warning: commands will be executed using /bin/sh
job 3044 at Sat Jan 31 00:45:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse29-150129/YutaMouse29-150129/YutaMouse29-150129
ElecNo	3
UseFeatures	11111111111111111111111111111111111111111111111100000
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
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	0.001000
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 35.38 and 53.07 GB of RAM.
Memory request: 17.69 GB would take us to total of 17.69 GB.
----------------------------------------------------------
Loaded 5979794 data points of dimension 48.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 5.90 GB would take us to total of 23.59 GB.
------ Running on subset of 1993264 points ------
	SP: Assigned 20 initial classes randomly.
Iteration 0F (205.430000 sec): 20 clusters
  Score: Raw -507383482.776868 + Penalty 168805.243179 = -507214677.533689
  nChanged 1887459
Iteration 1F (312.470000 sec): 20 clusters
  Score: Raw -514064996.428059 + Penalty 168805.243179 = -513896191.184880
  nChanged 812629
Iteration 2F (418.130000 sec): 20 clusters
  Score: Raw -516539045.181442 + Penalty 168805.243179 = -516370239.938263
  nChanged 609438
Iteration 3F (523.720000 sec): 20 clusters
  Score: Raw -518107278.603654 + Penalty 168805.243179 = -517938473.360475
  nChanged 446729
Iteration 4F (629.570000 sec): 20 clusters
  Score: Raw -519085811.113134 + Penalty 168805.243179 = -518917005.869955
  nChanged 295299
Iteration 5F (735.300000 sec): 20 clusters
  Score: Raw -520238974.981134 + Penalty 168805.243179 = -520070169.737955
  nChanged 210804
Iteration 6F (840.870000 sec): 20 clusters
  Score: Raw -520520118.964019 + Penalty 168805.243179 = -520351313.720840
  nChanged 166088
Iteration 7F (947.880000 sec): 20 clusters
  Score: Raw -520667303.122554 + Penalty 168805.243179 = -520498497.879375
  nChanged 141531
Iteration 8F (1054.680000 sec): 20 clusters
  Score: Raw -520778866.897027 + Penalty 168805.243179 = -520610061.653848
  nChanged 122148
Iteration 9F (1161.330000 sec): 20 clusters
  Score: Raw -520860790.369199 + Penalty 168805.243179 = -520691985.126020
  nChanged 104624
Iteration 10F (1267.080000 sec): 20 clusters
  Score: Raw -520926336.040485 + Penalty 168805.243179 = -520757530.797306
  nChanged 91817
Iteration 11Q (1302.660000 sec): 20 clusters
  Score: Raw -520982562.164063 + Penalty 168805.243179 = -520813756.920884
  nChanged 82111
Iteration 12Q (1337.430000 sec): 20 clusters
  Score: Raw -521031725.032866 + Penalty 168805.243179 = -520862919.789687
  nChanged 74984
Iteration 13Q (1371.180000 sec): 20 clusters
  Score: Raw -521074760.397230 + Penalty 168805.243179 = -520905955.154051
  nChanged 68824
Iteration 14Q (1404.220000 sec): 20 clusters
  Score: Raw -521110123.152694 + Penalty 168805.243179 = -520941317.909515
  nChanged 63937
Iteration 15Q (1436.620000 sec): 20 clusters
  Score: Raw -521141573.059192 + Penalty 168805.243179 = -520972767.816013
  nChanged 60655
Iteration 16Q (1468.520000 sec): 20 clusters
  Score: Raw -521171215.137933 + Penalty 168805.243179 = -521002409.894754
  nChanged 57999
Iteration 17Q (1499.970000 sec): 20 clusters
  Score: Raw -521198502.293835 + Penalty 168805.243179 = -521029697.050656
  nChanged 54832
Iteration 18Q (1531.010000 sec): 20 clusters
  Score: Raw -521222485.831775 + Penalty 168805.243179 = -521053680.588596
  nChanged 51118
Iteration 19Q (1563.290000 sec): 20 clusters
  Score: Raw -521243671.733067 + Penalty 168805.243179 = -521074866.489888
  nChanged 47581
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -521243671.733067 + Penalty 168805.243179 = -521074866.489888
Memory request: 0.07 GB would take us to total of 23.66 GB.

 Trying to split cluster 1 (23385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1563.860000 sec): 2 clusters
  Score: Raw -5946461.812938 + Penalty 6161.658168 = -5940300.154770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1564.040000 sec): 3 clusters
  Score: Raw -5934277.652623 + Penalty 12323.316336 = -5921954.336287
  nChanged 9621
		SP:Iteration 1F (1564.210000 sec): 3 clusters
  Score: Raw -5941642.494307 + Penalty 12323.316336 = -5929319.177971
  nChanged 2346
		SP:Iteration 2F (1564.390000 sec): 3 clusters
  Score: Raw -5947681.697999 + Penalty 12323.316336 = -5935358.381663
  nChanged 3139
		SP:Iteration 3F (1564.560000 sec): 3 clusters
  Score: Raw -5953207.684605 + Penalty 12323.316336 = -5940884.368269
  nChanged 2952
		SP:Iteration 4F (1564.740000 sec): 3 clusters
  Score: Raw -5959370.084211 + Penalty 12323.316336 = -5947046.767875
  nChanged 2200
		SP:Iteration 5F (1564.910000 sec): 3 clusters
  Score: Raw -5966251.760715 + Penalty 12323.316336 = -5953928.444379
  nChanged 1298
		SP:Iteration 6F (1565.080000 sec): 3 clusters
  Score: Raw -5970240.503237 + Penalty 12323.316336 = -5957917.186901
  nChanged 860
		SP:Iteration 7Q (1565.220000 sec): 3 clusters
  Score: Raw -5972697.247389 + Penalty 12323.316336 = -5960373.931053
  nChanged 702
		SP:Iteration 8Q (1565.360000 sec): 3 clusters
  Score: Raw -5977286.731699 + Penalty 12323.316336 = -5964963.415363
  nChanged 397
		SP:Iteration 9Q (1565.490000 sec): 3 clusters
  Score: Raw -5978025.301864 + Penalty 12323.316336 = -5965701.985529
  nChanged 188
		SP:Iteration 10Q (1565.630000 sec): 3 clusters
  Score: Raw -5978084.323638 + Penalty 12323.316336 = -5965761.007302
  nChanged 72
		SP:Iteration 11Q (1565.760000 sec): 3 clusters
  Score: Raw -5978099.791790 + Penalty 12323.316336 = -5965776.475454
  nChanged 34
		SP:Iteration 12Q (1565.900000 sec): 3 clusters
  Score: Raw -5978105.716939 + Penalty 12323.316336 = -5965782.400603
  nChanged 20
		SP:Iteration 13Q (1566.030000 sec): 3 clusters
  Score: Raw -5978108.548198 + Penalty 12323.316336 = -5965785.231862
  nChanged 12
		SP:Iteration 14Q (1566.160000 sec): 3 clusters
  Score: Raw -5978110.274789 + Penalty 12323.316336 = -5965786.958453
  nChanged 5
		SP:Iteration 15Q (1566.300000 sec): 3 clusters
  Score: Raw -5978110.778490 + Penalty 12323.316336 = -5965787.462154
  nChanged 1
		SP:Iteration 16Q (1566.430000 sec): 3 clusters
  Score: Raw -5978110.857293 + Penalty 12323.316336 = -5965787.540958
  nChanged 0
		SP:Iteration 17F (1566.600000 sec): 3 clusters
  Score: Raw -5978110.857293 + Penalty 12323.316336 = -5965787.540958
  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 23.66 GB.

 Trying to split cluster 2 (47605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1567.370000 sec): 2 clusters
  Score: Raw -12233108.994816 + Penalty 6597.049509 = -12226511.945307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1567.730000 sec): 3 clusters
  Score: Raw -12205553.641917 + Penalty 13194.099019 = -12192359.542898
  nChanged 20971
		SP:Iteration 1F (1568.090000 sec): 3 clusters
  Score: Raw -12218875.753335 + Penalty 13194.099019 = -12205681.654316
  nChanged 4250
		SP:Iteration 2F (1568.440000 sec): 3 clusters
  Score: Raw -12224342.856797 + Penalty 13194.099019 = -12211148.757778
  nChanged 5553
		SP:Iteration 3F (1568.800000 sec): 3 clusters
  Score: Raw -12233662.599972 + Penalty 13194.099019 = -12220468.500953
  nChanged 5994
		SP:Iteration 4F (1569.150000 sec): 3 clusters
  Score: Raw -12244976.527617 + Penalty 13194.099019 = -12231782.428598
  nChanged 4619
		SP:Iteration 5F (1569.510000 sec): 3 clusters
  Score: Raw -12254121.582790 + Penalty 13194.099019 = -12240927.483771
  nChanged 3241
		SP:Iteration 6F (1569.870000 sec): 3 clusters
  Score: Raw -12260130.825386 + Penalty 13194.099019 = -12246936.726367
  nChanged 2161
		SP:Iteration 7Q (1570.170000 sec): 3 clusters
  Score: Raw -12262575.824131 + Penalty 13194.099019 = -12249381.725112
  nChanged 1504
		SP:Iteration 8Q (1570.490000 sec): 3 clusters
  Score: Raw -12263688.798330 + Penalty 13194.099019 = -12250494.699311
  nChanged 1078
		SP:Iteration 9Q (1570.790000 sec): 3 clusters
  Score: Raw -12264432.352508 + Penalty 13194.099019 = -12251238.253489
  nChanged 762
		SP:Iteration 10Q (1571.090000 sec): 3 clusters
  Score: Raw -12264877.087639 + Penalty 13194.099019 = -12251682.988620
  nChanged 558
		SP:Iteration 11Q (1571.390000 sec): 3 clusters
  Score: Raw -12265081.466185 + Penalty 13194.099019 = -12251887.367166
  nChanged 404
		SP:Iteration 12Q (1571.690000 sec): 3 clusters
  Score: Raw -12265194.855330 + Penalty 13194.099019 = -12252000.756311
  nChanged 318
		SP:Iteration 13Q (1571.990000 sec): 3 clusters
  Score: Raw -12265270.649785 + Penalty 13194.099019 = -12252076.550766
  nChanged 263
		SP:Iteration 14Q (1572.290000 sec): 3 clusters
  Score: Raw -12265332.206313 + Penalty 13194.099019 = -12252138.107294
  nChanged 229
		SP:Iteration 15Q (1572.590000 sec): 3 clusters
  Score: Raw -12265378.140813 + Penalty 13194.099019 = -12252184.041794
  nChanged 163
		SP:Iteration 16Q (1572.890000 sec): 3 clusters
  Score: Raw -12265405.143805 + Penalty 13194.099019 = -12252211.044786
  nChanged 120
		SP:Iteration 17Q (1573.190000 sec): 3 clusters
  Score: Raw -12265421.952631 + Penalty 13194.099019 = -12252227.853612
  nChanged 103
		SP:Iteration 18Q (1573.490000 sec): 3 clusters
  Score: Raw -12265436.293296 + Penalty 13194.099019 = -12252242.194277
  nChanged 96
		SP:Iteration 19Q (1573.790000 sec): 3 clusters
  Score: Raw -12265448.087721 + Penalty 13194.099019 = -12252253.988702
  nChanged 72
		SP:Iteration 20F (1574.150000 sec): 3 clusters
  Score: Raw -12265455.942781 + Penalty 13194.099019 = -12252261.843762
  nChanged 71
		SP:Iteration 21Q (1574.440000 sec): 3 clusters
  Score: Raw -12265464.987916 + Penalty 13194.099019 = -12252270.888897
  nChanged 60
		SP:Iteration 22Q (1574.750000 sec): 3 clusters
  Score: Raw -12265472.133014 + Penalty 13194.099019 = -12252278.033995
  nChanged 51
		SP:Iteration 23Q (1575.050000 sec): 3 clusters
  Score: Raw -12265477.567506 + Penalty 13194.099019 = -12252283.468487
  nChanged 51
		SP:Iteration 24Q (1575.340000 sec): 3 clusters
  Score: Raw -12265483.135519 + Penalty 13194.099019 = -12252289.036500
  nChanged 38
		SP:Iteration 25Q (1575.640000 sec): 3 clusters
  Score: Raw -12265486.289729 + Penalty 13194.099019 = -12252292.190710
  nChanged 26
		SP:Iteration 26Q (1575.940000 sec): 3 clusters
  Score: Raw -12265488.194361 + Penalty 13194.099019 = -12252294.095342
  nChanged 12
		SP:Iteration 27Q (1576.240000 sec): 3 clusters
  Score: Raw -12265489.209906 + Penalty 13194.099019 = -12252295.110887
  nChanged 16
		SP:Iteration 28Q (1576.540000 sec): 3 clusters
  Score: Raw -12265490.398591 + Penalty 13194.099019 = -12252296.299572
  nChanged 16
		SP:Iteration 29Q (1576.840000 sec): 3 clusters
  Score: Raw -12265491.898818 + Penalty 13194.099019 = -12252297.799799
  nChanged 20
		SP:Iteration 30Q (1577.130000 sec): 3 clusters
  Score: Raw -12265493.445217 + Penalty 13194.099019 = -12252299.346198
  nChanged 14
		SP:Iteration 31Q (1577.430000 sec): 3 clusters
  Score: Raw -12265494.758049 + Penalty 13194.099019 = -12252300.659030
  nChanged 13
		SP:Iteration 32Q (1577.730000 sec): 3 clusters
  Score: Raw -12265496.275115 + Penalty 13194.099019 = -12252302.176096
  nChanged 20
		SP:Iteration 33Q (1578.030000 sec): 3 clusters
  Score: Raw -12265498.072736 + Penalty 13194.099019 = -12252303.973717
  nChanged 17
		SP:Iteration 34Q (1578.330000 sec): 3 clusters
  Score: Raw -12265499.360541 + Penalty 13194.099019 = -12252305.261522
  nChanged 11
		SP:Iteration 35Q (1578.630000 sec): 3 clusters
  Score: Raw -12265501.283011 + Penalty 13194.099019 = -12252307.183992
  nChanged 11
		SP:Iteration 36Q (1578.930000 sec): 3 clusters
  Score: Raw -12265502.102980 + Penalty 13194.099019 = -12252308.003961
  nChanged 5
		SP:Iteration 37Q (1579.230000 sec): 3 clusters
  Score: Raw -12265502.512425 + Penalty 13194.099019 = -12252308.413406
  nChanged 7
		SP:Iteration 38Q (1579.530000 sec): 3 clusters
  Score: Raw -12265503.211153 + Penalty 13194.099019 = -12252309.112134
  nChanged 7
		SP:Iteration 39Q (1579.830000 sec): 3 clusters
  Score: Raw -12265503.724017 + Penalty 13194.099019 = -12252309.624998
  nChanged 5
		SP:Iteration 40F (1580.180000 sec): 3 clusters
  Score: Raw -12265503.986787 + Penalty 13194.099019 = -12252309.887768
  nChanged 4
		SP:Iteration 41Q (1580.490000 sec): 3 clusters
  Score: Raw -12265504.242085 + Penalty 13194.099019 = -12252310.143066
  nChanged 2
		SP:Iteration 42Q (1580.790000 sec): 3 clusters
  Score: Raw -12265504.402917 + Penalty 13194.099019 = -12252310.303898
  nChanged 3
		SP:Iteration 43Q (1581.090000 sec): 3 clusters
  Score: Raw -12265504.530938 + Penalty 13194.099019 = -12252310.431919
  nChanged 1
		SP:Iteration 44Q (1581.390000 sec): 3 clusters
  Score: Raw -12265504.596799 + Penalty 13194.099019 = -12252310.497780
  nChanged 2
		SP:Iteration 45Q (1581.680000 sec): 3 clusters
  Score: Raw -12265504.733370 + Penalty 13194.099019 = -12252310.634351
  nChanged 0
		SP:Iteration 46F (1582.040000 sec): 3 clusters
  Score: Raw -12265504.733370 + Penalty 13194.099019 = -12252310.634351
  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 23.66 GB.

 Trying to split cluster 3 (32041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1582.410000 sec): 2 clusters
  Score: Raw -8144252.828937 + Penalty 6354.547612 = -8137898.281325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1582.650000 sec): 3 clusters
  Score: Raw -8126552.990425 + Penalty 12709.095224 = -8113843.895201
  nChanged 13722
		SP:Iteration 1F (1582.890000 sec): 3 clusters
  Score: Raw -8134678.048941 + Penalty 12709.095224 = -8121968.953717
  nChanged 2517
		SP:Iteration 2F (1583.130000 sec): 3 clusters
  Score: Raw -8136891.215814 + Penalty 12709.095224 = -8124182.120590
  nChanged 2591
		SP:Iteration 3F (1583.360000 sec): 3 clusters
  Score: Raw -8139157.602206 + Penalty 12709.095224 = -8126448.506982
  nChanged 2497
		SP:Iteration 4F (1583.600000 sec): 3 clusters
  Score: Raw -8141463.823563 + Penalty 12709.095224 = -8128754.728339
  nChanged 2502
		SP:Iteration 5F (1583.840000 sec): 3 clusters
  Score: Raw -8143970.653847 + Penalty 12709.095224 = -8131261.558623
  nChanged 2276
		SP:Iteration 6F (1584.080000 sec): 3 clusters
  Score: Raw -8146221.589571 + Penalty 12709.095224 = -8133512.494346
  nChanged 2003
		SP:Iteration 7F (1584.320000 sec): 3 clusters
  Score: Raw -8148144.380038 + Penalty 12709.095224 = -8135435.284814
  nChanged 1605
		SP:Iteration 8F (1584.560000 sec): 3 clusters
  Score: Raw -8149435.788079 + Penalty 12709.095224 = -8136726.692855
  nChanged 1152
		SP:Iteration 9Q (1584.790000 sec): 3 clusters
  Score: Raw -8150211.692572 + Penalty 12709.095224 = -8137502.597348
  nChanged 821
		SP:Iteration 10Q (1585.020000 sec): 3 clusters
  Score: Raw -8150722.211422 + Penalty 12709.095224 = -8138013.116198
  nChanged 629
		SP:Iteration 11Q (1585.240000 sec): 3 clusters
  Score: Raw -8151071.317917 + Penalty 12709.095224 = -8138362.222692
  nChanged 485
		SP:Iteration 12Q (1585.460000 sec): 3 clusters
  Score: Raw -8151314.806114 + Penalty 12709.095224 = -8138605.710890
  nChanged 394
		SP:Iteration 13Q (1585.680000 sec): 3 clusters
  Score: Raw -8151504.542182 + Penalty 12709.095224 = -8138795.446958
  nChanged 338
		SP:Iteration 14Q (1585.900000 sec): 3 clusters
  Score: Raw -8151637.733980 + Penalty 12709.095224 = -8138928.638756
  nChanged 274
		SP:Iteration 15Q (1586.120000 sec): 3 clusters
  Score: Raw -8151742.636778 + Penalty 12709.095224 = -8139033.541554
  nChanged 248
		SP:Iteration 16Q (1586.330000 sec): 3 clusters
  Score: Raw -8151825.483978 + Penalty 12709.095224 = -8139116.388754
  nChanged 225
		SP:Iteration 17Q (1586.550000 sec): 3 clusters
  Score: Raw -8151903.225328 + Penalty 12709.095224 = -8139194.130104
  nChanged 213
		SP:Iteration 18Q (1586.760000 sec): 3 clusters
  Score: Raw -8151980.419045 + Penalty 12709.095224 = -8139271.323820
  nChanged 193
		SP:Iteration 19Q (1586.970000 sec): 3 clusters
  Score: Raw -8152055.858000 + Penalty 12709.095224 = -8139346.762776
  nChanged 195
		SP:Iteration 20F (1587.210000 sec): 3 clusters
  Score: Raw -8152128.605858 + Penalty 12709.095224 = -8139419.510633
  nChanged 187
		SP:Iteration 21Q (1587.430000 sec): 3 clusters
  Score: Raw -8152199.962697 + Penalty 12709.095224 = -8139490.867473
  nChanged 183
		SP:Iteration 22Q (1587.640000 sec): 3 clusters
  Score: Raw -8152266.663408 + Penalty 12709.095224 = -8139557.568183
  nChanged 203
		SP:Iteration 23Q (1587.850000 sec): 3 clusters
  Score: Raw -8152348.769565 + Penalty 12709.095224 = -8139639.674341
  nChanged 206
		SP:Iteration 24Q (1588.060000 sec): 3 clusters
  Score: Raw -8152438.232163 + Penalty 12709.095224 = -8139729.136939
  nChanged 237
		SP:Iteration 25Q (1588.280000 sec): 3 clusters
  Score: Raw -8152577.418448 + Penalty 12709.095224 = -8139868.323224
  nChanged 280
		SP:Iteration 26Q (1588.490000 sec): 3 clusters
  Score: Raw -8152781.800870 + Penalty 12709.095224 = -8140072.705646
  nChanged 351
		SP:Iteration 27Q (1588.700000 sec): 3 clusters
  Score: Raw -8153027.539081 + Penalty 12709.095224 = -8140318.443857
  nChanged 394
		SP:Iteration 28Q (1588.910000 sec): 3 clusters
  Score: Raw -8153275.659702 + Penalty 12709.095224 = -8140566.564478
  nChanged 377
		SP:Iteration 29Q (1589.120000 sec): 3 clusters
  Score: Raw -8153474.786957 + Penalty 12709.095224 = -8140765.691732
  nChanged 312
		SP:Iteration 30Q (1589.320000 sec): 3 clusters
  Score: Raw -8153615.633381 + Penalty 12709.095224 = -8140906.538156
  nChanged 263
		SP:Iteration 31Q (1589.530000 sec): 3 clusters
  Score: Raw -8153721.030800 + Penalty 12709.095224 = -8141011.935576
  nChanged 214
		SP:Iteration 32Q (1589.740000 sec): 3 clusters
  Score: Raw -8153800.379762 + Penalty 12709.095224 = -8141091.284537
  nChanged 167
		SP:Iteration 33Q (1589.940000 sec): 3 clusters
  Score: Raw -8153857.888744 + Penalty 12709.095224 = -8141148.793520
  nChanged 130
		SP:Iteration 34Q (1590.150000 sec): 3 clusters
  Score: Raw -8153896.696952 + Penalty 12709.095224 = -8141187.601728
  nChanged 108
		SP:Iteration 35Q (1590.360000 sec): 3 clusters
  Score: Raw -8153926.109456 + Penalty 12709.095224 = -8141217.014232
  nChanged 74
		SP:Iteration 36Q (1590.560000 sec): 3 clusters
  Score: Raw -8153941.966706 + Penalty 12709.095224 = -8141232.871482
  nChanged 53
		SP:Iteration 37Q (1590.770000 sec): 3 clusters
  Score: Raw -8153952.203358 + Penalty 12709.095224 = -8141243.108134
  nChanged 34
		SP:Iteration 38Q (1590.970000 sec): 3 clusters
  Score: Raw -8153960.677091 + Penalty 12709.095224 = -8141251.581867
  nChanged 26
		SP:Iteration 39Q (1591.180000 sec): 3 clusters
  Score: Raw -8153967.281810 + Penalty 12709.095224 = -8141258.186585
  nChanged 21
		SP:Iteration 40F (1591.420000 sec): 3 clusters
  Score: Raw -8153993.593748 + Penalty 12709.095224 = -8141284.498524
  nChanged 20
		SP:Iteration 41Q (1591.620000 sec): 3 clusters
  Score: Raw -8154006.814672 + Penalty 12709.095224 = -8141297.719448
  nChanged 32
		SP:Iteration 42Q (1591.840000 sec): 3 clusters
  Score: Raw -8154012.187422 + Penalty 12709.095224 = -8141303.092197
  nChanged 16
		SP:Iteration 43Q (1592.040000 sec): 3 clusters
  Score: Raw -8154014.956312 + Penalty 12709.095224 = -8141305.861087
  nChanged 16
		SP:Iteration 44Q (1592.250000 sec): 3 clusters
  Score: Raw -8154016.785200 + Penalty 12709.095224 = -8141307.689975
  nChanged 7
		SP:Iteration 45Q (1592.460000 sec): 3 clusters
  Score: Raw -8154017.972347 + Penalty 12709.095224 = -8141308.877123
  nChanged 8
		SP:Iteration 46Q (1592.670000 sec): 3 clusters
  Score: Raw -8154018.981011 + Penalty 12709.095224 = -8141309.885787
  nChanged 3
		SP:Iteration 47Q (1592.880000 sec): 3 clusters
  Score: Raw -8154019.456789 + Penalty 12709.095224 = -8141310.361564
  nChanged 3
		SP:Iteration 48Q (1593.090000 sec): 3 clusters
  Score: Raw -8154020.182877 + Penalty 12709.095224 = -8141311.087653
  nChanged 5
		SP:Iteration 49Q (1593.300000 sec): 3 clusters
  Score: Raw -8154021.765065 + Penalty 12709.095224 = -8141312.669841
  nChanged 6
		SP:Iteration 50Q (1593.510000 sec): 3 clusters
  Score: Raw -8154023.664860 + Penalty 12709.095224 = -8141314.569636
  nChanged 5
		SP:Iteration 51Q (1593.710000 sec): 3 clusters
  Score: Raw -8154024.363290 + Penalty 12709.095224 = -8141315.268066
  nChanged 0
		SP:Iteration 52F (1593.950000 sec): 3 clusters
  Score: Raw -8154024.363290 + Penalty 12709.095224 = -8141315.268066
  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 23.66 GB.

 Trying to split cluster 4 (115686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1595.410000 sec): 2 clusters
  Score: Raw -30665751.360046 + Penalty 7140.913878 = -30658610.446167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1596.290000 sec): 3 clusters
  Score: Raw -30594401.555852 + Penalty 14281.827757 = -30580119.728096
  nChanged 53299
		SP:Iteration 1F (1597.170000 sec): 3 clusters
  Score: Raw -30624022.261764 + Penalty 14281.827757 = -30609740.434008
  nChanged 4706
		SP:Iteration 2Q (1598.050000 sec): 3 clusters
  Score: Raw -30625376.236307 + Penalty 14281.827757 = -30611094.408551
  nChanged 4468
		SP:Iteration 3Q (1598.940000 sec): 3 clusters
  Score: Raw -30626736.917987 + Penalty 14281.827757 = -30612455.090230
  nChanged 4591
		SP:Iteration 4Q (1599.820000 sec): 3 clusters
  Score: Raw -30628447.904031 + Penalty 14281.827757 = -30614166.076274
  nChanged 5293
		SP:Iteration 5Q (1600.700000 sec): 3 clusters
  Score: Raw -30630980.317858 + Penalty 14281.827757 = -30616698.490101
  nChanged 6452
		SP:Iteration 6F (1601.560000 sec): 3 clusters
  Score: Raw -30634968.274058 + Penalty 14281.827757 = -30620686.446302
  nChanged 7832
		SP:Iteration 7F (1602.420000 sec): 3 clusters
  Score: Raw -30641106.045108 + Penalty 14281.827757 = -30626824.217352
  nChanged 8559
		SP:Iteration 8F (1603.290000 sec): 3 clusters
  Score: Raw -30649230.178477 + Penalty 14281.827757 = -30634948.350721
  nChanged 8397
		SP:Iteration 9F (1604.160000 sec): 3 clusters
  Score: Raw -30658978.894153 + Penalty 14281.827757 = -30644697.066397
  nChanged 7753
		SP:Iteration 10F (1605.030000 sec): 3 clusters
  Score: Raw -30670551.304726 + Penalty 14281.827757 = -30656269.476970
  nChanged 6596
		SP:Iteration 11F (1605.900000 sec): 3 clusters
  Score: Raw -30680709.438083 + Penalty 14281.827757 = -30666427.610326
  nChanged 4458
		SP:Iteration 12Q (1606.650000 sec): 3 clusters
  Score: Raw -30686256.546088 + Penalty 14281.827757 = -30671974.718332
  nChanged 2509
		SP:Iteration 13Q (1607.360000 sec): 3 clusters
  Score: Raw -30688982.898103 + Penalty 14281.827757 = -30674701.070347
  nChanged 1432
		SP:Iteration 14Q (1608.050000 sec): 3 clusters
  Score: Raw -30690181.663278 + Penalty 14281.827757 = -30675899.835522
  nChanged 832
		SP:Iteration 15Q (1608.720000 sec): 3 clusters
  Score: Raw -30690661.763858 + Penalty 14281.827757 = -30676379.936102
  nChanged 476
		SP:Iteration 16Q (1609.390000 sec): 3 clusters
  Score: Raw -30690845.866097 + Penalty 14281.827757 = -30676564.038341
  nChanged 306
		SP:Iteration 17Q (1610.050000 sec): 3 clusters
  Score: Raw -30690912.629154 + Penalty 14281.827757 = -30676630.801398
  nChanged 190
		SP:Iteration 18Q (1610.710000 sec): 3 clusters
  Score: Raw -30690939.584919 + Penalty 14281.827757 = -30676657.757162
  nChanged 118
		SP:Iteration 19Q (1611.360000 sec): 3 clusters
  Score: Raw -30690951.025937 + Penalty 14281.827757 = -30676669.198180
  nChanged 71
		SP:Iteration 20F (1612.230000 sec): 3 clusters
  Score: Raw -30690956.049188 + Penalty 14281.827757 = -30676674.221431
  nChanged 35
		SP:Iteration 21Q (1612.890000 sec): 3 clusters
  Score: Raw -30690957.964954 + Penalty 14281.827757 = -30676676.137198
  nChanged 23
		SP:Iteration 22Q (1613.550000 sec): 3 clusters
  Score: Raw -30690958.907118 + Penalty 14281.827757 = -30676677.079361
  nChanged 16
		SP:Iteration 23Q (1614.210000 sec): 3 clusters
  Score: Raw -30690959.685657 + Penalty 14281.827757 = -30676677.857900
  nChanged 11
		SP:Iteration 24Q (1614.870000 sec): 3 clusters
  Score: Raw -30690960.125951 + Penalty 14281.827757 = -30676678.298195
  nChanged 9
		SP:Iteration 25Q (1615.530000 sec): 3 clusters
  Score: Raw -30690960.461903 + Penalty 14281.827757 = -30676678.634147
  nChanged 7
		SP:Iteration 26Q (1616.190000 sec): 3 clusters
  Score: Raw -30690960.812184 + Penalty 14281.827757 = -30676678.984428
  nChanged 5
		SP:Iteration 27Q (1616.840000 sec): 3 clusters
  Score: Raw -30690961.020817 + Penalty 14281.827757 = -30676679.193060
  nChanged 3
		SP:Iteration 28Q (1617.500000 sec): 3 clusters
  Score: Raw -30690961.120649 + Penalty 14281.827757 = -30676679.292892
  nChanged 3
		SP:Iteration 29Q (1618.160000 sec): 3 clusters
  Score: Raw -30690961.223183 + Penalty 14281.827757 = -30676679.395426
  nChanged 2
		SP:Iteration 30Q (1618.810000 sec): 3 clusters
  Score: Raw -30690961.283274 + Penalty 14281.827757 = -30676679.455518
  nChanged 3
		SP:Iteration 31Q (1619.470000 sec): 3 clusters
  Score: Raw -30690961.407641 + Penalty 14281.827757 = -30676679.579885
  nChanged 3
		SP:Iteration 32Q (1620.130000 sec): 3 clusters
  Score: Raw -30690961.501647 + Penalty 14281.827757 = -30676679.673891
  nChanged 1
		SP:Iteration 33Q (1620.790000 sec): 3 clusters
  Score: Raw -30690961.528204 + Penalty 14281.827757 = -30676679.700448
  nChanged 0
		SP:Iteration 34F (1621.660000 sec): 3 clusters
  Score: Raw -30690961.528204 + Penalty 14281.827757 = -30676679.700448
  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 23.66 GB.

 Trying to split cluster 5 (40297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1622.040000 sec): 2 clusters
  Score: Raw -10561762.232761 + Penalty 6494.969786 = -10555267.262975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1622.340000 sec): 3 clusters
  Score: Raw -10538889.910984 + Penalty 12989.939572 = -10525899.971412
  nChanged 17435
		SP:Iteration 1F (1622.650000 sec): 3 clusters
  Score: Raw -10548511.286028 + Penalty 12989.939572 = -10535521.346456
  nChanged 2721
		SP:Iteration 2F (1622.950000 sec): 3 clusters
  Score: Raw -10550117.592061 + Penalty 12989.939572 = -10537127.652490
  nChanged 2654
		SP:Iteration 3F (1623.260000 sec): 3 clusters
  Score: Raw -10551940.637292 + Penalty 12989.939572 = -10538950.697720
  nChanged 2627
		SP:Iteration 4F (1623.570000 sec): 3 clusters
  Score: Raw -10553971.714918 + Penalty 12989.939572 = -10540981.775346
  nChanged 2794
		SP:Iteration 5F (1623.870000 sec): 3 clusters
  Score: Raw -10556676.486623 + Penalty 12989.939572 = -10543686.547051
  nChanged 2939
		SP:Iteration 6F (1624.180000 sec): 3 clusters
  Score: Raw -10560144.436475 + Penalty 12989.939572 = -10547154.496904
  nChanged 2757
		SP:Iteration 7F (1624.490000 sec): 3 clusters
  Score: Raw -10563481.901824 + Penalty 12989.939572 = -10550491.962253
  nChanged 2511
		SP:Iteration 8F (1624.790000 sec): 3 clusters
  Score: Raw -10565670.283565 + Penalty 12989.939572 = -10552680.343993
  nChanged 2025
		SP:Iteration 9F (1625.100000 sec): 3 clusters
  Score: Raw -10567220.525523 + Penalty 12989.939572 = -10554230.585952
  nChanged 1718
		SP:Iteration 10Q (1625.390000 sec): 3 clusters
  Score: Raw -10568679.722462 + Penalty 12989.939572 = -10555689.782890
  nChanged 1552
		SP:Iteration 11Q (1625.670000 sec): 3 clusters
  Score: Raw -10570439.724222 + Penalty 12989.939572 = -10557449.784651
  nChanged 1360
		SP:Iteration 12Q (1625.950000 sec): 3 clusters
  Score: Raw -10572510.014039 + Penalty 12989.939572 = -10559520.074467
  nChanged 939
		SP:Iteration 13Q (1626.230000 sec): 3 clusters
  Score: Raw -10573474.724677 + Penalty 12989.939572 = -10560484.785105
  nChanged 629
		SP:Iteration 14Q (1626.490000 sec): 3 clusters
  Score: Raw -10573801.712312 + Penalty 12989.939572 = -10560811.772740
  nChanged 435
		SP:Iteration 15Q (1626.750000 sec): 3 clusters
  Score: Raw -10573970.690538 + Penalty 12989.939572 = -10560980.750966
  nChanged 303
		SP:Iteration 16Q (1627.010000 sec): 3 clusters
  Score: Raw -10574067.684208 + Penalty 12989.939572 = -10561077.744636
  nChanged 260
		SP:Iteration 17Q (1627.270000 sec): 3 clusters
  Score: Raw -10574137.376017 + Penalty 12989.939572 = -10561147.436445
  nChanged 191
		SP:Iteration 18Q (1627.520000 sec): 3 clusters
  Score: Raw -10574182.499326 + Penalty 12989.939572 = -10561192.559754
  nChanged 159
		SP:Iteration 19Q (1627.770000 sec): 3 clusters
  Score: Raw -10574220.171160 + Penalty 12989.939572 = -10561230.231588
  nChanged 149
		SP:Iteration 20F (1628.080000 sec): 3 clusters
  Score: Raw -10574254.245673 + Penalty 12989.939572 = -10561264.306101
  nChanged 154
		SP:Iteration 21Q (1628.330000 sec): 3 clusters
  Score: Raw -10574292.811846 + Penalty 12989.939572 = -10561302.872274
  nChanged 139
		SP:Iteration 22Q (1628.580000 sec): 3 clusters
  Score: Raw -10574325.027798 + Penalty 12989.939572 = -10561335.088226
  nChanged 126
		SP:Iteration 23Q (1628.830000 sec): 3 clusters
  Score: Raw -10574350.836833 + Penalty 12989.939572 = -10561360.897261
  nChanged 102
		SP:Iteration 24Q (1629.090000 sec): 3 clusters
  Score: Raw -10574373.448313 + Penalty 12989.939572 = -10561383.508741
  nChanged 102
		SP:Iteration 25Q (1629.340000 sec): 3 clusters
  Score: Raw -10574397.267429 + Penalty 12989.939572 = -10561407.327858
  nChanged 106
		SP:Iteration 26Q (1629.590000 sec): 3 clusters
  Score: Raw -10574420.347162 + Penalty 12989.939572 = -10561430.407591
  nChanged 105
		SP:Iteration 27Q (1629.840000 sec): 3 clusters
  Score: Raw -10574443.479868 + Penalty 12989.939572 = -10561453.540296
  nChanged 101
		SP:Iteration 28Q (1630.090000 sec): 3 clusters
  Score: Raw -10574466.343948 + Penalty 12989.939572 = -10561476.404376
  nChanged 103
		SP:Iteration 29Q (1630.330000 sec): 3 clusters
  Score: Raw -10574488.666739 + Penalty 12989.939572 = -10561498.727167
  nChanged 94
		SP:Iteration 30Q (1630.580000 sec): 3 clusters
  Score: Raw -10574510.598585 + Penalty 12989.939572 = -10561520.659013
  nChanged 99
		SP:Iteration 31Q (1630.830000 sec): 3 clusters
  Score: Raw -10574532.384446 + Penalty 12989.939572 = -10561542.444874
  nChanged 93
		SP:Iteration 32Q (1631.080000 sec): 3 clusters
  Score: Raw -10574550.594831 + Penalty 12989.939572 = -10561560.655259
  nChanged 67
		SP:Iteration 33Q (1631.320000 sec): 3 clusters
  Score: Raw -10574563.002376 + Penalty 12989.939572 = -10561573.062804
  nChanged 60
		SP:Iteration 34Q (1631.570000 sec): 3 clusters
  Score: Raw -10574574.352177 + Penalty 12989.939572 = -10561584.412605
  nChanged 54
		SP:Iteration 35Q (1631.810000 sec): 3 clusters
  Score: Raw -10574584.740725 + Penalty 12989.939572 = -10561594.801153
  nChanged 40
		SP:Iteration 36Q (1632.060000 sec): 3 clusters
  Score: Raw -10574591.533894 + Penalty 12989.939572 = -10561601.594322
  nChanged 34
		SP:Iteration 37Q (1632.310000 sec): 3 clusters
  Score: Raw -10574595.675010 + Penalty 12989.939572 = -10561605.735439
  nChanged 17
		SP:Iteration 38Q (1632.550000 sec): 3 clusters
  Score: Raw -10574597.277151 + Penalty 12989.939572 = -10561607.337580
  nChanged 11
		SP:Iteration 39Q (1632.790000 sec): 3 clusters
  Score: Raw -10574598.388834 + Penalty 12989.939572 = -10561608.449262
  nChanged 10
		SP:Iteration 40F (1633.100000 sec): 3 clusters
  Score: Raw -10574599.710706 + Penalty 12989.939572 = -10561609.771135
  nChanged 11
		SP:Iteration 41Q (1633.350000 sec): 3 clusters
  Score: Raw -10574600.999134 + Penalty 12989.939572 = -10561611.059562
  nChanged 8
		SP:Iteration 42Q (1633.590000 sec): 3 clusters
  Score: Raw -10574601.859421 + Penalty 12989.939572 = -10561611.919850
  nChanged 6
		SP:Iteration 43Q (1633.840000 sec): 3 clusters
  Score: Raw -10574602.477632 + Penalty 12989.939572 = -10561612.538060
  nChanged 6
		SP:Iteration 44Q (1634.090000 sec): 3 clusters
  Score: Raw -10574603.081794 + Penalty 12989.939572 = -10561613.142222
  nChanged 4
		SP:Iteration 45Q (1634.330000 sec): 3 clusters
  Score: Raw -10574603.488878 + Penalty 12989.939572 = -10561613.549306
  nChanged 2
		SP:Iteration 46Q (1634.580000 sec): 3 clusters
  Score: Raw -10574603.690996 + Penalty 12989.939572 = -10561613.751425
  nChanged 2
		SP:Iteration 47Q (1634.820000 sec): 3 clusters
  Score: Raw -10574603.822515 + Penalty 12989.939572 = -10561613.882944
  nChanged 1
		SP:Iteration 48Q (1635.070000 sec): 3 clusters
  Score: Raw -10574603.892216 + Penalty 12989.939572 = -10561613.952645
  nChanged 0
		SP:Iteration 49F (1635.370000 sec): 3 clusters
  Score: Raw -10574603.892216 + Penalty 12989.939572 = -10561613.952645
  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 23.66 GB.

 Trying to split cluster 6 (63601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1635.880000 sec): 2 clusters
  Score: Raw -16748423.258635 + Penalty 6774.485489 = -16741648.773145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1636.360000 sec): 3 clusters
  Score: Raw -16710679.996395 + Penalty 13548.970979 = -16697131.025416
  nChanged 28378
		SP:Iteration 1F (1636.840000 sec): 3 clusters
  Score: Raw -16726182.895200 + Penalty 13548.970979 = -16712633.924221
  nChanged 3206
		SP:Iteration 2F (1637.330000 sec): 3 clusters
  Score: Raw -16727424.933994 + Penalty 13548.970979 = -16713875.963016
  nChanged 3109
		SP:Iteration 3Q (1637.810000 sec): 3 clusters
  Score: Raw -16728901.723241 + Penalty 13548.970979 = -16715352.752262
  nChanged 3577
		SP:Iteration 4F (1638.290000 sec): 3 clusters
  Score: Raw -16731481.939418 + Penalty 13548.970979 = -16717932.968439
  nChanged 4841
		SP:Iteration 5F (1638.770000 sec): 3 clusters
  Score: Raw -16736651.317141 + Penalty 13548.970979 = -16723102.346162
  nChanged 6209
		SP:Iteration 6F (1639.250000 sec): 3 clusters
  Score: Raw -16745505.669343 + Penalty 13548.970979 = -16731956.698364
  nChanged 6388
		SP:Iteration 7F (1639.730000 sec): 3 clusters
  Score: Raw -16755921.266046 + Penalty 13548.970979 = -16742372.295067
  nChanged 5219
		SP:Iteration 8F (1640.200000 sec): 3 clusters
  Score: Raw -16763717.378088 + Penalty 13548.970979 = -16750168.407109
  nChanged 3793
		SP:Iteration 9F (1640.680000 sec): 3 clusters
  Score: Raw -16768861.286559 + Penalty 13548.970979 = -16755312.315580
  nChanged 2633
		SP:Iteration 10Q (1641.090000 sec): 3 clusters
  Score: Raw -16772048.356152 + Penalty 13548.970979 = -16758499.385173
  nChanged 1762
		SP:Iteration 11Q (1641.490000 sec): 3 clusters
  Score: Raw -16773659.877731 + Penalty 13548.970979 = -16760110.906752
  nChanged 1235
		SP:Iteration 12Q (1641.880000 sec): 3 clusters
  Score: Raw -16774504.301615 + Penalty 13548.970979 = -16760955.330636
  nChanged 990
		SP:Iteration 13Q (1642.260000 sec): 3 clusters
  Score: Raw -16775070.067996 + Penalty 13548.970979 = -16761521.097017
  nChanged 876
		SP:Iteration 14Q (1642.640000 sec): 3 clusters
  Score: Raw -16775526.174412 + Penalty 13548.970979 = -16761977.203434
  nChanged 786
		SP:Iteration 15Q (1643.020000 sec): 3 clusters
  Score: Raw -16775917.569902 + Penalty 13548.970979 = -16762368.598923
  nChanged 761
		SP:Iteration 16Q (1643.390000 sec): 3 clusters
  Score: Raw -16776282.656591 + Penalty 13548.970979 = -16762733.685612
  nChanged 701
		SP:Iteration 17Q (1643.760000 sec): 3 clusters
  Score: Raw -16776581.557128 + Penalty 13548.970979 = -16763032.586149
  nChanged 638
		SP:Iteration 18Q (1644.130000 sec): 3 clusters
  Score: Raw -16776834.667362 + Penalty 13548.970979 = -16763285.696384
  nChanged 613
		SP:Iteration 19Q (1644.500000 sec): 3 clusters
  Score: Raw -16777070.576955 + Penalty 13548.970979 = -16763521.605976
  nChanged 602
		SP:Iteration 20F (1644.980000 sec): 3 clusters
  Score: Raw -16777289.941747 + Penalty 13548.970979 = -16763740.970768
  nChanged 542
		SP:Iteration 21Q (1645.380000 sec): 3 clusters
  Score: Raw -16777478.377836 + Penalty 13548.970979 = -16763929.406857
  nChanged 506
		SP:Iteration 22Q (1645.780000 sec): 3 clusters
  Score: Raw -16777636.221307 + Penalty 13548.970979 = -16764087.250328
  nChanged 454
		SP:Iteration 23Q (1646.190000 sec): 3 clusters
  Score: Raw -16777763.275295 + Penalty 13548.970979 = -16764214.304317
  nChanged 402
		SP:Iteration 24Q (1646.590000 sec): 3 clusters
  Score: Raw -16777869.179246 + Penalty 13548.970979 = -16764320.208267
  nChanged 379
		SP:Iteration 25Q (1646.980000 sec): 3 clusters
  Score: Raw -16777965.214837 + Penalty 13548.970979 = -16764416.243858
  nChanged 352
		SP:Iteration 26Q (1647.380000 sec): 3 clusters
  Score: Raw -16778049.888757 + Penalty 13548.970979 = -16764500.917778
  nChanged 340
		SP:Iteration 27Q (1647.780000 sec): 3 clusters
  Score: Raw -16778130.532807 + Penalty 13548.970979 = -16764581.561828
  nChanged 304
		SP:Iteration 28Q (1648.170000 sec): 3 clusters
  Score: Raw -16778192.598504 + Penalty 13548.970979 = -16764643.627526
  nChanged 254
		SP:Iteration 29Q (1648.570000 sec): 3 clusters
  Score: Raw -16778239.063105 + Penalty 13548.970979 = -16764690.092127
  nChanged 217
		SP:Iteration 30Q (1648.960000 sec): 3 clusters
  Score: Raw -16778273.138872 + Penalty 13548.970979 = -16764724.167893
  nChanged 181
		SP:Iteration 31Q (1649.360000 sec): 3 clusters
  Score: Raw -16778298.910560 + Penalty 13548.970979 = -16764749.939581
  nChanged 153
		SP:Iteration 32Q (1649.750000 sec): 3 clusters
  Score: Raw -16778317.487213 + Penalty 13548.970979 = -16764768.516234
  nChanged 106
		SP:Iteration 33Q (1650.140000 sec): 3 clusters
  Score: Raw -16778328.719427 + Penalty 13548.970979 = -16764779.748448
  nChanged 90
		SP:Iteration 34Q (1650.540000 sec): 3 clusters
  Score: Raw -16778338.191491 + Penalty 13548.970979 = -16764789.220512
  nChanged 90
		SP:Iteration 35Q (1650.930000 sec): 3 clusters
  Score: Raw -16778347.026588 + Penalty 13548.970979 = -16764798.055610
  nChanged 76
		SP:Iteration 36Q (1651.320000 sec): 3 clusters
  Score: Raw -16778354.453149 + Penalty 13548.970979 = -16764805.482170
  nChanged 71
		SP:Iteration 37Q (1651.710000 sec): 3 clusters
  Score: Raw -16778361.720665 + Penalty 13548.970979 = -16764812.749686
  nChanged 65
		SP:Iteration 38Q (1652.100000 sec): 3 clusters
  Score: Raw -16778367.858398 + Penalty 13548.970979 = -16764818.887419
  nChanged 52
		SP:Iteration 39Q (1652.490000 sec): 3 clusters
  Score: Raw -16778372.409862 + Penalty 13548.970979 = -16764823.438883
  nChanged 38
		SP:Iteration 40F (1652.970000 sec): 3 clusters
  Score: Raw -16778375.144738 + Penalty 13548.970979 = -16764826.173760
  nChanged 32
		SP:Iteration 41Q (1653.370000 sec): 3 clusters
  Score: Raw -16778377.629394 + Penalty 13548.970979 = -16764828.658415
  nChanged 31
		SP:Iteration 42Q (1653.770000 sec): 3 clusters
  Score: Raw -16778379.938615 + Penalty 13548.970979 = -16764830.967636
  nChanged 19
		SP:Iteration 43Q (1654.170000 sec): 3 clusters
  Score: Raw -16778381.351400 + Penalty 13548.970979 = -16764832.380421
  nChanged 24
		SP:Iteration 44Q (1654.560000 sec): 3 clusters
  Score: Raw -16778383.175885 + Penalty 13548.970979 = -16764834.204906
  nChanged 17
		SP:Iteration 45Q (1654.960000 sec): 3 clusters
  Score: Raw -16778384.195881 + Penalty 13548.970979 = -16764835.224902
  nChanged 15
		SP:Iteration 46Q (1655.350000 sec): 3 clusters
  Score: Raw -16778385.079099 + Penalty 13548.970979 = -16764836.108120
  nChanged 7
		SP:Iteration 47Q (1655.750000 sec): 3 clusters
  Score: Raw -16778385.480273 + Penalty 13548.970979 = -16764836.509294
  nChanged 10
		SP:Iteration 48Q (1656.150000 sec): 3 clusters
  Score: Raw -16778385.985944 + Penalty 13548.970979 = -16764837.014965
  nChanged 8
		SP:Iteration 49Q (1656.550000 sec): 3 clusters
  Score: Raw -16778386.512823 + Penalty 13548.970979 = -16764837.541844
  nChanged 9
		SP:Iteration 50Q (1656.940000 sec): 3 clusters
  Score: Raw -16778387.137447 + Penalty 13548.970979 = -16764838.166468
  nChanged 8
		SP:Iteration 51Q (1657.340000 sec): 3 clusters
  Score: Raw -16778387.537751 + Penalty 13548.970979 = -16764838.566772
  nChanged 6
		SP:Iteration 52Q (1657.740000 sec): 3 clusters
  Score: Raw -16778387.852505 + Penalty 13548.970979 = -16764838.881526
  nChanged 6
		SP:Iteration 53Q (1658.140000 sec): 3 clusters
  Score: Raw -16778388.242114 + Penalty 13548.970979 = -16764839.271135
  nChanged 5
		SP:Iteration 54Q (1658.530000 sec): 3 clusters
  Score: Raw -16778388.593288 + Penalty 13548.970979 = -16764839.622309
  nChanged 1
		SP:Iteration 55Q (1658.930000 sec): 3 clusters
  Score: Raw -16778388.640532 + Penalty 13548.970979 = -16764839.669553
  nChanged 0
		SP:Iteration 56F (1659.410000 sec): 3 clusters
  Score: Raw -16778388.640532 + Penalty 13548.970979 = -16764839.669553
  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 23.66 GB.

 Trying to split cluster 7 (29754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1659.680000 sec): 2 clusters
  Score: Raw -7553558.139283 + Penalty 6309.190299 = -7547248.948984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1659.910000 sec): 3 clusters
  Score: Raw -7537274.101786 + Penalty 12618.380598 = -7524655.721188
  nChanged 12553
		SP:Iteration 1F (1660.130000 sec): 3 clusters
  Score: Raw -7545892.056045 + Penalty 12618.380598 = -7533273.675447
  nChanged 2942
		SP:Iteration 2F (1660.360000 sec): 3 clusters
  Score: Raw -7549442.383582 + Penalty 12618.380598 = -7536824.002984
  nChanged 2913
		SP:Iteration 3F (1660.580000 sec): 3 clusters
  Score: Raw -7553241.822675 + Penalty 12618.380598 = -7540623.442077
  nChanged 2635
		SP:Iteration 4F (1660.810000 sec): 3 clusters
  Score: Raw -7556148.372790 + Penalty 12618.380598 = -7543529.992192
  nChanged 2214
		SP:Iteration 5F (1661.040000 sec): 3 clusters
  Score: Raw -7558230.465251 + Penalty 12618.380598 = -7545612.084653
  nChanged 1715
		SP:Iteration 6F (1661.260000 sec): 3 clusters
  Score: Raw -7559629.158404 + Penalty 12618.380598 = -7547010.777806
  nChanged 1250
		SP:Iteration 7Q (1661.480000 sec): 3 clusters
  Score: Raw -7560517.121394 + Penalty 12618.380598 = -7547898.740796
  nChanged 1025
		SP:Iteration 8Q (1661.690000 sec): 3 clusters
  Score: Raw -7561242.664739 + Penalty 12618.380598 = -7548624.284140
  nChanged 771
		SP:Iteration 9Q (1661.900000 sec): 3 clusters
  Score: Raw -7561870.293598 + Penalty 12618.380598 = -7549251.912999
  nChanged 644
		SP:Iteration 10Q (1662.110000 sec): 3 clusters
  Score: Raw -7562503.127971 + Penalty 12618.380598 = -7549884.747373
  nChanged 543
		SP:Iteration 11Q (1662.320000 sec): 3 clusters
  Score: Raw -7562951.673643 + Penalty 12618.380598 = -7550333.293044
  nChanged 413
		SP:Iteration 12Q (1662.530000 sec): 3 clusters
  Score: Raw -7563269.866515 + Penalty 12618.380598 = -7550651.485916
  nChanged 318
		SP:Iteration 13Q (1662.740000 sec): 3 clusters
  Score: Raw -7563446.537827 + Penalty 12618.380598 = -7550828.157229
  nChanged 243
		SP:Iteration 14Q (1662.940000 sec): 3 clusters
  Score: Raw -7563524.691180 + Penalty 12618.380598 = -7550906.310581
  nChanged 143
		SP:Iteration 15Q (1663.140000 sec): 3 clusters
  Score: Raw -7563559.852881 + Penalty 12618.380598 = -7550941.472283
  nChanged 92
		SP:Iteration 16Q (1663.350000 sec): 3 clusters
  Score: Raw -7563580.604390 + Penalty 12618.380598 = -7550962.223792
  nChanged 75
		SP:Iteration 17Q (1663.550000 sec): 3 clusters
  Score: Raw -7563597.410681 + Penalty 12618.380598 = -7550979.030083
  nChanged 61
		SP:Iteration 18Q (1663.760000 sec): 3 clusters
  Score: Raw -7563608.239049 + Penalty 12618.380598 = -7550989.858451
  nChanged 49
		SP:Iteration 19Q (1663.960000 sec): 3 clusters
  Score: Raw -7563616.334028 + Penalty 12618.380598 = -7550997.953430
  nChanged 43
		SP:Iteration 20F (1664.180000 sec): 3 clusters
  Score: Raw -7563626.710206 + Penalty 12618.380598 = -7551008.329608
  nChanged 45
		SP:Iteration 21Q (1664.390000 sec): 3 clusters
  Score: Raw -7563642.740113 + Penalty 12618.380598 = -7551024.359515
  nChanged 49
		SP:Iteration 22Q (1664.590000 sec): 3 clusters
  Score: Raw -7563655.721577 + Penalty 12618.380598 = -7551037.340978
  nChanged 50
		SP:Iteration 23Q (1664.800000 sec): 3 clusters
  Score: Raw -7563668.575114 + Penalty 12618.380598 = -7551050.194515
  nChanged 49
		SP:Iteration 24Q (1665.000000 sec): 3 clusters
  Score: Raw -7563682.604556 + Penalty 12618.380598 = -7551064.223957
  nChanged 58
		SP:Iteration 25Q (1665.200000 sec): 3 clusters
  Score: Raw -7563698.077238 + Penalty 12618.380598 = -7551079.696640
  nChanged 63
		SP:Iteration 26Q (1665.410000 sec): 3 clusters
  Score: Raw -7563717.194848 + Penalty 12618.380598 = -7551098.814250
  nChanged 84
		SP:Iteration 27Q (1665.610000 sec): 3 clusters
  Score: Raw -7563749.877742 + Penalty 12618.380598 = -7551131.497144
  nChanged 85
		SP:Iteration 28Q (1665.820000 sec): 3 clusters
  Score: Raw -7563796.462414 + Penalty 12618.380598 = -7551178.081816
  nChanged 106
		SP:Iteration 29Q (1666.020000 sec): 3 clusters
  Score: Raw -7563847.340462 + Penalty 12618.380598 = -7551228.959864
  nChanged 119
		SP:Iteration 30Q (1666.220000 sec): 3 clusters
  Score: Raw -7563890.695071 + Penalty 12618.380598 = -7551272.314472
  nChanged 117
		SP:Iteration 31Q (1666.430000 sec): 3 clusters
  Score: Raw -7563930.892773 + Penalty 12618.380598 = -7551312.512175
  nChanged 120
		SP:Iteration 32Q (1666.630000 sec): 3 clusters
  Score: Raw -7563970.607846 + Penalty 12618.380598 = -7551352.227248
  nChanged 117
		SP:Iteration 33Q (1666.840000 sec): 3 clusters
  Score: Raw -7563997.924271 + Penalty 12618.380598 = -7551379.543673
  nChanged 90
		SP:Iteration 34Q (1667.040000 sec): 3 clusters
  Score: Raw -7564017.705495 + Penalty 12618.380598 = -7551399.324896
  nChanged 85
		SP:Iteration 35Q (1667.240000 sec): 3 clusters
  Score: Raw -7564038.934540 + Penalty 12618.380598 = -7551420.553942
  nChanged 75
		SP:Iteration 36Q (1667.440000 sec): 3 clusters
  Score: Raw -7564056.422151 + Penalty 12618.380598 = -7551438.041553
  nChanged 79
		SP:Iteration 37Q (1667.640000 sec): 3 clusters
  Score: Raw -7564073.220635 + Penalty 12618.380598 = -7551454.840036
  nChanged 61
		SP:Iteration 38Q (1667.840000 sec): 3 clusters
  Score: Raw -7564086.431741 + Penalty 12618.380598 = -7551468.051143
  nChanged 55
		SP:Iteration 39Q (1668.050000 sec): 3 clusters
  Score: Raw -7564097.699104 + Penalty 12618.380598 = -7551479.318506
  nChanged 69
		SP:Iteration 40F (1668.270000 sec): 3 clusters
  Score: Raw -7564115.462845 + Penalty 12618.380598 = -7551497.082247
  nChanged 78
		SP:Iteration 41Q (1668.480000 sec): 3 clusters
  Score: Raw -7564132.301660 + Penalty 12618.380598 = -7551513.921062
  nChanged 72
		SP:Iteration 42Q (1668.680000 sec): 3 clusters
  Score: Raw -7564145.147583 + Penalty 12618.380598 = -7551526.766984
  nChanged 57
		SP:Iteration 43Q (1668.880000 sec): 3 clusters
  Score: Raw -7564153.782922 + Penalty 12618.380598 = -7551535.402324
  nChanged 45
		SP:Iteration 44Q (1669.090000 sec): 3 clusters
  Score: Raw -7564162.573463 + Penalty 12618.380598 = -7551544.192864
  nChanged 53
		SP:Iteration 45Q (1669.290000 sec): 3 clusters
  Score: Raw -7564176.661111 + Penalty 12618.380598 = -7551558.280513
  nChanged 75
		SP:Iteration 46Q (1669.500000 sec): 3 clusters
  Score: Raw -7564195.583985 + Penalty 12618.380598 = -7551577.203387
  nChanged 80
		SP:Iteration 47Q (1669.700000 sec): 3 clusters
  Score: Raw -7564220.296996 + Penalty 12618.380598 = -7551601.916398
  nChanged 83
		SP:Iteration 48Q (1669.900000 sec): 3 clusters
  Score: Raw -7564252.152300 + Penalty 12618.380598 = -7551633.771702
  nChanged 110
		SP:Iteration 49Q (1670.110000 sec): 3 clusters
  Score: Raw -7564298.069067 + Penalty 12618.380598 = -7551679.688469
  nChanged 139
		SP:Iteration 50Q (1670.310000 sec): 3 clusters
  Score: Raw -7564348.114896 + Penalty 12618.380598 = -7551729.734298
  nChanged 133
		SP:Iteration 51Q (1670.510000 sec): 3 clusters
  Score: Raw -7564395.094710 + Penalty 12618.380598 = -7551776.714112
  nChanged 136
		SP:Iteration 52Q (1670.720000 sec): 3 clusters
  Score: Raw -7564441.250978 + Penalty 12618.380598 = -7551822.870380
  nChanged 154
		SP:Iteration 53Q (1670.920000 sec): 3 clusters
  Score: Raw -7564496.548033 + Penalty 12618.380598 = -7551878.167435
  nChanged 155
		SP:Iteration 54Q (1671.120000 sec): 3 clusters
  Score: Raw -7564558.503965 + Penalty 12618.380598 = -7551940.123367
  nChanged 169
		SP:Iteration 55Q (1671.310000 sec): 3 clusters
  Score: Raw -7564616.678156 + Penalty 12618.380598 = -7551998.297557
  nChanged 154
		SP:Iteration 56Q (1671.510000 sec): 3 clusters
  Score: Raw -7564676.705426 + Penalty 12618.380598 = -7552058.324827
  nChanged 170
		SP:Iteration 57Q (1671.710000 sec): 3 clusters
  Score: Raw -7564751.349959 + Penalty 12618.380598 = -7552132.969361
  nChanged 175
		SP:Iteration 58Q (1671.900000 sec): 3 clusters
  Score: Raw -7564838.776596 + Penalty 12618.380598 = -7552220.395997
  nChanged 173
		SP:Iteration 59Q (1672.100000 sec): 3 clusters
  Score: Raw -7564918.280193 + Penalty 12618.380598 = -7552299.899594
  nChanged 173
		SP:Iteration 60F (1672.320000 sec): 3 clusters
  Score: Raw -7564980.653920 + Penalty 12618.380598 = -7552362.273321
  nChanged 141
		SP:Iteration 61Q (1672.510000 sec): 3 clusters
  Score: Raw -7565021.070077 + Penalty 12618.380598 = -7552402.689479
  nChanged 110
		SP:Iteration 62Q (1672.710000 sec): 3 clusters
  Score: Raw -7565051.345304 + Penalty 12618.380598 = -7552432.964706
  nChanged 93
		SP:Iteration 63Q (1672.900000 sec): 3 clusters
  Score: Raw -7565073.992873 + Penalty 12618.380598 = -7552455.612274
  nChanged 71
		SP:Iteration 64Q (1673.100000 sec): 3 clusters
  Score: Raw -7565088.784901 + Penalty 12618.380598 = -7552470.404303
  nChanged 62
		SP:Iteration 65Q (1673.290000 sec): 3 clusters
  Score: Raw -7565100.902998 + Penalty 12618.380598 = -7552482.522399
  nChanged 55
		SP:Iteration 66Q (1673.490000 sec): 3 clusters
  Score: Raw -7565112.384755 + Penalty 12618.380598 = -7552494.004156
  nChanged 44
		SP:Iteration 67Q (1673.690000 sec): 3 clusters
  Score: Raw -7565119.694635 + Penalty 12618.380598 = -7552501.314037
  nChanged 36
		SP:Iteration 68Q (1673.880000 sec): 3 clusters
  Score: Raw -7565126.175067 + Penalty 12618.380598 = -7552507.794469
  nChanged 28
		SP:Iteration 69Q (1674.080000 sec): 3 clusters
  Score: Raw -7565131.078825 + Penalty 12618.380598 = -7552512.698226
  nChanged 28
		SP:Iteration 70Q (1674.270000 sec): 3 clusters
  Score: Raw -7565136.891590 + Penalty 12618.380598 = -7552518.510992
  nChanged 37
		SP:Iteration 71Q (1674.470000 sec): 3 clusters
  Score: Raw -7565144.676258 + Penalty 12618.380598 = -7552526.295660
  nChanged 30
		SP:Iteration 72Q (1674.660000 sec): 3 clusters
  Score: Raw -7565150.313796 + Penalty 12618.380598 = -7552531.933198
  nChanged 25
		SP:Iteration 73Q (1674.860000 sec): 3 clusters
  Score: Raw -7565155.525772 + Penalty 12618.380598 = -7552537.145173
  nChanged 19
		SP:Iteration 74Q (1675.050000 sec): 3 clusters
  Score: Raw -7565158.005372 + Penalty 12618.380598 = -7552539.624773
  nChanged 18
		SP:Iteration 75Q (1675.240000 sec): 3 clusters
  Score: Raw -7565160.640374 + Penalty 12618.380598 = -7552542.259776
  nChanged 19
		SP:Iteration 76Q (1675.440000 sec): 3 clusters
  Score: Raw -7565163.436051 + Penalty 12618.380598 = -7552545.055452
  nChanged 13
		SP:Iteration 77Q (1675.630000 sec): 3 clusters
  Score: Raw -7565165.457070 + Penalty 12618.380598 = -7552547.076472
  nChanged 12
		SP:Iteration 78Q (1675.820000 sec): 3 clusters
  Score: Raw -7565167.451377 + Penalty 12618.380598 = -7552549.070778
  nChanged 9
		SP:Iteration 79Q (1676.020000 sec): 3 clusters
  Score: Raw -7565169.337658 + Penalty 12618.380598 = -7552550.957060
  nChanged 16
		SP:Iteration 80F (1676.240000 sec): 3 clusters
  Score: Raw -7565172.227329 + Penalty 12618.380598 = -7552553.846731
  nChanged 10
		SP:Iteration 81Q (1676.440000 sec): 3 clusters
  Score: Raw -7565173.523419 + Penalty 12618.380598 = -7552555.142821
  nChanged 10
		SP:Iteration 82Q (1676.630000 sec): 3 clusters
  Score: Raw -7565174.828448 + Penalty 12618.380598 = -7552556.447849
  nChanged 9
		SP:Iteration 83Q (1676.820000 sec): 3 clusters
  Score: Raw -7565175.903955 + Penalty 12618.380598 = -7552557.523357
  nChanged 8
		SP:Iteration 84Q (1677.010000 sec): 3 clusters
  Score: Raw -7565177.533744 + Penalty 12618.380598 = -7552559.153146
  nChanged 12
		SP:Iteration 85Q (1677.200000 sec): 3 clusters
  Score: Raw -7565179.232330 + Penalty 12618.380598 = -7552560.851731
  nChanged 11
		SP:Iteration 86Q (1677.390000 sec): 3 clusters
  Score: Raw -7565180.650816 + Penalty 12618.380598 = -7552562.270218
  nChanged 8
		SP:Iteration 87Q (1677.580000 sec): 3 clusters
  Score: Raw -7565181.595329 + Penalty 12618.380598 = -7552563.214731
  nChanged 7
		SP:Iteration 88Q (1677.770000 sec): 3 clusters
  Score: Raw -7565182.757795 + Penalty 12618.380598 = -7552564.377197
  nChanged 8
		SP:Iteration 89Q (1677.960000 sec): 3 clusters
  Score: Raw -7565183.879978 + Penalty 12618.380598 = -7552565.499379
  nChanged 6
		SP:Iteration 90Q (1678.150000 sec): 3 clusters
  Score: Raw -7565184.467933 + Penalty 12618.380598 = -7552566.087335
  nChanged 2
		SP:Iteration 91Q (1678.340000 sec): 3 clusters
  Score: Raw -7565184.724545 + Penalty 12618.380598 = -7552566.343947
  nChanged 2
		SP:Iteration 92Q (1678.530000 sec): 3 clusters
  Score: Raw -7565184.896211 + Penalty 12618.380598 = -7552566.515613
  nChanged 4
		SP:Iteration 93Q (1678.710000 sec): 3 clusters
  Score: Raw -7565185.365963 + Penalty 12618.380598 = -7552566.985365
  nChanged 4
		SP:Iteration 94Q (1678.900000 sec): 3 clusters
  Score: Raw -7565185.806597 + Penalty 12618.380598 = -7552567.425999
  nChanged 4
		SP:Iteration 95Q (1679.080000 sec): 3 clusters
  Score: Raw -7565186.308374 + Penalty 12618.380598 = -7552567.927775
  nChanged 4
		SP:Iteration 96Q (1679.280000 sec): 3 clusters
  Score: Raw -7565186.765784 + Penalty 12618.380598 = -7552568.385186
  nChanged 2
		SP:Iteration 97Q (1679.470000 sec): 3 clusters
  Score: Raw -7565187.111357 + Penalty 12618.380598 = -7552568.730759
  nChanged 5
		SP:Iteration 98Q (1679.660000 sec): 3 clusters
  Score: Raw -7565187.522994 + Penalty 12618.380598 = -7552569.142395
  nChanged 2
		SP:Iteration 99Q (1679.860000 sec): 3 clusters
  Score: Raw -7565187.727211 + Penalty 12618.380598 = -7552569.346612
  nChanged 3
		SP:Iteration 100F (1680.080000 sec): 3 clusters
  Score: Raw -7565188.109374 + Penalty 12618.380598 = -7552569.728776
  nChanged 4
		SP:Iteration 101Q (1680.270000 sec): 3 clusters
  Score: Raw -7565188.376619 + Penalty 12618.380598 = -7552569.996021
  nChanged 3
		SP:Iteration 102Q (1680.460000 sec): 3 clusters
  Score: Raw -7565189.067297 + Penalty 12618.380598 = -7552570.686699
  nChanged 7
		SP:Iteration 103Q (1680.660000 sec): 3 clusters
  Score: Raw -7565189.889527 + Penalty 12618.380598 = -7552571.508929
  nChanged 9
		SP:Iteration 104Q (1680.840000 sec): 3 clusters
  Score: Raw -7565190.885330 + Penalty 12618.380598 = -7552572.504732
  nChanged 10
		SP:Iteration 105Q (1681.040000 sec): 3 clusters
  Score: Raw -7565192.243333 + Penalty 12618.380598 = -7552573.862734
  nChanged 7
		SP:Iteration 106Q (1681.230000 sec): 3 clusters
  Score: Raw -7565193.136513 + Penalty 12618.380598 = -7552574.755915
  nChanged 3
		SP:Iteration 107Q (1681.420000 sec): 3 clusters
  Score: Raw -7565193.453502 + Penalty 12618.380598 = -7552575.072903
  nChanged 0
		SP:Iteration 108F (1681.650000 sec): 3 clusters
  Score: Raw -7565193.453502 + Penalty 12618.380598 = -7552575.072903
  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 23.66 GB.

 Trying to split cluster 8 (1719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1681.690000 sec): 2 clusters
  Score: Raw -439294.140668 + Penalty 4562.817528 = -434731.323140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1681.700000 sec): 3 clusters
  Score: Raw -439304.431512 + Penalty 9125.635057 = -430178.796455
  nChanged 438
		SP:Iteration 1F (1681.720000 sec): 3 clusters
  Score: Raw -440249.729192 + Penalty 9125.635057 = -431124.094136
  nChanged 158
		SP:Iteration 2F (1681.730000 sec): 3 clusters
  Score: Raw -440743.436535 + Penalty 9125.635057 = -431617.801479
  nChanged 95
		SP:Iteration 3F (1681.740000 sec): 3 clusters
  Score: Raw -441043.383107 + Penalty 9125.635057 = -431917.748051
  nChanged 67
		SP:Iteration 4Q (1681.750000 sec): 3 clusters
  Score: Raw -441281.411891 + Penalty 9125.635057 = -432155.776834
  nChanged 47
		SP:Iteration 5Q (1681.760000 sec): 3 clusters
  Score: Raw -441414.538254 + Penalty 9125.635057 = -432288.903197
  nChanged 20
		SP:Iteration 6Q (1681.780000 sec): 3 clusters
  Score: Raw -441464.433289 + Penalty 9125.635057 = -432338.798233
  nChanged 13
		SP:Iteration 7Q (1681.790000 sec): 3 clusters
  Score: Raw -441515.916451 + Penalty 9125.635057 = -432390.281394
  nChanged 19
		SP:Iteration 8Q (1681.800000 sec): 3 clusters
  Score: Raw -441566.109499 + Penalty 9125.635057 = -432440.474443
  nChanged 18
		SP:Iteration 9Q (1681.810000 sec): 3 clusters
  Score: Raw -441632.753960 + Penalty 9125.635057 = -432507.118903
  nChanged 30
		SP:Iteration 10Q (1681.820000 sec): 3 clusters
  Score: Raw -441797.095011 + Penalty 9125.635057 = -432671.459954
  nChanged 31
		SP:Iteration 11Q (1681.830000 sec): 3 clusters
  Score: Raw -441930.585700 + Penalty 9125.635057 = -432804.950643
  nChanged 23
		SP:Iteration 12Q (1681.840000 sec): 3 clusters
  Score: Raw -441985.600822 + Penalty 9125.635057 = -432859.965765
  nChanged 18
		SP:Iteration 13Q (1681.850000 sec): 3 clusters
  Score: Raw -442030.887397 + Penalty 9125.635057 = -432905.252340
  nChanged 12
		SP:Iteration 14Q (1681.860000 sec): 3 clusters
  Score: Raw -442061.148072 + Penalty 9125.635057 = -432935.513016
  nChanged 6
		SP:Iteration 15Q (1681.870000 sec): 3 clusters
  Score: Raw -442081.268341 + Penalty 9125.635057 = -432955.633284
  nChanged 11
		SP:Iteration 16Q (1681.880000 sec): 3 clusters
  Score: Raw -442111.994865 + Penalty 9125.635057 = -432986.359809
  nChanged 9
		SP:Iteration 17Q (1681.890000 sec): 3 clusters
  Score: Raw -442134.220938 + Penalty 9125.635057 = -433008.585881
  nChanged 5
		SP:Iteration 18Q (1681.900000 sec): 3 clusters
  Score: Raw -442144.221321 + Penalty 9125.635057 = -433018.586264
  nChanged 5
		SP:Iteration 19Q (1681.910000 sec): 3 clusters
  Score: Raw -442154.339690 + Penalty 9125.635057 = -433028.704633
  nChanged 3
		SP:Iteration 20F (1681.920000 sec): 3 clusters
  Score: Raw -442160.114455 + Penalty 9125.635057 = -433034.479398
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 9 (20181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1682.070000 sec): 2 clusters
  Score: Raw -5131719.714924 + Penalty 6071.404319 = -5125648.310605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1682.220000 sec): 3 clusters
  Score: Raw -5121444.165792 + Penalty 12142.808637 = -5109301.357155
  nChanged 8329
		SP:Iteration 1F (1682.370000 sec): 3 clusters
  Score: Raw -5131748.605404 + Penalty 12142.808637 = -5119605.796767
  nChanged 2336
		SP:Iteration 2F (1682.520000 sec): 3 clusters
  Score: Raw -5138023.187419 + Penalty 12142.808637 = -5125880.378781
  nChanged 2035
		SP:Iteration 3F (1682.680000 sec): 3 clusters
  Score: Raw -5140195.601804 + Penalty 12142.808637 = -5128052.793167
  nChanged 1506
		SP:Iteration 4F (1682.830000 sec): 3 clusters
  Score: Raw -5141728.838390 + Penalty 12142.808637 = -5129586.029753
  nChanged 1484
		SP:Iteration 5F (1682.980000 sec): 3 clusters
  Score: Raw -5143803.272331 + Penalty 12142.808637 = -5131660.463694
  nChanged 1640
		SP:Iteration 6F (1683.140000 sec): 3 clusters
  Score: Raw -5146404.336339 + Penalty 12142.808637 = -5134261.527702
  nChanged 1654
		SP:Iteration 7F (1683.280000 sec): 3 clusters
  Score: Raw -5148605.056096 + Penalty 12142.808637 = -5136462.247459
  nChanged 1342
		SP:Iteration 8F (1683.430000 sec): 3 clusters
  Score: Raw -5150108.143912 + Penalty 12142.808637 = -5137965.335274
  nChanged 965
		SP:Iteration 9Q (1683.560000 sec): 3 clusters
  Score: Raw -5151281.223003 + Penalty 12142.808637 = -5139138.414366
  nChanged 786
		SP:Iteration 10Q (1683.680000 sec): 3 clusters
  Score: Raw -5152684.218826 + Penalty 12142.808637 = -5140541.410188
  nChanged 608
		SP:Iteration 11Q (1683.810000 sec): 3 clusters
  Score: Raw -5153504.027898 + Penalty 12142.808637 = -5141361.219261
  nChanged 344
		SP:Iteration 12Q (1683.940000 sec): 3 clusters
  Score: Raw -5153729.131693 + Penalty 12142.808637 = -5141586.323056
  nChanged 185
		SP:Iteration 13Q (1684.060000 sec): 3 clusters
  Score: Raw -5153832.866090 + Penalty 12142.808637 = -5141690.057453
  nChanged 145
		SP:Iteration 14Q (1684.180000 sec): 3 clusters
  Score: Raw -5153912.361992 + Penalty 12142.808637 = -5141769.553355
  nChanged 92
		SP:Iteration 15Q (1684.300000 sec): 3 clusters
  Score: Raw -5153954.109823 + Penalty 12142.808637 = -5141811.301186
  nChanged 80
		SP:Iteration 16Q (1684.430000 sec): 3 clusters
  Score: Raw -5153987.579034 + Penalty 12142.808637 = -5141844.770397
  nChanged 56
		SP:Iteration 17Q (1684.550000 sec): 3 clusters
  Score: Raw -5154007.797174 + Penalty 12142.808637 = -5141864.988537
  nChanged 38
		SP:Iteration 18Q (1684.670000 sec): 3 clusters
  Score: Raw -5154020.647123 + Penalty 12142.808637 = -5141877.838486
  nChanged 26
		SP:Iteration 19Q (1684.790000 sec): 3 clusters
  Score: Raw -5154026.591758 + Penalty 12142.808637 = -5141883.783121
  nChanged 15
		SP:Iteration 20F (1684.940000 sec): 3 clusters
  Score: Raw -5154030.404540 + Penalty 12142.808637 = -5141887.595903
  nChanged 13
		SP:Iteration 21Q (1685.070000 sec): 3 clusters
  Score: Raw -5154033.055290 + Penalty 12142.808637 = -5141890.246652
  nChanged 11
		SP:Iteration 22Q (1685.190000 sec): 3 clusters
  Score: Raw -5154035.598277 + Penalty 12142.808637 = -5141892.789639
  nChanged 11
		SP:Iteration 23Q (1685.310000 sec): 3 clusters
  Score: Raw -5154038.690066 + Penalty 12142.808637 = -5141895.881428
  nChanged 9
		SP:Iteration 24Q (1685.430000 sec): 3 clusters
  Score: Raw -5154040.959751 + Penalty 12142.808637 = -5141898.151114
  nChanged 8
		SP:Iteration 25Q (1685.560000 sec): 3 clusters
  Score: Raw -5154043.537319 + Penalty 12142.808637 = -5141900.728681
  nChanged 8
		SP:Iteration 26Q (1685.680000 sec): 3 clusters
  Score: Raw -5154046.246079 + Penalty 12142.808637 = -5141903.437442
  nChanged 8
		SP:Iteration 27Q (1685.800000 sec): 3 clusters
  Score: Raw -5154047.969285 + Penalty 12142.808637 = -5141905.160648
  nChanged 6
		SP:Iteration 28Q (1685.920000 sec): 3 clusters
  Score: Raw -5154050.756744 + Penalty 12142.808637 = -5141907.948107
  nChanged 11
		SP:Iteration 29Q (1686.040000 sec): 3 clusters
  Score: Raw -5154053.810302 + Penalty 12142.808637 = -5141911.001665
  nChanged 12
		SP:Iteration 30Q (1686.170000 sec): 3 clusters
  Score: Raw -5154056.437361 + Penalty 12142.808637 = -5141913.628723
  nChanged 8
		SP:Iteration 31Q (1686.290000 sec): 3 clusters
  Score: Raw -5154058.519045 + Penalty 12142.808637 = -5141915.710408
  nChanged 5
		SP:Iteration 32Q (1686.410000 sec): 3 clusters
  Score: Raw -5154059.225598 + Penalty 12142.808637 = -5141916.416961
  nChanged 2
		SP:Iteration 33Q (1686.530000 sec): 3 clusters
  Score: Raw -5154059.649360 + Penalty 12142.808637 = -5141916.840723
  nChanged 1
		SP:Iteration 34Q (1686.650000 sec): 3 clusters
  Score: Raw -5154059.835930 + Penalty 12142.808637 = -5141917.027293
  nChanged 3
		SP:Iteration 35Q (1686.780000 sec): 3 clusters
  Score: Raw -5154060.563221 + Penalty 12142.808637 = -5141917.754583
  nChanged 1
		SP:Iteration 36Q (1686.900000 sec): 3 clusters
  Score: Raw -5154061.056617 + Penalty 12142.808637 = -5141918.247980
  nChanged 3
		SP:Iteration 37Q (1687.020000 sec): 3 clusters
  Score: Raw -5154062.228755 + Penalty 12142.808637 = -5141919.420118
  nChanged 1
		SP:Iteration 38Q (1687.140000 sec): 3 clusters
  Score: Raw -5154062.433430 + Penalty 12142.808637 = -5141919.624793
  nChanged 1
		SP:Iteration 39Q (1687.260000 sec): 3 clusters
  Score: Raw -5154062.620549 + Penalty 12142.808637 = -5141919.811912
  nChanged 0
		SP:Iteration 40F (1687.420000 sec): 3 clusters
  Score: Raw -5154062.620549 + Penalty 12142.808637 = -5141919.811912
  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 23.66 GB.

 Trying to split cluster 10 (124336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1688.760000 sec): 2 clusters
  Score: Raw -32996557.474258 + Penalty 7185.080000 = -32989372.394257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1689.690000 sec): 3 clusters
  Score: Raw -32919661.952697 + Penalty 14370.160000 = -32905291.792697
  nChanged 57305
		SP:Iteration 1F (1690.620000 sec): 3 clusters
  Score: Raw -32951208.351756 + Penalty 14370.160000 = -32936838.191756
  nChanged 5056
		SP:Iteration 2Q (1691.560000 sec): 3 clusters
  Score: Raw -32952884.782732 + Penalty 14370.160000 = -32938514.622732
  nChanged 5109
		SP:Iteration 3Q (1692.500000 sec): 3 clusters
  Score: Raw -32955169.773897 + Penalty 14370.160000 = -32940799.613897
  nChanged 6014
		SP:Iteration 4Q (1693.440000 sec): 3 clusters
  Score: Raw -32958730.851344 + Penalty 14370.160000 = -32944360.691343
  nChanged 7121
		SP:Iteration 5F (1694.380000 sec): 3 clusters
  Score: Raw -32963765.616575 + Penalty 14370.160000 = -32949395.456574
  nChanged 8224
		SP:Iteration 6F (1695.310000 sec): 3 clusters
  Score: Raw -32970101.561729 + Penalty 14370.160000 = -32955731.401729
  nChanged 8972
		SP:Iteration 7F (1696.250000 sec): 3 clusters
  Score: Raw -32977523.654894 + Penalty 14370.160000 = -32963153.494893
  nChanged 9266
		SP:Iteration 8F (1697.180000 sec): 3 clusters
  Score: Raw -32985519.254718 + Penalty 14370.160000 = -32971149.094717
  nChanged 8911
		SP:Iteration 9F (1698.120000 sec): 3 clusters
  Score: Raw -32993158.181634 + Penalty 14370.160000 = -32978788.021633
  nChanged 7716
		SP:Iteration 10F (1699.050000 sec): 3 clusters
  Score: Raw -32999110.312851 + Penalty 14370.160000 = -32984740.152851
  nChanged 5619
		SP:Iteration 11Q (1699.940000 sec): 3 clusters
  Score: Raw -33002659.765307 + Penalty 14370.160000 = -32988289.605307
  nChanged 3677
		SP:Iteration 12Q (1700.810000 sec): 3 clusters
  Score: Raw -33004486.788353 + Penalty 14370.160000 = -32990116.628352
  nChanged 2476
		SP:Iteration 13Q (1701.670000 sec): 3 clusters
  Score: Raw -33005410.295482 + Penalty 14370.160000 = -32991040.135482
  nChanged 1799
		SP:Iteration 14Q (1702.520000 sec): 3 clusters
  Score: Raw -33006019.438721 + Penalty 14370.160000 = -32991649.278720
  nChanged 1642
		SP:Iteration 15Q (1703.360000 sec): 3 clusters
  Score: Raw -33006556.144371 + Penalty 14370.160000 = -32992185.984370
  nChanged 1540
		SP:Iteration 16Q (1704.190000 sec): 3 clusters
  Score: Raw -33007047.896162 + Penalty 14370.160000 = -32992677.736162
  nChanged 1428
		SP:Iteration 17Q (1705.020000 sec): 3 clusters
  Score: Raw -33007509.866271 + Penalty 14370.160000 = -32993139.706271
  nChanged 1421
		SP:Iteration 18Q (1705.840000 sec): 3 clusters
  Score: Raw -33007992.314985 + Penalty 14370.160000 = -32993622.154985
  nChanged 1370
		SP:Iteration 19Q (1706.650000 sec): 3 clusters
  Score: Raw -33008445.033416 + Penalty 14370.160000 = -32994074.873416
  nChanged 1285
		SP:Iteration 20F (1707.580000 sec): 3 clusters
  Score: Raw -33008866.464440 + Penalty 14370.160000 = -32994496.304440
  nChanged 1216
		SP:Iteration 21Q (1708.390000 sec): 3 clusters
  Score: Raw -33009237.582522 + Penalty 14370.160000 = -32994867.422521
  nChanged 1099
		SP:Iteration 22Q (1709.200000 sec): 3 clusters
  Score: Raw -33009537.466099 + Penalty 14370.160000 = -32995167.306098
  nChanged 873
		SP:Iteration 23Q (1710.010000 sec): 3 clusters
  Score: Raw -33009750.583689 + Penalty 14370.160000 = -32995380.423689
  nChanged 796
		SP:Iteration 24Q (1710.810000 sec): 3 clusters
  Score: Raw -33009940.035641 + Penalty 14370.160000 = -32995569.875640
  nChanged 725
		SP:Iteration 25Q (1711.600000 sec): 3 clusters
  Score: Raw -33010087.974227 + Penalty 14370.160000 = -32995717.814227
  nChanged 610
		SP:Iteration 26Q (1712.390000 sec): 3 clusters
  Score: Raw -33010193.154916 + Penalty 14370.160000 = -32995822.994916
  nChanged 526
		SP:Iteration 27Q (1713.180000 sec): 3 clusters
  Score: Raw -33010278.524506 + Penalty 14370.160000 = -32995908.364505
  nChanged 406
		SP:Iteration 28Q (1713.970000 sec): 3 clusters
  Score: Raw -33010332.130522 + Penalty 14370.160000 = -32995961.970522
  nChanged 334
		SP:Iteration 29Q (1714.750000 sec): 3 clusters
  Score: Raw -33010374.232292 + Penalty 14370.160000 = -32996004.072291
  nChanged 292
		SP:Iteration 30Q (1715.540000 sec): 3 clusters
  Score: Raw -33010406.819203 + Penalty 14370.160000 = -32996036.659202
  nChanged 245
		SP:Iteration 31Q (1716.320000 sec): 3 clusters
  Score: Raw -33010430.460813 + Penalty 14370.160000 = -32996060.300812
  nChanged 224
		SP:Iteration 32Q (1717.100000 sec): 3 clusters
  Score: Raw -33010451.633621 + Penalty 14370.160000 = -32996081.473621
  nChanged 181
		SP:Iteration 33Q (1717.890000 sec): 3 clusters
  Score: Raw -33010466.922066 + Penalty 14370.160000 = -32996096.762065
  nChanged 151
		SP:Iteration 34Q (1718.670000 sec): 3 clusters
  Score: Raw -33010477.335985 + Penalty 14370.160000 = -32996107.175984
  nChanged 114
		SP:Iteration 35Q (1719.450000 sec): 3 clusters
  Score: Raw -33010484.547851 + Penalty 14370.160000 = -32996114.387851
  nChanged 98
		SP:Iteration 36Q (1720.230000 sec): 3 clusters
  Score: Raw -33010490.579506 + Penalty 14370.160000 = -32996120.419506
  nChanged 84
		SP:Iteration 37Q (1721.010000 sec): 3 clusters
  Score: Raw -33010496.108100 + Penalty 14370.160000 = -32996125.948099
  nChanged 86
		SP:Iteration 38Q (1721.790000 sec): 3 clusters
  Score: Raw -33010501.556308 + Penalty 14370.160000 = -32996131.396308
  nChanged 75
		SP:Iteration 39Q (1722.560000 sec): 3 clusters
  Score: Raw -33010505.678617 + Penalty 14370.160000 = -32996135.518616
  nChanged 70
		SP:Iteration 40F (1723.490000 sec): 3 clusters
  Score: Raw -33010509.456776 + Penalty 14370.160000 = -32996139.296775
  nChanged 67
		SP:Iteration 41Q (1724.270000 sec): 3 clusters
  Score: Raw -33010512.774098 + Penalty 14370.160000 = -32996142.614098
  nChanged 57
		SP:Iteration 42Q (1725.060000 sec): 3 clusters
  Score: Raw -33010515.513050 + Penalty 14370.160000 = -32996145.353050
  nChanged 57
		SP:Iteration 43Q (1725.840000 sec): 3 clusters
  Score: Raw -33010518.150009 + Penalty 14370.160000 = -32996147.990009
  nChanged 40
		SP:Iteration 44Q (1726.620000 sec): 3 clusters
  Score: Raw -33010519.795330 + Penalty 14370.160000 = -32996149.635330
  nChanged 39
		SP:Iteration 45Q (1727.410000 sec): 3 clusters
  Score: Raw -33010521.270694 + Penalty 14370.160000 = -32996151.110693
  nChanged 31
		SP:Iteration 46Q (1728.190000 sec): 3 clusters
  Score: Raw -33010522.617733 + Penalty 14370.160000 = -32996152.457732
  nChanged 32
		SP:Iteration 47Q (1728.970000 sec): 3 clusters
  Score: Raw -33010524.027647 + Penalty 14370.160000 = -32996153.867646
  nChanged 26
		SP:Iteration 48Q (1729.760000 sec): 3 clusters
  Score: Raw -33010525.048949 + Penalty 14370.160000 = -32996154.888949
  nChanged 26
		SP:Iteration 49Q (1730.540000 sec): 3 clusters
  Score: Raw -33010526.019332 + Penalty 14370.160000 = -32996155.859332
  nChanged 24
		SP:Iteration 50Q (1731.320000 sec): 3 clusters
  Score: Raw -33010527.053835 + Penalty 14370.160000 = -32996156.893835
  nChanged 24
		SP:Iteration 51Q (1732.100000 sec): 3 clusters
  Score: Raw -33010527.916557 + Penalty 14370.160000 = -32996157.756556
  nChanged 24
		SP:Iteration 52Q (1732.880000 sec): 3 clusters
  Score: Raw -33010529.081291 + Penalty 14370.160000 = -32996158.921291
  nChanged 30
		SP:Iteration 53Q (1733.660000 sec): 3 clusters
  Score: Raw -33010530.455820 + Penalty 14370.160000 = -32996160.295820
  nChanged 26
		SP:Iteration 54Q (1734.450000 sec): 3 clusters
  Score: Raw -33010531.497590 + Penalty 14370.160000 = -32996161.337590
  nChanged 29
		SP:Iteration 55Q (1735.230000 sec): 3 clusters
  Score: Raw -33010532.758770 + Penalty 14370.160000 = -32996162.598770
  nChanged 26
		SP:Iteration 56Q (1736.010000 sec): 3 clusters
  Score: Raw -33010533.807320 + Penalty 14370.160000 = -32996163.647319
  nChanged 21
		SP:Iteration 57Q (1736.790000 sec): 3 clusters
  Score: Raw -33010534.860160 + Penalty 14370.160000 = -32996164.700160
  nChanged 21
		SP:Iteration 58Q (1737.570000 sec): 3 clusters
  Score: Raw -33010535.588785 + Penalty 14370.160000 = -32996165.428784
  nChanged 16
		SP:Iteration 59Q (1738.350000 sec): 3 clusters
  Score: Raw -33010536.232250 + Penalty 14370.160000 = -32996166.072249
  nChanged 17
		SP:Iteration 60F (1739.270000 sec): 3 clusters
  Score: Raw -33010536.878925 + Penalty 14370.160000 = -32996166.718925
  nChanged 19
		SP:Iteration 61Q (1740.060000 sec): 3 clusters
  Score: Raw -33010537.834997 + Penalty 14370.160000 = -32996167.674997
  nChanged 17
		SP:Iteration 62Q (1740.840000 sec): 3 clusters
  Score: Raw -33010538.556294 + Penalty 14370.160000 = -32996168.396294
  nChanged 17
		SP:Iteration 63Q (1741.620000 sec): 3 clusters
  Score: Raw -33010539.347791 + Penalty 14370.160000 = -32996169.187791
  nChanged 19
		SP:Iteration 64Q (1742.400000 sec): 3 clusters
  Score: Raw -33010540.149432 + Penalty 14370.160000 = -32996169.989431
  nChanged 24
		SP:Iteration 65Q (1743.180000 sec): 3 clusters
  Score: Raw -33010541.129554 + Penalty 14370.160000 = -32996170.969553
  nChanged 19
		SP:Iteration 66Q (1743.960000 sec): 3 clusters
  Score: Raw -33010541.930424 + Penalty 14370.160000 = -32996171.770423
  nChanged 16
		SP:Iteration 67Q (1744.740000 sec): 3 clusters
  Score: Raw -33010542.728498 + Penalty 14370.160000 = -32996172.568497
  nChanged 22
		SP:Iteration 68Q (1745.520000 sec): 3 clusters
  Score: Raw -33010543.603024 + Penalty 14370.160000 = -32996173.443024
  nChanged 20
		SP:Iteration 69Q (1746.300000 sec): 3 clusters
  Score: Raw -33010544.484611 + Penalty 14370.160000 = -32996174.324611
  nChanged 24
		SP:Iteration 70Q (1747.080000 sec): 3 clusters
  Score: Raw -33010545.406513 + Penalty 14370.160000 = -32996175.246512
  nChanged 15
		SP:Iteration 71Q (1747.860000 sec): 3 clusters
  Score: Raw -33010545.919731 + Penalty 14370.160000 = -32996175.759731
  nChanged 14
		SP:Iteration 72Q (1748.640000 sec): 3 clusters
  Score: Raw -33010546.514939 + Penalty 14370.160000 = -32996176.354938
  nChanged 5
		SP:Iteration 73Q (1749.420000 sec): 3 clusters
  Score: Raw -33010546.717484 + Penalty 14370.160000 = -32996176.557484
  nChanged 4
		SP:Iteration 74Q (1750.210000 sec): 3 clusters
  Score: Raw -33010546.870746 + Penalty 14370.160000 = -32996176.710745
  nChanged 6
		SP:Iteration 75Q (1750.990000 sec): 3 clusters
  Score: Raw -33010547.179335 + Penalty 14370.160000 = -32996177.019334
  nChanged 8
		SP:Iteration 76Q (1751.770000 sec): 3 clusters
  Score: Raw -33010547.514877 + Penalty 14370.160000 = -32996177.354876
  nChanged 6
		SP:Iteration 77Q (1752.550000 sec): 3 clusters
  Score: Raw -33010547.655663 + Penalty 14370.160000 = -32996177.495662
  nChanged 5
		SP:Iteration 78Q (1753.330000 sec): 3 clusters
  Score: Raw -33010547.946162 + Penalty 14370.160000 = -32996177.786161
  nChanged 11
		SP:Iteration 79Q (1754.110000 sec): 3 clusters
  Score: Raw -33010548.361906 + Penalty 14370.160000 = -32996178.201906
  nChanged 12
		SP:Iteration 80F (1755.030000 sec): 3 clusters
  Score: Raw -33010548.715964 + Penalty 14370.160000 = -32996178.555964
  nChanged 9
		SP:Iteration 81Q (1755.810000 sec): 3 clusters
  Score: Raw -33010549.000608 + Penalty 14370.160000 = -32996178.840607
  nChanged 6
		SP:Iteration 82Q (1756.590000 sec): 3 clusters
  Score: Raw -33010549.250606 + Penalty 14370.160000 = -32996179.090606
  nChanged 4
		SP:Iteration 83Q (1757.370000 sec): 3 clusters
  Score: Raw -33010549.361768 + Penalty 14370.160000 = -32996179.201767
  nChanged 6
		SP:Iteration 84Q (1758.150000 sec): 3 clusters
  Score: Raw -33010549.548960 + Penalty 14370.160000 = -32996179.388959
  nChanged 4
		SP:Iteration 85Q (1758.930000 sec): 3 clusters
  Score: Raw -33010549.651294 + Penalty 14370.160000 = -32996179.491293
  nChanged 2
		SP:Iteration 86Q (1759.700000 sec): 3 clusters
  Score: Raw -33010549.729266 + Penalty 14370.160000 = -32996179.569266
  nChanged 3
		SP:Iteration 87Q (1760.480000 sec): 3 clusters
  Score: Raw -33010549.817520 + Penalty 14370.160000 = -32996179.657520
  nChanged 4
		SP:Iteration 88Q (1761.260000 sec): 3 clusters
  Score: Raw -33010549.942015 + Penalty 14370.160000 = -32996179.782015
  nChanged 2
		SP:Iteration 89Q (1762.050000 sec): 3 clusters
  Score: Raw -33010549.983770 + Penalty 14370.160000 = -32996179.823770
  nChanged 3
		SP:Iteration 90Q (1762.820000 sec): 3 clusters
  Score: Raw -33010550.057630 + Penalty 14370.160000 = -32996179.897630
  nChanged 2
		SP:Iteration 91Q (1763.600000 sec): 3 clusters
  Score: Raw -33010550.136753 + Penalty 14370.160000 = -32996179.976753
  nChanged 3
		SP:Iteration 92Q (1764.380000 sec): 3 clusters
  Score: Raw -33010550.268568 + Penalty 14370.160000 = -32996180.108568
  nChanged 6
		SP:Iteration 93Q (1765.160000 sec): 3 clusters
  Score: Raw -33010550.426983 + Penalty 14370.160000 = -32996180.266983
  nChanged 1
		SP:Iteration 94Q (1765.940000 sec): 3 clusters
  Score: Raw -33010550.449099 + Penalty 14370.160000 = -32996180.289099
  nChanged 2
		SP:Iteration 95Q (1766.720000 sec): 3 clusters
  Score: Raw -33010550.511524 + Penalty 14370.160000 = -32996180.351523
  nChanged 1
		SP:Iteration 96Q (1767.510000 sec): 3 clusters
  Score: Raw -33010550.542786 + Penalty 14370.160000 = -32996180.382786
  nChanged 0
		SP:Iteration 97F (1768.440000 sec): 3 clusters
  Score: Raw -33010550.542786 + Penalty 14370.160000 = -32996180.382786
  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 23.66 GB.

 Trying to split cluster 11 (115734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1769.170000 sec): 2 clusters
  Score: Raw -30699999.094035 + Penalty 7141.167962 = -30692857.926073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1770.060000 sec): 3 clusters
  Score: Raw -30628666.246209 + Penalty 14282.335923 = -30614383.910285
  nChanged 53402
		SP:Iteration 1F (1770.940000 sec): 3 clusters
  Score: Raw -30658658.172091 + Penalty 14282.335923 = -30644375.836168
  nChanged 5067
		SP:Iteration 2Q (1771.840000 sec): 3 clusters
  Score: Raw -30660479.890940 + Penalty 14282.335923 = -30646197.555016
  nChanged 5224
		SP:Iteration 3Q (1772.730000 sec): 3 clusters
  Score: Raw -30662961.181421 + Penalty 14282.335923 = -30648678.845497
  nChanged 6160
		SP:Iteration 4F (1773.620000 sec): 3 clusters
  Score: Raw -30666544.587721 + Penalty 14282.335923 = -30652262.251797
  nChanged 7127
		SP:Iteration 5F (1774.510000 sec): 3 clusters
  Score: Raw -30671156.305212 + Penalty 14282.335923 = -30656873.969289
  nChanged 8165
		SP:Iteration 6F (1775.380000 sec): 3 clusters
  Score: Raw -30677108.556280 + Penalty 14282.335923 = -30662826.220357
  nChanged 8428
		SP:Iteration 7F (1776.280000 sec): 3 clusters
  Score: Raw -30683854.643541 + Penalty 14282.335923 = -30669572.307618
  nChanged 7572
		SP:Iteration 8F (1777.160000 sec): 3 clusters
  Score: Raw -30689837.709445 + Penalty 14282.335923 = -30675555.373521
  nChanged 6170
		SP:Iteration 9F (1778.030000 sec): 3 clusters
  Score: Raw -30694207.710331 + Penalty 14282.335923 = -30679925.374407
  nChanged 4467
		SP:Iteration 10Q (1778.880000 sec): 3 clusters
  Score: Raw -30696962.805701 + Penalty 14282.335923 = -30682680.469778
  nChanged 3214
		SP:Iteration 11Q (1779.710000 sec): 3 clusters
  Score: Raw -30698759.568983 + Penalty 14282.335923 = -30684477.233059
  nChanged 2446
		SP:Iteration 12Q (1780.520000 sec): 3 clusters
  Score: Raw -30700023.268617 + Penalty 14282.335923 = -30685740.932693
  nChanged 1962
		SP:Iteration 13Q (1781.320000 sec): 3 clusters
  Score: Raw -30701027.566244 + Penalty 14282.335923 = -30686745.230320
  nChanged 1712
		SP:Iteration 14Q (1782.110000 sec): 3 clusters
  Score: Raw -30701925.489863 + Penalty 14282.335923 = -30687643.153939
  nChanged 1518
		SP:Iteration 15Q (1782.910000 sec): 3 clusters
  Score: Raw -30702652.847804 + Penalty 14282.335923 = -30688370.511880
  nChanged 1347
		SP:Iteration 16Q (1783.680000 sec): 3 clusters
  Score: Raw -30703247.328283 + Penalty 14282.335923 = -30688964.992360
  nChanged 1108
		SP:Iteration 17Q (1784.420000 sec): 3 clusters
  Score: Raw -30703727.881242 + Penalty 14282.335923 = -30689445.545319
  nChanged 1025
		SP:Iteration 18Q (1785.160000 sec): 3 clusters
  Score: Raw -30704135.240298 + Penalty 14282.335923 = -30689852.904375
  nChanged 883
		SP:Iteration 19Q (1785.880000 sec): 3 clusters
  Score: Raw -30704463.659726 + Penalty 14282.335923 = -30690181.323803
  nChanged 771
		SP:Iteration 20F (1786.750000 sec): 3 clusters
  Score: Raw -30704740.938066 + Penalty 14282.335923 = -30690458.602142
  nChanged 647
		SP:Iteration 21Q (1787.460000 sec): 3 clusters
  Score: Raw -30704967.208941 + Penalty 14282.335923 = -30690684.873017
  nChanged 625
		SP:Iteration 22Q (1788.160000 sec): 3 clusters
  Score: Raw -30705226.480712 + Penalty 14282.335923 = -30690944.144789
  nChanged 633
		SP:Iteration 23Q (1788.860000 sec): 3 clusters
  Score: Raw -30705526.265237 + Penalty 14282.335923 = -30691243.929313
  nChanged 604
		SP:Iteration 24Q (1789.550000 sec): 3 clusters
  Score: Raw -30705909.551201 + Penalty 14282.335923 = -30691627.215277
  nChanged 609
		SP:Iteration 25Q (1790.230000 sec): 3 clusters
  Score: Raw -30706400.438550 + Penalty 14282.335923 = -30692118.102626
  nChanged 637
		SP:Iteration 26Q (1790.890000 sec): 3 clusters
  Score: Raw -30707039.528672 + Penalty 14282.335923 = -30692757.192748
  nChanged 639
		SP:Iteration 27Q (1791.550000 sec): 3 clusters
  Score: Raw -30707863.226669 + Penalty 14282.335923 = -30693580.890746
  nChanged 533
		SP:Iteration 28Q (1792.200000 sec): 3 clusters
  Score: Raw -30708490.495213 + Penalty 14282.335923 = -30694208.159290
  nChanged 445
		SP:Iteration 29Q (1792.830000 sec): 3 clusters
  Score: Raw -30708829.391697 + Penalty 14282.335923 = -30694547.055774
  nChanged 335
		SP:Iteration 30Q (1793.460000 sec): 3 clusters
  Score: Raw -30708965.819608 + Penalty 14282.335923 = -30694683.483685
  nChanged 190
		SP:Iteration 31Q (1794.090000 sec): 3 clusters
  Score: Raw -30709017.101407 + Penalty 14282.335923 = -30694734.765483
  nChanged 126
		SP:Iteration 32Q (1794.710000 sec): 3 clusters
  Score: Raw -30709042.812549 + Penalty 14282.335923 = -30694760.476625
  nChanged 85
		SP:Iteration 33Q (1795.340000 sec): 3 clusters
  Score: Raw -30709058.279462 + Penalty 14282.335923 = -30694775.943539
  nChanged 60
		SP:Iteration 34Q (1795.970000 sec): 3 clusters
  Score: Raw -30709067.847835 + Penalty 14282.335923 = -30694785.511911
  nChanged 44
		SP:Iteration 35Q (1796.590000 sec): 3 clusters
  Score: Raw -30709073.929255 + Penalty 14282.335923 = -30694791.593331
  nChanged 36
		SP:Iteration 36Q (1797.210000 sec): 3 clusters
  Score: Raw -30709079.268360 + Penalty 14282.335923 = -30694796.932437
  nChanged 25
		SP:Iteration 37Q (1797.830000 sec): 3 clusters
  Score: Raw -30709083.229162 + Penalty 14282.335923 = -30694800.893239
  nChanged 23
		SP:Iteration 38Q (1798.460000 sec): 3 clusters
  Score: Raw -30709086.761213 + Penalty 14282.335923 = -30694804.425289
  nChanged 19
		SP:Iteration 39Q (1799.080000 sec): 3 clusters
  Score: Raw -30709089.388268 + Penalty 14282.335923 = -30694807.052345
  nChanged 24
		SP:Iteration 40F (1799.950000 sec): 3 clusters
  Score: Raw -30709092.340663 + Penalty 14282.335923 = -30694810.004739
  nChanged 12
		SP:Iteration 41Q (1800.570000 sec): 3 clusters
  Score: Raw -30709093.699348 + Penalty 14282.335923 = -30694811.363424
  nChanged 9
		SP:Iteration 42Q (1801.190000 sec): 3 clusters
  Score: Raw -30709094.739460 + Penalty 14282.335923 = -30694812.403537
  nChanged 13
		SP:Iteration 43Q (1801.810000 sec): 3 clusters
  Score: Raw -30709096.110103 + Penalty 14282.335923 = -30694813.774179
  nChanged 8
		SP:Iteration 44Q (1802.430000 sec): 3 clusters
  Score: Raw -30709097.085055 + Penalty 14282.335923 = -30694814.749131
  nChanged 5
		SP:Iteration 45Q (1803.060000 sec): 3 clusters
  Score: Raw -30709097.746950 + Penalty 14282.335923 = -30694815.411026
  nChanged 5
		SP:Iteration 46Q (1803.680000 sec): 3 clusters
  Score: Raw -30709098.249354 + Penalty 14282.335923 = -30694815.913430
  nChanged 3
		SP:Iteration 47Q (1804.300000 sec): 3 clusters
  Score: Raw -30709098.572860 + Penalty 14282.335923 = -30694816.236937
  nChanged 2
		SP:Iteration 48Q (1804.920000 sec): 3 clusters
  Score: Raw -30709098.754061 + Penalty 14282.335923 = -30694816.418138
  nChanged 2
		SP:Iteration 49Q (1805.550000 sec): 3 clusters
  Score: Raw -30709098.950550 + Penalty 14282.335923 = -30694816.614626
  nChanged 2
		SP:Iteration 50Q (1806.170000 sec): 3 clusters
  Score: Raw -30709099.294733 + Penalty 14282.335923 = -30694816.958810
  nChanged 2
		SP:Iteration 51Q (1806.790000 sec): 3 clusters
  Score: Raw -30709099.509998 + Penalty 14282.335923 = -30694817.174075
  nChanged 3
		SP:Iteration 52Q (1807.410000 sec): 3 clusters
  Score: Raw -30709099.789261 + Penalty 14282.335923 = -30694817.453337
  nChanged 1
		SP:Iteration 53Q (1808.040000 sec): 3 clusters
  Score: Raw -30709099.859837 + Penalty 14282.335923 = -30694817.523913
  nChanged 0
		SP:Iteration 54F (1808.910000 sec): 3 clusters
  Score: Raw -30709099.859837 + Penalty 14282.335923 = -30694817.523913
  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 23.66 GB.

 Trying to split cluster 12 (55762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1809.300000 sec): 2 clusters
  Score: Raw -14026683.639454 + Penalty 6693.919347 = -14019989.720107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1809.720000 sec): 3 clusters
  Score: Raw -13993997.633134 + Penalty 13387.838693 = -13980609.794441
  nChanged 24790
		SP:Iteration 1F (1810.140000 sec): 3 clusters
  Score: Raw -14009268.529651 + Penalty 13387.838693 = -13995880.690958
  nChanged 4266
		SP:Iteration 2F (1810.570000 sec): 3 clusters
  Score: Raw -14012857.705690 + Penalty 13387.838693 = -13999469.866996
  nChanged 4454
		SP:Iteration 3F (1810.990000 sec): 3 clusters
  Score: Raw -14017093.221607 + Penalty 13387.838693 = -14003705.382913
  nChanged 4651
		SP:Iteration 4F (1811.410000 sec): 3 clusters
  Score: Raw -14021639.956472 + Penalty 13387.838693 = -14008252.117779
  nChanged 4556
		SP:Iteration 5F (1811.830000 sec): 3 clusters
  Score: Raw -14026631.754259 + Penalty 13387.838693 = -14013243.915566
  nChanged 4366
		SP:Iteration 6F (1812.250000 sec): 3 clusters
  Score: Raw -14031585.113273 + Penalty 13387.838693 = -14018197.274580
  nChanged 3750
		SP:Iteration 7F (1812.670000 sec): 3 clusters
  Score: Raw -14035242.248865 + Penalty 13387.838693 = -14021854.410172
  nChanged 2862
		SP:Iteration 8F (1813.090000 sec): 3 clusters
  Score: Raw -14037778.111110 + Penalty 13387.838693 = -14024390.272417
  nChanged 2114
		SP:Iteration 9Q (1813.490000 sec): 3 clusters
  Score: Raw -14039896.187405 + Penalty 13387.838693 = -14026508.348711
  nChanged 1631
		SP:Iteration 10Q (1813.870000 sec): 3 clusters
  Score: Raw -14041478.345153 + Penalty 13387.838693 = -14028090.506459
  nChanged 1301
		SP:Iteration 11Q (1814.250000 sec): 3 clusters
  Score: Raw -14042433.072945 + Penalty 13387.838693 = -14029045.234251
  nChanged 1009
		SP:Iteration 12Q (1814.620000 sec): 3 clusters
  Score: Raw -14042990.662086 + Penalty 13387.838693 = -14029602.823393
  nChanged 770
		SP:Iteration 13Q (1814.990000 sec): 3 clusters
  Score: Raw -14043340.782901 + Penalty 13387.838693 = -14029952.944207
  nChanged 592
		SP:Iteration 14Q (1815.350000 sec): 3 clusters
  Score: Raw -14043579.603824 + Penalty 13387.838693 = -14030191.765131
  nChanged 486
		SP:Iteration 15Q (1815.720000 sec): 3 clusters
  Score: Raw -14043737.830141 + Penalty 13387.838693 = -14030349.991448
  nChanged 394
		SP:Iteration 16Q (1816.080000 sec): 3 clusters
  Score: Raw -14043867.727628 + Penalty 13387.838693 = -14030479.888935
  nChanged 353
		SP:Iteration 17Q (1816.450000 sec): 3 clusters
  Score: Raw -14043968.565612 + Penalty 13387.838693 = -14030580.726919
  nChanged 301
		SP:Iteration 18Q (1816.810000 sec): 3 clusters
  Score: Raw -14044046.624275 + Penalty 13387.838693 = -14030658.785582
  nChanged 275
		SP:Iteration 19Q (1817.170000 sec): 3 clusters
  Score: Raw -14044118.501980 + Penalty 13387.838693 = -14030730.663286
  nChanged 259
		SP:Iteration 20F (1817.590000 sec): 3 clusters
  Score: Raw -14044176.162986 + Penalty 13387.838693 = -14030788.324293
  nChanged 232
		SP:Iteration 21Q (1817.970000 sec): 3 clusters
  Score: Raw -14044224.959435 + Penalty 13387.838693 = -14030837.120741
  nChanged 236
		SP:Iteration 22Q (1818.340000 sec): 3 clusters
  Score: Raw -14044267.437145 + Penalty 13387.838693 = -14030879.598451
  nChanged 197
		SP:Iteration 23Q (1818.710000 sec): 3 clusters
  Score: Raw -14044303.435659 + Penalty 13387.838693 = -14030915.596966
  nChanged 180
		SP:Iteration 24Q (1819.080000 sec): 3 clusters
  Score: Raw -14044334.152556 + Penalty 13387.838693 = -14030946.313863
  nChanged 172
		SP:Iteration 25Q (1819.450000 sec): 3 clusters
  Score: Raw -14044359.121830 + Penalty 13387.838693 = -14030971.283137
  nChanged 145
		SP:Iteration 26Q (1819.820000 sec): 3 clusters
  Score: Raw -14044377.676104 + Penalty 13387.838693 = -14030989.837411
  nChanged 109
		SP:Iteration 27Q (1820.180000 sec): 3 clusters
  Score: Raw -14044392.530994 + Penalty 13387.838693 = -14031004.692301
  nChanged 107
		SP:Iteration 28Q (1820.550000 sec): 3 clusters
  Score: Raw -14044405.847722 + Penalty 13387.838693 = -14031018.009029
  nChanged 102
		SP:Iteration 29Q (1820.920000 sec): 3 clusters
  Score: Raw -14044416.907053 + Penalty 13387.838693 = -14031029.068360
  nChanged 94
		SP:Iteration 30Q (1821.280000 sec): 3 clusters
  Score: Raw -14044427.269397 + Penalty 13387.838693 = -14031039.430704
  nChanged 95
		SP:Iteration 31Q (1821.650000 sec): 3 clusters
  Score: Raw -14044439.087358 + Penalty 13387.838693 = -14031051.248665
  nChanged 100
		SP:Iteration 32Q (1822.020000 sec): 3 clusters
  Score: Raw -14044451.727041 + Penalty 13387.838693 = -14031063.888347
  nChanged 100
		SP:Iteration 33Q (1822.390000 sec): 3 clusters
  Score: Raw -14044461.319932 + Penalty 13387.838693 = -14031073.481239
  nChanged 78
		SP:Iteration 34Q (1822.760000 sec): 3 clusters
  Score: Raw -14044470.239908 + Penalty 13387.838693 = -14031082.401215
  nChanged 76
		SP:Iteration 35Q (1823.130000 sec): 3 clusters
  Score: Raw -14044478.108659 + Penalty 13387.838693 = -14031090.269965
  nChanged 52
		SP:Iteration 36Q (1823.500000 sec): 3 clusters
  Score: Raw -14044483.201732 + Penalty 13387.838693 = -14031095.363038
  nChanged 57
		SP:Iteration 37Q (1823.860000 sec): 3 clusters
  Score: Raw -14044488.298055 + Penalty 13387.838693 = -14031100.459361
  nChanged 56
		SP:Iteration 38Q (1824.230000 sec): 3 clusters
  Score: Raw -14044493.591156 + Penalty 13387.838693 = -14031105.752463
  nChanged 54
		SP:Iteration 39Q (1824.600000 sec): 3 clusters
  Score: Raw -14044499.036039 + Penalty 13387.838693 = -14031111.197345
  nChanged 59
		SP:Iteration 40F (1825.020000 sec): 3 clusters
  Score: Raw -14044504.804742 + Penalty 13387.838693 = -14031116.966049
  nChanged 46
		SP:Iteration 41Q (1825.390000 sec): 3 clusters
  Score: Raw -14044509.735113 + Penalty 13387.838693 = -14031121.896419
  nChanged 49
		SP:Iteration 42Q (1825.760000 sec): 3 clusters
  Score: Raw -14044513.368636 + Penalty 13387.838693 = -14031125.529943
  nChanged 33
		SP:Iteration 43Q (1826.140000 sec): 3 clusters
  Score: Raw -14044515.707281 + Penalty 13387.838693 = -14031127.868587
  nChanged 20
		SP:Iteration 44Q (1826.500000 sec): 3 clusters
  Score: Raw -14044517.089913 + Penalty 13387.838693 = -14031129.251220
  nChanged 18
		SP:Iteration 45Q (1826.880000 sec): 3 clusters
  Score: Raw -14044518.303372 + Penalty 13387.838693 = -14031130.464679
  nChanged 20
		SP:Iteration 46Q (1827.240000 sec): 3 clusters
  Score: Raw -14044519.735789 + Penalty 13387.838693 = -14031131.897096
  nChanged 14
		SP:Iteration 47Q (1827.620000 sec): 3 clusters
  Score: Raw -14044520.814127 + Penalty 13387.838693 = -14031132.975434
  nChanged 16
		SP:Iteration 48Q (1827.990000 sec): 3 clusters
  Score: Raw -14044521.791725 + Penalty 13387.838693 = -14031133.953031
  nChanged 13
		SP:Iteration 49Q (1828.360000 sec): 3 clusters
  Score: Raw -14044522.474359 + Penalty 13387.838693 = -14031134.635666
  nChanged 17
		SP:Iteration 50Q (1828.730000 sec): 3 clusters
  Score: Raw -14044523.611098 + Penalty 13387.838693 = -14031135.772405
  nChanged 18
		SP:Iteration 51Q (1829.100000 sec): 3 clusters
  Score: Raw -14044524.614716 + Penalty 13387.838693 = -14031136.776023
  nChanged 10
		SP:Iteration 52Q (1829.470000 sec): 3 clusters
  Score: Raw -14044525.133735 + Penalty 13387.838693 = -14031137.295042
  nChanged 7
		SP:Iteration 53Q (1829.840000 sec): 3 clusters
  Score: Raw -14044525.530831 + Penalty 13387.838693 = -14031137.692138
  nChanged 6
		SP:Iteration 54Q (1830.210000 sec): 3 clusters
  Score: Raw -14044525.942025 + Penalty 13387.838693 = -14031138.103332
  nChanged 8
		SP:Iteration 55Q (1830.580000 sec): 3 clusters
  Score: Raw -14044526.335145 + Penalty 13387.838693 = -14031138.496452
  nChanged 9
		SP:Iteration 56Q (1830.950000 sec): 3 clusters
  Score: Raw -14044526.827697 + Penalty 13387.838693 = -14031138.989003
  nChanged 9
		SP:Iteration 57Q (1831.320000 sec): 3 clusters
  Score: Raw -14044527.340066 + Penalty 13387.838693 = -14031139.501373
  nChanged 7
		SP:Iteration 58Q (1831.690000 sec): 3 clusters
  Score: Raw -14044527.679587 + Penalty 13387.838693 = -14031139.840894
  nChanged 5
		SP:Iteration 59Q (1832.060000 sec): 3 clusters
  Score: Raw -14044527.912387 + Penalty 13387.838693 = -14031140.073693
  nChanged 2
		SP:Iteration 60F (1832.480000 sec): 3 clusters
  Score: Raw -14044528.006883 + Penalty 13387.838693 = -14031140.168190
  nChanged 1
		SP:Iteration 61Q (1832.860000 sec): 3 clusters
  Score: Raw -14044528.042937 + Penalty 13387.838693 = -14031140.204244
  nChanged 1
		SP:Iteration 62Q (1833.220000 sec): 3 clusters
  Score: Raw -14044528.094357 + Penalty 13387.838693 = -14031140.255664
  nChanged 1
		SP:Iteration 63Q (1833.600000 sec): 3 clusters
  Score: Raw -14044528.207762 + Penalty 13387.838693 = -14031140.369069
  nChanged 4
		SP:Iteration 64Q (1833.970000 sec): 3 clusters
  Score: Raw -14044528.396675 + Penalty 13387.838693 = -14031140.557982
  nChanged 2
		SP:Iteration 65Q (1834.340000 sec): 3 clusters
  Score: Raw -14044528.532783 + Penalty 13387.838693 = -14031140.694089
  nChanged 2
		SP:Iteration 66Q (1834.710000 sec): 3 clusters
  Score: Raw -14044528.639034 + Penalty 13387.838693 = -14031140.800341
  nChanged 2
		SP:Iteration 67Q (1835.080000 sec): 3 clusters
  Score: Raw -14044528.797228 + Penalty 13387.838693 = -14031140.958535
  nChanged 2
		SP:Iteration 68Q (1835.450000 sec): 3 clusters
  Score: Raw -14044528.939428 + Penalty 13387.838693 = -14031141.100735
  nChanged 1
		SP:Iteration 69Q (1835.820000 sec): 3 clusters
  Score: Raw -14044529.010376 + Penalty 13387.838693 = -14031141.171683
  nChanged 1
		SP:Iteration 70Q (1836.190000 sec): 3 clusters
  Score: Raw -14044529.105764 + Penalty 13387.838693 = -14031141.267071
  nChanged 3
		SP:Iteration 71Q (1836.560000 sec): 3 clusters
  Score: Raw -14044529.308009 + Penalty 13387.838693 = -14031141.469315
  nChanged 0
		SP:Iteration 72F (1836.980000 sec): 3 clusters
  Score: Raw -14044529.308009 + Penalty 13387.838693 = -14031141.469315
  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 23.66 GB.

 Trying to split cluster 13 (324474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1840.380000 sec): 2 clusters
  Score: Raw -85796427.387106 + Penalty 7772.600922 = -85788654.786184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1842.870000 sec): 3 clusters
  Score: Raw -85586947.886924 + Penalty 15545.201844 = -85571402.685080
  nChanged 154179
		SP:Iteration 1F (1845.350000 sec): 3 clusters
  Score: Raw -85676624.891542 + Penalty 15545.201844 = -85661079.689699
  nChanged 11314
		SP:Iteration 2Q (1847.850000 sec): 3 clusters
  Score: Raw -85680299.181024 + Penalty 15545.201844 = -85664753.979181
  nChanged 13712
		SP:Iteration 3Q (1850.350000 sec): 3 clusters
  Score: Raw -85686354.524916 + Penalty 15545.201844 = -85670809.323072
  nChanged 17298
		SP:Iteration 4F (1852.820000 sec): 3 clusters
  Score: Raw -85696192.785774 + Penalty 15545.201844 = -85680647.583931
  nChanged 21760
		SP:Iteration 5F (1855.280000 sec): 3 clusters
  Score: Raw -85711553.312618 + Penalty 15545.201844 = -85696008.110774
  nChanged 26131
		SP:Iteration 6F (1857.750000 sec): 3 clusters
  Score: Raw -85733510.271729 + Penalty 15545.201844 = -85717965.069885
  nChanged 26859
		SP:Iteration 7F (1860.200000 sec): 3 clusters
  Score: Raw -85758409.253466 + Penalty 15545.201844 = -85742864.051622
  nChanged 21248
		SP:Iteration 8F (1862.650000 sec): 3 clusters
  Score: Raw -85778471.086176 + Penalty 15545.201844 = -85762925.884332
  nChanged 12407
		SP:Iteration 9Q (1864.900000 sec): 3 clusters
  Score: Raw -85789757.293519 + Penalty 15545.201844 = -85774212.091675
  nChanged 5338
		SP:Iteration 10Q (1867.020000 sec): 3 clusters
  Score: Raw -85794426.268887 + Penalty 15545.201844 = -85778881.067044
  nChanged 1929
		SP:Iteration 11Q (1868.880000 sec): 3 clusters
  Score: Raw -85796054.691076 + Penalty 15545.201844 = -85780509.489232
  nChanged 702
		SP:Iteration 12Q (1870.620000 sec): 3 clusters
  Score: Raw -85796707.770910 + Penalty 15545.201844 = -85781162.569066
  nChanged 293
		SP:Iteration 13Q (1872.310000 sec): 3 clusters
  Score: Raw -85796997.355875 + Penalty 15545.201844 = -85781452.154032
  nChanged 154
		SP:Iteration 14Q (1873.970000 sec): 3 clusters
  Score: Raw -85797147.133237 + Penalty 15545.201844 = -85781601.931393
  nChanged 81
		SP:Iteration 15Q (1875.620000 sec): 3 clusters
  Score: Raw -85797230.713415 + Penalty 15545.201844 = -85781685.511571
  nChanged 54
		SP:Iteration 16Q (1877.260000 sec): 3 clusters
  Score: Raw -85797286.009004 + Penalty 15545.201844 = -85781740.807161
  nChanged 43
		SP:Iteration 17Q (1878.890000 sec): 3 clusters
  Score: Raw -85797329.692420 + Penalty 15545.201844 = -85781784.490576
  nChanged 28
		SP:Iteration 18Q (1880.520000 sec): 3 clusters
  Score: Raw -85797357.321705 + Penalty 15545.201844 = -85781812.119862
  nChanged 18
		SP:Iteration 19Q (1882.150000 sec): 3 clusters
  Score: Raw -85797378.053468 + Penalty 15545.201844 = -85781832.851624
  nChanged 22
		SP:Iteration 20F (1884.570000 sec): 3 clusters
  Score: Raw -85797401.413301 + Penalty 15545.201844 = -85781856.211457
  nChanged 17
		SP:Iteration 21Q (1886.210000 sec): 3 clusters
  Score: Raw -85797416.708484 + Penalty 15545.201844 = -85781871.506640
  nChanged 9
		SP:Iteration 22Q (1887.830000 sec): 3 clusters
  Score: Raw -85797426.256779 + Penalty 15545.201844 = -85781881.054936
  nChanged 8
		SP:Iteration 23Q (1889.470000 sec): 3 clusters
  Score: Raw -85797432.864540 + Penalty 15545.201844 = -85781887.662696
  nChanged 7
		SP:Iteration 24Q (1891.090000 sec): 3 clusters
  Score: Raw -85797440.137016 + Penalty 15545.201844 = -85781894.935173
  nChanged 7
		SP:Iteration 25Q (1892.720000 sec): 3 clusters
  Score: Raw -85797447.379668 + Penalty 15545.201844 = -85781902.177825
  nChanged 7
		SP:Iteration 26Q (1894.350000 sec): 3 clusters
  Score: Raw -85797454.133145 + Penalty 15545.201844 = -85781908.931302
  nChanged 6
		SP:Iteration 27Q (1895.980000 sec): 3 clusters
  Score: Raw -85797458.005793 + Penalty 15545.201844 = -85781912.803950
  nChanged 1
		SP:Iteration 28Q (1897.610000 sec): 3 clusters
  Score: Raw -85797458.365643 + Penalty 15545.201844 = -85781913.163800
  nChanged 1
		SP:Iteration 29Q (1899.230000 sec): 3 clusters
  Score: Raw -85797459.006345 + Penalty 15545.201844 = -85781913.804501
  nChanged 2
		SP:Iteration 30Q (1900.860000 sec): 3 clusters
  Score: Raw -85797460.623705 + Penalty 15545.201844 = -85781915.421861
  nChanged 1
		SP:Iteration 31Q (1902.480000 sec): 3 clusters
  Score: Raw -85797461.537584 + Penalty 15545.201844 = -85781916.335740
  nChanged 0
		SP:Iteration 32F (1904.910000 sec): 3 clusters
  Score: Raw -85797461.537584 + Penalty 15545.201844 = -85781916.335740
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 14 (257688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1906.520000 sec): 2 clusters
  Score: Raw -69143497.843607 + Penalty 7631.446708 = -69135866.396899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1908.490000 sec): 3 clusters
  Score: Raw -68978150.239320 + Penalty 15262.893416 = -68962887.345904
  nChanged 121820
		SP:Iteration 1F (1910.440000 sec): 3 clusters
  Score: Raw -69048283.179517 + Penalty 15262.893416 = -69033020.286101
  nChanged 9455
		SP:Iteration 2Q (1912.420000 sec): 3 clusters
  Score: Raw -69052908.461421 + Penalty 15262.893416 = -69037645.568004
  nChanged 12916
		SP:Iteration 3F (1914.370000 sec): 3 clusters
  Score: Raw -69065915.130031 + Penalty 15262.893416 = -69050652.236614
  nChanged 18994
		SP:Iteration 4F (1916.330000 sec): 3 clusters
  Score: Raw -69086835.022888 + Penalty 15262.893416 = -69071572.129472
  nChanged 24058
		SP:Iteration 5F (1918.290000 sec): 3 clusters
  Score: Raw -69107056.311030 + Penalty 15262.893416 = -69091793.417614
  nChanged 22648
		SP:Iteration 6F (1920.240000 sec): 3 clusters
  Score: Raw -69123638.235602 + Penalty 15262.893416 = -69108375.342186
  nChanged 18441
		SP:Iteration 7F (1922.200000 sec): 3 clusters
  Score: Raw -69134881.848438 + Penalty 15262.893416 = -69119618.955022
  nChanged 13672
		SP:Iteration 8F (1924.160000 sec): 3 clusters
  Score: Raw -69141979.536250 + Penalty 15262.893416 = -69126716.642833
  nChanged 10181
		SP:Iteration 9Q (1926.090000 sec): 3 clusters
  Score: Raw -69147231.439808 + Penalty 15262.893416 = -69131968.546392
  nChanged 8221
		SP:Iteration 10Q (1928.000000 sec): 3 clusters
  Score: Raw -69151930.718242 + Penalty 15262.893416 = -69136667.824825
  nChanged 7191
		SP:Iteration 11Q (1929.890000 sec): 3 clusters
  Score: Raw -69156136.909037 + Penalty 15262.893416 = -69140874.015621
  nChanged 6180
		SP:Iteration 12Q (1931.750000 sec): 3 clusters
  Score: Raw -69159362.395025 + Penalty 15262.893416 = -69144099.501609
  nChanged 4996
		SP:Iteration 13Q (1933.570000 sec): 3 clusters
  Score: Raw -69161472.751324 + Penalty 15262.893416 = -69146209.857907
  nChanged 3861
		SP:Iteration 14Q (1935.350000 sec): 3 clusters
  Score: Raw -69162760.969671 + Penalty 15262.893416 = -69147498.076254
  nChanged 2846
		SP:Iteration 15Q (1937.110000 sec): 3 clusters
  Score: Raw -69163518.490556 + Penalty 15262.893416 = -69148255.597140
  nChanged 2249
		SP:Iteration 16Q (1938.850000 sec): 3 clusters
  Score: Raw -69164003.125408 + Penalty 15262.893416 = -69148740.231992
  nChanged 1764
		SP:Iteration 17Q (1940.570000 sec): 3 clusters
  Score: Raw -69164323.508447 + Penalty 15262.893416 = -69149060.615030
  nChanged 1491
		SP:Iteration 18Q (1942.290000 sec): 3 clusters
  Score: Raw -69164549.674588 + Penalty 15262.893416 = -69149286.781172
  nChanged 1250
		SP:Iteration 19Q (1944.000000 sec): 3 clusters
  Score: Raw -69164715.511810 + Penalty 15262.893416 = -69149452.618393
  nChanged 1164
		SP:Iteration 20F (1946.010000 sec): 3 clusters
  Score: Raw -69164858.466987 + Penalty 15262.893416 = -69149595.573571
  nChanged 1108
		SP:Iteration 21Q (1947.720000 sec): 3 clusters
  Score: Raw -69164980.055486 + Penalty 15262.893416 = -69149717.162069
  nChanged 990
		SP:Iteration 22Q (1949.430000 sec): 3 clusters
  Score: Raw -69165082.156815 + Penalty 15262.893416 = -69149819.263398
  nChanged 914
		SP:Iteration 23Q (1951.130000 sec): 3 clusters
  Score: Raw -69165166.990286 + Penalty 15262.893416 = -69149904.096869
  nChanged 894
		SP:Iteration 24Q (1952.830000 sec): 3 clusters
  Score: Raw -69165244.691967 + Penalty 15262.893416 = -69149981.798551
  nChanged 838
		SP:Iteration 25Q (1954.520000 sec): 3 clusters
  Score: Raw -69165315.913685 + Penalty 15262.893416 = -69150053.020268
  nChanged 838
		SP:Iteration 26Q (1956.210000 sec): 3 clusters
  Score: Raw -69165389.640765 + Penalty 15262.893416 = -69150126.747349
  nChanged 889
		SP:Iteration 27Q (1957.900000 sec): 3 clusters
  Score: Raw -69165473.848058 + Penalty 15262.893416 = -69150210.954641
  nChanged 905
		SP:Iteration 28Q (1959.590000 sec): 3 clusters
  Score: Raw -69165561.435995 + Penalty 15262.893416 = -69150298.542579
  nChanged 956
		SP:Iteration 29Q (1961.270000 sec): 3 clusters
  Score: Raw -69165659.300015 + Penalty 15262.893416 = -69150396.406598
  nChanged 982
		SP:Iteration 30Q (1962.960000 sec): 3 clusters
  Score: Raw -69165764.187437 + Penalty 15262.893416 = -69150501.294020
  nChanged 1059
		SP:Iteration 31Q (1964.640000 sec): 3 clusters
  Score: Raw -69165883.751373 + Penalty 15262.893416 = -69150620.857957
  nChanged 1106
		SP:Iteration 32Q (1966.320000 sec): 3 clusters
  Score: Raw -69166014.614327 + Penalty 15262.893416 = -69150751.720910
  nChanged 1175
		SP:Iteration 33Q (1968.000000 sec): 3 clusters
  Score: Raw -69166160.325783 + Penalty 15262.893416 = -69150897.432366
  nChanged 1218
		SP:Iteration 34Q (1969.670000 sec): 3 clusters
  Score: Raw -69166320.208669 + Penalty 15262.893416 = -69151057.315253
  nChanged 1317
		SP:Iteration 35Q (1971.340000 sec): 3 clusters
  Score: Raw -69166515.704082 + Penalty 15262.893416 = -69151252.810665
  nChanged 1424
		SP:Iteration 36Q (1973.010000 sec): 3 clusters
  Score: Raw -69166740.876490 + Penalty 15262.893416 = -69151477.983073
  nChanged 1462
		SP:Iteration 37Q (1974.670000 sec): 3 clusters
  Score: Raw -69166991.157145 + Penalty 15262.893416 = -69151728.263728
  nChanged 1594
		SP:Iteration 38Q (1976.330000 sec): 3 clusters
  Score: Raw -69167278.683440 + Penalty 15262.893416 = -69152015.790023
  nChanged 1703
		SP:Iteration 39Q (1977.980000 sec): 3 clusters
  Score: Raw -69167610.183375 + Penalty 15262.893416 = -69152347.289959
  nChanged 1810
		SP:Iteration 40F (1979.950000 sec): 3 clusters
  Score: Raw -69167983.729050 + Penalty 15262.893416 = -69152720.835634
  nChanged 1943
		SP:Iteration 41Q (1981.600000 sec): 3 clusters
  Score: Raw -69168416.596792 + Penalty 15262.893416 = -69153153.703376
  nChanged 2005
		SP:Iteration 42Q (1983.250000 sec): 3 clusters
  Score: Raw -69168878.613494 + Penalty 15262.893416 = -69153615.720078
  nChanged 1996
		SP:Iteration 43Q (1984.900000 sec): 3 clusters
  Score: Raw -69169376.705059 + Penalty 15262.893416 = -69154113.811643
  nChanged 2161
		SP:Iteration 44Q (1986.540000 sec): 3 clusters
  Score: Raw -69169942.703830 + Penalty 15262.893416 = -69154679.810413
  nChanged 2135
		SP:Iteration 45Q (1988.160000 sec): 3 clusters
  Score: Raw -69170528.746011 + Penalty 15262.893416 = -69155265.852594
  nChanged 2140
		SP:Iteration 46Q (1989.780000 sec): 3 clusters
  Score: Raw -69171118.849961 + Penalty 15262.893416 = -69155855.956545
  nChanged 2092
		SP:Iteration 47Q (1991.390000 sec): 3 clusters
  Score: Raw -69171711.103630 + Penalty 15262.893416 = -69156448.210214
  nChanged 1995
		SP:Iteration 48Q (1993.000000 sec): 3 clusters
  Score: Raw -69172277.209580 + Penalty 15262.893416 = -69157014.316164
  nChanged 1820
		SP:Iteration 49Q (1994.600000 sec): 3 clusters
  Score: Raw -69172799.592161 + Penalty 15262.893416 = -69157536.698745
  nChanged 1741
		SP:Iteration 50Q (1996.190000 sec): 3 clusters
  Score: Raw -69173315.290830 + Penalty 15262.893416 = -69158052.397413
  nChanged 1650
		SP:Iteration 51Q (1997.780000 sec): 3 clusters
  Score: Raw -69173823.493662 + Penalty 15262.893416 = -69158560.600246
  nChanged 1636
		SP:Iteration 52Q (1999.360000 sec): 3 clusters
  Score: Raw -69174370.214519 + Penalty 15262.893416 = -69159107.321103
  nChanged 1542
		SP:Iteration 53Q (2000.920000 sec): 3 clusters
  Score: Raw -69174899.256421 + Penalty 15262.893416 = -69159636.363005
  nChanged 1433
		SP:Iteration 54Q (2002.470000 sec): 3 clusters
  Score: Raw -69175422.908413 + Penalty 15262.893416 = -69160160.014996
  nChanged 1334
		SP:Iteration 55Q (2004.020000 sec): 3 clusters
  Score: Raw -69175915.704289 + Penalty 15262.893416 = -69160652.810873
  nChanged 1245
		SP:Iteration 56Q (2005.550000 sec): 3 clusters
  Score: Raw -69176425.624305 + Penalty 15262.893416 = -69161162.730889
  nChanged 1207
		SP:Iteration 57Q (2007.070000 sec): 3 clusters
  Score: Raw -69176905.738636 + Penalty 15262.893416 = -69161642.845220
  nChanged 1048
		SP:Iteration 58Q (2008.580000 sec): 3 clusters
  Score: Raw -69177300.523603 + Penalty 15262.893416 = -69162037.630187
  nChanged 890
		SP:Iteration 59Q (2010.080000 sec): 3 clusters
  Score: Raw -69177610.849408 + Penalty 15262.893416 = -69162347.955992
  nChanged 743
		SP:Iteration 60F (2012.040000 sec): 3 clusters
  Score: Raw -69177845.406052 + Penalty 15262.893416 = -69162582.512635
  nChanged 630
		SP:Iteration 61Q (2013.520000 sec): 3 clusters
  Score: Raw -69178015.510943 + Penalty 15262.893416 = -69162752.617527
  nChanged 527
		SP:Iteration 62Q (2014.990000 sec): 3 clusters
  Score: Raw -69178144.058956 + Penalty 15262.893416 = -69162881.165539
  nChanged 420
		SP:Iteration 63Q (2016.460000 sec): 3 clusters
  Score: Raw -69178233.170971 + Penalty 15262.893416 = -69162970.277555
  nChanged 352
		SP:Iteration 64Q (2017.910000 sec): 3 clusters
  Score: Raw -69178297.154980 + Penalty 15262.893416 = -69163034.261563
  nChanged 269
		SP:Iteration 65Q (2019.360000 sec): 3 clusters
  Score: Raw -69178339.094913 + Penalty 15262.893416 = -69163076.201497
  nChanged 225
		SP:Iteration 66Q (2020.810000 sec): 3 clusters
  Score: Raw -69178367.450384 + Penalty 15262.893416 = -69163104.556968
  nChanged 163
		SP:Iteration 67Q (2022.260000 sec): 3 clusters
  Score: Raw -69178387.017330 + Penalty 15262.893416 = -69163124.123913
  nChanged 134
		SP:Iteration 68Q (2023.700000 sec): 3 clusters
  Score: Raw -69178401.620489 + Penalty 15262.893416 = -69163138.727073
  nChanged 121
		SP:Iteration 69Q (2025.140000 sec): 3 clusters
  Score: Raw -69178415.165488 + Penalty 15262.893416 = -69163152.272071
  nChanged 122
		SP:Iteration 70Q (2026.580000 sec): 3 clusters
  Score: Raw -69178427.765574 + Penalty 15262.893416 = -69163164.872157
  nChanged 96
		SP:Iteration 71Q (2028.020000 sec): 3 clusters
  Score: Raw -69178438.514198 + Penalty 15262.893416 = -69163175.620782
  nChanged 76
		SP:Iteration 72Q (2029.450000 sec): 3 clusters
  Score: Raw -69178446.195617 + Penalty 15262.893416 = -69163183.302201
  nChanged 71
		SP:Iteration 73Q (2030.890000 sec): 3 clusters
  Score: Raw -69178453.092847 + Penalty 15262.893416 = -69163190.199430
  nChanged 64
		SP:Iteration 74Q (2032.330000 sec): 3 clusters
  Score: Raw -69178459.416032 + Penalty 15262.893416 = -69163196.522616
  nChanged 66
		SP:Iteration 75Q (2033.760000 sec): 3 clusters
  Score: Raw -69178466.046422 + Penalty 15262.893416 = -69163203.153006
  nChanged 63
		SP:Iteration 76Q (2035.190000 sec): 3 clusters
  Score: Raw -69178471.749443 + Penalty 15262.893416 = -69163208.856027
  nChanged 59
		SP:Iteration 77Q (2036.620000 sec): 3 clusters
  Score: Raw -69178477.332872 + Penalty 15262.893416 = -69163214.439455
  nChanged 64
		SP:Iteration 78Q (2038.050000 sec): 3 clusters
  Score: Raw -69178483.015792 + Penalty 15262.893416 = -69163220.122375
  nChanged 58
		SP:Iteration 79Q (2039.490000 sec): 3 clusters
  Score: Raw -69178488.447986 + Penalty 15262.893416 = -69163225.554570
  nChanged 47
		SP:Iteration 80F (2041.440000 sec): 3 clusters
  Score: Raw -69178492.690435 + Penalty 15262.893416 = -69163229.797018
  nChanged 51
		SP:Iteration 81Q (2042.870000 sec): 3 clusters
  Score: Raw -69178496.649428 + Penalty 15262.893416 = -69163233.756012
  nChanged 32
		SP:Iteration 82Q (2044.300000 sec): 3 clusters
  Score: Raw -69178499.338304 + Penalty 15262.893416 = -69163236.444888
  nChanged 37
		SP:Iteration 83Q (2045.730000 sec): 3 clusters
  Score: Raw -69178502.045171 + Penalty 15262.893416 = -69163239.151755
  nChanged 32
		SP:Iteration 84Q (2047.160000 sec): 3 clusters
  Score: Raw -69178504.653112 + Penalty 15262.893416 = -69163241.759695
  nChanged 41
		SP:Iteration 85Q (2048.590000 sec): 3 clusters
  Score: Raw -69178508.218860 + Penalty 15262.893416 = -69163245.325444
  nChanged 41
		SP:Iteration 86Q (2050.050000 sec): 3 clusters
  Score: Raw -69178511.603218 + Penalty 15262.893416 = -69163248.709802
  nChanged 41
		SP:Iteration 87Q (2051.480000 sec): 3 clusters
  Score: Raw -69178515.087288 + Penalty 15262.893416 = -69163252.193872
  nChanged 47
		SP:Iteration 88Q (2052.900000 sec): 3 clusters
  Score: Raw -69178518.732239 + Penalty 15262.893416 = -69163255.838823
  nChanged 39
		SP:Iteration 89Q (2054.340000 sec): 3 clusters
  Score: Raw -69178521.606179 + Penalty 15262.893416 = -69163258.712762
  nChanged 34
		SP:Iteration 90Q (2055.760000 sec): 3 clusters
  Score: Raw -69178524.134155 + Penalty 15262.893416 = -69163261.240738
  nChanged 39
		SP:Iteration 91Q (2057.190000 sec): 3 clusters
  Score: Raw -69178527.069169 + Penalty 15262.893416 = -69163264.175753
  nChanged 45
		SP:Iteration 92Q (2058.610000 sec): 3 clusters
  Score: Raw -69178530.857955 + Penalty 15262.893416 = -69163267.964538
  nChanged 35
		SP:Iteration 93Q (2060.050000 sec): 3 clusters
  Score: Raw -69178533.883792 + Penalty 15262.893416 = -69163270.990375
  nChanged 48
		SP:Iteration 94Q (2061.470000 sec): 3 clusters
  Score: Raw -69178538.188149 + Penalty 15262.893416 = -69163275.294732
  nChanged 51
		SP:Iteration 95Q (2062.900000 sec): 3 clusters
  Score: Raw -69178542.935179 + Penalty 15262.893416 = -69163280.041763
  nChanged 50
		SP:Iteration 96Q (2064.330000 sec): 3 clusters
  Score: Raw -69178548.394625 + Penalty 15262.893416 = -69163285.501209
  nChanged 67
		SP:Iteration 97Q (2065.750000 sec): 3 clusters
  Score: Raw -69178555.019250 + Penalty 15262.893416 = -69163292.125833
  nChanged 69
		SP:Iteration 98Q (2067.170000 sec): 3 clusters
  Score: Raw -69178562.557511 + Penalty 15262.893416 = -69163299.664095
  nChanged 64
		SP:Iteration 99Q (2068.600000 sec): 3 clusters
  Score: Raw -69178569.839601 + Penalty 15262.893416 = -69163306.946184
  nChanged 73
		SP:Iteration 100F (2070.560000 sec): 3 clusters
  Score: Raw -69178579.356673 + Penalty 15262.893416 = -69163316.463256
  nChanged 76
		SP:Iteration 101Q (2071.980000 sec): 3 clusters
  Score: Raw -69178589.962099 + Penalty 15262.893416 = -69163327.068682
  nChanged 80
		SP:Iteration 102Q (2073.390000 sec): 3 clusters
  Score: Raw -69178601.278821 + Penalty 15262.893416 = -69163338.385405
  nChanged 87
		SP:Iteration 103Q (2074.810000 sec): 3 clusters
  Score: Raw -69178614.008237 + Penalty 15262.893416 = -69163351.114820
  nChanged 95
		SP:Iteration 104Q (2076.240000 sec): 3 clusters
  Score: Raw -69178628.349481 + Penalty 15262.893416 = -69163365.456064
  nChanged 99
		SP:Iteration 105Q (2077.660000 sec): 3 clusters
  Score: Raw -69178646.154528 + Penalty 15262.893416 = -69163383.261111
  nChanged 113
		SP:Iteration 106Q (2079.070000 sec): 3 clusters
  Score: Raw -69178669.180560 + Penalty 15262.893416 = -69163406.287143
  nChanged 125
		SP:Iteration 107Q (2080.480000 sec): 3 clusters
  Score: Raw -69178699.812778 + Penalty 15262.893416 = -69163436.919362
  nChanged 156
		SP:Iteration 108Q (2081.900000 sec): 3 clusters
  Score: Raw -69178742.689163 + Penalty 15262.893416 = -69163479.795746
  nChanged 180
		SP:Iteration 109Q (2083.300000 sec): 3 clusters
  Score: Raw -69178804.162345 + Penalty 15262.893416 = -69163541.268928
  nChanged 206
		SP:Iteration 110Q (2084.710000 sec): 3 clusters
  Score: Raw -69178871.813772 + Penalty 15262.893416 = -69163608.920356
  nChanged 207
		SP:Iteration 111Q (2086.110000 sec): 3 clusters
  Score: Raw -69178940.594705 + Penalty 15262.893416 = -69163677.701288
  nChanged 195
		SP:Iteration 112Q (2087.510000 sec): 3 clusters
  Score: Raw -69179007.513943 + Penalty 15262.893416 = -69163744.620527
  nChanged 208
		SP:Iteration 113Q (2088.910000 sec): 3 clusters
  Score: Raw -69179078.317959 + Penalty 15262.893416 = -69163815.424543
  nChanged 170
		SP:Iteration 114Q (2090.300000 sec): 3 clusters
  Score: Raw -69179123.036742 + Penalty 15262.893416 = -69163860.143326
  nChanged 125
		SP:Iteration 115Q (2091.690000 sec): 3 clusters
  Score: Raw -69179149.647543 + Penalty 15262.893416 = -69163886.754127
  nChanged 114
		SP:Iteration 116Q (2093.080000 sec): 3 clusters
  Score: Raw -69179169.678713 + Penalty 15262.893416 = -69163906.785297
  nChanged 80
		SP:Iteration 117Q (2094.460000 sec): 3 clusters
  Score: Raw -69179179.622858 + Penalty 15262.893416 = -69163916.729442
  nChanged 54
		SP:Iteration 118Q (2095.840000 sec): 3 clusters
  Score: Raw -69179185.936008 + Penalty 15262.893416 = -69163923.042591
  nChanged 46
		SP:Iteration 119Q (2097.230000 sec): 3 clusters
  Score: Raw -69179189.887015 + Penalty 15262.893416 = -69163926.993598
  nChanged 22
		SP:Iteration 120F (2099.190000 sec): 3 clusters
  Score: Raw -69179191.498784 + Penalty 15262.893416 = -69163928.605368
  nChanged 9
		SP:Iteration 121Q (2100.580000 sec): 3 clusters
  Score: Raw -69179192.230985 + Penalty 15262.893416 = -69163929.337568
  nChanged 7
		SP:Iteration 122Q (2101.970000 sec): 3 clusters
  Score: Raw -69179192.677803 + Penalty 15262.893416 = -69163929.784387
  nChanged 2
		SP:Iteration 123Q (2103.340000 sec): 3 clusters
  Score: Raw -69179192.777581 + Penalty 15262.893416 = -69163929.884165
  nChanged 3
		SP:Iteration 124Q (2104.660000 sec): 3 clusters
  Score: Raw -69179192.955493 + Penalty 15262.893416 = -69163930.062076
  nChanged 3
		SP:Iteration 125Q (2106.050000 sec): 3 clusters
  Score: Raw -69179193.147629 + Penalty 15262.893416 = -69163930.254213
  nChanged 0
		SP:Iteration 126F (2108.010000 sec): 3 clusters
  Score: Raw -69179193.147629 + Penalty 15262.893416 = -69163930.254213
  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 23.66 GB.

 Trying to split cluster 15 (52476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2108.490000 sec): 2 clusters
  Score: Raw -13895698.502505 + Penalty 6656.718111 = -13889041.784394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2108.890000 sec): 3 clusters
  Score: Raw -13865281.809033 + Penalty 13313.436221 = -13851968.372811
  nChanged 22967
		SP:Iteration 1F (2109.290000 sec): 3 clusters
  Score: Raw -13877790.607009 + Penalty 13313.436221 = -13864477.170788
  nChanged 3115
		SP:Iteration 2F (2109.700000 sec): 3 clusters
  Score: Raw -13879499.905838 + Penalty 13313.436221 = -13866186.469616
  nChanged 3341
		SP:Iteration 3F (2110.100000 sec): 3 clusters
  Score: Raw -13882122.143341 + Penalty 13313.436221 = -13868808.707120
  nChanged 3902
		SP:Iteration 4F (2110.500000 sec): 3 clusters
  Score: Raw -13886468.960467 + Penalty 13313.436221 = -13873155.524246
  nChanged 4469
		SP:Iteration 5F (2110.910000 sec): 3 clusters
  Score: Raw -13893507.804295 + Penalty 13313.436221 = -13880194.368073
  nChanged 4839
		SP:Iteration 6F (2111.310000 sec): 3 clusters
  Score: Raw -13904044.528642 + Penalty 13313.436221 = -13890731.092420
  nChanged 5714
		SP:Iteration 7F (2111.710000 sec): 3 clusters
  Score: Raw -13917692.052530 + Penalty 13313.436221 = -13904378.616309
  nChanged 5694
		SP:Iteration 8F (2112.110000 sec): 3 clusters
  Score: Raw -13930294.617783 + Penalty 13313.436221 = -13916981.181561
  nChanged 2681
		SP:Iteration 9F (2112.510000 sec): 3 clusters
  Score: Raw -13935788.070496 + Penalty 13313.436221 = -13922474.634275
  nChanged 884
		SP:Iteration 10Q (2112.810000 sec): 3 clusters
  Score: Raw -13937407.742811 + Penalty 13313.436221 = -13924094.306590
  nChanged 392
		SP:Iteration 11Q (2113.090000 sec): 3 clusters
  Score: Raw -13937785.282434 + Penalty 13313.436221 = -13924471.846213
  nChanged 198
		SP:Iteration 12Q (2113.370000 sec): 3 clusters
  Score: Raw -13937874.972981 + Penalty 13313.436221 = -13924561.536760
  nChanged 94
		SP:Iteration 13Q (2113.650000 sec): 3 clusters
  Score: Raw -13937899.330930 + Penalty 13313.436221 = -13924585.894708
  nChanged 53
		SP:Iteration 14Q (2113.930000 sec): 3 clusters
  Score: Raw -13937909.775741 + Penalty 13313.436221 = -13924596.339520
  nChanged 25
		SP:Iteration 15Q (2114.210000 sec): 3 clusters
  Score: Raw -13937912.785181 + Penalty 13313.436221 = -13924599.348959
  nChanged 8
		SP:Iteration 16Q (2114.490000 sec): 3 clusters
  Score: Raw -13937913.333103 + Penalty 13313.436221 = -13924599.896882
  nChanged 4
		SP:Iteration 17Q (2114.760000 sec): 3 clusters
  Score: Raw -13937913.620203 + Penalty 13313.436221 = -13924600.183982
  nChanged 1
		SP:Iteration 18Q (2115.040000 sec): 3 clusters
  Score: Raw -13937913.657630 + Penalty 13313.436221 = -13924600.221408
  nChanged 2
		SP:Iteration 19Q (2115.320000 sec): 3 clusters
  Score: Raw -13937913.934851 + Penalty 13313.436221 = -13924600.498630
  nChanged 4
		SP:Iteration 20F (2115.720000 sec): 3 clusters
  Score: Raw -13937914.165662 + Penalty 13313.436221 = -13924600.729441
  nChanged 2
		SP:Iteration 21Q (2116.000000 sec): 3 clusters
  Score: Raw -13937914.523408 + Penalty 13313.436221 = -13924601.087187
  nChanged 3
		SP:Iteration 22Q (2116.280000 sec): 3 clusters
  Score: Raw -13937914.783548 + Penalty 13313.436221 = -13924601.347327
  nChanged 1
		SP:Iteration 23Q (2116.560000 sec): 3 clusters
  Score: Raw -13937914.865890 + Penalty 13313.436221 = -13924601.429669
  nChanged 0
		SP:Iteration 24F (2116.960000 sec): 3 clusters
  Score: Raw -13937914.865890 + Penalty 13313.436221 = -13924601.429669
  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 23.66 GB.

 Trying to split cluster 16 (211467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2118.350000 sec): 2 clusters
  Score: Raw -56054161.193029 + Penalty 7510.367345 = -56046650.825684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2119.970000 sec): 3 clusters
  Score: Raw -55919948.857763 + Penalty 15020.734690 = -55904928.123072
  nChanged 99419
		SP:Iteration 1F (2121.570000 sec): 3 clusters
  Score: Raw -55977804.324016 + Penalty 15020.734690 = -55962783.589326
  nChanged 9384
		SP:Iteration 2Q (2123.210000 sec): 3 clusters
  Score: Raw -55983516.877862 + Penalty 15020.734690 = -55968496.143172
  nChanged 12994
		SP:Iteration 3F (2124.820000 sec): 3 clusters
  Score: Raw -55997232.290326 + Penalty 15020.734690 = -55982211.555636
  nChanged 17874
		SP:Iteration 4F (2126.440000 sec): 3 clusters
  Score: Raw -56020466.137667 + Penalty 15020.734690 = -56005445.402977
  nChanged 20565
		SP:Iteration 5F (2128.060000 sec): 3 clusters
  Score: Raw -56044683.030054 + Penalty 15020.734690 = -56029662.295364
  nChanged 19434
		SP:Iteration 6F (2129.680000 sec): 3 clusters
  Score: Raw -56063720.628411 + Penalty 15020.734690 = -56048699.893721
  nChanged 15353
		SP:Iteration 7F (2131.300000 sec): 3 clusters
  Score: Raw -56075685.609369 + Penalty 15020.734690 = -56060664.874679
  nChanged 11260
		SP:Iteration 8F (2132.920000 sec): 3 clusters
  Score: Raw -56083611.981521 + Penalty 15020.734690 = -56068591.246830
  nChanged 8276
		SP:Iteration 9Q (2134.410000 sec): 3 clusters
  Score: Raw -56089189.370943 + Penalty 15020.734690 = -56074168.636252
  nChanged 6329
		SP:Iteration 10Q (2135.890000 sec): 3 clusters
  Score: Raw -56093292.650090 + Penalty 15020.734690 = -56078271.915400
  nChanged 5182
		SP:Iteration 11Q (2137.350000 sec): 3 clusters
  Score: Raw -56096525.237382 + Penalty 15020.734690 = -56081504.502692
  nChanged 4380
		SP:Iteration 12Q (2138.800000 sec): 3 clusters
  Score: Raw -56099069.062526 + Penalty 15020.734690 = -56084048.327836
  nChanged 3572
		SP:Iteration 13Q (2140.230000 sec): 3 clusters
  Score: Raw -56100793.950897 + Penalty 15020.734690 = -56085773.216207
  nChanged 2776
		SP:Iteration 14Q (2141.650000 sec): 3 clusters
  Score: Raw -56101740.208592 + Penalty 15020.734690 = -56086719.473902
  nChanged 1951
		SP:Iteration 15Q (2143.050000 sec): 3 clusters
  Score: Raw -56102204.811035 + Penalty 15020.734690 = -56087184.076344
  nChanged 1325
		SP:Iteration 16Q (2144.450000 sec): 3 clusters
  Score: Raw -56102437.606133 + Penalty 15020.734690 = -56087416.871443
  nChanged 883
		SP:Iteration 17Q (2145.850000 sec): 3 clusters
  Score: Raw -56102553.109819 + Penalty 15020.734690 = -56087532.375129
  nChanged 623
		SP:Iteration 18Q (2147.250000 sec): 3 clusters
  Score: Raw -56102619.621804 + Penalty 15020.734690 = -56087598.887114
  nChanged 454
		SP:Iteration 19Q (2148.650000 sec): 3 clusters
  Score: Raw -56102654.309211 + Penalty 15020.734690 = -56087633.574521
  nChanged 310
		SP:Iteration 20F (2150.280000 sec): 3 clusters
  Score: Raw -56102671.960048 + Penalty 15020.734690 = -56087651.225358
  nChanged 219
		SP:Iteration 21Q (2151.680000 sec): 3 clusters
  Score: Raw -56102682.122111 + Penalty 15020.734690 = -56087661.387420
  nChanged 160
		SP:Iteration 22Q (2153.070000 sec): 3 clusters
  Score: Raw -56102688.846238 + Penalty 15020.734690 = -56087668.111548
  nChanged 124
		SP:Iteration 23Q (2154.470000 sec): 3 clusters
  Score: Raw -56102693.059858 + Penalty 15020.734690 = -56087672.325168
  nChanged 93
		SP:Iteration 24Q (2155.870000 sec): 3 clusters
  Score: Raw -56102695.732358 + Penalty 15020.734690 = -56087674.997668
  nChanged 76
		SP:Iteration 25Q (2157.260000 sec): 3 clusters
  Score: Raw -56102697.735172 + Penalty 15020.734690 = -56087677.000482
  nChanged 54
		SP:Iteration 26Q (2158.660000 sec): 3 clusters
  Score: Raw -56102699.331090 + Penalty 15020.734690 = -56087678.596400
  nChanged 62
		SP:Iteration 27Q (2160.050000 sec): 3 clusters
  Score: Raw -56102700.926668 + Penalty 15020.734690 = -56087680.191978
  nChanged 44
		SP:Iteration 28Q (2161.450000 sec): 3 clusters
  Score: Raw -56102702.078643 + Penalty 15020.734690 = -56087681.343952
  nChanged 50
		SP:Iteration 29Q (2162.840000 sec): 3 clusters
  Score: Raw -56102703.170489 + Penalty 15020.734690 = -56087682.435799
  nChanged 46
		SP:Iteration 30Q (2164.230000 sec): 3 clusters
  Score: Raw -56102704.180499 + Penalty 15020.734690 = -56087683.445808
  nChanged 37
		SP:Iteration 31Q (2165.620000 sec): 3 clusters
  Score: Raw -56102704.907504 + Penalty 15020.734690 = -56087684.172814
  nChanged 29
		SP:Iteration 32Q (2167.020000 sec): 3 clusters
  Score: Raw -56102705.492529 + Penalty 15020.734690 = -56087684.757839
  nChanged 35
		SP:Iteration 33Q (2168.410000 sec): 3 clusters
  Score: Raw -56102706.139174 + Penalty 15020.734690 = -56087685.404484
  nChanged 22
		SP:Iteration 34Q (2169.810000 sec): 3 clusters
  Score: Raw -56102706.517868 + Penalty 15020.734690 = -56087685.783177
  nChanged 18
		SP:Iteration 35Q (2171.200000 sec): 3 clusters
  Score: Raw -56102706.885080 + Penalty 15020.734690 = -56087686.150389
  nChanged 11
		SP:Iteration 36Q (2172.590000 sec): 3 clusters
  Score: Raw -56102707.117436 + Penalty 15020.734690 = -56087686.382746
  nChanged 14
		SP:Iteration 37Q (2173.990000 sec): 3 clusters
  Score: Raw -56102707.354969 + Penalty 15020.734690 = -56087686.620279
  nChanged 8
		SP:Iteration 38Q (2175.380000 sec): 3 clusters
  Score: Raw -56102707.515400 + Penalty 15020.734690 = -56087686.780709
  nChanged 7
		SP:Iteration 39Q (2176.770000 sec): 3 clusters
  Score: Raw -56102707.618079 + Penalty 15020.734690 = -56087686.883389
  nChanged 4
		SP:Iteration 40F (2178.390000 sec): 3 clusters
  Score: Raw -56102707.659438 + Penalty 15020.734690 = -56087686.924748
  nChanged 6
		SP:Iteration 41Q (2179.790000 sec): 3 clusters
  Score: Raw -56102707.724795 + Penalty 15020.734690 = -56087686.990105
  nChanged 4
		SP:Iteration 42Q (2181.190000 sec): 3 clusters
  Score: Raw -56102707.768842 + Penalty 15020.734690 = -56087687.034152
  nChanged 2
		SP:Iteration 43Q (2182.580000 sec): 3 clusters
  Score: Raw -56102707.816312 + Penalty 15020.734690 = -56087687.081622
  nChanged 5
		SP:Iteration 44Q (2183.980000 sec): 3 clusters
  Score: Raw -56102707.898675 + Penalty 15020.734690 = -56087687.163985
  nChanged 2
		SP:Iteration 45Q (2185.370000 sec): 3 clusters
  Score: Raw -56102707.935056 + Penalty 15020.734690 = -56087687.200366
  nChanged 2
		SP:Iteration 46Q (2186.770000 sec): 3 clusters
  Score: Raw -56102707.961669 + Penalty 15020.734690 = -56087687.226979
  nChanged 1
		SP:Iteration 47Q (2188.160000 sec): 3 clusters
  Score: Raw -56102707.989893 + Penalty 15020.734690 = -56087687.255202
  nChanged 1
		SP:Iteration 48Q (2189.560000 sec): 3 clusters
  Score: Raw -56102708.001573 + Penalty 15020.734690 = -56087687.266882
  nChanged 0
		SP:Iteration 49F (2191.180000 sec): 3 clusters
  Score: Raw -56102708.001573 + Penalty 15020.734690 = -56087687.266882
  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 23.66 GB.

 Trying to split cluster 17 (356850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2195.620000 sec): 2 clusters
  Score: Raw -94563143.252699 + Penalty 7830.855868 = -94555312.396831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2198.350000 sec): 3 clusters
  Score: Raw -94331898.693366 + Penalty 15661.711735 = -94316236.981631
  nChanged 170217
		SP:Iteration 1F (2201.090000 sec): 3 clusters
  Score: Raw -94431628.612629 + Penalty 15661.711735 = -94415966.900894
  nChanged 11969
		SP:Iteration 2Q (2203.830000 sec): 3 clusters
  Score: Raw -94435740.417936 + Penalty 15661.711735 = -94420078.706201
  nChanged 15047
		SP:Iteration 3Q (2206.570000 sec): 3 clusters
  Score: Raw -94443980.543334 + Penalty 15661.711735 = -94428318.831598
  nChanged 20624
		SP:Iteration 4F (2209.300000 sec): 3 clusters
  Score: Raw -94460839.092507 + Penalty 15661.711735 = -94445177.380772
  nChanged 27325
		SP:Iteration 5F (2212.040000 sec): 3 clusters
  Score: Raw -94490894.899724 + Penalty 15661.711735 = -94475233.187988
  nChanged 32202
		SP:Iteration 6F (2214.780000 sec): 3 clusters
  Score: Raw -94537155.843083 + Penalty 15661.711735 = -94521494.131348
  nChanged 34123
		SP:Iteration 7F (2217.500000 sec): 3 clusters
  Score: Raw -94589613.691577 + Penalty 15661.711735 = -94573951.979841
  nChanged 33380
		SP:Iteration 8F (2220.240000 sec): 3 clusters
  Score: Raw -94630705.725396 + Penalty 15661.711735 = -94615044.013660
  nChanged 24301
		SP:Iteration 9F (2222.970000 sec): 3 clusters
  Score: Raw -94656072.643627 + Penalty 15661.711735 = -94640410.931892
  nChanged 14478
		SP:Iteration 10Q (2225.360000 sec): 3 clusters
  Score: Raw -94672693.848662 + Penalty 15661.711735 = -94657032.136927
  nChanged 10209
		SP:Iteration 11Q (2227.640000 sec): 3 clusters
  Score: Raw -94688468.319195 + Penalty 15661.711735 = -94672806.607459
  nChanged 8482
		SP:Iteration 12Q (2229.820000 sec): 3 clusters
  Score: Raw -94708413.436892 + Penalty 15661.711735 = -94692751.725156
  nChanged 6032
		SP:Iteration 13Q (2231.860000 sec): 3 clusters
  Score: Raw -94722296.389945 + Penalty 15661.711735 = -94706634.678209
  nChanged 2669
		SP:Iteration 14Q (2233.790000 sec): 3 clusters
  Score: Raw -94724650.328058 + Penalty 15661.711735 = -94708988.616322
  nChanged 1044
		SP:Iteration 15Q (2235.690000 sec): 3 clusters
  Score: Raw -94724932.810511 + Penalty 15661.711735 = -94709271.098775
  nChanged 475
		SP:Iteration 16Q (2237.590000 sec): 3 clusters
  Score: Raw -94724984.666582 + Penalty 15661.711735 = -94709322.954846
  nChanged 247
		SP:Iteration 17Q (2239.470000 sec): 3 clusters
  Score: Raw -94724999.748827 + Penalty 15661.711735 = -94709338.037091
  nChanged 124
		SP:Iteration 18Q (2241.370000 sec): 3 clusters
  Score: Raw -94725004.300869 + Penalty 15661.711735 = -94709342.589134
  nChanged 69
		SP:Iteration 19Q (2243.260000 sec): 3 clusters
  Score: Raw -94725006.015405 + Penalty 15661.711735 = -94709344.303669
  nChanged 28
		SP:Iteration 20F (2245.970000 sec): 3 clusters
  Score: Raw -94725008.775421 + Penalty 15661.711735 = -94709347.063686
  nChanged 14
		SP:Iteration 21Q (2247.870000 sec): 3 clusters
  Score: Raw -94725008.935693 + Penalty 15661.711735 = -94709347.223958
  nChanged 12
		SP:Iteration 22Q (2249.780000 sec): 3 clusters
  Score: Raw -94725009.084808 + Penalty 15661.711735 = -94709347.373073
  nChanged 2
		SP:Iteration 23Q (2251.700000 sec): 3 clusters
  Score: Raw -94725009.096817 + Penalty 15661.711735 = -94709347.385082
  nChanged 2
		SP:Iteration 24Q (2253.610000 sec): 3 clusters
  Score: Raw -94725009.117183 + Penalty 15661.711735 = -94709347.405448
  nChanged 1
		SP:Iteration 25Q (2255.520000 sec): 3 clusters
  Score: Raw -94725009.129741 + Penalty 15661.711735 = -94709347.418006
  nChanged 0
		SP:Iteration 26F (2258.230000 sec): 3 clusters
  Score: Raw -94725009.129741 + Penalty 15661.711735 = -94709347.418006
  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 23.66 GB.

 Trying to split cluster 18 (6361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2258.510000 sec): 2 clusters
  Score: Raw -1406047.465774 + Penalty 5364.238787 = -1400683.226987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2258.550000 sec): 3 clusters
  Score: Raw -1407514.972100 + Penalty 10728.477574 = -1396786.494526
  nChanged 2756
		SP:Iteration 1F (2258.600000 sec): 3 clusters
  Score: Raw -1436245.539151 + Penalty 10728.477574 = -1425517.061577
  nChanged 1305
		SP:Iteration 2F (2258.650000 sec): 3 clusters
  Score: Raw -1458177.196398 + Penalty 10728.477574 = -1447448.718824
  nChanged 294
		SP:Iteration 3Q (2258.680000 sec): 3 clusters
  Score: Raw -1466700.766846 + Penalty 10728.477574 = -1455972.289272
  nChanged 156
		SP:Iteration 4Q (2258.710000 sec): 3 clusters
  Score: Raw -1473008.080771 + Penalty 10728.477574 = -1462279.603197
  nChanged 140
		SP:Iteration 5Q (2258.750000 sec): 3 clusters
  Score: Raw -1478162.056837 + Penalty 10728.477574 = -1467433.579263
  nChanged 118
		SP:Iteration 6Q (2258.780000 sec): 3 clusters
  Score: Raw -1483052.799410 + Penalty 10728.477574 = -1472324.321836
  nChanged 136
		SP:Iteration 7Q (2258.810000 sec): 3 clusters
  Score: Raw -1486770.161956 + Penalty 10728.477574 = -1476041.684382
  nChanged 119
		SP:Iteration 8Q (2258.840000 sec): 3 clusters
  Score: Raw -1491044.245415 + Penalty 10728.477574 = -1480315.767841
  nChanged 98
		SP:Iteration 9Q (2258.870000 sec): 3 clusters
  Score: Raw -1494152.299361 + Penalty 10728.477574 = -1483423.821787
  nChanged 74
		SP:Iteration 10Q (2258.910000 sec): 3 clusters
  Score: Raw -1495096.428501 + Penalty 10728.477574 = -1484367.950927
  nChanged 13
		SP:Iteration 11Q (2258.940000 sec): 3 clusters
  Score: Raw -1495156.717412 + Penalty 10728.477574 = -1484428.239838
  nChanged 2
		SP:Iteration 12Q (2258.970000 sec): 3 clusters
  Score: Raw -1495157.720274 + Penalty 10728.477574 = -1484429.242700
  nChanged 0
		SP:Iteration 13F (2259.020000 sec): 3 clusters
  Score: Raw -1495157.720274 + Penalty 10728.477574 = -1484429.242700
  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 23.66 GB.

 Trying to split cluster 19 (113457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2259.760000 sec): 2 clusters
  Score: Raw -30230428.033943 + Penalty 7128.997254 = -30223299.036689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2260.630000 sec): 3 clusters
  Score: Raw -30160394.031555 + Penalty 14257.994507 = -30146136.037048
  nChanged 52056
		SP:Iteration 1F (2261.500000 sec): 3 clusters
  Score: Raw -30190128.444671 + Penalty 14257.994507 = -30175870.450164
  nChanged 5242
		SP:Iteration 2Q (2262.370000 sec): 3 clusters
  Score: Raw -30192093.723729 + Penalty 14257.994507 = -30177835.729222
  nChanged 5253
		SP:Iteration 3Q (2263.240000 sec): 3 clusters
  Score: Raw -30194323.803595 + Penalty 14257.994507 = -30180065.809088
  nChanged 5510
		SP:Iteration 4Q (2264.110000 sec): 3 clusters
  Score: Raw -30196977.021717 + Penalty 14257.994507 = -30182719.027210
  nChanged 5961
		SP:Iteration 5F (2264.970000 sec): 3 clusters
  Score: Raw -30200239.000580 + Penalty 14257.994507 = -30185981.006073
  nChanged 6505
		SP:Iteration 6F (2265.840000 sec): 3 clusters
  Score: Raw -30204106.271232 + Penalty 14257.994507 = -30189848.276725
  nChanged 6816
		SP:Iteration 7F (2266.700000 sec): 3 clusters
  Score: Raw -30208329.357188 + Penalty 14257.994507 = -30194071.362681
  nChanged 6676
		SP:Iteration 8F (2267.560000 sec): 3 clusters
  Score: Raw -30212368.121831 + Penalty 14257.994507 = -30198110.127324
  nChanged 6124
		SP:Iteration 9F (2268.430000 sec): 3 clusters
  Score: Raw -30215659.059290 + Penalty 14257.994507 = -30201401.064783
  nChanged 5217
		SP:Iteration 10Q (2269.280000 sec): 3 clusters
  Score: Raw -30218181.489869 + Penalty 14257.994507 = -30203923.495362
  nChanged 4354
		SP:Iteration 11Q (2270.120000 sec): 3 clusters
  Score: Raw -30220118.079714 + Penalty 14257.994507 = -30205860.085207
  nChanged 3517
		SP:Iteration 12Q (2270.960000 sec): 3 clusters
  Score: Raw -30221554.259671 + Penalty 14257.994507 = -30207296.265164
  nChanged 3080
		SP:Iteration 13Q (2271.800000 sec): 3 clusters
  Score: Raw -30222729.885096 + Penalty 14257.994507 = -30208471.890589
  nChanged 2774
		SP:Iteration 14Q (2272.630000 sec): 3 clusters
  Score: Raw -30223851.639745 + Penalty 14257.994507 = -30209593.645238
  nChanged 2709
		SP:Iteration 15Q (2273.450000 sec): 3 clusters
  Score: Raw -30225067.788579 + Penalty 14257.994507 = -30210809.794072
  nChanged 2676
		SP:Iteration 16Q (2274.270000 sec): 3 clusters
  Score: Raw -30226285.420390 + Penalty 14257.994507 = -30212027.425883
  nChanged 2646
		SP:Iteration 17Q (2275.080000 sec): 3 clusters
  Score: Raw -30227545.839354 + Penalty 14257.994507 = -30213287.844847
  nChanged 2489
		SP:Iteration 18Q (2275.880000 sec): 3 clusters
  Score: Raw -30228743.941935 + Penalty 14257.994507 = -30214485.947428
  nChanged 2292
		SP:Iteration 19Q (2276.670000 sec): 3 clusters
  Score: Raw -30229839.574942 + Penalty 14257.994507 = -30215581.580435
  nChanged 2061
		SP:Iteration 20F (2277.540000 sec): 3 clusters
  Score: Raw -30230728.061937 + Penalty 14257.994507 = -30216470.067430
  nChanged 1816
		SP:Iteration 21Q (2278.310000 sec): 3 clusters
  Score: Raw -30231361.232400 + Penalty 14257.994507 = -30217103.237893
  nChanged 1524
		SP:Iteration 22Q (2279.080000 sec): 3 clusters
  Score: Raw -30231798.447595 + Penalty 14257.994507 = -30217540.453088
  nChanged 1366
		SP:Iteration 23Q (2279.830000 sec): 3 clusters
  Score: Raw -30232146.948169 + Penalty 14257.994507 = -30217888.953662
  nChanged 1179
		SP:Iteration 24Q (2280.580000 sec): 3 clusters
  Score: Raw -30232424.574734 + Penalty 14257.994507 = -30218166.580227
  nChanged 1012
		SP:Iteration 25Q (2281.330000 sec): 3 clusters
  Score: Raw -30232640.613192 + Penalty 14257.994507 = -30218382.618685
  nChanged 849
		SP:Iteration 26Q (2282.070000 sec): 3 clusters
  Score: Raw -30232812.784805 + Penalty 14257.994507 = -30218554.790298
  nChanged 728
		SP:Iteration 27Q (2282.800000 sec): 3 clusters
  Score: Raw -30232960.103286 + Penalty 14257.994507 = -30218702.108779
  nChanged 694
		SP:Iteration 28Q (2283.530000 sec): 3 clusters
  Score: Raw -30233094.511369 + Penalty 14257.994507 = -30218836.516862
  nChanged 601
		SP:Iteration 29Q (2284.260000 sec): 3 clusters
  Score: Raw -30233202.945287 + Penalty 14257.994507 = -30218944.950780
  nChanged 514
		SP:Iteration 30Q (2284.980000 sec): 3 clusters
  Score: Raw -30233294.346198 + Penalty 14257.994507 = -30219036.351691
  nChanged 454
		SP:Iteration 31Q (2285.700000 sec): 3 clusters
  Score: Raw -30233377.098203 + Penalty 14257.994507 = -30219119.103696
  nChanged 414
		SP:Iteration 32Q (2286.420000 sec): 3 clusters
  Score: Raw -30233446.542501 + Penalty 14257.994507 = -30219188.547994
  nChanged 356
		SP:Iteration 33Q (2287.130000 sec): 3 clusters
  Score: Raw -30233503.020197 + Penalty 14257.994507 = -30219245.025690
  nChanged 323
		SP:Iteration 34Q (2287.840000 sec): 3 clusters
  Score: Raw -30233554.402959 + Penalty 14257.994507 = -30219296.408452
  nChanged 272
		SP:Iteration 35Q (2288.550000 sec): 3 clusters
  Score: Raw -30233595.989585 + Penalty 14257.994507 = -30219337.995078
  nChanged 241
		SP:Iteration 36Q (2289.260000 sec): 3 clusters
  Score: Raw -30233630.230656 + Penalty 14257.994507 = -30219372.236149
  nChanged 206
		SP:Iteration 37Q (2289.970000 sec): 3 clusters
  Score: Raw -30233659.721709 + Penalty 14257.994507 = -30219401.727202
  nChanged 180
		SP:Iteration 38Q (2290.680000 sec): 3 clusters
  Score: Raw -30233683.660763 + Penalty 14257.994507 = -30219425.666255
  nChanged 151
		SP:Iteration 39Q (2291.380000 sec): 3 clusters
  Score: Raw -30233702.557716 + Penalty 14257.994507 = -30219444.563209
  nChanged 145
		SP:Iteration 40F (2292.240000 sec): 3 clusters
  Score: Raw -30233720.407345 + Penalty 14257.994507 = -30219462.412837
  nChanged 115
		SP:Iteration 41Q (2292.950000 sec): 3 clusters
  Score: Raw -30233734.815043 + Penalty 14257.994507 = -30219476.820536
  nChanged 100
		SP:Iteration 42Q (2293.650000 sec): 3 clusters
  Score: Raw -30233747.826138 + Penalty 14257.994507 = -30219489.831631
  nChanged 95
		SP:Iteration 43Q (2294.350000 sec): 3 clusters
  Score: Raw -30233759.654346 + Penalty 14257.994507 = -30219501.659839
  nChanged 90
		SP:Iteration 44Q (2295.040000 sec): 3 clusters
  Score: Raw -30233771.019690 + Penalty 14257.994507 = -30219513.025182
  nChanged 99
		SP:Iteration 45Q (2295.750000 sec): 3 clusters
  Score: Raw -30233783.187561 + Penalty 14257.994507 = -30219525.193054
  nChanged 87
		SP:Iteration 46Q (2296.450000 sec): 3 clusters
  Score: Raw -30233792.872644 + Penalty 14257.994507 = -30219534.878137
  nChanged 73
		SP:Iteration 47Q (2297.150000 sec): 3 clusters
  Score: Raw -30233801.984718 + Penalty 14257.994507 = -30219543.990211
  nChanged 73
		SP:Iteration 48Q (2297.840000 sec): 3 clusters
  Score: Raw -30233811.131046 + Penalty 14257.994507 = -30219553.136539
  nChanged 76
		SP:Iteration 49Q (2298.540000 sec): 3 clusters
  Score: Raw -30233821.407631 + Penalty 14257.994507 = -30219563.413124
  nChanged 83
		SP:Iteration 50Q (2299.240000 sec): 3 clusters
  Score: Raw -30233831.160902 + Penalty 14257.994507 = -30219573.166395
  nChanged 64
		SP:Iteration 51Q (2299.940000 sec): 3 clusters
  Score: Raw -30233838.044742 + Penalty 14257.994507 = -30219580.050235
  nChanged 55
		SP:Iteration 52Q (2300.640000 sec): 3 clusters
  Score: Raw -30233845.230667 + Penalty 14257.994507 = -30219587.236160
  nChanged 49
		SP:Iteration 53Q (2301.330000 sec): 3 clusters
  Score: Raw -30233850.741196 + Penalty 14257.994507 = -30219592.746689
  nChanged 44
		SP:Iteration 54Q (2302.030000 sec): 3 clusters
  Score: Raw -30233855.800331 + Penalty 14257.994507 = -30219597.805824
  nChanged 42
		SP:Iteration 55Q (2302.720000 sec): 3 clusters
  Score: Raw -30233860.342891 + Penalty 14257.994507 = -30219602.348384
  nChanged 39
		SP:Iteration 56Q (2303.420000 sec): 3 clusters
  Score: Raw -30233864.766905 + Penalty 14257.994507 = -30219606.772398
  nChanged 38
		SP:Iteration 57Q (2304.110000 sec): 3 clusters
  Score: Raw -30233869.065578 + Penalty 14257.994507 = -30219611.071070
  nChanged 35
		SP:Iteration 58Q (2304.810000 sec): 3 clusters
  Score: Raw -30233872.541789 + Penalty 14257.994507 = -30219614.547282
  nChanged 24
		SP:Iteration 59Q (2305.500000 sec): 3 clusters
  Score: Raw -30233875.168561 + Penalty 14257.994507 = -30219617.174054
  nChanged 23
		SP:Iteration 60F (2306.360000 sec): 3 clusters
  Score: Raw -30233877.581119 + Penalty 14257.994507 = -30219619.586612
  nChanged 22
		SP:Iteration 61Q (2307.050000 sec): 3 clusters
  Score: Raw -30233879.750108 + Penalty 14257.994507 = -30219621.755601
  nChanged 22
		SP:Iteration 62Q (2307.750000 sec): 3 clusters
  Score: Raw -30233881.926907 + Penalty 14257.994507 = -30219623.932400
  nChanged 23
		SP:Iteration 63Q (2308.440000 sec): 3 clusters
  Score: Raw -30233883.846798 + Penalty 14257.994507 = -30219625.852291
  nChanged 18
		SP:Iteration 64Q (2309.130000 sec): 3 clusters
  Score: Raw -30233885.346169 + Penalty 14257.994507 = -30219627.351662
  nChanged 13
		SP:Iteration 65Q (2309.820000 sec): 3 clusters
  Score: Raw -30233886.576012 + Penalty 14257.994507 = -30219628.581505
  nChanged 19
		SP:Iteration 66Q (2310.520000 sec): 3 clusters
  Score: Raw -30233888.622837 + Penalty 14257.994507 = -30219630.628330
  nChanged 16
		SP:Iteration 67Q (2311.210000 sec): 3 clusters
  Score: Raw -30233890.304134 + Penalty 14257.994507 = -30219632.309627
  nChanged 21
		SP:Iteration 68Q (2311.900000 sec): 3 clusters
  Score: Raw -30233892.279626 + Penalty 14257.994507 = -30219634.285119
  nChanged 20
		SP:Iteration 69Q (2312.590000 sec): 3 clusters
  Score: Raw -30233894.339340 + Penalty 14257.994507 = -30219636.344833
  nChanged 28
		SP:Iteration 70Q (2313.280000 sec): 3 clusters
  Score: Raw -30233897.372309 + Penalty 14257.994507 = -30219639.377802
  nChanged 23
		SP:Iteration 71Q (2313.970000 sec): 3 clusters
  Score: Raw -30233900.042112 + Penalty 14257.994507 = -30219642.047605
  nChanged 27
		SP:Iteration 72Q (2314.670000 sec): 3 clusters
  Score: Raw -30233902.499748 + Penalty 14257.994507 = -30219644.505241
  nChanged 16
		SP:Iteration 73Q (2315.360000 sec): 3 clusters
  Score: Raw -30233904.107177 + Penalty 14257.994507 = -30219646.112670
  nChanged 21
		SP:Iteration 74Q (2316.050000 sec): 3 clusters
  Score: Raw -30233906.139869 + Penalty 14257.994507 = -30219648.145362
  nChanged 12
		SP:Iteration 75Q (2316.740000 sec): 3 clusters
  Score: Raw -30233907.611541 + Penalty 14257.994507 = -30219649.617034
  nChanged 20
		SP:Iteration 76Q (2317.430000 sec): 3 clusters
  Score: Raw -30233910.039652 + Penalty 14257.994507 = -30219652.045145
  nChanged 29
		SP:Iteration 77Q (2318.130000 sec): 3 clusters
  Score: Raw -30233913.351742 + Penalty 14257.994507 = -30219655.357235
  nChanged 27
		SP:Iteration 78Q (2318.820000 sec): 3 clusters
  Score: Raw -30233915.948856 + Penalty 14257.994507 = -30219657.954349
  nChanged 23
		SP:Iteration 79Q (2319.510000 sec): 3 clusters
  Score: Raw -30233918.020638 + Penalty 14257.994507 = -30219660.026131
  nChanged 19
		SP:Iteration 80F (2320.370000 sec): 3 clusters
  Score: Raw -30233920.037476 + Penalty 14257.994507 = -30219662.042969
  nChanged 16
		SP:Iteration 81Q (2321.070000 sec): 3 clusters
  Score: Raw -30233921.810335 + Penalty 14257.994507 = -30219663.815828
  nChanged 20
		SP:Iteration 82Q (2321.760000 sec): 3 clusters
  Score: Raw -30233924.007079 + Penalty 14257.994507 = -30219666.012571
  nChanged 13
		SP:Iteration 83Q (2322.450000 sec): 3 clusters
  Score: Raw -30233925.359190 + Penalty 14257.994507 = -30219667.364683
  nChanged 10
		SP:Iteration 84Q (2323.140000 sec): 3 clusters
  Score: Raw -30233926.434591 + Penalty 14257.994507 = -30219668.440084
  nChanged 15
		SP:Iteration 85Q (2323.830000 sec): 3 clusters
  Score: Raw -30233927.659076 + Penalty 14257.994507 = -30219669.664569
  nChanged 12
		SP:Iteration 86Q (2324.530000 sec): 3 clusters
  Score: Raw -30233928.918795 + Penalty 14257.994507 = -30219670.924288
  nChanged 9
		SP:Iteration 87Q (2325.220000 sec): 3 clusters
  Score: Raw -30233930.046343 + Penalty 14257.994507 = -30219672.051836
  nChanged 13
		SP:Iteration 88Q (2325.910000 sec): 3 clusters
  Score: Raw -30233931.429590 + Penalty 14257.994507 = -30219673.435083
  nChanged 16
		SP:Iteration 89Q (2326.600000 sec): 3 clusters
  Score: Raw -30233933.127574 + Penalty 14257.994507 = -30219675.133067
  nChanged 14
		SP:Iteration 90Q (2327.290000 sec): 3 clusters
  Score: Raw -30233934.588296 + Penalty 14257.994507 = -30219676.593789
  nChanged 14
		SP:Iteration 91Q (2327.980000 sec): 3 clusters
  Score: Raw -30233936.121369 + Penalty 14257.994507 = -30219678.126861
  nChanged 13
		SP:Iteration 92Q (2328.670000 sec): 3 clusters
  Score: Raw -30233937.471656 + Penalty 14257.994507 = -30219679.477149
  nChanged 15
		SP:Iteration 93Q (2329.360000 sec): 3 clusters
  Score: Raw -30233939.076501 + Penalty 14257.994507 = -30219681.081994
  nChanged 14
		SP:Iteration 94Q (2330.050000 sec): 3 clusters
  Score: Raw -30233940.431506 + Penalty 14257.994507 = -30219682.436999
  nChanged 9
		SP:Iteration 95Q (2330.740000 sec): 3 clusters
  Score: Raw -30233941.293666 + Penalty 14257.994507 = -30219683.299159
  nChanged 9
		SP:Iteration 96Q (2331.430000 sec): 3 clusters
  Score: Raw -30233942.225064 + Penalty 14257.994507 = -30219684.230557
  nChanged 7
		SP:Iteration 97Q (2332.110000 sec): 3 clusters
  Score: Raw -30233942.952842 + Penalty 14257.994507 = -30219684.958335
  nChanged 11
		SP:Iteration 98Q (2332.800000 sec): 3 clusters
  Score: Raw -30233944.062022 + Penalty 14257.994507 = -30219686.067514
  nChanged 10
		SP:Iteration 99Q (2333.490000 sec): 3 clusters
  Score: Raw -30233945.064159 + Penalty 14257.994507 = -30219687.069652
  nChanged 10
		SP:Iteration 100F (2334.350000 sec): 3 clusters
  Score: Raw -30233946.002368 + Penalty 14257.994507 = -30219688.007861
  nChanged 9
		SP:Iteration 101Q (2335.040000 sec): 3 clusters
  Score: Raw -30233946.914720 + Penalty 14257.994507 = -30219688.920212
  nChanged 5
		SP:Iteration 102Q (2335.730000 sec): 3 clusters
  Score: Raw -30233947.548583 + Penalty 14257.994507 = -30219689.554076
  nChanged 5
		SP:Iteration 103Q (2336.420000 sec): 3 clusters
  Score: Raw -30233948.016096 + Penalty 14257.994507 = -30219690.021589
  nChanged 2
		SP:Iteration 104Q (2337.100000 sec): 3 clusters
  Score: Raw -30233948.172832 + Penalty 14257.994507 = -30219690.178325
  nChanged 0
		SP:Iteration 105F (2337.970000 sec): 3 clusters
  Score: Raw -30233948.172832 + Penalty 14257.994507 = -30219690.178325
  nChanged 0
Iteration 20F (2528.330000 sec): 36 clusters
  Score: Raw -521961887.548481 + Penalty 310957.026909 = -521650930.521572
  nChanged 141159
Iteration 21F (2719.200000 sec): 36 clusters
  Score: Raw -522036314.299183 + Penalty 310957.026909 = -521725357.272274
  nChanged 70220
Iteration 22Q (2756.840000 sec): 36 clusters
  Score: Raw -522070281.480783 + Penalty 310957.026909 = -521759324.453874
  nChanged 51172
Iteration 23Q (2792.390000 sec): 36 clusters
  Score: Raw -522092492.507005 + Penalty 310957.026909 = -521781535.480096
  nChanged 41213
Iteration 24Q (2826.710000 sec): 36 clusters
  Score: Raw -522106367.491819 + Penalty 310957.026909 = -521795410.464910
  nChanged 33604
Iteration 25Q (2860.080000 sec): 36 clusters
  Score: Raw -522116259.388564 + Penalty 310957.026909 = -521805302.361656
  nChanged 28312
Iteration 26Q (2892.770000 sec): 36 clusters
  Score: Raw -522124070.348873 + Penalty 310957.026909 = -521813113.321964
  nChanged 24784
Iteration 27Q (2925.100000 sec): 36 clusters
  Score: Raw -522130655.576987 + Penalty 310957.026909 = -521819698.550079
  nChanged 22314
Iteration 28Q (2957.030000 sec): 36 clusters
  Score: Raw -522136555.104001 + Penalty 310957.026909 = -521825598.077092
  nChanged 20028
Iteration 29Q (2988.470000 sec): 36 clusters
  Score: Raw -522142425.749163 + Penalty 310957.026909 = -521831468.722254
  nChanged 18522
Iteration 30Q (3019.670000 sec): 36 clusters
  Score: Raw -522149021.900358 + Penalty 310957.026909 = -521838064.873449
  nChanged 17349
Iteration 31Q (3050.600000 sec): 36 clusters
  Score: Raw -522156535.897253 + Penalty 310957.026909 = -521845578.870345
  nChanged 16115
Iteration 32Q (3081.230000 sec): 36 clusters
  Score: Raw -522162882.134906 + Penalty 310957.026909 = -521851925.107997
  nChanged 14590
Iteration 33Q (3111.650000 sec): 36 clusters
  Score: Raw -522167252.474596 + Penalty 310957.026909 = -521856295.447688
  nChanged 12273
Iteration 34Q (3141.670000 sec): 36 clusters
  Score: Raw -522170104.147514 + Penalty 310957.026909 = -521859147.120605
  nChanged 10355
Iteration 35Q (3171.520000 sec): 36 clusters
  Score: Raw -522172038.501515 + Penalty 310957.026909 = -521861081.474607
  nChanged 8963
Iteration 36Q (3201.170000 sec): 36 clusters
  Score: Raw -522173370.378497 + Penalty 310957.026909 = -521862413.351589
  nChanged 7554
Iteration 37Q (3230.880000 sec): 36 clusters
  Score: Raw -522174295.841879 + Penalty 310957.026909 = -521863338.814970
  nChanged 6489
Iteration 38Q (3261.000000 sec): 36 clusters
  Score: Raw -522175008.163326 + Penalty 310957.026909 = -521864051.136417
  nChanged 5494
Iteration 39Q (3290.970000 sec): 36 clusters
  Score: Raw -522175558.210942 + Penalty 310957.026909 = -521864601.184033
  nChanged 4895
Iteration 40F (3481.670000 sec): 36 clusters
  Score: Raw -522180656.385685 + Penalty 310957.026909 = -521869699.358776
  nChanged 5590
Iteration 41Q (3512.710000 sec): 36 clusters
  Score: Raw -522186047.012242 + Penalty 310957.026909 = -521875089.985333
  nChanged 5554
Iteration 42Q (3543.630000 sec): 36 clusters
  Score: Raw -522187692.776407 + Penalty 310957.026909 = -521876735.749499
  nChanged 5028
Iteration 43Q (3574.400000 sec): 36 clusters
  Score: Raw -522188577.640716 + Penalty 310957.026909 = -521877620.613808
  nChanged 4674
Iteration 44Q (3604.980000 sec): 36 clusters
  Score: Raw -522189167.565775 + Penalty 310957.026909 = -521878210.538866
  nChanged 4342
Iteration 45Q (3636.030000 sec): 36 clusters
  Score: Raw -522189674.016975 + Penalty 310957.026909 = -521878716.990066
  nChanged 4090
Iteration 46Q (3667.410000 sec): 36 clusters
  Score: Raw -522190154.912535 + Penalty 310957.026909 = -521879197.885626
  nChanged 3906
Iteration 47Q (3698.750000 sec): 36 clusters
  Score: Raw -522190611.441499 + Penalty 310957.026909 = -521879654.414590
  nChanged 3690
Iteration 48Q (3730.100000 sec): 36 clusters
  Score: Raw -522191055.685179 + Penalty 310957.026909 = -521880098.658271
  nChanged 3532
Iteration 49Q (3761.280000 sec): 36 clusters
  Score: Raw -522191517.816082 + Penalty 310957.026909 = -521880560.789174
  nChanged 3453
Iteration 50Q (3792.470000 sec): 36 clusters
  Score: Raw -522191986.203008 + Penalty 310957.026909 = -521881029.176099
  nChanged 3449
Iteration 51Q (3823.580000 sec): 36 clusters
  Score: Raw -522192484.514544 + Penalty 310957.026909 = -521881527.487636
  nChanged 3619
Iteration 52Q (3854.640000 sec): 36 clusters
  Score: Raw -522193039.354905 + Penalty 310957.026909 = -521882082.327996
  nChanged 3603
Iteration 53Q (3885.680000 sec): 36 clusters
  Score: Raw -522193631.445665 + Penalty 310957.026909 = -521882674.418757
  nChanged 3723
Iteration 54Q (3916.650000 sec): 36 clusters
  Score: Raw -522194229.538053 + Penalty 310957.026909 = -521883272.511144
  nChanged 3532
Iteration 55Q (3947.600000 sec): 36 clusters
  Score: Raw -522194842.718749 + Penalty 310957.026909 = -521883885.691841
  nChanged 3356
Iteration 56Q (3978.470000 sec): 36 clusters
  Score: Raw -522195483.976477 + Penalty 310957.026909 = -521884526.949569
  nChanged 3347
Iteration 57Q (4009.280000 sec): 36 clusters
  Score: Raw -522196111.898279 + Penalty 310957.026909 = -521885154.871370
  nChanged 3214
Iteration 58Q (4040.030000 sec): 36 clusters
  Score: Raw -522196715.646313 + Penalty 310957.026909 = -521885758.619404
  nChanged 3190
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522196715.646313 + Penalty 310957.026909 = -521885758.619404
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 1 (10237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4040.450000 sec): 2 clusters
  Score: Raw -2586025.781275 + Penalty 5655.680381 = -2580370.100894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4040.530000 sec): 3 clusters
  Score: Raw -2581525.751277 + Penalty 11311.360761 = -2570214.390515
  nChanged 3847
		SP:Iteration 1F (4040.600000 sec): 3 clusters
  Score: Raw -2584652.542724 + Penalty 11311.360761 = -2573341.181963
  nChanged 1093
		SP:Iteration 2F (4040.680000 sec): 3 clusters
  Score: Raw -2585981.877733 + Penalty 11311.360761 = -2574670.516971
  nChanged 875
		SP:Iteration 3F (4040.760000 sec): 3 clusters
  Score: Raw -2587115.432008 + Penalty 11311.360761 = -2575804.071246
  nChanged 777
		SP:Iteration 4F (4040.840000 sec): 3 clusters
  Score: Raw -2588083.086501 + Penalty 11311.360761 = -2576771.725740
  nChanged 652
		SP:Iteration 5F (4040.910000 sec): 3 clusters
  Score: Raw -2588865.860242 + Penalty 11311.360761 = -2577554.499480
  nChanged 518
		SP:Iteration 6F (4040.990000 sec): 3 clusters
  Score: Raw -2589395.236719 + Penalty 11311.360761 = -2578083.875957
  nChanged 410
		SP:Iteration 7Q (4041.060000 sec): 3 clusters
  Score: Raw -2589756.464752 + Penalty 11311.360761 = -2578445.103991
  nChanged 297
		SP:Iteration 8Q (4041.130000 sec): 3 clusters
  Score: Raw -2589968.681629 + Penalty 11311.360761 = -2578657.320868
  nChanged 210
		SP:Iteration 9Q (4041.200000 sec): 3 clusters
  Score: Raw -2590094.536392 + Penalty 11311.360761 = -2578783.175630
  nChanged 154
		SP:Iteration 10Q (4041.270000 sec): 3 clusters
  Score: Raw -2590176.728243 + Penalty 11311.360761 = -2578865.367482
  nChanged 96
		SP:Iteration 11Q (4041.340000 sec): 3 clusters
  Score: Raw -2590239.044769 + Penalty 11311.360761 = -2578927.684007
  nChanged 98
		SP:Iteration 12Q (4041.410000 sec): 3 clusters
  Score: Raw -2590312.881364 + Penalty 11311.360761 = -2579001.520603
  nChanged 104
		SP:Iteration 13Q (4041.480000 sec): 3 clusters
  Score: Raw -2590392.127665 + Penalty 11311.360761 = -2579080.766904
  nChanged 103
		SP:Iteration 14Q (4041.540000 sec): 3 clusters
  Score: Raw -2590479.585097 + Penalty 11311.360761 = -2579168.224336
  nChanged 104
		SP:Iteration 15Q (4041.620000 sec): 3 clusters
  Score: Raw -2590571.330734 + Penalty 11311.360761 = -2579259.969972
  nChanged 87
		SP:Iteration 16Q (4041.680000 sec): 3 clusters
  Score: Raw -2590646.118752 + Penalty 11311.360761 = -2579334.757991
  nChanged 73
		SP:Iteration 17Q (4041.750000 sec): 3 clusters
  Score: Raw -2590695.875764 + Penalty 11311.360761 = -2579384.515002
  nChanged 64
		SP:Iteration 18Q (4041.820000 sec): 3 clusters
  Score: Raw -2590734.914815 + Penalty 11311.360761 = -2579423.554054
  nChanged 53
		SP:Iteration 19Q (4041.890000 sec): 3 clusters
  Score: Raw -2590760.247629 + Penalty 11311.360761 = -2579448.886868
  nChanged 44
		SP:Iteration 20F (4041.960000 sec): 3 clusters
  Score: Raw -2590782.315289 + Penalty 11311.360761 = -2579470.954527
  nChanged 40
		SP:Iteration 21Q (4042.030000 sec): 3 clusters
  Score: Raw -2590805.104443 + Penalty 11311.360761 = -2579493.743682
  nChanged 41
		SP:Iteration 22Q (4042.100000 sec): 3 clusters
  Score: Raw -2590829.355206 + Penalty 11311.360761 = -2579517.994444
  nChanged 35
		SP:Iteration 23Q (4042.160000 sec): 3 clusters
  Score: Raw -2590859.842797 + Penalty 11311.360761 = -2579548.482035
  nChanged 45
		SP:Iteration 24Q (4042.230000 sec): 3 clusters
  Score: Raw -2590902.824768 + Penalty 11311.360761 = -2579591.464006
  nChanged 57
		SP:Iteration 25Q (4042.300000 sec): 3 clusters
  Score: Raw -2590953.967113 + Penalty 11311.360761 = -2579642.606351
  nChanged 61
		SP:Iteration 26Q (4042.360000 sec): 3 clusters
  Score: Raw -2591025.961976 + Penalty 11311.360761 = -2579714.601214
  nChanged 77
		SP:Iteration 27Q (4042.430000 sec): 3 clusters
  Score: Raw -2591143.551579 + Penalty 11311.360761 = -2579832.190818
  nChanged 75
		SP:Iteration 28Q (4042.500000 sec): 3 clusters
  Score: Raw -2591216.009490 + Penalty 11311.360761 = -2579904.648729
  nChanged 60
		SP:Iteration 29Q (4042.560000 sec): 3 clusters
  Score: Raw -2591259.815097 + Penalty 11311.360761 = -2579948.454336
  nChanged 45
		SP:Iteration 30Q (4042.630000 sec): 3 clusters
  Score: Raw -2591283.192538 + Penalty 11311.360761 = -2579971.831777
  nChanged 25
		SP:Iteration 31Q (4042.700000 sec): 3 clusters
  Score: Raw -2591293.721287 + Penalty 11311.360761 = -2579982.360526
  nChanged 14
		SP:Iteration 32Q (4042.760000 sec): 3 clusters
  Score: Raw -2591299.658528 + Penalty 11311.360761 = -2579988.297766
  nChanged 7
		SP:Iteration 33Q (4042.830000 sec): 3 clusters
  Score: Raw -2591301.751592 + Penalty 11311.360761 = -2579990.390831
  nChanged 3
		SP:Iteration 34Q (4042.890000 sec): 3 clusters
  Score: Raw -2591302.677073 + Penalty 11311.360761 = -2579991.316311
  nChanged 2
		SP:Iteration 35Q (4042.960000 sec): 3 clusters
  Score: Raw -2591303.478472 + Penalty 11311.360761 = -2579992.117710
  nChanged 0
		SP:Iteration 36F (4043.030000 sec): 3 clusters
  Score: Raw -2591303.478472 + Penalty 11311.360761 = -2579992.117710
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 2 (20290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4043.170000 sec): 2 clusters
  Score: Raw -5317093.280124 + Penalty 6074.703603 = -5311018.576521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4043.320000 sec): 3 clusters
  Score: Raw -5306510.920136 + Penalty 12149.407205 = -5294361.512930
  nChanged 8252
		SP:Iteration 1F (4043.480000 sec): 3 clusters
  Score: Raw -5311020.080148 + Penalty 12149.407205 = -5298870.672942
  nChanged 1485
		SP:Iteration 2F (4043.630000 sec): 3 clusters
  Score: Raw -5311934.040483 + Penalty 12149.407205 = -5299784.633278
  nChanged 1286
		SP:Iteration 3F (4043.790000 sec): 3 clusters
  Score: Raw -5312861.660147 + Penalty 12149.407205 = -5300712.252942
  nChanged 1154
		SP:Iteration 4F (4043.940000 sec): 3 clusters
  Score: Raw -5313858.871767 + Penalty 12149.407205 = -5301709.464562
  nChanged 1122
		SP:Iteration 5F (4044.100000 sec): 3 clusters
  Score: Raw -5314741.296450 + Penalty 12149.407205 = -5302591.889245
  nChanged 1065
		SP:Iteration 6F (4044.250000 sec): 3 clusters
  Score: Raw -5315511.142303 + Penalty 12149.407205 = -5303361.735098
  nChanged 1021
		SP:Iteration 7F (4044.410000 sec): 3 clusters
  Score: Raw -5316277.565030 + Penalty 12149.407205 = -5304128.157825
  nChanged 1000
		SP:Iteration 8Q (4044.560000 sec): 3 clusters
  Score: Raw -5317072.509956 + Penalty 12149.407205 = -5304923.102751
  nChanged 996
		SP:Iteration 9Q (4044.710000 sec): 3 clusters
  Score: Raw -5317978.490078 + Penalty 12149.407205 = -5305829.082872
  nChanged 938
		SP:Iteration 10Q (4044.860000 sec): 3 clusters
  Score: Raw -5318950.863474 + Penalty 12149.407205 = -5306801.456269
  nChanged 797
		SP:Iteration 11Q (4045.010000 sec): 3 clusters
  Score: Raw -5319884.008810 + Penalty 12149.407205 = -5307734.601605
  nChanged 644
		SP:Iteration 12Q (4045.150000 sec): 3 clusters
  Score: Raw -5320801.886897 + Penalty 12149.407205 = -5308652.479692
  nChanged 513
		SP:Iteration 13Q (4045.290000 sec): 3 clusters
  Score: Raw -5321589.619980 + Penalty 12149.407205 = -5309440.212775
  nChanged 399
		SP:Iteration 14Q (4045.420000 sec): 3 clusters
  Score: Raw -5322154.265184 + Penalty 12149.407205 = -5310004.857979
  nChanged 289
		SP:Iteration 15Q (4045.550000 sec): 3 clusters
  Score: Raw -5322514.403475 + Penalty 12149.407205 = -5310364.996270
  nChanged 216
		SP:Iteration 16Q (4045.680000 sec): 3 clusters
  Score: Raw -5322668.118498 + Penalty 12149.407205 = -5310518.711293
  nChanged 149
		SP:Iteration 17Q (4045.800000 sec): 3 clusters
  Score: Raw -5322749.898531 + Penalty 12149.407205 = -5310600.491326
  nChanged 99
		SP:Iteration 18Q (4045.920000 sec): 3 clusters
  Score: Raw -5322796.215830 + Penalty 12149.407205 = -5310646.808625
  nChanged 73
		SP:Iteration 19Q (4046.050000 sec): 3 clusters
  Score: Raw -5322822.457465 + Penalty 12149.407205 = -5310673.050260
  nChanged 43
		SP:Iteration 20F (4046.200000 sec): 3 clusters
  Score: Raw -5322835.844536 + Penalty 12149.407205 = -5310686.437331
  nChanged 41
		SP:Iteration 21Q (4046.320000 sec): 3 clusters
  Score: Raw -5322849.700293 + Penalty 12149.407205 = -5310700.293088
  nChanged 33
		SP:Iteration 22Q (4046.450000 sec): 3 clusters
  Score: Raw -5322860.587295 + Penalty 12149.407205 = -5310711.180089
  nChanged 31
		SP:Iteration 23Q (4046.570000 sec): 3 clusters
  Score: Raw -5322867.844061 + Penalty 12149.407205 = -5310718.436856
  nChanged 19
		SP:Iteration 24Q (4046.690000 sec): 3 clusters
  Score: Raw -5322872.420360 + Penalty 12149.407205 = -5310723.013155
  nChanged 14
		SP:Iteration 25Q (4046.820000 sec): 3 clusters
  Score: Raw -5322875.584667 + Penalty 12149.407205 = -5310726.177461
  nChanged 16
		SP:Iteration 26Q (4046.940000 sec): 3 clusters
  Score: Raw -5322878.447803 + Penalty 12149.407205 = -5310729.040597
  nChanged 7
		SP:Iteration 27Q (4047.060000 sec): 3 clusters
  Score: Raw -5322880.013926 + Penalty 12149.407205 = -5310730.606721
  nChanged 6
		SP:Iteration 28Q (4047.180000 sec): 3 clusters
  Score: Raw -5322881.848110 + Penalty 12149.407205 = -5310732.440905
  nChanged 13
		SP:Iteration 29Q (4047.300000 sec): 3 clusters
  Score: Raw -5322884.773054 + Penalty 12149.407205 = -5310735.365849
  nChanged 6
		SP:Iteration 30Q (4047.430000 sec): 3 clusters
  Score: Raw -5322885.737038 + Penalty 12149.407205 = -5310736.329833
  nChanged 4
		SP:Iteration 31Q (4047.550000 sec): 3 clusters
  Score: Raw -5322886.474344 + Penalty 12149.407205 = -5310737.067139
  nChanged 1
		SP:Iteration 32Q (4047.670000 sec): 3 clusters
  Score: Raw -5322886.609058 + Penalty 12149.407205 = -5310737.201853
  nChanged 0
		SP:Iteration 33F (4047.830000 sec): 3 clusters
  Score: Raw -5322886.609058 + Penalty 12149.407205 = -5310737.201853
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 3 (9227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4047.900000 sec): 2 clusters
  Score: Raw -2326935.708908 + Penalty 5592.057164 = -2321343.651744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4047.960000 sec): 3 clusters
  Score: Raw -2322987.056384 + Penalty 11184.114328 = -2311802.942056
  nChanged 3457
		SP:Iteration 1F (4048.030000 sec): 3 clusters
  Score: Raw -2325733.301953 + Penalty 11184.114328 = -2314549.187625
  nChanged 942
		SP:Iteration 2F (4048.100000 sec): 3 clusters
  Score: Raw -2326858.270674 + Penalty 11184.114328 = -2315674.156345
  nChanged 729
		SP:Iteration 3F (4048.170000 sec): 3 clusters
  Score: Raw -2327797.797696 + Penalty 11184.114328 = -2316613.683368
  nChanged 684
		SP:Iteration 4F (4048.240000 sec): 3 clusters
  Score: Raw -2328643.218251 + Penalty 11184.114328 = -2317459.103923
  nChanged 623
		SP:Iteration 5F (4048.310000 sec): 3 clusters
  Score: Raw -2329521.446066 + Penalty 11184.114328 = -2318337.331738
  nChanged 553
		SP:Iteration 6F (4048.380000 sec): 3 clusters
  Score: Raw -2330217.172115 + Penalty 11184.114328 = -2319033.057787
  nChanged 403
		SP:Iteration 7Q (4048.440000 sec): 3 clusters
  Score: Raw -2330653.920352 + Penalty 11184.114328 = -2319469.806023
  nChanged 335
		SP:Iteration 8Q (4048.500000 sec): 3 clusters
  Score: Raw -2330988.534704 + Penalty 11184.114328 = -2319804.420376
  nChanged 243
		SP:Iteration 9Q (4048.570000 sec): 3 clusters
  Score: Raw -2331234.631865 + Penalty 11184.114328 = -2320050.517536
  nChanged 179
		SP:Iteration 10Q (4048.630000 sec): 3 clusters
  Score: Raw -2331373.504098 + Penalty 11184.114328 = -2320189.389770
  nChanged 110
		SP:Iteration 11Q (4048.690000 sec): 3 clusters
  Score: Raw -2331448.468308 + Penalty 11184.114328 = -2320264.353979
  nChanged 80
		SP:Iteration 12Q (4048.750000 sec): 3 clusters
  Score: Raw -2331502.187126 + Penalty 11184.114328 = -2320318.072798
  nChanged 60
		SP:Iteration 13Q (4048.810000 sec): 3 clusters
  Score: Raw -2331539.563085 + Penalty 11184.114328 = -2320355.448757
  nChanged 38
		SP:Iteration 14Q (4048.870000 sec): 3 clusters
  Score: Raw -2331562.851553 + Penalty 11184.114328 = -2320378.737224
  nChanged 27
		SP:Iteration 15Q (4048.930000 sec): 3 clusters
  Score: Raw -2331585.121188 + Penalty 11184.114328 = -2320401.006859
  nChanged 20
		SP:Iteration 16Q (4048.990000 sec): 3 clusters
  Score: Raw -2331594.942615 + Penalty 11184.114328 = -2320410.828287
  nChanged 17
		SP:Iteration 17Q (4049.050000 sec): 3 clusters
  Score: Raw -2331602.187162 + Penalty 11184.114328 = -2320418.072834
  nChanged 10
		SP:Iteration 18Q (4049.110000 sec): 3 clusters
  Score: Raw -2331607.497704 + Penalty 11184.114328 = -2320423.383376
  nChanged 13
		SP:Iteration 19Q (4049.170000 sec): 3 clusters
  Score: Raw -2331613.543081 + Penalty 11184.114328 = -2320429.428753
  nChanged 6
		SP:Iteration 20F (4049.240000 sec): 3 clusters
  Score: Raw -2331618.653678 + Penalty 11184.114328 = -2320434.539349
  nChanged 7
		SP:Iteration 21Q (4049.300000 sec): 3 clusters
  Score: Raw -2331640.958758 + Penalty 11184.114328 = -2320456.844430
  nChanged 13
		SP:Iteration 22Q (4049.360000 sec): 3 clusters
  Score: Raw -2331645.071629 + Penalty 11184.114328 = -2320460.957301
  nChanged 6
		SP:Iteration 23Q (4049.420000 sec): 3 clusters
  Score: Raw -2331647.110664 + Penalty 11184.114328 = -2320462.996336
  nChanged 5
		SP:Iteration 24Q (4049.480000 sec): 3 clusters
  Score: Raw -2331648.810727 + Penalty 11184.114328 = -2320464.696399
  nChanged 3
		SP:Iteration 25Q (4049.540000 sec): 3 clusters
  Score: Raw -2331649.617275 + Penalty 11184.114328 = -2320465.502947
  nChanged 1
		SP:Iteration 26Q (4049.600000 sec): 3 clusters
  Score: Raw -2331649.797395 + Penalty 11184.114328 = -2320465.683066
  nChanged 0
		SP:Iteration 27F (4049.660000 sec): 3 clusters
  Score: Raw -2331649.797395 + Penalty 11184.114328 = -2320465.683066
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 4 (86227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4050.250000 sec): 2 clusters
  Score: Raw -22915200.492598 + Penalty 6960.902413 = -22908239.590186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4050.920000 sec): 3 clusters
  Score: Raw -22863028.065595 + Penalty 13921.804825 = -22849106.260770
  nChanged 39130
		SP:Iteration 1F (4051.580000 sec): 3 clusters
  Score: Raw -22884541.309410 + Penalty 13921.804825 = -22870619.504585
  nChanged 3735
		SP:Iteration 2Q (4052.240000 sec): 3 clusters
  Score: Raw -22885650.051718 + Penalty 13921.804825 = -22871728.246893
  nChanged 3225
		SP:Iteration 3Q (4052.900000 sec): 3 clusters
  Score: Raw -22886553.318907 + Penalty 13921.804825 = -22872631.514082
  nChanged 3024
		SP:Iteration 4Q (4053.590000 sec): 3 clusters
  Score: Raw -22887382.478387 + Penalty 13921.804825 = -22873460.673562
  nChanged 2836
		SP:Iteration 5Q (4054.250000 sec): 3 clusters
  Score: Raw -22888167.687273 + Penalty 13921.804825 = -22874245.882448
  nChanged 2791
		SP:Iteration 6Q (4054.920000 sec): 3 clusters
  Score: Raw -22888983.460062 + Penalty 13921.804825 = -22875061.655237
  nChanged 2747
		SP:Iteration 7Q (4055.580000 sec): 3 clusters
  Score: Raw -22889806.748330 + Penalty 13921.804825 = -22875884.943505
  nChanged 2732
		SP:Iteration 8Q (4056.250000 sec): 3 clusters
  Score: Raw -22890653.032057 + Penalty 13921.804825 = -22876731.227232
  nChanged 2777
		SP:Iteration 9Q (4056.910000 sec): 3 clusters
  Score: Raw -22891591.565149 + Penalty 13921.804825 = -22877669.760324
  nChanged 2864
		SP:Iteration 10Q (4057.570000 sec): 3 clusters
  Score: Raw -22892661.934345 + Penalty 13921.804825 = -22878740.129520
  nChanged 3003
		SP:Iteration 11Q (4058.230000 sec): 3 clusters
  Score: Raw -22893877.987738 + Penalty 13921.804825 = -22879956.182913
  nChanged 3150
		SP:Iteration 12Q (4058.900000 sec): 3 clusters
  Score: Raw -22895222.646265 + Penalty 13921.804825 = -22881300.841440
  nChanged 3200
		SP:Iteration 13Q (4059.560000 sec): 3 clusters
  Score: Raw -22896643.717704 + Penalty 13921.804825 = -22882721.912879
  nChanged 3235
		SP:Iteration 14Q (4060.220000 sec): 3 clusters
  Score: Raw -22898171.109366 + Penalty 13921.804825 = -22884249.304541
  nChanged 3376
		SP:Iteration 15Q (4060.870000 sec): 3 clusters
  Score: Raw -22899859.126859 + Penalty 13921.804825 = -22885937.322034
  nChanged 3587
		SP:Iteration 16Q (4061.530000 sec): 3 clusters
  Score: Raw -22901776.867118 + Penalty 13921.804825 = -22887855.062293
  nChanged 3778
		SP:Iteration 17Q (4062.170000 sec): 3 clusters
  Score: Raw -22903929.978905 + Penalty 13921.804825 = -22890008.174080
  nChanged 3844
		SP:Iteration 18Q (4062.820000 sec): 3 clusters
  Score: Raw -22906219.347315 + Penalty 13921.804825 = -22892297.542490
  nChanged 3785
		SP:Iteration 19Q (4063.430000 sec): 3 clusters
  Score: Raw -22908588.750435 + Penalty 13921.804825 = -22894666.945610
  nChanged 3455
		SP:Iteration 20F (4064.090000 sec): 3 clusters
  Score: Raw -22910806.405849 + Penalty 13921.804825 = -22896884.601024
  nChanged 2802
		SP:Iteration 21Q (4064.680000 sec): 3 clusters
  Score: Raw -22912564.922321 + Penalty 13921.804825 = -22898643.117496
  nChanged 2139
		SP:Iteration 22Q (4065.240000 sec): 3 clusters
  Score: Raw -22913837.791892 + Penalty 13921.804825 = -22899915.987067
  nChanged 1521
		SP:Iteration 23Q (4065.790000 sec): 3 clusters
  Score: Raw -22914697.345765 + Penalty 13921.804825 = -22900775.540940
  nChanged 1101
		SP:Iteration 24Q (4066.320000 sec): 3 clusters
  Score: Raw -22915319.561056 + Penalty 13921.804825 = -22901397.756231
  nChanged 816
		SP:Iteration 25Q (4066.840000 sec): 3 clusters
  Score: Raw -22915746.108657 + Penalty 13921.804825 = -22901824.303832
  nChanged 552
		SP:Iteration 26Q (4067.350000 sec): 3 clusters
  Score: Raw -22916014.247681 + Penalty 13921.804825 = -22902092.442856
  nChanged 411
		SP:Iteration 27Q (4067.860000 sec): 3 clusters
  Score: Raw -22916207.375995 + Penalty 13921.804825 = -22902285.571170
  nChanged 281
		SP:Iteration 28Q (4068.350000 sec): 3 clusters
  Score: Raw -22916327.141815 + Penalty 13921.804825 = -22902405.336990
  nChanged 200
		SP:Iteration 29Q (4068.840000 sec): 3 clusters
  Score: Raw -22916412.801391 + Penalty 13921.804825 = -22902490.996566
  nChanged 163
		SP:Iteration 30Q (4069.330000 sec): 3 clusters
  Score: Raw -22916483.447253 + Penalty 13921.804825 = -22902561.642428
  nChanged 130
		SP:Iteration 31Q (4069.820000 sec): 3 clusters
  Score: Raw -22916537.430833 + Penalty 13921.804825 = -22902615.626008
  nChanged 109
		SP:Iteration 32Q (4070.300000 sec): 3 clusters
  Score: Raw -22916579.119425 + Penalty 13921.804825 = -22902657.314600
  nChanged 81
		SP:Iteration 33Q (4070.780000 sec): 3 clusters
  Score: Raw -22916612.473500 + Penalty 13921.804825 = -22902690.668675
  nChanged 71
		SP:Iteration 34Q (4071.260000 sec): 3 clusters
  Score: Raw -22916640.076376 + Penalty 13921.804825 = -22902718.271551
  nChanged 60
		SP:Iteration 35Q (4071.750000 sec): 3 clusters
  Score: Raw -22916665.458101 + Penalty 13921.804825 = -22902743.653276
  nChanged 50
		SP:Iteration 36Q (4072.230000 sec): 3 clusters
  Score: Raw -22916685.059233 + Penalty 13921.804825 = -22902763.254408
  nChanged 52
		SP:Iteration 37Q (4072.710000 sec): 3 clusters
  Score: Raw -22916707.240944 + Penalty 13921.804825 = -22902785.436119
  nChanged 38
		SP:Iteration 38Q (4073.180000 sec): 3 clusters
  Score: Raw -22916723.181002 + Penalty 13921.804825 = -22902801.376177
  nChanged 37
		SP:Iteration 39Q (4073.660000 sec): 3 clusters
  Score: Raw -22916738.100820 + Penalty 13921.804825 = -22902816.295995
  nChanged 37
		SP:Iteration 40F (4074.330000 sec): 3 clusters
  Score: Raw -22916752.865487 + Penalty 13921.804825 = -22902831.060662
  nChanged 35
		SP:Iteration 41Q (4074.830000 sec): 3 clusters
  Score: Raw -22916767.737232 + Penalty 13921.804825 = -22902845.932407
  nChanged 32
		SP:Iteration 42Q (4075.310000 sec): 3 clusters
  Score: Raw -22916781.864874 + Penalty 13921.804825 = -22902860.060049
  nChanged 29
		SP:Iteration 43Q (4075.790000 sec): 3 clusters
  Score: Raw -22916793.969445 + Penalty 13921.804825 = -22902872.164620
  nChanged 31
		SP:Iteration 44Q (4076.260000 sec): 3 clusters
  Score: Raw -22916807.268703 + Penalty 13921.804825 = -22902885.463878
  nChanged 25
		SP:Iteration 45Q (4076.740000 sec): 3 clusters
  Score: Raw -22916817.145916 + Penalty 13921.804825 = -22902895.341091
  nChanged 19
		SP:Iteration 46Q (4077.210000 sec): 3 clusters
  Score: Raw -22916823.933617 + Penalty 13921.804825 = -22902902.128792
  nChanged 14
		SP:Iteration 47Q (4077.680000 sec): 3 clusters
  Score: Raw -22916829.989323 + Penalty 13921.804825 = -22902908.184498
  nChanged 16
		SP:Iteration 48Q (4078.150000 sec): 3 clusters
  Score: Raw -22916835.539952 + Penalty 13921.804825 = -22902913.735127
  nChanged 14
		SP:Iteration 49Q (4078.630000 sec): 3 clusters
  Score: Raw -22916840.152532 + Penalty 13921.804825 = -22902918.347707
  nChanged 6
		SP:Iteration 50Q (4079.090000 sec): 3 clusters
  Score: Raw -22916842.845770 + Penalty 13921.804825 = -22902921.040945
  nChanged 10
		SP:Iteration 51Q (4079.570000 sec): 3 clusters
  Score: Raw -22916846.531746 + Penalty 13921.804825 = -22902924.726921
  nChanged 7
		SP:Iteration 52Q (4080.040000 sec): 3 clusters
  Score: Raw -22916849.153274 + Penalty 13921.804825 = -22902927.348449
  nChanged 10
		SP:Iteration 53Q (4080.510000 sec): 3 clusters
  Score: Raw -22916852.870430 + Penalty 13921.804825 = -22902931.065605
  nChanged 8
		SP:Iteration 54Q (4080.970000 sec): 3 clusters
  Score: Raw -22916856.266607 + Penalty 13921.804825 = -22902934.461782
  nChanged 11
		SP:Iteration 55Q (4081.450000 sec): 3 clusters
  Score: Raw -22916859.970692 + Penalty 13921.804825 = -22902938.165867
  nChanged 10
		SP:Iteration 56Q (4081.920000 sec): 3 clusters
  Score: Raw -22916863.569671 + Penalty 13921.804825 = -22902941.764846
  nChanged 7
		SP:Iteration 57Q (4082.390000 sec): 3 clusters
  Score: Raw -22916866.680939 + Penalty 13921.804825 = -22902944.876114
  nChanged 10
		SP:Iteration 58Q (4082.860000 sec): 3 clusters
  Score: Raw -22916869.851884 + Penalty 13921.804825 = -22902948.047059
  nChanged 9
		SP:Iteration 59Q (4083.330000 sec): 3 clusters
  Score: Raw -22916873.609071 + Penalty 13921.804825 = -22902951.804246
  nChanged 8
		SP:Iteration 60F (4083.990000 sec): 3 clusters
  Score: Raw -22916876.741799 + Penalty 13921.804825 = -22902954.936973
  nChanged 6
		SP:Iteration 61Q (4084.460000 sec): 3 clusters
  Score: Raw -22916878.610918 + Penalty 13921.804825 = -22902956.806093
  nChanged 4
		SP:Iteration 62Q (4084.930000 sec): 3 clusters
  Score: Raw -22916880.236840 + Penalty 13921.804825 = -22902958.432015
  nChanged 5
		SP:Iteration 63Q (4085.400000 sec): 3 clusters
  Score: Raw -22916881.936377 + Penalty 13921.804825 = -22902960.131552
  nChanged 5
		SP:Iteration 64Q (4085.870000 sec): 3 clusters
  Score: Raw -22916883.841210 + Penalty 13921.804825 = -22902962.036385
  nChanged 1
		SP:Iteration 65Q (4086.340000 sec): 3 clusters
  Score: Raw -22916884.251837 + Penalty 13921.804825 = -22902962.447012
  nChanged 1
		SP:Iteration 66Q (4086.810000 sec): 3 clusters
  Score: Raw -22916884.661695 + Penalty 13921.804825 = -22902962.856870
  nChanged 3
		SP:Iteration 67Q (4087.280000 sec): 3 clusters
  Score: Raw -22916885.673314 + Penalty 13921.804825 = -22902963.868489
  nChanged 1
		SP:Iteration 68Q (4087.750000 sec): 3 clusters
  Score: Raw -22916885.944991 + Penalty 13921.804825 = -22902964.140166
  nChanged 0
		SP:Iteration 69F (4088.400000 sec): 3 clusters
  Score: Raw -22916885.944991 + Penalty 13921.804825 = -22902964.140166
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 5 (11541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4088.530000 sec): 2 clusters
  Score: Raw -3015933.331586 + Penalty 5729.117480 = -3010204.214106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4088.610000 sec): 3 clusters
  Score: Raw -3010605.572979 + Penalty 11458.234959 = -2999147.338020
  nChanged 4280
		SP:Iteration 1F (4088.700000 sec): 3 clusters
  Score: Raw -3013160.744126 + Penalty 11458.234959 = -3001702.509167
  nChanged 887
		SP:Iteration 2F (4088.790000 sec): 3 clusters
  Score: Raw -3013809.276015 + Penalty 11458.234959 = -3002351.041055
  nChanged 728
		SP:Iteration 3F (4088.880000 sec): 3 clusters
  Score: Raw -3014420.077208 + Penalty 11458.234959 = -3002961.842249
  nChanged 701
		SP:Iteration 4F (4088.960000 sec): 3 clusters
  Score: Raw -3015010.909033 + Penalty 11458.234959 = -3003552.674074
  nChanged 634
		SP:Iteration 5F (4089.050000 sec): 3 clusters
  Score: Raw -3015530.372153 + Penalty 11458.234959 = -3004072.137193
  nChanged 578
		SP:Iteration 6F (4089.140000 sec): 3 clusters
  Score: Raw -3016040.764754 + Penalty 11458.234959 = -3004582.529795
  nChanged 519
		SP:Iteration 7Q (4089.230000 sec): 3 clusters
  Score: Raw -3016474.328338 + Penalty 11458.234959 = -3005016.093378
  nChanged 412
		SP:Iteration 8Q (4089.310000 sec): 3 clusters
  Score: Raw -3016783.784989 + Penalty 11458.234959 = -3005325.550030
  nChanged 323
		SP:Iteration 9Q (4089.400000 sec): 3 clusters
  Score: Raw -3016994.970891 + Penalty 11458.234959 = -3005536.735931
  nChanged 231
		SP:Iteration 10Q (4089.490000 sec): 3 clusters
  Score: Raw -3017134.004759 + Penalty 11458.234959 = -3005675.769800
  nChanged 184
		SP:Iteration 11Q (4089.570000 sec): 3 clusters
  Score: Raw -3017241.775919 + Penalty 11458.234959 = -3005783.540959
  nChanged 150
		SP:Iteration 12Q (4089.660000 sec): 3 clusters
  Score: Raw -3017321.491988 + Penalty 11458.234959 = -3005863.257029
  nChanged 121
		SP:Iteration 13Q (4089.740000 sec): 3 clusters
  Score: Raw -3017382.064767 + Penalty 11458.234959 = -3005923.829807
  nChanged 84
		SP:Iteration 14Q (4089.830000 sec): 3 clusters
  Score: Raw -3017422.445818 + Penalty 11458.234959 = -3005964.210859
  nChanged 70
		SP:Iteration 15Q (4089.910000 sec): 3 clusters
  Score: Raw -3017453.080839 + Penalty 11458.234959 = -3005994.845879
  nChanged 65
		SP:Iteration 16Q (4089.990000 sec): 3 clusters
  Score: Raw -3017482.805460 + Penalty 11458.234959 = -3006024.570500
  nChanged 54
		SP:Iteration 17Q (4090.080000 sec): 3 clusters
  Score: Raw -3017502.461940 + Penalty 11458.234959 = -3006044.226981
  nChanged 40
		SP:Iteration 18Q (4090.160000 sec): 3 clusters
  Score: Raw -3017519.610464 + Penalty 11458.234959 = -3006061.375505
  nChanged 39
		SP:Iteration 19Q (4090.250000 sec): 3 clusters
  Score: Raw -3017536.530981 + Penalty 11458.234959 = -3006078.296022
  nChanged 52
		SP:Iteration 20F (4090.330000 sec): 3 clusters
  Score: Raw -3017556.957576 + Penalty 11458.234959 = -3006098.722617
  nChanged 40
		SP:Iteration 21Q (4090.420000 sec): 3 clusters
  Score: Raw -3017570.266963 + Penalty 11458.234959 = -3006112.032003
  nChanged 28
		SP:Iteration 22Q (4090.500000 sec): 3 clusters
  Score: Raw -3017579.762826 + Penalty 11458.234959 = -3006121.527866
  nChanged 17
		SP:Iteration 23Q (4090.590000 sec): 3 clusters
  Score: Raw -3017585.489896 + Penalty 11458.234959 = -3006127.254937
  nChanged 15
		SP:Iteration 24Q (4090.670000 sec): 3 clusters
  Score: Raw -3017589.156109 + Penalty 11458.234959 = -3006130.921149
  nChanged 9
		SP:Iteration 25Q (4090.750000 sec): 3 clusters
  Score: Raw -3017592.182934 + Penalty 11458.234959 = -3006133.947975
  nChanged 11
		SP:Iteration 26Q (4090.830000 sec): 3 clusters
  Score: Raw -3017596.362181 + Penalty 11458.234959 = -3006138.127222
  nChanged 14
		SP:Iteration 27Q (4090.920000 sec): 3 clusters
  Score: Raw -3017601.167405 + Penalty 11458.234959 = -3006142.932445
  nChanged 13
		SP:Iteration 28Q (4091.000000 sec): 3 clusters
  Score: Raw -3017604.431822 + Penalty 11458.234959 = -3006146.196863
  nChanged 10
		SP:Iteration 29Q (4091.080000 sec): 3 clusters
  Score: Raw -3017607.349676 + Penalty 11458.234959 = -3006149.114717
  nChanged 5
		SP:Iteration 30Q (4091.170000 sec): 3 clusters
  Score: Raw -3017608.754452 + Penalty 11458.234959 = -3006150.519493
  nChanged 1
		SP:Iteration 31Q (4091.250000 sec): 3 clusters
  Score: Raw -3017608.965036 + Penalty 11458.234959 = -3006150.730077
  nChanged 1
		SP:Iteration 32Q (4091.330000 sec): 3 clusters
  Score: Raw -3017609.098971 + Penalty 11458.234959 = -3006150.864012
  nChanged 2
		SP:Iteration 33Q (4091.420000 sec): 3 clusters
  Score: Raw -3017609.804773 + Penalty 11458.234959 = -3006151.569814
  nChanged 6
		SP:Iteration 34Q (4091.500000 sec): 3 clusters
  Score: Raw -3017611.696314 + Penalty 11458.234959 = -3006153.461354
  nChanged 7
		SP:Iteration 35Q (4091.580000 sec): 3 clusters
  Score: Raw -3017614.208070 + Penalty 11458.234959 = -3006155.973110
  nChanged 7
		SP:Iteration 36Q (4091.670000 sec): 3 clusters
  Score: Raw -3017616.699423 + Penalty 11458.234959 = -3006158.464463
  nChanged 8
		SP:Iteration 37Q (4091.750000 sec): 3 clusters
  Score: Raw -3017620.034325 + Penalty 11458.234959 = -3006161.799365
  nChanged 6
		SP:Iteration 38Q (4091.830000 sec): 3 clusters
  Score: Raw -3017622.478377 + Penalty 11458.234959 = -3006164.243418
  nChanged 2
		SP:Iteration 39Q (4091.910000 sec): 3 clusters
  Score: Raw -3017623.212517 + Penalty 11458.234959 = -3006164.977557
  nChanged 0
		SP:Iteration 40F (4092.000000 sec): 3 clusters
  Score: Raw -3017623.212517 + Penalty 11458.234959 = -3006164.977557
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 6 (37005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4092.250000 sec): 2 clusters
  Score: Raw -9864387.735004 + Penalty 6442.770095 = -9857944.964910
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4092.530000 sec): 3 clusters
  Score: Raw -9843532.304956 + Penalty 12885.540189 = -9830646.764767
  nChanged 15923
		SP:Iteration 1F (4092.810000 sec): 3 clusters
  Score: Raw -9852010.099544 + Penalty 12885.540189 = -9839124.559355
  nChanged 2018
		SP:Iteration 2F (4093.100000 sec): 3 clusters
  Score: Raw -9852757.801782 + Penalty 12885.540189 = -9839872.261593
  nChanged 1648
		SP:Iteration 3Q (4093.380000 sec): 3 clusters
  Score: Raw -9853364.713449 + Penalty 12885.540189 = -9840479.173259
  nChanged 1434
		SP:Iteration 4Q (4093.670000 sec): 3 clusters
  Score: Raw -9853862.617568 + Penalty 12885.540189 = -9840977.077379
  nChanged 1193
		SP:Iteration 5Q (4093.950000 sec): 3 clusters
  Score: Raw -9854250.645137 + Penalty 12885.540189 = -9841365.104948
  nChanged 1080
		SP:Iteration 6Q (4094.230000 sec): 3 clusters
  Score: Raw -9854587.019042 + Penalty 12885.540189 = -9841701.478853
  nChanged 1026
		SP:Iteration 7Q (4094.520000 sec): 3 clusters
  Score: Raw -9854928.741476 + Penalty 12885.540189 = -9842043.201287
  nChanged 1036
		SP:Iteration 8Q (4094.800000 sec): 3 clusters
  Score: Raw -9855293.208003 + Penalty 12885.540189 = -9842407.667813
  nChanged 1065
		SP:Iteration 9Q (4095.080000 sec): 3 clusters
  Score: Raw -9855685.029948 + Penalty 12885.540189 = -9842799.489759
  nChanged 1166
		SP:Iteration 10Q (4095.360000 sec): 3 clusters
  Score: Raw -9856170.264809 + Penalty 12885.540189 = -9843284.724620
  nChanged 1307
		SP:Iteration 11Q (4095.640000 sec): 3 clusters
  Score: Raw -9856751.807253 + Penalty 12885.540189 = -9843866.267063
  nChanged 1368
		SP:Iteration 12Q (4095.920000 sec): 3 clusters
  Score: Raw -9857403.224396 + Penalty 12885.540189 = -9844517.684207
  nChanged 1463
		SP:Iteration 13Q (4096.210000 sec): 3 clusters
  Score: Raw -9858221.724995 + Penalty 12885.540189 = -9845336.184806
  nChanged 1565
		SP:Iteration 14Q (4096.490000 sec): 3 clusters
  Score: Raw -9859180.816311 + Penalty 12885.540189 = -9846295.276122
  nChanged 1621
		SP:Iteration 15Q (4096.760000 sec): 3 clusters
  Score: Raw -9860261.292082 + Penalty 12885.540189 = -9847375.751893
  nChanged 1606
		SP:Iteration 16Q (4097.040000 sec): 3 clusters
  Score: Raw -9861433.526192 + Penalty 12885.540189 = -9848547.986003
  nChanged 1364
		SP:Iteration 17Q (4097.320000 sec): 3 clusters
  Score: Raw -9862468.788256 + Penalty 12885.540189 = -9849583.248067
  nChanged 1041
		SP:Iteration 18Q (4097.580000 sec): 3 clusters
  Score: Raw -9863282.217649 + Penalty 12885.540189 = -9850396.677460
  nChanged 708
		SP:Iteration 19Q (4097.850000 sec): 3 clusters
  Score: Raw -9863852.245221 + Penalty 12885.540189 = -9850966.705032
  nChanged 485
		SP:Iteration 20F (4098.130000 sec): 3 clusters
  Score: Raw -9864261.888671 + Penalty 12885.540189 = -9851376.348481
  nChanged 354
		SP:Iteration 21Q (4098.370000 sec): 3 clusters
  Score: Raw -9864590.908556 + Penalty 12885.540189 = -9851705.368367
  nChanged 242
		SP:Iteration 22Q (4098.610000 sec): 3 clusters
  Score: Raw -9864819.290822 + Penalty 12885.540189 = -9851933.750633
  nChanged 130
		SP:Iteration 23Q (4098.840000 sec): 3 clusters
  Score: Raw -9864937.779503 + Penalty 12885.540189 = -9852052.239314
  nChanged 87
		SP:Iteration 24Q (4099.060000 sec): 3 clusters
  Score: Raw -9865016.058511 + Penalty 12885.540189 = -9852130.518322
  nChanged 47
		SP:Iteration 25Q (4099.280000 sec): 3 clusters
  Score: Raw -9865054.477705 + Penalty 12885.540189 = -9852168.937516
  nChanged 39
		SP:Iteration 26Q (4099.500000 sec): 3 clusters
  Score: Raw -9865090.779106 + Penalty 12885.540189 = -9852205.238917
  nChanged 27
		SP:Iteration 27Q (4099.710000 sec): 3 clusters
  Score: Raw -9865114.855515 + Penalty 12885.540189 = -9852229.315326
  nChanged 21
		SP:Iteration 28Q (4099.930000 sec): 3 clusters
  Score: Raw -9865138.090598 + Penalty 12885.540189 = -9852252.550409
  nChanged 20
		SP:Iteration 29Q (4100.140000 sec): 3 clusters
  Score: Raw -9865158.299115 + Penalty 12885.540189 = -9852272.758925
  nChanged 13
		SP:Iteration 30Q (4100.350000 sec): 3 clusters
  Score: Raw -9865169.765587 + Penalty 12885.540189 = -9852284.225398
  nChanged 13
		SP:Iteration 31Q (4100.560000 sec): 3 clusters
  Score: Raw -9865182.984164 + Penalty 12885.540189 = -9852297.443975
  nChanged 11
		SP:Iteration 32Q (4100.780000 sec): 3 clusters
  Score: Raw -9865194.880325 + Penalty 12885.540189 = -9852309.340136
  nChanged 10
		SP:Iteration 33Q (4100.980000 sec): 3 clusters
  Score: Raw -9865204.372788 + Penalty 12885.540189 = -9852318.832599
  nChanged 9
		SP:Iteration 34Q (4101.200000 sec): 3 clusters
  Score: Raw -9865215.050860 + Penalty 12885.540189 = -9852329.510671
  nChanged 6
		SP:Iteration 35Q (4101.400000 sec): 3 clusters
  Score: Raw -9865221.299042 + Penalty 12885.540189 = -9852335.758853
  nChanged 5
		SP:Iteration 36Q (4101.620000 sec): 3 clusters
  Score: Raw -9865227.481962 + Penalty 12885.540189 = -9852341.941772
  nChanged 4
		SP:Iteration 37Q (4101.820000 sec): 3 clusters
  Score: Raw -9865231.342507 + Penalty 12885.540189 = -9852345.802318
  nChanged 6
		SP:Iteration 38Q (4102.030000 sec): 3 clusters
  Score: Raw -9865236.677207 + Penalty 12885.540189 = -9852351.137018
  nChanged 6
		SP:Iteration 39Q (4102.240000 sec): 3 clusters
  Score: Raw -9865242.588275 + Penalty 12885.540189 = -9852357.048086
  nChanged 4
		SP:Iteration 40F (4102.520000 sec): 3 clusters
  Score: Raw -9865246.032641 + Penalty 12885.540189 = -9852360.492452
  nChanged 5
		SP:Iteration 41Q (4102.730000 sec): 3 clusters
  Score: Raw -9865249.337384 + Penalty 12885.540189 = -9852363.797195
  nChanged 3
		SP:Iteration 42Q (4102.940000 sec): 3 clusters
  Score: Raw -9865251.898274 + Penalty 12885.540189 = -9852366.358085
  nChanged 3
		SP:Iteration 43Q (4103.150000 sec): 3 clusters
  Score: Raw -9865253.973871 + Penalty 12885.540189 = -9852368.433682
  nChanged 2
		SP:Iteration 44Q (4103.360000 sec): 3 clusters
  Score: Raw -9865256.140160 + Penalty 12885.540189 = -9852370.599971
  nChanged 3
		SP:Iteration 45Q (4103.570000 sec): 3 clusters
  Score: Raw -9865258.927213 + Penalty 12885.540189 = -9852373.387024
  nChanged 3
		SP:Iteration 46Q (4103.780000 sec): 3 clusters
  Score: Raw -9865262.361843 + Penalty 12885.540189 = -9852376.821654
  nChanged 1
		SP:Iteration 47Q (4103.990000 sec): 3 clusters
  Score: Raw -9865263.426179 + Penalty 12885.540189 = -9852377.885990
  nChanged 1
		SP:Iteration 48Q (4104.200000 sec): 3 clusters
  Score: Raw -9865264.619666 + Penalty 12885.540189 = -9852379.079477
  nChanged 0
		SP:Iteration 49F (4104.480000 sec): 3 clusters
  Score: Raw -9865264.619666 + Penalty 12885.540189 = -9852379.079477
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 7 (21598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4104.620000 sec): 2 clusters
  Score: Raw -5516039.082269 + Penalty 6112.968048 = -5509926.114221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4104.790000 sec): 3 clusters
  Score: Raw -5504681.497321 + Penalty 12225.936096 = -5492455.561225
  nChanged 8966
		SP:Iteration 1F (4104.960000 sec): 3 clusters
  Score: Raw -5510300.959038 + Penalty 12225.936096 = -5498075.022942
  nChanged 1840
		SP:Iteration 2F (4105.120000 sec): 3 clusters
  Score: Raw -5512099.793491 + Penalty 12225.936096 = -5499873.857395
  nChanged 1807
		SP:Iteration 3F (4105.280000 sec): 3 clusters
  Score: Raw -5513971.223886 + Penalty 12225.936096 = -5501745.287790
  nChanged 1706
		SP:Iteration 4F (4105.450000 sec): 3 clusters
  Score: Raw -5515829.375649 + Penalty 12225.936096 = -5503603.439553
  nChanged 1573
		SP:Iteration 5F (4105.610000 sec): 3 clusters
  Score: Raw -5517655.205097 + Penalty 12225.936096 = -5505429.269001
  nChanged 1435
		SP:Iteration 6F (4105.780000 sec): 3 clusters
  Score: Raw -5519117.935646 + Penalty 12225.936096 = -5506891.999550
  nChanged 1194
		SP:Iteration 7F (4105.940000 sec): 3 clusters
  Score: Raw -5520328.859906 + Penalty 12225.936096 = -5508102.923810
  nChanged 910
		SP:Iteration 8Q (4106.100000 sec): 3 clusters
  Score: Raw -5520950.446464 + Penalty 12225.936096 = -5508724.510368
  nChanged 618
		SP:Iteration 9Q (4106.260000 sec): 3 clusters
  Score: Raw -5521219.386439 + Penalty 12225.936096 = -5508993.450343
  nChanged 386
		SP:Iteration 10Q (4106.410000 sec): 3 clusters
  Score: Raw -5521353.140273 + Penalty 12225.936096 = -5509127.204177
  nChanged 273
		SP:Iteration 11Q (4106.570000 sec): 3 clusters
  Score: Raw -5521434.975688 + Penalty 12225.936096 = -5509209.039592
  nChanged 189
		SP:Iteration 12Q (4106.730000 sec): 3 clusters
  Score: Raw -5521484.148126 + Penalty 12225.936096 = -5509258.212030
  nChanged 139
		SP:Iteration 13Q (4106.880000 sec): 3 clusters
  Score: Raw -5521513.558833 + Penalty 12225.936096 = -5509287.622737
  nChanged 87
		SP:Iteration 14Q (4107.040000 sec): 3 clusters
  Score: Raw -5521532.475768 + Penalty 12225.936096 = -5509306.539672
  nChanged 67
		SP:Iteration 15Q (4107.190000 sec): 3 clusters
  Score: Raw -5521547.770943 + Penalty 12225.936096 = -5509321.834847
  nChanged 86
		SP:Iteration 16Q (4107.340000 sec): 3 clusters
  Score: Raw -5521566.014466 + Penalty 12225.936096 = -5509340.078370
  nChanged 57
		SP:Iteration 17Q (4107.500000 sec): 3 clusters
  Score: Raw -5521578.233057 + Penalty 12225.936096 = -5509352.296961
  nChanged 56
		SP:Iteration 18Q (4107.660000 sec): 3 clusters
  Score: Raw -5521592.530059 + Penalty 12225.936096 = -5509366.593963
  nChanged 54
		SP:Iteration 19Q (4107.810000 sec): 3 clusters
  Score: Raw -5521604.316149 + Penalty 12225.936096 = -5509378.380053
  nChanged 53
		SP:Iteration 20F (4107.970000 sec): 3 clusters
  Score: Raw -5521615.624603 + Penalty 12225.936096 = -5509389.688507
  nChanged 44
		SP:Iteration 21Q (4108.130000 sec): 3 clusters
  Score: Raw -5521624.129230 + Penalty 12225.936096 = -5509398.193133
  nChanged 45
		SP:Iteration 22Q (4108.280000 sec): 3 clusters
  Score: Raw -5521632.602662 + Penalty 12225.936096 = -5509406.666566
  nChanged 43
		SP:Iteration 23Q (4108.440000 sec): 3 clusters
  Score: Raw -5521639.410257 + Penalty 12225.936096 = -5509413.474161
  nChanged 25
		SP:Iteration 24Q (4108.590000 sec): 3 clusters
  Score: Raw -5521643.740339 + Penalty 12225.936096 = -5509417.804243
  nChanged 20
		SP:Iteration 25Q (4108.740000 sec): 3 clusters
  Score: Raw -5521646.961623 + Penalty 12225.936096 = -5509421.025527
  nChanged 10
		SP:Iteration 26Q (4108.900000 sec): 3 clusters
  Score: Raw -5521648.781677 + Penalty 12225.936096 = -5509422.845581
  nChanged 14
		SP:Iteration 27Q (4109.050000 sec): 3 clusters
  Score: Raw -5521651.221968 + Penalty 12225.936096 = -5509425.285872
  nChanged 16
		SP:Iteration 28Q (4109.210000 sec): 3 clusters
  Score: Raw -5521654.214336 + Penalty 12225.936096 = -5509428.278240
  nChanged 19
		SP:Iteration 29Q (4109.360000 sec): 3 clusters
  Score: Raw -5521657.404932 + Penalty 12225.936096 = -5509431.468836
  nChanged 12
		SP:Iteration 30Q (4109.520000 sec): 3 clusters
  Score: Raw -5521659.093379 + Penalty 12225.936096 = -5509433.157283
  nChanged 13
		SP:Iteration 31Q (4109.670000 sec): 3 clusters
  Score: Raw -5521660.651954 + Penalty 12225.936096 = -5509434.715858
  nChanged 13
		SP:Iteration 32Q (4109.830000 sec): 3 clusters
  Score: Raw -5521662.831723 + Penalty 12225.936096 = -5509436.895627
  nChanged 10
		SP:Iteration 33Q (4109.980000 sec): 3 clusters
  Score: Raw -5521664.517228 + Penalty 12225.936096 = -5509438.581132
  nChanged 13
		SP:Iteration 34Q (4110.140000 sec): 3 clusters
  Score: Raw -5521666.697812 + Penalty 12225.936096 = -5509440.761716
  nChanged 17
		SP:Iteration 35Q (4110.290000 sec): 3 clusters
  Score: Raw -5521669.741463 + Penalty 12225.936096 = -5509443.805367
  nChanged 15
		SP:Iteration 36Q (4110.440000 sec): 3 clusters
  Score: Raw -5521671.818993 + Penalty 12225.936096 = -5509445.882897
  nChanged 11
		SP:Iteration 37Q (4110.600000 sec): 3 clusters
  Score: Raw -5521673.285031 + Penalty 12225.936096 = -5509447.348935
  nChanged 9
		SP:Iteration 38Q (4110.760000 sec): 3 clusters
  Score: Raw -5521674.716228 + Penalty 12225.936096 = -5509448.780132
  nChanged 11
		SP:Iteration 39Q (4110.910000 sec): 3 clusters
  Score: Raw -5521676.287744 + Penalty 12225.936096 = -5509450.351648
  nChanged 8
		SP:Iteration 40F (4111.080000 sec): 3 clusters
  Score: Raw -5521677.661172 + Penalty 12225.936096 = -5509451.725076
  nChanged 5
		SP:Iteration 41Q (4111.230000 sec): 3 clusters
  Score: Raw -5521679.252584 + Penalty 12225.936096 = -5509453.316488
  nChanged 11
		SP:Iteration 42Q (4111.380000 sec): 3 clusters
  Score: Raw -5521681.128285 + Penalty 12225.936096 = -5509455.192189
  nChanged 12
		SP:Iteration 43Q (4111.540000 sec): 3 clusters
  Score: Raw -5521682.847854 + Penalty 12225.936096 = -5509456.911758
  nChanged 11
		SP:Iteration 44Q (4111.700000 sec): 3 clusters
  Score: Raw -5521684.451690 + Penalty 12225.936096 = -5509458.515594
  nChanged 9
		SP:Iteration 45Q (4111.850000 sec): 3 clusters
  Score: Raw -5521685.977736 + Penalty 12225.936096 = -5509460.041640
  nChanged 8
		SP:Iteration 46Q (4112.000000 sec): 3 clusters
  Score: Raw -5521687.603190 + Penalty 12225.936096 = -5509461.667094
  nChanged 9
		SP:Iteration 47Q (4112.160000 sec): 3 clusters
  Score: Raw -5521689.045178 + Penalty 12225.936096 = -5509463.109082
  nChanged 4
		SP:Iteration 48Q (4112.310000 sec): 3 clusters
  Score: Raw -5521689.624374 + Penalty 12225.936096 = -5509463.688278
  nChanged 5
		SP:Iteration 49Q (4112.470000 sec): 3 clusters
  Score: Raw -5521690.363192 + Penalty 12225.936096 = -5509464.427096
  nChanged 6
		SP:Iteration 50Q (4112.620000 sec): 3 clusters
  Score: Raw -5521691.354085 + Penalty 12225.936096 = -5509465.417989
  nChanged 3
		SP:Iteration 51Q (4112.780000 sec): 3 clusters
  Score: Raw -5521691.672351 + Penalty 12225.936096 = -5509465.736255
  nChanged 2
		SP:Iteration 52Q (4112.930000 sec): 3 clusters
  Score: Raw -5521692.002576 + Penalty 12225.936096 = -5509466.066480
  nChanged 4
		SP:Iteration 53Q (4113.080000 sec): 3 clusters
  Score: Raw -5521692.577957 + Penalty 12225.936096 = -5509466.641860
  nChanged 5
		SP:Iteration 54Q (4113.240000 sec): 3 clusters
  Score: Raw -5521693.337042 + Penalty 12225.936096 = -5509467.400946
  nChanged 5
		SP:Iteration 55Q (4113.390000 sec): 3 clusters
  Score: Raw -5521694.088130 + Penalty 12225.936096 = -5509468.152034
  nChanged 3
		SP:Iteration 56Q (4113.550000 sec): 3 clusters
  Score: Raw -5521694.419875 + Penalty 12225.936096 = -5509468.483778
  nChanged 1
		SP:Iteration 57Q (4113.700000 sec): 3 clusters
  Score: Raw -5521694.548459 + Penalty 12225.936096 = -5509468.612363
  nChanged 2
		SP:Iteration 58Q (4113.860000 sec): 3 clusters
  Score: Raw -5521694.789882 + Penalty 12225.936096 = -5509468.853786
  nChanged 4
		SP:Iteration 59Q (4114.010000 sec): 3 clusters
  Score: Raw -5521695.336681 + Penalty 12225.936096 = -5509469.400585
  nChanged 2
		SP:Iteration 60F (4114.170000 sec): 3 clusters
  Score: Raw -5521695.589262 + Penalty 12225.936096 = -5509469.653166
  nChanged 2
		SP:Iteration 61Q (4114.330000 sec): 3 clusters
  Score: Raw -5521695.967508 + Penalty 12225.936096 = -5509470.031412
  nChanged 0
		SP:Iteration 62F (4114.490000 sec): 3 clusters
  Score: Raw -5521695.967508 + Penalty 12225.936096 = -5509470.031412
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 8 (2630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4114.520000 sec): 2 clusters
  Score: Raw -655630.344170 + Penalty 4823.277714 = -650807.066455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4114.540000 sec): 3 clusters
  Score: Raw -655330.134283 + Penalty 9646.555428 = -645683.578854
  nChanged 796
		SP:Iteration 1F (4114.560000 sec): 3 clusters
  Score: Raw -657073.143243 + Penalty 9646.555428 = -647426.587814
  nChanged 351
		SP:Iteration 2F (4114.580000 sec): 3 clusters
  Score: Raw -657997.211373 + Penalty 9646.555428 = -648350.655944
  nChanged 224
		SP:Iteration 3F (4114.600000 sec): 3 clusters
  Score: Raw -658580.323041 + Penalty 9646.555428 = -648933.767613
  nChanged 127
		SP:Iteration 4Q (4114.620000 sec): 3 clusters
  Score: Raw -658951.335488 + Penalty 9646.555428 = -649304.780060
  nChanged 101
		SP:Iteration 5Q (4114.640000 sec): 3 clusters
  Score: Raw -659245.903960 + Penalty 9646.555428 = -649599.348532
  nChanged 74
		SP:Iteration 6Q (4114.650000 sec): 3 clusters
  Score: Raw -659458.593694 + Penalty 9646.555428 = -649812.038265
  nChanged 63
		SP:Iteration 7Q (4114.670000 sec): 3 clusters
  Score: Raw -659655.755842 + Penalty 9646.555428 = -650009.200414
  nChanged 68
		SP:Iteration 8Q (4114.680000 sec): 3 clusters
  Score: Raw -659813.343871 + Penalty 9646.555428 = -650166.788442
  nChanged 68
		SP:Iteration 9Q (4114.700000 sec): 3 clusters
  Score: Raw -659992.182056 + Penalty 9646.555428 = -650345.626628
  nChanged 77
		SP:Iteration 10Q (4114.720000 sec): 3 clusters
  Score: Raw -660177.096829 + Penalty 9646.555428 = -650530.541400
  nChanged 76
		SP:Iteration 11Q (4114.730000 sec): 3 clusters
  Score: Raw -660359.790891 + Penalty 9646.555428 = -650713.235463
  nChanged 76
		SP:Iteration 12Q (4114.750000 sec): 3 clusters
  Score: Raw -660549.104706 + Penalty 9646.555428 = -650902.549277
  nChanged 78
		SP:Iteration 13Q (4114.760000 sec): 3 clusters
  Score: Raw -660765.783515 + Penalty 9646.555428 = -651119.228086
  nChanged 68
		SP:Iteration 14Q (4114.780000 sec): 3 clusters
  Score: Raw -660944.090495 + Penalty 9646.555428 = -651297.535067
  nChanged 74
		SP:Iteration 15Q (4114.790000 sec): 3 clusters
  Score: Raw -661203.029843 + Penalty 9646.555428 = -651556.474414
  nChanged 69
		SP:Iteration 16Q (4114.810000 sec): 3 clusters
  Score: Raw -661386.978704 + Penalty 9646.555428 = -651740.423276
  nChanged 39
		SP:Iteration 17Q (4114.820000 sec): 3 clusters
  Score: Raw -661495.672161 + Penalty 9646.555428 = -651849.116733
  nChanged 33
		SP:Iteration 18Q (4114.840000 sec): 3 clusters
  Score: Raw -661546.234901 + Penalty 9646.555428 = -651899.679473
  nChanged 14
		SP:Iteration 19Q (4114.850000 sec): 3 clusters
  Score: Raw -661566.471687 + Penalty 9646.555428 = -651919.916258
  nChanged 4
		SP:Iteration 20F (4114.870000 sec): 3 clusters
  Score: Raw -661605.698314 + Penalty 9646.555428 = -651959.142885
  nChanged 7
		SP:Iteration 21Q (4114.880000 sec): 3 clusters
  Score: Raw -661717.993463 + Penalty 9646.555428 = -652071.438035
  nChanged 13
		SP:Iteration 22Q (4114.900000 sec): 3 clusters
  Score: Raw -661783.576324 + Penalty 9646.555428 = -652137.020896
  nChanged 12
		SP:Iteration 23Q (4114.910000 sec): 3 clusters
  Score: Raw -661833.180712 + Penalty 9646.555428 = -652186.625284
  nChanged 4
		SP:Iteration 24Q (4114.920000 sec): 3 clusters
  Score: Raw -661861.308100 + Penalty 9646.555428 = -652214.752671
  nChanged 1
		SP:Iteration 25Q (4114.940000 sec): 3 clusters
  Score: Raw -661876.731102 + Penalty 9646.555428 = -652230.175673
  nChanged 2
		SP:Iteration 26Q (4114.950000 sec): 3 clusters
  Score: Raw -661882.469080 + Penalty 9646.555428 = -652235.913651
  nChanged 1
		SP:Iteration 27Q (4114.960000 sec): 3 clusters
  Score: Raw -661883.988081 + Penalty 9646.555428 = -652237.432653
  nChanged 0
		SP:Iteration 28F (4114.980000 sec): 3 clusters
  Score: Raw -661883.988081 + Penalty 9646.555428 = -652237.432653
  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 23.66 GB.

 Trying to split cluster 9 (6850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4115.040000 sec): 2 clusters
  Score: Raw -1735682.955461 + Penalty 5409.602408 = -1730273.353053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4115.090000 sec): 3 clusters
  Score: Raw -1732981.913189 + Penalty 10819.204816 = -1722162.708373
  nChanged 2455
		SP:Iteration 1F (4115.140000 sec): 3 clusters
  Score: Raw -1735099.649450 + Penalty 10819.204816 = -1724280.444634
  nChanged 820
		SP:Iteration 2F (4115.200000 sec): 3 clusters
  Score: Raw -1736983.920342 + Penalty 10819.204816 = -1726164.715526
  nChanged 931
		SP:Iteration 3F (4115.250000 sec): 3 clusters
  Score: Raw -1740017.408427 + Penalty 10819.204816 = -1729198.203611
  nChanged 820
		SP:Iteration 4F (4115.300000 sec): 3 clusters
  Score: Raw -1742514.652209 + Penalty 10819.204816 = -1731695.447394
  nChanged 466
		SP:Iteration 5F (4115.350000 sec): 3 clusters
  Score: Raw -1743525.663027 + Penalty 10819.204816 = -1732706.458211
  nChanged 221
		SP:Iteration 6Q (4115.390000 sec): 3 clusters
  Score: Raw -1743776.693294 + Penalty 10819.204816 = -1732957.488479
  nChanged 105
		SP:Iteration 7Q (4115.440000 sec): 3 clusters
  Score: Raw -1743862.333148 + Penalty 10819.204816 = -1733043.128332
  nChanged 53
		SP:Iteration 8Q (4115.480000 sec): 3 clusters
  Score: Raw -1743900.274142 + Penalty 10819.204816 = -1733081.069326
  nChanged 30
		SP:Iteration 9Q (4115.520000 sec): 3 clusters
  Score: Raw -1743916.645538 + Penalty 10819.204816 = -1733097.440722
  nChanged 10
		SP:Iteration 10Q (4115.560000 sec): 3 clusters
  Score: Raw -1743922.500552 + Penalty 10819.204816 = -1733103.295736
  nChanged 6
		SP:Iteration 11Q (4115.600000 sec): 3 clusters
  Score: Raw -1743925.928736 + Penalty 10819.204816 = -1733106.723920
  nChanged 5
		SP:Iteration 12Q (4115.640000 sec): 3 clusters
  Score: Raw -1743928.077970 + Penalty 10819.204816 = -1733108.873154
  nChanged 3
		SP:Iteration 13Q (4115.690000 sec): 3 clusters
  Score: Raw -1743929.593295 + Penalty 10819.204816 = -1733110.388479
  nChanged 2
		SP:Iteration 14Q (4115.730000 sec): 3 clusters
  Score: Raw -1743930.428448 + Penalty 10819.204816 = -1733111.223632
  nChanged 4
		SP:Iteration 15Q (4115.770000 sec): 3 clusters
  Score: Raw -1743932.454457 + Penalty 10819.204816 = -1733113.249641
  nChanged 2
		SP:Iteration 16Q (4115.810000 sec): 3 clusters
  Score: Raw -1743933.608091 + Penalty 10819.204816 = -1733114.403275
  nChanged 4
		SP:Iteration 17Q (4115.850000 sec): 3 clusters
  Score: Raw -1743936.073893 + Penalty 10819.204816 = -1733116.869077
  nChanged 3
		SP:Iteration 18Q (4115.890000 sec): 3 clusters
  Score: Raw -1743937.268355 + Penalty 10819.204816 = -1733118.063539
  nChanged 0
		SP:Iteration 19F (4115.940000 sec): 3 clusters
  Score: Raw -1743937.268355 + Penalty 10819.204816 = -1733118.063539
  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 23.66 GB.

 Trying to split cluster 10 (75747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4116.460000 sec): 2 clusters
  Score: Raw -20253482.990374 + Penalty 6881.531898 = -20246601.458476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4117.040000 sec): 3 clusters
  Score: Raw -20208318.447394 + Penalty 13763.063795 = -20194555.383598
  nChanged 33819
		SP:Iteration 1F (4117.620000 sec): 3 clusters
  Score: Raw -20226520.419798 + Penalty 13763.063795 = -20212757.356003
  nChanged 3383
		SP:Iteration 2Q (4118.200000 sec): 3 clusters
  Score: Raw -20227500.628981 + Penalty 13763.063795 = -20213737.565186
  nChanged 2879
		SP:Iteration 3Q (4118.780000 sec): 3 clusters
  Score: Raw -20228272.267080 + Penalty 13763.063795 = -20214509.203285
  nChanged 2570
		SP:Iteration 4Q (4119.360000 sec): 3 clusters
  Score: Raw -20228934.161528 + Penalty 13763.063795 = -20215171.097732
  nChanged 2303
		SP:Iteration 5Q (4119.950000 sec): 3 clusters
  Score: Raw -20229526.703983 + Penalty 13763.063795 = -20215763.640188
  nChanged 2111
		SP:Iteration 6Q (4120.540000 sec): 3 clusters
  Score: Raw -20230127.346639 + Penalty 13763.063795 = -20216364.282844
  nChanged 2202
		SP:Iteration 7Q (4121.120000 sec): 3 clusters
  Score: Raw -20230831.865798 + Penalty 13763.063795 = -20217068.802002
  nChanged 2410
		SP:Iteration 8Q (4121.710000 sec): 3 clusters
  Score: Raw -20231702.497517 + Penalty 13763.063795 = -20217939.433721
  nChanged 2688
		SP:Iteration 9Q (4122.290000 sec): 3 clusters
  Score: Raw -20232864.204579 + Penalty 13763.063795 = -20219101.140784
  nChanged 3099
		SP:Iteration 10Q (4122.870000 sec): 3 clusters
  Score: Raw -20234411.685402 + Penalty 13763.063795 = -20220648.621606
  nChanged 3526
		SP:Iteration 11Q (4123.450000 sec): 3 clusters
  Score: Raw -20236310.917868 + Penalty 13763.063795 = -20222547.854073
  nChanged 3742
		SP:Iteration 12Q (4124.030000 sec): 3 clusters
  Score: Raw -20238317.919697 + Penalty 13763.063795 = -20224554.855901
  nChanged 3702
		SP:Iteration 13Q (4124.610000 sec): 3 clusters
  Score: Raw -20240151.422677 + Penalty 13763.063795 = -20226388.358881
  nChanged 3393
		SP:Iteration 14Q (4125.190000 sec): 3 clusters
  Score: Raw -20241721.265083 + Penalty 13763.063795 = -20227958.201287
  nChanged 3023
		SP:Iteration 15Q (4125.760000 sec): 3 clusters
  Score: Raw -20242968.515288 + Penalty 13763.063795 = -20229205.451493
  nChanged 2517
		SP:Iteration 16Q (4126.340000 sec): 3 clusters
  Score: Raw -20243881.655053 + Penalty 13763.063795 = -20230118.591258
  nChanged 2169
		SP:Iteration 17Q (4126.910000 sec): 3 clusters
  Score: Raw -20244684.765288 + Penalty 13763.063795 = -20230921.701493
  nChanged 1911
		SP:Iteration 18Q (4127.470000 sec): 3 clusters
  Score: Raw -20245489.693646 + Penalty 13763.063795 = -20231726.629850
  nChanged 1916
		SP:Iteration 19Q (4128.040000 sec): 3 clusters
  Score: Raw -20246334.022243 + Penalty 13763.063795 = -20232570.958447
  nChanged 1863
		SP:Iteration 20F (4128.620000 sec): 3 clusters
  Score: Raw -20247168.332545 + Penalty 13763.063795 = -20233405.268749
  nChanged 1834
		SP:Iteration 21Q (4129.170000 sec): 3 clusters
  Score: Raw -20248008.890441 + Penalty 13763.063795 = -20234245.826646
  nChanged 1774
		SP:Iteration 22Q (4129.730000 sec): 3 clusters
  Score: Raw -20248894.367893 + Penalty 13763.063795 = -20235131.304098
  nChanged 1747
		SP:Iteration 23Q (4130.270000 sec): 3 clusters
  Score: Raw -20249886.874443 + Penalty 13763.063795 = -20236123.810648
  nChanged 1670
		SP:Iteration 24Q (4130.800000 sec): 3 clusters
  Score: Raw -20250915.740504 + Penalty 13763.063795 = -20237152.676708
  nChanged 1592
		SP:Iteration 25Q (4131.330000 sec): 3 clusters
  Score: Raw -20251861.785962 + Penalty 13763.063795 = -20238098.722167
  nChanged 1334
		SP:Iteration 26Q (4131.840000 sec): 3 clusters
  Score: Raw -20252492.099194 + Penalty 13763.063795 = -20238729.035399
  nChanged 1121
		SP:Iteration 27Q (4132.340000 sec): 3 clusters
  Score: Raw -20252927.764482 + Penalty 13763.063795 = -20239164.700687
  nChanged 937
		SP:Iteration 28Q (4132.840000 sec): 3 clusters
  Score: Raw -20253221.989908 + Penalty 13763.063795 = -20239458.926113
  nChanged 731
		SP:Iteration 29Q (4133.330000 sec): 3 clusters
  Score: Raw -20253405.811572 + Penalty 13763.063795 = -20239642.747776
  nChanged 572
		SP:Iteration 30Q (4133.820000 sec): 3 clusters
  Score: Raw -20253523.040007 + Penalty 13763.063795 = -20239759.976212
  nChanged 421
		SP:Iteration 31Q (4134.300000 sec): 3 clusters
  Score: Raw -20253594.646078 + Penalty 13763.063795 = -20239831.582283
  nChanged 341
		SP:Iteration 32Q (4134.780000 sec): 3 clusters
  Score: Raw -20253645.911784 + Penalty 13763.063795 = -20239882.847989
  nChanged 279
		SP:Iteration 33Q (4135.260000 sec): 3 clusters
  Score: Raw -20253684.256111 + Penalty 13763.063795 = -20239921.192316
  nChanged 224
		SP:Iteration 34Q (4135.740000 sec): 3 clusters
  Score: Raw -20253712.397061 + Penalty 13763.063795 = -20239949.333266
  nChanged 192
		SP:Iteration 35Q (4136.220000 sec): 3 clusters
  Score: Raw -20253736.595659 + Penalty 13763.063795 = -20239973.531864
  nChanged 175
		SP:Iteration 36Q (4136.700000 sec): 3 clusters
  Score: Raw -20253755.650619 + Penalty 13763.063795 = -20239992.586823
  nChanged 142
		SP:Iteration 37Q (4137.180000 sec): 3 clusters
  Score: Raw -20253771.439578 + Penalty 13763.063795 = -20240008.375783
  nChanged 134
		SP:Iteration 38Q (4137.660000 sec): 3 clusters
  Score: Raw -20253785.171480 + Penalty 13763.063795 = -20240022.107684
  nChanged 107
		SP:Iteration 39Q (4138.130000 sec): 3 clusters
  Score: Raw -20253795.179391 + Penalty 13763.063795 = -20240032.115596
  nChanged 90
		SP:Iteration 40F (4138.710000 sec): 3 clusters
  Score: Raw -20253803.993840 + Penalty 13763.063795 = -20240040.930044
  nChanged 91
		SP:Iteration 41Q (4139.190000 sec): 3 clusters
  Score: Raw -20253812.561586 + Penalty 13763.063795 = -20240049.497791
  nChanged 80
		SP:Iteration 42Q (4139.660000 sec): 3 clusters
  Score: Raw -20253820.845703 + Penalty 13763.063795 = -20240057.781908
  nChanged 72
		SP:Iteration 43Q (4140.140000 sec): 3 clusters
  Score: Raw -20253828.150907 + Penalty 13763.063795 = -20240065.087111
  nChanged 71
		SP:Iteration 44Q (4140.610000 sec): 3 clusters
  Score: Raw -20253835.424557 + Penalty 13763.063795 = -20240072.360762
  nChanged 79
		SP:Iteration 45Q (4141.090000 sec): 3 clusters
  Score: Raw -20253842.838826 + Penalty 13763.063795 = -20240079.775031
  nChanged 69
		SP:Iteration 46Q (4141.560000 sec): 3 clusters
  Score: Raw -20253849.017405 + Penalty 13763.063795 = -20240085.953610
  nChanged 63
		SP:Iteration 47Q (4142.030000 sec): 3 clusters
  Score: Raw -20253854.800403 + Penalty 13763.063795 = -20240091.736608
  nChanged 49
		SP:Iteration 48Q (4142.510000 sec): 3 clusters
  Score: Raw -20253858.989079 + Penalty 13763.063795 = -20240095.925283
  nChanged 45
		SP:Iteration 49Q (4142.980000 sec): 3 clusters
  Score: Raw -20253862.529136 + Penalty 13763.063795 = -20240099.465340
  nChanged 33
		SP:Iteration 50Q (4143.460000 sec): 3 clusters
  Score: Raw -20253865.357162 + Penalty 13763.063795 = -20240102.293366
  nChanged 46
		SP:Iteration 51Q (4143.930000 sec): 3 clusters
  Score: Raw -20253869.333744 + Penalty 13763.063795 = -20240106.269949
  nChanged 37
		SP:Iteration 52Q (4144.400000 sec): 3 clusters
  Score: Raw -20253872.357424 + Penalty 13763.063795 = -20240109.293628
  nChanged 35
		SP:Iteration 53Q (4144.880000 sec): 3 clusters
  Score: Raw -20253875.231611 + Penalty 13763.063795 = -20240112.167816
  nChanged 29
		SP:Iteration 54Q (4145.350000 sec): 3 clusters
  Score: Raw -20253877.941333 + Penalty 13763.063795 = -20240114.877538
  nChanged 32
		SP:Iteration 55Q (4145.820000 sec): 3 clusters
  Score: Raw -20253880.259227 + Penalty 13763.063795 = -20240117.195432
  nChanged 25
		SP:Iteration 56Q (4146.300000 sec): 3 clusters
  Score: Raw -20253881.977606 + Penalty 13763.063795 = -20240118.913811
  nChanged 25
		SP:Iteration 57Q (4146.770000 sec): 3 clusters
  Score: Raw -20253883.912515 + Penalty 13763.063795 = -20240120.848720
  nChanged 24
		SP:Iteration 58Q (4147.240000 sec): 3 clusters
  Score: Raw -20253885.738123 + Penalty 13763.063795 = -20240122.674327
  nChanged 20
		SP:Iteration 59Q (4147.710000 sec): 3 clusters
  Score: Raw -20253887.240727 + Penalty 13763.063795 = -20240124.176932
  nChanged 27
		SP:Iteration 60F (4148.290000 sec): 3 clusters
  Score: Raw -20253889.295575 + Penalty 13763.063795 = -20240126.231780
  nChanged 23
		SP:Iteration 61Q (4148.760000 sec): 3 clusters
  Score: Raw -20253890.955762 + Penalty 13763.063795 = -20240127.891966
  nChanged 17
		SP:Iteration 62Q (4149.240000 sec): 3 clusters
  Score: Raw -20253892.337363 + Penalty 13763.063795 = -20240129.273568
  nChanged 21
		SP:Iteration 63Q (4149.710000 sec): 3 clusters
  Score: Raw -20253894.049423 + Penalty 13763.063795 = -20240130.985627
  nChanged 21
		SP:Iteration 64Q (4150.180000 sec): 3 clusters
  Score: Raw -20253895.540509 + Penalty 13763.063795 = -20240132.476714
  nChanged 15
		SP:Iteration 65Q (4150.660000 sec): 3 clusters
  Score: Raw -20253896.443263 + Penalty 13763.063795 = -20240133.379468
  nChanged 12
		SP:Iteration 66Q (4151.140000 sec): 3 clusters
  Score: Raw -20253897.267670 + Penalty 13763.063795 = -20240134.203875
  nChanged 10
		SP:Iteration 67Q (4151.610000 sec): 3 clusters
  Score: Raw -20253898.055290 + Penalty 13763.063795 = -20240134.991495
  nChanged 6
		SP:Iteration 68Q (4152.080000 sec): 3 clusters
  Score: Raw -20253898.461739 + Penalty 13763.063795 = -20240135.397943
  nChanged 11
		SP:Iteration 69Q (4152.550000 sec): 3 clusters
  Score: Raw -20253899.235397 + Penalty 13763.063795 = -20240136.171602
  nChanged 6
		SP:Iteration 70Q (4153.020000 sec): 3 clusters
  Score: Raw -20253899.803640 + Penalty 13763.063795 = -20240136.739845
  nChanged 10
		SP:Iteration 71Q (4153.490000 sec): 3 clusters
  Score: Raw -20253900.759254 + Penalty 13763.063795 = -20240137.695459
  nChanged 10
		SP:Iteration 72Q (4153.970000 sec): 3 clusters
  Score: Raw -20253901.453056 + Penalty 13763.063795 = -20240138.389261
  nChanged 10
		SP:Iteration 73Q (4154.440000 sec): 3 clusters
  Score: Raw -20253902.302884 + Penalty 13763.063795 = -20240139.239089
  nChanged 9
		SP:Iteration 74Q (4154.920000 sec): 3 clusters
  Score: Raw -20253902.931451 + Penalty 13763.063795 = -20240139.867656
  nChanged 7
		SP:Iteration 75Q (4155.390000 sec): 3 clusters
  Score: Raw -20253903.420065 + Penalty 13763.063795 = -20240140.356270
  nChanged 8
		SP:Iteration 76Q (4155.870000 sec): 3 clusters
  Score: Raw -20253903.916201 + Penalty 13763.063795 = -20240140.852405
  nChanged 4
		SP:Iteration 77Q (4156.340000 sec): 3 clusters
  Score: Raw -20253904.118381 + Penalty 13763.063795 = -20240141.054586
  nChanged 4
		SP:Iteration 78Q (4156.820000 sec): 3 clusters
  Score: Raw -20253904.443465 + Penalty 13763.063795 = -20240141.379670
  nChanged 7
		SP:Iteration 79Q (4157.290000 sec): 3 clusters
  Score: Raw -20253904.905001 + Penalty 13763.063795 = -20240141.841206
  nChanged 4
		SP:Iteration 80F (4157.870000 sec): 3 clusters
  Score: Raw -20253905.148939 + Penalty 13763.063795 = -20240142.085144
  nChanged 2
		SP:Iteration 81Q (4158.350000 sec): 3 clusters
  Score: Raw -20253905.364430 + Penalty 13763.063795 = -20240142.300635
  nChanged 3
		SP:Iteration 82Q (4158.820000 sec): 3 clusters
  Score: Raw -20253905.552672 + Penalty 13763.063795 = -20240142.488876
  nChanged 5
		SP:Iteration 83Q (4159.290000 sec): 3 clusters
  Score: Raw -20253905.881858 + Penalty 13763.063795 = -20240142.818062
  nChanged 4
		SP:Iteration 84Q (4159.770000 sec): 3 clusters
  Score: Raw -20253906.127685 + Penalty 13763.063795 = -20240143.063890
  nChanged 2
		SP:Iteration 85Q (4160.240000 sec): 3 clusters
  Score: Raw -20253906.253423 + Penalty 13763.063795 = -20240143.189627
  nChanged 5
		SP:Iteration 86Q (4160.710000 sec): 3 clusters
  Score: Raw -20253906.643607 + Penalty 13763.063795 = -20240143.579811
  nChanged 7
		SP:Iteration 87Q (4161.190000 sec): 3 clusters
  Score: Raw -20253907.376110 + Penalty 13763.063795 = -20240144.312314
  nChanged 9
		SP:Iteration 88Q (4161.660000 sec): 3 clusters
  Score: Raw -20253908.168882 + Penalty 13763.063795 = -20240145.105086
  nChanged 8
		SP:Iteration 89Q (4162.130000 sec): 3 clusters
  Score: Raw -20253908.730415 + Penalty 13763.063795 = -20240145.666619
  nChanged 12
		SP:Iteration 90Q (4162.600000 sec): 3 clusters
  Score: Raw -20253909.562161 + Penalty 13763.063795 = -20240146.498365
  nChanged 11
		SP:Iteration 91Q (4163.070000 sec): 3 clusters
  Score: Raw -20253910.457400 + Penalty 13763.063795 = -20240147.393605
  nChanged 16
		SP:Iteration 92Q (4163.540000 sec): 3 clusters
  Score: Raw -20253911.775788 + Penalty 13763.063795 = -20240148.711992
  nChanged 15
		SP:Iteration 93Q (4164.020000 sec): 3 clusters
  Score: Raw -20253912.960258 + Penalty 13763.063795 = -20240149.896463
  nChanged 13
		SP:Iteration 94Q (4164.490000 sec): 3 clusters
  Score: Raw -20253913.986601 + Penalty 13763.063795 = -20240150.922806
  nChanged 10
		SP:Iteration 95Q (4164.960000 sec): 3 clusters
  Score: Raw -20253914.926976 + Penalty 13763.063795 = -20240151.863181
  nChanged 13
		SP:Iteration 96Q (4165.430000 sec): 3 clusters
  Score: Raw -20253916.061781 + Penalty 13763.063795 = -20240152.997986
  nChanged 14
		SP:Iteration 97Q (4165.900000 sec): 3 clusters
  Score: Raw -20253917.150452 + Penalty 13763.063795 = -20240154.086657
  nChanged 12
		SP:Iteration 98Q (4166.380000 sec): 3 clusters
  Score: Raw -20253918.159753 + Penalty 13763.063795 = -20240155.095958
  nChanged 12
		SP:Iteration 99Q (4166.850000 sec): 3 clusters
  Score: Raw -20253919.193953 + Penalty 13763.063795 = -20240156.130158
  nChanged 8
		SP:Iteration 100F (4167.430000 sec): 3 clusters
  Score: Raw -20253919.673224 + Penalty 13763.063795 = -20240156.609429
  nChanged 5
		SP:Iteration 101Q (4167.890000 sec): 3 clusters
  Score: Raw -20253920.136735 + Penalty 13763.063795 = -20240157.072940
  nChanged 6
		SP:Iteration 102Q (4168.360000 sec): 3 clusters
  Score: Raw -20253920.686664 + Penalty 13763.063795 = -20240157.622868
  nChanged 7
		SP:Iteration 103Q (4168.840000 sec): 3 clusters
  Score: Raw -20253921.093861 + Penalty 13763.063795 = -20240158.030065
  nChanged 4
		SP:Iteration 104Q (4169.310000 sec): 3 clusters
  Score: Raw -20253921.378937 + Penalty 13763.063795 = -20240158.315142
  nChanged 4
		SP:Iteration 105Q (4169.780000 sec): 3 clusters
  Score: Raw -20253921.644124 + Penalty 13763.063795 = -20240158.580328
  nChanged 4
		SP:Iteration 106Q (4170.250000 sec): 3 clusters
  Score: Raw -20253921.962153 + Penalty 13763.063795 = -20240158.898358
  nChanged 3
		SP:Iteration 107Q (4170.720000 sec): 3 clusters
  Score: Raw -20253922.200283 + Penalty 13763.063795 = -20240159.136488
  nChanged 2
		SP:Iteration 108Q (4171.190000 sec): 3 clusters
  Score: Raw -20253922.292464 + Penalty 13763.063795 = -20240159.228669
  nChanged 5
		SP:Iteration 109Q (4171.660000 sec): 3 clusters
  Score: Raw -20253922.713219 + Penalty 13763.063795 = -20240159.649423
  nChanged 7
		SP:Iteration 110Q (4172.140000 sec): 3 clusters
  Score: Raw -20253923.386964 + Penalty 13763.063795 = -20240160.323168
  nChanged 8
		SP:Iteration 111Q (4172.610000 sec): 3 clusters
  Score: Raw -20253924.106356 + Penalty 13763.063795 = -20240161.042561
  nChanged 8
		SP:Iteration 112Q (4173.080000 sec): 3 clusters
  Score: Raw -20253924.738397 + Penalty 13763.063795 = -20240161.674602
  nChanged 10
		SP:Iteration 113Q (4173.550000 sec): 3 clusters
  Score: Raw -20253925.531730 + Penalty 13763.063795 = -20240162.467934
  nChanged 10
		SP:Iteration 114Q (4174.020000 sec): 3 clusters
  Score: Raw -20253926.317651 + Penalty 13763.063795 = -20240163.253856
  nChanged 13
		SP:Iteration 115Q (4174.500000 sec): 3 clusters
  Score: Raw -20253927.294686 + Penalty 13763.063795 = -20240164.230890
  nChanged 10
		SP:Iteration 116Q (4174.960000 sec): 3 clusters
  Score: Raw -20253928.207878 + Penalty 13763.063795 = -20240165.144083
  nChanged 14
		SP:Iteration 117Q (4175.440000 sec): 3 clusters
  Score: Raw -20253929.486471 + Penalty 13763.063795 = -20240166.422675
  nChanged 15
		SP:Iteration 118Q (4175.900000 sec): 3 clusters
  Score: Raw -20253930.720381 + Penalty 13763.063795 = -20240167.656586
  nChanged 15
		SP:Iteration 119Q (4176.380000 sec): 3 clusters
  Score: Raw -20253931.926627 + Penalty 13763.063795 = -20240168.862832
  nChanged 15
		SP:Iteration 120F (4176.950000 sec): 3 clusters
  Score: Raw -20253933.017499 + Penalty 13763.063795 = -20240169.953704
  nChanged 11
		SP:Iteration 121Q (4177.420000 sec): 3 clusters
  Score: Raw -20253933.927516 + Penalty 13763.063795 = -20240170.863720
  nChanged 11
		SP:Iteration 122Q (4177.890000 sec): 3 clusters
  Score: Raw -20253934.802786 + Penalty 13763.063795 = -20240171.738990
  nChanged 7
		SP:Iteration 123Q (4178.360000 sec): 3 clusters
  Score: Raw -20253935.330136 + Penalty 13763.063795 = -20240172.266340
  nChanged 4
		SP:Iteration 124Q (4178.840000 sec): 3 clusters
  Score: Raw -20253935.617406 + Penalty 13763.063795 = -20240172.553611
  nChanged 4
		SP:Iteration 125Q (4179.310000 sec): 3 clusters
  Score: Raw -20253936.007358 + Penalty 13763.063795 = -20240172.943562
  nChanged 11
		SP:Iteration 126Q (4179.780000 sec): 3 clusters
  Score: Raw -20253936.951899 + Penalty 13763.063795 = -20240173.888104
  nChanged 11
		SP:Iteration 127Q (4180.250000 sec): 3 clusters
  Score: Raw -20253937.905016 + Penalty 13763.063795 = -20240174.841221
  nChanged 8
		SP:Iteration 128Q (4180.720000 sec): 3 clusters
  Score: Raw -20253938.685786 + Penalty 13763.063795 = -20240175.621991
  nChanged 9
		SP:Iteration 129Q (4181.190000 sec): 3 clusters
  Score: Raw -20253939.399806 + Penalty 13763.063795 = -20240176.336011
  nChanged 9
		SP:Iteration 130Q (4181.670000 sec): 3 clusters
  Score: Raw -20253940.339664 + Penalty 13763.063795 = -20240177.275869
  nChanged 15
		SP:Iteration 131Q (4182.130000 sec): 3 clusters
  Score: Raw -20253941.597030 + Penalty 13763.063795 = -20240178.533235
  nChanged 10
		SP:Iteration 132Q (4182.610000 sec): 3 clusters
  Score: Raw -20253942.409298 + Penalty 13763.063795 = -20240179.345503
  nChanged 12
		SP:Iteration 133Q (4183.080000 sec): 3 clusters
  Score: Raw -20253943.221725 + Penalty 13763.063795 = -20240180.157929
  nChanged 11
		SP:Iteration 134Q (4183.550000 sec): 3 clusters
  Score: Raw -20253944.315261 + Penalty 13763.063795 = -20240181.251466
  nChanged 10
		SP:Iteration 135Q (4184.020000 sec): 3 clusters
  Score: Raw -20253945.083571 + Penalty 13763.063795 = -20240182.019775
  nChanged 9
		SP:Iteration 136Q (4184.490000 sec): 3 clusters
  Score: Raw -20253945.778433 + Penalty 13763.063795 = -20240182.714638
  nChanged 9
		SP:Iteration 137Q (4184.960000 sec): 3 clusters
  Score: Raw -20253946.410086 + Penalty 13763.063795 = -20240183.346291
  nChanged 5
		SP:Iteration 138Q (4185.430000 sec): 3 clusters
  Score: Raw -20253946.835150 + Penalty 13763.063795 = -20240183.771355
  nChanged 4
		SP:Iteration 139Q (4185.900000 sec): 3 clusters
  Score: Raw -20253947.044397 + Penalty 13763.063795 = -20240183.980602
  nChanged 2
		SP:Iteration 140F (4186.470000 sec): 3 clusters
  Score: Raw -20253947.234444 + Penalty 13763.063795 = -20240184.170648
  nChanged 3
		SP:Iteration 141Q (4186.940000 sec): 3 clusters
  Score: Raw -20253947.389117 + Penalty 13763.063795 = -20240184.325322
  nChanged 1
		SP:Iteration 142Q (4187.410000 sec): 3 clusters
  Score: Raw -20253947.503801 + Penalty 13763.063795 = -20240184.440006
  nChanged 2
		SP:Iteration 143Q (4187.880000 sec): 3 clusters
  Score: Raw -20253947.631431 + Penalty 13763.063795 = -20240184.567635
  nChanged 1
		SP:Iteration 144Q (4188.350000 sec): 3 clusters
  Score: Raw -20253947.742771 + Penalty 13763.063795 = -20240184.678976
  nChanged 2
		SP:Iteration 145Q (4188.830000 sec): 3 clusters
  Score: Raw -20253947.924973 + Penalty 13763.063795 = -20240184.861177
  nChanged 1
		SP:Iteration 146Q (4189.290000 sec): 3 clusters
  Score: Raw -20253948.047486 + Penalty 13763.063795 = -20240184.983690
  nChanged 4
		SP:Iteration 147Q (4189.770000 sec): 3 clusters
  Score: Raw -20253948.423150 + Penalty 13763.063795 = -20240185.359355
  nChanged 1
		SP:Iteration 148Q (4190.230000 sec): 3 clusters
  Score: Raw -20253948.537869 + Penalty 13763.063795 = -20240185.474074
  nChanged 2
		SP:Iteration 149Q (4190.700000 sec): 3 clusters
  Score: Raw -20253948.668765 + Penalty 13763.063795 = -20240185.604969
  nChanged 2
		SP:Iteration 150Q (4191.170000 sec): 3 clusters
  Score: Raw -20253948.806750 + Penalty 13763.063795 = -20240185.742954
  nChanged 2
		SP:Iteration 151Q (4191.640000 sec): 3 clusters
  Score: Raw -20253948.912996 + Penalty 13763.063795 = -20240185.849200
  nChanged 1
		SP:Iteration 152Q (4192.110000 sec): 3 clusters
  Score: Raw -20253948.946633 + Penalty 13763.063795 = -20240185.882838
  nChanged 0
		SP:Iteration 153F (4192.690000 sec): 3 clusters
  Score: Raw -20253948.946633 + Penalty 13763.063795 = -20240185.882838
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 11 (57560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4193.060000 sec): 2 clusters
  Score: Raw -15348263.992018 + Penalty 6713.357186 = -15341550.634832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4193.500000 sec): 3 clusters
  Score: Raw -15314528.482224 + Penalty 13426.714372 = -15301101.767851
  nChanged 25549
		SP:Iteration 1F (4193.940000 sec): 3 clusters
  Score: Raw -15328001.856450 + Penalty 13426.714372 = -15314575.142077
  nChanged 2933
		SP:Iteration 2F (4194.380000 sec): 3 clusters
  Score: Raw -15329106.189420 + Penalty 13426.714372 = -15315679.475048
  nChanged 2752
		SP:Iteration 3Q (4194.830000 sec): 3 clusters
  Score: Raw -15330277.098965 + Penalty 13426.714372 = -15316850.384593
  nChanged 2913
		SP:Iteration 4F (4195.270000 sec): 3 clusters
  Score: Raw -15331613.580763 + Penalty 13426.714372 = -15318186.866391
  nChanged 2983
		SP:Iteration 5F (4195.710000 sec): 3 clusters
  Score: Raw -15333106.636102 + Penalty 13426.714372 = -15319679.921730
  nChanged 3141
		SP:Iteration 6F (4196.150000 sec): 3 clusters
  Score: Raw -15334760.627210 + Penalty 13426.714372 = -15321333.912838
  nChanged 3138
		SP:Iteration 7F (4196.590000 sec): 3 clusters
  Score: Raw -15336394.699755 + Penalty 13426.714372 = -15322967.985383
  nChanged 2897
		SP:Iteration 8F (4197.030000 sec): 3 clusters
  Score: Raw -15337811.067179 + Penalty 13426.714372 = -15324384.352806
  nChanged 2575
		SP:Iteration 9Q (4197.470000 sec): 3 clusters
  Score: Raw -15338936.392041 + Penalty 13426.714372 = -15325509.677669
  nChanged 2176
		SP:Iteration 10Q (4197.910000 sec): 3 clusters
  Score: Raw -15339744.702396 + Penalty 13426.714372 = -15326317.988023
  nChanged 1742
		SP:Iteration 11Q (4198.350000 sec): 3 clusters
  Score: Raw -15340291.540258 + Penalty 13426.714372 = -15326864.825885
  nChanged 1435
		SP:Iteration 12Q (4198.790000 sec): 3 clusters
  Score: Raw -15340684.099776 + Penalty 13426.714372 = -15327257.385403
  nChanged 1142
		SP:Iteration 13Q (4199.230000 sec): 3 clusters
  Score: Raw -15340944.254184 + Penalty 13426.714372 = -15327517.539812
  nChanged 835
		SP:Iteration 14Q (4199.670000 sec): 3 clusters
  Score: Raw -15341098.475790 + Penalty 13426.714372 = -15327671.761418
  nChanged 669
		SP:Iteration 15Q (4200.110000 sec): 3 clusters
  Score: Raw -15341213.225340 + Penalty 13426.714372 = -15327786.510967
  nChanged 560
		SP:Iteration 16Q (4200.550000 sec): 3 clusters
  Score: Raw -15341302.479046 + Penalty 13426.714372 = -15327875.764674
  nChanged 455
		SP:Iteration 17Q (4200.990000 sec): 3 clusters
  Score: Raw -15341369.353290 + Penalty 13426.714372 = -15327942.638918
  nChanged 410
		SP:Iteration 18Q (4201.430000 sec): 3 clusters
  Score: Raw -15341422.329473 + Penalty 13426.714372 = -15327995.615101
  nChanged 353
		SP:Iteration 19Q (4201.860000 sec): 3 clusters
  Score: Raw -15341464.044460 + Penalty 13426.714372 = -15328037.330088
  nChanged 303
		SP:Iteration 20F (4202.300000 sec): 3 clusters
  Score: Raw -15341498.033169 + Penalty 13426.714372 = -15328071.318797
  nChanged 255
		SP:Iteration 21Q (4202.740000 sec): 3 clusters
  Score: Raw -15341524.839217 + Penalty 13426.714372 = -15328098.124844
  nChanged 234
		SP:Iteration 22Q (4203.180000 sec): 3 clusters
  Score: Raw -15341549.270220 + Penalty 13426.714372 = -15328122.555847
  nChanged 232
		SP:Iteration 23Q (4203.620000 sec): 3 clusters
  Score: Raw -15341572.400015 + Penalty 13426.714372 = -15328145.685643
  nChanged 225
		SP:Iteration 24Q (4204.060000 sec): 3 clusters
  Score: Raw -15341594.135237 + Penalty 13426.714372 = -15328167.420865
  nChanged 217
		SP:Iteration 25Q (4204.500000 sec): 3 clusters
  Score: Raw -15341617.547550 + Penalty 13426.714372 = -15328190.833177
  nChanged 222
		SP:Iteration 26Q (4204.940000 sec): 3 clusters
  Score: Raw -15341639.834578 + Penalty 13426.714372 = -15328213.120205
  nChanged 211
		SP:Iteration 27Q (4205.380000 sec): 3 clusters
  Score: Raw -15341662.780621 + Penalty 13426.714372 = -15328236.066249
  nChanged 248
		SP:Iteration 28Q (4205.810000 sec): 3 clusters
  Score: Raw -15341690.583950 + Penalty 13426.714372 = -15328263.869578
  nChanged 246
		SP:Iteration 29Q (4206.250000 sec): 3 clusters
  Score: Raw -15341719.888728 + Penalty 13426.714372 = -15328293.174356
  nChanged 292
		SP:Iteration 30Q (4206.680000 sec): 3 clusters
  Score: Raw -15341757.419898 + Penalty 13426.714372 = -15328330.705526
  nChanged 315
		SP:Iteration 31Q (4207.120000 sec): 3 clusters
  Score: Raw -15341799.055670 + Penalty 13426.714372 = -15328372.341298
  nChanged 354
		SP:Iteration 32Q (4207.560000 sec): 3 clusters
  Score: Raw -15341851.866057 + Penalty 13426.714372 = -15328425.151684
  nChanged 369
		SP:Iteration 33Q (4208.000000 sec): 3 clusters
  Score: Raw -15341907.115039 + Penalty 13426.714372 = -15328480.400667
  nChanged 449
		SP:Iteration 34Q (4208.440000 sec): 3 clusters
  Score: Raw -15341974.071302 + Penalty 13426.714372 = -15328547.356930
  nChanged 449
		SP:Iteration 35Q (4208.870000 sec): 3 clusters
  Score: Raw -15342047.903751 + Penalty 13426.714372 = -15328621.189379
  nChanged 508
		SP:Iteration 36Q (4209.310000 sec): 3 clusters
  Score: Raw -15342132.374626 + Penalty 13426.714372 = -15328705.660253
  nChanged 534
		SP:Iteration 37Q (4209.740000 sec): 3 clusters
  Score: Raw -15342222.106908 + Penalty 13426.714372 = -15328795.392536
  nChanged 561
		SP:Iteration 38Q (4210.180000 sec): 3 clusters
  Score: Raw -15342325.554621 + Penalty 13426.714372 = -15328898.840249
  nChanged 640
		SP:Iteration 39Q (4210.610000 sec): 3 clusters
  Score: Raw -15342453.952091 + Penalty 13426.714372 = -15329027.237719
  nChanged 729
		SP:Iteration 40F (4211.050000 sec): 3 clusters
  Score: Raw -15342604.593216 + Penalty 13426.714372 = -15329177.878844
  nChanged 776
		SP:Iteration 41Q (4211.480000 sec): 3 clusters
  Score: Raw -15342768.821009 + Penalty 13426.714372 = -15329342.106637
  nChanged 841
		SP:Iteration 42Q (4211.910000 sec): 3 clusters
  Score: Raw -15342963.465272 + Penalty 13426.714372 = -15329536.750900
  nChanged 983
		SP:Iteration 43Q (4212.340000 sec): 3 clusters
  Score: Raw -15343211.358118 + Penalty 13426.714372 = -15329784.643746
  nChanged 1108
		SP:Iteration 44Q (4212.770000 sec): 3 clusters
  Score: Raw -15343527.858537 + Penalty 13426.714372 = -15330101.144164
  nChanged 1118
		SP:Iteration 45Q (4213.200000 sec): 3 clusters
  Score: Raw -15343853.735223 + Penalty 13426.714372 = -15330427.020851
  nChanged 1189
		SP:Iteration 46Q (4213.620000 sec): 3 clusters
  Score: Raw -15344217.094041 + Penalty 13426.714372 = -15330790.379669
  nChanged 1265
		SP:Iteration 47Q (4214.040000 sec): 3 clusters
  Score: Raw -15344629.777326 + Penalty 13426.714372 = -15331203.062954
  nChanged 1319
		SP:Iteration 48Q (4214.460000 sec): 3 clusters
  Score: Raw -15345075.628097 + Penalty 13426.714372 = -15331648.913725
  nChanged 1293
		SP:Iteration 49Q (4214.880000 sec): 3 clusters
  Score: Raw -15345525.831005 + Penalty 13426.714372 = -15332099.116633
  nChanged 1238
		SP:Iteration 50Q (4215.290000 sec): 3 clusters
  Score: Raw -15345963.264331 + Penalty 13426.714372 = -15332536.549959
  nChanged 1231
		SP:Iteration 51Q (4215.700000 sec): 3 clusters
  Score: Raw -15346413.941046 + Penalty 13426.714372 = -15332987.226674
  nChanged 1247
		SP:Iteration 52Q (4216.100000 sec): 3 clusters
  Score: Raw -15346886.380153 + Penalty 13426.714372 = -15333459.665781
  nChanged 1128
		SP:Iteration 53Q (4216.500000 sec): 3 clusters
  Score: Raw -15347312.317275 + Penalty 13426.714372 = -15333885.602902
  nChanged 991
		SP:Iteration 54Q (4216.890000 sec): 3 clusters
  Score: Raw -15347672.055881 + Penalty 13426.714372 = -15334245.341508
  nChanged 859
		SP:Iteration 55Q (4217.280000 sec): 3 clusters
  Score: Raw -15347971.690214 + Penalty 13426.714372 = -15334544.975842
  nChanged 724
		SP:Iteration 56Q (4217.660000 sec): 3 clusters
  Score: Raw -15348223.734644 + Penalty 13426.714372 = -15334797.020272
  nChanged 624
		SP:Iteration 57Q (4218.040000 sec): 3 clusters
  Score: Raw -15348438.828650 + Penalty 13426.714372 = -15335012.114278
  nChanged 575
		SP:Iteration 58Q (4218.420000 sec): 3 clusters
  Score: Raw -15348627.160345 + Penalty 13426.714372 = -15335200.445973
  nChanged 457
		SP:Iteration 59Q (4218.790000 sec): 3 clusters
  Score: Raw -15348767.044827 + Penalty 13426.714372 = -15335340.330455
  nChanged 396
		SP:Iteration 60F (4219.230000 sec): 3 clusters
  Score: Raw -15348897.577506 + Penalty 13426.714372 = -15335470.863134
  nChanged 346
		SP:Iteration 61Q (4219.600000 sec): 3 clusters
  Score: Raw -15349012.283026 + Penalty 13426.714372 = -15335585.568653
  nChanged 305
		SP:Iteration 62Q (4219.960000 sec): 3 clusters
  Score: Raw -15349112.664780 + Penalty 13426.714372 = -15335685.950408
  nChanged 254
		SP:Iteration 63Q (4220.320000 sec): 3 clusters
  Score: Raw -15349195.648273 + Penalty 13426.714372 = -15335768.933901
  nChanged 214
		SP:Iteration 64Q (4220.680000 sec): 3 clusters
  Score: Raw -15349260.276983 + Penalty 13426.714372 = -15335833.562610
  nChanged 171
		SP:Iteration 65Q (4221.040000 sec): 3 clusters
  Score: Raw -15349311.493591 + Penalty 13426.714372 = -15335884.779219
  nChanged 152
		SP:Iteration 66Q (4221.390000 sec): 3 clusters
  Score: Raw -15349354.750403 + Penalty 13426.714372 = -15335928.036031
  nChanged 115
		SP:Iteration 67Q (4221.740000 sec): 3 clusters
  Score: Raw -15349391.905845 + Penalty 13426.714372 = -15335965.191473
  nChanged 115
		SP:Iteration 68Q (4222.100000 sec): 3 clusters
  Score: Raw -15349427.040251 + Penalty 13426.714372 = -15336000.325879
  nChanged 118
		SP:Iteration 69Q (4222.450000 sec): 3 clusters
  Score: Raw -15349463.815226 + Penalty 13426.714372 = -15336037.100854
  nChanged 112
		SP:Iteration 70Q (4222.800000 sec): 3 clusters
  Score: Raw -15349499.617582 + Penalty 13426.714372 = -15336072.903210
  nChanged 105
		SP:Iteration 71Q (4223.150000 sec): 3 clusters
  Score: Raw -15349530.627260 + Penalty 13426.714372 = -15336103.912887
  nChanged 82
		SP:Iteration 72Q (4223.490000 sec): 3 clusters
  Score: Raw -15349556.463252 + Penalty 13426.714372 = -15336129.748880
  nChanged 74
		SP:Iteration 73Q (4223.840000 sec): 3 clusters
  Score: Raw -15349577.110527 + Penalty 13426.714372 = -15336150.396155
  nChanged 73
		SP:Iteration 74Q (4224.180000 sec): 3 clusters
  Score: Raw -15349598.972018 + Penalty 13426.714372 = -15336172.257646
  nChanged 70
		SP:Iteration 75Q (4224.520000 sec): 3 clusters
  Score: Raw -15349619.289361 + Penalty 13426.714372 = -15336192.574989
  nChanged 65
		SP:Iteration 76Q (4224.870000 sec): 3 clusters
  Score: Raw -15349640.556128 + Penalty 13426.714372 = -15336213.841756
  nChanged 70
		SP:Iteration 77Q (4225.210000 sec): 3 clusters
  Score: Raw -15349660.454852 + Penalty 13426.714372 = -15336233.740480
  nChanged 57
		SP:Iteration 78Q (4225.550000 sec): 3 clusters
  Score: Raw -15349676.652295 + Penalty 13426.714372 = -15336249.937923
  nChanged 47
		SP:Iteration 79Q (4225.890000 sec): 3 clusters
  Score: Raw -15349691.617077 + Penalty 13426.714372 = -15336264.902705
  nChanged 52
		SP:Iteration 80F (4226.330000 sec): 3 clusters
  Score: Raw -15349707.627940 + Penalty 13426.714372 = -15336280.913568
  nChanged 49
		SP:Iteration 81Q (4226.670000 sec): 3 clusters
  Score: Raw -15349723.013681 + Penalty 13426.714372 = -15336296.299308
  nChanged 47
		SP:Iteration 82Q (4227.010000 sec): 3 clusters
  Score: Raw -15349737.429247 + Penalty 13426.714372 = -15336310.714875
  nChanged 40
		SP:Iteration 83Q (4227.360000 sec): 3 clusters
  Score: Raw -15349749.536517 + Penalty 13426.714372 = -15336322.822145
  nChanged 42
		SP:Iteration 84Q (4227.700000 sec): 3 clusters
  Score: Raw -15349762.248356 + Penalty 13426.714372 = -15336335.533984
  nChanged 36
		SP:Iteration 85Q (4228.040000 sec): 3 clusters
  Score: Raw -15349773.399047 + Penalty 13426.714372 = -15336346.684675
  nChanged 33
		SP:Iteration 86Q (4228.380000 sec): 3 clusters
  Score: Raw -15349784.965688 + Penalty 13426.714372 = -15336358.251316
  nChanged 42
		SP:Iteration 87Q (4228.710000 sec): 3 clusters
  Score: Raw -15349797.703853 + Penalty 13426.714372 = -15336370.989481
  nChanged 37
		SP:Iteration 88Q (4229.050000 sec): 3 clusters
  Score: Raw -15349809.653642 + Penalty 13426.714372 = -15336382.939270
  nChanged 40
		SP:Iteration 89Q (4229.380000 sec): 3 clusters
  Score: Raw -15349822.383290 + Penalty 13426.714372 = -15336395.668918
  nChanged 30
		SP:Iteration 90Q (4229.720000 sec): 3 clusters
  Score: Raw -15349832.555979 + Penalty 13426.714372 = -15336405.841607
  nChanged 30
		SP:Iteration 91Q (4230.060000 sec): 3 clusters
  Score: Raw -15349842.333530 + Penalty 13426.714372 = -15336415.619158
  nChanged 23
		SP:Iteration 92Q (4230.390000 sec): 3 clusters
  Score: Raw -15349848.913638 + Penalty 13426.714372 = -15336422.199266
  nChanged 15
		SP:Iteration 93Q (4230.730000 sec): 3 clusters
  Score: Raw -15349852.958065 + Penalty 13426.714372 = -15336426.243693
  nChanged 20
		SP:Iteration 94Q (4231.060000 sec): 3 clusters
  Score: Raw -15349858.158113 + Penalty 13426.714372 = -15336431.443740
  nChanged 18
		SP:Iteration 95Q (4231.400000 sec): 3 clusters
  Score: Raw -15349863.471513 + Penalty 13426.714372 = -15336436.757140
  nChanged 14
		SP:Iteration 96Q (4231.730000 sec): 3 clusters
  Score: Raw -15349866.747551 + Penalty 13426.714372 = -15336440.033179
  nChanged 7
		SP:Iteration 97Q (4232.070000 sec): 3 clusters
  Score: Raw -15349868.897264 + Penalty 13426.714372 = -15336442.182891
  nChanged 16
		SP:Iteration 98Q (4232.400000 sec): 3 clusters
  Score: Raw -15349873.950992 + Penalty 13426.714372 = -15336447.236619
  nChanged 16
		SP:Iteration 99Q (4232.740000 sec): 3 clusters
  Score: Raw -15349878.543308 + Penalty 13426.714372 = -15336451.828936
  nChanged 10
		SP:Iteration 100F (4233.180000 sec): 3 clusters
  Score: Raw -15349882.415989 + Penalty 13426.714372 = -15336455.701616
  nChanged 15
		SP:Iteration 101Q (4233.510000 sec): 3 clusters
  Score: Raw -15349886.835029 + Penalty 13426.714372 = -15336460.120657
  nChanged 15
		SP:Iteration 102Q (4233.850000 sec): 3 clusters
  Score: Raw -15349891.404254 + Penalty 13426.714372 = -15336464.689882
  nChanged 12
		SP:Iteration 103Q (4234.180000 sec): 3 clusters
  Score: Raw -15349894.640479 + Penalty 13426.714372 = -15336467.926107
  nChanged 13
		SP:Iteration 104Q (4234.520000 sec): 3 clusters
  Score: Raw -15349898.709663 + Penalty 13426.714372 = -15336471.995290
  nChanged 14
		SP:Iteration 105Q (4234.850000 sec): 3 clusters
  Score: Raw -15349903.129737 + Penalty 13426.714372 = -15336476.415365
  nChanged 10
		SP:Iteration 106Q (4235.180000 sec): 3 clusters
  Score: Raw -15349906.143118 + Penalty 13426.714372 = -15336479.428745
  nChanged 14
		SP:Iteration 107Q (4235.520000 sec): 3 clusters
  Score: Raw -15349910.042010 + Penalty 13426.714372 = -15336483.327638
  nChanged 9
		SP:Iteration 108Q (4235.850000 sec): 3 clusters
  Score: Raw -15349912.376406 + Penalty 13426.714372 = -15336485.662034
  nChanged 9
		SP:Iteration 109Q (4236.190000 sec): 3 clusters
  Score: Raw -15349914.934342 + Penalty 13426.714372 = -15336488.219970
  nChanged 7
		SP:Iteration 110Q (4236.520000 sec): 3 clusters
  Score: Raw -15349916.900560 + Penalty 13426.714372 = -15336490.186187
  nChanged 6
		SP:Iteration 111Q (4236.860000 sec): 3 clusters
  Score: Raw -15349918.363067 + Penalty 13426.714372 = -15336491.648694
  nChanged 4
		SP:Iteration 112Q (4237.190000 sec): 3 clusters
  Score: Raw -15349919.278299 + Penalty 13426.714372 = -15336492.563927
  nChanged 1
		SP:Iteration 113Q (4237.520000 sec): 3 clusters
  Score: Raw -15349919.787920 + Penalty 13426.714372 = -15336493.073547
  nChanged 2
		SP:Iteration 114Q (4237.860000 sec): 3 clusters
  Score: Raw -15349920.150100 + Penalty 13426.714372 = -15336493.435727
  nChanged 3
		SP:Iteration 115Q (4238.190000 sec): 3 clusters
  Score: Raw -15349920.842982 + Penalty 13426.714372 = -15336494.128610
  nChanged 2
		SP:Iteration 116Q (4238.530000 sec): 3 clusters
  Score: Raw -15349921.212711 + Penalty 13426.714372 = -15336494.498339
  nChanged 1
		SP:Iteration 117Q (4238.860000 sec): 3 clusters
  Score: Raw -15349921.466208 + Penalty 13426.714372 = -15336494.751835
  nChanged 3
		SP:Iteration 118Q (4239.190000 sec): 3 clusters
  Score: Raw -15349922.207470 + Penalty 13426.714372 = -15336495.493097
  nChanged 3
		SP:Iteration 119Q (4239.520000 sec): 3 clusters
  Score: Raw -15349923.212016 + Penalty 13426.714372 = -15336496.497644
  nChanged 1
		SP:Iteration 120F (4239.960000 sec): 3 clusters
  Score: Raw -15349923.559138 + Penalty 13426.714372 = -15336496.844766
  nChanged 2
		SP:Iteration 121Q (4240.300000 sec): 3 clusters
  Score: Raw -15349924.249144 + Penalty 13426.714372 = -15336497.534772
  nChanged 1
		SP:Iteration 122Q (4240.630000 sec): 3 clusters
  Score: Raw -15349924.547159 + Penalty 13426.714372 = -15336497.832786
  nChanged 1
		SP:Iteration 123Q (4240.960000 sec): 3 clusters
  Score: Raw -15349924.768283 + Penalty 13426.714372 = -15336498.053911
  nChanged 0
		SP:Iteration 124F (4241.400000 sec): 3 clusters
  Score: Raw -15349924.768283 + Penalty 13426.714372 = -15336498.053911
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 12 (35736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4241.640000 sec): 2 clusters
  Score: Raw -9098776.718658 + Penalty 6421.397241 = -9092355.321417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4241.920000 sec): 3 clusters
  Score: Raw -9078659.586449 + Penalty 12842.794482 = -9065816.791967
  nChanged 15429
		SP:Iteration 1F (4242.190000 sec): 3 clusters
  Score: Raw -9087512.991751 + Penalty 12842.794482 = -9074670.197269
  nChanged 2618
		SP:Iteration 2F (4242.460000 sec): 3 clusters
  Score: Raw -9089567.395209 + Penalty 12842.794482 = -9076724.600727
  nChanged 2752
		SP:Iteration 3F (4242.740000 sec): 3 clusters
  Score: Raw -9092113.867408 + Penalty 12842.794482 = -9079271.072926
  nChanged 2905
		SP:Iteration 4F (4243.010000 sec): 3 clusters
  Score: Raw -9094786.982910 + Penalty 12842.794482 = -9081944.188427
  nChanged 2740
		SP:Iteration 5F (4243.280000 sec): 3 clusters
  Score: Raw -9097011.616547 + Penalty 12842.794482 = -9084168.822064
  nChanged 2337
		SP:Iteration 6F (4243.560000 sec): 3 clusters
  Score: Raw -9098537.239171 + Penalty 12842.794482 = -9085694.444689
  nChanged 1759
		SP:Iteration 7Q (4243.830000 sec): 3 clusters
  Score: Raw -9099500.660615 + Penalty 12842.794482 = -9086657.866133
  nChanged 1286
		SP:Iteration 8Q (4244.100000 sec): 3 clusters
  Score: Raw -9100045.069206 + Penalty 12842.794482 = -9087202.274723
  nChanged 905
		SP:Iteration 9Q (4244.360000 sec): 3 clusters
  Score: Raw -9100360.434690 + Penalty 12842.794482 = -9087517.640208
  nChanged 682
		SP:Iteration 10Q (4244.630000 sec): 3 clusters
  Score: Raw -9100563.461309 + Penalty 12842.794482 = -9087720.666827
  nChanged 476
		SP:Iteration 11Q (4244.900000 sec): 3 clusters
  Score: Raw -9100680.217416 + Penalty 12842.794482 = -9087837.422934
  nChanged 372
		SP:Iteration 12Q (4245.160000 sec): 3 clusters
  Score: Raw -9100770.784166 + Penalty 12842.794482 = -9087927.989684
  nChanged 321
		SP:Iteration 13Q (4245.420000 sec): 3 clusters
  Score: Raw -9100835.926061 + Penalty 12842.794482 = -9087993.131579
  nChanged 236
		SP:Iteration 14Q (4245.690000 sec): 3 clusters
  Score: Raw -9100887.614036 + Penalty 12842.794482 = -9088044.819554
  nChanged 211
		SP:Iteration 15Q (4245.960000 sec): 3 clusters
  Score: Raw -9100930.066221 + Penalty 12842.794482 = -9088087.271739
  nChanged 209
		SP:Iteration 16Q (4246.220000 sec): 3 clusters
  Score: Raw -9100969.399270 + Penalty 12842.794482 = -9088126.604788
  nChanged 191
		SP:Iteration 17Q (4246.480000 sec): 3 clusters
  Score: Raw -9101001.127774 + Penalty 12842.794482 = -9088158.333292
  nChanged 149
		SP:Iteration 18Q (4246.750000 sec): 3 clusters
  Score: Raw -9101029.017108 + Penalty 12842.794482 = -9088186.222626
  nChanged 163
		SP:Iteration 19Q (4247.020000 sec): 3 clusters
  Score: Raw -9101060.451375 + Penalty 12842.794482 = -9088217.656893
  nChanged 154
		SP:Iteration 20F (4247.290000 sec): 3 clusters
  Score: Raw -9101082.718590 + Penalty 12842.794482 = -9088239.924108
  nChanged 108
		SP:Iteration 21Q (4247.560000 sec): 3 clusters
  Score: Raw -9101098.538341 + Penalty 12842.794482 = -9088255.743859
  nChanged 111
		SP:Iteration 22Q (4247.820000 sec): 3 clusters
  Score: Raw -9101114.418738 + Penalty 12842.794482 = -9088271.624256
  nChanged 111
		SP:Iteration 23Q (4248.080000 sec): 3 clusters
  Score: Raw -9101130.388120 + Penalty 12842.794482 = -9088287.593638
  nChanged 98
		SP:Iteration 24Q (4248.350000 sec): 3 clusters
  Score: Raw -9101145.367830 + Penalty 12842.794482 = -9088302.573348
  nChanged 92
		SP:Iteration 25Q (4248.620000 sec): 3 clusters
  Score: Raw -9101157.550519 + Penalty 12842.794482 = -9088314.756037
  nChanged 70
		SP:Iteration 26Q (4248.880000 sec): 3 clusters
  Score: Raw -9101167.432540 + Penalty 12842.794482 = -9088324.638057
  nChanged 80
		SP:Iteration 27Q (4249.140000 sec): 3 clusters
  Score: Raw -9101179.238944 + Penalty 12842.794482 = -9088336.444462
  nChanged 81
		SP:Iteration 28Q (4249.400000 sec): 3 clusters
  Score: Raw -9101190.995567 + Penalty 12842.794482 = -9088348.201084
  nChanged 77
		SP:Iteration 29Q (4249.670000 sec): 3 clusters
  Score: Raw -9101200.014110 + Penalty 12842.794482 = -9088357.219628
  nChanged 66
		SP:Iteration 30Q (4249.930000 sec): 3 clusters
  Score: Raw -9101207.887865 + Penalty 12842.794482 = -9088365.093383
  nChanged 54
		SP:Iteration 31Q (4250.200000 sec): 3 clusters
  Score: Raw -9101214.467953 + Penalty 12842.794482 = -9088371.673471
  nChanged 56
		SP:Iteration 32Q (4250.460000 sec): 3 clusters
  Score: Raw -9101220.511456 + Penalty 12842.794482 = -9088377.716974
  nChanged 51
		SP:Iteration 33Q (4250.720000 sec): 3 clusters
  Score: Raw -9101226.394452 + Penalty 12842.794482 = -9088383.599970
  nChanged 49
		SP:Iteration 34Q (4250.980000 sec): 3 clusters
  Score: Raw -9101231.443527 + Penalty 12842.794482 = -9088388.649045
  nChanged 45
		SP:Iteration 35Q (4251.250000 sec): 3 clusters
  Score: Raw -9101236.587005 + Penalty 12842.794482 = -9088393.792523
  nChanged 44
		SP:Iteration 36Q (4251.510000 sec): 3 clusters
  Score: Raw -9101242.061005 + Penalty 12842.794482 = -9088399.266522
  nChanged 46
		SP:Iteration 37Q (4251.770000 sec): 3 clusters
  Score: Raw -9101247.894198 + Penalty 12842.794482 = -9088405.099716
  nChanged 44
		SP:Iteration 38Q (4252.040000 sec): 3 clusters
  Score: Raw -9101251.963893 + Penalty 12842.794482 = -9088409.169411
  nChanged 33
		SP:Iteration 39Q (4252.300000 sec): 3 clusters
  Score: Raw -9101255.072715 + Penalty 12842.794482 = -9088412.278233
  nChanged 28
		SP:Iteration 40F (4252.580000 sec): 3 clusters
  Score: Raw -9101257.878849 + Penalty 12842.794482 = -9088415.084367
  nChanged 31
		SP:Iteration 41Q (4252.840000 sec): 3 clusters
  Score: Raw -9101260.818188 + Penalty 12842.794482 = -9088418.023706
  nChanged 31
		SP:Iteration 42Q (4253.100000 sec): 3 clusters
  Score: Raw -9101263.892123 + Penalty 12842.794482 = -9088421.097641
  nChanged 28
		SP:Iteration 43Q (4253.370000 sec): 3 clusters
  Score: Raw -9101266.108536 + Penalty 12842.794482 = -9088423.314054
  nChanged 15
		SP:Iteration 44Q (4253.630000 sec): 3 clusters
  Score: Raw -9101267.417450 + Penalty 12842.794482 = -9088424.622968
  nChanged 16
		SP:Iteration 45Q (4253.890000 sec): 3 clusters
  Score: Raw -9101268.662352 + Penalty 12842.794482 = -9088425.867870
  nChanged 8
		SP:Iteration 46Q (4254.160000 sec): 3 clusters
  Score: Raw -9101269.357782 + Penalty 12842.794482 = -9088426.563299
  nChanged 10
		SP:Iteration 47Q (4254.420000 sec): 3 clusters
  Score: Raw -9101270.239493 + Penalty 12842.794482 = -9088427.445011
  nChanged 8
		SP:Iteration 48Q (4254.690000 sec): 3 clusters
  Score: Raw -9101270.911656 + Penalty 12842.794482 = -9088428.117174
  nChanged 14
		SP:Iteration 49Q (4254.950000 sec): 3 clusters
  Score: Raw -9101272.276223 + Penalty 12842.794482 = -9088429.481741
  nChanged 18
		SP:Iteration 50Q (4255.210000 sec): 3 clusters
  Score: Raw -9101273.858486 + Penalty 12842.794482 = -9088431.064003
  nChanged 11
		SP:Iteration 51Q (4255.480000 sec): 3 clusters
  Score: Raw -9101274.619595 + Penalty 12842.794482 = -9088431.825112
  nChanged 12
		SP:Iteration 52Q (4255.740000 sec): 3 clusters
  Score: Raw -9101275.910530 + Penalty 12842.794482 = -9088433.116048
  nChanged 13
		SP:Iteration 53Q (4256.010000 sec): 3 clusters
  Score: Raw -9101277.281162 + Penalty 12842.794482 = -9088434.486679
  nChanged 18
		SP:Iteration 54Q (4256.270000 sec): 3 clusters
  Score: Raw -9101278.972552 + Penalty 12842.794482 = -9088436.178070
  nChanged 15
		SP:Iteration 55Q (4256.530000 sec): 3 clusters
  Score: Raw -9101280.479255 + Penalty 12842.794482 = -9088437.684773
  nChanged 10
		SP:Iteration 56Q (4256.790000 sec): 3 clusters
  Score: Raw -9101281.603957 + Penalty 12842.794482 = -9088438.809475
  nChanged 16
		SP:Iteration 57Q (4257.060000 sec): 3 clusters
  Score: Raw -9101283.252991 + Penalty 12842.794482 = -9088440.458509
  nChanged 16
		SP:Iteration 58Q (4257.320000 sec): 3 clusters
  Score: Raw -9101285.199773 + Penalty 12842.794482 = -9088442.405291
  nChanged 15
		SP:Iteration 59Q (4257.580000 sec): 3 clusters
  Score: Raw -9101286.592625 + Penalty 12842.794482 = -9088443.798143
  nChanged 10
		SP:Iteration 60F (4257.860000 sec): 3 clusters
  Score: Raw -9101287.711708 + Penalty 12842.794482 = -9088444.917225
  nChanged 13
		SP:Iteration 61Q (4258.120000 sec): 3 clusters
  Score: Raw -9101288.978707 + Penalty 12842.794482 = -9088446.184225
  nChanged 15
		SP:Iteration 62Q (4258.380000 sec): 3 clusters
  Score: Raw -9101290.537715 + Penalty 12842.794482 = -9088447.743233
  nChanged 17
		SP:Iteration 63Q (4258.650000 sec): 3 clusters
  Score: Raw -9101291.819719 + Penalty 12842.794482 = -9088449.025237
  nChanged 15
		SP:Iteration 64Q (4258.910000 sec): 3 clusters
  Score: Raw -9101293.484903 + Penalty 12842.794482 = -9088450.690420
  nChanged 12
		SP:Iteration 65Q (4259.170000 sec): 3 clusters
  Score: Raw -9101294.491175 + Penalty 12842.794482 = -9088451.696693
  nChanged 9
		SP:Iteration 66Q (4259.430000 sec): 3 clusters
  Score: Raw -9101295.254772 + Penalty 12842.794482 = -9088452.460289
  nChanged 4
		SP:Iteration 67Q (4259.700000 sec): 3 clusters
  Score: Raw -9101295.680373 + Penalty 12842.794482 = -9088452.885890
  nChanged 10
		SP:Iteration 68Q (4259.960000 sec): 3 clusters
  Score: Raw -9101296.710031 + Penalty 12842.794482 = -9088453.915549
  nChanged 19
		SP:Iteration 69Q (4260.230000 sec): 3 clusters
  Score: Raw -9101298.953204 + Penalty 12842.794482 = -9088456.158722
  nChanged 20
		SP:Iteration 70Q (4260.490000 sec): 3 clusters
  Score: Raw -9101301.435203 + Penalty 12842.794482 = -9088458.640721
  nChanged 26
		SP:Iteration 71Q (4260.760000 sec): 3 clusters
  Score: Raw -9101304.724586 + Penalty 12842.794482 = -9088461.930104
  nChanged 26
		SP:Iteration 72Q (4261.020000 sec): 3 clusters
  Score: Raw -9101307.622211 + Penalty 12842.794482 = -9088464.827729
  nChanged 18
		SP:Iteration 73Q (4261.290000 sec): 3 clusters
  Score: Raw -9101309.689684 + Penalty 12842.794482 = -9088466.895202
  nChanged 21
		SP:Iteration 74Q (4261.550000 sec): 3 clusters
  Score: Raw -9101311.880505 + Penalty 12842.794482 = -9088469.086022
  nChanged 22
		SP:Iteration 75Q (4261.810000 sec): 3 clusters
  Score: Raw -9101314.345799 + Penalty 12842.794482 = -9088471.551317
  nChanged 16
		SP:Iteration 76Q (4262.070000 sec): 3 clusters
  Score: Raw -9101316.242307 + Penalty 12842.794482 = -9088473.447825
  nChanged 19
		SP:Iteration 77Q (4262.330000 sec): 3 clusters
  Score: Raw -9101318.206900 + Penalty 12842.794482 = -9088475.412417
  nChanged 17
		SP:Iteration 78Q (4262.590000 sec): 3 clusters
  Score: Raw -9101320.208141 + Penalty 12842.794482 = -9088477.413659
  nChanged 23
		SP:Iteration 79Q (4262.860000 sec): 3 clusters
  Score: Raw -9101322.577618 + Penalty 12842.794482 = -9088479.783136
  nChanged 17
		SP:Iteration 80F (4263.130000 sec): 3 clusters
  Score: Raw -9101324.161442 + Penalty 12842.794482 = -9088481.366959
  nChanged 20
		SP:Iteration 81Q (4263.390000 sec): 3 clusters
  Score: Raw -9101326.284794 + Penalty 12842.794482 = -9088483.490312
  nChanged 18
		SP:Iteration 82Q (4263.650000 sec): 3 clusters
  Score: Raw -9101328.001525 + Penalty 12842.794482 = -9088485.207043
  nChanged 23
		SP:Iteration 83Q (4263.910000 sec): 3 clusters
  Score: Raw -9101330.289477 + Penalty 12842.794482 = -9088487.494995
  nChanged 22
		SP:Iteration 84Q (4264.170000 sec): 3 clusters
  Score: Raw -9101332.929256 + Penalty 12842.794482 = -9088490.134774
  nChanged 28
		SP:Iteration 85Q (4264.440000 sec): 3 clusters
  Score: Raw -9101336.301515 + Penalty 12842.794482 = -9088493.507033
  nChanged 34
		SP:Iteration 86Q (4264.700000 sec): 3 clusters
  Score: Raw -9101340.141977 + Penalty 12842.794482 = -9088497.347495
  nChanged 33
		SP:Iteration 87Q (4264.960000 sec): 3 clusters
  Score: Raw -9101344.165150 + Penalty 12842.794482 = -9088501.370667
  nChanged 37
		SP:Iteration 88Q (4265.230000 sec): 3 clusters
  Score: Raw -9101348.326438 + Penalty 12842.794482 = -9088505.531956
  nChanged 33
		SP:Iteration 89Q (4265.490000 sec): 3 clusters
  Score: Raw -9101351.940191 + Penalty 12842.794482 = -9088509.145709
  nChanged 30
		SP:Iteration 90Q (4265.750000 sec): 3 clusters
  Score: Raw -9101355.258052 + Penalty 12842.794482 = -9088512.463569
  nChanged 29
		SP:Iteration 91Q (4266.010000 sec): 3 clusters
  Score: Raw -9101359.108049 + Penalty 12842.794482 = -9088516.313567
  nChanged 38
		SP:Iteration 92Q (4266.270000 sec): 3 clusters
  Score: Raw -9101363.690840 + Penalty 12842.794482 = -9088520.896358
  nChanged 34
		SP:Iteration 93Q (4266.530000 sec): 3 clusters
  Score: Raw -9101367.327320 + Penalty 12842.794482 = -9088524.532838
  nChanged 30
		SP:Iteration 94Q (4266.790000 sec): 3 clusters
  Score: Raw -9101370.503713 + Penalty 12842.794482 = -9088527.709231
  nChanged 34
		SP:Iteration 95Q (4267.050000 sec): 3 clusters
  Score: Raw -9101374.185872 + Penalty 12842.794482 = -9088531.391390
  nChanged 40
		SP:Iteration 96Q (4267.320000 sec): 3 clusters
  Score: Raw -9101378.320496 + Penalty 12842.794482 = -9088535.526014
  nChanged 32
		SP:Iteration 97Q (4267.580000 sec): 3 clusters
  Score: Raw -9101381.616095 + Penalty 12842.794482 = -9088538.821612
  nChanged 25
		SP:Iteration 98Q (4267.840000 sec): 3 clusters
  Score: Raw -9101384.429759 + Penalty 12842.794482 = -9088541.635277
  nChanged 28
		SP:Iteration 99Q (4268.100000 sec): 3 clusters
  Score: Raw -9101387.577508 + Penalty 12842.794482 = -9088544.783026
  nChanged 32
		SP:Iteration 100F (4268.370000 sec): 3 clusters
  Score: Raw -9101391.116653 + Penalty 12842.794482 = -9088548.322171
  nChanged 39
		SP:Iteration 101Q (4268.630000 sec): 3 clusters
  Score: Raw -9101395.527858 + Penalty 12842.794482 = -9088552.733376
  nChanged 48
		SP:Iteration 102Q (4268.890000 sec): 3 clusters
  Score: Raw -9101401.289468 + Penalty 12842.794482 = -9088558.494985
  nChanged 57
		SP:Iteration 103Q (4269.150000 sec): 3 clusters
  Score: Raw -9101407.620718 + Penalty 12842.794482 = -9088564.826236
  nChanged 38
		SP:Iteration 104Q (4269.420000 sec): 3 clusters
  Score: Raw -9101412.085448 + Penalty 12842.794482 = -9088569.290966
  nChanged 40
		SP:Iteration 105Q (4269.680000 sec): 3 clusters
  Score: Raw -9101417.095250 + Penalty 12842.794482 = -9088574.300768
  nChanged 40
		SP:Iteration 106Q (4269.940000 sec): 3 clusters
  Score: Raw -9101422.575617 + Penalty 12842.794482 = -9088579.781134
  nChanged 46
		SP:Iteration 107Q (4270.200000 sec): 3 clusters
  Score: Raw -9101428.443423 + Penalty 12842.794482 = -9088585.648940
  nChanged 41
		SP:Iteration 108Q (4270.470000 sec): 3 clusters
  Score: Raw -9101432.993719 + Penalty 12842.794482 = -9088590.199237
  nChanged 35
		SP:Iteration 109Q (4270.730000 sec): 3 clusters
  Score: Raw -9101437.529212 + Penalty 12842.794482 = -9088594.734730
  nChanged 40
		SP:Iteration 110Q (4270.990000 sec): 3 clusters
  Score: Raw -9101441.890811 + Penalty 12842.794482 = -9088599.096329
  nChanged 41
		SP:Iteration 111Q (4271.250000 sec): 3 clusters
  Score: Raw -9101446.830652 + Penalty 12842.794482 = -9088604.036169
  nChanged 48
		SP:Iteration 112Q (4271.510000 sec): 3 clusters
  Score: Raw -9101452.444488 + Penalty 12842.794482 = -9088609.650006
  nChanged 58
		SP:Iteration 113Q (4271.770000 sec): 3 clusters
  Score: Raw -9101458.947921 + Penalty 12842.794482 = -9088616.153438
  nChanged 52
		SP:Iteration 114Q (4272.030000 sec): 3 clusters
  Score: Raw -9101465.289609 + Penalty 12842.794482 = -9088622.495127
  nChanged 59
		SP:Iteration 115Q (4272.290000 sec): 3 clusters
  Score: Raw -9101473.470580 + Penalty 12842.794482 = -9088630.676097
  nChanged 56
		SP:Iteration 116Q (4272.550000 sec): 3 clusters
  Score: Raw -9101480.936578 + Penalty 12842.794482 = -9088638.142096
  nChanged 50
		SP:Iteration 117Q (4272.810000 sec): 3 clusters
  Score: Raw -9101487.341797 + Penalty 12842.794482 = -9088644.547315
  nChanged 53
		SP:Iteration 118Q (4273.070000 sec): 3 clusters
  Score: Raw -9101495.080621 + Penalty 12842.794482 = -9088652.286139
  nChanged 58
		SP:Iteration 119Q (4273.330000 sec): 3 clusters
  Score: Raw -9101503.158146 + Penalty 12842.794482 = -9088660.363663
  nChanged 67
		SP:Iteration 120F (4273.600000 sec): 3 clusters
  Score: Raw -9101512.657694 + Penalty 12842.794482 = -9088669.863212
  nChanged 69
		SP:Iteration 121Q (4273.860000 sec): 3 clusters
  Score: Raw -9101521.627026 + Penalty 12842.794482 = -9088678.832544
  nChanged 74
		SP:Iteration 122Q (4274.120000 sec): 3 clusters
  Score: Raw -9101531.879351 + Penalty 12842.794482 = -9088689.084868
  nChanged 69
		SP:Iteration 123Q (4274.380000 sec): 3 clusters
  Score: Raw -9101540.612782 + Penalty 12842.794482 = -9088697.818300
  nChanged 58
		SP:Iteration 124Q (4274.640000 sec): 3 clusters
  Score: Raw -9101548.070943 + Penalty 12842.794482 = -9088705.276461
  nChanged 72
		SP:Iteration 125Q (4274.900000 sec): 3 clusters
  Score: Raw -9101557.125007 + Penalty 12842.794482 = -9088714.330525
  nChanged 64
		SP:Iteration 126Q (4275.160000 sec): 3 clusters
  Score: Raw -9101565.450641 + Penalty 12842.794482 = -9088722.656159
  nChanged 62
		SP:Iteration 127Q (4275.420000 sec): 3 clusters
  Score: Raw -9101573.863076 + Penalty 12842.794482 = -9088731.068594
  nChanged 65
		SP:Iteration 128Q (4275.670000 sec): 3 clusters
  Score: Raw -9101582.259908 + Penalty 12842.794482 = -9088739.465426
  nChanged 57
		SP:Iteration 129Q (4275.930000 sec): 3 clusters
  Score: Raw -9101589.946778 + Penalty 12842.794482 = -9088747.152296
  nChanged 54
		SP:Iteration 130Q (4276.190000 sec): 3 clusters
  Score: Raw -9101596.314012 + Penalty 12842.794482 = -9088753.519530
  nChanged 41
		SP:Iteration 131Q (4276.450000 sec): 3 clusters
  Score: Raw -9101601.188954 + Penalty 12842.794482 = -9088758.394472
  nChanged 51
		SP:Iteration 132Q (4276.710000 sec): 3 clusters
  Score: Raw -9101607.263206 + Penalty 12842.794482 = -9088764.468723
  nChanged 45
		SP:Iteration 133Q (4276.970000 sec): 3 clusters
  Score: Raw -9101613.699383 + Penalty 12842.794482 = -9088770.904901
  nChanged 49
		SP:Iteration 134Q (4277.220000 sec): 3 clusters
  Score: Raw -9101619.838007 + Penalty 12842.794482 = -9088777.043524
  nChanged 53
		SP:Iteration 135Q (4277.480000 sec): 3 clusters
  Score: Raw -9101626.499979 + Penalty 12842.794482 = -9088783.705496
  nChanged 51
		SP:Iteration 136Q (4277.740000 sec): 3 clusters
  Score: Raw -9101632.475854 + Penalty 12842.794482 = -9088789.681372
  nChanged 39
		SP:Iteration 137Q (4277.990000 sec): 3 clusters
  Score: Raw -9101637.516978 + Penalty 12842.794482 = -9088794.722496
  nChanged 39
		SP:Iteration 138Q (4278.250000 sec): 3 clusters
  Score: Raw -9101643.097438 + Penalty 12842.794482 = -9088800.302956
  nChanged 38
		SP:Iteration 139Q (4278.510000 sec): 3 clusters
  Score: Raw -9101648.348408 + Penalty 12842.794482 = -9088805.553925
  nChanged 39
		SP:Iteration 140F (4278.780000 sec): 3 clusters
  Score: Raw -9101653.128245 + Penalty 12842.794482 = -9088810.333763
  nChanged 42
		SP:Iteration 141Q (4279.040000 sec): 3 clusters
  Score: Raw -9101658.022600 + Penalty 12842.794482 = -9088815.228117
  nChanged 36
		SP:Iteration 142Q (4279.290000 sec): 3 clusters
  Score: Raw -9101662.234515 + Penalty 12842.794482 = -9088819.440032
  nChanged 33
		SP:Iteration 143Q (4279.550000 sec): 3 clusters
  Score: Raw -9101665.880303 + Penalty 12842.794482 = -9088823.085821
  nChanged 21
		SP:Iteration 144Q (4279.810000 sec): 3 clusters
  Score: Raw -9101668.579747 + Penalty 12842.794482 = -9088825.785265
  nChanged 31
		SP:Iteration 145Q (4280.070000 sec): 3 clusters
  Score: Raw -9101671.717093 + Penalty 12842.794482 = -9088828.922611
  nChanged 22
		SP:Iteration 146Q (4280.330000 sec): 3 clusters
  Score: Raw -9101673.987297 + Penalty 12842.794482 = -9088831.192815
  nChanged 24
		SP:Iteration 147Q (4280.580000 sec): 3 clusters
  Score: Raw -9101676.868288 + Penalty 12842.794482 = -9088834.073806
  nChanged 24
		SP:Iteration 148Q (4280.840000 sec): 3 clusters
  Score: Raw -9101679.510073 + Penalty 12842.794482 = -9088836.715591
  nChanged 26
		SP:Iteration 149Q (4281.100000 sec): 3 clusters
  Score: Raw -9101683.109096 + Penalty 12842.794482 = -9088840.314614
  nChanged 33
		SP:Iteration 150Q (4281.350000 sec): 3 clusters
  Score: Raw -9101686.910824 + Penalty 12842.794482 = -9088844.116342
  nChanged 26
		SP:Iteration 151Q (4281.610000 sec): 3 clusters
  Score: Raw -9101690.126525 + Penalty 12842.794482 = -9088847.332043
  nChanged 28
		SP:Iteration 152Q (4281.870000 sec): 3 clusters
  Score: Raw -9101692.874932 + Penalty 12842.794482 = -9088850.080450
  nChanged 32
		SP:Iteration 153Q (4282.130000 sec): 3 clusters
  Score: Raw -9101695.963516 + Penalty 12842.794482 = -9088853.169034
  nChanged 29
		SP:Iteration 154Q (4282.390000 sec): 3 clusters
  Score: Raw -9101699.095093 + Penalty 12842.794482 = -9088856.300610
  nChanged 29
		SP:Iteration 155Q (4282.650000 sec): 3 clusters
  Score: Raw -9101702.238725 + Penalty 12842.794482 = -9088859.444243
  nChanged 27
		SP:Iteration 156Q (4282.900000 sec): 3 clusters
  Score: Raw -9101705.367629 + Penalty 12842.794482 = -9088862.573147
  nChanged 35
		SP:Iteration 157Q (4283.160000 sec): 3 clusters
  Score: Raw -9101709.943336 + Penalty 12842.794482 = -9088867.148853
  nChanged 33
		SP:Iteration 158Q (4283.410000 sec): 3 clusters
  Score: Raw -9101713.492426 + Penalty 12842.794482 = -9088870.697944
  nChanged 24
		SP:Iteration 159Q (4283.670000 sec): 3 clusters
  Score: Raw -9101715.823991 + Penalty 12842.794482 = -9088873.029508
  nChanged 20
		SP:Iteration 160F (4283.940000 sec): 3 clusters
  Score: Raw -9101718.317493 + Penalty 12842.794482 = -9088875.523011
  nChanged 18
		SP:Iteration 161Q (4284.200000 sec): 3 clusters
  Score: Raw -9101720.110977 + Penalty 12842.794482 = -9088877.316495
  nChanged 8
		SP:Iteration 162Q (4284.450000 sec): 3 clusters
  Score: Raw -9101720.799452 + Penalty 12842.794482 = -9088878.004970
  nChanged 7
		SP:Iteration 163Q (4284.710000 sec): 3 clusters
  Score: Raw -9101721.524561 + Penalty 12842.794482 = -9088878.730079
  nChanged 5
		SP:Iteration 164Q (4284.960000 sec): 3 clusters
  Score: Raw -9101721.798808 + Penalty 12842.794482 = -9088879.004326
  nChanged 1
		SP:Iteration 165Q (4285.220000 sec): 3 clusters
  Score: Raw -9101721.871682 + Penalty 12842.794482 = -9088879.077200
  nChanged 3
		SP:Iteration 166Q (4285.470000 sec): 3 clusters
  Score: Raw -9101722.194765 + Penalty 12842.794482 = -9088879.400283
  nChanged 6
		SP:Iteration 167Q (4285.730000 sec): 3 clusters
  Score: Raw -9101722.735680 + Penalty 12842.794482 = -9088879.941198
  nChanged 6
		SP:Iteration 168Q (4285.980000 sec): 3 clusters
  Score: Raw -9101723.352753 + Penalty 12842.794482 = -9088880.558271
  nChanged 8
		SP:Iteration 169Q (4286.240000 sec): 3 clusters
  Score: Raw -9101724.080800 + Penalty 12842.794482 = -9088881.286318
  nChanged 4
		SP:Iteration 170Q (4286.500000 sec): 3 clusters
  Score: Raw -9101724.484370 + Penalty 12842.794482 = -9088881.689888
  nChanged 6
		SP:Iteration 171Q (4286.750000 sec): 3 clusters
  Score: Raw -9101725.037781 + Penalty 12842.794482 = -9088882.243298
  nChanged 3
		SP:Iteration 172Q (4287.010000 sec): 3 clusters
  Score: Raw -9101725.235073 + Penalty 12842.794482 = -9088882.440590
  nChanged 4
		SP:Iteration 173Q (4287.260000 sec): 3 clusters
  Score: Raw -9101725.562960 + Penalty 12842.794482 = -9088882.768477
  nChanged 6
		SP:Iteration 174Q (4287.520000 sec): 3 clusters
  Score: Raw -9101725.929345 + Penalty 12842.794482 = -9088883.134863
  nChanged 5
		SP:Iteration 175Q (4287.770000 sec): 3 clusters
  Score: Raw -9101726.250335 + Penalty 12842.794482 = -9088883.455853
  nChanged 4
		SP:Iteration 176Q (4288.030000 sec): 3 clusters
  Score: Raw -9101726.540759 + Penalty 12842.794482 = -9088883.746277
  nChanged 5
		SP:Iteration 177Q (4288.280000 sec): 3 clusters
  Score: Raw -9101727.073397 + Penalty 12842.794482 = -9088884.278915
  nChanged 6
		SP:Iteration 178Q (4288.540000 sec): 3 clusters
  Score: Raw -9101727.620147 + Penalty 12842.794482 = -9088884.825665
  nChanged 2
		SP:Iteration 179Q (4288.800000 sec): 3 clusters
  Score: Raw -9101727.734490 + Penalty 12842.794482 = -9088884.940008
  nChanged 0
		SP:Iteration 180F (4289.070000 sec): 3 clusters
  Score: Raw -9101727.734490 + Penalty 12842.794482 = -9088884.940008
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 13 (410325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4291.810000 sec): 2 clusters
  Score: Raw -108665086.014070 + Penalty 7916.381695 = -108657169.632376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4294.960000 sec): 3 clusters
  Score: Raw -108397929.248039 + Penalty 15832.763389 = -108382096.484650
  nChanged 196069
		SP:Iteration 1F (4298.090000 sec): 3 clusters
  Score: Raw -108511366.261592 + Penalty 15832.763389 = -108495533.498202
  nChanged 9932
		SP:Iteration 2Q (4301.250000 sec): 3 clusters
  Score: Raw -108512981.388963 + Penalty 15832.763389 = -108497148.625573
  nChanged 9895
		SP:Iteration 3Q (4304.420000 sec): 3 clusters
  Score: Raw -108514623.976892 + Penalty 15832.763389 = -108498791.213503
  nChanged 10008
		SP:Iteration 4Q (4307.590000 sec): 3 clusters
  Score: Raw -108516411.237221 + Penalty 15832.763389 = -108500578.473832
  nChanged 10595
		SP:Iteration 5Q (4310.740000 sec): 3 clusters
  Score: Raw -108518533.422086 + Penalty 15832.763389 = -108502700.658696
  nChanged 11471
		SP:Iteration 6Q (4313.890000 sec): 3 clusters
  Score: Raw -108521092.249352 + Penalty 15832.763389 = -108505259.485963
  nChanged 12508
		SP:Iteration 7Q (4317.040000 sec): 3 clusters
  Score: Raw -108524248.779041 + Penalty 15832.763389 = -108508416.015652
  nChanged 13980
		SP:Iteration 8Q (4320.200000 sec): 3 clusters
  Score: Raw -108528225.010029 + Penalty 15832.763389 = -108512392.246639
  nChanged 15727
		SP:Iteration 9Q (4323.360000 sec): 3 clusters
  Score: Raw -108533195.336110 + Penalty 15832.763389 = -108517362.572720
  nChanged 17253
		SP:Iteration 10Q (4326.510000 sec): 3 clusters
  Score: Raw -108539213.187585 + Penalty 15832.763389 = -108523380.424196
  nChanged 18303
		SP:Iteration 11Q (4329.650000 sec): 3 clusters
  Score: Raw -108546081.001929 + Penalty 15832.763389 = -108530248.238540
  nChanged 19428
		SP:Iteration 12Q (4332.790000 sec): 3 clusters
  Score: Raw -108553985.258865 + Penalty 15832.763389 = -108538152.495476
  nChanged 20086
		SP:Iteration 13Q (4335.940000 sec): 3 clusters
  Score: Raw -108563155.931869 + Penalty 15832.763389 = -108547323.168480
  nChanged 21594
		SP:Iteration 14F (4339.050000 sec): 3 clusters
  Score: Raw -108574478.373891 + Penalty 15832.763389 = -108558645.610501
  nChanged 23070
		SP:Iteration 15F (4342.170000 sec): 3 clusters
  Score: Raw -108588442.280482 + Penalty 15832.763389 = -108572609.517092
  nChanged 24449
		SP:Iteration 16F (4345.280000 sec): 3 clusters
  Score: Raw -108605249.661726 + Penalty 15832.763389 = -108589416.898337
  nChanged 23771
		SP:Iteration 17F (4348.380000 sec): 3 clusters
  Score: Raw -108623049.915710 + Penalty 15832.763389 = -108607217.152321
  nChanged 20430
		SP:Iteration 18Q (4351.480000 sec): 3 clusters
  Score: Raw -108639414.203904 + Penalty 15832.763389 = -108623581.440514
  nChanged 15097
		SP:Iteration 19Q (4354.530000 sec): 3 clusters
  Score: Raw -108651789.363746 + Penalty 15832.763389 = -108635956.600357
  nChanged 9149
		SP:Iteration 20F (4357.630000 sec): 3 clusters
  Score: Raw -108659217.449885 + Penalty 15832.763389 = -108643384.686495
  nChanged 4609
		SP:Iteration 21Q (4360.260000 sec): 3 clusters
  Score: Raw -108662850.559864 + Penalty 15832.763389 = -108647017.796475
  nChanged 2065
		SP:Iteration 22Q (4362.650000 sec): 3 clusters
  Score: Raw -108664524.353369 + Penalty 15832.763389 = -108648691.589980
  nChanged 842
		SP:Iteration 23Q (4364.890000 sec): 3 clusters
  Score: Raw -108665238.758231 + Penalty 15832.763389 = -108649405.994841
  nChanged 439
		SP:Iteration 24Q (4367.050000 sec): 3 clusters
  Score: Raw -108665626.221986 + Penalty 15832.763389 = -108649793.458597
  nChanged 221
		SP:Iteration 25Q (4369.170000 sec): 3 clusters
  Score: Raw -108665836.467082 + Penalty 15832.763389 = -108650003.703693
  nChanged 126
		SP:Iteration 26Q (4371.270000 sec): 3 clusters
  Score: Raw -108665943.481639 + Penalty 15832.763389 = -108650110.718250
  nChanged 71
		SP:Iteration 27Q (4373.360000 sec): 3 clusters
  Score: Raw -108666009.218681 + Penalty 15832.763389 = -108650176.455292
  nChanged 49
		SP:Iteration 28Q (4375.430000 sec): 3 clusters
  Score: Raw -108666053.435083 + Penalty 15832.763389 = -108650220.671694
  nChanged 33
		SP:Iteration 29Q (4377.510000 sec): 3 clusters
  Score: Raw -108666084.852371 + Penalty 15832.763389 = -108650252.088982
  nChanged 28
		SP:Iteration 30Q (4379.590000 sec): 3 clusters
  Score: Raw -108666111.772450 + Penalty 15832.763389 = -108650279.009061
  nChanged 23
		SP:Iteration 31Q (4381.650000 sec): 3 clusters
  Score: Raw -108666134.524834 + Penalty 15832.763389 = -108650301.761445
  nChanged 17
		SP:Iteration 32Q (4383.730000 sec): 3 clusters
  Score: Raw -108666149.755249 + Penalty 15832.763389 = -108650316.991859
  nChanged 11
		SP:Iteration 33Q (4385.790000 sec): 3 clusters
  Score: Raw -108666158.979447 + Penalty 15832.763389 = -108650326.216057
  nChanged 10
		SP:Iteration 34Q (4387.850000 sec): 3 clusters
  Score: Raw -108666168.676475 + Penalty 15832.763389 = -108650335.913085
  nChanged 10
		SP:Iteration 35Q (4389.910000 sec): 3 clusters
  Score: Raw -108666176.199679 + Penalty 15832.763389 = -108650343.436289
  nChanged 4
		SP:Iteration 36Q (4391.980000 sec): 3 clusters
  Score: Raw -108666180.595090 + Penalty 15832.763389 = -108650347.831701
  nChanged 4
		SP:Iteration 37Q (4394.030000 sec): 3 clusters
  Score: Raw -108666183.734189 + Penalty 15832.763389 = -108650350.970800
  nChanged 5
		SP:Iteration 38Q (4396.090000 sec): 3 clusters
  Score: Raw -108666188.037997 + Penalty 15832.763389 = -108650355.274608
  nChanged 5
		SP:Iteration 39Q (4398.160000 sec): 3 clusters
  Score: Raw -108666191.925817 + Penalty 15832.763389 = -108650359.162428
  nChanged 6
		SP:Iteration 40F (4401.250000 sec): 3 clusters
  Score: Raw -108666197.462105 + Penalty 15832.763389 = -108650364.698716
  nChanged 4
		SP:Iteration 41Q (4403.340000 sec): 3 clusters
  Score: Raw -108666200.797964 + Penalty 15832.763389 = -108650368.034575
  nChanged 5
		SP:Iteration 42Q (4405.430000 sec): 3 clusters
  Score: Raw -108666205.160161 + Penalty 15832.763389 = -108650372.396772
  nChanged 5
		SP:Iteration 43Q (4407.510000 sec): 3 clusters
  Score: Raw -108666208.213603 + Penalty 15832.763389 = -108650375.450214
  nChanged 6
		SP:Iteration 44Q (4409.580000 sec): 3 clusters
  Score: Raw -108666212.499384 + Penalty 15832.763389 = -108650379.735995
  nChanged 5
		SP:Iteration 45Q (4411.650000 sec): 3 clusters
  Score: Raw -108666216.174729 + Penalty 15832.763389 = -108650383.411340
  nChanged 5
		SP:Iteration 46Q (4413.730000 sec): 3 clusters
  Score: Raw -108666220.402013 + Penalty 15832.763389 = -108650387.638623
  nChanged 1
		SP:Iteration 47Q (4415.800000 sec): 3 clusters
  Score: Raw -108666221.444727 + Penalty 15832.763389 = -108650388.681337
  nChanged 1
		SP:Iteration 48Q (4417.870000 sec): 3 clusters
  Score: Raw -108666222.450593 + Penalty 15832.763389 = -108650389.687204
  nChanged 1
		SP:Iteration 49Q (4419.940000 sec): 3 clusters
  Score: Raw -108666223.616259 + Penalty 15832.763389 = -108650390.852870
  nChanged 2
		SP:Iteration 50Q (4422.020000 sec): 3 clusters
  Score: Raw -108666224.918820 + Penalty 15832.763389 = -108650392.155431
  nChanged 2
		SP:Iteration 51Q (4424.110000 sec): 3 clusters
  Score: Raw -108666226.087482 + Penalty 15832.763389 = -108650393.324093
  nChanged 1
		SP:Iteration 52Q (4426.180000 sec): 3 clusters
  Score: Raw -108666226.409283 + Penalty 15832.763389 = -108650393.645894
  nChanged 0
		SP:Iteration 53F (4429.250000 sec): 3 clusters
  Score: Raw -108666226.409283 + Penalty 15832.763389 = -108650393.645894
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 14 (23365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4429.650000 sec): 2 clusters
  Score: Raw -6215248.914705 + Penalty 6161.134104 = -6209087.780601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4429.830000 sec): 3 clusters
  Score: Raw -6202721.713683 + Penalty 12322.268208 = -6190399.445475
  nChanged 9604
		SP:Iteration 1F (4430.000000 sec): 3 clusters
  Score: Raw -6207856.572376 + Penalty 12322.268208 = -6195534.304169
  nChanged 1595
		SP:Iteration 2F (4430.180000 sec): 3 clusters
  Score: Raw -6208641.267648 + Penalty 12322.268208 = -6196318.999441
  nChanged 1219
		SP:Iteration 3F (4430.360000 sec): 3 clusters
  Score: Raw -6209226.168473 + Penalty 12322.268208 = -6196903.900266
  nChanged 1039
		SP:Iteration 4Q (4430.540000 sec): 3 clusters
  Score: Raw -6209751.369834 + Penalty 12322.268208 = -6197429.101627
  nChanged 998
		SP:Iteration 5Q (4430.710000 sec): 3 clusters
  Score: Raw -6210310.063686 + Penalty 12322.268208 = -6197987.795478
  nChanged 1098
		SP:Iteration 6Q (4430.890000 sec): 3 clusters
  Score: Raw -6211051.786971 + Penalty 12322.268208 = -6198729.518763
  nChanged 1226
		SP:Iteration 7F (4431.070000 sec): 3 clusters
  Score: Raw -6212033.810938 + Penalty 12322.268208 = -6199711.542731
  nChanged 1383
		SP:Iteration 8F (4431.250000 sec): 3 clusters
  Score: Raw -6213258.367830 + Penalty 12322.268208 = -6200936.099623
  nChanged 1470
		SP:Iteration 9F (4431.430000 sec): 3 clusters
  Score: Raw -6214605.918394 + Penalty 12322.268208 = -6202283.650186
  nChanged 1312
		SP:Iteration 10F (4431.610000 sec): 3 clusters
  Score: Raw -6215657.982922 + Penalty 12322.268208 = -6203335.714714
  nChanged 1082
		SP:Iteration 11Q (4431.780000 sec): 3 clusters
  Score: Raw -6216438.791777 + Penalty 12322.268208 = -6204116.523570
  nChanged 866
		SP:Iteration 12Q (4431.950000 sec): 3 clusters
  Score: Raw -6216948.802523 + Penalty 12322.268208 = -6204626.534315
  nChanged 646
		SP:Iteration 13Q (4432.130000 sec): 3 clusters
  Score: Raw -6217268.315893 + Penalty 12322.268208 = -6204946.047685
  nChanged 462
		SP:Iteration 14Q (4432.300000 sec): 3 clusters
  Score: Raw -6217444.775389 + Penalty 12322.268208 = -6205122.507182
  nChanged 320
		SP:Iteration 15Q (4432.470000 sec): 3 clusters
  Score: Raw -6217553.717984 + Penalty 12322.268208 = -6205231.449777
  nChanged 238
		SP:Iteration 16Q (4432.640000 sec): 3 clusters
  Score: Raw -6217621.338958 + Penalty 12322.268208 = -6205299.070750
  nChanged 175
		SP:Iteration 17Q (4432.810000 sec): 3 clusters
  Score: Raw -6217665.396347 + Penalty 12322.268208 = -6205343.128139
  nChanged 144
		SP:Iteration 18Q (4432.990000 sec): 3 clusters
  Score: Raw -6217697.457917 + Penalty 12322.268208 = -6205375.189710
  nChanged 109
		SP:Iteration 19Q (4433.160000 sec): 3 clusters
  Score: Raw -6217721.181687 + Penalty 12322.268208 = -6205398.913479
  nChanged 87
		SP:Iteration 20F (4433.340000 sec): 3 clusters
  Score: Raw -6217738.066409 + Penalty 12322.268208 = -6205415.798201
  nChanged 77
		SP:Iteration 21Q (4433.510000 sec): 3 clusters
  Score: Raw -6217754.750904 + Penalty 12322.268208 = -6205432.482697
  nChanged 64
		SP:Iteration 22Q (4433.680000 sec): 3 clusters
  Score: Raw -6217768.070946 + Penalty 12322.268208 = -6205445.802738
  nChanged 62
		SP:Iteration 23Q (4433.850000 sec): 3 clusters
  Score: Raw -6217778.873857 + Penalty 12322.268208 = -6205456.605649
  nChanged 47
		SP:Iteration 24Q (4434.020000 sec): 3 clusters
  Score: Raw -6217786.468426 + Penalty 12322.268208 = -6205464.200218
  nChanged 44
		SP:Iteration 25Q (4434.190000 sec): 3 clusters
  Score: Raw -6217793.885868 + Penalty 12322.268208 = -6205471.617660
  nChanged 42
		SP:Iteration 26Q (4434.370000 sec): 3 clusters
  Score: Raw -6217800.886354 + Penalty 12322.268208 = -6205478.618146
  nChanged 33
		SP:Iteration 27Q (4434.540000 sec): 3 clusters
  Score: Raw -6217806.102363 + Penalty 12322.268208 = -6205483.834156
  nChanged 35
		SP:Iteration 28Q (4434.710000 sec): 3 clusters
  Score: Raw -6217811.434772 + Penalty 12322.268208 = -6205489.166564
  nChanged 34
		SP:Iteration 29Q (4434.880000 sec): 3 clusters
  Score: Raw -6217817.063225 + Penalty 12322.268208 = -6205494.795018
  nChanged 36
		SP:Iteration 30Q (4435.050000 sec): 3 clusters
  Score: Raw -6217822.634674 + Penalty 12322.268208 = -6205500.366466
  nChanged 33
		SP:Iteration 31Q (4435.230000 sec): 3 clusters
  Score: Raw -6217828.239774 + Penalty 12322.268208 = -6205505.971566
  nChanged 27
		SP:Iteration 32Q (4435.390000 sec): 3 clusters
  Score: Raw -6217832.780516 + Penalty 12322.268208 = -6205510.512309
  nChanged 38
		SP:Iteration 33Q (4435.570000 sec): 3 clusters
  Score: Raw -6217839.107309 + Penalty 12322.268208 = -6205516.839102
  nChanged 24
		SP:Iteration 34Q (4435.740000 sec): 3 clusters
  Score: Raw -6217842.839458 + Penalty 12322.268208 = -6205520.571251
  nChanged 31
		SP:Iteration 35Q (4435.910000 sec): 3 clusters
  Score: Raw -6217848.450381 + Penalty 12322.268208 = -6205526.182173
  nChanged 27
		SP:Iteration 36Q (4436.080000 sec): 3 clusters
  Score: Raw -6217852.513502 + Penalty 12322.268208 = -6205530.245295
  nChanged 21
		SP:Iteration 37Q (4436.250000 sec): 3 clusters
  Score: Raw -6217855.850834 + Penalty 12322.268208 = -6205533.582626
  nChanged 15
		SP:Iteration 38Q (4436.420000 sec): 3 clusters
  Score: Raw -6217858.071900 + Penalty 12322.268208 = -6205535.803693
  nChanged 15
		SP:Iteration 39Q (4436.590000 sec): 3 clusters
  Score: Raw -6217859.972762 + Penalty 12322.268208 = -6205537.704555
  nChanged 12
		SP:Iteration 40F (4436.770000 sec): 3 clusters
  Score: Raw -6217861.893983 + Penalty 12322.268208 = -6205539.625776
  nChanged 18
		SP:Iteration 41Q (4436.940000 sec): 3 clusters
  Score: Raw -6217864.694934 + Penalty 12322.268208 = -6205542.426726
  nChanged 16
		SP:Iteration 42Q (4437.110000 sec): 3 clusters
  Score: Raw -6217867.342759 + Penalty 12322.268208 = -6205545.074552
  nChanged 14
		SP:Iteration 43Q (4437.290000 sec): 3 clusters
  Score: Raw -6217868.932387 + Penalty 12322.268208 = -6205546.664179
  nChanged 13
		SP:Iteration 44Q (4437.460000 sec): 3 clusters
  Score: Raw -6217871.139879 + Penalty 12322.268208 = -6205548.871672
  nChanged 16
		SP:Iteration 45Q (4437.630000 sec): 3 clusters
  Score: Raw -6217873.252609 + Penalty 12322.268208 = -6205550.984401
  nChanged 7
		SP:Iteration 46Q (4437.800000 sec): 3 clusters
  Score: Raw -6217874.023238 + Penalty 12322.268208 = -6205551.755031
  nChanged 5
		SP:Iteration 47Q (4437.970000 sec): 3 clusters
  Score: Raw -6217874.735925 + Penalty 12322.268208 = -6205552.467717
  nChanged 4
		SP:Iteration 48Q (4438.150000 sec): 3 clusters
  Score: Raw -6217875.291685 + Penalty 12322.268208 = -6205553.023478
  nChanged 6
		SP:Iteration 49Q (4438.320000 sec): 3 clusters
  Score: Raw -6217876.166715 + Penalty 12322.268208 = -6205553.898508
  nChanged 4
		SP:Iteration 50Q (4438.490000 sec): 3 clusters
  Score: Raw -6217876.512895 + Penalty 12322.268208 = -6205554.244688
  nChanged 1
		SP:Iteration 51Q (4438.660000 sec): 3 clusters
  Score: Raw -6217876.728405 + Penalty 12322.268208 = -6205554.460197
  nChanged 0
		SP:Iteration 52F (4438.840000 sec): 3 clusters
  Score: Raw -6217876.728405 + Penalty 12322.268208 = -6205554.460197
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 15 (16396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4438.950000 sec): 2 clusters
  Score: Raw -4344523.499252 + Penalty 5944.185517 = -4338579.313735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4439.070000 sec): 3 clusters
  Score: Raw -4336291.431191 + Penalty 11888.371035 = -4324403.060156
  nChanged 6466
		SP:Iteration 1F (4439.200000 sec): 3 clusters
  Score: Raw -4339838.335087 + Penalty 11888.371035 = -4327949.964052
  nChanged 1184
		SP:Iteration 2F (4439.320000 sec): 3 clusters
  Score: Raw -4340429.126339 + Penalty 11888.371035 = -4328540.755304
  nChanged 766
		SP:Iteration 3Q (4439.450000 sec): 3 clusters
  Score: Raw -4340762.167349 + Penalty 11888.371035 = -4328873.796314
  nChanged 567
		SP:Iteration 4Q (4439.570000 sec): 3 clusters
  Score: Raw -4341010.892172 + Penalty 11888.371035 = -4329122.521137
  nChanged 479
		SP:Iteration 5Q (4439.700000 sec): 3 clusters
  Score: Raw -4341229.521355 + Penalty 11888.371035 = -4329341.150320
  nChanged 460
		SP:Iteration 6Q (4439.820000 sec): 3 clusters
  Score: Raw -4341445.575032 + Penalty 11888.371035 = -4329557.203997
  nChanged 439
		SP:Iteration 7Q (4439.950000 sec): 3 clusters
  Score: Raw -4341697.403916 + Penalty 11888.371035 = -4329809.032881
  nChanged 507
		SP:Iteration 8Q (4440.070000 sec): 3 clusters
  Score: Raw -4341989.937805 + Penalty 11888.371035 = -4330101.566770
  nChanged 563
		SP:Iteration 9Q (4440.200000 sec): 3 clusters
  Score: Raw -4342339.114612 + Penalty 11888.371035 = -4330450.743577
  nChanged 610
		SP:Iteration 10Q (4440.320000 sec): 3 clusters
  Score: Raw -4342725.584638 + Penalty 11888.371035 = -4330837.213603
  nChanged 654
		SP:Iteration 11Q (4440.450000 sec): 3 clusters
  Score: Raw -4343219.470885 + Penalty 11888.371035 = -4331331.099850
  nChanged 727
		SP:Iteration 12Q (4440.570000 sec): 3 clusters
  Score: Raw -4343751.269117 + Penalty 11888.371035 = -4331862.898082
  nChanged 730
		SP:Iteration 13Q (4440.690000 sec): 3 clusters
  Score: Raw -4344298.885134 + Penalty 11888.371035 = -4332410.514099
  nChanged 716
		SP:Iteration 14Q (4440.820000 sec): 3 clusters
  Score: Raw -4344815.348941 + Penalty 11888.371035 = -4332926.977906
  nChanged 651
		SP:Iteration 15Q (4440.940000 sec): 3 clusters
  Score: Raw -4345272.551187 + Penalty 11888.371035 = -4333384.180152
  nChanged 569
		SP:Iteration 16Q (4441.060000 sec): 3 clusters
  Score: Raw -4345652.799609 + Penalty 11888.371035 = -4333764.428574
  nChanged 476
		SP:Iteration 17Q (4441.180000 sec): 3 clusters
  Score: Raw -4345969.251639 + Penalty 11888.371035 = -4334080.880604
  nChanged 379
		SP:Iteration 18Q (4441.300000 sec): 3 clusters
  Score: Raw -4346209.102658 + Penalty 11888.371035 = -4334320.731623
  nChanged 360
		SP:Iteration 19Q (4441.430000 sec): 3 clusters
  Score: Raw -4346391.546725 + Penalty 11888.371035 = -4334503.175690
  nChanged 266
		SP:Iteration 20F (4441.550000 sec): 3 clusters
  Score: Raw -4346494.534941 + Penalty 11888.371035 = -4334606.163906
  nChanged 192
		SP:Iteration 21Q (4441.670000 sec): 3 clusters
  Score: Raw -4346553.972343 + Penalty 11888.371035 = -4334665.601308
  nChanged 146
		SP:Iteration 22Q (4441.790000 sec): 3 clusters
  Score: Raw -4346599.044574 + Penalty 11888.371035 = -4334710.673539
  nChanged 98
		SP:Iteration 23Q (4441.910000 sec): 3 clusters
  Score: Raw -4346625.095617 + Penalty 11888.371035 = -4334736.724582
  nChanged 85
		SP:Iteration 24Q (4442.030000 sec): 3 clusters
  Score: Raw -4346647.539321 + Penalty 11888.371035 = -4334759.168286
  nChanged 70
		SP:Iteration 25Q (4442.150000 sec): 3 clusters
  Score: Raw -4346665.525170 + Penalty 11888.371035 = -4334777.154135
  nChanged 57
		SP:Iteration 26Q (4442.270000 sec): 3 clusters
  Score: Raw -4346677.240869 + Penalty 11888.371035 = -4334788.869834
  nChanged 41
		SP:Iteration 27Q (4442.400000 sec): 3 clusters
  Score: Raw -4346685.913945 + Penalty 11888.371035 = -4334797.542910
  nChanged 29
		SP:Iteration 28Q (4442.520000 sec): 3 clusters
  Score: Raw -4346692.721117 + Penalty 11888.371035 = -4334804.350082
  nChanged 27
		SP:Iteration 29Q (4442.640000 sec): 3 clusters
  Score: Raw -4346697.802991 + Penalty 11888.371035 = -4334809.431956
  nChanged 19
		SP:Iteration 30Q (4442.760000 sec): 3 clusters
  Score: Raw -4346701.495052 + Penalty 11888.371035 = -4334813.124017
  nChanged 16
		SP:Iteration 31Q (4442.880000 sec): 3 clusters
  Score: Raw -4346705.352798 + Penalty 11888.371035 = -4334816.981763
  nChanged 13
		SP:Iteration 32Q (4443.000000 sec): 3 clusters
  Score: Raw -4346708.466635 + Penalty 11888.371035 = -4334820.095600
  nChanged 17
		SP:Iteration 33Q (4443.120000 sec): 3 clusters
  Score: Raw -4346711.817077 + Penalty 11888.371035 = -4334823.446042
  nChanged 15
		SP:Iteration 34Q (4443.250000 sec): 3 clusters
  Score: Raw -4346714.517523 + Penalty 11888.371035 = -4334826.146488
  nChanged 12
		SP:Iteration 35Q (4443.370000 sec): 3 clusters
  Score: Raw -4346717.298753 + Penalty 11888.371035 = -4334828.927718
  nChanged 9
		SP:Iteration 36Q (4443.490000 sec): 3 clusters
  Score: Raw -4346718.885044 + Penalty 11888.371035 = -4334830.514009
  nChanged 10
		SP:Iteration 37Q (4443.610000 sec): 3 clusters
  Score: Raw -4346720.648936 + Penalty 11888.371035 = -4334832.277901
  nChanged 12
		SP:Iteration 38Q (4443.730000 sec): 3 clusters
  Score: Raw -4346722.763242 + Penalty 11888.371035 = -4334834.392207
  nChanged 11
		SP:Iteration 39Q (4443.850000 sec): 3 clusters
  Score: Raw -4346724.843795 + Penalty 11888.371035 = -4334836.472760
  nChanged 16
		SP:Iteration 40F (4443.970000 sec): 3 clusters
  Score: Raw -4346728.222535 + Penalty 11888.371035 = -4334839.851500
  nChanged 16
		SP:Iteration 41Q (4444.090000 sec): 3 clusters
  Score: Raw -4346731.221085 + Penalty 11888.371035 = -4334842.850050
  nChanged 13
		SP:Iteration 42Q (4444.210000 sec): 3 clusters
  Score: Raw -4346733.688838 + Penalty 11888.371035 = -4334845.317803
  nChanged 6
		SP:Iteration 43Q (4444.340000 sec): 3 clusters
  Score: Raw -4346734.491062 + Penalty 11888.371035 = -4334846.120027
  nChanged 4
		SP:Iteration 44Q (4444.460000 sec): 3 clusters
  Score: Raw -4346735.137583 + Penalty 11888.371035 = -4334846.766548
  nChanged 0
		SP:Iteration 45F (4444.580000 sec): 3 clusters
  Score: Raw -4346735.137583 + Penalty 11888.371035 = -4334846.766548
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 16 (92537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4445.200000 sec): 2 clusters
  Score: Raw -24503858.335520 + Penalty 7004.160354 = -24496854.175166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4445.910000 sec): 3 clusters
  Score: Raw -24447746.728988 + Penalty 14008.320708 = -24433738.408279
  nChanged 42249
		SP:Iteration 1F (4446.630000 sec): 3 clusters
  Score: Raw -24471463.338821 + Penalty 14008.320708 = -24457455.018112
  nChanged 4922
		SP:Iteration 2F (4447.340000 sec): 3 clusters
  Score: Raw -24473749.686904 + Penalty 14008.320708 = -24459741.366196
  nChanged 5469
		SP:Iteration 3F (4448.040000 sec): 3 clusters
  Score: Raw -24476842.157106 + Penalty 14008.320708 = -24462833.836397
  nChanged 6215
		SP:Iteration 4F (4448.750000 sec): 3 clusters
  Score: Raw -24480764.122381 + Penalty 14008.320708 = -24466755.801673
  nChanged 6616
		SP:Iteration 5F (4449.460000 sec): 3 clusters
  Score: Raw -24485202.689026 + Penalty 14008.320708 = -24471194.368318
  nChanged 6457
		SP:Iteration 6F (4450.170000 sec): 3 clusters
  Score: Raw -24489594.559090 + Penalty 14008.320708 = -24475586.238381
  nChanged 5561
		SP:Iteration 7F (4450.880000 sec): 3 clusters
  Score: Raw -24493433.445961 + Penalty 14008.320708 = -24479425.125253
  nChanged 4680
		SP:Iteration 8F (4451.580000 sec): 3 clusters
  Score: Raw -24496661.760692 + Penalty 14008.320708 = -24482653.439984
  nChanged 3654
		SP:Iteration 9Q (4452.280000 sec): 3 clusters
  Score: Raw -24499166.331907 + Penalty 14008.320708 = -24485158.011199
  nChanged 2928
		SP:Iteration 10Q (4452.980000 sec): 3 clusters
  Score: Raw -24501188.914910 + Penalty 14008.320708 = -24487180.594201
  nChanged 2259
		SP:Iteration 11Q (4453.660000 sec): 3 clusters
  Score: Raw -24502695.275091 + Penalty 14008.320708 = -24488686.954383
  nChanged 1675
		SP:Iteration 12Q (4454.320000 sec): 3 clusters
  Score: Raw -24503769.052660 + Penalty 14008.320708 = -24489760.731952
  nChanged 1267
		SP:Iteration 13Q (4454.970000 sec): 3 clusters
  Score: Raw -24504504.219077 + Penalty 14008.320708 = -24490495.898369
  nChanged 947
		SP:Iteration 14Q (4455.590000 sec): 3 clusters
  Score: Raw -24505013.512292 + Penalty 14008.320708 = -24491005.191584
  nChanged 775
		SP:Iteration 15Q (4456.190000 sec): 3 clusters
  Score: Raw -24505402.201894 + Penalty 14008.320708 = -24491393.881186
  nChanged 608
		SP:Iteration 16Q (4456.780000 sec): 3 clusters
  Score: Raw -24505704.365288 + Penalty 14008.320708 = -24491696.044580
  nChanged 555
		SP:Iteration 17Q (4457.360000 sec): 3 clusters
  Score: Raw -24505991.024068 + Penalty 14008.320708 = -24491982.703360
  nChanged 504
		SP:Iteration 18Q (4457.930000 sec): 3 clusters
  Score: Raw -24506271.963868 + Penalty 14008.320708 = -24492263.643159
  nChanged 452
		SP:Iteration 19Q (4458.500000 sec): 3 clusters
  Score: Raw -24506562.975390 + Penalty 14008.320708 = -24492554.654682
  nChanged 407
		SP:Iteration 20F (4459.200000 sec): 3 clusters
  Score: Raw -24506848.927015 + Penalty 14008.320708 = -24492840.606307
  nChanged 378
		SP:Iteration 21Q (4459.740000 sec): 3 clusters
  Score: Raw -24507089.362527 + Penalty 14008.320708 = -24493081.041819
  nChanged 349
		SP:Iteration 22Q (4460.280000 sec): 3 clusters
  Score: Raw -24507317.008092 + Penalty 14008.320708 = -24493308.687383
  nChanged 364
		SP:Iteration 23Q (4460.810000 sec): 3 clusters
  Score: Raw -24507590.104563 + Penalty 14008.320708 = -24493581.783855
  nChanged 375
		SP:Iteration 24Q (4461.330000 sec): 3 clusters
  Score: Raw -24507854.212937 + Penalty 14008.320708 = -24493845.892228
  nChanged 398
		SP:Iteration 25Q (4461.850000 sec): 3 clusters
  Score: Raw -24508089.766620 + Penalty 14008.320708 = -24494081.445912
  nChanged 332
		SP:Iteration 26Q (4462.360000 sec): 3 clusters
  Score: Raw -24508257.798687 + Penalty 14008.320708 = -24494249.477979
  nChanged 305
		SP:Iteration 27Q (4462.880000 sec): 3 clusters
  Score: Raw -24508416.529384 + Penalty 14008.320708 = -24494408.208676
  nChanged 295
		SP:Iteration 28Q (4463.390000 sec): 3 clusters
  Score: Raw -24508540.049404 + Penalty 14008.320708 = -24494531.728696
  nChanged 266
		SP:Iteration 29Q (4463.900000 sec): 3 clusters
  Score: Raw -24508672.174811 + Penalty 14008.320708 = -24494663.854102
  nChanged 292
		SP:Iteration 30Q (4464.410000 sec): 3 clusters
  Score: Raw -24508837.284985 + Penalty 14008.320708 = -24494828.964276
  nChanged 338
		SP:Iteration 31Q (4464.940000 sec): 3 clusters
  Score: Raw -24509043.267592 + Penalty 14008.320708 = -24495034.946883
  nChanged 407
		SP:Iteration 32Q (4465.450000 sec): 3 clusters
  Score: Raw -24509287.102895 + Penalty 14008.320708 = -24495278.782187
  nChanged 413
		SP:Iteration 33Q (4465.960000 sec): 3 clusters
  Score: Raw -24509522.209918 + Penalty 14008.320708 = -24495513.889209
  nChanged 438
		SP:Iteration 34Q (4466.470000 sec): 3 clusters
  Score: Raw -24509776.782683 + Penalty 14008.320708 = -24495768.461975
  nChanged 449
		SP:Iteration 35Q (4466.980000 sec): 3 clusters
  Score: Raw -24510010.855259 + Penalty 14008.320708 = -24496002.534550
  nChanged 445
		SP:Iteration 36Q (4467.500000 sec): 3 clusters
  Score: Raw -24510225.750536 + Penalty 14008.320708 = -24496217.429828
  nChanged 396
		SP:Iteration 37Q (4468.010000 sec): 3 clusters
  Score: Raw -24510395.442161 + Penalty 14008.320708 = -24496387.121453
  nChanged 370
		SP:Iteration 38Q (4468.520000 sec): 3 clusters
  Score: Raw -24510555.976984 + Penalty 14008.320708 = -24496547.656276
  nChanged 339
		SP:Iteration 39Q (4469.040000 sec): 3 clusters
  Score: Raw -24510701.422255 + Penalty 14008.320708 = -24496693.101546
  nChanged 269
		SP:Iteration 40F (4469.740000 sec): 3 clusters
  Score: Raw -24511374.647633 + Penalty 14008.320708 = -24497366.326925
  nChanged 631
		SP:Iteration 41Q (4470.280000 sec): 3 clusters
  Score: Raw -24512001.022571 + Penalty 14008.320708 = -24497992.701862
  nChanged 729
		SP:Iteration 42Q (4470.820000 sec): 3 clusters
  Score: Raw -24512542.381141 + Penalty 14008.320708 = -24498534.060433
  nChanged 739
		SP:Iteration 43Q (4471.350000 sec): 3 clusters
  Score: Raw -24512962.974129 + Penalty 14008.320708 = -24498954.653420
  nChanged 629
		SP:Iteration 44Q (4471.890000 sec): 3 clusters
  Score: Raw -24513241.487695 + Penalty 14008.320708 = -24499233.166987
  nChanged 548
		SP:Iteration 45Q (4472.420000 sec): 3 clusters
  Score: Raw -24513431.876332 + Penalty 14008.320708 = -24499423.555624
  nChanged 383
		SP:Iteration 46Q (4472.950000 sec): 3 clusters
  Score: Raw -24513536.145941 + Penalty 14008.320708 = -24499527.825233
  nChanged 290
		SP:Iteration 47Q (4473.480000 sec): 3 clusters
  Score: Raw -24513600.210282 + Penalty 14008.320708 = -24499591.889574
  nChanged 221
		SP:Iteration 48Q (4474.010000 sec): 3 clusters
  Score: Raw -24513636.232572 + Penalty 14008.320708 = -24499627.911864
  nChanged 141
		SP:Iteration 49Q (4474.550000 sec): 3 clusters
  Score: Raw -24513653.846363 + Penalty 14008.320708 = -24499645.525655
  nChanged 87
		SP:Iteration 50Q (4475.080000 sec): 3 clusters
  Score: Raw -24513663.763040 + Penalty 14008.320708 = -24499655.442332
  nChanged 76
		SP:Iteration 51Q (4475.610000 sec): 3 clusters
  Score: Raw -24513672.237387 + Penalty 14008.320708 = -24499663.916679
  nChanged 51
		SP:Iteration 52Q (4476.150000 sec): 3 clusters
  Score: Raw -24513677.344042 + Penalty 14008.320708 = -24499669.023334
  nChanged 47
		SP:Iteration 53Q (4476.680000 sec): 3 clusters
  Score: Raw -24513681.515995 + Penalty 14008.320708 = -24499673.195287
  nChanged 33
		SP:Iteration 54Q (4477.230000 sec): 3 clusters
  Score: Raw -24513684.018095 + Penalty 14008.320708 = -24499675.697386
  nChanged 13
		SP:Iteration 55Q (4477.760000 sec): 3 clusters
  Score: Raw -24513685.084271 + Penalty 14008.320708 = -24499676.763562
  nChanged 9
		SP:Iteration 56Q (4478.290000 sec): 3 clusters
  Score: Raw -24513685.753984 + Penalty 14008.320708 = -24499677.433276
  nChanged 10
		SP:Iteration 57Q (4478.820000 sec): 3 clusters
  Score: Raw -24513686.545957 + Penalty 14008.320708 = -24499678.225249
  nChanged 8
		SP:Iteration 58Q (4479.360000 sec): 3 clusters
  Score: Raw -24513687.130253 + Penalty 14008.320708 = -24499678.809545
  nChanged 7
		SP:Iteration 59Q (4479.890000 sec): 3 clusters
  Score: Raw -24513687.603869 + Penalty 14008.320708 = -24499679.283160
  nChanged 7
		SP:Iteration 60F (4480.590000 sec): 3 clusters
  Score: Raw -24513689.348739 + Penalty 14008.320708 = -24499681.028031
  nChanged 9
		SP:Iteration 61Q (4481.160000 sec): 3 clusters
  Score: Raw -24513690.176269 + Penalty 14008.320708 = -24499681.855560
  nChanged 10
		SP:Iteration 62Q (4481.720000 sec): 3 clusters
  Score: Raw -24513690.839858 + Penalty 14008.320708 = -24499682.519150
  nChanged 12
		SP:Iteration 63Q (4482.270000 sec): 3 clusters
  Score: Raw -24513691.466120 + Penalty 14008.320708 = -24499683.145412
  nChanged 9
		SP:Iteration 64Q (4482.830000 sec): 3 clusters
  Score: Raw -24513691.998016 + Penalty 14008.320708 = -24499683.677308
  nChanged 8
		SP:Iteration 65Q (4483.380000 sec): 3 clusters
  Score: Raw -24513692.717291 + Penalty 14008.320708 = -24499684.396583
  nChanged 10
		SP:Iteration 66Q (4483.940000 sec): 3 clusters
  Score: Raw -24513693.512124 + Penalty 14008.320708 = -24499685.191416
  nChanged 11
		SP:Iteration 67Q (4484.490000 sec): 3 clusters
  Score: Raw -24513694.265122 + Penalty 14008.320708 = -24499685.944414
  nChanged 9
		SP:Iteration 68Q (4485.050000 sec): 3 clusters
  Score: Raw -24513694.981240 + Penalty 14008.320708 = -24499686.660532
  nChanged 12
		SP:Iteration 69Q (4485.600000 sec): 3 clusters
  Score: Raw -24513696.102447 + Penalty 14008.320708 = -24499687.781738
  nChanged 10
		SP:Iteration 70Q (4486.160000 sec): 3 clusters
  Score: Raw -24513696.778042 + Penalty 14008.320708 = -24499688.457333
  nChanged 10
		SP:Iteration 71Q (4486.720000 sec): 3 clusters
  Score: Raw -24513697.491710 + Penalty 14008.320708 = -24499689.171002
  nChanged 8
		SP:Iteration 72Q (4487.280000 sec): 3 clusters
  Score: Raw -24513698.082200 + Penalty 14008.320708 = -24499689.761492
  nChanged 8
		SP:Iteration 73Q (4487.830000 sec): 3 clusters
  Score: Raw -24513698.565934 + Penalty 14008.320708 = -24499690.245226
  nChanged 4
		SP:Iteration 74Q (4488.390000 sec): 3 clusters
  Score: Raw -24513698.763420 + Penalty 14008.320708 = -24499690.442712
  nChanged 4
		SP:Iteration 75Q (4488.940000 sec): 3 clusters
  Score: Raw -24513699.065551 + Penalty 14008.320708 = -24499690.744842
  nChanged 3
		SP:Iteration 76Q (4489.500000 sec): 3 clusters
  Score: Raw -24513699.231411 + Penalty 14008.320708 = -24499690.910703
  nChanged 4
		SP:Iteration 77Q (4490.050000 sec): 3 clusters
  Score: Raw -24513699.461591 + Penalty 14008.320708 = -24499691.140883
  nChanged 4
		SP:Iteration 78Q (4490.610000 sec): 3 clusters
  Score: Raw -24513699.740457 + Penalty 14008.320708 = -24499691.419749
  nChanged 2
		SP:Iteration 79Q (4491.160000 sec): 3 clusters
  Score: Raw -24513699.879438 + Penalty 14008.320708 = -24499691.558730
  nChanged 3
		SP:Iteration 80F (4491.870000 sec): 3 clusters
  Score: Raw -24513700.079655 + Penalty 14008.320708 = -24499691.758947
  nChanged 2
		SP:Iteration 81Q (4492.420000 sec): 3 clusters
  Score: Raw -24513700.204310 + Penalty 14008.320708 = -24499691.883601
  nChanged 1
		SP:Iteration 82Q (4492.980000 sec): 3 clusters
  Score: Raw -24513700.242729 + Penalty 14008.320708 = -24499691.922020
  nChanged 0
		SP:Iteration 83F (4493.680000 sec): 3 clusters
  Score: Raw -24513700.242729 + Penalty 14008.320708 = -24499691.922020
  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 23.66 GB.

 Trying to split cluster 17 (233237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4495.200000 sec): 2 clusters
  Score: Raw -62074729.986297 + Penalty 7570.383860 = -62067159.602438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4496.990000 sec): 3 clusters
  Score: Raw -61925973.044826 + Penalty 15140.767719 = -61910832.277107
  nChanged 109741
		SP:Iteration 1F (4498.770000 sec): 3 clusters
  Score: Raw -61990324.305388 + Penalty 15140.767719 = -61975183.537669
  nChanged 8751
		SP:Iteration 2Q (4500.560000 sec): 3 clusters
  Score: Raw -61993042.420914 + Penalty 15140.767719 = -61977901.653195
  nChanged 9318
		SP:Iteration 3Q (4502.360000 sec): 3 clusters
  Score: Raw -61996403.005746 + Penalty 15140.767719 = -61981262.238027
  nChanged 10249
		SP:Iteration 4Q (4504.160000 sec): 3 clusters
  Score: Raw -62000452.974075 + Penalty 15140.767719 = -61985312.206356
  nChanged 11302
		SP:Iteration 5Q (4505.960000 sec): 3 clusters
  Score: Raw -62005406.188201 + Penalty 15140.767719 = -61990265.420482
  nChanged 12510
		SP:Iteration 6F (4507.740000 sec): 3 clusters
  Score: Raw -62011628.397383 + Penalty 15140.767719 = -61996487.629663
  nChanged 13981
		SP:Iteration 7F (4509.520000 sec): 3 clusters
  Score: Raw -62019703.191931 + Penalty 15140.767719 = -62004562.424212
  nChanged 15449
		SP:Iteration 8F (4511.290000 sec): 3 clusters
  Score: Raw -62030271.722139 + Penalty 15140.767719 = -62015130.954420
  nChanged 16064
		SP:Iteration 9F (4513.070000 sec): 3 clusters
  Score: Raw -62042481.682336 + Penalty 15140.767719 = -62027340.914616
  nChanged 14573
		SP:Iteration 10F (4514.850000 sec): 3 clusters
  Score: Raw -62053913.784258 + Penalty 15140.767719 = -62038773.016539
  nChanged 11398
		SP:Iteration 11Q (4516.590000 sec): 3 clusters
  Score: Raw -62062873.059499 + Penalty 15140.767719 = -62047732.291780
  nChanged 7932
		SP:Iteration 12Q (4518.310000 sec): 3 clusters
  Score: Raw -62069193.654878 + Penalty 15140.767719 = -62054052.887159
  nChanged 4864
		SP:Iteration 13Q (4519.970000 sec): 3 clusters
  Score: Raw -62073119.377621 + Penalty 15140.767719 = -62057978.609902
  nChanged 2770
		SP:Iteration 14Q (4521.530000 sec): 3 clusters
  Score: Raw -62075305.517134 + Penalty 15140.767719 = -62060164.749415
  nChanged 1713
		SP:Iteration 15Q (4522.990000 sec): 3 clusters
  Score: Raw -62076537.907444 + Penalty 15140.767719 = -62061397.139725
  nChanged 1166
		SP:Iteration 16Q (4524.370000 sec): 3 clusters
  Score: Raw -62077289.470437 + Penalty 15140.767719 = -62062148.702718
  nChanged 892
		SP:Iteration 17Q (4525.710000 sec): 3 clusters
  Score: Raw -62077882.542941 + Penalty 15140.767719 = -62062741.775222
  nChanged 726
		SP:Iteration 18Q (4527.040000 sec): 3 clusters
  Score: Raw -62078447.021631 + Penalty 15140.767719 = -62063306.253911
  nChanged 689
		SP:Iteration 19Q (4528.320000 sec): 3 clusters
  Score: Raw -62079026.237371 + Penalty 15140.767719 = -62063885.469652
  nChanged 683
		SP:Iteration 20F (4530.090000 sec): 3 clusters
  Score: Raw -62079659.032954 + Penalty 15140.767719 = -62064518.265235
  nChanged 676
		SP:Iteration 21Q (4531.350000 sec): 3 clusters
  Score: Raw -62080254.367960 + Penalty 15140.767719 = -62065113.600241
  nChanged 639
		SP:Iteration 22Q (4532.600000 sec): 3 clusters
  Score: Raw -62080650.693721 + Penalty 15140.767719 = -62065509.926002
  nChanged 535
		SP:Iteration 23Q (4533.840000 sec): 3 clusters
  Score: Raw -62080870.764523 + Penalty 15140.767719 = -62065729.996803
  nChanged 417
		SP:Iteration 24Q (4535.070000 sec): 3 clusters
  Score: Raw -62080985.347221 + Penalty 15140.767719 = -62065844.579502
  nChanged 280
		SP:Iteration 25Q (4536.310000 sec): 3 clusters
  Score: Raw -62081049.006342 + Penalty 15140.767719 = -62065908.238623
  nChanged 198
		SP:Iteration 26Q (4537.550000 sec): 3 clusters
  Score: Raw -62081086.165208 + Penalty 15140.767719 = -62065945.397489
  nChanged 146
		SP:Iteration 27Q (4538.790000 sec): 3 clusters
  Score: Raw -62081107.135989 + Penalty 15140.767719 = -62065966.368270
  nChanged 101
		SP:Iteration 28Q (4540.030000 sec): 3 clusters
  Score: Raw -62081120.222774 + Penalty 15140.767719 = -62065979.455054
  nChanged 80
		SP:Iteration 29Q (4541.260000 sec): 3 clusters
  Score: Raw -62081130.399904 + Penalty 15140.767719 = -62065989.632184
  nChanged 73
		SP:Iteration 30Q (4542.500000 sec): 3 clusters
  Score: Raw -62081139.485221 + Penalty 15140.767719 = -62065998.717502
  nChanged 43
		SP:Iteration 31Q (4543.740000 sec): 3 clusters
  Score: Raw -62081143.862486 + Penalty 15140.767719 = -62066003.094767
  nChanged 37
		SP:Iteration 32Q (4544.980000 sec): 3 clusters
  Score: Raw -62081147.806332 + Penalty 15140.767719 = -62066007.038613
  nChanged 30
		SP:Iteration 33Q (4546.210000 sec): 3 clusters
  Score: Raw -62081151.028020 + Penalty 15140.767719 = -62066010.260301
  nChanged 21
		SP:Iteration 34Q (4547.450000 sec): 3 clusters
  Score: Raw -62081153.492582 + Penalty 15140.767719 = -62066012.724863
  nChanged 27
		SP:Iteration 35Q (4548.690000 sec): 3 clusters
  Score: Raw -62081156.460246 + Penalty 15140.767719 = -62066015.692527
  nChanged 15
		SP:Iteration 36Q (4549.920000 sec): 3 clusters
  Score: Raw -62081158.099174 + Penalty 15140.767719 = -62066017.331455
  nChanged 15
		SP:Iteration 37Q (4551.160000 sec): 3 clusters
  Score: Raw -62081159.471691 + Penalty 15140.767719 = -62066018.703972
  nChanged 14
		SP:Iteration 38Q (4552.400000 sec): 3 clusters
  Score: Raw -62081160.797360 + Penalty 15140.767719 = -62066020.029641
  nChanged 5
		SP:Iteration 39Q (4553.630000 sec): 3 clusters
  Score: Raw -62081161.268194 + Penalty 15140.767719 = -62066020.500475
  nChanged 4
		SP:Iteration 40F (4555.400000 sec): 3 clusters
  Score: Raw -62081161.569187 + Penalty 15140.767719 = -62066020.801468
  nChanged 1
		SP:Iteration 41Q (4556.640000 sec): 3 clusters
  Score: Raw -62081161.630398 + Penalty 15140.767719 = -62066020.862678
  nChanged 1
		SP:Iteration 42Q (4557.890000 sec): 3 clusters
  Score: Raw -62081161.738741 + Penalty 15140.767719 = -62066020.971022
  nChanged 0
		SP:Iteration 43F (4559.650000 sec): 3 clusters
  Score: Raw -62081161.738741 + Penalty 15140.767719 = -62066020.971022
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 18 (1637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4559.800000 sec): 2 clusters
  Score: Raw -324354.701210 + Penalty 4532.880104 = -319821.821107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4559.810000 sec): 3 clusters
  Score: Raw -326148.088224 + Penalty 9065.760207 = -317082.328017
  nChanged 617
		SP:Iteration 1F (4559.820000 sec): 3 clusters
  Score: Raw -332694.378125 + Penalty 9065.760207 = -323628.617918
  nChanged 201
		SP:Iteration 2F (4559.840000 sec): 3 clusters
  Score: Raw -336824.569604 + Penalty 9065.760207 = -327758.809396
  nChanged 104
		SP:Iteration 3F (4559.850000 sec): 3 clusters
  Score: Raw -338776.098468 + Penalty 9065.760207 = -329710.338261
  nChanged 48
		SP:Iteration 4Q (4559.860000 sec): 3 clusters
  Score: Raw -339445.488382 + Penalty 9065.760207 = -330379.728175
  nChanged 19
		SP:Iteration 5Q (4559.870000 sec): 3 clusters
  Score: Raw -339588.097578 + Penalty 9065.760207 = -330522.337371
  nChanged 13
		SP:Iteration 6Q (4559.880000 sec): 3 clusters
  Score: Raw -339691.017900 + Penalty 9065.760207 = -330625.257693
  nChanged 15
		SP:Iteration 7Q (4559.880000 sec): 3 clusters
  Score: Raw -339804.301873 + Penalty 9065.760207 = -330738.541665
  nChanged 9
		SP:Iteration 8Q (4559.890000 sec): 3 clusters
  Score: Raw -339921.746031 + Penalty 9065.760207 = -330855.985824
  nChanged 11
		SP:Iteration 9Q (4559.900000 sec): 3 clusters
  Score: Raw -340075.952830 + Penalty 9065.760207 = -331010.192623
  nChanged 10
		SP:Iteration 10Q (4559.910000 sec): 3 clusters
  Score: Raw -340168.231548 + Penalty 9065.760207 = -331102.471340
  nChanged 10
		SP:Iteration 11Q (4559.920000 sec): 3 clusters
  Score: Raw -340264.105246 + Penalty 9065.760207 = -331198.345039
  nChanged 7
		SP:Iteration 12Q (4559.930000 sec): 3 clusters
  Score: Raw -340414.471107 + Penalty 9065.760207 = -331348.710899
  nChanged 5
		SP:Iteration 13Q (4559.940000 sec): 3 clusters
  Score: Raw -340473.989816 + Penalty 9065.760207 = -331408.229609
  nChanged 5
		SP:Iteration 14Q (4559.940000 sec): 3 clusters
  Score: Raw -340502.544635 + Penalty 9065.760207 = -331436.784428
  nChanged 4
		SP:Iteration 15Q (4559.950000 sec): 3 clusters
  Score: Raw -340526.138592 + Penalty 9065.760207 = -331460.378385
  nChanged 6
		SP:Iteration 16Q (4559.960000 sec): 3 clusters
  Score: Raw -340556.663538 + Penalty 9065.760207 = -331490.903330
  nChanged 10
		SP:Iteration 17Q (4559.970000 sec): 3 clusters
  Score: Raw -340594.019219 + Penalty 9065.760207 = -331528.259012
  nChanged 5
		SP:Iteration 18Q (4559.980000 sec): 3 clusters
  Score: Raw -340607.772524 + Penalty 9065.760207 = -331542.012317
  nChanged 3
		SP:Iteration 19Q (4559.980000 sec): 3 clusters
  Score: Raw -340620.642299 + Penalty 9065.760207 = -331554.882092
  nChanged 6
		SP:Iteration 20F (4560.000000 sec): 3 clusters
  Score: Raw -340694.877692 + Penalty 9065.760207 = -331629.117485
  nChanged 16
		SP:Iteration 21Q (4560.000000 sec): 3 clusters
  Score: Raw -340964.132703 + Penalty 9065.760207 = -331898.372496
  nChanged 24
		SP:Iteration 22Q (4560.020000 sec): 3 clusters
  Score: Raw -341318.287291 + Penalty 9065.760207 = -332252.527084
  nChanged 14
		SP:Iteration 23Q (4560.020000 sec): 3 clusters
  Score: Raw -341562.267998 + Penalty 9065.760207 = -332496.507791
  nChanged 19
		SP:Iteration 24Q (4560.030000 sec): 3 clusters
  Score: Raw -341749.639053 + Penalty 9065.760207 = -332683.878846
  nChanged 21
		SP:Iteration 25Q (4560.040000 sec): 3 clusters
  Score: Raw -341870.040131 + Penalty 9065.760207 = -332804.279924
  nChanged 14
		SP:Iteration 26Q (4560.050000 sec): 3 clusters
  Score: Raw -341931.788428 + Penalty 9065.760207 = -332866.028220
  nChanged 13
		SP:Iteration 27Q (4560.060000 sec): 3 clusters
  Score: Raw -341990.432061 + Penalty 9065.760207 = -332924.671854
  nChanged 10
		SP:Iteration 28Q (4560.060000 sec): 3 clusters
  Score: Raw -342024.264857 + Penalty 9065.760207 = -332958.504649
  nChanged 5
		SP:Iteration 29Q (4560.070000 sec): 3 clusters
  Score: Raw -342067.166172 + Penalty 9065.760207 = -333001.405964
  nChanged 4
		SP:Iteration 30Q (4560.080000 sec): 3 clusters
  Score: Raw -342090.545563 + Penalty 9065.760207 = -333024.785356
  nChanged 3
		SP:Iteration 31Q (4560.090000 sec): 3 clusters
  Score: Raw -342097.556854 + Penalty 9065.760207 = -333031.796646
  nChanged 3
		SP:Iteration 32Q (4560.100000 sec): 3 clusters
  Score: Raw -342103.999106 + Penalty 9065.760207 = -333038.238899
  nChanged 3
		SP:Iteration 33Q (4560.110000 sec): 3 clusters
  Score: Raw -342113.816334 + Penalty 9065.760207 = -333048.056127
  nChanged 3
		SP:Iteration 34Q (4560.120000 sec): 3 clusters
  Score: Raw -342121.889767 + Penalty 9065.760207 = -333056.129560
  nChanged 1
		SP:Iteration 35Q (4560.120000 sec): 3 clusters
  Score: Raw -342125.788302 + Penalty 9065.760207 = -333060.028094
  nChanged 1
		SP:Iteration 36Q (4560.130000 sec): 3 clusters
  Score: Raw -342135.905211 + Penalty 9065.760207 = -333070.145004
  nChanged 2
		SP:Iteration 37Q (4560.140000 sec): 3 clusters
  Score: Raw -342145.860120 + Penalty 9065.760207 = -333080.099913
  nChanged 0
		SP:Iteration 38F (4560.150000 sec): 3 clusters
  Score: Raw -342315.388716 + Penalty 9065.760207 = -333249.628508
  nChanged 7
		SP:Iteration 39Q (4560.160000 sec): 3 clusters
  Score: Raw -342683.772922 + Penalty 9065.760207 = -333618.012715
  nChanged 16
		SP:Iteration 40F (4560.170000 sec): 3 clusters
  Score: Raw -343211.579071 + Penalty 9065.760207 = -334145.818864
  nChanged 18
		SP:Iteration 41Q (4560.180000 sec): 3 clusters
  Score: Raw -343346.857956 + Penalty 9065.760207 = -334281.097748
  nChanged 5
		SP:Iteration 42Q (4560.190000 sec): 3 clusters
  Score: Raw -343410.205218 + Penalty 9065.760207 = -334344.445011
  nChanged 5
		SP:Iteration 43Q (4560.200000 sec): 3 clusters
  Score: Raw -343712.713803 + Penalty 9065.760207 = -334646.953596
  nChanged 7
		SP:Iteration 44Q (4560.210000 sec): 3 clusters
  Score: Raw -343850.815759 + Penalty 9065.760207 = -334785.055552
  nChanged 4
		SP:Iteration 45Q (4560.220000 sec): 3 clusters
  Score: Raw -343938.437753 + Penalty 9065.760207 = -334872.677546
  nChanged 5
		SP:Iteration 46Q (4560.220000 sec): 3 clusters
  Score: Raw -343976.904931 + Penalty 9065.760207 = -334911.144724
  nChanged 5
		SP:Iteration 47Q (4560.230000 sec): 3 clusters
  Score: Raw -344024.286900 + Penalty 9065.760207 = -334958.526692
  nChanged 3
		SP:Iteration 48Q (4560.240000 sec): 3 clusters
  Score: Raw -344028.633000 + Penalty 9065.760207 = -334962.872793
  nChanged 0
		SP:Iteration 49F (4560.250000 sec): 3 clusters
  Score: Raw -344172.291338 + Penalty 9065.760207 = -335106.531131
  nChanged 8
		SP:Iteration 50Q (4560.260000 sec): 3 clusters
  Score: Raw -345080.404753 + Penalty 9065.760207 = -336014.644546
  nChanged 11
		SP:Iteration 51Q (4560.270000 sec): 3 clusters
  Score: Raw -345621.058231 + Penalty 9065.760207 = -336555.298023
  nChanged 6
		SP:Iteration 52Q (4560.280000 sec): 3 clusters
  Score: Raw -345893.992395 + Penalty 9065.760207 = -336828.232188
  nChanged 7
		SP:Iteration 53Q (4560.290000 sec): 3 clusters
  Score: Raw -345979.071046 + Penalty 9065.760207 = -336913.310839
  nChanged 0
		SP:Iteration 54F (4560.300000 sec): 3 clusters
  Score: Raw -345979.071046 + Penalty 9065.760207 = -336913.310839
  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 23.66 GB.

 Trying to split cluster 19 (110376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4561.040000 sec): 2 clusters
  Score: Raw -29439975.955395 + Penalty 7112.134399 = -29432863.820997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4561.890000 sec): 3 clusters
  Score: Raw -29372263.193421 + Penalty 14224.268797 = -29358038.924623
  nChanged 50519
		SP:Iteration 1F (4562.740000 sec): 3 clusters
  Score: Raw -29400050.970689 + Penalty 14224.268797 = -29385826.701891
  nChanged 4398
		SP:Iteration 2Q (4563.590000 sec): 3 clusters
  Score: Raw -29401249.529843 + Penalty 14224.268797 = -29387025.261045
  nChanged 4058
		SP:Iteration 3Q (4564.450000 sec): 3 clusters
  Score: Raw -29402534.366494 + Penalty 14224.268797 = -29388310.097697
  nChanged 4319
		SP:Iteration 4Q (4565.300000 sec): 3 clusters
  Score: Raw -29404441.550943 + Penalty 14224.268797 = -29390217.282146
  nChanged 5457
		SP:Iteration 5Q (4566.150000 sec): 3 clusters
  Score: Raw -29407901.886440 + Penalty 14224.268797 = -29393677.617643
  nChanged 7361
		SP:Iteration 6F (4567.000000 sec): 3 clusters
  Score: Raw -29413860.553275 + Penalty 14224.268797 = -29399636.284478
  nChanged 9020
		SP:Iteration 7F (4567.840000 sec): 3 clusters
  Score: Raw -29421573.411586 + Penalty 14224.268797 = -29407349.142788
  nChanged 9177
		SP:Iteration 8F (4568.690000 sec): 3 clusters
  Score: Raw -29428377.100079 + Penalty 14224.268797 = -29414152.831282
  nChanged 7378
		SP:Iteration 9F (4569.530000 sec): 3 clusters
  Score: Raw -29432682.401176 + Penalty 14224.268797 = -29418458.132378
  nChanged 5263
		SP:Iteration 10Q (4570.360000 sec): 3 clusters
  Score: Raw -29435218.416837 + Penalty 14224.268797 = -29420994.148039
  nChanged 3705
		SP:Iteration 11Q (4571.200000 sec): 3 clusters
  Score: Raw -29436921.782941 + Penalty 14224.268797 = -29422697.514144
  nChanged 2835
		SP:Iteration 12Q (4572.020000 sec): 3 clusters
  Score: Raw -29438286.645774 + Penalty 14224.268797 = -29424062.376977
  nChanged 2585
		SP:Iteration 13Q (4572.850000 sec): 3 clusters
  Score: Raw -29439627.810534 + Penalty 14224.268797 = -29425403.541737
  nChanged 2416
		SP:Iteration 14Q (4573.680000 sec): 3 clusters
  Score: Raw -29440936.316021 + Penalty 14224.268797 = -29426712.047224
  nChanged 2112
		SP:Iteration 15Q (4574.510000 sec): 3 clusters
  Score: Raw -29442129.605099 + Penalty 14224.268797 = -29427905.336301
  nChanged 2016
		SP:Iteration 16Q (4575.320000 sec): 3 clusters
  Score: Raw -29443350.884426 + Penalty 14224.268797 = -29429126.615629
  nChanged 1761
		SP:Iteration 17Q (4576.130000 sec): 3 clusters
  Score: Raw -29444378.990646 + Penalty 14224.268797 = -29430154.721848
  nChanged 1493
		SP:Iteration 18Q (4576.910000 sec): 3 clusters
  Score: Raw -29445184.962285 + Penalty 14224.268797 = -29430960.693488
  nChanged 1236
		SP:Iteration 19Q (4577.670000 sec): 3 clusters
  Score: Raw -29445733.192814 + Penalty 14224.268797 = -29431508.924016
  nChanged 988
		SP:Iteration 20F (4578.510000 sec): 3 clusters
  Score: Raw -29446099.074285 + Penalty 14224.268797 = -29431874.805488
  nChanged 858
		SP:Iteration 21Q (4579.240000 sec): 3 clusters
  Score: Raw -29446405.364562 + Penalty 14224.268797 = -29432181.095765
  nChanged 767
		SP:Iteration 22Q (4579.960000 sec): 3 clusters
  Score: Raw -29446698.417957 + Penalty 14224.268797 = -29432474.149159
  nChanged 682
		SP:Iteration 23Q (4580.670000 sec): 3 clusters
  Score: Raw -29446981.244465 + Penalty 14224.268797 = -29432756.975668
  nChanged 665
		SP:Iteration 24Q (4581.380000 sec): 3 clusters
  Score: Raw -29447318.131853 + Penalty 14224.268797 = -29433093.863055
  nChanged 658
		SP:Iteration 25Q (4582.070000 sec): 3 clusters
  Score: Raw -29447673.303274 + Penalty 14224.268797 = -29433449.034477
  nChanged 600
		SP:Iteration 26Q (4582.750000 sec): 3 clusters
  Score: Raw -29448019.897585 + Penalty 14224.268797 = -29433795.628788
  nChanged 553
		SP:Iteration 27Q (4583.430000 sec): 3 clusters
  Score: Raw -29448304.620310 + Penalty 14224.268797 = -29434080.351513
  nChanged 481
		SP:Iteration 28Q (4584.090000 sec): 3 clusters
  Score: Raw -29448513.602306 + Penalty 14224.268797 = -29434289.333509
  nChanged 362
		SP:Iteration 29Q (4584.750000 sec): 3 clusters
  Score: Raw -29448637.394973 + Penalty 14224.268797 = -29434413.126175
  nChanged 301
		SP:Iteration 30Q (4585.400000 sec): 3 clusters
  Score: Raw -29448718.436328 + Penalty 14224.268797 = -29434494.167530
  nChanged 221
		SP:Iteration 31Q (4586.040000 sec): 3 clusters
  Score: Raw -29448767.556904 + Penalty 14224.268797 = -29434543.288106
  nChanged 166
		SP:Iteration 32Q (4586.680000 sec): 3 clusters
  Score: Raw -29448799.275244 + Penalty 14224.268797 = -29434575.006447
  nChanged 136
		SP:Iteration 33Q (4587.320000 sec): 3 clusters
  Score: Raw -29448822.318507 + Penalty 14224.268797 = -29434598.049709
  nChanged 106
		SP:Iteration 34Q (4587.950000 sec): 3 clusters
  Score: Raw -29448837.289576 + Penalty 14224.268797 = -29434613.020779
  nChanged 80
		SP:Iteration 35Q (4588.590000 sec): 3 clusters
  Score: Raw -29448847.556561 + Penalty 14224.268797 = -29434623.287764
  nChanged 50
		SP:Iteration 36Q (4589.230000 sec): 3 clusters
  Score: Raw -29448853.152184 + Penalty 14224.268797 = -29434628.883387
  nChanged 30
		SP:Iteration 37Q (4589.860000 sec): 3 clusters
  Score: Raw -29448855.931551 + Penalty 14224.268797 = -29434631.662754
  nChanged 25
		SP:Iteration 38Q (4590.490000 sec): 3 clusters
  Score: Raw -29448858.470896 + Penalty 14224.268797 = -29434634.202098
  nChanged 22
		SP:Iteration 39Q (4591.130000 sec): 3 clusters
  Score: Raw -29448860.649385 + Penalty 14224.268797 = -29434636.380587
  nChanged 26
		SP:Iteration 40F (4591.970000 sec): 3 clusters
  Score: Raw -29448862.552939 + Penalty 14224.268797 = -29434638.284142
  nChanged 13
		SP:Iteration 41Q (4592.610000 sec): 3 clusters
  Score: Raw -29448863.746705 + Penalty 14224.268797 = -29434639.477907
  nChanged 13
		SP:Iteration 42Q (4593.250000 sec): 3 clusters
  Score: Raw -29448865.152192 + Penalty 14224.268797 = -29434640.883394
  nChanged 17
		SP:Iteration 43Q (4593.890000 sec): 3 clusters
  Score: Raw -29448866.421712 + Penalty 14224.268797 = -29434642.152914
  nChanged 10
		SP:Iteration 44Q (4594.530000 sec): 3 clusters
  Score: Raw -29448867.305782 + Penalty 14224.268797 = -29434643.036984
  nChanged 6
		SP:Iteration 45Q (4595.170000 sec): 3 clusters
  Score: Raw -29448867.735595 + Penalty 14224.268797 = -29434643.466798
  nChanged 6
		SP:Iteration 46Q (4595.800000 sec): 3 clusters
  Score: Raw -29448868.261188 + Penalty 14224.268797 = -29434643.992390
  nChanged 6
		SP:Iteration 47Q (4596.430000 sec): 3 clusters
  Score: Raw -29448868.899578 + Penalty 14224.268797 = -29434644.630780
  nChanged 9
		SP:Iteration 48Q (4597.070000 sec): 3 clusters
  Score: Raw -29448869.656176 + Penalty 14224.268797 = -29434645.387379
  nChanged 9
		SP:Iteration 49Q (4597.700000 sec): 3 clusters
  Score: Raw -29448870.397550 + Penalty 14224.268797 = -29434646.128752
  nChanged 4
		SP:Iteration 50Q (4598.340000 sec): 3 clusters
  Score: Raw -29448870.564399 + Penalty 14224.268797 = -29434646.295601
  nChanged 3
		SP:Iteration 51Q (4598.970000 sec): 3 clusters
  Score: Raw -29448870.728476 + Penalty 14224.268797 = -29434646.459678
  nChanged 1
		SP:Iteration 52Q (4599.610000 sec): 3 clusters
  Score: Raw -29448870.813939 + Penalty 14224.268797 = -29434646.545142
  nChanged 1
		SP:Iteration 53Q (4600.250000 sec): 3 clusters
  Score: Raw -29448870.870529 + Penalty 14224.268797 = -29434646.601732
  nChanged 0
		SP:Iteration 54F (4601.080000 sec): 3 clusters
  Score: Raw -29448870.870529 + Penalty 14224.268797 = -29434646.601732
  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 23.66 GB.

 Trying to split cluster 20 (9322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4601.210000 sec): 2 clusters
  Score: Raw -2386898.709435 + Penalty 5598.331142 = -2381300.378293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4601.280000 sec): 3 clusters
  Score: Raw -2382780.204585 + Penalty 11196.662284 = -2371583.542301
  nChanged 3430
		SP:Iteration 1F (4601.350000 sec): 3 clusters
  Score: Raw -2385258.690913 + Penalty 11196.662284 = -2374062.028628
  nChanged 827
		SP:Iteration 2F (4601.420000 sec): 3 clusters
  Score: Raw -2386396.339410 + Penalty 11196.662284 = -2375199.677126
  nChanged 667
		SP:Iteration 3F (4601.490000 sec): 3 clusters
  Score: Raw -2387394.487008 + Penalty 11196.662284 = -2376197.824724
  nChanged 637
		SP:Iteration 4F (4601.560000 sec): 3 clusters
  Score: Raw -2388873.475126 + Penalty 11196.662284 = -2377676.812842
  nChanged 661
		SP:Iteration 5F (4601.630000 sec): 3 clusters
  Score: Raw -2390582.824235 + Penalty 11196.662284 = -2379386.161951
  nChanged 623
		SP:Iteration 6F (4601.700000 sec): 3 clusters
  Score: Raw -2391449.208086 + Penalty 11196.662284 = -2380252.545801
  nChanged 468
		SP:Iteration 7F (4601.770000 sec): 3 clusters
  Score: Raw -2391933.524865 + Penalty 11196.662284 = -2380736.862581
  nChanged 381
		SP:Iteration 8Q (4601.830000 sec): 3 clusters
  Score: Raw -2392287.608223 + Penalty 11196.662284 = -2381090.945938
  nChanged 343
		SP:Iteration 9Q (4601.900000 sec): 3 clusters
  Score: Raw -2392554.471571 + Penalty 11196.662284 = -2381357.809286
  nChanged 304
		SP:Iteration 10Q (4601.960000 sec): 3 clusters
  Score: Raw -2392835.029555 + Penalty 11196.662284 = -2381638.367270
  nChanged 340
		SP:Iteration 11Q (4602.020000 sec): 3 clusters
  Score: Raw -2393195.931180 + Penalty 11196.662284 = -2381999.268896
  nChanged 351
		SP:Iteration 12Q (4602.080000 sec): 3 clusters
  Score: Raw -2393614.025745 + Penalty 11196.662284 = -2382417.363460
  nChanged 370
		SP:Iteration 13Q (4602.140000 sec): 3 clusters
  Score: Raw -2394083.060599 + Penalty 11196.662284 = -2382886.398315
  nChanged 322
		SP:Iteration 14Q (4602.200000 sec): 3 clusters
  Score: Raw -2394521.545877 + Penalty 11196.662284 = -2383324.883593
  nChanged 272
		SP:Iteration 15Q (4602.270000 sec): 3 clusters
  Score: Raw -2394893.812203 + Penalty 11196.662284 = -2383697.149918
  nChanged 188
		SP:Iteration 16Q (4602.320000 sec): 3 clusters
  Score: Raw -2395155.498252 + Penalty 11196.662284 = -2383958.835967
  nChanged 140
		SP:Iteration 17Q (4602.380000 sec): 3 clusters
  Score: Raw -2395366.139347 + Penalty 11196.662284 = -2384169.477062
  nChanged 122
		SP:Iteration 18Q (4602.440000 sec): 3 clusters
  Score: Raw -2395557.668802 + Penalty 11196.662284 = -2384361.006517
  nChanged 80
		SP:Iteration 19Q (4602.480000 sec): 3 clusters
  Score: Raw -2395678.902239 + Penalty 11196.662284 = -2384482.239955
  nChanged 57
		SP:Iteration 20F (4602.560000 sec): 3 clusters
  Score: Raw -2396003.281185 + Penalty 11196.662284 = -2384806.618901
  nChanged 96
		SP:Iteration 21Q (4602.600000 sec): 3 clusters
  Score: Raw -2396321.467762 + Penalty 11196.662284 = -2385124.805477
  nChanged 94
		SP:Iteration 22Q (4602.650000 sec): 3 clusters
  Score: Raw -2396516.217955 + Penalty 11196.662284 = -2385319.555671
  nChanged 90
		SP:Iteration 23Q (4602.700000 sec): 3 clusters
  Score: Raw -2396694.800570 + Penalty 11196.662284 = -2385498.138286
  nChanged 78
		SP:Iteration 24Q (4602.750000 sec): 3 clusters
  Score: Raw -2396843.325144 + Penalty 11196.662284 = -2385646.662860
  nChanged 75
		SP:Iteration 25Q (4602.800000 sec): 3 clusters
  Score: Raw -2396983.103366 + Penalty 11196.662284 = -2385786.441081
  nChanged 67
		SP:Iteration 26Q (4602.850000 sec): 3 clusters
  Score: Raw -2397125.184436 + Penalty 11196.662284 = -2385928.522152
  nChanged 70
		SP:Iteration 27Q (4602.900000 sec): 3 clusters
  Score: Raw -2397269.908912 + Penalty 11196.662284 = -2386073.246628
  nChanged 52
		SP:Iteration 28Q (4602.940000 sec): 3 clusters
  Score: Raw -2397382.016873 + Penalty 11196.662284 = -2386185.354589
  nChanged 32
		SP:Iteration 29Q (4602.990000 sec): 3 clusters
  Score: Raw -2397450.336326 + Penalty 11196.662284 = -2386253.674042
  nChanged 24
		SP:Iteration 30Q (4603.040000 sec): 3 clusters
  Score: Raw -2397498.255899 + Penalty 11196.662284 = -2386301.593614
  nChanged 12
		SP:Iteration 31Q (4603.090000 sec): 3 clusters
  Score: Raw -2397550.715048 + Penalty 11196.662284 = -2386354.052764
  nChanged 17
		SP:Iteration 32Q (4603.140000 sec): 3 clusters
  Score: Raw -2397608.648701 + Penalty 11196.662284 = -2386411.986417
  nChanged 15
		SP:Iteration 33Q (4603.180000 sec): 3 clusters
  Score: Raw -2397663.151053 + Penalty 11196.662284 = -2386466.488769
  nChanged 7
		SP:Iteration 34Q (4603.230000 sec): 3 clusters
  Score: Raw -2397696.348123 + Penalty 11196.662284 = -2386499.685838
  nChanged 7
		SP:Iteration 35Q (4603.280000 sec): 3 clusters
  Score: Raw -2397725.745479 + Penalty 11196.662284 = -2386529.083195
  nChanged 6
		SP:Iteration 36Q (4603.330000 sec): 3 clusters
  Score: Raw -2397743.197967 + Penalty 11196.662284 = -2386546.535683
  nChanged 2
		SP:Iteration 37Q (4603.380000 sec): 3 clusters
  Score: Raw -2397747.567761 + Penalty 11196.662284 = -2386550.905476
  nChanged 4
		SP:Iteration 38Q (4603.420000 sec): 3 clusters
  Score: Raw -2397759.621153 + Penalty 11196.662284 = -2386562.958869
  nChanged 4
		SP:Iteration 39Q (4603.470000 sec): 3 clusters
  Score: Raw -2397789.719095 + Penalty 11196.662284 = -2386593.056811
  nChanged 5
		SP:Iteration 40F (4603.540000 sec): 3 clusters
  Score: Raw -2398195.802874 + Penalty 11196.662284 = -2386999.140589
  nChanged 119
		SP:Iteration 41Q (4603.590000 sec): 3 clusters
  Score: Raw -2398725.702897 + Penalty 11196.662284 = -2387529.040612
  nChanged 62
		SP:Iteration 42Q (4603.640000 sec): 3 clusters
  Score: Raw -2398837.271191 + Penalty 11196.662284 = -2387640.608907
  nChanged 30
		SP:Iteration 43Q (4603.680000 sec): 3 clusters
  Score: Raw -2398881.977455 + Penalty 11196.662284 = -2387685.315171
  nChanged 23
		SP:Iteration 44Q (4603.730000 sec): 3 clusters
  Score: Raw -2398908.951503 + Penalty 11196.662284 = -2387712.289219
  nChanged 16
		SP:Iteration 45Q (4603.780000 sec): 3 clusters
  Score: Raw -2398922.253440 + Penalty 11196.662284 = -2387725.591156
  nChanged 5
		SP:Iteration 46Q (4603.830000 sec): 3 clusters
  Score: Raw -2398925.640637 + Penalty 11196.662284 = -2387728.978353
  nChanged 2
		SP:Iteration 47Q (4603.870000 sec): 3 clusters
  Score: Raw -2398926.510364 + Penalty 11196.662284 = -2387729.848080
  nChanged 0
		SP:Iteration 48F (4603.940000 sec): 3 clusters
  Score: Raw -2398929.698968 + Penalty 11196.662284 = -2387733.036684
  nChanged 5
		SP:Iteration 49Q (4603.990000 sec): 3 clusters
  Score: Raw -2398935.786983 + Penalty 11196.662284 = -2387739.124698
  nChanged 3
		SP:Iteration 50Q (4604.040000 sec): 3 clusters
  Score: Raw -2398937.229285 + Penalty 11196.662284 = -2387740.567001
  nChanged 2
		SP:Iteration 51Q (4604.090000 sec): 3 clusters
  Score: Raw -2398937.824576 + Penalty 11196.662284 = -2387741.162292
  nChanged 1
		SP:Iteration 52Q (4604.140000 sec): 3 clusters
  Score: Raw -2398938.144332 + Penalty 11196.662284 = -2387741.482048
  nChanged 0
		SP:Iteration 53F (4604.200000 sec): 3 clusters
  Score: Raw -2398938.144332 + Penalty 11196.662284 = -2387741.482048
  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 23.66 GB.

 Trying to split cluster 21 (16343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4604.320000 sec): 2 clusters
  Score: Raw -4170065.818614 + Penalty 5942.202407 = -4164123.616207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4604.450000 sec): 3 clusters
  Score: Raw -4161814.286483 + Penalty 11884.404814 = -4149929.881669
  nChanged 6475
		SP:Iteration 1F (4604.580000 sec): 3 clusters
  Score: Raw -4165697.092862 + Penalty 11884.404814 = -4153812.688048
  nChanged 1474
		SP:Iteration 2F (4604.700000 sec): 3 clusters
  Score: Raw -4167072.573551 + Penalty 11884.404814 = -4155188.168737
  nChanged 1356
		SP:Iteration 3F (4604.820000 sec): 3 clusters
  Score: Raw -4168741.585251 + Penalty 11884.404814 = -4156857.180437
  nChanged 1358
		SP:Iteration 4F (4604.950000 sec): 3 clusters
  Score: Raw -4170504.718347 + Penalty 11884.404814 = -4158620.313533
  nChanged 1283
		SP:Iteration 5F (4605.080000 sec): 3 clusters
  Score: Raw -4171939.733925 + Penalty 11884.404814 = -4160055.329111
  nChanged 1028
		SP:Iteration 6F (4605.200000 sec): 3 clusters
  Score: Raw -4172890.728439 + Penalty 11884.404814 = -4161006.323625
  nChanged 762
		SP:Iteration 7Q (4605.320000 sec): 3 clusters
  Score: Raw -4173678.562731 + Penalty 11884.404814 = -4161794.157917
  nChanged 653
		SP:Iteration 8Q (4605.440000 sec): 3 clusters
  Score: Raw -4174308.828955 + Penalty 11884.404814 = -4162424.424141
  nChanged 524
		SP:Iteration 9Q (4605.560000 sec): 3 clusters
  Score: Raw -4174744.331245 + Penalty 11884.404814 = -4162859.926431
  nChanged 429
		SP:Iteration 10Q (4605.670000 sec): 3 clusters
  Score: Raw -4175026.309307 + Penalty 11884.404814 = -4163141.904493
  nChanged 319
		SP:Iteration 11Q (4605.780000 sec): 3 clusters
  Score: Raw -4175230.225034 + Penalty 11884.404814 = -4163345.820220
  nChanged 260
		SP:Iteration 12Q (4605.900000 sec): 3 clusters
  Score: Raw -4175423.717959 + Penalty 11884.404814 = -4163539.313146
  nChanged 232
		SP:Iteration 13Q (4606.010000 sec): 3 clusters
  Score: Raw -4175658.451164 + Penalty 11884.404814 = -4163774.046350
  nChanged 245
		SP:Iteration 14Q (4606.130000 sec): 3 clusters
  Score: Raw -4176004.642104 + Penalty 11884.404814 = -4164120.237290
  nChanged 265
		SP:Iteration 15Q (4606.240000 sec): 3 clusters
  Score: Raw -4176347.235170 + Penalty 11884.404814 = -4164462.830356
  nChanged 242
		SP:Iteration 16Q (4606.350000 sec): 3 clusters
  Score: Raw -4176541.926846 + Penalty 11884.404814 = -4164657.522032
  nChanged 157
		SP:Iteration 17Q (4606.460000 sec): 3 clusters
  Score: Raw -4176606.884691 + Penalty 11884.404814 = -4164722.479877
  nChanged 100
		SP:Iteration 18Q (4606.580000 sec): 3 clusters
  Score: Raw -4176643.155379 + Penalty 11884.404814 = -4164758.750565
  nChanged 76
		SP:Iteration 19Q (4606.690000 sec): 3 clusters
  Score: Raw -4176667.222703 + Penalty 11884.404814 = -4164782.817889
  nChanged 66
		SP:Iteration 20F (4606.820000 sec): 3 clusters
  Score: Raw -4176685.468599 + Penalty 11884.404814 = -4164801.063785
  nChanged 49
		SP:Iteration 21Q (4606.930000 sec): 3 clusters
  Score: Raw -4176700.437720 + Penalty 11884.404814 = -4164816.032906
  nChanged 36
		SP:Iteration 22Q (4607.040000 sec): 3 clusters
  Score: Raw -4176709.177163 + Penalty 11884.404814 = -4164824.772349
  nChanged 35
		SP:Iteration 23Q (4607.150000 sec): 3 clusters
  Score: Raw -4176717.303264 + Penalty 11884.404814 = -4164832.898450
  nChanged 23
		SP:Iteration 24Q (4607.270000 sec): 3 clusters
  Score: Raw -4176723.901188 + Penalty 11884.404814 = -4164839.496375
  nChanged 22
		SP:Iteration 25Q (4607.380000 sec): 3 clusters
  Score: Raw -4176730.618836 + Penalty 11884.404814 = -4164846.214023
  nChanged 16
		SP:Iteration 26Q (4607.490000 sec): 3 clusters
  Score: Raw -4176734.417930 + Penalty 11884.404814 = -4164850.013116
  nChanged 17
		SP:Iteration 27Q (4607.610000 sec): 3 clusters
  Score: Raw -4176740.481813 + Penalty 11884.404814 = -4164856.076999
  nChanged 23
		SP:Iteration 28Q (4607.720000 sec): 3 clusters
  Score: Raw -4176748.051421 + Penalty 11884.404814 = -4164863.646607
  nChanged 19
		SP:Iteration 29Q (4607.830000 sec): 3 clusters
  Score: Raw -4176755.167635 + Penalty 11884.404814 = -4164870.762821
  nChanged 24
		SP:Iteration 30Q (4607.950000 sec): 3 clusters
  Score: Raw -4176765.523225 + Penalty 11884.404814 = -4164881.118411
  nChanged 30
		SP:Iteration 31Q (4608.060000 sec): 3 clusters
  Score: Raw -4176775.882813 + Penalty 11884.404814 = -4164891.477999
  nChanged 28
		SP:Iteration 32Q (4608.170000 sec): 3 clusters
  Score: Raw -4176784.180456 + Penalty 11884.404814 = -4164899.775642
  nChanged 27
		SP:Iteration 33Q (4608.280000 sec): 3 clusters
  Score: Raw -4176794.430551 + Penalty 11884.404814 = -4164910.025737
  nChanged 28
		SP:Iteration 34Q (4608.400000 sec): 3 clusters
  Score: Raw -4176805.316161 + Penalty 11884.404814 = -4164920.911347
  nChanged 25
		SP:Iteration 35Q (4608.510000 sec): 3 clusters
  Score: Raw -4176812.195274 + Penalty 11884.404814 = -4164927.790460
  nChanged 22
		SP:Iteration 36Q (4608.620000 sec): 3 clusters
  Score: Raw -4176822.128722 + Penalty 11884.404814 = -4164937.723908
  nChanged 29
		SP:Iteration 37Q (4608.730000 sec): 3 clusters
  Score: Raw -4176830.140990 + Penalty 11884.404814 = -4164945.736176
  nChanged 22
		SP:Iteration 38Q (4608.850000 sec): 3 clusters
  Score: Raw -4176838.365440 + Penalty 11884.404814 = -4164953.960626
  nChanged 25
		SP:Iteration 39Q (4608.960000 sec): 3 clusters
  Score: Raw -4176845.866356 + Penalty 11884.404814 = -4164961.461543
  nChanged 21
		SP:Iteration 40F (4609.090000 sec): 3 clusters
  Score: Raw -4176851.933786 + Penalty 11884.404814 = -4164967.528972
  nChanged 22
		SP:Iteration 41Q (4609.200000 sec): 3 clusters
  Score: Raw -4176858.507841 + Penalty 11884.404814 = -4164974.103027
  nChanged 22
		SP:Iteration 42Q (4609.310000 sec): 3 clusters
  Score: Raw -4176864.348294 + Penalty 11884.404814 = -4164979.943480
  nChanged 16
		SP:Iteration 43Q (4609.430000 sec): 3 clusters
  Score: Raw -4176867.621786 + Penalty 11884.404814 = -4164983.216972
  nChanged 14
		SP:Iteration 44Q (4609.540000 sec): 3 clusters
  Score: Raw -4176870.527336 + Penalty 11884.404814 = -4164986.122522
  nChanged 8
		SP:Iteration 45Q (4609.650000 sec): 3 clusters
  Score: Raw -4176872.062432 + Penalty 11884.404814 = -4164987.657618
  nChanged 6
		SP:Iteration 46Q (4609.770000 sec): 3 clusters
  Score: Raw -4176873.254182 + Penalty 11884.404814 = -4164988.849368
  nChanged 6
		SP:Iteration 47Q (4609.880000 sec): 3 clusters
  Score: Raw -4176874.271948 + Penalty 11884.404814 = -4164989.867134
  nChanged 5
		SP:Iteration 48Q (4609.990000 sec): 3 clusters
  Score: Raw -4176875.619455 + Penalty 11884.404814 = -4164991.214641
  nChanged 9
		SP:Iteration 49Q (4610.100000 sec): 3 clusters
  Score: Raw -4176878.918365 + Penalty 11884.404814 = -4164994.513551
  nChanged 9
		SP:Iteration 50Q (4610.220000 sec): 3 clusters
  Score: Raw -4176880.846759 + Penalty 11884.404814 = -4164996.441945
  nChanged 5
		SP:Iteration 51Q (4610.330000 sec): 3 clusters
  Score: Raw -4176882.140389 + Penalty 11884.404814 = -4164997.735575
  nChanged 3
		SP:Iteration 52Q (4610.440000 sec): 3 clusters
  Score: Raw -4176882.838575 + Penalty 11884.404814 = -4164998.433761
  nChanged 3
		SP:Iteration 53Q (4610.550000 sec): 3 clusters
  Score: Raw -4176883.485542 + Penalty 11884.404814 = -4164999.080728
  nChanged 3
		SP:Iteration 54Q (4610.670000 sec): 3 clusters
  Score: Raw -4176884.087487 + Penalty 11884.404814 = -4164999.682673
  nChanged 5
		SP:Iteration 55Q (4610.780000 sec): 3 clusters
  Score: Raw -4176885.231056 + Penalty 11884.404814 = -4165000.826242
  nChanged 4
		SP:Iteration 56Q (4610.890000 sec): 3 clusters
  Score: Raw -4176886.148970 + Penalty 11884.404814 = -4165001.744157
  nChanged 5
		SP:Iteration 57Q (4611.010000 sec): 3 clusters
  Score: Raw -4176887.296962 + Penalty 11884.404814 = -4165002.892148
  nChanged 2
		SP:Iteration 58Q (4611.120000 sec): 3 clusters
  Score: Raw -4176887.614970 + Penalty 11884.404814 = -4165003.210156
  nChanged 4
		SP:Iteration 59Q (4611.230000 sec): 3 clusters
  Score: Raw -4176888.499125 + Penalty 11884.404814 = -4165004.094311
  nChanged 5
		SP:Iteration 60F (4611.350000 sec): 3 clusters
  Score: Raw -4176889.474264 + Penalty 11884.404814 = -4165005.069450
  nChanged 5
		SP:Iteration 61Q (4611.470000 sec): 3 clusters
  Score: Raw -4176890.653554 + Penalty 11884.404814 = -4165006.248740
  nChanged 7
		SP:Iteration 62Q (4611.580000 sec): 3 clusters
  Score: Raw -4176892.267400 + Penalty 11884.404814 = -4165007.862586
  nChanged 4
		SP:Iteration 63Q (4611.690000 sec): 3 clusters
  Score: Raw -4176892.773423 + Penalty 11884.404814 = -4165008.368609
  nChanged 2
		SP:Iteration 64Q (4611.800000 sec): 3 clusters
  Score: Raw -4176893.010037 + Penalty 11884.404814 = -4165008.605224
  nChanged 1
		SP:Iteration 65Q (4611.910000 sec): 3 clusters
  Score: Raw -4176893.094717 + Penalty 11884.404814 = -4165008.689903
  nChanged 0
		SP:Iteration 66F (4612.040000 sec): 3 clusters
  Score: Raw -4176893.094717 + Penalty 11884.404814 = -4165008.689903
  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 23.66 GB.

 Trying to split cluster 22 (40007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4612.320000 sec): 2 clusters
  Score: Raw -10208888.295144 + Penalty 6490.545952 = -10202397.749192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4612.630000 sec): 3 clusters
  Score: Raw -10186341.662567 + Penalty 12981.091904 = -10173360.570663
  nChanged 17212
		SP:Iteration 1F (4612.930000 sec): 3 clusters
  Score: Raw -10195773.783050 + Penalty 12981.091904 = -10182792.691146
  nChanged 2493
		SP:Iteration 2F (4613.250000 sec): 3 clusters
  Score: Raw -10196989.765216 + Penalty 12981.091904 = -10184008.673312
  nChanged 2229
		SP:Iteration 3F (4613.550000 sec): 3 clusters
  Score: Raw -10198037.202872 + Penalty 12981.091904 = -10185056.110968
  nChanged 1941
		SP:Iteration 4Q (4613.870000 sec): 3 clusters
  Score: Raw -10198967.439029 + Penalty 12981.091904 = -10185986.347125
  nChanged 1857
		SP:Iteration 5Q (4614.180000 sec): 3 clusters
  Score: Raw -10199897.176780 + Penalty 12981.091904 = -10186916.084875
  nChanged 1795
		SP:Iteration 6Q (4614.490000 sec): 3 clusters
  Score: Raw -10200794.337371 + Penalty 12981.091904 = -10187813.245467
  nChanged 1726
		SP:Iteration 7Q (4614.800000 sec): 3 clusters
  Score: Raw -10201658.189077 + Penalty 12981.091904 = -10188677.097172
  nChanged 1636
		SP:Iteration 8Q (4615.110000 sec): 3 clusters
  Score: Raw -10202509.660522 + Penalty 12981.091904 = -10189528.568618
  nChanged 1592
		SP:Iteration 9Q (4615.420000 sec): 3 clusters
  Score: Raw -10203350.367749 + Penalty 12981.091904 = -10190369.275845
  nChanged 1493
		SP:Iteration 10Q (4615.730000 sec): 3 clusters
  Score: Raw -10204099.724058 + Penalty 12981.091904 = -10191118.632154
  nChanged 1330
		SP:Iteration 11Q (4616.040000 sec): 3 clusters
  Score: Raw -10204713.354577 + Penalty 12981.091904 = -10191732.262672
  nChanged 1181
		SP:Iteration 12Q (4616.340000 sec): 3 clusters
  Score: Raw -10205274.102270 + Penalty 12981.091904 = -10192293.010366
  nChanged 1101
		SP:Iteration 13Q (4616.640000 sec): 3 clusters
  Score: Raw -10205840.797895 + Penalty 12981.091904 = -10192859.705991
  nChanged 1083
		SP:Iteration 14Q (4616.940000 sec): 3 clusters
  Score: Raw -10206408.315320 + Penalty 12981.091904 = -10193427.223415
  nChanged 997
		SP:Iteration 15Q (4617.240000 sec): 3 clusters
  Score: Raw -10206907.158636 + Penalty 12981.091904 = -10193926.066731
  nChanged 873
		SP:Iteration 16Q (4617.530000 sec): 3 clusters
  Score: Raw -10207327.455288 + Penalty 12981.091904 = -10194346.363384
  nChanged 800
		SP:Iteration 17Q (4617.820000 sec): 3 clusters
  Score: Raw -10207678.301178 + Penalty 12981.091904 = -10194697.209273
  nChanged 692
		SP:Iteration 18Q (4618.110000 sec): 3 clusters
  Score: Raw -10207977.918621 + Penalty 12981.091904 = -10194996.826717
  nChanged 626
		SP:Iteration 19Q (4618.390000 sec): 3 clusters
  Score: Raw -10208247.114715 + Penalty 12981.091904 = -10195266.022811
  nChanged 574
		SP:Iteration 20F (4618.700000 sec): 3 clusters
  Score: Raw -10208496.325260 + Penalty 12981.091904 = -10195515.233355
  nChanged 549
		SP:Iteration 21Q (4618.970000 sec): 3 clusters
  Score: Raw -10208749.555266 + Penalty 12981.091904 = -10195768.463361
  nChanged 527
		SP:Iteration 22Q (4619.240000 sec): 3 clusters
  Score: Raw -10209010.490315 + Penalty 12981.091904 = -10196029.398410
  nChanged 483
		SP:Iteration 23Q (4619.510000 sec): 3 clusters
  Score: Raw -10209247.231339 + Penalty 12981.091904 = -10196266.139434
  nChanged 458
		SP:Iteration 24Q (4619.780000 sec): 3 clusters
  Score: Raw -10209474.533252 + Penalty 12981.091904 = -10196493.441348
  nChanged 424
		SP:Iteration 25Q (4620.040000 sec): 3 clusters
  Score: Raw -10209699.938747 + Penalty 12981.091904 = -10196718.846842
  nChanged 398
		SP:Iteration 26Q (4620.300000 sec): 3 clusters
  Score: Raw -10209918.562060 + Penalty 12981.091904 = -10196937.470156
  nChanged 351
		SP:Iteration 27Q (4620.560000 sec): 3 clusters
  Score: Raw -10210099.796540 + Penalty 12981.091904 = -10197118.704636
  nChanged 284
		SP:Iteration 28Q (4620.820000 sec): 3 clusters
  Score: Raw -10210248.366321 + Penalty 12981.091904 = -10197267.274416
  nChanged 239
		SP:Iteration 29Q (4621.070000 sec): 3 clusters
  Score: Raw -10210378.545574 + Penalty 12981.091904 = -10197397.453669
  nChanged 238
		SP:Iteration 30Q (4621.320000 sec): 3 clusters
  Score: Raw -10210512.741291 + Penalty 12981.091904 = -10197531.649387
  nChanged 188
		SP:Iteration 31Q (4621.570000 sec): 3 clusters
  Score: Raw -10210608.316604 + Penalty 12981.091904 = -10197627.224700
  nChanged 132
		SP:Iteration 32Q (4621.820000 sec): 3 clusters
  Score: Raw -10210674.750379 + Penalty 12981.091904 = -10197693.658474
  nChanged 126
		SP:Iteration 33Q (4622.060000 sec): 3 clusters
  Score: Raw -10210739.445841 + Penalty 12981.091904 = -10197758.353937
  nChanged 100
		SP:Iteration 34Q (4622.300000 sec): 3 clusters
  Score: Raw -10210790.400949 + Penalty 12981.091904 = -10197809.309045
  nChanged 86
		SP:Iteration 35Q (4622.540000 sec): 3 clusters
  Score: Raw -10210825.793751 + Penalty 12981.091904 = -10197844.701847
  nChanged 83
		SP:Iteration 36Q (4622.790000 sec): 3 clusters
  Score: Raw -10210868.229246 + Penalty 12981.091904 = -10197887.137341
  nChanged 75
		SP:Iteration 37Q (4623.030000 sec): 3 clusters
  Score: Raw -10210903.807674 + Penalty 12981.091904 = -10197922.715770
  nChanged 74
		SP:Iteration 38Q (4623.270000 sec): 3 clusters
  Score: Raw -10210940.087598 + Penalty 12981.091904 = -10197958.995693
  nChanged 61
		SP:Iteration 39Q (4623.500000 sec): 3 clusters
  Score: Raw -10210966.653032 + Penalty 12981.091904 = -10197985.561128
  nChanged 47
		SP:Iteration 40F (4623.810000 sec): 3 clusters
  Score: Raw -10210994.646691 + Penalty 12981.091904 = -10198013.554787
  nChanged 43
		SP:Iteration 41Q (4624.050000 sec): 3 clusters
  Score: Raw -10211013.699987 + Penalty 12981.091904 = -10198032.608082
  nChanged 47
		SP:Iteration 42Q (4624.290000 sec): 3 clusters
  Score: Raw -10211035.381389 + Penalty 12981.091904 = -10198054.289485
  nChanged 47
		SP:Iteration 43Q (4624.530000 sec): 3 clusters
  Score: Raw -10211054.155929 + Penalty 12981.091904 = -10198073.064024
  nChanged 26
		SP:Iteration 44Q (4624.770000 sec): 3 clusters
  Score: Raw -10211064.147081 + Penalty 12981.091904 = -10198083.055177
  nChanged 17
		SP:Iteration 45Q (4625.000000 sec): 3 clusters
  Score: Raw -10211069.909077 + Penalty 12981.091904 = -10198088.817173
  nChanged 15
		SP:Iteration 46Q (4625.240000 sec): 3 clusters
  Score: Raw -10211075.085379 + Penalty 12981.091904 = -10198093.993475
  nChanged 12
		SP:Iteration 47Q (4625.480000 sec): 3 clusters
  Score: Raw -10211079.041469 + Penalty 12981.091904 = -10198097.949564
  nChanged 9
		SP:Iteration 48Q (4625.720000 sec): 3 clusters
  Score: Raw -10211082.272154 + Penalty 12981.091904 = -10198101.180250
  nChanged 8
		SP:Iteration 49Q (4625.960000 sec): 3 clusters
  Score: Raw -10211085.738280 + Penalty 12981.091904 = -10198104.646376
  nChanged 7
		SP:Iteration 50Q (4626.190000 sec): 3 clusters
  Score: Raw -10211088.251334 + Penalty 12981.091904 = -10198107.159430
  nChanged 5
		SP:Iteration 51Q (4626.430000 sec): 3 clusters
  Score: Raw -10211089.832898 + Penalty 12981.091904 = -10198108.740994
  nChanged 7
		SP:Iteration 52Q (4626.670000 sec): 3 clusters
  Score: Raw -10211092.454440 + Penalty 12981.091904 = -10198111.362535
  nChanged 3
		SP:Iteration 53Q (4626.900000 sec): 3 clusters
  Score: Raw -10211094.175591 + Penalty 12981.091904 = -10198113.083687
  nChanged 8
		SP:Iteration 54Q (4627.140000 sec): 3 clusters
  Score: Raw -10211096.876708 + Penalty 12981.091904 = -10198115.784804
  nChanged 5
		SP:Iteration 55Q (4627.380000 sec): 3 clusters
  Score: Raw -10211098.653317 + Penalty 12981.091904 = -10198117.561413
  nChanged 3
		SP:Iteration 56Q (4627.610000 sec): 3 clusters
  Score: Raw -10211100.611311 + Penalty 12981.091904 = -10198119.519407
  nChanged 7
		SP:Iteration 57Q (4627.850000 sec): 3 clusters
  Score: Raw -10211102.597615 + Penalty 12981.091904 = -10198121.505711
  nChanged 6
		SP:Iteration 58Q (4628.080000 sec): 3 clusters
  Score: Raw -10211104.756370 + Penalty 12981.091904 = -10198123.664466
  nChanged 2
		SP:Iteration 59Q (4628.320000 sec): 3 clusters
  Score: Raw -10211105.510534 + Penalty 12981.091904 = -10198124.418630
  nChanged 8
		SP:Iteration 60F (4628.630000 sec): 3 clusters
  Score: Raw -10211109.227309 + Penalty 12981.091904 = -10198128.135405
  nChanged 6
		SP:Iteration 61Q (4628.860000 sec): 3 clusters
  Score: Raw -10211111.924932 + Penalty 12981.091904 = -10198130.833027
  nChanged 8
		SP:Iteration 62Q (4629.100000 sec): 3 clusters
  Score: Raw -10211115.291253 + Penalty 12981.091904 = -10198134.199349
  nChanged 10
		SP:Iteration 63Q (4629.340000 sec): 3 clusters
  Score: Raw -10211118.544081 + Penalty 12981.091904 = -10198137.452176
  nChanged 10
		SP:Iteration 64Q (4629.580000 sec): 3 clusters
  Score: Raw -10211122.190802 + Penalty 12981.091904 = -10198141.098898
  nChanged 4
		SP:Iteration 65Q (4629.810000 sec): 3 clusters
  Score: Raw -10211124.545486 + Penalty 12981.091904 = -10198143.453581
  nChanged 5
		SP:Iteration 66Q (4630.050000 sec): 3 clusters
  Score: Raw -10211126.691070 + Penalty 12981.091904 = -10198145.599166
  nChanged 6
		SP:Iteration 67Q (4630.290000 sec): 3 clusters
  Score: Raw -10211128.621265 + Penalty 12981.091904 = -10198147.529361
  nChanged 2
		SP:Iteration 68Q (4630.520000 sec): 3 clusters
  Score: Raw -10211129.280754 + Penalty 12981.091904 = -10198148.188850
  nChanged 2
		SP:Iteration 69Q (4630.760000 sec): 3 clusters
  Score: Raw -10211129.842636 + Penalty 12981.091904 = -10198148.750732
  nChanged 3
		SP:Iteration 70Q (4631.000000 sec): 3 clusters
  Score: Raw -10211131.037086 + Penalty 12981.091904 = -10198149.945182
  nChanged 4
		SP:Iteration 71Q (4631.230000 sec): 3 clusters
  Score: Raw -10211132.445358 + Penalty 12981.091904 = -10198151.353453
  nChanged 2
		SP:Iteration 72Q (4631.470000 sec): 3 clusters
  Score: Raw -10211133.182514 + Penalty 12981.091904 = -10198152.090609
  nChanged 1
		SP:Iteration 73Q (4631.710000 sec): 3 clusters
  Score: Raw -10211133.503406 + Penalty 12981.091904 = -10198152.411501
  nChanged 1
		SP:Iteration 74Q (4631.940000 sec): 3 clusters
  Score: Raw -10211133.704178 + Penalty 12981.091904 = -10198152.612274
  nChanged 1
		SP:Iteration 75Q (4632.180000 sec): 3 clusters
  Score: Raw -10211133.937570 + Penalty 12981.091904 = -10198152.845666
  nChanged 0
		SP:Iteration 76F (4632.480000 sec): 3 clusters
  Score: Raw -10211133.937570 + Penalty 12981.091904 = -10198152.845666
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 23 (28782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4632.680000 sec): 2 clusters
  Score: Raw -7646661.328955 + Penalty 6288.847101 = -7640372.481854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4632.900000 sec): 3 clusters
  Score: Raw -7630894.807572 + Penalty 12577.694202 = -7618317.113371
  nChanged 11989
		SP:Iteration 1F (4633.120000 sec): 3 clusters
  Score: Raw -7637242.931124 + Penalty 12577.694202 = -7624665.236923
  nChanged 1807
		SP:Iteration 2F (4633.340000 sec): 3 clusters
  Score: Raw -7638056.847793 + Penalty 12577.694202 = -7625479.153591
  nChanged 1403
		SP:Iteration 3Q (4633.560000 sec): 3 clusters
  Score: Raw -7638680.227713 + Penalty 12577.694202 = -7626102.533511
  nChanged 1280
		SP:Iteration 4Q (4633.780000 sec): 3 clusters
  Score: Raw -7639336.700821 + Penalty 12577.694202 = -7626759.006619
  nChanged 1301
		SP:Iteration 5Q (4634.010000 sec): 3 clusters
  Score: Raw -7640066.970547 + Penalty 12577.694202 = -7627489.276345
  nChanged 1373
		SP:Iteration 6Q (4634.230000 sec): 3 clusters
  Score: Raw -7640905.427697 + Penalty 12577.694202 = -7628327.733495
  nChanged 1456
		SP:Iteration 7F (4634.450000 sec): 3 clusters
  Score: Raw -7641883.384980 + Penalty 12577.694202 = -7629305.690778
  nChanged 1547
		SP:Iteration 8F (4634.670000 sec): 3 clusters
  Score: Raw -7642884.810085 + Penalty 12577.694202 = -7630307.115883
  nChanged 1504
		SP:Iteration 9F (4634.890000 sec): 3 clusters
  Score: Raw -7643831.122471 + Penalty 12577.694202 = -7631253.428270
  nChanged 1379
		SP:Iteration 10Q (4635.110000 sec): 3 clusters
  Score: Raw -7644571.150473 + Penalty 12577.694202 = -7631993.456271
  nChanged 1186
		SP:Iteration 11Q (4635.330000 sec): 3 clusters
  Score: Raw -7645138.232245 + Penalty 12577.694202 = -7632560.538043
  nChanged 983
		SP:Iteration 12Q (4635.550000 sec): 3 clusters
  Score: Raw -7645580.069589 + Penalty 12577.694202 = -7633002.375387
  nChanged 797
		SP:Iteration 13Q (4635.760000 sec): 3 clusters
  Score: Raw -7645895.343246 + Penalty 12577.694202 = -7633317.649045
  nChanged 638
		SP:Iteration 14Q (4635.980000 sec): 3 clusters
  Score: Raw -7646136.730454 + Penalty 12577.694202 = -7633559.036253
  nChanged 555
		SP:Iteration 15Q (4636.200000 sec): 3 clusters
  Score: Raw -7646343.525034 + Penalty 12577.694202 = -7633765.830833
  nChanged 552
		SP:Iteration 16Q (4636.420000 sec): 3 clusters
  Score: Raw -7646542.943083 + Penalty 12577.694202 = -7633965.248881
  nChanged 465
		SP:Iteration 17Q (4636.640000 sec): 3 clusters
  Score: Raw -7646700.751955 + Penalty 12577.694202 = -7634123.057753
  nChanged 406
		SP:Iteration 18Q (4636.850000 sec): 3 clusters
  Score: Raw -7646837.485937 + Penalty 12577.694202 = -7634259.791735
  nChanged 351
		SP:Iteration 19Q (4637.070000 sec): 3 clusters
  Score: Raw -7646948.522038 + Penalty 12577.694202 = -7634370.827837
  nChanged 320
		SP:Iteration 20F (4637.290000 sec): 3 clusters
  Score: Raw -7647045.927102 + Penalty 12577.694202 = -7634468.232901
  nChanged 298
		SP:Iteration 21Q (4637.500000 sec): 3 clusters
  Score: Raw -7647140.911085 + Penalty 12577.694202 = -7634563.216883
  nChanged 289
		SP:Iteration 22Q (4637.720000 sec): 3 clusters
  Score: Raw -7647230.923315 + Penalty 12577.694202 = -7634653.229113
  nChanged 258
		SP:Iteration 23Q (4637.940000 sec): 3 clusters
  Score: Raw -7647305.287986 + Penalty 12577.694202 = -7634727.593784
  nChanged 246
		SP:Iteration 24Q (4638.150000 sec): 3 clusters
  Score: Raw -7647376.671553 + Penalty 12577.694202 = -7634798.977351
  nChanged 239
		SP:Iteration 25Q (4638.370000 sec): 3 clusters
  Score: Raw -7647445.479122 + Penalty 12577.694202 = -7634867.784921
  nChanged 204
		SP:Iteration 26Q (4638.580000 sec): 3 clusters
  Score: Raw -7647500.505113 + Penalty 12577.694202 = -7634922.810911
  nChanged 188
		SP:Iteration 27Q (4638.800000 sec): 3 clusters
  Score: Raw -7647550.746971 + Penalty 12577.694202 = -7634973.052769
  nChanged 165
		SP:Iteration 28Q (4639.010000 sec): 3 clusters
  Score: Raw -7647598.812871 + Penalty 12577.694202 = -7635021.118670
  nChanged 160
		SP:Iteration 29Q (4639.220000 sec): 3 clusters
  Score: Raw -7647643.195198 + Penalty 12577.694202 = -7635065.500997
  nChanged 145
		SP:Iteration 30Q (4639.440000 sec): 3 clusters
  Score: Raw -7647687.076686 + Penalty 12577.694202 = -7635109.382484
  nChanged 151
		SP:Iteration 31Q (4639.650000 sec): 3 clusters
  Score: Raw -7647730.505522 + Penalty 12577.694202 = -7635152.811320
  nChanged 149
		SP:Iteration 32Q (4639.860000 sec): 3 clusters
  Score: Raw -7647771.572320 + Penalty 12577.694202 = -7635193.878118
  nChanged 123
		SP:Iteration 33Q (4640.070000 sec): 3 clusters
  Score: Raw -7647805.202608 + Penalty 12577.694202 = -7635227.508406
  nChanged 112
		SP:Iteration 34Q (4640.290000 sec): 3 clusters
  Score: Raw -7647832.393360 + Penalty 12577.694202 = -7635254.699159
  nChanged 95
		SP:Iteration 35Q (4640.500000 sec): 3 clusters
  Score: Raw -7647856.095365 + Penalty 12577.694202 = -7635278.401163
  nChanged 92
		SP:Iteration 36Q (4640.710000 sec): 3 clusters
  Score: Raw -7647878.052164 + Penalty 12577.694202 = -7635300.357962
  nChanged 72
		SP:Iteration 37Q (4640.920000 sec): 3 clusters
  Score: Raw -7647894.749190 + Penalty 12577.694202 = -7635317.054989
  nChanged 67
		SP:Iteration 38Q (4641.130000 sec): 3 clusters
  Score: Raw -7647912.858965 + Penalty 12577.694202 = -7635335.164764
  nChanged 71
		SP:Iteration 39Q (4641.350000 sec): 3 clusters
  Score: Raw -7647932.325069 + Penalty 12577.694202 = -7635354.630867
  nChanged 74
		SP:Iteration 40F (4641.570000 sec): 3 clusters
  Score: Raw -7647953.641448 + Penalty 12577.694202 = -7635375.947247
  nChanged 61
		SP:Iteration 41Q (4641.780000 sec): 3 clusters
  Score: Raw -7647971.875621 + Penalty 12577.694202 = -7635394.181419
  nChanged 65
		SP:Iteration 42Q (4641.990000 sec): 3 clusters
  Score: Raw -7647988.942867 + Penalty 12577.694202 = -7635411.248666
  nChanged 70
		SP:Iteration 43Q (4642.200000 sec): 3 clusters
  Score: Raw -7648005.243324 + Penalty 12577.694202 = -7635427.549123
  nChanged 53
		SP:Iteration 44Q (4642.410000 sec): 3 clusters
  Score: Raw -7648018.865350 + Penalty 12577.694202 = -7635441.171148
  nChanged 65
		SP:Iteration 45Q (4642.630000 sec): 3 clusters
  Score: Raw -7648036.612669 + Penalty 12577.694202 = -7635458.918467
  nChanged 43
		SP:Iteration 46Q (4642.840000 sec): 3 clusters
  Score: Raw -7648046.873226 + Penalty 12577.694202 = -7635469.179024
  nChanged 39
		SP:Iteration 47Q (4643.050000 sec): 3 clusters
  Score: Raw -7648056.924004 + Penalty 12577.694202 = -7635479.229802
  nChanged 40
		SP:Iteration 48Q (4643.260000 sec): 3 clusters
  Score: Raw -7648066.624546 + Penalty 12577.694202 = -7635488.930344
  nChanged 28
		SP:Iteration 49Q (4643.470000 sec): 3 clusters
  Score: Raw -7648073.383605 + Penalty 12577.694202 = -7635495.689403
  nChanged 25
		SP:Iteration 50Q (4643.680000 sec): 3 clusters
  Score: Raw -7648079.087983 + Penalty 12577.694202 = -7635501.393782
  nChanged 20
		SP:Iteration 51Q (4643.890000 sec): 3 clusters
  Score: Raw -7648083.608382 + Penalty 12577.694202 = -7635505.914180
  nChanged 12
		SP:Iteration 52Q (4644.110000 sec): 3 clusters
  Score: Raw -7648086.351930 + Penalty 12577.694202 = -7635508.657728
  nChanged 10
		SP:Iteration 53Q (4644.310000 sec): 3 clusters
  Score: Raw -7648088.822740 + Penalty 12577.694202 = -7635511.128538
  nChanged 11
		SP:Iteration 54Q (4644.530000 sec): 3 clusters
  Score: Raw -7648091.387644 + Penalty 12577.694202 = -7635513.693442
  nChanged 11
		SP:Iteration 55Q (4644.740000 sec): 3 clusters
  Score: Raw -7648093.674396 + Penalty 12577.694202 = -7635515.980194
  nChanged 12
		SP:Iteration 56Q (4644.950000 sec): 3 clusters
  Score: Raw -7648096.773100 + Penalty 12577.694202 = -7635519.078898
  nChanged 12
		SP:Iteration 57Q (4645.150000 sec): 3 clusters
  Score: Raw -7648099.685881 + Penalty 12577.694202 = -7635521.991680
  nChanged 14
		SP:Iteration 58Q (4645.370000 sec): 3 clusters
  Score: Raw -7648102.574239 + Penalty 12577.694202 = -7635524.880038
  nChanged 16
		SP:Iteration 59Q (4645.580000 sec): 3 clusters
  Score: Raw -7648106.357990 + Penalty 12577.694202 = -7635528.663788
  nChanged 16
		SP:Iteration 60F (4645.790000 sec): 3 clusters
  Score: Raw -7648110.536699 + Penalty 12577.694202 = -7635532.842497
  nChanged 20
		SP:Iteration 61Q (4646.010000 sec): 3 clusters
  Score: Raw -7648115.393873 + Penalty 12577.694202 = -7635537.699672
  nChanged 14
		SP:Iteration 62Q (4646.220000 sec): 3 clusters
  Score: Raw -7648118.263084 + Penalty 12577.694202 = -7635540.568883
  nChanged 14
		SP:Iteration 63Q (4646.430000 sec): 3 clusters
  Score: Raw -7648121.307414 + Penalty 12577.694202 = -7635543.613212
  nChanged 13
		SP:Iteration 64Q (4646.640000 sec): 3 clusters
  Score: Raw -7648123.774983 + Penalty 12577.694202 = -7635546.080782
  nChanged 15
		SP:Iteration 65Q (4646.850000 sec): 3 clusters
  Score: Raw -7648127.310617 + Penalty 12577.694202 = -7635549.616415
  nChanged 15
		SP:Iteration 66Q (4647.060000 sec): 3 clusters
  Score: Raw -7648131.197151 + Penalty 12577.694202 = -7635553.502949
  nChanged 16
		SP:Iteration 67Q (4647.270000 sec): 3 clusters
  Score: Raw -7648134.830235 + Penalty 12577.694202 = -7635557.136034
  nChanged 11
		SP:Iteration 68Q (4647.480000 sec): 3 clusters
  Score: Raw -7648137.398971 + Penalty 12577.694202 = -7635559.704770
  nChanged 5
		SP:Iteration 69Q (4647.690000 sec): 3 clusters
  Score: Raw -7648139.053295 + Penalty 12577.694202 = -7635561.359093
  nChanged 12
		SP:Iteration 70Q (4647.900000 sec): 3 clusters
  Score: Raw -7648141.276966 + Penalty 12577.694202 = -7635563.582764
  nChanged 3
		SP:Iteration 71Q (4648.110000 sec): 3 clusters
  Score: Raw -7648141.824806 + Penalty 12577.694202 = -7635564.130604
  nChanged 1
		SP:Iteration 72Q (4648.320000 sec): 3 clusters
  Score: Raw -7648141.966301 + Penalty 12577.694202 = -7635564.272100
  nChanged 1
		SP:Iteration 73Q (4648.530000 sec): 3 clusters
  Score: Raw -7648142.329597 + Penalty 12577.694202 = -7635564.635395
  nChanged 1
		SP:Iteration 74Q (4648.740000 sec): 3 clusters
  Score: Raw -7648142.445754 + Penalty 12577.694202 = -7635564.751553
  nChanged 2
		SP:Iteration 75Q (4648.950000 sec): 3 clusters
  Score: Raw -7648142.902340 + Penalty 12577.694202 = -7635565.208138
  nChanged 4
		SP:Iteration 76Q (4649.160000 sec): 3 clusters
  Score: Raw -7648143.847070 + Penalty 12577.694202 = -7635566.152868
  nChanged 8
		SP:Iteration 77Q (4649.370000 sec): 3 clusters
  Score: Raw -7648145.239920 + Penalty 12577.694202 = -7635567.545718
  nChanged 5
		SP:Iteration 78Q (4649.580000 sec): 3 clusters
  Score: Raw -7648146.146761 + Penalty 12577.694202 = -7635568.452559
  nChanged 1
		SP:Iteration 79Q (4649.790000 sec): 3 clusters
  Score: Raw -7648146.296174 + Penalty 12577.694202 = -7635568.601972
  nChanged 1
		SP:Iteration 80F (4650.000000 sec): 3 clusters
  Score: Raw -7648146.483670 + Penalty 12577.694202 = -7635568.789469
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 24 (32058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4650.210000 sec): 2 clusters
  Score: Raw -8450814.543857 + Penalty 6354.872500 = -8444459.671357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4650.460000 sec): 3 clusters
  Score: Raw -8432887.779318 + Penalty 12709.745000 = -8420178.034317
  nChanged 13666
		SP:Iteration 1F (4650.700000 sec): 3 clusters
  Score: Raw -8440248.111373 + Penalty 12709.745000 = -8427538.366372
  nChanged 1946
		SP:Iteration 2F (4650.950000 sec): 3 clusters
  Score: Raw -8441179.279756 + Penalty 12709.745000 = -8428469.534756
  nChanged 1729
		SP:Iteration 3F (4651.200000 sec): 3 clusters
  Score: Raw -8442147.018351 + Penalty 12709.745000 = -8429437.273351
  nChanged 1654
		SP:Iteration 4F (4651.450000 sec): 3 clusters
  Score: Raw -8443071.850002 + Penalty 12709.745000 = -8430362.105001
  nChanged 1665
		SP:Iteration 5F (4651.700000 sec): 3 clusters
  Score: Raw -8443985.851439 + Penalty 12709.745000 = -8431276.106439
  nChanged 1664
		SP:Iteration 6F (4651.950000 sec): 3 clusters
  Score: Raw -8444959.736095 + Penalty 12709.745000 = -8432249.991094
  nChanged 1654
		SP:Iteration 7F (4652.190000 sec): 3 clusters
  Score: Raw -8446028.623063 + Penalty 12709.745000 = -8433318.878062
  nChanged 1656
		SP:Iteration 8F (4652.440000 sec): 3 clusters
  Score: Raw -8447158.328830 + Penalty 12709.745000 = -8434448.583830
  nChanged 1632
		SP:Iteration 9F (4652.690000 sec): 3 clusters
  Score: Raw -8448307.625926 + Penalty 12709.745000 = -8435597.880926
  nChanged 1480
		SP:Iteration 10Q (4652.930000 sec): 3 clusters
  Score: Raw -8449350.643696 + Penalty 12709.745000 = -8436640.898696
  nChanged 1270
		SP:Iteration 11Q (4653.180000 sec): 3 clusters
  Score: Raw -8450215.160848 + Penalty 12709.745000 = -8437505.415847
  nChanged 1112
		SP:Iteration 12Q (4653.420000 sec): 3 clusters
  Score: Raw -8450870.296030 + Penalty 12709.745000 = -8438160.551030
  nChanged 859
		SP:Iteration 13Q (4653.660000 sec): 3 clusters
  Score: Raw -8451310.218679 + Penalty 12709.745000 = -8438600.473679
  nChanged 678
		SP:Iteration 14Q (4653.900000 sec): 3 clusters
  Score: Raw -8451624.453721 + Penalty 12709.745000 = -8438914.708721
  nChanged 507
		SP:Iteration 15Q (4654.130000 sec): 3 clusters
  Score: Raw -8451814.792583 + Penalty 12709.745000 = -8439105.047583
  nChanged 405
		SP:Iteration 16Q (4654.370000 sec): 3 clusters
  Score: Raw -8451955.808230 + Penalty 12709.745000 = -8439246.063229
  nChanged 315
		SP:Iteration 17Q (4654.600000 sec): 3 clusters
  Score: Raw -8452057.286714 + Penalty 12709.745000 = -8439347.541714
  nChanged 259
		SP:Iteration 18Q (4654.830000 sec): 3 clusters
  Score: Raw -8452125.690552 + Penalty 12709.745000 = -8439415.945552
  nChanged 194
		SP:Iteration 19Q (4655.050000 sec): 3 clusters
  Score: Raw -8452172.610467 + Penalty 12709.745000 = -8439462.865467
  nChanged 165
		SP:Iteration 20F (4655.300000 sec): 3 clusters
  Score: Raw -8452214.848256 + Penalty 12709.745000 = -8439505.103256
  nChanged 166
		SP:Iteration 21Q (4655.530000 sec): 3 clusters
  Score: Raw -8452253.353899 + Penalty 12709.745000 = -8439543.608898
  nChanged 163
		SP:Iteration 22Q (4655.760000 sec): 3 clusters
  Score: Raw -8452290.024575 + Penalty 12709.745000 = -8439580.279575
  nChanged 135
		SP:Iteration 23Q (4655.990000 sec): 3 clusters
  Score: Raw -8452320.099291 + Penalty 12709.745000 = -8439610.354290
  nChanged 134
		SP:Iteration 24Q (4656.210000 sec): 3 clusters
  Score: Raw -8452350.664601 + Penalty 12709.745000 = -8439640.919601
  nChanged 131
		SP:Iteration 25Q (4656.440000 sec): 3 clusters
  Score: Raw -8452379.936753 + Penalty 12709.745000 = -8439670.191752
  nChanged 132
		SP:Iteration 26Q (4656.660000 sec): 3 clusters
  Score: Raw -8452409.107729 + Penalty 12709.745000 = -8439699.362728
  nChanged 115
		SP:Iteration 27Q (4656.890000 sec): 3 clusters
  Score: Raw -8452437.335163 + Penalty 12709.745000 = -8439727.590163
  nChanged 128
		SP:Iteration 28Q (4657.110000 sec): 3 clusters
  Score: Raw -8452466.283072 + Penalty 12709.745000 = -8439756.538072
  nChanged 108
		SP:Iteration 29Q (4657.340000 sec): 3 clusters
  Score: Raw -8452491.752943 + Penalty 12709.745000 = -8439782.007942
  nChanged 104
		SP:Iteration 30Q (4657.560000 sec): 3 clusters
  Score: Raw -8452515.048152 + Penalty 12709.745000 = -8439805.303151
  nChanged 108
		SP:Iteration 31Q (4657.790000 sec): 3 clusters
  Score: Raw -8452537.202850 + Penalty 12709.745000 = -8439827.457850
  nChanged 86
		SP:Iteration 32Q (4658.010000 sec): 3 clusters
  Score: Raw -8452554.694129 + Penalty 12709.745000 = -8439844.949128
  nChanged 87
		SP:Iteration 33Q (4658.230000 sec): 3 clusters
  Score: Raw -8452571.949885 + Penalty 12709.745000 = -8439862.204885
  nChanged 78
		SP:Iteration 34Q (4658.450000 sec): 3 clusters
  Score: Raw -8452587.704853 + Penalty 12709.745000 = -8439877.959852
  nChanged 76
		SP:Iteration 35Q (4658.670000 sec): 3 clusters
  Score: Raw -8452604.713139 + Penalty 12709.745000 = -8439894.968139
  nChanged 76
		SP:Iteration 36Q (4658.890000 sec): 3 clusters
  Score: Raw -8452622.571465 + Penalty 12709.745000 = -8439912.826464
  nChanged 75
		SP:Iteration 37Q (4659.120000 sec): 3 clusters
  Score: Raw -8452640.784437 + Penalty 12709.745000 = -8439931.039437
  nChanged 87
		SP:Iteration 38Q (4659.340000 sec): 3 clusters
  Score: Raw -8452658.359767 + Penalty 12709.745000 = -8439948.614766
  nChanged 69
		SP:Iteration 39Q (4659.560000 sec): 3 clusters
  Score: Raw -8452672.203371 + Penalty 12709.745000 = -8439962.458371
  nChanged 71
		SP:Iteration 40F (4659.810000 sec): 3 clusters
  Score: Raw -8452688.049351 + Penalty 12709.745000 = -8439978.304350
  nChanged 81
		SP:Iteration 41Q (4660.030000 sec): 3 clusters
  Score: Raw -8452706.200604 + Penalty 12709.745000 = -8439996.455603
  nChanged 77
		SP:Iteration 42Q (4660.250000 sec): 3 clusters
  Score: Raw -8452722.992226 + Penalty 12709.745000 = -8440013.247225
  nChanged 78
		SP:Iteration 43Q (4660.470000 sec): 3 clusters
  Score: Raw -8452739.894552 + Penalty 12709.745000 = -8440030.149551
  nChanged 73
		SP:Iteration 44Q (4660.690000 sec): 3 clusters
  Score: Raw -8452754.447084 + Penalty 12709.745000 = -8440044.702083
  nChanged 63
		SP:Iteration 45Q (4660.910000 sec): 3 clusters
  Score: Raw -8452766.126141 + Penalty 12709.745000 = -8440056.381140
  nChanged 49
		SP:Iteration 46Q (4661.130000 sec): 3 clusters
  Score: Raw -8452775.813238 + Penalty 12709.745000 = -8440066.068237
  nChanged 47
		SP:Iteration 47Q (4661.340000 sec): 3 clusters
  Score: Raw -8452784.821794 + Penalty 12709.745000 = -8440075.076793
  nChanged 38
		SP:Iteration 48Q (4661.560000 sec): 3 clusters
  Score: Raw -8452792.605928 + Penalty 12709.745000 = -8440082.860927
  nChanged 43
		SP:Iteration 49Q (4661.780000 sec): 3 clusters
  Score: Raw -8452800.443563 + Penalty 12709.745000 = -8440090.698562
  nChanged 28
		SP:Iteration 50Q (4662.000000 sec): 3 clusters
  Score: Raw -8452805.262339 + Penalty 12709.745000 = -8440095.517338
  nChanged 34
		SP:Iteration 51Q (4662.210000 sec): 3 clusters
  Score: Raw -8452811.813150 + Penalty 12709.745000 = -8440102.068149
  nChanged 36
		SP:Iteration 52Q (4662.430000 sec): 3 clusters
  Score: Raw -8452818.468136 + Penalty 12709.745000 = -8440108.723136
  nChanged 37
		SP:Iteration 53Q (4662.650000 sec): 3 clusters
  Score: Raw -8452825.839852 + Penalty 12709.745000 = -8440116.094852
  nChanged 38
		SP:Iteration 54Q (4662.870000 sec): 3 clusters
  Score: Raw -8452833.211417 + Penalty 12709.745000 = -8440123.466417
  nChanged 43
		SP:Iteration 55Q (4663.080000 sec): 3 clusters
  Score: Raw -8452841.241842 + Penalty 12709.745000 = -8440131.496842
  nChanged 39
		SP:Iteration 56Q (4663.300000 sec): 3 clusters
  Score: Raw -8452848.743284 + Penalty 12709.745000 = -8440138.998284
  nChanged 42
		SP:Iteration 57Q (4663.510000 sec): 3 clusters
  Score: Raw -8452856.399220 + Penalty 12709.745000 = -8440146.654219
  nChanged 33
		SP:Iteration 58Q (4663.730000 sec): 3 clusters
  Score: Raw -8452862.433934 + Penalty 12709.745000 = -8440152.688934
  nChanged 30
		SP:Iteration 59Q (4663.940000 sec): 3 clusters
  Score: Raw -8452868.019482 + Penalty 12709.745000 = -8440158.274481
  nChanged 25
		SP:Iteration 60F (4664.190000 sec): 3 clusters
  Score: Raw -8452872.436825 + Penalty 12709.745000 = -8440162.691824
  nChanged 22
		SP:Iteration 61Q (4664.410000 sec): 3 clusters
  Score: Raw -8452876.124155 + Penalty 12709.745000 = -8440166.379155
  nChanged 25
		SP:Iteration 62Q (4664.620000 sec): 3 clusters
  Score: Raw -8452881.607139 + Penalty 12709.745000 = -8440171.862139
  nChanged 32
		SP:Iteration 63Q (4664.840000 sec): 3 clusters
  Score: Raw -8452887.945673 + Penalty 12709.745000 = -8440178.200672
  nChanged 29
		SP:Iteration 64Q (4665.050000 sec): 3 clusters
  Score: Raw -8452893.003975 + Penalty 12709.745000 = -8440183.258974
  nChanged 25
		SP:Iteration 65Q (4665.270000 sec): 3 clusters
  Score: Raw -8452897.668468 + Penalty 12709.745000 = -8440187.923467
  nChanged 21
		SP:Iteration 66Q (4665.490000 sec): 3 clusters
  Score: Raw -8452901.533541 + Penalty 12709.745000 = -8440191.788540
  nChanged 13
		SP:Iteration 67Q (4665.700000 sec): 3 clusters
  Score: Raw -8452903.846590 + Penalty 12709.745000 = -8440194.101589
  nChanged 19
		SP:Iteration 68Q (4665.920000 sec): 3 clusters
  Score: Raw -8452907.060086 + Penalty 12709.745000 = -8440197.315086
  nChanged 11
		SP:Iteration 69Q (4666.130000 sec): 3 clusters
  Score: Raw -8452908.900271 + Penalty 12709.745000 = -8440199.155270
  nChanged 14
		SP:Iteration 70Q (4666.360000 sec): 3 clusters
  Score: Raw -8452911.056810 + Penalty 12709.745000 = -8440201.311809
  nChanged 9
		SP:Iteration 71Q (4666.570000 sec): 3 clusters
  Score: Raw -8452912.749291 + Penalty 12709.745000 = -8440203.004291
  nChanged 11
		SP:Iteration 72Q (4666.780000 sec): 3 clusters
  Score: Raw -8452914.383730 + Penalty 12709.745000 = -8440204.638730
  nChanged 7
		SP:Iteration 73Q (4667.000000 sec): 3 clusters
  Score: Raw -8452915.499517 + Penalty 12709.745000 = -8440205.754516
  nChanged 7
		SP:Iteration 74Q (4667.210000 sec): 3 clusters
  Score: Raw -8452916.588931 + Penalty 12709.745000 = -8440206.843931
  nChanged 10
		SP:Iteration 75Q (4667.430000 sec): 3 clusters
  Score: Raw -8452918.487536 + Penalty 12709.745000 = -8440208.742536
  nChanged 16
		SP:Iteration 76Q (4667.640000 sec): 3 clusters
  Score: Raw -8452921.548796 + Penalty 12709.745000 = -8440211.803796
  nChanged 19
		SP:Iteration 77Q (4667.860000 sec): 3 clusters
  Score: Raw -8452925.547534 + Penalty 12709.745000 = -8440215.802534
  nChanged 20
		SP:Iteration 78Q (4668.070000 sec): 3 clusters
  Score: Raw -8452929.670859 + Penalty 12709.745000 = -8440219.925858
  nChanged 21
		SP:Iteration 79Q (4668.280000 sec): 3 clusters
  Score: Raw -8452933.290659 + Penalty 12709.745000 = -8440223.545659
  nChanged 15
		SP:Iteration 80F (4668.530000 sec): 3 clusters
  Score: Raw -8452935.640710 + Penalty 12709.745000 = -8440225.895709
  nChanged 17
		SP:Iteration 81Q (4668.740000 sec): 3 clusters
  Score: Raw -8452939.195304 + Penalty 12709.745000 = -8440229.450304
  nChanged 19
		SP:Iteration 82Q (4668.960000 sec): 3 clusters
  Score: Raw -8452942.418879 + Penalty 12709.745000 = -8440232.673879
  nChanged 19
		SP:Iteration 83Q (4669.170000 sec): 3 clusters
  Score: Raw -8452945.738392 + Penalty 12709.745000 = -8440235.993391
  nChanged 14
		SP:Iteration 84Q (4669.380000 sec): 3 clusters
  Score: Raw -8452948.145313 + Penalty 12709.745000 = -8440238.400313
  nChanged 22
		SP:Iteration 85Q (4669.600000 sec): 3 clusters
  Score: Raw -8452953.509971 + Penalty 12709.745000 = -8440243.764970
  nChanged 16
		SP:Iteration 86Q (4669.810000 sec): 3 clusters
  Score: Raw -8452956.447666 + Penalty 12709.745000 = -8440246.702665
  nChanged 13
		SP:Iteration 87Q (4670.020000 sec): 3 clusters
  Score: Raw -8452959.313136 + Penalty 12709.745000 = -8440249.568136
  nChanged 17
		SP:Iteration 88Q (4670.240000 sec): 3 clusters
  Score: Raw -8452962.418986 + Penalty 12709.745000 = -8440252.673986
  nChanged 14
		SP:Iteration 89Q (4670.450000 sec): 3 clusters
  Score: Raw -8452964.965122 + Penalty 12709.745000 = -8440255.220122
  nChanged 8
		SP:Iteration 90Q (4670.660000 sec): 3 clusters
  Score: Raw -8452966.540894 + Penalty 12709.745000 = -8440256.795894
  nChanged 10
		SP:Iteration 91Q (4670.870000 sec): 3 clusters
  Score: Raw -8452967.881019 + Penalty 12709.745000 = -8440258.136019
  nChanged 9
		SP:Iteration 92Q (4671.090000 sec): 3 clusters
  Score: Raw -8452969.416138 + Penalty 12709.745000 = -8440259.671138
  nChanged 5
		SP:Iteration 93Q (4671.300000 sec): 3 clusters
  Score: Raw -8452970.064130 + Penalty 12709.745000 = -8440260.319129
  nChanged 6
		SP:Iteration 94Q (4671.510000 sec): 3 clusters
  Score: Raw -8452971.096174 + Penalty 12709.745000 = -8440261.351173
  nChanged 9
		SP:Iteration 95Q (4671.720000 sec): 3 clusters
  Score: Raw -8452972.908609 + Penalty 12709.745000 = -8440263.163609
  nChanged 5
		SP:Iteration 96Q (4671.930000 sec): 3 clusters
  Score: Raw -8452973.637010 + Penalty 12709.745000 = -8440263.892010
  nChanged 5
		SP:Iteration 97Q (4672.150000 sec): 3 clusters
  Score: Raw -8452974.346445 + Penalty 12709.745000 = -8440264.601445
  nChanged 6
		SP:Iteration 98Q (4672.360000 sec): 3 clusters
  Score: Raw -8452975.316057 + Penalty 12709.745000 = -8440265.571056
  nChanged 5
		SP:Iteration 99Q (4672.570000 sec): 3 clusters
  Score: Raw -8452976.510883 + Penalty 12709.745000 = -8440266.765883
  nChanged 7
		SP:Iteration 100F (4672.820000 sec): 3 clusters
  Score: Raw -8452977.783485 + Penalty 12709.745000 = -8440268.038485
  nChanged 7
		SP:Iteration 101Q (4673.030000 sec): 3 clusters
  Score: Raw -8452979.114417 + Penalty 12709.745000 = -8440269.369417
  nChanged 8
		SP:Iteration 102Q (4673.240000 sec): 3 clusters
  Score: Raw -8452980.374008 + Penalty 12709.745000 = -8440270.629007
  nChanged 9
		SP:Iteration 103Q (4673.450000 sec): 3 clusters
  Score: Raw -8452982.042257 + Penalty 12709.745000 = -8440272.297256
  nChanged 9
		SP:Iteration 104Q (4673.670000 sec): 3 clusters
  Score: Raw -8452983.620037 + Penalty 12709.745000 = -8440273.875037
  nChanged 7
		SP:Iteration 105Q (4673.880000 sec): 3 clusters
  Score: Raw -8452984.651695 + Penalty 12709.745000 = -8440274.906694
  nChanged 7
		SP:Iteration 106Q (4674.090000 sec): 3 clusters
  Score: Raw -8452986.203015 + Penalty 12709.745000 = -8440276.458015
  nChanged 9
		SP:Iteration 107Q (4674.300000 sec): 3 clusters
  Score: Raw -8452988.253991 + Penalty 12709.745000 = -8440278.508991
  nChanged 12
		SP:Iteration 108Q (4674.510000 sec): 3 clusters
  Score: Raw -8452990.665419 + Penalty 12709.745000 = -8440280.920418
  nChanged 11
		SP:Iteration 109Q (4674.720000 sec): 3 clusters
  Score: Raw -8452992.707507 + Penalty 12709.745000 = -8440282.962506
  nChanged 7
		SP:Iteration 110Q (4674.930000 sec): 3 clusters
  Score: Raw -8452993.714413 + Penalty 12709.745000 = -8440283.969413
  nChanged 4
		SP:Iteration 111Q (4675.150000 sec): 3 clusters
  Score: Raw -8452994.489989 + Penalty 12709.745000 = -8440284.744989
  nChanged 5
		SP:Iteration 112Q (4675.360000 sec): 3 clusters
  Score: Raw -8452995.145070 + Penalty 12709.745000 = -8440285.400069
  nChanged 3
		SP:Iteration 113Q (4675.570000 sec): 3 clusters
  Score: Raw -8452995.660178 + Penalty 12709.745000 = -8440285.915177
  nChanged 2
		SP:Iteration 114Q (4675.780000 sec): 3 clusters
  Score: Raw -8452996.087739 + Penalty 12709.745000 = -8440286.342739
  nChanged 0
		SP:Iteration 115F (4676.030000 sec): 3 clusters
  Score: Raw -8452996.087739 + Penalty 12709.745000 = -8440286.342739
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 25 (46042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4676.320000 sec): 2 clusters
  Score: Raw -12102625.466390 + Penalty 6576.601948 = -12096048.864442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4676.680000 sec): 3 clusters
  Score: Raw -12076093.516410 + Penalty 13153.203895 = -12062940.312515
  nChanged 20119
		SP:Iteration 1F (4677.030000 sec): 3 clusters
  Score: Raw -12086765.608695 + Penalty 13153.203895 = -12073612.404799
  nChanged 2522
		SP:Iteration 2F (4677.390000 sec): 3 clusters
  Score: Raw -12087776.205578 + Penalty 13153.203895 = -12074623.001682
  nChanged 2283
		SP:Iteration 3Q (4677.740000 sec): 3 clusters
  Score: Raw -12088707.121887 + Penalty 13153.203895 = -12075553.917992
  nChanged 2129
		SP:Iteration 4Q (4678.100000 sec): 3 clusters
  Score: Raw -12089634.254713 + Penalty 13153.203895 = -12076481.050818
  nChanged 2110
		SP:Iteration 5Q (4678.450000 sec): 3 clusters
  Score: Raw -12090684.615601 + Penalty 13153.203895 = -12077531.411706
  nChanged 2301
		SP:Iteration 6Q (4678.810000 sec): 3 clusters
  Score: Raw -12092054.253704 + Penalty 13153.203895 = -12078901.049809
  nChanged 2494
		SP:Iteration 7F (4679.160000 sec): 3 clusters
  Score: Raw -12093712.255093 + Penalty 13153.203895 = -12080559.051198
  nChanged 2540
		SP:Iteration 8F (4679.510000 sec): 3 clusters
  Score: Raw -12095492.383928 + Penalty 13153.203895 = -12082339.180033
  nChanged 2449
		SP:Iteration 9F (4679.870000 sec): 3 clusters
  Score: Raw -12097269.439252 + Penalty 13153.203895 = -12084116.235357
  nChanged 2195
		SP:Iteration 10Q (4680.210000 sec): 3 clusters
  Score: Raw -12098844.671881 + Penalty 13153.203895 = -12085691.467986
  nChanged 1833
		SP:Iteration 11Q (4680.550000 sec): 3 clusters
  Score: Raw -12100154.832275 + Penalty 13153.203895 = -12087001.628380
  nChanged 1451
		SP:Iteration 12Q (4680.890000 sec): 3 clusters
  Score: Raw -12101195.537805 + Penalty 13153.203895 = -12088042.333909
  nChanged 999
		SP:Iteration 13Q (4681.210000 sec): 3 clusters
  Score: Raw -12101889.835989 + Penalty 13153.203895 = -12088736.632093
  nChanged 673
		SP:Iteration 14Q (4681.530000 sec): 3 clusters
  Score: Raw -12102343.105300 + Penalty 13153.203895 = -12089189.901405
  nChanged 456
		SP:Iteration 15Q (4681.840000 sec): 3 clusters
  Score: Raw -12102667.037141 + Penalty 13153.203895 = -12089513.833245
  nChanged 314
		SP:Iteration 16Q (4682.150000 sec): 3 clusters
  Score: Raw -12102870.491494 + Penalty 13153.203895 = -12089717.287598
  nChanged 205
		SP:Iteration 17Q (4682.450000 sec): 3 clusters
  Score: Raw -12103008.988577 + Penalty 13153.203895 = -12089855.784681
  nChanged 140
		SP:Iteration 18Q (4682.740000 sec): 3 clusters
  Score: Raw -12103110.227636 + Penalty 13153.203895 = -12089957.023741
  nChanged 105
		SP:Iteration 19Q (4683.030000 sec): 3 clusters
  Score: Raw -12103190.980237 + Penalty 13153.203895 = -12090037.776341
  nChanged 88
		SP:Iteration 20F (4683.380000 sec): 3 clusters
  Score: Raw -12103261.330020 + Penalty 13153.203895 = -12090108.126124
  nChanged 70
		SP:Iteration 21Q (4683.660000 sec): 3 clusters
  Score: Raw -12103309.976032 + Penalty 13153.203895 = -12090156.772137
  nChanged 49
		SP:Iteration 22Q (4683.940000 sec): 3 clusters
  Score: Raw -12103343.641677 + Penalty 13153.203895 = -12090190.437782
  nChanged 36
		SP:Iteration 23Q (4684.210000 sec): 3 clusters
  Score: Raw -12103370.419527 + Penalty 13153.203895 = -12090217.215632
  nChanged 30
		SP:Iteration 24Q (4684.490000 sec): 3 clusters
  Score: Raw -12103389.900501 + Penalty 13153.203895 = -12090236.696606
  nChanged 23
		SP:Iteration 25Q (4684.760000 sec): 3 clusters
  Score: Raw -12103406.268859 + Penalty 13153.203895 = -12090253.064963
  nChanged 20
		SP:Iteration 26Q (4685.030000 sec): 3 clusters
  Score: Raw -12103420.789863 + Penalty 13153.203895 = -12090267.585967
  nChanged 15
		SP:Iteration 27Q (4685.310000 sec): 3 clusters
  Score: Raw -12103431.627564 + Penalty 13153.203895 = -12090278.423669
  nChanged 16
		SP:Iteration 28Q (4685.580000 sec): 3 clusters
  Score: Raw -12103444.143044 + Penalty 13153.203895 = -12090290.939148
  nChanged 22
		SP:Iteration 29Q (4685.850000 sec): 3 clusters
  Score: Raw -12103460.551573 + Penalty 13153.203895 = -12090307.347678
  nChanged 17
		SP:Iteration 30Q (4686.120000 sec): 3 clusters
  Score: Raw -12103471.847553 + Penalty 13153.203895 = -12090318.643658
  nChanged 12
		SP:Iteration 31Q (4686.390000 sec): 3 clusters
  Score: Raw -12103480.036367 + Penalty 13153.203895 = -12090326.832472
  nChanged 17
		SP:Iteration 32Q (4686.660000 sec): 3 clusters
  Score: Raw -12103490.918396 + Penalty 13153.203895 = -12090337.714501
  nChanged 10
		SP:Iteration 33Q (4686.930000 sec): 3 clusters
  Score: Raw -12103498.909214 + Penalty 13153.203895 = -12090345.705319
  nChanged 13
		SP:Iteration 34Q (4687.200000 sec): 3 clusters
  Score: Raw -12103507.028907 + Penalty 13153.203895 = -12090353.825012
  nChanged 7
		SP:Iteration 35Q (4687.470000 sec): 3 clusters
  Score: Raw -12103511.444121 + Penalty 13153.203895 = -12090358.240226
  nChanged 3
		SP:Iteration 36Q (4687.740000 sec): 3 clusters
  Score: Raw -12103513.056865 + Penalty 13153.203895 = -12090359.852970
  nChanged 3
		SP:Iteration 37Q (4688.010000 sec): 3 clusters
  Score: Raw -12103514.621661 + Penalty 13153.203895 = -12090361.417765
  nChanged 1
		SP:Iteration 38Q (4688.270000 sec): 3 clusters
  Score: Raw -12103515.027803 + Penalty 13153.203895 = -12090361.823907
  nChanged 1
		SP:Iteration 39Q (4688.540000 sec): 3 clusters
  Score: Raw -12103515.257793 + Penalty 13153.203895 = -12090362.053898
  nChanged 1
		SP:Iteration 40F (4688.890000 sec): 3 clusters
  Score: Raw -12103516.488187 + Penalty 13153.203895 = -12090363.284292
  nChanged 6
		SP:Iteration 41Q (4689.160000 sec): 3 clusters
  Score: Raw -12103520.551689 + Penalty 13153.203895 = -12090367.347794
  nChanged 3
		SP:Iteration 42Q (4689.430000 sec): 3 clusters
  Score: Raw -12103522.176854 + Penalty 13153.203895 = -12090368.972959
  nChanged 0
		SP:Iteration 43F (4689.770000 sec): 3 clusters
  Score: Raw -12103522.176854 + Penalty 13153.203895 = -12090368.972959
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 26 (6404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4689.840000 sec): 2 clusters
  Score: Raw -1647745.129839 + Penalty 5368.365320 = -1642376.764518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4689.890000 sec): 3 clusters
  Score: Raw -1645134.929161 + Penalty 10736.730641 = -1634398.198520
  nChanged 2243
		SP:Iteration 1F (4689.930000 sec): 3 clusters
  Score: Raw -1646795.799890 + Penalty 10736.730641 = -1636059.069249
  nChanged 558
		SP:Iteration 2F (4689.980000 sec): 3 clusters
  Score: Raw -1647497.960356 + Penalty 10736.730641 = -1636761.229715
  nChanged 446
		SP:Iteration 3F (4690.030000 sec): 3 clusters
  Score: Raw -1648282.711964 + Penalty 10736.730641 = -1637545.981323
  nChanged 462
		SP:Iteration 4F (4690.080000 sec): 3 clusters
  Score: Raw -1649187.111240 + Penalty 10736.730641 = -1638450.380599
  nChanged 486
		SP:Iteration 5F (4690.130000 sec): 3 clusters
  Score: Raw -1649932.405031 + Penalty 10736.730641 = -1639195.674390
  nChanged 376
		SP:Iteration 6F (4690.180000 sec): 3 clusters
  Score: Raw -1650453.296012 + Penalty 10736.730641 = -1639716.565371
  nChanged 283
		SP:Iteration 7Q (4690.230000 sec): 3 clusters
  Score: Raw -1650812.463930 + Penalty 10736.730641 = -1640075.733289
  nChanged 233
		SP:Iteration 8Q (4690.270000 sec): 3 clusters
  Score: Raw -1651064.651814 + Penalty 10736.730641 = -1640327.921173
  nChanged 148
		SP:Iteration 9Q (4690.310000 sec): 3 clusters
  Score: Raw -1651208.456498 + Penalty 10736.730641 = -1640471.725857
  nChanged 110
		SP:Iteration 10Q (4690.350000 sec): 3 clusters
  Score: Raw -1651290.910651 + Penalty 10736.730641 = -1640554.180011
  nChanged 75
		SP:Iteration 11Q (4690.400000 sec): 3 clusters
  Score: Raw -1651346.000596 + Penalty 10736.730641 = -1640609.269956
  nChanged 38
		SP:Iteration 12Q (4690.430000 sec): 3 clusters
  Score: Raw -1651374.062158 + Penalty 10736.730641 = -1640637.331518
  nChanged 39
		SP:Iteration 13Q (4690.470000 sec): 3 clusters
  Score: Raw -1651400.396498 + Penalty 10736.730641 = -1640663.665857
  nChanged 31
		SP:Iteration 14Q (4690.520000 sec): 3 clusters
  Score: Raw -1651422.658497 + Penalty 10736.730641 = -1640685.927857
  nChanged 21
		SP:Iteration 15Q (4690.560000 sec): 3 clusters
  Score: Raw -1651435.760954 + Penalty 10736.730641 = -1640699.030313
  nChanged 22
		SP:Iteration 16Q (4690.600000 sec): 3 clusters
  Score: Raw -1651450.487286 + Penalty 10736.730641 = -1640713.756645
  nChanged 21
		SP:Iteration 17Q (4690.640000 sec): 3 clusters
  Score: Raw -1651462.823640 + Penalty 10736.730641 = -1640726.092999
  nChanged 18
		SP:Iteration 18Q (4690.680000 sec): 3 clusters
  Score: Raw -1651474.748206 + Penalty 10736.730641 = -1640738.017565
  nChanged 16
		SP:Iteration 19Q (4690.720000 sec): 3 clusters
  Score: Raw -1651484.493637 + Penalty 10736.730641 = -1640747.762996
  nChanged 8
		SP:Iteration 20F (4690.770000 sec): 3 clusters
  Score: Raw -1651488.552350 + Penalty 10736.730641 = -1640751.821709
  nChanged 6
		SP:Iteration 21Q (4690.810000 sec): 3 clusters
  Score: Raw -1651491.187980 + Penalty 10736.730641 = -1640754.457339
  nChanged 4
		SP:Iteration 22Q (4690.850000 sec): 3 clusters
  Score: Raw -1651493.917380 + Penalty 10736.730641 = -1640757.186740
  nChanged 7
		SP:Iteration 23Q (4690.900000 sec): 3 clusters
  Score: Raw -1651499.029727 + Penalty 10736.730641 = -1640762.299086
  nChanged 8
		SP:Iteration 24Q (4690.940000 sec): 3 clusters
  Score: Raw -1651503.021791 + Penalty 10736.730641 = -1640766.291150
  nChanged 6
		SP:Iteration 25Q (4690.980000 sec): 3 clusters
  Score: Raw -1651506.209537 + Penalty 10736.730641 = -1640769.478896
  nChanged 6
		SP:Iteration 26Q (4691.020000 sec): 3 clusters
  Score: Raw -1651508.896758 + Penalty 10736.730641 = -1640772.166118
  nChanged 1
		SP:Iteration 27Q (4691.060000 sec): 3 clusters
  Score: Raw -1651509.883018 + Penalty 10736.730641 = -1640773.152377
  nChanged 2
		SP:Iteration 28Q (4691.090000 sec): 3 clusters
  Score: Raw -1651510.932153 + Penalty 10736.730641 = -1640774.201513
  nChanged 0
		SP:Iteration 29F (4691.140000 sec): 3 clusters
  Score: Raw -1651510.932153 + Penalty 10736.730641 = -1640774.201513
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 27 (17680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4691.270000 sec): 2 clusters
  Score: Raw -4573378.057994 + Penalty 5990.365968 = -4567387.692026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4691.400000 sec): 3 clusters
  Score: Raw -4564245.145508 + Penalty 11980.731937 = -4552264.413571
  nChanged 7037
		SP:Iteration 1F (4691.540000 sec): 3 clusters
  Score: Raw -4568138.943793 + Penalty 11980.731937 = -4556158.211856
  nChanged 1199
		SP:Iteration 2F (4691.680000 sec): 3 clusters
  Score: Raw -4568728.702191 + Penalty 11980.731937 = -4556747.970254
  nChanged 855
		SP:Iteration 3Q (4691.810000 sec): 3 clusters
  Score: Raw -4569107.629820 + Penalty 11980.731937 = -4557126.897883
  nChanged 651
		SP:Iteration 4Q (4691.950000 sec): 3 clusters
  Score: Raw -4569403.710437 + Penalty 11980.731937 = -4557422.978500
  nChanged 589
		SP:Iteration 5Q (4692.090000 sec): 3 clusters
  Score: Raw -4569663.236013 + Penalty 11980.731937 = -4557682.504076
  nChanged 522
		SP:Iteration 6Q (4692.230000 sec): 3 clusters
  Score: Raw -4569893.355449 + Penalty 11980.731937 = -4557912.623513
  nChanged 485
		SP:Iteration 7Q (4692.360000 sec): 3 clusters
  Score: Raw -4570111.527533 + Penalty 11980.731937 = -4558130.795596
  nChanged 452
		SP:Iteration 8Q (4692.500000 sec): 3 clusters
  Score: Raw -4570335.466993 + Penalty 11980.731937 = -4558354.735056
  nChanged 498
		SP:Iteration 9Q (4692.630000 sec): 3 clusters
  Score: Raw -4570589.407468 + Penalty 11980.731937 = -4558608.675531
  nChanged 545
		SP:Iteration 10Q (4692.770000 sec): 3 clusters
  Score: Raw -4570865.379832 + Penalty 11980.731937 = -4558884.647895
  nChanged 552
		SP:Iteration 11Q (4692.910000 sec): 3 clusters
  Score: Raw -4571161.436177 + Penalty 11980.731937 = -4559180.704241
  nChanged 591
		SP:Iteration 12Q (4693.040000 sec): 3 clusters
  Score: Raw -4571495.559680 + Penalty 11980.731937 = -4559514.827743
  nChanged 640
		SP:Iteration 13Q (4693.180000 sec): 3 clusters
  Score: Raw -4571883.586501 + Penalty 11980.731937 = -4559902.854564
  nChanged 660
		SP:Iteration 14Q (4693.310000 sec): 3 clusters
  Score: Raw -4572310.570576 + Penalty 11980.731937 = -4560329.838639
  nChanged 663
		SP:Iteration 15Q (4693.450000 sec): 3 clusters
  Score: Raw -4572787.905911 + Penalty 11980.731937 = -4560807.173974
  nChanged 661
		SP:Iteration 16Q (4693.580000 sec): 3 clusters
  Score: Raw -4573341.856811 + Penalty 11980.731937 = -4561361.124874
  nChanged 588
		SP:Iteration 17Q (4693.720000 sec): 3 clusters
  Score: Raw -4573882.494787 + Penalty 11980.731937 = -4561901.762850
  nChanged 485
		SP:Iteration 18Q (4693.850000 sec): 3 clusters
  Score: Raw -4574499.049035 + Penalty 11980.731937 = -4562518.317098
  nChanged 384
		SP:Iteration 19Q (4693.970000 sec): 3 clusters
  Score: Raw -4575468.887242 + Penalty 11980.731937 = -4563488.155306
  nChanged 369
		SP:Iteration 20F (4694.110000 sec): 3 clusters
  Score: Raw -4576747.292344 + Penalty 11980.731937 = -4564766.560407
  nChanged 525
		SP:Iteration 21Q (4694.230000 sec): 3 clusters
  Score: Raw -4577490.294642 + Penalty 11980.731937 = -4565509.562705
  nChanged 594
		SP:Iteration 22Q (4694.350000 sec): 3 clusters
  Score: Raw -4577987.117237 + Penalty 11980.731937 = -4566006.385301
  nChanged 586
		SP:Iteration 23Q (4694.460000 sec): 3 clusters
  Score: Raw -4578469.828856 + Penalty 11980.731937 = -4566489.096919
  nChanged 610
		SP:Iteration 24Q (4694.580000 sec): 3 clusters
  Score: Raw -4578978.436906 + Penalty 11980.731937 = -4566997.704969
  nChanged 666
		SP:Iteration 25Q (4694.700000 sec): 3 clusters
  Score: Raw -4579537.950067 + Penalty 11980.731937 = -4567557.218130
  nChanged 752
		SP:Iteration 26Q (4694.810000 sec): 3 clusters
  Score: Raw -4580246.739762 + Penalty 11980.731937 = -4568266.007825
  nChanged 872
		SP:Iteration 27Q (4694.930000 sec): 3 clusters
  Score: Raw -4581169.671349 + Penalty 11980.731937 = -4569188.939412
  nChanged 969
		SP:Iteration 28F (4695.070000 sec): 3 clusters
  Score: Raw -4582288.025099 + Penalty 11980.731937 = -4570307.293162
  nChanged 975
		SP:Iteration 29F (4695.200000 sec): 3 clusters
  Score: Raw -4583617.852177 + Penalty 11980.731937 = -4571637.120240
  nChanged 913
		SP:Iteration 30F (4695.340000 sec): 3 clusters
  Score: Raw -4585316.807100 + Penalty 11980.731937 = -4573336.075163
  nChanged 618
		SP:Iteration 31Q (4695.450000 sec): 3 clusters
  Score: Raw -4586960.842882 + Penalty 11980.731937 = -4574980.110945
  nChanged 273
		SP:Iteration 32Q (4695.540000 sec): 3 clusters
  Score: Raw -4587605.463538 + Penalty 11980.731937 = -4575624.731601
  nChanged 96
		SP:Iteration 33Q (4695.630000 sec): 3 clusters
  Score: Raw -4587715.854664 + Penalty 11980.731937 = -4575735.122727
  nChanged 28
		SP:Iteration 34Q (4695.730000 sec): 3 clusters
  Score: Raw -4587730.211044 + Penalty 11980.731937 = -4575749.479107
  nChanged 13
		SP:Iteration 35Q (4695.820000 sec): 3 clusters
  Score: Raw -4587734.938760 + Penalty 11980.731937 = -4575754.206823
  nChanged 5
		SP:Iteration 36Q (4695.910000 sec): 3 clusters
  Score: Raw -4587736.146052 + Penalty 11980.731937 = -4575755.414115
  nChanged 1
		SP:Iteration 37Q (4696.000000 sec): 3 clusters
  Score: Raw -4587736.297689 + Penalty 11980.731937 = -4575755.565752
  nChanged 0
		SP:Iteration 38F (4696.140000 sec): 3 clusters
  Score: Raw -4587736.297689 + Penalty 11980.731937 = -4575755.565752
  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 23.66 GB.

 Trying to split cluster 28 (33490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4696.370000 sec): 2 clusters
  Score: Raw -8938940.493809 + Penalty 6381.638827 = -8932558.854983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4696.640000 sec): 3 clusters
  Score: Raw -8920355.308513 + Penalty 12763.277653 = -8907592.030860
  nChanged 14212
		SP:Iteration 1F (4696.900000 sec): 3 clusters
  Score: Raw -8928097.836152 + Penalty 12763.277653 = -8915334.558499
  nChanged 2157
		SP:Iteration 2F (4697.160000 sec): 3 clusters
  Score: Raw -8929100.238636 + Penalty 12763.277653 = -8916336.960983
  nChanged 1840
		SP:Iteration 3F (4697.420000 sec): 3 clusters
  Score: Raw -8930042.035193 + Penalty 12763.277653 = -8917278.757539
  nChanged 1843
		SP:Iteration 4F (4697.680000 sec): 3 clusters
  Score: Raw -8931117.441839 + Penalty 12763.277653 = -8918354.164186
  nChanged 1932
		SP:Iteration 5F (4697.940000 sec): 3 clusters
  Score: Raw -8932417.413700 + Penalty 12763.277653 = -8919654.136047
  nChanged 2064
		SP:Iteration 6F (4698.200000 sec): 3 clusters
  Score: Raw -8933981.522817 + Penalty 12763.277653 = -8921218.245164
  nChanged 2056
		SP:Iteration 7F (4698.450000 sec): 3 clusters
  Score: Raw -8935558.050465 + Penalty 12763.277653 = -8922794.772811
  nChanged 1846
		SP:Iteration 8F (4698.710000 sec): 3 clusters
  Score: Raw -8936898.487380 + Penalty 12763.277653 = -8924135.209727
  nChanged 1530
		SP:Iteration 9Q (4698.970000 sec): 3 clusters
  Score: Raw -8937849.033458 + Penalty 12763.277653 = -8925085.755804
  nChanged 1166
		SP:Iteration 10Q (4699.230000 sec): 3 clusters
  Score: Raw -8938469.635886 + Penalty 12763.277653 = -8925706.358233
  nChanged 849
		SP:Iteration 11Q (4699.490000 sec): 3 clusters
  Score: Raw -8938892.140403 + Penalty 12763.277653 = -8926128.862750
  nChanged 618
		SP:Iteration 12Q (4699.740000 sec): 3 clusters
  Score: Raw -8939155.944519 + Penalty 12763.277653 = -8926392.666866
  nChanged 441
		SP:Iteration 13Q (4700.000000 sec): 3 clusters
  Score: Raw -8939331.925197 + Penalty 12763.277653 = -8926568.647544
  nChanged 324
		SP:Iteration 14Q (4700.250000 sec): 3 clusters
  Score: Raw -8939456.894137 + Penalty 12763.277653 = -8926693.616484
  nChanged 268
		SP:Iteration 15Q (4700.510000 sec): 3 clusters
  Score: Raw -8939555.211096 + Penalty 12763.277653 = -8926791.933443
  nChanged 245
		SP:Iteration 16Q (4700.760000 sec): 3 clusters
  Score: Raw -8939640.072192 + Penalty 12763.277653 = -8926876.794539
  nChanged 183
		SP:Iteration 17Q (4701.020000 sec): 3 clusters
  Score: Raw -8939704.570935 + Penalty 12763.277653 = -8926941.293282
  nChanged 157
		SP:Iteration 18Q (4701.270000 sec): 3 clusters
  Score: Raw -8939758.525270 + Penalty 12763.277653 = -8926995.247617
  nChanged 133
		SP:Iteration 19Q (4701.530000 sec): 3 clusters
  Score: Raw -8939802.561286 + Penalty 12763.277653 = -8927039.283633
  nChanged 112
		SP:Iteration 20F (4701.780000 sec): 3 clusters
  Score: Raw -8939836.029998 + Penalty 12763.277653 = -8927072.752345
  nChanged 91
		SP:Iteration 21Q (4702.040000 sec): 3 clusters
  Score: Raw -8939865.813383 + Penalty 12763.277653 = -8927102.535730
  nChanged 76
		SP:Iteration 22Q (4702.290000 sec): 3 clusters
  Score: Raw -8939891.439387 + Penalty 12763.277653 = -8927128.161734
  nChanged 72
		SP:Iteration 23Q (4702.540000 sec): 3 clusters
  Score: Raw -8939913.879450 + Penalty 12763.277653 = -8927150.601797
  nChanged 72
		SP:Iteration 24Q (4702.800000 sec): 3 clusters
  Score: Raw -8939937.406658 + Penalty 12763.277653 = -8927174.129005
  nChanged 67
		SP:Iteration 25Q (4703.040000 sec): 3 clusters
  Score: Raw -8939958.646434 + Penalty 12763.277653 = -8927195.368781
  nChanged 57
		SP:Iteration 26Q (4703.300000 sec): 3 clusters
  Score: Raw -8939976.778215 + Penalty 12763.277653 = -8927213.500562
  nChanged 55
		SP:Iteration 27Q (4703.550000 sec): 3 clusters
  Score: Raw -8939993.309911 + Penalty 12763.277653 = -8927230.032258
  nChanged 40
		SP:Iteration 28Q (4703.800000 sec): 3 clusters
  Score: Raw -8940004.714560 + Penalty 12763.277653 = -8927241.436907
  nChanged 34
		SP:Iteration 29Q (4704.050000 sec): 3 clusters
  Score: Raw -8940015.238931 + Penalty 12763.277653 = -8927251.961277
  nChanged 35
		SP:Iteration 30Q (4704.290000 sec): 3 clusters
  Score: Raw -8940027.225504 + Penalty 12763.277653 = -8927263.947851
  nChanged 28
		SP:Iteration 31Q (4704.540000 sec): 3 clusters
  Score: Raw -8940035.207953 + Penalty 12763.277653 = -8927271.930300
  nChanged 29
		SP:Iteration 32Q (4704.800000 sec): 3 clusters
  Score: Raw -8940043.174478 + Penalty 12763.277653 = -8927279.896825
  nChanged 26
		SP:Iteration 33Q (4705.050000 sec): 3 clusters
  Score: Raw -8940051.135857 + Penalty 12763.277653 = -8927287.858203
  nChanged 23
		SP:Iteration 34Q (4705.290000 sec): 3 clusters
  Score: Raw -8940057.989125 + Penalty 12763.277653 = -8927294.711472
  nChanged 17
		SP:Iteration 35Q (4705.540000 sec): 3 clusters
  Score: Raw -8940063.667658 + Penalty 12763.277653 = -8927300.390005
  nChanged 18
		SP:Iteration 36Q (4705.790000 sec): 3 clusters
  Score: Raw -8940068.660447 + Penalty 12763.277653 = -8927305.382794
  nChanged 15
		SP:Iteration 37Q (4706.040000 sec): 3 clusters
  Score: Raw -8940074.032781 + Penalty 12763.277653 = -8927310.755128
  nChanged 19
		SP:Iteration 38Q (4706.280000 sec): 3 clusters
  Score: Raw -8940080.131714 + Penalty 12763.277653 = -8927316.854061
  nChanged 15
		SP:Iteration 39Q (4706.530000 sec): 3 clusters
  Score: Raw -8940084.917009 + Penalty 12763.277653 = -8927321.639356
  nChanged 15
		SP:Iteration 40F (4706.790000 sec): 3 clusters
  Score: Raw -8940089.184524 + Penalty 12763.277653 = -8927325.906871
  nChanged 12
		SP:Iteration 41Q (4707.040000 sec): 3 clusters
  Score: Raw -8940092.847851 + Penalty 12763.277653 = -8927329.570198
  nChanged 17
		SP:Iteration 42Q (4707.280000 sec): 3 clusters
  Score: Raw -8940098.182138 + Penalty 12763.277653 = -8927334.904485
  nChanged 23
		SP:Iteration 43Q (4707.530000 sec): 3 clusters
  Score: Raw -8940106.727674 + Penalty 12763.277653 = -8927343.450021
  nChanged 31
		SP:Iteration 44Q (4707.780000 sec): 3 clusters
  Score: Raw -8940117.263332 + Penalty 12763.277653 = -8927353.985679
  nChanged 30
		SP:Iteration 45Q (4708.020000 sec): 3 clusters
  Score: Raw -8940126.973155 + Penalty 12763.277653 = -8927363.695502
  nChanged 27
		SP:Iteration 46Q (4708.270000 sec): 3 clusters
  Score: Raw -8940135.993139 + Penalty 12763.277653 = -8927372.715486
  nChanged 16
		SP:Iteration 47Q (4708.510000 sec): 3 clusters
  Score: Raw -8940141.325462 + Penalty 12763.277653 = -8927378.047809
  nChanged 13
		SP:Iteration 48Q (4708.760000 sec): 3 clusters
  Score: Raw -8940144.707760 + Penalty 12763.277653 = -8927381.430107
  nChanged 13
		SP:Iteration 49Q (4709.000000 sec): 3 clusters
  Score: Raw -8940148.148909 + Penalty 12763.277653 = -8927384.871256
  nChanged 10
		SP:Iteration 50Q (4709.250000 sec): 3 clusters
  Score: Raw -8940150.966160 + Penalty 12763.277653 = -8927387.688507
  nChanged 8
		SP:Iteration 51Q (4709.500000 sec): 3 clusters
  Score: Raw -8940153.618401 + Penalty 12763.277653 = -8927390.340748
  nChanged 7
		SP:Iteration 52Q (4709.740000 sec): 3 clusters
  Score: Raw -8940156.599779 + Penalty 12763.277653 = -8927393.322126
  nChanged 12
		SP:Iteration 53Q (4709.990000 sec): 3 clusters
  Score: Raw -8940160.887166 + Penalty 12763.277653 = -8927397.609513
  nChanged 14
		SP:Iteration 54Q (4710.240000 sec): 3 clusters
  Score: Raw -8940165.351361 + Penalty 12763.277653 = -8927402.073707
  nChanged 13
		SP:Iteration 55Q (4710.480000 sec): 3 clusters
  Score: Raw -8940169.661792 + Penalty 12763.277653 = -8927406.384139
  nChanged 10
		SP:Iteration 56Q (4710.730000 sec): 3 clusters
  Score: Raw -8940173.059917 + Penalty 12763.277653 = -8927409.782264
  nChanged 12
		SP:Iteration 57Q (4710.980000 sec): 3 clusters
  Score: Raw -8940176.594538 + Penalty 12763.277653 = -8927413.316885
  nChanged 11
		SP:Iteration 58Q (4711.220000 sec): 3 clusters
  Score: Raw -8940180.583939 + Penalty 12763.277653 = -8927417.306286
  nChanged 13
		SP:Iteration 59Q (4711.470000 sec): 3 clusters
  Score: Raw -8940184.419577 + Penalty 12763.277653 = -8927421.141923
  nChanged 14
		SP:Iteration 60F (4711.720000 sec): 3 clusters
  Score: Raw -8940188.587129 + Penalty 12763.277653 = -8927425.309476
  nChanged 7
		SP:Iteration 61Q (4711.970000 sec): 3 clusters
  Score: Raw -8940191.591382 + Penalty 12763.277653 = -8927428.313729
  nChanged 11
		SP:Iteration 62Q (4712.210000 sec): 3 clusters
  Score: Raw -8940195.028700 + Penalty 12763.277653 = -8927431.751047
  nChanged 9
		SP:Iteration 63Q (4712.460000 sec): 3 clusters
  Score: Raw -8940198.554210 + Penalty 12763.277653 = -8927435.276557
  nChanged 12
		SP:Iteration 64Q (4712.700000 sec): 3 clusters
  Score: Raw -8940202.249879 + Penalty 12763.277653 = -8927438.972226
  nChanged 6
		SP:Iteration 65Q (4712.940000 sec): 3 clusters
  Score: Raw -8940204.688457 + Penalty 12763.277653 = -8927441.410804
  nChanged 5
		SP:Iteration 66Q (4713.190000 sec): 3 clusters
  Score: Raw -8940206.545745 + Penalty 12763.277653 = -8927443.268092
  nChanged 9
		SP:Iteration 67Q (4713.430000 sec): 3 clusters
  Score: Raw -8940209.838652 + Penalty 12763.277653 = -8927446.560999
  nChanged 11
		SP:Iteration 68Q (4713.680000 sec): 3 clusters
  Score: Raw -8940212.949953 + Penalty 12763.277653 = -8927449.672300
  nChanged 9
		SP:Iteration 69Q (4713.920000 sec): 3 clusters
  Score: Raw -8940216.505207 + Penalty 12763.277653 = -8927453.227554
  nChanged 10
		SP:Iteration 70Q (4714.160000 sec): 3 clusters
  Score: Raw -8940220.046893 + Penalty 12763.277653 = -8927456.769240
  nChanged 7
		SP:Iteration 71Q (4714.410000 sec): 3 clusters
  Score: Raw -8940223.065872 + Penalty 12763.277653 = -8927459.788219
  nChanged 9
		SP:Iteration 72Q (4714.650000 sec): 3 clusters
  Score: Raw -8940227.588446 + Penalty 12763.277653 = -8927464.310793
  nChanged 14
		SP:Iteration 73Q (4714.890000 sec): 3 clusters
  Score: Raw -8940232.093192 + Penalty 12763.277653 = -8927468.815539
  nChanged 16
		SP:Iteration 74Q (4715.140000 sec): 3 clusters
  Score: Raw -8940237.697057 + Penalty 12763.277653 = -8927474.419404
  nChanged 20
		SP:Iteration 75Q (4715.380000 sec): 3 clusters
  Score: Raw -8940244.807734 + Penalty 12763.277653 = -8927481.530081
  nChanged 13
		SP:Iteration 76Q (4715.620000 sec): 3 clusters
  Score: Raw -8940250.151208 + Penalty 12763.277653 = -8927486.873555
  nChanged 14
		SP:Iteration 77Q (4715.860000 sec): 3 clusters
  Score: Raw -8940254.395368 + Penalty 12763.277653 = -8927491.117715
  nChanged 12
		SP:Iteration 78Q (4716.100000 sec): 3 clusters
  Score: Raw -8940258.887223 + Penalty 12763.277653 = -8927495.609570
  nChanged 20
		SP:Iteration 79Q (4716.340000 sec): 3 clusters
  Score: Raw -8940267.197602 + Penalty 12763.277653 = -8927503.919949
  nChanged 21
		SP:Iteration 80F (4716.600000 sec): 3 clusters
  Score: Raw -8940275.258633 + Penalty 12763.277653 = -8927511.980980
  nChanged 16
		SP:Iteration 81Q (4716.840000 sec): 3 clusters
  Score: Raw -8940281.524245 + Penalty 12763.277653 = -8927518.246592
  nChanged 22
		SP:Iteration 82Q (4717.080000 sec): 3 clusters
  Score: Raw -8940289.821883 + Penalty 12763.277653 = -8927526.544230
  nChanged 23
		SP:Iteration 83Q (4717.330000 sec): 3 clusters
  Score: Raw -8940298.141151 + Penalty 12763.277653 = -8927534.863497
  nChanged 17
		SP:Iteration 84Q (4717.570000 sec): 3 clusters
  Score: Raw -8940304.038455 + Penalty 12763.277653 = -8927540.760802
  nChanged 12
		SP:Iteration 85Q (4717.810000 sec): 3 clusters
  Score: Raw -8940308.347516 + Penalty 12763.277653 = -8927545.069863
  nChanged 10
		SP:Iteration 86Q (4718.050000 sec): 3 clusters
  Score: Raw -8940311.596119 + Penalty 12763.277653 = -8927548.318466
  nChanged 11
		SP:Iteration 87Q (4718.290000 sec): 3 clusters
  Score: Raw -8940315.172220 + Penalty 12763.277653 = -8927551.894567
  nChanged 10
		SP:Iteration 88Q (4718.530000 sec): 3 clusters
  Score: Raw -8940318.485637 + Penalty 12763.277653 = -8927555.207984
  nChanged 5
		SP:Iteration 89Q (4718.770000 sec): 3 clusters
  Score: Raw -8940320.232734 + Penalty 12763.277653 = -8927556.955081
  nChanged 8
		SP:Iteration 90Q (4719.010000 sec): 3 clusters
  Score: Raw -8940322.913017 + Penalty 12763.277653 = -8927559.635364
  nChanged 14
		SP:Iteration 91Q (4719.250000 sec): 3 clusters
  Score: Raw -8940327.351688 + Penalty 12763.277653 = -8927564.074035
  nChanged 13
		SP:Iteration 92Q (4719.490000 sec): 3 clusters
  Score: Raw -8940331.162447 + Penalty 12763.277653 = -8927567.884794
  nChanged 7
		SP:Iteration 93Q (4719.740000 sec): 3 clusters
  Score: Raw -8940332.913475 + Penalty 12763.277653 = -8927569.635822
  nChanged 4
		SP:Iteration 94Q (4719.980000 sec): 3 clusters
  Score: Raw -8940333.802618 + Penalty 12763.277653 = -8927570.524965
  nChanged 5
		SP:Iteration 95Q (4720.220000 sec): 3 clusters
  Score: Raw -8940335.598729 + Penalty 12763.277653 = -8927572.321075
  nChanged 7
		SP:Iteration 96Q (4720.460000 sec): 3 clusters
  Score: Raw -8940338.438171 + Penalty 12763.277653 = -8927575.160518
  nChanged 8
		SP:Iteration 97Q (4720.690000 sec): 3 clusters
  Score: Raw -8940341.031741 + Penalty 12763.277653 = -8927577.754088
  nChanged 6
		SP:Iteration 98Q (4720.940000 sec): 3 clusters
  Score: Raw -8940343.099813 + Penalty 12763.277653 = -8927579.822160
  nChanged 3
		SP:Iteration 99Q (4721.180000 sec): 3 clusters
  Score: Raw -8940344.454857 + Penalty 12763.277653 = -8927581.177204
  nChanged 2
		SP:Iteration 100F (4721.430000 sec): 3 clusters
  Score: Raw -8940345.204552 + Penalty 12763.277653 = -8927581.926899
  nChanged 2
		SP:Iteration 101Q (4721.670000 sec): 3 clusters
  Score: Raw -8940345.876903 + Penalty 12763.277653 = -8927582.599250
  nChanged 3
		SP:Iteration 102Q (4721.910000 sec): 3 clusters
  Score: Raw -8940347.303400 + Penalty 12763.277653 = -8927584.025747
  nChanged 4
		SP:Iteration 103Q (4722.150000 sec): 3 clusters
  Score: Raw -8940348.414060 + Penalty 12763.277653 = -8927585.136407
  nChanged 2
		SP:Iteration 104Q (4722.390000 sec): 3 clusters
  Score: Raw -8940348.959567 + Penalty 12763.277653 = -8927585.681914
  nChanged 1
		SP:Iteration 105Q (4722.630000 sec): 3 clusters
  Score: Raw -8940349.372633 + Penalty 12763.277653 = -8927586.094980
  nChanged 2
		SP:Iteration 106Q (4722.870000 sec): 3 clusters
  Score: Raw -8940350.073190 + Penalty 12763.277653 = -8927586.795537
  nChanged 4
		SP:Iteration 107Q (4723.100000 sec): 3 clusters
  Score: Raw -8940351.857128 + Penalty 12763.277653 = -8927588.579474
  nChanged 2
		SP:Iteration 108Q (4723.340000 sec): 3 clusters
  Score: Raw -8940352.597950 + Penalty 12763.277653 = -8927589.320297
  nChanged 3
		SP:Iteration 109Q (4723.580000 sec): 3 clusters
  Score: Raw -8940353.847987 + Penalty 12763.277653 = -8927590.570334
  nChanged 1
		SP:Iteration 110Q (4723.820000 sec): 3 clusters
  Score: Raw -8940354.162753 + Penalty 12763.277653 = -8927590.885100
  nChanged 1
		SP:Iteration 111Q (4724.060000 sec): 3 clusters
  Score: Raw -8940354.321629 + Penalty 12763.277653 = -8927591.043976
  nChanged 0
		SP:Iteration 112F (4724.320000 sec): 3 clusters
  Score: Raw -8940354.321629 + Penalty 12763.277653 = -8927591.043976
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 29 (20061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4724.460000 sec): 2 clusters
  Score: Raw -5326733.875467 + Penalty 6067.751408 = -5320666.124060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4724.610000 sec): 3 clusters
  Score: Raw -5316191.815393 + Penalty 12135.502816 = -5304056.312578
  nChanged 8129
		SP:Iteration 1F (4724.770000 sec): 3 clusters
  Score: Raw -5320632.626812 + Penalty 12135.502816 = -5308497.123996
  nChanged 1313
		SP:Iteration 2F (4724.920000 sec): 3 clusters
  Score: Raw -5321268.520241 + Penalty 12135.502816 = -5309133.017425
  nChanged 982
		SP:Iteration 3Q (4725.080000 sec): 3 clusters
  Score: Raw -5321688.291792 + Penalty 12135.502816 = -5309552.788977
  nChanged 768
		SP:Iteration 4Q (4725.230000 sec): 3 clusters
  Score: Raw -5322017.612020 + Penalty 12135.502816 = -5309882.109204
  nChanged 686
		SP:Iteration 5Q (4725.390000 sec): 3 clusters
  Score: Raw -5322341.838967 + Penalty 12135.502816 = -5310206.336152
  nChanged 717
		SP:Iteration 6Q (4725.540000 sec): 3 clusters
  Score: Raw -5322704.312094 + Penalty 12135.502816 = -5310568.809278
  nChanged 722
		SP:Iteration 7Q (4725.700000 sec): 3 clusters
  Score: Raw -5323108.106914 + Penalty 12135.502816 = -5310972.604099
  nChanged 787
		SP:Iteration 8Q (4725.860000 sec): 3 clusters
  Score: Raw -5323588.832277 + Penalty 12135.502816 = -5311453.329461
  nChanged 848
		SP:Iteration 9Q (4726.010000 sec): 3 clusters
  Score: Raw -5324134.543592 + Penalty 12135.502816 = -5311999.040776
  nChanged 853
		SP:Iteration 10Q (4726.170000 sec): 3 clusters
  Score: Raw -5324745.778726 + Penalty 12135.502816 = -5312610.275910
  nChanged 863
		SP:Iteration 11Q (4726.320000 sec): 3 clusters
  Score: Raw -5325382.101415 + Penalty 12135.502816 = -5313246.598599
  nChanged 829
		SP:Iteration 12Q (4726.480000 sec): 3 clusters
  Score: Raw -5325971.771731 + Penalty 12135.502816 = -5313836.268916
  nChanged 717
		SP:Iteration 13Q (4726.630000 sec): 3 clusters
  Score: Raw -5326436.354815 + Penalty 12135.502816 = -5314300.851999
  nChanged 611
		SP:Iteration 14Q (4726.780000 sec): 3 clusters
  Score: Raw -5326820.390151 + Penalty 12135.502816 = -5314684.887336
  nChanged 530
		SP:Iteration 15Q (4726.940000 sec): 3 clusters
  Score: Raw -5327171.454544 + Penalty 12135.502816 = -5315035.951729
  nChanged 455
		SP:Iteration 16Q (4727.100000 sec): 3 clusters
  Score: Raw -5327474.230109 + Penalty 12135.502816 = -5315338.727294
  nChanged 364
		SP:Iteration 17Q (4727.250000 sec): 3 clusters
  Score: Raw -5327710.606788 + Penalty 12135.502816 = -5315575.103972
  nChanged 321
		SP:Iteration 18Q (4727.400000 sec): 3 clusters
  Score: Raw -5327929.725558 + Penalty 12135.502816 = -5315794.222743
  nChanged 287
		SP:Iteration 19Q (4727.540000 sec): 3 clusters
  Score: Raw -5328116.190899 + Penalty 12135.502816 = -5315980.688083
  nChanged 253
		SP:Iteration 20F (4727.700000 sec): 3 clusters
  Score: Raw -5328269.285325 + Penalty 12135.502816 = -5316133.782509
  nChanged 246
		SP:Iteration 21Q (4727.840000 sec): 3 clusters
  Score: Raw -5328405.547337 + Penalty 12135.502816 = -5316270.044521
  nChanged 198
		SP:Iteration 22Q (4727.990000 sec): 3 clusters
  Score: Raw -5328524.756273 + Penalty 12135.502816 = -5316389.253457
  nChanged 200
		SP:Iteration 23Q (4728.130000 sec): 3 clusters
  Score: Raw -5328635.953044 + Penalty 12135.502816 = -5316500.450228
  nChanged 187
		SP:Iteration 24Q (4728.270000 sec): 3 clusters
  Score: Raw -5328747.523499 + Penalty 12135.502816 = -5316612.020683
  nChanged 157
		SP:Iteration 25Q (4728.410000 sec): 3 clusters
  Score: Raw -5328837.128561 + Penalty 12135.502816 = -5316701.625746
  nChanged 170
		SP:Iteration 26Q (4728.550000 sec): 3 clusters
  Score: Raw -5328928.832255 + Penalty 12135.502816 = -5316793.329440
  nChanged 155
		SP:Iteration 27Q (4728.680000 sec): 3 clusters
  Score: Raw -5329014.087024 + Penalty 12135.502816 = -5316878.584208
  nChanged 135
		SP:Iteration 28Q (4728.820000 sec): 3 clusters
  Score: Raw -5329076.963206 + Penalty 12135.502816 = -5316941.460390
  nChanged 111
		SP:Iteration 29Q (4728.950000 sec): 3 clusters
  Score: Raw -5329126.684176 + Penalty 12135.502816 = -5316991.181360
  nChanged 92
		SP:Iteration 30Q (4729.090000 sec): 3 clusters
  Score: Raw -5329160.287198 + Penalty 12135.502816 = -5317024.784382
  nChanged 83
		SP:Iteration 31Q (4729.220000 sec): 3 clusters
  Score: Raw -5329192.463417 + Penalty 12135.502816 = -5317056.960601
  nChanged 54
		SP:Iteration 32Q (4729.350000 sec): 3 clusters
  Score: Raw -5329211.140511 + Penalty 12135.502816 = -5317075.637695
  nChanged 47
		SP:Iteration 33Q (4729.480000 sec): 3 clusters
  Score: Raw -5329230.156250 + Penalty 12135.502816 = -5317094.653434
  nChanged 49
		SP:Iteration 34Q (4729.620000 sec): 3 clusters
  Score: Raw -5329248.374248 + Penalty 12135.502816 = -5317112.871433
  nChanged 41
		SP:Iteration 35Q (4729.750000 sec): 3 clusters
  Score: Raw -5329261.739853 + Penalty 12135.502816 = -5317126.237038
  nChanged 33
		SP:Iteration 36Q (4729.880000 sec): 3 clusters
  Score: Raw -5329272.774817 + Penalty 12135.502816 = -5317137.272001
  nChanged 29
		SP:Iteration 37Q (4730.010000 sec): 3 clusters
  Score: Raw -5329280.337579 + Penalty 12135.502816 = -5317144.834763
  nChanged 24
		SP:Iteration 38Q (4730.140000 sec): 3 clusters
  Score: Raw -5329288.444455 + Penalty 12135.502816 = -5317152.941639
  nChanged 30
		SP:Iteration 39Q (4730.280000 sec): 3 clusters
  Score: Raw -5329298.834125 + Penalty 12135.502816 = -5317163.331309
  nChanged 26
		SP:Iteration 40F (4730.430000 sec): 3 clusters
  Score: Raw -5329306.860883 + Penalty 12135.502816 = -5317171.358067
  nChanged 25
		SP:Iteration 41Q (4730.570000 sec): 3 clusters
  Score: Raw -5329315.557198 + Penalty 12135.502816 = -5317180.054383
  nChanged 22
		SP:Iteration 42Q (4730.700000 sec): 3 clusters
  Score: Raw -5329322.999315 + Penalty 12135.502816 = -5317187.496500
  nChanged 20
		SP:Iteration 43Q (4730.830000 sec): 3 clusters
  Score: Raw -5329328.693311 + Penalty 12135.502816 = -5317193.190495
  nChanged 19
		SP:Iteration 44Q (4730.960000 sec): 3 clusters
  Score: Raw -5329334.214785 + Penalty 12135.502816 = -5317198.711970
  nChanged 12
		SP:Iteration 45Q (4731.090000 sec): 3 clusters
  Score: Raw -5329338.453017 + Penalty 12135.502816 = -5317202.950202
  nChanged 13
		SP:Iteration 46Q (4731.220000 sec): 3 clusters
  Score: Raw -5329342.744691 + Penalty 12135.502816 = -5317207.241876
  nChanged 13
		SP:Iteration 47Q (4731.350000 sec): 3 clusters
  Score: Raw -5329346.628616 + Penalty 12135.502816 = -5317211.125800
  nChanged 16
		SP:Iteration 48Q (4731.470000 sec): 3 clusters
  Score: Raw -5329351.184787 + Penalty 12135.502816 = -5317215.681971
  nChanged 11
		SP:Iteration 49Q (4731.610000 sec): 3 clusters
  Score: Raw -5329354.184519 + Penalty 12135.502816 = -5317218.681703
  nChanged 9
		SP:Iteration 50Q (4731.730000 sec): 3 clusters
  Score: Raw -5329356.897764 + Penalty 12135.502816 = -5317221.394949
  nChanged 7
		SP:Iteration 51Q (4731.870000 sec): 3 clusters
  Score: Raw -5329358.769214 + Penalty 12135.502816 = -5317223.266398
  nChanged 4
		SP:Iteration 52Q (4731.990000 sec): 3 clusters
  Score: Raw -5329360.123001 + Penalty 12135.502816 = -5317224.620186
  nChanged 5
		SP:Iteration 53Q (4732.120000 sec): 3 clusters
  Score: Raw -5329361.104128 + Penalty 12135.502816 = -5317225.601312
  nChanged 3
		SP:Iteration 54Q (4732.250000 sec): 3 clusters
  Score: Raw -5329361.796091 + Penalty 12135.502816 = -5317226.293276
  nChanged 2
		SP:Iteration 55Q (4732.380000 sec): 3 clusters
  Score: Raw -5329362.163436 + Penalty 12135.502816 = -5317226.660621
  nChanged 2
		SP:Iteration 56Q (4732.510000 sec): 3 clusters
  Score: Raw -5329362.660740 + Penalty 12135.502816 = -5317227.157925
  nChanged 2
		SP:Iteration 57Q (4732.640000 sec): 3 clusters
  Score: Raw -5329363.244477 + Penalty 12135.502816 = -5317227.741662
  nChanged 3
		SP:Iteration 58Q (4732.770000 sec): 3 clusters
  Score: Raw -5329364.430175 + Penalty 12135.502816 = -5317228.927360
  nChanged 3
		SP:Iteration 59Q (4732.900000 sec): 3 clusters
  Score: Raw -5329365.283746 + Penalty 12135.502816 = -5317229.780931
  nChanged 3
		SP:Iteration 60F (4733.050000 sec): 3 clusters
  Score: Raw -5329365.919250 + Penalty 12135.502816 = -5317230.416435
  nChanged 1
		SP:Iteration 61Q (4733.180000 sec): 3 clusters
  Score: Raw -5329366.269572 + Penalty 12135.502816 = -5317230.766757
  nChanged 4
		SP:Iteration 62Q (4733.310000 sec): 3 clusters
  Score: Raw -5329367.315233 + Penalty 12135.502816 = -5317231.812417
  nChanged 3
		SP:Iteration 63Q (4733.440000 sec): 3 clusters
  Score: Raw -5329368.120411 + Penalty 12135.502816 = -5317232.617595
  nChanged 3
		SP:Iteration 64Q (4733.570000 sec): 3 clusters
  Score: Raw -5329368.758799 + Penalty 12135.502816 = -5317233.255983
  nChanged 0
		SP:Iteration 65F (4733.720000 sec): 3 clusters
  Score: Raw -5329368.758799 + Penalty 12135.502816 = -5317233.255983
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 30 (20624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4733.860000 sec): 2 clusters
  Score: Raw -5228633.021643 + Penalty 6084.704069 = -5222548.317574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4734.010000 sec): 3 clusters
  Score: Raw -5217880.620834 + Penalty 12169.408138 = -5205711.212695
  nChanged 8403
		SP:Iteration 1F (4734.170000 sec): 3 clusters
  Score: Raw -5222837.587966 + Penalty 12169.408138 = -5210668.179827
  nChanged 1649
		SP:Iteration 2F (4734.330000 sec): 3 clusters
  Score: Raw -5223980.030944 + Penalty 12169.408138 = -5211810.622805
  nChanged 1420
		SP:Iteration 3F (4734.490000 sec): 3 clusters
  Score: Raw -5224971.753036 + Penalty 12169.408138 = -5212802.344898
  nChanged 1362
		SP:Iteration 4F (4734.650000 sec): 3 clusters
  Score: Raw -5225996.791744 + Penalty 12169.408138 = -5213827.383606
  nChanged 1239
		SP:Iteration 5F (4734.810000 sec): 3 clusters
  Score: Raw -5226935.967175 + Penalty 12169.408138 = -5214766.559037
  nChanged 1152
		SP:Iteration 6F (4734.970000 sec): 3 clusters
  Score: Raw -5227804.753286 + Penalty 12169.408138 = -5215635.345148
  nChanged 1072
		SP:Iteration 7F (4735.120000 sec): 3 clusters
  Score: Raw -5228604.132656 + Penalty 12169.408138 = -5216434.724518
  nChanged 976
		SP:Iteration 8Q (4735.280000 sec): 3 clusters
  Score: Raw -5229356.680583 + Penalty 12169.408138 = -5217187.272444
  nChanged 853
		SP:Iteration 9Q (4735.440000 sec): 3 clusters
  Score: Raw -5229980.813486 + Penalty 12169.408138 = -5217811.405347
  nChanged 716
		SP:Iteration 10Q (4735.590000 sec): 3 clusters
  Score: Raw -5230506.861025 + Penalty 12169.408138 = -5218337.452886
  nChanged 661
		SP:Iteration 11Q (4735.740000 sec): 3 clusters
  Score: Raw -5230993.251963 + Penalty 12169.408138 = -5218823.843825
  nChanged 575
		SP:Iteration 12Q (4735.900000 sec): 3 clusters
  Score: Raw -5231411.928832 + Penalty 12169.408138 = -5219242.520694
  nChanged 472
		SP:Iteration 13Q (4736.050000 sec): 3 clusters
  Score: Raw -5231733.631406 + Penalty 12169.408138 = -5219564.223267
  nChanged 390
		SP:Iteration 14Q (4736.200000 sec): 3 clusters
  Score: Raw -5232006.265730 + Penalty 12169.408138 = -5219836.857592
  nChanged 335
		SP:Iteration 15Q (4736.340000 sec): 3 clusters
  Score: Raw -5232243.064941 + Penalty 12169.408138 = -5220073.656803
  nChanged 286
		SP:Iteration 16Q (4736.480000 sec): 3 clusters
  Score: Raw -5232440.897000 + Penalty 12169.408138 = -5220271.488861
  nChanged 253
		SP:Iteration 17Q (4736.620000 sec): 3 clusters
  Score: Raw -5232612.966615 + Penalty 12169.408138 = -5220443.558476
  nChanged 230
		SP:Iteration 18Q (4736.760000 sec): 3 clusters
  Score: Raw -5232766.110594 + Penalty 12169.408138 = -5220596.702456
  nChanged 190
		SP:Iteration 19Q (4736.900000 sec): 3 clusters
  Score: Raw -5232895.158228 + Penalty 12169.408138 = -5220725.750089
  nChanged 149
		SP:Iteration 20F (4737.050000 sec): 3 clusters
  Score: Raw -5232998.874184 + Penalty 12169.408138 = -5220829.466046
  nChanged 136
		SP:Iteration 21Q (4737.180000 sec): 3 clusters
  Score: Raw -5233093.317789 + Penalty 12169.408138 = -5220923.909650
  nChanged 105
		SP:Iteration 22Q (4737.320000 sec): 3 clusters
  Score: Raw -5233164.010352 + Penalty 12169.408138 = -5220994.602213
  nChanged 85
		SP:Iteration 23Q (4737.440000 sec): 3 clusters
  Score: Raw -5233222.426482 + Penalty 12169.408138 = -5221053.018344
  nChanged 65
		SP:Iteration 24Q (4737.570000 sec): 3 clusters
  Score: Raw -5233272.048156 + Penalty 12169.408138 = -5221102.640018
  nChanged 60
		SP:Iteration 25Q (4737.700000 sec): 3 clusters
  Score: Raw -5233312.779152 + Penalty 12169.408138 = -5221143.371014
  nChanged 50
		SP:Iteration 26Q (4737.830000 sec): 3 clusters
  Score: Raw -5233349.325847 + Penalty 12169.408138 = -5221179.917709
  nChanged 45
		SP:Iteration 27Q (4737.950000 sec): 3 clusters
  Score: Raw -5233382.299711 + Penalty 12169.408138 = -5221212.891573
  nChanged 39
		SP:Iteration 28Q (4738.080000 sec): 3 clusters
  Score: Raw -5233413.697844 + Penalty 12169.408138 = -5221244.289706
  nChanged 34
		SP:Iteration 29Q (4738.200000 sec): 3 clusters
  Score: Raw -5233438.500371 + Penalty 12169.408138 = -5221269.092232
  nChanged 24
		SP:Iteration 30Q (4738.330000 sec): 3 clusters
  Score: Raw -5233452.971198 + Penalty 12169.408138 = -5221283.563060
  nChanged 16
		SP:Iteration 31Q (4738.450000 sec): 3 clusters
  Score: Raw -5233464.444724 + Penalty 12169.408138 = -5221295.036586
  nChanged 16
		SP:Iteration 32Q (4738.570000 sec): 3 clusters
  Score: Raw -5233474.150197 + Penalty 12169.408138 = -5221304.742059
  nChanged 10
		SP:Iteration 33Q (4738.700000 sec): 3 clusters
  Score: Raw -5233481.287565 + Penalty 12169.408138 = -5221311.879427
  nChanged 8
		SP:Iteration 34Q (4738.820000 sec): 3 clusters
  Score: Raw -5233486.525200 + Penalty 12169.408138 = -5221317.117062
  nChanged 9
		SP:Iteration 35Q (4738.940000 sec): 3 clusters
  Score: Raw -5233494.485193 + Penalty 12169.408138 = -5221325.077055
  nChanged 7
		SP:Iteration 36Q (4739.060000 sec): 3 clusters
  Score: Raw -5233500.489602 + Penalty 12169.408138 = -5221331.081464
  nChanged 6
		SP:Iteration 37Q (4739.190000 sec): 3 clusters
  Score: Raw -5233503.810660 + Penalty 12169.408138 = -5221334.402522
  nChanged 4
		SP:Iteration 38Q (4739.310000 sec): 3 clusters
  Score: Raw -5233506.443780 + Penalty 12169.408138 = -5221337.035642
  nChanged 2
		SP:Iteration 39Q (4739.430000 sec): 3 clusters
  Score: Raw -5233507.394495 + Penalty 12169.408138 = -5221337.986357
  nChanged 1
		SP:Iteration 40F (4739.580000 sec): 3 clusters
  Score: Raw -5233507.813194 + Penalty 12169.408138 = -5221338.405056
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 31 (182686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4740.800000 sec): 2 clusters
  Score: Raw -49127380.857901 + Penalty 7420.758518 = -49119960.099383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4742.220000 sec): 3 clusters
  Score: Raw -49011956.593577 + Penalty 14841.517036 = -48997115.076541
  nChanged 85655
		SP:Iteration 1F (4743.630000 sec): 3 clusters
  Score: Raw -49060939.262003 + Penalty 14841.517036 = -49046097.744967
  nChanged 7478
		SP:Iteration 2Q (4745.040000 sec): 3 clusters
  Score: Raw -49063548.094816 + Penalty 14841.517036 = -49048706.577780
  nChanged 8606
		SP:Iteration 3Q (4746.450000 sec): 3 clusters
  Score: Raw -49067229.347487 + Penalty 14841.517036 = -49052387.830451
  nChanged 9906
		SP:Iteration 4F (4747.860000 sec): 3 clusters
  Score: Raw -49072512.062941 + Penalty 14841.517036 = -49057670.545905
  nChanged 11676
		SP:Iteration 5F (4749.270000 sec): 3 clusters
  Score: Raw -49079585.573666 + Penalty 14841.517036 = -49064744.056630
  nChanged 12324
		SP:Iteration 6F (4750.660000 sec): 3 clusters
  Score: Raw -49087273.789993 + Penalty 14841.517036 = -49072432.272956
  nChanged 11911
		SP:Iteration 7F (4752.070000 sec): 3 clusters
  Score: Raw -49094191.964376 + Penalty 14841.517036 = -49079350.447340
  nChanged 10254
		SP:Iteration 8F (4753.470000 sec): 3 clusters
  Score: Raw -49099614.542189 + Penalty 14841.517036 = -49084773.025153
  nChanged 8465
		SP:Iteration 9Q (4754.870000 sec): 3 clusters
  Score: Raw -49103649.226495 + Penalty 14841.517036 = -49088807.709458
  nChanged 6874
		SP:Iteration 10Q (4756.270000 sec): 3 clusters
  Score: Raw -49106772.559795 + Penalty 14841.517036 = -49091931.042759
  nChanged 5877
		SP:Iteration 11Q (4757.660000 sec): 3 clusters
  Score: Raw -49109392.621683 + Penalty 14841.517036 = -49094551.104647
  nChanged 5038
		SP:Iteration 12Q (4759.040000 sec): 3 clusters
  Score: Raw -49111514.719674 + Penalty 14841.517036 = -49096673.202638
  nChanged 4332
		SP:Iteration 13Q (4760.420000 sec): 3 clusters
  Score: Raw -49113240.438237 + Penalty 14841.517036 = -49098398.921201
  nChanged 3746
		SP:Iteration 14Q (4761.770000 sec): 3 clusters
  Score: Raw -49114639.567623 + Penalty 14841.517036 = -49099798.050587
  nChanged 3201
		SP:Iteration 15Q (4763.110000 sec): 3 clusters
  Score: Raw -49115762.958865 + Penalty 14841.517036 = -49100921.441829
  nChanged 2710
		SP:Iteration 16Q (4764.450000 sec): 3 clusters
  Score: Raw -49116726.869015 + Penalty 14841.517036 = -49101885.351979
  nChanged 2493
		SP:Iteration 17Q (4765.770000 sec): 3 clusters
  Score: Raw -49117653.620570 + Penalty 14841.517036 = -49102812.103534
  nChanged 2356
		SP:Iteration 18Q (4767.090000 sec): 3 clusters
  Score: Raw -49118540.203284 + Penalty 14841.517036 = -49103698.686248
  nChanged 2240
		SP:Iteration 19Q (4768.390000 sec): 3 clusters
  Score: Raw -49119392.602190 + Penalty 14841.517036 = -49104551.085153
  nChanged 2114
		SP:Iteration 20F (4769.800000 sec): 3 clusters
  Score: Raw -49120156.831116 + Penalty 14841.517036 = -49105315.314079
  nChanged 2002
		SP:Iteration 21Q (4771.080000 sec): 3 clusters
  Score: Raw -49120817.399593 + Penalty 14841.517036 = -49105975.882557
  nChanged 1837
		SP:Iteration 22Q (4772.370000 sec): 3 clusters
  Score: Raw -49121375.542687 + Penalty 14841.517036 = -49106534.025651
  nChanged 1600
		SP:Iteration 23Q (4773.650000 sec): 3 clusters
  Score: Raw -49121807.580702 + Penalty 14841.517036 = -49106966.063666
  nChanged 1350
		SP:Iteration 24Q (4774.910000 sec): 3 clusters
  Score: Raw -49122125.999896 + Penalty 14841.517036 = -49107284.482860
  nChanged 1145
		SP:Iteration 25Q (4776.170000 sec): 3 clusters
  Score: Raw -49122360.000952 + Penalty 14841.517036 = -49107518.483916
  nChanged 943
		SP:Iteration 26Q (4777.430000 sec): 3 clusters
  Score: Raw -49122532.272631 + Penalty 14841.517036 = -49107690.755595
  nChanged 853
		SP:Iteration 27Q (4778.680000 sec): 3 clusters
  Score: Raw -49122664.713342 + Penalty 14841.517036 = -49107823.196305
  nChanged 724
		SP:Iteration 28Q (4779.930000 sec): 3 clusters
  Score: Raw -49122760.723372 + Penalty 14841.517036 = -49107919.206335
  nChanged 654
		SP:Iteration 29Q (4781.170000 sec): 3 clusters
  Score: Raw -49122840.002085 + Penalty 14841.517036 = -49107998.485049
  nChanged 574
		SP:Iteration 30Q (4782.410000 sec): 3 clusters
  Score: Raw -49122905.916375 + Penalty 14841.517036 = -49108064.399339
  nChanged 514
		SP:Iteration 31Q (4783.650000 sec): 3 clusters
  Score: Raw -49122961.355154 + Penalty 14841.517036 = -49108119.838118
  nChanged 517
		SP:Iteration 32Q (4784.890000 sec): 3 clusters
  Score: Raw -49123015.773994 + Penalty 14841.517036 = -49108174.256958
  nChanged 489
		SP:Iteration 33Q (4786.120000 sec): 3 clusters
  Score: Raw -49123067.298344 + Penalty 14841.517036 = -49108225.781308
  nChanged 494
		SP:Iteration 34Q (4787.350000 sec): 3 clusters
  Score: Raw -49123127.200636 + Penalty 14841.517036 = -49108285.683600
  nChanged 475
		SP:Iteration 35Q (4788.570000 sec): 3 clusters
  Score: Raw -49123191.762411 + Penalty 14841.517036 = -49108350.245375
  nChanged 496
		SP:Iteration 36Q (4789.790000 sec): 3 clusters
  Score: Raw -49123258.554098 + Penalty 14841.517036 = -49108417.037062
  nChanged 492
		SP:Iteration 37Q (4791.010000 sec): 3 clusters
  Score: Raw -49123334.067641 + Penalty 14841.517036 = -49108492.550605
  nChanged 520
		SP:Iteration 38Q (4792.230000 sec): 3 clusters
  Score: Raw -49123425.177257 + Penalty 14841.517036 = -49108583.660221
  nChanged 590
		SP:Iteration 39Q (4793.460000 sec): 3 clusters
  Score: Raw -49123543.887514 + Penalty 14841.517036 = -49108702.370477
  nChanged 649
		SP:Iteration 40F (4794.850000 sec): 3 clusters
  Score: Raw -49123698.986959 + Penalty 14841.517036 = -49108857.469923
  nChanged 739
		SP:Iteration 41Q (4796.060000 sec): 3 clusters
  Score: Raw -49123903.345587 + Penalty 14841.517036 = -49109061.828550
  nChanged 831
		SP:Iteration 42Q (4797.270000 sec): 3 clusters
  Score: Raw -49124185.712621 + Penalty 14841.517036 = -49109344.195585
  nChanged 994
		SP:Iteration 43Q (4798.480000 sec): 3 clusters
  Score: Raw -49124592.186213 + Penalty 14841.517036 = -49109750.669177
  nChanged 1186
		SP:Iteration 44Q (4799.690000 sec): 3 clusters
  Score: Raw -49125185.319132 + Penalty 14841.517036 = -49110343.802095
  nChanged 1406
		SP:Iteration 45Q (4800.880000 sec): 3 clusters
  Score: Raw -49125997.902275 + Penalty 14841.517036 = -49111156.385239
  nChanged 1578
		SP:Iteration 46Q (4802.070000 sec): 3 clusters
  Score: Raw -49126942.457252 + Penalty 14841.517036 = -49112100.940216
  nChanged 1650
		SP:Iteration 47Q (4803.250000 sec): 3 clusters
  Score: Raw -49127928.789002 + Penalty 14841.517036 = -49113087.271966
  nChanged 1583
		SP:Iteration 48Q (4804.410000 sec): 3 clusters
  Score: Raw -49128769.753789 + Penalty 14841.517036 = -49113928.236753
  nChanged 1358
		SP:Iteration 49Q (4805.570000 sec): 3 clusters
  Score: Raw -49129304.362589 + Penalty 14841.517036 = -49114462.845553
  nChanged 1091
		SP:Iteration 50Q (4806.710000 sec): 3 clusters
  Score: Raw -49129616.917129 + Penalty 14841.517036 = -49114775.400093
  nChanged 855
		SP:Iteration 51Q (4807.850000 sec): 3 clusters
  Score: Raw -49129805.298584 + Penalty 14841.517036 = -49114963.781548
  nChanged 662
		SP:Iteration 52Q (4808.990000 sec): 3 clusters
  Score: Raw -49129911.704630 + Penalty 14841.517036 = -49115070.187594
  nChanged 510
		SP:Iteration 53Q (4810.120000 sec): 3 clusters
  Score: Raw -49129978.750553 + Penalty 14841.517036 = -49115137.233517
  nChanged 415
		SP:Iteration 54Q (4811.240000 sec): 3 clusters
  Score: Raw -49130025.734529 + Penalty 14841.517036 = -49115184.217493
  nChanged 349
		SP:Iteration 55Q (4812.370000 sec): 3 clusters
  Score: Raw -49130059.824393 + Penalty 14841.517036 = -49115218.307357
  nChanged 296
		SP:Iteration 56Q (4813.490000 sec): 3 clusters
  Score: Raw -49130084.510970 + Penalty 14841.517036 = -49115242.993934
  nChanged 257
		SP:Iteration 57Q (4814.620000 sec): 3 clusters
  Score: Raw -49130103.222763 + Penalty 14841.517036 = -49115261.705727
  nChanged 224
		SP:Iteration 58Q (4815.740000 sec): 3 clusters
  Score: Raw -49130118.746249 + Penalty 14841.517036 = -49115277.229213
  nChanged 187
		SP:Iteration 59Q (4816.870000 sec): 3 clusters
  Score: Raw -49130130.786063 + Penalty 14841.517036 = -49115289.269027
  nChanged 168
		SP:Iteration 60F (4818.270000 sec): 3 clusters
  Score: Raw -49130141.477155 + Penalty 14841.517036 = -49115299.960119
  nChanged 168
		SP:Iteration 61Q (4819.390000 sec): 3 clusters
  Score: Raw -49130152.181901 + Penalty 14841.517036 = -49115310.664865
  nChanged 151
		SP:Iteration 62Q (4820.510000 sec): 3 clusters
  Score: Raw -49130161.291814 + Penalty 14841.517036 = -49115319.774778
  nChanged 144
		SP:Iteration 63Q (4821.620000 sec): 3 clusters
  Score: Raw -49130169.076088 + Penalty 14841.517036 = -49115327.559052
  nChanged 117
		SP:Iteration 64Q (4822.730000 sec): 3 clusters
  Score: Raw -49130174.999184 + Penalty 14841.517036 = -49115333.482148
  nChanged 108
		SP:Iteration 65Q (4823.850000 sec): 3 clusters
  Score: Raw -49130181.223949 + Penalty 14841.517036 = -49115339.706913
  nChanged 114
		SP:Iteration 66Q (4824.970000 sec): 3 clusters
  Score: Raw -49130186.870717 + Penalty 14841.517036 = -49115345.353681
  nChanged 95
		SP:Iteration 67Q (4826.080000 sec): 3 clusters
  Score: Raw -49130191.502217 + Penalty 14841.517036 = -49115349.985181
  nChanged 84
		SP:Iteration 68Q (4827.190000 sec): 3 clusters
  Score: Raw -49130195.626940 + Penalty 14841.517036 = -49115354.109904
  nChanged 81
		SP:Iteration 69Q (4828.310000 sec): 3 clusters
  Score: Raw -49130199.240534 + Penalty 14841.517036 = -49115357.723498
  nChanged 66
		SP:Iteration 70Q (4829.420000 sec): 3 clusters
  Score: Raw -49130202.082165 + Penalty 14841.517036 = -49115360.565129
  nChanged 50
		SP:Iteration 71Q (4830.540000 sec): 3 clusters
  Score: Raw -49130204.347229 + Penalty 14841.517036 = -49115362.830193
  nChanged 50
		SP:Iteration 72Q (4831.660000 sec): 3 clusters
  Score: Raw -49130206.293223 + Penalty 14841.517036 = -49115364.776187
  nChanged 40
		SP:Iteration 73Q (4832.760000 sec): 3 clusters
  Score: Raw -49130207.921371 + Penalty 14841.517036 = -49115366.404335
  nChanged 39
		SP:Iteration 74Q (4833.870000 sec): 3 clusters
  Score: Raw -49130209.565920 + Penalty 14841.517036 = -49115368.048884
  nChanged 39
		SP:Iteration 75Q (4834.980000 sec): 3 clusters
  Score: Raw -49130211.011859 + Penalty 14841.517036 = -49115369.494823
  nChanged 32
		SP:Iteration 76Q (4836.100000 sec): 3 clusters
  Score: Raw -49130212.070797 + Penalty 14841.517036 = -49115370.553761
  nChanged 26
		SP:Iteration 77Q (4837.200000 sec): 3 clusters
  Score: Raw -49130212.968038 + Penalty 14841.517036 = -49115371.451002
  nChanged 20
		SP:Iteration 78Q (4838.320000 sec): 3 clusters
  Score: Raw -49130213.670278 + Penalty 14841.517036 = -49115372.153242
  nChanged 19
		SP:Iteration 79Q (4839.430000 sec): 3 clusters
  Score: Raw -49130214.341506 + Penalty 14841.517036 = -49115372.824470
  nChanged 23
		SP:Iteration 80F (4840.830000 sec): 3 clusters
  Score: Raw -49130215.177308 + Penalty 14841.517036 = -49115373.660272
  nChanged 21
		SP:Iteration 81Q (4841.940000 sec): 3 clusters
  Score: Raw -49130215.936822 + Penalty 14841.517036 = -49115374.419786
  nChanged 21
		SP:Iteration 82Q (4843.050000 sec): 3 clusters
  Score: Raw -49130216.556728 + Penalty 14841.517036 = -49115375.039691
  nChanged 15
		SP:Iteration 83Q (4844.160000 sec): 3 clusters
  Score: Raw -49130217.124500 + Penalty 14841.517036 = -49115375.607464
  nChanged 13
		SP:Iteration 84Q (4845.260000 sec): 3 clusters
  Score: Raw -49130217.413982 + Penalty 14841.517036 = -49115375.896946
  nChanged 12
		SP:Iteration 85Q (4846.370000 sec): 3 clusters
  Score: Raw -49130217.747919 + Penalty 14841.517036 = -49115376.230883
  nChanged 13
		SP:Iteration 86Q (4847.480000 sec): 3 clusters
  Score: Raw -49130218.088394 + Penalty 14841.517036 = -49115376.571358
  nChanged 11
		SP:Iteration 87Q (4848.590000 sec): 3 clusters
  Score: Raw -49130218.383019 + Penalty 14841.517036 = -49115376.865983
  nChanged 6
		SP:Iteration 88Q (4849.700000 sec): 3 clusters
  Score: Raw -49130218.570132 + Penalty 14841.517036 = -49115377.053096
  nChanged 4
		SP:Iteration 89Q (4850.800000 sec): 3 clusters
  Score: Raw -49130218.693756 + Penalty 14841.517036 = -49115377.176719
  nChanged 3
		SP:Iteration 90Q (4851.910000 sec): 3 clusters
  Score: Raw -49130218.775844 + Penalty 14841.517036 = -49115377.258808
  nChanged 2
		SP:Iteration 91Q (4853.020000 sec): 3 clusters
  Score: Raw -49130218.831353 + Penalty 14841.517036 = -49115377.314317
  nChanged 2
		SP:Iteration 92Q (4854.130000 sec): 3 clusters
  Score: Raw -49130218.880328 + Penalty 14841.517036 = -49115377.363292
  nChanged 1
		SP:Iteration 93Q (4855.240000 sec): 3 clusters
  Score: Raw -49130218.913294 + Penalty 14841.517036 = -49115377.396258
  nChanged 2
		SP:Iteration 94Q (4856.350000 sec): 3 clusters
  Score: Raw -49130218.961320 + Penalty 14841.517036 = -49115377.444284
  nChanged 2
		SP:Iteration 95Q (4857.460000 sec): 3 clusters
  Score: Raw -49130219.069103 + Penalty 14841.517036 = -49115377.552067
  nChanged 2
		SP:Iteration 96Q (4858.580000 sec): 3 clusters
  Score: Raw -49130219.123843 + Penalty 14841.517036 = -49115377.606807
  nChanged 3
		SP:Iteration 97Q (4859.690000 sec): 3 clusters
  Score: Raw -49130219.197366 + Penalty 14841.517036 = -49115377.680330
  nChanged 1
		SP:Iteration 98Q (4860.800000 sec): 3 clusters
  Score: Raw -49130219.241165 + Penalty 14841.517036 = -49115377.724128
  nChanged 1
		SP:Iteration 99Q (4861.900000 sec): 3 clusters
  Score: Raw -49130219.267410 + Penalty 14841.517036 = -49115377.750374
  nChanged 0
		SP:Iteration 100F (4863.290000 sec): 3 clusters
  Score: Raw -49130219.267410 + Penalty 14841.517036 = -49115377.750374
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 32 (31165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4863.590000 sec): 2 clusters
  Score: Raw -8305704.014514 + Penalty 6337.568706 = -8299366.445807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4863.820000 sec): 3 clusters
  Score: Raw -8288438.443233 + Penalty 12675.137413 = -8275763.305820
  nChanged 13247
		SP:Iteration 1F (4864.060000 sec): 3 clusters
  Score: Raw -8295655.698565 + Penalty 12675.137413 = -8282980.561152
  nChanged 2002
		SP:Iteration 2F (4864.300000 sec): 3 clusters
  Score: Raw -8296722.899060 + Penalty 12675.137413 = -8284047.761647
  nChanged 1732
		SP:Iteration 3F (4864.540000 sec): 3 clusters
  Score: Raw -8297512.265443 + Penalty 12675.137413 = -8284837.128030
  nChanged 1432
		SP:Iteration 4Q (4864.780000 sec): 3 clusters
  Score: Raw -8298101.634490 + Penalty 12675.137413 = -8285426.497077
  nChanged 1188
		SP:Iteration 5Q (4865.010000 sec): 3 clusters
  Score: Raw -8298585.529145 + Penalty 12675.137413 = -8285910.391732
  nChanged 1105
		SP:Iteration 6Q (4865.250000 sec): 3 clusters
  Score: Raw -8299031.431397 + Penalty 12675.137413 = -8286356.293984
  nChanged 1025
		SP:Iteration 7Q (4865.490000 sec): 3 clusters
  Score: Raw -8299491.249784 + Penalty 12675.137413 = -8286816.112371
  nChanged 1078
		SP:Iteration 8Q (4865.720000 sec): 3 clusters
  Score: Raw -8300025.563139 + Penalty 12675.137413 = -8287350.425727
  nChanged 1183
		SP:Iteration 9Q (4865.960000 sec): 3 clusters
  Score: Raw -8300659.879508 + Penalty 12675.137413 = -8287984.742095
  nChanged 1247
		SP:Iteration 10Q (4866.190000 sec): 3 clusters
  Score: Raw -8301340.763580 + Penalty 12675.137413 = -8288665.626167
  nChanged 1280
		SP:Iteration 11Q (4866.430000 sec): 3 clusters
  Score: Raw -8302090.134560 + Penalty 12675.137413 = -8289414.997147
  nChanged 1273
		SP:Iteration 12Q (4866.670000 sec): 3 clusters
  Score: Raw -8302863.391875 + Penalty 12675.137413 = -8290188.254463
  nChanged 1173
		SP:Iteration 13Q (4866.900000 sec): 3 clusters
  Score: Raw -8303492.663737 + Penalty 12675.137413 = -8290817.526324
  nChanged 1078
		SP:Iteration 14Q (4867.130000 sec): 3 clusters
  Score: Raw -8303990.263180 + Penalty 12675.137413 = -8291315.125767
  nChanged 924
		SP:Iteration 15Q (4867.370000 sec): 3 clusters
  Score: Raw -8304406.780157 + Penalty 12675.137413 = -8291731.642744
  nChanged 783
		SP:Iteration 16Q (4867.600000 sec): 3 clusters
  Score: Raw -8304717.031100 + Penalty 12675.137413 = -8292041.893687
  nChanged 637
		SP:Iteration 17Q (4867.830000 sec): 3 clusters
  Score: Raw -8304926.197907 + Penalty 12675.137413 = -8292251.060494
  nChanged 510
		SP:Iteration 18Q (4868.060000 sec): 3 clusters
  Score: Raw -8305067.506879 + Penalty 12675.137413 = -8292392.369466
  nChanged 425
		SP:Iteration 19Q (4868.290000 sec): 3 clusters
  Score: Raw -8305179.638194 + Penalty 12675.137413 = -8292504.500781
  nChanged 343
		SP:Iteration 20F (4868.530000 sec): 3 clusters
  Score: Raw -8305266.114557 + Penalty 12675.137413 = -8292590.977144
  nChanged 321
		SP:Iteration 21Q (4868.760000 sec): 3 clusters
  Score: Raw -8305343.404208 + Penalty 12675.137413 = -8292668.266795
  nChanged 299
		SP:Iteration 22Q (4868.990000 sec): 3 clusters
  Score: Raw -8305406.827175 + Penalty 12675.137413 = -8292731.689762
  nChanged 232
		SP:Iteration 23Q (4869.220000 sec): 3 clusters
  Score: Raw -8305453.212922 + Penalty 12675.137413 = -8292778.075510
  nChanged 229
		SP:Iteration 24Q (4869.450000 sec): 3 clusters
  Score: Raw -8305497.865186 + Penalty 12675.137413 = -8292822.727773
  nChanged 206
		SP:Iteration 25Q (4869.680000 sec): 3 clusters
  Score: Raw -8305537.448150 + Penalty 12675.137413 = -8292862.310737
  nChanged 209
		SP:Iteration 26Q (4869.910000 sec): 3 clusters
  Score: Raw -8305579.818131 + Penalty 12675.137413 = -8292904.680719
  nChanged 215
		SP:Iteration 27Q (4870.130000 sec): 3 clusters
  Score: Raw -8305624.204277 + Penalty 12675.137413 = -8292949.066864
  nChanged 208
		SP:Iteration 28Q (4870.360000 sec): 3 clusters
  Score: Raw -8305663.155307 + Penalty 12675.137413 = -8292988.017894
  nChanged 178
		SP:Iteration 29Q (4870.590000 sec): 3 clusters
  Score: Raw -8305695.139101 + Penalty 12675.137413 = -8293020.001689
  nChanged 175
		SP:Iteration 30Q (4870.820000 sec): 3 clusters
  Score: Raw -8305729.747004 + Penalty 12675.137413 = -8293054.609591
  nChanged 176
		SP:Iteration 31Q (4871.040000 sec): 3 clusters
  Score: Raw -8305763.315221 + Penalty 12675.137413 = -8293088.177808
  nChanged 168
		SP:Iteration 32Q (4871.270000 sec): 3 clusters
  Score: Raw -8305796.954048 + Penalty 12675.137413 = -8293121.816636
  nChanged 181
		SP:Iteration 33Q (4871.490000 sec): 3 clusters
  Score: Raw -8305833.462102 + Penalty 12675.137413 = -8293158.324689
  nChanged 162
		SP:Iteration 34Q (4871.720000 sec): 3 clusters
  Score: Raw -8305864.305218 + Penalty 12675.137413 = -8293189.167805
  nChanged 143
		SP:Iteration 35Q (4871.940000 sec): 3 clusters
  Score: Raw -8305893.838397 + Penalty 12675.137413 = -8293218.700984
  nChanged 163
		SP:Iteration 36Q (4872.170000 sec): 3 clusters
  Score: Raw -8305925.585479 + Penalty 12675.137413 = -8293250.448066
  nChanged 153
		SP:Iteration 37Q (4872.390000 sec): 3 clusters
  Score: Raw -8305953.804000 + Penalty 12675.137413 = -8293278.666587
  nChanged 162
		SP:Iteration 38Q (4872.620000 sec): 3 clusters
  Score: Raw -8305987.625035 + Penalty 12675.137413 = -8293312.487622
  nChanged 167
		SP:Iteration 39Q (4872.840000 sec): 3 clusters
  Score: Raw -8306020.864703 + Penalty 12675.137413 = -8293345.727290
  nChanged 165
		SP:Iteration 40F (4873.080000 sec): 3 clusters
  Score: Raw -8306057.627725 + Penalty 12675.137413 = -8293382.490312
  nChanged 163
		SP:Iteration 41Q (4873.300000 sec): 3 clusters
  Score: Raw -8306091.741494 + Penalty 12675.137413 = -8293416.604081
  nChanged 163
		SP:Iteration 42Q (4873.520000 sec): 3 clusters
  Score: Raw -8306125.695468 + Penalty 12675.137413 = -8293450.558056
  nChanged 168
		SP:Iteration 43Q (4873.750000 sec): 3 clusters
  Score: Raw -8306159.736809 + Penalty 12675.137413 = -8293484.599396
  nChanged 181
		SP:Iteration 44Q (4873.970000 sec): 3 clusters
  Score: Raw -8306196.603614 + Penalty 12675.137413 = -8293521.466201
  nChanged 169
		SP:Iteration 45Q (4874.190000 sec): 3 clusters
  Score: Raw -8306232.194043 + Penalty 12675.137413 = -8293557.056630
  nChanged 170
		SP:Iteration 46Q (4874.410000 sec): 3 clusters
  Score: Raw -8306270.621058 + Penalty 12675.137413 = -8293595.483645
  nChanged 199
		SP:Iteration 47Q (4874.630000 sec): 3 clusters
  Score: Raw -8306317.634066 + Penalty 12675.137413 = -8293642.496653
  nChanged 189
		SP:Iteration 48Q (4874.850000 sec): 3 clusters
  Score: Raw -8306361.350382 + Penalty 12675.137413 = -8293686.212969
  nChanged 170
		SP:Iteration 49Q (4875.070000 sec): 3 clusters
  Score: Raw -8306396.116762 + Penalty 12675.137413 = -8293720.979349
  nChanged 144
		SP:Iteration 50Q (4875.280000 sec): 3 clusters
  Score: Raw -8306426.976698 + Penalty 12675.137413 = -8293751.839285
  nChanged 148
		SP:Iteration 51Q (4875.500000 sec): 3 clusters
  Score: Raw -8306459.619706 + Penalty 12675.137413 = -8293784.482293
  nChanged 128
		SP:Iteration 52Q (4875.720000 sec): 3 clusters
  Score: Raw -8306487.066194 + Penalty 12675.137413 = -8293811.928781
  nChanged 137
		SP:Iteration 53Q (4875.930000 sec): 3 clusters
  Score: Raw -8306519.112298 + Penalty 12675.137413 = -8293843.974885
  nChanged 143
		SP:Iteration 54Q (4876.150000 sec): 3 clusters
  Score: Raw -8306553.308964 + Penalty 12675.137413 = -8293878.171552
  nChanged 137
		SP:Iteration 55Q (4876.370000 sec): 3 clusters
  Score: Raw -8306583.713285 + Penalty 12675.137413 = -8293908.575873
  nChanged 121
		SP:Iteration 56Q (4876.580000 sec): 3 clusters
  Score: Raw -8306613.581929 + Penalty 12675.137413 = -8293938.444516
  nChanged 159
		SP:Iteration 57Q (4876.790000 sec): 3 clusters
  Score: Raw -8306650.486606 + Penalty 12675.137413 = -8293975.349193
  nChanged 142
		SP:Iteration 58Q (4877.010000 sec): 3 clusters
  Score: Raw -8306683.844908 + Penalty 12675.137413 = -8294008.707496
  nChanged 135
		SP:Iteration 59Q (4877.220000 sec): 3 clusters
  Score: Raw -8306716.704131 + Penalty 12675.137413 = -8294041.566718
  nChanged 126
		SP:Iteration 60F (4877.460000 sec): 3 clusters
  Score: Raw -8306746.177265 + Penalty 12675.137413 = -8294071.039852
  nChanged 118
		SP:Iteration 61Q (4877.670000 sec): 3 clusters
  Score: Raw -8306772.950919 + Penalty 12675.137413 = -8294097.813506
  nChanged 107
		SP:Iteration 62Q (4877.880000 sec): 3 clusters
  Score: Raw -8306794.946993 + Penalty 12675.137413 = -8294119.809580
  nChanged 98
		SP:Iteration 63Q (4878.090000 sec): 3 clusters
  Score: Raw -8306817.218433 + Penalty 12675.137413 = -8294142.081020
  nChanged 90
		SP:Iteration 64Q (4878.310000 sec): 3 clusters
  Score: Raw -8306838.106565 + Penalty 12675.137413 = -8294162.969152
  nChanged 93
		SP:Iteration 65Q (4878.510000 sec): 3 clusters
  Score: Raw -8306860.216530 + Penalty 12675.137413 = -8294185.079117
  nChanged 93
		SP:Iteration 66Q (4878.720000 sec): 3 clusters
  Score: Raw -8306883.109353 + Penalty 12675.137413 = -8294207.971940
  nChanged 98
		SP:Iteration 67Q (4878.930000 sec): 3 clusters
  Score: Raw -8306907.802655 + Penalty 12675.137413 = -8294232.665242
  nChanged 94
		SP:Iteration 68Q (4879.150000 sec): 3 clusters
  Score: Raw -8306928.550148 + Penalty 12675.137413 = -8294253.412735
  nChanged 85
		SP:Iteration 69Q (4879.350000 sec): 3 clusters
  Score: Raw -8306948.878304 + Penalty 12675.137413 = -8294273.740891
  nChanged 94
		SP:Iteration 70Q (4879.560000 sec): 3 clusters
  Score: Raw -8306971.617249 + Penalty 12675.137413 = -8294296.479837
  nChanged 94
		SP:Iteration 71Q (4879.770000 sec): 3 clusters
  Score: Raw -8306994.734771 + Penalty 12675.137413 = -8294319.597359
  nChanged 80
		SP:Iteration 72Q (4879.980000 sec): 3 clusters
  Score: Raw -8307014.838917 + Penalty 12675.137413 = -8294339.701504
  nChanged 83
		SP:Iteration 73Q (4880.190000 sec): 3 clusters
  Score: Raw -8307032.804756 + Penalty 12675.137413 = -8294357.667344
  nChanged 71
		SP:Iteration 74Q (4880.390000 sec): 3 clusters
  Score: Raw -8307047.909961 + Penalty 12675.137413 = -8294372.772548
  nChanged 59
		SP:Iteration 75Q (4880.610000 sec): 3 clusters
  Score: Raw -8307061.462765 + Penalty 12675.137413 = -8294386.325353
  nChanged 58
		SP:Iteration 76Q (4880.820000 sec): 3 clusters
  Score: Raw -8307074.820564 + Penalty 12675.137413 = -8294399.683151
  nChanged 55
		SP:Iteration 77Q (4881.020000 sec): 3 clusters
  Score: Raw -8307088.629334 + Penalty 12675.137413 = -8294413.491921
  nChanged 62
		SP:Iteration 78Q (4881.230000 sec): 3 clusters
  Score: Raw -8307102.769625 + Penalty 12675.137413 = -8294427.632212
  nChanged 46
		SP:Iteration 79Q (4881.430000 sec): 3 clusters
  Score: Raw -8307112.829088 + Penalty 12675.137413 = -8294437.691675
  nChanged 49
		SP:Iteration 80F (4881.660000 sec): 3 clusters
  Score: Raw -8307124.387585 + Penalty 12675.137413 = -8294449.250172
  nChanged 51
		SP:Iteration 81Q (4881.870000 sec): 3 clusters
  Score: Raw -8307136.300125 + Penalty 12675.137413 = -8294461.162712
  nChanged 44
		SP:Iteration 82Q (4882.080000 sec): 3 clusters
  Score: Raw -8307146.301785 + Penalty 12675.137413 = -8294471.164372
  nChanged 37
		SP:Iteration 83Q (4882.280000 sec): 3 clusters
  Score: Raw -8307153.491913 + Penalty 12675.137413 = -8294478.354500
  nChanged 20
		SP:Iteration 84Q (4882.480000 sec): 3 clusters
  Score: Raw -8307157.506588 + Penalty 12675.137413 = -8294482.369175
  nChanged 22
		SP:Iteration 85Q (4882.690000 sec): 3 clusters
  Score: Raw -8307162.070443 + Penalty 12675.137413 = -8294486.933030
  nChanged 25
		SP:Iteration 86Q (4882.890000 sec): 3 clusters
  Score: Raw -8307167.182490 + Penalty 12675.137413 = -8294492.045077
  nChanged 11
		SP:Iteration 87Q (4883.090000 sec): 3 clusters
  Score: Raw -8307169.177016 + Penalty 12675.137413 = -8294494.039603
  nChanged 14
		SP:Iteration 88Q (4883.300000 sec): 3 clusters
  Score: Raw -8307172.293397 + Penalty 12675.137413 = -8294497.155984
  nChanged 16
		SP:Iteration 89Q (4883.500000 sec): 3 clusters
  Score: Raw -8307175.044141 + Penalty 12675.137413 = -8294499.906729
  nChanged 9
		SP:Iteration 90Q (4883.700000 sec): 3 clusters
  Score: Raw -8307176.962793 + Penalty 12675.137413 = -8294501.825380
  nChanged 14
		SP:Iteration 91Q (4883.910000 sec): 3 clusters
  Score: Raw -8307179.752316 + Penalty 12675.137413 = -8294504.614903
  nChanged 10
		SP:Iteration 92Q (4884.110000 sec): 3 clusters
  Score: Raw -8307181.666448 + Penalty 12675.137413 = -8294506.529035
  nChanged 13
		SP:Iteration 93Q (4884.320000 sec): 3 clusters
  Score: Raw -8307184.326827 + Penalty 12675.137413 = -8294509.189414
  nChanged 10
		SP:Iteration 94Q (4884.520000 sec): 3 clusters
  Score: Raw -8307186.285941 + Penalty 12675.137413 = -8294511.148529
  nChanged 7
		SP:Iteration 95Q (4884.720000 sec): 3 clusters
  Score: Raw -8307187.840070 + Penalty 12675.137413 = -8294512.702657
  nChanged 6
		SP:Iteration 96Q (4884.920000 sec): 3 clusters
  Score: Raw -8307188.884019 + Penalty 12675.137413 = -8294513.746606
  nChanged 7
		SP:Iteration 97Q (4885.120000 sec): 3 clusters
  Score: Raw -8307190.389449 + Penalty 12675.137413 = -8294515.252036
  nChanged 6
		SP:Iteration 98Q (4885.330000 sec): 3 clusters
  Score: Raw -8307191.527447 + Penalty 12675.137413 = -8294516.390034
  nChanged 10
		SP:Iteration 99Q (4885.530000 sec): 3 clusters
  Score: Raw -8307193.535152 + Penalty 12675.137413 = -8294518.397739
  nChanged 10
		SP:Iteration 100F (4885.770000 sec): 3 clusters
  Score: Raw -8307195.275096 + Penalty 12675.137413 = -8294520.137683
  nChanged 11
		SP:Iteration 101Q (4885.970000 sec): 3 clusters
  Score: Raw -8307197.362979 + Penalty 12675.137413 = -8294522.225566
  nChanged 7
		SP:Iteration 102Q (4886.170000 sec): 3 clusters
  Score: Raw -8307198.585191 + Penalty 12675.137413 = -8294523.447778
  nChanged 11
		SP:Iteration 103Q (4886.380000 sec): 3 clusters
  Score: Raw -8307200.918166 + Penalty 12675.137413 = -8294525.780753
  nChanged 15
		SP:Iteration 104Q (4886.580000 sec): 3 clusters
  Score: Raw -8307204.024462 + Penalty 12675.137413 = -8294528.887049
  nChanged 17
		SP:Iteration 105Q (4886.780000 sec): 3 clusters
  Score: Raw -8307207.139692 + Penalty 12675.137413 = -8294532.002279
  nChanged 17
		SP:Iteration 106Q (4886.980000 sec): 3 clusters
  Score: Raw -8307210.997223 + Penalty 12675.137413 = -8294535.859810
  nChanged 18
		SP:Iteration 107Q (4887.190000 sec): 3 clusters
  Score: Raw -8307214.546213 + Penalty 12675.137413 = -8294539.408801
  nChanged 15
		SP:Iteration 108Q (4887.390000 sec): 3 clusters
  Score: Raw -8307217.939181 + Penalty 12675.137413 = -8294542.801768
  nChanged 15
		SP:Iteration 109Q (4887.590000 sec): 3 clusters
  Score: Raw -8307221.253699 + Penalty 12675.137413 = -8294546.116286
  nChanged 13
		SP:Iteration 110Q (4887.800000 sec): 3 clusters
  Score: Raw -8307224.120864 + Penalty 12675.137413 = -8294548.983451
  nChanged 15
		SP:Iteration 111Q (4888.000000 sec): 3 clusters
  Score: Raw -8307226.929454 + Penalty 12675.137413 = -8294551.792041
  nChanged 16
		SP:Iteration 112Q (4888.200000 sec): 3 clusters
  Score: Raw -8307230.661184 + Penalty 12675.137413 = -8294555.523772
  nChanged 18
		SP:Iteration 113Q (4888.400000 sec): 3 clusters
  Score: Raw -8307234.190312 + Penalty 12675.137413 = -8294559.052899
  nChanged 18
		SP:Iteration 114Q (4888.610000 sec): 3 clusters
  Score: Raw -8307238.192857 + Penalty 12675.137413 = -8294563.055444
  nChanged 17
		SP:Iteration 115Q (4888.810000 sec): 3 clusters
  Score: Raw -8307241.963367 + Penalty 12675.137413 = -8294566.825954
  nChanged 15
		SP:Iteration 116Q (4889.010000 sec): 3 clusters
  Score: Raw -8307245.165478 + Penalty 12675.137413 = -8294570.028066
  nChanged 12
		SP:Iteration 117Q (4889.210000 sec): 3 clusters
  Score: Raw -8307247.336720 + Penalty 12675.137413 = -8294572.199307
  nChanged 8
		SP:Iteration 118Q (4889.410000 sec): 3 clusters
  Score: Raw -8307248.798717 + Penalty 12675.137413 = -8294573.661305
  nChanged 4
		SP:Iteration 119Q (4889.620000 sec): 3 clusters
  Score: Raw -8307249.538046 + Penalty 12675.137413 = -8294574.400633
  nChanged 4
		SP:Iteration 120F (4889.850000 sec): 3 clusters
  Score: Raw -8307250.209093 + Penalty 12675.137413 = -8294575.071680
  nChanged 6
		SP:Iteration 121Q (4890.050000 sec): 3 clusters
  Score: Raw -8307251.380590 + Penalty 12675.137413 = -8294576.243178
  nChanged 7
		SP:Iteration 122Q (4890.260000 sec): 3 clusters
  Score: Raw -8307252.735213 + Penalty 12675.137413 = -8294577.597800
  nChanged 6
		SP:Iteration 123Q (4890.460000 sec): 3 clusters
  Score: Raw -8307253.806207 + Penalty 12675.137413 = -8294578.668795
  nChanged 2
		SP:Iteration 124Q (4890.660000 sec): 3 clusters
  Score: Raw -8307254.092336 + Penalty 12675.137413 = -8294578.954923
  nChanged 4
		SP:Iteration 125Q (4890.860000 sec): 3 clusters
  Score: Raw -8307255.044237 + Penalty 12675.137413 = -8294579.906824
  nChanged 3
		SP:Iteration 126Q (4891.060000 sec): 3 clusters
  Score: Raw -8307255.627944 + Penalty 12675.137413 = -8294580.490531
  nChanged 2
		SP:Iteration 127Q (4891.260000 sec): 3 clusters
  Score: Raw -8307256.018575 + Penalty 12675.137413 = -8294580.881162
  nChanged 2
		SP:Iteration 128Q (4891.460000 sec): 3 clusters
  Score: Raw -8307256.272888 + Penalty 12675.137413 = -8294581.135476
  nChanged 1
		SP:Iteration 129Q (4891.670000 sec): 3 clusters
  Score: Raw -8307256.425468 + Penalty 12675.137413 = -8294581.288055
  nChanged 2
		SP:Iteration 130Q (4891.870000 sec): 3 clusters
  Score: Raw -8307256.801018 + Penalty 12675.137413 = -8294581.663605
  nChanged 0
		SP:Iteration 131F (4892.100000 sec): 3 clusters
  Score: Raw -8307256.801018 + Penalty 12675.137413 = -8294581.663605
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 33 (101096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4892.760000 sec): 2 clusters
  Score: Raw -27123130.995501 + Penalty 7058.343327 = -27116072.652174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4893.540000 sec): 3 clusters
  Score: Raw -27061149.937670 + Penalty 14116.686653 = -27047033.251016
  nChanged 46258
		SP:Iteration 1F (4894.300000 sec): 3 clusters
  Score: Raw -27086984.789986 + Penalty 14116.686653 = -27072868.103332
  nChanged 4502
		SP:Iteration 2Q (4895.080000 sec): 3 clusters
  Score: Raw -27088429.464766 + Penalty 14116.686653 = -27074312.778113
  nChanged 4247
		SP:Iteration 3Q (4895.860000 sec): 3 clusters
  Score: Raw -27089952.050778 + Penalty 14116.686653 = -27075835.364124
  nChanged 4192
		SP:Iteration 4Q (4896.640000 sec): 3 clusters
  Score: Raw -27091646.718002 + Penalty 14116.686653 = -27077530.031349
  nChanged 4376
		SP:Iteration 5Q (4897.410000 sec): 3 clusters
  Score: Raw -27093561.626009 + Penalty 14116.686653 = -27079444.939355
  nChanged 4523
		SP:Iteration 6Q (4898.190000 sec): 3 clusters
  Score: Raw -27095654.169990 + Penalty 14116.686653 = -27081537.483337
  nChanged 4539
		SP:Iteration 7Q (4898.960000 sec): 3 clusters
  Score: Raw -27097692.665238 + Penalty 14116.686653 = -27083575.978584
  nChanged 4443
		SP:Iteration 8Q (4899.730000 sec): 3 clusters
  Score: Raw -27099621.985584 + Penalty 14116.686653 = -27085505.298931
  nChanged 4166
		SP:Iteration 9Q (4900.500000 sec): 3 clusters
  Score: Raw -27101355.798478 + Penalty 14116.686653 = -27087239.111825
  nChanged 3899
		SP:Iteration 10Q (4901.270000 sec): 3 clusters
  Score: Raw -27102902.020051 + Penalty 14116.686653 = -27088785.333397
  nChanged 3560
		SP:Iteration 11Q (4902.030000 sec): 3 clusters
  Score: Raw -27104292.356634 + Penalty 14116.686653 = -27090175.669980
  nChanged 3330
		SP:Iteration 12Q (4902.780000 sec): 3 clusters
  Score: Raw -27105569.787437 + Penalty 14116.686653 = -27091453.100784
  nChanged 3165
		SP:Iteration 13Q (4903.530000 sec): 3 clusters
  Score: Raw -27106839.048652 + Penalty 14116.686653 = -27092722.361999
  nChanged 3063
		SP:Iteration 14Q (4904.280000 sec): 3 clusters
  Score: Raw -27108167.778320 + Penalty 14116.686653 = -27094051.091666
  nChanged 2923
		SP:Iteration 15Q (4905.020000 sec): 3 clusters
  Score: Raw -27109512.257788 + Penalty 14116.686653 = -27095395.571134
  nChanged 2994
		SP:Iteration 16Q (4905.750000 sec): 3 clusters
  Score: Raw -27110974.535480 + Penalty 14116.686653 = -27096857.848826
  nChanged 2884
		SP:Iteration 17Q (4906.470000 sec): 3 clusters
  Score: Raw -27112384.169836 + Penalty 14116.686653 = -27098267.483183
  nChanged 2757
		SP:Iteration 18Q (4907.190000 sec): 3 clusters
  Score: Raw -27113609.476694 + Penalty 14116.686653 = -27099492.790040
  nChanged 2529
		SP:Iteration 19Q (4907.890000 sec): 3 clusters
  Score: Raw -27114565.455401 + Penalty 14116.686653 = -27100448.768747
  nChanged 2088
		SP:Iteration 20F (4908.660000 sec): 3 clusters
  Score: Raw -27115213.550416 + Penalty 14116.686653 = -27101096.863763
  nChanged 1687
		SP:Iteration 21Q (4909.350000 sec): 3 clusters
  Score: Raw -27115668.639693 + Penalty 14116.686653 = -27101551.953040
  nChanged 1354
		SP:Iteration 22Q (4910.050000 sec): 3 clusters
  Score: Raw -27115970.419074 + Penalty 14116.686653 = -27101853.732420
  nChanged 1050
		SP:Iteration 23Q (4910.730000 sec): 3 clusters
  Score: Raw -27116183.768743 + Penalty 14116.686653 = -27102067.082089
  nChanged 897
		SP:Iteration 24Q (4911.410000 sec): 3 clusters
  Score: Raw -27116356.668244 + Penalty 14116.686653 = -27102239.981591
  nChanged 798
		SP:Iteration 25Q (4912.090000 sec): 3 clusters
  Score: Raw -27116500.547830 + Penalty 14116.686653 = -27102383.861177
  nChanged 748
		SP:Iteration 26Q (4912.780000 sec): 3 clusters
  Score: Raw -27116639.419547 + Penalty 14116.686653 = -27102522.732894
  nChanged 717
		SP:Iteration 27Q (4913.460000 sec): 3 clusters
  Score: Raw -27116770.178309 + Penalty 14116.686653 = -27102653.491656
  nChanged 697
		SP:Iteration 28Q (4914.130000 sec): 3 clusters
  Score: Raw -27116895.492045 + Penalty 14116.686653 = -27102778.805391
  nChanged 690
		SP:Iteration 29Q (4914.800000 sec): 3 clusters
  Score: Raw -27117021.742394 + Penalty 14116.686653 = -27102905.055741
  nChanged 688
		SP:Iteration 30Q (4915.460000 sec): 3 clusters
  Score: Raw -27117153.092598 + Penalty 14116.686653 = -27103036.405944
  nChanged 762
		SP:Iteration 31Q (4916.140000 sec): 3 clusters
  Score: Raw -27117306.970493 + Penalty 14116.686653 = -27103190.283839
  nChanged 784
		SP:Iteration 32Q (4916.800000 sec): 3 clusters
  Score: Raw -27117483.126278 + Penalty 14116.686653 = -27103366.439624
  nChanged 863
		SP:Iteration 33Q (4917.460000 sec): 3 clusters
  Score: Raw -27117688.931681 + Penalty 14116.686653 = -27103572.245028
  nChanged 961
		SP:Iteration 34Q (4918.130000 sec): 3 clusters
  Score: Raw -27117943.238206 + Penalty 14116.686653 = -27103826.551553
  nChanged 1067
		SP:Iteration 35Q (4918.780000 sec): 3 clusters
  Score: Raw -27118251.255823 + Penalty 14116.686653 = -27104134.569170
  nChanged 1163
		SP:Iteration 36Q (4919.440000 sec): 3 clusters
  Score: Raw -27118614.674084 + Penalty 14116.686653 = -27104497.987430
  nChanged 1232
		SP:Iteration 37Q (4920.090000 sec): 3 clusters
  Score: Raw -27119018.187480 + Penalty 14116.686653 = -27104901.500826
  nChanged 1281
		SP:Iteration 38Q (4920.740000 sec): 3 clusters
  Score: Raw -27119488.349185 + Penalty 14116.686653 = -27105371.662532
  nChanged 1294
		SP:Iteration 39Q (4921.380000 sec): 3 clusters
  Score: Raw -27119972.368871 + Penalty 14116.686653 = -27105855.682217
  nChanged 1234
		SP:Iteration 40F (4922.140000 sec): 3 clusters
  Score: Raw -27120483.174534 + Penalty 14116.686653 = -27106366.487881
  nChanged 1235
		SP:Iteration 41Q (4922.770000 sec): 3 clusters
  Score: Raw -27121010.010994 + Penalty 14116.686653 = -27106893.324341
  nChanged 1159
		SP:Iteration 42Q (4923.390000 sec): 3 clusters
  Score: Raw -27121526.322802 + Penalty 14116.686653 = -27107409.636149
  nChanged 1064
		SP:Iteration 43Q (4924.010000 sec): 3 clusters
  Score: Raw -27121982.068206 + Penalty 14116.686653 = -27107865.381553
  nChanged 967
		SP:Iteration 44Q (4924.620000 sec): 3 clusters
  Score: Raw -27122387.332331 + Penalty 14116.686653 = -27108270.645678
  nChanged 819
		SP:Iteration 45Q (4925.230000 sec): 3 clusters
  Score: Raw -27122731.969783 + Penalty 14116.686653 = -27108615.283129
  nChanged 741
		SP:Iteration 46Q (4925.830000 sec): 3 clusters
  Score: Raw -27123051.773827 + Penalty 14116.686653 = -27108935.087174
  nChanged 649
		SP:Iteration 47Q (4926.420000 sec): 3 clusters
  Score: Raw -27123322.905826 + Penalty 14116.686653 = -27109206.219172
  nChanged 518
		SP:Iteration 48Q (4927.010000 sec): 3 clusters
  Score: Raw -27123550.083485 + Penalty 14116.686653 = -27109433.396832
  nChanged 456
		SP:Iteration 49Q (4927.600000 sec): 3 clusters
  Score: Raw -27123744.775822 + Penalty 14116.686653 = -27109628.089169
  nChanged 390
		SP:Iteration 50Q (4928.180000 sec): 3 clusters
  Score: Raw -27123901.145462 + Penalty 14116.686653 = -27109784.458808
  nChanged 312
		SP:Iteration 51Q (4928.760000 sec): 3 clusters
  Score: Raw -27124032.088717 + Penalty 14116.686653 = -27109915.402064
  nChanged 299
		SP:Iteration 52Q (4929.330000 sec): 3 clusters
  Score: Raw -27124155.467189 + Penalty 14116.686653 = -27110038.780536
  nChanged 291
		SP:Iteration 53Q (4929.900000 sec): 3 clusters
  Score: Raw -27124275.176239 + Penalty 14116.686653 = -27110158.489586
  nChanged 231
		SP:Iteration 54Q (4930.470000 sec): 3 clusters
  Score: Raw -27124373.811550 + Penalty 14116.686653 = -27110257.124897
  nChanged 210
		SP:Iteration 55Q (4931.040000 sec): 3 clusters
  Score: Raw -27124457.275030 + Penalty 14116.686653 = -27110340.588376
  nChanged 175
		SP:Iteration 56Q (4931.610000 sec): 3 clusters
  Score: Raw -27124519.734171 + Penalty 14116.686653 = -27110403.047517
  nChanged 136
		SP:Iteration 57Q (4932.170000 sec): 3 clusters
  Score: Raw -27124571.771940 + Penalty 14116.686653 = -27110455.085287
  nChanged 106
		SP:Iteration 58Q (4932.730000 sec): 3 clusters
  Score: Raw -27124612.071696 + Penalty 14116.686653 = -27110495.385042
  nChanged 99
		SP:Iteration 59Q (4933.290000 sec): 3 clusters
  Score: Raw -27124646.038745 + Penalty 14116.686653 = -27110529.352092
  nChanged 90
		SP:Iteration 60F (4934.050000 sec): 3 clusters
  Score: Raw -27124678.881626 + Penalty 14116.686653 = -27110562.194973
  nChanged 91
		SP:Iteration 61Q (4934.610000 sec): 3 clusters
  Score: Raw -27124709.976905 + Penalty 14116.686653 = -27110593.290251
  nChanged 80
		SP:Iteration 62Q (4935.170000 sec): 3 clusters
  Score: Raw -27124737.245457 + Penalty 14116.686653 = -27110620.558803
  nChanged 67
		SP:Iteration 63Q (4935.730000 sec): 3 clusters
  Score: Raw -27124762.151942 + Penalty 14116.686653 = -27110645.465289
  nChanged 70
		SP:Iteration 64Q (4936.290000 sec): 3 clusters
  Score: Raw -27124783.909633 + Penalty 14116.686653 = -27110667.222980
  nChanged 52
		SP:Iteration 65Q (4936.850000 sec): 3 clusters
  Score: Raw -27124800.115537 + Penalty 14116.686653 = -27110683.428884
  nChanged 51
		SP:Iteration 66Q (4937.410000 sec): 3 clusters
  Score: Raw -27124815.069967 + Penalty 14116.686653 = -27110698.383313
  nChanged 39
		SP:Iteration 67Q (4937.960000 sec): 3 clusters
  Score: Raw -27124826.408250 + Penalty 14116.686653 = -27110709.721597
  nChanged 36
		SP:Iteration 68Q (4938.530000 sec): 3 clusters
  Score: Raw -27124838.811586 + Penalty 14116.686653 = -27110722.124933
  nChanged 42
		SP:Iteration 69Q (4939.080000 sec): 3 clusters
  Score: Raw -27124852.546878 + Penalty 14116.686653 = -27110735.860225
  nChanged 41
		SP:Iteration 70Q (4939.640000 sec): 3 clusters
  Score: Raw -27124867.282442 + Penalty 14116.686653 = -27110750.595789
  nChanged 39
		SP:Iteration 71Q (4940.200000 sec): 3 clusters
  Score: Raw -27124879.529173 + Penalty 14116.686653 = -27110762.842520
  nChanged 40
		SP:Iteration 72Q (4940.760000 sec): 3 clusters
  Score: Raw -27124892.307350 + Penalty 14116.686653 = -27110775.620697
  nChanged 46
		SP:Iteration 73Q (4941.310000 sec): 3 clusters
  Score: Raw -27124906.144370 + Penalty 14116.686653 = -27110789.457716
  nChanged 33
		SP:Iteration 74Q (4941.860000 sec): 3 clusters
  Score: Raw -27124915.966658 + Penalty 14116.686653 = -27110799.280005
  nChanged 25
		SP:Iteration 75Q (4942.410000 sec): 3 clusters
  Score: Raw -27124924.179693 + Penalty 14116.686653 = -27110807.493039
  nChanged 29
		SP:Iteration 76Q (4942.960000 sec): 3 clusters
  Score: Raw -27124932.812383 + Penalty 14116.686653 = -27110816.125729
  nChanged 21
		SP:Iteration 77Q (4943.510000 sec): 3 clusters
  Score: Raw -27124938.471125 + Penalty 14116.686653 = -27110821.784472
  nChanged 23
		SP:Iteration 78Q (4944.050000 sec): 3 clusters
  Score: Raw -27124945.643537 + Penalty 14116.686653 = -27110828.956883
  nChanged 23
		SP:Iteration 79Q (4944.600000 sec): 3 clusters
  Score: Raw -27124952.599306 + Penalty 14116.686653 = -27110835.912652
  nChanged 22
		SP:Iteration 80F (4945.360000 sec): 3 clusters
  Score: Raw -27124958.959112 + Penalty 14116.686653 = -27110842.272459
  nChanged 22
		SP:Iteration 81Q (4945.910000 sec): 3 clusters
  Score: Raw -27124967.360633 + Penalty 14116.686653 = -27110850.673979
  nChanged 32
		SP:Iteration 82Q (4946.460000 sec): 3 clusters
  Score: Raw -27124980.734120 + Penalty 14116.686653 = -27110864.047467
  nChanged 46
		SP:Iteration 83Q (4947.010000 sec): 3 clusters
  Score: Raw -27124996.140103 + Penalty 14116.686653 = -27110879.453450
  nChanged 36
		SP:Iteration 84Q (4947.570000 sec): 3 clusters
  Score: Raw -27125007.247835 + Penalty 14116.686653 = -27110890.561181
  nChanged 34
		SP:Iteration 85Q (4948.120000 sec): 3 clusters
  Score: Raw -27125021.242794 + Penalty 14116.686653 = -27110904.556141
  nChanged 43
		SP:Iteration 86Q (4948.670000 sec): 3 clusters
  Score: Raw -27125036.709316 + Penalty 14116.686653 = -27110920.022663
  nChanged 39
		SP:Iteration 87Q (4949.220000 sec): 3 clusters
  Score: Raw -27125049.662355 + Penalty 14116.686653 = -27110932.975702
  nChanged 37
		SP:Iteration 88Q (4949.770000 sec): 3 clusters
  Score: Raw -27125062.452544 + Penalty 14116.686653 = -27110945.765891
  nChanged 41
		SP:Iteration 89Q (4950.310000 sec): 3 clusters
  Score: Raw -27125076.418557 + Penalty 14116.686653 = -27110959.731904
  nChanged 42
		SP:Iteration 90Q (4950.860000 sec): 3 clusters
  Score: Raw -27125090.310735 + Penalty 14116.686653 = -27110973.624081
  nChanged 38
		SP:Iteration 91Q (4951.400000 sec): 3 clusters
  Score: Raw -27125104.906767 + Penalty 14116.686653 = -27110988.220113
  nChanged 44
		SP:Iteration 92Q (4951.950000 sec): 3 clusters
  Score: Raw -27125121.533270 + Penalty 14116.686653 = -27111004.846617
  nChanged 42
		SP:Iteration 93Q (4952.500000 sec): 3 clusters
  Score: Raw -27125137.620333 + Penalty 14116.686653 = -27111020.933680
  nChanged 46
		SP:Iteration 94Q (4953.040000 sec): 3 clusters
  Score: Raw -27125156.162560 + Penalty 14116.686653 = -27111039.475906
  nChanged 48
		SP:Iteration 95Q (4953.580000 sec): 3 clusters
  Score: Raw -27125173.093472 + Penalty 14116.686653 = -27111056.406818
  nChanged 52
		SP:Iteration 96Q (4954.120000 sec): 3 clusters
  Score: Raw -27125192.124202 + Penalty 14116.686653 = -27111075.437549
  nChanged 48
		SP:Iteration 97Q (4954.670000 sec): 3 clusters
  Score: Raw -27125209.547627 + Penalty 14116.686653 = -27111092.860974
  nChanged 51
		SP:Iteration 98Q (4955.210000 sec): 3 clusters
  Score: Raw -27125226.675143 + Penalty 14116.686653 = -27111109.988489
  nChanged 38
		SP:Iteration 99Q (4955.750000 sec): 3 clusters
  Score: Raw -27125240.354967 + Penalty 14116.686653 = -27111123.668313
  nChanged 29
		SP:Iteration 100F (4956.500000 sec): 3 clusters
  Score: Raw -27125248.637709 + Penalty 14116.686653 = -27111131.951056
  nChanged 26
		SP:Iteration 101Q (4957.050000 sec): 3 clusters
  Score: Raw -27125257.245540 + Penalty 14116.686653 = -27111140.558886
  nChanged 24
		SP:Iteration 102Q (4957.600000 sec): 3 clusters
  Score: Raw -27125264.756832 + Penalty 14116.686653 = -27111148.070179
  nChanged 22
		SP:Iteration 103Q (4958.140000 sec): 3 clusters
  Score: Raw -27125272.727781 + Penalty 14116.686653 = -27111156.041128
  nChanged 21
		SP:Iteration 104Q (4958.680000 sec): 3 clusters
  Score: Raw -27125279.649831 + Penalty 14116.686653 = -27111162.963177
  nChanged 25
		SP:Iteration 105Q (4959.230000 sec): 3 clusters
  Score: Raw -27125286.909327 + Penalty 14116.686653 = -27111170.222673
  nChanged 22
		SP:Iteration 106Q (4959.770000 sec): 3 clusters
  Score: Raw -27125293.356869 + Penalty 14116.686653 = -27111176.670215
  nChanged 25
		SP:Iteration 107Q (4960.320000 sec): 3 clusters
  Score: Raw -27125301.779799 + Penalty 14116.686653 = -27111185.093146
  nChanged 26
		SP:Iteration 108Q (4960.870000 sec): 3 clusters
  Score: Raw -27125310.603846 + Penalty 14116.686653 = -27111193.917193
  nChanged 23
		SP:Iteration 109Q (4961.410000 sec): 3 clusters
  Score: Raw -27125318.146076 + Penalty 14116.686653 = -27111201.459423
  nChanged 31
		SP:Iteration 110Q (4961.950000 sec): 3 clusters
  Score: Raw -27125328.675773 + Penalty 14116.686653 = -27111211.989120
  nChanged 34
		SP:Iteration 111Q (4962.490000 sec): 3 clusters
  Score: Raw -27125341.142542 + Penalty 14116.686653 = -27111224.455888
  nChanged 26
		SP:Iteration 112Q (4963.030000 sec): 3 clusters
  Score: Raw -27125351.884719 + Penalty 14116.686653 = -27111235.198066
  nChanged 28
		SP:Iteration 113Q (4963.570000 sec): 3 clusters
  Score: Raw -27125361.405327 + Penalty 14116.686653 = -27111244.718674
  nChanged 22
		SP:Iteration 114Q (4964.110000 sec): 3 clusters
  Score: Raw -27125368.855046 + Penalty 14116.686653 = -27111252.168392
  nChanged 24
		SP:Iteration 115Q (4964.670000 sec): 3 clusters
  Score: Raw -27125376.840660 + Penalty 14116.686653 = -27111260.154007
  nChanged 19
		SP:Iteration 116Q (4965.210000 sec): 3 clusters
  Score: Raw -27125383.648942 + Penalty 14116.686653 = -27111266.962289
  nChanged 25
		SP:Iteration 117Q (4965.750000 sec): 3 clusters
  Score: Raw -27125392.811892 + Penalty 14116.686653 = -27111276.125238
  nChanged 26
		SP:Iteration 118Q (4966.290000 sec): 3 clusters
  Score: Raw -27125402.141370 + Penalty 14116.686653 = -27111285.454717
  nChanged 30
		SP:Iteration 119Q (4966.830000 sec): 3 clusters
  Score: Raw -27125412.392528 + Penalty 14116.686653 = -27111295.705875
  nChanged 24
		SP:Iteration 120F (4967.590000 sec): 3 clusters
  Score: Raw -27125420.382020 + Penalty 14116.686653 = -27111303.695366
  nChanged 25
		SP:Iteration 121Q (4968.130000 sec): 3 clusters
  Score: Raw -27125429.220089 + Penalty 14116.686653 = -27111312.533436
  nChanged 24
		SP:Iteration 122Q (4968.680000 sec): 3 clusters
  Score: Raw -27125437.068923 + Penalty 14116.686653 = -27111320.382269
  nChanged 20
		SP:Iteration 123Q (4969.220000 sec): 3 clusters
  Score: Raw -27125443.916829 + Penalty 14116.686653 = -27111327.230176
  nChanged 17
		SP:Iteration 124Q (4969.770000 sec): 3 clusters
  Score: Raw -27125449.676009 + Penalty 14116.686653 = -27111332.989355
  nChanged 23
		SP:Iteration 125Q (4970.310000 sec): 3 clusters
  Score: Raw -27125456.530291 + Penalty 14116.686653 = -27111339.843638
  nChanged 20
		SP:Iteration 126Q (4970.850000 sec): 3 clusters
  Score: Raw -27125464.464991 + Penalty 14116.686653 = -27111347.778338
  nChanged 23
		SP:Iteration 127Q (4971.390000 sec): 3 clusters
  Score: Raw -27125473.552041 + Penalty 14116.686653 = -27111356.865387
  nChanged 19
		SP:Iteration 128Q (4971.940000 sec): 3 clusters
  Score: Raw -27125479.391484 + Penalty 14116.686653 = -27111362.704831
  nChanged 19
		SP:Iteration 129Q (4972.480000 sec): 3 clusters
  Score: Raw -27125485.884523 + Penalty 14116.686653 = -27111369.197869
  nChanged 24
		SP:Iteration 130Q (4973.020000 sec): 3 clusters
  Score: Raw -27125494.662296 + Penalty 14116.686653 = -27111377.975643
  nChanged 32
		SP:Iteration 131Q (4973.560000 sec): 3 clusters
  Score: Raw -27125507.751818 + Penalty 14116.686653 = -27111391.065165
  nChanged 36
		SP:Iteration 132Q (4974.100000 sec): 3 clusters
  Score: Raw -27125523.586125 + Penalty 14116.686653 = -27111406.899471
  nChanged 45
		SP:Iteration 133Q (4974.640000 sec): 3 clusters
  Score: Raw -27125540.060834 + Penalty 14116.686653 = -27111423.374181
  nChanged 37
		SP:Iteration 134Q (4975.190000 sec): 3 clusters
  Score: Raw -27125554.506743 + Penalty 14116.686653 = -27111437.820090
  nChanged 45
		SP:Iteration 135Q (4975.730000 sec): 3 clusters
  Score: Raw -27125572.484165 + Penalty 14116.686653 = -27111455.797512
  nChanged 49
		SP:Iteration 136Q (4976.270000 sec): 3 clusters
  Score: Raw -27125593.656977 + Penalty 14116.686653 = -27111476.970324
  nChanged 54
		SP:Iteration 137Q (4976.810000 sec): 3 clusters
  Score: Raw -27125614.504055 + Penalty 14116.686653 = -27111497.817401
  nChanged 49
		SP:Iteration 138Q (4977.360000 sec): 3 clusters
  Score: Raw -27125631.374609 + Penalty 14116.686653 = -27111514.687956
  nChanged 46
		SP:Iteration 139Q (4977.900000 sec): 3 clusters
  Score: Raw -27125649.610293 + Penalty 14116.686653 = -27111532.923640
  nChanged 43
		SP:Iteration 140F (4978.660000 sec): 3 clusters
  Score: Raw -27125663.307853 + Penalty 14116.686653 = -27111546.621200
  nChanged 39
		SP:Iteration 141Q (4979.210000 sec): 3 clusters
  Score: Raw -27125677.578553 + Penalty 14116.686653 = -27111560.891900
  nChanged 31
		SP:Iteration 142Q (4979.750000 sec): 3 clusters
  Score: Raw -27125689.110542 + Penalty 14116.686653 = -27111572.423889
  nChanged 30
		SP:Iteration 143Q (4980.300000 sec): 3 clusters
  Score: Raw -27125698.597448 + Penalty 14116.686653 = -27111581.910795
  nChanged 24
		SP:Iteration 144Q (4980.850000 sec): 3 clusters
  Score: Raw -27125706.749242 + Penalty 14116.686653 = -27111590.062589
  nChanged 23
		SP:Iteration 145Q (4981.390000 sec): 3 clusters
  Score: Raw -27125714.104241 + Penalty 14116.686653 = -27111597.417587
  nChanged 20
		SP:Iteration 146Q (4981.930000 sec): 3 clusters
  Score: Raw -27125720.741945 + Penalty 14116.686653 = -27111604.055291
  nChanged 26
		SP:Iteration 147Q (4982.480000 sec): 3 clusters
  Score: Raw -27125729.864635 + Penalty 14116.686653 = -27111613.177982
  nChanged 30
		SP:Iteration 148Q (4983.020000 sec): 3 clusters
  Score: Raw -27125741.434199 + Penalty 14116.686653 = -27111624.747546
  nChanged 29
		SP:Iteration 149Q (4983.570000 sec): 3 clusters
  Score: Raw -27125750.966355 + Penalty 14116.686653 = -27111634.279701
  nChanged 27
		SP:Iteration 150Q (4984.110000 sec): 3 clusters
  Score: Raw -27125762.694830 + Penalty 14116.686653 = -27111646.008177
  nChanged 33
		SP:Iteration 151Q (4984.650000 sec): 3 clusters
  Score: Raw -27125774.751369 + Penalty 14116.686653 = -27111658.064715
  nChanged 40
		SP:Iteration 152Q (4985.190000 sec): 3 clusters
  Score: Raw -27125789.419792 + Penalty 14116.686653 = -27111672.733139
  nChanged 38
		SP:Iteration 153Q (4985.730000 sec): 3 clusters
  Score: Raw -27125802.822484 + Penalty 14116.686653 = -27111686.135831
  nChanged 35
		SP:Iteration 154Q (4986.280000 sec): 3 clusters
  Score: Raw -27125816.799288 + Penalty 14116.686653 = -27111700.112634
  nChanged 43
		SP:Iteration 155Q (4986.820000 sec): 3 clusters
  Score: Raw -27125831.385347 + Penalty 14116.686653 = -27111714.698693
  nChanged 37
		SP:Iteration 156Q (4987.360000 sec): 3 clusters
  Score: Raw -27125843.196461 + Penalty 14116.686653 = -27111726.509808
  nChanged 31
		SP:Iteration 157Q (4987.910000 sec): 3 clusters
  Score: Raw -27125853.622383 + Penalty 14116.686653 = -27111736.935729
  nChanged 32
		SP:Iteration 158Q (4988.470000 sec): 3 clusters
  Score: Raw -27125864.910990 + Penalty 14116.686653 = -27111748.224337
  nChanged 34
		SP:Iteration 159Q (4989.010000 sec): 3 clusters
  Score: Raw -27125878.284317 + Penalty 14116.686653 = -27111761.597664
  nChanged 32
		SP:Iteration 160F (4989.770000 sec): 3 clusters
  Score: Raw -27125890.395816 + Penalty 14116.686653 = -27111773.709163
  nChanged 29
		SP:Iteration 161Q (4990.310000 sec): 3 clusters
  Score: Raw -27125901.392940 + Penalty 14116.686653 = -27111784.706286
  nChanged 33
		SP:Iteration 162Q (4990.860000 sec): 3 clusters
  Score: Raw -27125913.556239 + Penalty 14116.686653 = -27111796.869586
  nChanged 35
		SP:Iteration 163Q (4991.410000 sec): 3 clusters
  Score: Raw -27125925.910585 + Penalty 14116.686653 = -27111809.223931
  nChanged 31
		SP:Iteration 164Q (4991.960000 sec): 3 clusters
  Score: Raw -27125936.957771 + Penalty 14116.686653 = -27111820.271118
  nChanged 32
		SP:Iteration 165Q (4992.500000 sec): 3 clusters
  Score: Raw -27125947.300174 + Penalty 14116.686653 = -27111830.613521
  nChanged 36
		SP:Iteration 166Q (4993.050000 sec): 3 clusters
  Score: Raw -27125958.800321 + Penalty 14116.686653 = -27111842.113668
  nChanged 31
		SP:Iteration 167Q (4993.600000 sec): 3 clusters
  Score: Raw -27125969.360117 + Penalty 14116.686653 = -27111852.673463
  nChanged 31
		SP:Iteration 168Q (4994.140000 sec): 3 clusters
  Score: Raw -27125980.716045 + Penalty 14116.686653 = -27111864.029392
  nChanged 29
		SP:Iteration 169Q (4994.690000 sec): 3 clusters
  Score: Raw -27125989.558546 + Penalty 14116.686653 = -27111872.871893
  nChanged 21
		SP:Iteration 170Q (4995.240000 sec): 3 clusters
  Score: Raw -27125997.863399 + Penalty 14116.686653 = -27111881.176746
  nChanged 29
		SP:Iteration 171Q (4995.780000 sec): 3 clusters
  Score: Raw -27126005.915489 + Penalty 14116.686653 = -27111889.228835
  nChanged 19
		SP:Iteration 172Q (4996.340000 sec): 3 clusters
  Score: Raw -27126011.900185 + Penalty 14116.686653 = -27111895.213532
  nChanged 18
		SP:Iteration 173Q (4996.890000 sec): 3 clusters
  Score: Raw -27126016.967421 + Penalty 14116.686653 = -27111900.280768
  nChanged 20
		SP:Iteration 174Q (4997.440000 sec): 3 clusters
  Score: Raw -27126021.942627 + Penalty 14116.686653 = -27111905.255974
  nChanged 16
		SP:Iteration 175Q (4997.990000 sec): 3 clusters
  Score: Raw -27126026.687655 + Penalty 14116.686653 = -27111910.001001
  nChanged 14
		SP:Iteration 176Q (4998.540000 sec): 3 clusters
  Score: Raw -27126030.935257 + Penalty 14116.686653 = -27111914.248604
  nChanged 15
		SP:Iteration 177Q (4999.090000 sec): 3 clusters
  Score: Raw -27126035.739004 + Penalty 14116.686653 = -27111919.052351
  nChanged 17
		SP:Iteration 178Q (4999.650000 sec): 3 clusters
  Score: Raw -27126041.230688 + Penalty 14116.686653 = -27111924.544035
  nChanged 18
		SP:Iteration 179Q (5000.200000 sec): 3 clusters
  Score: Raw -27126046.497865 + Penalty 14116.686653 = -27111929.811212
  nChanged 11
		SP:Iteration 180F (5000.960000 sec): 3 clusters
  Score: Raw -27126050.152286 + Penalty 14116.686653 = -27111933.465632
  nChanged 15
		SP:Iteration 181Q (5001.500000 sec): 3 clusters
  Score: Raw -27126054.347280 + Penalty 14116.686653 = -27111937.660626
  nChanged 14
		SP:Iteration 182Q (5002.050000 sec): 3 clusters
  Score: Raw -27126058.726100 + Penalty 14116.686653 = -27111942.039447
  nChanged 14
		SP:Iteration 183Q (5002.600000 sec): 3 clusters
  Score: Raw -27126062.296576 + Penalty 14116.686653 = -27111945.609923
  nChanged 13
		SP:Iteration 184Q (5003.150000 sec): 3 clusters
  Score: Raw -27126066.025299 + Penalty 14116.686653 = -27111949.338646
  nChanged 12
		SP:Iteration 185Q (5003.700000 sec): 3 clusters
  Score: Raw -27126069.503324 + Penalty 14116.686653 = -27111952.816670
  nChanged 8
		SP:Iteration 186Q (5004.250000 sec): 3 clusters
  Score: Raw -27126071.639651 + Penalty 14116.686653 = -27111954.952998
  nChanged 11
		SP:Iteration 187Q (5004.790000 sec): 3 clusters
  Score: Raw -27126074.607857 + Penalty 14116.686653 = -27111957.921204
  nChanged 15
		SP:Iteration 188Q (5005.340000 sec): 3 clusters
  Score: Raw -27126079.037702 + Penalty 14116.686653 = -27111962.351049
  nChanged 17
		SP:Iteration 189Q (5005.890000 sec): 3 clusters
  Score: Raw -27126083.443657 + Penalty 14116.686653 = -27111966.757004
  nChanged 17
		SP:Iteration 190Q (5006.440000 sec): 3 clusters
  Score: Raw -27126088.106721 + Penalty 14116.686653 = -27111971.420067
  nChanged 16
		SP:Iteration 191Q (5006.990000 sec): 3 clusters
  Score: Raw -27126092.629597 + Penalty 14116.686653 = -27111975.942943
  nChanged 12
		SP:Iteration 192Q (5007.540000 sec): 3 clusters
  Score: Raw -27126095.518318 + Penalty 14116.686653 = -27111978.831665
  nChanged 13
		SP:Iteration 193Q (5008.090000 sec): 3 clusters
  Score: Raw -27126099.145363 + Penalty 14116.686653 = -27111982.458710
  nChanged 9
		SP:Iteration 194Q (5008.640000 sec): 3 clusters
  Score: Raw -27126101.647691 + Penalty 14116.686653 = -27111984.961037
  nChanged 7
		SP:Iteration 195Q (5009.190000 sec): 3 clusters
  Score: Raw -27126103.280905 + Penalty 14116.686653 = -27111986.594252
  nChanged 7
		SP:Iteration 196Q (5009.750000 sec): 3 clusters
  Score: Raw -27126104.968751 + Penalty 14116.686653 = -27111988.282097
  nChanged 5
		SP:Iteration 197Q (5010.290000 sec): 3 clusters
  Score: Raw -27126106.182373 + Penalty 14116.686653 = -27111989.495720
  nChanged 6
		SP:Iteration 198Q (5010.850000 sec): 3 clusters
  Score: Raw -27126107.708203 + Penalty 14116.686653 = -27111991.021550
  nChanged 7
		SP:Iteration 199Q (5011.390000 sec): 3 clusters
  Score: Raw -27126109.336604 + Penalty 14116.686653 = -27111992.649950
  nChanged 2
		SP:Iteration 200F (5012.150000 sec): 3 clusters
  Score: Raw -27126109.989058 + Penalty 14116.686653 = -27111993.302404
  nChanged 2
		SP:Iteration 201Q (5012.710000 sec): 3 clusters
  Score: Raw -27126110.386429 + Penalty 14116.686653 = -27111993.699775
  nChanged 0
		SP:Iteration 202F (5013.470000 sec): 3 clusters
  Score: Raw -27126110.386429 + Penalty 14116.686653 = -27111993.699775
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 34 (140595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5014.340000 sec): 2 clusters
  Score: Raw -37517620.408768 + Penalty 7260.353701 = -37510360.055067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5015.420000 sec): 3 clusters
  Score: Raw -37429893.913980 + Penalty 14520.707402 = -37415373.206577
  nChanged 65227
		SP:Iteration 1F (5016.490000 sec): 3 clusters
  Score: Raw -37466346.722049 + Penalty 14520.707402 = -37451826.014647
  nChanged 5628
		SP:Iteration 2Q (5017.580000 sec): 3 clusters
  Score: Raw -37468194.975185 + Penalty 14520.707402 = -37453674.267783
  nChanged 5709
		SP:Iteration 3Q (5018.660000 sec): 3 clusters
  Score: Raw -37470394.349945 + Penalty 14520.707402 = -37455873.642543
  nChanged 5982
		SP:Iteration 4Q (5019.740000 sec): 3 clusters
  Score: Raw -37472698.609976 + Penalty 14520.707402 = -37458177.902574
  nChanged 5944
		SP:Iteration 5Q (5020.830000 sec): 3 clusters
  Score: Raw -37474920.597977 + Penalty 14520.707402 = -37460399.890574
  nChanged 5996
		SP:Iteration 6Q (5021.910000 sec): 3 clusters
  Score: Raw -37477218.392842 + Penalty 14520.707402 = -37462697.685439
  nChanged 6005
		SP:Iteration 7Q (5022.990000 sec): 3 clusters
  Score: Raw -37479623.879572 + Penalty 14520.707402 = -37465103.172169
  nChanged 5943
		SP:Iteration 8Q (5024.060000 sec): 3 clusters
  Score: Raw -37482049.568241 + Penalty 14520.707402 = -37467528.860838
  nChanged 5897
		SP:Iteration 9Q (5025.130000 sec): 3 clusters
  Score: Raw -37484661.116566 + Penalty 14520.707402 = -37470140.409164
  nChanged 5958
		SP:Iteration 10Q (5026.200000 sec): 3 clusters
  Score: Raw -37487508.379641 + Penalty 14520.707402 = -37472987.672239
  nChanged 6091
		SP:Iteration 11Q (5027.260000 sec): 3 clusters
  Score: Raw -37490667.089159 + Penalty 14520.707402 = -37476146.381756
  nChanged 6344
		SP:Iteration 12Q (5028.310000 sec): 3 clusters
  Score: Raw -37494130.101119 + Penalty 14520.707402 = -37479609.393717
  nChanged 6217
		SP:Iteration 13Q (5029.360000 sec): 3 clusters
  Score: Raw -37497508.353480 + Penalty 14520.707402 = -37482987.646078
  nChanged 5740
		SP:Iteration 14Q (5030.410000 sec): 3 clusters
  Score: Raw -37500652.240505 + Penalty 14520.707402 = -37486131.533103
  nChanged 5289
		SP:Iteration 15Q (5031.430000 sec): 3 clusters
  Score: Raw -37503767.389616 + Penalty 14520.707402 = -37489246.682214
  nChanged 4900
		SP:Iteration 16Q (5032.440000 sec): 3 clusters
  Score: Raw -37506893.369535 + Penalty 14520.707402 = -37492372.662133
  nChanged 4541
		SP:Iteration 17Q (5033.440000 sec): 3 clusters
  Score: Raw -37510151.455653 + Penalty 14520.707402 = -37495630.748251
  nChanged 4317
		SP:Iteration 18Q (5034.430000 sec): 3 clusters
  Score: Raw -37513419.420840 + Penalty 14520.707402 = -37498898.713438
  nChanged 3992
		SP:Iteration 19Q (5035.400000 sec): 3 clusters
  Score: Raw -37516214.353002 + Penalty 14520.707402 = -37501693.645599
  nChanged 3409
		SP:Iteration 20F (5036.450000 sec): 3 clusters
  Score: Raw -37518042.009092 + Penalty 14520.707402 = -37503521.301689
  nChanged 2756
		SP:Iteration 21Q (5037.380000 sec): 3 clusters
  Score: Raw -37519130.792447 + Penalty 14520.707402 = -37504610.085044
  nChanged 2167
		SP:Iteration 22Q (5038.310000 sec): 3 clusters
  Score: Raw -37519826.539095 + Penalty 14520.707402 = -37505305.831693
  nChanged 1778
		SP:Iteration 23Q (5039.240000 sec): 3 clusters
  Score: Raw -37520350.622665 + Penalty 14520.707402 = -37505829.915263
  nChanged 1456
		SP:Iteration 24Q (5040.160000 sec): 3 clusters
  Score: Raw -37520766.070270 + Penalty 14520.707402 = -37506245.362867
  nChanged 1330
		SP:Iteration 25Q (5041.080000 sec): 3 clusters
  Score: Raw -37521154.376138 + Penalty 14520.707402 = -37506633.668735
  nChanged 1294
		SP:Iteration 26Q (5042.000000 sec): 3 clusters
  Score: Raw -37521571.486727 + Penalty 14520.707402 = -37507050.779325
  nChanged 1333
		SP:Iteration 27Q (5042.920000 sec): 3 clusters
  Score: Raw -37522123.607497 + Penalty 14520.707402 = -37507602.900094
  nChanged 1408
		SP:Iteration 28Q (5043.830000 sec): 3 clusters
  Score: Raw -37522956.635974 + Penalty 14520.707402 = -37508435.928571
  nChanged 1469
		SP:Iteration 29Q (5044.740000 sec): 3 clusters
  Score: Raw -37524322.154210 + Penalty 14520.707402 = -37509801.446807
  nChanged 1529
		SP:Iteration 30Q (5045.640000 sec): 3 clusters
  Score: Raw -37525626.148733 + Penalty 14520.707402 = -37511105.441331
  nChanged 1420
		SP:Iteration 31Q (5046.530000 sec): 3 clusters
  Score: Raw -37526233.485488 + Penalty 14520.707402 = -37511712.778085
  nChanged 1079
		SP:Iteration 32Q (5047.410000 sec): 3 clusters
  Score: Raw -37526501.857018 + Penalty 14520.707402 = -37511981.149615
  nChanged 811
		SP:Iteration 33Q (5048.300000 sec): 3 clusters
  Score: Raw -37526656.219374 + Penalty 14520.707402 = -37512135.511972
  nChanged 711
		SP:Iteration 34Q (5049.180000 sec): 3 clusters
  Score: Raw -37526773.709507 + Penalty 14520.707402 = -37512253.002105
  nChanged 623
		SP:Iteration 35Q (5050.060000 sec): 3 clusters
  Score: Raw -37526868.265619 + Penalty 14520.707402 = -37512347.558217
  nChanged 583
		SP:Iteration 36Q (5050.940000 sec): 3 clusters
  Score: Raw -37526953.510569 + Penalty 14520.707402 = -37512432.803167
  nChanged 538
		SP:Iteration 37Q (5051.810000 sec): 3 clusters
  Score: Raw -37527029.493109 + Penalty 14520.707402 = -37512508.785706
  nChanged 470
		SP:Iteration 38Q (5052.680000 sec): 3 clusters
  Score: Raw -37527095.349474 + Penalty 14520.707402 = -37512574.642072
  nChanged 450
		SP:Iteration 39Q (5053.550000 sec): 3 clusters
  Score: Raw -37527155.902348 + Penalty 14520.707402 = -37512635.194946
  nChanged 422
		SP:Iteration 40F (5054.600000 sec): 3 clusters
  Score: Raw -37527213.918320 + Penalty 14520.707402 = -37512693.210917
  nChanged 396
		SP:Iteration 41Q (5055.470000 sec): 3 clusters
  Score: Raw -37527265.345680 + Penalty 14520.707402 = -37512744.638278
  nChanged 373
		SP:Iteration 42Q (5056.340000 sec): 3 clusters
  Score: Raw -37527310.580040 + Penalty 14520.707402 = -37512789.872638
  nChanged 312
		SP:Iteration 43Q (5057.210000 sec): 3 clusters
  Score: Raw -37527348.678773 + Penalty 14520.707402 = -37512827.971370
  nChanged 321
		SP:Iteration 44Q (5058.070000 sec): 3 clusters
  Score: Raw -37527388.291936 + Penalty 14520.707402 = -37512867.584534
  nChanged 296
		SP:Iteration 45Q (5058.930000 sec): 3 clusters
  Score: Raw -37527421.676821 + Penalty 14520.707402 = -37512900.969418
  nChanged 267
		SP:Iteration 46Q (5059.800000 sec): 3 clusters
  Score: Raw -37527449.702412 + Penalty 14520.707402 = -37512928.995009
  nChanged 235
		SP:Iteration 47Q (5060.660000 sec): 3 clusters
  Score: Raw -37527473.681833 + Penalty 14520.707402 = -37512952.974431
  nChanged 200
		SP:Iteration 48Q (5061.520000 sec): 3 clusters
  Score: Raw -37527493.121433 + Penalty 14520.707402 = -37512972.414031
  nChanged 179
		SP:Iteration 49Q (5062.370000 sec): 3 clusters
  Score: Raw -37527510.848553 + Penalty 14520.707402 = -37512990.141150
  nChanged 172
		SP:Iteration 50Q (5063.220000 sec): 3 clusters
  Score: Raw -37527526.228694 + Penalty 14520.707402 = -37513005.521292
  nChanged 145
		SP:Iteration 51Q (5064.080000 sec): 3 clusters
  Score: Raw -37527538.939082 + Penalty 14520.707402 = -37513018.231680
  nChanged 145
		SP:Iteration 52Q (5064.930000 sec): 3 clusters
  Score: Raw -37527553.303249 + Penalty 14520.707402 = -37513032.595847
  nChanged 151
		SP:Iteration 53Q (5065.780000 sec): 3 clusters
  Score: Raw -37527568.033415 + Penalty 14520.707402 = -37513047.326013
  nChanged 138
		SP:Iteration 54Q (5066.630000 sec): 3 clusters
  Score: Raw -37527580.043547 + Penalty 14520.707402 = -37513059.336145
  nChanged 133
		SP:Iteration 55Q (5067.480000 sec): 3 clusters
  Score: Raw -37527591.998449 + Penalty 14520.707402 = -37513071.291046
  nChanged 113
		SP:Iteration 56Q (5068.340000 sec): 3 clusters
  Score: Raw -37527601.965409 + Penalty 14520.707402 = -37513081.258006
  nChanged 104
		SP:Iteration 57Q (5069.200000 sec): 3 clusters
  Score: Raw -37527610.190621 + Penalty 14520.707402 = -37513089.483219
  nChanged 85
		SP:Iteration 58Q (5070.050000 sec): 3 clusters
  Score: Raw -37527617.717742 + Penalty 14520.707402 = -37513097.010340
  nChanged 76
		SP:Iteration 59Q (5070.900000 sec): 3 clusters
  Score: Raw -37527623.645703 + Penalty 14520.707402 = -37513102.938301
  nChanged 69
		SP:Iteration 60F (5071.960000 sec): 3 clusters
  Score: Raw -37527629.535935 + Penalty 14520.707402 = -37513108.828533
  nChanged 88
		SP:Iteration 61Q (5072.810000 sec): 3 clusters
  Score: Raw -37527636.133633 + Penalty 14520.707402 = -37513115.426231
  nChanged 73
		SP:Iteration 62Q (5073.660000 sec): 3 clusters
  Score: Raw -37527641.229651 + Penalty 14520.707402 = -37513120.522248
  nChanged 63
		SP:Iteration 63Q (5074.510000 sec): 3 clusters
  Score: Raw -37527645.627358 + Penalty 14520.707402 = -37513124.919955
  nChanged 52
		SP:Iteration 64Q (5075.360000 sec): 3 clusters
  Score: Raw -37527649.044651 + Penalty 14520.707402 = -37513128.337249
  nChanged 39
		SP:Iteration 65Q (5076.210000 sec): 3 clusters
  Score: Raw -37527651.343030 + Penalty 14520.707402 = -37513130.635628
  nChanged 31
		SP:Iteration 66Q (5077.050000 sec): 3 clusters
  Score: Raw -37527653.246293 + Penalty 14520.707402 = -37513132.538891
  nChanged 25
		SP:Iteration 67Q (5077.900000 sec): 3 clusters
  Score: Raw -37527655.068998 + Penalty 14520.707402 = -37513134.361595
  nChanged 31
		SP:Iteration 68Q (5078.750000 sec): 3 clusters
  Score: Raw -37527657.029383 + Penalty 14520.707402 = -37513136.321981
  nChanged 23
		SP:Iteration 69Q (5079.610000 sec): 3 clusters
  Score: Raw -37527658.575292 + Penalty 14520.707402 = -37513137.867890
  nChanged 28
		SP:Iteration 70Q (5080.460000 sec): 3 clusters
  Score: Raw -37527660.356479 + Penalty 14520.707402 = -37513139.649076
  nChanged 30
		SP:Iteration 71Q (5081.300000 sec): 3 clusters
  Score: Raw -37527662.165883 + Penalty 14520.707402 = -37513141.458480
  nChanged 22
		SP:Iteration 72Q (5082.150000 sec): 3 clusters
  Score: Raw -37527663.455304 + Penalty 14520.707402 = -37513142.747901
  nChanged 22
		SP:Iteration 73Q (5083.000000 sec): 3 clusters
  Score: Raw -37527664.938940 + Penalty 14520.707402 = -37513144.231538
  nChanged 23
		SP:Iteration 74Q (5083.850000 sec): 3 clusters
  Score: Raw -37527666.429005 + Penalty 14520.707402 = -37513145.721603
  nChanged 22
		SP:Iteration 75Q (5084.700000 sec): 3 clusters
  Score: Raw -37527667.722373 + Penalty 14520.707402 = -37513147.014970
  nChanged 15
		SP:Iteration 76Q (5085.550000 sec): 3 clusters
  Score: Raw -37527668.678368 + Penalty 14520.707402 = -37513147.970965
  nChanged 17
		SP:Iteration 77Q (5086.400000 sec): 3 clusters
  Score: Raw -37527669.733826 + Penalty 14520.707402 = -37513149.026424
  nChanged 15
		SP:Iteration 78Q (5087.250000 sec): 3 clusters
  Score: Raw -37527670.691197 + Penalty 14520.707402 = -37513149.983795
  nChanged 19
		SP:Iteration 79Q (5088.090000 sec): 3 clusters
  Score: Raw -37527671.766861 + Penalty 14520.707402 = -37513151.059459
  nChanged 14
		SP:Iteration 80F (5089.150000 sec): 3 clusters
  Score: Raw -37527672.562935 + Penalty 14520.707402 = -37513151.855533
  nChanged 9
		SP:Iteration 81Q (5089.990000 sec): 3 clusters
  Score: Raw -37527673.030717 + Penalty 14520.707402 = -37513152.323314
  nChanged 9
		SP:Iteration 82Q (5090.850000 sec): 3 clusters
  Score: Raw -37527673.539888 + Penalty 14520.707402 = -37513152.832485
  nChanged 7
		SP:Iteration 83Q (5091.690000 sec): 3 clusters
  Score: Raw -37527673.886396 + Penalty 14520.707402 = -37513153.178993
  nChanged 4
		SP:Iteration 84Q (5092.540000 sec): 3 clusters
  Score: Raw -37527674.051064 + Penalty 14520.707402 = -37513153.343662
  nChanged 3
		SP:Iteration 85Q (5093.390000 sec): 3 clusters
  Score: Raw -37527674.203541 + Penalty 14520.707402 = -37513153.496139
  nChanged 2
		SP:Iteration 86Q (5094.230000 sec): 3 clusters
  Score: Raw -37527674.286304 + Penalty 14520.707402 = -37513153.578901
  nChanged 1
		SP:Iteration 87Q (5095.080000 sec): 3 clusters
  Score: Raw -37527674.350158 + Penalty 14520.707402 = -37513153.642756
  nChanged 0
		SP:Iteration 88F (5096.140000 sec): 3 clusters
  Score: Raw -37527674.350158 + Penalty 14520.707402 = -37513153.642756
  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 23.66 GB.

 Trying to split cluster 35 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5096.270000 sec): 2 clusters
  Score: Raw -1035584.510860 + Penalty 5108.383109 = -1030476.127751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5096.300000 sec): 3 clusters
  Score: Raw -1034685.580832 + Penalty 10216.766218 = -1024468.814614
  nChanged 1445
		SP:Iteration 1F (5096.330000 sec): 3 clusters
  Score: Raw -1040682.698344 + Penalty 10216.766218 = -1030465.932126
  nChanged 938
		SP:Iteration 2F (5096.360000 sec): 3 clusters
  Score: Raw -1049685.618798 + Penalty 10216.766218 = -1039468.852580
  nChanged 487
		SP:Iteration 3F (5096.390000 sec): 3 clusters
  Score: Raw -1052911.237584 + Penalty 10216.766218 = -1042694.471366
  nChanged 181
		SP:Iteration 4Q (5096.420000 sec): 3 clusters
  Score: Raw -1057443.660308 + Penalty 10216.766218 = -1047226.894090
  nChanged 80
		SP:Iteration 5Q (5096.440000 sec): 3 clusters
  Score: Raw -1058351.888652 + Penalty 10216.766218 = -1048135.122434
  nChanged 52
		SP:Iteration 6Q (5096.460000 sec): 3 clusters
  Score: Raw -1058934.946300 + Penalty 10216.766218 = -1048718.180082
  nChanged 50
		SP:Iteration 7Q (5096.480000 sec): 3 clusters
  Score: Raw -1059841.651436 + Penalty 10216.766218 = -1049624.885218
  nChanged 37
		SP:Iteration 8Q (5096.500000 sec): 3 clusters
  Score: Raw -1060171.388174 + Penalty 10216.766218 = -1049954.621956
  nChanged 30
		SP:Iteration 9Q (5096.520000 sec): 3 clusters
  Score: Raw -1060240.418050 + Penalty 10216.766218 = -1050023.651832
  nChanged 12
		SP:Iteration 10Q (5096.540000 sec): 3 clusters
  Score: Raw -1060261.986828 + Penalty 10216.766218 = -1050045.220609
  nChanged 8
		SP:Iteration 11Q (5096.560000 sec): 3 clusters
  Score: Raw -1060272.829745 + Penalty 10216.766218 = -1050056.063527
  nChanged 9
		SP:Iteration 12Q (5096.590000 sec): 3 clusters
  Score: Raw -1060280.562131 + Penalty 10216.766218 = -1050063.795913
  nChanged 7
		SP:Iteration 13Q (5096.610000 sec): 3 clusters
  Score: Raw -1060288.932896 + Penalty 10216.766218 = -1050072.166678
  nChanged 5
		SP:Iteration 14Q (5096.630000 sec): 3 clusters
  Score: Raw -1060293.247015 + Penalty 10216.766218 = -1050076.480796
  nChanged 0
		SP:Iteration 15F (5096.660000 sec): 3 clusters
  Score: Raw -1060293.247015 + Penalty 10216.766218 = -1050076.480796
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Iteration 59Q (5136.260000 sec): 46 clusters
  Score: Raw -522332912.742798 + Penalty 399801.891740 = -521933110.851059
  nChanged 24074
Iteration 60F (5379.610000 sec): 46 clusters
  Score: Raw -522350288.806814 + Penalty 399801.891740 = -521950486.915075
  nChanged 20490
Iteration 61Q (5414.010000 sec): 46 clusters
  Score: Raw -522359504.470255 + Penalty 399801.891740 = -521959702.578515
  nChanged 13669
Iteration 62Q (5447.560000 sec): 46 clusters
  Score: Raw -522363963.674571 + Penalty 399801.891740 = -521964161.782831
  nChanged 10368
Iteration 63Q (5480.650000 sec): 46 clusters
  Score: Raw -522366592.815242 + Penalty 399801.891740 = -521966790.923502
  nChanged 8299
Iteration 64Q (5513.480000 sec): 46 clusters
  Score: Raw -522368656.131059 + Penalty 399801.891740 = -521968854.239319
  nChanged 7025
Iteration 65Q (5546.190000 sec): 46 clusters
  Score: Raw -522370792.928457 + Penalty 399801.891740 = -521970991.036717
  nChanged 6130
Iteration 66Q (5578.710000 sec): 46 clusters
  Score: Raw -522372379.701557 + Penalty 399801.891740 = -521972577.809817
  nChanged 5335
Iteration 67Q (5611.010000 sec): 46 clusters
  Score: Raw -522373289.262456 + Penalty 399801.891740 = -521973487.370717
  nChanged 4698
Iteration 68Q (5643.640000 sec): 46 clusters
  Score: Raw -522373840.157614 + Penalty 399801.891740 = -521974038.265874
  nChanged 4046
Iteration 69Q (5676.710000 sec): 46 clusters
  Score: Raw -522374291.623662 + Penalty 399801.891740 = -521974489.731922
  nChanged 3740
Iteration 70Q (5709.800000 sec): 46 clusters
  Score: Raw -522374680.602654 + Penalty 399801.891740 = -521974878.710914
  nChanged 3449
Iteration 71Q (5742.890000 sec): 46 clusters
  Score: Raw -522375019.316653 + Penalty 399801.891740 = -521975217.424913
  nChanged 3093
Iteration 72Q (5775.850000 sec): 46 clusters
  Score: Raw -522375320.504614 + Penalty 399801.891740 = -521975518.612874
  nChanged 2897
Iteration 73Q (5808.720000 sec): 46 clusters
  Score: Raw -522375602.771639 + Penalty 399801.891740 = -521975800.879899
  nChanged 2701
Iteration 74Q (5841.610000 sec): 46 clusters
  Score: Raw -522375848.938165 + Penalty 399801.891740 = -521976047.046425
  nChanged 2500
Iteration 75Q (5874.420000 sec): 46 clusters
  Score: Raw -522376076.338881 + Penalty 399801.891740 = -521976274.447142
  nChanged 2375
Iteration 76Q (5907.220000 sec): 46 clusters
  Score: Raw -522376294.045417 + Penalty 399801.891740 = -521976492.153677
  nChanged 2305
Iteration 77Q (5940.040000 sec): 46 clusters
  Score: Raw -522376511.608888 + Penalty 399801.891740 = -521976709.717148
  nChanged 2271
Iteration 78Q (5972.850000 sec): 46 clusters
  Score: Raw -522376719.151020 + Penalty 399801.891740 = -521976917.259281
  nChanged 2099
Iteration 79Q (6005.540000 sec): 46 clusters
  Score: Raw -522376900.000900 + Penalty 399801.891740 = -521977098.109161
  nChanged 1925
Iteration 80F (6251.710000 sec): 46 clusters
  Score: Raw -522377388.738589 + Penalty 399801.891740 = -521977586.846850
  nChanged 1914
Iteration 81Q (6285.810000 sec): 46 clusters
  Score: Raw -522378185.366193 + Penalty 399801.891740 = -521978383.474454
  nChanged 1982
Iteration 82Q (6319.870000 sec): 46 clusters
  Score: Raw -522378598.493487 + Penalty 399801.891740 = -521978796.601747
  nChanged 1952
Iteration 83Q (6353.890000 sec): 46 clusters
  Score: Raw -522378835.653086 + Penalty 399801.891740 = -521979033.761347
  nChanged 1850
Iteration 84Q (6387.860000 sec): 46 clusters
  Score: Raw -522379052.643242 + Penalty 399801.891740 = -521979250.751502
  nChanged 1822
Iteration 85Q (6421.800000 sec): 46 clusters
  Score: Raw -522379258.088182 + Penalty 399801.891740 = -521979456.196442
  nChanged 1763
Iteration 86Q (6455.280000 sec): 46 clusters
  Score: Raw -522379448.140286 + Penalty 399801.891740 = -521979646.248546
  nChanged 1779
Iteration 87Q (6488.100000 sec): 46 clusters
  Score: Raw -522379627.011095 + Penalty 399801.891740 = -521979825.119355
  nChanged 1715
Iteration 88Q (6521.080000 sec): 46 clusters
  Score: Raw -522379788.742653 + Penalty 399801.891740 = -521979986.850914
  nChanged 1615
Iteration 89Q (6554.120000 sec): 46 clusters
  Score: Raw -522379936.834520 + Penalty 399801.891740 = -521980134.942780
  nChanged 1571
Iteration 90Q (6586.830000 sec): 46 clusters
  Score: Raw -522380085.547202 + Penalty 399801.891740 = -521980283.655463
  nChanged 1512
Iteration 91Q (6619.580000 sec): 46 clusters
  Score: Raw -522380215.577020 + Penalty 399801.891740 = -521980413.685280
  nChanged 1389
Iteration 92Q (6652.340000 sec): 46 clusters
  Score: Raw -522380340.744589 + Penalty 399801.891740 = -521980538.852849
  nChanged 1387
Iteration 93Q (6685.100000 sec): 46 clusters
  Score: Raw -522380466.998239 + Penalty 399801.891740 = -521980665.106499
  nChanged 1429
Iteration 94Q (6717.810000 sec): 46 clusters
  Score: Raw -522380591.382863 + Penalty 399801.891740 = -521980789.491123
  nChanged 1390
Iteration 95Q (6750.630000 sec): 46 clusters
  Score: Raw -522380722.558399 + Penalty 399801.891740 = -521980920.666659
  nChanged 1394
Iteration 96Q (6783.200000 sec): 46 clusters
  Score: Raw -522380846.598391 + Penalty 399801.891740 = -521981044.706652
  nChanged 1387
Iteration 97Q (6815.800000 sec): 46 clusters
  Score: Raw -522380961.984798 + Penalty 399801.891740 = -521981160.093058
  nChanged 1336
Iteration 98Q (6848.370000 sec): 46 clusters
  Score: Raw -522381068.110746 + Penalty 399801.891740 = -521981266.219006
  nChanged 1303
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522381068.110746 + Penalty 399801.891740 = -521981266.219006
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 1 (7229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6848.680000 sec): 2 clusters
  Score: Raw -1814513.575858 + Penalty 5442.586796 = -1809070.989062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6848.730000 sec): 3 clusters
  Score: Raw -1811709.874489 + Penalty 10885.173591 = -1800824.700898
  nChanged 2545
		SP:Iteration 1F (6848.790000 sec): 3 clusters
  Score: Raw -1813901.970873 + Penalty 10885.173591 = -1803016.797282
  nChanged 724
		SP:Iteration 2F (6848.840000 sec): 3 clusters
  Score: Raw -1814718.117194 + Penalty 10885.173591 = -1803832.943602
  nChanged 545
		SP:Iteration 3F (6848.890000 sec): 3 clusters
  Score: Raw -1815410.444332 + Penalty 10885.173591 = -1804525.270741
  nChanged 439
		SP:Iteration 4F (6848.950000 sec): 3 clusters
  Score: Raw -1815873.221703 + Penalty 10885.173591 = -1804988.048112
  nChanged 329
		SP:Iteration 5Q (6849.000000 sec): 3 clusters
  Score: Raw -1816192.797933 + Penalty 10885.173591 = -1805307.624341
  nChanged 253
		SP:Iteration 6Q (6849.050000 sec): 3 clusters
  Score: Raw -1816451.285085 + Penalty 10885.173591 = -1805566.111494
  nChanged 241
		SP:Iteration 7Q (6849.100000 sec): 3 clusters
  Score: Raw -1816668.141274 + Penalty 10885.173591 = -1805782.967682
  nChanged 207
		SP:Iteration 8Q (6849.150000 sec): 3 clusters
  Score: Raw -1816846.235706 + Penalty 10885.173591 = -1805961.062115
  nChanged 170
		SP:Iteration 9Q (6849.200000 sec): 3 clusters
  Score: Raw -1817013.123094 + Penalty 10885.173591 = -1806127.949503
  nChanged 173
		SP:Iteration 10Q (6849.250000 sec): 3 clusters
  Score: Raw -1817170.323333 + Penalty 10885.173591 = -1806285.149742
  nChanged 153
		SP:Iteration 11Q (6849.300000 sec): 3 clusters
  Score: Raw -1817307.052784 + Penalty 10885.173591 = -1806421.879193
  nChanged 150
		SP:Iteration 12Q (6849.350000 sec): 3 clusters
  Score: Raw -1817443.217294 + Penalty 10885.173591 = -1806558.043702
  nChanged 149
		SP:Iteration 13Q (6849.400000 sec): 3 clusters
  Score: Raw -1817577.214319 + Penalty 10885.173591 = -1806692.040727
  nChanged 132
		SP:Iteration 14Q (6849.450000 sec): 3 clusters
  Score: Raw -1817739.345531 + Penalty 10885.173591 = -1806854.171939
  nChanged 116
		SP:Iteration 15Q (6849.490000 sec): 3 clusters
  Score: Raw -1817920.749908 + Penalty 10885.173591 = -1807035.576316
  nChanged 131
		SP:Iteration 16Q (6849.540000 sec): 3 clusters
  Score: Raw -1818047.912430 + Penalty 10885.173591 = -1807162.738838
  nChanged 99
		SP:Iteration 17Q (6849.590000 sec): 3 clusters
  Score: Raw -1818145.694331 + Penalty 10885.173591 = -1807260.520739
  nChanged 82
		SP:Iteration 18Q (6849.640000 sec): 3 clusters
  Score: Raw -1818217.660655 + Penalty 10885.173591 = -1807332.487064
  nChanged 65
		SP:Iteration 19Q (6849.690000 sec): 3 clusters
  Score: Raw -1818262.635161 + Penalty 10885.173591 = -1807377.461570
  nChanged 62
		SP:Iteration 20F (6849.740000 sec): 3 clusters
  Score: Raw -1818320.372892 + Penalty 10885.173591 = -1807435.199300
  nChanged 40
		SP:Iteration 21Q (6849.800000 sec): 3 clusters
  Score: Raw -1818381.045007 + Penalty 10885.173591 = -1807495.871415
  nChanged 49
		SP:Iteration 22Q (6849.850000 sec): 3 clusters
  Score: Raw -1818437.523789 + Penalty 10885.173591 = -1807552.350198
  nChanged 47
		SP:Iteration 23Q (6849.890000 sec): 3 clusters
  Score: Raw -1818482.733378 + Penalty 10885.173591 = -1807597.559787
  nChanged 42
		SP:Iteration 24Q (6849.940000 sec): 3 clusters
  Score: Raw -1818510.614665 + Penalty 10885.173591 = -1807625.441073
  nChanged 39
		SP:Iteration 25Q (6849.990000 sec): 3 clusters
  Score: Raw -1818544.574633 + Penalty 10885.173591 = -1807659.401042
  nChanged 35
		SP:Iteration 26Q (6850.040000 sec): 3 clusters
  Score: Raw -1818566.685296 + Penalty 10885.173591 = -1807681.511704
  nChanged 28
		SP:Iteration 27Q (6850.090000 sec): 3 clusters
  Score: Raw -1818581.330899 + Penalty 10885.173591 = -1807696.157308
  nChanged 24
		SP:Iteration 28Q (6850.130000 sec): 3 clusters
  Score: Raw -1818593.714150 + Penalty 10885.173591 = -1807708.540558
  nChanged 23
		SP:Iteration 29Q (6850.180000 sec): 3 clusters
  Score: Raw -1818605.983743 + Penalty 10885.173591 = -1807720.810152
  nChanged 20
		SP:Iteration 30Q (6850.230000 sec): 3 clusters
  Score: Raw -1818618.683793 + Penalty 10885.173591 = -1807733.510202
  nChanged 24
		SP:Iteration 31Q (6850.280000 sec): 3 clusters
  Score: Raw -1818631.836935 + Penalty 10885.173591 = -1807746.663344
  nChanged 20
		SP:Iteration 32Q (6850.330000 sec): 3 clusters
  Score: Raw -1818641.517277 + Penalty 10885.173591 = -1807756.343686
  nChanged 21
		SP:Iteration 33Q (6850.380000 sec): 3 clusters
  Score: Raw -1818653.393128 + Penalty 10885.173591 = -1807768.219536
  nChanged 19
		SP:Iteration 34Q (6850.420000 sec): 3 clusters
  Score: Raw -1818662.756535 + Penalty 10885.173591 = -1807777.582943
  nChanged 18
		SP:Iteration 35Q (6850.470000 sec): 3 clusters
  Score: Raw -1818671.375951 + Penalty 10885.173591 = -1807786.202360
  nChanged 21
		SP:Iteration 36Q (6850.520000 sec): 3 clusters
  Score: Raw -1818685.976797 + Penalty 10885.173591 = -1807800.803206
  nChanged 18
		SP:Iteration 37Q (6850.560000 sec): 3 clusters
  Score: Raw -1818699.574331 + Penalty 10885.173591 = -1807814.400739
  nChanged 18
		SP:Iteration 38Q (6850.610000 sec): 3 clusters
  Score: Raw -1818711.401560 + Penalty 10885.173591 = -1807826.227969
  nChanged 25
		SP:Iteration 39Q (6850.660000 sec): 3 clusters
  Score: Raw -1818728.353500 + Penalty 10885.173591 = -1807843.179908
  nChanged 34
		SP:Iteration 40F (6850.710000 sec): 3 clusters
  Score: Raw -1818787.641465 + Penalty 10885.173591 = -1807902.467874
  nChanged 41
		SP:Iteration 41Q (6850.760000 sec): 3 clusters
  Score: Raw -1818932.220311 + Penalty 10885.173591 = -1808047.046720
  nChanged 69
		SP:Iteration 42Q (6850.800000 sec): 3 clusters
  Score: Raw -1819163.146549 + Penalty 10885.173591 = -1808277.972958
  nChanged 100
		SP:Iteration 43Q (6850.850000 sec): 3 clusters
  Score: Raw -1819273.583580 + Penalty 10885.173591 = -1808388.409989
  nChanged 62
		SP:Iteration 44Q (6850.900000 sec): 3 clusters
  Score: Raw -1819313.170903 + Penalty 10885.173591 = -1808427.997312
  nChanged 43
		SP:Iteration 45Q (6850.940000 sec): 3 clusters
  Score: Raw -1819342.428193 + Penalty 10885.173591 = -1808457.254602
  nChanged 40
		SP:Iteration 46Q (6850.990000 sec): 3 clusters
  Score: Raw -1819368.652525 + Penalty 10885.173591 = -1808483.478934
  nChanged 25
		SP:Iteration 47Q (6851.040000 sec): 3 clusters
  Score: Raw -1819384.209837 + Penalty 10885.173591 = -1808499.036246
  nChanged 27
		SP:Iteration 48Q (6851.080000 sec): 3 clusters
  Score: Raw -1819399.085480 + Penalty 10885.173591 = -1808513.911889
  nChanged 12
		SP:Iteration 49Q (6851.130000 sec): 3 clusters
  Score: Raw -1819405.485087 + Penalty 10885.173591 = -1808520.311496
  nChanged 11
		SP:Iteration 50Q (6851.170000 sec): 3 clusters
  Score: Raw -1819413.526270 + Penalty 10885.173591 = -1808528.352678
  nChanged 7
		SP:Iteration 51Q (6851.220000 sec): 3 clusters
  Score: Raw -1819447.885031 + Penalty 10885.173591 = -1808562.711439
  nChanged 10
		SP:Iteration 52Q (6851.260000 sec): 3 clusters
  Score: Raw -1819452.379810 + Penalty 10885.173591 = -1808567.206219
  nChanged 8
		SP:Iteration 53Q (6851.310000 sec): 3 clusters
  Score: Raw -1819456.050404 + Penalty 10885.173591 = -1808570.876812
  nChanged 7
		SP:Iteration 54Q (6851.360000 sec): 3 clusters
  Score: Raw -1819459.476192 + Penalty 10885.173591 = -1808574.302601
  nChanged 5
		SP:Iteration 55Q (6851.400000 sec): 3 clusters
  Score: Raw -1819461.935013 + Penalty 10885.173591 = -1808576.761421
  nChanged 4
		SP:Iteration 56Q (6851.450000 sec): 3 clusters
  Score: Raw -1819463.669770 + Penalty 10885.173591 = -1808578.496179
  nChanged 6
		SP:Iteration 57Q (6851.490000 sec): 3 clusters
  Score: Raw -1819466.118861 + Penalty 10885.173591 = -1808580.945270
  nChanged 4
		SP:Iteration 58Q (6851.540000 sec): 3 clusters
  Score: Raw -1819467.903085 + Penalty 10885.173591 = -1808582.729493
  nChanged 3
		SP:Iteration 59Q (6851.580000 sec): 3 clusters
  Score: Raw -1819469.924169 + Penalty 10885.173591 = -1808584.750578
  nChanged 2
		SP:Iteration 60F (6851.640000 sec): 3 clusters
  Score: Raw -1819471.223271 + Penalty 10885.173591 = -1808586.049680
  nChanged 2
		SP:Iteration 61Q (6851.680000 sec): 3 clusters
  Score: Raw -1819472.494009 + Penalty 10885.173591 = -1808587.320417
  nChanged 1
		SP:Iteration 62Q (6851.730000 sec): 3 clusters
  Score: Raw -1819473.280685 + Penalty 10885.173591 = -1808588.107093
  nChanged 1
		SP:Iteration 63Q (6851.780000 sec): 3 clusters
  Score: Raw -1819473.894988 + Penalty 10885.173591 = -1808588.721396
  nChanged 0
		SP:Iteration 64F (6851.830000 sec): 3 clusters
  Score: Raw -1819473.894988 + Penalty 10885.173591 = -1808588.721396
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 2 (18838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6851.950000 sec): 2 clusters
  Score: Raw -4946869.151336 + Penalty 6029.224224 = -4940839.927113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6852.100000 sec): 3 clusters
  Score: Raw -4937179.631110 + Penalty 12058.448447 = -4925121.182662
  nChanged 7522
		SP:Iteration 1F (6852.240000 sec): 3 clusters
  Score: Raw -4941297.152126 + Penalty 12058.448447 = -4929238.703679
  nChanged 1416
		SP:Iteration 2F (6852.380000 sec): 3 clusters
  Score: Raw -4942212.947714 + Penalty 12058.448447 = -4930154.499267
  nChanged 1198
		SP:Iteration 3F (6852.530000 sec): 3 clusters
  Score: Raw -4943124.469710 + Penalty 12058.448447 = -4931066.021262
  nChanged 1135
		SP:Iteration 4F (6852.670000 sec): 3 clusters
  Score: Raw -4944127.610273 + Penalty 12058.448447 = -4932069.161826
  nChanged 1163
		SP:Iteration 5F (6852.820000 sec): 3 clusters
  Score: Raw -4945201.783124 + Penalty 12058.448447 = -4933143.334677
  nChanged 1107
		SP:Iteration 6F (6852.960000 sec): 3 clusters
  Score: Raw -4946140.143096 + Penalty 12058.448447 = -4934081.694649
  nChanged 1005
		SP:Iteration 7F (6853.100000 sec): 3 clusters
  Score: Raw -4946931.015453 + Penalty 12058.448447 = -4934872.567006
  nChanged 941
		SP:Iteration 8Q (6853.240000 sec): 3 clusters
  Score: Raw -4947673.882488 + Penalty 12058.448447 = -4935615.434041
  nChanged 812
		SP:Iteration 9Q (6853.380000 sec): 3 clusters
  Score: Raw -4948237.673864 + Penalty 12058.448447 = -4936179.225417
  nChanged 639
		SP:Iteration 10Q (6853.510000 sec): 3 clusters
  Score: Raw -4948566.263293 + Penalty 12058.448447 = -4936507.814846
  nChanged 427
		SP:Iteration 11Q (6853.650000 sec): 3 clusters
  Score: Raw -4948736.715666 + Penalty 12058.448447 = -4936678.267219
  nChanged 325
		SP:Iteration 12Q (6853.780000 sec): 3 clusters
  Score: Raw -4948858.346386 + Penalty 12058.448447 = -4936799.897939
  nChanged 269
		SP:Iteration 13Q (6853.920000 sec): 3 clusters
  Score: Raw -4948960.207924 + Penalty 12058.448447 = -4936901.759477
  nChanged 259
		SP:Iteration 14Q (6854.050000 sec): 3 clusters
  Score: Raw -4949063.921239 + Penalty 12058.448447 = -4937005.472792
  nChanged 246
		SP:Iteration 15Q (6854.190000 sec): 3 clusters
  Score: Raw -4949159.610850 + Penalty 12058.448447 = -4937101.162403
  nChanged 225
		SP:Iteration 16Q (6854.320000 sec): 3 clusters
  Score: Raw -4949256.223583 + Penalty 12058.448447 = -4937197.775136
  nChanged 252
		SP:Iteration 17Q (6854.460000 sec): 3 clusters
  Score: Raw -4949375.737151 + Penalty 12058.448447 = -4937317.288704
  nChanged 296
		SP:Iteration 18Q (6854.590000 sec): 3 clusters
  Score: Raw -4949558.971844 + Penalty 12058.448447 = -4937500.523396
  nChanged 397
		SP:Iteration 19Q (6854.730000 sec): 3 clusters
  Score: Raw -4949938.544074 + Penalty 12058.448447 = -4937880.095627
  nChanged 555
		SP:Iteration 20F (6854.870000 sec): 3 clusters
  Score: Raw -4950708.268387 + Penalty 12058.448447 = -4938649.819940
  nChanged 666
		SP:Iteration 21Q (6855.000000 sec): 3 clusters
  Score: Raw -4952010.573571 + Penalty 12058.448447 = -4939952.125124
  nChanged 727
		SP:Iteration 22Q (6855.130000 sec): 3 clusters
  Score: Raw -4953366.653944 + Penalty 12058.448447 = -4941308.205497
  nChanged 623
		SP:Iteration 23Q (6855.250000 sec): 3 clusters
  Score: Raw -4954074.128086 + Penalty 12058.448447 = -4942015.679639
  nChanged 453
		SP:Iteration 24Q (6855.370000 sec): 3 clusters
  Score: Raw -4954479.212516 + Penalty 12058.448447 = -4942420.764069
  nChanged 350
		SP:Iteration 25Q (6855.490000 sec): 3 clusters
  Score: Raw -4954902.775558 + Penalty 12058.448447 = -4942844.327111
  nChanged 320
		SP:Iteration 26Q (6855.600000 sec): 3 clusters
  Score: Raw -4955455.012733 + Penalty 12058.448447 = -4943396.564286
  nChanged 285
		SP:Iteration 27Q (6855.720000 sec): 3 clusters
  Score: Raw -4956036.717652 + Penalty 12058.448447 = -4943978.269205
  nChanged 234
		SP:Iteration 28Q (6855.830000 sec): 3 clusters
  Score: Raw -4956389.137396 + Penalty 12058.448447 = -4944330.688949
  nChanged 161
		SP:Iteration 29Q (6855.940000 sec): 3 clusters
  Score: Raw -4956519.145019 + Penalty 12058.448447 = -4944460.696572
  nChanged 107
		SP:Iteration 30Q (6856.050000 sec): 3 clusters
  Score: Raw -4956573.292608 + Penalty 12058.448447 = -4944514.844161
  nChanged 68
		SP:Iteration 31Q (6856.160000 sec): 3 clusters
  Score: Raw -4956598.933258 + Penalty 12058.448447 = -4944540.484810
  nChanged 34
		SP:Iteration 32Q (6856.270000 sec): 3 clusters
  Score: Raw -4956609.927744 + Penalty 12058.448447 = -4944551.479297
  nChanged 26
		SP:Iteration 33Q (6856.380000 sec): 3 clusters
  Score: Raw -4956617.230377 + Penalty 12058.448447 = -4944558.781930
  nChanged 20
		SP:Iteration 34Q (6856.480000 sec): 3 clusters
  Score: Raw -4956622.061269 + Penalty 12058.448447 = -4944563.612822
  nChanged 9
		SP:Iteration 35Q (6856.590000 sec): 3 clusters
  Score: Raw -4956623.517051 + Penalty 12058.448447 = -4944565.068604
  nChanged 4
		SP:Iteration 36Q (6856.700000 sec): 3 clusters
  Score: Raw -4956624.265628 + Penalty 12058.448447 = -4944565.817181
  nChanged 2
		SP:Iteration 37Q (6856.810000 sec): 3 clusters
  Score: Raw -4956624.626758 + Penalty 12058.448447 = -4944566.178311
  nChanged 3
		SP:Iteration 38Q (6856.920000 sec): 3 clusters
  Score: Raw -4956625.451369 + Penalty 12058.448447 = -4944567.002922
  nChanged 1
		SP:Iteration 39Q (6857.020000 sec): 3 clusters
  Score: Raw -4956625.594686 + Penalty 12058.448447 = -4944567.146239
  nChanged 1
		SP:Iteration 40F (6857.160000 sec): 3 clusters
  Score: Raw -4956637.318822 + Penalty 12058.448447 = -4944578.870375
  nChanged 3
		SP:Iteration 41Q (6857.270000 sec): 3 clusters
  Score: Raw -4956638.733524 + Penalty 12058.448447 = -4944580.285077
  nChanged 4
		SP:Iteration 42Q (6857.380000 sec): 3 clusters
  Score: Raw -4956639.662650 + Penalty 12058.448447 = -4944581.214203
  nChanged 0
		SP:Iteration 43F (6857.520000 sec): 3 clusters
  Score: Raw -4956639.662650 + Penalty 12058.448447 = -4944581.214203
  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 23.66 GB.

 Trying to split cluster 3 (8993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6857.600000 sec): 2 clusters
  Score: Raw -2273655.703624 + Penalty 5576.323588 = -2268079.380036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6857.660000 sec): 3 clusters
  Score: Raw -2269757.534439 + Penalty 11152.647175 = -2258604.887263
  nChanged 3291
		SP:Iteration 1F (6857.730000 sec): 3 clusters
  Score: Raw -2272181.582724 + Penalty 11152.647175 = -2261028.935549
  nChanged 893
		SP:Iteration 2F (6857.800000 sec): 3 clusters
  Score: Raw -2273298.432462 + Penalty 11152.647175 = -2262145.785287
  nChanged 850
		SP:Iteration 3F (6857.860000 sec): 3 clusters
  Score: Raw -2274543.337756 + Penalty 11152.647175 = -2263390.690580
  nChanged 836
		SP:Iteration 4F (6857.930000 sec): 3 clusters
  Score: Raw -2275714.936150 + Penalty 11152.647175 = -2264562.288975
  nChanged 657
		SP:Iteration 5F (6858.000000 sec): 3 clusters
  Score: Raw -2276536.617451 + Penalty 11152.647175 = -2265383.970275
  nChanged 470
		SP:Iteration 6F (6858.060000 sec): 3 clusters
  Score: Raw -2277076.081585 + Penalty 11152.647175 = -2265923.434409
  nChanged 322
		SP:Iteration 7Q (6858.120000 sec): 3 clusters
  Score: Raw -2277368.757777 + Penalty 11152.647175 = -2266216.110601
  nChanged 205
		SP:Iteration 8Q (6858.180000 sec): 3 clusters
  Score: Raw -2277580.341070 + Penalty 11152.647175 = -2266427.693895
  nChanged 166
		SP:Iteration 9Q (6858.240000 sec): 3 clusters
  Score: Raw -2277735.334644 + Penalty 11152.647175 = -2266582.687468
  nChanged 123
		SP:Iteration 10Q (6858.300000 sec): 3 clusters
  Score: Raw -2277842.049592 + Penalty 11152.647175 = -2266689.402416
  nChanged 87
		SP:Iteration 11Q (6858.360000 sec): 3 clusters
  Score: Raw -2277897.577086 + Penalty 11152.647175 = -2266744.929910
  nChanged 54
		SP:Iteration 12Q (6858.420000 sec): 3 clusters
  Score: Raw -2277929.409487 + Penalty 11152.647175 = -2266776.762311
  nChanged 42
		SP:Iteration 13Q (6858.480000 sec): 3 clusters
  Score: Raw -2277948.801749 + Penalty 11152.647175 = -2266796.154573
  nChanged 25
		SP:Iteration 14Q (6858.530000 sec): 3 clusters
  Score: Raw -2277960.283231 + Penalty 11152.647175 = -2266807.636056
  nChanged 25
		SP:Iteration 15Q (6858.590000 sec): 3 clusters
  Score: Raw -2277971.845949 + Penalty 11152.647175 = -2266819.198774
  nChanged 15
		SP:Iteration 16Q (6858.650000 sec): 3 clusters
  Score: Raw -2277977.858110 + Penalty 11152.647175 = -2266825.210934
  nChanged 12
		SP:Iteration 17Q (6858.700000 sec): 3 clusters
  Score: Raw -2277983.141703 + Penalty 11152.647175 = -2266830.494528
  nChanged 13
		SP:Iteration 18Q (6858.760000 sec): 3 clusters
  Score: Raw -2277989.962340 + Penalty 11152.647175 = -2266837.315165
  nChanged 11
		SP:Iteration 19Q (6858.820000 sec): 3 clusters
  Score: Raw -2277996.001751 + Penalty 11152.647175 = -2266843.354575
  nChanged 16
		SP:Iteration 20F (6858.890000 sec): 3 clusters
  Score: Raw -2278002.897785 + Penalty 11152.647175 = -2266850.250609
  nChanged 11
		SP:Iteration 21Q (6858.940000 sec): 3 clusters
  Score: Raw -2278006.895511 + Penalty 11152.647175 = -2266854.248336
  nChanged 5
		SP:Iteration 22Q (6859.000000 sec): 3 clusters
  Score: Raw -2278008.912509 + Penalty 11152.647175 = -2266856.265334
  nChanged 1
		SP:Iteration 23Q (6859.060000 sec): 3 clusters
  Score: Raw -2278009.620516 + Penalty 11152.647175 = -2266856.973340
  nChanged 2
		SP:Iteration 24Q (6859.120000 sec): 3 clusters
  Score: Raw -2278010.191301 + Penalty 11152.647175 = -2266857.544125
  nChanged 0
		SP:Iteration 25F (6859.180000 sec): 3 clusters
  Score: Raw -2278010.191301 + Penalty 11152.647175 = -2266857.544125
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 4 (86758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6859.760000 sec): 2 clusters
  Score: Raw -23052139.631812 + Penalty 6964.662721 = -23045174.969091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6860.420000 sec): 3 clusters
  Score: Raw -22999405.915926 + Penalty 13929.325443 = -22985476.590483
  nChanged 39220
		SP:Iteration 1F (6861.080000 sec): 3 clusters
  Score: Raw -23020757.347251 + Penalty 13929.325443 = -23006828.021809
  nChanged 3743
		SP:Iteration 2Q (6861.740000 sec): 3 clusters
  Score: Raw -23021894.299359 + Penalty 13929.325443 = -23007964.973916
  nChanged 3460
		SP:Iteration 3Q (6862.400000 sec): 3 clusters
  Score: Raw -23022951.857903 + Penalty 13929.325443 = -23009022.532460
  nChanged 3417
		SP:Iteration 4Q (6863.060000 sec): 3 clusters
  Score: Raw -23024082.701198 + Penalty 13929.325443 = -23010153.375756
  nChanged 3463
		SP:Iteration 5Q (6863.730000 sec): 3 clusters
  Score: Raw -23025363.230414 + Penalty 13929.325443 = -23011433.904971
  nChanged 3593
		SP:Iteration 6Q (6864.400000 sec): 3 clusters
  Score: Raw -23026852.852261 + Penalty 13929.325443 = -23012923.526818
  nChanged 3909
		SP:Iteration 7Q (6865.070000 sec): 3 clusters
  Score: Raw -23028772.922919 + Penalty 13929.325443 = -23014843.597476
  nChanged 4514
		SP:Iteration 8F (6865.720000 sec): 3 clusters
  Score: Raw -23031494.530647 + Penalty 13929.325443 = -23017565.205204
  nChanged 5163
		SP:Iteration 9F (6866.380000 sec): 3 clusters
  Score: Raw -23035270.307220 + Penalty 13929.325443 = -23021340.981777
  nChanged 5602
		SP:Iteration 10F (6867.030000 sec): 3 clusters
  Score: Raw -23040339.054336 + Penalty 13929.325443 = -23026409.728893
  nChanged 5502
		SP:Iteration 11F (6867.690000 sec): 3 clusters
  Score: Raw -23046270.892664 + Penalty 13929.325443 = -23032341.567222
  nChanged 4637
		SP:Iteration 12F (6868.340000 sec): 3 clusters
  Score: Raw -23051576.127566 + Penalty 13929.325443 = -23037646.802123
  nChanged 3275
		SP:Iteration 13Q (6868.940000 sec): 3 clusters
  Score: Raw -23054600.274302 + Penalty 13929.325443 = -23040670.948859
  nChanged 1946
		SP:Iteration 14Q (6869.510000 sec): 3 clusters
  Score: Raw -23055667.674195 + Penalty 13929.325443 = -23041738.348752
  nChanged 1078
		SP:Iteration 15Q (6870.060000 sec): 3 clusters
  Score: Raw -23056015.366206 + Penalty 13929.325443 = -23042086.040763
  nChanged 649
		SP:Iteration 16Q (6870.600000 sec): 3 clusters
  Score: Raw -23056160.869166 + Penalty 13929.325443 = -23042231.543723
  nChanged 400
		SP:Iteration 17Q (6871.150000 sec): 3 clusters
  Score: Raw -23056228.321141 + Penalty 13929.325443 = -23042298.995698
  nChanged 269
		SP:Iteration 18Q (6871.690000 sec): 3 clusters
  Score: Raw -23056264.402966 + Penalty 13929.325443 = -23042335.077523
  nChanged 205
		SP:Iteration 19Q (6872.230000 sec): 3 clusters
  Score: Raw -23056288.293775 + Penalty 13929.325443 = -23042358.968332
  nChanged 132
		SP:Iteration 20F (6872.880000 sec): 3 clusters
  Score: Raw -23056301.391474 + Penalty 13929.325443 = -23042372.066031
  nChanged 104
		SP:Iteration 21Q (6873.430000 sec): 3 clusters
  Score: Raw -23056310.456440 + Penalty 13929.325443 = -23042381.130997
  nChanged 84
		SP:Iteration 22Q (6873.970000 sec): 3 clusters
  Score: Raw -23056316.871038 + Penalty 13929.325443 = -23042387.545595
  nChanged 56
		SP:Iteration 23Q (6874.510000 sec): 3 clusters
  Score: Raw -23056320.859487 + Penalty 13929.325443 = -23042391.534044
  nChanged 51
		SP:Iteration 24Q (6875.050000 sec): 3 clusters
  Score: Raw -23056324.775913 + Penalty 13929.325443 = -23042395.450470
  nChanged 47
		SP:Iteration 25Q (6875.590000 sec): 3 clusters
  Score: Raw -23056327.785672 + Penalty 13929.325443 = -23042398.460229
  nChanged 44
		SP:Iteration 26Q (6876.140000 sec): 3 clusters
  Score: Raw -23056330.903112 + Penalty 13929.325443 = -23042401.577670
  nChanged 30
		SP:Iteration 27Q (6876.680000 sec): 3 clusters
  Score: Raw -23056332.529179 + Penalty 13929.325443 = -23042403.203736
  nChanged 27
		SP:Iteration 28Q (6877.230000 sec): 3 clusters
  Score: Raw -23056334.106847 + Penalty 13929.325443 = -23042404.781404
  nChanged 21
		SP:Iteration 29Q (6877.770000 sec): 3 clusters
  Score: Raw -23056335.346682 + Penalty 13929.325443 = -23042406.021239
  nChanged 17
		SP:Iteration 30Q (6878.310000 sec): 3 clusters
  Score: Raw -23056336.331154 + Penalty 13929.325443 = -23042407.005711
  nChanged 20
		SP:Iteration 31Q (6878.850000 sec): 3 clusters
  Score: Raw -23056337.418889 + Penalty 13929.325443 = -23042408.093446
  nChanged 13
		SP:Iteration 32Q (6879.390000 sec): 3 clusters
  Score: Raw -23056338.044346 + Penalty 13929.325443 = -23042408.718903
  nChanged 9
		SP:Iteration 33Q (6879.930000 sec): 3 clusters
  Score: Raw -23056338.495214 + Penalty 13929.325443 = -23042409.169771
  nChanged 4
		SP:Iteration 34Q (6880.480000 sec): 3 clusters
  Score: Raw -23056338.620797 + Penalty 13929.325443 = -23042409.295354
  nChanged 2
		SP:Iteration 35Q (6881.020000 sec): 3 clusters
  Score: Raw -23056338.734745 + Penalty 13929.325443 = -23042409.409302
  nChanged 3
		SP:Iteration 36Q (6881.560000 sec): 3 clusters
  Score: Raw -23056338.928374 + Penalty 13929.325443 = -23042409.602931
  nChanged 8
		SP:Iteration 37Q (6882.110000 sec): 3 clusters
  Score: Raw -23056339.399224 + Penalty 13929.325443 = -23042410.073781
  nChanged 8
		SP:Iteration 38Q (6882.650000 sec): 3 clusters
  Score: Raw -23056339.849895 + Penalty 13929.325443 = -23042410.524452
  nChanged 6
		SP:Iteration 39Q (6883.190000 sec): 3 clusters
  Score: Raw -23056340.097954 + Penalty 13929.325443 = -23042410.772511
  nChanged 9
		SP:Iteration 40F (6883.850000 sec): 3 clusters
  Score: Raw -23056340.508384 + Penalty 13929.325443 = -23042411.182941
  nChanged 7
		SP:Iteration 41Q (6884.400000 sec): 3 clusters
  Score: Raw -23056340.838864 + Penalty 13929.325443 = -23042411.513421
  nChanged 7
		SP:Iteration 42Q (6884.940000 sec): 3 clusters
  Score: Raw -23056341.145840 + Penalty 13929.325443 = -23042411.820397
  nChanged 10
		SP:Iteration 43Q (6885.480000 sec): 3 clusters
  Score: Raw -23056341.596850 + Penalty 13929.325443 = -23042412.271407
  nChanged 6
		SP:Iteration 44Q (6886.020000 sec): 3 clusters
  Score: Raw -23056341.926412 + Penalty 13929.325443 = -23042412.600969
  nChanged 4
		SP:Iteration 45Q (6886.570000 sec): 3 clusters
  Score: Raw -23056342.123340 + Penalty 13929.325443 = -23042412.797897
  nChanged 4
		SP:Iteration 46Q (6887.110000 sec): 3 clusters
  Score: Raw -23056342.340276 + Penalty 13929.325443 = -23042413.014833
  nChanged 2
		SP:Iteration 47Q (6887.660000 sec): 3 clusters
  Score: Raw -23056342.438480 + Penalty 13929.325443 = -23042413.113037
  nChanged 3
		SP:Iteration 48Q (6888.200000 sec): 3 clusters
  Score: Raw -23056342.568722 + Penalty 13929.325443 = -23042413.243279
  nChanged 2
		SP:Iteration 49Q (6888.740000 sec): 3 clusters
  Score: Raw -23056342.628056 + Penalty 13929.325443 = -23042413.302613
  nChanged 1
		SP:Iteration 50Q (6889.280000 sec): 3 clusters
  Score: Raw -23056342.680069 + Penalty 13929.325443 = -23042413.354626
  nChanged 2
		SP:Iteration 51Q (6889.830000 sec): 3 clusters
  Score: Raw -23056342.767394 + Penalty 13929.325443 = -23042413.441951
  nChanged 5
		SP:Iteration 52Q (6890.370000 sec): 3 clusters
  Score: Raw -23056343.048855 + Penalty 13929.325443 = -23042413.723412
  nChanged 3
		SP:Iteration 53Q (6890.920000 sec): 3 clusters
  Score: Raw -23056343.267151 + Penalty 13929.325443 = -23042413.941708
  nChanged 6
		SP:Iteration 54Q (6891.460000 sec): 3 clusters
  Score: Raw -23056343.585936 + Penalty 13929.325443 = -23042414.260493
  nChanged 5
		SP:Iteration 55Q (6892.000000 sec): 3 clusters
  Score: Raw -23056343.797790 + Penalty 13929.325443 = -23042414.472347
  nChanged 4
		SP:Iteration 56Q (6892.550000 sec): 3 clusters
  Score: Raw -23056344.033044 + Penalty 13929.325443 = -23042414.707601
  nChanged 4
		SP:Iteration 57Q (6893.100000 sec): 3 clusters
  Score: Raw -23056344.175462 + Penalty 13929.325443 = -23042414.850019
  nChanged 2
		SP:Iteration 58Q (6893.640000 sec): 3 clusters
  Score: Raw -23056344.255808 + Penalty 13929.325443 = -23042414.930365
  nChanged 2
		SP:Iteration 59Q (6894.180000 sec): 3 clusters
  Score: Raw -23056344.379954 + Penalty 13929.325443 = -23042415.054512
  nChanged 1
		SP:Iteration 60F (6894.840000 sec): 3 clusters
  Score: Raw -23056344.416732 + Penalty 13929.325443 = -23042415.091289
  nChanged 1
		SP:Iteration 61Q (6895.380000 sec): 3 clusters
  Score: Raw -23056344.485454 + Penalty 13929.325443 = -23042415.160012
  nChanged 0
		SP:Iteration 62F (6896.040000 sec): 3 clusters
  Score: Raw -23056344.485454 + Penalty 13929.325443 = -23042415.160012
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 5 (11348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6896.160000 sec): 2 clusters
  Score: Raw -2966294.357702 + Penalty 5718.788038 = -2960575.569664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6896.240000 sec): 3 clusters
  Score: Raw -2960795.504272 + Penalty 11437.576075 = -2949357.928197
  nChanged 4291
		SP:Iteration 1F (6896.330000 sec): 3 clusters
  Score: Raw -2963408.796982 + Penalty 11437.576075 = -2951971.220907
  nChanged 862
		SP:Iteration 2F (6896.420000 sec): 3 clusters
  Score: Raw -2964048.397708 + Penalty 11437.576075 = -2952610.821633
  nChanged 711
		SP:Iteration 3F (6896.500000 sec): 3 clusters
  Score: Raw -2964546.983731 + Penalty 11437.576075 = -2953109.407656
  nChanged 580
		SP:Iteration 4F (6896.580000 sec): 3 clusters
  Score: Raw -2964965.150125 + Penalty 11437.576075 = -2953527.574050
  nChanged 527
		SP:Iteration 5Q (6896.670000 sec): 3 clusters
  Score: Raw -2965333.167379 + Penalty 11437.576075 = -2953895.591304
  nChanged 493
		SP:Iteration 6Q (6896.760000 sec): 3 clusters
  Score: Raw -2965682.605774 + Penalty 11437.576075 = -2954245.029699
  nChanged 431
		SP:Iteration 7Q (6896.840000 sec): 3 clusters
  Score: Raw -2965984.548429 + Penalty 11437.576075 = -2954546.972354
  nChanged 401
		SP:Iteration 8Q (6896.930000 sec): 3 clusters
  Score: Raw -2966265.404682 + Penalty 11437.576075 = -2954827.828607
  nChanged 334
		SP:Iteration 9Q (6897.020000 sec): 3 clusters
  Score: Raw -2966503.944949 + Penalty 11437.576075 = -2955066.368874
  nChanged 339
		SP:Iteration 10Q (6897.100000 sec): 3 clusters
  Score: Raw -2966734.791420 + Penalty 11437.576075 = -2955297.215345
  nChanged 292
		SP:Iteration 11Q (6897.180000 sec): 3 clusters
  Score: Raw -2966948.790182 + Penalty 11437.576075 = -2955511.214107
  nChanged 271
		SP:Iteration 12Q (6897.270000 sec): 3 clusters
  Score: Raw -2967138.876394 + Penalty 11437.576075 = -2955701.300319
  nChanged 215
		SP:Iteration 13Q (6897.350000 sec): 3 clusters
  Score: Raw -2967261.637769 + Penalty 11437.576075 = -2955824.061694
  nChanged 185
		SP:Iteration 14Q (6897.430000 sec): 3 clusters
  Score: Raw -2967371.667908 + Penalty 11437.576075 = -2955934.091833
  nChanged 162
		SP:Iteration 15Q (6897.510000 sec): 3 clusters
  Score: Raw -2967471.015467 + Penalty 11437.576075 = -2956033.439392
  nChanged 150
		SP:Iteration 16Q (6897.600000 sec): 3 clusters
  Score: Raw -2967558.357230 + Penalty 11437.576075 = -2956120.781155
  nChanged 113
		SP:Iteration 17Q (6897.680000 sec): 3 clusters
  Score: Raw -2967614.776526 + Penalty 11437.576075 = -2956177.200451
  nChanged 90
		SP:Iteration 18Q (6897.760000 sec): 3 clusters
  Score: Raw -2967663.158314 + Penalty 11437.576075 = -2956225.582239
  nChanged 83
		SP:Iteration 19Q (6897.840000 sec): 3 clusters
  Score: Raw -2967704.505898 + Penalty 11437.576075 = -2956266.929823
  nChanged 88
		SP:Iteration 20F (6897.930000 sec): 3 clusters
  Score: Raw -2967741.755816 + Penalty 11437.576075 = -2956304.179741
  nChanged 74
		SP:Iteration 21Q (6898.010000 sec): 3 clusters
  Score: Raw -2967771.500349 + Penalty 11437.576075 = -2956333.924274
  nChanged 53
		SP:Iteration 22Q (6898.100000 sec): 3 clusters
  Score: Raw -2967791.368024 + Penalty 11437.576075 = -2956353.791949
  nChanged 45
		SP:Iteration 23Q (6898.180000 sec): 3 clusters
  Score: Raw -2967808.807652 + Penalty 11437.576075 = -2956371.231577
  nChanged 40
		SP:Iteration 24Q (6898.260000 sec): 3 clusters
  Score: Raw -2967823.419790 + Penalty 11437.576075 = -2956385.843715
  nChanged 33
		SP:Iteration 25Q (6898.340000 sec): 3 clusters
  Score: Raw -2967835.148161 + Penalty 11437.576075 = -2956397.572086
  nChanged 29
		SP:Iteration 26Q (6898.420000 sec): 3 clusters
  Score: Raw -2967845.422686 + Penalty 11437.576075 = -2956407.846611
  nChanged 26
		SP:Iteration 27Q (6898.510000 sec): 3 clusters
  Score: Raw -2967856.117663 + Penalty 11437.576075 = -2956418.541588
  nChanged 32
		SP:Iteration 28Q (6898.590000 sec): 3 clusters
  Score: Raw -2967867.427030 + Penalty 11437.576075 = -2956429.850955
  nChanged 33
		SP:Iteration 29Q (6898.670000 sec): 3 clusters
  Score: Raw -2967879.268076 + Penalty 11437.576075 = -2956441.692001
  nChanged 29
		SP:Iteration 30Q (6898.750000 sec): 3 clusters
  Score: Raw -2967894.166858 + Penalty 11437.576075 = -2956456.590783
  nChanged 47
		SP:Iteration 31Q (6898.830000 sec): 3 clusters
  Score: Raw -2967913.619602 + Penalty 11437.576075 = -2956476.043527
  nChanged 38
		SP:Iteration 32Q (6898.910000 sec): 3 clusters
  Score: Raw -2967928.535146 + Penalty 11437.576075 = -2956490.959071
  nChanged 39
		SP:Iteration 33Q (6899.000000 sec): 3 clusters
  Score: Raw -2967943.404287 + Penalty 11437.576075 = -2956505.828212
  nChanged 38
		SP:Iteration 34Q (6899.080000 sec): 3 clusters
  Score: Raw -2967959.122691 + Penalty 11437.576075 = -2956521.546616
  nChanged 41
		SP:Iteration 35Q (6899.160000 sec): 3 clusters
  Score: Raw -2967973.104072 + Penalty 11437.576075 = -2956535.527997
  nChanged 37
		SP:Iteration 36Q (6899.240000 sec): 3 clusters
  Score: Raw -2967986.190371 + Penalty 11437.576075 = -2956548.614296
  nChanged 38
		SP:Iteration 37Q (6899.320000 sec): 3 clusters
  Score: Raw -2968002.468140 + Penalty 11437.576075 = -2956564.892065
  nChanged 42
		SP:Iteration 38Q (6899.410000 sec): 3 clusters
  Score: Raw -2968019.658119 + Penalty 11437.576075 = -2956582.082044
  nChanged 48
		SP:Iteration 39Q (6899.480000 sec): 3 clusters
  Score: Raw -2968040.861182 + Penalty 11437.576075 = -2956603.285107
  nChanged 69
		SP:Iteration 40F (6899.570000 sec): 3 clusters
  Score: Raw -2968071.086943 + Penalty 11437.576075 = -2956633.510868
  nChanged 76
		SP:Iteration 41Q (6899.650000 sec): 3 clusters
  Score: Raw -2968110.582650 + Penalty 11437.576075 = -2956673.006575
  nChanged 85
		SP:Iteration 42Q (6899.730000 sec): 3 clusters
  Score: Raw -2968157.795301 + Penalty 11437.576075 = -2956720.219226
  nChanged 91
		SP:Iteration 43Q (6899.810000 sec): 3 clusters
  Score: Raw -2968203.674720 + Penalty 11437.576075 = -2956766.098645
  nChanged 75
		SP:Iteration 44Q (6899.890000 sec): 3 clusters
  Score: Raw -2968240.827155 + Penalty 11437.576075 = -2956803.251080
  nChanged 79
		SP:Iteration 45Q (6899.970000 sec): 3 clusters
  Score: Raw -2968276.182040 + Penalty 11437.576075 = -2956838.605965
  nChanged 66
		SP:Iteration 46Q (6900.050000 sec): 3 clusters
  Score: Raw -2968308.599485 + Penalty 11437.576075 = -2956871.023410
  nChanged 88
		SP:Iteration 47Q (6900.130000 sec): 3 clusters
  Score: Raw -2968358.422271 + Penalty 11437.576075 = -2956920.846196
  nChanged 106
		SP:Iteration 48Q (6900.210000 sec): 3 clusters
  Score: Raw -2968420.263108 + Penalty 11437.576075 = -2956982.687033
  nChanged 116
		SP:Iteration 49Q (6900.290000 sec): 3 clusters
  Score: Raw -2968494.720944 + Penalty 11437.576075 = -2957057.144869
  nChanged 136
		SP:Iteration 50Q (6900.370000 sec): 3 clusters
  Score: Raw -2968592.428254 + Penalty 11437.576075 = -2957154.852179
  nChanged 140
		SP:Iteration 51Q (6900.450000 sec): 3 clusters
  Score: Raw -2968691.449313 + Penalty 11437.576075 = -2957253.873238
  nChanged 135
		SP:Iteration 52Q (6900.520000 sec): 3 clusters
  Score: Raw -2968775.649214 + Penalty 11437.576075 = -2957338.073139
  nChanged 105
		SP:Iteration 53Q (6900.600000 sec): 3 clusters
  Score: Raw -2968839.862037 + Penalty 11437.576075 = -2957402.285962
  nChanged 93
		SP:Iteration 54Q (6900.680000 sec): 3 clusters
  Score: Raw -2968895.586538 + Penalty 11437.576075 = -2957458.010463
  nChanged 80
		SP:Iteration 55Q (6900.750000 sec): 3 clusters
  Score: Raw -2968938.053175 + Penalty 11437.576075 = -2957500.477100
  nChanged 74
		SP:Iteration 56Q (6900.830000 sec): 3 clusters
  Score: Raw -2968976.656468 + Penalty 11437.576075 = -2957539.080393
  nChanged 50
		SP:Iteration 57Q (6900.900000 sec): 3 clusters
  Score: Raw -2968999.128397 + Penalty 11437.576075 = -2957561.552322
  nChanged 56
		SP:Iteration 58Q (6900.980000 sec): 3 clusters
  Score: Raw -2969022.178477 + Penalty 11437.576075 = -2957584.602402
  nChanged 52
		SP:Iteration 59Q (6901.050000 sec): 3 clusters
  Score: Raw -2969044.781976 + Penalty 11437.576075 = -2957607.205901
  nChanged 41
		SP:Iteration 60F (6901.140000 sec): 3 clusters
  Score: Raw -2969058.407611 + Penalty 11437.576075 = -2957620.831536
  nChanged 27
		SP:Iteration 61Q (6901.210000 sec): 3 clusters
  Score: Raw -2969067.979260 + Penalty 11437.576075 = -2957630.403185
  nChanged 20
		SP:Iteration 62Q (6901.290000 sec): 3 clusters
  Score: Raw -2969074.708793 + Penalty 11437.576075 = -2957637.132718
  nChanged 17
		SP:Iteration 63Q (6901.360000 sec): 3 clusters
  Score: Raw -2969079.425892 + Penalty 11437.576075 = -2957641.849817
  nChanged 12
		SP:Iteration 64Q (6901.440000 sec): 3 clusters
  Score: Raw -2969082.938764 + Penalty 11437.576075 = -2957645.362689
  nChanged 8
		SP:Iteration 65Q (6901.510000 sec): 3 clusters
  Score: Raw -2969085.163882 + Penalty 11437.576075 = -2957647.587807
  nChanged 5
		SP:Iteration 66Q (6901.590000 sec): 3 clusters
  Score: Raw -2969086.543172 + Penalty 11437.576075 = -2957648.967097
  nChanged 1
		SP:Iteration 67Q (6901.660000 sec): 3 clusters
  Score: Raw -2969086.772723 + Penalty 11437.576075 = -2957649.196648
  nChanged 1
		SP:Iteration 68Q (6901.740000 sec): 3 clusters
  Score: Raw -2969086.996185 + Penalty 11437.576075 = -2957649.420110
  nChanged 0
		SP:Iteration 69F (6901.820000 sec): 3 clusters
  Score: Raw -2969086.996185 + Penalty 11437.576075 = -2957649.420110
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 6 (36963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6902.060000 sec): 2 clusters
  Score: Raw -9853845.706701 + Penalty 6442.074523 = -9847403.632177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6902.340000 sec): 3 clusters
  Score: Raw -9833006.915952 + Penalty 12884.149047 = -9820122.766905
  nChanged 15844
		SP:Iteration 1F (6902.620000 sec): 3 clusters
  Score: Raw -9841495.422253 + Penalty 12884.149047 = -9828611.273207
  nChanged 2150
		SP:Iteration 2F (6902.900000 sec): 3 clusters
  Score: Raw -9842358.579087 + Penalty 12884.149047 = -9829474.430040
  nChanged 1780
		SP:Iteration 3Q (6903.180000 sec): 3 clusters
  Score: Raw -9843008.884444 + Penalty 12884.149047 = -9830124.735397
  nChanged 1480
		SP:Iteration 4Q (6903.470000 sec): 3 clusters
  Score: Raw -9843539.055039 + Penalty 12884.149047 = -9830654.905993
  nChanged 1306
		SP:Iteration 5Q (6903.750000 sec): 3 clusters
  Score: Raw -9844012.049084 + Penalty 12884.149047 = -9831127.900038
  nChanged 1294
		SP:Iteration 6Q (6904.030000 sec): 3 clusters
  Score: Raw -9844519.786868 + Penalty 12884.149047 = -9831635.637821
  nChanged 1361
		SP:Iteration 7Q (6904.310000 sec): 3 clusters
  Score: Raw -9845110.374376 + Penalty 12884.149047 = -9832226.225329
  nChanged 1499
		SP:Iteration 8Q (6904.590000 sec): 3 clusters
  Score: Raw -9845825.892799 + Penalty 12884.149047 = -9832941.743752
  nChanged 1636
		SP:Iteration 9Q (6904.880000 sec): 3 clusters
  Score: Raw -9846732.166522 + Penalty 12884.149047 = -9833848.017475
  nChanged 1849
		SP:Iteration 10F (6905.160000 sec): 3 clusters
  Score: Raw -9847903.044980 + Penalty 12884.149047 = -9835018.895934
  nChanged 1952
		SP:Iteration 11F (6905.440000 sec): 3 clusters
  Score: Raw -9849325.944942 + Penalty 12884.149047 = -9836441.795896
  nChanged 1932
		SP:Iteration 12F (6905.710000 sec): 3 clusters
  Score: Raw -9850819.507129 + Penalty 12884.149047 = -9837935.358082
  nChanged 1638
		SP:Iteration 13Q (6905.990000 sec): 3 clusters
  Score: Raw -9852160.547553 + Penalty 12884.149047 = -9839276.398507
  nChanged 1297
		SP:Iteration 14Q (6906.270000 sec): 3 clusters
  Score: Raw -9853284.773216 + Penalty 12884.149047 = -9840400.624169
  nChanged 944
		SP:Iteration 15Q (6906.540000 sec): 3 clusters
  Score: Raw -9854152.054053 + Penalty 12884.149047 = -9841267.905006
  nChanged 625
		SP:Iteration 16Q (6906.790000 sec): 3 clusters
  Score: Raw -9854761.192895 + Penalty 12884.149047 = -9841877.043848
  nChanged 412
		SP:Iteration 17Q (6907.040000 sec): 3 clusters
  Score: Raw -9855202.684016 + Penalty 12884.149047 = -9842318.534970
  nChanged 288
		SP:Iteration 18Q (6907.260000 sec): 3 clusters
  Score: Raw -9855476.061128 + Penalty 12884.149047 = -9842591.912081
  nChanged 172
		SP:Iteration 19Q (6907.480000 sec): 3 clusters
  Score: Raw -9855616.428491 + Penalty 12884.149047 = -9842732.279444
  nChanged 137
		SP:Iteration 20F (6907.760000 sec): 3 clusters
  Score: Raw -9855718.436306 + Penalty 12884.149047 = -9842834.287260
  nChanged 98
		SP:Iteration 21Q (6907.980000 sec): 3 clusters
  Score: Raw -9855786.434534 + Penalty 12884.149047 = -9842902.285487
  nChanged 68
		SP:Iteration 22Q (6908.190000 sec): 3 clusters
  Score: Raw -9855826.391050 + Penalty 12884.149047 = -9842942.242003
  nChanged 42
		SP:Iteration 23Q (6908.390000 sec): 3 clusters
  Score: Raw -9855855.910089 + Penalty 12884.149047 = -9842971.761042
  nChanged 34
		SP:Iteration 24Q (6908.600000 sec): 3 clusters
  Score: Raw -9855875.808236 + Penalty 12884.149047 = -9842991.659189
  nChanged 23
		SP:Iteration 25Q (6908.810000 sec): 3 clusters
  Score: Raw -9855887.381223 + Penalty 12884.149047 = -9843003.232176
  nChanged 18
		SP:Iteration 26Q (6909.020000 sec): 3 clusters
  Score: Raw -9855899.953556 + Penalty 12884.149047 = -9843015.804509
  nChanged 17
		SP:Iteration 27Q (6909.220000 sec): 3 clusters
  Score: Raw -9855910.401174 + Penalty 12884.149047 = -9843026.252127
  nChanged 12
		SP:Iteration 28Q (6909.430000 sec): 3 clusters
  Score: Raw -9855916.837228 + Penalty 12884.149047 = -9843032.688181
  nChanged 10
		SP:Iteration 29Q (6909.640000 sec): 3 clusters
  Score: Raw -9855922.103994 + Penalty 12884.149047 = -9843037.954947
  nChanged 7
		SP:Iteration 30Q (6909.850000 sec): 3 clusters
  Score: Raw -9855925.951920 + Penalty 12884.149047 = -9843041.802873
  nChanged 6
		SP:Iteration 31Q (6910.050000 sec): 3 clusters
  Score: Raw -9855929.174586 + Penalty 12884.149047 = -9843045.025539
  nChanged 4
		SP:Iteration 32Q (6910.260000 sec): 3 clusters
  Score: Raw -9855931.386619 + Penalty 12884.149047 = -9843047.237572
  nChanged 3
		SP:Iteration 33Q (6910.470000 sec): 3 clusters
  Score: Raw -9855933.558253 + Penalty 12884.149047 = -9843049.409206
  nChanged 3
		SP:Iteration 34Q (6910.670000 sec): 3 clusters
  Score: Raw -9855935.483601 + Penalty 12884.149047 = -9843051.334554
  nChanged 3
		SP:Iteration 35Q (6910.880000 sec): 3 clusters
  Score: Raw -9855936.898850 + Penalty 12884.149047 = -9843052.749803
  nChanged 3
		SP:Iteration 36Q (6911.080000 sec): 3 clusters
  Score: Raw -9855938.684788 + Penalty 12884.149047 = -9843054.535742
  nChanged 4
		SP:Iteration 37Q (6911.290000 sec): 3 clusters
  Score: Raw -9855940.750491 + Penalty 12884.149047 = -9843056.601445
  nChanged 1
		SP:Iteration 38Q (6911.490000 sec): 3 clusters
  Score: Raw -9855941.371981 + Penalty 12884.149047 = -9843057.222934
  nChanged 1
		SP:Iteration 39Q (6911.690000 sec): 3 clusters
  Score: Raw -9855942.450575 + Penalty 12884.149047 = -9843058.301529
  nChanged 1
		SP:Iteration 40F (6911.980000 sec): 3 clusters
  Score: Raw -9855942.703630 + Penalty 12884.149047 = -9843058.554583
  nChanged 1
		SP:Iteration 41Q (6912.180000 sec): 3 clusters
  Score: Raw -9855943.230218 + Penalty 12884.149047 = -9843059.081171
  nChanged 0
		SP:Iteration 42F (6912.470000 sec): 3 clusters
  Score: Raw -9855943.230218 + Penalty 12884.149047 = -9843059.081171
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 7 (20721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6912.600000 sec): 2 clusters
  Score: Raw -5298114.109653 + Penalty 6087.578062 = -5292026.531591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6912.760000 sec): 3 clusters
  Score: Raw -5287285.597120 + Penalty 12175.156123 = -5275110.440997
  nChanged 8295
		SP:Iteration 1F (6912.910000 sec): 3 clusters
  Score: Raw -5292137.414914 + Penalty 12175.156123 = -5279962.258791
  nChanged 1617
		SP:Iteration 2F (6913.070000 sec): 3 clusters
  Score: Raw -5293452.028461 + Penalty 12175.156123 = -5281276.872338
  nChanged 1565
		SP:Iteration 3F (6913.230000 sec): 3 clusters
  Score: Raw -5294838.875193 + Penalty 12175.156123 = -5282663.719070
  nChanged 1460
		SP:Iteration 4F (6913.380000 sec): 3 clusters
  Score: Raw -5296204.920727 + Penalty 12175.156123 = -5284029.764603
  nChanged 1380
		SP:Iteration 5F (6913.530000 sec): 3 clusters
  Score: Raw -5297560.936849 + Penalty 12175.156123 = -5285385.780725
  nChanged 1353
		SP:Iteration 6F (6913.690000 sec): 3 clusters
  Score: Raw -5298911.345083 + Penalty 12175.156123 = -5286736.188960
  nChanged 1265
		SP:Iteration 7F (6913.840000 sec): 3 clusters
  Score: Raw -5299984.856907 + Penalty 12175.156123 = -5287809.700784
  nChanged 989
		SP:Iteration 8Q (6913.990000 sec): 3 clusters
  Score: Raw -5300642.766183 + Penalty 12175.156123 = -5288467.610060
  nChanged 757
		SP:Iteration 9Q (6914.140000 sec): 3 clusters
  Score: Raw -5301073.865156 + Penalty 12175.156123 = -5288898.709033
  nChanged 564
		SP:Iteration 10Q (6914.290000 sec): 3 clusters
  Score: Raw -5301368.869936 + Penalty 12175.156123 = -5289193.713813
  nChanged 482
		SP:Iteration 11Q (6914.440000 sec): 3 clusters
  Score: Raw -5301603.831922 + Penalty 12175.156123 = -5289428.675799
  nChanged 378
		SP:Iteration 12Q (6914.580000 sec): 3 clusters
  Score: Raw -5301784.363176 + Penalty 12175.156123 = -5289609.207053
  nChanged 293
		SP:Iteration 13Q (6914.730000 sec): 3 clusters
  Score: Raw -5301951.758088 + Penalty 12175.156123 = -5289776.601965
  nChanged 303
		SP:Iteration 14Q (6914.880000 sec): 3 clusters
  Score: Raw -5302115.159882 + Penalty 12175.156123 = -5289940.003759
  nChanged 315
		SP:Iteration 15Q (6915.020000 sec): 3 clusters
  Score: Raw -5302270.220499 + Penalty 12175.156123 = -5290095.064376
  nChanged 286
		SP:Iteration 16Q (6915.170000 sec): 3 clusters
  Score: Raw -5302403.925401 + Penalty 12175.156123 = -5290228.769278
  nChanged 286
		SP:Iteration 17Q (6915.310000 sec): 3 clusters
  Score: Raw -5302537.917330 + Penalty 12175.156123 = -5290362.761207
  nChanged 257
		SP:Iteration 18Q (6915.460000 sec): 3 clusters
  Score: Raw -5302643.008079 + Penalty 12175.156123 = -5290467.851956
  nChanged 256
		SP:Iteration 19Q (6915.610000 sec): 3 clusters
  Score: Raw -5302759.108760 + Penalty 12175.156123 = -5290583.952636
  nChanged 241
		SP:Iteration 20F (6915.760000 sec): 3 clusters
  Score: Raw -5302893.440623 + Penalty 12175.156123 = -5290718.284500
  nChanged 257
		SP:Iteration 21Q (6915.910000 sec): 3 clusters
  Score: Raw -5303032.390135 + Penalty 12175.156123 = -5290857.234011
  nChanged 280
		SP:Iteration 22Q (6916.050000 sec): 3 clusters
  Score: Raw -5303204.528684 + Penalty 12175.156123 = -5291029.372561
  nChanged 295
		SP:Iteration 23Q (6916.190000 sec): 3 clusters
  Score: Raw -5303427.837678 + Penalty 12175.156123 = -5291252.681555
  nChanged 334
		SP:Iteration 24Q (6916.340000 sec): 3 clusters
  Score: Raw -5303760.715296 + Penalty 12175.156123 = -5291585.559172
  nChanged 371
		SP:Iteration 25Q (6916.480000 sec): 3 clusters
  Score: Raw -5304157.355452 + Penalty 12175.156123 = -5291982.199329
  nChanged 304
		SP:Iteration 26Q (6916.620000 sec): 3 clusters
  Score: Raw -5304393.600402 + Penalty 12175.156123 = -5292218.444279
  nChanged 220
		SP:Iteration 27Q (6916.760000 sec): 3 clusters
  Score: Raw -5304503.389764 + Penalty 12175.156123 = -5292328.233641
  nChanged 162
		SP:Iteration 28Q (6916.900000 sec): 3 clusters
  Score: Raw -5304560.975547 + Penalty 12175.156123 = -5292385.819424
  nChanged 95
		SP:Iteration 29Q (6917.040000 sec): 3 clusters
  Score: Raw -5304591.036486 + Penalty 12175.156123 = -5292415.880362
  nChanged 72
		SP:Iteration 30Q (6917.180000 sec): 3 clusters
  Score: Raw -5304612.098271 + Penalty 12175.156123 = -5292436.942148
  nChanged 52
		SP:Iteration 31Q (6917.320000 sec): 3 clusters
  Score: Raw -5304626.086777 + Penalty 12175.156123 = -5292450.930654
  nChanged 44
		SP:Iteration 32Q (6917.460000 sec): 3 clusters
  Score: Raw -5304638.308964 + Penalty 12175.156123 = -5292463.152840
  nChanged 34
		SP:Iteration 33Q (6917.600000 sec): 3 clusters
  Score: Raw -5304646.783099 + Penalty 12175.156123 = -5292471.626975
  nChanged 24
		SP:Iteration 34Q (6917.730000 sec): 3 clusters
  Score: Raw -5304651.941687 + Penalty 12175.156123 = -5292476.785564
  nChanged 20
		SP:Iteration 35Q (6917.870000 sec): 3 clusters
  Score: Raw -5304655.896237 + Penalty 12175.156123 = -5292480.740113
  nChanged 12
		SP:Iteration 36Q (6918.010000 sec): 3 clusters
  Score: Raw -5304659.016137 + Penalty 12175.156123 = -5292483.860014
  nChanged 14
		SP:Iteration 37Q (6918.150000 sec): 3 clusters
  Score: Raw -5304662.173473 + Penalty 12175.156123 = -5292487.017349
  nChanged 12
		SP:Iteration 38Q (6918.290000 sec): 3 clusters
  Score: Raw -5304664.336418 + Penalty 12175.156123 = -5292489.180294
  nChanged 9
		SP:Iteration 39Q (6918.420000 sec): 3 clusters
  Score: Raw -5304666.029688 + Penalty 12175.156123 = -5292490.873565
  nChanged 6
		SP:Iteration 40F (6918.580000 sec): 3 clusters
  Score: Raw -5304667.649918 + Penalty 12175.156123 = -5292492.493795
  nChanged 2
		SP:Iteration 41Q (6918.720000 sec): 3 clusters
  Score: Raw -5304667.996670 + Penalty 12175.156123 = -5292492.840547
  nChanged 2
		SP:Iteration 42Q (6918.850000 sec): 3 clusters
  Score: Raw -5304668.377089 + Penalty 12175.156123 = -5292493.220966
  nChanged 2
		SP:Iteration 43Q (6918.990000 sec): 3 clusters
  Score: Raw -5304668.843023 + Penalty 12175.156123 = -5292493.686900
  nChanged 0
		SP:Iteration 44F (6919.150000 sec): 3 clusters
  Score: Raw -5304668.843023 + Penalty 12175.156123 = -5292493.686900
  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 23.66 GB.

 Trying to split cluster 8 (1622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6919.180000 sec): 2 clusters
  Score: Raw -416910.341731 + Penalty 4527.241831 = -412383.099900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6919.190000 sec): 3 clusters
  Score: Raw -417059.737609 + Penalty 9054.483662 = -408005.253947
  nChanged 400
		SP:Iteration 1F (6919.200000 sec): 3 clusters
  Score: Raw -418101.875939 + Penalty 9054.483662 = -409047.392277
  nChanged 177
		SP:Iteration 2F (6919.220000 sec): 3 clusters
  Score: Raw -418860.556213 + Penalty 9054.483662 = -409806.072550
  nChanged 125
		SP:Iteration 3F (6919.230000 sec): 3 clusters
  Score: Raw -419481.162598 + Penalty 9054.483662 = -410426.678936
  nChanged 97
		SP:Iteration 4F (6919.240000 sec): 3 clusters
  Score: Raw -419892.786018 + Penalty 9054.483662 = -410838.302355
  nChanged 62
		SP:Iteration 5Q (6919.250000 sec): 3 clusters
  Score: Raw -420232.811852 + Penalty 9054.483662 = -411178.328189
  nChanged 59
		SP:Iteration 6Q (6919.260000 sec): 3 clusters
  Score: Raw -420537.510301 + Penalty 9054.483662 = -411483.026638
  nChanged 33
		SP:Iteration 7Q (6919.270000 sec): 3 clusters
  Score: Raw -420698.601650 + Penalty 9054.483662 = -411644.117988
  nChanged 21
		SP:Iteration 8Q (6919.280000 sec): 3 clusters
  Score: Raw -420773.132676 + Penalty 9054.483662 = -411718.649013
  nChanged 15
		SP:Iteration 9Q (6919.290000 sec): 3 clusters
  Score: Raw -420831.016393 + Penalty 9054.483662 = -411776.532731
  nChanged 11
		SP:Iteration 10Q (6919.290000 sec): 3 clusters
  Score: Raw -420869.422618 + Penalty 9054.483662 = -411814.938955
  nChanged 5
		SP:Iteration 11Q (6919.300000 sec): 3 clusters
  Score: Raw -420895.368859 + Penalty 9054.483662 = -411840.885197
  nChanged 2
		SP:Iteration 12Q (6919.310000 sec): 3 clusters
  Score: Raw -420900.572853 + Penalty 9054.483662 = -411846.089190
  nChanged 1
		SP:Iteration 13Q (6919.320000 sec): 3 clusters
  Score: Raw -420903.002786 + Penalty 9054.483662 = -411848.519123
  nChanged 1
		SP:Iteration 14Q (6919.330000 sec): 3 clusters
  Score: Raw -420905.464898 + Penalty 9054.483662 = -411850.981236
  nChanged 0
		SP:Iteration 15F (6919.340000 sec): 3 clusters
  Score: Raw -420905.464898 + Penalty 9054.483662 = -411850.981236
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 9 (3592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6919.370000 sec): 2 clusters
  Score: Raw -882889.225007 + Penalty 5014.209463 = -877875.015544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6919.390000 sec): 3 clusters
  Score: Raw -881834.747614 + Penalty 10028.418926 = -871806.328688
  nChanged 1095
		SP:Iteration 1F (6919.420000 sec): 3 clusters
  Score: Raw -882928.296103 + Penalty 10028.418926 = -872899.877177
  nChanged 310
		SP:Iteration 2F (6919.450000 sec): 3 clusters
  Score: Raw -883400.127937 + Penalty 10028.418926 = -873371.709011
  nChanged 202
		SP:Iteration 3F (6919.470000 sec): 3 clusters
  Score: Raw -883740.604056 + Penalty 10028.418926 = -873712.185130
  nChanged 154
		SP:Iteration 4Q (6919.500000 sec): 3 clusters
  Score: Raw -883993.366164 + Penalty 10028.418926 = -873964.947238
  nChanged 141
		SP:Iteration 5Q (6919.530000 sec): 3 clusters
  Score: Raw -884210.599020 + Penalty 10028.418926 = -874182.180094
  nChanged 122
		SP:Iteration 6Q (6919.550000 sec): 3 clusters
  Score: Raw -884392.406789 + Penalty 10028.418926 = -874363.987863
  nChanged 121
		SP:Iteration 7Q (6919.580000 sec): 3 clusters
  Score: Raw -884555.037717 + Penalty 10028.418926 = -874526.618790
  nChanged 105
		SP:Iteration 8Q (6919.600000 sec): 3 clusters
  Score: Raw -884701.205870 + Penalty 10028.418926 = -874672.786944
  nChanged 80
		SP:Iteration 9Q (6919.630000 sec): 3 clusters
  Score: Raw -884804.324686 + Penalty 10028.418926 = -874775.905760
  nChanged 69
		SP:Iteration 10Q (6919.650000 sec): 3 clusters
  Score: Raw -884884.677799 + Penalty 10028.418926 = -874856.258873
  nChanged 63
		SP:Iteration 11Q (6919.670000 sec): 3 clusters
  Score: Raw -884956.125285 + Penalty 10028.418926 = -874927.706359
  nChanged 62
		SP:Iteration 12Q (6919.700000 sec): 3 clusters
  Score: Raw -885028.179171 + Penalty 10028.418926 = -874999.760245
  nChanged 42
		SP:Iteration 13Q (6919.720000 sec): 3 clusters
  Score: Raw -885069.462890 + Penalty 10028.418926 = -875041.043964
  nChanged 36
		SP:Iteration 14Q (6919.750000 sec): 3 clusters
  Score: Raw -885115.093338 + Penalty 10028.418926 = -875086.674412
  nChanged 35
		SP:Iteration 15Q (6919.770000 sec): 3 clusters
  Score: Raw -885149.776327 + Penalty 10028.418926 = -875121.357401
  nChanged 19
		SP:Iteration 16Q (6919.790000 sec): 3 clusters
  Score: Raw -885168.110906 + Penalty 10028.418926 = -875139.691980
  nChanged 17
		SP:Iteration 17Q (6919.820000 sec): 3 clusters
  Score: Raw -885182.927343 + Penalty 10028.418926 = -875154.508417
  nChanged 10
		SP:Iteration 18Q (6919.840000 sec): 3 clusters
  Score: Raw -885193.044140 + Penalty 10028.418926 = -875164.625214
  nChanged 12
		SP:Iteration 19Q (6919.870000 sec): 3 clusters
  Score: Raw -885201.917574 + Penalty 10028.418926 = -875173.498648
  nChanged 11
		SP:Iteration 20F (6919.890000 sec): 3 clusters
  Score: Raw -885212.363894 + Penalty 10028.418926 = -875183.944968
  nChanged 11
		SP:Iteration 21Q (6919.920000 sec): 3 clusters
  Score: Raw -885225.429143 + Penalty 10028.418926 = -875197.010217
  nChanged 12
		SP:Iteration 22Q (6919.940000 sec): 3 clusters
  Score: Raw -885237.560259 + Penalty 10028.418926 = -875209.141333
  nChanged 5
		SP:Iteration 23Q (6919.970000 sec): 3 clusters
  Score: Raw -885241.365724 + Penalty 10028.418926 = -875212.946798
  nChanged 5
		SP:Iteration 24Q (6919.990000 sec): 3 clusters
  Score: Raw -885246.260950 + Penalty 10028.418926 = -875217.842024
  nChanged 5
		SP:Iteration 25Q (6920.010000 sec): 3 clusters
  Score: Raw -885251.782300 + Penalty 10028.418926 = -875223.363374
  nChanged 2
		SP:Iteration 26Q (6920.040000 sec): 3 clusters
  Score: Raw -885253.902556 + Penalty 10028.418926 = -875225.483630
  nChanged 0
		SP:Iteration 27F (6920.060000 sec): 3 clusters
  Score: Raw -885253.902556 + Penalty 10028.418926 = -875225.483630
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 10 (71919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6920.530000 sec): 2 clusters
  Score: Raw -19246657.759069 + Penalty 6849.768656 = -19239807.990413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6921.080000 sec): 3 clusters
  Score: Raw -19203757.973207 + Penalty 13699.537312 = -19190058.435895
  nChanged 32280
		SP:Iteration 1F (6921.630000 sec): 3 clusters
  Score: Raw -19221533.056449 + Penalty 13699.537312 = -19207833.519137
  nChanged 3463
		SP:Iteration 2Q (6922.170000 sec): 3 clusters
  Score: Raw -19222740.164404 + Penalty 13699.537312 = -19209040.627092
  nChanged 3202
		SP:Iteration 3Q (6922.730000 sec): 3 clusters
  Score: Raw -19223896.725117 + Penalty 13699.537312 = -19210197.187805
  nChanged 3025
		SP:Iteration 4Q (6923.270000 sec): 3 clusters
  Score: Raw -19225025.045260 + Penalty 13699.537312 = -19211325.507948
  nChanged 3102
		SP:Iteration 5Q (6923.830000 sec): 3 clusters
  Score: Raw -19226333.657652 + Penalty 13699.537312 = -19212634.120340
  nChanged 3289
		SP:Iteration 6Q (6924.370000 sec): 3 clusters
  Score: Raw -19227951.124564 + Penalty 13699.537312 = -19214251.587252
  nChanged 3741
		SP:Iteration 7F (6924.920000 sec): 3 clusters
  Score: Raw -19230044.285148 + Penalty 13699.537312 = -19216344.747836
  nChanged 4067
		SP:Iteration 8F (6925.470000 sec): 3 clusters
  Score: Raw -19232469.086537 + Penalty 13699.537312 = -19218769.549225
  nChanged 3986
		SP:Iteration 9F (6926.010000 sec): 3 clusters
  Score: Raw -19234734.690415 + Penalty 13699.537312 = -19221035.153103
  nChanged 3616
		SP:Iteration 10F (6926.560000 sec): 3 clusters
  Score: Raw -19236626.931629 + Penalty 13699.537312 = -19222927.394318
  nChanged 3079
		SP:Iteration 11Q (6927.100000 sec): 3 clusters
  Score: Raw -19238130.322544 + Penalty 13699.537312 = -19224430.785232
  nChanged 2603
		SP:Iteration 12Q (6927.650000 sec): 3 clusters
  Score: Raw -19239361.209498 + Penalty 13699.537312 = -19225661.672186
  nChanged 2176
		SP:Iteration 13Q (6928.190000 sec): 3 clusters
  Score: Raw -19240346.587155 + Penalty 13699.537312 = -19226647.049843
  nChanged 1853
		SP:Iteration 14Q (6928.730000 sec): 3 clusters
  Score: Raw -19241244.970012 + Penalty 13699.537312 = -19227545.432700
  nChanged 1707
		SP:Iteration 15Q (6929.270000 sec): 3 clusters
  Score: Raw -19242192.742309 + Penalty 13699.537312 = -19228493.204998
  nChanged 1618
		SP:Iteration 16Q (6929.800000 sec): 3 clusters
  Score: Raw -19243177.459093 + Penalty 13699.537312 = -19229477.921781
  nChanged 1553
		SP:Iteration 17Q (6930.320000 sec): 3 clusters
  Score: Raw -19244117.215114 + Penalty 13699.537312 = -19230417.677802
  nChanged 1397
		SP:Iteration 18Q (6930.830000 sec): 3 clusters
  Score: Raw -19244936.194051 + Penalty 13699.537312 = -19231236.656739
  nChanged 1229
		SP:Iteration 19Q (6931.320000 sec): 3 clusters
  Score: Raw -19245594.262093 + Penalty 13699.537312 = -19231894.724781
  nChanged 1016
		SP:Iteration 20F (6931.870000 sec): 3 clusters
  Score: Raw -19246079.197243 + Penalty 13699.537312 = -19232379.659932
  nChanged 874
		SP:Iteration 21Q (6932.340000 sec): 3 clusters
  Score: Raw -19246472.609436 + Penalty 13699.537312 = -19232773.072124
  nChanged 767
		SP:Iteration 22Q (6932.810000 sec): 3 clusters
  Score: Raw -19246808.436051 + Penalty 13699.537312 = -19233108.898739
  nChanged 713
		SP:Iteration 23Q (6933.270000 sec): 3 clusters
  Score: Raw -19247101.515127 + Penalty 13699.537312 = -19233401.977815
  nChanged 601
		SP:Iteration 24Q (6933.730000 sec): 3 clusters
  Score: Raw -19247324.857505 + Penalty 13699.537312 = -19233625.320193
  nChanged 533
		SP:Iteration 25Q (6934.180000 sec): 3 clusters
  Score: Raw -19247505.853189 + Penalty 13699.537312 = -19233806.315877
  nChanged 457
		SP:Iteration 26Q (6934.620000 sec): 3 clusters
  Score: Raw -19247652.458974 + Penalty 13699.537312 = -19233952.921663
  nChanged 413
		SP:Iteration 27Q (6935.070000 sec): 3 clusters
  Score: Raw -19247781.023216 + Penalty 13699.537312 = -19234081.485905
  nChanged 375
		SP:Iteration 28Q (6935.510000 sec): 3 clusters
  Score: Raw -19247896.620178 + Penalty 13699.537312 = -19234197.082867
  nChanged 365
		SP:Iteration 29Q (6935.940000 sec): 3 clusters
  Score: Raw -19248013.282984 + Penalty 13699.537312 = -19234313.745673
  nChanged 356
		SP:Iteration 30Q (6936.370000 sec): 3 clusters
  Score: Raw -19248122.136160 + Penalty 13699.537312 = -19234422.598848
  nChanged 320
		SP:Iteration 31Q (6936.810000 sec): 3 clusters
  Score: Raw -19248215.950327 + Penalty 13699.537312 = -19234516.413015
  nChanged 305
		SP:Iteration 32Q (6937.230000 sec): 3 clusters
  Score: Raw -19248302.256135 + Penalty 13699.537312 = -19234602.718824
  nChanged 276
		SP:Iteration 33Q (6937.660000 sec): 3 clusters
  Score: Raw -19248381.339792 + Penalty 13699.537312 = -19234681.802481
  nChanged 237
		SP:Iteration 34Q (6938.080000 sec): 3 clusters
  Score: Raw -19248446.967179 + Penalty 13699.537312 = -19234747.429867
  nChanged 206
		SP:Iteration 35Q (6938.510000 sec): 3 clusters
  Score: Raw -19248503.701824 + Penalty 13699.537312 = -19234804.164512
  nChanged 176
		SP:Iteration 36Q (6938.930000 sec): 3 clusters
  Score: Raw -19248548.231881 + Penalty 13699.537312 = -19234848.694569
  nChanged 161
		SP:Iteration 37Q (6939.350000 sec): 3 clusters
  Score: Raw -19248592.916135 + Penalty 13699.537312 = -19234893.378824
  nChanged 144
		SP:Iteration 38Q (6939.770000 sec): 3 clusters
  Score: Raw -19248633.844781 + Penalty 13699.537312 = -19234934.307469
  nChanged 143
		SP:Iteration 39Q (6940.190000 sec): 3 clusters
  Score: Raw -19248673.129943 + Penalty 13699.537312 = -19234973.592632
  nChanged 143
		SP:Iteration 40F (6940.730000 sec): 3 clusters
  Score: Raw -19248712.238368 + Penalty 13699.537312 = -19235012.701056
  nChanged 144
		SP:Iteration 41Q (6941.150000 sec): 3 clusters
  Score: Raw -19248754.738168 + Penalty 13699.537312 = -19235055.200856
  nChanged 150
		SP:Iteration 42Q (6941.560000 sec): 3 clusters
  Score: Raw -19248801.540666 + Penalty 13699.537312 = -19235102.003354
  nChanged 157
		SP:Iteration 43Q (6941.980000 sec): 3 clusters
  Score: Raw -19248856.953821 + Penalty 13699.537312 = -19235157.416509
  nChanged 143
		SP:Iteration 44Q (6942.400000 sec): 3 clusters
  Score: Raw -19248906.411755 + Penalty 13699.537312 = -19235206.874444
  nChanged 146
		SP:Iteration 45Q (6942.810000 sec): 3 clusters
  Score: Raw -19248951.709959 + Penalty 13699.537312 = -19235252.172647
  nChanged 131
		SP:Iteration 46Q (6943.230000 sec): 3 clusters
  Score: Raw -19248990.842941 + Penalty 13699.537312 = -19235291.305629
  nChanged 105
		SP:Iteration 47Q (6943.640000 sec): 3 clusters
  Score: Raw -19249017.533545 + Penalty 13699.537312 = -19235317.996233
  nChanged 89
		SP:Iteration 48Q (6944.060000 sec): 3 clusters
  Score: Raw -19249041.788892 + Penalty 13699.537312 = -19235342.251580
  nChanged 87
		SP:Iteration 49Q (6944.460000 sec): 3 clusters
  Score: Raw -19249066.576266 + Penalty 13699.537312 = -19235367.038955
  nChanged 84
		SP:Iteration 50Q (6944.880000 sec): 3 clusters
  Score: Raw -19249091.600029 + Penalty 13699.537312 = -19235392.062717
  nChanged 62
		SP:Iteration 51Q (6945.290000 sec): 3 clusters
  Score: Raw -19249107.196369 + Penalty 13699.537312 = -19235407.659058
  nChanged 62
		SP:Iteration 52Q (6945.710000 sec): 3 clusters
  Score: Raw -19249123.407255 + Penalty 13699.537312 = -19235423.869943
  nChanged 54
		SP:Iteration 53Q (6946.110000 sec): 3 clusters
  Score: Raw -19249137.507143 + Penalty 13699.537312 = -19235437.969831
  nChanged 55
		SP:Iteration 54Q (6946.520000 sec): 3 clusters
  Score: Raw -19249151.102208 + Penalty 13699.537312 = -19235451.564896
  nChanged 40
		SP:Iteration 55Q (6946.930000 sec): 3 clusters
  Score: Raw -19249160.493982 + Penalty 13699.537312 = -19235460.956670
  nChanged 32
		SP:Iteration 56Q (6947.340000 sec): 3 clusters
  Score: Raw -19249168.842578 + Penalty 13699.537312 = -19235469.305267
  nChanged 36
		SP:Iteration 57Q (6947.750000 sec): 3 clusters
  Score: Raw -19249177.508843 + Penalty 13699.537312 = -19235477.971531
  nChanged 32
		SP:Iteration 58Q (6948.160000 sec): 3 clusters
  Score: Raw -19249183.965320 + Penalty 13699.537312 = -19235484.428008
  nChanged 28
		SP:Iteration 59Q (6948.560000 sec): 3 clusters
  Score: Raw -19249190.127878 + Penalty 13699.537312 = -19235490.590566
  nChanged 25
		SP:Iteration 60F (6949.120000 sec): 3 clusters
  Score: Raw -19249195.276811 + Penalty 13699.537312 = -19235495.739499
  nChanged 27
		SP:Iteration 61Q (6949.530000 sec): 3 clusters
  Score: Raw -19249201.988039 + Penalty 13699.537312 = -19235502.450728
  nChanged 21
		SP:Iteration 62Q (6949.940000 sec): 3 clusters
  Score: Raw -19249206.981800 + Penalty 13699.537312 = -19235507.444488
  nChanged 22
		SP:Iteration 63Q (6950.340000 sec): 3 clusters
  Score: Raw -19249212.785815 + Penalty 13699.537312 = -19235513.248503
  nChanged 18
		SP:Iteration 64Q (6950.750000 sec): 3 clusters
  Score: Raw -19249218.165640 + Penalty 13699.537312 = -19235518.628328
  nChanged 19
		SP:Iteration 65Q (6951.160000 sec): 3 clusters
  Score: Raw -19249222.402924 + Penalty 13699.537312 = -19235522.865612
  nChanged 13
		SP:Iteration 66Q (6951.560000 sec): 3 clusters
  Score: Raw -19249225.466666 + Penalty 13699.537312 = -19235525.929354
  nChanged 11
		SP:Iteration 67Q (6951.970000 sec): 3 clusters
  Score: Raw -19249227.784044 + Penalty 13699.537312 = -19235528.246733
  nChanged 8
		SP:Iteration 68Q (6952.380000 sec): 3 clusters
  Score: Raw -19249229.388055 + Penalty 13699.537312 = -19235529.850743
  nChanged 8
		SP:Iteration 69Q (6952.780000 sec): 3 clusters
  Score: Raw -19249231.481677 + Penalty 13699.537312 = -19235531.944365
  nChanged 5
		SP:Iteration 70Q (6953.190000 sec): 3 clusters
  Score: Raw -19249232.808918 + Penalty 13699.537312 = -19235533.271606
  nChanged 9
		SP:Iteration 71Q (6953.590000 sec): 3 clusters
  Score: Raw -19249234.672404 + Penalty 13699.537312 = -19235535.135092
  nChanged 6
		SP:Iteration 72Q (6954.000000 sec): 3 clusters
  Score: Raw -19249235.842669 + Penalty 13699.537312 = -19235536.305357
  nChanged 5
		SP:Iteration 73Q (6954.410000 sec): 3 clusters
  Score: Raw -19249236.864990 + Penalty 13699.537312 = -19235537.327678
  nChanged 4
		SP:Iteration 74Q (6954.830000 sec): 3 clusters
  Score: Raw -19249237.862389 + Penalty 13699.537312 = -19235538.325078
  nChanged 6
		SP:Iteration 75Q (6955.230000 sec): 3 clusters
  Score: Raw -19249238.726297 + Penalty 13699.537312 = -19235539.188986
  nChanged 4
		SP:Iteration 76Q (6955.630000 sec): 3 clusters
  Score: Raw -19249239.308084 + Penalty 13699.537312 = -19235539.770772
  nChanged 4
		SP:Iteration 77Q (6956.040000 sec): 3 clusters
  Score: Raw -19249239.805522 + Penalty 13699.537312 = -19235540.268210
  nChanged 5
		SP:Iteration 78Q (6956.450000 sec): 3 clusters
  Score: Raw -19249241.139629 + Penalty 13699.537312 = -19235541.602317
  nChanged 4
		SP:Iteration 79Q (6956.860000 sec): 3 clusters
  Score: Raw -19249241.806373 + Penalty 13699.537312 = -19235542.269061
  nChanged 7
		SP:Iteration 80F (6957.410000 sec): 3 clusters
  Score: Raw -19249243.495184 + Penalty 13699.537312 = -19235543.957872
  nChanged 7
		SP:Iteration 81Q (6957.820000 sec): 3 clusters
  Score: Raw -19249245.104954 + Penalty 13699.537312 = -19235545.567642
  nChanged 11
		SP:Iteration 82Q (6958.230000 sec): 3 clusters
  Score: Raw -19249248.113780 + Penalty 13699.537312 = -19235548.576468
  nChanged 11
		SP:Iteration 83Q (6958.640000 sec): 3 clusters
  Score: Raw -19249250.436596 + Penalty 13699.537312 = -19235550.899285
  nChanged 8
		SP:Iteration 84Q (6959.050000 sec): 3 clusters
  Score: Raw -19249252.212766 + Penalty 13699.537312 = -19235552.675454
  nChanged 8
		SP:Iteration 85Q (6959.460000 sec): 3 clusters
  Score: Raw -19249254.205924 + Penalty 13699.537312 = -19235554.668612
  nChanged 10
		SP:Iteration 86Q (6959.860000 sec): 3 clusters
  Score: Raw -19249256.665141 + Penalty 13699.537312 = -19235557.127829
  nChanged 10
		SP:Iteration 87Q (6960.270000 sec): 3 clusters
  Score: Raw -19249259.375222 + Penalty 13699.537312 = -19235559.837910
  nChanged 9
		SP:Iteration 88Q (6960.670000 sec): 3 clusters
  Score: Raw -19249261.348597 + Penalty 13699.537312 = -19235561.811286
  nChanged 7
		SP:Iteration 89Q (6961.080000 sec): 3 clusters
  Score: Raw -19249263.005129 + Penalty 13699.537312 = -19235563.467817
  nChanged 5
		SP:Iteration 90Q (6961.490000 sec): 3 clusters
  Score: Raw -19249264.213558 + Penalty 13699.537312 = -19235564.676246
  nChanged 5
		SP:Iteration 91Q (6961.890000 sec): 3 clusters
  Score: Raw -19249265.195561 + Penalty 13699.537312 = -19235565.658249
  nChanged 4
		SP:Iteration 92Q (6962.300000 sec): 3 clusters
  Score: Raw -19249265.816893 + Penalty 13699.537312 = -19235566.279581
  nChanged 3
		SP:Iteration 93Q (6962.690000 sec): 3 clusters
  Score: Raw -19249266.126110 + Penalty 13699.537312 = -19235566.588799
  nChanged 3
		SP:Iteration 94Q (6963.110000 sec): 3 clusters
  Score: Raw -19249266.483093 + Penalty 13699.537312 = -19235566.945781
  nChanged 0
		SP:Iteration 95F (6963.660000 sec): 3 clusters
  Score: Raw -19249266.483093 + Penalty 13699.537312 = -19235566.945781
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 11 (57916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6964.020000 sec): 2 clusters
  Score: Raw -15445313.592255 + Penalty 6717.133740 = -15438596.458514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6964.460000 sec): 3 clusters
  Score: Raw -15411224.975700 + Penalty 13434.267481 = -15397790.708219
  nChanged 25765
		SP:Iteration 1F (6964.910000 sec): 3 clusters
  Score: Raw -15424995.043823 + Penalty 13434.267481 = -15411560.776343
  nChanged 2948
		SP:Iteration 2F (6965.360000 sec): 3 clusters
  Score: Raw -15425971.132564 + Penalty 13434.267481 = -15412536.865083
  nChanged 2610
		SP:Iteration 3Q (6965.790000 sec): 3 clusters
  Score: Raw -15426895.106402 + Penalty 13434.267481 = -15413460.838922
  nChanged 2534
		SP:Iteration 4Q (6966.240000 sec): 3 clusters
  Score: Raw -15427937.380209 + Penalty 13434.267481 = -15414503.112728
  nChanged 2829
		SP:Iteration 5Q (6966.700000 sec): 3 clusters
  Score: Raw -15429282.255021 + Penalty 13434.267481 = -15415847.987541
  nChanged 3174
		SP:Iteration 6F (6967.130000 sec): 3 clusters
  Score: Raw -15431069.141781 + Penalty 13434.267481 = -15417634.874300
  nChanged 3526
		SP:Iteration 7F (6967.570000 sec): 3 clusters
  Score: Raw -15433320.560586 + Penalty 13434.267481 = -15419886.293105
  nChanged 3522
		SP:Iteration 8F (6968.020000 sec): 3 clusters
  Score: Raw -15435713.234975 + Penalty 13434.267481 = -15422278.967494
  nChanged 3315
		SP:Iteration 9F (6968.460000 sec): 3 clusters
  Score: Raw -15437967.720140 + Penalty 13434.267481 = -15424533.452660
  nChanged 2789
		SP:Iteration 10Q (6968.910000 sec): 3 clusters
  Score: Raw -15439892.672733 + Penalty 13434.267481 = -15426458.405252
  nChanged 2341
		SP:Iteration 11Q (6969.350000 sec): 3 clusters
  Score: Raw -15441581.807822 + Penalty 13434.267481 = -15428147.540341
  nChanged 1843
		SP:Iteration 12Q (6969.810000 sec): 3 clusters
  Score: Raw -15442940.671756 + Penalty 13434.267481 = -15429506.404276
  nChanged 1401
		SP:Iteration 13Q (6970.250000 sec): 3 clusters
  Score: Raw -15443959.417856 + Penalty 13434.267481 = -15430525.150376
  nChanged 982
		SP:Iteration 14Q (6970.670000 sec): 3 clusters
  Score: Raw -15444668.913943 + Penalty 13434.267481 = -15431234.646463
  nChanged 641
		SP:Iteration 15Q (6971.070000 sec): 3 clusters
  Score: Raw -15445151.028571 + Penalty 13434.267481 = -15431716.761090
  nChanged 464
		SP:Iteration 16Q (6971.470000 sec): 3 clusters
  Score: Raw -15445511.637409 + Penalty 13434.267481 = -15432077.369929
  nChanged 327
		SP:Iteration 17Q (6971.850000 sec): 3 clusters
  Score: Raw -15445756.893369 + Penalty 13434.267481 = -15432322.625888
  nChanged 213
		SP:Iteration 18Q (6972.210000 sec): 3 clusters
  Score: Raw -15445915.918912 + Penalty 13434.267481 = -15432481.651431
  nChanged 133
		SP:Iteration 19Q (6972.570000 sec): 3 clusters
  Score: Raw -15446013.031878 + Penalty 13434.267481 = -15432578.764397
  nChanged 90
		SP:Iteration 20F (6973.010000 sec): 3 clusters
  Score: Raw -15446074.296393 + Penalty 13434.267481 = -15432640.028912
  nChanged 66
		SP:Iteration 21Q (6973.360000 sec): 3 clusters
  Score: Raw -15446117.981845 + Penalty 13434.267481 = -15432683.714364
  nChanged 44
		SP:Iteration 22Q (6973.710000 sec): 3 clusters
  Score: Raw -15446149.106900 + Penalty 13434.267481 = -15432714.839419
  nChanged 46
		SP:Iteration 23Q (6974.050000 sec): 3 clusters
  Score: Raw -15446181.322154 + Penalty 13434.267481 = -15432747.054673
  nChanged 41
		SP:Iteration 24Q (6974.390000 sec): 3 clusters
  Score: Raw -15446213.742371 + Penalty 13434.267481 = -15432779.474890
  nChanged 35
		SP:Iteration 25Q (6974.740000 sec): 3 clusters
  Score: Raw -15446238.096000 + Penalty 13434.267481 = -15432803.828520
  nChanged 21
		SP:Iteration 26Q (6975.080000 sec): 3 clusters
  Score: Raw -15446251.700269 + Penalty 13434.267481 = -15432817.432788
  nChanged 24
		SP:Iteration 27Q (6975.410000 sec): 3 clusters
  Score: Raw -15446268.968758 + Penalty 13434.267481 = -15432834.701277
  nChanged 18
		SP:Iteration 28Q (6975.750000 sec): 3 clusters
  Score: Raw -15446282.594707 + Penalty 13434.267481 = -15432848.327227
  nChanged 13
		SP:Iteration 29Q (6976.090000 sec): 3 clusters
  Score: Raw -15446291.135279 + Penalty 13434.267481 = -15432856.867798
  nChanged 6
		SP:Iteration 30Q (6976.430000 sec): 3 clusters
  Score: Raw -15446295.047561 + Penalty 13434.267481 = -15432860.780080
  nChanged 9
		SP:Iteration 31Q (6976.760000 sec): 3 clusters
  Score: Raw -15446300.705018 + Penalty 13434.267481 = -15432866.437537
  nChanged 7
		SP:Iteration 32Q (6977.100000 sec): 3 clusters
  Score: Raw -15446304.625289 + Penalty 13434.267481 = -15432870.357808
  nChanged 7
		SP:Iteration 33Q (6977.430000 sec): 3 clusters
  Score: Raw -15446308.802797 + Penalty 13434.267481 = -15432874.535316
  nChanged 7
		SP:Iteration 34Q (6977.770000 sec): 3 clusters
  Score: Raw -15446314.063603 + Penalty 13434.267481 = -15432879.796122
  nChanged 11
		SP:Iteration 35Q (6978.100000 sec): 3 clusters
  Score: Raw -15446321.023135 + Penalty 13434.267481 = -15432886.755654
  nChanged 7
		SP:Iteration 36Q (6978.440000 sec): 3 clusters
  Score: Raw -15446326.168394 + Penalty 13434.267481 = -15432891.900913
  nChanged 9
		SP:Iteration 37Q (6978.770000 sec): 3 clusters
  Score: Raw -15446331.624585 + Penalty 13434.267481 = -15432897.357104
  nChanged 7
		SP:Iteration 38Q (6979.100000 sec): 3 clusters
  Score: Raw -15446336.163309 + Penalty 13434.267481 = -15432901.895828
  nChanged 1
		SP:Iteration 39Q (6979.440000 sec): 3 clusters
  Score: Raw -15446336.657320 + Penalty 13434.267481 = -15432902.389839
  nChanged 1
		SP:Iteration 40F (6979.870000 sec): 3 clusters
  Score: Raw -15446337.376849 + Penalty 13434.267481 = -15432903.109368
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 12 (29722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6980.070000 sec): 2 clusters
  Score: Raw -7573015.743745 + Penalty 6308.531210 = -7566707.212535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6980.290000 sec): 3 clusters
  Score: Raw -7556734.803401 + Penalty 12617.062419 = -7544117.740982
  nChanged 12494
		SP:Iteration 1F (6980.520000 sec): 3 clusters
  Score: Raw -7563768.359803 + Penalty 12617.062419 = -7551151.297383
  nChanged 2182
		SP:Iteration 2F (6980.740000 sec): 3 clusters
  Score: Raw -7565172.908301 + Penalty 12617.062419 = -7552555.845881
  nChanged 1936
		SP:Iteration 3F (6980.960000 sec): 3 clusters
  Score: Raw -7566455.181356 + Penalty 12617.062419 = -7553838.118937
  nChanged 1754
		SP:Iteration 4F (6981.190000 sec): 3 clusters
  Score: Raw -7567627.985307 + Penalty 12617.062419 = -7555010.922888
  nChanged 1629
		SP:Iteration 5F (6981.410000 sec): 3 clusters
  Score: Raw -7568635.532856 + Penalty 12617.062419 = -7556018.470436
  nChanged 1497
		SP:Iteration 6F (6981.640000 sec): 3 clusters
  Score: Raw -7569615.007814 + Penalty 12617.062419 = -7556997.945395
  nChanged 1463
		SP:Iteration 7Q (6981.860000 sec): 3 clusters
  Score: Raw -7570584.213262 + Penalty 12617.062419 = -7557967.150843
  nChanged 1332
		SP:Iteration 8Q (6982.080000 sec): 3 clusters
  Score: Raw -7571418.554321 + Penalty 12617.062419 = -7558801.491901
  nChanged 1264
		SP:Iteration 9Q (6982.300000 sec): 3 clusters
  Score: Raw -7572146.261176 + Penalty 12617.062419 = -7559529.198757
  nChanged 1104
		SP:Iteration 10Q (6982.520000 sec): 3 clusters
  Score: Raw -7572701.465563 + Penalty 12617.062419 = -7560084.403144
  nChanged 955
		SP:Iteration 11Q (6982.730000 sec): 3 clusters
  Score: Raw -7573148.470694 + Penalty 12617.062419 = -7560531.408274
  nChanged 823
		SP:Iteration 12Q (6982.950000 sec): 3 clusters
  Score: Raw -7573516.247339 + Penalty 12617.062419 = -7560899.184919
  nChanged 688
		SP:Iteration 13Q (6983.160000 sec): 3 clusters
  Score: Raw -7573808.465414 + Penalty 12617.062419 = -7561191.402994
  nChanged 583
		SP:Iteration 14Q (6983.380000 sec): 3 clusters
  Score: Raw -7574029.970953 + Penalty 12617.062419 = -7561412.908534
  nChanged 518
		SP:Iteration 15Q (6983.590000 sec): 3 clusters
  Score: Raw -7574219.610360 + Penalty 12617.062419 = -7561602.547941
  nChanged 438
		SP:Iteration 16Q (6983.810000 sec): 3 clusters
  Score: Raw -7574358.652418 + Penalty 12617.062419 = -7561741.589998
  nChanged 342
		SP:Iteration 17Q (6984.020000 sec): 3 clusters
  Score: Raw -7574466.336876 + Penalty 12617.062419 = -7561849.274457
  nChanged 319
		SP:Iteration 18Q (6984.230000 sec): 3 clusters
  Score: Raw -7574561.935280 + Penalty 12617.062419 = -7561944.872861
  nChanged 303
		SP:Iteration 19Q (6984.440000 sec): 3 clusters
  Score: Raw -7574645.888136 + Penalty 12617.062419 = -7562028.825717
  nChanged 257
		SP:Iteration 20F (6984.670000 sec): 3 clusters
  Score: Raw -7574710.279826 + Penalty 12617.062419 = -7562093.217407
  nChanged 220
		SP:Iteration 21Q (6984.880000 sec): 3 clusters
  Score: Raw -7574764.441303 + Penalty 12617.062419 = -7562147.378884
  nChanged 194
		SP:Iteration 22Q (6985.090000 sec): 3 clusters
  Score: Raw -7574808.761035 + Penalty 12617.062419 = -7562191.698616
  nChanged 185
		SP:Iteration 23Q (6985.300000 sec): 3 clusters
  Score: Raw -7574856.853371 + Penalty 12617.062419 = -7562239.790952
  nChanged 180
		SP:Iteration 24Q (6985.520000 sec): 3 clusters
  Score: Raw -7574895.581342 + Penalty 12617.062419 = -7562278.518923
  nChanged 176
		SP:Iteration 25Q (6985.730000 sec): 3 clusters
  Score: Raw -7574934.393304 + Penalty 12617.062419 = -7562317.330885
  nChanged 143
		SP:Iteration 26Q (6985.940000 sec): 3 clusters
  Score: Raw -7574966.079733 + Penalty 12617.062419 = -7562349.017314
  nChanged 128
		SP:Iteration 27Q (6986.150000 sec): 3 clusters
  Score: Raw -7574989.686256 + Penalty 12617.062419 = -7562372.623837
  nChanged 113
		SP:Iteration 28Q (6986.360000 sec): 3 clusters
  Score: Raw -7575009.936303 + Penalty 12617.062419 = -7562392.873884
  nChanged 97
		SP:Iteration 29Q (6986.570000 sec): 3 clusters
  Score: Raw -7575026.113266 + Penalty 12617.062419 = -7562409.050846
  nChanged 84
		SP:Iteration 30Q (6986.780000 sec): 3 clusters
  Score: Raw -7575042.266470 + Penalty 12617.062419 = -7562425.204051
  nChanged 76
		SP:Iteration 31Q (6986.990000 sec): 3 clusters
  Score: Raw -7575056.075895 + Penalty 12617.062419 = -7562439.013475
  nChanged 83
		SP:Iteration 32Q (6987.200000 sec): 3 clusters
  Score: Raw -7575070.906840 + Penalty 12617.062419 = -7562453.844420
  nChanged 82
		SP:Iteration 33Q (6987.400000 sec): 3 clusters
  Score: Raw -7575086.760743 + Penalty 12617.062419 = -7562469.698323
  nChanged 77
		SP:Iteration 34Q (6987.620000 sec): 3 clusters
  Score: Raw -7575099.911135 + Penalty 12617.062419 = -7562482.848715
  nChanged 66
		SP:Iteration 35Q (6987.830000 sec): 3 clusters
  Score: Raw -7575113.024612 + Penalty 12617.062419 = -7562495.962193
  nChanged 76
		SP:Iteration 36Q (6988.040000 sec): 3 clusters
  Score: Raw -7575127.412909 + Penalty 12617.062419 = -7562510.350490
  nChanged 79
		SP:Iteration 37Q (6988.260000 sec): 3 clusters
  Score: Raw -7575143.862483 + Penalty 12617.062419 = -7562526.800063
  nChanged 94
		SP:Iteration 38Q (6988.460000 sec): 3 clusters
  Score: Raw -7575162.004416 + Penalty 12617.062419 = -7562544.941996
  nChanged 78
		SP:Iteration 39Q (6988.680000 sec): 3 clusters
  Score: Raw -7575175.681494 + Penalty 12617.062419 = -7562558.619074
  nChanged 84
		SP:Iteration 40F (6988.900000 sec): 3 clusters
  Score: Raw -7575192.048765 + Penalty 12617.062419 = -7562574.986346
  nChanged 87
		SP:Iteration 41Q (6989.110000 sec): 3 clusters
  Score: Raw -7575207.344622 + Penalty 12617.062419 = -7562590.282202
  nChanged 72
		SP:Iteration 42Q (6989.320000 sec): 3 clusters
  Score: Raw -7575219.818691 + Penalty 12617.062419 = -7562602.756272
  nChanged 70
		SP:Iteration 43Q (6989.530000 sec): 3 clusters
  Score: Raw -7575231.754398 + Penalty 12617.062419 = -7562614.691978
  nChanged 72
		SP:Iteration 44Q (6989.740000 sec): 3 clusters
  Score: Raw -7575243.898021 + Penalty 12617.062419 = -7562626.835602
  nChanged 66
		SP:Iteration 45Q (6989.950000 sec): 3 clusters
  Score: Raw -7575255.281575 + Penalty 12617.062419 = -7562638.219155
  nChanged 68
		SP:Iteration 46Q (6990.160000 sec): 3 clusters
  Score: Raw -7575267.974726 + Penalty 12617.062419 = -7562650.912306
  nChanged 82
		SP:Iteration 47Q (6990.380000 sec): 3 clusters
  Score: Raw -7575280.423702 + Penalty 12617.062419 = -7562663.361283
  nChanged 61
		SP:Iteration 48Q (6990.580000 sec): 3 clusters
  Score: Raw -7575289.827451 + Penalty 12617.062419 = -7562672.765031
  nChanged 45
		SP:Iteration 49Q (6990.800000 sec): 3 clusters
  Score: Raw -7575296.471251 + Penalty 12617.062419 = -7562679.408831
  nChanged 43
		SP:Iteration 50Q (6991.010000 sec): 3 clusters
  Score: Raw -7575303.274869 + Penalty 12617.062419 = -7562686.212450
  nChanged 39
		SP:Iteration 51Q (6991.220000 sec): 3 clusters
  Score: Raw -7575309.201359 + Penalty 12617.062419 = -7562692.138940
  nChanged 37
		SP:Iteration 52Q (6991.430000 sec): 3 clusters
  Score: Raw -7575316.527117 + Penalty 12617.062419 = -7562699.464698
  nChanged 57
		SP:Iteration 53Q (6991.640000 sec): 3 clusters
  Score: Raw -7575328.083757 + Penalty 12617.062419 = -7562711.021338
  nChanged 62
		SP:Iteration 54Q (6991.850000 sec): 3 clusters
  Score: Raw -7575340.797423 + Penalty 12617.062419 = -7562723.735004
  nChanged 71
		SP:Iteration 55Q (6992.060000 sec): 3 clusters
  Score: Raw -7575353.941405 + Penalty 12617.062419 = -7562736.878986
  nChanged 55
		SP:Iteration 56Q (6992.270000 sec): 3 clusters
  Score: Raw -7575363.474746 + Penalty 12617.062419 = -7562746.412327
  nChanged 50
		SP:Iteration 57Q (6992.480000 sec): 3 clusters
  Score: Raw -7575371.842354 + Penalty 12617.062419 = -7562754.779934
  nChanged 50
		SP:Iteration 58Q (6992.690000 sec): 3 clusters
  Score: Raw -7575381.293491 + Penalty 12617.062419 = -7562764.231072
  nChanged 48
		SP:Iteration 59Q (6992.890000 sec): 3 clusters
  Score: Raw -7575390.726892 + Penalty 12617.062419 = -7562773.664473
  nChanged 51
		SP:Iteration 60F (6993.120000 sec): 3 clusters
  Score: Raw -7575399.292412 + Penalty 12617.062419 = -7562782.229993
  nChanged 46
		SP:Iteration 61Q (6993.330000 sec): 3 clusters
  Score: Raw -7575406.803707 + Penalty 12617.062419 = -7562789.741288
  nChanged 45
		SP:Iteration 62Q (6993.540000 sec): 3 clusters
  Score: Raw -7575414.083472 + Penalty 12617.062419 = -7562797.021053
  nChanged 45
		SP:Iteration 63Q (6993.740000 sec): 3 clusters
  Score: Raw -7575421.490664 + Penalty 12617.062419 = -7562804.428245
  nChanged 38
		SP:Iteration 64Q (6993.960000 sec): 3 clusters
  Score: Raw -7575427.325771 + Penalty 12617.062419 = -7562810.263352
  nChanged 42
		SP:Iteration 65Q (6994.170000 sec): 3 clusters
  Score: Raw -7575433.575671 + Penalty 12617.062419 = -7562816.513252
  nChanged 39
		SP:Iteration 66Q (6994.370000 sec): 3 clusters
  Score: Raw -7575439.389563 + Penalty 12617.062419 = -7562822.327143
  nChanged 33
		SP:Iteration 67Q (6994.590000 sec): 3 clusters
  Score: Raw -7575444.153631 + Penalty 12617.062419 = -7562827.091212
  nChanged 31
		SP:Iteration 68Q (6994.790000 sec): 3 clusters
  Score: Raw -7575448.676721 + Penalty 12617.062419 = -7562831.614302
  nChanged 35
		SP:Iteration 69Q (6995.000000 sec): 3 clusters
  Score: Raw -7575453.497453 + Penalty 12617.062419 = -7562836.435033
  nChanged 27
		SP:Iteration 70Q (6995.210000 sec): 3 clusters
  Score: Raw -7575457.475389 + Penalty 12617.062419 = -7562840.412969
  nChanged 25
		SP:Iteration 71Q (6995.420000 sec): 3 clusters
  Score: Raw -7575460.966603 + Penalty 12617.062419 = -7562843.904184
  nChanged 30
		SP:Iteration 72Q (6995.620000 sec): 3 clusters
  Score: Raw -7575465.020531 + Penalty 12617.062419 = -7562847.958111
  nChanged 34
		SP:Iteration 73Q (6995.830000 sec): 3 clusters
  Score: Raw -7575469.221020 + Penalty 12617.062419 = -7562852.158601
  nChanged 35
		SP:Iteration 74Q (6996.040000 sec): 3 clusters
  Score: Raw -7575474.915572 + Penalty 12617.062419 = -7562857.853152
  nChanged 31
		SP:Iteration 75Q (6996.240000 sec): 3 clusters
  Score: Raw -7575481.220842 + Penalty 12617.062419 = -7562864.158422
  nChanged 39
		SP:Iteration 76Q (6996.450000 sec): 3 clusters
  Score: Raw -7575488.083589 + Penalty 12617.062419 = -7562871.021170
  nChanged 37
		SP:Iteration 77Q (6996.650000 sec): 3 clusters
  Score: Raw -7575494.177892 + Penalty 12617.062419 = -7562877.115473
  nChanged 41
		SP:Iteration 78Q (6996.860000 sec): 3 clusters
  Score: Raw -7575501.765377 + Penalty 12617.062419 = -7562884.702958
  nChanged 51
		SP:Iteration 79Q (6997.060000 sec): 3 clusters
  Score: Raw -7575512.309696 + Penalty 12617.062419 = -7562895.247277
  nChanged 60
		SP:Iteration 80F (6997.280000 sec): 3 clusters
  Score: Raw -7575524.797087 + Penalty 12617.062419 = -7562907.734668
  nChanged 67
		SP:Iteration 81Q (6997.490000 sec): 3 clusters
  Score: Raw -7575535.512484 + Penalty 12617.062419 = -7562918.450065
  nChanged 44
		SP:Iteration 82Q (6997.700000 sec): 3 clusters
  Score: Raw -7575542.095792 + Penalty 12617.062419 = -7562925.033372
  nChanged 44
		SP:Iteration 83Q (6997.900000 sec): 3 clusters
  Score: Raw -7575547.680756 + Penalty 12617.062419 = -7562930.618337
  nChanged 40
		SP:Iteration 84Q (6998.110000 sec): 3 clusters
  Score: Raw -7575553.599008 + Penalty 12617.062419 = -7562936.536589
  nChanged 36
		SP:Iteration 85Q (6998.320000 sec): 3 clusters
  Score: Raw -7575558.623965 + Penalty 12617.062419 = -7562941.561546
  nChanged 33
		SP:Iteration 86Q (6998.530000 sec): 3 clusters
  Score: Raw -7575563.277607 + Penalty 12617.062419 = -7562946.215187
  nChanged 36
		SP:Iteration 87Q (6998.740000 sec): 3 clusters
  Score: Raw -7575569.122888 + Penalty 12617.062419 = -7562952.060468
  nChanged 36
		SP:Iteration 88Q (6998.940000 sec): 3 clusters
  Score: Raw -7575574.205450 + Penalty 12617.062419 = -7562957.143030
  nChanged 23
		SP:Iteration 89Q (6999.150000 sec): 3 clusters
  Score: Raw -7575577.139655 + Penalty 12617.062419 = -7562960.077236
  nChanged 26
		SP:Iteration 90Q (6999.360000 sec): 3 clusters
  Score: Raw -7575580.281349 + Penalty 12617.062419 = -7562963.218930
  nChanged 24
		SP:Iteration 91Q (6999.570000 sec): 3 clusters
  Score: Raw -7575584.325201 + Penalty 12617.062419 = -7562967.262781
  nChanged 37
		SP:Iteration 92Q (6999.780000 sec): 3 clusters
  Score: Raw -7575590.693040 + Penalty 12617.062419 = -7562973.630620
  nChanged 38
		SP:Iteration 93Q (6999.990000 sec): 3 clusters
  Score: Raw -7575596.624127 + Penalty 12617.062419 = -7562979.561708
  nChanged 33
		SP:Iteration 94Q (7000.190000 sec): 3 clusters
  Score: Raw -7575601.148889 + Penalty 12617.062419 = -7562984.086470
  nChanged 32
		SP:Iteration 95Q (7000.390000 sec): 3 clusters
  Score: Raw -7575605.897480 + Penalty 12617.062419 = -7562988.835061
  nChanged 28
		SP:Iteration 96Q (7000.600000 sec): 3 clusters
  Score: Raw -7575609.797220 + Penalty 12617.062419 = -7562992.734800
  nChanged 22
		SP:Iteration 97Q (7000.800000 sec): 3 clusters
  Score: Raw -7575612.571542 + Penalty 12617.062419 = -7562995.509123
  nChanged 20
		SP:Iteration 98Q (7001.010000 sec): 3 clusters
  Score: Raw -7575615.760940 + Penalty 12617.062419 = -7562998.698521
  nChanged 24
		SP:Iteration 99Q (7001.210000 sec): 3 clusters
  Score: Raw -7575619.081142 + Penalty 12617.062419 = -7563002.018723
  nChanged 29
		SP:Iteration 100F (7001.430000 sec): 3 clusters
  Score: Raw -7575623.056540 + Penalty 12617.062419 = -7563005.994120
  nChanged 29
		SP:Iteration 101Q (7001.640000 sec): 3 clusters
  Score: Raw -7575628.218563 + Penalty 12617.062419 = -7563011.156144
  nChanged 32
		SP:Iteration 102Q (7001.840000 sec): 3 clusters
  Score: Raw -7575633.578202 + Penalty 12617.062419 = -7563016.515783
  nChanged 27
		SP:Iteration 103Q (7002.040000 sec): 3 clusters
  Score: Raw -7575637.408044 + Penalty 12617.062419 = -7563020.345625
  nChanged 21
		SP:Iteration 104Q (7002.250000 sec): 3 clusters
  Score: Raw -7575639.907984 + Penalty 12617.062419 = -7563022.845565
  nChanged 20
		SP:Iteration 105Q (7002.450000 sec): 3 clusters
  Score: Raw -7575642.368147 + Penalty 12617.062419 = -7563025.305728
  nChanged 11
		SP:Iteration 106Q (7002.650000 sec): 3 clusters
  Score: Raw -7575643.860686 + Penalty 12617.062419 = -7563026.798267
  nChanged 11
		SP:Iteration 107Q (7002.860000 sec): 3 clusters
  Score: Raw -7575645.367297 + Penalty 12617.062419 = -7563028.304878
  nChanged 14
		SP:Iteration 108Q (7003.060000 sec): 3 clusters
  Score: Raw -7575647.519642 + Penalty 12617.062419 = -7563030.457222
  nChanged 10
		SP:Iteration 109Q (7003.270000 sec): 3 clusters
  Score: Raw -7575648.916213 + Penalty 12617.062419 = -7563031.853793
  nChanged 10
		SP:Iteration 110Q (7003.470000 sec): 3 clusters
  Score: Raw -7575650.031553 + Penalty 12617.062419 = -7563032.969134
  nChanged 7
		SP:Iteration 111Q (7003.670000 sec): 3 clusters
  Score: Raw -7575650.929186 + Penalty 12617.062419 = -7563033.866766
  nChanged 9
		SP:Iteration 112Q (7003.870000 sec): 3 clusters
  Score: Raw -7575651.912074 + Penalty 12617.062419 = -7563034.849655
  nChanged 7
		SP:Iteration 113Q (7004.080000 sec): 3 clusters
  Score: Raw -7575653.177220 + Penalty 12617.062419 = -7563036.114800
  nChanged 10
		SP:Iteration 114Q (7004.280000 sec): 3 clusters
  Score: Raw -7575654.691852 + Penalty 12617.062419 = -7563037.629433
  nChanged 9
		SP:Iteration 115Q (7004.490000 sec): 3 clusters
  Score: Raw -7575655.748530 + Penalty 12617.062419 = -7563038.686110
  nChanged 9
		SP:Iteration 116Q (7004.690000 sec): 3 clusters
  Score: Raw -7575656.812636 + Penalty 12617.062419 = -7563039.750217
  nChanged 6
		SP:Iteration 117Q (7004.890000 sec): 3 clusters
  Score: Raw -7575657.359339 + Penalty 12617.062419 = -7563040.296919
  nChanged 6
		SP:Iteration 118Q (7005.100000 sec): 3 clusters
  Score: Raw -7575658.108885 + Penalty 12617.062419 = -7563041.046465
  nChanged 6
		SP:Iteration 119Q (7005.300000 sec): 3 clusters
  Score: Raw -7575658.650105 + Penalty 12617.062419 = -7563041.587686
  nChanged 5
		SP:Iteration 120F (7005.520000 sec): 3 clusters
  Score: Raw -7575659.260055 + Penalty 12617.062419 = -7563042.197636
  nChanged 6
		SP:Iteration 121Q (7005.730000 sec): 3 clusters
  Score: Raw -7575660.054439 + Penalty 12617.062419 = -7563042.992020
  nChanged 6
		SP:Iteration 122Q (7005.930000 sec): 3 clusters
  Score: Raw -7575660.833991 + Penalty 12617.062419 = -7563043.771572
  nChanged 7
		SP:Iteration 123Q (7006.130000 sec): 3 clusters
  Score: Raw -7575661.716082 + Penalty 12617.062419 = -7563044.653663
  nChanged 6
		SP:Iteration 124Q (7006.330000 sec): 3 clusters
  Score: Raw -7575662.538050 + Penalty 12617.062419 = -7563045.475631
  nChanged 11
		SP:Iteration 125Q (7006.540000 sec): 3 clusters
  Score: Raw -7575664.050680 + Penalty 12617.062419 = -7563046.988261
  nChanged 6
		SP:Iteration 126Q (7006.740000 sec): 3 clusters
  Score: Raw -7575664.808232 + Penalty 12617.062419 = -7563047.745813
  nChanged 8
		SP:Iteration 127Q (7006.940000 sec): 3 clusters
  Score: Raw -7575665.567329 + Penalty 12617.062419 = -7563048.504909
  nChanged 7
		SP:Iteration 128Q (7007.150000 sec): 3 clusters
  Score: Raw -7575666.518907 + Penalty 12617.062419 = -7563049.456487
  nChanged 13
		SP:Iteration 129Q (7007.350000 sec): 3 clusters
  Score: Raw -7575668.296275 + Penalty 12617.062419 = -7563051.233856
  nChanged 11
		SP:Iteration 130Q (7007.550000 sec): 3 clusters
  Score: Raw -7575670.086139 + Penalty 12617.062419 = -7563053.023720
  nChanged 10
		SP:Iteration 131Q (7007.750000 sec): 3 clusters
  Score: Raw -7575671.425113 + Penalty 12617.062419 = -7563054.362693
  nChanged 13
		SP:Iteration 132Q (7007.960000 sec): 3 clusters
  Score: Raw -7575673.269943 + Penalty 12617.062419 = -7563056.207524
  nChanged 10
		SP:Iteration 133Q (7008.160000 sec): 3 clusters
  Score: Raw -7575674.396217 + Penalty 12617.062419 = -7563057.333798
  nChanged 6
		SP:Iteration 134Q (7008.360000 sec): 3 clusters
  Score: Raw -7575675.113836 + Penalty 12617.062419 = -7563058.051417
  nChanged 6
		SP:Iteration 135Q (7008.570000 sec): 3 clusters
  Score: Raw -7575675.661910 + Penalty 12617.062419 = -7563058.599491
  nChanged 3
		SP:Iteration 136Q (7008.770000 sec): 3 clusters
  Score: Raw -7575676.019271 + Penalty 12617.062419 = -7563058.956852
  nChanged 1
		SP:Iteration 137Q (7008.980000 sec): 3 clusters
  Score: Raw -7575676.118467 + Penalty 12617.062419 = -7563059.056048
  nChanged 2
		SP:Iteration 138Q (7009.180000 sec): 3 clusters
  Score: Raw -7575676.323515 + Penalty 12617.062419 = -7563059.261095
  nChanged 1
		SP:Iteration 139Q (7009.380000 sec): 3 clusters
  Score: Raw -7575676.411645 + Penalty 12617.062419 = -7563059.349225
  nChanged 0
		SP:Iteration 140F (7009.610000 sec): 3 clusters
  Score: Raw -7575676.411645 + Penalty 12617.062419 = -7563059.349225
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 13 (418183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7012.290000 sec): 2 clusters
  Score: Raw -110751637.754807 + Penalty 7928.000579 = -110743709.754228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7015.510000 sec): 3 clusters
  Score: Raw -110478566.728820 + Penalty 15856.001158 = -110462710.727662
  nChanged 200603
		SP:Iteration 1F (7018.720000 sec): 3 clusters
  Score: Raw -110595922.945434 + Penalty 15856.001158 = -110580066.944276
  nChanged 10766
		SP:Iteration 2Q (7021.950000 sec): 3 clusters
  Score: Raw -110598082.935016 + Penalty 15856.001158 = -110582226.933858
  nChanged 11322
		SP:Iteration 3Q (7025.170000 sec): 3 clusters
  Score: Raw -110600844.546220 + Penalty 15856.001158 = -110584988.545062
  nChanged 12931
		SP:Iteration 4Q (7028.410000 sec): 3 clusters
  Score: Raw -110604841.075362 + Penalty 15856.001158 = -110588985.074204
  nChanged 15608
		SP:Iteration 5Q (7031.630000 sec): 3 clusters
  Score: Raw -110611405.728943 + Penalty 15856.001158 = -110595549.727785
  nChanged 20336
		SP:Iteration 6Q (7034.850000 sec): 3 clusters
  Score: Raw -110622558.428016 + Penalty 15856.001158 = -110606702.426858
  nChanged 26841
		SP:Iteration 7F (7038.030000 sec): 3 clusters
  Score: Raw -110641337.573139 + Penalty 15856.001158 = -110625481.571981
  nChanged 32997
		SP:Iteration 8F (7041.240000 sec): 3 clusters
  Score: Raw -110669125.207503 + Penalty 15856.001158 = -110653269.206345
  nChanged 35011
		SP:Iteration 9F (7044.430000 sec): 3 clusters
  Score: Raw -110701946.527612 + Penalty 15856.001158 = -110686090.526454
  nChanged 27888
		SP:Iteration 10F (7047.620000 sec): 3 clusters
  Score: Raw -110728095.408416 + Penalty 15856.001158 = -110712239.407257
  nChanged 16227
		SP:Iteration 11Q (7050.390000 sec): 3 clusters
  Score: Raw -110742361.527372 + Penalty 15856.001158 = -110726505.526214
  nChanged 7397
		SP:Iteration 12Q (7052.880000 sec): 3 clusters
  Score: Raw -110748395.828052 + Penalty 15856.001158 = -110732539.826894
  nChanged 2930
		SP:Iteration 13Q (7055.180000 sec): 3 clusters
  Score: Raw -110750734.721021 + Penalty 15856.001158 = -110734878.719863
  nChanged 1306
		SP:Iteration 14Q (7057.380000 sec): 3 clusters
  Score: Raw -110751798.004695 + Penalty 15856.001158 = -110735942.003537
  nChanged 684
		SP:Iteration 15Q (7059.560000 sec): 3 clusters
  Score: Raw -110752360.448993 + Penalty 15856.001158 = -110736504.447835
  nChanged 392
		SP:Iteration 16Q (7061.720000 sec): 3 clusters
  Score: Raw -110752650.075052 + Penalty 15856.001158 = -110736794.073894
  nChanged 229
		SP:Iteration 17Q (7063.830000 sec): 3 clusters
  Score: Raw -110752819.162176 + Penalty 15856.001158 = -110736963.161018
  nChanged 156
		SP:Iteration 18Q (7065.950000 sec): 3 clusters
  Score: Raw -110752922.520719 + Penalty 15856.001158 = -110737066.519561
  nChanged 107
		SP:Iteration 19Q (7068.050000 sec): 3 clusters
  Score: Raw -110753001.095539 + Penalty 15856.001158 = -110737145.094381
  nChanged 94
		SP:Iteration 20F (7071.190000 sec): 3 clusters
  Score: Raw -110753070.184625 + Penalty 15856.001158 = -110737214.183467
  nChanged 67
		SP:Iteration 21Q (7073.290000 sec): 3 clusters
  Score: Raw -110753123.497107 + Penalty 15856.001158 = -110737267.495949
  nChanged 59
		SP:Iteration 22Q (7075.390000 sec): 3 clusters
  Score: Raw -110753163.019099 + Penalty 15856.001158 = -110737307.017941
  nChanged 38
		SP:Iteration 23Q (7077.480000 sec): 3 clusters
  Score: Raw -110753191.997805 + Penalty 15856.001158 = -110737335.996647
  nChanged 40
		SP:Iteration 24Q (7079.590000 sec): 3 clusters
  Score: Raw -110753221.438285 + Penalty 15856.001158 = -110737365.437127
  nChanged 27
		SP:Iteration 25Q (7081.710000 sec): 3 clusters
  Score: Raw -110753242.419761 + Penalty 15856.001158 = -110737386.418603
  nChanged 20
		SP:Iteration 26Q (7083.820000 sec): 3 clusters
  Score: Raw -110753256.960552 + Penalty 15856.001158 = -110737400.959393
  nChanged 17
		SP:Iteration 27Q (7085.940000 sec): 3 clusters
  Score: Raw -110753268.692472 + Penalty 15856.001158 = -110737412.691314
  nChanged 16
		SP:Iteration 28Q (7088.040000 sec): 3 clusters
  Score: Raw -110753279.857824 + Penalty 15856.001158 = -110737423.856666
  nChanged 11
		SP:Iteration 29Q (7090.170000 sec): 3 clusters
  Score: Raw -110753287.154883 + Penalty 15856.001158 = -110737431.153725
  nChanged 10
		SP:Iteration 30Q (7092.270000 sec): 3 clusters
  Score: Raw -110753293.246005 + Penalty 15856.001158 = -110737437.244847
  nChanged 12
		SP:Iteration 31Q (7094.380000 sec): 3 clusters
  Score: Raw -110753300.802055 + Penalty 15856.001158 = -110737444.800897
  nChanged 7
		SP:Iteration 32Q (7096.500000 sec): 3 clusters
  Score: Raw -110753304.546577 + Penalty 15856.001158 = -110737448.545419
  nChanged 5
		SP:Iteration 33Q (7098.600000 sec): 3 clusters
  Score: Raw -110753308.169087 + Penalty 15856.001158 = -110737452.167929
  nChanged 4
		SP:Iteration 34Q (7100.750000 sec): 3 clusters
  Score: Raw -110753310.911393 + Penalty 15856.001158 = -110737454.910235
  nChanged 3
		SP:Iteration 35Q (7102.860000 sec): 3 clusters
  Score: Raw -110753313.073090 + Penalty 15856.001158 = -110737457.071932
  nChanged 6
		SP:Iteration 36Q (7104.990000 sec): 3 clusters
  Score: Raw -110753316.626851 + Penalty 15856.001158 = -110737460.625693
  nChanged 5
		SP:Iteration 37Q (7107.110000 sec): 3 clusters
  Score: Raw -110753319.269110 + Penalty 15856.001158 = -110737463.267952
  nChanged 2
		SP:Iteration 38Q (7109.190000 sec): 3 clusters
  Score: Raw -110753320.174446 + Penalty 15856.001158 = -110737464.173288
  nChanged 1
		SP:Iteration 39Q (7111.280000 sec): 3 clusters
  Score: Raw -110753320.995113 + Penalty 15856.001158 = -110737464.993955
  nChanged 1
		SP:Iteration 40F (7114.420000 sec): 3 clusters
  Score: Raw -110753321.399231 + Penalty 15856.001158 = -110737465.398073
  nChanged 1
		SP:Iteration 41Q (7116.510000 sec): 3 clusters
  Score: Raw -110753322.104150 + Penalty 15856.001158 = -110737466.102992
  nChanged 3
		SP:Iteration 42Q (7118.600000 sec): 3 clusters
  Score: Raw -110753323.871962 + Penalty 15856.001158 = -110737467.870804
  nChanged 4
		SP:Iteration 43Q (7120.680000 sec): 3 clusters
  Score: Raw -110753325.970577 + Penalty 15856.001158 = -110737469.969419
  nChanged 2
		SP:Iteration 44Q (7122.790000 sec): 3 clusters
  Score: Raw -110753326.953381 + Penalty 15856.001158 = -110737470.952223
  nChanged 0
		SP:Iteration 45F (7125.930000 sec): 3 clusters
  Score: Raw -110753326.953381 + Penalty 15856.001158 = -110737470.952223
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 14 (22898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7126.300000 sec): 2 clusters
  Score: Raw -6095037.645934 + Penalty 6148.767970 = -6088888.877963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7126.470000 sec): 3 clusters
  Score: Raw -6082811.442316 + Penalty 12297.535941 = -6070513.906375
  nChanged 9435
		SP:Iteration 1F (7126.640000 sec): 3 clusters
  Score: Raw -6087834.528958 + Penalty 12297.535941 = -6075536.993017
  nChanged 1506
		SP:Iteration 2F (7126.810000 sec): 3 clusters
  Score: Raw -6088590.109438 + Penalty 12297.535941 = -6076292.573498
  nChanged 1223
		SP:Iteration 3F (7126.980000 sec): 3 clusters
  Score: Raw -6089211.325653 + Penalty 12297.535941 = -6076913.789713
  nChanged 1048
		SP:Iteration 4Q (7127.150000 sec): 3 clusters
  Score: Raw -6089874.609997 + Penalty 12297.535941 = -6077577.074057
  nChanged 1099
		SP:Iteration 5Q (7127.320000 sec): 3 clusters
  Score: Raw -6090688.987381 + Penalty 12297.535941 = -6078391.451440
  nChanged 1263
		SP:Iteration 6F (7127.500000 sec): 3 clusters
  Score: Raw -6091720.652012 + Penalty 12297.535941 = -6079423.116072
  nChanged 1426
		SP:Iteration 7F (7127.670000 sec): 3 clusters
  Score: Raw -6093011.393561 + Penalty 12297.535941 = -6080713.857620
  nChanged 1480
		SP:Iteration 8F (7127.840000 sec): 3 clusters
  Score: Raw -6094264.901893 + Penalty 12297.535941 = -6081967.365953
  nChanged 1371
		SP:Iteration 9F (7128.010000 sec): 3 clusters
  Score: Raw -6095317.602146 + Penalty 12297.535941 = -6083020.066205
  nChanged 1099
		SP:Iteration 10Q (7128.180000 sec): 3 clusters
  Score: Raw -6095954.837020 + Penalty 12297.535941 = -6083657.301079
  nChanged 772
		SP:Iteration 11Q (7128.340000 sec): 3 clusters
  Score: Raw -6096308.470853 + Penalty 12297.535941 = -6084010.934913
  nChanged 514
		SP:Iteration 12Q (7128.510000 sec): 3 clusters
  Score: Raw -6096499.274046 + Penalty 12297.535941 = -6084201.738105
  nChanged 361
		SP:Iteration 13Q (7128.680000 sec): 3 clusters
  Score: Raw -6096606.416005 + Penalty 12297.535941 = -6084308.880064
  nChanged 247
		SP:Iteration 14Q (7128.840000 sec): 3 clusters
  Score: Raw -6096669.918524 + Penalty 12297.535941 = -6084372.382583
  nChanged 176
		SP:Iteration 15Q (7129.010000 sec): 3 clusters
  Score: Raw -6096716.746522 + Penalty 12297.535941 = -6084419.210582
  nChanged 158
		SP:Iteration 16Q (7129.170000 sec): 3 clusters
  Score: Raw -6096753.280574 + Penalty 12297.535941 = -6084455.744633
  nChanged 113
		SP:Iteration 17Q (7129.340000 sec): 3 clusters
  Score: Raw -6096776.907966 + Penalty 12297.535941 = -6084479.372026
  nChanged 97
		SP:Iteration 18Q (7129.500000 sec): 3 clusters
  Score: Raw -6096797.644958 + Penalty 12297.535941 = -6084500.109017
  nChanged 78
		SP:Iteration 19Q (7129.670000 sec): 3 clusters
  Score: Raw -6096813.334591 + Penalty 12297.535941 = -6084515.798650
  nChanged 66
		SP:Iteration 20F (7129.840000 sec): 3 clusters
  Score: Raw -6096824.941503 + Penalty 12297.535941 = -6084527.405563
  nChanged 54
		SP:Iteration 21Q (7130.000000 sec): 3 clusters
  Score: Raw -6096834.016560 + Penalty 12297.535941 = -6084536.480619
  nChanged 48
		SP:Iteration 22Q (7130.170000 sec): 3 clusters
  Score: Raw -6096842.621380 + Penalty 12297.535941 = -6084545.085439
  nChanged 41
		SP:Iteration 23Q (7130.340000 sec): 3 clusters
  Score: Raw -6096849.498284 + Penalty 12297.535941 = -6084551.962343
  nChanged 39
		SP:Iteration 24Q (7130.500000 sec): 3 clusters
  Score: Raw -6096855.754762 + Penalty 12297.535941 = -6084558.218821
  nChanged 34
		SP:Iteration 25Q (7130.660000 sec): 3 clusters
  Score: Raw -6096862.027215 + Penalty 12297.535941 = -6084564.491274
  nChanged 40
		SP:Iteration 26Q (7130.830000 sec): 3 clusters
  Score: Raw -6096869.246912 + Penalty 12297.535941 = -6084571.710972
  nChanged 48
		SP:Iteration 27Q (7131.000000 sec): 3 clusters
  Score: Raw -6096877.483109 + Penalty 12297.535941 = -6084579.947168
  nChanged 39
		SP:Iteration 28Q (7131.160000 sec): 3 clusters
  Score: Raw -6096884.152725 + Penalty 12297.535941 = -6084586.616784
  nChanged 35
		SP:Iteration 29Q (7131.320000 sec): 3 clusters
  Score: Raw -6096890.623148 + Penalty 12297.535941 = -6084593.087207
  nChanged 41
		SP:Iteration 30Q (7131.490000 sec): 3 clusters
  Score: Raw -6096897.848043 + Penalty 12297.535941 = -6084600.312103
  nChanged 41
		SP:Iteration 31Q (7131.660000 sec): 3 clusters
  Score: Raw -6096904.571631 + Penalty 12297.535941 = -6084607.035690
  nChanged 31
		SP:Iteration 32Q (7131.820000 sec): 3 clusters
  Score: Raw -6096909.198181 + Penalty 12297.535941 = -6084611.662240
  nChanged 21
		SP:Iteration 33Q (7131.990000 sec): 3 clusters
  Score: Raw -6096913.150239 + Penalty 12297.535941 = -6084615.614298
  nChanged 19
		SP:Iteration 34Q (7132.150000 sec): 3 clusters
  Score: Raw -6096916.437068 + Penalty 12297.535941 = -6084618.901128
  nChanged 28
		SP:Iteration 35Q (7132.320000 sec): 3 clusters
  Score: Raw -6096921.064583 + Penalty 12297.535941 = -6084623.528642
  nChanged 38
		SP:Iteration 36Q (7132.480000 sec): 3 clusters
  Score: Raw -6096929.107862 + Penalty 12297.535941 = -6084631.571922
  nChanged 29
		SP:Iteration 37Q (7132.650000 sec): 3 clusters
  Score: Raw -6096934.375430 + Penalty 12297.535941 = -6084636.839490
  nChanged 31
		SP:Iteration 38Q (7132.820000 sec): 3 clusters
  Score: Raw -6096940.021744 + Penalty 12297.535941 = -6084642.485803
  nChanged 28
		SP:Iteration 39Q (7132.980000 sec): 3 clusters
  Score: Raw -6096944.703986 + Penalty 12297.535941 = -6084647.168046
  nChanged 28
		SP:Iteration 40F (7133.160000 sec): 3 clusters
  Score: Raw -6096948.910650 + Penalty 12297.535941 = -6084651.374709
  nChanged 26
		SP:Iteration 41Q (7133.320000 sec): 3 clusters
  Score: Raw -6096953.870692 + Penalty 12297.535941 = -6084656.334751
  nChanged 33
		SP:Iteration 42Q (7133.480000 sec): 3 clusters
  Score: Raw -6096960.817272 + Penalty 12297.535941 = -6084663.281331
  nChanged 36
		SP:Iteration 43Q (7133.650000 sec): 3 clusters
  Score: Raw -6096971.270869 + Penalty 12297.535941 = -6084673.734929
  nChanged 53
		SP:Iteration 44Q (7133.820000 sec): 3 clusters
  Score: Raw -6096988.048805 + Penalty 12297.535941 = -6084690.512864
  nChanged 75
		SP:Iteration 45Q (7133.980000 sec): 3 clusters
  Score: Raw -6097015.031306 + Penalty 12297.535941 = -6084717.495366
  nChanged 88
		SP:Iteration 46Q (7134.140000 sec): 3 clusters
  Score: Raw -6097057.675362 + Penalty 12297.535941 = -6084760.139422
  nChanged 110
		SP:Iteration 47Q (7134.310000 sec): 3 clusters
  Score: Raw -6097120.690766 + Penalty 12297.535941 = -6084823.154825
  nChanged 138
		SP:Iteration 48Q (7134.470000 sec): 3 clusters
  Score: Raw -6097206.325302 + Penalty 12297.535941 = -6084908.789361
  nChanged 177
		SP:Iteration 49Q (7134.640000 sec): 3 clusters
  Score: Raw -6097317.018787 + Penalty 12297.535941 = -6085019.482846
  nChanged 212
		SP:Iteration 50Q (7134.800000 sec): 3 clusters
  Score: Raw -6097448.354585 + Penalty 12297.535941 = -6085150.818644
  nChanged 236
		SP:Iteration 51Q (7134.970000 sec): 3 clusters
  Score: Raw -6097563.969627 + Penalty 12297.535941 = -6085266.433686
  nChanged 219
		SP:Iteration 52Q (7135.130000 sec): 3 clusters
  Score: Raw -6097653.439881 + Penalty 12297.535941 = -6085355.903941
  nChanged 194
		SP:Iteration 53Q (7135.290000 sec): 3 clusters
  Score: Raw -6097728.103290 + Penalty 12297.535941 = -6085430.567350
  nChanged 156
		SP:Iteration 54Q (7135.450000 sec): 3 clusters
  Score: Raw -6097778.283830 + Penalty 12297.535941 = -6085480.747889
  nChanged 143
		SP:Iteration 55Q (7135.610000 sec): 3 clusters
  Score: Raw -6097818.446363 + Penalty 12297.535941 = -6085520.910422
  nChanged 118
		SP:Iteration 56Q (7135.770000 sec): 3 clusters
  Score: Raw -6097849.360052 + Penalty 12297.535941 = -6085551.824112
  nChanged 114
		SP:Iteration 57Q (7135.940000 sec): 3 clusters
  Score: Raw -6097877.051950 + Penalty 12297.535941 = -6085579.516010
  nChanged 94
		SP:Iteration 58Q (7136.100000 sec): 3 clusters
  Score: Raw -6097898.512439 + Penalty 12297.535941 = -6085600.976499
  nChanged 77
		SP:Iteration 59Q (7136.260000 sec): 3 clusters
  Score: Raw -6097915.637529 + Penalty 12297.535941 = -6085618.101588
  nChanged 61
		SP:Iteration 60F (7136.430000 sec): 3 clusters
  Score: Raw -6097927.890506 + Penalty 12297.535941 = -6085630.354566
  nChanged 46
		SP:Iteration 61Q (7136.590000 sec): 3 clusters
  Score: Raw -6097936.193052 + Penalty 12297.535941 = -6085638.657112
  nChanged 36
		SP:Iteration 62Q (7136.750000 sec): 3 clusters
  Score: Raw -6097943.265099 + Penalty 12297.535941 = -6085645.729158
  nChanged 39
		SP:Iteration 63Q (7136.900000 sec): 3 clusters
  Score: Raw -6097950.575978 + Penalty 12297.535941 = -6085653.040037
  nChanged 36
		SP:Iteration 64Q (7137.060000 sec): 3 clusters
  Score: Raw -6097957.754500 + Penalty 12297.535941 = -6085660.218559
  nChanged 31
		SP:Iteration 65Q (7137.220000 sec): 3 clusters
  Score: Raw -6097963.718905 + Penalty 12297.535941 = -6085666.182964
  nChanged 37
		SP:Iteration 66Q (7137.380000 sec): 3 clusters
  Score: Raw -6097971.061607 + Penalty 12297.535941 = -6085673.525666
  nChanged 28
		SP:Iteration 67Q (7137.540000 sec): 3 clusters
  Score: Raw -6097975.750861 + Penalty 12297.535941 = -6085678.214921
  nChanged 22
		SP:Iteration 68Q (7137.700000 sec): 3 clusters
  Score: Raw -6097979.245053 + Penalty 12297.535941 = -6085681.709113
  nChanged 20
		SP:Iteration 69Q (7137.850000 sec): 3 clusters
  Score: Raw -6097982.551232 + Penalty 12297.535941 = -6085685.015291
  nChanged 23
		SP:Iteration 70Q (7138.010000 sec): 3 clusters
  Score: Raw -6097986.743799 + Penalty 12297.535941 = -6085689.207858
  nChanged 17
		SP:Iteration 71Q (7138.170000 sec): 3 clusters
  Score: Raw -6097989.428393 + Penalty 12297.535941 = -6085691.892453
  nChanged 14
		SP:Iteration 72Q (7138.330000 sec): 3 clusters
  Score: Raw -6097991.420609 + Penalty 12297.535941 = -6085693.884668
  nChanged 4
		SP:Iteration 73Q (7138.480000 sec): 3 clusters
  Score: Raw -6097991.927898 + Penalty 12297.535941 = -6085694.391958
  nChanged 4
		SP:Iteration 74Q (7138.640000 sec): 3 clusters
  Score: Raw -6097992.534434 + Penalty 12297.535941 = -6085694.998493
  nChanged 4
		SP:Iteration 75Q (7138.790000 sec): 3 clusters
  Score: Raw -6097993.082910 + Penalty 12297.535941 = -6085695.546969
  nChanged 3
		SP:Iteration 76Q (7138.950000 sec): 3 clusters
  Score: Raw -6097993.500263 + Penalty 12297.535941 = -6085695.964322
  nChanged 4
		SP:Iteration 77Q (7139.110000 sec): 3 clusters
  Score: Raw -6097994.106575 + Penalty 12297.535941 = -6085696.570634
  nChanged 3
		SP:Iteration 78Q (7139.270000 sec): 3 clusters
  Score: Raw -6097994.424519 + Penalty 12297.535941 = -6085696.888578
  nChanged 2
		SP:Iteration 79Q (7139.430000 sec): 3 clusters
  Score: Raw -6097994.700213 + Penalty 12297.535941 = -6085697.164272
  nChanged 1
		SP:Iteration 80F (7139.600000 sec): 3 clusters
  Score: Raw -6097994.805551 + Penalty 12297.535941 = -6085697.269611
  nChanged 1
		SP:Iteration 81Q (7139.750000 sec): 3 clusters
  Score: Raw -6097994.998122 + Penalty 12297.535941 = -6085697.462181
  nChanged 2
		SP:Iteration 82Q (7139.910000 sec): 3 clusters
  Score: Raw -6097995.337043 + Penalty 12297.535941 = -6085697.801102
  nChanged 1
		SP:Iteration 83Q (7140.070000 sec): 3 clusters
  Score: Raw -6097995.421726 + Penalty 12297.535941 = -6085697.885785
  nChanged 1
		SP:Iteration 84Q (7140.230000 sec): 3 clusters
  Score: Raw -6097995.584570 + Penalty 12297.535941 = -6085698.048630
  nChanged 1
		SP:Iteration 85Q (7140.390000 sec): 3 clusters
  Score: Raw -6097995.834174 + Penalty 12297.535941 = -6085698.298234
  nChanged 2
		SP:Iteration 86Q (7140.540000 sec): 3 clusters
  Score: Raw -6097996.193867 + Penalty 12297.535941 = -6085698.657926
  nChanged 1
		SP:Iteration 87Q (7140.700000 sec): 3 clusters
  Score: Raw -6097996.288731 + Penalty 12297.535941 = -6085698.752791
  nChanged 0
		SP:Iteration 88F (7140.870000 sec): 3 clusters
  Score: Raw -6097996.288731 + Penalty 12297.535941 = -6085698.752791
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 15 (16285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7140.980000 sec): 2 clusters
  Score: Raw -4316409.960034 + Penalty 5940.024827 = -4310469.935207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7141.100000 sec): 3 clusters
  Score: Raw -4308133.097378 + Penalty 11880.049654 = -4296253.047724
  nChanged 6457
		SP:Iteration 1F (7141.230000 sec): 3 clusters
  Score: Raw -4311683.177551 + Penalty 11880.049654 = -4299803.127897
  nChanged 1151
		SP:Iteration 2F (7141.350000 sec): 3 clusters
  Score: Raw -4312369.709010 + Penalty 11880.049654 = -4300489.659355
  nChanged 906
		SP:Iteration 3F (7141.470000 sec): 3 clusters
  Score: Raw -4312980.805133 + Penalty 11880.049654 = -4301100.755479
  nChanged 841
		SP:Iteration 4F (7141.600000 sec): 3 clusters
  Score: Raw -4313595.408468 + Penalty 11880.049654 = -4301715.358814
  nChanged 829
		SP:Iteration 5F (7141.720000 sec): 3 clusters
  Score: Raw -4314286.022084 + Penalty 11880.049654 = -4302405.972430
  nChanged 842
		SP:Iteration 6F (7141.840000 sec): 3 clusters
  Score: Raw -4314944.623139 + Penalty 11880.049654 = -4303064.573485
  nChanged 873
		SP:Iteration 7F (7141.970000 sec): 3 clusters
  Score: Raw -4315663.436981 + Penalty 11880.049654 = -4303783.387327
  nChanged 910
		SP:Iteration 8F (7142.090000 sec): 3 clusters
  Score: Raw -4316395.207763 + Penalty 11880.049654 = -4304515.158108
  nChanged 868
		SP:Iteration 9F (7142.210000 sec): 3 clusters
  Score: Raw -4317038.371217 + Penalty 11880.049654 = -4305158.321563
  nChanged 719
		SP:Iteration 10Q (7142.330000 sec): 3 clusters
  Score: Raw -4317495.967097 + Penalty 11880.049654 = -4305615.917443
  nChanged 563
		SP:Iteration 11Q (7142.450000 sec): 3 clusters
  Score: Raw -4317814.647015 + Penalty 11880.049654 = -4305934.597361
  nChanged 424
		SP:Iteration 12Q (7142.570000 sec): 3 clusters
  Score: Raw -4318006.582856 + Penalty 11880.049654 = -4306126.533202
  nChanged 309
		SP:Iteration 13Q (7142.690000 sec): 3 clusters
  Score: Raw -4318136.851951 + Penalty 11880.049654 = -4306256.802296
  nChanged 238
		SP:Iteration 14Q (7142.810000 sec): 3 clusters
  Score: Raw -4318221.898656 + Penalty 11880.049654 = -4306341.849002
  nChanged 176
		SP:Iteration 15Q (7142.930000 sec): 3 clusters
  Score: Raw -4318276.481391 + Penalty 11880.049654 = -4306396.431737
  nChanged 140
		SP:Iteration 16Q (7143.050000 sec): 3 clusters
  Score: Raw -4318316.353101 + Penalty 11880.049654 = -4306436.303447
  nChanged 98
		SP:Iteration 17Q (7143.170000 sec): 3 clusters
  Score: Raw -4318343.668825 + Penalty 11880.049654 = -4306463.619170
  nChanged 86
		SP:Iteration 18Q (7143.290000 sec): 3 clusters
  Score: Raw -4318368.515480 + Penalty 11880.049654 = -4306488.465826
  nChanged 97
		SP:Iteration 19Q (7143.410000 sec): 3 clusters
  Score: Raw -4318394.336300 + Penalty 11880.049654 = -4306514.286646
  nChanged 79
		SP:Iteration 20F (7143.530000 sec): 3 clusters
  Score: Raw -4318414.281257 + Penalty 11880.049654 = -4306534.231603
  nChanged 64
		SP:Iteration 21Q (7143.650000 sec): 3 clusters
  Score: Raw -4318430.194637 + Penalty 11880.049654 = -4306550.144983
  nChanged 53
		SP:Iteration 22Q (7143.770000 sec): 3 clusters
  Score: Raw -4318444.423985 + Penalty 11880.049654 = -4306564.374331
  nChanged 52
		SP:Iteration 23Q (7143.890000 sec): 3 clusters
  Score: Raw -4318456.723088 + Penalty 11880.049654 = -4306576.673434
  nChanged 34
		SP:Iteration 24Q (7144.010000 sec): 3 clusters
  Score: Raw -4318464.456030 + Penalty 11880.049654 = -4306584.406376
  nChanged 43
		SP:Iteration 25Q (7144.130000 sec): 3 clusters
  Score: Raw -4318475.077329 + Penalty 11880.049654 = -4306595.027674
  nChanged 37
		SP:Iteration 26Q (7144.250000 sec): 3 clusters
  Score: Raw -4318483.404867 + Penalty 11880.049654 = -4306603.355213
  nChanged 34
		SP:Iteration 27Q (7144.370000 sec): 3 clusters
  Score: Raw -4318491.564249 + Penalty 11880.049654 = -4306611.514595
  nChanged 31
		SP:Iteration 28Q (7144.490000 sec): 3 clusters
  Score: Raw -4318498.248551 + Penalty 11880.049654 = -4306618.198897
  nChanged 25
		SP:Iteration 29Q (7144.610000 sec): 3 clusters
  Score: Raw -4318503.603006 + Penalty 11880.049654 = -4306623.553352
  nChanged 28
		SP:Iteration 30Q (7144.730000 sec): 3 clusters
  Score: Raw -4318509.786176 + Penalty 11880.049654 = -4306629.736522
  nChanged 20
		SP:Iteration 31Q (7144.850000 sec): 3 clusters
  Score: Raw -4318514.185579 + Penalty 11880.049654 = -4306634.135924
  nChanged 15
		SP:Iteration 32Q (7144.970000 sec): 3 clusters
  Score: Raw -4318517.257162 + Penalty 11880.049654 = -4306637.207508
  nChanged 12
		SP:Iteration 33Q (7145.090000 sec): 3 clusters
  Score: Raw -4318520.058323 + Penalty 11880.049654 = -4306640.008669
  nChanged 19
		SP:Iteration 34Q (7145.210000 sec): 3 clusters
  Score: Raw -4318524.241481 + Penalty 11880.049654 = -4306644.191827
  nChanged 18
		SP:Iteration 35Q (7145.330000 sec): 3 clusters
  Score: Raw -4318528.080663 + Penalty 11880.049654 = -4306648.031009
  nChanged 21
		SP:Iteration 36Q (7145.440000 sec): 3 clusters
  Score: Raw -4318532.767261 + Penalty 11880.049654 = -4306652.717607
  nChanged 19
		SP:Iteration 37Q (7145.560000 sec): 3 clusters
  Score: Raw -4318536.665511 + Penalty 11880.049654 = -4306656.615857
  nChanged 11
		SP:Iteration 38Q (7145.680000 sec): 3 clusters
  Score: Raw -4318539.081879 + Penalty 11880.049654 = -4306659.032225
  nChanged 9
		SP:Iteration 39Q (7145.800000 sec): 3 clusters
  Score: Raw -4318540.790453 + Penalty 11880.049654 = -4306660.740799
  nChanged 9
		SP:Iteration 40F (7145.930000 sec): 3 clusters
  Score: Raw -4318542.694314 + Penalty 11880.049654 = -4306662.644659
  nChanged 13
		SP:Iteration 41Q (7146.050000 sec): 3 clusters
  Score: Raw -4318545.273840 + Penalty 11880.049654 = -4306665.224186
  nChanged 9
		SP:Iteration 42Q (7146.170000 sec): 3 clusters
  Score: Raw -4318546.809095 + Penalty 11880.049654 = -4306666.759441
  nChanged 9
		SP:Iteration 43Q (7146.290000 sec): 3 clusters
  Score: Raw -4318549.313387 + Penalty 11880.049654 = -4306669.263733
  nChanged 8
		SP:Iteration 44Q (7146.410000 sec): 3 clusters
  Score: Raw -4318551.065812 + Penalty 11880.049654 = -4306671.016158
  nChanged 4
		SP:Iteration 45Q (7146.520000 sec): 3 clusters
  Score: Raw -4318551.945811 + Penalty 11880.049654 = -4306671.896157
  nChanged 4
		SP:Iteration 46Q (7146.640000 sec): 3 clusters
  Score: Raw -4318552.685784 + Penalty 11880.049654 = -4306672.636130
  nChanged 5
		SP:Iteration 47Q (7146.760000 sec): 3 clusters
  Score: Raw -4318553.926566 + Penalty 11880.049654 = -4306673.876912
  nChanged 5
		SP:Iteration 48Q (7146.880000 sec): 3 clusters
  Score: Raw -4318554.874590 + Penalty 11880.049654 = -4306674.824935
  nChanged 5
		SP:Iteration 49Q (7147.000000 sec): 3 clusters
  Score: Raw -4318555.963333 + Penalty 11880.049654 = -4306675.913679
  nChanged 10
		SP:Iteration 50Q (7147.120000 sec): 3 clusters
  Score: Raw -4318557.762488 + Penalty 11880.049654 = -4306677.712833
  nChanged 6
		SP:Iteration 51Q (7147.240000 sec): 3 clusters
  Score: Raw -4318559.177731 + Penalty 11880.049654 = -4306679.128076
  nChanged 5
		SP:Iteration 52Q (7147.360000 sec): 3 clusters
  Score: Raw -4318560.492578 + Penalty 11880.049654 = -4306680.442924
  nChanged 7
		SP:Iteration 53Q (7147.480000 sec): 3 clusters
  Score: Raw -4318562.155841 + Penalty 11880.049654 = -4306682.106187
  nChanged 7
		SP:Iteration 54Q (7147.600000 sec): 3 clusters
  Score: Raw -4318563.706548 + Penalty 11880.049654 = -4306683.656894
  nChanged 11
		SP:Iteration 55Q (7147.720000 sec): 3 clusters
  Score: Raw -4318566.132299 + Penalty 11880.049654 = -4306686.082645
  nChanged 10
		SP:Iteration 56Q (7147.840000 sec): 3 clusters
  Score: Raw -4318568.065617 + Penalty 11880.049654 = -4306688.015962
  nChanged 9
		SP:Iteration 57Q (7147.960000 sec): 3 clusters
  Score: Raw -4318569.888237 + Penalty 11880.049654 = -4306689.838583
  nChanged 11
		SP:Iteration 58Q (7148.080000 sec): 3 clusters
  Score: Raw -4318572.357193 + Penalty 11880.049654 = -4306692.307539
  nChanged 10
		SP:Iteration 59Q (7148.200000 sec): 3 clusters
  Score: Raw -4318574.808232 + Penalty 11880.049654 = -4306694.758578
  nChanged 8
		SP:Iteration 60F (7148.320000 sec): 3 clusters
  Score: Raw -4318576.734168 + Penalty 11880.049654 = -4306696.684514
  nChanged 13
		SP:Iteration 61Q (7148.440000 sec): 3 clusters
  Score: Raw -4318580.319321 + Penalty 11880.049654 = -4306700.269667
  nChanged 11
		SP:Iteration 62Q (7148.560000 sec): 3 clusters
  Score: Raw -4318583.206749 + Penalty 11880.049654 = -4306703.157095
  nChanged 12
		SP:Iteration 63Q (7148.680000 sec): 3 clusters
  Score: Raw -4318585.751446 + Penalty 11880.049654 = -4306705.701792
  nChanged 7
		SP:Iteration 64Q (7148.800000 sec): 3 clusters
  Score: Raw -4318587.293726 + Penalty 11880.049654 = -4306707.244071
  nChanged 5
		SP:Iteration 65Q (7148.920000 sec): 3 clusters
  Score: Raw -4318588.247286 + Penalty 11880.049654 = -4306708.197632
  nChanged 6
		SP:Iteration 66Q (7149.040000 sec): 3 clusters
  Score: Raw -4318589.566181 + Penalty 11880.049654 = -4306709.516527
  nChanged 9
		SP:Iteration 67Q (7149.160000 sec): 3 clusters
  Score: Raw -4318591.503226 + Penalty 11880.049654 = -4306711.453571
  nChanged 6
		SP:Iteration 68Q (7149.270000 sec): 3 clusters
  Score: Raw -4318592.658201 + Penalty 11880.049654 = -4306712.608547
  nChanged 2
		SP:Iteration 69Q (7149.390000 sec): 3 clusters
  Score: Raw -4318593.052599 + Penalty 11880.049654 = -4306713.002945
  nChanged 4
		SP:Iteration 70Q (7149.510000 sec): 3 clusters
  Score: Raw -4318593.896719 + Penalty 11880.049654 = -4306713.847065
  nChanged 5
		SP:Iteration 71Q (7149.630000 sec): 3 clusters
  Score: Raw -4318595.207666 + Penalty 11880.049654 = -4306715.158012
  nChanged 5
		SP:Iteration 72Q (7149.750000 sec): 3 clusters
  Score: Raw -4318596.177735 + Penalty 11880.049654 = -4306716.128080
  nChanged 3
		SP:Iteration 73Q (7149.870000 sec): 3 clusters
  Score: Raw -4318596.967742 + Penalty 11880.049654 = -4306716.918087
  nChanged 5
		SP:Iteration 74Q (7149.990000 sec): 3 clusters
  Score: Raw -4318598.230031 + Penalty 11880.049654 = -4306718.180377
  nChanged 3
		SP:Iteration 75Q (7150.110000 sec): 3 clusters
  Score: Raw -4318598.867908 + Penalty 11880.049654 = -4306718.818254
  nChanged 2
		SP:Iteration 76Q (7150.230000 sec): 3 clusters
  Score: Raw -4318599.194087 + Penalty 11880.049654 = -4306719.144432
  nChanged 1
		SP:Iteration 77Q (7150.350000 sec): 3 clusters
  Score: Raw -4318599.384527 + Penalty 11880.049654 = -4306719.334872
  nChanged 1
		SP:Iteration 78Q (7150.470000 sec): 3 clusters
  Score: Raw -4318599.600094 + Penalty 11880.049654 = -4306719.550440
  nChanged 2
		SP:Iteration 79Q (7150.590000 sec): 3 clusters
  Score: Raw -4318599.961851 + Penalty 11880.049654 = -4306719.912197
  nChanged 4
		SP:Iteration 80F (7150.710000 sec): 3 clusters
  Score: Raw -4318600.765156 + Penalty 11880.049654 = -4306720.715502
  nChanged 5
		SP:Iteration 81Q (7150.830000 sec): 3 clusters
  Score: Raw -4318601.970711 + Penalty 11880.049654 = -4306721.921057
  nChanged 4
		SP:Iteration 82Q (7150.950000 sec): 3 clusters
  Score: Raw -4318603.168419 + Penalty 11880.049654 = -4306723.118765
  nChanged 9
		SP:Iteration 83Q (7151.070000 sec): 3 clusters
  Score: Raw -4318605.103569 + Penalty 11880.049654 = -4306725.053915
  nChanged 8
		SP:Iteration 84Q (7151.190000 sec): 3 clusters
  Score: Raw -4318606.740444 + Penalty 11880.049654 = -4306726.690790
  nChanged 4
		SP:Iteration 85Q (7151.310000 sec): 3 clusters
  Score: Raw -4318607.507573 + Penalty 11880.049654 = -4306727.457919
  nChanged 3
		SP:Iteration 86Q (7151.430000 sec): 3 clusters
  Score: Raw -4318608.193203 + Penalty 11880.049654 = -4306728.143549
  nChanged 3
		SP:Iteration 87Q (7151.550000 sec): 3 clusters
  Score: Raw -4318608.849337 + Penalty 11880.049654 = -4306728.799683
  nChanged 3
		SP:Iteration 88Q (7151.670000 sec): 3 clusters
  Score: Raw -4318609.284916 + Penalty 11880.049654 = -4306729.235262
  nChanged 2
		SP:Iteration 89Q (7151.790000 sec): 3 clusters
  Score: Raw -4318609.725947 + Penalty 11880.049654 = -4306729.676293
  nChanged 1
		SP:Iteration 90Q (7151.910000 sec): 3 clusters
  Score: Raw -4318609.951276 + Penalty 11880.049654 = -4306729.901622
  nChanged 3
		SP:Iteration 91Q (7152.030000 sec): 3 clusters
  Score: Raw -4318610.471761 + Penalty 11880.049654 = -4306730.422107
  nChanged 2
		SP:Iteration 92Q (7152.150000 sec): 3 clusters
  Score: Raw -4318610.910754 + Penalty 11880.049654 = -4306730.861100
  nChanged 3
		SP:Iteration 93Q (7152.270000 sec): 3 clusters
  Score: Raw -4318611.563652 + Penalty 11880.049654 = -4306731.513998
  nChanged 4
		SP:Iteration 94Q (7152.380000 sec): 3 clusters
  Score: Raw -4318612.356195 + Penalty 11880.049654 = -4306732.306541
  nChanged 2
		SP:Iteration 95Q (7152.510000 sec): 3 clusters
  Score: Raw -4318612.686525 + Penalty 11880.049654 = -4306732.636870
  nChanged 2
		SP:Iteration 96Q (7152.620000 sec): 3 clusters
  Score: Raw -4318612.865546 + Penalty 11880.049654 = -4306732.815892
  nChanged 1
		SP:Iteration 97Q (7152.740000 sec): 3 clusters
  Score: Raw -4318612.964479 + Penalty 11880.049654 = -4306732.914825
  nChanged 0
		SP:Iteration 98F (7152.870000 sec): 3 clusters
  Score: Raw -4318612.964479 + Penalty 11880.049654 = -4306732.914825
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 16 (81186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7153.380000 sec): 2 clusters
  Score: Raw -21596177.069776 + Penalty 6924.005085 = -21589253.064691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7154.010000 sec): 3 clusters
  Score: Raw -21547216.787218 + Penalty 13848.010169 = -21533368.777049
  nChanged 36823
		SP:Iteration 1F (7154.620000 sec): 3 clusters
  Score: Raw -21567492.569209 + Penalty 13848.010169 = -21553644.559040
  nChanged 3720
		SP:Iteration 2Q (7155.250000 sec): 3 clusters
  Score: Raw -21568796.302755 + Penalty 13848.010169 = -21554948.292586
  nChanged 3571
		SP:Iteration 3Q (7155.870000 sec): 3 clusters
  Score: Raw -21570217.876916 + Penalty 13848.010169 = -21556369.866747
  nChanged 3690
		SP:Iteration 4Q (7156.500000 sec): 3 clusters
  Score: Raw -21571942.335421 + Penalty 13848.010169 = -21558094.325252
  nChanged 4072
		SP:Iteration 5F (7157.110000 sec): 3 clusters
  Score: Raw -21574101.903691 + Penalty 13848.010169 = -21560253.893522
  nChanged 4447
		SP:Iteration 6F (7157.730000 sec): 3 clusters
  Score: Raw -21576617.738353 + Penalty 13848.010169 = -21562769.728183
  nChanged 4759
		SP:Iteration 7F (7158.350000 sec): 3 clusters
  Score: Raw -21579286.482579 + Penalty 13848.010169 = -21565438.472409
  nChanged 4687
		SP:Iteration 8F (7158.970000 sec): 3 clusters
  Score: Raw -21581852.472647 + Penalty 13848.010169 = -21568004.462477
  nChanged 4389
		SP:Iteration 9F (7159.580000 sec): 3 clusters
  Score: Raw -21584250.432108 + Penalty 13848.010169 = -21570402.421938
  nChanged 4047
		SP:Iteration 10Q (7160.190000 sec): 3 clusters
  Score: Raw -21586410.931292 + Penalty 13848.010169 = -21572562.921122
  nChanged 3613
		SP:Iteration 11Q (7160.810000 sec): 3 clusters
  Score: Raw -21588414.113117 + Penalty 13848.010169 = -21574566.102947
  nChanged 3270
		SP:Iteration 12Q (7161.420000 sec): 3 clusters
  Score: Raw -21590420.170765 + Penalty 13848.010169 = -21576572.160595
  nChanged 3048
		SP:Iteration 13Q (7162.030000 sec): 3 clusters
  Score: Raw -21592583.062854 + Penalty 13848.010169 = -21578735.052684
  nChanged 2808
		SP:Iteration 14Q (7162.640000 sec): 3 clusters
  Score: Raw -21594810.080810 + Penalty 13848.010169 = -21580962.070641
  nChanged 2507
		SP:Iteration 15Q (7163.250000 sec): 3 clusters
  Score: Raw -21596793.184680 + Penalty 13848.010169 = -21582945.174510
  nChanged 2116
		SP:Iteration 16Q (7163.840000 sec): 3 clusters
  Score: Raw -21598286.724177 + Penalty 13848.010169 = -21584438.714007
  nChanged 1602
		SP:Iteration 17Q (7164.420000 sec): 3 clusters
  Score: Raw -21599332.298612 + Penalty 13848.010169 = -21585484.288442
  nChanged 1270
		SP:Iteration 18Q (7164.980000 sec): 3 clusters
  Score: Raw -21600137.198757 + Penalty 13848.010169 = -21586289.188588
  nChanged 1058
		SP:Iteration 19Q (7165.530000 sec): 3 clusters
  Score: Raw -21600791.848168 + Penalty 13848.010169 = -21586943.837999
  nChanged 887
		SP:Iteration 20F (7166.150000 sec): 3 clusters
  Score: Raw -21601339.082739 + Penalty 13848.010169 = -21587491.072569
  nChanged 769
		SP:Iteration 21Q (7166.670000 sec): 3 clusters
  Score: Raw -21601753.718989 + Penalty 13848.010169 = -21587905.708819
  nChanged 624
		SP:Iteration 22Q (7167.190000 sec): 3 clusters
  Score: Raw -21602021.288514 + Penalty 13848.010169 = -21588173.278345
  nChanged 505
		SP:Iteration 23Q (7167.710000 sec): 3 clusters
  Score: Raw -21602204.365106 + Penalty 13848.010169 = -21588356.354936
  nChanged 451
		SP:Iteration 24Q (7168.210000 sec): 3 clusters
  Score: Raw -21602345.667638 + Penalty 13848.010169 = -21588497.657469
  nChanged 338
		SP:Iteration 25Q (7168.720000 sec): 3 clusters
  Score: Raw -21602436.453788 + Penalty 13848.010169 = -21588588.443618
  nChanged 302
		SP:Iteration 26Q (7169.220000 sec): 3 clusters
  Score: Raw -21602506.944923 + Penalty 13848.010169 = -21588658.934754
  nChanged 242
		SP:Iteration 27Q (7169.730000 sec): 3 clusters
  Score: Raw -21602558.263243 + Penalty 13848.010169 = -21588710.253074
  nChanged 197
		SP:Iteration 28Q (7170.220000 sec): 3 clusters
  Score: Raw -21602595.790889 + Penalty 13848.010169 = -21588747.780719
  nChanged 173
		SP:Iteration 29Q (7170.720000 sec): 3 clusters
  Score: Raw -21602624.306205 + Penalty 13848.010169 = -21588776.296036
  nChanged 130
		SP:Iteration 30Q (7171.210000 sec): 3 clusters
  Score: Raw -21602644.004640 + Penalty 13848.010169 = -21588795.994471
  nChanged 116
		SP:Iteration 31Q (7171.700000 sec): 3 clusters
  Score: Raw -21602661.264327 + Penalty 13848.010169 = -21588813.254158
  nChanged 94
		SP:Iteration 32Q (7172.190000 sec): 3 clusters
  Score: Raw -21602674.152097 + Penalty 13848.010169 = -21588826.141927
  nChanged 86
		SP:Iteration 33Q (7172.680000 sec): 3 clusters
  Score: Raw -21602685.218636 + Penalty 13848.010169 = -21588837.208466
  nChanged 64
		SP:Iteration 34Q (7173.170000 sec): 3 clusters
  Score: Raw -21602692.563327 + Penalty 13848.010169 = -21588844.553157
  nChanged 51
		SP:Iteration 35Q (7173.660000 sec): 3 clusters
  Score: Raw -21602697.225450 + Penalty 13848.010169 = -21588849.215280
  nChanged 49
		SP:Iteration 36Q (7174.150000 sec): 3 clusters
  Score: Raw -21602701.996609 + Penalty 13848.010169 = -21588853.986440
  nChanged 40
		SP:Iteration 37Q (7174.640000 sec): 3 clusters
  Score: Raw -21602705.479918 + Penalty 13848.010169 = -21588857.469749
  nChanged 32
		SP:Iteration 38Q (7175.120000 sec): 3 clusters
  Score: Raw -21602707.961634 + Penalty 13848.010169 = -21588859.951464
  nChanged 27
		SP:Iteration 39Q (7175.610000 sec): 3 clusters
  Score: Raw -21602710.217874 + Penalty 13848.010169 = -21588862.207705
  nChanged 17
		SP:Iteration 40F (7176.220000 sec): 3 clusters
  Score: Raw -21602711.594308 + Penalty 13848.010169 = -21588863.584138
  nChanged 9
		SP:Iteration 41Q (7176.720000 sec): 3 clusters
  Score: Raw -21602712.363745 + Penalty 13848.010169 = -21588864.353575
  nChanged 5
		SP:Iteration 42Q (7177.200000 sec): 3 clusters
  Score: Raw -21602712.727098 + Penalty 13848.010169 = -21588864.716928
  nChanged 6
		SP:Iteration 43Q (7177.690000 sec): 3 clusters
  Score: Raw -21602713.075495 + Penalty 13848.010169 = -21588865.065326
  nChanged 5
		SP:Iteration 44Q (7178.170000 sec): 3 clusters
  Score: Raw -21602713.532182 + Penalty 13848.010169 = -21588865.522013
  nChanged 4
		SP:Iteration 45Q (7178.660000 sec): 3 clusters
  Score: Raw -21602713.842012 + Penalty 13848.010169 = -21588865.831843
  nChanged 4
		SP:Iteration 46Q (7179.150000 sec): 3 clusters
  Score: Raw -21602714.143614 + Penalty 13848.010169 = -21588866.133445
  nChanged 6
		SP:Iteration 47Q (7179.650000 sec): 3 clusters
  Score: Raw -21602714.546990 + Penalty 13848.010169 = -21588866.536821
  nChanged 7
		SP:Iteration 48Q (7180.130000 sec): 3 clusters
  Score: Raw -21602714.943579 + Penalty 13848.010169 = -21588866.933410
  nChanged 4
		SP:Iteration 49Q (7180.620000 sec): 3 clusters
  Score: Raw -21602715.247600 + Penalty 13848.010169 = -21588867.237431
  nChanged 5
		SP:Iteration 50Q (7181.100000 sec): 3 clusters
  Score: Raw -21602715.731993 + Penalty 13848.010169 = -21588867.721824
  nChanged 9
		SP:Iteration 51Q (7181.590000 sec): 3 clusters
  Score: Raw -21602716.269261 + Penalty 13848.010169 = -21588868.259092
  nChanged 8
		SP:Iteration 52Q (7182.080000 sec): 3 clusters
  Score: Raw -21602716.723995 + Penalty 13848.010169 = -21588868.713825
  nChanged 5
		SP:Iteration 53Q (7182.570000 sec): 3 clusters
  Score: Raw -21602717.075866 + Penalty 13848.010169 = -21588869.065697
  nChanged 6
		SP:Iteration 54Q (7183.050000 sec): 3 clusters
  Score: Raw -21602717.614652 + Penalty 13848.010169 = -21588869.604482
  nChanged 8
		SP:Iteration 55Q (7183.540000 sec): 3 clusters
  Score: Raw -21602718.200087 + Penalty 13848.010169 = -21588870.189917
  nChanged 4
		SP:Iteration 56Q (7184.030000 sec): 3 clusters
  Score: Raw -21602718.463617 + Penalty 13848.010169 = -21588870.453448
  nChanged 2
		SP:Iteration 57Q (7184.510000 sec): 3 clusters
  Score: Raw -21602718.597144 + Penalty 13848.010169 = -21588870.586974
  nChanged 3
		SP:Iteration 58Q (7185.000000 sec): 3 clusters
  Score: Raw -21602718.880679 + Penalty 13848.010169 = -21588870.870510
  nChanged 5
		SP:Iteration 59Q (7185.490000 sec): 3 clusters
  Score: Raw -21602719.525782 + Penalty 13848.010169 = -21588871.515613
  nChanged 5
		SP:Iteration 60F (7186.110000 sec): 3 clusters
  Score: Raw -21602719.908718 + Penalty 13848.010169 = -21588871.898548
  nChanged 12
		SP:Iteration 61Q (7186.590000 sec): 3 clusters
  Score: Raw -21602720.910483 + Penalty 13848.010169 = -21588872.900314
  nChanged 6
		SP:Iteration 62Q (7187.080000 sec): 3 clusters
  Score: Raw -21602721.265735 + Penalty 13848.010169 = -21588873.255566
  nChanged 4
		SP:Iteration 63Q (7187.570000 sec): 3 clusters
  Score: Raw -21602721.635957 + Penalty 13848.010169 = -21588873.625787
  nChanged 4
		SP:Iteration 64Q (7188.060000 sec): 3 clusters
  Score: Raw -21602722.085083 + Penalty 13848.010169 = -21588874.074914
  nChanged 8
		SP:Iteration 65Q (7188.550000 sec): 3 clusters
  Score: Raw -21602722.829204 + Penalty 13848.010169 = -21588874.819035
  nChanged 5
		SP:Iteration 66Q (7189.030000 sec): 3 clusters
  Score: Raw -21602723.231858 + Penalty 13848.010169 = -21588875.221689
  nChanged 4
		SP:Iteration 67Q (7189.530000 sec): 3 clusters
  Score: Raw -21602723.409838 + Penalty 13848.010169 = -21588875.399668
  nChanged 2
		SP:Iteration 68Q (7190.020000 sec): 3 clusters
  Score: Raw -21602723.640473 + Penalty 13848.010169 = -21588875.630304
  nChanged 2
		SP:Iteration 69Q (7190.500000 sec): 3 clusters
  Score: Raw -21602723.771624 + Penalty 13848.010169 = -21588875.761454
  nChanged 2
		SP:Iteration 70Q (7190.990000 sec): 3 clusters
  Score: Raw -21602723.993588 + Penalty 13848.010169 = -21588875.983418
  nChanged 1
		SP:Iteration 71Q (7191.480000 sec): 3 clusters
  Score: Raw -21602724.032864 + Penalty 13848.010169 = -21588876.022695
  nChanged 2
		SP:Iteration 72Q (7191.960000 sec): 3 clusters
  Score: Raw -21602724.140793 + Penalty 13848.010169 = -21588876.130623
  nChanged 2
		SP:Iteration 73Q (7192.440000 sec): 3 clusters
  Score: Raw -21602724.342463 + Penalty 13848.010169 = -21588876.332294
  nChanged 1
		SP:Iteration 74Q (7192.930000 sec): 3 clusters
  Score: Raw -21602724.408171 + Penalty 13848.010169 = -21588876.398002
  nChanged 2
		SP:Iteration 75Q (7193.420000 sec): 3 clusters
  Score: Raw -21602724.523718 + Penalty 13848.010169 = -21588876.513548
  nChanged 1
		SP:Iteration 76Q (7193.900000 sec): 3 clusters
  Score: Raw -21602724.564489 + Penalty 13848.010169 = -21588876.554320
  nChanged 1
		SP:Iteration 77Q (7194.390000 sec): 3 clusters
  Score: Raw -21602724.650852 + Penalty 13848.010169 = -21588876.640682
  nChanged 1
		SP:Iteration 78Q (7194.880000 sec): 3 clusters
  Score: Raw -21602724.704636 + Penalty 13848.010169 = -21588876.694466
  nChanged 1
		SP:Iteration 79Q (7195.360000 sec): 3 clusters
  Score: Raw -21602724.754152 + Penalty 13848.010169 = -21588876.743983
  nChanged 1
		SP:Iteration 80F (7195.980000 sec): 3 clusters
  Score: Raw -21602724.843056 + Penalty 13848.010169 = -21588876.832887
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 17 (221635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7197.360000 sec): 2 clusters
  Score: Raw -59081867.951271 + Penalty 7539.132138 = -59074328.819133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7199.050000 sec): 3 clusters
  Score: Raw -58940523.511362 + Penalty 15078.264275 = -58925445.247086
  nChanged 104392
		SP:Iteration 1F (7200.750000 sec): 3 clusters
  Score: Raw -59000328.476413 + Penalty 15078.264275 = -58985250.212138
  nChanged 7911
		SP:Iteration 2Q (7202.450000 sec): 3 clusters
  Score: Raw -59002517.845930 + Penalty 15078.264275 = -58987439.581655
  nChanged 8850
		SP:Iteration 3Q (7204.140000 sec): 3 clusters
  Score: Raw -59005593.441491 + Penalty 15078.264275 = -58990515.177216
  nChanged 10952
		SP:Iteration 4Q (7205.840000 sec): 3 clusters
  Score: Raw -59010754.498349 + Penalty 15078.264275 = -58995676.234073
  nChanged 14471
		SP:Iteration 5F (7207.520000 sec): 3 clusters
  Score: Raw -59019898.088424 + Penalty 15078.264275 = -59004819.824148
  nChanged 17788
		SP:Iteration 6F (7209.210000 sec): 3 clusters
  Score: Raw -59034120.158400 + Penalty 15078.264275 = -59019041.894124
  nChanged 18760
		SP:Iteration 7F (7210.890000 sec): 3 clusters
  Score: Raw -59051303.656655 + Penalty 15078.264275 = -59036225.392380
  nChanged 15259
		SP:Iteration 8F (7212.560000 sec): 3 clusters
  Score: Raw -59065820.346902 + Penalty 15078.264275 = -59050742.082627
  nChanged 9498
		SP:Iteration 9Q (7214.210000 sec): 3 clusters
  Score: Raw -59074570.535884 + Penalty 15078.264275 = -59059492.271609
  nChanged 4891
		SP:Iteration 10Q (7215.720000 sec): 3 clusters
  Score: Raw -59078840.040875 + Penalty 15078.264275 = -59063761.776599
  nChanged 2229
		SP:Iteration 11Q (7217.080000 sec): 3 clusters
  Score: Raw -59080804.610738 + Penalty 15078.264275 = -59065726.346462
  nChanged 1087
		SP:Iteration 12Q (7218.340000 sec): 3 clusters
  Score: Raw -59081774.856115 + Penalty 15078.264275 = -59066696.591839
  nChanged 549
		SP:Iteration 13Q (7219.540000 sec): 3 clusters
  Score: Raw -59082224.209465 + Penalty 15078.264275 = -59067145.945190
  nChanged 303
		SP:Iteration 14Q (7220.730000 sec): 3 clusters
  Score: Raw -59082500.722099 + Penalty 15078.264275 = -59067422.457824
  nChanged 220
		SP:Iteration 15Q (7221.910000 sec): 3 clusters
  Score: Raw -59082685.838611 + Penalty 15078.264275 = -59067607.574335
  nChanged 154
		SP:Iteration 16Q (7223.070000 sec): 3 clusters
  Score: Raw -59082816.993238 + Penalty 15078.264275 = -59067738.728963
  nChanged 110
		SP:Iteration 17Q (7224.230000 sec): 3 clusters
  Score: Raw -59082902.819714 + Penalty 15078.264275 = -59067824.555439
  nChanged 69
		SP:Iteration 18Q (7225.370000 sec): 3 clusters
  Score: Raw -59082957.069280 + Penalty 15078.264275 = -59067878.805005
  nChanged 62
		SP:Iteration 19Q (7226.520000 sec): 3 clusters
  Score: Raw -59083002.222987 + Penalty 15078.264275 = -59067923.958712
  nChanged 52
		SP:Iteration 20F (7228.210000 sec): 3 clusters
  Score: Raw -59083045.212973 + Penalty 15078.264275 = -59067966.948698
  nChanged 50
		SP:Iteration 21Q (7229.360000 sec): 3 clusters
  Score: Raw -59083077.669167 + Penalty 15078.264275 = -59067999.404891
  nChanged 39
		SP:Iteration 22Q (7230.510000 sec): 3 clusters
  Score: Raw -59083101.323366 + Penalty 15078.264275 = -59068023.059091
  nChanged 30
		SP:Iteration 23Q (7231.650000 sec): 3 clusters
  Score: Raw -59083124.038504 + Penalty 15078.264275 = -59068045.774228
  nChanged 21
		SP:Iteration 24Q (7232.800000 sec): 3 clusters
  Score: Raw -59083138.562404 + Penalty 15078.264275 = -59068060.298128
  nChanged 19
		SP:Iteration 25Q (7233.940000 sec): 3 clusters
  Score: Raw -59083149.507799 + Penalty 15078.264275 = -59068071.243523
  nChanged 17
		SP:Iteration 26Q (7235.090000 sec): 3 clusters
  Score: Raw -59083161.469188 + Penalty 15078.264275 = -59068083.204912
  nChanged 15
		SP:Iteration 27Q (7236.230000 sec): 3 clusters
  Score: Raw -59083171.677549 + Penalty 15078.264275 = -59068093.413273
  nChanged 17
		SP:Iteration 28Q (7237.370000 sec): 3 clusters
  Score: Raw -59083181.646173 + Penalty 15078.264275 = -59068103.381897
  nChanged 15
		SP:Iteration 29Q (7238.510000 sec): 3 clusters
  Score: Raw -59083191.134852 + Penalty 15078.264275 = -59068112.870576
  nChanged 14
		SP:Iteration 30Q (7239.650000 sec): 3 clusters
  Score: Raw -59083199.601333 + Penalty 15078.264275 = -59068121.337058
  nChanged 13
		SP:Iteration 31Q (7240.820000 sec): 3 clusters
  Score: Raw -59083205.274936 + Penalty 15078.264275 = -59068127.010660
  nChanged 8
		SP:Iteration 32Q (7241.940000 sec): 3 clusters
  Score: Raw -59083210.273626 + Penalty 15078.264275 = -59068132.009351
  nChanged 7
		SP:Iteration 33Q (7243.070000 sec): 3 clusters
  Score: Raw -59083215.656777 + Penalty 15078.264275 = -59068137.392502
  nChanged 9
		SP:Iteration 34Q (7244.190000 sec): 3 clusters
  Score: Raw -59083220.229624 + Penalty 15078.264275 = -59068141.965348
  nChanged 4
		SP:Iteration 35Q (7245.320000 sec): 3 clusters
  Score: Raw -59083222.396648 + Penalty 15078.264275 = -59068144.132372
  nChanged 2
		SP:Iteration 36Q (7246.440000 sec): 3 clusters
  Score: Raw -59083223.014444 + Penalty 15078.264275 = -59068144.750169
  nChanged 1
		SP:Iteration 37Q (7247.570000 sec): 3 clusters
  Score: Raw -59083223.533698 + Penalty 15078.264275 = -59068145.269422
  nChanged 1
		SP:Iteration 38Q (7248.690000 sec): 3 clusters
  Score: Raw -59083224.329919 + Penalty 15078.264275 = -59068146.065643
  nChanged 3
		SP:Iteration 39Q (7249.820000 sec): 3 clusters
  Score: Raw -59083225.941398 + Penalty 15078.264275 = -59068147.677123
  nChanged 4
		SP:Iteration 40F (7251.490000 sec): 3 clusters
  Score: Raw -59083228.659146 + Penalty 15078.264275 = -59068150.394871
  nChanged 4
		SP:Iteration 41Q (7252.610000 sec): 3 clusters
  Score: Raw -59083230.251772 + Penalty 15078.264275 = -59068151.987496
  nChanged 2
		SP:Iteration 42Q (7253.740000 sec): 3 clusters
  Score: Raw -59083231.113315 + Penalty 15078.264275 = -59068152.849040
  nChanged 4
		SP:Iteration 43Q (7254.870000 sec): 3 clusters
  Score: Raw -59083234.992488 + Penalty 15078.264275 = -59068156.728212
  nChanged 4
		SP:Iteration 44Q (7255.990000 sec): 3 clusters
  Score: Raw -59083237.756928 + Penalty 15078.264275 = -59068159.492652
  nChanged 6
		SP:Iteration 45Q (7257.120000 sec): 3 clusters
  Score: Raw -59083240.253597 + Penalty 15078.264275 = -59068161.989321
  nChanged 2
		SP:Iteration 46Q (7258.250000 sec): 3 clusters
  Score: Raw -59083241.807236 + Penalty 15078.264275 = -59068163.542961
  nChanged 4
		SP:Iteration 47Q (7259.380000 sec): 3 clusters
  Score: Raw -59083244.642705 + Penalty 15078.264275 = -59068166.378429
  nChanged 4
		SP:Iteration 48Q (7260.510000 sec): 3 clusters
  Score: Raw -59083247.284345 + Penalty 15078.264275 = -59068169.020069
  nChanged 3
		SP:Iteration 49Q (7261.630000 sec): 3 clusters
  Score: Raw -59083248.644181 + Penalty 15078.264275 = -59068170.379905
  nChanged 2
		SP:Iteration 50Q (7262.760000 sec): 3 clusters
  Score: Raw -59083249.993992 + Penalty 15078.264275 = -59068171.729716
  nChanged 1
		SP:Iteration 51Q (7263.880000 sec): 3 clusters
  Score: Raw -59083250.617312 + Penalty 15078.264275 = -59068172.353036
  nChanged 3
		SP:Iteration 52Q (7265.010000 sec): 3 clusters
  Score: Raw -59083252.632122 + Penalty 15078.264275 = -59068174.367846
  nChanged 2
		SP:Iteration 53Q (7266.140000 sec): 3 clusters
  Score: Raw -59083254.393448 + Penalty 15078.264275 = -59068176.129173
  nChanged 3
		SP:Iteration 54Q (7267.260000 sec): 3 clusters
  Score: Raw -59083256.234244 + Penalty 15078.264275 = -59068177.969969
  nChanged 3
		SP:Iteration 55Q (7268.390000 sec): 3 clusters
  Score: Raw -59083257.730719 + Penalty 15078.264275 = -59068179.466443
  nChanged 3
		SP:Iteration 56Q (7269.520000 sec): 3 clusters
  Score: Raw -59083259.412209 + Penalty 15078.264275 = -59068181.147934
  nChanged 4
		SP:Iteration 57Q (7270.640000 sec): 3 clusters
  Score: Raw -59083261.668527 + Penalty 15078.264275 = -59068183.404251
  nChanged 4
		SP:Iteration 58Q (7271.760000 sec): 3 clusters
  Score: Raw -59083263.270056 + Penalty 15078.264275 = -59068185.005780
  nChanged 3
		SP:Iteration 59Q (7272.890000 sec): 3 clusters
  Score: Raw -59083265.119034 + Penalty 15078.264275 = -59068186.854758
  nChanged 1
		SP:Iteration 60F (7274.560000 sec): 3 clusters
  Score: Raw -59083265.860115 + Penalty 15078.264275 = -59068187.595840
  nChanged 1
		SP:Iteration 61Q (7275.690000 sec): 3 clusters
  Score: Raw -59083266.932829 + Penalty 15078.264275 = -59068188.668554
  nChanged 1
		SP:Iteration 62Q (7276.820000 sec): 3 clusters
  Score: Raw -59083267.894121 + Penalty 15078.264275 = -59068189.629846
  nChanged 2
		SP:Iteration 63Q (7277.970000 sec): 3 clusters
  Score: Raw -59083269.364014 + Penalty 15078.264275 = -59068191.099739
  nChanged 0
		SP:Iteration 64F (7279.640000 sec): 3 clusters
  Score: Raw -59083269.364014 + Penalty 15078.264275 = -59068191.099739
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 18 (826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7279.780000 sec): 2 clusters
  Score: Raw -172039.561365 + Penalty 4113.914299 = -167925.647067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7279.790000 sec): 3 clusters
  Score: Raw -173386.757605 + Penalty 8227.828598 = -165158.929008
  nChanged 251
		SP:Iteration 1F (7279.790000 sec): 3 clusters
  Score: Raw -174261.735028 + Penalty 8227.828598 = -166033.906430
  nChanged 72
		SP:Iteration 2F (7279.800000 sec): 3 clusters
  Score: Raw -174936.561311 + Penalty 8227.828598 = -166708.732714
  nChanged 82
		SP:Iteration 3F (7279.810000 sec): 3 clusters
  Score: Raw -175515.348192 + Penalty 8227.828598 = -167287.519594
  nChanged 56
		SP:Iteration 4F (7279.810000 sec): 3 clusters
  Score: Raw -175869.004647 + Penalty 8227.828598 = -167641.176049
  nChanged 40
		SP:Iteration 5Q (7279.820000 sec): 3 clusters
  Score: Raw -176360.046323 + Penalty 8227.828598 = -168132.217725
  nChanged 15
		SP:Iteration 6Q (7279.820000 sec): 3 clusters
  Score: Raw -176478.407926 + Penalty 8227.828598 = -168250.579329
  nChanged 8
		SP:Iteration 7Q (7279.830000 sec): 3 clusters
  Score: Raw -176508.908508 + Penalty 8227.828598 = -168281.079911
  nChanged 4
		SP:Iteration 8Q (7279.830000 sec): 3 clusters
  Score: Raw -176590.537621 + Penalty 8227.828598 = -168362.709023
  nChanged 2
		SP:Iteration 9Q (7279.840000 sec): 3 clusters
  Score: Raw -176621.269463 + Penalty 8227.828598 = -168393.440866
  nChanged 2
		SP:Iteration 10Q (7279.840000 sec): 3 clusters
  Score: Raw -176636.300103 + Penalty 8227.828598 = -168408.471505
  nChanged 2
		SP:Iteration 11Q (7279.850000 sec): 3 clusters
  Score: Raw -176640.837471 + Penalty 8227.828598 = -168413.008874
  nChanged 1
		SP:Iteration 12Q (7279.850000 sec): 3 clusters
  Score: Raw -176653.296908 + Penalty 8227.828598 = -168425.468310
  nChanged 1
		SP:Iteration 13Q (7279.860000 sec): 3 clusters
  Score: Raw -176654.750587 + Penalty 8227.828598 = -168426.921989
  nChanged 0
		SP:Iteration 14F (7279.860000 sec): 3 clusters
  Score: Raw -176698.179934 + Penalty 8227.828598 = -168470.351337
  nChanged 5
		SP:Iteration 15Q (7279.870000 sec): 3 clusters
  Score: Raw -177030.191853 + Penalty 8227.828598 = -168802.363255
  nChanged 12
		SP:Iteration 16Q (7279.870000 sec): 3 clusters
  Score: Raw -177091.995288 + Penalty 8227.828598 = -168864.166690
  nChanged 9
		SP:Iteration 17Q (7279.880000 sec): 3 clusters
  Score: Raw -177137.818594 + Penalty 8227.828598 = -168909.989997
  nChanged 2
		SP:Iteration 18Q (7279.880000 sec): 3 clusters
  Score: Raw -177145.561586 + Penalty 8227.828598 = -168917.732988
  nChanged 0
		SP:Iteration 19F (7279.890000 sec): 3 clusters
  Score: Raw -177148.202021 + Penalty 8227.828598 = -168920.373423
  nChanged 2
		SP:Iteration 20F (7279.900000 sec): 3 clusters
  Score: Raw -177433.955277 + Penalty 8227.828598 = -169206.126680
  nChanged 4
		SP:Iteration 21Q (7279.900000 sec): 3 clusters
  Score: Raw -177518.793085 + Penalty 8227.828598 = -169290.964488
  nChanged 3
		SP:Iteration 22Q (7279.900000 sec): 3 clusters
  Score: Raw -177585.638544 + Penalty 8227.828598 = -169357.809947
  nChanged 1
		SP:Iteration 23Q (7279.910000 sec): 3 clusters
  Score: Raw -177648.714961 + Penalty 8227.828598 = -169420.886364
  nChanged 3
		SP:Iteration 24Q (7279.910000 sec): 3 clusters
  Score: Raw -177725.425176 + Penalty 8227.828598 = -169497.596578
  nChanged 3
		SP:Iteration 25Q (7279.920000 sec): 3 clusters
  Score: Raw -177740.130508 + Penalty 8227.828598 = -169512.301911
  nChanged 2
		SP:Iteration 26Q (7279.920000 sec): 3 clusters
  Score: Raw -177750.666625 + Penalty 8227.828598 = -169522.838027
  nChanged 1
		SP:Iteration 27Q (7279.930000 sec): 3 clusters
  Score: Raw -177753.317166 + Penalty 8227.828598 = -169525.488569
  nChanged 0
		SP:Iteration 28F (7279.930000 sec): 3 clusters
  Score: Raw -177755.017359 + Penalty 8227.828598 = -169527.188761
  nChanged 1
		SP:Iteration 29Q (7279.940000 sec): 3 clusters
  Score: Raw -177762.952023 + Penalty 8227.828598 = -169535.123425
  nChanged 1
		SP:Iteration 30Q (7279.940000 sec): 3 clusters
  Score: Raw -177770.879355 + Penalty 8227.828598 = -169543.050758
  nChanged 1
		SP:Iteration 31Q (7279.950000 sec): 3 clusters
  Score: Raw -177774.940002 + Penalty 8227.828598 = -169547.111405
  nChanged 1
		SP:Iteration 32Q (7279.950000 sec): 3 clusters
  Score: Raw -177792.166875 + Penalty 8227.828598 = -169564.338278
  nChanged 0
		SP:Iteration 33F (7279.960000 sec): 3 clusters
  Score: Raw -177792.166875 + Penalty 8227.828598 = -169564.338278
  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 23.66 GB.

 Trying to split cluster 19 (95884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7280.600000 sec): 2 clusters
  Score: Raw -25642765.914143 + Penalty 7025.922824 = -25635739.991319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7281.340000 sec): 3 clusters
  Score: Raw -25584376.285613 + Penalty 14051.845648 = -25570324.439965
  nChanged 43880
		SP:Iteration 1F (7282.070000 sec): 3 clusters
  Score: Raw -25608175.381264 + Penalty 14051.845648 = -25594123.535616
  nChanged 3830
		SP:Iteration 2Q (7282.800000 sec): 3 clusters
  Score: Raw -25609138.687561 + Penalty 14051.845648 = -25595086.841913
  nChanged 3304
		SP:Iteration 3Q (7283.540000 sec): 3 clusters
  Score: Raw -25609932.692404 + Penalty 14051.845648 = -25595880.846757
  nChanged 2979
		SP:Iteration 4Q (7284.280000 sec): 3 clusters
  Score: Raw -25610663.235769 + Penalty 14051.845648 = -25596611.390121
  nChanged 3053
		SP:Iteration 5Q (7285.010000 sec): 3 clusters
  Score: Raw -25611475.726174 + Penalty 14051.845648 = -25597423.880527
  nChanged 3300
		SP:Iteration 6Q (7285.750000 sec): 3 clusters
  Score: Raw -25612563.390589 + Penalty 14051.845648 = -25598511.544941
  nChanged 3916
		SP:Iteration 7Q (7286.480000 sec): 3 clusters
  Score: Raw -25614187.744631 + Penalty 14051.845648 = -25600135.898983
  nChanged 4891
		SP:Iteration 8F (7287.210000 sec): 3 clusters
  Score: Raw -25616750.180325 + Penalty 14051.845648 = -25602698.334677
  nChanged 5944
		SP:Iteration 9F (7287.940000 sec): 3 clusters
  Score: Raw -25620527.038967 + Penalty 14051.845648 = -25606475.193319
  nChanged 6536
		SP:Iteration 10F (7288.670000 sec): 3 clusters
  Score: Raw -25625354.961664 + Penalty 14051.845648 = -25611303.116017
  nChanged 6582
		SP:Iteration 11F (7289.400000 sec): 3 clusters
  Score: Raw -25630704.558208 + Penalty 14051.845648 = -25616652.712560
  nChanged 5535
		SP:Iteration 12F (7290.120000 sec): 3 clusters
  Score: Raw -25635535.536756 + Penalty 14051.845648 = -25621483.691108
  nChanged 4069
		SP:Iteration 13Q (7290.830000 sec): 3 clusters
  Score: Raw -25639248.896312 + Penalty 14051.845648 = -25625197.050665
  nChanged 2355
		SP:Iteration 14Q (7291.510000 sec): 3 clusters
  Score: Raw -25641411.564889 + Penalty 14051.845648 = -25627359.719241
  nChanged 1144
		SP:Iteration 15Q (7292.140000 sec): 3 clusters
  Score: Raw -25642501.314838 + Penalty 14051.845648 = -25628449.469190
  nChanged 468
		SP:Iteration 16Q (7292.710000 sec): 3 clusters
  Score: Raw -25642992.753373 + Penalty 14051.845648 = -25628940.907725
  nChanged 207
		SP:Iteration 17Q (7293.250000 sec): 3 clusters
  Score: Raw -25643213.246496 + Penalty 14051.845648 = -25629161.400848
  nChanged 107
		SP:Iteration 18Q (7293.770000 sec): 3 clusters
  Score: Raw -25643333.295542 + Penalty 14051.845648 = -25629281.449894
  nChanged 52
		SP:Iteration 19Q (7294.290000 sec): 3 clusters
  Score: Raw -25643389.447700 + Penalty 14051.845648 = -25629337.602052
  nChanged 39
		SP:Iteration 20F (7295.010000 sec): 3 clusters
  Score: Raw -25643433.431492 + Penalty 14051.845648 = -25629381.585844
  nChanged 36
		SP:Iteration 21Q (7295.520000 sec): 3 clusters
  Score: Raw -25643473.832163 + Penalty 14051.845648 = -25629421.986515
  nChanged 25
		SP:Iteration 22Q (7296.030000 sec): 3 clusters
  Score: Raw -25643500.851786 + Penalty 14051.845648 = -25629449.006138
  nChanged 12
		SP:Iteration 23Q (7296.540000 sec): 3 clusters
  Score: Raw -25643513.716364 + Penalty 14051.845648 = -25629461.870717
  nChanged 5
		SP:Iteration 24Q (7297.040000 sec): 3 clusters
  Score: Raw -25643518.294738 + Penalty 14051.845648 = -25629466.449090
  nChanged 7
		SP:Iteration 25Q (7297.550000 sec): 3 clusters
  Score: Raw -25643528.600539 + Penalty 14051.845648 = -25629476.754891
  nChanged 8
		SP:Iteration 26Q (7298.050000 sec): 3 clusters
  Score: Raw -25643536.445396 + Penalty 14051.845648 = -25629484.599748
  nChanged 7
		SP:Iteration 27Q (7298.560000 sec): 3 clusters
  Score: Raw -25643544.114425 + Penalty 14051.845648 = -25629492.268777
  nChanged 3
		SP:Iteration 28Q (7299.060000 sec): 3 clusters
  Score: Raw -25643547.147854 + Penalty 14051.845648 = -25629495.302206
  nChanged 3
		SP:Iteration 29Q (7299.570000 sec): 3 clusters
  Score: Raw -25643549.682014 + Penalty 14051.845648 = -25629497.836366
  nChanged 3
		SP:Iteration 30Q (7300.070000 sec): 3 clusters
  Score: Raw -25643553.215789 + Penalty 14051.845648 = -25629501.370141
  nChanged 4
		SP:Iteration 31Q (7300.570000 sec): 3 clusters
  Score: Raw -25643558.781141 + Penalty 14051.845648 = -25629506.935493
  nChanged 2
		SP:Iteration 32Q (7301.070000 sec): 3 clusters
  Score: Raw -25643561.482232 + Penalty 14051.845648 = -25629509.636584
  nChanged 2
		SP:Iteration 33Q (7301.570000 sec): 3 clusters
  Score: Raw -25643563.989393 + Penalty 14051.845648 = -25629512.143745
  nChanged 3
		SP:Iteration 34Q (7302.070000 sec): 3 clusters
  Score: Raw -25643566.674465 + Penalty 14051.845648 = -25629514.828817
  nChanged 0
		SP:Iteration 35F (7302.790000 sec): 3 clusters
  Score: Raw -25643566.674465 + Penalty 14051.845648 = -25629514.828817
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 20 (8575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7302.900000 sec): 2 clusters
  Score: Raw -2237114.488737 + Penalty 5547.171342 = -2231567.317396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7302.970000 sec): 3 clusters
  Score: Raw -2233333.196894 + Penalty 11094.342683 = -2222238.854210
  nChanged 3034
		SP:Iteration 1F (7303.030000 sec): 3 clusters
  Score: Raw -2235272.686759 + Penalty 11094.342683 = -2224178.344076
  nChanged 689
		SP:Iteration 2F (7303.090000 sec): 3 clusters
  Score: Raw -2235754.684193 + Penalty 11094.342683 = -2224660.341510
  nChanged 406
		SP:Iteration 3Q (7303.160000 sec): 3 clusters
  Score: Raw -2236010.521672 + Penalty 11094.342683 = -2224916.178989
  nChanged 300
		SP:Iteration 4Q (7303.230000 sec): 3 clusters
  Score: Raw -2236182.742892 + Penalty 11094.342683 = -2225088.400208
  nChanged 213
		SP:Iteration 5Q (7303.290000 sec): 3 clusters
  Score: Raw -2236290.365736 + Penalty 11094.342683 = -2225196.023053
  nChanged 157
		SP:Iteration 6Q (7303.350000 sec): 3 clusters
  Score: Raw -2236365.060621 + Penalty 11094.342683 = -2225270.717938
  nChanged 134
		SP:Iteration 7Q (7303.420000 sec): 3 clusters
  Score: Raw -2236432.561709 + Penalty 11094.342683 = -2225338.219026
  nChanged 125
		SP:Iteration 8Q (7303.480000 sec): 3 clusters
  Score: Raw -2236491.183358 + Penalty 11094.342683 = -2225396.840675
  nChanged 115
		SP:Iteration 9Q (7303.550000 sec): 3 clusters
  Score: Raw -2236548.446329 + Penalty 11094.342683 = -2225454.103646
  nChanged 111
		SP:Iteration 10Q (7303.610000 sec): 3 clusters
  Score: Raw -2236603.915845 + Penalty 11094.342683 = -2225509.573161
  nChanged 94
		SP:Iteration 11Q (7303.670000 sec): 3 clusters
  Score: Raw -2236645.619743 + Penalty 11094.342683 = -2225551.277060
  nChanged 65
		SP:Iteration 12Q (7303.740000 sec): 3 clusters
  Score: Raw -2236678.722473 + Penalty 11094.342683 = -2225584.379790
  nChanged 66
		SP:Iteration 13Q (7303.800000 sec): 3 clusters
  Score: Raw -2236707.603761 + Penalty 11094.342683 = -2225613.261078
  nChanged 70
		SP:Iteration 14Q (7303.870000 sec): 3 clusters
  Score: Raw -2236739.292373 + Penalty 11094.342683 = -2225644.949690
  nChanged 70
		SP:Iteration 15Q (7303.930000 sec): 3 clusters
  Score: Raw -2236770.811425 + Penalty 11094.342683 = -2225676.468742
  nChanged 68
		SP:Iteration 16Q (7303.990000 sec): 3 clusters
  Score: Raw -2236802.746938 + Penalty 11094.342683 = -2225708.404255
  nChanged 76
		SP:Iteration 17Q (7304.060000 sec): 3 clusters
  Score: Raw -2236841.929907 + Penalty 11094.342683 = -2225747.587224
  nChanged 86
		SP:Iteration 18Q (7304.120000 sec): 3 clusters
  Score: Raw -2236887.488686 + Penalty 11094.342683 = -2225793.146002
  nChanged 71
		SP:Iteration 19Q (7304.190000 sec): 3 clusters
  Score: Raw -2236924.137867 + Penalty 11094.342683 = -2225829.795184
  nChanged 77
		SP:Iteration 20F (7304.250000 sec): 3 clusters
  Score: Raw -2236963.848534 + Penalty 11094.342683 = -2225869.505850
  nChanged 81
		SP:Iteration 21Q (7304.310000 sec): 3 clusters
  Score: Raw -2237005.679845 + Penalty 11094.342683 = -2225911.337162
  nChanged 87
		SP:Iteration 22Q (7304.380000 sec): 3 clusters
  Score: Raw -2237047.208678 + Penalty 11094.342683 = -2225952.865994
  nChanged 71
		SP:Iteration 23Q (7304.440000 sec): 3 clusters
  Score: Raw -2237085.896829 + Penalty 11094.342683 = -2225991.554146
  nChanged 78
		SP:Iteration 24Q (7304.510000 sec): 3 clusters
  Score: Raw -2237131.437993 + Penalty 11094.342683 = -2226037.095309
  nChanged 93
		SP:Iteration 25Q (7304.570000 sec): 3 clusters
  Score: Raw -2237183.372085 + Penalty 11094.342683 = -2226089.029402
  nChanged 96
		SP:Iteration 26Q (7304.630000 sec): 3 clusters
  Score: Raw -2237238.279672 + Penalty 11094.342683 = -2226143.936988
  nChanged 107
		SP:Iteration 27Q (7304.700000 sec): 3 clusters
  Score: Raw -2237305.243619 + Penalty 11094.342683 = -2226210.900936
  nChanged 142
		SP:Iteration 28Q (7304.760000 sec): 3 clusters
  Score: Raw -2237423.593018 + Penalty 11094.342683 = -2226329.250335
  nChanged 162
		SP:Iteration 29Q (7304.830000 sec): 3 clusters
  Score: Raw -2237589.961168 + Penalty 11094.342683 = -2226495.618485
  nChanged 196
		SP:Iteration 30Q (7304.890000 sec): 3 clusters
  Score: Raw -2237872.121016 + Penalty 11094.342683 = -2226777.778333
  nChanged 260
		SP:Iteration 31Q (7304.950000 sec): 3 clusters
  Score: Raw -2238446.575966 + Penalty 11094.342683 = -2227352.233282
  nChanged 318
		SP:Iteration 32Q (7305.010000 sec): 3 clusters
  Score: Raw -2239335.195028 + Penalty 11094.342683 = -2228240.852344
  nChanged 367
		SP:Iteration 33Q (7305.070000 sec): 3 clusters
  Score: Raw -2239900.731894 + Penalty 11094.342683 = -2228806.389211
  nChanged 295
		SP:Iteration 34Q (7305.120000 sec): 3 clusters
  Score: Raw -2240180.688440 + Penalty 11094.342683 = -2229086.345757
  nChanged 243
		SP:Iteration 35Q (7305.180000 sec): 3 clusters
  Score: Raw -2240436.038289 + Penalty 11094.342683 = -2229341.695605
  nChanged 217
		SP:Iteration 36Q (7305.230000 sec): 3 clusters
  Score: Raw -2240683.958891 + Penalty 11094.342683 = -2229589.616208
  nChanged 183
		SP:Iteration 37Q (7305.290000 sec): 3 clusters
  Score: Raw -2240918.250026 + Penalty 11094.342683 = -2229823.907342
  nChanged 160
		SP:Iteration 38Q (7305.350000 sec): 3 clusters
  Score: Raw -2241180.126193 + Penalty 11094.342683 = -2230085.783510
  nChanged 145
		SP:Iteration 39Q (7305.400000 sec): 3 clusters
  Score: Raw -2241461.168763 + Penalty 11094.342683 = -2230366.826080
  nChanged 123
		SP:Iteration 40F (7305.470000 sec): 3 clusters
  Score: Raw -2241727.706734 + Penalty 11094.342683 = -2230633.364051
  nChanged 95
		SP:Iteration 41Q (7305.510000 sec): 3 clusters
  Score: Raw -2241980.739568 + Penalty 11094.342683 = -2230886.396885
  nChanged 90
		SP:Iteration 42Q (7305.560000 sec): 3 clusters
  Score: Raw -2242156.093351 + Penalty 11094.342683 = -2231061.750667
  nChanged 58
		SP:Iteration 43Q (7305.610000 sec): 3 clusters
  Score: Raw -2242218.513424 + Penalty 11094.342683 = -2231124.170741
  nChanged 32
		SP:Iteration 44Q (7305.650000 sec): 3 clusters
  Score: Raw -2242246.709222 + Penalty 11094.342683 = -2231152.366539
  nChanged 28
		SP:Iteration 45Q (7305.690000 sec): 3 clusters
  Score: Raw -2242269.791345 + Penalty 11094.342683 = -2231175.448662
  nChanged 11
		SP:Iteration 46Q (7305.740000 sec): 3 clusters
  Score: Raw -2242276.034295 + Penalty 11094.342683 = -2231181.691611
  nChanged 4
		SP:Iteration 47Q (7305.780000 sec): 3 clusters
  Score: Raw -2242278.162738 + Penalty 11094.342683 = -2231183.820055
  nChanged 2
		SP:Iteration 48Q (7305.820000 sec): 3 clusters
  Score: Raw -2242278.892281 + Penalty 11094.342683 = -2231184.549598
  nChanged 1
		SP:Iteration 49Q (7305.870000 sec): 3 clusters
  Score: Raw -2242279.287792 + Penalty 11094.342683 = -2231184.945109
  nChanged 1
		SP:Iteration 50Q (7305.910000 sec): 3 clusters
  Score: Raw -2242279.692808 + Penalty 11094.342683 = -2231185.350125
  nChanged 0
		SP:Iteration 51F (7305.970000 sec): 3 clusters
  Score: Raw -2242279.692808 + Penalty 11094.342683 = -2231185.350125
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 21 (11824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7306.060000 sec): 2 clusters
  Score: Raw -3052039.859024 + Penalty 5743.955569 = -3046295.903455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7306.150000 sec): 3 clusters
  Score: Raw -3046456.992440 + Penalty 11487.911138 = -3034969.081303
  nChanged 4357
		SP:Iteration 1F (7306.240000 sec): 3 clusters
  Score: Raw -3049072.749571 + Penalty 11487.911138 = -3037584.838433
  nChanged 1036
		SP:Iteration 2F (7306.330000 sec): 3 clusters
  Score: Raw -3049838.970238 + Penalty 11487.911138 = -3038351.059100
  nChanged 743
		SP:Iteration 3F (7306.420000 sec): 3 clusters
  Score: Raw -3050384.940670 + Penalty 11487.911138 = -3038897.029532
  nChanged 574
		SP:Iteration 4Q (7306.500000 sec): 3 clusters
  Score: Raw -3050742.726847 + Penalty 11487.911138 = -3039254.815709
  nChanged 437
		SP:Iteration 5Q (7306.590000 sec): 3 clusters
  Score: Raw -3050998.468984 + Penalty 11487.911138 = -3039510.557846
  nChanged 384
		SP:Iteration 6Q (7306.680000 sec): 3 clusters
  Score: Raw -3051214.459714 + Penalty 11487.911138 = -3039726.548576
  nChanged 352
		SP:Iteration 7Q (7306.760000 sec): 3 clusters
  Score: Raw -3051398.537546 + Penalty 11487.911138 = -3039910.626408
  nChanged 303
		SP:Iteration 8Q (7306.850000 sec): 3 clusters
  Score: Raw -3051564.298008 + Penalty 11487.911138 = -3040076.386870
  nChanged 292
		SP:Iteration 9Q (7306.940000 sec): 3 clusters
  Score: Raw -3051720.295925 + Penalty 11487.911138 = -3040232.384788
  nChanged 262
		SP:Iteration 10Q (7307.020000 sec): 3 clusters
  Score: Raw -3051864.731368 + Penalty 11487.911138 = -3040376.820230
  nChanged 268
		SP:Iteration 11Q (7307.100000 sec): 3 clusters
  Score: Raw -3052012.595837 + Penalty 11487.911138 = -3040524.684699
  nChanged 256
		SP:Iteration 12Q (7307.190000 sec): 3 clusters
  Score: Raw -3052160.657241 + Penalty 11487.911138 = -3040672.746103
  nChanged 259
		SP:Iteration 13Q (7307.280000 sec): 3 clusters
  Score: Raw -3052309.529035 + Penalty 11487.911138 = -3040821.617897
  nChanged 269
		SP:Iteration 14Q (7307.360000 sec): 3 clusters
  Score: Raw -3052454.017777 + Penalty 11487.911138 = -3040966.106639
  nChanged 258
		SP:Iteration 15Q (7307.450000 sec): 3 clusters
  Score: Raw -3052587.460745 + Penalty 11487.911138 = -3041099.549607
  nChanged 224
		SP:Iteration 16Q (7307.540000 sec): 3 clusters
  Score: Raw -3052711.969332 + Penalty 11487.911138 = -3041224.058194
  nChanged 211
		SP:Iteration 17Q (7307.620000 sec): 3 clusters
  Score: Raw -3052818.100902 + Penalty 11487.911138 = -3041330.189764
  nChanged 188
		SP:Iteration 18Q (7307.710000 sec): 3 clusters
  Score: Raw -3052918.489559 + Penalty 11487.911138 = -3041430.578422
  nChanged 208
		SP:Iteration 19Q (7307.790000 sec): 3 clusters
  Score: Raw -3053040.901503 + Penalty 11487.911138 = -3041552.990365
  nChanged 218
		SP:Iteration 20F (7307.880000 sec): 3 clusters
  Score: Raw -3053161.852684 + Penalty 11487.911138 = -3041673.941546
  nChanged 199
		SP:Iteration 21Q (7307.960000 sec): 3 clusters
  Score: Raw -3053281.450247 + Penalty 11487.911138 = -3041793.539109
  nChanged 174
		SP:Iteration 22Q (7308.050000 sec): 3 clusters
  Score: Raw -3053384.409483 + Penalty 11487.911138 = -3041896.498345
  nChanged 157
		SP:Iteration 23Q (7308.140000 sec): 3 clusters
  Score: Raw -3053470.608094 + Penalty 11487.911138 = -3041982.696956
  nChanged 154
		SP:Iteration 24Q (7308.220000 sec): 3 clusters
  Score: Raw -3053560.678035 + Penalty 11487.911138 = -3042072.766898
  nChanged 142
		SP:Iteration 25Q (7308.300000 sec): 3 clusters
  Score: Raw -3053642.146503 + Penalty 11487.911138 = -3042154.235365
  nChanged 139
		SP:Iteration 26Q (7308.390000 sec): 3 clusters
  Score: Raw -3053707.978080 + Penalty 11487.911138 = -3042220.066942
  nChanged 99
		SP:Iteration 27Q (7308.470000 sec): 3 clusters
  Score: Raw -3053747.635946 + Penalty 11487.911138 = -3042259.724808
  nChanged 67
		SP:Iteration 28Q (7308.560000 sec): 3 clusters
  Score: Raw -3053777.441173 + Penalty 11487.911138 = -3042289.530035
  nChanged 68
		SP:Iteration 29Q (7308.640000 sec): 3 clusters
  Score: Raw -3053811.016451 + Penalty 11487.911138 = -3042323.105313
  nChanged 64
		SP:Iteration 30Q (7308.720000 sec): 3 clusters
  Score: Raw -3053835.661494 + Penalty 11487.911138 = -3042347.750356
  nChanged 38
		SP:Iteration 31Q (7308.810000 sec): 3 clusters
  Score: Raw -3053849.515461 + Penalty 11487.911138 = -3042361.604323
  nChanged 35
		SP:Iteration 32Q (7308.890000 sec): 3 clusters
  Score: Raw -3053862.966236 + Penalty 11487.911138 = -3042375.055098
  nChanged 38
		SP:Iteration 33Q (7308.980000 sec): 3 clusters
  Score: Raw -3053879.102131 + Penalty 11487.911138 = -3042391.190993
  nChanged 33
		SP:Iteration 34Q (7309.060000 sec): 3 clusters
  Score: Raw -3053891.174516 + Penalty 11487.911138 = -3042403.263378
  nChanged 30
		SP:Iteration 35Q (7309.140000 sec): 3 clusters
  Score: Raw -3053903.805901 + Penalty 11487.911138 = -3042415.894763
  nChanged 30
		SP:Iteration 36Q (7309.230000 sec): 3 clusters
  Score: Raw -3053915.788152 + Penalty 11487.911138 = -3042427.877014
  nChanged 39
		SP:Iteration 37Q (7309.320000 sec): 3 clusters
  Score: Raw -3053930.813372 + Penalty 11487.911138 = -3042442.902234
  nChanged 30
		SP:Iteration 38Q (7309.400000 sec): 3 clusters
  Score: Raw -3053941.226776 + Penalty 11487.911138 = -3042453.315638
  nChanged 32
		SP:Iteration 39Q (7309.490000 sec): 3 clusters
  Score: Raw -3053951.457791 + Penalty 11487.911138 = -3042463.546653
  nChanged 18
		SP:Iteration 40F (7309.570000 sec): 3 clusters
  Score: Raw -3053957.342060 + Penalty 11487.911138 = -3042469.430922
  nChanged 11
		SP:Iteration 41Q (7309.660000 sec): 3 clusters
  Score: Raw -3053961.757002 + Penalty 11487.911138 = -3042473.845864
  nChanged 12
		SP:Iteration 42Q (7309.740000 sec): 3 clusters
  Score: Raw -3053965.546533 + Penalty 11487.911138 = -3042477.635395
  nChanged 11
		SP:Iteration 43Q (7309.830000 sec): 3 clusters
  Score: Raw -3053969.952041 + Penalty 11487.911138 = -3042482.040903
  nChanged 7
		SP:Iteration 44Q (7309.910000 sec): 3 clusters
  Score: Raw -3053972.068639 + Penalty 11487.911138 = -3042484.157501
  nChanged 5
		SP:Iteration 45Q (7309.990000 sec): 3 clusters
  Score: Raw -3053973.884483 + Penalty 11487.911138 = -3042485.973345
  nChanged 3
		SP:Iteration 46Q (7310.080000 sec): 3 clusters
  Score: Raw -3053975.296908 + Penalty 11487.911138 = -3042487.385770
  nChanged 6
		SP:Iteration 47Q (7310.160000 sec): 3 clusters
  Score: Raw -3053977.358438 + Penalty 11487.911138 = -3042489.447300
  nChanged 7
		SP:Iteration 48Q (7310.240000 sec): 3 clusters
  Score: Raw -3053979.842904 + Penalty 11487.911138 = -3042491.931766
  nChanged 4
		SP:Iteration 49Q (7310.330000 sec): 3 clusters
  Score: Raw -3053981.371300 + Penalty 11487.911138 = -3042493.460162
  nChanged 5
		SP:Iteration 50Q (7310.410000 sec): 3 clusters
  Score: Raw -3053982.755329 + Penalty 11487.911138 = -3042494.844191
  nChanged 5
		SP:Iteration 51Q (7310.500000 sec): 3 clusters
  Score: Raw -3053984.289519 + Penalty 11487.911138 = -3042496.378382
  nChanged 6
		SP:Iteration 52Q (7310.580000 sec): 3 clusters
  Score: Raw -3053985.983177 + Penalty 11487.911138 = -3042498.072039
  nChanged 4
		SP:Iteration 53Q (7310.660000 sec): 3 clusters
  Score: Raw -3053987.373678 + Penalty 11487.911138 = -3042499.462540
  nChanged 5
		SP:Iteration 54Q (7310.750000 sec): 3 clusters
  Score: Raw -3053988.691937 + Penalty 11487.911138 = -3042500.780799
  nChanged 4
		SP:Iteration 55Q (7310.830000 sec): 3 clusters
  Score: Raw -3053989.748419 + Penalty 11487.911138 = -3042501.837281
  nChanged 5
		SP:Iteration 56Q (7310.910000 sec): 3 clusters
  Score: Raw -3053991.982880 + Penalty 11487.911138 = -3042504.071742
  nChanged 3
		SP:Iteration 57Q (7311.000000 sec): 3 clusters
  Score: Raw -3053993.231839 + Penalty 11487.911138 = -3042505.320701
  nChanged 2
		SP:Iteration 58Q (7311.080000 sec): 3 clusters
  Score: Raw -3053993.537996 + Penalty 11487.911138 = -3042505.626858
  nChanged 1
		SP:Iteration 59Q (7311.160000 sec): 3 clusters
  Score: Raw -3053993.695044 + Penalty 11487.911138 = -3042505.783906
  nChanged 0
		SP:Iteration 60F (7311.250000 sec): 3 clusters
  Score: Raw -3053993.695044 + Penalty 11487.911138 = -3042505.783906
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 22 (39456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7311.520000 sec): 2 clusters
  Score: Raw -10063624.429838 + Penalty 6482.051611 = -10057142.378226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7311.820000 sec): 3 clusters
  Score: Raw -10041232.891633 + Penalty 12964.103222 = -10028268.788411
  nChanged 17075
		SP:Iteration 1F (7312.130000 sec): 3 clusters
  Score: Raw -10050725.743813 + Penalty 12964.103222 = -10037761.640590
  nChanged 2532
		SP:Iteration 2F (7312.430000 sec): 3 clusters
  Score: Raw -10052091.425561 + Penalty 12964.103222 = -10039127.322339
  nChanged 2333
		SP:Iteration 3F (7312.740000 sec): 3 clusters
  Score: Raw -10053416.151999 + Penalty 12964.103222 = -10040452.048777
  nChanged 2329
		SP:Iteration 4F (7313.040000 sec): 3 clusters
  Score: Raw -10054775.837447 + Penalty 12964.103222 = -10041811.734224
  nChanged 2235
		SP:Iteration 5F (7313.340000 sec): 3 clusters
  Score: Raw -10056005.428311 + Penalty 12964.103222 = -10043041.325089
  nChanged 2039
		SP:Iteration 6F (7313.650000 sec): 3 clusters
  Score: Raw -10057113.733183 + Penalty 12964.103222 = -10044149.629960
  nChanged 1882
		SP:Iteration 7Q (7313.950000 sec): 3 clusters
  Score: Raw -10058104.337238 + Penalty 12964.103222 = -10045140.234016
  nChanged 1624
		SP:Iteration 8Q (7314.250000 sec): 3 clusters
  Score: Raw -10058924.862125 + Penalty 12964.103222 = -10045960.758903
  nChanged 1435
		SP:Iteration 9Q (7314.550000 sec): 3 clusters
  Score: Raw -10059638.784698 + Penalty 12964.103222 = -10046674.681476
  nChanged 1291
		SP:Iteration 10Q (7314.850000 sec): 3 clusters
  Score: Raw -10060238.195863 + Penalty 12964.103222 = -10047274.092641
  nChanged 1136
		SP:Iteration 11Q (7315.150000 sec): 3 clusters
  Score: Raw -10060761.193970 + Penalty 12964.103222 = -10047797.090747
  nChanged 1018
		SP:Iteration 12Q (7315.440000 sec): 3 clusters
  Score: Raw -10061204.576674 + Penalty 12964.103222 = -10048240.473451
  nChanged 913
		SP:Iteration 13Q (7315.740000 sec): 3 clusters
  Score: Raw -10061583.851315 + Penalty 12964.103222 = -10048619.748092
  nChanged 824
		SP:Iteration 14Q (7316.030000 sec): 3 clusters
  Score: Raw -10061923.270450 + Penalty 12964.103222 = -10048959.167228
  nChanged 721
		SP:Iteration 15Q (7316.320000 sec): 3 clusters
  Score: Raw -10062224.390277 + Penalty 12964.103222 = -10049260.287055
  nChanged 640
		SP:Iteration 16Q (7316.610000 sec): 3 clusters
  Score: Raw -10062479.882641 + Penalty 12964.103222 = -10049515.779419
  nChanged 601
		SP:Iteration 17Q (7316.900000 sec): 3 clusters
  Score: Raw -10062717.701383 + Penalty 12964.103222 = -10049753.598160
  nChanged 539
		SP:Iteration 18Q (7317.180000 sec): 3 clusters
  Score: Raw -10062916.929944 + Penalty 12964.103222 = -10049952.826721
  nChanged 450
		SP:Iteration 19Q (7317.460000 sec): 3 clusters
  Score: Raw -10063083.777266 + Penalty 12964.103222 = -10050119.674044
  nChanged 411
		SP:Iteration 20F (7317.760000 sec): 3 clusters
  Score: Raw -10063232.728947 + Penalty 12964.103222 = -10050268.625725
  nChanged 413
		SP:Iteration 21Q (7318.040000 sec): 3 clusters
  Score: Raw -10063362.482446 + Penalty 12964.103222 = -10050398.379224
  nChanged 338
		SP:Iteration 22Q (7318.310000 sec): 3 clusters
  Score: Raw -10063469.835280 + Penalty 12964.103222 = -10050505.732058
  nChanged 302
		SP:Iteration 23Q (7318.580000 sec): 3 clusters
  Score: Raw -10063563.986738 + Penalty 12964.103222 = -10050599.883516
  nChanged 264
		SP:Iteration 24Q (7318.850000 sec): 3 clusters
  Score: Raw -10063644.955276 + Penalty 12964.103222 = -10050680.852054
  nChanged 282
		SP:Iteration 25Q (7319.120000 sec): 3 clusters
  Score: Raw -10063736.178389 + Penalty 12964.103222 = -10050772.075167
  nChanged 292
		SP:Iteration 26Q (7319.380000 sec): 3 clusters
  Score: Raw -10063835.538738 + Penalty 12964.103222 = -10050871.435516
  nChanged 270
		SP:Iteration 27Q (7319.650000 sec): 3 clusters
  Score: Raw -10063925.891787 + Penalty 12964.103222 = -10050961.788565
  nChanged 242
		SP:Iteration 28Q (7319.910000 sec): 3 clusters
  Score: Raw -10064001.816841 + Penalty 12964.103222 = -10051037.713619
  nChanged 237
		SP:Iteration 29Q (7320.180000 sec): 3 clusters
  Score: Raw -10064087.041128 + Penalty 12964.103222 = -10051122.937905
  nChanged 225
		SP:Iteration 30Q (7320.440000 sec): 3 clusters
  Score: Raw -10064172.627800 + Penalty 12964.103222 = -10051208.524578
  nChanged 220
		SP:Iteration 31Q (7320.700000 sec): 3 clusters
  Score: Raw -10064254.839909 + Penalty 12964.103222 = -10051290.736687
  nChanged 221
		SP:Iteration 32Q (7320.960000 sec): 3 clusters
  Score: Raw -10064332.271031 + Penalty 12964.103222 = -10051368.167808
  nChanged 202
		SP:Iteration 33Q (7321.210000 sec): 3 clusters
  Score: Raw -10064402.475970 + Penalty 12964.103222 = -10051438.372748
  nChanged 175
		SP:Iteration 34Q (7321.470000 sec): 3 clusters
  Score: Raw -10064467.282965 + Penalty 12964.103222 = -10051503.179742
  nChanged 174
		SP:Iteration 35Q (7321.720000 sec): 3 clusters
  Score: Raw -10064537.802124 + Penalty 12964.103222 = -10051573.698902
  nChanged 174
		SP:Iteration 36Q (7321.970000 sec): 3 clusters
  Score: Raw -10064610.685820 + Penalty 12964.103222 = -10051646.582597
  nChanged 166
		SP:Iteration 37Q (7322.220000 sec): 3 clusters
  Score: Raw -10064681.473647 + Penalty 12964.103222 = -10051717.370425
  nChanged 148
		SP:Iteration 38Q (7322.480000 sec): 3 clusters
  Score: Raw -10064737.511146 + Penalty 12964.103222 = -10051773.407924
  nChanged 116
		SP:Iteration 39Q (7322.720000 sec): 3 clusters
  Score: Raw -10064776.722767 + Penalty 12964.103222 = -10051812.619544
  nChanged 87
		SP:Iteration 40F (7323.030000 sec): 3 clusters
  Score: Raw -10064807.487705 + Penalty 12964.103222 = -10051843.384482
  nChanged 89
		SP:Iteration 41Q (7323.270000 sec): 3 clusters
  Score: Raw -10064837.806625 + Penalty 12964.103222 = -10051873.703402
  nChanged 80
		SP:Iteration 42Q (7323.520000 sec): 3 clusters
  Score: Raw -10064861.221678 + Penalty 12964.103222 = -10051897.118456
  nChanged 66
		SP:Iteration 43Q (7323.760000 sec): 3 clusters
  Score: Raw -10064879.193327 + Penalty 12964.103222 = -10051915.090105
  nChanged 60
		SP:Iteration 44Q (7324.010000 sec): 3 clusters
  Score: Raw -10064899.426736 + Penalty 12964.103222 = -10051935.323514
  nChanged 56
		SP:Iteration 45Q (7324.250000 sec): 3 clusters
  Score: Raw -10064919.919609 + Penalty 12964.103222 = -10051955.816386
  nChanged 63
		SP:Iteration 46Q (7324.490000 sec): 3 clusters
  Score: Raw -10064940.918279 + Penalty 12964.103222 = -10051976.815057
  nChanged 71
		SP:Iteration 47Q (7324.740000 sec): 3 clusters
  Score: Raw -10064964.218329 + Penalty 12964.103222 = -10052000.115107
  nChanged 60
		SP:Iteration 48Q (7324.980000 sec): 3 clusters
  Score: Raw -10064986.318429 + Penalty 12964.103222 = -10052022.215207
  nChanged 69
		SP:Iteration 49Q (7325.220000 sec): 3 clusters
  Score: Raw -10065010.720183 + Penalty 12964.103222 = -10052046.616961
  nChanged 63
		SP:Iteration 50Q (7325.460000 sec): 3 clusters
  Score: Raw -10065031.691675 + Penalty 12964.103222 = -10052067.588453
  nChanged 54
		SP:Iteration 51Q (7325.700000 sec): 3 clusters
  Score: Raw -10065048.619699 + Penalty 12964.103222 = -10052084.516477
  nChanged 38
		SP:Iteration 52Q (7325.940000 sec): 3 clusters
  Score: Raw -10065061.627002 + Penalty 12964.103222 = -10052097.523780
  nChanged 34
		SP:Iteration 53Q (7326.180000 sec): 3 clusters
  Score: Raw -10065071.412791 + Penalty 12964.103222 = -10052107.309568
  nChanged 35
		SP:Iteration 54Q (7326.420000 sec): 3 clusters
  Score: Raw -10065084.735455 + Penalty 12964.103222 = -10052120.632233
  nChanged 35
		SP:Iteration 55Q (7326.660000 sec): 3 clusters
  Score: Raw -10065096.975404 + Penalty 12964.103222 = -10052132.872181
  nChanged 26
		SP:Iteration 56Q (7326.900000 sec): 3 clusters
  Score: Raw -10065106.138161 + Penalty 12964.103222 = -10052142.034938
  nChanged 33
		SP:Iteration 57Q (7327.140000 sec): 3 clusters
  Score: Raw -10065115.700686 + Penalty 12964.103222 = -10052151.597463
  nChanged 27
		SP:Iteration 58Q (7327.380000 sec): 3 clusters
  Score: Raw -10065126.004303 + Penalty 12964.103222 = -10052161.901080
  nChanged 26
		SP:Iteration 59Q (7327.620000 sec): 3 clusters
  Score: Raw -10065136.023258 + Penalty 12964.103222 = -10052171.920035
  nChanged 30
		SP:Iteration 60F (7327.930000 sec): 3 clusters
  Score: Raw -10065146.331740 + Penalty 12964.103222 = -10052182.228518
  nChanged 21
		SP:Iteration 61Q (7328.170000 sec): 3 clusters
  Score: Raw -10065152.290422 + Penalty 12964.103222 = -10052188.187200
  nChanged 13
		SP:Iteration 62Q (7328.410000 sec): 3 clusters
  Score: Raw -10065156.134809 + Penalty 12964.103222 = -10052192.031587
  nChanged 17
		SP:Iteration 63Q (7328.640000 sec): 3 clusters
  Score: Raw -10065162.058754 + Penalty 12964.103222 = -10052197.955532
  nChanged 16
		SP:Iteration 64Q (7328.880000 sec): 3 clusters
  Score: Raw -10065167.149409 + Penalty 12964.103222 = -10052203.046187
  nChanged 10
		SP:Iteration 65Q (7329.120000 sec): 3 clusters
  Score: Raw -10065170.492741 + Penalty 12964.103222 = -10052206.389519
  nChanged 8
		SP:Iteration 66Q (7329.360000 sec): 3 clusters
  Score: Raw -10065172.734894 + Penalty 12964.103222 = -10052208.631671
  nChanged 9
		SP:Iteration 67Q (7329.610000 sec): 3 clusters
  Score: Raw -10065175.538071 + Penalty 12964.103222 = -10052211.434849
  nChanged 11
		SP:Iteration 68Q (7329.840000 sec): 3 clusters
  Score: Raw -10065178.762954 + Penalty 12964.103222 = -10052214.659732
  nChanged 9
		SP:Iteration 69Q (7330.080000 sec): 3 clusters
  Score: Raw -10065181.468332 + Penalty 12964.103222 = -10052217.365110
  nChanged 10
		SP:Iteration 70Q (7330.320000 sec): 3 clusters
  Score: Raw -10065184.360747 + Penalty 12964.103222 = -10052220.257524
  nChanged 4
		SP:Iteration 71Q (7330.550000 sec): 3 clusters
  Score: Raw -10065186.294421 + Penalty 12964.103222 = -10052222.191199
  nChanged 6
		SP:Iteration 72Q (7330.790000 sec): 3 clusters
  Score: Raw -10065188.051427 + Penalty 12964.103222 = -10052223.948205
  nChanged 5
		SP:Iteration 73Q (7331.020000 sec): 3 clusters
  Score: Raw -10065189.051615 + Penalty 12964.103222 = -10052224.948393
  nChanged 6
		SP:Iteration 74Q (7331.260000 sec): 3 clusters
  Score: Raw -10065190.879884 + Penalty 12964.103222 = -10052226.776661
  nChanged 10
		SP:Iteration 75Q (7331.490000 sec): 3 clusters
  Score: Raw -10065193.662651 + Penalty 12964.103222 = -10052229.559429
  nChanged 6
		SP:Iteration 76Q (7331.730000 sec): 3 clusters
  Score: Raw -10065195.326745 + Penalty 12964.103222 = -10052231.223523
  nChanged 5
		SP:Iteration 77Q (7331.960000 sec): 3 clusters
  Score: Raw -10065197.067995 + Penalty 12964.103222 = -10052232.964772
  nChanged 4
		SP:Iteration 78Q (7332.200000 sec): 3 clusters
  Score: Raw -10065198.461035 + Penalty 12964.103222 = -10052234.357813
  nChanged 3
		SP:Iteration 79Q (7332.440000 sec): 3 clusters
  Score: Raw -10065199.430494 + Penalty 12964.103222 = -10052235.327272
  nChanged 5
		SP:Iteration 80F (7332.740000 sec): 3 clusters
  Score: Raw -10065201.152538 + Penalty 12964.103222 = -10052237.049316
  nChanged 7
		SP:Iteration 81Q (7332.970000 sec): 3 clusters
  Score: Raw -10065203.441894 + Penalty 12964.103222 = -10052239.338672
  nChanged 8
		SP:Iteration 82Q (7333.210000 sec): 3 clusters
  Score: Raw -10065205.656415 + Penalty 12964.103222 = -10052241.553192
  nChanged 5
		SP:Iteration 83Q (7333.440000 sec): 3 clusters
  Score: Raw -10065206.997725 + Penalty 12964.103222 = -10052242.894502
  nChanged 5
		SP:Iteration 84Q (7333.680000 sec): 3 clusters
  Score: Raw -10065208.851258 + Penalty 12964.103222 = -10052244.748036
  nChanged 7
		SP:Iteration 85Q (7333.910000 sec): 3 clusters
  Score: Raw -10065211.255274 + Penalty 12964.103222 = -10052247.152052
  nChanged 9
		SP:Iteration 86Q (7334.150000 sec): 3 clusters
  Score: Raw -10065214.123081 + Penalty 12964.103222 = -10052250.019858
  nChanged 12
		SP:Iteration 87Q (7334.380000 sec): 3 clusters
  Score: Raw -10065217.666923 + Penalty 12964.103222 = -10052253.563701
  nChanged 13
		SP:Iteration 88Q (7334.620000 sec): 3 clusters
  Score: Raw -10065222.043222 + Penalty 12964.103222 = -10052257.939999
  nChanged 13
		SP:Iteration 89Q (7334.860000 sec): 3 clusters
  Score: Raw -10065226.383378 + Penalty 12964.103222 = -10052262.280156
  nChanged 17
		SP:Iteration 90Q (7335.090000 sec): 3 clusters
  Score: Raw -10065232.506975 + Penalty 12964.103222 = -10052268.403753
  nChanged 13
		SP:Iteration 91Q (7335.320000 sec): 3 clusters
  Score: Raw -10065237.074231 + Penalty 12964.103222 = -10052272.971008
  nChanged 7
		SP:Iteration 92Q (7335.560000 sec): 3 clusters
  Score: Raw -10065240.015513 + Penalty 12964.103222 = -10052275.912291
  nChanged 7
		SP:Iteration 93Q (7335.790000 sec): 3 clusters
  Score: Raw -10065242.471840 + Penalty 12964.103222 = -10052278.368617
  nChanged 6
		SP:Iteration 94Q (7336.020000 sec): 3 clusters
  Score: Raw -10065244.603816 + Penalty 12964.103222 = -10052280.500594
  nChanged 5
		SP:Iteration 95Q (7336.260000 sec): 3 clusters
  Score: Raw -10065246.586572 + Penalty 12964.103222 = -10052282.483349
  nChanged 5
		SP:Iteration 96Q (7336.500000 sec): 3 clusters
  Score: Raw -10065248.096248 + Penalty 12964.103222 = -10052283.993026
  nChanged 7
		SP:Iteration 97Q (7336.730000 sec): 3 clusters
  Score: Raw -10065249.914646 + Penalty 12964.103222 = -10052285.811424
  nChanged 5
		SP:Iteration 98Q (7336.970000 sec): 3 clusters
  Score: Raw -10065251.101000 + Penalty 12964.103222 = -10052286.997777
  nChanged 2
		SP:Iteration 99Q (7337.200000 sec): 3 clusters
  Score: Raw -10065251.558891 + Penalty 12964.103222 = -10052287.455669
  nChanged 1
		SP:Iteration 100F (7337.500000 sec): 3 clusters
  Score: Raw -10065251.995200 + Penalty 12964.103222 = -10052287.891978
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 23 (28708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7337.680000 sec): 2 clusters
  Score: Raw -7628210.004187 + Penalty 6287.270304 = -7621922.733883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7337.900000 sec): 3 clusters
  Score: Raw -7612492.856060 + Penalty 12574.540608 = -7599918.315452
  nChanged 12080
		SP:Iteration 1F (7338.120000 sec): 3 clusters
  Score: Raw -7618865.338455 + Penalty 12574.540608 = -7606290.797847
  nChanged 1757
		SP:Iteration 2F (7338.330000 sec): 3 clusters
  Score: Raw -7619605.467449 + Penalty 12574.540608 = -7607030.926841
  nChanged 1448
		SP:Iteration 3F (7338.550000 sec): 3 clusters
  Score: Raw -7620225.029763 + Penalty 12574.540608 = -7607650.489155
  nChanged 1193
		SP:Iteration 4Q (7338.770000 sec): 3 clusters
  Score: Raw -7620741.423382 + Penalty 12574.540608 = -7608166.882774
  nChanged 1074
		SP:Iteration 5Q (7338.980000 sec): 3 clusters
  Score: Raw -7621182.004871 + Penalty 12574.540608 = -7608607.464263
  nChanged 1016
		SP:Iteration 6Q (7339.200000 sec): 3 clusters
  Score: Raw -7621601.180530 + Penalty 12574.540608 = -7609026.639922
  nChanged 938
		SP:Iteration 7Q (7339.420000 sec): 3 clusters
  Score: Raw -7622001.501236 + Penalty 12574.540608 = -7609426.960628
  nChanged 975
		SP:Iteration 8Q (7339.640000 sec): 3 clusters
  Score: Raw -7622446.906674 + Penalty 12574.540608 = -7609872.366066
  nChanged 1018
		SP:Iteration 9Q (7339.860000 sec): 3 clusters
  Score: Raw -7622969.669502 + Penalty 12574.540608 = -7610395.128894
  nChanged 1092
		SP:Iteration 10Q (7340.080000 sec): 3 clusters
  Score: Raw -7623576.657496 + Penalty 12574.540608 = -7611002.116888
  nChanged 1145
		SP:Iteration 11Q (7340.290000 sec): 3 clusters
  Score: Raw -7624341.674210 + Penalty 12574.540608 = -7611767.133602
  nChanged 1211
		SP:Iteration 12Q (7340.510000 sec): 3 clusters
  Score: Raw -7625187.089326 + Penalty 12574.540608 = -7612612.548718
  nChanged 1237
		SP:Iteration 13Q (7340.720000 sec): 3 clusters
  Score: Raw -7626046.395982 + Penalty 12574.540608 = -7613471.855374
  nChanged 1166
		SP:Iteration 14Q (7340.940000 sec): 3 clusters
  Score: Raw -7626876.020511 + Penalty 12574.540608 = -7614301.479903
  nChanged 1073
		SP:Iteration 15Q (7341.150000 sec): 3 clusters
  Score: Raw -7627705.326969 + Penalty 12574.540608 = -7615130.786361
  nChanged 959
		SP:Iteration 16Q (7341.360000 sec): 3 clusters
  Score: Raw -7628505.874835 + Penalty 12574.540608 = -7615931.334227
  nChanged 847
		SP:Iteration 17Q (7341.570000 sec): 3 clusters
  Score: Raw -7629229.606860 + Penalty 12574.540608 = -7616655.066252
  nChanged 675
		SP:Iteration 18Q (7341.770000 sec): 3 clusters
  Score: Raw -7629703.795467 + Penalty 12574.540608 = -7617129.254859
  nChanged 469
		SP:Iteration 19Q (7341.970000 sec): 3 clusters
  Score: Raw -7629957.151039 + Penalty 12574.540608 = -7617382.610431
  nChanged 315
		SP:Iteration 20F (7342.180000 sec): 3 clusters
  Score: Raw -7630084.079268 + Penalty 12574.540608 = -7617509.538660
  nChanged 199
		SP:Iteration 21Q (7342.380000 sec): 3 clusters
  Score: Raw -7630149.046101 + Penalty 12574.540608 = -7617574.505493
  nChanged 133
		SP:Iteration 22Q (7342.560000 sec): 3 clusters
  Score: Raw -7630186.655992 + Penalty 12574.540608 = -7617612.115384
  nChanged 108
		SP:Iteration 23Q (7342.750000 sec): 3 clusters
  Score: Raw -7630213.746458 + Penalty 12574.540608 = -7617639.205850
  nChanged 69
		SP:Iteration 24Q (7342.940000 sec): 3 clusters
  Score: Raw -7630229.859605 + Penalty 12574.540608 = -7617655.318997
  nChanged 55
		SP:Iteration 25Q (7343.130000 sec): 3 clusters
  Score: Raw -7630240.945643 + Penalty 12574.540608 = -7617666.405035
  nChanged 36
		SP:Iteration 26Q (7343.320000 sec): 3 clusters
  Score: Raw -7630249.676198 + Penalty 12574.540608 = -7617675.135590
  nChanged 44
		SP:Iteration 27Q (7343.500000 sec): 3 clusters
  Score: Raw -7630260.032814 + Penalty 12574.540608 = -7617685.492206
  nChanged 29
		SP:Iteration 28Q (7343.690000 sec): 3 clusters
  Score: Raw -7630265.275939 + Penalty 12574.540608 = -7617690.735331
  nChanged 15
		SP:Iteration 29Q (7343.870000 sec): 3 clusters
  Score: Raw -7630267.658932 + Penalty 12574.540608 = -7617693.118324
  nChanged 10
		SP:Iteration 30Q (7344.060000 sec): 3 clusters
  Score: Raw -7630269.256372 + Penalty 12574.540608 = -7617694.715764
  nChanged 5
		SP:Iteration 31Q (7344.240000 sec): 3 clusters
  Score: Raw -7630270.422503 + Penalty 12574.540608 = -7617695.881895
  nChanged 6
		SP:Iteration 32Q (7344.430000 sec): 3 clusters
  Score: Raw -7630271.106790 + Penalty 12574.540608 = -7617696.566182
  nChanged 2
		SP:Iteration 33Q (7344.620000 sec): 3 clusters
  Score: Raw -7630271.277508 + Penalty 12574.540608 = -7617696.736900
  nChanged 0
		SP:Iteration 34F (7344.830000 sec): 3 clusters
  Score: Raw -7630271.277508 + Penalty 12574.540608 = -7617696.736900
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 24 (29415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7345.020000 sec): 2 clusters
  Score: Raw -7761640.350017 + Penalty 6302.171767 = -7755338.178250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7345.240000 sec): 3 clusters
  Score: Raw -7745469.382206 + Penalty 12604.343533 = -7732865.038673
  nChanged 12423
		SP:Iteration 1F (7345.460000 sec): 3 clusters
  Score: Raw -7752277.943133 + Penalty 12604.343533 = -7739673.599600
  nChanged 1973
		SP:Iteration 2F (7345.680000 sec): 3 clusters
  Score: Raw -7753432.321539 + Penalty 12604.343533 = -7740827.978005
  nChanged 1757
		SP:Iteration 3F (7345.900000 sec): 3 clusters
  Score: Raw -7754593.028680 + Penalty 12604.343533 = -7741988.685146
  nChanged 1755
		SP:Iteration 4F (7346.120000 sec): 3 clusters
  Score: Raw -7755816.905650 + Penalty 12604.343533 = -7743212.562116
  nChanged 1768
		SP:Iteration 5F (7346.340000 sec): 3 clusters
  Score: Raw -7757068.758085 + Penalty 12604.343533 = -7744464.414551
  nChanged 1650
		SP:Iteration 6F (7346.560000 sec): 3 clusters
  Score: Raw -7758153.291180 + Penalty 12604.343533 = -7745548.947646
  nChanged 1382
		SP:Iteration 7Q (7346.780000 sec): 3 clusters
  Score: Raw -7759001.220649 + Penalty 12604.343533 = -7746396.877115
  nChanged 1219
		SP:Iteration 8Q (7346.990000 sec): 3 clusters
  Score: Raw -7759771.602234 + Penalty 12604.343533 = -7747167.258700
  nChanged 1081
		SP:Iteration 9Q (7347.210000 sec): 3 clusters
  Score: Raw -7760421.734735 + Penalty 12604.343533 = -7747817.391201
  nChanged 952
		SP:Iteration 10Q (7347.420000 sec): 3 clusters
  Score: Raw -7760988.779526 + Penalty 12604.343533 = -7748384.435992
  nChanged 820
		SP:Iteration 11Q (7347.630000 sec): 3 clusters
  Score: Raw -7761483.571169 + Penalty 12604.343533 = -7748879.227635
  nChanged 732
		SP:Iteration 12Q (7347.840000 sec): 3 clusters
  Score: Raw -7761935.856717 + Penalty 12604.343533 = -7749331.513183
  nChanged 631
		SP:Iteration 13Q (7348.040000 sec): 3 clusters
  Score: Raw -7762333.807461 + Penalty 12604.343533 = -7749729.463928
  nChanged 572
		SP:Iteration 14Q (7348.240000 sec): 3 clusters
  Score: Raw -7762704.206257 + Penalty 12604.343533 = -7750099.862723
  nChanged 470
		SP:Iteration 15Q (7348.440000 sec): 3 clusters
  Score: Raw -7763104.789583 + Penalty 12604.343533 = -7750500.446049
  nChanged 456
		SP:Iteration 16Q (7348.630000 sec): 3 clusters
  Score: Raw -7763645.319802 + Penalty 12604.343533 = -7751040.976269
  nChanged 425
		SP:Iteration 17Q (7348.820000 sec): 3 clusters
  Score: Raw -7764212.314748 + Penalty 12604.343533 = -7751607.971214
  nChanged 375
		SP:Iteration 18Q (7349.000000 sec): 3 clusters
  Score: Raw -7764611.926970 + Penalty 12604.343533 = -7752007.583437
  nChanged 323
		SP:Iteration 19Q (7349.180000 sec): 3 clusters
  Score: Raw -7764847.322220 + Penalty 12604.343533 = -7752242.978686
  nChanged 254
		SP:Iteration 20F (7349.400000 sec): 3 clusters
  Score: Raw -7764991.773151 + Penalty 12604.343533 = -7752387.429618
  nChanged 218
		SP:Iteration 21Q (7349.580000 sec): 3 clusters
  Score: Raw -7765098.226849 + Penalty 12604.343533 = -7752493.883315
  nChanged 170
		SP:Iteration 22Q (7349.750000 sec): 3 clusters
  Score: Raw -7765181.774576 + Penalty 12604.343533 = -7752577.431043
  nChanged 159
		SP:Iteration 23Q (7349.920000 sec): 3 clusters
  Score: Raw -7765251.270074 + Penalty 12604.343533 = -7752646.926540
  nChanged 122
		SP:Iteration 24Q (7350.100000 sec): 3 clusters
  Score: Raw -7765294.773933 + Penalty 12604.343533 = -7752690.430400
  nChanged 99
		SP:Iteration 25Q (7350.280000 sec): 3 clusters
  Score: Raw -7765328.521425 + Penalty 12604.343533 = -7752724.177891
  nChanged 80
		SP:Iteration 26Q (7350.450000 sec): 3 clusters
  Score: Raw -7765351.632199 + Penalty 12604.343533 = -7752747.288666
  nChanged 54
		SP:Iteration 27Q (7350.620000 sec): 3 clusters
  Score: Raw -7765367.169451 + Penalty 12604.343533 = -7752762.825917
  nChanged 47
		SP:Iteration 28Q (7350.800000 sec): 3 clusters
  Score: Raw -7765379.824627 + Penalty 12604.343533 = -7752775.481093
  nChanged 38
		SP:Iteration 29Q (7350.970000 sec): 3 clusters
  Score: Raw -7765389.386650 + Penalty 12604.343533 = -7752785.043116
  nChanged 30
		SP:Iteration 30Q (7351.150000 sec): 3 clusters
  Score: Raw -7765396.823712 + Penalty 12604.343533 = -7752792.480178
  nChanged 26
		SP:Iteration 31Q (7351.320000 sec): 3 clusters
  Score: Raw -7765403.737206 + Penalty 12604.343533 = -7752799.393672
  nChanged 23
		SP:Iteration 32Q (7351.500000 sec): 3 clusters
  Score: Raw -7765408.803162 + Penalty 12604.343533 = -7752804.459629
  nChanged 16
		SP:Iteration 33Q (7351.670000 sec): 3 clusters
  Score: Raw -7765412.946446 + Penalty 12604.343533 = -7752808.602913
  nChanged 14
		SP:Iteration 34Q (7351.840000 sec): 3 clusters
  Score: Raw -7765416.378429 + Penalty 12604.343533 = -7752812.034896
  nChanged 18
		SP:Iteration 35Q (7352.020000 sec): 3 clusters
  Score: Raw -7765419.705238 + Penalty 12604.343533 = -7752815.361704
  nChanged 15
		SP:Iteration 36Q (7352.190000 sec): 3 clusters
  Score: Raw -7765422.655512 + Penalty 12604.343533 = -7752818.311979
  nChanged 9
		SP:Iteration 37Q (7352.360000 sec): 3 clusters
  Score: Raw -7765424.629652 + Penalty 12604.343533 = -7752820.286118
  nChanged 10
		SP:Iteration 38Q (7352.540000 sec): 3 clusters
  Score: Raw -7765426.959954 + Penalty 12604.343533 = -7752822.616420
  nChanged 12
		SP:Iteration 39Q (7352.710000 sec): 3 clusters
  Score: Raw -7765429.391030 + Penalty 12604.343533 = -7752825.047497
  nChanged 11
		SP:Iteration 40F (7352.930000 sec): 3 clusters
  Score: Raw -7765431.366759 + Penalty 12604.343533 = -7752827.023225
  nChanged 7
		SP:Iteration 41Q (7353.100000 sec): 3 clusters
  Score: Raw -7765432.882019 + Penalty 12604.343533 = -7752828.538486
  nChanged 13
		SP:Iteration 42Q (7353.280000 sec): 3 clusters
  Score: Raw -7765435.654550 + Penalty 12604.343533 = -7752831.311016
  nChanged 7
		SP:Iteration 43Q (7353.450000 sec): 3 clusters
  Score: Raw -7765437.487712 + Penalty 12604.343533 = -7752833.144178
  nChanged 7
		SP:Iteration 44Q (7353.620000 sec): 3 clusters
  Score: Raw -7765439.511611 + Penalty 12604.343533 = -7752835.168078
  nChanged 6
		SP:Iteration 45Q (7353.800000 sec): 3 clusters
  Score: Raw -7765440.651206 + Penalty 12604.343533 = -7752836.307672
  nChanged 6
		SP:Iteration 46Q (7353.970000 sec): 3 clusters
  Score: Raw -7765441.579368 + Penalty 12604.343533 = -7752837.235835
  nChanged 5
		SP:Iteration 47Q (7354.140000 sec): 3 clusters
  Score: Raw -7765442.826783 + Penalty 12604.343533 = -7752838.483249
  nChanged 4
		SP:Iteration 48Q (7354.320000 sec): 3 clusters
  Score: Raw -7765443.680215 + Penalty 12604.343533 = -7752839.336681
  nChanged 5
		SP:Iteration 49Q (7354.490000 sec): 3 clusters
  Score: Raw -7765444.684974 + Penalty 12604.343533 = -7752840.341440
  nChanged 3
		SP:Iteration 50Q (7354.660000 sec): 3 clusters
  Score: Raw -7765445.340616 + Penalty 12604.343533 = -7752840.997083
  nChanged 3
		SP:Iteration 51Q (7354.840000 sec): 3 clusters
  Score: Raw -7765445.950460 + Penalty 12604.343533 = -7752841.606927
  nChanged 1
		SP:Iteration 52Q (7355.010000 sec): 3 clusters
  Score: Raw -7765446.072228 + Penalty 12604.343533 = -7752841.728694
  nChanged 0
		SP:Iteration 53F (7355.230000 sec): 3 clusters
  Score: Raw -7765446.072228 + Penalty 12604.343533 = -7752841.728694
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 25 (46315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7355.510000 sec): 2 clusters
  Score: Raw -12154895.290839 + Penalty 6580.222962 = -12148315.067877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7355.870000 sec): 3 clusters
  Score: Raw -12128271.961539 + Penalty 13160.445923 = -12115111.515616
  nChanged 20221
		SP:Iteration 1F (7356.220000 sec): 3 clusters
  Score: Raw -12138849.591716 + Penalty 13160.445923 = -12125689.145793
  nChanged 2425
		SP:Iteration 2F (7356.570000 sec): 3 clusters
  Score: Raw -12139738.541884 + Penalty 13160.445923 = -12126578.095961
  nChanged 2087
		SP:Iteration 3Q (7356.920000 sec): 3 clusters
  Score: Raw -12140480.327838 + Penalty 13160.445923 = -12127319.881915
  nChanged 1879
		SP:Iteration 4Q (7357.270000 sec): 3 clusters
  Score: Raw -12141142.845931 + Penalty 13160.445923 = -12127982.400008
  nChanged 1754
		SP:Iteration 5Q (7357.630000 sec): 3 clusters
  Score: Raw -12141756.938877 + Penalty 13160.445923 = -12128596.492954
  nChanged 1661
		SP:Iteration 6Q (7357.980000 sec): 3 clusters
  Score: Raw -12142362.373425 + Penalty 13160.445923 = -12129201.927502
  nChanged 1632
		SP:Iteration 7Q (7358.330000 sec): 3 clusters
  Score: Raw -12143038.718892 + Penalty 13160.445923 = -12129878.272969
  nChanged 1854
		SP:Iteration 8Q (7358.680000 sec): 3 clusters
  Score: Raw -12143919.373464 + Penalty 13160.445923 = -12130758.927540
  nChanged 2090
		SP:Iteration 9Q (7359.030000 sec): 3 clusters
  Score: Raw -12145038.100093 + Penalty 13160.445923 = -12131877.654170
  nChanged 2230
		SP:Iteration 10Q (7359.380000 sec): 3 clusters
  Score: Raw -12146364.346442 + Penalty 13160.445923 = -12133203.900519
  nChanged 2377
		SP:Iteration 11F (7359.730000 sec): 3 clusters
  Score: Raw -12147975.979332 + Penalty 13160.445923 = -12134815.533409
  nChanged 2426
		SP:Iteration 12F (7360.080000 sec): 3 clusters
  Score: Raw -12149772.296177 + Penalty 13160.445923 = -12136611.850254
  nChanged 2105
		SP:Iteration 13Q (7360.420000 sec): 3 clusters
  Score: Raw -12151358.315678 + Penalty 13160.445923 = -12138197.869755
  nChanged 1678
		SP:Iteration 14Q (7360.760000 sec): 3 clusters
  Score: Raw -12152685.541431 + Penalty 13160.445923 = -12139525.095508
  nChanged 1326
		SP:Iteration 15Q (7361.090000 sec): 3 clusters
  Score: Raw -12153703.296732 + Penalty 13160.445923 = -12140542.850809
  nChanged 857
		SP:Iteration 16Q (7361.400000 sec): 3 clusters
  Score: Raw -12154383.790331 + Penalty 13160.445923 = -12141223.344408
  nChanged 550
		SP:Iteration 17Q (7361.700000 sec): 3 clusters
  Score: Raw -12154843.033799 + Penalty 13160.445923 = -12141682.587876
  nChanged 317
		SP:Iteration 18Q (7361.990000 sec): 3 clusters
  Score: Raw -12155086.034006 + Penalty 13160.445923 = -12141925.588083
  nChanged 211
		SP:Iteration 19Q (7362.270000 sec): 3 clusters
  Score: Raw -12155261.449417 + Penalty 13160.445923 = -12142101.003494
  nChanged 154
		SP:Iteration 20F (7362.620000 sec): 3 clusters
  Score: Raw -12155385.235025 + Penalty 13160.445923 = -12142224.789102
  nChanged 91
		SP:Iteration 21Q (7362.880000 sec): 3 clusters
  Score: Raw -12155464.756466 + Penalty 13160.445923 = -12142304.310543
  nChanged 68
		SP:Iteration 22Q (7363.150000 sec): 3 clusters
  Score: Raw -12155522.005205 + Penalty 13160.445923 = -12142361.559282
  nChanged 52
		SP:Iteration 23Q (7363.410000 sec): 3 clusters
  Score: Raw -12155566.289438 + Penalty 13160.445923 = -12142405.843515
  nChanged 43
		SP:Iteration 24Q (7363.670000 sec): 3 clusters
  Score: Raw -12155596.971775 + Penalty 13160.445923 = -12142436.525852
  nChanged 26
		SP:Iteration 25Q (7363.930000 sec): 3 clusters
  Score: Raw -12155619.274352 + Penalty 13160.445923 = -12142458.828429
  nChanged 22
		SP:Iteration 26Q (7364.180000 sec): 3 clusters
  Score: Raw -12155634.148844 + Penalty 13160.445923 = -12142473.702921
  nChanged 14
		SP:Iteration 27Q (7364.440000 sec): 3 clusters
  Score: Raw -12155643.588392 + Penalty 13160.445923 = -12142483.142469
  nChanged 10
		SP:Iteration 28Q (7364.700000 sec): 3 clusters
  Score: Raw -12155650.500182 + Penalty 13160.445923 = -12142490.054259
  nChanged 9
		SP:Iteration 29Q (7364.960000 sec): 3 clusters
  Score: Raw -12155659.648413 + Penalty 13160.445923 = -12142499.202490
  nChanged 11
		SP:Iteration 30Q (7365.210000 sec): 3 clusters
  Score: Raw -12155667.399728 + Penalty 13160.445923 = -12142506.953805
  nChanged 8
		SP:Iteration 31Q (7365.470000 sec): 3 clusters
  Score: Raw -12155672.495193 + Penalty 13160.445923 = -12142512.049270
  nChanged 4
		SP:Iteration 32Q (7365.720000 sec): 3 clusters
  Score: Raw -12155675.663385 + Penalty 13160.445923 = -12142515.217462
  nChanged 4
		SP:Iteration 33Q (7365.980000 sec): 3 clusters
  Score: Raw -12155678.191753 + Penalty 13160.445923 = -12142517.745830
  nChanged 1
		SP:Iteration 34Q (7366.230000 sec): 3 clusters
  Score: Raw -12155678.872644 + Penalty 13160.445923 = -12142518.426721
  nChanged 3
		SP:Iteration 35Q (7366.490000 sec): 3 clusters
  Score: Raw -12155681.229896 + Penalty 13160.445923 = -12142520.783973
  nChanged 6
		SP:Iteration 36Q (7366.750000 sec): 3 clusters
  Score: Raw -12155685.693908 + Penalty 13160.445923 = -12142525.247985
  nChanged 7
		SP:Iteration 37Q (7367.000000 sec): 3 clusters
  Score: Raw -12155689.527164 + Penalty 13160.445923 = -12142529.081241
  nChanged 5
		SP:Iteration 38Q (7367.260000 sec): 3 clusters
  Score: Raw -12155693.842132 + Penalty 13160.445923 = -12142533.396209
  nChanged 4
		SP:Iteration 39Q (7367.510000 sec): 3 clusters
  Score: Raw -12155696.852961 + Penalty 13160.445923 = -12142536.407038
  nChanged 1
		SP:Iteration 40F (7367.860000 sec): 3 clusters
  Score: Raw -12155697.848787 + Penalty 13160.445923 = -12142537.402864
  nChanged 3
		SP:Iteration 41Q (7368.110000 sec): 3 clusters
  Score: Raw -12155700.652256 + Penalty 13160.445923 = -12142540.206333
  nChanged 7
		SP:Iteration 42Q (7368.370000 sec): 3 clusters
  Score: Raw -12155706.050011 + Penalty 13160.445923 = -12142545.604088
  nChanged 9
		SP:Iteration 43Q (7368.620000 sec): 3 clusters
  Score: Raw -12155712.708300 + Penalty 13160.445923 = -12142552.262377
  nChanged 7
		SP:Iteration 44Q (7368.880000 sec): 3 clusters
  Score: Raw -12155717.815072 + Penalty 13160.445923 = -12142557.369149
  nChanged 4
		SP:Iteration 45Q (7369.130000 sec): 3 clusters
  Score: Raw -12155719.671110 + Penalty 13160.445923 = -12142559.225187
  nChanged 4
		SP:Iteration 46Q (7369.390000 sec): 3 clusters
  Score: Raw -12155723.445397 + Penalty 13160.445923 = -12142562.999474
  nChanged 4
		SP:Iteration 47Q (7369.640000 sec): 3 clusters
  Score: Raw -12155727.365516 + Penalty 13160.445923 = -12142566.919593
  nChanged 5
		SP:Iteration 48Q (7369.900000 sec): 3 clusters
  Score: Raw -12155731.221650 + Penalty 13160.445923 = -12142570.775727
  nChanged 4
		SP:Iteration 49Q (7370.160000 sec): 3 clusters
  Score: Raw -12155733.651780 + Penalty 13160.445923 = -12142573.205857
  nChanged 3
		SP:Iteration 50Q (7370.420000 sec): 3 clusters
  Score: Raw -12155737.032626 + Penalty 13160.445923 = -12142576.586703
  nChanged 5
		SP:Iteration 51Q (7370.670000 sec): 3 clusters
  Score: Raw -12155741.022959 + Penalty 13160.445923 = -12142580.577036
  nChanged 4
		SP:Iteration 52Q (7370.920000 sec): 3 clusters
  Score: Raw -12155743.931517 + Penalty 13160.445923 = -12142583.485594
  nChanged 4
		SP:Iteration 53Q (7371.170000 sec): 3 clusters
  Score: Raw -12155748.321244 + Penalty 13160.445923 = -12142587.875321
  nChanged 9
		SP:Iteration 54Q (7371.420000 sec): 3 clusters
  Score: Raw -12155757.126395 + Penalty 13160.445923 = -12142596.680472
  nChanged 6
		SP:Iteration 55Q (7371.680000 sec): 3 clusters
  Score: Raw -12155761.405879 + Penalty 13160.445923 = -12142600.959956
  nChanged 4
		SP:Iteration 56Q (7371.930000 sec): 3 clusters
  Score: Raw -12155765.531336 + Penalty 13160.445923 = -12142605.085412
  nChanged 4
		SP:Iteration 57Q (7372.200000 sec): 3 clusters
  Score: Raw -12155768.641605 + Penalty 13160.445923 = -12142608.195682
  nChanged 1
		SP:Iteration 58Q (7372.450000 sec): 3 clusters
  Score: Raw -12155769.766978 + Penalty 13160.445923 = -12142609.321055
  nChanged 3
		SP:Iteration 59Q (7372.710000 sec): 3 clusters
  Score: Raw -12155772.615745 + Penalty 13160.445923 = -12142612.169822
  nChanged 2
		SP:Iteration 60F (7373.050000 sec): 3 clusters
  Score: Raw -12155774.401963 + Penalty 13160.445923 = -12142613.956040
  nChanged 1
		SP:Iteration 61Q (7373.310000 sec): 3 clusters
  Score: Raw -12155775.320802 + Penalty 13160.445923 = -12142614.874879
  nChanged 0
		SP:Iteration 62F (7373.650000 sec): 3 clusters
  Score: Raw -12155775.320802 + Penalty 13160.445923 = -12142614.874879
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 26 (5422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7373.720000 sec): 2 clusters
  Score: Raw -1392707.479505 + Penalty 5266.409768 = -1387441.069736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7373.760000 sec): 3 clusters
  Score: Raw -1390571.853677 + Penalty 10532.819537 = -1380039.034140
  nChanged 1770
		SP:Iteration 1F (7373.800000 sec): 3 clusters
  Score: Raw -1391874.752336 + Penalty 10532.819537 = -1381341.932799
  nChanged 467
		SP:Iteration 2F (7373.840000 sec): 3 clusters
  Score: Raw -1392311.004868 + Penalty 10532.819537 = -1381778.185331
  nChanged 255
		SP:Iteration 3Q (7373.880000 sec): 3 clusters
  Score: Raw -1392562.938691 + Penalty 10532.819537 = -1382030.119154
  nChanged 209
		SP:Iteration 4Q (7373.930000 sec): 3 clusters
  Score: Raw -1392779.636444 + Penalty 10532.819537 = -1382246.816907
  nChanged 204
		SP:Iteration 5Q (7373.970000 sec): 3 clusters
  Score: Raw -1392989.973767 + Penalty 10532.819537 = -1382457.154230
  nChanged 190
		SP:Iteration 6Q (7374.010000 sec): 3 clusters
  Score: Raw -1393232.275832 + Penalty 10532.819537 = -1382699.456295
  nChanged 215
		SP:Iteration 7Q (7374.040000 sec): 3 clusters
  Score: Raw -1393507.300440 + Penalty 10532.819537 = -1382974.480904
  nChanged 226
		SP:Iteration 8Q (7374.080000 sec): 3 clusters
  Score: Raw -1393841.723350 + Penalty 10532.819537 = -1383308.903813
  nChanged 261
		SP:Iteration 9Q (7374.130000 sec): 3 clusters
  Score: Raw -1394302.121724 + Penalty 10532.819537 = -1383769.302188
  nChanged 291
		SP:Iteration 10F (7374.170000 sec): 3 clusters
  Score: Raw -1394963.100702 + Penalty 10532.819537 = -1384430.281165
  nChanged 302
		SP:Iteration 11F (7374.210000 sec): 3 clusters
  Score: Raw -1395654.536978 + Penalty 10532.819537 = -1385121.717441
  nChanged 236
		SP:Iteration 12Q (7374.250000 sec): 3 clusters
  Score: Raw -1396049.602284 + Penalty 10532.819537 = -1385516.782748
  nChanged 170
		SP:Iteration 13Q (7374.280000 sec): 3 clusters
  Score: Raw -1396311.183621 + Penalty 10532.819537 = -1385778.364084
  nChanged 107
		SP:Iteration 14Q (7374.320000 sec): 3 clusters
  Score: Raw -1396447.507089 + Penalty 10532.819537 = -1385914.687552
  nChanged 65
		SP:Iteration 15Q (7374.350000 sec): 3 clusters
  Score: Raw -1396526.651443 + Penalty 10532.819537 = -1385993.831906
  nChanged 52
		SP:Iteration 16Q (7374.380000 sec): 3 clusters
  Score: Raw -1396578.656047 + Penalty 10532.819537 = -1386045.836511
  nChanged 45
		SP:Iteration 17Q (7374.410000 sec): 3 clusters
  Score: Raw -1396628.414317 + Penalty 10532.819537 = -1386095.594780
  nChanged 37
		SP:Iteration 18Q (7374.450000 sec): 3 clusters
  Score: Raw -1396690.796797 + Penalty 10532.819537 = -1386157.977260
  nChanged 49
		SP:Iteration 19Q (7374.480000 sec): 3 clusters
  Score: Raw -1396769.472810 + Penalty 10532.819537 = -1386236.653273
  nChanged 54
		SP:Iteration 20F (7374.520000 sec): 3 clusters
  Score: Raw -1396841.509697 + Penalty 10532.819537 = -1386308.690161
  nChanged 53
		SP:Iteration 21Q (7374.550000 sec): 3 clusters
  Score: Raw -1396907.695549 + Penalty 10532.819537 = -1386374.876012
  nChanged 53
		SP:Iteration 22Q (7374.580000 sec): 3 clusters
  Score: Raw -1396997.340017 + Penalty 10532.819537 = -1386464.520480
  nChanged 73
		SP:Iteration 23Q (7374.620000 sec): 3 clusters
  Score: Raw -1397129.643038 + Penalty 10532.819537 = -1386596.823501
  nChanged 79
		SP:Iteration 24Q (7374.640000 sec): 3 clusters
  Score: Raw -1397283.946883 + Penalty 10532.819537 = -1386751.127347
  nChanged 68
		SP:Iteration 25Q (7374.680000 sec): 3 clusters
  Score: Raw -1397399.304004 + Penalty 10532.819537 = -1386866.484467
  nChanged 48
		SP:Iteration 26Q (7374.700000 sec): 3 clusters
  Score: Raw -1397466.787118 + Penalty 10532.819537 = -1386933.967581
  nChanged 39
		SP:Iteration 27Q (7374.730000 sec): 3 clusters
  Score: Raw -1397520.004422 + Penalty 10532.819537 = -1386987.184885
  nChanged 28
		SP:Iteration 28Q (7374.760000 sec): 3 clusters
  Score: Raw -1397551.546609 + Penalty 10532.819537 = -1387018.727073
  nChanged 13
		SP:Iteration 29Q (7374.790000 sec): 3 clusters
  Score: Raw -1397565.812592 + Penalty 10532.819537 = -1387032.993055
  nChanged 8
		SP:Iteration 30Q (7374.820000 sec): 3 clusters
  Score: Raw -1397575.189818 + Penalty 10532.819537 = -1387042.370281
  nChanged 8
		SP:Iteration 31Q (7374.850000 sec): 3 clusters
  Score: Raw -1397588.192860 + Penalty 10532.819537 = -1387055.373323
  nChanged 9
		SP:Iteration 32Q (7374.880000 sec): 3 clusters
  Score: Raw -1397598.429533 + Penalty 10532.819537 = -1387065.609996
  nChanged 10
		SP:Iteration 33Q (7374.900000 sec): 3 clusters
  Score: Raw -1397606.765483 + Penalty 10532.819537 = -1387073.945946
  nChanged 5
		SP:Iteration 34Q (7374.930000 sec): 3 clusters
  Score: Raw -1397610.128340 + Penalty 10532.819537 = -1387077.308803
  nChanged 4
		SP:Iteration 35Q (7374.960000 sec): 3 clusters
  Score: Raw -1397613.092484 + Penalty 10532.819537 = -1387080.272947
  nChanged 4
		SP:Iteration 36Q (7374.990000 sec): 3 clusters
  Score: Raw -1397617.057169 + Penalty 10532.819537 = -1387084.237632
  nChanged 6
		SP:Iteration 37Q (7375.020000 sec): 3 clusters
  Score: Raw -1397623.810822 + Penalty 10532.819537 = -1387090.991285
  nChanged 10
		SP:Iteration 38Q (7375.050000 sec): 3 clusters
  Score: Raw -1397635.659275 + Penalty 10532.819537 = -1387102.839739
  nChanged 11
		SP:Iteration 39Q (7375.080000 sec): 3 clusters
  Score: Raw -1397645.986714 + Penalty 10532.819537 = -1387113.167177
  nChanged 9
		SP:Iteration 40F (7375.120000 sec): 3 clusters
  Score: Raw -1397655.225217 + Penalty 10532.819537 = -1387122.405681
  nChanged 8
		SP:Iteration 41Q (7375.140000 sec): 3 clusters
  Score: Raw -1397661.639774 + Penalty 10532.819537 = -1387128.820237
  nChanged 3
		SP:Iteration 42Q (7375.170000 sec): 3 clusters
  Score: Raw -1397664.314698 + Penalty 10532.819537 = -1387131.495161
  nChanged 2
		SP:Iteration 43Q (7375.200000 sec): 3 clusters
  Score: Raw -1397665.211947 + Penalty 10532.819537 = -1387132.392410
  nChanged 2
		SP:Iteration 44Q (7375.230000 sec): 3 clusters
  Score: Raw -1397665.978061 + Penalty 10532.819537 = -1387133.158525
  nChanged 3
		SP:Iteration 45Q (7375.260000 sec): 3 clusters
  Score: Raw -1397668.606472 + Penalty 10532.819537 = -1387135.786935
  nChanged 6
		SP:Iteration 46Q (7375.280000 sec): 3 clusters
  Score: Raw -1397673.443908 + Penalty 10532.819537 = -1387140.624371
  nChanged 8
		SP:Iteration 47Q (7375.310000 sec): 3 clusters
  Score: Raw -1397680.452935 + Penalty 10532.819537 = -1387147.633398
  nChanged 7
		SP:Iteration 48Q (7375.340000 sec): 3 clusters
  Score: Raw -1397685.873732 + Penalty 10532.819537 = -1387153.054195
  nChanged 4
		SP:Iteration 49Q (7375.370000 sec): 3 clusters
  Score: Raw -1397689.243196 + Penalty 10532.819537 = -1387156.423659
  nChanged 3
		SP:Iteration 50Q (7375.400000 sec): 3 clusters
  Score: Raw -1397691.275329 + Penalty 10532.819537 = -1387158.455792
  nChanged 1
		SP:Iteration 51Q (7375.420000 sec): 3 clusters
  Score: Raw -1397692.570742 + Penalty 10532.819537 = -1387159.751205
  nChanged 0
		SP:Iteration 52F (7375.460000 sec): 3 clusters
  Score: Raw -1397692.570742 + Penalty 10532.819537 = -1387159.751205
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 27 (8926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7375.530000 sec): 2 clusters
  Score: Raw -2325777.041160 + Penalty 5571.743233 = -2320205.297927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7375.600000 sec): 3 clusters
  Score: Raw -2321767.992255 + Penalty 11143.486465 = -2310624.505790
  nChanged 3239
		SP:Iteration 1F (7375.660000 sec): 3 clusters
  Score: Raw -2323702.271083 + Penalty 11143.486465 = -2312558.784618
  nChanged 665
		SP:Iteration 2F (7375.730000 sec): 3 clusters
  Score: Raw -2324115.669410 + Penalty 11143.486465 = -2312972.182944
  nChanged 393
		SP:Iteration 3Q (7375.800000 sec): 3 clusters
  Score: Raw -2324334.375222 + Penalty 11143.486465 = -2313190.888757
  nChanged 280
		SP:Iteration 4Q (7375.860000 sec): 3 clusters
  Score: Raw -2324481.827257 + Penalty 11143.486465 = -2313338.340791
  nChanged 195
		SP:Iteration 5Q (7375.930000 sec): 3 clusters
  Score: Raw -2324584.312981 + Penalty 11143.486465 = -2313440.826516
  nChanged 160
		SP:Iteration 6Q (7376.000000 sec): 3 clusters
  Score: Raw -2324666.716776 + Penalty 11143.486465 = -2313523.230310
  nChanged 135
		SP:Iteration 7Q (7376.070000 sec): 3 clusters
  Score: Raw -2324727.491573 + Penalty 11143.486465 = -2313584.005108
  nChanged 103
		SP:Iteration 8Q (7376.130000 sec): 3 clusters
  Score: Raw -2324776.812146 + Penalty 11143.486465 = -2313633.325680
  nChanged 89
		SP:Iteration 9Q (7376.200000 sec): 3 clusters
  Score: Raw -2324813.935148 + Penalty 11143.486465 = -2313670.448683
  nChanged 73
		SP:Iteration 10Q (7376.270000 sec): 3 clusters
  Score: Raw -2324842.873980 + Penalty 11143.486465 = -2313699.387514
  nChanged 67
		SP:Iteration 11Q (7376.340000 sec): 3 clusters
  Score: Raw -2324872.535708 + Penalty 11143.486465 = -2313729.049243
  nChanged 66
		SP:Iteration 12Q (7376.400000 sec): 3 clusters
  Score: Raw -2324898.213913 + Penalty 11143.486465 = -2313754.727448
  nChanged 59
		SP:Iteration 13Q (7376.470000 sec): 3 clusters
  Score: Raw -2324921.323495 + Penalty 11143.486465 = -2313777.837030
  nChanged 47
		SP:Iteration 14Q (7376.540000 sec): 3 clusters
  Score: Raw -2324937.720823 + Penalty 11143.486465 = -2313794.234357
  nChanged 35
		SP:Iteration 15Q (7376.600000 sec): 3 clusters
  Score: Raw -2324952.350502 + Penalty 11143.486465 = -2313808.864036
  nChanged 38
		SP:Iteration 16Q (7376.670000 sec): 3 clusters
  Score: Raw -2324966.462239 + Penalty 11143.486465 = -2313822.975774
  nChanged 34
		SP:Iteration 17Q (7376.740000 sec): 3 clusters
  Score: Raw -2324979.776659 + Penalty 11143.486465 = -2313836.290193
  nChanged 36
		SP:Iteration 18Q (7376.800000 sec): 3 clusters
  Score: Raw -2324993.019444 + Penalty 11143.486465 = -2313849.532978
  nChanged 34
		SP:Iteration 19Q (7376.870000 sec): 3 clusters
  Score: Raw -2325006.244539 + Penalty 11143.486465 = -2313862.758074
  nChanged 33
		SP:Iteration 20F (7376.940000 sec): 3 clusters
  Score: Raw -2325020.463147 + Penalty 11143.486465 = -2313876.976682
  nChanged 33
		SP:Iteration 21Q (7377.000000 sec): 3 clusters
  Score: Raw -2325031.960599 + Penalty 11143.486465 = -2313888.474133
  nChanged 32
		SP:Iteration 22Q (7377.070000 sec): 3 clusters
  Score: Raw -2325043.910722 + Penalty 11143.486465 = -2313900.424256
  nChanged 30
		SP:Iteration 23Q (7377.140000 sec): 3 clusters
  Score: Raw -2325055.504637 + Penalty 11143.486465 = -2313912.018171
  nChanged 20
		SP:Iteration 24Q (7377.210000 sec): 3 clusters
  Score: Raw -2325061.750280 + Penalty 11143.486465 = -2313918.263815
  nChanged 18
		SP:Iteration 25Q (7377.280000 sec): 3 clusters
  Score: Raw -2325067.045461 + Penalty 11143.486465 = -2313923.558996
  nChanged 13
		SP:Iteration 26Q (7377.340000 sec): 3 clusters
  Score: Raw -2325071.768612 + Penalty 11143.486465 = -2313928.282147
  nChanged 16
		SP:Iteration 27Q (7377.410000 sec): 3 clusters
  Score: Raw -2325077.476185 + Penalty 11143.486465 = -2313933.989720
  nChanged 14
		SP:Iteration 28Q (7377.480000 sec): 3 clusters
  Score: Raw -2325083.140130 + Penalty 11143.486465 = -2313939.653664
  nChanged 13
		SP:Iteration 29Q (7377.540000 sec): 3 clusters
  Score: Raw -2325088.274755 + Penalty 11143.486465 = -2313944.788290
  nChanged 8
		SP:Iteration 30Q (7377.610000 sec): 3 clusters
  Score: Raw -2325091.841377 + Penalty 11143.486465 = -2313948.354912
  nChanged 8
		SP:Iteration 31Q (7377.680000 sec): 3 clusters
  Score: Raw -2325094.144241 + Penalty 11143.486465 = -2313950.657776
  nChanged 6
		SP:Iteration 32Q (7377.740000 sec): 3 clusters
  Score: Raw -2325095.924673 + Penalty 11143.486465 = -2313952.438208
  nChanged 8
		SP:Iteration 33Q (7377.810000 sec): 3 clusters
  Score: Raw -2325098.770527 + Penalty 11143.486465 = -2313955.284062
  nChanged 9
		SP:Iteration 34Q (7377.880000 sec): 3 clusters
  Score: Raw -2325102.015989 + Penalty 11143.486465 = -2313958.529523
  nChanged 6
		SP:Iteration 35Q (7377.940000 sec): 3 clusters
  Score: Raw -2325104.006378 + Penalty 11143.486465 = -2313960.519913
  nChanged 11
		SP:Iteration 36Q (7378.010000 sec): 3 clusters
  Score: Raw -2325108.747277 + Penalty 11143.486465 = -2313965.260812
  nChanged 16
		SP:Iteration 37Q (7378.080000 sec): 3 clusters
  Score: Raw -2325114.644119 + Penalty 11143.486465 = -2313971.157654
  nChanged 17
		SP:Iteration 38Q (7378.140000 sec): 3 clusters
  Score: Raw -2325121.230465 + Penalty 11143.486465 = -2313977.744000
  nChanged 12
		SP:Iteration 39Q (7378.210000 sec): 3 clusters
  Score: Raw -2325126.233448 + Penalty 11143.486465 = -2313982.746983
  nChanged 9
		SP:Iteration 40F (7378.280000 sec): 3 clusters
  Score: Raw -2325129.313007 + Penalty 11143.486465 = -2313985.826542
  nChanged 8
		SP:Iteration 41Q (7378.340000 sec): 3 clusters
  Score: Raw -2325132.230648 + Penalty 11143.486465 = -2313988.744183
  nChanged 9
		SP:Iteration 42Q (7378.410000 sec): 3 clusters
  Score: Raw -2325135.512420 + Penalty 11143.486465 = -2313992.025954
  nChanged 6
		SP:Iteration 43Q (7378.480000 sec): 3 clusters
  Score: Raw -2325139.335058 + Penalty 11143.486465 = -2313995.848593
  nChanged 14
		SP:Iteration 44Q (7378.540000 sec): 3 clusters
  Score: Raw -2325144.838467 + Penalty 11143.486465 = -2314001.352002
  nChanged 20
		SP:Iteration 45Q (7378.610000 sec): 3 clusters
  Score: Raw -2325151.993133 + Penalty 11143.486465 = -2314008.506668
  nChanged 16
		SP:Iteration 46Q (7378.680000 sec): 3 clusters
  Score: Raw -2325157.719056 + Penalty 11143.486465 = -2314014.232591
  nChanged 19
		SP:Iteration 47Q (7378.740000 sec): 3 clusters
  Score: Raw -2325164.773357 + Penalty 11143.486465 = -2314021.286892
  nChanged 18
		SP:Iteration 48Q (7378.810000 sec): 3 clusters
  Score: Raw -2325171.357253 + Penalty 11143.486465 = -2314027.870788
  nChanged 18
		SP:Iteration 49Q (7378.880000 sec): 3 clusters
  Score: Raw -2325177.199098 + Penalty 11143.486465 = -2314033.712632
  nChanged 12
		SP:Iteration 50Q (7378.940000 sec): 3 clusters
  Score: Raw -2325181.084090 + Penalty 11143.486465 = -2314037.597625
  nChanged 10
		SP:Iteration 51Q (7379.010000 sec): 3 clusters
  Score: Raw -2325183.652748 + Penalty 11143.486465 = -2314040.166283
  nChanged 4
		SP:Iteration 52Q (7379.080000 sec): 3 clusters
  Score: Raw -2325185.576801 + Penalty 11143.486465 = -2314042.090336
  nChanged 9
		SP:Iteration 53Q (7379.140000 sec): 3 clusters
  Score: Raw -2325187.960728 + Penalty 11143.486465 = -2314044.474262
  nChanged 7
		SP:Iteration 54Q (7379.210000 sec): 3 clusters
  Score: Raw -2325190.578309 + Penalty 11143.486465 = -2314047.091844
  nChanged 9
		SP:Iteration 55Q (7379.280000 sec): 3 clusters
  Score: Raw -2325193.831143 + Penalty 11143.486465 = -2314050.344678
  nChanged 4
		SP:Iteration 56Q (7379.340000 sec): 3 clusters
  Score: Raw -2325194.978928 + Penalty 11143.486465 = -2314051.492463
  nChanged 5
		SP:Iteration 57Q (7379.410000 sec): 3 clusters
  Score: Raw -2325195.941767 + Penalty 11143.486465 = -2314052.455301
  nChanged 5
		SP:Iteration 58Q (7379.480000 sec): 3 clusters
  Score: Raw -2325197.754059 + Penalty 11143.486465 = -2314054.267593
  nChanged 5
		SP:Iteration 59Q (7379.540000 sec): 3 clusters
  Score: Raw -2325199.783916 + Penalty 11143.486465 = -2314056.297450
  nChanged 8
		SP:Iteration 60F (7379.610000 sec): 3 clusters
  Score: Raw -2325202.402711 + Penalty 11143.486465 = -2314058.916246
  nChanged 6
		SP:Iteration 61Q (7379.680000 sec): 3 clusters
  Score: Raw -2325204.405724 + Penalty 11143.486465 = -2314060.919259
  nChanged 3
		SP:Iteration 62Q (7379.740000 sec): 3 clusters
  Score: Raw -2325205.078849 + Penalty 11143.486465 = -2314061.592384
  nChanged 2
		SP:Iteration 63Q (7379.810000 sec): 3 clusters
  Score: Raw -2325205.522603 + Penalty 11143.486465 = -2314062.036138
  nChanged 3
		SP:Iteration 64Q (7379.880000 sec): 3 clusters
  Score: Raw -2325206.857866 + Penalty 11143.486465 = -2314063.371401
  nChanged 1
		SP:Iteration 65Q (7379.940000 sec): 3 clusters
  Score: Raw -2325207.233150 + Penalty 11143.486465 = -2314063.746685
  nChanged 0
		SP:Iteration 66F (7380.010000 sec): 3 clusters
  Score: Raw -2325207.233150 + Penalty 11143.486465 = -2314063.746685
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 28 (33479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7380.230000 sec): 2 clusters
  Score: Raw -8935281.150548 + Penalty 6381.437614 = -8928899.712934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7380.480000 sec): 3 clusters
  Score: Raw -8916666.928934 + Penalty 12762.875228 = -8903904.053706
  nChanged 14255
		SP:Iteration 1F (7380.730000 sec): 3 clusters
  Score: Raw -8924118.105304 + Penalty 12762.875228 = -8911355.230076
  nChanged 1935
		SP:Iteration 2F (7380.980000 sec): 3 clusters
  Score: Raw -8924856.694408 + Penalty 12762.875228 = -8912093.819179
  nChanged 1519
		SP:Iteration 3Q (7381.240000 sec): 3 clusters
  Score: Raw -8925409.266969 + Penalty 12762.875228 = -8912646.391741
  nChanged 1303
		SP:Iteration 4Q (7381.490000 sec): 3 clusters
  Score: Raw -8925925.133513 + Penalty 12762.875228 = -8913162.258285
  nChanged 1277
		SP:Iteration 5Q (7381.740000 sec): 3 clusters
  Score: Raw -8926501.639239 + Penalty 12762.875228 = -8913738.764011
  nChanged 1356
		SP:Iteration 6Q (7382.000000 sec): 3 clusters
  Score: Raw -8927208.331493 + Penalty 12762.875228 = -8914445.456265
  nChanged 1516
		SP:Iteration 7Q (7382.250000 sec): 3 clusters
  Score: Raw -8928148.701991 + Penalty 12762.875228 = -8915385.826763
  nChanged 1758
		SP:Iteration 8F (7382.500000 sec): 3 clusters
  Score: Raw -8929366.034036 + Penalty 12762.875228 = -8916603.158808
  nChanged 1962
		SP:Iteration 9F (7382.760000 sec): 3 clusters
  Score: Raw -8930695.023166 + Penalty 12762.875228 = -8917932.147938
  nChanged 1965
		SP:Iteration 10F (7383.010000 sec): 3 clusters
  Score: Raw -8931949.741145 + Penalty 12762.875228 = -8919186.865917
  nChanged 1736
		SP:Iteration 11F (7383.260000 sec): 3 clusters
  Score: Raw -8932919.133501 + Penalty 12762.875228 = -8920156.258272
  nChanged 1411
		SP:Iteration 12Q (7383.510000 sec): 3 clusters
  Score: Raw -8933585.627602 + Penalty 12762.875228 = -8920822.752374
  nChanged 1064
		SP:Iteration 13Q (7383.760000 sec): 3 clusters
  Score: Raw -8933972.697199 + Penalty 12762.875228 = -8921209.821971
  nChanged 790
		SP:Iteration 14Q (7384.010000 sec): 3 clusters
  Score: Raw -8934233.339229 + Penalty 12762.875228 = -8921470.464001
  nChanged 605
		SP:Iteration 15Q (7384.260000 sec): 3 clusters
  Score: Raw -8934411.310782 + Penalty 12762.875228 = -8921648.435553
  nChanged 484
		SP:Iteration 16Q (7384.510000 sec): 3 clusters
  Score: Raw -8934536.148099 + Penalty 12762.875228 = -8921773.272871
  nChanged 364
		SP:Iteration 17Q (7384.760000 sec): 3 clusters
  Score: Raw -8934617.253606 + Penalty 12762.875228 = -8921854.378378
  nChanged 295
		SP:Iteration 18Q (7385.010000 sec): 3 clusters
  Score: Raw -8934676.517234 + Penalty 12762.875228 = -8921913.642006
  nChanged 250
		SP:Iteration 19Q (7385.260000 sec): 3 clusters
  Score: Raw -8934725.148627 + Penalty 12762.875228 = -8921962.273399
  nChanged 210
		SP:Iteration 20F (7385.510000 sec): 3 clusters
  Score: Raw -8934764.966672 + Penalty 12762.875228 = -8922002.091444
  nChanged 193
		SP:Iteration 21Q (7385.760000 sec): 3 clusters
  Score: Raw -8934801.023135 + Penalty 12762.875228 = -8922038.147907
  nChanged 166
		SP:Iteration 22Q (7386.010000 sec): 3 clusters
  Score: Raw -8934829.141358 + Penalty 12762.875228 = -8922066.266130
  nChanged 140
		SP:Iteration 23Q (7386.260000 sec): 3 clusters
  Score: Raw -8934853.244970 + Penalty 12762.875228 = -8922090.369742
  nChanged 144
		SP:Iteration 24Q (7386.510000 sec): 3 clusters
  Score: Raw -8934878.258527 + Penalty 12762.875228 = -8922115.383299
  nChanged 124
		SP:Iteration 25Q (7386.760000 sec): 3 clusters
  Score: Raw -8934899.497647 + Penalty 12762.875228 = -8922136.622419
  nChanged 119
		SP:Iteration 26Q (7387.010000 sec): 3 clusters
  Score: Raw -8934919.837110 + Penalty 12762.875228 = -8922156.961882
  nChanged 116
		SP:Iteration 27Q (7387.260000 sec): 3 clusters
  Score: Raw -8934939.002132 + Penalty 12762.875228 = -8922176.126904
  nChanged 110
		SP:Iteration 28Q (7387.520000 sec): 3 clusters
  Score: Raw -8934955.867994 + Penalty 12762.875228 = -8922192.992766
  nChanged 101
		SP:Iteration 29Q (7387.760000 sec): 3 clusters
  Score: Raw -8934970.637665 + Penalty 12762.875228 = -8922207.762437
  nChanged 86
		SP:Iteration 30Q (7388.020000 sec): 3 clusters
  Score: Raw -8934984.933406 + Penalty 12762.875228 = -8922222.058178
  nChanged 94
		SP:Iteration 31Q (7388.260000 sec): 3 clusters
  Score: Raw -8935000.571361 + Penalty 12762.875228 = -8922237.696133
  nChanged 92
		SP:Iteration 32Q (7388.520000 sec): 3 clusters
  Score: Raw -8935015.221507 + Penalty 12762.875228 = -8922252.346279
  nChanged 98
		SP:Iteration 33Q (7388.760000 sec): 3 clusters
  Score: Raw -8935031.184055 + Penalty 12762.875228 = -8922268.308827
  nChanged 94
		SP:Iteration 34Q (7389.010000 sec): 3 clusters
  Score: Raw -8935045.999098 + Penalty 12762.875228 = -8922283.123870
  nChanged 81
		SP:Iteration 35Q (7389.260000 sec): 3 clusters
  Score: Raw -8935059.267597 + Penalty 12762.875228 = -8922296.392369
  nChanged 95
		SP:Iteration 36Q (7389.510000 sec): 3 clusters
  Score: Raw -8935074.188635 + Penalty 12762.875228 = -8922311.313407
  nChanged 86
		SP:Iteration 37Q (7389.760000 sec): 3 clusters
  Score: Raw -8935088.008090 + Penalty 12762.875228 = -8922325.132862
  nChanged 100
		SP:Iteration 38Q (7390.010000 sec): 3 clusters
  Score: Raw -8935103.480675 + Penalty 12762.875228 = -8922340.605447
  nChanged 88
		SP:Iteration 39Q (7390.260000 sec): 3 clusters
  Score: Raw -8935117.394847 + Penalty 12762.875228 = -8922354.519618
  nChanged 87
		SP:Iteration 40F (7390.510000 sec): 3 clusters
  Score: Raw -8935131.686300 + Penalty 12762.875228 = -8922368.811072
  nChanged 91
		SP:Iteration 41Q (7390.760000 sec): 3 clusters
  Score: Raw -8935147.062270 + Penalty 12762.875228 = -8922384.187042
  nChanged 105
		SP:Iteration 42Q (7391.010000 sec): 3 clusters
  Score: Raw -8935164.909081 + Penalty 12762.875228 = -8922402.033853
  nChanged 100
		SP:Iteration 43Q (7391.260000 sec): 3 clusters
  Score: Raw -8935181.595082 + Penalty 12762.875228 = -8922418.719854
  nChanged 95
		SP:Iteration 44Q (7391.520000 sec): 3 clusters
  Score: Raw -8935197.141529 + Penalty 12762.875228 = -8922434.266301
  nChanged 101
		SP:Iteration 45Q (7391.760000 sec): 3 clusters
  Score: Raw -8935214.299868 + Penalty 12762.875228 = -8922451.424640
  nChanged 103
		SP:Iteration 46Q (7392.020000 sec): 3 clusters
  Score: Raw -8935231.956026 + Penalty 12762.875228 = -8922469.080798
  nChanged 99
		SP:Iteration 47Q (7392.260000 sec): 3 clusters
  Score: Raw -8935252.771868 + Penalty 12762.875228 = -8922489.896640
  nChanged 109
		SP:Iteration 48Q (7392.520000 sec): 3 clusters
  Score: Raw -8935274.574457 + Penalty 12762.875228 = -8922511.699229
  nChanged 118
		SP:Iteration 49Q (7392.770000 sec): 3 clusters
  Score: Raw -8935298.362219 + Penalty 12762.875228 = -8922535.486991
  nChanged 133
		SP:Iteration 50Q (7393.020000 sec): 3 clusters
  Score: Raw -8935324.993218 + Penalty 12762.875228 = -8922562.117990
  nChanged 131
		SP:Iteration 51Q (7393.270000 sec): 3 clusters
  Score: Raw -8935352.164587 + Penalty 12762.875228 = -8922589.289359
  nChanged 143
		SP:Iteration 52Q (7393.520000 sec): 3 clusters
  Score: Raw -8935380.849426 + Penalty 12762.875228 = -8922617.974198
  nChanged 112
		SP:Iteration 53Q (7393.770000 sec): 3 clusters
  Score: Raw -8935402.857885 + Penalty 12762.875228 = -8922639.982657
  nChanged 118
		SP:Iteration 54Q (7394.020000 sec): 3 clusters
  Score: Raw -8935425.603002 + Penalty 12762.875228 = -8922662.727774
  nChanged 105
		SP:Iteration 55Q (7394.270000 sec): 3 clusters
  Score: Raw -8935446.111679 + Penalty 12762.875228 = -8922683.236451
  nChanged 106
		SP:Iteration 56Q (7394.530000 sec): 3 clusters
  Score: Raw -8935467.354259 + Penalty 12762.875228 = -8922704.479031
  nChanged 111
		SP:Iteration 57Q (7394.780000 sec): 3 clusters
  Score: Raw -8935490.079626 + Penalty 12762.875228 = -8922727.204398
  nChanged 116
		SP:Iteration 58Q (7395.030000 sec): 3 clusters
  Score: Raw -8935513.578347 + Penalty 12762.875228 = -8922750.703118
  nChanged 110
		SP:Iteration 59Q (7395.280000 sec): 3 clusters
  Score: Raw -8935536.225816 + Penalty 12762.875228 = -8922773.350588
  nChanged 98
		SP:Iteration 60F (7395.540000 sec): 3 clusters
  Score: Raw -8935556.053272 + Penalty 12762.875228 = -8922793.178044
  nChanged 96
		SP:Iteration 61Q (7395.790000 sec): 3 clusters
  Score: Raw -8935574.516490 + Penalty 12762.875228 = -8922811.641262
  nChanged 101
		SP:Iteration 62Q (7396.040000 sec): 3 clusters
  Score: Raw -8935594.409360 + Penalty 12762.875228 = -8922831.534132
  nChanged 92
		SP:Iteration 63Q (7396.290000 sec): 3 clusters
  Score: Raw -8935615.103791 + Penalty 12762.875228 = -8922852.228562
  nChanged 99
		SP:Iteration 64Q (7396.540000 sec): 3 clusters
  Score: Raw -8935636.960616 + Penalty 12762.875228 = -8922874.085388
  nChanged 101
		SP:Iteration 65Q (7396.790000 sec): 3 clusters
  Score: Raw -8935657.732330 + Penalty 12762.875228 = -8922894.857102
  nChanged 87
		SP:Iteration 66Q (7397.040000 sec): 3 clusters
  Score: Raw -8935677.378071 + Penalty 12762.875228 = -8922914.502843
  nChanged 99
		SP:Iteration 67Q (7397.290000 sec): 3 clusters
  Score: Raw -8935698.154844 + Penalty 12762.875228 = -8922935.279616
  nChanged 93
		SP:Iteration 68Q (7397.540000 sec): 3 clusters
  Score: Raw -8935718.636303 + Penalty 12762.875228 = -8922955.761075
  nChanged 79
		SP:Iteration 69Q (7397.790000 sec): 3 clusters
  Score: Raw -8935733.970813 + Penalty 12762.875228 = -8922971.095585
  nChanged 75
		SP:Iteration 70Q (7398.040000 sec): 3 clusters
  Score: Raw -8935749.795789 + Penalty 12762.875228 = -8922986.920561
  nChanged 87
		SP:Iteration 71Q (7398.290000 sec): 3 clusters
  Score: Raw -8935771.353985 + Penalty 12762.875228 = -8923008.478757
  nChanged 83
		SP:Iteration 72Q (7398.540000 sec): 3 clusters
  Score: Raw -8935793.408262 + Penalty 12762.875228 = -8923030.533034
  nChanged 95
		SP:Iteration 73Q (7398.790000 sec): 3 clusters
  Score: Raw -8935816.326481 + Penalty 12762.875228 = -8923053.451253
  nChanged 79
		SP:Iteration 74Q (7399.040000 sec): 3 clusters
  Score: Raw -8935834.126069 + Penalty 12762.875228 = -8923071.250841
  nChanged 87
		SP:Iteration 75Q (7399.290000 sec): 3 clusters
  Score: Raw -8935854.515975 + Penalty 12762.875228 = -8923091.640747
  nChanged 83
		SP:Iteration 76Q (7399.530000 sec): 3 clusters
  Score: Raw -8935874.588920 + Penalty 12762.875228 = -8923111.713692
  nChanged 94
		SP:Iteration 77Q (7399.780000 sec): 3 clusters
  Score: Raw -8935895.872715 + Penalty 12762.875228 = -8923132.997487
  nChanged 77
		SP:Iteration 78Q (7400.030000 sec): 3 clusters
  Score: Raw -8935912.413552 + Penalty 12762.875228 = -8923149.538324
  nChanged 71
		SP:Iteration 79Q (7400.280000 sec): 3 clusters
  Score: Raw -8935927.209202 + Penalty 12762.875228 = -8923164.333973
  nChanged 61
		SP:Iteration 80F (7400.530000 sec): 3 clusters
  Score: Raw -8935940.221750 + Penalty 12762.875228 = -8923177.346522
  nChanged 58
		SP:Iteration 81Q (7400.780000 sec): 3 clusters
  Score: Raw -8935954.308902 + Penalty 12762.875228 = -8923191.433674
  nChanged 62
		SP:Iteration 82Q (7401.030000 sec): 3 clusters
  Score: Raw -8935969.145906 + Penalty 12762.875228 = -8923206.270678
  nChanged 66
		SP:Iteration 83Q (7401.280000 sec): 3 clusters
  Score: Raw -8935985.197942 + Penalty 12762.875228 = -8923222.322714
  nChanged 64
		SP:Iteration 84Q (7401.530000 sec): 3 clusters
  Score: Raw -8936002.682154 + Penalty 12762.875228 = -8923239.806926
  nChanged 81
		SP:Iteration 85Q (7401.770000 sec): 3 clusters
  Score: Raw -8936024.593282 + Penalty 12762.875228 = -8923261.718054
  nChanged 66
		SP:Iteration 86Q (7402.020000 sec): 3 clusters
  Score: Raw -8936041.896461 + Penalty 12762.875228 = -8923279.021233
  nChanged 71
		SP:Iteration 87Q (7402.270000 sec): 3 clusters
  Score: Raw -8936060.811050 + Penalty 12762.875228 = -8923297.935822
  nChanged 70
		SP:Iteration 88Q (7402.510000 sec): 3 clusters
  Score: Raw -8936078.770626 + Penalty 12762.875228 = -8923315.895398
  nChanged 67
		SP:Iteration 89Q (7402.760000 sec): 3 clusters
  Score: Raw -8936096.317557 + Penalty 12762.875228 = -8923333.442329
  nChanged 73
		SP:Iteration 90Q (7403.010000 sec): 3 clusters
  Score: Raw -8936116.442695 + Penalty 12762.875228 = -8923353.567467
  nChanged 67
		SP:Iteration 91Q (7403.260000 sec): 3 clusters
  Score: Raw -8936134.751567 + Penalty 12762.875228 = -8923371.876339
  nChanged 66
		SP:Iteration 92Q (7403.500000 sec): 3 clusters
  Score: Raw -8936153.006298 + Penalty 12762.875228 = -8923390.131070
  nChanged 73
		SP:Iteration 93Q (7403.750000 sec): 3 clusters
  Score: Raw -8936172.431082 + Penalty 12762.875228 = -8923409.555854
  nChanged 61
		SP:Iteration 94Q (7403.990000 sec): 3 clusters
  Score: Raw -8936186.811700 + Penalty 12762.875228 = -8923423.936472
  nChanged 49
		SP:Iteration 95Q (7404.240000 sec): 3 clusters
  Score: Raw -8936200.199673 + Penalty 12762.875228 = -8923437.324445
  nChanged 50
		SP:Iteration 96Q (7404.490000 sec): 3 clusters
  Score: Raw -8936211.874593 + Penalty 12762.875228 = -8923448.999365
  nChanged 28
		SP:Iteration 97Q (7404.730000 sec): 3 clusters
  Score: Raw -8936218.585030 + Penalty 12762.875228 = -8923455.709802
  nChanged 33
		SP:Iteration 98Q (7404.980000 sec): 3 clusters
  Score: Raw -8936225.384778 + Penalty 12762.875228 = -8923462.509550
  nChanged 21
		SP:Iteration 99Q (7405.230000 sec): 3 clusters
  Score: Raw -8936230.915544 + Penalty 12762.875228 = -8923468.040316
  nChanged 25
		SP:Iteration 100F (7405.470000 sec): 3 clusters
  Score: Raw -8936238.114206 + Penalty 12762.875228 = -8923475.238978
  nChanged 32
		SP:Iteration 101Q (7405.720000 sec): 3 clusters
  Score: Raw -8936246.528493 + Penalty 12762.875228 = -8923483.653265
  nChanged 29
		SP:Iteration 102Q (7405.970000 sec): 3 clusters
  Score: Raw -8936255.461270 + Penalty 12762.875228 = -8923492.586042
  nChanged 33
		SP:Iteration 103Q (7406.210000 sec): 3 clusters
  Score: Raw -8936264.945132 + Penalty 12762.875228 = -8923502.069904
  nChanged 33
		SP:Iteration 104Q (7406.460000 sec): 3 clusters
  Score: Raw -8936272.675463 + Penalty 12762.875228 = -8923509.800235
  nChanged 34
		SP:Iteration 105Q (7406.700000 sec): 3 clusters
  Score: Raw -8936282.248587 + Penalty 12762.875228 = -8923519.373359
  nChanged 33
		SP:Iteration 106Q (7406.950000 sec): 3 clusters
  Score: Raw -8936290.606271 + Penalty 12762.875228 = -8923527.731043
  nChanged 31
		SP:Iteration 107Q (7407.190000 sec): 3 clusters
  Score: Raw -8936298.579843 + Penalty 12762.875228 = -8923535.704615
  nChanged 33
		SP:Iteration 108Q (7407.430000 sec): 3 clusters
  Score: Raw -8936309.051885 + Penalty 12762.875228 = -8923546.176657
  nChanged 32
		SP:Iteration 109Q (7407.680000 sec): 3 clusters
  Score: Raw -8936317.956287 + Penalty 12762.875228 = -8923555.081058
  nChanged 31
		SP:Iteration 110Q (7407.920000 sec): 3 clusters
  Score: Raw -8936327.819750 + Penalty 12762.875228 = -8923564.944522
  nChanged 34
		SP:Iteration 111Q (7408.170000 sec): 3 clusters
  Score: Raw -8936336.915553 + Penalty 12762.875228 = -8923574.040325
  nChanged 28
		SP:Iteration 112Q (7408.410000 sec): 3 clusters
  Score: Raw -8936344.118110 + Penalty 12762.875228 = -8923581.242882
  nChanged 22
		SP:Iteration 113Q (7408.650000 sec): 3 clusters
  Score: Raw -8936349.792561 + Penalty 12762.875228 = -8923586.917333
  nChanged 23
		SP:Iteration 114Q (7408.900000 sec): 3 clusters
  Score: Raw -8936356.533364 + Penalty 12762.875228 = -8923593.658136
  nChanged 27
		SP:Iteration 115Q (7409.140000 sec): 3 clusters
  Score: Raw -8936362.897393 + Penalty 12762.875228 = -8923600.022165
  nChanged 25
		SP:Iteration 116Q (7409.390000 sec): 3 clusters
  Score: Raw -8936369.050217 + Penalty 12762.875228 = -8923606.174989
  nChanged 20
		SP:Iteration 117Q (7409.630000 sec): 3 clusters
  Score: Raw -8936373.795177 + Penalty 12762.875228 = -8923610.919949
  nChanged 20
		SP:Iteration 118Q (7409.870000 sec): 3 clusters
  Score: Raw -8936378.351882 + Penalty 12762.875228 = -8923615.476654
  nChanged 14
		SP:Iteration 119Q (7410.110000 sec): 3 clusters
  Score: Raw -8936382.103774 + Penalty 12762.875228 = -8923619.228546
  nChanged 14
		SP:Iteration 120F (7410.370000 sec): 3 clusters
  Score: Raw -8936385.290457 + Penalty 12762.875228 = -8923622.415229
  nChanged 17
		SP:Iteration 121Q (7410.610000 sec): 3 clusters
  Score: Raw -8936390.301885 + Penalty 12762.875228 = -8923627.426657
  nChanged 13
		SP:Iteration 122Q (7410.850000 sec): 3 clusters
  Score: Raw -8936394.317134 + Penalty 12762.875228 = -8923631.441906
  nChanged 18
		SP:Iteration 123Q (7411.090000 sec): 3 clusters
  Score: Raw -8936399.128773 + Penalty 12762.875228 = -8923636.253545
  nChanged 16
		SP:Iteration 124Q (7411.340000 sec): 3 clusters
  Score: Raw -8936403.885363 + Penalty 12762.875228 = -8923641.010135
  nChanged 20
		SP:Iteration 125Q (7411.580000 sec): 3 clusters
  Score: Raw -8936409.109337 + Penalty 12762.875228 = -8923646.234109
  nChanged 19
		SP:Iteration 126Q (7411.820000 sec): 3 clusters
  Score: Raw -8936413.452535 + Penalty 12762.875228 = -8923650.577307
  nChanged 12
		SP:Iteration 127Q (7412.060000 sec): 3 clusters
  Score: Raw -8936416.397731 + Penalty 12762.875228 = -8923653.522503
  nChanged 17
		SP:Iteration 128Q (7412.310000 sec): 3 clusters
  Score: Raw -8936421.587747 + Penalty 12762.875228 = -8923658.712519
  nChanged 14
		SP:Iteration 129Q (7412.550000 sec): 3 clusters
  Score: Raw -8936425.449264 + Penalty 12762.875228 = -8923662.574036
  nChanged 10
		SP:Iteration 130Q (7412.790000 sec): 3 clusters
  Score: Raw -8936428.310281 + Penalty 12762.875228 = -8923665.435053
  nChanged 11
		SP:Iteration 131Q (7413.030000 sec): 3 clusters
  Score: Raw -8936430.739220 + Penalty 12762.875228 = -8923667.863992
  nChanged 11
		SP:Iteration 132Q (7413.270000 sec): 3 clusters
  Score: Raw -8936433.622375 + Penalty 12762.875228 = -8923670.747147
  nChanged 9
		SP:Iteration 133Q (7413.510000 sec): 3 clusters
  Score: Raw -8936435.830900 + Penalty 12762.875228 = -8923672.955672
  nChanged 13
		SP:Iteration 134Q (7413.750000 sec): 3 clusters
  Score: Raw -8936439.645202 + Penalty 12762.875228 = -8923676.769974
  nChanged 12
		SP:Iteration 135Q (7413.990000 sec): 3 clusters
  Score: Raw -8936442.323700 + Penalty 12762.875228 = -8923679.448472
  nChanged 9
		SP:Iteration 136Q (7414.230000 sec): 3 clusters
  Score: Raw -8936444.621736 + Penalty 12762.875228 = -8923681.746507
  nChanged 14
		SP:Iteration 137Q (7414.480000 sec): 3 clusters
  Score: Raw -8936448.516505 + Penalty 12762.875228 = -8923685.641277
  nChanged 11
		SP:Iteration 138Q (7414.720000 sec): 3 clusters
  Score: Raw -8936450.971109 + Penalty 12762.875228 = -8923688.095881
  nChanged 10
		SP:Iteration 139Q (7414.960000 sec): 3 clusters
  Score: Raw -8936453.400209 + Penalty 12762.875228 = -8923690.524980
  nChanged 12
		SP:Iteration 140F (7415.210000 sec): 3 clusters
  Score: Raw -8936456.204089 + Penalty 12762.875228 = -8923693.328861
  nChanged 12
		SP:Iteration 141Q (7415.450000 sec): 3 clusters
  Score: Raw -8936459.239161 + Penalty 12762.875228 = -8923696.363933
  nChanged 9
		SP:Iteration 142Q (7415.690000 sec): 3 clusters
  Score: Raw -8936461.450653 + Penalty 12762.875228 = -8923698.575425
  nChanged 8
		SP:Iteration 143Q (7415.930000 sec): 3 clusters
  Score: Raw -8936463.896017 + Penalty 12762.875228 = -8923701.020788
  nChanged 14
		SP:Iteration 144Q (7416.170000 sec): 3 clusters
  Score: Raw -8936468.599393 + Penalty 12762.875228 = -8923705.724165
  nChanged 14
		SP:Iteration 145Q (7416.410000 sec): 3 clusters
  Score: Raw -8936471.960644 + Penalty 12762.875228 = -8923709.085416
  nChanged 8
		SP:Iteration 146Q (7416.650000 sec): 3 clusters
  Score: Raw -8936473.870094 + Penalty 12762.875228 = -8923710.994866
  nChanged 5
		SP:Iteration 147Q (7416.890000 sec): 3 clusters
  Score: Raw -8936474.654694 + Penalty 12762.875228 = -8923711.779466
  nChanged 5
		SP:Iteration 148Q (7417.130000 sec): 3 clusters
  Score: Raw -8936475.658497 + Penalty 12762.875228 = -8923712.783269
  nChanged 5
		SP:Iteration 149Q (7417.370000 sec): 3 clusters
  Score: Raw -8936476.966868 + Penalty 12762.875228 = -8923714.091640
  nChanged 5
		SP:Iteration 150Q (7417.610000 sec): 3 clusters
  Score: Raw -8936478.347469 + Penalty 12762.875228 = -8923715.472241
  nChanged 5
		SP:Iteration 151Q (7417.850000 sec): 3 clusters
  Score: Raw -8936479.742849 + Penalty 12762.875228 = -8923716.867621
  nChanged 4
		SP:Iteration 152Q (7418.090000 sec): 3 clusters
  Score: Raw -8936480.780649 + Penalty 12762.875228 = -8923717.905420
  nChanged 3
		SP:Iteration 153Q (7418.330000 sec): 3 clusters
  Score: Raw -8936481.388987 + Penalty 12762.875228 = -8923718.513759
  nChanged 2
		SP:Iteration 154Q (7418.570000 sec): 3 clusters
  Score: Raw -8936481.743746 + Penalty 12762.875228 = -8923718.868518
  nChanged 1
		SP:Iteration 155Q (7418.810000 sec): 3 clusters
  Score: Raw -8936482.057394 + Penalty 12762.875228 = -8923719.182166
  nChanged 0
		SP:Iteration 156F (7419.060000 sec): 3 clusters
  Score: Raw -8936482.057394 + Penalty 12762.875228 = -8923719.182166
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 29 (19578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7419.200000 sec): 2 clusters
  Score: Raw -5201071.711467 + Penalty 6052.824082 = -5195018.887385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7419.350000 sec): 3 clusters
  Score: Raw -5190897.583884 + Penalty 12105.648163 = -5178791.935720
  nChanged 7883
		SP:Iteration 1F (7419.500000 sec): 3 clusters
  Score: Raw -5194985.160563 + Penalty 12105.648163 = -5182879.512399
  nChanged 1307
		SP:Iteration 2F (7419.650000 sec): 3 clusters
  Score: Raw -5195616.086152 + Penalty 12105.648163 = -5183510.437989
  nChanged 981
		SP:Iteration 3F (7419.800000 sec): 3 clusters
  Score: Raw -5196055.024371 + Penalty 12105.648163 = -5183949.376208
  nChanged 746
		SP:Iteration 4Q (7419.950000 sec): 3 clusters
  Score: Raw -5196384.693392 + Penalty 12105.648163 = -5184279.045229
  nChanged 633
		SP:Iteration 5Q (7420.100000 sec): 3 clusters
  Score: Raw -5196646.497599 + Penalty 12105.648163 = -5184540.849436
  nChanged 546
		SP:Iteration 6Q (7420.250000 sec): 3 clusters
  Score: Raw -5196869.047430 + Penalty 12105.648163 = -5184763.399267
  nChanged 526
		SP:Iteration 7Q (7420.400000 sec): 3 clusters
  Score: Raw -5197088.665763 + Penalty 12105.648163 = -5184983.017600
  nChanged 528
		SP:Iteration 8Q (7420.550000 sec): 3 clusters
  Score: Raw -5197318.146465 + Penalty 12105.648163 = -5185212.498302
  nChanged 573
		SP:Iteration 9Q (7420.700000 sec): 3 clusters
  Score: Raw -5197603.515929 + Penalty 12105.648163 = -5185497.867766
  nChanged 661
		SP:Iteration 10Q (7420.850000 sec): 3 clusters
  Score: Raw -5197978.407304 + Penalty 12105.648163 = -5185872.759141
  nChanged 718
		SP:Iteration 11Q (7420.990000 sec): 3 clusters
  Score: Raw -5198432.418234 + Penalty 12105.648163 = -5186326.770071
  nChanged 738
		SP:Iteration 12Q (7421.140000 sec): 3 clusters
  Score: Raw -5198933.037206 + Penalty 12105.648163 = -5186827.389042
  nChanged 718
		SP:Iteration 13Q (7421.290000 sec): 3 clusters
  Score: Raw -5199435.316137 + Penalty 12105.648163 = -5187329.667974
  nChanged 684
		SP:Iteration 14Q (7421.440000 sec): 3 clusters
  Score: Raw -5199941.442795 + Penalty 12105.648163 = -5187835.794632
  nChanged 597
		SP:Iteration 15Q (7421.580000 sec): 3 clusters
  Score: Raw -5200399.119414 + Penalty 12105.648163 = -5188293.471251
  nChanged 501
		SP:Iteration 16Q (7421.730000 sec): 3 clusters
  Score: Raw -5200775.442738 + Penalty 12105.648163 = -5188669.794575
  nChanged 354
		SP:Iteration 17Q (7421.870000 sec): 3 clusters
  Score: Raw -5201045.889559 + Penalty 12105.648163 = -5188940.241396
  nChanged 266
		SP:Iteration 18Q (7422.010000 sec): 3 clusters
  Score: Raw -5201259.665146 + Penalty 12105.648163 = -5189154.016983
  nChanged 193
		SP:Iteration 19Q (7422.150000 sec): 3 clusters
  Score: Raw -5201423.825598 + Penalty 12105.648163 = -5189318.177435
  nChanged 163
		SP:Iteration 20F (7422.290000 sec): 3 clusters
  Score: Raw -5201559.873363 + Penalty 12105.648163 = -5189454.225200
  nChanged 104
		SP:Iteration 21Q (7422.430000 sec): 3 clusters
  Score: Raw -5201642.239456 + Penalty 12105.648163 = -5189536.591293
  nChanged 81
		SP:Iteration 22Q (7422.560000 sec): 3 clusters
  Score: Raw -5201711.682305 + Penalty 12105.648163 = -5189606.034141
  nChanged 59
		SP:Iteration 23Q (7422.690000 sec): 3 clusters
  Score: Raw -5201755.647052 + Penalty 12105.648163 = -5189649.998889
  nChanged 38
		SP:Iteration 24Q (7422.810000 sec): 3 clusters
  Score: Raw -5201786.628947 + Penalty 12105.648163 = -5189680.980784
  nChanged 44
		SP:Iteration 25Q (7422.940000 sec): 3 clusters
  Score: Raw -5201823.070612 + Penalty 12105.648163 = -5189717.422449
  nChanged 34
		SP:Iteration 26Q (7423.070000 sec): 3 clusters
  Score: Raw -5201849.395490 + Penalty 12105.648163 = -5189743.747326
  nChanged 22
		SP:Iteration 27Q (7423.190000 sec): 3 clusters
  Score: Raw -5201866.048798 + Penalty 12105.648163 = -5189760.400635
  nChanged 21
		SP:Iteration 28Q (7423.320000 sec): 3 clusters
  Score: Raw -5201881.250065 + Penalty 12105.648163 = -5189775.601902
  nChanged 21
		SP:Iteration 29Q (7423.440000 sec): 3 clusters
  Score: Raw -5201895.719100 + Penalty 12105.648163 = -5189790.070937
  nChanged 8
		SP:Iteration 30Q (7423.570000 sec): 3 clusters
  Score: Raw -5201902.470686 + Penalty 12105.648163 = -5189796.822523
  nChanged 8
		SP:Iteration 31Q (7423.690000 sec): 3 clusters
  Score: Raw -5201909.006354 + Penalty 12105.648163 = -5189803.358191
  nChanged 11
		SP:Iteration 32Q (7423.820000 sec): 3 clusters
  Score: Raw -5201919.699038 + Penalty 12105.648163 = -5189814.050874
  nChanged 11
		SP:Iteration 33Q (7423.950000 sec): 3 clusters
  Score: Raw -5201928.118083 + Penalty 12105.648163 = -5189822.469920
  nChanged 8
		SP:Iteration 34Q (7424.070000 sec): 3 clusters
  Score: Raw -5201934.202900 + Penalty 12105.648163 = -5189828.554737
  nChanged 10
		SP:Iteration 35Q (7424.200000 sec): 3 clusters
  Score: Raw -5201942.164739 + Penalty 12105.648163 = -5189836.516576
  nChanged 5
		SP:Iteration 36Q (7424.320000 sec): 3 clusters
  Score: Raw -5201945.187439 + Penalty 12105.648163 = -5189839.539276
  nChanged 5
		SP:Iteration 37Q (7424.440000 sec): 3 clusters
  Score: Raw -5201949.449341 + Penalty 12105.648163 = -5189843.801178
  nChanged 4
		SP:Iteration 38Q (7424.560000 sec): 3 clusters
  Score: Raw -5201952.191944 + Penalty 12105.648163 = -5189846.543781
  nChanged 3
		SP:Iteration 39Q (7424.690000 sec): 3 clusters
  Score: Raw -5201954.319625 + Penalty 12105.648163 = -5189848.671462
  nChanged 1
		SP:Iteration 40F (7424.830000 sec): 3 clusters
  Score: Raw -5201954.996399 + Penalty 12105.648163 = -5189849.348236
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 30 (18556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7424.950000 sec): 2 clusters
  Score: Raw -4716131.371943 + Penalty 6019.985935 = -4710111.386008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7425.090000 sec): 3 clusters
  Score: Raw -4706606.248906 + Penalty 12039.971871 = -4694566.277035
  nChanged 7561
		SP:Iteration 1F (7425.230000 sec): 3 clusters
  Score: Raw -4711000.056837 + Penalty 12039.971871 = -4698960.084966
  nChanged 1351
		SP:Iteration 2F (7425.370000 sec): 3 clusters
  Score: Raw -4711855.303545 + Penalty 12039.971871 = -4699815.331675
  nChanged 1080
		SP:Iteration 3F (7425.510000 sec): 3 clusters
  Score: Raw -4712577.795593 + Penalty 12039.971871 = -4700537.823723
  nChanged 974
		SP:Iteration 4F (7425.660000 sec): 3 clusters
  Score: Raw -4713252.463155 + Penalty 12039.971871 = -4701212.491284
  nChanged 960
		SP:Iteration 5F (7425.800000 sec): 3 clusters
  Score: Raw -4713925.953043 + Penalty 12039.971871 = -4701885.981172
  nChanged 897
		SP:Iteration 6Q (7425.940000 sec): 3 clusters
  Score: Raw -4714569.870525 + Penalty 12039.971871 = -4702529.898654
  nChanged 819
		SP:Iteration 7Q (7426.080000 sec): 3 clusters
  Score: Raw -4715142.002936 + Penalty 12039.971871 = -4703102.031065
  nChanged 795
		SP:Iteration 8Q (7426.220000 sec): 3 clusters
  Score: Raw -4715716.754548 + Penalty 12039.971871 = -4703676.782677
  nChanged 755
		SP:Iteration 9Q (7426.360000 sec): 3 clusters
  Score: Raw -4716265.551200 + Penalty 12039.971871 = -4704225.579329
  nChanged 701
		SP:Iteration 10Q (7426.490000 sec): 3 clusters
  Score: Raw -4716713.593253 + Penalty 12039.971871 = -4704673.621382
  nChanged 559
		SP:Iteration 11Q (7426.630000 sec): 3 clusters
  Score: Raw -4717013.145561 + Penalty 12039.971871 = -4704973.173690
  nChanged 430
		SP:Iteration 12Q (7426.770000 sec): 3 clusters
  Score: Raw -4717221.505112 + Penalty 12039.971871 = -4705181.533241
  nChanged 339
		SP:Iteration 13Q (7426.900000 sec): 3 clusters
  Score: Raw -4717372.379610 + Penalty 12039.971871 = -4705332.407740
  nChanged 283
		SP:Iteration 14Q (7427.040000 sec): 3 clusters
  Score: Raw -4717486.825315 + Penalty 12039.971871 = -4705446.853445
  nChanged 248
		SP:Iteration 15Q (7427.170000 sec): 3 clusters
  Score: Raw -4717582.545541 + Penalty 12039.971871 = -4705542.573671
  nChanged 205
		SP:Iteration 16Q (7427.310000 sec): 3 clusters
  Score: Raw -4717650.229950 + Penalty 12039.971871 = -4705610.258079
  nChanged 174
		SP:Iteration 17Q (7427.450000 sec): 3 clusters
  Score: Raw -4717708.201162 + Penalty 12039.971871 = -4705668.229292
  nChanged 147
		SP:Iteration 18Q (7427.580000 sec): 3 clusters
  Score: Raw -4717752.302057 + Penalty 12039.971871 = -4705712.330186
  nChanged 122
		SP:Iteration 19Q (7427.710000 sec): 3 clusters
  Score: Raw -4717787.512330 + Penalty 12039.971871 = -4705747.540459
  nChanged 114
		SP:Iteration 20F (7427.850000 sec): 3 clusters
  Score: Raw -4717815.305608 + Penalty 12039.971871 = -4705775.333738
  nChanged 89
		SP:Iteration 21Q (7427.990000 sec): 3 clusters
  Score: Raw -4717836.979672 + Penalty 12039.971871 = -4705797.007801
  nChanged 70
		SP:Iteration 22Q (7428.120000 sec): 3 clusters
  Score: Raw -4717853.355442 + Penalty 12039.971871 = -4705813.383572
  nChanged 56
		SP:Iteration 23Q (7428.260000 sec): 3 clusters
  Score: Raw -4717864.146465 + Penalty 12039.971871 = -4705824.174594
  nChanged 36
		SP:Iteration 24Q (7428.390000 sec): 3 clusters
  Score: Raw -4717870.850585 + Penalty 12039.971871 = -4705830.878714
  nChanged 25
		SP:Iteration 25Q (7428.530000 sec): 3 clusters
  Score: Raw -4717874.585762 + Penalty 12039.971871 = -4705834.613891
  nChanged 15
		SP:Iteration 26Q (7428.660000 sec): 3 clusters
  Score: Raw -4717876.933024 + Penalty 12039.971871 = -4705836.961153
  nChanged 9
		SP:Iteration 27Q (7428.790000 sec): 3 clusters
  Score: Raw -4717878.246121 + Penalty 12039.971871 = -4705838.274251
  nChanged 4
		SP:Iteration 28Q (7428.930000 sec): 3 clusters
  Score: Raw -4717878.872255 + Penalty 12039.971871 = -4705838.900384
  nChanged 5
		SP:Iteration 29Q (7429.060000 sec): 3 clusters
  Score: Raw -4717879.506769 + Penalty 12039.971871 = -4705839.534898
  nChanged 4
		SP:Iteration 30Q (7429.190000 sec): 3 clusters
  Score: Raw -4717880.210700 + Penalty 12039.971871 = -4705840.238829
  nChanged 5
		SP:Iteration 31Q (7429.330000 sec): 3 clusters
  Score: Raw -4717880.743423 + Penalty 12039.971871 = -4705840.771553
  nChanged 3
		SP:Iteration 32Q (7429.470000 sec): 3 clusters
  Score: Raw -4717881.098653 + Penalty 12039.971871 = -4705841.126782
  nChanged 2
		SP:Iteration 33Q (7429.600000 sec): 3 clusters
  Score: Raw -4717881.364517 + Penalty 12039.971871 = -4705841.392647
  nChanged 2
		SP:Iteration 34Q (7429.740000 sec): 3 clusters
  Score: Raw -4717881.757041 + Penalty 12039.971871 = -4705841.785170
  nChanged 3
		SP:Iteration 35Q (7429.870000 sec): 3 clusters
  Score: Raw -4717882.181323 + Penalty 12039.971871 = -4705842.209452
  nChanged 1
		SP:Iteration 36Q (7430.010000 sec): 3 clusters
  Score: Raw -4717882.301259 + Penalty 12039.971871 = -4705842.329388
  nChanged 4
		SP:Iteration 37Q (7430.140000 sec): 3 clusters
  Score: Raw -4717882.750926 + Penalty 12039.971871 = -4705842.779055
  nChanged 1
		SP:Iteration 38Q (7430.280000 sec): 3 clusters
  Score: Raw -4717882.861706 + Penalty 12039.971871 = -4705842.889835
  nChanged 1
		SP:Iteration 39Q (7430.410000 sec): 3 clusters
  Score: Raw -4717882.941736 + Penalty 12039.971871 = -4705842.969866
  nChanged 0
		SP:Iteration 40F (7430.560000 sec): 3 clusters
  Score: Raw -4717882.941736 + Penalty 12039.971871 = -4705842.969866
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 31 (173412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7431.680000 sec): 2 clusters
  Score: Raw -46643277.255640 + Penalty 7388.848146 = -46635888.407494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7433.000000 sec): 3 clusters
  Score: Raw -46533769.796132 + Penalty 14777.696293 = -46518992.099839
  nChanged 81321
		SP:Iteration 1F (7434.330000 sec): 3 clusters
  Score: Raw -46579426.300355 + Penalty 14777.696293 = -46564648.604063
  nChanged 6209
		SP:Iteration 2Q (7435.660000 sec): 3 clusters
  Score: Raw -46580933.758227 + Penalty 14777.696293 = -46566156.061934
  nChanged 5893
		SP:Iteration 3Q (7437.000000 sec): 3 clusters
  Score: Raw -46582385.371927 + Penalty 14777.696293 = -46567607.675635
  nChanged 5724
		SP:Iteration 4Q (7438.340000 sec): 3 clusters
  Score: Raw -46583844.516206 + Penalty 14777.696293 = -46569066.819914
  nChanged 5686
		SP:Iteration 5Q (7439.660000 sec): 3 clusters
  Score: Raw -46585401.205728 + Penalty 14777.696293 = -46570623.509435
  nChanged 5876
		SP:Iteration 6Q (7441.000000 sec): 3 clusters
  Score: Raw -46587135.321186 + Penalty 14777.696293 = -46572357.624893
  nChanged 6159
		SP:Iteration 7Q (7442.340000 sec): 3 clusters
  Score: Raw -46589117.153230 + Penalty 14777.696293 = -46574339.456938
  nChanged 6538
		SP:Iteration 8Q (7443.670000 sec): 3 clusters
  Score: Raw -46591544.866624 + Penalty 14777.696293 = -46576767.170331
  nChanged 7346
		SP:Iteration 9Q (7445.010000 sec): 3 clusters
  Score: Raw -46594915.777884 + Penalty 14777.696293 = -46580138.081591
  nChanged 8413
		SP:Iteration 10Q (7446.340000 sec): 3 clusters
  Score: Raw -46599873.305338 + Penalty 14777.696293 = -46585095.609045
  nChanged 9358
		SP:Iteration 11F (7447.680000 sec): 3 clusters
  Score: Raw -46606567.763029 + Penalty 14777.696293 = -46591790.066736
  nChanged 9677
		SP:Iteration 12F (7449.000000 sec): 3 clusters
  Score: Raw -46614453.120532 + Penalty 14777.696293 = -46599675.424239
  nChanged 9078
		SP:Iteration 13F (7450.330000 sec): 3 clusters
  Score: Raw -46621815.057330 + Penalty 14777.696293 = -46607037.361037
  nChanged 7469
		SP:Iteration 14Q (7451.590000 sec): 3 clusters
  Score: Raw -46626958.251495 + Penalty 14777.696293 = -46612180.555202
  nChanged 5575
		SP:Iteration 15Q (7452.800000 sec): 3 clusters
  Score: Raw -46630193.153231 + Penalty 14777.696293 = -46615415.456938
  nChanged 4152
		SP:Iteration 16Q (7453.960000 sec): 3 clusters
  Score: Raw -46632458.610802 + Penalty 14777.696293 = -46617680.914509
  nChanged 3360
		SP:Iteration 17Q (7455.110000 sec): 3 clusters
  Score: Raw -46634449.470104 + Penalty 14777.696293 = -46619671.773811
  nChanged 3042
		SP:Iteration 18Q (7456.230000 sec): 3 clusters
  Score: Raw -46636515.886768 + Penalty 14777.696293 = -46621738.190475
  nChanged 2811
		SP:Iteration 19Q (7457.320000 sec): 3 clusters
  Score: Raw -46638609.127915 + Penalty 14777.696293 = -46623831.431622
  nChanged 2643
		SP:Iteration 20F (7458.650000 sec): 3 clusters
  Score: Raw -46640431.765706 + Penalty 14777.696293 = -46625654.069414
  nChanged 2389
		SP:Iteration 21Q (7459.710000 sec): 3 clusters
  Score: Raw -46641773.531149 + Penalty 14777.696293 = -46626995.834857
  nChanged 2001
		SP:Iteration 22Q (7460.750000 sec): 3 clusters
  Score: Raw -46642677.976939 + Penalty 14777.696293 = -46627900.280647
  nChanged 1704
		SP:Iteration 23Q (7461.780000 sec): 3 clusters
  Score: Raw -46643341.097608 + Penalty 14777.696293 = -46628563.401315
  nChanged 1444
		SP:Iteration 24Q (7462.810000 sec): 3 clusters
  Score: Raw -46643833.054694 + Penalty 14777.696293 = -46629055.358401
  nChanged 1270
		SP:Iteration 25Q (7463.820000 sec): 3 clusters
  Score: Raw -46644210.998557 + Penalty 14777.696293 = -46629433.302265
  nChanged 1089
		SP:Iteration 26Q (7464.830000 sec): 3 clusters
  Score: Raw -46644530.614990 + Penalty 14777.696293 = -46629752.918697
  nChanged 971
		SP:Iteration 27Q (7465.850000 sec): 3 clusters
  Score: Raw -46644803.210492 + Penalty 14777.696293 = -46630025.514200
  nChanged 902
		SP:Iteration 28Q (7466.870000 sec): 3 clusters
  Score: Raw -46645035.064972 + Penalty 14777.696293 = -46630257.368680
  nChanged 817
		SP:Iteration 29Q (7467.890000 sec): 3 clusters
  Score: Raw -46645216.876961 + Penalty 14777.696293 = -46630439.180668
  nChanged 697
		SP:Iteration 30Q (7468.900000 sec): 3 clusters
  Score: Raw -46645351.222548 + Penalty 14777.696293 = -46630573.526256
  nChanged 588
		SP:Iteration 31Q (7469.910000 sec): 3 clusters
  Score: Raw -46645452.256758 + Penalty 14777.696293 = -46630674.560465
  nChanged 506
		SP:Iteration 32Q (7470.930000 sec): 3 clusters
  Score: Raw -46645521.676910 + Penalty 14777.696293 = -46630743.980617
  nChanged 410
		SP:Iteration 33Q (7471.940000 sec): 3 clusters
  Score: Raw -46645568.105994 + Penalty 14777.696293 = -46630790.409701
  nChanged 289
		SP:Iteration 34Q (7472.950000 sec): 3 clusters
  Score: Raw -46645594.242403 + Penalty 14777.696293 = -46630816.546111
  nChanged 221
		SP:Iteration 35Q (7473.970000 sec): 3 clusters
  Score: Raw -46645612.180485 + Penalty 14777.696293 = -46630834.484192
  nChanged 182
		SP:Iteration 36Q (7474.980000 sec): 3 clusters
  Score: Raw -46645625.372485 + Penalty 14777.696293 = -46630847.676192
  nChanged 144
		SP:Iteration 37Q (7476.000000 sec): 3 clusters
  Score: Raw -46645634.123681 + Penalty 14777.696293 = -46630856.427389
  nChanged 115
		SP:Iteration 38Q (7477.010000 sec): 3 clusters
  Score: Raw -46645641.134267 + Penalty 14777.696293 = -46630863.437974
  nChanged 96
		SP:Iteration 39Q (7478.030000 sec): 3 clusters
  Score: Raw -46645646.540192 + Penalty 14777.696293 = -46630868.843899
  nChanged 86
		SP:Iteration 40F (7479.350000 sec): 3 clusters
  Score: Raw -46645729.717815 + Penalty 14777.696293 = -46630952.021522
  nChanged 153
		SP:Iteration 41Q (7480.390000 sec): 3 clusters
  Score: Raw -46645753.562714 + Penalty 14777.696293 = -46630975.866422
  nChanged 156
		SP:Iteration 42Q (7481.420000 sec): 3 clusters
  Score: Raw -46645767.245944 + Penalty 14777.696293 = -46630989.549651
  nChanged 145
		SP:Iteration 43Q (7482.460000 sec): 3 clusters
  Score: Raw -46645777.255872 + Penalty 14777.696293 = -46630999.559579
  nChanged 121
		SP:Iteration 44Q (7483.500000 sec): 3 clusters
  Score: Raw -46645785.100878 + Penalty 14777.696293 = -46631007.404585
  nChanged 115
		SP:Iteration 45Q (7484.530000 sec): 3 clusters
  Score: Raw -46645792.624145 + Penalty 14777.696293 = -46631014.927852
  nChanged 115
		SP:Iteration 46Q (7485.560000 sec): 3 clusters
  Score: Raw -46645800.321654 + Penalty 14777.696293 = -46631022.625361
  nChanged 121
		SP:Iteration 47Q (7486.590000 sec): 3 clusters
  Score: Raw -46645806.998432 + Penalty 14777.696293 = -46631029.302139
  nChanged 95
		SP:Iteration 48Q (7487.620000 sec): 3 clusters
  Score: Raw -46645811.537051 + Penalty 14777.696293 = -46631033.840759
  nChanged 71
		SP:Iteration 49Q (7488.650000 sec): 3 clusters
  Score: Raw -46645814.820874 + Penalty 14777.696293 = -46631037.124582
  nChanged 59
		SP:Iteration 50Q (7489.690000 sec): 3 clusters
  Score: Raw -46645817.541157 + Penalty 14777.696293 = -46631039.844865
  nChanged 54
		SP:Iteration 51Q (7490.730000 sec): 3 clusters
  Score: Raw -46645820.202512 + Penalty 14777.696293 = -46631042.506219
  nChanged 64
		SP:Iteration 52Q (7491.770000 sec): 3 clusters
  Score: Raw -46645823.381027 + Penalty 14777.696293 = -46631045.684735
  nChanged 56
		SP:Iteration 53Q (7492.790000 sec): 3 clusters
  Score: Raw -46645825.619353 + Penalty 14777.696293 = -46631047.923060
  nChanged 53
		SP:Iteration 54Q (7493.820000 sec): 3 clusters
  Score: Raw -46645827.856952 + Penalty 14777.696293 = -46631050.160659
  nChanged 47
		SP:Iteration 55Q (7494.860000 sec): 3 clusters
  Score: Raw -46645829.819946 + Penalty 14777.696293 = -46631052.123653
  nChanged 34
		SP:Iteration 56Q (7495.890000 sec): 3 clusters
  Score: Raw -46645831.106907 + Penalty 14777.696293 = -46631053.410615
  nChanged 27
		SP:Iteration 57Q (7496.920000 sec): 3 clusters
  Score: Raw -46645832.071291 + Penalty 14777.696293 = -46631054.374999
  nChanged 23
		SP:Iteration 58Q (7497.970000 sec): 3 clusters
  Score: Raw -46645832.821553 + Penalty 14777.696293 = -46631055.125261
  nChanged 17
		SP:Iteration 59Q (7498.990000 sec): 3 clusters
  Score: Raw -46645833.353343 + Penalty 14777.696293 = -46631055.657050
  nChanged 16
		SP:Iteration 60F (7500.310000 sec): 3 clusters
  Score: Raw -46645833.882139 + Penalty 14777.696293 = -46631056.185847
  nChanged 10
		SP:Iteration 61Q (7501.350000 sec): 3 clusters
  Score: Raw -46645834.355783 + Penalty 14777.696293 = -46631056.659490
  nChanged 9
		SP:Iteration 62Q (7502.390000 sec): 3 clusters
  Score: Raw -46645834.664865 + Penalty 14777.696293 = -46631056.968572
  nChanged 6
		SP:Iteration 63Q (7503.430000 sec): 3 clusters
  Score: Raw -46645834.831731 + Penalty 14777.696293 = -46631057.135438
  nChanged 4
		SP:Iteration 64Q (7504.470000 sec): 3 clusters
  Score: Raw -46645834.955316 + Penalty 14777.696293 = -46631057.259023
  nChanged 5
		SP:Iteration 65Q (7505.510000 sec): 3 clusters
  Score: Raw -46645835.128515 + Penalty 14777.696293 = -46631057.432222
  nChanged 6
		SP:Iteration 66Q (7506.540000 sec): 3 clusters
  Score: Raw -46645835.253273 + Penalty 14777.696293 = -46631057.556980
  nChanged 6
		SP:Iteration 67Q (7507.580000 sec): 3 clusters
  Score: Raw -46645835.390074 + Penalty 14777.696293 = -46631057.693781
  nChanged 6
		SP:Iteration 68Q (7508.620000 sec): 3 clusters
  Score: Raw -46645835.557234 + Penalty 14777.696293 = -46631057.860941
  nChanged 9
		SP:Iteration 69Q (7509.660000 sec): 3 clusters
  Score: Raw -46645835.835697 + Penalty 14777.696293 = -46631058.139404
  nChanged 7
		SP:Iteration 70Q (7510.700000 sec): 3 clusters
  Score: Raw -46645836.077973 + Penalty 14777.696293 = -46631058.381680
  nChanged 9
		SP:Iteration 71Q (7511.740000 sec): 3 clusters
  Score: Raw -46645836.303889 + Penalty 14777.696293 = -46631058.607596
  nChanged 7
		SP:Iteration 72Q (7512.780000 sec): 3 clusters
  Score: Raw -46645836.519808 + Penalty 14777.696293 = -46631058.823515
  nChanged 5
		SP:Iteration 73Q (7513.840000 sec): 3 clusters
  Score: Raw -46645836.673829 + Penalty 14777.696293 = -46631058.977537
  nChanged 6
		SP:Iteration 74Q (7514.870000 sec): 3 clusters
  Score: Raw -46645836.934487 + Penalty 14777.696293 = -46631059.238194
  nChanged 12
		SP:Iteration 75Q (7515.910000 sec): 3 clusters
  Score: Raw -46645837.302012 + Penalty 14777.696293 = -46631059.605719
  nChanged 9
		SP:Iteration 76Q (7516.950000 sec): 3 clusters
  Score: Raw -46645837.611612 + Penalty 14777.696293 = -46631059.915320
  nChanged 7
		SP:Iteration 77Q (7517.990000 sec): 3 clusters
  Score: Raw -46645837.775529 + Penalty 14777.696293 = -46631060.079236
  nChanged 4
		SP:Iteration 78Q (7519.060000 sec): 3 clusters
  Score: Raw -46645837.856289 + Penalty 14777.696293 = -46631060.159997
  nChanged 2
		SP:Iteration 79Q (7520.110000 sec): 3 clusters
  Score: Raw -46645837.952809 + Penalty 14777.696293 = -46631060.256517
  nChanged 2
		SP:Iteration 80F (7521.450000 sec): 3 clusters
  Score: Raw -46645837.986895 + Penalty 14777.696293 = -46631060.290602
  nChanged 2
		SP:Iteration 81Q (7522.510000 sec): 3 clusters
  Score: Raw -46645838.027479 + Penalty 14777.696293 = -46631060.331186
  nChanged 1
		SP:Iteration 82Q (7523.510000 sec): 3 clusters
  Score: Raw -46645838.051557 + Penalty 14777.696293 = -46631060.355264
  nChanged 0
		SP:Iteration 83F (7524.850000 sec): 3 clusters
  Score: Raw -46645838.051557 + Penalty 14777.696293 = -46631060.355264
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 32 (31329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7525.150000 sec): 2 clusters
  Score: Raw -8349289.833049 + Penalty 6340.783422 = -8342949.049627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7525.390000 sec): 3 clusters
  Score: Raw -8331927.249125 + Penalty 12681.566845 = -8319245.682280
  nChanged 13233
		SP:Iteration 1F (7525.630000 sec): 3 clusters
  Score: Raw -8338929.732025 + Penalty 12681.566845 = -8326248.165181
  nChanged 1894
		SP:Iteration 2F (7525.870000 sec): 3 clusters
  Score: Raw -8339738.186519 + Penalty 12681.566845 = -8327056.619674
  nChanged 1546
		SP:Iteration 3Q (7526.110000 sec): 3 clusters
  Score: Raw -8340342.653806 + Penalty 12681.566845 = -8327661.086961
  nChanged 1249
		SP:Iteration 4Q (7526.350000 sec): 3 clusters
  Score: Raw -8340810.764942 + Penalty 12681.566845 = -8328129.198098
  nChanged 1058
		SP:Iteration 5Q (7526.600000 sec): 3 clusters
  Score: Raw -8341194.178097 + Penalty 12681.566845 = -8328512.611252
  nChanged 957
		SP:Iteration 6Q (7526.840000 sec): 3 clusters
  Score: Raw -8341558.335045 + Penalty 12681.566845 = -8328876.768200
  nChanged 948
		SP:Iteration 7Q (7527.080000 sec): 3 clusters
  Score: Raw -8341923.554435 + Penalty 12681.566845 = -8329241.987590
  nChanged 921
		SP:Iteration 8Q (7527.320000 sec): 3 clusters
  Score: Raw -8342278.309162 + Penalty 12681.566845 = -8329596.742317
  nChanged 935
		SP:Iteration 9Q (7527.560000 sec): 3 clusters
  Score: Raw -8342641.311894 + Penalty 12681.566845 = -8329959.745049
  nChanged 933
		SP:Iteration 10Q (7527.790000 sec): 3 clusters
  Score: Raw -8343021.559947 + Penalty 12681.566845 = -8330339.993103
  nChanged 974
		SP:Iteration 11Q (7528.030000 sec): 3 clusters
  Score: Raw -8343404.252944 + Penalty 12681.566845 = -8330722.686099
  nChanged 917
		SP:Iteration 12Q (7528.270000 sec): 3 clusters
  Score: Raw -8343789.824981 + Penalty 12681.566845 = -8331108.258136
  nChanged 990
		SP:Iteration 13Q (7528.510000 sec): 3 clusters
  Score: Raw -8344238.415789 + Penalty 12681.566845 = -8331556.848944
  nChanged 1098
		SP:Iteration 14Q (7528.740000 sec): 3 clusters
  Score: Raw -8344786.444833 + Penalty 12681.566845 = -8332104.877988
  nChanged 1168
		SP:Iteration 15Q (7528.970000 sec): 3 clusters
  Score: Raw -8345438.189545 + Penalty 12681.566845 = -8332756.622700
  nChanged 1217
		SP:Iteration 16Q (7529.200000 sec): 3 clusters
  Score: Raw -8346193.586655 + Penalty 12681.566845 = -8333512.019810
  nChanged 1236
		SP:Iteration 17Q (7529.440000 sec): 3 clusters
  Score: Raw -8346980.542252 + Penalty 12681.566845 = -8334298.975408
  nChanged 1040
		SP:Iteration 18Q (7529.670000 sec): 3 clusters
  Score: Raw -8347617.340346 + Penalty 12681.566845 = -8334935.773501
  nChanged 842
		SP:Iteration 19Q (7529.900000 sec): 3 clusters
  Score: Raw -8348136.161300 + Penalty 12681.566845 = -8335454.594455
  nChanged 719
		SP:Iteration 20F (7530.140000 sec): 3 clusters
  Score: Raw -8348604.472005 + Penalty 12681.566845 = -8335922.905160
  nChanged 573
		SP:Iteration 21Q (7530.360000 sec): 3 clusters
  Score: Raw -8348977.978427 + Penalty 12681.566845 = -8336296.411582
  nChanged 412
		SP:Iteration 22Q (7530.580000 sec): 3 clusters
  Score: Raw -8349254.391369 + Penalty 12681.566845 = -8336572.824524
  nChanged 329
		SP:Iteration 23Q (7530.800000 sec): 3 clusters
  Score: Raw -8349477.301674 + Penalty 12681.566845 = -8336795.734829
  nChanged 224
		SP:Iteration 24Q (7531.010000 sec): 3 clusters
  Score: Raw -8349616.500327 + Penalty 12681.566845 = -8336934.933482
  nChanged 164
		SP:Iteration 25Q (7531.210000 sec): 3 clusters
  Score: Raw -8349713.440085 + Penalty 12681.566845 = -8337031.873240
  nChanged 130
		SP:Iteration 26Q (7531.410000 sec): 3 clusters
  Score: Raw -8349784.259376 + Penalty 12681.566845 = -8337102.692531
  nChanged 95
		SP:Iteration 27Q (7531.620000 sec): 3 clusters
  Score: Raw -8349830.973918 + Penalty 12681.566845 = -8337149.407073
  nChanged 84
		SP:Iteration 28Q (7531.810000 sec): 3 clusters
  Score: Raw -8349881.337716 + Penalty 12681.566845 = -8337199.770871
  nChanged 66
		SP:Iteration 29Q (7532.010000 sec): 3 clusters
  Score: Raw -8349921.891692 + Penalty 12681.566845 = -8337240.324847
  nChanged 58
		SP:Iteration 30Q (7532.210000 sec): 3 clusters
  Score: Raw -8349953.984271 + Penalty 12681.566845 = -8337272.417426
  nChanged 50
		SP:Iteration 31Q (7532.400000 sec): 3 clusters
  Score: Raw -8349981.828889 + Penalty 12681.566845 = -8337300.262044
  nChanged 42
		SP:Iteration 32Q (7532.590000 sec): 3 clusters
  Score: Raw -8350002.252295 + Penalty 12681.566845 = -8337320.685450
  nChanged 39
		SP:Iteration 33Q (7532.790000 sec): 3 clusters
  Score: Raw -8350021.244542 + Penalty 12681.566845 = -8337339.677697
  nChanged 35
		SP:Iteration 34Q (7532.980000 sec): 3 clusters
  Score: Raw -8350041.186309 + Penalty 12681.566845 = -8337359.619465
  nChanged 31
		SP:Iteration 35Q (7533.170000 sec): 3 clusters
  Score: Raw -8350059.180442 + Penalty 12681.566845 = -8337377.613597
  nChanged 31
		SP:Iteration 36Q (7533.360000 sec): 3 clusters
  Score: Raw -8350078.551598 + Penalty 12681.566845 = -8337396.984754
  nChanged 30
		SP:Iteration 37Q (7533.550000 sec): 3 clusters
  Score: Raw -8350092.252712 + Penalty 12681.566845 = -8337410.685867
  nChanged 26
		SP:Iteration 38Q (7533.740000 sec): 3 clusters
  Score: Raw -8350106.515359 + Penalty 12681.566845 = -8337424.948514
  nChanged 25
		SP:Iteration 39Q (7533.930000 sec): 3 clusters
  Score: Raw -8350120.328100 + Penalty 12681.566845 = -8337438.761255
  nChanged 16
		SP:Iteration 40F (7534.160000 sec): 3 clusters
  Score: Raw -8350130.099990 + Penalty 12681.566845 = -8337448.533145
  nChanged 10
		SP:Iteration 41Q (7534.350000 sec): 3 clusters
  Score: Raw -8350135.803254 + Penalty 12681.566845 = -8337454.236409
  nChanged 13
		SP:Iteration 42Q (7534.540000 sec): 3 clusters
  Score: Raw -8350142.904036 + Penalty 12681.566845 = -8337461.337191
  nChanged 10
		SP:Iteration 43Q (7534.730000 sec): 3 clusters
  Score: Raw -8350150.137204 + Penalty 12681.566845 = -8337468.570359
  nChanged 14
		SP:Iteration 44Q (7534.920000 sec): 3 clusters
  Score: Raw -8350155.882598 + Penalty 12681.566845 = -8337474.315753
  nChanged 7
		SP:Iteration 45Q (7535.110000 sec): 3 clusters
  Score: Raw -8350158.204356 + Penalty 12681.566845 = -8337476.637512
  nChanged 2
		SP:Iteration 46Q (7535.300000 sec): 3 clusters
  Score: Raw -8350159.306234 + Penalty 12681.566845 = -8337477.739389
  nChanged 0
		SP:Iteration 47F (7535.530000 sec): 3 clusters
  Score: Raw -8350159.306234 + Penalty 12681.566845 = -8337477.739389
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 33 (101310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7536.180000 sec): 2 clusters
  Score: Raw -27183805.603119 + Penalty 7059.638496 = -27176745.964622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7536.960000 sec): 3 clusters
  Score: Raw -27121824.578843 + Penalty 14119.276993 = -27107705.301850
  nChanged 46240
		SP:Iteration 1F (7537.730000 sec): 3 clusters
  Score: Raw -27147079.481615 + Penalty 14119.276993 = -27132960.204622
  nChanged 4322
		SP:Iteration 2Q (7538.510000 sec): 3 clusters
  Score: Raw -27148505.528455 + Penalty 14119.276993 = -27134386.251462
  nChanged 4485
		SP:Iteration 3Q (7539.290000 sec): 3 clusters
  Score: Raw -27150199.714082 + Penalty 14119.276993 = -27136080.437090
  nChanged 4927
		SP:Iteration 4Q (7540.070000 sec): 3 clusters
  Score: Raw -27152380.352174 + Penalty 14119.276993 = -27138261.075181
  nChanged 5563
		SP:Iteration 5F (7540.840000 sec): 3 clusters
  Score: Raw -27155391.494161 + Penalty 14119.276993 = -27141272.217168
  nChanged 6359
		SP:Iteration 6F (7541.610000 sec): 3 clusters
  Score: Raw -27159400.494454 + Penalty 14119.276993 = -27145281.217461
  nChanged 6809
		SP:Iteration 7F (7542.380000 sec): 3 clusters
  Score: Raw -27164060.653370 + Penalty 14119.276993 = -27149941.376378
  nChanged 6657
		SP:Iteration 8F (7543.150000 sec): 3 clusters
  Score: Raw -27168824.749305 + Penalty 14119.276993 = -27154705.472313
  nChanged 5955
		SP:Iteration 9F (7543.920000 sec): 3 clusters
  Score: Raw -27173310.365921 + Penalty 14119.276993 = -27159191.088929
  nChanged 4943
		SP:Iteration 10Q (7544.680000 sec): 3 clusters
  Score: Raw -27177176.534674 + Penalty 14119.276993 = -27163057.257681
  nChanged 3817
		SP:Iteration 11Q (7545.430000 sec): 3 clusters
  Score: Raw -27180268.987156 + Penalty 14119.276993 = -27166149.710163
  nChanged 2599
		SP:Iteration 12Q (7546.150000 sec): 3 clusters
  Score: Raw -27182533.115631 + Penalty 14119.276993 = -27168413.838639
  nChanged 1634
		SP:Iteration 13Q (7546.840000 sec): 3 clusters
  Score: Raw -27184170.198646 + Penalty 14119.276993 = -27170050.921653
  nChanged 1028
		SP:Iteration 14Q (7547.470000 sec): 3 clusters
  Score: Raw -27185159.746867 + Penalty 14119.276993 = -27171040.469875
  nChanged 718
		SP:Iteration 15Q (7548.070000 sec): 3 clusters
  Score: Raw -27185751.896856 + Penalty 14119.276993 = -27171632.619864
  nChanged 542
		SP:Iteration 16Q (7548.650000 sec): 3 clusters
  Score: Raw -27186146.897413 + Penalty 14119.276993 = -27172027.620421
  nChanged 382
		SP:Iteration 17Q (7549.220000 sec): 3 clusters
  Score: Raw -27186401.888401 + Penalty 14119.276993 = -27172282.611409
  nChanged 323
		SP:Iteration 18Q (7549.780000 sec): 3 clusters
  Score: Raw -27186622.986321 + Penalty 14119.276993 = -27172503.709328
  nChanged 285
		SP:Iteration 19Q (7550.330000 sec): 3 clusters
  Score: Raw -27186807.050185 + Penalty 14119.276993 = -27172687.773193
  nChanged 268
		SP:Iteration 20F (7551.090000 sec): 3 clusters
  Score: Raw -27187027.519511 + Penalty 14119.276993 = -27172908.242519
  nChanged 263
		SP:Iteration 21Q (7551.640000 sec): 3 clusters
  Score: Raw -27187251.547921 + Penalty 14119.276993 = -27173132.270928
  nChanged 270
		SP:Iteration 22Q (7552.190000 sec): 3 clusters
  Score: Raw -27187515.447038 + Penalty 14119.276993 = -27173396.170045
  nChanged 280
		SP:Iteration 23Q (7552.740000 sec): 3 clusters
  Score: Raw -27187946.840732 + Penalty 14119.276993 = -27173827.563739
  nChanged 307
		SP:Iteration 24Q (7553.270000 sec): 3 clusters
  Score: Raw -27188509.621446 + Penalty 14119.276993 = -27174390.344453
  nChanged 301
		SP:Iteration 25Q (7553.810000 sec): 3 clusters
  Score: Raw -27188747.775320 + Penalty 14119.276993 = -27174628.498328
  nChanged 230
		SP:Iteration 26Q (7554.330000 sec): 3 clusters
  Score: Raw -27188862.124644 + Penalty 14119.276993 = -27174742.847651
  nChanged 161
		SP:Iteration 27Q (7554.860000 sec): 3 clusters
  Score: Raw -27188925.922728 + Penalty 14119.276993 = -27174806.645736
  nChanged 109
		SP:Iteration 28Q (7555.390000 sec): 3 clusters
  Score: Raw -27188961.285978 + Penalty 14119.276993 = -27174842.008985
  nChanged 84
		SP:Iteration 29Q (7555.920000 sec): 3 clusters
  Score: Raw -27188988.994487 + Penalty 14119.276993 = -27174869.717495
  nChanged 59
		SP:Iteration 30Q (7556.440000 sec): 3 clusters
  Score: Raw -27189003.997179 + Penalty 14119.276993 = -27174884.720187
  nChanged 38
		SP:Iteration 31Q (7556.970000 sec): 3 clusters
  Score: Raw -27189013.723259 + Penalty 14119.276993 = -27174894.446266
  nChanged 28
		SP:Iteration 32Q (7557.500000 sec): 3 clusters
  Score: Raw -27189019.848150 + Penalty 14119.276993 = -27174900.571157
  nChanged 16
		SP:Iteration 33Q (7558.030000 sec): 3 clusters
  Score: Raw -27189023.712132 + Penalty 14119.276993 = -27174904.435140
  nChanged 15
		SP:Iteration 34Q (7558.560000 sec): 3 clusters
  Score: Raw -27189026.949979 + Penalty 14119.276993 = -27174907.672987
  nChanged 13
		SP:Iteration 35Q (7559.090000 sec): 3 clusters
  Score: Raw -27189029.726177 + Penalty 14119.276993 = -27174910.449185
  nChanged 5
		SP:Iteration 36Q (7559.620000 sec): 3 clusters
  Score: Raw -27189030.632294 + Penalty 14119.276993 = -27174911.355301
  nChanged 3
		SP:Iteration 37Q (7560.140000 sec): 3 clusters
  Score: Raw -27189031.088648 + Penalty 14119.276993 = -27174911.811655
  nChanged 3
		SP:Iteration 38Q (7560.680000 sec): 3 clusters
  Score: Raw -27189031.664567 + Penalty 14119.276993 = -27174912.387574
  nChanged 2
		SP:Iteration 39Q (7561.200000 sec): 3 clusters
  Score: Raw -27189031.896550 + Penalty 14119.276993 = -27174912.619558
  nChanged 0
		SP:Iteration 40F (7561.960000 sec): 3 clusters
  Score: Raw -27189040.520327 + Penalty 14119.276993 = -27174921.243335
  nChanged 10
		SP:Iteration 41Q (7562.500000 sec): 3 clusters
  Score: Raw -27189044.569640 + Penalty 14119.276993 = -27174925.292648
  nChanged 16
		SP:Iteration 42Q (7563.040000 sec): 3 clusters
  Score: Raw -27189048.796291 + Penalty 14119.276993 = -27174929.519299
  nChanged 19
		SP:Iteration 43Q (7563.570000 sec): 3 clusters
  Score: Raw -27189053.448394 + Penalty 14119.276993 = -27174934.171402
  nChanged 14
		SP:Iteration 44Q (7564.110000 sec): 3 clusters
  Score: Raw -27189056.734910 + Penalty 14119.276993 = -27174937.457918
  nChanged 18
		SP:Iteration 45Q (7564.640000 sec): 3 clusters
  Score: Raw -27189060.315854 + Penalty 14119.276993 = -27174941.038862
  nChanged 9
		SP:Iteration 46Q (7565.180000 sec): 3 clusters
  Score: Raw -27189062.075020 + Penalty 14119.276993 = -27174942.798028
  nChanged 5
		SP:Iteration 47Q (7565.720000 sec): 3 clusters
  Score: Raw -27189062.892037 + Penalty 14119.276993 = -27174943.615044
  nChanged 6
		SP:Iteration 48Q (7566.250000 sec): 3 clusters
  Score: Raw -27189064.320256 + Penalty 14119.276993 = -27174945.043264
  nChanged 5
		SP:Iteration 49Q (7566.790000 sec): 3 clusters
  Score: Raw -27189065.265446 + Penalty 14119.276993 = -27174945.988454
  nChanged 8
		SP:Iteration 50Q (7567.330000 sec): 3 clusters
  Score: Raw -27189066.691549 + Penalty 14119.276993 = -27174947.414557
  nChanged 3
		SP:Iteration 51Q (7567.860000 sec): 3 clusters
  Score: Raw -27189067.408731 + Penalty 14119.276993 = -27174948.131739
  nChanged 2
		SP:Iteration 52Q (7568.400000 sec): 3 clusters
  Score: Raw -27189067.943698 + Penalty 14119.276993 = -27174948.666706
  nChanged 1
		SP:Iteration 53Q (7568.940000 sec): 3 clusters
  Score: Raw -27189068.208611 + Penalty 14119.276993 = -27174948.931619
  nChanged 0
		SP:Iteration 54F (7569.700000 sec): 3 clusters
  Score: Raw -27189068.208611 + Penalty 14119.276993 = -27174948.931619
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 34 (102459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7570.320000 sec): 2 clusters
  Score: Raw -27133672.156985 + Penalty 7066.546023 = -27126605.610962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7571.110000 sec): 3 clusters
  Score: Raw -27070767.357467 + Penalty 14133.092047 = -27056634.265420
  nChanged 46879
		SP:Iteration 1F (7571.890000 sec): 3 clusters
  Score: Raw -27096492.314887 + Penalty 14133.092047 = -27082359.222840
  nChanged 4128
		SP:Iteration 2Q (7572.680000 sec): 3 clusters
  Score: Raw -27097684.449205 + Penalty 14133.092047 = -27083551.357158
  nChanged 3797
		SP:Iteration 3Q (7573.460000 sec): 3 clusters
  Score: Raw -27098936.373082 + Penalty 14133.092047 = -27084803.281035
  nChanged 3935
		SP:Iteration 4Q (7574.260000 sec): 3 clusters
  Score: Raw -27100476.460593 + Penalty 14133.092047 = -27086343.368546
  nChanged 4050
		SP:Iteration 5Q (7575.040000 sec): 3 clusters
  Score: Raw -27102158.526933 + Penalty 14133.092047 = -27088025.434886
  nChanged 4136
		SP:Iteration 6Q (7575.820000 sec): 3 clusters
  Score: Raw -27103817.212568 + Penalty 14133.092047 = -27089684.120521
  nChanged 4008
		SP:Iteration 7Q (7576.600000 sec): 3 clusters
  Score: Raw -27105330.918114 + Penalty 14133.092047 = -27091197.826067
  nChanged 3988
		SP:Iteration 8Q (7577.370000 sec): 3 clusters
  Score: Raw -27106813.773102 + Penalty 14133.092047 = -27092680.681055
  nChanged 4063
		SP:Iteration 9Q (7578.150000 sec): 3 clusters
  Score: Raw -27108458.625870 + Penalty 14133.092047 = -27094325.533823
  nChanged 4383
		SP:Iteration 10Q (7578.920000 sec): 3 clusters
  Score: Raw -27110455.189795 + Penalty 14133.092047 = -27096322.097748
  nChanged 4877
		SP:Iteration 11Q (7579.700000 sec): 3 clusters
  Score: Raw -27112940.100635 + Penalty 14133.092047 = -27098807.008588
  nChanged 5393
		SP:Iteration 12F (7580.480000 sec): 3 clusters
  Score: Raw -27116077.792653 + Penalty 14133.092047 = -27101944.700606
  nChanged 5710
		SP:Iteration 13F (7581.260000 sec): 3 clusters
  Score: Raw -27119869.992553 + Penalty 14133.092047 = -27105736.900506
  nChanged 5606
		SP:Iteration 14F (7582.040000 sec): 3 clusters
  Score: Raw -27123948.375406 + Penalty 14133.092047 = -27109815.283359
  nChanged 4850
		SP:Iteration 15Q (7582.790000 sec): 3 clusters
  Score: Raw -27127706.215105 + Penalty 14133.092047 = -27113573.123058
  nChanged 3609
		SP:Iteration 16Q (7583.530000 sec): 3 clusters
  Score: Raw -27130558.681283 + Penalty 14133.092047 = -27116425.589236
  nChanged 2337
		SP:Iteration 17Q (7584.240000 sec): 3 clusters
  Score: Raw -27132397.789951 + Penalty 14133.092047 = -27118264.697904
  nChanged 1267
		SP:Iteration 18Q (7584.920000 sec): 3 clusters
  Score: Raw -27133381.007398 + Penalty 14133.092047 = -27119247.915351
  nChanged 709
		SP:Iteration 19Q (7585.560000 sec): 3 clusters
  Score: Raw -27133935.514876 + Penalty 14133.092047 = -27119802.422829
  nChanged 388
		SP:Iteration 20F (7586.340000 sec): 3 clusters
  Score: Raw -27134248.720503 + Penalty 14133.092047 = -27120115.628456
  nChanged 234
		SP:Iteration 21Q (7586.930000 sec): 3 clusters
  Score: Raw -27134439.030097 + Penalty 14133.092047 = -27120305.938050
  nChanged 157
		SP:Iteration 22Q (7587.520000 sec): 3 clusters
  Score: Raw -27134566.034033 + Penalty 14133.092047 = -27120432.941986
  nChanged 108
		SP:Iteration 23Q (7588.090000 sec): 3 clusters
  Score: Raw -27134649.458791 + Penalty 14133.092047 = -27120516.366744
  nChanged 66
		SP:Iteration 24Q (7588.670000 sec): 3 clusters
  Score: Raw -27134693.733763 + Penalty 14133.092047 = -27120560.641716
  nChanged 31
		SP:Iteration 25Q (7589.230000 sec): 3 clusters
  Score: Raw -27134714.651914 + Penalty 14133.092047 = -27120581.559867
  nChanged 26
		SP:Iteration 26Q (7589.800000 sec): 3 clusters
  Score: Raw -27134733.649697 + Penalty 14133.092047 = -27120600.557650
  nChanged 20
		SP:Iteration 27Q (7590.370000 sec): 3 clusters
  Score: Raw -27134747.782985 + Penalty 14133.092047 = -27120614.690938
  nChanged 14
		SP:Iteration 28Q (7590.930000 sec): 3 clusters
  Score: Raw -27134759.128174 + Penalty 14133.092047 = -27120626.036127
  nChanged 11
		SP:Iteration 29Q (7591.490000 sec): 3 clusters
  Score: Raw -27134768.401499 + Penalty 14133.092047 = -27120635.309452
  nChanged 17
		SP:Iteration 30Q (7592.060000 sec): 3 clusters
  Score: Raw -27134784.239941 + Penalty 14133.092047 = -27120651.147894
  nChanged 26
		SP:Iteration 31Q (7592.620000 sec): 3 clusters
  Score: Raw -27134808.748896 + Penalty 14133.092047 = -27120675.656849
  nChanged 22
		SP:Iteration 32Q (7593.190000 sec): 3 clusters
  Score: Raw -27134825.912178 + Penalty 14133.092047 = -27120692.820131
  nChanged 16
		SP:Iteration 33Q (7593.750000 sec): 3 clusters
  Score: Raw -27134836.763602 + Penalty 14133.092047 = -27120703.671555
  nChanged 11
		SP:Iteration 34Q (7594.310000 sec): 3 clusters
  Score: Raw -27134844.390439 + Penalty 14133.092047 = -27120711.298392
  nChanged 8
		SP:Iteration 35Q (7594.870000 sec): 3 clusters
  Score: Raw -27134851.067067 + Penalty 14133.092047 = -27120717.975020
  nChanged 9
		SP:Iteration 36Q (7595.420000 sec): 3 clusters
  Score: Raw -27134858.500000 + Penalty 14133.092047 = -27120725.407953
  nChanged 7
		SP:Iteration 37Q (7595.980000 sec): 3 clusters
  Score: Raw -27134862.968948 + Penalty 14133.092047 = -27120729.876901
  nChanged 2
		SP:Iteration 38Q (7596.530000 sec): 3 clusters
  Score: Raw -27134865.123322 + Penalty 14133.092047 = -27120732.031275
  nChanged 1
		SP:Iteration 39Q (7597.090000 sec): 3 clusters
  Score: Raw -27134865.819691 + Penalty 14133.092047 = -27120732.727644
  nChanged 1
		SP:Iteration 40F (7597.860000 sec): 3 clusters
  Score: Raw -27134866.301120 + Penalty 14133.092047 = -27120733.209073
  nChanged 1
		SP:Iteration 41Q (7598.420000 sec): 3 clusters
  Score: Raw -27134866.931362 + Penalty 14133.092047 = -27120733.839315
  nChanged 1
		SP:Iteration 42Q (7598.980000 sec): 3 clusters
  Score: Raw -27134867.951634 + Penalty 14133.092047 = -27120734.859587
  nChanged 2
		SP:Iteration 43Q (7599.540000 sec): 3 clusters
  Score: Raw -27134870.152333 + Penalty 14133.092047 = -27120737.060286
  nChanged 5
		SP:Iteration 44Q (7600.100000 sec): 3 clusters
  Score: Raw -27134873.597961 + Penalty 14133.092047 = -27120740.505914
  nChanged 3
		SP:Iteration 45Q (7600.660000 sec): 3 clusters
  Score: Raw -27134875.243797 + Penalty 14133.092047 = -27120742.151750
  nChanged 2
		SP:Iteration 46Q (7601.210000 sec): 3 clusters
  Score: Raw -27134877.221593 + Penalty 14133.092047 = -27120744.129546
  nChanged 1
		SP:Iteration 47Q (7601.770000 sec): 3 clusters
  Score: Raw -27134877.943760 + Penalty 14133.092047 = -27120744.851713
  nChanged 1
		SP:Iteration 48Q (7602.330000 sec): 3 clusters
  Score: Raw -27134878.339607 + Penalty 14133.092047 = -27120745.247560
  nChanged 0
		SP:Iteration 49F (7603.100000 sec): 3 clusters
  Score: Raw -27134878.339607 + Penalty 14133.092047 = -27120745.247560
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 35 (1077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7603.180000 sec): 2 clusters
  Score: Raw -268324.594375 + Penalty 4276.434990 = -264048.159386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7603.190000 sec): 3 clusters
  Score: Raw -268596.174937 + Penalty 8552.869980 = -260043.304957
  nChanged 196
		SP:Iteration 1F (7603.190000 sec): 3 clusters
  Score: Raw -269227.897828 + Penalty 8552.869980 = -260675.027849
  nChanged 85
		SP:Iteration 2F (7603.210000 sec): 3 clusters
  Score: Raw -269620.910487 + Penalty 8552.869980 = -261068.040507
  nChanged 43
		SP:Iteration 3Q (7603.210000 sec): 3 clusters
  Score: Raw -269781.452227 + Penalty 8552.869980 = -261228.582248
  nChanged 43
		SP:Iteration 4Q (7603.220000 sec): 3 clusters
  Score: Raw -269949.203357 + Penalty 8552.869980 = -261396.333377
  nChanged 44
		SP:Iteration 5Q (7603.230000 sec): 3 clusters
  Score: Raw -270206.959351 + Penalty 8552.869980 = -261654.089372
  nChanged 55
		SP:Iteration 6F (7603.230000 sec): 3 clusters
  Score: Raw -270424.145416 + Penalty 8552.869980 = -261871.275437
  nChanged 41
		SP:Iteration 7Q (7603.240000 sec): 3 clusters
  Score: Raw -270687.069291 + Penalty 8552.869980 = -262134.199312
  nChanged 42
		SP:Iteration 8Q (7603.250000 sec): 3 clusters
  Score: Raw -270910.180771 + Penalty 8552.869980 = -262357.310791
  nChanged 34
		SP:Iteration 9Q (7603.250000 sec): 3 clusters
  Score: Raw -271146.955787 + Penalty 8552.869980 = -262594.085808
  nChanged 20
		SP:Iteration 10Q (7603.260000 sec): 3 clusters
  Score: Raw -271388.008234 + Penalty 8552.869980 = -262835.138254
  nChanged 18
		SP:Iteration 11Q (7603.270000 sec): 3 clusters
  Score: Raw -271737.389903 + Penalty 8552.869980 = -263184.519924
  nChanged 17
		SP:Iteration 12Q (7603.270000 sec): 3 clusters
  Score: Raw -272321.728215 + Penalty 8552.869980 = -263768.858235
  nChanged 9
		SP:Iteration 13Q (7603.280000 sec): 3 clusters
  Score: Raw -272422.367185 + Penalty 8552.869980 = -263869.497205
  nChanged 6
		SP:Iteration 14Q (7603.280000 sec): 3 clusters
  Score: Raw -272509.684258 + Penalty 8552.869980 = -263956.814279
  nChanged 3
		SP:Iteration 15Q (7603.290000 sec): 3 clusters
  Score: Raw -272540.877851 + Penalty 8552.869980 = -263988.007871
  nChanged 6
		SP:Iteration 16Q (7603.290000 sec): 3 clusters
  Score: Raw -272593.672012 + Penalty 8552.869980 = -264040.802032
  nChanged 0
		SP:Iteration 17F (7603.300000 sec): 3 clusters
  Score: Raw -272593.672012 + Penalty 8552.869980 = -264040.802032
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 36 (1686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7603.320000 sec): 2 clusters
  Score: Raw -416436.123252 + Penalty 4550.944910 = -411885.178342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7603.330000 sec): 3 clusters
  Score: Raw -416369.589659 + Penalty 9101.889820 = -407267.699839
  nChanged 379
		SP:Iteration 1F (7603.340000 sec): 3 clusters
  Score: Raw -417009.600474 + Penalty 9101.889820 = -407907.710655
  nChanged 119
		SP:Iteration 2F (7603.360000 sec): 3 clusters
  Score: Raw -417253.620255 + Penalty 9101.889820 = -408151.730436
  nChanged 63
		SP:Iteration 3Q (7603.370000 sec): 3 clusters
  Score: Raw -417425.961281 + Penalty 9101.889820 = -408324.071461
  nChanged 54
		SP:Iteration 4Q (7603.380000 sec): 3 clusters
  Score: Raw -417600.954245 + Penalty 9101.889820 = -408499.064425
  nChanged 51
		SP:Iteration 5Q (7603.390000 sec): 3 clusters
  Score: Raw -417776.569616 + Penalty 9101.889820 = -408674.679796
  nChanged 59
		SP:Iteration 6Q (7603.400000 sec): 3 clusters
  Score: Raw -417958.646975 + Penalty 9101.889820 = -408856.757155
  nChanged 47
		SP:Iteration 7Q (7603.410000 sec): 3 clusters
  Score: Raw -418080.500606 + Penalty 9101.889820 = -408978.610786
  nChanged 39
		SP:Iteration 8Q (7603.430000 sec): 3 clusters
  Score: Raw -418172.086533 + Penalty 9101.889820 = -409070.196714
  nChanged 33
		SP:Iteration 9Q (7603.440000 sec): 3 clusters
  Score: Raw -418252.232289 + Penalty 9101.889820 = -409150.342469
  nChanged 42
		SP:Iteration 10Q (7603.450000 sec): 3 clusters
  Score: Raw -418348.732816 + Penalty 9101.889820 = -409246.842996
  nChanged 43
		SP:Iteration 11Q (7603.460000 sec): 3 clusters
  Score: Raw -418426.911934 + Penalty 9101.889820 = -409325.022114
  nChanged 35
		SP:Iteration 12Q (7603.470000 sec): 3 clusters
  Score: Raw -418486.007527 + Penalty 9101.889820 = -409384.117707
  nChanged 28
		SP:Iteration 13Q (7603.480000 sec): 3 clusters
  Score: Raw -418539.065183 + Penalty 9101.889820 = -409437.175363
  nChanged 22
		SP:Iteration 14Q (7603.490000 sec): 3 clusters
  Score: Raw -418574.741438 + Penalty 9101.889820 = -409472.851618
  nChanged 21
		SP:Iteration 15Q (7603.500000 sec): 3 clusters
  Score: Raw -418613.565124 + Penalty 9101.889820 = -409511.675304
  nChanged 24
		SP:Iteration 16Q (7603.510000 sec): 3 clusters
  Score: Raw -418658.556228 + Penalty 9101.889820 = -409556.666408
  nChanged 16
		SP:Iteration 17Q (7603.520000 sec): 3 clusters
  Score: Raw -418689.448959 + Penalty 9101.889820 = -409587.559139
  nChanged 12
		SP:Iteration 18Q (7603.530000 sec): 3 clusters
  Score: Raw -418716.973413 + Penalty 9101.889820 = -409615.083593
  nChanged 9
		SP:Iteration 19Q (7603.550000 sec): 3 clusters
  Score: Raw -418731.624293 + Penalty 9101.889820 = -409629.734474
  nChanged 7
		SP:Iteration 20F (7603.560000 sec): 3 clusters
  Score: Raw -418750.213324 + Penalty 9101.889820 = -409648.323504
  nChanged 4
		SP:Iteration 21Q (7603.570000 sec): 3 clusters
  Score: Raw -418765.746713 + Penalty 9101.889820 = -409663.856893
  nChanged 5
		SP:Iteration 22Q (7603.580000 sec): 3 clusters
  Score: Raw -418772.690107 + Penalty 9101.889820 = -409670.800287
  nChanged 6
		SP:Iteration 23Q (7603.590000 sec): 3 clusters
  Score: Raw -418790.121813 + Penalty 9101.889820 = -409688.231993
  nChanged 7
		SP:Iteration 24Q (7603.600000 sec): 3 clusters
  Score: Raw -418809.983752 + Penalty 9101.889820 = -409708.093932
  nChanged 4
		SP:Iteration 25Q (7603.610000 sec): 3 clusters
  Score: Raw -418823.110263 + Penalty 9101.889820 = -409721.220443
  nChanged 4
		SP:Iteration 26Q (7603.620000 sec): 3 clusters
  Score: Raw -418835.518531 + Penalty 9101.889820 = -409733.628711
  nChanged 3
		SP:Iteration 27Q (7603.630000 sec): 3 clusters
  Score: Raw -418840.422888 + Penalty 9101.889820 = -409738.533068
  nChanged 2
		SP:Iteration 28Q (7603.640000 sec): 3 clusters
  Score: Raw -418848.255220 + Penalty 9101.889820 = -409746.365400
  nChanged 2
		SP:Iteration 29Q (7603.650000 sec): 3 clusters
  Score: Raw -418850.433040 + Penalty 9101.889820 = -409748.543220
  nChanged 1
		SP:Iteration 30Q (7603.670000 sec): 3 clusters
  Score: Raw -418851.518865 + Penalty 9101.889820 = -409749.629046
  nChanged 0
		SP:Iteration 31F (7603.680000 sec): 3 clusters
  Score: Raw -418851.518865 + Penalty 9101.889820 = -409749.629046
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 37 (6511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7603.730000 sec): 2 clusters
  Score: Raw -1678674.247947 + Penalty 5378.514604 = -1673295.733343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7603.780000 sec): 3 clusters
  Score: Raw -1676062.156136 + Penalty 10757.029208 = -1665305.126928
  nChanged 2181
		SP:Iteration 1F (7603.830000 sec): 3 clusters
  Score: Raw -1677529.119959 + Penalty 10757.029208 = -1666772.090751
  nChanged 483
		SP:Iteration 2F (7603.880000 sec): 3 clusters
  Score: Raw -1677921.696635 + Penalty 10757.029208 = -1667164.667427
  nChanged 320
		SP:Iteration 3Q (7603.930000 sec): 3 clusters
  Score: Raw -1678177.852426 + Penalty 10757.029208 = -1667420.823218
  nChanged 237
		SP:Iteration 4Q (7603.970000 sec): 3 clusters
  Score: Raw -1678394.651097 + Penalty 10757.029208 = -1667637.621889
  nChanged 243
		SP:Iteration 5Q (7604.020000 sec): 3 clusters
  Score: Raw -1678654.423118 + Penalty 10757.029208 = -1667897.393910
  nChanged 226
		SP:Iteration 6Q (7604.070000 sec): 3 clusters
  Score: Raw -1678892.806949 + Penalty 10757.029208 = -1668135.777740
  nChanged 203
		SP:Iteration 7Q (7604.120000 sec): 3 clusters
  Score: Raw -1679144.622875 + Penalty 10757.029208 = -1668387.593667
  nChanged 242
		SP:Iteration 8Q (7604.160000 sec): 3 clusters
  Score: Raw -1679399.253202 + Penalty 10757.029208 = -1668642.223994
  nChanged 198
		SP:Iteration 9Q (7604.210000 sec): 3 clusters
  Score: Raw -1679600.237580 + Penalty 10757.029208 = -1668843.208372
  nChanged 199
		SP:Iteration 10Q (7604.250000 sec): 3 clusters
  Score: Raw -1679770.508517 + Penalty 10757.029208 = -1669013.479309
  nChanged 163
		SP:Iteration 11Q (7604.300000 sec): 3 clusters
  Score: Raw -1679915.213679 + Penalty 10757.029208 = -1669158.184471
  nChanged 166
		SP:Iteration 12Q (7604.340000 sec): 3 clusters
  Score: Raw -1680076.104281 + Penalty 10757.029208 = -1669319.075072
  nChanged 174
		SP:Iteration 13Q (7604.390000 sec): 3 clusters
  Score: Raw -1680244.053674 + Penalty 10757.029208 = -1669487.024466
  nChanged 171
		SP:Iteration 14Q (7604.430000 sec): 3 clusters
  Score: Raw -1680421.561798 + Penalty 10757.029208 = -1669664.532590
  nChanged 177
		SP:Iteration 15Q (7604.480000 sec): 3 clusters
  Score: Raw -1680621.720463 + Penalty 10757.029208 = -1669864.691255
  nChanged 181
		SP:Iteration 16Q (7604.520000 sec): 3 clusters
  Score: Raw -1680849.755343 + Penalty 10757.029208 = -1670092.726134
  nChanged 197
		SP:Iteration 17Q (7604.570000 sec): 3 clusters
  Score: Raw -1681097.121025 + Penalty 10757.029208 = -1670340.091816
  nChanged 167
		SP:Iteration 18Q (7604.610000 sec): 3 clusters
  Score: Raw -1681306.594126 + Penalty 10757.029208 = -1670549.564918
  nChanged 177
		SP:Iteration 19Q (7604.650000 sec): 3 clusters
  Score: Raw -1681523.621025 + Penalty 10757.029208 = -1670766.591816
  nChanged 141
		SP:Iteration 20F (7604.700000 sec): 3 clusters
  Score: Raw -1681681.506321 + Penalty 10757.029208 = -1670924.477113
  nChanged 101
		SP:Iteration 21Q (7604.750000 sec): 3 clusters
  Score: Raw -1681786.635474 + Penalty 10757.029208 = -1671029.606266
  nChanged 87
		SP:Iteration 22Q (7604.790000 sec): 3 clusters
  Score: Raw -1681868.725282 + Penalty 10757.029208 = -1671111.696074
  nChanged 64
		SP:Iteration 23Q (7604.830000 sec): 3 clusters
  Score: Raw -1681927.162769 + Penalty 10757.029208 = -1671170.133561
  nChanged 56
		SP:Iteration 24Q (7604.870000 sec): 3 clusters
  Score: Raw -1681978.160951 + Penalty 10757.029208 = -1671221.131743
  nChanged 42
		SP:Iteration 25Q (7604.910000 sec): 3 clusters
  Score: Raw -1682009.842437 + Penalty 10757.029208 = -1671252.813229
  nChanged 33
		SP:Iteration 26Q (7604.950000 sec): 3 clusters
  Score: Raw -1682033.613004 + Penalty 10757.029208 = -1671276.583795
  nChanged 24
		SP:Iteration 27Q (7604.990000 sec): 3 clusters
  Score: Raw -1682049.826030 + Penalty 10757.029208 = -1671292.796821
  nChanged 23
		SP:Iteration 28Q (7605.030000 sec): 3 clusters
  Score: Raw -1682063.667477 + Penalty 10757.029208 = -1671306.638269
  nChanged 22
		SP:Iteration 29Q (7605.070000 sec): 3 clusters
  Score: Raw -1682077.671001 + Penalty 10757.029208 = -1671320.641793
  nChanged 19
		SP:Iteration 30Q (7605.110000 sec): 3 clusters
  Score: Raw -1682090.510638 + Penalty 10757.029208 = -1671333.481430
  nChanged 17
		SP:Iteration 31Q (7605.150000 sec): 3 clusters
  Score: Raw -1682099.342723 + Penalty 10757.029208 = -1671342.313514
  nChanged 16
		SP:Iteration 32Q (7605.180000 sec): 3 clusters
  Score: Raw -1682107.671170 + Penalty 10757.029208 = -1671350.641961
  nChanged 10
		SP:Iteration 33Q (7605.220000 sec): 3 clusters
  Score: Raw -1682113.061810 + Penalty 10757.029208 = -1671356.032602
  nChanged 8
		SP:Iteration 34Q (7605.260000 sec): 3 clusters
  Score: Raw -1682118.086834 + Penalty 10757.029208 = -1671361.057626
  nChanged 11
		SP:Iteration 35Q (7605.300000 sec): 3 clusters
  Score: Raw -1682124.596394 + Penalty 10757.029208 = -1671367.567186
  nChanged 11
		SP:Iteration 36Q (7605.340000 sec): 3 clusters
  Score: Raw -1682131.371322 + Penalty 10757.029208 = -1671374.342114
  nChanged 10
		SP:Iteration 37Q (7605.380000 sec): 3 clusters
  Score: Raw -1682137.097230 + Penalty 10757.029208 = -1671380.068022
  nChanged 5
		SP:Iteration 38Q (7605.420000 sec): 3 clusters
  Score: Raw -1682140.070537 + Penalty 10757.029208 = -1671383.041329
  nChanged 8
		SP:Iteration 39Q (7605.460000 sec): 3 clusters
  Score: Raw -1682144.387035 + Penalty 10757.029208 = -1671387.357827
  nChanged 10
		SP:Iteration 40F (7605.510000 sec): 3 clusters
  Score: Raw -1682149.991949 + Penalty 10757.029208 = -1671392.962741
  nChanged 3
		SP:Iteration 41Q (7605.550000 sec): 3 clusters
  Score: Raw -1682151.592240 + Penalty 10757.029208 = -1671394.563032
  nChanged 3
		SP:Iteration 42Q (7605.590000 sec): 3 clusters
  Score: Raw -1682152.780517 + Penalty 10757.029208 = -1671395.751309
  nChanged 2
		SP:Iteration 43Q (7605.630000 sec): 3 clusters
  Score: Raw -1682153.768904 + Penalty 10757.029208 = -1671396.739696
  nChanged 2
		SP:Iteration 44Q (7605.670000 sec): 3 clusters
  Score: Raw -1682155.250555 + Penalty 10757.029208 = -1671398.221347
  nChanged 3
		SP:Iteration 45Q (7605.710000 sec): 3 clusters
  Score: Raw -1682156.765510 + Penalty 10757.029208 = -1671399.736301
  nChanged 4
		SP:Iteration 46Q (7605.750000 sec): 3 clusters
  Score: Raw -1682158.511956 + Penalty 10757.029208 = -1671401.482748
  nChanged 7
		SP:Iteration 47Q (7605.790000 sec): 3 clusters
  Score: Raw -1682161.828531 + Penalty 10757.029208 = -1671404.799322
  nChanged 2
		SP:Iteration 48Q (7605.830000 sec): 3 clusters
  Score: Raw -1682162.573843 + Penalty 10757.029208 = -1671405.544635
  nChanged 1
		SP:Iteration 49Q (7605.870000 sec): 3 clusters
  Score: Raw -1682162.925685 + Penalty 10757.029208 = -1671405.896477
  nChanged 2
		SP:Iteration 50Q (7605.910000 sec): 3 clusters
  Score: Raw -1682163.539639 + Penalty 10757.029208 = -1671406.510431
  nChanged 3
		SP:Iteration 51Q (7605.950000 sec): 3 clusters
  Score: Raw -1682164.942676 + Penalty 10757.029208 = -1671407.913468
  nChanged 3
		SP:Iteration 52Q (7605.990000 sec): 3 clusters
  Score: Raw -1682166.165902 + Penalty 10757.029208 = -1671409.136694
  nChanged 1
		SP:Iteration 53Q (7606.030000 sec): 3 clusters
  Score: Raw -1682166.955047 + Penalty 10757.029208 = -1671409.925839
  nChanged 0
		SP:Iteration 54F (7606.070000 sec): 3 clusters
  Score: Raw -1682166.955047 + Penalty 10757.029208 = -1671409.925839
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 38 (20467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7606.210000 sec): 2 clusters
  Score: Raw -5406553.737141 + Penalty 6080.023581 = -5400473.713560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7606.360000 sec): 3 clusters
  Score: Raw -5395845.890959 + Penalty 12160.047162 = -5383685.843797
  nChanged 8291
		SP:Iteration 1F (7606.510000 sec): 3 clusters
  Score: Raw -5400389.985515 + Penalty 12160.047162 = -5388229.938353
  nChanged 1418
		SP:Iteration 2F (7606.670000 sec): 3 clusters
  Score: Raw -5401152.831737 + Penalty 12160.047162 = -5388992.784575
  nChanged 1111
		SP:Iteration 3F (7606.820000 sec): 3 clusters
  Score: Raw -5401775.183238 + Penalty 12160.047162 = -5389615.136076
  nChanged 947
		SP:Iteration 4Q (7606.970000 sec): 3 clusters
  Score: Raw -5402306.170813 + Penalty 12160.047162 = -5390146.123651
  nChanged 878
		SP:Iteration 5Q (7607.130000 sec): 3 clusters
  Score: Raw -5402776.943881 + Penalty 12160.047162 = -5390616.896719
  nChanged 732
		SP:Iteration 6Q (7607.280000 sec): 3 clusters
  Score: Raw -5403144.070047 + Penalty 12160.047162 = -5390984.022885
  nChanged 706
		SP:Iteration 7Q (7607.430000 sec): 3 clusters
  Score: Raw -5403488.171447 + Penalty 12160.047162 = -5391328.124285
  nChanged 660
		SP:Iteration 8Q (7607.590000 sec): 3 clusters
  Score: Raw -5403826.728031 + Penalty 12160.047162 = -5391666.680868
  nChanged 669
		SP:Iteration 9Q (7607.740000 sec): 3 clusters
  Score: Raw -5404179.632577 + Penalty 12160.047162 = -5392019.585415
  nChanged 689
		SP:Iteration 10Q (7607.890000 sec): 3 clusters
  Score: Raw -5404554.500586 + Penalty 12160.047162 = -5392394.453423
  nChanged 691
		SP:Iteration 11Q (7608.040000 sec): 3 clusters
  Score: Raw -5404962.833080 + Penalty 12160.047162 = -5392802.785918
  nChanged 687
		SP:Iteration 12Q (7608.190000 sec): 3 clusters
  Score: Raw -5405344.273203 + Penalty 12160.047162 = -5393184.226041
  nChanged 625
		SP:Iteration 13Q (7608.340000 sec): 3 clusters
  Score: Raw -5405703.168625 + Penalty 12160.047162 = -5393543.121463
  nChanged 620
		SP:Iteration 14Q (7608.490000 sec): 3 clusters
  Score: Raw -5406011.735954 + Penalty 12160.047162 = -5393851.688792
  nChanged 535
		SP:Iteration 15Q (7608.650000 sec): 3 clusters
  Score: Raw -5406260.131606 + Penalty 12160.047162 = -5394100.084443
  nChanged 484
		SP:Iteration 16Q (7608.790000 sec): 3 clusters
  Score: Raw -5406459.481707 + Penalty 12160.047162 = -5394299.434545
  nChanged 417
		SP:Iteration 17Q (7608.940000 sec): 3 clusters
  Score: Raw -5406626.602987 + Penalty 12160.047162 = -5394466.555825
  nChanged 331
		SP:Iteration 18Q (7609.090000 sec): 3 clusters
  Score: Raw -5406749.360543 + Penalty 12160.047162 = -5394589.313380
  nChanged 282
		SP:Iteration 19Q (7609.240000 sec): 3 clusters
  Score: Raw -5406848.969382 + Penalty 12160.047162 = -5394688.922220
  nChanged 250
		SP:Iteration 20F (7609.390000 sec): 3 clusters
  Score: Raw -5406934.242232 + Penalty 12160.047162 = -5394774.195070
  nChanged 223
		SP:Iteration 21Q (7609.540000 sec): 3 clusters
  Score: Raw -5407010.043794 + Penalty 12160.047162 = -5394849.996631
  nChanged 213
		SP:Iteration 22Q (7609.690000 sec): 3 clusters
  Score: Raw -5407079.364392 + Penalty 12160.047162 = -5394919.317230
  nChanged 164
		SP:Iteration 23Q (7609.840000 sec): 3 clusters
  Score: Raw -5407121.666899 + Penalty 12160.047162 = -5394961.619737
  nChanged 146
		SP:Iteration 24Q (7609.990000 sec): 3 clusters
  Score: Raw -5407160.935825 + Penalty 12160.047162 = -5395000.888663
  nChanged 139
		SP:Iteration 25Q (7610.130000 sec): 3 clusters
  Score: Raw -5407197.401193 + Penalty 12160.047162 = -5395037.354031
  nChanged 127
		SP:Iteration 26Q (7610.280000 sec): 3 clusters
  Score: Raw -5407227.654086 + Penalty 12160.047162 = -5395067.606924
  nChanged 107
		SP:Iteration 27Q (7610.430000 sec): 3 clusters
  Score: Raw -5407254.149371 + Penalty 12160.047162 = -5395094.102209
  nChanged 115
		SP:Iteration 28Q (7610.570000 sec): 3 clusters
  Score: Raw -5407285.722315 + Penalty 12160.047162 = -5395125.675153
  nChanged 97
		SP:Iteration 29Q (7610.720000 sec): 3 clusters
  Score: Raw -5407310.832108 + Penalty 12160.047162 = -5395150.784946
  nChanged 96
		SP:Iteration 30Q (7610.870000 sec): 3 clusters
  Score: Raw -5407335.859851 + Penalty 12160.047162 = -5395175.812689
  nChanged 98
		SP:Iteration 31Q (7611.010000 sec): 3 clusters
  Score: Raw -5407360.128579 + Penalty 12160.047162 = -5395200.081417
  nChanged 85
		SP:Iteration 32Q (7611.160000 sec): 3 clusters
  Score: Raw -5407381.384291 + Penalty 12160.047162 = -5395221.337129
  nChanged 86
		SP:Iteration 33Q (7611.300000 sec): 3 clusters
  Score: Raw -5407401.373794 + Penalty 12160.047162 = -5395241.326632
  nChanged 81
		SP:Iteration 34Q (7611.450000 sec): 3 clusters
  Score: Raw -5407419.438146 + Penalty 12160.047162 = -5395259.390984
  nChanged 68
		SP:Iteration 35Q (7611.590000 sec): 3 clusters
  Score: Raw -5407434.088325 + Penalty 12160.047162 = -5395274.041163
  nChanged 69
		SP:Iteration 36Q (7611.740000 sec): 3 clusters
  Score: Raw -5407447.302284 + Penalty 12160.047162 = -5395287.255122
  nChanged 61
		SP:Iteration 37Q (7611.880000 sec): 3 clusters
  Score: Raw -5407460.880935 + Penalty 12160.047162 = -5395300.833773
  nChanged 58
		SP:Iteration 38Q (7612.030000 sec): 3 clusters
  Score: Raw -5407476.080082 + Penalty 12160.047162 = -5395316.032920
  nChanged 54
		SP:Iteration 39Q (7612.170000 sec): 3 clusters
  Score: Raw -5407487.856545 + Penalty 12160.047162 = -5395327.809383
  nChanged 49
		SP:Iteration 40F (7612.330000 sec): 3 clusters
  Score: Raw -5407498.334405 + Penalty 12160.047162 = -5395338.287243
  nChanged 49
		SP:Iteration 41Q (7612.470000 sec): 3 clusters
  Score: Raw -5407507.902647 + Penalty 12160.047162 = -5395347.855485
  nChanged 44
		SP:Iteration 42Q (7612.610000 sec): 3 clusters
  Score: Raw -5407516.831494 + Penalty 12160.047162 = -5395356.784332
  nChanged 43
		SP:Iteration 43Q (7612.760000 sec): 3 clusters
  Score: Raw -5407524.452625 + Penalty 12160.047162 = -5395364.405463
  nChanged 32
		SP:Iteration 44Q (7612.900000 sec): 3 clusters
  Score: Raw -5407530.296448 + Penalty 12160.047162 = -5395370.249286
  nChanged 27
		SP:Iteration 45Q (7613.050000 sec): 3 clusters
  Score: Raw -5407534.808793 + Penalty 12160.047162 = -5395374.761631
  nChanged 21
		SP:Iteration 46Q (7613.190000 sec): 3 clusters
  Score: Raw -5407538.461178 + Penalty 12160.047162 = -5395378.414016
  nChanged 23
		SP:Iteration 47Q (7613.330000 sec): 3 clusters
  Score: Raw -5407542.586789 + Penalty 12160.047162 = -5395382.539627
  nChanged 14
		SP:Iteration 48Q (7613.480000 sec): 3 clusters
  Score: Raw -5407545.219752 + Penalty 12160.047162 = -5395385.172590
  nChanged 15
		SP:Iteration 49Q (7613.620000 sec): 3 clusters
  Score: Raw -5407547.460622 + Penalty 12160.047162 = -5395387.413460
  nChanged 9
		SP:Iteration 50Q (7613.770000 sec): 3 clusters
  Score: Raw -5407549.294704 + Penalty 12160.047162 = -5395389.247541
  nChanged 14
		SP:Iteration 51Q (7613.910000 sec): 3 clusters
  Score: Raw -5407551.516722 + Penalty 12160.047162 = -5395391.469560
  nChanged 12
		SP:Iteration 52Q (7614.060000 sec): 3 clusters
  Score: Raw -5407553.701137 + Penalty 12160.047162 = -5395393.653975
  nChanged 9
		SP:Iteration 53Q (7614.200000 sec): 3 clusters
  Score: Raw -5407555.392690 + Penalty 12160.047162 = -5395395.345528
  nChanged 10
		SP:Iteration 54Q (7614.350000 sec): 3 clusters
  Score: Raw -5407556.941259 + Penalty 12160.047162 = -5395396.894097
  nChanged 9
		SP:Iteration 55Q (7614.490000 sec): 3 clusters
  Score: Raw -5407558.687220 + Penalty 12160.047162 = -5395398.640058
  nChanged 14
		SP:Iteration 56Q (7614.640000 sec): 3 clusters
  Score: Raw -5407561.038615 + Penalty 12160.047162 = -5395400.991453
  nChanged 8
		SP:Iteration 57Q (7614.780000 sec): 3 clusters
  Score: Raw -5407562.282929 + Penalty 12160.047162 = -5395402.235767
  nChanged 10
		SP:Iteration 58Q (7614.930000 sec): 3 clusters
  Score: Raw -5407563.800807 + Penalty 12160.047162 = -5395403.753645
  nChanged 4
		SP:Iteration 59Q (7615.070000 sec): 3 clusters
  Score: Raw -5407564.410194 + Penalty 12160.047162 = -5395404.363032
  nChanged 5
		SP:Iteration 60F (7615.220000 sec): 3 clusters
  Score: Raw -5407565.239293 + Penalty 12160.047162 = -5395405.192131
  nChanged 6
		SP:Iteration 61Q (7615.370000 sec): 3 clusters
  Score: Raw -5407566.143237 + Penalty 12160.047162 = -5395406.096075
  nChanged 8
		SP:Iteration 62Q (7615.510000 sec): 3 clusters
  Score: Raw -5407567.410292 + Penalty 12160.047162 = -5395407.363130
  nChanged 10
		SP:Iteration 63Q (7615.650000 sec): 3 clusters
  Score: Raw -5407569.071428 + Penalty 12160.047162 = -5395409.024265
  nChanged 12
		SP:Iteration 64Q (7615.800000 sec): 3 clusters
  Score: Raw -5407571.482277 + Penalty 12160.047162 = -5395411.435115
  nChanged 14
		SP:Iteration 65Q (7615.940000 sec): 3 clusters
  Score: Raw -5407573.928037 + Penalty 12160.047162 = -5395413.880875
  nChanged 17
		SP:Iteration 66Q (7616.090000 sec): 3 clusters
  Score: Raw -5407576.724966 + Penalty 12160.047162 = -5395416.677804
  nChanged 13
		SP:Iteration 67Q (7616.230000 sec): 3 clusters
  Score: Raw -5407579.184045 + Penalty 12160.047162 = -5395419.136883
  nChanged 10
		SP:Iteration 68Q (7616.370000 sec): 3 clusters
  Score: Raw -5407580.828792 + Penalty 12160.047162 = -5395420.781630
  nChanged 10
		SP:Iteration 69Q (7616.520000 sec): 3 clusters
  Score: Raw -5407582.298889 + Penalty 12160.047162 = -5395422.251727
  nChanged 5
		SP:Iteration 70Q (7616.660000 sec): 3 clusters
  Score: Raw -5407582.899036 + Penalty 12160.047162 = -5395422.851874
  nChanged 6
		SP:Iteration 71Q (7616.810000 sec): 3 clusters
  Score: Raw -5407583.459739 + Penalty 12160.047162 = -5395423.412577
  nChanged 4
		SP:Iteration 72Q (7616.950000 sec): 3 clusters
  Score: Raw -5407584.023470 + Penalty 12160.047162 = -5395423.976308
  nChanged 0
		SP:Iteration 73F (7617.100000 sec): 3 clusters
  Score: Raw -5407584.023470 + Penalty 12160.047162 = -5395423.976308
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 39 (570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7617.120000 sec): 2 clusters
  Score: Raw -119731.526213 + Penalty 3886.702271 = -115844.823942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7617.130000 sec): 3 clusters
  Score: Raw -120671.055172 + Penalty 7773.404542 = -112897.650630
  nChanged 104
		SP:Iteration 1F (7617.130000 sec): 3 clusters
  Score: Raw -121490.477487 + Penalty 7773.404542 = -113717.072945
  nChanged 56
		SP:Iteration 2F (7617.140000 sec): 3 clusters
  Score: Raw -121802.711104 + Penalty 7773.404542 = -114029.306562
  nChanged 29
		SP:Iteration 3F (7617.140000 sec): 3 clusters
  Score: Raw -121989.038283 + Penalty 7773.404542 = -114215.633741
  nChanged 9
		SP:Iteration 4Q (7617.150000 sec): 3 clusters
  Score: Raw -122079.275627 + Penalty 7773.404542 = -114305.871085
  nChanged 10
		SP:Iteration 5Q (7617.150000 sec): 3 clusters
  Score: Raw -122154.189273 + Penalty 7773.404542 = -114380.784731
  nChanged 2
		SP:Iteration 6Q (7617.150000 sec): 3 clusters
  Score: Raw -122163.141050 + Penalty 7773.404542 = -114389.736508
  nChanged 3
		SP:Iteration 7Q (7617.150000 sec): 3 clusters
  Score: Raw -122187.850534 + Penalty 7773.404542 = -114414.445992
  nChanged 2
		SP:Iteration 8Q (7617.160000 sec): 3 clusters
  Score: Raw -122199.104798 + Penalty 7773.404542 = -114425.700256
  nChanged 1
		SP:Iteration 9Q (7617.160000 sec): 3 clusters
  Score: Raw -122200.739382 + Penalty 7773.404542 = -114427.334840
  nChanged 0
		SP:Iteration 10F (7617.170000 sec): 3 clusters
  Score: Raw -122200.739382 + Penalty 7773.404542 = -114427.334840
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 40 (12961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7617.250000 sec): 2 clusters
  Score: Raw -3450162.174089 + Penalty 5800.191328 = -3444361.982761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7617.350000 sec): 3 clusters
  Score: Raw -3443914.794365 + Penalty 11600.382656 = -3432314.411709
  nChanged 4972
		SP:Iteration 1F (7617.450000 sec): 3 clusters
  Score: Raw -3446585.576061 + Penalty 11600.382656 = -3434985.193405
  nChanged 963
		SP:Iteration 2F (7617.540000 sec): 3 clusters
  Score: Raw -3447115.333741 + Penalty 11600.382656 = -3435514.951085
  nChanged 628
		SP:Iteration 3Q (7617.640000 sec): 3 clusters
  Score: Raw -3447424.936247 + Penalty 11600.382656 = -3435824.553591
  nChanged 434
		SP:Iteration 4Q (7617.740000 sec): 3 clusters
  Score: Raw -3447603.912783 + Penalty 11600.382656 = -3436003.530127
  nChanged 323
		SP:Iteration 5Q (7617.830000 sec): 3 clusters
  Score: Raw -3447726.708211 + Penalty 11600.382656 = -3436126.325555
  nChanged 269
		SP:Iteration 6Q (7617.930000 sec): 3 clusters
  Score: Raw -3447834.704543 + Penalty 11600.382656 = -3436234.321887
  nChanged 221
		SP:Iteration 7Q (7618.030000 sec): 3 clusters
  Score: Raw -3447935.453453 + Penalty 11600.382656 = -3436335.070797
  nChanged 216
		SP:Iteration 8Q (7618.130000 sec): 3 clusters
  Score: Raw -3448019.070044 + Penalty 11600.382656 = -3436418.687388
  nChanged 183
		SP:Iteration 9Q (7618.220000 sec): 3 clusters
  Score: Raw -3448088.948487 + Penalty 11600.382656 = -3436488.565831
  nChanged 166
		SP:Iteration 10Q (7618.320000 sec): 3 clusters
  Score: Raw -3448153.962475 + Penalty 11600.382656 = -3436553.579818
  nChanged 152
		SP:Iteration 11Q (7618.420000 sec): 3 clusters
  Score: Raw -3448216.527484 + Penalty 11600.382656 = -3436616.144828
  nChanged 163
		SP:Iteration 12Q (7618.510000 sec): 3 clusters
  Score: Raw -3448282.596538 + Penalty 11600.382656 = -3436682.213882
  nChanged 144
		SP:Iteration 13Q (7618.610000 sec): 3 clusters
  Score: Raw -3448346.679347 + Penalty 11600.382656 = -3436746.296691
  nChanged 147
		SP:Iteration 14Q (7618.700000 sec): 3 clusters
  Score: Raw -3448408.704438 + Penalty 11600.382656 = -3436808.321782
  nChanged 145
		SP:Iteration 15Q (7618.800000 sec): 3 clusters
  Score: Raw -3448468.300677 + Penalty 11600.382656 = -3436867.918021
  nChanged 124
		SP:Iteration 16Q (7618.900000 sec): 3 clusters
  Score: Raw -3448516.533359 + Penalty 11600.382656 = -3436916.150703
  nChanged 132
		SP:Iteration 17Q (7618.990000 sec): 3 clusters
  Score: Raw -3448569.954406 + Penalty 11600.382656 = -3436969.571750
  nChanged 126
		SP:Iteration 18Q (7619.090000 sec): 3 clusters
  Score: Raw -3448620.213083 + Penalty 11600.382656 = -3437019.830427
  nChanged 122
		SP:Iteration 19Q (7619.180000 sec): 3 clusters
  Score: Raw -3448671.922058 + Penalty 11600.382656 = -3437071.539402
  nChanged 128
		SP:Iteration 20F (7619.280000 sec): 3 clusters
  Score: Raw -3448731.585587 + Penalty 11600.382656 = -3437131.202931
  nChanged 139
		SP:Iteration 21Q (7619.380000 sec): 3 clusters
  Score: Raw -3448792.248848 + Penalty 11600.382656 = -3437191.866192
  nChanged 111
		SP:Iteration 22Q (7619.470000 sec): 3 clusters
  Score: Raw -3448845.114093 + Penalty 11600.382656 = -3437244.731437
  nChanged 118
		SP:Iteration 23Q (7619.570000 sec): 3 clusters
  Score: Raw -3448903.302766 + Penalty 11600.382656 = -3437302.920110
  nChanged 143
		SP:Iteration 24Q (7619.660000 sec): 3 clusters
  Score: Raw -3448968.201461 + Penalty 11600.382656 = -3437367.818805
  nChanged 135
		SP:Iteration 25Q (7619.760000 sec): 3 clusters
  Score: Raw -3449024.511884 + Penalty 11600.382656 = -3437424.129228
  nChanged 133
		SP:Iteration 26Q (7619.850000 sec): 3 clusters
  Score: Raw -3449080.301102 + Penalty 11600.382656 = -3437479.918446
  nChanged 129
		SP:Iteration 27Q (7619.950000 sec): 3 clusters
  Score: Raw -3449135.704270 + Penalty 11600.382656 = -3437535.321614
  nChanged 110
		SP:Iteration 28Q (7620.040000 sec): 3 clusters
  Score: Raw -3449188.222969 + Penalty 11600.382656 = -3437587.840313
  nChanged 102
		SP:Iteration 29Q (7620.140000 sec): 3 clusters
  Score: Raw -3449240.311592 + Penalty 11600.382656 = -3437639.928936
  nChanged 121
		SP:Iteration 30Q (7620.230000 sec): 3 clusters
  Score: Raw -3449298.241967 + Penalty 11600.382656 = -3437697.859311
  nChanged 143
		SP:Iteration 31Q (7620.320000 sec): 3 clusters
  Score: Raw -3449378.590981 + Penalty 11600.382656 = -3437778.208325
  nChanged 157
		SP:Iteration 32Q (7620.420000 sec): 3 clusters
  Score: Raw -3449471.358972 + Penalty 11600.382656 = -3437870.976316
  nChanged 162
		SP:Iteration 33Q (7620.510000 sec): 3 clusters
  Score: Raw -3449560.059925 + Penalty 11600.382656 = -3437959.677269
  nChanged 147
		SP:Iteration 34Q (7620.600000 sec): 3 clusters
  Score: Raw -3449649.941545 + Penalty 11600.382656 = -3438049.558888
  nChanged 159
		SP:Iteration 35Q (7620.690000 sec): 3 clusters
  Score: Raw -3449744.006585 + Penalty 11600.382656 = -3438143.623929
  nChanged 170
		SP:Iteration 36Q (7620.780000 sec): 3 clusters
  Score: Raw -3449856.671418 + Penalty 11600.382656 = -3438256.288762
  nChanged 164
		SP:Iteration 37Q (7620.870000 sec): 3 clusters
  Score: Raw -3449961.625061 + Penalty 11600.382656 = -3438361.242405
  nChanged 148
		SP:Iteration 38Q (7620.960000 sec): 3 clusters
  Score: Raw -3450066.820623 + Penalty 11600.382656 = -3438466.437966
  nChanged 155
		SP:Iteration 39Q (7621.060000 sec): 3 clusters
  Score: Raw -3450183.267464 + Penalty 11600.382656 = -3438582.884808
  nChanged 121
		SP:Iteration 40F (7621.150000 sec): 3 clusters
  Score: Raw -3450275.773120 + Penalty 11600.382656 = -3438675.390464
  nChanged 136
		SP:Iteration 41Q (7621.240000 sec): 3 clusters
  Score: Raw -3450372.301037 + Penalty 11600.382656 = -3438771.918381
  nChanged 106
		SP:Iteration 42Q (7621.330000 sec): 3 clusters
  Score: Raw -3450452.243465 + Penalty 11600.382656 = -3438851.860808
  nChanged 104
		SP:Iteration 43Q (7621.420000 sec): 3 clusters
  Score: Raw -3450532.572478 + Penalty 11600.382656 = -3438932.189822
  nChanged 108
		SP:Iteration 44Q (7621.500000 sec): 3 clusters
  Score: Raw -3450615.537377 + Penalty 11600.382656 = -3439015.154721
  nChanged 92
		SP:Iteration 45Q (7621.590000 sec): 3 clusters
  Score: Raw -3450683.227456 + Penalty 11600.382656 = -3439082.844800
  nChanged 71
		SP:Iteration 46Q (7621.670000 sec): 3 clusters
  Score: Raw -3450729.351118 + Penalty 11600.382656 = -3439128.968462
  nChanged 49
		SP:Iteration 47Q (7621.750000 sec): 3 clusters
  Score: Raw -3450758.567895 + Penalty 11600.382656 = -3439158.185239
  nChanged 49
		SP:Iteration 48Q (7621.830000 sec): 3 clusters
  Score: Raw -3450792.657016 + Penalty 11600.382656 = -3439192.274360
  nChanged 50
		SP:Iteration 49Q (7621.920000 sec): 3 clusters
  Score: Raw -3450826.148623 + Penalty 11600.382656 = -3439225.765967
  nChanged 45
		SP:Iteration 50Q (7622.000000 sec): 3 clusters
  Score: Raw -3450852.081405 + Penalty 11600.382656 = -3439251.698749
  nChanged 27
		SP:Iteration 51Q (7622.080000 sec): 3 clusters
  Score: Raw -3450868.068550 + Penalty 11600.382656 = -3439267.685893
  nChanged 15
		SP:Iteration 52Q (7622.160000 sec): 3 clusters
  Score: Raw -3450875.901571 + Penalty 11600.382656 = -3439275.518915
  nChanged 13
		SP:Iteration 53Q (7622.240000 sec): 3 clusters
  Score: Raw -3450882.569166 + Penalty 11600.382656 = -3439282.186510
  nChanged 10
		SP:Iteration 54Q (7622.320000 sec): 3 clusters
  Score: Raw -3450889.178959 + Penalty 11600.382656 = -3439288.796303
  nChanged 10
		SP:Iteration 55Q (7622.400000 sec): 3 clusters
  Score: Raw -3450894.120793 + Penalty 11600.382656 = -3439293.738137
  nChanged 6
		SP:Iteration 56Q (7622.480000 sec): 3 clusters
  Score: Raw -3450897.535474 + Penalty 11600.382656 = -3439297.152818
  nChanged 7
		SP:Iteration 57Q (7622.560000 sec): 3 clusters
  Score: Raw -3450902.415280 + Penalty 11600.382656 = -3439302.032623
  nChanged 8
		SP:Iteration 58Q (7622.640000 sec): 3 clusters
  Score: Raw -3450907.179606 + Penalty 11600.382656 = -3439306.796950
  nChanged 8
		SP:Iteration 59Q (7622.720000 sec): 3 clusters
  Score: Raw -3450911.665182 + Penalty 11600.382656 = -3439311.282526
  nChanged 8
		SP:Iteration 60F (7622.820000 sec): 3 clusters
  Score: Raw -3450916.465257 + Penalty 11600.382656 = -3439316.082601
  nChanged 7
		SP:Iteration 61Q (7622.900000 sec): 3 clusters
  Score: Raw -3450919.695110 + Penalty 11600.382656 = -3439319.312453
  nChanged 7
		SP:Iteration 62Q (7622.980000 sec): 3 clusters
  Score: Raw -3450922.636959 + Penalty 11600.382656 = -3439322.254303
  nChanged 8
		SP:Iteration 63Q (7623.060000 sec): 3 clusters
  Score: Raw -3450927.389175 + Penalty 11600.382656 = -3439327.006519
  nChanged 11
		SP:Iteration 64Q (7623.140000 sec): 3 clusters
  Score: Raw -3450934.305717 + Penalty 11600.382656 = -3439333.923061
  nChanged 9
		SP:Iteration 65Q (7623.220000 sec): 3 clusters
  Score: Raw -3450940.966336 + Penalty 11600.382656 = -3439340.583680
  nChanged 14
		SP:Iteration 66Q (7623.300000 sec): 3 clusters
  Score: Raw -3450949.853995 + Penalty 11600.382656 = -3439349.471339
  nChanged 11
		SP:Iteration 67Q (7623.380000 sec): 3 clusters
  Score: Raw -3450956.428352 + Penalty 11600.382656 = -3439356.045696
  nChanged 6
		SP:Iteration 68Q (7623.460000 sec): 3 clusters
  Score: Raw -3450960.355689 + Penalty 11600.382656 = -3439359.973033
  nChanged 3
		SP:Iteration 69Q (7623.540000 sec): 3 clusters
  Score: Raw -3450961.758100 + Penalty 11600.382656 = -3439361.375444
  nChanged 1
		SP:Iteration 70Q (7623.630000 sec): 3 clusters
  Score: Raw -3450962.962918 + Penalty 11600.382656 = -3439362.580262
  nChanged 2
		SP:Iteration 71Q (7623.710000 sec): 3 clusters
  Score: Raw -3450964.262663 + Penalty 11600.382656 = -3439363.880007
  nChanged 2
		SP:Iteration 72Q (7623.790000 sec): 3 clusters
  Score: Raw -3450965.649212 + Penalty 11600.382656 = -3439365.266556
  nChanged 5
		SP:Iteration 73Q (7623.870000 sec): 3 clusters
  Score: Raw -3450968.454712 + Penalty 11600.382656 = -3439368.072056
  nChanged 3
		SP:Iteration 74Q (7623.950000 sec): 3 clusters
  Score: Raw -3450971.399615 + Penalty 11600.382656 = -3439371.016959
  nChanged 7
		SP:Iteration 75Q (7624.030000 sec): 3 clusters
  Score: Raw -3450976.205792 + Penalty 11600.382656 = -3439375.823136
  nChanged 5
		SP:Iteration 76Q (7624.110000 sec): 3 clusters
  Score: Raw -3450980.434557 + Penalty 11600.382656 = -3439380.051901
  nChanged 2
		SP:Iteration 77Q (7624.180000 sec): 3 clusters
  Score: Raw -3450981.478781 + Penalty 11600.382656 = -3439381.096125
  nChanged 0
		SP:Iteration 78F (7624.280000 sec): 3 clusters
  Score: Raw -3450981.478781 + Penalty 11600.382656 = -3439381.096125
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 41 (3225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7624.310000 sec): 2 clusters
  Score: Raw -814828.129358 + Penalty 4948.196540 = -809879.932817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7624.340000 sec): 3 clusters
  Score: Raw -813941.505195 + Penalty 9896.393081 = -804045.112115
  nChanged 912
		SP:Iteration 1F (7624.360000 sec): 3 clusters
  Score: Raw -814850.230901 + Penalty 9896.393081 = -804953.837820
  nChanged 258
		SP:Iteration 2F (7624.380000 sec): 3 clusters
  Score: Raw -815224.060081 + Penalty 9896.393081 = -805327.667000
  nChanged 169
		SP:Iteration 3F (7624.410000 sec): 3 clusters
  Score: Raw -815471.354044 + Penalty 9896.393081 = -805574.960963
  nChanged 145
		SP:Iteration 4Q (7624.440000 sec): 3 clusters
  Score: Raw -815706.944268 + Penalty 9896.393081 = -805810.551187
  nChanged 140
		SP:Iteration 5Q (7624.460000 sec): 3 clusters
  Score: Raw -816004.500511 + Penalty 9896.393081 = -806108.107430
  nChanged 167
		SP:Iteration 6F (7624.480000 sec): 3 clusters
  Score: Raw -816496.124121 + Penalty 9896.393081 = -806599.731040
  nChanged 187
		SP:Iteration 7F (7624.510000 sec): 3 clusters
  Score: Raw -817045.645081 + Penalty 9896.393081 = -807149.252001
  nChanged 185
		SP:Iteration 8F (7624.540000 sec): 3 clusters
  Score: Raw -817640.010555 + Penalty 9896.393081 = -807743.617475
  nChanged 197
		SP:Iteration 9F (7624.570000 sec): 3 clusters
  Score: Raw -818402.237078 + Penalty 9896.393081 = -808505.843997
  nChanged 197
		SP:Iteration 10F (7624.600000 sec): 3 clusters
  Score: Raw -819317.787575 + Penalty 9896.393081 = -809421.394494
  nChanged 153
		SP:Iteration 11Q (7624.610000 sec): 3 clusters
  Score: Raw -820473.489561 + Penalty 9896.393081 = -810577.096480
  nChanged 81
		SP:Iteration 12Q (7624.620000 sec): 3 clusters
  Score: Raw -821674.452813 + Penalty 9896.393081 = -811778.059732
  nChanged 20
		SP:Iteration 13Q (7624.640000 sec): 3 clusters
  Score: Raw -821900.402589 + Penalty 9896.393081 = -812004.009508
  nChanged 7
		SP:Iteration 14Q (7624.660000 sec): 3 clusters
  Score: Raw -821974.355907 + Penalty 9896.393081 = -812077.962826
  nChanged 2
		SP:Iteration 15Q (7624.670000 sec): 3 clusters
  Score: Raw -822006.224219 + Penalty 9896.393081 = -812109.831138
  nChanged 2
		SP:Iteration 16Q (7624.690000 sec): 3 clusters
  Score: Raw -822020.938972 + Penalty 9896.393081 = -812124.545892
  nChanged 0
		SP:Iteration 17F (7624.720000 sec): 3 clusters
  Score: Raw -822020.938972 + Penalty 9896.393081 = -812124.545892
  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 23.66 GB.

 Trying to split cluster 42 (9805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7624.790000 sec): 2 clusters
  Score: Raw -2522844.494168 + Penalty 5629.271740 = -2517215.222428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7624.870000 sec): 3 clusters
  Score: Raw -2518342.052737 + Penalty 11258.543480 = -2507083.509257
  nChanged 3591
		SP:Iteration 1F (7624.950000 sec): 3 clusters
  Score: Raw -2520540.848288 + Penalty 11258.543480 = -2509282.304809
  nChanged 773
		SP:Iteration 2F (7625.030000 sec): 3 clusters
  Score: Raw -2521093.582893 + Penalty 11258.543480 = -2509835.039413
  nChanged 546
		SP:Iteration 3F (7625.110000 sec): 3 clusters
  Score: Raw -2521469.629919 + Penalty 11258.543480 = -2510211.086439
  nChanged 440
		SP:Iteration 4Q (7625.190000 sec): 3 clusters
  Score: Raw -2521779.218501 + Penalty 11258.543480 = -2510520.675021
  nChanged 365
		SP:Iteration 5Q (7625.260000 sec): 3 clusters
  Score: Raw -2522047.241313 + Penalty 11258.543480 = -2510788.697833
  nChanged 352
		SP:Iteration 6Q (7625.330000 sec): 3 clusters
  Score: Raw -2522348.784237 + Penalty 11258.543480 = -2511090.240757
  nChanged 377
		SP:Iteration 7Q (7625.410000 sec): 3 clusters
  Score: Raw -2522696.229592 + Penalty 11258.543480 = -2511437.686112
  nChanged 383
		SP:Iteration 8Q (7625.480000 sec): 3 clusters
  Score: Raw -2523058.707205 + Penalty 11258.543480 = -2511800.163725
  nChanged 400
		SP:Iteration 9Q (7625.560000 sec): 3 clusters
  Score: Raw -2523421.006209 + Penalty 11258.543480 = -2512162.462729
  nChanged 369
		SP:Iteration 10Q (7625.630000 sec): 3 clusters
  Score: Raw -2523763.825799 + Penalty 11258.543480 = -2512505.282319
  nChanged 344
		SP:Iteration 11Q (7625.700000 sec): 3 clusters
  Score: Raw -2524078.939374 + Penalty 11258.543480 = -2512820.395894
  nChanged 315
		SP:Iteration 12Q (7625.770000 sec): 3 clusters
  Score: Raw -2524362.964212 + Penalty 11258.543480 = -2513104.420733
  nChanged 291
		SP:Iteration 13Q (7625.840000 sec): 3 clusters
  Score: Raw -2524595.400895 + Penalty 11258.543480 = -2513336.857415
  nChanged 230
		SP:Iteration 14Q (7625.900000 sec): 3 clusters
  Score: Raw -2524758.258438 + Penalty 11258.543480 = -2513499.714958
  nChanged 178
		SP:Iteration 15Q (7625.960000 sec): 3 clusters
  Score: Raw -2524870.326342 + Penalty 11258.543480 = -2513611.782863
  nChanged 141
		SP:Iteration 16Q (7626.030000 sec): 3 clusters
  Score: Raw -2524955.924452 + Penalty 11258.543480 = -2513697.380972
  nChanged 107
		SP:Iteration 17Q (7626.100000 sec): 3 clusters
  Score: Raw -2525018.175992 + Penalty 11258.543480 = -2513759.632513
  nChanged 93
		SP:Iteration 18Q (7626.170000 sec): 3 clusters
  Score: Raw -2525071.507613 + Penalty 11258.543480 = -2513812.964133
  nChanged 84
		SP:Iteration 19Q (7626.250000 sec): 3 clusters
  Score: Raw -2525115.478764 + Penalty 11258.543480 = -2513856.935284
  nChanged 59
		SP:Iteration 20F (7626.320000 sec): 3 clusters
  Score: Raw -2525145.280679 + Penalty 11258.543480 = -2513886.737199
  nChanged 53
		SP:Iteration 21Q (7626.380000 sec): 3 clusters
  Score: Raw -2525171.762153 + Penalty 11258.543480 = -2513913.218673
  nChanged 45
		SP:Iteration 22Q (7626.450000 sec): 3 clusters
  Score: Raw -2525195.717610 + Penalty 11258.543480 = -2513937.174130
  nChanged 51
		SP:Iteration 23Q (7626.520000 sec): 3 clusters
  Score: Raw -2525222.598907 + Penalty 11258.543480 = -2513964.055427
  nChanged 58
		SP:Iteration 24Q (7626.590000 sec): 3 clusters
  Score: Raw -2525260.054461 + Penalty 11258.543480 = -2514001.510981
  nChanged 50
		SP:Iteration 25Q (7626.650000 sec): 3 clusters
  Score: Raw -2525293.017887 + Penalty 11258.543480 = -2514034.474408
  nChanged 51
		SP:Iteration 26Q (7626.720000 sec): 3 clusters
  Score: Raw -2525326.979773 + Penalty 11258.543480 = -2514068.436293
  nChanged 47
		SP:Iteration 27Q (7626.780000 sec): 3 clusters
  Score: Raw -2525355.209301 + Penalty 11258.543480 = -2514096.665822
  nChanged 47
		SP:Iteration 28Q (7626.850000 sec): 3 clusters
  Score: Raw -2525380.840152 + Penalty 11258.543480 = -2514122.296672
  nChanged 37
		SP:Iteration 29Q (7626.920000 sec): 3 clusters
  Score: Raw -2525397.441364 + Penalty 11258.543480 = -2514138.897884
  nChanged 37
		SP:Iteration 30Q (7626.980000 sec): 3 clusters
  Score: Raw -2525417.375909 + Penalty 11258.543480 = -2514158.832429
  nChanged 34
		SP:Iteration 31Q (7627.040000 sec): 3 clusters
  Score: Raw -2525433.474279 + Penalty 11258.543480 = -2514174.930799
  nChanged 32
		SP:Iteration 32Q (7627.110000 sec): 3 clusters
  Score: Raw -2525448.160073 + Penalty 11258.543480 = -2514189.616593
  nChanged 26
		SP:Iteration 33Q (7627.180000 sec): 3 clusters
  Score: Raw -2525457.791561 + Penalty 11258.543480 = -2514199.248081
  nChanged 21
		SP:Iteration 34Q (7627.240000 sec): 3 clusters
  Score: Raw -2525467.043158 + Penalty 11258.543480 = -2514208.499679
  nChanged 18
		SP:Iteration 35Q (7627.310000 sec): 3 clusters
  Score: Raw -2525472.814546 + Penalty 11258.543480 = -2514214.271067
  nChanged 10
		SP:Iteration 36Q (7627.370000 sec): 3 clusters
  Score: Raw -2525476.372396 + Penalty 11258.543480 = -2514217.828916
  nChanged 10
		SP:Iteration 37Q (7627.430000 sec): 3 clusters
  Score: Raw -2525480.848693 + Penalty 11258.543480 = -2514222.305213
  nChanged 9
		SP:Iteration 38Q (7627.500000 sec): 3 clusters
  Score: Raw -2525483.471221 + Penalty 11258.543480 = -2514224.927741
  nChanged 9
		SP:Iteration 39Q (7627.560000 sec): 3 clusters
  Score: Raw -2525486.012111 + Penalty 11258.543480 = -2514227.468631
  nChanged 8
		SP:Iteration 40F (7627.640000 sec): 3 clusters
  Score: Raw -2525489.432600 + Penalty 11258.543480 = -2514230.889120
  nChanged 7
		SP:Iteration 41Q (7627.700000 sec): 3 clusters
  Score: Raw -2525491.516997 + Penalty 11258.543480 = -2514232.973517
  nChanged 5
		SP:Iteration 42Q (7627.770000 sec): 3 clusters
  Score: Raw -2525494.186043 + Penalty 11258.543480 = -2514235.642563
  nChanged 5
		SP:Iteration 43Q (7627.830000 sec): 3 clusters
  Score: Raw -2525495.775092 + Penalty 11258.543480 = -2514237.231612
  nChanged 4
		SP:Iteration 44Q (7627.900000 sec): 3 clusters
  Score: Raw -2525496.642035 + Penalty 11258.543480 = -2514238.098555
  nChanged 3
		SP:Iteration 45Q (7627.970000 sec): 3 clusters
  Score: Raw -2525497.552886 + Penalty 11258.543480 = -2514239.009406
  nChanged 2
		SP:Iteration 46Q (7628.030000 sec): 3 clusters
  Score: Raw -2525497.961276 + Penalty 11258.543480 = -2514239.417796
  nChanged 4
		SP:Iteration 47Q (7628.100000 sec): 3 clusters
  Score: Raw -2525499.563983 + Penalty 11258.543480 = -2514241.020503
  nChanged 7
		SP:Iteration 48Q (7628.160000 sec): 3 clusters
  Score: Raw -2525502.110135 + Penalty 11258.543480 = -2514243.566656
  nChanged 7
		SP:Iteration 49Q (7628.220000 sec): 3 clusters
  Score: Raw -2525504.616762 + Penalty 11258.543480 = -2514246.073282
  nChanged 5
		SP:Iteration 50Q (7628.290000 sec): 3 clusters
  Score: Raw -2525506.260803 + Penalty 11258.543480 = -2514247.717323
  nChanged 4
		SP:Iteration 51Q (7628.360000 sec): 3 clusters
  Score: Raw -2525507.365348 + Penalty 11258.543480 = -2514248.821868
  nChanged 3
		SP:Iteration 52Q (7628.430000 sec): 3 clusters
  Score: Raw -2525508.248256 + Penalty 11258.543480 = -2514249.704776
  nChanged 2
		SP:Iteration 53Q (7628.490000 sec): 3 clusters
  Score: Raw -2525508.657606 + Penalty 11258.543480 = -2514250.114126
  nChanged 2
		SP:Iteration 54Q (7628.550000 sec): 3 clusters
  Score: Raw -2525509.116224 + Penalty 11258.543480 = -2514250.572744
  nChanged 0
		SP:Iteration 55F (7628.630000 sec): 3 clusters
  Score: Raw -2525509.116224 + Penalty 11258.543480 = -2514250.572744
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 43 (19375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7628.760000 sec): 2 clusters
  Score: Raw -5037709.533445 + Penalty 6046.440048 = -5031663.093397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7628.910000 sec): 3 clusters
  Score: Raw -5027739.028705 + Penalty 12092.880096 = -5015646.148609
  nChanged 7721
		SP:Iteration 1F (7629.060000 sec): 3 clusters
  Score: Raw -5031823.449987 + Penalty 12092.880096 = -5019730.569891
  nChanged 1374
		SP:Iteration 2F (7629.210000 sec): 3 clusters
  Score: Raw -5032496.711260 + Penalty 12092.880096 = -5020403.831164
  nChanged 975
		SP:Iteration 3F (7629.360000 sec): 3 clusters
  Score: Raw -5032934.366073 + Penalty 12092.880096 = -5020841.485977
  nChanged 794
		SP:Iteration 4Q (7629.510000 sec): 3 clusters
  Score: Raw -5033285.285716 + Penalty 12092.880096 = -5021192.405619
  nChanged 642
		SP:Iteration 5Q (7629.660000 sec): 3 clusters
  Score: Raw -5033561.880002 + Penalty 12092.880096 = -5021468.999905
  nChanged 592
		SP:Iteration 6Q (7629.810000 sec): 3 clusters
  Score: Raw -5033842.777602 + Penalty 12092.880096 = -5021749.897506
  nChanged 608
		SP:Iteration 7Q (7629.950000 sec): 3 clusters
  Score: Raw -5034150.742150 + Penalty 12092.880096 = -5022057.862054
  nChanged 651
		SP:Iteration 8Q (7630.100000 sec): 3 clusters
  Score: Raw -5034498.776739 + Penalty 12092.880096 = -5022405.896643
  nChanged 750
		SP:Iteration 9Q (7630.250000 sec): 3 clusters
  Score: Raw -5034922.816207 + Penalty 12092.880096 = -5022829.936110
  nChanged 751
		SP:Iteration 10Q (7630.400000 sec): 3 clusters
  Score: Raw -5035377.187631 + Penalty 12092.880096 = -5023284.307534
  nChanged 762
		SP:Iteration 11Q (7630.540000 sec): 3 clusters
  Score: Raw -5035864.446065 + Penalty 12092.880096 = -5023771.565969
  nChanged 759
		SP:Iteration 12Q (7630.700000 sec): 3 clusters
  Score: Raw -5036373.631815 + Penalty 12092.880096 = -5024280.751719
  nChanged 670
		SP:Iteration 13Q (7630.840000 sec): 3 clusters
  Score: Raw -5036837.815637 + Penalty 12092.880096 = -5024744.935540
  nChanged 604
		SP:Iteration 14Q (7630.990000 sec): 3 clusters
  Score: Raw -5037249.034962 + Penalty 12092.880096 = -5025156.154866
  nChanged 472
		SP:Iteration 15Q (7631.140000 sec): 3 clusters
  Score: Raw -5037576.389920 + Penalty 12092.880096 = -5025483.509824
  nChanged 377
		SP:Iteration 16Q (7631.280000 sec): 3 clusters
  Score: Raw -5037839.625700 + Penalty 12092.880096 = -5025746.745604
  nChanged 304
		SP:Iteration 17Q (7631.430000 sec): 3 clusters
  Score: Raw -5038054.174281 + Penalty 12092.880096 = -5025961.294185
  nChanged 238
		SP:Iteration 18Q (7631.570000 sec): 3 clusters
  Score: Raw -5038232.223357 + Penalty 12092.880096 = -5026139.343260
  nChanged 198
		SP:Iteration 19Q (7631.710000 sec): 3 clusters
  Score: Raw -5038393.798206 + Penalty 12092.880096 = -5026300.918110
  nChanged 187
		SP:Iteration 20F (7631.860000 sec): 3 clusters
  Score: Raw -5038571.767224 + Penalty 12092.880096 = -5026478.887128
  nChanged 173
		SP:Iteration 21Q (7631.990000 sec): 3 clusters
  Score: Raw -5038754.543057 + Penalty 12092.880096 = -5026661.662961
  nChanged 154
		SP:Iteration 22Q (7632.130000 sec): 3 clusters
  Score: Raw -5038905.305474 + Penalty 12092.880096 = -5026812.425378
  nChanged 128
		SP:Iteration 23Q (7632.260000 sec): 3 clusters
  Score: Raw -5039039.418328 + Penalty 12092.880096 = -5026946.538231
  nChanged 105
		SP:Iteration 24Q (7632.390000 sec): 3 clusters
  Score: Raw -5039146.648230 + Penalty 12092.880096 = -5027053.768133
  nChanged 91
		SP:Iteration 25Q (7632.520000 sec): 3 clusters
  Score: Raw -5039231.974221 + Penalty 12092.880096 = -5027139.094124
  nChanged 69
		SP:Iteration 26Q (7632.650000 sec): 3 clusters
  Score: Raw -5039288.117115 + Penalty 12092.880096 = -5027195.237018
  nChanged 43
		SP:Iteration 27Q (7632.780000 sec): 3 clusters
  Score: Raw -5039324.223534 + Penalty 12092.880096 = -5027231.343437
  nChanged 27
		SP:Iteration 28Q (7632.900000 sec): 3 clusters
  Score: Raw -5039349.999436 + Penalty 12092.880096 = -5027257.119340
  nChanged 27
		SP:Iteration 29Q (7633.030000 sec): 3 clusters
  Score: Raw -5039392.515482 + Penalty 12092.880096 = -5027299.635385
  nChanged 30
		SP:Iteration 30Q (7633.150000 sec): 3 clusters
  Score: Raw -5039428.242453 + Penalty 12092.880096 = -5027335.362357
  nChanged 29
		SP:Iteration 31Q (7633.280000 sec): 3 clusters
  Score: Raw -5039457.804871 + Penalty 12092.880096 = -5027364.924775
  nChanged 28
		SP:Iteration 32Q (7633.400000 sec): 3 clusters
  Score: Raw -5039494.175118 + Penalty 12092.880096 = -5027401.295021
  nChanged 31
		SP:Iteration 33Q (7633.520000 sec): 3 clusters
  Score: Raw -5039535.075275 + Penalty 12092.880096 = -5027442.195178
  nChanged 26
		SP:Iteration 34Q (7633.640000 sec): 3 clusters
  Score: Raw -5039568.013704 + Penalty 12092.880096 = -5027475.133608
  nChanged 21
		SP:Iteration 35Q (7633.760000 sec): 3 clusters
  Score: Raw -5039588.895767 + Penalty 12092.880096 = -5027496.015671
  nChanged 23
		SP:Iteration 36Q (7633.890000 sec): 3 clusters
  Score: Raw -5039612.175659 + Penalty 12092.880096 = -5027519.295563
  nChanged 20
		SP:Iteration 37Q (7634.010000 sec): 3 clusters
  Score: Raw -5039628.918393 + Penalty 12092.880096 = -5027536.038297
  nChanged 18
		SP:Iteration 38Q (7634.130000 sec): 3 clusters
  Score: Raw -5039643.727206 + Penalty 12092.880096 = -5027550.847109
  nChanged 13
		SP:Iteration 39Q (7634.250000 sec): 3 clusters
  Score: Raw -5039655.820603 + Penalty 12092.880096 = -5027562.940507
  nChanged 8
		SP:Iteration 40F (7634.400000 sec): 3 clusters
  Score: Raw -5039685.518945 + Penalty 12092.880096 = -5027592.638848
  nChanged 12
		SP:Iteration 41Q (7634.520000 sec): 3 clusters
  Score: Raw -5039706.792360 + Penalty 12092.880096 = -5027613.912264
  nChanged 17
		SP:Iteration 42Q (7634.640000 sec): 3 clusters
  Score: Raw -5039719.828617 + Penalty 12092.880096 = -5027626.948521
  nChanged 9
		SP:Iteration 43Q (7634.760000 sec): 3 clusters
  Score: Raw -5039725.817790 + Penalty 12092.880096 = -5027632.937694
  nChanged 10
		SP:Iteration 44Q (7634.890000 sec): 3 clusters
  Score: Raw -5039731.674737 + Penalty 12092.880096 = -5027638.794641
  nChanged 7
		SP:Iteration 45Q (7635.010000 sec): 3 clusters
  Score: Raw -5039735.495069 + Penalty 12092.880096 = -5027642.614972
  nChanged 5
		SP:Iteration 46Q (7635.130000 sec): 3 clusters
  Score: Raw -5039738.719451 + Penalty 12092.880096 = -5027645.839354
  nChanged 8
		SP:Iteration 47Q (7635.260000 sec): 3 clusters
  Score: Raw -5039744.393734 + Penalty 12092.880096 = -5027651.513638
  nChanged 6
		SP:Iteration 48Q (7635.380000 sec): 3 clusters
  Score: Raw -5039750.997157 + Penalty 12092.880096 = -5027658.117060
  nChanged 10
		SP:Iteration 49Q (7635.500000 sec): 3 clusters
  Score: Raw -5039759.509643 + Penalty 12092.880096 = -5027666.629546
  nChanged 9
		SP:Iteration 50Q (7635.630000 sec): 3 clusters
  Score: Raw -5039766.696438 + Penalty 12092.880096 = -5027673.816342
  nChanged 10
		SP:Iteration 51Q (7635.750000 sec): 3 clusters
  Score: Raw -5039774.139646 + Penalty 12092.880096 = -5027681.259549
  nChanged 11
		SP:Iteration 52Q (7635.870000 sec): 3 clusters
  Score: Raw -5039782.388527 + Penalty 12092.880096 = -5027689.508431
  nChanged 10
		SP:Iteration 53Q (7635.990000 sec): 3 clusters
  Score: Raw -5039790.289568 + Penalty 12092.880096 = -5027697.409472
  nChanged 7
		SP:Iteration 54Q (7636.120000 sec): 3 clusters
  Score: Raw -5039796.719017 + Penalty 12092.880096 = -5027703.838920
  nChanged 7
		SP:Iteration 55Q (7636.240000 sec): 3 clusters
  Score: Raw -5039801.909901 + Penalty 12092.880096 = -5027709.029805
  nChanged 3
		SP:Iteration 56Q (7636.360000 sec): 3 clusters
  Score: Raw -5039803.712141 + Penalty 12092.880096 = -5027710.832044
  nChanged 4
		SP:Iteration 57Q (7636.480000 sec): 3 clusters
  Score: Raw -5039806.417792 + Penalty 12092.880096 = -5027713.537696
  nChanged 1
		SP:Iteration 58Q (7636.600000 sec): 3 clusters
  Score: Raw -5039808.037108 + Penalty 12092.880096 = -5027715.157012
  nChanged 2
		SP:Iteration 59Q (7636.720000 sec): 3 clusters
  Score: Raw -5039809.055107 + Penalty 12092.880096 = -5027716.175011
  nChanged 1
		SP:Iteration 60F (7636.870000 sec): 3 clusters
  Score: Raw -5039809.712116 + Penalty 12092.880096 = -5027716.832019
  nChanged 1
		SP:Iteration 61Q (7636.990000 sec): 3 clusters
  Score: Raw -5039810.493356 + Penalty 12092.880096 = -5027717.613260
  nChanged 4
		SP:Iteration 62Q (7637.120000 sec): 3 clusters
  Score: Raw -5039813.293599 + Penalty 12092.880096 = -5027720.413503
  nChanged 2
		SP:Iteration 63Q (7637.240000 sec): 3 clusters
  Score: Raw -5039814.395029 + Penalty 12092.880096 = -5027721.514933
  nChanged 1
		SP:Iteration 64Q (7637.360000 sec): 3 clusters
  Score: Raw -5039815.030573 + Penalty 12092.880096 = -5027722.150476
  nChanged 0
		SP:Iteration 65F (7637.510000 sec): 3 clusters
  Score: Raw -5039815.030573 + Penalty 12092.880096 = -5027722.150476
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 44 (43061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7637.780000 sec): 2 clusters
  Score: Raw -11712954.254934 + Penalty 6535.603459 = -11706418.651475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7638.110000 sec): 3 clusters
  Score: Raw -11688228.393551 + Penalty 13071.206918 = -11675157.186633
  nChanged 18824
		SP:Iteration 1F (7638.440000 sec): 3 clusters
  Score: Raw -11698178.261189 + Penalty 13071.206918 = -11685107.054271
  nChanged 2281
		SP:Iteration 2F (7638.760000 sec): 3 clusters
  Score: Raw -11698992.953851 + Penalty 13071.206918 = -11685921.746933
  nChanged 1819
		SP:Iteration 3Q (7639.100000 sec): 3 clusters
  Score: Raw -11699544.315206 + Penalty 13071.206918 = -11686473.108289
  nChanged 1438
		SP:Iteration 4Q (7639.440000 sec): 3 clusters
  Score: Raw -11699931.250118 + Penalty 13071.206918 = -11686860.043200
  nChanged 1232
		SP:Iteration 5Q (7639.770000 sec): 3 clusters
  Score: Raw -11700240.788770 + Penalty 13071.206918 = -11687169.581852
  nChanged 1068
		SP:Iteration 6Q (7640.100000 sec): 3 clusters
  Score: Raw -11700482.997429 + Penalty 13071.206918 = -11687411.790511
  nChanged 924
		SP:Iteration 7Q (7640.430000 sec): 3 clusters
  Score: Raw -11700698.581586 + Penalty 13071.206918 = -11687627.374668
  nChanged 885
		SP:Iteration 8Q (7640.760000 sec): 3 clusters
  Score: Raw -11700900.476725 + Penalty 13071.206918 = -11687829.269807
  nChanged 866
		SP:Iteration 9Q (7641.100000 sec): 3 clusters
  Score: Raw -11701104.284100 + Penalty 13071.206918 = -11688033.077182
  nChanged 851
		SP:Iteration 10Q (7641.430000 sec): 3 clusters
  Score: Raw -11701310.726375 + Penalty 13071.206918 = -11688239.519458
  nChanged 875
		SP:Iteration 11Q (7641.760000 sec): 3 clusters
  Score: Raw -11701538.467313 + Penalty 13071.206918 = -11688467.260396
  nChanged 974
		SP:Iteration 12Q (7642.100000 sec): 3 clusters
  Score: Raw -11701846.760319 + Penalty 13071.206918 = -11688775.553402
  nChanged 1180
		SP:Iteration 13Q (7642.430000 sec): 3 clusters
  Score: Raw -11702273.038496 + Penalty 13071.206918 = -11689201.831578
  nChanged 1408
		SP:Iteration 14Q (7642.760000 sec): 3 clusters
  Score: Raw -11702869.746586 + Penalty 13071.206918 = -11689798.539668
  nChanged 1653
		SP:Iteration 15Q (7643.090000 sec): 3 clusters
  Score: Raw -11703666.640745 + Penalty 13071.206918 = -11690595.433827
  nChanged 1912
		SP:Iteration 16Q (7643.420000 sec): 3 clusters
  Score: Raw -11704735.580515 + Penalty 13071.206918 = -11691664.373597
  nChanged 2129
		SP:Iteration 17Q (7643.740000 sec): 3 clusters
  Score: Raw -11706141.462238 + Penalty 13071.206918 = -11693070.255320
  nChanged 2249
		SP:Iteration 18F (7644.080000 sec): 3 clusters
  Score: Raw -11707762.283877 + Penalty 13071.206918 = -11694691.076959
  nChanged 2126
		SP:Iteration 19Q (7644.400000 sec): 3 clusters
  Score: Raw -11709426.736589 + Penalty 13071.206918 = -11696355.529671
  nChanged 1726
		SP:Iteration 20F (7644.730000 sec): 3 clusters
  Score: Raw -11710808.615102 + Penalty 13071.206918 = -11697737.408185
  nChanged 1260
		SP:Iteration 21Q (7645.040000 sec): 3 clusters
  Score: Raw -11711872.585851 + Penalty 13071.206918 = -11698801.378933
  nChanged 786
		SP:Iteration 22Q (7645.340000 sec): 3 clusters
  Score: Raw -11712533.355434 + Penalty 13071.206918 = -11699462.148517
  nChanged 441
		SP:Iteration 23Q (7645.630000 sec): 3 clusters
  Score: Raw -11712921.756242 + Penalty 13071.206918 = -11699850.549324
  nChanged 290
		SP:Iteration 24Q (7645.900000 sec): 3 clusters
  Score: Raw -11713191.206490 + Penalty 13071.206918 = -11700119.999572
  nChanged 168
		SP:Iteration 25Q (7646.150000 sec): 3 clusters
  Score: Raw -11713357.874112 + Penalty 13071.206918 = -11700286.667194
  nChanged 103
		SP:Iteration 26Q (7646.410000 sec): 3 clusters
  Score: Raw -11713461.578345 + Penalty 13071.206918 = -11700390.371428
  nChanged 62
		SP:Iteration 27Q (7646.660000 sec): 3 clusters
  Score: Raw -11713512.417280 + Penalty 13071.206918 = -11700441.210362
  nChanged 39
		SP:Iteration 28Q (7646.900000 sec): 3 clusters
  Score: Raw -11713550.132452 + Penalty 13071.206918 = -11700478.925534
  nChanged 30
		SP:Iteration 29Q (7647.150000 sec): 3 clusters
  Score: Raw -11713578.826798 + Penalty 13071.206918 = -11700507.619881
  nChanged 19
		SP:Iteration 30Q (7647.390000 sec): 3 clusters
  Score: Raw -11713598.708781 + Penalty 13071.206918 = -11700527.501863
  nChanged 14
		SP:Iteration 31Q (7647.630000 sec): 3 clusters
  Score: Raw -11713611.312111 + Penalty 13071.206918 = -11700540.105193
  nChanged 8
		SP:Iteration 32Q (7647.870000 sec): 3 clusters
  Score: Raw -11713618.667203 + Penalty 13071.206918 = -11700547.460285
  nChanged 8
		SP:Iteration 33Q (7648.110000 sec): 3 clusters
  Score: Raw -11713625.587164 + Penalty 13071.206918 = -11700554.380246
  nChanged 9
		SP:Iteration 34Q (7648.360000 sec): 3 clusters
  Score: Raw -11713631.422536 + Penalty 13071.206918 = -11700560.215618
  nChanged 5
		SP:Iteration 35Q (7648.600000 sec): 3 clusters
  Score: Raw -11713635.418009 + Penalty 13071.206918 = -11700564.211091
  nChanged 6
		SP:Iteration 36Q (7648.860000 sec): 3 clusters
  Score: Raw -11713643.014371 + Penalty 13071.206918 = -11700571.807453
  nChanged 3
		SP:Iteration 37Q (7649.100000 sec): 3 clusters
  Score: Raw -11713647.035117 + Penalty 13071.206918 = -11700575.828199
  nChanged 5
		SP:Iteration 38Q (7649.340000 sec): 3 clusters
  Score: Raw -11713650.915167 + Penalty 13071.206918 = -11700579.708249
  nChanged 1
		SP:Iteration 39Q (7649.580000 sec): 3 clusters
  Score: Raw -11713651.737810 + Penalty 13071.206918 = -11700580.530892
  nChanged 1
		SP:Iteration 40F (7649.900000 sec): 3 clusters
  Score: Raw -11713652.501896 + Penalty 13071.206918 = -11700581.294978
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 45 (3073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7649.950000 sec): 2 clusters
  Score: Raw -784722.394959 + Penalty 4918.625857 = -779803.769102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7649.970000 sec): 3 clusters
  Score: Raw -784105.492622 + Penalty 9837.251714 = -774268.240908
  nChanged 904
		SP:Iteration 1F (7650.000000 sec): 3 clusters
  Score: Raw -786183.961604 + Penalty 9837.251714 = -776346.709891
  nChanged 453
		SP:Iteration 2F (7650.020000 sec): 3 clusters
  Score: Raw -788695.040619 + Penalty 9837.251714 = -778857.788905
  nChanged 374
		SP:Iteration 3F (7650.050000 sec): 3 clusters
  Score: Raw -790728.535369 + Penalty 9837.251714 = -780891.283656
  nChanged 204
		SP:Iteration 4F (7650.070000 sec): 3 clusters
  Score: Raw -791766.860483 + Penalty 9837.251714 = -781929.608770
  nChanged 99
		SP:Iteration 5Q (7650.090000 sec): 3 clusters
  Score: Raw -792512.156972 + Penalty 9837.251714 = -782674.905259
  nChanged 89
		SP:Iteration 6Q (7650.110000 sec): 3 clusters
  Score: Raw -793937.233278 + Penalty 9837.251714 = -784099.981565
  nChanged 165
		SP:Iteration 7F (7650.130000 sec): 3 clusters
  Score: Raw -794677.969388 + Penalty 9837.251714 = -784840.717674
  nChanged 141
		SP:Iteration 8Q (7650.150000 sec): 3 clusters
  Score: Raw -795320.377255 + Penalty 9837.251714 = -785483.125542
  nChanged 91
		SP:Iteration 9Q (7650.160000 sec): 3 clusters
  Score: Raw -795665.519772 + Penalty 9837.251714 = -785828.268058
  nChanged 70
		SP:Iteration 10Q (7650.180000 sec): 3 clusters
  Score: Raw -795897.778499 + Penalty 9837.251714 = -786060.526785
  nChanged 61
		SP:Iteration 11Q (7650.190000 sec): 3 clusters
  Score: Raw -796178.707950 + Penalty 9837.251714 = -786341.456237
  nChanged 64
		SP:Iteration 12Q (7650.210000 sec): 3 clusters
  Score: Raw -796694.790387 + Penalty 9837.251714 = -786857.538673
  nChanged 40
		SP:Iteration 13Q (7650.230000 sec): 3 clusters
  Score: Raw -797418.428571 + Penalty 9837.251714 = -787581.176857
  nChanged 17
		SP:Iteration 14Q (7650.240000 sec): 3 clusters
  Score: Raw -798206.253056 + Penalty 9837.251714 = -788369.001342
  nChanged 1
		SP:Iteration 15Q (7650.250000 sec): 3 clusters
  Score: Raw -798237.371391 + Penalty 9837.251714 = -788400.119677
  nChanged 0
		SP:Iteration 16F (7650.280000 sec): 3 clusters
  Score: Raw -798237.371391 + Penalty 9837.251714 = -788400.119677
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 50.
Iteration 99Q (7686.920000 sec): 51 clusters
  Score: Raw -522425722.648893 + Penalty 444224.324155 = -521981498.324738
  nChanged 3991
Iteration 100F (7960.330000 sec): 51 clusters
  Score: Raw -522428811.364120 + Penalty 444224.324155 = -521984587.039965
  nChanged 3641
Iteration 101Q (7995.170000 sec): 51 clusters
  Score: Raw -522431336.040745 + Penalty 444224.324155 = -521987111.716590
  nChanged 2595
Iteration 102Q (8029.820000 sec): 51 clusters
  Score: Raw -522432520.928030 + Penalty 444224.324155 = -521988296.603875
  nChanged 2328
Iteration 103Q (8063.970000 sec): 51 clusters
  Score: Raw -522433241.144349 + Penalty 444224.324155 = -521989016.820194
  nChanged 2145
Iteration 104Q (8097.340000 sec): 51 clusters
  Score: Raw -522433874.384501 + Penalty 444224.324155 = -521989650.060346
  nChanged 1988
Iteration 105Q (8130.750000 sec): 51 clusters
  Score: Raw -522434313.452111 + Penalty 444224.324155 = -521990089.127956
  nChanged 1799
Iteration 106Q (8164.020000 sec): 51 clusters
  Score: Raw -522434787.968922 + Penalty 444224.324155 = -521990563.644767
  nChanged 1651
Iteration 107Q (8197.260000 sec): 51 clusters
  Score: Raw -522435019.831491 + Penalty 444224.324155 = -521990795.507336
  nChanged 1561
Iteration 108Q (8230.480000 sec): 51 clusters
  Score: Raw -522435246.447114 + Penalty 444224.324155 = -521991022.122959
  nChanged 1455
Iteration 109Q (8263.700000 sec): 51 clusters
  Score: Raw -522435427.014919 + Penalty 444224.324155 = -521991202.690764
  nChanged 1368
Iteration 110Q (8296.900000 sec): 51 clusters
  Score: Raw -522435600.444123 + Penalty 444224.324155 = -521991376.119968
  nChanged 1270
Iteration 111Q (8330.080000 sec): 51 clusters
  Score: Raw -522435735.222642 + Penalty 444224.324155 = -521991510.898487
  nChanged 1142
Iteration 112Q (8363.330000 sec): 51 clusters
  Score: Raw -522435840.480790 + Penalty 444224.324155 = -521991616.156635
  nChanged 1012
Iteration 113Q (8396.490000 sec): 51 clusters
  Score: Raw -522435917.001194 + Penalty 444224.324155 = -521991692.677039
  nChanged 880
Iteration 114Q (8429.650000 sec): 51 clusters
  Score: Raw -522435978.272488 + Penalty 444224.324155 = -521991753.948333
  nChanged 763
Iteration 115Q (8462.810000 sec): 51 clusters
  Score: Raw -522436026.231392 + Penalty 444224.324155 = -521991801.907236
  nChanged 689
Iteration 116Q (8495.940000 sec): 51 clusters
  Score: Raw -522436070.959644 + Penalty 444224.324155 = -521991846.635489
  nChanged 653
Iteration 117Q (8529.040000 sec): 51 clusters
  Score: Raw -522436115.807326 + Penalty 444224.324155 = -521991891.483171
  nChanged 657
Iteration 118Q (8562.180000 sec): 51 clusters
  Score: Raw -522436156.108306 + Penalty 444224.324155 = -521991931.784151
  nChanged 600
Iteration 119Q (8595.300000 sec): 51 clusters
  Score: Raw -522436193.776040 + Penalty 444224.324155 = -521991969.451885
  nChanged 566
Iteration 120F (8866.360000 sec): 51 clusters
  Score: Raw -522436774.483560 + Penalty 444224.324155 = -521992550.159405
  nChanged 583
Iteration 121Q (8900.360000 sec): 51 clusters
  Score: Raw -522437726.099641 + Penalty 444224.324155 = -521993501.775486
  nChanged 501
Iteration 122Q (8933.870000 sec): 51 clusters
  Score: Raw -522438020.319206 + Penalty 444224.324155 = -521993795.995051
  nChanged 452
Iteration 123Q (8968.320000 sec): 51 clusters
  Score: Raw -522438156.224311 + Penalty 444224.324155 = -521993931.900156
  nChanged 452
Iteration 124Q (9002.960000 sec): 51 clusters
  Score: Raw -522438294.678156 + Penalty 444224.324155 = -521994070.354001
  nChanged 404
Iteration 125Q (9037.580000 sec): 51 clusters
  Score: Raw -522438391.169401 + Penalty 444224.324155 = -521994166.845245
  nChanged 363
Iteration 126Q (9072.090000 sec): 51 clusters
  Score: Raw -522438437.467404 + Penalty 444224.324155 = -521994213.143248
  nChanged 329
Iteration 127Q (9106.580000 sec): 51 clusters
  Score: Raw -522438493.342960 + Penalty 444224.324155 = -521994269.018805
  nChanged 338
Iteration 128Q (9141.170000 sec): 51 clusters
  Score: Raw -522438535.367386 + Penalty 444224.324155 = -521994311.043231
  nChanged 303
Iteration 129Q (9175.630000 sec): 51 clusters
  Score: Raw -522438572.591495 + Penalty 444224.324155 = -521994348.267340
  nChanged 266
Iteration 130Q (9210.090000 sec): 51 clusters
  Score: Raw -522438596.733664 + Penalty 444224.324155 = -521994372.409509
  nChanged 288
Iteration 131Q (9244.560000 sec): 51 clusters
  Score: Raw -522438629.913884 + Penalty 444224.324155 = -521994405.589729
  nChanged 266
Iteration 132Q (9279.050000 sec): 51 clusters
  Score: Raw -522438651.247365 + Penalty 444224.324155 = -521994426.923210
  nChanged 271
Iteration 133Q (9313.490000 sec): 51 clusters
  Score: Raw -522438670.119167 + Penalty 444224.324155 = -521994445.795012
  nChanged 243
Iteration 134Q (9347.950000 sec): 51 clusters
  Score: Raw -522438690.097614 + Penalty 444224.324155 = -521994465.773458
  nChanged 206
Iteration 135Q (9382.400000 sec): 51 clusters
  Score: Raw -522438705.750026 + Penalty 444224.324155 = -521994481.425871
  nChanged 187
Iteration 136Q (9416.840000 sec): 51 clusters
  Score: Raw -522438722.113845 + Penalty 444224.324155 = -521994497.789690
  nChanged 195
Iteration 137Q (9451.250000 sec): 51 clusters
  Score: Raw -522438741.212498 + Penalty 444224.324155 = -521994516.888343
  nChanged 195
Iteration 138Q (9485.650000 sec): 51 clusters
  Score: Raw -522438764.410496 + Penalty 444224.324155 = -521994540.086340
  nChanged 216
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522438764.410496 + Penalty 444224.324155 = -521994540.086340
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 1 (7074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9485.980000 sec): 2 clusters
  Score: Raw -1774434.779042 + Penalty 5429.311089 = -1769005.467953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9486.030000 sec): 3 clusters
  Score: Raw -1771563.862404 + Penalty 10858.622178 = -1760705.240226
  nChanged 2483
		SP:Iteration 1F (9486.090000 sec): 3 clusters
  Score: Raw -1773534.414223 + Penalty 10858.622178 = -1762675.792045
  nChanged 668
		SP:Iteration 2F (9486.140000 sec): 3 clusters
  Score: Raw -1774463.733672 + Penalty 10858.622178 = -1763605.111494
  nChanged 554
		SP:Iteration 3F (9486.190000 sec): 3 clusters
  Score: Raw -1775216.458172 + Penalty 10858.622178 = -1764357.835994
  nChanged 469
		SP:Iteration 4F (9486.240000 sec): 3 clusters
  Score: Raw -1775898.698078 + Penalty 10858.622178 = -1765040.075900
  nChanged 421
		SP:Iteration 5F (9486.290000 sec): 3 clusters
  Score: Raw -1776616.125907 + Penalty 10858.622178 = -1765757.503729
  nChanged 415
		SP:Iteration 6F (9486.350000 sec): 3 clusters
  Score: Raw -1777342.243867 + Penalty 10858.622178 = -1766483.621689
  nChanged 402
		SP:Iteration 7F (9486.400000 sec): 3 clusters
  Score: Raw -1778068.957568 + Penalty 10858.622178 = -1767210.335390
  nChanged 351
		SP:Iteration 8Q (9486.450000 sec): 3 clusters
  Score: Raw -1778795.248259 + Penalty 10858.622178 = -1767936.626081
  nChanged 315
		SP:Iteration 9Q (9486.490000 sec): 3 clusters
  Score: Raw -1779256.458922 + Penalty 10858.622178 = -1768397.836744
  nChanged 212
		SP:Iteration 10Q (9486.540000 sec): 3 clusters
  Score: Raw -1779547.383934 + Penalty 10858.622178 = -1768688.761756
  nChanged 173
		SP:Iteration 11Q (9486.590000 sec): 3 clusters
  Score: Raw -1779755.433379 + Penalty 10858.622178 = -1768896.811201
  nChanged 117
		SP:Iteration 12Q (9486.630000 sec): 3 clusters
  Score: Raw -1779865.731679 + Penalty 10858.622178 = -1769007.109501
  nChanged 71
		SP:Iteration 13Q (9486.670000 sec): 3 clusters
  Score: Raw -1779923.068075 + Penalty 10858.622178 = -1769064.445897
  nChanged 37
		SP:Iteration 14Q (9486.710000 sec): 3 clusters
  Score: Raw -1779950.858800 + Penalty 10858.622178 = -1769092.236622
  nChanged 18
		SP:Iteration 15Q (9486.760000 sec): 3 clusters
  Score: Raw -1779967.166081 + Penalty 10858.622178 = -1769108.543903
  nChanged 14
		SP:Iteration 16Q (9486.800000 sec): 3 clusters
  Score: Raw -1779976.480245 + Penalty 10858.622178 = -1769117.858068
  nChanged 7
		SP:Iteration 17Q (9486.840000 sec): 3 clusters
  Score: Raw -1779982.531668 + Penalty 10858.622178 = -1769123.909490
  nChanged 9
		SP:Iteration 18Q (9486.890000 sec): 3 clusters
  Score: Raw -1779990.930236 + Penalty 10858.622178 = -1769132.308058
  nChanged 13
		SP:Iteration 19Q (9486.930000 sec): 3 clusters
  Score: Raw -1780003.458225 + Penalty 10858.622178 = -1769144.836047
  nChanged 12
		SP:Iteration 20F (9486.980000 sec): 3 clusters
  Score: Raw -1780011.129883 + Penalty 10858.622178 = -1769152.507705
  nChanged 6
		SP:Iteration 21Q (9487.030000 sec): 3 clusters
  Score: Raw -1780014.774492 + Penalty 10858.622178 = -1769156.152314
  nChanged 6
		SP:Iteration 22Q (9487.070000 sec): 3 clusters
  Score: Raw -1780017.666774 + Penalty 10858.622178 = -1769159.044596
  nChanged 5
		SP:Iteration 23Q (9487.110000 sec): 3 clusters
  Score: Raw -1780021.525253 + Penalty 10858.622178 = -1769162.903075
  nChanged 4
		SP:Iteration 24Q (9487.150000 sec): 3 clusters
  Score: Raw -1780023.922274 + Penalty 10858.622178 = -1769165.300096
  nChanged 1
		SP:Iteration 25Q (9487.190000 sec): 3 clusters
  Score: Raw -1780024.389342 + Penalty 10858.622178 = -1769165.767164
  nChanged 2
		SP:Iteration 26Q (9487.240000 sec): 3 clusters
  Score: Raw -1780025.461620 + Penalty 10858.622178 = -1769166.839442
  nChanged 0
		SP:Iteration 27F (9487.290000 sec): 3 clusters
  Score: Raw -1780025.461620 + Penalty 10858.622178 = -1769166.839442
  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 23.66 GB.

 Trying to split cluster 2 (9559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9487.370000 sec): 2 clusters
  Score: Raw -2511936.000546 + Penalty 5613.708519 = -2506322.292027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9487.450000 sec): 3 clusters
  Score: Raw -2507463.492563 + Penalty 11227.417038 = -2496236.075526
  nChanged 3502
		SP:Iteration 1F (9487.520000 sec): 3 clusters
  Score: Raw -2509513.296065 + Penalty 11227.417038 = -2498285.879027
  nChanged 745
		SP:Iteration 2F (9487.590000 sec): 3 clusters
  Score: Raw -2510029.030220 + Penalty 11227.417038 = -2498801.613182
  nChanged 536
		SP:Iteration 3F (9487.660000 sec): 3 clusters
  Score: Raw -2510395.468793 + Penalty 11227.417038 = -2499168.051756
  nChanged 412
		SP:Iteration 4Q (9487.730000 sec): 3 clusters
  Score: Raw -2510689.261736 + Penalty 11227.417038 = -2499461.844698
  nChanged 365
		SP:Iteration 5Q (9487.810000 sec): 3 clusters
  Score: Raw -2510958.608050 + Penalty 11227.417038 = -2499731.191013
  nChanged 355
		SP:Iteration 6Q (9487.880000 sec): 3 clusters
  Score: Raw -2511220.493394 + Penalty 11227.417038 = -2499993.076356
  nChanged 376
		SP:Iteration 7Q (9487.950000 sec): 3 clusters
  Score: Raw -2511509.363576 + Penalty 11227.417038 = -2500281.946538
  nChanged 345
		SP:Iteration 8Q (9488.020000 sec): 3 clusters
  Score: Raw -2511781.898906 + Penalty 11227.417038 = -2500554.481868
  nChanged 333
		SP:Iteration 9Q (9488.090000 sec): 3 clusters
  Score: Raw -2512020.717353 + Penalty 11227.417038 = -2500793.300315
  nChanged 298
		SP:Iteration 10Q (9488.160000 sec): 3 clusters
  Score: Raw -2512230.527739 + Penalty 11227.417038 = -2501003.110701
  nChanged 275
		SP:Iteration 11Q (9488.230000 sec): 3 clusters
  Score: Raw -2512398.194709 + Penalty 11227.417038 = -2501170.777671
  nChanged 194
		SP:Iteration 12Q (9488.300000 sec): 3 clusters
  Score: Raw -2512513.524336 + Penalty 11227.417038 = -2501286.107299
  nChanged 185
		SP:Iteration 13Q (9488.370000 sec): 3 clusters
  Score: Raw -2512611.802956 + Penalty 11227.417038 = -2501384.385918
  nChanged 139
		SP:Iteration 14Q (9488.440000 sec): 3 clusters
  Score: Raw -2512679.372331 + Penalty 11227.417038 = -2501451.955294
  nChanged 114
		SP:Iteration 15Q (9488.510000 sec): 3 clusters
  Score: Raw -2512730.984625 + Penalty 11227.417038 = -2501503.567588
  nChanged 98
		SP:Iteration 16Q (9488.580000 sec): 3 clusters
  Score: Raw -2512779.770928 + Penalty 11227.417038 = -2501552.353890
  nChanged 88
		SP:Iteration 17Q (9488.650000 sec): 3 clusters
  Score: Raw -2512823.055947 + Penalty 11227.417038 = -2501595.638910
  nChanged 64
		SP:Iteration 18Q (9488.720000 sec): 3 clusters
  Score: Raw -2512848.005011 + Penalty 11227.417038 = -2501620.587974
  nChanged 52
		SP:Iteration 19Q (9488.790000 sec): 3 clusters
  Score: Raw -2512868.575807 + Penalty 11227.417038 = -2501641.158770
  nChanged 36
		SP:Iteration 20F (9488.870000 sec): 3 clusters
  Score: Raw -2512882.047361 + Penalty 11227.417038 = -2501654.630323
  nChanged 39
		SP:Iteration 21Q (9488.930000 sec): 3 clusters
  Score: Raw -2512897.985219 + Penalty 11227.417038 = -2501670.568182
  nChanged 30
		SP:Iteration 22Q (9489.010000 sec): 3 clusters
  Score: Raw -2512910.481126 + Penalty 11227.417038 = -2501683.064089
  nChanged 40
		SP:Iteration 23Q (9489.070000 sec): 3 clusters
  Score: Raw -2512927.619964 + Penalty 11227.417038 = -2501700.202926
  nChanged 33
		SP:Iteration 24Q (9489.150000 sec): 3 clusters
  Score: Raw -2512940.787080 + Penalty 11227.417038 = -2501713.370042
  nChanged 26
		SP:Iteration 25Q (9489.210000 sec): 3 clusters
  Score: Raw -2512951.706721 + Penalty 11227.417038 = -2501724.289684
  nChanged 25
		SP:Iteration 26Q (9489.290000 sec): 3 clusters
  Score: Raw -2512960.371220 + Penalty 11227.417038 = -2501732.954182
  nChanged 17
		SP:Iteration 27Q (9489.360000 sec): 3 clusters
  Score: Raw -2512966.595898 + Penalty 11227.417038 = -2501739.178860
  nChanged 18
		SP:Iteration 28Q (9489.430000 sec): 3 clusters
  Score: Raw -2512973.285645 + Penalty 11227.417038 = -2501745.868608
  nChanged 21
		SP:Iteration 29Q (9489.500000 sec): 3 clusters
  Score: Raw -2512981.018875 + Penalty 11227.417038 = -2501753.601837
  nChanged 12
		SP:Iteration 30Q (9489.570000 sec): 3 clusters
  Score: Raw -2512985.398832 + Penalty 11227.417038 = -2501757.981795
  nChanged 14
		SP:Iteration 31Q (9489.640000 sec): 3 clusters
  Score: Raw -2512990.434361 + Penalty 11227.417038 = -2501763.017323
  nChanged 14
		SP:Iteration 32Q (9489.710000 sec): 3 clusters
  Score: Raw -2512995.220735 + Penalty 11227.417038 = -2501767.803697
  nChanged 12
		SP:Iteration 33Q (9489.780000 sec): 3 clusters
  Score: Raw -2512998.903347 + Penalty 11227.417038 = -2501771.486309
  nChanged 9
		SP:Iteration 34Q (9489.850000 sec): 3 clusters
  Score: Raw -2513002.417994 + Penalty 11227.417038 = -2501775.000957
  nChanged 8
		SP:Iteration 35Q (9489.920000 sec): 3 clusters
  Score: Raw -2513004.918789 + Penalty 11227.417038 = -2501777.501751
  nChanged 3
		SP:Iteration 36Q (9489.990000 sec): 3 clusters
  Score: Raw -2513005.703804 + Penalty 11227.417038 = -2501778.286767
  nChanged 3
		SP:Iteration 37Q (9490.060000 sec): 3 clusters
  Score: Raw -2513007.043798 + Penalty 11227.417038 = -2501779.626761
  nChanged 4
		SP:Iteration 38Q (9490.130000 sec): 3 clusters
  Score: Raw -2513008.089634 + Penalty 11227.417038 = -2501780.672596
  nChanged 3
		SP:Iteration 39Q (9490.200000 sec): 3 clusters
  Score: Raw -2513008.924042 + Penalty 11227.417038 = -2501781.507004
  nChanged 0
		SP:Iteration 40F (9490.270000 sec): 3 clusters
  Score: Raw -2513008.924042 + Penalty 11227.417038 = -2501781.507004
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 3 (9276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9490.330000 sec): 2 clusters
  Score: Raw -2346506.378394 + Penalty 5595.301240 = -2340911.077154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9490.400000 sec): 3 clusters
  Score: Raw -2342531.680288 + Penalty 11190.602481 = -2331341.077807
  nChanged 3355
		SP:Iteration 1F (9490.470000 sec): 3 clusters
  Score: Raw -2344907.473200 + Penalty 11190.602481 = -2333716.870719
  nChanged 843
		SP:Iteration 2F (9490.540000 sec): 3 clusters
  Score: Raw -2345810.207893 + Penalty 11190.602481 = -2334619.605412
  nChanged 646
		SP:Iteration 3F (9490.610000 sec): 3 clusters
  Score: Raw -2346542.757341 + Penalty 11190.602481 = -2335352.154860
  nChanged 577
		SP:Iteration 4F (9490.680000 sec): 3 clusters
  Score: Raw -2347152.152148 + Penalty 11190.602481 = -2335961.549668
  nChanged 513
		SP:Iteration 5F (9490.750000 sec): 3 clusters
  Score: Raw -2347636.808432 + Penalty 11190.602481 = -2336446.205952
  nChanged 430
		SP:Iteration 6Q (9490.810000 sec): 3 clusters
  Score: Raw -2347987.911330 + Penalty 11190.602481 = -2336797.308850
  nChanged 334
		SP:Iteration 7Q (9490.880000 sec): 3 clusters
  Score: Raw -2348230.092278 + Penalty 11190.602481 = -2337039.489798
  nChanged 281
		SP:Iteration 8Q (9490.950000 sec): 3 clusters
  Score: Raw -2348418.638696 + Penalty 11190.602481 = -2337228.036216
  nChanged 239
		SP:Iteration 9Q (9491.010000 sec): 3 clusters
  Score: Raw -2348573.364428 + Penalty 11190.602481 = -2337382.761948
  nChanged 204
		SP:Iteration 10Q (9491.080000 sec): 3 clusters
  Score: Raw -2348699.455632 + Penalty 11190.602481 = -2337508.853151
  nChanged 162
		SP:Iteration 11Q (9491.140000 sec): 3 clusters
  Score: Raw -2348802.656980 + Penalty 11190.602481 = -2337612.054500
  nChanged 156
		SP:Iteration 12Q (9491.210000 sec): 3 clusters
  Score: Raw -2348907.961573 + Penalty 11190.602481 = -2337717.359093
  nChanged 162
		SP:Iteration 13Q (9491.270000 sec): 3 clusters
  Score: Raw -2349000.865565 + Penalty 11190.602481 = -2337810.263085
  nChanged 140
		SP:Iteration 14Q (9491.330000 sec): 3 clusters
  Score: Raw -2349089.137940 + Penalty 11190.602481 = -2337898.535459
  nChanged 144
		SP:Iteration 15Q (9491.400000 sec): 3 clusters
  Score: Raw -2349176.869842 + Penalty 11190.602481 = -2337986.267361
  nChanged 125
		SP:Iteration 16Q (9491.470000 sec): 3 clusters
  Score: Raw -2349255.898875 + Penalty 11190.602481 = -2338065.296394
  nChanged 116
		SP:Iteration 17Q (9491.530000 sec): 3 clusters
  Score: Raw -2349325.813668 + Penalty 11190.602481 = -2338135.211188
  nChanged 119
		SP:Iteration 18Q (9491.590000 sec): 3 clusters
  Score: Raw -2349400.630289 + Penalty 11190.602481 = -2338210.027808
  nChanged 126
		SP:Iteration 19Q (9491.660000 sec): 3 clusters
  Score: Raw -2349483.805240 + Penalty 11190.602481 = -2338293.202760
  nChanged 102
		SP:Iteration 20F (9491.730000 sec): 3 clusters
  Score: Raw -2349558.732534 + Penalty 11190.602481 = -2338368.130053
  nChanged 92
		SP:Iteration 21Q (9491.790000 sec): 3 clusters
  Score: Raw -2349621.868750 + Penalty 11190.602481 = -2338431.266270
  nChanged 84
		SP:Iteration 22Q (9491.850000 sec): 3 clusters
  Score: Raw -2349689.405250 + Penalty 11190.602481 = -2338498.802769
  nChanged 63
		SP:Iteration 23Q (9491.920000 sec): 3 clusters
  Score: Raw -2349733.509861 + Penalty 11190.602481 = -2338542.907381
  nChanged 69
		SP:Iteration 24Q (9491.980000 sec): 3 clusters
  Score: Raw -2349774.181360 + Penalty 11190.602481 = -2338583.578880
  nChanged 59
		SP:Iteration 25Q (9492.050000 sec): 3 clusters
  Score: Raw -2349803.054204 + Penalty 11190.602481 = -2338612.451723
  nChanged 42
		SP:Iteration 26Q (9492.110000 sec): 3 clusters
  Score: Raw -2349828.810897 + Penalty 11190.602481 = -2338638.208416
  nChanged 41
		SP:Iteration 27Q (9492.170000 sec): 3 clusters
  Score: Raw -2349854.704524 + Penalty 11190.602481 = -2338664.102044
  nChanged 38
		SP:Iteration 28Q (9492.230000 sec): 3 clusters
  Score: Raw -2349877.571053 + Penalty 11190.602481 = -2338686.968572
  nChanged 20
		SP:Iteration 29Q (9492.300000 sec): 3 clusters
  Score: Raw -2349888.735901 + Penalty 11190.602481 = -2338698.133421
  nChanged 20
		SP:Iteration 30Q (9492.360000 sec): 3 clusters
  Score: Raw -2349900.265784 + Penalty 11190.602481 = -2338709.663304
  nChanged 18
		SP:Iteration 31Q (9492.420000 sec): 3 clusters
  Score: Raw -2349908.697566 + Penalty 11190.602481 = -2338718.095086
  nChanged 11
		SP:Iteration 32Q (9492.480000 sec): 3 clusters
  Score: Raw -2349913.033296 + Penalty 11190.602481 = -2338722.430816
  nChanged 5
		SP:Iteration 33Q (9492.550000 sec): 3 clusters
  Score: Raw -2349915.611107 + Penalty 11190.602481 = -2338725.008627
  nChanged 8
		SP:Iteration 34Q (9492.610000 sec): 3 clusters
  Score: Raw -2349918.238336 + Penalty 11190.602481 = -2338727.635855
  nChanged 6
		SP:Iteration 35Q (9492.670000 sec): 3 clusters
  Score: Raw -2349922.502461 + Penalty 11190.602481 = -2338731.899980
  nChanged 7
		SP:Iteration 36Q (9492.730000 sec): 3 clusters
  Score: Raw -2349925.887474 + Penalty 11190.602481 = -2338735.284993
  nChanged 7
		SP:Iteration 37Q (9492.790000 sec): 3 clusters
  Score: Raw -2349928.961042 + Penalty 11190.602481 = -2338738.358561
  nChanged 8
		SP:Iteration 38Q (9492.860000 sec): 3 clusters
  Score: Raw -2349931.797636 + Penalty 11190.602481 = -2338741.195155
  nChanged 10
		SP:Iteration 39Q (9492.920000 sec): 3 clusters
  Score: Raw -2349936.767010 + Penalty 11190.602481 = -2338746.164529
  nChanged 7
		SP:Iteration 40F (9492.990000 sec): 3 clusters
  Score: Raw -2349938.976154 + Penalty 11190.602481 = -2338748.373673
  nChanged 4
		SP:Iteration 41Q (9493.050000 sec): 3 clusters
  Score: Raw -2349940.087029 + Penalty 11190.602481 = -2338749.484548
  nChanged 1
		SP:Iteration 42Q (9493.110000 sec): 3 clusters
  Score: Raw -2349940.917453 + Penalty 11190.602481 = -2338750.314972
  nChanged 4
		SP:Iteration 43Q (9493.180000 sec): 3 clusters
  Score: Raw -2349942.792030 + Penalty 11190.602481 = -2338752.189549
  nChanged 3
		SP:Iteration 44Q (9493.240000 sec): 3 clusters
  Score: Raw -2349944.077491 + Penalty 11190.602481 = -2338753.475011
  nChanged 3
		SP:Iteration 45Q (9493.300000 sec): 3 clusters
  Score: Raw -2349945.448127 + Penalty 11190.602481 = -2338754.845646
  nChanged 0
		SP:Iteration 46F (9493.370000 sec): 3 clusters
  Score: Raw -2349945.448127 + Penalty 11190.602481 = -2338754.845646
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 4 (86700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9493.970000 sec): 2 clusters
  Score: Raw -23036360.606038 + Penalty 6964.253112 = -23029396.352926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9494.630000 sec): 3 clusters
  Score: Raw -22984057.581732 + Penalty 13928.506224 = -22970129.075508
  nChanged 39245
		SP:Iteration 1F (9495.290000 sec): 3 clusters
  Score: Raw -23005073.651083 + Penalty 13928.506224 = -22991145.144859
  nChanged 3783
		SP:Iteration 2Q (9495.960000 sec): 3 clusters
  Score: Raw -23006202.752633 + Penalty 13928.506224 = -22992274.246409
  nChanged 3445
		SP:Iteration 3Q (9496.630000 sec): 3 clusters
  Score: Raw -23007205.804260 + Penalty 13928.506224 = -22993277.298036
  nChanged 3091
		SP:Iteration 4Q (9497.290000 sec): 3 clusters
  Score: Raw -23008183.705237 + Penalty 13928.506224 = -22994255.199012
  nChanged 3128
		SP:Iteration 5Q (9497.960000 sec): 3 clusters
  Score: Raw -23009284.262367 + Penalty 13928.506224 = -22995355.756142
  nChanged 3266
		SP:Iteration 6Q (9498.630000 sec): 3 clusters
  Score: Raw -23010552.574846 + Penalty 13928.506224 = -22996624.068622
  nChanged 3579
		SP:Iteration 7Q (9499.300000 sec): 3 clusters
  Score: Raw -23012040.844581 + Penalty 13928.506224 = -22998112.338357
  nChanged 3966
		SP:Iteration 8Q (9499.960000 sec): 3 clusters
  Score: Raw -23013778.310421 + Penalty 13928.506224 = -22999849.804197
  nChanged 4032
		SP:Iteration 9Q (9500.630000 sec): 3 clusters
  Score: Raw -23015604.607152 + Penalty 13928.506224 = -23001676.100927
  nChanged 4115
		SP:Iteration 10Q (9501.290000 sec): 3 clusters
  Score: Raw -23017497.800481 + Penalty 13928.506224 = -23003569.294256
  nChanged 3911
		SP:Iteration 11Q (9501.950000 sec): 3 clusters
  Score: Raw -23019268.674954 + Penalty 13928.506224 = -23005340.168729
  nChanged 3553
		SP:Iteration 12Q (9502.620000 sec): 3 clusters
  Score: Raw -23020949.092610 + Penalty 13928.506224 = -23007020.586385
  nChanged 3400
		SP:Iteration 13Q (9503.280000 sec): 3 clusters
  Score: Raw -23022761.800403 + Penalty 13928.506224 = -23008833.294179
  nChanged 3388
		SP:Iteration 14Q (9503.940000 sec): 3 clusters
  Score: Raw -23024830.147399 + Penalty 13928.506224 = -23010901.641175
  nChanged 3573
		SP:Iteration 15Q (9504.600000 sec): 3 clusters
  Score: Raw -23027260.162510 + Penalty 13928.506224 = -23013331.656285
  nChanged 3639
		SP:Iteration 16Q (9505.250000 sec): 3 clusters
  Score: Raw -23029791.757944 + Penalty 13928.506224 = -23015863.251720
  nChanged 3289
		SP:Iteration 17Q (9505.890000 sec): 3 clusters
  Score: Raw -23031866.339979 + Penalty 13928.506224 = -23017937.833754
  nChanged 2756
		SP:Iteration 18Q (9506.530000 sec): 3 clusters
  Score: Raw -23033468.974499 + Penalty 13928.506224 = -23019540.468275
  nChanged 2329
		SP:Iteration 19Q (9507.160000 sec): 3 clusters
  Score: Raw -23034777.952223 + Penalty 13928.506224 = -23020849.445999
  nChanged 2009
		SP:Iteration 20F (9507.820000 sec): 3 clusters
  Score: Raw -23035897.057591 + Penalty 13928.506224 = -23021968.551367
  nChanged 1810
		SP:Iteration 21Q (9508.440000 sec): 3 clusters
  Score: Raw -23036771.141406 + Penalty 13928.506224 = -23022842.635182
  nChanged 1435
		SP:Iteration 22Q (9509.050000 sec): 3 clusters
  Score: Raw -23037331.103408 + Penalty 13928.506224 = -23023402.597184
  nChanged 1200
		SP:Iteration 23Q (9509.650000 sec): 3 clusters
  Score: Raw -23037722.277932 + Penalty 13928.506224 = -23023793.771707
  nChanged 979
		SP:Iteration 24Q (9510.250000 sec): 3 clusters
  Score: Raw -23037995.057945 + Penalty 13928.506224 = -23024066.551721
  nChanged 783
		SP:Iteration 25Q (9510.850000 sec): 3 clusters
  Score: Raw -23038181.342698 + Penalty 13928.506224 = -23024252.836474
  nChanged 618
		SP:Iteration 26Q (9511.440000 sec): 3 clusters
  Score: Raw -23038307.684063 + Penalty 13928.506224 = -23024379.177838
  nChanged 485
		SP:Iteration 27Q (9512.040000 sec): 3 clusters
  Score: Raw -23038402.215695 + Penalty 13928.506224 = -23024473.709471
  nChanged 429
		SP:Iteration 28Q (9512.630000 sec): 3 clusters
  Score: Raw -23038479.340288 + Penalty 13928.506224 = -23024550.834064
  nChanged 375
		SP:Iteration 29Q (9513.220000 sec): 3 clusters
  Score: Raw -23038539.727349 + Penalty 13928.506224 = -23024611.221125
  nChanged 316
		SP:Iteration 30Q (9513.810000 sec): 3 clusters
  Score: Raw -23038590.673778 + Penalty 13928.506224 = -23024662.167553
  nChanged 307
		SP:Iteration 31Q (9514.400000 sec): 3 clusters
  Score: Raw -23038637.227480 + Penalty 13928.506224 = -23024708.721256
  nChanged 316
		SP:Iteration 32Q (9514.990000 sec): 3 clusters
  Score: Raw -23038686.831249 + Penalty 13928.506224 = -23024758.325024
  nChanged 300
		SP:Iteration 33Q (9515.570000 sec): 3 clusters
  Score: Raw -23038735.978548 + Penalty 13928.506224 = -23024807.472324
  nChanged 295
		SP:Iteration 34Q (9516.160000 sec): 3 clusters
  Score: Raw -23038787.000032 + Penalty 13928.506224 = -23024858.493807
  nChanged 293
		SP:Iteration 35Q (9516.750000 sec): 3 clusters
  Score: Raw -23038835.601308 + Penalty 13928.506224 = -23024907.095083
  nChanged 272
		SP:Iteration 36Q (9517.330000 sec): 3 clusters
  Score: Raw -23038877.779207 + Penalty 13928.506224 = -23024949.272983
  nChanged 261
		SP:Iteration 37Q (9517.920000 sec): 3 clusters
  Score: Raw -23038915.454187 + Penalty 13928.506224 = -23024986.947963
  nChanged 246
		SP:Iteration 38Q (9518.500000 sec): 3 clusters
  Score: Raw -23038948.912394 + Penalty 13928.506224 = -23025020.406170
  nChanged 239
		SP:Iteration 39Q (9519.080000 sec): 3 clusters
  Score: Raw -23038981.149679 + Penalty 13928.506224 = -23025052.643455
  nChanged 238
		SP:Iteration 40F (9519.750000 sec): 3 clusters
  Score: Raw -23039014.182692 + Penalty 13928.506224 = -23025085.676468
  nChanged 209
		SP:Iteration 41Q (9520.330000 sec): 3 clusters
  Score: Raw -23039044.428614 + Penalty 13928.506224 = -23025115.922390
  nChanged 217
		SP:Iteration 42Q (9520.920000 sec): 3 clusters
  Score: Raw -23039075.469676 + Penalty 13928.506224 = -23025146.963451
  nChanged 233
		SP:Iteration 43Q (9521.500000 sec): 3 clusters
  Score: Raw -23039107.774489 + Penalty 13928.506224 = -23025179.268264
  nChanged 240
		SP:Iteration 44Q (9522.090000 sec): 3 clusters
  Score: Raw -23039142.581674 + Penalty 13928.506224 = -23025214.075449
  nChanged 234
		SP:Iteration 45Q (9522.690000 sec): 3 clusters
  Score: Raw -23039177.109419 + Penalty 13928.506224 = -23025248.603195
  nChanged 256
		SP:Iteration 46Q (9523.270000 sec): 3 clusters
  Score: Raw -23039219.854141 + Penalty 13928.506224 = -23025291.347917
  nChanged 286
		SP:Iteration 47Q (9523.850000 sec): 3 clusters
  Score: Raw -23039270.227553 + Penalty 13928.506224 = -23025341.721329
  nChanged 280
		SP:Iteration 48Q (9524.430000 sec): 3 clusters
  Score: Raw -23039317.874710 + Penalty 13928.506224 = -23025389.368486
  nChanged 291
		SP:Iteration 49Q (9525.010000 sec): 3 clusters
  Score: Raw -23039366.920676 + Penalty 13928.506224 = -23025438.414451
  nChanged 279
		SP:Iteration 50Q (9525.580000 sec): 3 clusters
  Score: Raw -23039412.795662 + Penalty 13928.506224 = -23025484.289438
  nChanged 263
		SP:Iteration 51Q (9526.160000 sec): 3 clusters
  Score: Raw -23039462.520036 + Penalty 13928.506224 = -23025534.013812
  nChanged 273
		SP:Iteration 52Q (9526.740000 sec): 3 clusters
  Score: Raw -23039515.626136 + Penalty 13928.506224 = -23025587.119912
  nChanged 259
		SP:Iteration 53Q (9527.310000 sec): 3 clusters
  Score: Raw -23039576.886642 + Penalty 13928.506224 = -23025648.380417
  nChanged 312
		SP:Iteration 54Q (9527.880000 sec): 3 clusters
  Score: Raw -23039645.263110 + Penalty 13928.506224 = -23025716.756886
  nChanged 305
		SP:Iteration 55Q (9528.450000 sec): 3 clusters
  Score: Raw -23039714.857832 + Penalty 13928.506224 = -23025786.351607
  nChanged 315
		SP:Iteration 56Q (9529.020000 sec): 3 clusters
  Score: Raw -23039792.284496 + Penalty 13928.506224 = -23025863.778271
  nChanged 349
		SP:Iteration 57Q (9529.580000 sec): 3 clusters
  Score: Raw -23039876.764125 + Penalty 13928.506224 = -23025948.257901
  nChanged 322
		SP:Iteration 58Q (9530.150000 sec): 3 clusters
  Score: Raw -23039951.765214 + Penalty 13928.506224 = -23026023.258990
  nChanged 311
		SP:Iteration 59Q (9530.710000 sec): 3 clusters
  Score: Raw -23040025.525420 + Penalty 13928.506224 = -23026097.019196
  nChanged 320
		SP:Iteration 60F (9531.370000 sec): 3 clusters
  Score: Raw -23040109.008312 + Penalty 13928.506224 = -23026180.502087
  nChanged 341
		SP:Iteration 61Q (9531.940000 sec): 3 clusters
  Score: Raw -23040197.108043 + Penalty 13928.506224 = -23026268.601819
  nChanged 294
		SP:Iteration 62Q (9532.500000 sec): 3 clusters
  Score: Raw -23040262.745250 + Penalty 13928.506224 = -23026334.239026
  nChanged 274
		SP:Iteration 63Q (9533.070000 sec): 3 clusters
  Score: Raw -23040317.154349 + Penalty 13928.506224 = -23026388.648125
  nChanged 243
		SP:Iteration 64Q (9533.630000 sec): 3 clusters
  Score: Raw -23040356.236271 + Penalty 13928.506224 = -23026427.730047
  nChanged 214
		SP:Iteration 65Q (9534.190000 sec): 3 clusters
  Score: Raw -23040385.463218 + Penalty 13928.506224 = -23026456.956994
  nChanged 183
		SP:Iteration 66Q (9534.750000 sec): 3 clusters
  Score: Raw -23040410.777883 + Penalty 13928.506224 = -23026482.271659
  nChanged 169
		SP:Iteration 67Q (9535.310000 sec): 3 clusters
  Score: Raw -23040431.139549 + Penalty 13928.506224 = -23026502.633325
  nChanged 113
		SP:Iteration 68Q (9535.880000 sec): 3 clusters
  Score: Raw -23040443.443889 + Penalty 13928.506224 = -23026514.937664
  nChanged 105
		SP:Iteration 69Q (9536.430000 sec): 3 clusters
  Score: Raw -23040453.928688 + Penalty 13928.506224 = -23026525.422463
  nChanged 92
		SP:Iteration 70Q (9536.990000 sec): 3 clusters
  Score: Raw -23040463.282713 + Penalty 13928.506224 = -23026534.776489
  nChanged 75
		SP:Iteration 71Q (9537.550000 sec): 3 clusters
  Score: Raw -23040470.117768 + Penalty 13928.506224 = -23026541.611543
  nChanged 83
		SP:Iteration 72Q (9538.110000 sec): 3 clusters
  Score: Raw -23040478.006983 + Penalty 13928.506224 = -23026549.500759
  nChanged 73
		SP:Iteration 73Q (9538.670000 sec): 3 clusters
  Score: Raw -23040484.825540 + Penalty 13928.506224 = -23026556.319316
  nChanged 64
		SP:Iteration 74Q (9539.230000 sec): 3 clusters
  Score: Raw -23040490.266889 + Penalty 13928.506224 = -23026561.760665
  nChanged 51
		SP:Iteration 75Q (9539.780000 sec): 3 clusters
  Score: Raw -23040494.227793 + Penalty 13928.506224 = -23026565.721569
  nChanged 43
		SP:Iteration 76Q (9540.340000 sec): 3 clusters
  Score: Raw -23040497.350999 + Penalty 13928.506224 = -23026568.844775
  nChanged 46
		SP:Iteration 77Q (9540.900000 sec): 3 clusters
  Score: Raw -23040500.488473 + Penalty 13928.506224 = -23026571.982248
  nChanged 39
		SP:Iteration 78Q (9541.460000 sec): 3 clusters
  Score: Raw -23040503.039556 + Penalty 13928.506224 = -23026574.533332
  nChanged 29
		SP:Iteration 79Q (9542.010000 sec): 3 clusters
  Score: Raw -23040504.775342 + Penalty 13928.506224 = -23026576.269117
  nChanged 33
		SP:Iteration 80F (9542.670000 sec): 3 clusters
  Score: Raw -23040506.788864 + Penalty 13928.506224 = -23026578.282640
  nChanged 36
		SP:Iteration 81Q (9543.230000 sec): 3 clusters
  Score: Raw -23040508.500551 + Penalty 13928.506224 = -23026579.994327
  nChanged 24
		SP:Iteration 82Q (9543.790000 sec): 3 clusters
  Score: Raw -23040509.677465 + Penalty 13928.506224 = -23026581.171241
  nChanged 29
		SP:Iteration 83Q (9544.350000 sec): 3 clusters
  Score: Raw -23040511.620397 + Penalty 13928.506224 = -23026583.114173
  nChanged 30
		SP:Iteration 84Q (9544.910000 sec): 3 clusters
  Score: Raw -23040513.471025 + Penalty 13928.506224 = -23026584.964801
  nChanged 35
		SP:Iteration 85Q (9545.470000 sec): 3 clusters
  Score: Raw -23040515.928451 + Penalty 13928.506224 = -23026587.422226
  nChanged 39
		SP:Iteration 86Q (9546.030000 sec): 3 clusters
  Score: Raw -23040518.690167 + Penalty 13928.506224 = -23026590.183942
  nChanged 36
		SP:Iteration 87Q (9546.590000 sec): 3 clusters
  Score: Raw -23040521.202108 + Penalty 13928.506224 = -23026592.695883
  nChanged 35
		SP:Iteration 88Q (9547.150000 sec): 3 clusters
  Score: Raw -23040523.293997 + Penalty 13928.506224 = -23026594.787772
  nChanged 35
		SP:Iteration 89Q (9547.710000 sec): 3 clusters
  Score: Raw -23040525.187013 + Penalty 13928.506224 = -23026596.680789
  nChanged 21
		SP:Iteration 90Q (9548.270000 sec): 3 clusters
  Score: Raw -23040526.441519 + Penalty 13928.506224 = -23026597.935294
  nChanged 16
		SP:Iteration 91Q (9548.830000 sec): 3 clusters
  Score: Raw -23040527.255364 + Penalty 13928.506224 = -23026598.749140
  nChanged 14
		SP:Iteration 92Q (9549.380000 sec): 3 clusters
  Score: Raw -23040528.051944 + Penalty 13928.506224 = -23026599.545719
  nChanged 13
		SP:Iteration 93Q (9549.940000 sec): 3 clusters
  Score: Raw -23040528.767595 + Penalty 13928.506224 = -23026600.261371
  nChanged 13
		SP:Iteration 94Q (9550.510000 sec): 3 clusters
  Score: Raw -23040529.610802 + Penalty 13928.506224 = -23026601.104577
  nChanged 17
		SP:Iteration 95Q (9551.060000 sec): 3 clusters
  Score: Raw -23040530.614486 + Penalty 13928.506224 = -23026602.108262
  nChanged 16
		SP:Iteration 96Q (9551.620000 sec): 3 clusters
  Score: Raw -23040531.394476 + Penalty 13928.506224 = -23026602.888252
  nChanged 14
		SP:Iteration 97Q (9552.180000 sec): 3 clusters
  Score: Raw -23040532.133853 + Penalty 13928.506224 = -23026603.627628
  nChanged 11
		SP:Iteration 98Q (9552.740000 sec): 3 clusters
  Score: Raw -23040532.747609 + Penalty 13928.506224 = -23026604.241384
  nChanged 10
		SP:Iteration 99Q (9553.300000 sec): 3 clusters
  Score: Raw -23040533.276654 + Penalty 13928.506224 = -23026604.770429
  nChanged 11
		SP:Iteration 100F (9553.960000 sec): 3 clusters
  Score: Raw -23040533.947289 + Penalty 13928.506224 = -23026605.441064
  nChanged 8
		SP:Iteration 101Q (9554.520000 sec): 3 clusters
  Score: Raw -23040534.417032 + Penalty 13928.506224 = -23026605.910807
  nChanged 13
		SP:Iteration 102Q (9555.080000 sec): 3 clusters
  Score: Raw -23040535.125321 + Penalty 13928.506224 = -23026606.619097
  nChanged 11
		SP:Iteration 103Q (9555.640000 sec): 3 clusters
  Score: Raw -23040535.576407 + Penalty 13928.506224 = -23026607.070182
  nChanged 9
		SP:Iteration 104Q (9556.200000 sec): 3 clusters
  Score: Raw -23040536.162787 + Penalty 13928.506224 = -23026607.656563
  nChanged 11
		SP:Iteration 105Q (9556.760000 sec): 3 clusters
  Score: Raw -23040536.833057 + Penalty 13928.506224 = -23026608.326832
  nChanged 6
		SP:Iteration 106Q (9557.320000 sec): 3 clusters
  Score: Raw -23040537.066595 + Penalty 13928.506224 = -23026608.560371
  nChanged 3
		SP:Iteration 107Q (9557.880000 sec): 3 clusters
  Score: Raw -23040537.317941 + Penalty 13928.506224 = -23026608.811716
  nChanged 3
		SP:Iteration 108Q (9558.440000 sec): 3 clusters
  Score: Raw -23040537.445736 + Penalty 13928.506224 = -23026608.939512
  nChanged 3
		SP:Iteration 109Q (9559.000000 sec): 3 clusters
  Score: Raw -23040537.537000 + Penalty 13928.506224 = -23026609.030775
  nChanged 1
		SP:Iteration 110Q (9559.560000 sec): 3 clusters
  Score: Raw -23040537.585947 + Penalty 13928.506224 = -23026609.079722
  nChanged 0
		SP:Iteration 111F (9560.220000 sec): 3 clusters
  Score: Raw -23040537.585947 + Penalty 13928.506224 = -23026609.079722
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 5 (11331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9560.340000 sec): 2 clusters
  Score: Raw -2962035.355732 + Penalty 5717.869787 = -2956317.485945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9560.420000 sec): 3 clusters
  Score: Raw -2956596.803148 + Penalty 11435.739574 = -2945161.063574
  nChanged 4362
		SP:Iteration 1F (9560.510000 sec): 3 clusters
  Score: Raw -2959231.780661 + Penalty 11435.739574 = -2947796.041087
  nChanged 905
		SP:Iteration 2F (9560.600000 sec): 3 clusters
  Score: Raw -2959913.353304 + Penalty 11435.739574 = -2948477.613730
  nChanged 686
		SP:Iteration 3F (9560.680000 sec): 3 clusters
  Score: Raw -2960450.301567 + Penalty 11435.739574 = -2949014.561993
  nChanged 587
		SP:Iteration 4F (9560.760000 sec): 3 clusters
  Score: Raw -2960934.256294 + Penalty 11435.739574 = -2949498.516720
  nChanged 567
		SP:Iteration 5F (9560.850000 sec): 3 clusters
  Score: Raw -2961367.155091 + Penalty 11435.739574 = -2949931.415517
  nChanged 503
		SP:Iteration 6Q (9560.930000 sec): 3 clusters
  Score: Raw -2961756.209249 + Penalty 11435.739574 = -2950320.469675
  nChanged 470
		SP:Iteration 7Q (9561.020000 sec): 3 clusters
  Score: Raw -2962134.940735 + Penalty 11435.739574 = -2950699.201161
  nChanged 434
		SP:Iteration 8Q (9561.100000 sec): 3 clusters
  Score: Raw -2962482.607027 + Penalty 11435.739574 = -2951046.867454
  nChanged 391
		SP:Iteration 9Q (9561.180000 sec): 3 clusters
  Score: Raw -2962807.815451 + Penalty 11435.739574 = -2951372.075877
  nChanged 376
		SP:Iteration 10Q (9561.260000 sec): 3 clusters
  Score: Raw -2963145.881134 + Penalty 11435.739574 = -2951710.141560
  nChanged 379
		SP:Iteration 11Q (9561.340000 sec): 3 clusters
  Score: Raw -2963489.024892 + Penalty 11435.739574 = -2952053.285318
  nChanged 336
		SP:Iteration 12Q (9561.430000 sec): 3 clusters
  Score: Raw -2963782.854681 + Penalty 11435.739574 = -2952347.115107
  nChanged 327
		SP:Iteration 13Q (9561.500000 sec): 3 clusters
  Score: Raw -2964085.259827 + Penalty 11435.739574 = -2952649.520253
  nChanged 289
		SP:Iteration 14Q (9561.580000 sec): 3 clusters
  Score: Raw -2964357.984434 + Penalty 11435.739574 = -2952922.244860
  nChanged 258
		SP:Iteration 15Q (9561.660000 sec): 3 clusters
  Score: Raw -2964581.791061 + Penalty 11435.739574 = -2953146.051487
  nChanged 216
		SP:Iteration 16Q (9561.740000 sec): 3 clusters
  Score: Raw -2964730.091857 + Penalty 11435.739574 = -2953294.352283
  nChanged 148
		SP:Iteration 17Q (9561.810000 sec): 3 clusters
  Score: Raw -2964811.192949 + Penalty 11435.739574 = -2953375.453375
  nChanged 110
		SP:Iteration 18Q (9561.880000 sec): 3 clusters
  Score: Raw -2964861.620481 + Penalty 11435.739574 = -2953425.880907
  nChanged 82
		SP:Iteration 19Q (9561.960000 sec): 3 clusters
  Score: Raw -2964895.916931 + Penalty 11435.739574 = -2953460.177357
  nChanged 53
		SP:Iteration 20F (9562.040000 sec): 3 clusters
  Score: Raw -2964916.167892 + Penalty 11435.739574 = -2953480.428318
  nChanged 33
		SP:Iteration 21Q (9562.120000 sec): 3 clusters
  Score: Raw -2964926.291568 + Penalty 11435.739574 = -2953490.551994
  nChanged 17
		SP:Iteration 22Q (9562.190000 sec): 3 clusters
  Score: Raw -2964931.018024 + Penalty 11435.739574 = -2953495.278450
  nChanged 13
		SP:Iteration 23Q (9562.270000 sec): 3 clusters
  Score: Raw -2964934.795106 + Penalty 11435.739574 = -2953499.055532
  nChanged 10
		SP:Iteration 24Q (9562.340000 sec): 3 clusters
  Score: Raw -2964938.692258 + Penalty 11435.739574 = -2953502.952684
  nChanged 13
		SP:Iteration 25Q (9562.420000 sec): 3 clusters
  Score: Raw -2964944.170102 + Penalty 11435.739574 = -2953508.430528
  nChanged 17
		SP:Iteration 26Q (9562.490000 sec): 3 clusters
  Score: Raw -2964949.661446 + Penalty 11435.739574 = -2953513.921872
  nChanged 8
		SP:Iteration 27Q (9562.570000 sec): 3 clusters
  Score: Raw -2964952.175273 + Penalty 11435.739574 = -2953516.435699
  nChanged 5
		SP:Iteration 28Q (9562.640000 sec): 3 clusters
  Score: Raw -2964953.418147 + Penalty 11435.739574 = -2953517.678573
  nChanged 5
		SP:Iteration 29Q (9562.720000 sec): 3 clusters
  Score: Raw -2964954.868921 + Penalty 11435.739574 = -2953519.129347
  nChanged 5
		SP:Iteration 30Q (9562.790000 sec): 3 clusters
  Score: Raw -2964956.077411 + Penalty 11435.739574 = -2953520.337837
  nChanged 3
		SP:Iteration 31Q (9562.860000 sec): 3 clusters
  Score: Raw -2964956.938877 + Penalty 11435.739574 = -2953521.199304
  nChanged 5
		SP:Iteration 32Q (9562.940000 sec): 3 clusters
  Score: Raw -2964958.044332 + Penalty 11435.739574 = -2953522.304758
  nChanged 1
		SP:Iteration 33Q (9563.010000 sec): 3 clusters
  Score: Raw -2964958.323612 + Penalty 11435.739574 = -2953522.584038
  nChanged 1
		SP:Iteration 34Q (9563.090000 sec): 3 clusters
  Score: Raw -2964958.626051 + Penalty 11435.739574 = -2953522.886478
  nChanged 0
		SP:Iteration 35F (9563.170000 sec): 3 clusters
  Score: Raw -2964958.626051 + Penalty 11435.739574 = -2953522.886478
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 6 (37026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9563.430000 sec): 2 clusters
  Score: Raw -9870350.848203 + Penalty 6443.117584 = -9863907.730619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9563.720000 sec): 3 clusters
  Score: Raw -9849568.973254 + Penalty 12886.235168 = -9836682.738086
  nChanged 15899
		SP:Iteration 1F (9564.000000 sec): 3 clusters
  Score: Raw -9857844.456651 + Penalty 12886.235168 = -9844958.221483
  nChanged 2040
		SP:Iteration 2F (9564.290000 sec): 3 clusters
  Score: Raw -9858566.689234 + Penalty 12886.235168 = -9845680.454065
  nChanged 1603
		SP:Iteration 3Q (9564.580000 sec): 3 clusters
  Score: Raw -9859127.556310 + Penalty 12886.235168 = -9846241.321142
  nChanged 1396
		SP:Iteration 4Q (9564.870000 sec): 3 clusters
  Score: Raw -9859582.545357 + Penalty 12886.235168 = -9846696.310188
  nChanged 1185
		SP:Iteration 5Q (9565.160000 sec): 3 clusters
  Score: Raw -9859992.407474 + Penalty 12886.235168 = -9847106.172306
  nChanged 1097
		SP:Iteration 6Q (9565.440000 sec): 3 clusters
  Score: Raw -9860379.806888 + Penalty 12886.235168 = -9847493.571720
  nChanged 1069
		SP:Iteration 7Q (9565.730000 sec): 3 clusters
  Score: Raw -9860743.987680 + Penalty 12886.235168 = -9847857.752511
  nChanged 953
		SP:Iteration 8Q (9566.020000 sec): 3 clusters
  Score: Raw -9861067.215459 + Penalty 12886.235168 = -9848180.980291
  nChanged 931
		SP:Iteration 9Q (9566.300000 sec): 3 clusters
  Score: Raw -9861379.762617 + Penalty 12886.235168 = -9848493.527449
  nChanged 948
		SP:Iteration 10Q (9566.590000 sec): 3 clusters
  Score: Raw -9861700.479528 + Penalty 12886.235168 = -9848814.244360
  nChanged 952
		SP:Iteration 11Q (9566.880000 sec): 3 clusters
  Score: Raw -9862038.637510 + Penalty 12886.235168 = -9849152.402342
  nChanged 977
		SP:Iteration 12Q (9567.160000 sec): 3 clusters
  Score: Raw -9862368.796433 + Penalty 12886.235168 = -9849482.561265
  nChanged 882
		SP:Iteration 13Q (9567.450000 sec): 3 clusters
  Score: Raw -9862668.111172 + Penalty 12886.235168 = -9849781.876004
  nChanged 878
		SP:Iteration 14Q (9567.730000 sec): 3 clusters
  Score: Raw -9862972.552395 + Penalty 12886.235168 = -9850086.317227
  nChanged 906
		SP:Iteration 15Q (9568.010000 sec): 3 clusters
  Score: Raw -9863287.673366 + Penalty 12886.235168 = -9850401.438198
  nChanged 868
		SP:Iteration 16Q (9568.300000 sec): 3 clusters
  Score: Raw -9863629.175644 + Penalty 12886.235168 = -9850742.940475
  nChanged 958
		SP:Iteration 17Q (9568.580000 sec): 3 clusters
  Score: Raw -9864037.629236 + Penalty 12886.235168 = -9851151.394068
  nChanged 1020
		SP:Iteration 18Q (9568.860000 sec): 3 clusters
  Score: Raw -9864476.283943 + Penalty 12886.235168 = -9851590.048775
  nChanged 962
		SP:Iteration 19Q (9569.140000 sec): 3 clusters
  Score: Raw -9864902.145065 + Penalty 12886.235168 = -9852015.909897
  nChanged 964
		SP:Iteration 20F (9569.420000 sec): 3 clusters
  Score: Raw -9865351.487916 + Penalty 12886.235168 = -9852465.252747
  nChanged 1019
		SP:Iteration 21Q (9569.700000 sec): 3 clusters
  Score: Raw -9865830.195025 + Penalty 12886.235168 = -9852943.959857
  nChanged 1026
		SP:Iteration 22Q (9569.970000 sec): 3 clusters
  Score: Raw -9866349.405808 + Penalty 12886.235168 = -9853463.170640
  nChanged 989
		SP:Iteration 23Q (9570.240000 sec): 3 clusters
  Score: Raw -9866868.782600 + Penalty 12886.235168 = -9853982.547432
  nChanged 954
		SP:Iteration 24Q (9570.510000 sec): 3 clusters
  Score: Raw -9867373.760322 + Penalty 12886.235168 = -9854487.525154
  nChanged 897
		SP:Iteration 25Q (9570.780000 sec): 3 clusters
  Score: Raw -9867860.693993 + Penalty 12886.235168 = -9854974.458825
  nChanged 851
		SP:Iteration 26Q (9571.040000 sec): 3 clusters
  Score: Raw -9868317.726490 + Penalty 12886.235168 = -9855431.491322
  nChanged 849
		SP:Iteration 27Q (9571.300000 sec): 3 clusters
  Score: Raw -9868811.687513 + Penalty 12886.235168 = -9855925.452345
  nChanged 751
		SP:Iteration 28Q (9571.550000 sec): 3 clusters
  Score: Raw -9869253.551305 + Penalty 12886.235168 = -9856367.316136
  nChanged 655
		SP:Iteration 29Q (9571.800000 sec): 3 clusters
  Score: Raw -9869633.554986 + Penalty 12886.235168 = -9856747.319818
  nChanged 520
		SP:Iteration 30Q (9572.040000 sec): 3 clusters
  Score: Raw -9869935.621339 + Penalty 12886.235168 = -9857049.386171
  nChanged 403
		SP:Iteration 31Q (9572.280000 sec): 3 clusters
  Score: Raw -9870170.353477 + Penalty 12886.235168 = -9857284.118309
  nChanged 320
		SP:Iteration 32Q (9572.520000 sec): 3 clusters
  Score: Raw -9870355.711278 + Penalty 12886.235168 = -9857469.476110
  nChanged 275
		SP:Iteration 33Q (9572.750000 sec): 3 clusters
  Score: Raw -9870514.676301 + Penalty 12886.235168 = -9857628.441133
  nChanged 223
		SP:Iteration 34Q (9572.980000 sec): 3 clusters
  Score: Raw -9870648.922741 + Penalty 12886.235168 = -9857762.687572
  nChanged 177
		SP:Iteration 35Q (9573.200000 sec): 3 clusters
  Score: Raw -9870755.411629 + Penalty 12886.235168 = -9857869.176461
  nChanged 157
		SP:Iteration 36Q (9573.430000 sec): 3 clusters
  Score: Raw -9870850.575642 + Penalty 12886.235168 = -9857964.340473
  nChanged 130
		SP:Iteration 37Q (9573.650000 sec): 3 clusters
  Score: Raw -9870927.244349 + Penalty 12886.235168 = -9858041.009181
  nChanged 112
		SP:Iteration 38Q (9573.870000 sec): 3 clusters
  Score: Raw -9871001.845642 + Penalty 12886.235168 = -9858115.610473
  nChanged 97
		SP:Iteration 39Q (9574.090000 sec): 3 clusters
  Score: Raw -9871062.542979 + Penalty 12886.235168 = -9858176.307811
  nChanged 79
		SP:Iteration 40F (9574.370000 sec): 3 clusters
  Score: Raw -9871108.269102 + Penalty 12886.235168 = -9858222.033934
  nChanged 69
		SP:Iteration 41Q (9574.590000 sec): 3 clusters
  Score: Raw -9871146.603447 + Penalty 12886.235168 = -9858260.368278
  nChanged 54
		SP:Iteration 42Q (9574.810000 sec): 3 clusters
  Score: Raw -9871180.023238 + Penalty 12886.235168 = -9858293.788070
  nChanged 40
		SP:Iteration 43Q (9575.020000 sec): 3 clusters
  Score: Raw -9871201.904335 + Penalty 12886.235168 = -9858315.669167
  nChanged 35
		SP:Iteration 44Q (9575.230000 sec): 3 clusters
  Score: Raw -9871221.235617 + Penalty 12886.235168 = -9858335.000449
  nChanged 31
		SP:Iteration 45Q (9575.450000 sec): 3 clusters
  Score: Raw -9871239.535024 + Penalty 12886.235168 = -9858353.299856
  nChanged 29
		SP:Iteration 46Q (9575.660000 sec): 3 clusters
  Score: Raw -9871255.665428 + Penalty 12886.235168 = -9858369.430260
  nChanged 25
		SP:Iteration 47Q (9575.870000 sec): 3 clusters
  Score: Raw -9871268.781851 + Penalty 12886.235168 = -9858382.546682
  nChanged 17
		SP:Iteration 48Q (9576.090000 sec): 3 clusters
  Score: Raw -9871278.748028 + Penalty 12886.235168 = -9858392.512860
  nChanged 17
		SP:Iteration 49Q (9576.300000 sec): 3 clusters
  Score: Raw -9871289.579159 + Penalty 12886.235168 = -9858403.343990
  nChanged 16
		SP:Iteration 50Q (9576.510000 sec): 3 clusters
  Score: Raw -9871299.443877 + Penalty 12886.235168 = -9858413.208708
  nChanged 15
		SP:Iteration 51Q (9576.720000 sec): 3 clusters
  Score: Raw -9871309.086635 + Penalty 12886.235168 = -9858422.851467
  nChanged 18
		SP:Iteration 52Q (9576.930000 sec): 3 clusters
  Score: Raw -9871321.505886 + Penalty 12886.235168 = -9858435.270718
  nChanged 18
		SP:Iteration 53Q (9577.140000 sec): 3 clusters
  Score: Raw -9871332.360275 + Penalty 12886.235168 = -9858446.125107
  nChanged 17
		SP:Iteration 54Q (9577.350000 sec): 3 clusters
  Score: Raw -9871341.527800 + Penalty 12886.235168 = -9858455.292632
  nChanged 14
		SP:Iteration 55Q (9577.560000 sec): 3 clusters
  Score: Raw -9871348.318876 + Penalty 12886.235168 = -9858462.083707
  nChanged 7
		SP:Iteration 56Q (9577.770000 sec): 3 clusters
  Score: Raw -9871351.973666 + Penalty 12886.235168 = -9858465.738497
  nChanged 6
		SP:Iteration 57Q (9577.990000 sec): 3 clusters
  Score: Raw -9871356.650322 + Penalty 12886.235168 = -9858470.415154
  nChanged 4
		SP:Iteration 58Q (9578.190000 sec): 3 clusters
  Score: Raw -9871358.287586 + Penalty 12886.235168 = -9858472.052418
  nChanged 3
		SP:Iteration 59Q (9578.410000 sec): 3 clusters
  Score: Raw -9871359.951514 + Penalty 12886.235168 = -9858473.716345
  nChanged 4
		SP:Iteration 60F (9578.690000 sec): 3 clusters
  Score: Raw -9871361.359719 + Penalty 12886.235168 = -9858475.124551
  nChanged 2
		SP:Iteration 61Q (9578.900000 sec): 3 clusters
  Score: Raw -9871362.159822 + Penalty 12886.235168 = -9858475.924654
  nChanged 3
		SP:Iteration 62Q (9579.110000 sec): 3 clusters
  Score: Raw -9871363.625628 + Penalty 12886.235168 = -9858477.390460
  nChanged 4
		SP:Iteration 63Q (9579.320000 sec): 3 clusters
  Score: Raw -9871365.552982 + Penalty 12886.235168 = -9858479.317814
  nChanged 7
		SP:Iteration 64Q (9579.530000 sec): 3 clusters
  Score: Raw -9871368.907662 + Penalty 12886.235168 = -9858482.672494
  nChanged 7
		SP:Iteration 65Q (9579.740000 sec): 3 clusters
  Score: Raw -9871372.577086 + Penalty 12886.235168 = -9858486.341918
  nChanged 2
		SP:Iteration 66Q (9579.950000 sec): 3 clusters
  Score: Raw -9871373.776660 + Penalty 12886.235168 = -9858487.541492
  nChanged 2
		SP:Iteration 67Q (9580.150000 sec): 3 clusters
  Score: Raw -9871374.736232 + Penalty 12886.235168 = -9858488.501064
  nChanged 2
		SP:Iteration 68Q (9580.370000 sec): 3 clusters
  Score: Raw -9871375.857851 + Penalty 12886.235168 = -9858489.622683
  nChanged 4
		SP:Iteration 69Q (9580.570000 sec): 3 clusters
  Score: Raw -9871377.231767 + Penalty 12886.235168 = -9858490.996599
  nChanged 5
		SP:Iteration 70Q (9580.790000 sec): 3 clusters
  Score: Raw -9871380.604281 + Penalty 12886.235168 = -9858494.369113
  nChanged 6
		SP:Iteration 71Q (9580.990000 sec): 3 clusters
  Score: Raw -9871383.735947 + Penalty 12886.235168 = -9858497.500778
  nChanged 5
		SP:Iteration 72Q (9581.200000 sec): 3 clusters
  Score: Raw -9871386.698606 + Penalty 12886.235168 = -9858500.463437
  nChanged 6
		SP:Iteration 73Q (9581.410000 sec): 3 clusters
  Score: Raw -9871389.624151 + Penalty 12886.235168 = -9858503.388983
  nChanged 4
		SP:Iteration 74Q (9581.620000 sec): 3 clusters
  Score: Raw -9871391.844629 + Penalty 12886.235168 = -9858505.609460
  nChanged 3
		SP:Iteration 75Q (9581.830000 sec): 3 clusters
  Score: Raw -9871393.232041 + Penalty 12886.235168 = -9858506.996873
  nChanged 1
		SP:Iteration 76Q (9582.040000 sec): 3 clusters
  Score: Raw -9871394.000293 + Penalty 12886.235168 = -9858507.765125
  nChanged 0
		SP:Iteration 77F (9582.330000 sec): 3 clusters
  Score: Raw -9871394.000293 + Penalty 12886.235168 = -9858507.765125
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 7 (16787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9582.450000 sec): 2 clusters
  Score: Raw -4309182.107247 + Penalty 5958.620534 = -4303223.486712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9582.580000 sec): 3 clusters
  Score: Raw -4300669.876065 + Penalty 11917.241069 = -4288752.634996
  nChanged 6640
		SP:Iteration 1F (9582.710000 sec): 3 clusters
  Score: Raw -4304419.425338 + Penalty 11917.241069 = -4292502.184269
  nChanged 1299
		SP:Iteration 2F (9582.830000 sec): 3 clusters
  Score: Raw -4305247.558294 + Penalty 11917.241069 = -4293330.317225
  nChanged 1020
		SP:Iteration 3F (9582.960000 sec): 3 clusters
  Score: Raw -4305992.198877 + Penalty 11917.241069 = -4294074.957808
  nChanged 1018
		SP:Iteration 4F (9583.090000 sec): 3 clusters
  Score: Raw -4306899.184581 + Penalty 11917.241069 = -4294981.943512
  nChanged 1032
		SP:Iteration 5F (9583.220000 sec): 3 clusters
  Score: Raw -4307845.274941 + Penalty 11917.241069 = -4295928.033872
  nChanged 962
		SP:Iteration 6F (9583.350000 sec): 3 clusters
  Score: Raw -4308629.168647 + Penalty 11917.241069 = -4296711.927578
  nChanged 787
		SP:Iteration 7Q (9583.470000 sec): 3 clusters
  Score: Raw -4309211.696009 + Penalty 11917.241069 = -4297294.454940
  nChanged 697
		SP:Iteration 8Q (9583.600000 sec): 3 clusters
  Score: Raw -4309715.252598 + Penalty 11917.241069 = -4297798.011529
  nChanged 614
		SP:Iteration 9Q (9583.720000 sec): 3 clusters
  Score: Raw -4310106.889597 + Penalty 11917.241069 = -4298189.648528
  nChanged 512
		SP:Iteration 10Q (9583.850000 sec): 3 clusters
  Score: Raw -4310380.697894 + Penalty 11917.241069 = -4298463.456825
  nChanged 378
		SP:Iteration 11Q (9583.970000 sec): 3 clusters
  Score: Raw -4310542.247276 + Penalty 11917.241069 = -4298625.006207
  nChanged 284
		SP:Iteration 12Q (9584.090000 sec): 3 clusters
  Score: Raw -4310647.691194 + Penalty 11917.241069 = -4298730.450125
  nChanged 173
		SP:Iteration 13Q (9584.210000 sec): 3 clusters
  Score: Raw -4310707.791683 + Penalty 11917.241069 = -4298790.550614
  nChanged 165
		SP:Iteration 14Q (9584.340000 sec): 3 clusters
  Score: Raw -4310762.089985 + Penalty 11917.241069 = -4298844.848916
  nChanged 130
		SP:Iteration 15Q (9584.460000 sec): 3 clusters
  Score: Raw -4310803.203139 + Penalty 11917.241069 = -4298885.962070
  nChanged 113
		SP:Iteration 16Q (9584.590000 sec): 3 clusters
  Score: Raw -4310833.861983 + Penalty 11917.241069 = -4298916.620914
  nChanged 83
		SP:Iteration 17Q (9584.710000 sec): 3 clusters
  Score: Raw -4310855.230138 + Penalty 11917.241069 = -4298937.989069
  nChanged 62
		SP:Iteration 18Q (9584.830000 sec): 3 clusters
  Score: Raw -4310871.732665 + Penalty 11917.241069 = -4298954.491596
  nChanged 51
		SP:Iteration 19Q (9584.950000 sec): 3 clusters
  Score: Raw -4310883.688404 + Penalty 11917.241069 = -4298966.447335
  nChanged 45
		SP:Iteration 20F (9585.080000 sec): 3 clusters
  Score: Raw -4310892.835332 + Penalty 11917.241069 = -4298975.594263
  nChanged 34
		SP:Iteration 21Q (9585.200000 sec): 3 clusters
  Score: Raw -4310900.499362 + Penalty 11917.241069 = -4298983.258293
  nChanged 23
		SP:Iteration 22Q (9585.330000 sec): 3 clusters
  Score: Raw -4310904.736111 + Penalty 11917.241069 = -4298987.495042
  nChanged 21
		SP:Iteration 23Q (9585.450000 sec): 3 clusters
  Score: Raw -4310908.039279 + Penalty 11917.241069 = -4298990.798210
  nChanged 13
		SP:Iteration 24Q (9585.570000 sec): 3 clusters
  Score: Raw -4310910.963570 + Penalty 11917.241069 = -4298993.722501
  nChanged 24
		SP:Iteration 25Q (9585.690000 sec): 3 clusters
  Score: Raw -4310915.587273 + Penalty 11917.241069 = -4298998.346204
  nChanged 20
		SP:Iteration 26Q (9585.820000 sec): 3 clusters
  Score: Raw -4310919.592119 + Penalty 11917.241069 = -4299002.351050
  nChanged 14
		SP:Iteration 27Q (9585.940000 sec): 3 clusters
  Score: Raw -4310922.290954 + Penalty 11917.241069 = -4299005.049885
  nChanged 10
		SP:Iteration 28Q (9586.060000 sec): 3 clusters
  Score: Raw -4310924.214596 + Penalty 11917.241069 = -4299006.973527
  nChanged 9
		SP:Iteration 29Q (9586.190000 sec): 3 clusters
  Score: Raw -4310925.870531 + Penalty 11917.241069 = -4299008.629462
  nChanged 5
		SP:Iteration 30Q (9586.310000 sec): 3 clusters
  Score: Raw -4310926.575332 + Penalty 11917.241069 = -4299009.334263
  nChanged 1
		SP:Iteration 31Q (9586.430000 sec): 3 clusters
  Score: Raw -4310926.860243 + Penalty 11917.241069 = -4299009.619174
  nChanged 6
		SP:Iteration 32Q (9586.550000 sec): 3 clusters
  Score: Raw -4310928.013331 + Penalty 11917.241069 = -4299010.772262
  nChanged 5
		SP:Iteration 33Q (9586.670000 sec): 3 clusters
  Score: Raw -4310928.989041 + Penalty 11917.241069 = -4299011.747972
  nChanged 8
		SP:Iteration 34Q (9586.800000 sec): 3 clusters
  Score: Raw -4310930.725610 + Penalty 11917.241069 = -4299013.484541
  nChanged 11
		SP:Iteration 35Q (9586.920000 sec): 3 clusters
  Score: Raw -4310932.637387 + Penalty 11917.241069 = -4299015.396318
  nChanged 7
		SP:Iteration 36Q (9587.050000 sec): 3 clusters
  Score: Raw -4310933.685948 + Penalty 11917.241069 = -4299016.444879
  nChanged 5
		SP:Iteration 37Q (9587.170000 sec): 3 clusters
  Score: Raw -4310934.783334 + Penalty 11917.241069 = -4299017.542265
  nChanged 5
		SP:Iteration 38Q (9587.290000 sec): 3 clusters
  Score: Raw -4310935.461544 + Penalty 11917.241069 = -4299018.220475
  nChanged 1
		SP:Iteration 39Q (9587.410000 sec): 3 clusters
  Score: Raw -4310935.576109 + Penalty 11917.241069 = -4299018.335040
  nChanged 0
		SP:Iteration 40F (9587.540000 sec): 3 clusters
  Score: Raw -4310935.576109 + Penalty 11917.241069 = -4299018.335040
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 8 (1621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9587.570000 sec): 2 clusters
  Score: Raw -416640.961342 + Penalty 4526.864095 = -412114.097248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9587.580000 sec): 3 clusters
  Score: Raw -416764.148256 + Penalty 9053.728189 = -407710.420067
  nChanged 380
		SP:Iteration 1F (9587.590000 sec): 3 clusters
  Score: Raw -417528.028217 + Penalty 9053.728189 = -408474.300028
  nChanged 131
		SP:Iteration 2F (9587.600000 sec): 3 clusters
  Score: Raw -417852.522047 + Penalty 9053.728189 = -408798.793858
  nChanged 85
		SP:Iteration 3F (9587.610000 sec): 3 clusters
  Score: Raw -418060.305752 + Penalty 9053.728189 = -409006.577563
  nChanged 77
		SP:Iteration 4Q (9587.630000 sec): 3 clusters
  Score: Raw -418291.723902 + Penalty 9053.728189 = -409237.995713
  nChanged 62
		SP:Iteration 5Q (9587.640000 sec): 3 clusters
  Score: Raw -418497.815934 + Penalty 9053.728189 = -409444.087745
  nChanged 44
		SP:Iteration 6Q (9587.650000 sec): 3 clusters
  Score: Raw -418610.752005 + Penalty 9053.728189 = -409557.023816
  nChanged 20
		SP:Iteration 7Q (9587.660000 sec): 3 clusters
  Score: Raw -418657.783898 + Penalty 9053.728189 = -409604.055709
  nChanged 16
		SP:Iteration 8Q (9587.670000 sec): 3 clusters
  Score: Raw -418692.629097 + Penalty 9053.728189 = -409638.900908
  nChanged 9
		SP:Iteration 9Q (9587.680000 sec): 3 clusters
  Score: Raw -418711.851692 + Penalty 9053.728189 = -409658.123503
  nChanged 5
		SP:Iteration 10Q (9587.690000 sec): 3 clusters
  Score: Raw -418720.977442 + Penalty 9053.728189 = -409667.249253
  nChanged 3
		SP:Iteration 11Q (9587.700000 sec): 3 clusters
  Score: Raw -418728.320383 + Penalty 9053.728189 = -409674.592194
  nChanged 3
		SP:Iteration 12Q (9587.710000 sec): 3 clusters
  Score: Raw -418735.553640 + Penalty 9053.728189 = -409681.825451
  nChanged 3
		SP:Iteration 13Q (9587.720000 sec): 3 clusters
  Score: Raw -418744.142420 + Penalty 9053.728189 = -409690.414231
  nChanged 2
		SP:Iteration 14Q (9587.730000 sec): 3 clusters
  Score: Raw -418748.136522 + Penalty 9053.728189 = -409694.408333
  nChanged 0
		SP:Iteration 15F (9587.740000 sec): 3 clusters
  Score: Raw -418748.136522 + Penalty 9053.728189 = -409694.408333
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 9 (3618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9587.770000 sec): 2 clusters
  Score: Raw -887717.771299 + Penalty 5018.626958 = -882699.144341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9587.800000 sec): 3 clusters
  Score: Raw -886716.147988 + Penalty 10037.253916 = -876678.894073
  nChanged 1123
		SP:Iteration 1F (9587.830000 sec): 3 clusters
  Score: Raw -887938.684977 + Penalty 10037.253916 = -877901.431062
  nChanged 320
		SP:Iteration 2F (9587.860000 sec): 3 clusters
  Score: Raw -888552.295153 + Penalty 10037.253916 = -878515.041237
  nChanged 256
		SP:Iteration 3F (9587.890000 sec): 3 clusters
  Score: Raw -888976.485256 + Penalty 10037.253916 = -878939.231340
  nChanged 199
		SP:Iteration 4F (9587.910000 sec): 3 clusters
  Score: Raw -889300.777624 + Penalty 10037.253916 = -879263.523708
  nChanged 142
		SP:Iteration 5Q (9587.940000 sec): 3 clusters
  Score: Raw -889528.748324 + Penalty 10037.253916 = -879491.494409
  nChanged 118
		SP:Iteration 6Q (9587.970000 sec): 3 clusters
  Score: Raw -889702.561671 + Penalty 10037.253916 = -879665.307755
  nChanged 80
		SP:Iteration 7Q (9587.990000 sec): 3 clusters
  Score: Raw -889803.108491 + Penalty 10037.253916 = -879765.854576
  nChanged 62
		SP:Iteration 8Q (9588.010000 sec): 3 clusters
  Score: Raw -889885.538059 + Penalty 10037.253916 = -879848.284143
  nChanged 42
		SP:Iteration 9Q (9588.040000 sec): 3 clusters
  Score: Raw -889949.483138 + Penalty 10037.253916 = -879912.229222
  nChanged 35
		SP:Iteration 10Q (9588.060000 sec): 3 clusters
  Score: Raw -889994.139097 + Penalty 10037.253916 = -879956.885181
  nChanged 21
		SP:Iteration 11Q (9588.090000 sec): 3 clusters
  Score: Raw -890023.088800 + Penalty 10037.253916 = -879985.834884
  nChanged 16
		SP:Iteration 12Q (9588.110000 sec): 3 clusters
  Score: Raw -890045.458077 + Penalty 10037.253916 = -880008.204161
  nChanged 14
		SP:Iteration 13Q (9588.130000 sec): 3 clusters
  Score: Raw -890067.320773 + Penalty 10037.253916 = -880030.066857
  nChanged 10
		SP:Iteration 14Q (9588.160000 sec): 3 clusters
  Score: Raw -890080.524674 + Penalty 10037.253916 = -880043.270758
  nChanged 14
		SP:Iteration 15Q (9588.180000 sec): 3 clusters
  Score: Raw -890095.593197 + Penalty 10037.253916 = -880058.339281
  nChanged 9
		SP:Iteration 16Q (9588.200000 sec): 3 clusters
  Score: Raw -890107.902699 + Penalty 10037.253916 = -880070.648783
  nChanged 14
		SP:Iteration 17Q (9588.230000 sec): 3 clusters
  Score: Raw -890126.778272 + Penalty 10037.253916 = -880089.524356
  nChanged 17
		SP:Iteration 18Q (9588.250000 sec): 3 clusters
  Score: Raw -890151.914391 + Penalty 10037.253916 = -880114.660475
  nChanged 14
		SP:Iteration 19Q (9588.270000 sec): 3 clusters
  Score: Raw -890169.479862 + Penalty 10037.253916 = -880132.225946
  nChanged 10
		SP:Iteration 20F (9588.300000 sec): 3 clusters
  Score: Raw -890179.137537 + Penalty 10037.253916 = -880141.883621
  nChanged 5
		SP:Iteration 21Q (9588.330000 sec): 3 clusters
  Score: Raw -890182.692065 + Penalty 10037.253916 = -880145.438149
  nChanged 5
		SP:Iteration 22Q (9588.350000 sec): 3 clusters
  Score: Raw -890192.395937 + Penalty 10037.253916 = -880155.142021
  nChanged 8
		SP:Iteration 23Q (9588.370000 sec): 3 clusters
  Score: Raw -890203.519941 + Penalty 10037.253916 = -880166.266025
  nChanged 6
		SP:Iteration 24Q (9588.390000 sec): 3 clusters
  Score: Raw -890214.015320 + Penalty 10037.253916 = -880176.761404
  nChanged 6
		SP:Iteration 25Q (9588.420000 sec): 3 clusters
  Score: Raw -890226.549091 + Penalty 10037.253916 = -880189.295176
  nChanged 5
		SP:Iteration 26Q (9588.440000 sec): 3 clusters
  Score: Raw -890234.783550 + Penalty 10037.253916 = -880197.529635
  nChanged 5
		SP:Iteration 27Q (9588.460000 sec): 3 clusters
  Score: Raw -890238.650168 + Penalty 10037.253916 = -880201.396252
  nChanged 3
		SP:Iteration 28Q (9588.490000 sec): 3 clusters
  Score: Raw -890242.326530 + Penalty 10037.253916 = -880205.072614
  nChanged 7
		SP:Iteration 29Q (9588.510000 sec): 3 clusters
  Score: Raw -890253.514710 + Penalty 10037.253916 = -880216.260794
  nChanged 8
		SP:Iteration 30Q (9588.530000 sec): 3 clusters
  Score: Raw -890265.621446 + Penalty 10037.253916 = -880228.367530
  nChanged 7
		SP:Iteration 31Q (9588.550000 sec): 3 clusters
  Score: Raw -890273.715175 + Penalty 10037.253916 = -880236.461259
  nChanged 5
		SP:Iteration 32Q (9588.580000 sec): 3 clusters
  Score: Raw -890280.268372 + Penalty 10037.253916 = -880243.014456
  nChanged 4
		SP:Iteration 33Q (9588.600000 sec): 3 clusters
  Score: Raw -890282.853744 + Penalty 10037.253916 = -880245.599828
  nChanged 1
		SP:Iteration 34Q (9588.630000 sec): 3 clusters
  Score: Raw -890287.646383 + Penalty 10037.253916 = -880250.392467
  nChanged 2
		SP:Iteration 35Q (9588.650000 sec): 3 clusters
  Score: Raw -890288.805975 + Penalty 10037.253916 = -880251.552059
  nChanged 0
		SP:Iteration 36F (9588.670000 sec): 3 clusters
  Score: Raw -890288.805975 + Penalty 10037.253916 = -880251.552059
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 10 (71424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9589.150000 sec): 2 clusters
  Score: Raw -19117688.366841 + Penalty 6845.538401 = -19110842.828440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9589.700000 sec): 3 clusters
  Score: Raw -19075281.649772 + Penalty 13691.076802 = -19061590.572970
  nChanged 31880
		SP:Iteration 1F (9590.250000 sec): 3 clusters
  Score: Raw -19092532.283927 + Penalty 13691.076802 = -19078841.207124
  nChanged 3374
		SP:Iteration 2Q (9590.800000 sec): 3 clusters
  Score: Raw -19093675.788591 + Penalty 13691.076802 = -19079984.711789
  nChanged 3070
		SP:Iteration 3Q (9591.350000 sec): 3 clusters
  Score: Raw -19094754.250133 + Penalty 13691.076802 = -19081063.173331
  nChanged 2969
		SP:Iteration 4Q (9591.900000 sec): 3 clusters
  Score: Raw -19095814.972393 + Penalty 13691.076802 = -19082123.895591
  nChanged 2889
		SP:Iteration 5Q (9592.440000 sec): 3 clusters
  Score: Raw -19096915.501824 + Penalty 13691.076802 = -19083224.425022
  nChanged 2937
		SP:Iteration 6Q (9592.990000 sec): 3 clusters
  Score: Raw -19098131.641398 + Penalty 13691.076802 = -19084440.564595
  nChanged 3137
		SP:Iteration 7Q (9593.540000 sec): 3 clusters
  Score: Raw -19099505.144429 + Penalty 13691.076802 = -19085814.067627
  nChanged 3324
		SP:Iteration 8Q (9594.090000 sec): 3 clusters
  Score: Raw -19101086.724534 + Penalty 13691.076802 = -19087395.647732
  nChanged 3455
		SP:Iteration 9Q (9594.630000 sec): 3 clusters
  Score: Raw -19102735.250174 + Penalty 13691.076802 = -19089044.173372
  nChanged 3426
		SP:Iteration 10Q (9595.180000 sec): 3 clusters
  Score: Raw -19104302.647002 + Penalty 13691.076802 = -19090611.570200
  nChanged 3164
		SP:Iteration 11Q (9595.730000 sec): 3 clusters
  Score: Raw -19105689.246757 + Penalty 13691.076802 = -19091998.169955
  nChanged 2832
		SP:Iteration 12Q (9596.270000 sec): 3 clusters
  Score: Raw -19106809.736766 + Penalty 13691.076802 = -19093118.659964
  nChanged 2422
		SP:Iteration 13Q (9596.810000 sec): 3 clusters
  Score: Raw -19107699.447558 + Penalty 13691.076802 = -19094008.370756
  nChanged 2107
		SP:Iteration 14Q (9597.360000 sec): 3 clusters
  Score: Raw -19108423.950923 + Penalty 13691.076802 = -19094732.874120
  nChanged 1880
		SP:Iteration 15Q (9597.900000 sec): 3 clusters
  Score: Raw -19109107.728579 + Penalty 13691.076802 = -19095416.651776
  nChanged 1773
		SP:Iteration 16Q (9598.450000 sec): 3 clusters
  Score: Raw -19109804.258402 + Penalty 13691.076802 = -19096113.181600
  nChanged 1845
		SP:Iteration 17Q (9598.990000 sec): 3 clusters
  Score: Raw -19110572.962628 + Penalty 13691.076802 = -19096881.885826
  nChanged 1855
		SP:Iteration 18Q (9599.530000 sec): 3 clusters
  Score: Raw -19111418.395360 + Penalty 13691.076802 = -19097727.318558
  nChanged 1819
		SP:Iteration 19Q (9600.070000 sec): 3 clusters
  Score: Raw -19112293.618966 + Penalty 13691.076802 = -19098602.542164
  nChanged 1786
		SP:Iteration 20F (9600.610000 sec): 3 clusters
  Score: Raw -19113258.592708 + Penalty 13691.076802 = -19099567.515906
  nChanged 1746
		SP:Iteration 21Q (9601.140000 sec): 3 clusters
  Score: Raw -19114252.012856 + Penalty 13691.076802 = -19100560.936053
  nChanged 1594
		SP:Iteration 22Q (9601.660000 sec): 3 clusters
  Score: Raw -19115194.088881 + Penalty 13691.076802 = -19101503.012079
  nChanged 1367
		SP:Iteration 23Q (9602.170000 sec): 3 clusters
  Score: Raw -19116003.718946 + Penalty 13691.076802 = -19102312.642144
  nChanged 1133
		SP:Iteration 24Q (9602.660000 sec): 3 clusters
  Score: Raw -19116632.969169 + Penalty 13691.076802 = -19102941.892367
  nChanged 1003
		SP:Iteration 25Q (9603.130000 sec): 3 clusters
  Score: Raw -19117190.058905 + Penalty 13691.076802 = -19103498.982103
  nChanged 826
		SP:Iteration 26Q (9603.600000 sec): 3 clusters
  Score: Raw -19117634.055116 + Penalty 13691.076802 = -19103942.978314
  nChanged 675
		SP:Iteration 27Q (9604.050000 sec): 3 clusters
  Score: Raw -19117969.474620 + Penalty 13691.076802 = -19104278.397818
  nChanged 532
		SP:Iteration 28Q (9604.490000 sec): 3 clusters
  Score: Raw -19118221.824427 + Penalty 13691.076802 = -19104530.747625
  nChanged 457
		SP:Iteration 29Q (9604.920000 sec): 3 clusters
  Score: Raw -19118433.265947 + Penalty 13691.076802 = -19104742.189145
  nChanged 402
		SP:Iteration 30Q (9605.350000 sec): 3 clusters
  Score: Raw -19118605.549699 + Penalty 13691.076802 = -19104914.472897
  nChanged 331
		SP:Iteration 31Q (9605.780000 sec): 3 clusters
  Score: Raw -19118746.099100 + Penalty 13691.076802 = -19105055.022297
  nChanged 277
		SP:Iteration 32Q (9606.190000 sec): 3 clusters
  Score: Raw -19118866.313625 + Penalty 13691.076802 = -19105175.236823
  nChanged 230
		SP:Iteration 33Q (9606.610000 sec): 3 clusters
  Score: Raw -19118966.932696 + Penalty 13691.076802 = -19105275.855894
  nChanged 244
		SP:Iteration 34Q (9607.020000 sec): 3 clusters
  Score: Raw -19119071.098301 + Penalty 13691.076802 = -19105380.021499
  nChanged 217
		SP:Iteration 35Q (9607.430000 sec): 3 clusters
  Score: Raw -19119159.045443 + Penalty 13691.076802 = -19105467.968641
  nChanged 184
		SP:Iteration 36Q (9607.840000 sec): 3 clusters
  Score: Raw -19119240.376983 + Penalty 13691.076802 = -19105549.300180
  nChanged 168
		SP:Iteration 37Q (9608.240000 sec): 3 clusters
  Score: Raw -19119307.515893 + Penalty 13691.076802 = -19105616.439091
  nChanged 130
		SP:Iteration 38Q (9608.640000 sec): 3 clusters
  Score: Raw -19119362.697743 + Penalty 13691.076802 = -19105671.620941
  nChanged 111
		SP:Iteration 39Q (9609.040000 sec): 3 clusters
  Score: Raw -19119407.463755 + Penalty 13691.076802 = -19105716.386953
  nChanged 112
		SP:Iteration 40F (9609.580000 sec): 3 clusters
  Score: Raw -19119454.731065 + Penalty 13691.076802 = -19105763.654262
  nChanged 96
		SP:Iteration 41Q (9609.980000 sec): 3 clusters
  Score: Raw -19119492.538685 + Penalty 13691.076802 = -19105801.461883
  nChanged 74
		SP:Iteration 42Q (9610.370000 sec): 3 clusters
  Score: Raw -19119521.830586 + Penalty 13691.076802 = -19105830.753784
  nChanged 81
		SP:Iteration 43Q (9610.760000 sec): 3 clusters
  Score: Raw -19119554.061074 + Penalty 13691.076802 = -19105862.984272
  nChanged 61
		SP:Iteration 44Q (9611.160000 sec): 3 clusters
  Score: Raw -19119575.538919 + Penalty 13691.076802 = -19105884.462117
  nChanged 54
		SP:Iteration 45Q (9611.550000 sec): 3 clusters
  Score: Raw -19119594.621084 + Penalty 13691.076802 = -19105903.544282
  nChanged 38
		SP:Iteration 46Q (9611.940000 sec): 3 clusters
  Score: Raw -19119609.817369 + Penalty 13691.076802 = -19105918.740567
  nChanged 30
		SP:Iteration 47Q (9612.340000 sec): 3 clusters
  Score: Raw -19119618.794031 + Penalty 13691.076802 = -19105927.717229
  nChanged 29
		SP:Iteration 48Q (9612.720000 sec): 3 clusters
  Score: Raw -19119628.066991 + Penalty 13691.076802 = -19105936.990189
  nChanged 22
		SP:Iteration 49Q (9613.120000 sec): 3 clusters
  Score: Raw -19119638.847317 + Penalty 13691.076802 = -19105947.770515
  nChanged 28
		SP:Iteration 50Q (9613.510000 sec): 3 clusters
  Score: Raw -19119648.886684 + Penalty 13691.076802 = -19105957.809882
  nChanged 26
		SP:Iteration 51Q (9613.900000 sec): 3 clusters
  Score: Raw -19119659.554031 + Penalty 13691.076802 = -19105968.477229
  nChanged 26
		SP:Iteration 52Q (9614.280000 sec): 3 clusters
  Score: Raw -19119667.712909 + Penalty 13691.076802 = -19105976.636106
  nChanged 18
		SP:Iteration 53Q (9614.670000 sec): 3 clusters
  Score: Raw -19119673.637529 + Penalty 13691.076802 = -19105982.560726
  nChanged 16
		SP:Iteration 54Q (9615.060000 sec): 3 clusters
  Score: Raw -19119678.459365 + Penalty 13691.076802 = -19105987.382563
  nChanged 13
		SP:Iteration 55Q (9615.450000 sec): 3 clusters
  Score: Raw -19119682.328139 + Penalty 13691.076802 = -19105991.251337
  nChanged 10
		SP:Iteration 56Q (9615.840000 sec): 3 clusters
  Score: Raw -19119685.760597 + Penalty 13691.076802 = -19105994.683794
  nChanged 8
		SP:Iteration 57Q (9616.220000 sec): 3 clusters
  Score: Raw -19119688.183181 + Penalty 13691.076802 = -19105997.106379
  nChanged 7
		SP:Iteration 58Q (9616.600000 sec): 3 clusters
  Score: Raw -19119690.194251 + Penalty 13691.076802 = -19105999.117449
  nChanged 4
		SP:Iteration 59Q (9616.990000 sec): 3 clusters
  Score: Raw -19119691.308258 + Penalty 13691.076802 = -19106000.231456
  nChanged 2
		SP:Iteration 60F (9617.530000 sec): 3 clusters
  Score: Raw -19119692.233967 + Penalty 13691.076802 = -19106001.157164
  nChanged 8
		SP:Iteration 61Q (9617.920000 sec): 3 clusters
  Score: Raw -19119694.899459 + Penalty 13691.076802 = -19106003.822657
  nChanged 6
		SP:Iteration 62Q (9618.310000 sec): 3 clusters
  Score: Raw -19119696.713254 + Penalty 13691.076802 = -19106005.636452
  nChanged 4
		SP:Iteration 63Q (9618.700000 sec): 3 clusters
  Score: Raw -19119698.028630 + Penalty 13691.076802 = -19106006.951828
  nChanged 7
		SP:Iteration 64Q (9619.080000 sec): 3 clusters
  Score: Raw -19119700.296763 + Penalty 13691.076802 = -19106009.219960
  nChanged 6
		SP:Iteration 65Q (9619.470000 sec): 3 clusters
  Score: Raw -19119702.039504 + Penalty 13691.076802 = -19106010.962702
  nChanged 5
		SP:Iteration 66Q (9619.860000 sec): 3 clusters
  Score: Raw -19119703.630824 + Penalty 13691.076802 = -19106012.554022
  nChanged 3
		SP:Iteration 67Q (9620.240000 sec): 3 clusters
  Score: Raw -19119704.552910 + Penalty 13691.076802 = -19106013.476108
  nChanged 5
		SP:Iteration 68Q (9620.630000 sec): 3 clusters
  Score: Raw -19119705.841584 + Penalty 13691.076802 = -19106014.764782
  nChanged 2
		SP:Iteration 69Q (9621.020000 sec): 3 clusters
  Score: Raw -19119706.398218 + Penalty 13691.076802 = -19106015.321416
  nChanged 0
		SP:Iteration 70F (9621.560000 sec): 3 clusters
  Score: Raw -19119706.398218 + Penalty 13691.076802 = -19106015.321416
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 11 (57887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9621.930000 sec): 2 clusters
  Score: Raw -15438205.307832 + Penalty 6716.826969 = -15431488.480863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9622.380000 sec): 3 clusters
  Score: Raw -15404057.160510 + Penalty 13433.653939 = -15390623.506571
  nChanged 25809
		SP:Iteration 1F (9622.820000 sec): 3 clusters
  Score: Raw -15417829.558134 + Penalty 13433.653939 = -15404395.904195
  nChanged 2761
		SP:Iteration 2Q (9623.270000 sec): 3 clusters
  Score: Raw -15418749.463250 + Penalty 13433.653939 = -15405315.809311
  nChanged 2468
		SP:Iteration 3Q (9623.720000 sec): 3 clusters
  Score: Raw -15419516.400477 + Penalty 13433.653939 = -15406082.746538
  nChanged 2070
		SP:Iteration 4Q (9624.160000 sec): 3 clusters
  Score: Raw -15420160.820632 + Penalty 13433.653939 = -15406727.166693
  nChanged 1907
		SP:Iteration 5Q (9624.610000 sec): 3 clusters
  Score: Raw -15420782.535583 + Penalty 13433.653939 = -15407348.881644
  nChanged 1848
		SP:Iteration 6Q (9625.060000 sec): 3 clusters
  Score: Raw -15421510.273432 + Penalty 13433.653939 = -15408076.619493
  nChanged 1986
		SP:Iteration 7Q (9625.500000 sec): 3 clusters
  Score: Raw -15422447.968115 + Penalty 13433.653939 = -15409014.314177
  nChanged 2321
		SP:Iteration 8Q (9625.950000 sec): 3 clusters
  Score: Raw -15423780.257925 + Penalty 13433.653939 = -15410346.603986
  nChanged 2702
		SP:Iteration 9Q (9626.390000 sec): 3 clusters
  Score: Raw -15425629.504009 + Penalty 13433.653939 = -15412195.850070
  nChanged 3018
		SP:Iteration 10F (9626.840000 sec): 3 clusters
  Score: Raw -15428005.672302 + Penalty 13433.653939 = -15414572.018363
  nChanged 3193
		SP:Iteration 11F (9627.280000 sec): 3 clusters
  Score: Raw -15430707.015566 + Penalty 13433.653939 = -15417273.361627
  nChanged 2917
		SP:Iteration 12F (9627.720000 sec): 3 clusters
  Score: Raw -15433230.599755 + Penalty 13433.653939 = -15419796.945816
  nChanged 2595
		SP:Iteration 13Q (9628.130000 sec): 3 clusters
  Score: Raw -15435297.068346 + Penalty 13433.653939 = -15421863.414407
  nChanged 1985
		SP:Iteration 14Q (9628.520000 sec): 3 clusters
  Score: Raw -15436729.983009 + Penalty 13433.653939 = -15423296.329070
  nChanged 1503
		SP:Iteration 15Q (9628.910000 sec): 3 clusters
  Score: Raw -15437715.599923 + Penalty 13433.653939 = -15424281.945985
  nChanged 1063
		SP:Iteration 16Q (9629.280000 sec): 3 clusters
  Score: Raw -15438312.155963 + Penalty 13433.653939 = -15424878.502025
  nChanged 761
		SP:Iteration 17Q (9629.640000 sec): 3 clusters
  Score: Raw -15438688.624767 + Penalty 13433.653939 = -15425254.970828
  nChanged 533
		SP:Iteration 18Q (9630.000000 sec): 3 clusters
  Score: Raw -15438924.196377 + Penalty 13433.653939 = -15425490.542439
  nChanged 386
		SP:Iteration 19Q (9630.350000 sec): 3 clusters
  Score: Raw -15439087.872623 + Penalty 13433.653939 = -15425654.218684
  nChanged 310
		SP:Iteration 20F (9630.780000 sec): 3 clusters
  Score: Raw -15439219.171936 + Penalty 13433.653939 = -15425785.517998
  nChanged 251
		SP:Iteration 21Q (9631.130000 sec): 3 clusters
  Score: Raw -15439316.018579 + Penalty 13433.653939 = -15425882.364640
  nChanged 203
		SP:Iteration 22Q (9631.470000 sec): 3 clusters
  Score: Raw -15439393.959687 + Penalty 13433.653939 = -15425960.305748
  nChanged 151
		SP:Iteration 23Q (9631.810000 sec): 3 clusters
  Score: Raw -15439451.487020 + Penalty 13433.653939 = -15426017.833081
  nChanged 128
		SP:Iteration 24Q (9632.140000 sec): 3 clusters
  Score: Raw -15439497.796787 + Penalty 13433.653939 = -15426064.142849
  nChanged 100
		SP:Iteration 25Q (9632.460000 sec): 3 clusters
  Score: Raw -15439538.401419 + Penalty 13433.653939 = -15426104.747480
  nChanged 99
		SP:Iteration 26Q (9632.800000 sec): 3 clusters
  Score: Raw -15439576.972436 + Penalty 13433.653939 = -15426143.318497
  nChanged 77
		SP:Iteration 27Q (9633.140000 sec): 3 clusters
  Score: Raw -15439605.472669 + Penalty 13433.653939 = -15426171.818730
  nChanged 81
		SP:Iteration 28Q (9633.470000 sec): 3 clusters
  Score: Raw -15439633.579791 + Penalty 13433.653939 = -15426199.925853
  nChanged 49
		SP:Iteration 29Q (9633.800000 sec): 3 clusters
  Score: Raw -15439651.213285 + Penalty 13433.653939 = -15426217.559346
  nChanged 43
		SP:Iteration 30Q (9634.140000 sec): 3 clusters
  Score: Raw -15439667.423907 + Penalty 13433.653939 = -15426233.769968
  nChanged 39
		SP:Iteration 31Q (9634.470000 sec): 3 clusters
  Score: Raw -15439680.249906 + Penalty 13433.653939 = -15426246.595968
  nChanged 28
		SP:Iteration 32Q (9634.800000 sec): 3 clusters
  Score: Raw -15439688.603555 + Penalty 13433.653939 = -15426254.949616
  nChanged 20
		SP:Iteration 33Q (9635.130000 sec): 3 clusters
  Score: Raw -15439695.157616 + Penalty 13433.653939 = -15426261.503677
  nChanged 25
		SP:Iteration 34Q (9635.460000 sec): 3 clusters
  Score: Raw -15439702.672596 + Penalty 13433.653939 = -15426269.018657
  nChanged 14
		SP:Iteration 35Q (9635.790000 sec): 3 clusters
  Score: Raw -15439707.582874 + Penalty 13433.653939 = -15426273.928936
  nChanged 14
		SP:Iteration 36Q (9636.120000 sec): 3 clusters
  Score: Raw -15439711.820871 + Penalty 13433.653939 = -15426278.166932
  nChanged 14
		SP:Iteration 37Q (9636.460000 sec): 3 clusters
  Score: Raw -15439716.722545 + Penalty 13433.653939 = -15426283.068606
  nChanged 24
		SP:Iteration 38Q (9636.790000 sec): 3 clusters
  Score: Raw -15439724.012471 + Penalty 13433.653939 = -15426290.358533
  nChanged 18
		SP:Iteration 39Q (9637.120000 sec): 3 clusters
  Score: Raw -15439728.319647 + Penalty 13433.653939 = -15426294.665708
  nChanged 7
		SP:Iteration 40F (9637.550000 sec): 3 clusters
  Score: Raw -15439730.249152 + Penalty 13433.653939 = -15426296.595213
  nChanged 6
		SP:Iteration 41Q (9637.890000 sec): 3 clusters
  Score: Raw -15439731.815068 + Penalty 13433.653939 = -15426298.161129
  nChanged 3
		SP:Iteration 42Q (9638.220000 sec): 3 clusters
  Score: Raw -15439733.060711 + Penalty 13433.653939 = -15426299.406773
  nChanged 4
		SP:Iteration 43Q (9638.550000 sec): 3 clusters
  Score: Raw -15439733.883701 + Penalty 13433.653939 = -15426300.229762
  nChanged 4
		SP:Iteration 44Q (9638.880000 sec): 3 clusters
  Score: Raw -15439734.933154 + Penalty 13433.653939 = -15426301.279215
  nChanged 5
		SP:Iteration 45Q (9639.210000 sec): 3 clusters
  Score: Raw -15439736.439311 + Penalty 13433.653939 = -15426302.785372
  nChanged 6
		SP:Iteration 46Q (9639.540000 sec): 3 clusters
  Score: Raw -15439738.235204 + Penalty 13433.653939 = -15426304.581265
  nChanged 5
		SP:Iteration 47Q (9639.870000 sec): 3 clusters
  Score: Raw -15439739.477525 + Penalty 13433.653939 = -15426305.823586
  nChanged 6
		SP:Iteration 48Q (9640.200000 sec): 3 clusters
  Score: Raw -15439740.959610 + Penalty 13433.653939 = -15426307.305671
  nChanged 2
		SP:Iteration 49Q (9640.530000 sec): 3 clusters
  Score: Raw -15439741.748521 + Penalty 13433.653939 = -15426308.094582
  nChanged 3
		SP:Iteration 50Q (9640.860000 sec): 3 clusters
  Score: Raw -15439742.649736 + Penalty 13433.653939 = -15426308.995797
  nChanged 5
		SP:Iteration 51Q (9641.190000 sec): 3 clusters
  Score: Raw -15439744.012042 + Penalty 13433.653939 = -15426310.358103
  nChanged 4
		SP:Iteration 52Q (9641.520000 sec): 3 clusters
  Score: Raw -15439744.673455 + Penalty 13433.653939 = -15426311.019516
  nChanged 0
		SP:Iteration 53F (9641.960000 sec): 3 clusters
  Score: Raw -15439744.673455 + Penalty 13433.653939 = -15426311.019516
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 12 (29546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9642.170000 sec): 2 clusters
  Score: Raw -7530177.445494 + Penalty 6304.893486 = -7523872.552009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9642.390000 sec): 3 clusters
  Score: Raw -7514087.233823 + Penalty 12609.786971 = -7501477.446852
  nChanged 12372
		SP:Iteration 1F (9642.630000 sec): 3 clusters
  Score: Raw -7520861.525149 + Penalty 12609.786971 = -7508251.738178
  nChanged 1992
		SP:Iteration 2F (9642.850000 sec): 3 clusters
  Score: Raw -7521992.169951 + Penalty 12609.786971 = -7509382.382980
  nChanged 1779
		SP:Iteration 3F (9643.080000 sec): 3 clusters
  Score: Raw -7523138.345206 + Penalty 12609.786971 = -7510528.558235
  nChanged 1779
		SP:Iteration 4F (9643.310000 sec): 3 clusters
  Score: Raw -7524400.282310 + Penalty 12609.786971 = -7511790.495338
  nChanged 1824
		SP:Iteration 5F (9643.530000 sec): 3 clusters
  Score: Raw -7525727.659228 + Penalty 12609.786971 = -7513117.872257
  nChanged 1774
		SP:Iteration 6F (9643.760000 sec): 3 clusters
  Score: Raw -7527095.772304 + Penalty 12609.786971 = -7514485.985333
  nChanged 1686
		SP:Iteration 7F (9643.980000 sec): 3 clusters
  Score: Raw -7528299.517702 + Penalty 12609.786971 = -7515689.730731
  nChanged 1532
		SP:Iteration 8F (9644.210000 sec): 3 clusters
  Score: Raw -7529253.894549 + Penalty 12609.786971 = -7516644.107578
  nChanged 1290
		SP:Iteration 9Q (9644.440000 sec): 3 clusters
  Score: Raw -7529913.381528 + Penalty 12609.786971 = -7517303.594557
  nChanged 991
		SP:Iteration 10Q (9644.660000 sec): 3 clusters
  Score: Raw -7530347.043316 + Penalty 12609.786971 = -7517737.256344
  nChanged 754
		SP:Iteration 11Q (9644.880000 sec): 3 clusters
  Score: Raw -7530637.049410 + Penalty 12609.786971 = -7518027.262439
  nChanged 634
		SP:Iteration 12Q (9645.100000 sec): 3 clusters
  Score: Raw -7530858.877872 + Penalty 12609.786971 = -7518249.090901
  nChanged 490
		SP:Iteration 13Q (9645.320000 sec): 3 clusters
  Score: Raw -7531012.977304 + Penalty 12609.786971 = -7518403.190333
  nChanged 421
		SP:Iteration 14Q (9645.540000 sec): 3 clusters
  Score: Raw -7531132.598019 + Penalty 12609.786971 = -7518522.811048
  nChanged 355
		SP:Iteration 15Q (9645.760000 sec): 3 clusters
  Score: Raw -7531228.184130 + Penalty 12609.786971 = -7518618.397159
  nChanged 311
		SP:Iteration 16Q (9645.980000 sec): 3 clusters
  Score: Raw -7531323.014643 + Penalty 12609.786971 = -7518713.227672
  nChanged 299
		SP:Iteration 17Q (9646.200000 sec): 3 clusters
  Score: Raw -7531420.733891 + Penalty 12609.786971 = -7518810.946920
  nChanged 333
		SP:Iteration 18Q (9646.420000 sec): 3 clusters
  Score: Raw -7531525.448491 + Penalty 12609.786971 = -7518915.661520
  nChanged 291
		SP:Iteration 19Q (9646.640000 sec): 3 clusters
  Score: Raw -7531615.644303 + Penalty 12609.786971 = -7519005.857332
  nChanged 289
		SP:Iteration 20F (9646.860000 sec): 3 clusters
  Score: Raw -7531723.836271 + Penalty 12609.786971 = -7519114.049300
  nChanged 318
		SP:Iteration 21Q (9647.080000 sec): 3 clusters
  Score: Raw -7531827.611048 + Penalty 12609.786971 = -7519217.824077
  nChanged 297
		SP:Iteration 22Q (9647.300000 sec): 3 clusters
  Score: Raw -7531917.466947 + Penalty 12609.786971 = -7519307.679976
  nChanged 300
		SP:Iteration 23Q (9647.520000 sec): 3 clusters
  Score: Raw -7532025.643247 + Penalty 12609.786971 = -7519415.856276
  nChanged 295
		SP:Iteration 24Q (9647.740000 sec): 3 clusters
  Score: Raw -7532131.838637 + Penalty 12609.786971 = -7519522.051666
  nChanged 334
		SP:Iteration 25Q (9647.960000 sec): 3 clusters
  Score: Raw -7532238.483006 + Penalty 12609.786971 = -7519628.696035
  nChanged 293
		SP:Iteration 26Q (9648.170000 sec): 3 clusters
  Score: Raw -7532322.877176 + Penalty 12609.786971 = -7519713.090204
  nChanged 280
		SP:Iteration 27Q (9648.390000 sec): 3 clusters
  Score: Raw -7532396.889144 + Penalty 12609.786971 = -7519787.102173
  nChanged 253
		SP:Iteration 28Q (9648.600000 sec): 3 clusters
  Score: Raw -7532460.685608 + Penalty 12609.786971 = -7519850.898637
  nChanged 193
		SP:Iteration 29Q (9648.820000 sec): 3 clusters
  Score: Raw -7532505.953698 + Penalty 12609.786971 = -7519896.166727
  nChanged 188
		SP:Iteration 30Q (9649.030000 sec): 3 clusters
  Score: Raw -7532548.028607 + Penalty 12609.786971 = -7519938.241636
  nChanged 173
		SP:Iteration 31Q (9649.240000 sec): 3 clusters
  Score: Raw -7532588.124493 + Penalty 12609.786971 = -7519978.337521
  nChanged 170
		SP:Iteration 32Q (9649.460000 sec): 3 clusters
  Score: Raw -7532623.939352 + Penalty 12609.786971 = -7520014.152381
  nChanged 148
		SP:Iteration 33Q (9649.670000 sec): 3 clusters
  Score: Raw -7532657.235637 + Penalty 12609.786971 = -7520047.448666
  nChanged 160
		SP:Iteration 34Q (9649.880000 sec): 3 clusters
  Score: Raw -7532697.338187 + Penalty 12609.786971 = -7520087.551216
  nChanged 180
		SP:Iteration 35Q (9650.090000 sec): 3 clusters
  Score: Raw -7532737.680250 + Penalty 12609.786971 = -7520127.893279
  nChanged 169
		SP:Iteration 36Q (9650.300000 sec): 3 clusters
  Score: Raw -7532776.614877 + Penalty 12609.786971 = -7520166.827905
  nChanged 141
		SP:Iteration 37Q (9650.510000 sec): 3 clusters
  Score: Raw -7532811.403591 + Penalty 12609.786971 = -7520201.616620
  nChanged 132
		SP:Iteration 38Q (9650.720000 sec): 3 clusters
  Score: Raw -7532839.251903 + Penalty 12609.786971 = -7520229.464932
  nChanged 117
		SP:Iteration 39Q (9650.920000 sec): 3 clusters
  Score: Raw -7532861.637174 + Penalty 12609.786971 = -7520251.850203
  nChanged 103
		SP:Iteration 40F (9651.150000 sec): 3 clusters
  Score: Raw -7532881.359791 + Penalty 12609.786971 = -7520271.572820
  nChanged 79
		SP:Iteration 41Q (9651.360000 sec): 3 clusters
  Score: Raw -7532895.711787 + Penalty 12609.786971 = -7520285.924816
  nChanged 80
		SP:Iteration 42Q (9651.570000 sec): 3 clusters
  Score: Raw -7532911.977112 + Penalty 12609.786971 = -7520302.190140
  nChanged 85
		SP:Iteration 43Q (9651.780000 sec): 3 clusters
  Score: Raw -7532927.983775 + Penalty 12609.786971 = -7520318.196804
  nChanged 70
		SP:Iteration 44Q (9651.980000 sec): 3 clusters
  Score: Raw -7532941.045151 + Penalty 12609.786971 = -7520331.258180
  nChanged 72
		SP:Iteration 45Q (9652.190000 sec): 3 clusters
  Score: Raw -7532952.522674 + Penalty 12609.786971 = -7520342.735703
  nChanged 56
		SP:Iteration 46Q (9652.400000 sec): 3 clusters
  Score: Raw -7532962.017565 + Penalty 12609.786971 = -7520352.230594
  nChanged 53
		SP:Iteration 47Q (9652.610000 sec): 3 clusters
  Score: Raw -7532970.795376 + Penalty 12609.786971 = -7520361.008405
  nChanged 57
		SP:Iteration 48Q (9652.820000 sec): 3 clusters
  Score: Raw -7532981.488224 + Penalty 12609.786971 = -7520371.701253
  nChanged 55
		SP:Iteration 49Q (9653.020000 sec): 3 clusters
  Score: Raw -7532991.046044 + Penalty 12609.786971 = -7520381.259073
  nChanged 50
		SP:Iteration 50Q (9653.230000 sec): 3 clusters
  Score: Raw -7532999.734755 + Penalty 12609.786971 = -7520389.947784
  nChanged 60
		SP:Iteration 51Q (9653.440000 sec): 3 clusters
  Score: Raw -7533009.044546 + Penalty 12609.786971 = -7520399.257575
  nChanged 41
		SP:Iteration 52Q (9653.640000 sec): 3 clusters
  Score: Raw -7533015.509790 + Penalty 12609.786971 = -7520405.722819
  nChanged 49
		SP:Iteration 53Q (9653.850000 sec): 3 clusters
  Score: Raw -7533023.614485 + Penalty 12609.786971 = -7520413.827514
  nChanged 54
		SP:Iteration 54Q (9654.060000 sec): 3 clusters
  Score: Raw -7533033.352760 + Penalty 12609.786971 = -7520423.565789
  nChanged 56
		SP:Iteration 55Q (9654.260000 sec): 3 clusters
  Score: Raw -7533042.945365 + Penalty 12609.786971 = -7520433.158394
  nChanged 46
		SP:Iteration 56Q (9654.470000 sec): 3 clusters
  Score: Raw -7533050.980406 + Penalty 12609.786971 = -7520441.193435
  nChanged 39
		SP:Iteration 57Q (9654.680000 sec): 3 clusters
  Score: Raw -7533057.694141 + Penalty 12609.786971 = -7520447.907170
  nChanged 25
		SP:Iteration 58Q (9654.880000 sec): 3 clusters
  Score: Raw -7533062.224512 + Penalty 12609.786971 = -7520452.437541
  nChanged 28
		SP:Iteration 59Q (9655.090000 sec): 3 clusters
  Score: Raw -7533067.280717 + Penalty 12609.786971 = -7520457.493745
  nChanged 28
		SP:Iteration 60F (9655.310000 sec): 3 clusters
  Score: Raw -7533071.952100 + Penalty 12609.786971 = -7520462.165129
  nChanged 25
		SP:Iteration 61Q (9655.520000 sec): 3 clusters
  Score: Raw -7533076.403378 + Penalty 12609.786971 = -7520466.616407
  nChanged 30
		SP:Iteration 62Q (9655.720000 sec): 3 clusters
  Score: Raw -7533080.863282 + Penalty 12609.786971 = -7520471.076311
  nChanged 26
		SP:Iteration 63Q (9655.930000 sec): 3 clusters
  Score: Raw -7533085.241871 + Penalty 12609.786971 = -7520475.454899
  nChanged 29
		SP:Iteration 64Q (9656.140000 sec): 3 clusters
  Score: Raw -7533089.383086 + Penalty 12609.786971 = -7520479.596115
  nChanged 21
		SP:Iteration 65Q (9656.340000 sec): 3 clusters
  Score: Raw -7533092.853609 + Penalty 12609.786971 = -7520483.066637
  nChanged 24
		SP:Iteration 66Q (9656.550000 sec): 3 clusters
  Score: Raw -7533096.258112 + Penalty 12609.786971 = -7520486.471141
  nChanged 26
		SP:Iteration 67Q (9656.750000 sec): 3 clusters
  Score: Raw -7533100.284408 + Penalty 12609.786971 = -7520490.497437
  nChanged 27
		SP:Iteration 68Q (9656.960000 sec): 3 clusters
  Score: Raw -7533105.068492 + Penalty 12609.786971 = -7520495.281520
  nChanged 28
		SP:Iteration 69Q (9657.160000 sec): 3 clusters
  Score: Raw -7533108.992271 + Penalty 12609.786971 = -7520499.205300
  nChanged 23
		SP:Iteration 70Q (9657.370000 sec): 3 clusters
  Score: Raw -7533112.375586 + Penalty 12609.786971 = -7520502.588615
  nChanged 14
		SP:Iteration 71Q (9657.570000 sec): 3 clusters
  Score: Raw -7533114.903523 + Penalty 12609.786971 = -7520505.116551
  nChanged 17
		SP:Iteration 72Q (9657.780000 sec): 3 clusters
  Score: Raw -7533117.600986 + Penalty 12609.786971 = -7520507.814015
  nChanged 19
		SP:Iteration 73Q (9657.980000 sec): 3 clusters
  Score: Raw -7533120.708745 + Penalty 12609.786971 = -7520510.921774
  nChanged 19
		SP:Iteration 74Q (9658.190000 sec): 3 clusters
  Score: Raw -7533123.368209 + Penalty 12609.786971 = -7520513.581238
  nChanged 16
		SP:Iteration 75Q (9658.390000 sec): 3 clusters
  Score: Raw -7533125.837330 + Penalty 12609.786971 = -7520516.050359
  nChanged 21
		SP:Iteration 76Q (9658.600000 sec): 3 clusters
  Score: Raw -7533128.918511 + Penalty 12609.786971 = -7520519.131540
  nChanged 18
		SP:Iteration 77Q (9658.800000 sec): 3 clusters
  Score: Raw -7533131.913441 + Penalty 12609.786971 = -7520522.126470
  nChanged 15
		SP:Iteration 78Q (9659.000000 sec): 3 clusters
  Score: Raw -7533134.601603 + Penalty 12609.786971 = -7520524.814632
  nChanged 8
		SP:Iteration 79Q (9659.210000 sec): 3 clusters
  Score: Raw -7533135.625990 + Penalty 12609.786971 = -7520525.839019
  nChanged 7
		SP:Iteration 80F (9659.440000 sec): 3 clusters
  Score: Raw -7533136.557527 + Penalty 12609.786971 = -7520526.770556
  nChanged 9
		SP:Iteration 81Q (9659.640000 sec): 3 clusters
  Score: Raw -7533138.004906 + Penalty 12609.786971 = -7520528.217935
  nChanged 9
		SP:Iteration 82Q (9659.840000 sec): 3 clusters
  Score: Raw -7533139.293322 + Penalty 12609.786971 = -7520529.506351
  nChanged 10
		SP:Iteration 83Q (9660.050000 sec): 3 clusters
  Score: Raw -7533140.378105 + Penalty 12609.786971 = -7520530.591134
  nChanged 7
		SP:Iteration 84Q (9660.250000 sec): 3 clusters
  Score: Raw -7533141.473211 + Penalty 12609.786971 = -7520531.686240
  nChanged 12
		SP:Iteration 85Q (9660.460000 sec): 3 clusters
  Score: Raw -7533143.412652 + Penalty 12609.786971 = -7520533.625681
  nChanged 15
		SP:Iteration 86Q (9660.660000 sec): 3 clusters
  Score: Raw -7533145.764943 + Penalty 12609.786971 = -7520535.977972
  nChanged 11
		SP:Iteration 87Q (9660.870000 sec): 3 clusters
  Score: Raw -7533147.361172 + Penalty 12609.786971 = -7520537.574201
  nChanged 10
		SP:Iteration 88Q (9661.070000 sec): 3 clusters
  Score: Raw -7533149.370687 + Penalty 12609.786971 = -7520539.583716
  nChanged 8
		SP:Iteration 89Q (9661.280000 sec): 3 clusters
  Score: Raw -7533150.593733 + Penalty 12609.786971 = -7520540.806762
  nChanged 5
		SP:Iteration 90Q (9661.480000 sec): 3 clusters
  Score: Raw -7533151.378265 + Penalty 12609.786971 = -7520541.591294
  nChanged 11
		SP:Iteration 91Q (9661.690000 sec): 3 clusters
  Score: Raw -7533153.399600 + Penalty 12609.786971 = -7520543.612629
  nChanged 14
		SP:Iteration 92Q (9661.890000 sec): 3 clusters
  Score: Raw -7533155.689748 + Penalty 12609.786971 = -7520545.902777
  nChanged 13
		SP:Iteration 93Q (9662.100000 sec): 3 clusters
  Score: Raw -7533157.183943 + Penalty 12609.786971 = -7520547.396972
  nChanged 6
		SP:Iteration 94Q (9662.300000 sec): 3 clusters
  Score: Raw -7533157.854878 + Penalty 12609.786971 = -7520548.067907
  nChanged 4
		SP:Iteration 95Q (9662.500000 sec): 3 clusters
  Score: Raw -7533158.221912 + Penalty 12609.786971 = -7520548.434941
  nChanged 3
		SP:Iteration 96Q (9662.710000 sec): 3 clusters
  Score: Raw -7533158.674352 + Penalty 12609.786971 = -7520548.887381
  nChanged 9
		SP:Iteration 97Q (9662.910000 sec): 3 clusters
  Score: Raw -7533159.641030 + Penalty 12609.786971 = -7520549.854059
  nChanged 4
		SP:Iteration 98Q (9663.120000 sec): 3 clusters
  Score: Raw -7533160.205316 + Penalty 12609.786971 = -7520550.418345
  nChanged 5
		SP:Iteration 99Q (9663.320000 sec): 3 clusters
  Score: Raw -7533160.743827 + Penalty 12609.786971 = -7520550.956856
  nChanged 2
		SP:Iteration 100F (9663.550000 sec): 3 clusters
  Score: Raw -7533160.945972 + Penalty 12609.786971 = -7520551.159001
  nChanged 1
		SP:Iteration 101Q (9663.750000 sec): 3 clusters
  Score: Raw -7533161.033323 + Penalty 12609.786971 = -7520551.246352
  nChanged 1
		SP:Iteration 102Q (9663.960000 sec): 3 clusters
  Score: Raw -7533161.201211 + Penalty 12609.786971 = -7520551.414239
  nChanged 1
		SP:Iteration 103Q (9664.160000 sec): 3 clusters
  Score: Raw -7533161.328704 + Penalty 12609.786971 = -7520551.541733
  nChanged 2
		SP:Iteration 104Q (9664.360000 sec): 3 clusters
  Score: Raw -7533161.547338 + Penalty 12609.786971 = -7520551.760367
  nChanged 3
		SP:Iteration 105Q (9664.570000 sec): 3 clusters
  Score: Raw -7533161.955134 + Penalty 12609.786971 = -7520552.168163
  nChanged 3
		SP:Iteration 106Q (9664.770000 sec): 3 clusters
  Score: Raw -7533162.566818 + Penalty 12609.786971 = -7520552.779847
  nChanged 3
		SP:Iteration 107Q (9664.980000 sec): 3 clusters
  Score: Raw -7533162.965121 + Penalty 12609.786971 = -7520553.178150
  nChanged 1
		SP:Iteration 108Q (9665.180000 sec): 3 clusters
  Score: Raw -7533163.066351 + Penalty 12609.786971 = -7520553.279380
  nChanged 1
		SP:Iteration 109Q (9665.380000 sec): 3 clusters
  Score: Raw -7533163.166641 + Penalty 12609.786971 = -7520553.379670
  nChanged 1
		SP:Iteration 110Q (9665.590000 sec): 3 clusters
  Score: Raw -7533163.263483 + Penalty 12609.786971 = -7520553.476512
  nChanged 1
		SP:Iteration 111Q (9665.790000 sec): 3 clusters
  Score: Raw -7533163.355745 + Penalty 12609.786971 = -7520553.568774
  nChanged 0
		SP:Iteration 112F (9666.020000 sec): 3 clusters
  Score: Raw -7533163.355745 + Penalty 12609.786971 = -7520553.568774
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 13 (418322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9668.750000 sec): 2 clusters
  Score: Raw -110780141.727291 + Penalty 7928.204134 = -110772213.523157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9671.960000 sec): 3 clusters
  Score: Raw -110507480.993872 + Penalty 15856.408269 = -110491624.585603
  nChanged 200196
		SP:Iteration 1F (9675.140000 sec): 3 clusters
  Score: Raw -110623486.222576 + Penalty 15856.408269 = -110607629.814307
  nChanged 10051
		SP:Iteration 2Q (9678.360000 sec): 3 clusters
  Score: Raw -110625180.064451 + Penalty 15856.408269 = -110609323.656183
  nChanged 10548
		SP:Iteration 3Q (9681.580000 sec): 3 clusters
  Score: Raw -110627253.714164 + Penalty 15856.408269 = -110611397.305895
  nChanged 11970
		SP:Iteration 4Q (9684.790000 sec): 3 clusters
  Score: Raw -110630203.423069 + Penalty 15856.408269 = -110614347.014801
  nChanged 14914
		SP:Iteration 5Q (9688.010000 sec): 3 clusters
  Score: Raw -110635147.907835 + Penalty 15856.408269 = -110619291.499567
  nChanged 20171
		SP:Iteration 6Q (9691.210000 sec): 3 clusters
  Score: Raw -110644499.107105 + Penalty 15856.408269 = -110628642.698836
  nChanged 27376
		SP:Iteration 7F (9694.390000 sec): 3 clusters
  Score: Raw -110661763.278727 + Penalty 15856.408269 = -110645906.870458
  nChanged 34726
		SP:Iteration 8F (9697.570000 sec): 3 clusters
  Score: Raw -110689732.796689 + Penalty 15856.408269 = -110673876.388420
  nChanged 37089
		SP:Iteration 9F (9700.730000 sec): 3 clusters
  Score: Raw -110724367.763284 + Penalty 15856.408269 = -110708511.355016
  nChanged 30044
		SP:Iteration 10F (9703.880000 sec): 3 clusters
  Score: Raw -110753533.284605 + Penalty 15856.408269 = -110737676.876336
  nChanged 17633
		SP:Iteration 11Q (9706.970000 sec): 3 clusters
  Score: Raw -110769835.878283 + Penalty 15856.408269 = -110753979.470014
  nChanged 8024
		SP:Iteration 12Q (9709.830000 sec): 3 clusters
  Score: Raw -110776705.601055 + Penalty 15856.408269 = -110760849.192787
  nChanged 3034
		SP:Iteration 13Q (9712.360000 sec): 3 clusters
  Score: Raw -110779186.483107 + Penalty 15856.408269 = -110763330.074838
  nChanged 1125
		SP:Iteration 14Q (9714.680000 sec): 3 clusters
  Score: Raw -110780160.477497 + Penalty 15856.408269 = -110764304.069228
  nChanged 448
		SP:Iteration 15Q (9716.890000 sec): 3 clusters
  Score: Raw -110780580.437569 + Penalty 15856.408269 = -110764724.029301
  nChanged 179
		SP:Iteration 16Q (9719.050000 sec): 3 clusters
  Score: Raw -110780764.124186 + Penalty 15856.408269 = -110764907.715917
  nChanged 109
		SP:Iteration 17Q (9721.180000 sec): 3 clusters
  Score: Raw -110780875.728496 + Penalty 15856.408269 = -110765019.320227
  nChanged 71
		SP:Iteration 18Q (9723.310000 sec): 3 clusters
  Score: Raw -110780945.153514 + Penalty 15856.408269 = -110765088.745245
  nChanged 38
		SP:Iteration 19Q (9725.420000 sec): 3 clusters
  Score: Raw -110780982.769106 + Penalty 15856.408269 = -110765126.360838
  nChanged 27
		SP:Iteration 20F (9728.550000 sec): 3 clusters
  Score: Raw -110781014.932801 + Penalty 15856.408269 = -110765158.524532
  nChanged 29
		SP:Iteration 21Q (9730.670000 sec): 3 clusters
  Score: Raw -110781044.406948 + Penalty 15856.408269 = -110765187.998679
  nChanged 25
		SP:Iteration 22Q (9732.780000 sec): 3 clusters
  Score: Raw -110781071.703271 + Penalty 15856.408269 = -110765215.295003
  nChanged 20
		SP:Iteration 23Q (9734.890000 sec): 3 clusters
  Score: Raw -110781098.681824 + Penalty 15856.408269 = -110765242.273556
  nChanged 24
		SP:Iteration 24Q (9737.000000 sec): 3 clusters
  Score: Raw -110781125.153255 + Penalty 15856.408269 = -110765268.744987
  nChanged 18
		SP:Iteration 25Q (9739.100000 sec): 3 clusters
  Score: Raw -110781142.365174 + Penalty 15856.408269 = -110765285.956906
  nChanged 10
		SP:Iteration 26Q (9741.190000 sec): 3 clusters
  Score: Raw -110781152.299361 + Penalty 15856.408269 = -110765295.891092
  nChanged 5
		SP:Iteration 27Q (9743.290000 sec): 3 clusters
  Score: Raw -110781157.356434 + Penalty 15856.408269 = -110765300.948165
  nChanged 5
		SP:Iteration 28Q (9745.390000 sec): 3 clusters
  Score: Raw -110781161.543032 + Penalty 15856.408269 = -110765305.134764
  nChanged 2
		SP:Iteration 29Q (9747.480000 sec): 3 clusters
  Score: Raw -110781164.035556 + Penalty 15856.408269 = -110765307.627287
  nChanged 1
		SP:Iteration 30Q (9749.570000 sec): 3 clusters
  Score: Raw -110781164.537367 + Penalty 15856.408269 = -110765308.129099
  nChanged 2
		SP:Iteration 31Q (9751.670000 sec): 3 clusters
  Score: Raw -110781166.453999 + Penalty 15856.408269 = -110765310.045730
  nChanged 1
		SP:Iteration 32Q (9753.760000 sec): 3 clusters
  Score: Raw -110781167.357220 + Penalty 15856.408269 = -110765310.948952
  nChanged 1
		SP:Iteration 33Q (9755.870000 sec): 3 clusters
  Score: Raw -110781168.271796 + Penalty 15856.408269 = -110765311.863528
  nChanged 1
		SP:Iteration 34Q (9757.960000 sec): 3 clusters
  Score: Raw -110781169.840747 + Penalty 15856.408269 = -110765313.432478
  nChanged 3
		SP:Iteration 35Q (9760.060000 sec): 3 clusters
  Score: Raw -110781172.740354 + Penalty 15856.408269 = -110765316.332085
  nChanged 4
		SP:Iteration 36Q (9762.160000 sec): 3 clusters
  Score: Raw -110781175.835609 + Penalty 15856.408269 = -110765319.427340
  nChanged 3
		SP:Iteration 37Q (9764.260000 sec): 3 clusters
  Score: Raw -110781178.524217 + Penalty 15856.408269 = -110765322.115949
  nChanged 3
		SP:Iteration 38Q (9766.360000 sec): 3 clusters
  Score: Raw -110781181.697715 + Penalty 15856.408269 = -110765325.289447
  nChanged 5
		SP:Iteration 39Q (9768.450000 sec): 3 clusters
  Score: Raw -110781187.134790 + Penalty 15856.408269 = -110765330.726522
  nChanged 1
		SP:Iteration 40F (9771.590000 sec): 3 clusters
  Score: Raw -110781188.746686 + Penalty 15856.408269 = -110765332.338417
  nChanged 2
		SP:Iteration 41Q (9773.700000 sec): 3 clusters
  Score: Raw -110781190.991036 + Penalty 15856.408269 = -110765334.582767
  nChanged 2
		SP:Iteration 42Q (9775.800000 sec): 3 clusters
  Score: Raw -110781193.194898 + Penalty 15856.408269 = -110765336.786630
  nChanged 1
		SP:Iteration 43Q (9777.910000 sec): 3 clusters
  Score: Raw -110781194.256896 + Penalty 15856.408269 = -110765337.848627
  nChanged 1
		SP:Iteration 44Q (9780.010000 sec): 3 clusters
  Score: Raw -110781195.485161 + Penalty 15856.408269 = -110765339.076893
  nChanged 1
		SP:Iteration 45Q (9782.120000 sec): 3 clusters
  Score: Raw -110781196.686943 + Penalty 15856.408269 = -110765340.278674
  nChanged 1
		SP:Iteration 46Q (9784.220000 sec): 3 clusters
  Score: Raw -110781197.299480 + Penalty 15856.408269 = -110765340.891212
  nChanged 2
		SP:Iteration 47Q (9786.320000 sec): 3 clusters
  Score: Raw -110781198.883167 + Penalty 15856.408269 = -110765342.474899
  nChanged 1
		SP:Iteration 48Q (9788.420000 sec): 3 clusters
  Score: Raw -110781200.778660 + Penalty 15856.408269 = -110765344.370391
  nChanged 2
		SP:Iteration 49Q (9790.520000 sec): 3 clusters
  Score: Raw -110781202.393657 + Penalty 15856.408269 = -110765345.985388
  nChanged 1
		SP:Iteration 50Q (9792.630000 sec): 3 clusters
  Score: Raw -110781203.082915 + Penalty 15856.408269 = -110765346.674646
  nChanged 0
		SP:Iteration 51F (9795.760000 sec): 3 clusters
  Score: Raw -110781203.082915 + Penalty 15856.408269 = -110765346.674646
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 14 (22269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9796.160000 sec): 2 clusters
  Score: Raw -5929225.158610 + Penalty 6131.707399 = -5923093.451211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9796.330000 sec): 3 clusters
  Score: Raw -5917402.944463 + Penalty 12263.414798 = -5905139.529665
  nChanged 9206
		SP:Iteration 1F (9796.500000 sec): 3 clusters
  Score: Raw -5922482.268786 + Penalty 12263.414798 = -5910218.853987
  nChanged 1572
		SP:Iteration 2F (9796.670000 sec): 3 clusters
  Score: Raw -5923491.349447 + Penalty 12263.414798 = -5911227.934649
  nChanged 1492
		SP:Iteration 3F (9796.840000 sec): 3 clusters
  Score: Raw -5924654.851582 + Penalty 12263.414798 = -5912391.436784
  nChanged 1573
		SP:Iteration 4F (9797.010000 sec): 3 clusters
  Score: Raw -5926095.320294 + Penalty 12263.414798 = -5913831.905496
  nChanged 1572
		SP:Iteration 5F (9797.180000 sec): 3 clusters
  Score: Raw -5927548.963298 + Penalty 12263.414798 = -5915285.548500
  nChanged 1504
		SP:Iteration 6F (9797.350000 sec): 3 clusters
  Score: Raw -5928792.914164 + Penalty 12263.414798 = -5916529.499366
  nChanged 1236
		SP:Iteration 7F (9797.520000 sec): 3 clusters
  Score: Raw -5929635.289577 + Penalty 12263.414798 = -5917371.874778
  nChanged 939
		SP:Iteration 8Q (9797.690000 sec): 3 clusters
  Score: Raw -5930148.192089 + Penalty 12263.414798 = -5917884.777290
  nChanged 700
		SP:Iteration 9Q (9797.850000 sec): 3 clusters
  Score: Raw -5930448.905393 + Penalty 12263.414798 = -5918185.490594
  nChanged 459
		SP:Iteration 10Q (9798.020000 sec): 3 clusters
  Score: Raw -5930607.672326 + Penalty 12263.414798 = -5918344.257528
  nChanged 295
		SP:Iteration 11Q (9798.190000 sec): 3 clusters
  Score: Raw -5930689.707087 + Penalty 12263.414798 = -5918426.292288
  nChanged 190
		SP:Iteration 12Q (9798.350000 sec): 3 clusters
  Score: Raw -5930732.698754 + Penalty 12263.414798 = -5918469.283956
  nChanged 135
		SP:Iteration 13Q (9798.520000 sec): 3 clusters
  Score: Raw -5930762.622320 + Penalty 12263.414798 = -5918499.207521
  nChanged 101
		SP:Iteration 14Q (9798.680000 sec): 3 clusters
  Score: Raw -5930781.981905 + Penalty 12263.414798 = -5918518.567107
  nChanged 79
		SP:Iteration 15Q (9798.850000 sec): 3 clusters
  Score: Raw -5930797.747453 + Penalty 12263.414798 = -5918534.332654
  nChanged 62
		SP:Iteration 16Q (9799.020000 sec): 3 clusters
  Score: Raw -5930808.941626 + Penalty 12263.414798 = -5918545.526827
  nChanged 49
		SP:Iteration 17Q (9799.190000 sec): 3 clusters
  Score: Raw -5930817.353046 + Penalty 12263.414798 = -5918553.938248
  nChanged 35
		SP:Iteration 18Q (9799.360000 sec): 3 clusters
  Score: Raw -5930823.932550 + Penalty 12263.414798 = -5918560.517752
  nChanged 36
		SP:Iteration 19Q (9799.520000 sec): 3 clusters
  Score: Raw -5930829.235274 + Penalty 12263.414798 = -5918565.820476
  nChanged 28
		SP:Iteration 20F (9799.690000 sec): 3 clusters
  Score: Raw -5930833.774985 + Penalty 12263.414798 = -5918570.360187
  nChanged 24
		SP:Iteration 21Q (9799.860000 sec): 3 clusters
  Score: Raw -5930837.371218 + Penalty 12263.414798 = -5918573.956419
  nChanged 19
		SP:Iteration 22Q (9800.030000 sec): 3 clusters
  Score: Raw -5930840.343935 + Penalty 12263.414798 = -5918576.929136
  nChanged 23
		SP:Iteration 23Q (9800.190000 sec): 3 clusters
  Score: Raw -5930844.041975 + Penalty 12263.414798 = -5918580.627177
  nChanged 20
		SP:Iteration 24Q (9800.360000 sec): 3 clusters
  Score: Raw -5930846.593530 + Penalty 12263.414798 = -5918583.178731
  nChanged 15
		SP:Iteration 25Q (9800.530000 sec): 3 clusters
  Score: Raw -5930848.538609 + Penalty 12263.414798 = -5918585.123811
  nChanged 10
		SP:Iteration 26Q (9800.700000 sec): 3 clusters
  Score: Raw -5930849.928979 + Penalty 12263.414798 = -5918586.514181
  nChanged 6
		SP:Iteration 27Q (9800.860000 sec): 3 clusters
  Score: Raw -5930851.055177 + Penalty 12263.414798 = -5918587.640378
  nChanged 7
		SP:Iteration 28Q (9801.030000 sec): 3 clusters
  Score: Raw -5930851.960157 + Penalty 12263.414798 = -5918588.545359
  nChanged 5
		SP:Iteration 29Q (9801.200000 sec): 3 clusters
  Score: Raw -5930852.432778 + Penalty 12263.414798 = -5918589.017980
  nChanged 1
		SP:Iteration 30Q (9801.370000 sec): 3 clusters
  Score: Raw -5930852.558089 + Penalty 12263.414798 = -5918589.143290
  nChanged 0
		SP:Iteration 31F (9801.540000 sec): 3 clusters
  Score: Raw -5930852.558089 + Penalty 12263.414798 = -5918589.143290
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 15 (16263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9801.660000 sec): 2 clusters
  Score: Raw -4310895.274556 + Penalty 5939.196819 = -4304956.077737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9801.780000 sec): 3 clusters
  Score: Raw -4302667.132171 + Penalty 11878.393638 = -4290788.738532
  nChanged 6450
		SP:Iteration 1F (9801.900000 sec): 3 clusters
  Score: Raw -4306143.322167 + Penalty 11878.393638 = -4294264.928529
  nChanged 1178
		SP:Iteration 2F (9802.030000 sec): 3 clusters
  Score: Raw -4306761.633294 + Penalty 11878.393638 = -4294883.239656
  nChanged 840
		SP:Iteration 3F (9802.160000 sec): 3 clusters
  Score: Raw -4307217.722383 + Penalty 11878.393638 = -4295339.328744
  nChanged 747
		SP:Iteration 4Q (9802.280000 sec): 3 clusters
  Score: Raw -4307680.099667 + Penalty 11878.393638 = -4295801.706029
  nChanged 715
		SP:Iteration 5Q (9802.410000 sec): 3 clusters
  Score: Raw -4308200.316327 + Penalty 11878.393638 = -4296321.922689
  nChanged 777
		SP:Iteration 6Q (9802.530000 sec): 3 clusters
  Score: Raw -4308882.187309 + Penalty 11878.393638 = -4297003.793671
  nChanged 950
		SP:Iteration 7F (9802.660000 sec): 3 clusters
  Score: Raw -4309767.371855 + Penalty 11878.393638 = -4297888.978217
  nChanged 1036
		SP:Iteration 8F (9802.780000 sec): 3 clusters
  Score: Raw -4310712.150993 + Penalty 11878.393638 = -4298833.757354
  nChanged 952
		SP:Iteration 9F (9802.910000 sec): 3 clusters
  Score: Raw -4311545.773467 + Penalty 11878.393638 = -4299667.379829
  nChanged 788
		SP:Iteration 10Q (9803.030000 sec): 3 clusters
  Score: Raw -4312133.001884 + Penalty 11878.393638 = -4300254.608246
  nChanged 575
		SP:Iteration 11Q (9803.160000 sec): 3 clusters
  Score: Raw -4312493.577960 + Penalty 11878.393638 = -4300615.184322
  nChanged 428
		SP:Iteration 12Q (9803.280000 sec): 3 clusters
  Score: Raw -4312706.886202 + Penalty 11878.393638 = -4300828.492564
  nChanged 288
		SP:Iteration 13Q (9803.400000 sec): 3 clusters
  Score: Raw -4312821.523693 + Penalty 11878.393638 = -4300943.130055
  nChanged 200
		SP:Iteration 14Q (9803.530000 sec): 3 clusters
  Score: Raw -4312898.700102 + Penalty 11878.393638 = -4301020.306464
  nChanged 141
		SP:Iteration 15Q (9803.650000 sec): 3 clusters
  Score: Raw -4312946.581357 + Penalty 11878.393638 = -4301068.187719
  nChanged 110
		SP:Iteration 16Q (9803.770000 sec): 3 clusters
  Score: Raw -4312981.965294 + Penalty 11878.393638 = -4301103.571656
  nChanged 79
		SP:Iteration 17Q (9803.900000 sec): 3 clusters
  Score: Raw -4313006.347741 + Penalty 11878.393638 = -4301127.954103
  nChanged 65
		SP:Iteration 18Q (9804.020000 sec): 3 clusters
  Score: Raw -4313026.073761 + Penalty 11878.393638 = -4301147.680122
  nChanged 57
		SP:Iteration 19Q (9804.140000 sec): 3 clusters
  Score: Raw -4313041.796658 + Penalty 11878.393638 = -4301163.403019
  nChanged 47
		SP:Iteration 20F (9804.260000 sec): 3 clusters
  Score: Raw -4313054.246205 + Penalty 11878.393638 = -4301175.852567
  nChanged 36
		SP:Iteration 21Q (9804.390000 sec): 3 clusters
  Score: Raw -4313063.216674 + Penalty 11878.393638 = -4301184.823036
  nChanged 34
		SP:Iteration 22Q (9804.510000 sec): 3 clusters
  Score: Raw -4313072.323634 + Penalty 11878.393638 = -4301193.929996
  nChanged 31
		SP:Iteration 23Q (9804.640000 sec): 3 clusters
  Score: Raw -4313080.090786 + Penalty 11878.393638 = -4301201.697148
  nChanged 38
		SP:Iteration 24Q (9804.760000 sec): 3 clusters
  Score: Raw -4313090.712588 + Penalty 11878.393638 = -4301212.318949
  nChanged 36
		SP:Iteration 25Q (9804.880000 sec): 3 clusters
  Score: Raw -4313100.461880 + Penalty 11878.393638 = -4301222.068242
  nChanged 35
		SP:Iteration 26Q (9805.000000 sec): 3 clusters
  Score: Raw -4313108.653520 + Penalty 11878.393638 = -4301230.259882
  nChanged 21
		SP:Iteration 27Q (9805.130000 sec): 3 clusters
  Score: Raw -4313113.757442 + Penalty 11878.393638 = -4301235.363804
  nChanged 15
		SP:Iteration 28Q (9805.250000 sec): 3 clusters
  Score: Raw -4313117.471360 + Penalty 11878.393638 = -4301239.077721
  nChanged 19
		SP:Iteration 29Q (9805.370000 sec): 3 clusters
  Score: Raw -4313121.757798 + Penalty 11878.393638 = -4301243.364160
  nChanged 12
		SP:Iteration 30Q (9805.490000 sec): 3 clusters
  Score: Raw -4313123.935021 + Penalty 11878.393638 = -4301245.541383
  nChanged 9
		SP:Iteration 31Q (9805.620000 sec): 3 clusters
  Score: Raw -4313126.157798 + Penalty 11878.393638 = -4301247.764160
  nChanged 8
		SP:Iteration 32Q (9805.740000 sec): 3 clusters
  Score: Raw -4313127.968432 + Penalty 11878.393638 = -4301249.574794
  nChanged 11
		SP:Iteration 33Q (9805.860000 sec): 3 clusters
  Score: Raw -4313130.259897 + Penalty 11878.393638 = -4301251.866259
  nChanged 13
		SP:Iteration 34Q (9805.980000 sec): 3 clusters
  Score: Raw -4313133.098183 + Penalty 11878.393638 = -4301254.704545
  nChanged 8
		SP:Iteration 35Q (9806.110000 sec): 3 clusters
  Score: Raw -4313134.644280 + Penalty 11878.393638 = -4301256.250641
  nChanged 5
		SP:Iteration 36Q (9806.230000 sec): 3 clusters
  Score: Raw -4313135.860905 + Penalty 11878.393638 = -4301257.467267
  nChanged 4
		SP:Iteration 37Q (9806.350000 sec): 3 clusters
  Score: Raw -4313136.683521 + Penalty 11878.393638 = -4301258.289883
  nChanged 2
		SP:Iteration 38Q (9806.480000 sec): 3 clusters
  Score: Raw -4313137.060928 + Penalty 11878.393638 = -4301258.667290
  nChanged 2
		SP:Iteration 39Q (9806.600000 sec): 3 clusters
  Score: Raw -4313137.623445 + Penalty 11878.393638 = -4301259.229807
  nChanged 0
		SP:Iteration 40F (9806.720000 sec): 3 clusters
  Score: Raw -4313137.623445 + Penalty 11878.393638 = -4301259.229807
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 16 (80868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9807.270000 sec): 2 clusters
  Score: Raw -21514974.317248 + Penalty 6921.601253 = -21508052.715995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9807.890000 sec): 3 clusters
  Score: Raw -21466135.691626 + Penalty 13843.202507 = -21452292.489120
  nChanged 36524
		SP:Iteration 1F (9808.520000 sec): 3 clusters
  Score: Raw -21486210.588164 + Penalty 13843.202507 = -21472367.385658
  nChanged 3712
		SP:Iteration 2Q (9809.140000 sec): 3 clusters
  Score: Raw -21487339.950200 + Penalty 13843.202507 = -21473496.747694
  nChanged 3267
		SP:Iteration 3Q (9809.760000 sec): 3 clusters
  Score: Raw -21488314.833405 + Penalty 13843.202507 = -21474471.630899
  nChanged 2976
		SP:Iteration 4Q (9810.390000 sec): 3 clusters
  Score: Raw -21489284.020101 + Penalty 13843.202507 = -21475440.817594
  nChanged 3027
		SP:Iteration 5Q (9811.020000 sec): 3 clusters
  Score: Raw -21490356.725542 + Penalty 13843.202507 = -21476513.523036
  nChanged 3215
		SP:Iteration 6Q (9811.640000 sec): 3 clusters
  Score: Raw -21491660.209127 + Penalty 13843.202507 = -21477817.006621
  nChanged 3726
		SP:Iteration 7Q (9812.260000 sec): 3 clusters
  Score: Raw -21493468.924559 + Penalty 13843.202507 = -21479625.722053
  nChanged 4400
		SP:Iteration 8F (9812.880000 sec): 3 clusters
  Score: Raw -21495984.159409 + Penalty 13843.202507 = -21482140.956903
  nChanged 5029
		SP:Iteration 9F (9813.500000 sec): 3 clusters
  Score: Raw -21499500.714288 + Penalty 13843.202507 = -21485657.511782
  nChanged 5561
		SP:Iteration 10F (9814.110000 sec): 3 clusters
  Score: Raw -21503888.681216 + Penalty 13843.202507 = -21490045.478710
  nChanged 5148
		SP:Iteration 11F (9814.730000 sec): 3 clusters
  Score: Raw -21508182.931384 + Penalty 13843.202507 = -21494339.728877
  nChanged 4220
		SP:Iteration 12F (9815.340000 sec): 3 clusters
  Score: Raw -21512036.365943 + Penalty 13843.202507 = -21498193.163436
  nChanged 2958
		SP:Iteration 13Q (9815.950000 sec): 3 clusters
  Score: Raw -21515191.319993 + Penalty 13843.202507 = -21501348.117487
  nChanged 1941
		SP:Iteration 14Q (9816.530000 sec): 3 clusters
  Score: Raw -21517658.631826 + Penalty 13843.202507 = -21503815.429319
  nChanged 1300
		SP:Iteration 15Q (9817.060000 sec): 3 clusters
  Score: Raw -21519172.025730 + Penalty 13843.202507 = -21505328.823223
  nChanged 928
		SP:Iteration 16Q (9817.540000 sec): 3 clusters
  Score: Raw -21519969.669618 + Penalty 13843.202507 = -21506126.467111
  nChanged 657
		SP:Iteration 17Q (9818.020000 sec): 3 clusters
  Score: Raw -21520344.224699 + Penalty 13843.202507 = -21506501.022192
  nChanged 451
		SP:Iteration 18Q (9818.480000 sec): 3 clusters
  Score: Raw -21520537.946309 + Penalty 13843.202507 = -21506694.743803
  nChanged 313
		SP:Iteration 19Q (9818.940000 sec): 3 clusters
  Score: Raw -21520648.536720 + Penalty 13843.202507 = -21506805.334213
  nChanged 226
		SP:Iteration 20F (9819.560000 sec): 3 clusters
  Score: Raw -21520720.150699 + Penalty 13843.202507 = -21506876.948192
  nChanged 200
		SP:Iteration 21Q (9820.020000 sec): 3 clusters
  Score: Raw -21520783.857859 + Penalty 13843.202507 = -21506940.655352
  nChanged 183
		SP:Iteration 22Q (9820.480000 sec): 3 clusters
  Score: Raw -21520844.630589 + Penalty 13843.202507 = -21507001.428082
  nChanged 173
		SP:Iteration 23Q (9820.940000 sec): 3 clusters
  Score: Raw -21520895.066039 + Penalty 13843.202507 = -21507051.863533
  nChanged 177
		SP:Iteration 24Q (9821.400000 sec): 3 clusters
  Score: Raw -21520950.201522 + Penalty 13843.202507 = -21507106.999016
  nChanged 170
		SP:Iteration 25Q (9821.860000 sec): 3 clusters
  Score: Raw -21521008.748176 + Penalty 13843.202507 = -21507165.545670
  nChanged 172
		SP:Iteration 26Q (9822.320000 sec): 3 clusters
  Score: Raw -21521056.537732 + Penalty 13843.202507 = -21507213.335225
  nChanged 153
		SP:Iteration 27Q (9822.770000 sec): 3 clusters
  Score: Raw -21521100.442064 + Penalty 13843.202507 = -21507257.239558
  nChanged 155
		SP:Iteration 28Q (9823.230000 sec): 3 clusters
  Score: Raw -21521152.488048 + Penalty 13843.202507 = -21507309.285541
  nChanged 177
		SP:Iteration 29Q (9823.690000 sec): 3 clusters
  Score: Raw -21521206.046719 + Penalty 13843.202507 = -21507362.844213
  nChanged 164
		SP:Iteration 30Q (9824.140000 sec): 3 clusters
  Score: Raw -21521248.670593 + Penalty 13843.202507 = -21507405.468087
  nChanged 156
		SP:Iteration 31Q (9824.600000 sec): 3 clusters
  Score: Raw -21521283.423058 + Penalty 13843.202507 = -21507440.220551
  nChanged 128
		SP:Iteration 32Q (9825.060000 sec): 3 clusters
  Score: Raw -21521310.049321 + Penalty 13843.202507 = -21507466.846814
  nChanged 119
		SP:Iteration 33Q (9825.520000 sec): 3 clusters
  Score: Raw -21521331.699464 + Penalty 13843.202507 = -21507488.496957
  nChanged 97
		SP:Iteration 34Q (9825.980000 sec): 3 clusters
  Score: Raw -21521350.534486 + Penalty 13843.202507 = -21507507.331979
  nChanged 101
		SP:Iteration 35Q (9826.440000 sec): 3 clusters
  Score: Raw -21521366.093574 + Penalty 13843.202507 = -21507522.891067
  nChanged 75
		SP:Iteration 36Q (9826.900000 sec): 3 clusters
  Score: Raw -21521378.238146 + Penalty 13843.202507 = -21507535.035640
  nChanged 72
		SP:Iteration 37Q (9827.360000 sec): 3 clusters
  Score: Raw -21521389.121048 + Penalty 13843.202507 = -21507545.918541
  nChanged 62
		SP:Iteration 38Q (9827.810000 sec): 3 clusters
  Score: Raw -21521396.702457 + Penalty 13843.202507 = -21507553.499950
  nChanged 54
		SP:Iteration 39Q (9828.270000 sec): 3 clusters
  Score: Raw -21521403.377466 + Penalty 13843.202507 = -21507560.174959
  nChanged 63
		SP:Iteration 40F (9828.890000 sec): 3 clusters
  Score: Raw -21521414.052234 + Penalty 13843.202507 = -21507570.849727
  nChanged 55
		SP:Iteration 41Q (9829.350000 sec): 3 clusters
  Score: Raw -21521422.063233 + Penalty 13843.202507 = -21507578.860727
  nChanged 61
		SP:Iteration 42Q (9829.830000 sec): 3 clusters
  Score: Raw -21521431.822789 + Penalty 13843.202507 = -21507588.620283
  nChanged 60
		SP:Iteration 43Q (9830.290000 sec): 3 clusters
  Score: Raw -21521441.817099 + Penalty 13843.202507 = -21507598.614592
  nChanged 62
		SP:Iteration 44Q (9830.770000 sec): 3 clusters
  Score: Raw -21521452.405445 + Penalty 13843.202507 = -21507609.202939
  nChanged 65
		SP:Iteration 45Q (9831.230000 sec): 3 clusters
  Score: Raw -21521462.386647 + Penalty 13843.202507 = -21507619.184140
  nChanged 74
		SP:Iteration 46Q (9831.700000 sec): 3 clusters
  Score: Raw -21521472.290024 + Penalty 13843.202507 = -21507629.087518
  nChanged 65
		SP:Iteration 47Q (9832.170000 sec): 3 clusters
  Score: Raw -21521480.698599 + Penalty 13843.202507 = -21507637.496093
  nChanged 63
		SP:Iteration 48Q (9832.640000 sec): 3 clusters
  Score: Raw -21521488.570459 + Penalty 13843.202507 = -21507645.367952
  nChanged 52
		SP:Iteration 49Q (9833.110000 sec): 3 clusters
  Score: Raw -21521494.571735 + Penalty 13843.202507 = -21507651.369229
  nChanged 47
		SP:Iteration 50Q (9833.580000 sec): 3 clusters
  Score: Raw -21521499.729608 + Penalty 13843.202507 = -21507656.527101
  nChanged 49
		SP:Iteration 51Q (9834.050000 sec): 3 clusters
  Score: Raw -21521505.511938 + Penalty 13843.202507 = -21507662.309432
  nChanged 41
		SP:Iteration 52Q (9834.520000 sec): 3 clusters
  Score: Raw -21521509.755430 + Penalty 13843.202507 = -21507666.552924
  nChanged 27
		SP:Iteration 53Q (9834.990000 sec): 3 clusters
  Score: Raw -21521512.802328 + Penalty 13843.202507 = -21507669.599821
  nChanged 28
		SP:Iteration 54Q (9835.460000 sec): 3 clusters
  Score: Raw -21521515.323556 + Penalty 13843.202507 = -21507672.121049
  nChanged 24
		SP:Iteration 55Q (9835.930000 sec): 3 clusters
  Score: Raw -21521517.542602 + Penalty 13843.202507 = -21507674.340095
  nChanged 23
		SP:Iteration 56Q (9836.400000 sec): 3 clusters
  Score: Raw -21521519.424058 + Penalty 13843.202507 = -21507676.221551
  nChanged 18
		SP:Iteration 57Q (9836.870000 sec): 3 clusters
  Score: Raw -21521520.929718 + Penalty 13843.202507 = -21507677.727212
  nChanged 21
		SP:Iteration 58Q (9837.340000 sec): 3 clusters
  Score: Raw -21521522.837826 + Penalty 13843.202507 = -21507679.635319
  nChanged 30
		SP:Iteration 59Q (9837.810000 sec): 3 clusters
  Score: Raw -21521526.582834 + Penalty 13843.202507 = -21507683.380328
  nChanged 41
		SP:Iteration 60F (9838.430000 sec): 3 clusters
  Score: Raw -21521532.169349 + Penalty 13843.202507 = -21507688.966843
  nChanged 46
		SP:Iteration 61Q (9838.900000 sec): 3 clusters
  Score: Raw -21521537.765117 + Penalty 13843.202507 = -21507694.562610
  nChanged 39
		SP:Iteration 62Q (9839.380000 sec): 3 clusters
  Score: Raw -21521541.592511 + Penalty 13843.202507 = -21507698.390004
  nChanged 28
		SP:Iteration 63Q (9839.850000 sec): 3 clusters
  Score: Raw -21521544.422218 + Penalty 13843.202507 = -21507701.219711
  nChanged 22
		SP:Iteration 64Q (9840.330000 sec): 3 clusters
  Score: Raw -21521546.240672 + Penalty 13843.202507 = -21507703.038165
  nChanged 12
		SP:Iteration 65Q (9840.810000 sec): 3 clusters
  Score: Raw -21521547.184106 + Penalty 13843.202507 = -21507703.981600
  nChanged 10
		SP:Iteration 66Q (9841.290000 sec): 3 clusters
  Score: Raw -21521547.975140 + Penalty 13843.202507 = -21507704.772634
  nChanged 12
		SP:Iteration 67Q (9841.760000 sec): 3 clusters
  Score: Raw -21521548.727779 + Penalty 13843.202507 = -21507705.525272
  nChanged 7
		SP:Iteration 68Q (9842.240000 sec): 3 clusters
  Score: Raw -21521549.296649 + Penalty 13843.202507 = -21507706.094143
  nChanged 7
		SP:Iteration 69Q (9842.720000 sec): 3 clusters
  Score: Raw -21521549.768349 + Penalty 13843.202507 = -21507706.565842
  nChanged 11
		SP:Iteration 70Q (9843.190000 sec): 3 clusters
  Score: Raw -21521550.705506 + Penalty 13843.202507 = -21507707.503000
  nChanged 12
		SP:Iteration 71Q (9843.670000 sec): 3 clusters
  Score: Raw -21521551.626435 + Penalty 13843.202507 = -21507708.423929
  nChanged 4
		SP:Iteration 72Q (9844.150000 sec): 3 clusters
  Score: Raw -21521551.918402 + Penalty 13843.202507 = -21507708.715896
  nChanged 5
		SP:Iteration 73Q (9844.620000 sec): 3 clusters
  Score: Raw -21521552.378965 + Penalty 13843.202507 = -21507709.176458
  nChanged 7
		SP:Iteration 74Q (9845.100000 sec): 3 clusters
  Score: Raw -21521552.967407 + Penalty 13843.202507 = -21507709.764900
  nChanged 3
		SP:Iteration 75Q (9845.570000 sec): 3 clusters
  Score: Raw -21521553.200365 + Penalty 13843.202507 = -21507709.997859
  nChanged 1
		SP:Iteration 76Q (9846.050000 sec): 3 clusters
  Score: Raw -21521553.245767 + Penalty 13843.202507 = -21507710.043260
  nChanged 0
		SP:Iteration 77F (9846.660000 sec): 3 clusters
  Score: Raw -21521553.245767 + Penalty 13843.202507 = -21507710.043260
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 17 (220982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9848.090000 sec): 2 clusters
  Score: Raw -58913784.860446 + Penalty 7537.324874 = -58906247.535572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9849.770000 sec): 3 clusters
  Score: Raw -58772886.876436 + Penalty 15074.649748 = -58757812.226687
  nChanged 104009
		SP:Iteration 1F (9851.450000 sec): 3 clusters
  Score: Raw -58832022.793464 + Penalty 15074.649748 = -58816948.143716
  nChanged 6714
		SP:Iteration 2Q (9853.150000 sec): 3 clusters
  Score: Raw -58833445.297111 + Penalty 15074.649748 = -58818370.647363
  nChanged 6588
		SP:Iteration 3Q (9854.840000 sec): 3 clusters
  Score: Raw -58834909.859301 + Penalty 15074.649748 = -58819835.209552
  nChanged 6671
		SP:Iteration 4Q (9856.530000 sec): 3 clusters
  Score: Raw -58836691.365135 + Penalty 15074.649748 = -58821616.715387
  nChanged 7485
		SP:Iteration 5Q (9858.230000 sec): 3 clusters
  Score: Raw -58839180.165211 + Penalty 15074.649748 = -58824105.515463
  nChanged 8809
		SP:Iteration 6Q (9859.930000 sec): 3 clusters
  Score: Raw -58842890.878772 + Penalty 15074.649748 = -58827816.229023
  nChanged 10760
		SP:Iteration 7Q (9861.620000 sec): 3 clusters
  Score: Raw -58848688.525154 + Penalty 15074.649748 = -58833613.875406
  nChanged 13529
		SP:Iteration 8F (9863.300000 sec): 3 clusters
  Score: Raw -58857730.559306 + Penalty 15074.649748 = -58842655.909558
  nChanged 16258
		SP:Iteration 9F (9864.990000 sec): 3 clusters
  Score: Raw -58870433.506165 + Penalty 15074.649748 = -58855358.856417
  nChanged 17069
		SP:Iteration 10F (9866.660000 sec): 3 clusters
  Score: Raw -58885314.852548 + Penalty 15074.649748 = -58870240.202799
  nChanged 14775
		SP:Iteration 11F (9868.340000 sec): 3 clusters
  Score: Raw -58898877.247286 + Penalty 15074.649748 = -58883802.597538
  nChanged 9622
		SP:Iteration 12Q (9869.900000 sec): 3 clusters
  Score: Raw -58907505.256946 + Penalty 15074.649748 = -58892430.607198
  nChanged 4829
		SP:Iteration 13Q (9871.360000 sec): 3 clusters
  Score: Raw -58911617.361476 + Penalty 15074.649748 = -58896542.711727
  nChanged 2006
		SP:Iteration 14Q (9872.700000 sec): 3 clusters
  Score: Raw -58913252.818600 + Penalty 15074.649748 = -58898178.168851
  nChanged 811
		SP:Iteration 15Q (9873.950000 sec): 3 clusters
  Score: Raw -58913935.368702 + Penalty 15074.649748 = -58898860.718954
  nChanged 361
		SP:Iteration 16Q (9875.160000 sec): 3 clusters
  Score: Raw -58914264.060379 + Penalty 15074.649748 = -58899189.410630
  nChanged 195
		SP:Iteration 17Q (9876.330000 sec): 3 clusters
  Score: Raw -58914435.425930 + Penalty 15074.649748 = -58899360.776182
  nChanged 113
		SP:Iteration 18Q (9877.500000 sec): 3 clusters
  Score: Raw -58914532.187564 + Penalty 15074.649748 = -58899457.537816
  nChanged 63
		SP:Iteration 19Q (9878.660000 sec): 3 clusters
  Score: Raw -58914583.560384 + Penalty 15074.649748 = -58899508.910635
  nChanged 31
		SP:Iteration 20F (9880.330000 sec): 3 clusters
  Score: Raw -58914608.887736 + Penalty 15074.649748 = -58899534.237988
  nChanged 16
		SP:Iteration 21Q (9881.480000 sec): 3 clusters
  Score: Raw -58914621.616181 + Penalty 15074.649748 = -58899546.966432
  nChanged 16
		SP:Iteration 22Q (9882.640000 sec): 3 clusters
  Score: Raw -58914634.982013 + Penalty 15074.649748 = -58899560.332264
  nChanged 15
		SP:Iteration 23Q (9883.780000 sec): 3 clusters
  Score: Raw -58914648.847367 + Penalty 15074.649748 = -58899574.197619
  nChanged 12
		SP:Iteration 24Q (9884.930000 sec): 3 clusters
  Score: Raw -58914659.538720 + Penalty 15074.649748 = -58899584.888972
  nChanged 12
		SP:Iteration 25Q (9886.070000 sec): 3 clusters
  Score: Raw -58914670.128376 + Penalty 15074.649748 = -58899595.478627
  nChanged 12
		SP:Iteration 26Q (9887.220000 sec): 3 clusters
  Score: Raw -58914679.080446 + Penalty 15074.649748 = -58899604.430698
  nChanged 6
		SP:Iteration 27Q (9888.360000 sec): 3 clusters
  Score: Raw -58914684.127174 + Penalty 15074.649748 = -58899609.477426
  nChanged 10
		SP:Iteration 28Q (9889.510000 sec): 3 clusters
  Score: Raw -58914695.104020 + Penalty 15074.649748 = -58899620.454272
  nChanged 15
		SP:Iteration 29Q (9890.650000 sec): 3 clusters
  Score: Raw -58914710.666543 + Penalty 15074.649748 = -58899636.016795
  nChanged 11
		SP:Iteration 30Q (9891.790000 sec): 3 clusters
  Score: Raw -58914720.513677 + Penalty 15074.649748 = -58899645.863929
  nChanged 8
		SP:Iteration 31Q (9892.940000 sec): 3 clusters
  Score: Raw -58914726.639849 + Penalty 15074.649748 = -58899651.990101
  nChanged 8
		SP:Iteration 32Q (9894.080000 sec): 3 clusters
  Score: Raw -58914734.114273 + Penalty 15074.649748 = -58899659.464524
  nChanged 7
		SP:Iteration 33Q (9895.220000 sec): 3 clusters
  Score: Raw -58914740.059509 + Penalty 15074.649748 = -58899665.409760
  nChanged 9
		SP:Iteration 34Q (9896.370000 sec): 3 clusters
  Score: Raw -58914749.233105 + Penalty 15074.649748 = -58899674.583357
  nChanged 2
		SP:Iteration 35Q (9897.510000 sec): 3 clusters
  Score: Raw -58914749.907695 + Penalty 15074.649748 = -58899675.257946
  nChanged 2
		SP:Iteration 36Q (9898.640000 sec): 3 clusters
  Score: Raw -58914751.245170 + Penalty 15074.649748 = -58899676.595422
  nChanged 0
		SP:Iteration 37F (9900.310000 sec): 3 clusters
  Score: Raw -58914751.245170 + Penalty 15074.649748 = -58899676.595422
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 18 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9900.450000 sec): 2 clusters
  Score: Raw -42404.976568 + Penalty 3322.781886 = -39082.194682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9900.450000 sec): 3 clusters
  Score: Raw -43681.757864 + Penalty 6645.563771 = -37036.194093
  nChanged 26
		SP:Iteration 1F (9900.450000 sec): 3 clusters
  Score: Raw -43943.305396 + Penalty 6645.563771 = -37297.741625
  nChanged 12
		SP:Iteration 2F (9900.450000 sec): 3 clusters
  Score: Raw -44055.264302 + Penalty 6645.563771 = -37409.700530
  nChanged 9
		SP:Iteration 3Q (9900.450000 sec): 3 clusters
  Score: Raw -44120.863065 + Penalty 6645.563771 = -37475.299293
  nChanged 3
		SP:Iteration 4Q (9900.460000 sec): 3 clusters
  Score: Raw -44147.471871 + Penalty 6645.563771 = -37501.908100
  nChanged 1
		SP:Iteration 5Q (9900.460000 sec): 3 clusters
  Score: Raw -44158.884456 + Penalty 6645.563771 = -37513.320685
  nChanged 1
		SP:Iteration 6Q (9900.460000 sec): 3 clusters
  Score: Raw -44182.268930 + Penalty 6645.563771 = -37536.705158
  nChanged 0
		SP:Iteration 7F (9900.460000 sec): 3 clusters
  Score: Raw -44182.268930 + Penalty 6645.563771 = -37536.705158
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 19 (95167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9901.100000 sec): 2 clusters
  Score: Raw -25455529.408100 + Penalty 7021.325470 = -25448508.082631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9901.830000 sec): 3 clusters
  Score: Raw -25397489.869617 + Penalty 14042.650939 = -25383447.218677
  nChanged 43564
		SP:Iteration 1F (9902.560000 sec): 3 clusters
  Score: Raw -25421171.456267 + Penalty 14042.650939 = -25407128.805328
  nChanged 3912
		SP:Iteration 2Q (9903.290000 sec): 3 clusters
  Score: Raw -25422251.995600 + Penalty 14042.650939 = -25408209.344660
  nChanged 3561
		SP:Iteration 3Q (9904.030000 sec): 3 clusters
  Score: Raw -25423200.412076 + Penalty 14042.650939 = -25409157.761136
  nChanged 3411
		SP:Iteration 4Q (9904.770000 sec): 3 clusters
  Score: Raw -25424171.694506 + Penalty 14042.650939 = -25410129.043567
  nChanged 3501
		SP:Iteration 5Q (9905.500000 sec): 3 clusters
  Score: Raw -25425271.011169 + Penalty 14042.650939 = -25411228.360230
  nChanged 3856
		SP:Iteration 6Q (9906.230000 sec): 3 clusters
  Score: Raw -25426747.340224 + Penalty 14042.650939 = -25412704.689284
  nChanged 4469
		SP:Iteration 7Q (9906.960000 sec): 3 clusters
  Score: Raw -25428825.571533 + Penalty 14042.650939 = -25414782.920593
  nChanged 5090
		SP:Iteration 8F (9907.690000 sec): 3 clusters
  Score: Raw -25431502.275651 + Penalty 14042.650939 = -25417459.624712
  nChanged 5562
		SP:Iteration 9F (9908.420000 sec): 3 clusters
  Score: Raw -25434688.702844 + Penalty 14042.650939 = -25420646.051904
  nChanged 5453
		SP:Iteration 10F (9909.150000 sec): 3 clusters
  Score: Raw -25438011.204548 + Penalty 14042.650939 = -25423968.553608
  nChanged 5182
		SP:Iteration 11F (9909.870000 sec): 3 clusters
  Score: Raw -25441291.883743 + Penalty 14042.650939 = -25427249.232804
  nChanged 4715
		SP:Iteration 12Q (9910.610000 sec): 3 clusters
  Score: Raw -25444429.647315 + Penalty 14042.650939 = -25430386.996376
  nChanged 4228
		SP:Iteration 13Q (9911.330000 sec): 3 clusters
  Score: Raw -25447486.655245 + Penalty 14042.650939 = -25433444.004305
  nChanged 3627
		SP:Iteration 14Q (9912.050000 sec): 3 clusters
  Score: Raw -25450342.914497 + Penalty 14042.650939 = -25436300.263558
  nChanged 2818
		SP:Iteration 15Q (9912.760000 sec): 3 clusters
  Score: Raw -25452718.252639 + Penalty 14042.650939 = -25438675.601699
  nChanged 1792
		SP:Iteration 16Q (9913.440000 sec): 3 clusters
  Score: Raw -25454316.077077 + Penalty 14042.650939 = -25440273.426137
  nChanged 979
		SP:Iteration 17Q (9914.070000 sec): 3 clusters
  Score: Raw -25455209.271092 + Penalty 14042.650939 = -25441166.620152
  nChanged 474
		SP:Iteration 18Q (9914.650000 sec): 3 clusters
  Score: Raw -25455658.143321 + Penalty 14042.650939 = -25441615.492382
  nChanged 254
		SP:Iteration 19Q (9915.200000 sec): 3 clusters
  Score: Raw -25455914.564186 + Penalty 14042.650939 = -25441871.913247
  nChanged 148
		SP:Iteration 20F (9915.920000 sec): 3 clusters
  Score: Raw -25456067.755562 + Penalty 14042.650939 = -25442025.104623
  nChanged 91
		SP:Iteration 21Q (9916.440000 sec): 3 clusters
  Score: Raw -25456165.147068 + Penalty 14042.650939 = -25442122.496129
  nChanged 66
		SP:Iteration 22Q (9916.960000 sec): 3 clusters
  Score: Raw -25456236.673080 + Penalty 14042.650939 = -25442194.022140
  nChanged 51
		SP:Iteration 23Q (9917.470000 sec): 3 clusters
  Score: Raw -25456286.366410 + Penalty 14042.650939 = -25442243.715471
  nChanged 26
		SP:Iteration 24Q (9917.980000 sec): 3 clusters
  Score: Raw -25456314.155271 + Penalty 14042.650939 = -25442271.504331
  nChanged 19
		SP:Iteration 25Q (9918.490000 sec): 3 clusters
  Score: Raw -25456334.281142 + Penalty 14042.650939 = -25442291.630202
  nChanged 14
		SP:Iteration 26Q (9918.990000 sec): 3 clusters
  Score: Raw -25456347.400377 + Penalty 14042.650939 = -25442304.749438
  nChanged 14
		SP:Iteration 27Q (9919.500000 sec): 3 clusters
  Score: Raw -25456360.803135 + Penalty 14042.650939 = -25442318.152195
  nChanged 8
		SP:Iteration 28Q (9920.000000 sec): 3 clusters
  Score: Raw -25456368.768269 + Penalty 14042.650939 = -25442326.117329
  nChanged 8
		SP:Iteration 29Q (9920.500000 sec): 3 clusters
  Score: Raw -25456377.997328 + Penalty 14042.650939 = -25442335.346388
  nChanged 5
		SP:Iteration 30Q (9921.000000 sec): 3 clusters
  Score: Raw -25456382.302549 + Penalty 14042.650939 = -25442339.651609
  nChanged 1
		SP:Iteration 31Q (9921.500000 sec): 3 clusters
  Score: Raw -25456383.350391 + Penalty 14042.650939 = -25442340.699451
  nChanged 1
		SP:Iteration 32Q (9922.000000 sec): 3 clusters
  Score: Raw -25456384.516744 + Penalty 14042.650939 = -25442341.865805
  nChanged 1
		SP:Iteration 33Q (9922.500000 sec): 3 clusters
  Score: Raw -25456385.397200 + Penalty 14042.650939 = -25442342.746261
  nChanged 1
		SP:Iteration 34Q (9923.000000 sec): 3 clusters
  Score: Raw -25456386.439013 + Penalty 14042.650939 = -25442343.788073
  nChanged 0
		SP:Iteration 35F (9923.710000 sec): 3 clusters
  Score: Raw -25456386.439013 + Penalty 14042.650939 = -25442343.788073
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 20 (8647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9923.830000 sec): 2 clusters
  Score: Raw -2255173.106915 + Penalty 5552.292728 = -2249620.814187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9923.890000 sec): 3 clusters
  Score: Raw -2251352.304652 + Penalty 11104.585456 = -2240247.719196
  nChanged 3090
		SP:Iteration 1F (9923.950000 sec): 3 clusters
  Score: Raw -2253224.016974 + Penalty 11104.585456 = -2242119.431518
  nChanged 647
		SP:Iteration 2F (9924.020000 sec): 3 clusters
  Score: Raw -2253645.624869 + Penalty 11104.585456 = -2242541.039413
  nChanged 384
		SP:Iteration 3Q (9924.090000 sec): 3 clusters
  Score: Raw -2253881.260545 + Penalty 11104.585456 = -2242776.675089
  nChanged 266
		SP:Iteration 4Q (9924.150000 sec): 3 clusters
  Score: Raw -2254041.008108 + Penalty 11104.585456 = -2242936.422652
  nChanged 230
		SP:Iteration 5Q (9924.220000 sec): 3 clusters
  Score: Raw -2254163.402992 + Penalty 11104.585456 = -2243058.817537
  nChanged 174
		SP:Iteration 6Q (9924.280000 sec): 3 clusters
  Score: Raw -2254247.549716 + Penalty 11104.585456 = -2243142.964260
  nChanged 134
		SP:Iteration 7Q (9924.350000 sec): 3 clusters
  Score: Raw -2254314.467169 + Penalty 11104.585456 = -2243209.881713
  nChanged 138
		SP:Iteration 8Q (9924.420000 sec): 3 clusters
  Score: Raw -2254389.755769 + Penalty 11104.585456 = -2243285.170313
  nChanged 133
		SP:Iteration 9Q (9924.480000 sec): 3 clusters
  Score: Raw -2254462.490057 + Penalty 11104.585456 = -2243357.904602
  nChanged 114
		SP:Iteration 10Q (9924.550000 sec): 3 clusters
  Score: Raw -2254528.627545 + Penalty 11104.585456 = -2243424.042089
  nChanged 119
		SP:Iteration 11Q (9924.610000 sec): 3 clusters
  Score: Raw -2254591.456135 + Penalty 11104.585456 = -2243486.870679
  nChanged 125
		SP:Iteration 12Q (9924.680000 sec): 3 clusters
  Score: Raw -2254660.861133 + Penalty 11104.585456 = -2243556.275677
  nChanged 106
		SP:Iteration 13Q (9924.740000 sec): 3 clusters
  Score: Raw -2254714.992130 + Penalty 11104.585456 = -2243610.406675
  nChanged 99
		SP:Iteration 14Q (9924.810000 sec): 3 clusters
  Score: Raw -2254766.432143 + Penalty 11104.585456 = -2243661.846687
  nChanged 98
		SP:Iteration 15Q (9924.870000 sec): 3 clusters
  Score: Raw -2254817.685480 + Penalty 11104.585456 = -2243713.100024
  nChanged 90
		SP:Iteration 16Q (9924.940000 sec): 3 clusters
  Score: Raw -2254862.674379 + Penalty 11104.585456 = -2243758.088923
  nChanged 84
		SP:Iteration 17Q (9925.000000 sec): 3 clusters
  Score: Raw -2254901.010763 + Penalty 11104.585456 = -2243796.425307
  nChanged 64
		SP:Iteration 18Q (9925.060000 sec): 3 clusters
  Score: Raw -2254930.734759 + Penalty 11104.585456 = -2243826.149303
  nChanged 49
		SP:Iteration 19Q (9925.130000 sec): 3 clusters
  Score: Raw -2254951.870130 + Penalty 11104.585456 = -2243847.284674
  nChanged 48
		SP:Iteration 20F (9925.200000 sec): 3 clusters
  Score: Raw -2254975.171008 + Penalty 11104.585456 = -2243870.585553
  nChanged 55
		SP:Iteration 21Q (9925.260000 sec): 3 clusters
  Score: Raw -2255000.631243 + Penalty 11104.585456 = -2243896.045787
  nChanged 57
		SP:Iteration 22Q (9925.320000 sec): 3 clusters
  Score: Raw -2255029.133543 + Penalty 11104.585456 = -2243924.548087
  nChanged 56
		SP:Iteration 23Q (9925.390000 sec): 3 clusters
  Score: Raw -2255054.513706 + Penalty 11104.585456 = -2243949.928250
  nChanged 58
		SP:Iteration 24Q (9925.450000 sec): 3 clusters
  Score: Raw -2255083.144935 + Penalty 11104.585456 = -2243978.559479
  nChanged 58
		SP:Iteration 25Q (9925.520000 sec): 3 clusters
  Score: Raw -2255111.592837 + Penalty 11104.585456 = -2244007.007381
  nChanged 67
		SP:Iteration 26Q (9925.580000 sec): 3 clusters
  Score: Raw -2255145.549070 + Penalty 11104.585456 = -2244040.963614
  nChanged 70
		SP:Iteration 27Q (9925.640000 sec): 3 clusters
  Score: Raw -2255185.649052 + Penalty 11104.585456 = -2244081.063596
  nChanged 75
		SP:Iteration 28Q (9925.710000 sec): 3 clusters
  Score: Raw -2255226.462492 + Penalty 11104.585456 = -2244121.877037
  nChanged 68
		SP:Iteration 29Q (9925.770000 sec): 3 clusters
  Score: Raw -2255263.937844 + Penalty 11104.585456 = -2244159.352388
  nChanged 63
		SP:Iteration 30Q (9925.840000 sec): 3 clusters
  Score: Raw -2255298.657554 + Penalty 11104.585456 = -2244194.072099
  nChanged 54
		SP:Iteration 31Q (9925.900000 sec): 3 clusters
  Score: Raw -2255329.739103 + Penalty 11104.585456 = -2244225.153647
  nChanged 50
		SP:Iteration 32Q (9925.960000 sec): 3 clusters
  Score: Raw -2255366.940718 + Penalty 11104.585456 = -2244262.355262
  nChanged 60
		SP:Iteration 33Q (9926.030000 sec): 3 clusters
  Score: Raw -2255409.713442 + Penalty 11104.585456 = -2244305.127987
  nChanged 60
		SP:Iteration 34Q (9926.090000 sec): 3 clusters
  Score: Raw -2255453.324562 + Penalty 11104.585456 = -2244348.739106
  nChanged 58
		SP:Iteration 35Q (9926.160000 sec): 3 clusters
  Score: Raw -2255496.054451 + Penalty 11104.585456 = -2244391.468996
  nChanged 57
		SP:Iteration 36Q (9926.220000 sec): 3 clusters
  Score: Raw -2255531.841069 + Penalty 11104.585456 = -2244427.255614
  nChanged 40
		SP:Iteration 37Q (9926.280000 sec): 3 clusters
  Score: Raw -2255556.150130 + Penalty 11104.585456 = -2244451.564674
  nChanged 31
		SP:Iteration 38Q (9926.340000 sec): 3 clusters
  Score: Raw -2255575.439798 + Penalty 11104.585456 = -2244470.854342
  nChanged 29
		SP:Iteration 39Q (9926.410000 sec): 3 clusters
  Score: Raw -2255593.147621 + Penalty 11104.585456 = -2244488.562166
  nChanged 27
		SP:Iteration 40F (9926.470000 sec): 3 clusters
  Score: Raw -2255610.036496 + Penalty 11104.585456 = -2244505.451040
  nChanged 26
		SP:Iteration 41Q (9926.540000 sec): 3 clusters
  Score: Raw -2255625.095683 + Penalty 11104.585456 = -2244520.510227
  nChanged 22
		SP:Iteration 42Q (9926.600000 sec): 3 clusters
  Score: Raw -2255638.216276 + Penalty 11104.585456 = -2244533.630820
  nChanged 20
		SP:Iteration 43Q (9926.660000 sec): 3 clusters
  Score: Raw -2255650.532496 + Penalty 11104.585456 = -2244545.947041
  nChanged 19
		SP:Iteration 44Q (9926.720000 sec): 3 clusters
  Score: Raw -2255663.036035 + Penalty 11104.585456 = -2244558.450579
  nChanged 13
		SP:Iteration 45Q (9926.780000 sec): 3 clusters
  Score: Raw -2255672.380491 + Penalty 11104.585456 = -2244567.795035
  nChanged 13
		SP:Iteration 46Q (9926.840000 sec): 3 clusters
  Score: Raw -2255679.505422 + Penalty 11104.585456 = -2244574.919966
  nChanged 10
		SP:Iteration 47Q (9926.910000 sec): 3 clusters
  Score: Raw -2255685.472584 + Penalty 11104.585456 = -2244580.887128
  nChanged 7
		SP:Iteration 48Q (9926.970000 sec): 3 clusters
  Score: Raw -2255689.162855 + Penalty 11104.585456 = -2244584.577399
  nChanged 5
		SP:Iteration 49Q (9927.030000 sec): 3 clusters
  Score: Raw -2255691.606304 + Penalty 11104.585456 = -2244587.020848
  nChanged 3
		SP:Iteration 50Q (9927.090000 sec): 3 clusters
  Score: Raw -2255693.036560 + Penalty 11104.585456 = -2244588.451104
  nChanged 4
		SP:Iteration 51Q (9927.160000 sec): 3 clusters
  Score: Raw -2255695.150546 + Penalty 11104.585456 = -2244590.565091
  nChanged 5
		SP:Iteration 52Q (9927.220000 sec): 3 clusters
  Score: Raw -2255698.197833 + Penalty 11104.585456 = -2244593.612377
  nChanged 7
		SP:Iteration 53Q (9927.280000 sec): 3 clusters
  Score: Raw -2255702.388961 + Penalty 11104.585456 = -2244597.803505
  nChanged 7
		SP:Iteration 54Q (9927.340000 sec): 3 clusters
  Score: Raw -2255707.089837 + Penalty 11104.585456 = -2244602.504381
  nChanged 7
		SP:Iteration 55Q (9927.400000 sec): 3 clusters
  Score: Raw -2255710.815518 + Penalty 11104.585456 = -2244606.230063
  nChanged 2
		SP:Iteration 56Q (9927.470000 sec): 3 clusters
  Score: Raw -2255711.863922 + Penalty 11104.585456 = -2244607.278466
  nChanged 1
		SP:Iteration 57Q (9927.530000 sec): 3 clusters
  Score: Raw -2255712.110327 + Penalty 11104.585456 = -2244607.524871
  nChanged 0
		SP:Iteration 58F (9927.590000 sec): 3 clusters
  Score: Raw -2255712.110327 + Penalty 11104.585456 = -2244607.524871
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 21 (11780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9927.680000 sec): 2 clusters
  Score: Raw -3041803.730202 + Penalty 5741.672055 = -3036062.058147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9927.760000 sec): 3 clusters
  Score: Raw -3036177.189477 + Penalty 11483.344110 = -3024693.845367
  nChanged 4451
		SP:Iteration 1F (9927.850000 sec): 3 clusters
  Score: Raw -3038951.498774 + Penalty 11483.344110 = -3027468.154664
  nChanged 1009
		SP:Iteration 2F (9927.940000 sec): 3 clusters
  Score: Raw -3039716.240481 + Penalty 11483.344110 = -3028232.896371
  nChanged 737
		SP:Iteration 3F (9928.030000 sec): 3 clusters
  Score: Raw -3040368.776780 + Penalty 11483.344110 = -3028885.432670
  nChanged 693
		SP:Iteration 4F (9928.120000 sec): 3 clusters
  Score: Raw -3041030.649421 + Penalty 11483.344110 = -3029547.305311
  nChanged 699
		SP:Iteration 5F (9928.210000 sec): 3 clusters
  Score: Raw -3041768.361413 + Penalty 11483.344110 = -3030285.017303
  nChanged 646
		SP:Iteration 6F (9928.300000 sec): 3 clusters
  Score: Raw -3042405.648159 + Penalty 11483.344110 = -3030922.304049
  nChanged 543
		SP:Iteration 7Q (9928.390000 sec): 3 clusters
  Score: Raw -3042832.245771 + Penalty 11483.344110 = -3031348.901661
  nChanged 404
		SP:Iteration 8Q (9928.480000 sec): 3 clusters
  Score: Raw -3043127.362615 + Penalty 11483.344110 = -3031644.018505
  nChanged 324
		SP:Iteration 9Q (9928.560000 sec): 3 clusters
  Score: Raw -3043321.633480 + Penalty 11483.344110 = -3031838.289370
  nChanged 245
		SP:Iteration 10Q (9928.650000 sec): 3 clusters
  Score: Raw -3043464.773638 + Penalty 11483.344110 = -3031981.429528
  nChanged 215
		SP:Iteration 11Q (9928.730000 sec): 3 clusters
  Score: Raw -3043582.490985 + Penalty 11483.344110 = -3032099.146875
  nChanged 197
		SP:Iteration 12Q (9928.820000 sec): 3 clusters
  Score: Raw -3043687.972708 + Penalty 11483.344110 = -3032204.628598
  nChanged 165
		SP:Iteration 13Q (9928.900000 sec): 3 clusters
  Score: Raw -3043770.162499 + Penalty 11483.344110 = -3032286.818389
  nChanged 141
		SP:Iteration 14Q (9928.990000 sec): 3 clusters
  Score: Raw -3043838.080200 + Penalty 11483.344110 = -3032354.736090
  nChanged 133
		SP:Iteration 15Q (9929.080000 sec): 3 clusters
  Score: Raw -3043892.992047 + Penalty 11483.344110 = -3032409.647937
  nChanged 93
		SP:Iteration 16Q (9929.160000 sec): 3 clusters
  Score: Raw -3043934.704382 + Penalty 11483.344110 = -3032451.360272
  nChanged 77
		SP:Iteration 17Q (9929.250000 sec): 3 clusters
  Score: Raw -3043964.668408 + Penalty 11483.344110 = -3032481.324298
  nChanged 71
		SP:Iteration 18Q (9929.330000 sec): 3 clusters
  Score: Raw -3043993.937900 + Penalty 11483.344110 = -3032510.593790
  nChanged 72
		SP:Iteration 19Q (9929.420000 sec): 3 clusters
  Score: Raw -3044024.136565 + Penalty 11483.344110 = -3032540.792455
  nChanged 68
		SP:Iteration 20F (9929.510000 sec): 3 clusters
  Score: Raw -3044052.963668 + Penalty 11483.344110 = -3032569.619558
  nChanged 77
		SP:Iteration 21Q (9929.600000 sec): 3 clusters
  Score: Raw -3044085.405910 + Penalty 11483.344110 = -3032602.061800
  nChanged 74
		SP:Iteration 22Q (9929.680000 sec): 3 clusters
  Score: Raw -3044118.360605 + Penalty 11483.344110 = -3032635.016495
  nChanged 79
		SP:Iteration 23Q (9929.760000 sec): 3 clusters
  Score: Raw -3044150.831591 + Penalty 11483.344110 = -3032667.487481
  nChanged 70
		SP:Iteration 24Q (9929.850000 sec): 3 clusters
  Score: Raw -3044176.792727 + Penalty 11483.344110 = -3032693.448617
  nChanged 64
		SP:Iteration 25Q (9929.940000 sec): 3 clusters
  Score: Raw -3044201.018136 + Penalty 11483.344110 = -3032717.674026
  nChanged 63
		SP:Iteration 26Q (9930.020000 sec): 3 clusters
  Score: Raw -3044223.802405 + Penalty 11483.344110 = -3032740.458295
  nChanged 51
		SP:Iteration 27Q (9930.110000 sec): 3 clusters
  Score: Raw -3044242.513994 + Penalty 11483.344110 = -3032759.169884
  nChanged 45
		SP:Iteration 28Q (9930.190000 sec): 3 clusters
  Score: Raw -3044255.417632 + Penalty 11483.344110 = -3032772.073521
  nChanged 35
		SP:Iteration 29Q (9930.280000 sec): 3 clusters
  Score: Raw -3044267.940218 + Penalty 11483.344110 = -3032784.596108
  nChanged 38
		SP:Iteration 30Q (9930.360000 sec): 3 clusters
  Score: Raw -3044280.295339 + Penalty 11483.344110 = -3032796.951229
  nChanged 31
		SP:Iteration 31Q (9930.440000 sec): 3 clusters
  Score: Raw -3044289.608595 + Penalty 11483.344110 = -3032806.264485
  nChanged 28
		SP:Iteration 32Q (9930.530000 sec): 3 clusters
  Score: Raw -3044299.036397 + Penalty 11483.344110 = -3032815.692287
  nChanged 29
		SP:Iteration 33Q (9930.620000 sec): 3 clusters
  Score: Raw -3044307.300343 + Penalty 11483.344110 = -3032823.956233
  nChanged 22
		SP:Iteration 34Q (9930.700000 sec): 3 clusters
  Score: Raw -3044313.234562 + Penalty 11483.344110 = -3032829.890452
  nChanged 23
		SP:Iteration 35Q (9930.780000 sec): 3 clusters
  Score: Raw -3044319.125388 + Penalty 11483.344110 = -3032835.781278
  nChanged 20
		SP:Iteration 36Q (9930.870000 sec): 3 clusters
  Score: Raw -3044324.928398 + Penalty 11483.344110 = -3032841.584287
  nChanged 22
		SP:Iteration 37Q (9930.950000 sec): 3 clusters
  Score: Raw -3044332.393447 + Penalty 11483.344110 = -3032849.049337
  nChanged 21
		SP:Iteration 38Q (9931.040000 sec): 3 clusters
  Score: Raw -3044337.737934 + Penalty 11483.344110 = -3032854.393824
  nChanged 20
		SP:Iteration 39Q (9931.120000 sec): 3 clusters
  Score: Raw -3044343.395509 + Penalty 11483.344110 = -3032860.051399
  nChanged 23
		SP:Iteration 40F (9931.210000 sec): 3 clusters
  Score: Raw -3044348.721243 + Penalty 11483.344110 = -3032865.377133
  nChanged 12
		SP:Iteration 41Q (9931.300000 sec): 3 clusters
  Score: Raw -3044352.216639 + Penalty 11483.344110 = -3032868.872529
  nChanged 11
		SP:Iteration 42Q (9931.380000 sec): 3 clusters
  Score: Raw -3044355.269922 + Penalty 11483.344110 = -3032871.925812
  nChanged 11
		SP:Iteration 43Q (9931.470000 sec): 3 clusters
  Score: Raw -3044358.850375 + Penalty 11483.344110 = -3032875.506265
  nChanged 17
		SP:Iteration 44Q (9931.550000 sec): 3 clusters
  Score: Raw -3044363.033225 + Penalty 11483.344110 = -3032879.689115
  nChanged 12
		SP:Iteration 45Q (9931.640000 sec): 3 clusters
  Score: Raw -3044365.984538 + Penalty 11483.344110 = -3032882.640428
  nChanged 8
		SP:Iteration 46Q (9931.720000 sec): 3 clusters
  Score: Raw -3044368.318036 + Penalty 11483.344110 = -3032884.973926
  nChanged 9
		SP:Iteration 47Q (9931.810000 sec): 3 clusters
  Score: Raw -3044371.207312 + Penalty 11483.344110 = -3032887.863202
  nChanged 4
		SP:Iteration 48Q (9931.890000 sec): 3 clusters
  Score: Raw -3044372.380768 + Penalty 11483.344110 = -3032889.036658
  nChanged 7
		SP:Iteration 49Q (9931.980000 sec): 3 clusters
  Score: Raw -3044373.648948 + Penalty 11483.344110 = -3032890.304838
  nChanged 4
		SP:Iteration 50Q (9932.060000 sec): 3 clusters
  Score: Raw -3044374.358221 + Penalty 11483.344110 = -3032891.014111
  nChanged 2
		SP:Iteration 51Q (9932.150000 sec): 3 clusters
  Score: Raw -3044374.698251 + Penalty 11483.344110 = -3032891.354141
  nChanged 2
		SP:Iteration 52Q (9932.230000 sec): 3 clusters
  Score: Raw -3044375.176772 + Penalty 11483.344110 = -3032891.832662
  nChanged 4
		SP:Iteration 53Q (9932.320000 sec): 3 clusters
  Score: Raw -3044376.583934 + Penalty 11483.344110 = -3032893.239824
  nChanged 5
		SP:Iteration 54Q (9932.400000 sec): 3 clusters
  Score: Raw -3044377.553935 + Penalty 11483.344110 = -3032894.209825
  nChanged 3
		SP:Iteration 55Q (9932.490000 sec): 3 clusters
  Score: Raw -3044378.080744 + Penalty 11483.344110 = -3032894.736634
  nChanged 2
		SP:Iteration 56Q (9932.570000 sec): 3 clusters
  Score: Raw -3044378.546135 + Penalty 11483.344110 = -3032895.202025
  nChanged 4
		SP:Iteration 57Q (9932.660000 sec): 3 clusters
  Score: Raw -3044379.514160 + Penalty 11483.344110 = -3032896.170050
  nChanged 4
		SP:Iteration 58Q (9932.740000 sec): 3 clusters
  Score: Raw -3044380.533005 + Penalty 11483.344110 = -3032897.188895
  nChanged 3
		SP:Iteration 59Q (9932.820000 sec): 3 clusters
  Score: Raw -3044381.383962 + Penalty 11483.344110 = -3032898.039852
  nChanged 2
		SP:Iteration 60F (9932.920000 sec): 3 clusters
  Score: Raw -3044382.020792 + Penalty 11483.344110 = -3032898.676682
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 22 (40130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9933.190000 sec): 2 clusters
  Score: Raw -10238013.727431 + Penalty 6492.426171 = -10231521.301260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9933.500000 sec): 3 clusters
  Score: Raw -10215067.984862 + Penalty 12984.852342 = -10202083.132519
  nChanged 17382
		SP:Iteration 1F (9933.810000 sec): 3 clusters
  Score: Raw -10224429.708028 + Penalty 12984.852342 = -10211444.855685
  nChanged 2417
		SP:Iteration 2F (9934.120000 sec): 3 clusters
  Score: Raw -10225561.349221 + Penalty 12984.852342 = -10212576.496879
  nChanged 2077
		SP:Iteration 3F (9934.440000 sec): 3 clusters
  Score: Raw -10226593.147577 + Penalty 12984.852342 = -10213608.295234
  nChanged 1966
		SP:Iteration 4Q (9934.750000 sec): 3 clusters
  Score: Raw -10227539.283674 + Penalty 12984.852342 = -10214554.431331
  nChanged 1854
		SP:Iteration 5Q (9935.060000 sec): 3 clusters
  Score: Raw -10228434.195067 + Penalty 12984.852342 = -10215449.342724
  nChanged 1720
		SP:Iteration 6Q (9935.380000 sec): 3 clusters
  Score: Raw -10229220.010338 + Penalty 12984.852342 = -10216235.157996
  nChanged 1611
		SP:Iteration 7Q (9935.690000 sec): 3 clusters
  Score: Raw -10229918.416080 + Penalty 12984.852342 = -10216933.563738
  nChanged 1497
		SP:Iteration 8Q (9936.000000 sec): 3 clusters
  Score: Raw -10230570.952799 + Penalty 12984.852342 = -10217586.100457
  nChanged 1449
		SP:Iteration 9Q (9936.310000 sec): 3 clusters
  Score: Raw -10231231.804102 + Penalty 12984.852342 = -10218246.951760
  nChanged 1375
		SP:Iteration 10Q (9936.630000 sec): 3 clusters
  Score: Raw -10231864.317349 + Penalty 12984.852342 = -10218879.465006
  nChanged 1319
		SP:Iteration 11Q (9936.940000 sec): 3 clusters
  Score: Raw -10232483.198457 + Penalty 12984.852342 = -10219498.346115
  nChanged 1254
		SP:Iteration 12Q (9937.250000 sec): 3 clusters
  Score: Raw -10233086.140461 + Penalty 12984.852342 = -10220101.288118
  nChanged 1257
		SP:Iteration 13Q (9937.550000 sec): 3 clusters
  Score: Raw -10233729.832252 + Penalty 12984.852342 = -10220744.979910
  nChanged 1281
		SP:Iteration 14Q (9937.860000 sec): 3 clusters
  Score: Raw -10234454.336616 + Penalty 12984.852342 = -10221469.484274
  nChanged 1274
		SP:Iteration 15Q (9938.160000 sec): 3 clusters
  Score: Raw -10235240.925451 + Penalty 12984.852342 = -10222256.073109
  nChanged 1260
		SP:Iteration 16Q (9938.450000 sec): 3 clusters
  Score: Raw -10236071.683030 + Penalty 12984.852342 = -10223086.830687
  nChanged 1093
		SP:Iteration 17Q (9938.740000 sec): 3 clusters
  Score: Raw -10236849.680450 + Penalty 12984.852342 = -10223864.828108
  nChanged 988
		SP:Iteration 18Q (9939.030000 sec): 3 clusters
  Score: Raw -10237571.944574 + Penalty 12984.852342 = -10224587.092231
  nChanged 793
		SP:Iteration 19Q (9939.310000 sec): 3 clusters
  Score: Raw -10238125.209128 + Penalty 12984.852342 = -10225140.356785
  nChanged 636
		SP:Iteration 20F (9939.620000 sec): 3 clusters
  Score: Raw -10238534.470577 + Penalty 12984.852342 = -10225549.618234
  nChanged 485
		SP:Iteration 21Q (9939.880000 sec): 3 clusters
  Score: Raw -10238831.763482 + Penalty 12984.852342 = -10225846.911139
  nChanged 392
		SP:Iteration 22Q (9940.140000 sec): 3 clusters
  Score: Raw -10239065.466981 + Penalty 12984.852342 = -10226080.614639
  nChanged 292
		SP:Iteration 23Q (9940.400000 sec): 3 clusters
  Score: Raw -10239244.614353 + Penalty 12984.852342 = -10226259.762011
  nChanged 242
		SP:Iteration 24Q (9940.650000 sec): 3 clusters
  Score: Raw -10239379.371401 + Penalty 12984.852342 = -10226394.519058
  nChanged 184
		SP:Iteration 25Q (9940.890000 sec): 3 clusters
  Score: Raw -10239481.224316 + Penalty 12984.852342 = -10226496.371974
  nChanged 165
		SP:Iteration 26Q (9941.140000 sec): 3 clusters
  Score: Raw -10239579.573649 + Penalty 12984.852342 = -10226594.721306
  nChanged 144
		SP:Iteration 27Q (9941.380000 sec): 3 clusters
  Score: Raw -10239670.460040 + Penalty 12984.852342 = -10226685.607698
  nChanged 120
		SP:Iteration 28Q (9941.620000 sec): 3 clusters
  Score: Raw -10239750.223874 + Penalty 12984.852342 = -10226765.371531
  nChanged 120
		SP:Iteration 29Q (9941.860000 sec): 3 clusters
  Score: Raw -10239830.297392 + Penalty 12984.852342 = -10226845.445050
  nChanged 100
		SP:Iteration 30Q (9942.100000 sec): 3 clusters
  Score: Raw -10239912.334624 + Penalty 12984.852342 = -10226927.482282
  nChanged 88
		SP:Iteration 31Q (9942.340000 sec): 3 clusters
  Score: Raw -10239964.739317 + Penalty 12984.852342 = -10226979.886974
  nChanged 58
		SP:Iteration 32Q (9942.580000 sec): 3 clusters
  Score: Raw -10239989.401639 + Penalty 12984.852342 = -10227004.549296
  nChanged 40
		SP:Iteration 33Q (9942.810000 sec): 3 clusters
  Score: Raw -10240004.068102 + Penalty 12984.852342 = -10227019.215760
  nChanged 21
		SP:Iteration 34Q (9943.040000 sec): 3 clusters
  Score: Raw -10240011.678129 + Penalty 12984.852342 = -10227026.825787
  nChanged 18
		SP:Iteration 35Q (9943.280000 sec): 3 clusters
  Score: Raw -10240019.420519 + Penalty 12984.852342 = -10227034.568176
  nChanged 18
		SP:Iteration 36Q (9943.510000 sec): 3 clusters
  Score: Raw -10240027.963763 + Penalty 12984.852342 = -10227043.111420
  nChanged 18
		SP:Iteration 37Q (9943.740000 sec): 3 clusters
  Score: Raw -10240035.121502 + Penalty 12984.852342 = -10227050.269160
  nChanged 17
		SP:Iteration 38Q (9943.980000 sec): 3 clusters
  Score: Raw -10240042.169639 + Penalty 12984.852342 = -10227057.317297
  nChanged 11
		SP:Iteration 39Q (9944.210000 sec): 3 clusters
  Score: Raw -10240047.633393 + Penalty 12984.852342 = -10227062.781051
  nChanged 14
		SP:Iteration 40F (9944.520000 sec): 3 clusters
  Score: Raw -10240053.337428 + Penalty 12984.852342 = -10227068.485085
  nChanged 13
		SP:Iteration 41Q (9944.760000 sec): 3 clusters
  Score: Raw -10240057.822853 + Penalty 12984.852342 = -10227072.970511
  nChanged 9
		SP:Iteration 42Q (9944.990000 sec): 3 clusters
  Score: Raw -10240061.307571 + Penalty 12984.852342 = -10227076.455229
  nChanged 7
		SP:Iteration 43Q (9945.230000 sec): 3 clusters
  Score: Raw -10240063.899980 + Penalty 12984.852342 = -10227079.047638
  nChanged 8
		SP:Iteration 44Q (9945.460000 sec): 3 clusters
  Score: Raw -10240067.452929 + Penalty 12984.852342 = -10227082.600587
  nChanged 9
		SP:Iteration 45Q (9945.700000 sec): 3 clusters
  Score: Raw -10240071.795797 + Penalty 12984.852342 = -10227086.943455
  nChanged 16
		SP:Iteration 46Q (9945.930000 sec): 3 clusters
  Score: Raw -10240078.264774 + Penalty 12984.852342 = -10227093.412432
  nChanged 9
		SP:Iteration 47Q (9946.160000 sec): 3 clusters
  Score: Raw -10240081.482929 + Penalty 12984.852342 = -10227096.630587
  nChanged 11
		SP:Iteration 48Q (9946.400000 sec): 3 clusters
  Score: Raw -10240086.074871 + Penalty 12984.852342 = -10227101.222528
  nChanged 10
		SP:Iteration 49Q (9946.630000 sec): 3 clusters
  Score: Raw -10240090.640917 + Penalty 12984.852342 = -10227105.788575
  nChanged 8
		SP:Iteration 50Q (9946.860000 sec): 3 clusters
  Score: Raw -10240094.344820 + Penalty 12984.852342 = -10227109.492477
  nChanged 10
		SP:Iteration 51Q (9947.100000 sec): 3 clusters
  Score: Raw -10240098.100257 + Penalty 12984.852342 = -10227113.247915
  nChanged 5
		SP:Iteration 52Q (9947.330000 sec): 3 clusters
  Score: Raw -10240099.906867 + Penalty 12984.852342 = -10227115.054525
  nChanged 3
		SP:Iteration 53Q (9947.570000 sec): 3 clusters
  Score: Raw -10240100.738335 + Penalty 12984.852342 = -10227115.885992
  nChanged 2
		SP:Iteration 54Q (9947.800000 sec): 3 clusters
  Score: Raw -10240101.790539 + Penalty 12984.852342 = -10227116.938196
  nChanged 4
		SP:Iteration 55Q (9948.040000 sec): 3 clusters
  Score: Raw -10240103.388222 + Penalty 12984.852342 = -10227118.535880
  nChanged 8
		SP:Iteration 56Q (9948.270000 sec): 3 clusters
  Score: Raw -10240106.199363 + Penalty 12984.852342 = -10227121.347021
  nChanged 2
		SP:Iteration 57Q (9948.500000 sec): 3 clusters
  Score: Raw -10240106.893241 + Penalty 12984.852342 = -10227122.040899
  nChanged 1
		SP:Iteration 58Q (9948.740000 sec): 3 clusters
  Score: Raw -10240107.325136 + Penalty 12984.852342 = -10227122.472794
  nChanged 0
		SP:Iteration 59F (9949.050000 sec): 3 clusters
  Score: Raw -10240107.325136 + Penalty 12984.852342 = -10227122.472794
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 23 (28697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9949.240000 sec): 2 clusters
  Score: Raw -7625424.647245 + Penalty 6287.035568 = -7619137.611677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9949.460000 sec): 3 clusters
  Score: Raw -7609752.739234 + Penalty 12574.071137 = -7597178.668097
  nChanged 12048
		SP:Iteration 1F (9949.680000 sec): 3 clusters
  Score: Raw -7616199.092747 + Penalty 12574.071137 = -7603625.021611
  nChanged 1803
		SP:Iteration 2F (9949.900000 sec): 3 clusters
  Score: Raw -7617007.745847 + Penalty 12574.071137 = -7604433.674711
  nChanged 1510
		SP:Iteration 3F (9950.120000 sec): 3 clusters
  Score: Raw -7617689.158955 + Penalty 12574.071137 = -7605115.087819
  nChanged 1360
		SP:Iteration 4Q (9950.340000 sec): 3 clusters
  Score: Raw -7618327.934641 + Penalty 12574.071137 = -7605753.863504
  nChanged 1290
		SP:Iteration 5Q (9950.560000 sec): 3 clusters
  Score: Raw -7618977.360994 + Penalty 12574.071137 = -7606403.289857
  nChanged 1306
		SP:Iteration 6Q (9950.780000 sec): 3 clusters
  Score: Raw -7619758.929282 + Penalty 12574.071137 = -7607184.858146
  nChanged 1460
		SP:Iteration 7F (9951.000000 sec): 3 clusters
  Score: Raw -7620693.415902 + Penalty 12574.071137 = -7608119.344765
  nChanged 1471
		SP:Iteration 8F (9951.220000 sec): 3 clusters
  Score: Raw -7621687.959295 + Penalty 12574.071137 = -7609113.888159
  nChanged 1467
		SP:Iteration 9F (9951.440000 sec): 3 clusters
  Score: Raw -7622673.944247 + Penalty 12574.071137 = -7610099.873110
  nChanged 1342
		SP:Iteration 10Q (9951.660000 sec): 3 clusters
  Score: Raw -7623556.452165 + Penalty 12574.071137 = -7610982.381028
  nChanged 1164
		SP:Iteration 11Q (9951.880000 sec): 3 clusters
  Score: Raw -7624296.211659 + Penalty 12574.071137 = -7611722.140523
  nChanged 988
		SP:Iteration 12Q (9952.100000 sec): 3 clusters
  Score: Raw -7624860.469554 + Penalty 12574.071137 = -7612286.398417
  nChanged 731
		SP:Iteration 13Q (9952.320000 sec): 3 clusters
  Score: Raw -7625232.818658 + Penalty 12574.071137 = -7612658.747521
  nChanged 595
		SP:Iteration 14Q (9952.530000 sec): 3 clusters
  Score: Raw -7625539.479397 + Penalty 12574.071137 = -7612965.408260
  nChanged 468
		SP:Iteration 15Q (9952.750000 sec): 3 clusters
  Score: Raw -7625790.565431 + Penalty 12574.071137 = -7613216.494294
  nChanged 423
		SP:Iteration 16Q (9952.960000 sec): 3 clusters
  Score: Raw -7626020.105145 + Penalty 12574.071137 = -7613446.034008
  nChanged 345
		SP:Iteration 17Q (9953.170000 sec): 3 clusters
  Score: Raw -7626173.304189 + Penalty 12574.071137 = -7613599.233052
  nChanged 261
		SP:Iteration 18Q (9953.380000 sec): 3 clusters
  Score: Raw -7626291.953913 + Penalty 12574.071137 = -7613717.882776
  nChanged 203
		SP:Iteration 19Q (9953.600000 sec): 3 clusters
  Score: Raw -7626381.581546 + Penalty 12574.071137 = -7613807.510409
  nChanged 173
		SP:Iteration 20F (9953.820000 sec): 3 clusters
  Score: Raw -7626458.148758 + Penalty 12574.071137 = -7613884.077622
  nChanged 138
		SP:Iteration 21Q (9954.020000 sec): 3 clusters
  Score: Raw -7626521.589882 + Penalty 12574.071137 = -7613947.518746
  nChanged 122
		SP:Iteration 22Q (9954.230000 sec): 3 clusters
  Score: Raw -7626577.875297 + Penalty 12574.071137 = -7614003.804160
  nChanged 106
		SP:Iteration 23Q (9954.440000 sec): 3 clusters
  Score: Raw -7626623.936487 + Penalty 12574.071137 = -7614049.865351
  nChanged 89
		SP:Iteration 24Q (9954.640000 sec): 3 clusters
  Score: Raw -7626661.253928 + Penalty 12574.071137 = -7614087.182792
  nChanged 79
		SP:Iteration 25Q (9954.850000 sec): 3 clusters
  Score: Raw -7626692.062878 + Penalty 12574.071137 = -7614117.991741
  nChanged 60
		SP:Iteration 26Q (9955.050000 sec): 3 clusters
  Score: Raw -7626714.294765 + Penalty 12574.071137 = -7614140.223628
  nChanged 49
		SP:Iteration 27Q (9955.260000 sec): 3 clusters
  Score: Raw -7626732.087581 + Penalty 12574.071137 = -7614158.016444
  nChanged 41
		SP:Iteration 28Q (9955.460000 sec): 3 clusters
  Score: Raw -7626747.927847 + Penalty 12574.071137 = -7614173.856710
  nChanged 44
		SP:Iteration 29Q (9955.660000 sec): 3 clusters
  Score: Raw -7626764.181190 + Penalty 12574.071137 = -7614190.110053
  nChanged 39
		SP:Iteration 30Q (9955.860000 sec): 3 clusters
  Score: Raw -7626781.082583 + Penalty 12574.071137 = -7614207.011446
  nChanged 37
		SP:Iteration 31Q (9956.060000 sec): 3 clusters
  Score: Raw -7626795.358305 + Penalty 12574.071137 = -7614221.287168
  nChanged 35
		SP:Iteration 32Q (9956.260000 sec): 3 clusters
  Score: Raw -7626809.674077 + Penalty 12574.071137 = -7614235.602940
  nChanged 35
		SP:Iteration 33Q (9956.470000 sec): 3 clusters
  Score: Raw -7626824.099482 + Penalty 12574.071137 = -7614250.028346
  nChanged 32
		SP:Iteration 34Q (9956.670000 sec): 3 clusters
  Score: Raw -7626836.181053 + Penalty 12574.071137 = -7614262.109916
  nChanged 25
		SP:Iteration 35Q (9956.870000 sec): 3 clusters
  Score: Raw -7626844.070024 + Penalty 12574.071137 = -7614269.998887
  nChanged 11
		SP:Iteration 36Q (9957.070000 sec): 3 clusters
  Score: Raw -7626847.825142 + Penalty 12574.071137 = -7614273.754006
  nChanged 10
		SP:Iteration 37Q (9957.270000 sec): 3 clusters
  Score: Raw -7626851.038671 + Penalty 12574.071137 = -7614276.967534
  nChanged 6
		SP:Iteration 38Q (9957.470000 sec): 3 clusters
  Score: Raw -7626853.156286 + Penalty 12574.071137 = -7614279.085149
  nChanged 6
		SP:Iteration 39Q (9957.660000 sec): 3 clusters
  Score: Raw -7626854.614179 + Penalty 12574.071137 = -7614280.543043
  nChanged 6
		SP:Iteration 40F (9957.880000 sec): 3 clusters
  Score: Raw -7626856.642890 + Penalty 12574.071137 = -7614282.571753
  nChanged 7
		SP:Iteration 41Q (9958.080000 sec): 3 clusters
  Score: Raw -7626858.989910 + Penalty 12574.071137 = -7614284.918774
  nChanged 6
		SP:Iteration 42Q (9958.280000 sec): 3 clusters
  Score: Raw -7626860.646336 + Penalty 12574.071137 = -7614286.575199
  nChanged 9
		SP:Iteration 43Q (9958.480000 sec): 3 clusters
  Score: Raw -7626863.859906 + Penalty 12574.071137 = -7614289.788769
  nChanged 7
		SP:Iteration 44Q (9958.680000 sec): 3 clusters
  Score: Raw -7626866.249713 + Penalty 12574.071137 = -7614292.178576
  nChanged 4
		SP:Iteration 45Q (9958.880000 sec): 3 clusters
  Score: Raw -7626867.781593 + Penalty 12574.071137 = -7614293.710456
  nChanged 5
		SP:Iteration 46Q (9959.080000 sec): 3 clusters
  Score: Raw -7626869.771006 + Penalty 12574.071137 = -7614295.699869
  nChanged 5
		SP:Iteration 47Q (9959.280000 sec): 3 clusters
  Score: Raw -7626871.294425 + Penalty 12574.071137 = -7614297.223289
  nChanged 3
		SP:Iteration 48Q (9959.480000 sec): 3 clusters
  Score: Raw -7626872.293673 + Penalty 12574.071137 = -7614298.222537
  nChanged 2
		SP:Iteration 49Q (9959.680000 sec): 3 clusters
  Score: Raw -7626873.201543 + Penalty 12574.071137 = -7614299.130407
  nChanged 4
		SP:Iteration 50Q (9959.880000 sec): 3 clusters
  Score: Raw -7626874.386079 + Penalty 12574.071137 = -7614300.314943
  nChanged 8
		SP:Iteration 51Q (9960.080000 sec): 3 clusters
  Score: Raw -7626877.639667 + Penalty 12574.071137 = -7614303.568530
  nChanged 10
		SP:Iteration 52Q (9960.280000 sec): 3 clusters
  Score: Raw -7626881.945999 + Penalty 12574.071137 = -7614307.874862
  nChanged 20
		SP:Iteration 53Q (9960.480000 sec): 3 clusters
  Score: Raw -7626888.504467 + Penalty 12574.071137 = -7614314.433330
  nChanged 13
		SP:Iteration 54Q (9960.680000 sec): 3 clusters
  Score: Raw -7626892.049604 + Penalty 12574.071137 = -7614317.978467
  nChanged 8
		SP:Iteration 55Q (9960.880000 sec): 3 clusters
  Score: Raw -7626894.316240 + Penalty 12574.071137 = -7614320.245104
  nChanged 7
		SP:Iteration 56Q (9961.070000 sec): 3 clusters
  Score: Raw -7626896.303492 + Penalty 12574.071137 = -7614322.232355
  nChanged 3
		SP:Iteration 57Q (9961.270000 sec): 3 clusters
  Score: Raw -7626897.348076 + Penalty 12574.071137 = -7614323.276939
  nChanged 2
		SP:Iteration 58Q (9961.470000 sec): 3 clusters
  Score: Raw -7626897.695701 + Penalty 12574.071137 = -7614323.624564
  nChanged 2
		SP:Iteration 59Q (9961.660000 sec): 3 clusters
  Score: Raw -7626898.247983 + Penalty 12574.071137 = -7614324.176847
  nChanged 3
		SP:Iteration 60F (9961.880000 sec): 3 clusters
  Score: Raw -7626899.127971 + Penalty 12574.071137 = -7614325.056834
  nChanged 2
		SP:Iteration 61Q (9962.080000 sec): 3 clusters
  Score: Raw -7626899.628477 + Penalty 12574.071137 = -7614325.557340
  nChanged 0
		SP:Iteration 62F (9962.300000 sec): 3 clusters
  Score: Raw -7626899.628477 + Penalty 12574.071137 = -7614325.557340
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 24 (29332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9962.480000 sec): 2 clusters
  Score: Raw -7740658.013992 + Penalty 6300.441039 = -7734357.572953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9962.710000 sec): 3 clusters
  Score: Raw -7724609.131046 + Penalty 12600.882078 = -7712008.248968
  nChanged 12340
		SP:Iteration 1F (9962.930000 sec): 3 clusters
  Score: Raw -7731310.685451 + Penalty 12600.882078 = -7718709.803374
  nChanged 1961
		SP:Iteration 2F (9963.160000 sec): 3 clusters
  Score: Raw -7732459.402554 + Penalty 12600.882078 = -7719858.520476
  nChanged 1832
		SP:Iteration 3F (9963.380000 sec): 3 clusters
  Score: Raw -7733721.033743 + Penalty 12600.882078 = -7721120.151665
  nChanged 1836
		SP:Iteration 4F (9963.600000 sec): 3 clusters
  Score: Raw -7735124.597923 + Penalty 12600.882078 = -7722523.715846
  nChanged 1869
		SP:Iteration 5F (9963.820000 sec): 3 clusters
  Score: Raw -7736642.786041 + Penalty 12600.882078 = -7724041.903963
  nChanged 1810
		SP:Iteration 6F (9964.040000 sec): 3 clusters
  Score: Raw -7738349.893872 + Penalty 12600.882078 = -7725749.011794
  nChanged 1843
		SP:Iteration 7F (9964.270000 sec): 3 clusters
  Score: Raw -7740519.413575 + Penalty 12600.882078 = -7727918.531497
  nChanged 1925
		SP:Iteration 8F (9964.490000 sec): 3 clusters
  Score: Raw -7743393.119541 + Penalty 12600.882078 = -7730792.237463
  nChanged 1946
		SP:Iteration 9F (9964.720000 sec): 3 clusters
  Score: Raw -7746335.769107 + Penalty 12600.882078 = -7733734.887029
  nChanged 1699
		SP:Iteration 10F (9964.940000 sec): 3 clusters
  Score: Raw -7748648.629846 + Penalty 12600.882078 = -7736047.747768
  nChanged 1169
		SP:Iteration 11Q (9965.130000 sec): 3 clusters
  Score: Raw -7750177.295835 + Penalty 12600.882078 = -7737576.413757
  nChanged 719
		SP:Iteration 12Q (9965.310000 sec): 3 clusters
  Score: Raw -7750969.358166 + Penalty 12600.882078 = -7738368.476089
  nChanged 411
		SP:Iteration 13Q (9965.490000 sec): 3 clusters
  Score: Raw -7751263.406008 + Penalty 12600.882078 = -7738662.523930
  nChanged 239
		SP:Iteration 14Q (9965.660000 sec): 3 clusters
  Score: Raw -7751379.377169 + Penalty 12600.882078 = -7738778.495091
  nChanged 138
		SP:Iteration 15Q (9965.840000 sec): 3 clusters
  Score: Raw -7751425.319136 + Penalty 12600.882078 = -7738824.437058
  nChanged 100
		SP:Iteration 16Q (9966.010000 sec): 3 clusters
  Score: Raw -7751452.477244 + Penalty 12600.882078 = -7738851.595166
  nChanged 75
		SP:Iteration 17Q (9966.180000 sec): 3 clusters
  Score: Raw -7751470.594462 + Penalty 12600.882078 = -7738869.712384
  nChanged 52
		SP:Iteration 18Q (9966.350000 sec): 3 clusters
  Score: Raw -7751481.750977 + Penalty 12600.882078 = -7738880.868899
  nChanged 47
		SP:Iteration 19Q (9966.520000 sec): 3 clusters
  Score: Raw -7751491.968769 + Penalty 12600.882078 = -7738891.086691
  nChanged 48
		SP:Iteration 20F (9966.740000 sec): 3 clusters
  Score: Raw -7751501.906603 + Penalty 12600.882078 = -7738901.024526
  nChanged 31
		SP:Iteration 21Q (9966.910000 sec): 3 clusters
  Score: Raw -7751508.633531 + Penalty 12600.882078 = -7738907.751453
  nChanged 36
		SP:Iteration 22Q (9967.080000 sec): 3 clusters
  Score: Raw -7751515.038947 + Penalty 12600.882078 = -7738914.156869
  nChanged 17
		SP:Iteration 23Q (9967.250000 sec): 3 clusters
  Score: Raw -7751517.034767 + Penalty 12600.882078 = -7738916.152689
  nChanged 9
		SP:Iteration 24Q (9967.420000 sec): 3 clusters
  Score: Raw -7751518.225366 + Penalty 12600.882078 = -7738917.343288
  nChanged 7
		SP:Iteration 25Q (9967.600000 sec): 3 clusters
  Score: Raw -7751518.948264 + Penalty 12600.882078 = -7738918.066186
  nChanged 3
		SP:Iteration 26Q (9967.760000 sec): 3 clusters
  Score: Raw -7751519.270951 + Penalty 12600.882078 = -7738918.388874
  nChanged 2
		SP:Iteration 27Q (9967.940000 sec): 3 clusters
  Score: Raw -7751519.474799 + Penalty 12600.882078 = -7738918.592721
  nChanged 2
		SP:Iteration 28Q (9968.110000 sec): 3 clusters
  Score: Raw -7751519.725522 + Penalty 12600.882078 = -7738918.843444
  nChanged 1
		SP:Iteration 29Q (9968.280000 sec): 3 clusters
  Score: Raw -7751519.833875 + Penalty 12600.882078 = -7738918.951798
  nChanged 1
		SP:Iteration 30Q (9968.450000 sec): 3 clusters
  Score: Raw -7751519.944229 + Penalty 12600.882078 = -7738919.062151
  nChanged 0
		SP:Iteration 31F (9968.670000 sec): 3 clusters
  Score: Raw -7751519.944229 + Penalty 12600.882078 = -7738919.062151
  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 23.66 GB.

 Trying to split cluster 25 (46347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9968.970000 sec): 2 clusters
  Score: Raw -12162508.874606 + Penalty 6580.646004 = -12155928.228602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9969.330000 sec): 3 clusters
  Score: Raw -12135731.073440 + Penalty 13161.292009 = -12122569.781431
  nChanged 20297
		SP:Iteration 1F (9969.680000 sec): 3 clusters
  Score: Raw -12146496.613863 + Penalty 13161.292009 = -12133335.321855
  nChanged 2453
		SP:Iteration 2F (9970.030000 sec): 3 clusters
  Score: Raw -12147516.262515 + Penalty 13161.292009 = -12134354.970506
  nChanged 2210
		SP:Iteration 3Q (9970.390000 sec): 3 clusters
  Score: Raw -12148551.537749 + Penalty 13161.292009 = -12135390.245740
  nChanged 2046
		SP:Iteration 4Q (9970.740000 sec): 3 clusters
  Score: Raw -12149568.367025 + Penalty 13161.292009 = -12136407.075016
  nChanged 2006
		SP:Iteration 5Q (9971.100000 sec): 3 clusters
  Score: Raw -12150602.771660 + Penalty 13161.292009 = -12137441.479651
  nChanged 1998
		SP:Iteration 6Q (9971.450000 sec): 3 clusters
  Score: Raw -12151635.867696 + Penalty 13161.292009 = -12138474.575687
  nChanged 1987
		SP:Iteration 7Q (9971.800000 sec): 3 clusters
  Score: Raw -12152589.270292 + Penalty 13161.292009 = -12139427.978283
  nChanged 1881
		SP:Iteration 8Q (9972.150000 sec): 3 clusters
  Score: Raw -12153490.322160 + Penalty 13161.292009 = -12140329.030151
  nChanged 1816
		SP:Iteration 9Q (9972.500000 sec): 3 clusters
  Score: Raw -12154313.894219 + Penalty 13161.292009 = -12141152.602210
  nChanged 1705
		SP:Iteration 10Q (9972.840000 sec): 3 clusters
  Score: Raw -12155035.856653 + Penalty 13161.292009 = -12141874.564644
  nChanged 1583
		SP:Iteration 11Q (9973.180000 sec): 3 clusters
  Score: Raw -12155697.741973 + Penalty 13161.292009 = -12142536.449965
  nChanged 1469
		SP:Iteration 12Q (9973.520000 sec): 3 clusters
  Score: Raw -12156277.969937 + Penalty 13161.292009 = -12143116.677928
  nChanged 1397
		SP:Iteration 13Q (9973.860000 sec): 3 clusters
  Score: Raw -12156784.513360 + Penalty 13161.292009 = -12143623.221351
  nChanged 1171
		SP:Iteration 14Q (9974.190000 sec): 3 clusters
  Score: Raw -12157169.236007 + Penalty 13161.292009 = -12144007.943998
  nChanged 1032
		SP:Iteration 15Q (9974.520000 sec): 3 clusters
  Score: Raw -12157507.620830 + Penalty 13161.292009 = -12144346.328821
  nChanged 997
		SP:Iteration 16Q (9974.860000 sec): 3 clusters
  Score: Raw -12157830.847559 + Penalty 13161.292009 = -12144669.555550
  nChanged 896
		SP:Iteration 17Q (9975.190000 sec): 3 clusters
  Score: Raw -12158121.781683 + Penalty 13161.292009 = -12144960.489674
  nChanged 898
		SP:Iteration 18Q (9975.520000 sec): 3 clusters
  Score: Raw -12158421.328827 + Penalty 13161.292009 = -12145260.036818
  nChanged 912
		SP:Iteration 19Q (9975.840000 sec): 3 clusters
  Score: Raw -12158727.182393 + Penalty 13161.292009 = -12145565.890384
  nChanged 828
		SP:Iteration 20F (9976.190000 sec): 3 clusters
  Score: Raw -12159003.268847 + Penalty 13161.292009 = -12145841.976838
  nChanged 810
		SP:Iteration 21Q (9976.520000 sec): 3 clusters
  Score: Raw -12159275.907239 + Penalty 13161.292009 = -12146114.615230
  nChanged 805
		SP:Iteration 22Q (9976.840000 sec): 3 clusters
  Score: Raw -12159550.769874 + Penalty 13161.292009 = -12146389.477865
  nChanged 748
		SP:Iteration 23Q (9977.160000 sec): 3 clusters
  Score: Raw -12159803.899315 + Penalty 13161.292009 = -12146642.607306
  nChanged 737
		SP:Iteration 24Q (9977.470000 sec): 3 clusters
  Score: Raw -12160073.131022 + Penalty 13161.292009 = -12146911.839014
  nChanged 732
		SP:Iteration 25Q (9977.790000 sec): 3 clusters
  Score: Raw -12160340.493783 + Penalty 13161.292009 = -12147179.201775
  nChanged 709
		SP:Iteration 26Q (9978.100000 sec): 3 clusters
  Score: Raw -12160601.004473 + Penalty 13161.292009 = -12147439.712464
  nChanged 676
		SP:Iteration 27Q (9978.390000 sec): 3 clusters
  Score: Raw -12160852.338430 + Penalty 13161.292009 = -12147691.046422
  nChanged 639
		SP:Iteration 28Q (9978.690000 sec): 3 clusters
  Score: Raw -12161100.652730 + Penalty 13161.292009 = -12147939.360721
  nChanged 602
		SP:Iteration 29Q (9978.990000 sec): 3 clusters
  Score: Raw -12161330.575153 + Penalty 13161.292009 = -12148169.283144
  nChanged 558
		SP:Iteration 30Q (9979.290000 sec): 3 clusters
  Score: Raw -12161570.415375 + Penalty 13161.292009 = -12148409.123366
  nChanged 569
		SP:Iteration 31Q (9979.580000 sec): 3 clusters
  Score: Raw -12161804.734690 + Penalty 13161.292009 = -12148643.442681
  nChanged 472
		SP:Iteration 32Q (9979.880000 sec): 3 clusters
  Score: Raw -12162004.055138 + Penalty 13161.292009 = -12148842.763129
  nChanged 433
		SP:Iteration 33Q (9980.160000 sec): 3 clusters
  Score: Raw -12162184.275170 + Penalty 13161.292009 = -12149022.983162
  nChanged 381
		SP:Iteration 34Q (9980.450000 sec): 3 clusters
  Score: Raw -12162338.448468 + Penalty 13161.292009 = -12149177.156459
  nChanged 331
		SP:Iteration 35Q (9980.740000 sec): 3 clusters
  Score: Raw -12162469.235347 + Penalty 13161.292009 = -12149307.943338
  nChanged 278
		SP:Iteration 36Q (9981.020000 sec): 3 clusters
  Score: Raw -12162578.663929 + Penalty 13161.292009 = -12149417.371921
  nChanged 236
		SP:Iteration 37Q (9981.300000 sec): 3 clusters
  Score: Raw -12162668.414021 + Penalty 13161.292009 = -12149507.122012
  nChanged 190
		SP:Iteration 38Q (9981.570000 sec): 3 clusters
  Score: Raw -12162742.512845 + Penalty 13161.292009 = -12149581.220836
  nChanged 188
		SP:Iteration 39Q (9981.850000 sec): 3 clusters
  Score: Raw -12162810.452145 + Penalty 13161.292009 = -12149649.160136
  nChanged 131
		SP:Iteration 40F (9982.200000 sec): 3 clusters
  Score: Raw -12162858.926334 + Penalty 13161.292009 = -12149697.634325
  nChanged 120
		SP:Iteration 41Q (9982.470000 sec): 3 clusters
  Score: Raw -12162904.472288 + Penalty 13161.292009 = -12149743.180279
  nChanged 116
		SP:Iteration 42Q (9982.740000 sec): 3 clusters
  Score: Raw -12162949.203755 + Penalty 13161.292009 = -12149787.911746
  nChanged 98
		SP:Iteration 43Q (9983.010000 sec): 3 clusters
  Score: Raw -12162988.539742 + Penalty 13161.292009 = -12149827.247734
  nChanged 85
		SP:Iteration 44Q (9983.280000 sec): 3 clusters
  Score: Raw -12163022.968755 + Penalty 13161.292009 = -12149861.676746
  nChanged 73
		SP:Iteration 45Q (9983.550000 sec): 3 clusters
  Score: Raw -12163055.065046 + Penalty 13161.292009 = -12149893.773037
  nChanged 86
		SP:Iteration 46Q (9983.820000 sec): 3 clusters
  Score: Raw -12163094.670429 + Penalty 13161.292009 = -12149933.378420
  nChanged 97
		SP:Iteration 47Q (9984.080000 sec): 3 clusters
  Score: Raw -12163138.650971 + Penalty 13161.292009 = -12149977.358962
  nChanged 84
		SP:Iteration 48Q (9984.350000 sec): 3 clusters
  Score: Raw -12163172.786365 + Penalty 13161.292009 = -12150011.494356
  nChanged 76
		SP:Iteration 49Q (9984.610000 sec): 3 clusters
  Score: Raw -12163203.509852 + Penalty 13161.292009 = -12150042.217843
  nChanged 76
		SP:Iteration 50Q (9984.880000 sec): 3 clusters
  Score: Raw -12163234.743396 + Penalty 13161.292009 = -12150073.451387
  nChanged 56
		SP:Iteration 51Q (9985.140000 sec): 3 clusters
  Score: Raw -12163261.630102 + Penalty 13161.292009 = -12150100.338093
  nChanged 53
		SP:Iteration 52Q (9985.400000 sec): 3 clusters
  Score: Raw -12163285.640068 + Penalty 13161.292009 = -12150124.348059
  nChanged 34
		SP:Iteration 53Q (9985.660000 sec): 3 clusters
  Score: Raw -12163298.788217 + Penalty 13161.292009 = -12150137.496208
  nChanged 33
		SP:Iteration 54Q (9985.920000 sec): 3 clusters
  Score: Raw -12163311.265043 + Penalty 13161.292009 = -12150149.973034
  nChanged 27
		SP:Iteration 55Q (9986.180000 sec): 3 clusters
  Score: Raw -12163321.293061 + Penalty 13161.292009 = -12150160.001052
  nChanged 27
		SP:Iteration 56Q (9986.440000 sec): 3 clusters
  Score: Raw -12163332.539127 + Penalty 13161.292009 = -12150171.247118
  nChanged 19
		SP:Iteration 57Q (9986.700000 sec): 3 clusters
  Score: Raw -12163339.798402 + Penalty 13161.292009 = -12150178.506393
  nChanged 21
		SP:Iteration 58Q (9986.960000 sec): 3 clusters
  Score: Raw -12163347.462101 + Penalty 13161.292009 = -12150186.170092
  nChanged 19
		SP:Iteration 59Q (9987.220000 sec): 3 clusters
  Score: Raw -12163354.208716 + Penalty 13161.292009 = -12150192.916707
  nChanged 12
		SP:Iteration 60F (9987.570000 sec): 3 clusters
  Score: Raw -12163358.872897 + Penalty 13161.292009 = -12150197.580888
  nChanged 16
		SP:Iteration 61Q (9987.840000 sec): 3 clusters
  Score: Raw -12163364.765488 + Penalty 13161.292009 = -12150203.473479
  nChanged 14
		SP:Iteration 62Q (9988.090000 sec): 3 clusters
  Score: Raw -12163371.165591 + Penalty 13161.292009 = -12150209.873582
  nChanged 17
		SP:Iteration 63Q (9988.350000 sec): 3 clusters
  Score: Raw -12163378.120032 + Penalty 13161.292009 = -12150216.828024
  nChanged 16
		SP:Iteration 64Q (9988.610000 sec): 3 clusters
  Score: Raw -12163384.801766 + Penalty 13161.292009 = -12150223.509757
  nChanged 20
		SP:Iteration 65Q (9988.870000 sec): 3 clusters
  Score: Raw -12163393.801584 + Penalty 13161.292009 = -12150232.509575
  nChanged 19
		SP:Iteration 66Q (9989.130000 sec): 3 clusters
  Score: Raw -12163400.151121 + Penalty 13161.292009 = -12150238.859112
  nChanged 16
		SP:Iteration 67Q (9989.390000 sec): 3 clusters
  Score: Raw -12163405.235029 + Penalty 13161.292009 = -12150243.943020
  nChanged 4
		SP:Iteration 68Q (9989.650000 sec): 3 clusters
  Score: Raw -12163406.397885 + Penalty 13161.292009 = -12150245.105876
  nChanged 0
		SP:Iteration 69F (9989.990000 sec): 3 clusters
  Score: Raw -12163406.397885 + Penalty 13161.292009 = -12150245.105876
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 26 (4741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9990.050000 sec): 2 clusters
  Score: Raw -1218478.000702 + Penalty 5184.202060 = -1213293.798642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9990.090000 sec): 3 clusters
  Score: Raw -1216821.801941 + Penalty 10368.404120 = -1206453.397821
  nChanged 1499
		SP:Iteration 1F (9990.120000 sec): 3 clusters
  Score: Raw -1218007.476103 + Penalty 10368.404120 = -1207639.071984
  nChanged 352
		SP:Iteration 2F (9990.160000 sec): 3 clusters
  Score: Raw -1218319.294760 + Penalty 10368.404120 = -1207950.890640
  nChanged 187
		SP:Iteration 3Q (9990.190000 sec): 3 clusters
  Score: Raw -1218517.416330 + Penalty 10368.404120 = -1208149.012210
  nChanged 180
		SP:Iteration 4Q (9990.230000 sec): 3 clusters
  Score: Raw -1218715.592665 + Penalty 10368.404120 = -1208347.188546
  nChanged 164
		SP:Iteration 5Q (9990.270000 sec): 3 clusters
  Score: Raw -1218881.463341 + Penalty 10368.404120 = -1208513.059221
  nChanged 146
		SP:Iteration 6Q (9990.300000 sec): 3 clusters
  Score: Raw -1219050.453379 + Penalty 10368.404120 = -1208682.049260
  nChanged 147
		SP:Iteration 7Q (9990.340000 sec): 3 clusters
  Score: Raw -1219246.181282 + Penalty 10368.404120 = -1208877.777163
  nChanged 147
		SP:Iteration 8Q (9990.370000 sec): 3 clusters
  Score: Raw -1219459.326107 + Penalty 10368.404120 = -1209090.921988
  nChanged 160
		SP:Iteration 9Q (9990.400000 sec): 3 clusters
  Score: Raw -1219731.838149 + Penalty 10368.404120 = -1209363.434029
  nChanged 177
		SP:Iteration 10Q (9990.440000 sec): 3 clusters
  Score: Raw -1220046.689255 + Penalty 10368.404120 = -1209678.285136
  nChanged 193
		SP:Iteration 11Q (9990.470000 sec): 3 clusters
  Score: Raw -1220362.377430 + Penalty 10368.404120 = -1209993.973310
  nChanged 201
		SP:Iteration 12Q (9990.500000 sec): 3 clusters
  Score: Raw -1220669.460893 + Penalty 10368.404120 = -1210301.056774
  nChanged 178
		SP:Iteration 13Q (9990.540000 sec): 3 clusters
  Score: Raw -1220992.176360 + Penalty 10368.404120 = -1210623.772240
  nChanged 159
		SP:Iteration 14Q (9990.570000 sec): 3 clusters
  Score: Raw -1221357.014668 + Penalty 10368.404120 = -1210988.610548
  nChanged 142
		SP:Iteration 15Q (9990.600000 sec): 3 clusters
  Score: Raw -1221636.021849 + Penalty 10368.404120 = -1211267.617729
  nChanged 100
		SP:Iteration 16Q (9990.620000 sec): 3 clusters
  Score: Raw -1221805.385613 + Penalty 10368.404120 = -1211436.981494
  nChanged 78
		SP:Iteration 17Q (9990.650000 sec): 3 clusters
  Score: Raw -1221905.704167 + Penalty 10368.404120 = -1211537.300048
  nChanged 42
		SP:Iteration 18Q (9990.680000 sec): 3 clusters
  Score: Raw -1221944.202519 + Penalty 10368.404120 = -1211575.798399
  nChanged 17
		SP:Iteration 19Q (9990.710000 sec): 3 clusters
  Score: Raw -1221958.575211 + Penalty 10368.404120 = -1211590.171091
  nChanged 12
		SP:Iteration 20F (9990.740000 sec): 3 clusters
  Score: Raw -1221967.771345 + Penalty 10368.404120 = -1211599.367225
  nChanged 6
		SP:Iteration 21Q (9990.770000 sec): 3 clusters
  Score: Raw -1221973.035776 + Penalty 10368.404120 = -1211604.631657
  nChanged 2
		SP:Iteration 22Q (9990.800000 sec): 3 clusters
  Score: Raw -1221974.315087 + Penalty 10368.404120 = -1211605.910967
  nChanged 0
		SP:Iteration 23F (9990.830000 sec): 3 clusters
  Score: Raw -1221974.315087 + Penalty 10368.404120 = -1211605.910967
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 27 (9392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9990.900000 sec): 2 clusters
  Score: Raw -2445440.998146 + Penalty 5602.913295 = -2439838.084851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9990.970000 sec): 3 clusters
  Score: Raw -2441168.717229 + Penalty 11205.826589 = -2429962.890640
  nChanged 3438
		SP:Iteration 1F (9991.040000 sec): 3 clusters
  Score: Raw -2443180.474333 + Penalty 11205.826589 = -2431974.647744
  nChanged 668
		SP:Iteration 2F (9991.100000 sec): 3 clusters
  Score: Raw -2443571.830964 + Penalty 11205.826589 = -2432366.004375
  nChanged 427
		SP:Iteration 3Q (9991.180000 sec): 3 clusters
  Score: Raw -2443805.692768 + Penalty 11205.826589 = -2432599.866179
  nChanged 284
		SP:Iteration 4Q (9991.240000 sec): 3 clusters
  Score: Raw -2443956.823828 + Penalty 11205.826589 = -2432750.997239
  nChanged 211
		SP:Iteration 5Q (9991.320000 sec): 3 clusters
  Score: Raw -2444058.929500 + Penalty 11205.826589 = -2432853.102911
  nChanged 156
		SP:Iteration 6Q (9991.380000 sec): 3 clusters
  Score: Raw -2444131.037273 + Penalty 11205.826589 = -2432925.210684
  nChanged 130
		SP:Iteration 7Q (9991.450000 sec): 3 clusters
  Score: Raw -2444191.091139 + Penalty 11205.826589 = -2432985.264550
  nChanged 125
		SP:Iteration 8Q (9991.520000 sec): 3 clusters
  Score: Raw -2444245.577911 + Penalty 11205.826589 = -2433039.751322
  nChanged 108
		SP:Iteration 9Q (9991.590000 sec): 3 clusters
  Score: Raw -2444290.374001 + Penalty 11205.826589 = -2433084.547412
  nChanged 103
		SP:Iteration 10Q (9991.660000 sec): 3 clusters
  Score: Raw -2444332.683703 + Penalty 11205.826589 = -2433126.857114
  nChanged 82
		SP:Iteration 11Q (9991.730000 sec): 3 clusters
  Score: Raw -2444363.280584 + Penalty 11205.826589 = -2433157.453995
  nChanged 83
		SP:Iteration 12Q (9991.800000 sec): 3 clusters
  Score: Raw -2444397.042662 + Penalty 11205.826589 = -2433191.216073
  nChanged 70
		SP:Iteration 13Q (9991.870000 sec): 3 clusters
  Score: Raw -2444425.188425 + Penalty 11205.826589 = -2433219.361836
  nChanged 61
		SP:Iteration 14Q (9991.940000 sec): 3 clusters
  Score: Raw -2444448.627936 + Penalty 11205.826589 = -2433242.801347
  nChanged 50
		SP:Iteration 15Q (9992.010000 sec): 3 clusters
  Score: Raw -2444465.944340 + Penalty 11205.826589 = -2433260.117751
  nChanged 44
		SP:Iteration 16Q (9992.080000 sec): 3 clusters
  Score: Raw -2444480.150151 + Penalty 11205.826589 = -2433274.323562
  nChanged 28
		SP:Iteration 17Q (9992.150000 sec): 3 clusters
  Score: Raw -2444489.214563 + Penalty 11205.826589 = -2433283.387974
  nChanged 24
		SP:Iteration 18Q (9992.220000 sec): 3 clusters
  Score: Raw -2444497.373360 + Penalty 11205.826589 = -2433291.546771
  nChanged 34
		SP:Iteration 19Q (9992.280000 sec): 3 clusters
  Score: Raw -2444508.162692 + Penalty 11205.826589 = -2433302.336103
  nChanged 44
		SP:Iteration 20F (9992.360000 sec): 3 clusters
  Score: Raw -2444525.074063 + Penalty 11205.826589 = -2433319.247474
  nChanged 47
		SP:Iteration 21Q (9992.420000 sec): 3 clusters
  Score: Raw -2444542.632943 + Penalty 11205.826589 = -2433336.806354
  nChanged 57
		SP:Iteration 22Q (9992.490000 sec): 3 clusters
  Score: Raw -2444561.525695 + Penalty 11205.826589 = -2433355.699106
  nChanged 40
		SP:Iteration 23Q (9992.560000 sec): 3 clusters
  Score: Raw -2444576.444207 + Penalty 11205.826589 = -2433370.617618
  nChanged 43
		SP:Iteration 24Q (9992.630000 sec): 3 clusters
  Score: Raw -2444591.560914 + Penalty 11205.826589 = -2433385.734325
  nChanged 39
		SP:Iteration 25Q (9992.700000 sec): 3 clusters
  Score: Raw -2444603.510055 + Penalty 11205.826589 = -2433397.683466
  nChanged 44
		SP:Iteration 26Q (9992.770000 sec): 3 clusters
  Score: Raw -2444618.953240 + Penalty 11205.826589 = -2433413.126651
  nChanged 51
		SP:Iteration 27Q (9992.840000 sec): 3 clusters
  Score: Raw -2444637.025958 + Penalty 11205.826589 = -2433431.199369
  nChanged 47
		SP:Iteration 28Q (9992.910000 sec): 3 clusters
  Score: Raw -2444653.078152 + Penalty 11205.826589 = -2433447.251563
  nChanged 45
		SP:Iteration 29Q (9992.980000 sec): 3 clusters
  Score: Raw -2444670.581872 + Penalty 11205.826589 = -2433464.755283
  nChanged 50
		SP:Iteration 30Q (9993.050000 sec): 3 clusters
  Score: Raw -2444691.772141 + Penalty 11205.826589 = -2433485.945552
  nChanged 47
		SP:Iteration 31Q (9993.120000 sec): 3 clusters
  Score: Raw -2444710.766023 + Penalty 11205.826589 = -2433504.939434
  nChanged 52
		SP:Iteration 32Q (9993.180000 sec): 3 clusters
  Score: Raw -2444731.224655 + Penalty 11205.826589 = -2433525.398066
  nChanged 47
		SP:Iteration 33Q (9993.260000 sec): 3 clusters
  Score: Raw -2444747.514234 + Penalty 11205.826589 = -2433541.687645
  nChanged 47
		SP:Iteration 34Q (9993.320000 sec): 3 clusters
  Score: Raw -2444762.962508 + Penalty 11205.826589 = -2433557.135919
  nChanged 47
		SP:Iteration 35Q (9993.390000 sec): 3 clusters
  Score: Raw -2444779.613888 + Penalty 11205.826589 = -2433573.787299
  nChanged 50
		SP:Iteration 36Q (9993.460000 sec): 3 clusters
  Score: Raw -2444796.639099 + Penalty 11205.826589 = -2433590.812510
  nChanged 51
		SP:Iteration 37Q (9993.530000 sec): 3 clusters
  Score: Raw -2444817.055519 + Penalty 11205.826589 = -2433611.228930
  nChanged 50
		SP:Iteration 38Q (9993.600000 sec): 3 clusters
  Score: Raw -2444835.319787 + Penalty 11205.826589 = -2433629.493198
  nChanged 64
		SP:Iteration 39Q (9993.670000 sec): 3 clusters
  Score: Raw -2444863.111729 + Penalty 11205.826589 = -2433657.285140
  nChanged 74
		SP:Iteration 40F (9993.740000 sec): 3 clusters
  Score: Raw -2444896.510897 + Penalty 11205.826589 = -2433690.684308
  nChanged 90
		SP:Iteration 41Q (9993.810000 sec): 3 clusters
  Score: Raw -2444934.977439 + Penalty 11205.826589 = -2433729.150850
  nChanged 95
		SP:Iteration 42Q (9993.880000 sec): 3 clusters
  Score: Raw -2444975.311450 + Penalty 11205.826589 = -2433769.484861
  nChanged 84
		SP:Iteration 43Q (9993.950000 sec): 3 clusters
  Score: Raw -2445016.569699 + Penalty 11205.826589 = -2433810.743110
  nChanged 98
		SP:Iteration 44Q (9994.020000 sec): 3 clusters
  Score: Raw -2445067.007667 + Penalty 11205.826589 = -2433861.181078
  nChanged 113
		SP:Iteration 45Q (9994.090000 sec): 3 clusters
  Score: Raw -2445124.891026 + Penalty 11205.826589 = -2433919.064437
  nChanged 117
		SP:Iteration 46Q (9994.160000 sec): 3 clusters
  Score: Raw -2445186.688599 + Penalty 11205.826589 = -2433980.862010
  nChanged 130
		SP:Iteration 47Q (9994.220000 sec): 3 clusters
  Score: Raw -2445256.768383 + Penalty 11205.826589 = -2434050.941794
  nChanged 117
		SP:Iteration 48Q (9994.300000 sec): 3 clusters
  Score: Raw -2445318.562845 + Penalty 11205.826589 = -2434112.736256
  nChanged 104
		SP:Iteration 49Q (9994.360000 sec): 3 clusters
  Score: Raw -2445371.765055 + Penalty 11205.826589 = -2434165.938466
  nChanged 102
		SP:Iteration 50Q (9994.430000 sec): 3 clusters
  Score: Raw -2445427.908473 + Penalty 11205.826589 = -2434222.081884
  nChanged 108
		SP:Iteration 51Q (9994.500000 sec): 3 clusters
  Score: Raw -2445497.409961 + Penalty 11205.826589 = -2434291.583372
  nChanged 116
		SP:Iteration 52Q (9994.570000 sec): 3 clusters
  Score: Raw -2445574.383899 + Penalty 11205.826589 = -2434368.557310
  nChanged 114
		SP:Iteration 53Q (9994.640000 sec): 3 clusters
  Score: Raw -2445645.711910 + Penalty 11205.826589 = -2434439.885321
  nChanged 114
		SP:Iteration 54Q (9994.710000 sec): 3 clusters
  Score: Raw -2445721.348861 + Penalty 11205.826589 = -2434515.522272
  nChanged 122
		SP:Iteration 55Q (9994.780000 sec): 3 clusters
  Score: Raw -2445801.830961 + Penalty 11205.826589 = -2434596.004372
  nChanged 111
		SP:Iteration 56Q (9994.840000 sec): 3 clusters
  Score: Raw -2445880.126960 + Penalty 11205.826589 = -2434674.300371
  nChanged 103
		SP:Iteration 57Q (9994.910000 sec): 3 clusters
  Score: Raw -2445950.628472 + Penalty 11205.826589 = -2434744.801883
  nChanged 96
		SP:Iteration 58Q (9994.980000 sec): 3 clusters
  Score: Raw -2446021.104126 + Penalty 11205.826589 = -2434815.277537
  nChanged 103
		SP:Iteration 59Q (9995.040000 sec): 3 clusters
  Score: Raw -2446097.883380 + Penalty 11205.826589 = -2434892.056791
  nChanged 90
		SP:Iteration 60F (9995.120000 sec): 3 clusters
  Score: Raw -2446161.300033 + Penalty 11205.826589 = -2434955.473444
  nChanged 74
		SP:Iteration 61Q (9995.180000 sec): 3 clusters
  Score: Raw -2446215.241052 + Penalty 11205.826589 = -2435009.414462
  nChanged 64
		SP:Iteration 62Q (9995.250000 sec): 3 clusters
  Score: Raw -2446266.012077 + Penalty 11205.826589 = -2435060.185488
  nChanged 47
		SP:Iteration 63Q (9995.310000 sec): 3 clusters
  Score: Raw -2446304.550562 + Penalty 11205.826589 = -2435098.723973
  nChanged 52
		SP:Iteration 64Q (9995.380000 sec): 3 clusters
  Score: Raw -2446346.013787 + Penalty 11205.826589 = -2435140.187198
  nChanged 39
		SP:Iteration 65Q (9995.440000 sec): 3 clusters
  Score: Raw -2446376.642994 + Penalty 11205.826589 = -2435170.816405
  nChanged 40
		SP:Iteration 66Q (9995.510000 sec): 3 clusters
  Score: Raw -2446407.538888 + Penalty 11205.826589 = -2435201.712299
  nChanged 29
		SP:Iteration 67Q (9995.570000 sec): 3 clusters
  Score: Raw -2446430.185752 + Penalty 11205.826589 = -2435224.359163
  nChanged 28
		SP:Iteration 68Q (9995.640000 sec): 3 clusters
  Score: Raw -2446454.011181 + Penalty 11205.826589 = -2435248.184592
  nChanged 26
		SP:Iteration 69Q (9995.700000 sec): 3 clusters
  Score: Raw -2446475.690376 + Penalty 11205.826589 = -2435269.863787
  nChanged 27
		SP:Iteration 70Q (9995.760000 sec): 3 clusters
  Score: Raw -2446498.693854 + Penalty 11205.826589 = -2435292.867265
  nChanged 18
		SP:Iteration 71Q (9995.830000 sec): 3 clusters
  Score: Raw -2446513.307096 + Penalty 11205.826589 = -2435307.480507
  nChanged 11
		SP:Iteration 72Q (9995.890000 sec): 3 clusters
  Score: Raw -2446522.495152 + Penalty 11205.826589 = -2435316.668563
  nChanged 11
		SP:Iteration 73Q (9995.960000 sec): 3 clusters
  Score: Raw -2446530.630860 + Penalty 11205.826589 = -2435324.804271
  nChanged 5
		SP:Iteration 74Q (9996.020000 sec): 3 clusters
  Score: Raw -2446533.940985 + Penalty 11205.826589 = -2435328.114396
  nChanged 4
		SP:Iteration 75Q (9996.080000 sec): 3 clusters
  Score: Raw -2446537.157750 + Penalty 11205.826589 = -2435331.331161
  nChanged 4
		SP:Iteration 76Q (9996.140000 sec): 3 clusters
  Score: Raw -2446540.609786 + Penalty 11205.826589 = -2435334.783197
  nChanged 5
		SP:Iteration 77Q (9996.210000 sec): 3 clusters
  Score: Raw -2446544.018802 + Penalty 11205.826589 = -2435338.192213
  nChanged 1
		SP:Iteration 78Q (9996.270000 sec): 3 clusters
  Score: Raw -2446544.276018 + Penalty 11205.826589 = -2435338.449429
  nChanged 0
		SP:Iteration 79F (9996.340000 sec): 3 clusters
  Score: Raw -2446544.276018 + Penalty 11205.826589 = -2435338.449429
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 28 (33580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9996.580000 sec): 2 clusters
  Score: Raw -8961051.837499 + Penalty 6383.282633 = -8954668.554867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9996.830000 sec): 3 clusters
  Score: Raw -8942231.315631 + Penalty 12766.565265 = -8929464.750366
  nChanged 14370
		SP:Iteration 1F (9997.090000 sec): 3 clusters
  Score: Raw -8949618.036863 + Penalty 12766.565265 = -8936851.471598
  nChanged 1990
		SP:Iteration 2F (9997.350000 sec): 3 clusters
  Score: Raw -8950434.294794 + Penalty 12766.565265 = -8937667.729529
  nChanged 1579
		SP:Iteration 3Q (9997.610000 sec): 3 clusters
  Score: Raw -8951070.379598 + Penalty 12766.565265 = -8938303.814333
  nChanged 1414
		SP:Iteration 4Q (9997.870000 sec): 3 clusters
  Score: Raw -8951745.206229 + Penalty 12766.565265 = -8938978.640964
  nChanged 1508
		SP:Iteration 5Q (9998.130000 sec): 3 clusters
  Score: Raw -8952667.533052 + Penalty 12766.565265 = -8939900.967787
  nChanged 1745
		SP:Iteration 6F (9998.380000 sec): 3 clusters
  Score: Raw -8953989.149611 + Penalty 12766.565265 = -8941222.584346
  nChanged 2059
		SP:Iteration 7F (9998.640000 sec): 3 clusters
  Score: Raw -8955667.723788 + Penalty 12766.565265 = -8942901.158523
  nChanged 2225
		SP:Iteration 8F (9998.900000 sec): 3 clusters
  Score: Raw -8957468.091923 + Penalty 12766.565265 = -8944701.526658
  nChanged 2095
		SP:Iteration 9F (9999.160000 sec): 3 clusters
  Score: Raw -8958888.194735 + Penalty 12766.565265 = -8946121.629470
  nChanged 1674
		SP:Iteration 10Q (9999.410000 sec): 3 clusters
  Score: Raw -8959775.742111 + Penalty 12766.565265 = -8947009.176846
  nChanged 1218
		SP:Iteration 11Q (9999.660000 sec): 3 clusters
  Score: Raw -8960276.874640 + Penalty 12766.565265 = -8947510.309375
  nChanged 854
		SP:Iteration 12Q (9999.910000 sec): 3 clusters
  Score: Raw -8960557.644181 + Penalty 12766.565265 = -8947791.078916
  nChanged 591
		SP:Iteration 13Q (10000.150000 sec): 3 clusters
  Score: Raw -8960718.187724 + Penalty 12766.565265 = -8947951.622458
  nChanged 422
		SP:Iteration 14Q (10000.400000 sec): 3 clusters
  Score: Raw -8960826.130840 + Penalty 12766.565265 = -8948059.565575
  nChanged 352
		SP:Iteration 15Q (10000.650000 sec): 3 clusters
  Score: Raw -8960904.190681 + Penalty 12766.565265 = -8948137.625415
  nChanged 281
		SP:Iteration 16Q (10000.900000 sec): 3 clusters
  Score: Raw -8960966.333001 + Penalty 12766.565265 = -8948199.767736
  nChanged 267
		SP:Iteration 17Q (10001.140000 sec): 3 clusters
  Score: Raw -8961025.189585 + Penalty 12766.565265 = -8948258.624320
  nChanged 247
		SP:Iteration 18Q (10001.390000 sec): 3 clusters
  Score: Raw -8961075.171293 + Penalty 12766.565265 = -8948308.606028
  nChanged 237
		SP:Iteration 19Q (10001.640000 sec): 3 clusters
  Score: Raw -8961119.217958 + Penalty 12766.565265 = -8948352.652693
  nChanged 198
		SP:Iteration 20F (10001.890000 sec): 3 clusters
  Score: Raw -8961153.457635 + Penalty 12766.565265 = -8948386.892370
  nChanged 184
		SP:Iteration 21Q (10002.140000 sec): 3 clusters
  Score: Raw -8961184.094044 + Penalty 12766.565265 = -8948417.528779
  nChanged 150
		SP:Iteration 22Q (10002.380000 sec): 3 clusters
  Score: Raw -8961208.641249 + Penalty 12766.565265 = -8948442.075983
  nChanged 167
		SP:Iteration 23Q (10002.620000 sec): 3 clusters
  Score: Raw -8961235.966386 + Penalty 12766.565265 = -8948469.401121
  nChanged 142
		SP:Iteration 24Q (10002.870000 sec): 3 clusters
  Score: Raw -8961259.634635 + Penalty 12766.565265 = -8948493.069370
  nChanged 161
		SP:Iteration 25Q (10003.110000 sec): 3 clusters
  Score: Raw -8961287.593078 + Penalty 12766.565265 = -8948521.027813
  nChanged 163
		SP:Iteration 26Q (10003.360000 sec): 3 clusters
  Score: Raw -8961315.219542 + Penalty 12766.565265 = -8948548.654277
  nChanged 160
		SP:Iteration 27Q (10003.600000 sec): 3 clusters
  Score: Raw -8961343.125157 + Penalty 12766.565265 = -8948576.559892
  nChanged 172
		SP:Iteration 28Q (10003.840000 sec): 3 clusters
  Score: Raw -8961372.580752 + Penalty 12766.565265 = -8948606.015487
  nChanged 176
		SP:Iteration 29Q (10004.090000 sec): 3 clusters
  Score: Raw -8961402.370702 + Penalty 12766.565265 = -8948635.805437
  nChanged 169
		SP:Iteration 30Q (10004.320000 sec): 3 clusters
  Score: Raw -8961432.090972 + Penalty 12766.565265 = -8948665.525707
  nChanged 158
		SP:Iteration 31Q (10004.560000 sec): 3 clusters
  Score: Raw -8961460.047030 + Penalty 12766.565265 = -8948693.481765
  nChanged 148
		SP:Iteration 32Q (10004.800000 sec): 3 clusters
  Score: Raw -8961485.126318 + Penalty 12766.565265 = -8948718.561053
  nChanged 147
		SP:Iteration 33Q (10005.040000 sec): 3 clusters
  Score: Raw -8961512.185844 + Penalty 12766.565265 = -8948745.620579
  nChanged 168
		SP:Iteration 34Q (10005.280000 sec): 3 clusters
  Score: Raw -8961543.577452 + Penalty 12766.565265 = -8948777.012187
  nChanged 174
		SP:Iteration 35Q (10005.520000 sec): 3 clusters
  Score: Raw -8961575.346405 + Penalty 12766.565265 = -8948808.781140
  nChanged 161
		SP:Iteration 36Q (10005.760000 sec): 3 clusters
  Score: Raw -8961605.623277 + Penalty 12766.565265 = -8948839.058012
  nChanged 168
		SP:Iteration 37Q (10006.000000 sec): 3 clusters
  Score: Raw -8961638.840475 + Penalty 12766.565265 = -8948872.275210
  nChanged 161
		SP:Iteration 38Q (10006.240000 sec): 3 clusters
  Score: Raw -8961670.005139 + Penalty 12766.565265 = -8948903.439874
  nChanged 164
		SP:Iteration 39Q (10006.480000 sec): 3 clusters
  Score: Raw -8961702.750579 + Penalty 12766.565265 = -8948936.185314
  nChanged 182
		SP:Iteration 40F (10006.740000 sec): 3 clusters
  Score: Raw -8961742.858235 + Penalty 12766.565265 = -8948976.292970
  nChanged 209
		SP:Iteration 41Q (10006.970000 sec): 3 clusters
  Score: Raw -8961786.683810 + Penalty 12766.565265 = -8949020.118545
  nChanged 185
		SP:Iteration 42Q (10007.210000 sec): 3 clusters
  Score: Raw -8961823.893891 + Penalty 12766.565265 = -8949057.328626
  nChanged 200
		SP:Iteration 43Q (10007.450000 sec): 3 clusters
  Score: Raw -8961865.240193 + Penalty 12766.565265 = -8949098.674928
  nChanged 176
		SP:Iteration 44Q (10007.680000 sec): 3 clusters
  Score: Raw -8961898.630486 + Penalty 12766.565265 = -8949132.065221
  nChanged 166
		SP:Iteration 45Q (10007.920000 sec): 3 clusters
  Score: Raw -8961933.369164 + Penalty 12766.565265 = -8949166.803899
  nChanged 168
		SP:Iteration 46Q (10008.150000 sec): 3 clusters
  Score: Raw -8961969.401105 + Penalty 12766.565265 = -8949202.835840
  nChanged 169
		SP:Iteration 47Q (10008.390000 sec): 3 clusters
  Score: Raw -8962004.940073 + Penalty 12766.565265 = -8949238.374808
  nChanged 158
		SP:Iteration 48Q (10008.620000 sec): 3 clusters
  Score: Raw -8962038.314407 + Penalty 12766.565265 = -8949271.749142
  nChanged 152
		SP:Iteration 49Q (10008.860000 sec): 3 clusters
  Score: Raw -8962071.097549 + Penalty 12766.565265 = -8949304.532284
  nChanged 165
		SP:Iteration 50Q (10009.090000 sec): 3 clusters
  Score: Raw -8962106.110547 + Penalty 12766.565265 = -8949339.545282
  nChanged 173
		SP:Iteration 51Q (10009.320000 sec): 3 clusters
  Score: Raw -8962142.130102 + Penalty 12766.565265 = -8949375.564837
  nChanged 156
		SP:Iteration 52Q (10009.550000 sec): 3 clusters
  Score: Raw -8962175.088388 + Penalty 12766.565265 = -8949408.523123
  nChanged 143
		SP:Iteration 53Q (10009.780000 sec): 3 clusters
  Score: Raw -8962205.083145 + Penalty 12766.565265 = -8949438.517880
  nChanged 154
		SP:Iteration 54Q (10010.010000 sec): 3 clusters
  Score: Raw -8962236.995532 + Penalty 12766.565265 = -8949470.430267
  nChanged 142
		SP:Iteration 55Q (10010.240000 sec): 3 clusters
  Score: Raw -8962265.335523 + Penalty 12766.565265 = -8949498.770258
  nChanged 133
		SP:Iteration 56Q (10010.470000 sec): 3 clusters
  Score: Raw -8962292.261865 + Penalty 12766.565265 = -8949525.696600
  nChanged 133
		SP:Iteration 57Q (10010.700000 sec): 3 clusters
  Score: Raw -8962319.346805 + Penalty 12766.565265 = -8949552.781540
  nChanged 111
		SP:Iteration 58Q (10010.930000 sec): 3 clusters
  Score: Raw -8962340.624524 + Penalty 12766.565265 = -8949574.059259
  nChanged 104
		SP:Iteration 59Q (10011.160000 sec): 3 clusters
  Score: Raw -8962360.131266 + Penalty 12766.565265 = -8949593.566001
  nChanged 101
		SP:Iteration 60F (10011.410000 sec): 3 clusters
  Score: Raw -8962379.576842 + Penalty 12766.565265 = -8949613.011577
  nChanged 84
		SP:Iteration 61Q (10011.640000 sec): 3 clusters
  Score: Raw -8962395.084458 + Penalty 12766.565265 = -8949628.519193
  nChanged 69
		SP:Iteration 62Q (10011.870000 sec): 3 clusters
  Score: Raw -8962406.903593 + Penalty 12766.565265 = -8949640.338328
  nChanged 64
		SP:Iteration 63Q (10012.090000 sec): 3 clusters
  Score: Raw -8962419.969504 + Penalty 12766.565265 = -8949653.404239
  nChanged 81
		SP:Iteration 64Q (10012.320000 sec): 3 clusters
  Score: Raw -8962435.696626 + Penalty 12766.565265 = -8949669.131361
  nChanged 80
		SP:Iteration 65Q (10012.550000 sec): 3 clusters
  Score: Raw -8962450.421771 + Penalty 12766.565265 = -8949683.856506
  nChanged 72
		SP:Iteration 66Q (10012.770000 sec): 3 clusters
  Score: Raw -8962463.844977 + Penalty 12766.565265 = -8949697.279712
  nChanged 60
		SP:Iteration 67Q (10013.000000 sec): 3 clusters
  Score: Raw -8962476.138996 + Penalty 12766.565265 = -8949709.573731
  nChanged 75
		SP:Iteration 68Q (10013.220000 sec): 3 clusters
  Score: Raw -8962490.646670 + Penalty 12766.565265 = -8949724.081405
  nChanged 62
		SP:Iteration 69Q (10013.450000 sec): 3 clusters
  Score: Raw -8962503.362449 + Penalty 12766.565265 = -8949736.797183
  nChanged 57
		SP:Iteration 70Q (10013.670000 sec): 3 clusters
  Score: Raw -8962513.340037 + Penalty 12766.565265 = -8949746.774772
  nChanged 48
		SP:Iteration 71Q (10013.900000 sec): 3 clusters
  Score: Raw -8962521.324450 + Penalty 12766.565265 = -8949754.759185
  nChanged 44
		SP:Iteration 72Q (10014.120000 sec): 3 clusters
  Score: Raw -8962529.565350 + Penalty 12766.565265 = -8949763.000085
  nChanged 40
		SP:Iteration 73Q (10014.350000 sec): 3 clusters
  Score: Raw -8962536.413776 + Penalty 12766.565265 = -8949769.848511
  nChanged 33
		SP:Iteration 74Q (10014.570000 sec): 3 clusters
  Score: Raw -8962542.076919 + Penalty 12766.565265 = -8949775.511654
  nChanged 28
		SP:Iteration 75Q (10014.800000 sec): 3 clusters
  Score: Raw -8962546.664529 + Penalty 12766.565265 = -8949780.099264
  nChanged 36
		SP:Iteration 76Q (10015.020000 sec): 3 clusters
  Score: Raw -8962552.647967 + Penalty 12766.565265 = -8949786.082702
  nChanged 34
		SP:Iteration 77Q (10015.240000 sec): 3 clusters
  Score: Raw -8962558.066514 + Penalty 12766.565265 = -8949791.501249
  nChanged 25
		SP:Iteration 78Q (10015.470000 sec): 3 clusters
  Score: Raw -8962562.444295 + Penalty 12766.565265 = -8949795.879030
  nChanged 21
		SP:Iteration 79Q (10015.690000 sec): 3 clusters
  Score: Raw -8962565.936102 + Penalty 12766.565265 = -8949799.370837
  nChanged 22
		SP:Iteration 80F (10015.940000 sec): 3 clusters
  Score: Raw -8962569.948920 + Penalty 12766.565265 = -8949803.383655
  nChanged 24
		SP:Iteration 81Q (10016.170000 sec): 3 clusters
  Score: Raw -8962574.821253 + Penalty 12766.565265 = -8949808.255988
  nChanged 33
		SP:Iteration 82Q (10016.390000 sec): 3 clusters
  Score: Raw -8962581.118964 + Penalty 12766.565265 = -8949814.553699
  nChanged 33
		SP:Iteration 83Q (10016.620000 sec): 3 clusters
  Score: Raw -8962587.437615 + Penalty 12766.565265 = -8949820.872350
  nChanged 35
		SP:Iteration 84Q (10016.840000 sec): 3 clusters
  Score: Raw -8962594.188818 + Penalty 12766.565265 = -8949827.623553
  nChanged 47
		SP:Iteration 85Q (10017.060000 sec): 3 clusters
  Score: Raw -8962603.159001 + Penalty 12766.565265 = -8949836.593736
  nChanged 49
		SP:Iteration 86Q (10017.280000 sec): 3 clusters
  Score: Raw -8962611.165824 + Penalty 12766.565265 = -8949844.600559
  nChanged 31
		SP:Iteration 87Q (10017.500000 sec): 3 clusters
  Score: Raw -8962616.427022 + Penalty 12766.565265 = -8949849.861757
  nChanged 29
		SP:Iteration 88Q (10017.730000 sec): 3 clusters
  Score: Raw -8962621.725605 + Penalty 12766.565265 = -8949855.160340
  nChanged 29
		SP:Iteration 89Q (10017.950000 sec): 3 clusters
  Score: Raw -8962627.196083 + Penalty 12766.565265 = -8949860.630818
  nChanged 25
		SP:Iteration 90Q (10018.170000 sec): 3 clusters
  Score: Raw -8962631.108788 + Penalty 12766.565265 = -8949864.543523
  nChanged 26
		SP:Iteration 91Q (10018.390000 sec): 3 clusters
  Score: Raw -8962635.383363 + Penalty 12766.565265 = -8949868.818098
  nChanged 21
		SP:Iteration 92Q (10018.620000 sec): 3 clusters
  Score: Raw -8962639.332490 + Penalty 12766.565265 = -8949872.767225
  nChanged 23
		SP:Iteration 93Q (10018.840000 sec): 3 clusters
  Score: Raw -8962642.987982 + Penalty 12766.565265 = -8949876.422717
  nChanged 21
		SP:Iteration 94Q (10019.060000 sec): 3 clusters
  Score: Raw -8962646.741585 + Penalty 12766.565265 = -8949880.176320
  nChanged 19
		SP:Iteration 95Q (10019.280000 sec): 3 clusters
  Score: Raw -8962650.044911 + Penalty 12766.565265 = -8949883.479646
  nChanged 20
		SP:Iteration 96Q (10019.500000 sec): 3 clusters
  Score: Raw -8962654.200487 + Penalty 12766.565265 = -8949887.635222
  nChanged 20
		SP:Iteration 97Q (10019.720000 sec): 3 clusters
  Score: Raw -8962657.860303 + Penalty 12766.565265 = -8949891.295038
  nChanged 20
		SP:Iteration 98Q (10019.940000 sec): 3 clusters
  Score: Raw -8962661.581888 + Penalty 12766.565265 = -8949895.016623
  nChanged 16
		SP:Iteration 99Q (10020.160000 sec): 3 clusters
  Score: Raw -8962664.208321 + Penalty 12766.565265 = -8949897.643056
  nChanged 13
		SP:Iteration 100F (10020.420000 sec): 3 clusters
  Score: Raw -8962666.066710 + Penalty 12766.565265 = -8949899.501445
  nChanged 8
		SP:Iteration 101Q (10020.640000 sec): 3 clusters
  Score: Raw -8962667.458338 + Penalty 12766.565265 = -8949900.893073
  nChanged 11
		SP:Iteration 102Q (10020.860000 sec): 3 clusters
  Score: Raw -8962669.491909 + Penalty 12766.565265 = -8949902.926644
  nChanged 11
		SP:Iteration 103Q (10021.080000 sec): 3 clusters
  Score: Raw -8962671.553740 + Penalty 12766.565265 = -8949904.988475
  nChanged 20
		SP:Iteration 104Q (10021.310000 sec): 3 clusters
  Score: Raw -8962675.006633 + Penalty 12766.565265 = -8949908.441368
  nChanged 17
		SP:Iteration 105Q (10021.530000 sec): 3 clusters
  Score: Raw -8962678.028496 + Penalty 12766.565265 = -8949911.463231
  nChanged 18
		SP:Iteration 106Q (10021.750000 sec): 3 clusters
  Score: Raw -8962681.761296 + Penalty 12766.565265 = -8949915.196031
  nChanged 24
		SP:Iteration 107Q (10021.970000 sec): 3 clusters
  Score: Raw -8962685.554960 + Penalty 12766.565265 = -8949918.989695
  nChanged 19
		SP:Iteration 108Q (10022.190000 sec): 3 clusters
  Score: Raw -8962688.569446 + Penalty 12766.565265 = -8949922.004181
  nChanged 20
		SP:Iteration 109Q (10022.400000 sec): 3 clusters
  Score: Raw -8962692.176481 + Penalty 12766.565265 = -8949925.611216
  nChanged 15
		SP:Iteration 110Q (10022.620000 sec): 3 clusters
  Score: Raw -8962694.483301 + Penalty 12766.565265 = -8949927.918035
  nChanged 10
		SP:Iteration 111Q (10022.840000 sec): 3 clusters
  Score: Raw -8962696.829712 + Penalty 12766.565265 = -8949930.264447
  nChanged 15
		SP:Iteration 112Q (10023.060000 sec): 3 clusters
  Score: Raw -8962699.500860 + Penalty 12766.565265 = -8949932.935595
  nChanged 9
		SP:Iteration 113Q (10023.280000 sec): 3 clusters
  Score: Raw -8962700.932756 + Penalty 12766.565265 = -8949934.367491
  nChanged 8
		SP:Iteration 114Q (10023.500000 sec): 3 clusters
  Score: Raw -8962702.112166 + Penalty 12766.565265 = -8949935.546901
  nChanged 10
		SP:Iteration 115Q (10023.720000 sec): 3 clusters
  Score: Raw -8962703.911657 + Penalty 12766.565265 = -8949937.346392
  nChanged 12
		SP:Iteration 116Q (10023.940000 sec): 3 clusters
  Score: Raw -8962705.629638 + Penalty 12766.565265 = -8949939.064373
  nChanged 7
		SP:Iteration 117Q (10024.160000 sec): 3 clusters
  Score: Raw -8962706.561913 + Penalty 12766.565265 = -8949939.996648
  nChanged 13
		SP:Iteration 118Q (10024.370000 sec): 3 clusters
  Score: Raw -8962708.660147 + Penalty 12766.565265 = -8949942.094881
  nChanged 13
		SP:Iteration 119Q (10024.590000 sec): 3 clusters
  Score: Raw -8962710.707966 + Penalty 12766.565265 = -8949944.142701
  nChanged 10
		SP:Iteration 120F (10024.850000 sec): 3 clusters
  Score: Raw -8962712.437088 + Penalty 12766.565265 = -8949945.871823
  nChanged 10
		SP:Iteration 121Q (10025.070000 sec): 3 clusters
  Score: Raw -8962714.385148 + Penalty 12766.565265 = -8949947.819883
  nChanged 7
		SP:Iteration 122Q (10025.290000 sec): 3 clusters
  Score: Raw -8962715.558253 + Penalty 12766.565265 = -8949948.992988
  nChanged 5
		SP:Iteration 123Q (10025.510000 sec): 3 clusters
  Score: Raw -8962716.263715 + Penalty 12766.565265 = -8949949.698450
  nChanged 2
		SP:Iteration 124Q (10025.730000 sec): 3 clusters
  Score: Raw -8962716.552936 + Penalty 12766.565265 = -8949949.987671
  nChanged 3
		SP:Iteration 125Q (10025.950000 sec): 3 clusters
  Score: Raw -8962717.142152 + Penalty 12766.565265 = -8949950.576887
  nChanged 5
		SP:Iteration 126Q (10026.170000 sec): 3 clusters
  Score: Raw -8962718.129335 + Penalty 12766.565265 = -8949951.564070
  nChanged 10
		SP:Iteration 127Q (10026.390000 sec): 3 clusters
  Score: Raw -8962719.875273 + Penalty 12766.565265 = -8949953.310008
  nChanged 12
		SP:Iteration 128Q (10026.610000 sec): 3 clusters
  Score: Raw -8962721.981941 + Penalty 12766.565265 = -8949955.416676
  nChanged 14
		SP:Iteration 129Q (10026.830000 sec): 3 clusters
  Score: Raw -8962724.917537 + Penalty 12766.565265 = -8949958.352272
  nChanged 16
		SP:Iteration 130Q (10027.040000 sec): 3 clusters
  Score: Raw -8962727.948476 + Penalty 12766.565265 = -8949961.383211
  nChanged 17
		SP:Iteration 131Q (10027.260000 sec): 3 clusters
  Score: Raw -8962731.240870 + Penalty 12766.565265 = -8949964.675605
  nChanged 12
		SP:Iteration 132Q (10027.480000 sec): 3 clusters
  Score: Raw -8962732.908479 + Penalty 12766.565265 = -8949966.343214
  nChanged 6
		SP:Iteration 133Q (10027.700000 sec): 3 clusters
  Score: Raw -8962733.708200 + Penalty 12766.565265 = -8949967.142935
  nChanged 5
		SP:Iteration 134Q (10027.920000 sec): 3 clusters
  Score: Raw -8962734.653242 + Penalty 12766.565265 = -8949968.087977
  nChanged 1
		SP:Iteration 135Q (10028.140000 sec): 3 clusters
  Score: Raw -8962734.841601 + Penalty 12766.565265 = -8949968.276336
  nChanged 2
		SP:Iteration 136Q (10028.350000 sec): 3 clusters
  Score: Raw -8962735.187586 + Penalty 12766.565265 = -8949968.622321
  nChanged 1
		SP:Iteration 137Q (10028.570000 sec): 3 clusters
  Score: Raw -8962735.360709 + Penalty 12766.565265 = -8949968.795444
  nChanged 3
		SP:Iteration 138Q (10028.790000 sec): 3 clusters
  Score: Raw -8962735.986070 + Penalty 12766.565265 = -8949969.420805
  nChanged 7
		SP:Iteration 139Q (10029.010000 sec): 3 clusters
  Score: Raw -8962737.149108 + Penalty 12766.565265 = -8949970.583843
  nChanged 11
		SP:Iteration 140F (10029.270000 sec): 3 clusters
  Score: Raw -8962739.035238 + Penalty 12766.565265 = -8949972.469973
  nChanged 13
		SP:Iteration 141Q (10029.480000 sec): 3 clusters
  Score: Raw -8962741.394703 + Penalty 12766.565265 = -8949974.829438
  nChanged 14
		SP:Iteration 142Q (10029.700000 sec): 3 clusters
  Score: Raw -8962743.904760 + Penalty 12766.565265 = -8949977.339495
  nChanged 9
		SP:Iteration 143Q (10029.920000 sec): 3 clusters
  Score: Raw -8962745.476157 + Penalty 12766.565265 = -8949978.910892
  nChanged 13
		SP:Iteration 144Q (10030.140000 sec): 3 clusters
  Score: Raw -8962747.628271 + Penalty 12766.565265 = -8949981.063006
  nChanged 8
		SP:Iteration 145Q (10030.360000 sec): 3 clusters
  Score: Raw -8962749.038635 + Penalty 12766.565265 = -8949982.473370
  nChanged 6
		SP:Iteration 146Q (10030.580000 sec): 3 clusters
  Score: Raw -8962750.161850 + Penalty 12766.565265 = -8949983.596585
  nChanged 7
		SP:Iteration 147Q (10030.790000 sec): 3 clusters
  Score: Raw -8962751.520915 + Penalty 12766.565265 = -8949984.955650
  nChanged 5
		SP:Iteration 148Q (10031.010000 sec): 3 clusters
  Score: Raw -8962752.454305 + Penalty 12766.565265 = -8949985.889040
  nChanged 7
		SP:Iteration 149Q (10031.230000 sec): 3 clusters
  Score: Raw -8962753.318383 + Penalty 12766.565265 = -8949986.753118
  nChanged 2
		SP:Iteration 150Q (10031.450000 sec): 3 clusters
  Score: Raw -8962753.515593 + Penalty 12766.565265 = -8949986.950328
  nChanged 1
		SP:Iteration 151Q (10031.670000 sec): 3 clusters
  Score: Raw -8962753.743293 + Penalty 12766.565265 = -8949987.178028
  nChanged 6
		SP:Iteration 152Q (10031.890000 sec): 3 clusters
  Score: Raw -8962754.775780 + Penalty 12766.565265 = -8949988.210515
  nChanged 5
		SP:Iteration 153Q (10032.100000 sec): 3 clusters
  Score: Raw -8962755.644730 + Penalty 12766.565265 = -8949989.079465
  nChanged 3
		SP:Iteration 154Q (10032.320000 sec): 3 clusters
  Score: Raw -8962756.084747 + Penalty 12766.565265 = -8949989.519482
  nChanged 2
		SP:Iteration 155Q (10032.540000 sec): 3 clusters
  Score: Raw -8962756.410270 + Penalty 12766.565265 = -8949989.845005
  nChanged 2
		SP:Iteration 156Q (10032.750000 sec): 3 clusters
  Score: Raw -8962756.832397 + Penalty 12766.565265 = -8949990.267132
  nChanged 2
		SP:Iteration 157Q (10032.970000 sec): 3 clusters
  Score: Raw -8962757.158818 + Penalty 12766.565265 = -8949990.593553
  nChanged 1
		SP:Iteration 158Q (10033.190000 sec): 3 clusters
  Score: Raw -8962757.334996 + Penalty 12766.565265 = -8949990.769731
  nChanged 1
		SP:Iteration 159Q (10033.410000 sec): 3 clusters
  Score: Raw -8962757.487794 + Penalty 12766.565265 = -8949990.922529
  nChanged 0
		SP:Iteration 160F (10033.660000 sec): 3 clusters
  Score: Raw -8962757.487794 + Penalty 12766.565265 = -8949990.922529
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 29 (19572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10033.800000 sec): 2 clusters
  Score: Raw -5199208.320902 + Penalty 6052.636342 = -5193155.684560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10033.950000 sec): 3 clusters
  Score: Raw -5189021.978036 + Penalty 12105.272684 = -5176916.705352
  nChanged 7846
		SP:Iteration 1F (10034.090000 sec): 3 clusters
  Score: Raw -5193334.567995 + Penalty 12105.272684 = -5181229.295311
  nChanged 1344
		SP:Iteration 2F (10034.250000 sec): 3 clusters
  Score: Raw -5194022.135525 + Penalty 12105.272684 = -5181916.862841
  nChanged 962
		SP:Iteration 3Q (10034.390000 sec): 3 clusters
  Score: Raw -5194437.147321 + Penalty 12105.272684 = -5182331.874637
  nChanged 709
		SP:Iteration 4Q (10034.550000 sec): 3 clusters
  Score: Raw -5194738.659027 + Penalty 12105.272684 = -5182633.386343
  nChanged 653
		SP:Iteration 5Q (10034.690000 sec): 3 clusters
  Score: Raw -5194990.584690 + Penalty 12105.272684 = -5182885.312006
  nChanged 511
		SP:Iteration 6Q (10034.840000 sec): 3 clusters
  Score: Raw -5195172.754030 + Penalty 12105.272684 = -5183067.481346
  nChanged 417
		SP:Iteration 7Q (10034.990000 sec): 3 clusters
  Score: Raw -5195325.565489 + Penalty 12105.272684 = -5183220.292804
  nChanged 404
		SP:Iteration 8Q (10035.140000 sec): 3 clusters
  Score: Raw -5195463.626133 + Penalty 12105.272684 = -5183358.353448
  nChanged 348
		SP:Iteration 9Q (10035.290000 sec): 3 clusters
  Score: Raw -5195584.768668 + Penalty 12105.272684 = -5183479.495983
  nChanged 347
		SP:Iteration 10Q (10035.440000 sec): 3 clusters
  Score: Raw -5195697.510175 + Penalty 12105.272684 = -5183592.237491
  nChanged 317
		SP:Iteration 11Q (10035.590000 sec): 3 clusters
  Score: Raw -5195808.786335 + Penalty 12105.272684 = -5183703.513651
  nChanged 321
		SP:Iteration 12Q (10035.740000 sec): 3 clusters
  Score: Raw -5195926.427245 + Penalty 12105.272684 = -5183821.154561
  nChanged 331
		SP:Iteration 13Q (10035.890000 sec): 3 clusters
  Score: Raw -5196050.184106 + Penalty 12105.272684 = -5183944.911422
  nChanged 367
		SP:Iteration 14Q (10036.040000 sec): 3 clusters
  Score: Raw -5196199.503702 + Penalty 12105.272684 = -5184094.231018
  nChanged 411
		SP:Iteration 15Q (10036.190000 sec): 3 clusters
  Score: Raw -5196392.149408 + Penalty 12105.272684 = -5184286.876723
  nChanged 508
		SP:Iteration 16Q (10036.330000 sec): 3 clusters
  Score: Raw -5196665.506606 + Penalty 12105.272684 = -5184560.233921
  nChanged 566
		SP:Iteration 17Q (10036.480000 sec): 3 clusters
  Score: Raw -5197005.461159 + Penalty 12105.272684 = -5184900.188474
  nChanged 675
		SP:Iteration 18Q (10036.630000 sec): 3 clusters
  Score: Raw -5197435.480658 + Penalty 12105.272684 = -5185330.207974
  nChanged 736
		SP:Iteration 19Q (10036.780000 sec): 3 clusters
  Score: Raw -5197887.916544 + Penalty 12105.272684 = -5185782.643860
  nChanged 672
		SP:Iteration 20F (10036.930000 sec): 3 clusters
  Score: Raw -5198255.159126 + Penalty 12105.272684 = -5186149.886442
  nChanged 636
		SP:Iteration 21Q (10037.070000 sec): 3 clusters
  Score: Raw -5198611.994269 + Penalty 12105.272684 = -5186506.721585
  nChanged 548
		SP:Iteration 22Q (10037.220000 sec): 3 clusters
  Score: Raw -5198890.955794 + Penalty 12105.272684 = -5186785.683110
  nChanged 470
		SP:Iteration 23Q (10037.370000 sec): 3 clusters
  Score: Raw -5199145.668136 + Penalty 12105.272684 = -5187040.395452
  nChanged 414
		SP:Iteration 24Q (10037.510000 sec): 3 clusters
  Score: Raw -5199383.337206 + Penalty 12105.272684 = -5187278.064522
  nChanged 399
		SP:Iteration 25Q (10037.660000 sec): 3 clusters
  Score: Raw -5199655.077496 + Penalty 12105.272684 = -5187549.804811
  nChanged 380
		SP:Iteration 26Q (10037.810000 sec): 3 clusters
  Score: Raw -5199909.377615 + Penalty 12105.272684 = -5187804.104930
  nChanged 352
		SP:Iteration 27Q (10037.950000 sec): 3 clusters
  Score: Raw -5200154.690710 + Penalty 12105.272684 = -5188049.418026
  nChanged 309
		SP:Iteration 28Q (10038.100000 sec): 3 clusters
  Score: Raw -5200366.994417 + Penalty 12105.272684 = -5188261.721733
  nChanged 265
		SP:Iteration 29Q (10038.240000 sec): 3 clusters
  Score: Raw -5200527.180178 + Penalty 12105.272684 = -5188421.907494
  nChanged 230
		SP:Iteration 30Q (10038.380000 sec): 3 clusters
  Score: Raw -5200679.033719 + Penalty 12105.272684 = -5188573.761035
  nChanged 218
		SP:Iteration 31Q (10038.520000 sec): 3 clusters
  Score: Raw -5200811.564259 + Penalty 12105.272684 = -5188706.291575
  nChanged 162
		SP:Iteration 32Q (10038.660000 sec): 3 clusters
  Score: Raw -5200912.031610 + Penalty 12105.272684 = -5188806.758926
  nChanged 143
		SP:Iteration 33Q (10038.790000 sec): 3 clusters
  Score: Raw -5200987.111904 + Penalty 12105.272684 = -5188881.839220
  nChanged 100
		SP:Iteration 34Q (10038.930000 sec): 3 clusters
  Score: Raw -5201032.852972 + Penalty 12105.272684 = -5188927.580288
  nChanged 77
		SP:Iteration 35Q (10039.050000 sec): 3 clusters
  Score: Raw -5201066.199416 + Penalty 12105.272684 = -5188960.926732
  nChanged 63
		SP:Iteration 36Q (10039.190000 sec): 3 clusters
  Score: Raw -5201095.084381 + Penalty 12105.272684 = -5188989.811696
  nChanged 57
		SP:Iteration 37Q (10039.310000 sec): 3 clusters
  Score: Raw -5201116.015165 + Penalty 12105.272684 = -5189010.742481
  nChanged 46
		SP:Iteration 38Q (10039.440000 sec): 3 clusters
  Score: Raw -5201132.877253 + Penalty 12105.272684 = -5189027.604569
  nChanged 37
		SP:Iteration 39Q (10039.570000 sec): 3 clusters
  Score: Raw -5201147.487684 + Penalty 12105.272684 = -5189042.215000
  nChanged 34
		SP:Iteration 40F (10039.720000 sec): 3 clusters
  Score: Raw -5201160.828678 + Penalty 12105.272684 = -5189055.555994
  nChanged 35
		SP:Iteration 41Q (10039.850000 sec): 3 clusters
  Score: Raw -5201173.648476 + Penalty 12105.272684 = -5189068.375792
  nChanged 30
		SP:Iteration 42Q (10039.980000 sec): 3 clusters
  Score: Raw -5201184.581900 + Penalty 12105.272684 = -5189079.309216
  nChanged 27
		SP:Iteration 43Q (10040.110000 sec): 3 clusters
  Score: Raw -5201195.507849 + Penalty 12105.272684 = -5189090.235165
  nChanged 20
		SP:Iteration 44Q (10040.230000 sec): 3 clusters
  Score: Raw -5201204.054268 + Penalty 12105.272684 = -5189098.781584
  nChanged 21
		SP:Iteration 45Q (10040.360000 sec): 3 clusters
  Score: Raw -5201211.696692 + Penalty 12105.272684 = -5189106.424008
  nChanged 20
		SP:Iteration 46Q (10040.490000 sec): 3 clusters
  Score: Raw -5201218.231800 + Penalty 12105.272684 = -5189112.959116
  nChanged 14
		SP:Iteration 47Q (10040.610000 sec): 3 clusters
  Score: Raw -5201223.181172 + Penalty 12105.272684 = -5189117.908488
  nChanged 13
		SP:Iteration 48Q (10040.740000 sec): 3 clusters
  Score: Raw -5201228.250810 + Penalty 12105.272684 = -5189122.978126
  nChanged 14
		SP:Iteration 49Q (10040.870000 sec): 3 clusters
  Score: Raw -5201232.376349 + Penalty 12105.272684 = -5189127.103665
  nChanged 11
		SP:Iteration 50Q (10040.990000 sec): 3 clusters
  Score: Raw -5201236.401789 + Penalty 12105.272684 = -5189131.129105
  nChanged 6
		SP:Iteration 51Q (10041.120000 sec): 3 clusters
  Score: Raw -5201238.305270 + Penalty 12105.272684 = -5189133.032586
  nChanged 8
		SP:Iteration 52Q (10041.250000 sec): 3 clusters
  Score: Raw -5201240.506876 + Penalty 12105.272684 = -5189135.234192
  nChanged 7
		SP:Iteration 53Q (10041.370000 sec): 3 clusters
  Score: Raw -5201242.972600 + Penalty 12105.272684 = -5189137.699916
  nChanged 5
		SP:Iteration 54Q (10041.500000 sec): 3 clusters
  Score: Raw -5201244.748744 + Penalty 12105.272684 = -5189139.476060
  nChanged 8
		SP:Iteration 55Q (10041.620000 sec): 3 clusters
  Score: Raw -5201248.921210 + Penalty 12105.272684 = -5189143.648525
  nChanged 12
		SP:Iteration 56Q (10041.750000 sec): 3 clusters
  Score: Raw -5201252.656293 + Penalty 12105.272684 = -5189147.383609
  nChanged 5
		SP:Iteration 57Q (10041.870000 sec): 3 clusters
  Score: Raw -5201254.655366 + Penalty 12105.272684 = -5189149.382681
  nChanged 4
		SP:Iteration 58Q (10042.000000 sec): 3 clusters
  Score: Raw -5201256.312115 + Penalty 12105.272684 = -5189151.039431
  nChanged 4
		SP:Iteration 59Q (10042.120000 sec): 3 clusters
  Score: Raw -5201257.608095 + Penalty 12105.272684 = -5189152.335411
  nChanged 6
		SP:Iteration 60F (10042.270000 sec): 3 clusters
  Score: Raw -5201260.256098 + Penalty 12105.272684 = -5189154.983414
  nChanged 8
		SP:Iteration 61Q (10042.400000 sec): 3 clusters
  Score: Raw -5201264.108796 + Penalty 12105.272684 = -5189158.836112
  nChanged 7
		SP:Iteration 62Q (10042.520000 sec): 3 clusters
  Score: Raw -5201265.910413 + Penalty 12105.272684 = -5189160.637729
  nChanged 3
		SP:Iteration 63Q (10042.650000 sec): 3 clusters
  Score: Raw -5201267.204702 + Penalty 12105.272684 = -5189161.932018
  nChanged 1
		SP:Iteration 64Q (10042.770000 sec): 3 clusters
  Score: Raw -5201267.598325 + Penalty 12105.272684 = -5189162.325641
  nChanged 2
		SP:Iteration 65Q (10042.890000 sec): 3 clusters
  Score: Raw -5201268.132985 + Penalty 12105.272684 = -5189162.860301
  nChanged 2
		SP:Iteration 66Q (10043.020000 sec): 3 clusters
  Score: Raw -5201268.851690 + Penalty 12105.272684 = -5189163.579005
  nChanged 3
		SP:Iteration 67Q (10043.150000 sec): 3 clusters
  Score: Raw -5201269.490745 + Penalty 12105.272684 = -5189164.218060
  nChanged 0
		SP:Iteration 68F (10043.290000 sec): 3 clusters
  Score: Raw -5201269.490745 + Penalty 12105.272684 = -5189164.218060
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 30 (18633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10043.430000 sec): 2 clusters
  Score: Raw -4743949.695945 + Penalty 6022.522307 = -4737927.173638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10043.570000 sec): 3 clusters
  Score: Raw -4734431.322276 + Penalty 12045.044615 = -4722386.277661
  nChanged 7401
		SP:Iteration 1F (10043.710000 sec): 3 clusters
  Score: Raw -4738417.517284 + Penalty 12045.044615 = -4726372.472669
  nChanged 1319
		SP:Iteration 2F (10043.850000 sec): 3 clusters
  Score: Raw -4739127.784258 + Penalty 12045.044615 = -4727082.739643
  nChanged 977
		SP:Iteration 3F (10043.990000 sec): 3 clusters
  Score: Raw -4739617.642371 + Penalty 12045.044615 = -4727572.597757
  nChanged 794
		SP:Iteration 4Q (10044.140000 sec): 3 clusters
  Score: Raw -4740023.983958 + Penalty 12045.044615 = -4727978.939343
  nChanged 696
		SP:Iteration 5Q (10044.280000 sec): 3 clusters
  Score: Raw -4740404.795450 + Penalty 12045.044615 = -4728359.750835
  nChanged 706
		SP:Iteration 6Q (10044.420000 sec): 3 clusters
  Score: Raw -4740796.477146 + Penalty 12045.044615 = -4728751.432532
  nChanged 650
		SP:Iteration 7Q (10044.570000 sec): 3 clusters
  Score: Raw -4741172.733262 + Penalty 12045.044615 = -4729127.688648
  nChanged 641
		SP:Iteration 8Q (10044.710000 sec): 3 clusters
  Score: Raw -4741563.478322 + Penalty 12045.044615 = -4729518.433708
  nChanged 663
		SP:Iteration 9Q (10044.850000 sec): 3 clusters
  Score: Raw -4741996.029085 + Penalty 12045.044615 = -4729950.984471
  nChanged 673
		SP:Iteration 10Q (10044.990000 sec): 3 clusters
  Score: Raw -4742430.953057 + Penalty 12045.044615 = -4730385.908443
  nChanged 631
		SP:Iteration 11Q (10045.130000 sec): 3 clusters
  Score: Raw -4742803.723878 + Penalty 12045.044615 = -4730758.679263
  nChanged 578
		SP:Iteration 12Q (10045.270000 sec): 3 clusters
  Score: Raw -4743127.298410 + Penalty 12045.044615 = -4731082.253795
  nChanged 544
		SP:Iteration 13Q (10045.410000 sec): 3 clusters
  Score: Raw -4743438.909231 + Penalty 12045.044615 = -4731393.864617
  nChanged 502
		SP:Iteration 14Q (10045.550000 sec): 3 clusters
  Score: Raw -4743708.367082 + Penalty 12045.044615 = -4731663.322467
  nChanged 454
		SP:Iteration 15Q (10045.690000 sec): 3 clusters
  Score: Raw -4743955.575093 + Penalty 12045.044615 = -4731910.530478
  nChanged 418
		SP:Iteration 16Q (10045.830000 sec): 3 clusters
  Score: Raw -4744160.837904 + Penalty 12045.044615 = -4732115.793289
  nChanged 372
		SP:Iteration 17Q (10045.960000 sec): 3 clusters
  Score: Raw -4744338.947360 + Penalty 12045.044615 = -4732293.902746
  nChanged 348
		SP:Iteration 18Q (10046.100000 sec): 3 clusters
  Score: Raw -4744513.322404 + Penalty 12045.044615 = -4732468.277789
  nChanged 327
		SP:Iteration 19Q (10046.230000 sec): 3 clusters
  Score: Raw -4744667.299773 + Penalty 12045.044615 = -4732622.255158
  nChanged 279
		SP:Iteration 20F (10046.380000 sec): 3 clusters
  Score: Raw -4744800.568735 + Penalty 12045.044615 = -4732755.524120
  nChanged 286
		SP:Iteration 21Q (10046.510000 sec): 3 clusters
  Score: Raw -4744928.542795 + Penalty 12045.044615 = -4732883.498180
  nChanged 264
		SP:Iteration 22Q (10046.650000 sec): 3 clusters
  Score: Raw -4745054.291866 + Penalty 12045.044615 = -4733009.247252
  nChanged 243
		SP:Iteration 23Q (10046.780000 sec): 3 clusters
  Score: Raw -4745157.794566 + Penalty 12045.044615 = -4733112.749951
  nChanged 180
		SP:Iteration 24Q (10046.910000 sec): 3 clusters
  Score: Raw -4745224.796836 + Penalty 12045.044615 = -4733179.752222
  nChanged 155
		SP:Iteration 25Q (10047.050000 sec): 3 clusters
  Score: Raw -4745284.871098 + Penalty 12045.044615 = -4733239.826483
  nChanged 159
		SP:Iteration 26Q (10047.180000 sec): 3 clusters
  Score: Raw -4745341.439729 + Penalty 12045.044615 = -4733296.395115
  nChanged 140
		SP:Iteration 27Q (10047.310000 sec): 3 clusters
  Score: Raw -4745397.570560 + Penalty 12045.044615 = -4733352.525946
  nChanged 133
		SP:Iteration 28Q (10047.440000 sec): 3 clusters
  Score: Raw -4745447.974099 + Penalty 12045.044615 = -4733402.929484
  nChanged 126
		SP:Iteration 29Q (10047.570000 sec): 3 clusters
  Score: Raw -4745498.337111 + Penalty 12045.044615 = -4733453.292496
  nChanged 118
		SP:Iteration 30Q (10047.700000 sec): 3 clusters
  Score: Raw -4745550.971546 + Penalty 12045.044615 = -4733505.926931
  nChanged 124
		SP:Iteration 31Q (10047.830000 sec): 3 clusters
  Score: Raw -4745609.213922 + Penalty 12045.044615 = -4733564.169307
  nChanged 131
		SP:Iteration 32Q (10047.960000 sec): 3 clusters
  Score: Raw -4745692.284330 + Penalty 12045.044615 = -4733647.239716
  nChanged 151
		SP:Iteration 33Q (10048.090000 sec): 3 clusters
  Score: Raw -4745778.146335 + Penalty 12045.044615 = -4733733.101721
  nChanged 158
		SP:Iteration 34Q (10048.220000 sec): 3 clusters
  Score: Raw -4745878.738147 + Penalty 12045.044615 = -4733833.693533
  nChanged 142
		SP:Iteration 35Q (10048.340000 sec): 3 clusters
  Score: Raw -4745977.945032 + Penalty 12045.044615 = -4733932.900417
  nChanged 169
		SP:Iteration 36Q (10048.470000 sec): 3 clusters
  Score: Raw -4746091.178433 + Penalty 12045.044615 = -4734046.133819
  nChanged 137
		SP:Iteration 37Q (10048.590000 sec): 3 clusters
  Score: Raw -4746164.132657 + Penalty 12045.044615 = -4734119.088042
  nChanged 118
		SP:Iteration 38Q (10048.720000 sec): 3 clusters
  Score: Raw -4746214.980646 + Penalty 12045.044615 = -4734169.936031
  nChanged 94
		SP:Iteration 39Q (10048.840000 sec): 3 clusters
  Score: Raw -4746251.406763 + Penalty 12045.044615 = -4734206.362148
  nChanged 73
		SP:Iteration 40F (10048.980000 sec): 3 clusters
  Score: Raw -4746278.517553 + Penalty 12045.044615 = -4734233.472939
  nChanged 48
		SP:Iteration 41Q (10049.110000 sec): 3 clusters
  Score: Raw -4746299.003736 + Penalty 12045.044615 = -4734253.959121
  nChanged 53
		SP:Iteration 42Q (10049.230000 sec): 3 clusters
  Score: Raw -4746321.243264 + Penalty 12045.044615 = -4734276.198650
  nChanged 44
		SP:Iteration 43Q (10049.350000 sec): 3 clusters
  Score: Raw -4746338.016509 + Penalty 12045.044615 = -4734292.971895
  nChanged 36
		SP:Iteration 44Q (10049.470000 sec): 3 clusters
  Score: Raw -4746351.691442 + Penalty 12045.044615 = -4734306.646828
  nChanged 41
		SP:Iteration 45Q (10049.590000 sec): 3 clusters
  Score: Raw -4746366.145753 + Penalty 12045.044615 = -4734321.101139
  nChanged 29
		SP:Iteration 46Q (10049.710000 sec): 3 clusters
  Score: Raw -4746375.604746 + Penalty 12045.044615 = -4734330.560131
  nChanged 27
		SP:Iteration 47Q (10049.830000 sec): 3 clusters
  Score: Raw -4746383.354272 + Penalty 12045.044615 = -4734338.309658
  nChanged 22
		SP:Iteration 48Q (10049.950000 sec): 3 clusters
  Score: Raw -4746390.815718 + Penalty 12045.044615 = -4734345.771103
  nChanged 27
		SP:Iteration 49Q (10050.070000 sec): 3 clusters
  Score: Raw -4746398.702258 + Penalty 12045.044615 = -4734353.657644
  nChanged 15
		SP:Iteration 50Q (10050.190000 sec): 3 clusters
  Score: Raw -4746404.565890 + Penalty 12045.044615 = -4734359.521275
  nChanged 22
		SP:Iteration 51Q (10050.310000 sec): 3 clusters
  Score: Raw -4746412.607291 + Penalty 12045.044615 = -4734367.562676
  nChanged 17
		SP:Iteration 52Q (10050.430000 sec): 3 clusters
  Score: Raw -4746417.555759 + Penalty 12045.044615 = -4734372.511144
  nChanged 14
		SP:Iteration 53Q (10050.550000 sec): 3 clusters
  Score: Raw -4746421.204913 + Penalty 12045.044615 = -4734376.160298
  nChanged 15
		SP:Iteration 54Q (10050.670000 sec): 3 clusters
  Score: Raw -4746425.089553 + Penalty 12045.044615 = -4734380.044939
  nChanged 6
		SP:Iteration 55Q (10050.790000 sec): 3 clusters
  Score: Raw -4746427.277234 + Penalty 12045.044615 = -4734382.232620
  nChanged 10
		SP:Iteration 56Q (10050.910000 sec): 3 clusters
  Score: Raw -4746430.458507 + Penalty 12045.044615 = -4734385.413893
  nChanged 6
		SP:Iteration 57Q (10051.030000 sec): 3 clusters
  Score: Raw -4746432.314597 + Penalty 12045.044615 = -4734387.269982
  nChanged 2
		SP:Iteration 58Q (10051.150000 sec): 3 clusters
  Score: Raw -4746432.994682 + Penalty 12045.044615 = -4734387.950067
  nChanged 1
		SP:Iteration 59Q (10051.270000 sec): 3 clusters
  Score: Raw -4746433.167391 + Penalty 12045.044615 = -4734388.122776
  nChanged 1
		SP:Iteration 60F (10051.410000 sec): 3 clusters
  Score: Raw -4746433.298948 + Penalty 12045.044615 = -4734388.254334
  nChanged 1
		SP:Iteration 61Q (10051.530000 sec): 3 clusters
  Score: Raw -4746433.685996 + Penalty 12045.044615 = -4734388.641381
  nChanged 0
		SP:Iteration 62F (10051.670000 sec): 3 clusters
  Score: Raw -4746433.685996 + Penalty 12045.044615 = -4734388.641381
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 31 (172580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10052.810000 sec): 2 clusters
  Score: Raw -46431726.759152 + Penalty 7385.902408 = -46424340.856744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10054.140000 sec): 3 clusters
  Score: Raw -46323048.595818 + Penalty 14771.804816 = -46308276.791002
  nChanged 80892
		SP:Iteration 1F (10055.460000 sec): 3 clusters
  Score: Raw -46368240.490131 + Penalty 14771.804816 = -46353468.685316
  nChanged 6582
		SP:Iteration 2Q (10056.780000 sec): 3 clusters
  Score: Raw -46370168.100837 + Penalty 14771.804816 = -46355396.296021
  nChanged 7206
		SP:Iteration 3Q (10058.120000 sec): 3 clusters
  Score: Raw -46372788.793270 + Penalty 14771.804816 = -46358016.988454
  nChanged 8443
		SP:Iteration 4Q (10059.450000 sec): 3 clusters
  Score: Raw -46376763.822857 + Penalty 14771.804816 = -46361992.018041
  nChanged 10314
		SP:Iteration 5F (10060.770000 sec): 3 clusters
  Score: Raw -46382952.143557 + Penalty 14771.804816 = -46368180.338741
  nChanged 11921
		SP:Iteration 6F (10062.080000 sec): 3 clusters
  Score: Raw -46391393.722580 + Penalty 14771.804816 = -46376621.917765
  nChanged 12557
		SP:Iteration 7F (10063.400000 sec): 3 clusters
  Score: Raw -46401138.923610 + Penalty 14771.804816 = -46386367.118794
  nChanged 11634
		SP:Iteration 8F (10064.700000 sec): 3 clusters
  Score: Raw -46410619.482559 + Penalty 14771.804816 = -46395847.677744
  nChanged 9566
		SP:Iteration 9F (10066.020000 sec): 3 clusters
  Score: Raw -46418626.109357 + Penalty 14771.804816 = -46403854.304542
  nChanged 7098
		SP:Iteration 10Q (10067.260000 sec): 3 clusters
  Score: Raw -46424539.529297 + Penalty 14771.804816 = -46409767.724482
  nChanged 4628
		SP:Iteration 11Q (10068.440000 sec): 3 clusters
  Score: Raw -46428293.926163 + Penalty 14771.804816 = -46413522.121347
  nChanged 2575
		SP:Iteration 12Q (10069.540000 sec): 3 clusters
  Score: Raw -46430345.097376 + Penalty 14771.804816 = -46415573.292560
  nChanged 1321
		SP:Iteration 13Q (10070.570000 sec): 3 clusters
  Score: Raw -46431391.333360 + Penalty 14771.804816 = -46416619.528544
  nChanged 667
		SP:Iteration 14Q (10071.560000 sec): 3 clusters
  Score: Raw -46431927.741804 + Penalty 14771.804816 = -46417155.936989
  nChanged 386
		SP:Iteration 15Q (10072.500000 sec): 3 clusters
  Score: Raw -46432228.789537 + Penalty 14771.804816 = -46417456.984721
  nChanged 209
		SP:Iteration 16Q (10073.430000 sec): 3 clusters
  Score: Raw -46432410.231120 + Penalty 14771.804816 = -46417638.426304
  nChanged 141
		SP:Iteration 17Q (10074.350000 sec): 3 clusters
  Score: Raw -46432530.813703 + Penalty 14771.804816 = -46417759.008888
  nChanged 108
		SP:Iteration 18Q (10075.260000 sec): 3 clusters
  Score: Raw -46432619.027525 + Penalty 14771.804816 = -46417847.222710
  nChanged 63
		SP:Iteration 19Q (10076.160000 sec): 3 clusters
  Score: Raw -46432674.287521 + Penalty 14771.804816 = -46417902.482706
  nChanged 52
		SP:Iteration 20F (10077.460000 sec): 3 clusters
  Score: Raw -46432715.865136 + Penalty 14771.804816 = -46417944.060321
  nChanged 41
		SP:Iteration 21Q (10078.360000 sec): 3 clusters
  Score: Raw -46432747.428473 + Penalty 14771.804816 = -46417975.623657
  nChanged 25
		SP:Iteration 22Q (10079.250000 sec): 3 clusters
  Score: Raw -46432772.384545 + Penalty 14771.804816 = -46418000.579729
  nChanged 21
		SP:Iteration 23Q (10080.150000 sec): 3 clusters
  Score: Raw -46432788.756318 + Penalty 14771.804816 = -46418016.951503
  nChanged 23
		SP:Iteration 24Q (10081.040000 sec): 3 clusters
  Score: Raw -46432807.615387 + Penalty 14771.804816 = -46418035.810571
  nChanged 17
		SP:Iteration 25Q (10081.940000 sec): 3 clusters
  Score: Raw -46432821.962473 + Penalty 14771.804816 = -46418050.157657
  nChanged 12
		SP:Iteration 26Q (10082.820000 sec): 3 clusters
  Score: Raw -46432830.995573 + Penalty 14771.804816 = -46418059.190757
  nChanged 9
		SP:Iteration 27Q (10083.720000 sec): 3 clusters
  Score: Raw -46432837.041240 + Penalty 14771.804816 = -46418065.236425
  nChanged 8
		SP:Iteration 28Q (10084.610000 sec): 3 clusters
  Score: Raw -46432843.750714 + Penalty 14771.804816 = -46418071.945898
  nChanged 8
		SP:Iteration 29Q (10085.490000 sec): 3 clusters
  Score: Raw -46432848.868639 + Penalty 14771.804816 = -46418077.063824
  nChanged 2
		SP:Iteration 30Q (10086.390000 sec): 3 clusters
  Score: Raw -46432849.968212 + Penalty 14771.804816 = -46418078.163396
  nChanged 1
		SP:Iteration 31Q (10087.270000 sec): 3 clusters
  Score: Raw -46432850.480632 + Penalty 14771.804816 = -46418078.675816
  nChanged 1
		SP:Iteration 32Q (10088.170000 sec): 3 clusters
  Score: Raw -46432850.725250 + Penalty 14771.804816 = -46418078.920434
  nChanged 0
		SP:Iteration 33F (10089.460000 sec): 3 clusters
  Score: Raw -46432850.725250 + Penalty 14771.804816 = -46418078.920434
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 32 (31519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10089.740000 sec): 2 clusters
  Score: Raw -8398012.870030 + Penalty 6344.486813 = -8391668.383217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10089.980000 sec): 3 clusters
  Score: Raw -8380434.620063 + Penalty 12688.973627 = -8367745.646437
  nChanged 13401
		SP:Iteration 1F (10090.220000 sec): 3 clusters
  Score: Raw -8387659.138586 + Penalty 12688.973627 = -8374970.164959
  nChanged 1837
		SP:Iteration 2F (10090.460000 sec): 3 clusters
  Score: Raw -8388476.203946 + Penalty 12688.973627 = -8375787.230319
  nChanged 1553
		SP:Iteration 3Q (10090.700000 sec): 3 clusters
  Score: Raw -8389084.740489 + Penalty 12688.973627 = -8376395.766862
  nChanged 1301
		SP:Iteration 4Q (10090.940000 sec): 3 clusters
  Score: Raw -8389643.277642 + Penalty 12688.973627 = -8376954.304015
  nChanged 1256
		SP:Iteration 5Q (10091.180000 sec): 3 clusters
  Score: Raw -8390237.649226 + Penalty 12688.973627 = -8377548.675600
  nChanged 1302
		SP:Iteration 6Q (10091.420000 sec): 3 clusters
  Score: Raw -8390964.108677 + Penalty 12688.973627 = -8378275.135051
  nChanged 1371
		SP:Iteration 7Q (10091.660000 sec): 3 clusters
  Score: Raw -8391783.317354 + Penalty 12688.973627 = -8379094.343727
  nChanged 1529
		SP:Iteration 8Q (10091.900000 sec): 3 clusters
  Score: Raw -8392710.412278 + Penalty 12688.973627 = -8380021.438651
  nChanged 1598
		SP:Iteration 9F (10092.140000 sec): 3 clusters
  Score: Raw -8393699.450383 + Penalty 12688.973627 = -8381010.476756
  nChanged 1596
		SP:Iteration 10F (10092.370000 sec): 3 clusters
  Score: Raw -8394640.057660 + Penalty 12688.973627 = -8381951.084033
  nChanged 1409
		SP:Iteration 11Q (10092.610000 sec): 3 clusters
  Score: Raw -8395360.037517 + Penalty 12688.973627 = -8382671.063891
  nChanged 1196
		SP:Iteration 12Q (10092.850000 sec): 3 clusters
  Score: Raw -8395879.056957 + Penalty 12688.973627 = -8383190.083330
  nChanged 972
		SP:Iteration 13Q (10093.090000 sec): 3 clusters
  Score: Raw -8396245.585530 + Penalty 12688.973627 = -8383556.611904
  nChanged 743
		SP:Iteration 14Q (10093.330000 sec): 3 clusters
  Score: Raw -8396498.672447 + Penalty 12688.973627 = -8383809.698820
  nChanged 613
		SP:Iteration 15Q (10093.570000 sec): 3 clusters
  Score: Raw -8396686.810421 + Penalty 12688.973627 = -8383997.836795
  nChanged 501
		SP:Iteration 16Q (10093.800000 sec): 3 clusters
  Score: Raw -8396811.298311 + Penalty 12688.973627 = -8384122.324684
  nChanged 341
		SP:Iteration 17Q (10094.040000 sec): 3 clusters
  Score: Raw -8396884.203386 + Penalty 12688.973627 = -8384195.229759
  nChanged 254
		SP:Iteration 18Q (10094.270000 sec): 3 clusters
  Score: Raw -8396931.654721 + Penalty 12688.973627 = -8384242.681095
  nChanged 219
		SP:Iteration 19Q (10094.510000 sec): 3 clusters
  Score: Raw -8396970.923375 + Penalty 12688.973627 = -8384281.949749
  nChanged 204
		SP:Iteration 20F (10094.750000 sec): 3 clusters
  Score: Raw -8397005.267595 + Penalty 12688.973627 = -8384316.293969
  nChanged 161
		SP:Iteration 21Q (10094.990000 sec): 3 clusters
  Score: Raw -8397029.454353 + Penalty 12688.973627 = -8384340.480726
  nChanged 132
		SP:Iteration 22Q (10095.220000 sec): 3 clusters
  Score: Raw -8397047.876138 + Penalty 12688.973627 = -8384358.902512
  nChanged 91
		SP:Iteration 23Q (10095.460000 sec): 3 clusters
  Score: Raw -8397061.050974 + Penalty 12688.973627 = -8384372.077347
  nChanged 82
		SP:Iteration 24Q (10095.700000 sec): 3 clusters
  Score: Raw -8397071.479699 + Penalty 12688.973627 = -8384382.506072
  nChanged 65
		SP:Iteration 25Q (10095.930000 sec): 3 clusters
  Score: Raw -8397079.382574 + Penalty 12688.973627 = -8384390.408947
  nChanged 55
		SP:Iteration 26Q (10096.170000 sec): 3 clusters
  Score: Raw -8397086.057105 + Penalty 12688.973627 = -8384397.083478
  nChanged 47
		SP:Iteration 27Q (10096.410000 sec): 3 clusters
  Score: Raw -8397092.246893 + Penalty 12688.973627 = -8384403.273267
  nChanged 42
		SP:Iteration 28Q (10096.650000 sec): 3 clusters
  Score: Raw -8397097.497243 + Penalty 12688.973627 = -8384408.523617
  nChanged 36
		SP:Iteration 29Q (10096.880000 sec): 3 clusters
  Score: Raw -8397101.535929 + Penalty 12688.973627 = -8384412.562302
  nChanged 30
		SP:Iteration 30Q (10097.120000 sec): 3 clusters
  Score: Raw -8397104.479715 + Penalty 12688.973627 = -8384415.506088
  nChanged 26
		SP:Iteration 31Q (10097.350000 sec): 3 clusters
  Score: Raw -8397107.197278 + Penalty 12688.973627 = -8384418.223652
  nChanged 28
		SP:Iteration 32Q (10097.590000 sec): 3 clusters
  Score: Raw -8397110.324499 + Penalty 12688.973627 = -8384421.350873
  nChanged 23
		SP:Iteration 33Q (10097.830000 sec): 3 clusters
  Score: Raw -8397113.083299 + Penalty 12688.973627 = -8384424.109673
  nChanged 24
		SP:Iteration 34Q (10098.070000 sec): 3 clusters
  Score: Raw -8397116.742636 + Penalty 12688.973627 = -8384427.769009
  nChanged 23
		SP:Iteration 35Q (10098.300000 sec): 3 clusters
  Score: Raw -8397119.933030 + Penalty 12688.973627 = -8384430.959404
  nChanged 26
		SP:Iteration 36Q (10098.540000 sec): 3 clusters
  Score: Raw -8397123.323169 + Penalty 12688.973627 = -8384434.349543
  nChanged 19
		SP:Iteration 37Q (10098.780000 sec): 3 clusters
  Score: Raw -8397126.317539 + Penalty 12688.973627 = -8384437.343913
  nChanged 21
		SP:Iteration 38Q (10099.010000 sec): 3 clusters
  Score: Raw -8397128.501540 + Penalty 12688.973627 = -8384439.527913
  nChanged 19
		SP:Iteration 39Q (10099.250000 sec): 3 clusters
  Score: Raw -8397130.689234 + Penalty 12688.973627 = -8384441.715607
  nChanged 17
		SP:Iteration 40F (10099.490000 sec): 3 clusters
  Score: Raw -8397132.483106 + Penalty 12688.973627 = -8384443.509479
  nChanged 12
		SP:Iteration 41Q (10099.730000 sec): 3 clusters
  Score: Raw -8397133.825440 + Penalty 12688.973627 = -8384444.851814
  nChanged 14
		SP:Iteration 42Q (10099.960000 sec): 3 clusters
  Score: Raw -8397135.779396 + Penalty 12688.973627 = -8384446.805770
  nChanged 15
		SP:Iteration 43Q (10100.200000 sec): 3 clusters
  Score: Raw -8397137.491451 + Penalty 12688.973627 = -8384448.517824
  nChanged 19
		SP:Iteration 44Q (10100.440000 sec): 3 clusters
  Score: Raw -8397140.074105 + Penalty 12688.973627 = -8384451.100478
  nChanged 15
		SP:Iteration 45Q (10100.670000 sec): 3 clusters
  Score: Raw -8397141.809496 + Penalty 12688.973627 = -8384452.835869
  nChanged 12
		SP:Iteration 46Q (10100.910000 sec): 3 clusters
  Score: Raw -8397143.245247 + Penalty 12688.973627 = -8384454.271621
  nChanged 8
		SP:Iteration 47Q (10101.150000 sec): 3 clusters
  Score: Raw -8397144.211887 + Penalty 12688.973627 = -8384455.238260
  nChanged 8
		SP:Iteration 48Q (10101.380000 sec): 3 clusters
  Score: Raw -8397145.132606 + Penalty 12688.973627 = -8384456.158979
  nChanged 13
		SP:Iteration 49Q (10101.620000 sec): 3 clusters
  Score: Raw -8397146.350443 + Penalty 12688.973627 = -8384457.376817
  nChanged 10
		SP:Iteration 50Q (10101.860000 sec): 3 clusters
  Score: Raw -8397147.631075 + Penalty 12688.973627 = -8384458.657448
  nChanged 9
		SP:Iteration 51Q (10102.090000 sec): 3 clusters
  Score: Raw -8397148.554422 + Penalty 12688.973627 = -8384459.580795
  nChanged 10
		SP:Iteration 52Q (10102.330000 sec): 3 clusters
  Score: Raw -8397149.525866 + Penalty 12688.973627 = -8384460.552239
  nChanged 7
		SP:Iteration 53Q (10102.570000 sec): 3 clusters
  Score: Raw -8397150.211195 + Penalty 12688.973627 = -8384461.237569
  nChanged 5
		SP:Iteration 54Q (10102.800000 sec): 3 clusters
  Score: Raw -8397150.634228 + Penalty 12688.973627 = -8384461.660601
  nChanged 1
		SP:Iteration 55Q (10103.040000 sec): 3 clusters
  Score: Raw -8397150.744796 + Penalty 12688.973627 = -8384461.771169
  nChanged 1
		SP:Iteration 56Q (10103.270000 sec): 3 clusters
  Score: Raw -8397150.807060 + Penalty 12688.973627 = -8384461.833434
  nChanged 0
		SP:Iteration 57F (10103.510000 sec): 3 clusters
  Score: Raw -8397150.807060 + Penalty 12688.973627 = -8384461.833434
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 33 (101228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10104.170000 sec): 2 clusters
  Score: Raw -27161484.341406 + Penalty 7059.142540 = -27154425.198866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10104.950000 sec): 3 clusters
  Score: Raw -27099335.026412 + Penalty 14118.285080 = -27085216.741332
  nChanged 46405
		SP:Iteration 1F (10105.730000 sec): 3 clusters
  Score: Raw -27125323.052786 + Penalty 14118.285080 = -27111204.767706
  nChanged 4325
		SP:Iteration 2Q (10106.500000 sec): 3 clusters
  Score: Raw -27126706.174097 + Penalty 14118.285080 = -27112587.889017
  nChanged 4090
		SP:Iteration 3Q (10107.280000 sec): 3 clusters
  Score: Raw -27128076.069786 + Penalty 14118.285080 = -27113957.784706
  nChanged 4094
		SP:Iteration 4Q (10108.060000 sec): 3 clusters
  Score: Raw -27129606.710817 + Penalty 14118.285080 = -27115488.425737
  nChanged 4107
		SP:Iteration 5Q (10108.840000 sec): 3 clusters
  Score: Raw -27131221.110850 + Penalty 14118.285080 = -27117102.825771
  nChanged 4245
		SP:Iteration 6Q (10109.620000 sec): 3 clusters
  Score: Raw -27133036.120123 + Penalty 14118.285080 = -27118917.835043
  nChanged 4610
		SP:Iteration 7Q (10110.400000 sec): 3 clusters
  Score: Raw -27135179.120727 + Penalty 14118.285080 = -27121060.835648
  nChanged 5039
		SP:Iteration 8Q (10111.170000 sec): 3 clusters
  Score: Raw -27137765.517613 + Penalty 14118.285080 = -27123647.232534
  nChanged 5675
		SP:Iteration 9F (10111.940000 sec): 3 clusters
  Score: Raw -27140958.783118 + Penalty 14118.285080 = -27126840.498038
  nChanged 5947
		SP:Iteration 10F (10112.710000 sec): 3 clusters
  Score: Raw -27144725.381682 + Penalty 14118.285080 = -27130607.096602
  nChanged 5932
		SP:Iteration 11F (10113.480000 sec): 3 clusters
  Score: Raw -27148869.320912 + Penalty 14118.285080 = -27134751.035832
  nChanged 5433
		SP:Iteration 12F (10114.250000 sec): 3 clusters
  Score: Raw -27153068.128572 + Penalty 14118.285080 = -27138949.843492
  nChanged 4450
		SP:Iteration 13Q (10115.010000 sec): 3 clusters
  Score: Raw -27157309.812955 + Penalty 14118.285080 = -27143191.527875
  nChanged 3252
		SP:Iteration 14Q (10115.760000 sec): 3 clusters
  Score: Raw -27160916.562951 + Penalty 14118.285080 = -27146798.277871
  nChanged 2245
		SP:Iteration 15Q (10116.460000 sec): 3 clusters
  Score: Raw -27162832.811341 + Penalty 14118.285080 = -27148714.526261
  nChanged 1596
		SP:Iteration 16Q (10117.100000 sec): 3 clusters
  Score: Raw -27163674.872873 + Penalty 14118.285080 = -27149556.587793
  nChanged 1007
		SP:Iteration 17Q (10117.740000 sec): 3 clusters
  Score: Raw -27164028.818276 + Penalty 14118.285080 = -27149910.533196
  nChanged 712
		SP:Iteration 18Q (10118.360000 sec): 3 clusters
  Score: Raw -27164235.427292 + Penalty 14118.285080 = -27150117.142212
  nChanged 553
		SP:Iteration 19Q (10118.980000 sec): 3 clusters
  Score: Raw -27164393.105017 + Penalty 14118.285080 = -27150274.819937
  nChanged 503
		SP:Iteration 20F (10119.760000 sec): 3 clusters
  Score: Raw -27164523.322593 + Penalty 14118.285080 = -27150405.037513
  nChanged 410
		SP:Iteration 21Q (10120.370000 sec): 3 clusters
  Score: Raw -27164619.509617 + Penalty 14118.285080 = -27150501.224538
  nChanged 364
		SP:Iteration 22Q (10120.980000 sec): 3 clusters
  Score: Raw -27164704.302790 + Penalty 14118.285080 = -27150586.017710
  nChanged 305
		SP:Iteration 23Q (10121.590000 sec): 3 clusters
  Score: Raw -27164775.276027 + Penalty 14118.285080 = -27150656.990947
  nChanged 303
		SP:Iteration 24Q (10122.200000 sec): 3 clusters
  Score: Raw -27164853.219715 + Penalty 14118.285080 = -27150734.934635
  nChanged 276
		SP:Iteration 25Q (10122.800000 sec): 3 clusters
  Score: Raw -27164921.329942 + Penalty 14118.285080 = -27150803.044862
  nChanged 264
		SP:Iteration 26Q (10123.410000 sec): 3 clusters
  Score: Raw -27164984.089689 + Penalty 14118.285080 = -27150865.804609
  nChanged 255
		SP:Iteration 27Q (10124.010000 sec): 3 clusters
  Score: Raw -27165045.197751 + Penalty 14118.285080 = -27150926.912671
  nChanged 264
		SP:Iteration 28Q (10124.600000 sec): 3 clusters
  Score: Raw -27165116.505017 + Penalty 14118.285080 = -27150998.219937
  nChanged 311
		SP:Iteration 29Q (10125.200000 sec): 3 clusters
  Score: Raw -27165217.230063 + Penalty 14118.285080 = -27151098.944983
  nChanged 315
		SP:Iteration 30Q (10125.800000 sec): 3 clusters
  Score: Raw -27165313.745337 + Penalty 14118.285080 = -27151195.460258
  nChanged 326
		SP:Iteration 31Q (10126.390000 sec): 3 clusters
  Score: Raw -27165425.732850 + Penalty 14118.285080 = -27151307.447770
  nChanged 344
		SP:Iteration 32Q (10126.980000 sec): 3 clusters
  Score: Raw -27165559.702423 + Penalty 14118.285080 = -27151441.417344
  nChanged 407
		SP:Iteration 33Q (10127.570000 sec): 3 clusters
  Score: Raw -27165727.889184 + Penalty 14118.285080 = -27151609.604104
  nChanged 403
		SP:Iteration 34Q (10128.160000 sec): 3 clusters
  Score: Raw -27165899.732462 + Penalty 14118.285080 = -27151781.447382
  nChanged 416
		SP:Iteration 35Q (10128.750000 sec): 3 clusters
  Score: Raw -27166067.331044 + Penalty 14118.285080 = -27151949.045964
  nChanged 435
		SP:Iteration 36Q (10129.340000 sec): 3 clusters
  Score: Raw -27166226.654080 + Penalty 14118.285080 = -27152108.369000
  nChanged 371
		SP:Iteration 37Q (10129.930000 sec): 3 clusters
  Score: Raw -27166349.057342 + Penalty 14118.285080 = -27152230.772263
  nChanged 349
		SP:Iteration 38Q (10130.520000 sec): 3 clusters
  Score: Raw -27166439.746331 + Penalty 14118.285080 = -27152321.461252
  nChanged 303
		SP:Iteration 39Q (10131.100000 sec): 3 clusters
  Score: Raw -27166512.986593 + Penalty 14118.285080 = -27152394.701513
  nChanged 279
		SP:Iteration 40F (10131.870000 sec): 3 clusters
  Score: Raw -27166639.741536 + Penalty 14118.285080 = -27152521.456456
  nChanged 262
		SP:Iteration 41Q (10132.470000 sec): 3 clusters
  Score: Raw -27166716.742652 + Penalty 14118.285080 = -27152598.457572
  nChanged 247
		SP:Iteration 42Q (10133.060000 sec): 3 clusters
  Score: Raw -27166766.351669 + Penalty 14118.285080 = -27152648.066589
  nChanged 230
		SP:Iteration 43Q (10133.650000 sec): 3 clusters
  Score: Raw -27166813.503385 + Penalty 14118.285080 = -27152695.218305
  nChanged 222
		SP:Iteration 44Q (10134.240000 sec): 3 clusters
  Score: Raw -27166852.080918 + Penalty 14118.285080 = -27152733.795838
  nChanged 174
		SP:Iteration 45Q (10134.830000 sec): 3 clusters
  Score: Raw -27166878.736002 + Penalty 14118.285080 = -27152760.450922
  nChanged 158
		SP:Iteration 46Q (10135.420000 sec): 3 clusters
  Score: Raw -27166903.841233 + Penalty 14118.285080 = -27152785.556153
  nChanged 137
		SP:Iteration 47Q (10136.010000 sec): 3 clusters
  Score: Raw -27166922.949831 + Penalty 14118.285080 = -27152804.664751
  nChanged 121
		SP:Iteration 48Q (10136.610000 sec): 3 clusters
  Score: Raw -27166938.014573 + Penalty 14118.285080 = -27152819.729493
  nChanged 87
		SP:Iteration 49Q (10137.200000 sec): 3 clusters
  Score: Raw -27166947.957126 + Penalty 14118.285080 = -27152829.672046
  nChanged 92
		SP:Iteration 50Q (10137.800000 sec): 3 clusters
  Score: Raw -27166959.205136 + Penalty 14118.285080 = -27152840.920056
  nChanged 81
		SP:Iteration 51Q (10138.390000 sec): 3 clusters
  Score: Raw -27166968.968629 + Penalty 14118.285080 = -27152850.683549
  nChanged 80
		SP:Iteration 52Q (10138.980000 sec): 3 clusters
  Score: Raw -27166978.005717 + Penalty 14118.285080 = -27152859.720637
  nChanged 70
		SP:Iteration 53Q (10139.570000 sec): 3 clusters
  Score: Raw -27166985.802410 + Penalty 14118.285080 = -27152867.517330
  nChanged 70
		SP:Iteration 54Q (10140.160000 sec): 3 clusters
  Score: Raw -27166992.358073 + Penalty 14118.285080 = -27152874.072993
  nChanged 71
		SP:Iteration 55Q (10140.760000 sec): 3 clusters
  Score: Raw -27166998.410693 + Penalty 14118.285080 = -27152880.125613
  nChanged 49
		SP:Iteration 56Q (10141.350000 sec): 3 clusters
  Score: Raw -27167002.882812 + Penalty 14118.285080 = -27152884.597732
  nChanged 39
		SP:Iteration 57Q (10141.940000 sec): 3 clusters
  Score: Raw -27167006.027205 + Penalty 14118.285080 = -27152887.742125
  nChanged 35
		SP:Iteration 58Q (10142.540000 sec): 3 clusters
  Score: Raw -27167008.691596 + Penalty 14118.285080 = -27152890.406517
  nChanged 25
		SP:Iteration 59Q (10143.130000 sec): 3 clusters
  Score: Raw -27167010.823985 + Penalty 14118.285080 = -27152892.538906
  nChanged 22
		SP:Iteration 60F (10143.900000 sec): 3 clusters
  Score: Raw -27167012.641075 + Penalty 14118.285080 = -27152894.355995
  nChanged 25
		SP:Iteration 61Q (10144.500000 sec): 3 clusters
  Score: Raw -27167014.501083 + Penalty 14118.285080 = -27152896.216003
  nChanged 24
		SP:Iteration 62Q (10145.090000 sec): 3 clusters
  Score: Raw -27167016.112200 + Penalty 14118.285080 = -27152897.827121
  nChanged 15
		SP:Iteration 63Q (10145.690000 sec): 3 clusters
  Score: Raw -27167017.025816 + Penalty 14118.285080 = -27152898.740736
  nChanged 14
		SP:Iteration 64Q (10146.290000 sec): 3 clusters
  Score: Raw -27167018.133790 + Penalty 14118.285080 = -27152899.848710
  nChanged 20
		SP:Iteration 65Q (10146.890000 sec): 3 clusters
  Score: Raw -27167019.566702 + Penalty 14118.285080 = -27152901.281622
  nChanged 17
		SP:Iteration 66Q (10147.490000 sec): 3 clusters
  Score: Raw -27167020.613668 + Penalty 14118.285080 = -27152902.328588
  nChanged 14
		SP:Iteration 67Q (10148.090000 sec): 3 clusters
  Score: Raw -27167021.668166 + Penalty 14118.285080 = -27152903.383086
  nChanged 11
		SP:Iteration 68Q (10148.700000 sec): 3 clusters
  Score: Raw -27167022.371164 + Penalty 14118.285080 = -27152904.086085
  nChanged 9
		SP:Iteration 69Q (10149.300000 sec): 3 clusters
  Score: Raw -27167022.920326 + Penalty 14118.285080 = -27152904.635246
  nChanged 7
		SP:Iteration 70Q (10149.900000 sec): 3 clusters
  Score: Raw -27167023.444583 + Penalty 14118.285080 = -27152905.159503
  nChanged 11
		SP:Iteration 71Q (10150.490000 sec): 3 clusters
  Score: Raw -27167024.057806 + Penalty 14118.285080 = -27152905.772726
  nChanged 6
		SP:Iteration 72Q (10151.090000 sec): 3 clusters
  Score: Raw -27167024.429323 + Penalty 14118.285080 = -27152906.144243
  nChanged 11
		SP:Iteration 73Q (10151.700000 sec): 3 clusters
  Score: Raw -27167025.133372 + Penalty 14118.285080 = -27152906.848292
  nChanged 3
		SP:Iteration 74Q (10152.300000 sec): 3 clusters
  Score: Raw -27167025.307826 + Penalty 14118.285080 = -27152907.022746
  nChanged 5
		SP:Iteration 75Q (10152.900000 sec): 3 clusters
  Score: Raw -27167025.635574 + Penalty 14118.285080 = -27152907.350495
  nChanged 8
		SP:Iteration 76Q (10153.500000 sec): 3 clusters
  Score: Raw -27167026.187191 + Penalty 14118.285080 = -27152907.902111
  nChanged 6
		SP:Iteration 77Q (10154.100000 sec): 3 clusters
  Score: Raw -27167026.686686 + Penalty 14118.285080 = -27152908.401606
  nChanged 6
		SP:Iteration 78Q (10154.700000 sec): 3 clusters
  Score: Raw -27167026.938752 + Penalty 14118.285080 = -27152908.653673
  nChanged 6
		SP:Iteration 79Q (10155.300000 sec): 3 clusters
  Score: Raw -27167027.265256 + Penalty 14118.285080 = -27152908.980176
  nChanged 5
		SP:Iteration 80F (10156.070000 sec): 3 clusters
  Score: Raw -27167027.618941 + Penalty 14118.285080 = -27152909.333861
  nChanged 2
		SP:Iteration 81Q (10156.670000 sec): 3 clusters
  Score: Raw -27167027.758579 + Penalty 14118.285080 = -27152909.473499
  nChanged 1
		SP:Iteration 82Q (10157.270000 sec): 3 clusters
  Score: Raw -27167027.787878 + Penalty 14118.285080 = -27152909.502798
  nChanged 1
		SP:Iteration 83Q (10157.870000 sec): 3 clusters
  Score: Raw -27167027.875967 + Penalty 14118.285080 = -27152909.590887
  nChanged 2
		SP:Iteration 84Q (10158.470000 sec): 3 clusters
  Score: Raw -27167028.092947 + Penalty 14118.285080 = -27152909.807867
  nChanged 4
		SP:Iteration 85Q (10159.070000 sec): 3 clusters
  Score: Raw -27167028.319885 + Penalty 14118.285080 = -27152910.034805
  nChanged 1
		SP:Iteration 86Q (10159.670000 sec): 3 clusters
  Score: Raw -27167028.364854 + Penalty 14118.285080 = -27152910.079775
  nChanged 0
		SP:Iteration 87F (10160.430000 sec): 3 clusters
  Score: Raw -27167028.364854 + Penalty 14118.285080 = -27152910.079775
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 34 (92707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10161.010000 sec): 2 clusters
  Score: Raw -24556337.499995 + Penalty 7005.284547 = -24549332.215448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10161.720000 sec): 3 clusters
  Score: Raw -24500120.310465 + Penalty 14010.569095 = -24486109.741370
  nChanged 42188
		SP:Iteration 1F (10162.430000 sec): 3 clusters
  Score: Raw -24523649.379856 + Penalty 14010.569095 = -24509638.810761
  nChanged 4634
		SP:Iteration 2Q (10163.140000 sec): 3 clusters
  Score: Raw -24525625.754348 + Penalty 14010.569095 = -24511615.185253
  nChanged 5055
		SP:Iteration 3F (10163.850000 sec): 3 clusters
  Score: Raw -24528480.897417 + Penalty 14010.569095 = -24514470.328323
  nChanged 6084
		SP:Iteration 4F (10164.560000 sec): 3 clusters
  Score: Raw -24532713.764460 + Penalty 14010.569095 = -24518703.195365
  nChanged 6812
		SP:Iteration 5F (10165.270000 sec): 3 clusters
  Score: Raw -24537486.994594 + Penalty 14010.569095 = -24523476.425499
  nChanged 6726
		SP:Iteration 6F (10165.970000 sec): 3 clusters
  Score: Raw -24541832.080506 + Penalty 14010.569095 = -24527821.511411
  nChanged 5821
		SP:Iteration 7F (10166.670000 sec): 3 clusters
  Score: Raw -24545495.764667 + Penalty 14010.569095 = -24531485.195572
  nChanged 4844
		SP:Iteration 8F (10167.380000 sec): 3 clusters
  Score: Raw -24548503.420099 + Penalty 14010.569095 = -24534492.851004
  nChanged 3836
		SP:Iteration 9Q (10168.090000 sec): 3 clusters
  Score: Raw -24551241.909755 + Penalty 14010.569095 = -24537231.340660
  nChanged 3225
		SP:Iteration 10Q (10168.790000 sec): 3 clusters
  Score: Raw -24554061.770028 + Penalty 14010.569095 = -24540051.200933
  nChanged 2674
		SP:Iteration 11Q (10169.480000 sec): 3 clusters
  Score: Raw -24556688.176535 + Penalty 14010.569095 = -24542677.607440
  nChanged 2183
		SP:Iteration 12Q (10170.150000 sec): 3 clusters
  Score: Raw -24558653.106266 + Penalty 14010.569095 = -24544642.537171
  nChanged 1668
		SP:Iteration 13Q (10170.780000 sec): 3 clusters
  Score: Raw -24559763.694928 + Penalty 14010.569095 = -24545753.125833
  nChanged 1162
		SP:Iteration 14Q (10171.380000 sec): 3 clusters
  Score: Raw -24560346.520096 + Penalty 14010.569095 = -24546335.951001
  nChanged 879
		SP:Iteration 15Q (10171.960000 sec): 3 clusters
  Score: Raw -24560706.353169 + Penalty 14010.569095 = -24546695.784074
  nChanged 722
		SP:Iteration 16Q (10172.540000 sec): 3 clusters
  Score: Raw -24560964.224821 + Penalty 14010.569095 = -24546953.655726
  nChanged 650
		SP:Iteration 17Q (10173.100000 sec): 3 clusters
  Score: Raw -24561184.770437 + Penalty 14010.569095 = -24547174.201342
  nChanged 597
		SP:Iteration 18Q (10173.660000 sec): 3 clusters
  Score: Raw -24561395.714957 + Penalty 14010.569095 = -24547385.145862
  nChanged 526
		SP:Iteration 19Q (10174.220000 sec): 3 clusters
  Score: Raw -24561577.835082 + Penalty 14010.569095 = -24547567.265988
  nChanged 497
		SP:Iteration 20F (10174.920000 sec): 3 clusters
  Score: Raw -24561733.840734 + Penalty 14010.569095 = -24547723.271639
  nChanged 407
		SP:Iteration 21Q (10175.480000 sec): 3 clusters
  Score: Raw -24561851.840983 + Penalty 14010.569095 = -24547841.271888
  nChanged 369
		SP:Iteration 22Q (10176.020000 sec): 3 clusters
  Score: Raw -24561955.065479 + Penalty 14010.569095 = -24547944.496384
  nChanged 326
		SP:Iteration 23Q (10176.570000 sec): 3 clusters
  Score: Raw -24562042.732696 + Penalty 14010.569095 = -24548032.163602
  nChanged 305
		SP:Iteration 24Q (10177.120000 sec): 3 clusters
  Score: Raw -24562118.824319 + Penalty 14010.569095 = -24548108.255224
  nChanged 278
		SP:Iteration 25Q (10177.660000 sec): 3 clusters
  Score: Raw -24562186.297059 + Penalty 14010.569095 = -24548175.727964
  nChanged 246
		SP:Iteration 26Q (10178.200000 sec): 3 clusters
  Score: Raw -24562244.844052 + Penalty 14010.569095 = -24548234.274957
  nChanged 221
		SP:Iteration 27Q (10178.730000 sec): 3 clusters
  Score: Raw -24562295.146564 + Penalty 14010.569095 = -24548284.577469
  nChanged 187
		SP:Iteration 28Q (10179.270000 sec): 3 clusters
  Score: Raw -24562335.937676 + Penalty 14010.569095 = -24548325.368581
  nChanged 158
		SP:Iteration 29Q (10179.800000 sec): 3 clusters
  Score: Raw -24562367.554051 + Penalty 14010.569095 = -24548356.984956
  nChanged 148
		SP:Iteration 30Q (10180.330000 sec): 3 clusters
  Score: Raw -24562396.898613 + Penalty 14010.569095 = -24548386.329518
  nChanged 152
		SP:Iteration 31Q (10180.870000 sec): 3 clusters
  Score: Raw -24562428.849148 + Penalty 14010.569095 = -24548418.280053
  nChanged 139
		SP:Iteration 32Q (10181.400000 sec): 3 clusters
  Score: Raw -24562454.804382 + Penalty 14010.569095 = -24548444.235288
  nChanged 127
		SP:Iteration 33Q (10181.930000 sec): 3 clusters
  Score: Raw -24562475.086469 + Penalty 14010.569095 = -24548464.517374
  nChanged 96
		SP:Iteration 34Q (10182.460000 sec): 3 clusters
  Score: Raw -24562491.294657 + Penalty 14010.569095 = -24548480.725563
  nChanged 85
		SP:Iteration 35Q (10182.990000 sec): 3 clusters
  Score: Raw -24562503.978009 + Penalty 14010.569095 = -24548493.408914
  nChanged 75
		SP:Iteration 36Q (10183.520000 sec): 3 clusters
  Score: Raw -24562515.615546 + Penalty 14010.569095 = -24548505.046451
  nChanged 59
		SP:Iteration 37Q (10184.050000 sec): 3 clusters
  Score: Raw -24562523.395811 + Penalty 14010.569095 = -24548512.826716
  nChanged 55
		SP:Iteration 38Q (10184.580000 sec): 3 clusters
  Score: Raw -24562532.171221 + Penalty 14010.569095 = -24548521.602126
  nChanged 57
		SP:Iteration 39Q (10185.100000 sec): 3 clusters
  Score: Raw -24562541.111088 + Penalty 14010.569095 = -24548530.541994
  nChanged 56
		SP:Iteration 40F (10185.800000 sec): 3 clusters
  Score: Raw -24562549.151815 + Penalty 14010.569095 = -24548538.582720
  nChanged 50
		SP:Iteration 41Q (10186.330000 sec): 3 clusters
  Score: Raw -24562556.654530 + Penalty 14010.569095 = -24548546.085435
  nChanged 36
		SP:Iteration 42Q (10186.850000 sec): 3 clusters
  Score: Raw -24562561.444611 + Penalty 14010.569095 = -24548550.875516
  nChanged 30
		SP:Iteration 43Q (10187.370000 sec): 3 clusters
  Score: Raw -24562565.028818 + Penalty 14010.569095 = -24548554.459723
  nChanged 24
		SP:Iteration 44Q (10187.890000 sec): 3 clusters
  Score: Raw -24562567.988330 + Penalty 14010.569095 = -24548557.419236
  nChanged 20
		SP:Iteration 45Q (10188.420000 sec): 3 clusters
  Score: Raw -24562570.259755 + Penalty 14010.569095 = -24548559.690660
  nChanged 21
		SP:Iteration 46Q (10188.940000 sec): 3 clusters
  Score: Raw -24562573.024822 + Penalty 14010.569095 = -24548562.455727
  nChanged 23
		SP:Iteration 47Q (10189.460000 sec): 3 clusters
  Score: Raw -24562576.322713 + Penalty 14010.569095 = -24548565.753618
  nChanged 18
		SP:Iteration 48Q (10189.990000 sec): 3 clusters
  Score: Raw -24562578.756842 + Penalty 14010.569095 = -24548568.187747
  nChanged 20
		SP:Iteration 49Q (10190.510000 sec): 3 clusters
  Score: Raw -24562581.489481 + Penalty 14010.569095 = -24548570.920386
  nChanged 25
		SP:Iteration 50Q (10191.030000 sec): 3 clusters
  Score: Raw -24562584.879167 + Penalty 14010.569095 = -24548574.310072
  nChanged 12
		SP:Iteration 51Q (10191.550000 sec): 3 clusters
  Score: Raw -24562586.350289 + Penalty 14010.569095 = -24548575.781194
  nChanged 14
		SP:Iteration 52Q (10192.070000 sec): 3 clusters
  Score: Raw -24562587.967668 + Penalty 14010.569095 = -24548577.398573
  nChanged 11
		SP:Iteration 53Q (10192.590000 sec): 3 clusters
  Score: Raw -24562589.049258 + Penalty 14010.569095 = -24548578.480163
  nChanged 9
		SP:Iteration 54Q (10193.120000 sec): 3 clusters
  Score: Raw -24562590.188262 + Penalty 14010.569095 = -24548579.619167
  nChanged 5
		SP:Iteration 55Q (10193.640000 sec): 3 clusters
  Score: Raw -24562590.864941 + Penalty 14010.569095 = -24548580.295846
  nChanged 8
		SP:Iteration 56Q (10194.160000 sec): 3 clusters
  Score: Raw -24562591.846271 + Penalty 14010.569095 = -24548581.277176
  nChanged 9
		SP:Iteration 57Q (10194.680000 sec): 3 clusters
  Score: Raw -24562592.890837 + Penalty 14010.569095 = -24548582.321742
  nChanged 6
		SP:Iteration 58Q (10195.200000 sec): 3 clusters
  Score: Raw -24562593.381142 + Penalty 14010.569095 = -24548582.812047
  nChanged 5
		SP:Iteration 59Q (10195.720000 sec): 3 clusters
  Score: Raw -24562594.060805 + Penalty 14010.569095 = -24548583.491710
  nChanged 6
		SP:Iteration 60F (10196.420000 sec): 3 clusters
  Score: Raw -24562594.718991 + Penalty 14010.569095 = -24548584.149896
  nChanged 7
		SP:Iteration 61Q (10196.940000 sec): 3 clusters
  Score: Raw -24562595.566798 + Penalty 14010.569095 = -24548584.997703
  nChanged 5
		SP:Iteration 62Q (10197.470000 sec): 3 clusters
  Score: Raw -24562596.429520 + Penalty 14010.569095 = -24548585.860425
  nChanged 6
		SP:Iteration 63Q (10197.990000 sec): 3 clusters
  Score: Raw -24562597.008313 + Penalty 14010.569095 = -24548586.439218
  nChanged 1
		SP:Iteration 64Q (10198.510000 sec): 3 clusters
  Score: Raw -24562597.110661 + Penalty 14010.569095 = -24548586.541566
  nChanged 1
		SP:Iteration 65Q (10199.030000 sec): 3 clusters
  Score: Raw -24562597.248363 + Penalty 14010.569095 = -24548586.679268
  nChanged 0
		SP:Iteration 66F (10199.730000 sec): 3 clusters
  Score: Raw -24562597.248363 + Penalty 14010.569095 = -24548586.679268
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 35 (836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10199.790000 sec): 2 clusters
  Score: Raw -207341.429984 + Penalty 4121.285026 = -203220.144959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10199.800000 sec): 3 clusters
  Score: Raw -207651.007469 + Penalty 8242.570051 = -199408.437418
  nChanged 139
		SP:Iteration 1F (10199.800000 sec): 3 clusters
  Score: Raw -208147.969813 + Penalty 8242.570051 = -199905.399762
  nChanged 48
		SP:Iteration 2F (10199.810000 sec): 3 clusters
  Score: Raw -208505.173228 + Penalty 8242.570051 = -200262.603177
  nChanged 50
		SP:Iteration 3F (10199.820000 sec): 3 clusters
  Score: Raw -209121.775459 + Penalty 8242.570051 = -200879.205408
  nChanged 39
		SP:Iteration 4Q (10199.820000 sec): 3 clusters
  Score: Raw -209929.404630 + Penalty 8242.570051 = -201686.834579
  nChanged 33
		SP:Iteration 5Q (10199.830000 sec): 3 clusters
  Score: Raw -210246.278028 + Penalty 8242.570051 = -202003.707977
  nChanged 17
		SP:Iteration 6Q (10199.830000 sec): 3 clusters
  Score: Raw -210452.111355 + Penalty 8242.570051 = -202209.541304
  nChanged 24
		SP:Iteration 7Q (10199.840000 sec): 3 clusters
  Score: Raw -210600.571291 + Penalty 8242.570051 = -202358.001240
  nChanged 10
		SP:Iteration 8Q (10199.840000 sec): 3 clusters
  Score: Raw -210694.405059 + Penalty 8242.570051 = -202451.835008
  nChanged 12
		SP:Iteration 9Q (10199.850000 sec): 3 clusters
  Score: Raw -210744.910718 + Penalty 8242.570051 = -202502.340667
  nChanged 6
		SP:Iteration 10Q (10199.850000 sec): 3 clusters
  Score: Raw -210766.074249 + Penalty 8242.570051 = -202523.504198
  nChanged 6
		SP:Iteration 11Q (10199.860000 sec): 3 clusters
  Score: Raw -210893.356445 + Penalty 8242.570051 = -202650.786394
  nChanged 16
		SP:Iteration 12Q (10199.860000 sec): 3 clusters
  Score: Raw -210959.095859 + Penalty 8242.570051 = -202716.525808
  nChanged 14
		SP:Iteration 13Q (10199.870000 sec): 3 clusters
  Score: Raw -211040.437934 + Penalty 8242.570051 = -202797.867883
  nChanged 19
		SP:Iteration 14Q (10199.870000 sec): 3 clusters
  Score: Raw -211149.240381 + Penalty 8242.570051 = -202906.670330
  nChanged 21
		SP:Iteration 15Q (10199.880000 sec): 3 clusters
  Score: Raw -211226.584582 + Penalty 8242.570051 = -202984.014531
  nChanged 15
		SP:Iteration 16Q (10199.880000 sec): 3 clusters
  Score: Raw -211287.371058 + Penalty 8242.570051 = -203044.801007
  nChanged 17
		SP:Iteration 17Q (10199.890000 sec): 3 clusters
  Score: Raw -211370.551864 + Penalty 8242.570051 = -203127.981813
  nChanged 22
		SP:Iteration 18Q (10199.890000 sec): 3 clusters
  Score: Raw -211516.939788 + Penalty 8242.570051 = -203274.369737
  nChanged 18
		SP:Iteration 19Q (10199.900000 sec): 3 clusters
  Score: Raw -211728.427283 + Penalty 8242.570051 = -203485.857232
  nChanged 19
		SP:Iteration 20F (10199.900000 sec): 3 clusters
  Score: Raw -212003.436697 + Penalty 8242.570051 = -203760.866646
  nChanged 16
		SP:Iteration 21Q (10199.910000 sec): 3 clusters
  Score: Raw -212519.066633 + Penalty 8242.570051 = -204276.496582
  nChanged 4
		SP:Iteration 22Q (10199.910000 sec): 3 clusters
  Score: Raw -212778.850554 + Penalty 8242.570051 = -204536.280503
  nChanged 0
		SP:Iteration 23F (10199.920000 sec): 3 clusters
  Score: Raw -212778.850554 + Penalty 8242.570051 = -204536.280503
  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 23.66 GB.

 Trying to split cluster 36 (1677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10199.940000 sec): 2 clusters
  Score: Raw -413902.542225 + Penalty 4547.666579 = -409354.875646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10199.950000 sec): 3 clusters
  Score: Raw -413771.466844 + Penalty 9095.333158 = -404676.133685
  nChanged 362
		SP:Iteration 1F (10199.970000 sec): 3 clusters
  Score: Raw -414394.017806 + Penalty 9095.333158 = -405298.684648
  nChanged 121
		SP:Iteration 2F (10199.980000 sec): 3 clusters
  Score: Raw -414647.085039 + Penalty 9095.333158 = -405551.751881
  nChanged 70
		SP:Iteration 3Q (10199.990000 sec): 3 clusters
  Score: Raw -414813.502200 + Penalty 9095.333158 = -405718.169042
  nChanged 73
		SP:Iteration 4Q (10200.010000 sec): 3 clusters
  Score: Raw -415024.486069 + Penalty 9095.333158 = -405929.152911
  nChanged 93
		SP:Iteration 5F (10200.020000 sec): 3 clusters
  Score: Raw -415328.850399 + Penalty 9095.333158 = -406233.517241
  nChanged 98
		SP:Iteration 6F (10200.030000 sec): 3 clusters
  Score: Raw -415642.445836 + Penalty 9095.333158 = -406547.112678
  nChanged 95
		SP:Iteration 7F (10200.050000 sec): 3 clusters
  Score: Raw -415959.342492 + Penalty 9095.333158 = -406864.009333
  nChanged 89
		SP:Iteration 8F (10200.060000 sec): 3 clusters
  Score: Raw -416247.995646 + Penalty 9095.333158 = -407152.662488
  nChanged 63
		SP:Iteration 9Q (10200.070000 sec): 3 clusters
  Score: Raw -416454.147801 + Penalty 9095.333158 = -407358.814643
  nChanged 43
		SP:Iteration 10Q (10200.080000 sec): 3 clusters
  Score: Raw -416588.545131 + Penalty 9095.333158 = -407493.211972
  nChanged 24
		SP:Iteration 11Q (10200.090000 sec): 3 clusters
  Score: Raw -416656.667214 + Penalty 9095.333158 = -407561.334056
  nChanged 11
		SP:Iteration 12Q (10200.100000 sec): 3 clusters
  Score: Raw -416677.566384 + Penalty 9095.333158 = -407582.233226
  nChanged 6
		SP:Iteration 13Q (10200.110000 sec): 3 clusters
  Score: Raw -416697.479697 + Penalty 9095.333158 = -407602.146538
  nChanged 4
		SP:Iteration 14Q (10200.120000 sec): 3 clusters
  Score: Raw -416704.797004 + Penalty 9095.333158 = -407609.463845
  nChanged 1
		SP:Iteration 15Q (10200.130000 sec): 3 clusters
  Score: Raw -416711.897002 + Penalty 9095.333158 = -407616.563843
  nChanged 4
		SP:Iteration 16Q (10200.140000 sec): 3 clusters
  Score: Raw -416720.376103 + Penalty 9095.333158 = -407625.042944
  nChanged 3
		SP:Iteration 17Q (10200.150000 sec): 3 clusters
  Score: Raw -416730.124212 + Penalty 9095.333158 = -407634.791054
  nChanged 2
		SP:Iteration 18Q (10200.160000 sec): 3 clusters
  Score: Raw -416734.057280 + Penalty 9095.333158 = -407638.724122
  nChanged 1
		SP:Iteration 19Q (10200.170000 sec): 3 clusters
  Score: Raw -416736.222084 + Penalty 9095.333158 = -407640.888926
  nChanged 1
		SP:Iteration 20F (10200.190000 sec): 3 clusters
  Score: Raw -416740.238668 + Penalty 9095.333158 = -407644.905510
  nChanged 3
		SP:Iteration 21Q (10200.200000 sec): 3 clusters
  Score: Raw -416747.478612 + Penalty 9095.333158 = -407652.145454
  nChanged 1
		SP:Iteration 22Q (10200.210000 sec): 3 clusters
  Score: Raw -416750.468012 + Penalty 9095.333158 = -407655.134854
  nChanged 1
		SP:Iteration 23Q (10200.220000 sec): 3 clusters
  Score: Raw -416752.511778 + Penalty 9095.333158 = -407657.178620
  nChanged 0
		SP:Iteration 24F (10200.230000 sec): 3 clusters
  Score: Raw -416752.511778 + Penalty 9095.333158 = -407657.178620
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 37 (6748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10200.280000 sec): 2 clusters
  Score: Raw -1738723.331477 + Penalty 5400.413384 = -1733322.918092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10200.330000 sec): 3 clusters
  Score: Raw -1735964.216421 + Penalty 10800.826768 = -1725163.389653
  nChanged 2298
		SP:Iteration 1F (10200.380000 sec): 3 clusters
  Score: Raw -1737661.002245 + Penalty 10800.826768 = -1726860.175476
  nChanged 592
		SP:Iteration 2F (10200.430000 sec): 3 clusters
  Score: Raw -1738277.402819 + Penalty 10800.826768 = -1727476.576050
  nChanged 406
		SP:Iteration 3F (10200.480000 sec): 3 clusters
  Score: Raw -1738687.053351 + Penalty 10800.826768 = -1727886.226582
  nChanged 309
		SP:Iteration 4Q (10200.530000 sec): 3 clusters
  Score: Raw -1738991.044273 + Penalty 10800.826768 = -1728190.217504
  nChanged 262
		SP:Iteration 5Q (10200.580000 sec): 3 clusters
  Score: Raw -1739222.064797 + Penalty 10800.826768 = -1728421.238029
  nChanged 212
		SP:Iteration 6Q (10200.630000 sec): 3 clusters
  Score: Raw -1739431.014435 + Penalty 10800.826768 = -1728630.187667
  nChanged 192
		SP:Iteration 7Q (10200.680000 sec): 3 clusters
  Score: Raw -1739602.232011 + Penalty 10800.826768 = -1728801.405242
  nChanged 166
		SP:Iteration 8Q (10200.730000 sec): 3 clusters
  Score: Raw -1739756.785435 + Penalty 10800.826768 = -1728955.958667
  nChanged 160
		SP:Iteration 9Q (10200.780000 sec): 3 clusters
  Score: Raw -1739899.870368 + Penalty 10800.826768 = -1729099.043600
  nChanged 162
		SP:Iteration 10Q (10200.820000 sec): 3 clusters
  Score: Raw -1740043.740048 + Penalty 10800.826768 = -1729242.913279
  nChanged 169
		SP:Iteration 11Q (10200.870000 sec): 3 clusters
  Score: Raw -1740190.508900 + Penalty 10800.826768 = -1729389.682131
  nChanged 172
		SP:Iteration 12Q (10200.920000 sec): 3 clusters
  Score: Raw -1740338.788078 + Penalty 10800.826768 = -1729537.961310
  nChanged 160
		SP:Iteration 13Q (10200.970000 sec): 3 clusters
  Score: Raw -1740469.629844 + Penalty 10800.826768 = -1729668.803076
  nChanged 160
		SP:Iteration 14Q (10201.010000 sec): 3 clusters
  Score: Raw -1740609.448894 + Penalty 10800.826768 = -1729808.622125
  nChanged 157
		SP:Iteration 15Q (10201.060000 sec): 3 clusters
  Score: Raw -1740758.409780 + Penalty 10800.826768 = -1729957.583012
  nChanged 153
		SP:Iteration 16Q (10201.110000 sec): 3 clusters
  Score: Raw -1740908.438478 + Penalty 10800.826768 = -1730107.611709
  nChanged 150
		SP:Iteration 17Q (10201.150000 sec): 3 clusters
  Score: Raw -1741041.909770 + Penalty 10800.826768 = -1730241.083002
  nChanged 126
		SP:Iteration 18Q (10201.200000 sec): 3 clusters
  Score: Raw -1741170.727136 + Penalty 10800.826768 = -1730369.900367
  nChanged 134
		SP:Iteration 19Q (10201.250000 sec): 3 clusters
  Score: Raw -1741314.175688 + Penalty 10800.826768 = -1730513.348919
  nChanged 132
		SP:Iteration 20F (10201.290000 sec): 3 clusters
  Score: Raw -1741498.000206 + Penalty 10800.826768 = -1730697.173438
  nChanged 157
		SP:Iteration 21Q (10201.340000 sec): 3 clusters
  Score: Raw -1741751.546492 + Penalty 10800.826768 = -1730950.719724
  nChanged 184
		SP:Iteration 22Q (10201.380000 sec): 3 clusters
  Score: Raw -1742122.788824 + Penalty 10800.826768 = -1731321.962055
  nChanged 173
		SP:Iteration 23Q (10201.430000 sec): 3 clusters
  Score: Raw -1742632.349206 + Penalty 10800.826768 = -1731831.522437
  nChanged 197
		SP:Iteration 24Q (10201.470000 sec): 3 clusters
  Score: Raw -1743235.190719 + Penalty 10800.826768 = -1732434.363951
  nChanged 148
		SP:Iteration 25Q (10201.500000 sec): 3 clusters
  Score: Raw -1743646.034012 + Penalty 10800.826768 = -1732845.207244
  nChanged 90
		SP:Iteration 26Q (10201.540000 sec): 3 clusters
  Score: Raw -1743816.631615 + Penalty 10800.826768 = -1733015.804847
  nChanged 23
		SP:Iteration 27Q (10201.570000 sec): 3 clusters
  Score: Raw -1743833.889088 + Penalty 10800.826768 = -1733033.062319
  nChanged 10
		SP:Iteration 28Q (10201.610000 sec): 3 clusters
  Score: Raw -1743839.975067 + Penalty 10800.826768 = -1733039.148299
  nChanged 2
		SP:Iteration 29Q (10201.640000 sec): 3 clusters
  Score: Raw -1743840.785168 + Penalty 10800.826768 = -1733039.958400
  nChanged 0
		SP:Iteration 30F (10201.690000 sec): 3 clusters
  Score: Raw -1743845.078209 + Penalty 10800.826768 = -1733044.251441
  nChanged 3
		SP:Iteration 31Q (10201.730000 sec): 3 clusters
  Score: Raw -1743848.163381 + Penalty 10800.826768 = -1733047.336613
  nChanged 1
		SP:Iteration 32Q (10201.760000 sec): 3 clusters
  Score: Raw -1743848.934167 + Penalty 10800.826768 = -1733048.107399
  nChanged 1
		SP:Iteration 33Q (10201.800000 sec): 3 clusters
  Score: Raw -1743849.330781 + Penalty 10800.826768 = -1733048.504012
  nChanged 1
		SP:Iteration 34Q (10201.830000 sec): 3 clusters
  Score: Raw -1743849.559850 + Penalty 10800.826768 = -1733048.733081
  nChanged 0
		SP:Iteration 35F (10201.880000 sec): 3 clusters
  Score: Raw -1743849.559850 + Penalty 10800.826768 = -1733048.733081
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 38 (20789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10202.030000 sec): 2 clusters
  Score: Raw -5490587.659618 + Penalty 6089.584809 = -5484498.074809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10202.180000 sec): 3 clusters
  Score: Raw -5479693.653224 + Penalty 12179.169618 = -5467514.483606
  nChanged 8451
		SP:Iteration 1F (10202.340000 sec): 3 clusters
  Score: Raw -5484369.365504 + Penalty 12179.169618 = -5472190.195887
  nChanged 1485
		SP:Iteration 2F (10202.500000 sec): 3 clusters
  Score: Raw -5485214.882920 + Penalty 12179.169618 = -5473035.713302
  nChanged 1140
		SP:Iteration 3F (10202.650000 sec): 3 clusters
  Score: Raw -5485889.580292 + Penalty 12179.169618 = -5473710.410674
  nChanged 1021
		SP:Iteration 4Q (10202.810000 sec): 3 clusters
  Score: Raw -5486483.673414 + Penalty 12179.169618 = -5474304.503796
  nChanged 951
		SP:Iteration 5Q (10202.970000 sec): 3 clusters
  Score: Raw -5486990.175142 + Penalty 12179.169618 = -5474811.005525
  nChanged 831
		SP:Iteration 6Q (10203.130000 sec): 3 clusters
  Score: Raw -5487395.261643 + Penalty 12179.169618 = -5475216.092025
  nChanged 749
		SP:Iteration 7Q (10203.290000 sec): 3 clusters
  Score: Raw -5487746.142704 + Penalty 12179.169618 = -5475566.973086
  nChanged 703
		SP:Iteration 8Q (10203.440000 sec): 3 clusters
  Score: Raw -5488062.082689 + Penalty 12179.169618 = -5475882.913071
  nChanged 652
		SP:Iteration 9Q (10203.600000 sec): 3 clusters
  Score: Raw -5488331.275267 + Penalty 12179.169618 = -5476152.105650
  nChanged 566
		SP:Iteration 10Q (10203.750000 sec): 3 clusters
  Score: Raw -5488566.709120 + Penalty 12179.169618 = -5476387.539503
  nChanged 527
		SP:Iteration 11Q (10203.910000 sec): 3 clusters
  Score: Raw -5488776.040645 + Penalty 12179.169618 = -5476596.871027
  nChanged 459
		SP:Iteration 12Q (10204.070000 sec): 3 clusters
  Score: Raw -5488952.243814 + Penalty 12179.169618 = -5476773.074196
  nChanged 453
		SP:Iteration 13Q (10204.220000 sec): 3 clusters
  Score: Raw -5489138.261544 + Penalty 12179.169618 = -5476959.091926
  nChanged 425
		SP:Iteration 14Q (10204.370000 sec): 3 clusters
  Score: Raw -5489305.793460 + Penalty 12179.169618 = -5477126.623842
  nChanged 409
		SP:Iteration 15Q (10204.530000 sec): 3 clusters
  Score: Raw -5489465.114812 + Penalty 12179.169618 = -5477285.945195
  nChanged 377
		SP:Iteration 16Q (10204.690000 sec): 3 clusters
  Score: Raw -5489611.404687 + Penalty 12179.169618 = -5477432.235070
  nChanged 355
		SP:Iteration 17Q (10204.840000 sec): 3 clusters
  Score: Raw -5489747.377374 + Penalty 12179.169618 = -5477568.207756
  nChanged 335
		SP:Iteration 18Q (10205.000000 sec): 3 clusters
  Score: Raw -5489881.519670 + Penalty 12179.169618 = -5477702.350052
  nChanged 328
		SP:Iteration 19Q (10205.150000 sec): 3 clusters
  Score: Raw -5490013.085242 + Penalty 12179.169618 = -5477833.915624
  nChanged 327
		SP:Iteration 20F (10205.310000 sec): 3 clusters
  Score: Raw -5490154.225050 + Penalty 12179.169618 = -5477975.055432
  nChanged 342
		SP:Iteration 21Q (10205.470000 sec): 3 clusters
  Score: Raw -5490310.915713 + Penalty 12179.169618 = -5478131.746095
  nChanged 329
		SP:Iteration 22Q (10205.620000 sec): 3 clusters
  Score: Raw -5490460.605554 + Penalty 12179.169618 = -5478281.435936
  nChanged 304
		SP:Iteration 23Q (10205.780000 sec): 3 clusters
  Score: Raw -5490607.853296 + Penalty 12179.169618 = -5478428.683678
  nChanged 327
		SP:Iteration 24Q (10205.930000 sec): 3 clusters
  Score: Raw -5490770.803773 + Penalty 12179.169618 = -5478591.634156
  nChanged 303
		SP:Iteration 25Q (10206.090000 sec): 3 clusters
  Score: Raw -5490925.336910 + Penalty 12179.169618 = -5478746.167292
  nChanged 287
		SP:Iteration 26Q (10206.240000 sec): 3 clusters
  Score: Raw -5491080.858913 + Penalty 12179.169618 = -5478901.689296
  nChanged 296
		SP:Iteration 27Q (10206.390000 sec): 3 clusters
  Score: Raw -5491248.951100 + Penalty 12179.169618 = -5479069.781482
  nChanged 275
		SP:Iteration 28Q (10206.550000 sec): 3 clusters
  Score: Raw -5491405.819478 + Penalty 12179.169618 = -5479226.649861
  nChanged 249
		SP:Iteration 29Q (10206.700000 sec): 3 clusters
  Score: Raw -5491542.345000 + Penalty 12179.169618 = -5479363.175383
  nChanged 234
		SP:Iteration 30Q (10206.850000 sec): 3 clusters
  Score: Raw -5491669.595372 + Penalty 12179.169618 = -5479490.425754
  nChanged 191
		SP:Iteration 31Q (10206.990000 sec): 3 clusters
  Score: Raw -5491780.434445 + Penalty 12179.169618 = -5479601.264828
  nChanged 163
		SP:Iteration 32Q (10207.140000 sec): 3 clusters
  Score: Raw -5491875.071612 + Penalty 12179.169618 = -5479695.901995
  nChanged 153
		SP:Iteration 33Q (10207.290000 sec): 3 clusters
  Score: Raw -5491973.541436 + Penalty 12179.169618 = -5479794.371818
  nChanged 155
		SP:Iteration 34Q (10207.430000 sec): 3 clusters
  Score: Raw -5492070.157904 + Penalty 12179.169618 = -5479890.988286
  nChanged 127
		SP:Iteration 35Q (10207.570000 sec): 3 clusters
  Score: Raw -5492148.716244 + Penalty 12179.169618 = -5479969.546627
  nChanged 117
		SP:Iteration 36Q (10207.710000 sec): 3 clusters
  Score: Raw -5492228.300967 + Penalty 12179.169618 = -5480049.131349
  nChanged 107
		SP:Iteration 37Q (10207.850000 sec): 3 clusters
  Score: Raw -5492295.495624 + Penalty 12179.169618 = -5480116.326006
  nChanged 83
		SP:Iteration 38Q (10207.990000 sec): 3 clusters
  Score: Raw -5492352.599465 + Penalty 12179.169618 = -5480173.429848
  nChanged 79
		SP:Iteration 39Q (10208.130000 sec): 3 clusters
  Score: Raw -5492397.616799 + Penalty 12179.169618 = -5480218.447181
  nChanged 72
		SP:Iteration 40F (10208.280000 sec): 3 clusters
  Score: Raw -5492447.304880 + Penalty 12179.169618 = -5480268.135262
  nChanged 68
		SP:Iteration 41Q (10208.420000 sec): 3 clusters
  Score: Raw -5492493.382644 + Penalty 12179.169618 = -5480314.213027
  nChanged 63
		SP:Iteration 42Q (10208.550000 sec): 3 clusters
  Score: Raw -5492539.646649 + Penalty 12179.169618 = -5480360.477031
  nChanged 69
		SP:Iteration 43Q (10208.690000 sec): 3 clusters
  Score: Raw -5492588.218684 + Penalty 12179.169618 = -5480409.049067
  nChanged 62
		SP:Iteration 44Q (10208.820000 sec): 3 clusters
  Score: Raw -5492632.565380 + Penalty 12179.169618 = -5480453.395763
  nChanged 57
		SP:Iteration 45Q (10208.950000 sec): 3 clusters
  Score: Raw -5492666.698488 + Penalty 12179.169618 = -5480487.528870
  nChanged 42
		SP:Iteration 46Q (10209.080000 sec): 3 clusters
  Score: Raw -5492690.093341 + Penalty 12179.169618 = -5480510.923723
  nChanged 45
		SP:Iteration 47Q (10209.210000 sec): 3 clusters
  Score: Raw -5492717.104010 + Penalty 12179.169618 = -5480537.934393
  nChanged 42
		SP:Iteration 48Q (10209.340000 sec): 3 clusters
  Score: Raw -5492743.118027 + Penalty 12179.169618 = -5480563.948410
  nChanged 34
		SP:Iteration 49Q (10209.470000 sec): 3 clusters
  Score: Raw -5492762.112767 + Penalty 12179.169618 = -5480582.943150
  nChanged 29
		SP:Iteration 50Q (10209.600000 sec): 3 clusters
  Score: Raw -5492778.313813 + Penalty 12179.169618 = -5480599.144195
  nChanged 23
		SP:Iteration 51Q (10209.730000 sec): 3 clusters
  Score: Raw -5492791.042172 + Penalty 12179.169618 = -5480611.872554
  nChanged 19
		SP:Iteration 52Q (10209.860000 sec): 3 clusters
  Score: Raw -5492799.656442 + Penalty 12179.169618 = -5480620.486824
  nChanged 10
		SP:Iteration 53Q (10209.990000 sec): 3 clusters
  Score: Raw -5492804.863924 + Penalty 12179.169618 = -5480625.694306
  nChanged 8
		SP:Iteration 54Q (10210.110000 sec): 3 clusters
  Score: Raw -5492807.849556 + Penalty 12179.169618 = -5480628.679939
  nChanged 7
		SP:Iteration 55Q (10210.240000 sec): 3 clusters
  Score: Raw -5492812.135084 + Penalty 12179.169618 = -5480632.965466
  nChanged 10
		SP:Iteration 56Q (10210.370000 sec): 3 clusters
  Score: Raw -5492817.570404 + Penalty 12179.169618 = -5480638.400787
  nChanged 6
		SP:Iteration 57Q (10210.490000 sec): 3 clusters
  Score: Raw -5492819.941839 + Penalty 12179.169618 = -5480640.772221
  nChanged 6
		SP:Iteration 58Q (10210.620000 sec): 3 clusters
  Score: Raw -5492822.343734 + Penalty 12179.169618 = -5480643.174116
  nChanged 7
		SP:Iteration 59Q (10210.750000 sec): 3 clusters
  Score: Raw -5492827.285244 + Penalty 12179.169618 = -5480648.115626
  nChanged 6
		SP:Iteration 60F (10210.910000 sec): 3 clusters
  Score: Raw -5492830.596387 + Penalty 12179.169618 = -5480651.426770
  nChanged 4
		SP:Iteration 61Q (10211.030000 sec): 3 clusters
  Score: Raw -5492832.591700 + Penalty 12179.169618 = -5480653.422083
  nChanged 1
		SP:Iteration 62Q (10211.160000 sec): 3 clusters
  Score: Raw -5492833.194320 + Penalty 12179.169618 = -5480654.024703
  nChanged 2
		SP:Iteration 63Q (10211.290000 sec): 3 clusters
  Score: Raw -5492833.854534 + Penalty 12179.169618 = -5480654.684917
  nChanged 1
		SP:Iteration 64Q (10211.420000 sec): 3 clusters
  Score: Raw -5492835.260667 + Penalty 12179.169618 = -5480656.091050
  nChanged 6
		SP:Iteration 65Q (10211.550000 sec): 3 clusters
  Score: Raw -5492838.437505 + Penalty 12179.169618 = -5480659.267888
  nChanged 7
		SP:Iteration 66Q (10211.670000 sec): 3 clusters
  Score: Raw -5492842.382189 + Penalty 12179.169618 = -5480663.212571
  nChanged 4
		SP:Iteration 67Q (10211.800000 sec): 3 clusters
  Score: Raw -5492844.339311 + Penalty 12179.169618 = -5480665.169693
  nChanged 3
		SP:Iteration 68Q (10211.930000 sec): 3 clusters
  Score: Raw -5492845.930254 + Penalty 12179.169618 = -5480666.760636
  nChanged 3
		SP:Iteration 69Q (10212.050000 sec): 3 clusters
  Score: Raw -5492846.684291 + Penalty 12179.169618 = -5480667.514674
  nChanged 2
		SP:Iteration 70Q (10212.180000 sec): 3 clusters
  Score: Raw -5492847.554517 + Penalty 12179.169618 = -5480668.384900
  nChanged 0
		SP:Iteration 71F (10212.340000 sec): 3 clusters
  Score: Raw -5492847.554517 + Penalty 12179.169618 = -5480668.384900
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 39 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10212.360000 sec): 2 clusters
  Score: Raw -121748.804449 + Penalty 3898.409839 = -117850.394611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10212.360000 sec): 3 clusters
  Score: Raw -122706.470658 + Penalty 7796.819677 = -114909.650981
  nChanged 106
		SP:Iteration 1F (10212.370000 sec): 3 clusters
  Score: Raw -123437.608336 + Penalty 7796.819677 = -115640.788659
  nChanged 51
		SP:Iteration 2F (10212.370000 sec): 3 clusters
  Score: Raw -124042.038075 + Penalty 7796.819677 = -116245.218398
  nChanged 27
		SP:Iteration 3Q (10212.380000 sec): 3 clusters
  Score: Raw -124400.511681 + Penalty 7796.819677 = -116603.692004
  nChanged 19
		SP:Iteration 4Q (10212.380000 sec): 3 clusters
  Score: Raw -124778.691043 + Penalty 7796.819677 = -116981.871366
  nChanged 9
		SP:Iteration 5Q (10212.380000 sec): 3 clusters
  Score: Raw -124910.511606 + Penalty 7796.819677 = -117113.691929
  nChanged 14
		SP:Iteration 6Q (10212.390000 sec): 3 clusters
  Score: Raw -125029.494888 + Penalty 7796.819677 = -117232.675210
  nChanged 10
		SP:Iteration 7Q (10212.390000 sec): 3 clusters
  Score: Raw -125110.519961 + Penalty 7796.819677 = -117313.700284
  nChanged 9
		SP:Iteration 8Q (10212.400000 sec): 3 clusters
  Score: Raw -125151.336314 + Penalty 7796.819677 = -117354.516636
  nChanged 8
		SP:Iteration 9Q (10212.400000 sec): 3 clusters
  Score: Raw -125190.568402 + Penalty 7796.819677 = -117393.748725
  nChanged 5
		SP:Iteration 10Q (10212.400000 sec): 3 clusters
  Score: Raw -125229.873853 + Penalty 7796.819677 = -117433.054176
  nChanged 4
		SP:Iteration 11Q (10212.410000 sec): 3 clusters
  Score: Raw -125249.316985 + Penalty 7796.819677 = -117452.497308
  nChanged 3
		SP:Iteration 12Q (10212.410000 sec): 3 clusters
  Score: Raw -125293.144767 + Penalty 7796.819677 = -117496.325090
  nChanged 3
		SP:Iteration 13Q (10212.410000 sec): 3 clusters
  Score: Raw -125330.920233 + Penalty 7796.819677 = -117534.100556
  nChanged 2
		SP:Iteration 14Q (10212.420000 sec): 3 clusters
  Score: Raw -125334.927372 + Penalty 7796.819677 = -117538.107695
  nChanged 3
		SP:Iteration 15Q (10212.420000 sec): 3 clusters
  Score: Raw -125343.614627 + Penalty 7796.819677 = -117546.794950
  nChanged 0
		SP:Iteration 16F (10212.420000 sec): 3 clusters
  Score: Raw -125350.182424 + Penalty 7796.819677 = -117553.362747
  nChanged 2
		SP:Iteration 17Q (10212.430000 sec): 3 clusters
  Score: Raw -125378.504674 + Penalty 7796.819677 = -117581.684997
  nChanged 3
		SP:Iteration 18Q (10212.430000 sec): 3 clusters
  Score: Raw -125391.449401 + Penalty 7796.819677 = -117594.629724
  nChanged 2
		SP:Iteration 19Q (10212.440000 sec): 3 clusters
  Score: Raw -125395.445780 + Penalty 7796.819677 = -117598.626103
  nChanged 1
		SP:Iteration 20F (10212.440000 sec): 3 clusters
  Score: Raw -125398.683192 + Penalty 7796.819677 = -117601.863515
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 40 (13105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10212.530000 sec): 2 clusters
  Score: Raw -3486828.350124 + Penalty 5806.958833 = -3481021.391290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10212.630000 sec): 3 clusters
  Score: Raw -3480351.232776 + Penalty 11613.917667 = -3468737.315109
  nChanged 5104
		SP:Iteration 1F (10212.730000 sec): 3 clusters
  Score: Raw -3483186.738349 + Penalty 11613.917667 = -3471572.820682
  nChanged 940
		SP:Iteration 2F (10212.820000 sec): 3 clusters
  Score: Raw -3483705.922059 + Penalty 11613.917667 = -3472092.004392
  nChanged 649
		SP:Iteration 3Q (10212.920000 sec): 3 clusters
  Score: Raw -3484032.899973 + Penalty 11613.917667 = -3472418.982307
  nChanged 464
		SP:Iteration 4Q (10213.020000 sec): 3 clusters
  Score: Raw -3484245.022328 + Penalty 11613.917667 = -3472631.104662
  nChanged 362
		SP:Iteration 5Q (10213.120000 sec): 3 clusters
  Score: Raw -3484409.435031 + Penalty 11613.917667 = -3472795.517364
  nChanged 344
		SP:Iteration 6Q (10213.220000 sec): 3 clusters
  Score: Raw -3484564.139278 + Penalty 11613.917667 = -3472950.221611
  nChanged 313
		SP:Iteration 7Q (10213.310000 sec): 3 clusters
  Score: Raw -3484697.297323 + Penalty 11613.917667 = -3473083.379656
  nChanged 275
		SP:Iteration 8Q (10213.410000 sec): 3 clusters
  Score: Raw -3484816.112839 + Penalty 11613.917667 = -3473202.195172
  nChanged 270
		SP:Iteration 9Q (10213.510000 sec): 3 clusters
  Score: Raw -3484921.855669 + Penalty 11613.917667 = -3473307.938002
  nChanged 247
		SP:Iteration 10Q (10213.610000 sec): 3 clusters
  Score: Raw -3485023.064512 + Penalty 11613.917667 = -3473409.146845
  nChanged 253
		SP:Iteration 11Q (10213.700000 sec): 3 clusters
  Score: Raw -3485129.711070 + Penalty 11613.917667 = -3473515.793403
  nChanged 254
		SP:Iteration 12Q (10213.800000 sec): 3 clusters
  Score: Raw -3485237.126727 + Penalty 11613.917667 = -3473623.209060
  nChanged 236
		SP:Iteration 13Q (10213.900000 sec): 3 clusters
  Score: Raw -3485340.996509 + Penalty 11613.917667 = -3473727.078842
  nChanged 243
		SP:Iteration 14Q (10214.000000 sec): 3 clusters
  Score: Raw -3485449.290115 + Penalty 11613.917667 = -3473835.372448
  nChanged 212
		SP:Iteration 15Q (10214.090000 sec): 3 clusters
  Score: Raw -3485542.285258 + Penalty 11613.917667 = -3473928.367591
  nChanged 221
		SP:Iteration 16Q (10214.190000 sec): 3 clusters
  Score: Raw -3485637.263247 + Penalty 11613.917667 = -3474023.345581
  nChanged 233
		SP:Iteration 17Q (10214.290000 sec): 3 clusters
  Score: Raw -3485745.018910 + Penalty 11613.917667 = -3474131.101243
  nChanged 225
		SP:Iteration 18Q (10214.380000 sec): 3 clusters
  Score: Raw -3485853.834391 + Penalty 11613.917667 = -3474239.916724
  nChanged 230
		SP:Iteration 19Q (10214.480000 sec): 3 clusters
  Score: Raw -3485977.858751 + Penalty 11613.917667 = -3474363.941084
  nChanged 252
		SP:Iteration 20F (10214.580000 sec): 3 clusters
  Score: Raw -3486114.936059 + Penalty 11613.917667 = -3474501.018392
  nChanged 228
		SP:Iteration 21Q (10214.680000 sec): 3 clusters
  Score: Raw -3486241.168527 + Penalty 11613.917667 = -3474627.250861
  nChanged 231
		SP:Iteration 22Q (10214.770000 sec): 3 clusters
  Score: Raw -3486374.010872 + Penalty 11613.917667 = -3474760.093205
  nChanged 213
		SP:Iteration 23Q (10214.870000 sec): 3 clusters
  Score: Raw -3486491.927050 + Penalty 11613.917667 = -3474878.009383
  nChanged 201
		SP:Iteration 24Q (10214.960000 sec): 3 clusters
  Score: Raw -3486614.352049 + Penalty 11613.917667 = -3475000.434382
  nChanged 210
		SP:Iteration 25Q (10215.060000 sec): 3 clusters
  Score: Raw -3486744.698635 + Penalty 11613.917667 = -3475130.780968
  nChanged 180
		SP:Iteration 26Q (10215.160000 sec): 3 clusters
  Score: Raw -3486857.369336 + Penalty 11613.917667 = -3475243.451669
  nChanged 162
		SP:Iteration 27Q (10215.250000 sec): 3 clusters
  Score: Raw -3486955.404463 + Penalty 11613.917667 = -3475341.486796
  nChanged 126
		SP:Iteration 28Q (10215.340000 sec): 3 clusters
  Score: Raw -3487027.298817 + Penalty 11613.917667 = -3475413.381150
  nChanged 115
		SP:Iteration 29Q (10215.440000 sec): 3 clusters
  Score: Raw -3487100.753305 + Penalty 11613.917667 = -3475486.835638
  nChanged 100
		SP:Iteration 30Q (10215.530000 sec): 3 clusters
  Score: Raw -3487167.276386 + Penalty 11613.917667 = -3475553.358719
  nChanged 104
		SP:Iteration 31Q (10215.620000 sec): 3 clusters
  Score: Raw -3487226.580008 + Penalty 11613.917667 = -3475612.662341
  nChanged 79
		SP:Iteration 32Q (10215.720000 sec): 3 clusters
  Score: Raw -3487275.546945 + Penalty 11613.917667 = -3475661.629278
  nChanged 76
		SP:Iteration 33Q (10215.810000 sec): 3 clusters
  Score: Raw -3487330.315028 + Penalty 11613.917667 = -3475716.397362
  nChanged 79
		SP:Iteration 34Q (10215.900000 sec): 3 clusters
  Score: Raw -3487388.257797 + Penalty 11613.917667 = -3475774.340130
  nChanged 69
		SP:Iteration 35Q (10215.990000 sec): 3 clusters
  Score: Raw -3487437.120764 + Penalty 11613.917667 = -3475823.203098
  nChanged 57
		SP:Iteration 36Q (10216.080000 sec): 3 clusters
  Score: Raw -3487476.267924 + Penalty 11613.917667 = -3475862.350258
  nChanged 40
		SP:Iteration 37Q (10216.170000 sec): 3 clusters
  Score: Raw -3487504.893154 + Penalty 11613.917667 = -3475890.975487
  nChanged 34
		SP:Iteration 38Q (10216.260000 sec): 3 clusters
  Score: Raw -3487527.883092 + Penalty 11613.917667 = -3475913.965425
  nChanged 22
		SP:Iteration 39Q (10216.350000 sec): 3 clusters
  Score: Raw -3487542.439309 + Penalty 11613.917667 = -3475928.521642
  nChanged 21
		SP:Iteration 40F (10216.440000 sec): 3 clusters
  Score: Raw -3487557.691948 + Penalty 11613.917667 = -3475943.774281
  nChanged 14
		SP:Iteration 41Q (10216.530000 sec): 3 clusters
  Score: Raw -3487566.080891 + Penalty 11613.917667 = -3475952.163224
  nChanged 11
		SP:Iteration 42Q (10216.620000 sec): 3 clusters
  Score: Raw -3487573.434898 + Penalty 11613.917667 = -3475959.517231
  nChanged 18
		SP:Iteration 43Q (10216.710000 sec): 3 clusters
  Score: Raw -3487586.607553 + Penalty 11613.917667 = -3475972.689886
  nChanged 13
		SP:Iteration 44Q (10216.800000 sec): 3 clusters
  Score: Raw -3487592.875819 + Penalty 11613.917667 = -3475978.958152
  nChanged 13
		SP:Iteration 45Q (10216.880000 sec): 3 clusters
  Score: Raw -3487601.052148 + Penalty 11613.917667 = -3475987.134481
  nChanged 8
		SP:Iteration 46Q (10216.970000 sec): 3 clusters
  Score: Raw -3487605.928428 + Penalty 11613.917667 = -3475992.010761
  nChanged 8
		SP:Iteration 47Q (10217.060000 sec): 3 clusters
  Score: Raw -3487609.930894 + Penalty 11613.917667 = -3475996.013227
  nChanged 7
		SP:Iteration 48Q (10217.140000 sec): 3 clusters
  Score: Raw -3487613.374547 + Penalty 11613.917667 = -3475999.456880
  nChanged 5
		SP:Iteration 49Q (10217.230000 sec): 3 clusters
  Score: Raw -3487616.107424 + Penalty 11613.917667 = -3476002.189757
  nChanged 3
		SP:Iteration 50Q (10217.320000 sec): 3 clusters
  Score: Raw -3487618.346482 + Penalty 11613.917667 = -3476004.428816
  nChanged 3
		SP:Iteration 51Q (10217.400000 sec): 3 clusters
  Score: Raw -3487620.028661 + Penalty 11613.917667 = -3476006.110994
  nChanged 2
		SP:Iteration 52Q (10217.490000 sec): 3 clusters
  Score: Raw -3487621.559903 + Penalty 11613.917667 = -3476007.642236
  nChanged 1
		SP:Iteration 53Q (10217.580000 sec): 3 clusters
  Score: Raw -3487622.602384 + Penalty 11613.917667 = -3476008.684717
  nChanged 2
		SP:Iteration 54Q (10217.660000 sec): 3 clusters
  Score: Raw -3487623.558702 + Penalty 11613.917667 = -3476009.641035
  nChanged 1
		SP:Iteration 55Q (10217.750000 sec): 3 clusters
  Score: Raw -3487623.876536 + Penalty 11613.917667 = -3476009.958869
  nChanged 0
		SP:Iteration 56F (10217.850000 sec): 3 clusters
  Score: Raw -3487623.876536 + Penalty 11613.917667 = -3476009.958869
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 41 (1370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10217.870000 sec): 2 clusters
  Score: Raw -351644.380142 + Penalty 4423.821687 = -347220.558455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10217.880000 sec): 3 clusters
  Score: Raw -351670.355844 + Penalty 8847.643373 = -342822.712471
  nChanged 275
		SP:Iteration 1F (10217.890000 sec): 3 clusters
  Score: Raw -352225.325972 + Penalty 8847.643373 = -343377.682599
  nChanged 86
		SP:Iteration 2F (10217.900000 sec): 3 clusters
  Score: Raw -352441.030651 + Penalty 8847.643373 = -343593.387278
  nChanged 34
		SP:Iteration 3Q (10217.910000 sec): 3 clusters
  Score: Raw -352524.002768 + Penalty 8847.643373 = -343676.359395
  nChanged 26
		SP:Iteration 4Q (10217.920000 sec): 3 clusters
  Score: Raw -352582.849273 + Penalty 8847.643373 = -343735.205900
  nChanged 17
		SP:Iteration 5Q (10217.930000 sec): 3 clusters
  Score: Raw -352607.196135 + Penalty 8847.643373 = -343759.552762
  nChanged 10
		SP:Iteration 6Q (10217.940000 sec): 3 clusters
  Score: Raw -352625.731650 + Penalty 8847.643373 = -343778.088277
  nChanged 12
		SP:Iteration 7Q (10217.950000 sec): 3 clusters
  Score: Raw -352653.394087 + Penalty 8847.643373 = -343805.750714
  nChanged 8
		SP:Iteration 8Q (10217.960000 sec): 3 clusters
  Score: Raw -352666.866435 + Penalty 8847.643373 = -343819.223062
  nChanged 1
		SP:Iteration 9Q (10217.960000 sec): 3 clusters
  Score: Raw -352668.165782 + Penalty 8847.643373 = -343820.522409
  nChanged 1
		SP:Iteration 10Q (10217.980000 sec): 3 clusters
  Score: Raw -352669.727306 + Penalty 8847.643373 = -343822.083933
  nChanged 0
		SP:Iteration 11F (10217.980000 sec): 3 clusters
  Score: Raw -352669.727306 + Penalty 8847.643373 = -343822.083933
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 42 (9811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10218.060000 sec): 2 clusters
  Score: Raw -2524910.419251 + Penalty 5629.646434 = -2519280.772817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10218.130000 sec): 3 clusters
  Score: Raw -2520451.164156 + Penalty 11259.292868 = -2509191.871288
  nChanged 3596
		SP:Iteration 1F (10218.200000 sec): 3 clusters
  Score: Raw -2522566.426325 + Penalty 11259.292868 = -2511307.133457
  nChanged 716
		SP:Iteration 2F (10218.270000 sec): 3 clusters
  Score: Raw -2523069.018148 + Penalty 11259.292868 = -2511809.725280
  nChanged 525
		SP:Iteration 3F (10218.340000 sec): 3 clusters
  Score: Raw -2523446.602501 + Penalty 11259.292868 = -2512187.309633
  nChanged 428
		SP:Iteration 4Q (10218.420000 sec): 3 clusters
  Score: Raw -2523755.416347 + Penalty 11259.292868 = -2512496.123479
  nChanged 373
		SP:Iteration 5Q (10218.490000 sec): 3 clusters
  Score: Raw -2524065.305906 + Penalty 11259.292868 = -2512806.013037
  nChanged 395
		SP:Iteration 6Q (10218.560000 sec): 3 clusters
  Score: Raw -2524415.952820 + Penalty 11259.292868 = -2513156.659952
  nChanged 394
		SP:Iteration 7Q (10218.640000 sec): 3 clusters
  Score: Raw -2524764.559363 + Penalty 11259.292868 = -2513505.266495
  nChanged 383
		SP:Iteration 8Q (10218.710000 sec): 3 clusters
  Score: Raw -2525122.594847 + Penalty 11259.292868 = -2513863.301979
  nChanged 371
		SP:Iteration 9Q (10218.780000 sec): 3 clusters
  Score: Raw -2525445.531413 + Penalty 11259.292868 = -2514186.238545
  nChanged 349
		SP:Iteration 10Q (10218.850000 sec): 3 clusters
  Score: Raw -2525741.772506 + Penalty 11259.292868 = -2514482.479638
  nChanged 339
		SP:Iteration 11Q (10218.920000 sec): 3 clusters
  Score: Raw -2526025.657028 + Penalty 11259.292868 = -2514766.364160
  nChanged 315
		SP:Iteration 12Q (10218.990000 sec): 3 clusters
  Score: Raw -2526302.029872 + Penalty 11259.292868 = -2515042.737004
  nChanged 280
		SP:Iteration 13Q (10219.060000 sec): 3 clusters
  Score: Raw -2526531.771036 + Penalty 11259.292868 = -2515272.478168
  nChanged 237
		SP:Iteration 14Q (10219.120000 sec): 3 clusters
  Score: Raw -2526712.614222 + Penalty 11259.292868 = -2515453.321354
  nChanged 191
		SP:Iteration 15Q (10219.190000 sec): 3 clusters
  Score: Raw -2526849.625854 + Penalty 11259.292868 = -2515590.332986
  nChanged 166
		SP:Iteration 16Q (10219.260000 sec): 3 clusters
  Score: Raw -2526979.025198 + Penalty 11259.292868 = -2515719.732330
  nChanged 163
		SP:Iteration 17Q (10219.330000 sec): 3 clusters
  Score: Raw -2527106.632871 + Penalty 11259.292868 = -2515847.340003
  nChanged 141
		SP:Iteration 18Q (10219.400000 sec): 3 clusters
  Score: Raw -2527211.119244 + Penalty 11259.292868 = -2515951.826376
  nChanged 120
		SP:Iteration 19Q (10219.460000 sec): 3 clusters
  Score: Raw -2527299.667756 + Penalty 11259.292868 = -2516040.374888
  nChanged 116
		SP:Iteration 20F (10219.540000 sec): 3 clusters
  Score: Raw -2527386.540219 + Penalty 11259.292868 = -2516127.247350
  nChanged 112
		SP:Iteration 21Q (10219.600000 sec): 3 clusters
  Score: Raw -2527468.680868 + Penalty 11259.292868 = -2516209.388000
  nChanged 104
		SP:Iteration 22Q (10219.670000 sec): 3 clusters
  Score: Raw -2527527.048648 + Penalty 11259.292868 = -2516267.755780
  nChanged 71
		SP:Iteration 23Q (10219.730000 sec): 3 clusters
  Score: Raw -2527560.757369 + Penalty 11259.292868 = -2516301.464501
  nChanged 46
		SP:Iteration 24Q (10219.800000 sec): 3 clusters
  Score: Raw -2527579.036841 + Penalty 11259.292868 = -2516319.743973
  nChanged 32
		SP:Iteration 25Q (10219.860000 sec): 3 clusters
  Score: Raw -2527590.298753 + Penalty 11259.292868 = -2516331.005885
  nChanged 22
		SP:Iteration 26Q (10219.930000 sec): 3 clusters
  Score: Raw -2527597.230387 + Penalty 11259.292868 = -2516337.937519
  nChanged 16
		SP:Iteration 27Q (10219.990000 sec): 3 clusters
  Score: Raw -2527604.082078 + Penalty 11259.292868 = -2516344.789210
  nChanged 21
		SP:Iteration 28Q (10220.060000 sec): 3 clusters
  Score: Raw -2527612.642374 + Penalty 11259.292868 = -2516353.349506
  nChanged 14
		SP:Iteration 29Q (10220.120000 sec): 3 clusters
  Score: Raw -2527617.191027 + Penalty 11259.292868 = -2516357.898159
  nChanged 4
		SP:Iteration 30Q (10220.190000 sec): 3 clusters
  Score: Raw -2527619.405738 + Penalty 11259.292868 = -2516360.112870
  nChanged 5
		SP:Iteration 31Q (10220.250000 sec): 3 clusters
  Score: Raw -2527621.146909 + Penalty 11259.292868 = -2516361.854041
  nChanged 3
		SP:Iteration 32Q (10220.320000 sec): 3 clusters
  Score: Raw -2527622.109107 + Penalty 11259.292868 = -2516362.816239
  nChanged 3
		SP:Iteration 33Q (10220.380000 sec): 3 clusters
  Score: Raw -2527623.119353 + Penalty 11259.292868 = -2516363.826484
  nChanged 3
		SP:Iteration 34Q (10220.440000 sec): 3 clusters
  Score: Raw -2527623.919866 + Penalty 11259.292868 = -2516364.626998
  nChanged 1
		SP:Iteration 35Q (10220.510000 sec): 3 clusters
  Score: Raw -2527624.203594 + Penalty 11259.292868 = -2516364.910726
  nChanged 1
		SP:Iteration 36Q (10220.570000 sec): 3 clusters
  Score: Raw -2527624.467320 + Penalty 11259.292868 = -2516365.174452
  nChanged 1
		SP:Iteration 37Q (10220.640000 sec): 3 clusters
  Score: Raw -2527624.609437 + Penalty 11259.292868 = -2516365.316568
  nChanged 1
		SP:Iteration 38Q (10220.700000 sec): 3 clusters
  Score: Raw -2527625.282313 + Penalty 11259.292868 = -2516365.989445
  nChanged 4
		SP:Iteration 39Q (10220.770000 sec): 3 clusters
  Score: Raw -2527626.594509 + Penalty 11259.292868 = -2516367.301641
  nChanged 5
		SP:Iteration 40F (10220.840000 sec): 3 clusters
  Score: Raw -2527628.564052 + Penalty 11259.292868 = -2516369.271184
  nChanged 3
		SP:Iteration 41Q (10220.900000 sec): 3 clusters
  Score: Raw -2527629.460896 + Penalty 11259.292868 = -2516370.168028
  nChanged 4
		SP:Iteration 42Q (10220.970000 sec): 3 clusters
  Score: Raw -2527630.578261 + Penalty 11259.292868 = -2516371.285392
  nChanged 2
		SP:Iteration 43Q (10221.040000 sec): 3 clusters
  Score: Raw -2527631.349235 + Penalty 11259.292868 = -2516372.056367
  nChanged 3
		SP:Iteration 44Q (10221.100000 sec): 3 clusters
  Score: Raw -2527632.110484 + Penalty 11259.292868 = -2516372.817616
  nChanged 2
		SP:Iteration 45Q (10221.160000 sec): 3 clusters
  Score: Raw -2527632.482387 + Penalty 11259.292868 = -2516373.189519
  nChanged 0
		SP:Iteration 46F (10221.240000 sec): 3 clusters
  Score: Raw -2527632.482387 + Penalty 11259.292868 = -2516373.189519
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 43 (19521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10221.370000 sec): 2 clusters
  Score: Raw -5075203.503042 + Penalty 6051.038229 = -5069152.464813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10221.520000 sec): 3 clusters
  Score: Raw -5065093.408078 + Penalty 12102.076458 = -5052991.331620
  nChanged 7931
		SP:Iteration 1F (10221.670000 sec): 3 clusters
  Score: Raw -5069224.109439 + Penalty 12102.076458 = -5057122.032981
  nChanged 1318
		SP:Iteration 2F (10221.820000 sec): 3 clusters
  Score: Raw -5069871.078568 + Penalty 12102.076458 = -5057769.002110
  nChanged 985
		SP:Iteration 3F (10221.960000 sec): 3 clusters
  Score: Raw -5070301.620376 + Penalty 12102.076458 = -5058199.543918
  nChanged 752
		SP:Iteration 4Q (10222.120000 sec): 3 clusters
  Score: Raw -5070613.420510 + Penalty 12102.076458 = -5058511.344052
  nChanged 596
		SP:Iteration 5Q (10222.260000 sec): 3 clusters
  Score: Raw -5070846.051168 + Penalty 12102.076458 = -5058743.974710
  nChanged 496
		SP:Iteration 6Q (10222.410000 sec): 3 clusters
  Score: Raw -5071036.551663 + Penalty 12102.076458 = -5058934.475205
  nChanged 463
		SP:Iteration 7Q (10222.560000 sec): 3 clusters
  Score: Raw -5071211.740660 + Penalty 12102.076458 = -5059109.664202
  nChanged 405
		SP:Iteration 8Q (10222.710000 sec): 3 clusters
  Score: Raw -5071355.056678 + Penalty 12102.076458 = -5059252.980220
  nChanged 368
		SP:Iteration 9Q (10222.860000 sec): 3 clusters
  Score: Raw -5071476.879678 + Penalty 12102.076458 = -5059374.803220
  nChanged 360
		SP:Iteration 10Q (10223.000000 sec): 3 clusters
  Score: Raw -5071607.608355 + Penalty 12102.076458 = -5059505.531897
  nChanged 345
		SP:Iteration 11Q (10223.150000 sec): 3 clusters
  Score: Raw -5071718.558114 + Penalty 12102.076458 = -5059616.481656
  nChanged 327
		SP:Iteration 12Q (10223.300000 sec): 3 clusters
  Score: Raw -5071818.682488 + Penalty 12102.076458 = -5059716.606030
  nChanged 312
		SP:Iteration 13Q (10223.450000 sec): 3 clusters
  Score: Raw -5071917.888064 + Penalty 12102.076458 = -5059815.811606
  nChanged 313
		SP:Iteration 14Q (10223.600000 sec): 3 clusters
  Score: Raw -5072022.366716 + Penalty 12102.076458 = -5059920.290258
  nChanged 310
		SP:Iteration 15Q (10223.750000 sec): 3 clusters
  Score: Raw -5072120.134779 + Penalty 12102.076458 = -5060018.058321
  nChanged 308
		SP:Iteration 16Q (10223.900000 sec): 3 clusters
  Score: Raw -5072226.938097 + Penalty 12102.076458 = -5060124.861639
  nChanged 321
		SP:Iteration 17Q (10224.040000 sec): 3 clusters
  Score: Raw -5072336.934183 + Penalty 12102.076458 = -5060234.857725
  nChanged 345
		SP:Iteration 18Q (10224.190000 sec): 3 clusters
  Score: Raw -5072458.467689 + Penalty 12102.076458 = -5060356.391231
  nChanged 348
		SP:Iteration 19Q (10224.340000 sec): 3 clusters
  Score: Raw -5072590.371055 + Penalty 12102.076458 = -5060488.294597
  nChanged 369
		SP:Iteration 20F (10224.490000 sec): 3 clusters
  Score: Raw -5072739.790287 + Penalty 12102.076458 = -5060637.713829
  nChanged 434
		SP:Iteration 21Q (10224.640000 sec): 3 clusters
  Score: Raw -5072919.690292 + Penalty 12102.076458 = -5060817.613834
  nChanged 440
		SP:Iteration 22Q (10224.790000 sec): 3 clusters
  Score: Raw -5073100.806580 + Penalty 12102.076458 = -5060998.730122
  nChanged 479
		SP:Iteration 23Q (10224.940000 sec): 3 clusters
  Score: Raw -5073309.197438 + Penalty 12102.076458 = -5061207.120980
  nChanged 488
		SP:Iteration 24Q (10225.080000 sec): 3 clusters
  Score: Raw -5073526.683493 + Penalty 12102.076458 = -5061424.607035
  nChanged 487
		SP:Iteration 25Q (10225.230000 sec): 3 clusters
  Score: Raw -5073762.445844 + Penalty 12102.076458 = -5061660.369386
  nChanged 530
		SP:Iteration 26Q (10225.380000 sec): 3 clusters
  Score: Raw -5074040.533621 + Penalty 12102.076458 = -5061938.457163
  nChanged 578
		SP:Iteration 27Q (10225.530000 sec): 3 clusters
  Score: Raw -5074344.678119 + Penalty 12102.076458 = -5062242.601661
  nChanged 581
		SP:Iteration 28Q (10225.680000 sec): 3 clusters
  Score: Raw -5074690.459307 + Penalty 12102.076458 = -5062588.382849
  nChanged 615
		SP:Iteration 29Q (10225.820000 sec): 3 clusters
  Score: Raw -5075081.214323 + Penalty 12102.076458 = -5062979.137865
  nChanged 597
		SP:Iteration 30Q (10225.970000 sec): 3 clusters
  Score: Raw -5075480.793497 + Penalty 12102.076458 = -5063378.717039
  nChanged 563
		SP:Iteration 31Q (10226.120000 sec): 3 clusters
  Score: Raw -5075865.736587 + Penalty 12102.076458 = -5063763.660129
  nChanged 477
		SP:Iteration 32Q (10226.270000 sec): 3 clusters
  Score: Raw -5076193.920179 + Penalty 12102.076458 = -5064091.843721
  nChanged 393
		SP:Iteration 33Q (10226.410000 sec): 3 clusters
  Score: Raw -5076463.468466 + Penalty 12102.076458 = -5064361.392008
  nChanged 323
		SP:Iteration 34Q (10226.560000 sec): 3 clusters
  Score: Raw -5076683.323220 + Penalty 12102.076458 = -5064581.246762
  nChanged 247
		SP:Iteration 35Q (10226.700000 sec): 3 clusters
  Score: Raw -5076844.892096 + Penalty 12102.076458 = -5064742.815638
  nChanged 178
		SP:Iteration 36Q (10226.850000 sec): 3 clusters
  Score: Raw -5076953.009974 + Penalty 12102.076458 = -5064850.933516
  nChanged 142
		SP:Iteration 37Q (10226.990000 sec): 3 clusters
  Score: Raw -5077041.916494 + Penalty 12102.076458 = -5064939.840036
  nChanged 112
		SP:Iteration 38Q (10227.130000 sec): 3 clusters
  Score: Raw -5077106.063991 + Penalty 12102.076458 = -5065003.987533
  nChanged 83
		SP:Iteration 39Q (10227.270000 sec): 3 clusters
  Score: Raw -5077156.088732 + Penalty 12102.076458 = -5065054.012274
  nChanged 62
		SP:Iteration 40F (10227.420000 sec): 3 clusters
  Score: Raw -5077192.068853 + Penalty 12102.076458 = -5065089.992395
  nChanged 50
		SP:Iteration 41Q (10227.560000 sec): 3 clusters
  Score: Raw -5077220.155242 + Penalty 12102.076458 = -5065118.078784
  nChanged 23
		SP:Iteration 42Q (10227.690000 sec): 3 clusters
  Score: Raw -5077231.871012 + Penalty 12102.076458 = -5065129.794554
  nChanged 15
		SP:Iteration 43Q (10227.830000 sec): 3 clusters
  Score: Raw -5077239.040165 + Penalty 12102.076458 = -5065136.963707
  nChanged 17
		SP:Iteration 44Q (10227.960000 sec): 3 clusters
  Score: Raw -5077248.274223 + Penalty 12102.076458 = -5065146.197765
  nChanged 15
		SP:Iteration 45Q (10228.100000 sec): 3 clusters
  Score: Raw -5077254.568610 + Penalty 12102.076458 = -5065152.492152
  nChanged 13
		SP:Iteration 46Q (10228.240000 sec): 3 clusters
  Score: Raw -5077260.604066 + Penalty 12102.076458 = -5065158.527608
  nChanged 4
		SP:Iteration 47Q (10228.370000 sec): 3 clusters
  Score: Raw -5077261.990098 + Penalty 12102.076458 = -5065159.913640
  nChanged 2
		SP:Iteration 48Q (10228.500000 sec): 3 clusters
  Score: Raw -5077262.723387 + Penalty 12102.076458 = -5065160.646929
  nChanged 2
		SP:Iteration 49Q (10228.640000 sec): 3 clusters
  Score: Raw -5077263.628860 + Penalty 12102.076458 = -5065161.552402
  nChanged 3
		SP:Iteration 50Q (10228.780000 sec): 3 clusters
  Score: Raw -5077265.050038 + Penalty 12102.076458 = -5065162.973580
  nChanged 1
		SP:Iteration 51Q (10228.910000 sec): 3 clusters
  Score: Raw -5077265.669983 + Penalty 12102.076458 = -5065163.593525
  nChanged 0
		SP:Iteration 52F (10229.060000 sec): 3 clusters
  Score: Raw -5077265.669983 + Penalty 12102.076458 = -5065163.593525
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 44 (51357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10229.400000 sec): 2 clusters
  Score: Raw -13916853.929913 + Penalty 6643.515872 = -13910210.414041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10229.790000 sec): 3 clusters
  Score: Raw -13887093.184628 + Penalty 13287.031744 = -13873806.152884
  nChanged 22452
		SP:Iteration 1F (10230.180000 sec): 3 clusters
  Score: Raw -13899043.932335 + Penalty 13287.031744 = -13885756.900591
  nChanged 2526
		SP:Iteration 2Q (10230.580000 sec): 3 clusters
  Score: Raw -13899866.148623 + Penalty 13287.031744 = -13886579.116879
  nChanged 2113
		SP:Iteration 3Q (10230.970000 sec): 3 clusters
  Score: Raw -13900472.059086 + Penalty 13287.031744 = -13887185.027342
  nChanged 1703
		SP:Iteration 4Q (10231.370000 sec): 3 clusters
  Score: Raw -13900924.026396 + Penalty 13287.031744 = -13887636.994653
  nChanged 1485
		SP:Iteration 5Q (10231.760000 sec): 3 clusters
  Score: Raw -13901335.710791 + Penalty 13287.031744 = -13888048.679047
  nChanged 1457
		SP:Iteration 6Q (10232.160000 sec): 3 clusters
  Score: Raw -13901760.127383 + Penalty 13287.031744 = -13888473.095639
  nChanged 1393
		SP:Iteration 7Q (10232.550000 sec): 3 clusters
  Score: Raw -13902190.190772 + Penalty 13287.031744 = -13888903.159028
  nChanged 1414
		SP:Iteration 8Q (10232.940000 sec): 3 clusters
  Score: Raw -13902658.902253 + Penalty 13287.031744 = -13889371.870510
  nChanged 1549
		SP:Iteration 9Q (10233.340000 sec): 3 clusters
  Score: Raw -13903242.201066 + Penalty 13287.031744 = -13889955.169322
  nChanged 1805
		SP:Iteration 10Q (10233.730000 sec): 3 clusters
  Score: Raw -13904059.950311 + Penalty 13287.031744 = -13890772.918568
  nChanged 2204
		SP:Iteration 11Q (10234.130000 sec): 3 clusters
  Score: Raw -13905255.040199 + Penalty 13287.031744 = -13891968.008456
  nChanged 2544
		SP:Iteration 12Q (10234.520000 sec): 3 clusters
  Score: Raw -13906880.281371 + Penalty 13287.031744 = -13893593.249627
  nChanged 2918
		SP:Iteration 13F (10234.910000 sec): 3 clusters
  Score: Raw -13909031.881196 + Penalty 13287.031744 = -13895744.849452
  nChanged 2905
		SP:Iteration 14F (10235.300000 sec): 3 clusters
  Score: Raw -13911412.122776 + Penalty 13287.031744 = -13898125.091032
  nChanged 2584
		SP:Iteration 15F (10235.690000 sec): 3 clusters
  Score: Raw -13913707.877769 + Penalty 13287.031744 = -13900420.846026
  nChanged 1767
		SP:Iteration 16Q (10236.050000 sec): 3 clusters
  Score: Raw -13915284.105380 + Penalty 13287.031744 = -13901997.073636
  nChanged 1061
		SP:Iteration 17Q (10236.380000 sec): 3 clusters
  Score: Raw -13916198.786881 + Penalty 13287.031744 = -13902911.755137
  nChanged 599
		SP:Iteration 18Q (10236.700000 sec): 3 clusters
  Score: Raw -13916763.672306 + Penalty 13287.031744 = -13903476.640562
  nChanged 341
		SP:Iteration 19Q (10237.000000 sec): 3 clusters
  Score: Raw -13917082.929472 + Penalty 13287.031744 = -13903795.897728
  nChanged 212
		SP:Iteration 20F (10237.390000 sec): 3 clusters
  Score: Raw -13917285.873666 + Penalty 13287.031744 = -13903998.841923
  nChanged 143
		SP:Iteration 21Q (10237.670000 sec): 3 clusters
  Score: Raw -13917413.856178 + Penalty 13287.031744 = -13904126.824434
  nChanged 88
		SP:Iteration 22Q (10237.950000 sec): 3 clusters
  Score: Raw -13917489.010467 + Penalty 13287.031744 = -13904201.978723
  nChanged 50
		SP:Iteration 23Q (10238.230000 sec): 3 clusters
  Score: Raw -13917533.413070 + Penalty 13287.031744 = -13904246.381326
  nChanged 32
		SP:Iteration 24Q (10238.510000 sec): 3 clusters
  Score: Raw -13917561.803158 + Penalty 13287.031744 = -13904274.771414
  nChanged 26
		SP:Iteration 25Q (10238.790000 sec): 3 clusters
  Score: Raw -13917586.375261 + Penalty 13287.031744 = -13904299.343518
  nChanged 21
		SP:Iteration 26Q (10239.060000 sec): 3 clusters
  Score: Raw -13917604.643902 + Penalty 13287.031744 = -13904317.612159
  nChanged 16
		SP:Iteration 27Q (10239.340000 sec): 3 clusters
  Score: Raw -13917621.210377 + Penalty 13287.031744 = -13904334.178633
  nChanged 15
		SP:Iteration 28Q (10239.610000 sec): 3 clusters
  Score: Raw -13917633.499507 + Penalty 13287.031744 = -13904346.467764
  nChanged 11
		SP:Iteration 29Q (10239.890000 sec): 3 clusters
  Score: Raw -13917640.769213 + Penalty 13287.031744 = -13904353.737469
  nChanged 6
		SP:Iteration 30Q (10240.160000 sec): 3 clusters
  Score: Raw -13917644.791585 + Penalty 13287.031744 = -13904357.759841
  nChanged 2
		SP:Iteration 31Q (10240.430000 sec): 3 clusters
  Score: Raw -13917646.822557 + Penalty 13287.031744 = -13904359.790814
  nChanged 5
		SP:Iteration 32Q (10240.700000 sec): 3 clusters
  Score: Raw -13917650.503246 + Penalty 13287.031744 = -13904363.471503
  nChanged 5
		SP:Iteration 33Q (10240.980000 sec): 3 clusters
  Score: Raw -13917655.144633 + Penalty 13287.031744 = -13904368.112889
  nChanged 5
		SP:Iteration 34Q (10241.250000 sec): 3 clusters
  Score: Raw -13917659.861103 + Penalty 13287.031744 = -13904372.829360
  nChanged 5
		SP:Iteration 35Q (10241.530000 sec): 3 clusters
  Score: Raw -13917662.892111 + Penalty 13287.031744 = -13904375.860367
  nChanged 4
		SP:Iteration 36Q (10241.800000 sec): 3 clusters
  Score: Raw -13917665.399813 + Penalty 13287.031744 = -13904378.368070
  nChanged 1
		SP:Iteration 37Q (10242.080000 sec): 3 clusters
  Score: Raw -13917666.346969 + Penalty 13287.031744 = -13904379.315225
  nChanged 1
		SP:Iteration 38Q (10242.350000 sec): 3 clusters
  Score: Raw -13917667.168570 + Penalty 13287.031744 = -13904380.136826
  nChanged 3
		SP:Iteration 39Q (10242.630000 sec): 3 clusters
  Score: Raw -13917669.487002 + Penalty 13287.031744 = -13904382.455258
  nChanged 3
		SP:Iteration 40F (10243.020000 sec): 3 clusters
  Score: Raw -13917671.611896 + Penalty 13287.031744 = -13904384.580152
  nChanged 1
		SP:Iteration 41Q (10243.290000 sec): 3 clusters
  Score: Raw -13917672.770529 + Penalty 13287.031744 = -13904385.738786
  nChanged 2
		SP:Iteration 42Q (10243.570000 sec): 3 clusters
  Score: Raw -13917674.006719 + Penalty 13287.031744 = -13904386.974975
  nChanged 1
		SP:Iteration 43Q (10243.850000 sec): 3 clusters
  Score: Raw -13917674.955141 + Penalty 13287.031744 = -13904387.923397
  nChanged 1
		SP:Iteration 44Q (10244.120000 sec): 3 clusters
  Score: Raw -13917675.775717 + Penalty 13287.031744 = -13904388.743973
  nChanged 1
		SP:Iteration 45Q (10244.400000 sec): 3 clusters
  Score: Raw -13917676.181362 + Penalty 13287.031744 = -13904389.149619
  nChanged 0
		SP:Iteration 46F (10244.790000 sec): 3 clusters
  Score: Raw -13917676.181362 + Penalty 13287.031744 = -13904389.149619
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 45 (1708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10244.840000 sec): 2 clusters
  Score: Raw -444678.711804 + Penalty 4558.885504 = -440119.826300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10244.850000 sec): 3 clusters
  Score: Raw -444602.649781 + Penalty 9117.771009 = -435484.878773
  nChanged 401
		SP:Iteration 1F (10244.860000 sec): 3 clusters
  Score: Raw -445437.771791 + Penalty 9117.771009 = -436320.000783
  nChanged 119
		SP:Iteration 2F (10244.880000 sec): 3 clusters
  Score: Raw -445740.966142 + Penalty 9117.771009 = -436623.195133
  nChanged 68
		SP:Iteration 3Q (10244.890000 sec): 3 clusters
  Score: Raw -445901.505082 + Penalty 9117.771009 = -436783.734073
  nChanged 48
		SP:Iteration 4Q (10244.900000 sec): 3 clusters
  Score: Raw -446034.891722 + Penalty 9117.771009 = -436917.120714
  nChanged 49
		SP:Iteration 5Q (10244.920000 sec): 3 clusters
  Score: Raw -446247.725505 + Penalty 9117.771009 = -437129.954497
  nChanged 43
		SP:Iteration 6Q (10244.930000 sec): 3 clusters
  Score: Raw -446432.448345 + Penalty 9117.771009 = -437314.677337
  nChanged 49
		SP:Iteration 7Q (10244.940000 sec): 3 clusters
  Score: Raw -446609.474982 + Penalty 9117.771009 = -437491.703974
  nChanged 55
		SP:Iteration 8Q (10244.950000 sec): 3 clusters
  Score: Raw -446781.185063 + Penalty 9117.771009 = -437663.414054
  nChanged 68
		SP:Iteration 9Q (10244.960000 sec): 3 clusters
  Score: Raw -446998.720708 + Penalty 9117.771009 = -437880.949699
  nChanged 67
		SP:Iteration 10Q (10244.970000 sec): 3 clusters
  Score: Raw -447199.611500 + Penalty 9117.771009 = -438081.840491
  nChanged 53
		SP:Iteration 11Q (10244.980000 sec): 3 clusters
  Score: Raw -447366.941969 + Penalty 9117.771009 = -438249.170960
  nChanged 50
		SP:Iteration 12Q (10244.990000 sec): 3 clusters
  Score: Raw -447498.756517 + Penalty 9117.771009 = -438380.985508
  nChanged 40
		SP:Iteration 13Q (10245.000000 sec): 3 clusters
  Score: Raw -447634.375612 + Penalty 9117.771009 = -438516.604603
  nChanged 23
		SP:Iteration 14Q (10245.020000 sec): 3 clusters
  Score: Raw -447718.479139 + Penalty 9117.771009 = -438600.708130
  nChanged 20
		SP:Iteration 15Q (10245.020000 sec): 3 clusters
  Score: Raw -447786.659411 + Penalty 9117.771009 = -438668.888402
  nChanged 9
		SP:Iteration 16Q (10245.030000 sec): 3 clusters
  Score: Raw -447817.614032 + Penalty 9117.771009 = -438699.843024
  nChanged 3
		SP:Iteration 17Q (10245.040000 sec): 3 clusters
  Score: Raw -447826.334941 + Penalty 9117.771009 = -438708.563932
  nChanged 5
		SP:Iteration 18Q (10245.050000 sec): 3 clusters
  Score: Raw -447841.480161 + Penalty 9117.771009 = -438723.709152
  nChanged 8
		SP:Iteration 19Q (10245.060000 sec): 3 clusters
  Score: Raw -447857.299471 + Penalty 9117.771009 = -438739.528463
  nChanged 5
		SP:Iteration 20F (10245.080000 sec): 3 clusters
  Score: Raw -447898.512485 + Penalty 9117.771009 = -438780.741477
  nChanged 11
		SP:Iteration 21Q (10245.080000 sec): 3 clusters
  Score: Raw -448007.684142 + Penalty 9117.771009 = -438889.913133
  nChanged 9
		SP:Iteration 22Q (10245.100000 sec): 3 clusters
  Score: Raw -448033.000873 + Penalty 9117.771009 = -438915.229865
  nChanged 5
		SP:Iteration 23Q (10245.100000 sec): 3 clusters
  Score: Raw -448053.654912 + Penalty 9117.771009 = -438935.883903
  nChanged 5
		SP:Iteration 24Q (10245.120000 sec): 3 clusters
  Score: Raw -448062.106850 + Penalty 9117.771009 = -438944.335842
  nChanged 5
		SP:Iteration 25Q (10245.120000 sec): 3 clusters
  Score: Raw -448081.815203 + Penalty 9117.771009 = -438964.044194
  nChanged 2
		SP:Iteration 26Q (10245.130000 sec): 3 clusters
  Score: Raw -448087.021124 + Penalty 9117.771009 = -438969.250116
  nChanged 3
		SP:Iteration 27Q (10245.140000 sec): 3 clusters
  Score: Raw -448095.008820 + Penalty 9117.771009 = -438977.237812
  nChanged 2
		SP:Iteration 28Q (10245.150000 sec): 3 clusters
  Score: Raw -448099.318837 + Penalty 9117.771009 = -438981.547829
  nChanged 4
		SP:Iteration 29Q (10245.160000 sec): 3 clusters
  Score: Raw -448106.167022 + Penalty 9117.771009 = -438988.396014
  nChanged 2
		SP:Iteration 30Q (10245.170000 sec): 3 clusters
  Score: Raw -448110.277454 + Penalty 9117.771009 = -438992.506446
  nChanged 4
		SP:Iteration 31Q (10245.180000 sec): 3 clusters
  Score: Raw -448120.189932 + Penalty 9117.771009 = -439002.418924
  nChanged 4
		SP:Iteration 32Q (10245.190000 sec): 3 clusters
  Score: Raw -448135.565637 + Penalty 9117.771009 = -439017.794628
  nChanged 7
		SP:Iteration 33Q (10245.200000 sec): 3 clusters
  Score: Raw -448153.548428 + Penalty 9117.771009 = -439035.777420
  nChanged 1
		SP:Iteration 34Q (10245.210000 sec): 3 clusters
  Score: Raw -448156.629552 + Penalty 9117.771009 = -439038.858544
  nChanged 0
		SP:Iteration 35F (10245.220000 sec): 3 clusters
  Score: Raw -448160.213084 + Penalty 9117.771009 = -439042.442075
  nChanged 1
		SP:Iteration 36Q (10245.230000 sec): 3 clusters
  Score: Raw -448171.020980 + Penalty 9117.771009 = -439053.249972
  nChanged 2
		SP:Iteration 37Q (10245.240000 sec): 3 clusters
  Score: Raw -448179.367948 + Penalty 9117.771009 = -439061.596939
  nChanged 1
		SP:Iteration 38Q (10245.250000 sec): 3 clusters
  Score: Raw -448183.242382 + Penalty 9117.771009 = -439065.471373
  nChanged 1
		SP:Iteration 39Q (10245.260000 sec): 3 clusters
  Score: Raw -448187.208408 + Penalty 9117.771009 = -439069.437399
  nChanged 1
		SP:Iteration 40F (10245.270000 sec): 3 clusters
  Score: Raw -448192.795823 + Penalty 9117.771009 = -439075.024814
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 46 (11818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10245.360000 sec): 2 clusters
  Score: Raw -3134075.852715 + Penalty 5743.644682 = -3128332.208033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10245.440000 sec): 3 clusters
  Score: Raw -3128426.853487 + Penalty 11487.289363 = -3116939.564124
  nChanged 4541
		SP:Iteration 1F (10245.530000 sec): 3 clusters
  Score: Raw -3130966.710818 + Penalty 11487.289363 = -3119479.421455
  nChanged 859
		SP:Iteration 2F (10245.620000 sec): 3 clusters
  Score: Raw -3131501.230509 + Penalty 11487.289363 = -3120013.941146
  nChanged 579
		SP:Iteration 3Q (10245.710000 sec): 3 clusters
  Score: Raw -3131870.194735 + Penalty 11487.289363 = -3120382.905372
  nChanged 509
		SP:Iteration 4Q (10245.800000 sec): 3 clusters
  Score: Raw -3132199.907137 + Penalty 11487.289363 = -3120712.617774
  nChanged 433
		SP:Iteration 5Q (10245.880000 sec): 3 clusters
  Score: Raw -3132545.007015 + Penalty 11487.289363 = -3121057.717652
  nChanged 476
		SP:Iteration 6Q (10245.970000 sec): 3 clusters
  Score: Raw -3132982.792828 + Penalty 11487.289363 = -3121495.503465
  nChanged 490
		SP:Iteration 7Q (10246.060000 sec): 3 clusters
  Score: Raw -3133456.441678 + Penalty 11487.289363 = -3121969.152315
  nChanged 505
		SP:Iteration 8Q (10246.140000 sec): 3 clusters
  Score: Raw -3133999.514398 + Penalty 11487.289363 = -3122512.225035
  nChanged 538
		SP:Iteration 9Q (10246.230000 sec): 3 clusters
  Score: Raw -3134591.291397 + Penalty 11487.289363 = -3123104.002034
  nChanged 569
		SP:Iteration 10Q (10246.310000 sec): 3 clusters
  Score: Raw -3135271.017370 + Penalty 11487.289363 = -3123783.728007
  nChanged 581
		SP:Iteration 11Q (10246.400000 sec): 3 clusters
  Score: Raw -3135954.527656 + Penalty 11487.289363 = -3124467.238293
  nChanged 577
		SP:Iteration 12Q (10246.480000 sec): 3 clusters
  Score: Raw -3136509.981151 + Penalty 11487.289363 = -3125022.691788
  nChanged 487
		SP:Iteration 13Q (10246.550000 sec): 3 clusters
  Score: Raw -3136970.805982 + Penalty 11487.289363 = -3125483.516619
  nChanged 430
		SP:Iteration 14Q (10246.630000 sec): 3 clusters
  Score: Raw -3137433.453546 + Penalty 11487.289363 = -3125946.164183
  nChanged 393
		SP:Iteration 15Q (10246.710000 sec): 3 clusters
  Score: Raw -3137965.026253 + Penalty 11487.289363 = -3126477.736890
  nChanged 304
		SP:Iteration 16Q (10246.790000 sec): 3 clusters
  Score: Raw -3138404.495072 + Penalty 11487.289363 = -3126917.205709
  nChanged 220
		SP:Iteration 17Q (10246.860000 sec): 3 clusters
  Score: Raw -3138674.921624 + Penalty 11487.289363 = -3127187.632261
  nChanged 203
		SP:Iteration 18Q (10246.930000 sec): 3 clusters
  Score: Raw -3138873.078748 + Penalty 11487.289363 = -3127385.789385
  nChanged 130
		SP:Iteration 19Q (10247.000000 sec): 3 clusters
  Score: Raw -3138960.400690 + Penalty 11487.289363 = -3127473.111327
  nChanged 78
		SP:Iteration 20F (10247.090000 sec): 3 clusters
  Score: Raw -3138999.940389 + Penalty 11487.289363 = -3127512.651026
  nChanged 48
		SP:Iteration 21Q (10247.160000 sec): 3 clusters
  Score: Raw -3139021.175277 + Penalty 11487.289363 = -3127533.885914
  nChanged 29
		SP:Iteration 22Q (10247.230000 sec): 3 clusters
  Score: Raw -3139032.549123 + Penalty 11487.289363 = -3127545.259760
  nChanged 22
		SP:Iteration 23Q (10247.300000 sec): 3 clusters
  Score: Raw -3139041.075063 + Penalty 11487.289363 = -3127553.785700
  nChanged 19
		SP:Iteration 24Q (10247.370000 sec): 3 clusters
  Score: Raw -3139049.721207 + Penalty 11487.289363 = -3127562.431843
  nChanged 15
		SP:Iteration 25Q (10247.440000 sec): 3 clusters
  Score: Raw -3139055.582329 + Penalty 11487.289363 = -3127568.292966
  nChanged 13
		SP:Iteration 26Q (10247.510000 sec): 3 clusters
  Score: Raw -3139060.093218 + Penalty 11487.289363 = -3127572.803854
  nChanged 5
		SP:Iteration 27Q (10247.580000 sec): 3 clusters
  Score: Raw -3139061.859080 + Penalty 11487.289363 = -3127574.569717
  nChanged 2
		SP:Iteration 28Q (10247.640000 sec): 3 clusters
  Score: Raw -3139062.418832 + Penalty 11487.289363 = -3127575.129469
  nChanged 4
		SP:Iteration 29Q (10247.710000 sec): 3 clusters
  Score: Raw -3139063.562536 + Penalty 11487.289363 = -3127576.273172
  nChanged 2
		SP:Iteration 30Q (10247.780000 sec): 3 clusters
  Score: Raw -3139064.100584 + Penalty 11487.289363 = -3127576.811221
  nChanged 2
		SP:Iteration 31Q (10247.850000 sec): 3 clusters
  Score: Raw -3139064.749493 + Penalty 11487.289363 = -3127577.460130
  nChanged 3
		SP:Iteration 32Q (10247.920000 sec): 3 clusters
  Score: Raw -3139066.097482 + Penalty 11487.289363 = -3127578.808119
  nChanged 2
		SP:Iteration 33Q (10247.990000 sec): 3 clusters
  Score: Raw -3139066.614714 + Penalty 11487.289363 = -3127579.325351
  nChanged 1
		SP:Iteration 34Q (10248.060000 sec): 3 clusters
  Score: Raw -3139066.806622 + Penalty 11487.289363 = -3127579.517259
  nChanged 1
		SP:Iteration 35Q (10248.140000 sec): 3 clusters
  Score: Raw -3139067.103550 + Penalty 11487.289363 = -3127579.814187
  nChanged 1
		SP:Iteration 36Q (10248.200000 sec): 3 clusters
  Score: Raw -3139067.240644 + Penalty 11487.289363 = -3127579.951281
  nChanged 0
		SP:Iteration 37F (10248.300000 sec): 3 clusters
  Score: Raw -3139067.240644 + Penalty 11487.289363 = -3127579.951281
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 47 (4779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10248.340000 sec): 2 clusters
  Score: Raw -1229843.359883 + Penalty 5189.091792 = -1224654.268091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10248.380000 sec): 3 clusters
  Score: Raw -1228071.807874 + Penalty 10378.183583 = -1217693.624290
  nChanged 1479
		SP:Iteration 1F (10248.410000 sec): 3 clusters
  Score: Raw -1229236.793174 + Penalty 10378.183583 = -1218858.609590
  nChanged 419
		SP:Iteration 2F (10248.450000 sec): 3 clusters
  Score: Raw -1229660.577655 + Penalty 10378.183583 = -1219282.394072
  nChanged 242
		SP:Iteration 3F (10248.480000 sec): 3 clusters
  Score: Raw -1229915.372835 + Penalty 10378.183583 = -1219537.189251
  nChanged 165
		SP:Iteration 4Q (10248.520000 sec): 3 clusters
  Score: Raw -1230082.239065 + Penalty 10378.183583 = -1219704.055482
  nChanged 111
		SP:Iteration 5Q (10248.550000 sec): 3 clusters
  Score: Raw -1230171.363237 + Penalty 10378.183583 = -1219793.179653
  nChanged 72
		SP:Iteration 6Q (10248.590000 sec): 3 clusters
  Score: Raw -1230222.114343 + Penalty 10378.183583 = -1219843.930760
  nChanged 59
		SP:Iteration 7Q (10248.620000 sec): 3 clusters
  Score: Raw -1230267.854419 + Penalty 10378.183583 = -1219889.670835
  nChanged 55
		SP:Iteration 8Q (10248.660000 sec): 3 clusters
  Score: Raw -1230314.130990 + Penalty 10378.183583 = -1219935.947407
  nChanged 50
		SP:Iteration 9Q (10248.690000 sec): 3 clusters
  Score: Raw -1230350.250450 + Penalty 10378.183583 = -1219972.066867
  nChanged 35
		SP:Iteration 10Q (10248.730000 sec): 3 clusters
  Score: Raw -1230380.014376 + Penalty 10378.183583 = -1220001.830793
  nChanged 43
		SP:Iteration 11Q (10248.760000 sec): 3 clusters
  Score: Raw -1230404.090170 + Penalty 10378.183583 = -1220025.906587
  nChanged 34
		SP:Iteration 12Q (10248.800000 sec): 3 clusters
  Score: Raw -1230427.631863 + Penalty 10378.183583 = -1220049.448280
  nChanged 35
		SP:Iteration 13Q (10248.830000 sec): 3 clusters
  Score: Raw -1230448.839485 + Penalty 10378.183583 = -1220070.655902
  nChanged 25
		SP:Iteration 14Q (10248.860000 sec): 3 clusters
  Score: Raw -1230465.021452 + Penalty 10378.183583 = -1220086.837869
  nChanged 19
		SP:Iteration 15Q (10248.900000 sec): 3 clusters
  Score: Raw -1230476.542644 + Penalty 10378.183583 = -1220098.359061
  nChanged 19
		SP:Iteration 16Q (10248.930000 sec): 3 clusters
  Score: Raw -1230490.867314 + Penalty 10378.183583 = -1220112.683731
  nChanged 22
		SP:Iteration 17Q (10248.970000 sec): 3 clusters
  Score: Raw -1230505.369703 + Penalty 10378.183583 = -1220127.186120
  nChanged 11
		SP:Iteration 18Q (10249.000000 sec): 3 clusters
  Score: Raw -1230512.291222 + Penalty 10378.183583 = -1220134.107639
  nChanged 11
		SP:Iteration 19Q (10249.040000 sec): 3 clusters
  Score: Raw -1230521.949428 + Penalty 10378.183583 = -1220143.765845
  nChanged 19
		SP:Iteration 20F (10249.070000 sec): 3 clusters
  Score: Raw -1230534.691597 + Penalty 10378.183583 = -1220156.508013
  nChanged 17
		SP:Iteration 21Q (10249.100000 sec): 3 clusters
  Score: Raw -1230544.705842 + Penalty 10378.183583 = -1220166.522258
  nChanged 13
		SP:Iteration 22Q (10249.140000 sec): 3 clusters
  Score: Raw -1230551.544572 + Penalty 10378.183583 = -1220173.360989
  nChanged 7
		SP:Iteration 23Q (10249.180000 sec): 3 clusters
  Score: Raw -1230555.546961 + Penalty 10378.183583 = -1220177.363377
  nChanged 6
		SP:Iteration 24Q (10249.210000 sec): 3 clusters
  Score: Raw -1230558.300470 + Penalty 10378.183583 = -1220180.116886
  nChanged 3
		SP:Iteration 25Q (10249.250000 sec): 3 clusters
  Score: Raw -1230559.750407 + Penalty 10378.183583 = -1220181.566824
  nChanged 1
		SP:Iteration 26Q (10249.280000 sec): 3 clusters
  Score: Raw -1230560.275754 + Penalty 10378.183583 = -1220182.092171
  nChanged 1
		SP:Iteration 27Q (10249.320000 sec): 3 clusters
  Score: Raw -1230561.134394 + Penalty 10378.183583 = -1220182.950811
  nChanged 3
		SP:Iteration 28Q (10249.350000 sec): 3 clusters
  Score: Raw -1230562.340369 + Penalty 10378.183583 = -1220184.156786
  nChanged 2
		SP:Iteration 29Q (10249.390000 sec): 3 clusters
  Score: Raw -1230563.377706 + Penalty 10378.183583 = -1220185.194122
  nChanged 1
		SP:Iteration 30Q (10249.420000 sec): 3 clusters
  Score: Raw -1230565.698810 + Penalty 10378.183583 = -1220187.515227
  nChanged 3
		SP:Iteration 31Q (10249.450000 sec): 3 clusters
  Score: Raw -1230567.842470 + Penalty 10378.183583 = -1220189.658886
  nChanged 2
		SP:Iteration 32Q (10249.490000 sec): 3 clusters
  Score: Raw -1230568.792403 + Penalty 10378.183583 = -1220190.608819
  nChanged 1
		SP:Iteration 33Q (10249.520000 sec): 3 clusters
  Score: Raw -1230569.306267 + Penalty 10378.183583 = -1220191.122684
  nChanged 1
		SP:Iteration 34Q (10249.560000 sec): 3 clusters
  Score: Raw -1230569.978490 + Penalty 10378.183583 = -1220191.794907
  nChanged 2
		SP:Iteration 35Q (10249.590000 sec): 3 clusters
  Score: Raw -1230571.286441 + Penalty 10378.183583 = -1220193.102858
  nChanged 1
		SP:Iteration 36Q (10249.630000 sec): 3 clusters
  Score: Raw -1230571.949003 + Penalty 10378.183583 = -1220193.765420
  nChanged 0
		SP:Iteration 37F (10249.660000 sec): 3 clusters
  Score: Raw -1230571.949003 + Penalty 10378.183583 = -1220193.765420
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 48 (835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10249.670000 sec): 2 clusters
  Score: Raw -192370.467187 + Penalty 4120.551931 = -188249.915255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10249.680000 sec): 3 clusters
  Score: Raw -192916.124567 + Penalty 8241.103863 = -184675.020704
  nChanged 187
		SP:Iteration 1F (10249.690000 sec): 3 clusters
  Score: Raw -193694.753343 + Penalty 8241.103863 = -185453.649480
  nChanged 79
		SP:Iteration 2F (10249.690000 sec): 3 clusters
  Score: Raw -194278.910681 + Penalty 8241.103863 = -186037.806818
  nChanged 70
		SP:Iteration 3F (10249.700000 sec): 3 clusters
  Score: Raw -195012.760270 + Penalty 8241.103863 = -186771.656407
  nChanged 68
		SP:Iteration 4F (10249.710000 sec): 3 clusters
  Score: Raw -195727.997175 + Penalty 8241.103863 = -187486.893312
  nChanged 45
		SP:Iteration 5F (10249.710000 sec): 3 clusters
  Score: Raw -196165.198357 + Penalty 8241.103863 = -187924.094494
  nChanged 39
		SP:Iteration 6Q (10249.720000 sec): 3 clusters
  Score: Raw -196586.121477 + Penalty 8241.103863 = -188345.017614
  nChanged 25
		SP:Iteration 7Q (10249.720000 sec): 3 clusters
  Score: Raw -196855.156485 + Penalty 8241.103863 = -188614.052622
  nChanged 13
		SP:Iteration 8Q (10249.730000 sec): 3 clusters
  Score: Raw -196925.971758 + Penalty 8241.103863 = -188684.867895
  nChanged 11
		SP:Iteration 9Q (10249.730000 sec): 3 clusters
  Score: Raw -197093.131445 + Penalty 8241.103863 = -188852.027582
  nChanged 9
		SP:Iteration 10Q (10249.740000 sec): 3 clusters
  Score: Raw -197290.168871 + Penalty 8241.103863 = -189049.065008
  nChanged 9
		SP:Iteration 11Q (10249.740000 sec): 3 clusters
  Score: Raw -197357.118305 + Penalty 8241.103863 = -189116.014442
  nChanged 4
		SP:Iteration 12Q (10249.750000 sec): 3 clusters
  Score: Raw -197375.588183 + Penalty 8241.103863 = -189134.484320
  nChanged 4
		SP:Iteration 13Q (10249.750000 sec): 3 clusters
  Score: Raw -197418.773201 + Penalty 8241.103863 = -189177.669338
  nChanged 3
		SP:Iteration 14Q (10249.760000 sec): 3 clusters
  Score: Raw -197470.458156 + Penalty 8241.103863 = -189229.354293
  nChanged 2
		SP:Iteration 15Q (10249.760000 sec): 3 clusters
  Score: Raw -197506.756102 + Penalty 8241.103863 = -189265.652239
  nChanged 5
		SP:Iteration 16Q (10249.770000 sec): 3 clusters
  Score: Raw -197565.690892 + Penalty 8241.103863 = -189324.587029
  nChanged 2
		SP:Iteration 17Q (10249.770000 sec): 3 clusters
  Score: Raw -197659.454596 + Penalty 8241.103863 = -189418.350733
  nChanged 2
		SP:Iteration 18Q (10249.780000 sec): 3 clusters
  Score: Raw -197722.316697 + Penalty 8241.103863 = -189481.212834
  nChanged 1
		SP:Iteration 19Q (10249.780000 sec): 3 clusters
  Score: Raw -197728.562231 + Penalty 8241.103863 = -189487.458368
  nChanged 0
		SP:Iteration 20F (10249.790000 sec): 3 clusters
  Score: Raw -197745.598957 + Penalty 8241.103863 = -189504.495094
  nChanged 2
		SP:Iteration 21Q (10249.790000 sec): 3 clusters
  Score: Raw -197797.756814 + Penalty 8241.103863 = -189556.652951
  nChanged 2
		SP:Iteration 22Q (10249.800000 sec): 3 clusters
  Score: Raw -197824.314671 + Penalty 8241.103863 = -189583.210808
  nChanged 4
		SP:Iteration 23Q (10249.800000 sec): 3 clusters
  Score: Raw -197836.755238 + Penalty 8241.103863 = -189595.651375
  nChanged 1
		SP:Iteration 24Q (10249.810000 sec): 3 clusters
  Score: Raw -197838.234719 + Penalty 8241.103863 = -189597.130856
  nChanged 0
		SP:Iteration 25F (10249.810000 sec): 3 clusters
  Score: Raw -197840.880815 + Penalty 8241.103863 = -189599.776953
  nChanged 1
		SP:Iteration 26Q (10249.820000 sec): 3 clusters
  Score: Raw -197863.405693 + Penalty 8241.103863 = -189622.301830
  nChanged 1
		SP:Iteration 27Q (10249.820000 sec): 3 clusters
  Score: Raw -197864.604000 + Penalty 8241.103863 = -189623.500137
  nChanged 1
		SP:Iteration 28Q (10249.830000 sec): 3 clusters
  Score: Raw -197865.370214 + Penalty 8241.103863 = -189624.266351
  nChanged 0
		SP:Iteration 29F (10249.830000 sec): 3 clusters
  Score: Raw -197865.370214 + Penalty 8241.103863 = -189624.266351
  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 23.66 GB.

 Trying to split cluster 49 (1749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10249.860000 sec): 2 clusters
  Score: Raw -446898.216729 + Penalty 4573.414678 = -442324.802051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10249.870000 sec): 3 clusters
  Score: Raw -446851.245939 + Penalty 9146.829357 = -437704.416582
  nChanged 414
		SP:Iteration 1F (10249.890000 sec): 3 clusters
  Score: Raw -447477.056798 + Penalty 9146.829357 = -438330.227441
  nChanged 111
		SP:Iteration 2F (10249.900000 sec): 3 clusters
  Score: Raw -447740.410212 + Penalty 9146.829357 = -438593.580855
  nChanged 98
		SP:Iteration 3F (10249.910000 sec): 3 clusters
  Score: Raw -447964.939523 + Penalty 9146.829357 = -438818.110166
  nChanged 55
		SP:Iteration 4Q (10249.930000 sec): 3 clusters
  Score: Raw -448066.033115 + Penalty 9146.829357 = -438919.203758
  nChanged 39
		SP:Iteration 5Q (10249.940000 sec): 3 clusters
  Score: Raw -448139.510255 + Penalty 9146.829357 = -438992.680898
  nChanged 29
		SP:Iteration 6Q (10249.950000 sec): 3 clusters
  Score: Raw -448216.683650 + Penalty 9146.829357 = -439069.854293
  nChanged 35
		SP:Iteration 7Q (10249.960000 sec): 3 clusters
  Score: Raw -448292.178124 + Penalty 9146.829357 = -439145.348767
  nChanged 22
		SP:Iteration 8Q (10249.970000 sec): 3 clusters
  Score: Raw -448332.273596 + Penalty 9146.829357 = -439185.444240
  nChanged 22
		SP:Iteration 9Q (10249.990000 sec): 3 clusters
  Score: Raw -448369.892774 + Penalty 9146.829357 = -439223.063418
  nChanged 15
		SP:Iteration 10Q (10250.000000 sec): 3 clusters
  Score: Raw -448396.850999 + Penalty 9146.829357 = -439250.021642
  nChanged 14
		SP:Iteration 11Q (10250.010000 sec): 3 clusters
  Score: Raw -448422.378911 + Penalty 9146.829357 = -439275.549554
  nChanged 11
		SP:Iteration 12Q (10250.020000 sec): 3 clusters
  Score: Raw -448440.530634 + Penalty 9146.829357 = -439293.701277
  nChanged 13
		SP:Iteration 13Q (10250.030000 sec): 3 clusters
  Score: Raw -448463.309856 + Penalty 9146.829357 = -439316.480499
  nChanged 13
		SP:Iteration 14Q (10250.050000 sec): 3 clusters
  Score: Raw -448486.520176 + Penalty 9146.829357 = -439339.690819
  nChanged 16
		SP:Iteration 15Q (10250.060000 sec): 3 clusters
  Score: Raw -448512.901443 + Penalty 9146.829357 = -439366.072087
  nChanged 18
		SP:Iteration 16Q (10250.070000 sec): 3 clusters
  Score: Raw -448540.782630 + Penalty 9146.829357 = -439393.953273
  nChanged 17
		SP:Iteration 17Q (10250.080000 sec): 3 clusters
  Score: Raw -448573.183795 + Penalty 9146.829357 = -439426.354439
  nChanged 12
		SP:Iteration 18Q (10250.090000 sec): 3 clusters
  Score: Raw -448594.256999 + Penalty 9146.829357 = -439447.427642
  nChanged 11
		SP:Iteration 19Q (10250.110000 sec): 3 clusters
  Score: Raw -448617.777333 + Penalty 9146.829357 = -439470.947976
  nChanged 15
		SP:Iteration 20F (10250.120000 sec): 3 clusters
  Score: Raw -448640.859972 + Penalty 9146.829357 = -439494.030615
  nChanged 13
		SP:Iteration 21Q (10250.130000 sec): 3 clusters
  Score: Raw -448662.036399 + Penalty 9146.829357 = -439515.207042
  nChanged 12
		SP:Iteration 22Q (10250.140000 sec): 3 clusters
  Score: Raw -448685.571290 + Penalty 9146.829357 = -439538.741933
  nChanged 7
		SP:Iteration 23Q (10250.150000 sec): 3 clusters
  Score: Raw -448698.145487 + Penalty 9146.829357 = -439551.316130
  nChanged 7
		SP:Iteration 24Q (10250.170000 sec): 3 clusters
  Score: Raw -448713.999088 + Penalty 9146.829357 = -439567.169731
  nChanged 10
		SP:Iteration 25Q (10250.170000 sec): 3 clusters
  Score: Raw -448729.540350 + Penalty 9146.829357 = -439582.710993
  nChanged 3
		SP:Iteration 26Q (10250.190000 sec): 3 clusters
  Score: Raw -448733.944365 + Penalty 9146.829357 = -439587.115008
  nChanged 4
		SP:Iteration 27Q (10250.200000 sec): 3 clusters
  Score: Raw -448739.823951 + Penalty 9146.829357 = -439592.994594
  nChanged 3
		SP:Iteration 28Q (10250.210000 sec): 3 clusters
  Score: Raw -448745.798173 + Penalty 9146.829357 = -439598.968816
  nChanged 3
		SP:Iteration 29Q (10250.220000 sec): 3 clusters
  Score: Raw -448749.991677 + Penalty 9146.829357 = -439603.162320
  nChanged 5
		SP:Iteration 30Q (10250.230000 sec): 3 clusters
  Score: Raw -448763.052827 + Penalty 9146.829357 = -439616.223471
  nChanged 6
		SP:Iteration 31Q (10250.240000 sec): 3 clusters
  Score: Raw -448772.501818 + Penalty 9146.829357 = -439625.672461
  nChanged 3
		SP:Iteration 32Q (10250.250000 sec): 3 clusters
  Score: Raw -448778.492942 + Penalty 9146.829357 = -439631.663585
  nChanged 7
		SP:Iteration 33Q (10250.270000 sec): 3 clusters
  Score: Raw -448790.956720 + Penalty 9146.829357 = -439644.127363
  nChanged 2
		SP:Iteration 34Q (10250.280000 sec): 3 clusters
  Score: Raw -448797.480358 + Penalty 9146.829357 = -439650.651001
  nChanged 6
		SP:Iteration 35Q (10250.290000 sec): 3 clusters
  Score: Raw -448807.801347 + Penalty 9146.829357 = -439660.971990
  nChanged 2
		SP:Iteration 36Q (10250.300000 sec): 3 clusters
  Score: Raw -448811.222032 + Penalty 9146.829357 = -439664.392675
  nChanged 0
		SP:Iteration 37F (10250.310000 sec): 3 clusters
  Score: Raw -448811.222032 + Penalty 9146.829357 = -439664.392675
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 50 (1603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10250.330000 sec): 2 clusters
  Score: Raw -416479.422985 + Penalty 4520.024693 = -411959.398292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10250.340000 sec): 3 clusters
  Score: Raw -416451.792913 + Penalty 9040.049387 = -407411.743526
  nChanged 352
		SP:Iteration 1F (10250.350000 sec): 3 clusters
  Score: Raw -417103.812378 + Penalty 9040.049387 = -408063.762991
  nChanged 107
		SP:Iteration 2F (10250.370000 sec): 3 clusters
  Score: Raw -417506.274612 + Penalty 9040.049387 = -408466.225225
  nChanged 86
		SP:Iteration 3F (10250.370000 sec): 3 clusters
  Score: Raw -417961.203188 + Penalty 9040.049387 = -408921.153801
  nChanged 108
		SP:Iteration 4F (10250.390000 sec): 3 clusters
  Score: Raw -418717.035614 + Penalty 9040.049387 = -409676.986227
  nChanged 129
		SP:Iteration 5F (10250.400000 sec): 3 clusters
  Score: Raw -420007.154872 + Penalty 9040.049387 = -410967.105485
  nChanged 154
		SP:Iteration 6F (10250.410000 sec): 3 clusters
  Score: Raw -420791.366224 + Penalty 9040.049387 = -411751.316837
  nChanged 95
		SP:Iteration 7F (10250.420000 sec): 3 clusters
  Score: Raw -421236.269725 + Penalty 9040.049387 = -412196.220338
  nChanged 58
		SP:Iteration 8Q (10250.430000 sec): 3 clusters
  Score: Raw -421731.356902 + Penalty 9040.049387 = -412691.307516
  nChanged 43
		SP:Iteration 9Q (10250.440000 sec): 3 clusters
  Score: Raw -422987.901684 + Penalty 9040.049387 = -413947.852297
  nChanged 17
		SP:Iteration 10Q (10250.450000 sec): 3 clusters
  Score: Raw -423271.356787 + Penalty 9040.049387 = -414231.307400
  nChanged 4
		SP:Iteration 11Q (10250.460000 sec): 3 clusters
  Score: Raw -423293.976480 + Penalty 9040.049387 = -414253.927093
  nChanged 2
		SP:Iteration 12Q (10250.470000 sec): 3 clusters
  Score: Raw -423310.762534 + Penalty 9040.049387 = -414270.713147
  nChanged 0
		SP:Iteration 13F (10250.480000 sec): 3 clusters
  Score: Raw -423311.340558 + Penalty 9040.049387 = -414271.291171
  nChanged 1
		SP:Iteration 14Q (10250.490000 sec): 3 clusters
  Score: Raw -423316.762725 + Penalty 9040.049387 = -414276.713339
  nChanged 0
		SP:Iteration 15F (10250.500000 sec): 3 clusters
  Score: Raw -423316.762725 + Penalty 9040.049387 = -414276.713339
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Iteration 139Q (10288.580000 sec): 56 clusters
  Score: Raw -522475943.716752 + Penalty 488646.756571 = -521987296.960182
  nChanged 4339
Iteration 140F (10588.010000 sec): 56 clusters
  Score: Raw -522480406.347083 + Penalty 488646.756571 = -521991759.590512
  nChanged 4932
Iteration 141Q (10623.730000 sec): 56 clusters
  Score: Raw -522483501.190583 + Penalty 488646.756571 = -521994854.434013
  nChanged 3953
Iteration 142Q (10659.290000 sec): 56 clusters
  Score: Raw -522485185.693168 + Penalty 488646.756571 = -521996538.936597
  nChanged 3517
Iteration 143Q (10694.680000 sec): 56 clusters
  Score: Raw -522486207.522518 + Penalty 488646.756571 = -521997560.765947
  nChanged 3266
Iteration 144Q (10730.070000 sec): 56 clusters
  Score: Raw -522486957.488103 + Penalty 488646.756571 = -521998310.731533
  nChanged 2851
Iteration 145Q (10764.400000 sec): 56 clusters
  Score: Raw -522487473.263759 + Penalty 488646.756571 = -521998826.507188
  nChanged 2577
Iteration 146Q (10798.430000 sec): 56 clusters
  Score: Raw -522487891.230128 + Penalty 488646.756571 = -521999244.473558
  nChanged 2387
Iteration 147Q (10832.490000 sec): 56 clusters
  Score: Raw -522488242.118658 + Penalty 488646.756571 = -521999595.362087
  nChanged 2111
Iteration 148Q (10866.370000 sec): 56 clusters
  Score: Raw -522488523.001215 + Penalty 488646.756571 = -521999876.244644
  nChanged 1802
Iteration 149Q (10900.180000 sec): 56 clusters
  Score: Raw -522488761.453162 + Penalty 488646.756571 = -522000114.696592
  nChanged 1666
Iteration 150Q (10934.770000 sec): 56 clusters
  Score: Raw -522488968.725871 + Penalty 488646.756571 = -522000321.969300
  nChanged 1594
Iteration 151Q (10969.570000 sec): 56 clusters
  Score: Raw -522489163.606939 + Penalty 488646.756571 = -522000516.850368
  nChanged 1495
Iteration 152Q (11004.380000 sec): 56 clusters
  Score: Raw -522489337.582369 + Penalty 488646.756571 = -522000690.825798
  nChanged 1400
Iteration 153Q (11039.140000 sec): 56 clusters
  Score: Raw -522489499.273349 + Penalty 488646.756571 = -522000852.516778
  nChanged 1272
Iteration 154Q (11073.950000 sec): 56 clusters
  Score: Raw -522489668.860063 + Penalty 488646.756571 = -522001022.103493
  nChanged 1188
Iteration 155Q (11108.690000 sec): 56 clusters
  Score: Raw -522489818.754357 + Penalty 488646.756571 = -522001171.997786
  nChanged 1113
Iteration 156Q (11143.400000 sec): 56 clusters
  Score: Raw -522489964.390043 + Penalty 488646.756571 = -522001317.633472
  nChanged 1103
Iteration 157Q (11178.120000 sec): 56 clusters
  Score: Raw -522490109.486353 + Penalty 488646.756571 = -522001462.729783
  nChanged 1112
Iteration 158Q (11212.830000 sec): 56 clusters
  Score: Raw -522490240.500886 + Penalty 488646.756571 = -522001593.744316
  nChanged 1093
Iteration 159Q (11247.510000 sec): 56 clusters
  Score: Raw -522490381.329696 + Penalty 488646.756571 = -522001734.573125
  nChanged 1057
Iteration 160F (11544.920000 sec): 56 clusters
  Score: Raw -522490621.072161 + Penalty 488646.756571 = -522001974.315590
  nChanged 1066
Iteration 161Q (11579.020000 sec): 56 clusters
  Score: Raw -522491414.904509 + Penalty 488646.756571 = -522002768.147938
  nChanged 1089
Iteration 162Q (11613.080000 sec): 56 clusters
  Score: Raw -522491905.922290 + Penalty 488646.756571 = -522003259.165719
  nChanged 1084
Iteration 163Q (11647.270000 sec): 56 clusters
  Score: Raw -522492267.069485 + Penalty 488646.756571 = -522003620.312915
  nChanged 1016
Iteration 164Q (11681.400000 sec): 56 clusters
  Score: Raw -522492467.900672 + Penalty 488646.756571 = -522003821.144101
  nChanged 919
Iteration 165Q (11715.540000 sec): 56 clusters
  Score: Raw -522492573.024048 + Penalty 488646.756571 = -522003926.267478
  nChanged 858
Iteration 166Q (11749.640000 sec): 56 clusters
  Score: Raw -522492664.112530 + Penalty 488646.756571 = -522004017.355959
  nChanged 861
Iteration 167Q (11783.700000 sec): 56 clusters
  Score: Raw -522492744.800622 + Penalty 488646.756571 = -522004098.044051
  nChanged 854
Iteration 168Q (11817.990000 sec): 56 clusters
  Score: Raw -522492831.216739 + Penalty 488646.756571 = -522004184.460169
  nChanged 850
Iteration 169Q (11852.110000 sec): 56 clusters
  Score: Raw -522492916.559765 + Penalty 488646.756571 = -522004269.803194
  nChanged 770
Iteration 170Q (11886.160000 sec): 56 clusters
  Score: Raw -522492991.479804 + Penalty 488646.756571 = -522004344.723234
  nChanged 731
Iteration 171Q (11920.130000 sec): 56 clusters
  Score: Raw -522493050.356758 + Penalty 488646.756571 = -522004403.600187
  nChanged 644
Iteration 172Q (11954.280000 sec): 56 clusters
  Score: Raw -522493103.551667 + Penalty 488646.756571 = -522004456.795096
  nChanged 664
Iteration 173Q (11988.230000 sec): 56 clusters
  Score: Raw -522493155.220359 + Penalty 488646.756571 = -522004508.463788
  nChanged 622
Iteration 174Q (12023.210000 sec): 56 clusters
  Score: Raw -522493208.763040 + Penalty 488646.756571 = -522004562.006470
  nChanged 605
Iteration 175Q (12058.450000 sec): 56 clusters
  Score: Raw -522493262.386637 + Penalty 488646.756571 = -522004615.630066
  nChanged 615
Iteration 176Q (12093.620000 sec): 56 clusters
  Score: Raw -522493318.190418 + Penalty 488646.756571 = -522004671.433847
  nChanged 589
Iteration 177Q (12128.830000 sec): 56 clusters
  Score: Raw -522493364.426488 + Penalty 488646.756571 = -522004717.669917
  nChanged 555
Iteration 178Q (12164.050000 sec): 56 clusters
  Score: Raw -522493407.137559 + Penalty 488646.756571 = -522004760.380988
  nChanged 526
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522493407.137559 + Penalty 488646.756571 = -522004760.380988
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 1 (2006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12164.330000 sec): 2 clusters
  Score: Raw -501948.957682 + Penalty 4657.387506 = -497291.570176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12164.350000 sec): 3 clusters
  Score: Raw -501855.137779 + Penalty 9314.775011 = -492540.362767
  nChanged 522
		SP:Iteration 1F (12164.370000 sec): 3 clusters
  Score: Raw -502699.674135 + Penalty 9314.775011 = -493384.899124
  nChanged 155
		SP:Iteration 2F (12164.380000 sec): 3 clusters
  Score: Raw -503125.436087 + Penalty 9314.775011 = -493810.661075
  nChanged 136
		SP:Iteration 3F (12164.390000 sec): 3 clusters
  Score: Raw -503486.529112 + Penalty 9314.775011 = -494171.754100
  nChanged 128
		SP:Iteration 4F (12164.410000 sec): 3 clusters
  Score: Raw -504040.384649 + Penalty 9314.775011 = -494725.609638
  nChanged 132
		SP:Iteration 5F (12164.430000 sec): 3 clusters
  Score: Raw -504442.076172 + Penalty 9314.775011 = -495127.301160
  nChanged 93
		SP:Iteration 6Q (12164.440000 sec): 3 clusters
  Score: Raw -504685.579060 + Penalty 9314.775011 = -495370.804048
  nChanged 60
		SP:Iteration 7Q (12164.450000 sec): 3 clusters
  Score: Raw -504835.088654 + Penalty 9314.775011 = -495520.313643
  nChanged 31
		SP:Iteration 8Q (12164.460000 sec): 3 clusters
  Score: Raw -504906.018155 + Penalty 9314.775011 = -495591.243144
  nChanged 19
		SP:Iteration 9Q (12164.470000 sec): 3 clusters
  Score: Raw -504956.094603 + Penalty 9314.775011 = -495641.319591
  nChanged 18
		SP:Iteration 10Q (12164.490000 sec): 3 clusters
  Score: Raw -505018.929390 + Penalty 9314.775011 = -495704.154378
  nChanged 20
		SP:Iteration 11Q (12164.500000 sec): 3 clusters
  Score: Raw -505076.205237 + Penalty 9314.775011 = -495761.430226
  nChanged 13
		SP:Iteration 12Q (12164.510000 sec): 3 clusters
  Score: Raw -505129.399933 + Penalty 9314.775011 = -495814.624921
  nChanged 11
		SP:Iteration 13Q (12164.520000 sec): 3 clusters
  Score: Raw -505172.252970 + Penalty 9314.775011 = -495857.477958
  nChanged 12
		SP:Iteration 14Q (12164.530000 sec): 3 clusters
  Score: Raw -505204.396210 + Penalty 9314.775011 = -495889.621198
  nChanged 10
		SP:Iteration 15Q (12164.540000 sec): 3 clusters
  Score: Raw -505232.153788 + Penalty 9314.775011 = -495917.378777
  nChanged 7
		SP:Iteration 16Q (12164.550000 sec): 3 clusters
  Score: Raw -505264.010196 + Penalty 9314.775011 = -495949.235185
  nChanged 6
		SP:Iteration 17Q (12164.560000 sec): 3 clusters
  Score: Raw -505288.511681 + Penalty 9314.775011 = -495973.736670
  nChanged 6
		SP:Iteration 18Q (12164.570000 sec): 3 clusters
  Score: Raw -505311.946424 + Penalty 9314.775011 = -495997.171412
  nChanged 5
		SP:Iteration 19Q (12164.590000 sec): 3 clusters
  Score: Raw -505325.243391 + Penalty 9314.775011 = -496010.468379
  nChanged 4
		SP:Iteration 20F (12164.600000 sec): 3 clusters
  Score: Raw -505369.026765 + Penalty 9314.775011 = -496054.251754
  nChanged 7
		SP:Iteration 21Q (12164.610000 sec): 3 clusters
  Score: Raw -505414.253435 + Penalty 9314.775011 = -496099.478424
  nChanged 5
		SP:Iteration 22Q (12164.620000 sec): 3 clusters
  Score: Raw -505440.373712 + Penalty 9314.775011 = -496125.598700
  nChanged 8
		SP:Iteration 23Q (12164.630000 sec): 3 clusters
  Score: Raw -505471.601187 + Penalty 9314.775011 = -496156.826176
  nChanged 6
		SP:Iteration 24Q (12164.640000 sec): 3 clusters
  Score: Raw -505485.141688 + Penalty 9314.775011 = -496170.366677
  nChanged 4
		SP:Iteration 25Q (12164.650000 sec): 3 clusters
  Score: Raw -505513.596118 + Penalty 9314.775011 = -496198.821106
  nChanged 5
		SP:Iteration 26Q (12164.670000 sec): 3 clusters
  Score: Raw -505537.934109 + Penalty 9314.775011 = -496223.159097
  nChanged 1
		SP:Iteration 27Q (12164.670000 sec): 3 clusters
  Score: Raw -505540.391745 + Penalty 9314.775011 = -496225.616734
  nChanged 0
		SP:Iteration 28F (12164.690000 sec): 3 clusters
  Score: Raw -505540.391745 + Penalty 9314.775011 = -496225.616734
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 2 (9556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12164.760000 sec): 2 clusters
  Score: Raw -2510989.788373 + Penalty 5613.516261 = -2505376.272112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12164.830000 sec): 3 clusters
  Score: Raw -2506682.376403 + Penalty 11227.032523 = -2495455.343880
  nChanged 3400
		SP:Iteration 1F (12164.900000 sec): 3 clusters
  Score: Raw -2508637.766726 + Penalty 11227.032523 = -2497410.734203
  nChanged 723
		SP:Iteration 2F (12164.980000 sec): 3 clusters
  Score: Raw -2509098.797016 + Penalty 11227.032523 = -2497871.764493
  nChanged 488
		SP:Iteration 3F (12165.050000 sec): 3 clusters
  Score: Raw -2509392.327065 + Penalty 11227.032523 = -2498165.294542
  nChanged 348
		SP:Iteration 4Q (12165.120000 sec): 3 clusters
  Score: Raw -2509596.584889 + Penalty 11227.032523 = -2498369.552367
  nChanged 282
		SP:Iteration 5Q (12165.190000 sec): 3 clusters
  Score: Raw -2509754.936585 + Penalty 11227.032523 = -2498527.904062
  nChanged 235
		SP:Iteration 6Q (12165.270000 sec): 3 clusters
  Score: Raw -2509893.978848 + Penalty 11227.032523 = -2498666.946326
  nChanged 227
		SP:Iteration 7Q (12165.340000 sec): 3 clusters
  Score: Raw -2510017.221749 + Penalty 11227.032523 = -2498790.189227
  nChanged 201
		SP:Iteration 8Q (12165.410000 sec): 3 clusters
  Score: Raw -2510129.531443 + Penalty 11227.032523 = -2498902.498920
  nChanged 174
		SP:Iteration 9Q (12165.480000 sec): 3 clusters
  Score: Raw -2510235.667128 + Penalty 11227.032523 = -2499008.634605
  nChanged 200
		SP:Iteration 10Q (12165.550000 sec): 3 clusters
  Score: Raw -2510367.760371 + Penalty 11227.032523 = -2499140.727848
  nChanged 238
		SP:Iteration 11Q (12165.630000 sec): 3 clusters
  Score: Raw -2510527.650323 + Penalty 11227.032523 = -2499300.617800
  nChanged 265
		SP:Iteration 12Q (12165.700000 sec): 3 clusters
  Score: Raw -2510700.181144 + Penalty 11227.032523 = -2499473.148621
  nChanged 295
		SP:Iteration 13Q (12165.770000 sec): 3 clusters
  Score: Raw -2510922.643457 + Penalty 11227.032523 = -2499695.610934
  nChanged 290
		SP:Iteration 14Q (12165.840000 sec): 3 clusters
  Score: Raw -2511130.439496 + Penalty 11227.032523 = -2499903.406973
  nChanged 282
		SP:Iteration 15Q (12165.910000 sec): 3 clusters
  Score: Raw -2511329.606694 + Penalty 11227.032523 = -2500102.574171
  nChanged 242
		SP:Iteration 16Q (12165.990000 sec): 3 clusters
  Score: Raw -2511493.273390 + Penalty 11227.032523 = -2500266.240867
  nChanged 206
		SP:Iteration 17Q (12166.050000 sec): 3 clusters
  Score: Raw -2511622.415058 + Penalty 11227.032523 = -2500395.382535
  nChanged 174
		SP:Iteration 18Q (12166.130000 sec): 3 clusters
  Score: Raw -2511720.445560 + Penalty 11227.032523 = -2500493.413038
  nChanged 126
		SP:Iteration 19Q (12166.200000 sec): 3 clusters
  Score: Raw -2511792.817559 + Penalty 11227.032523 = -2500565.785036
  nChanged 120
		SP:Iteration 20F (12166.270000 sec): 3 clusters
  Score: Raw -2511857.329061 + Penalty 11227.032523 = -2500630.296538
  nChanged 107
		SP:Iteration 21Q (12166.340000 sec): 3 clusters
  Score: Raw -2511914.522012 + Penalty 11227.032523 = -2500687.489489
  nChanged 98
		SP:Iteration 22Q (12166.410000 sec): 3 clusters
  Score: Raw -2511956.638825 + Penalty 11227.032523 = -2500729.606302
  nChanged 65
		SP:Iteration 23Q (12166.480000 sec): 3 clusters
  Score: Raw -2511985.457306 + Penalty 11227.032523 = -2500758.424783
  nChanged 65
		SP:Iteration 24Q (12166.550000 sec): 3 clusters
  Score: Raw -2512014.043269 + Penalty 11227.032523 = -2500787.010746
  nChanged 56
		SP:Iteration 25Q (12166.620000 sec): 3 clusters
  Score: Raw -2512040.666462 + Penalty 11227.032523 = -2500813.633939
  nChanged 43
		SP:Iteration 26Q (12166.700000 sec): 3 clusters
  Score: Raw -2512062.119236 + Penalty 11227.032523 = -2500835.086713
  nChanged 36
		SP:Iteration 27Q (12166.760000 sec): 3 clusters
  Score: Raw -2512076.692586 + Penalty 11227.032523 = -2500849.660064
  nChanged 20
		SP:Iteration 28Q (12166.840000 sec): 3 clusters
  Score: Raw -2512084.781561 + Penalty 11227.032523 = -2500857.749038
  nChanged 27
		SP:Iteration 29Q (12166.900000 sec): 3 clusters
  Score: Raw -2512095.385334 + Penalty 11227.032523 = -2500868.352811
  nChanged 17
		SP:Iteration 30Q (12166.980000 sec): 3 clusters
  Score: Raw -2512101.829084 + Penalty 11227.032523 = -2500874.796562
  nChanged 15
		SP:Iteration 31Q (12167.040000 sec): 3 clusters
  Score: Raw -2512106.693907 + Penalty 11227.032523 = -2500879.661384
  nChanged 12
		SP:Iteration 32Q (12167.120000 sec): 3 clusters
  Score: Raw -2512110.657879 + Penalty 11227.032523 = -2500883.625356
  nChanged 5
		SP:Iteration 33Q (12167.180000 sec): 3 clusters
  Score: Raw -2512111.826978 + Penalty 11227.032523 = -2500884.794455
  nChanged 5
		SP:Iteration 34Q (12167.260000 sec): 3 clusters
  Score: Raw -2512113.546837 + Penalty 11227.032523 = -2500886.514314
  nChanged 5
		SP:Iteration 35Q (12167.320000 sec): 3 clusters
  Score: Raw -2512115.174186 + Penalty 11227.032523 = -2500888.141664
  nChanged 10
		SP:Iteration 36Q (12167.400000 sec): 3 clusters
  Score: Raw -2512119.188883 + Penalty 11227.032523 = -2500892.156360
  nChanged 7
		SP:Iteration 37Q (12167.460000 sec): 3 clusters
  Score: Raw -2512121.141314 + Penalty 11227.032523 = -2500894.108791
  nChanged 2
		SP:Iteration 38Q (12167.530000 sec): 3 clusters
  Score: Raw -2512121.667025 + Penalty 11227.032523 = -2500894.634502
  nChanged 1
		SP:Iteration 39Q (12167.600000 sec): 3 clusters
  Score: Raw -2512121.826315 + Penalty 11227.032523 = -2500894.793793
  nChanged 1
		SP:Iteration 40F (12167.680000 sec): 3 clusters
  Score: Raw -2512122.305774 + Penalty 11227.032523 = -2500895.273251
  nChanged 4
		SP:Iteration 41Q (12167.740000 sec): 3 clusters
  Score: Raw -2512124.075948 + Penalty 11227.032523 = -2500897.043425
  nChanged 7
		SP:Iteration 42Q (12167.820000 sec): 3 clusters
  Score: Raw -2512126.091722 + Penalty 11227.032523 = -2500899.059199
  nChanged 4
		SP:Iteration 43Q (12167.880000 sec): 3 clusters
  Score: Raw -2512127.487341 + Penalty 11227.032523 = -2500900.454818
  nChanged 3
		SP:Iteration 44Q (12167.960000 sec): 3 clusters
  Score: Raw -2512128.562580 + Penalty 11227.032523 = -2500901.530057
  nChanged 2
		SP:Iteration 45Q (12168.020000 sec): 3 clusters
  Score: Raw -2512128.958056 + Penalty 11227.032523 = -2500901.925533
  nChanged 2
		SP:Iteration 46Q (12168.100000 sec): 3 clusters
  Score: Raw -2512129.705025 + Penalty 11227.032523 = -2500902.672502
  nChanged 4
		SP:Iteration 47Q (12168.160000 sec): 3 clusters
  Score: Raw -2512131.141759 + Penalty 11227.032523 = -2500904.109236
  nChanged 3
		SP:Iteration 48Q (12168.230000 sec): 3 clusters
  Score: Raw -2512131.841270 + Penalty 11227.032523 = -2500904.808747
  nChanged 3
		SP:Iteration 49Q (12168.300000 sec): 3 clusters
  Score: Raw -2512132.696558 + Penalty 11227.032523 = -2500905.664035
  nChanged 1
		SP:Iteration 50Q (12168.370000 sec): 3 clusters
  Score: Raw -2512132.987515 + Penalty 11227.032523 = -2500905.954992
  nChanged 1
		SP:Iteration 51Q (12168.440000 sec): 3 clusters
  Score: Raw -2512133.157594 + Penalty 11227.032523 = -2500906.125071
  nChanged 0
		SP:Iteration 52F (12168.520000 sec): 3 clusters
  Score: Raw -2512133.157594 + Penalty 11227.032523 = -2500906.125071
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 3 (9537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12168.580000 sec): 2 clusters
  Score: Raw -2414453.696377 + Penalty 5612.297228 = -2408841.399149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12168.660000 sec): 3 clusters
  Score: Raw -2410337.038873 + Penalty 11224.594456 = -2399112.444417
  nChanged 3518
		SP:Iteration 1F (12168.730000 sec): 3 clusters
  Score: Raw -2412843.835666 + Penalty 11224.594456 = -2401619.241211
  nChanged 850
		SP:Iteration 2F (12168.800000 sec): 3 clusters
  Score: Raw -2413635.368021 + Penalty 11224.594456 = -2402410.773565
  nChanged 648
		SP:Iteration 3F (12168.870000 sec): 3 clusters
  Score: Raw -2414388.584958 + Penalty 11224.594456 = -2403163.990502
  nChanged 620
		SP:Iteration 4F (12168.940000 sec): 3 clusters
  Score: Raw -2415096.572640 + Penalty 11224.594456 = -2403871.978184
  nChanged 551
		SP:Iteration 5F (12169.010000 sec): 3 clusters
  Score: Raw -2415643.836517 + Penalty 11224.594456 = -2404419.242061
  nChanged 464
		SP:Iteration 6Q (12169.080000 sec): 3 clusters
  Score: Raw -2416099.769223 + Penalty 11224.594456 = -2404875.174767
  nChanged 434
		SP:Iteration 7Q (12169.150000 sec): 3 clusters
  Score: Raw -2416514.440786 + Penalty 11224.594456 = -2405289.846331
  nChanged 350
		SP:Iteration 8Q (12169.220000 sec): 3 clusters
  Score: Raw -2416908.436000 + Penalty 11224.594456 = -2405683.841545
  nChanged 310
		SP:Iteration 9Q (12169.290000 sec): 3 clusters
  Score: Raw -2417267.851820 + Penalty 11224.594456 = -2406043.257365
  nChanged 265
		SP:Iteration 10Q (12169.350000 sec): 3 clusters
  Score: Raw -2417601.705624 + Penalty 11224.594456 = -2406377.111168
  nChanged 266
		SP:Iteration 11Q (12169.420000 sec): 3 clusters
  Score: Raw -2417925.039394 + Penalty 11224.594456 = -2406700.444939
  nChanged 210
		SP:Iteration 12Q (12169.480000 sec): 3 clusters
  Score: Raw -2418108.322389 + Penalty 11224.594456 = -2406883.727933
  nChanged 172
		SP:Iteration 13Q (12169.550000 sec): 3 clusters
  Score: Raw -2418259.725026 + Penalty 11224.594456 = -2407035.130570
  nChanged 143
		SP:Iteration 14Q (12169.610000 sec): 3 clusters
  Score: Raw -2418354.203343 + Penalty 11224.594456 = -2407129.608887
  nChanged 108
		SP:Iteration 15Q (12169.670000 sec): 3 clusters
  Score: Raw -2418414.023843 + Penalty 11224.594456 = -2407189.429387
  nChanged 62
		SP:Iteration 16Q (12169.730000 sec): 3 clusters
  Score: Raw -2418446.048733 + Penalty 11224.594456 = -2407221.454278
  nChanged 45
		SP:Iteration 17Q (12169.790000 sec): 3 clusters
  Score: Raw -2418478.378786 + Penalty 11224.594456 = -2407253.784331
  nChanged 43
		SP:Iteration 18Q (12169.860000 sec): 3 clusters
  Score: Raw -2418499.183387 + Penalty 11224.594456 = -2407274.588931
  nChanged 32
		SP:Iteration 19Q (12169.920000 sec): 3 clusters
  Score: Raw -2418513.000026 + Penalty 11224.594456 = -2407288.405570
  nChanged 23
		SP:Iteration 20F (12169.990000 sec): 3 clusters
  Score: Raw -2418522.595436 + Penalty 11224.594456 = -2407298.000980
  nChanged 17
		SP:Iteration 21Q (12170.050000 sec): 3 clusters
  Score: Raw -2418531.008894 + Penalty 11224.594456 = -2407306.414438
  nChanged 20
		SP:Iteration 22Q (12170.110000 sec): 3 clusters
  Score: Raw -2418541.510171 + Penalty 11224.594456 = -2407316.915715
  nChanged 15
		SP:Iteration 23Q (12170.170000 sec): 3 clusters
  Score: Raw -2418547.894957 + Penalty 11224.594456 = -2407323.300501
  nChanged 7
		SP:Iteration 24Q (12170.230000 sec): 3 clusters
  Score: Raw -2418550.640783 + Penalty 11224.594456 = -2407326.046327
  nChanged 9
		SP:Iteration 25Q (12170.300000 sec): 3 clusters
  Score: Raw -2418554.723805 + Penalty 11224.594456 = -2407330.129349
  nChanged 6
		SP:Iteration 26Q (12170.360000 sec): 3 clusters
  Score: Raw -2418556.817413 + Penalty 11224.594456 = -2407332.222957
  nChanged 2
		SP:Iteration 27Q (12170.420000 sec): 3 clusters
  Score: Raw -2418559.465638 + Penalty 11224.594456 = -2407334.871182
  nChanged 7
		SP:Iteration 28Q (12170.480000 sec): 3 clusters
  Score: Raw -2418564.438393 + Penalty 11224.594456 = -2407339.843937
  nChanged 4
		SP:Iteration 29Q (12170.550000 sec): 3 clusters
  Score: Raw -2418565.731643 + Penalty 11224.594456 = -2407341.137187
  nChanged 2
		SP:Iteration 30Q (12170.610000 sec): 3 clusters
  Score: Raw -2418566.124904 + Penalty 11224.594456 = -2407341.530448
  nChanged 3
		SP:Iteration 31Q (12170.670000 sec): 3 clusters
  Score: Raw -2418567.804865 + Penalty 11224.594456 = -2407343.210409
  nChanged 3
		SP:Iteration 32Q (12170.730000 sec): 3 clusters
  Score: Raw -2418568.771973 + Penalty 11224.594456 = -2407344.177517
  nChanged 3
		SP:Iteration 33Q (12170.790000 sec): 3 clusters
  Score: Raw -2418569.556662 + Penalty 11224.594456 = -2407344.962207
  nChanged 1
		SP:Iteration 34Q (12170.850000 sec): 3 clusters
  Score: Raw -2418569.884405 + Penalty 11224.594456 = -2407345.289950
  nChanged 3
		SP:Iteration 35Q (12170.910000 sec): 3 clusters
  Score: Raw -2418571.084056 + Penalty 11224.594456 = -2407346.489600
  nChanged 1
		SP:Iteration 36Q (12170.970000 sec): 3 clusters
  Score: Raw -2418571.347288 + Penalty 11224.594456 = -2407346.752832
  nChanged 3
		SP:Iteration 37Q (12171.030000 sec): 3 clusters
  Score: Raw -2418572.111292 + Penalty 11224.594456 = -2407347.516837
  nChanged 1
		SP:Iteration 38Q (12171.090000 sec): 3 clusters
  Score: Raw -2418572.550764 + Penalty 11224.594456 = -2407347.956308
  nChanged 2
		SP:Iteration 39Q (12171.150000 sec): 3 clusters
  Score: Raw -2418573.111036 + Penalty 11224.594456 = -2407348.516580
  nChanged 3
		SP:Iteration 40F (12171.220000 sec): 3 clusters
  Score: Raw -2418574.422367 + Penalty 11224.594456 = -2407349.827911
  nChanged 2
		SP:Iteration 41Q (12171.280000 sec): 3 clusters
  Score: Raw -2418574.899053 + Penalty 11224.594456 = -2407350.304598
  nChanged 4
		SP:Iteration 42Q (12171.340000 sec): 3 clusters
  Score: Raw -2418576.071550 + Penalty 11224.594456 = -2407351.477094
  nChanged 0
		SP:Iteration 43F (12171.410000 sec): 3 clusters
  Score: Raw -2418576.071550 + Penalty 11224.594456 = -2407351.477094
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 4 (87128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12171.980000 sec): 2 clusters
  Score: Raw -23148289.269818 + Penalty 6967.269318 = -23141322.000500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12172.650000 sec): 3 clusters
  Score: Raw -23095357.536567 + Penalty 13934.538636 = -23081422.997930
  nChanged 39791
		SP:Iteration 1F (12173.320000 sec): 3 clusters
  Score: Raw -23117105.432299 + Penalty 13934.538636 = -23103170.893663
  nChanged 3731
		SP:Iteration 2Q (12173.990000 sec): 3 clusters
  Score: Raw -23118256.682490 + Penalty 13934.538636 = -23104322.143854
  nChanged 3482
		SP:Iteration 3Q (12174.660000 sec): 3 clusters
  Score: Raw -23119385.493368 + Penalty 13934.538636 = -23105450.954732
  nChanged 3503
		SP:Iteration 4Q (12175.330000 sec): 3 clusters
  Score: Raw -23120691.636859 + Penalty 13934.538636 = -23106757.098222
  nChanged 3834
		SP:Iteration 5Q (12176.000000 sec): 3 clusters
  Score: Raw -23122374.716729 + Penalty 13934.538636 = -23108440.178093
  nChanged 4371
		SP:Iteration 6F (12176.660000 sec): 3 clusters
  Score: Raw -23124715.782622 + Penalty 13934.538636 = -23110781.243985
  nChanged 5458
		SP:Iteration 7F (12177.330000 sec): 3 clusters
  Score: Raw -23128380.672102 + Penalty 13934.538636 = -23114446.133465
  nChanged 6305
		SP:Iteration 8F (12177.990000 sec): 3 clusters
  Score: Raw -23133473.812151 + Penalty 13934.538636 = -23119539.273514
  nChanged 6440
		SP:Iteration 9F (12178.660000 sec): 3 clusters
  Score: Raw -23139318.214436 + Penalty 13934.538636 = -23125383.675799
  nChanged 5007
		SP:Iteration 10F (12179.320000 sec): 3 clusters
  Score: Raw -23144061.325837 + Penalty 13934.538636 = -23130126.787200
  nChanged 2934
		SP:Iteration 11Q (12179.950000 sec): 3 clusters
  Score: Raw -23146829.141463 + Penalty 13934.538636 = -23132894.602827
  nChanged 1340
		SP:Iteration 12Q (12180.520000 sec): 3 clusters
  Score: Raw -23148099.108525 + Penalty 13934.538636 = -23134164.569888
  nChanged 545
		SP:Iteration 13Q (12181.040000 sec): 3 clusters
  Score: Raw -23148640.316323 + Penalty 13934.538636 = -23134705.777687
  nChanged 225
		SP:Iteration 14Q (12181.550000 sec): 3 clusters
  Score: Raw -23148867.168862 + Penalty 13934.538636 = -23134932.630225
  nChanged 102
		SP:Iteration 15Q (12182.020000 sec): 3 clusters
  Score: Raw -23148986.148110 + Penalty 13934.538636 = -23135051.609473
  nChanged 68
		SP:Iteration 16Q (12182.500000 sec): 3 clusters
  Score: Raw -23149065.114726 + Penalty 13934.538636 = -23135130.576090
  nChanged 54
		SP:Iteration 17Q (12182.980000 sec): 3 clusters
  Score: Raw -23149126.818898 + Penalty 13934.538636 = -23135192.280262
  nChanged 31
		SP:Iteration 18Q (12183.450000 sec): 3 clusters
  Score: Raw -23149162.528370 + Penalty 13934.538636 = -23135227.989733
  nChanged 14
		SP:Iteration 19Q (12183.920000 sec): 3 clusters
  Score: Raw -23149180.908835 + Penalty 13934.538636 = -23135246.370199
  nChanged 18
		SP:Iteration 20F (12184.590000 sec): 3 clusters
  Score: Raw -23149202.499320 + Penalty 13934.538636 = -23135267.960683
  nChanged 10
		SP:Iteration 21Q (12185.070000 sec): 3 clusters
  Score: Raw -23149213.568473 + Penalty 13934.538636 = -23135279.029837
  nChanged 4
		SP:Iteration 22Q (12185.540000 sec): 3 clusters
  Score: Raw -23149216.075444 + Penalty 13934.538636 = -23135281.536808
  nChanged 1
		SP:Iteration 23Q (12186.000000 sec): 3 clusters
  Score: Raw -23149217.388245 + Penalty 13934.538636 = -23135282.849608
  nChanged 2
		SP:Iteration 24Q (12186.470000 sec): 3 clusters
  Score: Raw -23149220.480441 + Penalty 13934.538636 = -23135285.941805
  nChanged 2
		SP:Iteration 25Q (12186.940000 sec): 3 clusters
  Score: Raw -23149222.436479 + Penalty 13934.538636 = -23135287.897843
  nChanged 0
		SP:Iteration 26F (12187.600000 sec): 3 clusters
  Score: Raw -23149222.436479 + Penalty 13934.538636 = -23135287.897843
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 5 (10972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12187.720000 sec): 2 clusters
  Score: Raw -2867731.856519 + Penalty 5698.149884 = -2862033.706634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12187.800000 sec): 3 clusters
  Score: Raw -2862551.973712 + Penalty 11396.299769 = -2851155.673943
  nChanged 4112
		SP:Iteration 1F (12187.880000 sec): 3 clusters
  Score: Raw -2864865.449694 + Penalty 11396.299769 = -2853469.149925
  nChanged 793
		SP:Iteration 2F (12187.970000 sec): 3 clusters
  Score: Raw -2865335.746219 + Penalty 11396.299769 = -2853939.446450
  nChanged 534
		SP:Iteration 3Q (12188.050000 sec): 3 clusters
  Score: Raw -2865612.331289 + Penalty 11396.299769 = -2854216.031520
  nChanged 371
		SP:Iteration 4Q (12188.130000 sec): 3 clusters
  Score: Raw -2865800.974396 + Penalty 11396.299769 = -2854404.674627
  nChanged 277
		SP:Iteration 5Q (12188.220000 sec): 3 clusters
  Score: Raw -2865942.605825 + Penalty 11396.299769 = -2854546.306056
  nChanged 276
		SP:Iteration 6Q (12188.300000 sec): 3 clusters
  Score: Raw -2866085.532276 + Penalty 11396.299769 = -2854689.232508
  nChanged 242
		SP:Iteration 7Q (12188.380000 sec): 3 clusters
  Score: Raw -2866211.454575 + Penalty 11396.299769 = -2854815.154806
  nChanged 237
		SP:Iteration 8Q (12188.460000 sec): 3 clusters
  Score: Raw -2866327.890674 + Penalty 11396.299769 = -2854931.590905
  nChanged 246
		SP:Iteration 9Q (12188.550000 sec): 3 clusters
  Score: Raw -2866457.077522 + Penalty 11396.299769 = -2855060.777753
  nChanged 225
		SP:Iteration 10Q (12188.630000 sec): 3 clusters
  Score: Raw -2866566.868646 + Penalty 11396.299769 = -2855170.568878
  nChanged 212
		SP:Iteration 11Q (12188.710000 sec): 3 clusters
  Score: Raw -2866668.615224 + Penalty 11396.299769 = -2855272.315455
  nChanged 197
		SP:Iteration 12Q (12188.800000 sec): 3 clusters
  Score: Raw -2866764.631583 + Penalty 11396.299769 = -2855368.331814
  nChanged 210
		SP:Iteration 13Q (12188.880000 sec): 3 clusters
  Score: Raw -2866872.699947 + Penalty 11396.299769 = -2855476.400178
  nChanged 217
		SP:Iteration 14Q (12188.960000 sec): 3 clusters
  Score: Raw -2866983.013242 + Penalty 11396.299769 = -2855586.713474
  nChanged 222
		SP:Iteration 15Q (12189.040000 sec): 3 clusters
  Score: Raw -2867115.705535 + Penalty 11396.299769 = -2855719.405766
  nChanged 264
		SP:Iteration 16Q (12189.120000 sec): 3 clusters
  Score: Raw -2867275.290394 + Penalty 11396.299769 = -2855878.990625
  nChanged 261
		SP:Iteration 17Q (12189.200000 sec): 3 clusters
  Score: Raw -2867459.243261 + Penalty 11396.299769 = -2856062.943492
  nChanged 289
		SP:Iteration 18Q (12189.280000 sec): 3 clusters
  Score: Raw -2867644.573973 + Penalty 11396.299769 = -2856248.274204
  nChanged 264
		SP:Iteration 19Q (12189.360000 sec): 3 clusters
  Score: Raw -2867803.649610 + Penalty 11396.299769 = -2856407.349841
  nChanged 213
		SP:Iteration 20F (12189.440000 sec): 3 clusters
  Score: Raw -2867923.064880 + Penalty 11396.299769 = -2856526.765111
  nChanged 183
		SP:Iteration 21Q (12189.530000 sec): 3 clusters
  Score: Raw -2868028.981011 + Penalty 11396.299769 = -2856632.681242
  nChanged 168
		SP:Iteration 22Q (12189.610000 sec): 3 clusters
  Score: Raw -2868128.679985 + Penalty 11396.299769 = -2856732.380217
  nChanged 181
		SP:Iteration 23Q (12189.690000 sec): 3 clusters
  Score: Raw -2868233.695588 + Penalty 11396.299769 = -2856837.395819
  nChanged 176
		SP:Iteration 24Q (12189.770000 sec): 3 clusters
  Score: Raw -2868332.729734 + Penalty 11396.299769 = -2856936.429965
  nChanged 159
		SP:Iteration 25Q (12189.850000 sec): 3 clusters
  Score: Raw -2868435.271729 + Penalty 11396.299769 = -2857038.971960
  nChanged 143
		SP:Iteration 26Q (12189.930000 sec): 3 clusters
  Score: Raw -2868517.749558 + Penalty 11396.299769 = -2857121.449790
  nChanged 134
		SP:Iteration 27Q (12190.020000 sec): 3 clusters
  Score: Raw -2868594.125700 + Penalty 11396.299769 = -2857197.825931
  nChanged 117
		SP:Iteration 28Q (12190.100000 sec): 3 clusters
  Score: Raw -2868652.375149 + Penalty 11396.299769 = -2857256.075380
  nChanged 90
		SP:Iteration 29Q (12190.180000 sec): 3 clusters
  Score: Raw -2868695.839353 + Penalty 11396.299769 = -2857299.539584
  nChanged 72
		SP:Iteration 30Q (12190.260000 sec): 3 clusters
  Score: Raw -2868737.069027 + Penalty 11396.299769 = -2857340.769258
  nChanged 88
		SP:Iteration 31Q (12190.340000 sec): 3 clusters
  Score: Raw -2868782.561785 + Penalty 11396.299769 = -2857386.262016
  nChanged 67
		SP:Iteration 32Q (12190.420000 sec): 3 clusters
  Score: Raw -2868818.076873 + Penalty 11396.299769 = -2857421.777104
  nChanged 60
		SP:Iteration 33Q (12190.500000 sec): 3 clusters
  Score: Raw -2868843.340290 + Penalty 11396.299769 = -2857447.040522
  nChanged 50
		SP:Iteration 34Q (12190.580000 sec): 3 clusters
  Score: Raw -2868863.592974 + Penalty 11396.299769 = -2857467.293205
  nChanged 44
		SP:Iteration 35Q (12190.660000 sec): 3 clusters
  Score: Raw -2868882.537828 + Penalty 11396.299769 = -2857486.238059
  nChanged 45
		SP:Iteration 36Q (12190.740000 sec): 3 clusters
  Score: Raw -2868900.175888 + Penalty 11396.299769 = -2857503.876119
  nChanged 37
		SP:Iteration 37Q (12190.810000 sec): 3 clusters
  Score: Raw -2868917.272827 + Penalty 11396.299769 = -2857520.973058
  nChanged 31
		SP:Iteration 38Q (12190.890000 sec): 3 clusters
  Score: Raw -2868931.835003 + Penalty 11396.299769 = -2857535.535234
  nChanged 28
		SP:Iteration 39Q (12190.970000 sec): 3 clusters
  Score: Raw -2868943.621994 + Penalty 11396.299769 = -2857547.322226
  nChanged 31
		SP:Iteration 40F (12191.050000 sec): 3 clusters
  Score: Raw -2868956.950564 + Penalty 11396.299769 = -2857560.650795
  nChanged 35
		SP:Iteration 41Q (12191.130000 sec): 3 clusters
  Score: Raw -2868972.035472 + Penalty 11396.299769 = -2857575.735703
  nChanged 22
		SP:Iteration 42Q (12191.210000 sec): 3 clusters
  Score: Raw -2868983.785598 + Penalty 11396.299769 = -2857587.485829
  nChanged 33
		SP:Iteration 43Q (12191.290000 sec): 3 clusters
  Score: Raw -2868998.527132 + Penalty 11396.299769 = -2857602.227364
  nChanged 32
		SP:Iteration 44Q (12191.370000 sec): 3 clusters
  Score: Raw -2869015.626351 + Penalty 11396.299769 = -2857619.326583
  nChanged 41
		SP:Iteration 45Q (12191.450000 sec): 3 clusters
  Score: Raw -2869033.324121 + Penalty 11396.299769 = -2857637.024352
  nChanged 38
		SP:Iteration 46Q (12191.530000 sec): 3 clusters
  Score: Raw -2869048.167519 + Penalty 11396.299769 = -2857651.867750
  nChanged 31
		SP:Iteration 47Q (12191.610000 sec): 3 clusters
  Score: Raw -2869060.321408 + Penalty 11396.299769 = -2857664.021639
  nChanged 27
		SP:Iteration 48Q (12191.690000 sec): 3 clusters
  Score: Raw -2869071.652635 + Penalty 11396.299769 = -2857675.352866
  nChanged 22
		SP:Iteration 49Q (12191.770000 sec): 3 clusters
  Score: Raw -2869081.186772 + Penalty 11396.299769 = -2857684.887003
  nChanged 32
		SP:Iteration 50Q (12191.840000 sec): 3 clusters
  Score: Raw -2869092.645078 + Penalty 11396.299769 = -2857696.345309
  nChanged 16
		SP:Iteration 51Q (12191.920000 sec): 3 clusters
  Score: Raw -2869099.443887 + Penalty 11396.299769 = -2857703.144118
  nChanged 8
		SP:Iteration 52Q (12192.000000 sec): 3 clusters
  Score: Raw -2869102.363306 + Penalty 11396.299769 = -2857706.063537
  nChanged 10
		SP:Iteration 53Q (12192.080000 sec): 3 clusters
  Score: Raw -2869106.294812 + Penalty 11396.299769 = -2857709.995043
  nChanged 9
		SP:Iteration 54Q (12192.160000 sec): 3 clusters
  Score: Raw -2869109.113652 + Penalty 11396.299769 = -2857712.813883
  nChanged 7
		SP:Iteration 55Q (12192.240000 sec): 3 clusters
  Score: Raw -2869111.899909 + Penalty 11396.299769 = -2857715.600140
  nChanged 11
		SP:Iteration 56Q (12192.320000 sec): 3 clusters
  Score: Raw -2869115.948115 + Penalty 11396.299769 = -2857719.648346
  nChanged 10
		SP:Iteration 57Q (12192.400000 sec): 3 clusters
  Score: Raw -2869119.729011 + Penalty 11396.299769 = -2857723.429242
  nChanged 8
		SP:Iteration 58Q (12192.480000 sec): 3 clusters
  Score: Raw -2869122.627054 + Penalty 11396.299769 = -2857726.327285
  nChanged 9
		SP:Iteration 59Q (12192.550000 sec): 3 clusters
  Score: Raw -2869125.982441 + Penalty 11396.299769 = -2857729.682673
  nChanged 8
		SP:Iteration 60F (12192.640000 sec): 3 clusters
  Score: Raw -2869129.674214 + Penalty 11396.299769 = -2857733.374445
  nChanged 6
		SP:Iteration 61Q (12192.710000 sec): 3 clusters
  Score: Raw -2869132.019355 + Penalty 11396.299769 = -2857735.719586
  nChanged 8
		SP:Iteration 62Q (12192.790000 sec): 3 clusters
  Score: Raw -2869135.220025 + Penalty 11396.299769 = -2857738.920256
  nChanged 3
		SP:Iteration 63Q (12192.870000 sec): 3 clusters
  Score: Raw -2869136.147766 + Penalty 11396.299769 = -2857739.847997
  nChanged 4
		SP:Iteration 64Q (12192.950000 sec): 3 clusters
  Score: Raw -2869137.439449 + Penalty 11396.299769 = -2857741.139680
  nChanged 6
		SP:Iteration 65Q (12193.030000 sec): 3 clusters
  Score: Raw -2869139.221909 + Penalty 11396.299769 = -2857742.922141
  nChanged 2
		SP:Iteration 66Q (12193.100000 sec): 3 clusters
  Score: Raw -2869139.753546 + Penalty 11396.299769 = -2857743.453778
  nChanged 2
		SP:Iteration 67Q (12193.180000 sec): 3 clusters
  Score: Raw -2869140.235461 + Penalty 11396.299769 = -2857743.935692
  nChanged 2
		SP:Iteration 68Q (12193.260000 sec): 3 clusters
  Score: Raw -2869140.756822 + Penalty 11396.299769 = -2857744.457053
  nChanged 0
		SP:Iteration 69F (12193.340000 sec): 3 clusters
  Score: Raw -2869140.756822 + Penalty 11396.299769 = -2857744.457053
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 6 (35409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12193.580000 sec): 2 clusters
  Score: Raw -9446540.687758 + Penalty 6415.766799 = -9440124.920959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12193.850000 sec): 3 clusters
  Score: Raw -9426625.732054 + Penalty 12831.533598 = -9413794.198457
  nChanged 15212
		SP:Iteration 1F (12194.120000 sec): 3 clusters
  Score: Raw -9434718.839924 + Penalty 12831.533598 = -9421887.306326
  nChanged 2002
		SP:Iteration 2F (12194.380000 sec): 3 clusters
  Score: Raw -9435501.343019 + Penalty 12831.533598 = -9422669.809422
  nChanged 1613
		SP:Iteration 3Q (12194.650000 sec): 3 clusters
  Score: Raw -9436090.901258 + Penalty 12831.533598 = -9423259.367661
  nChanged 1350
		SP:Iteration 4Q (12194.920000 sec): 3 clusters
  Score: Raw -9436580.922866 + Penalty 12831.533598 = -9423749.389268
  nChanged 1303
		SP:Iteration 5Q (12195.190000 sec): 3 clusters
  Score: Raw -9437085.702634 + Penalty 12831.533598 = -9424254.169037
  nChanged 1327
		SP:Iteration 6Q (12195.460000 sec): 3 clusters
  Score: Raw -9437638.940426 + Penalty 12831.533598 = -9424807.406828
  nChanged 1406
		SP:Iteration 7Q (12195.730000 sec): 3 clusters
  Score: Raw -9438299.970427 + Penalty 12831.533598 = -9425468.436829
  nChanged 1543
		SP:Iteration 8Q (12196.000000 sec): 3 clusters
  Score: Raw -9439146.203940 + Penalty 12831.533598 = -9426314.670343
  nChanged 1741
		SP:Iteration 9Q (12196.290000 sec): 3 clusters
  Score: Raw -9440255.708835 + Penalty 12831.533598 = -9427424.175238
  nChanged 1895
		SP:Iteration 10F (12196.550000 sec): 3 clusters
  Score: Raw -9441584.651783 + Penalty 12831.533598 = -9428753.118186
  nChanged 1847
		SP:Iteration 11F (12196.820000 sec): 3 clusters
  Score: Raw -9443044.118215 + Penalty 12831.533598 = -9430212.584618
  nChanged 1647
		SP:Iteration 12Q (12197.080000 sec): 3 clusters
  Score: Raw -9444388.780332 + Penalty 12831.533598 = -9431557.246734
  nChanged 1212
		SP:Iteration 13Q (12197.340000 sec): 3 clusters
  Score: Raw -9445375.149794 + Penalty 12831.533598 = -9432543.616197
  nChanged 823
		SP:Iteration 14Q (12197.590000 sec): 3 clusters
  Score: Raw -9446063.892350 + Penalty 12831.533598 = -9433232.358752
  nChanged 529
		SP:Iteration 15Q (12197.840000 sec): 3 clusters
  Score: Raw -9446518.239054 + Penalty 12831.533598 = -9433686.705457
  nChanged 331
		SP:Iteration 16Q (12198.070000 sec): 3 clusters
  Score: Raw -9446810.805809 + Penalty 12831.533598 = -9433979.272212
  nChanged 213
		SP:Iteration 17Q (12198.290000 sec): 3 clusters
  Score: Raw -9446995.326595 + Penalty 12831.533598 = -9434163.792997
  nChanged 135
		SP:Iteration 18Q (12198.510000 sec): 3 clusters
  Score: Raw -9447121.966355 + Penalty 12831.533598 = -9434290.432757
  nChanged 91
		SP:Iteration 19Q (12198.720000 sec): 3 clusters
  Score: Raw -9447211.170589 + Penalty 12831.533598 = -9434379.636991
  nChanged 53
		SP:Iteration 20F (12198.990000 sec): 3 clusters
  Score: Raw -9447257.054717 + Penalty 12831.533598 = -9434425.521120
  nChanged 37
		SP:Iteration 21Q (12199.190000 sec): 3 clusters
  Score: Raw -9447293.122073 + Penalty 12831.533598 = -9434461.588475
  nChanged 28
		SP:Iteration 22Q (12199.400000 sec): 3 clusters
  Score: Raw -9447317.643737 + Penalty 12831.533598 = -9434486.110140
  nChanged 16
		SP:Iteration 23Q (12199.610000 sec): 3 clusters
  Score: Raw -9447332.251093 + Penalty 12831.533598 = -9434500.717495
  nChanged 8
		SP:Iteration 24Q (12199.810000 sec): 3 clusters
  Score: Raw -9447339.720813 + Penalty 12831.533598 = -9434508.187216
  nChanged 6
		SP:Iteration 25Q (12200.010000 sec): 3 clusters
  Score: Raw -9447344.983855 + Penalty 12831.533598 = -9434513.450257
  nChanged 6
		SP:Iteration 26Q (12200.210000 sec): 3 clusters
  Score: Raw -9447350.327943 + Penalty 12831.533598 = -9434518.794346
  nChanged 5
		SP:Iteration 27Q (12200.420000 sec): 3 clusters
  Score: Raw -9447354.893801 + Penalty 12831.533598 = -9434523.360204
  nChanged 8
		SP:Iteration 28Q (12200.620000 sec): 3 clusters
  Score: Raw -9447360.720232 + Penalty 12831.533598 = -9434529.186634
  nChanged 4
		SP:Iteration 29Q (12200.820000 sec): 3 clusters
  Score: Raw -9447364.767961 + Penalty 12831.533598 = -9434533.234363
  nChanged 5
		SP:Iteration 30Q (12201.020000 sec): 3 clusters
  Score: Raw -9447370.031224 + Penalty 12831.533598 = -9434538.497627
  nChanged 5
		SP:Iteration 31Q (12201.230000 sec): 3 clusters
  Score: Raw -9447375.109700 + Penalty 12831.533598 = -9434543.576103
  nChanged 7
		SP:Iteration 32Q (12201.420000 sec): 3 clusters
  Score: Raw -9447381.599271 + Penalty 12831.533598 = -9434550.065673
  nChanged 3
		SP:Iteration 33Q (12201.630000 sec): 3 clusters
  Score: Raw -9447383.775332 + Penalty 12831.533598 = -9434552.241735
  nChanged 3
		SP:Iteration 34Q (12201.830000 sec): 3 clusters
  Score: Raw -9447386.791429 + Penalty 12831.533598 = -9434555.257832
  nChanged 2
		SP:Iteration 35Q (12202.030000 sec): 3 clusters
  Score: Raw -9447388.115245 + Penalty 12831.533598 = -9434556.581648
  nChanged 0
		SP:Iteration 36F (12202.290000 sec): 3 clusters
  Score: Raw -9447388.115245 + Penalty 12831.533598 = -9434556.581648
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 7 (16795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12202.410000 sec): 2 clusters
  Score: Raw -4310983.619243 + Penalty 5958.912358 = -4305024.706886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12202.530000 sec): 3 clusters
  Score: Raw -4302507.210059 + Penalty 11917.824715 = -4290589.385344
  nChanged 6696
		SP:Iteration 1F (12202.660000 sec): 3 clusters
  Score: Raw -4306481.418269 + Penalty 11917.824715 = -4294563.593554
  nChanged 1397
		SP:Iteration 2F (12202.790000 sec): 3 clusters
  Score: Raw -4307807.753197 + Penalty 11917.824715 = -4295889.928482
  nChanged 1278
		SP:Iteration 3F (12202.920000 sec): 3 clusters
  Score: Raw -4309110.447745 + Penalty 11917.824715 = -4297192.623030
  nChanged 1217
		SP:Iteration 4F (12203.050000 sec): 3 clusters
  Score: Raw -4310254.619132 + Penalty 11917.824715 = -4298336.794417
  nChanged 1115
		SP:Iteration 5F (12203.170000 sec): 3 clusters
  Score: Raw -4311276.532886 + Penalty 11917.824715 = -4299358.708171
  nChanged 954
		SP:Iteration 6F (12203.300000 sec): 3 clusters
  Score: Raw -4312126.238991 + Penalty 11917.824715 = -4300208.414276
  nChanged 836
		SP:Iteration 7Q (12203.430000 sec): 3 clusters
  Score: Raw -4312869.842856 + Penalty 11917.824715 = -4300952.018141
  nChanged 717
		SP:Iteration 8Q (12203.550000 sec): 3 clusters
  Score: Raw -4313501.431352 + Penalty 11917.824715 = -4301583.606637
  nChanged 568
		SP:Iteration 9Q (12203.670000 sec): 3 clusters
  Score: Raw -4313985.436431 + Penalty 11917.824715 = -4302067.611716
  nChanged 434
		SP:Iteration 10Q (12203.790000 sec): 3 clusters
  Score: Raw -4314310.330047 + Penalty 11917.824715 = -4302392.505332
  nChanged 315
		SP:Iteration 11Q (12203.910000 sec): 3 clusters
  Score: Raw -4314511.599752 + Penalty 11917.824715 = -4302593.775037
  nChanged 236
		SP:Iteration 12Q (12204.030000 sec): 3 clusters
  Score: Raw -4314652.281377 + Penalty 11917.824715 = -4302734.456662
  nChanged 162
		SP:Iteration 13Q (12204.140000 sec): 3 clusters
  Score: Raw -4314733.146339 + Penalty 11917.824715 = -4302815.321624
  nChanged 120
		SP:Iteration 14Q (12204.260000 sec): 3 clusters
  Score: Raw -4314788.593188 + Penalty 11917.824715 = -4302870.768473
  nChanged 104
		SP:Iteration 15Q (12204.370000 sec): 3 clusters
  Score: Raw -4314837.404382 + Penalty 11917.824715 = -4302919.579667
  nChanged 86
		SP:Iteration 16Q (12204.480000 sec): 3 clusters
  Score: Raw -4314875.271755 + Penalty 11917.824715 = -4302957.447040
  nChanged 82
		SP:Iteration 17Q (12204.600000 sec): 3 clusters
  Score: Raw -4314904.431096 + Penalty 11917.824715 = -4302986.606381
  nChanged 49
		SP:Iteration 18Q (12204.710000 sec): 3 clusters
  Score: Raw -4314924.683538 + Penalty 11917.824715 = -4303006.858823
  nChanged 47
		SP:Iteration 19Q (12204.820000 sec): 3 clusters
  Score: Raw -4314944.815582 + Penalty 11917.824715 = -4303026.990866
  nChanged 47
		SP:Iteration 20F (12204.950000 sec): 3 clusters
  Score: Raw -4314963.122674 + Penalty 11917.824715 = -4303045.297959
  nChanged 46
		SP:Iteration 21Q (12205.060000 sec): 3 clusters
  Score: Raw -4314980.782420 + Penalty 11917.824715 = -4303062.957705
  nChanged 38
		SP:Iteration 22Q (12205.170000 sec): 3 clusters
  Score: Raw -4314993.425660 + Penalty 11917.824715 = -4303075.600945
  nChanged 29
		SP:Iteration 23Q (12205.280000 sec): 3 clusters
  Score: Raw -4315002.963591 + Penalty 11917.824715 = -4303085.138876
  nChanged 29
		SP:Iteration 24Q (12205.400000 sec): 3 clusters
  Score: Raw -4315015.445899 + Penalty 11917.824715 = -4303097.621184
  nChanged 23
		SP:Iteration 25Q (12205.500000 sec): 3 clusters
  Score: Raw -4315023.111680 + Penalty 11917.824715 = -4303105.286965
  nChanged 19
		SP:Iteration 26Q (12205.620000 sec): 3 clusters
  Score: Raw -4315030.870869 + Penalty 11917.824715 = -4303113.046154
  nChanged 21
		SP:Iteration 27Q (12205.720000 sec): 3 clusters
  Score: Raw -4315039.775968 + Penalty 11917.824715 = -4303121.951253
  nChanged 30
		SP:Iteration 28Q (12205.830000 sec): 3 clusters
  Score: Raw -4315051.078363 + Penalty 11917.824715 = -4303133.253648
  nChanged 27
		SP:Iteration 29Q (12205.940000 sec): 3 clusters
  Score: Raw -4315061.961759 + Penalty 11917.824715 = -4303144.137044
  nChanged 32
		SP:Iteration 30Q (12206.050000 sec): 3 clusters
  Score: Raw -4315074.953408 + Penalty 11917.824715 = -4303157.128693
  nChanged 32
		SP:Iteration 31Q (12206.160000 sec): 3 clusters
  Score: Raw -4315089.431397 + Penalty 11917.824715 = -4303171.606682
  nChanged 30
		SP:Iteration 32Q (12206.270000 sec): 3 clusters
  Score: Raw -4315100.765233 + Penalty 11917.824715 = -4303182.940518
  nChanged 28
		SP:Iteration 33Q (12206.380000 sec): 3 clusters
  Score: Raw -4315112.703934 + Penalty 11917.824715 = -4303194.879219
  nChanged 23
		SP:Iteration 34Q (12206.490000 sec): 3 clusters
  Score: Raw -4315120.072775 + Penalty 11917.824715 = -4303202.248060
  nChanged 16
		SP:Iteration 35Q (12206.600000 sec): 3 clusters
  Score: Raw -4315126.744185 + Penalty 11917.824715 = -4303208.919470
  nChanged 17
		SP:Iteration 36Q (12206.700000 sec): 3 clusters
  Score: Raw -4315133.487076 + Penalty 11917.824715 = -4303215.662361
  nChanged 22
		SP:Iteration 37Q (12206.810000 sec): 3 clusters
  Score: Raw -4315143.397956 + Penalty 11917.824715 = -4303225.573241
  nChanged 20
		SP:Iteration 38Q (12206.920000 sec): 3 clusters
  Score: Raw -4315150.329927 + Penalty 11917.824715 = -4303232.505212
  nChanged 10
		SP:Iteration 39Q (12207.030000 sec): 3 clusters
  Score: Raw -4315153.536363 + Penalty 11917.824715 = -4303235.711648
  nChanged 9
		SP:Iteration 40F (12207.160000 sec): 3 clusters
  Score: Raw -4315156.798944 + Penalty 11917.824715 = -4303238.974229
  nChanged 10
		SP:Iteration 41Q (12207.270000 sec): 3 clusters
  Score: Raw -4315160.031523 + Penalty 11917.824715 = -4303242.206808
  nChanged 11
		SP:Iteration 42Q (12207.380000 sec): 3 clusters
  Score: Raw -4315163.790146 + Penalty 11917.824715 = -4303245.965431
  nChanged 10
		SP:Iteration 43Q (12207.490000 sec): 3 clusters
  Score: Raw -4315167.631778 + Penalty 11917.824715 = -4303249.807063
  nChanged 8
		SP:Iteration 44Q (12207.600000 sec): 3 clusters
  Score: Raw -4315171.704318 + Penalty 11917.824715 = -4303253.879603
  nChanged 5
		SP:Iteration 45Q (12207.710000 sec): 3 clusters
  Score: Raw -4315173.385912 + Penalty 11917.824715 = -4303255.561197
  nChanged 1
		SP:Iteration 46Q (12207.810000 sec): 3 clusters
  Score: Raw -4315173.829234 + Penalty 11917.824715 = -4303256.004519
  nChanged 2
		SP:Iteration 47Q (12207.920000 sec): 3 clusters
  Score: Raw -4315174.553688 + Penalty 11917.824715 = -4303256.728973
  nChanged 3
		SP:Iteration 48Q (12208.030000 sec): 3 clusters
  Score: Raw -4315175.750184 + Penalty 11917.824715 = -4303257.925469
  nChanged 3
		SP:Iteration 49Q (12208.140000 sec): 3 clusters
  Score: Raw -4315177.036592 + Penalty 11917.824715 = -4303259.211877
  nChanged 2
		SP:Iteration 50Q (12208.250000 sec): 3 clusters
  Score: Raw -4315177.659504 + Penalty 11917.824715 = -4303259.834789
  nChanged 0
		SP:Iteration 51F (12208.380000 sec): 3 clusters
  Score: Raw -4315177.659504 + Penalty 11917.824715 = -4303259.834789
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 8 (1610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12208.400000 sec): 2 clusters
  Score: Raw -413945.338796 + Penalty 4522.693543 = -409422.645253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12208.410000 sec): 3 clusters
  Score: Raw -414008.851702 + Penalty 9045.387086 = -404963.464616
  nChanged 374
		SP:Iteration 1F (12208.420000 sec): 3 clusters
  Score: Raw -414753.633450 + Penalty 9045.387086 = -405708.246364
  nChanged 123
		SP:Iteration 2F (12208.440000 sec): 3 clusters
  Score: Raw -415151.854440 + Penalty 9045.387086 = -406106.467354
  nChanged 87
		SP:Iteration 3F (12208.450000 sec): 3 clusters
  Score: Raw -415402.771629 + Penalty 9045.387086 = -406357.384543
  nChanged 79
		SP:Iteration 4Q (12208.460000 sec): 3 clusters
  Score: Raw -415640.169514 + Penalty 9045.387086 = -406594.782428
  nChanged 67
		SP:Iteration 5Q (12208.470000 sec): 3 clusters
  Score: Raw -415805.446300 + Penalty 9045.387086 = -406760.059214
  nChanged 51
		SP:Iteration 6Q (12208.480000 sec): 3 clusters
  Score: Raw -415923.296183 + Penalty 9045.387086 = -406877.909097
  nChanged 36
		SP:Iteration 7Q (12208.490000 sec): 3 clusters
  Score: Raw -416007.363644 + Penalty 9045.387086 = -406961.976558
  nChanged 23
		SP:Iteration 8Q (12208.500000 sec): 3 clusters
  Score: Raw -416063.148660 + Penalty 9045.387086 = -407017.761574
  nChanged 22
		SP:Iteration 9Q (12208.510000 sec): 3 clusters
  Score: Raw -416125.936317 + Penalty 9045.387086 = -407080.549231
  nChanged 15
		SP:Iteration 10Q (12208.520000 sec): 3 clusters
  Score: Raw -416169.281400 + Penalty 9045.387086 = -407123.894314
  nChanged 17
		SP:Iteration 11Q (12208.530000 sec): 3 clusters
  Score: Raw -416226.645421 + Penalty 9045.387086 = -407181.258335
  nChanged 17
		SP:Iteration 12Q (12208.540000 sec): 3 clusters
  Score: Raw -416294.612587 + Penalty 9045.387086 = -407249.225501
  nChanged 14
		SP:Iteration 13Q (12208.550000 sec): 3 clusters
  Score: Raw -416341.273206 + Penalty 9045.387086 = -407295.886120
  nChanged 10
		SP:Iteration 14Q (12208.560000 sec): 3 clusters
  Score: Raw -416373.814100 + Penalty 9045.387086 = -407328.427014
  nChanged 11
		SP:Iteration 15Q (12208.570000 sec): 3 clusters
  Score: Raw -416410.762541 + Penalty 9045.387086 = -407365.375455
  nChanged 7
		SP:Iteration 16Q (12208.580000 sec): 3 clusters
  Score: Raw -416439.146603 + Penalty 9045.387086 = -407393.759517
  nChanged 9
		SP:Iteration 17Q (12208.590000 sec): 3 clusters
  Score: Raw -416462.187246 + Penalty 9045.387086 = -407416.800160
  nChanged 9
		SP:Iteration 18Q (12208.600000 sec): 3 clusters
  Score: Raw -416489.610520 + Penalty 9045.387086 = -407444.223434
  nChanged 7
		SP:Iteration 19Q (12208.610000 sec): 3 clusters
  Score: Raw -416509.092840 + Penalty 9045.387086 = -407463.705754
  nChanged 6
		SP:Iteration 20F (12208.620000 sec): 3 clusters
  Score: Raw -416536.017067 + Penalty 9045.387086 = -407490.629981
  nChanged 7
		SP:Iteration 21Q (12208.630000 sec): 3 clusters
  Score: Raw -416584.995434 + Penalty 9045.387086 = -407539.608348
  nChanged 8
		SP:Iteration 22Q (12208.640000 sec): 3 clusters
  Score: Raw -416612.566295 + Penalty 9045.387086 = -407567.179209
  nChanged 7
		SP:Iteration 23Q (12208.650000 sec): 3 clusters
  Score: Raw -416624.448454 + Penalty 9045.387086 = -407579.061368
  nChanged 3
		SP:Iteration 24Q (12208.660000 sec): 3 clusters
  Score: Raw -416628.259404 + Penalty 9045.387086 = -407582.872318
  nChanged 0
		SP:Iteration 25F (12208.680000 sec): 3 clusters
  Score: Raw -416628.259404 + Penalty 9045.387086 = -407582.872318
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 9 (3590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12208.700000 sec): 2 clusters
  Score: Raw -880239.841789 + Penalty 5013.868332 = -875225.973457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12208.730000 sec): 3 clusters
  Score: Raw -879247.563699 + Penalty 10027.736665 = -869219.827035
  nChanged 1029
		SP:Iteration 1F (12208.760000 sec): 3 clusters
  Score: Raw -880319.878418 + Penalty 10027.736665 = -870292.141753
  nChanged 299
		SP:Iteration 2F (12208.780000 sec): 3 clusters
  Score: Raw -880772.224114 + Penalty 10027.736665 = -870744.487449
  nChanged 211
		SP:Iteration 3F (12208.820000 sec): 3 clusters
  Score: Raw -881024.874922 + Penalty 10027.736665 = -870997.138257
  nChanged 127
		SP:Iteration 4Q (12208.840000 sec): 3 clusters
  Score: Raw -881222.105067 + Penalty 10027.736665 = -871194.368403
  nChanged 125
		SP:Iteration 5Q (12208.870000 sec): 3 clusters
  Score: Raw -881384.835943 + Penalty 10027.736665 = -871357.099278
  nChanged 101
		SP:Iteration 6Q (12208.890000 sec): 3 clusters
  Score: Raw -881530.184984 + Penalty 10027.736665 = -871502.448319
  nChanged 88
		SP:Iteration 7Q (12208.920000 sec): 3 clusters
  Score: Raw -881634.250575 + Penalty 10027.736665 = -871606.513910
  nChanged 71
		SP:Iteration 8Q (12208.940000 sec): 3 clusters
  Score: Raw -881730.367597 + Penalty 10027.736665 = -871702.630932
  nChanged 69
		SP:Iteration 9Q (12208.970000 sec): 3 clusters
  Score: Raw -881817.626141 + Penalty 10027.736665 = -871789.889477
  nChanged 66
		SP:Iteration 10Q (12208.990000 sec): 3 clusters
  Score: Raw -881909.176848 + Penalty 10027.736665 = -871881.440184
  nChanged 64
		SP:Iteration 11Q (12209.010000 sec): 3 clusters
  Score: Raw -881991.987737 + Penalty 10027.736665 = -871964.251072
  nChanged 50
		SP:Iteration 12Q (12209.040000 sec): 3 clusters
  Score: Raw -882056.086743 + Penalty 10027.736665 = -872028.350079
  nChanged 44
		SP:Iteration 13Q (12209.070000 sec): 3 clusters
  Score: Raw -882103.215648 + Penalty 10027.736665 = -872075.478983
  nChanged 44
		SP:Iteration 14Q (12209.090000 sec): 3 clusters
  Score: Raw -882147.572332 + Penalty 10027.736665 = -872119.835667
  nChanged 29
		SP:Iteration 15Q (12209.110000 sec): 3 clusters
  Score: Raw -882175.583739 + Penalty 10027.736665 = -872147.847074
  nChanged 29
		SP:Iteration 16Q (12209.140000 sec): 3 clusters
  Score: Raw -882212.658140 + Penalty 10027.736665 = -872184.921476
  nChanged 27
		SP:Iteration 17Q (12209.160000 sec): 3 clusters
  Score: Raw -882241.739520 + Penalty 10027.736665 = -872214.002855
  nChanged 23
		SP:Iteration 18Q (12209.190000 sec): 3 clusters
  Score: Raw -882262.606218 + Penalty 10027.736665 = -872234.869553
  nChanged 16
		SP:Iteration 19Q (12209.210000 sec): 3 clusters
  Score: Raw -882280.313081 + Penalty 10027.736665 = -872252.576417
  nChanged 14
		SP:Iteration 20F (12209.240000 sec): 3 clusters
  Score: Raw -882294.083298 + Penalty 10027.736665 = -872266.346633
  nChanged 14
		SP:Iteration 21Q (12209.260000 sec): 3 clusters
  Score: Raw -882309.644674 + Penalty 10027.736665 = -872281.908009
  nChanged 11
		SP:Iteration 22Q (12209.290000 sec): 3 clusters
  Score: Raw -882318.829196 + Penalty 10027.736665 = -872291.092531
  nChanged 5
		SP:Iteration 23Q (12209.310000 sec): 3 clusters
  Score: Raw -882321.891167 + Penalty 10027.736665 = -872294.154502
  nChanged 5
		SP:Iteration 24Q (12209.330000 sec): 3 clusters
  Score: Raw -882333.687586 + Penalty 10027.736665 = -872305.950921
  nChanged 8
		SP:Iteration 25Q (12209.370000 sec): 3 clusters
  Score: Raw -882342.194363 + Penalty 10027.736665 = -872314.457699
  nChanged 11
		SP:Iteration 26Q (12209.390000 sec): 3 clusters
  Score: Raw -882352.782768 + Penalty 10027.736665 = -872325.046103
  nChanged 13
		SP:Iteration 27Q (12209.410000 sec): 3 clusters
  Score: Raw -882366.960551 + Penalty 10027.736665 = -872339.223886
  nChanged 13
		SP:Iteration 28Q (12209.440000 sec): 3 clusters
  Score: Raw -882380.160662 + Penalty 10027.736665 = -872352.423997
  nChanged 11
		SP:Iteration 29Q (12209.460000 sec): 3 clusters
  Score: Raw -882389.744204 + Penalty 10027.736665 = -872362.007539
  nChanged 9
		SP:Iteration 30Q (12209.490000 sec): 3 clusters
  Score: Raw -882397.573896 + Penalty 10027.736665 = -872369.837232
  nChanged 9
		SP:Iteration 31Q (12209.510000 sec): 3 clusters
  Score: Raw -882405.237740 + Penalty 10027.736665 = -872377.501075
  nChanged 13
		SP:Iteration 32Q (12209.530000 sec): 3 clusters
  Score: Raw -882415.155753 + Penalty 10027.736665 = -872387.419088
  nChanged 8
		SP:Iteration 33Q (12209.560000 sec): 3 clusters
  Score: Raw -882422.179657 + Penalty 10027.736665 = -872394.442992
  nChanged 5
		SP:Iteration 34Q (12209.580000 sec): 3 clusters
  Score: Raw -882426.022799 + Penalty 10027.736665 = -872398.286134
  nChanged 5
		SP:Iteration 35Q (12209.610000 sec): 3 clusters
  Score: Raw -882429.652783 + Penalty 10027.736665 = -872401.916119
  nChanged 5
		SP:Iteration 36Q (12209.630000 sec): 3 clusters
  Score: Raw -882432.089677 + Penalty 10027.736665 = -872404.353012
  nChanged 3
		SP:Iteration 37Q (12209.650000 sec): 3 clusters
  Score: Raw -882434.065973 + Penalty 10027.736665 = -872406.329308
  nChanged 2
		SP:Iteration 38Q (12209.680000 sec): 3 clusters
  Score: Raw -882434.737368 + Penalty 10027.736665 = -872407.000703
  nChanged 1
		SP:Iteration 39Q (12209.710000 sec): 3 clusters
  Score: Raw -882435.150301 + Penalty 10027.736665 = -872407.413636
  nChanged 0
		SP:Iteration 40F (12209.730000 sec): 3 clusters
  Score: Raw -882435.150301 + Penalty 10027.736665 = -872407.413636
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 10 (70886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12210.210000 sec): 2 clusters
  Score: Raw -18977626.433748 + Penalty 6840.907292 = -18970785.526456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12210.760000 sec): 3 clusters
  Score: Raw -18935217.942852 + Penalty 13681.814584 = -18921536.128268
  nChanged 31775
		SP:Iteration 1F (12211.300000 sec): 3 clusters
  Score: Raw -18952319.808470 + Penalty 13681.814584 = -18938637.993886
  nChanged 3444
		SP:Iteration 2Q (12211.860000 sec): 3 clusters
  Score: Raw -18953584.694043 + Penalty 13681.814584 = -18939902.879459
  nChanged 3375
		SP:Iteration 3Q (12212.410000 sec): 3 clusters
  Score: Raw -18955049.598346 + Penalty 13681.814584 = -18941367.783762
  nChanged 3575
		SP:Iteration 4F (12212.950000 sec): 3 clusters
  Score: Raw -18956826.046989 + Penalty 13681.814584 = -18943144.232405
  nChanged 3891
		SP:Iteration 5F (12213.490000 sec): 3 clusters
  Score: Raw -18958938.331577 + Penalty 13681.814584 = -18945256.516993
  nChanged 3996
		SP:Iteration 6F (12214.030000 sec): 3 clusters
  Score: Raw -18961185.300962 + Penalty 13681.814584 = -18947503.486378
  nChanged 4118
		SP:Iteration 7F (12214.580000 sec): 3 clusters
  Score: Raw -18963445.917263 + Penalty 13681.814584 = -18949764.102679
  nChanged 3781
		SP:Iteration 8F (12215.120000 sec): 3 clusters
  Score: Raw -18965264.392527 + Penalty 13681.814584 = -18951582.577943
  nChanged 3218
		SP:Iteration 9Q (12215.660000 sec): 3 clusters
  Score: Raw -18966605.370504 + Penalty 13681.814584 = -18952923.555920
  nChanged 2597
		SP:Iteration 10Q (12216.190000 sec): 3 clusters
  Score: Raw -18967507.171708 + Penalty 13681.814584 = -18953825.357124
  nChanged 2057
		SP:Iteration 11Q (12216.730000 sec): 3 clusters
  Score: Raw -18968115.050366 + Penalty 13681.814584 = -18954433.235782
  nChanged 1674
		SP:Iteration 12Q (12217.270000 sec): 3 clusters
  Score: Raw -18968546.272267 + Penalty 13681.814584 = -18954864.457683
  nChanged 1356
		SP:Iteration 13Q (12217.810000 sec): 3 clusters
  Score: Raw -18968864.195143 + Penalty 13681.814584 = -18955182.380559
  nChanged 1173
		SP:Iteration 14Q (12218.340000 sec): 3 clusters
  Score: Raw -18969131.726108 + Penalty 13681.814584 = -18955449.911524
  nChanged 1055
		SP:Iteration 15Q (12218.880000 sec): 3 clusters
  Score: Raw -18969367.100140 + Penalty 13681.814584 = -18955685.285556
  nChanged 961
		SP:Iteration 16Q (12219.410000 sec): 3 clusters
  Score: Raw -18969564.994364 + Penalty 13681.814584 = -18955883.179780
  nChanged 882
		SP:Iteration 17Q (12219.950000 sec): 3 clusters
  Score: Raw -18969739.984735 + Penalty 13681.814584 = -18956058.170151
  nChanged 826
		SP:Iteration 18Q (12220.470000 sec): 3 clusters
  Score: Raw -18969906.533119 + Penalty 13681.814584 = -18956224.718536
  nChanged 826
		SP:Iteration 19Q (12221.010000 sec): 3 clusters
  Score: Raw -18970072.964889 + Penalty 13681.814584 = -18956391.150305
  nChanged 861
		SP:Iteration 20F (12221.550000 sec): 3 clusters
  Score: Raw -18970254.606687 + Penalty 13681.814584 = -18956572.792103
  nChanged 892
		SP:Iteration 21Q (12222.080000 sec): 3 clusters
  Score: Raw -18970466.697980 + Penalty 13681.814584 = -18956784.883396
  nChanged 971
		SP:Iteration 22Q (12222.610000 sec): 3 clusters
  Score: Raw -18970729.377704 + Penalty 13681.814584 = -18957047.563120
  nChanged 1060
		SP:Iteration 23Q (12223.140000 sec): 3 clusters
  Score: Raw -18971026.704815 + Penalty 13681.814584 = -18957344.890231
  nChanged 1057
		SP:Iteration 24Q (12223.670000 sec): 3 clusters
  Score: Raw -18971346.334878 + Penalty 13681.814584 = -18957664.520294
  nChanged 1114
		SP:Iteration 25Q (12224.200000 sec): 3 clusters
  Score: Raw -18971718.510065 + Penalty 13681.814584 = -18958036.695482
  nChanged 1210
		SP:Iteration 26Q (12224.720000 sec): 3 clusters
  Score: Raw -18972204.494700 + Penalty 13681.814584 = -18958522.680116
  nChanged 1345
		SP:Iteration 27Q (12225.240000 sec): 3 clusters
  Score: Raw -18972892.843305 + Penalty 13681.814584 = -18959211.028721
  nChanged 1553
		SP:Iteration 28Q (12225.760000 sec): 3 clusters
  Score: Raw -18973879.797789 + Penalty 13681.814584 = -18960197.983205
  nChanged 1721
		SP:Iteration 29Q (12226.270000 sec): 3 clusters
  Score: Raw -18975007.370299 + Penalty 13681.814584 = -18961325.555715
  nChanged 1739
		SP:Iteration 30Q (12226.770000 sec): 3 clusters
  Score: Raw -18976038.514681 + Penalty 13681.814584 = -18962356.700097
  nChanged 1629
		SP:Iteration 31Q (12227.270000 sec): 3 clusters
  Score: Raw -18976857.633708 + Penalty 13681.814584 = -18963175.819124
  nChanged 1430
		SP:Iteration 32Q (12227.760000 sec): 3 clusters
  Score: Raw -18977448.153344 + Penalty 13681.814584 = -18963766.338760
  nChanged 1200
		SP:Iteration 33Q (12228.240000 sec): 3 clusters
  Score: Raw -18977857.910343 + Penalty 13681.814584 = -18964176.095759
  nChanged 924
		SP:Iteration 34Q (12228.710000 sec): 3 clusters
  Score: Raw -18978139.178623 + Penalty 13681.814584 = -18964457.364039
  nChanged 714
		SP:Iteration 35Q (12229.190000 sec): 3 clusters
  Score: Raw -18978348.993862 + Penalty 13681.814584 = -18964667.179278
  nChanged 631
		SP:Iteration 36Q (12229.660000 sec): 3 clusters
  Score: Raw -18978560.712357 + Penalty 13681.814584 = -18964878.897773
  nChanged 628
		SP:Iteration 37Q (12230.130000 sec): 3 clusters
  Score: Raw -18978777.146799 + Penalty 13681.814584 = -18965095.332215
  nChanged 597
		SP:Iteration 38Q (12230.600000 sec): 3 clusters
  Score: Raw -18978973.731289 + Penalty 13681.814584 = -18965291.916705
  nChanged 604
		SP:Iteration 39Q (12231.080000 sec): 3 clusters
  Score: Raw -18979165.927372 + Penalty 13681.814584 = -18965484.112788
  nChanged 548
		SP:Iteration 40F (12231.620000 sec): 3 clusters
  Score: Raw -18979338.316724 + Penalty 13681.814584 = -18965656.502140
  nChanged 533
		SP:Iteration 41Q (12232.090000 sec): 3 clusters
  Score: Raw -18979491.366345 + Penalty 13681.814584 = -18965809.551762
  nChanged 543
		SP:Iteration 42Q (12232.560000 sec): 3 clusters
  Score: Raw -18979656.810197 + Penalty 13681.814584 = -18965974.995613
  nChanged 556
		SP:Iteration 43Q (12233.040000 sec): 3 clusters
  Score: Raw -18979815.837745 + Penalty 13681.814584 = -18966134.023161
  nChanged 525
		SP:Iteration 44Q (12233.510000 sec): 3 clusters
  Score: Raw -18979953.635178 + Penalty 13681.814584 = -18966271.820594
  nChanged 500
		SP:Iteration 45Q (12233.980000 sec): 3 clusters
  Score: Raw -18980070.267865 + Penalty 13681.814584 = -18966388.453281
  nChanged 439
		SP:Iteration 46Q (12234.460000 sec): 3 clusters
  Score: Raw -18980165.908200 + Penalty 13681.814584 = -18966484.093616
  nChanged 407
		SP:Iteration 47Q (12234.930000 sec): 3 clusters
  Score: Raw -18980257.305189 + Penalty 13681.814584 = -18966575.490605
  nChanged 397
		SP:Iteration 48Q (12235.400000 sec): 3 clusters
  Score: Raw -18980344.668512 + Penalty 13681.814584 = -18966662.853928
  nChanged 412
		SP:Iteration 49Q (12235.870000 sec): 3 clusters
  Score: Raw -18980427.840715 + Penalty 13681.814584 = -18966746.026131
  nChanged 367
		SP:Iteration 50Q (12236.340000 sec): 3 clusters
  Score: Raw -18980492.339659 + Penalty 13681.814584 = -18966810.525075
  nChanged 326
		SP:Iteration 51Q (12236.800000 sec): 3 clusters
  Score: Raw -18980544.894128 + Penalty 13681.814584 = -18966863.079544
  nChanged 270
		SP:Iteration 52Q (12237.260000 sec): 3 clusters
  Score: Raw -18980581.342996 + Penalty 13681.814584 = -18966899.528412
  nChanged 241
		SP:Iteration 53Q (12237.730000 sec): 3 clusters
  Score: Raw -18980611.889715 + Penalty 13681.814584 = -18966930.075131
  nChanged 220
		SP:Iteration 54Q (12238.190000 sec): 3 clusters
  Score: Raw -18980637.519728 + Penalty 13681.814584 = -18966955.705144
  nChanged 182
		SP:Iteration 55Q (12238.650000 sec): 3 clusters
  Score: Raw -18980659.207578 + Penalty 13681.814584 = -18966977.392995
  nChanged 172
		SP:Iteration 56Q (12239.110000 sec): 3 clusters
  Score: Raw -18980677.708483 + Penalty 13681.814584 = -18966995.893899
  nChanged 153
		SP:Iteration 57Q (12239.570000 sec): 3 clusters
  Score: Raw -18980693.110084 + Penalty 13681.814584 = -18967011.295500
  nChanged 123
		SP:Iteration 58Q (12240.030000 sec): 3 clusters
  Score: Raw -18980705.136241 + Penalty 13681.814584 = -18967023.321657
  nChanged 125
		SP:Iteration 59Q (12240.490000 sec): 3 clusters
  Score: Raw -18980716.675126 + Penalty 13681.814584 = -18967034.860542
  nChanged 102
		SP:Iteration 60F (12241.030000 sec): 3 clusters
  Score: Raw -18980724.977611 + Penalty 13681.814584 = -18967043.163027
  nChanged 92
		SP:Iteration 61Q (12241.510000 sec): 3 clusters
  Score: Raw -18980732.338977 + Penalty 13681.814584 = -18967050.524393
  nChanged 85
		SP:Iteration 62Q (12241.980000 sec): 3 clusters
  Score: Raw -18980738.995289 + Penalty 13681.814584 = -18967057.180705
  nChanged 80
		SP:Iteration 63Q (12242.460000 sec): 3 clusters
  Score: Raw -18980745.746176 + Penalty 13681.814584 = -18967063.931592
  nChanged 79
		SP:Iteration 64Q (12242.940000 sec): 3 clusters
  Score: Raw -18980752.365521 + Penalty 13681.814584 = -18967070.550937
  nChanged 79
		SP:Iteration 65Q (12243.410000 sec): 3 clusters
  Score: Raw -18980758.147833 + Penalty 13681.814584 = -18967076.333249
  nChanged 68
		SP:Iteration 66Q (12243.890000 sec): 3 clusters
  Score: Raw -18980763.092274 + Penalty 13681.814584 = -18967081.277690
  nChanged 60
		SP:Iteration 67Q (12244.360000 sec): 3 clusters
  Score: Raw -18980767.815983 + Penalty 13681.814584 = -18967086.001400
  nChanged 60
		SP:Iteration 68Q (12244.840000 sec): 3 clusters
  Score: Raw -18980772.251394 + Penalty 13681.814584 = -18967090.436810
  nChanged 60
		SP:Iteration 69Q (12245.310000 sec): 3 clusters
  Score: Raw -18980776.427484 + Penalty 13681.814584 = -18967094.612900
  nChanged 53
		SP:Iteration 70Q (12245.780000 sec): 3 clusters
  Score: Raw -18980779.642368 + Penalty 13681.814584 = -18967097.827784
  nChanged 41
		SP:Iteration 71Q (12246.250000 sec): 3 clusters
  Score: Raw -18980782.342635 + Penalty 13681.814584 = -18967100.528051
  nChanged 53
		SP:Iteration 72Q (12246.720000 sec): 3 clusters
  Score: Raw -18980785.768777 + Penalty 13681.814584 = -18967103.954193
  nChanged 40
		SP:Iteration 73Q (12247.200000 sec): 3 clusters
  Score: Raw -18980788.303214 + Penalty 13681.814584 = -18967106.488630
  nChanged 39
		SP:Iteration 74Q (12247.670000 sec): 3 clusters
  Score: Raw -18980790.595438 + Penalty 13681.814584 = -18967108.780854
  nChanged 35
		SP:Iteration 75Q (12248.140000 sec): 3 clusters
  Score: Raw -18980792.805506 + Penalty 13681.814584 = -18967110.990922
  nChanged 38
		SP:Iteration 76Q (12248.610000 sec): 3 clusters
  Score: Raw -18980794.980395 + Penalty 13681.814584 = -18967113.165811
  nChanged 36
		SP:Iteration 77Q (12249.080000 sec): 3 clusters
  Score: Raw -18980796.819409 + Penalty 13681.814584 = -18967115.004825
  nChanged 24
		SP:Iteration 78Q (12249.560000 sec): 3 clusters
  Score: Raw -18980798.116448 + Penalty 13681.814584 = -18967116.301864
  nChanged 34
		SP:Iteration 79Q (12250.040000 sec): 3 clusters
  Score: Raw -18980800.038272 + Penalty 13681.814584 = -18967118.223688
  nChanged 23
		SP:Iteration 80F (12250.580000 sec): 3 clusters
  Score: Raw -18980801.251370 + Penalty 13681.814584 = -18967119.436786
  nChanged 22
		SP:Iteration 81Q (12251.050000 sec): 3 clusters
  Score: Raw -18980802.378738 + Penalty 13681.814584 = -18967120.564154
  nChanged 21
		SP:Iteration 82Q (12251.530000 sec): 3 clusters
  Score: Raw -18980803.788947 + Penalty 13681.814584 = -18967121.974363
  nChanged 26
		SP:Iteration 83Q (12252.010000 sec): 3 clusters
  Score: Raw -18980805.538700 + Penalty 13681.814584 = -18967123.724116
  nChanged 20
		SP:Iteration 84Q (12252.500000 sec): 3 clusters
  Score: Raw -18980806.608777 + Penalty 13681.814584 = -18967124.794193
  nChanged 12
		SP:Iteration 85Q (12252.980000 sec): 3 clusters
  Score: Raw -18980807.272151 + Penalty 13681.814584 = -18967125.457567
  nChanged 9
		SP:Iteration 86Q (12253.460000 sec): 3 clusters
  Score: Raw -18980807.786678 + Penalty 13681.814584 = -18967125.972094
  nChanged 4
		SP:Iteration 87Q (12253.940000 sec): 3 clusters
  Score: Raw -18980807.975286 + Penalty 13681.814584 = -18967126.160702
  nChanged 4
		SP:Iteration 88Q (12254.410000 sec): 3 clusters
  Score: Raw -18980808.124677 + Penalty 13681.814584 = -18967126.310093
  nChanged 0
		SP:Iteration 89F (12254.970000 sec): 3 clusters
  Score: Raw -18980808.124677 + Penalty 13681.814584 = -18967126.310093
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 11 (57611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12255.340000 sec): 2 clusters
  Score: Raw -15368709.379957 + Penalty 6713.899640 = -15361995.480317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12255.800000 sec): 3 clusters
  Score: Raw -15334701.047118 + Penalty 13427.799281 = -15321273.247837
  nChanged 25699
		SP:Iteration 1F (12256.240000 sec): 3 clusters
  Score: Raw -15348486.712295 + Penalty 13427.799281 = -15335058.913014
  nChanged 2841
		SP:Iteration 2Q (12256.690000 sec): 3 clusters
  Score: Raw -15349409.696304 + Penalty 13427.799281 = -15335981.897024
  nChanged 2375
		SP:Iteration 3Q (12257.130000 sec): 3 clusters
  Score: Raw -15350127.867334 + Penalty 13427.799281 = -15336700.068053
  nChanged 2153
		SP:Iteration 4Q (12257.570000 sec): 3 clusters
  Score: Raw -15350766.940468 + Penalty 13427.799281 = -15337339.141187
  nChanged 1981
		SP:Iteration 5Q (12258.010000 sec): 3 clusters
  Score: Raw -15351346.025090 + Penalty 13427.799281 = -15337918.225809
  nChanged 1886
		SP:Iteration 6Q (12258.460000 sec): 3 clusters
  Score: Raw -15351945.511812 + Penalty 13427.799281 = -15338517.712531
  nChanged 1992
		SP:Iteration 7Q (12258.900000 sec): 3 clusters
  Score: Raw -15352679.057544 + Penalty 13427.799281 = -15339251.258263
  nChanged 2186
		SP:Iteration 8Q (12259.350000 sec): 3 clusters
  Score: Raw -15353556.806540 + Penalty 13427.799281 = -15340129.007259
  nChanged 2389
		SP:Iteration 9Q (12259.790000 sec): 3 clusters
  Score: Raw -15354636.353090 + Penalty 13427.799281 = -15341208.553809
  nChanged 2660
		SP:Iteration 10Q (12260.230000 sec): 3 clusters
  Score: Raw -15355930.804117 + Penalty 13427.799281 = -15342503.004836
  nChanged 2786
		SP:Iteration 11Q (12260.680000 sec): 3 clusters
  Score: Raw -15357322.997281 + Penalty 13427.799281 = -15343895.198000
  nChanged 2697
		SP:Iteration 12Q (12261.130000 sec): 3 clusters
  Score: Raw -15358644.502887 + Penalty 13427.799281 = -15345216.703607
  nChanged 2505
		SP:Iteration 13Q (12261.570000 sec): 3 clusters
  Score: Raw -15359802.240224 + Penalty 13427.799281 = -15346374.440943
  nChanged 2124
		SP:Iteration 14Q (12262.020000 sec): 3 clusters
  Score: Raw -15360753.025197 + Penalty 13427.799281 = -15347325.225916
  nChanged 1895
		SP:Iteration 15Q (12262.470000 sec): 3 clusters
  Score: Raw -15361606.428432 + Penalty 13427.799281 = -15348178.629151
  nChanged 1744
		SP:Iteration 16Q (12262.910000 sec): 3 clusters
  Score: Raw -15362437.291713 + Penalty 13427.799281 = -15349009.492432
  nChanged 1667
		SP:Iteration 17Q (12263.350000 sec): 3 clusters
  Score: Raw -15363267.246068 + Penalty 13427.799281 = -15349839.446787
  nChanged 1584
		SP:Iteration 18Q (12263.800000 sec): 3 clusters
  Score: Raw -15364159.560028 + Penalty 13427.799281 = -15350731.760747
  nChanged 1559
		SP:Iteration 19Q (12264.240000 sec): 3 clusters
  Score: Raw -15365084.982683 + Penalty 13427.799281 = -15351657.183402
  nChanged 1416
		SP:Iteration 20F (12264.690000 sec): 3 clusters
  Score: Raw -15365980.500449 + Penalty 13427.799281 = -15352552.701168
  nChanged 1231
		SP:Iteration 21Q (12265.130000 sec): 3 clusters
  Score: Raw -15366810.006851 + Penalty 13427.799281 = -15353382.207570
  nChanged 1038
		SP:Iteration 22Q (12265.550000 sec): 3 clusters
  Score: Raw -15367536.648003 + Penalty 13427.799281 = -15354108.848722
  nChanged 824
		SP:Iteration 23Q (12265.970000 sec): 3 clusters
  Score: Raw -15368107.008138 + Penalty 13427.799281 = -15354679.208857
  nChanged 580
		SP:Iteration 24Q (12266.380000 sec): 3 clusters
  Score: Raw -15368504.306977 + Penalty 13427.799281 = -15355076.507696
  nChanged 426
		SP:Iteration 25Q (12266.780000 sec): 3 clusters
  Score: Raw -15368802.997565 + Penalty 13427.799281 = -15355375.198285
  nChanged 303
		SP:Iteration 26Q (12267.160000 sec): 3 clusters
  Score: Raw -15369019.640337 + Penalty 13427.799281 = -15355591.841056
  nChanged 209
		SP:Iteration 27Q (12267.530000 sec): 3 clusters
  Score: Raw -15369180.627148 + Penalty 13427.799281 = -15355752.827867
  nChanged 150
		SP:Iteration 28Q (12267.900000 sec): 3 clusters
  Score: Raw -15369292.127869 + Penalty 13427.799281 = -15355864.328588
  nChanged 108
		SP:Iteration 29Q (12268.250000 sec): 3 clusters
  Score: Raw -15369370.438602 + Penalty 13427.799281 = -15355942.639321
  nChanged 84
		SP:Iteration 30Q (12268.600000 sec): 3 clusters
  Score: Raw -15369440.133957 + Penalty 13427.799281 = -15356012.334676
  nChanged 72
		SP:Iteration 31Q (12268.950000 sec): 3 clusters
  Score: Raw -15369496.622874 + Penalty 13427.799281 = -15356068.823593
  nChanged 51
		SP:Iteration 32Q (12269.300000 sec): 3 clusters
  Score: Raw -15369531.252351 + Penalty 13427.799281 = -15356103.453071
  nChanged 36
		SP:Iteration 33Q (12269.640000 sec): 3 clusters
  Score: Raw -15369554.089973 + Penalty 13427.799281 = -15356126.290692
  nChanged 30
		SP:Iteration 34Q (12269.980000 sec): 3 clusters
  Score: Raw -15369575.665224 + Penalty 13427.799281 = -15356147.865944
  nChanged 30
		SP:Iteration 35Q (12270.320000 sec): 3 clusters
  Score: Raw -15369598.596307 + Penalty 13427.799281 = -15356170.797026
  nChanged 21
		SP:Iteration 36Q (12270.650000 sec): 3 clusters
  Score: Raw -15369615.794112 + Penalty 13427.799281 = -15356187.994832
  nChanged 16
		SP:Iteration 37Q (12270.980000 sec): 3 clusters
  Score: Raw -15369627.494511 + Penalty 13427.799281 = -15356199.695231
  nChanged 12
		SP:Iteration 38Q (12271.320000 sec): 3 clusters
  Score: Raw -15369635.311070 + Penalty 13427.799281 = -15356207.511789
  nChanged 7
		SP:Iteration 39Q (12271.650000 sec): 3 clusters
  Score: Raw -15369642.251121 + Penalty 13427.799281 = -15356214.451841
  nChanged 16
		SP:Iteration 40F (12272.090000 sec): 3 clusters
  Score: Raw -15369654.527941 + Penalty 13427.799281 = -15356226.728661
  nChanged 14
		SP:Iteration 41Q (12272.420000 sec): 3 clusters
  Score: Raw -15369665.411269 + Penalty 13427.799281 = -15356237.611988
  nChanged 15
		SP:Iteration 42Q (12272.750000 sec): 3 clusters
  Score: Raw -15369674.343973 + Penalty 13427.799281 = -15356246.544693
  nChanged 8
		SP:Iteration 43Q (12273.090000 sec): 3 clusters
  Score: Raw -15369680.758061 + Penalty 13427.799281 = -15356252.958780
  nChanged 2
		SP:Iteration 44Q (12273.410000 sec): 3 clusters
  Score: Raw -15369682.374910 + Penalty 13427.799281 = -15356254.575629
  nChanged 1
		SP:Iteration 45Q (12273.750000 sec): 3 clusters
  Score: Raw -15369683.492907 + Penalty 13427.799281 = -15356255.693626
  nChanged 5
		SP:Iteration 46Q (12274.080000 sec): 3 clusters
  Score: Raw -15369686.145366 + Penalty 13427.799281 = -15356258.346085
  nChanged 3
		SP:Iteration 47Q (12274.410000 sec): 3 clusters
  Score: Raw -15369688.485669 + Penalty 13427.799281 = -15356260.686389
  nChanged 2
		SP:Iteration 48Q (12274.740000 sec): 3 clusters
  Score: Raw -15369690.653657 + Penalty 13427.799281 = -15356262.854376
  nChanged 0
		SP:Iteration 49F (12275.170000 sec): 3 clusters
  Score: Raw -15369690.653657 + Penalty 13427.799281 = -15356262.854376
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 12 (25893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12275.360000 sec): 2 clusters
  Score: Raw -6615592.457035 + Penalty 6224.058364 = -6609368.398671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12275.550000 sec): 3 clusters
  Score: Raw -6601689.873420 + Penalty 12448.116728 = -6589241.756693
  nChanged 10726
		SP:Iteration 1F (12275.750000 sec): 3 clusters
  Score: Raw -6607441.208649 + Penalty 12448.116728 = -6594993.091921
  nChanged 1719
		SP:Iteration 2F (12275.940000 sec): 3 clusters
  Score: Raw -6608280.234996 + Penalty 12448.116728 = -6595832.118268
  nChanged 1407
		SP:Iteration 3F (12276.130000 sec): 3 clusters
  Score: Raw -6608980.259223 + Penalty 12448.116728 = -6596532.142495
  nChanged 1245
		SP:Iteration 4Q (12276.330000 sec): 3 clusters
  Score: Raw -6609598.542995 + Penalty 12448.116728 = -6597150.426267
  nChanged 1075
		SP:Iteration 5Q (12276.530000 sec): 3 clusters
  Score: Raw -6610137.227647 + Penalty 12448.116728 = -6597689.110919
  nChanged 1012
		SP:Iteration 6Q (12276.730000 sec): 3 clusters
  Score: Raw -6610641.753446 + Penalty 12448.116728 = -6598193.636719
  nChanged 985
		SP:Iteration 7Q (12276.920000 sec): 3 clusters
  Score: Raw -6611139.357128 + Penalty 12448.116728 = -6598691.240400
  nChanged 928
		SP:Iteration 8Q (12277.120000 sec): 3 clusters
  Score: Raw -6611612.222897 + Penalty 12448.116728 = -6599164.106170
  nChanged 910
		SP:Iteration 9Q (12277.310000 sec): 3 clusters
  Score: Raw -6612107.856785 + Penalty 12448.116728 = -6599659.740057
  nChanged 960
		SP:Iteration 10Q (12277.510000 sec): 3 clusters
  Score: Raw -6612658.774234 + Penalty 12448.116728 = -6600210.657507
  nChanged 989
		SP:Iteration 11Q (12277.700000 sec): 3 clusters
  Score: Raw -6613293.055830 + Penalty 12448.116728 = -6600844.939102
  nChanged 999
		SP:Iteration 12Q (12277.900000 sec): 3 clusters
  Score: Raw -6614015.100430 + Penalty 12448.116728 = -6601566.983702
  nChanged 1062
		SP:Iteration 13Q (12278.090000 sec): 3 clusters
  Score: Raw -6614767.789923 + Penalty 12448.116728 = -6602319.673196
  nChanged 1044
		SP:Iteration 14Q (12278.290000 sec): 3 clusters
  Score: Raw -6615461.132227 + Penalty 12448.116728 = -6603013.015499
  nChanged 923
		SP:Iteration 15Q (12278.490000 sec): 3 clusters
  Score: Raw -6616107.439216 + Penalty 12448.116728 = -6603659.322489
  nChanged 913
		SP:Iteration 16Q (12278.670000 sec): 3 clusters
  Score: Raw -6616697.693593 + Penalty 12448.116728 = -6604249.576865
  nChanged 802
		SP:Iteration 17Q (12278.870000 sec): 3 clusters
  Score: Raw -6617190.581174 + Penalty 12448.116728 = -6604742.464446
  nChanged 765
		SP:Iteration 18Q (12279.060000 sec): 3 clusters
  Score: Raw -6617604.830326 + Penalty 12448.116728 = -6605156.713598
  nChanged 611
		SP:Iteration 19Q (12279.250000 sec): 3 clusters
  Score: Raw -6617898.166376 + Penalty 12448.116728 = -6605450.049648
  nChanged 455
		SP:Iteration 20F (12279.440000 sec): 3 clusters
  Score: Raw -6618069.049255 + Penalty 12448.116728 = -6605620.932527
  nChanged 334
		SP:Iteration 21Q (12279.630000 sec): 3 clusters
  Score: Raw -6618180.562877 + Penalty 12448.116728 = -6605732.446149
  nChanged 273
		SP:Iteration 22Q (12279.820000 sec): 3 clusters
  Score: Raw -6618268.667994 + Penalty 12448.116728 = -6605820.551267
  nChanged 215
		SP:Iteration 23Q (12280.010000 sec): 3 clusters
  Score: Raw -6618329.982250 + Penalty 12448.116728 = -6605881.865522
  nChanged 168
		SP:Iteration 24Q (12280.200000 sec): 3 clusters
  Score: Raw -6618383.694094 + Penalty 12448.116728 = -6605935.577366
  nChanged 162
		SP:Iteration 25Q (12280.380000 sec): 3 clusters
  Score: Raw -6618436.508175 + Penalty 12448.116728 = -6605988.391448
  nChanged 154
		SP:Iteration 26Q (12280.570000 sec): 3 clusters
  Score: Raw -6618492.249798 + Penalty 12448.116728 = -6606044.133070
  nChanged 150
		SP:Iteration 27Q (12280.760000 sec): 3 clusters
  Score: Raw -6618550.732388 + Penalty 12448.116728 = -6606102.615661
  nChanged 164
		SP:Iteration 28Q (12280.950000 sec): 3 clusters
  Score: Raw -6618613.909670 + Penalty 12448.116728 = -6606165.792943
  nChanged 156
		SP:Iteration 29Q (12281.140000 sec): 3 clusters
  Score: Raw -6618664.893146 + Penalty 12448.116728 = -6606216.776418
  nChanged 133
		SP:Iteration 30Q (12281.320000 sec): 3 clusters
  Score: Raw -6618696.495142 + Penalty 12448.116728 = -6606248.378414
  nChanged 89
		SP:Iteration 31Q (12281.500000 sec): 3 clusters
  Score: Raw -6618714.732095 + Penalty 12448.116728 = -6606266.615368
  nChanged 53
		SP:Iteration 32Q (12281.700000 sec): 3 clusters
  Score: Raw -6618724.052525 + Penalty 12448.116728 = -6606275.935797
  nChanged 34
		SP:Iteration 33Q (12281.890000 sec): 3 clusters
  Score: Raw -6618730.588258 + Penalty 12448.116728 = -6606282.471530
  nChanged 32
		SP:Iteration 34Q (12282.080000 sec): 3 clusters
  Score: Raw -6618736.414398 + Penalty 12448.116728 = -6606288.297671
  nChanged 26
		SP:Iteration 35Q (12282.270000 sec): 3 clusters
  Score: Raw -6618740.397144 + Penalty 12448.116728 = -6606292.280417
  nChanged 22
		SP:Iteration 36Q (12282.450000 sec): 3 clusters
  Score: Raw -6618744.697963 + Penalty 12448.116728 = -6606296.581236
  nChanged 28
		SP:Iteration 37Q (12282.640000 sec): 3 clusters
  Score: Raw -6618750.266664 + Penalty 12448.116728 = -6606302.149937
  nChanged 26
		SP:Iteration 38Q (12282.830000 sec): 3 clusters
  Score: Raw -6618754.615359 + Penalty 12448.116728 = -6606306.498631
  nChanged 27
		SP:Iteration 39Q (12283.010000 sec): 3 clusters
  Score: Raw -6618758.673187 + Penalty 12448.116728 = -6606310.556459
  nChanged 24
		SP:Iteration 40F (12283.210000 sec): 3 clusters
  Score: Raw -6618762.341228 + Penalty 12448.116728 = -6606314.224500
  nChanged 24
		SP:Iteration 41Q (12283.400000 sec): 3 clusters
  Score: Raw -6618765.601147 + Penalty 12448.116728 = -6606317.484419
  nChanged 14
		SP:Iteration 42Q (12283.590000 sec): 3 clusters
  Score: Raw -6618767.893525 + Penalty 12448.116728 = -6606319.776797
  nChanged 13
		SP:Iteration 43Q (12283.770000 sec): 3 clusters
  Score: Raw -6618769.556637 + Penalty 12448.116728 = -6606321.439910
  nChanged 9
		SP:Iteration 44Q (12283.960000 sec): 3 clusters
  Score: Raw -6618771.019554 + Penalty 12448.116728 = -6606322.902827
  nChanged 5
		SP:Iteration 45Q (12284.150000 sec): 3 clusters
  Score: Raw -6618772.223400 + Penalty 12448.116728 = -6606324.106673
  nChanged 6
		SP:Iteration 46Q (12284.340000 sec): 3 clusters
  Score: Raw -6618773.287930 + Penalty 12448.116728 = -6606325.171202
  nChanged 6
		SP:Iteration 47Q (12284.530000 sec): 3 clusters
  Score: Raw -6618774.032777 + Penalty 12448.116728 = -6606325.916049
  nChanged 2
		SP:Iteration 48Q (12284.710000 sec): 3 clusters
  Score: Raw -6618774.242800 + Penalty 12448.116728 = -6606326.126072
  nChanged 1
		SP:Iteration 49Q (12284.890000 sec): 3 clusters
  Score: Raw -6618774.338340 + Penalty 12448.116728 = -6606326.221612
  nChanged 2
		SP:Iteration 50Q (12285.080000 sec): 3 clusters
  Score: Raw -6618774.559918 + Penalty 12448.116728 = -6606326.443190
  nChanged 0
		SP:Iteration 51F (12285.270000 sec): 3 clusters
  Score: Raw -6618774.559918 + Penalty 12448.116728 = -6606326.443190
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 13 (419000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12288.000000 sec): 2 clusters
  Score: Raw -110963890.629397 + Penalty 7929.196047 = -110955961.433350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12291.230000 sec): 3 clusters
  Score: Raw -110690319.352780 + Penalty 15858.392094 = -110674460.960686
  nChanged 200825
		SP:Iteration 1F (12294.430000 sec): 3 clusters
  Score: Raw -110806921.872465 + Penalty 15858.392094 = -110791063.480371
  nChanged 10503
		SP:Iteration 2Q (12297.640000 sec): 3 clusters
  Score: Raw -110808794.675520 + Penalty 15858.392094 = -110792936.283426
  nChanged 10937
		SP:Iteration 3Q (12300.880000 sec): 3 clusters
  Score: Raw -110811009.703452 + Penalty 15858.392094 = -110795151.311358
  nChanged 12533
		SP:Iteration 4Q (12304.080000 sec): 3 clusters
  Score: Raw -110814177.950171 + Penalty 15858.392094 = -110798319.558077
  nChanged 15722
		SP:Iteration 5Q (12307.290000 sec): 3 clusters
  Score: Raw -110819610.483962 + Penalty 15858.392094 = -110803752.091868
  nChanged 21150
		SP:Iteration 6F (12310.480000 sec): 3 clusters
  Score: Raw -110829807.195646 + Penalty 15858.392094 = -110813948.803553
  nChanged 28643
		SP:Iteration 7F (12313.670000 sec): 3 clusters
  Score: Raw -110848556.098449 + Penalty 15858.392094 = -110832697.706355
  nChanged 35446
		SP:Iteration 8F (12316.890000 sec): 3 clusters
  Score: Raw -110877812.890410 + Penalty 15858.392094 = -110861954.498316
  nChanged 36562
		SP:Iteration 9F (12320.090000 sec): 3 clusters
  Score: Raw -110912433.196968 + Penalty 15858.392094 = -110896574.804874
  nChanged 28495
		SP:Iteration 10F (12323.290000 sec): 3 clusters
  Score: Raw -110940376.396254 + Penalty 15858.392094 = -110924518.004160
  nChanged 15948
		SP:Iteration 11Q (12326.400000 sec): 3 clusters
  Score: Raw -110955575.170512 + Penalty 15858.392094 = -110939716.778418
  nChanged 6583
		SP:Iteration 12Q (12329.260000 sec): 3 clusters
  Score: Raw -110961606.059344 + Penalty 15858.392094 = -110945747.667250
  nChanged 2021
		SP:Iteration 13Q (12331.710000 sec): 3 clusters
  Score: Raw -110963509.927155 + Penalty 15858.392094 = -110947651.535061
  nChanged 579
		SP:Iteration 14Q (12333.970000 sec): 3 clusters
  Score: Raw -110964119.330920 + Penalty 15858.392094 = -110948260.938826
  nChanged 203
		SP:Iteration 15Q (12336.130000 sec): 3 clusters
  Score: Raw -110964387.228451 + Penalty 15858.392094 = -110948528.836357
  nChanged 93
		SP:Iteration 16Q (12338.280000 sec): 3 clusters
  Score: Raw -110964500.098544 + Penalty 15858.392094 = -110948641.706450
  nChanged 64
		SP:Iteration 17Q (12340.410000 sec): 3 clusters
  Score: Raw -110964588.292560 + Penalty 15858.392094 = -110948729.900467
  nChanged 37
		SP:Iteration 18Q (12342.550000 sec): 3 clusters
  Score: Raw -110964629.203872 + Penalty 15858.392094 = -110948770.811778
  nChanged 12
		SP:Iteration 19Q (12344.700000 sec): 3 clusters
  Score: Raw -110964646.320410 + Penalty 15858.392094 = -110948787.928316
  nChanged 13
		SP:Iteration 20F (12347.900000 sec): 3 clusters
  Score: Raw -110964663.554912 + Penalty 15858.392094 = -110948805.162819
  nChanged 11
		SP:Iteration 21Q (12350.040000 sec): 3 clusters
  Score: Raw -110964677.683302 + Penalty 15858.392094 = -110948819.291208
  nChanged 6
		SP:Iteration 22Q (12352.170000 sec): 3 clusters
  Score: Raw -110964684.047548 + Penalty 15858.392094 = -110948825.655455
  nChanged 3
		SP:Iteration 23Q (12354.290000 sec): 3 clusters
  Score: Raw -110964687.591228 + Penalty 15858.392094 = -110948829.199135
  nChanged 4
		SP:Iteration 24Q (12356.400000 sec): 3 clusters
  Score: Raw -110964691.312096 + Penalty 15858.392094 = -110948832.920002
  nChanged 2
		SP:Iteration 25Q (12358.500000 sec): 3 clusters
  Score: Raw -110964693.958760 + Penalty 15858.392094 = -110948835.566666
  nChanged 1
		SP:Iteration 26Q (12360.640000 sec): 3 clusters
  Score: Raw -110964695.421769 + Penalty 15858.392094 = -110948837.029675
  nChanged 2
		SP:Iteration 27Q (12362.740000 sec): 3 clusters
  Score: Raw -110964698.835961 + Penalty 15858.392094 = -110948840.443867
  nChanged 2
		SP:Iteration 28Q (12364.850000 sec): 3 clusters
  Score: Raw -110964701.203760 + Penalty 15858.392094 = -110948842.811666
  nChanged 1
		SP:Iteration 29Q (12366.980000 sec): 3 clusters
  Score: Raw -110964702.522102 + Penalty 15858.392094 = -110948844.130009
  nChanged 1
		SP:Iteration 30Q (12369.130000 sec): 3 clusters
  Score: Raw -110964703.990779 + Penalty 15858.392094 = -110948845.598686
  nChanged 0
		SP:Iteration 31F (12372.330000 sec): 3 clusters
  Score: Raw -110964703.990779 + Penalty 15858.392094 = -110948845.598686
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 14 (22078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12372.730000 sec): 2 clusters
  Score: Raw -5880411.135669 + Penalty 6126.431361 = -5874284.704307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12372.890000 sec): 3 clusters
  Score: Raw -5868735.195363 + Penalty 12252.862723 = -5856482.332640
  nChanged 9049
		SP:Iteration 1F (12373.060000 sec): 3 clusters
  Score: Raw -5873558.164052 + Penalty 12252.862723 = -5861305.301329
  nChanged 1498
		SP:Iteration 2F (12373.230000 sec): 3 clusters
  Score: Raw -5874296.513215 + Penalty 12252.862723 = -5862043.650492
  nChanged 1136
		SP:Iteration 3F (12373.400000 sec): 3 clusters
  Score: Raw -5874851.574662 + Penalty 12252.862723 = -5862598.711939
  nChanged 988
		SP:Iteration 4Q (12373.580000 sec): 3 clusters
  Score: Raw -5875337.424929 + Penalty 12252.862723 = -5863084.562206
  nChanged 909
		SP:Iteration 5Q (12373.740000 sec): 3 clusters
  Score: Raw -5875822.084169 + Penalty 12252.862723 = -5863569.221446
  nChanged 921
		SP:Iteration 6Q (12373.920000 sec): 3 clusters
  Score: Raw -5876359.816636 + Penalty 12252.862723 = -5864106.953913
  nChanged 962
		SP:Iteration 7Q (12374.080000 sec): 3 clusters
  Score: Raw -5876917.189132 + Penalty 12252.862723 = -5864664.326409
  nChanged 981
		SP:Iteration 8Q (12374.250000 sec): 3 clusters
  Score: Raw -5877536.739483 + Penalty 12252.862723 = -5865283.876760
  nChanged 1031
		SP:Iteration 9Q (12374.410000 sec): 3 clusters
  Score: Raw -5878163.232134 + Penalty 12252.862723 = -5865910.369411
  nChanged 1018
		SP:Iteration 10Q (12374.580000 sec): 3 clusters
  Score: Raw -5878753.260459 + Penalty 12252.862723 = -5866500.397736
  nChanged 877
		SP:Iteration 11Q (12374.740000 sec): 3 clusters
  Score: Raw -5879202.236235 + Penalty 12252.862723 = -5866949.373513
  nChanged 722
		SP:Iteration 12Q (12374.910000 sec): 3 clusters
  Score: Raw -5879561.298341 + Penalty 12252.862723 = -5867308.435619
  nChanged 642
		SP:Iteration 13Q (12375.080000 sec): 3 clusters
  Score: Raw -5879850.698897 + Penalty 12252.862723 = -5867597.836174
  nChanged 523
		SP:Iteration 14Q (12375.240000 sec): 3 clusters
  Score: Raw -5880088.298445 + Penalty 12252.862723 = -5867835.435722
  nChanged 471
		SP:Iteration 15Q (12375.400000 sec): 3 clusters
  Score: Raw -5880295.238123 + Penalty 12252.862723 = -5868042.375400
  nChanged 434
		SP:Iteration 16Q (12375.570000 sec): 3 clusters
  Score: Raw -5880480.194563 + Penalty 12252.862723 = -5868227.331840
  nChanged 363
		SP:Iteration 17Q (12375.730000 sec): 3 clusters
  Score: Raw -5880648.296672 + Penalty 12252.862723 = -5868395.433949
  nChanged 382
		SP:Iteration 18Q (12375.900000 sec): 3 clusters
  Score: Raw -5880826.207314 + Penalty 12252.862723 = -5868573.344591
  nChanged 362
		SP:Iteration 19Q (12376.060000 sec): 3 clusters
  Score: Raw -5880990.952795 + Penalty 12252.862723 = -5868738.090073
  nChanged 306
		SP:Iteration 20F (12376.230000 sec): 3 clusters
  Score: Raw -5881118.536754 + Penalty 12252.862723 = -5868865.674031
  nChanged 287
		SP:Iteration 21Q (12376.400000 sec): 3 clusters
  Score: Raw -5881219.767637 + Penalty 12252.862723 = -5868966.904914
  nChanged 223
		SP:Iteration 22Q (12376.560000 sec): 3 clusters
  Score: Raw -5881287.267645 + Penalty 12252.862723 = -5869034.404922
  nChanged 177
		SP:Iteration 23Q (12376.720000 sec): 3 clusters
  Score: Raw -5881339.786439 + Penalty 12252.862723 = -5869086.923716
  nChanged 159
		SP:Iteration 24Q (12376.890000 sec): 3 clusters
  Score: Raw -5881386.255998 + Penalty 12252.862723 = -5869133.393276
  nChanged 125
		SP:Iteration 25Q (12377.060000 sec): 3 clusters
  Score: Raw -5881419.813408 + Penalty 12252.862723 = -5869166.950685
  nChanged 111
		SP:Iteration 26Q (12377.220000 sec): 3 clusters
  Score: Raw -5881446.012705 + Penalty 12252.862723 = -5869193.149982
  nChanged 71
		SP:Iteration 27Q (12377.380000 sec): 3 clusters
  Score: Raw -5881460.935305 + Penalty 12252.862723 = -5869208.072582
  nChanged 55
		SP:Iteration 28Q (12377.550000 sec): 3 clusters
  Score: Raw -5881473.502397 + Penalty 12252.862723 = -5869220.639675
  nChanged 52
		SP:Iteration 29Q (12377.720000 sec): 3 clusters
  Score: Raw -5881485.144960 + Penalty 12252.862723 = -5869232.282237
  nChanged 55
		SP:Iteration 30Q (12377.880000 sec): 3 clusters
  Score: Raw -5881496.514442 + Penalty 12252.862723 = -5869243.651719
  nChanged 50
		SP:Iteration 31Q (12378.040000 sec): 3 clusters
  Score: Raw -5881507.435926 + Penalty 12252.862723 = -5869254.573203
  nChanged 41
		SP:Iteration 32Q (12378.210000 sec): 3 clusters
  Score: Raw -5881516.103564 + Penalty 12252.862723 = -5869263.240841
  nChanged 35
		SP:Iteration 33Q (12378.370000 sec): 3 clusters
  Score: Raw -5881524.688446 + Penalty 12252.862723 = -5869271.825723
  nChanged 38
		SP:Iteration 34Q (12378.540000 sec): 3 clusters
  Score: Raw -5881533.046655 + Penalty 12252.862723 = -5869280.183932
  nChanged 34
		SP:Iteration 35Q (12378.700000 sec): 3 clusters
  Score: Raw -5881539.647884 + Penalty 12252.862723 = -5869286.785161
  nChanged 22
		SP:Iteration 36Q (12378.860000 sec): 3 clusters
  Score: Raw -5881544.612841 + Penalty 12252.862723 = -5869291.750118
  nChanged 25
		SP:Iteration 37Q (12379.030000 sec): 3 clusters
  Score: Raw -5881549.994501 + Penalty 12252.862723 = -5869297.131778
  nChanged 29
		SP:Iteration 38Q (12379.200000 sec): 3 clusters
  Score: Raw -5881556.378153 + Penalty 12252.862723 = -5869303.515430
  nChanged 26
		SP:Iteration 39Q (12379.360000 sec): 3 clusters
  Score: Raw -5881561.741380 + Penalty 12252.862723 = -5869308.878657
  nChanged 25
		SP:Iteration 40F (12379.530000 sec): 3 clusters
  Score: Raw -5881567.227455 + Penalty 12252.862723 = -5869314.364732
  nChanged 24
		SP:Iteration 41Q (12379.700000 sec): 3 clusters
  Score: Raw -5881572.808165 + Penalty 12252.862723 = -5869319.945443
  nChanged 24
		SP:Iteration 42Q (12379.860000 sec): 3 clusters
  Score: Raw -5881578.799202 + Penalty 12252.862723 = -5869325.936479
  nChanged 25
		SP:Iteration 43Q (12380.030000 sec): 3 clusters
  Score: Raw -5881585.029971 + Penalty 12252.862723 = -5869332.167248
  nChanged 24
		SP:Iteration 44Q (12380.200000 sec): 3 clusters
  Score: Raw -5881589.908370 + Penalty 12252.862723 = -5869337.045647
  nChanged 26
		SP:Iteration 45Q (12380.360000 sec): 3 clusters
  Score: Raw -5881595.468573 + Penalty 12252.862723 = -5869342.605851
  nChanged 27
		SP:Iteration 46Q (12380.530000 sec): 3 clusters
  Score: Raw -5881600.233278 + Penalty 12252.862723 = -5869347.370555
  nChanged 25
		SP:Iteration 47Q (12380.690000 sec): 3 clusters
  Score: Raw -5881604.453489 + Penalty 12252.862723 = -5869351.590766
  nChanged 21
		SP:Iteration 48Q (12380.860000 sec): 3 clusters
  Score: Raw -5881608.307280 + Penalty 12252.862723 = -5869355.444557
  nChanged 16
		SP:Iteration 49Q (12381.030000 sec): 3 clusters
  Score: Raw -5881610.979535 + Penalty 12252.862723 = -5869358.116812
  nChanged 4
		SP:Iteration 50Q (12381.190000 sec): 3 clusters
  Score: Raw -5881611.797359 + Penalty 12252.862723 = -5869358.934636
  nChanged 5
		SP:Iteration 51Q (12381.360000 sec): 3 clusters
  Score: Raw -5881612.541276 + Penalty 12252.862723 = -5869359.678554
  nChanged 4
		SP:Iteration 52Q (12381.520000 sec): 3 clusters
  Score: Raw -5881613.051765 + Penalty 12252.862723 = -5869360.189042
  nChanged 1
		SP:Iteration 53Q (12381.690000 sec): 3 clusters
  Score: Raw -5881613.371383 + Penalty 12252.862723 = -5869360.508660
  nChanged 2
		SP:Iteration 54Q (12381.850000 sec): 3 clusters
  Score: Raw -5881613.711291 + Penalty 12252.862723 = -5869360.848568
  nChanged 2
		SP:Iteration 55Q (12382.020000 sec): 3 clusters
  Score: Raw -5881614.064470 + Penalty 12252.862723 = -5869361.201747
  nChanged 3
		SP:Iteration 56Q (12382.190000 sec): 3 clusters
  Score: Raw -5881614.735135 + Penalty 12252.862723 = -5869361.872412
  nChanged 1
		SP:Iteration 57Q (12382.350000 sec): 3 clusters
  Score: Raw -5881615.002538 + Penalty 12252.862723 = -5869362.139815
  nChanged 1
		SP:Iteration 58Q (12382.520000 sec): 3 clusters
  Score: Raw -5881615.147820 + Penalty 12252.862723 = -5869362.285097
  nChanged 0
		SP:Iteration 59F (12382.690000 sec): 3 clusters
  Score: Raw -5881615.147820 + Penalty 12252.862723 = -5869362.285097
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 15 (16247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12382.790000 sec): 2 clusters
  Score: Raw -4306836.137951 + Penalty 5938.593928 = -4300897.544024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12382.920000 sec): 3 clusters
  Score: Raw -4298652.348777 + Penalty 11877.187855 = -4286775.160921
  nChanged 6428
		SP:Iteration 1F (12383.040000 sec): 3 clusters
  Score: Raw -4302268.526814 + Penalty 11877.187855 = -4290391.338959
  nChanged 1265
		SP:Iteration 2F (12383.170000 sec): 3 clusters
  Score: Raw -4303111.279110 + Penalty 11877.187855 = -4291234.091254
  nChanged 1066
		SP:Iteration 3F (12383.290000 sec): 3 clusters
  Score: Raw -4303911.265432 + Penalty 11877.187855 = -4292034.077577
  nChanged 973
		SP:Iteration 4F (12383.410000 sec): 3 clusters
  Score: Raw -4304764.934373 + Penalty 11877.187855 = -4292887.746517
  nChanged 1032
		SP:Iteration 5F (12383.540000 sec): 3 clusters
  Score: Raw -4305797.963745 + Penalty 11877.187855 = -4293920.775890
  nChanged 1056
		SP:Iteration 6F (12383.660000 sec): 3 clusters
  Score: Raw -4306771.322452 + Penalty 11877.187855 = -4294894.134596
  nChanged 916
		SP:Iteration 7F (12383.790000 sec): 3 clusters
  Score: Raw -4307496.557458 + Penalty 11877.187855 = -4295619.369602
  nChanged 719
		SP:Iteration 8Q (12383.910000 sec): 3 clusters
  Score: Raw -4307960.036418 + Penalty 11877.187855 = -4296082.848563
  nChanged 532
		SP:Iteration 9Q (12384.030000 sec): 3 clusters
  Score: Raw -4308274.807385 + Penalty 11877.187855 = -4296397.619529
  nChanged 402
		SP:Iteration 10Q (12384.150000 sec): 3 clusters
  Score: Raw -4308461.849397 + Penalty 11877.187855 = -4296584.661542
  nChanged 259
		SP:Iteration 11Q (12384.270000 sec): 3 clusters
  Score: Raw -4308558.712583 + Penalty 11877.187855 = -4296681.524728
  nChanged 159
		SP:Iteration 12Q (12384.390000 sec): 3 clusters
  Score: Raw -4308611.617826 + Penalty 11877.187855 = -4296734.429971
  nChanged 117
		SP:Iteration 13Q (12384.510000 sec): 3 clusters
  Score: Raw -4308646.025065 + Penalty 11877.187855 = -4296768.837209
  nChanged 76
		SP:Iteration 14Q (12384.630000 sec): 3 clusters
  Score: Raw -4308666.893239 + Penalty 11877.187855 = -4296789.705384
  nChanged 55
		SP:Iteration 15Q (12384.750000 sec): 3 clusters
  Score: Raw -4308682.607436 + Penalty 11877.187855 = -4296805.419581
  nChanged 52
		SP:Iteration 16Q (12384.870000 sec): 3 clusters
  Score: Raw -4308697.197751 + Penalty 11877.187855 = -4296820.009896
  nChanged 49
		SP:Iteration 17Q (12384.990000 sec): 3 clusters
  Score: Raw -4308712.248582 + Penalty 11877.187855 = -4296835.060727
  nChanged 42
		SP:Iteration 18Q (12385.110000 sec): 3 clusters
  Score: Raw -4308723.854628 + Penalty 11877.187855 = -4296846.666773
  nChanged 30
		SP:Iteration 19Q (12385.230000 sec): 3 clusters
  Score: Raw -4308730.160032 + Penalty 11877.187855 = -4296852.972177
  nChanged 22
		SP:Iteration 20F (12385.360000 sec): 3 clusters
  Score: Raw -4308735.101634 + Penalty 11877.187855 = -4296857.913779
  nChanged 17
		SP:Iteration 21Q (12385.480000 sec): 3 clusters
  Score: Raw -4308739.305645 + Penalty 11877.187855 = -4296862.117789
  nChanged 16
		SP:Iteration 22Q (12385.600000 sec): 3 clusters
  Score: Raw -4308742.823146 + Penalty 11877.187855 = -4296865.635290
  nChanged 12
		SP:Iteration 23Q (12385.720000 sec): 3 clusters
  Score: Raw -4308744.949156 + Penalty 11877.187855 = -4296867.761300
  nChanged 4
		SP:Iteration 24Q (12385.840000 sec): 3 clusters
  Score: Raw -4308745.666822 + Penalty 11877.187855 = -4296868.478967
  nChanged 4
		SP:Iteration 25Q (12385.960000 sec): 3 clusters
  Score: Raw -4308746.454492 + Penalty 11877.187855 = -4296869.266637
  nChanged 3
		SP:Iteration 26Q (12386.080000 sec): 3 clusters
  Score: Raw -4308747.010931 + Penalty 11877.187855 = -4296869.823076
  nChanged 1
		SP:Iteration 27Q (12386.200000 sec): 3 clusters
  Score: Raw -4308747.124221 + Penalty 11877.187855 = -4296869.936366
  nChanged 1
		SP:Iteration 28Q (12386.320000 sec): 3 clusters
  Score: Raw -4308747.475857 + Penalty 11877.187855 = -4296870.288001
  nChanged 3
		SP:Iteration 29Q (12386.440000 sec): 3 clusters
  Score: Raw -4308747.887066 + Penalty 11877.187855 = -4296870.699211
  nChanged 5
		SP:Iteration 30Q (12386.560000 sec): 3 clusters
  Score: Raw -4308748.814402 + Penalty 11877.187855 = -4296871.626546
  nChanged 6
		SP:Iteration 31Q (12386.680000 sec): 3 clusters
  Score: Raw -4308750.363786 + Penalty 11877.187855 = -4296873.175931
  nChanged 10
		SP:Iteration 32Q (12386.810000 sec): 3 clusters
  Score: Raw -4308752.139696 + Penalty 11877.187855 = -4296874.951841
  nChanged 9
		SP:Iteration 33Q (12386.930000 sec): 3 clusters
  Score: Raw -4308753.988632 + Penalty 11877.187855 = -4296876.800777
  nChanged 11
		SP:Iteration 34Q (12387.050000 sec): 3 clusters
  Score: Raw -4308756.594214 + Penalty 11877.187855 = -4296879.406359
  nChanged 9
		SP:Iteration 35Q (12387.170000 sec): 3 clusters
  Score: Raw -4308758.465086 + Penalty 11877.187855 = -4296881.277230
  nChanged 11
		SP:Iteration 36Q (12387.290000 sec): 3 clusters
  Score: Raw -4308761.421255 + Penalty 11877.187855 = -4296884.233399
  nChanged 12
		SP:Iteration 37Q (12387.410000 sec): 3 clusters
  Score: Raw -4308764.046937 + Penalty 11877.187855 = -4296886.859082
  nChanged 10
		SP:Iteration 38Q (12387.530000 sec): 3 clusters
  Score: Raw -4308766.246139 + Penalty 11877.187855 = -4296889.058284
  nChanged 7
		SP:Iteration 39Q (12387.650000 sec): 3 clusters
  Score: Raw -4308767.879558 + Penalty 11877.187855 = -4296890.691702
  nChanged 9
		SP:Iteration 40F (12387.770000 sec): 3 clusters
  Score: Raw -4308769.726176 + Penalty 11877.187855 = -4296892.538321
  nChanged 10
		SP:Iteration 41Q (12387.890000 sec): 3 clusters
  Score: Raw -4308772.534498 + Penalty 11877.187855 = -4296895.346643
  nChanged 7
		SP:Iteration 42Q (12388.020000 sec): 3 clusters
  Score: Raw -4308774.279726 + Penalty 11877.187855 = -4296897.091871
  nChanged 4
		SP:Iteration 43Q (12388.140000 sec): 3 clusters
  Score: Raw -4308775.139126 + Penalty 11877.187855 = -4296897.951271
  nChanged 6
		SP:Iteration 44Q (12388.260000 sec): 3 clusters
  Score: Raw -4308776.349078 + Penalty 11877.187855 = -4296899.161222
  nChanged 5
		SP:Iteration 45Q (12388.380000 sec): 3 clusters
  Score: Raw -4308777.070443 + Penalty 11877.187855 = -4296899.882587
  nChanged 5
		SP:Iteration 46Q (12388.500000 sec): 3 clusters
  Score: Raw -4308778.182349 + Penalty 11877.187855 = -4296900.994494
  nChanged 1
		SP:Iteration 47Q (12388.620000 sec): 3 clusters
  Score: Raw -4308778.347179 + Penalty 11877.187855 = -4296901.159323
  nChanged 2
		SP:Iteration 48Q (12388.740000 sec): 3 clusters
  Score: Raw -4308779.046642 + Penalty 11877.187855 = -4296901.858787
  nChanged 3
		SP:Iteration 49Q (12388.860000 sec): 3 clusters
  Score: Raw -4308779.624997 + Penalty 11877.187855 = -4296902.437142
  nChanged 3
		SP:Iteration 50Q (12388.980000 sec): 3 clusters
  Score: Raw -4308780.192518 + Penalty 11877.187855 = -4296903.004662
  nChanged 1
		SP:Iteration 51Q (12389.100000 sec): 3 clusters
  Score: Raw -4308780.392688 + Penalty 11877.187855 = -4296903.204833
  nChanged 1
		SP:Iteration 52Q (12389.230000 sec): 3 clusters
  Score: Raw -4308780.522200 + Penalty 11877.187855 = -4296903.334345
  nChanged 0
		SP:Iteration 53F (12389.350000 sec): 3 clusters
  Score: Raw -4308780.522200 + Penalty 11877.187855 = -4296903.334345
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 16 (80660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12389.910000 sec): 2 clusters
  Score: Raw -21464450.980172 + Penalty 6920.023817 = -21457530.956356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12390.530000 sec): 3 clusters
  Score: Raw -21416015.738688 + Penalty 13840.047634 = -21402175.691054
  nChanged 36176
		SP:Iteration 1F (12391.150000 sec): 3 clusters
  Score: Raw -21435661.668396 + Penalty 13840.047634 = -21421821.620762
  nChanged 3554
		SP:Iteration 2Q (12391.780000 sec): 3 clusters
  Score: Raw -21436726.841116 + Penalty 13840.047634 = -21422886.793482
  nChanged 3258
		SP:Iteration 3Q (12392.400000 sec): 3 clusters
  Score: Raw -21437779.301848 + Penalty 13840.047634 = -21423939.254214
  nChanged 3299
		SP:Iteration 4Q (12393.010000 sec): 3 clusters
  Score: Raw -21438971.641767 + Penalty 13840.047634 = -21425131.594133
  nChanged 3410
		SP:Iteration 5Q (12393.630000 sec): 3 clusters
  Score: Raw -21440479.074207 + Penalty 13840.047634 = -21426639.026573
  nChanged 3938
		SP:Iteration 6Q (12394.250000 sec): 3 clusters
  Score: Raw -21442671.186421 + Penalty 13840.047634 = -21428831.138787
  nChanged 4877
		SP:Iteration 7F (12394.870000 sec): 3 clusters
  Score: Raw -21445815.687737 + Penalty 13840.047634 = -21431975.640103
  nChanged 5520
		SP:Iteration 8F (12395.490000 sec): 3 clusters
  Score: Raw -21449714.401856 + Penalty 13840.047634 = -21435874.354222
  nChanged 5522
		SP:Iteration 9F (12396.100000 sec): 3 clusters
  Score: Raw -21453589.362262 + Penalty 13840.047634 = -21439749.314629
  nChanged 4721
		SP:Iteration 10F (12396.720000 sec): 3 clusters
  Score: Raw -21456817.772973 + Penalty 13840.047634 = -21442977.725339
  nChanged 3896
		SP:Iteration 11Q (12397.340000 sec): 3 clusters
  Score: Raw -21459736.605317 + Penalty 13840.047634 = -21445896.557683
  nChanged 3273
		SP:Iteration 12Q (12397.950000 sec): 3 clusters
  Score: Raw -21462619.765369 + Penalty 13840.047634 = -21448779.717736
  nChanged 2808
		SP:Iteration 13Q (12398.560000 sec): 3 clusters
  Score: Raw -21465495.343382 + Penalty 13840.047634 = -21451655.295748
  nChanged 2341
		SP:Iteration 14Q (12399.150000 sec): 3 clusters
  Score: Raw -21467791.883435 + Penalty 13840.047634 = -21453951.835801
  nChanged 1788
		SP:Iteration 15Q (12399.710000 sec): 3 clusters
  Score: Raw -21469247.601188 + Penalty 13840.047634 = -21455407.553554
  nChanged 1228
		SP:Iteration 16Q (12400.250000 sec): 3 clusters
  Score: Raw -21470063.995673 + Penalty 13840.047634 = -21456223.948039
  nChanged 802
		SP:Iteration 17Q (12400.770000 sec): 3 clusters
  Score: Raw -21470457.792448 + Penalty 13840.047634 = -21456617.744814
  nChanged 542
		SP:Iteration 18Q (12401.280000 sec): 3 clusters
  Score: Raw -21470654.816870 + Penalty 13840.047634 = -21456814.769236
  nChanged 399
		SP:Iteration 19Q (12401.780000 sec): 3 clusters
  Score: Raw -21470775.434974 + Penalty 13840.047634 = -21456935.387340
  nChanged 292
		SP:Iteration 20F (12402.390000 sec): 3 clusters
  Score: Raw -21470850.214689 + Penalty 13840.047634 = -21457010.167055
  nChanged 233
		SP:Iteration 21Q (12402.890000 sec): 3 clusters
  Score: Raw -21470897.810170 + Penalty 13840.047634 = -21457057.762536
  nChanged 174
		SP:Iteration 22Q (12403.380000 sec): 3 clusters
  Score: Raw -21470929.938111 + Penalty 13840.047634 = -21457089.890478
  nChanged 133
		SP:Iteration 23Q (12403.870000 sec): 3 clusters
  Score: Raw -21470949.579483 + Penalty 13840.047634 = -21457109.531849
  nChanged 93
		SP:Iteration 24Q (12404.360000 sec): 3 clusters
  Score: Raw -21470961.512087 + Penalty 13840.047634 = -21457121.464454
  nChanged 67
		SP:Iteration 25Q (12404.850000 sec): 3 clusters
  Score: Raw -21470970.134676 + Penalty 13840.047634 = -21457130.087042
  nChanged 65
		SP:Iteration 26Q (12405.350000 sec): 3 clusters
  Score: Raw -21470977.653241 + Penalty 13840.047634 = -21457137.605607
  nChanged 51
		SP:Iteration 27Q (12405.840000 sec): 3 clusters
  Score: Raw -21470982.966103 + Penalty 13840.047634 = -21457142.918469
  nChanged 39
		SP:Iteration 28Q (12406.330000 sec): 3 clusters
  Score: Raw -21470987.185706 + Penalty 13840.047634 = -21457147.138073
  nChanged 34
		SP:Iteration 29Q (12406.830000 sec): 3 clusters
  Score: Raw -21470990.446949 + Penalty 13840.047634 = -21457150.399315
  nChanged 21
		SP:Iteration 30Q (12407.320000 sec): 3 clusters
  Score: Raw -21470992.106872 + Penalty 13840.047634 = -21457152.059238
  nChanged 13
		SP:Iteration 31Q (12407.820000 sec): 3 clusters
  Score: Raw -21470993.217891 + Penalty 13840.047634 = -21457153.170258
  nChanged 14
		SP:Iteration 32Q (12408.310000 sec): 3 clusters
  Score: Raw -21470994.144564 + Penalty 13840.047634 = -21457154.096930
  nChanged 11
		SP:Iteration 33Q (12408.800000 sec): 3 clusters
  Score: Raw -21470994.843386 + Penalty 13840.047634 = -21457154.795752
  nChanged 6
		SP:Iteration 34Q (12409.290000 sec): 3 clusters
  Score: Raw -21470995.192479 + Penalty 13840.047634 = -21457155.144845
  nChanged 5
		SP:Iteration 35Q (12409.790000 sec): 3 clusters
  Score: Raw -21470995.516153 + Penalty 13840.047634 = -21457155.468519
  nChanged 6
		SP:Iteration 36Q (12410.290000 sec): 3 clusters
  Score: Raw -21470995.803458 + Penalty 13840.047634 = -21457155.755824
  nChanged 2
		SP:Iteration 37Q (12410.780000 sec): 3 clusters
  Score: Raw -21470995.933067 + Penalty 13840.047634 = -21457155.885433
  nChanged 3
		SP:Iteration 38Q (12411.280000 sec): 3 clusters
  Score: Raw -21470996.152114 + Penalty 13840.047634 = -21457156.104480
  nChanged 2
		SP:Iteration 39Q (12411.770000 sec): 3 clusters
  Score: Raw -21470996.315918 + Penalty 13840.047634 = -21457156.268284
  nChanged 0
		SP:Iteration 40F (12412.400000 sec): 3 clusters
  Score: Raw -21470996.315918 + Penalty 13840.047634 = -21457156.268284
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 17 (219481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12413.820000 sec): 2 clusters
  Score: Raw -58526897.695810 + Penalty 7533.150330 = -58519364.545480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12415.530000 sec): 3 clusters
  Score: Raw -58387365.794593 + Penalty 15066.300661 = -58372299.493932
  nChanged 103093
		SP:Iteration 1F (12417.220000 sec): 3 clusters
  Score: Raw -58445940.836160 + Penalty 15066.300661 = -58430874.535499
  nChanged 6805
		SP:Iteration 2Q (12418.930000 sec): 3 clusters
  Score: Raw -58447472.499801 + Penalty 15066.300661 = -58432406.199141
  nChanged 6779
		SP:Iteration 3Q (12420.640000 sec): 3 clusters
  Score: Raw -58449157.470978 + Penalty 15066.300661 = -58434091.170318
  nChanged 7167
		SP:Iteration 4Q (12422.340000 sec): 3 clusters
  Score: Raw -58451241.192083 + Penalty 15066.300661 = -58436174.891423
  nChanged 7794
		SP:Iteration 5Q (12424.030000 sec): 3 clusters
  Score: Raw -58453926.373566 + Penalty 15066.300661 = -58438860.072906
  nChanged 9093
		SP:Iteration 6Q (12425.710000 sec): 3 clusters
  Score: Raw -58457596.261260 + Penalty 15066.300661 = -58442529.960599
  nChanged 10215
		SP:Iteration 7Q (12427.400000 sec): 3 clusters
  Score: Raw -58462308.644027 + Penalty 15066.300661 = -58447242.343367
  nChanged 11356
		SP:Iteration 8F (12429.080000 sec): 3 clusters
  Score: Raw -58468067.683506 + Penalty 15066.300661 = -58453001.382845
  nChanged 11944
		SP:Iteration 9F (12430.760000 sec): 3 clusters
  Score: Raw -58474603.648948 + Penalty 15066.300661 = -58459537.348287
  nChanged 12066
		SP:Iteration 10F (12432.430000 sec): 3 clusters
  Score: Raw -58481453.324168 + Penalty 15066.300661 = -58466387.023507
  nChanged 11533
		SP:Iteration 11F (12434.100000 sec): 3 clusters
  Score: Raw -58488032.344061 + Penalty 15066.300661 = -58472966.043400
  nChanged 10741
		SP:Iteration 12Q (12435.770000 sec): 3 clusters
  Score: Raw -58494217.839571 + Penalty 15066.300661 = -58479151.538910
  nChanged 10127
		SP:Iteration 13Q (12437.420000 sec): 3 clusters
  Score: Raw -58500051.702513 + Penalty 15066.300661 = -58484985.401852
  nChanged 9398
		SP:Iteration 14Q (12439.040000 sec): 3 clusters
  Score: Raw -58505347.357012 + Penalty 15066.300661 = -58490281.056352
  nChanged 8431
		SP:Iteration 15Q (12440.640000 sec): 3 clusters
  Score: Raw -58509928.628345 + Penalty 15066.300661 = -58494862.327684
  nChanged 7420
		SP:Iteration 16Q (12442.200000 sec): 3 clusters
  Score: Raw -58513847.609427 + Penalty 15066.300661 = -58498781.308766
  nChanged 6491
		SP:Iteration 17Q (12443.710000 sec): 3 clusters
  Score: Raw -58517281.352413 + Penalty 15066.300661 = -58502215.051753
  nChanged 5482
		SP:Iteration 18Q (12445.160000 sec): 3 clusters
  Score: Raw -58520103.400184 + Penalty 15066.300661 = -58505037.099523
  nChanged 4420
		SP:Iteration 19Q (12446.570000 sec): 3 clusters
  Score: Raw -58522312.060679 + Penalty 15066.300661 = -58507245.760018
  nChanged 3487
		SP:Iteration 20F (12448.250000 sec): 3 clusters
  Score: Raw -58523992.473584 + Penalty 15066.300661 = -58508926.172923
  nChanged 2691
		SP:Iteration 21Q (12449.570000 sec): 3 clusters
  Score: Raw -58525275.397028 + Penalty 15066.300661 = -58510209.096368
  nChanged 1989
		SP:Iteration 22Q (12450.870000 sec): 3 clusters
  Score: Raw -58526202.821994 + Penalty 15066.300661 = -58511136.521334
  nChanged 1492
		SP:Iteration 23Q (12452.140000 sec): 3 clusters
  Score: Raw -58526885.801973 + Penalty 15066.300661 = -58511819.501313
  nChanged 1089
		SP:Iteration 24Q (12453.390000 sec): 3 clusters
  Score: Raw -58527356.030051 + Penalty 15066.300661 = -58512289.729391
  nChanged 805
		SP:Iteration 25Q (12454.620000 sec): 3 clusters
  Score: Raw -58527703.530082 + Penalty 15066.300661 = -58512637.229421
  nChanged 639
		SP:Iteration 26Q (12455.840000 sec): 3 clusters
  Score: Raw -58527969.172083 + Penalty 15066.300661 = -58512902.871423
  nChanged 480
		SP:Iteration 27Q (12457.050000 sec): 3 clusters
  Score: Raw -58528177.975680 + Penalty 15066.300661 = -58513111.675019
  nChanged 423
		SP:Iteration 28Q (12458.270000 sec): 3 clusters
  Score: Raw -58528350.754197 + Penalty 15066.300661 = -58513284.453537
  nChanged 346
		SP:Iteration 29Q (12459.460000 sec): 3 clusters
  Score: Raw -58528476.101049 + Penalty 15066.300661 = -58513409.800389
  nChanged 273
		SP:Iteration 30Q (12460.650000 sec): 3 clusters
  Score: Raw -58528575.090352 + Penalty 15066.300661 = -58513508.789691
  nChanged 234
		SP:Iteration 31Q (12461.840000 sec): 3 clusters
  Score: Raw -58528665.556788 + Penalty 15066.300661 = -58513599.256127
  nChanged 227
		SP:Iteration 32Q (12463.030000 sec): 3 clusters
  Score: Raw -58528750.875372 + Penalty 15066.300661 = -58513684.574712
  nChanged 205
		SP:Iteration 33Q (12464.210000 sec): 3 clusters
  Score: Raw -58528821.690888 + Penalty 15066.300661 = -58513755.390227
  nChanged 159
		SP:Iteration 34Q (12465.380000 sec): 3 clusters
  Score: Raw -58528876.314449 + Penalty 15066.300661 = -58513810.013788
  nChanged 155
		SP:Iteration 35Q (12466.560000 sec): 3 clusters
  Score: Raw -58528935.322568 + Penalty 15066.300661 = -58513869.021907
  nChanged 144
		SP:Iteration 36Q (12467.740000 sec): 3 clusters
  Score: Raw -58528992.508535 + Penalty 15066.300661 = -58513926.207874
  nChanged 140
		SP:Iteration 37Q (12468.910000 sec): 3 clusters
  Score: Raw -58529049.629314 + Penalty 15066.300661 = -58513983.328654
  nChanged 147
		SP:Iteration 38Q (12470.080000 sec): 3 clusters
  Score: Raw -58529117.568528 + Penalty 15066.300661 = -58514051.267868
  nChanged 135
		SP:Iteration 39Q (12471.250000 sec): 3 clusters
  Score: Raw -58529177.976369 + Penalty 15066.300661 = -58514111.675708
  nChanged 128
		SP:Iteration 40F (12472.920000 sec): 3 clusters
  Score: Raw -58529226.624968 + Penalty 15066.300661 = -58514160.324308
  nChanged 117
		SP:Iteration 41Q (12474.110000 sec): 3 clusters
  Score: Raw -58529274.274704 + Penalty 15066.300661 = -58514207.974043
  nChanged 115
		SP:Iteration 42Q (12475.280000 sec): 3 clusters
  Score: Raw -58529318.996938 + Penalty 15066.300661 = -58514252.696278
  nChanged 105
		SP:Iteration 43Q (12476.460000 sec): 3 clusters
  Score: Raw -58529355.116147 + Penalty 15066.300661 = -58514288.815487
  nChanged 72
		SP:Iteration 44Q (12477.630000 sec): 3 clusters
  Score: Raw -58529378.716768 + Penalty 15066.300661 = -58514312.416107
  nChanged 68
		SP:Iteration 45Q (12478.810000 sec): 3 clusters
  Score: Raw -58529397.643023 + Penalty 15066.300661 = -58514331.342362
  nChanged 58
		SP:Iteration 46Q (12479.980000 sec): 3 clusters
  Score: Raw -58529413.471817 + Penalty 15066.300661 = -58514347.171157
  nChanged 52
		SP:Iteration 47Q (12481.150000 sec): 3 clusters
  Score: Raw -58529427.016888 + Penalty 15066.300661 = -58514360.716227
  nChanged 40
		SP:Iteration 48Q (12482.310000 sec): 3 clusters
  Score: Raw -58529438.843131 + Penalty 15066.300661 = -58514372.542470
  nChanged 40
		SP:Iteration 49Q (12483.470000 sec): 3 clusters
  Score: Raw -58529449.591430 + Penalty 15066.300661 = -58514383.290769
  nChanged 41
		SP:Iteration 50Q (12484.650000 sec): 3 clusters
  Score: Raw -58529460.264989 + Penalty 15066.300661 = -58514393.964329
  nChanged 44
		SP:Iteration 51Q (12485.810000 sec): 3 clusters
  Score: Raw -58529471.986791 + Penalty 15066.300661 = -58514405.686130
  nChanged 37
		SP:Iteration 52Q (12486.970000 sec): 3 clusters
  Score: Raw -58529481.378610 + Penalty 15066.300661 = -58514415.077949
  nChanged 41
		SP:Iteration 53Q (12488.120000 sec): 3 clusters
  Score: Raw -58529492.325680 + Penalty 15066.300661 = -58514426.025019
  nChanged 42
		SP:Iteration 54Q (12489.290000 sec): 3 clusters
  Score: Raw -58529503.748321 + Penalty 15066.300661 = -58514437.447661
  nChanged 35
		SP:Iteration 55Q (12490.450000 sec): 3 clusters
  Score: Raw -58529514.416835 + Penalty 15066.300661 = -58514448.116174
  nChanged 28
		SP:Iteration 56Q (12491.610000 sec): 3 clusters
  Score: Raw -58529522.785022 + Penalty 15066.300661 = -58514456.484361
  nChanged 34
		SP:Iteration 57Q (12492.770000 sec): 3 clusters
  Score: Raw -58529532.390762 + Penalty 15066.300661 = -58514466.090102
  nChanged 41
		SP:Iteration 58Q (12493.930000 sec): 3 clusters
  Score: Raw -58529544.324149 + Penalty 15066.300661 = -58514478.023489
  nChanged 43
		SP:Iteration 59Q (12495.090000 sec): 3 clusters
  Score: Raw -58529555.698083 + Penalty 15066.300661 = -58514489.397423
  nChanged 32
		SP:Iteration 60F (12496.750000 sec): 3 clusters
  Score: Raw -58529565.096625 + Penalty 15066.300661 = -58514498.795964
  nChanged 34
		SP:Iteration 61Q (12497.910000 sec): 3 clusters
  Score: Raw -58529575.850477 + Penalty 15066.300661 = -58514509.549817
  nChanged 35
		SP:Iteration 62Q (12499.090000 sec): 3 clusters
  Score: Raw -58529584.948225 + Penalty 15066.300661 = -58514518.647565
  nChanged 29
		SP:Iteration 63Q (12500.250000 sec): 3 clusters
  Score: Raw -58529592.307528 + Penalty 15066.300661 = -58514526.006868
  nChanged 21
		SP:Iteration 64Q (12501.420000 sec): 3 clusters
  Score: Raw -58529597.468768 + Penalty 15066.300661 = -58514531.168107
  nChanged 21
		SP:Iteration 65Q (12502.590000 sec): 3 clusters
  Score: Raw -58529602.358513 + Penalty 15066.300661 = -58514536.057852
  nChanged 23
		SP:Iteration 66Q (12503.750000 sec): 3 clusters
  Score: Raw -58529608.221838 + Penalty 15066.300661 = -58514541.921177
  nChanged 18
		SP:Iteration 67Q (12504.920000 sec): 3 clusters
  Score: Raw -58529612.675558 + Penalty 15066.300661 = -58514546.374897
  nChanged 23
		SP:Iteration 68Q (12506.080000 sec): 3 clusters
  Score: Raw -58529618.214852 + Penalty 15066.300661 = -58514551.914192
  nChanged 23
		SP:Iteration 69Q (12507.250000 sec): 3 clusters
  Score: Raw -58529623.125620 + Penalty 15066.300661 = -58514556.824959
  nChanged 17
		SP:Iteration 70Q (12508.410000 sec): 3 clusters
  Score: Raw -58529627.432362 + Penalty 15066.300661 = -58514561.131701
  nChanged 19
		SP:Iteration 71Q (12509.580000 sec): 3 clusters
  Score: Raw -58529631.888055 + Penalty 15066.300661 = -58514565.587394
  nChanged 21
		SP:Iteration 72Q (12510.740000 sec): 3 clusters
  Score: Raw -58529636.945299 + Penalty 15066.300661 = -58514570.644638
  nChanged 18
		SP:Iteration 73Q (12511.910000 sec): 3 clusters
  Score: Raw -58529641.263913 + Penalty 15066.300661 = -58514574.963253
  nChanged 15
		SP:Iteration 74Q (12513.070000 sec): 3 clusters
  Score: Raw -58529644.825937 + Penalty 15066.300661 = -58514578.525276
  nChanged 17
		SP:Iteration 75Q (12514.230000 sec): 3 clusters
  Score: Raw -58529649.336636 + Penalty 15066.300661 = -58514583.035976
  nChanged 22
		SP:Iteration 76Q (12515.400000 sec): 3 clusters
  Score: Raw -58529654.823483 + Penalty 15066.300661 = -58514588.522822
  nChanged 21
		SP:Iteration 77Q (12516.550000 sec): 3 clusters
  Score: Raw -58529660.184369 + Penalty 15066.300661 = -58514593.883709
  nChanged 21
		SP:Iteration 78Q (12517.720000 sec): 3 clusters
  Score: Raw -58529664.901186 + Penalty 15066.300661 = -58514598.600525
  nChanged 16
		SP:Iteration 79Q (12518.880000 sec): 3 clusters
  Score: Raw -58529668.886398 + Penalty 15066.300661 = -58514602.585738
  nChanged 13
		SP:Iteration 80F (12520.540000 sec): 3 clusters
  Score: Raw -58529672.222741 + Penalty 15066.300661 = -58514605.922081
  nChanged 26
		SP:Iteration 81Q (12521.700000 sec): 3 clusters
  Score: Raw -58529678.086957 + Penalty 15066.300661 = -58514611.786296
  nChanged 14
		SP:Iteration 82Q (12522.870000 sec): 3 clusters
  Score: Raw -58529681.045528 + Penalty 15066.300661 = -58514614.744868
  nChanged 14
		SP:Iteration 83Q (12524.030000 sec): 3 clusters
  Score: Raw -58529684.766653 + Penalty 15066.300661 = -58514618.465992
  nChanged 16
		SP:Iteration 84Q (12525.200000 sec): 3 clusters
  Score: Raw -58529688.516453 + Penalty 15066.300661 = -58514622.215793
  nChanged 10
		SP:Iteration 85Q (12526.360000 sec): 3 clusters
  Score: Raw -58529690.766215 + Penalty 15066.300661 = -58514624.465555
  nChanged 11
		SP:Iteration 86Q (12527.530000 sec): 3 clusters
  Score: Raw -58529692.837587 + Penalty 15066.300661 = -58514626.536926
  nChanged 11
		SP:Iteration 87Q (12528.690000 sec): 3 clusters
  Score: Raw -58529694.991099 + Penalty 15066.300661 = -58514628.690438
  nChanged 10
		SP:Iteration 88Q (12529.850000 sec): 3 clusters
  Score: Raw -58529696.977373 + Penalty 15066.300661 = -58514630.676712
  nChanged 8
		SP:Iteration 89Q (12531.020000 sec): 3 clusters
  Score: Raw -58529698.898365 + Penalty 15066.300661 = -58514632.597705
  nChanged 9
		SP:Iteration 90Q (12532.180000 sec): 3 clusters
  Score: Raw -58529700.710169 + Penalty 15066.300661 = -58514634.409508
  nChanged 11
		SP:Iteration 91Q (12533.340000 sec): 3 clusters
  Score: Raw -58529703.422340 + Penalty 15066.300661 = -58514637.121680
  nChanged 14
		SP:Iteration 92Q (12534.510000 sec): 3 clusters
  Score: Raw -58529706.927437 + Penalty 15066.300661 = -58514640.626776
  nChanged 11
		SP:Iteration 93Q (12535.670000 sec): 3 clusters
  Score: Raw -58529709.266897 + Penalty 15066.300661 = -58514642.966236
  nChanged 7
		SP:Iteration 94Q (12536.830000 sec): 3 clusters
  Score: Raw -58529710.774785 + Penalty 15066.300661 = -58514644.474124
  nChanged 5
		SP:Iteration 95Q (12537.990000 sec): 3 clusters
  Score: Raw -58529711.899433 + Penalty 15066.300661 = -58514645.598772
  nChanged 5
		SP:Iteration 96Q (12539.160000 sec): 3 clusters
  Score: Raw -58529712.963892 + Penalty 15066.300661 = -58514646.663232
  nChanged 4
		SP:Iteration 97Q (12540.320000 sec): 3 clusters
  Score: Raw -58529713.988496 + Penalty 15066.300661 = -58514647.687836
  nChanged 4
		SP:Iteration 98Q (12541.480000 sec): 3 clusters
  Score: Raw -58529715.056267 + Penalty 15066.300661 = -58514648.755606
  nChanged 5
		SP:Iteration 99Q (12542.640000 sec): 3 clusters
  Score: Raw -58529715.911127 + Penalty 15066.300661 = -58514649.610466
  nChanged 4
		SP:Iteration 100F (12544.300000 sec): 3 clusters
  Score: Raw -58529716.727877 + Penalty 15066.300661 = -58514650.427216
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 18 (174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12544.440000 sec): 2 clusters
  Score: Raw -31466.563736 + Penalty 3159.921371 = -28306.642365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12544.440000 sec): 3 clusters
  Score: Raw -32840.486362 + Penalty 6319.842742 = -26520.643620
  nChanged 4
		SP:Iteration 1Q (12544.440000 sec): 3 clusters
  Score: Raw -32904.232498 + Penalty 6319.842742 = -26584.389757
  nChanged 1
		SP:Iteration 2Q (12544.440000 sec): 3 clusters
  Score: Raw -32912.462565 + Penalty 6319.842742 = -26592.619824
  nChanged 0
		SP:Iteration 3F (12544.440000 sec): 3 clusters
  Score: Raw -32912.462565 + Penalty 6319.842742 = -26592.619824
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 19 (95172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12545.090000 sec): 2 clusters
  Score: Raw -25456914.477162 + Penalty 7021.357649 = -25449893.119513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12545.830000 sec): 3 clusters
  Score: Raw -25398970.959325 + Penalty 14042.715298 = -25384928.244027
  nChanged 43210
		SP:Iteration 1F (12546.550000 sec): 3 clusters
  Score: Raw -25423244.800233 + Penalty 14042.715298 = -25409202.084935
  nChanged 4587
		SP:Iteration 2Q (12547.290000 sec): 3 clusters
  Score: Raw -25424877.466166 + Penalty 14042.715298 = -25410834.750868
  nChanged 4642
		SP:Iteration 3Q (12548.020000 sec): 3 clusters
  Score: Raw -25426830.653500 + Penalty 14042.715298 = -25412787.938202
  nChanged 5207
		SP:Iteration 4F (12548.750000 sec): 3 clusters
  Score: Raw -25429450.687644 + Penalty 14042.715298 = -25415407.972345
  nChanged 5827
		SP:Iteration 5F (12549.470000 sec): 3 clusters
  Score: Raw -25432709.027970 + Penalty 14042.715298 = -25418666.312671
  nChanged 5830
		SP:Iteration 6F (12550.190000 sec): 3 clusters
  Score: Raw -25436054.779710 + Penalty 14042.715298 = -25422012.064412
  nChanged 5537
		SP:Iteration 7F (12550.920000 sec): 3 clusters
  Score: Raw -25439230.902259 + Penalty 14042.715298 = -25425188.186961
  nChanged 4908
		SP:Iteration 8F (12551.640000 sec): 3 clusters
  Score: Raw -25442063.783122 + Penalty 14042.715298 = -25428021.067824
  nChanged 4349
		SP:Iteration 9Q (12552.370000 sec): 3 clusters
  Score: Raw -25444749.793896 + Penalty 14042.715298 = -25430707.078598
  nChanged 4060
		SP:Iteration 10Q (12553.090000 sec): 3 clusters
  Score: Raw -25447599.128197 + Penalty 14042.715298 = -25433556.412898
  nChanged 3772
		SP:Iteration 11Q (12553.820000 sec): 3 clusters
  Score: Raw -25450579.474959 + Penalty 14042.715298 = -25436536.759661
  nChanged 3132
		SP:Iteration 12Q (12554.530000 sec): 3 clusters
  Score: Raw -25453255.025981 + Penalty 14042.715298 = -25439212.310683
  nChanged 2188
		SP:Iteration 13Q (12555.220000 sec): 3 clusters
  Score: Raw -25455186.001932 + Penalty 14042.715298 = -25441143.286634
  nChanged 1333
		SP:Iteration 14Q (12555.870000 sec): 3 clusters
  Score: Raw -25456387.388933 + Penalty 14042.715298 = -25442344.673635
  nChanged 657
		SP:Iteration 15Q (12556.460000 sec): 3 clusters
  Score: Raw -25457007.655527 + Penalty 14042.715298 = -25442964.940229
  nChanged 335
		SP:Iteration 16Q (12557.020000 sec): 3 clusters
  Score: Raw -25457316.805869 + Penalty 14042.715298 = -25443274.090571
  nChanged 159
		SP:Iteration 17Q (12557.560000 sec): 3 clusters
  Score: Raw -25457479.788146 + Penalty 14042.715298 = -25443437.072847
  nChanged 98
		SP:Iteration 18Q (12558.080000 sec): 3 clusters
  Score: Raw -25457575.864592 + Penalty 14042.715298 = -25443533.149293
  nChanged 73
		SP:Iteration 19Q (12558.600000 sec): 3 clusters
  Score: Raw -25457650.544982 + Penalty 14042.715298 = -25443607.829684
  nChanged 50
		SP:Iteration 20F (12559.310000 sec): 3 clusters
  Score: Raw -25457707.263960 + Penalty 14042.715298 = -25443664.548662
  nChanged 41
		SP:Iteration 21Q (12559.820000 sec): 3 clusters
  Score: Raw -25457754.273860 + Penalty 14042.715298 = -25443711.558562
  nChanged 25
		SP:Iteration 22Q (12560.320000 sec): 3 clusters
  Score: Raw -25457776.626148 + Penalty 14042.715298 = -25443733.910850
  nChanged 13
		SP:Iteration 23Q (12560.830000 sec): 3 clusters
  Score: Raw -25457790.718262 + Penalty 14042.715298 = -25443748.002963
  nChanged 14
		SP:Iteration 24Q (12561.330000 sec): 3 clusters
  Score: Raw -25457803.378579 + Penalty 14042.715298 = -25443760.663280
  nChanged 10
		SP:Iteration 25Q (12561.840000 sec): 3 clusters
  Score: Raw -25457814.633959 + Penalty 14042.715298 = -25443771.918661
  nChanged 4
		SP:Iteration 26Q (12562.340000 sec): 3 clusters
  Score: Raw -25457818.929603 + Penalty 14042.715298 = -25443776.214305
  nChanged 2
		SP:Iteration 27Q (12562.840000 sec): 3 clusters
  Score: Raw -25457820.829225 + Penalty 14042.715298 = -25443778.113927
  nChanged 3
		SP:Iteration 28Q (12563.340000 sec): 3 clusters
  Score: Raw -25457822.597813 + Penalty 14042.715298 = -25443779.882514
  nChanged 0
		SP:Iteration 29F (12564.050000 sec): 3 clusters
  Score: Raw -25457822.597813 + Penalty 14042.715298 = -25443779.882514
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 20 (8774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12564.160000 sec): 2 clusters
  Score: Raw -2286773.767283 + Penalty 5561.223200 = -2281212.544083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12564.230000 sec): 3 clusters
  Score: Raw -2282862.703435 + Penalty 11122.446400 = -2271740.257035
  nChanged 3096
		SP:Iteration 1F (12564.290000 sec): 3 clusters
  Score: Raw -2284744.614846 + Penalty 11122.446400 = -2273622.168445
  nChanged 699
		SP:Iteration 2F (12564.360000 sec): 3 clusters
  Score: Raw -2285222.037579 + Penalty 11122.446400 = -2274099.591179
  nChanged 421
		SP:Iteration 3Q (12564.420000 sec): 3 clusters
  Score: Raw -2285483.352457 + Penalty 11122.446400 = -2274360.906057
  nChanged 306
		SP:Iteration 4Q (12564.490000 sec): 3 clusters
  Score: Raw -2285656.848537 + Penalty 11122.446400 = -2274534.402137
  nChanged 223
		SP:Iteration 5Q (12564.560000 sec): 3 clusters
  Score: Raw -2285775.926318 + Penalty 11122.446400 = -2274653.479918
  nChanged 187
		SP:Iteration 6Q (12564.620000 sec): 3 clusters
  Score: Raw -2285866.618331 + Penalty 11122.446400 = -2274744.171931
  nChanged 150
		SP:Iteration 7Q (12564.690000 sec): 3 clusters
  Score: Raw -2285944.804352 + Penalty 11122.446400 = -2274822.357952
  nChanged 116
		SP:Iteration 8Q (12564.750000 sec): 3 clusters
  Score: Raw -2286010.538023 + Penalty 11122.446400 = -2274888.091622
  nChanged 120
		SP:Iteration 9Q (12564.820000 sec): 3 clusters
  Score: Raw -2286072.254978 + Penalty 11122.446400 = -2274949.808578
  nChanged 101
		SP:Iteration 10Q (12564.880000 sec): 3 clusters
  Score: Raw -2286124.771380 + Penalty 11122.446400 = -2275002.324979
  nChanged 94
		SP:Iteration 11Q (12564.950000 sec): 3 clusters
  Score: Raw -2286166.756899 + Penalty 11122.446400 = -2275044.310499
  nChanged 80
		SP:Iteration 12Q (12565.020000 sec): 3 clusters
  Score: Raw -2286208.950806 + Penalty 11122.446400 = -2275086.504406
  nChanged 88
		SP:Iteration 13Q (12565.080000 sec): 3 clusters
  Score: Raw -2286249.713436 + Penalty 11122.446400 = -2275127.267036
  nChanged 74
		SP:Iteration 14Q (12565.140000 sec): 3 clusters
  Score: Raw -2286284.915862 + Penalty 11122.446400 = -2275162.469461
  nChanged 80
		SP:Iteration 15Q (12565.210000 sec): 3 clusters
  Score: Raw -2286315.808758 + Penalty 11122.446400 = -2275193.362358
  nChanged 62
		SP:Iteration 16Q (12565.280000 sec): 3 clusters
  Score: Raw -2286341.225522 + Penalty 11122.446400 = -2275218.779122
  nChanged 61
		SP:Iteration 17Q (12565.340000 sec): 3 clusters
  Score: Raw -2286368.820512 + Penalty 11122.446400 = -2275246.374112
  nChanged 59
		SP:Iteration 18Q (12565.400000 sec): 3 clusters
  Score: Raw -2286395.651219 + Penalty 11122.446400 = -2275273.204819
  nChanged 50
		SP:Iteration 19Q (12565.470000 sec): 3 clusters
  Score: Raw -2286417.876708 + Penalty 11122.446400 = -2275295.430308
  nChanged 57
		SP:Iteration 20F (12565.540000 sec): 3 clusters
  Score: Raw -2286443.042058 + Penalty 11122.446400 = -2275320.595658
  nChanged 57
		SP:Iteration 21Q (12565.600000 sec): 3 clusters
  Score: Raw -2286468.502734 + Penalty 11122.446400 = -2275346.056333
  nChanged 63
		SP:Iteration 22Q (12565.660000 sec): 3 clusters
  Score: Raw -2286497.339265 + Penalty 11122.446400 = -2275374.892865
  nChanged 57
		SP:Iteration 23Q (12565.730000 sec): 3 clusters
  Score: Raw -2286521.970935 + Penalty 11122.446400 = -2275399.524535
  nChanged 67
		SP:Iteration 24Q (12565.800000 sec): 3 clusters
  Score: Raw -2286556.891584 + Penalty 11122.446400 = -2275434.445184
  nChanged 65
		SP:Iteration 25Q (12565.860000 sec): 3 clusters
  Score: Raw -2286581.676340 + Penalty 11122.446400 = -2275459.229940
  nChanged 39
		SP:Iteration 26Q (12565.920000 sec): 3 clusters
  Score: Raw -2286599.698089 + Penalty 11122.446400 = -2275477.251689
  nChanged 33
		SP:Iteration 27Q (12565.990000 sec): 3 clusters
  Score: Raw -2286615.711034 + Penalty 11122.446400 = -2275493.264634
  nChanged 44
		SP:Iteration 28Q (12566.060000 sec): 3 clusters
  Score: Raw -2286635.001603 + Penalty 11122.446400 = -2275512.555202
  nChanged 49
		SP:Iteration 29Q (12566.120000 sec): 3 clusters
  Score: Raw -2286655.308544 + Penalty 11122.446400 = -2275532.862144
  nChanged 44
		SP:Iteration 30Q (12566.180000 sec): 3 clusters
  Score: Raw -2286673.530864 + Penalty 11122.446400 = -2275551.084464
  nChanged 48
		SP:Iteration 31Q (12566.250000 sec): 3 clusters
  Score: Raw -2286694.879019 + Penalty 11122.446400 = -2275572.432619
  nChanged 52
		SP:Iteration 32Q (12566.320000 sec): 3 clusters
  Score: Raw -2286717.788131 + Penalty 11122.446400 = -2275595.341731
  nChanged 45
		SP:Iteration 33Q (12566.380000 sec): 3 clusters
  Score: Raw -2286735.952423 + Penalty 11122.446400 = -2275613.506023
  nChanged 45
		SP:Iteration 34Q (12566.440000 sec): 3 clusters
  Score: Raw -2286753.578338 + Penalty 11122.446400 = -2275631.131938
  nChanged 47
		SP:Iteration 35Q (12566.510000 sec): 3 clusters
  Score: Raw -2286772.561195 + Penalty 11122.446400 = -2275650.114795
  nChanged 41
		SP:Iteration 36Q (12566.570000 sec): 3 clusters
  Score: Raw -2286789.098993 + Penalty 11122.446400 = -2275666.652592
  nChanged 32
		SP:Iteration 37Q (12566.630000 sec): 3 clusters
  Score: Raw -2286802.056685 + Penalty 11122.446400 = -2275679.610285
  nChanged 28
		SP:Iteration 38Q (12566.700000 sec): 3 clusters
  Score: Raw -2286813.934791 + Penalty 11122.446400 = -2275691.488391
  nChanged 26
		SP:Iteration 39Q (12566.760000 sec): 3 clusters
  Score: Raw -2286825.569870 + Penalty 11122.446400 = -2275703.123470
  nChanged 30
		SP:Iteration 40F (12566.830000 sec): 3 clusters
  Score: Raw -2286837.071521 + Penalty 11122.446400 = -2275714.625121
  nChanged 18
		SP:Iteration 41Q (12566.890000 sec): 3 clusters
  Score: Raw -2286843.984014 + Penalty 11122.446400 = -2275721.537614
  nChanged 22
		SP:Iteration 42Q (12566.960000 sec): 3 clusters
  Score: Raw -2286854.913441 + Penalty 11122.446400 = -2275732.467041
  nChanged 27
		SP:Iteration 43Q (12567.030000 sec): 3 clusters
  Score: Raw -2286866.420210 + Penalty 11122.446400 = -2275743.973810
  nChanged 33
		SP:Iteration 44Q (12567.090000 sec): 3 clusters
  Score: Raw -2286881.268029 + Penalty 11122.446400 = -2275758.821628
  nChanged 39
		SP:Iteration 45Q (12567.160000 sec): 3 clusters
  Score: Raw -2286898.570033 + Penalty 11122.446400 = -2275776.123633
  nChanged 34
		SP:Iteration 46Q (12567.220000 sec): 3 clusters
  Score: Raw -2286912.629421 + Penalty 11122.446400 = -2275790.183021
  nChanged 24
		SP:Iteration 47Q (12567.290000 sec): 3 clusters
  Score: Raw -2286923.244023 + Penalty 11122.446400 = -2275800.797623
  nChanged 32
		SP:Iteration 48Q (12567.350000 sec): 3 clusters
  Score: Raw -2286938.234799 + Penalty 11122.446400 = -2275815.788399
  nChanged 36
		SP:Iteration 49Q (12567.410000 sec): 3 clusters
  Score: Raw -2286957.027017 + Penalty 11122.446400 = -2275834.580617
  nChanged 45
		SP:Iteration 50Q (12567.480000 sec): 3 clusters
  Score: Raw -2286978.634248 + Penalty 11122.446400 = -2275856.187848
  nChanged 36
		SP:Iteration 51Q (12567.540000 sec): 3 clusters
  Score: Raw -2286993.990826 + Penalty 11122.446400 = -2275871.544426
  nChanged 36
		SP:Iteration 52Q (12567.610000 sec): 3 clusters
  Score: Raw -2287011.547499 + Penalty 11122.446400 = -2275889.101099
  nChanged 38
		SP:Iteration 53Q (12567.670000 sec): 3 clusters
  Score: Raw -2287030.133203 + Penalty 11122.446400 = -2275907.686803
  nChanged 35
		SP:Iteration 54Q (12567.730000 sec): 3 clusters
  Score: Raw -2287045.925521 + Penalty 11122.446400 = -2275923.479121
  nChanged 28
		SP:Iteration 55Q (12567.800000 sec): 3 clusters
  Score: Raw -2287058.945690 + Penalty 11122.446400 = -2275936.499290
  nChanged 21
		SP:Iteration 56Q (12567.860000 sec): 3 clusters
  Score: Raw -2287068.477680 + Penalty 11122.446400 = -2275946.031280
  nChanged 29
		SP:Iteration 57Q (12567.930000 sec): 3 clusters
  Score: Raw -2287079.632073 + Penalty 11122.446400 = -2275957.185673
  nChanged 21
		SP:Iteration 58Q (12567.990000 sec): 3 clusters
  Score: Raw -2287088.727538 + Penalty 11122.446400 = -2275966.281138
  nChanged 22
		SP:Iteration 59Q (12568.050000 sec): 3 clusters
  Score: Raw -2287098.848455 + Penalty 11122.446400 = -2275976.402055
  nChanged 24
		SP:Iteration 60F (12568.120000 sec): 3 clusters
  Score: Raw -2287109.654699 + Penalty 11122.446400 = -2275987.208299
  nChanged 25
		SP:Iteration 61Q (12568.180000 sec): 3 clusters
  Score: Raw -2287123.063975 + Penalty 11122.446400 = -2276000.617575
  nChanged 21
		SP:Iteration 62Q (12568.250000 sec): 3 clusters
  Score: Raw -2287132.598561 + Penalty 11122.446400 = -2276010.152161
  nChanged 22
		SP:Iteration 63Q (12568.310000 sec): 3 clusters
  Score: Raw -2287142.745969 + Penalty 11122.446400 = -2276020.299569
  nChanged 19
		SP:Iteration 64Q (12568.370000 sec): 3 clusters
  Score: Raw -2287152.316269 + Penalty 11122.446400 = -2276029.869869
  nChanged 19
		SP:Iteration 65Q (12568.440000 sec): 3 clusters
  Score: Raw -2287160.475748 + Penalty 11122.446400 = -2276038.029348
  nChanged 12
		SP:Iteration 66Q (12568.500000 sec): 3 clusters
  Score: Raw -2287165.296544 + Penalty 11122.446400 = -2276042.850144
  nChanged 12
		SP:Iteration 67Q (12568.570000 sec): 3 clusters
  Score: Raw -2287170.935482 + Penalty 11122.446400 = -2276048.489082
  nChanged 12
		SP:Iteration 68Q (12568.630000 sec): 3 clusters
  Score: Raw -2287176.004558 + Penalty 11122.446400 = -2276053.558158
  nChanged 9
		SP:Iteration 69Q (12568.690000 sec): 3 clusters
  Score: Raw -2287180.189650 + Penalty 11122.446400 = -2276057.743250
  nChanged 5
		SP:Iteration 70Q (12568.750000 sec): 3 clusters
  Score: Raw -2287182.579424 + Penalty 11122.446400 = -2276060.133024
  nChanged 8
		SP:Iteration 71Q (12568.820000 sec): 3 clusters
  Score: Raw -2287187.211932 + Penalty 11122.446400 = -2276064.765532
  nChanged 8
		SP:Iteration 72Q (12568.880000 sec): 3 clusters
  Score: Raw -2287191.373989 + Penalty 11122.446400 = -2276068.927589
  nChanged 14
		SP:Iteration 73Q (12568.950000 sec): 3 clusters
  Score: Raw -2287199.490551 + Penalty 11122.446400 = -2276077.044151
  nChanged 17
		SP:Iteration 74Q (12569.010000 sec): 3 clusters
  Score: Raw -2287207.474852 + Penalty 11122.446400 = -2276085.028452
  nChanged 6
		SP:Iteration 75Q (12569.070000 sec): 3 clusters
  Score: Raw -2287210.095120 + Penalty 11122.446400 = -2276087.648720
  nChanged 8
		SP:Iteration 76Q (12569.130000 sec): 3 clusters
  Score: Raw -2287213.233857 + Penalty 11122.446400 = -2276090.787457
  nChanged 5
		SP:Iteration 77Q (12569.200000 sec): 3 clusters
  Score: Raw -2287216.122778 + Penalty 11122.446400 = -2276093.676378
  nChanged 7
		SP:Iteration 78Q (12569.260000 sec): 3 clusters
  Score: Raw -2287220.347117 + Penalty 11122.446400 = -2276097.900717
  nChanged 13
		SP:Iteration 79Q (12569.330000 sec): 3 clusters
  Score: Raw -2287226.696966 + Penalty 11122.446400 = -2276104.250566
  nChanged 7
		SP:Iteration 80F (12569.390000 sec): 3 clusters
  Score: Raw -2287229.712392 + Penalty 11122.446400 = -2276107.265992
  nChanged 10
		SP:Iteration 81Q (12569.450000 sec): 3 clusters
  Score: Raw -2287234.981297 + Penalty 11122.446400 = -2276112.534897
  nChanged 10
		SP:Iteration 82Q (12569.520000 sec): 3 clusters
  Score: Raw -2287239.308017 + Penalty 11122.446400 = -2276116.861617
  nChanged 14
		SP:Iteration 83Q (12569.580000 sec): 3 clusters
  Score: Raw -2287246.359592 + Penalty 11122.446400 = -2276123.913192
  nChanged 11
		SP:Iteration 84Q (12569.640000 sec): 3 clusters
  Score: Raw -2287250.449118 + Penalty 11122.446400 = -2276128.002718
  nChanged 5
		SP:Iteration 85Q (12569.710000 sec): 3 clusters
  Score: Raw -2287253.189627 + Penalty 11122.446400 = -2276130.743227
  nChanged 6
		SP:Iteration 86Q (12569.770000 sec): 3 clusters
  Score: Raw -2287257.163614 + Penalty 11122.446400 = -2276134.717214
  nChanged 11
		SP:Iteration 87Q (12569.830000 sec): 3 clusters
  Score: Raw -2287264.672425 + Penalty 11122.446400 = -2276142.226025
  nChanged 16
		SP:Iteration 88Q (12569.890000 sec): 3 clusters
  Score: Raw -2287273.335736 + Penalty 11122.446400 = -2276150.889336
  nChanged 18
		SP:Iteration 89Q (12569.960000 sec): 3 clusters
  Score: Raw -2287284.069739 + Penalty 11122.446400 = -2276161.623339
  nChanged 19
		SP:Iteration 90Q (12570.020000 sec): 3 clusters
  Score: Raw -2287293.983940 + Penalty 11122.446400 = -2276171.537540
  nChanged 18
		SP:Iteration 91Q (12570.080000 sec): 3 clusters
  Score: Raw -2287304.002171 + Penalty 11122.446400 = -2276181.555770
  nChanged 17
		SP:Iteration 92Q (12570.150000 sec): 3 clusters
  Score: Raw -2287312.437560 + Penalty 11122.446400 = -2276189.991160
  nChanged 12
		SP:Iteration 93Q (12570.210000 sec): 3 clusters
  Score: Raw -2287320.537210 + Penalty 11122.446400 = -2276198.090810
  nChanged 16
		SP:Iteration 94Q (12570.270000 sec): 3 clusters
  Score: Raw -2287330.938079 + Penalty 11122.446400 = -2276208.491679
  nChanged 18
		SP:Iteration 95Q (12570.330000 sec): 3 clusters
  Score: Raw -2287340.014816 + Penalty 11122.446400 = -2276217.568415
  nChanged 13
		SP:Iteration 96Q (12570.400000 sec): 3 clusters
  Score: Raw -2287346.525201 + Penalty 11122.446400 = -2276224.078801
  nChanged 10
		SP:Iteration 97Q (12570.460000 sec): 3 clusters
  Score: Raw -2287353.957361 + Penalty 11122.446400 = -2276231.510961
  nChanged 13
		SP:Iteration 98Q (12570.520000 sec): 3 clusters
  Score: Raw -2287362.637921 + Penalty 11122.446400 = -2276240.191521
  nChanged 12
		SP:Iteration 99Q (12570.580000 sec): 3 clusters
  Score: Raw -2287370.913427 + Penalty 11122.446400 = -2276248.467027
  nChanged 17
		SP:Iteration 100F (12570.650000 sec): 3 clusters
  Score: Raw -2287385.351181 + Penalty 11122.446400 = -2276262.904781
  nChanged 20
		SP:Iteration 101Q (12570.710000 sec): 3 clusters
  Score: Raw -2287397.148032 + Penalty 11122.446400 = -2276274.701632
  nChanged 19
		SP:Iteration 102Q (12570.770000 sec): 3 clusters
  Score: Raw -2287407.501289 + Penalty 11122.446400 = -2276285.054889
  nChanged 13
		SP:Iteration 103Q (12570.830000 sec): 3 clusters
  Score: Raw -2287414.406024 + Penalty 11122.446400 = -2276291.959624
  nChanged 9
		SP:Iteration 104Q (12570.890000 sec): 3 clusters
  Score: Raw -2287418.762780 + Penalty 11122.446400 = -2276296.316379
  nChanged 10
		SP:Iteration 105Q (12570.960000 sec): 3 clusters
  Score: Raw -2287423.842970 + Penalty 11122.446400 = -2276301.396569
  nChanged 12
		SP:Iteration 106Q (12571.020000 sec): 3 clusters
  Score: Raw -2287430.493349 + Penalty 11122.446400 = -2276308.046949
  nChanged 14
		SP:Iteration 107Q (12571.080000 sec): 3 clusters
  Score: Raw -2287437.789032 + Penalty 11122.446400 = -2276315.342632
  nChanged 14
		SP:Iteration 108Q (12571.140000 sec): 3 clusters
  Score: Raw -2287446.058089 + Penalty 11122.446400 = -2276323.611688
  nChanged 19
		SP:Iteration 109Q (12571.210000 sec): 3 clusters
  Score: Raw -2287457.296853 + Penalty 11122.446400 = -2276334.850452
  nChanged 17
		SP:Iteration 110Q (12571.270000 sec): 3 clusters
  Score: Raw -2287466.609056 + Penalty 11122.446400 = -2276344.162656
  nChanged 16
		SP:Iteration 111Q (12571.330000 sec): 3 clusters
  Score: Raw -2287477.200030 + Penalty 11122.446400 = -2276354.753630
  nChanged 20
		SP:Iteration 112Q (12571.390000 sec): 3 clusters
  Score: Raw -2287489.920842 + Penalty 11122.446400 = -2276367.474442
  nChanged 17
		SP:Iteration 113Q (12571.450000 sec): 3 clusters
  Score: Raw -2287501.548778 + Penalty 11122.446400 = -2276379.102378
  nChanged 16
		SP:Iteration 114Q (12571.510000 sec): 3 clusters
  Score: Raw -2287513.416743 + Penalty 11122.446400 = -2276390.970343
  nChanged 13
		SP:Iteration 115Q (12571.570000 sec): 3 clusters
  Score: Raw -2287520.229925 + Penalty 11122.446400 = -2276397.783525
  nChanged 14
		SP:Iteration 116Q (12571.640000 sec): 3 clusters
  Score: Raw -2287529.506977 + Penalty 11122.446400 = -2276407.060577
  nChanged 10
		SP:Iteration 117Q (12571.700000 sec): 3 clusters
  Score: Raw -2287534.447248 + Penalty 11122.446400 = -2276412.000848
  nChanged 7
		SP:Iteration 118Q (12571.760000 sec): 3 clusters
  Score: Raw -2287538.001937 + Penalty 11122.446400 = -2276415.555537
  nChanged 5
		SP:Iteration 119Q (12571.820000 sec): 3 clusters
  Score: Raw -2287541.406918 + Penalty 11122.446400 = -2276418.960517
  nChanged 4
		SP:Iteration 120F (12571.890000 sec): 3 clusters
  Score: Raw -2287544.256656 + Penalty 11122.446400 = -2276421.810255
  nChanged 3
		SP:Iteration 121Q (12571.950000 sec): 3 clusters
  Score: Raw -2287545.479083 + Penalty 11122.446400 = -2276423.032683
  nChanged 1
		SP:Iteration 122Q (12572.010000 sec): 3 clusters
  Score: Raw -2287546.041630 + Penalty 11122.446400 = -2276423.595230
  nChanged 2
		SP:Iteration 123Q (12572.070000 sec): 3 clusters
  Score: Raw -2287547.223020 + Penalty 11122.446400 = -2276424.776620
  nChanged 2
		SP:Iteration 124Q (12572.130000 sec): 3 clusters
  Score: Raw -2287548.264441 + Penalty 11122.446400 = -2276425.818040
  nChanged 3
		SP:Iteration 125Q (12572.200000 sec): 3 clusters
  Score: Raw -2287551.605067 + Penalty 11122.446400 = -2276429.158667
  nChanged 7
		SP:Iteration 126Q (12572.260000 sec): 3 clusters
  Score: Raw -2287556.093543 + Penalty 11122.446400 = -2276433.647143
  nChanged 5
		SP:Iteration 127Q (12572.320000 sec): 3 clusters
  Score: Raw -2287559.172488 + Penalty 11122.446400 = -2276436.726088
  nChanged 9
		SP:Iteration 128Q (12572.380000 sec): 3 clusters
  Score: Raw -2287564.825862 + Penalty 11122.446400 = -2276442.379462
  nChanged 6
		SP:Iteration 129Q (12572.440000 sec): 3 clusters
  Score: Raw -2287568.364114 + Penalty 11122.446400 = -2276445.917714
  nChanged 2
		SP:Iteration 130Q (12572.510000 sec): 3 clusters
  Score: Raw -2287570.357318 + Penalty 11122.446400 = -2276447.910918
  nChanged 4
		SP:Iteration 131Q (12572.570000 sec): 3 clusters
  Score: Raw -2287572.498043 + Penalty 11122.446400 = -2276450.051643
  nChanged 4
		SP:Iteration 132Q (12572.630000 sec): 3 clusters
  Score: Raw -2287574.819879 + Penalty 11122.446400 = -2276452.373479
  nChanged 3
		SP:Iteration 133Q (12572.690000 sec): 3 clusters
  Score: Raw -2287576.356805 + Penalty 11122.446400 = -2276453.910405
  nChanged 1
		SP:Iteration 134Q (12572.750000 sec): 3 clusters
  Score: Raw -2287576.749925 + Penalty 11122.446400 = -2276454.303524
  nChanged 0
		SP:Iteration 135F (12572.820000 sec): 3 clusters
  Score: Raw -2287576.749925 + Penalty 11122.446400 = -2276454.303524
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 21 (11785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12572.900000 sec): 2 clusters
  Score: Raw -3043563.480621 + Penalty 5741.931974 = -3037821.548646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12572.980000 sec): 3 clusters
  Score: Raw -3037950.368458 + Penalty 11483.863949 = -3026466.504509
  nChanged 4492
		SP:Iteration 1F (12573.070000 sec): 3 clusters
  Score: Raw -3040565.955688 + Penalty 11483.863949 = -3029082.091739
  nChanged 942
		SP:Iteration 2F (12573.160000 sec): 3 clusters
  Score: Raw -3041246.317964 + Penalty 11483.863949 = -3029762.454015
  nChanged 709
		SP:Iteration 3F (12573.250000 sec): 3 clusters
  Score: Raw -3041814.293431 + Penalty 11483.863949 = -3030330.429482
  nChanged 603
		SP:Iteration 4F (12573.340000 sec): 3 clusters
  Score: Raw -3042381.481256 + Penalty 11483.863949 = -3030897.617307
  nChanged 622
		SP:Iteration 5F (12573.430000 sec): 3 clusters
  Score: Raw -3043019.838986 + Penalty 11483.863949 = -3031535.975037
  nChanged 657
		SP:Iteration 6F (12573.520000 sec): 3 clusters
  Score: Raw -3043719.942173 + Penalty 11483.863949 = -3032236.078224
  nChanged 633
		SP:Iteration 7F (12573.600000 sec): 3 clusters
  Score: Raw -3044345.490540 + Penalty 11483.863949 = -3032861.626592
  nChanged 592
		SP:Iteration 8F (12573.690000 sec): 3 clusters
  Score: Raw -3044811.771703 + Penalty 11483.863949 = -3033327.907754
  nChanged 441
		SP:Iteration 9Q (12573.780000 sec): 3 clusters
  Score: Raw -3045098.294669 + Penalty 11483.863949 = -3033614.430721
  nChanged 339
		SP:Iteration 10Q (12573.860000 sec): 3 clusters
  Score: Raw -3045320.288726 + Penalty 11483.863949 = -3033836.424778
  nChanged 266
		SP:Iteration 11Q (12573.940000 sec): 3 clusters
  Score: Raw -3045507.060497 + Penalty 11483.863949 = -3034023.196548
  nChanged 243
		SP:Iteration 12Q (12574.030000 sec): 3 clusters
  Score: Raw -3045664.739864 + Penalty 11483.863949 = -3034180.875916
  nChanged 202
		SP:Iteration 13Q (12574.110000 sec): 3 clusters
  Score: Raw -3045791.661360 + Penalty 11483.863949 = -3034307.797411
  nChanged 176
		SP:Iteration 14Q (12574.200000 sec): 3 clusters
  Score: Raw -3045888.422720 + Penalty 11483.863949 = -3034404.558771
  nChanged 140
		SP:Iteration 15Q (12574.280000 sec): 3 clusters
  Score: Raw -3045965.646837 + Penalty 11483.863949 = -3034481.782888
  nChanged 125
		SP:Iteration 16Q (12574.360000 sec): 3 clusters
  Score: Raw -3046025.755930 + Penalty 11483.863949 = -3034541.891981
  nChanged 104
		SP:Iteration 17Q (12574.440000 sec): 3 clusters
  Score: Raw -3046073.168996 + Penalty 11483.863949 = -3034589.305047
  nChanged 92
		SP:Iteration 18Q (12574.530000 sec): 3 clusters
  Score: Raw -3046106.096323 + Penalty 11483.863949 = -3034622.232374
  nChanged 63
		SP:Iteration 19Q (12574.610000 sec): 3 clusters
  Score: Raw -3046124.763296 + Penalty 11483.863949 = -3034640.899347
  nChanged 35
		SP:Iteration 20F (12574.700000 sec): 3 clusters
  Score: Raw -3046136.068347 + Penalty 11483.863949 = -3034652.204398
  nChanged 28
		SP:Iteration 21Q (12574.780000 sec): 3 clusters
  Score: Raw -3046144.077058 + Penalty 11483.863949 = -3034660.213109
  nChanged 21
		SP:Iteration 22Q (12574.860000 sec): 3 clusters
  Score: Raw -3046150.409132 + Penalty 11483.863949 = -3034666.545184
  nChanged 18
		SP:Iteration 23Q (12574.940000 sec): 3 clusters
  Score: Raw -3046155.798571 + Penalty 11483.863949 = -3034671.934623
  nChanged 15
		SP:Iteration 24Q (12575.030000 sec): 3 clusters
  Score: Raw -3046159.398068 + Penalty 11483.863949 = -3034675.534119
  nChanged 17
		SP:Iteration 25Q (12575.110000 sec): 3 clusters
  Score: Raw -3046164.656787 + Penalty 11483.863949 = -3034680.792839
  nChanged 18
		SP:Iteration 26Q (12575.190000 sec): 3 clusters
  Score: Raw -3046171.236494 + Penalty 11483.863949 = -3034687.372545
  nChanged 26
		SP:Iteration 27Q (12575.270000 sec): 3 clusters
  Score: Raw -3046178.422156 + Penalty 11483.863949 = -3034694.558207
  nChanged 23
		SP:Iteration 28Q (12575.360000 sec): 3 clusters
  Score: Raw -3046185.226433 + Penalty 11483.863949 = -3034701.362484
  nChanged 16
		SP:Iteration 29Q (12575.440000 sec): 3 clusters
  Score: Raw -3046190.114557 + Penalty 11483.863949 = -3034706.250609
  nChanged 13
		SP:Iteration 30Q (12575.520000 sec): 3 clusters
  Score: Raw -3046193.724385 + Penalty 11483.863949 = -3034709.860436
  nChanged 11
		SP:Iteration 31Q (12575.600000 sec): 3 clusters
  Score: Raw -3046196.807888 + Penalty 11483.863949 = -3034712.943939
  nChanged 12
		SP:Iteration 32Q (12575.680000 sec): 3 clusters
  Score: Raw -3046199.726828 + Penalty 11483.863949 = -3034715.862879
  nChanged 8
		SP:Iteration 33Q (12575.760000 sec): 3 clusters
  Score: Raw -3046201.397059 + Penalty 11483.863949 = -3034717.533111
  nChanged 8
		SP:Iteration 34Q (12575.850000 sec): 3 clusters
  Score: Raw -3046204.174828 + Penalty 11483.863949 = -3034720.310879
  nChanged 10
		SP:Iteration 35Q (12575.930000 sec): 3 clusters
  Score: Raw -3046207.427679 + Penalty 11483.863949 = -3034723.563730
  nChanged 11
		SP:Iteration 36Q (12576.010000 sec): 3 clusters
  Score: Raw -3046210.411845 + Penalty 11483.863949 = -3034726.547897
  nChanged 9
		SP:Iteration 37Q (12576.090000 sec): 3 clusters
  Score: Raw -3046212.696147 + Penalty 11483.863949 = -3034728.832198
  nChanged 4
		SP:Iteration 38Q (12576.170000 sec): 3 clusters
  Score: Raw -3046213.721449 + Penalty 11483.863949 = -3034729.857501
  nChanged 3
		SP:Iteration 39Q (12576.250000 sec): 3 clusters
  Score: Raw -3046214.429783 + Penalty 11483.863949 = -3034730.565834
  nChanged 0
		SP:Iteration 40F (12576.340000 sec): 3 clusters
  Score: Raw -3046214.429783 + Penalty 11483.863949 = -3034730.565834
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 22 (39737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12576.610000 sec): 2 clusters
  Score: Raw -10126490.243143 + Penalty 6486.398289 = -10120003.844854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12576.920000 sec): 3 clusters
  Score: Raw -10103960.623765 + Penalty 12972.796578 = -10090987.827187
  nChanged 17134
		SP:Iteration 1F (12577.220000 sec): 3 clusters
  Score: Raw -10113171.183842 + Penalty 12972.796578 = -10100198.387264
  nChanged 2358
		SP:Iteration 2F (12577.530000 sec): 3 clusters
  Score: Raw -10114223.592626 + Penalty 12972.796578 = -10101250.796048
  nChanged 2057
		SP:Iteration 3F (12577.830000 sec): 3 clusters
  Score: Raw -10115181.732856 + Penalty 12972.796578 = -10102208.936279
  nChanged 1896
		SP:Iteration 4Q (12578.140000 sec): 3 clusters
  Score: Raw -10116012.248738 + Penalty 12972.796578 = -10103039.452160
  nChanged 1697
		SP:Iteration 5Q (12578.450000 sec): 3 clusters
  Score: Raw -10116786.597172 + Penalty 12972.796578 = -10103813.800594
  nChanged 1630
		SP:Iteration 6Q (12578.760000 sec): 3 clusters
  Score: Raw -10117533.143544 + Penalty 12972.796578 = -10104560.346966
  nChanged 1570
		SP:Iteration 7Q (12579.060000 sec): 3 clusters
  Score: Raw -10118229.016161 + Penalty 12972.796578 = -10105256.219584
  nChanged 1497
		SP:Iteration 8Q (12579.370000 sec): 3 clusters
  Score: Raw -10118899.666205 + Penalty 12972.796578 = -10105926.869628
  nChanged 1468
		SP:Iteration 9Q (12579.670000 sec): 3 clusters
  Score: Raw -10119556.469522 + Penalty 12972.796578 = -10106583.672945
  nChanged 1449
		SP:Iteration 10Q (12579.970000 sec): 3 clusters
  Score: Raw -10120210.049946 + Penalty 12972.796578 = -10107237.253369
  nChanged 1431
		SP:Iteration 11Q (12580.280000 sec): 3 clusters
  Score: Raw -10120911.172020 + Penalty 12972.796578 = -10107938.375443
  nChanged 1396
		SP:Iteration 12Q (12580.580000 sec): 3 clusters
  Score: Raw -10121610.065946 + Penalty 12972.796578 = -10108637.269368
  nChanged 1340
		SP:Iteration 13Q (12580.880000 sec): 3 clusters
  Score: Raw -10122256.480101 + Penalty 12972.796578 = -10109283.683524
  nChanged 1226
		SP:Iteration 14Q (12581.180000 sec): 3 clusters
  Score: Raw -10122847.743808 + Penalty 12972.796578 = -10109874.947230
  nChanged 1202
		SP:Iteration 15Q (12581.480000 sec): 3 clusters
  Score: Raw -10123459.936537 + Penalty 12972.796578 = -10110487.139960
  nChanged 1135
		SP:Iteration 16Q (12581.780000 sec): 3 clusters
  Score: Raw -10124057.295678 + Penalty 12972.796578 = -10111084.499101
  nChanged 1080
		SP:Iteration 17Q (12582.070000 sec): 3 clusters
  Score: Raw -10124639.923480 + Penalty 12972.796578 = -10111667.126902
  nChanged 1075
		SP:Iteration 18Q (12582.370000 sec): 3 clusters
  Score: Raw -10125303.709707 + Penalty 12972.796578 = -10112330.913130
  nChanged 1048
		SP:Iteration 19Q (12582.650000 sec): 3 clusters
  Score: Raw -10125943.453841 + Penalty 12972.796578 = -10112970.657264
  nChanged 919
		SP:Iteration 20F (12582.960000 sec): 3 clusters
  Score: Raw -10126521.471352 + Penalty 12972.796578 = -10113548.674775
  nChanged 817
		SP:Iteration 21Q (12583.240000 sec): 3 clusters
  Score: Raw -10126979.348684 + Penalty 12972.796578 = -10114006.552106
  nChanged 679
		SP:Iteration 22Q (12583.520000 sec): 3 clusters
  Score: Raw -10127325.414666 + Penalty 12972.796578 = -10114352.618088
  nChanged 590
		SP:Iteration 23Q (12583.790000 sec): 3 clusters
  Score: Raw -10127580.291746 + Penalty 12972.796578 = -10114607.495169
  nChanged 479
		SP:Iteration 24Q (12584.060000 sec): 3 clusters
  Score: Raw -10127775.857170 + Penalty 12972.796578 = -10114803.060592
  nChanged 410
		SP:Iteration 25Q (12584.320000 sec): 3 clusters
  Score: Raw -10127930.528807 + Penalty 12972.796578 = -10114957.732229
  nChanged 364
		SP:Iteration 26Q (12584.590000 sec): 3 clusters
  Score: Raw -10128061.816795 + Penalty 12972.796578 = -10115089.020218
  nChanged 325
		SP:Iteration 27Q (12584.860000 sec): 3 clusters
  Score: Raw -10128177.757861 + Penalty 12972.796578 = -10115204.961284
  nChanged 307
		SP:Iteration 28Q (12585.120000 sec): 3 clusters
  Score: Raw -10128284.820313 + Penalty 12972.796578 = -10115312.023735
  nChanged 265
		SP:Iteration 29Q (12585.370000 sec): 3 clusters
  Score: Raw -10128368.732825 + Penalty 12972.796578 = -10115395.936247
  nChanged 234
		SP:Iteration 30Q (12585.630000 sec): 3 clusters
  Score: Raw -10128441.628009 + Penalty 12972.796578 = -10115468.831431
  nChanged 210
		SP:Iteration 31Q (12585.890000 sec): 3 clusters
  Score: Raw -10128504.673288 + Penalty 12972.796578 = -10115531.876711
  nChanged 186
		SP:Iteration 32Q (12586.140000 sec): 3 clusters
  Score: Raw -10128559.922126 + Penalty 12972.796578 = -10115587.125548
  nChanged 166
		SP:Iteration 33Q (12586.390000 sec): 3 clusters
  Score: Raw -10128607.649597 + Penalty 12972.796578 = -10115634.853019
  nChanged 150
		SP:Iteration 34Q (12586.640000 sec): 3 clusters
  Score: Raw -10128647.765627 + Penalty 12972.796578 = -10115674.969050
  nChanged 135
		SP:Iteration 35Q (12586.890000 sec): 3 clusters
  Score: Raw -10128684.180634 + Penalty 12972.796578 = -10115711.384056
  nChanged 133
		SP:Iteration 36Q (12587.150000 sec): 3 clusters
  Score: Raw -10128719.477332 + Penalty 12972.796578 = -10115746.680755
  nChanged 115
		SP:Iteration 37Q (12587.400000 sec): 3 clusters
  Score: Raw -10128751.158288 + Penalty 12972.796578 = -10115778.361710
  nChanged 103
		SP:Iteration 38Q (12587.650000 sec): 3 clusters
  Score: Raw -10128779.930762 + Penalty 12972.796578 = -10115807.134185
  nChanged 105
		SP:Iteration 39Q (12587.890000 sec): 3 clusters
  Score: Raw -10128808.009608 + Penalty 12972.796578 = -10115835.213030
  nChanged 99
		SP:Iteration 40F (12588.190000 sec): 3 clusters
  Score: Raw -10128832.537448 + Penalty 12972.796578 = -10115859.740870
  nChanged 83
		SP:Iteration 41Q (12588.440000 sec): 3 clusters
  Score: Raw -10128856.244161 + Penalty 12972.796578 = -10115883.447583
  nChanged 87
		SP:Iteration 42Q (12588.700000 sec): 3 clusters
  Score: Raw -10128880.408466 + Penalty 12972.796578 = -10115907.611888
  nChanged 99
		SP:Iteration 43Q (12588.940000 sec): 3 clusters
  Score: Raw -10128912.255876 + Penalty 12972.796578 = -10115939.459299
  nChanged 104
		SP:Iteration 44Q (12589.190000 sec): 3 clusters
  Score: Raw -10128941.243147 + Penalty 12972.796578 = -10115968.446570
  nChanged 85
		SP:Iteration 45Q (12589.440000 sec): 3 clusters
  Score: Raw -10128963.052335 + Penalty 12972.796578 = -10115990.255757
  nChanged 83
		SP:Iteration 46Q (12589.690000 sec): 3 clusters
  Score: Raw -10128985.756454 + Penalty 12972.796578 = -10116012.959876
  nChanged 81
		SP:Iteration 47Q (12589.940000 sec): 3 clusters
  Score: Raw -10129005.169128 + Penalty 12972.796578 = -10116032.372550
  nChanged 64
		SP:Iteration 48Q (12590.180000 sec): 3 clusters
  Score: Raw -10129020.358810 + Penalty 12972.796578 = -10116047.562232
  nChanged 67
		SP:Iteration 49Q (12590.420000 sec): 3 clusters
  Score: Raw -10129038.518410 + Penalty 12972.796578 = -10116065.721833
  nChanged 62
		SP:Iteration 50Q (12590.670000 sec): 3 clusters
  Score: Raw -10129054.394437 + Penalty 12972.796578 = -10116081.597859
  nChanged 60
		SP:Iteration 51Q (12590.910000 sec): 3 clusters
  Score: Raw -10129068.442791 + Penalty 12972.796578 = -10116095.646214
  nChanged 58
		SP:Iteration 52Q (12591.160000 sec): 3 clusters
  Score: Raw -10129083.370444 + Penalty 12972.796578 = -10116110.573867
  nChanged 44
		SP:Iteration 53Q (12591.400000 sec): 3 clusters
  Score: Raw -10129095.510672 + Penalty 12972.796578 = -10116122.714094
  nChanged 56
		SP:Iteration 54Q (12591.640000 sec): 3 clusters
  Score: Raw -10129109.227661 + Penalty 12972.796578 = -10116136.431083
  nChanged 58
		SP:Iteration 55Q (12591.890000 sec): 3 clusters
  Score: Raw -10129125.442853 + Penalty 12972.796578 = -10116152.646275
  nChanged 59
		SP:Iteration 56Q (12592.140000 sec): 3 clusters
  Score: Raw -10129140.061114 + Penalty 12972.796578 = -10116167.264536
  nChanged 47
		SP:Iteration 57Q (12592.380000 sec): 3 clusters
  Score: Raw -10129152.739360 + Penalty 12972.796578 = -10116179.942782
  nChanged 51
		SP:Iteration 58Q (12592.620000 sec): 3 clusters
  Score: Raw -10129165.216225 + Penalty 12972.796578 = -10116192.419647
  nChanged 34
		SP:Iteration 59Q (12592.870000 sec): 3 clusters
  Score: Raw -10129172.797500 + Penalty 12972.796578 = -10116200.000922
  nChanged 28
		SP:Iteration 60F (12593.170000 sec): 3 clusters
  Score: Raw -10129178.885768 + Penalty 12972.796578 = -10116206.089190
  nChanged 30
		SP:Iteration 61Q (12593.420000 sec): 3 clusters
  Score: Raw -10129186.417295 + Penalty 12972.796578 = -10116213.620718
  nChanged 33
		SP:Iteration 62Q (12593.660000 sec): 3 clusters
  Score: Raw -10129194.378746 + Penalty 12972.796578 = -10116221.582168
  nChanged 31
		SP:Iteration 63Q (12593.900000 sec): 3 clusters
  Score: Raw -10129205.020576 + Penalty 12972.796578 = -10116232.223999
  nChanged 27
		SP:Iteration 64Q (12594.150000 sec): 3 clusters
  Score: Raw -10129212.928920 + Penalty 12972.796578 = -10116240.132342
  nChanged 31
		SP:Iteration 65Q (12594.390000 sec): 3 clusters
  Score: Raw -10129220.784794 + Penalty 12972.796578 = -10116247.988216
  nChanged 37
		SP:Iteration 66Q (12594.630000 sec): 3 clusters
  Score: Raw -10129230.847386 + Penalty 12972.796578 = -10116258.050808
  nChanged 36
		SP:Iteration 67Q (12594.880000 sec): 3 clusters
  Score: Raw -10129240.759094 + Penalty 12972.796578 = -10116267.962516
  nChanged 36
		SP:Iteration 68Q (12595.120000 sec): 3 clusters
  Score: Raw -10129248.581155 + Penalty 12972.796578 = -10116275.784577
  nChanged 32
		SP:Iteration 69Q (12595.360000 sec): 3 clusters
  Score: Raw -10129256.295436 + Penalty 12972.796578 = -10116283.498858
  nChanged 29
		SP:Iteration 70Q (12595.600000 sec): 3 clusters
  Score: Raw -10129263.955250 + Penalty 12972.796578 = -10116291.158672
  nChanged 30
		SP:Iteration 71Q (12595.840000 sec): 3 clusters
  Score: Raw -10129271.338601 + Penalty 12972.796578 = -10116298.542024
  nChanged 30
		SP:Iteration 72Q (12596.080000 sec): 3 clusters
  Score: Raw -10129278.696265 + Penalty 12972.796578 = -10116305.899688
  nChanged 13
		SP:Iteration 73Q (12596.330000 sec): 3 clusters
  Score: Raw -10129281.436954 + Penalty 12972.796578 = -10116308.640377
  nChanged 8
		SP:Iteration 74Q (12596.570000 sec): 3 clusters
  Score: Raw -10129283.220792 + Penalty 12972.796578 = -10116310.424215
  nChanged 8
		SP:Iteration 75Q (12596.810000 sec): 3 clusters
  Score: Raw -10129285.820066 + Penalty 12972.796578 = -10116313.023488
  nChanged 11
		SP:Iteration 76Q (12597.060000 sec): 3 clusters
  Score: Raw -10129288.414513 + Penalty 12972.796578 = -10116315.617935
  nChanged 8
		SP:Iteration 77Q (12597.300000 sec): 3 clusters
  Score: Raw -10129290.324396 + Penalty 12972.796578 = -10116317.527818
  nChanged 7
		SP:Iteration 78Q (12597.540000 sec): 3 clusters
  Score: Raw -10129291.952935 + Penalty 12972.796578 = -10116319.156357
  nChanged 6
		SP:Iteration 79Q (12597.780000 sec): 3 clusters
  Score: Raw -10129293.164569 + Penalty 12972.796578 = -10116320.367991
  nChanged 4
		SP:Iteration 80F (12598.090000 sec): 3 clusters
  Score: Raw -10129293.875108 + Penalty 12972.796578 = -10116321.078531
  nChanged 4
		SP:Iteration 81Q (12598.330000 sec): 3 clusters
  Score: Raw -10129294.527934 + Penalty 12972.796578 = -10116321.731356
  nChanged 4
		SP:Iteration 82Q (12598.570000 sec): 3 clusters
  Score: Raw -10129295.428570 + Penalty 12972.796578 = -10116322.631993
  nChanged 2
		SP:Iteration 83Q (12598.810000 sec): 3 clusters
  Score: Raw -10129296.021141 + Penalty 12972.796578 = -10116323.224563
  nChanged 5
		SP:Iteration 84Q (12599.050000 sec): 3 clusters
  Score: Raw -10129297.125483 + Penalty 12972.796578 = -10116324.328905
  nChanged 7
		SP:Iteration 85Q (12599.290000 sec): 3 clusters
  Score: Raw -10129298.434785 + Penalty 12972.796578 = -10116325.638207
  nChanged 3
		SP:Iteration 86Q (12599.530000 sec): 3 clusters
  Score: Raw -10129299.001096 + Penalty 12972.796578 = -10116326.204519
  nChanged 3
		SP:Iteration 87Q (12599.780000 sec): 3 clusters
  Score: Raw -10129299.566877 + Penalty 12972.796578 = -10116326.770299
  nChanged 3
		SP:Iteration 88Q (12600.020000 sec): 3 clusters
  Score: Raw -10129300.249410 + Penalty 12972.796578 = -10116327.452833
  nChanged 3
		SP:Iteration 89Q (12600.260000 sec): 3 clusters
  Score: Raw -10129301.050314 + Penalty 12972.796578 = -10116328.253737
  nChanged 3
		SP:Iteration 90Q (12600.500000 sec): 3 clusters
  Score: Raw -10129301.672335 + Penalty 12972.796578 = -10116328.875758
  nChanged 2
		SP:Iteration 91Q (12600.740000 sec): 3 clusters
  Score: Raw -10129301.994671 + Penalty 12972.796578 = -10116329.198093
  nChanged 3
		SP:Iteration 92Q (12600.980000 sec): 3 clusters
  Score: Raw -10129302.592201 + Penalty 12972.796578 = -10116329.795623
  nChanged 3
		SP:Iteration 93Q (12601.220000 sec): 3 clusters
  Score: Raw -10129303.280763 + Penalty 12972.796578 = -10116330.484186
  nChanged 2
		SP:Iteration 94Q (12601.460000 sec): 3 clusters
  Score: Raw -10129303.705645 + Penalty 12972.796578 = -10116330.909068
  nChanged 2
		SP:Iteration 95Q (12601.700000 sec): 3 clusters
  Score: Raw -10129304.160452 + Penalty 12972.796578 = -10116331.363874
  nChanged 2
		SP:Iteration 96Q (12601.940000 sec): 3 clusters
  Score: Raw -10129304.539933 + Penalty 12972.796578 = -10116331.743355
  nChanged 2
		SP:Iteration 97Q (12602.180000 sec): 3 clusters
  Score: Raw -10129304.877459 + Penalty 12972.796578 = -10116332.080882
  nChanged 6
		SP:Iteration 98Q (12602.420000 sec): 3 clusters
  Score: Raw -10129306.056602 + Penalty 12972.796578 = -10116333.260025
  nChanged 3
		SP:Iteration 99Q (12602.660000 sec): 3 clusters
  Score: Raw -10129306.809412 + Penalty 12972.796578 = -10116334.012835
  nChanged 2
		SP:Iteration 100F (12602.970000 sec): 3 clusters
  Score: Raw -10129307.258579 + Penalty 12972.796578 = -10116334.462002
  nChanged 3
		SP:Iteration 101Q (12603.210000 sec): 3 clusters
  Score: Raw -10129307.790103 + Penalty 12972.796578 = -10116334.993525
  nChanged 2
		SP:Iteration 102Q (12603.450000 sec): 3 clusters
  Score: Raw -10129308.034442 + Penalty 12972.796578 = -10116335.237864
  nChanged 5
		SP:Iteration 103Q (12603.700000 sec): 3 clusters
  Score: Raw -10129308.899844 + Penalty 12972.796578 = -10116336.103266
  nChanged 4
		SP:Iteration 104Q (12603.940000 sec): 3 clusters
  Score: Raw -10129309.679079 + Penalty 12972.796578 = -10116336.882501
  nChanged 3
		SP:Iteration 105Q (12604.180000 sec): 3 clusters
  Score: Raw -10129310.580244 + Penalty 12972.796578 = -10116337.783667
  nChanged 5
		SP:Iteration 106Q (12604.420000 sec): 3 clusters
  Score: Raw -10129311.695436 + Penalty 12972.796578 = -10116338.898859
  nChanged 6
		SP:Iteration 107Q (12604.660000 sec): 3 clusters
  Score: Raw -10129312.869026 + Penalty 12972.796578 = -10116340.072449
  nChanged 4
		SP:Iteration 108Q (12604.900000 sec): 3 clusters
  Score: Raw -10129313.771006 + Penalty 12972.796578 = -10116340.974428
  nChanged 7
		SP:Iteration 109Q (12605.140000 sec): 3 clusters
  Score: Raw -10129315.139463 + Penalty 12972.796578 = -10116342.342885
  nChanged 4
		SP:Iteration 110Q (12605.380000 sec): 3 clusters
  Score: Raw -10129315.970904 + Penalty 12972.796578 = -10116343.174327
  nChanged 2
		SP:Iteration 111Q (12605.620000 sec): 3 clusters
  Score: Raw -10129316.320139 + Penalty 12972.796578 = -10116343.523561
  nChanged 2
		SP:Iteration 112Q (12605.860000 sec): 3 clusters
  Score: Raw -10129316.689636 + Penalty 12972.796578 = -10116343.893058
  nChanged 0
		SP:Iteration 113F (12606.170000 sec): 3 clusters
  Score: Raw -10129316.689636 + Penalty 12972.796578 = -10116343.893058
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 23 (28492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12606.360000 sec): 2 clusters
  Score: Raw -7571298.451414 + Penalty 6282.644408 = -7565015.807006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12606.580000 sec): 3 clusters
  Score: Raw -7555744.229455 + Penalty 12565.288816 = -7543178.940640
  nChanged 11908
		SP:Iteration 1F (12606.800000 sec): 3 clusters
  Score: Raw -7562108.404828 + Penalty 12565.288816 = -7549543.116012
  nChanged 1812
		SP:Iteration 2F (12607.010000 sec): 3 clusters
  Score: Raw -7562956.044593 + Penalty 12565.288816 = -7550390.755778
  nChanged 1485
		SP:Iteration 3F (12607.230000 sec): 3 clusters
  Score: Raw -7563652.024756 + Penalty 12565.288816 = -7551086.735940
  nChanged 1342
		SP:Iteration 4Q (12607.450000 sec): 3 clusters
  Score: Raw -7564297.982939 + Penalty 12565.288816 = -7551732.694123
  nChanged 1280
		SP:Iteration 5Q (12607.660000 sec): 3 clusters
  Score: Raw -7564946.206113 + Penalty 12565.288816 = -7552380.917297
  nChanged 1268
		SP:Iteration 6Q (12607.880000 sec): 3 clusters
  Score: Raw -7565628.471388 + Penalty 12565.288816 = -7553063.182572
  nChanged 1291
		SP:Iteration 7Q (12608.090000 sec): 3 clusters
  Score: Raw -7566345.568765 + Penalty 12565.288816 = -7553780.279949
  nChanged 1342
		SP:Iteration 8Q (12608.310000 sec): 3 clusters
  Score: Raw -7567148.971284 + Penalty 12565.288816 = -7554583.682468
  nChanged 1394
		SP:Iteration 9Q (12608.520000 sec): 3 clusters
  Score: Raw -7568049.668905 + Penalty 12565.288816 = -7555484.380090
  nChanged 1416
		SP:Iteration 10Q (12608.740000 sec): 3 clusters
  Score: Raw -7569000.566444 + Penalty 12565.288816 = -7556435.277628
  nChanged 1335
		SP:Iteration 11Q (12608.950000 sec): 3 clusters
  Score: Raw -7569873.421822 + Penalty 12565.288816 = -7557308.133006
  nChanged 1122
		SP:Iteration 12Q (12609.170000 sec): 3 clusters
  Score: Raw -7570588.870149 + Penalty 12565.288816 = -7558023.581333
  nChanged 903
		SP:Iteration 13Q (12609.380000 sec): 3 clusters
  Score: Raw -7571077.977553 + Penalty 12565.288816 = -7558512.688737
  nChanged 688
		SP:Iteration 14Q (12609.590000 sec): 3 clusters
  Score: Raw -7571426.213677 + Penalty 12565.288816 = -7558860.924861
  nChanged 539
		SP:Iteration 15Q (12609.810000 sec): 3 clusters
  Score: Raw -7571678.449766 + Penalty 12565.288816 = -7559113.160950
  nChanged 402
		SP:Iteration 16Q (12610.010000 sec): 3 clusters
  Score: Raw -7571858.077646 + Penalty 12565.288816 = -7559292.788831
  nChanged 325
		SP:Iteration 17Q (12610.230000 sec): 3 clusters
  Score: Raw -7572003.076786 + Penalty 12565.288816 = -7559437.787971
  nChanged 278
		SP:Iteration 18Q (12610.430000 sec): 3 clusters
  Score: Raw -7572115.794272 + Penalty 12565.288816 = -7559550.505456
  nChanged 213
		SP:Iteration 19Q (12610.640000 sec): 3 clusters
  Score: Raw -7572200.701984 + Penalty 12565.288816 = -7559635.413168
  nChanged 190
		SP:Iteration 20F (12610.860000 sec): 3 clusters
  Score: Raw -7572277.428382 + Penalty 12565.288816 = -7559712.139567
  nChanged 181
		SP:Iteration 21Q (12611.060000 sec): 3 clusters
  Score: Raw -7572357.872083 + Penalty 12565.288816 = -7559792.583267
  nChanged 170
		SP:Iteration 22Q (12611.270000 sec): 3 clusters
  Score: Raw -7572423.821357 + Penalty 12565.288816 = -7559858.532541
  nChanged 142
		SP:Iteration 23Q (12611.470000 sec): 3 clusters
  Score: Raw -7572477.322566 + Penalty 12565.288816 = -7559912.033750
  nChanged 104
		SP:Iteration 24Q (12611.670000 sec): 3 clusters
  Score: Raw -7572511.404530 + Penalty 12565.288816 = -7559946.115715
  nChanged 86
		SP:Iteration 25Q (12611.880000 sec): 3 clusters
  Score: Raw -7572540.178445 + Penalty 12565.288816 = -7559974.889629
  nChanged 83
		SP:Iteration 26Q (12612.080000 sec): 3 clusters
  Score: Raw -7572571.789226 + Penalty 12565.288816 = -7560006.500410
  nChanged 74
		SP:Iteration 27Q (12612.280000 sec): 3 clusters
  Score: Raw -7572596.847431 + Penalty 12565.288816 = -7560031.558615
  nChanged 52
		SP:Iteration 28Q (12612.490000 sec): 3 clusters
  Score: Raw -7572611.516490 + Penalty 12565.288816 = -7560046.227674
  nChanged 34
		SP:Iteration 29Q (12612.690000 sec): 3 clusters
  Score: Raw -7572620.679283 + Penalty 12565.288816 = -7560055.390467
  nChanged 26
		SP:Iteration 30Q (12612.890000 sec): 3 clusters
  Score: Raw -7572628.756927 + Penalty 12565.288816 = -7560063.468111
  nChanged 32
		SP:Iteration 31Q (12613.090000 sec): 3 clusters
  Score: Raw -7572638.950238 + Penalty 12565.288816 = -7560073.661423
  nChanged 27
		SP:Iteration 32Q (12613.290000 sec): 3 clusters
  Score: Raw -7572647.709488 + Penalty 12565.288816 = -7560082.420672
  nChanged 23
		SP:Iteration 33Q (12613.490000 sec): 3 clusters
  Score: Raw -7572655.681238 + Penalty 12565.288816 = -7560090.392423
  nChanged 21
		SP:Iteration 34Q (12613.690000 sec): 3 clusters
  Score: Raw -7572662.316575 + Penalty 12565.288816 = -7560097.027760
  nChanged 21
		SP:Iteration 35Q (12613.890000 sec): 3 clusters
  Score: Raw -7572669.237997 + Penalty 12565.288816 = -7560103.949181
  nChanged 23
		SP:Iteration 36Q (12614.090000 sec): 3 clusters
  Score: Raw -7572676.162776 + Penalty 12565.288816 = -7560110.873960
  nChanged 22
		SP:Iteration 37Q (12614.290000 sec): 3 clusters
  Score: Raw -7572683.308363 + Penalty 12565.288816 = -7560118.019547
  nChanged 19
		SP:Iteration 38Q (12614.490000 sec): 3 clusters
  Score: Raw -7572690.183772 + Penalty 12565.288816 = -7560124.894956
  nChanged 24
		SP:Iteration 39Q (12614.690000 sec): 3 clusters
  Score: Raw -7572700.492575 + Penalty 12565.288816 = -7560135.203760
  nChanged 33
		SP:Iteration 40F (12614.910000 sec): 3 clusters
  Score: Raw -7572713.656076 + Penalty 12565.288816 = -7560148.367260
  nChanged 24
		SP:Iteration 41Q (12615.110000 sec): 3 clusters
  Score: Raw -7572722.787136 + Penalty 12565.288816 = -7560157.498320
  nChanged 26
		SP:Iteration 42Q (12615.310000 sec): 3 clusters
  Score: Raw -7572731.029690 + Penalty 12565.288816 = -7560165.740875
  nChanged 22
		SP:Iteration 43Q (12615.510000 sec): 3 clusters
  Score: Raw -7572739.284718 + Penalty 12565.288816 = -7560173.995902
  nChanged 17
		SP:Iteration 44Q (12615.700000 sec): 3 clusters
  Score: Raw -7572745.617232 + Penalty 12565.288816 = -7560180.328416
  nChanged 17
		SP:Iteration 45Q (12615.900000 sec): 3 clusters
  Score: Raw -7572751.937828 + Penalty 12565.288816 = -7560186.649012
  nChanged 13
		SP:Iteration 46Q (12616.100000 sec): 3 clusters
  Score: Raw -7572755.977536 + Penalty 12565.288816 = -7560190.688721
  nChanged 9
		SP:Iteration 47Q (12616.300000 sec): 3 clusters
  Score: Raw -7572758.983132 + Penalty 12565.288816 = -7560193.694316
  nChanged 10
		SP:Iteration 48Q (12616.490000 sec): 3 clusters
  Score: Raw -7572762.233171 + Penalty 12565.288816 = -7560196.944355
  nChanged 6
		SP:Iteration 49Q (12616.690000 sec): 3 clusters
  Score: Raw -7572764.328908 + Penalty 12565.288816 = -7560199.040092
  nChanged 8
		SP:Iteration 50Q (12616.890000 sec): 3 clusters
  Score: Raw -7572767.434060 + Penalty 12565.288816 = -7560202.145245
  nChanged 4
		SP:Iteration 51Q (12617.080000 sec): 3 clusters
  Score: Raw -7572768.211160 + Penalty 12565.288816 = -7560202.922344
  nChanged 3
		SP:Iteration 52Q (12617.290000 sec): 3 clusters
  Score: Raw -7572769.367761 + Penalty 12565.288816 = -7560204.078945
  nChanged 2
		SP:Iteration 53Q (12617.490000 sec): 3 clusters
  Score: Raw -7572769.855887 + Penalty 12565.288816 = -7560204.567071
  nChanged 3
		SP:Iteration 54Q (12617.680000 sec): 3 clusters
  Score: Raw -7572770.727195 + Penalty 12565.288816 = -7560205.438379
  nChanged 3
		SP:Iteration 55Q (12617.880000 sec): 3 clusters
  Score: Raw -7572771.515927 + Penalty 12565.288816 = -7560206.227111
  nChanged 2
		SP:Iteration 56Q (12618.080000 sec): 3 clusters
  Score: Raw -7572772.199926 + Penalty 12565.288816 = -7560206.911110
  nChanged 2
		SP:Iteration 57Q (12618.280000 sec): 3 clusters
  Score: Raw -7572772.631329 + Penalty 12565.288816 = -7560207.342513
  nChanged 1
		SP:Iteration 58Q (12618.470000 sec): 3 clusters
  Score: Raw -7572772.764691 + Penalty 12565.288816 = -7560207.475875
  nChanged 0
		SP:Iteration 59F (12618.690000 sec): 3 clusters
  Score: Raw -7572772.764691 + Penalty 12565.288816 = -7560207.475875
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 24 (17335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12618.810000 sec): 2 clusters
  Score: Raw -4583432.617140 + Penalty 5978.295751 = -4577454.321389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12618.940000 sec): 3 clusters
  Score: Raw -4574519.965318 + Penalty 11956.591501 = -4562563.373817
  nChanged 6874
		SP:Iteration 1F (12619.070000 sec): 3 clusters
  Score: Raw -4578351.909106 + Penalty 11956.591501 = -4566395.317605
  nChanged 1280
		SP:Iteration 2F (12619.210000 sec): 3 clusters
  Score: Raw -4579120.202089 + Penalty 11956.591501 = -4567163.610587
  nChanged 1002
		SP:Iteration 3F (12619.340000 sec): 3 clusters
  Score: Raw -4579701.462579 + Penalty 11956.591501 = -4567744.871078
  nChanged 800
		SP:Iteration 4Q (12619.470000 sec): 3 clusters
  Score: Raw -4580157.518129 + Penalty 11956.591501 = -4568200.926628
  nChanged 717
		SP:Iteration 5Q (12619.600000 sec): 3 clusters
  Score: Raw -4580548.998268 + Penalty 11956.591501 = -4568592.406767
  nChanged 622
		SP:Iteration 6Q (12619.730000 sec): 3 clusters
  Score: Raw -4580883.435492 + Penalty 11956.591501 = -4568926.843991
  nChanged 581
		SP:Iteration 7Q (12619.870000 sec): 3 clusters
  Score: Raw -4581198.624866 + Penalty 11956.591501 = -4569242.033364
  nChanged 561
		SP:Iteration 8Q (12620.000000 sec): 3 clusters
  Score: Raw -4581543.966693 + Penalty 11956.591501 = -4569587.375192
  nChanged 576
		SP:Iteration 9Q (12620.130000 sec): 3 clusters
  Score: Raw -4581922.578269 + Penalty 11956.591501 = -4569965.986768
  nChanged 631
		SP:Iteration 10Q (12620.250000 sec): 3 clusters
  Score: Raw -4582363.045310 + Penalty 11956.591501 = -4570406.453809
  nChanged 633
		SP:Iteration 11Q (12620.390000 sec): 3 clusters
  Score: Raw -4582825.194646 + Penalty 11956.591501 = -4570868.603144
  nChanged 651
		SP:Iteration 12Q (12620.510000 sec): 3 clusters
  Score: Raw -4583295.430376 + Penalty 11956.591501 = -4571338.838875
  nChanged 588
		SP:Iteration 13Q (12620.640000 sec): 3 clusters
  Score: Raw -4583688.847561 + Penalty 11956.591501 = -4571732.256060
  nChanged 534
		SP:Iteration 14Q (12620.770000 sec): 3 clusters
  Score: Raw -4584056.569940 + Penalty 11956.591501 = -4572099.978439
  nChanged 458
		SP:Iteration 15Q (12620.890000 sec): 3 clusters
  Score: Raw -4584345.099165 + Penalty 11956.591501 = -4572388.507664
  nChanged 382
		SP:Iteration 16Q (12621.020000 sec): 3 clusters
  Score: Raw -4584541.674743 + Penalty 11956.591501 = -4572585.083242
  nChanged 294
		SP:Iteration 17Q (12621.140000 sec): 3 clusters
  Score: Raw -4584674.575042 + Penalty 11956.591501 = -4572717.983541
  nChanged 218
		SP:Iteration 18Q (12621.260000 sec): 3 clusters
  Score: Raw -4584755.166045 + Penalty 11956.591501 = -4572798.574543
  nChanged 164
		SP:Iteration 19Q (12621.390000 sec): 3 clusters
  Score: Raw -4584815.586465 + Penalty 11956.591501 = -4572858.994964
  nChanged 137
		SP:Iteration 20F (12621.520000 sec): 3 clusters
  Score: Raw -4584860.298498 + Penalty 11956.591501 = -4572903.706996
  nChanged 102
		SP:Iteration 21Q (12621.640000 sec): 3 clusters
  Score: Raw -4584889.545004 + Penalty 11956.591501 = -4572932.953503
  nChanged 70
		SP:Iteration 22Q (12621.760000 sec): 3 clusters
  Score: Raw -4584906.204933 + Penalty 11956.591501 = -4572949.613432
  nChanged 50
		SP:Iteration 23Q (12621.880000 sec): 3 clusters
  Score: Raw -4584917.776720 + Penalty 11956.591501 = -4572961.185219
  nChanged 35
		SP:Iteration 24Q (12622.010000 sec): 3 clusters
  Score: Raw -4584924.615292 + Penalty 11956.591501 = -4572968.023791
  nChanged 20
		SP:Iteration 25Q (12622.130000 sec): 3 clusters
  Score: Raw -4584928.606394 + Penalty 11956.591501 = -4572972.014893
  nChanged 12
		SP:Iteration 26Q (12622.250000 sec): 3 clusters
  Score: Raw -4584931.192048 + Penalty 11956.591501 = -4572974.600547
  nChanged 13
		SP:Iteration 27Q (12622.370000 sec): 3 clusters
  Score: Raw -4584933.966779 + Penalty 11956.591501 = -4572977.375278
  nChanged 12
		SP:Iteration 28Q (12622.490000 sec): 3 clusters
  Score: Raw -4584936.087346 + Penalty 11956.591501 = -4572979.495845
  nChanged 11
		SP:Iteration 29Q (12622.610000 sec): 3 clusters
  Score: Raw -4584937.822784 + Penalty 11956.591501 = -4572981.231283
  nChanged 6
		SP:Iteration 30Q (12622.730000 sec): 3 clusters
  Score: Raw -4584938.895958 + Penalty 11956.591501 = -4572982.304457
  nChanged 7
		SP:Iteration 31Q (12622.850000 sec): 3 clusters
  Score: Raw -4584939.978089 + Penalty 11956.591501 = -4572983.386588
  nChanged 5
		SP:Iteration 32Q (12622.970000 sec): 3 clusters
  Score: Raw -4584940.604742 + Penalty 11956.591501 = -4572984.013241
  nChanged 3
		SP:Iteration 33Q (12623.100000 sec): 3 clusters
  Score: Raw -4584941.111129 + Penalty 11956.591501 = -4572984.519628
  nChanged 2
		SP:Iteration 34Q (12623.220000 sec): 3 clusters
  Score: Raw -4584941.623252 + Penalty 11956.591501 = -4572985.031751
  nChanged 3
		SP:Iteration 35Q (12623.340000 sec): 3 clusters
  Score: Raw -4584942.216109 + Penalty 11956.591501 = -4572985.624607
  nChanged 2
		SP:Iteration 36Q (12623.460000 sec): 3 clusters
  Score: Raw -4584942.683261 + Penalty 11956.591501 = -4572986.091760
  nChanged 1
		SP:Iteration 37Q (12623.580000 sec): 3 clusters
  Score: Raw -4584942.899752 + Penalty 11956.591501 = -4572986.308251
  nChanged 2
		SP:Iteration 38Q (12623.700000 sec): 3 clusters
  Score: Raw -4584943.131526 + Penalty 11956.591501 = -4572986.540024
  nChanged 1
		SP:Iteration 39Q (12623.830000 sec): 3 clusters
  Score: Raw -4584943.296905 + Penalty 11956.591501 = -4572986.705403
  nChanged 1
		SP:Iteration 40F (12623.960000 sec): 3 clusters
  Score: Raw -4584943.483399 + Penalty 11956.591501 = -4572986.891897
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 25 (44949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12624.250000 sec): 2 clusters
  Score: Raw -11794467.340030 + Penalty 6561.886323 = -11787905.453707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12624.600000 sec): 3 clusters
  Score: Raw -11768749.354856 + Penalty 13123.772646 = -11755625.582210
  nChanged 19467
		SP:Iteration 1F (12624.950000 sec): 3 clusters
  Score: Raw -11779185.441701 + Penalty 13123.772646 = -11766061.669055
  nChanged 2339
		SP:Iteration 2F (12625.290000 sec): 3 clusters
  Score: Raw -11780010.624239 + Penalty 13123.772646 = -11766886.851593
  nChanged 1905
		SP:Iteration 3Q (12625.640000 sec): 3 clusters
  Score: Raw -11780620.829108 + Penalty 13123.772646 = -11767497.056462
  nChanged 1570
		SP:Iteration 4Q (12625.980000 sec): 3 clusters
  Score: Raw -11781121.616276 + Penalty 13123.772646 = -11767997.843630
  nChanged 1475
		SP:Iteration 5Q (12626.330000 sec): 3 clusters
  Score: Raw -11781585.793427 + Penalty 13123.772646 = -11768462.020781
  nChanged 1333
		SP:Iteration 6Q (12626.680000 sec): 3 clusters
  Score: Raw -11782029.251910 + Penalty 13123.772646 = -11768905.479264
  nChanged 1268
		SP:Iteration 7Q (12627.020000 sec): 3 clusters
  Score: Raw -11782483.486351 + Penalty 13123.772646 = -11769359.713705
  nChanged 1383
		SP:Iteration 8Q (12627.370000 sec): 3 clusters
  Score: Raw -11783062.886294 + Penalty 13123.772646 = -11769939.113648
  nChanged 1508
		SP:Iteration 9Q (12627.710000 sec): 3 clusters
  Score: Raw -11783765.336954 + Penalty 13123.772646 = -11770641.564308
  nChanged 1667
		SP:Iteration 10Q (12628.060000 sec): 3 clusters
  Score: Raw -11784651.969167 + Penalty 13123.772646 = -11771528.196521
  nChanged 1860
		SP:Iteration 11Q (12628.400000 sec): 3 clusters
  Score: Raw -11785822.574620 + Penalty 13123.772646 = -11772698.801974
  nChanged 2099
		SP:Iteration 12Q (12628.740000 sec): 3 clusters
  Score: Raw -11787325.768652 + Penalty 13123.772646 = -11774201.996006
  nChanged 2148
		SP:Iteration 13Q (12629.080000 sec): 3 clusters
  Score: Raw -11788940.098672 + Penalty 13123.772646 = -11775816.326026
  nChanged 2042
		SP:Iteration 14Q (12629.410000 sec): 3 clusters
  Score: Raw -11790497.168001 + Penalty 13123.772646 = -11777373.395354
  nChanged 1747
		SP:Iteration 15Q (12629.730000 sec): 3 clusters
  Score: Raw -11791858.932755 + Penalty 13123.772646 = -11778735.160109
  nChanged 1413
		SP:Iteration 16Q (12630.040000 sec): 3 clusters
  Score: Raw -11793010.171196 + Penalty 13123.772646 = -11779886.398550
  nChanged 986
		SP:Iteration 17Q (12630.340000 sec): 3 clusters
  Score: Raw -11793788.313789 + Penalty 13123.772646 = -11780664.541143
  nChanged 623
		SP:Iteration 18Q (12630.630000 sec): 3 clusters
  Score: Raw -11794250.774579 + Penalty 13123.772646 = -11781127.001933
  nChanged 380
		SP:Iteration 19Q (12630.900000 sec): 3 clusters
  Score: Raw -11794544.196579 + Penalty 13123.772646 = -11781420.423933
  nChanged 262
		SP:Iteration 20F (12631.240000 sec): 3 clusters
  Score: Raw -11794739.052350 + Penalty 13123.772646 = -11781615.279704
  nChanged 169
		SP:Iteration 21Q (12631.510000 sec): 3 clusters
  Score: Raw -11794859.992798 + Penalty 13123.772646 = -11781736.220151
  nChanged 120
		SP:Iteration 22Q (12631.770000 sec): 3 clusters
  Score: Raw -11794947.402640 + Penalty 13123.772646 = -11781823.629994
  nChanged 79
		SP:Iteration 23Q (12632.030000 sec): 3 clusters
  Score: Raw -11795009.022948 + Penalty 13123.772646 = -11781885.250302
  nChanged 63
		SP:Iteration 24Q (12632.280000 sec): 3 clusters
  Score: Raw -11795058.067648 + Penalty 13123.772646 = -11781934.295002
  nChanged 48
		SP:Iteration 25Q (12632.530000 sec): 3 clusters
  Score: Raw -11795092.055583 + Penalty 13123.772646 = -11781968.282937
  nChanged 35
		SP:Iteration 26Q (12632.790000 sec): 3 clusters
  Score: Raw -11795119.631081 + Penalty 13123.772646 = -11781995.858435
  nChanged 29
		SP:Iteration 27Q (12633.040000 sec): 3 clusters
  Score: Raw -11795140.169895 + Penalty 13123.772646 = -11782016.397249
  nChanged 15
		SP:Iteration 28Q (12633.290000 sec): 3 clusters
  Score: Raw -11795152.106245 + Penalty 13123.772646 = -11782028.333599
  nChanged 22
		SP:Iteration 29Q (12633.540000 sec): 3 clusters
  Score: Raw -11795168.170795 + Penalty 13123.772646 = -11782044.398149
  nChanged 18
		SP:Iteration 30Q (12633.790000 sec): 3 clusters
  Score: Raw -11795182.290084 + Penalty 13123.772646 = -11782058.517438
  nChanged 19
		SP:Iteration 31Q (12634.030000 sec): 3 clusters
  Score: Raw -11795196.103276 + Penalty 13123.772646 = -11782072.330630
  nChanged 12
		SP:Iteration 32Q (12634.290000 sec): 3 clusters
  Score: Raw -11795207.396997 + Penalty 13123.772646 = -11782083.624351
  nChanged 15
		SP:Iteration 33Q (12634.530000 sec): 3 clusters
  Score: Raw -11795218.004306 + Penalty 13123.772646 = -11782094.231660
  nChanged 8
		SP:Iteration 34Q (12634.780000 sec): 3 clusters
  Score: Raw -11795224.718370 + Penalty 13123.772646 = -11782100.945724
  nChanged 9
		SP:Iteration 35Q (12635.030000 sec): 3 clusters
  Score: Raw -11795232.354038 + Penalty 13123.772646 = -11782108.581392
  nChanged 7
		SP:Iteration 36Q (12635.280000 sec): 3 clusters
  Score: Raw -11795238.165017 + Penalty 13123.772646 = -11782114.392371
  nChanged 6
		SP:Iteration 37Q (12635.530000 sec): 3 clusters
  Score: Raw -11795243.823815 + Penalty 13123.772646 = -11782120.051169
  nChanged 3
		SP:Iteration 38Q (12635.770000 sec): 3 clusters
  Score: Raw -11795248.518321 + Penalty 13123.772646 = -11782124.745675
  nChanged 7
		SP:Iteration 39Q (12636.020000 sec): 3 clusters
  Score: Raw -11795252.779432 + Penalty 13123.772646 = -11782129.006786
  nChanged 4
		SP:Iteration 40F (12636.360000 sec): 3 clusters
  Score: Raw -11795255.596127 + Penalty 13123.772646 = -11782131.823481
  nChanged 5
		SP:Iteration 41Q (12636.610000 sec): 3 clusters
  Score: Raw -11795260.564157 + Penalty 13123.772646 = -11782136.791511
  nChanged 9
		SP:Iteration 42Q (12636.860000 sec): 3 clusters
  Score: Raw -11795266.942028 + Penalty 13123.772646 = -11782143.169382
  nChanged 3
		SP:Iteration 43Q (12637.110000 sec): 3 clusters
  Score: Raw -11795269.570377 + Penalty 13123.772646 = -11782145.797731
  nChanged 6
		SP:Iteration 44Q (12637.350000 sec): 3 clusters
  Score: Raw -11795274.224338 + Penalty 13123.772646 = -11782150.451692
  nChanged 5
		SP:Iteration 45Q (12637.600000 sec): 3 clusters
  Score: Raw -11795277.409636 + Penalty 13123.772646 = -11782153.636990
  nChanged 2
		SP:Iteration 46Q (12637.840000 sec): 3 clusters
  Score: Raw -11795278.447954 + Penalty 13123.772646 = -11782154.675308
  nChanged 2
		SP:Iteration 47Q (12638.090000 sec): 3 clusters
  Score: Raw -11795279.135501 + Penalty 13123.772646 = -11782155.362855
  nChanged 1
		SP:Iteration 48Q (12638.330000 sec): 3 clusters
  Score: Raw -11795279.887843 + Penalty 13123.772646 = -11782156.115197
  nChanged 2
		SP:Iteration 49Q (12638.580000 sec): 3 clusters
  Score: Raw -11795281.553548 + Penalty 13123.772646 = -11782157.780902
  nChanged 2
		SP:Iteration 50Q (12638.830000 sec): 3 clusters
  Score: Raw -11795282.636625 + Penalty 13123.772646 = -11782158.863979
  nChanged 1
		SP:Iteration 51Q (12639.070000 sec): 3 clusters
  Score: Raw -11795283.242809 + Penalty 13123.772646 = -11782159.470163
  nChanged 1
		SP:Iteration 52Q (12639.320000 sec): 3 clusters
  Score: Raw -11795284.125334 + Penalty 13123.772646 = -11782160.352688
  nChanged 1
		SP:Iteration 53Q (12639.560000 sec): 3 clusters
  Score: Raw -11795285.389168 + Penalty 13123.772646 = -11782161.616522
  nChanged 3
		SP:Iteration 54Q (12639.810000 sec): 3 clusters
  Score: Raw -11795286.903232 + Penalty 13123.772646 = -11782163.130586
  nChanged 4
		SP:Iteration 55Q (12640.060000 sec): 3 clusters
  Score: Raw -11795289.891429 + Penalty 13123.772646 = -11782166.118783
  nChanged 0
		SP:Iteration 56F (12640.390000 sec): 3 clusters
  Score: Raw -11795289.891429 + Penalty 13123.772646 = -11782166.118783
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 26 (4658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12640.450000 sec): 2 clusters
  Score: Raw -1197946.271019 + Penalty 5173.384138 = -1192772.886881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12640.490000 sec): 3 clusters
  Score: Raw -1196313.005932 + Penalty 10346.768277 = -1185966.237655
  nChanged 1406
		SP:Iteration 1F (12640.520000 sec): 3 clusters
  Score: Raw -1197528.874048 + Penalty 10346.768277 = -1187182.105771
  nChanged 364
		SP:Iteration 2F (12640.560000 sec): 3 clusters
  Score: Raw -1198013.484600 + Penalty 10346.768277 = -1187666.716323
  nChanged 290
		SP:Iteration 3F (12640.590000 sec): 3 clusters
  Score: Raw -1198447.815116 + Penalty 10346.768277 = -1188101.046839
  nChanged 243
		SP:Iteration 4F (12640.630000 sec): 3 clusters
  Score: Raw -1198781.097612 + Penalty 10346.768277 = -1188434.329335
  nChanged 199
		SP:Iteration 5Q (12640.660000 sec): 3 clusters
  Score: Raw -1199049.633903 + Penalty 10346.768277 = -1188702.865627
  nChanged 158
		SP:Iteration 6Q (12640.690000 sec): 3 clusters
  Score: Raw -1199262.195813 + Penalty 10346.768277 = -1188915.427536
  nChanged 141
		SP:Iteration 7Q (12640.720000 sec): 3 clusters
  Score: Raw -1199440.135075 + Penalty 10346.768277 = -1189093.366798
  nChanged 131
		SP:Iteration 8Q (12640.750000 sec): 3 clusters
  Score: Raw -1199629.725831 + Penalty 10346.768277 = -1189282.957554
  nChanged 143
		SP:Iteration 9Q (12640.790000 sec): 3 clusters
  Score: Raw -1199838.171377 + Penalty 10346.768277 = -1189491.403100
  nChanged 137
		SP:Iteration 10Q (12640.820000 sec): 3 clusters
  Score: Raw -1200057.002320 + Penalty 10346.768277 = -1189710.234043
  nChanged 141
		SP:Iteration 11Q (12640.850000 sec): 3 clusters
  Score: Raw -1200263.284540 + Penalty 10346.768277 = -1189916.516263
  nChanged 123
		SP:Iteration 12Q (12640.880000 sec): 3 clusters
  Score: Raw -1200431.601964 + Penalty 10346.768277 = -1190084.833687
  nChanged 107
		SP:Iteration 13Q (12640.910000 sec): 3 clusters
  Score: Raw -1200541.941696 + Penalty 10346.768277 = -1190195.173419
  nChanged 80
		SP:Iteration 14Q (12640.940000 sec): 3 clusters
  Score: Raw -1200617.073371 + Penalty 10346.768277 = -1190270.305094
  nChanged 65
		SP:Iteration 15Q (12640.970000 sec): 3 clusters
  Score: Raw -1200678.790459 + Penalty 10346.768277 = -1190332.022183
  nChanged 59
		SP:Iteration 16Q (12641.000000 sec): 3 clusters
  Score: Raw -1200731.224982 + Penalty 10346.768277 = -1190384.456705
  nChanged 58
		SP:Iteration 17Q (12641.030000 sec): 3 clusters
  Score: Raw -1200790.613668 + Penalty 10346.768277 = -1190443.845391
  nChanged 58
		SP:Iteration 18Q (12641.050000 sec): 3 clusters
  Score: Raw -1200850.702914 + Penalty 10346.768277 = -1190503.934637
  nChanged 63
		SP:Iteration 19Q (12641.080000 sec): 3 clusters
  Score: Raw -1200909.193373 + Penalty 10346.768277 = -1190562.425096
  nChanged 55
		SP:Iteration 20F (12641.120000 sec): 3 clusters
  Score: Raw -1200960.762700 + Penalty 10346.768277 = -1190613.994423
  nChanged 53
		SP:Iteration 21Q (12641.150000 sec): 3 clusters
  Score: Raw -1201011.399375 + Penalty 10346.768277 = -1190664.631098
  nChanged 54
		SP:Iteration 22Q (12641.170000 sec): 3 clusters
  Score: Raw -1201064.574842 + Penalty 10346.768277 = -1190717.806566
  nChanged 69
		SP:Iteration 23Q (12641.200000 sec): 3 clusters
  Score: Raw -1201144.668873 + Penalty 10346.768277 = -1190797.900597
  nChanged 79
		SP:Iteration 24Q (12641.230000 sec): 3 clusters
  Score: Raw -1201250.682463 + Penalty 10346.768277 = -1190903.914187
  nChanged 85
		SP:Iteration 25Q (12641.260000 sec): 3 clusters
  Score: Raw -1201380.737555 + Penalty 10346.768277 = -1191033.969278
  nChanged 88
		SP:Iteration 26Q (12641.290000 sec): 3 clusters
  Score: Raw -1201591.255865 + Penalty 10346.768277 = -1191244.487589
  nChanged 70
		SP:Iteration 27Q (12641.310000 sec): 3 clusters
  Score: Raw -1201809.228028 + Penalty 10346.768277 = -1191462.459752
  nChanged 59
		SP:Iteration 28Q (12641.340000 sec): 3 clusters
  Score: Raw -1201968.324052 + Penalty 10346.768277 = -1191621.555775
  nChanged 30
		SP:Iteration 29Q (12641.370000 sec): 3 clusters
  Score: Raw -1202009.072664 + Penalty 10346.768277 = -1191662.304388
  nChanged 16
		SP:Iteration 30Q (12641.390000 sec): 3 clusters
  Score: Raw -1202026.787514 + Penalty 10346.768277 = -1191680.019237
  nChanged 11
		SP:Iteration 31Q (12641.410000 sec): 3 clusters
  Score: Raw -1202040.460862 + Penalty 10346.768277 = -1191693.692586
  nChanged 7
		SP:Iteration 32Q (12641.440000 sec): 3 clusters
  Score: Raw -1202048.031406 + Penalty 10346.768277 = -1191701.263129
  nChanged 4
		SP:Iteration 33Q (12641.460000 sec): 3 clusters
  Score: Raw -1202052.501073 + Penalty 10346.768277 = -1191705.732796
  nChanged 1
		SP:Iteration 34Q (12641.490000 sec): 3 clusters
  Score: Raw -1202053.444612 + Penalty 10346.768277 = -1191706.676335
  nChanged 1
		SP:Iteration 35Q (12641.510000 sec): 3 clusters
  Score: Raw -1202054.310275 + Penalty 10346.768277 = -1191707.541998
  nChanged 0
		SP:Iteration 36F (12641.550000 sec): 3 clusters
  Score: Raw -1202054.310275 + Penalty 10346.768277 = -1191707.541998
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 27 (9432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12641.610000 sec): 2 clusters
  Score: Raw -2455970.814678 + Penalty 5605.516358 = -2450365.298320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12641.680000 sec): 3 clusters
  Score: Raw -2451622.831364 + Penalty 11211.032717 = -2440411.798647
  nChanged 3513
		SP:Iteration 1F (12641.750000 sec): 3 clusters
  Score: Raw -2453690.547312 + Penalty 11211.032717 = -2442479.514595
  nChanged 698
		SP:Iteration 2F (12641.820000 sec): 3 clusters
  Score: Raw -2454130.172907 + Penalty 11211.032717 = -2442919.140191
  nChanged 430
		SP:Iteration 3Q (12641.890000 sec): 3 clusters
  Score: Raw -2454371.777715 + Penalty 11211.032717 = -2443160.744999
  nChanged 282
		SP:Iteration 4Q (12641.960000 sec): 3 clusters
  Score: Raw -2454515.663138 + Penalty 11211.032717 = -2443304.630421
  nChanged 211
		SP:Iteration 5Q (12642.030000 sec): 3 clusters
  Score: Raw -2454618.347137 + Penalty 11211.032717 = -2443407.314420
  nChanged 194
		SP:Iteration 6Q (12642.110000 sec): 3 clusters
  Score: Raw -2454717.149141 + Penalty 11211.032717 = -2443506.116425
  nChanged 148
		SP:Iteration 7Q (12642.170000 sec): 3 clusters
  Score: Raw -2454788.032515 + Penalty 11211.032717 = -2443576.999799
  nChanged 145
		SP:Iteration 8Q (12642.250000 sec): 3 clusters
  Score: Raw -2454851.236944 + Penalty 11211.032717 = -2443640.204228
  nChanged 128
		SP:Iteration 9Q (12642.310000 sec): 3 clusters
  Score: Raw -2454911.373301 + Penalty 11211.032717 = -2443700.340585
  nChanged 131
		SP:Iteration 10Q (12642.380000 sec): 3 clusters
  Score: Raw -2454972.476249 + Penalty 11211.032717 = -2443761.443532
  nChanged 120
		SP:Iteration 11Q (12642.450000 sec): 3 clusters
  Score: Raw -2455027.199550 + Penalty 11211.032717 = -2443816.166833
  nChanged 111
		SP:Iteration 12Q (12642.520000 sec): 3 clusters
  Score: Raw -2455074.188867 + Penalty 11211.032717 = -2443863.156150
  nChanged 127
		SP:Iteration 13Q (12642.590000 sec): 3 clusters
  Score: Raw -2455130.617339 + Penalty 11211.032717 = -2443919.584622
  nChanged 111
		SP:Iteration 14Q (12642.660000 sec): 3 clusters
  Score: Raw -2455180.324289 + Penalty 11211.032717 = -2443969.291572
  nChanged 119
		SP:Iteration 15Q (12642.730000 sec): 3 clusters
  Score: Raw -2455228.584333 + Penalty 11211.032717 = -2444017.551616
  nChanged 86
		SP:Iteration 16Q (12642.800000 sec): 3 clusters
  Score: Raw -2455267.023321 + Penalty 11211.032717 = -2444055.990605
  nChanged 97
		SP:Iteration 17Q (12642.870000 sec): 3 clusters
  Score: Raw -2455308.866150 + Penalty 11211.032717 = -2444097.833433
  nChanged 92
		SP:Iteration 18Q (12642.940000 sec): 3 clusters
  Score: Raw -2455348.502875 + Penalty 11211.032717 = -2444137.470158
  nChanged 93
		SP:Iteration 19Q (12643.010000 sec): 3 clusters
  Score: Raw -2455392.631327 + Penalty 11211.032717 = -2444181.598610
  nChanged 106
		SP:Iteration 20F (12643.080000 sec): 3 clusters
  Score: Raw -2455438.477758 + Penalty 11211.032717 = -2444227.445042
  nChanged 92
		SP:Iteration 21Q (12643.150000 sec): 3 clusters
  Score: Raw -2455477.144034 + Penalty 11211.032717 = -2444266.111317
  nChanged 85
		SP:Iteration 22Q (12643.220000 sec): 3 clusters
  Score: Raw -2455514.148997 + Penalty 11211.032717 = -2444303.116280
  nChanged 95
		SP:Iteration 23Q (12643.290000 sec): 3 clusters
  Score: Raw -2455559.863013 + Penalty 11211.032717 = -2444348.830296
  nChanged 104
		SP:Iteration 24Q (12643.360000 sec): 3 clusters
  Score: Raw -2455615.796184 + Penalty 11211.032717 = -2444404.763468
  nChanged 118
		SP:Iteration 25Q (12643.430000 sec): 3 clusters
  Score: Raw -2455680.542949 + Penalty 11211.032717 = -2444469.510232
  nChanged 135
		SP:Iteration 26Q (12643.500000 sec): 3 clusters
  Score: Raw -2455759.925546 + Penalty 11211.032717 = -2444548.892829
  nChanged 141
		SP:Iteration 27Q (12643.570000 sec): 3 clusters
  Score: Raw -2455846.348840 + Penalty 11211.032717 = -2444635.316123
  nChanged 144
		SP:Iteration 28Q (12643.640000 sec): 3 clusters
  Score: Raw -2455941.227462 + Penalty 11211.032717 = -2444730.194745
  nChanged 155
		SP:Iteration 29Q (12643.710000 sec): 3 clusters
  Score: Raw -2456038.373754 + Penalty 11211.032717 = -2444827.341037
  nChanged 146
		SP:Iteration 30Q (12643.770000 sec): 3 clusters
  Score: Raw -2456132.269846 + Penalty 11211.032717 = -2444921.237129
  nChanged 127
		SP:Iteration 31Q (12643.850000 sec): 3 clusters
  Score: Raw -2456211.206207 + Penalty 11211.032717 = -2445000.173491
  nChanged 120
		SP:Iteration 32Q (12643.910000 sec): 3 clusters
  Score: Raw -2456291.768256 + Penalty 11211.032717 = -2445080.735539
  nChanged 101
		SP:Iteration 33Q (12643.980000 sec): 3 clusters
  Score: Raw -2456357.713849 + Penalty 11211.032717 = -2445146.681132
  nChanged 85
		SP:Iteration 34Q (12644.050000 sec): 3 clusters
  Score: Raw -2456414.458202 + Penalty 11211.032717 = -2445203.425485
  nChanged 84
		SP:Iteration 35Q (12644.120000 sec): 3 clusters
  Score: Raw -2456466.761817 + Penalty 11211.032717 = -2445255.729101
  nChanged 56
		SP:Iteration 36Q (12644.180000 sec): 3 clusters
  Score: Raw -2456506.506799 + Penalty 11211.032717 = -2445295.474082
  nChanged 69
		SP:Iteration 37Q (12644.250000 sec): 3 clusters
  Score: Raw -2456560.571485 + Penalty 11211.032717 = -2445349.538769
  nChanged 65
		SP:Iteration 38Q (12644.320000 sec): 3 clusters
  Score: Raw -2456610.866896 + Penalty 11211.032717 = -2445399.834179
  nChanged 59
		SP:Iteration 39Q (12644.380000 sec): 3 clusters
  Score: Raw -2456649.216725 + Penalty 11211.032717 = -2445438.184008
  nChanged 48
		SP:Iteration 40F (12644.450000 sec): 3 clusters
  Score: Raw -2456687.444021 + Penalty 11211.032717 = -2445476.411304
  nChanged 54
		SP:Iteration 41Q (12644.520000 sec): 3 clusters
  Score: Raw -2456723.802306 + Penalty 11211.032717 = -2445512.769590
  nChanged 34
		SP:Iteration 42Q (12644.590000 sec): 3 clusters
  Score: Raw -2456745.928863 + Penalty 11211.032717 = -2445534.896147
  nChanged 36
		SP:Iteration 43Q (12644.650000 sec): 3 clusters
  Score: Raw -2456771.982540 + Penalty 11211.032717 = -2445560.949823
  nChanged 32
		SP:Iteration 44Q (12644.720000 sec): 3 clusters
  Score: Raw -2456796.386866 + Penalty 11211.032717 = -2445585.354149
  nChanged 34
		SP:Iteration 45Q (12644.780000 sec): 3 clusters
  Score: Raw -2456822.446284 + Penalty 11211.032717 = -2445611.413567
  nChanged 22
		SP:Iteration 46Q (12644.850000 sec): 3 clusters
  Score: Raw -2456839.567355 + Penalty 11211.032717 = -2445628.534639
  nChanged 21
		SP:Iteration 47Q (12644.910000 sec): 3 clusters
  Score: Raw -2456855.010965 + Penalty 11211.032717 = -2445643.978249
  nChanged 14
		SP:Iteration 48Q (12644.980000 sec): 3 clusters
  Score: Raw -2456864.300645 + Penalty 11211.032717 = -2445653.267928
  nChanged 11
		SP:Iteration 49Q (12645.040000 sec): 3 clusters
  Score: Raw -2456872.763881 + Penalty 11211.032717 = -2445661.731165
  nChanged 12
		SP:Iteration 50Q (12645.110000 sec): 3 clusters
  Score: Raw -2456880.203274 + Penalty 11211.032717 = -2445669.170558
  nChanged 7
		SP:Iteration 51Q (12645.170000 sec): 3 clusters
  Score: Raw -2456886.169133 + Penalty 11211.032717 = -2445675.136417
  nChanged 9
		SP:Iteration 52Q (12645.230000 sec): 3 clusters
  Score: Raw -2456892.924730 + Penalty 11211.032717 = -2445681.892013
  nChanged 7
		SP:Iteration 53Q (12645.300000 sec): 3 clusters
  Score: Raw -2456898.501533 + Penalty 11211.032717 = -2445687.468817
  nChanged 11
		SP:Iteration 54Q (12645.360000 sec): 3 clusters
  Score: Raw -2456906.307925 + Penalty 11211.032717 = -2445695.275208
  nChanged 8
		SP:Iteration 55Q (12645.430000 sec): 3 clusters
  Score: Raw -2456912.351539 + Penalty 11211.032717 = -2445701.318822
  nChanged 5
		SP:Iteration 56Q (12645.490000 sec): 3 clusters
  Score: Raw -2456915.077663 + Penalty 11211.032717 = -2445704.044946
  nChanged 4
		SP:Iteration 57Q (12645.550000 sec): 3 clusters
  Score: Raw -2456917.699413 + Penalty 11211.032717 = -2445706.666696
  nChanged 5
		SP:Iteration 58Q (12645.620000 sec): 3 clusters
  Score: Raw -2456921.298265 + Penalty 11211.032717 = -2445710.265548
  nChanged 4
		SP:Iteration 59Q (12645.680000 sec): 3 clusters
  Score: Raw -2456923.836312 + Penalty 11211.032717 = -2445712.803595
  nChanged 6
		SP:Iteration 60F (12645.750000 sec): 3 clusters
  Score: Raw -2456930.049045 + Penalty 11211.032717 = -2445719.016328
  nChanged 8
		SP:Iteration 61Q (12645.810000 sec): 3 clusters
  Score: Raw -2456936.153396 + Penalty 11211.032717 = -2445725.120679
  nChanged 7
		SP:Iteration 62Q (12645.880000 sec): 3 clusters
  Score: Raw -2456940.826215 + Penalty 11211.032717 = -2445729.793498
  nChanged 3
		SP:Iteration 63Q (12645.940000 sec): 3 clusters
  Score: Raw -2456942.798903 + Penalty 11211.032717 = -2445731.766186
  nChanged 6
		SP:Iteration 64Q (12646.010000 sec): 3 clusters
  Score: Raw -2456946.298322 + Penalty 11211.032717 = -2445735.265605
  nChanged 7
		SP:Iteration 65Q (12646.070000 sec): 3 clusters
  Score: Raw -2456951.563474 + Penalty 11211.032717 = -2445740.530757
  nChanged 7
		SP:Iteration 66Q (12646.130000 sec): 3 clusters
  Score: Raw -2456955.950507 + Penalty 11211.032717 = -2445744.917790
  nChanged 6
		SP:Iteration 67Q (12646.200000 sec): 3 clusters
  Score: Raw -2456961.017412 + Penalty 11211.032717 = -2445749.984695
  nChanged 7
		SP:Iteration 68Q (12646.260000 sec): 3 clusters
  Score: Raw -2456967.222512 + Penalty 11211.032717 = -2445756.189795
  nChanged 6
		SP:Iteration 69Q (12646.330000 sec): 3 clusters
  Score: Raw -2456971.540198 + Penalty 11211.032717 = -2445760.507482
  nChanged 12
		SP:Iteration 70Q (12646.390000 sec): 3 clusters
  Score: Raw -2456980.031468 + Penalty 11211.032717 = -2445768.998751
  nChanged 6
		SP:Iteration 71Q (12646.450000 sec): 3 clusters
  Score: Raw -2456984.123175 + Penalty 11211.032717 = -2445773.090458
  nChanged 6
		SP:Iteration 72Q (12646.510000 sec): 3 clusters
  Score: Raw -2456988.589611 + Penalty 11211.032717 = -2445777.556894
  nChanged 5
		SP:Iteration 73Q (12646.580000 sec): 3 clusters
  Score: Raw -2456992.015175 + Penalty 11211.032717 = -2445780.982458
  nChanged 9
		SP:Iteration 74Q (12646.640000 sec): 3 clusters
  Score: Raw -2456998.765830 + Penalty 11211.032717 = -2445787.733113
  nChanged 7
		SP:Iteration 75Q (12646.710000 sec): 3 clusters
  Score: Raw -2457003.651219 + Penalty 11211.032717 = -2445792.618502
  nChanged 5
		SP:Iteration 76Q (12646.770000 sec): 3 clusters
  Score: Raw -2457007.647052 + Penalty 11211.032717 = -2445796.614335
  nChanged 7
		SP:Iteration 77Q (12646.830000 sec): 3 clusters
  Score: Raw -2457013.169390 + Penalty 11211.032717 = -2445802.136674
  nChanged 4
		SP:Iteration 78Q (12646.890000 sec): 3 clusters
  Score: Raw -2457015.832722 + Penalty 11211.032717 = -2445804.800005
  nChanged 0
		SP:Iteration 79F (12646.970000 sec): 3 clusters
  Score: Raw -2457015.832722 + Penalty 11211.032717 = -2445804.800005
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 28 (33486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12647.190000 sec): 2 clusters
  Score: Raw -8938534.465921 + Penalty 6381.565666 = -8932152.900255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12647.450000 sec): 3 clusters
  Score: Raw -8919957.281247 + Penalty 12763.131332 = -8907194.149915
  nChanged 14199
		SP:Iteration 1F (12647.700000 sec): 3 clusters
  Score: Raw -8927500.254679 + Penalty 12763.131332 = -8914737.123347
  nChanged 1946
		SP:Iteration 2F (12647.960000 sec): 3 clusters
  Score: Raw -8928234.741488 + Penalty 12763.131332 = -8915471.610156
  nChanged 1532
		SP:Iteration 3Q (12648.220000 sec): 3 clusters
  Score: Raw -8928784.234860 + Penalty 12763.131332 = -8916021.103528
  nChanged 1274
		SP:Iteration 4Q (12648.480000 sec): 3 clusters
  Score: Raw -8929214.155913 + Penalty 12763.131332 = -8916451.024581
  nChanged 1131
		SP:Iteration 5Q (12648.740000 sec): 3 clusters
  Score: Raw -8929591.131648 + Penalty 12763.131332 = -8916828.000316
  nChanged 1055
		SP:Iteration 6Q (12649.000000 sec): 3 clusters
  Score: Raw -8929989.707335 + Penalty 12763.131332 = -8917226.576003
  nChanged 1164
		SP:Iteration 7Q (12649.250000 sec): 3 clusters
  Score: Raw -8930469.423863 + Penalty 12763.131332 = -8917706.292531
  nChanged 1295
		SP:Iteration 8Q (12649.510000 sec): 3 clusters
  Score: Raw -8931101.365935 + Penalty 12763.131332 = -8918338.234603
  nChanged 1486
		SP:Iteration 9Q (12649.760000 sec): 3 clusters
  Score: Raw -8932004.207759 + Penalty 12763.131332 = -8919241.076427
  nChanged 1743
		SP:Iteration 10F (12650.020000 sec): 3 clusters
  Score: Raw -8933187.320485 + Penalty 12763.131332 = -8920424.189153
  nChanged 1832
		SP:Iteration 11F (12650.280000 sec): 3 clusters
  Score: Raw -8934530.774575 + Penalty 12763.131332 = -8921767.643243
  nChanged 1705
		SP:Iteration 12F (12650.530000 sec): 3 clusters
  Score: Raw -8935762.259703 + Penalty 12763.131332 = -8922999.128371
  nChanged 1457
		SP:Iteration 13Q (12650.790000 sec): 3 clusters
  Score: Raw -8936788.129621 + Penalty 12763.131332 = -8924024.998289
  nChanged 1145
		SP:Iteration 14Q (12651.040000 sec): 3 clusters
  Score: Raw -8937551.525548 + Penalty 12763.131332 = -8924788.394216
  nChanged 860
		SP:Iteration 15Q (12651.290000 sec): 3 clusters
  Score: Raw -8938081.704306 + Penalty 12763.131332 = -8925318.572974
  nChanged 652
		SP:Iteration 16Q (12651.540000 sec): 3 clusters
  Score: Raw -8938455.474306 + Penalty 12763.131332 = -8925692.342974
  nChanged 459
		SP:Iteration 17Q (12651.790000 sec): 3 clusters
  Score: Raw -8938686.664006 + Penalty 12763.131332 = -8925923.532674
  nChanged 303
		SP:Iteration 18Q (12652.030000 sec): 3 clusters
  Score: Raw -8938832.142276 + Penalty 12763.131332 = -8926069.010944
  nChanged 241
		SP:Iteration 19Q (12652.270000 sec): 3 clusters
  Score: Raw -8938953.776337 + Penalty 12763.131332 = -8926190.645005
  nChanged 211
		SP:Iteration 20F (12652.530000 sec): 3 clusters
  Score: Raw -8939054.471611 + Penalty 12763.131332 = -8926291.340279
  nChanged 152
		SP:Iteration 21Q (12652.760000 sec): 3 clusters
  Score: Raw -8939133.353388 + Penalty 12763.131332 = -8926370.222056
  nChanged 132
		SP:Iteration 22Q (12653.000000 sec): 3 clusters
  Score: Raw -8939196.490645 + Penalty 12763.131332 = -8926433.359313
  nChanged 113
		SP:Iteration 23Q (12653.230000 sec): 3 clusters
  Score: Raw -8939249.578675 + Penalty 12763.131332 = -8926486.447343
  nChanged 96
		SP:Iteration 24Q (12653.470000 sec): 3 clusters
  Score: Raw -8939293.244285 + Penalty 12763.131332 = -8926530.112953
  nChanged 68
		SP:Iteration 25Q (12653.700000 sec): 3 clusters
  Score: Raw -8939327.495534 + Penalty 12763.131332 = -8926564.364202
  nChanged 62
		SP:Iteration 26Q (12653.930000 sec): 3 clusters
  Score: Raw -8939354.819669 + Penalty 12763.131332 = -8926591.688337
  nChanged 46
		SP:Iteration 27Q (12654.160000 sec): 3 clusters
  Score: Raw -8939374.637697 + Penalty 12763.131332 = -8926611.506365
  nChanged 37
		SP:Iteration 28Q (12654.390000 sec): 3 clusters
  Score: Raw -8939389.059433 + Penalty 12763.131332 = -8926625.928101
  nChanged 31
		SP:Iteration 29Q (12654.610000 sec): 3 clusters
  Score: Raw -8939402.596553 + Penalty 12763.131332 = -8926639.465221
  nChanged 26
		SP:Iteration 30Q (12654.840000 sec): 3 clusters
  Score: Raw -8939412.390453 + Penalty 12763.131332 = -8926649.259121
  nChanged 24
		SP:Iteration 31Q (12655.070000 sec): 3 clusters
  Score: Raw -8939421.560117 + Penalty 12763.131332 = -8926658.428785
  nChanged 20
		SP:Iteration 32Q (12655.290000 sec): 3 clusters
  Score: Raw -8939429.691318 + Penalty 12763.131332 = -8926666.559986
  nChanged 13
		SP:Iteration 33Q (12655.520000 sec): 3 clusters
  Score: Raw -8939435.453898 + Penalty 12763.131332 = -8926672.322566
  nChanged 13
		SP:Iteration 34Q (12655.750000 sec): 3 clusters
  Score: Raw -8939440.146258 + Penalty 12763.131332 = -8926677.014926
  nChanged 9
		SP:Iteration 35Q (12655.970000 sec): 3 clusters
  Score: Raw -8939443.963290 + Penalty 12763.131332 = -8926680.831958
  nChanged 9
		SP:Iteration 36Q (12656.200000 sec): 3 clusters
  Score: Raw -8939447.291696 + Penalty 12763.131332 = -8926684.160364
  nChanged 5
		SP:Iteration 37Q (12656.420000 sec): 3 clusters
  Score: Raw -8939449.771568 + Penalty 12763.131332 = -8926686.640236
  nChanged 9
		SP:Iteration 38Q (12656.650000 sec): 3 clusters
  Score: Raw -8939453.827586 + Penalty 12763.131332 = -8926690.696254
  nChanged 12
		SP:Iteration 39Q (12656.870000 sec): 3 clusters
  Score: Raw -8939458.421472 + Penalty 12763.131332 = -8926695.290140
  nChanged 13
		SP:Iteration 40F (12657.130000 sec): 3 clusters
  Score: Raw -8939465.130146 + Penalty 12763.131332 = -8926701.998814
  nChanged 12
		SP:Iteration 41Q (12657.350000 sec): 3 clusters
  Score: Raw -8939470.217654 + Penalty 12763.131332 = -8926707.086322
  nChanged 14
		SP:Iteration 42Q (12657.580000 sec): 3 clusters
  Score: Raw -8939475.049287 + Penalty 12763.131332 = -8926711.917955
  nChanged 16
		SP:Iteration 43Q (12657.810000 sec): 3 clusters
  Score: Raw -8939481.767774 + Penalty 12763.131332 = -8926718.636442
  nChanged 15
		SP:Iteration 44Q (12658.030000 sec): 3 clusters
  Score: Raw -8939487.227899 + Penalty 12763.131332 = -8926724.096567
  nChanged 7
		SP:Iteration 45Q (12658.250000 sec): 3 clusters
  Score: Raw -8939490.640892 + Penalty 12763.131332 = -8926727.509560
  nChanged 6
		SP:Iteration 46Q (12658.480000 sec): 3 clusters
  Score: Raw -8939492.977329 + Penalty 12763.131332 = -8926729.845997
  nChanged 7
		SP:Iteration 47Q (12658.700000 sec): 3 clusters
  Score: Raw -8939495.390063 + Penalty 12763.131332 = -8926732.258731
  nChanged 4
		SP:Iteration 48Q (12658.930000 sec): 3 clusters
  Score: Raw -8939497.446575 + Penalty 12763.131332 = -8926734.315243
  nChanged 3
		SP:Iteration 49Q (12659.150000 sec): 3 clusters
  Score: Raw -8939499.273331 + Penalty 12763.131332 = -8926736.141999
  nChanged 5
		SP:Iteration 50Q (12659.370000 sec): 3 clusters
  Score: Raw -8939502.124448 + Penalty 12763.131332 = -8926738.993116
  nChanged 7
		SP:Iteration 51Q (12659.590000 sec): 3 clusters
  Score: Raw -8939504.638735 + Penalty 12763.131332 = -8926741.507403
  nChanged 1
		SP:Iteration 52Q (12659.820000 sec): 3 clusters
  Score: Raw -8939504.889773 + Penalty 12763.131332 = -8926741.758441
  nChanged 0
		SP:Iteration 53F (12660.070000 sec): 3 clusters
  Score: Raw -8939504.889773 + Penalty 12763.131332 = -8926741.758441
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 29 (19504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12660.210000 sec): 2 clusters
  Score: Raw -5182047.890131 + Penalty 6050.504597 = -5175997.385534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12660.350000 sec): 3 clusters
  Score: Raw -5171813.974251 + Penalty 12101.009193 = -5159712.965058
  nChanged 7894
		SP:Iteration 1F (12660.510000 sec): 3 clusters
  Score: Raw -5176081.145149 + Penalty 12101.009193 = -5163980.135956
  nChanged 1335
		SP:Iteration 2F (12660.650000 sec): 3 clusters
  Score: Raw -5176720.180977 + Penalty 12101.009193 = -5164619.171784
  nChanged 943
		SP:Iteration 3Q (12660.810000 sec): 3 clusters
  Score: Raw -5177135.489274 + Penalty 12101.009193 = -5165034.480081
  nChanged 756
		SP:Iteration 4Q (12660.950000 sec): 3 clusters
  Score: Raw -5177485.720537 + Penalty 12101.009193 = -5165384.711343
  nChanged 682
		SP:Iteration 5Q (12661.110000 sec): 3 clusters
  Score: Raw -5177808.512843 + Penalty 12101.009193 = -5165707.503650
  nChanged 680
		SP:Iteration 6Q (12661.250000 sec): 3 clusters
  Score: Raw -5178146.597514 + Penalty 12101.009193 = -5166045.588321
  nChanged 716
		SP:Iteration 7Q (12661.410000 sec): 3 clusters
  Score: Raw -5178513.630869 + Penalty 12101.009193 = -5166412.621675
  nChanged 718
		SP:Iteration 8Q (12661.550000 sec): 3 clusters
  Score: Raw -5178911.065443 + Penalty 12101.009193 = -5166810.056249
  nChanged 769
		SP:Iteration 9Q (12661.710000 sec): 3 clusters
  Score: Raw -5179371.025619 + Penalty 12101.009193 = -5167270.016425
  nChanged 777
		SP:Iteration 10Q (12661.860000 sec): 3 clusters
  Score: Raw -5179859.098484 + Penalty 12101.009193 = -5167758.089290
  nChanged 739
		SP:Iteration 11Q (12662.010000 sec): 3 clusters
  Score: Raw -5180336.155073 + Penalty 12101.009193 = -5168235.145880
  nChanged 647
		SP:Iteration 12Q (12662.160000 sec): 3 clusters
  Score: Raw -5180761.866660 + Penalty 12101.009193 = -5168660.857467
  nChanged 554
		SP:Iteration 13Q (12662.310000 sec): 3 clusters
  Score: Raw -5181156.115217 + Penalty 12101.009193 = -5169055.106024
  nChanged 505
		SP:Iteration 14Q (12662.450000 sec): 3 clusters
  Score: Raw -5181545.947311 + Penalty 12101.009193 = -5169444.938117
  nChanged 461
		SP:Iteration 15Q (12662.600000 sec): 3 clusters
  Score: Raw -5181927.765855 + Penalty 12101.009193 = -5169826.756662
  nChanged 394
		SP:Iteration 16Q (12662.750000 sec): 3 clusters
  Score: Raw -5182255.468725 + Penalty 12101.009193 = -5170154.459532
  nChanged 300
		SP:Iteration 17Q (12662.890000 sec): 3 clusters
  Score: Raw -5182517.114449 + Penalty 12101.009193 = -5170416.105256
  nChanged 262
		SP:Iteration 18Q (12663.030000 sec): 3 clusters
  Score: Raw -5182723.357136 + Penalty 12101.009193 = -5170622.347943
  nChanged 203
		SP:Iteration 19Q (12663.170000 sec): 3 clusters
  Score: Raw -5182877.643807 + Penalty 12101.009193 = -5170776.634614
  nChanged 159
		SP:Iteration 20F (12663.310000 sec): 3 clusters
  Score: Raw -5183017.616190 + Penalty 12101.009193 = -5170916.606996
  nChanged 155
		SP:Iteration 21Q (12663.450000 sec): 3 clusters
  Score: Raw -5183147.612648 + Penalty 12101.009193 = -5171046.603455
  nChanged 150
		SP:Iteration 22Q (12663.570000 sec): 3 clusters
  Score: Raw -5183276.547723 + Penalty 12101.009193 = -5171175.538529
  nChanged 141
		SP:Iteration 23Q (12663.700000 sec): 3 clusters
  Score: Raw -5183383.759352 + Penalty 12101.009193 = -5171282.750158
  nChanged 120
		SP:Iteration 24Q (12663.820000 sec): 3 clusters
  Score: Raw -5183485.608016 + Penalty 12101.009193 = -5171384.598822
  nChanged 119
		SP:Iteration 25Q (12663.940000 sec): 3 clusters
  Score: Raw -5183576.931452 + Penalty 12101.009193 = -5171475.922259
  nChanged 114
		SP:Iteration 26Q (12664.060000 sec): 3 clusters
  Score: Raw -5183666.842512 + Penalty 12101.009193 = -5171565.833319
  nChanged 102
		SP:Iteration 27Q (12664.180000 sec): 3 clusters
  Score: Raw -5183742.210327 + Penalty 12101.009193 = -5171641.201133
  nChanged 100
		SP:Iteration 28Q (12664.300000 sec): 3 clusters
  Score: Raw -5183816.470276 + Penalty 12101.009193 = -5171715.461083
  nChanged 88
		SP:Iteration 29Q (12664.420000 sec): 3 clusters
  Score: Raw -5183874.725278 + Penalty 12101.009193 = -5171773.716084
  nChanged 65
		SP:Iteration 30Q (12664.540000 sec): 3 clusters
  Score: Raw -5183917.761490 + Penalty 12101.009193 = -5171816.752297
  nChanged 65
		SP:Iteration 31Q (12664.650000 sec): 3 clusters
  Score: Raw -5183953.034572 + Penalty 12101.009193 = -5171852.025379
  nChanged 50
		SP:Iteration 32Q (12664.770000 sec): 3 clusters
  Score: Raw -5183986.376823 + Penalty 12101.009193 = -5171885.367630
  nChanged 40
		SP:Iteration 33Q (12664.880000 sec): 3 clusters
  Score: Raw -5184009.511970 + Penalty 12101.009193 = -5171908.502776
  nChanged 27
		SP:Iteration 34Q (12665.000000 sec): 3 clusters
  Score: Raw -5184027.523990 + Penalty 12101.009193 = -5171926.514797
  nChanged 25
		SP:Iteration 35Q (12665.110000 sec): 3 clusters
  Score: Raw -5184042.205010 + Penalty 12101.009193 = -5171941.195816
  nChanged 29
		SP:Iteration 36Q (12665.230000 sec): 3 clusters
  Score: Raw -5184061.459675 + Penalty 12101.009193 = -5171960.450481
  nChanged 29
		SP:Iteration 37Q (12665.340000 sec): 3 clusters
  Score: Raw -5184078.554664 + Penalty 12101.009193 = -5171977.545471
  nChanged 31
		SP:Iteration 38Q (12665.460000 sec): 3 clusters
  Score: Raw -5184096.250982 + Penalty 12101.009193 = -5171995.241789
  nChanged 16
		SP:Iteration 39Q (12665.570000 sec): 3 clusters
  Score: Raw -5184105.660953 + Penalty 12101.009193 = -5172004.651760
  nChanged 21
		SP:Iteration 40F (12665.720000 sec): 3 clusters
  Score: Raw -5184116.942151 + Penalty 12101.009193 = -5172015.932958
  nChanged 22
		SP:Iteration 41Q (12665.830000 sec): 3 clusters
  Score: Raw -5184129.083368 + Penalty 12101.009193 = -5172028.074174
  nChanged 24
		SP:Iteration 42Q (12665.940000 sec): 3 clusters
  Score: Raw -5184139.613047 + Penalty 12101.009193 = -5172038.603854
  nChanged 14
		SP:Iteration 43Q (12666.060000 sec): 3 clusters
  Score: Raw -5184147.329170 + Penalty 12101.009193 = -5172046.319977
  nChanged 12
		SP:Iteration 44Q (12666.170000 sec): 3 clusters
  Score: Raw -5184152.570766 + Penalty 12101.009193 = -5172051.561573
  nChanged 9
		SP:Iteration 45Q (12666.280000 sec): 3 clusters
  Score: Raw -5184155.765027 + Penalty 12101.009193 = -5172054.755834
  nChanged 4
		SP:Iteration 46Q (12666.400000 sec): 3 clusters
  Score: Raw -5184157.621156 + Penalty 12101.009193 = -5172056.611963
  nChanged 2
		SP:Iteration 47Q (12666.510000 sec): 3 clusters
  Score: Raw -5184158.653060 + Penalty 12101.009193 = -5172057.643867
  nChanged 3
		SP:Iteration 48Q (12666.620000 sec): 3 clusters
  Score: Raw -5184160.071017 + Penalty 12101.009193 = -5172059.061824
  nChanged 2
		SP:Iteration 49Q (12666.730000 sec): 3 clusters
  Score: Raw -5184161.122072 + Penalty 12101.009193 = -5172060.112878
  nChanged 4
		SP:Iteration 50Q (12666.840000 sec): 3 clusters
  Score: Raw -5184162.581285 + Penalty 12101.009193 = -5172061.572092
  nChanged 2
		SP:Iteration 51Q (12666.960000 sec): 3 clusters
  Score: Raw -5184164.449999 + Penalty 12101.009193 = -5172063.440806
  nChanged 4
		SP:Iteration 52Q (12667.070000 sec): 3 clusters
  Score: Raw -5184166.588999 + Penalty 12101.009193 = -5172065.579805
  nChanged 11
		SP:Iteration 53Q (12667.180000 sec): 3 clusters
  Score: Raw -5184173.427778 + Penalty 12101.009193 = -5172072.418585
  nChanged 12
		SP:Iteration 54Q (12667.300000 sec): 3 clusters
  Score: Raw -5184179.909352 + Penalty 12101.009193 = -5172078.900159
  nChanged 13
		SP:Iteration 55Q (12667.410000 sec): 3 clusters
  Score: Raw -5184184.690855 + Penalty 12101.009193 = -5172083.681662
  nChanged 4
		SP:Iteration 56Q (12667.520000 sec): 3 clusters
  Score: Raw -5184186.352390 + Penalty 12101.009193 = -5172085.343197
  nChanged 3
		SP:Iteration 57Q (12667.640000 sec): 3 clusters
  Score: Raw -5184187.803529 + Penalty 12101.009193 = -5172086.794335
  nChanged 3
		SP:Iteration 58Q (12667.750000 sec): 3 clusters
  Score: Raw -5184189.096950 + Penalty 12101.009193 = -5172088.087757
  nChanged 1
		SP:Iteration 59Q (12667.860000 sec): 3 clusters
  Score: Raw -5184189.351307 + Penalty 12101.009193 = -5172088.342114
  nChanged 1
		SP:Iteration 60F (12668.010000 sec): 3 clusters
  Score: Raw -5184189.719131 + Penalty 12101.009193 = -5172088.709938
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 30 (16419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12668.120000 sec): 2 clusters
  Score: Raw -4198866.928449 + Penalty 5945.044119 = -4192921.884330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12668.240000 sec): 3 clusters
  Score: Raw -4190610.141354 + Penalty 11890.088238 = -4178720.053117
  nChanged 6512
		SP:Iteration 1F (12668.370000 sec): 3 clusters
  Score: Raw -4194291.233892 + Penalty 11890.088238 = -4182401.145654
  nChanged 1276
		SP:Iteration 2F (12668.500000 sec): 3 clusters
  Score: Raw -4195080.899378 + Penalty 11890.088238 = -4183190.811140
  nChanged 973
		SP:Iteration 3F (12668.620000 sec): 3 clusters
  Score: Raw -4195727.004807 + Penalty 11890.088238 = -4183836.916569
  nChanged 860
		SP:Iteration 4F (12668.750000 sec): 3 clusters
  Score: Raw -4196293.185707 + Penalty 11890.088238 = -4184403.097469
  nChanged 789
		SP:Iteration 5Q (12668.870000 sec): 3 clusters
  Score: Raw -4196828.786152 + Penalty 11890.088238 = -4184938.697914
  nChanged 728
		SP:Iteration 6Q (12669.000000 sec): 3 clusters
  Score: Raw -4197323.396883 + Penalty 11890.088238 = -4185433.308646
  nChanged 673
		SP:Iteration 7Q (12669.120000 sec): 3 clusters
  Score: Raw -4197779.075744 + Penalty 11890.088238 = -4185888.987507
  nChanged 623
		SP:Iteration 8Q (12669.240000 sec): 3 clusters
  Score: Raw -4198192.740102 + Penalty 11890.088238 = -4186302.651864
  nChanged 599
		SP:Iteration 9Q (12669.370000 sec): 3 clusters
  Score: Raw -4198604.258824 + Penalty 11890.088238 = -4186714.170586
  nChanged 550
		SP:Iteration 10Q (12669.500000 sec): 3 clusters
  Score: Raw -4198997.550726 + Penalty 11890.088238 = -4187107.462488
  nChanged 529
		SP:Iteration 11Q (12669.620000 sec): 3 clusters
  Score: Raw -4199369.546307 + Penalty 11890.088238 = -4187479.458069
  nChanged 467
		SP:Iteration 12Q (12669.740000 sec): 3 clusters
  Score: Raw -4199663.468197 + Penalty 11890.088238 = -4187773.379959
  nChanged 394
		SP:Iteration 13Q (12669.860000 sec): 3 clusters
  Score: Raw -4199897.754751 + Penalty 11890.088238 = -4188007.666513
  nChanged 335
		SP:Iteration 14Q (12669.980000 sec): 3 clusters
  Score: Raw -4200122.528982 + Penalty 11890.088238 = -4188232.440744
  nChanged 277
		SP:Iteration 15Q (12670.100000 sec): 3 clusters
  Score: Raw -4200272.508950 + Penalty 11890.088238 = -4188382.420712
  nChanged 244
		SP:Iteration 16Q (12670.210000 sec): 3 clusters
  Score: Raw -4200399.422953 + Penalty 11890.088238 = -4188509.334716
  nChanged 193
		SP:Iteration 17Q (12670.330000 sec): 3 clusters
  Score: Raw -4200491.443399 + Penalty 11890.088238 = -4188601.355161
  nChanged 162
		SP:Iteration 18Q (12670.440000 sec): 3 clusters
  Score: Raw -4200565.053733 + Penalty 11890.088238 = -4188674.965496
  nChanged 151
		SP:Iteration 19Q (12670.560000 sec): 3 clusters
  Score: Raw -4200627.618976 + Penalty 11890.088238 = -4188737.530738
  nChanged 112
		SP:Iteration 20F (12670.680000 sec): 3 clusters
  Score: Raw -4200668.730965 + Penalty 11890.088238 = -4188778.642727
  nChanged 93
		SP:Iteration 21Q (12670.800000 sec): 3 clusters
  Score: Raw -4200703.045635 + Penalty 11890.088238 = -4188812.957398
  nChanged 88
		SP:Iteration 22Q (12670.910000 sec): 3 clusters
  Score: Raw -4200737.748515 + Penalty 11890.088238 = -4188847.660278
  nChanged 84
		SP:Iteration 23Q (12671.020000 sec): 3 clusters
  Score: Raw -4200768.387687 + Penalty 11890.088238 = -4188878.299449
  nChanged 67
		SP:Iteration 24Q (12671.130000 sec): 3 clusters
  Score: Raw -4200791.926253 + Penalty 11890.088238 = -4188901.838015
  nChanged 67
		SP:Iteration 25Q (12671.240000 sec): 3 clusters
  Score: Raw -4200816.424055 + Penalty 11890.088238 = -4188926.335817
  nChanged 64
		SP:Iteration 26Q (12671.360000 sec): 3 clusters
  Score: Raw -4200835.994249 + Penalty 11890.088238 = -4188945.906012
  nChanged 61
		SP:Iteration 27Q (12671.470000 sec): 3 clusters
  Score: Raw -4200855.730894 + Penalty 11890.088238 = -4188965.642656
  nChanged 63
		SP:Iteration 28Q (12671.580000 sec): 3 clusters
  Score: Raw -4200879.781063 + Penalty 11890.088238 = -4188989.692826
  nChanged 72
		SP:Iteration 29Q (12671.690000 sec): 3 clusters
  Score: Raw -4200906.942515 + Penalty 11890.088238 = -4189016.854277
  nChanged 70
		SP:Iteration 30Q (12671.800000 sec): 3 clusters
  Score: Raw -4200932.722779 + Penalty 11890.088238 = -4189042.634541
  nChanged 72
		SP:Iteration 31Q (12671.910000 sec): 3 clusters
  Score: Raw -4200961.107099 + Penalty 11890.088238 = -4189071.018862
  nChanged 75
		SP:Iteration 32Q (12672.020000 sec): 3 clusters
  Score: Raw -4200989.847634 + Penalty 11890.088238 = -4189099.759396
  nChanged 68
		SP:Iteration 33Q (12672.140000 sec): 3 clusters
  Score: Raw -4201015.820407 + Penalty 11890.088238 = -4189125.732169
  nChanged 78
		SP:Iteration 34Q (12672.240000 sec): 3 clusters
  Score: Raw -4201044.415840 + Penalty 11890.088238 = -4189154.327602
  nChanged 77
		SP:Iteration 35Q (12672.360000 sec): 3 clusters
  Score: Raw -4201073.158037 + Penalty 11890.088238 = -4189183.069799
  nChanged 80
		SP:Iteration 36Q (12672.470000 sec): 3 clusters
  Score: Raw -4201103.277213 + Penalty 11890.088238 = -4189213.188975
  nChanged 79
		SP:Iteration 37Q (12672.580000 sec): 3 clusters
  Score: Raw -4201128.049894 + Penalty 11890.088238 = -4189237.961656
  nChanged 68
		SP:Iteration 38Q (12672.690000 sec): 3 clusters
  Score: Raw -4201149.538041 + Penalty 11890.088238 = -4189259.449804
  nChanged 60
		SP:Iteration 39Q (12672.800000 sec): 3 clusters
  Score: Raw -4201174.154487 + Penalty 11890.088238 = -4189284.066250
  nChanged 62
		SP:Iteration 40F (12672.920000 sec): 3 clusters
  Score: Raw -4201196.410331 + Penalty 11890.088238 = -4189306.322093
  nChanged 56
		SP:Iteration 41Q (12673.030000 sec): 3 clusters
  Score: Raw -4201215.687771 + Penalty 11890.088238 = -4189325.599533
  nChanged 51
		SP:Iteration 42Q (12673.140000 sec): 3 clusters
  Score: Raw -4201233.161643 + Penalty 11890.088238 = -4189343.073406
  nChanged 42
		SP:Iteration 43Q (12673.250000 sec): 3 clusters
  Score: Raw -4201247.376388 + Penalty 11890.088238 = -4189357.288150
  nChanged 41
		SP:Iteration 44Q (12673.360000 sec): 3 clusters
  Score: Raw -4201258.606637 + Penalty 11890.088238 = -4189368.518399
  nChanged 35
		SP:Iteration 45Q (12673.480000 sec): 3 clusters
  Score: Raw -4201268.818639 + Penalty 11890.088238 = -4189378.730401
  nChanged 32
		SP:Iteration 46Q (12673.580000 sec): 3 clusters
  Score: Raw -4201276.096901 + Penalty 11890.088238 = -4189386.008664
  nChanged 24
		SP:Iteration 47Q (12673.700000 sec): 3 clusters
  Score: Raw -4201282.171106 + Penalty 11890.088238 = -4189392.082868
  nChanged 15
		SP:Iteration 48Q (12673.800000 sec): 3 clusters
  Score: Raw -4201286.118160 + Penalty 11890.088238 = -4189396.029922
  nChanged 11
		SP:Iteration 49Q (12673.920000 sec): 3 clusters
  Score: Raw -4201288.975956 + Penalty 11890.088238 = -4189398.887719
  nChanged 10
		SP:Iteration 50Q (12674.030000 sec): 3 clusters
  Score: Raw -4201291.001957 + Penalty 11890.088238 = -4189400.913719
  nChanged 8
		SP:Iteration 51Q (12674.140000 sec): 3 clusters
  Score: Raw -4201292.572025 + Penalty 11890.088238 = -4189402.483787
  nChanged 12
		SP:Iteration 52Q (12674.250000 sec): 3 clusters
  Score: Raw -4201295.863132 + Penalty 11890.088238 = -4189405.774894
  nChanged 10
		SP:Iteration 53Q (12674.360000 sec): 3 clusters
  Score: Raw -4201298.535348 + Penalty 11890.088238 = -4189408.447110
  nChanged 14
		SP:Iteration 54Q (12674.470000 sec): 3 clusters
  Score: Raw -4201301.583723 + Penalty 11890.088238 = -4189411.495486
  nChanged 6
		SP:Iteration 55Q (12674.580000 sec): 3 clusters
  Score: Raw -4201302.392348 + Penalty 11890.088238 = -4189412.304110
  nChanged 1
		SP:Iteration 56Q (12674.690000 sec): 3 clusters
  Score: Raw -4201302.550607 + Penalty 11890.088238 = -4189412.462369
  nChanged 3
		SP:Iteration 57Q (12674.800000 sec): 3 clusters
  Score: Raw -4201303.008004 + Penalty 11890.088238 = -4189412.919767
  nChanged 1
		SP:Iteration 58Q (12674.910000 sec): 3 clusters
  Score: Raw -4201303.233028 + Penalty 11890.088238 = -4189413.144791
  nChanged 1
		SP:Iteration 59Q (12675.020000 sec): 3 clusters
  Score: Raw -4201303.508637 + Penalty 11890.088238 = -4189413.420400
  nChanged 4
		SP:Iteration 60F (12675.140000 sec): 3 clusters
  Score: Raw -4201304.140782 + Penalty 11890.088238 = -4189414.052544
  nChanged 4
		SP:Iteration 61Q (12675.250000 sec): 3 clusters
  Score: Raw -4201304.906536 + Penalty 11890.088238 = -4189414.818298
  nChanged 2
		SP:Iteration 62Q (12675.360000 sec): 3 clusters
  Score: Raw -4201305.509360 + Penalty 11890.088238 = -4189415.421122
  nChanged 2
		SP:Iteration 63Q (12675.480000 sec): 3 clusters
  Score: Raw -4201305.972151 + Penalty 11890.088238 = -4189415.883914
  nChanged 3
		SP:Iteration 64Q (12675.580000 sec): 3 clusters
  Score: Raw -4201306.655717 + Penalty 11890.088238 = -4189416.567480
  nChanged 4
		SP:Iteration 65Q (12675.700000 sec): 3 clusters
  Score: Raw -4201307.897267 + Penalty 11890.088238 = -4189417.809029
  nChanged 4
		SP:Iteration 66Q (12675.810000 sec): 3 clusters
  Score: Raw -4201309.134302 + Penalty 11890.088238 = -4189419.046065
  nChanged 5
		SP:Iteration 67Q (12675.920000 sec): 3 clusters
  Score: Raw -4201310.352488 + Penalty 11890.088238 = -4189420.264250
  nChanged 8
		SP:Iteration 68Q (12676.030000 sec): 3 clusters
  Score: Raw -4201312.372010 + Penalty 11890.088238 = -4189422.283773
  nChanged 9
		SP:Iteration 69Q (12676.140000 sec): 3 clusters
  Score: Raw -4201314.211152 + Penalty 11890.088238 = -4189424.122914
  nChanged 6
		SP:Iteration 70Q (12676.250000 sec): 3 clusters
  Score: Raw -4201315.885999 + Penalty 11890.088238 = -4189425.797761
  nChanged 4
		SP:Iteration 71Q (12676.360000 sec): 3 clusters
  Score: Raw -4201316.932068 + Penalty 11890.088238 = -4189426.843830
  nChanged 3
		SP:Iteration 72Q (12676.470000 sec): 3 clusters
  Score: Raw -4201317.448828 + Penalty 11890.088238 = -4189427.360591
  nChanged 2
		SP:Iteration 73Q (12676.580000 sec): 3 clusters
  Score: Raw -4201317.749546 + Penalty 11890.088238 = -4189427.661309
  nChanged 3
		SP:Iteration 74Q (12676.690000 sec): 3 clusters
  Score: Raw -4201318.098386 + Penalty 11890.088238 = -4189428.010149
  nChanged 0
		SP:Iteration 75F (12676.820000 sec): 3 clusters
  Score: Raw -4201318.098386 + Penalty 11890.088238 = -4189428.010149
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 31 (173383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12677.960000 sec): 2 clusters
  Score: Raw -46645980.161104 + Penalty 7388.745708 = -46638591.415396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12679.290000 sec): 3 clusters
  Score: Raw -46536546.544793 + Penalty 14777.491417 = -46521769.053377
  nChanged 81009
		SP:Iteration 1F (12680.610000 sec): 3 clusters
  Score: Raw -46582132.985355 + Penalty 14777.491417 = -46567355.493939
  nChanged 5770
		SP:Iteration 2Q (12681.950000 sec): 3 clusters
  Score: Raw -46583462.317964 + Penalty 14777.491417 = -46568684.826547
  nChanged 5586
		SP:Iteration 3Q (12683.280000 sec): 3 clusters
  Score: Raw -46584814.202682 + Penalty 14777.491417 = -46570036.711266
  nChanged 5716
		SP:Iteration 4Q (12684.620000 sec): 3 clusters
  Score: Raw -46586397.140140 + Penalty 14777.491417 = -46571619.648723
  nChanged 6496
		SP:Iteration 5Q (12685.950000 sec): 3 clusters
  Score: Raw -46588706.932012 + Penalty 14777.491417 = -46573929.440596
  nChanged 8187
		SP:Iteration 6Q (12687.280000 sec): 3 clusters
  Score: Raw -46592607.954030 + Penalty 14777.491417 = -46577830.462613
  nChanged 10845
		SP:Iteration 7F (12688.600000 sec): 3 clusters
  Score: Raw -46599434.850999 + Penalty 14777.491417 = -46584657.359583
  nChanged 13582
		SP:Iteration 8F (12689.920000 sec): 3 clusters
  Score: Raw -46610434.303632 + Penalty 14777.491417 = -46595656.812216
  nChanged 14470
		SP:Iteration 9F (12691.240000 sec): 3 clusters
  Score: Raw -46623950.618065 + Penalty 14777.491417 = -46609173.126648
  nChanged 11825
		SP:Iteration 10F (12692.560000 sec): 3 clusters
  Score: Raw -46635438.068478 + Penalty 14777.491417 = -46620660.577061
  nChanged 6982
		SP:Iteration 11Q (12693.830000 sec): 3 clusters
  Score: Raw -46641892.642576 + Penalty 14777.491417 = -46627115.151159
  nChanged 3258
		SP:Iteration 12Q (12695.000000 sec): 3 clusters
  Score: Raw -46644761.339486 + Penalty 14777.491417 = -46629983.848069
  nChanged 1452
		SP:Iteration 13Q (12696.070000 sec): 3 clusters
  Score: Raw -46646032.345997 + Penalty 14777.491417 = -46631254.854580
  nChanged 702
		SP:Iteration 14Q (12697.060000 sec): 3 clusters
  Score: Raw -46646611.179226 + Penalty 14777.491417 = -46631833.687809
  nChanged 374
		SP:Iteration 15Q (12698.030000 sec): 3 clusters
  Score: Raw -46646902.638358 + Penalty 14777.491417 = -46632125.146942
  nChanged 236
		SP:Iteration 16Q (12698.970000 sec): 3 clusters
  Score: Raw -46647078.852181 + Penalty 14777.491417 = -46632301.360765
  nChanged 149
		SP:Iteration 17Q (12699.900000 sec): 3 clusters
  Score: Raw -46647179.505231 + Penalty 14777.491417 = -46632402.013814
  nChanged 102
		SP:Iteration 18Q (12700.830000 sec): 3 clusters
  Score: Raw -46647249.293819 + Penalty 14777.491417 = -46632471.802402
  nChanged 96
		SP:Iteration 19Q (12701.750000 sec): 3 clusters
  Score: Raw -46647313.894647 + Penalty 14777.491417 = -46632536.403230
  nChanged 78
		SP:Iteration 20F (12703.060000 sec): 3 clusters
  Score: Raw -46647366.693884 + Penalty 14777.491417 = -46632589.202468
  nChanged 55
		SP:Iteration 21Q (12703.970000 sec): 3 clusters
  Score: Raw -46647407.422911 + Penalty 14777.491417 = -46632629.931495
  nChanged 41
		SP:Iteration 22Q (12704.880000 sec): 3 clusters
  Score: Raw -46647434.380689 + Penalty 14777.491417 = -46632656.889272
  nChanged 34
		SP:Iteration 23Q (12705.790000 sec): 3 clusters
  Score: Raw -46647453.989154 + Penalty 14777.491417 = -46632676.497738
  nChanged 26
		SP:Iteration 24Q (12706.700000 sec): 3 clusters
  Score: Raw -46647470.333552 + Penalty 14777.491417 = -46632692.842135
  nChanged 28
		SP:Iteration 25Q (12707.600000 sec): 3 clusters
  Score: Raw -46647484.097136 + Penalty 14777.491417 = -46632706.605720
  nChanged 12
		SP:Iteration 26Q (12708.510000 sec): 3 clusters
  Score: Raw -46647491.649645 + Penalty 14777.491417 = -46632714.158228
  nChanged 13
		SP:Iteration 27Q (12709.420000 sec): 3 clusters
  Score: Raw -46647499.690876 + Penalty 14777.491417 = -46632722.199460
  nChanged 11
		SP:Iteration 28Q (12710.320000 sec): 3 clusters
  Score: Raw -46647506.000527 + Penalty 14777.491417 = -46632728.509110
  nChanged 11
		SP:Iteration 29Q (12711.220000 sec): 3 clusters
  Score: Raw -46647513.096583 + Penalty 14777.491417 = -46632735.605167
  nChanged 10
		SP:Iteration 30Q (12712.130000 sec): 3 clusters
  Score: Raw -46647518.633400 + Penalty 14777.491417 = -46632741.141983
  nChanged 3
		SP:Iteration 31Q (12713.030000 sec): 3 clusters
  Score: Raw -46647519.948170 + Penalty 14777.491417 = -46632742.456753
  nChanged 3
		SP:Iteration 32Q (12713.930000 sec): 3 clusters
  Score: Raw -46647521.261822 + Penalty 14777.491417 = -46632743.770406
  nChanged 3
		SP:Iteration 33Q (12714.830000 sec): 3 clusters
  Score: Raw -46647523.180409 + Penalty 14777.491417 = -46632745.688993
  nChanged 2
		SP:Iteration 34Q (12715.740000 sec): 3 clusters
  Score: Raw -46647523.986665 + Penalty 14777.491417 = -46632746.495248
  nChanged 0
		SP:Iteration 35F (12717.050000 sec): 3 clusters
  Score: Raw -46647523.986665 + Penalty 14777.491417 = -46632746.495248
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 32 (31179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12717.330000 sec): 2 clusters
  Score: Raw -8311215.737573 + Penalty 6337.843793 = -8304877.893780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12717.570000 sec): 3 clusters
  Score: Raw -8293988.437780 + Penalty 12675.687586 = -8281312.750194
  nChanged 13304
		SP:Iteration 1F (12717.820000 sec): 3 clusters
  Score: Raw -8301157.079933 + Penalty 12675.687586 = -8288481.392347
  nChanged 2000
		SP:Iteration 2F (12718.060000 sec): 3 clusters
  Score: Raw -8302136.562074 + Penalty 12675.687586 = -8289460.874488
  nChanged 1693
		SP:Iteration 3F (12718.300000 sec): 3 clusters
  Score: Raw -8302984.345307 + Penalty 12675.687586 = -8290308.657721
  nChanged 1526
		SP:Iteration 4Q (12718.540000 sec): 3 clusters
  Score: Raw -8303684.140096 + Penalty 12675.687586 = -8291008.452510
  nChanged 1390
		SP:Iteration 5Q (12718.780000 sec): 3 clusters
  Score: Raw -8304358.678014 + Penalty 12675.687586 = -8291682.990428
  nChanged 1414
		SP:Iteration 6Q (12719.020000 sec): 3 clusters
  Score: Raw -8305085.503369 + Penalty 12675.687586 = -8292409.815783
  nChanged 1402
		SP:Iteration 7Q (12719.260000 sec): 3 clusters
  Score: Raw -8305806.243027 + Penalty 12675.687586 = -8293130.555441
  nChanged 1378
		SP:Iteration 8Q (12719.500000 sec): 3 clusters
  Score: Raw -8306511.800051 + Penalty 12675.687586 = -8293836.112465
  nChanged 1321
		SP:Iteration 9Q (12719.740000 sec): 3 clusters
  Score: Raw -8307192.380932 + Penalty 12675.687586 = -8294516.693346
  nChanged 1215
		SP:Iteration 10Q (12719.980000 sec): 3 clusters
  Score: Raw -8307774.319769 + Penalty 12675.687586 = -8295098.632183
  nChanged 1103
		SP:Iteration 11Q (12720.220000 sec): 3 clusters
  Score: Raw -8308246.895438 + Penalty 12675.687586 = -8295571.207852
  nChanged 922
		SP:Iteration 12Q (12720.460000 sec): 3 clusters
  Score: Raw -8308624.522546 + Penalty 12675.687586 = -8295948.834960
  nChanged 768
		SP:Iteration 13Q (12720.690000 sec): 3 clusters
  Score: Raw -8308902.451841 + Penalty 12675.687586 = -8296226.764255
  nChanged 675
		SP:Iteration 14Q (12720.930000 sec): 3 clusters
  Score: Raw -8309121.591287 + Penalty 12675.687586 = -8296445.903701
  nChanged 574
		SP:Iteration 15Q (12721.170000 sec): 3 clusters
  Score: Raw -8309285.482722 + Penalty 12675.687586 = -8296609.795136
  nChanged 458
		SP:Iteration 16Q (12721.410000 sec): 3 clusters
  Score: Raw -8309403.504719 + Penalty 12675.687586 = -8296727.817133
  nChanged 363
		SP:Iteration 17Q (12721.650000 sec): 3 clusters
  Score: Raw -8309492.319680 + Penalty 12675.687586 = -8296816.632094
  nChanged 294
		SP:Iteration 18Q (12721.890000 sec): 3 clusters
  Score: Raw -8309563.217949 + Penalty 12675.687586 = -8296887.530362
  nChanged 270
		SP:Iteration 19Q (12722.120000 sec): 3 clusters
  Score: Raw -8309623.115379 + Penalty 12675.687586 = -8296947.427793
  nChanged 239
		SP:Iteration 20F (12722.360000 sec): 3 clusters
  Score: Raw -8309679.644734 + Penalty 12675.687586 = -8297003.957147
  nChanged 231
		SP:Iteration 21Q (12722.600000 sec): 3 clusters
  Score: Raw -8309732.198788 + Penalty 12675.687586 = -8297056.511202
  nChanged 219
		SP:Iteration 22Q (12722.840000 sec): 3 clusters
  Score: Raw -8309780.593294 + Penalty 12675.687586 = -8297104.905708
  nChanged 184
		SP:Iteration 23Q (12723.070000 sec): 3 clusters
  Score: Raw -8309820.652102 + Penalty 12675.687586 = -8297144.964516
  nChanged 204
		SP:Iteration 24Q (12723.310000 sec): 3 clusters
  Score: Raw -8309866.356195 + Penalty 12675.687586 = -8297190.668609
  nChanged 205
		SP:Iteration 25Q (12723.550000 sec): 3 clusters
  Score: Raw -8309913.764863 + Penalty 12675.687586 = -8297238.077277
  nChanged 217
		SP:Iteration 26Q (12723.790000 sec): 3 clusters
  Score: Raw -8309964.353785 + Penalty 12675.687586 = -8297288.666199
  nChanged 223
		SP:Iteration 27Q (12724.030000 sec): 3 clusters
  Score: Raw -8310014.822745 + Penalty 12675.687586 = -8297339.135159
  nChanged 194
		SP:Iteration 28Q (12724.270000 sec): 3 clusters
  Score: Raw -8310056.607111 + Penalty 12675.687586 = -8297380.919525
  nChanged 176
		SP:Iteration 29Q (12724.510000 sec): 3 clusters
  Score: Raw -8310094.638629 + Penalty 12675.687586 = -8297418.951043
  nChanged 170
		SP:Iteration 30Q (12724.750000 sec): 3 clusters
  Score: Raw -8310131.678143 + Penalty 12675.687586 = -8297455.990557
  nChanged 153
		SP:Iteration 31Q (12724.990000 sec): 3 clusters
  Score: Raw -8310167.297372 + Penalty 12675.687586 = -8297491.609786
  nChanged 170
		SP:Iteration 32Q (12725.220000 sec): 3 clusters
  Score: Raw -8310207.954556 + Penalty 12675.687586 = -8297532.266970
  nChanged 172
		SP:Iteration 33Q (12725.460000 sec): 3 clusters
  Score: Raw -8310248.948469 + Penalty 12675.687586 = -8297573.260883
  nChanged 173
		SP:Iteration 34Q (12725.700000 sec): 3 clusters
  Score: Raw -8310289.814718 + Penalty 12675.687586 = -8297614.127131
  nChanged 173
		SP:Iteration 35Q (12725.940000 sec): 3 clusters
  Score: Raw -8310331.847061 + Penalty 12675.687586 = -8297656.159474
  nChanged 158
		SP:Iteration 36Q (12726.180000 sec): 3 clusters
  Score: Raw -8310369.115234 + Penalty 12675.687586 = -8297693.427648
  nChanged 143
		SP:Iteration 37Q (12726.420000 sec): 3 clusters
  Score: Raw -8310405.876596 + Penalty 12675.687586 = -8297730.189010
  nChanged 154
		SP:Iteration 38Q (12726.660000 sec): 3 clusters
  Score: Raw -8310445.788409 + Penalty 12675.687586 = -8297770.100823
  nChanged 152
		SP:Iteration 39Q (12726.900000 sec): 3 clusters
  Score: Raw -8310488.291303 + Penalty 12675.687586 = -8297812.603717
  nChanged 166
		SP:Iteration 40F (12727.140000 sec): 3 clusters
  Score: Raw -8310536.873895 + Penalty 12675.687586 = -8297861.186309
  nChanged 194
		SP:Iteration 41Q (12727.380000 sec): 3 clusters
  Score: Raw -8310595.627945 + Penalty 12675.687586 = -8297919.940359
  nChanged 213
		SP:Iteration 42Q (12727.610000 sec): 3 clusters
  Score: Raw -8310664.423221 + Penalty 12675.687586 = -8297988.735635
  nChanged 204
		SP:Iteration 43Q (12727.850000 sec): 3 clusters
  Score: Raw -8310726.243262 + Penalty 12675.687586 = -8298050.555676
  nChanged 197
		SP:Iteration 44Q (12728.080000 sec): 3 clusters
  Score: Raw -8310789.047590 + Penalty 12675.687586 = -8298113.360003
  nChanged 212
		SP:Iteration 45Q (12728.320000 sec): 3 clusters
  Score: Raw -8310862.404945 + Penalty 12675.687586 = -8298186.717359
  nChanged 224
		SP:Iteration 46Q (12728.560000 sec): 3 clusters
  Score: Raw -8310936.028368 + Penalty 12675.687586 = -8298260.340782
  nChanged 218
		SP:Iteration 47Q (12728.790000 sec): 3 clusters
  Score: Raw -8311013.949339 + Penalty 12675.687586 = -8298338.261753
  nChanged 207
		SP:Iteration 48Q (12729.030000 sec): 3 clusters
  Score: Raw -8311087.035907 + Penalty 12675.687586 = -8298411.348321
  nChanged 206
		SP:Iteration 49Q (12729.260000 sec): 3 clusters
  Score: Raw -8311158.908724 + Penalty 12675.687586 = -8298483.221138
  nChanged 199
		SP:Iteration 50Q (12729.500000 sec): 3 clusters
  Score: Raw -8311230.252772 + Penalty 12675.687586 = -8298554.565186
  nChanged 191
		SP:Iteration 51Q (12729.730000 sec): 3 clusters
  Score: Raw -8311305.834009 + Penalty 12675.687586 = -8298630.146423
  nChanged 212
		SP:Iteration 52Q (12729.970000 sec): 3 clusters
  Score: Raw -8311391.297241 + Penalty 12675.687586 = -8298715.609655
  nChanged 200
		SP:Iteration 53Q (12730.200000 sec): 3 clusters
  Score: Raw -8311476.831896 + Penalty 12675.687586 = -8298801.144310
  nChanged 193
		SP:Iteration 54Q (12730.430000 sec): 3 clusters
  Score: Raw -8311564.216573 + Penalty 12675.687586 = -8298888.528987
  nChanged 199
		SP:Iteration 55Q (12730.660000 sec): 3 clusters
  Score: Raw -8311653.495715 + Penalty 12675.687586 = -8298977.808129
  nChanged 162
		SP:Iteration 56Q (12730.900000 sec): 3 clusters
  Score: Raw -8311723.105073 + Penalty 12675.687586 = -8299047.417487
  nChanged 153
		SP:Iteration 57Q (12731.120000 sec): 3 clusters
  Score: Raw -8311789.844855 + Penalty 12675.687586 = -8299114.157269
  nChanged 142
		SP:Iteration 58Q (12731.360000 sec): 3 clusters
  Score: Raw -8311855.747582 + Penalty 12675.687586 = -8299180.059996
  nChanged 117
		SP:Iteration 59Q (12731.590000 sec): 3 clusters
  Score: Raw -8311908.763446 + Penalty 12675.687586 = -8299233.075860
  nChanged 104
		SP:Iteration 60F (12731.820000 sec): 3 clusters
  Score: Raw -8311961.157286 + Penalty 12675.687586 = -8299285.469700
  nChanged 107
		SP:Iteration 61Q (12732.050000 sec): 3 clusters
  Score: Raw -8312012.103265 + Penalty 12675.687586 = -8299336.415679
  nChanged 104
		SP:Iteration 62Q (12732.270000 sec): 3 clusters
  Score: Raw -8312060.047048 + Penalty 12675.687586 = -8299384.359461
  nChanged 74
		SP:Iteration 63Q (12732.490000 sec): 3 clusters
  Score: Raw -8312094.970942 + Penalty 12675.687586 = -8299419.283356
  nChanged 73
		SP:Iteration 64Q (12732.710000 sec): 3 clusters
  Score: Raw -8312128.352217 + Penalty 12675.687586 = -8299452.664631
  nChanged 60
		SP:Iteration 65Q (12732.930000 sec): 3 clusters
  Score: Raw -8312157.710324 + Penalty 12675.687586 = -8299482.022738
  nChanged 52
		SP:Iteration 66Q (12733.150000 sec): 3 clusters
  Score: Raw -8312183.254781 + Penalty 12675.687586 = -8299507.567195
  nChanged 51
		SP:Iteration 67Q (12733.370000 sec): 3 clusters
  Score: Raw -8312207.040918 + Penalty 12675.687586 = -8299531.353331
  nChanged 47
		SP:Iteration 68Q (12733.580000 sec): 3 clusters
  Score: Raw -8312233.152182 + Penalty 12675.687586 = -8299557.464596
  nChanged 55
		SP:Iteration 69Q (12733.790000 sec): 3 clusters
  Score: Raw -8312261.419930 + Penalty 12675.687586 = -8299585.732344
  nChanged 41
		SP:Iteration 70Q (12734.010000 sec): 3 clusters
  Score: Raw -8312282.199604 + Penalty 12675.687586 = -8299606.512018
  nChanged 36
		SP:Iteration 71Q (12734.230000 sec): 3 clusters
  Score: Raw -8312298.330793 + Penalty 12675.687586 = -8299622.643207
  nChanged 28
		SP:Iteration 72Q (12734.440000 sec): 3 clusters
  Score: Raw -8312312.610094 + Penalty 12675.687586 = -8299636.922508
  nChanged 24
		SP:Iteration 73Q (12734.650000 sec): 3 clusters
  Score: Raw -8312325.091270 + Penalty 12675.687586 = -8299649.403684
  nChanged 27
		SP:Iteration 74Q (12734.860000 sec): 3 clusters
  Score: Raw -8312338.443089 + Penalty 12675.687586 = -8299662.755503
  nChanged 22
		SP:Iteration 75Q (12735.070000 sec): 3 clusters
  Score: Raw -8312350.325076 + Penalty 12675.687586 = -8299674.637490
  nChanged 24
		SP:Iteration 76Q (12735.290000 sec): 3 clusters
  Score: Raw -8312361.202896 + Penalty 12675.687586 = -8299685.515310
  nChanged 18
		SP:Iteration 77Q (12735.500000 sec): 3 clusters
  Score: Raw -8312368.378196 + Penalty 12675.687586 = -8299692.690610
  nChanged 15
		SP:Iteration 78Q (12735.710000 sec): 3 clusters
  Score: Raw -8312376.652199 + Penalty 12675.687586 = -8299700.964613
  nChanged 16
		SP:Iteration 79Q (12735.920000 sec): 3 clusters
  Score: Raw -8312384.274630 + Penalty 12675.687586 = -8299708.587044
  nChanged 9
		SP:Iteration 80F (12736.160000 sec): 3 clusters
  Score: Raw -8312388.417112 + Penalty 12675.687586 = -8299712.729526
  nChanged 8
		SP:Iteration 81Q (12736.370000 sec): 3 clusters
  Score: Raw -8312392.199478 + Penalty 12675.687586 = -8299716.511892
  nChanged 9
		SP:Iteration 82Q (12736.580000 sec): 3 clusters
  Score: Raw -8312395.939378 + Penalty 12675.687586 = -8299720.251792
  nChanged 2
		SP:Iteration 83Q (12736.790000 sec): 3 clusters
  Score: Raw -8312396.852171 + Penalty 12675.687586 = -8299721.164585
  nChanged 3
		SP:Iteration 84Q (12737.000000 sec): 3 clusters
  Score: Raw -8312397.940447 + Penalty 12675.687586 = -8299722.252861
  nChanged 3
		SP:Iteration 85Q (12737.210000 sec): 3 clusters
  Score: Raw -8312399.591059 + Penalty 12675.687586 = -8299723.903473
  nChanged 2
		SP:Iteration 86Q (12737.420000 sec): 3 clusters
  Score: Raw -8312400.641513 + Penalty 12675.687586 = -8299724.953927
  nChanged 2
		SP:Iteration 87Q (12737.640000 sec): 3 clusters
  Score: Raw -8312401.504839 + Penalty 12675.687586 = -8299725.817253
  nChanged 3
		SP:Iteration 88Q (12737.850000 sec): 3 clusters
  Score: Raw -8312403.212949 + Penalty 12675.687586 = -8299727.525363
  nChanged 5
		SP:Iteration 89Q (12738.050000 sec): 3 clusters
  Score: Raw -8312405.083824 + Penalty 12675.687586 = -8299729.396238
  nChanged 8
		SP:Iteration 90Q (12738.270000 sec): 3 clusters
  Score: Raw -8312408.109993 + Penalty 12675.687586 = -8299732.422407
  nChanged 6
		SP:Iteration 91Q (12738.470000 sec): 3 clusters
  Score: Raw -8312410.481927 + Penalty 12675.687586 = -8299734.794341
  nChanged 9
		SP:Iteration 92Q (12738.680000 sec): 3 clusters
  Score: Raw -8312415.197873 + Penalty 12675.687586 = -8299739.510287
  nChanged 5
		SP:Iteration 93Q (12738.890000 sec): 3 clusters
  Score: Raw -8312417.910883 + Penalty 12675.687586 = -8299742.223297
  nChanged 5
		SP:Iteration 94Q (12739.100000 sec): 3 clusters
  Score: Raw -8312419.992211 + Penalty 12675.687586 = -8299744.304625
  nChanged 5
		SP:Iteration 95Q (12739.310000 sec): 3 clusters
  Score: Raw -8312422.535299 + Penalty 12675.687586 = -8299746.847713
  nChanged 4
		SP:Iteration 96Q (12739.520000 sec): 3 clusters
  Score: Raw -8312423.848247 + Penalty 12675.687586 = -8299748.160661
  nChanged 2
		SP:Iteration 97Q (12739.730000 sec): 3 clusters
  Score: Raw -8312424.935158 + Penalty 12675.687586 = -8299749.247572
  nChanged 8
		SP:Iteration 98Q (12739.940000 sec): 3 clusters
  Score: Raw -8312428.339784 + Penalty 12675.687586 = -8299752.652198
  nChanged 5
		SP:Iteration 99Q (12740.140000 sec): 3 clusters
  Score: Raw -8312431.433669 + Penalty 12675.687586 = -8299755.746083
  nChanged 6
		SP:Iteration 100F (12740.380000 sec): 3 clusters
  Score: Raw -8312435.242205 + Penalty 12675.687586 = -8299759.554619
  nChanged 10
		SP:Iteration 101Q (12740.590000 sec): 3 clusters
  Score: Raw -8312439.168870 + Penalty 12675.687586 = -8299763.481284
  nChanged 5
		SP:Iteration 102Q (12740.800000 sec): 3 clusters
  Score: Raw -8312441.317244 + Penalty 12675.687586 = -8299765.629658
  nChanged 5
		SP:Iteration 103Q (12741.010000 sec): 3 clusters
  Score: Raw -8312444.140153 + Penalty 12675.687586 = -8299768.452567
  nChanged 4
		SP:Iteration 104Q (12741.210000 sec): 3 clusters
  Score: Raw -8312445.787716 + Penalty 12675.687586 = -8299770.100130
  nChanged 3
		SP:Iteration 105Q (12741.420000 sec): 3 clusters
  Score: Raw -8312447.624166 + Penalty 12675.687586 = -8299771.936580
  nChanged 5
		SP:Iteration 106Q (12741.630000 sec): 3 clusters
  Score: Raw -8312450.966955 + Penalty 12675.687586 = -8299775.279369
  nChanged 5
		SP:Iteration 107Q (12741.840000 sec): 3 clusters
  Score: Raw -8312453.605674 + Penalty 12675.687586 = -8299777.918088
  nChanged 9
		SP:Iteration 108Q (12742.050000 sec): 3 clusters
  Score: Raw -8312459.324899 + Penalty 12675.687586 = -8299783.637313
  nChanged 9
		SP:Iteration 109Q (12742.250000 sec): 3 clusters
  Score: Raw -8312464.111075 + Penalty 12675.687586 = -8299788.423488
  nChanged 8
		SP:Iteration 110Q (12742.450000 sec): 3 clusters
  Score: Raw -8312467.403072 + Penalty 12675.687586 = -8299791.715486
  nChanged 6
		SP:Iteration 111Q (12742.660000 sec): 3 clusters
  Score: Raw -8312470.057919 + Penalty 12675.687586 = -8299794.370332
  nChanged 6
		SP:Iteration 112Q (12742.870000 sec): 3 clusters
  Score: Raw -8312474.192706 + Penalty 12675.687586 = -8299798.505120
  nChanged 10
		SP:Iteration 113Q (12743.070000 sec): 3 clusters
  Score: Raw -8312479.826444 + Penalty 12675.687586 = -8299804.138858
  nChanged 6
		SP:Iteration 114Q (12743.280000 sec): 3 clusters
  Score: Raw -8312482.491350 + Penalty 12675.687586 = -8299806.803763
  nChanged 5
		SP:Iteration 115Q (12743.490000 sec): 3 clusters
  Score: Raw -8312485.054578 + Penalty 12675.687586 = -8299809.366992
  nChanged 4
		SP:Iteration 116Q (12743.690000 sec): 3 clusters
  Score: Raw -8312487.562908 + Penalty 12675.687586 = -8299811.875322
  nChanged 5
		SP:Iteration 117Q (12743.900000 sec): 3 clusters
  Score: Raw -8312489.755557 + Penalty 12675.687586 = -8299814.067971
  nChanged 2
		SP:Iteration 118Q (12744.100000 sec): 3 clusters
  Score: Raw -8312490.642151 + Penalty 12675.687586 = -8299814.954565
  nChanged 2
		SP:Iteration 119Q (12744.310000 sec): 3 clusters
  Score: Raw -8312491.584122 + Penalty 12675.687586 = -8299815.896536
  nChanged 1
		SP:Iteration 120F (12744.550000 sec): 3 clusters
  Score: Raw -8312492.523590 + Penalty 12675.687586 = -8299816.836004
  nChanged 5
		SP:Iteration 121Q (12744.760000 sec): 3 clusters
  Score: Raw -8312493.855122 + Penalty 12675.687586 = -8299818.167536
  nChanged 1
		SP:Iteration 122Q (12744.960000 sec): 3 clusters
  Score: Raw -8312494.443892 + Penalty 12675.687586 = -8299818.756306
  nChanged 3
		SP:Iteration 123Q (12745.170000 sec): 3 clusters
  Score: Raw -8312496.035836 + Penalty 12675.687586 = -8299820.348250
  nChanged 3
		SP:Iteration 124Q (12745.370000 sec): 3 clusters
  Score: Raw -8312497.956340 + Penalty 12675.687586 = -8299822.268754
  nChanged 3
		SP:Iteration 125Q (12745.580000 sec): 3 clusters
  Score: Raw -8312499.385376 + Penalty 12675.687586 = -8299823.697789
  nChanged 4
		SP:Iteration 126Q (12745.780000 sec): 3 clusters
  Score: Raw -8312502.702281 + Penalty 12675.687586 = -8299827.014695
  nChanged 4
		SP:Iteration 127Q (12745.990000 sec): 3 clusters
  Score: Raw -8312504.364559 + Penalty 12675.687586 = -8299828.676973
  nChanged 2
		SP:Iteration 128Q (12746.200000 sec): 3 clusters
  Score: Raw -8312505.439428 + Penalty 12675.687586 = -8299829.751842
  nChanged 3
		SP:Iteration 129Q (12746.400000 sec): 3 clusters
  Score: Raw -8312507.167412 + Penalty 12675.687586 = -8299831.479826
  nChanged 2
		SP:Iteration 130Q (12746.610000 sec): 3 clusters
  Score: Raw -8312508.324258 + Penalty 12675.687586 = -8299832.636672
  nChanged 2
		SP:Iteration 131Q (12746.810000 sec): 3 clusters
  Score: Raw -8312509.011923 + Penalty 12675.687586 = -8299833.324337
  nChanged 0
		SP:Iteration 132F (12747.050000 sec): 3 clusters
  Score: Raw -8312509.011923 + Penalty 12675.687586 = -8299833.324337
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 33 (100268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12747.710000 sec): 2 clusters
  Score: Raw -26910288.663844 + Penalty 7053.306152 = -26903235.357692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12748.480000 sec): 3 clusters
  Score: Raw -26849066.927344 + Penalty 14106.612303 = -26834960.315041
  nChanged 45730
		SP:Iteration 1F (12749.240000 sec): 3 clusters
  Score: Raw -26874236.796666 + Penalty 14106.612303 = -26860130.184363
  nChanged 4267
		SP:Iteration 2Q (12750.010000 sec): 3 clusters
  Score: Raw -26875492.490989 + Penalty 14106.612303 = -26861385.878686
  nChanged 3934
		SP:Iteration 3Q (12750.780000 sec): 3 clusters
  Score: Raw -26876718.057400 + Penalty 14106.612303 = -26862611.445097
  nChanged 3824
		SP:Iteration 4Q (12751.560000 sec): 3 clusters
  Score: Raw -26878021.308332 + Penalty 14106.612303 = -26863914.696029
  nChanged 3858
		SP:Iteration 5Q (12752.330000 sec): 3 clusters
  Score: Raw -26879553.504892 + Penalty 14106.612303 = -26865446.892589
  nChanged 4152
		SP:Iteration 6Q (12753.100000 sec): 3 clusters
  Score: Raw -26881359.276976 + Penalty 14106.612303 = -26867252.664672
  nChanged 4463
		SP:Iteration 7Q (12753.870000 sec): 3 clusters
  Score: Raw -26883367.449115 + Penalty 14106.612303 = -26869260.836812
  nChanged 4648
		SP:Iteration 8Q (12754.630000 sec): 3 clusters
  Score: Raw -26885436.929886 + Penalty 14106.612303 = -26871330.317583
  nChanged 4689
		SP:Iteration 9Q (12755.400000 sec): 3 clusters
  Score: Raw -26887456.203080 + Penalty 14106.612303 = -26873349.590777
  nChanged 4632
		SP:Iteration 10Q (12756.170000 sec): 3 clusters
  Score: Raw -26889403.487704 + Penalty 14106.612303 = -26875296.875401
  nChanged 4309
		SP:Iteration 11Q (12756.930000 sec): 3 clusters
  Score: Raw -26891119.435377 + Penalty 14106.612303 = -26877012.823074
  nChanged 3969
		SP:Iteration 12Q (12757.690000 sec): 3 clusters
  Score: Raw -26892679.424304 + Penalty 14106.612303 = -26878572.812000
  nChanged 3742
		SP:Iteration 13Q (12758.450000 sec): 3 clusters
  Score: Raw -26894134.613938 + Penalty 14106.612303 = -26880028.001634
  nChanged 3488
		SP:Iteration 14Q (12759.210000 sec): 3 clusters
  Score: Raw -26895570.959173 + Penalty 14106.612303 = -26881464.346869
  nChanged 3411
		SP:Iteration 15Q (12759.970000 sec): 3 clusters
  Score: Raw -26897141.602998 + Penalty 14106.612303 = -26883034.990695
  nChanged 3446
		SP:Iteration 16Q (12760.730000 sec): 3 clusters
  Score: Raw -26899022.517028 + Penalty 14106.612303 = -26884915.904724
  nChanged 3558
		SP:Iteration 17Q (12761.480000 sec): 3 clusters
  Score: Raw -26901689.256924 + Penalty 14106.612303 = -26887582.644621
  nChanged 3702
		SP:Iteration 18Q (12762.240000 sec): 3 clusters
  Score: Raw -26905589.055093 + Penalty 14106.612303 = -26891482.442790
  nChanged 3702
		SP:Iteration 19Q (12762.990000 sec): 3 clusters
  Score: Raw -26909971.943564 + Penalty 14106.612303 = -26895865.331261
  nChanged 3235
		SP:Iteration 20F (12763.750000 sec): 3 clusters
  Score: Raw -26912885.138852 + Penalty 14106.612303 = -26898778.526549
  nChanged 2419
		SP:Iteration 21Q (12764.430000 sec): 3 clusters
  Score: Raw -26914560.144036 + Penalty 14106.612303 = -26900453.531733
  nChanged 1808
		SP:Iteration 22Q (12765.090000 sec): 3 clusters
  Score: Raw -26915580.292749 + Penalty 14106.612303 = -26901473.680445
  nChanged 1321
		SP:Iteration 23Q (12765.740000 sec): 3 clusters
  Score: Raw -26916120.988788 + Penalty 14106.612303 = -26902014.376485
  nChanged 933
		SP:Iteration 24Q (12766.390000 sec): 3 clusters
  Score: Raw -26916394.362229 + Penalty 14106.612303 = -26902287.749925
  nChanged 614
		SP:Iteration 25Q (12767.030000 sec): 3 clusters
  Score: Raw -26916527.596507 + Penalty 14106.612303 = -26902420.984204
  nChanged 480
		SP:Iteration 26Q (12767.680000 sec): 3 clusters
  Score: Raw -26916608.330792 + Penalty 14106.612303 = -26902501.718489
  nChanged 359
		SP:Iteration 27Q (12768.330000 sec): 3 clusters
  Score: Raw -26916660.685840 + Penalty 14106.612303 = -26902554.073536
  nChanged 304
		SP:Iteration 28Q (12768.970000 sec): 3 clusters
  Score: Raw -26916700.119336 + Penalty 14106.612303 = -26902593.507033
  nChanged 225
		SP:Iteration 29Q (12769.610000 sec): 3 clusters
  Score: Raw -26916725.093288 + Penalty 14106.612303 = -26902618.480984
  nChanged 183
		SP:Iteration 30Q (12770.260000 sec): 3 clusters
  Score: Raw -26916744.221338 + Penalty 14106.612303 = -26902637.609034
  nChanged 157
		SP:Iteration 31Q (12770.900000 sec): 3 clusters
  Score: Raw -26916759.925674 + Penalty 14106.612303 = -26902653.313371
  nChanged 127
		SP:Iteration 32Q (12771.550000 sec): 3 clusters
  Score: Raw -26916769.786447 + Penalty 14106.612303 = -26902663.174144
  nChanged 90
		SP:Iteration 33Q (12772.190000 sec): 3 clusters
  Score: Raw -26916776.057927 + Penalty 14106.612303 = -26902669.445624
  nChanged 87
		SP:Iteration 34Q (12772.830000 sec): 3 clusters
  Score: Raw -26916782.129981 + Penalty 14106.612303 = -26902675.517678
  nChanged 83
		SP:Iteration 35Q (12773.480000 sec): 3 clusters
  Score: Raw -26916787.426986 + Penalty 14106.612303 = -26902680.814683
  nChanged 65
		SP:Iteration 36Q (12774.130000 sec): 3 clusters
  Score: Raw -26916791.604677 + Penalty 14106.612303 = -26902684.992373
  nChanged 63
		SP:Iteration 37Q (12774.770000 sec): 3 clusters
  Score: Raw -26916795.470533 + Penalty 14106.612303 = -26902688.858229
  nChanged 59
		SP:Iteration 38Q (12775.410000 sec): 3 clusters
  Score: Raw -26916799.371417 + Penalty 14106.612303 = -26902692.759114
  nChanged 45
		SP:Iteration 39Q (12776.060000 sec): 3 clusters
  Score: Raw -26916802.053831 + Penalty 14106.612303 = -26902695.441527
  nChanged 46
		SP:Iteration 40F (12776.820000 sec): 3 clusters
  Score: Raw -26916804.616309 + Penalty 14106.612303 = -26902698.004006
  nChanged 37
		SP:Iteration 41Q (12777.470000 sec): 3 clusters
  Score: Raw -26916806.198262 + Penalty 14106.612303 = -26902699.585959
  nChanged 26
		SP:Iteration 42Q (12778.120000 sec): 3 clusters
  Score: Raw -26916807.421471 + Penalty 14106.612303 = -26902700.809168
  nChanged 25
		SP:Iteration 43Q (12778.780000 sec): 3 clusters
  Score: Raw -26916808.719301 + Penalty 14106.612303 = -26902702.106998
  nChanged 27
		SP:Iteration 44Q (12779.430000 sec): 3 clusters
  Score: Raw -26916810.169879 + Penalty 14106.612303 = -26902703.557575
  nChanged 25
		SP:Iteration 45Q (12780.080000 sec): 3 clusters
  Score: Raw -26916811.397604 + Penalty 14106.612303 = -26902704.785300
  nChanged 17
		SP:Iteration 46Q (12780.740000 sec): 3 clusters
  Score: Raw -26916812.322874 + Penalty 14106.612303 = -26902705.710570
  nChanged 20
		SP:Iteration 47Q (12781.390000 sec): 3 clusters
  Score: Raw -26916813.147370 + Penalty 14106.612303 = -26902706.535066
  nChanged 17
		SP:Iteration 48Q (12782.040000 sec): 3 clusters
  Score: Raw -26916814.007926 + Penalty 14106.612303 = -26902707.395623
  nChanged 23
		SP:Iteration 49Q (12782.690000 sec): 3 clusters
  Score: Raw -26916815.034229 + Penalty 14106.612303 = -26902708.421926
  nChanged 18
		SP:Iteration 50Q (12783.350000 sec): 3 clusters
  Score: Raw -26916815.832178 + Penalty 14106.612303 = -26902709.219875
  nChanged 11
		SP:Iteration 51Q (12784.010000 sec): 3 clusters
  Score: Raw -26916816.371673 + Penalty 14106.612303 = -26902709.759370
  nChanged 12
		SP:Iteration 52Q (12784.660000 sec): 3 clusters
  Score: Raw -26916816.814205 + Penalty 14106.612303 = -26902710.201902
  nChanged 13
		SP:Iteration 53Q (12785.310000 sec): 3 clusters
  Score: Raw -26916817.276920 + Penalty 14106.612303 = -26902710.664617
  nChanged 7
		SP:Iteration 54Q (12785.960000 sec): 3 clusters
  Score: Raw -26916817.476368 + Penalty 14106.612303 = -26902710.864065
  nChanged 6
		SP:Iteration 55Q (12786.620000 sec): 3 clusters
  Score: Raw -26916817.760297 + Penalty 14106.612303 = -26902711.147994
  nChanged 10
		SP:Iteration 56Q (12787.270000 sec): 3 clusters
  Score: Raw -26916818.096823 + Penalty 14106.612303 = -26902711.484520
  nChanged 8
		SP:Iteration 57Q (12787.920000 sec): 3 clusters
  Score: Raw -26916818.388304 + Penalty 14106.612303 = -26902711.776001
  nChanged 4
		SP:Iteration 58Q (12788.570000 sec): 3 clusters
  Score: Raw -26916818.536028 + Penalty 14106.612303 = -26902711.923725
  nChanged 6
		SP:Iteration 59Q (12789.230000 sec): 3 clusters
  Score: Raw -26916818.706470 + Penalty 14106.612303 = -26902712.094167
  nChanged 1
		SP:Iteration 60F (12789.990000 sec): 3 clusters
  Score: Raw -26916818.726970 + Penalty 14106.612303 = -26902712.114666
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 34 (87504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12790.540000 sec): 2 clusters
  Score: Raw -23187850.245856 + Penalty 6969.906869 = -23180880.338987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12791.210000 sec): 3 clusters
  Score: Raw -23134730.241259 + Penalty 13939.813737 = -23120790.427522
  nChanged 39839
		SP:Iteration 1F (12791.880000 sec): 3 clusters
  Score: Raw -23157052.652510 + Penalty 13939.813737 = -23143112.838773
  nChanged 4444
		SP:Iteration 2F (12792.550000 sec): 3 clusters
  Score: Raw -23159037.387985 + Penalty 13939.813737 = -23145097.574248
  nChanged 4672
		SP:Iteration 3F (12793.210000 sec): 3 clusters
  Score: Raw -23161656.441923 + Penalty 13939.813737 = -23147716.628185
  nChanged 5254
		SP:Iteration 4F (12793.870000 sec): 3 clusters
  Score: Raw -23165062.783613 + Penalty 13939.813737 = -23151122.969876
  nChanged 5948
		SP:Iteration 5F (12794.540000 sec): 3 clusters
  Score: Raw -23169158.876933 + Penalty 13939.813737 = -23155219.063196
  nChanged 6243
		SP:Iteration 6F (12795.210000 sec): 3 clusters
  Score: Raw -23173347.777220 + Penalty 13939.813737 = -23159407.963483
  nChanged 5819
		SP:Iteration 7F (12795.870000 sec): 3 clusters
  Score: Raw -23176990.355676 + Penalty 13939.813737 = -23163050.541939
  nChanged 4843
		SP:Iteration 8F (12796.540000 sec): 3 clusters
  Score: Raw -23179827.950166 + Penalty 13939.813737 = -23165888.136429
  nChanged 3888
		SP:Iteration 9Q (12797.200000 sec): 3 clusters
  Score: Raw -23182082.866795 + Penalty 13939.813737 = -23168143.053058
  nChanged 2999
		SP:Iteration 10Q (12797.860000 sec): 3 clusters
  Score: Raw -23183813.375625 + Penalty 13939.813737 = -23169873.561888
  nChanged 2450
		SP:Iteration 11Q (12798.510000 sec): 3 clusters
  Score: Raw -23185238.073301 + Penalty 13939.813737 = -23171298.259564
  nChanged 2078
		SP:Iteration 12Q (12799.170000 sec): 3 clusters
  Score: Raw -23186545.306171 + Penalty 13939.813737 = -23172605.492434
  nChanged 1840
		SP:Iteration 13Q (12799.810000 sec): 3 clusters
  Score: Raw -23187774.792441 + Penalty 13939.813737 = -23173834.978703
  nChanged 1663
		SP:Iteration 14Q (12800.430000 sec): 3 clusters
  Score: Raw -23189041.243584 + Penalty 13939.813737 = -23175101.429847
  nChanged 1527
		SP:Iteration 15Q (12801.040000 sec): 3 clusters
  Score: Raw -23190357.430561 + Penalty 13939.813737 = -23176417.616823
  nChanged 1290
		SP:Iteration 16Q (12801.630000 sec): 3 clusters
  Score: Raw -23191478.031746 + Penalty 13939.813737 = -23177538.218008
  nChanged 1046
		SP:Iteration 17Q (12802.190000 sec): 3 clusters
  Score: Raw -23192325.677077 + Penalty 13939.813737 = -23178385.863339
  nChanged 895
		SP:Iteration 18Q (12802.740000 sec): 3 clusters
  Score: Raw -23192842.334205 + Penalty 13939.813737 = -23178902.520468
  nChanged 714
		SP:Iteration 19Q (12803.280000 sec): 3 clusters
  Score: Raw -23193173.820776 + Penalty 13939.813737 = -23179234.007039
  nChanged 583
		SP:Iteration 20F (12803.940000 sec): 3 clusters
  Score: Raw -23193402.223236 + Penalty 13939.813737 = -23179462.409499
  nChanged 479
		SP:Iteration 21Q (12804.470000 sec): 3 clusters
  Score: Raw -23193554.117958 + Penalty 13939.813737 = -23179614.304221
  nChanged 389
		SP:Iteration 22Q (12804.990000 sec): 3 clusters
  Score: Raw -23193663.026284 + Penalty 13939.813737 = -23179723.212547
  nChanged 325
		SP:Iteration 23Q (12805.510000 sec): 3 clusters
  Score: Raw -23193743.007214 + Penalty 13939.813737 = -23179803.193477
  nChanged 268
		SP:Iteration 24Q (12806.030000 sec): 3 clusters
  Score: Raw -23193802.843519 + Penalty 13939.813737 = -23179863.029782
  nChanged 211
		SP:Iteration 25Q (12806.540000 sec): 3 clusters
  Score: Raw -23193851.608547 + Penalty 13939.813737 = -23179911.794810
  nChanged 210
		SP:Iteration 26Q (12807.050000 sec): 3 clusters
  Score: Raw -23193898.076438 + Penalty 13939.813737 = -23179958.262700
  nChanged 193
		SP:Iteration 27Q (12807.570000 sec): 3 clusters
  Score: Raw -23193938.304484 + Penalty 13939.813737 = -23179998.490747
  nChanged 178
		SP:Iteration 28Q (12808.080000 sec): 3 clusters
  Score: Raw -23193976.137791 + Penalty 13939.813737 = -23180036.324053
  nChanged 163
		SP:Iteration 29Q (12808.580000 sec): 3 clusters
  Score: Raw -23194006.852604 + Penalty 13939.813737 = -23180067.038866
  nChanged 132
		SP:Iteration 30Q (12809.090000 sec): 3 clusters
  Score: Raw -23194031.497728 + Penalty 13939.813737 = -23180091.683991
  nChanged 112
		SP:Iteration 31Q (12809.590000 sec): 3 clusters
  Score: Raw -23194051.298416 + Penalty 13939.813737 = -23180111.484678
  nChanged 101
		SP:Iteration 32Q (12810.100000 sec): 3 clusters
  Score: Raw -23194068.020673 + Penalty 13939.813737 = -23180128.206936
  nChanged 93
		SP:Iteration 33Q (12810.600000 sec): 3 clusters
  Score: Raw -23194083.413722 + Penalty 13939.813737 = -23180143.599985
  nChanged 87
		SP:Iteration 34Q (12811.100000 sec): 3 clusters
  Score: Raw -23194096.352014 + Penalty 13939.813737 = -23180156.538276
  nChanged 74
		SP:Iteration 35Q (12811.600000 sec): 3 clusters
  Score: Raw -23194107.995470 + Penalty 13939.813737 = -23180168.181732
  nChanged 63
		SP:Iteration 36Q (12812.100000 sec): 3 clusters
  Score: Raw -23194117.465580 + Penalty 13939.813737 = -23180177.651842
  nChanged 60
		SP:Iteration 37Q (12812.610000 sec): 3 clusters
  Score: Raw -23194126.697259 + Penalty 13939.813737 = -23180186.883522
  nChanged 47
		SP:Iteration 38Q (12813.110000 sec): 3 clusters
  Score: Raw -23194133.115034 + Penalty 13939.813737 = -23180193.301297
  nChanged 43
		SP:Iteration 39Q (12813.610000 sec): 3 clusters
  Score: Raw -23194139.787720 + Penalty 13939.813737 = -23180199.973982
  nChanged 43
		SP:Iteration 40F (12814.270000 sec): 3 clusters
  Score: Raw -23194145.703213 + Penalty 13939.813737 = -23180205.889475
  nChanged 35
		SP:Iteration 41Q (12814.770000 sec): 3 clusters
  Score: Raw -23194150.402418 + Penalty 13939.813737 = -23180210.588680
  nChanged 29
		SP:Iteration 42Q (12815.270000 sec): 3 clusters
  Score: Raw -23194154.015610 + Penalty 13939.813737 = -23180214.201872
  nChanged 25
		SP:Iteration 43Q (12815.770000 sec): 3 clusters
  Score: Raw -23194157.189527 + Penalty 13939.813737 = -23180217.375790
  nChanged 31
		SP:Iteration 44Q (12816.270000 sec): 3 clusters
  Score: Raw -23194161.965865 + Penalty 13939.813737 = -23180222.152128
  nChanged 29
		SP:Iteration 45Q (12816.770000 sec): 3 clusters
  Score: Raw -23194165.715163 + Penalty 13939.813737 = -23180225.901426
  nChanged 30
		SP:Iteration 46Q (12817.270000 sec): 3 clusters
  Score: Raw -23194169.861741 + Penalty 13939.813737 = -23180230.048004
  nChanged 33
		SP:Iteration 47Q (12817.770000 sec): 3 clusters
  Score: Raw -23194174.125629 + Penalty 13939.813737 = -23180234.311891
  nChanged 27
		SP:Iteration 48Q (12818.270000 sec): 3 clusters
  Score: Raw -23194177.488992 + Penalty 13939.813737 = -23180237.675254
  nChanged 21
		SP:Iteration 49Q (12818.770000 sec): 3 clusters
  Score: Raw -23194179.824194 + Penalty 13939.813737 = -23180240.010457
  nChanged 18
		SP:Iteration 50Q (12819.260000 sec): 3 clusters
  Score: Raw -23194181.745998 + Penalty 13939.813737 = -23180241.932261
  nChanged 15
		SP:Iteration 51Q (12819.760000 sec): 3 clusters
  Score: Raw -23194183.389673 + Penalty 13939.813737 = -23180243.575936
  nChanged 18
		SP:Iteration 52Q (12820.260000 sec): 3 clusters
  Score: Raw -23194185.626816 + Penalty 13939.813737 = -23180245.813079
  nChanged 22
		SP:Iteration 53Q (12820.760000 sec): 3 clusters
  Score: Raw -23194188.612949 + Penalty 13939.813737 = -23180248.799212
  nChanged 17
		SP:Iteration 54Q (12821.260000 sec): 3 clusters
  Score: Raw -23194190.757076 + Penalty 13939.813737 = -23180250.943338
  nChanged 13
		SP:Iteration 55Q (12821.760000 sec): 3 clusters
  Score: Raw -23194192.706347 + Penalty 13939.813737 = -23180252.892609
  nChanged 15
		SP:Iteration 56Q (12822.260000 sec): 3 clusters
  Score: Raw -23194194.399687 + Penalty 13939.813737 = -23180254.585950
  nChanged 12
		SP:Iteration 57Q (12822.760000 sec): 3 clusters
  Score: Raw -23194195.674115 + Penalty 13939.813737 = -23180255.860378
  nChanged 10
		SP:Iteration 58Q (12823.250000 sec): 3 clusters
  Score: Raw -23194196.500323 + Penalty 13939.813737 = -23180256.686585
  nChanged 8
		SP:Iteration 59Q (12823.750000 sec): 3 clusters
  Score: Raw -23194197.403825 + Penalty 13939.813737 = -23180257.590088
  nChanged 9
		SP:Iteration 60F (12824.410000 sec): 3 clusters
  Score: Raw -23194198.398945 + Penalty 13939.813737 = -23180258.585208
  nChanged 13
		SP:Iteration 61Q (12824.910000 sec): 3 clusters
  Score: Raw -23194199.963850 + Penalty 13939.813737 = -23180260.150113
  nChanged 9
		SP:Iteration 62Q (12825.410000 sec): 3 clusters
  Score: Raw -23194201.105708 + Penalty 13939.813737 = -23180261.291970
  nChanged 10
		SP:Iteration 63Q (12825.900000 sec): 3 clusters
  Score: Raw -23194202.272748 + Penalty 13939.813737 = -23180262.459011
  nChanged 9
		SP:Iteration 64Q (12826.410000 sec): 3 clusters
  Score: Raw -23194203.520291 + Penalty 13939.813737 = -23180263.706554
  nChanged 8
		SP:Iteration 65Q (12826.910000 sec): 3 clusters
  Score: Raw -23194204.503914 + Penalty 13939.813737 = -23180264.690176
  nChanged 9
		SP:Iteration 66Q (12827.410000 sec): 3 clusters
  Score: Raw -23194205.167152 + Penalty 13939.813737 = -23180265.353415
  nChanged 3
		SP:Iteration 67Q (12827.900000 sec): 3 clusters
  Score: Raw -23194205.567886 + Penalty 13939.813737 = -23180265.754148
  nChanged 4
		SP:Iteration 68Q (12828.400000 sec): 3 clusters
  Score: Raw -23194205.978361 + Penalty 13939.813737 = -23180266.164623
  nChanged 2
		SP:Iteration 69Q (12828.900000 sec): 3 clusters
  Score: Raw -23194206.158860 + Penalty 13939.813737 = -23180266.345122
  nChanged 7
		SP:Iteration 70Q (12829.390000 sec): 3 clusters
  Score: Raw -23194206.890104 + Penalty 13939.813737 = -23180267.076367
  nChanged 3
		SP:Iteration 71Q (12829.900000 sec): 3 clusters
  Score: Raw -23194207.185580 + Penalty 13939.813737 = -23180267.371842
  nChanged 0
		SP:Iteration 72F (12830.560000 sec): 3 clusters
  Score: Raw -23194207.185580 + Penalty 13939.813737 = -23180267.371842
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 35 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12830.620000 sec): 2 clusters
  Score: Raw -102208.350011 + Penalty 3675.866613 = -98532.483398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12830.620000 sec): 3 clusters
  Score: Raw -102722.336069 + Penalty 7351.733226 = -95370.602844
  nChanged 18
		SP:Iteration 1Q (12830.620000 sec): 3 clusters
  Score: Raw -102815.815909 + Penalty 7351.733226 = -95464.082684
  nChanged 2
		SP:Iteration 2Q (12830.630000 sec): 3 clusters
  Score: Raw -102825.159757 + Penalty 7351.733226 = -95473.426532
  nChanged 0
		SP:Iteration 3F (12830.630000 sec): 3 clusters
  Score: Raw -102825.159757 + Penalty 7351.733226 = -95473.426532
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 36 (1621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12830.650000 sec): 2 clusters
  Score: Raw -400425.202764 + Penalty 4526.864095 = -395898.338670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12830.660000 sec): 3 clusters
  Score: Raw -400317.767872 + Penalty 9053.728189 = -391264.039682
  nChanged 345
		SP:Iteration 1F (12830.670000 sec): 3 clusters
  Score: Raw -400937.828468 + Penalty 9053.728189 = -391884.100279
  nChanged 138
		SP:Iteration 2F (12830.680000 sec): 3 clusters
  Score: Raw -401364.463705 + Penalty 9053.728189 = -392310.735516
  nChanged 121
		SP:Iteration 3F (12830.700000 sec): 3 clusters
  Score: Raw -401786.639823 + Penalty 9053.728189 = -392732.911634
  nChanged 128
		SP:Iteration 4F (12830.710000 sec): 3 clusters
  Score: Raw -402325.343919 + Penalty 9053.728189 = -393271.615730
  nChanged 99
		SP:Iteration 5F (12830.720000 sec): 3 clusters
  Score: Raw -402716.976533 + Penalty 9053.728189 = -393663.248344
  nChanged 59
		SP:Iteration 6Q (12830.730000 sec): 3 clusters
  Score: Raw -402931.381208 + Penalty 9053.728189 = -393877.653019
  nChanged 32
		SP:Iteration 7Q (12830.740000 sec): 3 clusters
  Score: Raw -403023.419466 + Penalty 9053.728189 = -393969.691277
  nChanged 10
		SP:Iteration 8Q (12830.750000 sec): 3 clusters
  Score: Raw -403062.622242 + Penalty 9053.728189 = -394008.894053
  nChanged 6
		SP:Iteration 9Q (12830.760000 sec): 3 clusters
  Score: Raw -403075.319815 + Penalty 9053.728189 = -394021.591626
  nChanged 6
		SP:Iteration 10Q (12830.770000 sec): 3 clusters
  Score: Raw -403085.982936 + Penalty 9053.728189 = -394032.254747
  nChanged 3
		SP:Iteration 11Q (12830.780000 sec): 3 clusters
  Score: Raw -403095.115735 + Penalty 9053.728189 = -394041.387546
  nChanged 3
		SP:Iteration 12Q (12830.790000 sec): 3 clusters
  Score: Raw -403099.417819 + Penalty 9053.728189 = -394045.689630
  nChanged 4
		SP:Iteration 13Q (12830.800000 sec): 3 clusters
  Score: Raw -403113.129149 + Penalty 9053.728189 = -394059.400960
  nChanged 3
		SP:Iteration 14Q (12830.810000 sec): 3 clusters
  Score: Raw -403118.440717 + Penalty 9053.728189 = -394064.712528
  nChanged 1
		SP:Iteration 15Q (12830.820000 sec): 3 clusters
  Score: Raw -403119.278323 + Penalty 9053.728189 = -394065.550134
  nChanged 0
		SP:Iteration 16F (12830.830000 sec): 3 clusters
  Score: Raw -403119.278323 + Penalty 9053.728189 = -394065.550134
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 37 (6659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12830.880000 sec): 2 clusters
  Score: Raw -1716006.072334 + Penalty 5392.281319 = -1710613.791015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12830.930000 sec): 3 clusters
  Score: Raw -1713227.286466 + Penalty 10784.562638 = -1702442.723828
  nChanged 2203
		SP:Iteration 1F (12830.980000 sec): 3 clusters
  Score: Raw -1714756.680951 + Penalty 10784.562638 = -1703972.118313
  nChanged 514
		SP:Iteration 2F (12831.030000 sec): 3 clusters
  Score: Raw -1715125.990194 + Penalty 10784.562638 = -1704341.427557
  nChanged 269
		SP:Iteration 3Q (12831.080000 sec): 3 clusters
  Score: Raw -1715313.410564 + Penalty 10784.562638 = -1704528.847927
  nChanged 207
		SP:Iteration 4Q (12831.130000 sec): 3 clusters
  Score: Raw -1715465.517503 + Penalty 10784.562638 = -1704680.954866
  nChanged 184
		SP:Iteration 5Q (12831.180000 sec): 3 clusters
  Score: Raw -1715611.204346 + Penalty 10784.562638 = -1704826.641708
  nChanged 160
		SP:Iteration 6Q (12831.230000 sec): 3 clusters
  Score: Raw -1715722.486721 + Penalty 10784.562638 = -1704937.924083
  nChanged 150
		SP:Iteration 7Q (12831.280000 sec): 3 clusters
  Score: Raw -1715834.020586 + Penalty 10784.562638 = -1705049.457949
  nChanged 138
		SP:Iteration 8Q (12831.330000 sec): 3 clusters
  Score: Raw -1715931.756990 + Penalty 10784.562638 = -1705147.194352
  nChanged 124
		SP:Iteration 9Q (12831.380000 sec): 3 clusters
  Score: Raw -1716018.217219 + Penalty 10784.562638 = -1705233.654581
  nChanged 112
		SP:Iteration 10Q (12831.430000 sec): 3 clusters
  Score: Raw -1716099.199608 + Penalty 10784.562638 = -1705314.636971
  nChanged 110
		SP:Iteration 11Q (12831.470000 sec): 3 clusters
  Score: Raw -1716182.485055 + Penalty 10784.562638 = -1705397.922417
  nChanged 111
		SP:Iteration 12Q (12831.520000 sec): 3 clusters
  Score: Raw -1716259.636914 + Penalty 10784.562638 = -1705475.074276
  nChanged 95
		SP:Iteration 13Q (12831.570000 sec): 3 clusters
  Score: Raw -1716331.005193 + Penalty 10784.562638 = -1705546.442555
  nChanged 101
		SP:Iteration 14Q (12831.620000 sec): 3 clusters
  Score: Raw -1716414.188339 + Penalty 10784.562638 = -1705629.625701
  nChanged 102
		SP:Iteration 15Q (12831.670000 sec): 3 clusters
  Score: Raw -1716500.212931 + Penalty 10784.562638 = -1705715.650293
  nChanged 110
		SP:Iteration 16Q (12831.720000 sec): 3 clusters
  Score: Raw -1716580.566418 + Penalty 10784.562638 = -1705796.003780
  nChanged 101
		SP:Iteration 17Q (12831.760000 sec): 3 clusters
  Score: Raw -1716647.067142 + Penalty 10784.562638 = -1705862.504505
  nChanged 99
		SP:Iteration 18Q (12831.810000 sec): 3 clusters
  Score: Raw -1716723.391803 + Penalty 10784.562638 = -1705938.829166
  nChanged 111
		SP:Iteration 19Q (12831.860000 sec): 3 clusters
  Score: Raw -1716806.007004 + Penalty 10784.562638 = -1706021.444366
  nChanged 108
		SP:Iteration 20F (12831.910000 sec): 3 clusters
  Score: Raw -1716885.677308 + Penalty 10784.562638 = -1706101.114671
  nChanged 113
		SP:Iteration 21Q (12831.950000 sec): 3 clusters
  Score: Raw -1716970.720364 + Penalty 10784.562638 = -1706186.157726
  nChanged 110
		SP:Iteration 22Q (12832.000000 sec): 3 clusters
  Score: Raw -1717059.879415 + Penalty 10784.562638 = -1706275.316777
  nChanged 114
		SP:Iteration 23Q (12832.050000 sec): 3 clusters
  Score: Raw -1717156.640635 + Penalty 10784.562638 = -1706372.077997
  nChanged 140
		SP:Iteration 24Q (12832.100000 sec): 3 clusters
  Score: Raw -1717274.653542 + Penalty 10784.562638 = -1706490.090905
  nChanged 143
		SP:Iteration 25Q (12832.140000 sec): 3 clusters
  Score: Raw -1717397.611941 + Penalty 10784.562638 = -1706613.049304
  nChanged 135
		SP:Iteration 26Q (12832.190000 sec): 3 clusters
  Score: Raw -1717513.382894 + Penalty 10784.562638 = -1706728.820256
  nChanged 144
		SP:Iteration 27Q (12832.240000 sec): 3 clusters
  Score: Raw -1717647.232845 + Penalty 10784.562638 = -1706862.670207
  nChanged 148
		SP:Iteration 28Q (12832.280000 sec): 3 clusters
  Score: Raw -1717802.407671 + Penalty 10784.562638 = -1707017.845033
  nChanged 145
		SP:Iteration 29Q (12832.330000 sec): 3 clusters
  Score: Raw -1717956.768888 + Penalty 10784.562638 = -1707172.206251
  nChanged 128
		SP:Iteration 30Q (12832.370000 sec): 3 clusters
  Score: Raw -1718089.482197 + Penalty 10784.562638 = -1707304.919560
  nChanged 121
		SP:Iteration 31Q (12832.420000 sec): 3 clusters
  Score: Raw -1718219.918585 + Penalty 10784.562638 = -1707435.355947
  nChanged 103
		SP:Iteration 32Q (12832.460000 sec): 3 clusters
  Score: Raw -1718332.363984 + Penalty 10784.562638 = -1707547.801347
  nChanged 102
		SP:Iteration 33Q (12832.510000 sec): 3 clusters
  Score: Raw -1718428.526893 + Penalty 10784.562638 = -1707643.964256
  nChanged 57
		SP:Iteration 34Q (12832.550000 sec): 3 clusters
  Score: Raw -1718471.159386 + Penalty 10784.562638 = -1707686.596748
  nChanged 52
		SP:Iteration 35Q (12832.590000 sec): 3 clusters
  Score: Raw -1718504.390664 + Penalty 10784.562638 = -1707719.828027
  nChanged 34
		SP:Iteration 36Q (12832.640000 sec): 3 clusters
  Score: Raw -1718528.764500 + Penalty 10784.562638 = -1707744.201863
  nChanged 22
		SP:Iteration 37Q (12832.680000 sec): 3 clusters
  Score: Raw -1718542.446592 + Penalty 10784.562638 = -1707757.883955
  nChanged 11
		SP:Iteration 38Q (12832.720000 sec): 3 clusters
  Score: Raw -1718547.239097 + Penalty 10784.562638 = -1707762.676460
  nChanged 1
		SP:Iteration 39Q (12832.770000 sec): 3 clusters
  Score: Raw -1718547.652924 + Penalty 10784.562638 = -1707763.090286
  nChanged 1
		SP:Iteration 40F (12832.810000 sec): 3 clusters
  Score: Raw -1718548.341725 + Penalty 10784.562638 = -1707763.779087
  nChanged 3
		SP:Iteration 41Q (12832.860000 sec): 3 clusters
  Score: Raw -1718550.673132 + Penalty 10784.562638 = -1707766.110494
  nChanged 3
		SP:Iteration 42Q (12832.900000 sec): 3 clusters
  Score: Raw -1718552.806663 + Penalty 10784.562638 = -1707768.244026
  nChanged 3
		SP:Iteration 43Q (12832.940000 sec): 3 clusters
  Score: Raw -1718554.072621 + Penalty 10784.562638 = -1707769.509984
  nChanged 4
		SP:Iteration 44Q (12832.990000 sec): 3 clusters
  Score: Raw -1718556.070950 + Penalty 10784.562638 = -1707771.508312
  nChanged 1
		SP:Iteration 45Q (12833.030000 sec): 3 clusters
  Score: Raw -1718556.509290 + Penalty 10784.562638 = -1707771.946652
  nChanged 1
		SP:Iteration 46Q (12833.070000 sec): 3 clusters
  Score: Raw -1718556.725726 + Penalty 10784.562638 = -1707772.163089
  nChanged 1
		SP:Iteration 47Q (12833.110000 sec): 3 clusters
  Score: Raw -1718557.446914 + Penalty 10784.562638 = -1707772.884276
  nChanged 2
		SP:Iteration 48Q (12833.160000 sec): 3 clusters
  Score: Raw -1718558.317287 + Penalty 10784.562638 = -1707773.754649
  nChanged 2
		SP:Iteration 49Q (12833.200000 sec): 3 clusters
  Score: Raw -1718558.972837 + Penalty 10784.562638 = -1707774.410199
  nChanged 4
		SP:Iteration 50Q (12833.240000 sec): 3 clusters
  Score: Raw -1718560.605224 + Penalty 10784.562638 = -1707776.042586
  nChanged 2
		SP:Iteration 51Q (12833.290000 sec): 3 clusters
  Score: Raw -1718561.139404 + Penalty 10784.562638 = -1707776.576766
  nChanged 0
		SP:Iteration 52F (12833.340000 sec): 3 clusters
  Score: Raw -1718561.139404 + Penalty 10784.562638 = -1707776.576766
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 38 (20991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12833.480000 sec): 2 clusters
  Score: Raw -5544223.054084 + Penalty 6095.507545 = -5538127.546539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12833.640000 sec): 3 clusters
  Score: Raw -5533160.047321 + Penalty 12191.015090 = -5520969.032231
  nChanged 8572
		SP:Iteration 1F (12833.800000 sec): 3 clusters
  Score: Raw -5537997.081314 + Penalty 12191.015090 = -5525806.066224
  nChanged 1462
		SP:Iteration 2F (12833.960000 sec): 3 clusters
  Score: Raw -5538784.317300 + Penalty 12191.015090 = -5526593.302209
  nChanged 1136
		SP:Iteration 3F (12834.120000 sec): 3 clusters
  Score: Raw -5539426.637529 + Penalty 12191.015090 = -5527235.622438
  nChanged 974
		SP:Iteration 4Q (12834.290000 sec): 3 clusters
  Score: Raw -5540109.797412 + Penalty 12191.015090 = -5527918.782321
  nChanged 960
		SP:Iteration 5Q (12834.450000 sec): 3 clusters
  Score: Raw -5540790.249896 + Penalty 12191.015090 = -5528599.234806
  nChanged 922
		SP:Iteration 6Q (12834.610000 sec): 3 clusters
  Score: Raw -5541373.610516 + Penalty 12191.015090 = -5529182.595425
  nChanged 825
		SP:Iteration 7Q (12834.770000 sec): 3 clusters
  Score: Raw -5541872.082453 + Penalty 12191.015090 = -5529681.067362
  nChanged 775
		SP:Iteration 8Q (12834.930000 sec): 3 clusters
  Score: Raw -5542321.975098 + Penalty 12191.015090 = -5530130.960007
  nChanged 778
		SP:Iteration 9Q (12835.080000 sec): 3 clusters
  Score: Raw -5542759.830150 + Penalty 12191.015090 = -5530568.815060
  nChanged 701
		SP:Iteration 10Q (12835.240000 sec): 3 clusters
  Score: Raw -5543121.671945 + Penalty 12191.015090 = -5530930.656855
  nChanged 611
		SP:Iteration 11Q (12835.400000 sec): 3 clusters
  Score: Raw -5543396.785396 + Penalty 12191.015090 = -5531205.770305
  nChanged 507
		SP:Iteration 12Q (12835.550000 sec): 3 clusters
  Score: Raw -5543604.662021 + Penalty 12191.015090 = -5531413.646931
  nChanged 443
		SP:Iteration 13Q (12835.710000 sec): 3 clusters
  Score: Raw -5543780.157533 + Penalty 12191.015090 = -5531589.142442
  nChanged 420
		SP:Iteration 14Q (12835.870000 sec): 3 clusters
  Score: Raw -5543939.383755 + Penalty 12191.015090 = -5531748.368664
  nChanged 368
		SP:Iteration 15Q (12836.020000 sec): 3 clusters
  Score: Raw -5544069.970890 + Penalty 12191.015090 = -5531878.955799
  nChanged 330
		SP:Iteration 16Q (12836.170000 sec): 3 clusters
  Score: Raw -5544197.842787 + Penalty 12191.015090 = -5532006.827696
  nChanged 307
		SP:Iteration 17Q (12836.330000 sec): 3 clusters
  Score: Raw -5544317.879559 + Penalty 12191.015090 = -5532126.864468
  nChanged 284
		SP:Iteration 18Q (12836.480000 sec): 3 clusters
  Score: Raw -5544423.726249 + Penalty 12191.015090 = -5532232.711159
  nChanged 299
		SP:Iteration 19Q (12836.630000 sec): 3 clusters
  Score: Raw -5544529.407064 + Penalty 12191.015090 = -5532338.391974
  nChanged 249
		SP:Iteration 20F (12836.790000 sec): 3 clusters
  Score: Raw -5544615.072962 + Penalty 12191.015090 = -5532424.057871
  nChanged 237
		SP:Iteration 21Q (12836.950000 sec): 3 clusters
  Score: Raw -5544693.784297 + Penalty 12191.015090 = -5532502.769207
  nChanged 219
		SP:Iteration 22Q (12837.100000 sec): 3 clusters
  Score: Raw -5544769.599144 + Penalty 12191.015090 = -5532578.584054
  nChanged 230
		SP:Iteration 23Q (12837.250000 sec): 3 clusters
  Score: Raw -5544846.207537 + Penalty 12191.015090 = -5532655.192446
  nChanged 210
		SP:Iteration 24Q (12837.410000 sec): 3 clusters
  Score: Raw -5544922.518130 + Penalty 12191.015090 = -5532731.503040
  nChanged 207
		SP:Iteration 25Q (12837.560000 sec): 3 clusters
  Score: Raw -5545004.193149 + Penalty 12191.015090 = -5532813.178059
  nChanged 222
		SP:Iteration 26Q (12837.710000 sec): 3 clusters
  Score: Raw -5545081.267419 + Penalty 12191.015090 = -5532890.252328
  nChanged 201
		SP:Iteration 27Q (12837.860000 sec): 3 clusters
  Score: Raw -5545158.799635 + Penalty 12191.015090 = -5532967.784545
  nChanged 215
		SP:Iteration 28Q (12838.010000 sec): 3 clusters
  Score: Raw -5545248.293244 + Penalty 12191.015090 = -5533057.278154
  nChanged 242
		SP:Iteration 29Q (12838.160000 sec): 3 clusters
  Score: Raw -5545348.386564 + Penalty 12191.015090 = -5533157.371474
  nChanged 278
		SP:Iteration 30Q (12838.310000 sec): 3 clusters
  Score: Raw -5545470.593634 + Penalty 12191.015090 = -5533279.578543
  nChanged 277
		SP:Iteration 31Q (12838.460000 sec): 3 clusters
  Score: Raw -5545600.467232 + Penalty 12191.015090 = -5533409.452142
  nChanged 302
		SP:Iteration 32Q (12838.610000 sec): 3 clusters
  Score: Raw -5545749.150722 + Penalty 12191.015090 = -5533558.135632
  nChanged 301
		SP:Iteration 33Q (12838.760000 sec): 3 clusters
  Score: Raw -5545912.888246 + Penalty 12191.015090 = -5533721.873155
  nChanged 315
		SP:Iteration 34Q (12838.910000 sec): 3 clusters
  Score: Raw -5546089.383985 + Penalty 12191.015090 = -5533898.368895
  nChanged 298
		SP:Iteration 35Q (12839.050000 sec): 3 clusters
  Score: Raw -5546262.227694 + Penalty 12191.015090 = -5534071.212603
  nChanged 313
		SP:Iteration 36Q (12839.200000 sec): 3 clusters
  Score: Raw -5546435.892302 + Penalty 12191.015090 = -5534244.877211
  nChanged 307
		SP:Iteration 37Q (12839.340000 sec): 3 clusters
  Score: Raw -5546628.031924 + Penalty 12191.015090 = -5534437.016834
  nChanged 285
		SP:Iteration 38Q (12839.480000 sec): 3 clusters
  Score: Raw -5546808.856223 + Penalty 12191.015090 = -5534617.841133
  nChanged 275
		SP:Iteration 39Q (12839.620000 sec): 3 clusters
  Score: Raw -5547004.017948 + Penalty 12191.015090 = -5534813.002857
  nChanged 263
		SP:Iteration 40F (12839.780000 sec): 3 clusters
  Score: Raw -5547179.378309 + Penalty 12191.015090 = -5534988.363219
  nChanged 234
		SP:Iteration 41Q (12839.920000 sec): 3 clusters
  Score: Raw -5547313.964068 + Penalty 12191.015090 = -5535122.948977
  nChanged 190
		SP:Iteration 42Q (12840.050000 sec): 3 clusters
  Score: Raw -5547411.933613 + Penalty 12191.015090 = -5535220.918523
  nChanged 141
		SP:Iteration 43Q (12840.190000 sec): 3 clusters
  Score: Raw -5547472.018508 + Penalty 12191.015090 = -5535281.003418
  nChanged 107
		SP:Iteration 44Q (12840.320000 sec): 3 clusters
  Score: Raw -5547514.174633 + Penalty 12191.015090 = -5535323.159542
  nChanged 74
		SP:Iteration 45Q (12840.450000 sec): 3 clusters
  Score: Raw -5547537.734176 + Penalty 12191.015090 = -5535346.719085
  nChanged 52
		SP:Iteration 46Q (12840.580000 sec): 3 clusters
  Score: Raw -5547556.094301 + Penalty 12191.015090 = -5535365.079211
  nChanged 47
		SP:Iteration 47Q (12840.710000 sec): 3 clusters
  Score: Raw -5547569.870028 + Penalty 12191.015090 = -5535378.854938
  nChanged 28
		SP:Iteration 48Q (12840.840000 sec): 3 clusters
  Score: Raw -5547577.835376 + Penalty 12191.015090 = -5535386.820286
  nChanged 26
		SP:Iteration 49Q (12840.970000 sec): 3 clusters
  Score: Raw -5547585.180252 + Penalty 12191.015090 = -5535394.165162
  nChanged 24
		SP:Iteration 50Q (12841.090000 sec): 3 clusters
  Score: Raw -5547591.294805 + Penalty 12191.015090 = -5535400.279714
  nChanged 13
		SP:Iteration 51Q (12841.220000 sec): 3 clusters
  Score: Raw -5547594.270608 + Penalty 12191.015090 = -5535403.255518
  nChanged 12
		SP:Iteration 52Q (12841.350000 sec): 3 clusters
  Score: Raw -5547597.502510 + Penalty 12191.015090 = -5535406.487420
  nChanged 8
		SP:Iteration 53Q (12841.480000 sec): 3 clusters
  Score: Raw -5547598.982604 + Penalty 12191.015090 = -5535407.967513
  nChanged 8
		SP:Iteration 54Q (12841.610000 sec): 3 clusters
  Score: Raw -5547600.826322 + Penalty 12191.015090 = -5535409.811232
  nChanged 11
		SP:Iteration 55Q (12841.730000 sec): 3 clusters
  Score: Raw -5547603.079500 + Penalty 12191.015090 = -5535412.064410
  nChanged 5
		SP:Iteration 56Q (12841.860000 sec): 3 clusters
  Score: Raw -5547603.904621 + Penalty 12191.015090 = -5535412.889531
  nChanged 5
		SP:Iteration 57Q (12841.990000 sec): 3 clusters
  Score: Raw -5547605.086070 + Penalty 12191.015090 = -5535414.070979
  nChanged 8
		SP:Iteration 58Q (12842.120000 sec): 3 clusters
  Score: Raw -5547606.858800 + Penalty 12191.015090 = -5535415.843710
  nChanged 6
		SP:Iteration 59Q (12842.250000 sec): 3 clusters
  Score: Raw -5547607.947234 + Penalty 12191.015090 = -5535416.932143
  nChanged 2
		SP:Iteration 60F (12842.410000 sec): 3 clusters
  Score: Raw -5547608.426338 + Penalty 12191.015090 = -5535417.411247
  nChanged 4
		SP:Iteration 61Q (12842.540000 sec): 3 clusters
  Score: Raw -5547609.096084 + Penalty 12191.015090 = -5535418.080994
  nChanged 3
		SP:Iteration 62Q (12842.670000 sec): 3 clusters
  Score: Raw -5547609.881198 + Penalty 12191.015090 = -5535418.866108
  nChanged 2
		SP:Iteration 63Q (12842.790000 sec): 3 clusters
  Score: Raw -5547610.426789 + Penalty 12191.015090 = -5535419.411698
  nChanged 1
		SP:Iteration 64Q (12842.920000 sec): 3 clusters
  Score: Raw -5547610.608316 + Penalty 12191.015090 = -5535419.593225
  nChanged 1
		SP:Iteration 65Q (12843.050000 sec): 3 clusters
  Score: Raw -5547610.743949 + Penalty 12191.015090 = -5535419.728859
  nChanged 1
		SP:Iteration 66Q (12843.180000 sec): 3 clusters
  Score: Raw -5547611.029325 + Penalty 12191.015090 = -5535420.014234
  nChanged 3
		SP:Iteration 67Q (12843.310000 sec): 3 clusters
  Score: Raw -5547611.825947 + Penalty 12191.015090 = -5535420.810856
  nChanged 4
		SP:Iteration 68Q (12843.440000 sec): 3 clusters
  Score: Raw -5547612.636952 + Penalty 12191.015090 = -5535421.621862
  nChanged 5
		SP:Iteration 69Q (12843.570000 sec): 3 clusters
  Score: Raw -5547613.956014 + Penalty 12191.015090 = -5535422.940924
  nChanged 5
		SP:Iteration 70Q (12843.690000 sec): 3 clusters
  Score: Raw -5547614.875000 + Penalty 12191.015090 = -5535423.859910
  nChanged 6
		SP:Iteration 71Q (12843.820000 sec): 3 clusters
  Score: Raw -5547616.110498 + Penalty 12191.015090 = -5535425.095408
  nChanged 1
		SP:Iteration 72Q (12843.950000 sec): 3 clusters
  Score: Raw -5547616.229544 + Penalty 12191.015090 = -5535425.214453
  nChanged 0
		SP:Iteration 73F (12844.110000 sec): 3 clusters
  Score: Raw -5547616.229544 + Penalty 12191.015090 = -5535425.214453
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 39 (566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12844.130000 sec): 2 clusters
  Score: Raw -118624.467631 + Penalty 3882.388873 = -114742.078758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12844.130000 sec): 3 clusters
  Score: Raw -119416.284774 + Penalty 7764.777746 = -111651.507028
  nChanged 99
		SP:Iteration 1F (12844.140000 sec): 3 clusters
  Score: Raw -119798.180331 + Penalty 7764.777746 = -112033.402585
  nChanged 30
		SP:Iteration 2F (12844.140000 sec): 3 clusters
  Score: Raw -119998.042045 + Penalty 7764.777746 = -112233.264299
  nChanged 15
		SP:Iteration 3Q (12844.150000 sec): 3 clusters
  Score: Raw -120105.338230 + Penalty 7764.777746 = -112340.560485
  nChanged 10
		SP:Iteration 4Q (12844.150000 sec): 3 clusters
  Score: Raw -120418.980222 + Penalty 7764.777746 = -112654.202476
  nChanged 25
		SP:Iteration 5Q (12844.150000 sec): 3 clusters
  Score: Raw -120539.336996 + Penalty 7764.777746 = -112774.559250
  nChanged 23
		SP:Iteration 6Q (12844.160000 sec): 3 clusters
  Score: Raw -120714.998974 + Penalty 7764.777746 = -112950.221228
  nChanged 24
		SP:Iteration 7Q (12844.160000 sec): 3 clusters
  Score: Raw -120847.276904 + Penalty 7764.777746 = -113082.499159
  nChanged 13
		SP:Iteration 8Q (12844.170000 sec): 3 clusters
  Score: Raw -121048.852653 + Penalty 7764.777746 = -113284.074908
  nChanged 14
		SP:Iteration 9Q (12844.170000 sec): 3 clusters
  Score: Raw -121154.208574 + Penalty 7764.777746 = -113389.430828
  nChanged 8
		SP:Iteration 10Q (12844.170000 sec): 3 clusters
  Score: Raw -121205.042209 + Penalty 7764.777746 = -113440.264464
  nChanged 7
		SP:Iteration 11Q (12844.180000 sec): 3 clusters
  Score: Raw -121255.472505 + Penalty 7764.777746 = -113490.694760
  nChanged 5
		SP:Iteration 12Q (12844.180000 sec): 3 clusters
  Score: Raw -121319.930712 + Penalty 7764.777746 = -113555.152966
  nChanged 5
		SP:Iteration 13Q (12844.180000 sec): 3 clusters
  Score: Raw -121387.105201 + Penalty 7764.777746 = -113622.327456
  nChanged 3
		SP:Iteration 14Q (12844.190000 sec): 3 clusters
  Score: Raw -121446.628571 + Penalty 7764.777746 = -113681.850825
  nChanged 5
		SP:Iteration 15Q (12844.190000 sec): 3 clusters
  Score: Raw -121508.982165 + Penalty 7764.777746 = -113744.204419
  nChanged 2
		SP:Iteration 16Q (12844.190000 sec): 3 clusters
  Score: Raw -121589.366714 + Penalty 7764.777746 = -113824.588968
  nChanged 1
		SP:Iteration 17Q (12844.200000 sec): 3 clusters
  Score: Raw -121596.066850 + Penalty 7764.777746 = -113831.289104
  nChanged 1
		SP:Iteration 18Q (12844.200000 sec): 3 clusters
  Score: Raw -121599.670606 + Penalty 7764.777746 = -113834.892860
  nChanged 0
		SP:Iteration 19F (12844.210000 sec): 3 clusters
  Score: Raw -121599.670606 + Penalty 7764.777746 = -113834.892860
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 40 (13145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12844.300000 sec): 2 clusters
  Score: Raw -3496929.731087 + Penalty 5808.825502 = -3491120.905585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12844.400000 sec): 3 clusters
  Score: Raw -3490482.749057 + Penalty 11617.651003 = -3478865.098054
  nChanged 5005
		SP:Iteration 1F (12844.500000 sec): 3 clusters
  Score: Raw -3493237.811907 + Penalty 11617.651003 = -3481620.160904
  nChanged 941
		SP:Iteration 2F (12844.590000 sec): 3 clusters
  Score: Raw -3493745.275425 + Penalty 11617.651003 = -3482127.624422
  nChanged 637
		SP:Iteration 3Q (12844.690000 sec): 3 clusters
  Score: Raw -3494055.350318 + Penalty 11617.651003 = -3482437.699315
  nChanged 473
		SP:Iteration 4Q (12844.790000 sec): 3 clusters
  Score: Raw -3494279.903475 + Penalty 11617.651003 = -3482662.252472
  nChanged 391
		SP:Iteration 5Q (12844.890000 sec): 3 clusters
  Score: Raw -3494439.156818 + Penalty 11617.651003 = -3482821.505815
  nChanged 312
		SP:Iteration 6Q (12844.990000 sec): 3 clusters
  Score: Raw -3494562.974960 + Penalty 11617.651003 = -3482945.323957
  nChanged 269
		SP:Iteration 7Q (12845.090000 sec): 3 clusters
  Score: Raw -3494671.299797 + Penalty 11617.651003 = -3483053.648794
  nChanged 228
		SP:Iteration 8Q (12845.190000 sec): 3 clusters
  Score: Raw -3494755.677099 + Penalty 11617.651003 = -3483138.026096
  nChanged 194
		SP:Iteration 9Q (12845.290000 sec): 3 clusters
  Score: Raw -3494829.687714 + Penalty 11617.651003 = -3483212.036711
  nChanged 163
		SP:Iteration 10Q (12845.390000 sec): 3 clusters
  Score: Raw -3494884.150454 + Penalty 11617.651003 = -3483266.499451
  nChanged 125
		SP:Iteration 11Q (12845.490000 sec): 3 clusters
  Score: Raw -3494923.651696 + Penalty 11617.651003 = -3483306.000693
  nChanged 94
		SP:Iteration 12Q (12845.590000 sec): 3 clusters
  Score: Raw -3494951.222639 + Penalty 11617.651003 = -3483333.571636
  nChanged 76
		SP:Iteration 13Q (12845.690000 sec): 3 clusters
  Score: Raw -3494976.422212 + Penalty 11617.651003 = -3483358.771209
  nChanged 80
		SP:Iteration 14Q (12845.790000 sec): 3 clusters
  Score: Raw -3495001.912723 + Penalty 11617.651003 = -3483384.261720
  nChanged 83
		SP:Iteration 15Q (12845.890000 sec): 3 clusters
  Score: Raw -3495026.699541 + Penalty 11617.651003 = -3483409.048538
  nChanged 84
		SP:Iteration 16Q (12845.990000 sec): 3 clusters
  Score: Raw -3495056.545254 + Penalty 11617.651003 = -3483438.894251
  nChanged 88
		SP:Iteration 17Q (12846.090000 sec): 3 clusters
  Score: Raw -3495087.401692 + Penalty 11617.651003 = -3483469.750689
  nChanged 100
		SP:Iteration 18Q (12846.190000 sec): 3 clusters
  Score: Raw -3495124.269117 + Penalty 11617.651003 = -3483506.618114
  nChanged 109
		SP:Iteration 19Q (12846.290000 sec): 3 clusters
  Score: Raw -3495160.420956 + Penalty 11617.651003 = -3483542.769953
  nChanged 96
		SP:Iteration 20F (12846.380000 sec): 3 clusters
  Score: Raw -3495192.988934 + Penalty 11617.651003 = -3483575.337931
  nChanged 95
		SP:Iteration 21Q (12846.480000 sec): 3 clusters
  Score: Raw -3495225.571323 + Penalty 11617.651003 = -3483607.920320
  nChanged 105
		SP:Iteration 22Q (12846.580000 sec): 3 clusters
  Score: Raw -3495256.427420 + Penalty 11617.651003 = -3483638.776417
  nChanged 85
		SP:Iteration 23Q (12846.680000 sec): 3 clusters
  Score: Raw -3495283.632675 + Penalty 11617.651003 = -3483665.981672
  nChanged 95
		SP:Iteration 24Q (12846.780000 sec): 3 clusters
  Score: Raw -3495318.675835 + Penalty 11617.651003 = -3483701.024832
  nChanged 100
		SP:Iteration 25Q (12846.880000 sec): 3 clusters
  Score: Raw -3495353.672347 + Penalty 11617.651003 = -3483736.021344
  nChanged 95
		SP:Iteration 26Q (12846.980000 sec): 3 clusters
  Score: Raw -3495385.489747 + Penalty 11617.651003 = -3483767.838744
  nChanged 100
		SP:Iteration 27Q (12847.070000 sec): 3 clusters
  Score: Raw -3495419.873197 + Penalty 11617.651003 = -3483802.222194
  nChanged 103
		SP:Iteration 28Q (12847.170000 sec): 3 clusters
  Score: Raw -3495450.541669 + Penalty 11617.651003 = -3483832.890666
  nChanged 76
		SP:Iteration 29Q (12847.270000 sec): 3 clusters
  Score: Raw -3495477.032315 + Penalty 11617.651003 = -3483859.381312
  nChanged 78
		SP:Iteration 30Q (12847.370000 sec): 3 clusters
  Score: Raw -3495500.590272 + Penalty 11617.651003 = -3483882.939269
  nChanged 80
		SP:Iteration 31Q (12847.470000 sec): 3 clusters
  Score: Raw -3495526.038941 + Penalty 11617.651003 = -3483908.387938
  nChanged 77
		SP:Iteration 32Q (12847.570000 sec): 3 clusters
  Score: Raw -3495550.143438 + Penalty 11617.651003 = -3483932.492435
  nChanged 72
		SP:Iteration 33Q (12847.670000 sec): 3 clusters
  Score: Raw -3495573.271706 + Penalty 11617.651003 = -3483955.620703
  nChanged 72
		SP:Iteration 34Q (12847.770000 sec): 3 clusters
  Score: Raw -3495595.192726 + Penalty 11617.651003 = -3483977.541723
  nChanged 74
		SP:Iteration 35Q (12847.860000 sec): 3 clusters
  Score: Raw -3495619.212491 + Penalty 11617.651003 = -3484001.561488
  nChanged 79
		SP:Iteration 36Q (12847.960000 sec): 3 clusters
  Score: Raw -3495644.496414 + Penalty 11617.651003 = -3484026.845411
  nChanged 80
		SP:Iteration 37Q (12848.060000 sec): 3 clusters
  Score: Raw -3495670.835038 + Penalty 11617.651003 = -3484053.184035
  nChanged 93
		SP:Iteration 38Q (12848.160000 sec): 3 clusters
  Score: Raw -3495700.053041 + Penalty 11617.651003 = -3484082.402038
  nChanged 80
		SP:Iteration 39Q (12848.260000 sec): 3 clusters
  Score: Raw -3495734.309323 + Penalty 11617.651003 = -3484116.658320
  nChanged 100
		SP:Iteration 40F (12848.350000 sec): 3 clusters
  Score: Raw -3495772.407104 + Penalty 11617.651003 = -3484154.756101
  nChanged 104
		SP:Iteration 41Q (12848.450000 sec): 3 clusters
  Score: Raw -3495805.025138 + Penalty 11617.651003 = -3484187.374135
  nChanged 102
		SP:Iteration 42Q (12848.550000 sec): 3 clusters
  Score: Raw -3495833.807172 + Penalty 11617.651003 = -3484216.156169
  nChanged 68
		SP:Iteration 43Q (12848.650000 sec): 3 clusters
  Score: Raw -3495855.991394 + Penalty 11617.651003 = -3484238.340391
  nChanged 69
		SP:Iteration 44Q (12848.750000 sec): 3 clusters
  Score: Raw -3495875.481700 + Penalty 11617.651003 = -3484257.830697
  nChanged 61
		SP:Iteration 45Q (12848.850000 sec): 3 clusters
  Score: Raw -3495895.862411 + Penalty 11617.651003 = -3484278.211408
  nChanged 55
		SP:Iteration 46Q (12848.940000 sec): 3 clusters
  Score: Raw -3495913.152933 + Penalty 11617.651003 = -3484295.501930
  nChanged 53
		SP:Iteration 47Q (12849.040000 sec): 3 clusters
  Score: Raw -3495928.151259 + Penalty 11617.651003 = -3484310.500256
  nChanged 50
		SP:Iteration 48Q (12849.140000 sec): 3 clusters
  Score: Raw -3495942.262615 + Penalty 11617.651003 = -3484324.611612
  nChanged 49
		SP:Iteration 49Q (12849.240000 sec): 3 clusters
  Score: Raw -3495955.572740 + Penalty 11617.651003 = -3484337.921737
  nChanged 40
		SP:Iteration 50Q (12849.330000 sec): 3 clusters
  Score: Raw -3495967.307586 + Penalty 11617.651003 = -3484349.656583
  nChanged 36
		SP:Iteration 51Q (12849.430000 sec): 3 clusters
  Score: Raw -3495975.933860 + Penalty 11617.651003 = -3484358.282857
  nChanged 35
		SP:Iteration 52Q (12849.530000 sec): 3 clusters
  Score: Raw -3495985.523441 + Penalty 11617.651003 = -3484367.872438
  nChanged 36
		SP:Iteration 53Q (12849.630000 sec): 3 clusters
  Score: Raw -3495994.573728 + Penalty 11617.651003 = -3484376.922725
  nChanged 27
		SP:Iteration 54Q (12849.730000 sec): 3 clusters
  Score: Raw -3496000.891451 + Penalty 11617.651003 = -3484383.240448
  nChanged 24
		SP:Iteration 55Q (12849.820000 sec): 3 clusters
  Score: Raw -3496008.121563 + Penalty 11617.651003 = -3484390.470560
  nChanged 26
		SP:Iteration 56Q (12849.920000 sec): 3 clusters
  Score: Raw -3496015.983748 + Penalty 11617.651003 = -3484398.332745
  nChanged 24
		SP:Iteration 57Q (12850.020000 sec): 3 clusters
  Score: Raw -3496023.133202 + Penalty 11617.651003 = -3484405.482199
  nChanged 29
		SP:Iteration 58Q (12850.110000 sec): 3 clusters
  Score: Raw -3496029.638807 + Penalty 11617.651003 = -3484411.987804
  nChanged 24
		SP:Iteration 59Q (12850.210000 sec): 3 clusters
  Score: Raw -3496035.648420 + Penalty 11617.651003 = -3484417.997416
  nChanged 17
		SP:Iteration 60F (12850.310000 sec): 3 clusters
  Score: Raw -3496039.789939 + Penalty 11617.651003 = -3484422.138936
  nChanged 18
		SP:Iteration 61Q (12850.410000 sec): 3 clusters
  Score: Raw -3496044.944073 + Penalty 11617.651003 = -3484427.293070
  nChanged 20
		SP:Iteration 62Q (12850.510000 sec): 3 clusters
  Score: Raw -3496051.718786 + Penalty 11617.651003 = -3484434.067783
  nChanged 29
		SP:Iteration 63Q (12850.610000 sec): 3 clusters
  Score: Raw -3496059.043825 + Penalty 11617.651003 = -3484441.392822
  nChanged 27
		SP:Iteration 64Q (12850.700000 sec): 3 clusters
  Score: Raw -3496064.871655 + Penalty 11617.651003 = -3484447.220652
  nChanged 18
		SP:Iteration 65Q (12850.800000 sec): 3 clusters
  Score: Raw -3496068.764773 + Penalty 11617.651003 = -3484451.113770
  nChanged 11
		SP:Iteration 66Q (12850.900000 sec): 3 clusters
  Score: Raw -3496071.099517 + Penalty 11617.651003 = -3484453.448514
  nChanged 6
		SP:Iteration 67Q (12850.990000 sec): 3 clusters
  Score: Raw -3496072.270705 + Penalty 11617.651003 = -3484454.619702
  nChanged 3
		SP:Iteration 68Q (12851.090000 sec): 3 clusters
  Score: Raw -3496072.936695 + Penalty 11617.651003 = -3484455.285692
  nChanged 3
		SP:Iteration 69Q (12851.190000 sec): 3 clusters
  Score: Raw -3496073.615040 + Penalty 11617.651003 = -3484455.964037
  nChanged 4
		SP:Iteration 70Q (12851.290000 sec): 3 clusters
  Score: Raw -3496074.351316 + Penalty 11617.651003 = -3484456.700313
  nChanged 4
		SP:Iteration 71Q (12851.390000 sec): 3 clusters
  Score: Raw -3496075.630864 + Penalty 11617.651003 = -3484457.979861
  nChanged 9
		SP:Iteration 72Q (12851.480000 sec): 3 clusters
  Score: Raw -3496077.691749 + Penalty 11617.651003 = -3484460.040746
  nChanged 5
		SP:Iteration 73Q (12851.580000 sec): 3 clusters
  Score: Raw -3496078.696908 + Penalty 11617.651003 = -3484461.045905
  nChanged 3
		SP:Iteration 74Q (12851.680000 sec): 3 clusters
  Score: Raw -3496079.183152 + Penalty 11617.651003 = -3484461.532149
  nChanged 1
		SP:Iteration 75Q (12851.770000 sec): 3 clusters
  Score: Raw -3496079.413454 + Penalty 11617.651003 = -3484461.762451
  nChanged 1
		SP:Iteration 76Q (12851.870000 sec): 3 clusters
  Score: Raw -3496079.611430 + Penalty 11617.651003 = -3484461.960427
  nChanged 0
		SP:Iteration 77F (12851.970000 sec): 3 clusters
  Score: Raw -3496079.611430 + Penalty 11617.651003 = -3484461.960427
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 41 (1363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12851.990000 sec): 2 clusters
  Score: Raw -350005.926571 + Penalty 4420.684102 = -345585.242469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12852.000000 sec): 3 clusters
  Score: Raw -349978.869926 + Penalty 8841.368204 = -341137.501722
  nChanged 261
		SP:Iteration 1F (12852.010000 sec): 3 clusters
  Score: Raw -350464.224905 + Penalty 8841.368204 = -341622.856701
  nChanged 71
		SP:Iteration 2F (12852.020000 sec): 3 clusters
  Score: Raw -350630.841399 + Penalty 8841.368204 = -341789.473195
  nChanged 32
		SP:Iteration 3Q (12852.030000 sec): 3 clusters
  Score: Raw -350761.567064 + Penalty 8841.368204 = -341920.198860
  nChanged 27
		SP:Iteration 4Q (12852.040000 sec): 3 clusters
  Score: Raw -350835.857127 + Penalty 8841.368204 = -341994.488923
  nChanged 22
		SP:Iteration 5Q (12852.050000 sec): 3 clusters
  Score: Raw -350880.265793 + Penalty 8841.368204 = -342038.897589
  nChanged 17
		SP:Iteration 6Q (12852.060000 sec): 3 clusters
  Score: Raw -350915.797280 + Penalty 8841.368204 = -342074.429076
  nChanged 15
		SP:Iteration 7Q (12852.070000 sec): 3 clusters
  Score: Raw -350942.712819 + Penalty 8841.368204 = -342101.344615
  nChanged 13
		SP:Iteration 8Q (12852.080000 sec): 3 clusters
  Score: Raw -350969.004841 + Penalty 8841.368204 = -342127.636637
  nChanged 6
		SP:Iteration 9Q (12852.090000 sec): 3 clusters
  Score: Raw -350983.751702 + Penalty 8841.368204 = -342142.383498
  nChanged 5
		SP:Iteration 10Q (12852.100000 sec): 3 clusters
  Score: Raw -350998.437576 + Penalty 8841.368204 = -342157.069372
  nChanged 7
		SP:Iteration 11Q (12852.110000 sec): 3 clusters
  Score: Raw -351010.554117 + Penalty 8841.368204 = -342169.185913
  nChanged 4
		SP:Iteration 12Q (12852.120000 sec): 3 clusters
  Score: Raw -351018.506563 + Penalty 8841.368204 = -342177.138360
  nChanged 6
		SP:Iteration 13Q (12852.130000 sec): 3 clusters
  Score: Raw -351033.989011 + Penalty 8841.368204 = -342192.620807
  nChanged 5
		SP:Iteration 14Q (12852.140000 sec): 3 clusters
  Score: Raw -351042.211612 + Penalty 8841.368204 = -342200.843409
  nChanged 1
		SP:Iteration 15Q (12852.150000 sec): 3 clusters
  Score: Raw -351044.031860 + Penalty 8841.368204 = -342202.663656
  nChanged 0
		SP:Iteration 16F (12852.160000 sec): 3 clusters
  Score: Raw -351044.031860 + Penalty 8841.368204 = -342202.663656
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 42 (9893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12852.230000 sec): 2 clusters
  Score: Raw -2546670.668664 + Penalty 5634.744413 = -2541035.924251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12852.300000 sec): 3 clusters
  Score: Raw -2542155.000236 + Penalty 11269.488826 = -2530885.511410
  nChanged 3621
		SP:Iteration 1F (12852.380000 sec): 3 clusters
  Score: Raw -2544418.103976 + Penalty 11269.488826 = -2533148.615149
  nChanged 784
		SP:Iteration 2F (12852.450000 sec): 3 clusters
  Score: Raw -2544986.064556 + Penalty 11269.488826 = -2533716.575729
  nChanged 550
		SP:Iteration 3F (12852.520000 sec): 3 clusters
  Score: Raw -2545421.922382 + Penalty 11269.488826 = -2534152.433556
  nChanged 471
		SP:Iteration 4Q (12852.600000 sec): 3 clusters
  Score: Raw -2545800.867948 + Penalty 11269.488826 = -2534531.379122
  nChanged 426
		SP:Iteration 5Q (12852.670000 sec): 3 clusters
  Score: Raw -2546190.968585 + Penalty 11269.488826 = -2534921.479759
  nChanged 368
		SP:Iteration 6Q (12852.750000 sec): 3 clusters
  Score: Raw -2546509.387264 + Penalty 11269.488826 = -2535239.898438
  nChanged 362
		SP:Iteration 7Q (12852.820000 sec): 3 clusters
  Score: Raw -2546805.527335 + Penalty 11269.488826 = -2535536.038509
  nChanged 331
		SP:Iteration 8Q (12852.890000 sec): 3 clusters
  Score: Raw -2547057.968509 + Penalty 11269.488826 = -2535788.479683
  nChanged 299
		SP:Iteration 9Q (12852.960000 sec): 3 clusters
  Score: Raw -2547274.558225 + Penalty 11269.488826 = -2536005.069399
  nChanged 273
		SP:Iteration 10Q (12853.030000 sec): 3 clusters
  Score: Raw -2547494.821633 + Penalty 11269.488826 = -2536225.332806
  nChanged 270
		SP:Iteration 11Q (12853.100000 sec): 3 clusters
  Score: Raw -2547707.585598 + Penalty 11269.488826 = -2536438.096772
  nChanged 268
		SP:Iteration 12Q (12853.170000 sec): 3 clusters
  Score: Raw -2547894.123381 + Penalty 11269.488826 = -2536624.634555
  nChanged 211
		SP:Iteration 13Q (12853.240000 sec): 3 clusters
  Score: Raw -2548031.980397 + Penalty 11269.488826 = -2536762.491571
  nChanged 165
		SP:Iteration 14Q (12853.310000 sec): 3 clusters
  Score: Raw -2548124.797292 + Penalty 11269.488826 = -2536855.308466
  nChanged 136
		SP:Iteration 15Q (12853.380000 sec): 3 clusters
  Score: Raw -2548199.095673 + Penalty 11269.488826 = -2536929.606847
  nChanged 118
		SP:Iteration 16Q (12853.450000 sec): 3 clusters
  Score: Raw -2548261.099872 + Penalty 11269.488826 = -2536991.611046
  nChanged 96
		SP:Iteration 17Q (12853.530000 sec): 3 clusters
  Score: Raw -2548314.377592 + Penalty 11269.488826 = -2537044.888766
  nChanged 81
		SP:Iteration 18Q (12853.590000 sec): 3 clusters
  Score: Raw -2548356.227963 + Penalty 11269.488826 = -2537086.739136
  nChanged 71
		SP:Iteration 19Q (12853.670000 sec): 3 clusters
  Score: Raw -2548393.321850 + Penalty 11269.488826 = -2537123.833024
  nChanged 74
		SP:Iteration 20F (12853.740000 sec): 3 clusters
  Score: Raw -2548428.392847 + Penalty 11269.488826 = -2537158.904021
  nChanged 70
		SP:Iteration 21Q (12853.810000 sec): 3 clusters
  Score: Raw -2548456.425592 + Penalty 11269.488826 = -2537186.936766
  nChanged 53
		SP:Iteration 22Q (12853.880000 sec): 3 clusters
  Score: Raw -2548479.120043 + Penalty 11269.488826 = -2537209.631216
  nChanged 58
		SP:Iteration 23Q (12853.950000 sec): 3 clusters
  Score: Raw -2548506.453383 + Penalty 11269.488826 = -2537236.964557
  nChanged 49
		SP:Iteration 24Q (12854.020000 sec): 3 clusters
  Score: Raw -2548529.130378 + Penalty 11269.488826 = -2537259.641551
  nChanged 45
		SP:Iteration 25Q (12854.090000 sec): 3 clusters
  Score: Raw -2548549.007015 + Penalty 11269.488826 = -2537279.518189
  nChanged 49
		SP:Iteration 26Q (12854.160000 sec): 3 clusters
  Score: Raw -2548574.332275 + Penalty 11269.488826 = -2537304.843449
  nChanged 48
		SP:Iteration 27Q (12854.230000 sec): 3 clusters
  Score: Raw -2548599.220025 + Penalty 11269.488826 = -2537329.731199
  nChanged 47
		SP:Iteration 28Q (12854.300000 sec): 3 clusters
  Score: Raw -2548620.325969 + Penalty 11269.488826 = -2537350.837142
  nChanged 44
		SP:Iteration 29Q (12854.370000 sec): 3 clusters
  Score: Raw -2548640.826329 + Penalty 11269.488826 = -2537371.337503
  nChanged 46
		SP:Iteration 30Q (12854.440000 sec): 3 clusters
  Score: Raw -2548660.599568 + Penalty 11269.488826 = -2537391.110742
  nChanged 37
		SP:Iteration 31Q (12854.510000 sec): 3 clusters
  Score: Raw -2548677.180967 + Penalty 11269.488826 = -2537407.692141
  nChanged 40
		SP:Iteration 32Q (12854.570000 sec): 3 clusters
  Score: Raw -2548695.470760 + Penalty 11269.488826 = -2537425.981934
  nChanged 49
		SP:Iteration 33Q (12854.640000 sec): 3 clusters
  Score: Raw -2548728.197077 + Penalty 11269.488826 = -2537458.708251
  nChanged 71
		SP:Iteration 34Q (12854.710000 sec): 3 clusters
  Score: Raw -2548777.700099 + Penalty 11269.488826 = -2537508.211272
  nChanged 75
		SP:Iteration 35Q (12854.780000 sec): 3 clusters
  Score: Raw -2548832.686122 + Penalty 11269.488826 = -2537563.197296
  nChanged 75
		SP:Iteration 36Q (12854.850000 sec): 3 clusters
  Score: Raw -2548894.389212 + Penalty 11269.488826 = -2537624.900386
  nChanged 87
		SP:Iteration 37Q (12854.920000 sec): 3 clusters
  Score: Raw -2548977.979073 + Penalty 11269.488826 = -2537708.490247
  nChanged 97
		SP:Iteration 38Q (12854.990000 sec): 3 clusters
  Score: Raw -2549068.059177 + Penalty 11269.488826 = -2537798.570351
  nChanged 104
		SP:Iteration 39Q (12855.050000 sec): 3 clusters
  Score: Raw -2549186.585463 + Penalty 11269.488826 = -2537917.096636
  nChanged 94
		SP:Iteration 40F (12855.130000 sec): 3 clusters
  Score: Raw -2549276.742419 + Penalty 11269.488826 = -2538007.253592
  nChanged 80
		SP:Iteration 41Q (12855.190000 sec): 3 clusters
  Score: Raw -2549331.894253 + Penalty 11269.488826 = -2538062.405427
  nChanged 52
		SP:Iteration 42Q (12855.260000 sec): 3 clusters
  Score: Raw -2549360.131071 + Penalty 11269.488826 = -2538090.642245
  nChanged 38
		SP:Iteration 43Q (12855.330000 sec): 3 clusters
  Score: Raw -2549376.798090 + Penalty 11269.488826 = -2538107.309264
  nChanged 27
		SP:Iteration 44Q (12855.390000 sec): 3 clusters
  Score: Raw -2549387.063291 + Penalty 11269.488826 = -2538117.574465
  nChanged 19
		SP:Iteration 45Q (12855.460000 sec): 3 clusters
  Score: Raw -2549393.533790 + Penalty 11269.488826 = -2538124.044964
  nChanged 9
		SP:Iteration 46Q (12855.520000 sec): 3 clusters
  Score: Raw -2549396.915820 + Penalty 11269.488826 = -2538127.426994
  nChanged 6
		SP:Iteration 47Q (12855.590000 sec): 3 clusters
  Score: Raw -2549399.208042 + Penalty 11269.488826 = -2538129.719216
  nChanged 6
		SP:Iteration 48Q (12855.650000 sec): 3 clusters
  Score: Raw -2549402.172225 + Penalty 11269.488826 = -2538132.683399
  nChanged 8
		SP:Iteration 49Q (12855.720000 sec): 3 clusters
  Score: Raw -2549405.238282 + Penalty 11269.488826 = -2538135.749456
  nChanged 7
		SP:Iteration 50Q (12855.780000 sec): 3 clusters
  Score: Raw -2549407.386546 + Penalty 11269.488826 = -2538137.897720
  nChanged 4
		SP:Iteration 51Q (12855.850000 sec): 3 clusters
  Score: Raw -2549409.261431 + Penalty 11269.488826 = -2538139.772605
  nChanged 9
		SP:Iteration 52Q (12855.910000 sec): 3 clusters
  Score: Raw -2549412.304277 + Penalty 11269.488826 = -2538142.815451
  nChanged 3
		SP:Iteration 53Q (12855.980000 sec): 3 clusters
  Score: Raw -2549413.312346 + Penalty 11269.488826 = -2538143.823519
  nChanged 0
		SP:Iteration 54F (12856.050000 sec): 3 clusters
  Score: Raw -2549413.312346 + Penalty 11269.488826 = -2538143.823519
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 43 (20293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12856.190000 sec): 2 clusters
  Score: Raw -5273364.319391 + Penalty 6074.794158 = -5267289.525233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12856.350000 sec): 3 clusters
  Score: Raw -5262814.746898 + Penalty 12149.588316 = -5250665.158582
  nChanged 8221
		SP:Iteration 1F (12856.500000 sec): 3 clusters
  Score: Raw -5267128.410946 + Penalty 12149.588316 = -5254978.822630
  nChanged 1316
		SP:Iteration 2F (12856.650000 sec): 3 clusters
  Score: Raw -5267749.836352 + Penalty 12149.588316 = -5255600.248037
  nChanged 982
		SP:Iteration 3Q (12856.810000 sec): 3 clusters
  Score: Raw -5268174.703908 + Penalty 12149.588316 = -5256025.115593
  nChanged 746
		SP:Iteration 4Q (12856.970000 sec): 3 clusters
  Score: Raw -5268475.754217 + Penalty 12149.588316 = -5256326.165901
  nChanged 626
		SP:Iteration 5Q (12857.120000 sec): 3 clusters
  Score: Raw -5268703.962894 + Penalty 12149.588316 = -5256554.374579
  nChanged 536
		SP:Iteration 6Q (12857.280000 sec): 3 clusters
  Score: Raw -5268882.865968 + Penalty 12149.588316 = -5256733.277653
  nChanged 429
		SP:Iteration 7Q (12857.430000 sec): 3 clusters
  Score: Raw -5269017.086417 + Penalty 12149.588316 = -5256867.498102
  nChanged 360
		SP:Iteration 8Q (12857.590000 sec): 3 clusters
  Score: Raw -5269121.618695 + Penalty 12149.588316 = -5256972.030380
  nChanged 318
		SP:Iteration 9Q (12857.750000 sec): 3 clusters
  Score: Raw -5269215.073501 + Penalty 12149.588316 = -5257065.485186
  nChanged 313
		SP:Iteration 10Q (12857.900000 sec): 3 clusters
  Score: Raw -5269309.895176 + Penalty 12149.588316 = -5257160.306861
  nChanged 286
		SP:Iteration 11Q (12858.050000 sec): 3 clusters
  Score: Raw -5269392.741096 + Penalty 12149.588316 = -5257243.152781
  nChanged 260
		SP:Iteration 12Q (12858.210000 sec): 3 clusters
  Score: Raw -5269468.407041 + Penalty 12149.588316 = -5257318.818726
  nChanged 259
		SP:Iteration 13Q (12858.360000 sec): 3 clusters
  Score: Raw -5269538.159570 + Penalty 12149.588316 = -5257388.571255
  nChanged 238
		SP:Iteration 14Q (12858.520000 sec): 3 clusters
  Score: Raw -5269605.518511 + Penalty 12149.588316 = -5257455.930195
  nChanged 234
		SP:Iteration 15Q (12858.670000 sec): 3 clusters
  Score: Raw -5269677.916340 + Penalty 12149.588316 = -5257528.328025
  nChanged 263
		SP:Iteration 16Q (12858.830000 sec): 3 clusters
  Score: Raw -5269758.812776 + Penalty 12149.588316 = -5257609.224461
  nChanged 282
		SP:Iteration 17Q (12858.980000 sec): 3 clusters
  Score: Raw -5269858.338864 + Penalty 12149.588316 = -5257708.750549
  nChanged 328
		SP:Iteration 18Q (12859.140000 sec): 3 clusters
  Score: Raw -5269977.547590 + Penalty 12149.588316 = -5257827.959274
  nChanged 350
		SP:Iteration 19Q (12859.290000 sec): 3 clusters
  Score: Raw -5270102.318656 + Penalty 12149.588316 = -5257952.730341
  nChanged 356
		SP:Iteration 20F (12859.450000 sec): 3 clusters
  Score: Raw -5270234.230041 + Penalty 12149.588316 = -5258084.641726
  nChanged 377
		SP:Iteration 21Q (12859.600000 sec): 3 clusters
  Score: Raw -5270388.585445 + Penalty 12149.588316 = -5258238.997130
  nChanged 397
		SP:Iteration 22Q (12859.750000 sec): 3 clusters
  Score: Raw -5270559.869410 + Penalty 12149.588316 = -5258410.281095
  nChanged 449
		SP:Iteration 23Q (12859.910000 sec): 3 clusters
  Score: Raw -5270772.413519 + Penalty 12149.588316 = -5258622.825203
  nChanged 514
		SP:Iteration 24Q (12860.060000 sec): 3 clusters
  Score: Raw -5271034.134823 + Penalty 12149.588316 = -5258884.546507
  nChanged 558
		SP:Iteration 25Q (12860.210000 sec): 3 clusters
  Score: Raw -5271351.750890 + Penalty 12149.588316 = -5259202.162574
  nChanged 595
		SP:Iteration 26Q (12860.370000 sec): 3 clusters
  Score: Raw -5271713.628453 + Penalty 12149.588316 = -5259564.040138
  nChanged 603
		SP:Iteration 27Q (12860.520000 sec): 3 clusters
  Score: Raw -5272112.325454 + Penalty 12149.588316 = -5259962.737139
  nChanged 616
		SP:Iteration 28Q (12860.670000 sec): 3 clusters
  Score: Raw -5272554.817765 + Penalty 12149.588316 = -5260405.229450
  nChanged 604
		SP:Iteration 29Q (12860.820000 sec): 3 clusters
  Score: Raw -5273062.203744 + Penalty 12149.588316 = -5260912.615428
  nChanged 583
		SP:Iteration 30Q (12860.970000 sec): 3 clusters
  Score: Raw -5273586.725120 + Penalty 12149.588316 = -5261437.136804
  nChanged 473
		SP:Iteration 31Q (12861.110000 sec): 3 clusters
  Score: Raw -5274039.453778 + Penalty 12149.588316 = -5261889.865463
  nChanged 373
		SP:Iteration 32Q (12861.250000 sec): 3 clusters
  Score: Raw -5274393.730348 + Penalty 12149.588316 = -5262244.142033
  nChanged 242
		SP:Iteration 33Q (12861.390000 sec): 3 clusters
  Score: Raw -5274618.180424 + Penalty 12149.588316 = -5262468.592108
  nChanged 174
		SP:Iteration 34Q (12861.530000 sec): 3 clusters
  Score: Raw -5274783.917766 + Penalty 12149.588316 = -5262634.329450
  nChanged 130
		SP:Iteration 35Q (12861.660000 sec): 3 clusters
  Score: Raw -5274906.204643 + Penalty 12149.588316 = -5262756.616328
  nChanged 89
		SP:Iteration 36Q (12861.790000 sec): 3 clusters
  Score: Raw -5274987.547740 + Penalty 12149.588316 = -5262837.959425
  nChanged 49
		SP:Iteration 37Q (12861.920000 sec): 3 clusters
  Score: Raw -5275029.031566 + Penalty 12149.588316 = -5262879.443251
  nChanged 36
		SP:Iteration 38Q (12862.040000 sec): 3 clusters
  Score: Raw -5275065.232115 + Penalty 12149.588316 = -5262915.643799
  nChanged 31
		SP:Iteration 39Q (12862.170000 sec): 3 clusters
  Score: Raw -5275102.954518 + Penalty 12149.588316 = -5262953.366203
  nChanged 34
		SP:Iteration 40F (12862.320000 sec): 3 clusters
  Score: Raw -5275140.654114 + Penalty 12149.588316 = -5262991.065799
  nChanged 24
		SP:Iteration 41Q (12862.440000 sec): 3 clusters
  Score: Raw -5275165.593211 + Penalty 12149.588316 = -5263016.004895
  nChanged 14
		SP:Iteration 42Q (12862.570000 sec): 3 clusters
  Score: Raw -5275178.541546 + Penalty 12149.588316 = -5263028.953231
  nChanged 13
		SP:Iteration 43Q (12862.690000 sec): 3 clusters
  Score: Raw -5275192.585533 + Penalty 12149.588316 = -5263042.997217
  nChanged 14
		SP:Iteration 44Q (12862.810000 sec): 3 clusters
  Score: Raw -5275205.525756 + Penalty 12149.588316 = -5263055.937440
  nChanged 14
		SP:Iteration 45Q (12862.940000 sec): 3 clusters
  Score: Raw -5275217.020342 + Penalty 12149.588316 = -5263067.432027
  nChanged 7
		SP:Iteration 46Q (12863.060000 sec): 3 clusters
  Score: Raw -5275223.212210 + Penalty 12149.588316 = -5263073.623894
  nChanged 6
		SP:Iteration 47Q (12863.180000 sec): 3 clusters
  Score: Raw -5275227.283754 + Penalty 12149.588316 = -5263077.695439
  nChanged 3
		SP:Iteration 48Q (12863.310000 sec): 3 clusters
  Score: Raw -5275229.494125 + Penalty 12149.588316 = -5263079.905809
  nChanged 3
		SP:Iteration 49Q (12863.430000 sec): 3 clusters
  Score: Raw -5275231.363154 + Penalty 12149.588316 = -5263081.774839
  nChanged 1
		SP:Iteration 50Q (12863.550000 sec): 3 clusters
  Score: Raw -5275232.023812 + Penalty 12149.588316 = -5263082.435496
  nChanged 2
		SP:Iteration 51Q (12863.670000 sec): 3 clusters
  Score: Raw -5275235.227120 + Penalty 12149.588316 = -5263085.638805
  nChanged 2
		SP:Iteration 52Q (12863.790000 sec): 3 clusters
  Score: Raw -5275236.964239 + Penalty 12149.588316 = -5263087.375924
  nChanged 1
		SP:Iteration 53Q (12863.910000 sec): 3 clusters
  Score: Raw -5275237.632399 + Penalty 12149.588316 = -5263088.044083
  nChanged 1
		SP:Iteration 54Q (12864.040000 sec): 3 clusters
  Score: Raw -5275238.208772 + Penalty 12149.588316 = -5263088.620457
  nChanged 2
		SP:Iteration 55Q (12864.160000 sec): 3 clusters
  Score: Raw -5275239.278906 + Penalty 12149.588316 = -5263089.690591
  nChanged 1
		SP:Iteration 56Q (12864.280000 sec): 3 clusters
  Score: Raw -5275240.076010 + Penalty 12149.588316 = -5263090.487695
  nChanged 0
		SP:Iteration 57F (12864.430000 sec): 3 clusters
  Score: Raw -5275240.076010 + Penalty 12149.588316 = -5263090.487695
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 44 (53260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12864.790000 sec): 2 clusters
  Score: Raw -14420982.720373 + Penalty 6665.801276 = -14414316.919097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12865.190000 sec): 3 clusters
  Score: Raw -14389815.444233 + Penalty 13331.602553 = -14376483.841680
  nChanged 23533
		SP:Iteration 1F (12865.600000 sec): 3 clusters
  Score: Raw -14402355.108509 + Penalty 13331.602553 = -14389023.505956
  nChanged 2773
		SP:Iteration 2F (12866.010000 sec): 3 clusters
  Score: Raw -14403304.423843 + Penalty 13331.602553 = -14389972.821290
  nChanged 2387
		SP:Iteration 3Q (12866.420000 sec): 3 clusters
  Score: Raw -14404140.298699 + Penalty 13331.602553 = -14390808.696146
  nChanged 2226
		SP:Iteration 4Q (12866.830000 sec): 3 clusters
  Score: Raw -14404968.382878 + Penalty 13331.602553 = -14391636.780326
  nChanged 2266
		SP:Iteration 5Q (12867.240000 sec): 3 clusters
  Score: Raw -14405886.657582 + Penalty 13331.602553 = -14392555.055029
  nChanged 2460
		SP:Iteration 6Q (12867.650000 sec): 3 clusters
  Score: Raw -14407072.739036 + Penalty 13331.602553 = -14393741.136483
  nChanged 2739
		SP:Iteration 7F (12868.050000 sec): 3 clusters
  Score: Raw -14408617.435967 + Penalty 13331.602553 = -14395285.833415
  nChanged 2985
		SP:Iteration 8F (12868.460000 sec): 3 clusters
  Score: Raw -14410500.894443 + Penalty 13331.602553 = -14397169.291891
  nChanged 3087
		SP:Iteration 9F (12868.870000 sec): 3 clusters
  Score: Raw -14412701.863317 + Penalty 13331.602553 = -14399370.260764
  nChanged 2978
		SP:Iteration 10F (12869.270000 sec): 3 clusters
  Score: Raw -14414908.629981 + Penalty 13331.602553 = -14401577.027428
  nChanged 2564
		SP:Iteration 11Q (12869.680000 sec): 3 clusters
  Score: Raw -14416894.489703 + Penalty 13331.602553 = -14403562.887150
  nChanged 2027
		SP:Iteration 12Q (12870.080000 sec): 3 clusters
  Score: Raw -14418448.096811 + Penalty 13331.602553 = -14405116.494258
  nChanged 1451
		SP:Iteration 13Q (12870.480000 sec): 3 clusters
  Score: Raw -14419576.511636 + Penalty 13331.602553 = -14406244.909083
  nChanged 990
		SP:Iteration 14Q (12870.860000 sec): 3 clusters
  Score: Raw -14420361.001163 + Penalty 13331.602553 = -14407029.398610
  nChanged 618
		SP:Iteration 15Q (12871.230000 sec): 3 clusters
  Score: Raw -14420843.081418 + Penalty 13331.602553 = -14407511.478865
  nChanged 356
		SP:Iteration 16Q (12871.580000 sec): 3 clusters
  Score: Raw -14421136.775253 + Penalty 13331.602553 = -14407805.172701
  nChanged 247
		SP:Iteration 17Q (12871.920000 sec): 3 clusters
  Score: Raw -14421344.408739 + Penalty 13331.602553 = -14408012.806186
  nChanged 137
		SP:Iteration 18Q (12872.250000 sec): 3 clusters
  Score: Raw -14421466.103085 + Penalty 13331.602553 = -14408134.500532
  nChanged 122
		SP:Iteration 19Q (12872.570000 sec): 3 clusters
  Score: Raw -14421583.394802 + Penalty 13331.602553 = -14408251.792249
  nChanged 79
		SP:Iteration 20F (12872.970000 sec): 3 clusters
  Score: Raw -14421655.913483 + Penalty 13331.602553 = -14408324.310930
  nChanged 57
		SP:Iteration 21Q (12873.280000 sec): 3 clusters
  Score: Raw -14421710.630782 + Penalty 13331.602553 = -14408379.028230
  nChanged 38
		SP:Iteration 22Q (12873.590000 sec): 3 clusters
  Score: Raw -14421745.487927 + Penalty 13331.602553 = -14408413.885374
  nChanged 25
		SP:Iteration 23Q (12873.890000 sec): 3 clusters
  Score: Raw -14421769.228569 + Penalty 13331.602553 = -14408437.626016
  nChanged 16
		SP:Iteration 24Q (12874.200000 sec): 3 clusters
  Score: Raw -14421786.845240 + Penalty 13331.602553 = -14408455.242688
  nChanged 16
		SP:Iteration 25Q (12874.500000 sec): 3 clusters
  Score: Raw -14421803.910664 + Penalty 13331.602553 = -14408472.308111
  nChanged 15
		SP:Iteration 26Q (12874.800000 sec): 3 clusters
  Score: Raw -14421818.286977 + Penalty 13331.602553 = -14408486.684424
  nChanged 17
		SP:Iteration 27Q (12875.100000 sec): 3 clusters
  Score: Raw -14421832.870470 + Penalty 13331.602553 = -14408501.267918
  nChanged 11
		SP:Iteration 28Q (12875.400000 sec): 3 clusters
  Score: Raw -14421843.705687 + Penalty 13331.602553 = -14408512.103134
  nChanged 3
		SP:Iteration 29Q (12875.700000 sec): 3 clusters
  Score: Raw -14421847.320500 + Penalty 13331.602553 = -14408515.717948
  nChanged 4
		SP:Iteration 30Q (12876.000000 sec): 3 clusters
  Score: Raw -14421851.763126 + Penalty 13331.602553 = -14408520.160573
  nChanged 3
		SP:Iteration 31Q (12876.300000 sec): 3 clusters
  Score: Raw -14421855.391839 + Penalty 13331.602553 = -14408523.789286
  nChanged 2
		SP:Iteration 32Q (12876.600000 sec): 3 clusters
  Score: Raw -14421856.495540 + Penalty 13331.602553 = -14408524.892987
  nChanged 1
		SP:Iteration 33Q (12876.890000 sec): 3 clusters
  Score: Raw -14421857.544122 + Penalty 13331.602553 = -14408525.941569
  nChanged 2
		SP:Iteration 34Q (12877.190000 sec): 3 clusters
  Score: Raw -14421859.256373 + Penalty 13331.602553 = -14408527.653820
  nChanged 0
		SP:Iteration 35F (12877.590000 sec): 3 clusters
  Score: Raw -14421859.256373 + Penalty 13331.602553 = -14408527.653820
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 45 (1708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12877.640000 sec): 2 clusters
  Score: Raw -444678.711804 + Penalty 4558.885504 = -440119.826300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12877.650000 sec): 3 clusters
  Score: Raw -444654.198835 + Penalty 9117.771009 = -435536.427826
  nChanged 390
		SP:Iteration 1F (12877.670000 sec): 3 clusters
  Score: Raw -445425.820890 + Penalty 9117.771009 = -436308.049881
  nChanged 128
		SP:Iteration 2F (12877.680000 sec): 3 clusters
  Score: Raw -445853.798277 + Penalty 9117.771009 = -436736.027268
  nChanged 99
		SP:Iteration 3F (12877.690000 sec): 3 clusters
  Score: Raw -446159.263689 + Penalty 9117.771009 = -437041.492680
  nChanged 74
		SP:Iteration 4Q (12877.700000 sec): 3 clusters
  Score: Raw -446397.524131 + Penalty 9117.771009 = -437279.753122
  nChanged 71
		SP:Iteration 5Q (12877.720000 sec): 3 clusters
  Score: Raw -446600.969243 + Penalty 9117.771009 = -437483.198234
  nChanged 52
		SP:Iteration 6Q (12877.730000 sec): 3 clusters
  Score: Raw -446758.904166 + Penalty 9117.771009 = -437641.133158
  nChanged 43
		SP:Iteration 7Q (12877.740000 sec): 3 clusters
  Score: Raw -446877.898632 + Penalty 9117.771009 = -437760.127623
  nChanged 28
		SP:Iteration 8Q (12877.750000 sec): 3 clusters
  Score: Raw -446940.599288 + Penalty 9117.771009 = -437822.828279
  nChanged 27
		SP:Iteration 9Q (12877.760000 sec): 3 clusters
  Score: Raw -447004.758441 + Penalty 9117.771009 = -437886.987432
  nChanged 18
		SP:Iteration 10Q (12877.770000 sec): 3 clusters
  Score: Raw -447038.066946 + Penalty 9117.771009 = -437920.295938
  nChanged 13
		SP:Iteration 11Q (12877.780000 sec): 3 clusters
  Score: Raw -447061.780806 + Penalty 9117.771009 = -437944.009797
  nChanged 12
		SP:Iteration 12Q (12877.790000 sec): 3 clusters
  Score: Raw -447082.874645 + Penalty 9117.771009 = -437965.103636
  nChanged 4
		SP:Iteration 13Q (12877.800000 sec): 3 clusters
  Score: Raw -447091.030983 + Penalty 9117.771009 = -437973.259975
  nChanged 8
		SP:Iteration 14Q (12877.820000 sec): 3 clusters
  Score: Raw -447101.691325 + Penalty 9117.771009 = -437983.920316
  nChanged 9
		SP:Iteration 15Q (12877.820000 sec): 3 clusters
  Score: Raw -447116.690721 + Penalty 9117.771009 = -437998.919712
  nChanged 8
		SP:Iteration 16Q (12877.840000 sec): 3 clusters
  Score: Raw -447137.229942 + Penalty 9117.771009 = -438019.458933
  nChanged 14
		SP:Iteration 17Q (12877.850000 sec): 3 clusters
  Score: Raw -447167.119420 + Penalty 9117.771009 = -438049.348412
  nChanged 19
		SP:Iteration 18Q (12877.860000 sec): 3 clusters
  Score: Raw -447227.050603 + Penalty 9117.771009 = -438109.279595
  nChanged 25
		SP:Iteration 19Q (12877.870000 sec): 3 clusters
  Score: Raw -447284.393342 + Penalty 9117.771009 = -438166.622333
  nChanged 13
		SP:Iteration 20F (12877.880000 sec): 3 clusters
  Score: Raw -447309.168679 + Penalty 9117.771009 = -438191.397670
  nChanged 17
		SP:Iteration 21Q (12877.890000 sec): 3 clusters
  Score: Raw -447362.681598 + Penalty 9117.771009 = -438244.910590
  nChanged 22
		SP:Iteration 22Q (12877.900000 sec): 3 clusters
  Score: Raw -447434.293762 + Penalty 9117.771009 = -438316.522753
  nChanged 19
		SP:Iteration 23Q (12877.910000 sec): 3 clusters
  Score: Raw -447493.411269 + Penalty 9117.771009 = -438375.640261
  nChanged 20
		SP:Iteration 24Q (12877.920000 sec): 3 clusters
  Score: Raw -447545.465875 + Penalty 9117.771009 = -438427.694867
  nChanged 7
		SP:Iteration 25Q (12877.930000 sec): 3 clusters
  Score: Raw -447562.589147 + Penalty 9117.771009 = -438444.818138
  nChanged 6
		SP:Iteration 26Q (12877.940000 sec): 3 clusters
  Score: Raw -447575.374863 + Penalty 9117.771009 = -438457.603855
  nChanged 6
		SP:Iteration 27Q (12877.950000 sec): 3 clusters
  Score: Raw -447586.694271 + Penalty 9117.771009 = -438468.923262
  nChanged 5
		SP:Iteration 28Q (12877.960000 sec): 3 clusters
  Score: Raw -447597.955871 + Penalty 9117.771009 = -438480.184863
  nChanged 2
		SP:Iteration 29Q (12877.970000 sec): 3 clusters
  Score: Raw -447602.405455 + Penalty 9117.771009 = -438484.634446
  nChanged 2
		SP:Iteration 30Q (12877.980000 sec): 3 clusters
  Score: Raw -447605.450667 + Penalty 9117.771009 = -438487.679658
  nChanged 1
		SP:Iteration 31Q (12877.990000 sec): 3 clusters
  Score: Raw -447607.622563 + Penalty 9117.771009 = -438489.851554
  nChanged 1
		SP:Iteration 32Q (12878.000000 sec): 3 clusters
  Score: Raw -447609.570293 + Penalty 9117.771009 = -438491.799285
  nChanged 1
		SP:Iteration 33Q (12878.010000 sec): 3 clusters
  Score: Raw -447610.631707 + Penalty 9117.771009 = -438492.860698
  nChanged 0
		SP:Iteration 34F (12878.020000 sec): 3 clusters
  Score: Raw -447610.631707 + Penalty 9117.771009 = -438492.860698
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 46 (12002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12878.110000 sec): 2 clusters
  Score: Raw -3182748.836184 + Penalty 5753.107506 = -3176995.728678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12878.200000 sec): 3 clusters
  Score: Raw -3177051.785008 + Penalty 11506.215012 = -3165545.569996
  nChanged 4481
		SP:Iteration 1F (12878.290000 sec): 3 clusters
  Score: Raw -3179444.807252 + Penalty 11506.215012 = -3167938.592239
  nChanged 831
		SP:Iteration 2F (12878.380000 sec): 3 clusters
  Score: Raw -3179907.480517 + Penalty 11506.215012 = -3168401.265505
  nChanged 593
		SP:Iteration 3Q (12878.470000 sec): 3 clusters
  Score: Raw -3180227.207241 + Penalty 11506.215012 = -3168720.992229
  nChanged 447
		SP:Iteration 4Q (12878.560000 sec): 3 clusters
  Score: Raw -3180484.397942 + Penalty 11506.215012 = -3168978.182930
  nChanged 391
		SP:Iteration 5Q (12878.650000 sec): 3 clusters
  Score: Raw -3180709.781869 + Penalty 11506.215012 = -3169203.566857
  nChanged 340
		SP:Iteration 6Q (12878.740000 sec): 3 clusters
  Score: Raw -3180920.396656 + Penalty 11506.215012 = -3169414.181644
  nChanged 347
		SP:Iteration 7Q (12878.830000 sec): 3 clusters
  Score: Raw -3181116.587163 + Penalty 11506.215012 = -3169610.372150
  nChanged 321
		SP:Iteration 8Q (12878.920000 sec): 3 clusters
  Score: Raw -3181320.948717 + Penalty 11506.215012 = -3169814.733704
  nChanged 324
		SP:Iteration 9Q (12879.020000 sec): 3 clusters
  Score: Raw -3181535.475781 + Penalty 11506.215012 = -3170029.260769
  nChanged 328
		SP:Iteration 10Q (12879.110000 sec): 3 clusters
  Score: Raw -3181761.964469 + Penalty 11506.215012 = -3170255.749456
  nChanged 351
		SP:Iteration 11Q (12879.200000 sec): 3 clusters
  Score: Raw -3182006.350166 + Penalty 11506.215012 = -3170500.135154
  nChanged 389
		SP:Iteration 12Q (12879.290000 sec): 3 clusters
  Score: Raw -3182305.860287 + Penalty 11506.215012 = -3170799.645275
  nChanged 444
		SP:Iteration 13Q (12879.370000 sec): 3 clusters
  Score: Raw -3182731.112822 + Penalty 11506.215012 = -3171224.897810
  nChanged 545
		SP:Iteration 14Q (12879.460000 sec): 3 clusters
  Score: Raw -3183330.060278 + Penalty 11506.215012 = -3171823.845266
  nChanged 597
		SP:Iteration 15Q (12879.550000 sec): 3 clusters
  Score: Raw -3184149.130588 + Penalty 11506.215012 = -3172642.915576
  nChanged 660
		SP:Iteration 16F (12879.640000 sec): 3 clusters
  Score: Raw -3185161.069798 + Penalty 11506.215012 = -3173654.854785
  nChanged 637
		SP:Iteration 17F (12879.730000 sec): 3 clusters
  Score: Raw -3186106.323405 + Penalty 11506.215012 = -3174600.108393
  nChanged 492
		SP:Iteration 18Q (12879.810000 sec): 3 clusters
  Score: Raw -3186657.289672 + Penalty 11506.215012 = -3175151.074660
  nChanged 329
		SP:Iteration 19Q (12879.890000 sec): 3 clusters
  Score: Raw -3186914.904576 + Penalty 11506.215012 = -3175408.689564
  nChanged 201
		SP:Iteration 20F (12879.970000 sec): 3 clusters
  Score: Raw -3187051.146360 + Penalty 11506.215012 = -3175544.931347
  nChanged 142
		SP:Iteration 21Q (12880.050000 sec): 3 clusters
  Score: Raw -3187131.449536 + Penalty 11506.215012 = -3175625.234524
  nChanged 91
		SP:Iteration 22Q (12880.120000 sec): 3 clusters
  Score: Raw -3187188.012912 + Penalty 11506.215012 = -3175681.797900
  nChanged 88
		SP:Iteration 23Q (12880.200000 sec): 3 clusters
  Score: Raw -3187252.120556 + Penalty 11506.215012 = -3175745.905544
  nChanged 98
		SP:Iteration 24Q (12880.270000 sec): 3 clusters
  Score: Raw -3187340.086344 + Penalty 11506.215012 = -3175833.871332
  nChanged 108
		SP:Iteration 25Q (12880.340000 sec): 3 clusters
  Score: Raw -3187428.967066 + Penalty 11506.215012 = -3175922.752054
  nChanged 86
		SP:Iteration 26Q (12880.410000 sec): 3 clusters
  Score: Raw -3187483.520437 + Penalty 11506.215012 = -3175977.305425
  nChanged 70
		SP:Iteration 27Q (12880.490000 sec): 3 clusters
  Score: Raw -3187526.468214 + Penalty 11506.215012 = -3176020.253202
  nChanged 45
		SP:Iteration 28Q (12880.560000 sec): 3 clusters
  Score: Raw -3187547.031264 + Penalty 11506.215012 = -3176040.816252
  nChanged 31
		SP:Iteration 29Q (12880.630000 sec): 3 clusters
  Score: Raw -3187560.446276 + Penalty 11506.215012 = -3176054.231263
  nChanged 23
		SP:Iteration 30Q (12880.700000 sec): 3 clusters
  Score: Raw -3187569.024055 + Penalty 11506.215012 = -3176062.809043
  nChanged 16
		SP:Iteration 31Q (12880.770000 sec): 3 clusters
  Score: Raw -3187575.163755 + Penalty 11506.215012 = -3176068.948742
  nChanged 11
		SP:Iteration 32Q (12880.840000 sec): 3 clusters
  Score: Raw -3187579.675949 + Penalty 11506.215012 = -3176073.460937
  nChanged 13
		SP:Iteration 33Q (12880.910000 sec): 3 clusters
  Score: Raw -3187583.228699 + Penalty 11506.215012 = -3176077.013687
  nChanged 5
		SP:Iteration 34Q (12880.990000 sec): 3 clusters
  Score: Raw -3187584.840849 + Penalty 11506.215012 = -3176078.625836
  nChanged 4
		SP:Iteration 35Q (12881.050000 sec): 3 clusters
  Score: Raw -3187585.906056 + Penalty 11506.215012 = -3176079.691044
  nChanged 3
		SP:Iteration 36Q (12881.130000 sec): 3 clusters
  Score: Raw -3187586.712045 + Penalty 11506.215012 = -3176080.497032
  nChanged 2
		SP:Iteration 37Q (12881.200000 sec): 3 clusters
  Score: Raw -3187587.276949 + Penalty 11506.215012 = -3176081.061936
  nChanged 3
		SP:Iteration 38Q (12881.270000 sec): 3 clusters
  Score: Raw -3187588.532692 + Penalty 11506.215012 = -3176082.317680
  nChanged 1
		SP:Iteration 39Q (12881.340000 sec): 3 clusters
  Score: Raw -3187588.819806 + Penalty 11506.215012 = -3176082.604794
  nChanged 2
		SP:Iteration 40F (12881.430000 sec): 3 clusters
  Score: Raw -3187589.370241 + Penalty 11506.215012 = -3176083.155228
  nChanged 1
		SP:Iteration 41Q (12881.500000 sec): 3 clusters
  Score: Raw -3187589.493133 + Penalty 11506.215012 = -3176083.278121
  nChanged 1
		SP:Iteration 42Q (12881.570000 sec): 3 clusters
  Score: Raw -3187589.709441 + Penalty 11506.215012 = -3176083.494429
  nChanged 0
		SP:Iteration 43F (12881.660000 sec): 3 clusters
  Score: Raw -3187589.709441 + Penalty 11506.215012 = -3176083.494429
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 47 (4839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12881.700000 sec): 2 clusters
  Score: Raw -1245147.679244 + Penalty 5196.733812 = -1239950.945432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12881.740000 sec): 3 clusters
  Score: Raw -1243389.439586 + Penalty 10393.467624 = -1232995.971961
  nChanged 1519
		SP:Iteration 1F (12881.770000 sec): 3 clusters
  Score: Raw -1244514.868749 + Penalty 10393.467624 = -1234121.401125
  nChanged 383
		SP:Iteration 2F (12881.810000 sec): 3 clusters
  Score: Raw -1244860.586213 + Penalty 10393.467624 = -1234467.118588
  nChanged 200
		SP:Iteration 3Q (12881.850000 sec): 3 clusters
  Score: Raw -1245026.372187 + Penalty 10393.467624 = -1234632.904563
  nChanged 121
		SP:Iteration 4Q (12881.880000 sec): 3 clusters
  Score: Raw -1245130.115143 + Penalty 10393.467624 = -1234736.647518
  nChanged 94
		SP:Iteration 5Q (12881.920000 sec): 3 clusters
  Score: Raw -1245212.298055 + Penalty 10393.467624 = -1234818.830430
  nChanged 85
		SP:Iteration 6Q (12881.950000 sec): 3 clusters
  Score: Raw -1245278.669643 + Penalty 10393.467624 = -1234885.202019
  nChanged 80
		SP:Iteration 7Q (12881.990000 sec): 3 clusters
  Score: Raw -1245368.411824 + Penalty 10393.467624 = -1234974.944200
  nChanged 88
		SP:Iteration 8Q (12882.020000 sec): 3 clusters
  Score: Raw -1245449.455352 + Penalty 10393.467624 = -1235055.987727
  nChanged 79
		SP:Iteration 9Q (12882.060000 sec): 3 clusters
  Score: Raw -1245521.078782 + Penalty 10393.467624 = -1235127.611158
  nChanged 74
		SP:Iteration 10Q (12882.090000 sec): 3 clusters
  Score: Raw -1245584.278441 + Penalty 10393.467624 = -1235190.810817
  nChanged 57
		SP:Iteration 11Q (12882.130000 sec): 3 clusters
  Score: Raw -1245637.391947 + Penalty 10393.467624 = -1235243.924323
  nChanged 64
		SP:Iteration 12Q (12882.170000 sec): 3 clusters
  Score: Raw -1245681.762513 + Penalty 10393.467624 = -1235288.294889
  nChanged 36
		SP:Iteration 13Q (12882.200000 sec): 3 clusters
  Score: Raw -1245707.027365 + Penalty 10393.467624 = -1235313.559741
  nChanged 32
		SP:Iteration 14Q (12882.230000 sec): 3 clusters
  Score: Raw -1245726.556142 + Penalty 10393.467624 = -1235333.088518
  nChanged 25
		SP:Iteration 15Q (12882.270000 sec): 3 clusters
  Score: Raw -1245743.819136 + Penalty 10393.467624 = -1235350.351512
  nChanged 17
		SP:Iteration 16Q (12882.310000 sec): 3 clusters
  Score: Raw -1245753.993024 + Penalty 10393.467624 = -1235360.525400
  nChanged 18
		SP:Iteration 17Q (12882.340000 sec): 3 clusters
  Score: Raw -1245766.924845 + Penalty 10393.467624 = -1235373.457221
  nChanged 13
		SP:Iteration 18Q (12882.370000 sec): 3 clusters
  Score: Raw -1245774.130080 + Penalty 10393.467624 = -1235380.662456
  nChanged 12
		SP:Iteration 19Q (12882.410000 sec): 3 clusters
  Score: Raw -1245780.900781 + Penalty 10393.467624 = -1235387.433157
  nChanged 9
		SP:Iteration 20F (12882.450000 sec): 3 clusters
  Score: Raw -1245786.317329 + Penalty 10393.467624 = -1235392.849704
  nChanged 12
		SP:Iteration 21Q (12882.480000 sec): 3 clusters
  Score: Raw -1245793.800419 + Penalty 10393.467624 = -1235400.332795
  nChanged 5
		SP:Iteration 22Q (12882.520000 sec): 3 clusters
  Score: Raw -1245797.730897 + Penalty 10393.467624 = -1235404.263272
  nChanged 10
		SP:Iteration 23Q (12882.550000 sec): 3 clusters
  Score: Raw -1245805.311266 + Penalty 10393.467624 = -1235411.843642
  nChanged 9
		SP:Iteration 24Q (12882.590000 sec): 3 clusters
  Score: Raw -1245813.313638 + Penalty 10393.467624 = -1235419.846014
  nChanged 16
		SP:Iteration 25Q (12882.620000 sec): 3 clusters
  Score: Raw -1245823.234567 + Penalty 10393.467624 = -1235429.766943
  nChanged 13
		SP:Iteration 26Q (12882.660000 sec): 3 clusters
  Score: Raw -1245829.700740 + Penalty 10393.467624 = -1235436.233116
  nChanged 8
		SP:Iteration 27Q (12882.690000 sec): 3 clusters
  Score: Raw -1245833.773311 + Penalty 10393.467624 = -1235440.305687
  nChanged 11
		SP:Iteration 28Q (12882.730000 sec): 3 clusters
  Score: Raw -1245841.820141 + Penalty 10393.467624 = -1235448.352517
  nChanged 11
		SP:Iteration 29Q (12882.760000 sec): 3 clusters
  Score: Raw -1245852.119763 + Penalty 10393.467624 = -1235458.652139
  nChanged 14
		SP:Iteration 30Q (12882.800000 sec): 3 clusters
  Score: Raw -1245859.793212 + Penalty 10393.467624 = -1235466.325587
  nChanged 11
		SP:Iteration 31Q (12882.830000 sec): 3 clusters
  Score: Raw -1245867.860260 + Penalty 10393.467624 = -1235474.392636
  nChanged 11
		SP:Iteration 32Q (12882.870000 sec): 3 clusters
  Score: Raw -1245874.925179 + Penalty 10393.467624 = -1235481.457555
  nChanged 12
		SP:Iteration 33Q (12882.900000 sec): 3 clusters
  Score: Raw -1245887.682996 + Penalty 10393.467624 = -1235494.215372
  nChanged 15
		SP:Iteration 34Q (12882.940000 sec): 3 clusters
  Score: Raw -1245897.489389 + Penalty 10393.467624 = -1235504.021765
  nChanged 15
		SP:Iteration 35Q (12882.970000 sec): 3 clusters
  Score: Raw -1245907.202844 + Penalty 10393.467624 = -1235513.735220
  nChanged 11
		SP:Iteration 36Q (12883.010000 sec): 3 clusters
  Score: Raw -1245912.776960 + Penalty 10393.467624 = -1235519.309335
  nChanged 8
		SP:Iteration 37Q (12883.040000 sec): 3 clusters
  Score: Raw -1245917.933244 + Penalty 10393.467624 = -1235524.465620
  nChanged 7
		SP:Iteration 38Q (12883.080000 sec): 3 clusters
  Score: Raw -1245921.434603 + Penalty 10393.467624 = -1235527.966979
  nChanged 7
		SP:Iteration 39Q (12883.110000 sec): 3 clusters
  Score: Raw -1245926.583461 + Penalty 10393.467624 = -1235533.115837
  nChanged 2
		SP:Iteration 40F (12883.150000 sec): 3 clusters
  Score: Raw -1245927.189988 + Penalty 10393.467624 = -1235533.722364
  nChanged 2
		SP:Iteration 41Q (12883.190000 sec): 3 clusters
  Score: Raw -1245928.655304 + Penalty 10393.467624 = -1235535.187680
  nChanged 2
		SP:Iteration 42Q (12883.220000 sec): 3 clusters
  Score: Raw -1245929.537201 + Penalty 10393.467624 = -1235536.069577
  nChanged 1
		SP:Iteration 43Q (12883.250000 sec): 3 clusters
  Score: Raw -1245930.175851 + Penalty 10393.467624 = -1235536.708227
  nChanged 2
		SP:Iteration 44Q (12883.290000 sec): 3 clusters
  Score: Raw -1245930.683531 + Penalty 10393.467624 = -1235537.215906
  nChanged 1
		SP:Iteration 45Q (12883.330000 sec): 3 clusters
  Score: Raw -1245931.517734 + Penalty 10393.467624 = -1235538.050110
  nChanged 1
		SP:Iteration 46Q (12883.360000 sec): 3 clusters
  Score: Raw -1245932.254775 + Penalty 10393.467624 = -1235538.787151
  nChanged 1
		SP:Iteration 47Q (12883.390000 sec): 3 clusters
  Score: Raw -1245932.673749 + Penalty 10393.467624 = -1235539.206124
  nChanged 0
		SP:Iteration 48F (12883.430000 sec): 3 clusters
  Score: Raw -1245932.673749 + Penalty 10393.467624 = -1235539.206124
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 48 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12883.440000 sec): 2 clusters
  Score: Raw -112643.811013 + Penalty 3783.990770 = -108859.820243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12883.450000 sec): 3 clusters
  Score: Raw -113370.375247 + Penalty 7567.981540 = -105802.393707
  nChanged 64
		SP:Iteration 1F (12883.450000 sec): 3 clusters
  Score: Raw -113754.944843 + Penalty 7567.981540 = -106186.963303
  nChanged 31
		SP:Iteration 2F (12883.450000 sec): 3 clusters
  Score: Raw -114050.258396 + Penalty 7567.981540 = -106482.276856
  nChanged 34
		SP:Iteration 3F (12883.460000 sec): 3 clusters
  Score: Raw -114262.176299 + Penalty 7567.981540 = -106694.194760
  nChanged 19
		SP:Iteration 4Q (12883.460000 sec): 3 clusters
  Score: Raw -114392.929496 + Penalty 7567.981540 = -106824.947956
  nChanged 11
		SP:Iteration 5Q (12883.470000 sec): 3 clusters
  Score: Raw -114559.765791 + Penalty 7567.981540 = -106991.784252
  nChanged 5
		SP:Iteration 6Q (12883.470000 sec): 3 clusters
  Score: Raw -114701.585669 + Penalty 7567.981540 = -107133.604130
  nChanged 6
		SP:Iteration 7Q (12883.470000 sec): 3 clusters
  Score: Raw -114745.808266 + Penalty 7567.981540 = -107177.826726
  nChanged 2
		SP:Iteration 8Q (12883.470000 sec): 3 clusters
  Score: Raw -114774.191191 + Penalty 7567.981540 = -107206.209651
  nChanged 2
		SP:Iteration 9Q (12883.480000 sec): 3 clusters
  Score: Raw -114795.713734 + Penalty 7567.981540 = -107227.732194
  nChanged 1
		SP:Iteration 10Q (12883.480000 sec): 3 clusters
  Score: Raw -114807.881071 + Penalty 7567.981540 = -107239.899531
  nChanged 3
		SP:Iteration 11Q (12883.490000 sec): 3 clusters
  Score: Raw -114840.331338 + Penalty 7567.981540 = -107272.349799
  nChanged 2
		SP:Iteration 12Q (12883.490000 sec): 3 clusters
  Score: Raw -114849.753119 + Penalty 7567.981540 = -107281.771580
  nChanged 0
		SP:Iteration 13F (12883.490000 sec): 3 clusters
  Score: Raw -114849.753119 + Penalty 7567.981540 = -107281.771580
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 49 (1723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12883.510000 sec): 2 clusters
  Score: Raw -441603.681936 + Penalty 4564.241120 = -437039.440816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12883.520000 sec): 3 clusters
  Score: Raw -441448.226542 + Penalty 9128.482240 = -432319.744303
  nChanged 364
		SP:Iteration 1F (12883.530000 sec): 3 clusters
  Score: Raw -442081.112069 + Penalty 9128.482240 = -432952.629829
  nChanged 132
		SP:Iteration 2F (12883.550000 sec): 3 clusters
  Score: Raw -442371.956046 + Penalty 9128.482240 = -433243.473806
  nChanged 70
		SP:Iteration 3Q (12883.560000 sec): 3 clusters
  Score: Raw -442495.387568 + Penalty 9128.482240 = -433366.905328
  nChanged 51
		SP:Iteration 4Q (12883.570000 sec): 3 clusters
  Score: Raw -442592.485666 + Penalty 9128.482240 = -433464.003426
  nChanged 52
		SP:Iteration 5Q (12883.590000 sec): 3 clusters
  Score: Raw -442697.927600 + Penalty 9128.482240 = -433569.445360
  nChanged 42
		SP:Iteration 6Q (12883.600000 sec): 3 clusters
  Score: Raw -442777.972597 + Penalty 9128.482240 = -433649.490357
  nChanged 19
		SP:Iteration 7Q (12883.610000 sec): 3 clusters
  Score: Raw -442812.649857 + Penalty 9128.482240 = -433684.167617
  nChanged 17
		SP:Iteration 8Q (12883.620000 sec): 3 clusters
  Score: Raw -442848.931719 + Penalty 9128.482240 = -433720.449480
  nChanged 12
		SP:Iteration 9Q (12883.630000 sec): 3 clusters
  Score: Raw -442878.943577 + Penalty 9128.482240 = -433750.461338
  nChanged 9
		SP:Iteration 10Q (12883.650000 sec): 3 clusters
  Score: Raw -442896.271851 + Penalty 9128.482240 = -433767.789612
  nChanged 10
		SP:Iteration 11Q (12883.660000 sec): 3 clusters
  Score: Raw -442913.473800 + Penalty 9128.482240 = -433784.991560
  nChanged 6
		SP:Iteration 12Q (12883.670000 sec): 3 clusters
  Score: Raw -442925.550640 + Penalty 9128.482240 = -433797.068400
  nChanged 4
		SP:Iteration 13Q (12883.680000 sec): 3 clusters
  Score: Raw -442932.284284 + Penalty 9128.482240 = -433803.802044
  nChanged 1
		SP:Iteration 14Q (12883.690000 sec): 3 clusters
  Score: Raw -442933.813637 + Penalty 9128.482240 = -433805.331398
  nChanged 1
		SP:Iteration 15Q (12883.700000 sec): 3 clusters
  Score: Raw -442935.616668 + Penalty 9128.482240 = -433807.134428
  nChanged 0
		SP:Iteration 16F (12883.720000 sec): 3 clusters
  Score: Raw -442935.616668 + Penalty 9128.482240 = -433807.134428
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 50 (1292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12883.730000 sec): 2 clusters
  Score: Raw -343173.981701 + Penalty 4387.917344 = -338786.064357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12883.740000 sec): 3 clusters
  Score: Raw -343176.333104 + Penalty 8775.834688 = -334400.498415
  nChanged 231
		SP:Iteration 1F (12883.750000 sec): 3 clusters
  Score: Raw -343597.550190 + Penalty 8775.834688 = -334821.715502
  nChanged 56
		SP:Iteration 2Q (12883.760000 sec): 3 clusters
  Score: Raw -343712.013765 + Penalty 8775.834688 = -334936.179077
  nChanged 19
		SP:Iteration 3Q (12883.770000 sec): 3 clusters
  Score: Raw -343745.211307 + Penalty 8775.834688 = -334969.376618
  nChanged 10
		SP:Iteration 4Q (12883.780000 sec): 3 clusters
  Score: Raw -343768.110132 + Penalty 8775.834688 = -334992.275444
  nChanged 9
		SP:Iteration 5Q (12883.790000 sec): 3 clusters
  Score: Raw -343784.437166 + Penalty 8775.834688 = -335008.602478
  nChanged 6
		SP:Iteration 6Q (12883.800000 sec): 3 clusters
  Score: Raw -343797.021186 + Penalty 8775.834688 = -335021.186498
  nChanged 6
		SP:Iteration 7Q (12883.810000 sec): 3 clusters
  Score: Raw -343807.990277 + Penalty 8775.834688 = -335032.155588
  nChanged 2
		SP:Iteration 8Q (12883.820000 sec): 3 clusters
  Score: Raw -343811.263571 + Penalty 8775.834688 = -335035.428883
  nChanged 2
		SP:Iteration 9Q (12883.830000 sec): 3 clusters
  Score: Raw -343815.573968 + Penalty 8775.834688 = -335039.739279
  nChanged 1
		SP:Iteration 10Q (12883.840000 sec): 3 clusters
  Score: Raw -343817.534232 + Penalty 8775.834688 = -335041.699544
  nChanged 1
		SP:Iteration 11Q (12883.850000 sec): 3 clusters
  Score: Raw -343820.474256 + Penalty 8775.834688 = -335044.639568
  nChanged 0
		SP:Iteration 12F (12883.860000 sec): 3 clusters
  Score: Raw -343820.474256 + Penalty 8775.834688 = -335044.639568
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 51 (13501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12883.950000 sec): 2 clusters
  Score: Raw -3424085.066193 + Penalty 5825.192909 = -3418259.873283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12884.060000 sec): 3 clusters
  Score: Raw -3417435.106581 + Penalty 11650.385819 = -3405784.720762
  nChanged 5241
		SP:Iteration 1F (12884.160000 sec): 3 clusters
  Score: Raw -3420552.311104 + Penalty 11650.385819 = -3408901.925285
  nChanged 1038
		SP:Iteration 2F (12884.260000 sec): 3 clusters
  Score: Raw -3421257.390236 + Penalty 11650.385819 = -3409607.004417
  nChanged 762
		SP:Iteration 3F (12884.360000 sec): 3 clusters
  Score: Raw -3421763.081642 + Penalty 11650.385819 = -3410112.695823
  nChanged 605
		SP:Iteration 4Q (12884.470000 sec): 3 clusters
  Score: Raw -3422136.173673 + Penalty 11650.385819 = -3410485.787854
  nChanged 482
		SP:Iteration 5Q (12884.570000 sec): 3 clusters
  Score: Raw -3422418.750153 + Penalty 11650.385819 = -3410768.364335
  nChanged 428
		SP:Iteration 6Q (12884.670000 sec): 3 clusters
  Score: Raw -3422689.685216 + Penalty 11650.385819 = -3411039.299397
  nChanged 471
		SP:Iteration 7Q (12884.780000 sec): 3 clusters
  Score: Raw -3422983.767838 + Penalty 11650.385819 = -3411333.382019
  nChanged 482
		SP:Iteration 8Q (12884.880000 sec): 3 clusters
  Score: Raw -3423324.036087 + Penalty 11650.385819 = -3411673.650268
  nChanged 544
		SP:Iteration 9Q (12884.980000 sec): 3 clusters
  Score: Raw -3423767.773692 + Penalty 11650.385819 = -3412117.387874
  nChanged 610
		SP:Iteration 10Q (12885.080000 sec): 3 clusters
  Score: Raw -3424258.823017 + Penalty 11650.385819 = -3412608.437199
  nChanged 553
		SP:Iteration 11Q (12885.180000 sec): 3 clusters
  Score: Raw -3424720.063953 + Penalty 11650.385819 = -3413069.678134
  nChanged 525
		SP:Iteration 12Q (12885.280000 sec): 3 clusters
  Score: Raw -3425147.396506 + Penalty 11650.385819 = -3413497.010687
  nChanged 466
		SP:Iteration 13Q (12885.380000 sec): 3 clusters
  Score: Raw -3425506.541118 + Penalty 11650.385819 = -3413856.155299
  nChanged 379
		SP:Iteration 14Q (12885.480000 sec): 3 clusters
  Score: Raw -3425797.662861 + Penalty 11650.385819 = -3414147.277042
  nChanged 283
		SP:Iteration 15Q (12885.580000 sec): 3 clusters
  Score: Raw -3426011.207758 + Penalty 11650.385819 = -3414360.821939
  nChanged 230
		SP:Iteration 16Q (12885.680000 sec): 3 clusters
  Score: Raw -3426163.389806 + Penalty 11650.385819 = -3414513.003987
  nChanged 162
		SP:Iteration 17Q (12885.770000 sec): 3 clusters
  Score: Raw -3426257.744916 + Penalty 11650.385819 = -3414607.359097
  nChanged 110
		SP:Iteration 18Q (12885.860000 sec): 3 clusters
  Score: Raw -3426309.213801 + Penalty 11650.385819 = -3414658.827982
  nChanged 70
		SP:Iteration 19Q (12885.960000 sec): 3 clusters
  Score: Raw -3426339.658254 + Penalty 11650.385819 = -3414689.272435
  nChanged 70
		SP:Iteration 20F (12886.060000 sec): 3 clusters
  Score: Raw -3426374.960780 + Penalty 11650.385819 = -3414724.574961
  nChanged 59
		SP:Iteration 21Q (12886.160000 sec): 3 clusters
  Score: Raw -3426398.646188 + Penalty 11650.385819 = -3414748.260369
  nChanged 42
		SP:Iteration 22Q (12886.250000 sec): 3 clusters
  Score: Raw -3426414.459890 + Penalty 11650.385819 = -3414764.074071
  nChanged 31
		SP:Iteration 23Q (12886.340000 sec): 3 clusters
  Score: Raw -3426425.682053 + Penalty 11650.385819 = -3414775.296234
  nChanged 22
		SP:Iteration 24Q (12886.430000 sec): 3 clusters
  Score: Raw -3426432.802458 + Penalty 11650.385819 = -3414782.416640
  nChanged 18
		SP:Iteration 25Q (12886.520000 sec): 3 clusters
  Score: Raw -3426438.646465 + Penalty 11650.385819 = -3414788.260646
  nChanged 13
		SP:Iteration 26Q (12886.620000 sec): 3 clusters
  Score: Raw -3426443.116275 + Penalty 11650.385819 = -3414792.730457
  nChanged 16
		SP:Iteration 27Q (12886.710000 sec): 3 clusters
  Score: Raw -3426449.129738 + Penalty 11650.385819 = -3414798.743919
  nChanged 9
		SP:Iteration 28Q (12886.800000 sec): 3 clusters
  Score: Raw -3426452.462673 + Penalty 11650.385819 = -3414802.076854
  nChanged 15
		SP:Iteration 29Q (12886.890000 sec): 3 clusters
  Score: Raw -3426459.271791 + Penalty 11650.385819 = -3414808.885972
  nChanged 19
		SP:Iteration 30Q (12886.980000 sec): 3 clusters
  Score: Raw -3426467.571427 + Penalty 11650.385819 = -3414817.185608
  nChanged 23
		SP:Iteration 31Q (12887.080000 sec): 3 clusters
  Score: Raw -3426477.828625 + Penalty 11650.385819 = -3414827.442807
  nChanged 22
		SP:Iteration 32Q (12887.170000 sec): 3 clusters
  Score: Raw -3426485.391720 + Penalty 11650.385819 = -3414835.005901
  nChanged 14
		SP:Iteration 33Q (12887.260000 sec): 3 clusters
  Score: Raw -3426490.064856 + Penalty 11650.385819 = -3414839.679038
  nChanged 11
		SP:Iteration 34Q (12887.350000 sec): 3 clusters
  Score: Raw -3426493.457978 + Penalty 11650.385819 = -3414843.072159
  nChanged 8
		SP:Iteration 35Q (12887.440000 sec): 3 clusters
  Score: Raw -3426495.861946 + Penalty 11650.385819 = -3414845.476127
  nChanged 6
		SP:Iteration 36Q (12887.530000 sec): 3 clusters
  Score: Raw -3426498.082969 + Penalty 11650.385819 = -3414847.697150
  nChanged 7
		SP:Iteration 37Q (12887.620000 sec): 3 clusters
  Score: Raw -3426500.403162 + Penalty 11650.385819 = -3414850.017344
  nChanged 7
		SP:Iteration 38Q (12887.720000 sec): 3 clusters
  Score: Raw -3426502.791615 + Penalty 11650.385819 = -3414852.405797
  nChanged 5
		SP:Iteration 39Q (12887.800000 sec): 3 clusters
  Score: Raw -3426505.119416 + Penalty 11650.385819 = -3414854.733598
  nChanged 5
		SP:Iteration 40F (12887.910000 sec): 3 clusters
  Score: Raw -3426506.515807 + Penalty 11650.385819 = -3414856.129988
  nChanged 4
		SP:Iteration 41Q (12888.000000 sec): 3 clusters
  Score: Raw -3426508.338691 + Penalty 11650.385819 = -3414857.952872
  nChanged 4
		SP:Iteration 42Q (12888.090000 sec): 3 clusters
  Score: Raw -3426510.895197 + Penalty 11650.385819 = -3414860.509378
  nChanged 8
		SP:Iteration 43Q (12888.180000 sec): 3 clusters
  Score: Raw -3426514.381062 + Penalty 11650.385819 = -3414863.995243
  nChanged 11
		SP:Iteration 44Q (12888.270000 sec): 3 clusters
  Score: Raw -3426518.731011 + Penalty 11650.385819 = -3414868.345192
  nChanged 9
		SP:Iteration 45Q (12888.360000 sec): 3 clusters
  Score: Raw -3426521.501495 + Penalty 11650.385819 = -3414871.115676
  nChanged 5
		SP:Iteration 46Q (12888.450000 sec): 3 clusters
  Score: Raw -3426522.928881 + Penalty 11650.385819 = -3414872.543062
  nChanged 6
		SP:Iteration 47Q (12888.540000 sec): 3 clusters
  Score: Raw -3426524.330459 + Penalty 11650.385819 = -3414873.944640
  nChanged 1
		SP:Iteration 48Q (12888.640000 sec): 3 clusters
  Score: Raw -3426524.746905 + Penalty 11650.385819 = -3414874.361086
  nChanged 3
		SP:Iteration 49Q (12888.720000 sec): 3 clusters
  Score: Raw -3426525.713917 + Penalty 11650.385819 = -3414875.328098
  nChanged 4
		SP:Iteration 50Q (12888.820000 sec): 3 clusters
  Score: Raw -3426527.591285 + Penalty 11650.385819 = -3414877.205466
  nChanged 4
		SP:Iteration 51Q (12888.910000 sec): 3 clusters
  Score: Raw -3426528.742208 + Penalty 11650.385819 = -3414878.356389
  nChanged 1
		SP:Iteration 52Q (12889.000000 sec): 3 clusters
  Score: Raw -3426529.117623 + Penalty 11650.385819 = -3414878.731804
  nChanged 1
		SP:Iteration 53Q (12889.090000 sec): 3 clusters
  Score: Raw -3426529.400730 + Penalty 11650.385819 = -3414879.014911
  nChanged 1
		SP:Iteration 54Q (12889.180000 sec): 3 clusters
  Score: Raw -3426529.876918 + Penalty 11650.385819 = -3414879.491099
  nChanged 4
		SP:Iteration 55Q (12889.270000 sec): 3 clusters
  Score: Raw -3426531.082179 + Penalty 11650.385819 = -3414880.696360
  nChanged 2
		SP:Iteration 56Q (12889.360000 sec): 3 clusters
  Score: Raw -3426531.515141 + Penalty 11650.385819 = -3414881.129322
  nChanged 0
		SP:Iteration 57F (12889.460000 sec): 3 clusters
  Score: Raw -3426531.515141 + Penalty 11650.385819 = -3414881.129322
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 52 (17332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12889.580000 sec): 2 clusters
  Score: Raw -4595555.785051 + Penalty 5978.189742 = -4589577.595309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12889.710000 sec): 3 clusters
  Score: Raw -4586703.657983 + Penalty 11956.379484 = -4574747.278499
  nChanged 6879
		SP:Iteration 1F (12889.840000 sec): 3 clusters
  Score: Raw -4590477.846328 + Penalty 11956.379484 = -4578521.466844
  nChanged 1141
		SP:Iteration 2F (12889.970000 sec): 3 clusters
  Score: Raw -4591102.483944 + Penalty 11956.379484 = -4579146.104460
  nChanged 906
		SP:Iteration 3F (12890.100000 sec): 3 clusters
  Score: Raw -4591590.376334 + Penalty 11956.379484 = -4579633.996850
  nChanged 771
		SP:Iteration 4Q (12890.240000 sec): 3 clusters
  Score: Raw -4592038.792825 + Penalty 11956.379484 = -4580082.413341
  nChanged 689
		SP:Iteration 5Q (12890.360000 sec): 3 clusters
  Score: Raw -4592487.006984 + Penalty 11956.379484 = -4580530.627500
  nChanged 680
		SP:Iteration 6Q (12890.500000 sec): 3 clusters
  Score: Raw -4592958.327030 + Penalty 11956.379484 = -4581001.947546
  nChanged 641
		SP:Iteration 7Q (12890.630000 sec): 3 clusters
  Score: Raw -4593370.190893 + Penalty 11956.379484 = -4581413.811409
  nChanged 642
		SP:Iteration 8Q (12890.760000 sec): 3 clusters
  Score: Raw -4593802.207411 + Penalty 11956.379484 = -4581845.827927
  nChanged 656
		SP:Iteration 9Q (12890.890000 sec): 3 clusters
  Score: Raw -4594224.034280 + Penalty 11956.379484 = -4582267.654796
  nChanged 663
		SP:Iteration 10Q (12891.020000 sec): 3 clusters
  Score: Raw -4594651.796449 + Penalty 11956.379484 = -4582695.416965
  nChanged 653
		SP:Iteration 11Q (12891.140000 sec): 3 clusters
  Score: Raw -4595062.973898 + Penalty 11956.379484 = -4583106.594414
  nChanged 615
		SP:Iteration 12Q (12891.270000 sec): 3 clusters
  Score: Raw -4595443.252955 + Penalty 11956.379484 = -4583486.873471
  nChanged 580
		SP:Iteration 13Q (12891.400000 sec): 3 clusters
  Score: Raw -4595838.052970 + Penalty 11956.379484 = -4583881.673486
  nChanged 533
		SP:Iteration 14Q (12891.520000 sec): 3 clusters
  Score: Raw -4596216.149055 + Penalty 11956.379484 = -4584259.769571
  nChanged 499
		SP:Iteration 15Q (12891.640000 sec): 3 clusters
  Score: Raw -4596638.786581 + Penalty 11956.379484 = -4584682.407097
  nChanged 457
		SP:Iteration 16Q (12891.770000 sec): 3 clusters
  Score: Raw -4597085.936407 + Penalty 11956.379484 = -4585129.556923
  nChanged 429
		SP:Iteration 17Q (12891.890000 sec): 3 clusters
  Score: Raw -4597518.881718 + Penalty 11956.379484 = -4585562.502234
  nChanged 381
		SP:Iteration 18Q (12892.010000 sec): 3 clusters
  Score: Raw -4597856.475624 + Penalty 11956.379484 = -4585900.096140
  nChanged 269
		SP:Iteration 19Q (12892.130000 sec): 3 clusters
  Score: Raw -4598068.128745 + Penalty 11956.379484 = -4586111.749261
  nChanged 211
		SP:Iteration 20F (12892.260000 sec): 3 clusters
  Score: Raw -4598208.778648 + Penalty 11956.379484 = -4586252.399164
  nChanged 160
		SP:Iteration 21Q (12892.370000 sec): 3 clusters
  Score: Raw -4598292.246603 + Penalty 11956.379484 = -4586335.867118
  nChanged 116
		SP:Iteration 22Q (12892.480000 sec): 3 clusters
  Score: Raw -4598339.485929 + Penalty 11956.379484 = -4586383.106445
  nChanged 79
		SP:Iteration 23Q (12892.590000 sec): 3 clusters
  Score: Raw -4598369.563886 + Penalty 11956.379484 = -4586413.184402
  nChanged 55
		SP:Iteration 24Q (12892.700000 sec): 3 clusters
  Score: Raw -4598387.898073 + Penalty 11956.379484 = -4586431.518589
  nChanged 50
		SP:Iteration 25Q (12892.810000 sec): 3 clusters
  Score: Raw -4598403.956527 + Penalty 11956.379484 = -4586447.577043
  nChanged 41
		SP:Iteration 26Q (12892.920000 sec): 3 clusters
  Score: Raw -4598417.198557 + Penalty 11956.379484 = -4586460.819073
  nChanged 43
		SP:Iteration 27Q (12893.020000 sec): 3 clusters
  Score: Raw -4598429.546697 + Penalty 11956.379484 = -4586473.167213
  nChanged 31
		SP:Iteration 28Q (12893.130000 sec): 3 clusters
  Score: Raw -4598438.153437 + Penalty 11956.379484 = -4586481.773953
  nChanged 23
		SP:Iteration 29Q (12893.240000 sec): 3 clusters
  Score: Raw -4598443.304307 + Penalty 11956.379484 = -4586486.924823
  nChanged 18
		SP:Iteration 30Q (12893.350000 sec): 3 clusters
  Score: Raw -4598448.022156 + Penalty 11956.379484 = -4586491.642672
  nChanged 16
		SP:Iteration 31Q (12893.450000 sec): 3 clusters
  Score: Raw -4598451.857896 + Penalty 11956.379484 = -4586495.478412
  nChanged 11
		SP:Iteration 32Q (12893.560000 sec): 3 clusters
  Score: Raw -4598454.844844 + Penalty 11956.379484 = -4586498.465360
  nChanged 11
		SP:Iteration 33Q (12893.670000 sec): 3 clusters
  Score: Raw -4598457.752994 + Penalty 11956.379484 = -4586501.373510
  nChanged 13
		SP:Iteration 34Q (12893.780000 sec): 3 clusters
  Score: Raw -4598460.485973 + Penalty 11956.379484 = -4586504.106489
  nChanged 8
		SP:Iteration 35Q (12893.880000 sec): 3 clusters
  Score: Raw -4598462.542068 + Penalty 11956.379484 = -4586506.162584
  nChanged 7
		SP:Iteration 36Q (12893.990000 sec): 3 clusters
  Score: Raw -4598464.185023 + Penalty 11956.379484 = -4586507.805539
  nChanged 4
		SP:Iteration 37Q (12894.100000 sec): 3 clusters
  Score: Raw -4598465.097435 + Penalty 11956.379484 = -4586508.717951
  nChanged 3
		SP:Iteration 38Q (12894.200000 sec): 3 clusters
  Score: Raw -4598465.767301 + Penalty 11956.379484 = -4586509.387817
  nChanged 4
		SP:Iteration 39Q (12894.310000 sec): 3 clusters
  Score: Raw -4598467.381044 + Penalty 11956.379484 = -4586511.001560
  nChanged 9
		SP:Iteration 40F (12894.440000 sec): 3 clusters
  Score: Raw -4598469.278208 + Penalty 11956.379484 = -4586512.898724
  nChanged 2
		SP:Iteration 41Q (12894.540000 sec): 3 clusters
  Score: Raw -4598469.764294 + Penalty 11956.379484 = -4586513.384810
  nChanged 3
		SP:Iteration 42Q (12894.650000 sec): 3 clusters
  Score: Raw -4598470.639922 + Penalty 11956.379484 = -4586514.260438
  nChanged 4
		SP:Iteration 43Q (12894.760000 sec): 3 clusters
  Score: Raw -4598471.781485 + Penalty 11956.379484 = -4586515.402001
  nChanged 3
		SP:Iteration 44Q (12894.870000 sec): 3 clusters
  Score: Raw -4598472.490278 + Penalty 11956.379484 = -4586516.110794
  nChanged 2
		SP:Iteration 45Q (12894.970000 sec): 3 clusters
  Score: Raw -4598473.066325 + Penalty 11956.379484 = -4586516.686841
  nChanged 2
		SP:Iteration 46Q (12895.080000 sec): 3 clusters
  Score: Raw -4598473.541776 + Penalty 11956.379484 = -4586517.162292
  nChanged 2
		SP:Iteration 47Q (12895.190000 sec): 3 clusters
  Score: Raw -4598474.068504 + Penalty 11956.379484 = -4586517.689020
  nChanged 4
		SP:Iteration 48Q (12895.300000 sec): 3 clusters
  Score: Raw -4598475.069028 + Penalty 11956.379484 = -4586518.689544
  nChanged 5
		SP:Iteration 49Q (12895.400000 sec): 3 clusters
  Score: Raw -4598476.158924 + Penalty 11956.379484 = -4586519.779440
  nChanged 3
		SP:Iteration 50Q (12895.510000 sec): 3 clusters
  Score: Raw -4598476.848580 + Penalty 11956.379484 = -4586520.469096
  nChanged 5
		SP:Iteration 51Q (12895.620000 sec): 3 clusters
  Score: Raw -4598477.631555 + Penalty 11956.379484 = -4586521.252071
  nChanged 3
		SP:Iteration 52Q (12895.720000 sec): 3 clusters
  Score: Raw -4598478.139472 + Penalty 11956.379484 = -4586521.759988
  nChanged 2
		SP:Iteration 53Q (12895.830000 sec): 3 clusters
  Score: Raw -4598478.549773 + Penalty 11956.379484 = -4586522.170289
  nChanged 1
		SP:Iteration 54Q (12895.940000 sec): 3 clusters
  Score: Raw -4598478.855742 + Penalty 11956.379484 = -4586522.476258
  nChanged 2
		SP:Iteration 55Q (12896.040000 sec): 3 clusters
  Score: Raw -4598479.189585 + Penalty 11956.379484 = -4586522.810101
  nChanged 0
		SP:Iteration 56F (12896.180000 sec): 3 clusters
  Score: Raw -4598479.189585 + Penalty 11956.379484 = -4586522.810101
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 53 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12896.190000 sec): 2 clusters
  Score: Raw -104895.359060 + Penalty 3680.398076 = -101214.960984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12896.190000 sec): 3 clusters
  Score: Raw -105553.726891 + Penalty 7360.796152 = -98192.930739
  nChanged 33
		SP:Iteration 1F (12896.200000 sec): 3 clusters
  Score: Raw -105737.928208 + Penalty 7360.796152 = -98377.132056
  nChanged 4
		SP:Iteration 2Q (12896.200000 sec): 3 clusters
  Score: Raw -105760.467616 + Penalty 7360.796152 = -98399.671464
  nChanged 1
		SP:Iteration 3Q (12896.200000 sec): 3 clusters
  Score: Raw -105764.025192 + Penalty 7360.796152 = -98403.229040
  nChanged 0
		SP:Iteration 4F (12896.210000 sec): 3 clusters
  Score: Raw -105764.025192 + Penalty 7360.796152 = -98403.229040
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 54 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12896.220000 sec): 2 clusters
  Score: Raw -143282.847884 + Penalty 3912.993861 = -139369.854023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12896.220000 sec): 3 clusters
  Score: Raw -143845.292987 + Penalty 7825.987722 = -136019.305265
  nChanged 64
		SP:Iteration 1F (12896.230000 sec): 3 clusters
  Score: Raw -144067.611664 + Penalty 7825.987722 = -136241.623942
  nChanged 15
		SP:Iteration 2Q (12896.230000 sec): 3 clusters
  Score: Raw -144124.912915 + Penalty 7825.987722 = -136298.925193
  nChanged 5
		SP:Iteration 3Q (12896.240000 sec): 3 clusters
  Score: Raw -144150.668325 + Penalty 7825.987722 = -136324.680604
  nChanged 3
		SP:Iteration 4Q (12896.240000 sec): 3 clusters
  Score: Raw -144160.519415 + Penalty 7825.987722 = -136334.531693
  nChanged 1
		SP:Iteration 5Q (12896.240000 sec): 3 clusters
  Score: Raw -144163.872150 + Penalty 7825.987722 = -136337.884428
  nChanged 0
		SP:Iteration 6F (12896.250000 sec): 3 clusters
  Score: Raw -144163.872150 + Penalty 7825.987722 = -136337.884428
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 55 (349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12896.260000 sec): 2 clusters
  Score: Raw -90778.443628 + Penalty 3586.231552 = -87192.212076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12896.260000 sec): 3 clusters
  Score: Raw -91382.794309 + Penalty 7172.463105 = -84210.331204
  nChanged 19
		SP:Iteration 1F (12896.260000 sec): 3 clusters
  Score: Raw -91508.294219 + Penalty 7172.463105 = -84335.831114
  nChanged 4
		SP:Iteration 2Q (12896.270000 sec): 3 clusters
  Score: Raw -91535.747714 + Penalty 7172.463105 = -84363.284609
  nChanged 3
		SP:Iteration 3Q (12896.270000 sec): 3 clusters
  Score: Raw -91559.667203 + Penalty 7172.463105 = -84387.204098
  nChanged 2
		SP:Iteration 4Q (12896.270000 sec): 3 clusters
  Score: Raw -91565.617029 + Penalty 7172.463105 = -84393.153925
  nChanged 0
		SP:Iteration 5F (12896.280000 sec): 3 clusters
  Score: Raw -91565.617029 + Penalty 7172.463105 = -84393.153925
  nChanged 0
Iteration 179Q (12931.290000 sec): 56 clusters
  Score: Raw -522493448.687487 + Penalty 488646.756571 = -522004801.930916
  nChanged 514
Iteration 180F (13227.950000 sec): 56 clusters
  Score: Raw -522493795.992338 + Penalty 488646.756571 = -522005149.235768
  nChanged 485
Iteration 181Q (13262.120000 sec): 56 clusters
  Score: Raw -522494503.035162 + Penalty 488646.756571 = -522005856.278591
  nChanged 541
Iteration 182Q (13296.290000 sec): 56 clusters
  Score: Raw -522494660.118775 + Penalty 488646.756571 = -522006013.362204
  nChanged 481
Iteration 183Q (13330.440000 sec): 56 clusters
  Score: Raw -522494856.078987 + Penalty 488646.756571 = -522006209.322417
  nChanged 469
Iteration 184Q (13364.540000 sec): 56 clusters
  Score: Raw -522495055.970318 + Penalty 488646.756571 = -522006409.213747
  nChanged 437
Iteration 185Q (13398.650000 sec): 56 clusters
  Score: Raw -522495151.755226 + Penalty 488646.756571 = -522006504.998655
  nChanged 394
Iteration 186Q (13432.770000 sec): 56 clusters
  Score: Raw -522495223.663092 + Penalty 488646.756571 = -522006576.906522
  nChanged 384
Iteration 187Q (13466.880000 sec): 56 clusters
  Score: Raw -522495255.784998 + Penalty 488646.756571 = -522006609.028428
  nChanged 346
Iteration 188Q (13500.990000 sec): 56 clusters
  Score: Raw -522495279.356099 + Penalty 488646.756571 = -522006632.599528
  nChanged 353
Iteration 189Q (13535.050000 sec): 56 clusters
  Score: Raw -522495301.489002 + Penalty 488646.756571 = -522006654.732432
  nChanged 334
Iteration 190Q (13569.150000 sec): 56 clusters
  Score: Raw -522495324.510615 + Penalty 488646.756571 = -522006677.754044
  nChanged 304
Iteration 191Q (13603.180000 sec): 56 clusters
  Score: Raw -522495349.004738 + Penalty 488646.756571 = -522006702.248168
  nChanged 310
Iteration 192Q (13637.190000 sec): 56 clusters
  Score: Raw -522495372.549713 + Penalty 488646.756571 = -522006725.793142
  nChanged 316
Iteration 193Q (13671.190000 sec): 56 clusters
  Score: Raw -522495395.604436 + Penalty 488646.756571 = -522006748.847865
  nChanged 289
Iteration 194Q (13705.250000 sec): 56 clusters
  Score: Raw -522495418.233296 + Penalty 488646.756571 = -522006771.476726
  nChanged 271
Iteration 195Q (13739.280000 sec): 56 clusters
  Score: Raw -522495435.907951 + Penalty 488646.756571 = -522006789.151380
  nChanged 257
Iteration 196Q (13773.260000 sec): 56 clusters
  Score: Raw -522495454.346452 + Penalty 488646.756571 = -522006807.589881
  nChanged 254
Iteration 197Q (13807.230000 sec): 56 clusters
  Score: Raw -522495470.352929 + Penalty 488646.756571 = -522006823.596358
  nChanged 219
Iteration 198Q (13841.390000 sec): 56 clusters
  Score: Raw -522495484.176335 + Penalty 488646.756571 = -522006837.419765
  nChanged 200
Iteration 199Q (13875.310000 sec): 56 clusters
  Score: Raw -522495497.314629 + Penalty 488646.756571 = -522006850.558059
  nChanged 212
Iteration 200F (14171.810000 sec): 56 clusters
  Score: Raw -522495845.394794 + Penalty 488646.756571 = -522007198.638223
  nChanged 235
Iteration 201Q (14207.000000 sec): 56 clusters
  Score: Raw -522496397.668795 + Penalty 488646.756571 = -522007750.912224
  nChanged 272
Iteration 202Q (14242.530000 sec): 56 clusters
  Score: Raw -522496656.222995 + Penalty 488646.756571 = -522008009.466424
  nChanged 234
Iteration 203Q (14278.030000 sec): 56 clusters
  Score: Raw -522496786.065084 + Penalty 488646.756571 = -522008139.308514
  nChanged 255
Iteration 204Q (14313.500000 sec): 56 clusters
  Score: Raw -522497174.522991 + Penalty 488646.756571 = -522008527.766420
  nChanged 261
Iteration 205Q (14349.020000 sec): 56 clusters
  Score: Raw -522497466.478378 + Penalty 488646.756571 = -522008819.721807
  nChanged 236
Iteration 206Q (14384.490000 sec): 56 clusters
  Score: Raw -522497532.249988 + Penalty 488646.756571 = -522008885.493418
  nChanged 203
Iteration 207Q (14419.920000 sec): 56 clusters
  Score: Raw -522497587.447934 + Penalty 488646.756571 = -522008940.691363
  nChanged 170
Iteration 208Q (14455.350000 sec): 56 clusters
  Score: Raw -522497619.874196 + Penalty 488646.756571 = -522008973.117626
  nChanged 157
Iteration 209Q (14490.890000 sec): 56 clusters
  Score: Raw -522497634.530130 + Penalty 488646.756571 = -522008987.773559
  nChanged 167
Iteration 210Q (14526.280000 sec): 56 clusters
  Score: Raw -522497644.913416 + Penalty 488646.756571 = -522008998.156845
  nChanged 159
Iteration 211Q (14561.700000 sec): 56 clusters
  Score: Raw -522497655.402491 + Penalty 488646.756571 = -522009008.645921
  nChanged 156
Iteration 212Q (14597.220000 sec): 56 clusters
  Score: Raw -522497665.421827 + Penalty 488646.756571 = -522009018.665256
  nChanged 137
Iteration 213Q (14632.710000 sec): 56 clusters
  Score: Raw -522497674.996932 + Penalty 488646.756571 = -522009028.240362
  nChanged 129
Iteration 214Q (14668.040000 sec): 56 clusters
  Score: Raw -522497683.574049 + Penalty 488646.756571 = -522009036.817478
  nChanged 119
Iteration 215Q (14703.210000 sec): 56 clusters
  Score: Raw -522497691.810645 + Penalty 488646.756571 = -522009045.054074
  nChanged 124
Iteration 216Q (14738.520000 sec): 56 clusters
  Score: Raw -522497699.669394 + Penalty 488646.756571 = -522009052.912824
  nChanged 129
Iteration 217Q (14773.750000 sec): 56 clusters
  Score: Raw -522497706.027638 + Penalty 488646.756571 = -522009059.271067
  nChanged 93
Iteration 218Q (14808.960000 sec): 56 clusters
  Score: Raw -522497711.705015 + Penalty 488646.756571 = -522009064.948445
  nChanged 95
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522497711.705015 + Penalty 488646.756571 = -522009064.948445
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 1 (1962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14809.250000 sec): 2 clusters
  Score: Raw -489987.864477 + Penalty 4643.803280 = -485344.061197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14809.270000 sec): 3 clusters
  Score: Raw -489850.482575 + Penalty 9287.606559 = -480562.876015
  nChanged 483
		SP:Iteration 1F (14809.280000 sec): 3 clusters
  Score: Raw -490626.959642 + Penalty 9287.606559 = -481339.353082
  nChanged 186
		SP:Iteration 2F (14809.300000 sec): 3 clusters
  Score: Raw -491072.433364 + Penalty 9287.606559 = -481784.826805
  nChanged 139
		SP:Iteration 3F (14809.310000 sec): 3 clusters
  Score: Raw -491445.293262 + Penalty 9287.606559 = -482157.686703
  nChanged 106
		SP:Iteration 4F (14809.330000 sec): 3 clusters
  Score: Raw -491973.992159 + Penalty 9287.606559 = -482686.385600
  nChanged 130
		SP:Iteration 5F (14809.340000 sec): 3 clusters
  Score: Raw -492410.991131 + Penalty 9287.606559 = -483123.384572
  nChanged 125
		SP:Iteration 6F (14809.360000 sec): 3 clusters
  Score: Raw -492809.005577 + Penalty 9287.606559 = -483521.399017
  nChanged 93
		SP:Iteration 7Q (14809.370000 sec): 3 clusters
  Score: Raw -493093.781656 + Penalty 9287.606559 = -483806.175097
  nChanged 40
		SP:Iteration 8Q (14809.380000 sec): 3 clusters
  Score: Raw -493320.834191 + Penalty 9287.606559 = -484033.227632
  nChanged 26
		SP:Iteration 9Q (14809.390000 sec): 3 clusters
  Score: Raw -493402.187934 + Penalty 9287.606559 = -484114.581375
  nChanged 18
		SP:Iteration 10Q (14809.400000 sec): 3 clusters
  Score: Raw -493453.057533 + Penalty 9287.606559 = -484165.450974
  nChanged 5
		SP:Iteration 11Q (14809.420000 sec): 3 clusters
  Score: Raw -493461.281485 + Penalty 9287.606559 = -484173.674925
  nChanged 1
		SP:Iteration 12Q (14809.420000 sec): 3 clusters
  Score: Raw -493463.485767 + Penalty 9287.606559 = -484175.879208
  nChanged 0
		SP:Iteration 13F (14809.440000 sec): 3 clusters
  Score: Raw -493463.485767 + Penalty 9287.606559 = -484175.879208
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 2 (9562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14809.510000 sec): 2 clusters
  Score: Raw -2512461.876089 + Penalty 5613.900716 = -2506847.975373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14809.590000 sec): 3 clusters
  Score: Raw -2508046.244367 + Penalty 11227.801432 = -2496818.442936
  nChanged 3448
		SP:Iteration 1F (14809.660000 sec): 3 clusters
  Score: Raw -2510155.464427 + Penalty 11227.801432 = -2498927.662995
  nChanged 753
		SP:Iteration 2F (14809.730000 sec): 3 clusters
  Score: Raw -2510623.564438 + Penalty 11227.801432 = -2499395.763006
  nChanged 494
		SP:Iteration 3F (14809.800000 sec): 3 clusters
  Score: Raw -2510900.689203 + Penalty 11227.801432 = -2499672.887772
  nChanged 353
		SP:Iteration 4Q (14809.880000 sec): 3 clusters
  Score: Raw -2511097.731242 + Penalty 11227.801432 = -2499869.929811
  nChanged 269
		SP:Iteration 5Q (14809.950000 sec): 3 clusters
  Score: Raw -2511250.310761 + Penalty 11227.801432 = -2500022.509329
  nChanged 221
		SP:Iteration 6Q (14810.020000 sec): 3 clusters
  Score: Raw -2511376.039894 + Penalty 11227.801432 = -2500148.238462
  nChanged 217
		SP:Iteration 7Q (14810.090000 sec): 3 clusters
  Score: Raw -2511504.043123 + Penalty 11227.801432 = -2500276.241691
  nChanged 220
		SP:Iteration 8Q (14810.160000 sec): 3 clusters
  Score: Raw -2511632.158748 + Penalty 11227.801432 = -2500404.357316
  nChanged 218
		SP:Iteration 9Q (14810.230000 sec): 3 clusters
  Score: Raw -2511764.663824 + Penalty 11227.801432 = -2500536.862392
  nChanged 215
		SP:Iteration 10Q (14810.300000 sec): 3 clusters
  Score: Raw -2511898.967718 + Penalty 11227.801432 = -2500671.166286
  nChanged 219
		SP:Iteration 11Q (14810.370000 sec): 3 clusters
  Score: Raw -2512035.323775 + Penalty 11227.801432 = -2500807.522343
  nChanged 232
		SP:Iteration 12Q (14810.440000 sec): 3 clusters
  Score: Raw -2512190.672024 + Penalty 11227.801432 = -2500962.870592
  nChanged 233
		SP:Iteration 13Q (14810.520000 sec): 3 clusters
  Score: Raw -2512330.212835 + Penalty 11227.801432 = -2501102.411403
  nChanged 220
		SP:Iteration 14Q (14810.580000 sec): 3 clusters
  Score: Raw -2512464.998718 + Penalty 11227.801432 = -2501237.197286
  nChanged 201
		SP:Iteration 15Q (14810.660000 sec): 3 clusters
  Score: Raw -2512586.878423 + Penalty 11227.801432 = -2501359.076991
  nChanged 198
		SP:Iteration 16Q (14810.720000 sec): 3 clusters
  Score: Raw -2512722.480452 + Penalty 11227.801432 = -2501494.679021
  nChanged 204
		SP:Iteration 17Q (14810.800000 sec): 3 clusters
  Score: Raw -2512866.454084 + Penalty 11227.801432 = -2501638.652652
  nChanged 177
		SP:Iteration 18Q (14810.860000 sec): 3 clusters
  Score: Raw -2512978.332413 + Penalty 11227.801432 = -2501750.530981
  nChanged 166
		SP:Iteration 19Q (14810.940000 sec): 3 clusters
  Score: Raw -2513069.796459 + Penalty 11227.801432 = -2501841.995027
  nChanged 139
		SP:Iteration 20F (14811.010000 sec): 3 clusters
  Score: Raw -2513142.249988 + Penalty 11227.801432 = -2501914.448556
  nChanged 118
		SP:Iteration 21Q (14811.080000 sec): 3 clusters
  Score: Raw -2513202.263399 + Penalty 11227.801432 = -2501974.461967
  nChanged 96
		SP:Iteration 22Q (14811.150000 sec): 3 clusters
  Score: Raw -2513248.307258 + Penalty 11227.801432 = -2502020.505827
  nChanged 76
		SP:Iteration 23Q (14811.220000 sec): 3 clusters
  Score: Raw -2513286.260706 + Penalty 11227.801432 = -2502058.459274
  nChanged 87
		SP:Iteration 24Q (14811.290000 sec): 3 clusters
  Score: Raw -2513333.955613 + Penalty 11227.801432 = -2502106.154181
  nChanged 82
		SP:Iteration 25Q (14811.360000 sec): 3 clusters
  Score: Raw -2513372.920535 + Penalty 11227.801432 = -2502145.119103
  nChanged 68
		SP:Iteration 26Q (14811.430000 sec): 3 clusters
  Score: Raw -2513404.249054 + Penalty 11227.801432 = -2502176.447622
  nChanged 60
		SP:Iteration 27Q (14811.500000 sec): 3 clusters
  Score: Raw -2513430.843008 + Penalty 11227.801432 = -2502203.041576
  nChanged 52
		SP:Iteration 28Q (14811.570000 sec): 3 clusters
  Score: Raw -2513453.259128 + Penalty 11227.801432 = -2502225.457696
  nChanged 54
		SP:Iteration 29Q (14811.640000 sec): 3 clusters
  Score: Raw -2513476.545597 + Penalty 11227.801432 = -2502248.744165
  nChanged 43
		SP:Iteration 30Q (14811.700000 sec): 3 clusters
  Score: Raw -2513493.150650 + Penalty 11227.801432 = -2502265.349218
  nChanged 39
		SP:Iteration 31Q (14811.780000 sec): 3 clusters
  Score: Raw -2513508.507170 + Penalty 11227.801432 = -2502280.705738
  nChanged 32
		SP:Iteration 32Q (14811.840000 sec): 3 clusters
  Score: Raw -2513521.489487 + Penalty 11227.801432 = -2502293.688056
  nChanged 34
		SP:Iteration 33Q (14811.910000 sec): 3 clusters
  Score: Raw -2513535.217728 + Penalty 11227.801432 = -2502307.416297
  nChanged 30
		SP:Iteration 34Q (14811.980000 sec): 3 clusters
  Score: Raw -2513547.194897 + Penalty 11227.801432 = -2502319.393465
  nChanged 24
		SP:Iteration 35Q (14812.050000 sec): 3 clusters
  Score: Raw -2513555.410564 + Penalty 11227.801432 = -2502327.609132
  nChanged 21
		SP:Iteration 36Q (14812.120000 sec): 3 clusters
  Score: Raw -2513562.986991 + Penalty 11227.801432 = -2502335.185559
  nChanged 18
		SP:Iteration 37Q (14812.190000 sec): 3 clusters
  Score: Raw -2513569.382562 + Penalty 11227.801432 = -2502341.581130
  nChanged 15
		SP:Iteration 38Q (14812.260000 sec): 3 clusters
  Score: Raw -2513574.563328 + Penalty 11227.801432 = -2502346.761896
  nChanged 18
		SP:Iteration 39Q (14812.330000 sec): 3 clusters
  Score: Raw -2513580.634262 + Penalty 11227.801432 = -2502352.832830
  nChanged 12
		SP:Iteration 40F (14812.400000 sec): 3 clusters
  Score: Raw -2513584.029392 + Penalty 11227.801432 = -2502356.227960
  nChanged 14
		SP:Iteration 41Q (14812.470000 sec): 3 clusters
  Score: Raw -2513588.496344 + Penalty 11227.801432 = -2502360.694913
  nChanged 13
		SP:Iteration 42Q (14812.540000 sec): 3 clusters
  Score: Raw -2513592.882807 + Penalty 11227.801432 = -2502365.081375
  nChanged 9
		SP:Iteration 43Q (14812.610000 sec): 3 clusters
  Score: Raw -2513595.493544 + Penalty 11227.801432 = -2502367.692113
  nChanged 8
		SP:Iteration 44Q (14812.680000 sec): 3 clusters
  Score: Raw -2513597.616336 + Penalty 11227.801432 = -2502369.814904
  nChanged 7
		SP:Iteration 45Q (14812.750000 sec): 3 clusters
  Score: Raw -2513599.838686 + Penalty 11227.801432 = -2502372.037254
  nChanged 11
		SP:Iteration 46Q (14812.820000 sec): 3 clusters
  Score: Raw -2513603.351495 + Penalty 11227.801432 = -2502375.550063
  nChanged 12
		SP:Iteration 47Q (14812.890000 sec): 3 clusters
  Score: Raw -2513607.737544 + Penalty 11227.801432 = -2502379.936112
  nChanged 13
		SP:Iteration 48Q (14812.960000 sec): 3 clusters
  Score: Raw -2513611.689906 + Penalty 11227.801432 = -2502383.888474
  nChanged 5
		SP:Iteration 49Q (14813.020000 sec): 3 clusters
  Score: Raw -2513613.081768 + Penalty 11227.801432 = -2502385.280336
  nChanged 9
		SP:Iteration 50Q (14813.100000 sec): 3 clusters
  Score: Raw -2513616.559147 + Penalty 11227.801432 = -2502388.757716
  nChanged 7
		SP:Iteration 51Q (14813.160000 sec): 3 clusters
  Score: Raw -2513618.539378 + Penalty 11227.801432 = -2502390.737946
  nChanged 5
		SP:Iteration 52Q (14813.230000 sec): 3 clusters
  Score: Raw -2513619.659699 + Penalty 11227.801432 = -2502391.858268
  nChanged 3
		SP:Iteration 53Q (14813.300000 sec): 3 clusters
  Score: Raw -2513620.690429 + Penalty 11227.801432 = -2502392.888997
  nChanged 2
		SP:Iteration 54Q (14813.370000 sec): 3 clusters
  Score: Raw -2513621.156448 + Penalty 11227.801432 = -2502393.355016
  nChanged 2
		SP:Iteration 55Q (14813.440000 sec): 3 clusters
  Score: Raw -2513621.742841 + Penalty 11227.801432 = -2502393.941410
  nChanged 2
		SP:Iteration 56Q (14813.510000 sec): 3 clusters
  Score: Raw -2513622.235675 + Penalty 11227.801432 = -2502394.434243
  nChanged 3
		SP:Iteration 57Q (14813.580000 sec): 3 clusters
  Score: Raw -2513622.741835 + Penalty 11227.801432 = -2502394.940404
  nChanged 1
		SP:Iteration 58Q (14813.650000 sec): 3 clusters
  Score: Raw -2513622.927287 + Penalty 11227.801432 = -2502395.125856
  nChanged 1
		SP:Iteration 59Q (14813.720000 sec): 3 clusters
  Score: Raw -2513623.143651 + Penalty 11227.801432 = -2502395.342219
  nChanged 3
		SP:Iteration 60F (14813.790000 sec): 3 clusters
  Score: Raw -2513624.239082 + Penalty 11227.801432 = -2502396.437651
  nChanged 1
		SP:Iteration 61Q (14813.860000 sec): 3 clusters
  Score: Raw -2513624.393462 + Penalty 11227.801432 = -2502396.592031
  nChanged 0
		SP:Iteration 62F (14813.940000 sec): 3 clusters
  Score: Raw -2513624.393462 + Penalty 11227.801432 = -2502396.592031
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 3 (9913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14814.000000 sec): 2 clusters
  Score: Raw -2513009.801184 + Penalty 5635.981412 = -2507373.819772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14814.080000 sec): 3 clusters
  Score: Raw -2508599.737450 + Penalty 11271.962825 = -2497327.774625
  nChanged 3580
		SP:Iteration 1F (14814.150000 sec): 3 clusters
  Score: Raw -2510895.097823 + Penalty 11271.962825 = -2499623.134998
  nChanged 804
		SP:Iteration 2F (14814.230000 sec): 3 clusters
  Score: Raw -2511554.307465 + Penalty 11271.962825 = -2500282.344640
  nChanged 579
		SP:Iteration 3F (14814.300000 sec): 3 clusters
  Score: Raw -2512007.498277 + Penalty 11271.962825 = -2500735.535452
  nChanged 477
		SP:Iteration 4Q (14814.370000 sec): 3 clusters
  Score: Raw -2512356.375065 + Penalty 11271.962825 = -2501084.412240
  nChanged 386
		SP:Iteration 5Q (14814.450000 sec): 3 clusters
  Score: Raw -2512644.665140 + Penalty 11271.962825 = -2501372.702315
  nChanged 351
		SP:Iteration 6Q (14814.520000 sec): 3 clusters
  Score: Raw -2512909.559198 + Penalty 11271.962825 = -2501637.596373
  nChanged 326
		SP:Iteration 7Q (14814.590000 sec): 3 clusters
  Score: Raw -2513157.996519 + Penalty 11271.962825 = -2501886.033694
  nChanged 317
		SP:Iteration 8Q (14814.660000 sec): 3 clusters
  Score: Raw -2513422.075271 + Penalty 11271.962825 = -2502150.112446
  nChanged 318
		SP:Iteration 9Q (14814.730000 sec): 3 clusters
  Score: Raw -2513727.184602 + Penalty 11271.962825 = -2502455.221777
  nChanged 314
		SP:Iteration 10Q (14814.810000 sec): 3 clusters
  Score: Raw -2514040.931799 + Penalty 11271.962825 = -2502768.968974
  nChanged 313
		SP:Iteration 11Q (14814.880000 sec): 3 clusters
  Score: Raw -2514310.771335 + Penalty 11271.962825 = -2503038.808510
  nChanged 281
		SP:Iteration 12Q (14814.950000 sec): 3 clusters
  Score: Raw -2514493.375046 + Penalty 11271.962825 = -2503221.412221
  nChanged 223
		SP:Iteration 13Q (14815.020000 sec): 3 clusters
  Score: Raw -2514618.137284 + Penalty 11271.962825 = -2503346.174459
  nChanged 172
		SP:Iteration 14Q (14815.090000 sec): 3 clusters
  Score: Raw -2514710.406965 + Penalty 11271.962825 = -2503438.444140
  nChanged 128
		SP:Iteration 15Q (14815.160000 sec): 3 clusters
  Score: Raw -2514772.743306 + Penalty 11271.962825 = -2503500.780481
  nChanged 97
		SP:Iteration 16Q (14815.230000 sec): 3 clusters
  Score: Raw -2514820.891027 + Penalty 11271.962825 = -2503548.928202
  nChanged 99
		SP:Iteration 17Q (14815.300000 sec): 3 clusters
  Score: Raw -2514873.043723 + Penalty 11271.962825 = -2503601.080898
  nChanged 94
		SP:Iteration 18Q (14815.370000 sec): 3 clusters
  Score: Raw -2514929.120723 + Penalty 11271.962825 = -2503657.157898
  nChanged 98
		SP:Iteration 19Q (14815.440000 sec): 3 clusters
  Score: Raw -2514973.344264 + Penalty 11271.962825 = -2503701.381440
  nChanged 88
		SP:Iteration 20F (14815.510000 sec): 3 clusters
  Score: Raw -2515012.531112 + Penalty 11271.962825 = -2503740.568288
  nChanged 64
		SP:Iteration 21Q (14815.580000 sec): 3 clusters
  Score: Raw -2515049.869239 + Penalty 11271.962825 = -2503777.906414
  nChanged 71
		SP:Iteration 22Q (14815.650000 sec): 3 clusters
  Score: Raw -2515091.041414 + Penalty 11271.962825 = -2503819.078589
  nChanged 71
		SP:Iteration 23Q (14815.720000 sec): 3 clusters
  Score: Raw -2515128.934448 + Penalty 11271.962825 = -2503856.971623
  nChanged 66
		SP:Iteration 24Q (14815.790000 sec): 3 clusters
  Score: Raw -2515167.207058 + Penalty 11271.962825 = -2503895.244233
  nChanged 75
		SP:Iteration 25Q (14815.860000 sec): 3 clusters
  Score: Raw -2515221.983587 + Penalty 11271.962825 = -2503950.020762
  nChanged 82
		SP:Iteration 26Q (14815.930000 sec): 3 clusters
  Score: Raw -2515278.761816 + Penalty 11271.962825 = -2504006.798991
  nChanged 60
		SP:Iteration 27Q (14816.000000 sec): 3 clusters
  Score: Raw -2515312.171106 + Penalty 11271.962825 = -2504040.208281
  nChanged 61
		SP:Iteration 28Q (14816.070000 sec): 3 clusters
  Score: Raw -2515346.026152 + Penalty 11271.962825 = -2504074.063327
  nChanged 53
		SP:Iteration 29Q (14816.130000 sec): 3 clusters
  Score: Raw -2515375.281695 + Penalty 11271.962825 = -2504103.318871
  nChanged 44
		SP:Iteration 30Q (14816.200000 sec): 3 clusters
  Score: Raw -2515398.826037 + Penalty 11271.962825 = -2504126.863212
  nChanged 42
		SP:Iteration 31Q (14816.270000 sec): 3 clusters
  Score: Raw -2515419.885374 + Penalty 11271.962825 = -2504147.922549
  nChanged 33
		SP:Iteration 32Q (14816.340000 sec): 3 clusters
  Score: Raw -2515435.578567 + Penalty 11271.962825 = -2504163.615742
  nChanged 32
		SP:Iteration 33Q (14816.410000 sec): 3 clusters
  Score: Raw -2515451.445593 + Penalty 11271.962825 = -2504179.482768
  nChanged 33
		SP:Iteration 34Q (14816.480000 sec): 3 clusters
  Score: Raw -2515466.971205 + Penalty 11271.962825 = -2504195.008380
  nChanged 29
		SP:Iteration 35Q (14816.550000 sec): 3 clusters
  Score: Raw -2515481.798745 + Penalty 11271.962825 = -2504209.835921
  nChanged 22
		SP:Iteration 36Q (14816.610000 sec): 3 clusters
  Score: Raw -2515491.370205 + Penalty 11271.962825 = -2504219.407381
  nChanged 18
		SP:Iteration 37Q (14816.680000 sec): 3 clusters
  Score: Raw -2515499.225860 + Penalty 11271.962825 = -2504227.263035
  nChanged 15
		SP:Iteration 38Q (14816.750000 sec): 3 clusters
  Score: Raw -2515504.667216 + Penalty 11271.962825 = -2504232.704391
  nChanged 13
		SP:Iteration 39Q (14816.810000 sec): 3 clusters
  Score: Raw -2515510.704129 + Penalty 11271.962825 = -2504238.741304
  nChanged 12
		SP:Iteration 40F (14816.890000 sec): 3 clusters
  Score: Raw -2515514.515271 + Penalty 11271.962825 = -2504242.552446
  nChanged 7
		SP:Iteration 41Q (14816.960000 sec): 3 clusters
  Score: Raw -2515518.622196 + Penalty 11271.962825 = -2504246.659371
  nChanged 9
		SP:Iteration 42Q (14817.030000 sec): 3 clusters
  Score: Raw -2515523.093434 + Penalty 11271.962825 = -2504251.130609
  nChanged 11
		SP:Iteration 43Q (14817.090000 sec): 3 clusters
  Score: Raw -2515527.383916 + Penalty 11271.962825 = -2504255.421091
  nChanged 10
		SP:Iteration 44Q (14817.160000 sec): 3 clusters
  Score: Raw -2515530.726613 + Penalty 11271.962825 = -2504258.763788
  nChanged 4
		SP:Iteration 45Q (14817.230000 sec): 3 clusters
  Score: Raw -2515533.021793 + Penalty 11271.962825 = -2504261.058968
  nChanged 4
		SP:Iteration 46Q (14817.290000 sec): 3 clusters
  Score: Raw -2515534.513193 + Penalty 11271.962825 = -2504262.550368
  nChanged 4
		SP:Iteration 47Q (14817.360000 sec): 3 clusters
  Score: Raw -2515535.751637 + Penalty 11271.962825 = -2504263.788813
  nChanged 2
		SP:Iteration 48Q (14817.430000 sec): 3 clusters
  Score: Raw -2515536.628740 + Penalty 11271.962825 = -2504264.665915
  nChanged 3
		SP:Iteration 49Q (14817.500000 sec): 3 clusters
  Score: Raw -2515538.251427 + Penalty 11271.962825 = -2504266.288602
  nChanged 4
		SP:Iteration 50Q (14817.570000 sec): 3 clusters
  Score: Raw -2515539.452379 + Penalty 11271.962825 = -2504267.489554
  nChanged 1
		SP:Iteration 51Q (14817.630000 sec): 3 clusters
  Score: Raw -2515539.816990 + Penalty 11271.962825 = -2504267.854166
  nChanged 0
		SP:Iteration 52F (14817.710000 sec): 3 clusters
  Score: Raw -2515539.816990 + Penalty 11271.962825 = -2504267.854166
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 4 (87181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14818.290000 sec): 2 clusters
  Score: Raw -23161923.731632 + Penalty 6967.641789 = -23154956.089843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14818.950000 sec): 3 clusters
  Score: Raw -23108956.717690 + Penalty 13935.283578 = -23095021.434112
  nChanged 39516
		SP:Iteration 1F (14819.620000 sec): 3 clusters
  Score: Raw -23130452.350440 + Penalty 13935.283578 = -23116517.066862
  nChanged 3687
		SP:Iteration 2Q (14820.290000 sec): 3 clusters
  Score: Raw -23131472.995452 + Penalty 13935.283578 = -23117537.711875
  nChanged 3289
		SP:Iteration 3Q (14820.960000 sec): 3 clusters
  Score: Raw -23132346.134058 + Penalty 13935.283578 = -23118410.850480
  nChanged 3003
		SP:Iteration 4Q (14821.630000 sec): 3 clusters
  Score: Raw -23133118.243535 + Penalty 13935.283578 = -23119182.959957
  nChanged 2851
		SP:Iteration 5Q (14822.300000 sec): 3 clusters
  Score: Raw -23133910.434765 + Penalty 13935.283578 = -23119975.151187
  nChanged 2906
		SP:Iteration 6Q (14822.970000 sec): 3 clusters
  Score: Raw -23134827.581272 + Penalty 13935.283578 = -23120892.297694
  nChanged 3219
		SP:Iteration 7Q (14823.640000 sec): 3 clusters
  Score: Raw -23136027.627976 + Penalty 13935.283578 = -23122092.344398
  nChanged 3660
		SP:Iteration 8Q (14824.310000 sec): 3 clusters
  Score: Raw -23137523.473077 + Penalty 13935.283578 = -23123588.189500
  nChanged 3944
		SP:Iteration 9Q (14824.980000 sec): 3 clusters
  Score: Raw -23139322.205092 + Penalty 13935.283578 = -23125386.921515
  nChanged 4259
		SP:Iteration 10Q (14825.650000 sec): 3 clusters
  Score: Raw -23141477.291268 + Penalty 13935.283578 = -23127542.007690
  nChanged 4514
		SP:Iteration 11F (14826.320000 sec): 3 clusters
  Score: Raw -23143949.683054 + Penalty 13935.283578 = -23130014.399477
  nChanged 4554
		SP:Iteration 12F (14826.980000 sec): 3 clusters
  Score: Raw -23146587.892056 + Penalty 13935.283578 = -23132652.608478
  nChanged 4427
		SP:Iteration 13F (14827.650000 sec): 3 clusters
  Score: Raw -23149369.877685 + Penalty 13935.283578 = -23135434.594107
  nChanged 4282
		SP:Iteration 14Q (14828.310000 sec): 3 clusters
  Score: Raw -23152352.072766 + Penalty 13935.283578 = -23138416.789188
  nChanged 3954
		SP:Iteration 15Q (14828.980000 sec): 3 clusters
  Score: Raw -23155359.944392 + Penalty 13935.283578 = -23141424.660814
  nChanged 3368
		SP:Iteration 16Q (14829.620000 sec): 3 clusters
  Score: Raw -23158028.164322 + Penalty 13935.283578 = -23144092.880744
  nChanged 2439
		SP:Iteration 17Q (14830.260000 sec): 3 clusters
  Score: Raw -23159979.292074 + Penalty 13935.283578 = -23146044.008496
  nChanged 1513
		SP:Iteration 18Q (14830.860000 sec): 3 clusters
  Score: Raw -23161188.553121 + Penalty 13935.283578 = -23147253.269543
  nChanged 857
		SP:Iteration 19Q (14831.440000 sec): 3 clusters
  Score: Raw -23161883.033783 + Penalty 13935.283578 = -23147947.750205
  nChanged 488
		SP:Iteration 20F (14832.090000 sec): 3 clusters
  Score: Raw -23162305.397812 + Penalty 13935.283578 = -23148370.114234
  nChanged 287
		SP:Iteration 21Q (14832.610000 sec): 3 clusters
  Score: Raw -23162552.999456 + Penalty 13935.283578 = -23148617.715878
  nChanged 174
		SP:Iteration 22Q (14833.120000 sec): 3 clusters
  Score: Raw -23162696.303538 + Penalty 13935.283578 = -23148761.019960
  nChanged 116
		SP:Iteration 23Q (14833.620000 sec): 3 clusters
  Score: Raw -23162788.137500 + Penalty 13935.283578 = -23148852.853922
  nChanged 83
		SP:Iteration 24Q (14834.110000 sec): 3 clusters
  Score: Raw -23162851.771258 + Penalty 13935.283578 = -23148916.487680
  nChanged 51
		SP:Iteration 25Q (14834.600000 sec): 3 clusters
  Score: Raw -23162896.515392 + Penalty 13935.283578 = -23148961.231814
  nChanged 50
		SP:Iteration 26Q (14835.090000 sec): 3 clusters
  Score: Raw -23162930.973320 + Penalty 13935.283578 = -23148995.689742
  nChanged 28
		SP:Iteration 27Q (14835.570000 sec): 3 clusters
  Score: Raw -23162952.016031 + Penalty 13935.283578 = -23149016.732453
  nChanged 34
		SP:Iteration 28Q (14836.050000 sec): 3 clusters
  Score: Raw -23162978.972416 + Penalty 13935.283578 = -23149043.688838
  nChanged 31
		SP:Iteration 29Q (14836.540000 sec): 3 clusters
  Score: Raw -23163005.369438 + Penalty 13935.283578 = -23149070.085860
  nChanged 23
		SP:Iteration 30Q (14837.020000 sec): 3 clusters
  Score: Raw -23163022.085170 + Penalty 13935.283578 = -23149086.801592
  nChanged 11
		SP:Iteration 31Q (14837.490000 sec): 3 clusters
  Score: Raw -23163029.898870 + Penalty 13935.283578 = -23149094.615292
  nChanged 12
		SP:Iteration 32Q (14837.970000 sec): 3 clusters
  Score: Raw -23163039.239174 + Penalty 13935.283578 = -23149103.955596
  nChanged 8
		SP:Iteration 33Q (14838.450000 sec): 3 clusters
  Score: Raw -23163044.892016 + Penalty 13935.283578 = -23149109.608438
  nChanged 8
		SP:Iteration 34Q (14838.920000 sec): 3 clusters
  Score: Raw -23163051.790347 + Penalty 13935.283578 = -23149116.506769
  nChanged 3
		SP:Iteration 35Q (14839.400000 sec): 3 clusters
  Score: Raw -23163053.050656 + Penalty 13935.283578 = -23149117.767079
  nChanged 4
		SP:Iteration 36Q (14839.880000 sec): 3 clusters
  Score: Raw -23163056.529568 + Penalty 13935.283578 = -23149121.245990
  nChanged 6
		SP:Iteration 37Q (14840.360000 sec): 3 clusters
  Score: Raw -23163060.340203 + Penalty 13935.283578 = -23149125.056625
  nChanged 3
		SP:Iteration 38Q (14840.830000 sec): 3 clusters
  Score: Raw -23163062.328504 + Penalty 13935.283578 = -23149127.044927
  nChanged 5
		SP:Iteration 39Q (14841.310000 sec): 3 clusters
  Score: Raw -23163066.574562 + Penalty 13935.283578 = -23149131.290984
  nChanged 2
		SP:Iteration 40F (14841.970000 sec): 3 clusters
  Score: Raw -23163068.221165 + Penalty 13935.283578 = -23149132.937587
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 5 (10909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14842.080000 sec): 2 clusters
  Score: Raw -2851267.887428 + Penalty 5694.622842 = -2845573.264586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14842.170000 sec): 3 clusters
  Score: Raw -2846231.010313 + Penalty 11389.245684 = -2834841.764629
  nChanged 4032
		SP:Iteration 1F (14842.250000 sec): 3 clusters
  Score: Raw -2848661.478380 + Penalty 11389.245684 = -2837272.232696
  nChanged 989
		SP:Iteration 2F (14842.330000 sec): 3 clusters
  Score: Raw -2849427.742440 + Penalty 11389.245684 = -2838038.496756
  nChanged 705
		SP:Iteration 3F (14842.410000 sec): 3 clusters
  Score: Raw -2849961.648240 + Penalty 11389.245684 = -2838572.402556
  nChanged 567
		SP:Iteration 4F (14842.490000 sec): 3 clusters
  Score: Raw -2850446.065393 + Penalty 11389.245684 = -2839056.819709
  nChanged 578
		SP:Iteration 5F (14842.570000 sec): 3 clusters
  Score: Raw -2850949.730915 + Penalty 11389.245684 = -2839560.485231
  nChanged 487
		SP:Iteration 6Q (14842.660000 sec): 3 clusters
  Score: Raw -2851407.577081 + Penalty 11389.245684 = -2840018.331397
  nChanged 480
		SP:Iteration 7Q (14842.740000 sec): 3 clusters
  Score: Raw -2851826.983289 + Penalty 11389.245684 = -2840437.737605
  nChanged 417
		SP:Iteration 8Q (14842.820000 sec): 3 clusters
  Score: Raw -2852163.735441 + Penalty 11389.245684 = -2840774.489757
  nChanged 333
		SP:Iteration 9Q (14842.900000 sec): 3 clusters
  Score: Raw -2852386.036258 + Penalty 11389.245684 = -2840996.790573
  nChanged 260
		SP:Iteration 10Q (14842.970000 sec): 3 clusters
  Score: Raw -2852561.412278 + Penalty 11389.245684 = -2841172.166594
  nChanged 215
		SP:Iteration 11Q (14843.050000 sec): 3 clusters
  Score: Raw -2852716.042094 + Penalty 11389.245684 = -2841326.796410
  nChanged 205
		SP:Iteration 12Q (14843.130000 sec): 3 clusters
  Score: Raw -2852850.248872 + Penalty 11389.245684 = -2841461.003187
  nChanged 188
		SP:Iteration 13Q (14843.210000 sec): 3 clusters
  Score: Raw -2852983.832005 + Penalty 11389.245684 = -2841594.586321
  nChanged 180
		SP:Iteration 14Q (14843.280000 sec): 3 clusters
  Score: Raw -2853106.155415 + Penalty 11389.245684 = -2841716.909731
  nChanged 187
		SP:Iteration 15Q (14843.360000 sec): 3 clusters
  Score: Raw -2853260.210861 + Penalty 11389.245684 = -2841870.965177
  nChanged 185
		SP:Iteration 16Q (14843.440000 sec): 3 clusters
  Score: Raw -2853419.519332 + Penalty 11389.245684 = -2842030.273648
  nChanged 192
		SP:Iteration 17Q (14843.510000 sec): 3 clusters
  Score: Raw -2853594.398504 + Penalty 11389.245684 = -2842205.152820
  nChanged 195
		SP:Iteration 18Q (14843.590000 sec): 3 clusters
  Score: Raw -2853744.415653 + Penalty 11389.245684 = -2842355.169969
  nChanged 150
		SP:Iteration 19Q (14843.660000 sec): 3 clusters
  Score: Raw -2853849.148963 + Penalty 11389.245684 = -2842459.903279
  nChanged 119
		SP:Iteration 20F (14843.740000 sec): 3 clusters
  Score: Raw -2853922.079626 + Penalty 11389.245684 = -2842532.833942
  nChanged 103
		SP:Iteration 21Q (14843.820000 sec): 3 clusters
  Score: Raw -2853973.330613 + Penalty 11389.245684 = -2842584.084928
  nChanged 64
		SP:Iteration 22Q (14843.890000 sec): 3 clusters
  Score: Raw -2853998.419642 + Penalty 11389.245684 = -2842609.173958
  nChanged 53
		SP:Iteration 23Q (14843.960000 sec): 3 clusters
  Score: Raw -2854019.513254 + Penalty 11389.245684 = -2842630.267570
  nChanged 41
		SP:Iteration 24Q (14844.030000 sec): 3 clusters
  Score: Raw -2854037.248984 + Penalty 11389.245684 = -2842648.003300
  nChanged 41
		SP:Iteration 25Q (14844.100000 sec): 3 clusters
  Score: Raw -2854055.549845 + Penalty 11389.245684 = -2842666.304161
  nChanged 34
		SP:Iteration 26Q (14844.180000 sec): 3 clusters
  Score: Raw -2854067.638299 + Penalty 11389.245684 = -2842678.392615
  nChanged 21
		SP:Iteration 27Q (14844.250000 sec): 3 clusters
  Score: Raw -2854075.217800 + Penalty 11389.245684 = -2842685.972116
  nChanged 12
		SP:Iteration 28Q (14844.330000 sec): 3 clusters
  Score: Raw -2854079.572555 + Penalty 11389.245684 = -2842690.326871
  nChanged 11
		SP:Iteration 29Q (14844.400000 sec): 3 clusters
  Score: Raw -2854083.098268 + Penalty 11389.245684 = -2842693.852584
  nChanged 11
		SP:Iteration 30Q (14844.470000 sec): 3 clusters
  Score: Raw -2854086.507281 + Penalty 11389.245684 = -2842697.261597
  nChanged 7
		SP:Iteration 31Q (14844.540000 sec): 3 clusters
  Score: Raw -2854089.021441 + Penalty 11389.245684 = -2842699.775757
  nChanged 8
		SP:Iteration 32Q (14844.610000 sec): 3 clusters
  Score: Raw -2854091.193471 + Penalty 11389.245684 = -2842701.947787
  nChanged 3
		SP:Iteration 33Q (14844.680000 sec): 3 clusters
  Score: Raw -2854091.961524 + Penalty 11389.245684 = -2842702.715840
  nChanged 3
		SP:Iteration 34Q (14844.750000 sec): 3 clusters
  Score: Raw -2854092.797295 + Penalty 11389.245684 = -2842703.551611
  nChanged 1
		SP:Iteration 35Q (14844.830000 sec): 3 clusters
  Score: Raw -2854093.092182 + Penalty 11389.245684 = -2842703.846498
  nChanged 0
		SP:Iteration 36F (14844.910000 sec): 3 clusters
  Score: Raw -2854093.092182 + Penalty 11389.245684 = -2842703.846498
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 6 (35390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14845.150000 sec): 2 clusters
  Score: Raw -9441103.711259 + Penalty 6415.438051 = -9434688.273208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14845.420000 sec): 3 clusters
  Score: Raw -9421321.470683 + Penalty 12830.876102 = -9408490.594581
  nChanged 15079
		SP:Iteration 1F (14845.690000 sec): 3 clusters
  Score: Raw -9429284.992607 + Penalty 12830.876102 = -9416454.116505
  nChanged 2009
		SP:Iteration 2F (14845.960000 sec): 3 clusters
  Score: Raw -9430071.632556 + Penalty 12830.876102 = -9417240.756454
  nChanged 1545
		SP:Iteration 3Q (14846.230000 sec): 3 clusters
  Score: Raw -9430603.900939 + Penalty 12830.876102 = -9417773.024837
  nChanged 1272
		SP:Iteration 4Q (14846.500000 sec): 3 clusters
  Score: Raw -9431020.603532 + Penalty 12830.876102 = -9418189.727430
  nChanged 1114
		SP:Iteration 5Q (14846.770000 sec): 3 clusters
  Score: Raw -9431362.178358 + Penalty 12830.876102 = -9418531.302255
  nChanged 996
		SP:Iteration 6Q (14847.050000 sec): 3 clusters
  Score: Raw -9431651.204845 + Penalty 12830.876102 = -9418820.328742
  nChanged 878
		SP:Iteration 7Q (14847.320000 sec): 3 clusters
  Score: Raw -9431899.277316 + Penalty 12830.876102 = -9419068.401214
  nChanged 839
		SP:Iteration 8Q (14847.590000 sec): 3 clusters
  Score: Raw -9432160.479868 + Penalty 12830.876102 = -9419329.603766
  nChanged 860
		SP:Iteration 9Q (14847.860000 sec): 3 clusters
  Score: Raw -9432448.432140 + Penalty 12830.876102 = -9419617.556037
  nChanged 952
		SP:Iteration 10Q (14848.130000 sec): 3 clusters
  Score: Raw -9432790.223629 + Penalty 12830.876102 = -9419959.347527
  nChanged 1099
		SP:Iteration 11Q (14848.410000 sec): 3 clusters
  Score: Raw -9433224.579294 + Penalty 12830.876102 = -9420393.703191
  nChanged 1222
		SP:Iteration 12Q (14848.680000 sec): 3 clusters
  Score: Raw -9433799.348859 + Penalty 12830.876102 = -9420968.472757
  nChanged 1380
		SP:Iteration 13Q (14848.950000 sec): 3 clusters
  Score: Raw -9434551.644727 + Penalty 12830.876102 = -9421720.768625
  nChanged 1510
		SP:Iteration 14Q (14849.220000 sec): 3 clusters
  Score: Raw -9435449.163575 + Penalty 12830.876102 = -9422618.287473
  nChanged 1601
		SP:Iteration 15Q (14849.490000 sec): 3 clusters
  Score: Raw -9436466.178899 + Penalty 12830.876102 = -9423635.302797
  nChanged 1541
		SP:Iteration 16Q (14849.760000 sec): 3 clusters
  Score: Raw -9437554.799855 + Penalty 12830.876102 = -9424723.923753
  nChanged 1419
		SP:Iteration 17Q (14850.030000 sec): 3 clusters
  Score: Raw -9438600.616205 + Penalty 12830.876102 = -9425769.740103
  nChanged 1225
		SP:Iteration 18Q (14850.290000 sec): 3 clusters
  Score: Raw -9439519.368530 + Penalty 12830.876102 = -9426688.492428
  nChanged 955
		SP:Iteration 19Q (14850.550000 sec): 3 clusters
  Score: Raw -9440226.816017 + Penalty 12830.876102 = -9427395.939915
  nChanged 669
		SP:Iteration 20F (14850.820000 sec): 3 clusters
  Score: Raw -9440722.209206 + Penalty 12830.876102 = -9427891.333104
  nChanged 495
		SP:Iteration 21Q (14851.060000 sec): 3 clusters
  Score: Raw -9441094.806160 + Penalty 12830.876102 = -9428263.930058
  nChanged 351
		SP:Iteration 22Q (14851.300000 sec): 3 clusters
  Score: Raw -9441368.947245 + Penalty 12830.876102 = -9428538.071143
  nChanged 230
		SP:Iteration 23Q (14851.530000 sec): 3 clusters
  Score: Raw -9441555.797517 + Penalty 12830.876102 = -9428724.921415
  nChanged 173
		SP:Iteration 24Q (14851.750000 sec): 3 clusters
  Score: Raw -9441686.075356 + Penalty 12830.876102 = -9428855.199253
  nChanged 122
		SP:Iteration 25Q (14851.970000 sec): 3 clusters
  Score: Raw -9441786.298066 + Penalty 12830.876102 = -9428955.421964
  nChanged 86
		SP:Iteration 26Q (14852.190000 sec): 3 clusters
  Score: Raw -9441857.564378 + Penalty 12830.876102 = -9429026.688276
  nChanged 65
		SP:Iteration 27Q (14852.400000 sec): 3 clusters
  Score: Raw -9441903.905052 + Penalty 12830.876102 = -9429073.028949
  nChanged 38
		SP:Iteration 28Q (14852.610000 sec): 3 clusters
  Score: Raw -9441933.151322 + Penalty 12830.876102 = -9429102.275220
  nChanged 37
		SP:Iteration 29Q (14852.830000 sec): 3 clusters
  Score: Raw -9441960.127153 + Penalty 12830.876102 = -9429129.251050
  nChanged 24
		SP:Iteration 30Q (14853.030000 sec): 3 clusters
  Score: Raw -9441975.681568 + Penalty 12830.876102 = -9429144.805466
  nChanged 18
		SP:Iteration 31Q (14853.240000 sec): 3 clusters
  Score: Raw -9441990.334882 + Penalty 12830.876102 = -9429159.458780
  nChanged 19
		SP:Iteration 32Q (14853.450000 sec): 3 clusters
  Score: Raw -9442004.296566 + Penalty 12830.876102 = -9429173.420463
  nChanged 9
		SP:Iteration 33Q (14853.660000 sec): 3 clusters
  Score: Raw -9442012.089924 + Penalty 12830.876102 = -9429181.213822
  nChanged 9
		SP:Iteration 34Q (14853.870000 sec): 3 clusters
  Score: Raw -9442022.202489 + Penalty 12830.876102 = -9429191.326387
  nChanged 13
		SP:Iteration 35Q (14854.070000 sec): 3 clusters
  Score: Raw -9442033.285475 + Penalty 12830.876102 = -9429202.409373
  nChanged 9
		SP:Iteration 36Q (14854.280000 sec): 3 clusters
  Score: Raw -9442039.015532 + Penalty 12830.876102 = -9429208.139430
  nChanged 4
		SP:Iteration 37Q (14854.480000 sec): 3 clusters
  Score: Raw -9442041.442993 + Penalty 12830.876102 = -9429210.566891
  nChanged 4
		SP:Iteration 38Q (14854.690000 sec): 3 clusters
  Score: Raw -9442044.475243 + Penalty 12830.876102 = -9429213.599140
  nChanged 6
		SP:Iteration 39Q (14854.890000 sec): 3 clusters
  Score: Raw -9442048.979347 + Penalty 12830.876102 = -9429218.103245
  nChanged 10
		SP:Iteration 40F (14855.160000 sec): 3 clusters
  Score: Raw -9442055.699335 + Penalty 12830.876102 = -9429224.823233
  nChanged 3
		SP:Iteration 41Q (14855.370000 sec): 3 clusters
  Score: Raw -9442058.243058 + Penalty 12830.876102 = -9429227.366955
  nChanged 2
		SP:Iteration 42Q (14855.570000 sec): 3 clusters
  Score: Raw -9442059.695902 + Penalty 12830.876102 = -9429228.819800
  nChanged 3
		SP:Iteration 43Q (14855.780000 sec): 3 clusters
  Score: Raw -9442062.196540 + Penalty 12830.876102 = -9429231.320438
  nChanged 1
		SP:Iteration 44Q (14855.990000 sec): 3 clusters
  Score: Raw -9442062.868893 + Penalty 12830.876102 = -9429231.992791
  nChanged 0
		SP:Iteration 45F (14856.250000 sec): 3 clusters
  Score: Raw -9442062.868893 + Penalty 12830.876102 = -9429231.992791
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 7 (16797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14856.370000 sec): 2 clusters
  Score: Raw -4311476.973912 + Penalty 5958.985292 = -4305517.988621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14856.500000 sec): 3 clusters
  Score: Raw -4303026.873950 + Penalty 11917.970583 = -4291108.903367
  nChanged 6635
		SP:Iteration 1F (14856.630000 sec): 3 clusters
  Score: Raw -4307175.123291 + Penalty 11917.970583 = -4295257.152708
  nChanged 1399
		SP:Iteration 2F (14856.750000 sec): 3 clusters
  Score: Raw -4308430.707255 + Penalty 11917.970583 = -4296512.736672
  nChanged 1292
		SP:Iteration 3F (14856.880000 sec): 3 clusters
  Score: Raw -4309723.104590 + Penalty 11917.970583 = -4297805.134007
  nChanged 1214
		SP:Iteration 4F (14857.010000 sec): 3 clusters
  Score: Raw -4310956.648590 + Penalty 11917.970583 = -4299038.678007
  nChanged 1088
		SP:Iteration 5F (14857.130000 sec): 3 clusters
  Score: Raw -4311911.892869 + Penalty 11917.970583 = -4299993.922285
  nChanged 928
		SP:Iteration 6F (14857.260000 sec): 3 clusters
  Score: Raw -4312660.415618 + Penalty 11917.970583 = -4300742.445035
  nChanged 718
		SP:Iteration 7Q (14857.380000 sec): 3 clusters
  Score: Raw -4313170.182273 + Penalty 11917.970583 = -4301252.211690
  nChanged 568
		SP:Iteration 8Q (14857.510000 sec): 3 clusters
  Score: Raw -4313557.718743 + Penalty 11917.970583 = -4301639.748160
  nChanged 459
		SP:Iteration 9Q (14857.630000 sec): 3 clusters
  Score: Raw -4313848.720737 + Penalty 11917.970583 = -4301930.750154
  nChanged 390
		SP:Iteration 10Q (14857.750000 sec): 3 clusters
  Score: Raw -4314091.094937 + Penalty 11917.970583 = -4302173.124354
  nChanged 300
		SP:Iteration 11Q (14857.870000 sec): 3 clusters
  Score: Raw -4314288.130570 + Penalty 11917.970583 = -4302370.159987
  nChanged 251
		SP:Iteration 12Q (14857.990000 sec): 3 clusters
  Score: Raw -4314436.743009 + Penalty 11917.970583 = -4302518.772426
  nChanged 210
		SP:Iteration 13Q (14858.110000 sec): 3 clusters
  Score: Raw -4314537.487885 + Penalty 11917.970583 = -4302619.517302
  nChanged 167
		SP:Iteration 14Q (14858.230000 sec): 3 clusters
  Score: Raw -4314614.435499 + Penalty 11917.970583 = -4302696.464916
  nChanged 149
		SP:Iteration 15Q (14858.350000 sec): 3 clusters
  Score: Raw -4314675.364280 + Penalty 11917.970583 = -4302757.393697
  nChanged 110
		SP:Iteration 16Q (14858.460000 sec): 3 clusters
  Score: Raw -4314718.960779 + Penalty 11917.970583 = -4302800.990196
  nChanged 95
		SP:Iteration 17Q (14858.580000 sec): 3 clusters
  Score: Raw -4314760.062840 + Penalty 11917.970583 = -4302842.092257
  nChanged 86
		SP:Iteration 18Q (14858.700000 sec): 3 clusters
  Score: Raw -4314801.214324 + Penalty 11917.970583 = -4302883.243741
  nChanged 95
		SP:Iteration 19Q (14858.820000 sec): 3 clusters
  Score: Raw -4314840.014288 + Penalty 11917.970583 = -4302922.043705
  nChanged 68
		SP:Iteration 20F (14858.940000 sec): 3 clusters
  Score: Raw -4314866.604516 + Penalty 11917.970583 = -4302948.633932
  nChanged 71
		SP:Iteration 21Q (14859.060000 sec): 3 clusters
  Score: Raw -4314892.930364 + Penalty 11917.970583 = -4302974.959781
  nChanged 66
		SP:Iteration 22Q (14859.180000 sec): 3 clusters
  Score: Raw -4314916.177245 + Penalty 11917.970583 = -4302998.206662
  nChanged 50
		SP:Iteration 23Q (14859.290000 sec): 3 clusters
  Score: Raw -4314933.135895 + Penalty 11917.970583 = -4303015.165312
  nChanged 38
		SP:Iteration 24Q (14859.410000 sec): 3 clusters
  Score: Raw -4314947.026787 + Penalty 11917.970583 = -4303029.056204
  nChanged 42
		SP:Iteration 25Q (14859.520000 sec): 3 clusters
  Score: Raw -4314960.516735 + Penalty 11917.970583 = -4303042.546152
  nChanged 30
		SP:Iteration 26Q (14859.640000 sec): 3 clusters
  Score: Raw -4314969.148228 + Penalty 11917.970583 = -4303051.177644
  nChanged 21
		SP:Iteration 27Q (14859.760000 sec): 3 clusters
  Score: Raw -4314974.779936 + Penalty 11917.970583 = -4303056.809353
  nChanged 14
		SP:Iteration 28Q (14859.870000 sec): 3 clusters
  Score: Raw -4314978.565714 + Penalty 11917.970583 = -4303060.595131
  nChanged 15
		SP:Iteration 29Q (14859.980000 sec): 3 clusters
  Score: Raw -4314983.190542 + Penalty 11917.970583 = -4303065.219959
  nChanged 15
		SP:Iteration 30Q (14860.100000 sec): 3 clusters
  Score: Raw -4314987.175711 + Penalty 11917.970583 = -4303069.205128
  nChanged 15
		SP:Iteration 31Q (14860.220000 sec): 3 clusters
  Score: Raw -4314991.007096 + Penalty 11917.970583 = -4303073.036513
  nChanged 13
		SP:Iteration 32Q (14860.330000 sec): 3 clusters
  Score: Raw -4314994.272388 + Penalty 11917.970583 = -4303076.301805
  nChanged 10
		SP:Iteration 33Q (14860.440000 sec): 3 clusters
  Score: Raw -4314996.933758 + Penalty 11917.970583 = -4303078.963175
  nChanged 13
		SP:Iteration 34Q (14860.560000 sec): 3 clusters
  Score: Raw -4315000.218898 + Penalty 11917.970583 = -4303082.248315
  nChanged 6
		SP:Iteration 35Q (14860.670000 sec): 3 clusters
  Score: Raw -4315001.947349 + Penalty 11917.970583 = -4303083.976766
  nChanged 4
		SP:Iteration 36Q (14860.790000 sec): 3 clusters
  Score: Raw -4315002.720730 + Penalty 11917.970583 = -4303084.750147
  nChanged 3
		SP:Iteration 37Q (14860.900000 sec): 3 clusters
  Score: Raw -4315003.377217 + Penalty 11917.970583 = -4303085.406634
  nChanged 5
		SP:Iteration 38Q (14861.020000 sec): 3 clusters
  Score: Raw -4315004.466581 + Penalty 11917.970583 = -4303086.495998
  nChanged 6
		SP:Iteration 39Q (14861.130000 sec): 3 clusters
  Score: Raw -4315005.856185 + Penalty 11917.970583 = -4303087.885602
  nChanged 2
		SP:Iteration 40F (14861.260000 sec): 3 clusters
  Score: Raw -4315006.277957 + Penalty 11917.970583 = -4303088.307373
  nChanged 2
		SP:Iteration 41Q (14861.370000 sec): 3 clusters
  Score: Raw -4315006.644167 + Penalty 11917.970583 = -4303088.673584
  nChanged 4
		SP:Iteration 42Q (14861.490000 sec): 3 clusters
  Score: Raw -4315007.749781 + Penalty 11917.970583 = -4303089.779198
  nChanged 4
		SP:Iteration 43Q (14861.600000 sec): 3 clusters
  Score: Raw -4315008.932662 + Penalty 11917.970583 = -4303090.962079
  nChanged 4
		SP:Iteration 44Q (14861.720000 sec): 3 clusters
  Score: Raw -4315009.912298 + Penalty 11917.970583 = -4303091.941715
  nChanged 2
		SP:Iteration 45Q (14861.830000 sec): 3 clusters
  Score: Raw -4315010.280506 + Penalty 11917.970583 = -4303092.309923
  nChanged 2
		SP:Iteration 46Q (14861.950000 sec): 3 clusters
  Score: Raw -4315010.841358 + Penalty 11917.970583 = -4303092.870775
  nChanged 5
		SP:Iteration 47Q (14862.060000 sec): 3 clusters
  Score: Raw -4315012.044294 + Penalty 11917.970583 = -4303094.073711
  nChanged 3
		SP:Iteration 48Q (14862.180000 sec): 3 clusters
  Score: Raw -4315012.729643 + Penalty 11917.970583 = -4303094.759060
  nChanged 3
		SP:Iteration 49Q (14862.290000 sec): 3 clusters
  Score: Raw -4315013.206998 + Penalty 11917.970583 = -4303095.236415
  nChanged 2
		SP:Iteration 50Q (14862.400000 sec): 3 clusters
  Score: Raw -4315013.981563 + Penalty 11917.970583 = -4303096.010980
  nChanged 4
		SP:Iteration 51Q (14862.520000 sec): 3 clusters
  Score: Raw -4315015.216513 + Penalty 11917.970583 = -4303097.245930
  nChanged 5
		SP:Iteration 52Q (14862.640000 sec): 3 clusters
  Score: Raw -4315016.691406 + Penalty 11917.970583 = -4303098.720823
  nChanged 8
		SP:Iteration 53Q (14862.750000 sec): 3 clusters
  Score: Raw -4315019.261937 + Penalty 11917.970583 = -4303101.291354
  nChanged 8
		SP:Iteration 54Q (14862.860000 sec): 3 clusters
  Score: Raw -4315021.685232 + Penalty 11917.970583 = -4303103.714649
  nChanged 5
		SP:Iteration 55Q (14862.980000 sec): 3 clusters
  Score: Raw -4315023.186406 + Penalty 11917.970583 = -4303105.215823
  nChanged 4
		SP:Iteration 56Q (14863.090000 sec): 3 clusters
  Score: Raw -4315024.094346 + Penalty 11917.970583 = -4303106.123763
  nChanged 7
		SP:Iteration 57Q (14863.210000 sec): 3 clusters
  Score: Raw -4315025.914103 + Penalty 11917.970583 = -4303107.943520
  nChanged 4
		SP:Iteration 58Q (14863.320000 sec): 3 clusters
  Score: Raw -4315026.766583 + Penalty 11917.970583 = -4303108.795999
  nChanged 3
		SP:Iteration 59Q (14863.440000 sec): 3 clusters
  Score: Raw -4315027.682750 + Penalty 11917.970583 = -4303109.712167
  nChanged 4
		SP:Iteration 60F (14863.560000 sec): 3 clusters
  Score: Raw -4315028.631128 + Penalty 11917.970583 = -4303110.660545
  nChanged 8
		SP:Iteration 61Q (14863.680000 sec): 3 clusters
  Score: Raw -4315030.446881 + Penalty 11917.970583 = -4303112.476298
  nChanged 5
		SP:Iteration 62Q (14863.790000 sec): 3 clusters
  Score: Raw -4315031.966102 + Penalty 11917.970583 = -4303113.995519
  nChanged 6
		SP:Iteration 63Q (14863.900000 sec): 3 clusters
  Score: Raw -4315033.184157 + Penalty 11917.970583 = -4303115.213574
  nChanged 3
		SP:Iteration 64Q (14864.020000 sec): 3 clusters
  Score: Raw -4315033.773446 + Penalty 11917.970583 = -4303115.802863
  nChanged 2
		SP:Iteration 65Q (14864.130000 sec): 3 clusters
  Score: Raw -4315034.339367 + Penalty 11917.970583 = -4303116.368784
  nChanged 1
		SP:Iteration 66Q (14864.250000 sec): 3 clusters
  Score: Raw -4315034.455785 + Penalty 11917.970583 = -4303116.485202
  nChanged 0
		SP:Iteration 67F (14864.380000 sec): 3 clusters
  Score: Raw -4315034.455785 + Penalty 11917.970583 = -4303116.485202
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 8 (1612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14864.400000 sec): 2 clusters
  Score: Raw -414463.825813 + Penalty 4523.453940 = -409940.371873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14864.410000 sec): 3 clusters
  Score: Raw -414504.030467 + Penalty 9046.907881 = -405457.122586
  nChanged 369
		SP:Iteration 1F (14864.420000 sec): 3 clusters
  Score: Raw -415224.545615 + Penalty 9046.907881 = -406177.637735
  nChanged 144
		SP:Iteration 2F (14864.440000 sec): 3 clusters
  Score: Raw -415629.841035 + Penalty 9046.907881 = -406582.933154
  nChanged 70
		SP:Iteration 3Q (14864.450000 sec): 3 clusters
  Score: Raw -415886.257167 + Penalty 9046.907881 = -406839.349286
  nChanged 52
		SP:Iteration 4Q (14864.460000 sec): 3 clusters
  Score: Raw -415994.826452 + Penalty 9046.907881 = -406947.918571
  nChanged 41
		SP:Iteration 5Q (14864.470000 sec): 3 clusters
  Score: Raw -416077.558366 + Penalty 9046.907881 = -407030.650485
  nChanged 55
		SP:Iteration 6Q (14864.480000 sec): 3 clusters
  Score: Raw -416232.741300 + Penalty 9046.907881 = -407185.833419
  nChanged 79
		SP:Iteration 7Q (14864.490000 sec): 3 clusters
  Score: Raw -416456.364520 + Penalty 9046.907881 = -407409.456639
  nChanged 65
		SP:Iteration 8Q (14864.500000 sec): 3 clusters
  Score: Raw -416626.847778 + Penalty 9046.907881 = -407579.939897
  nChanged 42
		SP:Iteration 9Q (14864.510000 sec): 3 clusters
  Score: Raw -416793.858948 + Penalty 9046.907881 = -407746.951068
  nChanged 35
		SP:Iteration 10Q (14864.520000 sec): 3 clusters
  Score: Raw -416920.377023 + Penalty 9046.907881 = -407873.469142
  nChanged 21
		SP:Iteration 11Q (14864.530000 sec): 3 clusters
  Score: Raw -416965.807145 + Penalty 9046.907881 = -407918.899264
  nChanged 13
		SP:Iteration 12Q (14864.540000 sec): 3 clusters
  Score: Raw -417011.859521 + Penalty 9046.907881 = -407964.951640
  nChanged 13
		SP:Iteration 13Q (14864.550000 sec): 3 clusters
  Score: Raw -417046.179708 + Penalty 9046.907881 = -407999.271827
  nChanged 10
		SP:Iteration 14Q (14864.560000 sec): 3 clusters
  Score: Raw -417074.219275 + Penalty 9046.907881 = -408027.311395
  nChanged 8
		SP:Iteration 15Q (14864.570000 sec): 3 clusters
  Score: Raw -417100.652849 + Penalty 9046.907881 = -408053.744968
  nChanged 7
		SP:Iteration 16Q (14864.580000 sec): 3 clusters
  Score: Raw -417121.767275 + Penalty 9046.907881 = -408074.859394
  nChanged 6
		SP:Iteration 17Q (14864.590000 sec): 3 clusters
  Score: Raw -417137.414961 + Penalty 9046.907881 = -408090.507080
  nChanged 7
		SP:Iteration 18Q (14864.600000 sec): 3 clusters
  Score: Raw -417155.000100 + Penalty 9046.907881 = -408108.092219
  nChanged 2
		SP:Iteration 19Q (14864.610000 sec): 3 clusters
  Score: Raw -417160.813528 + Penalty 9046.907881 = -408113.905647
  nChanged 2
		SP:Iteration 20F (14864.620000 sec): 3 clusters
  Score: Raw -417165.681243 + Penalty 9046.907881 = -408118.773363
  nChanged 2
		SP:Iteration 21Q (14864.630000 sec): 3 clusters
  Score: Raw -417171.171556 + Penalty 9046.907881 = -408124.263676
  nChanged 1
		SP:Iteration 22Q (14864.640000 sec): 3 clusters
  Score: Raw -417173.805008 + Penalty 9046.907881 = -408126.897127
  nChanged 2
		SP:Iteration 23Q (14864.650000 sec): 3 clusters
  Score: Raw -417182.206388 + Penalty 9046.907881 = -408135.298507
  nChanged 5
		SP:Iteration 24Q (14864.660000 sec): 3 clusters
  Score: Raw -417196.899695 + Penalty 9046.907881 = -408149.991814
  nChanged 2
		SP:Iteration 25Q (14864.670000 sec): 3 clusters
  Score: Raw -417202.434097 + Penalty 9046.907881 = -408155.526216
  nChanged 2
		SP:Iteration 26Q (14864.680000 sec): 3 clusters
  Score: Raw -417206.562766 + Penalty 9046.907881 = -408159.654885
  nChanged 2
		SP:Iteration 27Q (14864.690000 sec): 3 clusters
  Score: Raw -417213.294023 + Penalty 9046.907881 = -408166.386142
  nChanged 1
		SP:Iteration 28Q (14864.700000 sec): 3 clusters
  Score: Raw -417214.981119 + Penalty 9046.907881 = -408168.073238
  nChanged 0
		SP:Iteration 29F (14864.710000 sec): 3 clusters
  Score: Raw -417214.981119 + Penalty 9046.907881 = -408168.073238
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 9 (3655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14864.740000 sec): 2 clusters
  Score: Raw -896584.535263 + Penalty 5024.858965 = -891559.676297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14864.770000 sec): 3 clusters
  Score: Raw -895606.367879 + Penalty 10049.717931 = -885556.649948
  nChanged 1039
		SP:Iteration 1F (14864.800000 sec): 3 clusters
  Score: Raw -896690.475517 + Penalty 10049.717931 = -886640.757587
  nChanged 319
		SP:Iteration 2F (14864.820000 sec): 3 clusters
  Score: Raw -897177.906995 + Penalty 10049.717931 = -887128.189064
  nChanged 198
		SP:Iteration 3F (14864.850000 sec): 3 clusters
  Score: Raw -897574.908341 + Penalty 10049.717931 = -887525.190410
  nChanged 171
		SP:Iteration 4Q (14864.880000 sec): 3 clusters
  Score: Raw -897904.128150 + Penalty 10049.717931 = -887854.410219
  nChanged 150
		SP:Iteration 5Q (14864.900000 sec): 3 clusters
  Score: Raw -898204.830605 + Penalty 10049.717931 = -888155.112674
  nChanged 141
		SP:Iteration 6Q (14864.930000 sec): 3 clusters
  Score: Raw -898382.759324 + Penalty 10049.717931 = -888333.041393
  nChanged 101
		SP:Iteration 7Q (14864.950000 sec): 3 clusters
  Score: Raw -898509.237227 + Penalty 10049.717931 = -888459.519296
  nChanged 84
		SP:Iteration 8Q (14864.980000 sec): 3 clusters
  Score: Raw -898609.130121 + Penalty 10049.717931 = -888559.412190
  nChanged 87
		SP:Iteration 9Q (14865.000000 sec): 3 clusters
  Score: Raw -898717.628490 + Penalty 10049.717931 = -888667.910559
  nChanged 82
		SP:Iteration 10Q (14865.030000 sec): 3 clusters
  Score: Raw -898801.199922 + Penalty 10049.717931 = -888751.481991
  nChanged 45
		SP:Iteration 11Q (14865.050000 sec): 3 clusters
  Score: Raw -898850.343095 + Penalty 10049.717931 = -888800.625164
  nChanged 36
		SP:Iteration 12Q (14865.080000 sec): 3 clusters
  Score: Raw -898884.181560 + Penalty 10049.717931 = -888834.463629
  nChanged 25
		SP:Iteration 13Q (14865.100000 sec): 3 clusters
  Score: Raw -898906.945426 + Penalty 10049.717931 = -888857.227495
  nChanged 21
		SP:Iteration 14Q (14865.120000 sec): 3 clusters
  Score: Raw -898927.396997 + Penalty 10049.717931 = -888877.679066
  nChanged 20
		SP:Iteration 15Q (14865.150000 sec): 3 clusters
  Score: Raw -898948.642293 + Penalty 10049.717931 = -888898.924362
  nChanged 15
		SP:Iteration 16Q (14865.170000 sec): 3 clusters
  Score: Raw -898961.644557 + Penalty 10049.717931 = -888911.926626
  nChanged 8
		SP:Iteration 17Q (14865.200000 sec): 3 clusters
  Score: Raw -898968.294320 + Penalty 10049.717931 = -888918.576389
  nChanged 8
		SP:Iteration 18Q (14865.220000 sec): 3 clusters
  Score: Raw -898973.070221 + Penalty 10049.717931 = -888923.352290
  nChanged 3
		SP:Iteration 19Q (14865.250000 sec): 3 clusters
  Score: Raw -898975.326920 + Penalty 10049.717931 = -888925.608989
  nChanged 3
		SP:Iteration 20F (14865.280000 sec): 3 clusters
  Score: Raw -898977.387848 + Penalty 10049.717931 = -888927.669917
  nChanged 5
		SP:Iteration 21Q (14865.300000 sec): 3 clusters
  Score: Raw -898980.331930 + Penalty 10049.717931 = -888930.614000
  nChanged 5
		SP:Iteration 22Q (14865.320000 sec): 3 clusters
  Score: Raw -898984.757925 + Penalty 10049.717931 = -888935.039994
  nChanged 5
		SP:Iteration 23Q (14865.350000 sec): 3 clusters
  Score: Raw -898988.526083 + Penalty 10049.717931 = -888938.808152
  nChanged 4
		SP:Iteration 24Q (14865.370000 sec): 3 clusters
  Score: Raw -898992.316634 + Penalty 10049.717931 = -888942.598703
  nChanged 3
		SP:Iteration 25Q (14865.400000 sec): 3 clusters
  Score: Raw -898994.167784 + Penalty 10049.717931 = -888944.449854
  nChanged 1
		SP:Iteration 26Q (14865.420000 sec): 3 clusters
  Score: Raw -898994.889831 + Penalty 10049.717931 = -888945.171901
  nChanged 0
		SP:Iteration 27F (14865.450000 sec): 3 clusters
  Score: Raw -898994.889831 + Penalty 10049.717931 = -888945.171901
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 10 (70823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14865.930000 sec): 2 clusters
  Score: Raw -18961276.743922 + Penalty 6840.362690 = -18954436.381232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14866.470000 sec): 3 clusters
  Score: Raw -18919006.353386 + Penalty 13680.725380 = -18905325.628006
  nChanged 31657
		SP:Iteration 1F (14867.010000 sec): 3 clusters
  Score: Raw -18936338.359612 + Penalty 13680.725380 = -18922657.634232
  nChanged 3349
		SP:Iteration 2Q (14867.560000 sec): 3 clusters
  Score: Raw -18937501.822502 + Penalty 13680.725380 = -18923821.097122
  nChanged 3153
		SP:Iteration 3Q (14868.100000 sec): 3 clusters
  Score: Raw -18938690.339912 + Penalty 13680.725380 = -18925009.614532
  nChanged 3223
		SP:Iteration 4Q (14868.650000 sec): 3 clusters
  Score: Raw -18940087.286976 + Penalty 13680.725380 = -18926406.561596
  nChanged 3593
		SP:Iteration 5F (14869.190000 sec): 3 clusters
  Score: Raw -18941898.232641 + Penalty 13680.725380 = -18928217.507261
  nChanged 4017
		SP:Iteration 6F (14869.730000 sec): 3 clusters
  Score: Raw -18944188.839895 + Penalty 13680.725380 = -18930508.114515
  nChanged 4357
		SP:Iteration 7F (14870.270000 sec): 3 clusters
  Score: Raw -18946948.162295 + Penalty 13680.725380 = -18933267.436915
  nChanged 4520
		SP:Iteration 8F (14870.800000 sec): 3 clusters
  Score: Raw -18949888.288498 + Penalty 13680.725380 = -18936207.563118
  nChanged 4057
		SP:Iteration 9F (14871.340000 sec): 3 clusters
  Score: Raw -18952475.036839 + Penalty 13680.725380 = -18938794.311459
  nChanged 3407
		SP:Iteration 10Q (14871.880000 sec): 3 clusters
  Score: Raw -18954591.768274 + Penalty 13680.725380 = -18940911.042894
  nChanged 2818
		SP:Iteration 11Q (14872.420000 sec): 3 clusters
  Score: Raw -18956365.539909 + Penalty 13680.725380 = -18942684.814529
  nChanged 2317
		SP:Iteration 12Q (14872.950000 sec): 3 clusters
  Score: Raw -18957950.145651 + Penalty 13680.725380 = -18944269.420271
  nChanged 1924
		SP:Iteration 13Q (14873.480000 sec): 3 clusters
  Score: Raw -18959239.289766 + Penalty 13680.725380 = -18945558.564386
  nChanged 1475
		SP:Iteration 14Q (14873.990000 sec): 3 clusters
  Score: Raw -18960235.232602 + Penalty 13680.725380 = -18946554.507222
  nChanged 1145
		SP:Iteration 15Q (14874.480000 sec): 3 clusters
  Score: Raw -18960972.425215 + Penalty 13680.725380 = -18947291.699835
  nChanged 900
		SP:Iteration 16Q (14874.960000 sec): 3 clusters
  Score: Raw -18961523.504467 + Penalty 13680.725380 = -18947842.779087
  nChanged 748
		SP:Iteration 17Q (14875.410000 sec): 3 clusters
  Score: Raw -18961977.177348 + Penalty 13680.725380 = -18948296.451968
  nChanged 592
		SP:Iteration 18Q (14875.860000 sec): 3 clusters
  Score: Raw -18962309.013012 + Penalty 13680.725380 = -18948628.287633
  nChanged 501
		SP:Iteration 19Q (14876.290000 sec): 3 clusters
  Score: Raw -18962585.450661 + Penalty 13680.725380 = -18948904.725281
  nChanged 419
		SP:Iteration 20F (14876.820000 sec): 3 clusters
  Score: Raw -18962808.880289 + Penalty 13680.725380 = -18949128.154909
  nChanged 346
		SP:Iteration 21Q (14877.240000 sec): 3 clusters
  Score: Raw -18962982.246771 + Penalty 13680.725380 = -18949301.521391
  nChanged 283
		SP:Iteration 22Q (14877.650000 sec): 3 clusters
  Score: Raw -18963115.505568 + Penalty 13680.725380 = -18949434.780188
  nChanged 259
		SP:Iteration 23Q (14878.060000 sec): 3 clusters
  Score: Raw -18963243.327707 + Penalty 13680.725380 = -18949562.602327
  nChanged 236
		SP:Iteration 24Q (14878.470000 sec): 3 clusters
  Score: Raw -18963356.022037 + Penalty 13680.725380 = -18949675.296657
  nChanged 185
		SP:Iteration 25Q (14878.870000 sec): 3 clusters
  Score: Raw -18963439.210561 + Penalty 13680.725380 = -18949758.485181
  nChanged 162
		SP:Iteration 26Q (14879.270000 sec): 3 clusters
  Score: Raw -18963502.208840 + Penalty 13680.725380 = -18949821.483460
  nChanged 145
		SP:Iteration 27Q (14879.670000 sec): 3 clusters
  Score: Raw -18963554.370898 + Penalty 13680.725380 = -18949873.645518
  nChanged 129
		SP:Iteration 28Q (14880.070000 sec): 3 clusters
  Score: Raw -18963605.931284 + Penalty 13680.725380 = -18949925.205904
  nChanged 123
		SP:Iteration 29Q (14880.470000 sec): 3 clusters
  Score: Raw -18963655.233618 + Penalty 13680.725380 = -18949974.508238
  nChanged 101
		SP:Iteration 30Q (14880.860000 sec): 3 clusters
  Score: Raw -18963686.421184 + Penalty 13680.725380 = -18950005.695804
  nChanged 79
		SP:Iteration 31Q (14881.260000 sec): 3 clusters
  Score: Raw -18963715.352333 + Penalty 13680.725380 = -18950034.626953
  nChanged 64
		SP:Iteration 32Q (14881.650000 sec): 3 clusters
  Score: Raw -18963736.806751 + Penalty 13680.725380 = -18950056.081371
  nChanged 51
		SP:Iteration 33Q (14882.040000 sec): 3 clusters
  Score: Raw -18963752.982014 + Penalty 13680.725380 = -18950072.256634
  nChanged 39
		SP:Iteration 34Q (14882.440000 sec): 3 clusters
  Score: Raw -18963764.802765 + Penalty 13680.725380 = -18950084.077385
  nChanged 50
		SP:Iteration 35Q (14882.830000 sec): 3 clusters
  Score: Raw -18963781.026040 + Penalty 13680.725380 = -18950100.300660
  nChanged 35
		SP:Iteration 36Q (14883.220000 sec): 3 clusters
  Score: Raw -18963791.300548 + Penalty 13680.725380 = -18950110.575168
  nChanged 29
		SP:Iteration 37Q (14883.620000 sec): 3 clusters
  Score: Raw -18963798.644149 + Penalty 13680.725380 = -18950117.918769
  nChanged 17
		SP:Iteration 38Q (14884.010000 sec): 3 clusters
  Score: Raw -18963803.807614 + Penalty 13680.725380 = -18950123.082234
  nChanged 18
		SP:Iteration 39Q (14884.400000 sec): 3 clusters
  Score: Raw -18963807.929000 + Penalty 13680.725380 = -18950127.203620
  nChanged 13
		SP:Iteration 40F (14884.930000 sec): 3 clusters
  Score: Raw -18963810.938964 + Penalty 13680.725380 = -18950130.213585
  nChanged 12
		SP:Iteration 41Q (14885.320000 sec): 3 clusters
  Score: Raw -18963813.773281 + Penalty 13680.725380 = -18950133.047901
  nChanged 11
		SP:Iteration 42Q (14885.720000 sec): 3 clusters
  Score: Raw -18963817.373561 + Penalty 13680.725380 = -18950136.648181
  nChanged 16
		SP:Iteration 43Q (14886.100000 sec): 3 clusters
  Score: Raw -18963822.310225 + Penalty 13680.725380 = -18950141.584845
  nChanged 19
		SP:Iteration 44Q (14886.500000 sec): 3 clusters
  Score: Raw -18963826.961159 + Penalty 13680.725380 = -18950146.235779
  nChanged 15
		SP:Iteration 45Q (14886.890000 sec): 3 clusters
  Score: Raw -18963831.004187 + Penalty 13680.725380 = -18950150.278807
  nChanged 15
		SP:Iteration 46Q (14887.280000 sec): 3 clusters
  Score: Raw -18963835.625831 + Penalty 13680.725380 = -18950154.900451
  nChanged 14
		SP:Iteration 47Q (14887.660000 sec): 3 clusters
  Score: Raw -18963839.330532 + Penalty 13680.725380 = -18950158.605152
  nChanged 12
		SP:Iteration 48Q (14888.060000 sec): 3 clusters
  Score: Raw -18963842.994159 + Penalty 13680.725380 = -18950162.268779
  nChanged 15
		SP:Iteration 49Q (14888.440000 sec): 3 clusters
  Score: Raw -18963847.327852 + Penalty 13680.725380 = -18950166.602472
  nChanged 18
		SP:Iteration 50Q (14888.840000 sec): 3 clusters
  Score: Raw -18963851.766493 + Penalty 13680.725380 = -18950171.041114
  nChanged 9
		SP:Iteration 51Q (14889.220000 sec): 3 clusters
  Score: Raw -18963854.746495 + Penalty 13680.725380 = -18950174.021115
  nChanged 10
		SP:Iteration 52Q (14889.620000 sec): 3 clusters
  Score: Raw -18963857.156838 + Penalty 13680.725380 = -18950176.431458
  nChanged 7
		SP:Iteration 53Q (14890.010000 sec): 3 clusters
  Score: Raw -18963858.816337 + Penalty 13680.725380 = -18950178.090957
  nChanged 6
		SP:Iteration 54Q (14890.400000 sec): 3 clusters
  Score: Raw -18963860.607653 + Penalty 13680.725380 = -18950179.882273
  nChanged 10
		SP:Iteration 55Q (14890.790000 sec): 3 clusters
  Score: Raw -18963863.118570 + Penalty 13680.725380 = -18950182.393190
  nChanged 9
		SP:Iteration 56Q (14891.170000 sec): 3 clusters
  Score: Raw -18963865.147018 + Penalty 13680.725380 = -18950184.421638
  nChanged 4
		SP:Iteration 57Q (14891.560000 sec): 3 clusters
  Score: Raw -18963866.146810 + Penalty 13680.725380 = -18950185.421430
  nChanged 1
		SP:Iteration 58Q (14891.950000 sec): 3 clusters
  Score: Raw -18963866.233752 + Penalty 13680.725380 = -18950185.508372
  nChanged 0
		SP:Iteration 59F (14892.480000 sec): 3 clusters
  Score: Raw -18963866.233752 + Penalty 13680.725380 = -18950185.508372
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 11 (57570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14892.850000 sec): 2 clusters
  Score: Raw -15359084.595779 + Penalty 6713.463588 = -15352371.132191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14893.290000 sec): 3 clusters
  Score: Raw -15325250.883780 + Penalty 13426.927175 = -15311823.956604
  nChanged 25662
		SP:Iteration 1F (14893.730000 sec): 3 clusters
  Score: Raw -15338881.337777 + Penalty 13426.927175 = -15325454.410602
  nChanged 2927
		SP:Iteration 2F (14894.170000 sec): 3 clusters
  Score: Raw -15339882.778574 + Penalty 13426.927175 = -15326455.851399
  nChanged 2450
		SP:Iteration 3Q (14894.610000 sec): 3 clusters
  Score: Raw -15340708.750094 + Penalty 13426.927175 = -15327281.822919
  nChanged 2289
		SP:Iteration 4Q (14895.050000 sec): 3 clusters
  Score: Raw -15341472.587709 + Penalty 13426.927175 = -15328045.660534
  nChanged 2148
		SP:Iteration 5Q (14895.490000 sec): 3 clusters
  Score: Raw -15342222.653426 + Penalty 13426.927175 = -15328795.726251
  nChanged 2214
		SP:Iteration 6Q (14895.930000 sec): 3 clusters
  Score: Raw -15343052.618019 + Penalty 13426.927175 = -15329625.690844
  nChanged 2291
		SP:Iteration 7Q (14896.380000 sec): 3 clusters
  Score: Raw -15343925.984034 + Penalty 13426.927175 = -15330499.056859
  nChanged 2355
		SP:Iteration 8Q (14896.820000 sec): 3 clusters
  Score: Raw -15344895.147616 + Penalty 13426.927175 = -15331468.220441
  nChanged 2417
		SP:Iteration 9Q (14897.260000 sec): 3 clusters
  Score: Raw -15345918.149545 + Penalty 13426.927175 = -15332491.222369
  nChanged 2361
		SP:Iteration 10Q (14897.700000 sec): 3 clusters
  Score: Raw -15346928.761586 + Penalty 13426.927175 = -15333501.834411
  nChanged 2326
		SP:Iteration 11Q (14898.140000 sec): 3 clusters
  Score: Raw -15347903.783031 + Penalty 13426.927175 = -15334476.855855
  nChanged 2198
		SP:Iteration 12Q (14898.580000 sec): 3 clusters
  Score: Raw -15348788.740988 + Penalty 13426.927175 = -15335361.813812
  nChanged 1981
		SP:Iteration 13Q (14899.020000 sec): 3 clusters
  Score: Raw -15349516.336911 + Penalty 13426.927175 = -15336089.409736
  nChanged 1762
		SP:Iteration 14Q (14899.460000 sec): 3 clusters
  Score: Raw -15350146.308936 + Penalty 13426.927175 = -15336719.381761
  nChanged 1574
		SP:Iteration 15Q (14899.890000 sec): 3 clusters
  Score: Raw -15350683.521287 + Penalty 13426.927175 = -15337256.594112
  nChanged 1421
		SP:Iteration 16Q (14900.330000 sec): 3 clusters
  Score: Raw -15351179.455243 + Penalty 13426.927175 = -15337752.528067
  nChanged 1392
		SP:Iteration 17Q (14900.770000 sec): 3 clusters
  Score: Raw -15351680.893985 + Penalty 13426.927175 = -15338253.966810
  nChanged 1311
		SP:Iteration 18Q (14901.210000 sec): 3 clusters
  Score: Raw -15352162.536511 + Penalty 13426.927175 = -15338735.609336
  nChanged 1278
		SP:Iteration 19Q (14901.650000 sec): 3 clusters
  Score: Raw -15352673.877506 + Penalty 13426.927175 = -15339246.950331
  nChanged 1337
		SP:Iteration 20F (14902.090000 sec): 3 clusters
  Score: Raw -15353228.084295 + Penalty 13426.927175 = -15339801.157120
  nChanged 1361
		SP:Iteration 21Q (14902.530000 sec): 3 clusters
  Score: Raw -15353849.160464 + Penalty 13426.927175 = -15340422.233289
  nChanged 1369
		SP:Iteration 22Q (14902.960000 sec): 3 clusters
  Score: Raw -15354553.516456 + Penalty 13426.927175 = -15341126.589281
  nChanged 1417
		SP:Iteration 23Q (14903.400000 sec): 3 clusters
  Score: Raw -15355340.300888 + Penalty 13426.927175 = -15341913.373712
  nChanged 1377
		SP:Iteration 24Q (14903.830000 sec): 3 clusters
  Score: Raw -15356196.880026 + Penalty 13426.927175 = -15342769.952850
  nChanged 1276
		SP:Iteration 25Q (14904.270000 sec): 3 clusters
  Score: Raw -15357026.055321 + Penalty 13426.927175 = -15343599.128145
  nChanged 1067
		SP:Iteration 26Q (14904.690000 sec): 3 clusters
  Score: Raw -15357738.065468 + Penalty 13426.927175 = -15344311.138293
  nChanged 851
		SP:Iteration 27Q (14905.110000 sec): 3 clusters
  Score: Raw -15358311.833147 + Penalty 13426.927175 = -15344884.905972
  nChanged 637
		SP:Iteration 28Q (14905.510000 sec): 3 clusters
  Score: Raw -15358725.392059 + Penalty 13426.927175 = -15345298.464884
  nChanged 443
		SP:Iteration 29Q (14905.910000 sec): 3 clusters
  Score: Raw -15359038.084131 + Penalty 13426.927175 = -15345611.156956
  nChanged 336
		SP:Iteration 30Q (14906.290000 sec): 3 clusters
  Score: Raw -15359287.873888 + Penalty 13426.927175 = -15345860.946713
  nChanged 237
		SP:Iteration 31Q (14906.660000 sec): 3 clusters
  Score: Raw -15359469.412409 + Penalty 13426.927175 = -15346042.485234
  nChanged 182
		SP:Iteration 32Q (14907.020000 sec): 3 clusters
  Score: Raw -15359604.420038 + Penalty 13426.927175 = -15346177.492863
  nChanged 123
		SP:Iteration 33Q (14907.370000 sec): 3 clusters
  Score: Raw -15359693.902114 + Penalty 13426.927175 = -15346266.974939
  nChanged 82
		SP:Iteration 34Q (14907.720000 sec): 3 clusters
  Score: Raw -15359753.850221 + Penalty 13426.927175 = -15346326.923046
  nChanged 61
		SP:Iteration 35Q (14908.060000 sec): 3 clusters
  Score: Raw -15359797.008512 + Penalty 13426.927175 = -15346370.081336
  nChanged 42
		SP:Iteration 36Q (14908.400000 sec): 3 clusters
  Score: Raw -15359826.255020 + Penalty 13426.927175 = -15346399.327844
  nChanged 34
		SP:Iteration 37Q (14908.730000 sec): 3 clusters
  Score: Raw -15359848.770764 + Penalty 13426.927175 = -15346421.843588
  nChanged 28
		SP:Iteration 38Q (14909.070000 sec): 3 clusters
  Score: Raw -15359868.765722 + Penalty 13426.927175 = -15346441.838547
  nChanged 29
		SP:Iteration 39Q (14909.410000 sec): 3 clusters
  Score: Raw -15359891.284140 + Penalty 13426.927175 = -15346464.356965
  nChanged 34
		SP:Iteration 40F (14909.830000 sec): 3 clusters
  Score: Raw -15359915.744908 + Penalty 13426.927175 = -15346488.817733
  nChanged 28
		SP:Iteration 41Q (14910.170000 sec): 3 clusters
  Score: Raw -15359933.650641 + Penalty 13426.927175 = -15346506.723466
  nChanged 14
		SP:Iteration 42Q (14910.500000 sec): 3 clusters
  Score: Raw -15359943.188041 + Penalty 13426.927175 = -15346516.260866
  nChanged 12
		SP:Iteration 43Q (14910.830000 sec): 3 clusters
  Score: Raw -15359951.392824 + Penalty 13426.927175 = -15346524.465649
  nChanged 5
		SP:Iteration 44Q (14911.160000 sec): 3 clusters
  Score: Raw -15359955.091576 + Penalty 13426.927175 = -15346528.164401
  nChanged 3
		SP:Iteration 45Q (14911.490000 sec): 3 clusters
  Score: Raw -15359957.321776 + Penalty 13426.927175 = -15346530.394601
  nChanged 2
		SP:Iteration 46Q (14911.820000 sec): 3 clusters
  Score: Raw -15359958.648324 + Penalty 13426.927175 = -15346531.721149
  nChanged 1
		SP:Iteration 47Q (14912.150000 sec): 3 clusters
  Score: Raw -15359959.521999 + Penalty 13426.927175 = -15346532.594824
  nChanged 1
		SP:Iteration 48Q (14912.470000 sec): 3 clusters
  Score: Raw -15359959.879762 + Penalty 13426.927175 = -15346532.952587
  nChanged 0
		SP:Iteration 49F (14912.910000 sec): 3 clusters
  Score: Raw -15359959.879762 + Penalty 13426.927175 = -15346532.952587
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 12 (25025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14913.090000 sec): 2 clusters
  Score: Raw -6398783.973481 + Penalty 6203.173745 = -6392580.799736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14913.270000 sec): 3 clusters
  Score: Raw -6385419.975580 + Penalty 12406.347490 = -6373013.628090
  nChanged 10348
		SP:Iteration 1F (14913.470000 sec): 3 clusters
  Score: Raw -6391322.647164 + Penalty 12406.347490 = -6378916.299674
  nChanged 1789
		SP:Iteration 2F (14913.670000 sec): 3 clusters
  Score: Raw -6392361.028770 + Penalty 12406.347490 = -6379954.681280
  nChanged 1516
		SP:Iteration 3F (14913.850000 sec): 3 clusters
  Score: Raw -6393322.024438 + Penalty 12406.347490 = -6380915.676948
  nChanged 1452
		SP:Iteration 4F (14914.040000 sec): 3 clusters
  Score: Raw -6394357.682006 + Penalty 12406.347490 = -6381951.334516
  nChanged 1409
		SP:Iteration 5F (14914.230000 sec): 3 clusters
  Score: Raw -6395403.650869 + Penalty 12406.347490 = -6382997.303379
  nChanged 1296
		SP:Iteration 6F (14914.420000 sec): 3 clusters
  Score: Raw -6396360.031578 + Penalty 12406.347490 = -6383953.684088
  nChanged 1211
		SP:Iteration 7Q (14914.610000 sec): 3 clusters
  Score: Raw -6397273.996135 + Penalty 12406.347490 = -6384867.648645
  nChanged 1147
		SP:Iteration 8Q (14914.790000 sec): 3 clusters
  Score: Raw -6398134.883176 + Penalty 12406.347490 = -6385728.535686
  nChanged 1063
		SP:Iteration 9Q (14914.970000 sec): 3 clusters
  Score: Raw -6398875.941298 + Penalty 12406.347490 = -6386469.593808
  nChanged 942
		SP:Iteration 10Q (14915.160000 sec): 3 clusters
  Score: Raw -6399491.787799 + Penalty 12406.347490 = -6387085.440309
  nChanged 824
		SP:Iteration 11Q (14915.340000 sec): 3 clusters
  Score: Raw -6399993.071282 + Penalty 12406.347490 = -6387586.723792
  nChanged 663
		SP:Iteration 12Q (14915.520000 sec): 3 clusters
  Score: Raw -6400351.910289 + Penalty 12406.347490 = -6387945.562799
  nChanged 515
		SP:Iteration 13Q (14915.690000 sec): 3 clusters
  Score: Raw -6400607.044837 + Penalty 12406.347490 = -6388200.697347
  nChanged 451
		SP:Iteration 14Q (14915.870000 sec): 3 clusters
  Score: Raw -6400844.510259 + Penalty 12406.347490 = -6388438.162768
  nChanged 388
		SP:Iteration 15Q (14916.050000 sec): 3 clusters
  Score: Raw -6401030.944743 + Penalty 12406.347490 = -6388624.597252
  nChanged 340
		SP:Iteration 16Q (14916.230000 sec): 3 clusters
  Score: Raw -6401187.483470 + Penalty 12406.347490 = -6388781.135980
  nChanged 283
		SP:Iteration 17Q (14916.400000 sec): 3 clusters
  Score: Raw -6401301.449993 + Penalty 12406.347490 = -6388895.102503
  nChanged 257
		SP:Iteration 18Q (14916.570000 sec): 3 clusters
  Score: Raw -6401411.454301 + Penalty 12406.347490 = -6389005.106811
  nChanged 229
		SP:Iteration 19Q (14916.750000 sec): 3 clusters
  Score: Raw -6401495.611928 + Penalty 12406.347490 = -6389089.264437
  nChanged 221
		SP:Iteration 20F (14916.940000 sec): 3 clusters
  Score: Raw -6401566.668442 + Penalty 12406.347490 = -6389160.320952
  nChanged 194
		SP:Iteration 21Q (14917.110000 sec): 3 clusters
  Score: Raw -6401622.466778 + Penalty 12406.347490 = -6389216.119288
  nChanged 145
		SP:Iteration 22Q (14917.290000 sec): 3 clusters
  Score: Raw -6401664.453164 + Penalty 12406.347490 = -6389258.105673
  nChanged 139
		SP:Iteration 23Q (14917.460000 sec): 3 clusters
  Score: Raw -6401701.926389 + Penalty 12406.347490 = -6389295.578899
  nChanged 121
		SP:Iteration 24Q (14917.630000 sec): 3 clusters
  Score: Raw -6401731.808185 + Penalty 12406.347490 = -6389325.460695
  nChanged 92
		SP:Iteration 25Q (14917.810000 sec): 3 clusters
  Score: Raw -6401750.706029 + Penalty 12406.347490 = -6389344.358539
  nChanged 65
		SP:Iteration 26Q (14917.980000 sec): 3 clusters
  Score: Raw -6401764.981258 + Penalty 12406.347490 = -6389358.633768
  nChanged 59
		SP:Iteration 27Q (14918.150000 sec): 3 clusters
  Score: Raw -6401777.294657 + Penalty 12406.347490 = -6389370.947167
  nChanged 51
		SP:Iteration 28Q (14918.320000 sec): 3 clusters
  Score: Raw -6401788.350515 + Penalty 12406.347490 = -6389382.003025
  nChanged 50
		SP:Iteration 29Q (14918.500000 sec): 3 clusters
  Score: Raw -6401799.125168 + Penalty 12406.347490 = -6389392.777678
  nChanged 50
		SP:Iteration 30Q (14918.670000 sec): 3 clusters
  Score: Raw -6401808.730445 + Penalty 12406.347490 = -6389402.382954
  nChanged 39
		SP:Iteration 31Q (14918.840000 sec): 3 clusters
  Score: Raw -6401815.558834 + Penalty 12406.347490 = -6389409.211344
  nChanged 31
		SP:Iteration 32Q (14919.010000 sec): 3 clusters
  Score: Raw -6401821.637285 + Penalty 12406.347490 = -6389415.289795
  nChanged 31
		SP:Iteration 33Q (14919.180000 sec): 3 clusters
  Score: Raw -6401827.176156 + Penalty 12406.347490 = -6389420.828666
  nChanged 23
		SP:Iteration 34Q (14919.350000 sec): 3 clusters
  Score: Raw -6401831.580325 + Penalty 12406.347490 = -6389425.232834
  nChanged 17
		SP:Iteration 35Q (14919.530000 sec): 3 clusters
  Score: Raw -6401834.441162 + Penalty 12406.347490 = -6389428.093672
  nChanged 16
		SP:Iteration 36Q (14919.700000 sec): 3 clusters
  Score: Raw -6401836.846454 + Penalty 12406.347490 = -6389430.498964
  nChanged 12
		SP:Iteration 37Q (14919.870000 sec): 3 clusters
  Score: Raw -6401839.360780 + Penalty 12406.347490 = -6389433.013290
  nChanged 15
		SP:Iteration 38Q (14920.040000 sec): 3 clusters
  Score: Raw -6401841.833751 + Penalty 12406.347490 = -6389435.486260
  nChanged 16
		SP:Iteration 39Q (14920.210000 sec): 3 clusters
  Score: Raw -6401844.417157 + Penalty 12406.347490 = -6389438.069667
  nChanged 15
		SP:Iteration 40F (14920.400000 sec): 3 clusters
  Score: Raw -6401847.258661 + Penalty 12406.347490 = -6389440.911171
  nChanged 21
		SP:Iteration 41Q (14920.570000 sec): 3 clusters
  Score: Raw -6401851.252700 + Penalty 12406.347490 = -6389444.905210
  nChanged 17
		SP:Iteration 42Q (14920.750000 sec): 3 clusters
  Score: Raw -6401854.345187 + Penalty 12406.347490 = -6389447.997697
  nChanged 14
		SP:Iteration 43Q (14920.920000 sec): 3 clusters
  Score: Raw -6401857.125622 + Penalty 12406.347490 = -6389450.778132
  nChanged 10
		SP:Iteration 44Q (14921.090000 sec): 3 clusters
  Score: Raw -6401858.763606 + Penalty 12406.347490 = -6389452.416116
  nChanged 9
		SP:Iteration 45Q (14921.270000 sec): 3 clusters
  Score: Raw -6401860.649836 + Penalty 12406.347490 = -6389454.302346
  nChanged 10
		SP:Iteration 46Q (14921.440000 sec): 3 clusters
  Score: Raw -6401862.359666 + Penalty 12406.347490 = -6389456.012176
  nChanged 8
		SP:Iteration 47Q (14921.610000 sec): 3 clusters
  Score: Raw -6401863.782922 + Penalty 12406.347490 = -6389457.435432
  nChanged 5
		SP:Iteration 48Q (14921.790000 sec): 3 clusters
  Score: Raw -6401864.496044 + Penalty 12406.347490 = -6389458.148553
  nChanged 5
		SP:Iteration 49Q (14921.960000 sec): 3 clusters
  Score: Raw -6401865.328871 + Penalty 12406.347490 = -6389458.981381
  nChanged 7
		SP:Iteration 50Q (14922.130000 sec): 3 clusters
  Score: Raw -6401866.297210 + Penalty 12406.347490 = -6389459.949720
  nChanged 4
		SP:Iteration 51Q (14922.300000 sec): 3 clusters
  Score: Raw -6401867.063767 + Penalty 12406.347490 = -6389460.716277
  nChanged 4
		SP:Iteration 52Q (14922.480000 sec): 3 clusters
  Score: Raw -6401868.327955 + Penalty 12406.347490 = -6389461.980465
  nChanged 4
		SP:Iteration 53Q (14922.660000 sec): 3 clusters
  Score: Raw -6401869.065801 + Penalty 12406.347490 = -6389462.718311
  nChanged 8
		SP:Iteration 54Q (14922.830000 sec): 3 clusters
  Score: Raw -6401870.064117 + Penalty 12406.347490 = -6389463.716627
  nChanged 5
		SP:Iteration 55Q (14923.000000 sec): 3 clusters
  Score: Raw -6401870.918165 + Penalty 12406.347490 = -6389464.570675
  nChanged 7
		SP:Iteration 56Q (14923.170000 sec): 3 clusters
  Score: Raw -6401872.215978 + Penalty 12406.347490 = -6389465.868488
  nChanged 5
		SP:Iteration 57Q (14923.350000 sec): 3 clusters
  Score: Raw -6401873.271698 + Penalty 12406.347490 = -6389466.924208
  nChanged 8
		SP:Iteration 58Q (14923.520000 sec): 3 clusters
  Score: Raw -6401874.495929 + Penalty 12406.347490 = -6389468.148439
  nChanged 5
		SP:Iteration 59Q (14923.690000 sec): 3 clusters
  Score: Raw -6401875.033290 + Penalty 12406.347490 = -6389468.685800
  nChanged 6
		SP:Iteration 60F (14923.880000 sec): 3 clusters
  Score: Raw -6401875.782774 + Penalty 12406.347490 = -6389469.435284
  nChanged 4
		SP:Iteration 61Q (14924.050000 sec): 3 clusters
  Score: Raw -6401876.332750 + Penalty 12406.347490 = -6389469.985260
  nChanged 6
		SP:Iteration 62Q (14924.230000 sec): 3 clusters
  Score: Raw -6401877.181546 + Penalty 12406.347490 = -6389470.834056
  nChanged 5
		SP:Iteration 63Q (14924.400000 sec): 3 clusters
  Score: Raw -6401878.107545 + Penalty 12406.347490 = -6389471.760055
  nChanged 3
		SP:Iteration 64Q (14924.570000 sec): 3 clusters
  Score: Raw -6401878.496956 + Penalty 12406.347490 = -6389472.149466
  nChanged 4
		SP:Iteration 65Q (14924.740000 sec): 3 clusters
  Score: Raw -6401879.280565 + Penalty 12406.347490 = -6389472.933074
  nChanged 4
		SP:Iteration 66Q (14924.910000 sec): 3 clusters
  Score: Raw -6401879.758105 + Penalty 12406.347490 = -6389473.410615
  nChanged 3
		SP:Iteration 67Q (14925.090000 sec): 3 clusters
  Score: Raw -6401880.370029 + Penalty 12406.347490 = -6389474.022538
  nChanged 2
		SP:Iteration 68Q (14925.260000 sec): 3 clusters
  Score: Raw -6401880.656266 + Penalty 12406.347490 = -6389474.308776
  nChanged 3
		SP:Iteration 69Q (14925.430000 sec): 3 clusters
  Score: Raw -6401881.125290 + Penalty 12406.347490 = -6389474.777800
  nChanged 4
		SP:Iteration 70Q (14925.610000 sec): 3 clusters
  Score: Raw -6401881.687770 + Penalty 12406.347490 = -6389475.340280
  nChanged 3
		SP:Iteration 71Q (14925.780000 sec): 3 clusters
  Score: Raw -6401882.163630 + Penalty 12406.347490 = -6389475.816139
  nChanged 2
		SP:Iteration 72Q (14925.950000 sec): 3 clusters
  Score: Raw -6401882.494343 + Penalty 12406.347490 = -6389476.146853
  nChanged 1
		SP:Iteration 73Q (14926.120000 sec): 3 clusters
  Score: Raw -6401882.880797 + Penalty 12406.347490 = -6389476.533306
  nChanged 1
		SP:Iteration 74Q (14926.290000 sec): 3 clusters
  Score: Raw -6401882.964264 + Penalty 12406.347490 = -6389476.616774
  nChanged 1
		SP:Iteration 75Q (14926.470000 sec): 3 clusters
  Score: Raw -6401883.104598 + Penalty 12406.347490 = -6389476.757108
  nChanged 1
		SP:Iteration 76Q (14926.650000 sec): 3 clusters
  Score: Raw -6401883.197298 + Penalty 12406.347490 = -6389476.849807
  nChanged 2
		SP:Iteration 77Q (14926.840000 sec): 3 clusters
  Score: Raw -6401883.435876 + Penalty 12406.347490 = -6389477.088386
  nChanged 1
		SP:Iteration 78Q (14927.010000 sec): 3 clusters
  Score: Raw -6401883.508199 + Penalty 12406.347490 = -6389477.160709
  nChanged 0
		SP:Iteration 79F (14927.200000 sec): 3 clusters
  Score: Raw -6401883.508199 + Penalty 12406.347490 = -6389477.160709
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 13 (418976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14929.910000 sec): 2 clusters
  Score: Raw -110960114.864277 + Penalty 7929.160962 = -110952185.703315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14933.110000 sec): 3 clusters
  Score: Raw -110686776.291721 + Penalty 15858.321925 = -110670917.969796
  nChanged 201141
		SP:Iteration 1F (14936.290000 sec): 3 clusters
  Score: Raw -110804324.339877 + Penalty 15858.321925 = -110788466.017953
  nChanged 12888
		SP:Iteration 2Q (14939.490000 sec): 3 clusters
  Score: Raw -110807701.231786 + Penalty 15858.321925 = -110791842.909861
  nChanged 16130
		SP:Iteration 3Q (14942.700000 sec): 3 clusters
  Score: Raw -110813491.181644 + Penalty 15858.321925 = -110797632.859719
  nChanged 22243
		SP:Iteration 4F (14945.920000 sec): 3 clusters
  Score: Raw -110824714.138983 + Penalty 15858.321925 = -110808855.817059
  nChanged 30572
		SP:Iteration 5F (14949.080000 sec): 3 clusters
  Score: Raw -110845707.009554 + Penalty 15858.321925 = -110829848.687629
  nChanged 37997
		SP:Iteration 6F (14952.250000 sec): 3 clusters
  Score: Raw -110878974.361159 + Penalty 15858.321925 = -110863116.039234
  nChanged 38037
		SP:Iteration 7F (14955.400000 sec): 3 clusters
  Score: Raw -110916930.310323 + Penalty 15858.321925 = -110901071.988399
  nChanged 26594
		SP:Iteration 8F (14958.540000 sec): 3 clusters
  Score: Raw -110943819.381723 + Penalty 15858.321925 = -110927961.059799
  nChanged 12312
		SP:Iteration 9Q (14961.520000 sec): 3 clusters
  Score: Raw -110955649.209220 + Penalty 15858.321925 = -110939790.887296
  nChanged 3798
		SP:Iteration 10Q (14964.100000 sec): 3 clusters
  Score: Raw -110959174.889350 + Penalty 15858.321925 = -110943316.567426
  nChanged 992
		SP:Iteration 11Q (14966.360000 sec): 3 clusters
  Score: Raw -110960181.677778 + Penalty 15858.321925 = -110944323.355853
  nChanged 276
		SP:Iteration 12Q (14968.500000 sec): 3 clusters
  Score: Raw -110960503.338734 + Penalty 15858.321925 = -110944645.016810
  nChanged 123
		SP:Iteration 13Q (14970.590000 sec): 3 clusters
  Score: Raw -110960670.312062 + Penalty 15858.321925 = -110944811.990138
  nChanged 68
		SP:Iteration 14Q (14972.680000 sec): 3 clusters
  Score: Raw -110960769.252385 + Penalty 15858.321925 = -110944910.930460
  nChanged 42
		SP:Iteration 15Q (14974.750000 sec): 3 clusters
  Score: Raw -110960822.453021 + Penalty 15858.321925 = -110944964.131096
  nChanged 20
		SP:Iteration 16Q (14976.830000 sec): 3 clusters
  Score: Raw -110960849.403712 + Penalty 15858.321925 = -110944991.081787
  nChanged 19
		SP:Iteration 17Q (14978.900000 sec): 3 clusters
  Score: Raw -110960873.894529 + Penalty 15858.321925 = -110945015.572604
  nChanged 17
		SP:Iteration 18Q (14980.980000 sec): 3 clusters
  Score: Raw -110960899.213306 + Penalty 15858.321925 = -110945040.891381
  nChanged 9
		SP:Iteration 19Q (14983.040000 sec): 3 clusters
  Score: Raw -110960911.945256 + Penalty 15858.321925 = -110945053.623332
  nChanged 10
		SP:Iteration 20F (14986.160000 sec): 3 clusters
  Score: Raw -110960925.696255 + Penalty 15858.321925 = -110945067.374330
  nChanged 8
		SP:Iteration 21Q (14988.240000 sec): 3 clusters
  Score: Raw -110960939.061360 + Penalty 15858.321925 = -110945080.739435
  nChanged 9
		SP:Iteration 22Q (14990.340000 sec): 3 clusters
  Score: Raw -110960953.159524 + Penalty 15858.321925 = -110945094.837599
  nChanged 9
		SP:Iteration 23Q (14992.410000 sec): 3 clusters
  Score: Raw -110960966.872381 + Penalty 15858.321925 = -110945108.550457
  nChanged 4
		SP:Iteration 24Q (14994.470000 sec): 3 clusters
  Score: Raw -110960972.397389 + Penalty 15858.321925 = -110945114.075465
  nChanged 7
		SP:Iteration 25Q (14996.540000 sec): 3 clusters
  Score: Raw -110960981.389654 + Penalty 15858.321925 = -110945123.067730
  nChanged 4
		SP:Iteration 26Q (14998.610000 sec): 3 clusters
  Score: Raw -110960987.581548 + Penalty 15858.321925 = -110945129.259623
  nChanged 4
		SP:Iteration 27Q (15000.700000 sec): 3 clusters
  Score: Raw -110960993.108744 + Penalty 15858.321925 = -110945134.786820
  nChanged 4
		SP:Iteration 28Q (15002.790000 sec): 3 clusters
  Score: Raw -110961000.393260 + Penalty 15858.321925 = -110945142.071336
  nChanged 2
		SP:Iteration 29Q (15004.850000 sec): 3 clusters
  Score: Raw -110961004.074740 + Penalty 15858.321925 = -110945145.752815
  nChanged 2
		SP:Iteration 30Q (15006.910000 sec): 3 clusters
  Score: Raw -110961006.244135 + Penalty 15858.321925 = -110945147.922210
  nChanged 0
		SP:Iteration 31F (15010.030000 sec): 3 clusters
  Score: Raw -110961006.244135 + Penalty 15858.321925 = -110945147.922210
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 14 (22068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15010.400000 sec): 2 clusters
  Score: Raw -5877673.804968 + Penalty 6126.153873 = -5871547.651095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15010.560000 sec): 3 clusters
  Score: Raw -5865934.023912 + Penalty 12252.307746 = -5853681.716166
  nChanged 9054
		SP:Iteration 1F (15010.730000 sec): 3 clusters
  Score: Raw -5870704.099585 + Penalty 12252.307746 = -5858451.791839
  nChanged 1515
		SP:Iteration 2F (15010.900000 sec): 3 clusters
  Score: Raw -5871475.576057 + Penalty 12252.307746 = -5859223.268311
  nChanged 1137
		SP:Iteration 3F (15011.060000 sec): 3 clusters
  Score: Raw -5872169.392851 + Penalty 12252.307746 = -5859917.085105
  nChanged 1053
		SP:Iteration 4Q (15011.230000 sec): 3 clusters
  Score: Raw -5872816.155468 + Penalty 12252.307746 = -5860563.847722
  nChanged 955
		SP:Iteration 5Q (15011.400000 sec): 3 clusters
  Score: Raw -5873332.939285 + Penalty 12252.307746 = -5861080.631539
  nChanged 877
		SP:Iteration 6Q (15011.560000 sec): 3 clusters
  Score: Raw -5873795.578701 + Penalty 12252.307746 = -5861543.270955
  nChanged 858
		SP:Iteration 7Q (15011.720000 sec): 3 clusters
  Score: Raw -5874235.643043 + Penalty 12252.307746 = -5861983.335297
  nChanged 812
		SP:Iteration 8Q (15011.890000 sec): 3 clusters
  Score: Raw -5874634.035313 + Penalty 12252.307746 = -5862381.727567
  nChanged 776
		SP:Iteration 9Q (15012.050000 sec): 3 clusters
  Score: Raw -5875015.883101 + Penalty 12252.307746 = -5862763.575355
  nChanged 779
		SP:Iteration 10Q (15012.220000 sec): 3 clusters
  Score: Raw -5875418.469722 + Penalty 12252.307746 = -5863166.161976
  nChanged 843
		SP:Iteration 11Q (15012.380000 sec): 3 clusters
  Score: Raw -5875898.166900 + Penalty 12252.307746 = -5863645.859154
  nChanged 851
		SP:Iteration 12Q (15012.540000 sec): 3 clusters
  Score: Raw -5876424.490432 + Penalty 12252.307746 = -5864172.182685
  nChanged 865
		SP:Iteration 13Q (15012.700000 sec): 3 clusters
  Score: Raw -5877022.060729 + Penalty 12252.307746 = -5864769.752983
  nChanged 838
		SP:Iteration 14Q (15012.860000 sec): 3 clusters
  Score: Raw -5877616.035850 + Penalty 12252.307746 = -5865363.728104
  nChanged 769
		SP:Iteration 15Q (15013.030000 sec): 3 clusters
  Score: Raw -5878167.067400 + Penalty 12252.307746 = -5865914.759654
  nChanged 662
		SP:Iteration 16Q (15013.190000 sec): 3 clusters
  Score: Raw -5878631.753755 + Penalty 12252.307746 = -5866379.446009
  nChanged 517
		SP:Iteration 17Q (15013.350000 sec): 3 clusters
  Score: Raw -5878949.419075 + Penalty 12252.307746 = -5866697.111329
  nChanged 392
		SP:Iteration 18Q (15013.510000 sec): 3 clusters
  Score: Raw -5879177.099757 + Penalty 12252.307746 = -5866924.792011
  nChanged 319
		SP:Iteration 19Q (15013.660000 sec): 3 clusters
  Score: Raw -5879340.145528 + Penalty 12252.307746 = -5867087.837782
  nChanged 245
		SP:Iteration 20F (15013.830000 sec): 3 clusters
  Score: Raw -5879448.065213 + Penalty 12252.307746 = -5867195.757467
  nChanged 199
		SP:Iteration 21Q (15013.980000 sec): 3 clusters
  Score: Raw -5879529.179197 + Penalty 12252.307746 = -5867276.871451
  nChanged 164
		SP:Iteration 22Q (15014.130000 sec): 3 clusters
  Score: Raw -5879589.109255 + Penalty 12252.307746 = -5867336.801509
  nChanged 120
		SP:Iteration 23Q (15014.280000 sec): 3 clusters
  Score: Raw -5879632.425137 + Penalty 12252.307746 = -5867380.117391
  nChanged 97
		SP:Iteration 24Q (15014.440000 sec): 3 clusters
  Score: Raw -5879659.750202 + Penalty 12252.307746 = -5867407.442456
  nChanged 69
		SP:Iteration 25Q (15014.580000 sec): 3 clusters
  Score: Raw -5879680.461715 + Penalty 12252.307746 = -5867428.153969
  nChanged 58
		SP:Iteration 26Q (15014.740000 sec): 3 clusters
  Score: Raw -5879693.375756 + Penalty 12252.307746 = -5867441.068009
  nChanged 44
		SP:Iteration 27Q (15014.890000 sec): 3 clusters
  Score: Raw -5879704.664374 + Penalty 12252.307746 = -5867452.356628
  nChanged 48
		SP:Iteration 28Q (15015.040000 sec): 3 clusters
  Score: Raw -5879718.378684 + Penalty 12252.307746 = -5867466.070938
  nChanged 36
		SP:Iteration 29Q (15015.180000 sec): 3 clusters
  Score: Raw -5879726.409707 + Penalty 12252.307746 = -5867474.101960
  nChanged 31
		SP:Iteration 30Q (15015.340000 sec): 3 clusters
  Score: Raw -5879732.366530 + Penalty 12252.307746 = -5867480.058784
  nChanged 24
		SP:Iteration 31Q (15015.480000 sec): 3 clusters
  Score: Raw -5879736.739508 + Penalty 12252.307746 = -5867484.431761
  nChanged 16
		SP:Iteration 32Q (15015.630000 sec): 3 clusters
  Score: Raw -5879739.734735 + Penalty 12252.307746 = -5867487.426989
  nChanged 13
		SP:Iteration 33Q (15015.780000 sec): 3 clusters
  Score: Raw -5879742.426315 + Penalty 12252.307746 = -5867490.118569
  nChanged 11
		SP:Iteration 34Q (15015.930000 sec): 3 clusters
  Score: Raw -5879744.553001 + Penalty 12252.307746 = -5867492.245255
  nChanged 10
		SP:Iteration 35Q (15016.080000 sec): 3 clusters
  Score: Raw -5879746.600119 + Penalty 12252.307746 = -5867494.292373
  nChanged 10
		SP:Iteration 36Q (15016.230000 sec): 3 clusters
  Score: Raw -5879748.728340 + Penalty 12252.307746 = -5867496.420594
  nChanged 11
		SP:Iteration 37Q (15016.380000 sec): 3 clusters
  Score: Raw -5879751.214952 + Penalty 12252.307746 = -5867498.907206
  nChanged 8
		SP:Iteration 38Q (15016.530000 sec): 3 clusters
  Score: Raw -5879752.725197 + Penalty 12252.307746 = -5867500.417451
  nChanged 9
		SP:Iteration 39Q (15016.680000 sec): 3 clusters
  Score: Raw -5879754.691096 + Penalty 12252.307746 = -5867502.383350
  nChanged 7
		SP:Iteration 40F (15016.840000 sec): 3 clusters
  Score: Raw -5879755.895926 + Penalty 12252.307746 = -5867503.588180
  nChanged 11
		SP:Iteration 41Q (15017.000000 sec): 3 clusters
  Score: Raw -5879757.883641 + Penalty 12252.307746 = -5867505.575895
  nChanged 5
		SP:Iteration 42Q (15017.140000 sec): 3 clusters
  Score: Raw -5879758.724467 + Penalty 12252.307746 = -5867506.416721
  nChanged 5
		SP:Iteration 43Q (15017.300000 sec): 3 clusters
  Score: Raw -5879759.301281 + Penalty 12252.307746 = -5867506.993535
  nChanged 4
		SP:Iteration 44Q (15017.440000 sec): 3 clusters
  Score: Raw -5879759.746852 + Penalty 12252.307746 = -5867507.439106
  nChanged 2
		SP:Iteration 45Q (15017.600000 sec): 3 clusters
  Score: Raw -5879759.984581 + Penalty 12252.307746 = -5867507.676835
  nChanged 2
		SP:Iteration 46Q (15017.740000 sec): 3 clusters
  Score: Raw -5879760.381358 + Penalty 12252.307746 = -5867508.073612
  nChanged 2
		SP:Iteration 47Q (15017.900000 sec): 3 clusters
  Score: Raw -5879760.657919 + Penalty 12252.307746 = -5867508.350173
  nChanged 3
		SP:Iteration 48Q (15018.050000 sec): 3 clusters
  Score: Raw -5879761.206085 + Penalty 12252.307746 = -5867508.898339
  nChanged 2
		SP:Iteration 49Q (15018.200000 sec): 3 clusters
  Score: Raw -5879761.484176 + Penalty 12252.307746 = -5867509.176430
  nChanged 1
		SP:Iteration 50Q (15018.350000 sec): 3 clusters
  Score: Raw -5879761.571144 + Penalty 12252.307746 = -5867509.263398
  nChanged 0
		SP:Iteration 51F (15018.510000 sec): 3 clusters
  Score: Raw -5879761.571144 + Penalty 12252.307746 = -5867509.263398
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 15 (16189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15018.620000 sec): 2 clusters
  Score: Raw -4291887.738526 + Penalty 5936.403458 = -4285951.335068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15018.740000 sec): 3 clusters
  Score: Raw -4283696.401939 + Penalty 11872.806916 = -4271823.595023
  nChanged 6459
		SP:Iteration 1F (15018.860000 sec): 3 clusters
  Score: Raw -4287088.434786 + Penalty 11872.806916 = -4275215.627871
  nChanged 1146
		SP:Iteration 2F (15018.980000 sec): 3 clusters
  Score: Raw -4287690.585772 + Penalty 11872.806916 = -4275817.778856
  nChanged 796
		SP:Iteration 3Q (15019.100000 sec): 3 clusters
  Score: Raw -4288141.204985 + Penalty 11872.806916 = -4276268.398069
  nChanged 751
		SP:Iteration 4Q (15019.220000 sec): 3 clusters
  Score: Raw -4288571.258922 + Penalty 11872.806916 = -4276698.452006
  nChanged 647
		SP:Iteration 5Q (15019.340000 sec): 3 clusters
  Score: Raw -4288957.559882 + Penalty 11872.806916 = -4277084.752966
  nChanged 586
		SP:Iteration 6Q (15019.470000 sec): 3 clusters
  Score: Raw -4289289.022009 + Penalty 11872.806916 = -4277416.215094
  nChanged 549
		SP:Iteration 7Q (15019.590000 sec): 3 clusters
  Score: Raw -4289563.176871 + Penalty 11872.806916 = -4277690.369955
  nChanged 463
		SP:Iteration 8Q (15019.710000 sec): 3 clusters
  Score: Raw -4289769.129298 + Penalty 11872.806916 = -4277896.322383
  nChanged 394
		SP:Iteration 9Q (15019.830000 sec): 3 clusters
  Score: Raw -4289945.222049 + Penalty 11872.806916 = -4278072.415133
  nChanged 351
		SP:Iteration 10Q (15019.950000 sec): 3 clusters
  Score: Raw -4290083.661221 + Penalty 11872.806916 = -4278210.854306
  nChanged 318
		SP:Iteration 11Q (15020.070000 sec): 3 clusters
  Score: Raw -4290210.076365 + Penalty 11872.806916 = -4278337.269449
  nChanged 315
		SP:Iteration 12Q (15020.190000 sec): 3 clusters
  Score: Raw -4290337.705448 + Penalty 11872.806916 = -4278464.898533
  nChanged 284
		SP:Iteration 13Q (15020.310000 sec): 3 clusters
  Score: Raw -4290450.964505 + Penalty 11872.806916 = -4278578.157590
  nChanged 273
		SP:Iteration 14Q (15020.430000 sec): 3 clusters
  Score: Raw -4290549.777909 + Penalty 11872.806916 = -4278676.970993
  nChanged 254
		SP:Iteration 15Q (15020.550000 sec): 3 clusters
  Score: Raw -4290635.593176 + Penalty 11872.806916 = -4278762.786261
  nChanged 218
		SP:Iteration 16Q (15020.670000 sec): 3 clusters
  Score: Raw -4290709.908798 + Penalty 11872.806916 = -4278837.101882
  nChanged 230
		SP:Iteration 17Q (15020.790000 sec): 3 clusters
  Score: Raw -4290786.379013 + Penalty 11872.806916 = -4278913.572097
  nChanged 202
		SP:Iteration 18Q (15020.910000 sec): 3 clusters
  Score: Raw -4290853.941235 + Penalty 11872.806916 = -4278981.134320
  nChanged 197
		SP:Iteration 19Q (15021.030000 sec): 3 clusters
  Score: Raw -4290911.854869 + Penalty 11872.806916 = -4279039.047953
  nChanged 171
		SP:Iteration 20F (15021.150000 sec): 3 clusters
  Score: Raw -4290963.941980 + Penalty 11872.806916 = -4279091.135064
  nChanged 185
		SP:Iteration 21Q (15021.270000 sec): 3 clusters
  Score: Raw -4291025.125839 + Penalty 11872.806916 = -4279152.318923
  nChanged 183
		SP:Iteration 22Q (15021.390000 sec): 3 clusters
  Score: Raw -4291080.650537 + Penalty 11872.806916 = -4279207.843621
  nChanged 184
		SP:Iteration 23Q (15021.510000 sec): 3 clusters
  Score: Raw -4291138.609793 + Penalty 11872.806916 = -4279265.802877
  nChanged 182
		SP:Iteration 24Q (15021.630000 sec): 3 clusters
  Score: Raw -4291198.389897 + Penalty 11872.806916 = -4279325.582982
  nChanged 219
		SP:Iteration 25Q (15021.750000 sec): 3 clusters
  Score: Raw -4291274.693303 + Penalty 11872.806916 = -4279401.886387
  nChanged 206
		SP:Iteration 26Q (15021.870000 sec): 3 clusters
  Score: Raw -4291348.741813 + Penalty 11872.806916 = -4279475.934897
  nChanged 225
		SP:Iteration 27Q (15021.990000 sec): 3 clusters
  Score: Raw -4291435.198105 + Penalty 11872.806916 = -4279562.391189
  nChanged 241
		SP:Iteration 28Q (15022.110000 sec): 3 clusters
  Score: Raw -4291523.936857 + Penalty 11872.806916 = -4279651.129942
  nChanged 224
		SP:Iteration 29Q (15022.230000 sec): 3 clusters
  Score: Raw -4291611.404718 + Penalty 11872.806916 = -4279738.597802
  nChanged 241
		SP:Iteration 30Q (15022.350000 sec): 3 clusters
  Score: Raw -4291709.755742 + Penalty 11872.806916 = -4279836.948827
  nChanged 274
		SP:Iteration 31Q (15022.470000 sec): 3 clusters
  Score: Raw -4291840.539437 + Penalty 11872.806916 = -4279967.732521
  nChanged 284
		SP:Iteration 32Q (15022.590000 sec): 3 clusters
  Score: Raw -4291980.614211 + Penalty 11872.806916 = -4280107.807295
  nChanged 315
		SP:Iteration 33Q (15022.710000 sec): 3 clusters
  Score: Raw -4292140.140560 + Penalty 11872.806916 = -4280267.333644
  nChanged 320
		SP:Iteration 34Q (15022.830000 sec): 3 clusters
  Score: Raw -4292300.529798 + Penalty 11872.806916 = -4280427.722882
  nChanged 309
		SP:Iteration 35Q (15022.950000 sec): 3 clusters
  Score: Raw -4292468.902745 + Penalty 11872.806916 = -4280596.095829
  nChanged 302
		SP:Iteration 36Q (15023.070000 sec): 3 clusters
  Score: Raw -4292637.852985 + Penalty 11872.806916 = -4280765.046069
  nChanged 315
		SP:Iteration 37Q (15023.190000 sec): 3 clusters
  Score: Raw -4292848.106749 + Penalty 11872.806916 = -4280975.299833
  nChanged 328
		SP:Iteration 38Q (15023.310000 sec): 3 clusters
  Score: Raw -4293071.739039 + Penalty 11872.806916 = -4281198.932123
  nChanged 316
		SP:Iteration 39Q (15023.420000 sec): 3 clusters
  Score: Raw -4293297.147810 + Penalty 11872.806916 = -4281424.340894
  nChanged 296
		SP:Iteration 40F (15023.550000 sec): 3 clusters
  Score: Raw -4293468.157206 + Penalty 11872.806916 = -4281595.350291
  nChanged 227
		SP:Iteration 41Q (15023.670000 sec): 3 clusters
  Score: Raw -4293553.848605 + Penalty 11872.806916 = -4281681.041689
  nChanged 147
		SP:Iteration 42Q (15023.790000 sec): 3 clusters
  Score: Raw -4293600.990339 + Penalty 11872.806916 = -4281728.183423
  nChanged 125
		SP:Iteration 43Q (15023.900000 sec): 3 clusters
  Score: Raw -4293642.369855 + Penalty 11872.806916 = -4281769.562939
  nChanged 105
		SP:Iteration 44Q (15024.020000 sec): 3 clusters
  Score: Raw -4293671.335927 + Penalty 11872.806916 = -4281798.529012
  nChanged 76
		SP:Iteration 45Q (15024.140000 sec): 3 clusters
  Score: Raw -4293694.590367 + Penalty 11872.806916 = -4281821.783451
  nChanged 87
		SP:Iteration 46Q (15024.260000 sec): 3 clusters
  Score: Raw -4293719.818238 + Penalty 11872.806916 = -4281847.011323
  nChanged 73
		SP:Iteration 47Q (15024.380000 sec): 3 clusters
  Score: Raw -4293738.830543 + Penalty 11872.806916 = -4281866.023627
  nChanged 52
		SP:Iteration 48Q (15024.500000 sec): 3 clusters
  Score: Raw -4293752.100537 + Penalty 11872.806916 = -4281879.293621
  nChanged 46
		SP:Iteration 49Q (15024.620000 sec): 3 clusters
  Score: Raw -4293763.050338 + Penalty 11872.806916 = -4281890.243422
  nChanged 33
		SP:Iteration 50Q (15024.740000 sec): 3 clusters
  Score: Raw -4293770.611627 + Penalty 11872.806916 = -4281897.804711
  nChanged 28
		SP:Iteration 51Q (15024.860000 sec): 3 clusters
  Score: Raw -4293777.444032 + Penalty 11872.806916 = -4281904.637116
  nChanged 23
		SP:Iteration 52Q (15024.980000 sec): 3 clusters
  Score: Raw -4293782.895515 + Penalty 11872.806916 = -4281910.088599
  nChanged 21
		SP:Iteration 53Q (15025.100000 sec): 3 clusters
  Score: Raw -4293787.750542 + Penalty 11872.806916 = -4281914.943627
  nChanged 24
		SP:Iteration 54Q (15025.220000 sec): 3 clusters
  Score: Raw -4293793.699336 + Penalty 11872.806916 = -4281920.892420
  nChanged 20
		SP:Iteration 55Q (15025.340000 sec): 3 clusters
  Score: Raw -4293799.150861 + Penalty 11872.806916 = -4281926.343945
  nChanged 21
		SP:Iteration 56Q (15025.460000 sec): 3 clusters
  Score: Raw -4293803.958423 + Penalty 11872.806916 = -4281931.151507
  nChanged 31
		SP:Iteration 57Q (15025.580000 sec): 3 clusters
  Score: Raw -4293811.312871 + Penalty 11872.806916 = -4281938.505955
  nChanged 25
		SP:Iteration 58Q (15025.700000 sec): 3 clusters
  Score: Raw -4293816.656773 + Penalty 11872.806916 = -4281943.849857
  nChanged 15
		SP:Iteration 59Q (15025.830000 sec): 3 clusters
  Score: Raw -4293819.866282 + Penalty 11872.806916 = -4281947.059366
  nChanged 10
		SP:Iteration 60F (15025.950000 sec): 3 clusters
  Score: Raw -4293821.691840 + Penalty 11872.806916 = -4281948.884924
  nChanged 10
		SP:Iteration 61Q (15026.070000 sec): 3 clusters
  Score: Raw -4293823.791721 + Penalty 11872.806916 = -4281950.984805
  nChanged 9
		SP:Iteration 62Q (15026.190000 sec): 3 clusters
  Score: Raw -4293825.375064 + Penalty 11872.806916 = -4281952.568148
  nChanged 6
		SP:Iteration 63Q (15026.310000 sec): 3 clusters
  Score: Raw -4293826.628706 + Penalty 11872.806916 = -4281953.821791
  nChanged 6
		SP:Iteration 64Q (15026.430000 sec): 3 clusters
  Score: Raw -4293828.232433 + Penalty 11872.806916 = -4281955.425517
  nChanged 8
		SP:Iteration 65Q (15026.550000 sec): 3 clusters
  Score: Raw -4293829.842258 + Penalty 11872.806916 = -4281957.035342
  nChanged 6
		SP:Iteration 66Q (15026.670000 sec): 3 clusters
  Score: Raw -4293830.882469 + Penalty 11872.806916 = -4281958.075553
  nChanged 5
		SP:Iteration 67Q (15026.790000 sec): 3 clusters
  Score: Raw -4293831.835623 + Penalty 11872.806916 = -4281959.028707
  nChanged 4
		SP:Iteration 68Q (15026.910000 sec): 3 clusters
  Score: Raw -4293832.392593 + Penalty 11872.806916 = -4281959.585677
  nChanged 2
		SP:Iteration 69Q (15027.030000 sec): 3 clusters
  Score: Raw -4293832.777404 + Penalty 11872.806916 = -4281959.970488
  nChanged 1
		SP:Iteration 70Q (15027.150000 sec): 3 clusters
  Score: Raw -4293833.044109 + Penalty 11872.806916 = -4281960.237193
  nChanged 0
		SP:Iteration 71F (15027.270000 sec): 3 clusters
  Score: Raw -4293833.044109 + Penalty 11872.806916 = -4281960.237193
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 16 (80607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15027.790000 sec): 2 clusters
  Score: Raw -21451742.586188 + Penalty 6919.621224 = -21444822.964964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15028.400000 sec): 3 clusters
  Score: Raw -21403298.440047 + Penalty 13839.242447 = -21389459.197599
  nChanged 36405
		SP:Iteration 1F (15029.020000 sec): 3 clusters
  Score: Raw -21423223.794994 + Penalty 13839.242447 = -21409384.552546
  nChanged 3812
		SP:Iteration 2Q (15029.640000 sec): 3 clusters
  Score: Raw -21424528.357437 + Penalty 13839.242447 = -21410689.114990
  nChanged 3625
		SP:Iteration 3Q (15030.260000 sec): 3 clusters
  Score: Raw -21425929.067967 + Penalty 13839.242447 = -21412089.825519
  nChanged 3893
		SP:Iteration 4Q (15030.870000 sec): 3 clusters
  Score: Raw -21427743.948708 + Penalty 13839.242447 = -21413904.706261
  nChanged 4409
		SP:Iteration 5F (15031.490000 sec): 3 clusters
  Score: Raw -21430208.378575 + Penalty 13839.242447 = -21416369.136127
  nChanged 5022
		SP:Iteration 6F (15032.100000 sec): 3 clusters
  Score: Raw -21433643.767603 + Penalty 13839.242447 = -21419804.525156
  nChanged 5545
		SP:Iteration 7F (15032.710000 sec): 3 clusters
  Score: Raw -21437940.308356 + Penalty 13839.242447 = -21424101.065909
  nChanged 5548
		SP:Iteration 8F (15033.320000 sec): 3 clusters
  Score: Raw -21442466.664122 + Penalty 13839.242447 = -21428627.421675
  nChanged 5022
		SP:Iteration 9F (15033.930000 sec): 3 clusters
  Score: Raw -21446306.828472 + Penalty 13839.242447 = -21432467.586025
  nChanged 4027
		SP:Iteration 10Q (15034.540000 sec): 3 clusters
  Score: Raw -21449109.608149 + Penalty 13839.242447 = -21435270.365702
  nChanged 3146
		SP:Iteration 11Q (15035.140000 sec): 3 clusters
  Score: Raw -21451297.453731 + Penalty 13839.242447 = -21437458.211284
  nChanged 2432
		SP:Iteration 12Q (15035.730000 sec): 3 clusters
  Score: Raw -21453123.263854 + Penalty 13839.242447 = -21439284.021407
  nChanged 1904
		SP:Iteration 13Q (15036.310000 sec): 3 clusters
  Score: Raw -21454564.728131 + Penalty 13839.242447 = -21440725.485683
  nChanged 1481
		SP:Iteration 14Q (15036.880000 sec): 3 clusters
  Score: Raw -21455592.271861 + Penalty 13839.242447 = -21441753.029414
  nChanged 1169
		SP:Iteration 15Q (15037.430000 sec): 3 clusters
  Score: Raw -21456305.573024 + Penalty 13839.242447 = -21442466.330576
  nChanged 970
		SP:Iteration 16Q (15037.970000 sec): 3 clusters
  Score: Raw -21456855.810721 + Penalty 13839.242447 = -21443016.568274
  nChanged 804
		SP:Iteration 17Q (15038.500000 sec): 3 clusters
  Score: Raw -21457242.931888 + Penalty 13839.242447 = -21443403.689441
  nChanged 668
		SP:Iteration 18Q (15039.020000 sec): 3 clusters
  Score: Raw -21457510.657930 + Penalty 13839.242447 = -21443671.415483
  nChanged 539
		SP:Iteration 19Q (15039.530000 sec): 3 clusters
  Score: Raw -21457695.239075 + Penalty 13839.242447 = -21443855.996627
  nChanged 483
		SP:Iteration 20F (15040.150000 sec): 3 clusters
  Score: Raw -21457841.188467 + Penalty 13839.242447 = -21444001.946020
  nChanged 411
		SP:Iteration 21Q (15040.660000 sec): 3 clusters
  Score: Raw -21457950.897520 + Penalty 13839.242447 = -21444111.655073
  nChanged 335
		SP:Iteration 22Q (15041.160000 sec): 3 clusters
  Score: Raw -21458032.383416 + Penalty 13839.242447 = -21444193.140968
  nChanged 269
		SP:Iteration 23Q (15041.650000 sec): 3 clusters
  Score: Raw -21458088.142859 + Penalty 13839.242447 = -21444248.900411
  nChanged 217
		SP:Iteration 24Q (15042.150000 sec): 3 clusters
  Score: Raw -21458129.758637 + Penalty 13839.242447 = -21444290.516190
  nChanged 185
		SP:Iteration 25Q (15042.640000 sec): 3 clusters
  Score: Raw -21458161.423933 + Penalty 13839.242447 = -21444322.181486
  nChanged 155
		SP:Iteration 26Q (15043.130000 sec): 3 clusters
  Score: Raw -21458186.020940 + Penalty 13839.242447 = -21444346.778492
  nChanged 145
		SP:Iteration 27Q (15043.620000 sec): 3 clusters
  Score: Raw -21458207.271002 + Penalty 13839.242447 = -21444368.028555
  nChanged 126
		SP:Iteration 28Q (15044.110000 sec): 3 clusters
  Score: Raw -21458224.830735 + Penalty 13839.242447 = -21444385.588288
  nChanged 97
		SP:Iteration 29Q (15044.600000 sec): 3 clusters
  Score: Raw -21458235.845214 + Penalty 13839.242447 = -21444396.602767
  nChanged 73
		SP:Iteration 30Q (15045.080000 sec): 3 clusters
  Score: Raw -21458244.219275 + Penalty 13839.242447 = -21444404.976827
  nChanged 69
		SP:Iteration 31Q (15045.570000 sec): 3 clusters
  Score: Raw -21458252.283383 + Penalty 13839.242447 = -21444413.040936
  nChanged 56
		SP:Iteration 32Q (15046.050000 sec): 3 clusters
  Score: Raw -21458258.288718 + Penalty 13839.242447 = -21444419.046271
  nChanged 47
		SP:Iteration 33Q (15046.540000 sec): 3 clusters
  Score: Raw -21458263.393011 + Penalty 13839.242447 = -21444424.150563
  nChanged 36
		SP:Iteration 34Q (15047.020000 sec): 3 clusters
  Score: Raw -21458267.186869 + Penalty 13839.242447 = -21444427.944421
  nChanged 36
		SP:Iteration 35Q (15047.500000 sec): 3 clusters
  Score: Raw -21458270.514558 + Penalty 13839.242447 = -21444431.272111
  nChanged 27
		SP:Iteration 36Q (15047.990000 sec): 3 clusters
  Score: Raw -21458272.675357 + Penalty 13839.242447 = -21444433.432910
  nChanged 23
		SP:Iteration 37Q (15048.470000 sec): 3 clusters
  Score: Raw -21458274.825480 + Penalty 13839.242447 = -21444435.583032
  nChanged 21
		SP:Iteration 38Q (15048.950000 sec): 3 clusters
  Score: Raw -21458276.493401 + Penalty 13839.242447 = -21444437.250953
  nChanged 17
		SP:Iteration 39Q (15049.440000 sec): 3 clusters
  Score: Raw -21458277.914861 + Penalty 13839.242447 = -21444438.672413
  nChanged 18
		SP:Iteration 40F (15050.050000 sec): 3 clusters
  Score: Raw -21458279.289804 + Penalty 13839.242447 = -21444440.047357
  nChanged 10
		SP:Iteration 41Q (15050.540000 sec): 3 clusters
  Score: Raw -21458280.115700 + Penalty 13839.242447 = -21444440.873252
  nChanged 15
		SP:Iteration 42Q (15051.020000 sec): 3 clusters
  Score: Raw -21458281.270394 + Penalty 13839.242447 = -21444442.027946
  nChanged 9
		SP:Iteration 43Q (15051.510000 sec): 3 clusters
  Score: Raw -21458281.992568 + Penalty 13839.242447 = -21444442.750120
  nChanged 17
		SP:Iteration 44Q (15051.990000 sec): 3 clusters
  Score: Raw -21458283.525214 + Penalty 13839.242447 = -21444444.282767
  nChanged 14
		SP:Iteration 45Q (15052.470000 sec): 3 clusters
  Score: Raw -21458284.596275 + Penalty 13839.242447 = -21444445.353827
  nChanged 8
		SP:Iteration 46Q (15052.960000 sec): 3 clusters
  Score: Raw -21458285.241573 + Penalty 13839.242447 = -21444445.999126
  nChanged 8
		SP:Iteration 47Q (15053.440000 sec): 3 clusters
  Score: Raw -21458285.951984 + Penalty 13839.242447 = -21444446.709536
  nChanged 8
		SP:Iteration 48Q (15053.930000 sec): 3 clusters
  Score: Raw -21458286.435523 + Penalty 13839.242447 = -21444447.193076
  nChanged 3
		SP:Iteration 49Q (15054.410000 sec): 3 clusters
  Score: Raw -21458286.614488 + Penalty 13839.242447 = -21444447.372040
  nChanged 5
		SP:Iteration 50Q (15054.890000 sec): 3 clusters
  Score: Raw -21458286.947162 + Penalty 13839.242447 = -21444447.704715
  nChanged 3
		SP:Iteration 51Q (15055.380000 sec): 3 clusters
  Score: Raw -21458287.107739 + Penalty 13839.242447 = -21444447.865292
  nChanged 4
		SP:Iteration 52Q (15055.860000 sec): 3 clusters
  Score: Raw -21458287.313435 + Penalty 13839.242447 = -21444448.070988
  nChanged 1
		SP:Iteration 53Q (15056.340000 sec): 3 clusters
  Score: Raw -21458287.355387 + Penalty 13839.242447 = -21444448.112940
  nChanged 1
		SP:Iteration 54Q (15056.830000 sec): 3 clusters
  Score: Raw -21458287.469157 + Penalty 13839.242447 = -21444448.226710
  nChanged 2
		SP:Iteration 55Q (15057.310000 sec): 3 clusters
  Score: Raw -21458287.588640 + Penalty 13839.242447 = -21444448.346192
  nChanged 3
		SP:Iteration 56Q (15057.800000 sec): 3 clusters
  Score: Raw -21458287.786454 + Penalty 13839.242447 = -21444448.544007
  nChanged 3
		SP:Iteration 57Q (15058.280000 sec): 3 clusters
  Score: Raw -21458287.944693 + Penalty 13839.242447 = -21444448.702246
  nChanged 0
		SP:Iteration 58F (15058.900000 sec): 3 clusters
  Score: Raw -21458287.944693 + Penalty 13839.242447 = -21444448.702246
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 17 (219342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15060.260000 sec): 2 clusters
  Score: Raw -58491146.077939 + Penalty 7532.762304 = -58483613.315635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15061.940000 sec): 3 clusters
  Score: Raw -58351193.250536 + Penalty 15065.524607 = -58336127.725928
  nChanged 103401
		SP:Iteration 1F (15063.610000 sec): 3 clusters
  Score: Raw -58410984.659929 + Penalty 15065.524607 = -58395919.135322
  nChanged 7907
		SP:Iteration 2Q (15065.280000 sec): 3 clusters
  Score: Raw -58413432.205663 + Penalty 15065.524607 = -58398366.681056
  nChanged 8689
		SP:Iteration 3Q (15066.970000 sec): 3 clusters
  Score: Raw -58416841.089601 + Penalty 15065.524607 = -58401775.564994
  nChanged 9997
		SP:Iteration 4Q (15068.650000 sec): 3 clusters
  Score: Raw -58421559.346122 + Penalty 15065.524607 = -58406493.821514
  nChanged 11579
		SP:Iteration 5F (15070.320000 sec): 3 clusters
  Score: Raw -58427767.451470 + Penalty 15065.524607 = -58412701.926863
  nChanged 12953
		SP:Iteration 6F (15071.980000 sec): 3 clusters
  Score: Raw -58435408.426716 + Penalty 15065.524607 = -58420342.902109
  nChanged 13443
		SP:Iteration 7F (15073.650000 sec): 3 clusters
  Score: Raw -58444001.430515 + Penalty 15065.524607 = -58428935.905908
  nChanged 13477
		SP:Iteration 8F (15075.320000 sec): 3 clusters
  Score: Raw -58453376.960648 + Penalty 15065.524607 = -58438311.436040
  nChanged 12659
		SP:Iteration 9F (15076.980000 sec): 3 clusters
  Score: Raw -58462795.956805 + Penalty 15065.524607 = -58447730.432198
  nChanged 10832
		SP:Iteration 10Q (15078.610000 sec): 3 clusters
  Score: Raw -58470926.865389 + Penalty 15065.524607 = -58455861.340782
  nChanged 8683
		SP:Iteration 11Q (15080.200000 sec): 3 clusters
  Score: Raw -58476839.801325 + Penalty 15065.524607 = -58461774.276718
  nChanged 6572
		SP:Iteration 12Q (15081.750000 sec): 3 clusters
  Score: Raw -58480660.807279 + Penalty 15065.524607 = -58465595.282672
  nChanged 4916
		SP:Iteration 13Q (15083.230000 sec): 3 clusters
  Score: Raw -58483172.731945 + Penalty 15065.524607 = -58468107.207338
  nChanged 3978
		SP:Iteration 14Q (15084.660000 sec): 3 clusters
  Score: Raw -58485065.049859 + Penalty 15065.524607 = -58469999.525252
  nChanged 3381
		SP:Iteration 15Q (15086.040000 sec): 3 clusters
  Score: Raw -58486653.053333 + Penalty 15065.524607 = -58471587.528726
  nChanged 2940
		SP:Iteration 16Q (15087.400000 sec): 3 clusters
  Score: Raw -58488035.069437 + Penalty 15065.524607 = -58472969.544829
  nChanged 2558
		SP:Iteration 17Q (15088.740000 sec): 3 clusters
  Score: Raw -58489252.582361 + Penalty 15065.524607 = -58474187.057754
  nChanged 2301
		SP:Iteration 18Q (15090.040000 sec): 3 clusters
  Score: Raw -58490380.301721 + Penalty 15065.524607 = -58475314.777114
  nChanged 2025
		SP:Iteration 19Q (15091.330000 sec): 3 clusters
  Score: Raw -58491415.699784 + Penalty 15065.524607 = -58476350.175177
  nChanged 1861
		SP:Iteration 20F (15092.990000 sec): 3 clusters
  Score: Raw -58492398.500922 + Penalty 15065.524607 = -58477332.976315
  nChanged 1596
		SP:Iteration 21Q (15094.240000 sec): 3 clusters
  Score: Raw -58493206.518211 + Penalty 15065.524607 = -58478140.993604
  nChanged 1360
		SP:Iteration 22Q (15095.480000 sec): 3 clusters
  Score: Raw -58493867.264348 + Penalty 15065.524607 = -58478801.739741
  nChanged 1118
		SP:Iteration 23Q (15096.710000 sec): 3 clusters
  Score: Raw -58494372.609199 + Penalty 15065.524607 = -58479307.084591
  nChanged 890
		SP:Iteration 24Q (15097.930000 sec): 3 clusters
  Score: Raw -58494726.357723 + Penalty 15065.524607 = -58479660.833116
  nChanged 775
		SP:Iteration 25Q (15099.140000 sec): 3 clusters
  Score: Raw -58494998.086952 + Penalty 15065.524607 = -58479932.562345
  nChanged 653
		SP:Iteration 26Q (15100.330000 sec): 3 clusters
  Score: Raw -58495202.421449 + Penalty 15065.524607 = -58480136.896841
  nChanged 534
		SP:Iteration 27Q (15101.530000 sec): 3 clusters
  Score: Raw -58495353.923195 + Penalty 15065.524607 = -58480288.398587
  nChanged 434
		SP:Iteration 28Q (15102.730000 sec): 3 clusters
  Score: Raw -58495458.620568 + Penalty 15065.524607 = -58480393.095961
  nChanged 347
		SP:Iteration 29Q (15103.920000 sec): 3 clusters
  Score: Raw -58495531.839050 + Penalty 15065.524607 = -58480466.314443
  nChanged 262
		SP:Iteration 30Q (15105.140000 sec): 3 clusters
  Score: Raw -58495586.738065 + Penalty 15065.524607 = -58480521.213458
  nChanged 234
		SP:Iteration 31Q (15106.330000 sec): 3 clusters
  Score: Raw -58495631.957984 + Penalty 15065.524607 = -58480566.433377
  nChanged 181
		SP:Iteration 32Q (15107.520000 sec): 3 clusters
  Score: Raw -58495666.329453 + Penalty 15065.524607 = -58480600.804846
  nChanged 161
		SP:Iteration 33Q (15108.700000 sec): 3 clusters
  Score: Raw -58495694.645614 + Penalty 15065.524607 = -58480629.121007
  nChanged 140
		SP:Iteration 34Q (15109.890000 sec): 3 clusters
  Score: Raw -58495718.438400 + Penalty 15065.524607 = -58480652.913793
  nChanged 117
		SP:Iteration 35Q (15111.060000 sec): 3 clusters
  Score: Raw -58495735.297235 + Penalty 15065.524607 = -58480669.772628
  nChanged 97
		SP:Iteration 36Q (15112.240000 sec): 3 clusters
  Score: Raw -58495748.565582 + Penalty 15065.524607 = -58480683.040975
  nChanged 79
		SP:Iteration 37Q (15113.410000 sec): 3 clusters
  Score: Raw -58495759.705758 + Penalty 15065.524607 = -58480694.181151
  nChanged 74
		SP:Iteration 38Q (15114.580000 sec): 3 clusters
  Score: Raw -58495768.629747 + Penalty 15065.524607 = -58480703.105140
  nChanged 63
		SP:Iteration 39Q (15115.750000 sec): 3 clusters
  Score: Raw -58495775.921909 + Penalty 15065.524607 = -58480710.397302
  nChanged 50
		SP:Iteration 40F (15117.410000 sec): 3 clusters
  Score: Raw -58495781.039039 + Penalty 15065.524607 = -58480715.514432
  nChanged 50
		SP:Iteration 41Q (15118.580000 sec): 3 clusters
  Score: Raw -58495785.932215 + Penalty 15065.524607 = -58480720.407608
  nChanged 36
		SP:Iteration 42Q (15119.750000 sec): 3 clusters
  Score: Raw -58495790.206633 + Penalty 15065.524607 = -58480724.682026
  nChanged 31
		SP:Iteration 43Q (15120.920000 sec): 3 clusters
  Score: Raw -58495793.731975 + Penalty 15065.524607 = -58480728.207367
  nChanged 25
		SP:Iteration 44Q (15122.090000 sec): 3 clusters
  Score: Raw -58495796.625064 + Penalty 15065.524607 = -58480731.100457
  nChanged 29
		SP:Iteration 45Q (15123.260000 sec): 3 clusters
  Score: Raw -58495799.616009 + Penalty 15065.524607 = -58480734.091402
  nChanged 25
		SP:Iteration 46Q (15124.420000 sec): 3 clusters
  Score: Raw -58495801.799381 + Penalty 15065.524607 = -58480736.274773
  nChanged 18
		SP:Iteration 47Q (15125.580000 sec): 3 clusters
  Score: Raw -58495803.553961 + Penalty 15065.524607 = -58480738.029354
  nChanged 19
		SP:Iteration 48Q (15126.740000 sec): 3 clusters
  Score: Raw -58495805.748937 + Penalty 15065.524607 = -58480740.224329
  nChanged 25
		SP:Iteration 49Q (15127.910000 sec): 3 clusters
  Score: Raw -58495808.834789 + Penalty 15065.524607 = -58480743.310181
  nChanged 21
		SP:Iteration 50Q (15129.070000 sec): 3 clusters
  Score: Raw -58495810.910745 + Penalty 15065.524607 = -58480745.386138
  nChanged 19
		SP:Iteration 51Q (15130.230000 sec): 3 clusters
  Score: Raw -58495813.158310 + Penalty 15065.524607 = -58480747.633703
  nChanged 16
		SP:Iteration 52Q (15131.390000 sec): 3 clusters
  Score: Raw -58495815.031841 + Penalty 15065.524607 = -58480749.507234
  nChanged 21
		SP:Iteration 53Q (15132.550000 sec): 3 clusters
  Score: Raw -58495817.388735 + Penalty 15065.524607 = -58480751.864127
  nChanged 13
		SP:Iteration 54Q (15133.710000 sec): 3 clusters
  Score: Raw -58495818.680326 + Penalty 15065.524607 = -58480753.155719
  nChanged 8
		SP:Iteration 55Q (15134.870000 sec): 3 clusters
  Score: Raw -58495819.418565 + Penalty 15065.524607 = -58480753.893958
  nChanged 9
		SP:Iteration 56Q (15136.040000 sec): 3 clusters
  Score: Raw -58495820.454052 + Penalty 15065.524607 = -58480754.929444
  nChanged 12
		SP:Iteration 57Q (15137.200000 sec): 3 clusters
  Score: Raw -58495821.586107 + Penalty 15065.524607 = -58480756.061500
  nChanged 12
		SP:Iteration 58Q (15138.360000 sec): 3 clusters
  Score: Raw -58495822.981838 + Penalty 15065.524607 = -58480757.457231
  nChanged 11
		SP:Iteration 59Q (15139.520000 sec): 3 clusters
  Score: Raw -58495824.206783 + Penalty 15065.524607 = -58480758.682175
  nChanged 11
		SP:Iteration 60F (15141.170000 sec): 3 clusters
  Score: Raw -58495825.319240 + Penalty 15065.524607 = -58480759.794633
  nChanged 11
		SP:Iteration 61Q (15142.330000 sec): 3 clusters
  Score: Raw -58495826.449529 + Penalty 15065.524607 = -58480760.924921
  nChanged 9
		SP:Iteration 62Q (15143.490000 sec): 3 clusters
  Score: Raw -58495827.330203 + Penalty 15065.524607 = -58480761.805596
  nChanged 11
		SP:Iteration 63Q (15144.650000 sec): 3 clusters
  Score: Raw -58495828.372658 + Penalty 15065.524607 = -58480762.848050
  nChanged 9
		SP:Iteration 64Q (15145.810000 sec): 3 clusters
  Score: Raw -58495829.437821 + Penalty 15065.524607 = -58480763.913213
  nChanged 11
		SP:Iteration 65Q (15146.970000 sec): 3 clusters
  Score: Raw -58495830.514500 + Penalty 15065.524607 = -58480764.989893
  nChanged 10
		SP:Iteration 66Q (15148.130000 sec): 3 clusters
  Score: Raw -58495831.425874 + Penalty 15065.524607 = -58480765.901267
  nChanged 7
		SP:Iteration 67Q (15149.290000 sec): 3 clusters
  Score: Raw -58495831.914170 + Penalty 15065.524607 = -58480766.389563
  nChanged 4
		SP:Iteration 68Q (15150.450000 sec): 3 clusters
  Score: Raw -58495832.384655 + Penalty 15065.524607 = -58480766.860047
  nChanged 6
		SP:Iteration 69Q (15151.610000 sec): 3 clusters
  Score: Raw -58495833.047207 + Penalty 15065.524607 = -58480767.522600
  nChanged 3
		SP:Iteration 70Q (15152.760000 sec): 3 clusters
  Score: Raw -58495833.325477 + Penalty 15065.524607 = -58480767.800869
  nChanged 3
		SP:Iteration 71Q (15153.920000 sec): 3 clusters
  Score: Raw -58495833.520488 + Penalty 15065.524607 = -58480767.995881
  nChanged 3
		SP:Iteration 72Q (15155.080000 sec): 3 clusters
  Score: Raw -58495833.907979 + Penalty 15065.524607 = -58480768.383371
  nChanged 5
		SP:Iteration 73Q (15156.240000 sec): 3 clusters
  Score: Raw -58495834.398380 + Penalty 15065.524607 = -58480768.873772
  nChanged 3
		SP:Iteration 74Q (15157.400000 sec): 3 clusters
  Score: Raw -58495834.737350 + Penalty 15065.524607 = -58480769.212743
  nChanged 2
		SP:Iteration 75Q (15158.550000 sec): 3 clusters
  Score: Raw -58495834.868940 + Penalty 15065.524607 = -58480769.344332
  nChanged 2
		SP:Iteration 76Q (15159.710000 sec): 3 clusters
  Score: Raw -58495835.123008 + Penalty 15065.524607 = -58480769.598401
  nChanged 5
		SP:Iteration 77Q (15160.870000 sec): 3 clusters
  Score: Raw -58495835.703601 + Penalty 15065.524607 = -58480770.178994
  nChanged 5
		SP:Iteration 78Q (15162.030000 sec): 3 clusters
  Score: Raw -58495836.311432 + Penalty 15065.524607 = -58480770.786824
  nChanged 5
		SP:Iteration 79Q (15163.190000 sec): 3 clusters
  Score: Raw -58495836.708122 + Penalty 15065.524607 = -58480771.183515
  nChanged 5
		SP:Iteration 80F (15164.850000 sec): 3 clusters
  Score: Raw -58495837.177022 + Penalty 15065.524607 = -58480771.652415
  nChanged 4
		SP:Iteration 81Q (15166.010000 sec): 3 clusters
  Score: Raw -58495837.490450 + Penalty 15065.524607 = -58480771.965843
  nChanged 0
		SP:Iteration 82F (15167.660000 sec): 3 clusters
  Score: Raw -58495837.490450 + Penalty 15065.524607 = -58480771.965843
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 18 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15167.800000 sec): 2 clusters
  Score: Raw -30877.992357 + Penalty 3170.391711 = -27707.600646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15167.800000 sec): 3 clusters
  Score: Raw -32238.071133 + Penalty 6340.783422 = -25897.287710
  nChanged 12
		SP:Iteration 1F (15167.800000 sec): 3 clusters
  Score: Raw -32346.398173 + Penalty 6340.783422 = -26005.614750
  nChanged 7
		SP:Iteration 2Q (15167.800000 sec): 3 clusters
  Score: Raw -32459.590387 + Penalty 6340.783422 = -26118.806965
  nChanged 1
		SP:Iteration 3Q (15167.800000 sec): 3 clusters
  Score: Raw -32515.158774 + Penalty 6340.783422 = -26174.375352
  nChanged 1
		SP:Iteration 4Q (15167.800000 sec): 3 clusters
  Score: Raw -32556.965436 + Penalty 6340.783422 = -26216.182014
  nChanged 1
		SP:Iteration 5Q (15167.810000 sec): 3 clusters
  Score: Raw -32575.561780 + Penalty 6340.783422 = -26234.778357
  nChanged 0
		SP:Iteration 6F (15167.810000 sec): 3 clusters
  Score: Raw -32575.561780 + Penalty 6340.783422 = -26234.778357
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 19 (95172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15168.440000 sec): 2 clusters
  Score: Raw -25456856.617309 + Penalty 7021.357649 = -25449835.259659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15169.170000 sec): 3 clusters
  Score: Raw -25398952.074971 + Penalty 14042.715298 = -25384909.359672
  nChanged 43273
		SP:Iteration 1F (15169.890000 sec): 3 clusters
  Score: Raw -25422845.472406 + Penalty 14042.715298 = -25408802.757108
  nChanged 4379
		SP:Iteration 2Q (15170.620000 sec): 3 clusters
  Score: Raw -25424277.058966 + Penalty 14042.715298 = -25410234.343667
  nChanged 4272
		SP:Iteration 3Q (15171.350000 sec): 3 clusters
  Score: Raw -25425788.115862 + Penalty 14042.715298 = -25411745.400564
  nChanged 4490
		SP:Iteration 4Q (15172.080000 sec): 3 clusters
  Score: Raw -25427663.476645 + Penalty 14042.715298 = -25413620.761346
  nChanged 4901
		SP:Iteration 5F (15172.810000 sec): 3 clusters
  Score: Raw -25429958.608599 + Penalty 14042.715298 = -25415915.893301
  nChanged 5368
		SP:Iteration 6F (15173.530000 sec): 3 clusters
  Score: Raw -25432734.710868 + Penalty 14042.715298 = -25418691.995569
  nChanged 5483
		SP:Iteration 7F (15174.250000 sec): 3 clusters
  Score: Raw -25435713.852071 + Penalty 14042.715298 = -25421671.136772
  nChanged 5216
		SP:Iteration 8F (15174.970000 sec): 3 clusters
  Score: Raw -25438615.753777 + Penalty 14042.715298 = -25424573.038479
  nChanged 4799
		SP:Iteration 9F (15175.700000 sec): 3 clusters
  Score: Raw -25441298.998627 + Penalty 14042.715298 = -25427256.283328
  nChanged 4386
		SP:Iteration 10Q (15176.420000 sec): 3 clusters
  Score: Raw -25443948.173294 + Penalty 14042.715298 = -25429905.457995
  nChanged 4044
		SP:Iteration 11Q (15177.140000 sec): 3 clusters
  Score: Raw -25446592.348660 + Penalty 14042.715298 = -25432549.633362
  nChanged 3730
		SP:Iteration 12Q (15177.860000 sec): 3 clusters
  Score: Raw -25449267.991519 + Penalty 14042.715298 = -25435225.276221
  nChanged 3298
		SP:Iteration 13Q (15178.580000 sec): 3 clusters
  Score: Raw -25451853.147505 + Penalty 14042.715298 = -25437810.432207
  nChanged 2613
		SP:Iteration 14Q (15179.290000 sec): 3 clusters
  Score: Raw -25454023.049263 + Penalty 14042.715298 = -25439980.333965
  nChanged 1768
		SP:Iteration 15Q (15179.960000 sec): 3 clusters
  Score: Raw -25455529.345368 + Penalty 14042.715298 = -25441486.630070
  nChanged 1022
		SP:Iteration 16Q (15180.590000 sec): 3 clusters
  Score: Raw -25456438.611282 + Penalty 14042.715298 = -25442395.895984
  nChanged 552
		SP:Iteration 17Q (15181.170000 sec): 3 clusters
  Score: Raw -25456923.504862 + Penalty 14042.715298 = -25442880.789564
  nChanged 316
		SP:Iteration 18Q (15181.730000 sec): 3 clusters
  Score: Raw -25457220.979528 + Penalty 14042.715298 = -25443178.264229
  nChanged 157
		SP:Iteration 19Q (15182.270000 sec): 3 clusters
  Score: Raw -25457368.585768 + Penalty 14042.715298 = -25443325.870470
  nChanged 101
		SP:Iteration 20F (15182.980000 sec): 3 clusters
  Score: Raw -25457459.455372 + Penalty 14042.715298 = -25443416.740073
  nChanged 66
		SP:Iteration 21Q (15183.510000 sec): 3 clusters
  Score: Raw -25457527.189292 + Penalty 14042.715298 = -25443484.473993
  nChanged 52
		SP:Iteration 22Q (15184.030000 sec): 3 clusters
  Score: Raw -25457577.911130 + Penalty 14042.715298 = -25443535.195832
  nChanged 34
		SP:Iteration 23Q (15184.540000 sec): 3 clusters
  Score: Raw -25457610.460109 + Penalty 14042.715298 = -25443567.744810
  nChanged 28
		SP:Iteration 24Q (15185.050000 sec): 3 clusters
  Score: Raw -25457639.880839 + Penalty 14042.715298 = -25443597.165541
  nChanged 25
		SP:Iteration 25Q (15185.560000 sec): 3 clusters
  Score: Raw -25457661.674491 + Penalty 14042.715298 = -25443618.959193
  nChanged 15
		SP:Iteration 26Q (15186.070000 sec): 3 clusters
  Score: Raw -25457677.513671 + Penalty 14042.715298 = -25443634.798372
  nChanged 17
		SP:Iteration 27Q (15186.570000 sec): 3 clusters
  Score: Raw -25457692.219472 + Penalty 14042.715298 = -25443649.504173
  nChanged 9
		SP:Iteration 28Q (15187.080000 sec): 3 clusters
  Score: Raw -25457699.673036 + Penalty 14042.715298 = -25443656.957738
  nChanged 6
		SP:Iteration 29Q (15187.580000 sec): 3 clusters
  Score: Raw -25457704.801230 + Penalty 14042.715298 = -25443662.085932
  nChanged 5
		SP:Iteration 30Q (15188.090000 sec): 3 clusters
  Score: Raw -25457710.638879 + Penalty 14042.715298 = -25443667.923581
  nChanged 4
		SP:Iteration 31Q (15188.590000 sec): 3 clusters
  Score: Raw -25457714.548577 + Penalty 14042.715298 = -25443671.833279
  nChanged 4
		SP:Iteration 32Q (15189.090000 sec): 3 clusters
  Score: Raw -25457718.066675 + Penalty 14042.715298 = -25443675.351376
  nChanged 7
		SP:Iteration 33Q (15189.590000 sec): 3 clusters
  Score: Raw -25457725.688015 + Penalty 14042.715298 = -25443682.972717
  nChanged 9
		SP:Iteration 34Q (15190.090000 sec): 3 clusters
  Score: Raw -25457731.931964 + Penalty 14042.715298 = -25443689.216666
  nChanged 2
		SP:Iteration 35Q (15190.590000 sec): 3 clusters
  Score: Raw -25457734.429339 + Penalty 14042.715298 = -25443691.714040
  nChanged 3
		SP:Iteration 36Q (15191.100000 sec): 3 clusters
  Score: Raw -25457736.004361 + Penalty 14042.715298 = -25443693.289063
  nChanged 3
		SP:Iteration 37Q (15191.590000 sec): 3 clusters
  Score: Raw -25457738.919007 + Penalty 14042.715298 = -25443696.203709
  nChanged 3
		SP:Iteration 38Q (15192.090000 sec): 3 clusters
  Score: Raw -25457742.031292 + Penalty 14042.715298 = -25443699.315994
  nChanged 1
		SP:Iteration 39Q (15192.590000 sec): 3 clusters
  Score: Raw -25457743.136171 + Penalty 14042.715298 = -25443700.420873
  nChanged 2
		SP:Iteration 40F (15193.300000 sec): 3 clusters
  Score: Raw -25457744.873044 + Penalty 14042.715298 = -25443702.157746
  nChanged 1
		SP:Iteration 41Q (15193.810000 sec): 3 clusters
  Score: Raw -25457745.510992 + Penalty 14042.715298 = -25443702.795694
  nChanged 2
		SP:Iteration 42Q (15194.310000 sec): 3 clusters
  Score: Raw -25457747.134050 + Penalty 14042.715298 = -25443704.418752
  nChanged 3
		SP:Iteration 43Q (15194.810000 sec): 3 clusters
  Score: Raw -25457750.575999 + Penalty 14042.715298 = -25443707.860700
  nChanged 1
		SP:Iteration 44Q (15195.320000 sec): 3 clusters
  Score: Raw -25457751.684429 + Penalty 14042.715298 = -25443708.969130
  nChanged 0
		SP:Iteration 45F (15196.030000 sec): 3 clusters
  Score: Raw -25457751.684429 + Penalty 14042.715298 = -25443708.969130
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 20 (8780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15196.140000 sec): 2 clusters
  Score: Raw -2288208.526796 + Penalty 5561.641908 = -2282646.884888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15196.200000 sec): 3 clusters
  Score: Raw -2284301.668299 + Penalty 11123.283816 = -2273178.384482
  nChanged 3155
		SP:Iteration 1F (15196.270000 sec): 3 clusters
  Score: Raw -2286200.518370 + Penalty 11123.283816 = -2275077.234554
  nChanged 650
		SP:Iteration 2F (15196.330000 sec): 3 clusters
  Score: Raw -2286603.296803 + Penalty 11123.283816 = -2275480.012987
  nChanged 407
		SP:Iteration 3Q (15196.400000 sec): 3 clusters
  Score: Raw -2286866.452502 + Penalty 11123.283816 = -2275743.168686
  nChanged 303
		SP:Iteration 4Q (15196.460000 sec): 3 clusters
  Score: Raw -2287036.531567 + Penalty 11123.283816 = -2275913.247751
  nChanged 226
		SP:Iteration 5Q (15196.530000 sec): 3 clusters
  Score: Raw -2287172.146444 + Penalty 11123.283816 = -2276048.862628
  nChanged 193
		SP:Iteration 6Q (15196.590000 sec): 3 clusters
  Score: Raw -2287277.857397 + Penalty 11123.283816 = -2276154.573580
  nChanged 162
		SP:Iteration 7Q (15196.660000 sec): 3 clusters
  Score: Raw -2287364.691708 + Penalty 11123.283816 = -2276241.407892
  nChanged 140
		SP:Iteration 8Q (15196.720000 sec): 3 clusters
  Score: Raw -2287445.965442 + Penalty 11123.283816 = -2276322.681626
  nChanged 149
		SP:Iteration 9Q (15196.790000 sec): 3 clusters
  Score: Raw -2287526.779419 + Penalty 11123.283816 = -2276403.495603
  nChanged 130
		SP:Iteration 10Q (15196.850000 sec): 3 clusters
  Score: Raw -2287596.126699 + Penalty 11123.283816 = -2276472.842883
  nChanged 135
		SP:Iteration 11Q (15196.910000 sec): 3 clusters
  Score: Raw -2287667.777489 + Penalty 11123.283816 = -2276544.493673
  nChanged 116
		SP:Iteration 12Q (15196.980000 sec): 3 clusters
  Score: Raw -2287724.683220 + Penalty 11123.283816 = -2276601.399404
  nChanged 112
		SP:Iteration 13Q (15197.040000 sec): 3 clusters
  Score: Raw -2287782.426646 + Penalty 11123.283816 = -2276659.142829
  nChanged 101
		SP:Iteration 14Q (15197.110000 sec): 3 clusters
  Score: Raw -2287836.413250 + Penalty 11123.283816 = -2276713.129434
  nChanged 104
		SP:Iteration 15Q (15197.170000 sec): 3 clusters
  Score: Raw -2287892.729654 + Penalty 11123.283816 = -2276769.445837
  nChanged 104
		SP:Iteration 16Q (15197.240000 sec): 3 clusters
  Score: Raw -2287947.147129 + Penalty 11123.283816 = -2276823.863312
  nChanged 93
		SP:Iteration 17Q (15197.300000 sec): 3 clusters
  Score: Raw -2287997.868698 + Penalty 11123.283816 = -2276874.584882
  nChanged 87
		SP:Iteration 18Q (15197.370000 sec): 3 clusters
  Score: Raw -2288041.797433 + Penalty 11123.283816 = -2276918.513617
  nChanged 72
		SP:Iteration 19Q (15197.430000 sec): 3 clusters
  Score: Raw -2288082.598712 + Penalty 11123.283816 = -2276959.314896
  nChanged 72
		SP:Iteration 20F (15197.490000 sec): 3 clusters
  Score: Raw -2288121.922272 + Penalty 11123.283816 = -2276998.638456
  nChanged 80
		SP:Iteration 21Q (15197.560000 sec): 3 clusters
  Score: Raw -2288168.275471 + Penalty 11123.283816 = -2277044.991655
  nChanged 89
		SP:Iteration 22Q (15197.620000 sec): 3 clusters
  Score: Raw -2288232.602113 + Penalty 11123.283816 = -2277109.318297
  nChanged 102
		SP:Iteration 23Q (15197.690000 sec): 3 clusters
  Score: Raw -2288306.900926 + Penalty 11123.283816 = -2277183.617109
  nChanged 101
		SP:Iteration 24Q (15197.750000 sec): 3 clusters
  Score: Raw -2288376.742562 + Penalty 11123.283816 = -2277253.458746
  nChanged 108
		SP:Iteration 25Q (15197.810000 sec): 3 clusters
  Score: Raw -2288447.816697 + Penalty 11123.283816 = -2277324.532881
  nChanged 99
		SP:Iteration 26Q (15197.870000 sec): 3 clusters
  Score: Raw -2288522.110265 + Penalty 11123.283816 = -2277398.826448
  nChanged 101
		SP:Iteration 27Q (15197.940000 sec): 3 clusters
  Score: Raw -2288593.921298 + Penalty 11123.283816 = -2277470.637482
  nChanged 81
		SP:Iteration 28Q (15198.000000 sec): 3 clusters
  Score: Raw -2288645.385202 + Penalty 11123.283816 = -2277522.101386
  nChanged 73
		SP:Iteration 29Q (15198.060000 sec): 3 clusters
  Score: Raw -2288691.215545 + Penalty 11123.283816 = -2277567.931729
  nChanged 69
		SP:Iteration 30Q (15198.120000 sec): 3 clusters
  Score: Raw -2288741.575041 + Penalty 11123.283816 = -2277618.291225
  nChanged 67
		SP:Iteration 31Q (15198.180000 sec): 3 clusters
  Score: Raw -2288787.139099 + Penalty 11123.283816 = -2277663.855282
  nChanged 64
		SP:Iteration 32Q (15198.250000 sec): 3 clusters
  Score: Raw -2288826.934720 + Penalty 11123.283816 = -2277703.650903
  nChanged 65
		SP:Iteration 33Q (15198.310000 sec): 3 clusters
  Score: Raw -2288881.465583 + Penalty 11123.283816 = -2277758.181767
  nChanged 57
		SP:Iteration 34Q (15198.370000 sec): 3 clusters
  Score: Raw -2288934.273342 + Penalty 11123.283816 = -2277810.989526
  nChanged 68
		SP:Iteration 35Q (15198.430000 sec): 3 clusters
  Score: Raw -2288981.230265 + Penalty 11123.283816 = -2277857.946449
  nChanged 54
		SP:Iteration 36Q (15198.490000 sec): 3 clusters
  Score: Raw -2289025.569008 + Penalty 11123.283816 = -2277902.285192
  nChanged 43
		SP:Iteration 37Q (15198.550000 sec): 3 clusters
  Score: Raw -2289061.587611 + Penalty 11123.283816 = -2277938.303795
  nChanged 61
		SP:Iteration 38Q (15198.610000 sec): 3 clusters
  Score: Raw -2289118.641045 + Penalty 11123.283816 = -2277995.357229
  nChanged 74
		SP:Iteration 39Q (15198.660000 sec): 3 clusters
  Score: Raw -2289206.418120 + Penalty 11123.283816 = -2278083.134304
  nChanged 81
		SP:Iteration 40F (15198.730000 sec): 3 clusters
  Score: Raw -2289310.249434 + Penalty 11123.283816 = -2278186.965618
  nChanged 87
		SP:Iteration 41Q (15198.790000 sec): 3 clusters
  Score: Raw -2289431.235641 + Penalty 11123.283816 = -2278307.951825
  nChanged 98
		SP:Iteration 42Q (15198.840000 sec): 3 clusters
  Score: Raw -2289552.491307 + Penalty 11123.283816 = -2278429.207491
  nChanged 97
		SP:Iteration 43Q (15198.890000 sec): 3 clusters
  Score: Raw -2289673.996585 + Penalty 11123.283816 = -2278550.712769
  nChanged 96
		SP:Iteration 44Q (15198.950000 sec): 3 clusters
  Score: Raw -2289801.645688 + Penalty 11123.283816 = -2278678.361872
  nChanged 86
		SP:Iteration 45Q (15199.000000 sec): 3 clusters
  Score: Raw -2289893.842051 + Penalty 11123.283816 = -2278770.558235
  nChanged 86
		SP:Iteration 46Q (15199.050000 sec): 3 clusters
  Score: Raw -2289974.758324 + Penalty 11123.283816 = -2278851.474507
  nChanged 70
		SP:Iteration 47Q (15199.100000 sec): 3 clusters
  Score: Raw -2290058.829103 + Penalty 11123.283816 = -2278935.545287
  nChanged 80
		SP:Iteration 48Q (15199.150000 sec): 3 clusters
  Score: Raw -2290182.905873 + Penalty 11123.283816 = -2279059.622057
  nChanged 115
		SP:Iteration 49Q (15199.200000 sec): 3 clusters
  Score: Raw -2290448.960306 + Penalty 11123.283816 = -2279325.676490
  nChanged 153
		SP:Iteration 50Q (15199.250000 sec): 3 clusters
  Score: Raw -2290699.996027 + Penalty 11123.283816 = -2279576.712211
  nChanged 173
		SP:Iteration 51Q (15199.300000 sec): 3 clusters
  Score: Raw -2290911.181142 + Penalty 11123.283816 = -2279787.897326
  nChanged 178
		SP:Iteration 52Q (15199.350000 sec): 3 clusters
  Score: Raw -2291177.054444 + Penalty 11123.283816 = -2280053.770628
  nChanged 199
		SP:Iteration 53Q (15199.400000 sec): 3 clusters
  Score: Raw -2291521.456641 + Penalty 11123.283816 = -2280398.172824
  nChanged 206
		SP:Iteration 54Q (15199.450000 sec): 3 clusters
  Score: Raw -2291966.052459 + Penalty 11123.283816 = -2280842.768643
  nChanged 196
		SP:Iteration 55Q (15199.500000 sec): 3 clusters
  Score: Raw -2292446.471724 + Penalty 11123.283816 = -2281323.187908
  nChanged 153
		SP:Iteration 56Q (15199.550000 sec): 3 clusters
  Score: Raw -2292804.746696 + Penalty 11123.283816 = -2281681.462880
  nChanged 105
		SP:Iteration 57Q (15199.600000 sec): 3 clusters
  Score: Raw -2293043.498967 + Penalty 11123.283816 = -2281920.215151
  nChanged 85
		SP:Iteration 58Q (15199.650000 sec): 3 clusters
  Score: Raw -2293200.544077 + Penalty 11123.283816 = -2282077.260261
  nChanged 54
		SP:Iteration 59Q (15199.690000 sec): 3 clusters
  Score: Raw -2293271.573174 + Penalty 11123.283816 = -2282148.289358
  nChanged 40
		SP:Iteration 60F (15199.760000 sec): 3 clusters
  Score: Raw -2293328.599863 + Penalty 11123.283816 = -2282205.316046
  nChanged 32
		SP:Iteration 61Q (15199.800000 sec): 3 clusters
  Score: Raw -2293355.730230 + Penalty 11123.283816 = -2282232.446414
  nChanged 18
		SP:Iteration 62Q (15199.850000 sec): 3 clusters
  Score: Raw -2293371.103738 + Penalty 11123.283816 = -2282247.819922
  nChanged 15
		SP:Iteration 63Q (15199.890000 sec): 3 clusters
  Score: Raw -2293384.679819 + Penalty 11123.283816 = -2282261.396003
  nChanged 12
		SP:Iteration 64Q (15199.940000 sec): 3 clusters
  Score: Raw -2293391.805798 + Penalty 11123.283816 = -2282268.521982
  nChanged 6
		SP:Iteration 65Q (15199.980000 sec): 3 clusters
  Score: Raw -2293394.264526 + Penalty 11123.283816 = -2282270.980709
  nChanged 3
		SP:Iteration 66Q (15200.030000 sec): 3 clusters
  Score: Raw -2293396.365938 + Penalty 11123.283816 = -2282273.082122
  nChanged 1
		SP:Iteration 67Q (15200.070000 sec): 3 clusters
  Score: Raw -2293396.946062 + Penalty 11123.283816 = -2282273.662246
  nChanged 1
		SP:Iteration 68Q (15200.120000 sec): 3 clusters
  Score: Raw -2293397.264152 + Penalty 11123.283816 = -2282273.980336
  nChanged 1
		SP:Iteration 69Q (15200.160000 sec): 3 clusters
  Score: Raw -2293397.993602 + Penalty 11123.283816 = -2282274.709786
  nChanged 2
		SP:Iteration 70Q (15200.210000 sec): 3 clusters
  Score: Raw -2293398.906747 + Penalty 11123.283816 = -2282275.622931
  nChanged 2
		SP:Iteration 71Q (15200.250000 sec): 3 clusters
  Score: Raw -2293400.195081 + Penalty 11123.283816 = -2282276.911265
  nChanged 1
		SP:Iteration 72Q (15200.290000 sec): 3 clusters
  Score: Raw -2293400.835862 + Penalty 11123.283816 = -2282277.552046
  nChanged 0
		SP:Iteration 73F (15200.360000 sec): 3 clusters
  Score: Raw -2293400.835862 + Penalty 11123.283816 = -2282277.552046
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 21 (11768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15200.440000 sec): 2 clusters
  Score: Raw -3039107.640915 + Penalty 5741.047798 = -3033366.593117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15200.530000 sec): 3 clusters
  Score: Raw -3033442.891534 + Penalty 11482.095596 = -3021960.795938
  nChanged 4432
		SP:Iteration 1F (15200.610000 sec): 3 clusters
  Score: Raw -3036019.158199 + Penalty 11482.095596 = -3024537.062603
  nChanged 963
		SP:Iteration 2F (15200.700000 sec): 3 clusters
  Score: Raw -3036635.019231 + Penalty 11482.095596 = -3025152.923635
  nChanged 655
		SP:Iteration 3F (15200.790000 sec): 3 clusters
  Score: Raw -3037089.188514 + Penalty 11482.095596 = -3025607.092917
  nChanged 541
		SP:Iteration 4Q (15200.880000 sec): 3 clusters
  Score: Raw -3037454.917143 + Penalty 11482.095596 = -3025972.821546
  nChanged 484
		SP:Iteration 5Q (15200.970000 sec): 3 clusters
  Score: Raw -3037788.517934 + Penalty 11482.095596 = -3026306.422337
  nChanged 440
		SP:Iteration 6Q (15201.050000 sec): 3 clusters
  Score: Raw -3038083.472650 + Penalty 11482.095596 = -3026601.377054
  nChanged 395
		SP:Iteration 7Q (15201.140000 sec): 3 clusters
  Score: Raw -3038334.135539 + Penalty 11482.095596 = -3026852.039942
  nChanged 359
		SP:Iteration 8Q (15201.220000 sec): 3 clusters
  Score: Raw -3038566.565290 + Penalty 11482.095596 = -3027084.469694
  nChanged 335
		SP:Iteration 9Q (15201.310000 sec): 3 clusters
  Score: Raw -3038758.761410 + Penalty 11482.095596 = -3027276.665813
  nChanged 293
		SP:Iteration 10Q (15201.390000 sec): 3 clusters
  Score: Raw -3038917.974733 + Penalty 11482.095596 = -3027435.879137
  nChanged 254
		SP:Iteration 11Q (15201.480000 sec): 3 clusters
  Score: Raw -3039060.828722 + Penalty 11482.095596 = -3027578.733126
  nChanged 235
		SP:Iteration 12Q (15201.570000 sec): 3 clusters
  Score: Raw -3039182.582459 + Penalty 11482.095596 = -3027700.486863
  nChanged 224
		SP:Iteration 13Q (15201.650000 sec): 3 clusters
  Score: Raw -3039288.638359 + Penalty 11482.095596 = -3027806.542763
  nChanged 194
		SP:Iteration 14Q (15201.740000 sec): 3 clusters
  Score: Raw -3039394.001092 + Penalty 11482.095596 = -3027911.905496
  nChanged 182
		SP:Iteration 15Q (15201.820000 sec): 3 clusters
  Score: Raw -3039485.547800 + Penalty 11482.095596 = -3028003.452204
  nChanged 160
		SP:Iteration 16Q (15201.910000 sec): 3 clusters
  Score: Raw -3039567.469918 + Penalty 11482.095596 = -3028085.374321
  nChanged 157
		SP:Iteration 17Q (15201.990000 sec): 3 clusters
  Score: Raw -3039639.696496 + Penalty 11482.095596 = -3028157.600900
  nChanged 155
		SP:Iteration 18Q (15202.070000 sec): 3 clusters
  Score: Raw -3039707.921435 + Penalty 11482.095596 = -3028225.825839
  nChanged 139
		SP:Iteration 19Q (15202.160000 sec): 3 clusters
  Score: Raw -3039772.308252 + Penalty 11482.095596 = -3028290.212655
  nChanged 143
		SP:Iteration 20F (15202.250000 sec): 3 clusters
  Score: Raw -3039839.911788 + Penalty 11482.095596 = -3028357.816192
  nChanged 127
		SP:Iteration 21Q (15202.330000 sec): 3 clusters
  Score: Raw -3039902.262810 + Penalty 11482.095596 = -3028420.167214
  nChanged 139
		SP:Iteration 22Q (15202.410000 sec): 3 clusters
  Score: Raw -3039976.966694 + Penalty 11482.095596 = -3028494.871098
  nChanged 153
		SP:Iteration 23Q (15202.500000 sec): 3 clusters
  Score: Raw -3040068.856985 + Penalty 11482.095596 = -3028586.761389
  nChanged 151
		SP:Iteration 24Q (15202.580000 sec): 3 clusters
  Score: Raw -3040150.811847 + Penalty 11482.095596 = -3028668.716250
  nChanged 134
		SP:Iteration 25Q (15202.660000 sec): 3 clusters
  Score: Raw -3040217.371216 + Penalty 11482.095596 = -3028735.275620
  nChanged 101
		SP:Iteration 26Q (15202.750000 sec): 3 clusters
  Score: Raw -3040263.837040 + Penalty 11482.095596 = -3028781.741443
  nChanged 83
		SP:Iteration 27Q (15202.830000 sec): 3 clusters
  Score: Raw -3040302.219953 + Penalty 11482.095596 = -3028820.124357
  nChanged 70
		SP:Iteration 28Q (15202.910000 sec): 3 clusters
  Score: Raw -3040334.499480 + Penalty 11482.095596 = -3028852.403884
  nChanged 63
		SP:Iteration 29Q (15202.990000 sec): 3 clusters
  Score: Raw -3040361.122994 + Penalty 11482.095596 = -3028879.027397
  nChanged 48
		SP:Iteration 30Q (15203.070000 sec): 3 clusters
  Score: Raw -3040381.185976 + Penalty 11482.095596 = -3028899.090380
  nChanged 43
		SP:Iteration 31Q (15203.150000 sec): 3 clusters
  Score: Raw -3040400.123755 + Penalty 11482.095596 = -3028918.028159
  nChanged 40
		SP:Iteration 32Q (15203.230000 sec): 3 clusters
  Score: Raw -3040416.678941 + Penalty 11482.095596 = -3028934.583344
  nChanged 35
		SP:Iteration 33Q (15203.310000 sec): 3 clusters
  Score: Raw -3040427.748650 + Penalty 11482.095596 = -3028945.653054
  nChanged 30
		SP:Iteration 34Q (15203.390000 sec): 3 clusters
  Score: Raw -3040436.937017 + Penalty 11482.095596 = -3028954.841421
  nChanged 27
		SP:Iteration 35Q (15203.480000 sec): 3 clusters
  Score: Raw -3040445.102620 + Penalty 11482.095596 = -3028963.007023
  nChanged 14
		SP:Iteration 36Q (15203.560000 sec): 3 clusters
  Score: Raw -3040449.788514 + Penalty 11482.095596 = -3028967.692918
  nChanged 17
		SP:Iteration 37Q (15203.640000 sec): 3 clusters
  Score: Raw -3040456.444018 + Penalty 11482.095596 = -3028974.348422
  nChanged 20
		SP:Iteration 38Q (15203.720000 sec): 3 clusters
  Score: Raw -3040463.387172 + Penalty 11482.095596 = -3028981.291576
  nChanged 8
		SP:Iteration 39Q (15203.800000 sec): 3 clusters
  Score: Raw -3040465.993893 + Penalty 11482.095596 = -3028983.898297
  nChanged 10
		SP:Iteration 40F (15203.890000 sec): 3 clusters
  Score: Raw -3040468.761936 + Penalty 11482.095596 = -3028986.666340
  nChanged 13
		SP:Iteration 41Q (15203.970000 sec): 3 clusters
  Score: Raw -3040472.809490 + Penalty 11482.095596 = -3028990.713893
  nChanged 18
		SP:Iteration 42Q (15204.050000 sec): 3 clusters
  Score: Raw -3040479.528492 + Penalty 11482.095596 = -3028997.432896
  nChanged 21
		SP:Iteration 43Q (15204.130000 sec): 3 clusters
  Score: Raw -3040488.372193 + Penalty 11482.095596 = -3029006.276597
  nChanged 28
		SP:Iteration 44Q (15204.210000 sec): 3 clusters
  Score: Raw -3040498.806132 + Penalty 11482.095596 = -3029016.710536
  nChanged 30
		SP:Iteration 45Q (15204.290000 sec): 3 clusters
  Score: Raw -3040509.738037 + Penalty 11482.095596 = -3029027.642441
  nChanged 29
		SP:Iteration 46Q (15204.370000 sec): 3 clusters
  Score: Raw -3040519.186820 + Penalty 11482.095596 = -3029037.091223
  nChanged 28
		SP:Iteration 47Q (15204.450000 sec): 3 clusters
  Score: Raw -3040530.317951 + Penalty 11482.095596 = -3029048.222354
  nChanged 23
		SP:Iteration 48Q (15204.530000 sec): 3 clusters
  Score: Raw -3040539.887871 + Penalty 11482.095596 = -3029057.792275
  nChanged 20
		SP:Iteration 49Q (15204.610000 sec): 3 clusters
  Score: Raw -3040547.615448 + Penalty 11482.095596 = -3029065.519851
  nChanged 33
		SP:Iteration 50Q (15204.690000 sec): 3 clusters
  Score: Raw -3040559.464984 + Penalty 11482.095596 = -3029077.369387
  nChanged 29
		SP:Iteration 51Q (15204.770000 sec): 3 clusters
  Score: Raw -3040570.064269 + Penalty 11482.095596 = -3029087.968673
  nChanged 24
		SP:Iteration 52Q (15204.850000 sec): 3 clusters
  Score: Raw -3040581.535140 + Penalty 11482.095596 = -3029099.439544
  nChanged 21
		SP:Iteration 53Q (15204.930000 sec): 3 clusters
  Score: Raw -3040589.525256 + Penalty 11482.095596 = -3029107.429660
  nChanged 16
		SP:Iteration 54Q (15205.010000 sec): 3 clusters
  Score: Raw -3040594.795454 + Penalty 11482.095596 = -3029112.699857
  nChanged 11
		SP:Iteration 55Q (15205.080000 sec): 3 clusters
  Score: Raw -3040599.243493 + Penalty 11482.095596 = -3029117.147896
  nChanged 12
		SP:Iteration 56Q (15205.160000 sec): 3 clusters
  Score: Raw -3040603.023575 + Penalty 11482.095596 = -3029120.927979
  nChanged 15
		SP:Iteration 57Q (15205.240000 sec): 3 clusters
  Score: Raw -3040608.015662 + Penalty 11482.095596 = -3029125.920065
  nChanged 9
		SP:Iteration 58Q (15205.320000 sec): 3 clusters
  Score: Raw -3040610.470720 + Penalty 11482.095596 = -3029128.375124
  nChanged 6
		SP:Iteration 59Q (15205.400000 sec): 3 clusters
  Score: Raw -3040613.026367 + Penalty 11482.095596 = -3029130.930770
  nChanged 8
		SP:Iteration 60F (15205.490000 sec): 3 clusters
  Score: Raw -3040616.697285 + Penalty 11482.095596 = -3029134.601689
  nChanged 7
		SP:Iteration 61Q (15205.570000 sec): 3 clusters
  Score: Raw -3040618.912725 + Penalty 11482.095596 = -3029136.817129
  nChanged 5
		SP:Iteration 62Q (15205.650000 sec): 3 clusters
  Score: Raw -3040620.934743 + Penalty 11482.095596 = -3029138.839146
  nChanged 5
		SP:Iteration 63Q (15205.720000 sec): 3 clusters
  Score: Raw -3040622.537997 + Penalty 11482.095596 = -3029140.442401
  nChanged 5
		SP:Iteration 64Q (15205.800000 sec): 3 clusters
  Score: Raw -3040623.776136 + Penalty 11482.095596 = -3029141.680540
  nChanged 1
		SP:Iteration 65Q (15205.880000 sec): 3 clusters
  Score: Raw -3040623.864371 + Penalty 11482.095596 = -3029141.768775
  nChanged 0
		SP:Iteration 66F (15205.970000 sec): 3 clusters
  Score: Raw -3040623.864371 + Penalty 11482.095596 = -3029141.768775
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 22 (40050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15206.240000 sec): 2 clusters
  Score: Raw -10204311.831923 + Penalty 6491.203921 = -10197820.628002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15206.550000 sec): 3 clusters
  Score: Raw -10181517.604089 + Penalty 12982.407842 = -10168535.196248
  nChanged 17426
		SP:Iteration 1F (15206.860000 sec): 3 clusters
  Score: Raw -10191012.251204 + Penalty 12982.407842 = -10178029.843362
  nChanged 2443
		SP:Iteration 2F (15207.170000 sec): 3 clusters
  Score: Raw -10192232.691723 + Penalty 12982.407842 = -10179250.283881
  nChanged 2172
		SP:Iteration 3F (15207.480000 sec): 3 clusters
  Score: Raw -10193388.494024 + Penalty 12982.407842 = -10180406.086182
  nChanged 2100
		SP:Iteration 4F (15207.790000 sec): 3 clusters
  Score: Raw -10194564.298520 + Penalty 12982.407842 = -10181581.890678
  nChanged 2029
		SP:Iteration 5F (15208.100000 sec): 3 clusters
  Score: Raw -10195693.590385 + Penalty 12982.407842 = -10182711.182543
  nChanged 1962
		SP:Iteration 6Q (15208.400000 sec): 3 clusters
  Score: Raw -10196680.430991 + Penalty 12982.407842 = -10183698.023149
  nChanged 1790
		SP:Iteration 7Q (15208.710000 sec): 3 clusters
  Score: Raw -10197523.239129 + Penalty 12982.407842 = -10184540.831287
  nChanged 1689
		SP:Iteration 8Q (15209.020000 sec): 3 clusters
  Score: Raw -10198299.710457 + Penalty 12982.407842 = -10185317.302616
  nChanged 1541
		SP:Iteration 9Q (15209.330000 sec): 3 clusters
  Score: Raw -10198972.000957 + Penalty 12982.407842 = -10185989.593115
  nChanged 1350
		SP:Iteration 10Q (15209.640000 sec): 3 clusters
  Score: Raw -10199519.429106 + Penalty 12982.407842 = -10186537.021264
  nChanged 1168
		SP:Iteration 11Q (15209.940000 sec): 3 clusters
  Score: Raw -10199972.904532 + Penalty 12982.407842 = -10186990.496691
  nChanged 1090
		SP:Iteration 12Q (15210.240000 sec): 3 clusters
  Score: Raw -10200351.241941 + Penalty 12982.407842 = -10187368.834099
  nChanged 942
		SP:Iteration 13Q (15210.550000 sec): 3 clusters
  Score: Raw -10200681.984585 + Penalty 12982.407842 = -10187699.576743
  nChanged 845
		SP:Iteration 14Q (15210.850000 sec): 3 clusters
  Score: Raw -10201006.835297 + Penalty 12982.407842 = -10188024.427455
  nChanged 815
		SP:Iteration 15Q (15211.160000 sec): 3 clusters
  Score: Raw -10201298.277144 + Penalty 12982.407842 = -10188315.869302
  nChanged 758
		SP:Iteration 16Q (15211.460000 sec): 3 clusters
  Score: Raw -10201553.950554 + Penalty 12982.407842 = -10188571.542713
  nChanged 670
		SP:Iteration 17Q (15211.760000 sec): 3 clusters
  Score: Raw -10201784.866564 + Penalty 12982.407842 = -10188802.458722
  nChanged 676
		SP:Iteration 18Q (15212.070000 sec): 3 clusters
  Score: Raw -10202015.511995 + Penalty 12982.407842 = -10189033.104153
  nChanged 628
		SP:Iteration 19Q (15212.370000 sec): 3 clusters
  Score: Raw -10202229.324139 + Penalty 12982.407842 = -10189246.916298
  nChanged 591
		SP:Iteration 20F (15212.670000 sec): 3 clusters
  Score: Raw -10202419.026492 + Penalty 12982.407842 = -10189436.618651
  nChanged 554
		SP:Iteration 21Q (15212.970000 sec): 3 clusters
  Score: Raw -10202573.338707 + Penalty 12982.407842 = -10189590.930866
  nChanged 466
		SP:Iteration 22Q (15213.270000 sec): 3 clusters
  Score: Raw -10202690.966500 + Penalty 12982.407842 = -10189708.558659
  nChanged 364
		SP:Iteration 23Q (15213.560000 sec): 3 clusters
  Score: Raw -10202768.550262 + Penalty 12982.407842 = -10189786.142420
  nChanged 275
		SP:Iteration 24Q (15213.860000 sec): 3 clusters
  Score: Raw -10202823.591105 + Penalty 12982.407842 = -10189841.183263
  nChanged 227
		SP:Iteration 25Q (15214.150000 sec): 3 clusters
  Score: Raw -10202868.521137 + Penalty 12982.407842 = -10189886.113296
  nChanged 215
		SP:Iteration 26Q (15214.450000 sec): 3 clusters
  Score: Raw -10202907.194701 + Penalty 12982.407842 = -10189924.786859
  nChanged 195
		SP:Iteration 27Q (15214.740000 sec): 3 clusters
  Score: Raw -10202939.979653 + Penalty 12982.407842 = -10189957.571811
  nChanged 181
		SP:Iteration 28Q (15215.030000 sec): 3 clusters
  Score: Raw -10202970.631459 + Penalty 12982.407842 = -10189988.223617
  nChanged 156
		SP:Iteration 29Q (15215.330000 sec): 3 clusters
  Score: Raw -10202996.762876 + Penalty 12982.407842 = -10190014.355034
  nChanged 166
		SP:Iteration 30Q (15215.620000 sec): 3 clusters
  Score: Raw -10203025.075189 + Penalty 12982.407842 = -10190042.667347
  nChanged 136
		SP:Iteration 31Q (15215.910000 sec): 3 clusters
  Score: Raw -10203045.306817 + Penalty 12982.407842 = -10190062.898975
  nChanged 128
		SP:Iteration 32Q (15216.200000 sec): 3 clusters
  Score: Raw -10203065.018851 + Penalty 12982.407842 = -10190082.611009
  nChanged 115
		SP:Iteration 33Q (15216.500000 sec): 3 clusters
  Score: Raw -10203081.155842 + Penalty 12982.407842 = -10190098.748000
  nChanged 93
		SP:Iteration 34Q (15216.790000 sec): 3 clusters
  Score: Raw -10203092.255503 + Penalty 12982.407842 = -10190109.847661
  nChanged 93
		SP:Iteration 35Q (15217.080000 sec): 3 clusters
  Score: Raw -10203103.991891 + Penalty 12982.407842 = -10190121.584050
  nChanged 79
		SP:Iteration 36Q (15217.370000 sec): 3 clusters
  Score: Raw -10203114.900671 + Penalty 12982.407842 = -10190132.492829
  nChanged 79
		SP:Iteration 37Q (15217.660000 sec): 3 clusters
  Score: Raw -10203125.624643 + Penalty 12982.407842 = -10190143.216801
  nChanged 94
		SP:Iteration 38Q (15217.950000 sec): 3 clusters
  Score: Raw -10203139.629718 + Penalty 12982.407842 = -10190157.221877
  nChanged 98
		SP:Iteration 39Q (15218.240000 sec): 3 clusters
  Score: Raw -10203151.955091 + Penalty 12982.407842 = -10190169.547249
  nChanged 71
		SP:Iteration 40F (15218.550000 sec): 3 clusters
  Score: Raw -10203160.243731 + Penalty 12982.407842 = -10190177.835889
  nChanged 66
		SP:Iteration 41Q (15218.840000 sec): 3 clusters
  Score: Raw -10203167.610807 + Penalty 12982.407842 = -10190185.202965
  nChanged 54
		SP:Iteration 42Q (15219.130000 sec): 3 clusters
  Score: Raw -10203173.185842 + Penalty 12982.407842 = -10190190.778000
  nChanged 42
		SP:Iteration 43Q (15219.420000 sec): 3 clusters
  Score: Raw -10203178.105446 + Penalty 12982.407842 = -10190195.697604
  nChanged 45
		SP:Iteration 44Q (15219.710000 sec): 3 clusters
  Score: Raw -10203182.633206 + Penalty 12982.407842 = -10190200.225364
  nChanged 37
		SP:Iteration 45Q (15220.010000 sec): 3 clusters
  Score: Raw -10203186.054947 + Penalty 12982.407842 = -10190203.647105
  nChanged 32
		SP:Iteration 46Q (15220.290000 sec): 3 clusters
  Score: Raw -10203188.903273 + Penalty 12982.407842 = -10190206.495431
  nChanged 27
		SP:Iteration 47Q (15220.590000 sec): 3 clusters
  Score: Raw -10203191.341649 + Penalty 12982.407842 = -10190208.933807
  nChanged 27
		SP:Iteration 48Q (15220.870000 sec): 3 clusters
  Score: Raw -10203194.438066 + Penalty 12982.407842 = -10190212.030224
  nChanged 23
		SP:Iteration 49Q (15221.170000 sec): 3 clusters
  Score: Raw -10203196.379533 + Penalty 12982.407842 = -10190213.971691
  nChanged 23
		SP:Iteration 50Q (15221.450000 sec): 3 clusters
  Score: Raw -10203198.369372 + Penalty 12982.407842 = -10190215.961530
  nChanged 26
		SP:Iteration 51Q (15221.750000 sec): 3 clusters
  Score: Raw -10203201.243693 + Penalty 12982.407842 = -10190218.835852
  nChanged 26
		SP:Iteration 52Q (15222.040000 sec): 3 clusters
  Score: Raw -10203204.165986 + Penalty 12982.407842 = -10190221.758144
  nChanged 30
		SP:Iteration 53Q (15222.330000 sec): 3 clusters
  Score: Raw -10203207.426785 + Penalty 12982.407842 = -10190225.018943
  nChanged 30
		SP:Iteration 54Q (15222.620000 sec): 3 clusters
  Score: Raw -10203210.275158 + Penalty 12982.407842 = -10190227.867316
  nChanged 26
		SP:Iteration 55Q (15222.920000 sec): 3 clusters
  Score: Raw -10203212.680432 + Penalty 12982.407842 = -10190230.272590
  nChanged 32
		SP:Iteration 56Q (15223.200000 sec): 3 clusters
  Score: Raw -10203215.810162 + Penalty 12982.407842 = -10190233.402320
  nChanged 39
		SP:Iteration 57Q (15223.500000 sec): 3 clusters
  Score: Raw -10203219.393105 + Penalty 12982.407842 = -10190236.985263
  nChanged 29
		SP:Iteration 58Q (15223.780000 sec): 3 clusters
  Score: Raw -10203221.945804 + Penalty 12982.407842 = -10190239.537962
  nChanged 18
		SP:Iteration 59Q (15224.080000 sec): 3 clusters
  Score: Raw -10203223.483155 + Penalty 12982.407842 = -10190241.075314
  nChanged 14
		SP:Iteration 60F (15224.380000 sec): 3 clusters
  Score: Raw -10203224.700462 + Penalty 12982.407842 = -10190242.292620
  nChanged 14
		SP:Iteration 61Q (15224.680000 sec): 3 clusters
  Score: Raw -10203225.876100 + Penalty 12982.407842 = -10190243.468258
  nChanged 12
		SP:Iteration 62Q (15224.970000 sec): 3 clusters
  Score: Raw -10203226.876409 + Penalty 12982.407842 = -10190244.468567
  nChanged 15
		SP:Iteration 63Q (15225.260000 sec): 3 clusters
  Score: Raw -10203228.158363 + Penalty 12982.407842 = -10190245.750521
  nChanged 20
		SP:Iteration 64Q (15225.550000 sec): 3 clusters
  Score: Raw -10203229.781989 + Penalty 12982.407842 = -10190247.374147
  nChanged 18
		SP:Iteration 65Q (15225.840000 sec): 3 clusters
  Score: Raw -10203231.318002 + Penalty 12982.407842 = -10190248.910160
  nChanged 14
		SP:Iteration 66Q (15226.120000 sec): 3 clusters
  Score: Raw -10203232.961418 + Penalty 12982.407842 = -10190250.553576
  nChanged 21
		SP:Iteration 67Q (15226.420000 sec): 3 clusters
  Score: Raw -10203234.836086 + Penalty 12982.407842 = -10190252.428245
  nChanged 13
		SP:Iteration 68Q (15226.710000 sec): 3 clusters
  Score: Raw -10203235.991463 + Penalty 12982.407842 = -10190253.583621
  nChanged 12
		SP:Iteration 69Q (15227.000000 sec): 3 clusters
  Score: Raw -10203237.215625 + Penalty 12982.407842 = -10190254.807783
  nChanged 13
		SP:Iteration 70Q (15227.290000 sec): 3 clusters
  Score: Raw -10203238.455848 + Penalty 12982.407842 = -10190256.048006
  nChanged 17
		SP:Iteration 71Q (15227.580000 sec): 3 clusters
  Score: Raw -10203240.124460 + Penalty 12982.407842 = -10190257.716618
  nChanged 19
		SP:Iteration 72Q (15227.870000 sec): 3 clusters
  Score: Raw -10203242.057553 + Penalty 12982.407842 = -10190259.649711
  nChanged 21
		SP:Iteration 73Q (15228.160000 sec): 3 clusters
  Score: Raw -10203244.089238 + Penalty 12982.407842 = -10190261.681396
  nChanged 17
		SP:Iteration 74Q (15228.450000 sec): 3 clusters
  Score: Raw -10203245.618883 + Penalty 12982.407842 = -10190263.211041
  nChanged 21
		SP:Iteration 75Q (15228.740000 sec): 3 clusters
  Score: Raw -10203247.501067 + Penalty 12982.407842 = -10190265.093225
  nChanged 21
		SP:Iteration 76Q (15229.030000 sec): 3 clusters
  Score: Raw -10203249.230756 + Penalty 12982.407842 = -10190266.822915
  nChanged 17
		SP:Iteration 77Q (15229.320000 sec): 3 clusters
  Score: Raw -10203250.563478 + Penalty 12982.407842 = -10190268.155637
  nChanged 12
		SP:Iteration 78Q (15229.610000 sec): 3 clusters
  Score: Raw -10203251.542561 + Penalty 12982.407842 = -10190269.134719
  nChanged 19
		SP:Iteration 79Q (15229.900000 sec): 3 clusters
  Score: Raw -10203253.150201 + Penalty 12982.407842 = -10190270.742360
  nChanged 23
		SP:Iteration 80F (15230.210000 sec): 3 clusters
  Score: Raw -10203255.112727 + Penalty 12982.407842 = -10190272.704885
  nChanged 17
		SP:Iteration 81Q (15230.500000 sec): 3 clusters
  Score: Raw -10203256.414834 + Penalty 12982.407842 = -10190274.006992
  nChanged 14
		SP:Iteration 82Q (15230.790000 sec): 3 clusters
  Score: Raw -10203257.518396 + Penalty 12982.407842 = -10190275.110554
  nChanged 7
		SP:Iteration 83Q (15231.080000 sec): 3 clusters
  Score: Raw -10203258.199631 + Penalty 12982.407842 = -10190275.791790
  nChanged 7
		SP:Iteration 84Q (15231.380000 sec): 3 clusters
  Score: Raw -10203258.675151 + Penalty 12982.407842 = -10190276.267310
  nChanged 0
		SP:Iteration 85F (15231.680000 sec): 3 clusters
  Score: Raw -10203258.675151 + Penalty 12982.407842 = -10190276.267310
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 23 (28432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15231.870000 sec): 2 clusters
  Score: Raw -7555799.235845 + Penalty 6281.353212 = -7549517.882633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15232.090000 sec): 3 clusters
  Score: Raw -7540228.302980 + Penalty 12562.706424 = -7527665.596555
  nChanged 11929
		SP:Iteration 1F (15232.310000 sec): 3 clusters
  Score: Raw -7546756.286753 + Penalty 12562.706424 = -7534193.580328
  nChanged 1915
		SP:Iteration 2F (15232.520000 sec): 3 clusters
  Score: Raw -7547724.952203 + Penalty 12562.706424 = -7535162.245779
  nChanged 1527
		SP:Iteration 3F (15232.740000 sec): 3 clusters
  Score: Raw -7548504.154111 + Penalty 12562.706424 = -7535941.447687
  nChanged 1301
		SP:Iteration 4Q (15232.960000 sec): 3 clusters
  Score: Raw -7549147.625434 + Penalty 12562.706424 = -7536584.919010
  nChanged 1190
		SP:Iteration 5Q (15233.170000 sec): 3 clusters
  Score: Raw -7549670.320338 + Penalty 12562.706424 = -7537107.613913
  nChanged 1023
		SP:Iteration 6Q (15233.390000 sec): 3 clusters
  Score: Raw -7550104.757388 + Penalty 12562.706424 = -7537542.050964
  nChanged 924
		SP:Iteration 7Q (15233.610000 sec): 3 clusters
  Score: Raw -7550501.034120 + Penalty 12562.706424 = -7537938.327696
  nChanged 939
		SP:Iteration 8Q (15233.820000 sec): 3 clusters
  Score: Raw -7550934.360562 + Penalty 12562.706424 = -7538371.654138
  nChanged 985
		SP:Iteration 9Q (15234.040000 sec): 3 clusters
  Score: Raw -7551397.326837 + Penalty 12562.706424 = -7538834.620413
  nChanged 1009
		SP:Iteration 10Q (15234.250000 sec): 3 clusters
  Score: Raw -7551899.661594 + Penalty 12562.706424 = -7539336.955170
  nChanged 968
		SP:Iteration 11Q (15234.470000 sec): 3 clusters
  Score: Raw -7552403.861691 + Penalty 12562.706424 = -7539841.155267
  nChanged 972
		SP:Iteration 12Q (15234.680000 sec): 3 clusters
  Score: Raw -7552907.040724 + Penalty 12562.706424 = -7540344.334299
  nChanged 948
		SP:Iteration 13Q (15234.890000 sec): 3 clusters
  Score: Raw -7553409.499367 + Penalty 12562.706424 = -7540846.792943
  nChanged 852
		SP:Iteration 14Q (15235.110000 sec): 3 clusters
  Score: Raw -7553860.880430 + Penalty 12562.706424 = -7541298.174006
  nChanged 798
		SP:Iteration 15Q (15235.320000 sec): 3 clusters
  Score: Raw -7554270.757870 + Penalty 12562.706424 = -7541708.051445
  nChanged 689
		SP:Iteration 16Q (15235.530000 sec): 3 clusters
  Score: Raw -7554623.883320 + Penalty 12562.706424 = -7542061.176896
  nChanged 597
		SP:Iteration 17Q (15235.740000 sec): 3 clusters
  Score: Raw -7554936.438622 + Penalty 12562.706424 = -7542373.732198
  nChanged 547
		SP:Iteration 18Q (15235.950000 sec): 3 clusters
  Score: Raw -7555236.026277 + Penalty 12562.706424 = -7542673.319853
  nChanged 484
		SP:Iteration 19Q (15236.150000 sec): 3 clusters
  Score: Raw -7555516.665039 + Penalty 12562.706424 = -7542953.958614
  nChanged 418
		SP:Iteration 20F (15236.370000 sec): 3 clusters
  Score: Raw -7555770.145091 + Penalty 12562.706424 = -7543207.438667
  nChanged 334
		SP:Iteration 21Q (15236.570000 sec): 3 clusters
  Score: Raw -7555976.827492 + Penalty 12562.706424 = -7543414.121068
  nChanged 265
		SP:Iteration 22Q (15236.770000 sec): 3 clusters
  Score: Raw -7556150.279815 + Penalty 12562.706424 = -7543587.573390
  nChanged 217
		SP:Iteration 23Q (15236.960000 sec): 3 clusters
  Score: Raw -7556285.009667 + Penalty 12562.706424 = -7543722.303243
  nChanged 179
		SP:Iteration 24Q (15237.150000 sec): 3 clusters
  Score: Raw -7556392.632286 + Penalty 12562.706424 = -7543829.925862
  nChanged 150
		SP:Iteration 25Q (15237.340000 sec): 3 clusters
  Score: Raw -7556479.886902 + Penalty 12562.706424 = -7543917.180478
  nChanged 134
		SP:Iteration 26Q (15237.530000 sec): 3 clusters
  Score: Raw -7556559.144717 + Penalty 12562.706424 = -7543996.438293
  nChanged 114
		SP:Iteration 27Q (15237.710000 sec): 3 clusters
  Score: Raw -7556626.950311 + Penalty 12562.706424 = -7544064.243887
  nChanged 100
		SP:Iteration 28Q (15237.890000 sec): 3 clusters
  Score: Raw -7556702.798182 + Penalty 12562.706424 = -7544140.091757
  nChanged 104
		SP:Iteration 29Q (15238.070000 sec): 3 clusters
  Score: Raw -7556773.962336 + Penalty 12562.706424 = -7544211.255912
  nChanged 74
		SP:Iteration 30Q (15238.250000 sec): 3 clusters
  Score: Raw -7556814.477978 + Penalty 12562.706424 = -7544251.771554
  nChanged 47
		SP:Iteration 31Q (15238.430000 sec): 3 clusters
  Score: Raw -7556839.463787 + Penalty 12562.706424 = -7544276.757363
  nChanged 49
		SP:Iteration 32Q (15238.600000 sec): 3 clusters
  Score: Raw -7556870.083467 + Penalty 12562.706424 = -7544307.377043
  nChanged 60
		SP:Iteration 33Q (15238.770000 sec): 3 clusters
  Score: Raw -7556908.867889 + Penalty 12562.706424 = -7544346.161465
  nChanged 57
		SP:Iteration 34Q (15238.950000 sec): 3 clusters
  Score: Raw -7556940.736545 + Penalty 12562.706424 = -7544378.030121
  nChanged 49
		SP:Iteration 35Q (15239.120000 sec): 3 clusters
  Score: Raw -7556965.194234 + Penalty 12562.706424 = -7544402.487810
  nChanged 39
		SP:Iteration 36Q (15239.290000 sec): 3 clusters
  Score: Raw -7556987.516492 + Penalty 12562.706424 = -7544424.810068
  nChanged 43
		SP:Iteration 37Q (15239.460000 sec): 3 clusters
  Score: Raw -7557015.911356 + Penalty 12562.706424 = -7544453.204932
  nChanged 52
		SP:Iteration 38Q (15239.630000 sec): 3 clusters
  Score: Raw -7557059.088129 + Penalty 12562.706424 = -7544496.381705
  nChanged 64
		SP:Iteration 39Q (15239.800000 sec): 3 clusters
  Score: Raw -7557107.360692 + Penalty 12562.706424 = -7544544.654267
  nChanged 58
		SP:Iteration 40F (15240.010000 sec): 3 clusters
  Score: Raw -7557143.635870 + Penalty 12562.706424 = -7544580.929445
  nChanged 52
		SP:Iteration 41Q (15240.180000 sec): 3 clusters
  Score: Raw -7557183.965643 + Penalty 12562.706424 = -7544621.259219
  nChanged 52
		SP:Iteration 42Q (15240.350000 sec): 3 clusters
  Score: Raw -7557218.864129 + Penalty 12562.706424 = -7544656.157705
  nChanged 49
		SP:Iteration 43Q (15240.510000 sec): 3 clusters
  Score: Raw -7557244.731094 + Penalty 12562.706424 = -7544682.024670
  nChanged 44
		SP:Iteration 44Q (15240.680000 sec): 3 clusters
  Score: Raw -7557273.584236 + Penalty 12562.706424 = -7544710.877811
  nChanged 60
		SP:Iteration 45Q (15240.840000 sec): 3 clusters
  Score: Raw -7557313.138737 + Penalty 12562.706424 = -7544750.432312
  nChanged 60
		SP:Iteration 46Q (15241.000000 sec): 3 clusters
  Score: Raw -7557352.689050 + Penalty 12562.706424 = -7544789.982625
  nChanged 57
		SP:Iteration 47Q (15241.170000 sec): 3 clusters
  Score: Raw -7557387.104869 + Penalty 12562.706424 = -7544824.398444
  nChanged 41
		SP:Iteration 48Q (15241.330000 sec): 3 clusters
  Score: Raw -7557412.819910 + Penalty 12562.706424 = -7544850.113486
  nChanged 26
		SP:Iteration 49Q (15241.490000 sec): 3 clusters
  Score: Raw -7557427.513556 + Penalty 12562.706424 = -7544864.807132
  nChanged 24
		SP:Iteration 50Q (15241.650000 sec): 3 clusters
  Score: Raw -7557441.907417 + Penalty 12562.706424 = -7544879.200993
  nChanged 24
		SP:Iteration 51Q (15241.810000 sec): 3 clusters
  Score: Raw -7557458.495516 + Penalty 12562.706424 = -7544895.789092
  nChanged 19
		SP:Iteration 52Q (15241.970000 sec): 3 clusters
  Score: Raw -7557468.514539 + Penalty 12562.706424 = -7544905.808114
  nChanged 13
		SP:Iteration 53Q (15242.130000 sec): 3 clusters
  Score: Raw -7557479.632401 + Penalty 12562.706424 = -7544916.925977
  nChanged 11
		SP:Iteration 54Q (15242.290000 sec): 3 clusters
  Score: Raw -7557486.121496 + Penalty 12562.706424 = -7544923.415072
  nChanged 9
		SP:Iteration 55Q (15242.450000 sec): 3 clusters
  Score: Raw -7557489.154789 + Penalty 12562.706424 = -7544926.448365
  nChanged 6
		SP:Iteration 56Q (15242.610000 sec): 3 clusters
  Score: Raw -7557491.122417 + Penalty 12562.706424 = -7544928.415993
  nChanged 7
		SP:Iteration 57Q (15242.770000 sec): 3 clusters
  Score: Raw -7557493.531087 + Penalty 12562.706424 = -7544930.824663
  nChanged 4
		SP:Iteration 58Q (15242.930000 sec): 3 clusters
  Score: Raw -7557494.767058 + Penalty 12562.706424 = -7544932.060633
  nChanged 1
		SP:Iteration 59Q (15243.090000 sec): 3 clusters
  Score: Raw -7557495.206671 + Penalty 12562.706424 = -7544932.500247
  nChanged 0
		SP:Iteration 60F (15243.300000 sec): 3 clusters
  Score: Raw -7557495.206671 + Penalty 12562.706424 = -7544932.500247
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 24 (17772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15243.430000 sec): 2 clusters
  Score: Raw -4697309.184591 + Penalty 5993.544922 = -4691315.639670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15243.560000 sec): 3 clusters
  Score: Raw -4688238.544376 + Penalty 11987.089843 = -4676251.454533
  nChanged 7126
		SP:Iteration 1F (15243.700000 sec): 3 clusters
  Score: Raw -4692072.962856 + Penalty 11987.089843 = -4680085.873013
  nChanged 1248
		SP:Iteration 2F (15243.840000 sec): 3 clusters
  Score: Raw -4692748.540110 + Penalty 11987.089843 = -4680761.450267
  nChanged 927
		SP:Iteration 3F (15243.970000 sec): 3 clusters
  Score: Raw -4693196.683006 + Penalty 11987.089843 = -4681209.593162
  nChanged 727
		SP:Iteration 4Q (15244.110000 sec): 3 clusters
  Score: Raw -4693527.947620 + Penalty 11987.089843 = -4681540.857777
  nChanged 596
		SP:Iteration 5Q (15244.240000 sec): 3 clusters
  Score: Raw -4693804.320106 + Penalty 11987.089843 = -4681817.230263
  nChanged 542
		SP:Iteration 6Q (15244.380000 sec): 3 clusters
  Score: Raw -4694050.259844 + Penalty 11987.089843 = -4682063.170001
  nChanged 472
		SP:Iteration 7Q (15244.520000 sec): 3 clusters
  Score: Raw -4694263.186768 + Penalty 11987.089843 = -4682276.096925
  nChanged 457
		SP:Iteration 8Q (15244.650000 sec): 3 clusters
  Score: Raw -4694471.697847 + Penalty 11987.089843 = -4682484.608004
  nChanged 483
		SP:Iteration 9Q (15244.790000 sec): 3 clusters
  Score: Raw -4694682.352030 + Penalty 11987.089843 = -4682695.262187
  nChanged 427
		SP:Iteration 10Q (15244.920000 sec): 3 clusters
  Score: Raw -4694879.071447 + Penalty 11987.089843 = -4682891.981603
  nChanged 433
		SP:Iteration 11Q (15245.060000 sec): 3 clusters
  Score: Raw -4695083.848208 + Penalty 11987.089843 = -4683096.758365
  nChanged 404
		SP:Iteration 12Q (15245.200000 sec): 3 clusters
  Score: Raw -4695269.494944 + Penalty 11987.089843 = -4683282.405100
  nChanged 386
		SP:Iteration 13Q (15245.330000 sec): 3 clusters
  Score: Raw -4695458.150704 + Penalty 11987.089843 = -4683471.060860
  nChanged 401
		SP:Iteration 14Q (15245.470000 sec): 3 clusters
  Score: Raw -4695686.732059 + Penalty 11987.089843 = -4683699.642215
  nChanged 411
		SP:Iteration 15Q (15245.600000 sec): 3 clusters
  Score: Raw -4695904.455994 + Penalty 11987.089843 = -4683917.366151
  nChanged 400
		SP:Iteration 16Q (15245.740000 sec): 3 clusters
  Score: Raw -4696113.002968 + Penalty 11987.089843 = -4684125.913124
  nChanged 368
		SP:Iteration 17Q (15245.880000 sec): 3 clusters
  Score: Raw -4696307.530489 + Penalty 11987.089843 = -4684320.440646
  nChanged 348
		SP:Iteration 18Q (15246.020000 sec): 3 clusters
  Score: Raw -4696478.396591 + Penalty 11987.089843 = -4684491.306747
  nChanged 326
		SP:Iteration 19Q (15246.150000 sec): 3 clusters
  Score: Raw -4696656.299263 + Penalty 11987.089843 = -4684669.209420
  nChanged 339
		SP:Iteration 20F (15246.280000 sec): 3 clusters
  Score: Raw -4696855.776029 + Penalty 11987.089843 = -4684868.686186
  nChanged 349
		SP:Iteration 21Q (15246.420000 sec): 3 clusters
  Score: Raw -4697066.959564 + Penalty 11987.089843 = -4685079.869720
  nChanged 328
		SP:Iteration 22Q (15246.550000 sec): 3 clusters
  Score: Raw -4697254.126945 + Penalty 11987.089843 = -4685267.037101
  nChanged 306
		SP:Iteration 23Q (15246.680000 sec): 3 clusters
  Score: Raw -4697429.997702 + Penalty 11987.089843 = -4685442.907858
  nChanged 269
		SP:Iteration 24Q (15246.810000 sec): 3 clusters
  Score: Raw -4697590.507622 + Penalty 11987.089843 = -4685603.417778
  nChanged 229
		SP:Iteration 25Q (15246.930000 sec): 3 clusters
  Score: Raw -4697711.366669 + Penalty 11987.089843 = -4685724.276825
  nChanged 202
		SP:Iteration 26Q (15247.060000 sec): 3 clusters
  Score: Raw -4697812.266188 + Penalty 11987.089843 = -4685825.176344
  nChanged 173
		SP:Iteration 27Q (15247.180000 sec): 3 clusters
  Score: Raw -4697906.373176 + Penalty 11987.089843 = -4685919.283332
  nChanged 162
		SP:Iteration 28Q (15247.310000 sec): 3 clusters
  Score: Raw -4697982.540603 + Penalty 11987.089843 = -4685995.450760
  nChanged 132
		SP:Iteration 29Q (15247.430000 sec): 3 clusters
  Score: Raw -4698029.255292 + Penalty 11987.089843 = -4686042.165448
  nChanged 92
		SP:Iteration 30Q (15247.560000 sec): 3 clusters
  Score: Raw -4698064.429337 + Penalty 11987.089843 = -4686077.339494
  nChanged 77
		SP:Iteration 31Q (15247.680000 sec): 3 clusters
  Score: Raw -4698092.933091 + Penalty 11987.089843 = -4686105.843248
  nChanged 65
		SP:Iteration 32Q (15247.800000 sec): 3 clusters
  Score: Raw -4698112.208030 + Penalty 11987.089843 = -4686125.118187
  nChanged 46
		SP:Iteration 33Q (15247.920000 sec): 3 clusters
  Score: Raw -4698125.885756 + Penalty 11987.089843 = -4686138.795913
  nChanged 35
		SP:Iteration 34Q (15248.040000 sec): 3 clusters
  Score: Raw -4698137.282324 + Penalty 11987.089843 = -4686150.192480
  nChanged 38
		SP:Iteration 35Q (15248.160000 sec): 3 clusters
  Score: Raw -4698148.759689 + Penalty 11987.089843 = -4686161.669846
  nChanged 29
		SP:Iteration 36Q (15248.280000 sec): 3 clusters
  Score: Raw -4698158.179055 + Penalty 11987.089843 = -4686171.089212
  nChanged 34
		SP:Iteration 37Q (15248.400000 sec): 3 clusters
  Score: Raw -4698166.994237 + Penalty 11987.089843 = -4686179.904394
  nChanged 27
		SP:Iteration 38Q (15248.520000 sec): 3 clusters
  Score: Raw -4698174.624362 + Penalty 11987.089843 = -4686187.534519
  nChanged 22
		SP:Iteration 39Q (15248.640000 sec): 3 clusters
  Score: Raw -4698180.571856 + Penalty 11987.089843 = -4686193.482013
  nChanged 19
		SP:Iteration 40F (15248.770000 sec): 3 clusters
  Score: Raw -4698185.243577 + Penalty 11987.089843 = -4686198.153733
  nChanged 14
		SP:Iteration 41Q (15248.890000 sec): 3 clusters
  Score: Raw -4698188.770838 + Penalty 11987.089843 = -4686201.680995
  nChanged 11
		SP:Iteration 42Q (15249.010000 sec): 3 clusters
  Score: Raw -4698191.813959 + Penalty 11987.089843 = -4686204.724116
  nChanged 11
		SP:Iteration 43Q (15249.130000 sec): 3 clusters
  Score: Raw -4698194.626993 + Penalty 11987.089843 = -4686207.537149
  nChanged 14
		SP:Iteration 44Q (15249.250000 sec): 3 clusters
  Score: Raw -4698198.205226 + Penalty 11987.089843 = -4686211.115382
  nChanged 10
		SP:Iteration 45Q (15249.370000 sec): 3 clusters
  Score: Raw -4698200.816032 + Penalty 11987.089843 = -4686213.726188
  nChanged 9
		SP:Iteration 46Q (15249.490000 sec): 3 clusters
  Score: Raw -4698203.323656 + Penalty 11987.089843 = -4686216.233812
  nChanged 16
		SP:Iteration 47Q (15249.610000 sec): 3 clusters
  Score: Raw -4698208.265849 + Penalty 11987.089843 = -4686221.176005
  nChanged 19
		SP:Iteration 48Q (15249.730000 sec): 3 clusters
  Score: Raw -4698213.883032 + Penalty 11987.089843 = -4686226.793188
  nChanged 16
		SP:Iteration 49Q (15249.850000 sec): 3 clusters
  Score: Raw -4698219.022190 + Penalty 11987.089843 = -4686231.932346
  nChanged 16
		SP:Iteration 50Q (15249.970000 sec): 3 clusters
  Score: Raw -4698224.142640 + Penalty 11987.089843 = -4686237.052797
  nChanged 16
		SP:Iteration 51Q (15250.090000 sec): 3 clusters
  Score: Raw -4698227.894962 + Penalty 11987.089843 = -4686240.805118
  nChanged 11
		SP:Iteration 52Q (15250.210000 sec): 3 clusters
  Score: Raw -4698231.361169 + Penalty 11987.089843 = -4686244.271325
  nChanged 17
		SP:Iteration 53Q (15250.330000 sec): 3 clusters
  Score: Raw -4698236.078893 + Penalty 11987.089843 = -4686248.989050
  nChanged 19
		SP:Iteration 54Q (15250.450000 sec): 3 clusters
  Score: Raw -4698241.556341 + Penalty 11987.089843 = -4686254.466497
  nChanged 17
		SP:Iteration 55Q (15250.570000 sec): 3 clusters
  Score: Raw -4698245.574085 + Penalty 11987.089843 = -4686258.484242
  nChanged 9
		SP:Iteration 56Q (15250.680000 sec): 3 clusters
  Score: Raw -4698247.756961 + Penalty 11987.089843 = -4686260.667118
  nChanged 7
		SP:Iteration 57Q (15250.800000 sec): 3 clusters
  Score: Raw -4698249.914206 + Penalty 11987.089843 = -4686262.824363
  nChanged 7
		SP:Iteration 58Q (15250.920000 sec): 3 clusters
  Score: Raw -4698251.607414 + Penalty 11987.089843 = -4686264.517571
  nChanged 8
		SP:Iteration 59Q (15251.040000 sec): 3 clusters
  Score: Raw -4698253.151951 + Penalty 11987.089843 = -4686266.062108
  nChanged 8
		SP:Iteration 60F (15251.180000 sec): 3 clusters
  Score: Raw -4698255.474516 + Penalty 11987.089843 = -4686268.384673
  nChanged 9
		SP:Iteration 61Q (15251.300000 sec): 3 clusters
  Score: Raw -4698257.523190 + Penalty 11987.089843 = -4686270.433346
  nChanged 10
		SP:Iteration 62Q (15251.410000 sec): 3 clusters
  Score: Raw -4698260.087791 + Penalty 11987.089843 = -4686272.997948
  nChanged 12
		SP:Iteration 63Q (15251.530000 sec): 3 clusters
  Score: Raw -4698262.910736 + Penalty 11987.089843 = -4686275.820893
  nChanged 11
		SP:Iteration 64Q (15251.650000 sec): 3 clusters
  Score: Raw -4698265.767703 + Penalty 11987.089843 = -4686278.677859
  nChanged 11
		SP:Iteration 65Q (15251.770000 sec): 3 clusters
  Score: Raw -4698267.893884 + Penalty 11987.089843 = -4686280.804040
  nChanged 6
		SP:Iteration 66Q (15251.890000 sec): 3 clusters
  Score: Raw -4698269.730189 + Penalty 11987.089843 = -4686282.640346
  nChanged 7
		SP:Iteration 67Q (15252.000000 sec): 3 clusters
  Score: Raw -4698272.401846 + Penalty 11987.089843 = -4686285.312003
  nChanged 8
		SP:Iteration 68Q (15252.120000 sec): 3 clusters
  Score: Raw -4698274.541683 + Penalty 11987.089843 = -4686287.451840
  nChanged 4
		SP:Iteration 69Q (15252.240000 sec): 3 clusters
  Score: Raw -4698276.261565 + Penalty 11987.089843 = -4686289.171722
  nChanged 6
		SP:Iteration 70Q (15252.360000 sec): 3 clusters
  Score: Raw -4698278.198612 + Penalty 11987.089843 = -4686291.108769
  nChanged 8
		SP:Iteration 71Q (15252.470000 sec): 3 clusters
  Score: Raw -4698279.873287 + Penalty 11987.089843 = -4686292.783444
  nChanged 4
		SP:Iteration 72Q (15252.590000 sec): 3 clusters
  Score: Raw -4698280.901522 + Penalty 11987.089843 = -4686293.811678
  nChanged 5
		SP:Iteration 73Q (15252.710000 sec): 3 clusters
  Score: Raw -4698281.871311 + Penalty 11987.089843 = -4686294.781467
  nChanged 2
		SP:Iteration 74Q (15252.820000 sec): 3 clusters
  Score: Raw -4698282.241812 + Penalty 11987.089843 = -4686295.151969
  nChanged 2
		SP:Iteration 75Q (15252.940000 sec): 3 clusters
  Score: Raw -4698282.650691 + Penalty 11987.089843 = -4686295.560848
  nChanged 3
		SP:Iteration 76Q (15253.060000 sec): 3 clusters
  Score: Raw -4698283.126938 + Penalty 11987.089843 = -4686296.037094
  nChanged 2
		SP:Iteration 77Q (15253.180000 sec): 3 clusters
  Score: Raw -4698283.655435 + Penalty 11987.089843 = -4686296.565592
  nChanged 3
		SP:Iteration 78Q (15253.300000 sec): 3 clusters
  Score: Raw -4698284.144150 + Penalty 11987.089843 = -4686297.054306
  nChanged 3
		SP:Iteration 79Q (15253.410000 sec): 3 clusters
  Score: Raw -4698284.983311 + Penalty 11987.089843 = -4686297.893468
  nChanged 3
		SP:Iteration 80F (15253.550000 sec): 3 clusters
  Score: Raw -4698285.557175 + Penalty 11987.089843 = -4686298.467331
  nChanged 3
		SP:Iteration 81Q (15253.660000 sec): 3 clusters
  Score: Raw -4698286.224723 + Penalty 11987.089843 = -4686299.134879
  nChanged 1
		SP:Iteration 82Q (15253.780000 sec): 3 clusters
  Score: Raw -4698286.474654 + Penalty 11987.089843 = -4686299.384811
  nChanged 0
		SP:Iteration 83F (15253.920000 sec): 3 clusters
  Score: Raw -4698286.474654 + Penalty 11987.089843 = -4686299.384811
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 25 (44612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15254.200000 sec): 2 clusters
  Score: Raw -11706341.962681 + Penalty 6557.276873 = -11699784.685808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15254.540000 sec): 3 clusters
  Score: Raw -11680534.849623 + Penalty 13114.553746 = -11667420.295877
  nChanged 19533
		SP:Iteration 1F (15254.870000 sec): 3 clusters
  Score: Raw -11690869.797927 + Penalty 13114.553746 = -11677755.244181
  nChanged 2428
		SP:Iteration 2F (15255.210000 sec): 3 clusters
  Score: Raw -11691814.897895 + Penalty 13114.553746 = -11678700.344149
  nChanged 2062
		SP:Iteration 3Q (15255.550000 sec): 3 clusters
  Score: Raw -11692714.641931 + Penalty 13114.553746 = -11679600.088185
  nChanged 1938
		SP:Iteration 4Q (15255.900000 sec): 3 clusters
  Score: Raw -11693718.731935 + Penalty 13114.553746 = -11680604.178189
  nChanged 1995
		SP:Iteration 5Q (15256.230000 sec): 3 clusters
  Score: Raw -11694829.901730 + Penalty 13114.553746 = -11681715.347984
  nChanged 2036
		SP:Iteration 6Q (15256.570000 sec): 3 clusters
  Score: Raw -11695971.023795 + Penalty 13114.553746 = -11682856.470048
  nChanged 2112
		SP:Iteration 7Q (15256.910000 sec): 3 clusters
  Score: Raw -11697130.629620 + Penalty 13114.553746 = -11684016.075874
  nChanged 2122
		SP:Iteration 8Q (15257.240000 sec): 3 clusters
  Score: Raw -11698245.661219 + Penalty 13114.553746 = -11685131.107473
  nChanged 2030
		SP:Iteration 9Q (15257.580000 sec): 3 clusters
  Score: Raw -11699204.609037 + Penalty 13114.553746 = -11686090.055291
  nChanged 1894
		SP:Iteration 10Q (15257.910000 sec): 3 clusters
  Score: Raw -11700018.364999 + Penalty 13114.553746 = -11686903.811253
  nChanged 1660
		SP:Iteration 11Q (15258.250000 sec): 3 clusters
  Score: Raw -11700623.560819 + Penalty 13114.553746 = -11687509.007073
  nChanged 1364
		SP:Iteration 12Q (15258.580000 sec): 3 clusters
  Score: Raw -11701092.160528 + Penalty 13114.553746 = -11687977.606782
  nChanged 1200
		SP:Iteration 13Q (15258.920000 sec): 3 clusters
  Score: Raw -11701450.332017 + Penalty 13114.553746 = -11688335.778271
  nChanged 973
		SP:Iteration 14Q (15259.240000 sec): 3 clusters
  Score: Raw -11701707.463336 + Penalty 13114.553746 = -11688592.909590
  nChanged 817
		SP:Iteration 15Q (15259.570000 sec): 3 clusters
  Score: Raw -11701904.924992 + Penalty 13114.553746 = -11688790.371245
  nChanged 689
		SP:Iteration 16Q (15259.890000 sec): 3 clusters
  Score: Raw -11702060.448830 + Penalty 13114.553746 = -11688945.895084
  nChanged 592
		SP:Iteration 17Q (15260.220000 sec): 3 clusters
  Score: Raw -11702177.848501 + Penalty 13114.553746 = -11689063.294755
  nChanged 473
		SP:Iteration 18Q (15260.540000 sec): 3 clusters
  Score: Raw -11702268.236921 + Penalty 13114.553746 = -11689153.683175
  nChanged 392
		SP:Iteration 19Q (15260.860000 sec): 3 clusters
  Score: Raw -11702337.353345 + Penalty 13114.553746 = -11689222.799599
  nChanged 352
		SP:Iteration 20F (15261.200000 sec): 3 clusters
  Score: Raw -11702396.300901 + Penalty 13114.553746 = -11689281.747155
  nChanged 328
		SP:Iteration 21Q (15261.530000 sec): 3 clusters
  Score: Raw -11702450.952100 + Penalty 13114.553746 = -11689336.398354
  nChanged 274
		SP:Iteration 22Q (15261.850000 sec): 3 clusters
  Score: Raw -11702497.793286 + Penalty 13114.553746 = -11689383.239540
  nChanged 271
		SP:Iteration 23Q (15262.180000 sec): 3 clusters
  Score: Raw -11702542.821477 + Penalty 13114.553746 = -11689428.267731
  nChanged 235
		SP:Iteration 24Q (15262.500000 sec): 3 clusters
  Score: Raw -11702582.220571 + Penalty 13114.553746 = -11689467.666825
  nChanged 228
		SP:Iteration 25Q (15262.830000 sec): 3 clusters
  Score: Raw -11702615.875165 + Penalty 13114.553746 = -11689501.321419
  nChanged 179
		SP:Iteration 26Q (15263.160000 sec): 3 clusters
  Score: Raw -11702642.540080 + Penalty 13114.553746 = -11689527.986334
  nChanged 176
		SP:Iteration 27Q (15263.480000 sec): 3 clusters
  Score: Raw -11702669.395525 + Penalty 13114.553746 = -11689554.841779
  nChanged 159
		SP:Iteration 28Q (15263.810000 sec): 3 clusters
  Score: Raw -11702691.257176 + Penalty 13114.553746 = -11689576.703430
  nChanged 143
		SP:Iteration 29Q (15264.130000 sec): 3 clusters
  Score: Raw -11702708.922951 + Penalty 13114.553746 = -11689594.369205
  nChanged 126
		SP:Iteration 30Q (15264.450000 sec): 3 clusters
  Score: Raw -11702724.209646 + Penalty 13114.553746 = -11689609.655900
  nChanged 126
		SP:Iteration 31Q (15264.770000 sec): 3 clusters
  Score: Raw -11702740.762421 + Penalty 13114.553746 = -11689626.208675
  nChanged 129
		SP:Iteration 32Q (15265.100000 sec): 3 clusters
  Score: Raw -11702758.481432 + Penalty 13114.553746 = -11689643.927686
  nChanged 116
		SP:Iteration 33Q (15265.420000 sec): 3 clusters
  Score: Raw -11702774.275682 + Penalty 13114.553746 = -11689659.721935
  nChanged 117
		SP:Iteration 34Q (15265.750000 sec): 3 clusters
  Score: Raw -11702790.618970 + Penalty 13114.553746 = -11689676.065224
  nChanged 121
		SP:Iteration 35Q (15266.070000 sec): 3 clusters
  Score: Raw -11702807.141361 + Penalty 13114.553746 = -11689692.587615
  nChanged 127
		SP:Iteration 36Q (15266.390000 sec): 3 clusters
  Score: Raw -11702823.931288 + Penalty 13114.553746 = -11689709.377542
  nChanged 113
		SP:Iteration 37Q (15266.720000 sec): 3 clusters
  Score: Raw -11702839.215663 + Penalty 13114.553746 = -11689724.661917
  nChanged 111
		SP:Iteration 38Q (15267.050000 sec): 3 clusters
  Score: Raw -11702855.041765 + Penalty 13114.553746 = -11689740.488019
  nChanged 119
		SP:Iteration 39Q (15267.380000 sec): 3 clusters
  Score: Raw -11702870.915789 + Penalty 13114.553746 = -11689756.362043
  nChanged 118
		SP:Iteration 40F (15267.720000 sec): 3 clusters
  Score: Raw -11702886.447435 + Penalty 13114.553746 = -11689771.893689
  nChanged 122
		SP:Iteration 41Q (15268.040000 sec): 3 clusters
  Score: Raw -11702902.272509 + Penalty 13114.553746 = -11689787.718762
  nChanged 97
		SP:Iteration 42Q (15268.370000 sec): 3 clusters
  Score: Raw -11702912.887731 + Penalty 13114.553746 = -11689798.333985
  nChanged 93
		SP:Iteration 43Q (15268.700000 sec): 3 clusters
  Score: Raw -11702924.877569 + Penalty 13114.553746 = -11689810.323823
  nChanged 105
		SP:Iteration 44Q (15269.020000 sec): 3 clusters
  Score: Raw -11702938.044214 + Penalty 13114.553746 = -11689823.490468
  nChanged 107
		SP:Iteration 45Q (15269.340000 sec): 3 clusters
  Score: Raw -11702953.530576 + Penalty 13114.553746 = -11689838.976830
  nChanged 111
		SP:Iteration 46Q (15269.670000 sec): 3 clusters
  Score: Raw -11702967.241085 + Penalty 13114.553746 = -11689852.687339
  nChanged 119
		SP:Iteration 47Q (15270.000000 sec): 3 clusters
  Score: Raw -11702983.145566 + Penalty 13114.553746 = -11689868.591820
  nChanged 116
		SP:Iteration 48Q (15270.320000 sec): 3 clusters
  Score: Raw -11702998.352967 + Penalty 13114.553746 = -11689883.799221
  nChanged 121
		SP:Iteration 49Q (15270.660000 sec): 3 clusters
  Score: Raw -11703014.091114 + Penalty 13114.553746 = -11689899.537368
  nChanged 122
		SP:Iteration 50Q (15270.990000 sec): 3 clusters
  Score: Raw -11703029.000311 + Penalty 13114.553746 = -11689914.446565
  nChanged 120
		SP:Iteration 51Q (15271.320000 sec): 3 clusters
  Score: Raw -11703044.618112 + Penalty 13114.553746 = -11689930.064366
  nChanged 123
		SP:Iteration 52Q (15271.640000 sec): 3 clusters
  Score: Raw -11703060.101358 + Penalty 13114.553746 = -11689945.547612
  nChanged 131
		SP:Iteration 53Q (15271.970000 sec): 3 clusters
  Score: Raw -11703077.579627 + Penalty 13114.553746 = -11689963.025881
  nChanged 130
		SP:Iteration 54Q (15272.300000 sec): 3 clusters
  Score: Raw -11703093.713219 + Penalty 13114.553746 = -11689979.159473
  nChanged 135
		SP:Iteration 55Q (15272.630000 sec): 3 clusters
  Score: Raw -11703111.941822 + Penalty 13114.553746 = -11689997.388076
  nChanged 158
		SP:Iteration 56Q (15272.970000 sec): 3 clusters
  Score: Raw -11703130.899100 + Penalty 13114.553746 = -11690016.345354
  nChanged 136
		SP:Iteration 57Q (15273.300000 sec): 3 clusters
  Score: Raw -11703146.364628 + Penalty 13114.553746 = -11690031.810882
  nChanged 127
		SP:Iteration 58Q (15273.620000 sec): 3 clusters
  Score: Raw -11703161.412420 + Penalty 13114.553746 = -11690046.858674
  nChanged 112
		SP:Iteration 59Q (15273.950000 sec): 3 clusters
  Score: Raw -11703174.785578 + Penalty 13114.553746 = -11690060.231832
  nChanged 120
		SP:Iteration 60F (15274.300000 sec): 3 clusters
  Score: Raw -11703189.611068 + Penalty 13114.553746 = -11690075.057322
  nChanged 137
		SP:Iteration 61Q (15274.630000 sec): 3 clusters
  Score: Raw -11703206.867637 + Penalty 13114.553746 = -11690092.313891
  nChanged 134
		SP:Iteration 62Q (15274.970000 sec): 3 clusters
  Score: Raw -11703224.940174 + Penalty 13114.553746 = -11690110.386428
  nChanged 157
		SP:Iteration 63Q (15275.300000 sec): 3 clusters
  Score: Raw -11703244.826898 + Penalty 13114.553746 = -11690130.273152
  nChanged 158
		SP:Iteration 64Q (15275.620000 sec): 3 clusters
  Score: Raw -11703267.320763 + Penalty 13114.553746 = -11690152.767017
  nChanged 182
		SP:Iteration 65Q (15275.950000 sec): 3 clusters
  Score: Raw -11703291.746022 + Penalty 13114.553746 = -11690177.192276
  nChanged 178
		SP:Iteration 66Q (15276.280000 sec): 3 clusters
  Score: Raw -11703316.866918 + Penalty 13114.553746 = -11690202.313172
  nChanged 187
		SP:Iteration 67Q (15276.610000 sec): 3 clusters
  Score: Raw -11703344.090819 + Penalty 13114.553746 = -11690229.537073
  nChanged 209
		SP:Iteration 68Q (15276.940000 sec): 3 clusters
  Score: Raw -11703374.727786 + Penalty 13114.553746 = -11690260.174040
  nChanged 223
		SP:Iteration 69Q (15277.270000 sec): 3 clusters
  Score: Raw -11703410.845283 + Penalty 13114.553746 = -11690296.291537
  nChanged 244
		SP:Iteration 70Q (15277.600000 sec): 3 clusters
  Score: Raw -11703451.888734 + Penalty 13114.553746 = -11690337.334988
  nChanged 273
		SP:Iteration 71Q (15277.920000 sec): 3 clusters
  Score: Raw -11703502.667675 + Penalty 13114.553746 = -11690388.113929
  nChanged 290
		SP:Iteration 72Q (15278.260000 sec): 3 clusters
  Score: Raw -11703553.992402 + Penalty 13114.553746 = -11690439.438656
  nChanged 289
		SP:Iteration 73Q (15278.580000 sec): 3 clusters
  Score: Raw -11703605.930044 + Penalty 13114.553746 = -11690491.376298
  nChanged 317
		SP:Iteration 74Q (15278.910000 sec): 3 clusters
  Score: Raw -11703667.015756 + Penalty 13114.553746 = -11690552.462010
  nChanged 315
		SP:Iteration 75Q (15279.240000 sec): 3 clusters
  Score: Raw -11703726.438114 + Penalty 13114.553746 = -11690611.884368
  nChanged 325
		SP:Iteration 76Q (15279.570000 sec): 3 clusters
  Score: Raw -11703787.850405 + Penalty 13114.553746 = -11690673.296658
  nChanged 337
		SP:Iteration 77Q (15279.900000 sec): 3 clusters
  Score: Raw -11703855.785104 + Penalty 13114.553746 = -11690741.231358
  nChanged 344
		SP:Iteration 78Q (15280.240000 sec): 3 clusters
  Score: Raw -11703925.867654 + Penalty 13114.553746 = -11690811.313908
  nChanged 341
		SP:Iteration 79Q (15280.560000 sec): 3 clusters
  Score: Raw -11703998.129605 + Penalty 13114.553746 = -11690883.575858
  nChanged 373
		SP:Iteration 80F (15280.900000 sec): 3 clusters
  Score: Raw -11704078.890119 + Penalty 13114.553746 = -11690964.336372
  nChanged 352
		SP:Iteration 81Q (15281.230000 sec): 3 clusters
  Score: Raw -11704153.816578 + Penalty 13114.553746 = -11691039.262832
  nChanged 355
		SP:Iteration 82Q (15281.560000 sec): 3 clusters
  Score: Raw -11704226.703492 + Penalty 13114.553746 = -11691112.149746
  nChanged 318
		SP:Iteration 83Q (15281.900000 sec): 3 clusters
  Score: Raw -11704298.036433 + Penalty 13114.553746 = -11691183.482687
  nChanged 367
		SP:Iteration 84Q (15282.230000 sec): 3 clusters
  Score: Raw -11704382.509528 + Penalty 13114.553746 = -11691267.955782
  nChanged 375
		SP:Iteration 85Q (15282.570000 sec): 3 clusters
  Score: Raw -11704472.812464 + Penalty 13114.553746 = -11691358.258718
  nChanged 378
		SP:Iteration 86Q (15282.900000 sec): 3 clusters
  Score: Raw -11704573.293311 + Penalty 13114.553746 = -11691458.739565
  nChanged 419
		SP:Iteration 87Q (15283.240000 sec): 3 clusters
  Score: Raw -11704692.186030 + Penalty 13114.553746 = -11691577.632284
  nChanged 443
		SP:Iteration 88Q (15283.570000 sec): 3 clusters
  Score: Raw -11704822.834218 + Penalty 13114.553746 = -11691708.280472
  nChanged 475
		SP:Iteration 89Q (15283.900000 sec): 3 clusters
  Score: Raw -11704972.687610 + Penalty 13114.553746 = -11691858.133864
  nChanged 486
		SP:Iteration 90Q (15284.230000 sec): 3 clusters
  Score: Raw -11705128.392042 + Penalty 13114.553746 = -11692013.838295
  nChanged 454
		SP:Iteration 91Q (15284.570000 sec): 3 clusters
  Score: Raw -11705283.148674 + Penalty 13114.553746 = -11692168.594928
  nChanged 462
		SP:Iteration 92Q (15284.900000 sec): 3 clusters
  Score: Raw -11705449.673668 + Penalty 13114.553746 = -11692335.119922
  nChanged 460
		SP:Iteration 93Q (15285.230000 sec): 3 clusters
  Score: Raw -11705617.122806 + Penalty 13114.553746 = -11692502.569060
  nChanged 429
		SP:Iteration 94Q (15285.560000 sec): 3 clusters
  Score: Raw -11705788.282391 + Penalty 13114.553746 = -11692673.728645
  nChanged 465
		SP:Iteration 95Q (15285.890000 sec): 3 clusters
  Score: Raw -11705997.781727 + Penalty 13114.553746 = -11692883.227981
  nChanged 434
		SP:Iteration 96Q (15286.220000 sec): 3 clusters
  Score: Raw -11706220.155979 + Penalty 13114.553746 = -11693105.602233
  nChanged 427
		SP:Iteration 97Q (15286.550000 sec): 3 clusters
  Score: Raw -11706477.449120 + Penalty 13114.553746 = -11693362.895374
  nChanged 374
		SP:Iteration 98Q (15286.880000 sec): 3 clusters
  Score: Raw -11706739.964973 + Penalty 13114.553746 = -11693625.411226
  nChanged 338
		SP:Iteration 99Q (15287.200000 sec): 3 clusters
  Score: Raw -11706971.595946 + Penalty 13114.553746 = -11693857.042200
  nChanged 281
		SP:Iteration 100F (15287.530000 sec): 3 clusters
  Score: Raw -11707394.088151 + Penalty 13114.553746 = -11694279.534405
  nChanged 302
		SP:Iteration 101Q (15287.850000 sec): 3 clusters
  Score: Raw -11708140.864142 + Penalty 13114.553746 = -11695026.310396
  nChanged 250
		SP:Iteration 102Q (15288.120000 sec): 3 clusters
  Score: Raw -11708385.205823 + Penalty 13114.553746 = -11695270.652077
  nChanged 185
		SP:Iteration 103Q (15288.390000 sec): 3 clusters
  Score: Raw -11708483.804519 + Penalty 13114.553746 = -11695369.250773
  nChanged 141
		SP:Iteration 104Q (15288.640000 sec): 3 clusters
  Score: Raw -11708549.268692 + Penalty 13114.553746 = -11695434.714945
  nChanged 97
		SP:Iteration 105Q (15288.900000 sec): 3 clusters
  Score: Raw -11708584.537621 + Penalty 13114.553746 = -11695469.983875
  nChanged 55
		SP:Iteration 106Q (15289.160000 sec): 3 clusters
  Score: Raw -11708603.223062 + Penalty 13114.553746 = -11695488.669315
  nChanged 45
		SP:Iteration 107Q (15289.410000 sec): 3 clusters
  Score: Raw -11708617.668426 + Penalty 13114.553746 = -11695503.114680
  nChanged 43
		SP:Iteration 108Q (15289.660000 sec): 3 clusters
  Score: Raw -11708632.808998 + Penalty 13114.553746 = -11695518.255251
  nChanged 44
		SP:Iteration 109Q (15289.920000 sec): 3 clusters
  Score: Raw -11708646.575883 + Penalty 13114.553746 = -11695532.022136
  nChanged 34
		SP:Iteration 110Q (15290.170000 sec): 3 clusters
  Score: Raw -11708655.393964 + Penalty 13114.553746 = -11695540.840218
  nChanged 14
		SP:Iteration 111Q (15290.420000 sec): 3 clusters
  Score: Raw -11708658.630805 + Penalty 13114.553746 = -11695544.077058
  nChanged 13
		SP:Iteration 112Q (15290.680000 sec): 3 clusters
  Score: Raw -11708661.766372 + Penalty 13114.553746 = -11695547.212626
  nChanged 15
		SP:Iteration 113Q (15290.930000 sec): 3 clusters
  Score: Raw -11708665.216653 + Penalty 13114.553746 = -11695550.662907
  nChanged 7
		SP:Iteration 114Q (15291.180000 sec): 3 clusters
  Score: Raw -11708667.248523 + Penalty 13114.553746 = -11695552.694776
  nChanged 10
		SP:Iteration 115Q (15291.430000 sec): 3 clusters
  Score: Raw -11708669.840470 + Penalty 13114.553746 = -11695555.286724
  nChanged 9
		SP:Iteration 116Q (15291.680000 sec): 3 clusters
  Score: Raw -11708671.914005 + Penalty 13114.553746 = -11695557.360259
  nChanged 6
		SP:Iteration 117Q (15291.930000 sec): 3 clusters
  Score: Raw -11708673.620596 + Penalty 13114.553746 = -11695559.066850
  nChanged 8
		SP:Iteration 118Q (15292.180000 sec): 3 clusters
  Score: Raw -11708675.971654 + Penalty 13114.553746 = -11695561.417908
  nChanged 10
		SP:Iteration 119Q (15292.430000 sec): 3 clusters
  Score: Raw -11708678.816458 + Penalty 13114.553746 = -11695564.262712
  nChanged 11
		SP:Iteration 120F (15292.760000 sec): 3 clusters
  Score: Raw -11708680.844821 + Penalty 13114.553746 = -11695566.291075
  nChanged 2
		SP:Iteration 121Q (15293.020000 sec): 3 clusters
  Score: Raw -11708681.342412 + Penalty 13114.553746 = -11695566.788665
  nChanged 3
		SP:Iteration 122Q (15293.260000 sec): 3 clusters
  Score: Raw -11708681.782637 + Penalty 13114.553746 = -11695567.228891
  nChanged 1
		SP:Iteration 123Q (15293.520000 sec): 3 clusters
  Score: Raw -11708681.970373 + Penalty 13114.553746 = -11695567.416627
  nChanged 0
		SP:Iteration 124F (15293.850000 sec): 3 clusters
  Score: Raw -11708681.970373 + Penalty 13114.553746 = -11695567.416627
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 26 (4685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15293.900000 sec): 2 clusters
  Score: Raw -1204912.249225 + Penalty 5176.924232 = -1199735.324994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15293.940000 sec): 3 clusters
  Score: Raw -1203204.402663 + Penalty 10353.848463 = -1192850.554199
  nChanged 1495
		SP:Iteration 1F (15293.980000 sec): 3 clusters
  Score: Raw -1204367.820895 + Penalty 10353.848463 = -1194013.972431
  nChanged 357
		SP:Iteration 2F (15294.010000 sec): 3 clusters
  Score: Raw -1204689.651466 + Penalty 10353.848463 = -1194335.803002
  nChanged 199
		SP:Iteration 3Q (15294.050000 sec): 3 clusters
  Score: Raw -1204888.200902 + Penalty 10353.848463 = -1194534.352439
  nChanged 154
		SP:Iteration 4Q (15294.080000 sec): 3 clusters
  Score: Raw -1205048.442580 + Penalty 10353.848463 = -1194694.594117
  nChanged 143
		SP:Iteration 5Q (15294.120000 sec): 3 clusters
  Score: Raw -1205200.346935 + Penalty 10353.848463 = -1194846.498472
  nChanged 136
		SP:Iteration 6Q (15294.150000 sec): 3 clusters
  Score: Raw -1205364.007761 + Penalty 10353.848463 = -1195010.159297
  nChanged 156
		SP:Iteration 7Q (15294.180000 sec): 3 clusters
  Score: Raw -1205549.601317 + Penalty 10353.848463 = -1195195.752853
  nChanged 153
		SP:Iteration 8Q (15294.220000 sec): 3 clusters
  Score: Raw -1205746.544643 + Penalty 10353.848463 = -1195392.696180
  nChanged 193
		SP:Iteration 9Q (15294.250000 sec): 3 clusters
  Score: Raw -1206003.463319 + Penalty 10353.848463 = -1195649.614855
  nChanged 176
		SP:Iteration 10Q (15294.290000 sec): 3 clusters
  Score: Raw -1206312.407542 + Penalty 10353.848463 = -1195958.559079
  nChanged 187
		SP:Iteration 11Q (15294.320000 sec): 3 clusters
  Score: Raw -1206685.837563 + Penalty 10353.848463 = -1196331.989099
  nChanged 187
		SP:Iteration 12Q (15294.350000 sec): 3 clusters
  Score: Raw -1207041.688988 + Penalty 10353.848463 = -1196687.840525
  nChanged 186
		SP:Iteration 13Q (15294.380000 sec): 3 clusters
  Score: Raw -1207408.276995 + Penalty 10353.848463 = -1197054.428531
  nChanged 172
		SP:Iteration 14Q (15294.410000 sec): 3 clusters
  Score: Raw -1207691.905933 + Penalty 10353.848463 = -1197338.057469
  nChanged 137
		SP:Iteration 15Q (15294.440000 sec): 3 clusters
  Score: Raw -1207875.827013 + Penalty 10353.848463 = -1197521.978549
  nChanged 95
		SP:Iteration 16Q (15294.470000 sec): 3 clusters
  Score: Raw -1208005.210723 + Penalty 10353.848463 = -1197651.362259
  nChanged 75
		SP:Iteration 17Q (15294.500000 sec): 3 clusters
  Score: Raw -1208144.534366 + Penalty 10353.848463 = -1197790.685902
  nChanged 84
		SP:Iteration 18Q (15294.530000 sec): 3 clusters
  Score: Raw -1208335.550216 + Penalty 10353.848463 = -1197981.701753
  nChanged 71
		SP:Iteration 19Q (15294.560000 sec): 3 clusters
  Score: Raw -1208532.669715 + Penalty 10353.848463 = -1198178.821252
  nChanged 54
		SP:Iteration 20F (15294.590000 sec): 3 clusters
  Score: Raw -1208637.668378 + Penalty 10353.848463 = -1198283.819914
  nChanged 35
		SP:Iteration 21Q (15294.620000 sec): 3 clusters
  Score: Raw -1208692.611988 + Penalty 10353.848463 = -1198338.763524
  nChanged 17
		SP:Iteration 22Q (15294.640000 sec): 3 clusters
  Score: Raw -1208716.017168 + Penalty 10353.848463 = -1198362.168704
  nChanged 11
		SP:Iteration 23Q (15294.670000 sec): 3 clusters
  Score: Raw -1208731.385684 + Penalty 10353.848463 = -1198377.537221
  nChanged 9
		SP:Iteration 24Q (15294.700000 sec): 3 clusters
  Score: Raw -1208741.664181 + Penalty 10353.848463 = -1198387.815717
  nChanged 8
		SP:Iteration 25Q (15294.720000 sec): 3 clusters
  Score: Raw -1208753.093316 + Penalty 10353.848463 = -1198399.244853
  nChanged 8
		SP:Iteration 26Q (15294.750000 sec): 3 clusters
  Score: Raw -1208760.232651 + Penalty 10353.848463 = -1198406.384188
  nChanged 7
		SP:Iteration 27Q (15294.780000 sec): 3 clusters
  Score: Raw -1208768.208721 + Penalty 10353.848463 = -1198414.360257
  nChanged 3
		SP:Iteration 28Q (15294.800000 sec): 3 clusters
  Score: Raw -1208771.009147 + Penalty 10353.848463 = -1198417.160684
  nChanged 1
		SP:Iteration 29Q (15294.830000 sec): 3 clusters
  Score: Raw -1208771.847023 + Penalty 10353.848463 = -1198417.998559
  nChanged 0
		SP:Iteration 30F (15294.860000 sec): 3 clusters
  Score: Raw -1208771.847023 + Penalty 10353.848463 = -1198417.998559
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 27 (9429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15294.930000 sec): 2 clusters
  Score: Raw -2455227.409926 + Penalty 5605.321512 = -2449622.088414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15295.000000 sec): 3 clusters
  Score: Raw -2451013.704684 + Penalty 11210.643024 = -2439803.061660
  nChanged 3485
		SP:Iteration 1F (15295.070000 sec): 3 clusters
  Score: Raw -2453137.314396 + Penalty 11210.643024 = -2441926.671372
  nChanged 718
		SP:Iteration 2F (15295.140000 sec): 3 clusters
  Score: Raw -2453608.549027 + Penalty 11210.643024 = -2442397.906004
  nChanged 467
		SP:Iteration 3Q (15295.210000 sec): 3 clusters
  Score: Raw -2453885.407012 + Penalty 11210.643024 = -2442674.763989
  nChanged 321
		SP:Iteration 4Q (15295.280000 sec): 3 clusters
  Score: Raw -2454057.353645 + Penalty 11210.643024 = -2442846.710622
  nChanged 225
		SP:Iteration 5Q (15295.350000 sec): 3 clusters
  Score: Raw -2454174.379175 + Penalty 11210.643024 = -2442963.736151
  nChanged 198
		SP:Iteration 6Q (15295.420000 sec): 3 clusters
  Score: Raw -2454271.535654 + Penalty 11210.643024 = -2443060.892630
  nChanged 167
		SP:Iteration 7Q (15295.490000 sec): 3 clusters
  Score: Raw -2454354.324394 + Penalty 11210.643024 = -2443143.681370
  nChanged 123
		SP:Iteration 8Q (15295.560000 sec): 3 clusters
  Score: Raw -2454415.140457 + Penalty 11210.643024 = -2443204.497434
  nChanged 109
		SP:Iteration 9Q (15295.630000 sec): 3 clusters
  Score: Raw -2454463.547812 + Penalty 11210.643024 = -2443252.904788
  nChanged 105
		SP:Iteration 10Q (15295.700000 sec): 3 clusters
  Score: Raw -2454509.617084 + Penalty 11210.643024 = -2443298.974061
  nChanged 82
		SP:Iteration 11Q (15295.770000 sec): 3 clusters
  Score: Raw -2454542.213910 + Penalty 11210.643024 = -2443331.570886
  nChanged 74
		SP:Iteration 12Q (15295.840000 sec): 3 clusters
  Score: Raw -2454569.627031 + Penalty 11210.643024 = -2443358.984007
  nChanged 61
		SP:Iteration 13Q (15295.910000 sec): 3 clusters
  Score: Raw -2454592.006563 + Penalty 11210.643024 = -2443381.363539
  nChanged 47
		SP:Iteration 14Q (15295.980000 sec): 3 clusters
  Score: Raw -2454605.161165 + Penalty 11210.643024 = -2443394.518142
  nChanged 44
		SP:Iteration 15Q (15296.050000 sec): 3 clusters
  Score: Raw -2454619.601426 + Penalty 11210.643024 = -2443408.958403
  nChanged 37
		SP:Iteration 16Q (15296.120000 sec): 3 clusters
  Score: Raw -2454631.382110 + Penalty 11210.643024 = -2443420.739086
  nChanged 35
		SP:Iteration 17Q (15296.190000 sec): 3 clusters
  Score: Raw -2454643.953047 + Penalty 11210.643024 = -2443433.310024
  nChanged 40
		SP:Iteration 18Q (15296.260000 sec): 3 clusters
  Score: Raw -2454657.287507 + Penalty 11210.643024 = -2443446.644483
  nChanged 36
		SP:Iteration 19Q (15296.330000 sec): 3 clusters
  Score: Raw -2454667.645023 + Penalty 11210.643024 = -2443457.001999
  nChanged 24
		SP:Iteration 20F (15296.400000 sec): 3 clusters
  Score: Raw -2454674.668124 + Penalty 11210.643024 = -2443464.025100
  nChanged 16
		SP:Iteration 21Q (15296.470000 sec): 3 clusters
  Score: Raw -2454679.441595 + Penalty 11210.643024 = -2443468.798571
  nChanged 14
		SP:Iteration 22Q (15296.540000 sec): 3 clusters
  Score: Raw -2454683.096776 + Penalty 11210.643024 = -2443472.453753
  nChanged 12
		SP:Iteration 23Q (15296.610000 sec): 3 clusters
  Score: Raw -2454687.451069 + Penalty 11210.643024 = -2443476.808045
  nChanged 9
		SP:Iteration 24Q (15296.680000 sec): 3 clusters
  Score: Raw -2454690.544530 + Penalty 11210.643024 = -2443479.901507
  nChanged 10
		SP:Iteration 25Q (15296.750000 sec): 3 clusters
  Score: Raw -2454694.352018 + Penalty 11210.643024 = -2443483.708995
  nChanged 11
		SP:Iteration 26Q (15296.820000 sec): 3 clusters
  Score: Raw -2454697.170342 + Penalty 11210.643024 = -2443486.527318
  nChanged 14
		SP:Iteration 27Q (15296.890000 sec): 3 clusters
  Score: Raw -2454701.529541 + Penalty 11210.643024 = -2443490.886518
  nChanged 21
		SP:Iteration 28Q (15296.960000 sec): 3 clusters
  Score: Raw -2454709.894927 + Penalty 11210.643024 = -2443499.251904
  nChanged 28
		SP:Iteration 29Q (15297.020000 sec): 3 clusters
  Score: Raw -2454720.358110 + Penalty 11210.643024 = -2443509.715087
  nChanged 36
		SP:Iteration 30Q (15297.100000 sec): 3 clusters
  Score: Raw -2454733.488908 + Penalty 11210.643024 = -2443522.845885
  nChanged 44
		SP:Iteration 31Q (15297.160000 sec): 3 clusters
  Score: Raw -2454749.918832 + Penalty 11210.643024 = -2443539.275808
  nChanged 39
		SP:Iteration 32Q (15297.240000 sec): 3 clusters
  Score: Raw -2454763.414713 + Penalty 11210.643024 = -2443552.771689
  nChanged 42
		SP:Iteration 33Q (15297.300000 sec): 3 clusters
  Score: Raw -2454777.022856 + Penalty 11210.643024 = -2443566.379833
  nChanged 38
		SP:Iteration 34Q (15297.370000 sec): 3 clusters
  Score: Raw -2454789.977197 + Penalty 11210.643024 = -2443579.334173
  nChanged 37
		SP:Iteration 35Q (15297.440000 sec): 3 clusters
  Score: Raw -2454804.558525 + Penalty 11210.643024 = -2443593.915501
  nChanged 38
		SP:Iteration 36Q (15297.510000 sec): 3 clusters
  Score: Raw -2454818.437074 + Penalty 11210.643024 = -2443607.794050
  nChanged 31
		SP:Iteration 37Q (15297.580000 sec): 3 clusters
  Score: Raw -2454828.741029 + Penalty 11210.643024 = -2443618.098005
  nChanged 28
		SP:Iteration 38Q (15297.650000 sec): 3 clusters
  Score: Raw -2454837.481221 + Penalty 11210.643024 = -2443626.838198
  nChanged 23
		SP:Iteration 39Q (15297.720000 sec): 3 clusters
  Score: Raw -2454845.341463 + Penalty 11210.643024 = -2443634.698439
  nChanged 25
		SP:Iteration 40F (15297.790000 sec): 3 clusters
  Score: Raw -2454854.677870 + Penalty 11210.643024 = -2443644.034846
  nChanged 24
		SP:Iteration 41Q (15297.860000 sec): 3 clusters
  Score: Raw -2454862.730059 + Penalty 11210.643024 = -2443652.087036
  nChanged 19
		SP:Iteration 42Q (15297.930000 sec): 3 clusters
  Score: Raw -2454868.272173 + Penalty 11210.643024 = -2443657.629150
  nChanged 11
		SP:Iteration 43Q (15298.000000 sec): 3 clusters
  Score: Raw -2454871.972136 + Penalty 11210.643024 = -2443661.329112
  nChanged 17
		SP:Iteration 44Q (15298.070000 sec): 3 clusters
  Score: Raw -2454878.396475 + Penalty 11210.643024 = -2443667.753451
  nChanged 17
		SP:Iteration 45Q (15298.140000 sec): 3 clusters
  Score: Raw -2454883.833456 + Penalty 11210.643024 = -2443673.190432
  nChanged 11
		SP:Iteration 46Q (15298.210000 sec): 3 clusters
  Score: Raw -2454887.551908 + Penalty 11210.643024 = -2443676.908884
  nChanged 10
		SP:Iteration 47Q (15298.280000 sec): 3 clusters
  Score: Raw -2454890.733375 + Penalty 11210.643024 = -2443680.090351
  nChanged 12
		SP:Iteration 48Q (15298.350000 sec): 3 clusters
  Score: Raw -2454894.599200 + Penalty 11210.643024 = -2443683.956176
  nChanged 14
		SP:Iteration 49Q (15298.420000 sec): 3 clusters
  Score: Raw -2454898.936620 + Penalty 11210.643024 = -2443688.293596
  nChanged 11
		SP:Iteration 50Q (15298.490000 sec): 3 clusters
  Score: Raw -2454902.665580 + Penalty 11210.643024 = -2443692.022557
  nChanged 13
		SP:Iteration 51Q (15298.560000 sec): 3 clusters
  Score: Raw -2454907.485878 + Penalty 11210.643024 = -2443696.842855
  nChanged 16
		SP:Iteration 52Q (15298.630000 sec): 3 clusters
  Score: Raw -2454912.398542 + Penalty 11210.643024 = -2443701.755519
  nChanged 16
		SP:Iteration 53Q (15298.700000 sec): 3 clusters
  Score: Raw -2454918.118856 + Penalty 11210.643024 = -2443707.475832
  nChanged 16
		SP:Iteration 54Q (15298.780000 sec): 3 clusters
  Score: Raw -2454922.922426 + Penalty 11210.643024 = -2443712.279402
  nChanged 6
		SP:Iteration 55Q (15298.840000 sec): 3 clusters
  Score: Raw -2454924.362608 + Penalty 11210.643024 = -2443713.719585
  nChanged 5
		SP:Iteration 56Q (15298.920000 sec): 3 clusters
  Score: Raw -2454926.108041 + Penalty 11210.643024 = -2443715.465017
  nChanged 10
		SP:Iteration 57Q (15298.990000 sec): 3 clusters
  Score: Raw -2454928.331815 + Penalty 11210.643024 = -2443717.688791
  nChanged 7
		SP:Iteration 58Q (15299.060000 sec): 3 clusters
  Score: Raw -2454930.444716 + Penalty 11210.643024 = -2443719.801693
  nChanged 12
		SP:Iteration 59Q (15299.130000 sec): 3 clusters
  Score: Raw -2454934.854131 + Penalty 11210.643024 = -2443724.211107
  nChanged 12
		SP:Iteration 60F (15299.210000 sec): 3 clusters
  Score: Raw -2454937.922872 + Penalty 11210.643024 = -2443727.279848
  nChanged 5
		SP:Iteration 61Q (15299.280000 sec): 3 clusters
  Score: Raw -2454939.524369 + Penalty 11210.643024 = -2443728.881346
  nChanged 5
		SP:Iteration 62Q (15299.350000 sec): 3 clusters
  Score: Raw -2454941.331229 + Penalty 11210.643024 = -2443730.688205
  nChanged 3
		SP:Iteration 63Q (15299.420000 sec): 3 clusters
  Score: Raw -2454942.927184 + Penalty 11210.643024 = -2443732.284161
  nChanged 5
		SP:Iteration 64Q (15299.490000 sec): 3 clusters
  Score: Raw -2454944.593509 + Penalty 11210.643024 = -2443733.950485
  nChanged 0
		SP:Iteration 65F (15299.560000 sec): 3 clusters
  Score: Raw -2454944.593509 + Penalty 11210.643024 = -2443733.950485
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 28 (33495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15299.770000 sec): 2 clusters
  Score: Raw -8941204.863443 + Penalty 6381.730265 = -8934823.133178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15300.030000 sec): 3 clusters
  Score: Raw -8922537.927396 + Penalty 12763.460530 = -8909774.466866
  nChanged 14279
		SP:Iteration 1F (15300.270000 sec): 3 clusters
  Score: Raw -8930188.285146 + Penalty 12763.460530 = -8917424.824616
  nChanged 2177
		SP:Iteration 2F (15300.530000 sec): 3 clusters
  Score: Raw -8931388.635113 + Penalty 12763.460530 = -8918625.174583
  nChanged 2047
		SP:Iteration 3F (15300.780000 sec): 3 clusters
  Score: Raw -8932637.494682 + Penalty 12763.460530 = -8919874.034152
  nChanged 2117
		SP:Iteration 4F (15301.030000 sec): 3 clusters
  Score: Raw -8934122.840179 + Penalty 12763.460530 = -8921359.379650
  nChanged 2221
		SP:Iteration 5F (15301.280000 sec): 3 clusters
  Score: Raw -8935776.132055 + Penalty 12763.460530 = -8923012.671525
  nChanged 2241
		SP:Iteration 6F (15301.530000 sec): 3 clusters
  Score: Raw -8937349.886590 + Penalty 12763.460530 = -8924586.426061
  nChanged 1942
		SP:Iteration 7F (15301.780000 sec): 3 clusters
  Score: Raw -8938475.990792 + Penalty 12763.460530 = -8925712.530262
  nChanged 1505
		SP:Iteration 8Q (15302.030000 sec): 3 clusters
  Score: Raw -8939167.139176 + Penalty 12763.460530 = -8926403.678646
  nChanged 1123
		SP:Iteration 9Q (15302.290000 sec): 3 clusters
  Score: Raw -8939564.067013 + Penalty 12763.460530 = -8926800.606484
  nChanged 712
		SP:Iteration 10Q (15302.530000 sec): 3 clusters
  Score: Raw -8939765.171942 + Penalty 12763.460530 = -8927001.711412
  nChanged 523
		SP:Iteration 11Q (15302.780000 sec): 3 clusters
  Score: Raw -8939892.981972 + Penalty 12763.460530 = -8927129.521442
  nChanged 394
		SP:Iteration 12Q (15303.030000 sec): 3 clusters
  Score: Raw -8939972.244974 + Penalty 12763.460530 = -8927208.784445
  nChanged 291
		SP:Iteration 13Q (15303.280000 sec): 3 clusters
  Score: Raw -8940026.385280 + Penalty 12763.460530 = -8927262.924750
  nChanged 229
		SP:Iteration 14Q (15303.530000 sec): 3 clusters
  Score: Raw -8940068.432717 + Penalty 12763.460530 = -8927304.972187
  nChanged 206
		SP:Iteration 15Q (15303.770000 sec): 3 clusters
  Score: Raw -8940108.401267 + Penalty 12763.460530 = -8927344.940737
  nChanged 213
		SP:Iteration 16Q (15304.020000 sec): 3 clusters
  Score: Raw -8940145.742974 + Penalty 12763.460530 = -8927382.282444
  nChanged 190
		SP:Iteration 17Q (15304.270000 sec): 3 clusters
  Score: Raw -8940178.617066 + Penalty 12763.460530 = -8927415.156536
  nChanged 183
		SP:Iteration 18Q (15304.510000 sec): 3 clusters
  Score: Raw -8940208.777488 + Penalty 12763.460530 = -8927445.316959
  nChanged 156
		SP:Iteration 19Q (15304.770000 sec): 3 clusters
  Score: Raw -8940234.299448 + Penalty 12763.460530 = -8927470.838918
  nChanged 161
		SP:Iteration 20F (15305.020000 sec): 3 clusters
  Score: Raw -8940260.614038 + Penalty 12763.460530 = -8927497.153508
  nChanged 169
		SP:Iteration 21Q (15305.270000 sec): 3 clusters
  Score: Raw -8940288.180527 + Penalty 12763.460530 = -8927524.719997
  nChanged 158
		SP:Iteration 22Q (15305.510000 sec): 3 clusters
  Score: Raw -8940315.026843 + Penalty 12763.460530 = -8927551.566313
  nChanged 172
		SP:Iteration 23Q (15305.760000 sec): 3 clusters
  Score: Raw -8940342.010197 + Penalty 12763.460530 = -8927578.549668
  nChanged 165
		SP:Iteration 24Q (15306.000000 sec): 3 clusters
  Score: Raw -8940368.756561 + Penalty 12763.460530 = -8927605.296031
  nChanged 156
		SP:Iteration 25Q (15306.250000 sec): 3 clusters
  Score: Raw -8940394.544306 + Penalty 12763.460530 = -8927631.083776
  nChanged 179
		SP:Iteration 26Q (15306.500000 sec): 3 clusters
  Score: Raw -8940424.291597 + Penalty 12763.460530 = -8927660.831067
  nChanged 156
		SP:Iteration 27Q (15306.750000 sec): 3 clusters
  Score: Raw -8940452.817227 + Penalty 12763.460530 = -8927689.356697
  nChanged 184
		SP:Iteration 28Q (15306.990000 sec): 3 clusters
  Score: Raw -8940484.177155 + Penalty 12763.460530 = -8927720.716625
  nChanged 172
		SP:Iteration 29Q (15307.240000 sec): 3 clusters
  Score: Raw -8940512.672177 + Penalty 12763.460530 = -8927749.211647
  nChanged 175
		SP:Iteration 30Q (15307.480000 sec): 3 clusters
  Score: Raw -8940541.656678 + Penalty 12763.460530 = -8927778.196148
  nChanged 183
		SP:Iteration 31Q (15307.730000 sec): 3 clusters
  Score: Raw -8940572.899187 + Penalty 12763.460530 = -8927809.438657
  nChanged 161
		SP:Iteration 32Q (15307.970000 sec): 3 clusters
  Score: Raw -8940600.065543 + Penalty 12763.460530 = -8927836.605013
  nChanged 170
		SP:Iteration 33Q (15308.210000 sec): 3 clusters
  Score: Raw -8940630.431262 + Penalty 12763.460530 = -8927866.970732
  nChanged 189
		SP:Iteration 34Q (15308.450000 sec): 3 clusters
  Score: Raw -8940664.851405 + Penalty 12763.460530 = -8927901.390875
  nChanged 181
		SP:Iteration 35Q (15308.690000 sec): 3 clusters
  Score: Raw -8940696.282123 + Penalty 12763.460530 = -8927932.821593
  nChanged 189
		SP:Iteration 36Q (15308.930000 sec): 3 clusters
  Score: Raw -8940730.097755 + Penalty 12763.460530 = -8927966.637225
  nChanged 194
		SP:Iteration 37Q (15309.180000 sec): 3 clusters
  Score: Raw -8940767.188203 + Penalty 12763.460530 = -8928003.727673
  nChanged 207
		SP:Iteration 38Q (15309.420000 sec): 3 clusters
  Score: Raw -8940805.863188 + Penalty 12763.460530 = -8928042.402658
  nChanged 221
		SP:Iteration 39Q (15309.660000 sec): 3 clusters
  Score: Raw -8940849.076787 + Penalty 12763.460530 = -8928085.616257
  nChanged 221
		SP:Iteration 40F (15309.910000 sec): 3 clusters
  Score: Raw -8940891.533540 + Penalty 12763.460530 = -8928128.073010
  nChanged 209
		SP:Iteration 41Q (15310.150000 sec): 3 clusters
  Score: Raw -8940933.216927 + Penalty 12763.460530 = -8928169.756397
  nChanged 229
		SP:Iteration 42Q (15310.390000 sec): 3 clusters
  Score: Raw -8940977.150108 + Penalty 12763.460530 = -8928213.689578
  nChanged 216
		SP:Iteration 43Q (15310.630000 sec): 3 clusters
  Score: Raw -8941022.198943 + Penalty 12763.460530 = -8928258.738413
  nChanged 252
		SP:Iteration 44Q (15310.870000 sec): 3 clusters
  Score: Raw -8941075.748481 + Penalty 12763.460530 = -8928312.287952
  nChanged 255
		SP:Iteration 45Q (15311.110000 sec): 3 clusters
  Score: Raw -8941128.113593 + Penalty 12763.460530 = -8928364.653063
  nChanged 229
		SP:Iteration 46Q (15311.350000 sec): 3 clusters
  Score: Raw -8941182.217077 + Penalty 12763.460530 = -8928418.756547
  nChanged 255
		SP:Iteration 47Q (15311.590000 sec): 3 clusters
  Score: Raw -8941241.308740 + Penalty 12763.460530 = -8928477.848210
  nChanged 255
		SP:Iteration 48Q (15311.830000 sec): 3 clusters
  Score: Raw -8941295.404380 + Penalty 12763.460530 = -8928531.943850
  nChanged 239
		SP:Iteration 49Q (15312.070000 sec): 3 clusters
  Score: Raw -8941351.861477 + Penalty 12763.460530 = -8928588.400947
  nChanged 257
		SP:Iteration 50Q (15312.300000 sec): 3 clusters
  Score: Raw -8941411.874844 + Penalty 12763.460530 = -8928648.414314
  nChanged 270
		SP:Iteration 51Q (15312.540000 sec): 3 clusters
  Score: Raw -8941475.432428 + Penalty 12763.460530 = -8928711.971898
  nChanged 259
		SP:Iteration 52Q (15312.770000 sec): 3 clusters
  Score: Raw -8941535.523490 + Penalty 12763.460530 = -8928772.062960
  nChanged 261
		SP:Iteration 53Q (15313.010000 sec): 3 clusters
  Score: Raw -8941598.066288 + Penalty 12763.460530 = -8928834.605759
  nChanged 276
		SP:Iteration 54Q (15313.240000 sec): 3 clusters
  Score: Raw -8941664.730836 + Penalty 12763.460530 = -8928901.270306
  nChanged 276
		SP:Iteration 55Q (15313.470000 sec): 3 clusters
  Score: Raw -8941730.356110 + Penalty 12763.460530 = -8928966.895580
  nChanged 237
		SP:Iteration 56Q (15313.700000 sec): 3 clusters
  Score: Raw -8941789.496243 + Penalty 12763.460530 = -8929026.035713
  nChanged 236
		SP:Iteration 57Q (15313.930000 sec): 3 clusters
  Score: Raw -8941846.291562 + Penalty 12763.460530 = -8929082.831032
  nChanged 217
		SP:Iteration 58Q (15314.160000 sec): 3 clusters
  Score: Raw -8941897.536879 + Penalty 12763.460530 = -8929134.076349
  nChanged 226
		SP:Iteration 59Q (15314.400000 sec): 3 clusters
  Score: Raw -8941949.711921 + Penalty 12763.460530 = -8929186.251391
  nChanged 224
		SP:Iteration 60F (15314.650000 sec): 3 clusters
  Score: Raw -8942004.519168 + Penalty 12763.460530 = -8929241.058638
  nChanged 223
		SP:Iteration 61Q (15314.880000 sec): 3 clusters
  Score: Raw -8942063.213450 + Penalty 12763.460530 = -8929299.752920
  nChanged 220
		SP:Iteration 62Q (15315.110000 sec): 3 clusters
  Score: Raw -8942120.706754 + Penalty 12763.460530 = -8929357.246224
  nChanged 191
		SP:Iteration 63Q (15315.340000 sec): 3 clusters
  Score: Raw -8942167.915255 + Penalty 12763.460530 = -8929404.454725
  nChanged 187
		SP:Iteration 64Q (15315.560000 sec): 3 clusters
  Score: Raw -8942208.450573 + Penalty 12763.460530 = -8929444.990044
  nChanged 150
		SP:Iteration 65Q (15315.790000 sec): 3 clusters
  Score: Raw -8942240.658503 + Penalty 12763.460530 = -8929477.197973
  nChanged 144
		SP:Iteration 66Q (15316.010000 sec): 3 clusters
  Score: Raw -8942273.447773 + Penalty 12763.460530 = -8929509.987243
  nChanged 138
		SP:Iteration 67Q (15316.240000 sec): 3 clusters
  Score: Raw -8942306.021775 + Penalty 12763.460530 = -8929542.561245
  nChanged 141
		SP:Iteration 68Q (15316.460000 sec): 3 clusters
  Score: Raw -8942340.712909 + Penalty 12763.460530 = -8929577.252379
  nChanged 136
		SP:Iteration 69Q (15316.680000 sec): 3 clusters
  Score: Raw -8942372.945418 + Penalty 12763.460530 = -8929609.484889
  nChanged 112
		SP:Iteration 70Q (15316.900000 sec): 3 clusters
  Score: Raw -8942396.513875 + Penalty 12763.460530 = -8929633.053345
  nChanged 94
		SP:Iteration 71Q (15317.120000 sec): 3 clusters
  Score: Raw -8942417.211262 + Penalty 12763.460530 = -8929653.750732
  nChanged 88
		SP:Iteration 72Q (15317.340000 sec): 3 clusters
  Score: Raw -8942436.117082 + Penalty 12763.460530 = -8929672.656552
  nChanged 75
		SP:Iteration 73Q (15317.560000 sec): 3 clusters
  Score: Raw -8942451.925983 + Penalty 12763.460530 = -8929688.465453
  nChanged 62
		SP:Iteration 74Q (15317.780000 sec): 3 clusters
  Score: Raw -8942465.262045 + Penalty 12763.460530 = -8929701.801516
  nChanged 73
		SP:Iteration 75Q (15317.990000 sec): 3 clusters
  Score: Raw -8942482.110760 + Penalty 12763.460530 = -8929718.650231
  nChanged 67
		SP:Iteration 76Q (15318.210000 sec): 3 clusters
  Score: Raw -8942497.024119 + Penalty 12763.460530 = -8929733.563589
  nChanged 69
		SP:Iteration 77Q (15318.430000 sec): 3 clusters
  Score: Raw -8942512.199455 + Penalty 12763.460530 = -8929748.738925
  nChanged 60
		SP:Iteration 78Q (15318.640000 sec): 3 clusters
  Score: Raw -8942524.550588 + Penalty 12763.460530 = -8929761.090058
  nChanged 48
		SP:Iteration 79Q (15318.860000 sec): 3 clusters
  Score: Raw -8942534.690005 + Penalty 12763.460530 = -8929771.229475
  nChanged 47
		SP:Iteration 80F (15319.120000 sec): 3 clusters
  Score: Raw -8942544.967130 + Penalty 12763.460530 = -8929781.506601
  nChanged 39
		SP:Iteration 81Q (15319.330000 sec): 3 clusters
  Score: Raw -8942553.012600 + Penalty 12763.460530 = -8929789.552070
  nChanged 35
		SP:Iteration 82Q (15319.540000 sec): 3 clusters
  Score: Raw -8942560.626525 + Penalty 12763.460530 = -8929797.165995
  nChanged 36
		SP:Iteration 83Q (15319.760000 sec): 3 clusters
  Score: Raw -8942568.127798 + Penalty 12763.460530 = -8929804.667269
  nChanged 44
		SP:Iteration 84Q (15319.980000 sec): 3 clusters
  Score: Raw -8942576.312942 + Penalty 12763.460530 = -8929812.852412
  nChanged 38
		SP:Iteration 85Q (15320.190000 sec): 3 clusters
  Score: Raw -8942583.854522 + Penalty 12763.460530 = -8929820.393992
  nChanged 42
		SP:Iteration 86Q (15320.410000 sec): 3 clusters
  Score: Raw -8942591.843608 + Penalty 12763.460530 = -8929828.383078
  nChanged 38
		SP:Iteration 87Q (15320.630000 sec): 3 clusters
  Score: Raw -8942598.868969 + Penalty 12763.460530 = -8929835.408440
  nChanged 32
		SP:Iteration 88Q (15320.840000 sec): 3 clusters
  Score: Raw -8942605.634933 + Penalty 12763.460530 = -8929842.174403
  nChanged 28
		SP:Iteration 89Q (15321.060000 sec): 3 clusters
  Score: Raw -8942611.524486 + Penalty 12763.460530 = -8929848.063956
  nChanged 34
		SP:Iteration 90Q (15321.280000 sec): 3 clusters
  Score: Raw -8942619.116420 + Penalty 12763.460530 = -8929855.655890
  nChanged 35
		SP:Iteration 91Q (15321.490000 sec): 3 clusters
  Score: Raw -8942626.468871 + Penalty 12763.460530 = -8929863.008342
  nChanged 26
		SP:Iteration 92Q (15321.710000 sec): 3 clusters
  Score: Raw -8942631.879273 + Penalty 12763.460530 = -8929868.418744
  nChanged 26
		SP:Iteration 93Q (15321.930000 sec): 3 clusters
  Score: Raw -8942636.929343 + Penalty 12763.460530 = -8929873.468813
  nChanged 19
		SP:Iteration 94Q (15322.150000 sec): 3 clusters
  Score: Raw -8942641.003484 + Penalty 12763.460530 = -8929877.542955
  nChanged 26
		SP:Iteration 95Q (15322.360000 sec): 3 clusters
  Score: Raw -8942646.321402 + Penalty 12763.460530 = -8929882.860872
  nChanged 21
		SP:Iteration 96Q (15322.570000 sec): 3 clusters
  Score: Raw -8942650.760597 + Penalty 12763.460530 = -8929887.300067
  nChanged 24
		SP:Iteration 97Q (15322.790000 sec): 3 clusters
  Score: Raw -8942654.714757 + Penalty 12763.460530 = -8929891.254228
  nChanged 9
		SP:Iteration 98Q (15323.010000 sec): 3 clusters
  Score: Raw -8942656.536379 + Penalty 12763.460530 = -8929893.075849
  nChanged 11
		SP:Iteration 99Q (15323.220000 sec): 3 clusters
  Score: Raw -8942658.190984 + Penalty 12763.460530 = -8929894.730454
  nChanged 9
		SP:Iteration 100F (15323.470000 sec): 3 clusters
  Score: Raw -8942659.771979 + Penalty 12763.460530 = -8929896.311449
  nChanged 13
		SP:Iteration 101Q (15323.690000 sec): 3 clusters
  Score: Raw -8942661.943244 + Penalty 12763.460530 = -8929898.482714
  nChanged 8
		SP:Iteration 102Q (15323.900000 sec): 3 clusters
  Score: Raw -8942663.329926 + Penalty 12763.460530 = -8929899.869396
  nChanged 12
		SP:Iteration 103Q (15324.110000 sec): 3 clusters
  Score: Raw -8942665.521761 + Penalty 12763.460530 = -8929902.061231
  nChanged 17
		SP:Iteration 104Q (15324.330000 sec): 3 clusters
  Score: Raw -8942668.710301 + Penalty 12763.460530 = -8929905.249771
  nChanged 13
		SP:Iteration 105Q (15324.540000 sec): 3 clusters
  Score: Raw -8942671.045490 + Penalty 12763.460530 = -8929907.584960
  nChanged 13
		SP:Iteration 106Q (15324.750000 sec): 3 clusters
  Score: Raw -8942673.523571 + Penalty 12763.460530 = -8929910.063041
  nChanged 8
		SP:Iteration 107Q (15324.970000 sec): 3 clusters
  Score: Raw -8942675.068549 + Penalty 12763.460530 = -8929911.608020
  nChanged 8
		SP:Iteration 108Q (15325.180000 sec): 3 clusters
  Score: Raw -8942676.693339 + Penalty 12763.460530 = -8929913.232809
  nChanged 9
		SP:Iteration 109Q (15325.390000 sec): 3 clusters
  Score: Raw -8942678.267314 + Penalty 12763.460530 = -8929914.806784
  nChanged 9
		SP:Iteration 110Q (15325.610000 sec): 3 clusters
  Score: Raw -8942679.859127 + Penalty 12763.460530 = -8929916.398597
  nChanged 12
		SP:Iteration 111Q (15325.820000 sec): 3 clusters
  Score: Raw -8942682.468766 + Penalty 12763.460530 = -8929919.008236
  nChanged 8
		SP:Iteration 112Q (15326.030000 sec): 3 clusters
  Score: Raw -8942683.742873 + Penalty 12763.460530 = -8929920.282343
  nChanged 9
		SP:Iteration 113Q (15326.250000 sec): 3 clusters
  Score: Raw -8942684.802899 + Penalty 12763.460530 = -8929921.342369
  nChanged 4
		SP:Iteration 114Q (15326.450000 sec): 3 clusters
  Score: Raw -8942685.600669 + Penalty 12763.460530 = -8929922.140139
  nChanged 9
		SP:Iteration 115Q (15326.670000 sec): 3 clusters
  Score: Raw -8942687.160666 + Penalty 12763.460530 = -8929923.700136
  nChanged 6
		SP:Iteration 116Q (15326.880000 sec): 3 clusters
  Score: Raw -8942688.223603 + Penalty 12763.460530 = -8929924.763073
  nChanged 9
		SP:Iteration 117Q (15327.090000 sec): 3 clusters
  Score: Raw -8942689.590421 + Penalty 12763.460530 = -8929926.129891
  nChanged 5
		SP:Iteration 118Q (15327.300000 sec): 3 clusters
  Score: Raw -8942690.313385 + Penalty 12763.460530 = -8929926.852855
  nChanged 5
		SP:Iteration 119Q (15327.520000 sec): 3 clusters
  Score: Raw -8942691.245476 + Penalty 12763.460530 = -8929927.784946
  nChanged 3
		SP:Iteration 120F (15327.770000 sec): 3 clusters
  Score: Raw -8942691.676086 + Penalty 12763.460530 = -8929928.215556
  nChanged 4
		SP:Iteration 121Q (15327.980000 sec): 3 clusters
  Score: Raw -8942692.185432 + Penalty 12763.460530 = -8929928.724902
  nChanged 3
		SP:Iteration 122Q (15328.190000 sec): 3 clusters
  Score: Raw -8942692.700507 + Penalty 12763.460530 = -8929929.239977
  nChanged 2
		SP:Iteration 123Q (15328.410000 sec): 3 clusters
  Score: Raw -8942692.946092 + Penalty 12763.460530 = -8929929.485563
  nChanged 0
		SP:Iteration 124F (15328.650000 sec): 3 clusters
  Score: Raw -8942692.946092 + Penalty 12763.460530 = -8929929.485563
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 29 (19453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15328.790000 sec): 2 clusters
  Score: Raw -5168797.549039 + Penalty 6048.900905 = -5162748.648134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15328.940000 sec): 3 clusters
  Score: Raw -5158753.385978 + Penalty 12097.801809 = -5146655.584169
  nChanged 7746
		SP:Iteration 1F (15329.090000 sec): 3 clusters
  Score: Raw -5162759.785499 + Penalty 12097.801809 = -5150661.983690
  nChanged 1296
		SP:Iteration 2F (15329.230000 sec): 3 clusters
  Score: Raw -5163415.163358 + Penalty 12097.801809 = -5151317.361549
  nChanged 1013
		SP:Iteration 3F (15329.380000 sec): 3 clusters
  Score: Raw -5163898.199916 + Penalty 12097.801809 = -5151800.398107
  nChanged 841
		SP:Iteration 4Q (15329.540000 sec): 3 clusters
  Score: Raw -5164281.899663 + Penalty 12097.801809 = -5152184.097854
  nChanged 749
		SP:Iteration 5Q (15329.690000 sec): 3 clusters
  Score: Raw -5164675.939866 + Penalty 12097.801809 = -5152578.138057
  nChanged 788
		SP:Iteration 6Q (15329.840000 sec): 3 clusters
  Score: Raw -5165119.367902 + Penalty 12097.801809 = -5153021.566093
  nChanged 803
		SP:Iteration 7Q (15329.980000 sec): 3 clusters
  Score: Raw -5165621.995121 + Penalty 12097.801809 = -5153524.193312
  nChanged 855
		SP:Iteration 8Q (15330.130000 sec): 3 clusters
  Score: Raw -5166145.497570 + Penalty 12097.801809 = -5154047.695761
  nChanged 877
		SP:Iteration 9Q (15330.280000 sec): 3 clusters
  Score: Raw -5166702.976115 + Penalty 12097.801809 = -5154605.174306
  nChanged 837
		SP:Iteration 10Q (15330.420000 sec): 3 clusters
  Score: Raw -5167238.874414 + Penalty 12097.801809 = -5155141.072604
  nChanged 778
		SP:Iteration 11Q (15330.570000 sec): 3 clusters
  Score: Raw -5167733.792278 + Penalty 12097.801809 = -5155635.990469
  nChanged 665
		SP:Iteration 12Q (15330.720000 sec): 3 clusters
  Score: Raw -5168131.528822 + Penalty 12097.801809 = -5156033.727013
  nChanged 548
		SP:Iteration 13Q (15330.870000 sec): 3 clusters
  Score: Raw -5168431.800191 + Penalty 12097.801809 = -5156333.998382
  nChanged 448
		SP:Iteration 14Q (15331.010000 sec): 3 clusters
  Score: Raw -5168698.720881 + Penalty 12097.801809 = -5156600.919072
  nChanged 389
		SP:Iteration 15Q (15331.160000 sec): 3 clusters
  Score: Raw -5168924.517368 + Penalty 12097.801809 = -5156826.715559
  nChanged 345
		SP:Iteration 16Q (15331.300000 sec): 3 clusters
  Score: Raw -5169112.402594 + Penalty 12097.801809 = -5157014.600785
  nChanged 275
		SP:Iteration 17Q (15331.450000 sec): 3 clusters
  Score: Raw -5169274.425830 + Penalty 12097.801809 = -5157176.624021
  nChanged 274
		SP:Iteration 18Q (15331.590000 sec): 3 clusters
  Score: Raw -5169440.289303 + Penalty 12097.801809 = -5157342.487494
  nChanged 257
		SP:Iteration 19Q (15331.740000 sec): 3 clusters
  Score: Raw -5169602.551942 + Penalty 12097.801809 = -5157504.750133
  nChanged 251
		SP:Iteration 20F (15331.880000 sec): 3 clusters
  Score: Raw -5169758.619812 + Penalty 12097.801809 = -5157660.818003
  nChanged 198
		SP:Iteration 21Q (15332.030000 sec): 3 clusters
  Score: Raw -5169877.994538 + Penalty 12097.801809 = -5157780.192729
  nChanged 174
		SP:Iteration 22Q (15332.170000 sec): 3 clusters
  Score: Raw -5169992.831560 + Penalty 12097.801809 = -5157895.029751
  nChanged 166
		SP:Iteration 23Q (15332.310000 sec): 3 clusters
  Score: Raw -5170096.464614 + Penalty 12097.801809 = -5157998.662805
  nChanged 160
		SP:Iteration 24Q (15332.450000 sec): 3 clusters
  Score: Raw -5170186.414496 + Penalty 12097.801809 = -5158088.612687
  nChanged 140
		SP:Iteration 25Q (15332.590000 sec): 3 clusters
  Score: Raw -5170268.744727 + Penalty 12097.801809 = -5158170.942918
  nChanged 146
		SP:Iteration 26Q (15332.720000 sec): 3 clusters
  Score: Raw -5170343.959745 + Penalty 12097.801809 = -5158246.157936
  nChanged 125
		SP:Iteration 27Q (15332.860000 sec): 3 clusters
  Score: Raw -5170402.923616 + Penalty 12097.801809 = -5158305.121807
  nChanged 97
		SP:Iteration 28Q (15332.990000 sec): 3 clusters
  Score: Raw -5170449.848516 + Penalty 12097.801809 = -5158352.046707
  nChanged 71
		SP:Iteration 29Q (15333.120000 sec): 3 clusters
  Score: Raw -5170483.267688 + Penalty 12097.801809 = -5158385.465879
  nChanged 56
		SP:Iteration 30Q (15333.250000 sec): 3 clusters
  Score: Raw -5170504.693787 + Penalty 12097.801809 = -5158406.891978
  nChanged 48
		SP:Iteration 31Q (15333.380000 sec): 3 clusters
  Score: Raw -5170524.394526 + Penalty 12097.801809 = -5158426.592717
  nChanged 41
		SP:Iteration 32Q (15333.510000 sec): 3 clusters
  Score: Raw -5170542.679559 + Penalty 12097.801809 = -5158444.877750
  nChanged 49
		SP:Iteration 33Q (15333.640000 sec): 3 clusters
  Score: Raw -5170561.346495 + Penalty 12097.801809 = -5158463.544686
  nChanged 45
		SP:Iteration 34Q (15333.770000 sec): 3 clusters
  Score: Raw -5170580.411367 + Penalty 12097.801809 = -5158482.609558
  nChanged 36
		SP:Iteration 35Q (15333.890000 sec): 3 clusters
  Score: Raw -5170598.510111 + Penalty 12097.801809 = -5158500.708302
  nChanged 38
		SP:Iteration 36Q (15334.020000 sec): 3 clusters
  Score: Raw -5170613.792253 + Penalty 12097.801809 = -5158515.990444
  nChanged 42
		SP:Iteration 37Q (15334.150000 sec): 3 clusters
  Score: Raw -5170628.897440 + Penalty 12097.801809 = -5158531.095631
  nChanged 28
		SP:Iteration 38Q (15334.270000 sec): 3 clusters
  Score: Raw -5170640.366763 + Penalty 12097.801809 = -5158542.564954
  nChanged 23
		SP:Iteration 39Q (15334.400000 sec): 3 clusters
  Score: Raw -5170648.242843 + Penalty 12097.801809 = -5158550.441034
  nChanged 18
		SP:Iteration 40F (15334.550000 sec): 3 clusters
  Score: Raw -5170655.127390 + Penalty 12097.801809 = -5158557.325581
  nChanged 13
		SP:Iteration 41Q (15334.670000 sec): 3 clusters
  Score: Raw -5170660.604036 + Penalty 12097.801809 = -5158562.802227
  nChanged 17
		SP:Iteration 42Q (15334.800000 sec): 3 clusters
  Score: Raw -5170667.068810 + Penalty 12097.801809 = -5158569.267001
  nChanged 16
		SP:Iteration 43Q (15334.930000 sec): 3 clusters
  Score: Raw -5170674.204210 + Penalty 12097.801809 = -5158576.402401
  nChanged 17
		SP:Iteration 44Q (15335.050000 sec): 3 clusters
  Score: Raw -5170680.636134 + Penalty 12097.801809 = -5158582.834325
  nChanged 17
		SP:Iteration 45Q (15335.170000 sec): 3 clusters
  Score: Raw -5170687.652317 + Penalty 12097.801809 = -5158589.850508
  nChanged 16
		SP:Iteration 46Q (15335.300000 sec): 3 clusters
  Score: Raw -5170692.968631 + Penalty 12097.801809 = -5158595.166822
  nChanged 13
		SP:Iteration 47Q (15335.420000 sec): 3 clusters
  Score: Raw -5170697.217732 + Penalty 12097.801809 = -5158599.415923
  nChanged 7
		SP:Iteration 48Q (15335.550000 sec): 3 clusters
  Score: Raw -5170699.006237 + Penalty 12097.801809 = -5158601.204428
  nChanged 4
		SP:Iteration 49Q (15335.670000 sec): 3 clusters
  Score: Raw -5170700.188578 + Penalty 12097.801809 = -5158602.386769
  nChanged 4
		SP:Iteration 50Q (15335.790000 sec): 3 clusters
  Score: Raw -5170701.486021 + Penalty 12097.801809 = -5158603.684212
  nChanged 4
		SP:Iteration 51Q (15335.920000 sec): 3 clusters
  Score: Raw -5170703.374294 + Penalty 12097.801809 = -5158605.572485
  nChanged 4
		SP:Iteration 52Q (15336.040000 sec): 3 clusters
  Score: Raw -5170704.851060 + Penalty 12097.801809 = -5158607.049251
  nChanged 5
		SP:Iteration 53Q (15336.170000 sec): 3 clusters
  Score: Raw -5170706.510703 + Penalty 12097.801809 = -5158608.708894
  nChanged 9
		SP:Iteration 54Q (15336.290000 sec): 3 clusters
  Score: Raw -5170709.137540 + Penalty 12097.801809 = -5158611.335731
  nChanged 1
		SP:Iteration 55Q (15336.410000 sec): 3 clusters
  Score: Raw -5170709.699186 + Penalty 12097.801809 = -5158611.897377
  nChanged 3
		SP:Iteration 56Q (15336.540000 sec): 3 clusters
  Score: Raw -5170710.835039 + Penalty 12097.801809 = -5158613.033230
  nChanged 4
		SP:Iteration 57Q (15336.660000 sec): 3 clusters
  Score: Raw -5170712.130232 + Penalty 12097.801809 = -5158614.328423
  nChanged 3
		SP:Iteration 58Q (15336.780000 sec): 3 clusters
  Score: Raw -5170713.058562 + Penalty 12097.801809 = -5158615.256753
  nChanged 3
		SP:Iteration 59Q (15336.910000 sec): 3 clusters
  Score: Raw -5170713.862866 + Penalty 12097.801809 = -5158616.061057
  nChanged 4
		SP:Iteration 60F (15337.050000 sec): 3 clusters
  Score: Raw -5170715.206070 + Penalty 12097.801809 = -5158617.404261
  nChanged 8
		SP:Iteration 61Q (15337.170000 sec): 3 clusters
  Score: Raw -5170718.100472 + Penalty 12097.801809 = -5158620.298663
  nChanged 8
		SP:Iteration 62Q (15337.300000 sec): 3 clusters
  Score: Raw -5170720.815458 + Penalty 12097.801809 = -5158623.013649
  nChanged 7
		SP:Iteration 63Q (15337.420000 sec): 3 clusters
  Score: Raw -5170723.444014 + Penalty 12097.801809 = -5158625.642205
  nChanged 9
		SP:Iteration 64Q (15337.550000 sec): 3 clusters
  Score: Raw -5170726.914581 + Penalty 12097.801809 = -5158629.112772
  nChanged 7
		SP:Iteration 65Q (15337.670000 sec): 3 clusters
  Score: Raw -5170729.475458 + Penalty 12097.801809 = -5158631.673649
  nChanged 7
		SP:Iteration 66Q (15337.790000 sec): 3 clusters
  Score: Raw -5170732.242517 + Penalty 12097.801809 = -5158634.440708
  nChanged 5
		SP:Iteration 67Q (15337.910000 sec): 3 clusters
  Score: Raw -5170733.800911 + Penalty 12097.801809 = -5158635.999102
  nChanged 5
		SP:Iteration 68Q (15338.030000 sec): 3 clusters
  Score: Raw -5170736.046939 + Penalty 12097.801809 = -5158638.245130
  nChanged 3
		SP:Iteration 69Q (15338.150000 sec): 3 clusters
  Score: Raw -5170736.696592 + Penalty 12097.801809 = -5158638.894783
  nChanged 2
		SP:Iteration 70Q (15338.280000 sec): 3 clusters
  Score: Raw -5170737.339767 + Penalty 12097.801809 = -5158639.537958
  nChanged 1
		SP:Iteration 71Q (15338.400000 sec): 3 clusters
  Score: Raw -5170737.723323 + Penalty 12097.801809 = -5158639.921514
  nChanged 0
		SP:Iteration 72F (15338.560000 sec): 3 clusters
  Score: Raw -5170737.723323 + Penalty 12097.801809 = -5158639.921514
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 30 (16002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15338.660000 sec): 2 clusters
  Score: Raw -4093822.307204 + Penalty 5929.287258 = -4087893.019946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15338.780000 sec): 3 clusters
  Score: Raw -4085701.611397 + Penalty 11858.574517 = -4073843.036880
  nChanged 6378
		SP:Iteration 1F (15338.900000 sec): 3 clusters
  Score: Raw -4089222.919475 + Penalty 11858.574517 = -4077364.344958
  nChanged 1251
		SP:Iteration 2F (15339.020000 sec): 3 clusters
  Score: Raw -4090081.722685 + Penalty 11858.574517 = -4078223.148168
  nChanged 1000
		SP:Iteration 3F (15339.140000 sec): 3 clusters
  Score: Raw -4090800.054089 + Penalty 11858.574517 = -4078941.479572
  nChanged 881
		SP:Iteration 4F (15339.260000 sec): 3 clusters
  Score: Raw -4091470.559606 + Penalty 11858.574517 = -4079611.985089
  nChanged 827
		SP:Iteration 5F (15339.380000 sec): 3 clusters
  Score: Raw -4092144.968241 + Penalty 11858.574517 = -4080286.393724
  nChanged 821
		SP:Iteration 6F (15339.500000 sec): 3 clusters
  Score: Raw -4092729.004573 + Penalty 11858.574517 = -4080870.430056
  nChanged 721
		SP:Iteration 7Q (15339.620000 sec): 3 clusters
  Score: Raw -4093228.719404 + Penalty 11858.574517 = -4081370.144887
  nChanged 614
		SP:Iteration 8Q (15339.740000 sec): 3 clusters
  Score: Raw -4093640.120230 + Penalty 11858.574517 = -4081781.545713
  nChanged 546
		SP:Iteration 9Q (15339.860000 sec): 3 clusters
  Score: Raw -4093998.073119 + Penalty 11858.574517 = -4082139.498602
  nChanged 494
		SP:Iteration 10Q (15339.980000 sec): 3 clusters
  Score: Raw -4094273.284901 + Penalty 11858.574517 = -4082414.710384
  nChanged 406
		SP:Iteration 11Q (15340.090000 sec): 3 clusters
  Score: Raw -4094477.128585 + Penalty 11858.574517 = -4082618.554069
  nChanged 306
		SP:Iteration 12Q (15340.210000 sec): 3 clusters
  Score: Raw -4094622.427905 + Penalty 11858.574517 = -4082763.853388
  nChanged 282
		SP:Iteration 13Q (15340.330000 sec): 3 clusters
  Score: Raw -4094750.520721 + Penalty 11858.574517 = -4082891.946204
  nChanged 243
		SP:Iteration 14Q (15340.440000 sec): 3 clusters
  Score: Raw -4094847.373484 + Penalty 11858.574517 = -4082988.798967
  nChanged 203
		SP:Iteration 15Q (15340.550000 sec): 3 clusters
  Score: Raw -4094923.701597 + Penalty 11858.574517 = -4083065.127081
  nChanged 150
		SP:Iteration 16Q (15340.660000 sec): 3 clusters
  Score: Raw -4094973.528723 + Penalty 11858.574517 = -4083114.954206
  nChanged 116
		SP:Iteration 17Q (15340.780000 sec): 3 clusters
  Score: Raw -4095012.442522 + Penalty 11858.574517 = -4083153.868005
  nChanged 99
		SP:Iteration 18Q (15340.890000 sec): 3 clusters
  Score: Raw -4095047.242453 + Penalty 11858.574517 = -4083188.667936
  nChanged 107
		SP:Iteration 19Q (15341.010000 sec): 3 clusters
  Score: Raw -4095082.313866 + Penalty 11858.574517 = -4083223.739349
  nChanged 95
		SP:Iteration 20F (15341.130000 sec): 3 clusters
  Score: Raw -4095109.723432 + Penalty 11858.574517 = -4083251.148915
  nChanged 78
		SP:Iteration 21Q (15341.240000 sec): 3 clusters
  Score: Raw -4095135.628726 + Penalty 11858.574517 = -4083277.054209
  nChanged 79
		SP:Iteration 22Q (15341.350000 sec): 3 clusters
  Score: Raw -4095158.142563 + Penalty 11858.574517 = -4083299.568046
  nChanged 64
		SP:Iteration 23Q (15341.470000 sec): 3 clusters
  Score: Raw -4095176.939382 + Penalty 11858.574517 = -4083318.364866
  nChanged 67
		SP:Iteration 24Q (15341.580000 sec): 3 clusters
  Score: Raw -4095195.170291 + Penalty 11858.574517 = -4083336.595774
  nChanged 52
		SP:Iteration 25Q (15341.690000 sec): 3 clusters
  Score: Raw -4095209.688982 + Penalty 11858.574517 = -4083351.114465
  nChanged 41
		SP:Iteration 26Q (15341.810000 sec): 3 clusters
  Score: Raw -4095220.288778 + Penalty 11858.574517 = -4083361.714261
  nChanged 33
		SP:Iteration 27Q (15341.920000 sec): 3 clusters
  Score: Raw -4095228.396797 + Penalty 11858.574517 = -4083369.822281
  nChanged 28
		SP:Iteration 28Q (15342.030000 sec): 3 clusters
  Score: Raw -4095233.995456 + Penalty 11858.574517 = -4083375.420939
  nChanged 20
		SP:Iteration 29Q (15342.150000 sec): 3 clusters
  Score: Raw -4095238.265051 + Penalty 11858.574517 = -4083379.690534
  nChanged 17
		SP:Iteration 30Q (15342.260000 sec): 3 clusters
  Score: Raw -4095241.906490 + Penalty 11858.574517 = -4083383.331973
  nChanged 15
		SP:Iteration 31Q (15342.370000 sec): 3 clusters
  Score: Raw -4095245.139299 + Penalty 11858.574517 = -4083386.564782
  nChanged 10
		SP:Iteration 32Q (15342.480000 sec): 3 clusters
  Score: Raw -4095247.214706 + Penalty 11858.574517 = -4083388.640189
  nChanged 9
		SP:Iteration 33Q (15342.590000 sec): 3 clusters
  Score: Raw -4095249.054093 + Penalty 11858.574517 = -4083390.479576
  nChanged 7
		SP:Iteration 34Q (15342.710000 sec): 3 clusters
  Score: Raw -4095250.372721 + Penalty 11858.574517 = -4083391.798204
  nChanged 5
		SP:Iteration 35Q (15342.820000 sec): 3 clusters
  Score: Raw -4095251.587655 + Penalty 11858.574517 = -4083393.013138
  nChanged 5
		SP:Iteration 36Q (15342.930000 sec): 3 clusters
  Score: Raw -4095252.834584 + Penalty 11858.574517 = -4083394.260067
  nChanged 1
		SP:Iteration 37Q (15343.050000 sec): 3 clusters
  Score: Raw -4095253.083334 + Penalty 11858.574517 = -4083394.508817
  nChanged 2
		SP:Iteration 38Q (15343.160000 sec): 3 clusters
  Score: Raw -4095253.342538 + Penalty 11858.574517 = -4083394.768022
  nChanged 2
		SP:Iteration 39Q (15343.270000 sec): 3 clusters
  Score: Raw -4095253.658428 + Penalty 11858.574517 = -4083395.083911
  nChanged 2
		SP:Iteration 40F (15343.390000 sec): 3 clusters
  Score: Raw -4095254.016213 + Penalty 11858.574517 = -4083395.441696
  nChanged 3
		SP:Iteration 41Q (15343.510000 sec): 3 clusters
  Score: Raw -4095254.689887 + Penalty 11858.574517 = -4083396.115370
  nChanged 2
		SP:Iteration 42Q (15343.620000 sec): 3 clusters
  Score: Raw -4095254.938649 + Penalty 11858.574517 = -4083396.364132
  nChanged 2
		SP:Iteration 43Q (15343.730000 sec): 3 clusters
  Score: Raw -4095255.257479 + Penalty 11858.574517 = -4083396.682962
  nChanged 1
		SP:Iteration 44Q (15343.850000 sec): 3 clusters
  Score: Raw -4095255.450783 + Penalty 11858.574517 = -4083396.876267
  nChanged 1
		SP:Iteration 45Q (15343.960000 sec): 3 clusters
  Score: Raw -4095255.658686 + Penalty 11858.574517 = -4083397.084169
  nChanged 2
		SP:Iteration 46Q (15344.070000 sec): 3 clusters
  Score: Raw -4095256.041099 + Penalty 11858.574517 = -4083397.466582
  nChanged 2
		SP:Iteration 47Q (15344.180000 sec): 3 clusters
  Score: Raw -4095256.274618 + Penalty 11858.574517 = -4083397.700101
  nChanged 0
		SP:Iteration 48F (15344.310000 sec): 3 clusters
  Score: Raw -4095256.274618 + Penalty 11858.574517 = -4083397.700101
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 31 (173522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15345.440000 sec): 2 clusters
  Score: Raw -46682919.517537 + Penalty 7389.236549 = -46675530.280988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15346.760000 sec): 3 clusters
  Score: Raw -46573263.548371 + Penalty 14778.473098 = -46558485.075273
  nChanged 81268
		SP:Iteration 1F (15348.090000 sec): 3 clusters
  Score: Raw -46619217.812531 + Penalty 14778.473098 = -46604439.339433
  nChanged 5929
		SP:Iteration 2Q (15349.430000 sec): 3 clusters
  Score: Raw -46620629.367036 + Penalty 14778.473098 = -46605850.893939
  nChanged 5623
		SP:Iteration 3Q (15350.770000 sec): 3 clusters
  Score: Raw -46622049.339973 + Penalty 14778.473098 = -46607270.866876
  nChanged 5652
		SP:Iteration 4Q (15352.110000 sec): 3 clusters
  Score: Raw -46623695.070670 + Penalty 14778.473098 = -46608916.597573
  nChanged 6067
		SP:Iteration 5Q (15353.450000 sec): 3 clusters
  Score: Raw -46625815.514451 + Penalty 14778.473098 = -46611037.041353
  nChanged 6826
		SP:Iteration 6Q (15354.780000 sec): 3 clusters
  Score: Raw -46628940.731106 + Penalty 14778.473098 = -46614162.258008
  nChanged 8284
		SP:Iteration 7Q (15356.110000 sec): 3 clusters
  Score: Raw -46633543.483259 + Penalty 14778.473098 = -46618765.010162
  nChanged 9854
		SP:Iteration 8F (15357.440000 sec): 3 clusters
  Score: Raw -46640020.023944 + Penalty 14778.473098 = -46625241.550846
  nChanged 11346
		SP:Iteration 9F (15358.770000 sec): 3 clusters
  Score: Raw -46648413.630376 + Penalty 14778.473098 = -46633635.157278
  nChanged 11880
		SP:Iteration 10F (15360.090000 sec): 3 clusters
  Score: Raw -46657990.058736 + Penalty 14778.473098 = -46643211.585638
  nChanged 11140
		SP:Iteration 11F (15361.420000 sec): 3 clusters
  Score: Raw -46667431.390667 + Penalty 14778.473098 = -46652652.917570
  nChanged 8489
		SP:Iteration 12Q (15362.640000 sec): 3 clusters
  Score: Raw -46674742.293535 + Penalty 14778.473098 = -46659963.820438
  nChanged 5382
		SP:Iteration 13Q (15363.800000 sec): 3 clusters
  Score: Raw -46679273.505415 + Penalty 14778.473098 = -46664495.032318
  nChanged 2813
		SP:Iteration 14Q (15364.880000 sec): 3 clusters
  Score: Raw -46681628.795128 + Penalty 14778.473098 = -46666850.322030
  nChanged 1260
		SP:Iteration 15Q (15365.890000 sec): 3 clusters
  Score: Raw -46682684.062568 + Penalty 14778.473098 = -46667905.589471
  nChanged 574
		SP:Iteration 16Q (15366.860000 sec): 3 clusters
  Score: Raw -46683181.311662 + Penalty 14778.473098 = -46668402.838565
  nChanged 284
		SP:Iteration 17Q (15367.790000 sec): 3 clusters
  Score: Raw -46683446.304402 + Penalty 14778.473098 = -46668667.831304
  nChanged 152
		SP:Iteration 18Q (15368.710000 sec): 3 clusters
  Score: Raw -46683589.408756 + Penalty 14778.473098 = -46668810.935658
  nChanged 95
		SP:Iteration 19Q (15369.630000 sec): 3 clusters
  Score: Raw -46683688.440435 + Penalty 14778.473098 = -46668909.967337
  nChanged 67
		SP:Iteration 20F (15370.940000 sec): 3 clusters
  Score: Raw -46683756.502053 + Penalty 14778.473098 = -46668978.028956
  nChanged 43
		SP:Iteration 21Q (15371.860000 sec): 3 clusters
  Score: Raw -46683799.817801 + Penalty 14778.473098 = -46669021.344703
  nChanged 30
		SP:Iteration 22Q (15372.760000 sec): 3 clusters
  Score: Raw -46683830.787652 + Penalty 14778.473098 = -46669052.314554
  nChanged 30
		SP:Iteration 23Q (15373.660000 sec): 3 clusters
  Score: Raw -46683857.070127 + Penalty 14778.473098 = -46669078.597030
  nChanged 10
		SP:Iteration 24Q (15374.580000 sec): 3 clusters
  Score: Raw -46683865.705336 + Penalty 14778.473098 = -46669087.232238
  nChanged 7
		SP:Iteration 25Q (15375.470000 sec): 3 clusters
  Score: Raw -46683871.652395 + Penalty 14778.473098 = -46669093.179297
  nChanged 4
		SP:Iteration 26Q (15376.370000 sec): 3 clusters
  Score: Raw -46683874.908454 + Penalty 14778.473098 = -46669096.435356
  nChanged 1
		SP:Iteration 27Q (15377.270000 sec): 3 clusters
  Score: Raw -46683875.399709 + Penalty 14778.473098 = -46669096.926612
  nChanged 3
		SP:Iteration 28Q (15378.160000 sec): 3 clusters
  Score: Raw -46683877.446492 + Penalty 14778.473098 = -46669098.973395
  nChanged 2
		SP:Iteration 29Q (15379.060000 sec): 3 clusters
  Score: Raw -46683878.652110 + Penalty 14778.473098 = -46669100.179012
  nChanged 1
		SP:Iteration 30Q (15379.950000 sec): 3 clusters
  Score: Raw -46683879.237902 + Penalty 14778.473098 = -46669100.764804
  nChanged 1
		SP:Iteration 31Q (15380.840000 sec): 3 clusters
  Score: Raw -46683879.792009 + Penalty 14778.473098 = -46669101.318911
  nChanged 1
		SP:Iteration 32Q (15381.740000 sec): 3 clusters
  Score: Raw -46683880.480611 + Penalty 14778.473098 = -46669102.007514
  nChanged 1
		SP:Iteration 33Q (15382.640000 sec): 3 clusters
  Score: Raw -46683882.320307 + Penalty 14778.473098 = -46669103.847209
  nChanged 2
		SP:Iteration 34Q (15383.540000 sec): 3 clusters
  Score: Raw -46683883.745027 + Penalty 14778.473098 = -46669105.271930
  nChanged 2
		SP:Iteration 35Q (15384.440000 sec): 3 clusters
  Score: Raw -46683885.898512 + Penalty 14778.473098 = -46669107.425415
  nChanged 4
		SP:Iteration 36Q (15385.330000 sec): 3 clusters
  Score: Raw -46683889.760402 + Penalty 14778.473098 = -46669111.287305
  nChanged 3
		SP:Iteration 37Q (15386.230000 sec): 3 clusters
  Score: Raw -46683892.951621 + Penalty 14778.473098 = -46669114.478523
  nChanged 1
		SP:Iteration 38Q (15387.120000 sec): 3 clusters
  Score: Raw -46683893.940359 + Penalty 14778.473098 = -46669115.467261
  nChanged 2
		SP:Iteration 39Q (15388.020000 sec): 3 clusters
  Score: Raw -46683896.568248 + Penalty 14778.473098 = -46669118.095150
  nChanged 2
		SP:Iteration 40F (15389.330000 sec): 3 clusters
  Score: Raw -46683898.141086 + Penalty 14778.473098 = -46669119.667989
  nChanged 1
		SP:Iteration 41Q (15390.230000 sec): 3 clusters
  Score: Raw -46683898.677596 + Penalty 14778.473098 = -46669120.204499
  nChanged 0
		SP:Iteration 42F (15391.540000 sec): 3 clusters
  Score: Raw -46683898.677596 + Penalty 14778.473098 = -46669120.204499
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 32 (30989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15391.810000 sec): 2 clusters
  Score: Raw -8262513.352914 + Penalty 6334.099894 = -8256179.253020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15392.050000 sec): 3 clusters
  Score: Raw -8245388.818865 + Penalty 12668.199788 = -8232720.619077
  nChanged 13173
		SP:Iteration 1F (15392.290000 sec): 3 clusters
  Score: Raw -8252260.376303 + Penalty 12668.199788 = -8239592.176516
  nChanged 1903
		SP:Iteration 2F (15392.520000 sec): 3 clusters
  Score: Raw -8253056.066988 + Penalty 12668.199788 = -8240387.867200
  nChanged 1512
		SP:Iteration 3Q (15392.750000 sec): 3 clusters
  Score: Raw -8253642.811671 + Penalty 12668.199788 = -8240974.611883
  nChanged 1188
		SP:Iteration 4Q (15392.990000 sec): 3 clusters
  Score: Raw -8254080.943802 + Penalty 12668.199788 = -8241412.744014
  nChanged 1043
		SP:Iteration 5Q (15393.220000 sec): 3 clusters
  Score: Raw -8254490.221952 + Penalty 12668.199788 = -8241822.022165
  nChanged 991
		SP:Iteration 6Q (15393.460000 sec): 3 clusters
  Score: Raw -8254879.761013 + Penalty 12668.199788 = -8242211.561225
  nChanged 950
		SP:Iteration 7Q (15393.690000 sec): 3 clusters
  Score: Raw -8255260.320748 + Penalty 12668.199788 = -8242592.120960
  nChanged 926
		SP:Iteration 8Q (15393.930000 sec): 3 clusters
  Score: Raw -8255650.660749 + Penalty 12668.199788 = -8242982.460961
  nChanged 915
		SP:Iteration 9Q (15394.160000 sec): 3 clusters
  Score: Raw -8256071.122427 + Penalty 12668.199788 = -8243402.922640
  nChanged 957
		SP:Iteration 10Q (15394.390000 sec): 3 clusters
  Score: Raw -8256540.000317 + Penalty 12668.199788 = -8243871.800529
  nChanged 991
		SP:Iteration 11Q (15394.630000 sec): 3 clusters
  Score: Raw -8257095.848333 + Penalty 12668.199788 = -8244427.648546
  nChanged 1068
		SP:Iteration 12Q (15394.860000 sec): 3 clusters
  Score: Raw -8257775.875813 + Penalty 12668.199788 = -8245107.676025
  nChanged 1090
		SP:Iteration 13Q (15395.090000 sec): 3 clusters
  Score: Raw -8258520.640367 + Penalty 12668.199788 = -8245852.440579
  nChanged 1101
		SP:Iteration 14Q (15395.310000 sec): 3 clusters
  Score: Raw -8259291.116448 + Penalty 12668.199788 = -8246622.916661
  nChanged 1102
		SP:Iteration 15Q (15395.540000 sec): 3 clusters
  Score: Raw -8260071.513392 + Penalty 12668.199788 = -8247403.313604
  nChanged 1006
		SP:Iteration 16Q (15395.760000 sec): 3 clusters
  Score: Raw -8260799.577107 + Penalty 12668.199788 = -8248131.377319
  nChanged 927
		SP:Iteration 17Q (15395.990000 sec): 3 clusters
  Score: Raw -8261462.055080 + Penalty 12668.199788 = -8248793.855292
  nChanged 837
		SP:Iteration 18Q (15396.200000 sec): 3 clusters
  Score: Raw -8262070.819938 + Penalty 12668.199788 = -8249402.620151
  nChanged 737
		SP:Iteration 19Q (15396.410000 sec): 3 clusters
  Score: Raw -8262596.881671 + Penalty 12668.199788 = -8249928.681883
  nChanged 600
		SP:Iteration 20F (15396.640000 sec): 3 clusters
  Score: Raw -8262980.223521 + Penalty 12668.199788 = -8250312.023733
  nChanged 489
		SP:Iteration 21Q (15396.850000 sec): 3 clusters
  Score: Raw -8263243.426726 + Penalty 12668.199788 = -8250575.226938
  nChanged 377
		SP:Iteration 22Q (15397.050000 sec): 3 clusters
  Score: Raw -8263435.147462 + Penalty 12668.199788 = -8250766.947674
  nChanged 315
		SP:Iteration 23Q (15397.250000 sec): 3 clusters
  Score: Raw -8263584.646212 + Penalty 12668.199788 = -8250916.446424
  nChanged 266
		SP:Iteration 24Q (15397.440000 sec): 3 clusters
  Score: Raw -8263705.851375 + Penalty 12668.199788 = -8251037.651587
  nChanged 196
		SP:Iteration 25Q (15397.640000 sec): 3 clusters
  Score: Raw -8263797.106278 + Penalty 12668.199788 = -8251128.906490
  nChanged 170
		SP:Iteration 26Q (15397.830000 sec): 3 clusters
  Score: Raw -8263866.427903 + Penalty 12668.199788 = -8251198.228115
  nChanged 160
		SP:Iteration 27Q (15398.030000 sec): 3 clusters
  Score: Raw -8263930.556984 + Penalty 12668.199788 = -8251262.357196
  nChanged 100
		SP:Iteration 28Q (15398.220000 sec): 3 clusters
  Score: Raw -8263969.349067 + Penalty 12668.199788 = -8251301.149280
  nChanged 89
		SP:Iteration 29Q (15398.410000 sec): 3 clusters
  Score: Raw -8264004.962576 + Penalty 12668.199788 = -8251336.762788
  nChanged 81
		SP:Iteration 30Q (15398.600000 sec): 3 clusters
  Score: Raw -8264036.668893 + Penalty 12668.199788 = -8251368.469105
  nChanged 80
		SP:Iteration 31Q (15398.790000 sec): 3 clusters
  Score: Raw -8264068.213793 + Penalty 12668.199788 = -8251400.014005
  nChanged 75
		SP:Iteration 32Q (15398.980000 sec): 3 clusters
  Score: Raw -8264099.539278 + Penalty 12668.199788 = -8251431.339490
  nChanged 74
		SP:Iteration 33Q (15399.170000 sec): 3 clusters
  Score: Raw -8264127.417490 + Penalty 12668.199788 = -8251459.217702
  nChanged 56
		SP:Iteration 34Q (15399.360000 sec): 3 clusters
  Score: Raw -8264146.156933 + Penalty 12668.199788 = -8251477.957145
  nChanged 41
		SP:Iteration 35Q (15399.550000 sec): 3 clusters
  Score: Raw -8264160.128761 + Penalty 12668.199788 = -8251491.928973
  nChanged 35
		SP:Iteration 36Q (15399.740000 sec): 3 clusters
  Score: Raw -8264172.956697 + Penalty 12668.199788 = -8251504.756909
  nChanged 29
		SP:Iteration 37Q (15399.930000 sec): 3 clusters
  Score: Raw -8264182.900708 + Penalty 12668.199788 = -8251514.700921
  nChanged 25
		SP:Iteration 38Q (15400.120000 sec): 3 clusters
  Score: Raw -8264192.254513 + Penalty 12668.199788 = -8251524.054726
  nChanged 20
		SP:Iteration 39Q (15400.310000 sec): 3 clusters
  Score: Raw -8264199.482758 + Penalty 12668.199788 = -8251531.282970
  nChanged 27
		SP:Iteration 40F (15400.540000 sec): 3 clusters
  Score: Raw -8264208.131514 + Penalty 12668.199788 = -8251539.931727
  nChanged 17
		SP:Iteration 41Q (15400.730000 sec): 3 clusters
  Score: Raw -8264213.752690 + Penalty 12668.199788 = -8251545.552903
  nChanged 15
		SP:Iteration 42Q (15400.920000 sec): 3 clusters
  Score: Raw -8264218.634601 + Penalty 12668.199788 = -8251550.434813
  nChanged 17
		SP:Iteration 43Q (15401.100000 sec): 3 clusters
  Score: Raw -8264225.903745 + Penalty 12668.199788 = -8251557.703957
  nChanged 24
		SP:Iteration 44Q (15401.290000 sec): 3 clusters
  Score: Raw -8264234.197509 + Penalty 12668.199788 = -8251565.997721
  nChanged 17
		SP:Iteration 45Q (15401.480000 sec): 3 clusters
  Score: Raw -8264239.230605 + Penalty 12668.199788 = -8251571.030817
  nChanged 12
		SP:Iteration 46Q (15401.670000 sec): 3 clusters
  Score: Raw -8264243.402465 + Penalty 12668.199788 = -8251575.202677
  nChanged 8
		SP:Iteration 47Q (15401.850000 sec): 3 clusters
  Score: Raw -8264245.515195 + Penalty 12668.199788 = -8251577.315407
  nChanged 6
		SP:Iteration 48Q (15402.040000 sec): 3 clusters
  Score: Raw -8264247.481401 + Penalty 12668.199788 = -8251579.281613
  nChanged 7
		SP:Iteration 49Q (15402.230000 sec): 3 clusters
  Score: Raw -8264249.617927 + Penalty 12668.199788 = -8251581.418139
  nChanged 8
		SP:Iteration 50Q (15402.410000 sec): 3 clusters
  Score: Raw -8264252.322449 + Penalty 12668.199788 = -8251584.122661
  nChanged 6
		SP:Iteration 51Q (15402.600000 sec): 3 clusters
  Score: Raw -8264254.027300 + Penalty 12668.199788 = -8251585.827513
  nChanged 5
		SP:Iteration 52Q (15402.790000 sec): 3 clusters
  Score: Raw -8264255.568411 + Penalty 12668.199788 = -8251587.368624
  nChanged 4
		SP:Iteration 53Q (15402.970000 sec): 3 clusters
  Score: Raw -8264256.915558 + Penalty 12668.199788 = -8251588.715770
  nChanged 3
		SP:Iteration 54Q (15403.160000 sec): 3 clusters
  Score: Raw -8264257.741750 + Penalty 12668.199788 = -8251589.541963
  nChanged 2
		SP:Iteration 55Q (15403.350000 sec): 3 clusters
  Score: Raw -8264258.289263 + Penalty 12668.199788 = -8251590.089476
  nChanged 1
		SP:Iteration 56Q (15403.530000 sec): 3 clusters
  Score: Raw -8264258.576659 + Penalty 12668.199788 = -8251590.376871
  nChanged 1
		SP:Iteration 57Q (15403.720000 sec): 3 clusters
  Score: Raw -8264258.923023 + Penalty 12668.199788 = -8251590.723235
  nChanged 3
		SP:Iteration 58Q (15403.910000 sec): 3 clusters
  Score: Raw -8264259.818800 + Penalty 12668.199788 = -8251591.619012
  nChanged 5
		SP:Iteration 59Q (15404.090000 sec): 3 clusters
  Score: Raw -8264261.164424 + Penalty 12668.199788 = -8251592.964636
  nChanged 0
		SP:Iteration 60F (15404.330000 sec): 3 clusters
  Score: Raw -8264261.164424 + Penalty 12668.199788 = -8251592.964636
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 33 (99867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15404.970000 sec): 2 clusters
  Score: Raw -26805127.121218 + Penalty 7050.851680 = -26798076.269538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15405.730000 sec): 3 clusters
  Score: Raw -26744176.676761 + Penalty 14101.703360 = -26730074.973401
  nChanged 45369
		SP:Iteration 1F (15406.490000 sec): 3 clusters
  Score: Raw -26769353.518407 + Penalty 14101.703360 = -26755251.815047
  nChanged 4614
		SP:Iteration 2Q (15407.260000 sec): 3 clusters
  Score: Raw -26771118.127342 + Penalty 14101.703360 = -26757016.423982
  nChanged 5006
		SP:Iteration 3F (15408.020000 sec): 3 clusters
  Score: Raw -26773558.232470 + Penalty 14101.703360 = -26759456.529110
  nChanged 6035
		SP:Iteration 4F (15408.780000 sec): 3 clusters
  Score: Raw -26777158.160408 + Penalty 14101.703360 = -26763056.457048
  nChanged 6995
		SP:Iteration 5F (15409.540000 sec): 3 clusters
  Score: Raw -26781978.852173 + Penalty 14101.703360 = -26767877.148812
  nChanged 7474
		SP:Iteration 6F (15410.300000 sec): 3 clusters
  Score: Raw -26787345.731978 + Penalty 14101.703360 = -26773244.028618
  nChanged 6960
		SP:Iteration 7F (15411.070000 sec): 3 clusters
  Score: Raw -26792539.859322 + Penalty 14101.703360 = -26778438.155962
  nChanged 5836
		SP:Iteration 8F (15411.840000 sec): 3 clusters
  Score: Raw -26797099.387090 + Penalty 14101.703360 = -26782997.683730
  nChanged 4496
		SP:Iteration 9Q (15412.590000 sec): 3 clusters
  Score: Raw -26801034.936732 + Penalty 14101.703360 = -26786933.233372
  nChanged 3239
		SP:Iteration 10Q (15413.350000 sec): 3 clusters
  Score: Raw -26804502.241234 + Penalty 14101.703360 = -26790400.537874
  nChanged 2158
		SP:Iteration 11Q (15414.050000 sec): 3 clusters
  Score: Raw -26806924.415733 + Penalty 14101.703360 = -26792822.712372
  nChanged 1497
		SP:Iteration 12Q (15414.690000 sec): 3 clusters
  Score: Raw -26808291.665784 + Penalty 14101.703360 = -26794189.962424
  nChanged 956
		SP:Iteration 13Q (15415.290000 sec): 3 clusters
  Score: Raw -26808936.412337 + Penalty 14101.703360 = -26794834.708977
  nChanged 610
		SP:Iteration 14Q (15415.870000 sec): 3 clusters
  Score: Raw -26809229.552176 + Penalty 14101.703360 = -26795127.848816
  nChanged 389
		SP:Iteration 15Q (15416.440000 sec): 3 clusters
  Score: Raw -26809384.590947 + Penalty 14101.703360 = -26795282.887587
  nChanged 309
		SP:Iteration 16Q (15417.010000 sec): 3 clusters
  Score: Raw -26809492.620360 + Penalty 14101.703360 = -26795390.916999
  nChanged 250
		SP:Iteration 17Q (15417.570000 sec): 3 clusters
  Score: Raw -26809577.714500 + Penalty 14101.703360 = -26795476.011140
  nChanged 191
		SP:Iteration 18Q (15418.130000 sec): 3 clusters
  Score: Raw -26809634.725148 + Penalty 14101.703360 = -26795533.021787
  nChanged 156
		SP:Iteration 19Q (15418.690000 sec): 3 clusters
  Score: Raw -26809674.277655 + Penalty 14101.703360 = -26795572.574295
  nChanged 113
		SP:Iteration 20F (15419.450000 sec): 3 clusters
  Score: Raw -26809700.963600 + Penalty 14101.703360 = -26795599.260240
  nChanged 94
		SP:Iteration 21Q (15420.000000 sec): 3 clusters
  Score: Raw -26809722.785927 + Penalty 14101.703360 = -26795621.082567
  nChanged 90
		SP:Iteration 22Q (15420.560000 sec): 3 clusters
  Score: Raw -26809743.116530 + Penalty 14101.703360 = -26795641.413170
  nChanged 80
		SP:Iteration 23Q (15421.110000 sec): 3 clusters
  Score: Raw -26809761.811913 + Penalty 14101.703360 = -26795660.108553
  nChanged 80
		SP:Iteration 24Q (15421.660000 sec): 3 clusters
  Score: Raw -26809780.747149 + Penalty 14101.703360 = -26795679.043789
  nChanged 47
		SP:Iteration 25Q (15422.210000 sec): 3 clusters
  Score: Raw -26809791.098512 + Penalty 14101.703360 = -26795689.395152
  nChanged 38
		SP:Iteration 26Q (15422.750000 sec): 3 clusters
  Score: Raw -26809798.820497 + Penalty 14101.703360 = -26795697.117137
  nChanged 35
		SP:Iteration 27Q (15423.310000 sec): 3 clusters
  Score: Raw -26809806.411324 + Penalty 14101.703360 = -26795704.707963
  nChanged 34
		SP:Iteration 28Q (15423.850000 sec): 3 clusters
  Score: Raw -26809812.668416 + Penalty 14101.703360 = -26795710.965056
  nChanged 26
		SP:Iteration 29Q (15424.400000 sec): 3 clusters
  Score: Raw -26809817.282323 + Penalty 14101.703360 = -26795715.578963
  nChanged 22
		SP:Iteration 30Q (15424.950000 sec): 3 clusters
  Score: Raw -26809820.590333 + Penalty 14101.703360 = -26795718.886973
  nChanged 20
		SP:Iteration 31Q (15425.500000 sec): 3 clusters
  Score: Raw -26809825.244821 + Penalty 14101.703360 = -26795723.541461
  nChanged 22
		SP:Iteration 32Q (15426.050000 sec): 3 clusters
  Score: Raw -26809830.331929 + Penalty 14101.703360 = -26795728.628569
  nChanged 16
		SP:Iteration 33Q (15426.590000 sec): 3 clusters
  Score: Raw -26809833.453519 + Penalty 14101.703360 = -26795731.750159
  nChanged 13
		SP:Iteration 34Q (15427.140000 sec): 3 clusters
  Score: Raw -26809835.331780 + Penalty 14101.703360 = -26795733.628420
  nChanged 14
		SP:Iteration 35Q (15427.690000 sec): 3 clusters
  Score: Raw -26809837.633172 + Penalty 14101.703360 = -26795735.929812
  nChanged 10
		SP:Iteration 36Q (15428.230000 sec): 3 clusters
  Score: Raw -26809839.225241 + Penalty 14101.703360 = -26795737.521881
  nChanged 6
		SP:Iteration 37Q (15428.780000 sec): 3 clusters
  Score: Raw -26809840.133467 + Penalty 14101.703360 = -26795738.430107
  nChanged 4
		SP:Iteration 38Q (15429.330000 sec): 3 clusters
  Score: Raw -26809840.633351 + Penalty 14101.703360 = -26795738.929991
  nChanged 6
		SP:Iteration 39Q (15429.870000 sec): 3 clusters
  Score: Raw -26809841.550519 + Penalty 14101.703360 = -26795739.847159
  nChanged 5
		SP:Iteration 40F (15430.630000 sec): 3 clusters
  Score: Raw -26809842.556841 + Penalty 14101.703360 = -26795740.853481
  nChanged 2
		SP:Iteration 41Q (15431.180000 sec): 3 clusters
  Score: Raw -26809843.151848 + Penalty 14101.703360 = -26795741.448487
  nChanged 3
		SP:Iteration 42Q (15431.730000 sec): 3 clusters
  Score: Raw -26809843.647024 + Penalty 14101.703360 = -26795741.943664
  nChanged 2
		SP:Iteration 43Q (15432.280000 sec): 3 clusters
  Score: Raw -26809843.977670 + Penalty 14101.703360 = -26795742.274310
  nChanged 4
		SP:Iteration 44Q (15432.820000 sec): 3 clusters
  Score: Raw -26809844.650048 + Penalty 14101.703360 = -26795742.946688
  nChanged 6
		SP:Iteration 45Q (15433.370000 sec): 3 clusters
  Score: Raw -26809845.527631 + Penalty 14101.703360 = -26795743.824271
  nChanged 3
		SP:Iteration 46Q (15433.910000 sec): 3 clusters
  Score: Raw -26809846.007090 + Penalty 14101.703360 = -26795744.303729
  nChanged 1
		SP:Iteration 47Q (15434.460000 sec): 3 clusters
  Score: Raw -26809846.104221 + Penalty 14101.703360 = -26795744.400861
  nChanged 1
		SP:Iteration 48Q (15435.010000 sec): 3 clusters
  Score: Raw -26809846.218862 + Penalty 14101.703360 = -26795744.515502
  nChanged 1
		SP:Iteration 49Q (15435.560000 sec): 3 clusters
  Score: Raw -26809846.401936 + Penalty 14101.703360 = -26795744.698576
  nChanged 3
		SP:Iteration 50Q (15436.100000 sec): 3 clusters
  Score: Raw -26809846.827873 + Penalty 14101.703360 = -26795745.124513
  nChanged 4
		SP:Iteration 51Q (15436.650000 sec): 3 clusters
  Score: Raw -26809847.374289 + Penalty 14101.703360 = -26795745.670929
  nChanged 3
		SP:Iteration 52Q (15437.200000 sec): 3 clusters
  Score: Raw -26809847.687872 + Penalty 14101.703360 = -26795745.984512
  nChanged 1
		SP:Iteration 53Q (15437.740000 sec): 3 clusters
  Score: Raw -26809847.806593 + Penalty 14101.703360 = -26795746.103233
  nChanged 1
		SP:Iteration 54Q (15438.290000 sec): 3 clusters
  Score: Raw -26809847.956887 + Penalty 14101.703360 = -26795746.253527
  nChanged 1
		SP:Iteration 55Q (15438.840000 sec): 3 clusters
  Score: Raw -26809848.111955 + Penalty 14101.703360 = -26795746.408595
  nChanged 2
		SP:Iteration 56Q (15439.380000 sec): 3 clusters
  Score: Raw -26809848.458117 + Penalty 14101.703360 = -26795746.754757
  nChanged 1
		SP:Iteration 57Q (15439.930000 sec): 3 clusters
  Score: Raw -26809848.527521 + Penalty 14101.703360 = -26795746.824160
  nChanged 1
		SP:Iteration 58Q (15440.480000 sec): 3 clusters
  Score: Raw -26809848.638470 + Penalty 14101.703360 = -26795746.935109
  nChanged 0
		SP:Iteration 59F (15441.240000 sec): 3 clusters
  Score: Raw -26809848.638470 + Penalty 14101.703360 = -26795746.935109
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 34 (86762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15441.780000 sec): 2 clusters
  Score: Raw -22991898.092919 + Penalty 6964.690960 = -22984933.401959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15442.440000 sec): 3 clusters
  Score: Raw -22939363.300960 + Penalty 13929.381921 = -22925433.919039
  nChanged 39391
		SP:Iteration 1F (15443.100000 sec): 3 clusters
  Score: Raw -22961164.104440 + Penalty 13929.381921 = -22947234.722519
  nChanged 4194
		SP:Iteration 2Q (15443.770000 sec): 3 clusters
  Score: Raw -22962591.812733 + Penalty 13929.381921 = -22948662.430812
  nChanged 3894
		SP:Iteration 3Q (15444.440000 sec): 3 clusters
  Score: Raw -22964021.885452 + Penalty 13929.381921 = -22950092.503532
  nChanged 3834
		SP:Iteration 4Q (15445.120000 sec): 3 clusters
  Score: Raw -22965628.506387 + Penalty 13929.381921 = -22951699.124466
  nChanged 4094
		SP:Iteration 5Q (15445.790000 sec): 3 clusters
  Score: Raw -22967563.090263 + Penalty 13929.381921 = -22953633.708342
  nChanged 4281
		SP:Iteration 6Q (15446.460000 sec): 3 clusters
  Score: Raw -22969740.897594 + Penalty 13929.381921 = -22955811.515673
  nChanged 4393
		SP:Iteration 7F (15447.120000 sec): 3 clusters
  Score: Raw -22972054.158728 + Penalty 13929.381921 = -22958124.776808
  nChanged 4344
		SP:Iteration 8F (15447.780000 sec): 3 clusters
  Score: Raw -22974357.855475 + Penalty 13929.381921 = -22960428.473555
  nChanged 4359
		SP:Iteration 9F (15448.450000 sec): 3 clusters
  Score: Raw -22976717.874081 + Penalty 13929.381921 = -22962788.492160
  nChanged 4199
		SP:Iteration 10Q (15449.100000 sec): 3 clusters
  Score: Raw -22979169.204738 + Penalty 13929.381921 = -22965239.822818
  nChanged 4136
		SP:Iteration 11Q (15449.770000 sec): 3 clusters
  Score: Raw -22981794.231156 + Penalty 13929.381921 = -22967864.849235
  nChanged 3884
		SP:Iteration 12Q (15450.420000 sec): 3 clusters
  Score: Raw -22984435.175161 + Penalty 13929.381921 = -22970505.793241
  nChanged 3461
		SP:Iteration 13Q (15451.060000 sec): 3 clusters
  Score: Raw -22986917.194820 + Penalty 13929.381921 = -22972987.812900
  nChanged 2777
		SP:Iteration 14Q (15451.700000 sec): 3 clusters
  Score: Raw -22988981.151637 + Penalty 13929.381921 = -22975051.769717
  nChanged 1993
		SP:Iteration 15Q (15452.320000 sec): 3 clusters
  Score: Raw -22990439.733204 + Penalty 13929.381921 = -22976510.351283
  nChanged 1312
		SP:Iteration 16Q (15452.920000 sec): 3 clusters
  Score: Raw -22991388.265422 + Penalty 13929.381921 = -22977458.883501
  nChanged 841
		SP:Iteration 17Q (15453.490000 sec): 3 clusters
  Score: Raw -22992001.550103 + Penalty 13929.381921 = -22978072.168182
  nChanged 527
		SP:Iteration 18Q (15454.040000 sec): 3 clusters
  Score: Raw -22992362.715547 + Penalty 13929.381921 = -22978433.333627
  nChanged 324
		SP:Iteration 19Q (15454.570000 sec): 3 clusters
  Score: Raw -22992574.326648 + Penalty 13929.381921 = -22978644.944728
  nChanged 211
		SP:Iteration 20F (15455.220000 sec): 3 clusters
  Score: Raw -22992721.870957 + Penalty 13929.381921 = -22978792.489037
  nChanged 148
		SP:Iteration 21Q (15455.730000 sec): 3 clusters
  Score: Raw -22992822.524172 + Penalty 13929.381921 = -22978893.142252
  nChanged 117
		SP:Iteration 22Q (15456.230000 sec): 3 clusters
  Score: Raw -22992890.384613 + Penalty 13929.381921 = -22978961.002693
  nChanged 70
		SP:Iteration 23Q (15456.720000 sec): 3 clusters
  Score: Raw -22992936.261087 + Penalty 13929.381921 = -22979006.879166
  nChanged 59
		SP:Iteration 24Q (15457.210000 sec): 3 clusters
  Score: Raw -22992970.604766 + Penalty 13929.381921 = -22979041.222845
  nChanged 49
		SP:Iteration 25Q (15457.700000 sec): 3 clusters
  Score: Raw -22993001.141397 + Penalty 13929.381921 = -22979071.759476
  nChanged 36
		SP:Iteration 26Q (15458.190000 sec): 3 clusters
  Score: Raw -22993027.128082 + Penalty 13929.381921 = -22979097.746161
  nChanged 39
		SP:Iteration 27Q (15458.670000 sec): 3 clusters
  Score: Raw -22993056.647353 + Penalty 13929.381921 = -22979127.265432
  nChanged 31
		SP:Iteration 28Q (15459.150000 sec): 3 clusters
  Score: Raw -22993072.921749 + Penalty 13929.381921 = -22979143.539828
  nChanged 19
		SP:Iteration 29Q (15459.630000 sec): 3 clusters
  Score: Raw -22993085.631956 + Penalty 13929.381921 = -22979156.250035
  nChanged 25
		SP:Iteration 30Q (15460.110000 sec): 3 clusters
  Score: Raw -22993099.115123 + Penalty 13929.381921 = -22979169.733203
  nChanged 22
		SP:Iteration 31Q (15460.590000 sec): 3 clusters
  Score: Raw -22993112.206948 + Penalty 13929.381921 = -22979182.825028
  nChanged 16
		SP:Iteration 32Q (15461.060000 sec): 3 clusters
  Score: Raw -22993122.413721 + Penalty 13929.381921 = -22979193.031800
  nChanged 18
		SP:Iteration 33Q (15461.540000 sec): 3 clusters
  Score: Raw -22993133.590038 + Penalty 13929.381921 = -22979204.208118
  nChanged 13
		SP:Iteration 34Q (15462.020000 sec): 3 clusters
  Score: Raw -22993141.141998 + Penalty 13929.381921 = -22979211.760077
  nChanged 14
		SP:Iteration 35Q (15462.500000 sec): 3 clusters
  Score: Raw -22993148.490220 + Penalty 13929.381921 = -22979219.108299
  nChanged 15
		SP:Iteration 36Q (15462.970000 sec): 3 clusters
  Score: Raw -22993157.807948 + Penalty 13929.381921 = -22979228.426027
  nChanged 16
		SP:Iteration 37Q (15463.440000 sec): 3 clusters
  Score: Raw -22993167.058262 + Penalty 13929.381921 = -22979237.676341
  nChanged 14
		SP:Iteration 38Q (15463.920000 sec): 3 clusters
  Score: Raw -22993174.566265 + Penalty 13929.381921 = -22979245.184344
  nChanged 5
		SP:Iteration 39Q (15464.390000 sec): 3 clusters
  Score: Raw -22993177.656703 + Penalty 13929.381921 = -22979248.274783
  nChanged 3
		SP:Iteration 40F (15465.050000 sec): 3 clusters
  Score: Raw -22993179.721774 + Penalty 13929.381921 = -22979250.339854
  nChanged 5
		SP:Iteration 41Q (15465.520000 sec): 3 clusters
  Score: Raw -22993181.733127 + Penalty 13929.381921 = -22979252.351206
  nChanged 2
		SP:Iteration 42Q (15466.000000 sec): 3 clusters
  Score: Raw -22993182.542021 + Penalty 13929.381921 = -22979253.160100
  nChanged 2
		SP:Iteration 43Q (15466.480000 sec): 3 clusters
  Score: Raw -22993183.678176 + Penalty 13929.381921 = -22979254.296255
  nChanged 0
		SP:Iteration 44F (15467.140000 sec): 3 clusters
  Score: Raw -22993183.678176 + Penalty 13929.381921 = -22979254.296255
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 35 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15467.210000 sec): 2 clusters
  Score: Raw -102208.350011 + Penalty 3675.866613 = -98532.483398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15467.210000 sec): 3 clusters
  Score: Raw -102808.852117 + Penalty 7351.733226 = -95457.118892
  nChanged 20
		SP:Iteration 1Q (15467.210000 sec): 3 clusters
  Score: Raw -102918.847737 + Penalty 7351.733226 = -95567.114511
  nChanged 5
		SP:Iteration 2Q (15467.210000 sec): 3 clusters
  Score: Raw -102951.046817 + Penalty 7351.733226 = -95599.313591
  nChanged 5
		SP:Iteration 3Q (15467.220000 sec): 3 clusters
  Score: Raw -102990.380892 + Penalty 7351.733226 = -95638.647667
  nChanged 4
		SP:Iteration 4Q (15467.220000 sec): 3 clusters
  Score: Raw -103020.217170 + Penalty 7351.733226 = -95668.483945
  nChanged 3
		SP:Iteration 5Q (15467.220000 sec): 3 clusters
  Score: Raw -103037.837293 + Penalty 7351.733226 = -95686.104067
  nChanged 2
		SP:Iteration 6Q (15467.230000 sec): 3 clusters
  Score: Raw -103052.223799 + Penalty 7351.733226 = -95700.490574
  nChanged 2
		SP:Iteration 7Q (15467.230000 sec): 3 clusters
  Score: Raw -103065.952199 + Penalty 7351.733226 = -95714.218973
  nChanged 3
		SP:Iteration 8Q (15467.230000 sec): 3 clusters
  Score: Raw -103097.288055 + Penalty 7351.733226 = -95745.554829
  nChanged 1
		SP:Iteration 9Q (15467.230000 sec): 3 clusters
  Score: Raw -103103.926650 + Penalty 7351.733226 = -95752.193424
  nChanged 0
		SP:Iteration 10F (15467.240000 sec): 3 clusters
  Score: Raw -103103.926650 + Penalty 7351.733226 = -95752.193424
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 36 (1613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15467.250000 sec): 2 clusters
  Score: Raw -398539.632662 + Penalty 4523.833785 = -394015.798876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15467.270000 sec): 3 clusters
  Score: Raw -398482.867279 + Penalty 9047.667571 = -389435.199708
  nChanged 393
		SP:Iteration 1F (15467.280000 sec): 3 clusters
  Score: Raw -399172.952673 + Penalty 9047.667571 = -390125.285102
  nChanged 107
		SP:Iteration 2F (15467.290000 sec): 3 clusters
  Score: Raw -399445.475467 + Penalty 9047.667571 = -390397.807897
  nChanged 89
		SP:Iteration 3F (15467.300000 sec): 3 clusters
  Score: Raw -399682.979038 + Penalty 9047.667571 = -390635.311467
  nChanged 59
		SP:Iteration 4Q (15467.310000 sec): 3 clusters
  Score: Raw -399817.671861 + Penalty 9047.667571 = -390770.004290
  nChanged 39
		SP:Iteration 5Q (15467.330000 sec): 3 clusters
  Score: Raw -399901.758713 + Penalty 9047.667571 = -390854.091142
  nChanged 35
		SP:Iteration 6Q (15467.330000 sec): 3 clusters
  Score: Raw -399984.993103 + Penalty 9047.667571 = -390937.325532
  nChanged 30
		SP:Iteration 7Q (15467.350000 sec): 3 clusters
  Score: Raw -400046.456391 + Penalty 9047.667571 = -390998.788820
  nChanged 27
		SP:Iteration 8Q (15467.360000 sec): 3 clusters
  Score: Raw -400126.160159 + Penalty 9047.667571 = -391078.492589
  nChanged 25
		SP:Iteration 9Q (15467.370000 sec): 3 clusters
  Score: Raw -400220.630190 + Penalty 9047.667571 = -391172.962620
  nChanged 37
		SP:Iteration 10Q (15467.380000 sec): 3 clusters
  Score: Raw -400328.704460 + Penalty 9047.667571 = -391281.036889
  nChanged 28
		SP:Iteration 11Q (15467.390000 sec): 3 clusters
  Score: Raw -400406.398931 + Penalty 9047.667571 = -391358.731361
  nChanged 21
		SP:Iteration 12Q (15467.400000 sec): 3 clusters
  Score: Raw -400440.179285 + Penalty 9047.667571 = -391392.511715
  nChanged 7
		SP:Iteration 13Q (15467.410000 sec): 3 clusters
  Score: Raw -400456.624864 + Penalty 9047.667571 = -391408.957293
  nChanged 6
		SP:Iteration 14Q (15467.420000 sec): 3 clusters
  Score: Raw -400468.237628 + Penalty 9047.667571 = -391420.570057
  nChanged 5
		SP:Iteration 15Q (15467.430000 sec): 3 clusters
  Score: Raw -400480.591143 + Penalty 9047.667571 = -391432.923572
  nChanged 4
		SP:Iteration 16Q (15467.440000 sec): 3 clusters
  Score: Raw -400486.638255 + Penalty 9047.667571 = -391438.970685
  nChanged 2
		SP:Iteration 17Q (15467.450000 sec): 3 clusters
  Score: Raw -400496.195734 + Penalty 9047.667571 = -391448.528163
  nChanged 7
		SP:Iteration 18Q (15467.460000 sec): 3 clusters
  Score: Raw -400529.133296 + Penalty 9047.667571 = -391481.465725
  nChanged 8
		SP:Iteration 19Q (15467.470000 sec): 3 clusters
  Score: Raw -400570.206437 + Penalty 9047.667571 = -391522.538866
  nChanged 11
		SP:Iteration 20F (15467.490000 sec): 3 clusters
  Score: Raw -400590.892461 + Penalty 9047.667571 = -391543.224891
  nChanged 3
		SP:Iteration 21Q (15467.490000 sec): 3 clusters
  Score: Raw -400601.381572 + Penalty 9047.667571 = -391553.714001
  nChanged 2
		SP:Iteration 22Q (15467.510000 sec): 3 clusters
  Score: Raw -400602.995818 + Penalty 9047.667571 = -391555.328247
  nChanged 2
		SP:Iteration 23Q (15467.510000 sec): 3 clusters
  Score: Raw -400608.139534 + Penalty 9047.667571 = -391560.471963
  nChanged 6
		SP:Iteration 24Q (15467.530000 sec): 3 clusters
  Score: Raw -400616.731386 + Penalty 9047.667571 = -391569.063815
  nChanged 2
		SP:Iteration 25Q (15467.540000 sec): 3 clusters
  Score: Raw -400620.031308 + Penalty 9047.667571 = -391572.363737
  nChanged 2
		SP:Iteration 26Q (15467.550000 sec): 3 clusters
  Score: Raw -400625.867214 + Penalty 9047.667571 = -391578.199643
  nChanged 3
		SP:Iteration 27Q (15467.560000 sec): 3 clusters
  Score: Raw -400630.050842 + Penalty 9047.667571 = -391582.383271
  nChanged 1
		SP:Iteration 28Q (15467.570000 sec): 3 clusters
  Score: Raw -400631.220322 + Penalty 9047.667571 = -391583.552751
  nChanged 1
		SP:Iteration 29Q (15467.580000 sec): 3 clusters
  Score: Raw -400632.328236 + Penalty 9047.667571 = -391584.660665
  nChanged 1
		SP:Iteration 30Q (15467.590000 sec): 3 clusters
  Score: Raw -400633.397335 + Penalty 9047.667571 = -391585.729764
  nChanged 1
		SP:Iteration 31Q (15467.600000 sec): 3 clusters
  Score: Raw -400638.136252 + Penalty 9047.667571 = -391590.468681
  nChanged 2
		SP:Iteration 32Q (15467.610000 sec): 3 clusters
  Score: Raw -400642.931031 + Penalty 9047.667571 = -391595.263460
  nChanged 2
		SP:Iteration 33Q (15467.620000 sec): 3 clusters
  Score: Raw -400646.979292 + Penalty 9047.667571 = -391599.311721
  nChanged 3
		SP:Iteration 34Q (15467.630000 sec): 3 clusters
  Score: Raw -400657.307186 + Penalty 9047.667571 = -391609.639616
  nChanged 3
		SP:Iteration 35Q (15467.640000 sec): 3 clusters
  Score: Raw -400666.874771 + Penalty 9047.667571 = -391619.207200
  nChanged 1
		SP:Iteration 36Q (15467.650000 sec): 3 clusters
  Score: Raw -400668.054063 + Penalty 9047.667571 = -391620.386492
  nChanged 1
		SP:Iteration 37Q (15467.660000 sec): 3 clusters
  Score: Raw -400669.231002 + Penalty 9047.667571 = -391621.563431
  nChanged 0
		SP:Iteration 38F (15467.670000 sec): 3 clusters
  Score: Raw -400669.231002 + Penalty 9047.667571 = -391621.563431
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 37 (6658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15467.720000 sec): 2 clusters
  Score: Raw -1715681.889000 + Penalty 5392.189331 = -1710289.699669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15467.770000 sec): 3 clusters
  Score: Raw -1712899.299163 + Penalty 10784.378662 = -1702114.920501
  nChanged 2250
		SP:Iteration 1F (15467.820000 sec): 3 clusters
  Score: Raw -1714429.107601 + Penalty 10784.378662 = -1703644.728938
  nChanged 593
		SP:Iteration 2F (15467.870000 sec): 3 clusters
  Score: Raw -1715081.721630 + Penalty 10784.378662 = -1704297.342968
  nChanged 456
		SP:Iteration 3F (15467.920000 sec): 3 clusters
  Score: Raw -1715632.103359 + Penalty 10784.378662 = -1704847.724697
  nChanged 378
		SP:Iteration 4F (15467.970000 sec): 3 clusters
  Score: Raw -1716038.802148 + Penalty 10784.378662 = -1705254.423485
  nChanged 336
		SP:Iteration 5F (15468.020000 sec): 3 clusters
  Score: Raw -1716370.381914 + Penalty 10784.378662 = -1705586.003252
  nChanged 253
		SP:Iteration 6Q (15468.070000 sec): 3 clusters
  Score: Raw -1716616.091729 + Penalty 10784.378662 = -1705831.713067
  nChanged 228
		SP:Iteration 7Q (15468.110000 sec): 3 clusters
  Score: Raw -1716816.264587 + Penalty 10784.378662 = -1706031.885925
  nChanged 196
		SP:Iteration 8Q (15468.160000 sec): 3 clusters
  Score: Raw -1717006.168032 + Penalty 10784.378662 = -1706221.789370
  nChanged 188
		SP:Iteration 9Q (15468.210000 sec): 3 clusters
  Score: Raw -1717200.467322 + Penalty 10784.378662 = -1706416.088660
  nChanged 205
		SP:Iteration 10Q (15468.260000 sec): 3 clusters
  Score: Raw -1717433.945378 + Penalty 10784.378662 = -1706649.566716
  nChanged 208
		SP:Iteration 11Q (15468.310000 sec): 3 clusters
  Score: Raw -1717681.226534 + Penalty 10784.378662 = -1706896.847871
  nChanged 180
		SP:Iteration 12Q (15468.350000 sec): 3 clusters
  Score: Raw -1717885.596733 + Penalty 10784.378662 = -1707101.218071
  nChanged 162
		SP:Iteration 13Q (15468.390000 sec): 3 clusters
  Score: Raw -1718068.239681 + Penalty 10784.378662 = -1707283.861018
  nChanged 147
		SP:Iteration 14Q (15468.440000 sec): 3 clusters
  Score: Raw -1718211.544814 + Penalty 10784.378662 = -1707427.166152
  nChanged 118
		SP:Iteration 15Q (15468.480000 sec): 3 clusters
  Score: Raw -1718329.303413 + Penalty 10784.378662 = -1707544.924751
  nChanged 104
		SP:Iteration 16Q (15468.530000 sec): 3 clusters
  Score: Raw -1718425.898935 + Penalty 10784.378662 = -1707641.520273
  nChanged 85
		SP:Iteration 17Q (15468.570000 sec): 3 clusters
  Score: Raw -1718496.520875 + Penalty 10784.378662 = -1707712.142213
  nChanged 77
		SP:Iteration 18Q (15468.610000 sec): 3 clusters
  Score: Raw -1718565.171544 + Penalty 10784.378662 = -1707780.792882
  nChanged 77
		SP:Iteration 19Q (15468.650000 sec): 3 clusters
  Score: Raw -1718634.223684 + Penalty 10784.378662 = -1707849.845022
  nChanged 60
		SP:Iteration 20F (15468.710000 sec): 3 clusters
  Score: Raw -1718689.681777 + Penalty 10784.378662 = -1707905.303115
  nChanged 56
		SP:Iteration 21Q (15468.750000 sec): 3 clusters
  Score: Raw -1718732.568534 + Penalty 10784.378662 = -1707948.189872
  nChanged 47
		SP:Iteration 22Q (15468.790000 sec): 3 clusters
  Score: Raw -1718773.724866 + Penalty 10784.378662 = -1707989.346204
  nChanged 43
		SP:Iteration 23Q (15468.830000 sec): 3 clusters
  Score: Raw -1718807.103937 + Penalty 10784.378662 = -1708022.725275
  nChanged 46
		SP:Iteration 24Q (15468.870000 sec): 3 clusters
  Score: Raw -1718844.349402 + Penalty 10784.378662 = -1708059.970740
  nChanged 32
		SP:Iteration 25Q (15468.920000 sec): 3 clusters
  Score: Raw -1718866.160785 + Penalty 10784.378662 = -1708081.782123
  nChanged 25
		SP:Iteration 26Q (15468.960000 sec): 3 clusters
  Score: Raw -1718883.187110 + Penalty 10784.378662 = -1708098.808448
  nChanged 22
		SP:Iteration 27Q (15469.000000 sec): 3 clusters
  Score: Raw -1718897.492239 + Penalty 10784.378662 = -1708113.113577
  nChanged 16
		SP:Iteration 28Q (15469.040000 sec): 3 clusters
  Score: Raw -1718904.676064 + Penalty 10784.378662 = -1708120.297402
  nChanged 15
		SP:Iteration 29Q (15469.090000 sec): 3 clusters
  Score: Raw -1718913.979559 + Penalty 10784.378662 = -1708129.600896
  nChanged 17
		SP:Iteration 30Q (15469.130000 sec): 3 clusters
  Score: Raw -1718924.338714 + Penalty 10784.378662 = -1708139.960052
  nChanged 11
		SP:Iteration 31Q (15469.170000 sec): 3 clusters
  Score: Raw -1718931.045780 + Penalty 10784.378662 = -1708146.667118
  nChanged 13
		SP:Iteration 32Q (15469.210000 sec): 3 clusters
  Score: Raw -1718939.164516 + Penalty 10784.378662 = -1708154.785853
  nChanged 8
		SP:Iteration 33Q (15469.250000 sec): 3 clusters
  Score: Raw -1718942.454846 + Penalty 10784.378662 = -1708158.076184
  nChanged 8
		SP:Iteration 34Q (15469.290000 sec): 3 clusters
  Score: Raw -1718946.185521 + Penalty 10784.378662 = -1708161.806859
  nChanged 6
		SP:Iteration 35Q (15469.330000 sec): 3 clusters
  Score: Raw -1718948.825894 + Penalty 10784.378662 = -1708164.447232
  nChanged 4
		SP:Iteration 36Q (15469.370000 sec): 3 clusters
  Score: Raw -1718950.329620 + Penalty 10784.378662 = -1708165.950958
  nChanged 3
		SP:Iteration 37Q (15469.410000 sec): 3 clusters
  Score: Raw -1718951.799676 + Penalty 10784.378662 = -1708167.421014
  nChanged 1
		SP:Iteration 38Q (15469.460000 sec): 3 clusters
  Score: Raw -1718952.387114 + Penalty 10784.378662 = -1708168.008452
  nChanged 1
		SP:Iteration 39Q (15469.500000 sec): 3 clusters
  Score: Raw -1718952.873243 + Penalty 10784.378662 = -1708168.494581
  nChanged 0
		SP:Iteration 40F (15469.550000 sec): 3 clusters
  Score: Raw -1718952.873243 + Penalty 10784.378662 = -1708168.494581
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 38 (21041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15469.690000 sec): 2 clusters
  Score: Raw -5557441.972273 + Penalty 6096.964769 = -5551345.007504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15469.840000 sec): 3 clusters
  Score: Raw -5546407.629606 + Penalty 12193.929538 = -5534213.700068
  nChanged 8540
		SP:Iteration 1F (15470.000000 sec): 3 clusters
  Score: Raw -5550998.110957 + Penalty 12193.929538 = -5538804.181419
  nChanged 1394
		SP:Iteration 2F (15470.160000 sec): 3 clusters
  Score: Raw -5551727.237744 + Penalty 12193.929538 = -5539533.308206
  nChanged 1125
		SP:Iteration 3F (15470.320000 sec): 3 clusters
  Score: Raw -5552362.553042 + Penalty 12193.929538 = -5540168.623504
  nChanged 1055
		SP:Iteration 4F (15470.480000 sec): 3 clusters
  Score: Raw -5552989.865840 + Penalty 12193.929538 = -5540795.936302
  nChanged 1027
		SP:Iteration 5Q (15470.630000 sec): 3 clusters
  Score: Raw -5553621.757125 + Penalty 12193.929538 = -5541427.827587
  nChanged 1056
		SP:Iteration 6F (15470.790000 sec): 3 clusters
  Score: Raw -5554330.222879 + Penalty 12193.929538 = -5542136.293341
  nChanged 1034
		SP:Iteration 7Q (15470.950000 sec): 3 clusters
  Score: Raw -5555020.998268 + Penalty 12193.929538 = -5542827.068730
  nChanged 1051
		SP:Iteration 8Q (15471.110000 sec): 3 clusters
  Score: Raw -5555725.197729 + Penalty 12193.929538 = -5543531.268191
  nChanged 942
		SP:Iteration 9Q (15471.270000 sec): 3 clusters
  Score: Raw -5556370.561627 + Penalty 12193.929538 = -5544176.632089
  nChanged 852
		SP:Iteration 10Q (15471.420000 sec): 3 clusters
  Score: Raw -5556940.476841 + Penalty 12193.929538 = -5544746.547303
  nChanged 735
		SP:Iteration 11Q (15471.580000 sec): 3 clusters
  Score: Raw -5557455.575306 + Penalty 12193.929538 = -5545261.645769
  nChanged 609
		SP:Iteration 12Q (15471.730000 sec): 3 clusters
  Score: Raw -5557864.453424 + Penalty 12193.929538 = -5545670.523886
  nChanged 485
		SP:Iteration 13Q (15471.890000 sec): 3 clusters
  Score: Raw -5558207.524609 + Penalty 12193.929538 = -5546013.595071
  nChanged 381
		SP:Iteration 14Q (15472.040000 sec): 3 clusters
  Score: Raw -5558477.574871 + Penalty 12193.929538 = -5546283.645333
  nChanged 309
		SP:Iteration 15Q (15472.190000 sec): 3 clusters
  Score: Raw -5558699.687928 + Penalty 12193.929538 = -5546505.758390
  nChanged 248
		SP:Iteration 16Q (15472.340000 sec): 3 clusters
  Score: Raw -5558862.371401 + Penalty 12193.929538 = -5546668.441863
  nChanged 199
		SP:Iteration 17Q (15472.490000 sec): 3 clusters
  Score: Raw -5558992.432215 + Penalty 12193.929538 = -5546798.502677
  nChanged 157
		SP:Iteration 18Q (15472.630000 sec): 3 clusters
  Score: Raw -5559083.759295 + Penalty 12193.929538 = -5546889.829757
  nChanged 117
		SP:Iteration 19Q (15472.770000 sec): 3 clusters
  Score: Raw -5559148.626157 + Penalty 12193.929538 = -5546954.696619
  nChanged 99
		SP:Iteration 20F (15472.930000 sec): 3 clusters
  Score: Raw -5559206.999803 + Penalty 12193.929538 = -5547013.070265
  nChanged 74
		SP:Iteration 21Q (15473.070000 sec): 3 clusters
  Score: Raw -5559245.422258 + Penalty 12193.929538 = -5547051.492720
  nChanged 59
		SP:Iteration 22Q (15473.210000 sec): 3 clusters
  Score: Raw -5559271.674534 + Penalty 12193.929538 = -5547077.744996
  nChanged 42
		SP:Iteration 23Q (15473.350000 sec): 3 clusters
  Score: Raw -5559293.041203 + Penalty 12193.929538 = -5547099.111666
  nChanged 39
		SP:Iteration 24Q (15473.490000 sec): 3 clusters
  Score: Raw -5559316.966602 + Penalty 12193.929538 = -5547123.037064
  nChanged 41
		SP:Iteration 25Q (15473.630000 sec): 3 clusters
  Score: Raw -5559338.771336 + Penalty 12193.929538 = -5547144.841798
  nChanged 34
		SP:Iteration 26Q (15473.770000 sec): 3 clusters
  Score: Raw -5559354.339265 + Penalty 12193.929538 = -5547160.409727
  nChanged 20
		SP:Iteration 27Q (15473.910000 sec): 3 clusters
  Score: Raw -5559366.581784 + Penalty 12193.929538 = -5547172.652247
  nChanged 21
		SP:Iteration 28Q (15474.050000 sec): 3 clusters
  Score: Raw -5559377.892660 + Penalty 12193.929538 = -5547183.963122
  nChanged 23
		SP:Iteration 29Q (15474.180000 sec): 3 clusters
  Score: Raw -5559388.567939 + Penalty 12193.929538 = -5547194.638401
  nChanged 22
		SP:Iteration 30Q (15474.320000 sec): 3 clusters
  Score: Raw -5559398.156677 + Penalty 12193.929538 = -5547204.227139
  nChanged 9
		SP:Iteration 31Q (15474.450000 sec): 3 clusters
  Score: Raw -5559401.951976 + Penalty 12193.929538 = -5547208.022438
  nChanged 6
		SP:Iteration 32Q (15474.590000 sec): 3 clusters
  Score: Raw -5559405.227438 + Penalty 12193.929538 = -5547211.297901
  nChanged 16
		SP:Iteration 33Q (15474.730000 sec): 3 clusters
  Score: Raw -5559416.458233 + Penalty 12193.929538 = -5547222.528695
  nChanged 23
		SP:Iteration 34Q (15474.870000 sec): 3 clusters
  Score: Raw -5559428.882009 + Penalty 12193.929538 = -5547234.952471
  nChanged 15
		SP:Iteration 35Q (15475.000000 sec): 3 clusters
  Score: Raw -5559437.253111 + Penalty 12193.929538 = -5547243.323573
  nChanged 8
		SP:Iteration 36Q (15475.140000 sec): 3 clusters
  Score: Raw -5559442.792117 + Penalty 12193.929538 = -5547248.862579
  nChanged 12
		SP:Iteration 37Q (15475.270000 sec): 3 clusters
  Score: Raw -5559449.478817 + Penalty 12193.929538 = -5547255.549280
  nChanged 13
		SP:Iteration 38Q (15475.410000 sec): 3 clusters
  Score: Raw -5559457.045412 + Penalty 12193.929538 = -5547263.115874
  nChanged 16
		SP:Iteration 39Q (15475.540000 sec): 3 clusters
  Score: Raw -5559466.034177 + Penalty 12193.929538 = -5547272.104639
  nChanged 15
		SP:Iteration 40F (15475.700000 sec): 3 clusters
  Score: Raw -5559472.364982 + Penalty 12193.929538 = -5547278.435444
  nChanged 8
		SP:Iteration 41Q (15475.840000 sec): 3 clusters
  Score: Raw -5559476.355374 + Penalty 12193.929538 = -5547282.425836
  nChanged 12
		SP:Iteration 42Q (15475.970000 sec): 3 clusters
  Score: Raw -5559481.609228 + Penalty 12193.929538 = -5547287.679690
  nChanged 9
		SP:Iteration 43Q (15476.110000 sec): 3 clusters
  Score: Raw -5559485.536037 + Penalty 12193.929538 = -5547291.606499
  nChanged 7
		SP:Iteration 44Q (15476.250000 sec): 3 clusters
  Score: Raw -5559490.201464 + Penalty 12193.929538 = -5547296.271926
  nChanged 11
		SP:Iteration 45Q (15476.380000 sec): 3 clusters
  Score: Raw -5559495.812668 + Penalty 12193.929538 = -5547301.883130
  nChanged 14
		SP:Iteration 46Q (15476.510000 sec): 3 clusters
  Score: Raw -5559504.651337 + Penalty 12193.929538 = -5547310.721799
  nChanged 15
		SP:Iteration 47Q (15476.650000 sec): 3 clusters
  Score: Raw -5559512.562324 + Penalty 12193.929538 = -5547318.632786
  nChanged 12
		SP:Iteration 48Q (15476.790000 sec): 3 clusters
  Score: Raw -5559520.384598 + Penalty 12193.929538 = -5547326.455060
  nChanged 18
		SP:Iteration 49Q (15476.920000 sec): 3 clusters
  Score: Raw -5559531.588258 + Penalty 12193.929538 = -5547337.658720
  nChanged 13
		SP:Iteration 50Q (15477.050000 sec): 3 clusters
  Score: Raw -5559539.250106 + Penalty 12193.929538 = -5547345.320568
  nChanged 7
		SP:Iteration 51Q (15477.190000 sec): 3 clusters
  Score: Raw -5559542.712783 + Penalty 12193.929538 = -5547348.783245
  nChanged 5
		SP:Iteration 52Q (15477.320000 sec): 3 clusters
  Score: Raw -5559545.962891 + Penalty 12193.929538 = -5547352.033353
  nChanged 6
		SP:Iteration 53Q (15477.450000 sec): 3 clusters
  Score: Raw -5559550.496893 + Penalty 12193.929538 = -5547356.567356
  nChanged 7
		SP:Iteration 54Q (15477.590000 sec): 3 clusters
  Score: Raw -5559554.420008 + Penalty 12193.929538 = -5547360.490470
  nChanged 9
		SP:Iteration 55Q (15477.720000 sec): 3 clusters
  Score: Raw -5559559.763155 + Penalty 12193.929538 = -5547365.833617
  nChanged 13
		SP:Iteration 56Q (15477.860000 sec): 3 clusters
  Score: Raw -5559567.612258 + Penalty 12193.929538 = -5547373.682720
  nChanged 11
		SP:Iteration 57Q (15477.990000 sec): 3 clusters
  Score: Raw -5559573.090700 + Penalty 12193.929538 = -5547379.161162
  nChanged 9
		SP:Iteration 58Q (15478.130000 sec): 3 clusters
  Score: Raw -5559577.769734 + Penalty 12193.929538 = -5547383.840196
  nChanged 4
		SP:Iteration 59Q (15478.260000 sec): 3 clusters
  Score: Raw -5559580.663142 + Penalty 12193.929538 = -5547386.733604
  nChanged 6
		SP:Iteration 60F (15478.410000 sec): 3 clusters
  Score: Raw -5559584.277470 + Penalty 12193.929538 = -5547390.347932
  nChanged 7
		SP:Iteration 61Q (15478.550000 sec): 3 clusters
  Score: Raw -5559586.990043 + Penalty 12193.929538 = -5547393.060505
  nChanged 3
		SP:Iteration 62Q (15478.680000 sec): 3 clusters
  Score: Raw -5559588.394083 + Penalty 12193.929538 = -5547394.464545
  nChanged 1
		SP:Iteration 63Q (15478.810000 sec): 3 clusters
  Score: Raw -5559589.096087 + Penalty 12193.929538 = -5547395.166549
  nChanged 3
		SP:Iteration 64Q (15478.950000 sec): 3 clusters
  Score: Raw -5559590.843111 + Penalty 12193.929538 = -5547396.913573
  nChanged 3
		SP:Iteration 65Q (15479.080000 sec): 3 clusters
  Score: Raw -5559592.663339 + Penalty 12193.929538 = -5547398.733801
  nChanged 3
		SP:Iteration 66Q (15479.210000 sec): 3 clusters
  Score: Raw -5559594.187507 + Penalty 12193.929538 = -5547400.257969
  nChanged 2
		SP:Iteration 67Q (15479.350000 sec): 3 clusters
  Score: Raw -5559594.699201 + Penalty 12193.929538 = -5547400.769663
  nChanged 0
		SP:Iteration 68F (15479.510000 sec): 3 clusters
  Score: Raw -5559594.699201 + Penalty 12193.929538 = -5547400.769663
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 39 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15479.530000 sec): 2 clusters
  Score: Raw -113986.705064 + Penalty 3859.231299 = -110127.473765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15479.540000 sec): 3 clusters
  Score: Raw -114931.701801 + Penalty 7718.462598 = -107213.239202
  nChanged 105
		SP:Iteration 1F (15479.540000 sec): 3 clusters
  Score: Raw -115523.221206 + Penalty 7718.462598 = -107804.758608
  nChanged 37
		SP:Iteration 2F (15479.550000 sec): 3 clusters
  Score: Raw -115904.967366 + Penalty 7718.462598 = -108186.504768
  nChanged 17
		SP:Iteration 3Q (15479.550000 sec): 3 clusters
  Score: Raw -116398.528862 + Penalty 7718.462598 = -108680.066263
  nChanged 15
		SP:Iteration 4Q (15479.550000 sec): 3 clusters
  Score: Raw -116561.381274 + Penalty 7718.462598 = -108842.918675
  nChanged 7
		SP:Iteration 5Q (15479.560000 sec): 3 clusters
  Score: Raw -116732.533502 + Penalty 7718.462598 = -109014.070903
  nChanged 6
		SP:Iteration 6Q (15479.560000 sec): 3 clusters
  Score: Raw -116790.923672 + Penalty 7718.462598 = -109072.461074
  nChanged 8
		SP:Iteration 7Q (15479.570000 sec): 3 clusters
  Score: Raw -116860.691101 + Penalty 7718.462598 = -109142.228503
  nChanged 5
		SP:Iteration 8Q (15479.580000 sec): 3 clusters
  Score: Raw -116881.656729 + Penalty 7718.462598 = -109163.194130
  nChanged 0
		SP:Iteration 9F (15479.580000 sec): 3 clusters
  Score: Raw -116892.221829 + Penalty 7718.462598 = -109173.759231
  nChanged 2
		SP:Iteration 10Q (15479.580000 sec): 3 clusters
  Score: Raw -116962.866630 + Penalty 7718.462598 = -109244.404032
  nChanged 6
		SP:Iteration 11Q (15479.590000 sec): 3 clusters
  Score: Raw -117007.912337 + Penalty 7718.462598 = -109289.449739
  nChanged 0
		SP:Iteration 12F (15479.590000 sec): 3 clusters
  Score: Raw -117007.912337 + Penalty 7718.462598 = -109289.449739
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 40 (13156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15479.680000 sec): 2 clusters
  Score: Raw -3499785.879708 + Penalty 5809.337839 = -3493976.541868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15479.780000 sec): 3 clusters
  Score: Raw -3493389.699432 + Penalty 11618.675679 = -3481771.023753
  nChanged 5027
		SP:Iteration 1F (15479.880000 sec): 3 clusters
  Score: Raw -3496041.155511 + Penalty 11618.675679 = -3484422.479832
  nChanged 886
		SP:Iteration 2F (15479.990000 sec): 3 clusters
  Score: Raw -3496514.711825 + Penalty 11618.675679 = -3484896.036147
  nChanged 655
		SP:Iteration 3Q (15480.080000 sec): 3 clusters
  Score: Raw -3496856.191301 + Penalty 11618.675679 = -3485237.515622
  nChanged 517
		SP:Iteration 4Q (15480.180000 sec): 3 clusters
  Score: Raw -3497109.999585 + Penalty 11618.675679 = -3485491.323906
  nChanged 427
		SP:Iteration 5Q (15480.280000 sec): 3 clusters
  Score: Raw -3497305.311156 + Penalty 11618.675679 = -3485686.635477
  nChanged 340
		SP:Iteration 6Q (15480.380000 sec): 3 clusters
  Score: Raw -3497454.773527 + Penalty 11618.675679 = -3485836.097849
  nChanged 337
		SP:Iteration 7Q (15480.480000 sec): 3 clusters
  Score: Raw -3497621.551574 + Penalty 11618.675679 = -3486002.875895
  nChanged 352
		SP:Iteration 8Q (15480.580000 sec): 3 clusters
  Score: Raw -3497805.793808 + Penalty 11618.675679 = -3486187.118129
  nChanged 383
		SP:Iteration 9Q (15480.680000 sec): 3 clusters
  Score: Raw -3498013.311540 + Penalty 11618.675679 = -3486394.635861
  nChanged 360
		SP:Iteration 10Q (15480.780000 sec): 3 clusters
  Score: Raw -3498213.792669 + Penalty 11618.675679 = -3486595.116990
  nChanged 380
		SP:Iteration 11Q (15480.880000 sec): 3 clusters
  Score: Raw -3498441.064304 + Penalty 11618.675679 = -3486822.388625
  nChanged 371
		SP:Iteration 12Q (15480.980000 sec): 3 clusters
  Score: Raw -3498664.158083 + Penalty 11618.675679 = -3487045.482404
  nChanged 341
		SP:Iteration 13Q (15481.070000 sec): 3 clusters
  Score: Raw -3498868.879867 + Penalty 11618.675679 = -3487250.204189
  nChanged 308
		SP:Iteration 14Q (15481.170000 sec): 3 clusters
  Score: Raw -3499047.646723 + Penalty 11618.675679 = -3487428.971044
  nChanged 288
		SP:Iteration 15Q (15481.270000 sec): 3 clusters
  Score: Raw -3499232.102161 + Penalty 11618.675679 = -3487613.426482
  nChanged 268
		SP:Iteration 16Q (15481.370000 sec): 3 clusters
  Score: Raw -3499412.251685 + Penalty 11618.675679 = -3487793.576006
  nChanged 249
		SP:Iteration 17Q (15481.470000 sec): 3 clusters
  Score: Raw -3499584.302269 + Penalty 11618.675679 = -3487965.626590
  nChanged 211
		SP:Iteration 18Q (15481.570000 sec): 3 clusters
  Score: Raw -3499728.480486 + Penalty 11618.675679 = -3488109.804807
  nChanged 178
		SP:Iteration 19Q (15481.660000 sec): 3 clusters
  Score: Raw -3499851.328123 + Penalty 11618.675679 = -3488232.652444
  nChanged 155
		SP:Iteration 20F (15481.760000 sec): 3 clusters
  Score: Raw -3499954.950601 + Penalty 11618.675679 = -3488336.274922
  nChanged 130
		SP:Iteration 21Q (15481.860000 sec): 3 clusters
  Score: Raw -3500048.869469 + Penalty 11618.675679 = -3488430.193790
  nChanged 113
		SP:Iteration 22Q (15481.950000 sec): 3 clusters
  Score: Raw -3500127.013564 + Penalty 11618.675679 = -3488508.337885
  nChanged 93
		SP:Iteration 23Q (15482.050000 sec): 3 clusters
  Score: Raw -3500194.521960 + Penalty 11618.675679 = -3488575.846282
  nChanged 73
		SP:Iteration 24Q (15482.140000 sec): 3 clusters
  Score: Raw -3500244.515302 + Penalty 11618.675679 = -3488625.839623
  nChanged 60
		SP:Iteration 25Q (15482.230000 sec): 3 clusters
  Score: Raw -3500289.091378 + Penalty 11618.675679 = -3488670.415699
  nChanged 63
		SP:Iteration 26Q (15482.330000 sec): 3 clusters
  Score: Raw -3500342.816313 + Penalty 11618.675679 = -3488724.140634
  nChanged 53
		SP:Iteration 27Q (15482.420000 sec): 3 clusters
  Score: Raw -3500381.068573 + Penalty 11618.675679 = -3488762.392894
  nChanged 49
		SP:Iteration 28Q (15482.510000 sec): 3 clusters
  Score: Raw -3500418.265897 + Penalty 11618.675679 = -3488799.590218
  nChanged 44
		SP:Iteration 29Q (15482.600000 sec): 3 clusters
  Score: Raw -3500451.054026 + Penalty 11618.675679 = -3488832.378347
  nChanged 26
		SP:Iteration 30Q (15482.690000 sec): 3 clusters
  Score: Raw -3500470.290136 + Penalty 11618.675679 = -3488851.614457
  nChanged 28
		SP:Iteration 31Q (15482.780000 sec): 3 clusters
  Score: Raw -3500489.287168 + Penalty 11618.675679 = -3488870.611489
  nChanged 15
		SP:Iteration 32Q (15482.870000 sec): 3 clusters
  Score: Raw -3500498.231518 + Penalty 11618.675679 = -3488879.555839
  nChanged 10
		SP:Iteration 33Q (15482.950000 sec): 3 clusters
  Score: Raw -3500502.719563 + Penalty 11618.675679 = -3488884.043884
  nChanged 8
		SP:Iteration 34Q (15483.040000 sec): 3 clusters
  Score: Raw -3500507.783429 + Penalty 11618.675679 = -3488889.107750
  nChanged 5
		SP:Iteration 35Q (15483.130000 sec): 3 clusters
  Score: Raw -3500510.820465 + Penalty 11618.675679 = -3488892.144786
  nChanged 5
		SP:Iteration 36Q (15483.220000 sec): 3 clusters
  Score: Raw -3500514.968255 + Penalty 11618.675679 = -3488896.292576
  nChanged 5
		SP:Iteration 37Q (15483.310000 sec): 3 clusters
  Score: Raw -3500518.321059 + Penalty 11618.675679 = -3488899.645380
  nChanged 3
		SP:Iteration 38Q (15483.390000 sec): 3 clusters
  Score: Raw -3500519.673179 + Penalty 11618.675679 = -3488900.997500
  nChanged 0
		SP:Iteration 39F (15483.490000 sec): 3 clusters
  Score: Raw -3500519.673179 + Penalty 11618.675679 = -3488900.997500
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 41 (1363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15483.510000 sec): 2 clusters
  Score: Raw -350005.926571 + Penalty 4420.684102 = -345585.242469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15483.520000 sec): 3 clusters
  Score: Raw -350008.504698 + Penalty 8841.368204 = -341167.136494
  nChanged 263
		SP:Iteration 1F (15483.530000 sec): 3 clusters
  Score: Raw -350479.040220 + Penalty 8841.368204 = -341637.672016
  nChanged 50
		SP:Iteration 2Q (15483.540000 sec): 3 clusters
  Score: Raw -350580.438775 + Penalty 8841.368204 = -341739.070572
  nChanged 33
		SP:Iteration 3Q (15483.550000 sec): 3 clusters
  Score: Raw -350649.270983 + Penalty 8841.368204 = -341807.902779
  nChanged 14
		SP:Iteration 4Q (15483.560000 sec): 3 clusters
  Score: Raw -350679.364683 + Penalty 8841.368204 = -341837.996480
  nChanged 5
		SP:Iteration 5Q (15483.570000 sec): 3 clusters
  Score: Raw -350689.131728 + Penalty 8841.368204 = -341847.763524
  nChanged 2
		SP:Iteration 6Q (15483.580000 sec): 3 clusters
  Score: Raw -350693.672417 + Penalty 8841.368204 = -341852.304213
  nChanged 1
		SP:Iteration 7Q (15483.590000 sec): 3 clusters
  Score: Raw -350698.791165 + Penalty 8841.368204 = -341857.422961
  nChanged 1
		SP:Iteration 8Q (15483.600000 sec): 3 clusters
  Score: Raw -350700.331423 + Penalty 8841.368204 = -341858.963219
  nChanged 2
		SP:Iteration 9Q (15483.610000 sec): 3 clusters
  Score: Raw -350706.649856 + Penalty 8841.368204 = -341865.281652
  nChanged 2
		SP:Iteration 10Q (15483.620000 sec): 3 clusters
  Score: Raw -350710.928595 + Penalty 8841.368204 = -341869.560391
  nChanged 3
		SP:Iteration 11Q (15483.630000 sec): 3 clusters
  Score: Raw -350715.751286 + Penalty 8841.368204 = -341874.383082
  nChanged 1
		SP:Iteration 12Q (15483.640000 sec): 3 clusters
  Score: Raw -350716.909834 + Penalty 8841.368204 = -341875.541630
  nChanged 1
		SP:Iteration 13Q (15483.650000 sec): 3 clusters
  Score: Raw -350717.856237 + Penalty 8841.368204 = -341876.488033
  nChanged 2
		SP:Iteration 14Q (15483.660000 sec): 3 clusters
  Score: Raw -350719.797698 + Penalty 8841.368204 = -341878.429494
  nChanged 1
		SP:Iteration 15Q (15483.670000 sec): 3 clusters
  Score: Raw -350721.122476 + Penalty 8841.368204 = -341879.754272
  nChanged 2
		SP:Iteration 16Q (15483.670000 sec): 3 clusters
  Score: Raw -350725.902198 + Penalty 8841.368204 = -341884.533995
  nChanged 0
		SP:Iteration 17F (15483.690000 sec): 3 clusters
  Score: Raw -350725.902198 + Penalty 8841.368204 = -341884.533995
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 42 (9930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15483.750000 sec): 2 clusters
  Score: Raw -2556329.242306 + Penalty 5637.030901 = -2550692.211405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15483.830000 sec): 3 clusters
  Score: Raw -2551761.446629 + Penalty 11274.061802 = -2540487.384827
  nChanged 3622
		SP:Iteration 1F (15483.910000 sec): 3 clusters
  Score: Raw -2553939.690623 + Penalty 11274.061802 = -2542665.628820
  nChanged 786
		SP:Iteration 2F (15483.980000 sec): 3 clusters
  Score: Raw -2554480.409583 + Penalty 11274.061802 = -2543206.347781
  nChanged 544
		SP:Iteration 3F (15484.060000 sec): 3 clusters
  Score: Raw -2554827.346725 + Penalty 11274.061802 = -2543553.284923
  nChanged 413
		SP:Iteration 4Q (15484.130000 sec): 3 clusters
  Score: Raw -2555124.956420 + Penalty 11274.061802 = -2543850.894618
  nChanged 361
		SP:Iteration 5Q (15484.210000 sec): 3 clusters
  Score: Raw -2555388.073934 + Penalty 11274.061802 = -2544114.012132
  nChanged 336
		SP:Iteration 6Q (15484.280000 sec): 3 clusters
  Score: Raw -2555631.647341 + Penalty 11274.061802 = -2544357.585538
  nChanged 299
		SP:Iteration 7Q (15484.350000 sec): 3 clusters
  Score: Raw -2555819.011977 + Penalty 11274.061802 = -2544544.950175
  nChanged 265
		SP:Iteration 8Q (15484.430000 sec): 3 clusters
  Score: Raw -2555998.791892 + Penalty 11274.061802 = -2544724.730090
  nChanged 254
		SP:Iteration 9Q (15484.510000 sec): 3 clusters
  Score: Raw -2556170.576426 + Penalty 11274.061802 = -2544896.514624
  nChanged 242
		SP:Iteration 10Q (15484.580000 sec): 3 clusters
  Score: Raw -2556349.906550 + Penalty 11274.061802 = -2545075.844747
  nChanged 271
		SP:Iteration 11Q (15484.660000 sec): 3 clusters
  Score: Raw -2556531.349328 + Penalty 11274.061802 = -2545257.287525
  nChanged 258
		SP:Iteration 12Q (15484.730000 sec): 3 clusters
  Score: Raw -2556720.685899 + Penalty 11274.061802 = -2545446.624097
  nChanged 232
		SP:Iteration 13Q (15484.800000 sec): 3 clusters
  Score: Raw -2556886.901531 + Penalty 11274.061802 = -2545612.839728
  nChanged 239
		SP:Iteration 14Q (15484.870000 sec): 3 clusters
  Score: Raw -2557057.066709 + Penalty 11274.061802 = -2545783.004906
  nChanged 237
		SP:Iteration 15Q (15484.940000 sec): 3 clusters
  Score: Raw -2557233.711824 + Penalty 11274.061802 = -2545959.650022
  nChanged 230
		SP:Iteration 16Q (15485.010000 sec): 3 clusters
  Score: Raw -2557394.104885 + Penalty 11274.061802 = -2546120.043082
  nChanged 218
		SP:Iteration 17Q (15485.080000 sec): 3 clusters
  Score: Raw -2557551.528777 + Penalty 11274.061802 = -2546277.466975
  nChanged 207
		SP:Iteration 18Q (15485.150000 sec): 3 clusters
  Score: Raw -2557709.598077 + Penalty 11274.061802 = -2546435.536275
  nChanged 207
		SP:Iteration 19Q (15485.220000 sec): 3 clusters
  Score: Raw -2557865.555369 + Penalty 11274.061802 = -2546591.493566
  nChanged 210
		SP:Iteration 20F (15485.300000 sec): 3 clusters
  Score: Raw -2558020.003506 + Penalty 11274.061802 = -2546745.941704
  nChanged 180
		SP:Iteration 21Q (15485.360000 sec): 3 clusters
  Score: Raw -2558158.841309 + Penalty 11274.061802 = -2546884.779507
  nChanged 203
		SP:Iteration 22Q (15485.430000 sec): 3 clusters
  Score: Raw -2558307.147556 + Penalty 11274.061802 = -2547033.085753
  nChanged 188
		SP:Iteration 23Q (15485.500000 sec): 3 clusters
  Score: Raw -2558462.491406 + Penalty 11274.061802 = -2547188.429604
  nChanged 179
		SP:Iteration 24Q (15485.570000 sec): 3 clusters
  Score: Raw -2558619.672697 + Penalty 11274.061802 = -2547345.610895
  nChanged 155
		SP:Iteration 25Q (15485.630000 sec): 3 clusters
  Score: Raw -2558757.385056 + Penalty 11274.061802 = -2547483.323253
  nChanged 142
		SP:Iteration 26Q (15485.700000 sec): 3 clusters
  Score: Raw -2558875.837848 + Penalty 11274.061802 = -2547601.776046
  nChanged 120
		SP:Iteration 27Q (15485.760000 sec): 3 clusters
  Score: Raw -2558960.177525 + Penalty 11274.061802 = -2547686.115723
  nChanged 94
		SP:Iteration 28Q (15485.830000 sec): 3 clusters
  Score: Raw -2559016.646206 + Penalty 11274.061802 = -2547742.584403
  nChanged 79
		SP:Iteration 29Q (15485.890000 sec): 3 clusters
  Score: Raw -2559059.021044 + Penalty 11274.061802 = -2547784.959242
  nChanged 61
		SP:Iteration 30Q (15485.960000 sec): 3 clusters
  Score: Raw -2559092.235222 + Penalty 11274.061802 = -2547818.173420
  nChanged 46
		SP:Iteration 31Q (15486.020000 sec): 3 clusters
  Score: Raw -2559111.495840 + Penalty 11274.061802 = -2547837.434038
  nChanged 17
		SP:Iteration 32Q (15486.080000 sec): 3 clusters
  Score: Raw -2559118.936005 + Penalty 11274.061802 = -2547844.874202
  nChanged 22
		SP:Iteration 33Q (15486.150000 sec): 3 clusters
  Score: Raw -2559127.102253 + Penalty 11274.061802 = -2547853.040451
  nChanged 14
		SP:Iteration 34Q (15486.210000 sec): 3 clusters
  Score: Raw -2559132.418908 + Penalty 11274.061802 = -2547858.357106
  nChanged 10
		SP:Iteration 35Q (15486.270000 sec): 3 clusters
  Score: Raw -2559138.271047 + Penalty 11274.061802 = -2547864.209245
  nChanged 8
		SP:Iteration 36Q (15486.340000 sec): 3 clusters
  Score: Raw -2559141.368848 + Penalty 11274.061802 = -2547867.307046
  nChanged 7
		SP:Iteration 37Q (15486.400000 sec): 3 clusters
  Score: Raw -2559143.802668 + Penalty 11274.061802 = -2547869.740866
  nChanged 10
		SP:Iteration 38Q (15486.460000 sec): 3 clusters
  Score: Raw -2559146.499236 + Penalty 11274.061802 = -2547872.437434
  nChanged 7
		SP:Iteration 39Q (15486.520000 sec): 3 clusters
  Score: Raw -2559149.146348 + Penalty 11274.061802 = -2547875.084546
  nChanged 6
		SP:Iteration 40F (15486.600000 sec): 3 clusters
  Score: Raw -2559151.248057 + Penalty 11274.061802 = -2547877.186255
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 43 (20382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15486.730000 sec): 2 clusters
  Score: Raw -5296281.991877 + Penalty 6077.474555 = -5290204.517322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15486.890000 sec): 3 clusters
  Score: Raw -5285597.643013 + Penalty 12154.949111 = -5273442.693902
  nChanged 8278
		SP:Iteration 1F (15487.040000 sec): 3 clusters
  Score: Raw -5290062.753749 + Penalty 12154.949111 = -5277907.804638
  nChanged 1366
		SP:Iteration 2F (15487.200000 sec): 3 clusters
  Score: Raw -5290771.877284 + Penalty 12154.949111 = -5278616.928173
  nChanged 1094
		SP:Iteration 3F (15487.360000 sec): 3 clusters
  Score: Raw -5291305.135572 + Penalty 12154.949111 = -5279150.186461
  nChanged 914
		SP:Iteration 4Q (15487.510000 sec): 3 clusters
  Score: Raw -5291753.833868 + Penalty 12154.949111 = -5279598.884757
  nChanged 799
		SP:Iteration 5Q (15487.660000 sec): 3 clusters
  Score: Raw -5292150.662212 + Penalty 12154.949111 = -5279995.713101
  nChanged 770
		SP:Iteration 6Q (15487.820000 sec): 3 clusters
  Score: Raw -5292548.612071 + Penalty 12154.949111 = -5280393.662961
  nChanged 830
		SP:Iteration 7Q (15487.980000 sec): 3 clusters
  Score: Raw -5293020.930830 + Penalty 12154.949111 = -5280865.981719
  nChanged 867
		SP:Iteration 8Q (15488.130000 sec): 3 clusters
  Score: Raw -5293564.941351 + Penalty 12154.949111 = -5281409.992240
  nChanged 948
		SP:Iteration 9Q (15488.290000 sec): 3 clusters
  Score: Raw -5294214.228998 + Penalty 12154.949111 = -5282059.279887
  nChanged 978
		SP:Iteration 10Q (15488.440000 sec): 3 clusters
  Score: Raw -5294926.164101 + Penalty 12154.949111 = -5282771.214990
  nChanged 950
		SP:Iteration 11Q (15488.600000 sec): 3 clusters
  Score: Raw -5295663.660983 + Penalty 12154.949111 = -5283508.711872
  nChanged 845
		SP:Iteration 12Q (15488.750000 sec): 3 clusters
  Score: Raw -5296300.076054 + Penalty 12154.949111 = -5284145.126943
  nChanged 692
		SP:Iteration 13Q (15488.900000 sec): 3 clusters
  Score: Raw -5296834.063312 + Penalty 12154.949111 = -5284679.114201
  nChanged 553
		SP:Iteration 14Q (15489.060000 sec): 3 clusters
  Score: Raw -5297252.616013 + Penalty 12154.949111 = -5285097.666903
  nChanged 398
		SP:Iteration 15Q (15489.210000 sec): 3 clusters
  Score: Raw -5297555.923983 + Penalty 12154.949111 = -5285400.974873
  nChanged 293
		SP:Iteration 16Q (15489.360000 sec): 3 clusters
  Score: Raw -5297768.988679 + Penalty 12154.949111 = -5285614.039568
  nChanged 210
		SP:Iteration 17Q (15489.500000 sec): 3 clusters
  Score: Raw -5297913.002487 + Penalty 12154.949111 = -5285758.053376
  nChanged 141
		SP:Iteration 18Q (15489.650000 sec): 3 clusters
  Score: Raw -5298005.277910 + Penalty 12154.949111 = -5285850.328799
  nChanged 94
		SP:Iteration 19Q (15489.790000 sec): 3 clusters
  Score: Raw -5298065.020634 + Penalty 12154.949111 = -5285910.071523
  nChanged 63
		SP:Iteration 20F (15489.940000 sec): 3 clusters
  Score: Raw -5298101.919983 + Penalty 12154.949111 = -5285946.970872
  nChanged 38
		SP:Iteration 21Q (15490.080000 sec): 3 clusters
  Score: Raw -5298124.630391 + Penalty 12154.949111 = -5285969.681280
  nChanged 20
		SP:Iteration 22Q (15490.220000 sec): 3 clusters
  Score: Raw -5298135.069246 + Penalty 12154.949111 = -5285980.120135
  nChanged 16
		SP:Iteration 23Q (15490.360000 sec): 3 clusters
  Score: Raw -5298144.423962 + Penalty 12154.949111 = -5285989.474852
  nChanged 23
		SP:Iteration 24Q (15490.500000 sec): 3 clusters
  Score: Raw -5298159.877042 + Penalty 12154.949111 = -5286004.927931
  nChanged 19
		SP:Iteration 25Q (15490.640000 sec): 3 clusters
  Score: Raw -5298168.305193 + Penalty 12154.949111 = -5286013.356082
  nChanged 12
		SP:Iteration 26Q (15490.780000 sec): 3 clusters
  Score: Raw -5298173.403838 + Penalty 12154.949111 = -5286018.454727
  nChanged 10
		SP:Iteration 27Q (15490.920000 sec): 3 clusters
  Score: Raw -5298176.794381 + Penalty 12154.949111 = -5286021.845270
  nChanged 5
		SP:Iteration 28Q (15491.050000 sec): 3 clusters
  Score: Raw -5298178.778887 + Penalty 12154.949111 = -5286023.829776
  nChanged 4
		SP:Iteration 29Q (15491.190000 sec): 3 clusters
  Score: Raw -5298180.891231 + Penalty 12154.949111 = -5286025.942120
  nChanged 2
		SP:Iteration 30Q (15491.330000 sec): 3 clusters
  Score: Raw -5298182.930731 + Penalty 12154.949111 = -5286027.981620
  nChanged 4
		SP:Iteration 31Q (15491.460000 sec): 3 clusters
  Score: Raw -5298186.188832 + Penalty 12154.949111 = -5286031.239722
  nChanged 5
		SP:Iteration 32Q (15491.600000 sec): 3 clusters
  Score: Raw -5298188.852633 + Penalty 12154.949111 = -5286033.903522
  nChanged 4
		SP:Iteration 33Q (15491.740000 sec): 3 clusters
  Score: Raw -5298191.856398 + Penalty 12154.949111 = -5286036.907287
  nChanged 4
		SP:Iteration 34Q (15491.870000 sec): 3 clusters
  Score: Raw -5298193.950947 + Penalty 12154.949111 = -5286039.001836
  nChanged 4
		SP:Iteration 35Q (15492.010000 sec): 3 clusters
  Score: Raw -5298195.807360 + Penalty 12154.949111 = -5286040.858249
  nChanged 3
		SP:Iteration 36Q (15492.150000 sec): 3 clusters
  Score: Raw -5298197.300406 + Penalty 12154.949111 = -5286042.351295
  nChanged 2
		SP:Iteration 37Q (15492.290000 sec): 3 clusters
  Score: Raw -5298198.502922 + Penalty 12154.949111 = -5286043.553811
  nChanged 0
		SP:Iteration 38F (15492.440000 sec): 3 clusters
  Score: Raw -5298198.502922 + Penalty 12154.949111 = -5286043.553811
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 44 (53664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15492.790000 sec): 2 clusters
  Score: Raw -14528157.216517 + Penalty 6670.429820 = -14521486.786698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15493.200000 sec): 3 clusters
  Score: Raw -14497109.397925 + Penalty 13340.859639 = -14483768.538285
  nChanged 23469
		SP:Iteration 1F (15493.610000 sec): 3 clusters
  Score: Raw -14509259.053387 + Penalty 13340.859639 = -14495918.193748
  nChanged 2616
		SP:Iteration 2Q (15494.010000 sec): 3 clusters
  Score: Raw -14510113.949771 + Penalty 13340.859639 = -14496773.090132
  nChanged 2233
		SP:Iteration 3Q (15494.430000 sec): 3 clusters
  Score: Raw -14510779.768678 + Penalty 13340.859639 = -14497438.909039
  nChanged 1872
		SP:Iteration 4Q (15494.840000 sec): 3 clusters
  Score: Raw -14511314.484648 + Penalty 13340.859639 = -14497973.625009
  nChanged 1653
		SP:Iteration 5Q (15495.250000 sec): 3 clusters
  Score: Raw -14511764.707042 + Penalty 13340.859639 = -14498423.847403
  nChanged 1555
		SP:Iteration 6Q (15495.660000 sec): 3 clusters
  Score: Raw -14512214.869615 + Penalty 13340.859639 = -14498874.009976
  nChanged 1564
		SP:Iteration 7Q (15496.070000 sec): 3 clusters
  Score: Raw -14512711.627869 + Penalty 13340.859639 = -14499370.768230
  nChanged 1716
		SP:Iteration 8Q (15496.490000 sec): 3 clusters
  Score: Raw -14513356.187932 + Penalty 13340.859639 = -14500015.328293
  nChanged 2048
		SP:Iteration 9Q (15496.890000 sec): 3 clusters
  Score: Raw -14514234.191993 + Penalty 13340.859639 = -14500893.332354
  nChanged 2400
		SP:Iteration 10Q (15497.310000 sec): 3 clusters
  Score: Raw -14515478.991010 + Penalty 13340.859639 = -14502138.131371
  nChanged 2843
		SP:Iteration 11F (15497.710000 sec): 3 clusters
  Score: Raw -14517222.004490 + Penalty 13340.859639 = -14503881.144851
  nChanged 3231
		SP:Iteration 12F (15498.120000 sec): 3 clusters
  Score: Raw -14519579.111830 + Penalty 13340.859639 = -14506238.252191
  nChanged 3262
		SP:Iteration 13F (15498.530000 sec): 3 clusters
  Score: Raw -14522269.772424 + Penalty 13340.859639 = -14508928.912784
  nChanged 2854
		SP:Iteration 14F (15498.940000 sec): 3 clusters
  Score: Raw -14524782.381804 + Penalty 13340.859639 = -14511441.522165
  nChanged 1954
		SP:Iteration 15Q (15499.330000 sec): 3 clusters
  Score: Raw -14526533.022016 + Penalty 13340.859639 = -14513192.162377
  nChanged 1133
		SP:Iteration 16Q (15499.700000 sec): 3 clusters
  Score: Raw -14527553.224112 + Penalty 13340.859639 = -14514212.364473
  nChanged 560
		SP:Iteration 17Q (15500.050000 sec): 3 clusters
  Score: Raw -14528092.997444 + Penalty 13340.859639 = -14514752.137805
  nChanged 291
		SP:Iteration 18Q (15500.370000 sec): 3 clusters
  Score: Raw -14528393.431746 + Penalty 13340.859639 = -14515052.572107
  nChanged 148
		SP:Iteration 19Q (15500.680000 sec): 3 clusters
  Score: Raw -14528558.096509 + Penalty 13340.859639 = -14515217.236870
  nChanged 87
		SP:Iteration 20F (15501.090000 sec): 3 clusters
  Score: Raw -14528658.569636 + Penalty 13340.859639 = -14515317.709997
  nChanged 63
		SP:Iteration 21Q (15501.390000 sec): 3 clusters
  Score: Raw -14528733.749351 + Penalty 13340.859639 = -14515392.889711
  nChanged 38
		SP:Iteration 22Q (15501.680000 sec): 3 clusters
  Score: Raw -14528779.132770 + Penalty 13340.859639 = -14515438.273131
  nChanged 29
		SP:Iteration 23Q (15501.980000 sec): 3 clusters
  Score: Raw -14528816.222170 + Penalty 13340.859639 = -14515475.362531
  nChanged 27
		SP:Iteration 24Q (15502.270000 sec): 3 clusters
  Score: Raw -14528847.844178 + Penalty 13340.859639 = -14515506.984539
  nChanged 22
		SP:Iteration 25Q (15502.560000 sec): 3 clusters
  Score: Raw -14528874.231201 + Penalty 13340.859639 = -14515533.371562
  nChanged 10
		SP:Iteration 26Q (15502.850000 sec): 3 clusters
  Score: Raw -14528883.662878 + Penalty 13340.859639 = -14515542.803238
  nChanged 5
		SP:Iteration 27Q (15503.140000 sec): 3 clusters
  Score: Raw -14528890.462072 + Penalty 13340.859639 = -14515549.602433
  nChanged 1
		SP:Iteration 28Q (15503.420000 sec): 3 clusters
  Score: Raw -14528891.835959 + Penalty 13340.859639 = -14515550.976319
  nChanged 1
		SP:Iteration 29Q (15503.710000 sec): 3 clusters
  Score: Raw -14528892.591601 + Penalty 13340.859639 = -14515551.731961
  nChanged 0
		SP:Iteration 30F (15504.120000 sec): 3 clusters
  Score: Raw -14528892.591601 + Penalty 13340.859639 = -14515551.731961
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 45 (1708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15504.170000 sec): 2 clusters
  Score: Raw -444678.711804 + Penalty 4558.885504 = -440119.826300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15504.180000 sec): 3 clusters
  Score: Raw -444547.832481 + Penalty 9117.771009 = -435430.061472
  nChanged 379
		SP:Iteration 1F (15504.200000 sec): 3 clusters
  Score: Raw -445145.256272 + Penalty 9117.771009 = -436027.485263
  nChanged 112
		SP:Iteration 2F (15504.210000 sec): 3 clusters
  Score: Raw -445440.524222 + Penalty 9117.771009 = -436322.753213
  nChanged 72
		SP:Iteration 3Q (15504.220000 sec): 3 clusters
  Score: Raw -445724.771692 + Penalty 9117.771009 = -436607.000683
  nChanged 59
		SP:Iteration 4Q (15504.230000 sec): 3 clusters
  Score: Raw -445951.473880 + Penalty 9117.771009 = -436833.702872
  nChanged 64
		SP:Iteration 5Q (15504.240000 sec): 3 clusters
  Score: Raw -446180.127206 + Penalty 9117.771009 = -437062.356197
  nChanged 76
		SP:Iteration 6Q (15504.260000 sec): 3 clusters
  Score: Raw -446622.079766 + Penalty 9117.771009 = -437504.308757
  nChanged 87
		SP:Iteration 7F (15504.270000 sec): 3 clusters
  Score: Raw -446912.303133 + Penalty 9117.771009 = -437794.532125
  nChanged 85
		SP:Iteration 8Q (15504.280000 sec): 3 clusters
  Score: Raw -447208.805665 + Penalty 9117.771009 = -438091.034656
  nChanged 79
		SP:Iteration 9Q (15504.290000 sec): 3 clusters
  Score: Raw -447418.283880 + Penalty 9117.771009 = -438300.512872
  nChanged 48
		SP:Iteration 10Q (15504.300000 sec): 3 clusters
  Score: Raw -447537.951273 + Penalty 9117.771009 = -438420.180265
  nChanged 30
		SP:Iteration 11Q (15504.310000 sec): 3 clusters
  Score: Raw -447630.766914 + Penalty 9117.771009 = -438512.995905
  nChanged 26
		SP:Iteration 12Q (15504.320000 sec): 3 clusters
  Score: Raw -447694.581138 + Penalty 9117.771009 = -438576.810129
  nChanged 18
		SP:Iteration 13Q (15504.330000 sec): 3 clusters
  Score: Raw -447740.173629 + Penalty 9117.771009 = -438622.402620
  nChanged 9
		SP:Iteration 14Q (15504.340000 sec): 3 clusters
  Score: Raw -447757.389071 + Penalty 9117.771009 = -438639.618063
  nChanged 5
		SP:Iteration 15Q (15504.350000 sec): 3 clusters
  Score: Raw -447763.209817 + Penalty 9117.771009 = -438645.438809
  nChanged 4
		SP:Iteration 16Q (15504.360000 sec): 3 clusters
  Score: Raw -447772.216788 + Penalty 9117.771009 = -438654.445779
  nChanged 3
		SP:Iteration 17Q (15504.370000 sec): 3 clusters
  Score: Raw -447780.120208 + Penalty 9117.771009 = -438662.349199
  nChanged 1
		SP:Iteration 18Q (15504.380000 sec): 3 clusters
  Score: Raw -447781.625958 + Penalty 9117.771009 = -438663.854950
  nChanged 0
		SP:Iteration 19F (15504.390000 sec): 3 clusters
  Score: Raw -447781.625958 + Penalty 9117.771009 = -438663.854950
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 46 (12022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15504.480000 sec): 2 clusters
  Score: Raw -3188159.286119 + Penalty 5754.127320 = -3182405.158799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15504.570000 sec): 3 clusters
  Score: Raw -3182442.032868 + Penalty 11508.254640 = -3170933.778228
  nChanged 4495
		SP:Iteration 1F (15504.660000 sec): 3 clusters
  Score: Raw -3184908.494780 + Penalty 11508.254640 = -3173400.240140
  nChanged 842
		SP:Iteration 2F (15504.750000 sec): 3 clusters
  Score: Raw -3185361.913284 + Penalty 11508.254640 = -3173853.658644
  nChanged 533
		SP:Iteration 3Q (15504.840000 sec): 3 clusters
  Score: Raw -3185642.067392 + Penalty 11508.254640 = -3174133.812752
  nChanged 410
		SP:Iteration 4Q (15504.940000 sec): 3 clusters
  Score: Raw -3185853.252753 + Penalty 11508.254640 = -3174344.998113
  nChanged 358
		SP:Iteration 5Q (15505.030000 sec): 3 clusters
  Score: Raw -3186032.238299 + Penalty 11508.254640 = -3174523.983659
  nChanged 307
		SP:Iteration 6Q (15505.120000 sec): 3 clusters
  Score: Raw -3186171.221957 + Penalty 11508.254640 = -3174662.967317
  nChanged 236
		SP:Iteration 7Q (15505.210000 sec): 3 clusters
  Score: Raw -3186280.610365 + Penalty 11508.254640 = -3174772.355725
  nChanged 206
		SP:Iteration 8Q (15505.300000 sec): 3 clusters
  Score: Raw -3186383.742566 + Penalty 11508.254640 = -3174875.487926
  nChanged 212
		SP:Iteration 9Q (15505.390000 sec): 3 clusters
  Score: Raw -3186479.153478 + Penalty 11508.254640 = -3174970.898838
  nChanged 180
		SP:Iteration 10Q (15505.480000 sec): 3 clusters
  Score: Raw -3186559.133991 + Penalty 11508.254640 = -3175050.879351
  nChanged 180
		SP:Iteration 11Q (15505.580000 sec): 3 clusters
  Score: Raw -3186646.849614 + Penalty 11508.254640 = -3175138.594974
  nChanged 173
		SP:Iteration 12Q (15505.670000 sec): 3 clusters
  Score: Raw -3186729.542491 + Penalty 11508.254640 = -3175221.287851
  nChanged 181
		SP:Iteration 13Q (15505.760000 sec): 3 clusters
  Score: Raw -3186823.360144 + Penalty 11508.254640 = -3175315.105504
  nChanged 194
		SP:Iteration 14Q (15505.850000 sec): 3 clusters
  Score: Raw -3186920.954374 + Penalty 11508.254640 = -3175412.699734
  nChanged 194
		SP:Iteration 15Q (15505.940000 sec): 3 clusters
  Score: Raw -3187022.246908 + Penalty 11508.254640 = -3175513.992268
  nChanged 213
		SP:Iteration 16Q (15506.030000 sec): 3 clusters
  Score: Raw -3187146.013040 + Penalty 11508.254640 = -3175637.758400
  nChanged 262
		SP:Iteration 17Q (15506.120000 sec): 3 clusters
  Score: Raw -3187311.898995 + Penalty 11508.254640 = -3175803.644355
  nChanged 285
		SP:Iteration 18Q (15506.210000 sec): 3 clusters
  Score: Raw -3187522.157488 + Penalty 11508.254640 = -3176013.902848
  nChanged 318
		SP:Iteration 19Q (15506.300000 sec): 3 clusters
  Score: Raw -3187783.259255 + Penalty 11508.254640 = -3176275.004615
  nChanged 363
		SP:Iteration 20F (15506.400000 sec): 3 clusters
  Score: Raw -3188120.487466 + Penalty 11508.254640 = -3176612.232826
  nChanged 396
		SP:Iteration 21Q (15506.490000 sec): 3 clusters
  Score: Raw -3188520.673826 + Penalty 11508.254640 = -3177012.419186
  nChanged 446
		SP:Iteration 22Q (15506.580000 sec): 3 clusters
  Score: Raw -3188958.120712 + Penalty 11508.254640 = -3177449.866072
  nChanged 411
		SP:Iteration 23Q (15506.660000 sec): 3 clusters
  Score: Raw -3189352.279737 + Penalty 11508.254640 = -3177844.025097
  nChanged 412
		SP:Iteration 24Q (15506.740000 sec): 3 clusters
  Score: Raw -3189786.343985 + Penalty 11508.254640 = -3178278.089345
  nChanged 419
		SP:Iteration 25Q (15506.830000 sec): 3 clusters
  Score: Raw -3190273.761160 + Penalty 11508.254640 = -3178765.506521
  nChanged 387
		SP:Iteration 26Q (15506.910000 sec): 3 clusters
  Score: Raw -3190709.545642 + Penalty 11508.254640 = -3179201.291002
  nChanged 398
		SP:Iteration 27Q (15506.990000 sec): 3 clusters
  Score: Raw -3191125.961467 + Penalty 11508.254640 = -3179617.706827
  nChanged 346
		SP:Iteration 28Q (15507.070000 sec): 3 clusters
  Score: Raw -3191511.572856 + Penalty 11508.254640 = -3180003.318216
  nChanged 313
		SP:Iteration 29Q (15507.150000 sec): 3 clusters
  Score: Raw -3191900.860952 + Penalty 11508.254640 = -3180392.606312
  nChanged 333
		SP:Iteration 30Q (15507.220000 sec): 3 clusters
  Score: Raw -3192322.579858 + Penalty 11508.254640 = -3180814.325218
  nChanged 292
		SP:Iteration 31Q (15507.300000 sec): 3 clusters
  Score: Raw -3192680.323432 + Penalty 11508.254640 = -3181172.068792
  nChanged 193
		SP:Iteration 32Q (15507.370000 sec): 3 clusters
  Score: Raw -3192877.201238 + Penalty 11508.254640 = -3181368.946598
  nChanged 142
		SP:Iteration 33Q (15507.440000 sec): 3 clusters
  Score: Raw -3192975.228447 + Penalty 11508.254640 = -3181466.973807
  nChanged 52
		SP:Iteration 34Q (15507.520000 sec): 3 clusters
  Score: Raw -3192995.007900 + Penalty 11508.254640 = -3181486.753260
  nChanged 22
		SP:Iteration 35Q (15507.590000 sec): 3 clusters
  Score: Raw -3193001.679329 + Penalty 11508.254640 = -3181493.424689
  nChanged 11
		SP:Iteration 36Q (15507.660000 sec): 3 clusters
  Score: Raw -3193004.890764 + Penalty 11508.254640 = -3181496.636124
  nChanged 4
		SP:Iteration 37Q (15507.730000 sec): 3 clusters
  Score: Raw -3193006.305085 + Penalty 11508.254640 = -3181498.050445
  nChanged 0
		SP:Iteration 38F (15507.820000 sec): 3 clusters
  Score: Raw -3193008.483089 + Penalty 11508.254640 = -3181500.228449
  nChanged 2
		SP:Iteration 39Q (15507.890000 sec): 3 clusters
  Score: Raw -3193010.330100 + Penalty 11508.254640 = -3181502.075460
  nChanged 0
		SP:Iteration 40F (15507.980000 sec): 3 clusters
  Score: Raw -3193010.330100 + Penalty 11508.254640 = -3181502.075460
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 47 (4840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15508.020000 sec): 2 clusters
  Score: Raw -1245408.705522 + Penalty 5196.860375 = -1240211.845147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15508.060000 sec): 3 clusters
  Score: Raw -1243666.134064 + Penalty 10393.720750 = -1233272.413314
  nChanged 1505
		SP:Iteration 1F (15508.090000 sec): 3 clusters
  Score: Raw -1244785.647589 + Penalty 10393.720750 = -1234391.926839
  nChanged 359
		SP:Iteration 2F (15508.130000 sec): 3 clusters
  Score: Raw -1245108.279740 + Penalty 10393.720750 = -1234714.558990
  nChanged 196
		SP:Iteration 3Q (15508.160000 sec): 3 clusters
  Score: Raw -1245285.014398 + Penalty 10393.720750 = -1234891.293649
  nChanged 122
		SP:Iteration 4Q (15508.200000 sec): 3 clusters
  Score: Raw -1245384.910868 + Penalty 10393.720750 = -1234991.190118
  nChanged 84
		SP:Iteration 5Q (15508.230000 sec): 3 clusters
  Score: Raw -1245446.140141 + Penalty 10393.720750 = -1235052.419391
  nChanged 62
		SP:Iteration 6Q (15508.270000 sec): 3 clusters
  Score: Raw -1245495.485790 + Penalty 10393.720750 = -1235101.765041
  nChanged 65
		SP:Iteration 7Q (15508.300000 sec): 3 clusters
  Score: Raw -1245538.052380 + Penalty 10393.720750 = -1235144.331630
  nChanged 41
		SP:Iteration 8Q (15508.340000 sec): 3 clusters
  Score: Raw -1245564.285272 + Penalty 10393.720750 = -1235170.564522
  nChanged 43
		SP:Iteration 9Q (15508.380000 sec): 3 clusters
  Score: Raw -1245595.739869 + Penalty 10393.720750 = -1235202.019120
  nChanged 30
		SP:Iteration 10Q (15508.410000 sec): 3 clusters
  Score: Raw -1245617.674445 + Penalty 10393.720750 = -1235223.953696
  nChanged 26
		SP:Iteration 11Q (15508.450000 sec): 3 clusters
  Score: Raw -1245634.382317 + Penalty 10393.720750 = -1235240.661567
  nChanged 20
		SP:Iteration 12Q (15508.480000 sec): 3 clusters
  Score: Raw -1245645.821841 + Penalty 10393.720750 = -1235252.101092
  nChanged 21
		SP:Iteration 13Q (15508.520000 sec): 3 clusters
  Score: Raw -1245659.635059 + Penalty 10393.720750 = -1235265.914309
  nChanged 32
		SP:Iteration 14Q (15508.550000 sec): 3 clusters
  Score: Raw -1245681.714254 + Penalty 10393.720750 = -1235287.993505
  nChanged 19
		SP:Iteration 15Q (15508.590000 sec): 3 clusters
  Score: Raw -1245693.871671 + Penalty 10393.720750 = -1235300.150921
  nChanged 18
		SP:Iteration 16Q (15508.620000 sec): 3 clusters
  Score: Raw -1245705.315620 + Penalty 10393.720750 = -1235311.594870
  nChanged 19
		SP:Iteration 17Q (15508.660000 sec): 3 clusters
  Score: Raw -1245717.151891 + Penalty 10393.720750 = -1235323.431141
  nChanged 11
		SP:Iteration 18Q (15508.690000 sec): 3 clusters
  Score: Raw -1245727.011032 + Penalty 10393.720750 = -1235333.290282
  nChanged 15
		SP:Iteration 19Q (15508.730000 sec): 3 clusters
  Score: Raw -1245737.281367 + Penalty 10393.720750 = -1235343.560617
  nChanged 11
		SP:Iteration 20F (15508.760000 sec): 3 clusters
  Score: Raw -1245744.057847 + Penalty 10393.720750 = -1235350.337097
  nChanged 6
		SP:Iteration 21Q (15508.800000 sec): 3 clusters
  Score: Raw -1245748.633162 + Penalty 10393.720750 = -1235354.912412
  nChanged 10
		SP:Iteration 22Q (15508.840000 sec): 3 clusters
  Score: Raw -1245754.763649 + Penalty 10393.720750 = -1235361.042899
  nChanged 9
		SP:Iteration 23Q (15508.870000 sec): 3 clusters
  Score: Raw -1245759.516813 + Penalty 10393.720750 = -1235365.796064
  nChanged 6
		SP:Iteration 24Q (15508.900000 sec): 3 clusters
  Score: Raw -1245764.367960 + Penalty 10393.720750 = -1235370.647211
  nChanged 7
		SP:Iteration 25Q (15508.940000 sec): 3 clusters
  Score: Raw -1245768.715287 + Penalty 10393.720750 = -1235374.994537
  nChanged 7
		SP:Iteration 26Q (15508.980000 sec): 3 clusters
  Score: Raw -1245772.416783 + Penalty 10393.720750 = -1235378.696033
  nChanged 8
		SP:Iteration 27Q (15509.010000 sec): 3 clusters
  Score: Raw -1245776.837935 + Penalty 10393.720750 = -1235383.117185
  nChanged 7
		SP:Iteration 28Q (15509.050000 sec): 3 clusters
  Score: Raw -1245781.026022 + Penalty 10393.720750 = -1235387.305273
  nChanged 2
		SP:Iteration 29Q (15509.080000 sec): 3 clusters
  Score: Raw -1245782.580386 + Penalty 10393.720750 = -1235388.859637
  nChanged 1
		SP:Iteration 30Q (15509.120000 sec): 3 clusters
  Score: Raw -1245783.678968 + Penalty 10393.720750 = -1235389.958218
  nChanged 3
		SP:Iteration 31Q (15509.150000 sec): 3 clusters
  Score: Raw -1245785.565540 + Penalty 10393.720750 = -1235391.844790
  nChanged 9
		SP:Iteration 32Q (15509.190000 sec): 3 clusters
  Score: Raw -1245790.976059 + Penalty 10393.720750 = -1235397.255310
  nChanged 6
		SP:Iteration 33Q (15509.220000 sec): 3 clusters
  Score: Raw -1245795.632920 + Penalty 10393.720750 = -1235401.912171
  nChanged 9
		SP:Iteration 34Q (15509.260000 sec): 3 clusters
  Score: Raw -1245802.853055 + Penalty 10393.720750 = -1235409.132306
  nChanged 8
		SP:Iteration 35Q (15509.290000 sec): 3 clusters
  Score: Raw -1245807.488263 + Penalty 10393.720750 = -1235413.767513
  nChanged 7
		SP:Iteration 36Q (15509.330000 sec): 3 clusters
  Score: Raw -1245811.148686 + Penalty 10393.720750 = -1235417.427936
  nChanged 4
		SP:Iteration 37Q (15509.360000 sec): 3 clusters
  Score: Raw -1245813.449760 + Penalty 10393.720750 = -1235419.729010
  nChanged 3
		SP:Iteration 38Q (15509.400000 sec): 3 clusters
  Score: Raw -1245814.696602 + Penalty 10393.720750 = -1235420.975852
  nChanged 3
		SP:Iteration 39Q (15509.430000 sec): 3 clusters
  Score: Raw -1245817.351213 + Penalty 10393.720750 = -1235423.630463
  nChanged 6
		SP:Iteration 40F (15509.470000 sec): 3 clusters
  Score: Raw -1245820.384040 + Penalty 10393.720750 = -1235426.663290
  nChanged 4
		SP:Iteration 41Q (15509.500000 sec): 3 clusters
  Score: Raw -1245821.980924 + Penalty 10393.720750 = -1235428.260175
  nChanged 4
		SP:Iteration 42Q (15509.540000 sec): 3 clusters
  Score: Raw -1245825.152891 + Penalty 10393.720750 = -1235431.432142
  nChanged 3
		SP:Iteration 43Q (15509.580000 sec): 3 clusters
  Score: Raw -1245826.768778 + Penalty 10393.720750 = -1235433.048029
  nChanged 3
		SP:Iteration 44Q (15509.610000 sec): 3 clusters
  Score: Raw -1245829.364095 + Penalty 10393.720750 = -1235435.643346
  nChanged 3
		SP:Iteration 45Q (15509.640000 sec): 3 clusters
  Score: Raw -1245833.581600 + Penalty 10393.720750 = -1235439.860851
  nChanged 12
		SP:Iteration 46Q (15509.680000 sec): 3 clusters
  Score: Raw -1245841.210661 + Penalty 10393.720750 = -1235447.489912
  nChanged 14
		SP:Iteration 47Q (15509.710000 sec): 3 clusters
  Score: Raw -1245850.647962 + Penalty 10393.720750 = -1235456.927213
  nChanged 13
		SP:Iteration 48Q (15509.750000 sec): 3 clusters
  Score: Raw -1245856.492513 + Penalty 10393.720750 = -1235462.771763
  nChanged 5
		SP:Iteration 49Q (15509.780000 sec): 3 clusters
  Score: Raw -1245859.718132 + Penalty 10393.720750 = -1235465.997383
  nChanged 4
		SP:Iteration 50Q (15509.820000 sec): 3 clusters
  Score: Raw -1245863.206079 + Penalty 10393.720750 = -1235469.485329
  nChanged 9
		SP:Iteration 51Q (15509.860000 sec): 3 clusters
  Score: Raw -1245868.237059 + Penalty 10393.720750 = -1235474.516309
  nChanged 6
		SP:Iteration 52Q (15509.890000 sec): 3 clusters
  Score: Raw -1245871.727354 + Penalty 10393.720750 = -1235478.006604
  nChanged 6
		SP:Iteration 53Q (15509.930000 sec): 3 clusters
  Score: Raw -1245874.315020 + Penalty 10393.720750 = -1235480.594270
  nChanged 7
		SP:Iteration 54Q (15509.960000 sec): 3 clusters
  Score: Raw -1245878.401342 + Penalty 10393.720750 = -1235484.680593
  nChanged 5
		SP:Iteration 55Q (15510.000000 sec): 3 clusters
  Score: Raw -1245882.636401 + Penalty 10393.720750 = -1235488.915651
  nChanged 6
		SP:Iteration 56Q (15510.030000 sec): 3 clusters
  Score: Raw -1245887.004845 + Penalty 10393.720750 = -1235493.284095
  nChanged 6
		SP:Iteration 57Q (15510.070000 sec): 3 clusters
  Score: Raw -1245889.602861 + Penalty 10393.720750 = -1235495.882111
  nChanged 5
		SP:Iteration 58Q (15510.100000 sec): 3 clusters
  Score: Raw -1245891.657988 + Penalty 10393.720750 = -1235497.937239
  nChanged 1
		SP:Iteration 59Q (15510.140000 sec): 3 clusters
  Score: Raw -1245892.063575 + Penalty 10393.720750 = -1235498.342825
  nChanged 0
		SP:Iteration 60F (15510.180000 sec): 3 clusters
  Score: Raw -1245892.063575 + Penalty 10393.720750 = -1235498.342825
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 48 (504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15510.190000 sec): 2 clusters
  Score: Raw -119105.754776 + Penalty 3811.327964 = -115294.426812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15510.190000 sec): 3 clusters
  Score: Raw -119703.051705 + Penalty 7622.655928 = -112080.395777
  nChanged 62
		SP:Iteration 1F (15510.200000 sec): 3 clusters
  Score: Raw -120010.266055 + Penalty 7622.655928 = -112387.610126
  nChanged 16
		SP:Iteration 2Q (15510.200000 sec): 3 clusters
  Score: Raw -120088.561982 + Penalty 7622.655928 = -112465.906054
  nChanged 3
		SP:Iteration 3Q (15510.200000 sec): 3 clusters
  Score: Raw -120098.446520 + Penalty 7622.655928 = -112475.790591
  nChanged 0
		SP:Iteration 4F (15510.210000 sec): 3 clusters
  Score: Raw -120098.446520 + Penalty 7622.655928 = -112475.790591
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 49 (1723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15510.220000 sec): 2 clusters
  Score: Raw -441603.681936 + Penalty 4564.241120 = -437039.440816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15510.240000 sec): 3 clusters
  Score: Raw -441393.361257 + Penalty 9128.482240 = -432264.879017
  nChanged 398
		SP:Iteration 1F (15510.250000 sec): 3 clusters
  Score: Raw -441953.676103 + Penalty 9128.482240 = -432825.193863
  nChanged 111
		SP:Iteration 2F (15510.260000 sec): 3 clusters
  Score: Raw -442153.430154 + Penalty 9128.482240 = -433024.947915
  nChanged 53
		SP:Iteration 3Q (15510.280000 sec): 3 clusters
  Score: Raw -442265.786762 + Penalty 9128.482240 = -433137.304522
  nChanged 47
		SP:Iteration 4Q (15510.290000 sec): 3 clusters
  Score: Raw -442415.372826 + Penalty 9128.482240 = -433286.890586
  nChanged 52
		SP:Iteration 5Q (15510.300000 sec): 3 clusters
  Score: Raw -442525.400628 + Penalty 9128.482240 = -433396.918388
  nChanged 39
		SP:Iteration 6Q (15510.310000 sec): 3 clusters
  Score: Raw -442635.320245 + Penalty 9128.482240 = -433506.838006
  nChanged 45
		SP:Iteration 7Q (15510.320000 sec): 3 clusters
  Score: Raw -442728.738723 + Penalty 9128.482240 = -433600.256484
  nChanged 31
		SP:Iteration 8Q (15510.340000 sec): 3 clusters
  Score: Raw -442782.059048 + Penalty 9128.482240 = -433653.576808
  nChanged 22
		SP:Iteration 9Q (15510.350000 sec): 3 clusters
  Score: Raw -442816.271596 + Penalty 9128.482240 = -433687.789356
  nChanged 14
		SP:Iteration 10Q (15510.360000 sec): 3 clusters
  Score: Raw -442842.929914 + Penalty 9128.482240 = -433714.447674
  nChanged 10
		SP:Iteration 11Q (15510.370000 sec): 3 clusters
  Score: Raw -442860.854966 + Penalty 9128.482240 = -433732.372726
  nChanged 8
		SP:Iteration 12Q (15510.380000 sec): 3 clusters
  Score: Raw -442874.114081 + Penalty 9128.482240 = -433745.631842
  nChanged 10
		SP:Iteration 13Q (15510.400000 sec): 3 clusters
  Score: Raw -442896.612304 + Penalty 9128.482240 = -433768.130065
  nChanged 8
		SP:Iteration 14Q (15510.410000 sec): 3 clusters
  Score: Raw -442910.229734 + Penalty 9128.482240 = -433781.747494
  nChanged 10
		SP:Iteration 15Q (15510.420000 sec): 3 clusters
  Score: Raw -442923.334313 + Penalty 9128.482240 = -433794.852073
  nChanged 8
		SP:Iteration 16Q (15510.430000 sec): 3 clusters
  Score: Raw -442934.511263 + Penalty 9128.482240 = -433806.029023
  nChanged 5
		SP:Iteration 17Q (15510.440000 sec): 3 clusters
  Score: Raw -442939.839860 + Penalty 9128.482240 = -433811.357620
  nChanged 2
		SP:Iteration 18Q (15510.460000 sec): 3 clusters
  Score: Raw -442943.079456 + Penalty 9128.482240 = -433814.597216
  nChanged 6
		SP:Iteration 19Q (15510.470000 sec): 3 clusters
  Score: Raw -442955.064274 + Penalty 9128.482240 = -433826.582035
  nChanged 3
		SP:Iteration 20F (15510.480000 sec): 3 clusters
  Score: Raw -442959.148114 + Penalty 9128.482240 = -433830.665874
  nChanged 3
		SP:Iteration 21Q (15510.490000 sec): 3 clusters
  Score: Raw -442965.980416 + Penalty 9128.482240 = -433837.498176
  nChanged 6
		SP:Iteration 22Q (15510.500000 sec): 3 clusters
  Score: Raw -442972.618739 + Penalty 9128.482240 = -433844.136499
  nChanged 1
		SP:Iteration 23Q (15510.520000 sec): 3 clusters
  Score: Raw -442974.708054 + Penalty 9128.482240 = -433846.225814
  nChanged 5
		SP:Iteration 24Q (15510.520000 sec): 3 clusters
  Score: Raw -442981.578671 + Penalty 9128.482240 = -433853.096431
  nChanged 6
		SP:Iteration 25Q (15510.540000 sec): 3 clusters
  Score: Raw -442988.314324 + Penalty 9128.482240 = -433859.832084
  nChanged 3
		SP:Iteration 26Q (15510.550000 sec): 3 clusters
  Score: Raw -442995.133288 + Penalty 9128.482240 = -433866.651048
  nChanged 3
		SP:Iteration 27Q (15510.560000 sec): 3 clusters
  Score: Raw -442997.990671 + Penalty 9128.482240 = -433869.508431
  nChanged 6
		SP:Iteration 28Q (15510.570000 sec): 3 clusters
  Score: Raw -443006.116455 + Penalty 9128.482240 = -433877.634215
  nChanged 1
		SP:Iteration 29Q (15510.580000 sec): 3 clusters
  Score: Raw -443006.970074 + Penalty 9128.482240 = -433878.487834
  nChanged 0
		SP:Iteration 30F (15510.600000 sec): 3 clusters
  Score: Raw -443006.970074 + Penalty 9128.482240 = -433878.487834
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 50 (1292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15510.610000 sec): 2 clusters
  Score: Raw -343173.981701 + Penalty 4387.917344 = -338786.064357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15510.620000 sec): 3 clusters
  Score: Raw -343211.890683 + Penalty 8775.834688 = -334436.055994
  nChanged 229
		SP:Iteration 1F (15510.630000 sec): 3 clusters
  Score: Raw -343630.830577 + Penalty 8775.834688 = -334854.995888
  nChanged 62
		SP:Iteration 2Q (15510.640000 sec): 3 clusters
  Score: Raw -343817.706449 + Penalty 8775.834688 = -335041.871761
  nChanged 34
		SP:Iteration 3Q (15510.650000 sec): 3 clusters
  Score: Raw -343910.841854 + Penalty 8775.834688 = -335135.007165
  nChanged 21
		SP:Iteration 4Q (15510.660000 sec): 3 clusters
  Score: Raw -343974.584299 + Penalty 8775.834688 = -335198.749611
  nChanged 16
		SP:Iteration 5Q (15510.670000 sec): 3 clusters
  Score: Raw -344011.353689 + Penalty 8775.834688 = -335235.519000
  nChanged 7
		SP:Iteration 6Q (15510.680000 sec): 3 clusters
  Score: Raw -344027.894645 + Penalty 8775.834688 = -335252.059957
  nChanged 6
		SP:Iteration 7Q (15510.690000 sec): 3 clusters
  Score: Raw -344040.482839 + Penalty 8775.834688 = -335264.648151
  nChanged 3
		SP:Iteration 8Q (15510.700000 sec): 3 clusters
  Score: Raw -344046.408621 + Penalty 8775.834688 = -335270.573933
  nChanged 3
		SP:Iteration 9Q (15510.700000 sec): 3 clusters
  Score: Raw -344051.279739 + Penalty 8775.834688 = -335275.445051
  nChanged 1
		SP:Iteration 10Q (15510.710000 sec): 3 clusters
  Score: Raw -344053.598424 + Penalty 8775.834688 = -335277.763736
  nChanged 1
		SP:Iteration 11Q (15510.720000 sec): 3 clusters
  Score: Raw -344055.271997 + Penalty 8775.834688 = -335279.437308
  nChanged 3
		SP:Iteration 12Q (15510.730000 sec): 3 clusters
  Score: Raw -344059.166473 + Penalty 8775.834688 = -335283.331784
  nChanged 1
		SP:Iteration 13Q (15510.740000 sec): 3 clusters
  Score: Raw -344060.278383 + Penalty 8775.834688 = -335284.443694
  nChanged 0
		SP:Iteration 14F (15510.750000 sec): 3 clusters
  Score: Raw -344060.278383 + Penalty 8775.834688 = -335284.443694
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 51 (14898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15510.860000 sec): 2 clusters
  Score: Raw -3780526.518391 + Penalty 5885.501631 = -3774641.016760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15510.970000 sec): 3 clusters
  Score: Raw -3773058.577288 + Penalty 11771.003262 = -3761287.574026
  nChanged 5779
		SP:Iteration 1F (15511.080000 sec): 3 clusters
  Score: Raw -3776337.098486 + Penalty 11771.003262 = -3764566.095224
  nChanged 1219
		SP:Iteration 2F (15511.200000 sec): 3 clusters
  Score: Raw -3777145.272822 + Penalty 11771.003262 = -3765374.269560
  nChanged 923
		SP:Iteration 3F (15511.310000 sec): 3 clusters
  Score: Raw -3777741.291656 + Penalty 11771.003262 = -3765970.288394
  nChanged 782
		SP:Iteration 4F (15511.420000 sec): 3 clusters
  Score: Raw -3778289.166600 + Penalty 11771.003262 = -3766518.163338
  nChanged 666
		SP:Iteration 5Q (15511.540000 sec): 3 clusters
  Score: Raw -3778732.698017 + Penalty 11771.003262 = -3766961.694755
  nChanged 601
		SP:Iteration 6Q (15511.650000 sec): 3 clusters
  Score: Raw -3779144.377149 + Penalty 11771.003262 = -3767373.373887
  nChanged 574
		SP:Iteration 7Q (15511.760000 sec): 3 clusters
  Score: Raw -3779509.713863 + Penalty 11771.003262 = -3767738.710601
  nChanged 552
		SP:Iteration 8Q (15511.870000 sec): 3 clusters
  Score: Raw -3779841.276881 + Penalty 11771.003262 = -3768070.273619
  nChanged 504
		SP:Iteration 9Q (15511.980000 sec): 3 clusters
  Score: Raw -3780172.504741 + Penalty 11771.003262 = -3768401.501479
  nChanged 488
		SP:Iteration 10Q (15512.100000 sec): 3 clusters
  Score: Raw -3780467.867353 + Penalty 11771.003262 = -3768696.864091
  nChanged 461
		SP:Iteration 11Q (15512.210000 sec): 3 clusters
  Score: Raw -3780737.766638 + Penalty 11771.003262 = -3768966.763376
  nChanged 410
		SP:Iteration 12Q (15512.320000 sec): 3 clusters
  Score: Raw -3780962.988804 + Penalty 11771.003262 = -3769191.985542
  nChanged 342
		SP:Iteration 13Q (15512.430000 sec): 3 clusters
  Score: Raw -3781132.583853 + Penalty 11771.003262 = -3769361.580591
  nChanged 311
		SP:Iteration 14Q (15512.540000 sec): 3 clusters
  Score: Raw -3781283.299969 + Penalty 11771.003262 = -3769512.296707
  nChanged 259
		SP:Iteration 15Q (15512.650000 sec): 3 clusters
  Score: Raw -3781429.441479 + Penalty 11771.003262 = -3769658.438217
  nChanged 239
		SP:Iteration 16Q (15512.760000 sec): 3 clusters
  Score: Raw -3781557.168006 + Penalty 11771.003262 = -3769786.164744
  nChanged 215
		SP:Iteration 17Q (15512.870000 sec): 3 clusters
  Score: Raw -3781659.892553 + Penalty 11771.003262 = -3769888.889291
  nChanged 196
		SP:Iteration 18Q (15512.980000 sec): 3 clusters
  Score: Raw -3781749.953104 + Penalty 11771.003262 = -3769978.949842
  nChanged 178
		SP:Iteration 19Q (15513.090000 sec): 3 clusters
  Score: Raw -3781836.952773 + Penalty 11771.003262 = -3770065.949511
  nChanged 174
		SP:Iteration 20F (15513.200000 sec): 3 clusters
  Score: Raw -3781914.803637 + Penalty 11771.003262 = -3770143.800375
  nChanged 142
		SP:Iteration 21Q (15513.310000 sec): 3 clusters
  Score: Raw -3781984.611740 + Penalty 11771.003262 = -3770213.608477
  nChanged 137
		SP:Iteration 22Q (15513.420000 sec): 3 clusters
  Score: Raw -3782043.657990 + Penalty 11771.003262 = -3770272.654728
  nChanged 125
		SP:Iteration 23Q (15513.520000 sec): 3 clusters
  Score: Raw -3782100.356860 + Penalty 11771.003262 = -3770329.353598
  nChanged 125
		SP:Iteration 24Q (15513.630000 sec): 3 clusters
  Score: Raw -3782149.410427 + Penalty 11771.003262 = -3770378.407165
  nChanged 120
		SP:Iteration 25Q (15513.740000 sec): 3 clusters
  Score: Raw -3782195.209450 + Penalty 11771.003262 = -3770424.206188
  nChanged 108
		SP:Iteration 26Q (15513.850000 sec): 3 clusters
  Score: Raw -3782238.563813 + Penalty 11771.003262 = -3770467.560551
  nChanged 85
		SP:Iteration 27Q (15513.960000 sec): 3 clusters
  Score: Raw -3782271.816734 + Penalty 11771.003262 = -3770500.813472
  nChanged 70
		SP:Iteration 28Q (15514.060000 sec): 3 clusters
  Score: Raw -3782297.636792 + Penalty 11771.003262 = -3770526.633530
  nChanged 60
		SP:Iteration 29Q (15514.170000 sec): 3 clusters
  Score: Raw -3782321.294713 + Penalty 11771.003262 = -3770550.291451
  nChanged 58
		SP:Iteration 30Q (15514.280000 sec): 3 clusters
  Score: Raw -3782337.926538 + Penalty 11771.003262 = -3770566.923276
  nChanged 44
		SP:Iteration 31Q (15514.380000 sec): 3 clusters
  Score: Raw -3782349.112754 + Penalty 11771.003262 = -3770578.109492
  nChanged 40
		SP:Iteration 32Q (15514.480000 sec): 3 clusters
  Score: Raw -3782362.059174 + Penalty 11771.003262 = -3770591.055911
  nChanged 39
		SP:Iteration 33Q (15514.590000 sec): 3 clusters
  Score: Raw -3782374.445424 + Penalty 11771.003262 = -3770603.442162
  nChanged 37
		SP:Iteration 34Q (15514.710000 sec): 3 clusters
  Score: Raw -3782384.217498 + Penalty 11771.003262 = -3770613.214236
  nChanged 33
		SP:Iteration 35Q (15514.810000 sec): 3 clusters
  Score: Raw -3782392.685536 + Penalty 11771.003262 = -3770621.682274
  nChanged 36
		SP:Iteration 36Q (15514.920000 sec): 3 clusters
  Score: Raw -3782401.495338 + Penalty 11771.003262 = -3770630.492076
  nChanged 21
		SP:Iteration 37Q (15515.020000 sec): 3 clusters
  Score: Raw -3782407.298648 + Penalty 11771.003262 = -3770636.295386
  nChanged 19
		SP:Iteration 38Q (15515.130000 sec): 3 clusters
  Score: Raw -3782411.728396 + Penalty 11771.003262 = -3770640.725134
  nChanged 14
		SP:Iteration 39Q (15515.240000 sec): 3 clusters
  Score: Raw -3782415.271479 + Penalty 11771.003262 = -3770644.268217
  nChanged 19
		SP:Iteration 40F (15515.350000 sec): 3 clusters
  Score: Raw -3782420.480407 + Penalty 11771.003262 = -3770649.477145
  nChanged 19
		SP:Iteration 41Q (15515.460000 sec): 3 clusters
  Score: Raw -3782425.521501 + Penalty 11771.003262 = -3770654.518239
  nChanged 18
		SP:Iteration 42Q (15515.560000 sec): 3 clusters
  Score: Raw -3782430.667056 + Penalty 11771.003262 = -3770659.663794
  nChanged 19
		SP:Iteration 43Q (15515.670000 sec): 3 clusters
  Score: Raw -3782436.184726 + Penalty 11771.003262 = -3770665.181464
  nChanged 16
		SP:Iteration 44Q (15515.770000 sec): 3 clusters
  Score: Raw -3782440.070613 + Penalty 11771.003262 = -3770669.067351
  nChanged 14
		SP:Iteration 45Q (15515.880000 sec): 3 clusters
  Score: Raw -3782445.547316 + Penalty 11771.003262 = -3770674.544053
  nChanged 23
		SP:Iteration 46Q (15515.980000 sec): 3 clusters
  Score: Raw -3782453.054957 + Penalty 11771.003262 = -3770682.051695
  nChanged 23
		SP:Iteration 47Q (15516.090000 sec): 3 clusters
  Score: Raw -3782460.001638 + Penalty 11771.003262 = -3770688.998376
  nChanged 20
		SP:Iteration 48Q (15516.190000 sec): 3 clusters
  Score: Raw -3782465.621206 + Penalty 11771.003262 = -3770694.617943
  nChanged 15
		SP:Iteration 49Q (15516.300000 sec): 3 clusters
  Score: Raw -3782470.078031 + Penalty 11771.003262 = -3770699.074769
  nChanged 21
		SP:Iteration 50Q (15516.400000 sec): 3 clusters
  Score: Raw -3782476.122375 + Penalty 11771.003262 = -3770705.119113
  nChanged 23
		SP:Iteration 51Q (15516.500000 sec): 3 clusters
  Score: Raw -3782482.402046 + Penalty 11771.003262 = -3770711.398784
  nChanged 13
		SP:Iteration 52Q (15516.610000 sec): 3 clusters
  Score: Raw -3782486.254401 + Penalty 11771.003262 = -3770715.251139
  nChanged 19
		SP:Iteration 53Q (15516.710000 sec): 3 clusters
  Score: Raw -3782491.072714 + Penalty 11771.003262 = -3770720.069452
  nChanged 22
		SP:Iteration 54Q (15516.820000 sec): 3 clusters
  Score: Raw -3782498.045709 + Penalty 11771.003262 = -3770727.042447
  nChanged 23
		SP:Iteration 55Q (15516.920000 sec): 3 clusters
  Score: Raw -3782504.382074 + Penalty 11771.003262 = -3770733.378812
  nChanged 16
		SP:Iteration 56Q (15517.020000 sec): 3 clusters
  Score: Raw -3782509.619180 + Penalty 11771.003262 = -3770738.615918
  nChanged 19
		SP:Iteration 57Q (15517.120000 sec): 3 clusters
  Score: Raw -3782515.261061 + Penalty 11771.003262 = -3770744.257799
  nChanged 17
		SP:Iteration 58Q (15517.220000 sec): 3 clusters
  Score: Raw -3782519.827572 + Penalty 11771.003262 = -3770748.824310
  nChanged 11
		SP:Iteration 59Q (15517.330000 sec): 3 clusters
  Score: Raw -3782522.494054 + Penalty 11771.003262 = -3770751.490792
  nChanged 7
		SP:Iteration 60F (15517.440000 sec): 3 clusters
  Score: Raw -3782525.160955 + Penalty 11771.003262 = -3770754.157693
  nChanged 12
		SP:Iteration 61Q (15517.540000 sec): 3 clusters
  Score: Raw -3782528.100021 + Penalty 11771.003262 = -3770757.096758
  nChanged 12
		SP:Iteration 62Q (15517.650000 sec): 3 clusters
  Score: Raw -3782531.375974 + Penalty 11771.003262 = -3770760.372712
  nChanged 11
		SP:Iteration 63Q (15517.750000 sec): 3 clusters
  Score: Raw -3782534.012659 + Penalty 11771.003262 = -3770763.009397
  nChanged 8
		SP:Iteration 64Q (15517.850000 sec): 3 clusters
  Score: Raw -3782536.362713 + Penalty 11771.003262 = -3770765.359451
  nChanged 8
		SP:Iteration 65Q (15517.960000 sec): 3 clusters
  Score: Raw -3782538.116899 + Penalty 11771.003262 = -3770767.113637
  nChanged 5
		SP:Iteration 66Q (15518.060000 sec): 3 clusters
  Score: Raw -3782539.272833 + Penalty 11771.003262 = -3770768.269571
  nChanged 5
		SP:Iteration 67Q (15518.160000 sec): 3 clusters
  Score: Raw -3782540.158940 + Penalty 11771.003262 = -3770769.155678
  nChanged 9
		SP:Iteration 68Q (15518.260000 sec): 3 clusters
  Score: Raw -3782542.792244 + Penalty 11771.003262 = -3770771.788982
  nChanged 12
		SP:Iteration 69Q (15518.370000 sec): 3 clusters
  Score: Raw -3782545.735500 + Penalty 11771.003262 = -3770774.732238
  nChanged 9
		SP:Iteration 70Q (15518.470000 sec): 3 clusters
  Score: Raw -3782548.428837 + Penalty 11771.003262 = -3770777.425575
  nChanged 7
		SP:Iteration 71Q (15518.570000 sec): 3 clusters
  Score: Raw -3782550.294942 + Penalty 11771.003262 = -3770779.291680
  nChanged 9
		SP:Iteration 72Q (15518.680000 sec): 3 clusters
  Score: Raw -3782552.128335 + Penalty 11771.003262 = -3770781.125073
  nChanged 4
		SP:Iteration 73Q (15518.780000 sec): 3 clusters
  Score: Raw -3782553.003390 + Penalty 11771.003262 = -3770782.000128
  nChanged 2
		SP:Iteration 74Q (15518.880000 sec): 3 clusters
  Score: Raw -3782553.425412 + Penalty 11771.003262 = -3770782.422150
  nChanged 2
		SP:Iteration 75Q (15518.980000 sec): 3 clusters
  Score: Raw -3782553.902440 + Penalty 11771.003262 = -3770782.899178
  nChanged 5
		SP:Iteration 76Q (15519.090000 sec): 3 clusters
  Score: Raw -3782555.631150 + Penalty 11771.003262 = -3770784.627888
  nChanged 3
		SP:Iteration 77Q (15519.190000 sec): 3 clusters
  Score: Raw -3782556.671333 + Penalty 11771.003262 = -3770785.668071
  nChanged 6
		SP:Iteration 78Q (15519.290000 sec): 3 clusters
  Score: Raw -3782558.180521 + Penalty 11771.003262 = -3770787.177259
  nChanged 3
		SP:Iteration 79Q (15519.400000 sec): 3 clusters
  Score: Raw -3782558.879196 + Penalty 11771.003262 = -3770787.875934
  nChanged 2
		SP:Iteration 80F (15519.510000 sec): 3 clusters
  Score: Raw -3782559.158501 + Penalty 11771.003262 = -3770788.155238
  nChanged 1
		SP:Iteration 81Q (15519.610000 sec): 3 clusters
  Score: Raw -3782559.334447 + Penalty 11771.003262 = -3770788.331185
  nChanged 1
		SP:Iteration 82Q (15519.720000 sec): 3 clusters
  Score: Raw -3782559.623276 + Penalty 11771.003262 = -3770788.620014
  nChanged 2
		SP:Iteration 83Q (15519.820000 sec): 3 clusters
  Score: Raw -3782559.902855 + Penalty 11771.003262 = -3770788.899593
  nChanged 2
		SP:Iteration 84Q (15519.920000 sec): 3 clusters
  Score: Raw -3782560.168118 + Penalty 11771.003262 = -3770789.164856
  nChanged 0
		SP:Iteration 85F (15520.040000 sec): 3 clusters
  Score: Raw -3782560.168118 + Penalty 11771.003262 = -3770789.164856
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 52 (17451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15520.150000 sec): 2 clusters
  Score: Raw -4626840.700172 + Penalty 5982.380742 = -4620858.319429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15520.280000 sec): 3 clusters
  Score: Raw -4617967.861193 + Penalty 11964.761485 = -4606003.099708
  nChanged 6912
		SP:Iteration 1F (15520.420000 sec): 3 clusters
  Score: Raw -4621679.041771 + Penalty 11964.761485 = -4609714.280287
  nChanged 1261
		SP:Iteration 2F (15520.550000 sec): 3 clusters
  Score: Raw -4622378.227667 + Penalty 11964.761485 = -4610413.466182
  nChanged 889
		SP:Iteration 3F (15520.680000 sec): 3 clusters
  Score: Raw -4622836.146282 + Penalty 11964.761485 = -4610871.384797
  nChanged 760
		SP:Iteration 4Q (15520.820000 sec): 3 clusters
  Score: Raw -4623200.114462 + Penalty 11964.761485 = -4611235.352977
  nChanged 637
		SP:Iteration 5Q (15520.950000 sec): 3 clusters
  Score: Raw -4623522.931647 + Penalty 11964.761485 = -4611558.170162
  nChanged 625
		SP:Iteration 6Q (15521.080000 sec): 3 clusters
  Score: Raw -4623830.660481 + Penalty 11964.761485 = -4611865.898996
  nChanged 571
		SP:Iteration 7Q (15521.210000 sec): 3 clusters
  Score: Raw -4624121.156770 + Penalty 11964.761485 = -4612156.395285
  nChanged 567
		SP:Iteration 8Q (15521.340000 sec): 3 clusters
  Score: Raw -4624413.706575 + Penalty 11964.761485 = -4612448.945090
  nChanged 592
		SP:Iteration 9Q (15521.480000 sec): 3 clusters
  Score: Raw -4624724.952794 + Penalty 11964.761485 = -4612760.191309
  nChanged 558
		SP:Iteration 10Q (15521.610000 sec): 3 clusters
  Score: Raw -4625020.862926 + Penalty 11964.761485 = -4613056.101441
  nChanged 533
		SP:Iteration 11Q (15521.740000 sec): 3 clusters
  Score: Raw -4625293.440452 + Penalty 11964.761485 = -4613328.678968
  nChanged 505
		SP:Iteration 12Q (15521.880000 sec): 3 clusters
  Score: Raw -4625556.758458 + Penalty 11964.761485 = -4613591.996973
  nChanged 458
		SP:Iteration 13Q (15522.010000 sec): 3 clusters
  Score: Raw -4625811.915643 + Penalty 11964.761485 = -4613847.154159
  nChanged 450
		SP:Iteration 14Q (15522.140000 sec): 3 clusters
  Score: Raw -4626064.739339 + Penalty 11964.761485 = -4614099.977854
  nChanged 411
		SP:Iteration 15Q (15522.280000 sec): 3 clusters
  Score: Raw -4626287.626005 + Penalty 11964.761485 = -4614322.864520
  nChanged 386
		SP:Iteration 16Q (15522.410000 sec): 3 clusters
  Score: Raw -4626498.260845 + Penalty 11964.761485 = -4614533.499360
  nChanged 348
		SP:Iteration 17Q (15522.540000 sec): 3 clusters
  Score: Raw -4626681.539095 + Penalty 11964.761485 = -4614716.777610
  nChanged 296
		SP:Iteration 18Q (15522.670000 sec): 3 clusters
  Score: Raw -4626840.308653 + Penalty 11964.761485 = -4614875.547169
  nChanged 275
		SP:Iteration 19Q (15522.800000 sec): 3 clusters
  Score: Raw -4626983.049990 + Penalty 11964.761485 = -4615018.288505
  nChanged 227
		SP:Iteration 20F (15522.940000 sec): 3 clusters
  Score: Raw -4627090.833464 + Penalty 11964.761485 = -4615126.071979
  nChanged 181
		SP:Iteration 21Q (15523.070000 sec): 3 clusters
  Score: Raw -4627176.941638 + Penalty 11964.761485 = -4615212.180153
  nChanged 165
		SP:Iteration 22Q (15523.210000 sec): 3 clusters
  Score: Raw -4627254.251814 + Penalty 11964.761485 = -4615289.490329
  nChanged 158
		SP:Iteration 23Q (15523.340000 sec): 3 clusters
  Score: Raw -4627334.744040 + Penalty 11964.761485 = -4615369.982555
  nChanged 132
		SP:Iteration 24Q (15523.470000 sec): 3 clusters
  Score: Raw -4627407.796308 + Penalty 11964.761485 = -4615443.034823
  nChanged 121
		SP:Iteration 25Q (15523.600000 sec): 3 clusters
  Score: Raw -4627471.396990 + Penalty 11964.761485 = -4615506.635505
  nChanged 105
		SP:Iteration 26Q (15523.730000 sec): 3 clusters
  Score: Raw -4627520.305267 + Penalty 11964.761485 = -4615555.543782
  nChanged 98
		SP:Iteration 27Q (15523.860000 sec): 3 clusters
  Score: Raw -4627572.576673 + Penalty 11964.761485 = -4615607.815188
  nChanged 97
		SP:Iteration 28Q (15523.990000 sec): 3 clusters
  Score: Raw -4627622.354343 + Penalty 11964.761485 = -4615657.592858
  nChanged 98
		SP:Iteration 29Q (15524.120000 sec): 3 clusters
  Score: Raw -4627668.971880 + Penalty 11964.761485 = -4615704.210395
  nChanged 94
		SP:Iteration 30Q (15524.250000 sec): 3 clusters
  Score: Raw -4627718.810246 + Penalty 11964.761485 = -4615754.048761
  nChanged 91
		SP:Iteration 31Q (15524.370000 sec): 3 clusters
  Score: Raw -4627766.044908 + Penalty 11964.761485 = -4615801.283423
  nChanged 81
		SP:Iteration 32Q (15524.500000 sec): 3 clusters
  Score: Raw -4627806.483150 + Penalty 11964.761485 = -4615841.721665
  nChanged 63
		SP:Iteration 33Q (15524.620000 sec): 3 clusters
  Score: Raw -4627845.320948 + Penalty 11964.761485 = -4615880.559463
  nChanged 69
		SP:Iteration 34Q (15524.750000 sec): 3 clusters
  Score: Raw -4627883.442038 + Penalty 11964.761485 = -4615918.680553
  nChanged 56
		SP:Iteration 35Q (15524.870000 sec): 3 clusters
  Score: Raw -4627914.654002 + Penalty 11964.761485 = -4615949.892517
  nChanged 45
		SP:Iteration 36Q (15524.990000 sec): 3 clusters
  Score: Raw -4627940.736622 + Penalty 11964.761485 = -4615975.975137
  nChanged 47
		SP:Iteration 37Q (15525.120000 sec): 3 clusters
  Score: Raw -4627966.817253 + Penalty 11964.761485 = -4616002.055769
  nChanged 42
		SP:Iteration 38Q (15525.240000 sec): 3 clusters
  Score: Raw -4627988.706260 + Penalty 11964.761485 = -4616023.944775
  nChanged 40
		SP:Iteration 39Q (15525.360000 sec): 3 clusters
  Score: Raw -4628008.738465 + Penalty 11964.761485 = -4616043.976980
  nChanged 39
		SP:Iteration 40F (15525.500000 sec): 3 clusters
  Score: Raw -4628028.426146 + Penalty 11964.761485 = -4616063.664661
  nChanged 43
		SP:Iteration 41Q (15525.620000 sec): 3 clusters
  Score: Raw -4628053.605993 + Penalty 11964.761485 = -4616088.844508
  nChanged 38
		SP:Iteration 42Q (15525.740000 sec): 3 clusters
  Score: Raw -4628074.881312 + Penalty 11964.761485 = -4616110.119827
  nChanged 39
		SP:Iteration 43Q (15525.860000 sec): 3 clusters
  Score: Raw -4628093.736574 + Penalty 11964.761485 = -4616128.975089
  nChanged 32
		SP:Iteration 44Q (15525.980000 sec): 3 clusters
  Score: Raw -4628106.871766 + Penalty 11964.761485 = -4616142.110282
  nChanged 22
		SP:Iteration 45Q (15526.100000 sec): 3 clusters
  Score: Raw -4628117.137048 + Penalty 11964.761485 = -4616152.375563
  nChanged 14
		SP:Iteration 46Q (15526.220000 sec): 3 clusters
  Score: Raw -4628123.549150 + Penalty 11964.761485 = -4616158.787665
  nChanged 19
		SP:Iteration 47Q (15526.340000 sec): 3 clusters
  Score: Raw -4628132.253202 + Penalty 11964.761485 = -4616167.491717
  nChanged 19
		SP:Iteration 48Q (15526.460000 sec): 3 clusters
  Score: Raw -4628141.435575 + Penalty 11964.761485 = -4616176.674090
  nChanged 24
		SP:Iteration 49Q (15526.580000 sec): 3 clusters
  Score: Raw -4628153.913795 + Penalty 11964.761485 = -4616189.152310
  nChanged 22
		SP:Iteration 50Q (15526.700000 sec): 3 clusters
  Score: Raw -4628164.281414 + Penalty 11964.761485 = -4616199.519929
  nChanged 17
		SP:Iteration 51Q (15526.810000 sec): 3 clusters
  Score: Raw -4628171.727256 + Penalty 11964.761485 = -4616206.965771
  nChanged 15
		SP:Iteration 52Q (15526.930000 sec): 3 clusters
  Score: Raw -4628177.533877 + Penalty 11964.761485 = -4616212.772393
  nChanged 16
		SP:Iteration 53Q (15527.050000 sec): 3 clusters
  Score: Raw -4628184.892679 + Penalty 11964.761485 = -4616220.131194
  nChanged 21
		SP:Iteration 54Q (15527.170000 sec): 3 clusters
  Score: Raw -4628196.347632 + Penalty 11964.761485 = -4616231.586147
  nChanged 23
		SP:Iteration 55Q (15527.280000 sec): 3 clusters
  Score: Raw -4628206.344244 + Penalty 11964.761485 = -4616241.582759
  nChanged 17
		SP:Iteration 56Q (15527.400000 sec): 3 clusters
  Score: Raw -4628213.927044 + Penalty 11964.761485 = -4616249.165559
  nChanged 17
		SP:Iteration 57Q (15527.510000 sec): 3 clusters
  Score: Raw -4628220.774918 + Penalty 11964.761485 = -4616256.013433
  nChanged 20
		SP:Iteration 58Q (15527.630000 sec): 3 clusters
  Score: Raw -4628228.104989 + Penalty 11964.761485 = -4616263.343504
  nChanged 14
		SP:Iteration 59Q (15527.740000 sec): 3 clusters
  Score: Raw -4628233.360113 + Penalty 11964.761485 = -4616268.598628
  nChanged 11
		SP:Iteration 60F (15527.870000 sec): 3 clusters
  Score: Raw -4628237.793681 + Penalty 11964.761485 = -4616273.032196
  nChanged 13
		SP:Iteration 61Q (15527.990000 sec): 3 clusters
  Score: Raw -4628244.403952 + Penalty 11964.761485 = -4616279.642467
  nChanged 11
		SP:Iteration 62Q (15528.110000 sec): 3 clusters
  Score: Raw -4628249.008751 + Penalty 11964.761485 = -4616284.247266
  nChanged 9
		SP:Iteration 63Q (15528.220000 sec): 3 clusters
  Score: Raw -4628253.035757 + Penalty 11964.761485 = -4616288.274272
  nChanged 8
		SP:Iteration 64Q (15528.340000 sec): 3 clusters
  Score: Raw -4628256.592654 + Penalty 11964.761485 = -4616291.831169
  nChanged 8
		SP:Iteration 65Q (15528.450000 sec): 3 clusters
  Score: Raw -4628262.098301 + Penalty 11964.761485 = -4616297.336816
  nChanged 15
		SP:Iteration 66Q (15528.570000 sec): 3 clusters
  Score: Raw -4628271.470617 + Penalty 11964.761485 = -4616306.709132
  nChanged 12
		SP:Iteration 67Q (15528.690000 sec): 3 clusters
  Score: Raw -4628276.775795 + Penalty 11964.761485 = -4616312.014310
  nChanged 7
		SP:Iteration 68Q (15528.800000 sec): 3 clusters
  Score: Raw -4628278.991390 + Penalty 11964.761485 = -4616314.229905
  nChanged 4
		SP:Iteration 69Q (15528.910000 sec): 3 clusters
  Score: Raw -4628281.040931 + Penalty 11964.761485 = -4616316.279446
  nChanged 4
		SP:Iteration 70Q (15529.030000 sec): 3 clusters
  Score: Raw -4628282.422876 + Penalty 11964.761485 = -4616317.661391
  nChanged 4
		SP:Iteration 71Q (15529.140000 sec): 3 clusters
  Score: Raw -4628283.460173 + Penalty 11964.761485 = -4616318.698688
  nChanged 2
		SP:Iteration 72Q (15529.260000 sec): 3 clusters
  Score: Raw -4628284.040753 + Penalty 11964.761485 = -4616319.279268
  nChanged 0
		SP:Iteration 73F (15529.390000 sec): 3 clusters
  Score: Raw -4628284.040753 + Penalty 11964.761485 = -4616319.279268
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 53 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15529.410000 sec): 2 clusters
  Score: Raw -104895.359060 + Penalty 3680.398076 = -101214.960984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15529.410000 sec): 3 clusters
  Score: Raw -105512.359098 + Penalty 7360.796152 = -98151.562946
  nChanged 24
		SP:Iteration 1F (15529.410000 sec): 3 clusters
  Score: Raw -105650.211111 + Penalty 7360.796152 = -98289.414959
  nChanged 5
		SP:Iteration 2Q (15529.420000 sec): 3 clusters
  Score: Raw -105692.037477 + Penalty 7360.796152 = -98331.241325
  nChanged 2
		SP:Iteration 3Q (15529.420000 sec): 3 clusters
  Score: Raw -105701.054297 + Penalty 7360.796152 = -98340.258144
  nChanged 1
		SP:Iteration 4Q (15529.430000 sec): 3 clusters
  Score: Raw -105703.994052 + Penalty 7360.796152 = -98343.197900
  nChanged 0
		SP:Iteration 5F (15529.430000 sec): 3 clusters
  Score: Raw -105703.994052 + Penalty 7360.796152 = -98343.197900
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 54 (648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15529.440000 sec): 2 clusters
  Score: Raw -154985.565554 + Penalty 3965.258052 = -151020.307503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15529.440000 sec): 3 clusters
  Score: Raw -155493.857251 + Penalty 7930.516103 = -147563.341147
  nChanged 101
		SP:Iteration 1F (15529.450000 sec): 3 clusters
  Score: Raw -155905.202008 + Penalty 7930.516103 = -147974.685905
  nChanged 34
		SP:Iteration 2F (15529.450000 sec): 3 clusters
  Score: Raw -156037.396090 + Penalty 7930.516103 = -148106.879987
  nChanged 13
		SP:Iteration 3Q (15529.460000 sec): 3 clusters
  Score: Raw -156123.162783 + Penalty 7930.516103 = -148192.646680
  nChanged 25
		SP:Iteration 4Q (15529.460000 sec): 3 clusters
  Score: Raw -156227.652780 + Penalty 7930.516103 = -148297.136677
  nChanged 20
		SP:Iteration 5Q (15529.470000 sec): 3 clusters
  Score: Raw -156292.347619 + Penalty 7930.516103 = -148361.831516
  nChanged 14
		SP:Iteration 6Q (15529.470000 sec): 3 clusters
  Score: Raw -156367.480288 + Penalty 7930.516103 = -148436.964185
  nChanged 10
		SP:Iteration 7Q (15529.470000 sec): 3 clusters
  Score: Raw -156397.110120 + Penalty 7930.516103 = -148466.594017
  nChanged 8
		SP:Iteration 8Q (15529.480000 sec): 3 clusters
  Score: Raw -156455.866500 + Penalty 7930.516103 = -148525.350397
  nChanged 9
		SP:Iteration 9Q (15529.490000 sec): 3 clusters
  Score: Raw -156494.373906 + Penalty 7930.516103 = -148563.857802
  nChanged 9
		SP:Iteration 10Q (15529.490000 sec): 3 clusters
  Score: Raw -156568.763533 + Penalty 7930.516103 = -148638.247430
  nChanged 11
		SP:Iteration 11Q (15529.490000 sec): 3 clusters
  Score: Raw -156640.286968 + Penalty 7930.516103 = -148709.770865
  nChanged 10
		SP:Iteration 12Q (15529.500000 sec): 3 clusters
  Score: Raw -156674.113148 + Penalty 7930.516103 = -148743.597045
  nChanged 8
		SP:Iteration 13Q (15529.500000 sec): 3 clusters
  Score: Raw -156707.660065 + Penalty 7930.516103 = -148777.143962
  nChanged 6
		SP:Iteration 14Q (15529.510000 sec): 3 clusters
  Score: Raw -156725.978909 + Penalty 7930.516103 = -148795.462806
  nChanged 6
		SP:Iteration 15Q (15529.510000 sec): 3 clusters
  Score: Raw -156745.229685 + Penalty 7930.516103 = -148814.713582
  nChanged 3
		SP:Iteration 16Q (15529.510000 sec): 3 clusters
  Score: Raw -156754.817438 + Penalty 7930.516103 = -148824.301335
  nChanged 2
		SP:Iteration 17Q (15529.520000 sec): 3 clusters
  Score: Raw -156761.632931 + Penalty 7930.516103 = -148831.116828
  nChanged 1
		SP:Iteration 18Q (15529.520000 sec): 3 clusters
  Score: Raw -156765.527175 + Penalty 7930.516103 = -148835.011072
  nChanged 2
		SP:Iteration 19Q (15529.530000 sec): 3 clusters
  Score: Raw -156771.593328 + Penalty 7930.516103 = -148841.077224
  nChanged 0
		SP:Iteration 20F (15529.530000 sec): 3 clusters
  Score: Raw -156771.593328 + Penalty 7930.516103 = -148841.077224
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 55 (349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15529.540000 sec): 2 clusters
  Score: Raw -90778.443628 + Penalty 3586.231552 = -87192.212076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15529.540000 sec): 3 clusters
  Score: Raw -91358.480913 + Penalty 7172.463105 = -84186.017808
  nChanged 21
		SP:Iteration 1F (15529.550000 sec): 3 clusters
  Score: Raw -91484.072326 + Penalty 7172.463105 = -84311.609221
  nChanged 7
		SP:Iteration 2Q (15529.550000 sec): 3 clusters
  Score: Raw -91527.685152 + Penalty 7172.463105 = -84355.222047
  nChanged 4
		SP:Iteration 3Q (15529.550000 sec): 3 clusters
  Score: Raw -91552.914706 + Penalty 7172.463105 = -84380.451601
  nChanged 2
		SP:Iteration 4Q (15529.550000 sec): 3 clusters
  Score: Raw -91572.356602 + Penalty 7172.463105 = -84399.893497
  nChanged 0
		SP:Iteration 5F (15529.560000 sec): 3 clusters
  Score: Raw -91572.356602 + Penalty 7172.463105 = -84399.893497
  nChanged 0
Iteration 219Q (15563.770000 sec): 56 clusters
  Score: Raw -522497718.920804 + Penalty 488646.756571 = -522009072.164234
  nChanged 107
Iteration 220F (15862.760000 sec): 56 clusters
  Score: Raw -522498301.557774 + Penalty 488646.756571 = -522009654.801203
  nChanged 133
Iteration 221Q (15898.190000 sec): 56 clusters
  Score: Raw -522498889.513613 + Penalty 488646.756571 = -522010242.757042
  nChanged 131
Iteration 222Q (15933.680000 sec): 56 clusters
  Score: Raw -522499074.150322 + Penalty 488646.756571 = -522010427.393751
  nChanged 119
Iteration 223Q (15969.100000 sec): 56 clusters
  Score: Raw -522499147.103567 + Penalty 488646.756571 = -522010500.346997
  nChanged 128
Iteration 224Q (16004.530000 sec): 56 clusters
  Score: Raw -522499175.820384 + Penalty 488646.756571 = -522010529.063814
  nChanged 117
Iteration 225Q (16039.950000 sec): 56 clusters
  Score: Raw -522499183.703184 + Penalty 488646.756571 = -522010536.946614
  nChanged 112
Iteration 226Q (16075.310000 sec): 56 clusters
  Score: Raw -522499189.930497 + Penalty 488646.756571 = -522010543.173927
  nChanged 91
Iteration 227Q (16110.670000 sec): 56 clusters
  Score: Raw -522499195.689150 + Penalty 488646.756571 = -522010548.932579
  nChanged 107
Iteration 228Q (16145.470000 sec): 56 clusters
  Score: Raw -522499200.964294 + Penalty 488646.756571 = -522010554.207723
  nChanged 88
Iteration 229Q (16179.630000 sec): 56 clusters
  Score: Raw -522499205.539819 + Penalty 488646.756571 = -522010558.783248
  nChanged 78
Iteration 230Q (16213.850000 sec): 56 clusters
  Score: Raw -522499209.840758 + Penalty 488646.756571 = -522010563.084187
  nChanged 96
Iteration 231Q (16248.010000 sec): 56 clusters
  Score: Raw -522499214.631273 + Penalty 488646.756571 = -522010567.874702
  nChanged 96
Iteration 232Q (16282.200000 sec): 56 clusters
  Score: Raw -522499219.295148 + Penalty 488646.756571 = -522010572.538578
  nChanged 85
Iteration 233Q (16317.000000 sec): 56 clusters
  Score: Raw -522499224.617539 + Penalty 488646.756571 = -522010577.860968
  nChanged 79
Iteration 234Q (16352.310000 sec): 56 clusters
  Score: Raw -522499229.775168 + Penalty 488646.756571 = -522010583.018597
  nChanged 89
Iteration 235Q (16387.640000 sec): 56 clusters
  Score: Raw -522499235.825297 + Penalty 488646.756571 = -522010589.068726
  nChanged 102
Iteration 236Q (16423.050000 sec): 56 clusters
  Score: Raw -522499242.482721 + Penalty 488646.756571 = -522010595.726151
  nChanged 88
Iteration 237Q (16458.440000 sec): 56 clusters
  Score: Raw -522499247.241234 + Penalty 488646.756571 = -522010600.484664
  nChanged 81
Iteration 238Q (16493.740000 sec): 56 clusters
  Score: Raw -522499251.731220 + Penalty 488646.756571 = -522010604.974649
  nChanged 68
Iteration 239Q (16529.000000 sec): 56 clusters
  Score: Raw -522499257.016432 + Penalty 488646.756571 = -522010610.259862
  nChanged 65
Iteration 240F (16828.460000 sec): 56 clusters
  Score: Raw -522499620.247444 + Penalty 488646.756571 = -522010973.490873
  nChanged 62
Iteration 241Q (16863.850000 sec): 56 clusters
  Score: Raw -522500218.301493 + Penalty 488646.756571 = -522011571.544922
  nChanged 59
Iteration 242Q (16899.150000 sec): 56 clusters
  Score: Raw -522500367.376721 + Penalty 488646.756571 = -522011720.620151
  nChanged 52
Iteration 243Q (16934.430000 sec): 56 clusters
  Score: Raw -522500412.571848 + Penalty 488646.756571 = -522011765.815277
  nChanged 55
Iteration 244Q (16969.820000 sec): 56 clusters
  Score: Raw -522500416.350125 + Penalty 488646.756571 = -522011769.593555
  nChanged 51
Iteration 245Q (17005.190000 sec): 56 clusters
  Score: Raw -522500419.630534 + Penalty 488646.756571 = -522011772.873963
  nChanged 41
Iteration 246Q (17040.490000 sec): 56 clusters
  Score: Raw -522500421.966445 + Penalty 488646.756571 = -522011775.209874
  nChanged 45
Iteration 247Q (17075.840000 sec): 56 clusters
  Score: Raw -522500424.508770 + Penalty 488646.756571 = -522011777.752199
  nChanged 49
Iteration 248Q (17111.150000 sec): 56 clusters
  Score: Raw -522500427.763893 + Penalty 488646.756571 = -522011781.007322
  nChanged 40
Iteration 249Q (17146.480000 sec): 56 clusters
  Score: Raw -522500429.297624 + Penalty 488646.756571 = -522011782.541053
  nChanged 28
Iteration 250Q (17181.810000 sec): 56 clusters
  Score: Raw -522500430.700349 + Penalty 488646.756571 = -522011783.943778
  nChanged 33
Iteration 251Q (17217.130000 sec): 56 clusters
  Score: Raw -522500431.968072 + Penalty 488646.756571 = -522011785.211501
  nChanged 31
Iteration 252Q (17252.430000 sec): 56 clusters
  Score: Raw -522500433.530939 + Penalty 488646.756571 = -522011786.774368
  nChanged 29
Iteration 253Q (17287.770000 sec): 56 clusters
  Score: Raw -522500435.127090 + Penalty 488646.756571 = -522011788.370519
  nChanged 24
Iteration 254Q (17323.070000 sec): 56 clusters
  Score: Raw -522500436.183628 + Penalty 488646.756571 = -522011789.427057
  nChanged 32
Iteration 255Q (17358.420000 sec): 56 clusters
  Score: Raw -522500437.640113 + Penalty 488646.756571 = -522011790.883542
  nChanged 30
Iteration 256Q (17393.700000 sec): 56 clusters
  Score: Raw -522500439.035843 + Penalty 488646.756571 = -522011792.279272
  nChanged 25
Iteration 257Q (17429.010000 sec): 56 clusters
  Score: Raw -522500440.016848 + Penalty 488646.756571 = -522011793.260277
  nChanged 13
Iteration 258Q (17464.310000 sec): 56 clusters
  Score: Raw -522500440.541940 + Penalty 488646.756571 = -522011793.785370
  nChanged 23
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522500440.541940 + Penalty 488646.756571 = -522011793.785370
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 1 (1940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17464.600000 sec): 2 clusters
  Score: Raw -484323.022795 + Penalty 4636.896492 = -479686.126303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17464.610000 sec): 3 clusters
  Score: Raw -484350.828283 + Penalty 9273.792984 = -475077.035300
  nChanged 500
		SP:Iteration 1F (17464.630000 sec): 3 clusters
  Score: Raw -485101.668829 + Penalty 9273.792984 = -475827.875845
  nChanged 124
		SP:Iteration 2F (17464.640000 sec): 3 clusters
  Score: Raw -485310.240828 + Penalty 9273.792984 = -476036.447844
  nChanged 58
		SP:Iteration 3Q (17464.660000 sec): 3 clusters
  Score: Raw -485393.327947 + Penalty 9273.792984 = -476119.534963
  nChanged 31
		SP:Iteration 4Q (17464.670000 sec): 3 clusters
  Score: Raw -485447.806842 + Penalty 9273.792984 = -476174.013858
  nChanged 20
		SP:Iteration 5Q (17464.690000 sec): 3 clusters
  Score: Raw -485488.708661 + Penalty 9273.792984 = -476214.915678
  nChanged 21
		SP:Iteration 6Q (17464.700000 sec): 3 clusters
  Score: Raw -485527.626076 + Penalty 9273.792984 = -476253.833092
  nChanged 17
		SP:Iteration 7Q (17464.710000 sec): 3 clusters
  Score: Raw -485563.194363 + Penalty 9273.792984 = -476289.401379
  nChanged 15
		SP:Iteration 8Q (17464.730000 sec): 3 clusters
  Score: Raw -485587.603712 + Penalty 9273.792984 = -476313.810728
  nChanged 15
		SP:Iteration 9Q (17464.740000 sec): 3 clusters
  Score: Raw -485616.628357 + Penalty 9273.792984 = -476342.835373
  nChanged 12
		SP:Iteration 10Q (17464.750000 sec): 3 clusters
  Score: Raw -485631.361007 + Penalty 9273.792984 = -476357.568023
  nChanged 10
		SP:Iteration 11Q (17464.770000 sec): 3 clusters
  Score: Raw -485644.225243 + Penalty 9273.792984 = -476370.432259
  nChanged 9
		SP:Iteration 12Q (17464.780000 sec): 3 clusters
  Score: Raw -485652.601483 + Penalty 9273.792984 = -476378.808499
  nChanged 7
		SP:Iteration 13Q (17464.790000 sec): 3 clusters
  Score: Raw -485659.027921 + Penalty 9273.792984 = -476385.234938
  nChanged 5
		SP:Iteration 14Q (17464.810000 sec): 3 clusters
  Score: Raw -485666.101166 + Penalty 9273.792984 = -476392.308183
  nChanged 4
		SP:Iteration 15Q (17464.820000 sec): 3 clusters
  Score: Raw -485669.442365 + Penalty 9273.792984 = -476395.649381
  nChanged 1
		SP:Iteration 16Q (17464.830000 sec): 3 clusters
  Score: Raw -485670.636293 + Penalty 9273.792984 = -476396.843309
  nChanged 0
		SP:Iteration 17F (17464.850000 sec): 3 clusters
  Score: Raw -485670.636293 + Penalty 9273.792984 = -476396.843309
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 2 (9564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17464.920000 sec): 2 clusters
  Score: Raw -2512959.555644 + Penalty 5614.028814 = -2507345.526830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17464.990000 sec): 3 clusters
  Score: Raw -2508644.982355 + Penalty 11228.057628 = -2497416.924727
  nChanged 3519
		SP:Iteration 1F (17465.060000 sec): 3 clusters
  Score: Raw -2510721.610734 + Penalty 11228.057628 = -2499493.553107
  nChanged 765
		SP:Iteration 2F (17465.130000 sec): 3 clusters
  Score: Raw -2511226.266169 + Penalty 11228.057628 = -2499998.208541
  nChanged 483
		SP:Iteration 3F (17465.200000 sec): 3 clusters
  Score: Raw -2511516.045085 + Penalty 11228.057628 = -2500287.987458
  nChanged 318
		SP:Iteration 4Q (17465.270000 sec): 3 clusters
  Score: Raw -2511695.429369 + Penalty 11228.057628 = -2500467.371741
  nChanged 251
		SP:Iteration 5Q (17465.350000 sec): 3 clusters
  Score: Raw -2511844.173860 + Penalty 11228.057628 = -2500616.116232
  nChanged 249
		SP:Iteration 6Q (17465.410000 sec): 3 clusters
  Score: Raw -2512005.995775 + Penalty 11228.057628 = -2500777.938147
  nChanged 246
		SP:Iteration 7Q (17465.490000 sec): 3 clusters
  Score: Raw -2512147.787890 + Penalty 11228.057628 = -2500919.730263
  nChanged 222
		SP:Iteration 8Q (17465.560000 sec): 3 clusters
  Score: Raw -2512290.056823 + Penalty 11228.057628 = -2501061.999196
  nChanged 229
		SP:Iteration 9Q (17465.630000 sec): 3 clusters
  Score: Raw -2512432.483644 + Penalty 11228.057628 = -2501204.426016
  nChanged 221
		SP:Iteration 10Q (17465.700000 sec): 3 clusters
  Score: Raw -2512573.854341 + Penalty 11228.057628 = -2501345.796713
  nChanged 217
		SP:Iteration 11Q (17465.770000 sec): 3 clusters
  Score: Raw -2512725.867301 + Penalty 11228.057628 = -2501497.809673
  nChanged 210
		SP:Iteration 12Q (17465.840000 sec): 3 clusters
  Score: Raw -2512862.958178 + Penalty 11228.057628 = -2501634.900550
  nChanged 203
		SP:Iteration 13Q (17465.910000 sec): 3 clusters
  Score: Raw -2513004.809600 + Penalty 11228.057628 = -2501776.751972
  nChanged 220
		SP:Iteration 14Q (17465.980000 sec): 3 clusters
  Score: Raw -2513154.297757 + Penalty 11228.057628 = -2501926.240130
  nChanged 191
		SP:Iteration 15Q (17466.050000 sec): 3 clusters
  Score: Raw -2513285.089274 + Penalty 11228.057628 = -2502057.031647
  nChanged 186
		SP:Iteration 16Q (17466.120000 sec): 3 clusters
  Score: Raw -2513431.385422 + Penalty 11228.057628 = -2502203.327794
  nChanged 186
		SP:Iteration 17Q (17466.190000 sec): 3 clusters
  Score: Raw -2513575.632243 + Penalty 11228.057628 = -2502347.574616
  nChanged 173
		SP:Iteration 18Q (17466.260000 sec): 3 clusters
  Score: Raw -2513719.565817 + Penalty 11228.057628 = -2502491.508189
  nChanged 137
		SP:Iteration 19Q (17466.330000 sec): 3 clusters
  Score: Raw -2513812.328848 + Penalty 11228.057628 = -2502584.271220
  nChanged 112
		SP:Iteration 20F (17466.390000 sec): 3 clusters
  Score: Raw -2513881.487628 + Penalty 11228.057628 = -2502653.430000
  nChanged 92
		SP:Iteration 21Q (17466.460000 sec): 3 clusters
  Score: Raw -2513941.517640 + Penalty 11228.057628 = -2502713.460012
  nChanged 76
		SP:Iteration 22Q (17466.530000 sec): 3 clusters
  Score: Raw -2513995.983298 + Penalty 11228.057628 = -2502767.925670
  nChanged 79
		SP:Iteration 23Q (17466.600000 sec): 3 clusters
  Score: Raw -2514045.985048 + Penalty 11228.057628 = -2502817.927421
  nChanged 56
		SP:Iteration 24Q (17466.660000 sec): 3 clusters
  Score: Raw -2514081.767019 + Penalty 11228.057628 = -2502853.709391
  nChanged 46
		SP:Iteration 25Q (17466.730000 sec): 3 clusters
  Score: Raw -2514107.875219 + Penalty 11228.057628 = -2502879.817591
  nChanged 40
		SP:Iteration 26Q (17466.800000 sec): 3 clusters
  Score: Raw -2514136.437263 + Penalty 11228.057628 = -2502908.379635
  nChanged 32
		SP:Iteration 27Q (17466.860000 sec): 3 clusters
  Score: Raw -2514159.740413 + Penalty 11228.057628 = -2502931.682786
  nChanged 39
		SP:Iteration 28Q (17466.930000 sec): 3 clusters
  Score: Raw -2514186.877182 + Penalty 11228.057628 = -2502958.819555
  nChanged 28
		SP:Iteration 29Q (17466.990000 sec): 3 clusters
  Score: Raw -2514204.005044 + Penalty 11228.057628 = -2502975.947417
  nChanged 21
		SP:Iteration 30Q (17467.060000 sec): 3 clusters
  Score: Raw -2514215.648724 + Penalty 11228.057628 = -2502987.591096
  nChanged 17
		SP:Iteration 31Q (17467.130000 sec): 3 clusters
  Score: Raw -2514225.549150 + Penalty 11228.057628 = -2502997.491522
  nChanged 18
		SP:Iteration 32Q (17467.190000 sec): 3 clusters
  Score: Raw -2514234.337418 + Penalty 11228.057628 = -2503006.279791
  nChanged 10
		SP:Iteration 33Q (17467.260000 sec): 3 clusters
  Score: Raw -2514240.510696 + Penalty 11228.057628 = -2503012.453068
  nChanged 14
		SP:Iteration 34Q (17467.320000 sec): 3 clusters
  Score: Raw -2514248.448815 + Penalty 11228.057628 = -2503020.391188
  nChanged 11
		SP:Iteration 35Q (17467.390000 sec): 3 clusters
  Score: Raw -2514254.537428 + Penalty 11228.057628 = -2503026.479801
  nChanged 11
		SP:Iteration 36Q (17467.450000 sec): 3 clusters
  Score: Raw -2514260.944902 + Penalty 11228.057628 = -2503032.887274
  nChanged 12
		SP:Iteration 37Q (17467.520000 sec): 3 clusters
  Score: Raw -2514268.329304 + Penalty 11228.057628 = -2503040.271676
  nChanged 13
		SP:Iteration 38Q (17467.580000 sec): 3 clusters
  Score: Raw -2514276.174112 + Penalty 11228.057628 = -2503048.116485
  nChanged 11
		SP:Iteration 39Q (17467.650000 sec): 3 clusters
  Score: Raw -2514282.508719 + Penalty 11228.057628 = -2503054.451091
  nChanged 9
		SP:Iteration 40F (17467.720000 sec): 3 clusters
  Score: Raw -2514287.437154 + Penalty 11228.057628 = -2503059.379526
  nChanged 3
		SP:Iteration 41Q (17467.790000 sec): 3 clusters
  Score: Raw -2514288.614528 + Penalty 11228.057628 = -2503060.556901
  nChanged 3
		SP:Iteration 42Q (17467.850000 sec): 3 clusters
  Score: Raw -2514289.742278 + Penalty 11228.057628 = -2503061.684650
  nChanged 5
		SP:Iteration 43Q (17467.910000 sec): 3 clusters
  Score: Raw -2514292.104484 + Penalty 11228.057628 = -2503064.046856
  nChanged 6
		SP:Iteration 44Q (17467.980000 sec): 3 clusters
  Score: Raw -2514294.711071 + Penalty 11228.057628 = -2503066.653443
  nChanged 3
		SP:Iteration 45Q (17468.050000 sec): 3 clusters
  Score: Raw -2514295.900242 + Penalty 11228.057628 = -2503067.842614
  nChanged 1
		SP:Iteration 46Q (17468.110000 sec): 3 clusters
  Score: Raw -2514296.380440 + Penalty 11228.057628 = -2503068.322813
  nChanged 0
		SP:Iteration 47F (17468.180000 sec): 3 clusters
  Score: Raw -2514296.380440 + Penalty 11228.057628 = -2503068.322813
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 3 (9961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17468.250000 sec): 2 clusters
  Score: Raw -2525138.040949 + Penalty 5638.940058 = -2519499.100891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17468.320000 sec): 3 clusters
  Score: Raw -2520630.036885 + Penalty 11277.880115 = -2509352.156770
  nChanged 3766
		SP:Iteration 1F (17468.400000 sec): 3 clusters
  Score: Raw -2522911.303316 + Penalty 11277.880115 = -2511633.423200
  nChanged 838
		SP:Iteration 2F (17468.470000 sec): 3 clusters
  Score: Raw -2523578.181832 + Penalty 11277.880115 = -2512300.301717
  nChanged 598
		SP:Iteration 3F (17468.550000 sec): 3 clusters
  Score: Raw -2524135.992903 + Penalty 11277.880115 = -2512858.112788
  nChanged 524
		SP:Iteration 4F (17468.620000 sec): 3 clusters
  Score: Raw -2524703.600892 + Penalty 11277.880115 = -2513425.720777
  nChanged 505
		SP:Iteration 5F (17468.690000 sec): 3 clusters
  Score: Raw -2525215.227159 + Penalty 11277.880115 = -2513937.347043
  nChanged 467
		SP:Iteration 6Q (17468.770000 sec): 3 clusters
  Score: Raw -2525647.316229 + Penalty 11277.880115 = -2514369.436114
  nChanged 448
		SP:Iteration 7Q (17468.840000 sec): 3 clusters
  Score: Raw -2526006.847848 + Penalty 11277.880115 = -2514728.967733
  nChanged 387
		SP:Iteration 8Q (17468.910000 sec): 3 clusters
  Score: Raw -2526287.686901 + Penalty 11277.880115 = -2515009.806786
  nChanged 319
		SP:Iteration 9Q (17468.980000 sec): 3 clusters
  Score: Raw -2526520.772747 + Penalty 11277.880115 = -2515242.892632
  nChanged 295
		SP:Iteration 10Q (17469.050000 sec): 3 clusters
  Score: Raw -2526726.062056 + Penalty 11277.880115 = -2515448.181941
  nChanged 263
		SP:Iteration 11Q (17469.120000 sec): 3 clusters
  Score: Raw -2526890.423320 + Penalty 11277.880115 = -2515612.543204
  nChanged 190
		SP:Iteration 12Q (17469.190000 sec): 3 clusters
  Score: Raw -2526999.544327 + Penalty 11277.880115 = -2515721.664212
  nChanged 157
		SP:Iteration 13Q (17469.260000 sec): 3 clusters
  Score: Raw -2527092.222970 + Penalty 11277.880115 = -2515814.342854
  nChanged 145
		SP:Iteration 14Q (17469.330000 sec): 3 clusters
  Score: Raw -2527174.095626 + Penalty 11277.880115 = -2515896.215511
  nChanged 121
		SP:Iteration 15Q (17469.400000 sec): 3 clusters
  Score: Raw -2527232.799834 + Penalty 11277.880115 = -2515954.919718
  nChanged 102
		SP:Iteration 16Q (17469.470000 sec): 3 clusters
  Score: Raw -2527277.665942 + Penalty 11277.880115 = -2515999.785826
  nChanged 87
		SP:Iteration 17Q (17469.530000 sec): 3 clusters
  Score: Raw -2527324.386991 + Penalty 11277.880115 = -2516046.506876
  nChanged 87
		SP:Iteration 18Q (17469.600000 sec): 3 clusters
  Score: Raw -2527363.867268 + Penalty 11277.880115 = -2516085.987153
  nChanged 64
		SP:Iteration 19Q (17469.670000 sec): 3 clusters
  Score: Raw -2527389.477820 + Penalty 11277.880115 = -2516111.597705
  nChanged 65
		SP:Iteration 20F (17469.750000 sec): 3 clusters
  Score: Raw -2527431.768298 + Penalty 11277.880115 = -2516153.888183
  nChanged 69
		SP:Iteration 21Q (17469.810000 sec): 3 clusters
  Score: Raw -2527487.647463 + Penalty 11277.880115 = -2516209.767348
  nChanged 91
		SP:Iteration 22Q (17469.890000 sec): 3 clusters
  Score: Raw -2527541.689591 + Penalty 11277.880115 = -2516263.809476
  nChanged 91
		SP:Iteration 23Q (17469.950000 sec): 3 clusters
  Score: Raw -2527596.980474 + Penalty 11277.880115 = -2516319.100359
  nChanged 101
		SP:Iteration 24Q (17470.020000 sec): 3 clusters
  Score: Raw -2527642.176057 + Penalty 11277.880115 = -2516364.295942
  nChanged 101
		SP:Iteration 25Q (17470.090000 sec): 3 clusters
  Score: Raw -2527688.798996 + Penalty 11277.880115 = -2516410.918881
  nChanged 102
		SP:Iteration 26Q (17470.160000 sec): 3 clusters
  Score: Raw -2527738.269955 + Penalty 11277.880115 = -2516460.389840
  nChanged 91
		SP:Iteration 27Q (17470.230000 sec): 3 clusters
  Score: Raw -2527786.368121 + Penalty 11277.880115 = -2516508.488006
  nChanged 81
		SP:Iteration 28Q (17470.300000 sec): 3 clusters
  Score: Raw -2527830.590960 + Penalty 11277.880115 = -2516552.710844
  nChanged 92
		SP:Iteration 29Q (17470.370000 sec): 3 clusters
  Score: Raw -2527877.620910 + Penalty 11277.880115 = -2516599.740795
  nChanged 91
		SP:Iteration 30Q (17470.430000 sec): 3 clusters
  Score: Raw -2527928.454439 + Penalty 11277.880115 = -2516650.574323
  nChanged 91
		SP:Iteration 31Q (17470.500000 sec): 3 clusters
  Score: Raw -2527973.145301 + Penalty 11277.880115 = -2516695.265186
  nChanged 79
		SP:Iteration 32Q (17470.570000 sec): 3 clusters
  Score: Raw -2528010.331198 + Penalty 11277.880115 = -2516732.451083
  nChanged 78
		SP:Iteration 33Q (17470.640000 sec): 3 clusters
  Score: Raw -2528050.041599 + Penalty 11277.880115 = -2516772.161483
  nChanged 73
		SP:Iteration 34Q (17470.710000 sec): 3 clusters
  Score: Raw -2528087.152656 + Penalty 11277.880115 = -2516809.272541
  nChanged 54
		SP:Iteration 35Q (17470.770000 sec): 3 clusters
  Score: Raw -2528113.956498 + Penalty 11277.880115 = -2516836.076383
  nChanged 47
		SP:Iteration 36Q (17470.840000 sec): 3 clusters
  Score: Raw -2528137.704238 + Penalty 11277.880115 = -2516859.824122
  nChanged 54
		SP:Iteration 37Q (17470.910000 sec): 3 clusters
  Score: Raw -2528167.656756 + Penalty 11277.880115 = -2516889.776641
  nChanged 57
		SP:Iteration 38Q (17470.980000 sec): 3 clusters
  Score: Raw -2528194.329225 + Penalty 11277.880115 = -2516916.449109
  nChanged 43
		SP:Iteration 39Q (17471.050000 sec): 3 clusters
  Score: Raw -2528213.835501 + Penalty 11277.880115 = -2516935.955386
  nChanged 35
		SP:Iteration 40F (17471.120000 sec): 3 clusters
  Score: Raw -2528230.160139 + Penalty 11277.880115 = -2516952.280024
  nChanged 31
		SP:Iteration 41Q (17471.190000 sec): 3 clusters
  Score: Raw -2528243.558728 + Penalty 11277.880115 = -2516965.678613
  nChanged 30
		SP:Iteration 42Q (17471.250000 sec): 3 clusters
  Score: Raw -2528256.502254 + Penalty 11277.880115 = -2516978.622138
  nChanged 28
		SP:Iteration 43Q (17471.320000 sec): 3 clusters
  Score: Raw -2528268.601295 + Penalty 11277.880115 = -2516990.721180
  nChanged 27
		SP:Iteration 44Q (17471.390000 sec): 3 clusters
  Score: Raw -2528277.798733 + Penalty 11277.880115 = -2516999.918618
  nChanged 17
		SP:Iteration 45Q (17471.460000 sec): 3 clusters
  Score: Raw -2528284.316338 + Penalty 11277.880115 = -2517006.436223
  nChanged 19
		SP:Iteration 46Q (17471.530000 sec): 3 clusters
  Score: Raw -2528291.004403 + Penalty 11277.880115 = -2517013.124288
  nChanged 12
		SP:Iteration 47Q (17471.590000 sec): 3 clusters
  Score: Raw -2528295.411731 + Penalty 11277.880115 = -2517017.531616
  nChanged 6
		SP:Iteration 48Q (17471.660000 sec): 3 clusters
  Score: Raw -2528298.344567 + Penalty 11277.880115 = -2517020.464451
  nChanged 7
		SP:Iteration 49Q (17471.730000 sec): 3 clusters
  Score: Raw -2528301.085578 + Penalty 11277.880115 = -2517023.205463
  nChanged 10
		SP:Iteration 50Q (17471.790000 sec): 3 clusters
  Score: Raw -2528305.097018 + Penalty 11277.880115 = -2517027.216902
  nChanged 8
		SP:Iteration 51Q (17471.860000 sec): 3 clusters
  Score: Raw -2528307.445931 + Penalty 11277.880115 = -2517029.565815
  nChanged 7
		SP:Iteration 52Q (17471.930000 sec): 3 clusters
  Score: Raw -2528310.047444 + Penalty 11277.880115 = -2517032.167329
  nChanged 14
		SP:Iteration 53Q (17472.000000 sec): 3 clusters
  Score: Raw -2528315.600687 + Penalty 11277.880115 = -2517037.720572
  nChanged 11
		SP:Iteration 54Q (17472.070000 sec): 3 clusters
  Score: Raw -2528321.192685 + Penalty 11277.880115 = -2517043.312570
  nChanged 14
		SP:Iteration 55Q (17472.130000 sec): 3 clusters
  Score: Raw -2528325.911870 + Penalty 11277.880115 = -2517048.031754
  nChanged 13
		SP:Iteration 56Q (17472.200000 sec): 3 clusters
  Score: Raw -2528330.726342 + Penalty 11277.880115 = -2517052.846227
  nChanged 9
		SP:Iteration 57Q (17472.270000 sec): 3 clusters
  Score: Raw -2528334.654888 + Penalty 11277.880115 = -2517056.774773
  nChanged 9
		SP:Iteration 58Q (17472.330000 sec): 3 clusters
  Score: Raw -2528340.501181 + Penalty 11277.880115 = -2517062.621066
  nChanged 20
		SP:Iteration 59Q (17472.400000 sec): 3 clusters
  Score: Raw -2528352.237365 + Penalty 11277.880115 = -2517074.357250
  nChanged 16
		SP:Iteration 60F (17472.470000 sec): 3 clusters
  Score: Raw -2528358.849392 + Penalty 11277.880115 = -2517080.969277
  nChanged 14
		SP:Iteration 61Q (17472.540000 sec): 3 clusters
  Score: Raw -2528365.869040 + Penalty 11277.880115 = -2517087.988924
  nChanged 13
		SP:Iteration 62Q (17472.610000 sec): 3 clusters
  Score: Raw -2528372.108004 + Penalty 11277.880115 = -2517094.227888
  nChanged 11
		SP:Iteration 63Q (17472.670000 sec): 3 clusters
  Score: Raw -2528376.949312 + Penalty 11277.880115 = -2517099.069197
  nChanged 12
		SP:Iteration 64Q (17472.740000 sec): 3 clusters
  Score: Raw -2528381.691668 + Penalty 11277.880115 = -2517103.811553
  nChanged 7
		SP:Iteration 65Q (17472.810000 sec): 3 clusters
  Score: Raw -2528384.582528 + Penalty 11277.880115 = -2517106.702412
  nChanged 9
		SP:Iteration 66Q (17472.870000 sec): 3 clusters
  Score: Raw -2528388.727800 + Penalty 11277.880115 = -2517110.847685
  nChanged 9
		SP:Iteration 67Q (17472.940000 sec): 3 clusters
  Score: Raw -2528393.329911 + Penalty 11277.880115 = -2517115.449795
  nChanged 13
		SP:Iteration 68Q (17473.010000 sec): 3 clusters
  Score: Raw -2528399.390222 + Penalty 11277.880115 = -2517121.510107
  nChanged 15
		SP:Iteration 69Q (17473.070000 sec): 3 clusters
  Score: Raw -2528406.385277 + Penalty 11277.880115 = -2517128.505162
  nChanged 10
		SP:Iteration 70Q (17473.140000 sec): 3 clusters
  Score: Raw -2528410.286434 + Penalty 11277.880115 = -2517132.406319
  nChanged 10
		SP:Iteration 71Q (17473.210000 sec): 3 clusters
  Score: Raw -2528415.611432 + Penalty 11277.880115 = -2517137.731317
  nChanged 10
		SP:Iteration 72Q (17473.270000 sec): 3 clusters
  Score: Raw -2528420.697622 + Penalty 11277.880115 = -2517142.817507
  nChanged 14
		SP:Iteration 73Q (17473.340000 sec): 3 clusters
  Score: Raw -2528426.563382 + Penalty 11277.880115 = -2517148.683266
  nChanged 16
		SP:Iteration 74Q (17473.410000 sec): 3 clusters
  Score: Raw -2528437.829339 + Penalty 11277.880115 = -2517159.949223
  nChanged 10
		SP:Iteration 75Q (17473.470000 sec): 3 clusters
  Score: Raw -2528449.703326 + Penalty 11277.880115 = -2517171.823211
  nChanged 12
		SP:Iteration 76Q (17473.540000 sec): 3 clusters
  Score: Raw -2528457.102712 + Penalty 11277.880115 = -2517179.222596
  nChanged 15
		SP:Iteration 77Q (17473.610000 sec): 3 clusters
  Score: Raw -2528462.727620 + Penalty 11277.880115 = -2517184.847505
  nChanged 9
		SP:Iteration 78Q (17473.670000 sec): 3 clusters
  Score: Raw -2528465.295137 + Penalty 11277.880115 = -2517187.415022
  nChanged 7
		SP:Iteration 79Q (17473.740000 sec): 3 clusters
  Score: Raw -2528467.567988 + Penalty 11277.880115 = -2517189.687873
  nChanged 4
		SP:Iteration 80F (17473.810000 sec): 3 clusters
  Score: Raw -2528468.971936 + Penalty 11277.880115 = -2517191.091820
  nChanged 3
		SP:Iteration 81Q (17473.880000 sec): 3 clusters
  Score: Raw -2528469.710581 + Penalty 11277.880115 = -2517191.830466
  nChanged 2
		SP:Iteration 82Q (17473.940000 sec): 3 clusters
  Score: Raw -2528470.800314 + Penalty 11277.880115 = -2517192.920199
  nChanged 3
		SP:Iteration 83Q (17474.010000 sec): 3 clusters
  Score: Raw -2528471.714944 + Penalty 11277.880115 = -2517193.834829
  nChanged 2
		SP:Iteration 84Q (17474.070000 sec): 3 clusters
  Score: Raw -2528472.177469 + Penalty 11277.880115 = -2517194.297354
  nChanged 1
		SP:Iteration 85Q (17474.140000 sec): 3 clusters
  Score: Raw -2528472.597689 + Penalty 11277.880115 = -2517194.717573
  nChanged 2
		SP:Iteration 86Q (17474.210000 sec): 3 clusters
  Score: Raw -2528473.723242 + Penalty 11277.880115 = -2517195.843126
  nChanged 3
		SP:Iteration 87Q (17474.270000 sec): 3 clusters
  Score: Raw -2528478.530764 + Penalty 11277.880115 = -2517200.650648
  nChanged 9
		SP:Iteration 88Q (17474.340000 sec): 3 clusters
  Score: Raw -2528482.292584 + Penalty 11277.880115 = -2517204.412468
  nChanged 6
		SP:Iteration 89Q (17474.410000 sec): 3 clusters
  Score: Raw -2528484.041927 + Penalty 11277.880115 = -2517206.161811
  nChanged 6
		SP:Iteration 90Q (17474.470000 sec): 3 clusters
  Score: Raw -2528486.040616 + Penalty 11277.880115 = -2517208.160501
  nChanged 1
		SP:Iteration 91Q (17474.540000 sec): 3 clusters
  Score: Raw -2528486.799339 + Penalty 11277.880115 = -2517208.919223
  nChanged 3
		SP:Iteration 92Q (17474.600000 sec): 3 clusters
  Score: Raw -2528488.056062 + Penalty 11277.880115 = -2517210.175946
  nChanged 2
		SP:Iteration 93Q (17474.670000 sec): 3 clusters
  Score: Raw -2528489.637569 + Penalty 11277.880115 = -2517211.757454
  nChanged 3
		SP:Iteration 94Q (17474.730000 sec): 3 clusters
  Score: Raw -2528490.828616 + Penalty 11277.880115 = -2517212.948501
  nChanged 1
		SP:Iteration 95Q (17474.800000 sec): 3 clusters
  Score: Raw -2528491.189864 + Penalty 11277.880115 = -2517213.309749
  nChanged 0
		SP:Iteration 96F (17474.870000 sec): 3 clusters
  Score: Raw -2528491.189864 + Penalty 11277.880115 = -2517213.309749
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 4 (87250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17475.450000 sec): 2 clusters
  Score: Raw -23179572.845459 + Penalty 6968.126365 = -23172604.719094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17476.120000 sec): 3 clusters
  Score: Raw -23126734.494186 + Penalty 13936.252729 = -23112798.241457
  nChanged 39602
		SP:Iteration 1F (17476.790000 sec): 3 clusters
  Score: Raw -23148165.181641 + Penalty 13936.252729 = -23134228.928912
  nChanged 3770
		SP:Iteration 2Q (17477.460000 sec): 3 clusters
  Score: Raw -23149274.553761 + Penalty 13936.252729 = -23135338.301032
  nChanged 3431
		SP:Iteration 3Q (17478.130000 sec): 3 clusters
  Score: Raw -23150308.707712 + Penalty 13936.252729 = -23136372.454983
  nChanged 3289
		SP:Iteration 4Q (17478.810000 sec): 3 clusters
  Score: Raw -23151390.746242 + Penalty 13936.252729 = -23137454.493513
  nChanged 3262
		SP:Iteration 5Q (17479.480000 sec): 3 clusters
  Score: Raw -23152658.954491 + Penalty 13936.252729 = -23138722.701762
  nChanged 3418
		SP:Iteration 6Q (17480.150000 sec): 3 clusters
  Score: Raw -23154216.597882 + Penalty 13936.252729 = -23140280.345153
  nChanged 3690
		SP:Iteration 7Q (17480.830000 sec): 3 clusters
  Score: Raw -23156091.541849 + Penalty 13936.252729 = -23142155.289120
  nChanged 4018
		SP:Iteration 8Q (17481.490000 sec): 3 clusters
  Score: Raw -23158260.116361 + Penalty 13936.252729 = -23144323.863632
  nChanged 4142
		SP:Iteration 9Q (17482.160000 sec): 3 clusters
  Score: Raw -23160576.085400 + Penalty 13936.252729 = -23146639.832671
  nChanged 4157
		SP:Iteration 10Q (17482.820000 sec): 3 clusters
  Score: Raw -23163025.250010 + Penalty 13936.252729 = -23149088.997281
  nChanged 4145
		SP:Iteration 11Q (17483.470000 sec): 3 clusters
  Score: Raw -23165553.103199 + Penalty 13936.252729 = -23151616.850469
  nChanged 3956
		SP:Iteration 12Q (17484.120000 sec): 3 clusters
  Score: Raw -23168034.981247 + Penalty 13936.252729 = -23154098.728518
  nChanged 3766
		SP:Iteration 13Q (17484.760000 sec): 3 clusters
  Score: Raw -23170438.164693 + Penalty 13936.252729 = -23156501.911964
  nChanged 3520
		SP:Iteration 14Q (17485.380000 sec): 3 clusters
  Score: Raw -23172729.150883 + Penalty 13936.252729 = -23158792.898153
  nChanged 3201
		SP:Iteration 15Q (17485.980000 sec): 3 clusters
  Score: Raw -23174828.552971 + Penalty 13936.252729 = -23160892.300242
  nChanged 2750
		SP:Iteration 16Q (17486.570000 sec): 3 clusters
  Score: Raw -23176693.378381 + Penalty 13936.252729 = -23162757.125652
  nChanged 2271
		SP:Iteration 17Q (17487.150000 sec): 3 clusters
  Score: Raw -23178375.920076 + Penalty 13936.252729 = -23164439.667347
  nChanged 1705
		SP:Iteration 18Q (17487.700000 sec): 3 clusters
  Score: Raw -23179837.264234 + Penalty 13936.252729 = -23165901.011505
  nChanged 1189
		SP:Iteration 19Q (17488.240000 sec): 3 clusters
  Score: Raw -23180854.484567 + Penalty 13936.252729 = -23166918.231838
  nChanged 827
		SP:Iteration 20F (17488.900000 sec): 3 clusters
  Score: Raw -23181385.549125 + Penalty 13936.252729 = -23167449.296396
  nChanged 605
		SP:Iteration 21Q (17489.420000 sec): 3 clusters
  Score: Raw -23181670.812554 + Penalty 13936.252729 = -23167734.559825
  nChanged 435
		SP:Iteration 22Q (17489.920000 sec): 3 clusters
  Score: Raw -23181844.195702 + Penalty 13936.252729 = -23167907.942973
  nChanged 324
		SP:Iteration 23Q (17490.430000 sec): 3 clusters
  Score: Raw -23181956.666192 + Penalty 13936.252729 = -23168020.413463
  nChanged 239
		SP:Iteration 24Q (17490.930000 sec): 3 clusters
  Score: Raw -23182032.375007 + Penalty 13936.252729 = -23168096.122278
  nChanged 181
		SP:Iteration 25Q (17491.430000 sec): 3 clusters
  Score: Raw -23182084.844736 + Penalty 13936.252729 = -23168148.592007
  nChanged 124
		SP:Iteration 26Q (17491.930000 sec): 3 clusters
  Score: Raw -23182117.885387 + Penalty 13936.252729 = -23168181.632658
  nChanged 101
		SP:Iteration 27Q (17492.420000 sec): 3 clusters
  Score: Raw -23182145.270855 + Penalty 13936.252729 = -23168209.018126
  nChanged 87
		SP:Iteration 28Q (17492.920000 sec): 3 clusters
  Score: Raw -23182165.794338 + Penalty 13936.252729 = -23168229.541609
  nChanged 54
		SP:Iteration 29Q (17493.420000 sec): 3 clusters
  Score: Raw -23182179.533198 + Penalty 13936.252729 = -23168243.280469
  nChanged 48
		SP:Iteration 30Q (17493.920000 sec): 3 clusters
  Score: Raw -23182190.277489 + Penalty 13936.252729 = -23168254.024760
  nChanged 38
		SP:Iteration 31Q (17494.420000 sec): 3 clusters
  Score: Raw -23182198.293906 + Penalty 13936.252729 = -23168262.041177
  nChanged 36
		SP:Iteration 32Q (17494.910000 sec): 3 clusters
  Score: Raw -23182206.664069 + Penalty 13936.252729 = -23168270.411340
  nChanged 29
		SP:Iteration 33Q (17495.410000 sec): 3 clusters
  Score: Raw -23182213.392558 + Penalty 13936.252729 = -23168277.139829
  nChanged 34
		SP:Iteration 34Q (17495.910000 sec): 3 clusters
  Score: Raw -23182220.970684 + Penalty 13936.252729 = -23168284.717955
  nChanged 26
		SP:Iteration 35Q (17496.400000 sec): 3 clusters
  Score: Raw -23182226.030990 + Penalty 13936.252729 = -23168289.778261
  nChanged 21
		SP:Iteration 36Q (17496.900000 sec): 3 clusters
  Score: Raw -23182230.508152 + Penalty 13936.252729 = -23168294.255423
  nChanged 19
		SP:Iteration 37Q (17497.390000 sec): 3 clusters
  Score: Raw -23182234.049268 + Penalty 13936.252729 = -23168297.796539
  nChanged 13
		SP:Iteration 38Q (17497.890000 sec): 3 clusters
  Score: Raw -23182236.615852 + Penalty 13936.252729 = -23168300.363123
  nChanged 10
		SP:Iteration 39Q (17498.390000 sec): 3 clusters
  Score: Raw -23182239.186713 + Penalty 13936.252729 = -23168302.933984
  nChanged 11
		SP:Iteration 40F (17499.050000 sec): 3 clusters
  Score: Raw -23182242.122406 + Penalty 13936.252729 = -23168305.869677
  nChanged 14
		SP:Iteration 41Q (17499.550000 sec): 3 clusters
  Score: Raw -23182244.910430 + Penalty 13936.252729 = -23168308.657701
  nChanged 8
		SP:Iteration 42Q (17500.050000 sec): 3 clusters
  Score: Raw -23182246.401121 + Penalty 13936.252729 = -23168310.148391
  nChanged 5
		SP:Iteration 43Q (17500.550000 sec): 3 clusters
  Score: Raw -23182247.525919 + Penalty 13936.252729 = -23168311.273190
  nChanged 11
		SP:Iteration 44Q (17501.050000 sec): 3 clusters
  Score: Raw -23182250.009442 + Penalty 13936.252729 = -23168313.756713
  nChanged 8
		SP:Iteration 45Q (17501.540000 sec): 3 clusters
  Score: Raw -23182251.470117 + Penalty 13936.252729 = -23168315.217388
  nChanged 9
		SP:Iteration 46Q (17502.050000 sec): 3 clusters
  Score: Raw -23182252.943527 + Penalty 13936.252729 = -23168316.690798
  nChanged 3
		SP:Iteration 47Q (17502.540000 sec): 3 clusters
  Score: Raw -23182253.763146 + Penalty 13936.252729 = -23168317.510416
  nChanged 4
		SP:Iteration 48Q (17503.040000 sec): 3 clusters
  Score: Raw -23182254.515491 + Penalty 13936.252729 = -23168318.262762
  nChanged 5
		SP:Iteration 49Q (17503.540000 sec): 3 clusters
  Score: Raw -23182255.357635 + Penalty 13936.252729 = -23168319.104906
  nChanged 2
		SP:Iteration 50Q (17504.040000 sec): 3 clusters
  Score: Raw -23182255.938776 + Penalty 13936.252729 = -23168319.686047
  nChanged 3
		SP:Iteration 51Q (17504.530000 sec): 3 clusters
  Score: Raw -23182256.533127 + Penalty 13936.252729 = -23168320.280398
  nChanged 1
		SP:Iteration 52Q (17505.030000 sec): 3 clusters
  Score: Raw -23182256.606816 + Penalty 13936.252729 = -23168320.354086
  nChanged 0
		SP:Iteration 53F (17505.690000 sec): 3 clusters
  Score: Raw -23182256.606816 + Penalty 13936.252729 = -23168320.354086
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 5 (10892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17505.810000 sec): 2 clusters
  Score: Raw -2846888.632066 + Penalty 5693.667610 = -2841194.964456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17505.890000 sec): 3 clusters
  Score: Raw -2841746.553735 + Penalty 11387.335221 = -2830359.218514
  nChanged 4011
		SP:Iteration 1F (17505.980000 sec): 3 clusters
  Score: Raw -2844089.373577 + Penalty 11387.335221 = -2832702.038356
  nChanged 818
		SP:Iteration 2F (17506.060000 sec): 3 clusters
  Score: Raw -2844623.868912 + Penalty 11387.335221 = -2833236.533691
  nChanged 590
		SP:Iteration 3F (17506.140000 sec): 3 clusters
  Score: Raw -2844983.892404 + Penalty 11387.335221 = -2833596.557183
  nChanged 426
		SP:Iteration 4Q (17506.220000 sec): 3 clusters
  Score: Raw -2845218.679065 + Penalty 11387.335221 = -2833831.343844
  nChanged 337
		SP:Iteration 5Q (17506.300000 sec): 3 clusters
  Score: Raw -2845405.387676 + Penalty 11387.335221 = -2834018.052455
  nChanged 320
		SP:Iteration 6Q (17506.380000 sec): 3 clusters
  Score: Raw -2845593.345164 + Penalty 11387.335221 = -2834206.009943
  nChanged 328
		SP:Iteration 7Q (17506.460000 sec): 3 clusters
  Score: Raw -2845796.306268 + Penalty 11387.335221 = -2834408.971047
  nChanged 339
		SP:Iteration 8Q (17506.550000 sec): 3 clusters
  Score: Raw -2845998.748617 + Penalty 11387.335221 = -2834611.413397
  nChanged 296
		SP:Iteration 9Q (17506.630000 sec): 3 clusters
  Score: Raw -2846170.978679 + Penalty 11387.335221 = -2834783.643458
  nChanged 276
		SP:Iteration 10Q (17506.710000 sec): 3 clusters
  Score: Raw -2846339.413121 + Penalty 11387.335221 = -2834952.077900
  nChanged 278
		SP:Iteration 11Q (17506.790000 sec): 3 clusters
  Score: Raw -2846513.700999 + Penalty 11387.335221 = -2835126.365778
  nChanged 274
		SP:Iteration 12Q (17506.870000 sec): 3 clusters
  Score: Raw -2846686.963190 + Penalty 11387.335221 = -2835299.627969
  nChanged 258
		SP:Iteration 13Q (17506.950000 sec): 3 clusters
  Score: Raw -2846857.822339 + Penalty 11387.335221 = -2835470.487118
  nChanged 246
		SP:Iteration 14Q (17507.030000 sec): 3 clusters
  Score: Raw -2847016.151718 + Penalty 11387.335221 = -2835628.816497
  nChanged 249
		SP:Iteration 15Q (17507.110000 sec): 3 clusters
  Score: Raw -2847193.525625 + Penalty 11387.335221 = -2835806.190404
  nChanged 254
		SP:Iteration 16Q (17507.190000 sec): 3 clusters
  Score: Raw -2847364.894434 + Penalty 11387.335221 = -2835977.559213
  nChanged 227
		SP:Iteration 17Q (17507.270000 sec): 3 clusters
  Score: Raw -2847514.242128 + Penalty 11387.335221 = -2836126.906907
  nChanged 224
		SP:Iteration 18Q (17507.350000 sec): 3 clusters
  Score: Raw -2847669.883119 + Penalty 11387.335221 = -2836282.547898
  nChanged 245
		SP:Iteration 19Q (17507.430000 sec): 3 clusters
  Score: Raw -2847840.835325 + Penalty 11387.335221 = -2836453.500104
  nChanged 244
		SP:Iteration 20F (17507.510000 sec): 3 clusters
  Score: Raw -2847995.514416 + Penalty 11387.335221 = -2836608.179196
  nChanged 204
		SP:Iteration 21Q (17507.590000 sec): 3 clusters
  Score: Raw -2848122.845823 + Penalty 11387.335221 = -2836735.510602
  nChanged 155
		SP:Iteration 22Q (17507.670000 sec): 3 clusters
  Score: Raw -2848213.538847 + Penalty 11387.335221 = -2836826.203626
  nChanged 156
		SP:Iteration 23Q (17507.750000 sec): 3 clusters
  Score: Raw -2848307.816135 + Penalty 11387.335221 = -2836920.480914
  nChanged 140
		SP:Iteration 24Q (17507.830000 sec): 3 clusters
  Score: Raw -2848392.770746 + Penalty 11387.335221 = -2837005.435525
  nChanged 156
		SP:Iteration 25Q (17507.910000 sec): 3 clusters
  Score: Raw -2848491.814495 + Penalty 11387.335221 = -2837104.479274
  nChanged 151
		SP:Iteration 26Q (17507.980000 sec): 3 clusters
  Score: Raw -2848593.414087 + Penalty 11387.335221 = -2837206.078866
  nChanged 162
		SP:Iteration 27Q (17508.060000 sec): 3 clusters
  Score: Raw -2848713.941169 + Penalty 11387.335221 = -2837326.605948
  nChanged 184
		SP:Iteration 28Q (17508.140000 sec): 3 clusters
  Score: Raw -2848858.350165 + Penalty 11387.335221 = -2837471.014944
  nChanged 175
		SP:Iteration 29Q (17508.220000 sec): 3 clusters
  Score: Raw -2848997.777655 + Penalty 11387.335221 = -2837610.442434
  nChanged 165
		SP:Iteration 30Q (17508.290000 sec): 3 clusters
  Score: Raw -2849128.176108 + Penalty 11387.335221 = -2837740.840887
  nChanged 169
		SP:Iteration 31Q (17508.360000 sec): 3 clusters
  Score: Raw -2849256.907678 + Penalty 11387.335221 = -2837869.572457
  nChanged 164
		SP:Iteration 32Q (17508.440000 sec): 3 clusters
  Score: Raw -2849380.495061 + Penalty 11387.335221 = -2837993.159840
  nChanged 130
		SP:Iteration 33Q (17508.510000 sec): 3 clusters
  Score: Raw -2849464.784987 + Penalty 11387.335221 = -2838077.449766
  nChanged 98
		SP:Iteration 34Q (17508.590000 sec): 3 clusters
  Score: Raw -2849517.225868 + Penalty 11387.335221 = -2838129.890647
  nChanged 77
		SP:Iteration 35Q (17508.660000 sec): 3 clusters
  Score: Raw -2849552.131588 + Penalty 11387.335221 = -2838164.796367
  nChanged 70
		SP:Iteration 36Q (17508.730000 sec): 3 clusters
  Score: Raw -2849583.888940 + Penalty 11387.335221 = -2838196.553720
  nChanged 54
		SP:Iteration 37Q (17508.800000 sec): 3 clusters
  Score: Raw -2849607.668685 + Penalty 11387.335221 = -2838220.333464
  nChanged 38
		SP:Iteration 38Q (17508.870000 sec): 3 clusters
  Score: Raw -2849621.368922 + Penalty 11387.335221 = -2838234.033701
  nChanged 30
		SP:Iteration 39Q (17508.940000 sec): 3 clusters
  Score: Raw -2849632.258588 + Penalty 11387.335221 = -2838244.923367
  nChanged 19
		SP:Iteration 40F (17509.020000 sec): 3 clusters
  Score: Raw -2849638.763031 + Penalty 11387.335221 = -2838251.427810
  nChanged 19
		SP:Iteration 41Q (17509.100000 sec): 3 clusters
  Score: Raw -2849643.967524 + Penalty 11387.335221 = -2838256.632303
  nChanged 10
		SP:Iteration 42Q (17509.170000 sec): 3 clusters
  Score: Raw -2849647.255917 + Penalty 11387.335221 = -2838259.920696
  nChanged 10
		SP:Iteration 43Q (17509.240000 sec): 3 clusters
  Score: Raw -2849651.464234 + Penalty 11387.335221 = -2838264.129013
  nChanged 15
		SP:Iteration 44Q (17509.310000 sec): 3 clusters
  Score: Raw -2849657.934364 + Penalty 11387.335221 = -2838270.599143
  nChanged 11
		SP:Iteration 45Q (17509.380000 sec): 3 clusters
  Score: Raw -2849661.281671 + Penalty 11387.335221 = -2838273.946450
  nChanged 11
		SP:Iteration 46Q (17509.460000 sec): 3 clusters
  Score: Raw -2849664.820953 + Penalty 11387.335221 = -2838277.485732
  nChanged 12
		SP:Iteration 47Q (17509.530000 sec): 3 clusters
  Score: Raw -2849669.263403 + Penalty 11387.335221 = -2838281.928182
  nChanged 10
		SP:Iteration 48Q (17509.600000 sec): 3 clusters
  Score: Raw -2849672.858234 + Penalty 11387.335221 = -2838285.523014
  nChanged 9
		SP:Iteration 49Q (17509.670000 sec): 3 clusters
  Score: Raw -2849675.900372 + Penalty 11387.335221 = -2838288.565151
  nChanged 5
		SP:Iteration 50Q (17509.740000 sec): 3 clusters
  Score: Raw -2849677.164939 + Penalty 11387.335221 = -2838289.829718
  nChanged 4
		SP:Iteration 51Q (17509.820000 sec): 3 clusters
  Score: Raw -2849678.649655 + Penalty 11387.335221 = -2838291.314435
  nChanged 4
		SP:Iteration 52Q (17509.890000 sec): 3 clusters
  Score: Raw -2849679.540274 + Penalty 11387.335221 = -2838292.205053
  nChanged 1
		SP:Iteration 53Q (17509.960000 sec): 3 clusters
  Score: Raw -2849679.740151 + Penalty 11387.335221 = -2838292.404930
  nChanged 1
		SP:Iteration 54Q (17510.030000 sec): 3 clusters
  Score: Raw -2849679.905444 + Penalty 11387.335221 = -2838292.570223
  nChanged 1
		SP:Iteration 55Q (17510.100000 sec): 3 clusters
  Score: Raw -2849680.104107 + Penalty 11387.335221 = -2838292.768886
  nChanged 2
		SP:Iteration 56Q (17510.170000 sec): 3 clusters
  Score: Raw -2849680.981175 + Penalty 11387.335221 = -2838293.645954
  nChanged 1
		SP:Iteration 57Q (17510.240000 sec): 3 clusters
  Score: Raw -2849681.274664 + Penalty 11387.335221 = -2838293.939443
  nChanged 1
		SP:Iteration 58Q (17510.320000 sec): 3 clusters
  Score: Raw -2849681.845330 + Penalty 11387.335221 = -2838294.510109
  nChanged 1
		SP:Iteration 59Q (17510.390000 sec): 3 clusters
  Score: Raw -2849682.029047 + Penalty 11387.335221 = -2838294.693826
  nChanged 2
		SP:Iteration 60F (17510.470000 sec): 3 clusters
  Score: Raw -2849682.479049 + Penalty 11387.335221 = -2838295.143828
  nChanged 3
		SP:Iteration 61Q (17510.540000 sec): 3 clusters
  Score: Raw -2849683.212458 + Penalty 11387.335221 = -2838295.877237
  nChanged 2
		SP:Iteration 62Q (17510.610000 sec): 3 clusters
  Score: Raw -2849683.541383 + Penalty 11387.335221 = -2838296.206162
  nChanged 1
		SP:Iteration 63Q (17510.680000 sec): 3 clusters
  Score: Raw -2849683.826410 + Penalty 11387.335221 = -2838296.491189
  nChanged 1
		SP:Iteration 64Q (17510.760000 sec): 3 clusters
  Score: Raw -2849684.062307 + Penalty 11387.335221 = -2838296.727086
  nChanged 0
		SP:Iteration 65F (17510.840000 sec): 3 clusters
  Score: Raw -2849684.062307 + Penalty 11387.335221 = -2838296.727086
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 6 (35384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17511.080000 sec): 2 clusters
  Score: Raw -9439562.738556 + Penalty 6415.334199 = -9433147.404357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17511.350000 sec): 3 clusters
  Score: Raw -9419557.304518 + Penalty 12830.668399 = -9406726.636119
  nChanged 15227
		SP:Iteration 1F (17511.620000 sec): 3 clusters
  Score: Raw -9427765.767941 + Penalty 12830.668399 = -9414935.099542
  nChanged 2043
		SP:Iteration 2F (17511.900000 sec): 3 clusters
  Score: Raw -9428540.720310 + Penalty 12830.668399 = -9415710.051911
  nChanged 1551
		SP:Iteration 3Q (17512.170000 sec): 3 clusters
  Score: Raw -9429076.422095 + Penalty 12830.668399 = -9416245.753696
  nChanged 1335
		SP:Iteration 4Q (17512.440000 sec): 3 clusters
  Score: Raw -9429508.199286 + Penalty 12830.668399 = -9416677.530887
  nChanged 1153
		SP:Iteration 5Q (17512.720000 sec): 3 clusters
  Score: Raw -9429840.087182 + Penalty 12830.668399 = -9417009.418783
  nChanged 985
		SP:Iteration 6Q (17512.990000 sec): 3 clusters
  Score: Raw -9430132.719030 + Penalty 12830.668399 = -9417302.050631
  nChanged 880
		SP:Iteration 7Q (17513.260000 sec): 3 clusters
  Score: Raw -9430383.983580 + Penalty 12830.668399 = -9417553.315181
  nChanged 800
		SP:Iteration 8Q (17513.540000 sec): 3 clusters
  Score: Raw -9430592.306606 + Penalty 12830.668399 = -9417761.638207
  nChanged 718
		SP:Iteration 9Q (17513.810000 sec): 3 clusters
  Score: Raw -9430772.492310 + Penalty 12830.668399 = -9417941.823911
  nChanged 690
		SP:Iteration 10Q (17514.080000 sec): 3 clusters
  Score: Raw -9430947.125709 + Penalty 12830.668399 = -9418116.457310
  nChanged 698
		SP:Iteration 11Q (17514.360000 sec): 3 clusters
  Score: Raw -9431135.510149 + Penalty 12830.668399 = -9418304.841750
  nChanged 724
		SP:Iteration 12Q (17514.630000 sec): 3 clusters
  Score: Raw -9431334.152949 + Penalty 12830.668399 = -9418503.484550
  nChanged 804
		SP:Iteration 13Q (17514.900000 sec): 3 clusters
  Score: Raw -9431584.611844 + Penalty 12830.668399 = -9418753.943445
  nChanged 883
		SP:Iteration 14Q (17515.180000 sec): 3 clusters
  Score: Raw -9431885.703412 + Penalty 12830.668399 = -9419055.035013
  nChanged 968
		SP:Iteration 15Q (17515.450000 sec): 3 clusters
  Score: Raw -9432257.613614 + Penalty 12830.668399 = -9419426.945215
  nChanged 1119
		SP:Iteration 16Q (17515.730000 sec): 3 clusters
  Score: Raw -9432757.623944 + Penalty 12830.668399 = -9419926.955545
  nChanged 1311
		SP:Iteration 17Q (17516.000000 sec): 3 clusters
  Score: Raw -9433398.796216 + Penalty 12830.668399 = -9420568.127817
  nChanged 1420
		SP:Iteration 18Q (17516.270000 sec): 3 clusters
  Score: Raw -9434198.907707 + Penalty 12830.668399 = -9421368.239309
  nChanged 1504
		SP:Iteration 19Q (17516.540000 sec): 3 clusters
  Score: Raw -9435150.233878 + Penalty 12830.668399 = -9422319.565479
  nChanged 1563
		SP:Iteration 20F (17516.810000 sec): 3 clusters
  Score: Raw -9436195.669664 + Penalty 12830.668399 = -9423365.001265
  nChanged 1388
		SP:Iteration 21Q (17517.090000 sec): 3 clusters
  Score: Raw -9437152.622818 + Penalty 12830.668399 = -9424321.954419
  nChanged 1144
		SP:Iteration 22Q (17517.350000 sec): 3 clusters
  Score: Raw -9437950.004473 + Penalty 12830.668399 = -9425119.336074
  nChanged 889
		SP:Iteration 23Q (17517.620000 sec): 3 clusters
  Score: Raw -9438578.789915 + Penalty 12830.668399 = -9425748.121516
  nChanged 674
		SP:Iteration 24Q (17517.870000 sec): 3 clusters
  Score: Raw -9439079.629615 + Penalty 12830.668399 = -9426248.961216
  nChanged 522
		SP:Iteration 25Q (17518.130000 sec): 3 clusters
  Score: Raw -9439462.457747 + Penalty 12830.668399 = -9426631.789348
  nChanged 410
		SP:Iteration 26Q (17518.370000 sec): 3 clusters
  Score: Raw -9439763.173349 + Penalty 12830.668399 = -9426932.504950
  nChanged 296
		SP:Iteration 27Q (17518.600000 sec): 3 clusters
  Score: Raw -9439981.073185 + Penalty 12830.668399 = -9427150.404786
  nChanged 223
		SP:Iteration 28Q (17518.830000 sec): 3 clusters
  Score: Raw -9440138.941901 + Penalty 12830.668399 = -9427308.273502
  nChanged 132
		SP:Iteration 29Q (17519.050000 sec): 3 clusters
  Score: Raw -9440242.396363 + Penalty 12830.668399 = -9427411.727964
  nChanged 126
		SP:Iteration 30Q (17519.270000 sec): 3 clusters
  Score: Raw -9440329.068892 + Penalty 12830.668399 = -9427498.400493
  nChanged 79
		SP:Iteration 31Q (17519.490000 sec): 3 clusters
  Score: Raw -9440382.025367 + Penalty 12830.668399 = -9427551.356968
  nChanged 59
		SP:Iteration 32Q (17519.710000 sec): 3 clusters
  Score: Raw -9440423.028025 + Penalty 12830.668399 = -9427592.359626
  nChanged 50
		SP:Iteration 33Q (17519.920000 sec): 3 clusters
  Score: Raw -9440463.606539 + Penalty 12830.668399 = -9427632.938140
  nChanged 46
		SP:Iteration 34Q (17520.130000 sec): 3 clusters
  Score: Raw -9440502.965789 + Penalty 12830.668399 = -9427672.297390
  nChanged 44
		SP:Iteration 35Q (17520.340000 sec): 3 clusters
  Score: Raw -9440537.592074 + Penalty 12830.668399 = -9427706.923675
  nChanged 38
		SP:Iteration 36Q (17520.550000 sec): 3 clusters
  Score: Raw -9440565.150634 + Penalty 12830.668399 = -9427734.482235
  nChanged 25
		SP:Iteration 37Q (17520.750000 sec): 3 clusters
  Score: Raw -9440582.679856 + Penalty 12830.668399 = -9427752.011457
  nChanged 19
		SP:Iteration 38Q (17520.960000 sec): 3 clusters
  Score: Raw -9440598.501625 + Penalty 12830.668399 = -9427767.833226
  nChanged 21
		SP:Iteration 39Q (17521.170000 sec): 3 clusters
  Score: Raw -9440612.848869 + Penalty 12830.668399 = -9427782.180470
  nChanged 15
		SP:Iteration 40F (17521.430000 sec): 3 clusters
  Score: Raw -9440622.614233 + Penalty 12830.668399 = -9427791.945834
  nChanged 14
		SP:Iteration 41Q (17521.640000 sec): 3 clusters
  Score: Raw -9440633.884516 + Penalty 12830.668399 = -9427803.216117
  nChanged 14
		SP:Iteration 42Q (17521.840000 sec): 3 clusters
  Score: Raw -9440646.212868 + Penalty 12830.668399 = -9427815.544469
  nChanged 13
		SP:Iteration 43Q (17522.050000 sec): 3 clusters
  Score: Raw -9440655.761928 + Penalty 12830.668399 = -9427825.093529
  nChanged 5
		SP:Iteration 44Q (17522.250000 sec): 3 clusters
  Score: Raw -9440659.832726 + Penalty 12830.668399 = -9427829.164327
  nChanged 5
		SP:Iteration 45Q (17522.450000 sec): 3 clusters
  Score: Raw -9440661.982002 + Penalty 12830.668399 = -9427831.313603
  nChanged 2
		SP:Iteration 46Q (17522.650000 sec): 3 clusters
  Score: Raw -9440663.649229 + Penalty 12830.668399 = -9427832.980830
  nChanged 2
		SP:Iteration 47Q (17522.850000 sec): 3 clusters
  Score: Raw -9440665.968109 + Penalty 12830.668399 = -9427835.299710
  nChanged 4
		SP:Iteration 48Q (17523.050000 sec): 3 clusters
  Score: Raw -9440670.088813 + Penalty 12830.668399 = -9427839.420414
  nChanged 5
		SP:Iteration 49Q (17523.250000 sec): 3 clusters
  Score: Raw -9440674.278334 + Penalty 12830.668399 = -9427843.609935
  nChanged 10
		SP:Iteration 50Q (17523.450000 sec): 3 clusters
  Score: Raw -9440682.316210 + Penalty 12830.668399 = -9427851.647811
  nChanged 7
		SP:Iteration 51Q (17523.650000 sec): 3 clusters
  Score: Raw -9440687.196089 + Penalty 12830.668399 = -9427856.527690
  nChanged 9
		SP:Iteration 52Q (17523.850000 sec): 3 clusters
  Score: Raw -9440693.649594 + Penalty 12830.668399 = -9427862.981195
  nChanged 6
		SP:Iteration 53Q (17524.050000 sec): 3 clusters
  Score: Raw -9440699.091462 + Penalty 12830.668399 = -9427868.423063
  nChanged 7
		SP:Iteration 54Q (17524.250000 sec): 3 clusters
  Score: Raw -9440704.931407 + Penalty 12830.668399 = -9427874.263008
  nChanged 4
		SP:Iteration 55Q (17524.450000 sec): 3 clusters
  Score: Raw -9440708.973934 + Penalty 12830.668399 = -9427878.305535
  nChanged 4
		SP:Iteration 56Q (17524.650000 sec): 3 clusters
  Score: Raw -9440711.869150 + Penalty 12830.668399 = -9427881.200751
  nChanged 1
		SP:Iteration 57Q (17524.850000 sec): 3 clusters
  Score: Raw -9440712.251556 + Penalty 12830.668399 = -9427881.583157
  nChanged 0
		SP:Iteration 58F (17525.120000 sec): 3 clusters
  Score: Raw -9440712.251556 + Penalty 12830.668399 = -9427881.583157
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 7 (16794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17525.240000 sec): 2 clusters
  Score: Raw -4310752.197615 + Penalty 5958.875887 = -4304793.321727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17525.370000 sec): 3 clusters
  Score: Raw -4302283.492121 + Penalty 11917.751774 = -4290365.740346
  nChanged 6721
		SP:Iteration 1F (17525.490000 sec): 3 clusters
  Score: Raw -4306291.945200 + Penalty 11917.751774 = -4294374.193425
  nChanged 1320
		SP:Iteration 2F (17525.620000 sec): 3 clusters
  Score: Raw -4307401.436825 + Penalty 11917.751774 = -4295483.685051
  nChanged 1216
		SP:Iteration 3F (17525.750000 sec): 3 clusters
  Score: Raw -4308570.765842 + Penalty 11917.751774 = -4296653.014068
  nChanged 1203
		SP:Iteration 4F (17525.880000 sec): 3 clusters
  Score: Raw -4309893.766145 + Penalty 11917.751774 = -4297976.014371
  nChanged 1200
		SP:Iteration 5F (17526.010000 sec): 3 clusters
  Score: Raw -4311196.398079 + Penalty 11917.751774 = -4299278.646305
  nChanged 1029
		SP:Iteration 6F (17526.130000 sec): 3 clusters
  Score: Raw -4312237.017739 + Penalty 11917.751774 = -4300319.265964
  nChanged 900
		SP:Iteration 7F (17526.260000 sec): 3 clusters
  Score: Raw -4313025.582610 + Penalty 11917.751774 = -4301107.830836
  nChanged 679
		SP:Iteration 8Q (17526.380000 sec): 3 clusters
  Score: Raw -4313522.449720 + Penalty 11917.751774 = -4301604.697945
  nChanged 500
		SP:Iteration 9Q (17526.500000 sec): 3 clusters
  Score: Raw -4313829.181010 + Penalty 11917.751774 = -4301911.429236
  nChanged 369
		SP:Iteration 10Q (17526.620000 sec): 3 clusters
  Score: Raw -4314019.852837 + Penalty 11917.751774 = -4302102.101063
  nChanged 262
		SP:Iteration 11Q (17526.740000 sec): 3 clusters
  Score: Raw -4314144.062961 + Penalty 11917.751774 = -4302226.311186
  nChanged 190
		SP:Iteration 12Q (17526.850000 sec): 3 clusters
  Score: Raw -4314223.573833 + Penalty 11917.751774 = -4302305.822059
  nChanged 142
		SP:Iteration 13Q (17526.970000 sec): 3 clusters
  Score: Raw -4314280.994284 + Penalty 11917.751774 = -4302363.242509
  nChanged 114
		SP:Iteration 14Q (17527.090000 sec): 3 clusters
  Score: Raw -4314326.223635 + Penalty 11917.751774 = -4302408.471861
  nChanged 78
		SP:Iteration 15Q (17527.200000 sec): 3 clusters
  Score: Raw -4314352.873474 + Penalty 11917.751774 = -4302435.121700
  nChanged 57
		SP:Iteration 16Q (17527.320000 sec): 3 clusters
  Score: Raw -4314369.800034 + Penalty 11917.751774 = -4302452.048259
  nChanged 47
		SP:Iteration 17Q (17527.430000 sec): 3 clusters
  Score: Raw -4314381.495997 + Penalty 11917.751774 = -4302463.744223
  nChanged 37
		SP:Iteration 18Q (17527.550000 sec): 3 clusters
  Score: Raw -4314392.705487 + Penalty 11917.751774 = -4302474.953712
  nChanged 34
		SP:Iteration 19Q (17527.660000 sec): 3 clusters
  Score: Raw -4314402.947734 + Penalty 11917.751774 = -4302485.195959
  nChanged 30
		SP:Iteration 20F (17527.790000 sec): 3 clusters
  Score: Raw -4314410.191798 + Penalty 11917.751774 = -4302492.440024
  nChanged 27
		SP:Iteration 21Q (17527.900000 sec): 3 clusters
  Score: Raw -4314416.822061 + Penalty 11917.751774 = -4302499.070286
  nChanged 30
		SP:Iteration 22Q (17528.020000 sec): 3 clusters
  Score: Raw -4314425.901420 + Penalty 11917.751774 = -4302508.149646
  nChanged 38
		SP:Iteration 23Q (17528.130000 sec): 3 clusters
  Score: Raw -4314436.985631 + Penalty 11917.751774 = -4302519.233856
  nChanged 30
		SP:Iteration 24Q (17528.250000 sec): 3 clusters
  Score: Raw -4314446.649748 + Penalty 11917.751774 = -4302528.897974
  nChanged 34
		SP:Iteration 25Q (17528.360000 sec): 3 clusters
  Score: Raw -4314456.689104 + Penalty 11917.751774 = -4302538.937330
  nChanged 41
		SP:Iteration 26Q (17528.480000 sec): 3 clusters
  Score: Raw -4314467.694577 + Penalty 11917.751774 = -4302549.942802
  nChanged 27
		SP:Iteration 27Q (17528.590000 sec): 3 clusters
  Score: Raw -4314474.797484 + Penalty 11917.751774 = -4302557.045709
  nChanged 29
		SP:Iteration 28Q (17528.710000 sec): 3 clusters
  Score: Raw -4314483.812661 + Penalty 11917.751774 = -4302566.060886
  nChanged 30
		SP:Iteration 29Q (17528.820000 sec): 3 clusters
  Score: Raw -4314491.135125 + Penalty 11917.751774 = -4302573.383350
  nChanged 17
		SP:Iteration 30Q (17528.930000 sec): 3 clusters
  Score: Raw -4314495.136048 + Penalty 11917.751774 = -4302577.384273
  nChanged 16
		SP:Iteration 31Q (17529.050000 sec): 3 clusters
  Score: Raw -4314500.491605 + Penalty 11917.751774 = -4302582.739831
  nChanged 30
		SP:Iteration 32Q (17529.160000 sec): 3 clusters
  Score: Raw -4314509.446728 + Penalty 11917.751774 = -4302591.694954
  nChanged 23
		SP:Iteration 33Q (17529.280000 sec): 3 clusters
  Score: Raw -4314515.994716 + Penalty 11917.751774 = -4302598.242942
  nChanged 24
		SP:Iteration 34Q (17529.390000 sec): 3 clusters
  Score: Raw -4314522.020532 + Penalty 11917.751774 = -4302604.268758
  nChanged 27
		SP:Iteration 35Q (17529.510000 sec): 3 clusters
  Score: Raw -4314530.519462 + Penalty 11917.751774 = -4302612.767688
  nChanged 20
		SP:Iteration 36Q (17529.620000 sec): 3 clusters
  Score: Raw -4314536.254479 + Penalty 11917.751774 = -4302618.502704
  nChanged 18
		SP:Iteration 37Q (17529.730000 sec): 3 clusters
  Score: Raw -4314541.312743 + Penalty 11917.751774 = -4302623.560969
  nChanged 14
		SP:Iteration 38Q (17529.850000 sec): 3 clusters
  Score: Raw -4314544.849140 + Penalty 11917.751774 = -4302627.097365
  nChanged 4
		SP:Iteration 39Q (17529.960000 sec): 3 clusters
  Score: Raw -4314546.025172 + Penalty 11917.751774 = -4302628.273397
  nChanged 8
		SP:Iteration 40F (17530.090000 sec): 3 clusters
  Score: Raw -4314547.995815 + Penalty 11917.751774 = -4302630.244041
  nChanged 5
		SP:Iteration 41Q (17530.200000 sec): 3 clusters
  Score: Raw -4314549.154543 + Penalty 11917.751774 = -4302631.402768
  nChanged 3
		SP:Iteration 42Q (17530.310000 sec): 3 clusters
  Score: Raw -4314549.847486 + Penalty 11917.751774 = -4302632.095711
  nChanged 4
		SP:Iteration 43Q (17530.430000 sec): 3 clusters
  Score: Raw -4314550.674246 + Penalty 11917.751774 = -4302632.922471
  nChanged 2
		SP:Iteration 44Q (17530.540000 sec): 3 clusters
  Score: Raw -4314551.020680 + Penalty 11917.751774 = -4302633.268905
  nChanged 6
		SP:Iteration 45Q (17530.650000 sec): 3 clusters
  Score: Raw -4314552.738341 + Penalty 11917.751774 = -4302634.986566
  nChanged 8
		SP:Iteration 46Q (17530.770000 sec): 3 clusters
  Score: Raw -4314555.411067 + Penalty 11917.751774 = -4302637.659293
  nChanged 8
		SP:Iteration 47Q (17530.880000 sec): 3 clusters
  Score: Raw -4314557.363249 + Penalty 11917.751774 = -4302639.611475
  nChanged 8
		SP:Iteration 48Q (17530.990000 sec): 3 clusters
  Score: Raw -4314559.246563 + Penalty 11917.751774 = -4302641.494789
  nChanged 7
		SP:Iteration 49Q (17531.110000 sec): 3 clusters
  Score: Raw -4314561.453945 + Penalty 11917.751774 = -4302643.702170
  nChanged 15
		SP:Iteration 50Q (17531.220000 sec): 3 clusters
  Score: Raw -4314564.920783 + Penalty 11917.751774 = -4302647.169008
  nChanged 12
		SP:Iteration 51Q (17531.330000 sec): 3 clusters
  Score: Raw -4314568.288800 + Penalty 11917.751774 = -4302650.537026
  nChanged 9
		SP:Iteration 52Q (17531.450000 sec): 3 clusters
  Score: Raw -4314570.928260 + Penalty 11917.751774 = -4302653.176486
  nChanged 11
		SP:Iteration 53Q (17531.560000 sec): 3 clusters
  Score: Raw -4314573.777048 + Penalty 11917.751774 = -4302656.025274
  nChanged 12
		SP:Iteration 54Q (17531.670000 sec): 3 clusters
  Score: Raw -4314577.232451 + Penalty 11917.751774 = -4302659.480676
  nChanged 10
		SP:Iteration 55Q (17531.790000 sec): 3 clusters
  Score: Raw -4314580.338332 + Penalty 11917.751774 = -4302662.586558
  nChanged 14
		SP:Iteration 56Q (17531.900000 sec): 3 clusters
  Score: Raw -4314583.839955 + Penalty 11917.751774 = -4302666.088180
  nChanged 17
		SP:Iteration 57Q (17532.020000 sec): 3 clusters
  Score: Raw -4314588.190404 + Penalty 11917.751774 = -4302670.438630
  nChanged 18
		SP:Iteration 58Q (17532.130000 sec): 3 clusters
  Score: Raw -4314592.314090 + Penalty 11917.751774 = -4302674.562316
  nChanged 14
		SP:Iteration 59Q (17532.240000 sec): 3 clusters
  Score: Raw -4314596.450520 + Penalty 11917.751774 = -4302678.698746
  nChanged 8
		SP:Iteration 60F (17532.370000 sec): 3 clusters
  Score: Raw -4314598.929734 + Penalty 11917.751774 = -4302681.177959
  nChanged 10
		SP:Iteration 61Q (17532.480000 sec): 3 clusters
  Score: Raw -4314601.921088 + Penalty 11917.751774 = -4302684.169313
  nChanged 9
		SP:Iteration 62Q (17532.600000 sec): 3 clusters
  Score: Raw -4314604.428279 + Penalty 11917.751774 = -4302686.676505
  nChanged 11
		SP:Iteration 63Q (17532.710000 sec): 3 clusters
  Score: Raw -4314607.635341 + Penalty 11917.751774 = -4302689.883566
  nChanged 10
		SP:Iteration 64Q (17532.820000 sec): 3 clusters
  Score: Raw -4314610.154997 + Penalty 11917.751774 = -4302692.403223
  nChanged 8
		SP:Iteration 65Q (17532.940000 sec): 3 clusters
  Score: Raw -4314612.911829 + Penalty 11917.751774 = -4302695.160055
  nChanged 11
		SP:Iteration 66Q (17533.050000 sec): 3 clusters
  Score: Raw -4314616.459121 + Penalty 11917.751774 = -4302698.707346
  nChanged 12
		SP:Iteration 67Q (17533.160000 sec): 3 clusters
  Score: Raw -4314619.739798 + Penalty 11917.751774 = -4302701.988024
  nChanged 5
		SP:Iteration 68Q (17533.280000 sec): 3 clusters
  Score: Raw -4314621.225506 + Penalty 11917.751774 = -4302703.473732
  nChanged 7
		SP:Iteration 69Q (17533.390000 sec): 3 clusters
  Score: Raw -4314622.999581 + Penalty 11917.751774 = -4302705.247807
  nChanged 6
		SP:Iteration 70Q (17533.500000 sec): 3 clusters
  Score: Raw -4314624.249825 + Penalty 11917.751774 = -4302706.498051
  nChanged 6
		SP:Iteration 71Q (17533.620000 sec): 3 clusters
  Score: Raw -4314625.903278 + Penalty 11917.751774 = -4302708.151503
  nChanged 5
		SP:Iteration 72Q (17533.730000 sec): 3 clusters
  Score: Raw -4314627.352373 + Penalty 11917.751774 = -4302709.600599
  nChanged 6
		SP:Iteration 73Q (17533.840000 sec): 3 clusters
  Score: Raw -4314628.927105 + Penalty 11917.751774 = -4302711.175331
  nChanged 4
		SP:Iteration 74Q (17533.950000 sec): 3 clusters
  Score: Raw -4314629.631811 + Penalty 11917.751774 = -4302711.880037
  nChanged 3
		SP:Iteration 75Q (17534.060000 sec): 3 clusters
  Score: Raw -4314630.083010 + Penalty 11917.751774 = -4302712.331236
  nChanged 4
		SP:Iteration 76Q (17534.180000 sec): 3 clusters
  Score: Raw -4314631.045969 + Penalty 11917.751774 = -4302713.294195
  nChanged 5
		SP:Iteration 77Q (17534.290000 sec): 3 clusters
  Score: Raw -4314632.590811 + Penalty 11917.751774 = -4302714.839037
  nChanged 5
		SP:Iteration 78Q (17534.400000 sec): 3 clusters
  Score: Raw -4314633.905277 + Penalty 11917.751774 = -4302716.153503
  nChanged 3
		SP:Iteration 79Q (17534.520000 sec): 3 clusters
  Score: Raw -4314634.536125 + Penalty 11917.751774 = -4302716.784351
  nChanged 0
		SP:Iteration 80F (17534.640000 sec): 3 clusters
  Score: Raw -4314634.536125 + Penalty 11917.751774 = -4302716.784351
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 8 (1612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17534.670000 sec): 2 clusters
  Score: Raw -414463.825813 + Penalty 4523.453940 = -409940.371873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17534.680000 sec): 3 clusters
  Score: Raw -414484.827558 + Penalty 9046.907881 = -405437.919678
  nChanged 381
		SP:Iteration 1F (17534.690000 sec): 3 clusters
  Score: Raw -415181.277261 + Penalty 9046.907881 = -406134.369380
  nChanged 124
		SP:Iteration 2F (17534.700000 sec): 3 clusters
  Score: Raw -415582.748837 + Penalty 9046.907881 = -406535.840956
  nChanged 93
		SP:Iteration 3F (17534.720000 sec): 3 clusters
  Score: Raw -415922.281159 + Penalty 9046.907881 = -406875.373279
  nChanged 60
		SP:Iteration 4Q (17534.730000 sec): 3 clusters
  Score: Raw -416183.740603 + Penalty 9046.907881 = -407136.832722
  nChanged 53
		SP:Iteration 5Q (17534.740000 sec): 3 clusters
  Score: Raw -416395.287835 + Penalty 9046.907881 = -407348.379954
  nChanged 51
		SP:Iteration 6Q (17534.750000 sec): 3 clusters
  Score: Raw -416603.049900 + Penalty 9046.907881 = -407556.142019
  nChanged 41
		SP:Iteration 7Q (17534.760000 sec): 3 clusters
  Score: Raw -416775.363842 + Penalty 9046.907881 = -407728.455962
  nChanged 51
		SP:Iteration 8Q (17534.770000 sec): 3 clusters
  Score: Raw -417025.227360 + Penalty 9046.907881 = -407978.319479
  nChanged 35
		SP:Iteration 9Q (17534.780000 sec): 3 clusters
  Score: Raw -417181.162600 + Penalty 9046.907881 = -408134.254719
  nChanged 36
		SP:Iteration 10Q (17534.790000 sec): 3 clusters
  Score: Raw -417361.585373 + Penalty 9046.907881 = -408314.677492
  nChanged 27
		SP:Iteration 11Q (17534.800000 sec): 3 clusters
  Score: Raw -417533.736368 + Penalty 9046.907881 = -408486.828487
  nChanged 29
		SP:Iteration 12Q (17534.810000 sec): 3 clusters
  Score: Raw -417722.198849 + Penalty 9046.907881 = -408675.290968
  nChanged 25
		SP:Iteration 13Q (17534.820000 sec): 3 clusters
  Score: Raw -417824.918992 + Penalty 9046.907881 = -408778.011112
  nChanged 21
		SP:Iteration 14Q (17534.830000 sec): 3 clusters
  Score: Raw -417898.973236 + Penalty 9046.907881 = -408852.065355
  nChanged 18
		SP:Iteration 15Q (17534.840000 sec): 3 clusters
  Score: Raw -417950.906191 + Penalty 9046.907881 = -408903.998310
  nChanged 13
		SP:Iteration 16Q (17534.850000 sec): 3 clusters
  Score: Raw -418000.121789 + Penalty 9046.907881 = -408953.213909
  nChanged 14
		SP:Iteration 17Q (17534.860000 sec): 3 clusters
  Score: Raw -418057.112765 + Penalty 9046.907881 = -409010.204884
  nChanged 14
		SP:Iteration 18Q (17534.860000 sec): 3 clusters
  Score: Raw -418104.102915 + Penalty 9046.907881 = -409057.195034
  nChanged 6
		SP:Iteration 19Q (17534.870000 sec): 3 clusters
  Score: Raw -418129.753381 + Penalty 9046.907881 = -409082.845500
  nChanged 3
		SP:Iteration 20F (17534.880000 sec): 3 clusters
  Score: Raw -418145.712240 + Penalty 9046.907881 = -409098.804360
  nChanged 4
		SP:Iteration 21Q (17534.900000 sec): 3 clusters
  Score: Raw -418167.657328 + Penalty 9046.907881 = -409120.749447
  nChanged 5
		SP:Iteration 22Q (17534.900000 sec): 3 clusters
  Score: Raw -418186.169934 + Penalty 9046.907881 = -409139.262053
  nChanged 6
		SP:Iteration 23Q (17534.910000 sec): 3 clusters
  Score: Raw -418202.328091 + Penalty 9046.907881 = -409155.420210
  nChanged 4
		SP:Iteration 24Q (17534.920000 sec): 3 clusters
  Score: Raw -418210.830134 + Penalty 9046.907881 = -409163.922253
  nChanged 2
		SP:Iteration 25Q (17534.930000 sec): 3 clusters
  Score: Raw -418217.570001 + Penalty 9046.907881 = -409170.662121
  nChanged 1
		SP:Iteration 26Q (17534.940000 sec): 3 clusters
  Score: Raw -418220.579168 + Penalty 9046.907881 = -409173.671288
  nChanged 0
		SP:Iteration 27F (17534.950000 sec): 3 clusters
  Score: Raw -418220.579168 + Penalty 9046.907881 = -409173.671288
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 9 (3684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17534.980000 sec): 2 clusters
  Score: Raw -904043.056507 + Penalty 5029.699568 = -899013.356939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17535.010000 sec): 3 clusters
  Score: Raw -902865.787258 + Penalty 10059.399137 = -892806.388121
  nChanged 1119
		SP:Iteration 1F (17535.040000 sec): 3 clusters
  Score: Raw -903887.879943 + Penalty 10059.399137 = -893828.480807
  nChanged 294
		SP:Iteration 2F (17535.060000 sec): 3 clusters
  Score: Raw -904265.409396 + Penalty 10059.399137 = -894206.010259
  nChanged 200
		SP:Iteration 3F (17535.090000 sec): 3 clusters
  Score: Raw -904554.203625 + Penalty 10059.399137 = -894494.804488
  nChanged 169
		SP:Iteration 4Q (17535.120000 sec): 3 clusters
  Score: Raw -904829.924448 + Penalty 10059.399137 = -894770.525311
  nChanged 155
		SP:Iteration 5Q (17535.140000 sec): 3 clusters
  Score: Raw -905024.601498 + Penalty 10059.399137 = -894965.202361
  nChanged 113
		SP:Iteration 6Q (17535.170000 sec): 3 clusters
  Score: Raw -905168.707753 + Penalty 10059.399137 = -895109.308616
  nChanged 98
		SP:Iteration 7Q (17535.200000 sec): 3 clusters
  Score: Raw -905293.845852 + Penalty 10059.399137 = -895234.446715
  nChanged 80
		SP:Iteration 8Q (17535.220000 sec): 3 clusters
  Score: Raw -905405.064879 + Penalty 10059.399137 = -895345.665742
  nChanged 61
		SP:Iteration 9Q (17535.250000 sec): 3 clusters
  Score: Raw -905477.123817 + Penalty 10059.399137 = -895417.724680
  nChanged 50
		SP:Iteration 10Q (17535.280000 sec): 3 clusters
  Score: Raw -905536.634385 + Penalty 10059.399137 = -895477.235248
  nChanged 49
		SP:Iteration 11Q (17535.300000 sec): 3 clusters
  Score: Raw -905594.401799 + Penalty 10059.399137 = -895535.002662
  nChanged 50
		SP:Iteration 12Q (17535.330000 sec): 3 clusters
  Score: Raw -905660.473200 + Penalty 10059.399137 = -895601.074063
  nChanged 34
		SP:Iteration 13Q (17535.350000 sec): 3 clusters
  Score: Raw -905694.212951 + Penalty 10059.399137 = -895634.813814
  nChanged 24
		SP:Iteration 14Q (17535.380000 sec): 3 clusters
  Score: Raw -905718.970559 + Penalty 10059.399137 = -895659.571422
  nChanged 23
		SP:Iteration 15Q (17535.400000 sec): 3 clusters
  Score: Raw -905743.454426 + Penalty 10059.399137 = -895684.055289
  nChanged 24
		SP:Iteration 16Q (17535.430000 sec): 3 clusters
  Score: Raw -905770.088992 + Penalty 10059.399137 = -895710.689855
  nChanged 18
		SP:Iteration 17Q (17535.460000 sec): 3 clusters
  Score: Raw -905804.785218 + Penalty 10059.399137 = -895745.386081
  nChanged 32
		SP:Iteration 18Q (17535.480000 sec): 3 clusters
  Score: Raw -905841.070484 + Penalty 10059.399137 = -895781.671347
  nChanged 26
		SP:Iteration 19Q (17535.510000 sec): 3 clusters
  Score: Raw -905868.282314 + Penalty 10059.399137 = -895808.883177
  nChanged 21
		SP:Iteration 20F (17535.530000 sec): 3 clusters
  Score: Raw -905892.630800 + Penalty 10059.399137 = -895833.231663
  nChanged 17
		SP:Iteration 21Q (17535.560000 sec): 3 clusters
  Score: Raw -905907.113670 + Penalty 10059.399137 = -895847.714533
  nChanged 14
		SP:Iteration 22Q (17535.580000 sec): 3 clusters
  Score: Raw -905922.579034 + Penalty 10059.399137 = -895863.179897
  nChanged 13
		SP:Iteration 23Q (17535.610000 sec): 3 clusters
  Score: Raw -905934.279519 + Penalty 10059.399137 = -895874.880382
  nChanged 11
		SP:Iteration 24Q (17535.640000 sec): 3 clusters
  Score: Raw -905946.942618 + Penalty 10059.399137 = -895887.543482
  nChanged 14
		SP:Iteration 25Q (17535.660000 sec): 3 clusters
  Score: Raw -905961.657425 + Penalty 10059.399137 = -895902.258288
  nChanged 15
		SP:Iteration 26Q (17535.680000 sec): 3 clusters
  Score: Raw -905974.804700 + Penalty 10059.399137 = -895915.405563
  nChanged 13
		SP:Iteration 27Q (17535.710000 sec): 3 clusters
  Score: Raw -905987.542837 + Penalty 10059.399137 = -895928.143700
  nChanged 9
		SP:Iteration 28Q (17535.740000 sec): 3 clusters
  Score: Raw -905996.479869 + Penalty 10059.399137 = -895937.080732
  nChanged 8
		SP:Iteration 29Q (17535.760000 sec): 3 clusters
  Score: Raw -906002.628971 + Penalty 10059.399137 = -895943.229834
  nChanged 9
		SP:Iteration 30Q (17535.790000 sec): 3 clusters
  Score: Raw -906009.010585 + Penalty 10059.399137 = -895949.611448
  nChanged 1
		SP:Iteration 31Q (17535.810000 sec): 3 clusters
  Score: Raw -906010.241660 + Penalty 10059.399137 = -895950.842523
  nChanged 0
		SP:Iteration 32F (17535.840000 sec): 3 clusters
  Score: Raw -906010.241660 + Penalty 10059.399137 = -895950.842523
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 10 (70814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17536.320000 sec): 2 clusters
  Score: Raw -18958953.742135 + Penalty 6840.284850 = -18952113.457285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17536.860000 sec): 3 clusters
  Score: Raw -18916813.950018 + Penalty 13680.569700 = -18903133.380318
  nChanged 31663
		SP:Iteration 1F (17537.400000 sec): 3 clusters
  Score: Raw -18933857.190283 + Penalty 13680.569700 = -18920176.620582
  nChanged 3214
		SP:Iteration 2Q (17537.950000 sec): 3 clusters
  Score: Raw -18934900.635639 + Penalty 13680.569700 = -18921220.065938
  nChanged 2988
		SP:Iteration 3Q (17538.500000 sec): 3 clusters
  Score: Raw -18935889.579024 + Penalty 13680.569700 = -18922209.009324
  nChanged 2842
		SP:Iteration 4Q (17539.040000 sec): 3 clusters
  Score: Raw -18936941.912344 + Penalty 13680.569700 = -18923261.342644
  nChanged 2819
		SP:Iteration 5Q (17539.590000 sec): 3 clusters
  Score: Raw -18938152.449730 + Penalty 13680.569700 = -18924471.880029
  nChanged 3107
		SP:Iteration 6Q (17540.130000 sec): 3 clusters
  Score: Raw -18939636.473796 + Penalty 13680.569700 = -18925955.904095
  nChanged 3387
		SP:Iteration 7Q (17540.680000 sec): 3 clusters
  Score: Raw -18941438.808178 + Penalty 13680.569700 = -18927758.238478
  nChanged 3591
		SP:Iteration 8F (17541.220000 sec): 3 clusters
  Score: Raw -18943392.354775 + Penalty 13680.569700 = -18929711.785075
  nChanged 3649
		SP:Iteration 9F (17541.760000 sec): 3 clusters
  Score: Raw -18945363.959667 + Penalty 13680.569700 = -18931683.389967
  nChanged 3499
		SP:Iteration 10Q (17542.300000 sec): 3 clusters
  Score: Raw -18947042.794798 + Penalty 13680.569700 = -18933362.225098
  nChanged 3018
		SP:Iteration 11Q (17542.840000 sec): 3 clusters
  Score: Raw -18948307.030995 + Penalty 13680.569700 = -18934626.461295
  nChanged 2518
		SP:Iteration 12Q (17543.380000 sec): 3 clusters
  Score: Raw -18949221.715284 + Penalty 13680.569700 = -18935541.145583
  nChanged 2178
		SP:Iteration 13Q (17543.910000 sec): 3 clusters
  Score: Raw -18949932.472882 + Penalty 13680.569700 = -18936251.903181
  nChanged 1832
		SP:Iteration 14Q (17544.440000 sec): 3 clusters
  Score: Raw -18950490.557810 + Penalty 13680.569700 = -18936809.988110
  nChanged 1552
		SP:Iteration 15Q (17544.980000 sec): 3 clusters
  Score: Raw -18950936.442791 + Penalty 13680.569700 = -18937255.873090
  nChanged 1393
		SP:Iteration 16Q (17545.500000 sec): 3 clusters
  Score: Raw -18951324.072888 + Penalty 13680.569700 = -18937643.503188
  nChanged 1323
		SP:Iteration 17Q (17546.040000 sec): 3 clusters
  Score: Raw -18951712.335498 + Penalty 13680.569700 = -18938031.765798
  nChanged 1318
		SP:Iteration 18Q (17546.560000 sec): 3 clusters
  Score: Raw -18952112.827819 + Penalty 13680.569700 = -18938432.258119
  nChanged 1317
		SP:Iteration 19Q (17547.080000 sec): 3 clusters
  Score: Raw -18952526.006706 + Penalty 13680.569700 = -18938845.437005
  nChanged 1292
		SP:Iteration 20F (17547.630000 sec): 3 clusters
  Score: Raw -18952953.206241 + Penalty 13680.569700 = -18939272.636541
  nChanged 1339
		SP:Iteration 21Q (17548.140000 sec): 3 clusters
  Score: Raw -18953423.368579 + Penalty 13680.569700 = -18939742.798878
  nChanged 1382
		SP:Iteration 22Q (17548.660000 sec): 3 clusters
  Score: Raw -18954010.606241 + Penalty 13680.569700 = -18940330.036541
  nChanged 1433
		SP:Iteration 23Q (17549.170000 sec): 3 clusters
  Score: Raw -18954762.783577 + Penalty 13680.569700 = -18941082.213876
  nChanged 1545
		SP:Iteration 24Q (17549.670000 sec): 3 clusters
  Score: Raw -18955685.720631 + Penalty 13680.569700 = -18942005.150931
  nChanged 1475
		SP:Iteration 25Q (17550.170000 sec): 3 clusters
  Score: Raw -18956618.267742 + Penalty 13680.569700 = -18942937.698042
  nChanged 1368
		SP:Iteration 26Q (17550.650000 sec): 3 clusters
  Score: Raw -18957379.342812 + Penalty 13680.569700 = -18943698.773112
  nChanged 1182
		SP:Iteration 27Q (17551.130000 sec): 3 clusters
  Score: Raw -18957897.389462 + Penalty 13680.569700 = -18944216.819762
  nChanged 938
		SP:Iteration 28Q (17551.600000 sec): 3 clusters
  Score: Raw -18958229.050376 + Penalty 13680.569700 = -18944548.480676
  nChanged 761
		SP:Iteration 29Q (17552.060000 sec): 3 clusters
  Score: Raw -18958441.749722 + Penalty 13680.569700 = -18944761.180021
  nChanged 605
		SP:Iteration 30Q (17552.520000 sec): 3 clusters
  Score: Raw -18958574.507336 + Penalty 13680.569700 = -18944893.937636
  nChanged 464
		SP:Iteration 31Q (17552.980000 sec): 3 clusters
  Score: Raw -18958657.270321 + Penalty 13680.569700 = -18944976.700621
  nChanged 354
		SP:Iteration 32Q (17553.430000 sec): 3 clusters
  Score: Raw -18958714.703005 + Penalty 13680.569700 = -18945034.133304
  nChanged 293
		SP:Iteration 33Q (17553.890000 sec): 3 clusters
  Score: Raw -18958758.389576 + Penalty 13680.569700 = -18945077.819875
  nChanged 246
		SP:Iteration 34Q (17554.340000 sec): 3 clusters
  Score: Raw -18958792.161494 + Penalty 13680.569700 = -18945111.591794
  nChanged 214
		SP:Iteration 35Q (17554.790000 sec): 3 clusters
  Score: Raw -18958820.136113 + Penalty 13680.569700 = -18945139.566413
  nChanged 185
		SP:Iteration 36Q (17555.240000 sec): 3 clusters
  Score: Raw -18958843.434132 + Penalty 13680.569700 = -18945162.864432
  nChanged 165
		SP:Iteration 37Q (17555.690000 sec): 3 clusters
  Score: Raw -18958864.715993 + Penalty 13680.569700 = -18945184.146293
  nChanged 162
		SP:Iteration 38Q (17556.140000 sec): 3 clusters
  Score: Raw -18958885.837117 + Penalty 13680.569700 = -18945205.267417
  nChanged 169
		SP:Iteration 39Q (17556.590000 sec): 3 clusters
  Score: Raw -18958908.069124 + Penalty 13680.569700 = -18945227.499424
  nChanged 146
		SP:Iteration 40F (17557.130000 sec): 3 clusters
  Score: Raw -18958926.163218 + Penalty 13680.569700 = -18945245.593517
  nChanged 140
		SP:Iteration 41Q (17557.580000 sec): 3 clusters
  Score: Raw -18958944.670599 + Penalty 13680.569700 = -18945264.100899
  nChanged 137
		SP:Iteration 42Q (17558.030000 sec): 3 clusters
  Score: Raw -18958960.075636 + Penalty 13680.569700 = -18945279.505935
  nChanged 108
		SP:Iteration 43Q (17558.470000 sec): 3 clusters
  Score: Raw -18958971.654892 + Penalty 13680.569700 = -18945291.085192
  nChanged 99
		SP:Iteration 44Q (17558.920000 sec): 3 clusters
  Score: Raw -18958982.208525 + Penalty 13680.569700 = -18945301.638825
  nChanged 82
		SP:Iteration 45Q (17559.370000 sec): 3 clusters
  Score: Raw -18958990.447483 + Penalty 13680.569700 = -18945309.877782
  nChanged 65
		SP:Iteration 46Q (17559.810000 sec): 3 clusters
  Score: Raw -18958997.595604 + Penalty 13680.569700 = -18945317.025904
  nChanged 75
		SP:Iteration 47Q (17560.250000 sec): 3 clusters
  Score: Raw -18959005.682281 + Penalty 13680.569700 = -18945325.112581
  nChanged 73
		SP:Iteration 48Q (17560.700000 sec): 3 clusters
  Score: Raw -18959014.085995 + Penalty 13680.569700 = -18945333.516295
  nChanged 75
		SP:Iteration 49Q (17561.140000 sec): 3 clusters
  Score: Raw -18959022.776923 + Penalty 13680.569700 = -18945342.207223
  nChanged 72
		SP:Iteration 50Q (17561.590000 sec): 3 clusters
  Score: Raw -18959031.029281 + Penalty 13680.569700 = -18945350.459580
  nChanged 74
		SP:Iteration 51Q (17562.030000 sec): 3 clusters
  Score: Raw -18959038.661463 + Penalty 13680.569700 = -18945358.091763
  nChanged 65
		SP:Iteration 52Q (17562.470000 sec): 3 clusters
  Score: Raw -18959044.988963 + Penalty 13680.569700 = -18945364.419263
  nChanged 63
		SP:Iteration 53Q (17562.910000 sec): 3 clusters
  Score: Raw -18959051.479225 + Penalty 13680.569700 = -18945370.909525
  nChanged 60
		SP:Iteration 54Q (17563.360000 sec): 3 clusters
  Score: Raw -18959058.428136 + Penalty 13680.569700 = -18945377.858435
  nChanged 49
		SP:Iteration 55Q (17563.800000 sec): 3 clusters
  Score: Raw -18959063.531835 + Penalty 13680.569700 = -18945382.962135
  nChanged 46
		SP:Iteration 56Q (17564.240000 sec): 3 clusters
  Score: Raw -18959068.827294 + Penalty 13680.569700 = -18945388.257593
  nChanged 51
		SP:Iteration 57Q (17564.690000 sec): 3 clusters
  Score: Raw -18959074.422885 + Penalty 13680.569700 = -18945393.853184
  nChanged 52
		SP:Iteration 58Q (17565.130000 sec): 3 clusters
  Score: Raw -18959080.630261 + Penalty 13680.569700 = -18945400.060561
  nChanged 58
		SP:Iteration 59Q (17565.570000 sec): 3 clusters
  Score: Raw -18959087.152631 + Penalty 13680.569700 = -18945406.582931
  nChanged 55
		SP:Iteration 60F (17566.110000 sec): 3 clusters
  Score: Raw -18959092.976060 + Penalty 13680.569700 = -18945412.406360
  nChanged 41
		SP:Iteration 61Q (17566.550000 sec): 3 clusters
  Score: Raw -18959097.111150 + Penalty 13680.569700 = -18945416.541450
  nChanged 40
		SP:Iteration 62Q (17566.990000 sec): 3 clusters
  Score: Raw -18959101.427286 + Penalty 13680.569700 = -18945420.857585
  nChanged 44
		SP:Iteration 63Q (17567.430000 sec): 3 clusters
  Score: Raw -18959106.637691 + Penalty 13680.569700 = -18945426.067990
  nChanged 51
		SP:Iteration 64Q (17567.870000 sec): 3 clusters
  Score: Raw -18959112.477812 + Penalty 13680.569700 = -18945431.908112
  nChanged 50
		SP:Iteration 65Q (17568.310000 sec): 3 clusters
  Score: Raw -18959117.736747 + Penalty 13680.569700 = -18945437.167047
  nChanged 41
		SP:Iteration 66Q (17568.750000 sec): 3 clusters
  Score: Raw -18959122.074428 + Penalty 13680.569700 = -18945441.504728
  nChanged 40
		SP:Iteration 67Q (17569.190000 sec): 3 clusters
  Score: Raw -18959126.979332 + Penalty 13680.569700 = -18945446.409632
  nChanged 51
		SP:Iteration 68Q (17569.630000 sec): 3 clusters
  Score: Raw -18959132.518028 + Penalty 13680.569700 = -18945451.948328
  nChanged 49
		SP:Iteration 69Q (17570.070000 sec): 3 clusters
  Score: Raw -18959137.654883 + Penalty 13680.569700 = -18945457.085183
  nChanged 48
		SP:Iteration 70Q (17570.510000 sec): 3 clusters
  Score: Raw -18959143.602587 + Penalty 13680.569700 = -18945463.032887
  nChanged 54
		SP:Iteration 71Q (17570.960000 sec): 3 clusters
  Score: Raw -18959150.256273 + Penalty 13680.569700 = -18945469.686573
  nChanged 48
		SP:Iteration 72Q (17571.400000 sec): 3 clusters
  Score: Raw -18959156.851335 + Penalty 13680.569700 = -18945476.281635
  nChanged 58
		SP:Iteration 73Q (17571.840000 sec): 3 clusters
  Score: Raw -18959164.273794 + Penalty 13680.569700 = -18945483.704094
  nChanged 57
		SP:Iteration 74Q (17572.280000 sec): 3 clusters
  Score: Raw -18959171.400213 + Penalty 13680.569700 = -18945490.830512
  nChanged 51
		SP:Iteration 75Q (17572.720000 sec): 3 clusters
  Score: Raw -18959176.959347 + Penalty 13680.569700 = -18945496.389647
  nChanged 54
		SP:Iteration 76Q (17573.160000 sec): 3 clusters
  Score: Raw -18959183.057845 + Penalty 13680.569700 = -18945502.488144
  nChanged 52
		SP:Iteration 77Q (17573.590000 sec): 3 clusters
  Score: Raw -18959189.046771 + Penalty 13680.569700 = -18945508.477071
  nChanged 50
		SP:Iteration 78Q (17574.030000 sec): 3 clusters
  Score: Raw -18959194.351637 + Penalty 13680.569700 = -18945513.781937
  nChanged 43
		SP:Iteration 79Q (17574.470000 sec): 3 clusters
  Score: Raw -18959199.348681 + Penalty 13680.569700 = -18945518.778981
  nChanged 39
		SP:Iteration 80F (17575.010000 sec): 3 clusters
  Score: Raw -18959203.264806 + Penalty 13680.569700 = -18945522.695106
  nChanged 39
		SP:Iteration 81Q (17575.450000 sec): 3 clusters
  Score: Raw -18959207.680905 + Penalty 13680.569700 = -18945527.111204
  nChanged 45
		SP:Iteration 82Q (17575.890000 sec): 3 clusters
  Score: Raw -18959213.051273 + Penalty 13680.569700 = -18945532.481572
  nChanged 45
		SP:Iteration 83Q (17576.330000 sec): 3 clusters
  Score: Raw -18959218.431425 + Penalty 13680.569700 = -18945537.861725
  nChanged 42
		SP:Iteration 84Q (17576.770000 sec): 3 clusters
  Score: Raw -18959223.182316 + Penalty 13680.569700 = -18945542.612615
  nChanged 41
		SP:Iteration 85Q (17577.210000 sec): 3 clusters
  Score: Raw -18959227.960670 + Penalty 13680.569700 = -18945547.390969
  nChanged 39
		SP:Iteration 86Q (17577.650000 sec): 3 clusters
  Score: Raw -18959232.984774 + Penalty 13680.569700 = -18945552.415074
  nChanged 50
		SP:Iteration 87Q (17578.080000 sec): 3 clusters
  Score: Raw -18959238.881577 + Penalty 13680.569700 = -18945558.311877
  nChanged 48
		SP:Iteration 88Q (17578.520000 sec): 3 clusters
  Score: Raw -18959244.839987 + Penalty 13680.569700 = -18945564.270287
  nChanged 52
		SP:Iteration 89Q (17578.960000 sec): 3 clusters
  Score: Raw -18959251.037362 + Penalty 13680.569700 = -18945570.467662
  nChanged 48
		SP:Iteration 90Q (17579.400000 sec): 3 clusters
  Score: Raw -18959256.502686 + Penalty 13680.569700 = -18945575.932986
  nChanged 39
		SP:Iteration 91Q (17579.830000 sec): 3 clusters
  Score: Raw -18959261.658048 + Penalty 13680.569700 = -18945581.088348
  nChanged 49
		SP:Iteration 92Q (17580.270000 sec): 3 clusters
  Score: Raw -18959267.441053 + Penalty 13680.569700 = -18945586.871353
  nChanged 47
		SP:Iteration 93Q (17580.710000 sec): 3 clusters
  Score: Raw -18959272.809877 + Penalty 13680.569700 = -18945592.240177
  nChanged 44
		SP:Iteration 94Q (17581.140000 sec): 3 clusters
  Score: Raw -18959277.727546 + Penalty 13680.569700 = -18945597.157846
  nChanged 46
		SP:Iteration 95Q (17581.580000 sec): 3 clusters
  Score: Raw -18959283.938562 + Penalty 13680.569700 = -18945603.368862
  nChanged 50
		SP:Iteration 96Q (17582.020000 sec): 3 clusters
  Score: Raw -18959290.062196 + Penalty 13680.569700 = -18945609.492495
  nChanged 59
		SP:Iteration 97Q (17582.460000 sec): 3 clusters
  Score: Raw -18959297.033088 + Penalty 13680.569700 = -18945616.463388
  nChanged 41
		SP:Iteration 98Q (17582.890000 sec): 3 clusters
  Score: Raw -18959301.631371 + Penalty 13680.569700 = -18945621.061670
  nChanged 36
		SP:Iteration 99Q (17583.330000 sec): 3 clusters
  Score: Raw -18959306.332052 + Penalty 13680.569700 = -18945625.762351
  nChanged 51
		SP:Iteration 100F (17583.860000 sec): 3 clusters
  Score: Raw -18959312.480451 + Penalty 13680.569700 = -18945631.910750
  nChanged 45
		SP:Iteration 101Q (17584.300000 sec): 3 clusters
  Score: Raw -18959318.008333 + Penalty 13680.569700 = -18945637.438633
  nChanged 45
		SP:Iteration 102Q (17584.740000 sec): 3 clusters
  Score: Raw -18959323.623720 + Penalty 13680.569700 = -18945643.054020
  nChanged 55
		SP:Iteration 103Q (17585.180000 sec): 3 clusters
  Score: Raw -18959331.310733 + Penalty 13680.569700 = -18945650.741032
  nChanged 61
		SP:Iteration 104Q (17585.610000 sec): 3 clusters
  Score: Raw -18959339.410500 + Penalty 13680.569700 = -18945658.840800
  nChanged 58
		SP:Iteration 105Q (17586.040000 sec): 3 clusters
  Score: Raw -18959348.120935 + Penalty 13680.569700 = -18945667.551235
  nChanged 74
		SP:Iteration 106Q (17586.480000 sec): 3 clusters
  Score: Raw -18959358.489729 + Penalty 13680.569700 = -18945677.920029
  nChanged 77
		SP:Iteration 107Q (17586.920000 sec): 3 clusters
  Score: Raw -18959370.553236 + Penalty 13680.569700 = -18945689.983535
  nChanged 80
		SP:Iteration 108Q (17587.350000 sec): 3 clusters
  Score: Raw -18959381.900033 + Penalty 13680.569700 = -18945701.330333
  nChanged 68
		SP:Iteration 109Q (17587.780000 sec): 3 clusters
  Score: Raw -18959392.427599 + Penalty 13680.569700 = -18945711.857899
  nChanged 86
		SP:Iteration 110Q (17588.220000 sec): 3 clusters
  Score: Raw -18959407.003883 + Penalty 13680.569700 = -18945726.434182
  nChanged 83
		SP:Iteration 111Q (17588.650000 sec): 3 clusters
  Score: Raw -18959419.137462 + Penalty 13680.569700 = -18945738.567762
  nChanged 76
		SP:Iteration 112Q (17589.080000 sec): 3 clusters
  Score: Raw -18959429.667639 + Penalty 13680.569700 = -18945749.097939
  nChanged 74
		SP:Iteration 113Q (17589.520000 sec): 3 clusters
  Score: Raw -18959440.373862 + Penalty 13680.569700 = -18945759.804162
  nChanged 84
		SP:Iteration 114Q (17589.950000 sec): 3 clusters
  Score: Raw -18959453.342756 + Penalty 13680.569700 = -18945772.773056
  nChanged 76
		SP:Iteration 115Q (17590.380000 sec): 3 clusters
  Score: Raw -18959465.341002 + Penalty 13680.569700 = -18945784.771302
  nChanged 79
		SP:Iteration 116Q (17590.820000 sec): 3 clusters
  Score: Raw -18959477.984877 + Penalty 13680.569700 = -18945797.415177
  nChanged 85
		SP:Iteration 117Q (17591.240000 sec): 3 clusters
  Score: Raw -18959492.248741 + Penalty 13680.569700 = -18945811.679041
  nChanged 92
		SP:Iteration 118Q (17591.680000 sec): 3 clusters
  Score: Raw -18959508.637523 + Penalty 13680.569700 = -18945828.067823
  nChanged 98
		SP:Iteration 119Q (17592.100000 sec): 3 clusters
  Score: Raw -18959525.486429 + Penalty 13680.569700 = -18945844.916729
  nChanged 100
		SP:Iteration 120F (17592.640000 sec): 3 clusters
  Score: Raw -18959543.561161 + Penalty 13680.569700 = -18945862.991460
  nChanged 104
		SP:Iteration 121Q (17593.070000 sec): 3 clusters
  Score: Raw -18959565.278869 + Penalty 13680.569700 = -18945884.709168
  nChanged 117
		SP:Iteration 122Q (17593.500000 sec): 3 clusters
  Score: Raw -18959585.776218 + Penalty 13680.569700 = -18945905.206518
  nChanged 118
		SP:Iteration 123Q (17593.930000 sec): 3 clusters
  Score: Raw -18959607.131930 + Penalty 13680.569700 = -18945926.562229
  nChanged 115
		SP:Iteration 124Q (17594.360000 sec): 3 clusters
  Score: Raw -18959628.083787 + Penalty 13680.569700 = -18945947.514087
  nChanged 113
		SP:Iteration 125Q (17594.790000 sec): 3 clusters
  Score: Raw -18959648.232812 + Penalty 13680.569700 = -18945967.663112
  nChanged 99
		SP:Iteration 126Q (17595.220000 sec): 3 clusters
  Score: Raw -18959666.842636 + Penalty 13680.569700 = -18945986.272936
  nChanged 106
		SP:Iteration 127Q (17595.640000 sec): 3 clusters
  Score: Raw -18959687.052477 + Penalty 13680.569700 = -18946006.482776
  nChanged 109
		SP:Iteration 128Q (17596.070000 sec): 3 clusters
  Score: Raw -18959708.007656 + Penalty 13680.569700 = -18946027.437955
  nChanged 123
		SP:Iteration 129Q (17596.500000 sec): 3 clusters
  Score: Raw -18959730.833789 + Penalty 13680.569700 = -18946050.264088
  nChanged 100
		SP:Iteration 130Q (17596.920000 sec): 3 clusters
  Score: Raw -18959750.937465 + Penalty 13680.569700 = -18946070.367765
  nChanged 105
		SP:Iteration 131Q (17597.350000 sec): 3 clusters
  Score: Raw -18959770.455132 + Penalty 13680.569700 = -18946089.885432
  nChanged 96
		SP:Iteration 132Q (17597.780000 sec): 3 clusters
  Score: Raw -18959788.691121 + Penalty 13680.569700 = -18946108.121421
  nChanged 80
		SP:Iteration 133Q (17598.200000 sec): 3 clusters
  Score: Raw -18959803.737497 + Penalty 13680.569700 = -18946123.167796
  nChanged 95
		SP:Iteration 134Q (17598.620000 sec): 3 clusters
  Score: Raw -18959820.594583 + Penalty 13680.569700 = -18946140.024882
  nChanged 87
		SP:Iteration 135Q (17599.050000 sec): 3 clusters
  Score: Raw -18959837.821458 + Penalty 13680.569700 = -18946157.251757
  nChanged 82
		SP:Iteration 136Q (17599.470000 sec): 3 clusters
  Score: Raw -18959852.377301 + Penalty 13680.569700 = -18946171.807601
  nChanged 70
		SP:Iteration 137Q (17599.900000 sec): 3 clusters
  Score: Raw -18959865.388554 + Penalty 13680.569700 = -18946184.818854
  nChanged 75
		SP:Iteration 138Q (17600.320000 sec): 3 clusters
  Score: Raw -18959879.724103 + Penalty 13680.569700 = -18946199.154402
  nChanged 69
		SP:Iteration 139Q (17600.740000 sec): 3 clusters
  Score: Raw -18959892.826107 + Penalty 13680.569700 = -18946212.256407
  nChanged 74
		SP:Iteration 140F (17601.280000 sec): 3 clusters
  Score: Raw -18959906.655249 + Penalty 13680.569700 = -18946226.085549
  nChanged 64
		SP:Iteration 141Q (17601.700000 sec): 3 clusters
  Score: Raw -18959918.037523 + Penalty 13680.569700 = -18946237.467823
  nChanged 71
		SP:Iteration 142Q (17602.120000 sec): 3 clusters
  Score: Raw -18959931.078038 + Penalty 13680.569700 = -18946250.508338
  nChanged 72
		SP:Iteration 143Q (17602.540000 sec): 3 clusters
  Score: Raw -18959945.470087 + Penalty 13680.569700 = -18946264.900387
  nChanged 71
		SP:Iteration 144Q (17602.960000 sec): 3 clusters
  Score: Raw -18959959.229561 + Penalty 13680.569700 = -18946278.659861
  nChanged 70
		SP:Iteration 145Q (17603.380000 sec): 3 clusters
  Score: Raw -18959973.982981 + Penalty 13680.569700 = -18946293.413280
  nChanged 65
		SP:Iteration 146Q (17603.800000 sec): 3 clusters
  Score: Raw -18959987.039358 + Penalty 13680.569700 = -18946306.469658
  nChanged 70
		SP:Iteration 147Q (17604.220000 sec): 3 clusters
  Score: Raw -18960000.095311 + Penalty 13680.569700 = -18946319.525610
  nChanged 56
		SP:Iteration 148Q (17604.640000 sec): 3 clusters
  Score: Raw -18960011.206997 + Penalty 13680.569700 = -18946330.637297
  nChanged 61
		SP:Iteration 149Q (17605.060000 sec): 3 clusters
  Score: Raw -18960021.850702 + Penalty 13680.569700 = -18946341.281002
  nChanged 50
		SP:Iteration 150Q (17605.480000 sec): 3 clusters
  Score: Raw -18960030.614873 + Penalty 13680.569700 = -18946350.045173
  nChanged 49
		SP:Iteration 151Q (17605.900000 sec): 3 clusters
  Score: Raw -18960039.288242 + Penalty 13680.569700 = -18946358.718542
  nChanged 55
		SP:Iteration 152Q (17606.320000 sec): 3 clusters
  Score: Raw -18960049.605907 + Penalty 13680.569700 = -18946369.036207
  nChanged 49
		SP:Iteration 153Q (17606.730000 sec): 3 clusters
  Score: Raw -18960058.322453 + Penalty 13680.569700 = -18946377.752753
  nChanged 52
		SP:Iteration 154Q (17607.150000 sec): 3 clusters
  Score: Raw -18960067.500096 + Penalty 13680.569700 = -18946386.930395
  nChanged 41
		SP:Iteration 155Q (17607.560000 sec): 3 clusters
  Score: Raw -18960075.183568 + Penalty 13680.569700 = -18946394.613867
  nChanged 48
		SP:Iteration 156Q (17607.980000 sec): 3 clusters
  Score: Raw -18960084.965184 + Penalty 13680.569700 = -18946404.395484
  nChanged 50
		SP:Iteration 157Q (17608.400000 sec): 3 clusters
  Score: Raw -18960095.361631 + Penalty 13680.569700 = -18946414.791931
  nChanged 50
		SP:Iteration 158Q (17608.820000 sec): 3 clusters
  Score: Raw -18960105.259176 + Penalty 13680.569700 = -18946424.689475
  nChanged 52
		SP:Iteration 159Q (17609.230000 sec): 3 clusters
  Score: Raw -18960115.909515 + Penalty 13680.569700 = -18946435.339814
  nChanged 54
		SP:Iteration 160F (17609.770000 sec): 3 clusters
  Score: Raw -18960126.729227 + Penalty 13680.569700 = -18946446.159526
  nChanged 57
		SP:Iteration 161Q (17610.180000 sec): 3 clusters
  Score: Raw -18960138.874273 + Penalty 13680.569700 = -18946458.304572
  nChanged 47
		SP:Iteration 162Q (17610.600000 sec): 3 clusters
  Score: Raw -18960148.590581 + Penalty 13680.569700 = -18946468.020881
  nChanged 44
		SP:Iteration 163Q (17611.010000 sec): 3 clusters
  Score: Raw -18960157.921439 + Penalty 13680.569700 = -18946477.351739
  nChanged 47
		SP:Iteration 164Q (17611.430000 sec): 3 clusters
  Score: Raw -18960167.232826 + Penalty 13680.569700 = -18946486.663126
  nChanged 31
		SP:Iteration 165Q (17611.840000 sec): 3 clusters
  Score: Raw -18960172.070296 + Penalty 13680.569700 = -18946491.500596
  nChanged 25
		SP:Iteration 166Q (17612.260000 sec): 3 clusters
  Score: Raw -18960176.672829 + Penalty 13680.569700 = -18946496.103129
  nChanged 35
		SP:Iteration 167Q (17612.670000 sec): 3 clusters
  Score: Raw -18960183.053378 + Penalty 13680.569700 = -18946502.483678
  nChanged 37
		SP:Iteration 168Q (17613.090000 sec): 3 clusters
  Score: Raw -18960190.066068 + Penalty 13680.569700 = -18946509.496368
  nChanged 40
		SP:Iteration 169Q (17613.500000 sec): 3 clusters
  Score: Raw -18960196.940037 + Penalty 13680.569700 = -18946516.370337
  nChanged 26
		SP:Iteration 170Q (17613.910000 sec): 3 clusters
  Score: Raw -18960201.333846 + Penalty 13680.569700 = -18946520.764145
  nChanged 30
		SP:Iteration 171Q (17614.330000 sec): 3 clusters
  Score: Raw -18960206.874792 + Penalty 13680.569700 = -18946526.305092
  nChanged 26
		SP:Iteration 172Q (17614.740000 sec): 3 clusters
  Score: Raw -18960212.153361 + Penalty 13680.569700 = -18946531.583661
  nChanged 29
		SP:Iteration 173Q (17615.150000 sec): 3 clusters
  Score: Raw -18960218.230708 + Penalty 13680.569700 = -18946537.661008
  nChanged 33
		SP:Iteration 174Q (17615.570000 sec): 3 clusters
  Score: Raw -18960225.014735 + Penalty 13680.569700 = -18946544.445035
  nChanged 33
		SP:Iteration 175Q (17615.980000 sec): 3 clusters
  Score: Raw -18960231.744781 + Penalty 13680.569700 = -18946551.175081
  nChanged 33
		SP:Iteration 176Q (17616.390000 sec): 3 clusters
  Score: Raw -18960238.777464 + Penalty 13680.569700 = -18946558.207764
  nChanged 30
		SP:Iteration 177Q (17616.810000 sec): 3 clusters
  Score: Raw -18960245.185961 + Penalty 13680.569700 = -18946564.616261
  nChanged 28
		SP:Iteration 178Q (17617.220000 sec): 3 clusters
  Score: Raw -18960251.213438 + Penalty 13680.569700 = -18946570.643737
  nChanged 32
		SP:Iteration 179Q (17617.630000 sec): 3 clusters
  Score: Raw -18960257.780063 + Penalty 13680.569700 = -18946577.210363
  nChanged 28
		SP:Iteration 180F (17618.170000 sec): 3 clusters
  Score: Raw -18960263.783301 + Penalty 13680.569700 = -18946583.213601
  nChanged 26
		SP:Iteration 181Q (17618.580000 sec): 3 clusters
  Score: Raw -18960268.584716 + Penalty 13680.569700 = -18946588.015016
  nChanged 20
		SP:Iteration 182Q (17618.990000 sec): 3 clusters
  Score: Raw -18960272.253697 + Penalty 13680.569700 = -18946591.683997
  nChanged 18
		SP:Iteration 183Q (17619.400000 sec): 3 clusters
  Score: Raw -18960275.213934 + Penalty 13680.569700 = -18946594.644234
  nChanged 12
		SP:Iteration 184Q (17619.810000 sec): 3 clusters
  Score: Raw -18960277.533630 + Penalty 13680.569700 = -18946596.963930
  nChanged 14
		SP:Iteration 185Q (17620.230000 sec): 3 clusters
  Score: Raw -18960280.544292 + Penalty 13680.569700 = -18946599.974591
  nChanged 19
		SP:Iteration 186Q (17620.640000 sec): 3 clusters
  Score: Raw -18960284.009828 + Penalty 13680.569700 = -18946603.440128
  nChanged 12
		SP:Iteration 187Q (17621.050000 sec): 3 clusters
  Score: Raw -18960286.192866 + Penalty 13680.569700 = -18946605.623166
  nChanged 15
		SP:Iteration 188Q (17621.460000 sec): 3 clusters
  Score: Raw -18960289.252347 + Penalty 13680.569700 = -18946608.682647
  nChanged 13
		SP:Iteration 189Q (17621.870000 sec): 3 clusters
  Score: Raw -18960291.833296 + Penalty 13680.569700 = -18946611.263595
  nChanged 19
		SP:Iteration 190Q (17622.280000 sec): 3 clusters
  Score: Raw -18960295.789307 + Penalty 13680.569700 = -18946615.219607
  nChanged 22
		SP:Iteration 191Q (17622.690000 sec): 3 clusters
  Score: Raw -18960299.946308 + Penalty 13680.569700 = -18946619.376608
  nChanged 20
		SP:Iteration 192Q (17623.100000 sec): 3 clusters
  Score: Raw -18960303.304682 + Penalty 13680.569700 = -18946622.734982
  nChanged 19
		SP:Iteration 193Q (17623.510000 sec): 3 clusters
  Score: Raw -18960307.329586 + Penalty 13680.569700 = -18946626.759886
  nChanged 23
		SP:Iteration 194Q (17623.920000 sec): 3 clusters
  Score: Raw -18960312.086287 + Penalty 13680.569700 = -18946631.516587
  nChanged 23
		SP:Iteration 195Q (17624.330000 sec): 3 clusters
  Score: Raw -18960315.931661 + Penalty 13680.569700 = -18946635.361960
  nChanged 17
		SP:Iteration 196Q (17624.740000 sec): 3 clusters
  Score: Raw -18960319.227015 + Penalty 13680.569700 = -18946638.657315
  nChanged 15
		SP:Iteration 197Q (17625.150000 sec): 3 clusters
  Score: Raw -18960322.961103 + Penalty 13680.569700 = -18946642.391403
  nChanged 23
		SP:Iteration 198Q (17625.560000 sec): 3 clusters
  Score: Raw -18960327.576157 + Penalty 13680.569700 = -18946647.006457
  nChanged 16
		SP:Iteration 199Q (17625.970000 sec): 3 clusters
  Score: Raw -18960330.572477 + Penalty 13680.569700 = -18946650.002776
  nChanged 12
		SP:Iteration 200F (17626.500000 sec): 3 clusters
  Score: Raw -18960333.529135 + Penalty 13680.569700 = -18946652.959435
  nChanged 16
		SP:Iteration 201Q (17626.910000 sec): 3 clusters
  Score: Raw -18960336.528718 + Penalty 13680.569700 = -18946655.959017
  nChanged 9
		SP:Iteration 202Q (17627.320000 sec): 3 clusters
  Score: Raw -18960338.008460 + Penalty 13680.569700 = -18946657.438760
  nChanged 9
		SP:Iteration 203Q (17627.730000 sec): 3 clusters
  Score: Raw -18960339.897926 + Penalty 13680.569700 = -18946659.328225
  nChanged 11
		SP:Iteration 204Q (17628.140000 sec): 3 clusters
  Score: Raw -18960342.525561 + Penalty 13680.569700 = -18946661.955861
  nChanged 14
		SP:Iteration 205Q (17628.550000 sec): 3 clusters
  Score: Raw -18960345.340530 + Penalty 13680.569700 = -18946664.770830
  nChanged 13
		SP:Iteration 206Q (17628.960000 sec): 3 clusters
  Score: Raw -18960347.758511 + Penalty 13680.569700 = -18946667.188811
  nChanged 14
		SP:Iteration 207Q (17629.370000 sec): 3 clusters
  Score: Raw -18960350.287292 + Penalty 13680.569700 = -18946669.717592
  nChanged 11
		SP:Iteration 208Q (17629.780000 sec): 3 clusters
  Score: Raw -18960352.788245 + Penalty 13680.569700 = -18946672.218545
  nChanged 18
		SP:Iteration 209Q (17630.190000 sec): 3 clusters
  Score: Raw -18960355.941770 + Penalty 13680.569700 = -18946675.372070
  nChanged 10
		SP:Iteration 210Q (17630.600000 sec): 3 clusters
  Score: Raw -18960357.886275 + Penalty 13680.569700 = -18946677.316575
  nChanged 16
		SP:Iteration 211Q (17631.010000 sec): 3 clusters
  Score: Raw -18960361.677868 + Penalty 13680.569700 = -18946681.108168
  nChanged 15
		SP:Iteration 212Q (17631.420000 sec): 3 clusters
  Score: Raw -18960364.969311 + Penalty 13680.569700 = -18946684.399611
  nChanged 18
		SP:Iteration 213Q (17631.830000 sec): 3 clusters
  Score: Raw -18960368.588158 + Penalty 13680.569700 = -18946688.018458
  nChanged 17
		SP:Iteration 214Q (17632.230000 sec): 3 clusters
  Score: Raw -18960371.960115 + Penalty 13680.569700 = -18946691.390415
  nChanged 13
		SP:Iteration 215Q (17632.640000 sec): 3 clusters
  Score: Raw -18960374.765121 + Penalty 13680.569700 = -18946694.195421
  nChanged 9
		SP:Iteration 216Q (17633.050000 sec): 3 clusters
  Score: Raw -18960376.498943 + Penalty 13680.569700 = -18946695.929243
  nChanged 7
		SP:Iteration 217Q (17633.460000 sec): 3 clusters
  Score: Raw -18960377.490064 + Penalty 13680.569700 = -18946696.920363
  nChanged 7
		SP:Iteration 218Q (17633.870000 sec): 3 clusters
  Score: Raw -18960378.791545 + Penalty 13680.569700 = -18946698.221845
  nChanged 5
		SP:Iteration 219Q (17634.270000 sec): 3 clusters
  Score: Raw -18960379.632866 + Penalty 13680.569700 = -18946699.063166
  nChanged 6
		SP:Iteration 220F (17634.810000 sec): 3 clusters
  Score: Raw -18960380.605117 + Penalty 13680.569700 = -18946700.035416
  nChanged 5
		SP:Iteration 221Q (17635.220000 sec): 3 clusters
  Score: Raw -18960381.370101 + Penalty 13680.569700 = -18946700.800400
  nChanged 5
		SP:Iteration 222Q (17635.630000 sec): 3 clusters
  Score: Raw -18960382.339521 + Penalty 13680.569700 = -18946701.769821
  nChanged 4
		SP:Iteration 223Q (17636.040000 sec): 3 clusters
  Score: Raw -18960382.863309 + Penalty 13680.569700 = -18946702.293609
  nChanged 4
		SP:Iteration 224Q (17636.450000 sec): 3 clusters
  Score: Raw -18960383.499864 + Penalty 13680.569700 = -18946702.930164
  nChanged 4
		SP:Iteration 225Q (17636.860000 sec): 3 clusters
  Score: Raw -18960384.300898 + Penalty 13680.569700 = -18946703.731198
  nChanged 6
		SP:Iteration 226Q (17637.270000 sec): 3 clusters
  Score: Raw -18960385.440777 + Penalty 13680.569700 = -18946704.871077
  nChanged 9
		SP:Iteration 227Q (17637.680000 sec): 3 clusters
  Score: Raw -18960387.549908 + Penalty 13680.569700 = -18946706.980208
  nChanged 9
		SP:Iteration 228Q (17638.080000 sec): 3 clusters
  Score: Raw -18960389.561932 + Penalty 13680.569700 = -18946708.992232
  nChanged 10
		SP:Iteration 229Q (17638.490000 sec): 3 clusters
  Score: Raw -18960391.938450 + Penalty 13680.569700 = -18946711.368749
  nChanged 9
		SP:Iteration 230Q (17638.900000 sec): 3 clusters
  Score: Raw -18960393.717129 + Penalty 13680.569700 = -18946713.147428
  nChanged 6
		SP:Iteration 231Q (17639.310000 sec): 3 clusters
  Score: Raw -18960394.813633 + Penalty 13680.569700 = -18946714.243932
  nChanged 5
		SP:Iteration 232Q (17639.720000 sec): 3 clusters
  Score: Raw -18960395.866624 + Penalty 13680.569700 = -18946715.296923
  nChanged 3
		SP:Iteration 233Q (17640.120000 sec): 3 clusters
  Score: Raw -18960396.440409 + Penalty 13680.569700 = -18946715.870708
  nChanged 2
		SP:Iteration 234Q (17640.530000 sec): 3 clusters
  Score: Raw -18960396.735687 + Penalty 13680.569700 = -18946716.165986
  nChanged 2
		SP:Iteration 235Q (17640.940000 sec): 3 clusters
  Score: Raw -18960397.054385 + Penalty 13680.569700 = -18946716.484684
  nChanged 0
		SP:Iteration 236F (17641.480000 sec): 3 clusters
  Score: Raw -18960397.054385 + Penalty 13680.569700 = -18946716.484684
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 11 (57574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17641.840000 sec): 2 clusters
  Score: Raw -15360697.851230 + Penalty 6713.506143 = -15353984.345087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17642.290000 sec): 3 clusters
  Score: Raw -15327046.088197 + Penalty 13427.012286 = -15313619.075911
  nChanged 25518
		SP:Iteration 1F (17642.730000 sec): 3 clusters
  Score: Raw -15340549.760856 + Penalty 13427.012286 = -15327122.748570
  nChanged 2838
		SP:Iteration 2Q (17643.170000 sec): 3 clusters
  Score: Raw -15341517.501850 + Penalty 13427.012286 = -15328090.489564
  nChanged 2507
		SP:Iteration 3Q (17643.620000 sec): 3 clusters
  Score: Raw -15342305.692664 + Penalty 13427.012286 = -15328878.680378
  nChanged 2132
		SP:Iteration 4Q (17644.070000 sec): 3 clusters
  Score: Raw -15342990.898607 + Penalty 13427.012286 = -15329563.886322
  nChanged 2084
		SP:Iteration 5Q (17644.510000 sec): 3 clusters
  Score: Raw -15343717.167266 + Penalty 13427.012286 = -15330290.154980
  nChanged 2084
		SP:Iteration 6Q (17644.970000 sec): 3 clusters
  Score: Raw -15344507.795759 + Penalty 13427.012286 = -15331080.783473
  nChanged 2191
		SP:Iteration 7Q (17645.410000 sec): 3 clusters
  Score: Raw -15345439.564020 + Penalty 13427.012286 = -15332012.551734
  nChanged 2469
		SP:Iteration 8Q (17645.850000 sec): 3 clusters
  Score: Raw -15346685.888698 + Penalty 13427.012286 = -15333258.876412
  nChanged 3000
		SP:Iteration 9F (17646.300000 sec): 3 clusters
  Score: Raw -15348509.468921 + Penalty 13427.012286 = -15335082.456635
  nChanged 3451
		SP:Iteration 10F (17646.740000 sec): 3 clusters
  Score: Raw -15350948.041148 + Penalty 13427.012286 = -15337521.028862
  nChanged 3695
		SP:Iteration 11F (17647.180000 sec): 3 clusters
  Score: Raw -15353972.983101 + Penalty 13427.012286 = -15340545.970815
  nChanged 3356
		SP:Iteration 12F (17647.620000 sec): 3 clusters
  Score: Raw -15356959.625049 + Penalty 13427.012286 = -15343532.612763
  nChanged 2380
		SP:Iteration 13Q (17648.040000 sec): 3 clusters
  Score: Raw -15359077.072033 + Penalty 13427.012286 = -15345650.059747
  nChanged 1345
		SP:Iteration 14Q (17648.440000 sec): 3 clusters
  Score: Raw -15360261.058897 + Penalty 13427.012286 = -15346834.046611
  nChanged 641
		SP:Iteration 15Q (17648.810000 sec): 3 clusters
  Score: Raw -15360806.376873 + Penalty 13427.012286 = -15347379.364587
  nChanged 324
		SP:Iteration 16Q (17649.170000 sec): 3 clusters
  Score: Raw -15361085.269481 + Penalty 13427.012286 = -15347658.257195
  nChanged 170
		SP:Iteration 17Q (17649.520000 sec): 3 clusters
  Score: Raw -15361234.922927 + Penalty 13427.012286 = -15347807.910641
  nChanged 124
		SP:Iteration 18Q (17649.850000 sec): 3 clusters
  Score: Raw -15361347.008399 + Penalty 13427.012286 = -15347919.996114
  nChanged 88
		SP:Iteration 19Q (17650.190000 sec): 3 clusters
  Score: Raw -15361427.099638 + Penalty 13427.012286 = -15348000.087352
  nChanged 61
		SP:Iteration 20F (17650.630000 sec): 3 clusters
  Score: Raw -15361480.658406 + Penalty 13427.012286 = -15348053.646120
  nChanged 39
		SP:Iteration 21Q (17650.950000 sec): 3 clusters
  Score: Raw -15361516.425962 + Penalty 13427.012286 = -15348089.413676
  nChanged 19
		SP:Iteration 22Q (17651.280000 sec): 3 clusters
  Score: Raw -15361537.722638 + Penalty 13427.012286 = -15348110.710352
  nChanged 23
		SP:Iteration 23Q (17651.610000 sec): 3 clusters
  Score: Raw -15361559.293029 + Penalty 13427.012286 = -15348132.280743
  nChanged 23
		SP:Iteration 24Q (17651.930000 sec): 3 clusters
  Score: Raw -15361585.705390 + Penalty 13427.012286 = -15348158.693104
  nChanged 15
		SP:Iteration 25Q (17652.250000 sec): 3 clusters
  Score: Raw -15361600.597884 + Penalty 13427.012286 = -15348173.585598
  nChanged 17
		SP:Iteration 26Q (17652.570000 sec): 3 clusters
  Score: Raw -15361614.120903 + Penalty 13427.012286 = -15348187.108617
  nChanged 13
		SP:Iteration 27Q (17652.900000 sec): 3 clusters
  Score: Raw -15361626.690619 + Penalty 13427.012286 = -15348199.678333
  nChanged 11
		SP:Iteration 28Q (17653.210000 sec): 3 clusters
  Score: Raw -15361638.852013 + Penalty 13427.012286 = -15348211.839727
  nChanged 10
		SP:Iteration 29Q (17653.530000 sec): 3 clusters
  Score: Raw -15361648.001703 + Penalty 13427.012286 = -15348220.989417
  nChanged 6
		SP:Iteration 30Q (17653.850000 sec): 3 clusters
  Score: Raw -15361653.787235 + Penalty 13427.012286 = -15348226.774949
  nChanged 2
		SP:Iteration 31Q (17654.160000 sec): 3 clusters
  Score: Raw -15361656.241099 + Penalty 13427.012286 = -15348229.228813
  nChanged 4
		SP:Iteration 32Q (17654.480000 sec): 3 clusters
  Score: Raw -15361660.847063 + Penalty 13427.012286 = -15348233.834777
  nChanged 2
		SP:Iteration 33Q (17654.790000 sec): 3 clusters
  Score: Raw -15361662.657194 + Penalty 13427.012286 = -15348235.644908
  nChanged 1
		SP:Iteration 34Q (17655.110000 sec): 3 clusters
  Score: Raw -15361663.307528 + Penalty 13427.012286 = -15348236.295242
  nChanged 1
		SP:Iteration 35Q (17655.420000 sec): 3 clusters
  Score: Raw -15361664.101212 + Penalty 13427.012286 = -15348237.088926
  nChanged 0
		SP:Iteration 36F (17655.860000 sec): 3 clusters
  Score: Raw -15361664.101212 + Penalty 13427.012286 = -15348237.088926
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 12 (24912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17656.040000 sec): 2 clusters
  Score: Raw -6371473.974080 + Penalty 6200.401748 = -6365273.572333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17656.230000 sec): 3 clusters
  Score: Raw -6358190.273973 + Penalty 12400.803495 = -6345789.470478
  nChanged 10301
		SP:Iteration 1F (17656.420000 sec): 3 clusters
  Score: Raw -6363893.557291 + Penalty 12400.803495 = -6351492.753795
  nChanged 1754
		SP:Iteration 2F (17656.610000 sec): 3 clusters
  Score: Raw -6364745.672337 + Penalty 12400.803495 = -6352344.868842
  nChanged 1289
		SP:Iteration 3F (17656.800000 sec): 3 clusters
  Score: Raw -6365354.754497 + Penalty 12400.803495 = -6352953.951002
  nChanged 1095
		SP:Iteration 4Q (17656.990000 sec): 3 clusters
  Score: Raw -6365911.259993 + Penalty 12400.803495 = -6353510.456498
  nChanged 1076
		SP:Iteration 5Q (17657.180000 sec): 3 clusters
  Score: Raw -6366533.604459 + Penalty 12400.803495 = -6354132.800964
  nChanged 1153
		SP:Iteration 6Q (17657.370000 sec): 3 clusters
  Score: Raw -6367313.863486 + Penalty 12400.803495 = -6354913.059990
  nChanged 1197
		SP:Iteration 7Q (17657.560000 sec): 3 clusters
  Score: Raw -6368245.296574 + Penalty 12400.803495 = -6355844.493079
  nChanged 1350
		SP:Iteration 8F (17657.750000 sec): 3 clusters
  Score: Raw -6369292.449046 + Penalty 12400.803495 = -6356891.645551
  nChanged 1333
		SP:Iteration 9F (17657.940000 sec): 3 clusters
  Score: Raw -6370288.036689 + Penalty 12400.803495 = -6357887.233194
  nChanged 1176
		SP:Iteration 10Q (17658.130000 sec): 3 clusters
  Score: Raw -6371145.069192 + Penalty 12400.803495 = -6358744.265697
  nChanged 1070
		SP:Iteration 11Q (17658.310000 sec): 3 clusters
  Score: Raw -6371897.231300 + Penalty 12400.803495 = -6359496.427805
  nChanged 923
		SP:Iteration 12Q (17658.500000 sec): 3 clusters
  Score: Raw -6372506.183564 + Penalty 12400.803495 = -6360105.380069
  nChanged 800
		SP:Iteration 13Q (17658.690000 sec): 3 clusters
  Score: Raw -6372965.881009 + Penalty 12400.803495 = -6360565.077514
  nChanged 610
		SP:Iteration 14Q (17658.870000 sec): 3 clusters
  Score: Raw -6373250.799012 + Penalty 12400.803495 = -6360849.995517
  nChanged 469
		SP:Iteration 15Q (17659.050000 sec): 3 clusters
  Score: Raw -6373442.275956 + Penalty 12400.803495 = -6361041.472461
  nChanged 367
		SP:Iteration 16Q (17659.230000 sec): 3 clusters
  Score: Raw -6373583.044309 + Penalty 12400.803495 = -6361182.240814
  nChanged 291
		SP:Iteration 17Q (17659.410000 sec): 3 clusters
  Score: Raw -6373689.087378 + Penalty 12400.803495 = -6361288.283883
  nChanged 257
		SP:Iteration 18Q (17659.590000 sec): 3 clusters
  Score: Raw -6373779.385637 + Penalty 12400.803495 = -6361378.582142
  nChanged 225
		SP:Iteration 19Q (17659.770000 sec): 3 clusters
  Score: Raw -6373858.928863 + Penalty 12400.803495 = -6361458.125367
  nChanged 200
		SP:Iteration 20F (17659.960000 sec): 3 clusters
  Score: Raw -6373926.206980 + Penalty 12400.803495 = -6361525.403485
  nChanged 198
		SP:Iteration 21Q (17660.140000 sec): 3 clusters
  Score: Raw -6373991.549923 + Penalty 12400.803495 = -6361590.746427
  nChanged 195
		SP:Iteration 22Q (17660.320000 sec): 3 clusters
  Score: Raw -6374046.847077 + Penalty 12400.803495 = -6361646.043582
  nChanged 178
		SP:Iteration 23Q (17660.500000 sec): 3 clusters
  Score: Raw -6374097.928435 + Penalty 12400.803495 = -6361697.124940
  nChanged 160
		SP:Iteration 24Q (17660.680000 sec): 3 clusters
  Score: Raw -6374137.396110 + Penalty 12400.803495 = -6361736.592615
  nChanged 122
		SP:Iteration 25Q (17660.860000 sec): 3 clusters
  Score: Raw -6374166.057633 + Penalty 12400.803495 = -6361765.254138
  nChanged 119
		SP:Iteration 26Q (17661.030000 sec): 3 clusters
  Score: Raw -6374196.004424 + Penalty 12400.803495 = -6361795.200928
  nChanged 118
		SP:Iteration 27Q (17661.210000 sec): 3 clusters
  Score: Raw -6374222.506781 + Penalty 12400.803495 = -6361821.703286
  nChanged 101
		SP:Iteration 28Q (17661.390000 sec): 3 clusters
  Score: Raw -6374244.011588 + Penalty 12400.803495 = -6361843.208093
  nChanged 80
		SP:Iteration 29Q (17661.570000 sec): 3 clusters
  Score: Raw -6374261.133146 + Penalty 12400.803495 = -6361860.329650
  nChanged 74
		SP:Iteration 30Q (17661.750000 sec): 3 clusters
  Score: Raw -6374278.607281 + Penalty 12400.803495 = -6361877.803785
  nChanged 84
		SP:Iteration 31Q (17661.930000 sec): 3 clusters
  Score: Raw -6374295.432805 + Penalty 12400.803495 = -6361894.629310
  nChanged 64
		SP:Iteration 32Q (17662.110000 sec): 3 clusters
  Score: Raw -6374310.725743 + Penalty 12400.803495 = -6361909.922247
  nChanged 57
		SP:Iteration 33Q (17662.280000 sec): 3 clusters
  Score: Raw -6374323.479532 + Penalty 12400.803495 = -6361922.676036
  nChanged 64
		SP:Iteration 34Q (17662.460000 sec): 3 clusters
  Score: Raw -6374338.201145 + Penalty 12400.803495 = -6361937.397650
  nChanged 69
		SP:Iteration 35Q (17662.640000 sec): 3 clusters
  Score: Raw -6374352.542120 + Penalty 12400.803495 = -6361951.738625
  nChanged 66
		SP:Iteration 36Q (17662.810000 sec): 3 clusters
  Score: Raw -6374369.131702 + Penalty 12400.803495 = -6361968.328207
  nChanged 70
		SP:Iteration 37Q (17662.990000 sec): 3 clusters
  Score: Raw -6374385.640207 + Penalty 12400.803495 = -6361984.836712
  nChanged 71
		SP:Iteration 38Q (17663.170000 sec): 3 clusters
  Score: Raw -6374402.621812 + Penalty 12400.803495 = -6362001.818317
  nChanged 79
		SP:Iteration 39Q (17663.340000 sec): 3 clusters
  Score: Raw -6374422.028362 + Penalty 12400.803495 = -6362021.224867
  nChanged 63
		SP:Iteration 40F (17663.530000 sec): 3 clusters
  Score: Raw -6374434.561294 + Penalty 12400.803495 = -6362033.757799
  nChanged 58
		SP:Iteration 41Q (17663.710000 sec): 3 clusters
  Score: Raw -6374445.795886 + Penalty 12400.803495 = -6362044.992391
  nChanged 54
		SP:Iteration 42Q (17663.890000 sec): 3 clusters
  Score: Raw -6374455.859385 + Penalty 12400.803495 = -6362055.055890
  nChanged 45
		SP:Iteration 43Q (17664.060000 sec): 3 clusters
  Score: Raw -6374463.487184 + Penalty 12400.803495 = -6362062.683688
  nChanged 33
		SP:Iteration 44Q (17664.240000 sec): 3 clusters
  Score: Raw -6374469.743151 + Penalty 12400.803495 = -6362068.939656
  nChanged 37
		SP:Iteration 45Q (17664.410000 sec): 3 clusters
  Score: Raw -6374476.699575 + Penalty 12400.803495 = -6362075.896080
  nChanged 33
		SP:Iteration 46Q (17664.590000 sec): 3 clusters
  Score: Raw -6374483.739576 + Penalty 12400.803495 = -6362082.936081
  nChanged 32
		SP:Iteration 47Q (17664.770000 sec): 3 clusters
  Score: Raw -6374489.617618 + Penalty 12400.803495 = -6362088.814123
  nChanged 37
		SP:Iteration 48Q (17664.940000 sec): 3 clusters
  Score: Raw -6374496.308182 + Penalty 12400.803495 = -6362095.504687
  nChanged 33
		SP:Iteration 49Q (17665.120000 sec): 3 clusters
  Score: Raw -6374503.034941 + Penalty 12400.803495 = -6362102.231446
  nChanged 37
		SP:Iteration 50Q (17665.290000 sec): 3 clusters
  Score: Raw -6374509.612557 + Penalty 12400.803495 = -6362108.809062
  nChanged 26
		SP:Iteration 51Q (17665.470000 sec): 3 clusters
  Score: Raw -6374514.636975 + Penalty 12400.803495 = -6362113.833480
  nChanged 24
		SP:Iteration 52Q (17665.650000 sec): 3 clusters
  Score: Raw -6374518.289139 + Penalty 12400.803495 = -6362117.485644
  nChanged 14
		SP:Iteration 53Q (17665.830000 sec): 3 clusters
  Score: Raw -6374520.583292 + Penalty 12400.803495 = -6362119.779797
  nChanged 12
		SP:Iteration 54Q (17666.000000 sec): 3 clusters
  Score: Raw -6374522.456444 + Penalty 12400.803495 = -6362121.652948
  nChanged 13
		SP:Iteration 55Q (17666.180000 sec): 3 clusters
  Score: Raw -6374524.222540 + Penalty 12400.803495 = -6362123.419045
  nChanged 13
		SP:Iteration 56Q (17666.350000 sec): 3 clusters
  Score: Raw -6374526.605040 + Penalty 12400.803495 = -6362125.801545
  nChanged 7
		SP:Iteration 57Q (17666.530000 sec): 3 clusters
  Score: Raw -6374528.339320 + Penalty 12400.803495 = -6362127.535825
  nChanged 8
		SP:Iteration 58Q (17666.710000 sec): 3 clusters
  Score: Raw -6374529.782560 + Penalty 12400.803495 = -6362128.979065
  nChanged 9
		SP:Iteration 59Q (17666.880000 sec): 3 clusters
  Score: Raw -6374531.274451 + Penalty 12400.803495 = -6362130.470956
  nChanged 11
		SP:Iteration 60F (17667.070000 sec): 3 clusters
  Score: Raw -6374533.042315 + Penalty 12400.803495 = -6362132.238819
  nChanged 7
		SP:Iteration 61Q (17667.250000 sec): 3 clusters
  Score: Raw -6374534.072099 + Penalty 12400.803495 = -6362133.268604
  nChanged 9
		SP:Iteration 62Q (17667.420000 sec): 3 clusters
  Score: Raw -6374535.722258 + Penalty 12400.803495 = -6362134.918763
  nChanged 9
		SP:Iteration 63Q (17667.600000 sec): 3 clusters
  Score: Raw -6374537.198923 + Penalty 12400.803495 = -6362136.395428
  nChanged 10
		SP:Iteration 64Q (17667.770000 sec): 3 clusters
  Score: Raw -6374538.891120 + Penalty 12400.803495 = -6362138.087625
  nChanged 9
		SP:Iteration 65Q (17667.950000 sec): 3 clusters
  Score: Raw -6374540.289072 + Penalty 12400.803495 = -6362139.485576
  nChanged 10
		SP:Iteration 66Q (17668.120000 sec): 3 clusters
  Score: Raw -6374542.131633 + Penalty 12400.803495 = -6362141.328138
  nChanged 11
		SP:Iteration 67Q (17668.300000 sec): 3 clusters
  Score: Raw -6374543.930399 + Penalty 12400.803495 = -6362143.126904
  nChanged 13
		SP:Iteration 68Q (17668.470000 sec): 3 clusters
  Score: Raw -6374545.866129 + Penalty 12400.803495 = -6362145.062634
  nChanged 12
		SP:Iteration 69Q (17668.650000 sec): 3 clusters
  Score: Raw -6374547.942216 + Penalty 12400.803495 = -6362147.138721
  nChanged 16
		SP:Iteration 70Q (17668.830000 sec): 3 clusters
  Score: Raw -6374550.307478 + Penalty 12400.803495 = -6362149.503983
  nChanged 14
		SP:Iteration 71Q (17669.000000 sec): 3 clusters
  Score: Raw -6374552.006305 + Penalty 12400.803495 = -6362151.202809
  nChanged 7
		SP:Iteration 72Q (17669.180000 sec): 3 clusters
  Score: Raw -6374552.911316 + Penalty 12400.803495 = -6362152.107821
  nChanged 6
		SP:Iteration 73Q (17669.350000 sec): 3 clusters
  Score: Raw -6374554.002031 + Penalty 12400.803495 = -6362153.198536
  nChanged 9
		SP:Iteration 74Q (17669.530000 sec): 3 clusters
  Score: Raw -6374555.352393 + Penalty 12400.803495 = -6362154.548898
  nChanged 17
		SP:Iteration 75Q (17669.710000 sec): 3 clusters
  Score: Raw -6374557.898408 + Penalty 12400.803495 = -6362157.094912
  nChanged 13
		SP:Iteration 76Q (17669.880000 sec): 3 clusters
  Score: Raw -6374559.736969 + Penalty 12400.803495 = -6362158.933474
  nChanged 11
		SP:Iteration 77Q (17670.060000 sec): 3 clusters
  Score: Raw -6374561.239111 + Penalty 12400.803495 = -6362160.435616
  nChanged 7
		SP:Iteration 78Q (17670.230000 sec): 3 clusters
  Score: Raw -6374561.971290 + Penalty 12400.803495 = -6362161.167795
  nChanged 8
		SP:Iteration 79Q (17670.410000 sec): 3 clusters
  Score: Raw -6374563.373934 + Penalty 12400.803495 = -6362162.570439
  nChanged 9
		SP:Iteration 80F (17670.600000 sec): 3 clusters
  Score: Raw -6374565.017030 + Penalty 12400.803495 = -6362164.213535
  nChanged 8
		SP:Iteration 81Q (17670.770000 sec): 3 clusters
  Score: Raw -6374565.779107 + Penalty 12400.803495 = -6362164.975612
  nChanged 5
		SP:Iteration 82Q (17670.950000 sec): 3 clusters
  Score: Raw -6374566.789515 + Penalty 12400.803495 = -6362165.986019
  nChanged 8
		SP:Iteration 83Q (17671.130000 sec): 3 clusters
  Score: Raw -6374568.244155 + Penalty 12400.803495 = -6362167.440660
  nChanged 12
		SP:Iteration 84Q (17671.300000 sec): 3 clusters
  Score: Raw -6374570.128972 + Penalty 12400.803495 = -6362169.325477
  nChanged 10
		SP:Iteration 85Q (17671.480000 sec): 3 clusters
  Score: Raw -6374571.764565 + Penalty 12400.803495 = -6362170.961070
  nChanged 7
		SP:Iteration 86Q (17671.660000 sec): 3 clusters
  Score: Raw -6374572.799037 + Penalty 12400.803495 = -6362171.995542
  nChanged 4
		SP:Iteration 87Q (17671.830000 sec): 3 clusters
  Score: Raw -6374573.563322 + Penalty 12400.803495 = -6362172.759826
  nChanged 6
		SP:Iteration 88Q (17672.010000 sec): 3 clusters
  Score: Raw -6374574.499047 + Penalty 12400.803495 = -6362173.695552
  nChanged 2
		SP:Iteration 89Q (17672.180000 sec): 3 clusters
  Score: Raw -6374574.815278 + Penalty 12400.803495 = -6362174.011783
  nChanged 2
		SP:Iteration 90Q (17672.360000 sec): 3 clusters
  Score: Raw -6374575.369415 + Penalty 12400.803495 = -6362174.565920
  nChanged 3
		SP:Iteration 91Q (17672.540000 sec): 3 clusters
  Score: Raw -6374575.829867 + Penalty 12400.803495 = -6362175.026372
  nChanged 3
		SP:Iteration 92Q (17672.710000 sec): 3 clusters
  Score: Raw -6374576.089905 + Penalty 12400.803495 = -6362175.286410
  nChanged 2
		SP:Iteration 93Q (17672.880000 sec): 3 clusters
  Score: Raw -6374576.335696 + Penalty 12400.803495 = -6362175.532201
  nChanged 0
		SP:Iteration 94F (17673.070000 sec): 3 clusters
  Score: Raw -6374576.335696 + Penalty 12400.803495 = -6362175.532201
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 13 (418919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17675.870000 sec): 2 clusters
  Score: Raw -110945668.465409 + Penalty 7929.077628 = -110937739.387780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17679.090000 sec): 3 clusters
  Score: Raw -110672355.900916 + Penalty 15858.155257 = -110656497.745659
  nChanged 200919
		SP:Iteration 1F (17682.320000 sec): 3 clusters
  Score: Raw -110789265.561178 + Penalty 15858.155257 = -110773407.405921
  nChanged 10082
		SP:Iteration 2Q (17685.570000 sec): 3 clusters
  Score: Raw -110790938.668096 + Penalty 15858.155257 = -110775080.512839
  nChanged 10237
		SP:Iteration 3Q (17688.810000 sec): 3 clusters
  Score: Raw -110792881.159639 + Penalty 15858.155257 = -110777023.004382
  nChanged 11622
		SP:Iteration 4Q (17692.070000 sec): 3 clusters
  Score: Raw -110795641.426996 + Penalty 15858.155257 = -110779783.271739
  nChanged 14240
		SP:Iteration 5Q (17695.310000 sec): 3 clusters
  Score: Raw -110800225.095196 + Penalty 15858.155257 = -110784366.939939
  nChanged 19604
		SP:Iteration 6Q (17698.550000 sec): 3 clusters
  Score: Raw -110808992.202621 + Penalty 15858.155257 = -110793134.047364
  nChanged 27591
		SP:Iteration 7F (17701.740000 sec): 3 clusters
  Score: Raw -110825981.016696 + Penalty 15858.155257 = -110810122.861439
  nChanged 36168
		SP:Iteration 8F (17704.950000 sec): 3 clusters
  Score: Raw -110855321.043983 + Penalty 15858.155257 = -110839462.888726
  nChanged 39710
		SP:Iteration 9F (17708.150000 sec): 3 clusters
  Score: Raw -110893918.964173 + Penalty 15858.155257 = -110878060.808916
  nChanged 31020
		SP:Iteration 10F (17711.360000 sec): 3 clusters
  Score: Raw -110925747.427776 + Penalty 15858.155257 = -110909889.272520
  nChanged 14996
		SP:Iteration 11Q (17714.380000 sec): 3 clusters
  Score: Raw -110940342.365989 + Penalty 15858.155257 = -110924484.210733
  nChanged 4591
		SP:Iteration 12Q (17717.020000 sec): 3 clusters
  Score: Raw -110944578.429578 + Penalty 15858.155257 = -110928720.274321
  nChanged 1131
		SP:Iteration 13Q (17719.320000 sec): 3 clusters
  Score: Raw -110945711.962163 + Penalty 15858.155257 = -110929853.806906
  nChanged 280
		SP:Iteration 14Q (17721.490000 sec): 3 clusters
  Score: Raw -110946069.633019 + Penalty 15858.155257 = -110930211.477762
  nChanged 114
		SP:Iteration 15Q (17723.620000 sec): 3 clusters
  Score: Raw -110946239.463742 + Penalty 15858.155257 = -110930381.308485
  nChanged 56
		SP:Iteration 16Q (17725.750000 sec): 3 clusters
  Score: Raw -110946333.361704 + Penalty 15858.155257 = -110930475.206447
  nChanged 33
		SP:Iteration 17Q (17727.830000 sec): 3 clusters
  Score: Raw -110946384.116725 + Penalty 15858.155257 = -110930525.961468
  nChanged 23
		SP:Iteration 18Q (17729.920000 sec): 3 clusters
  Score: Raw -110946422.815823 + Penalty 15858.155257 = -110930564.660566
  nChanged 17
		SP:Iteration 19Q (17732.000000 sec): 3 clusters
  Score: Raw -110946450.178004 + Penalty 15858.155257 = -110930592.022747
  nChanged 12
		SP:Iteration 20F (17735.150000 sec): 3 clusters
  Score: Raw -110946468.108691 + Penalty 15858.155257 = -110930609.953434
  nChanged 10
		SP:Iteration 21Q (17737.230000 sec): 3 clusters
  Score: Raw -110946482.021489 + Penalty 15858.155257 = -110930623.866232
  nChanged 9
		SP:Iteration 22Q (17739.340000 sec): 3 clusters
  Score: Raw -110946493.962759 + Penalty 15858.155257 = -110930635.807502
  nChanged 9
		SP:Iteration 23Q (17741.430000 sec): 3 clusters
  Score: Raw -110946508.006062 + Penalty 15858.155257 = -110930649.850805
  nChanged 4
		SP:Iteration 24Q (17743.540000 sec): 3 clusters
  Score: Raw -110946515.711064 + Penalty 15858.155257 = -110930657.555807
  nChanged 3
		SP:Iteration 25Q (17745.620000 sec): 3 clusters
  Score: Raw -110946519.399617 + Penalty 15858.155257 = -110930661.244360
  nChanged 2
		SP:Iteration 26Q (17747.700000 sec): 3 clusters
  Score: Raw -110946521.641102 + Penalty 15858.155257 = -110930663.485845
  nChanged 3
		SP:Iteration 27Q (17749.780000 sec): 3 clusters
  Score: Raw -110946527.219772 + Penalty 15858.155257 = -110930669.064515
  nChanged 4
		SP:Iteration 28Q (17751.860000 sec): 3 clusters
  Score: Raw -110946533.116111 + Penalty 15858.155257 = -110930674.960854
  nChanged 2
		SP:Iteration 29Q (17753.940000 sec): 3 clusters
  Score: Raw -110946537.522412 + Penalty 15858.155257 = -110930679.367155
  nChanged 1
		SP:Iteration 30Q (17756.030000 sec): 3 clusters
  Score: Raw -110946539.661098 + Penalty 15858.155257 = -110930681.505841
  nChanged 1
		SP:Iteration 31Q (17758.120000 sec): 3 clusters
  Score: Raw -110946541.213128 + Penalty 15858.155257 = -110930683.057871
  nChanged 1
		SP:Iteration 32Q (17760.220000 sec): 3 clusters
  Score: Raw -110946543.612718 + Penalty 15858.155257 = -110930685.457461
  nChanged 0
		SP:Iteration 33F (17763.390000 sec): 3 clusters
  Score: Raw -110946543.612718 + Penalty 15858.155257 = -110930685.457461
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 14 (22051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17763.820000 sec): 2 clusters
  Score: Raw -5873182.151344 + Penalty 6125.681854 = -5867056.469490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17763.990000 sec): 3 clusters
  Score: Raw -5861544.702761 + Penalty 12251.363708 = -5849293.339053
  nChanged 9049
		SP:Iteration 1F (17764.160000 sec): 3 clusters
  Score: Raw -5866345.516594 + Penalty 12251.363708 = -5854094.152886
  nChanged 1469
		SP:Iteration 2F (17764.320000 sec): 3 clusters
  Score: Raw -5867063.662128 + Penalty 12251.363708 = -5854812.298419
  nChanged 1124
		SP:Iteration 3F (17764.490000 sec): 3 clusters
  Score: Raw -5867598.578676 + Penalty 12251.363708 = -5855347.214968
  nChanged 978
		SP:Iteration 4Q (17764.660000 sec): 3 clusters
  Score: Raw -5868097.267586 + Penalty 12251.363708 = -5855845.903878
  nChanged 943
		SP:Iteration 5Q (17764.820000 sec): 3 clusters
  Score: Raw -5868654.463708 + Penalty 12251.363708 = -5856403.100000
  nChanged 1032
		SP:Iteration 6Q (17764.990000 sec): 3 clusters
  Score: Raw -5869349.995294 + Penalty 12251.363708 = -5857098.631586
  nChanged 1131
		SP:Iteration 7F (17765.160000 sec): 3 clusters
  Score: Raw -5870268.849750 + Penalty 12251.363708 = -5858017.486042
  nChanged 1296
		SP:Iteration 8F (17765.330000 sec): 3 clusters
  Score: Raw -5871398.291693 + Penalty 12251.363708 = -5859146.927984
  nChanged 1302
		SP:Iteration 9F (17765.500000 sec): 3 clusters
  Score: Raw -5872438.117514 + Penalty 12251.363708 = -5860186.753806
  nChanged 1177
		SP:Iteration 10F (17765.660000 sec): 3 clusters
  Score: Raw -5873292.327740 + Penalty 12251.363708 = -5861040.964032
  nChanged 918
		SP:Iteration 11Q (17765.830000 sec): 3 clusters
  Score: Raw -5873829.957383 + Penalty 12251.363708 = -5861578.593674
  nChanged 689
		SP:Iteration 12Q (17766.000000 sec): 3 clusters
  Score: Raw -5874129.833240 + Penalty 12251.363708 = -5861878.469532
  nChanged 420
		SP:Iteration 13Q (17766.160000 sec): 3 clusters
  Score: Raw -5874269.807686 + Penalty 12251.363708 = -5862018.443978
  nChanged 301
		SP:Iteration 14Q (17766.320000 sec): 3 clusters
  Score: Raw -5874348.215371 + Penalty 12251.363708 = -5862096.851663
  nChanged 187
		SP:Iteration 15Q (17766.490000 sec): 3 clusters
  Score: Raw -5874393.940231 + Penalty 12251.363708 = -5862142.576522
  nChanged 127
		SP:Iteration 16Q (17766.660000 sec): 3 clusters
  Score: Raw -5874421.018270 + Penalty 12251.363708 = -5862169.654561
  nChanged 110
		SP:Iteration 17Q (17766.820000 sec): 3 clusters
  Score: Raw -5874444.648014 + Penalty 12251.363708 = -5862193.284305
  nChanged 90
		SP:Iteration 18Q (17766.980000 sec): 3 clusters
  Score: Raw -5874463.338435 + Penalty 12251.363708 = -5862211.974726
  nChanged 59
		SP:Iteration 19Q (17767.150000 sec): 3 clusters
  Score: Raw -5874474.212598 + Penalty 12251.363708 = -5862222.848890
  nChanged 48
		SP:Iteration 20F (17767.320000 sec): 3 clusters
  Score: Raw -5874481.769810 + Penalty 12251.363708 = -5862230.406102
  nChanged 33
		SP:Iteration 21Q (17767.480000 sec): 3 clusters
  Score: Raw -5874487.509441 + Penalty 12251.363708 = -5862236.145733
  nChanged 28
		SP:Iteration 22Q (17767.650000 sec): 3 clusters
  Score: Raw -5874492.658291 + Penalty 12251.363708 = -5862241.294583
  nChanged 29
		SP:Iteration 23Q (17767.810000 sec): 3 clusters
  Score: Raw -5874497.282327 + Penalty 12251.363708 = -5862245.918618
  nChanged 16
		SP:Iteration 24Q (17767.980000 sec): 3 clusters
  Score: Raw -5874499.779052 + Penalty 12251.363708 = -5862248.415343
  nChanged 16
		SP:Iteration 25Q (17768.140000 sec): 3 clusters
  Score: Raw -5874501.823041 + Penalty 12251.363708 = -5862250.459333
  nChanged 11
		SP:Iteration 26Q (17768.310000 sec): 3 clusters
  Score: Raw -5874503.220038 + Penalty 12251.363708 = -5862251.856330
  nChanged 7
		SP:Iteration 27Q (17768.470000 sec): 3 clusters
  Score: Raw -5874504.274198 + Penalty 12251.363708 = -5862252.910489
  nChanged 7
		SP:Iteration 28Q (17768.640000 sec): 3 clusters
  Score: Raw -5874505.420648 + Penalty 12251.363708 = -5862254.056940
  nChanged 7
		SP:Iteration 29Q (17768.800000 sec): 3 clusters
  Score: Raw -5874506.526110 + Penalty 12251.363708 = -5862255.162402
  nChanged 4
		SP:Iteration 30Q (17768.970000 sec): 3 clusters
  Score: Raw -5874507.079275 + Penalty 12251.363708 = -5862255.715567
  nChanged 2
		SP:Iteration 31Q (17769.130000 sec): 3 clusters
  Score: Raw -5874507.374867 + Penalty 12251.363708 = -5862256.011158
  nChanged 3
		SP:Iteration 32Q (17769.300000 sec): 3 clusters
  Score: Raw -5874507.900912 + Penalty 12251.363708 = -5862256.537204
  nChanged 1
		SP:Iteration 33Q (17769.460000 sec): 3 clusters
  Score: Raw -5874508.025769 + Penalty 12251.363708 = -5862256.662061
  nChanged 2
		SP:Iteration 34Q (17769.630000 sec): 3 clusters
  Score: Raw -5874508.256186 + Penalty 12251.363708 = -5862256.892478
  nChanged 3
		SP:Iteration 35Q (17769.790000 sec): 3 clusters
  Score: Raw -5874508.679072 + Penalty 12251.363708 = -5862257.315363
  nChanged 0
		SP:Iteration 36F (17769.960000 sec): 3 clusters
  Score: Raw -5874508.679072 + Penalty 12251.363708 = -5862257.315363
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 15 (16180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17770.070000 sec): 2 clusters
  Score: Raw -4289526.162862 + Penalty 5936.062854 = -4283590.100008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17770.190000 sec): 3 clusters
  Score: Raw -4281390.711365 + Penalty 11872.125709 = -4269518.585656
  nChanged 6347
		SP:Iteration 1F (17770.320000 sec): 3 clusters
  Score: Raw -4284730.782618 + Penalty 11872.125709 = -4272858.656910
  nChanged 1063
		SP:Iteration 2F (17770.440000 sec): 3 clusters
  Score: Raw -4285274.762953 + Penalty 11872.125709 = -4273402.637244
  nChanged 798
		SP:Iteration 3Q (17770.560000 sec): 3 clusters
  Score: Raw -4285703.510459 + Penalty 11872.125709 = -4273831.384751
  nChanged 659
		SP:Iteration 4Q (17770.680000 sec): 3 clusters
  Score: Raw -4286062.286098 + Penalty 11872.125709 = -4274190.160389
  nChanged 564
		SP:Iteration 5Q (17770.800000 sec): 3 clusters
  Score: Raw -4286365.816451 + Penalty 11872.125709 = -4274493.690742
  nChanged 546
		SP:Iteration 6Q (17770.920000 sec): 3 clusters
  Score: Raw -4286678.791479 + Penalty 11872.125709 = -4274806.665771
  nChanged 557
		SP:Iteration 7Q (17771.050000 sec): 3 clusters
  Score: Raw -4287052.680174 + Penalty 11872.125709 = -4275180.554465
  nChanged 607
		SP:Iteration 8Q (17771.170000 sec): 3 clusters
  Score: Raw -4287491.708931 + Penalty 11872.125709 = -4275619.583223
  nChanged 665
		SP:Iteration 9Q (17771.290000 sec): 3 clusters
  Score: Raw -4287967.307552 + Penalty 11872.125709 = -4276095.181844
  nChanged 707
		SP:Iteration 10Q (17771.410000 sec): 3 clusters
  Score: Raw -4288505.311845 + Penalty 11872.125709 = -4276633.186137
  nChanged 799
		SP:Iteration 11Q (17771.530000 sec): 3 clusters
  Score: Raw -4289134.519690 + Penalty 11872.125709 = -4277262.393981
  nChanged 818
		SP:Iteration 12F (17771.650000 sec): 3 clusters
  Score: Raw -4289716.960332 + Penalty 11872.125709 = -4277844.834623
  nChanged 711
		SP:Iteration 13Q (17771.770000 sec): 3 clusters
  Score: Raw -4290205.690589 + Penalty 11872.125709 = -4278333.564880
  nChanged 606
		SP:Iteration 14Q (17771.890000 sec): 3 clusters
  Score: Raw -4290584.165208 + Penalty 11872.125709 = -4278712.039499
  nChanged 512
		SP:Iteration 15Q (17772.010000 sec): 3 clusters
  Score: Raw -4290879.597693 + Penalty 11872.125709 = -4279007.471985
  nChanged 383
		SP:Iteration 16Q (17772.130000 sec): 3 clusters
  Score: Raw -4291078.509536 + Penalty 11872.125709 = -4279206.383828
  nChanged 299
		SP:Iteration 17Q (17772.250000 sec): 3 clusters
  Score: Raw -4291194.765148 + Penalty 11872.125709 = -4279322.639440
  nChanged 201
		SP:Iteration 18Q (17772.360000 sec): 3 clusters
  Score: Raw -4291262.837369 + Penalty 11872.125709 = -4279390.711660
  nChanged 154
		SP:Iteration 19Q (17772.480000 sec): 3 clusters
  Score: Raw -4291310.426313 + Penalty 11872.125709 = -4279438.300604
  nChanged 106
		SP:Iteration 20F (17772.610000 sec): 3 clusters
  Score: Raw -4291341.493757 + Penalty 11872.125709 = -4279469.368048
  nChanged 77
		SP:Iteration 21Q (17772.720000 sec): 3 clusters
  Score: Raw -4291363.622743 + Penalty 11872.125709 = -4279491.497035
  nChanged 60
		SP:Iteration 22Q (17772.840000 sec): 3 clusters
  Score: Raw -4291379.254383 + Penalty 11872.125709 = -4279507.128675
  nChanged 46
		SP:Iteration 23Q (17772.960000 sec): 3 clusters
  Score: Raw -4291389.718919 + Penalty 11872.125709 = -4279517.593211
  nChanged 41
		SP:Iteration 24Q (17773.080000 sec): 3 clusters
  Score: Raw -4291399.243261 + Penalty 11872.125709 = -4279527.117552
  nChanged 37
		SP:Iteration 25Q (17773.200000 sec): 3 clusters
  Score: Raw -4291406.433296 + Penalty 11872.125709 = -4279534.307588
  nChanged 28
		SP:Iteration 26Q (17773.310000 sec): 3 clusters
  Score: Raw -4291412.987340 + Penalty 11872.125709 = -4279540.861631
  nChanged 32
		SP:Iteration 27Q (17773.430000 sec): 3 clusters
  Score: Raw -4291419.827899 + Penalty 11872.125709 = -4279547.702190
  nChanged 29
		SP:Iteration 28Q (17773.550000 sec): 3 clusters
  Score: Raw -4291426.931633 + Penalty 11872.125709 = -4279554.805925
  nChanged 32
		SP:Iteration 29Q (17773.670000 sec): 3 clusters
  Score: Raw -4291433.486598 + Penalty 11872.125709 = -4279561.360889
  nChanged 27
		SP:Iteration 30Q (17773.790000 sec): 3 clusters
  Score: Raw -4291439.100095 + Penalty 11872.125709 = -4279566.974387
  nChanged 30
		SP:Iteration 31Q (17773.910000 sec): 3 clusters
  Score: Raw -4291445.467576 + Penalty 11872.125709 = -4279573.341868
  nChanged 19
		SP:Iteration 32Q (17774.030000 sec): 3 clusters
  Score: Raw -4291449.869077 + Penalty 11872.125709 = -4279577.743368
  nChanged 13
		SP:Iteration 33Q (17774.150000 sec): 3 clusters
  Score: Raw -4291452.618729 + Penalty 11872.125709 = -4279580.493020
  nChanged 13
		SP:Iteration 34Q (17774.270000 sec): 3 clusters
  Score: Raw -4291455.036155 + Penalty 11872.125709 = -4279582.910446
  nChanged 13
		SP:Iteration 35Q (17774.380000 sec): 3 clusters
  Score: Raw -4291457.442372 + Penalty 11872.125709 = -4279585.316664
  nChanged 15
		SP:Iteration 36Q (17774.500000 sec): 3 clusters
  Score: Raw -4291460.193339 + Penalty 11872.125709 = -4279588.067630
  nChanged 13
		SP:Iteration 37Q (17774.620000 sec): 3 clusters
  Score: Raw -4291462.219956 + Penalty 11872.125709 = -4279590.094248
  nChanged 9
		SP:Iteration 38Q (17774.740000 sec): 3 clusters
  Score: Raw -4291463.854360 + Penalty 11872.125709 = -4279591.728651
  nChanged 6
		SP:Iteration 39Q (17774.860000 sec): 3 clusters
  Score: Raw -4291464.856101 + Penalty 11872.125709 = -4279592.730393
  nChanged 8
		SP:Iteration 40F (17774.980000 sec): 3 clusters
  Score: Raw -4291466.353137 + Penalty 11872.125709 = -4279594.227429
  nChanged 11
		SP:Iteration 41Q (17775.100000 sec): 3 clusters
  Score: Raw -4291468.693202 + Penalty 11872.125709 = -4279596.567493
  nChanged 11
		SP:Iteration 42Q (17775.220000 sec): 3 clusters
  Score: Raw -4291470.603361 + Penalty 11872.125709 = -4279598.477653
  nChanged 3
		SP:Iteration 43Q (17775.330000 sec): 3 clusters
  Score: Raw -4291471.146592 + Penalty 11872.125709 = -4279599.020884
  nChanged 6
		SP:Iteration 44Q (17775.450000 sec): 3 clusters
  Score: Raw -4291472.432743 + Penalty 11872.125709 = -4279600.307034
  nChanged 1
		SP:Iteration 45Q (17775.570000 sec): 3 clusters
  Score: Raw -4291472.565726 + Penalty 11872.125709 = -4279600.440017
  nChanged 1
		SP:Iteration 46Q (17775.690000 sec): 3 clusters
  Score: Raw -4291472.662056 + Penalty 11872.125709 = -4279600.536347
  nChanged 1
		SP:Iteration 47Q (17775.810000 sec): 3 clusters
  Score: Raw -4291472.860552 + Penalty 11872.125709 = -4279600.734844
  nChanged 0
		SP:Iteration 48F (17775.930000 sec): 3 clusters
  Score: Raw -4291472.860552 + Penalty 11872.125709 = -4279600.734844
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 16 (80579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17776.470000 sec): 2 clusters
  Score: Raw -21444738.659578 + Penalty 6919.408426 = -21437819.251152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17777.090000 sec): 3 clusters
  Score: Raw -21396108.773698 + Penalty 13838.816852 = -21382269.956846
  nChanged 36655
		SP:Iteration 1F (17777.720000 sec): 3 clusters
  Score: Raw -21416400.950433 + Penalty 13838.816852 = -21402562.133581
  nChanged 3573
		SP:Iteration 2Q (17778.340000 sec): 3 clusters
  Score: Raw -21417518.649890 + Penalty 13838.816852 = -21403679.833038
  nChanged 3231
		SP:Iteration 3Q (17778.970000 sec): 3 clusters
  Score: Raw -21418558.040032 + Penalty 13838.816852 = -21404719.223180
  nChanged 3102
		SP:Iteration 4Q (17779.590000 sec): 3 clusters
  Score: Raw -21419592.434371 + Penalty 13838.816852 = -21405753.617519
  nChanged 3184
		SP:Iteration 5Q (17780.220000 sec): 3 clusters
  Score: Raw -21420738.725401 + Penalty 13838.816852 = -21406899.908549
  nChanged 3358
		SP:Iteration 6Q (17780.840000 sec): 3 clusters
  Score: Raw -21422144.225854 + Penalty 13838.816852 = -21408305.409002
  nChanged 3846
		SP:Iteration 7Q (17781.470000 sec): 3 clusters
  Score: Raw -21424106.691079 + Penalty 13838.816852 = -21410267.874227
  nChanged 4418
		SP:Iteration 8F (17782.090000 sec): 3 clusters
  Score: Raw -21426678.704983 + Penalty 13838.816852 = -21412839.888131
  nChanged 4756
		SP:Iteration 9F (17782.700000 sec): 3 clusters
  Score: Raw -21429815.683689 + Penalty 13838.816852 = -21415976.866837
  nChanged 4921
		SP:Iteration 10F (17783.320000 sec): 3 clusters
  Score: Raw -21433491.410726 + Penalty 13838.816852 = -21419652.593874
  nChanged 4788
		SP:Iteration 11F (17783.940000 sec): 3 clusters
  Score: Raw -21437260.901269 + Penalty 13838.816852 = -21423422.084417
  nChanged 4254
		SP:Iteration 12F (17784.560000 sec): 3 clusters
  Score: Raw -21440847.634598 + Penalty 13838.816852 = -21427008.817746
  nChanged 3656
		SP:Iteration 13Q (17785.170000 sec): 3 clusters
  Score: Raw -21444162.134704 + Penalty 13838.816852 = -21430323.317852
  nChanged 2967
		SP:Iteration 14Q (17785.780000 sec): 3 clusters
  Score: Raw -21447261.689121 + Penalty 13838.816852 = -21433422.872269
  nChanged 2226
		SP:Iteration 15Q (17786.370000 sec): 3 clusters
  Score: Raw -21449337.316751 + Penalty 13838.816852 = -21435498.499899
  nChanged 1440
		SP:Iteration 16Q (17786.920000 sec): 3 clusters
  Score: Raw -21450219.295862 + Penalty 13838.816852 = -21436380.479010
  nChanged 863
		SP:Iteration 17Q (17787.450000 sec): 3 clusters
  Score: Raw -21450594.881387 + Penalty 13838.816852 = -21436756.064535
  nChanged 559
		SP:Iteration 18Q (17787.970000 sec): 3 clusters
  Score: Raw -21450804.940548 + Penalty 13838.816852 = -21436966.123696
  nChanged 467
		SP:Iteration 19Q (17788.480000 sec): 3 clusters
  Score: Raw -21450947.836986 + Penalty 13838.816852 = -21437109.020134
  nChanged 356
		SP:Iteration 20F (17789.100000 sec): 3 clusters
  Score: Raw -21451033.952052 + Penalty 13838.816852 = -21437195.135200
  nChanged 269
		SP:Iteration 21Q (17789.610000 sec): 3 clusters
  Score: Raw -21451093.561753 + Penalty 13838.816852 = -21437254.744901
  nChanged 220
		SP:Iteration 22Q (17790.110000 sec): 3 clusters
  Score: Raw -21451136.915976 + Penalty 13838.816852 = -21437298.099124
  nChanged 162
		SP:Iteration 23Q (17790.610000 sec): 3 clusters
  Score: Raw -21451163.748595 + Penalty 13838.816852 = -21437324.931743
  nChanged 139
		SP:Iteration 24Q (17791.100000 sec): 3 clusters
  Score: Raw -21451187.113640 + Penalty 13838.816852 = -21437348.296788
  nChanged 131
		SP:Iteration 25Q (17791.600000 sec): 3 clusters
  Score: Raw -21451206.473324 + Penalty 13838.816852 = -21437367.656472
  nChanged 119
		SP:Iteration 26Q (17792.090000 sec): 3 clusters
  Score: Raw -21451223.635462 + Penalty 13838.816852 = -21437384.818610
  nChanged 103
		SP:Iteration 27Q (17792.580000 sec): 3 clusters
  Score: Raw -21451235.566284 + Penalty 13838.816852 = -21437396.749432
  nChanged 66
		SP:Iteration 28Q (17793.070000 sec): 3 clusters
  Score: Raw -21451243.565646 + Penalty 13838.816852 = -21437404.748794
  nChanged 61
		SP:Iteration 29Q (17793.570000 sec): 3 clusters
  Score: Raw -21451251.020762 + Penalty 13838.816852 = -21437412.203910
  nChanged 53
		SP:Iteration 30Q (17794.050000 sec): 3 clusters
  Score: Raw -21451256.973315 + Penalty 13838.816852 = -21437418.156463
  nChanged 49
		SP:Iteration 31Q (17794.550000 sec): 3 clusters
  Score: Raw -21451262.270783 + Penalty 13838.816852 = -21437423.453931
  nChanged 38
		SP:Iteration 32Q (17795.030000 sec): 3 clusters
  Score: Raw -21451266.318387 + Penalty 13838.816852 = -21437427.501535
  nChanged 30
		SP:Iteration 33Q (17795.530000 sec): 3 clusters
  Score: Raw -21451269.315195 + Penalty 13838.816852 = -21437430.498343
  nChanged 35
		SP:Iteration 34Q (17796.010000 sec): 3 clusters
  Score: Raw -21451272.151179 + Penalty 13838.816852 = -21437433.334327
  nChanged 26
		SP:Iteration 35Q (17796.500000 sec): 3 clusters
  Score: Raw -21451274.184103 + Penalty 13838.816852 = -21437435.367250
  nChanged 20
		SP:Iteration 36Q (17796.990000 sec): 3 clusters
  Score: Raw -21451275.874948 + Penalty 13838.816852 = -21437437.058096
  nChanged 21
		SP:Iteration 37Q (17797.480000 sec): 3 clusters
  Score: Raw -21451277.684955 + Penalty 13838.816852 = -21437438.868102
  nChanged 18
		SP:Iteration 38Q (17797.970000 sec): 3 clusters
  Score: Raw -21451279.038233 + Penalty 13838.816852 = -21437440.221381
  nChanged 12
		SP:Iteration 39Q (17798.450000 sec): 3 clusters
  Score: Raw -21451279.935981 + Penalty 13838.816852 = -21437441.119129
  nChanged 9
		SP:Iteration 40F (17799.070000 sec): 3 clusters
  Score: Raw -21451280.586062 + Penalty 13838.816852 = -21437441.769210
  nChanged 12
		SP:Iteration 41Q (17799.560000 sec): 3 clusters
  Score: Raw -21451281.401202 + Penalty 13838.816852 = -21437442.584350
  nChanged 8
		SP:Iteration 42Q (17800.050000 sec): 3 clusters
  Score: Raw -21451281.957739 + Penalty 13838.816852 = -21437443.140887
  nChanged 6
		SP:Iteration 43Q (17800.530000 sec): 3 clusters
  Score: Raw -21451282.662597 + Penalty 13838.816852 = -21437443.845745
  nChanged 8
		SP:Iteration 44Q (17801.020000 sec): 3 clusters
  Score: Raw -21451283.276834 + Penalty 13838.816852 = -21437444.459982
  nChanged 6
		SP:Iteration 45Q (17801.510000 sec): 3 clusters
  Score: Raw -21451283.823434 + Penalty 13838.816852 = -21437445.006582
  nChanged 9
		SP:Iteration 46Q (17802.000000 sec): 3 clusters
  Score: Raw -21451284.402604 + Penalty 13838.816852 = -21437445.585752
  nChanged 2
		SP:Iteration 47Q (17802.490000 sec): 3 clusters
  Score: Raw -21451284.519117 + Penalty 13838.816852 = -21437445.702265
  nChanged 1
		SP:Iteration 48Q (17802.980000 sec): 3 clusters
  Score: Raw -21451284.575079 + Penalty 13838.816852 = -21437445.758227
  nChanged 1
		SP:Iteration 49Q (17803.470000 sec): 3 clusters
  Score: Raw -21451284.636736 + Penalty 13838.816852 = -21437445.819884
  nChanged 3
		SP:Iteration 50Q (17803.960000 sec): 3 clusters
  Score: Raw -21451284.959425 + Penalty 13838.816852 = -21437446.142573
  nChanged 3
		SP:Iteration 51Q (17804.450000 sec): 3 clusters
  Score: Raw -21451285.138542 + Penalty 13838.816852 = -21437446.321690
  nChanged 1
		SP:Iteration 52Q (17804.940000 sec): 3 clusters
  Score: Raw -21451285.193658 + Penalty 13838.816852 = -21437446.376806
  nChanged 3
		SP:Iteration 53Q (17805.430000 sec): 3 clusters
  Score: Raw -21451285.348852 + Penalty 13838.816852 = -21437446.531999
  nChanged 2
		SP:Iteration 54Q (17805.920000 sec): 3 clusters
  Score: Raw -21451285.453200 + Penalty 13838.816852 = -21437446.636348
  nChanged 0
		SP:Iteration 55F (17806.530000 sec): 3 clusters
  Score: Raw -21451285.453200 + Penalty 13838.816852 = -21437446.636348
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 17 (219290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17807.960000 sec): 2 clusters
  Score: Raw -58477755.744126 + Penalty 7532.617079 = -58470223.127047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17809.650000 sec): 3 clusters
  Score: Raw -58338353.380097 + Penalty 15065.234159 = -58323288.145938
  nChanged 103326
		SP:Iteration 1F (17811.330000 sec): 3 clusters
  Score: Raw -58397466.760262 + Penalty 15065.234159 = -58382401.526103
  nChanged 8045
		SP:Iteration 2Q (17813.010000 sec): 3 clusters
  Score: Raw -58399684.330226 + Penalty 15065.234159 = -58384619.096067
  nChanged 8747
		SP:Iteration 3Q (17814.700000 sec): 3 clusters
  Score: Raw -58402634.992004 + Penalty 15065.234159 = -58387569.757845
  nChanged 10123
		SP:Iteration 4Q (17816.380000 sec): 3 clusters
  Score: Raw -58406895.622864 + Penalty 15065.234159 = -58391830.388705
  nChanged 11937
		SP:Iteration 5F (17818.050000 sec): 3 clusters
  Score: Raw -58412879.302512 + Penalty 15065.234159 = -58397814.068353
  nChanged 13484
		SP:Iteration 6F (17819.720000 sec): 3 clusters
  Score: Raw -58420227.423107 + Penalty 15065.234159 = -58405162.188948
  nChanged 13764
		SP:Iteration 7F (17821.390000 sec): 3 clusters
  Score: Raw -58427666.377719 + Penalty 15065.234159 = -58412601.143561
  nChanged 12763
		SP:Iteration 8F (17823.050000 sec): 3 clusters
  Score: Raw -58434218.264528 + Penalty 15065.234159 = -58419153.030369
  nChanged 11202
		SP:Iteration 9F (17824.720000 sec): 3 clusters
  Score: Raw -58439704.713300 + Penalty 15065.234159 = -58424639.479141
  nChanged 9699
		SP:Iteration 10Q (17826.390000 sec): 3 clusters
  Score: Raw -58444590.132155 + Penalty 15065.234159 = -58429524.897997
  nChanged 8791
		SP:Iteration 11Q (17828.060000 sec): 3 clusters
  Score: Raw -58449595.648889 + Penalty 15065.234159 = -58434530.414730
  nChanged 8597
		SP:Iteration 12Q (17829.720000 sec): 3 clusters
  Score: Raw -58455206.158918 + Penalty 15065.234159 = -58440140.924759
  nChanged 8369
		SP:Iteration 13Q (17831.370000 sec): 3 clusters
  Score: Raw -58461592.797732 + Penalty 15065.234159 = -58446527.563573
  nChanged 7492
		SP:Iteration 14Q (17833.010000 sec): 3 clusters
  Score: Raw -58468255.725626 + Penalty 15065.234159 = -58453190.491467
  nChanged 5612
		SP:Iteration 15Q (17834.590000 sec): 3 clusters
  Score: Raw -58473991.960968 + Penalty 15065.234159 = -58458926.726809
  nChanged 3656
		SP:Iteration 16Q (17836.050000 sec): 3 clusters
  Score: Raw -58477938.345934 + Penalty 15065.234159 = -58462873.111776
  nChanged 2461
		SP:Iteration 17Q (17837.360000 sec): 3 clusters
  Score: Raw -58480255.283191 + Penalty 15065.234159 = -58465190.049032
  nChanged 1621
		SP:Iteration 18Q (17838.590000 sec): 3 clusters
  Score: Raw -58481391.811962 + Penalty 15065.234159 = -58466326.577803
  nChanged 985
		SP:Iteration 19Q (17839.790000 sec): 3 clusters
  Score: Raw -58481857.996941 + Penalty 15065.234159 = -58466792.762782
  nChanged 587
		SP:Iteration 20F (17841.430000 sec): 3 clusters
  Score: Raw -58482075.488112 + Penalty 15065.234159 = -58467010.253953
  nChanged 394
		SP:Iteration 21Q (17842.600000 sec): 3 clusters
  Score: Raw -58482188.881279 + Penalty 15065.234159 = -58467123.647120
  nChanged 296
		SP:Iteration 22Q (17843.760000 sec): 3 clusters
  Score: Raw -58482264.866508 + Penalty 15065.234159 = -58467199.632349
  nChanged 243
		SP:Iteration 23Q (17844.920000 sec): 3 clusters
  Score: Raw -58482317.268379 + Penalty 15065.234159 = -58467252.034220
  nChanged 170
		SP:Iteration 24Q (17846.080000 sec): 3 clusters
  Score: Raw -58482352.831682 + Penalty 15065.234159 = -58467287.597523
  nChanged 154
		SP:Iteration 25Q (17847.230000 sec): 3 clusters
  Score: Raw -58482381.807007 + Penalty 15065.234159 = -58467316.572848
  nChanged 118
		SP:Iteration 26Q (17848.390000 sec): 3 clusters
  Score: Raw -58482399.235985 + Penalty 15065.234159 = -58467334.001826
  nChanged 94
		SP:Iteration 27Q (17849.550000 sec): 3 clusters
  Score: Raw -58482412.188629 + Penalty 15065.234159 = -58467346.954470
  nChanged 54
		SP:Iteration 28Q (17850.710000 sec): 3 clusters
  Score: Raw -58482419.178745 + Penalty 15065.234159 = -58467353.944586
  nChanged 38
		SP:Iteration 29Q (17851.860000 sec): 3 clusters
  Score: Raw -58482424.168911 + Penalty 15065.234159 = -58467358.934752
  nChanged 36
		SP:Iteration 30Q (17853.020000 sec): 3 clusters
  Score: Raw -58482428.279752 + Penalty 15065.234159 = -58467363.045594
  nChanged 28
		SP:Iteration 31Q (17854.190000 sec): 3 clusters
  Score: Raw -58482431.427705 + Penalty 15065.234159 = -58467366.193547
  nChanged 26
		SP:Iteration 32Q (17855.350000 sec): 3 clusters
  Score: Raw -58482434.636646 + Penalty 15065.234159 = -58467369.402487
  nChanged 25
		SP:Iteration 33Q (17856.510000 sec): 3 clusters
  Score: Raw -58482437.603536 + Penalty 15065.234159 = -58467372.369377
  nChanged 20
		SP:Iteration 34Q (17857.660000 sec): 3 clusters
  Score: Raw -58482440.310957 + Penalty 15065.234159 = -58467375.076799
  nChanged 15
		SP:Iteration 35Q (17858.820000 sec): 3 clusters
  Score: Raw -58482442.058018 + Penalty 15065.234159 = -58467376.823859
  nChanged 5
		SP:Iteration 36Q (17859.970000 sec): 3 clusters
  Score: Raw -58482442.681171 + Penalty 15065.234159 = -58467377.447012
  nChanged 9
		SP:Iteration 37Q (17861.120000 sec): 3 clusters
  Score: Raw -58482443.862233 + Penalty 15065.234159 = -58467378.628075
  nChanged 10
		SP:Iteration 38Q (17862.270000 sec): 3 clusters
  Score: Raw -58482445.091950 + Penalty 15065.234159 = -58467379.857792
  nChanged 12
		SP:Iteration 39Q (17863.430000 sec): 3 clusters
  Score: Raw -58482446.282621 + Penalty 15065.234159 = -58467381.048463
  nChanged 8
		SP:Iteration 40F (17865.080000 sec): 3 clusters
  Score: Raw -58482447.066687 + Penalty 15065.234159 = -58467381.832528
  nChanged 5
		SP:Iteration 41Q (17866.230000 sec): 3 clusters
  Score: Raw -58482447.548679 + Penalty 15065.234159 = -58467382.314520
  nChanged 3
		SP:Iteration 42Q (17867.380000 sec): 3 clusters
  Score: Raw -58482447.778199 + Penalty 15065.234159 = -58467382.544041
  nChanged 0
		SP:Iteration 43F (17869.040000 sec): 3 clusters
  Score: Raw -58482447.778199 + Penalty 15065.234159 = -58467382.544041
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 18 (182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17869.180000 sec): 2 clusters
  Score: Raw -30621.933488 + Penalty 3187.454096 = -27434.479392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17869.180000 sec): 3 clusters
  Score: Raw -32028.919605 + Penalty 6374.908192 = -25654.011413
  nChanged 14
		SP:Iteration 1F (17869.180000 sec): 3 clusters
  Score: Raw -32178.683422 + Penalty 6374.908192 = -25803.775230
  nChanged 3
		SP:Iteration 2Q (17869.180000 sec): 3 clusters
  Score: Raw -32234.148336 + Penalty 6374.908192 = -25859.240144
  nChanged 2
		SP:Iteration 3Q (17869.180000 sec): 3 clusters
  Score: Raw -32246.044443 + Penalty 6374.908192 = -25871.136251
  nChanged 0
		SP:Iteration 4F (17869.180000 sec): 3 clusters
  Score: Raw -32246.044443 + Penalty 6374.908192 = -25871.136251
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 19 (95171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17869.830000 sec): 2 clusters
  Score: Raw -25456626.151662 + Penalty 7021.351213 = -25449604.800448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17870.560000 sec): 3 clusters
  Score: Raw -25398798.078780 + Penalty 14042.702427 = -25384755.376353
  nChanged 43096
		SP:Iteration 1F (17871.290000 sec): 3 clusters
  Score: Raw -25422332.524610 + Penalty 14042.702427 = -25408289.822183
  nChanged 3933
		SP:Iteration 2Q (17872.020000 sec): 3 clusters
  Score: Raw -25423376.216660 + Penalty 14042.702427 = -25409333.514234
  nChanged 3475
		SP:Iteration 3Q (17872.760000 sec): 3 clusters
  Score: Raw -25424232.191551 + Penalty 14042.702427 = -25410189.489124
  nChanged 3048
		SP:Iteration 4Q (17873.490000 sec): 3 clusters
  Score: Raw -25424953.093339 + Penalty 14042.702427 = -25410910.390912
  nChanged 2791
		SP:Iteration 5Q (17874.230000 sec): 3 clusters
  Score: Raw -25425639.157034 + Penalty 14042.702427 = -25411596.454607
  nChanged 2745
		SP:Iteration 6Q (17874.960000 sec): 3 clusters
  Score: Raw -25426326.955101 + Penalty 14042.702427 = -25412284.252674
  nChanged 2711
		SP:Iteration 7Q (17875.700000 sec): 3 clusters
  Score: Raw -25427104.651756 + Penalty 14042.702427 = -25413061.949329
  nChanged 2918
		SP:Iteration 8Q (17876.420000 sec): 3 clusters
  Score: Raw -25428043.082437 + Penalty 14042.702427 = -25414000.380011
  nChanged 3228
		SP:Iteration 9Q (17877.160000 sec): 3 clusters
  Score: Raw -25429207.924635 + Penalty 14042.702427 = -25415165.222208
  nChanged 3663
		SP:Iteration 10Q (17877.890000 sec): 3 clusters
  Score: Raw -25430769.490557 + Penalty 14042.702427 = -25416726.788130
  nChanged 4141
		SP:Iteration 11Q (17878.630000 sec): 3 clusters
  Score: Raw -25432778.626921 + Penalty 14042.702427 = -25418735.924494
  nChanged 4403
		SP:Iteration 12Q (17879.360000 sec): 3 clusters
  Score: Raw -25435134.242043 + Penalty 14042.702427 = -25421091.539616
  nChanged 4628
		SP:Iteration 13Q (17880.090000 sec): 3 clusters
  Score: Raw -25437670.561929 + Penalty 14042.702427 = -25423627.859502
  nChanged 4387
		SP:Iteration 14Q (17880.820000 sec): 3 clusters
  Score: Raw -25440072.812825 + Penalty 14042.702427 = -25426030.110398
  nChanged 4220
		SP:Iteration 15Q (17881.540000 sec): 3 clusters
  Score: Raw -25442397.955304 + Penalty 14042.702427 = -25428355.252877
  nChanged 3946
		SP:Iteration 16Q (17882.260000 sec): 3 clusters
  Score: Raw -25444536.093276 + Penalty 14042.702427 = -25430493.390850
  nChanged 3763
		SP:Iteration 17Q (17882.960000 sec): 3 clusters
  Score: Raw -25446512.342561 + Penalty 14042.702427 = -25432469.640134
  nChanged 3630
		SP:Iteration 18Q (17883.660000 sec): 3 clusters
  Score: Raw -25448313.605750 + Penalty 14042.702427 = -25434270.903323
  nChanged 3400
		SP:Iteration 19Q (17884.350000 sec): 3 clusters
  Score: Raw -25449989.124516 + Penalty 14042.702427 = -25435946.422089
  nChanged 3286
		SP:Iteration 20F (17885.080000 sec): 3 clusters
  Score: Raw -25451563.578317 + Penalty 14042.702427 = -25437520.875890
  nChanged 2983
		SP:Iteration 21Q (17885.740000 sec): 3 clusters
  Score: Raw -25452955.860573 + Penalty 14042.702427 = -25438913.158146
  nChanged 2652
		SP:Iteration 22Q (17886.390000 sec): 3 clusters
  Score: Raw -25454150.819486 + Penalty 14042.702427 = -25440108.117059
  nChanged 2213
		SP:Iteration 23Q (17887.020000 sec): 3 clusters
  Score: Raw -25455094.349765 + Penalty 14042.702427 = -25441051.647338
  nChanged 1817
		SP:Iteration 24Q (17887.640000 sec): 3 clusters
  Score: Raw -25455857.442009 + Penalty 14042.702427 = -25441814.739582
  nChanged 1416
		SP:Iteration 25Q (17888.240000 sec): 3 clusters
  Score: Raw -25456429.499673 + Penalty 14042.702427 = -25442386.797246
  nChanged 1156
		SP:Iteration 26Q (17888.840000 sec): 3 clusters
  Score: Raw -25456883.209287 + Penalty 14042.702427 = -25442840.506860
  nChanged 856
		SP:Iteration 27Q (17889.430000 sec): 3 clusters
  Score: Raw -25457212.380635 + Penalty 14042.702427 = -25443169.678208
  nChanged 664
		SP:Iteration 28Q (17890.010000 sec): 3 clusters
  Score: Raw -25457444.635643 + Penalty 14042.702427 = -25443401.933216
  nChanged 536
		SP:Iteration 29Q (17890.580000 sec): 3 clusters
  Score: Raw -25457641.518097 + Penalty 14042.702427 = -25443598.815670
  nChanged 454
		SP:Iteration 30Q (17891.150000 sec): 3 clusters
  Score: Raw -25457799.684122 + Penalty 14042.702427 = -25443756.981695
  nChanged 326
		SP:Iteration 31Q (17891.710000 sec): 3 clusters
  Score: Raw -25457899.938156 + Penalty 14042.702427 = -25443857.235729
  nChanged 237
		SP:Iteration 32Q (17892.270000 sec): 3 clusters
  Score: Raw -25457971.902117 + Penalty 14042.702427 = -25443929.199690
  nChanged 201
		SP:Iteration 33Q (17892.820000 sec): 3 clusters
  Score: Raw -25458032.182618 + Penalty 14042.702427 = -25443989.480191
  nChanged 171
		SP:Iteration 34Q (17893.370000 sec): 3 clusters
  Score: Raw -25458082.336482 + Penalty 14042.702427 = -25444039.634055
  nChanged 154
		SP:Iteration 35Q (17893.920000 sec): 3 clusters
  Score: Raw -25458126.420910 + Penalty 14042.702427 = -25444083.718483
  nChanged 114
		SP:Iteration 36Q (17894.470000 sec): 3 clusters
  Score: Raw -25458160.285691 + Penalty 14042.702427 = -25444117.583265
  nChanged 105
		SP:Iteration 37Q (17895.020000 sec): 3 clusters
  Score: Raw -25458187.554316 + Penalty 14042.702427 = -25444144.851889
  nChanged 85
		SP:Iteration 38Q (17895.570000 sec): 3 clusters
  Score: Raw -25458210.499047 + Penalty 14042.702427 = -25444167.796620
  nChanged 73
		SP:Iteration 39Q (17896.110000 sec): 3 clusters
  Score: Raw -25458228.600723 + Penalty 14042.702427 = -25444185.898297
  nChanged 61
		SP:Iteration 40F (17896.830000 sec): 3 clusters
  Score: Raw -25458244.861857 + Penalty 14042.702427 = -25444202.159430
  nChanged 48
		SP:Iteration 41Q (17897.380000 sec): 3 clusters
  Score: Raw -25458258.020357 + Penalty 14042.702427 = -25444215.317930
  nChanged 34
		SP:Iteration 42Q (17897.920000 sec): 3 clusters
  Score: Raw -25458266.790662 + Penalty 14042.702427 = -25444224.088236
  nChanged 38
		SP:Iteration 43Q (17898.460000 sec): 3 clusters
  Score: Raw -25458275.993244 + Penalty 14042.702427 = -25444233.290817
  nChanged 30
		SP:Iteration 44Q (17899.000000 sec): 3 clusters
  Score: Raw -25458282.462219 + Penalty 14042.702427 = -25444239.759793
  nChanged 25
		SP:Iteration 45Q (17899.540000 sec): 3 clusters
  Score: Raw -25458288.672721 + Penalty 14042.702427 = -25444245.970295
  nChanged 15
		SP:Iteration 46Q (17900.080000 sec): 3 clusters
  Score: Raw -25458291.757954 + Penalty 14042.702427 = -25444249.055527
  nChanged 8
		SP:Iteration 47Q (17900.630000 sec): 3 clusters
  Score: Raw -25458293.172041 + Penalty 14042.702427 = -25444250.469614
  nChanged 6
		SP:Iteration 48Q (17901.170000 sec): 3 clusters
  Score: Raw -25458294.066110 + Penalty 14042.702427 = -25444251.363683
  nChanged 4
		SP:Iteration 49Q (17901.710000 sec): 3 clusters
  Score: Raw -25458294.895346 + Penalty 14042.702427 = -25444252.192919
  nChanged 8
		SP:Iteration 50Q (17902.250000 sec): 3 clusters
  Score: Raw -25458296.385134 + Penalty 14042.702427 = -25444253.682707
  nChanged 4
		SP:Iteration 51Q (17902.790000 sec): 3 clusters
  Score: Raw -25458297.269014 + Penalty 14042.702427 = -25444254.566587
  nChanged 5
		SP:Iteration 52Q (17903.330000 sec): 3 clusters
  Score: Raw -25458298.321199 + Penalty 14042.702427 = -25444255.618772
  nChanged 2
		SP:Iteration 53Q (17903.870000 sec): 3 clusters
  Score: Raw -25458298.690806 + Penalty 14042.702427 = -25444255.988379
  nChanged 3
		SP:Iteration 54Q (17904.400000 sec): 3 clusters
  Score: Raw -25458299.313207 + Penalty 14042.702427 = -25444256.610780
  nChanged 4
		SP:Iteration 55Q (17904.940000 sec): 3 clusters
  Score: Raw -25458300.137581 + Penalty 14042.702427 = -25444257.435154
  nChanged 6
		SP:Iteration 56Q (17905.480000 sec): 3 clusters
  Score: Raw -25458301.378840 + Penalty 14042.702427 = -25444258.676413
  nChanged 5
		SP:Iteration 57Q (17906.010000 sec): 3 clusters
  Score: Raw -25458302.425432 + Penalty 14042.702427 = -25444259.723006
  nChanged 5
		SP:Iteration 58Q (17906.550000 sec): 3 clusters
  Score: Raw -25458303.564405 + Penalty 14042.702427 = -25444260.861978
  nChanged 9
		SP:Iteration 59Q (17907.090000 sec): 3 clusters
  Score: Raw -25458305.466883 + Penalty 14042.702427 = -25444262.764456
  nChanged 5
		SP:Iteration 60F (17907.810000 sec): 3 clusters
  Score: Raw -25458306.457198 + Penalty 14042.702427 = -25444263.754771
  nChanged 6
		SP:Iteration 61Q (17908.350000 sec): 3 clusters
  Score: Raw -25458307.744478 + Penalty 14042.702427 = -25444265.042051
  nChanged 4
		SP:Iteration 62Q (17908.890000 sec): 3 clusters
  Score: Raw -25458308.407822 + Penalty 14042.702427 = -25444265.705396
  nChanged 5
		SP:Iteration 63Q (17909.420000 sec): 3 clusters
  Score: Raw -25458309.496634 + Penalty 14042.702427 = -25444266.794207
  nChanged 7
		SP:Iteration 64Q (17909.960000 sec): 3 clusters
  Score: Raw -25458311.104903 + Penalty 14042.702427 = -25444268.402476
  nChanged 9
		SP:Iteration 65Q (17910.500000 sec): 3 clusters
  Score: Raw -25458313.106098 + Penalty 14042.702427 = -25444270.403672
  nChanged 4
		SP:Iteration 66Q (17911.040000 sec): 3 clusters
  Score: Raw -25458314.019126 + Penalty 14042.702427 = -25444271.316699
  nChanged 9
		SP:Iteration 67Q (17911.590000 sec): 3 clusters
  Score: Raw -25458316.333934 + Penalty 14042.702427 = -25444273.631507
  nChanged 10
		SP:Iteration 68Q (17912.120000 sec): 3 clusters
  Score: Raw -25458318.369074 + Penalty 14042.702427 = -25444275.666647
  nChanged 11
		SP:Iteration 69Q (17912.670000 sec): 3 clusters
  Score: Raw -25458321.203445 + Penalty 14042.702427 = -25444278.501018
  nChanged 12
		SP:Iteration 70Q (17913.200000 sec): 3 clusters
  Score: Raw -25458323.931628 + Penalty 14042.702427 = -25444281.229201
  nChanged 9
		SP:Iteration 71Q (17913.740000 sec): 3 clusters
  Score: Raw -25458325.730443 + Penalty 14042.702427 = -25444283.028016
  nChanged 11
		SP:Iteration 72Q (17914.290000 sec): 3 clusters
  Score: Raw -25458328.057999 + Penalty 14042.702427 = -25444285.355572
  nChanged 14
		SP:Iteration 73Q (17914.830000 sec): 3 clusters
  Score: Raw -25458331.084257 + Penalty 14042.702427 = -25444288.381830
  nChanged 14
		SP:Iteration 74Q (17915.360000 sec): 3 clusters
  Score: Raw -25458334.200936 + Penalty 14042.702427 = -25444291.498509
  nChanged 7
		SP:Iteration 75Q (17915.900000 sec): 3 clusters
  Score: Raw -25458335.677713 + Penalty 14042.702427 = -25444292.975287
  nChanged 11
		SP:Iteration 76Q (17916.450000 sec): 3 clusters
  Score: Raw -25458338.029284 + Penalty 14042.702427 = -25444295.326857
  nChanged 11
		SP:Iteration 77Q (17916.990000 sec): 3 clusters
  Score: Raw -25458340.809357 + Penalty 14042.702427 = -25444298.106930
  nChanged 15
		SP:Iteration 78Q (17917.530000 sec): 3 clusters
  Score: Raw -25458343.895265 + Penalty 14042.702427 = -25444301.192838
  nChanged 10
		SP:Iteration 79Q (17918.070000 sec): 3 clusters
  Score: Raw -25458346.166353 + Penalty 14042.702427 = -25444303.463926
  nChanged 8
		SP:Iteration 80F (17918.790000 sec): 3 clusters
  Score: Raw -25458347.664969 + Penalty 14042.702427 = -25444304.962542
  nChanged 8
		SP:Iteration 81Q (17919.340000 sec): 3 clusters
  Score: Raw -25458349.263402 + Penalty 14042.702427 = -25444306.560976
  nChanged 7
		SP:Iteration 82Q (17919.880000 sec): 3 clusters
  Score: Raw -25458350.925735 + Penalty 14042.702427 = -25444308.223308
  nChanged 7
		SP:Iteration 83Q (17920.430000 sec): 3 clusters
  Score: Raw -25458352.488071 + Penalty 14042.702427 = -25444309.785644
  nChanged 2
		SP:Iteration 84Q (17920.970000 sec): 3 clusters
  Score: Raw -25458352.980428 + Penalty 14042.702427 = -25444310.278001
  nChanged 3
		SP:Iteration 85Q (17921.510000 sec): 3 clusters
  Score: Raw -25458353.709134 + Penalty 14042.702427 = -25444311.006707
  nChanged 5
		SP:Iteration 86Q (17922.050000 sec): 3 clusters
  Score: Raw -25458354.613523 + Penalty 14042.702427 = -25444311.911097
  nChanged 3
		SP:Iteration 87Q (17922.590000 sec): 3 clusters
  Score: Raw -25458355.212367 + Penalty 14042.702427 = -25444312.509941
  nChanged 5
		SP:Iteration 88Q (17923.130000 sec): 3 clusters
  Score: Raw -25458356.290331 + Penalty 14042.702427 = -25444313.587904
  nChanged 8
		SP:Iteration 89Q (17923.670000 sec): 3 clusters
  Score: Raw -25458358.167330 + Penalty 14042.702427 = -25444315.464903
  nChanged 5
		SP:Iteration 90Q (17924.220000 sec): 3 clusters
  Score: Raw -25458359.355916 + Penalty 14042.702427 = -25444316.653489
  nChanged 7
		SP:Iteration 91Q (17924.760000 sec): 3 clusters
  Score: Raw -25458360.911874 + Penalty 14042.702427 = -25444318.209447
  nChanged 11
		SP:Iteration 92Q (17925.290000 sec): 3 clusters
  Score: Raw -25458363.709046 + Penalty 14042.702427 = -25444321.006619
  nChanged 14
		SP:Iteration 93Q (17925.830000 sec): 3 clusters
  Score: Raw -25458367.282908 + Penalty 14042.702427 = -25444324.580481
  nChanged 15
		SP:Iteration 94Q (17926.370000 sec): 3 clusters
  Score: Raw -25458370.232296 + Penalty 14042.702427 = -25444327.529869
  nChanged 5
		SP:Iteration 95Q (17926.900000 sec): 3 clusters
  Score: Raw -25458371.327856 + Penalty 14042.702427 = -25444328.625429
  nChanged 4
		SP:Iteration 96Q (17927.440000 sec): 3 clusters
  Score: Raw -25458372.212483 + Penalty 14042.702427 = -25444329.510056
  nChanged 1
		SP:Iteration 97Q (17927.970000 sec): 3 clusters
  Score: Raw -25458372.465029 + Penalty 14042.702427 = -25444329.762602
  nChanged 2
		SP:Iteration 98Q (17928.510000 sec): 3 clusters
  Score: Raw -25458372.904428 + Penalty 14042.702427 = -25444330.202001
  nChanged 3
		SP:Iteration 99Q (17929.050000 sec): 3 clusters
  Score: Raw -25458373.613040 + Penalty 14042.702427 = -25444330.910614
  nChanged 3
		SP:Iteration 100F (17929.770000 sec): 3 clusters
  Score: Raw -25458374.130990 + Penalty 14042.702427 = -25444331.428563
  nChanged 1
		SP:Iteration 101Q (17930.300000 sec): 3 clusters
  Score: Raw -25458374.419974 + Penalty 14042.702427 = -25444331.717547
  nChanged 2
		SP:Iteration 102Q (17930.840000 sec): 3 clusters
  Score: Raw -25458374.848417 + Penalty 14042.702427 = -25444332.145990
  nChanged 1
		SP:Iteration 103Q (17931.380000 sec): 3 clusters
  Score: Raw -25458375.085233 + Penalty 14042.702427 = -25444332.382806
  nChanged 0
		SP:Iteration 104F (17932.100000 sec): 3 clusters
  Score: Raw -25458375.085233 + Penalty 14042.702427 = -25444332.382806
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 20 (8789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17932.210000 sec): 2 clusters
  Score: Raw -2290487.619734 + Penalty 5562.269434 = -2284925.350300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17932.270000 sec): 3 clusters
  Score: Raw -2286592.237655 + Penalty 11124.538868 = -2275467.698787
  nChanged 3160
		SP:Iteration 1F (17932.340000 sec): 3 clusters
  Score: Raw -2288448.665855 + Penalty 11124.538868 = -2277324.126987
  nChanged 672
		SP:Iteration 2F (17932.400000 sec): 3 clusters
  Score: Raw -2288913.744083 + Penalty 11124.538868 = -2277789.205215
  nChanged 438
		SP:Iteration 3Q (17932.470000 sec): 3 clusters
  Score: Raw -2289206.213647 + Penalty 11124.538868 = -2278081.674780
  nChanged 333
		SP:Iteration 4Q (17932.530000 sec): 3 clusters
  Score: Raw -2289419.091927 + Penalty 11124.538868 = -2278294.553059
  nChanged 269
		SP:Iteration 5Q (17932.600000 sec): 3 clusters
  Score: Raw -2289601.718536 + Penalty 11124.538868 = -2278477.179668
  nChanged 250
		SP:Iteration 6Q (17932.660000 sec): 3 clusters
  Score: Raw -2289778.131475 + Penalty 11124.538868 = -2278653.592607
  nChanged 240
		SP:Iteration 7Q (17932.730000 sec): 3 clusters
  Score: Raw -2289939.599311 + Penalty 11124.538868 = -2278815.060443
  nChanged 217
		SP:Iteration 8Q (17932.790000 sec): 3 clusters
  Score: Raw -2290067.877241 + Penalty 11124.538868 = -2278943.338373
  nChanged 167
		SP:Iteration 9Q (17932.860000 sec): 3 clusters
  Score: Raw -2290165.582631 + Penalty 11124.538868 = -2279041.043763
  nChanged 151
		SP:Iteration 10Q (17932.920000 sec): 3 clusters
  Score: Raw -2290252.039145 + Penalty 11124.538868 = -2279127.500277
  nChanged 147
		SP:Iteration 11Q (17932.980000 sec): 3 clusters
  Score: Raw -2290352.375540 + Penalty 11124.538868 = -2279227.836672
  nChanged 158
		SP:Iteration 12Q (17933.050000 sec): 3 clusters
  Score: Raw -2290452.487962 + Penalty 11124.538868 = -2279327.949094
  nChanged 150
		SP:Iteration 13Q (17933.110000 sec): 3 clusters
  Score: Raw -2290539.815648 + Penalty 11124.538868 = -2279415.276780
  nChanged 131
		SP:Iteration 14Q (17933.180000 sec): 3 clusters
  Score: Raw -2290608.231099 + Penalty 11124.538868 = -2279483.692231
  nChanged 108
		SP:Iteration 15Q (17933.240000 sec): 3 clusters
  Score: Raw -2290664.959119 + Penalty 11124.538868 = -2279540.420251
  nChanged 101
		SP:Iteration 16Q (17933.300000 sec): 3 clusters
  Score: Raw -2290715.051323 + Penalty 11124.538868 = -2279590.512455
  nChanged 91
		SP:Iteration 17Q (17933.370000 sec): 3 clusters
  Score: Raw -2290764.341896 + Penalty 11124.538868 = -2279639.803028
  nChanged 82
		SP:Iteration 18Q (17933.430000 sec): 3 clusters
  Score: Raw -2290800.614258 + Penalty 11124.538868 = -2279676.075390
  nChanged 66
		SP:Iteration 19Q (17933.500000 sec): 3 clusters
  Score: Raw -2290833.054925 + Penalty 11124.538868 = -2279708.516057
  nChanged 62
		SP:Iteration 20F (17933.560000 sec): 3 clusters
  Score: Raw -2290859.410746 + Penalty 11124.538868 = -2279734.871879
  nChanged 59
		SP:Iteration 21Q (17933.620000 sec): 3 clusters
  Score: Raw -2290883.290497 + Penalty 11124.538868 = -2279758.751629
  nChanged 50
		SP:Iteration 22Q (17933.690000 sec): 3 clusters
  Score: Raw -2290905.389474 + Penalty 11124.538868 = -2279780.850606
  nChanged 47
		SP:Iteration 23Q (17933.750000 sec): 3 clusters
  Score: Raw -2290924.670794 + Penalty 11124.538868 = -2279800.131926
  nChanged 28
		SP:Iteration 24Q (17933.810000 sec): 3 clusters
  Score: Raw -2290935.573245 + Penalty 11124.538868 = -2279811.034377
  nChanged 32
		SP:Iteration 25Q (17933.880000 sec): 3 clusters
  Score: Raw -2290951.842502 + Penalty 11124.538868 = -2279827.303634
  nChanged 43
		SP:Iteration 26Q (17933.940000 sec): 3 clusters
  Score: Raw -2290969.969283 + Penalty 11124.538868 = -2279845.430415
  nChanged 36
		SP:Iteration 27Q (17934.000000 sec): 3 clusters
  Score: Raw -2290984.577002 + Penalty 11124.538868 = -2279860.038134
  nChanged 29
		SP:Iteration 28Q (17934.060000 sec): 3 clusters
  Score: Raw -2290996.467289 + Penalty 11124.538868 = -2279871.928421
  nChanged 22
		SP:Iteration 29Q (17934.130000 sec): 3 clusters
  Score: Raw -2291005.811244 + Penalty 11124.538868 = -2279881.272376
  nChanged 20
		SP:Iteration 30Q (17934.190000 sec): 3 clusters
  Score: Raw -2291013.079356 + Penalty 11124.538868 = -2279888.540488
  nChanged 23
		SP:Iteration 31Q (17934.250000 sec): 3 clusters
  Score: Raw -2291023.770817 + Penalty 11124.538868 = -2279899.231949
  nChanged 28
		SP:Iteration 32Q (17934.320000 sec): 3 clusters
  Score: Raw -2291036.338196 + Penalty 11124.538868 = -2279911.799328
  nChanged 28
		SP:Iteration 33Q (17934.380000 sec): 3 clusters
  Score: Raw -2291046.358988 + Penalty 11124.538868 = -2279921.820121
  nChanged 16
		SP:Iteration 34Q (17934.440000 sec): 3 clusters
  Score: Raw -2291052.123427 + Penalty 11124.538868 = -2279927.584559
  nChanged 19
		SP:Iteration 35Q (17934.500000 sec): 3 clusters
  Score: Raw -2291060.262972 + Penalty 11124.538868 = -2279935.724105
  nChanged 20
		SP:Iteration 36Q (17934.570000 sec): 3 clusters
  Score: Raw -2291069.282641 + Penalty 11124.538868 = -2279944.743773
  nChanged 25
		SP:Iteration 37Q (17934.630000 sec): 3 clusters
  Score: Raw -2291081.997021 + Penalty 11124.538868 = -2279957.458153
  nChanged 22
		SP:Iteration 38Q (17934.690000 sec): 3 clusters
  Score: Raw -2291090.177990 + Penalty 11124.538868 = -2279965.639122
  nChanged 14
		SP:Iteration 39Q (17934.760000 sec): 3 clusters
  Score: Raw -2291094.904933 + Penalty 11124.538868 = -2279970.366065
  nChanged 22
		SP:Iteration 40F (17934.820000 sec): 3 clusters
  Score: Raw -2291103.278322 + Penalty 11124.538868 = -2279978.739454
  nChanged 20
		SP:Iteration 41Q (17934.880000 sec): 3 clusters
  Score: Raw -2291110.349162 + Penalty 11124.538868 = -2279985.810294
  nChanged 15
		SP:Iteration 42Q (17934.950000 sec): 3 clusters
  Score: Raw -2291116.528830 + Penalty 11124.538868 = -2279991.989963
  nChanged 16
		SP:Iteration 43Q (17935.010000 sec): 3 clusters
  Score: Raw -2291122.745679 + Penalty 11124.538868 = -2279998.206811
  nChanged 19
		SP:Iteration 44Q (17935.070000 sec): 3 clusters
  Score: Raw -2291130.234224 + Penalty 11124.538868 = -2280005.695356
  nChanged 17
		SP:Iteration 45Q (17935.140000 sec): 3 clusters
  Score: Raw -2291136.132081 + Penalty 11124.538868 = -2280011.593214
  nChanged 11
		SP:Iteration 46Q (17935.200000 sec): 3 clusters
  Score: Raw -2291140.114883 + Penalty 11124.538868 = -2280015.576016
  nChanged 10
		SP:Iteration 47Q (17935.260000 sec): 3 clusters
  Score: Raw -2291144.142280 + Penalty 11124.538868 = -2280019.603412
  nChanged 18
		SP:Iteration 48Q (17935.320000 sec): 3 clusters
  Score: Raw -2291152.426420 + Penalty 11124.538868 = -2280027.887553
  nChanged 16
		SP:Iteration 49Q (17935.390000 sec): 3 clusters
  Score: Raw -2291160.170619 + Penalty 11124.538868 = -2280035.631751
  nChanged 14
		SP:Iteration 50Q (17935.450000 sec): 3 clusters
  Score: Raw -2291164.544996 + Penalty 11124.538868 = -2280040.006128
  nChanged 16
		SP:Iteration 51Q (17935.510000 sec): 3 clusters
  Score: Raw -2291171.769446 + Penalty 11124.538868 = -2280047.230578
  nChanged 20
		SP:Iteration 52Q (17935.580000 sec): 3 clusters
  Score: Raw -2291179.815527 + Penalty 11124.538868 = -2280055.276659
  nChanged 20
		SP:Iteration 53Q (17935.640000 sec): 3 clusters
  Score: Raw -2291191.449175 + Penalty 11124.538868 = -2280066.910307
  nChanged 29
		SP:Iteration 54Q (17935.700000 sec): 3 clusters
  Score: Raw -2291206.015399 + Penalty 11124.538868 = -2280081.476531
  nChanged 29
		SP:Iteration 55Q (17935.760000 sec): 3 clusters
  Score: Raw -2291218.725446 + Penalty 11124.538868 = -2280094.186578
  nChanged 38
		SP:Iteration 56Q (17935.820000 sec): 3 clusters
  Score: Raw -2291239.465151 + Penalty 11124.538868 = -2280114.926284
  nChanged 38
		SP:Iteration 57Q (17935.890000 sec): 3 clusters
  Score: Raw -2291259.079949 + Penalty 11124.538868 = -2280134.541082
  nChanged 43
		SP:Iteration 58Q (17935.950000 sec): 3 clusters
  Score: Raw -2291282.859818 + Penalty 11124.538868 = -2280158.320951
  nChanged 40
		SP:Iteration 59Q (17936.010000 sec): 3 clusters
  Score: Raw -2291306.140567 + Penalty 11124.538868 = -2280181.601700
  nChanged 53
		SP:Iteration 60F (17936.080000 sec): 3 clusters
  Score: Raw -2291331.864910 + Penalty 11124.538868 = -2280207.326042
  nChanged 46
		SP:Iteration 61Q (17936.140000 sec): 3 clusters
  Score: Raw -2291355.005608 + Penalty 11124.538868 = -2280230.466741
  nChanged 46
		SP:Iteration 62Q (17936.200000 sec): 3 clusters
  Score: Raw -2291381.430762 + Penalty 11124.538868 = -2280256.891894
  nChanged 57
		SP:Iteration 63Q (17936.260000 sec): 3 clusters
  Score: Raw -2291409.734999 + Penalty 11124.538868 = -2280285.196132
  nChanged 53
		SP:Iteration 64Q (17936.320000 sec): 3 clusters
  Score: Raw -2291437.873621 + Penalty 11124.538868 = -2280313.334753
  nChanged 40
		SP:Iteration 65Q (17936.390000 sec): 3 clusters
  Score: Raw -2291463.453718 + Penalty 11124.538868 = -2280338.914850
  nChanged 46
		SP:Iteration 66Q (17936.450000 sec): 3 clusters
  Score: Raw -2291492.878204 + Penalty 11124.538868 = -2280368.339336
  nChanged 47
		SP:Iteration 67Q (17936.510000 sec): 3 clusters
  Score: Raw -2291520.156190 + Penalty 11124.538868 = -2280395.617322
  nChanged 48
		SP:Iteration 68Q (17936.570000 sec): 3 clusters
  Score: Raw -2291546.433838 + Penalty 11124.538868 = -2280421.894970
  nChanged 38
		SP:Iteration 69Q (17936.630000 sec): 3 clusters
  Score: Raw -2291568.515054 + Penalty 11124.538868 = -2280443.976186
  nChanged 36
		SP:Iteration 70Q (17936.690000 sec): 3 clusters
  Score: Raw -2291585.347556 + Penalty 11124.538868 = -2280460.808688
  nChanged 22
		SP:Iteration 71Q (17936.760000 sec): 3 clusters
  Score: Raw -2291595.202716 + Penalty 11124.538868 = -2280470.663848
  nChanged 10
		SP:Iteration 72Q (17936.820000 sec): 3 clusters
  Score: Raw -2291600.275246 + Penalty 11124.538868 = -2280475.736378
  nChanged 11
		SP:Iteration 73Q (17936.880000 sec): 3 clusters
  Score: Raw -2291604.962796 + Penalty 11124.538868 = -2280480.423929
  nChanged 9
		SP:Iteration 74Q (17936.940000 sec): 3 clusters
  Score: Raw -2291609.611580 + Penalty 11124.538868 = -2280485.072712
  nChanged 10
		SP:Iteration 75Q (17937.000000 sec): 3 clusters
  Score: Raw -2291614.206998 + Penalty 11124.538868 = -2280489.668130
  nChanged 3
		SP:Iteration 76Q (17937.060000 sec): 3 clusters
  Score: Raw -2291615.926268 + Penalty 11124.538868 = -2280491.387401
  nChanged 9
		SP:Iteration 77Q (17937.120000 sec): 3 clusters
  Score: Raw -2291620.843203 + Penalty 11124.538868 = -2280496.304335
  nChanged 9
		SP:Iteration 78Q (17937.180000 sec): 3 clusters
  Score: Raw -2291625.525507 + Penalty 11124.538868 = -2280500.986639
  nChanged 9
		SP:Iteration 79Q (17937.240000 sec): 3 clusters
  Score: Raw -2291629.902778 + Penalty 11124.538868 = -2280505.363910
  nChanged 12
		SP:Iteration 80F (17937.310000 sec): 3 clusters
  Score: Raw -2291635.448996 + Penalty 11124.538868 = -2280510.910128
  nChanged 9
		SP:Iteration 81Q (17937.370000 sec): 3 clusters
  Score: Raw -2291638.962911 + Penalty 11124.538868 = -2280514.424043
  nChanged 6
		SP:Iteration 82Q (17937.430000 sec): 3 clusters
  Score: Raw -2291641.078718 + Penalty 11124.538868 = -2280516.539850
  nChanged 3
		SP:Iteration 83Q (17937.490000 sec): 3 clusters
  Score: Raw -2291642.306422 + Penalty 11124.538868 = -2280517.767554
  nChanged 4
		SP:Iteration 84Q (17937.550000 sec): 3 clusters
  Score: Raw -2291644.458980 + Penalty 11124.538868 = -2280519.920112
  nChanged 7
		SP:Iteration 85Q (17937.610000 sec): 3 clusters
  Score: Raw -2291647.521381 + Penalty 11124.538868 = -2280522.982514
  nChanged 5
		SP:Iteration 86Q (17937.670000 sec): 3 clusters
  Score: Raw -2291649.787648 + Penalty 11124.538868 = -2280525.248780
  nChanged 7
		SP:Iteration 87Q (17937.740000 sec): 3 clusters
  Score: Raw -2291652.197042 + Penalty 11124.538868 = -2280527.658174
  nChanged 3
		SP:Iteration 88Q (17937.800000 sec): 3 clusters
  Score: Raw -2291653.764736 + Penalty 11124.538868 = -2280529.225868
  nChanged 5
		SP:Iteration 89Q (17937.860000 sec): 3 clusters
  Score: Raw -2291655.776413 + Penalty 11124.538868 = -2280531.237546
  nChanged 5
		SP:Iteration 90Q (17937.920000 sec): 3 clusters
  Score: Raw -2291658.826353 + Penalty 11124.538868 = -2280534.287485
  nChanged 3
		SP:Iteration 91Q (17937.980000 sec): 3 clusters
  Score: Raw -2291660.550950 + Penalty 11124.538868 = -2280536.012082
  nChanged 1
		SP:Iteration 92Q (17938.040000 sec): 3 clusters
  Score: Raw -2291661.016468 + Penalty 11124.538868 = -2280536.477601
  nChanged 1
		SP:Iteration 93Q (17938.100000 sec): 3 clusters
  Score: Raw -2291661.489150 + Penalty 11124.538868 = -2280536.950282
  nChanged 0
		SP:Iteration 94F (17938.160000 sec): 3 clusters
  Score: Raw -2291661.489150 + Penalty 11124.538868 = -2280536.950282
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 21 (11763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17938.240000 sec): 2 clusters
  Score: Raw -3037950.741532 + Penalty 5740.787503 = -3032209.954029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17938.330000 sec): 3 clusters
  Score: Raw -3032412.653252 + Penalty 11481.575006 = -3020931.078245
  nChanged 4470
		SP:Iteration 1F (17938.420000 sec): 3 clusters
  Score: Raw -3035099.979920 + Penalty 11481.575006 = -3023618.404913
  nChanged 986
		SP:Iteration 2F (17938.510000 sec): 3 clusters
  Score: Raw -3035903.795293 + Penalty 11481.575006 = -3024422.220287
  nChanged 759
		SP:Iteration 3F (17938.600000 sec): 3 clusters
  Score: Raw -3036604.376828 + Penalty 11481.575006 = -3025122.801821
  nChanged 725
		SP:Iteration 4F (17938.680000 sec): 3 clusters
  Score: Raw -3037317.566276 + Penalty 11481.575006 = -3025835.991270
  nChanged 709
		SP:Iteration 5F (17938.770000 sec): 3 clusters
  Score: Raw -3038090.169970 + Penalty 11481.575006 = -3026608.594964
  nChanged 701
		SP:Iteration 6F (17938.860000 sec): 3 clusters
  Score: Raw -3038850.088525 + Penalty 11481.575006 = -3027368.513519
  nChanged 614
		SP:Iteration 7F (17938.940000 sec): 3 clusters
  Score: Raw -3039413.332491 + Penalty 11481.575006 = -3027931.757484
  nChanged 473
		SP:Iteration 8Q (17939.030000 sec): 3 clusters
  Score: Raw -3039766.755165 + Penalty 11481.575006 = -3028285.180159
  nChanged 340
		SP:Iteration 9Q (17939.120000 sec): 3 clusters
  Score: Raw -3040011.934820 + Penalty 11481.575006 = -3028530.359814
  nChanged 282
		SP:Iteration 10Q (17939.200000 sec): 3 clusters
  Score: Raw -3040176.048007 + Penalty 11481.575006 = -3028694.473001
  nChanged 215
		SP:Iteration 11Q (17939.280000 sec): 3 clusters
  Score: Raw -3040288.594477 + Penalty 11481.575006 = -3028807.019470
  nChanged 162
		SP:Iteration 12Q (17939.370000 sec): 3 clusters
  Score: Raw -3040370.522691 + Penalty 11481.575006 = -3028888.947684
  nChanged 130
		SP:Iteration 13Q (17939.450000 sec): 3 clusters
  Score: Raw -3040433.678997 + Penalty 11481.575006 = -3028952.103991
  nChanged 111
		SP:Iteration 14Q (17939.530000 sec): 3 clusters
  Score: Raw -3040478.589178 + Penalty 11481.575006 = -3028997.014171
  nChanged 81
		SP:Iteration 15Q (17939.620000 sec): 3 clusters
  Score: Raw -3040505.278275 + Penalty 11481.575006 = -3029023.703269
  nChanged 52
		SP:Iteration 16Q (17939.700000 sec): 3 clusters
  Score: Raw -3040521.333518 + Penalty 11481.575006 = -3029039.758511
  nChanged 36
		SP:Iteration 17Q (17939.780000 sec): 3 clusters
  Score: Raw -3040532.270054 + Penalty 11481.575006 = -3029050.695048
  nChanged 39
		SP:Iteration 18Q (17939.860000 sec): 3 clusters
  Score: Raw -3040544.230193 + Penalty 11481.575006 = -3029062.655187
  nChanged 28
		SP:Iteration 19Q (17939.940000 sec): 3 clusters
  Score: Raw -3040552.715848 + Penalty 11481.575006 = -3029071.140841
  nChanged 26
		SP:Iteration 20F (17940.030000 sec): 3 clusters
  Score: Raw -3040561.273279 + Penalty 11481.575006 = -3029079.698273
  nChanged 21
		SP:Iteration 21Q (17940.110000 sec): 3 clusters
  Score: Raw -3040565.830493 + Penalty 11481.575006 = -3029084.255486
  nChanged 15
		SP:Iteration 22Q (17940.200000 sec): 3 clusters
  Score: Raw -3040569.954473 + Penalty 11481.575006 = -3029088.379466
  nChanged 14
		SP:Iteration 23Q (17940.280000 sec): 3 clusters
  Score: Raw -3040573.952509 + Penalty 11481.575006 = -3029092.377502
  nChanged 6
		SP:Iteration 24Q (17940.360000 sec): 3 clusters
  Score: Raw -3040575.481475 + Penalty 11481.575006 = -3029093.906469
  nChanged 7
		SP:Iteration 25Q (17940.440000 sec): 3 clusters
  Score: Raw -3040577.011177 + Penalty 11481.575006 = -3029095.436171
  nChanged 6
		SP:Iteration 26Q (17940.520000 sec): 3 clusters
  Score: Raw -3040578.236690 + Penalty 11481.575006 = -3029096.661684
  nChanged 3
		SP:Iteration 27Q (17940.600000 sec): 3 clusters
  Score: Raw -3040579.153206 + Penalty 11481.575006 = -3029097.578199
  nChanged 2
		SP:Iteration 28Q (17940.690000 sec): 3 clusters
  Score: Raw -3040579.564240 + Penalty 11481.575006 = -3029097.989233
  nChanged 2
		SP:Iteration 29Q (17940.770000 sec): 3 clusters
  Score: Raw -3040579.936313 + Penalty 11481.575006 = -3029098.361307
  nChanged 0
		SP:Iteration 30F (17940.860000 sec): 3 clusters
  Score: Raw -3040579.936313 + Penalty 11481.575006 = -3029098.361307
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 22 (40167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17941.150000 sec): 2 clusters
  Score: Raw -10233653.695118 + Penalty 6492.990638 = -10227160.704480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17941.460000 sec): 3 clusters
  Score: Raw -10210985.539040 + Penalty 12985.981276 = -10197999.557764
  nChanged 17376
		SP:Iteration 1F (17941.770000 sec): 3 clusters
  Score: Raw -10220342.823824 + Penalty 12985.981276 = -10207356.842548
  nChanged 2443
		SP:Iteration 2F (17942.080000 sec): 3 clusters
  Score: Raw -10221510.821172 + Penalty 12985.981276 = -10208524.839896
  nChanged 2230
		SP:Iteration 3F (17942.380000 sec): 3 clusters
  Score: Raw -10222677.072329 + Penalty 12985.981276 = -10209691.091052
  nChanged 2108
		SP:Iteration 4F (17942.700000 sec): 3 clusters
  Score: Raw -10223913.551208 + Penalty 12985.981276 = -10210927.569932
  nChanged 2162
		SP:Iteration 5F (17943.000000 sec): 3 clusters
  Score: Raw -10225204.182876 + Penalty 12985.981276 = -10212218.201599
  nChanged 2083
		SP:Iteration 6F (17943.310000 sec): 3 clusters
  Score: Raw -10226470.905137 + Penalty 12985.981276 = -10213484.923861
  nChanged 1976
		SP:Iteration 7Q (17943.620000 sec): 3 clusters
  Score: Raw -10227706.958372 + Penalty 12985.981276 = -10214720.977096
  nChanged 1883
		SP:Iteration 8Q (17943.930000 sec): 3 clusters
  Score: Raw -10228879.986130 + Penalty 12985.981276 = -10215894.004853
  nChanged 1726
		SP:Iteration 9Q (17944.230000 sec): 3 clusters
  Score: Raw -10229968.904950 + Penalty 12985.981276 = -10216982.923673
  nChanged 1556
		SP:Iteration 10Q (17944.540000 sec): 3 clusters
  Score: Raw -10230931.292766 + Penalty 12985.981276 = -10217945.311490
  nChanged 1352
		SP:Iteration 11Q (17944.840000 sec): 3 clusters
  Score: Raw -10231786.876977 + Penalty 12985.981276 = -10218800.895700
  nChanged 1165
		SP:Iteration 12Q (17945.130000 sec): 3 clusters
  Score: Raw -10232550.380539 + Penalty 12985.981276 = -10219564.399262
  nChanged 998
		SP:Iteration 13Q (17945.410000 sec): 3 clusters
  Score: Raw -10233192.943306 + Penalty 12985.981276 = -10220206.962030
  nChanged 833
		SP:Iteration 14Q (17945.690000 sec): 3 clusters
  Score: Raw -10233666.244454 + Penalty 12985.981276 = -10220680.263178
  nChanged 634
		SP:Iteration 15Q (17945.960000 sec): 3 clusters
  Score: Raw -10234036.823784 + Penalty 12985.981276 = -10221050.842508
  nChanged 574
		SP:Iteration 16Q (17946.230000 sec): 3 clusters
  Score: Raw -10234359.057292 + Penalty 12985.981276 = -10221373.076016
  nChanged 463
		SP:Iteration 17Q (17946.490000 sec): 3 clusters
  Score: Raw -10234600.008538 + Penalty 12985.981276 = -10221614.027262
  nChanged 349
		SP:Iteration 18Q (17946.750000 sec): 3 clusters
  Score: Raw -10234781.396018 + Penalty 12985.981276 = -10221795.414742
  nChanged 315
		SP:Iteration 19Q (17947.010000 sec): 3 clusters
  Score: Raw -10234940.895223 + Penalty 12985.981276 = -10221954.913947
  nChanged 264
		SP:Iteration 20F (17947.310000 sec): 3 clusters
  Score: Raw -10235084.385101 + Penalty 12985.981276 = -10222098.403825
  nChanged 230
		SP:Iteration 21Q (17947.560000 sec): 3 clusters
  Score: Raw -10235199.443354 + Penalty 12985.981276 = -10222213.462077
  nChanged 199
		SP:Iteration 22Q (17947.810000 sec): 3 clusters
  Score: Raw -10235310.986347 + Penalty 12985.981276 = -10222325.005071
  nChanged 186
		SP:Iteration 23Q (17948.060000 sec): 3 clusters
  Score: Raw -10235424.117253 + Penalty 12985.981276 = -10222438.135977
  nChanged 163
		SP:Iteration 24Q (17948.300000 sec): 3 clusters
  Score: Raw -10235525.473652 + Penalty 12985.981276 = -10222539.492376
  nChanged 158
		SP:Iteration 25Q (17948.550000 sec): 3 clusters
  Score: Raw -10235622.786437 + Penalty 12985.981276 = -10222636.805161
  nChanged 137
		SP:Iteration 26Q (17948.790000 sec): 3 clusters
  Score: Raw -10235715.647090 + Penalty 12985.981276 = -10222729.665813
  nChanged 123
		SP:Iteration 27Q (17949.020000 sec): 3 clusters
  Score: Raw -10235797.488789 + Penalty 12985.981276 = -10222811.507513
  nChanged 109
		SP:Iteration 28Q (17949.260000 sec): 3 clusters
  Score: Raw -10235863.467932 + Penalty 12985.981276 = -10222877.486656
  nChanged 83
		SP:Iteration 29Q (17949.500000 sec): 3 clusters
  Score: Raw -10235907.567759 + Penalty 12985.981276 = -10222921.586483
  nChanged 72
		SP:Iteration 30Q (17949.730000 sec): 3 clusters
  Score: Raw -10235943.185802 + Penalty 12985.981276 = -10222957.204526
  nChanged 63
		SP:Iteration 31Q (17949.960000 sec): 3 clusters
  Score: Raw -10235974.665078 + Penalty 12985.981276 = -10222988.683802
  nChanged 66
		SP:Iteration 32Q (17950.190000 sec): 3 clusters
  Score: Raw -10236008.694627 + Penalty 12985.981276 = -10223022.713351
  nChanged 49
		SP:Iteration 33Q (17950.420000 sec): 3 clusters
  Score: Raw -10236033.443438 + Penalty 12985.981276 = -10223047.462161
  nChanged 48
		SP:Iteration 34Q (17950.660000 sec): 3 clusters
  Score: Raw -10236056.603206 + Penalty 12985.981276 = -10223070.621930
  nChanged 43
		SP:Iteration 35Q (17950.880000 sec): 3 clusters
  Score: Raw -10236076.045778 + Penalty 12985.981276 = -10223090.064502
  nChanged 39
		SP:Iteration 36Q (17951.120000 sec): 3 clusters
  Score: Raw -10236093.028821 + Penalty 12985.981276 = -10223107.047545
  nChanged 31
		SP:Iteration 37Q (17951.340000 sec): 3 clusters
  Score: Raw -10236106.110381 + Penalty 12985.981276 = -10223120.129105
  nChanged 20
		SP:Iteration 38Q (17951.580000 sec): 3 clusters
  Score: Raw -10236115.098213 + Penalty 12985.981276 = -10223129.116936
  nChanged 9
		SP:Iteration 39Q (17951.800000 sec): 3 clusters
  Score: Raw -10236119.071093 + Penalty 12985.981276 = -10223133.089816
  nChanged 10
		SP:Iteration 40F (17952.110000 sec): 3 clusters
  Score: Raw -10236122.719291 + Penalty 12985.981276 = -10223136.738015
  nChanged 7
		SP:Iteration 41Q (17952.340000 sec): 3 clusters
  Score: Raw -10236125.114852 + Penalty 12985.981276 = -10223139.133576
  nChanged 7
		SP:Iteration 42Q (17952.570000 sec): 3 clusters
  Score: Raw -10236127.425267 + Penalty 12985.981276 = -10223141.443991
  nChanged 5
		SP:Iteration 43Q (17952.800000 sec): 3 clusters
  Score: Raw -10236128.710638 + Penalty 12985.981276 = -10223142.729362
  nChanged 2
		SP:Iteration 44Q (17953.030000 sec): 3 clusters
  Score: Raw -10236129.691154 + Penalty 12985.981276 = -10223143.709878
  nChanged 2
		SP:Iteration 45Q (17953.260000 sec): 3 clusters
  Score: Raw -10236130.516549 + Penalty 12985.981276 = -10223144.535273
  nChanged 5
		SP:Iteration 46Q (17953.490000 sec): 3 clusters
  Score: Raw -10236131.654441 + Penalty 12985.981276 = -10223145.673165
  nChanged 2
		SP:Iteration 47Q (17953.720000 sec): 3 clusters
  Score: Raw -10236132.424815 + Penalty 12985.981276 = -10223146.443538
  nChanged 1
		SP:Iteration 48Q (17953.950000 sec): 3 clusters
  Score: Raw -10236133.399562 + Penalty 12985.981276 = -10223147.418285
  nChanged 2
		SP:Iteration 49Q (17954.180000 sec): 3 clusters
  Score: Raw -10236134.217459 + Penalty 12985.981276 = -10223148.236182
  nChanged 1
		SP:Iteration 50Q (17954.410000 sec): 3 clusters
  Score: Raw -10236134.687870 + Penalty 12985.981276 = -10223148.706594
  nChanged 2
		SP:Iteration 51Q (17954.640000 sec): 3 clusters
  Score: Raw -10236135.808870 + Penalty 12985.981276 = -10223149.827594
  nChanged 2
		SP:Iteration 52Q (17954.870000 sec): 3 clusters
  Score: Raw -10236136.179721 + Penalty 12985.981276 = -10223150.198445
  nChanged 0
		SP:Iteration 53F (17955.180000 sec): 3 clusters
  Score: Raw -10236136.179721 + Penalty 12985.981276 = -10223150.198445
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 23 (28424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17955.360000 sec): 2 clusters
  Score: Raw -7553711.012082 + Penalty 6281.180847 = -7547429.831235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17955.580000 sec): 3 clusters
  Score: Raw -7538123.981071 + Penalty 12562.361694 = -7525561.619378
  nChanged 11965
		SP:Iteration 1F (17955.800000 sec): 3 clusters
  Score: Raw -7544444.693718 + Penalty 12562.361694 = -7531882.332025
  nChanged 1798
		SP:Iteration 2F (17956.010000 sec): 3 clusters
  Score: Raw -7545269.998341 + Penalty 12562.361694 = -7532707.636648
  nChanged 1490
		SP:Iteration 3F (17956.230000 sec): 3 clusters
  Score: Raw -7546018.127569 + Penalty 12562.361694 = -7533455.765875
  nChanged 1383
		SP:Iteration 4Q (17956.450000 sec): 3 clusters
  Score: Raw -7546781.073779 + Penalty 12562.361694 = -7534218.712085
  nChanged 1406
		SP:Iteration 5Q (17956.660000 sec): 3 clusters
  Score: Raw -7547596.312069 + Penalty 12562.361694 = -7535033.950375
  nChanged 1429
		SP:Iteration 6F (17956.880000 sec): 3 clusters
  Score: Raw -7548425.853703 + Penalty 12562.361694 = -7535863.492009
  nChanged 1414
		SP:Iteration 7Q (17957.100000 sec): 3 clusters
  Score: Raw -7549272.187411 + Penalty 12562.361694 = -7536709.825718
  nChanged 1407
		SP:Iteration 8Q (17957.320000 sec): 3 clusters
  Score: Raw -7550166.355719 + Penalty 12562.361694 = -7537603.994025
  nChanged 1359
		SP:Iteration 9Q (17957.530000 sec): 3 clusters
  Score: Raw -7550967.613274 + Penalty 12562.361694 = -7538405.251581
  nChanged 1192
		SP:Iteration 10Q (17957.750000 sec): 3 clusters
  Score: Raw -7551621.094628 + Penalty 12562.361694 = -7539058.732934
  nChanged 1020
		SP:Iteration 11Q (17957.960000 sec): 3 clusters
  Score: Raw -7552132.952431 + Penalty 12562.361694 = -7539570.590737
  nChanged 854
		SP:Iteration 12Q (17958.180000 sec): 3 clusters
  Score: Raw -7552498.431756 + Penalty 12562.361694 = -7539936.070062
  nChanged 642
		SP:Iteration 13Q (17958.390000 sec): 3 clusters
  Score: Raw -7552746.499684 + Penalty 12562.361694 = -7540184.137990
  nChanged 547
		SP:Iteration 14Q (17958.610000 sec): 3 clusters
  Score: Raw -7552945.256200 + Penalty 12562.361694 = -7540382.894507
  nChanged 435
		SP:Iteration 15Q (17958.820000 sec): 3 clusters
  Score: Raw -7553099.085980 + Penalty 12562.361694 = -7540536.724286
  nChanged 400
		SP:Iteration 16Q (17959.040000 sec): 3 clusters
  Score: Raw -7553230.526834 + Penalty 12562.361694 = -7540668.165140
  nChanged 359
		SP:Iteration 17Q (17959.250000 sec): 3 clusters
  Score: Raw -7553343.692204 + Penalty 12562.361694 = -7540781.330511
  nChanged 309
		SP:Iteration 18Q (17959.470000 sec): 3 clusters
  Score: Raw -7553438.125398 + Penalty 12562.361694 = -7540875.763704
  nChanged 268
		SP:Iteration 19Q (17959.680000 sec): 3 clusters
  Score: Raw -7553520.874687 + Penalty 12562.361694 = -7540958.512993
  nChanged 275
		SP:Iteration 20F (17959.900000 sec): 3 clusters
  Score: Raw -7553606.477043 + Penalty 12562.361694 = -7541044.115349
  nChanged 273
		SP:Iteration 21Q (17960.110000 sec): 3 clusters
  Score: Raw -7553693.078178 + Penalty 12562.361694 = -7541130.716484
  nChanged 236
		SP:Iteration 22Q (17960.320000 sec): 3 clusters
  Score: Raw -7553762.229079 + Penalty 12562.361694 = -7541199.867385
  nChanged 219
		SP:Iteration 23Q (17960.540000 sec): 3 clusters
  Score: Raw -7553827.526053 + Penalty 12562.361694 = -7541265.164359
  nChanged 228
		SP:Iteration 24Q (17960.760000 sec): 3 clusters
  Score: Raw -7553903.144736 + Penalty 12562.361694 = -7541340.783043
  nChanged 224
		SP:Iteration 25Q (17960.970000 sec): 3 clusters
  Score: Raw -7553973.015324 + Penalty 12562.361694 = -7541410.653630
  nChanged 219
		SP:Iteration 26Q (17961.180000 sec): 3 clusters
  Score: Raw -7554045.688039 + Penalty 12562.361694 = -7541483.326346
  nChanged 205
		SP:Iteration 27Q (17961.400000 sec): 3 clusters
  Score: Raw -7554111.350931 + Penalty 12562.361694 = -7541548.989237
  nChanged 176
		SP:Iteration 28Q (17961.610000 sec): 3 clusters
  Score: Raw -7554166.070692 + Penalty 12562.361694 = -7541603.708998
  nChanged 157
		SP:Iteration 29Q (17961.820000 sec): 3 clusters
  Score: Raw -7554212.345458 + Penalty 12562.361694 = -7541649.983764
  nChanged 147
		SP:Iteration 30Q (17962.040000 sec): 3 clusters
  Score: Raw -7554254.549294 + Penalty 12562.361694 = -7541692.187601
  nChanged 131
		SP:Iteration 31Q (17962.250000 sec): 3 clusters
  Score: Raw -7554292.470425 + Penalty 12562.361694 = -7541730.108732
  nChanged 121
		SP:Iteration 32Q (17962.460000 sec): 3 clusters
  Score: Raw -7554330.871331 + Penalty 12562.361694 = -7541768.509637
  nChanged 125
		SP:Iteration 33Q (17962.670000 sec): 3 clusters
  Score: Raw -7554369.409251 + Penalty 12562.361694 = -7541807.047557
  nChanged 116
		SP:Iteration 34Q (17962.880000 sec): 3 clusters
  Score: Raw -7554410.658019 + Penalty 12562.361694 = -7541848.296325
  nChanged 116
		SP:Iteration 35Q (17963.100000 sec): 3 clusters
  Score: Raw -7554450.952359 + Penalty 12562.361694 = -7541888.590665
  nChanged 127
		SP:Iteration 36Q (17963.310000 sec): 3 clusters
  Score: Raw -7554497.848258 + Penalty 12562.361694 = -7541935.486564
  nChanged 119
		SP:Iteration 37Q (17963.520000 sec): 3 clusters
  Score: Raw -7554539.198950 + Penalty 12562.361694 = -7541976.837256
  nChanged 100
		SP:Iteration 38Q (17963.730000 sec): 3 clusters
  Score: Raw -7554576.364123 + Penalty 12562.361694 = -7542014.002429
  nChanged 100
		SP:Iteration 39Q (17963.940000 sec): 3 clusters
  Score: Raw -7554608.065243 + Penalty 12562.361694 = -7542045.703550
  nChanged 78
		SP:Iteration 40F (17964.150000 sec): 3 clusters
  Score: Raw -7554634.626375 + Penalty 12562.361694 = -7542072.264682
  nChanged 73
		SP:Iteration 41Q (17964.360000 sec): 3 clusters
  Score: Raw -7554659.162309 + Penalty 12562.361694 = -7542096.800615
  nChanged 71
		SP:Iteration 42Q (17964.570000 sec): 3 clusters
  Score: Raw -7554684.778301 + Penalty 12562.361694 = -7542122.416607
  nChanged 72
		SP:Iteration 43Q (17964.780000 sec): 3 clusters
  Score: Raw -7554707.901278 + Penalty 12562.361694 = -7542145.539584
  nChanged 52
		SP:Iteration 44Q (17964.990000 sec): 3 clusters
  Score: Raw -7554723.156801 + Penalty 12562.361694 = -7542160.795107
  nChanged 43
		SP:Iteration 45Q (17965.190000 sec): 3 clusters
  Score: Raw -7554736.613298 + Penalty 12562.361694 = -7542174.251604
  nChanged 36
		SP:Iteration 46Q (17965.400000 sec): 3 clusters
  Score: Raw -7554747.073481 + Penalty 12562.361694 = -7542184.711787
  nChanged 31
		SP:Iteration 47Q (17965.610000 sec): 3 clusters
  Score: Raw -7554756.979757 + Penalty 12562.361694 = -7542194.618063
  nChanged 41
		SP:Iteration 48Q (17965.810000 sec): 3 clusters
  Score: Raw -7554770.599663 + Penalty 12562.361694 = -7542208.237969
  nChanged 39
		SP:Iteration 49Q (17966.020000 sec): 3 clusters
  Score: Raw -7554782.670474 + Penalty 12562.361694 = -7542220.308780
  nChanged 50
		SP:Iteration 50Q (17966.230000 sec): 3 clusters
  Score: Raw -7554798.135939 + Penalty 12562.361694 = -7542235.774245
  nChanged 36
		SP:Iteration 51Q (17966.430000 sec): 3 clusters
  Score: Raw -7554808.495806 + Penalty 12562.361694 = -7542246.134112
  nChanged 40
		SP:Iteration 52Q (17966.630000 sec): 3 clusters
  Score: Raw -7554821.226034 + Penalty 12562.361694 = -7542258.864340
  nChanged 29
		SP:Iteration 53Q (17966.840000 sec): 3 clusters
  Score: Raw -7554830.916780 + Penalty 12562.361694 = -7542268.555086
  nChanged 31
		SP:Iteration 54Q (17967.050000 sec): 3 clusters
  Score: Raw -7554841.779395 + Penalty 12562.361694 = -7542279.417702
  nChanged 36
		SP:Iteration 55Q (17967.250000 sec): 3 clusters
  Score: Raw -7554854.272942 + Penalty 12562.361694 = -7542291.911249
  nChanged 35
		SP:Iteration 56Q (17967.450000 sec): 3 clusters
  Score: Raw -7554866.570660 + Penalty 12562.361694 = -7542304.208966
  nChanged 37
		SP:Iteration 57Q (17967.650000 sec): 3 clusters
  Score: Raw -7554880.053167 + Penalty 12562.361694 = -7542317.691473
  nChanged 34
		SP:Iteration 58Q (17967.860000 sec): 3 clusters
  Score: Raw -7554890.748683 + Penalty 12562.361694 = -7542328.386989
  nChanged 30
		SP:Iteration 59Q (17968.060000 sec): 3 clusters
  Score: Raw -7554901.545854 + Penalty 12562.361694 = -7542339.184160
  nChanged 33
		SP:Iteration 60F (17968.280000 sec): 3 clusters
  Score: Raw -7554911.779770 + Penalty 12562.361694 = -7542349.418076
  nChanged 30
		SP:Iteration 61Q (17968.480000 sec): 3 clusters
  Score: Raw -7554920.963353 + Penalty 12562.361694 = -7542358.601660
  nChanged 19
		SP:Iteration 62Q (17968.680000 sec): 3 clusters
  Score: Raw -7554926.778304 + Penalty 12562.361694 = -7542364.416611
  nChanged 11
		SP:Iteration 63Q (17968.890000 sec): 3 clusters
  Score: Raw -7554930.587643 + Penalty 12562.361694 = -7542368.225949
  nChanged 14
		SP:Iteration 64Q (17969.090000 sec): 3 clusters
  Score: Raw -7554936.587151 + Penalty 12562.361694 = -7542374.225457
  nChanged 15
		SP:Iteration 65Q (17969.290000 sec): 3 clusters
  Score: Raw -7554942.398682 + Penalty 12562.361694 = -7542380.036989
  nChanged 15
		SP:Iteration 66Q (17969.490000 sec): 3 clusters
  Score: Raw -7554947.877999 + Penalty 12562.361694 = -7542385.516305
  nChanged 11
		SP:Iteration 67Q (17969.690000 sec): 3 clusters
  Score: Raw -7554951.492867 + Penalty 12562.361694 = -7542389.131174
  nChanged 14
		SP:Iteration 68Q (17969.890000 sec): 3 clusters
  Score: Raw -7554956.631002 + Penalty 12562.361694 = -7542394.269308
  nChanged 15
		SP:Iteration 69Q (17970.090000 sec): 3 clusters
  Score: Raw -7554960.970808 + Penalty 12562.361694 = -7542398.609114
  nChanged 5
		SP:Iteration 70Q (17970.290000 sec): 3 clusters
  Score: Raw -7554962.382135 + Penalty 12562.361694 = -7542400.020441
  nChanged 7
		SP:Iteration 71Q (17970.490000 sec): 3 clusters
  Score: Raw -7554964.144946 + Penalty 12562.361694 = -7542401.783253
  nChanged 6
		SP:Iteration 72Q (17970.700000 sec): 3 clusters
  Score: Raw -7554965.885697 + Penalty 12562.361694 = -7542403.524004
  nChanged 6
		SP:Iteration 73Q (17970.900000 sec): 3 clusters
  Score: Raw -7554968.190819 + Penalty 12562.361694 = -7542405.829125
  nChanged 9
		SP:Iteration 74Q (17971.100000 sec): 3 clusters
  Score: Raw -7554971.416780 + Penalty 12562.361694 = -7542409.055087
  nChanged 9
		SP:Iteration 75Q (17971.300000 sec): 3 clusters
  Score: Raw -7554975.173966 + Penalty 12562.361694 = -7542412.812272
  nChanged 10
		SP:Iteration 76Q (17971.500000 sec): 3 clusters
  Score: Raw -7554978.889778 + Penalty 12562.361694 = -7542416.528085
  nChanged 9
		SP:Iteration 77Q (17971.700000 sec): 3 clusters
  Score: Raw -7554981.149639 + Penalty 12562.361694 = -7542418.787946
  nChanged 5
		SP:Iteration 78Q (17971.900000 sec): 3 clusters
  Score: Raw -7554982.346757 + Penalty 12562.361694 = -7542419.985064
  nChanged 4
		SP:Iteration 79Q (17972.100000 sec): 3 clusters
  Score: Raw -7554983.495412 + Penalty 12562.361694 = -7542421.133718
  nChanged 4
		SP:Iteration 80F (17972.310000 sec): 3 clusters
  Score: Raw -7554984.517231 + Penalty 12562.361694 = -7542422.155538
  nChanged 4
		SP:Iteration 81Q (17972.510000 sec): 3 clusters
  Score: Raw -7554985.634464 + Penalty 12562.361694 = -7542423.272771
  nChanged 5
		SP:Iteration 82Q (17972.720000 sec): 3 clusters
  Score: Raw -7554986.968436 + Penalty 12562.361694 = -7542424.606742
  nChanged 2
		SP:Iteration 83Q (17972.920000 sec): 3 clusters
  Score: Raw -7554987.279897 + Penalty 12562.361694 = -7542424.918203
  nChanged 2
		SP:Iteration 84Q (17973.120000 sec): 3 clusters
  Score: Raw -7554987.963557 + Penalty 12562.361694 = -7542425.601864
  nChanged 1
		SP:Iteration 85Q (17973.320000 sec): 3 clusters
  Score: Raw -7554988.334668 + Penalty 12562.361694 = -7542425.972974
  nChanged 5
		SP:Iteration 86Q (17973.520000 sec): 3 clusters
  Score: Raw -7554989.819935 + Penalty 12562.361694 = -7542427.458242
  nChanged 2
		SP:Iteration 87Q (17973.720000 sec): 3 clusters
  Score: Raw -7554990.358145 + Penalty 12562.361694 = -7542427.996452
  nChanged 0
		SP:Iteration 88F (17973.930000 sec): 3 clusters
  Score: Raw -7554990.358145 + Penalty 12562.361694 = -7542427.996452
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 24 (17818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17974.060000 sec): 2 clusters
  Score: Raw -4709220.744240 + Penalty 5995.128233 = -4703225.616007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17974.190000 sec): 3 clusters
  Score: Raw -4700077.106625 + Penalty 11990.256465 = -4688086.850160
  nChanged 7062
		SP:Iteration 1F (17974.330000 sec): 3 clusters
  Score: Raw -4703879.329506 + Penalty 11990.256465 = -4691889.073041
  nChanged 1290
		SP:Iteration 2F (17974.470000 sec): 3 clusters
  Score: Raw -4704597.482201 + Penalty 11990.256465 = -4692607.225736
  nChanged 959
		SP:Iteration 3F (17974.600000 sec): 3 clusters
  Score: Raw -4705085.735498 + Penalty 11990.256465 = -4693095.479033
  nChanged 758
		SP:Iteration 4Q (17974.740000 sec): 3 clusters
  Score: Raw -4705447.304068 + Penalty 11990.256465 = -4693457.047602
  nChanged 654
		SP:Iteration 5Q (17974.880000 sec): 3 clusters
  Score: Raw -4705731.877007 + Penalty 11990.256465 = -4693741.620542
  nChanged 528
		SP:Iteration 6Q (17975.010000 sec): 3 clusters
  Score: Raw -4705944.070779 + Penalty 11990.256465 = -4693953.814314
  nChanged 452
		SP:Iteration 7Q (17975.150000 sec): 3 clusters
  Score: Raw -4706127.183527 + Penalty 11990.256465 = -4694136.927062
  nChanged 433
		SP:Iteration 8Q (17975.290000 sec): 3 clusters
  Score: Raw -4706317.372207 + Penalty 11990.256465 = -4694327.115742
  nChanged 431
		SP:Iteration 9Q (17975.420000 sec): 3 clusters
  Score: Raw -4706518.614526 + Penalty 11990.256465 = -4694528.358061
  nChanged 440
		SP:Iteration 10Q (17975.560000 sec): 3 clusters
  Score: Raw -4706740.922946 + Penalty 11990.256465 = -4694750.666481
  nChanged 446
		SP:Iteration 11Q (17975.690000 sec): 3 clusters
  Score: Raw -4706994.028358 + Penalty 11990.256465 = -4695003.771893
  nChanged 509
		SP:Iteration 12Q (17975.830000 sec): 3 clusters
  Score: Raw -4707287.987576 + Penalty 11990.256465 = -4695297.731110
  nChanged 512
		SP:Iteration 13Q (17975.960000 sec): 3 clusters
  Score: Raw -4707587.598684 + Penalty 11990.256465 = -4695597.342219
  nChanged 516
		SP:Iteration 14Q (17976.100000 sec): 3 clusters
  Score: Raw -4707859.815843 + Penalty 11990.256465 = -4695869.559378
  nChanged 488
		SP:Iteration 15Q (17976.230000 sec): 3 clusters
  Score: Raw -4708093.051791 + Penalty 11990.256465 = -4696102.795326
  nChanged 451
		SP:Iteration 16Q (17976.370000 sec): 3 clusters
  Score: Raw -4708302.523000 + Penalty 11990.256465 = -4696312.266534
  nChanged 398
		SP:Iteration 17Q (17976.500000 sec): 3 clusters
  Score: Raw -4708478.811401 + Penalty 11990.256465 = -4696488.554936
  nChanged 358
		SP:Iteration 18Q (17976.630000 sec): 3 clusters
  Score: Raw -4708639.027199 + Penalty 11990.256465 = -4696648.770734
  nChanged 347
		SP:Iteration 19Q (17976.770000 sec): 3 clusters
  Score: Raw -4708781.035985 + Penalty 11990.256465 = -4696790.779520
  nChanged 321
		SP:Iteration 20F (17976.900000 sec): 3 clusters
  Score: Raw -4708924.487137 + Penalty 11990.256465 = -4696934.230672
  nChanged 285
		SP:Iteration 21Q (17977.030000 sec): 3 clusters
  Score: Raw -4709043.385227 + Penalty 11990.256465 = -4697053.128762
  nChanged 257
		SP:Iteration 22Q (17977.170000 sec): 3 clusters
  Score: Raw -4709152.073157 + Penalty 11990.256465 = -4697161.816692
  nChanged 237
		SP:Iteration 23Q (17977.300000 sec): 3 clusters
  Score: Raw -4709254.845393 + Penalty 11990.256465 = -4697264.588928
  nChanged 248
		SP:Iteration 24Q (17977.430000 sec): 3 clusters
  Score: Raw -4709348.513319 + Penalty 11990.256465 = -4697358.256854
  nChanged 210
		SP:Iteration 25Q (17977.560000 sec): 3 clusters
  Score: Raw -4709421.913691 + Penalty 11990.256465 = -4697431.657226
  nChanged 174
		SP:Iteration 26Q (17977.690000 sec): 3 clusters
  Score: Raw -4709481.671736 + Penalty 11990.256465 = -4697491.415271
  nChanged 169
		SP:Iteration 27Q (17977.820000 sec): 3 clusters
  Score: Raw -4709536.345786 + Penalty 11990.256465 = -4697546.089321
  nChanged 165
		SP:Iteration 28Q (17977.950000 sec): 3 clusters
  Score: Raw -4709592.091727 + Penalty 11990.256465 = -4697601.835262
  nChanged 158
		SP:Iteration 29Q (17978.080000 sec): 3 clusters
  Score: Raw -4709650.415292 + Penalty 11990.256465 = -4697660.158826
  nChanged 164
		SP:Iteration 30Q (17978.210000 sec): 3 clusters
  Score: Raw -4709708.076900 + Penalty 11990.256465 = -4697717.820434
  nChanged 167
		SP:Iteration 31Q (17978.340000 sec): 3 clusters
  Score: Raw -4709765.592152 + Penalty 11990.256465 = -4697775.335687
  nChanged 141
		SP:Iteration 32Q (17978.470000 sec): 3 clusters
  Score: Raw -4709818.286812 + Penalty 11990.256465 = -4697828.030346
  nChanged 140
		SP:Iteration 33Q (17978.600000 sec): 3 clusters
  Score: Raw -4709863.216495 + Penalty 11990.256465 = -4697872.960030
  nChanged 99
		SP:Iteration 34Q (17978.730000 sec): 3 clusters
  Score: Raw -4709893.266569 + Penalty 11990.256465 = -4697903.010104
  nChanged 82
		SP:Iteration 35Q (17978.860000 sec): 3 clusters
  Score: Raw -4709916.797429 + Penalty 11990.256465 = -4697926.540964
  nChanged 75
		SP:Iteration 36Q (17978.990000 sec): 3 clusters
  Score: Raw -4709937.776045 + Penalty 11990.256465 = -4697947.519580
  nChanged 73
		SP:Iteration 37Q (17979.120000 sec): 3 clusters
  Score: Raw -4709959.386005 + Penalty 11990.256465 = -4697969.129540
  nChanged 76
		SP:Iteration 38Q (17979.250000 sec): 3 clusters
  Score: Raw -4709979.698590 + Penalty 11990.256465 = -4697989.442125
  nChanged 63
		SP:Iteration 39Q (17979.380000 sec): 3 clusters
  Score: Raw -4709995.052686 + Penalty 11990.256465 = -4698004.796221
  nChanged 52
		SP:Iteration 40F (17979.510000 sec): 3 clusters
  Score: Raw -4710007.234360 + Penalty 11990.256465 = -4698016.977895
  nChanged 48
		SP:Iteration 41Q (17979.640000 sec): 3 clusters
  Score: Raw -4710018.061551 + Penalty 11990.256465 = -4698027.805086
  nChanged 42
		SP:Iteration 42Q (17979.770000 sec): 3 clusters
  Score: Raw -4710028.714284 + Penalty 11990.256465 = -4698038.457819
  nChanged 43
		SP:Iteration 43Q (17979.900000 sec): 3 clusters
  Score: Raw -4710039.820624 + Penalty 11990.256465 = -4698049.564159
  nChanged 50
		SP:Iteration 44Q (17980.030000 sec): 3 clusters
  Score: Raw -4710052.438580 + Penalty 11990.256465 = -4698062.182115
  nChanged 45
		SP:Iteration 45Q (17980.160000 sec): 3 clusters
  Score: Raw -4710062.537919 + Penalty 11990.256465 = -4698072.281454
  nChanged 37
		SP:Iteration 46Q (17980.290000 sec): 3 clusters
  Score: Raw -4710071.099850 + Penalty 11990.256465 = -4698080.843385
  nChanged 39
		SP:Iteration 47Q (17980.410000 sec): 3 clusters
  Score: Raw -4710080.870621 + Penalty 11990.256465 = -4698090.614156
  nChanged 42
		SP:Iteration 48Q (17980.540000 sec): 3 clusters
  Score: Raw -4710091.084834 + Penalty 11990.256465 = -4698100.828369
  nChanged 33
		SP:Iteration 49Q (17980.670000 sec): 3 clusters
  Score: Raw -4710099.019318 + Penalty 11990.256465 = -4698108.762853
  nChanged 41
		SP:Iteration 50Q (17980.790000 sec): 3 clusters
  Score: Raw -4710108.829863 + Penalty 11990.256465 = -4698118.573398
  nChanged 44
		SP:Iteration 51Q (17980.920000 sec): 3 clusters
  Score: Raw -4710119.187710 + Penalty 11990.256465 = -4698128.931245
  nChanged 35
		SP:Iteration 52Q (17981.050000 sec): 3 clusters
  Score: Raw -4710126.659579 + Penalty 11990.256465 = -4698136.403114
  nChanged 27
		SP:Iteration 53Q (17981.180000 sec): 3 clusters
  Score: Raw -4710132.774336 + Penalty 11990.256465 = -4698142.517871
  nChanged 31
		SP:Iteration 54Q (17981.310000 sec): 3 clusters
  Score: Raw -4710139.365777 + Penalty 11990.256465 = -4698149.109312
  nChanged 22
		SP:Iteration 55Q (17981.430000 sec): 3 clusters
  Score: Raw -4710143.654150 + Penalty 11990.256465 = -4698153.397684
  nChanged 23
		SP:Iteration 56Q (17981.560000 sec): 3 clusters
  Score: Raw -4710148.646654 + Penalty 11990.256465 = -4698158.390189
  nChanged 23
		SP:Iteration 57Q (17981.690000 sec): 3 clusters
  Score: Raw -4710153.158120 + Penalty 11990.256465 = -4698162.901654
  nChanged 15
		SP:Iteration 58Q (17981.810000 sec): 3 clusters
  Score: Raw -4710155.724237 + Penalty 11990.256465 = -4698165.467772
  nChanged 16
		SP:Iteration 59Q (17981.940000 sec): 3 clusters
  Score: Raw -4710159.574343 + Penalty 11990.256465 = -4698169.317878
  nChanged 24
		SP:Iteration 60F (17982.080000 sec): 3 clusters
  Score: Raw -4710164.379921 + Penalty 11990.256465 = -4698174.123456
  nChanged 20
		SP:Iteration 61Q (17982.210000 sec): 3 clusters
  Score: Raw -4710168.396815 + Penalty 11990.256465 = -4698178.140350
  nChanged 15
		SP:Iteration 62Q (17982.330000 sec): 3 clusters
  Score: Raw -4710171.509061 + Penalty 11990.256465 = -4698181.252596
  nChanged 7
		SP:Iteration 63Q (17982.460000 sec): 3 clusters
  Score: Raw -4710172.792129 + Penalty 11990.256465 = -4698182.535664
  nChanged 4
		SP:Iteration 64Q (17982.590000 sec): 3 clusters
  Score: Raw -4710173.299131 + Penalty 11990.256465 = -4698183.042665
  nChanged 5
		SP:Iteration 65Q (17982.710000 sec): 3 clusters
  Score: Raw -4710174.285995 + Penalty 11990.256465 = -4698184.029530
  nChanged 7
		SP:Iteration 66Q (17982.840000 sec): 3 clusters
  Score: Raw -4710175.848472 + Penalty 11990.256465 = -4698185.592006
  nChanged 15
		SP:Iteration 67Q (17982.970000 sec): 3 clusters
  Score: Raw -4710179.067282 + Penalty 11990.256465 = -4698188.810817
  nChanged 14
		SP:Iteration 68Q (17983.090000 sec): 3 clusters
  Score: Raw -4710181.892567 + Penalty 11990.256465 = -4698191.636102
  nChanged 13
		SP:Iteration 69Q (17983.220000 sec): 3 clusters
  Score: Raw -4710184.745474 + Penalty 11990.256465 = -4698194.489009
  nChanged 12
		SP:Iteration 70Q (17983.350000 sec): 3 clusters
  Score: Raw -4710187.328762 + Penalty 11990.256465 = -4698197.072297
  nChanged 14
		SP:Iteration 71Q (17983.480000 sec): 3 clusters
  Score: Raw -4710189.603958 + Penalty 11990.256465 = -4698199.347492
  nChanged 11
		SP:Iteration 72Q (17983.610000 sec): 3 clusters
  Score: Raw -4710191.465379 + Penalty 11990.256465 = -4698201.208914
  nChanged 6
		SP:Iteration 73Q (17983.730000 sec): 3 clusters
  Score: Raw -4710192.304102 + Penalty 11990.256465 = -4698202.047637
  nChanged 2
		SP:Iteration 74Q (17983.860000 sec): 3 clusters
  Score: Raw -4710192.596821 + Penalty 11990.256465 = -4698202.340356
  nChanged 3
		SP:Iteration 75Q (17983.990000 sec): 3 clusters
  Score: Raw -4710193.113879 + Penalty 11990.256465 = -4698202.857414
  nChanged 2
		SP:Iteration 76Q (17984.120000 sec): 3 clusters
  Score: Raw -4710193.515624 + Penalty 11990.256465 = -4698203.259159
  nChanged 3
		SP:Iteration 77Q (17984.240000 sec): 3 clusters
  Score: Raw -4710194.026117 + Penalty 11990.256465 = -4698203.769651
  nChanged 3
		SP:Iteration 78Q (17984.370000 sec): 3 clusters
  Score: Raw -4710194.527824 + Penalty 11990.256465 = -4698204.271359
  nChanged 3
		SP:Iteration 79Q (17984.500000 sec): 3 clusters
  Score: Raw -4710195.070092 + Penalty 11990.256465 = -4698204.813627
  nChanged 2
		SP:Iteration 80F (17984.640000 sec): 3 clusters
  Score: Raw -4710195.421905 + Penalty 11990.256465 = -4698205.165439
  nChanged 1
		SP:Iteration 81Q (17984.770000 sec): 3 clusters
  Score: Raw -4710195.699616 + Penalty 11990.256465 = -4698205.443151
  nChanged 0
		SP:Iteration 82F (17984.900000 sec): 3 clusters
  Score: Raw -4710195.699616 + Penalty 11990.256465 = -4698205.443151
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 25 (44537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17985.200000 sec): 2 clusters
  Score: Raw -11686497.462516 + Penalty 6556.246295 = -11679941.216221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17985.550000 sec): 3 clusters
  Score: Raw -11661102.665868 + Penalty 13112.492590 = -11647990.173279
  nChanged 19252
		SP:Iteration 1F (17985.890000 sec): 3 clusters
  Score: Raw -11671188.172440 + Penalty 13112.492590 = -11658075.679851
  nChanged 2359
		SP:Iteration 2F (17986.230000 sec): 3 clusters
  Score: Raw -11672038.802567 + Penalty 13112.492590 = -11658926.309978
  nChanged 1940
		SP:Iteration 3Q (17986.570000 sec): 3 clusters
  Score: Raw -11672708.835105 + Penalty 13112.492590 = -11659596.342515
  nChanged 1663
		SP:Iteration 4Q (17986.910000 sec): 3 clusters
  Score: Raw -11673325.543230 + Penalty 13112.492590 = -11660213.050641
  nChanged 1607
		SP:Iteration 5Q (17987.260000 sec): 3 clusters
  Score: Raw -11673978.064656 + Penalty 13112.492590 = -11660865.572066
  nChanged 1604
		SP:Iteration 6Q (17987.600000 sec): 3 clusters
  Score: Raw -11674710.907712 + Penalty 13112.492590 = -11661598.415123
  nChanged 1658
		SP:Iteration 7Q (17987.940000 sec): 3 clusters
  Score: Raw -11675565.463158 + Penalty 13112.492590 = -11662452.970568
  nChanged 1849
		SP:Iteration 8Q (17988.290000 sec): 3 clusters
  Score: Raw -11676509.952832 + Penalty 13112.492590 = -11663397.460242
  nChanged 2021
		SP:Iteration 9Q (17988.630000 sec): 3 clusters
  Score: Raw -11677567.624810 + Penalty 13112.492590 = -11664455.132220
  nChanged 2163
		SP:Iteration 10Q (17988.960000 sec): 3 clusters
  Score: Raw -11678711.994076 + Penalty 13112.492590 = -11665599.501486
  nChanged 2231
		SP:Iteration 11F (17989.310000 sec): 3 clusters
  Score: Raw -11679910.671665 + Penalty 13112.492590 = -11666798.179076
  nChanged 2175
		SP:Iteration 12Q (17989.650000 sec): 3 clusters
  Score: Raw -11681036.641539 + Penalty 13112.492590 = -11667924.148950
  nChanged 1982
		SP:Iteration 13Q (17989.980000 sec): 3 clusters
  Score: Raw -11682026.723704 + Penalty 13112.492590 = -11668914.231114
  nChanged 1685
		SP:Iteration 14Q (17990.320000 sec): 3 clusters
  Score: Raw -11682811.152059 + Penalty 13112.492590 = -11669698.659469
  nChanged 1353
		SP:Iteration 15Q (17990.650000 sec): 3 clusters
  Score: Raw -11683366.491278 + Penalty 13112.492590 = -11670253.998689
  nChanged 1083
		SP:Iteration 16Q (17990.990000 sec): 3 clusters
  Score: Raw -11683752.013130 + Penalty 13112.492590 = -11670639.520540
  nChanged 793
		SP:Iteration 17Q (17991.320000 sec): 3 clusters
  Score: Raw -11683992.445180 + Penalty 13112.492590 = -11670879.952591
  nChanged 612
		SP:Iteration 18Q (17991.660000 sec): 3 clusters
  Score: Raw -11684159.269227 + Penalty 13112.492590 = -11671046.776638
  nChanged 518
		SP:Iteration 19Q (17991.990000 sec): 3 clusters
  Score: Raw -11684289.700298 + Penalty 13112.492590 = -11671177.207709
  nChanged 475
		SP:Iteration 20F (17992.330000 sec): 3 clusters
  Score: Raw -11684413.702607 + Penalty 13112.492590 = -11671301.210018
  nChanged 438
		SP:Iteration 21Q (17992.670000 sec): 3 clusters
  Score: Raw -11684523.660844 + Penalty 13112.492590 = -11671411.168254
  nChanged 427
		SP:Iteration 22Q (17993.010000 sec): 3 clusters
  Score: Raw -11684631.149421 + Penalty 13112.492590 = -11671518.656831
  nChanged 419
		SP:Iteration 23Q (17993.350000 sec): 3 clusters
  Score: Raw -11684749.264629 + Penalty 13112.492590 = -11671636.772040
  nChanged 431
		SP:Iteration 24Q (17993.680000 sec): 3 clusters
  Score: Raw -11684870.919734 + Penalty 13112.492590 = -11671758.427144
  nChanged 442
		SP:Iteration 25Q (17994.020000 sec): 3 clusters
  Score: Raw -11685001.933241 + Penalty 13112.492590 = -11671889.440651
  nChanged 478
		SP:Iteration 26Q (17994.360000 sec): 3 clusters
  Score: Raw -11685150.067142 + Penalty 13112.492590 = -11672037.574553
  nChanged 470
		SP:Iteration 27Q (17994.690000 sec): 3 clusters
  Score: Raw -11685301.619265 + Penalty 13112.492590 = -11672189.126675
  nChanged 472
		SP:Iteration 28Q (17995.030000 sec): 3 clusters
  Score: Raw -11685458.246125 + Penalty 13112.492590 = -11672345.753535
  nChanged 458
		SP:Iteration 29Q (17995.370000 sec): 3 clusters
  Score: Raw -11685615.784721 + Penalty 13112.492590 = -11672503.292132
  nChanged 464
		SP:Iteration 30Q (17995.710000 sec): 3 clusters
  Score: Raw -11685784.376708 + Penalty 13112.492590 = -11672671.884118
  nChanged 424
		SP:Iteration 31Q (17996.050000 sec): 3 clusters
  Score: Raw -11685945.576783 + Penalty 13112.492590 = -11672833.084193
  nChanged 430
		SP:Iteration 32Q (17996.380000 sec): 3 clusters
  Score: Raw -11686133.975158 + Penalty 13112.492590 = -11673021.482568
  nChanged 438
		SP:Iteration 33Q (17996.720000 sec): 3 clusters
  Score: Raw -11686340.307700 + Penalty 13112.492590 = -11673227.815110
  nChanged 411
		SP:Iteration 34Q (17997.050000 sec): 3 clusters
  Score: Raw -11686580.829849 + Penalty 13112.492590 = -11673468.337260
  nChanged 427
		SP:Iteration 35Q (17997.380000 sec): 3 clusters
  Score: Raw -11686879.108784 + Penalty 13112.492590 = -11673766.616194
  nChanged 390
		SP:Iteration 36Q (17997.710000 sec): 3 clusters
  Score: Raw -11687255.143348 + Penalty 13112.492590 = -11674142.650758
  nChanged 353
		SP:Iteration 37Q (17998.040000 sec): 3 clusters
  Score: Raw -11687746.294781 + Penalty 13112.492590 = -11674633.802191
  nChanged 265
		SP:Iteration 38Q (17998.340000 sec): 3 clusters
  Score: Raw -11688272.789294 + Penalty 13112.492590 = -11675160.296704
  nChanged 222
		SP:Iteration 39Q (17998.630000 sec): 3 clusters
  Score: Raw -11688562.988246 + Penalty 13112.492590 = -11675450.495656
  nChanged 172
		SP:Iteration 40F (17998.970000 sec): 3 clusters
  Score: Raw -11688667.334751 + Penalty 13112.492590 = -11675554.842161
  nChanged 127
		SP:Iteration 41Q (17999.230000 sec): 3 clusters
  Score: Raw -11688724.703055 + Penalty 13112.492590 = -11675612.210466
  nChanged 90
		SP:Iteration 42Q (17999.490000 sec): 3 clusters
  Score: Raw -11688758.584953 + Penalty 13112.492590 = -11675646.092364
  nChanged 58
		SP:Iteration 43Q (17999.750000 sec): 3 clusters
  Score: Raw -11688778.542979 + Penalty 13112.492590 = -11675666.050389
  nChanged 50
		SP:Iteration 44Q (18000.010000 sec): 3 clusters
  Score: Raw -11688794.143118 + Penalty 13112.492590 = -11675681.650529
  nChanged 43
		SP:Iteration 45Q (18000.270000 sec): 3 clusters
  Score: Raw -11688805.418497 + Penalty 13112.492590 = -11675692.925907
  nChanged 30
		SP:Iteration 46Q (18000.520000 sec): 3 clusters
  Score: Raw -11688813.682813 + Penalty 13112.492590 = -11675701.190224
  nChanged 30
		SP:Iteration 47Q (18000.770000 sec): 3 clusters
  Score: Raw -11688821.300575 + Penalty 13112.492590 = -11675708.807985
  nChanged 17
		SP:Iteration 48Q (18001.030000 sec): 3 clusters
  Score: Raw -11688826.195168 + Penalty 13112.492590 = -11675713.702578
  nChanged 18
		SP:Iteration 49Q (18001.280000 sec): 3 clusters
  Score: Raw -11688830.711149 + Penalty 13112.492590 = -11675718.218559
  nChanged 17
		SP:Iteration 50Q (18001.540000 sec): 3 clusters
  Score: Raw -11688835.182500 + Penalty 13112.492590 = -11675722.689911
  nChanged 17
		SP:Iteration 51Q (18001.790000 sec): 3 clusters
  Score: Raw -11688839.244110 + Penalty 13112.492590 = -11675726.751521
  nChanged 20
		SP:Iteration 52Q (18002.050000 sec): 3 clusters
  Score: Raw -11688844.237059 + Penalty 13112.492590 = -11675731.744470
  nChanged 17
		SP:Iteration 53Q (18002.300000 sec): 3 clusters
  Score: Raw -11688848.624225 + Penalty 13112.492590 = -11675736.131636
  nChanged 14
		SP:Iteration 54Q (18002.550000 sec): 3 clusters
  Score: Raw -11688852.266267 + Penalty 13112.492590 = -11675739.773678
  nChanged 14
		SP:Iteration 55Q (18002.810000 sec): 3 clusters
  Score: Raw -11688856.401143 + Penalty 13112.492590 = -11675743.908554
  nChanged 19
		SP:Iteration 56Q (18003.060000 sec): 3 clusters
  Score: Raw -11688862.054257 + Penalty 13112.492590 = -11675749.561667
  nChanged 9
		SP:Iteration 57Q (18003.310000 sec): 3 clusters
  Score: Raw -11688864.459335 + Penalty 13112.492590 = -11675751.966745
  nChanged 7
		SP:Iteration 58Q (18003.570000 sec): 3 clusters
  Score: Raw -11688866.698208 + Penalty 13112.492590 = -11675754.205619
  nChanged 6
		SP:Iteration 59Q (18003.820000 sec): 3 clusters
  Score: Raw -11688868.110951 + Penalty 13112.492590 = -11675755.618361
  nChanged 5
		SP:Iteration 60F (18004.160000 sec): 3 clusters
  Score: Raw -11688870.124328 + Penalty 13112.492590 = -11675757.631738
  nChanged 5
		SP:Iteration 61Q (18004.410000 sec): 3 clusters
  Score: Raw -11688871.828852 + Penalty 13112.492590 = -11675759.336262
  nChanged 4
		SP:Iteration 62Q (18004.670000 sec): 3 clusters
  Score: Raw -11688872.899331 + Penalty 13112.492590 = -11675760.406741
  nChanged 1
		SP:Iteration 63Q (18004.920000 sec): 3 clusters
  Score: Raw -11688873.211553 + Penalty 13112.492590 = -11675760.718963
  nChanged 3
		SP:Iteration 64Q (18005.170000 sec): 3 clusters
  Score: Raw -11688873.870048 + Penalty 13112.492590 = -11675761.377459
  nChanged 3
		SP:Iteration 65Q (18005.430000 sec): 3 clusters
  Score: Raw -11688874.741563 + Penalty 13112.492590 = -11675762.248974
  nChanged 1
		SP:Iteration 66Q (18005.680000 sec): 3 clusters
  Score: Raw -11688875.012772 + Penalty 13112.492590 = -11675762.520183
  nChanged 0
		SP:Iteration 67F (18006.020000 sec): 3 clusters
  Score: Raw -11688875.012772 + Penalty 13112.492590 = -11675762.520183
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 26 (4683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18006.080000 sec): 2 clusters
  Score: Raw -1204436.832838 + Penalty 5176.662703 = -1199260.170135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18006.110000 sec): 3 clusters
  Score: Raw -1202763.525309 + Penalty 10353.325406 = -1192410.199903
  nChanged 1415
		SP:Iteration 1F (18006.150000 sec): 3 clusters
  Score: Raw -1203955.348815 + Penalty 10353.325406 = -1193602.023409
  nChanged 375
		SP:Iteration 2F (18006.180000 sec): 3 clusters
  Score: Raw -1204420.296330 + Penalty 10353.325406 = -1194066.970924
  nChanged 267
		SP:Iteration 3F (18006.220000 sec): 3 clusters
  Score: Raw -1204736.715039 + Penalty 10353.325406 = -1194383.389633
  nChanged 190
		SP:Iteration 4Q (18006.250000 sec): 3 clusters
  Score: Raw -1204950.366781 + Penalty 10353.325406 = -1194597.041375
  nChanged 162
		SP:Iteration 5Q (18006.290000 sec): 3 clusters
  Score: Raw -1205114.013157 + Penalty 10353.325406 = -1194760.687751
  nChanged 120
		SP:Iteration 6Q (18006.320000 sec): 3 clusters
  Score: Raw -1205263.576525 + Penalty 10353.325406 = -1194910.251119
  nChanged 131
		SP:Iteration 7Q (18006.350000 sec): 3 clusters
  Score: Raw -1205399.593513 + Penalty 10353.325406 = -1195046.268107
  nChanged 105
		SP:Iteration 8Q (18006.380000 sec): 3 clusters
  Score: Raw -1205502.647833 + Penalty 10353.325406 = -1195149.322427
  nChanged 69
		SP:Iteration 9Q (18006.420000 sec): 3 clusters
  Score: Raw -1205561.155092 + Penalty 10353.325406 = -1195207.829686
  nChanged 64
		SP:Iteration 10Q (18006.450000 sec): 3 clusters
  Score: Raw -1205615.734773 + Penalty 10353.325406 = -1195262.409367
  nChanged 49
		SP:Iteration 11Q (18006.480000 sec): 3 clusters
  Score: Raw -1205656.849020 + Penalty 10353.325406 = -1195303.523614
  nChanged 43
		SP:Iteration 12Q (18006.510000 sec): 3 clusters
  Score: Raw -1205686.741453 + Penalty 10353.325406 = -1195333.416046
  nChanged 36
		SP:Iteration 13Q (18006.550000 sec): 3 clusters
  Score: Raw -1205712.137998 + Penalty 10353.325406 = -1195358.812592
  nChanged 29
		SP:Iteration 14Q (18006.580000 sec): 3 clusters
  Score: Raw -1205732.343524 + Penalty 10353.325406 = -1195379.018118
  nChanged 23
		SP:Iteration 15Q (18006.610000 sec): 3 clusters
  Score: Raw -1205748.276459 + Penalty 10353.325406 = -1195394.951053
  nChanged 24
		SP:Iteration 16Q (18006.640000 sec): 3 clusters
  Score: Raw -1205763.008815 + Penalty 10353.325406 = -1195409.683409
  nChanged 13
		SP:Iteration 17Q (18006.670000 sec): 3 clusters
  Score: Raw -1205772.177950 + Penalty 10353.325406 = -1195418.852544
  nChanged 17
		SP:Iteration 18Q (18006.710000 sec): 3 clusters
  Score: Raw -1205782.539359 + Penalty 10353.325406 = -1195429.213953
  nChanged 14
		SP:Iteration 19Q (18006.740000 sec): 3 clusters
  Score: Raw -1205790.681800 + Penalty 10353.325406 = -1195437.356394
  nChanged 9
		SP:Iteration 20F (18006.770000 sec): 3 clusters
  Score: Raw -1205796.104807 + Penalty 10353.325406 = -1195442.779401
  nChanged 18
		SP:Iteration 21Q (18006.810000 sec): 3 clusters
  Score: Raw -1205810.446616 + Penalty 10353.325406 = -1195457.121210
  nChanged 14
		SP:Iteration 22Q (18006.840000 sec): 3 clusters
  Score: Raw -1205824.095362 + Penalty 10353.325406 = -1195470.769956
  nChanged 11
		SP:Iteration 23Q (18006.870000 sec): 3 clusters
  Score: Raw -1205831.431655 + Penalty 10353.325406 = -1195478.106249
  nChanged 7
		SP:Iteration 24Q (18006.900000 sec): 3 clusters
  Score: Raw -1205836.058450 + Penalty 10353.325406 = -1195482.733044
  nChanged 6
		SP:Iteration 25Q (18006.930000 sec): 3 clusters
  Score: Raw -1205838.768239 + Penalty 10353.325406 = -1195485.442832
  nChanged 2
		SP:Iteration 26Q (18006.970000 sec): 3 clusters
  Score: Raw -1205840.927245 + Penalty 10353.325406 = -1195487.601839
  nChanged 3
		SP:Iteration 27Q (18007.000000 sec): 3 clusters
  Score: Raw -1205842.807577 + Penalty 10353.325406 = -1195489.482171
  nChanged 7
		SP:Iteration 28Q (18007.030000 sec): 3 clusters
  Score: Raw -1205846.548904 + Penalty 10353.325406 = -1195493.223497
  nChanged 5
		SP:Iteration 29Q (18007.070000 sec): 3 clusters
  Score: Raw -1205850.314654 + Penalty 10353.325406 = -1195496.989248
  nChanged 8
		SP:Iteration 30Q (18007.100000 sec): 3 clusters
  Score: Raw -1205855.494637 + Penalty 10353.325406 = -1195502.169230
  nChanged 8
		SP:Iteration 31Q (18007.130000 sec): 3 clusters
  Score: Raw -1205861.647163 + Penalty 10353.325406 = -1195508.321756
  nChanged 7
		SP:Iteration 32Q (18007.160000 sec): 3 clusters
  Score: Raw -1205865.313852 + Penalty 10353.325406 = -1195511.988446
  nChanged 5
		SP:Iteration 33Q (18007.190000 sec): 3 clusters
  Score: Raw -1205868.114440 + Penalty 10353.325406 = -1195514.789033
  nChanged 7
		SP:Iteration 34Q (18007.230000 sec): 3 clusters
  Score: Raw -1205872.785506 + Penalty 10353.325406 = -1195519.460100
  nChanged 5
		SP:Iteration 35Q (18007.260000 sec): 3 clusters
  Score: Raw -1205877.207415 + Penalty 10353.325406 = -1195523.882008
  nChanged 8
		SP:Iteration 36Q (18007.290000 sec): 3 clusters
  Score: Raw -1205882.245299 + Penalty 10353.325406 = -1195528.919893
  nChanged 8
		SP:Iteration 37Q (18007.320000 sec): 3 clusters
  Score: Raw -1205887.364432 + Penalty 10353.325406 = -1195534.039026
  nChanged 6
		SP:Iteration 38Q (18007.350000 sec): 3 clusters
  Score: Raw -1205892.092145 + Penalty 10353.325406 = -1195538.766739
  nChanged 14
		SP:Iteration 39Q (18007.390000 sec): 3 clusters
  Score: Raw -1205900.445709 + Penalty 10353.325406 = -1195547.120303
  nChanged 16
		SP:Iteration 40F (18007.420000 sec): 3 clusters
  Score: Raw -1205911.562294 + Penalty 10353.325406 = -1195558.236888
  nChanged 18
		SP:Iteration 41Q (18007.450000 sec): 3 clusters
  Score: Raw -1205924.229706 + Penalty 10353.325406 = -1195570.904300
  nChanged 16
		SP:Iteration 42Q (18007.490000 sec): 3 clusters
  Score: Raw -1205933.432178 + Penalty 10353.325406 = -1195580.106772
  nChanged 13
		SP:Iteration 43Q (18007.520000 sec): 3 clusters
  Score: Raw -1205940.885673 + Penalty 10353.325406 = -1195587.560267
  nChanged 11
		SP:Iteration 44Q (18007.550000 sec): 3 clusters
  Score: Raw -1205948.385614 + Penalty 10353.325406 = -1195595.060208
  nChanged 4
		SP:Iteration 45Q (18007.590000 sec): 3 clusters
  Score: Raw -1205951.348980 + Penalty 10353.325406 = -1195598.023574
  nChanged 5
		SP:Iteration 46Q (18007.620000 sec): 3 clusters
  Score: Raw -1205954.485870 + Penalty 10353.325406 = -1195601.160464
  nChanged 6
		SP:Iteration 47Q (18007.650000 sec): 3 clusters
  Score: Raw -1205959.109564 + Penalty 10353.325406 = -1195605.784158
  nChanged 8
		SP:Iteration 48Q (18007.680000 sec): 3 clusters
  Score: Raw -1205966.248444 + Penalty 10353.325406 = -1195612.923038
  nChanged 8
		SP:Iteration 49Q (18007.710000 sec): 3 clusters
  Score: Raw -1205969.840143 + Penalty 10353.325406 = -1195616.514737
  nChanged 8
		SP:Iteration 50Q (18007.750000 sec): 3 clusters
  Score: Raw -1205975.208728 + Penalty 10353.325406 = -1195621.883322
  nChanged 6
		SP:Iteration 51Q (18007.780000 sec): 3 clusters
  Score: Raw -1205979.688244 + Penalty 10353.325406 = -1195626.362837
  nChanged 12
		SP:Iteration 52Q (18007.810000 sec): 3 clusters
  Score: Raw -1205989.290479 + Penalty 10353.325406 = -1195635.965072
  nChanged 12
		SP:Iteration 53Q (18007.840000 sec): 3 clusters
  Score: Raw -1205998.444042 + Penalty 10353.325406 = -1195645.118636
  nChanged 13
		SP:Iteration 54Q (18007.870000 sec): 3 clusters
  Score: Raw -1206007.858829 + Penalty 10353.325406 = -1195654.533423
  nChanged 15
		SP:Iteration 55Q (18007.910000 sec): 3 clusters
  Score: Raw -1206016.912275 + Penalty 10353.325406 = -1195663.586869
  nChanged 14
		SP:Iteration 56Q (18007.940000 sec): 3 clusters
  Score: Raw -1206027.694058 + Penalty 10353.325406 = -1195674.368652
  nChanged 19
		SP:Iteration 57Q (18007.970000 sec): 3 clusters
  Score: Raw -1206042.446717 + Penalty 10353.325406 = -1195689.121311
  nChanged 11
		SP:Iteration 58Q (18008.000000 sec): 3 clusters
  Score: Raw -1206049.207602 + Penalty 10353.325406 = -1195695.882196
  nChanged 9
		SP:Iteration 59Q (18008.030000 sec): 3 clusters
  Score: Raw -1206055.010317 + Penalty 10353.325406 = -1195701.684911
  nChanged 9
		SP:Iteration 60F (18008.060000 sec): 3 clusters
  Score: Raw -1206060.953756 + Penalty 10353.325406 = -1195707.628350
  nChanged 6
		SP:Iteration 61Q (18008.090000 sec): 3 clusters
  Score: Raw -1206064.597759 + Penalty 10353.325406 = -1195711.272352
  nChanged 7
		SP:Iteration 62Q (18008.130000 sec): 3 clusters
  Score: Raw -1206068.413095 + Penalty 10353.325406 = -1195715.087689
  nChanged 5
		SP:Iteration 63Q (18008.160000 sec): 3 clusters
  Score: Raw -1206070.272341 + Penalty 10353.325406 = -1195716.946934
  nChanged 5
		SP:Iteration 64Q (18008.190000 sec): 3 clusters
  Score: Raw -1206072.418648 + Penalty 10353.325406 = -1195719.093242
  nChanged 4
		SP:Iteration 65Q (18008.220000 sec): 3 clusters
  Score: Raw -1206076.088104 + Penalty 10353.325406 = -1195722.762698
  nChanged 8
		SP:Iteration 66Q (18008.250000 sec): 3 clusters
  Score: Raw -1206080.570522 + Penalty 10353.325406 = -1195727.245116
  nChanged 7
		SP:Iteration 67Q (18008.290000 sec): 3 clusters
  Score: Raw -1206085.760263 + Penalty 10353.325406 = -1195732.434856
  nChanged 7
		SP:Iteration 68Q (18008.320000 sec): 3 clusters
  Score: Raw -1206089.586159 + Penalty 10353.325406 = -1195736.260753
  nChanged 6
		SP:Iteration 69Q (18008.350000 sec): 3 clusters
  Score: Raw -1206095.253657 + Penalty 10353.325406 = -1195741.928250
  nChanged 6
		SP:Iteration 70Q (18008.380000 sec): 3 clusters
  Score: Raw -1206101.017785 + Penalty 10353.325406 = -1195747.692379
  nChanged 10
		SP:Iteration 71Q (18008.410000 sec): 3 clusters
  Score: Raw -1206108.506438 + Penalty 10353.325406 = -1195755.181031
  nChanged 14
		SP:Iteration 72Q (18008.450000 sec): 3 clusters
  Score: Raw -1206117.324836 + Penalty 10353.325406 = -1195763.999430
  nChanged 7
		SP:Iteration 73Q (18008.480000 sec): 3 clusters
  Score: Raw -1206121.628801 + Penalty 10353.325406 = -1195768.303395
  nChanged 5
		SP:Iteration 74Q (18008.510000 sec): 3 clusters
  Score: Raw -1206124.966401 + Penalty 10353.325406 = -1195771.640995
  nChanged 3
		SP:Iteration 75Q (18008.540000 sec): 3 clusters
  Score: Raw -1206126.874018 + Penalty 10353.325406 = -1195773.548612
  nChanged 1
		SP:Iteration 76Q (18008.570000 sec): 3 clusters
  Score: Raw -1206127.673529 + Penalty 10353.325406 = -1195774.348123
  nChanged 2
		SP:Iteration 77Q (18008.600000 sec): 3 clusters
  Score: Raw -1206128.563727 + Penalty 10353.325406 = -1195775.238321
  nChanged 1
		SP:Iteration 78Q (18008.630000 sec): 3 clusters
  Score: Raw -1206129.250393 + Penalty 10353.325406 = -1195775.924986
  nChanged 0
		SP:Iteration 79F (18008.670000 sec): 3 clusters
  Score: Raw -1206129.250393 + Penalty 10353.325406 = -1195775.924986
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 27 (9426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18008.730000 sec): 2 clusters
  Score: Raw -2454466.607044 + Penalty 5605.126603 = -2448861.480441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18008.810000 sec): 3 clusters
  Score: Raw -2450244.723048 + Penalty 11210.253207 = -2439034.469841
  nChanged 3401
		SP:Iteration 1F (18008.870000 sec): 3 clusters
  Score: Raw -2452246.892165 + Penalty 11210.253207 = -2441036.638958
  nChanged 712
		SP:Iteration 2F (18008.950000 sec): 3 clusters
  Score: Raw -2452684.896929 + Penalty 11210.253207 = -2441474.643723
  nChanged 431
		SP:Iteration 3Q (18009.010000 sec): 3 clusters
  Score: Raw -2452924.861273 + Penalty 11210.253207 = -2441714.608067
  nChanged 294
		SP:Iteration 4Q (18009.090000 sec): 3 clusters
  Score: Raw -2453079.959190 + Penalty 11210.253207 = -2441869.705984
  nChanged 229
		SP:Iteration 5Q (18009.150000 sec): 3 clusters
  Score: Raw -2453185.833740 + Penalty 11210.253207 = -2441975.580534
  nChanged 170
		SP:Iteration 6Q (18009.230000 sec): 3 clusters
  Score: Raw -2453262.171833 + Penalty 11210.253207 = -2442051.918627
  nChanged 144
		SP:Iteration 7Q (18009.290000 sec): 3 clusters
  Score: Raw -2453331.948186 + Penalty 11210.253207 = -2442121.694979
  nChanged 136
		SP:Iteration 8Q (18009.370000 sec): 3 clusters
  Score: Raw -2453391.624742 + Penalty 11210.253207 = -2442181.371535
  nChanged 119
		SP:Iteration 9Q (18009.430000 sec): 3 clusters
  Score: Raw -2453441.896613 + Penalty 11210.253207 = -2442231.643406
  nChanged 94
		SP:Iteration 10Q (18009.510000 sec): 3 clusters
  Score: Raw -2453473.889607 + Penalty 11210.253207 = -2442263.636400
  nChanged 59
		SP:Iteration 11Q (18009.580000 sec): 3 clusters
  Score: Raw -2453496.852148 + Penalty 11210.253207 = -2442286.598942
  nChanged 65
		SP:Iteration 12Q (18009.650000 sec): 3 clusters
  Score: Raw -2453519.210562 + Penalty 11210.253207 = -2442308.957355
  nChanged 55
		SP:Iteration 13Q (18009.720000 sec): 3 clusters
  Score: Raw -2453540.264745 + Penalty 11210.253207 = -2442330.011538
  nChanged 59
		SP:Iteration 14Q (18009.790000 sec): 3 clusters
  Score: Raw -2453563.466152 + Penalty 11210.253207 = -2442353.212946
  nChanged 59
		SP:Iteration 15Q (18009.860000 sec): 3 clusters
  Score: Raw -2453588.154449 + Penalty 11210.253207 = -2442377.901242
  nChanged 61
		SP:Iteration 16Q (18009.930000 sec): 3 clusters
  Score: Raw -2453616.157413 + Penalty 11210.253207 = -2442405.904206
  nChanged 62
		SP:Iteration 17Q (18010.000000 sec): 3 clusters
  Score: Raw -2453640.381365 + Penalty 11210.253207 = -2442430.128159
  nChanged 77
		SP:Iteration 18Q (18010.070000 sec): 3 clusters
  Score: Raw -2453668.809857 + Penalty 11210.253207 = -2442458.556650
  nChanged 76
		SP:Iteration 19Q (18010.140000 sec): 3 clusters
  Score: Raw -2453699.510598 + Penalty 11210.253207 = -2442489.257391
  nChanged 80
		SP:Iteration 20F (18010.210000 sec): 3 clusters
  Score: Raw -2453732.846901 + Penalty 11210.253207 = -2442522.593694
  nChanged 86
		SP:Iteration 21Q (18010.280000 sec): 3 clusters
  Score: Raw -2453770.770751 + Penalty 11210.253207 = -2442560.517544
  nChanged 76
		SP:Iteration 22Q (18010.350000 sec): 3 clusters
  Score: Raw -2453801.404267 + Penalty 11210.253207 = -2442591.151060
  nChanged 80
		SP:Iteration 23Q (18010.420000 sec): 3 clusters
  Score: Raw -2453834.468745 + Penalty 11210.253207 = -2442624.215538
  nChanged 77
		SP:Iteration 24Q (18010.480000 sec): 3 clusters
  Score: Raw -2453866.421908 + Penalty 11210.253207 = -2442656.168702
  nChanged 77
		SP:Iteration 25Q (18010.560000 sec): 3 clusters
  Score: Raw -2453898.182068 + Penalty 11210.253207 = -2442687.928861
  nChanged 83
		SP:Iteration 26Q (18010.620000 sec): 3 clusters
  Score: Raw -2453935.724720 + Penalty 11210.253207 = -2442725.471513
  nChanged 97
		SP:Iteration 27Q (18010.690000 sec): 3 clusters
  Score: Raw -2453979.214581 + Penalty 11210.253207 = -2442768.961375
  nChanged 87
		SP:Iteration 28Q (18010.760000 sec): 3 clusters
  Score: Raw -2454014.429565 + Penalty 11210.253207 = -2442804.176358
  nChanged 86
		SP:Iteration 29Q (18010.830000 sec): 3 clusters
  Score: Raw -2454048.459131 + Penalty 11210.253207 = -2442838.205924
  nChanged 75
		SP:Iteration 30Q (18010.900000 sec): 3 clusters
  Score: Raw -2454079.487078 + Penalty 11210.253207 = -2442869.233871
  nChanged 69
		SP:Iteration 31Q (18010.970000 sec): 3 clusters
  Score: Raw -2454109.809796 + Penalty 11210.253207 = -2442899.556589
  nChanged 74
		SP:Iteration 32Q (18011.040000 sec): 3 clusters
  Score: Raw -2454140.721794 + Penalty 11210.253207 = -2442930.468588
  nChanged 78
		SP:Iteration 33Q (18011.110000 sec): 3 clusters
  Score: Raw -2454174.789325 + Penalty 11210.253207 = -2442964.536118
  nChanged 92
		SP:Iteration 34Q (18011.180000 sec): 3 clusters
  Score: Raw -2454217.927710 + Penalty 11210.253207 = -2443007.674503
  nChanged 93
		SP:Iteration 35Q (18011.250000 sec): 3 clusters
  Score: Raw -2454263.364235 + Penalty 11210.253207 = -2443053.111029
  nChanged 99
		SP:Iteration 36Q (18011.320000 sec): 3 clusters
  Score: Raw -2454315.488434 + Penalty 11210.253207 = -2443105.235227
  nChanged 110
		SP:Iteration 37Q (18011.390000 sec): 3 clusters
  Score: Raw -2454373.936979 + Penalty 11210.253207 = -2443163.683772
  nChanged 114
		SP:Iteration 38Q (18011.460000 sec): 3 clusters
  Score: Raw -2454434.132990 + Penalty 11210.253207 = -2443223.879783
  nChanged 108
		SP:Iteration 39Q (18011.520000 sec): 3 clusters
  Score: Raw -2454493.314300 + Penalty 11210.253207 = -2443283.061093
  nChanged 111
		SP:Iteration 40F (18011.590000 sec): 3 clusters
  Score: Raw -2454554.502550 + Penalty 11210.253207 = -2443344.249344
  nChanged 105
		SP:Iteration 41Q (18011.660000 sec): 3 clusters
  Score: Raw -2454612.748168 + Penalty 11210.253207 = -2443402.494962
  nChanged 98
		SP:Iteration 42Q (18011.730000 sec): 3 clusters
  Score: Raw -2454676.546090 + Penalty 11210.253207 = -2443466.292884
  nChanged 100
		SP:Iteration 43Q (18011.800000 sec): 3 clusters
  Score: Raw -2454737.013874 + Penalty 11210.253207 = -2443526.760668
  nChanged 106
		SP:Iteration 44Q (18011.870000 sec): 3 clusters
  Score: Raw -2454803.204739 + Penalty 11210.253207 = -2443592.951532
  nChanged 100
		SP:Iteration 45Q (18011.940000 sec): 3 clusters
  Score: Raw -2454863.437637 + Penalty 11210.253207 = -2443653.184430
  nChanged 78
		SP:Iteration 46Q (18012.000000 sec): 3 clusters
  Score: Raw -2454914.369467 + Penalty 11210.253207 = -2443704.116261
  nChanged 78
		SP:Iteration 47Q (18012.070000 sec): 3 clusters
  Score: Raw -2454971.956770 + Penalty 11210.253207 = -2443761.703564
  nChanged 79
		SP:Iteration 48Q (18012.140000 sec): 3 clusters
  Score: Raw -2455025.809551 + Penalty 11210.253207 = -2443815.556345
  nChanged 67
		SP:Iteration 49Q (18012.210000 sec): 3 clusters
  Score: Raw -2455070.985062 + Penalty 11210.253207 = -2443860.731855
  nChanged 54
		SP:Iteration 50Q (18012.280000 sec): 3 clusters
  Score: Raw -2455108.303096 + Penalty 11210.253207 = -2443898.049889
  nChanged 64
		SP:Iteration 51Q (18012.340000 sec): 3 clusters
  Score: Raw -2455156.812237 + Penalty 11210.253207 = -2443946.559030
  nChanged 70
		SP:Iteration 52Q (18012.410000 sec): 3 clusters
  Score: Raw -2455209.735369 + Penalty 11210.253207 = -2443999.482162
  nChanged 64
		SP:Iteration 53Q (18012.480000 sec): 3 clusters
  Score: Raw -2455253.686617 + Penalty 11210.253207 = -2444043.433410
  nChanged 52
		SP:Iteration 54Q (18012.540000 sec): 3 clusters
  Score: Raw -2455298.408222 + Penalty 11210.253207 = -2444088.155015
  nChanged 49
		SP:Iteration 55Q (18012.610000 sec): 3 clusters
  Score: Raw -2455334.214662 + Penalty 11210.253207 = -2444123.961455
  nChanged 44
		SP:Iteration 56Q (18012.670000 sec): 3 clusters
  Score: Raw -2455368.477416 + Penalty 11210.253207 = -2444158.224209
  nChanged 30
		SP:Iteration 57Q (18012.740000 sec): 3 clusters
  Score: Raw -2455389.214098 + Penalty 11210.253207 = -2444178.960892
  nChanged 26
		SP:Iteration 58Q (18012.800000 sec): 3 clusters
  Score: Raw -2455407.852813 + Penalty 11210.253207 = -2444197.599606
  nChanged 20
		SP:Iteration 59Q (18012.870000 sec): 3 clusters
  Score: Raw -2455423.177500 + Penalty 11210.253207 = -2444212.924293
  nChanged 16
		SP:Iteration 60F (18012.940000 sec): 3 clusters
  Score: Raw -2455435.819672 + Penalty 11210.253207 = -2444225.566466
  nChanged 22
		SP:Iteration 61Q (18013.000000 sec): 3 clusters
  Score: Raw -2455449.326112 + Penalty 11210.253207 = -2444239.072905
  nChanged 17
		SP:Iteration 62Q (18013.060000 sec): 3 clusters
  Score: Raw -2455460.865547 + Penalty 11210.253207 = -2444250.612340
  nChanged 15
		SP:Iteration 63Q (18013.130000 sec): 3 clusters
  Score: Raw -2455472.790531 + Penalty 11210.253207 = -2444262.537324
  nChanged 12
		SP:Iteration 64Q (18013.190000 sec): 3 clusters
  Score: Raw -2455481.079537 + Penalty 11210.253207 = -2444270.826330
  nChanged 9
		SP:Iteration 65Q (18013.260000 sec): 3 clusters
  Score: Raw -2455486.637364 + Penalty 11210.253207 = -2444276.384157
  nChanged 6
		SP:Iteration 66Q (18013.320000 sec): 3 clusters
  Score: Raw -2455489.705247 + Penalty 11210.253207 = -2444279.452040
  nChanged 2
		SP:Iteration 67Q (18013.380000 sec): 3 clusters
  Score: Raw -2455490.724552 + Penalty 11210.253207 = -2444280.471345
  nChanged 0
		SP:Iteration 68F (18013.450000 sec): 3 clusters
  Score: Raw -2455490.724552 + Penalty 11210.253207 = -2444280.471345
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 28 (33498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18013.690000 sec): 2 clusters
  Score: Raw -8942039.741023 + Penalty 6381.785121 = -8935657.955901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18013.940000 sec): 3 clusters
  Score: Raw -8923415.894338 + Penalty 12763.570243 = -8910652.324095
  nChanged 14292
		SP:Iteration 1F (18014.200000 sec): 3 clusters
  Score: Raw -8930937.999267 + Penalty 12763.570243 = -8918174.429024
  nChanged 1992
		SP:Iteration 2F (18014.460000 sec): 3 clusters
  Score: Raw -8931764.937228 + Penalty 12763.570243 = -8919001.366986
  nChanged 1662
		SP:Iteration 3Q (18014.720000 sec): 3 clusters
  Score: Raw -8932493.588408 + Penalty 12763.570243 = -8919730.018166
  nChanged 1558
		SP:Iteration 4Q (18014.980000 sec): 3 clusters
  Score: Raw -8933279.011319 + Penalty 12763.570243 = -8920515.441076
  nChanged 1693
		SP:Iteration 5F (18015.240000 sec): 3 clusters
  Score: Raw -8934319.639995 + Penalty 12763.570243 = -8921556.069752
  nChanged 1927
		SP:Iteration 6F (18015.500000 sec): 3 clusters
  Score: Raw -8935615.939497 + Penalty 12763.570243 = -8922852.369254
  nChanged 2000
		SP:Iteration 7F (18015.760000 sec): 3 clusters
  Score: Raw -8937023.362010 + Penalty 12763.570243 = -8924259.791767
  nChanged 2050
		SP:Iteration 8F (18016.010000 sec): 3 clusters
  Score: Raw -8938406.650277 + Penalty 12763.570243 = -8925643.080034
  nChanged 1764
		SP:Iteration 9F (18016.270000 sec): 3 clusters
  Score: Raw -8939448.073355 + Penalty 12763.570243 = -8926684.503112
  nChanged 1412
		SP:Iteration 10Q (18016.530000 sec): 3 clusters
  Score: Raw -8940164.500142 + Penalty 12763.570243 = -8927400.929899
  nChanged 1014
		SP:Iteration 11Q (18016.780000 sec): 3 clusters
  Score: Raw -8940597.659467 + Penalty 12763.570243 = -8927834.089224
  nChanged 787
		SP:Iteration 12Q (18017.040000 sec): 3 clusters
  Score: Raw -8940892.744483 + Penalty 12763.570243 = -8928129.174240
  nChanged 582
		SP:Iteration 13Q (18017.300000 sec): 3 clusters
  Score: Raw -8941086.846253 + Penalty 12763.570243 = -8928323.276010
  nChanged 463
		SP:Iteration 14Q (18017.560000 sec): 3 clusters
  Score: Raw -8941222.785591 + Penalty 12763.570243 = -8928459.215348
  nChanged 342
		SP:Iteration 15Q (18017.820000 sec): 3 clusters
  Score: Raw -8941318.035486 + Penalty 12763.570243 = -8928554.465244
  nChanged 305
		SP:Iteration 16Q (18018.070000 sec): 3 clusters
  Score: Raw -8941399.772097 + Penalty 12763.570243 = -8928636.201855
  nChanged 224
		SP:Iteration 17Q (18018.320000 sec): 3 clusters
  Score: Raw -8941459.120545 + Penalty 12763.570243 = -8928695.550302
  nChanged 219
		SP:Iteration 18Q (18018.580000 sec): 3 clusters
  Score: Raw -8941514.355631 + Penalty 12763.570243 = -8928750.785388
  nChanged 206
		SP:Iteration 19Q (18018.840000 sec): 3 clusters
  Score: Raw -8941565.987667 + Penalty 12763.570243 = -8928802.417424
  nChanged 168
		SP:Iteration 20F (18019.100000 sec): 3 clusters
  Score: Raw -8941606.914140 + Penalty 12763.570243 = -8928843.343897
  nChanged 156
		SP:Iteration 21Q (18019.350000 sec): 3 clusters
  Score: Raw -8941645.864785 + Penalty 12763.570243 = -8928882.294542
  nChanged 167
		SP:Iteration 22Q (18019.610000 sec): 3 clusters
  Score: Raw -8941686.632022 + Penalty 12763.570243 = -8928923.061779
  nChanged 137
		SP:Iteration 23Q (18019.870000 sec): 3 clusters
  Score: Raw -8941719.279806 + Penalty 12763.570243 = -8928955.709563
  nChanged 133
		SP:Iteration 24Q (18020.120000 sec): 3 clusters
  Score: Raw -8941750.321462 + Penalty 12763.570243 = -8928986.751219
  nChanged 127
		SP:Iteration 25Q (18020.380000 sec): 3 clusters
  Score: Raw -8941777.639668 + Penalty 12763.570243 = -8929014.069425
  nChanged 115
		SP:Iteration 26Q (18020.640000 sec): 3 clusters
  Score: Raw -8941803.135182 + Penalty 12763.570243 = -8929039.564939
  nChanged 104
		SP:Iteration 27Q (18020.900000 sec): 3 clusters
  Score: Raw -8941826.492963 + Penalty 12763.570243 = -8929062.922720
  nChanged 98
		SP:Iteration 28Q (18021.150000 sec): 3 clusters
  Score: Raw -8941848.985503 + Penalty 12763.570243 = -8929085.415260
  nChanged 95
		SP:Iteration 29Q (18021.410000 sec): 3 clusters
  Score: Raw -8941872.180067 + Penalty 12763.570243 = -8929108.609824
  nChanged 98
		SP:Iteration 30Q (18021.660000 sec): 3 clusters
  Score: Raw -8941894.275767 + Penalty 12763.570243 = -8929130.705525
  nChanged 102
		SP:Iteration 31Q (18021.920000 sec): 3 clusters
  Score: Raw -8941919.019966 + Penalty 12763.570243 = -8929155.449723
  nChanged 114
		SP:Iteration 32Q (18022.180000 sec): 3 clusters
  Score: Raw -8941946.997239 + Penalty 12763.570243 = -8929183.426996
  nChanged 101
		SP:Iteration 33Q (18022.440000 sec): 3 clusters
  Score: Raw -8941972.632324 + Penalty 12763.570243 = -8929209.062081
  nChanged 109
		SP:Iteration 34Q (18022.690000 sec): 3 clusters
  Score: Raw -8942003.251400 + Penalty 12763.570243 = -8929239.681157
  nChanged 99
		SP:Iteration 35Q (18022.940000 sec): 3 clusters
  Score: Raw -8942029.258383 + Penalty 12763.570243 = -8929265.688141
  nChanged 109
		SP:Iteration 36Q (18023.200000 sec): 3 clusters
  Score: Raw -8942058.954723 + Penalty 12763.570243 = -8929295.384481
  nChanged 102
		SP:Iteration 37Q (18023.460000 sec): 3 clusters
  Score: Raw -8942091.099408 + Penalty 12763.570243 = -8929327.529165
  nChanged 121
		SP:Iteration 38Q (18023.710000 sec): 3 clusters
  Score: Raw -8942126.961358 + Penalty 12763.570243 = -8929363.391115
  nChanged 112
		SP:Iteration 39Q (18023.960000 sec): 3 clusters
  Score: Raw -8942159.333231 + Penalty 12763.570243 = -8929395.762988
  nChanged 106
		SP:Iteration 40F (18024.220000 sec): 3 clusters
  Score: Raw -8942191.308641 + Penalty 12763.570243 = -8929427.738398
  nChanged 109
		SP:Iteration 41Q (18024.470000 sec): 3 clusters
  Score: Raw -8942221.361072 + Penalty 12763.570243 = -8929457.790830
  nChanged 111
		SP:Iteration 42Q (18024.730000 sec): 3 clusters
  Score: Raw -8942257.085549 + Penalty 12763.570243 = -8929493.515306
  nChanged 126
		SP:Iteration 43Q (18024.980000 sec): 3 clusters
  Score: Raw -8942297.468738 + Penalty 12763.570243 = -8929533.898495
  nChanged 104
		SP:Iteration 44Q (18025.230000 sec): 3 clusters
  Score: Raw -8942331.065168 + Penalty 12763.570243 = -8929567.494925
  nChanged 89
		SP:Iteration 45Q (18025.480000 sec): 3 clusters
  Score: Raw -8942360.380818 + Penalty 12763.570243 = -8929596.810575
  nChanged 108
		SP:Iteration 46Q (18025.730000 sec): 3 clusters
  Score: Raw -8942395.629298 + Penalty 12763.570243 = -8929632.059055
  nChanged 96
		SP:Iteration 47Q (18025.980000 sec): 3 clusters
  Score: Raw -8942425.751960 + Penalty 12763.570243 = -8929662.181717
  nChanged 80
		SP:Iteration 48Q (18026.230000 sec): 3 clusters
  Score: Raw -8942449.440630 + Penalty 12763.570243 = -8929685.870387
  nChanged 84
		SP:Iteration 49Q (18026.480000 sec): 3 clusters
  Score: Raw -8942473.739476 + Penalty 12763.570243 = -8929710.169234
  nChanged 63
		SP:Iteration 50Q (18026.730000 sec): 3 clusters
  Score: Raw -8942492.503398 + Penalty 12763.570243 = -8929728.933155
  nChanged 57
		SP:Iteration 51Q (18026.980000 sec): 3 clusters
  Score: Raw -8942511.543844 + Penalty 12763.570243 = -8929747.973601
  nChanged 66
		SP:Iteration 52Q (18027.220000 sec): 3 clusters
  Score: Raw -8942533.519055 + Penalty 12763.570243 = -8929769.948812
  nChanged 75
		SP:Iteration 53Q (18027.470000 sec): 3 clusters
  Score: Raw -8942558.301777 + Penalty 12763.570243 = -8929794.731534
  nChanged 68
		SP:Iteration 54Q (18027.720000 sec): 3 clusters
  Score: Raw -8942579.001214 + Penalty 12763.570243 = -8929815.430971
  nChanged 50
		SP:Iteration 55Q (18027.970000 sec): 3 clusters
  Score: Raw -8942592.884440 + Penalty 12763.570243 = -8929829.314197
  nChanged 55
		SP:Iteration 56Q (18028.210000 sec): 3 clusters
  Score: Raw -8942608.410477 + Penalty 12763.570243 = -8929844.840234
  nChanged 40
		SP:Iteration 57Q (18028.460000 sec): 3 clusters
  Score: Raw -8942621.739248 + Penalty 12763.570243 = -8929858.169005
  nChanged 44
		SP:Iteration 58Q (18028.700000 sec): 3 clusters
  Score: Raw -8942636.386119 + Penalty 12763.570243 = -8929872.815876
  nChanged 42
		SP:Iteration 59Q (18028.950000 sec): 3 clusters
  Score: Raw -8942650.687215 + Penalty 12763.570243 = -8929887.116972
  nChanged 39
		SP:Iteration 60F (18029.210000 sec): 3 clusters
  Score: Raw -8942662.134512 + Penalty 12763.570243 = -8929898.564269
  nChanged 28
		SP:Iteration 61Q (18029.460000 sec): 3 clusters
  Score: Raw -8942670.344089 + Penalty 12763.570243 = -8929906.773846
  nChanged 24
		SP:Iteration 62Q (18029.710000 sec): 3 clusters
  Score: Raw -8942678.552461 + Penalty 12763.570243 = -8929914.982219
  nChanged 29
		SP:Iteration 63Q (18029.950000 sec): 3 clusters
  Score: Raw -8942685.900463 + Penalty 12763.570243 = -8929922.330220
  nChanged 14
		SP:Iteration 64Q (18030.200000 sec): 3 clusters
  Score: Raw -8942689.819106 + Penalty 12763.570243 = -8929926.248863
  nChanged 13
		SP:Iteration 65Q (18030.440000 sec): 3 clusters
  Score: Raw -8942694.313916 + Penalty 12763.570243 = -8929930.743674
  nChanged 22
		SP:Iteration 66Q (18030.680000 sec): 3 clusters
  Score: Raw -8942700.655515 + Penalty 12763.570243 = -8929937.085272
  nChanged 19
		SP:Iteration 67Q (18030.920000 sec): 3 clusters
  Score: Raw -8942706.130310 + Penalty 12763.570243 = -8929942.560067
  nChanged 16
		SP:Iteration 68Q (18031.160000 sec): 3 clusters
  Score: Raw -8942711.179297 + Penalty 12763.570243 = -8929947.609055
  nChanged 20
		SP:Iteration 69Q (18031.400000 sec): 3 clusters
  Score: Raw -8942717.181070 + Penalty 12763.570243 = -8929953.610828
  nChanged 14
		SP:Iteration 70Q (18031.640000 sec): 3 clusters
  Score: Raw -8942721.592407 + Penalty 12763.570243 = -8929958.022164
  nChanged 14
		SP:Iteration 71Q (18031.880000 sec): 3 clusters
  Score: Raw -8942726.165096 + Penalty 12763.570243 = -8929962.594853
  nChanged 16
		SP:Iteration 72Q (18032.120000 sec): 3 clusters
  Score: Raw -8942730.439526 + Penalty 12763.570243 = -8929966.869283
  nChanged 7
		SP:Iteration 73Q (18032.370000 sec): 3 clusters
  Score: Raw -8942732.565001 + Penalty 12763.570243 = -8929968.994758
  nChanged 13
		SP:Iteration 74Q (18032.610000 sec): 3 clusters
  Score: Raw -8942736.021581 + Penalty 12763.570243 = -8929972.451338
  nChanged 19
		SP:Iteration 75Q (18032.840000 sec): 3 clusters
  Score: Raw -8942742.420788 + Penalty 12763.570243 = -8929978.850545
  nChanged 22
		SP:Iteration 76Q (18033.080000 sec): 3 clusters
  Score: Raw -8942749.878228 + Penalty 12763.570243 = -8929986.307985
  nChanged 23
		SP:Iteration 77Q (18033.320000 sec): 3 clusters
  Score: Raw -8942757.723847 + Penalty 12763.570243 = -8929994.153604
  nChanged 14
		SP:Iteration 78Q (18033.570000 sec): 3 clusters
  Score: Raw -8942762.469366 + Penalty 12763.570243 = -8929998.899124
  nChanged 13
		SP:Iteration 79Q (18033.810000 sec): 3 clusters
  Score: Raw -8942765.974869 + Penalty 12763.570243 = -8930002.404626
  nChanged 8
		SP:Iteration 80F (18034.060000 sec): 3 clusters
  Score: Raw -8942768.506663 + Penalty 12763.570243 = -8930004.936420
  nChanged 9
		SP:Iteration 81Q (18034.300000 sec): 3 clusters
  Score: Raw -8942771.730389 + Penalty 12763.570243 = -8930008.160146
  nChanged 13
		SP:Iteration 82Q (18034.530000 sec): 3 clusters
  Score: Raw -8942776.579570 + Penalty 12763.570243 = -8930013.009327
  nChanged 16
		SP:Iteration 83Q (18034.770000 sec): 3 clusters
  Score: Raw -8942783.162247 + Penalty 12763.570243 = -8930019.592004
  nChanged 24
		SP:Iteration 84Q (18035.020000 sec): 3 clusters
  Score: Raw -8942792.100612 + Penalty 12763.570243 = -8930028.530369
  nChanged 23
		SP:Iteration 85Q (18035.260000 sec): 3 clusters
  Score: Raw -8942800.275984 + Penalty 12763.570243 = -8930036.705742
  nChanged 20
		SP:Iteration 86Q (18035.490000 sec): 3 clusters
  Score: Raw -8942806.717952 + Penalty 12763.570243 = -8930043.147709
  nChanged 15
		SP:Iteration 87Q (18035.730000 sec): 3 clusters
  Score: Raw -8942812.707496 + Penalty 12763.570243 = -8930049.137253
  nChanged 15
		SP:Iteration 88Q (18035.970000 sec): 3 clusters
  Score: Raw -8942817.379131 + Penalty 12763.570243 = -8930053.808888
  nChanged 17
		SP:Iteration 89Q (18036.210000 sec): 3 clusters
  Score: Raw -8942822.470105 + Penalty 12763.570243 = -8930058.899862
  nChanged 16
		SP:Iteration 90Q (18036.450000 sec): 3 clusters
  Score: Raw -8942827.829139 + Penalty 12763.570243 = -8930064.258897
  nChanged 15
		SP:Iteration 91Q (18036.690000 sec): 3 clusters
  Score: Raw -8942832.948597 + Penalty 12763.570243 = -8930069.378354
  nChanged 11
		SP:Iteration 92Q (18036.930000 sec): 3 clusters
  Score: Raw -8942836.898489 + Penalty 12763.570243 = -8930073.328246
  nChanged 14
		SP:Iteration 93Q (18037.170000 sec): 3 clusters
  Score: Raw -8942840.865647 + Penalty 12763.570243 = -8930077.295404
  nChanged 13
		SP:Iteration 94Q (18037.400000 sec): 3 clusters
  Score: Raw -8942845.617657 + Penalty 12763.570243 = -8930082.047414
  nChanged 13
		SP:Iteration 95Q (18037.640000 sec): 3 clusters
  Score: Raw -8942850.338089 + Penalty 12763.570243 = -8930086.767846
  nChanged 18
		SP:Iteration 96Q (18037.870000 sec): 3 clusters
  Score: Raw -8942856.099415 + Penalty 12763.570243 = -8930092.529172
  nChanged 14
		SP:Iteration 97Q (18038.110000 sec): 3 clusters
  Score: Raw -8942861.562198 + Penalty 12763.570243 = -8930097.991955
  nChanged 17
		SP:Iteration 98Q (18038.350000 sec): 3 clusters
  Score: Raw -8942867.626892 + Penalty 12763.570243 = -8930104.056650
  nChanged 16
		SP:Iteration 99Q (18038.580000 sec): 3 clusters
  Score: Raw -8942873.910615 + Penalty 12763.570243 = -8930110.340372
  nChanged 16
		SP:Iteration 100F (18038.830000 sec): 3 clusters
  Score: Raw -8942879.878689 + Penalty 12763.570243 = -8930116.308446
  nChanged 24
		SP:Iteration 101Q (18039.070000 sec): 3 clusters
  Score: Raw -8942889.138407 + Penalty 12763.570243 = -8930125.568165
  nChanged 26
		SP:Iteration 102Q (18039.310000 sec): 3 clusters
  Score: Raw -8942897.978660 + Penalty 12763.570243 = -8930134.408417
  nChanged 9
		SP:Iteration 103Q (18039.540000 sec): 3 clusters
  Score: Raw -8942900.599915 + Penalty 12763.570243 = -8930137.029673
  nChanged 8
		SP:Iteration 104Q (18039.780000 sec): 3 clusters
  Score: Raw -8942903.045787 + Penalty 12763.570243 = -8930139.475544
  nChanged 8
		SP:Iteration 105Q (18040.010000 sec): 3 clusters
  Score: Raw -8942905.227813 + Penalty 12763.570243 = -8930141.657570
  nChanged 7
		SP:Iteration 106Q (18040.240000 sec): 3 clusters
  Score: Raw -8942907.057342 + Penalty 12763.570243 = -8930143.487099
  nChanged 2
		SP:Iteration 107Q (18040.480000 sec): 3 clusters
  Score: Raw -8942907.518103 + Penalty 12763.570243 = -8930143.947861
  nChanged 1
		SP:Iteration 108Q (18040.710000 sec): 3 clusters
  Score: Raw -8942908.050520 + Penalty 12763.570243 = -8930144.480277
  nChanged 3
		SP:Iteration 109Q (18040.950000 sec): 3 clusters
  Score: Raw -8942909.040697 + Penalty 12763.570243 = -8930145.470454
  nChanged 5
		SP:Iteration 110Q (18041.180000 sec): 3 clusters
  Score: Raw -8942910.601946 + Penalty 12763.570243 = -8930147.031703
  nChanged 5
		SP:Iteration 111Q (18041.410000 sec): 3 clusters
  Score: Raw -8942912.640911 + Penalty 12763.570243 = -8930149.070668
  nChanged 7
		SP:Iteration 112Q (18041.650000 sec): 3 clusters
  Score: Raw -8942915.017831 + Penalty 12763.570243 = -8930151.447588
  nChanged 6
		SP:Iteration 113Q (18041.880000 sec): 3 clusters
  Score: Raw -8942916.381111 + Penalty 12763.570243 = -8930152.810868
  nChanged 2
		SP:Iteration 114Q (18042.120000 sec): 3 clusters
  Score: Raw -8942917.010535 + Penalty 12763.570243 = -8930153.440293
  nChanged 4
		SP:Iteration 115Q (18042.350000 sec): 3 clusters
  Score: Raw -8942918.008889 + Penalty 12763.570243 = -8930154.438646
  nChanged 1
		SP:Iteration 116Q (18042.590000 sec): 3 clusters
  Score: Raw -8942918.383194 + Penalty 12763.570243 = -8930154.812951
  nChanged 1
		SP:Iteration 117Q (18042.820000 sec): 3 clusters
  Score: Raw -8942918.558740 + Penalty 12763.570243 = -8930154.988497
  nChanged 2
		SP:Iteration 118Q (18043.060000 sec): 3 clusters
  Score: Raw -8942919.283899 + Penalty 12763.570243 = -8930155.713656
  nChanged 2
		SP:Iteration 119Q (18043.290000 sec): 3 clusters
  Score: Raw -8942920.038216 + Penalty 12763.570243 = -8930156.467973
  nChanged 2
		SP:Iteration 120F (18043.550000 sec): 3 clusters
  Score: Raw -8942920.609893 + Penalty 12763.570243 = -8930157.039650
  nChanged 2
		SP:Iteration 121Q (18043.780000 sec): 3 clusters
  Score: Raw -8942921.629493 + Penalty 12763.570243 = -8930158.059250
  nChanged 2
		SP:Iteration 122Q (18044.020000 sec): 3 clusters
  Score: Raw -8942922.247569 + Penalty 12763.570243 = -8930158.677326
  nChanged 2
		SP:Iteration 123Q (18044.250000 sec): 3 clusters
  Score: Raw -8942922.928386 + Penalty 12763.570243 = -8930159.358143
  nChanged 1
		SP:Iteration 124Q (18044.490000 sec): 3 clusters
  Score: Raw -8942923.267863 + Penalty 12763.570243 = -8930159.697620
  nChanged 1
		SP:Iteration 125Q (18044.720000 sec): 3 clusters
  Score: Raw -8942923.691883 + Penalty 12763.570243 = -8930160.121641
  nChanged 2
		SP:Iteration 126Q (18044.960000 sec): 3 clusters
  Score: Raw -8942924.493961 + Penalty 12763.570243 = -8930160.923718
  nChanged 3
		SP:Iteration 127Q (18045.190000 sec): 3 clusters
  Score: Raw -8942925.554632 + Penalty 12763.570243 = -8930161.984389
  nChanged 3
		SP:Iteration 128Q (18045.430000 sec): 3 clusters
  Score: Raw -8942926.226727 + Penalty 12763.570243 = -8930162.656484
  nChanged 4
		SP:Iteration 129Q (18045.660000 sec): 3 clusters
  Score: Raw -8942927.436119 + Penalty 12763.570243 = -8930163.865876
  nChanged 2
		SP:Iteration 130Q (18045.900000 sec): 3 clusters
  Score: Raw -8942928.278198 + Penalty 12763.570243 = -8930164.707955
  nChanged 2
		SP:Iteration 131Q (18046.130000 sec): 3 clusters
  Score: Raw -8942929.373571 + Penalty 12763.570243 = -8930165.803329
  nChanged 2
		SP:Iteration 132Q (18046.370000 sec): 3 clusters
  Score: Raw -8942929.973708 + Penalty 12763.570243 = -8930166.403465
  nChanged 2
		SP:Iteration 133Q (18046.600000 sec): 3 clusters
  Score: Raw -8942930.847935 + Penalty 12763.570243 = -8930167.277692
  nChanged 4
		SP:Iteration 134Q (18046.840000 sec): 3 clusters
  Score: Raw -8942931.918292 + Penalty 12763.570243 = -8930168.348049
  nChanged 4
		SP:Iteration 135Q (18047.070000 sec): 3 clusters
  Score: Raw -8942933.240037 + Penalty 12763.570243 = -8930169.669794
  nChanged 4
		SP:Iteration 136Q (18047.310000 sec): 3 clusters
  Score: Raw -8942934.246905 + Penalty 12763.570243 = -8930170.676662
  nChanged 0
		SP:Iteration 137F (18047.570000 sec): 3 clusters
  Score: Raw -8942934.246905 + Penalty 12763.570243 = -8930170.676662
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 29 (19451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18047.700000 sec): 2 clusters
  Score: Raw -5168371.943615 + Penalty 6048.837929 = -5162323.105686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18047.850000 sec): 3 clusters
  Score: Raw -5158241.841398 + Penalty 12097.675858 = -5146144.165540
  nChanged 7878
		SP:Iteration 1F (18048.000000 sec): 3 clusters
  Score: Raw -5162416.730413 + Penalty 12097.675858 = -5150319.054555
  nChanged 1281
		SP:Iteration 2F (18048.150000 sec): 3 clusters
  Score: Raw -5163012.612803 + Penalty 12097.675858 = -5150914.936945
  nChanged 887
		SP:Iteration 3Q (18048.310000 sec): 3 clusters
  Score: Raw -5163389.915762 + Penalty 12097.675858 = -5151292.239904
  nChanged 691
		SP:Iteration 4Q (18048.460000 sec): 3 clusters
  Score: Raw -5163660.010729 + Penalty 12097.675858 = -5151562.334871
  nChanged 557
		SP:Iteration 5Q (18048.610000 sec): 3 clusters
  Score: Raw -5163858.726950 + Penalty 12097.675858 = -5151761.051092
  nChanged 473
		SP:Iteration 6Q (18048.760000 sec): 3 clusters
  Score: Raw -5164026.608467 + Penalty 12097.675858 = -5151928.932609
  nChanged 404
		SP:Iteration 7Q (18048.910000 sec): 3 clusters
  Score: Raw -5164168.712524 + Penalty 12097.675858 = -5152071.036666
  nChanged 405
		SP:Iteration 8Q (18049.060000 sec): 3 clusters
  Score: Raw -5164307.129509 + Penalty 12097.675858 = -5152209.453651
  nChanged 388
		SP:Iteration 9Q (18049.210000 sec): 3 clusters
  Score: Raw -5164444.538254 + Penalty 12097.675858 = -5152346.862396
  nChanged 399
		SP:Iteration 10Q (18049.360000 sec): 3 clusters
  Score: Raw -5164591.222479 + Penalty 12097.675858 = -5152493.546621
  nChanged 389
		SP:Iteration 11Q (18049.510000 sec): 3 clusters
  Score: Raw -5164738.161951 + Penalty 12097.675858 = -5152640.486093
  nChanged 437
		SP:Iteration 12Q (18049.660000 sec): 3 clusters
  Score: Raw -5164916.848455 + Penalty 12097.675858 = -5152819.172597
  nChanged 498
		SP:Iteration 13Q (18049.810000 sec): 3 clusters
  Score: Raw -5165135.137494 + Penalty 12097.675858 = -5153037.461636
  nChanged 554
		SP:Iteration 14Q (18049.960000 sec): 3 clusters
  Score: Raw -5165399.783892 + Penalty 12097.675858 = -5153302.108035
  nChanged 642
		SP:Iteration 15Q (18050.110000 sec): 3 clusters
  Score: Raw -5165758.882151 + Penalty 12097.675858 = -5153661.206293
  nChanged 737
		SP:Iteration 16Q (18050.260000 sec): 3 clusters
  Score: Raw -5166229.292230 + Penalty 12097.675858 = -5154131.616372
  nChanged 796
		SP:Iteration 17Q (18050.410000 sec): 3 clusters
  Score: Raw -5166764.635130 + Penalty 12097.675858 = -5154666.959272
  nChanged 786
		SP:Iteration 18Q (18050.560000 sec): 3 clusters
  Score: Raw -5167352.471277 + Penalty 12097.675858 = -5155254.795419
  nChanged 741
		SP:Iteration 19Q (18050.710000 sec): 3 clusters
  Score: Raw -5167934.178452 + Penalty 12097.675858 = -5155836.502594
  nChanged 671
		SP:Iteration 20F (18050.860000 sec): 3 clusters
  Score: Raw -5168506.238957 + Penalty 12097.675858 = -5156408.563099
  nChanged 548
		SP:Iteration 21Q (18051.000000 sec): 3 clusters
  Score: Raw -5168975.814045 + Penalty 12097.675858 = -5156878.138187
  nChanged 404
		SP:Iteration 22Q (18051.150000 sec): 3 clusters
  Score: Raw -5169331.572301 + Penalty 12097.675858 = -5157233.896443
  nChanged 316
		SP:Iteration 23Q (18051.290000 sec): 3 clusters
  Score: Raw -5169604.913681 + Penalty 12097.675858 = -5157507.237823
  nChanged 250
		SP:Iteration 24Q (18051.420000 sec): 3 clusters
  Score: Raw -5169806.217206 + Penalty 12097.675858 = -5157708.541348
  nChanged 187
		SP:Iteration 25Q (18051.550000 sec): 3 clusters
  Score: Raw -5169943.038779 + Penalty 12097.675858 = -5157845.362921
  nChanged 143
		SP:Iteration 26Q (18051.690000 sec): 3 clusters
  Score: Raw -5170049.037320 + Penalty 12097.675858 = -5157951.361462
  nChanged 110
		SP:Iteration 27Q (18051.810000 sec): 3 clusters
  Score: Raw -5170118.398311 + Penalty 12097.675858 = -5158020.722453
  nChanged 88
		SP:Iteration 28Q (18051.930000 sec): 3 clusters
  Score: Raw -5170177.616355 + Penalty 12097.675858 = -5158079.940497
  nChanged 77
		SP:Iteration 29Q (18052.060000 sec): 3 clusters
  Score: Raw -5170223.666615 + Penalty 12097.675858 = -5158125.990757
  nChanged 71
		SP:Iteration 30Q (18052.180000 sec): 3 clusters
  Score: Raw -5170260.725371 + Penalty 12097.675858 = -5158163.049513
  nChanged 55
		SP:Iteration 31Q (18052.310000 sec): 3 clusters
  Score: Raw -5170289.424317 + Penalty 12097.675858 = -5158191.748459
  nChanged 42
		SP:Iteration 32Q (18052.430000 sec): 3 clusters
  Score: Raw -5170307.127661 + Penalty 12097.675858 = -5158209.451803
  nChanged 33
		SP:Iteration 33Q (18052.550000 sec): 3 clusters
  Score: Raw -5170319.924033 + Penalty 12097.675858 = -5158222.248175
  nChanged 25
		SP:Iteration 34Q (18052.670000 sec): 3 clusters
  Score: Raw -5170332.102061 + Penalty 12097.675858 = -5158234.426203
  nChanged 20
		SP:Iteration 35Q (18052.790000 sec): 3 clusters
  Score: Raw -5170341.067788 + Penalty 12097.675858 = -5158243.391930
  nChanged 15
		SP:Iteration 36Q (18052.910000 sec): 3 clusters
  Score: Raw -5170348.011571 + Penalty 12097.675858 = -5158250.335713
  nChanged 19
		SP:Iteration 37Q (18053.030000 sec): 3 clusters
  Score: Raw -5170356.313677 + Penalty 12097.675858 = -5158258.637819
  nChanged 12
		SP:Iteration 38Q (18053.150000 sec): 3 clusters
  Score: Raw -5170360.464867 + Penalty 12097.675858 = -5158262.789009
  nChanged 10
		SP:Iteration 39Q (18053.270000 sec): 3 clusters
  Score: Raw -5170364.772066 + Penalty 12097.675858 = -5158267.096208
  nChanged 10
		SP:Iteration 40F (18053.410000 sec): 3 clusters
  Score: Raw -5170368.536866 + Penalty 12097.675858 = -5158270.861008
  nChanged 3
		SP:Iteration 41Q (18053.530000 sec): 3 clusters
  Score: Raw -5170369.739911 + Penalty 12097.675858 = -5158272.064053
  nChanged 1
		SP:Iteration 42Q (18053.650000 sec): 3 clusters
  Score: Raw -5170370.205857 + Penalty 12097.675858 = -5158272.529999
  nChanged 4
		SP:Iteration 43Q (18053.770000 sec): 3 clusters
  Score: Raw -5170371.469663 + Penalty 12097.675858 = -5158273.793805
  nChanged 2
		SP:Iteration 44Q (18053.890000 sec): 3 clusters
  Score: Raw -5170371.930949 + Penalty 12097.675858 = -5158274.255091
  nChanged 0
		SP:Iteration 45F (18054.040000 sec): 3 clusters
  Score: Raw -5170371.930949 + Penalty 12097.675858 = -5158274.255091
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 30 (15933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18054.150000 sec): 2 clusters
  Score: Raw -4076535.661223 + Penalty 5926.640472 = -4070609.020752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18054.270000 sec): 3 clusters
  Score: Raw -4068514.342121 + Penalty 11853.280944 = -4056661.061177
  nChanged 6329
		SP:Iteration 1F (18054.390000 sec): 3 clusters
  Score: Raw -4071981.392629 + Penalty 11853.280944 = -4060128.111685
  nChanged 1188
		SP:Iteration 2F (18054.510000 sec): 3 clusters
  Score: Raw -4072624.374434 + Penalty 11853.280944 = -4060771.093491
  nChanged 845
		SP:Iteration 3F (18054.630000 sec): 3 clusters
  Score: Raw -4073015.396326 + Penalty 11853.280944 = -4061162.115383
  nChanged 616
		SP:Iteration 4Q (18054.760000 sec): 3 clusters
  Score: Raw -4073294.695842 + Penalty 11853.280944 = -4061441.414898
  nChanged 504
		SP:Iteration 5Q (18054.880000 sec): 3 clusters
  Score: Raw -4073527.927034 + Penalty 11853.280944 = -4061674.646091
  nChanged 489
		SP:Iteration 6Q (18055.010000 sec): 3 clusters
  Score: Raw -4073768.813664 + Penalty 11853.280944 = -4061915.532720
  nChanged 455
		SP:Iteration 7Q (18055.130000 sec): 3 clusters
  Score: Raw -4074008.633897 + Penalty 11853.280944 = -4062155.352953
  nChanged 433
		SP:Iteration 8Q (18055.250000 sec): 3 clusters
  Score: Raw -4074240.266139 + Penalty 11853.280944 = -4062386.985196
  nChanged 439
		SP:Iteration 9Q (18055.370000 sec): 3 clusters
  Score: Raw -4074504.481106 + Penalty 11853.280944 = -4062651.200162
  nChanged 459
		SP:Iteration 10Q (18055.490000 sec): 3 clusters
  Score: Raw -4074778.704906 + Penalty 11853.280944 = -4062925.423962
  nChanged 445
		SP:Iteration 11Q (18055.610000 sec): 3 clusters
  Score: Raw -4075041.471724 + Penalty 11853.280944 = -4063188.190780
  nChanged 449
		SP:Iteration 12Q (18055.730000 sec): 3 clusters
  Score: Raw -4075320.348189 + Penalty 11853.280944 = -4063467.067246
  nChanged 464
		SP:Iteration 13Q (18055.860000 sec): 3 clusters
  Score: Raw -4075596.544420 + Penalty 11853.280944 = -4063743.263477
  nChanged 437
		SP:Iteration 14Q (18055.980000 sec): 3 clusters
  Score: Raw -4075865.699541 + Penalty 11853.280944 = -4064012.418598
  nChanged 453
		SP:Iteration 15Q (18056.090000 sec): 3 clusters
  Score: Raw -4076117.785431 + Penalty 11853.280944 = -4064264.504487
  nChanged 418
		SP:Iteration 16Q (18056.210000 sec): 3 clusters
  Score: Raw -4076367.136118 + Penalty 11853.280944 = -4064513.855174
  nChanged 415
		SP:Iteration 17Q (18056.330000 sec): 3 clusters
  Score: Raw -4076592.701530 + Penalty 11853.280944 = -4064739.420586
  nChanged 374
		SP:Iteration 18Q (18056.450000 sec): 3 clusters
  Score: Raw -4076792.128328 + Penalty 11853.280944 = -4064938.847384
  nChanged 332
		SP:Iteration 19Q (18056.570000 sec): 3 clusters
  Score: Raw -4076959.429385 + Penalty 11853.280944 = -4065106.148441
  nChanged 292
		SP:Iteration 20F (18056.690000 sec): 3 clusters
  Score: Raw -4077099.276533 + Penalty 11853.280944 = -4065245.995589
  nChanged 272
		SP:Iteration 21Q (18056.810000 sec): 3 clusters
  Score: Raw -4077227.950979 + Penalty 11853.280944 = -4065374.670036
  nChanged 246
		SP:Iteration 22Q (18056.920000 sec): 3 clusters
  Score: Raw -4077330.446085 + Penalty 11853.280944 = -4065477.165141
  nChanged 208
		SP:Iteration 23Q (18057.040000 sec): 3 clusters
  Score: Raw -4077413.697285 + Penalty 11853.280944 = -4065560.416341
  nChanged 195
		SP:Iteration 24Q (18057.150000 sec): 3 clusters
  Score: Raw -4077481.835399 + Penalty 11853.280944 = -4065628.554455
  nChanged 160
		SP:Iteration 25Q (18057.270000 sec): 3 clusters
  Score: Raw -4077533.926276 + Penalty 11853.280944 = -4065680.645332
  nChanged 128
		SP:Iteration 26Q (18057.380000 sec): 3 clusters
  Score: Raw -4077578.854156 + Penalty 11853.280944 = -4065725.573213
  nChanged 123
		SP:Iteration 27Q (18057.500000 sec): 3 clusters
  Score: Raw -4077617.026688 + Penalty 11853.280944 = -4065763.745744
  nChanged 106
		SP:Iteration 28Q (18057.610000 sec): 3 clusters
  Score: Raw -4077650.143266 + Penalty 11853.280944 = -4065796.862322
  nChanged 100
		SP:Iteration 29Q (18057.730000 sec): 3 clusters
  Score: Raw -4077678.158540 + Penalty 11853.280944 = -4065824.877596
  nChanged 96
		SP:Iteration 30Q (18057.840000 sec): 3 clusters
  Score: Raw -4077713.306566 + Penalty 11853.280944 = -4065860.025622
  nChanged 107
		SP:Iteration 31Q (18057.960000 sec): 3 clusters
  Score: Raw -4077746.426858 + Penalty 11853.280944 = -4065893.145914
  nChanged 90
		SP:Iteration 32Q (18058.070000 sec): 3 clusters
  Score: Raw -4077773.872127 + Penalty 11853.280944 = -4065920.591183
  nChanged 88
		SP:Iteration 33Q (18058.190000 sec): 3 clusters
  Score: Raw -4077801.590700 + Penalty 11853.280944 = -4065948.309757
  nChanged 77
		SP:Iteration 34Q (18058.300000 sec): 3 clusters
  Score: Raw -4077826.103410 + Penalty 11853.280944 = -4065972.822467
  nChanged 81
		SP:Iteration 35Q (18058.420000 sec): 3 clusters
  Score: Raw -4077853.783239 + Penalty 11853.280944 = -4066000.502295
  nChanged 82
		SP:Iteration 36Q (18058.530000 sec): 3 clusters
  Score: Raw -4077885.725453 + Penalty 11853.280944 = -4066032.444509
  nChanged 96
		SP:Iteration 37Q (18058.650000 sec): 3 clusters
  Score: Raw -4077920.468776 + Penalty 11853.280944 = -4066067.187832
  nChanged 99
		SP:Iteration 38Q (18058.760000 sec): 3 clusters
  Score: Raw -4077951.693567 + Penalty 11853.280944 = -4066098.412624
  nChanged 89
		SP:Iteration 39Q (18058.880000 sec): 3 clusters
  Score: Raw -4077981.011940 + Penalty 11853.280944 = -4066127.730997
  nChanged 85
		SP:Iteration 40F (18059.000000 sec): 3 clusters
  Score: Raw -4078008.794666 + Penalty 11853.280944 = -4066155.513723
  nChanged 77
		SP:Iteration 41Q (18059.110000 sec): 3 clusters
  Score: Raw -4078035.099270 + Penalty 11853.280944 = -4066181.818326
  nChanged 84
		SP:Iteration 42Q (18059.220000 sec): 3 clusters
  Score: Raw -4078069.360080 + Penalty 11853.280944 = -4066216.079136
  nChanged 100
		SP:Iteration 43Q (18059.340000 sec): 3 clusters
  Score: Raw -4078102.905226 + Penalty 11853.280944 = -4066249.624282
  nChanged 92
		SP:Iteration 44Q (18059.450000 sec): 3 clusters
  Score: Raw -4078130.587336 + Penalty 11853.280944 = -4066277.306393
  nChanged 84
		SP:Iteration 45Q (18059.570000 sec): 3 clusters
  Score: Raw -4078157.088922 + Penalty 11853.280944 = -4066303.807979
  nChanged 68
		SP:Iteration 46Q (18059.680000 sec): 3 clusters
  Score: Raw -4078179.213106 + Penalty 11853.280944 = -4066325.932162
  nChanged 72
		SP:Iteration 47Q (18059.790000 sec): 3 clusters
  Score: Raw -4078199.474898 + Penalty 11853.280944 = -4066346.193955
  nChanged 56
		SP:Iteration 48Q (18059.910000 sec): 3 clusters
  Score: Raw -4078216.418716 + Penalty 11853.280944 = -4066363.137772
  nChanged 59
		SP:Iteration 49Q (18060.020000 sec): 3 clusters
  Score: Raw -4078234.560717 + Penalty 11853.280944 = -4066381.279773
  nChanged 58
		SP:Iteration 50Q (18060.130000 sec): 3 clusters
  Score: Raw -4078255.921432 + Penalty 11853.280944 = -4066402.640488
  nChanged 58
		SP:Iteration 51Q (18060.250000 sec): 3 clusters
  Score: Raw -4078274.754294 + Penalty 11853.280944 = -4066421.473350
  nChanged 52
		SP:Iteration 52Q (18060.360000 sec): 3 clusters
  Score: Raw -4078289.941137 + Penalty 11853.280944 = -4066436.660194
  nChanged 54
		SP:Iteration 53Q (18060.470000 sec): 3 clusters
  Score: Raw -4078303.967735 + Penalty 11853.280944 = -4066450.686791
  nChanged 46
		SP:Iteration 54Q (18060.590000 sec): 3 clusters
  Score: Raw -4078316.934881 + Penalty 11853.280944 = -4066463.653937
  nChanged 58
		SP:Iteration 55Q (18060.700000 sec): 3 clusters
  Score: Raw -4078331.542931 + Penalty 11853.280944 = -4066478.261988
  nChanged 44
		SP:Iteration 56Q (18060.810000 sec): 3 clusters
  Score: Raw -4078344.167580 + Penalty 11853.280944 = -4066490.886636
  nChanged 46
		SP:Iteration 57Q (18060.920000 sec): 3 clusters
  Score: Raw -4078355.842602 + Penalty 11853.280944 = -4066502.561658
  nChanged 44
		SP:Iteration 58Q (18061.030000 sec): 3 clusters
  Score: Raw -4078368.182237 + Penalty 11853.280944 = -4066514.901294
  nChanged 43
		SP:Iteration 59Q (18061.150000 sec): 3 clusters
  Score: Raw -4078378.323008 + Penalty 11853.280944 = -4066525.042065
  nChanged 34
		SP:Iteration 60F (18061.270000 sec): 3 clusters
  Score: Raw -4078386.712246 + Penalty 11853.280944 = -4066533.431303
  nChanged 25
		SP:Iteration 61Q (18061.380000 sec): 3 clusters
  Score: Raw -4078393.085018 + Penalty 11853.280944 = -4066539.804075
  nChanged 23
		SP:Iteration 62Q (18061.500000 sec): 3 clusters
  Score: Raw -4078397.948734 + Penalty 11853.280944 = -4066544.667791
  nChanged 16
		SP:Iteration 63Q (18061.610000 sec): 3 clusters
  Score: Raw -4078401.691526 + Penalty 11853.280944 = -4066548.410582
  nChanged 15
		SP:Iteration 64Q (18061.720000 sec): 3 clusters
  Score: Raw -4078406.285159 + Penalty 11853.280944 = -4066553.004216
  nChanged 27
		SP:Iteration 65Q (18061.830000 sec): 3 clusters
  Score: Raw -4078414.432161 + Penalty 11853.280944 = -4066561.151217
  nChanged 29
		SP:Iteration 66Q (18061.950000 sec): 3 clusters
  Score: Raw -4078422.425347 + Penalty 11853.280944 = -4066569.144403
  nChanged 24
		SP:Iteration 67Q (18062.060000 sec): 3 clusters
  Score: Raw -4078428.393400 + Penalty 11853.280944 = -4066575.112456
  nChanged 24
		SP:Iteration 68Q (18062.170000 sec): 3 clusters
  Score: Raw -4078433.644007 + Penalty 11853.280944 = -4066580.363064
  nChanged 24
		SP:Iteration 69Q (18062.290000 sec): 3 clusters
  Score: Raw -4078439.126224 + Penalty 11853.280944 = -4066585.845280
  nChanged 29
		SP:Iteration 70Q (18062.400000 sec): 3 clusters
  Score: Raw -4078445.349333 + Penalty 11853.280944 = -4066592.068389
  nChanged 22
		SP:Iteration 71Q (18062.510000 sec): 3 clusters
  Score: Raw -4078450.298895 + Penalty 11853.280944 = -4066597.017952
  nChanged 17
		SP:Iteration 72Q (18062.620000 sec): 3 clusters
  Score: Raw -4078454.820028 + Penalty 11853.280944 = -4066601.539084
  nChanged 13
		SP:Iteration 73Q (18062.730000 sec): 3 clusters
  Score: Raw -4078457.382881 + Penalty 11853.280944 = -4066604.101937
  nChanged 10
		SP:Iteration 74Q (18062.850000 sec): 3 clusters
  Score: Raw -4078459.391308 + Penalty 11853.280944 = -4066606.110365
  nChanged 5
		SP:Iteration 75Q (18062.960000 sec): 3 clusters
  Score: Raw -4078460.306195 + Penalty 11853.280944 = -4066607.025252
  nChanged 2
		SP:Iteration 76Q (18063.070000 sec): 3 clusters
  Score: Raw -4078460.633534 + Penalty 11853.280944 = -4066607.352590
  nChanged 3
		SP:Iteration 77Q (18063.190000 sec): 3 clusters
  Score: Raw -4078461.003455 + Penalty 11853.280944 = -4066607.722511
  nChanged 1
		SP:Iteration 78Q (18063.300000 sec): 3 clusters
  Score: Raw -4078461.100457 + Penalty 11853.280944 = -4066607.819514
  nChanged 1
		SP:Iteration 79Q (18063.410000 sec): 3 clusters
  Score: Raw -4078461.309638 + Penalty 11853.280944 = -4066608.028695
  nChanged 1
		SP:Iteration 80F (18063.530000 sec): 3 clusters
  Score: Raw -4078461.490478 + Penalty 11853.280944 = -4066608.209534
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 31 (173631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18064.670000 sec): 2 clusters
  Score: Raw -46711865.504209 + Penalty 7389.621177 = -46704475.883031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18066.010000 sec): 3 clusters
  Score: Raw -46602466.636163 + Penalty 14779.242355 = -46587687.393808
  nChanged 81008
		SP:Iteration 1F (18067.330000 sec): 3 clusters
  Score: Raw -46647607.372064 + Penalty 14779.242355 = -46632828.129709
  nChanged 6221
		SP:Iteration 2Q (18068.670000 sec): 3 clusters
  Score: Raw -46649216.194371 + Penalty 14779.242355 = -46634436.952016
  nChanged 6562
		SP:Iteration 3Q (18070.010000 sec): 3 clusters
  Score: Raw -46651249.250819 + Penalty 14779.242355 = -46636470.008464
  nChanged 7624
		SP:Iteration 4Q (18071.350000 sec): 3 clusters
  Score: Raw -46654297.367387 + Penalty 14779.242355 = -46639518.125032
  nChanged 9368
		SP:Iteration 5F (18072.680000 sec): 3 clusters
  Score: Raw -46659285.662492 + Penalty 14779.242355 = -46644506.420137
  nChanged 11648
		SP:Iteration 6F (18074.010000 sec): 3 clusters
  Score: Raw -46667095.608101 + Penalty 14779.242355 = -46652316.365746
  nChanged 13321
		SP:Iteration 7F (18075.340000 sec): 3 clusters
  Score: Raw -46677419.069617 + Penalty 14779.242355 = -46662639.827262
  nChanged 12855
		SP:Iteration 8F (18076.670000 sec): 3 clusters
  Score: Raw -46688174.503547 + Penalty 14779.242355 = -46673395.261192
  nChanged 10577
		SP:Iteration 9F (18078.010000 sec): 3 clusters
  Score: Raw -46697327.544045 + Penalty 14779.242355 = -46682548.301690
  nChanged 7422
		SP:Iteration 10Q (18079.310000 sec): 3 clusters
  Score: Raw -46703786.426216 + Penalty 14779.242355 = -46689007.183861
  nChanged 4623
		SP:Iteration 11Q (18080.540000 sec): 3 clusters
  Score: Raw -46707966.872959 + Penalty 14779.242355 = -46693187.630604
  nChanged 2732
		SP:Iteration 12Q (18081.690000 sec): 3 clusters
  Score: Raw -46710511.013204 + Penalty 14779.242355 = -46695731.770849
  nChanged 1624
		SP:Iteration 13Q (18082.750000 sec): 3 clusters
  Score: Raw -46712062.993140 + Penalty 14779.242355 = -46697283.750785
  nChanged 1156
		SP:Iteration 14Q (18083.750000 sec): 3 clusters
  Score: Raw -46713226.501666 + Penalty 14779.242355 = -46698447.259311
  nChanged 905
		SP:Iteration 15Q (18084.720000 sec): 3 clusters
  Score: Raw -46714198.318590 + Penalty 14779.242355 = -46699419.076235
  nChanged 763
		SP:Iteration 16Q (18085.660000 sec): 3 clusters
  Score: Raw -46714819.215682 + Penalty 14779.242355 = -46700039.973327
  nChanged 599
		SP:Iteration 17Q (18086.590000 sec): 3 clusters
  Score: Raw -46715169.376485 + Penalty 14779.242355 = -46700390.134130
  nChanged 469
		SP:Iteration 18Q (18087.520000 sec): 3 clusters
  Score: Raw -46715352.766483 + Penalty 14779.242355 = -46700573.524128
  nChanged 317
		SP:Iteration 19Q (18088.450000 sec): 3 clusters
  Score: Raw -46715446.011102 + Penalty 14779.242355 = -46700666.768747
  nChanged 208
		SP:Iteration 20F (18089.770000 sec): 3 clusters
  Score: Raw -46715492.809292 + Penalty 14779.242355 = -46700713.566937
  nChanged 125
		SP:Iteration 21Q (18090.690000 sec): 3 clusters
  Score: Raw -46715518.769256 + Penalty 14779.242355 = -46700739.526901
  nChanged 99
		SP:Iteration 22Q (18091.620000 sec): 3 clusters
  Score: Raw -46715536.979166 + Penalty 14779.242355 = -46700757.736811
  nChanged 71
		SP:Iteration 23Q (18092.550000 sec): 3 clusters
  Score: Raw -46715547.779518 + Penalty 14779.242355 = -46700768.537163
  nChanged 50
		SP:Iteration 24Q (18093.470000 sec): 3 clusters
  Score: Raw -46715555.051970 + Penalty 14779.242355 = -46700775.809615
  nChanged 45
		SP:Iteration 25Q (18094.400000 sec): 3 clusters
  Score: Raw -46715561.133358 + Penalty 14779.242355 = -46700781.891003
  nChanged 35
		SP:Iteration 26Q (18095.320000 sec): 3 clusters
  Score: Raw -46715566.042667 + Penalty 14779.242355 = -46700786.800312
  nChanged 26
		SP:Iteration 27Q (18096.240000 sec): 3 clusters
  Score: Raw -46715569.973381 + Penalty 14779.242355 = -46700790.731026
  nChanged 20
		SP:Iteration 28Q (18097.160000 sec): 3 clusters
  Score: Raw -46715572.657312 + Penalty 14779.242355 = -46700793.414957
  nChanged 15
		SP:Iteration 29Q (18098.090000 sec): 3 clusters
  Score: Raw -46715574.614074 + Penalty 14779.242355 = -46700795.371719
  nChanged 11
		SP:Iteration 30Q (18099.010000 sec): 3 clusters
  Score: Raw -46715575.873510 + Penalty 14779.242355 = -46700796.631155
  nChanged 11
		SP:Iteration 31Q (18099.930000 sec): 3 clusters
  Score: Raw -46715577.231928 + Penalty 14779.242355 = -46700797.989573
  nChanged 8
		SP:Iteration 32Q (18100.850000 sec): 3 clusters
  Score: Raw -46715578.267653 + Penalty 14779.242355 = -46700799.025298
  nChanged 9
		SP:Iteration 33Q (18101.770000 sec): 3 clusters
  Score: Raw -46715579.382224 + Penalty 14779.242355 = -46700800.139869
  nChanged 9
		SP:Iteration 34Q (18102.690000 sec): 3 clusters
  Score: Raw -46715580.341571 + Penalty 14779.242355 = -46700801.099216
  nChanged 8
		SP:Iteration 35Q (18103.610000 sec): 3 clusters
  Score: Raw -46715581.119838 + Penalty 14779.242355 = -46700801.877483
  nChanged 9
		SP:Iteration 36Q (18104.530000 sec): 3 clusters
  Score: Raw -46715582.415449 + Penalty 14779.242355 = -46700803.173094
  nChanged 11
		SP:Iteration 37Q (18105.440000 sec): 3 clusters
  Score: Raw -46715583.658871 + Penalty 14779.242355 = -46700804.416516
  nChanged 6
		SP:Iteration 38Q (18106.360000 sec): 3 clusters
  Score: Raw -46715584.317808 + Penalty 14779.242355 = -46700805.075453
  nChanged 3
		SP:Iteration 39Q (18107.290000 sec): 3 clusters
  Score: Raw -46715584.659400 + Penalty 14779.242355 = -46700805.417045
  nChanged 2
		SP:Iteration 40F (18108.600000 sec): 3 clusters
  Score: Raw -46715584.973510 + Penalty 14779.242355 = -46700805.731155
  nChanged 3
		SP:Iteration 41Q (18109.520000 sec): 3 clusters
  Score: Raw -46715585.422623 + Penalty 14779.242355 = -46700806.180268
  nChanged 2
		SP:Iteration 42Q (18110.440000 sec): 3 clusters
  Score: Raw -46715585.574182 + Penalty 14779.242355 = -46700806.331827
  nChanged 2
		SP:Iteration 43Q (18111.360000 sec): 3 clusters
  Score: Raw -46715585.713428 + Penalty 14779.242355 = -46700806.471073
  nChanged 2
		SP:Iteration 44Q (18112.280000 sec): 3 clusters
  Score: Raw -46715585.902850 + Penalty 14779.242355 = -46700806.660495
  nChanged 2
		SP:Iteration 45Q (18113.200000 sec): 3 clusters
  Score: Raw -46715586.139810 + Penalty 14779.242355 = -46700806.897455
  nChanged 1
		SP:Iteration 46Q (18114.120000 sec): 3 clusters
  Score: Raw -46715586.334940 + Penalty 14779.242355 = -46700807.092585
  nChanged 0
		SP:Iteration 47F (18115.440000 sec): 3 clusters
  Score: Raw -46715586.334940 + Penalty 14779.242355 = -46700807.092585
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 32 (30908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18115.740000 sec): 2 clusters
  Score: Raw -8241811.738016 + Penalty 6332.496827 = -8235479.241189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18115.970000 sec): 3 clusters
  Score: Raw -8224678.910375 + Penalty 12664.993653 = -8212013.916722
  nChanged 13116
		SP:Iteration 1F (18116.210000 sec): 3 clusters
  Score: Raw -8231601.935427 + Penalty 12664.993653 = -8218936.941774
  nChanged 2008
		SP:Iteration 2F (18116.440000 sec): 3 clusters
  Score: Raw -8232528.453670 + Penalty 12664.993653 = -8219863.460017
  nChanged 1677
		SP:Iteration 3F (18116.680000 sec): 3 clusters
  Score: Raw -8233325.935197 + Penalty 12664.993653 = -8220660.941544
  nChanged 1600
		SP:Iteration 4F (18116.910000 sec): 3 clusters
  Score: Raw -8234148.506820 + Penalty 12664.993653 = -8221483.513167
  nChanged 1544
		SP:Iteration 5Q (18117.150000 sec): 3 clusters
  Score: Raw -8234979.245466 + Penalty 12664.993653 = -8222314.251813
  nChanged 1596
		SP:Iteration 6F (18117.390000 sec): 3 clusters
  Score: Raw -8235884.209662 + Penalty 12664.993653 = -8223219.216009
  nChanged 1650
		SP:Iteration 7F (18117.620000 sec): 3 clusters
  Score: Raw -8236956.444186 + Penalty 12664.993653 = -8224291.450533
  nChanged 1677
		SP:Iteration 8F (18117.850000 sec): 3 clusters
  Score: Raw -8238158.137784 + Penalty 12664.993653 = -8225493.144131
  nChanged 1529
		SP:Iteration 9Q (18118.090000 sec): 3 clusters
  Score: Raw -8239260.699096 + Penalty 12664.993653 = -8226595.705443
  nChanged 1311
		SP:Iteration 10Q (18118.320000 sec): 3 clusters
  Score: Raw -8240194.276387 + Penalty 12664.993653 = -8227529.282734
  nChanged 1031
		SP:Iteration 11Q (18118.550000 sec): 3 clusters
  Score: Raw -8240912.140450 + Penalty 12664.993653 = -8228247.146797
  nChanged 740
		SP:Iteration 12Q (18118.790000 sec): 3 clusters
  Score: Raw -8241413.515473 + Penalty 12664.993653 = -8228748.521820
  nChanged 552
		SP:Iteration 13Q (18119.010000 sec): 3 clusters
  Score: Raw -8241766.851748 + Penalty 12664.993653 = -8229101.858094
  nChanged 410
		SP:Iteration 14Q (18119.240000 sec): 3 clusters
  Score: Raw -8242036.713854 + Penalty 12664.993653 = -8229371.720201
  nChanged 296
		SP:Iteration 15Q (18119.460000 sec): 3 clusters
  Score: Raw -8242236.053538 + Penalty 12664.993653 = -8229571.059885
  nChanged 259
		SP:Iteration 16Q (18119.680000 sec): 3 clusters
  Score: Raw -8242413.515613 + Penalty 12664.993653 = -8229748.521959
  nChanged 189
		SP:Iteration 17Q (18119.890000 sec): 3 clusters
  Score: Raw -8242541.806353 + Penalty 12664.993653 = -8229876.812700
  nChanged 151
		SP:Iteration 18Q (18120.110000 sec): 3 clusters
  Score: Raw -8242652.218345 + Penalty 12664.993653 = -8229987.224691
  nChanged 125
		SP:Iteration 19Q (18120.310000 sec): 3 clusters
  Score: Raw -8242740.430316 + Penalty 12664.993653 = -8230075.436663
  nChanged 89
		SP:Iteration 20F (18120.550000 sec): 3 clusters
  Score: Raw -8242805.893163 + Penalty 12664.993653 = -8230140.899510
  nChanged 75
		SP:Iteration 21Q (18120.750000 sec): 3 clusters
  Score: Raw -8242865.531106 + Penalty 12664.993653 = -8230200.537453
  nChanged 68
		SP:Iteration 22Q (18120.950000 sec): 3 clusters
  Score: Raw -8242915.097026 + Penalty 12664.993653 = -8230250.103373
  nChanged 58
		SP:Iteration 23Q (18121.150000 sec): 3 clusters
  Score: Raw -8242954.505701 + Penalty 12664.993653 = -8230289.512048
  nChanged 34
		SP:Iteration 24Q (18121.350000 sec): 3 clusters
  Score: Raw -8242976.962117 + Penalty 12664.993653 = -8230311.968464
  nChanged 22
		SP:Iteration 25Q (18121.540000 sec): 3 clusters
  Score: Raw -8242990.300233 + Penalty 12664.993653 = -8230325.306580
  nChanged 22
		SP:Iteration 26Q (18121.740000 sec): 3 clusters
  Score: Raw -8243004.509643 + Penalty 12664.993653 = -8230339.515990
  nChanged 19
		SP:Iteration 27Q (18121.930000 sec): 3 clusters
  Score: Raw -8243017.754190 + Penalty 12664.993653 = -8230352.760537
  nChanged 15
		SP:Iteration 28Q (18122.130000 sec): 3 clusters
  Score: Raw -8243027.547381 + Penalty 12664.993653 = -8230362.553728
  nChanged 15
		SP:Iteration 29Q (18122.320000 sec): 3 clusters
  Score: Raw -8243035.352538 + Penalty 12664.993653 = -8230370.358885
  nChanged 11
		SP:Iteration 30Q (18122.510000 sec): 3 clusters
  Score: Raw -8243041.738994 + Penalty 12664.993653 = -8230376.745341
  nChanged 10
		SP:Iteration 31Q (18122.710000 sec): 3 clusters
  Score: Raw -8243047.536001 + Penalty 12664.993653 = -8230382.542348
  nChanged 12
		SP:Iteration 32Q (18122.900000 sec): 3 clusters
  Score: Raw -8243055.348357 + Penalty 12664.993653 = -8230390.354704
  nChanged 8
		SP:Iteration 33Q (18123.090000 sec): 3 clusters
  Score: Raw -8243060.750079 + Penalty 12664.993653 = -8230395.756426
  nChanged 8
		SP:Iteration 34Q (18123.290000 sec): 3 clusters
  Score: Raw -8243064.555880 + Penalty 12664.993653 = -8230399.562227
  nChanged 4
		SP:Iteration 35Q (18123.480000 sec): 3 clusters
  Score: Raw -8243067.077263 + Penalty 12664.993653 = -8230402.083610
  nChanged 4
		SP:Iteration 36Q (18123.670000 sec): 3 clusters
  Score: Raw -8243070.438399 + Penalty 12664.993653 = -8230405.444746
  nChanged 7
		SP:Iteration 37Q (18123.860000 sec): 3 clusters
  Score: Raw -8243075.111444 + Penalty 12664.993653 = -8230410.117791
  nChanged 5
		SP:Iteration 38Q (18124.050000 sec): 3 clusters
  Score: Raw -8243078.696706 + Penalty 12664.993653 = -8230413.703053
  nChanged 3
		SP:Iteration 39Q (18124.240000 sec): 3 clusters
  Score: Raw -8243081.300102 + Penalty 12664.993653 = -8230416.306449
  nChanged 5
		SP:Iteration 40F (18124.480000 sec): 3 clusters
  Score: Raw -8243084.615860 + Penalty 12664.993653 = -8230419.622207
  nChanged 4
		SP:Iteration 41Q (18124.670000 sec): 3 clusters
  Score: Raw -8243087.280523 + Penalty 12664.993653 = -8230422.286870
  nChanged 1
		SP:Iteration 42Q (18124.860000 sec): 3 clusters
  Score: Raw -8243087.581002 + Penalty 12664.993653 = -8230422.587349
  nChanged 0
		SP:Iteration 43F (18125.100000 sec): 3 clusters
  Score: Raw -8243087.581002 + Penalty 12664.993653 = -8230422.587349
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 33 (99691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18125.760000 sec): 2 clusters
  Score: Raw -26758677.579167 + Penalty 7049.771292 = -26751627.807875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18126.520000 sec): 3 clusters
  Score: Raw -26697755.049057 + Penalty 14099.542584 = -26683655.506473
  nChanged 45555
		SP:Iteration 1F (18127.280000 sec): 3 clusters
  Score: Raw -26723048.061628 + Penalty 14099.542584 = -26708948.519044
  nChanged 4352
		SP:Iteration 2Q (18128.050000 sec): 3 clusters
  Score: Raw -26724665.060142 + Penalty 14099.542584 = -26710565.517557
  nChanged 4408
		SP:Iteration 3Q (18128.810000 sec): 3 clusters
  Score: Raw -26726581.018904 + Penalty 14099.542584 = -26712481.476319
  nChanged 4617
		SP:Iteration 4Q (18129.580000 sec): 3 clusters
  Score: Raw -26728874.808421 + Penalty 14099.542584 = -26714775.265837
  nChanged 4813
		SP:Iteration 5Q (18130.350000 sec): 3 clusters
  Score: Raw -26731573.182343 + Penalty 14099.542584 = -26717473.639759
  nChanged 5109
		SP:Iteration 6F (18131.110000 sec): 3 clusters
  Score: Raw -26734638.934177 + Penalty 14099.542584 = -26720539.391593
  nChanged 5450
		SP:Iteration 7F (18131.870000 sec): 3 clusters
  Score: Raw -26738144.708886 + Penalty 14099.542584 = -26724045.166302
  nChanged 5529
		SP:Iteration 8F (18132.630000 sec): 3 clusters
  Score: Raw -26742029.013621 + Penalty 14099.542584 = -26727929.471036
  nChanged 5496
		SP:Iteration 9F (18133.400000 sec): 3 clusters
  Score: Raw -26745803.466408 + Penalty 14099.542584 = -26731703.923824
  nChanged 4993
		SP:Iteration 10F (18134.160000 sec): 3 clusters
  Score: Raw -26748933.717124 + Penalty 14099.542584 = -26734834.174540
  nChanged 4275
		SP:Iteration 11Q (18134.880000 sec): 3 clusters
  Score: Raw -26751005.463628 + Penalty 14099.542584 = -26736905.921044
  nChanged 3319
		SP:Iteration 12Q (18135.590000 sec): 3 clusters
  Score: Raw -26752228.600308 + Penalty 14099.542584 = -26738129.057724
  nChanged 2455
		SP:Iteration 13Q (18136.300000 sec): 3 clusters
  Score: Raw -26752924.781106 + Penalty 14099.542584 = -26738825.238522
  nChanged 1837
		SP:Iteration 14Q (18137.000000 sec): 3 clusters
  Score: Raw -26753339.688651 + Penalty 14099.542584 = -26739240.146066
  nChanged 1439
		SP:Iteration 15Q (18137.700000 sec): 3 clusters
  Score: Raw -26753606.342582 + Penalty 14099.542584 = -26739506.799998
  nChanged 1071
		SP:Iteration 16Q (18138.390000 sec): 3 clusters
  Score: Raw -26753769.807982 + Penalty 14099.542584 = -26739670.265398
  nChanged 840
		SP:Iteration 17Q (18139.080000 sec): 3 clusters
  Score: Raw -26753886.706399 + Penalty 14099.542584 = -26739787.163815
  nChanged 705
		SP:Iteration 18Q (18139.770000 sec): 3 clusters
  Score: Raw -26753983.049939 + Penalty 14099.542584 = -26739883.507355
  nChanged 657
		SP:Iteration 19Q (18140.460000 sec): 3 clusters
  Score: Raw -26754064.515710 + Penalty 14099.542584 = -26739964.973126
  nChanged 559
		SP:Iteration 20F (18141.210000 sec): 3 clusters
  Score: Raw -26754125.796054 + Penalty 14099.542584 = -26740026.253470
  nChanged 516
		SP:Iteration 21Q (18141.900000 sec): 3 clusters
  Score: Raw -26754183.093878 + Penalty 14099.542584 = -26740083.551294
  nChanged 500
		SP:Iteration 22Q (18142.580000 sec): 3 clusters
  Score: Raw -26754237.436683 + Penalty 14099.542584 = -26740137.894098
  nChanged 489
		SP:Iteration 23Q (18143.260000 sec): 3 clusters
  Score: Raw -26754296.157735 + Penalty 14099.542584 = -26740196.615151
  nChanged 535
		SP:Iteration 24Q (18143.950000 sec): 3 clusters
  Score: Raw -26754365.535226 + Penalty 14099.542584 = -26740265.992642
  nChanged 562
		SP:Iteration 25Q (18144.630000 sec): 3 clusters
  Score: Raw -26754435.900394 + Penalty 14099.542584 = -26740336.357810
  nChanged 597
		SP:Iteration 26Q (18145.310000 sec): 3 clusters
  Score: Raw -26754512.488552 + Penalty 14099.542584 = -26740412.945967
  nChanged 644
		SP:Iteration 27Q (18146.000000 sec): 3 clusters
  Score: Raw -26754602.736672 + Penalty 14099.542584 = -26740503.194087
  nChanged 689
		SP:Iteration 28Q (18146.670000 sec): 3 clusters
  Score: Raw -26754710.004035 + Penalty 14099.542584 = -26740610.461451
  nChanged 713
		SP:Iteration 29Q (18147.350000 sec): 3 clusters
  Score: Raw -26754824.213114 + Penalty 14099.542584 = -26740724.670530
  nChanged 803
		SP:Iteration 30Q (18148.020000 sec): 3 clusters
  Score: Raw -26754964.036012 + Penalty 14099.542584 = -26740864.493427
  nChanged 855
		SP:Iteration 31Q (18148.700000 sec): 3 clusters
  Score: Raw -26755127.723834 + Penalty 14099.542584 = -26741028.181250
  nChanged 900
		SP:Iteration 32Q (18149.380000 sec): 3 clusters
  Score: Raw -26755302.630081 + Penalty 14099.542584 = -26741203.087496
  nChanged 939
		SP:Iteration 33Q (18150.050000 sec): 3 clusters
  Score: Raw -26755508.918820 + Penalty 14099.542584 = -26741409.376236
  nChanged 1029
		SP:Iteration 34Q (18150.720000 sec): 3 clusters
  Score: Raw -26755748.312703 + Penalty 14099.542584 = -26741648.770119
  nChanged 1125
		SP:Iteration 35Q (18151.380000 sec): 3 clusters
  Score: Raw -26756009.945451 + Penalty 14099.542584 = -26741910.402867
  nChanged 1150
		SP:Iteration 36Q (18152.050000 sec): 3 clusters
  Score: Raw -26756309.373238 + Penalty 14099.542584 = -26742209.830653
  nChanged 1231
		SP:Iteration 37Q (18152.710000 sec): 3 clusters
  Score: Raw -26756652.646688 + Penalty 14099.542584 = -26742553.104103
  nChanged 1234
		SP:Iteration 38Q (18153.370000 sec): 3 clusters
  Score: Raw -26757019.925805 + Penalty 14099.542584 = -26742920.383221
  nChanged 1277
		SP:Iteration 39Q (18154.030000 sec): 3 clusters
  Score: Raw -26757428.223667 + Penalty 14099.542584 = -26743328.681083
  nChanged 1296
		SP:Iteration 40F (18154.780000 sec): 3 clusters
  Score: Raw -26757868.416319 + Penalty 14099.542584 = -26743768.873735
  nChanged 1292
		SP:Iteration 41Q (18155.430000 sec): 3 clusters
  Score: Raw -26758309.293282 + Penalty 14099.542584 = -26744209.750698
  nChanged 1154
		SP:Iteration 42Q (18156.080000 sec): 3 clusters
  Score: Raw -26758717.069889 + Penalty 14099.542584 = -26744617.527305
  nChanged 1127
		SP:Iteration 43Q (18156.710000 sec): 3 clusters
  Score: Raw -26759131.531198 + Penalty 14099.542584 = -26745031.988613
  nChanged 1041
		SP:Iteration 44Q (18157.350000 sec): 3 clusters
  Score: Raw -26759512.763288 + Penalty 14099.542584 = -26745413.220703
  nChanged 948
		SP:Iteration 45Q (18157.970000 sec): 3 clusters
  Score: Raw -26759837.705841 + Penalty 14099.542584 = -26745738.163257
  nChanged 776
		SP:Iteration 46Q (18158.590000 sec): 3 clusters
  Score: Raw -26760087.045075 + Penalty 14099.542584 = -26745987.502490
  nChanged 710
		SP:Iteration 47Q (18159.210000 sec): 3 clusters
  Score: Raw -26760321.591003 + Penalty 14099.542584 = -26746222.048419
  nChanged 638
		SP:Iteration 48Q (18159.830000 sec): 3 clusters
  Score: Raw -26760524.897280 + Penalty 14099.542584 = -26746425.354696
  nChanged 516
		SP:Iteration 49Q (18160.430000 sec): 3 clusters
  Score: Raw -26760672.986019 + Penalty 14099.542584 = -26746573.443435
  nChanged 444
		SP:Iteration 50Q (18161.030000 sec): 3 clusters
  Score: Raw -26760794.961566 + Penalty 14099.542584 = -26746695.418981
  nChanged 398
		SP:Iteration 51Q (18161.630000 sec): 3 clusters
  Score: Raw -26760903.428259 + Penalty 14099.542584 = -26746803.885675
  nChanged 338
		SP:Iteration 52Q (18162.230000 sec): 3 clusters
  Score: Raw -26760993.589783 + Penalty 14099.542584 = -26746894.047199
  nChanged 286
		SP:Iteration 53Q (18162.830000 sec): 3 clusters
  Score: Raw -26761067.469227 + Penalty 14099.542584 = -26746967.926642
  nChanged 232
		SP:Iteration 54Q (18163.420000 sec): 3 clusters
  Score: Raw -26761129.196736 + Penalty 14099.542584 = -26747029.654151
  nChanged 218
		SP:Iteration 55Q (18164.010000 sec): 3 clusters
  Score: Raw -26761181.912969 + Penalty 14099.542584 = -26747082.370385
  nChanged 180
		SP:Iteration 56Q (18164.600000 sec): 3 clusters
  Score: Raw -26761226.977588 + Penalty 14099.542584 = -26747127.435003
  nChanged 170
		SP:Iteration 57Q (18165.190000 sec): 3 clusters
  Score: Raw -26761263.857205 + Penalty 14099.542584 = -26747164.314620
  nChanged 117
		SP:Iteration 58Q (18165.770000 sec): 3 clusters
  Score: Raw -26761290.332610 + Penalty 14099.542584 = -26747190.790025
  nChanged 97
		SP:Iteration 59Q (18166.360000 sec): 3 clusters
  Score: Raw -26761309.437175 + Penalty 14099.542584 = -26747209.894591
  nChanged 94
		SP:Iteration 60F (18167.110000 sec): 3 clusters
  Score: Raw -26761329.614162 + Penalty 14099.542584 = -26747230.071578
  nChanged 79
		SP:Iteration 61Q (18167.700000 sec): 3 clusters
  Score: Raw -26761346.579098 + Penalty 14099.542584 = -26747247.036513
  nChanged 75
		SP:Iteration 62Q (18168.280000 sec): 3 clusters
  Score: Raw -26761362.426124 + Penalty 14099.542584 = -26747262.883540
  nChanged 65
		SP:Iteration 63Q (18168.860000 sec): 3 clusters
  Score: Raw -26761374.945715 + Penalty 14099.542584 = -26747275.403130
  nChanged 49
		SP:Iteration 64Q (18169.440000 sec): 3 clusters
  Score: Raw -26761384.915523 + Penalty 14099.542584 = -26747285.372939
  nChanged 49
		SP:Iteration 65Q (18170.020000 sec): 3 clusters
  Score: Raw -26761395.318573 + Penalty 14099.542584 = -26747295.775989
  nChanged 42
		SP:Iteration 66Q (18170.600000 sec): 3 clusters
  Score: Raw -26761403.890224 + Penalty 14099.542584 = -26747304.347640
  nChanged 31
		SP:Iteration 67Q (18171.180000 sec): 3 clusters
  Score: Raw -26761409.984042 + Penalty 14099.542584 = -26747310.441458
  nChanged 22
		SP:Iteration 68Q (18171.760000 sec): 3 clusters
  Score: Raw -26761414.082813 + Penalty 14099.542584 = -26747314.540229
  nChanged 21
		SP:Iteration 69Q (18172.340000 sec): 3 clusters
  Score: Raw -26761417.920811 + Penalty 14099.542584 = -26747318.378227
  nChanged 23
		SP:Iteration 70Q (18172.920000 sec): 3 clusters
  Score: Raw -26761421.760658 + Penalty 14099.542584 = -26747322.218074
  nChanged 19
		SP:Iteration 71Q (18173.500000 sec): 3 clusters
  Score: Raw -26761425.779756 + Penalty 14099.542584 = -26747326.237172
  nChanged 25
		SP:Iteration 72Q (18174.080000 sec): 3 clusters
  Score: Raw -26761430.267879 + Penalty 14099.542584 = -26747330.725295
  nChanged 24
		SP:Iteration 73Q (18174.660000 sec): 3 clusters
  Score: Raw -26761435.714688 + Penalty 14099.542584 = -26747336.172103
  nChanged 27
		SP:Iteration 74Q (18175.240000 sec): 3 clusters
  Score: Raw -26761440.326447 + Penalty 14099.542584 = -26747340.783862
  nChanged 21
		SP:Iteration 75Q (18175.820000 sec): 3 clusters
  Score: Raw -26761444.496471 + Penalty 14099.542584 = -26747344.953886
  nChanged 24
		SP:Iteration 76Q (18176.390000 sec): 3 clusters
  Score: Raw -26761449.238685 + Penalty 14099.542584 = -26747349.696101
  nChanged 27
		SP:Iteration 77Q (18176.970000 sec): 3 clusters
  Score: Raw -26761454.714502 + Penalty 14099.542584 = -26747355.171918
  nChanged 20
		SP:Iteration 78Q (18177.550000 sec): 3 clusters
  Score: Raw -26761458.445562 + Penalty 14099.542584 = -26747358.902978
  nChanged 20
		SP:Iteration 79Q (18178.130000 sec): 3 clusters
  Score: Raw -26761462.423360 + Penalty 14099.542584 = -26747362.880776
  nChanged 13
		SP:Iteration 80F (18178.890000 sec): 3 clusters
  Score: Raw -26761464.959365 + Penalty 14099.542584 = -26747365.416781
  nChanged 13
		SP:Iteration 81Q (18179.470000 sec): 3 clusters
  Score: Raw -26761467.537234 + Penalty 14099.542584 = -26747367.994649
  nChanged 10
		SP:Iteration 82Q (18180.040000 sec): 3 clusters
  Score: Raw -26761468.989340 + Penalty 14099.542584 = -26747369.446756
  nChanged 7
		SP:Iteration 83Q (18180.620000 sec): 3 clusters
  Score: Raw -26761469.961219 + Penalty 14099.542584 = -26747370.418635
  nChanged 5
		SP:Iteration 84Q (18181.200000 sec): 3 clusters
  Score: Raw -26761470.586057 + Penalty 14099.542584 = -26747371.043473
  nChanged 5
		SP:Iteration 85Q (18181.780000 sec): 3 clusters
  Score: Raw -26761471.327924 + Penalty 14099.542584 = -26747371.785339
  nChanged 4
		SP:Iteration 86Q (18182.350000 sec): 3 clusters
  Score: Raw -26761472.148088 + Penalty 14099.542584 = -26747372.605504
  nChanged 2
		SP:Iteration 87Q (18182.930000 sec): 3 clusters
  Score: Raw -26761472.457155 + Penalty 14099.542584 = -26747372.914571
  nChanged 3
		SP:Iteration 88Q (18183.510000 sec): 3 clusters
  Score: Raw -26761473.159976 + Penalty 14099.542584 = -26747373.617391
  nChanged 3
		SP:Iteration 89Q (18184.090000 sec): 3 clusters
  Score: Raw -26761473.533388 + Penalty 14099.542584 = -26747373.990804
  nChanged 6
		SP:Iteration 90Q (18184.670000 sec): 3 clusters
  Score: Raw -26761474.896761 + Penalty 14099.542584 = -26747375.354177
  nChanged 10
		SP:Iteration 91Q (18185.250000 sec): 3 clusters
  Score: Raw -26761476.443237 + Penalty 14099.542584 = -26747376.900652
  nChanged 8
		SP:Iteration 92Q (18185.830000 sec): 3 clusters
  Score: Raw -26761477.847982 + Penalty 14099.542584 = -26747378.305398
  nChanged 14
		SP:Iteration 93Q (18186.410000 sec): 3 clusters
  Score: Raw -26761480.104752 + Penalty 14099.542584 = -26747380.562168
  nChanged 11
		SP:Iteration 94Q (18186.990000 sec): 3 clusters
  Score: Raw -26761482.256511 + Penalty 14099.542584 = -26747382.713927
  nChanged 6
		SP:Iteration 95Q (18187.580000 sec): 3 clusters
  Score: Raw -26761483.326254 + Penalty 14099.542584 = -26747383.783670
  nChanged 7
		SP:Iteration 96Q (18188.160000 sec): 3 clusters
  Score: Raw -26761484.516170 + Penalty 14099.542584 = -26747384.973586
  nChanged 7
		SP:Iteration 97Q (18188.740000 sec): 3 clusters
  Score: Raw -26761485.894305 + Penalty 14099.542584 = -26747386.351720
  nChanged 14
		SP:Iteration 98Q (18189.320000 sec): 3 clusters
  Score: Raw -26761488.211474 + Penalty 14099.542584 = -26747388.668890
  nChanged 11
		SP:Iteration 99Q (18189.900000 sec): 3 clusters
  Score: Raw -26761490.633138 + Penalty 14099.542584 = -26747391.090554
  nChanged 22
		SP:Iteration 100F (18190.660000 sec): 3 clusters
  Score: Raw -26761494.714644 + Penalty 14099.542584 = -26747395.172060
  nChanged 13
		SP:Iteration 101Q (18191.230000 sec): 3 clusters
  Score: Raw -26761496.735402 + Penalty 14099.542584 = -26747397.192817
  nChanged 9
		SP:Iteration 102Q (18191.800000 sec): 3 clusters
  Score: Raw -26761498.479267 + Penalty 14099.542584 = -26747398.936683
  nChanged 13
		SP:Iteration 103Q (18192.380000 sec): 3 clusters
  Score: Raw -26761500.928374 + Penalty 14099.542584 = -26747401.385790
  nChanged 13
		SP:Iteration 104Q (18192.960000 sec): 3 clusters
  Score: Raw -26761503.748926 + Penalty 14099.542584 = -26747404.206342
  nChanged 14
		SP:Iteration 105Q (18193.530000 sec): 3 clusters
  Score: Raw -26761506.144992 + Penalty 14099.542584 = -26747406.602408
  nChanged 6
		SP:Iteration 106Q (18194.110000 sec): 3 clusters
  Score: Raw -26761507.170092 + Penalty 14099.542584 = -26747407.627508
  nChanged 5
		SP:Iteration 107Q (18194.680000 sec): 3 clusters
  Score: Raw -26761508.127691 + Penalty 14099.542584 = -26747408.585106
  nChanged 5
		SP:Iteration 108Q (18195.260000 sec): 3 clusters
  Score: Raw -26761509.037298 + Penalty 14099.542584 = -26747409.494714
  nChanged 5
		SP:Iteration 109Q (18195.830000 sec): 3 clusters
  Score: Raw -26761509.824079 + Penalty 14099.542584 = -26747410.281495
  nChanged 3
		SP:Iteration 110Q (18196.410000 sec): 3 clusters
  Score: Raw -26761510.368059 + Penalty 14099.542584 = -26747410.825475
  nChanged 5
		SP:Iteration 111Q (18196.980000 sec): 3 clusters
  Score: Raw -26761511.123354 + Penalty 14099.542584 = -26747411.580769
  nChanged 6
		SP:Iteration 112Q (18197.560000 sec): 3 clusters
  Score: Raw -26761512.051910 + Penalty 14099.542584 = -26747412.509326
  nChanged 4
		SP:Iteration 113Q (18198.140000 sec): 3 clusters
  Score: Raw -26761512.579981 + Penalty 14099.542584 = -26747413.037396
  nChanged 3
		SP:Iteration 114Q (18198.710000 sec): 3 clusters
  Score: Raw -26761513.049847 + Penalty 14099.542584 = -26747413.507262
  nChanged 5
		SP:Iteration 115Q (18199.290000 sec): 3 clusters
  Score: Raw -26761513.784642 + Penalty 14099.542584 = -26747414.242058
  nChanged 4
		SP:Iteration 116Q (18199.860000 sec): 3 clusters
  Score: Raw -26761514.457337 + Penalty 14099.542584 = -26747414.914753
  nChanged 6
		SP:Iteration 117Q (18200.440000 sec): 3 clusters
  Score: Raw -26761515.557381 + Penalty 14099.542584 = -26747416.014797
  nChanged 4
		SP:Iteration 118Q (18201.010000 sec): 3 clusters
  Score: Raw -26761516.160606 + Penalty 14099.542584 = -26747416.618022
  nChanged 3
		SP:Iteration 119Q (18201.590000 sec): 3 clusters
  Score: Raw -26761516.600708 + Penalty 14099.542584 = -26747417.058123
  nChanged 5
		SP:Iteration 120F (18202.350000 sec): 3 clusters
  Score: Raw -26761517.433315 + Penalty 14099.542584 = -26747417.890730
  nChanged 2
		SP:Iteration 121Q (18202.920000 sec): 3 clusters
  Score: Raw -26761517.623709 + Penalty 14099.542584 = -26747418.081125
  nChanged 2
		SP:Iteration 122Q (18203.500000 sec): 3 clusters
  Score: Raw -26761517.917381 + Penalty 14099.542584 = -26747418.374796
  nChanged 3
		SP:Iteration 123Q (18204.080000 sec): 3 clusters
  Score: Raw -26761518.244141 + Penalty 14099.542584 = -26747418.701556
  nChanged 2
		SP:Iteration 124Q (18204.660000 sec): 3 clusters
  Score: Raw -26761518.486026 + Penalty 14099.542584 = -26747418.943441
  nChanged 3
		SP:Iteration 125Q (18205.230000 sec): 3 clusters
  Score: Raw -26761518.930119 + Penalty 14099.542584 = -26747419.387534
  nChanged 3
		SP:Iteration 126Q (18205.810000 sec): 3 clusters
  Score: Raw -26761519.327902 + Penalty 14099.542584 = -26747419.785318
  nChanged 2
		SP:Iteration 127Q (18206.380000 sec): 3 clusters
  Score: Raw -26761519.729353 + Penalty 14099.542584 = -26747420.186769
  nChanged 5
		SP:Iteration 128Q (18206.960000 sec): 3 clusters
  Score: Raw -26761520.362376 + Penalty 14099.542584 = -26747420.819792
  nChanged 5
		SP:Iteration 129Q (18207.530000 sec): 3 clusters
  Score: Raw -26761521.336491 + Penalty 14099.542584 = -26747421.793906
  nChanged 7
		SP:Iteration 130Q (18208.110000 sec): 3 clusters
  Score: Raw -26761522.709828 + Penalty 14099.542584 = -26747423.167244
  nChanged 9
		SP:Iteration 131Q (18208.680000 sec): 3 clusters
  Score: Raw -26761524.260624 + Penalty 14099.542584 = -26747424.718040
  nChanged 10
		SP:Iteration 132Q (18209.260000 sec): 3 clusters
  Score: Raw -26761526.386642 + Penalty 14099.542584 = -26747426.844058
  nChanged 10
		SP:Iteration 133Q (18209.830000 sec): 3 clusters
  Score: Raw -26761528.122796 + Penalty 14099.542584 = -26747428.580212
  nChanged 1
		SP:Iteration 134Q (18210.410000 sec): 3 clusters
  Score: Raw -26761528.341794 + Penalty 14099.542584 = -26747428.799210
  nChanged 3
		SP:Iteration 135Q (18210.980000 sec): 3 clusters
  Score: Raw -26761528.749608 + Penalty 14099.542584 = -26747429.207024
  nChanged 1
		SP:Iteration 136Q (18211.560000 sec): 3 clusters
  Score: Raw -26761528.963612 + Penalty 14099.542584 = -26747429.421028
  nChanged 2
		SP:Iteration 137Q (18212.130000 sec): 3 clusters
  Score: Raw -26761529.183463 + Penalty 14099.542584 = -26747429.640879
  nChanged 0
		SP:Iteration 138F (18212.890000 sec): 3 clusters
  Score: Raw -26761529.183463 + Penalty 14099.542584 = -26747429.640879
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 34 (86601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18213.430000 sec): 2 clusters
  Score: Raw -22949691.376840 + Penalty 6963.553318 = -22942727.823522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18214.100000 sec): 3 clusters
  Score: Raw -22897328.016656 + Penalty 13927.106636 = -22883400.910019
  nChanged 39253
		SP:Iteration 1F (18214.750000 sec): 3 clusters
  Score: Raw -22919095.197490 + Penalty 13927.106636 = -22905168.090853
  nChanged 4395
		SP:Iteration 2F (18215.410000 sec): 3 clusters
  Score: Raw -22921080.648168 + Penalty 13927.106636 = -22907153.541531
  nChanged 4759
		SP:Iteration 3F (18216.070000 sec): 3 clusters
  Score: Raw -22923620.939054 + Penalty 13927.106636 = -22909693.832418
  nChanged 5470
		SP:Iteration 4F (18216.730000 sec): 3 clusters
  Score: Raw -22927054.721007 + Penalty 13927.106636 = -22913127.614371
  nChanged 6447
		SP:Iteration 5F (18217.390000 sec): 3 clusters
  Score: Raw -22931629.007964 + Penalty 13927.106636 = -22917701.901327
  nChanged 6845
		SP:Iteration 6F (18218.050000 sec): 3 clusters
  Score: Raw -22937202.732226 + Penalty 13927.106636 = -22923275.625590
  nChanged 6450
		SP:Iteration 7F (18218.710000 sec): 3 clusters
  Score: Raw -22943029.629968 + Penalty 13927.106636 = -22929102.523331
  nChanged 4997
		SP:Iteration 8F (18219.370000 sec): 3 clusters
  Score: Raw -22947979.577529 + Penalty 13927.106636 = -22934052.470892
  nChanged 3235
		SP:Iteration 9Q (18220.010000 sec): 3 clusters
  Score: Raw -22950959.527642 + Penalty 13927.106636 = -22937032.421006
  nChanged 1889
		SP:Iteration 10Q (18220.640000 sec): 3 clusters
  Score: Raw -22952484.899727 + Penalty 13927.106636 = -22938557.793091
  nChanged 1268
		SP:Iteration 11Q (18221.230000 sec): 3 clusters
  Score: Raw -22953621.605228 + Penalty 13927.106636 = -22939694.498592
  nChanged 912
		SP:Iteration 12Q (18221.790000 sec): 3 clusters
  Score: Raw -22954700.720645 + Penalty 13927.106636 = -22940773.614009
  nChanged 726
		SP:Iteration 13Q (18222.320000 sec): 3 clusters
  Score: Raw -22955524.959509 + Penalty 13927.106636 = -22941597.852873
  nChanged 535
		SP:Iteration 14Q (18222.830000 sec): 3 clusters
  Score: Raw -22955895.541058 + Penalty 13927.106636 = -22941968.434422
  nChanged 358
		SP:Iteration 15Q (18223.330000 sec): 3 clusters
  Score: Raw -22956040.501732 + Penalty 13927.106636 = -22942113.395095
  nChanged 250
		SP:Iteration 16Q (18223.830000 sec): 3 clusters
  Score: Raw -22956114.126773 + Penalty 13927.106636 = -22942187.020136
  nChanged 160
		SP:Iteration 17Q (18224.320000 sec): 3 clusters
  Score: Raw -22956145.684232 + Penalty 13927.106636 = -22942218.577596
  nChanged 91
		SP:Iteration 18Q (18224.810000 sec): 3 clusters
  Score: Raw -22956160.817731 + Penalty 13927.106636 = -22942233.711095
  nChanged 55
		SP:Iteration 19Q (18225.300000 sec): 3 clusters
  Score: Raw -22956169.740829 + Penalty 13927.106636 = -22942242.634193
  nChanged 30
		SP:Iteration 20F (18225.960000 sec): 3 clusters
  Score: Raw -22956173.955114 + Penalty 13927.106636 = -22942246.848478
  nChanged 21
		SP:Iteration 21Q (18226.450000 sec): 3 clusters
  Score: Raw -22956176.197361 + Penalty 13927.106636 = -22942249.090725
  nChanged 18
		SP:Iteration 22Q (18226.940000 sec): 3 clusters
  Score: Raw -22956178.886382 + Penalty 13927.106636 = -22942251.779745
  nChanged 16
		SP:Iteration 23Q (18227.430000 sec): 3 clusters
  Score: Raw -22956181.229580 + Penalty 13927.106636 = -22942254.122944
  nChanged 15
		SP:Iteration 24Q (18227.920000 sec): 3 clusters
  Score: Raw -22956182.960262 + Penalty 13927.106636 = -22942255.853625
  nChanged 10
		SP:Iteration 25Q (18228.420000 sec): 3 clusters
  Score: Raw -22956183.787963 + Penalty 13927.106636 = -22942256.681327
  nChanged 5
		SP:Iteration 26Q (18228.910000 sec): 3 clusters
  Score: Raw -22956184.160479 + Penalty 13927.106636 = -22942257.053843
  nChanged 6
		SP:Iteration 27Q (18229.400000 sec): 3 clusters
  Score: Raw -22956184.760913 + Penalty 13927.106636 = -22942257.654277
  nChanged 1
		SP:Iteration 28Q (18229.890000 sec): 3 clusters
  Score: Raw -22956184.817018 + Penalty 13927.106636 = -22942257.710382
  nChanged 1
		SP:Iteration 29Q (18230.380000 sec): 3 clusters
  Score: Raw -22956184.922770 + Penalty 13927.106636 = -22942257.816133
  nChanged 1
		SP:Iteration 30Q (18230.860000 sec): 3 clusters
  Score: Raw -22956185.098392 + Penalty 13927.106636 = -22942257.991756
  nChanged 1
		SP:Iteration 31Q (18231.360000 sec): 3 clusters
  Score: Raw -22956185.164265 + Penalty 13927.106636 = -22942258.057629
  nChanged 1
		SP:Iteration 32Q (18231.850000 sec): 3 clusters
  Score: Raw -22956185.239244 + Penalty 13927.106636 = -22942258.132608
  nChanged 0
		SP:Iteration 33F (18232.500000 sec): 3 clusters
  Score: Raw -22956185.239244 + Penalty 13927.106636 = -22942258.132608
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 35 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18232.560000 sec): 2 clusters
  Score: Raw -102208.350011 + Penalty 3675.866613 = -98532.483398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18232.560000 sec): 3 clusters
  Score: Raw -102686.408676 + Penalty 7351.733226 = -95334.675450
  nChanged 20
		SP:Iteration 1Q (18232.570000 sec): 3 clusters
  Score: Raw -102794.873177 + Penalty 7351.733226 = -95443.139951
  nChanged 6
		SP:Iteration 2Q (18232.570000 sec): 3 clusters
  Score: Raw -102829.037172 + Penalty 7351.733226 = -95477.303946
  nChanged 2
		SP:Iteration 3Q (18232.580000 sec): 3 clusters
  Score: Raw -102852.323256 + Penalty 7351.733226 = -95500.590030
  nChanged 0
		SP:Iteration 4F (18232.580000 sec): 3 clusters
  Score: Raw -102852.323256 + Penalty 7351.733226 = -95500.590030
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 36 (1612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18232.600000 sec): 2 clusters
  Score: Raw -398177.129124 + Penalty 4523.453940 = -393653.675184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18232.610000 sec): 3 clusters
  Score: Raw -398111.254384 + Penalty 9046.907881 = -389064.346503
  nChanged 364
		SP:Iteration 1F (18232.620000 sec): 3 clusters
  Score: Raw -398783.343964 + Penalty 9046.907881 = -389736.436083
  nChanged 120
		SP:Iteration 2F (18232.630000 sec): 3 clusters
  Score: Raw -399073.006747 + Penalty 9046.907881 = -390026.098866
  nChanged 80
		SP:Iteration 3Q (18232.640000 sec): 3 clusters
  Score: Raw -399297.727760 + Penalty 9046.907881 = -390250.819879
  nChanged 84
		SP:Iteration 4F (18232.660000 sec): 3 clusters
  Score: Raw -399542.975526 + Penalty 9046.907881 = -390496.067645
  nChanged 80
		SP:Iteration 5Q (18232.670000 sec): 3 clusters
  Score: Raw -399809.475623 + Penalty 9046.907881 = -390762.567743
  nChanged 72
		SP:Iteration 6Q (18232.680000 sec): 3 clusters
  Score: Raw -400154.110880 + Penalty 9046.907881 = -391107.202999
  nChanged 78
		SP:Iteration 7Q (18232.690000 sec): 3 clusters
  Score: Raw -400483.393308 + Penalty 9046.907881 = -391436.485427
  nChanged 60
		SP:Iteration 8Q (18232.700000 sec): 3 clusters
  Score: Raw -400656.594342 + Penalty 9046.907881 = -391609.686462
  nChanged 27
		SP:Iteration 9Q (18232.710000 sec): 3 clusters
  Score: Raw -400712.727424 + Penalty 9046.907881 = -391665.819544
  nChanged 11
		SP:Iteration 10Q (18232.720000 sec): 3 clusters
  Score: Raw -400741.307584 + Penalty 9046.907881 = -391694.399703
  nChanged 6
		SP:Iteration 11Q (18232.730000 sec): 3 clusters
  Score: Raw -400751.782726 + Penalty 9046.907881 = -391704.874845
  nChanged 2
		SP:Iteration 12Q (18232.740000 sec): 3 clusters
  Score: Raw -400756.889553 + Penalty 9046.907881 = -391709.981672
  nChanged 1
		SP:Iteration 13Q (18232.750000 sec): 3 clusters
  Score: Raw -400759.568000 + Penalty 9046.907881 = -391712.660119
  nChanged 1
		SP:Iteration 14Q (18232.760000 sec): 3 clusters
  Score: Raw -400760.487748 + Penalty 9046.907881 = -391713.579868
  nChanged 0
		SP:Iteration 15F (18232.770000 sec): 3 clusters
  Score: Raw -400763.117645 + Penalty 9046.907881 = -391716.209764
  nChanged 3
		SP:Iteration 16Q (18232.780000 sec): 3 clusters
  Score: Raw -400788.132224 + Penalty 9046.907881 = -391741.224343
  nChanged 4
		SP:Iteration 17Q (18232.790000 sec): 3 clusters
  Score: Raw -400804.852375 + Penalty 9046.907881 = -391757.944494
  nChanged 4
		SP:Iteration 18Q (18232.800000 sec): 3 clusters
  Score: Raw -400812.245299 + Penalty 9046.907881 = -391765.337419
  nChanged 0
		SP:Iteration 19F (18232.820000 sec): 3 clusters
  Score: Raw -400812.245299 + Penalty 9046.907881 = -391765.337419
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 37 (6660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18232.860000 sec): 2 clusters
  Score: Raw -1716177.157664 + Penalty 5392.373293 = -1710784.784372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18232.910000 sec): 3 clusters
  Score: Raw -1713418.911507 + Penalty 10784.746585 = -1702634.164922
  nChanged 2253
		SP:Iteration 1F (18232.960000 sec): 3 clusters
  Score: Raw -1714937.962293 + Penalty 10784.746585 = -1704153.215708
  nChanged 541
		SP:Iteration 2F (18233.010000 sec): 3 clusters
  Score: Raw -1715347.213938 + Penalty 10784.746585 = -1704562.467352
  nChanged 300
		SP:Iteration 3Q (18233.060000 sec): 3 clusters
  Score: Raw -1715595.828294 + Penalty 10784.746585 = -1704811.081708
  nChanged 262
		SP:Iteration 4Q (18233.110000 sec): 3 clusters
  Score: Raw -1715841.309371 + Penalty 10784.746585 = -1705056.562786
  nChanged 228
		SP:Iteration 5Q (18233.160000 sec): 3 clusters
  Score: Raw -1716089.141888 + Penalty 10784.746585 = -1705304.395303
  nChanged 223
		SP:Iteration 6Q (18233.210000 sec): 3 clusters
  Score: Raw -1716302.610633 + Penalty 10784.746585 = -1705517.864048
  nChanged 226
		SP:Iteration 7Q (18233.260000 sec): 3 clusters
  Score: Raw -1716507.554298 + Penalty 10784.746585 = -1705722.807712
  nChanged 216
		SP:Iteration 8Q (18233.310000 sec): 3 clusters
  Score: Raw -1716687.191589 + Penalty 10784.746585 = -1705902.445004
  nChanged 180
		SP:Iteration 9Q (18233.360000 sec): 3 clusters
  Score: Raw -1716863.101934 + Penalty 10784.746585 = -1706078.355349
  nChanged 189
		SP:Iteration 10Q (18233.400000 sec): 3 clusters
  Score: Raw -1717055.026989 + Penalty 10784.746585 = -1706270.280403
  nChanged 178
		SP:Iteration 11Q (18233.450000 sec): 3 clusters
  Score: Raw -1717249.626180 + Penalty 10784.746585 = -1706464.879595
  nChanged 197
		SP:Iteration 12Q (18233.500000 sec): 3 clusters
  Score: Raw -1717436.695553 + Penalty 10784.746585 = -1706651.948967
  nChanged 156
		SP:Iteration 13Q (18233.540000 sec): 3 clusters
  Score: Raw -1717590.499924 + Penalty 10784.746585 = -1706805.753339
  nChanged 146
		SP:Iteration 14Q (18233.590000 sec): 3 clusters
  Score: Raw -1717720.480058 + Penalty 10784.746585 = -1706935.733473
  nChanged 126
		SP:Iteration 15Q (18233.640000 sec): 3 clusters
  Score: Raw -1717814.951322 + Penalty 10784.746585 = -1707030.204737
  nChanged 106
		SP:Iteration 16Q (18233.680000 sec): 3 clusters
  Score: Raw -1717895.657399 + Penalty 10784.746585 = -1707110.910814
  nChanged 99
		SP:Iteration 17Q (18233.730000 sec): 3 clusters
  Score: Raw -1717976.338281 + Penalty 10784.746585 = -1707191.591696
  nChanged 88
		SP:Iteration 18Q (18233.780000 sec): 3 clusters
  Score: Raw -1718057.503630 + Penalty 10784.746585 = -1707272.757044
  nChanged 92
		SP:Iteration 19Q (18233.820000 sec): 3 clusters
  Score: Raw -1718152.304777 + Penalty 10784.746585 = -1707367.558191
  nChanged 106
		SP:Iteration 20F (18233.870000 sec): 3 clusters
  Score: Raw -1718270.095283 + Penalty 10784.746585 = -1707485.348698
  nChanged 102
		SP:Iteration 21Q (18233.920000 sec): 3 clusters
  Score: Raw -1718384.163779 + Penalty 10784.746585 = -1707599.417194
  nChanged 87
		SP:Iteration 22Q (18233.960000 sec): 3 clusters
  Score: Raw -1718475.114884 + Penalty 10784.746585 = -1707690.368299
  nChanged 70
		SP:Iteration 23Q (18234.000000 sec): 3 clusters
  Score: Raw -1718559.827178 + Penalty 10784.746585 = -1707775.080593
  nChanged 60
		SP:Iteration 24Q (18234.050000 sec): 3 clusters
  Score: Raw -1718638.083950 + Penalty 10784.746585 = -1707853.337364
  nChanged 75
		SP:Iteration 25Q (18234.090000 sec): 3 clusters
  Score: Raw -1718740.564967 + Penalty 10784.746585 = -1707955.818382
  nChanged 77
		SP:Iteration 26Q (18234.140000 sec): 3 clusters
  Score: Raw -1718869.399400 + Penalty 10784.746585 = -1708084.652815
  nChanged 88
		SP:Iteration 27Q (18234.180000 sec): 3 clusters
  Score: Raw -1719015.193955 + Penalty 10784.746585 = -1708230.447369
  nChanged 81
		SP:Iteration 28Q (18234.220000 sec): 3 clusters
  Score: Raw -1719130.048206 + Penalty 10784.746585 = -1708345.301621
  nChanged 74
		SP:Iteration 29Q (18234.260000 sec): 3 clusters
  Score: Raw -1719231.485401 + Penalty 10784.746585 = -1708446.738815
  nChanged 66
		SP:Iteration 30Q (18234.300000 sec): 3 clusters
  Score: Raw -1719342.040859 + Penalty 10784.746585 = -1708557.294274
  nChanged 69
		SP:Iteration 31Q (18234.340000 sec): 3 clusters
  Score: Raw -1719518.786735 + Penalty 10784.746585 = -1708734.040150
  nChanged 50
		SP:Iteration 32Q (18234.370000 sec): 3 clusters
  Score: Raw -1719661.668000 + Penalty 10784.746585 = -1708876.921415
  nChanged 39
		SP:Iteration 33Q (18234.410000 sec): 3 clusters
  Score: Raw -1719755.081677 + Penalty 10784.746585 = -1708970.335091
  nChanged 27
		SP:Iteration 34Q (18234.440000 sec): 3 clusters
  Score: Raw -1719786.482264 + Penalty 10784.746585 = -1709001.735679
  nChanged 26
		SP:Iteration 35Q (18234.480000 sec): 3 clusters
  Score: Raw -1719810.770090 + Penalty 10784.746585 = -1709026.023505
  nChanged 19
		SP:Iteration 36Q (18234.520000 sec): 3 clusters
  Score: Raw -1719826.998655 + Penalty 10784.746585 = -1709042.252070
  nChanged 23
		SP:Iteration 37Q (18234.550000 sec): 3 clusters
  Score: Raw -1719844.677849 + Penalty 10784.746585 = -1709059.931264
  nChanged 16
		SP:Iteration 38Q (18234.590000 sec): 3 clusters
  Score: Raw -1719861.698513 + Penalty 10784.746585 = -1709076.951927
  nChanged 16
		SP:Iteration 39Q (18234.630000 sec): 3 clusters
  Score: Raw -1719883.664058 + Penalty 10784.746585 = -1709098.917472
  nChanged 21
		SP:Iteration 40F (18234.680000 sec): 3 clusters
  Score: Raw -1719920.866114 + Penalty 10784.746585 = -1709136.119529
  nChanged 37
		SP:Iteration 41Q (18234.710000 sec): 3 clusters
  Score: Raw -1719977.034861 + Penalty 10784.746585 = -1709192.288276
  nChanged 43
		SP:Iteration 42Q (18234.750000 sec): 3 clusters
  Score: Raw -1720048.734803 + Penalty 10784.746585 = -1709263.988218
  nChanged 56
		SP:Iteration 43Q (18234.780000 sec): 3 clusters
  Score: Raw -1720122.654613 + Penalty 10784.746585 = -1709337.908028
  nChanged 43
		SP:Iteration 44Q (18234.820000 sec): 3 clusters
  Score: Raw -1720168.498484 + Penalty 10784.746585 = -1709383.751898
  nChanged 33
		SP:Iteration 45Q (18234.860000 sec): 3 clusters
  Score: Raw -1720197.127740 + Penalty 10784.746585 = -1709412.381155
  nChanged 12
		SP:Iteration 46Q (18234.900000 sec): 3 clusters
  Score: Raw -1720206.693626 + Penalty 10784.746585 = -1709421.947041
  nChanged 10
		SP:Iteration 47Q (18234.930000 sec): 3 clusters
  Score: Raw -1720215.197472 + Penalty 10784.746585 = -1709430.450887
  nChanged 15
		SP:Iteration 48Q (18234.970000 sec): 3 clusters
  Score: Raw -1720227.197735 + Penalty 10784.746585 = -1709442.451150
  nChanged 12
		SP:Iteration 49Q (18235.000000 sec): 3 clusters
  Score: Raw -1720236.313291 + Penalty 10784.746585 = -1709451.566706
  nChanged 15
		SP:Iteration 50Q (18235.040000 sec): 3 clusters
  Score: Raw -1720250.588666 + Penalty 10784.746585 = -1709465.842081
  nChanged 17
		SP:Iteration 51Q (18235.080000 sec): 3 clusters
  Score: Raw -1720261.765101 + Penalty 10784.746585 = -1709477.018516
  nChanged 11
		SP:Iteration 52Q (18235.110000 sec): 3 clusters
  Score: Raw -1720271.373826 + Penalty 10784.746585 = -1709486.627241
  nChanged 11
		SP:Iteration 53Q (18235.150000 sec): 3 clusters
  Score: Raw -1720279.486122 + Penalty 10784.746585 = -1709494.739536
  nChanged 8
		SP:Iteration 54Q (18235.180000 sec): 3 clusters
  Score: Raw -1720285.772190 + Penalty 10784.746585 = -1709501.025604
  nChanged 8
		SP:Iteration 55Q (18235.220000 sec): 3 clusters
  Score: Raw -1720293.135591 + Penalty 10784.746585 = -1709508.389005
  nChanged 4
		SP:Iteration 56Q (18235.260000 sec): 3 clusters
  Score: Raw -1720296.289675 + Penalty 10784.746585 = -1709511.543089
  nChanged 2
		SP:Iteration 57Q (18235.290000 sec): 3 clusters
  Score: Raw -1720296.991138 + Penalty 10784.746585 = -1709512.244553
  nChanged 0
		SP:Iteration 58F (18235.340000 sec): 3 clusters
  Score: Raw -1720297.531032 + Penalty 10784.746585 = -1709512.784447
  nChanged 2
		SP:Iteration 59Q (18235.380000 sec): 3 clusters
  Score: Raw -1720299.322052 + Penalty 10784.746585 = -1709514.575467
  nChanged 2
		SP:Iteration 60F (18235.430000 sec): 3 clusters
  Score: Raw -1720300.305168 + Penalty 10784.746585 = -1709515.558583
  nChanged 1
		SP:Iteration 61Q (18235.470000 sec): 3 clusters
  Score: Raw -1720300.850655 + Penalty 10784.746585 = -1709516.104070
  nChanged 2
		SP:Iteration 62Q (18235.500000 sec): 3 clusters
  Score: Raw -1720302.125027 + Penalty 10784.746585 = -1709517.378442
  nChanged 1
		SP:Iteration 63Q (18235.540000 sec): 3 clusters
  Score: Raw -1720302.714776 + Penalty 10784.746585 = -1709517.968191
  nChanged 1
		SP:Iteration 64Q (18235.580000 sec): 3 clusters
  Score: Raw -1720303.435414 + Penalty 10784.746585 = -1709518.688829
  nChanged 0
		SP:Iteration 65F (18235.620000 sec): 3 clusters
  Score: Raw -1720303.435414 + Penalty 10784.746585 = -1709518.688829
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 38 (21058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18235.770000 sec): 2 clusters
  Score: Raw -5561764.134404 + Penalty 6097.459436 = -5555666.674968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18235.930000 sec): 3 clusters
  Score: Raw -5550680.418312 + Penalty 12194.918873 = -5538485.499440
  nChanged 8596
		SP:Iteration 1F (18236.090000 sec): 3 clusters
  Score: Raw -5555304.010696 + Penalty 12194.918873 = -5543109.091824
  nChanged 1438
		SP:Iteration 2F (18236.250000 sec): 3 clusters
  Score: Raw -5556087.283906 + Penalty 12194.918873 = -5543892.365033
  nChanged 1173
		SP:Iteration 3F (18236.410000 sec): 3 clusters
  Score: Raw -5556769.270957 + Penalty 12194.918873 = -5544574.352084
  nChanged 1060
		SP:Iteration 4F (18236.570000 sec): 3 clusters
  Score: Raw -5557373.211817 + Penalty 12194.918873 = -5545178.292944
  nChanged 917
		SP:Iteration 5Q (18236.730000 sec): 3 clusters
  Score: Raw -5557839.123523 + Penalty 12194.918873 = -5545644.204651
  nChanged 816
		SP:Iteration 6Q (18236.880000 sec): 3 clusters
  Score: Raw -5558245.117057 + Penalty 12194.918873 = -5546050.198185
  nChanged 826
		SP:Iteration 7Q (18237.040000 sec): 3 clusters
  Score: Raw -5558640.156868 + Penalty 12194.918873 = -5546445.237995
  nChanged 764
		SP:Iteration 8Q (18237.200000 sec): 3 clusters
  Score: Raw -5559048.538017 + Penalty 12194.918873 = -5546853.619144
  nChanged 772
		SP:Iteration 9Q (18237.360000 sec): 3 clusters
  Score: Raw -5559459.817175 + Penalty 12194.918873 = -5547264.898303
  nChanged 778
		SP:Iteration 10Q (18237.520000 sec): 3 clusters
  Score: Raw -5559867.574787 + Penalty 12194.918873 = -5547672.655914
  nChanged 753
		SP:Iteration 11Q (18237.690000 sec): 3 clusters
  Score: Raw -5560248.455051 + Penalty 12194.918873 = -5548053.536178
  nChanged 686
		SP:Iteration 12Q (18237.850000 sec): 3 clusters
  Score: Raw -5560585.112263 + Penalty 12194.918873 = -5548390.193390
  nChanged 607
		SP:Iteration 13Q (18238.010000 sec): 3 clusters
  Score: Raw -5560893.532003 + Penalty 12194.918873 = -5548698.613130
  nChanged 583
		SP:Iteration 14Q (18238.170000 sec): 3 clusters
  Score: Raw -5561170.136370 + Penalty 12194.918873 = -5548975.217497
  nChanged 529
		SP:Iteration 15Q (18238.330000 sec): 3 clusters
  Score: Raw -5561415.973436 + Penalty 12194.918873 = -5549221.054563
  nChanged 451
		SP:Iteration 16Q (18238.490000 sec): 3 clusters
  Score: Raw -5561629.327957 + Penalty 12194.918873 = -5549434.409084
  nChanged 428
		SP:Iteration 17Q (18238.640000 sec): 3 clusters
  Score: Raw -5561833.880153 + Penalty 12194.918873 = -5549638.961280
  nChanged 380
		SP:Iteration 18Q (18238.800000 sec): 3 clusters
  Score: Raw -5562009.426228 + Penalty 12194.918873 = -5549814.507356
  nChanged 338
		SP:Iteration 19Q (18238.960000 sec): 3 clusters
  Score: Raw -5562165.443314 + Penalty 12194.918873 = -5549970.524441
  nChanged 298
		SP:Iteration 20F (18239.120000 sec): 3 clusters
  Score: Raw -5562292.540252 + Penalty 12194.918873 = -5550097.621379
  nChanged 265
		SP:Iteration 21Q (18239.270000 sec): 3 clusters
  Score: Raw -5562401.348817 + Penalty 12194.918873 = -5550206.429944
  nChanged 217
		SP:Iteration 22Q (18239.430000 sec): 3 clusters
  Score: Raw -5562498.387869 + Penalty 12194.918873 = -5550303.468996
  nChanged 198
		SP:Iteration 23Q (18239.580000 sec): 3 clusters
  Score: Raw -5562585.101302 + Penalty 12194.918873 = -5550390.182429
  nChanged 202
		SP:Iteration 24Q (18239.740000 sec): 3 clusters
  Score: Raw -5562667.637756 + Penalty 12194.918873 = -5550472.718883
  nChanged 154
		SP:Iteration 25Q (18239.890000 sec): 3 clusters
  Score: Raw -5562725.498835 + Penalty 12194.918873 = -5550530.579962
  nChanged 145
		SP:Iteration 26Q (18240.050000 sec): 3 clusters
  Score: Raw -5562783.232934 + Penalty 12194.918873 = -5550588.314062
  nChanged 130
		SP:Iteration 27Q (18240.200000 sec): 3 clusters
  Score: Raw -5562830.761469 + Penalty 12194.918873 = -5550635.842596
  nChanged 107
		SP:Iteration 28Q (18240.350000 sec): 3 clusters
  Score: Raw -5562872.988649 + Penalty 12194.918873 = -5550678.069776
  nChanged 121
		SP:Iteration 29Q (18240.500000 sec): 3 clusters
  Score: Raw -5562922.674954 + Penalty 12194.918873 = -5550727.756081
  nChanged 102
		SP:Iteration 30Q (18240.660000 sec): 3 clusters
  Score: Raw -5562965.064299 + Penalty 12194.918873 = -5550770.145426
  nChanged 87
		SP:Iteration 31Q (18240.810000 sec): 3 clusters
  Score: Raw -5563000.556751 + Penalty 12194.918873 = -5550805.637879
  nChanged 86
		SP:Iteration 32Q (18240.960000 sec): 3 clusters
  Score: Raw -5563035.286932 + Penalty 12194.918873 = -5550840.368059
  nChanged 84
		SP:Iteration 33Q (18241.110000 sec): 3 clusters
  Score: Raw -5563070.045903 + Penalty 12194.918873 = -5550875.127031
  nChanged 81
		SP:Iteration 34Q (18241.260000 sec): 3 clusters
  Score: Raw -5563101.419695 + Penalty 12194.918873 = -5550906.500822
  nChanged 77
		SP:Iteration 35Q (18241.410000 sec): 3 clusters
  Score: Raw -5563133.571391 + Penalty 12194.918873 = -5550938.652518
  nChanged 78
		SP:Iteration 36Q (18241.560000 sec): 3 clusters
  Score: Raw -5563168.021925 + Penalty 12194.918873 = -5550973.103052
  nChanged 72
		SP:Iteration 37Q (18241.700000 sec): 3 clusters
  Score: Raw -5563200.188189 + Penalty 12194.918873 = -5551005.269316
  nChanged 60
		SP:Iteration 38Q (18241.850000 sec): 3 clusters
  Score: Raw -5563227.611531 + Penalty 12194.918873 = -5551032.692659
  nChanged 62
		SP:Iteration 39Q (18242.000000 sec): 3 clusters
  Score: Raw -5563255.489166 + Penalty 12194.918873 = -5551060.570293
  nChanged 63
		SP:Iteration 40F (18242.160000 sec): 3 clusters
  Score: Raw -5563284.337282 + Penalty 12194.918873 = -5551089.418409
  nChanged 53
		SP:Iteration 41Q (18242.300000 sec): 3 clusters
  Score: Raw -5563312.418363 + Penalty 12194.918873 = -5551117.499491
  nChanged 61
		SP:Iteration 42Q (18242.450000 sec): 3 clusters
  Score: Raw -5563343.480501 + Penalty 12194.918873 = -5551148.561628
  nChanged 58
		SP:Iteration 43Q (18242.600000 sec): 3 clusters
  Score: Raw -5563370.124270 + Penalty 12194.918873 = -5551175.205397
  nChanged 48
		SP:Iteration 44Q (18242.740000 sec): 3 clusters
  Score: Raw -5563397.351356 + Penalty 12194.918873 = -5551202.432483
  nChanged 44
		SP:Iteration 45Q (18242.890000 sec): 3 clusters
  Score: Raw -5563422.229665 + Penalty 12194.918873 = -5551227.310792
  nChanged 51
		SP:Iteration 46Q (18243.030000 sec): 3 clusters
  Score: Raw -5563454.210912 + Penalty 12194.918873 = -5551259.292039
  nChanged 51
		SP:Iteration 47Q (18243.180000 sec): 3 clusters
  Score: Raw -5563494.828558 + Penalty 12194.918873 = -5551299.909686
  nChanged 61
		SP:Iteration 48Q (18243.320000 sec): 3 clusters
  Score: Raw -5563541.802803 + Penalty 12194.918873 = -5551346.883930
  nChanged 50
		SP:Iteration 49Q (18243.460000 sec): 3 clusters
  Score: Raw -5563586.421726 + Penalty 12194.918873 = -5551391.502854
  nChanged 56
		SP:Iteration 50Q (18243.600000 sec): 3 clusters
  Score: Raw -5563640.268255 + Penalty 12194.918873 = -5551445.349383
  nChanged 58
		SP:Iteration 51Q (18243.740000 sec): 3 clusters
  Score: Raw -5563699.259528 + Penalty 12194.918873 = -5551504.340655
  nChanged 58
		SP:Iteration 52Q (18243.880000 sec): 3 clusters
  Score: Raw -5563761.263259 + Penalty 12194.918873 = -5551566.344387
  nChanged 49
		SP:Iteration 53Q (18244.020000 sec): 3 clusters
  Score: Raw -5563798.120257 + Penalty 12194.918873 = -5551603.201384
  nChanged 41
		SP:Iteration 54Q (18244.160000 sec): 3 clusters
  Score: Raw -5563825.966023 + Penalty 12194.918873 = -5551631.047150
  nChanged 37
		SP:Iteration 55Q (18244.300000 sec): 3 clusters
  Score: Raw -5563844.568557 + Penalty 12194.918873 = -5551649.649684
  nChanged 20
		SP:Iteration 56Q (18244.430000 sec): 3 clusters
  Score: Raw -5563856.012823 + Penalty 12194.918873 = -5551661.093950
  nChanged 14
		SP:Iteration 57Q (18244.560000 sec): 3 clusters
  Score: Raw -5563863.003399 + Penalty 12194.918873 = -5551668.084527
  nChanged 14
		SP:Iteration 58Q (18244.700000 sec): 3 clusters
  Score: Raw -5563871.099503 + Penalty 12194.918873 = -5551676.180630
  nChanged 9
		SP:Iteration 59Q (18244.840000 sec): 3 clusters
  Score: Raw -5563875.393785 + Penalty 12194.918873 = -5551680.474912
  nChanged 6
		SP:Iteration 60F (18245.000000 sec): 3 clusters
  Score: Raw -5563877.637144 + Penalty 12194.918873 = -5551682.718272
  nChanged 4
		SP:Iteration 61Q (18245.130000 sec): 3 clusters
  Score: Raw -5563880.022097 + Penalty 12194.918873 = -5551685.103225
  nChanged 7
		SP:Iteration 62Q (18245.260000 sec): 3 clusters
  Score: Raw -5563883.143892 + Penalty 12194.918873 = -5551688.225019
  nChanged 6
		SP:Iteration 63Q (18245.400000 sec): 3 clusters
  Score: Raw -5563885.700146 + Penalty 12194.918873 = -5551690.781274
  nChanged 6
		SP:Iteration 64Q (18245.540000 sec): 3 clusters
  Score: Raw -5563888.098768 + Penalty 12194.918873 = -5551693.179895
  nChanged 3
		SP:Iteration 65Q (18245.670000 sec): 3 clusters
  Score: Raw -5563889.765674 + Penalty 12194.918873 = -5551694.846801
  nChanged 5
		SP:Iteration 66Q (18245.800000 sec): 3 clusters
  Score: Raw -5563892.618555 + Penalty 12194.918873 = -5551697.699683
  nChanged 3
		SP:Iteration 67Q (18245.940000 sec): 3 clusters
  Score: Raw -5563893.921875 + Penalty 12194.918873 = -5551699.003003
  nChanged 1
		SP:Iteration 68Q (18246.070000 sec): 3 clusters
  Score: Raw -5563894.099776 + Penalty 12194.918873 = -5551699.180904
  nChanged 0
		SP:Iteration 69F (18246.230000 sec): 3 clusters
  Score: Raw -5563894.099776 + Penalty 12194.918873 = -5551699.180904
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 39 (536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18246.250000 sec): 2 clusters
  Score: Raw -112040.630121 + Penalty 3849.032174 = -108191.597947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18246.260000 sec): 3 clusters
  Score: Raw -112843.215112 + Penalty 7698.064347 = -105145.150765
  nChanged 85
		SP:Iteration 1F (18246.260000 sec): 3 clusters
  Score: Raw -113220.235804 + Penalty 7698.064347 = -105522.171457
  nChanged 28
		SP:Iteration 2F (18246.270000 sec): 3 clusters
  Score: Raw -113478.895264 + Penalty 7698.064347 = -105780.830916
  nChanged 22
		SP:Iteration 3Q (18246.270000 sec): 3 clusters
  Score: Raw -113589.496515 + Penalty 7698.064347 = -105891.432168
  nChanged 18
		SP:Iteration 4Q (18246.280000 sec): 3 clusters
  Score: Raw -113832.915206 + Penalty 7698.064347 = -106134.850859
  nChanged 19
		SP:Iteration 5Q (18246.280000 sec): 3 clusters
  Score: Raw -114090.006716 + Penalty 7698.064347 = -106391.942369
  nChanged 15
		SP:Iteration 6Q (18246.280000 sec): 3 clusters
  Score: Raw -114245.212221 + Penalty 7698.064347 = -106547.147874
  nChanged 14
		SP:Iteration 7Q (18246.280000 sec): 3 clusters
  Score: Raw -114379.075531 + Penalty 7698.064347 = -106681.011184
  nChanged 6
		SP:Iteration 8Q (18246.290000 sec): 3 clusters
  Score: Raw -114404.546952 + Penalty 7698.064347 = -106706.482604
  nChanged 5
		SP:Iteration 9Q (18246.290000 sec): 3 clusters
  Score: Raw -114447.074695 + Penalty 7698.064347 = -106749.010348
  nChanged 3
		SP:Iteration 10Q (18246.300000 sec): 3 clusters
  Score: Raw -114479.336692 + Penalty 7698.064347 = -106781.272345
  nChanged 4
		SP:Iteration 11Q (18246.300000 sec): 3 clusters
  Score: Raw -114517.149462 + Penalty 7698.064347 = -106819.085115
  nChanged 1
		SP:Iteration 12Q (18246.300000 sec): 3 clusters
  Score: Raw -114586.053385 + Penalty 7698.064347 = -106887.989037
  nChanged 4
		SP:Iteration 13Q (18246.300000 sec): 3 clusters
  Score: Raw -114831.410644 + Penalty 7698.064347 = -107133.346297
  nChanged 6
		SP:Iteration 14Q (18246.310000 sec): 3 clusters
  Score: Raw -114912.999826 + Penalty 7698.064347 = -107214.935478
  nChanged 6
		SP:Iteration 15Q (18246.310000 sec): 3 clusters
  Score: Raw -114944.419150 + Penalty 7698.064347 = -107246.354803
  nChanged 3
		SP:Iteration 16Q (18246.320000 sec): 3 clusters
  Score: Raw -114954.749779 + Penalty 7698.064347 = -107256.685432
  nChanged 4
		SP:Iteration 17Q (18246.320000 sec): 3 clusters
  Score: Raw -114985.651847 + Penalty 7698.064347 = -107287.587500
  nChanged 2
		SP:Iteration 18Q (18246.320000 sec): 3 clusters
  Score: Raw -115024.635578 + Penalty 7698.064347 = -107326.571230
  nChanged 2
		SP:Iteration 19Q (18246.320000 sec): 3 clusters
  Score: Raw -115055.388143 + Penalty 7698.064347 = -107357.323796
  nChanged 2
		SP:Iteration 20F (18246.330000 sec): 3 clusters
  Score: Raw -115077.775202 + Penalty 7698.064347 = -107379.710855
  nChanged 3
		SP:Iteration 21Q (18246.330000 sec): 3 clusters
  Score: Raw -115337.206356 + Penalty 7698.064347 = -107639.142008
  nChanged 7
		SP:Iteration 22Q (18246.340000 sec): 3 clusters
  Score: Raw -115465.494576 + Penalty 7698.064347 = -107767.430229
  nChanged 4
		SP:Iteration 23Q (18246.340000 sec): 3 clusters
  Score: Raw -115514.701599 + Penalty 7698.064347 = -107816.637251
  nChanged 3
		SP:Iteration 24Q (18246.340000 sec): 3 clusters
  Score: Raw -115543.899937 + Penalty 7698.064347 = -107845.835589
  nChanged 3
		SP:Iteration 25Q (18246.350000 sec): 3 clusters
  Score: Raw -115560.291050 + Penalty 7698.064347 = -107862.226702
  nChanged 3
		SP:Iteration 26Q (18246.350000 sec): 3 clusters
  Score: Raw -115571.110574 + Penalty 7698.064347 = -107873.046227
  nChanged 1
		SP:Iteration 27Q (18246.350000 sec): 3 clusters
  Score: Raw -115575.358062 + Penalty 7698.064347 = -107877.293715
  nChanged 0
		SP:Iteration 28F (18246.360000 sec): 3 clusters
  Score: Raw -115576.872500 + Penalty 7698.064347 = -107878.808153
  nChanged 1
		SP:Iteration 29Q (18246.360000 sec): 3 clusters
  Score: Raw -115656.214914 + Penalty 7698.064347 = -107958.150566
  nChanged 3
		SP:Iteration 30Q (18246.360000 sec): 3 clusters
  Score: Raw -115680.134342 + Penalty 7698.064347 = -107982.069995
  nChanged 1
		SP:Iteration 31Q (18246.370000 sec): 3 clusters
  Score: Raw -115682.027938 + Penalty 7698.064347 = -107983.963591
  nChanged 0
		SP:Iteration 32F (18246.370000 sec): 3 clusters
  Score: Raw -115682.027938 + Penalty 7698.064347 = -107983.963591
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 40 (13159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18246.460000 sec): 2 clusters
  Score: Raw -3500547.107687 + Penalty 5809.477494 = -3494737.630193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18246.560000 sec): 3 clusters
  Score: Raw -3494124.286597 + Penalty 11618.954987 = -3482505.331609
  nChanged 5097
		SP:Iteration 1F (18246.660000 sec): 3 clusters
  Score: Raw -3496988.259985 + Penalty 11618.954987 = -3485369.304997
  nChanged 917
		SP:Iteration 2F (18246.760000 sec): 3 clusters
  Score: Raw -3497489.511763 + Penalty 11618.954987 = -3485870.556776
  nChanged 622
		SP:Iteration 3Q (18246.860000 sec): 3 clusters
  Score: Raw -3497775.632805 + Penalty 11618.954987 = -3486156.677818
  nChanged 451
		SP:Iteration 4Q (18246.970000 sec): 3 clusters
  Score: Raw -3497957.884679 + Penalty 11618.954987 = -3486338.929691
  nChanged 314
		SP:Iteration 5Q (18247.070000 sec): 3 clusters
  Score: Raw -3498082.767530 + Penalty 11618.954987 = -3486463.812543
  nChanged 259
		SP:Iteration 6Q (18247.170000 sec): 3 clusters
  Score: Raw -3498180.197924 + Penalty 11618.954987 = -3486561.242937
  nChanged 218
		SP:Iteration 7Q (18247.270000 sec): 3 clusters
  Score: Raw -3498256.573182 + Penalty 11618.954987 = -3486637.618195
  nChanged 192
		SP:Iteration 8Q (18247.370000 sec): 3 clusters
  Score: Raw -3498321.244949 + Penalty 11618.954987 = -3486702.289962
  nChanged 169
		SP:Iteration 9Q (18247.470000 sec): 3 clusters
  Score: Raw -3498370.414372 + Penalty 11618.954987 = -3486751.459385
  nChanged 141
		SP:Iteration 10Q (18247.570000 sec): 3 clusters
  Score: Raw -3498417.399729 + Penalty 11618.954987 = -3486798.444741
  nChanged 148
		SP:Iteration 11Q (18247.670000 sec): 3 clusters
  Score: Raw -3498461.898623 + Penalty 11618.954987 = -3486842.943635
  nChanged 127
		SP:Iteration 12Q (18247.770000 sec): 3 clusters
  Score: Raw -3498501.849982 + Penalty 11618.954987 = -3486882.894995
  nChanged 114
		SP:Iteration 13Q (18247.870000 sec): 3 clusters
  Score: Raw -3498537.447988 + Penalty 11618.954987 = -3486918.493001
  nChanged 107
		SP:Iteration 14Q (18247.970000 sec): 3 clusters
  Score: Raw -3498568.237268 + Penalty 11618.954987 = -3486949.282281
  nChanged 114
		SP:Iteration 15Q (18248.070000 sec): 3 clusters
  Score: Raw -3498602.227085 + Penalty 11618.954987 = -3486983.272097
  nChanged 110
		SP:Iteration 16Q (18248.170000 sec): 3 clusters
  Score: Raw -3498634.944795 + Penalty 11618.954987 = -3487015.989808
  nChanged 96
		SP:Iteration 17Q (18248.270000 sec): 3 clusters
  Score: Raw -3498665.239688 + Penalty 11618.954987 = -3487046.284700
  nChanged 104
		SP:Iteration 18Q (18248.370000 sec): 3 clusters
  Score: Raw -3498698.988848 + Penalty 11618.954987 = -3487080.033861
  nChanged 90
		SP:Iteration 19Q (18248.460000 sec): 3 clusters
  Score: Raw -3498726.808148 + Penalty 11618.954987 = -3487107.853161
  nChanged 92
		SP:Iteration 20F (18248.560000 sec): 3 clusters
  Score: Raw -3498755.299976 + Penalty 11618.954987 = -3487136.344988
  nChanged 88
		SP:Iteration 21Q (18248.660000 sec): 3 clusters
  Score: Raw -3498782.349274 + Penalty 11618.954987 = -3487163.394287
  nChanged 87
		SP:Iteration 22Q (18248.760000 sec): 3 clusters
  Score: Raw -3498810.193455 + Penalty 11618.954987 = -3487191.238468
  nChanged 85
		SP:Iteration 23Q (18248.860000 sec): 3 clusters
  Score: Raw -3498835.194424 + Penalty 11618.954987 = -3487216.239437
  nChanged 89
		SP:Iteration 24Q (18248.960000 sec): 3 clusters
  Score: Raw -3498860.100628 + Penalty 11618.954987 = -3487241.145641
  nChanged 90
		SP:Iteration 25Q (18249.060000 sec): 3 clusters
  Score: Raw -3498883.364357 + Penalty 11618.954987 = -3487264.409370
  nChanged 91
		SP:Iteration 26Q (18249.160000 sec): 3 clusters
  Score: Raw -3498909.165128 + Penalty 11618.954987 = -3487290.210141
  nChanged 83
		SP:Iteration 27Q (18249.260000 sec): 3 clusters
  Score: Raw -3498935.298301 + Penalty 11618.954987 = -3487316.343313
  nChanged 91
		SP:Iteration 28Q (18249.360000 sec): 3 clusters
  Score: Raw -3498962.592953 + Penalty 11618.954987 = -3487343.637965
  nChanged 96
		SP:Iteration 29Q (18249.460000 sec): 3 clusters
  Score: Raw -3498993.410819 + Penalty 11618.954987 = -3487374.455831
  nChanged 90
		SP:Iteration 30Q (18249.560000 sec): 3 clusters
  Score: Raw -3499018.467152 + Penalty 11618.954987 = -3487399.512165
  nChanged 84
		SP:Iteration 31Q (18249.660000 sec): 3 clusters
  Score: Raw -3499043.695008 + Penalty 11618.954987 = -3487424.740021
  nChanged 93
		SP:Iteration 32Q (18249.760000 sec): 3 clusters
  Score: Raw -3499073.892450 + Penalty 11618.954987 = -3487454.937462
  nChanged 85
		SP:Iteration 33Q (18249.860000 sec): 3 clusters
  Score: Raw -3499098.808359 + Penalty 11618.954987 = -3487479.853372
  nChanged 92
		SP:Iteration 34Q (18249.960000 sec): 3 clusters
  Score: Raw -3499126.654661 + Penalty 11618.954987 = -3487507.699674
  nChanged 105
		SP:Iteration 35Q (18250.060000 sec): 3 clusters
  Score: Raw -3499159.864909 + Penalty 11618.954987 = -3487540.909921
  nChanged 100
		SP:Iteration 36Q (18250.160000 sec): 3 clusters
  Score: Raw -3499195.369667 + Penalty 11618.954987 = -3487576.414680
  nChanged 112
		SP:Iteration 37Q (18250.260000 sec): 3 clusters
  Score: Raw -3499236.341286 + Penalty 11618.954987 = -3487617.386298
  nChanged 116
		SP:Iteration 38Q (18250.360000 sec): 3 clusters
  Score: Raw -3499276.914444 + Penalty 11618.954987 = -3487657.959457
  nChanged 129
		SP:Iteration 39Q (18250.460000 sec): 3 clusters
  Score: Raw -3499327.867249 + Penalty 11618.954987 = -3487708.912262
  nChanged 128
		SP:Iteration 40F (18250.560000 sec): 3 clusters
  Score: Raw -3499375.025522 + Penalty 11618.954987 = -3487756.070534
  nChanged 129
		SP:Iteration 41Q (18250.660000 sec): 3 clusters
  Score: Raw -3499421.368383 + Penalty 11618.954987 = -3487802.413396
  nChanged 126
		SP:Iteration 42Q (18250.760000 sec): 3 clusters
  Score: Raw -3499469.754039 + Penalty 11618.954987 = -3487850.799051
  nChanged 141
		SP:Iteration 43Q (18250.860000 sec): 3 clusters
  Score: Raw -3499526.252750 + Penalty 11618.954987 = -3487907.297763
  nChanged 143
		SP:Iteration 44Q (18250.960000 sec): 3 clusters
  Score: Raw -3499585.867903 + Penalty 11618.954987 = -3487966.912915
  nChanged 143
		SP:Iteration 45Q (18251.060000 sec): 3 clusters
  Score: Raw -3499644.344696 + Penalty 11618.954987 = -3488025.389708
  nChanged 143
		SP:Iteration 46Q (18251.160000 sec): 3 clusters
  Score: Raw -3499707.500439 + Penalty 11618.954987 = -3488088.545451
  nChanged 158
		SP:Iteration 47Q (18251.260000 sec): 3 clusters
  Score: Raw -3499782.524155 + Penalty 11618.954987 = -3488163.569168
  nChanged 162
		SP:Iteration 48Q (18251.360000 sec): 3 clusters
  Score: Raw -3499860.912902 + Penalty 11618.954987 = -3488241.957915
  nChanged 166
		SP:Iteration 49Q (18251.450000 sec): 3 clusters
  Score: Raw -3499942.829032 + Penalty 11618.954987 = -3488323.874045
  nChanged 157
		SP:Iteration 50Q (18251.550000 sec): 3 clusters
  Score: Raw -3500019.469751 + Penalty 11618.954987 = -3488400.514764
  nChanged 164
		SP:Iteration 51Q (18251.650000 sec): 3 clusters
  Score: Raw -3500106.403121 + Penalty 11618.954987 = -3488487.448134
  nChanged 173
		SP:Iteration 52Q (18251.750000 sec): 3 clusters
  Score: Raw -3500207.406963 + Penalty 11618.954987 = -3488588.451976
  nChanged 173
		SP:Iteration 53Q (18251.850000 sec): 3 clusters
  Score: Raw -3500301.932445 + Penalty 11618.954987 = -3488682.977458
  nChanged 152
		SP:Iteration 54Q (18251.950000 sec): 3 clusters
  Score: Raw -3500384.849951 + Penalty 11618.954987 = -3488765.894964
  nChanged 123
		SP:Iteration 55Q (18252.050000 sec): 3 clusters
  Score: Raw -3500456.242520 + Penalty 11618.954987 = -3488837.287533
  nChanged 124
		SP:Iteration 56Q (18252.150000 sec): 3 clusters
  Score: Raw -3500533.066999 + Penalty 11618.954987 = -3488914.112012
  nChanged 128
		SP:Iteration 57Q (18252.240000 sec): 3 clusters
  Score: Raw -3500616.107415 + Penalty 11618.954987 = -3488997.152428
  nChanged 122
		SP:Iteration 58Q (18252.340000 sec): 3 clusters
  Score: Raw -3500689.138055 + Penalty 11618.954987 = -3489070.183067
  nChanged 105
		SP:Iteration 59Q (18252.440000 sec): 3 clusters
  Score: Raw -3500752.979486 + Penalty 11618.954987 = -3489134.024498
  nChanged 95
		SP:Iteration 60F (18252.540000 sec): 3 clusters
  Score: Raw -3500818.362744 + Penalty 11618.954987 = -3489199.407757
  nChanged 105
		SP:Iteration 61Q (18252.630000 sec): 3 clusters
  Score: Raw -3500892.310191 + Penalty 11618.954987 = -3489273.355204
  nChanged 102
		SP:Iteration 62Q (18252.730000 sec): 3 clusters
  Score: Raw -3500958.134991 + Penalty 11618.954987 = -3489339.180003
  nChanged 77
		SP:Iteration 63Q (18252.820000 sec): 3 clusters
  Score: Raw -3501010.194720 + Penalty 11618.954987 = -3489391.239733
  nChanged 66
		SP:Iteration 64Q (18252.920000 sec): 3 clusters
  Score: Raw -3501055.407316 + Penalty 11618.954987 = -3489436.452329
  nChanged 55
		SP:Iteration 65Q (18253.010000 sec): 3 clusters
  Score: Raw -3501095.028655 + Penalty 11618.954987 = -3489476.073667
  nChanged 55
		SP:Iteration 66Q (18253.100000 sec): 3 clusters
  Score: Raw -3501131.609578 + Penalty 11618.954987 = -3489512.654591
  nChanged 41
		SP:Iteration 67Q (18253.200000 sec): 3 clusters
  Score: Raw -3501160.958799 + Penalty 11618.954987 = -3489542.003812
  nChanged 41
		SP:Iteration 68Q (18253.290000 sec): 3 clusters
  Score: Raw -3501187.934570 + Penalty 11618.954987 = -3489568.979582
  nChanged 29
		SP:Iteration 69Q (18253.380000 sec): 3 clusters
  Score: Raw -3501209.410912 + Penalty 11618.954987 = -3489590.455924
  nChanged 29
		SP:Iteration 70Q (18253.470000 sec): 3 clusters
  Score: Raw -3501227.839517 + Penalty 11618.954987 = -3489608.884529
  nChanged 19
		SP:Iteration 71Q (18253.560000 sec): 3 clusters
  Score: Raw -3501239.277093 + Penalty 11618.954987 = -3489620.322106
  nChanged 15
		SP:Iteration 72Q (18253.650000 sec): 3 clusters
  Score: Raw -3501249.883966 + Penalty 11618.954987 = -3489630.928978
  nChanged 14
		SP:Iteration 73Q (18253.740000 sec): 3 clusters
  Score: Raw -3501261.696046 + Penalty 11618.954987 = -3489642.741058
  nChanged 14
		SP:Iteration 74Q (18253.830000 sec): 3 clusters
  Score: Raw -3501271.732180 + Penalty 11618.954987 = -3489652.777193
  nChanged 13
		SP:Iteration 75Q (18253.920000 sec): 3 clusters
  Score: Raw -3501279.121123 + Penalty 11618.954987 = -3489660.166136
  nChanged 12
		SP:Iteration 76Q (18254.010000 sec): 3 clusters
  Score: Raw -3501286.703785 + Penalty 11618.954987 = -3489667.748798
  nChanged 8
		SP:Iteration 77Q (18254.100000 sec): 3 clusters
  Score: Raw -3501291.834405 + Penalty 11618.954987 = -3489672.879418
  nChanged 7
		SP:Iteration 78Q (18254.190000 sec): 3 clusters
  Score: Raw -3501296.762186 + Penalty 11618.954987 = -3489677.807199
  nChanged 8
		SP:Iteration 79Q (18254.280000 sec): 3 clusters
  Score: Raw -3501303.069720 + Penalty 11618.954987 = -3489684.114732
  nChanged 12
		SP:Iteration 80F (18254.380000 sec): 3 clusters
  Score: Raw -3501311.148961 + Penalty 11618.954987 = -3489692.193974
  nChanged 8
		SP:Iteration 81Q (18254.470000 sec): 3 clusters
  Score: Raw -3501316.502686 + Penalty 11618.954987 = -3489697.547699
  nChanged 6
		SP:Iteration 82Q (18254.560000 sec): 3 clusters
  Score: Raw -3501320.635624 + Penalty 11618.954987 = -3489701.680637
  nChanged 4
		SP:Iteration 83Q (18254.650000 sec): 3 clusters
  Score: Raw -3501323.024162 + Penalty 11618.954987 = -3489704.069175
  nChanged 5
		SP:Iteration 84Q (18254.730000 sec): 3 clusters
  Score: Raw -3501325.694159 + Penalty 11618.954987 = -3489706.739172
  nChanged 2
		SP:Iteration 85Q (18254.830000 sec): 3 clusters
  Score: Raw -3501326.396510 + Penalty 11618.954987 = -3489707.441522
  nChanged 2
		SP:Iteration 86Q (18254.910000 sec): 3 clusters
  Score: Raw -3501327.214400 + Penalty 11618.954987 = -3489708.259413
  nChanged 1
		SP:Iteration 87Q (18255.000000 sec): 3 clusters
  Score: Raw -3501327.784647 + Penalty 11618.954987 = -3489708.829660
  nChanged 0
		SP:Iteration 88F (18255.100000 sec): 3 clusters
  Score: Raw -3501327.784647 + Penalty 11618.954987 = -3489708.829660
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 41 (1363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18255.120000 sec): 2 clusters
  Score: Raw -350005.926571 + Penalty 4420.684102 = -345585.242469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18255.130000 sec): 3 clusters
  Score: Raw -350002.835573 + Penalty 8841.368204 = -341161.467369
  nChanged 252
		SP:Iteration 1F (18255.140000 sec): 3 clusters
  Score: Raw -350511.953216 + Penalty 8841.368204 = -341670.585012
  nChanged 83
		SP:Iteration 2F (18255.150000 sec): 3 clusters
  Score: Raw -350740.409133 + Penalty 8841.368204 = -341899.040930
  nChanged 57
		SP:Iteration 3Q (18255.160000 sec): 3 clusters
  Score: Raw -350900.226647 + Penalty 8841.368204 = -342058.858443
  nChanged 33
		SP:Iteration 4Q (18255.170000 sec): 3 clusters
  Score: Raw -351003.230685 + Penalty 8841.368204 = -342161.862482
  nChanged 34
		SP:Iteration 5Q (18255.180000 sec): 3 clusters
  Score: Raw -351092.412986 + Penalty 8841.368204 = -342251.044782
  nChanged 30
		SP:Iteration 6Q (18255.190000 sec): 3 clusters
  Score: Raw -351176.395633 + Penalty 8841.368204 = -342335.027429
  nChanged 25
		SP:Iteration 7Q (18255.190000 sec): 3 clusters
  Score: Raw -351259.891296 + Penalty 8841.368204 = -342418.523092
  nChanged 28
		SP:Iteration 8Q (18255.210000 sec): 3 clusters
  Score: Raw -351341.809550 + Penalty 8841.368204 = -342500.441346
  nChanged 21
		SP:Iteration 9Q (18255.210000 sec): 3 clusters
  Score: Raw -351411.523299 + Penalty 8841.368204 = -342570.155095
  nChanged 19
		SP:Iteration 10Q (18255.220000 sec): 3 clusters
  Score: Raw -351458.638781 + Penalty 8841.368204 = -342617.270577
  nChanged 8
		SP:Iteration 11Q (18255.230000 sec): 3 clusters
  Score: Raw -351477.331406 + Penalty 8841.368204 = -342635.963202
  nChanged 5
		SP:Iteration 12Q (18255.240000 sec): 3 clusters
  Score: Raw -351485.194374 + Penalty 8841.368204 = -342643.826170
  nChanged 1
		SP:Iteration 13Q (18255.250000 sec): 3 clusters
  Score: Raw -351486.926105 + Penalty 8841.368204 = -342645.557901
  nChanged 3
		SP:Iteration 14Q (18255.260000 sec): 3 clusters
  Score: Raw -351492.427216 + Penalty 8841.368204 = -342651.059012
  nChanged 3
		SP:Iteration 15Q (18255.270000 sec): 3 clusters
  Score: Raw -351496.730213 + Penalty 8841.368204 = -342655.362009
  nChanged 2
		SP:Iteration 16Q (18255.270000 sec): 3 clusters
  Score: Raw -351501.187367 + Penalty 8841.368204 = -342659.819163
  nChanged 0
		SP:Iteration 17F (18255.290000 sec): 3 clusters
  Score: Raw -351501.187367 + Penalty 8841.368204 = -342659.819163
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 42 (9949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18255.360000 sec): 2 clusters
  Score: Raw -2561340.877131 + Penalty 5638.201735 = -2555702.675396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18255.430000 sec): 3 clusters
  Score: Raw -2556759.241631 + Penalty 11276.403470 = -2545482.838161
  nChanged 3670
		SP:Iteration 1F (18255.510000 sec): 3 clusters
  Score: Raw -2558984.133373 + Penalty 11276.403470 = -2547707.729902
  nChanged 770
		SP:Iteration 2F (18255.580000 sec): 3 clusters
  Score: Raw -2559518.098015 + Penalty 11276.403470 = -2548241.694545
  nChanged 525
		SP:Iteration 3F (18255.650000 sec): 3 clusters
  Score: Raw -2559889.145953 + Penalty 11276.403470 = -2548612.742483
  nChanged 465
		SP:Iteration 4Q (18255.730000 sec): 3 clusters
  Score: Raw -2560274.068932 + Penalty 11276.403470 = -2548997.665462
  nChanged 436
		SP:Iteration 5Q (18255.800000 sec): 3 clusters
  Score: Raw -2560676.921769 + Penalty 11276.403470 = -2549400.518299
  nChanged 461
		SP:Iteration 6Q (18255.870000 sec): 3 clusters
  Score: Raw -2561113.403041 + Penalty 11276.403470 = -2549836.999571
  nChanged 430
		SP:Iteration 7Q (18255.950000 sec): 3 clusters
  Score: Raw -2561551.861110 + Penalty 11276.403470 = -2550275.457640
  nChanged 441
		SP:Iteration 8Q (18256.020000 sec): 3 clusters
  Score: Raw -2561981.902131 + Penalty 11276.403470 = -2550705.498661
  nChanged 428
		SP:Iteration 9Q (18256.090000 sec): 3 clusters
  Score: Raw -2562364.941151 + Penalty 11276.403470 = -2551088.537681
  nChanged 365
		SP:Iteration 10Q (18256.170000 sec): 3 clusters
  Score: Raw -2562683.065666 + Penalty 11276.403470 = -2551406.662196
  nChanged 313
		SP:Iteration 11Q (18256.240000 sec): 3 clusters
  Score: Raw -2562936.060620 + Penalty 11276.403470 = -2551659.657150
  nChanged 260
		SP:Iteration 12Q (18256.310000 sec): 3 clusters
  Score: Raw -2563146.276933 + Penalty 11276.403470 = -2551869.873463
  nChanged 219
		SP:Iteration 13Q (18256.380000 sec): 3 clusters
  Score: Raw -2563301.723620 + Penalty 11276.403470 = -2552025.320150
  nChanged 182
		SP:Iteration 14Q (18256.450000 sec): 3 clusters
  Score: Raw -2563428.091911 + Penalty 11276.403470 = -2552151.688441
  nChanged 166
		SP:Iteration 15Q (18256.510000 sec): 3 clusters
  Score: Raw -2563545.755584 + Penalty 11276.403470 = -2552269.352114
  nChanged 170
		SP:Iteration 16Q (18256.590000 sec): 3 clusters
  Score: Raw -2563652.433120 + Penalty 11276.403470 = -2552376.029650
  nChanged 142
		SP:Iteration 17Q (18256.650000 sec): 3 clusters
  Score: Raw -2563739.768261 + Penalty 11276.403470 = -2552463.364791
  nChanged 129
		SP:Iteration 18Q (18256.720000 sec): 3 clusters
  Score: Raw -2563813.904378 + Penalty 11276.403470 = -2552537.500908
  nChanged 103
		SP:Iteration 19Q (18256.790000 sec): 3 clusters
  Score: Raw -2563874.384993 + Penalty 11276.403470 = -2552597.981523
  nChanged 89
		SP:Iteration 20F (18256.860000 sec): 3 clusters
  Score: Raw -2563927.228031 + Penalty 11276.403470 = -2552650.824560
  nChanged 82
		SP:Iteration 21Q (18256.930000 sec): 3 clusters
  Score: Raw -2563964.807594 + Penalty 11276.403470 = -2552688.404123
  nChanged 61
		SP:Iteration 22Q (18257.000000 sec): 3 clusters
  Score: Raw -2563991.954589 + Penalty 11276.403470 = -2552715.551119
  nChanged 59
		SP:Iteration 23Q (18257.070000 sec): 3 clusters
  Score: Raw -2564015.547698 + Penalty 11276.403470 = -2552739.144227
  nChanged 39
		SP:Iteration 24Q (18257.130000 sec): 3 clusters
  Score: Raw -2564030.675961 + Penalty 11276.403470 = -2552754.272491
  nChanged 31
		SP:Iteration 25Q (18257.200000 sec): 3 clusters
  Score: Raw -2564042.773727 + Penalty 11276.403470 = -2552766.370257
  nChanged 25
		SP:Iteration 26Q (18257.260000 sec): 3 clusters
  Score: Raw -2564051.826185 + Penalty 11276.403470 = -2552775.422715
  nChanged 17
		SP:Iteration 27Q (18257.330000 sec): 3 clusters
  Score: Raw -2564058.051280 + Penalty 11276.403470 = -2552781.647809
  nChanged 14
		SP:Iteration 28Q (18257.400000 sec): 3 clusters
  Score: Raw -2564063.711853 + Penalty 11276.403470 = -2552787.308383
  nChanged 19
		SP:Iteration 29Q (18257.470000 sec): 3 clusters
  Score: Raw -2564071.124611 + Penalty 11276.403470 = -2552794.721141
  nChanged 15
		SP:Iteration 30Q (18257.540000 sec): 3 clusters
  Score: Raw -2564078.375936 + Penalty 11276.403470 = -2552801.972466
  nChanged 21
		SP:Iteration 31Q (18257.600000 sec): 3 clusters
  Score: Raw -2564086.021490 + Penalty 11276.403470 = -2552809.618020
  nChanged 15
		SP:Iteration 32Q (18257.670000 sec): 3 clusters
  Score: Raw -2564090.435400 + Penalty 11276.403470 = -2552814.031930
  nChanged 10
		SP:Iteration 33Q (18257.730000 sec): 3 clusters
  Score: Raw -2564094.307321 + Penalty 11276.403470 = -2552817.903851
  nChanged 13
		SP:Iteration 34Q (18257.800000 sec): 3 clusters
  Score: Raw -2564098.916027 + Penalty 11276.403470 = -2552822.512557
  nChanged 10
		SP:Iteration 35Q (18257.860000 sec): 3 clusters
  Score: Raw -2564101.868466 + Penalty 11276.403470 = -2552825.464996
  nChanged 12
		SP:Iteration 36Q (18257.930000 sec): 3 clusters
  Score: Raw -2564106.663499 + Penalty 11276.403470 = -2552830.260029
  nChanged 10
		SP:Iteration 37Q (18258.000000 sec): 3 clusters
  Score: Raw -2564110.229270 + Penalty 11276.403470 = -2552833.825799
  nChanged 7
		SP:Iteration 38Q (18258.060000 sec): 3 clusters
  Score: Raw -2564112.854604 + Penalty 11276.403470 = -2552836.451134
  nChanged 9
		SP:Iteration 39Q (18258.130000 sec): 3 clusters
  Score: Raw -2564116.103616 + Penalty 11276.403470 = -2552839.700145
  nChanged 9
		SP:Iteration 40F (18258.200000 sec): 3 clusters
  Score: Raw -2564119.124126 + Penalty 11276.403470 = -2552842.720656
  nChanged 12
		SP:Iteration 41Q (18258.270000 sec): 3 clusters
  Score: Raw -2564123.150532 + Penalty 11276.403470 = -2552846.747062
  nChanged 13
		SP:Iteration 42Q (18258.340000 sec): 3 clusters
  Score: Raw -2564127.208757 + Penalty 11276.403470 = -2552850.805287
  nChanged 8
		SP:Iteration 43Q (18258.400000 sec): 3 clusters
  Score: Raw -2564129.403911 + Penalty 11276.403470 = -2552853.000441
  nChanged 5
		SP:Iteration 44Q (18258.470000 sec): 3 clusters
  Score: Raw -2564130.860774 + Penalty 11276.403470 = -2552854.457304
  nChanged 6
		SP:Iteration 45Q (18258.540000 sec): 3 clusters
  Score: Raw -2564132.678678 + Penalty 11276.403470 = -2552856.275208
  nChanged 3
		SP:Iteration 46Q (18258.600000 sec): 3 clusters
  Score: Raw -2564133.636788 + Penalty 11276.403470 = -2552857.233318
  nChanged 1
		SP:Iteration 47Q (18258.670000 sec): 3 clusters
  Score: Raw -2564133.855666 + Penalty 11276.403470 = -2552857.452196
  nChanged 2
		SP:Iteration 48Q (18258.730000 sec): 3 clusters
  Score: Raw -2564134.584181 + Penalty 11276.403470 = -2552858.180711
  nChanged 2
		SP:Iteration 49Q (18258.800000 sec): 3 clusters
  Score: Raw -2564135.500276 + Penalty 11276.403470 = -2552859.096806
  nChanged 1
		SP:Iteration 50Q (18258.860000 sec): 3 clusters
  Score: Raw -2564135.774291 + Penalty 11276.403470 = -2552859.370821
  nChanged 1
		SP:Iteration 51Q (18258.930000 sec): 3 clusters
  Score: Raw -2564136.075377 + Penalty 11276.403470 = -2552859.671907
  nChanged 1
		SP:Iteration 52Q (18259.000000 sec): 3 clusters
  Score: Raw -2564136.342749 + Penalty 11276.403470 = -2552859.939279
  nChanged 1
		SP:Iteration 53Q (18259.060000 sec): 3 clusters
  Score: Raw -2564136.738498 + Penalty 11276.403470 = -2552860.335028
  nChanged 2
		SP:Iteration 54Q (18259.130000 sec): 3 clusters
  Score: Raw -2564137.411111 + Penalty 11276.403470 = -2552861.007641
  nChanged 2
		SP:Iteration 55Q (18259.190000 sec): 3 clusters
  Score: Raw -2564138.224224 + Penalty 11276.403470 = -2552861.820754
  nChanged 2
		SP:Iteration 56Q (18259.260000 sec): 3 clusters
  Score: Raw -2564138.880847 + Penalty 11276.403470 = -2552862.477377
  nChanged 4
		SP:Iteration 57Q (18259.320000 sec): 3 clusters
  Score: Raw -2564139.698694 + Penalty 11276.403470 = -2552863.295223
  nChanged 0
		SP:Iteration 58F (18259.400000 sec): 3 clusters
  Score: Raw -2564139.698694 + Penalty 11276.403470 = -2552863.295223
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 43 (20403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18259.540000 sec): 2 clusters
  Score: Raw -5301643.779145 + Penalty 6078.105302 = -5295565.673843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18259.690000 sec): 3 clusters
  Score: Raw -5290839.671543 + Penalty 12156.210604 = -5278683.460939
  nChanged 8255
		SP:Iteration 1F (18259.850000 sec): 3 clusters
  Score: Raw -5295261.650062 + Penalty 12156.210604 = -5283105.439458
  nChanged 1379
		SP:Iteration 2F (18260.000000 sec): 3 clusters
  Score: Raw -5295955.995964 + Penalty 12156.210604 = -5283799.785359
  nChanged 1121
		SP:Iteration 3F (18260.160000 sec): 3 clusters
  Score: Raw -5296511.331149 + Penalty 12156.210604 = -5284355.120545
  nChanged 902
		SP:Iteration 4Q (18260.310000 sec): 3 clusters
  Score: Raw -5296912.781503 + Penalty 12156.210604 = -5284756.570899
  nChanged 697
		SP:Iteration 5Q (18260.470000 sec): 3 clusters
  Score: Raw -5297198.592869 + Penalty 12156.210604 = -5285042.382265
  nChanged 597
		SP:Iteration 6Q (18260.620000 sec): 3 clusters
  Score: Raw -5297468.143113 + Penalty 12156.210604 = -5285311.932509
  nChanged 606
		SP:Iteration 7Q (18260.780000 sec): 3 clusters
  Score: Raw -5297735.263559 + Penalty 12156.210604 = -5285579.052955
  nChanged 627
		SP:Iteration 8Q (18260.930000 sec): 3 clusters
  Score: Raw -5298017.116042 + Penalty 12156.210604 = -5285860.905437
  nChanged 638
		SP:Iteration 9Q (18261.090000 sec): 3 clusters
  Score: Raw -5298342.513678 + Penalty 12156.210604 = -5286186.303074
  nChanged 693
		SP:Iteration 10Q (18261.240000 sec): 3 clusters
  Score: Raw -5298711.570198 + Penalty 12156.210604 = -5286555.359593
  nChanged 774
		SP:Iteration 11Q (18261.400000 sec): 3 clusters
  Score: Raw -5299167.228989 + Penalty 12156.210604 = -5287011.018385
  nChanged 855
		SP:Iteration 12Q (18261.550000 sec): 3 clusters
  Score: Raw -5299745.903323 + Penalty 12156.210604 = -5287589.692719
  nChanged 914
		SP:Iteration 13Q (18261.700000 sec): 3 clusters
  Score: Raw -5300456.001992 + Penalty 12156.210604 = -5288299.791388
  nChanged 905
		SP:Iteration 14Q (18261.850000 sec): 3 clusters
  Score: Raw -5301228.583292 + Penalty 12156.210604 = -5289072.372687
  nChanged 797
		SP:Iteration 15Q (18262.000000 sec): 3 clusters
  Score: Raw -5301963.896337 + Penalty 12156.210604 = -5289807.685733
  nChanged 641
		SP:Iteration 16Q (18262.160000 sec): 3 clusters
  Score: Raw -5302544.394361 + Penalty 12156.210604 = -5290388.183757
  nChanged 416
		SP:Iteration 17Q (18262.300000 sec): 3 clusters
  Score: Raw -5302896.586948 + Penalty 12156.210604 = -5290740.376344
  nChanged 271
		SP:Iteration 18Q (18262.440000 sec): 3 clusters
  Score: Raw -5303117.700310 + Penalty 12156.210604 = -5290961.489706
  nChanged 179
		SP:Iteration 19Q (18262.580000 sec): 3 clusters
  Score: Raw -5303267.635807 + Penalty 12156.210604 = -5291111.425203
  nChanged 118
		SP:Iteration 20F (18262.740000 sec): 3 clusters
  Score: Raw -5303368.738342 + Penalty 12156.210604 = -5291212.527738
  nChanged 73
		SP:Iteration 21Q (18262.870000 sec): 3 clusters
  Score: Raw -5303429.173854 + Penalty 12156.210604 = -5291272.963250
  nChanged 55
		SP:Iteration 22Q (18263.000000 sec): 3 clusters
  Score: Raw -5303478.634118 + Penalty 12156.210604 = -5291322.423514
  nChanged 44
		SP:Iteration 23Q (18263.130000 sec): 3 clusters
  Score: Raw -5303513.502543 + Penalty 12156.210604 = -5291357.291939
  nChanged 27
		SP:Iteration 24Q (18263.260000 sec): 3 clusters
  Score: Raw -5303537.517454 + Penalty 12156.210604 = -5291381.306850
  nChanged 24
		SP:Iteration 25Q (18263.390000 sec): 3 clusters
  Score: Raw -5303557.622001 + Penalty 12156.210604 = -5291401.411397
  nChanged 19
		SP:Iteration 26Q (18263.520000 sec): 3 clusters
  Score: Raw -5303573.426279 + Penalty 12156.210604 = -5291417.215675
  nChanged 11
		SP:Iteration 27Q (18263.650000 sec): 3 clusters
  Score: Raw -5303583.582991 + Penalty 12156.210604 = -5291427.372387
  nChanged 10
		SP:Iteration 28Q (18263.780000 sec): 3 clusters
  Score: Raw -5303591.294375 + Penalty 12156.210604 = -5291435.083771
  nChanged 7
		SP:Iteration 29Q (18263.900000 sec): 3 clusters
  Score: Raw -5303596.763024 + Penalty 12156.210604 = -5291440.552420
  nChanged 4
		SP:Iteration 30Q (18264.030000 sec): 3 clusters
  Score: Raw -5303600.682405 + Penalty 12156.210604 = -5291444.471801
  nChanged 7
		SP:Iteration 31Q (18264.160000 sec): 3 clusters
  Score: Raw -5303607.371375 + Penalty 12156.210604 = -5291451.160771
  nChanged 5
		SP:Iteration 32Q (18264.280000 sec): 3 clusters
  Score: Raw -5303611.818590 + Penalty 12156.210604 = -5291455.607986
  nChanged 3
		SP:Iteration 33Q (18264.410000 sec): 3 clusters
  Score: Raw -5303614.163299 + Penalty 12156.210604 = -5291457.952695
  nChanged 2
		SP:Iteration 34Q (18264.540000 sec): 3 clusters
  Score: Raw -5303615.145334 + Penalty 12156.210604 = -5291458.934730
  nChanged 2
		SP:Iteration 35Q (18264.660000 sec): 3 clusters
  Score: Raw -5303617.032406 + Penalty 12156.210604 = -5291460.821802
  nChanged 2
		SP:Iteration 36Q (18264.790000 sec): 3 clusters
  Score: Raw -5303619.566977 + Penalty 12156.210604 = -5291463.356373
  nChanged 4
		SP:Iteration 37Q (18264.920000 sec): 3 clusters
  Score: Raw -5303622.332210 + Penalty 12156.210604 = -5291466.121606
  nChanged 2
		SP:Iteration 38Q (18265.040000 sec): 3 clusters
  Score: Raw -5303624.118231 + Penalty 12156.210604 = -5291467.907627
  nChanged 1
		SP:Iteration 39Q (18265.170000 sec): 3 clusters
  Score: Raw -5303624.358195 + Penalty 12156.210604 = -5291468.147591
  nChanged 0
		SP:Iteration 40F (18265.320000 sec): 3 clusters
  Score: Raw -5303624.358195 + Penalty 12156.210604 = -5291468.147591
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 44 (53770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18265.680000 sec): 2 clusters
  Score: Raw -14556229.134576 + Penalty 6671.638469 = -14549557.496107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18266.090000 sec): 3 clusters
  Score: Raw -14524767.319843 + Penalty 13343.276938 = -14511424.042905
  nChanged 23843
		SP:Iteration 1F (18266.500000 sec): 3 clusters
  Score: Raw -14537348.707296 + Penalty 13343.276938 = -14524005.430358
  nChanged 2638
		SP:Iteration 2Q (18266.910000 sec): 3 clusters
  Score: Raw -14538225.838040 + Penalty 13343.276938 = -14524882.561102
  nChanged 2243
		SP:Iteration 3Q (18267.320000 sec): 3 clusters
  Score: Raw -14538887.570932 + Penalty 13343.276938 = -14525544.293994
  nChanged 1977
		SP:Iteration 4Q (18267.740000 sec): 3 clusters
  Score: Raw -14539435.985163 + Penalty 13343.276938 = -14526092.708225
  nChanged 1666
		SP:Iteration 5Q (18268.150000 sec): 3 clusters
  Score: Raw -14539878.000167 + Penalty 13343.276938 = -14526534.723229
  nChanged 1497
		SP:Iteration 6Q (18268.560000 sec): 3 clusters
  Score: Raw -14540227.532251 + Penalty 13343.276938 = -14526884.255313
  nChanged 1299
		SP:Iteration 7Q (18268.970000 sec): 3 clusters
  Score: Raw -14540520.089227 + Penalty 13343.276938 = -14527176.812289
  nChanged 1199
		SP:Iteration 8Q (18269.380000 sec): 3 clusters
  Score: Raw -14540779.296323 + Penalty 13343.276938 = -14527436.019385
  nChanged 1046
		SP:Iteration 9Q (18269.800000 sec): 3 clusters
  Score: Raw -14540998.141008 + Penalty 13343.276938 = -14527654.864070
  nChanged 974
		SP:Iteration 10Q (18270.210000 sec): 3 clusters
  Score: Raw -14541197.850082 + Penalty 13343.276938 = -14527854.573144
  nChanged 935
		SP:Iteration 11Q (18270.620000 sec): 3 clusters
  Score: Raw -14541403.288171 + Penalty 13343.276938 = -14528060.011233
  nChanged 972
		SP:Iteration 12Q (18271.030000 sec): 3 clusters
  Score: Raw -14541614.397182 + Penalty 13343.276938 = -14528271.120244
  nChanged 946
		SP:Iteration 13Q (18271.440000 sec): 3 clusters
  Score: Raw -14541825.514166 + Penalty 13343.276938 = -14528482.237228
  nChanged 959
		SP:Iteration 14Q (18271.860000 sec): 3 clusters
  Score: Raw -14542048.217022 + Penalty 13343.276938 = -14528704.940084
  nChanged 969
		SP:Iteration 15Q (18272.270000 sec): 3 clusters
  Score: Raw -14542278.184675 + Penalty 13343.276938 = -14528934.907737
  nChanged 1032
		SP:Iteration 16Q (18272.680000 sec): 3 clusters
  Score: Raw -14542530.964675 + Penalty 13343.276938 = -14529187.687737
  nChanged 1113
		SP:Iteration 17Q (18273.100000 sec): 3 clusters
  Score: Raw -14542831.527288 + Penalty 13343.276938 = -14529488.250350
  nChanged 1190
		SP:Iteration 18Q (18273.510000 sec): 3 clusters
  Score: Raw -14543158.987002 + Penalty 13343.276938 = -14529815.710064
  nChanged 1241
		SP:Iteration 19Q (18273.920000 sec): 3 clusters
  Score: Raw -14543529.829579 + Penalty 13343.276938 = -14530186.552641
  nChanged 1324
		SP:Iteration 20F (18274.330000 sec): 3 clusters
  Score: Raw -14543954.017361 + Penalty 13343.276938 = -14530610.740423
  nChanged 1517
		SP:Iteration 21Q (18274.740000 sec): 3 clusters
  Score: Raw -14544482.501210 + Penalty 13343.276938 = -14531139.224272
  nChanged 1664
		SP:Iteration 22Q (18275.150000 sec): 3 clusters
  Score: Raw -14545150.575675 + Penalty 13343.276938 = -14531807.298737
  nChanged 1800
		SP:Iteration 23Q (18275.560000 sec): 3 clusters
  Score: Raw -14545950.505975 + Penalty 13343.276938 = -14532607.229037
  nChanged 1944
		SP:Iteration 24Q (18275.970000 sec): 3 clusters
  Score: Raw -14546903.764190 + Penalty 13343.276938 = -14533560.487252
  nChanged 2051
		SP:Iteration 25Q (18276.380000 sec): 3 clusters
  Score: Raw -14547967.985888 + Penalty 13343.276938 = -14534624.708950
  nChanged 2002
		SP:Iteration 26Q (18276.780000 sec): 3 clusters
  Score: Raw -14549064.522389 + Penalty 13343.276938 = -14535721.245451
  nChanged 1966
		SP:Iteration 27Q (18277.180000 sec): 3 clusters
  Score: Raw -14550203.508748 + Penalty 13343.276938 = -14536860.231810
  nChanged 1869
		SP:Iteration 28Q (18277.580000 sec): 3 clusters
  Score: Raw -14551334.908964 + Penalty 13343.276938 = -14537991.632026
  nChanged 1776
		SP:Iteration 29Q (18277.960000 sec): 3 clusters
  Score: Raw -14552479.265463 + Penalty 13343.276938 = -14539135.988525
  nChanged 1560
		SP:Iteration 30Q (18278.340000 sec): 3 clusters
  Score: Raw -14553529.464778 + Penalty 13343.276938 = -14540186.187840
  nChanged 1320
		SP:Iteration 31Q (18278.710000 sec): 3 clusters
  Score: Raw -14554472.794008 + Penalty 13343.276938 = -14541129.517070
  nChanged 1051
		SP:Iteration 32Q (18279.070000 sec): 3 clusters
  Score: Raw -14555267.962075 + Penalty 13343.276938 = -14541924.685137
  nChanged 760
		SP:Iteration 33Q (18279.420000 sec): 3 clusters
  Score: Raw -14555828.176789 + Penalty 13343.276938 = -14542484.899851
  nChanged 499
		SP:Iteration 34Q (18279.760000 sec): 3 clusters
  Score: Raw -14556213.255022 + Penalty 13343.276938 = -14542869.978084
  nChanged 378
		SP:Iteration 35Q (18280.080000 sec): 3 clusters
  Score: Raw -14556525.899597 + Penalty 13343.276938 = -14543182.622659
  nChanged 235
		SP:Iteration 36Q (18280.400000 sec): 3 clusters
  Score: Raw -14556707.658030 + Penalty 13343.276938 = -14543364.381092
  nChanged 138
		SP:Iteration 37Q (18280.710000 sec): 3 clusters
  Score: Raw -14556820.468651 + Penalty 13343.276938 = -14543477.191713
  nChanged 92
		SP:Iteration 38Q (18281.020000 sec): 3 clusters
  Score: Raw -14556901.821822 + Penalty 13343.276938 = -14543558.544884
  nChanged 82
		SP:Iteration 39Q (18281.320000 sec): 3 clusters
  Score: Raw -14556969.096720 + Penalty 13343.276938 = -14543625.819782
  nChanged 62
		SP:Iteration 40F (18281.720000 sec): 3 clusters
  Score: Raw -14557024.727049 + Penalty 13343.276938 = -14543681.450111
  nChanged 40
		SP:Iteration 41Q (18282.020000 sec): 3 clusters
  Score: Raw -14557063.022620 + Penalty 13343.276938 = -14543719.745682
  nChanged 34
		SP:Iteration 42Q (18282.320000 sec): 3 clusters
  Score: Raw -14557090.015182 + Penalty 13343.276938 = -14543746.738244
  nChanged 18
		SP:Iteration 43Q (18282.620000 sec): 3 clusters
  Score: Raw -14557105.588640 + Penalty 13343.276938 = -14543762.311702
  nChanged 17
		SP:Iteration 44Q (18282.910000 sec): 3 clusters
  Score: Raw -14557120.501442 + Penalty 13343.276938 = -14543777.224504
  nChanged 13
		SP:Iteration 45Q (18283.200000 sec): 3 clusters
  Score: Raw -14557132.436153 + Penalty 13343.276938 = -14543789.159215
  nChanged 8
		SP:Iteration 46Q (18283.500000 sec): 3 clusters
  Score: Raw -14557138.397884 + Penalty 13343.276938 = -14543795.120946
  nChanged 4
		SP:Iteration 47Q (18283.790000 sec): 3 clusters
  Score: Raw -14557142.881810 + Penalty 13343.276938 = -14543799.604872
  nChanged 6
		SP:Iteration 48Q (18284.080000 sec): 3 clusters
  Score: Raw -14557147.166544 + Penalty 13343.276938 = -14543803.889606
  nChanged 4
		SP:Iteration 49Q (18284.370000 sec): 3 clusters
  Score: Raw -14557149.940656 + Penalty 13343.276938 = -14543806.663718
  nChanged 5
		SP:Iteration 50Q (18284.660000 sec): 3 clusters
  Score: Raw -14557155.223026 + Penalty 13343.276938 = -14543811.946088
  nChanged 6
		SP:Iteration 51Q (18284.950000 sec): 3 clusters
  Score: Raw -14557160.692733 + Penalty 13343.276938 = -14543817.415795
  nChanged 7
		SP:Iteration 52Q (18285.250000 sec): 3 clusters
  Score: Raw -14557166.227759 + Penalty 13343.276938 = -14543822.950821
  nChanged 3
		SP:Iteration 53Q (18285.540000 sec): 3 clusters
  Score: Raw -14557168.679888 + Penalty 13343.276938 = -14543825.402950
  nChanged 0
		SP:Iteration 54F (18285.940000 sec): 3 clusters
  Score: Raw -14557168.679888 + Penalty 13343.276938 = -14543825.402950
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 45 (1708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18285.990000 sec): 2 clusters
  Score: Raw -444678.711804 + Penalty 4558.885504 = -440119.826300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18286.000000 sec): 3 clusters
  Score: Raw -444643.526017 + Penalty 9117.771009 = -435525.755008
  nChanged 388
		SP:Iteration 1F (18286.010000 sec): 3 clusters
  Score: Raw -445671.099781 + Penalty 9117.771009 = -436553.328772
  nChanged 154
		SP:Iteration 2F (18286.030000 sec): 3 clusters
  Score: Raw -446360.721219 + Penalty 9117.771009 = -437242.950210
  nChanged 142
		SP:Iteration 3F (18286.040000 sec): 3 clusters
  Score: Raw -446893.722039 + Penalty 9117.771009 = -437775.951030
  nChanged 127
		SP:Iteration 4F (18286.050000 sec): 3 clusters
  Score: Raw -447402.207643 + Penalty 9117.771009 = -438284.436634
  nChanged 99
		SP:Iteration 5F (18286.060000 sec): 3 clusters
  Score: Raw -447851.424698 + Penalty 9117.771009 = -438733.653689
  nChanged 58
		SP:Iteration 6Q (18286.070000 sec): 3 clusters
  Score: Raw -448112.862508 + Penalty 9117.771009 = -438995.091500
  nChanged 44
		SP:Iteration 7Q (18286.080000 sec): 3 clusters
  Score: Raw -448298.578202 + Penalty 9117.771009 = -439180.807193
  nChanged 22
		SP:Iteration 8Q (18286.090000 sec): 3 clusters
  Score: Raw -448372.162864 + Penalty 9117.771009 = -439254.391855
  nChanged 15
		SP:Iteration 9Q (18286.100000 sec): 3 clusters
  Score: Raw -448427.214523 + Penalty 9117.771009 = -439309.443514
  nChanged 7
		SP:Iteration 10Q (18286.110000 sec): 3 clusters
  Score: Raw -448461.216575 + Penalty 9117.771009 = -439343.445567
  nChanged 7
		SP:Iteration 11Q (18286.120000 sec): 3 clusters
  Score: Raw -448491.729599 + Penalty 9117.771009 = -439373.958591
  nChanged 1
		SP:Iteration 12Q (18286.130000 sec): 3 clusters
  Score: Raw -448494.066757 + Penalty 9117.771009 = -439376.295749
  nChanged 0
		SP:Iteration 13F (18286.140000 sec): 3 clusters
  Score: Raw -448494.066757 + Penalty 9117.771009 = -439376.295749
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 46 (12016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18286.230000 sec): 2 clusters
  Score: Raw -3186692.585884 + Penalty 5753.821554 = -3180938.764330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18286.320000 sec): 3 clusters
  Score: Raw -3180970.027947 + Penalty 11507.643108 = -3169462.384839
  nChanged 4545
		SP:Iteration 1F (18286.410000 sec): 3 clusters
  Score: Raw -3183552.312982 + Penalty 11507.643108 = -3172044.669874
  nChanged 823
		SP:Iteration 2F (18286.490000 sec): 3 clusters
  Score: Raw -3184015.765483 + Penalty 11507.643108 = -3172508.122375
  nChanged 542
		SP:Iteration 3Q (18286.590000 sec): 3 clusters
  Score: Raw -3184296.983876 + Penalty 11507.643108 = -3172789.340768
  nChanged 426
		SP:Iteration 4Q (18286.670000 sec): 3 clusters
  Score: Raw -3184529.297061 + Penalty 11507.643108 = -3173021.653953
  nChanged 318
		SP:Iteration 5Q (18286.770000 sec): 3 clusters
  Score: Raw -3184696.288247 + Penalty 11507.643108 = -3173188.645139
  nChanged 278
		SP:Iteration 6Q (18286.850000 sec): 3 clusters
  Score: Raw -3184833.730681 + Penalty 11507.643108 = -3173326.087572
  nChanged 267
		SP:Iteration 7Q (18286.950000 sec): 3 clusters
  Score: Raw -3184969.535773 + Penalty 11507.643108 = -3173461.892665
  nChanged 263
		SP:Iteration 8Q (18287.030000 sec): 3 clusters
  Score: Raw -3185112.734107 + Penalty 11507.643108 = -3173605.090999
  nChanged 269
		SP:Iteration 9Q (18287.130000 sec): 3 clusters
  Score: Raw -3185266.251290 + Penalty 11507.643108 = -3173758.608182
  nChanged 264
		SP:Iteration 10Q (18287.210000 sec): 3 clusters
  Score: Raw -3185447.255596 + Penalty 11507.643108 = -3173939.612488
  nChanged 336
		SP:Iteration 11Q (18287.300000 sec): 3 clusters
  Score: Raw -3185672.496166 + Penalty 11507.643108 = -3174164.853058
  nChanged 370
		SP:Iteration 12Q (18287.390000 sec): 3 clusters
  Score: Raw -3185964.666115 + Penalty 11507.643108 = -3174457.023007
  nChanged 435
		SP:Iteration 13Q (18287.480000 sec): 3 clusters
  Score: Raw -3186377.556419 + Penalty 11507.643108 = -3174869.913311
  nChanged 527
		SP:Iteration 14Q (18287.570000 sec): 3 clusters
  Score: Raw -3186981.772332 + Penalty 11507.643108 = -3175474.129224
  nChanged 630
		SP:Iteration 15F (18287.660000 sec): 3 clusters
  Score: Raw -3187733.483607 + Penalty 11507.643108 = -3176225.840499
  nChanged 629
		SP:Iteration 16F (18287.750000 sec): 3 clusters
  Score: Raw -3188529.568086 + Penalty 11507.643108 = -3177021.924977
  nChanged 593
		SP:Iteration 17Q (18287.830000 sec): 3 clusters
  Score: Raw -3189338.969324 + Penalty 11507.643108 = -3177831.326216
  nChanged 527
		SP:Iteration 18Q (18287.910000 sec): 3 clusters
  Score: Raw -3190018.679263 + Penalty 11507.643108 = -3178511.036154
  nChanged 435
		SP:Iteration 19Q (18287.990000 sec): 3 clusters
  Score: Raw -3190482.108140 + Penalty 11507.643108 = -3178974.465032
  nChanged 299
		SP:Iteration 20F (18288.080000 sec): 3 clusters
  Score: Raw -3190691.758062 + Penalty 11507.643108 = -3179184.114954
  nChanged 187
		SP:Iteration 21Q (18288.150000 sec): 3 clusters
  Score: Raw -3190800.613245 + Penalty 11507.643108 = -3179292.970137
  nChanged 126
		SP:Iteration 22Q (18288.230000 sec): 3 clusters
  Score: Raw -3190858.960963 + Penalty 11507.643108 = -3179351.317855
  nChanged 61
		SP:Iteration 23Q (18288.310000 sec): 3 clusters
  Score: Raw -3190881.293650 + Penalty 11507.643108 = -3179373.650542
  nChanged 42
		SP:Iteration 24Q (18288.370000 sec): 3 clusters
  Score: Raw -3190895.966971 + Penalty 11507.643108 = -3179388.323863
  nChanged 42
		SP:Iteration 25Q (18288.450000 sec): 3 clusters
  Score: Raw -3190910.728265 + Penalty 11507.643108 = -3179403.085157
  nChanged 26
		SP:Iteration 26Q (18288.520000 sec): 3 clusters
  Score: Raw -3190918.093632 + Penalty 11507.643108 = -3179410.450524
  nChanged 22
		SP:Iteration 27Q (18288.600000 sec): 3 clusters
  Score: Raw -3190924.548869 + Penalty 11507.643108 = -3179416.905761
  nChanged 24
		SP:Iteration 28Q (18288.670000 sec): 3 clusters
  Score: Raw -3190932.613496 + Penalty 11507.643108 = -3179424.970388
  nChanged 25
		SP:Iteration 29Q (18288.750000 sec): 3 clusters
  Score: Raw -3190940.641306 + Penalty 11507.643108 = -3179432.998198
  nChanged 20
		SP:Iteration 30Q (18288.820000 sec): 3 clusters
  Score: Raw -3190945.601907 + Penalty 11507.643108 = -3179437.958799
  nChanged 14
		SP:Iteration 31Q (18288.890000 sec): 3 clusters
  Score: Raw -3190949.029453 + Penalty 11507.643108 = -3179441.386345
  nChanged 13
		SP:Iteration 32Q (18288.970000 sec): 3 clusters
  Score: Raw -3190951.876905 + Penalty 11507.643108 = -3179444.233796
  nChanged 10
		SP:Iteration 33Q (18289.040000 sec): 3 clusters
  Score: Raw -3190954.103512 + Penalty 11507.643108 = -3179446.460404
  nChanged 10
		SP:Iteration 34Q (18289.110000 sec): 3 clusters
  Score: Raw -3190956.948627 + Penalty 11507.643108 = -3179449.305519
  nChanged 9
		SP:Iteration 35Q (18289.190000 sec): 3 clusters
  Score: Raw -3190959.305231 + Penalty 11507.643108 = -3179451.662122
  nChanged 9
		SP:Iteration 36Q (18289.260000 sec): 3 clusters
  Score: Raw -3190961.535783 + Penalty 11507.643108 = -3179453.892675
  nChanged 12
		SP:Iteration 37Q (18289.330000 sec): 3 clusters
  Score: Raw -3190965.497465 + Penalty 11507.643108 = -3179457.854357
  nChanged 17
		SP:Iteration 38Q (18289.410000 sec): 3 clusters
  Score: Raw -3190971.699175 + Penalty 11507.643108 = -3179464.056067
  nChanged 23
		SP:Iteration 39Q (18289.480000 sec): 3 clusters
  Score: Raw -3190979.163399 + Penalty 11507.643108 = -3179471.520290
  nChanged 20
		SP:Iteration 40F (18289.570000 sec): 3 clusters
  Score: Raw -3190984.939579 + Penalty 11507.643108 = -3179477.296470
  nChanged 16
		SP:Iteration 41Q (18289.640000 sec): 3 clusters
  Score: Raw -3190988.870441 + Penalty 11507.643108 = -3179481.227333
  nChanged 18
		SP:Iteration 42Q (18289.710000 sec): 3 clusters
  Score: Raw -3190994.185990 + Penalty 11507.643108 = -3179486.542882
  nChanged 14
		SP:Iteration 43Q (18289.790000 sec): 3 clusters
  Score: Raw -3190999.115190 + Penalty 11507.643108 = -3179491.472082
  nChanged 17
		SP:Iteration 44Q (18289.860000 sec): 3 clusters
  Score: Raw -3191005.440992 + Penalty 11507.643108 = -3179497.797884
  nChanged 22
		SP:Iteration 45Q (18289.940000 sec): 3 clusters
  Score: Raw -3191013.354684 + Penalty 11507.643108 = -3179505.711576
  nChanged 29
		SP:Iteration 46Q (18290.010000 sec): 3 clusters
  Score: Raw -3191022.604023 + Penalty 11507.643108 = -3179514.960915
  nChanged 24
		SP:Iteration 47Q (18290.080000 sec): 3 clusters
  Score: Raw -3191031.406911 + Penalty 11507.643108 = -3179523.763803
  nChanged 23
		SP:Iteration 48Q (18290.160000 sec): 3 clusters
  Score: Raw -3191040.006313 + Penalty 11507.643108 = -3179532.363205
  nChanged 32
		SP:Iteration 49Q (18290.230000 sec): 3 clusters
  Score: Raw -3191053.793094 + Penalty 11507.643108 = -3179546.149986
  nChanged 42
		SP:Iteration 50Q (18290.300000 sec): 3 clusters
  Score: Raw -3191073.313567 + Penalty 11507.643108 = -3179565.670459
  nChanged 58
		SP:Iteration 51Q (18290.370000 sec): 3 clusters
  Score: Raw -3191104.677076 + Penalty 11507.643108 = -3179597.033968
  nChanged 70
		SP:Iteration 52Q (18290.450000 sec): 3 clusters
  Score: Raw -3191146.387848 + Penalty 11507.643108 = -3179638.744740
  nChanged 77
		SP:Iteration 53Q (18290.520000 sec): 3 clusters
  Score: Raw -3191197.931731 + Penalty 11507.643108 = -3179690.288622
  nChanged 92
		SP:Iteration 54Q (18290.590000 sec): 3 clusters
  Score: Raw -3191271.662804 + Penalty 11507.643108 = -3179764.019696
  nChanged 106
		SP:Iteration 55Q (18290.670000 sec): 3 clusters
  Score: Raw -3191351.600224 + Penalty 11507.643108 = -3179843.957116
  nChanged 87
		SP:Iteration 56Q (18290.740000 sec): 3 clusters
  Score: Raw -3191402.784566 + Penalty 11507.643108 = -3179895.141458
  nChanged 72
		SP:Iteration 57Q (18290.810000 sec): 3 clusters
  Score: Raw -3191444.612834 + Penalty 11507.643108 = -3179936.969726
  nChanged 51
		SP:Iteration 58Q (18290.880000 sec): 3 clusters
  Score: Raw -3191470.091556 + Penalty 11507.643108 = -3179962.448448
  nChanged 35
		SP:Iteration 59Q (18290.950000 sec): 3 clusters
  Score: Raw -3191484.626845 + Penalty 11507.643108 = -3179976.983737
  nChanged 24
		SP:Iteration 60F (18291.040000 sec): 3 clusters
  Score: Raw -3191495.031278 + Penalty 11507.643108 = -3179987.388170
  nChanged 26
		SP:Iteration 61Q (18291.110000 sec): 3 clusters
  Score: Raw -3191504.468429 + Penalty 11507.643108 = -3179996.825321
  nChanged 15
		SP:Iteration 62Q (18291.180000 sec): 3 clusters
  Score: Raw -3191509.447739 + Penalty 11507.643108 = -3180001.804631
  nChanged 5
		SP:Iteration 63Q (18291.250000 sec): 3 clusters
  Score: Raw -3191511.045350 + Penalty 11507.643108 = -3180003.402242
  nChanged 6
		SP:Iteration 64Q (18291.330000 sec): 3 clusters
  Score: Raw -3191513.045867 + Penalty 11507.643108 = -3180005.402759
  nChanged 5
		SP:Iteration 65Q (18291.390000 sec): 3 clusters
  Score: Raw -3191514.254406 + Penalty 11507.643108 = -3180006.611298
  nChanged 5
		SP:Iteration 66Q (18291.470000 sec): 3 clusters
  Score: Raw -3191516.004700 + Penalty 11507.643108 = -3180008.361592
  nChanged 4
		SP:Iteration 67Q (18291.530000 sec): 3 clusters
  Score: Raw -3191517.148283 + Penalty 11507.643108 = -3180009.505175
  nChanged 2
		SP:Iteration 68Q (18291.610000 sec): 3 clusters
  Score: Raw -3191517.538897 + Penalty 11507.643108 = -3180009.895788
  nChanged 2
		SP:Iteration 69Q (18291.680000 sec): 3 clusters
  Score: Raw -3191517.951565 + Penalty 11507.643108 = -3180010.308457
  nChanged 0
		SP:Iteration 70F (18291.770000 sec): 3 clusters
  Score: Raw -3191517.951565 + Penalty 11507.643108 = -3180010.308457
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 47 (4845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18291.810000 sec): 2 clusters
  Score: Raw -1246668.220661 + Penalty 5197.492796 = -1241470.727865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18291.840000 sec): 3 clusters
  Score: Raw -1244935.657914 + Penalty 10394.985592 = -1234540.672321
  nChanged 1460
		SP:Iteration 1F (18291.880000 sec): 3 clusters
  Score: Raw -1246111.968484 + Penalty 10394.985592 = -1235716.982892
  nChanged 394
		SP:Iteration 2F (18291.910000 sec): 3 clusters
  Score: Raw -1246470.404885 + Penalty 10394.985592 = -1236075.419293
  nChanged 225
		SP:Iteration 3Q (18291.950000 sec): 3 clusters
  Score: Raw -1246681.973001 + Penalty 10394.985592 = -1236286.987409
  nChanged 164
		SP:Iteration 4Q (18291.990000 sec): 3 clusters
  Score: Raw -1246852.892162 + Penalty 10394.985592 = -1236457.906570
  nChanged 157
		SP:Iteration 5Q (18292.020000 sec): 3 clusters
  Score: Raw -1247001.154637 + Penalty 10394.985592 = -1236606.169045
  nChanged 110
		SP:Iteration 6Q (18292.060000 sec): 3 clusters
  Score: Raw -1247088.283304 + Penalty 10394.985592 = -1236693.297712
  nChanged 83
		SP:Iteration 7Q (18292.090000 sec): 3 clusters
  Score: Raw -1247161.572513 + Penalty 10394.985592 = -1236766.586921
  nChanged 77
		SP:Iteration 8Q (18292.130000 sec): 3 clusters
  Score: Raw -1247221.632570 + Penalty 10394.985592 = -1236826.646977
  nChanged 57
		SP:Iteration 9Q (18292.170000 sec): 3 clusters
  Score: Raw -1247264.936448 + Penalty 10394.985592 = -1236869.950856
  nChanged 44
		SP:Iteration 10Q (18292.200000 sec): 3 clusters
  Score: Raw -1247295.227783 + Penalty 10394.985592 = -1236900.242190
  nChanged 39
		SP:Iteration 11Q (18292.230000 sec): 3 clusters
  Score: Raw -1247324.756105 + Penalty 10394.985592 = -1236929.770513
  nChanged 36
		SP:Iteration 12Q (18292.270000 sec): 3 clusters
  Score: Raw -1247351.150624 + Penalty 10394.985592 = -1236956.165032
  nChanged 24
		SP:Iteration 13Q (18292.310000 sec): 3 clusters
  Score: Raw -1247371.343086 + Penalty 10394.985592 = -1236976.357494
  nChanged 30
		SP:Iteration 14Q (18292.340000 sec): 3 clusters
  Score: Raw -1247394.441530 + Penalty 10394.985592 = -1236999.455937
  nChanged 24
		SP:Iteration 15Q (18292.370000 sec): 3 clusters
  Score: Raw -1247411.730639 + Penalty 10394.985592 = -1237016.745046
  nChanged 27
		SP:Iteration 16Q (18292.410000 sec): 3 clusters
  Score: Raw -1247430.930059 + Penalty 10394.985592 = -1237035.944467
  nChanged 12
		SP:Iteration 17Q (18292.450000 sec): 3 clusters
  Score: Raw -1247437.766594 + Penalty 10394.985592 = -1237042.781002
  nChanged 8
		SP:Iteration 18Q (18292.480000 sec): 3 clusters
  Score: Raw -1247443.623142 + Penalty 10394.985592 = -1237048.637550
  nChanged 8
		SP:Iteration 19Q (18292.510000 sec): 3 clusters
  Score: Raw -1247448.859638 + Penalty 10394.985592 = -1237053.874046
  nChanged 10
		SP:Iteration 20F (18292.550000 sec): 3 clusters
  Score: Raw -1247453.203309 + Penalty 10394.985592 = -1237058.217717
  nChanged 2
		SP:Iteration 21Q (18292.590000 sec): 3 clusters
  Score: Raw -1247454.138887 + Penalty 10394.985592 = -1237059.153294
  nChanged 2
		SP:Iteration 22Q (18292.620000 sec): 3 clusters
  Score: Raw -1247454.683699 + Penalty 10394.985592 = -1237059.698107
  nChanged 2
		SP:Iteration 23Q (18292.660000 sec): 3 clusters
  Score: Raw -1247455.481789 + Penalty 10394.985592 = -1237060.496197
  nChanged 2
		SP:Iteration 24Q (18292.690000 sec): 3 clusters
  Score: Raw -1247457.200374 + Penalty 10394.985592 = -1237062.214781
  nChanged 3
		SP:Iteration 25Q (18292.730000 sec): 3 clusters
  Score: Raw -1247458.953379 + Penalty 10394.985592 = -1237063.967786
  nChanged 4
		SP:Iteration 26Q (18292.760000 sec): 3 clusters
  Score: Raw -1247462.823151 + Penalty 10394.985592 = -1237067.837559
  nChanged 4
		SP:Iteration 27Q (18292.800000 sec): 3 clusters
  Score: Raw -1247464.749727 + Penalty 10394.985592 = -1237069.764135
  nChanged 3
		SP:Iteration 28Q (18292.830000 sec): 3 clusters
  Score: Raw -1247466.561282 + Penalty 10394.985592 = -1237071.575690
  nChanged 5
		SP:Iteration 29Q (18292.870000 sec): 3 clusters
  Score: Raw -1247469.008513 + Penalty 10394.985592 = -1237074.022921
  nChanged 1
		SP:Iteration 30Q (18292.900000 sec): 3 clusters
  Score: Raw -1247469.499509 + Penalty 10394.985592 = -1237074.513917
  nChanged 2
		SP:Iteration 31Q (18292.940000 sec): 3 clusters
  Score: Raw -1247470.410339 + Penalty 10394.985592 = -1237075.424747
  nChanged 3
		SP:Iteration 32Q (18292.970000 sec): 3 clusters
  Score: Raw -1247471.578754 + Penalty 10394.985592 = -1237076.593162
  nChanged 2
		SP:Iteration 33Q (18293.010000 sec): 3 clusters
  Score: Raw -1247472.408427 + Penalty 10394.985592 = -1237077.422834
  nChanged 0
		SP:Iteration 34F (18293.040000 sec): 3 clusters
  Score: Raw -1247472.408427 + Penalty 10394.985592 = -1237077.422834
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 48 (525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18293.050000 sec): 2 clusters
  Score: Raw -123551.670195 + Penalty 3836.331436 = -119715.338759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18293.060000 sec): 3 clusters
  Score: Raw -124177.293656 + Penalty 7672.662872 = -116504.630784
  nChanged 68
		SP:Iteration 1F (18293.060000 sec): 3 clusters
  Score: Raw -124454.961446 + Penalty 7672.662872 = -116782.298574
  nChanged 16
		SP:Iteration 2Q (18293.070000 sec): 3 clusters
  Score: Raw -124581.694075 + Penalty 7672.662872 = -116909.031203
  nChanged 14
		SP:Iteration 3Q (18293.070000 sec): 3 clusters
  Score: Raw -124662.666195 + Penalty 7672.662872 = -116990.003324
  nChanged 10
		SP:Iteration 4Q (18293.070000 sec): 3 clusters
  Score: Raw -124735.974572 + Penalty 7672.662872 = -117063.311700
  nChanged 10
		SP:Iteration 5Q (18293.080000 sec): 3 clusters
  Score: Raw -124799.434790 + Penalty 7672.662872 = -117126.771918
  nChanged 10
		SP:Iteration 6Q (18293.080000 sec): 3 clusters
  Score: Raw -124843.689676 + Penalty 7672.662872 = -117171.026804
  nChanged 8
		SP:Iteration 7Q (18293.090000 sec): 3 clusters
  Score: Raw -124881.535833 + Penalty 7672.662872 = -117208.872961
  nChanged 7
		SP:Iteration 8Q (18293.090000 sec): 3 clusters
  Score: Raw -124922.363073 + Penalty 7672.662872 = -117249.700201
  nChanged 7
		SP:Iteration 9Q (18293.090000 sec): 3 clusters
  Score: Raw -124967.736444 + Penalty 7672.662872 = -117295.073572
  nChanged 4
		SP:Iteration 10Q (18293.100000 sec): 3 clusters
  Score: Raw -124989.248719 + Penalty 7672.662872 = -117316.585847
  nChanged 2
		SP:Iteration 11Q (18293.100000 sec): 3 clusters
  Score: Raw -124993.958683 + Penalty 7672.662872 = -117321.295811
  nChanged 2
		SP:Iteration 12Q (18293.100000 sec): 3 clusters
  Score: Raw -125002.116029 + Penalty 7672.662872 = -117329.453158
  nChanged 1
		SP:Iteration 13Q (18293.110000 sec): 3 clusters
  Score: Raw -125006.313255 + Penalty 7672.662872 = -117333.650383
  nChanged 0
		SP:Iteration 14F (18293.110000 sec): 3 clusters
  Score: Raw -125006.313255 + Penalty 7672.662872 = -117333.650383
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 49 (1723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18293.130000 sec): 2 clusters
  Score: Raw -441603.681936 + Penalty 4564.241120 = -437039.440816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18293.140000 sec): 3 clusters
  Score: Raw -441417.335846 + Penalty 9128.482240 = -432288.853606
  nChanged 395
		SP:Iteration 1F (18293.150000 sec): 3 clusters
  Score: Raw -441969.340394 + Penalty 9128.482240 = -432840.858154
  nChanged 90
		SP:Iteration 2F (18293.170000 sec): 3 clusters
  Score: Raw -442188.345706 + Penalty 9128.482240 = -433059.863467
  nChanged 64
		SP:Iteration 3Q (18293.180000 sec): 3 clusters
  Score: Raw -442378.098640 + Penalty 9128.482240 = -433249.616400
  nChanged 61
		SP:Iteration 4Q (18293.190000 sec): 3 clusters
  Score: Raw -442511.208547 + Penalty 9128.482240 = -433382.726308
  nChanged 53
		SP:Iteration 5Q (18293.210000 sec): 3 clusters
  Score: Raw -442627.493335 + Penalty 9128.482240 = -433499.011096
  nChanged 45
		SP:Iteration 6Q (18293.220000 sec): 3 clusters
  Score: Raw -442724.916233 + Penalty 9128.482240 = -433596.433993
  nChanged 29
		SP:Iteration 7Q (18293.230000 sec): 3 clusters
  Score: Raw -442805.342196 + Penalty 9128.482240 = -433676.859956
  nChanged 37
		SP:Iteration 8Q (18293.240000 sec): 3 clusters
  Score: Raw -442921.231535 + Penalty 9128.482240 = -433792.749295
  nChanged 32
		SP:Iteration 9Q (18293.250000 sec): 3 clusters
  Score: Raw -442989.663588 + Penalty 9128.482240 = -433861.181348
  nChanged 25
		SP:Iteration 10Q (18293.270000 sec): 3 clusters
  Score: Raw -443057.336947 + Penalty 9128.482240 = -433928.854707
  nChanged 28
		SP:Iteration 11Q (18293.280000 sec): 3 clusters
  Score: Raw -443115.698563 + Penalty 9128.482240 = -433987.216324
  nChanged 22
		SP:Iteration 12Q (18293.290000 sec): 3 clusters
  Score: Raw -443169.674934 + Penalty 9128.482240 = -434041.192695
  nChanged 18
		SP:Iteration 13Q (18293.300000 sec): 3 clusters
  Score: Raw -443214.379186 + Penalty 9128.482240 = -434085.896947
  nChanged 12
		SP:Iteration 14Q (18293.310000 sec): 3 clusters
  Score: Raw -443248.050202 + Penalty 9128.482240 = -434119.567962
  nChanged 18
		SP:Iteration 15Q (18293.320000 sec): 3 clusters
  Score: Raw -443287.342667 + Penalty 9128.482240 = -434158.860427
  nChanged 13
		SP:Iteration 16Q (18293.330000 sec): 3 clusters
  Score: Raw -443322.713588 + Penalty 9128.482240 = -434194.231348
  nChanged 12
		SP:Iteration 17Q (18293.350000 sec): 3 clusters
  Score: Raw -443342.909799 + Penalty 9128.482240 = -434214.427560
  nChanged 4
		SP:Iteration 18Q (18293.360000 sec): 3 clusters
  Score: Raw -443353.753139 + Penalty 9128.482240 = -434225.270899
  nChanged 4
		SP:Iteration 19Q (18293.370000 sec): 3 clusters
  Score: Raw -443362.624971 + Penalty 9128.482240 = -434234.142731
  nChanged 4
		SP:Iteration 20F (18293.380000 sec): 3 clusters
  Score: Raw -443371.049668 + Penalty 9128.482240 = -434242.567428
  nChanged 5
		SP:Iteration 21Q (18293.390000 sec): 3 clusters
  Score: Raw -443378.482893 + Penalty 9128.482240 = -434250.000653
  nChanged 2
		SP:Iteration 22Q (18293.400000 sec): 3 clusters
  Score: Raw -443381.475746 + Penalty 9128.482240 = -434252.993506
  nChanged 5
		SP:Iteration 23Q (18293.410000 sec): 3 clusters
  Score: Raw -443399.437525 + Penalty 9128.482240 = -434270.955285
  nChanged 6
		SP:Iteration 24Q (18293.430000 sec): 3 clusters
  Score: Raw -443413.085524 + Penalty 9128.482240 = -434284.603285
  nChanged 8
		SP:Iteration 25Q (18293.430000 sec): 3 clusters
  Score: Raw -443437.687426 + Penalty 9128.482240 = -434309.205186
  nChanged 7
		SP:Iteration 26Q (18293.450000 sec): 3 clusters
  Score: Raw -443456.878605 + Penalty 9128.482240 = -434328.396366
  nChanged 7
		SP:Iteration 27Q (18293.460000 sec): 3 clusters
  Score: Raw -443470.347690 + Penalty 9128.482240 = -434341.865451
  nChanged 4
		SP:Iteration 28Q (18293.470000 sec): 3 clusters
  Score: Raw -443476.926830 + Penalty 9128.482240 = -434348.444591
  nChanged 4
		SP:Iteration 29Q (18293.480000 sec): 3 clusters
  Score: Raw -443485.150582 + Penalty 9128.482240 = -434356.668342
  nChanged 7
		SP:Iteration 30Q (18293.490000 sec): 3 clusters
  Score: Raw -443495.335217 + Penalty 9128.482240 = -434366.852977
  nChanged 0
		SP:Iteration 31F (18293.500000 sec): 3 clusters
  Score: Raw -443495.335217 + Penalty 9128.482240 = -434366.852977
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 50 (1292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18293.520000 sec): 2 clusters
  Score: Raw -343173.981701 + Penalty 4387.917344 = -338786.064357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18293.530000 sec): 3 clusters
  Score: Raw -343087.538765 + Penalty 8775.834688 = -334311.704076
  nChanged 242
		SP:Iteration 1F (18293.540000 sec): 3 clusters
  Score: Raw -343570.968468 + Penalty 8775.834688 = -334795.133780
  nChanged 76
		SP:Iteration 2F (18293.550000 sec): 3 clusters
  Score: Raw -343752.529176 + Penalty 8775.834688 = -334976.694487
  nChanged 34
		SP:Iteration 3Q (18293.560000 sec): 3 clusters
  Score: Raw -343808.912870 + Penalty 8775.834688 = -335033.078182
  nChanged 16
		SP:Iteration 4Q (18293.570000 sec): 3 clusters
  Score: Raw -343849.261715 + Penalty 8775.834688 = -335073.427027
  nChanged 15
		SP:Iteration 5Q (18293.580000 sec): 3 clusters
  Score: Raw -343893.171757 + Penalty 8775.834688 = -335117.337069
  nChanged 15
		SP:Iteration 6Q (18293.590000 sec): 3 clusters
  Score: Raw -343945.277904 + Penalty 8775.834688 = -335169.443216
  nChanged 17
		SP:Iteration 7Q (18293.590000 sec): 3 clusters
  Score: Raw -344007.899504 + Penalty 8775.834688 = -335232.064815
  nChanged 13
		SP:Iteration 8Q (18293.610000 sec): 3 clusters
  Score: Raw -344075.633168 + Penalty 8775.834688 = -335299.798479
  nChanged 17
		SP:Iteration 9Q (18293.610000 sec): 3 clusters
  Score: Raw -344149.061697 + Penalty 8775.834688 = -335373.227009
  nChanged 20
		SP:Iteration 10Q (18293.620000 sec): 3 clusters
  Score: Raw -344250.835727 + Penalty 8775.834688 = -335475.001038
  nChanged 25
		SP:Iteration 11Q (18293.630000 sec): 3 clusters
  Score: Raw -344351.853387 + Penalty 8775.834688 = -335576.018698
  nChanged 22
		SP:Iteration 12Q (18293.640000 sec): 3 clusters
  Score: Raw -344417.416832 + Penalty 8775.834688 = -335641.582144
  nChanged 14
		SP:Iteration 13Q (18293.650000 sec): 3 clusters
  Score: Raw -344462.873017 + Penalty 8775.834688 = -335687.038329
  nChanged 13
		SP:Iteration 14Q (18293.660000 sec): 3 clusters
  Score: Raw -344512.029818 + Penalty 8775.834688 = -335736.195130
  nChanged 15
		SP:Iteration 15Q (18293.670000 sec): 3 clusters
  Score: Raw -344545.959155 + Penalty 8775.834688 = -335770.124467
  nChanged 7
		SP:Iteration 16Q (18293.680000 sec): 3 clusters
  Score: Raw -344563.692772 + Penalty 8775.834688 = -335787.858084
  nChanged 2
		SP:Iteration 17Q (18293.690000 sec): 3 clusters
  Score: Raw -344570.935681 + Penalty 8775.834688 = -335795.100992
  nChanged 6
		SP:Iteration 18Q (18293.700000 sec): 3 clusters
  Score: Raw -344584.268043 + Penalty 8775.834688 = -335808.433355
  nChanged 2
		SP:Iteration 19Q (18293.710000 sec): 3 clusters
  Score: Raw -344587.276588 + Penalty 8775.834688 = -335811.441900
  nChanged 1
		SP:Iteration 20F (18293.720000 sec): 3 clusters
  Score: Raw -344595.303061 + Penalty 8775.834688 = -335819.468372
  nChanged 2
		SP:Iteration 21Q (18293.730000 sec): 3 clusters
  Score: Raw -344599.138896 + Penalty 8775.834688 = -335823.304208
  nChanged 0
		SP:Iteration 22F (18293.740000 sec): 3 clusters
  Score: Raw -344599.138896 + Penalty 8775.834688 = -335823.304208
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 51 (15184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18293.840000 sec): 2 clusters
  Score: Raw -3853480.984327 + Penalty 5897.148482 = -3847583.835845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18293.960000 sec): 3 clusters
  Score: Raw -3845847.360187 + Penalty 11794.296963 = -3834053.063224
  nChanged 5997
		SP:Iteration 1F (18294.070000 sec): 3 clusters
  Score: Raw -3849324.739998 + Penalty 11794.296963 = -3837530.443035
  nChanged 1230
		SP:Iteration 2F (18294.180000 sec): 3 clusters
  Score: Raw -3850151.020161 + Penalty 11794.296963 = -3838356.723198
  nChanged 921
		SP:Iteration 3F (18294.300000 sec): 3 clusters
  Score: Raw -3850765.264790 + Penalty 11794.296963 = -3838970.967827
  nChanged 774
		SP:Iteration 4F (18294.410000 sec): 3 clusters
  Score: Raw -3851282.788179 + Penalty 11794.296963 = -3839488.491216
  nChanged 681
		SP:Iteration 5Q (18294.530000 sec): 3 clusters
  Score: Raw -3851760.101232 + Penalty 11794.296963 = -3839965.804269
  nChanged 636
		SP:Iteration 6Q (18294.640000 sec): 3 clusters
  Score: Raw -3852199.939227 + Penalty 11794.296963 = -3840405.642264
  nChanged 610
		SP:Iteration 7Q (18294.760000 sec): 3 clusters
  Score: Raw -3852601.674655 + Penalty 11794.296963 = -3840807.377692
  nChanged 545
		SP:Iteration 8Q (18294.870000 sec): 3 clusters
  Score: Raw -3852935.287007 + Penalty 11794.296963 = -3841140.990044
  nChanged 445
		SP:Iteration 9Q (18294.980000 sec): 3 clusters
  Score: Raw -3853219.156402 + Penalty 11794.296963 = -3841424.859439
  nChanged 451
		SP:Iteration 10Q (18295.090000 sec): 3 clusters
  Score: Raw -3853500.576142 + Penalty 11794.296963 = -3841706.279179
  nChanged 367
		SP:Iteration 11Q (18295.200000 sec): 3 clusters
  Score: Raw -3853721.876425 + Penalty 11794.296963 = -3841927.579462
  nChanged 314
		SP:Iteration 12Q (18295.320000 sec): 3 clusters
  Score: Raw -3853893.117388 + Penalty 11794.296963 = -3842098.820425
  nChanged 274
		SP:Iteration 13Q (18295.430000 sec): 3 clusters
  Score: Raw -3854043.629725 + Penalty 11794.296963 = -3842249.332762
  nChanged 260
		SP:Iteration 14Q (18295.540000 sec): 3 clusters
  Score: Raw -3854167.470686 + Penalty 11794.296963 = -3842373.173723
  nChanged 212
		SP:Iteration 15Q (18295.650000 sec): 3 clusters
  Score: Raw -3854256.840499 + Penalty 11794.296963 = -3842462.543536
  nChanged 168
		SP:Iteration 16Q (18295.760000 sec): 3 clusters
  Score: Raw -3854331.984454 + Penalty 11794.296963 = -3842537.687491
  nChanged 157
		SP:Iteration 17Q (18295.870000 sec): 3 clusters
  Score: Raw -3854396.095150 + Penalty 11794.296963 = -3842601.798187
  nChanged 150
		SP:Iteration 18Q (18295.980000 sec): 3 clusters
  Score: Raw -3854453.890500 + Penalty 11794.296963 = -3842659.593537
  nChanged 111
		SP:Iteration 19Q (18296.080000 sec): 3 clusters
  Score: Raw -3854494.758077 + Penalty 11794.296963 = -3842700.461114
  nChanged 94
		SP:Iteration 20F (18296.200000 sec): 3 clusters
  Score: Raw -3854527.054604 + Penalty 11794.296963 = -3842732.757641
  nChanged 97
		SP:Iteration 21Q (18296.310000 sec): 3 clusters
  Score: Raw -3854561.564953 + Penalty 11794.296963 = -3842767.267990
  nChanged 80
		SP:Iteration 22Q (18296.420000 sec): 3 clusters
  Score: Raw -3854590.176824 + Penalty 11794.296963 = -3842795.879861
  nChanged 71
		SP:Iteration 23Q (18296.520000 sec): 3 clusters
  Score: Raw -3854612.525113 + Penalty 11794.296963 = -3842818.228150
  nChanged 55
		SP:Iteration 24Q (18296.630000 sec): 3 clusters
  Score: Raw -3854631.158172 + Penalty 11794.296963 = -3842836.861209
  nChanged 61
		SP:Iteration 25Q (18296.740000 sec): 3 clusters
  Score: Raw -3854653.495643 + Penalty 11794.296963 = -3842859.198680
  nChanged 67
		SP:Iteration 26Q (18296.840000 sec): 3 clusters
  Score: Raw -3854676.672131 + Penalty 11794.296963 = -3842882.375167
  nChanged 56
		SP:Iteration 27Q (18296.950000 sec): 3 clusters
  Score: Raw -3854696.272936 + Penalty 11794.296963 = -3842901.975973
  nChanged 57
		SP:Iteration 28Q (18297.060000 sec): 3 clusters
  Score: Raw -3854719.568680 + Penalty 11794.296963 = -3842925.271717
  nChanged 72
		SP:Iteration 29Q (18297.160000 sec): 3 clusters
  Score: Raw -3854747.224256 + Penalty 11794.296963 = -3842952.927293
  nChanged 67
		SP:Iteration 30Q (18297.270000 sec): 3 clusters
  Score: Raw -3854775.648987 + Penalty 11794.296963 = -3842981.352024
  nChanged 82
		SP:Iteration 31Q (18297.370000 sec): 3 clusters
  Score: Raw -3854811.304331 + Penalty 11794.296963 = -3843017.007368
  nChanged 82
		SP:Iteration 32Q (18297.480000 sec): 3 clusters
  Score: Raw -3854848.102859 + Penalty 11794.296963 = -3843053.805896
  nChanged 86
		SP:Iteration 33Q (18297.580000 sec): 3 clusters
  Score: Raw -3854889.628640 + Penalty 11794.296963 = -3843095.331677
  nChanged 79
		SP:Iteration 34Q (18297.690000 sec): 3 clusters
  Score: Raw -3854934.308311 + Penalty 11794.296963 = -3843140.011348
  nChanged 84
		SP:Iteration 35Q (18297.790000 sec): 3 clusters
  Score: Raw -3854985.999619 + Penalty 11794.296963 = -3843191.702656
  nChanged 89
		SP:Iteration 36Q (18297.900000 sec): 3 clusters
  Score: Raw -3855051.917041 + Penalty 11794.296963 = -3843257.620078
  nChanged 116
		SP:Iteration 37Q (18298.000000 sec): 3 clusters
  Score: Raw -3855145.314278 + Penalty 11794.296963 = -3843351.017315
  nChanged 131
		SP:Iteration 38Q (18298.100000 sec): 3 clusters
  Score: Raw -3855267.630908 + Penalty 11794.296963 = -3843473.333945
  nChanged 128
		SP:Iteration 39Q (18298.200000 sec): 3 clusters
  Score: Raw -3855346.878805 + Penalty 11794.296963 = -3843552.581842
  nChanged 93
		SP:Iteration 40F (18298.320000 sec): 3 clusters
  Score: Raw -3855394.376421 + Penalty 11794.296963 = -3843600.079458
  nChanged 79
		SP:Iteration 41Q (18298.420000 sec): 3 clusters
  Score: Raw -3855434.994601 + Penalty 11794.296963 = -3843640.697638
  nChanged 76
		SP:Iteration 42Q (18298.520000 sec): 3 clusters
  Score: Raw -3855472.165681 + Penalty 11794.296963 = -3843677.868718
  nChanged 61
		SP:Iteration 43Q (18298.620000 sec): 3 clusters
  Score: Raw -3855500.553152 + Penalty 11794.296963 = -3843706.256189
  nChanged 53
		SP:Iteration 44Q (18298.720000 sec): 3 clusters
  Score: Raw -3855523.346108 + Penalty 11794.296963 = -3843729.049145
  nChanged 46
		SP:Iteration 45Q (18298.820000 sec): 3 clusters
  Score: Raw -3855542.689421 + Penalty 11794.296963 = -3843748.392458
  nChanged 38
		SP:Iteration 46Q (18298.920000 sec): 3 clusters
  Score: Raw -3855555.752856 + Penalty 11794.296963 = -3843761.455893
  nChanged 27
		SP:Iteration 47Q (18299.020000 sec): 3 clusters
  Score: Raw -3855564.155572 + Penalty 11794.296963 = -3843769.858609
  nChanged 12
		SP:Iteration 48Q (18299.120000 sec): 3 clusters
  Score: Raw -3855568.451589 + Penalty 11794.296963 = -3843774.154626
  nChanged 10
		SP:Iteration 49Q (18299.220000 sec): 3 clusters
  Score: Raw -3855571.563083 + Penalty 11794.296963 = -3843777.266120
  nChanged 8
		SP:Iteration 50Q (18299.320000 sec): 3 clusters
  Score: Raw -3855573.845167 + Penalty 11794.296963 = -3843779.548204
  nChanged 6
		SP:Iteration 51Q (18299.420000 sec): 3 clusters
  Score: Raw -3855575.257585 + Penalty 11794.296963 = -3843780.960621
  nChanged 2
		SP:Iteration 52Q (18299.520000 sec): 3 clusters
  Score: Raw -3855575.657112 + Penalty 11794.296963 = -3843781.360149
  nChanged 1
		SP:Iteration 53Q (18299.610000 sec): 3 clusters
  Score: Raw -3855575.828792 + Penalty 11794.296963 = -3843781.531829
  nChanged 1
		SP:Iteration 54Q (18299.710000 sec): 3 clusters
  Score: Raw -3855575.969835 + Penalty 11794.296963 = -3843781.672872
  nChanged 0
		SP:Iteration 55F (18299.820000 sec): 3 clusters
  Score: Raw -3855575.969835 + Penalty 11794.296963 = -3843781.672872
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 52 (17473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18299.940000 sec): 2 clusters
  Score: Raw -4632647.583877 + Penalty 5983.152418 = -4626664.431459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18300.080000 sec): 3 clusters
  Score: Raw -4623664.350144 + Penalty 11966.304836 = -4611698.045307
  nChanged 6992
		SP:Iteration 1F (18300.210000 sec): 3 clusters
  Score: Raw -4627376.817011 + Penalty 11966.304836 = -4615410.512175
  nChanged 1122
		SP:Iteration 2F (18300.340000 sec): 3 clusters
  Score: Raw -4627927.478606 + Penalty 11966.304836 = -4615961.173770
  nChanged 832
		SP:Iteration 3Q (18300.470000 sec): 3 clusters
  Score: Raw -4628287.202963 + Penalty 11966.304836 = -4616320.898127
  nChanged 648
		SP:Iteration 4Q (18300.610000 sec): 3 clusters
  Score: Raw -4628582.593800 + Penalty 11966.304836 = -4616616.288963
  nChanged 583
		SP:Iteration 5Q (18300.740000 sec): 3 clusters
  Score: Raw -4628851.274052 + Penalty 11966.304836 = -4616884.969215
  nChanged 516
		SP:Iteration 6Q (18300.870000 sec): 3 clusters
  Score: Raw -4629101.320904 + Penalty 11966.304836 = -4617135.016068
  nChanged 482
		SP:Iteration 7Q (18301.000000 sec): 3 clusters
  Score: Raw -4629341.865871 + Penalty 11966.304836 = -4617375.561034
  nChanged 486
		SP:Iteration 8Q (18301.140000 sec): 3 clusters
  Score: Raw -4629595.454888 + Penalty 11966.304836 = -4617629.150052
  nChanged 461
		SP:Iteration 9Q (18301.270000 sec): 3 clusters
  Score: Raw -4629845.914782 + Penalty 11966.304836 = -4617879.609945
  nChanged 473
		SP:Iteration 10Q (18301.400000 sec): 3 clusters
  Score: Raw -4630130.025353 + Penalty 11966.304836 = -4618163.720517
  nChanged 513
		SP:Iteration 11Q (18301.540000 sec): 3 clusters
  Score: Raw -4630401.237071 + Penalty 11966.304836 = -4618434.932235
  nChanged 475
		SP:Iteration 12Q (18301.660000 sec): 3 clusters
  Score: Raw -4630640.787250 + Penalty 11966.304836 = -4618674.482414
  nChanged 474
		SP:Iteration 13Q (18301.800000 sec): 3 clusters
  Score: Raw -4630881.258651 + Penalty 11966.304836 = -4618914.953815
  nChanged 506
		SP:Iteration 14Q (18301.930000 sec): 3 clusters
  Score: Raw -4631144.949692 + Penalty 11966.304836 = -4619178.644855
  nChanged 517
		SP:Iteration 15Q (18302.060000 sec): 3 clusters
  Score: Raw -4631416.920354 + Penalty 11966.304836 = -4619450.615517
  nChanged 534
		SP:Iteration 16Q (18302.190000 sec): 3 clusters
  Score: Raw -4631718.467088 + Penalty 11966.304836 = -4619752.162252
  nChanged 514
		SP:Iteration 17Q (18302.320000 sec): 3 clusters
  Score: Raw -4632002.264286 + Penalty 11966.304836 = -4620035.959450
  nChanged 489
		SP:Iteration 18Q (18302.440000 sec): 3 clusters
  Score: Raw -4632262.154867 + Penalty 11966.304836 = -4620295.850030
  nChanged 450
		SP:Iteration 19Q (18302.580000 sec): 3 clusters
  Score: Raw -4632485.587729 + Penalty 11966.304836 = -4620519.282893
  nChanged 392
		SP:Iteration 20F (18302.710000 sec): 3 clusters
  Score: Raw -4632682.081182 + Penalty 11966.304836 = -4620715.776345
  nChanged 333
		SP:Iteration 21Q (18302.840000 sec): 3 clusters
  Score: Raw -4632854.744308 + Penalty 11966.304836 = -4620888.439472
  nChanged 322
		SP:Iteration 22Q (18302.960000 sec): 3 clusters
  Score: Raw -4633013.343126 + Penalty 11966.304836 = -4621047.038289
  nChanged 313
		SP:Iteration 23Q (18303.090000 sec): 3 clusters
  Score: Raw -4633167.603256 + Penalty 11966.304836 = -4621201.298420
  nChanged 286
		SP:Iteration 24Q (18303.220000 sec): 3 clusters
  Score: Raw -4633305.203050 + Penalty 11966.304836 = -4621338.898214
  nChanged 260
		SP:Iteration 25Q (18303.340000 sec): 3 clusters
  Score: Raw -4633432.469799 + Penalty 11966.304836 = -4621466.164963
  nChanged 233
		SP:Iteration 26Q (18303.470000 sec): 3 clusters
  Score: Raw -4633551.232714 + Penalty 11966.304836 = -4621584.927877
  nChanged 214
		SP:Iteration 27Q (18303.600000 sec): 3 clusters
  Score: Raw -4633665.704305 + Penalty 11966.304836 = -4621699.399469
  nChanged 232
		SP:Iteration 28Q (18303.720000 sec): 3 clusters
  Score: Raw -4633806.100656 + Penalty 11966.304836 = -4621839.795820
  nChanged 259
		SP:Iteration 29Q (18303.850000 sec): 3 clusters
  Score: Raw -4633977.822341 + Penalty 11966.304836 = -4622011.517505
  nChanged 274
		SP:Iteration 30Q (18303.980000 sec): 3 clusters
  Score: Raw -4634161.008301 + Penalty 11966.304836 = -4622194.703464
  nChanged 217
		SP:Iteration 31Q (18304.100000 sec): 3 clusters
  Score: Raw -4634300.173312 + Penalty 11966.304836 = -4622333.868476
  nChanged 207
		SP:Iteration 32Q (18304.220000 sec): 3 clusters
  Score: Raw -4634437.582419 + Penalty 11966.304836 = -4622471.277582
  nChanged 208
		SP:Iteration 33Q (18304.340000 sec): 3 clusters
  Score: Raw -4634574.794447 + Penalty 11966.304836 = -4622608.489610
  nChanged 203
		SP:Iteration 34Q (18304.460000 sec): 3 clusters
  Score: Raw -4634716.712858 + Penalty 11966.304836 = -4622750.408021
  nChanged 187
		SP:Iteration 35Q (18304.580000 sec): 3 clusters
  Score: Raw -4634853.851841 + Penalty 11966.304836 = -4622887.547005
  nChanged 174
		SP:Iteration 36Q (18304.700000 sec): 3 clusters
  Score: Raw -4634988.023288 + Penalty 11966.304836 = -4623021.718451
  nChanged 174
		SP:Iteration 37Q (18304.820000 sec): 3 clusters
  Score: Raw -4635141.139953 + Penalty 11966.304836 = -4623174.835117
  nChanged 162
		SP:Iteration 38Q (18304.930000 sec): 3 clusters
  Score: Raw -4635263.485499 + Penalty 11966.304836 = -4623297.180662
  nChanged 133
		SP:Iteration 39Q (18305.040000 sec): 3 clusters
  Score: Raw -4635348.304010 + Penalty 11966.304836 = -4623381.999174
  nChanged 112
		SP:Iteration 40F (18305.180000 sec): 3 clusters
  Score: Raw -4635410.607695 + Penalty 11966.304836 = -4623444.302859
  nChanged 79
		SP:Iteration 41Q (18305.290000 sec): 3 clusters
  Score: Raw -4635448.428473 + Penalty 11966.304836 = -4623482.123637
  nChanged 59
		SP:Iteration 42Q (18305.400000 sec): 3 clusters
  Score: Raw -4635472.395511 + Penalty 11966.304836 = -4623506.090675
  nChanged 63
		SP:Iteration 43Q (18305.510000 sec): 3 clusters
  Score: Raw -4635493.434471 + Penalty 11966.304836 = -4623527.129634
  nChanged 49
		SP:Iteration 44Q (18305.620000 sec): 3 clusters
  Score: Raw -4635509.141261 + Penalty 11966.304836 = -4623542.836424
  nChanged 42
		SP:Iteration 45Q (18305.730000 sec): 3 clusters
  Score: Raw -4635521.373658 + Penalty 11966.304836 = -4623555.068821
  nChanged 36
		SP:Iteration 46Q (18305.840000 sec): 3 clusters
  Score: Raw -4635531.862456 + Penalty 11966.304836 = -4623565.557620
  nChanged 27
		SP:Iteration 47Q (18305.950000 sec): 3 clusters
  Score: Raw -4635538.716274 + Penalty 11966.304836 = -4623572.411437
  nChanged 17
		SP:Iteration 48Q (18306.060000 sec): 3 clusters
  Score: Raw -4635542.879064 + Penalty 11966.304836 = -4623576.574227
  nChanged 16
		SP:Iteration 49Q (18306.170000 sec): 3 clusters
  Score: Raw -4635546.426847 + Penalty 11966.304836 = -4623580.122011
  nChanged 15
		SP:Iteration 50Q (18306.290000 sec): 3 clusters
  Score: Raw -4635549.865555 + Penalty 11966.304836 = -4623583.560719
  nChanged 6
		SP:Iteration 51Q (18306.390000 sec): 3 clusters
  Score: Raw -4635551.288055 + Penalty 11966.304836 = -4623584.983219
  nChanged 5
		SP:Iteration 52Q (18306.500000 sec): 3 clusters
  Score: Raw -4635552.357485 + Penalty 11966.304836 = -4623586.052648
  nChanged 6
		SP:Iteration 53Q (18306.610000 sec): 3 clusters
  Score: Raw -4635553.939081 + Penalty 11966.304836 = -4623587.634245
  nChanged 8
		SP:Iteration 54Q (18306.720000 sec): 3 clusters
  Score: Raw -4635556.585585 + Penalty 11966.304836 = -4623590.280749
  nChanged 6
		SP:Iteration 55Q (18306.830000 sec): 3 clusters
  Score: Raw -4635558.235109 + Penalty 11966.304836 = -4623591.930272
  nChanged 10
		SP:Iteration 56Q (18306.940000 sec): 3 clusters
  Score: Raw -4635560.841858 + Penalty 11966.304836 = -4623594.537022
  nChanged 9
		SP:Iteration 57Q (18307.050000 sec): 3 clusters
  Score: Raw -4635563.080454 + Penalty 11966.304836 = -4623596.775618
  nChanged 12
		SP:Iteration 58Q (18307.160000 sec): 3 clusters
  Score: Raw -4635565.844003 + Penalty 11966.304836 = -4623599.539167
  nChanged 8
		SP:Iteration 59Q (18307.270000 sec): 3 clusters
  Score: Raw -4635567.264183 + Penalty 11966.304836 = -4623600.959347
  nChanged 5
		SP:Iteration 60F (18307.400000 sec): 3 clusters
  Score: Raw -4635568.513402 + Penalty 11966.304836 = -4623602.208565
  nChanged 4
		SP:Iteration 61Q (18307.510000 sec): 3 clusters
  Score: Raw -4635569.672376 + Penalty 11966.304836 = -4623603.367540
  nChanged 1
		SP:Iteration 62Q (18307.620000 sec): 3 clusters
  Score: Raw -4635569.836342 + Penalty 11966.304836 = -4623603.531505
  nChanged 1
		SP:Iteration 63Q (18307.730000 sec): 3 clusters
  Score: Raw -4635570.078118 + Penalty 11966.304836 = -4623603.773282
  nChanged 1
		SP:Iteration 64Q (18307.830000 sec): 3 clusters
  Score: Raw -4635570.463465 + Penalty 11966.304836 = -4623604.158629
  nChanged 2
		SP:Iteration 65Q (18307.940000 sec): 3 clusters
  Score: Raw -4635570.990910 + Penalty 11966.304836 = -4623604.686074
  nChanged 1
		SP:Iteration 66Q (18308.050000 sec): 3 clusters
  Score: Raw -4635571.234994 + Penalty 11966.304836 = -4623604.930158
  nChanged 0
		SP:Iteration 67F (18308.190000 sec): 3 clusters
  Score: Raw -4635571.234994 + Penalty 11966.304836 = -4623604.930158
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 53 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18308.210000 sec): 2 clusters
  Score: Raw -104895.359060 + Penalty 3680.398076 = -101214.960984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18308.210000 sec): 3 clusters
  Score: Raw -105610.866152 + Penalty 7360.796152 = -98250.070000
  nChanged 22
		SP:Iteration 1F (18308.210000 sec): 3 clusters
  Score: Raw -105728.682268 + Penalty 7360.796152 = -98367.886116
  nChanged 7
		SP:Iteration 2Q (18308.210000 sec): 3 clusters
  Score: Raw -105785.110440 + Penalty 7360.796152 = -98424.314288
  nChanged 3
		SP:Iteration 3Q (18308.220000 sec): 3 clusters
  Score: Raw -105795.645164 + Penalty 7360.796152 = -98434.849012
  nChanged 1
		SP:Iteration 4Q (18308.220000 sec): 3 clusters
  Score: Raw -105797.721867 + Penalty 7360.796152 = -98436.925715
  nChanged 0
		SP:Iteration 5F (18308.230000 sec): 3 clusters
  Score: Raw -105797.721867 + Penalty 7360.796152 = -98436.925715
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 54 (655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18308.230000 sec): 2 clusters
  Score: Raw -156429.602958 + Penalty 3971.839082 = -152457.763877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18308.240000 sec): 3 clusters
  Score: Raw -156899.415556 + Penalty 7943.678164 = -148955.737393
  nChanged 75
		SP:Iteration 1F (18308.250000 sec): 3 clusters
  Score: Raw -157186.129022 + Penalty 7943.678164 = -149242.450858
  nChanged 34
		SP:Iteration 2F (18308.250000 sec): 3 clusters
  Score: Raw -157328.639159 + Penalty 7943.678164 = -149384.960995
  nChanged 27
		SP:Iteration 3Q (18308.260000 sec): 3 clusters
  Score: Raw -157464.514796 + Penalty 7943.678164 = -149520.836632
  nChanged 30
		SP:Iteration 4Q (18308.260000 sec): 3 clusters
  Score: Raw -157677.306738 + Penalty 7943.678164 = -149733.628574
  nChanged 35
		SP:Iteration 5F (18308.270000 sec): 3 clusters
  Score: Raw -157856.070809 + Penalty 7943.678164 = -149912.392645
  nChanged 23
		SP:Iteration 6Q (18308.270000 sec): 3 clusters
  Score: Raw -158024.996378 + Penalty 7943.678164 = -150081.318215
  nChanged 21
		SP:Iteration 7Q (18308.280000 sec): 3 clusters
  Score: Raw -158175.014181 + Penalty 7943.678164 = -150231.336017
  nChanged 17
		SP:Iteration 8Q (18308.280000 sec): 3 clusters
  Score: Raw -158250.614935 + Penalty 7943.678164 = -150306.936772
  nChanged 7
		SP:Iteration 9Q (18308.290000 sec): 3 clusters
  Score: Raw -158288.888660 + Penalty 7943.678164 = -150345.210496
  nChanged 4
		SP:Iteration 10Q (18308.290000 sec): 3 clusters
  Score: Raw -158307.383503 + Penalty 7943.678164 = -150363.705339
  nChanged 2
		SP:Iteration 11Q (18308.290000 sec): 3 clusters
  Score: Raw -158317.901974 + Penalty 7943.678164 = -150374.223810
  nChanged 0
		SP:Iteration 12F (18308.300000 sec): 3 clusters
  Score: Raw -158317.901974 + Penalty 7943.678164 = -150374.223810
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 55 (349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18308.310000 sec): 2 clusters
  Score: Raw -90778.443628 + Penalty 3586.231552 = -87192.212076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18308.310000 sec): 3 clusters
  Score: Raw -91348.750561 + Penalty 7172.463105 = -84176.287457
  nChanged 15
		SP:Iteration 1Q (18308.310000 sec): 3 clusters
  Score: Raw -91418.859491 + Penalty 7172.463105 = -84246.396387
  nChanged 3
		SP:Iteration 2Q (18308.320000 sec): 3 clusters
  Score: Raw -91444.032947 + Penalty 7172.463105 = -84271.569843
  nChanged 1
		SP:Iteration 3Q (18308.320000 sec): 3 clusters
  Score: Raw -91457.450643 + Penalty 7172.463105 = -84284.987538
  nChanged 3
		SP:Iteration 4Q (18308.320000 sec): 3 clusters
  Score: Raw -91471.812872 + Penalty 7172.463105 = -84299.349768
  nChanged 0
		SP:Iteration 5F (18308.330000 sec): 3 clusters
  Score: Raw -91471.812872 + Penalty 7172.463105 = -84299.349768
  nChanged 0
Iteration 259Q (18343.620000 sec): 56 clusters
  Score: Raw -522500441.537932 + Penalty 488646.756571 = -522011794.781361
  nChanged 16
Iteration 260F (18641.410000 sec): 56 clusters
  Score: Raw -522500546.660929 + Penalty 488646.756571 = -522011899.904358
  nChanged 24
Iteration 261Q (18675.600000 sec): 56 clusters
  Score: Raw -522501175.496062 + Penalty 488646.756571 = -522012528.739491
  nChanged 23
Iteration 262Q (18709.730000 sec): 56 clusters
  Score: Raw -522501233.796643 + Penalty 488646.756571 = -522012587.040073
  nChanged 19
Iteration 263Q (18743.770000 sec): 56 clusters
  Score: Raw -522501247.448790 + Penalty 488646.756571 = -522012600.692219
  nChanged 28
Iteration 264Q (18777.770000 sec): 56 clusters
  Score: Raw -522501255.320490 + Penalty 488646.756571 = -522012608.563920
  nChanged 39
Iteration 265Q (18811.830000 sec): 56 clusters
  Score: Raw -522501258.128842 + Penalty 488646.756571 = -522012611.372271
  nChanged 23
Iteration 266Q (18845.920000 sec): 56 clusters
  Score: Raw -522501259.233052 + Penalty 488646.756571 = -522012612.476482
  nChanged 28
Iteration 267Q (18880.050000 sec): 56 clusters
  Score: Raw -522501260.601612 + Penalty 488646.756571 = -522012613.845042
  nChanged 24
Iteration 268Q (18914.190000 sec): 56 clusters
  Score: Raw -522501261.528201 + Penalty 488646.756571 = -522012614.771631
  nChanged 16
Iteration 269Q (18948.370000 sec): 56 clusters
  Score: Raw -522501262.169063 + Penalty 488646.756571 = -522012615.412493
  nChanged 12
Iteration 270Q (18982.540000 sec): 56 clusters
  Score: Raw -522501262.692456 + Penalty 488646.756571 = -522012615.935885
  nChanged 17
Iteration 271Q (19016.610000 sec): 56 clusters
  Score: Raw -522501263.395465 + Penalty 488646.756571 = -522012616.638895
  nChanged 11
Iteration 272Q (19050.830000 sec): 56 clusters
  Score: Raw -522501263.597730 + Penalty 488646.756571 = -522012616.841159
  nChanged 12
Iteration 273Q (19084.920000 sec): 56 clusters
  Score: Raw -522501263.902006 + Penalty 488646.756571 = -522012617.145436
  nChanged 11
Iteration 274Q (19118.990000 sec): 56 clusters
  Score: Raw -522501264.072632 + Penalty 488646.756571 = -522012617.316062
  nChanged 7
Iteration 275Q (19153.160000 sec): 56 clusters
  Score: Raw -522501264.182429 + Penalty 488646.756571 = -522012617.425858
  nChanged 7
Iteration 276Q (19187.560000 sec): 56 clusters
  Score: Raw -522501264.347626 + Penalty 488646.756571 = -522012617.591056
  nChanged 4
Iteration 277Q (19221.750000 sec): 56 clusters
  Score: Raw -522501264.380311 + Penalty 488646.756571 = -522012617.623741
  nChanged 4
Iteration 278Q (19255.960000 sec): 56 clusters
  Score: Raw -522501264.492610 + Penalty 488646.756571 = -522012617.736039
  nChanged 4
Iteration 279Q (19290.170000 sec): 56 clusters
  Score: Raw -522501264.622481 + Penalty 488646.756571 = -522012617.865911
  nChanged 4
Iteration 280F (19587.830000 sec): 56 clusters
  Score: Raw -522501456.049920 + Penalty 488646.756571 = -522012809.293349
  nChanged 4
Iteration 281Q (19622.030000 sec): 56 clusters
  Score: Raw -522501607.186466 + Penalty 488646.756571 = -522012960.429895
  nChanged 1
Iteration 282Q (19657.020000 sec): 56 clusters
  Score: Raw -522501616.161961 + Penalty 488646.756571 = -522012969.405391
  nChanged 0
Iteration 283F (19956.590000 sec): 56 clusters
  Score: Raw -522501616.161961 + Penalty 488646.756571 = -522012969.405391
  nChanged 0
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522501616.161961 + Penalty 488646.756571 = -522012969.405391
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 1 (1940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19956.870000 sec): 2 clusters
  Score: Raw -484323.022795 + Penalty 4636.896492 = -479686.126303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19956.880000 sec): 3 clusters
  Score: Raw -484244.510193 + Penalty 9273.792984 = -474970.717209
  nChanged 482
		SP:Iteration 1F (19956.890000 sec): 3 clusters
  Score: Raw -484931.513423 + Penalty 9273.792984 = -475657.720439
  nChanged 142
		SP:Iteration 2F (19956.910000 sec): 3 clusters
  Score: Raw -485189.323062 + Penalty 9273.792984 = -475915.530079
  nChanged 78
		SP:Iteration 3Q (19956.920000 sec): 3 clusters
  Score: Raw -485382.167331 + Penalty 9273.792984 = -476108.374348
  nChanged 70
		SP:Iteration 4Q (19956.940000 sec): 3 clusters
  Score: Raw -485513.642135 + Penalty 9273.792984 = -476239.849151
  nChanged 46
		SP:Iteration 5Q (19956.950000 sec): 3 clusters
  Score: Raw -485613.632274 + Penalty 9273.792984 = -476339.839290
  nChanged 31
		SP:Iteration 6Q (19956.970000 sec): 3 clusters
  Score: Raw -485715.080741 + Penalty 9273.792984 = -476441.287757
  nChanged 30
		SP:Iteration 7Q (19956.980000 sec): 3 clusters
  Score: Raw -485781.701238 + Penalty 9273.792984 = -476507.908254
  nChanged 19
		SP:Iteration 8Q (19956.990000 sec): 3 clusters
  Score: Raw -485816.514076 + Penalty 9273.792984 = -476542.721092
  nChanged 14
		SP:Iteration 9Q (19957.010000 sec): 3 clusters
  Score: Raw -485863.670325 + Penalty 9273.792984 = -476589.877341
  nChanged 18
		SP:Iteration 10Q (19957.020000 sec): 3 clusters
  Score: Raw -485904.156675 + Penalty 9273.792984 = -476630.363692
  nChanged 14
		SP:Iteration 11Q (19957.030000 sec): 3 clusters
  Score: Raw -485926.180280 + Penalty 9273.792984 = -476652.387297
  nChanged 11
		SP:Iteration 12Q (19957.050000 sec): 3 clusters
  Score: Raw -485942.873569 + Penalty 9273.792984 = -476669.080586
  nChanged 4
		SP:Iteration 13Q (19957.060000 sec): 3 clusters
  Score: Raw -485947.684059 + Penalty 9273.792984 = -476673.891075
  nChanged 5
		SP:Iteration 14Q (19957.070000 sec): 3 clusters
  Score: Raw -485958.382316 + Penalty 9273.792984 = -476684.589332
  nChanged 6
		SP:Iteration 15Q (19957.090000 sec): 3 clusters
  Score: Raw -485973.884346 + Penalty 9273.792984 = -476700.091362
  nChanged 3
		SP:Iteration 16Q (19957.100000 sec): 3 clusters
  Score: Raw -485978.859409 + Penalty 9273.792984 = -476705.066425
  nChanged 0
		SP:Iteration 17F (19957.110000 sec): 3 clusters
  Score: Raw -485978.859409 + Penalty 9273.792984 = -476705.066425
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 2 (9565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19957.180000 sec): 2 clusters
  Score: Raw -2513218.485909 + Penalty 5614.092853 = -2507604.393056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19957.250000 sec): 3 clusters
  Score: Raw -2508863.254087 + Penalty 11228.185705 = -2497635.068382
  nChanged 3493
		SP:Iteration 1F (19957.320000 sec): 3 clusters
  Score: Raw -2510863.104820 + Penalty 11228.185705 = -2499634.919114
  nChanged 745
		SP:Iteration 2F (19957.390000 sec): 3 clusters
  Score: Raw -2511397.113301 + Penalty 11228.185705 = -2500168.927596
  nChanged 520
		SP:Iteration 3F (19957.470000 sec): 3 clusters
  Score: Raw -2511769.516871 + Penalty 11228.185705 = -2500541.331166
  nChanged 418
		SP:Iteration 4Q (19957.540000 sec): 3 clusters
  Score: Raw -2512092.380479 + Penalty 11228.185705 = -2500864.194773
  nChanged 403
		SP:Iteration 5Q (19957.610000 sec): 3 clusters
  Score: Raw -2512377.764647 + Penalty 11228.185705 = -2501149.578942
  nChanged 368
		SP:Iteration 6Q (19957.680000 sec): 3 clusters
  Score: Raw -2512658.677799 + Penalty 11228.185705 = -2501430.492094
  nChanged 361
		SP:Iteration 7Q (19957.750000 sec): 3 clusters
  Score: Raw -2512934.609772 + Penalty 11228.185705 = -2501706.424067
  nChanged 334
		SP:Iteration 8Q (19957.820000 sec): 3 clusters
  Score: Raw -2513165.691100 + Penalty 11228.185705 = -2501937.505395
  nChanged 264
		SP:Iteration 9Q (19957.890000 sec): 3 clusters
  Score: Raw -2513335.910921 + Penalty 11228.185705 = -2502107.725216
  nChanged 242
		SP:Iteration 10Q (19957.960000 sec): 3 clusters
  Score: Raw -2513489.800293 + Penalty 11228.185705 = -2502261.614588
  nChanged 230
		SP:Iteration 11Q (19958.030000 sec): 3 clusters
  Score: Raw -2513626.930841 + Penalty 11228.185705 = -2502398.745135
  nChanged 188
		SP:Iteration 12Q (19958.100000 sec): 3 clusters
  Score: Raw -2513726.465611 + Penalty 11228.185705 = -2502498.279905
  nChanged 169
		SP:Iteration 13Q (19958.170000 sec): 3 clusters
  Score: Raw -2513826.261627 + Penalty 11228.185705 = -2502598.075922
  nChanged 157
		SP:Iteration 14Q (19958.240000 sec): 3 clusters
  Score: Raw -2513907.230991 + Penalty 11228.185705 = -2502679.045286
  nChanged 135
		SP:Iteration 15Q (19958.310000 sec): 3 clusters
  Score: Raw -2513978.638216 + Penalty 11228.185705 = -2502750.452511
  nChanged 114
		SP:Iteration 16Q (19958.380000 sec): 3 clusters
  Score: Raw -2514041.610043 + Penalty 11228.185705 = -2502813.424338
  nChanged 103
		SP:Iteration 17Q (19958.450000 sec): 3 clusters
  Score: Raw -2514088.690269 + Penalty 11228.185705 = -2502860.504564
  nChanged 77
		SP:Iteration 18Q (19958.520000 sec): 3 clusters
  Score: Raw -2514125.673841 + Penalty 11228.185705 = -2502897.488135
  nChanged 74
		SP:Iteration 19Q (19958.590000 sec): 3 clusters
  Score: Raw -2514157.052009 + Penalty 11228.185705 = -2502928.866304
  nChanged 72
		SP:Iteration 20F (19958.660000 sec): 3 clusters
  Score: Raw -2514186.472036 + Penalty 11228.185705 = -2502958.286330
  nChanged 49
		SP:Iteration 21Q (19958.730000 sec): 3 clusters
  Score: Raw -2514208.896561 + Penalty 11228.185705 = -2502980.710855
  nChanged 42
		SP:Iteration 22Q (19958.800000 sec): 3 clusters
  Score: Raw -2514228.327950 + Penalty 11228.185705 = -2503000.142244
  nChanged 38
		SP:Iteration 23Q (19958.870000 sec): 3 clusters
  Score: Raw -2514243.543525 + Penalty 11228.185705 = -2503015.357820
  nChanged 32
		SP:Iteration 24Q (19958.940000 sec): 3 clusters
  Score: Raw -2514255.161036 + Penalty 11228.185705 = -2503026.975330
  nChanged 31
		SP:Iteration 25Q (19959.010000 sec): 3 clusters
  Score: Raw -2514266.345465 + Penalty 11228.185705 = -2503038.159760
  nChanged 29
		SP:Iteration 26Q (19959.080000 sec): 3 clusters
  Score: Raw -2514275.832369 + Penalty 11228.185705 = -2503047.646663
  nChanged 22
		SP:Iteration 27Q (19959.150000 sec): 3 clusters
  Score: Raw -2514282.930417 + Penalty 11228.185705 = -2503054.744711
  nChanged 17
		SP:Iteration 28Q (19959.220000 sec): 3 clusters
  Score: Raw -2514288.894418 + Penalty 11228.185705 = -2503060.708713
  nChanged 13
		SP:Iteration 29Q (19959.290000 sec): 3 clusters
  Score: Raw -2514293.510036 + Penalty 11228.185705 = -2503065.324330
  nChanged 11
		SP:Iteration 30Q (19959.360000 sec): 3 clusters
  Score: Raw -2514298.415219 + Penalty 11228.185705 = -2503070.229513
  nChanged 10
		SP:Iteration 31Q (19959.430000 sec): 3 clusters
  Score: Raw -2514302.804793 + Penalty 11228.185705 = -2503074.619088
  nChanged 10
		SP:Iteration 32Q (19959.500000 sec): 3 clusters
  Score: Raw -2514307.611176 + Penalty 11228.185705 = -2503079.425471
  nChanged 10
		SP:Iteration 33Q (19959.570000 sec): 3 clusters
  Score: Raw -2514312.091272 + Penalty 11228.185705 = -2503083.905567
  nChanged 10
		SP:Iteration 34Q (19959.640000 sec): 3 clusters
  Score: Raw -2514315.904429 + Penalty 11228.185705 = -2503087.718724
  nChanged 11
		SP:Iteration 35Q (19959.710000 sec): 3 clusters
  Score: Raw -2514319.000044 + Penalty 11228.185705 = -2503090.814339
  nChanged 10
		SP:Iteration 36Q (19959.780000 sec): 3 clusters
  Score: Raw -2514322.708690 + Penalty 11228.185705 = -2503094.522985
  nChanged 19
		SP:Iteration 37Q (19959.850000 sec): 3 clusters
  Score: Raw -2514330.017346 + Penalty 11228.185705 = -2503101.831641
  nChanged 10
		SP:Iteration 38Q (19959.920000 sec): 3 clusters
  Score: Raw -2514333.148556 + Penalty 11228.185705 = -2503104.962851
  nChanged 4
		SP:Iteration 39Q (19959.990000 sec): 3 clusters
  Score: Raw -2514334.281497 + Penalty 11228.185705 = -2503106.095792
  nChanged 4
		SP:Iteration 40F (19960.060000 sec): 3 clusters
  Score: Raw -2514335.765407 + Penalty 11228.185705 = -2503107.579701
  nChanged 6
		SP:Iteration 41Q (19960.130000 sec): 3 clusters
  Score: Raw -2514337.814190 + Penalty 11228.185705 = -2503109.628485
  nChanged 6
		SP:Iteration 42Q (19960.210000 sec): 3 clusters
  Score: Raw -2514339.247933 + Penalty 11228.185705 = -2503111.062228
  nChanged 2
		SP:Iteration 43Q (19960.270000 sec): 3 clusters
  Score: Raw -2514339.937340 + Penalty 11228.185705 = -2503111.751635
  nChanged 1
		SP:Iteration 44Q (19960.350000 sec): 3 clusters
  Score: Raw -2514340.399636 + Penalty 11228.185705 = -2503112.213931
  nChanged 2
		SP:Iteration 45Q (19960.420000 sec): 3 clusters
  Score: Raw -2514341.096867 + Penalty 11228.185705 = -2503112.911162
  nChanged 5
		SP:Iteration 46Q (19960.490000 sec): 3 clusters
  Score: Raw -2514342.816112 + Penalty 11228.185705 = -2503114.630406
  nChanged 2
		SP:Iteration 47Q (19960.560000 sec): 3 clusters
  Score: Raw -2514343.415800 + Penalty 11228.185705 = -2503115.230094
  nChanged 2
		SP:Iteration 48Q (19960.630000 sec): 3 clusters
  Score: Raw -2514343.947421 + Penalty 11228.185705 = -2503115.761716
  nChanged 0
		SP:Iteration 49F (19960.700000 sec): 3 clusters
  Score: Raw -2514343.947421 + Penalty 11228.185705 = -2503115.761716
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 3 (9975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19960.770000 sec): 2 clusters
  Score: Raw -2528524.095035 + Penalty 5639.800311 = -2522884.294724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19960.840000 sec): 3 clusters
  Score: Raw -2523995.471191 + Penalty 11279.600621 = -2512715.870570
  nChanged 3746
		SP:Iteration 1F (19960.910000 sec): 3 clusters
  Score: Raw -2526475.170241 + Penalty 11279.600621 = -2515195.569620
  nChanged 891
		SP:Iteration 2F (19960.990000 sec): 3 clusters
  Score: Raw -2527308.569749 + Penalty 11279.600621 = -2516028.969128
  nChanged 654
		SP:Iteration 3F (19961.070000 sec): 3 clusters
  Score: Raw -2527944.705683 + Penalty 11279.600621 = -2516665.105062
  nChanged 596
		SP:Iteration 4F (19961.140000 sec): 3 clusters
  Score: Raw -2528577.608279 + Penalty 11279.600621 = -2517298.007658
  nChanged 587
		SP:Iteration 5F (19961.210000 sec): 3 clusters
  Score: Raw -2529144.786823 + Penalty 11279.600621 = -2517865.186202
  nChanged 527
		SP:Iteration 6F (19961.290000 sec): 3 clusters
  Score: Raw -2529626.675187 + Penalty 11279.600621 = -2518347.074566
  nChanged 454
		SP:Iteration 7Q (19961.360000 sec): 3 clusters
  Score: Raw -2530042.821986 + Penalty 11279.600621 = -2518763.221364
  nChanged 429
		SP:Iteration 8Q (19961.430000 sec): 3 clusters
  Score: Raw -2530441.119422 + Penalty 11279.600621 = -2519161.518801
  nChanged 394
		SP:Iteration 9Q (19961.510000 sec): 3 clusters
  Score: Raw -2530770.623016 + Penalty 11279.600621 = -2519491.022395
  nChanged 302
		SP:Iteration 10Q (19961.580000 sec): 3 clusters
  Score: Raw -2530997.140367 + Penalty 11279.600621 = -2519717.539746
  nChanged 240
		SP:Iteration 11Q (19961.650000 sec): 3 clusters
  Score: Raw -2531161.400915 + Penalty 11279.600621 = -2519881.800294
  nChanged 155
		SP:Iteration 12Q (19961.720000 sec): 3 clusters
  Score: Raw -2531263.823223 + Penalty 11279.600621 = -2519984.222601
  nChanged 132
		SP:Iteration 13Q (19961.790000 sec): 3 clusters
  Score: Raw -2531370.779847 + Penalty 11279.600621 = -2520091.179225
  nChanged 116
		SP:Iteration 14Q (19961.860000 sec): 3 clusters
  Score: Raw -2531462.627974 + Penalty 11279.600621 = -2520183.027352
  nChanged 99
		SP:Iteration 15Q (19961.930000 sec): 3 clusters
  Score: Raw -2531540.298988 + Penalty 11279.600621 = -2520260.698366
  nChanged 79
		SP:Iteration 16Q (19962.010000 sec): 3 clusters
  Score: Raw -2531604.049608 + Penalty 11279.600621 = -2520324.448987
  nChanged 65
		SP:Iteration 17Q (19962.070000 sec): 3 clusters
  Score: Raw -2531646.134969 + Penalty 11279.600621 = -2520366.534348
  nChanged 53
		SP:Iteration 18Q (19962.140000 sec): 3 clusters
  Score: Raw -2531678.588830 + Penalty 11279.600621 = -2520398.988209
  nChanged 45
		SP:Iteration 19Q (19962.210000 sec): 3 clusters
  Score: Raw -2531708.691969 + Penalty 11279.600621 = -2520429.091348
  nChanged 49
		SP:Iteration 20F (19962.290000 sec): 3 clusters
  Score: Raw -2531738.774843 + Penalty 11279.600621 = -2520459.174222
  nChanged 37
		SP:Iteration 21Q (19962.350000 sec): 3 clusters
  Score: Raw -2531761.554453 + Penalty 11279.600621 = -2520481.953832
  nChanged 28
		SP:Iteration 22Q (19962.430000 sec): 3 clusters
  Score: Raw -2531778.745338 + Penalty 11279.600621 = -2520499.144717
  nChanged 26
		SP:Iteration 23Q (19962.490000 sec): 3 clusters
  Score: Raw -2531791.039348 + Penalty 11279.600621 = -2520511.438727
  nChanged 16
		SP:Iteration 24Q (19962.560000 sec): 3 clusters
  Score: Raw -2531804.418684 + Penalty 11279.600621 = -2520524.818063
  nChanged 20
		SP:Iteration 25Q (19962.630000 sec): 3 clusters
  Score: Raw -2531813.476698 + Penalty 11279.600621 = -2520533.876077
  nChanged 10
		SP:Iteration 26Q (19962.700000 sec): 3 clusters
  Score: Raw -2531817.952612 + Penalty 11279.600621 = -2520538.351990
  nChanged 7
		SP:Iteration 27Q (19962.770000 sec): 3 clusters
  Score: Raw -2531820.714588 + Penalty 11279.600621 = -2520541.113967
  nChanged 6
		SP:Iteration 28Q (19962.830000 sec): 3 clusters
  Score: Raw -2531822.982171 + Penalty 11279.600621 = -2520543.381550
  nChanged 0
		SP:Iteration 29F (19962.910000 sec): 3 clusters
  Score: Raw -2531822.982171 + Penalty 11279.600621 = -2520543.381550
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 4 (87258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19963.480000 sec): 2 clusters
  Score: Raw -23181616.783767 + Penalty 6968.182522 = -23174648.601245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19964.150000 sec): 3 clusters
  Score: Raw -23128459.266323 + Penalty 13936.365045 = -23114522.901278
  nChanged 39774
		SP:Iteration 1F (19964.820000 sec): 3 clusters
  Score: Raw -23150160.469639 + Penalty 13936.365045 = -23136224.104595
  nChanged 3692
		SP:Iteration 2Q (19965.480000 sec): 3 clusters
  Score: Raw -23151150.169558 + Penalty 13936.365045 = -23137213.804513
  nChanged 3192
		SP:Iteration 3Q (19966.150000 sec): 3 clusters
  Score: Raw -23151971.617628 + Penalty 13936.365045 = -23138035.252583
  nChanged 2935
		SP:Iteration 4Q (19966.820000 sec): 3 clusters
  Score: Raw -23152735.547261 + Penalty 13936.365045 = -23138799.182216
  nChanged 2818
		SP:Iteration 5Q (19967.490000 sec): 3 clusters
  Score: Raw -23153525.143071 + Penalty 13936.365045 = -23139588.778026
  nChanged 2918
		SP:Iteration 6Q (19968.160000 sec): 3 clusters
  Score: Raw -23154421.928519 + Penalty 13936.365045 = -23140485.563474
  nChanged 3150
		SP:Iteration 7Q (19968.830000 sec): 3 clusters
  Score: Raw -23155532.120240 + Penalty 13936.365045 = -23141595.755195
  nChanged 3545
		SP:Iteration 8Q (19969.500000 sec): 3 clusters
  Score: Raw -23156982.413858 + Penalty 13936.365045 = -23143046.048813
  nChanged 4013
		SP:Iteration 9Q (19970.170000 sec): 3 clusters
  Score: Raw -23158959.818805 + Penalty 13936.365045 = -23145023.453760
  nChanged 4612
		SP:Iteration 10F (19970.830000 sec): 3 clusters
  Score: Raw -23161548.678423 + Penalty 13936.365045 = -23147612.313379
  nChanged 4938
		SP:Iteration 11F (19971.490000 sec): 3 clusters
  Score: Raw -23164701.085236 + Penalty 13936.365045 = -23150764.720192
  nChanged 5144
		SP:Iteration 12F (19972.160000 sec): 3 clusters
  Score: Raw -23168411.677866 + Penalty 13936.365045 = -23154475.312821
  nChanged 5026
		SP:Iteration 13F (19972.820000 sec): 3 clusters
  Score: Raw -23172407.717916 + Penalty 13936.365045 = -23158471.352871
  nChanged 4295
		SP:Iteration 14Q (19973.480000 sec): 3 clusters
  Score: Raw -23175971.177908 + Penalty 13936.365045 = -23162034.812863
  nChanged 3225
		SP:Iteration 15Q (19974.130000 sec): 3 clusters
  Score: Raw -23178776.623716 + Penalty 13936.365045 = -23164840.258671
  nChanged 2046
		SP:Iteration 16Q (19974.750000 sec): 3 clusters
  Score: Raw -23180657.527924 + Penalty 13936.365045 = -23166721.162879
  nChanged 1187
		SP:Iteration 17Q (19975.330000 sec): 3 clusters
  Score: Raw -23181793.840878 + Penalty 13936.365045 = -23167857.475833
  nChanged 709
		SP:Iteration 18Q (19975.860000 sec): 3 clusters
  Score: Raw -23182442.226094 + Penalty 13936.365045 = -23168505.861049
  nChanged 488
		SP:Iteration 19Q (19976.370000 sec): 3 clusters
  Score: Raw -23182883.040593 + Penalty 13936.365045 = -23168946.675548
  nChanged 360
		SP:Iteration 20F (19977.030000 sec): 3 clusters
  Score: Raw -23183153.055048 + Penalty 13936.365045 = -23169216.690003
  nChanged 227
		SP:Iteration 21Q (19977.510000 sec): 3 clusters
  Score: Raw -23183300.323832 + Penalty 13936.365045 = -23169363.958787
  nChanged 149
		SP:Iteration 22Q (19977.990000 sec): 3 clusters
  Score: Raw -23183391.306152 + Penalty 13936.365045 = -23169454.941107
  nChanged 118
		SP:Iteration 23Q (19978.450000 sec): 3 clusters
  Score: Raw -23183460.658406 + Penalty 13936.365045 = -23169524.293361
  nChanged 101
		SP:Iteration 24Q (19978.920000 sec): 3 clusters
  Score: Raw -23183520.484728 + Penalty 13936.365045 = -23169584.119683
  nChanged 84
		SP:Iteration 25Q (19979.390000 sec): 3 clusters
  Score: Raw -23183561.740002 + Penalty 13936.365045 = -23169625.374957
  nChanged 51
		SP:Iteration 26Q (19979.850000 sec): 3 clusters
  Score: Raw -23183586.100594 + Penalty 13936.365045 = -23169649.735549
  nChanged 34
		SP:Iteration 27Q (19980.310000 sec): 3 clusters
  Score: Raw -23183599.782981 + Penalty 13936.365045 = -23169663.417936
  nChanged 18
		SP:Iteration 28Q (19980.770000 sec): 3 clusters
  Score: Raw -23183606.538457 + Penalty 13936.365045 = -23169670.173412
  nChanged 17
		SP:Iteration 29Q (19981.230000 sec): 3 clusters
  Score: Raw -23183613.634310 + Penalty 13936.365045 = -23169677.269265
  nChanged 17
		SP:Iteration 30Q (19981.700000 sec): 3 clusters
  Score: Raw -23183621.626973 + Penalty 13936.365045 = -23169685.261929
  nChanged 17
		SP:Iteration 31Q (19982.160000 sec): 3 clusters
  Score: Raw -23183627.672413 + Penalty 13936.365045 = -23169691.307368
  nChanged 14
		SP:Iteration 32Q (19982.620000 sec): 3 clusters
  Score: Raw -23183635.891082 + Penalty 13936.365045 = -23169699.526037
  nChanged 20
		SP:Iteration 33Q (19983.090000 sec): 3 clusters
  Score: Raw -23183646.747452 + Penalty 13936.365045 = -23169710.382407
  nChanged 26
		SP:Iteration 34Q (19983.550000 sec): 3 clusters
  Score: Raw -23183662.078564 + Penalty 13936.365045 = -23169725.713519
  nChanged 34
		SP:Iteration 35Q (19984.010000 sec): 3 clusters
  Score: Raw -23183680.275613 + Penalty 13936.365045 = -23169743.910568
  nChanged 29
		SP:Iteration 36Q (19984.470000 sec): 3 clusters
  Score: Raw -23183691.683395 + Penalty 13936.365045 = -23169755.318350
  nChanged 19
		SP:Iteration 37Q (19984.930000 sec): 3 clusters
  Score: Raw -23183699.412829 + Penalty 13936.365045 = -23169763.047784
  nChanged 18
		SP:Iteration 38Q (19985.400000 sec): 3 clusters
  Score: Raw -23183709.093161 + Penalty 13936.365045 = -23169772.728116
  nChanged 17
		SP:Iteration 39Q (19985.860000 sec): 3 clusters
  Score: Raw -23183717.451563 + Penalty 13936.365045 = -23169781.086518
  nChanged 20
		SP:Iteration 40F (19986.520000 sec): 3 clusters
  Score: Raw -23183726.312558 + Penalty 13936.365045 = -23169789.947514
  nChanged 16
		SP:Iteration 41Q (19986.980000 sec): 3 clusters
  Score: Raw -23183733.437403 + Penalty 13936.365045 = -23169797.072358
  nChanged 14
		SP:Iteration 42Q (19987.440000 sec): 3 clusters
  Score: Raw -23183740.140108 + Penalty 13936.365045 = -23169803.775063
  nChanged 3
		SP:Iteration 43Q (19987.900000 sec): 3 clusters
  Score: Raw -23183741.270381 + Penalty 13936.365045 = -23169804.905336
  nChanged 5
		SP:Iteration 44Q (19988.350000 sec): 3 clusters
  Score: Raw -23183743.599195 + Penalty 13936.365045 = -23169807.234150
  nChanged 6
		SP:Iteration 45Q (19988.810000 sec): 3 clusters
  Score: Raw -23183747.727054 + Penalty 13936.365045 = -23169811.362009
  nChanged 9
		SP:Iteration 46Q (19989.270000 sec): 3 clusters
  Score: Raw -23183754.319523 + Penalty 13936.365045 = -23169817.954478
  nChanged 21
		SP:Iteration 47Q (19989.730000 sec): 3 clusters
  Score: Raw -23183764.888674 + Penalty 13936.365045 = -23169828.523629
  nChanged 16
		SP:Iteration 48Q (19990.190000 sec): 3 clusters
  Score: Raw -23183773.700147 + Penalty 13936.365045 = -23169837.335102
  nChanged 17
		SP:Iteration 49Q (19990.650000 sec): 3 clusters
  Score: Raw -23183781.459878 + Penalty 13936.365045 = -23169845.094834
  nChanged 17
		SP:Iteration 50Q (19991.110000 sec): 3 clusters
  Score: Raw -23183788.459259 + Penalty 13936.365045 = -23169852.094214
  nChanged 10
		SP:Iteration 51Q (19991.570000 sec): 3 clusters
  Score: Raw -23183792.403903 + Penalty 13936.365045 = -23169856.038858
  nChanged 6
		SP:Iteration 52Q (19992.030000 sec): 3 clusters
  Score: Raw -23183794.938768 + Penalty 13936.365045 = -23169858.573723
  nChanged 7
		SP:Iteration 53Q (19992.490000 sec): 3 clusters
  Score: Raw -23183797.902957 + Penalty 13936.365045 = -23169861.537912
  nChanged 7
		SP:Iteration 54Q (19992.950000 sec): 3 clusters
  Score: Raw -23183801.443315 + Penalty 13936.365045 = -23169865.078270
  nChanged 8
		SP:Iteration 55Q (19993.410000 sec): 3 clusters
  Score: Raw -23183804.840763 + Penalty 13936.365045 = -23169868.475718
  nChanged 12
		SP:Iteration 56Q (19993.860000 sec): 3 clusters
  Score: Raw -23183810.035323 + Penalty 13936.365045 = -23169873.670278
  nChanged 12
		SP:Iteration 57Q (19994.320000 sec): 3 clusters
  Score: Raw -23183816.062882 + Penalty 13936.365045 = -23169879.697837
  nChanged 12
		SP:Iteration 58Q (19994.780000 sec): 3 clusters
  Score: Raw -23183821.851836 + Penalty 13936.365045 = -23169885.486792
  nChanged 13
		SP:Iteration 59Q (19995.240000 sec): 3 clusters
  Score: Raw -23183828.083267 + Penalty 13936.365045 = -23169891.718222
  nChanged 13
		SP:Iteration 60F (19995.890000 sec): 3 clusters
  Score: Raw -23183833.602307 + Penalty 13936.365045 = -23169897.237262
  nChanged 15
		SP:Iteration 61Q (19996.350000 sec): 3 clusters
  Score: Raw -23183840.974666 + Penalty 13936.365045 = -23169904.609622
  nChanged 15
		SP:Iteration 62Q (19996.810000 sec): 3 clusters
  Score: Raw -23183846.699925 + Penalty 13936.365045 = -23169910.334880
  nChanged 6
		SP:Iteration 63Q (19997.270000 sec): 3 clusters
  Score: Raw -23183848.763617 + Penalty 13936.365045 = -23169912.398572
  nChanged 3
		SP:Iteration 64Q (19997.730000 sec): 3 clusters
  Score: Raw -23183850.020680 + Penalty 13936.365045 = -23169913.655635
  nChanged 1
		SP:Iteration 65Q (19998.180000 sec): 3 clusters
  Score: Raw -23183850.227463 + Penalty 13936.365045 = -23169913.862418
  nChanged 1
		SP:Iteration 66Q (19998.640000 sec): 3 clusters
  Score: Raw -23183850.619510 + Penalty 13936.365045 = -23169914.254466
  nChanged 1
		SP:Iteration 67Q (19999.090000 sec): 3 clusters
  Score: Raw -23183851.289591 + Penalty 13936.365045 = -23169914.924546
  nChanged 5
		SP:Iteration 68Q (19999.550000 sec): 3 clusters
  Score: Raw -23183854.080836 + Penalty 13936.365045 = -23169917.715791
  nChanged 7
		SP:Iteration 69Q (20000.020000 sec): 3 clusters
  Score: Raw -23183857.324761 + Penalty 13936.365045 = -23169920.959716
  nChanged 4
		SP:Iteration 70Q (20000.480000 sec): 3 clusters
  Score: Raw -23183859.071632 + Penalty 13936.365045 = -23169922.706588
  nChanged 3
		SP:Iteration 71Q (20000.930000 sec): 3 clusters
  Score: Raw -23183860.526071 + Penalty 13936.365045 = -23169924.161026
  nChanged 4
		SP:Iteration 72Q (20001.390000 sec): 3 clusters
  Score: Raw -23183861.762650 + Penalty 13936.365045 = -23169925.397605
  nChanged 1
		SP:Iteration 73Q (20001.840000 sec): 3 clusters
  Score: Raw -23183862.445500 + Penalty 13936.365045 = -23169926.080455
  nChanged 5
		SP:Iteration 74Q (20002.300000 sec): 3 clusters
  Score: Raw -23183864.427466 + Penalty 13936.365045 = -23169928.062421
  nChanged 4
		SP:Iteration 75Q (20002.760000 sec): 3 clusters
  Score: Raw -23183865.370372 + Penalty 13936.365045 = -23169929.005327
  nChanged 1
		SP:Iteration 76Q (20003.210000 sec): 3 clusters
  Score: Raw -23183865.909180 + Penalty 13936.365045 = -23169929.544135
  nChanged 2
		SP:Iteration 77Q (20003.660000 sec): 3 clusters
  Score: Raw -23183866.631249 + Penalty 13936.365045 = -23169930.266204
  nChanged 2
		SP:Iteration 78Q (20004.120000 sec): 3 clusters
  Score: Raw -23183867.483523 + Penalty 13936.365045 = -23169931.118478
  nChanged 0
		SP:Iteration 79F (20004.780000 sec): 3 clusters
  Score: Raw -23183867.483523 + Penalty 13936.365045 = -23169931.118478
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 5 (10892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20004.900000 sec): 2 clusters
  Score: Raw -2846903.655026 + Penalty 5693.667610 = -2841209.987416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20004.980000 sec): 3 clusters
  Score: Raw -2841832.577800 + Penalty 11387.335221 = -2830445.242580
  nChanged 4023
		SP:Iteration 1F (20005.060000 sec): 3 clusters
  Score: Raw -2844156.917140 + Penalty 11387.335221 = -2832769.581919
  nChanged 785
		SP:Iteration 2F (20005.140000 sec): 3 clusters
  Score: Raw -2844625.799480 + Penalty 11387.335221 = -2833238.464259
  nChanged 528
		SP:Iteration 3Q (20005.220000 sec): 3 clusters
  Score: Raw -2844927.804655 + Penalty 11387.335221 = -2833540.469434
  nChanged 397
		SP:Iteration 4Q (20005.300000 sec): 3 clusters
  Score: Raw -2845145.524833 + Penalty 11387.335221 = -2833758.189612
  nChanged 332
		SP:Iteration 5Q (20005.380000 sec): 3 clusters
  Score: Raw -2845330.225006 + Penalty 11387.335221 = -2833942.889785
  nChanged 285
		SP:Iteration 6Q (20005.470000 sec): 3 clusters
  Score: Raw -2845470.329640 + Penalty 11387.335221 = -2834082.994419
  nChanged 247
		SP:Iteration 7Q (20005.550000 sec): 3 clusters
  Score: Raw -2845586.523897 + Penalty 11387.335221 = -2834199.188676
  nChanged 225
		SP:Iteration 8Q (20005.630000 sec): 3 clusters
  Score: Raw -2845693.624945 + Penalty 11387.335221 = -2834306.289724
  nChanged 216
		SP:Iteration 9Q (20005.710000 sec): 3 clusters
  Score: Raw -2845789.403740 + Penalty 11387.335221 = -2834402.068519
  nChanged 206
		SP:Iteration 10Q (20005.790000 sec): 3 clusters
  Score: Raw -2845886.157115 + Penalty 11387.335221 = -2834498.821894
  nChanged 204
		SP:Iteration 11Q (20005.870000 sec): 3 clusters
  Score: Raw -2845997.847389 + Penalty 11387.335221 = -2834610.512168
  nChanged 230
		SP:Iteration 12Q (20005.950000 sec): 3 clusters
  Score: Raw -2846118.018082 + Penalty 11387.335221 = -2834730.682861
  nChanged 229
		SP:Iteration 13Q (20006.040000 sec): 3 clusters
  Score: Raw -2846235.735147 + Penalty 11387.335221 = -2834848.399926
  nChanged 217
		SP:Iteration 14Q (20006.120000 sec): 3 clusters
  Score: Raw -2846365.885954 + Penalty 11387.335221 = -2834978.550733
  nChanged 249
		SP:Iteration 15Q (20006.200000 sec): 3 clusters
  Score: Raw -2846515.287311 + Penalty 11387.335221 = -2835127.952090
  nChanged 262
		SP:Iteration 16Q (20006.280000 sec): 3 clusters
  Score: Raw -2846672.547892 + Penalty 11387.335221 = -2835285.212671
  nChanged 220
		SP:Iteration 17Q (20006.360000 sec): 3 clusters
  Score: Raw -2846808.345824 + Penalty 11387.335221 = -2835421.010603
  nChanged 226
		SP:Iteration 18Q (20006.440000 sec): 3 clusters
  Score: Raw -2846940.560854 + Penalty 11387.335221 = -2835553.225633
  nChanged 199
		SP:Iteration 19Q (20006.520000 sec): 3 clusters
  Score: Raw -2847046.750386 + Penalty 11387.335221 = -2835659.415165
  nChanged 166
		SP:Iteration 20F (20006.600000 sec): 3 clusters
  Score: Raw -2847142.746168 + Penalty 11387.335221 = -2835755.410947
  nChanged 165
		SP:Iteration 21Q (20006.680000 sec): 3 clusters
  Score: Raw -2847246.291275 + Penalty 11387.335221 = -2835858.956054
  nChanged 172
		SP:Iteration 22Q (20006.760000 sec): 3 clusters
  Score: Raw -2847345.413227 + Penalty 11387.335221 = -2835958.078006
  nChanged 157
		SP:Iteration 23Q (20006.840000 sec): 3 clusters
  Score: Raw -2847440.158058 + Penalty 11387.335221 = -2836052.822837
  nChanged 139
		SP:Iteration 24Q (20006.920000 sec): 3 clusters
  Score: Raw -2847522.269583 + Penalty 11387.335221 = -2836134.934362
  nChanged 137
		SP:Iteration 25Q (20007.000000 sec): 3 clusters
  Score: Raw -2847614.137050 + Penalty 11387.335221 = -2836226.801829
  nChanged 134
		SP:Iteration 26Q (20007.080000 sec): 3 clusters
  Score: Raw -2847702.126545 + Penalty 11387.335221 = -2836314.791324
  nChanged 122
		SP:Iteration 27Q (20007.160000 sec): 3 clusters
  Score: Raw -2847781.152396 + Penalty 11387.335221 = -2836393.817175
  nChanged 111
		SP:Iteration 28Q (20007.240000 sec): 3 clusters
  Score: Raw -2847845.926097 + Penalty 11387.335221 = -2836458.590876
  nChanged 98
		SP:Iteration 29Q (20007.310000 sec): 3 clusters
  Score: Raw -2847901.203499 + Penalty 11387.335221 = -2836513.868278
  nChanged 110
		SP:Iteration 30Q (20007.390000 sec): 3 clusters
  Score: Raw -2847970.084962 + Penalty 11387.335221 = -2836582.749742
  nChanged 107
		SP:Iteration 31Q (20007.470000 sec): 3 clusters
  Score: Raw -2848024.449351 + Penalty 11387.335221 = -2836637.114131
  nChanged 79
		SP:Iteration 32Q (20007.540000 sec): 3 clusters
  Score: Raw -2848066.036507 + Penalty 11387.335221 = -2836678.701286
  nChanged 70
		SP:Iteration 33Q (20007.620000 sec): 3 clusters
  Score: Raw -2848106.933509 + Penalty 11387.335221 = -2836719.598288
  nChanged 94
		SP:Iteration 34Q (20007.700000 sec): 3 clusters
  Score: Raw -2848161.587293 + Penalty 11387.335221 = -2836774.252072
  nChanged 80
		SP:Iteration 35Q (20007.770000 sec): 3 clusters
  Score: Raw -2848204.510092 + Penalty 11387.335221 = -2836817.174871
  nChanged 78
		SP:Iteration 36Q (20007.850000 sec): 3 clusters
  Score: Raw -2848250.167270 + Penalty 11387.335221 = -2836862.832049
  nChanged 79
		SP:Iteration 37Q (20007.920000 sec): 3 clusters
  Score: Raw -2848295.693585 + Penalty 11387.335221 = -2836908.358364
  nChanged 78
		SP:Iteration 38Q (20008.000000 sec): 3 clusters
  Score: Raw -2848342.162794 + Penalty 11387.335221 = -2836954.827573
  nChanged 74
		SP:Iteration 39Q (20008.070000 sec): 3 clusters
  Score: Raw -2848379.744558 + Penalty 11387.335221 = -2836992.409337
  nChanged 66
		SP:Iteration 40F (20008.150000 sec): 3 clusters
  Score: Raw -2848412.730179 + Penalty 11387.335221 = -2837025.394958
  nChanged 71
		SP:Iteration 41Q (20008.220000 sec): 3 clusters
  Score: Raw -2848446.832809 + Penalty 11387.335221 = -2837059.497588
  nChanged 62
		SP:Iteration 42Q (20008.300000 sec): 3 clusters
  Score: Raw -2848476.923850 + Penalty 11387.335221 = -2837089.588629
  nChanged 52
		SP:Iteration 43Q (20008.370000 sec): 3 clusters
  Score: Raw -2848503.265573 + Penalty 11387.335221 = -2837115.930352
  nChanged 68
		SP:Iteration 44Q (20008.440000 sec): 3 clusters
  Score: Raw -2848538.609345 + Penalty 11387.335221 = -2837151.274124
  nChanged 64
		SP:Iteration 45Q (20008.510000 sec): 3 clusters
  Score: Raw -2848575.105988 + Penalty 11387.335221 = -2837187.770767
  nChanged 60
		SP:Iteration 46Q (20008.580000 sec): 3 clusters
  Score: Raw -2848606.364459 + Penalty 11387.335221 = -2837219.029238
  nChanged 51
		SP:Iteration 47Q (20008.660000 sec): 3 clusters
  Score: Raw -2848631.885233 + Penalty 11387.335221 = -2837244.550012
  nChanged 61
		SP:Iteration 48Q (20008.720000 sec): 3 clusters
  Score: Raw -2848662.225849 + Penalty 11387.335221 = -2837274.890628
  nChanged 58
		SP:Iteration 49Q (20008.790000 sec): 3 clusters
  Score: Raw -2848690.089050 + Penalty 11387.335221 = -2837302.753829
  nChanged 58
		SP:Iteration 50Q (20008.860000 sec): 3 clusters
  Score: Raw -2848721.157138 + Penalty 11387.335221 = -2837333.821917
  nChanged 79
		SP:Iteration 51Q (20008.930000 sec): 3 clusters
  Score: Raw -2848766.175782 + Penalty 11387.335221 = -2837378.840561
  nChanged 73
		SP:Iteration 52Q (20009.000000 sec): 3 clusters
  Score: Raw -2848813.523009 + Penalty 11387.335221 = -2837426.187788
  nChanged 77
		SP:Iteration 53Q (20009.070000 sec): 3 clusters
  Score: Raw -2848862.815386 + Penalty 11387.335221 = -2837475.480166
  nChanged 89
		SP:Iteration 54Q (20009.140000 sec): 3 clusters
  Score: Raw -2848917.586053 + Penalty 11387.335221 = -2837530.250832
  nChanged 93
		SP:Iteration 55Q (20009.210000 sec): 3 clusters
  Score: Raw -2848972.301707 + Penalty 11387.335221 = -2837584.966486
  nChanged 85
		SP:Iteration 56Q (20009.280000 sec): 3 clusters
  Score: Raw -2849023.272567 + Penalty 11387.335221 = -2837635.937346
  nChanged 89
		SP:Iteration 57Q (20009.350000 sec): 3 clusters
  Score: Raw -2849075.029268 + Penalty 11387.335221 = -2837687.694047
  nChanged 84
		SP:Iteration 58Q (20009.420000 sec): 3 clusters
  Score: Raw -2849124.845339 + Penalty 11387.335221 = -2837737.510118
  nChanged 70
		SP:Iteration 59Q (20009.490000 sec): 3 clusters
  Score: Raw -2849157.272166 + Penalty 11387.335221 = -2837769.936945
  nChanged 50
		SP:Iteration 60F (20009.570000 sec): 3 clusters
  Score: Raw -2849181.726068 + Penalty 11387.335221 = -2837794.390847
  nChanged 49
		SP:Iteration 61Q (20009.640000 sec): 3 clusters
  Score: Raw -2849209.893242 + Penalty 11387.335221 = -2837822.558022
  nChanged 53
		SP:Iteration 62Q (20009.700000 sec): 3 clusters
  Score: Raw -2849236.185177 + Penalty 11387.335221 = -2837848.849956
  nChanged 41
		SP:Iteration 63Q (20009.770000 sec): 3 clusters
  Score: Raw -2849255.436793 + Penalty 11387.335221 = -2837868.101572
  nChanged 39
		SP:Iteration 64Q (20009.840000 sec): 3 clusters
  Score: Raw -2849274.784667 + Penalty 11387.335221 = -2837887.449446
  nChanged 42
		SP:Iteration 65Q (20009.900000 sec): 3 clusters
  Score: Raw -2849296.937388 + Penalty 11387.335221 = -2837909.602167
  nChanged 45
		SP:Iteration 66Q (20009.970000 sec): 3 clusters
  Score: Raw -2849318.485172 + Penalty 11387.335221 = -2837931.149951
  nChanged 39
		SP:Iteration 67Q (20010.040000 sec): 3 clusters
  Score: Raw -2849336.958856 + Penalty 11387.335221 = -2837949.623636
  nChanged 34
		SP:Iteration 68Q (20010.110000 sec): 3 clusters
  Score: Raw -2849351.879950 + Penalty 11387.335221 = -2837964.544729
  nChanged 29
		SP:Iteration 69Q (20010.180000 sec): 3 clusters
  Score: Raw -2849362.988019 + Penalty 11387.335221 = -2837975.652798
  nChanged 16
		SP:Iteration 70Q (20010.240000 sec): 3 clusters
  Score: Raw -2849369.180135 + Penalty 11387.335221 = -2837981.844914
  nChanged 18
		SP:Iteration 71Q (20010.310000 sec): 3 clusters
  Score: Raw -2849375.212204 + Penalty 11387.335221 = -2837987.876984
  nChanged 12
		SP:Iteration 72Q (20010.380000 sec): 3 clusters
  Score: Raw -2849379.185444 + Penalty 11387.335221 = -2837991.850223
  nChanged 20
		SP:Iteration 73Q (20010.440000 sec): 3 clusters
  Score: Raw -2849386.826697 + Penalty 11387.335221 = -2837999.491476
  nChanged 15
		SP:Iteration 74Q (20010.510000 sec): 3 clusters
  Score: Raw -2849391.828624 + Penalty 11387.335221 = -2838004.493403
  nChanged 10
		SP:Iteration 75Q (20010.570000 sec): 3 clusters
  Score: Raw -2849394.747146 + Penalty 11387.335221 = -2838007.411925
  nChanged 13
		SP:Iteration 76Q (20010.640000 sec): 3 clusters
  Score: Raw -2849397.695740 + Penalty 11387.335221 = -2838010.360519
  nChanged 10
		SP:Iteration 77Q (20010.710000 sec): 3 clusters
  Score: Raw -2849401.177116 + Penalty 11387.335221 = -2838013.841895
  nChanged 12
		SP:Iteration 78Q (20010.770000 sec): 3 clusters
  Score: Raw -2849405.134200 + Penalty 11387.335221 = -2838017.798979
  nChanged 16
		SP:Iteration 79Q (20010.840000 sec): 3 clusters
  Score: Raw -2849409.756284 + Penalty 11387.335221 = -2838022.421063
  nChanged 12
		SP:Iteration 80F (20010.920000 sec): 3 clusters
  Score: Raw -2849413.244668 + Penalty 11387.335221 = -2838025.909447
  nChanged 12
		SP:Iteration 81Q (20010.990000 sec): 3 clusters
  Score: Raw -2849416.972442 + Penalty 11387.335221 = -2838029.637221
  nChanged 7
		SP:Iteration 82Q (20011.060000 sec): 3 clusters
  Score: Raw -2849419.002207 + Penalty 11387.335221 = -2838031.666986
  nChanged 5
		SP:Iteration 83Q (20011.120000 sec): 3 clusters
  Score: Raw -2849420.870591 + Penalty 11387.335221 = -2838033.535370
  nChanged 2
		SP:Iteration 84Q (20011.190000 sec): 3 clusters
  Score: Raw -2849421.327290 + Penalty 11387.335221 = -2838033.992069
  nChanged 2
		SP:Iteration 85Q (20011.260000 sec): 3 clusters
  Score: Raw -2849421.670508 + Penalty 11387.335221 = -2838034.335287
  nChanged 0
		SP:Iteration 86F (20011.340000 sec): 3 clusters
  Score: Raw -2849421.670508 + Penalty 11387.335221 = -2838034.335287
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 6 (35382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20011.570000 sec): 2 clusters
  Score: Raw -9439032.552734 + Penalty 6415.299578 = -9432617.253156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20011.840000 sec): 3 clusters
  Score: Raw -9419187.776585 + Penalty 12830.599157 = -9406357.177428
  nChanged 15151
		SP:Iteration 1F (20012.100000 sec): 3 clusters
  Score: Raw -9427090.863028 + Penalty 12830.599157 = -9414260.263872
  nChanged 2001
		SP:Iteration 2F (20012.370000 sec): 3 clusters
  Score: Raw -9427861.898333 + Penalty 12830.599157 = -9415031.299176
  nChanged 1616
		SP:Iteration 3Q (20012.640000 sec): 3 clusters
  Score: Raw -9428398.018792 + Penalty 12830.599157 = -9415567.419636
  nChanged 1238
		SP:Iteration 4Q (20012.900000 sec): 3 clusters
  Score: Raw -9428760.062239 + Penalty 12830.599157 = -9415929.463083
  nChanged 1013
		SP:Iteration 5Q (20013.170000 sec): 3 clusters
  Score: Raw -9429045.861630 + Penalty 12830.599157 = -9416215.262474
  nChanged 901
		SP:Iteration 6Q (20013.440000 sec): 3 clusters
  Score: Raw -9429299.238590 + Penalty 12830.599157 = -9416468.639433
  nChanged 803
		SP:Iteration 7Q (20013.710000 sec): 3 clusters
  Score: Raw -9429515.910450 + Penalty 12830.599157 = -9416685.311293
  nChanged 739
		SP:Iteration 8Q (20013.980000 sec): 3 clusters
  Score: Raw -9429696.799338 + Penalty 12830.599157 = -9416866.200181
  nChanged 682
		SP:Iteration 9Q (20014.250000 sec): 3 clusters
  Score: Raw -9429855.588904 + Penalty 12830.599157 = -9417024.989747
  nChanged 603
		SP:Iteration 10Q (20014.510000 sec): 3 clusters
  Score: Raw -9429988.199585 + Penalty 12830.599157 = -9417157.600429
  nChanged 527
		SP:Iteration 11Q (20014.780000 sec): 3 clusters
  Score: Raw -9430095.234666 + Penalty 12830.599157 = -9417264.635509
  nChanged 476
		SP:Iteration 12Q (20015.050000 sec): 3 clusters
  Score: Raw -9430187.585155 + Penalty 12830.599157 = -9417356.985998
  nChanged 450
		SP:Iteration 13Q (20015.320000 sec): 3 clusters
  Score: Raw -9430288.305093 + Penalty 12830.599157 = -9417457.705937
  nChanged 463
		SP:Iteration 14Q (20015.590000 sec): 3 clusters
  Score: Raw -9430388.888309 + Penalty 12830.599157 = -9417558.289152
  nChanged 485
		SP:Iteration 15Q (20015.850000 sec): 3 clusters
  Score: Raw -9430489.743703 + Penalty 12830.599157 = -9417659.144547
  nChanged 476
		SP:Iteration 16Q (20016.120000 sec): 3 clusters
  Score: Raw -9430596.455357 + Penalty 12830.599157 = -9417765.856200
  nChanged 496
		SP:Iteration 17Q (20016.390000 sec): 3 clusters
  Score: Raw -9430707.409428 + Penalty 12830.599157 = -9417876.810272
  nChanged 487
		SP:Iteration 18Q (20016.660000 sec): 3 clusters
  Score: Raw -9430828.047888 + Penalty 12830.599157 = -9417997.448731
  nChanged 562
		SP:Iteration 19Q (20016.930000 sec): 3 clusters
  Score: Raw -9430980.281419 + Penalty 12830.599157 = -9418149.682262
  nChanged 602
		SP:Iteration 20F (20017.200000 sec): 3 clusters
  Score: Raw -9431141.572100 + Penalty 12830.599157 = -9418310.972944
  nChanged 645
		SP:Iteration 21Q (20017.460000 sec): 3 clusters
  Score: Raw -9431331.756155 + Penalty 12830.599157 = -9418501.156998
  nChanged 717
		SP:Iteration 22Q (20017.730000 sec): 3 clusters
  Score: Raw -9431562.494110 + Penalty 12830.599157 = -9418731.894953
  nChanged 819
		SP:Iteration 23Q (20018.000000 sec): 3 clusters
  Score: Raw -9431862.365940 + Penalty 12830.599157 = -9419031.766784
  nChanged 938
		SP:Iteration 24Q (20018.260000 sec): 3 clusters
  Score: Raw -9432230.923298 + Penalty 12830.599157 = -9419400.324142
  nChanged 1049
		SP:Iteration 25Q (20018.530000 sec): 3 clusters
  Score: Raw -9432699.134898 + Penalty 12830.599157 = -9419868.535741
  nChanged 1145
		SP:Iteration 26Q (20018.800000 sec): 3 clusters
  Score: Raw -9433269.867380 + Penalty 12830.599157 = -9420439.268223
  nChanged 1199
		SP:Iteration 27Q (20019.060000 sec): 3 clusters
  Score: Raw -9433902.984575 + Penalty 12830.599157 = -9421072.385419
  nChanged 1257
		SP:Iteration 28Q (20019.320000 sec): 3 clusters
  Score: Raw -9434617.410442 + Penalty 12830.599157 = -9421786.811285
  nChanged 1234
		SP:Iteration 29Q (20019.590000 sec): 3 clusters
  Score: Raw -9435371.219399 + Penalty 12830.599157 = -9422540.620242
  nChanged 1145
		SP:Iteration 30Q (20019.850000 sec): 3 clusters
  Score: Raw -9436118.003102 + Penalty 12830.599157 = -9423287.403946
  nChanged 1017
		SP:Iteration 31Q (20020.100000 sec): 3 clusters
  Score: Raw -9436797.823979 + Penalty 12830.599157 = -9423967.224822
  nChanged 889
		SP:Iteration 32Q (20020.350000 sec): 3 clusters
  Score: Raw -9437394.981940 + Penalty 12830.599157 = -9424564.382783
  nChanged 743
		SP:Iteration 33Q (20020.600000 sec): 3 clusters
  Score: Raw -9437940.195778 + Penalty 12830.599157 = -9425109.596621
  nChanged 617
		SP:Iteration 34Q (20020.840000 sec): 3 clusters
  Score: Raw -9438390.357842 + Penalty 12830.599157 = -9425559.758686
  nChanged 453
		SP:Iteration 35Q (20021.070000 sec): 3 clusters
  Score: Raw -9438712.049943 + Penalty 12830.599157 = -9425881.450786
  nChanged 351
		SP:Iteration 36Q (20021.290000 sec): 3 clusters
  Score: Raw -9438972.544319 + Penalty 12830.599157 = -9426141.945162
  nChanged 271
		SP:Iteration 37Q (20021.500000 sec): 3 clusters
  Score: Raw -9439158.921113 + Penalty 12830.599157 = -9426328.321956
  nChanged 202
		SP:Iteration 38Q (20021.720000 sec): 3 clusters
  Score: Raw -9439301.929874 + Penalty 12830.599157 = -9426471.330718
  nChanged 173
		SP:Iteration 39Q (20021.920000 sec): 3 clusters
  Score: Raw -9439426.393197 + Penalty 12830.599157 = -9426595.794040
  nChanged 132
		SP:Iteration 40F (20022.190000 sec): 3 clusters
  Score: Raw -9439531.050662 + Penalty 12830.599157 = -9426700.451506
  nChanged 123
		SP:Iteration 41Q (20022.390000 sec): 3 clusters
  Score: Raw -9439623.810333 + Penalty 12830.599157 = -9426793.211177
  nChanged 71
		SP:Iteration 42Q (20022.590000 sec): 3 clusters
  Score: Raw -9439668.766332 + Penalty 12830.599157 = -9426838.167175
  nChanged 56
		SP:Iteration 43Q (20022.790000 sec): 3 clusters
  Score: Raw -9439702.424021 + Penalty 12830.599157 = -9426871.824865
  nChanged 57
		SP:Iteration 44Q (20022.990000 sec): 3 clusters
  Score: Raw -9439736.452783 + Penalty 12830.599157 = -9426905.853626
  nChanged 49
		SP:Iteration 45Q (20023.190000 sec): 3 clusters
  Score: Raw -9439768.597490 + Penalty 12830.599157 = -9426937.998334
  nChanged 42
		SP:Iteration 46Q (20023.400000 sec): 3 clusters
  Score: Raw -9439798.366935 + Penalty 12830.599157 = -9426967.767778
  nChanged 37
		SP:Iteration 47Q (20023.590000 sec): 3 clusters
  Score: Raw -9439824.410316 + Penalty 12830.599157 = -9426993.811159
  nChanged 30
		SP:Iteration 48Q (20023.790000 sec): 3 clusters
  Score: Raw -9439842.496250 + Penalty 12830.599157 = -9427011.897094
  nChanged 25
		SP:Iteration 49Q (20023.980000 sec): 3 clusters
  Score: Raw -9439858.022368 + Penalty 12830.599157 = -9427027.423211
  nChanged 15
		SP:Iteration 50Q (20024.180000 sec): 3 clusters
  Score: Raw -9439867.275994 + Penalty 12830.599157 = -9427036.676837
  nChanged 14
		SP:Iteration 51Q (20024.370000 sec): 3 clusters
  Score: Raw -9439877.349327 + Penalty 12830.599157 = -9427046.750170
  nChanged 13
		SP:Iteration 52Q (20024.560000 sec): 3 clusters
  Score: Raw -9439886.092420 + Penalty 12830.599157 = -9427055.493263
  nChanged 12
		SP:Iteration 53Q (20024.760000 sec): 3 clusters
  Score: Raw -9439893.870525 + Penalty 12830.599157 = -9427063.271368
  nChanged 8
		SP:Iteration 54Q (20024.950000 sec): 3 clusters
  Score: Raw -9439899.873096 + Penalty 12830.599157 = -9427069.273939
  nChanged 11
		SP:Iteration 55Q (20025.140000 sec): 3 clusters
  Score: Raw -9439907.373063 + Penalty 12830.599157 = -9427076.773907
  nChanged 8
		SP:Iteration 56Q (20025.340000 sec): 3 clusters
  Score: Raw -9439912.783413 + Penalty 12830.599157 = -9427082.184257
  nChanged 7
		SP:Iteration 57Q (20025.550000 sec): 3 clusters
  Score: Raw -9439917.879318 + Penalty 12830.599157 = -9427087.280162
  nChanged 4
		SP:Iteration 58Q (20025.740000 sec): 3 clusters
  Score: Raw -9439920.031416 + Penalty 12830.599157 = -9427089.432259
  nChanged 3
		SP:Iteration 59Q (20025.930000 sec): 3 clusters
  Score: Raw -9439921.966915 + Penalty 12830.599157 = -9427091.367758
  nChanged 2
		SP:Iteration 60F (20026.190000 sec): 3 clusters
  Score: Raw -9439923.654162 + Penalty 12830.599157 = -9427093.055005
  nChanged 4
		SP:Iteration 61Q (20026.390000 sec): 3 clusters
  Score: Raw -9439926.284231 + Penalty 12830.599157 = -9427095.685074
  nChanged 1
		SP:Iteration 62Q (20026.580000 sec): 3 clusters
  Score: Raw -9439927.896616 + Penalty 12830.599157 = -9427097.297460
  nChanged 1
		SP:Iteration 63Q (20026.780000 sec): 3 clusters
  Score: Raw -9439929.356050 + Penalty 12830.599157 = -9427098.756893
  nChanged 6
		SP:Iteration 64Q (20026.970000 sec): 3 clusters
  Score: Raw -9439932.903576 + Penalty 12830.599157 = -9427102.304419
  nChanged 2
		SP:Iteration 65Q (20027.170000 sec): 3 clusters
  Score: Raw -9439934.620296 + Penalty 12830.599157 = -9427104.021139
  nChanged 4
		SP:Iteration 66Q (20027.360000 sec): 3 clusters
  Score: Raw -9439938.010076 + Penalty 12830.599157 = -9427107.410919
  nChanged 4
		SP:Iteration 67Q (20027.550000 sec): 3 clusters
  Score: Raw -9439941.598207 + Penalty 12830.599157 = -9427110.999050
  nChanged 4
		SP:Iteration 68Q (20027.740000 sec): 3 clusters
  Score: Raw -9439943.978245 + Penalty 12830.599157 = -9427113.379089
  nChanged 5
		SP:Iteration 69Q (20027.930000 sec): 3 clusters
  Score: Raw -9439947.298421 + Penalty 12830.599157 = -9427116.699264
  nChanged 5
		SP:Iteration 70Q (20028.130000 sec): 3 clusters
  Score: Raw -9439950.641339 + Penalty 12830.599157 = -9427120.042182
  nChanged 5
		SP:Iteration 71Q (20028.320000 sec): 3 clusters
  Score: Raw -9439953.605111 + Penalty 12830.599157 = -9427123.005954
  nChanged 3
		SP:Iteration 72Q (20028.510000 sec): 3 clusters
  Score: Raw -9439955.898027 + Penalty 12830.599157 = -9427125.298870
  nChanged 1
		SP:Iteration 73Q (20028.710000 sec): 3 clusters
  Score: Raw -9439956.428105 + Penalty 12830.599157 = -9427125.828948
  nChanged 0
		SP:Iteration 74F (20028.970000 sec): 3 clusters
  Score: Raw -9439956.428105 + Penalty 12830.599157 = -9427125.828948
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 7 (16794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20029.080000 sec): 2 clusters
  Score: Raw -4310752.197615 + Penalty 5958.875887 = -4304793.321727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20029.210000 sec): 3 clusters
  Score: Raw -4302172.000805 + Penalty 11917.751774 = -4290254.249030
  nChanged 6748
		SP:Iteration 1F (20029.340000 sec): 3 clusters
  Score: Raw -4306244.828122 + Penalty 11917.751774 = -4294327.076348
  nChanged 1379
		SP:Iteration 2F (20029.460000 sec): 3 clusters
  Score: Raw -4307177.932555 + Penalty 11917.751774 = -4295260.180780
  nChanged 1028
		SP:Iteration 3F (20029.590000 sec): 3 clusters
  Score: Raw -4307883.668793 + Penalty 11917.751774 = -4295965.917019
  nChanged 924
		SP:Iteration 4F (20029.720000 sec): 3 clusters
  Score: Raw -4308546.362532 + Penalty 11917.751774 = -4296628.610757
  nChanged 865
		SP:Iteration 5F (20029.850000 sec): 3 clusters
  Score: Raw -4309220.436173 + Penalty 11917.751774 = -4297302.684398
  nChanged 813
		SP:Iteration 6Q (20029.970000 sec): 3 clusters
  Score: Raw -4309838.235593 + Penalty 11917.751774 = -4297920.483819
  nChanged 807
		SP:Iteration 7Q (20030.090000 sec): 3 clusters
  Score: Raw -4310451.233270 + Penalty 11917.751774 = -4298533.481496
  nChanged 707
		SP:Iteration 8Q (20030.230000 sec): 3 clusters
  Score: Raw -4311050.523146 + Penalty 11917.751774 = -4299132.771371
  nChanged 682
		SP:Iteration 9Q (20030.350000 sec): 3 clusters
  Score: Raw -4311621.410323 + Penalty 11917.751774 = -4299703.658549
  nChanged 643
		SP:Iteration 10Q (20030.470000 sec): 3 clusters
  Score: Raw -4312159.810890 + Penalty 11917.751774 = -4300242.059116
  nChanged 534
		SP:Iteration 11Q (20030.590000 sec): 3 clusters
  Score: Raw -4312583.508011 + Penalty 11917.751774 = -4300665.756237
  nChanged 447
		SP:Iteration 12Q (20030.710000 sec): 3 clusters
  Score: Raw -4312905.045518 + Penalty 11917.751774 = -4300987.293743
  nChanged 361
		SP:Iteration 13Q (20030.830000 sec): 3 clusters
  Score: Raw -4313141.178749 + Penalty 11917.751774 = -4301223.426975
  nChanged 336
		SP:Iteration 14Q (20030.940000 sec): 3 clusters
  Score: Raw -4313353.346590 + Penalty 11917.751774 = -4301435.594816
  nChanged 279
		SP:Iteration 15Q (20031.060000 sec): 3 clusters
  Score: Raw -4313518.257898 + Penalty 11917.751774 = -4301600.506124
  nChanged 224
		SP:Iteration 16Q (20031.180000 sec): 3 clusters
  Score: Raw -4313659.017280 + Penalty 11917.751774 = -4301741.265506
  nChanged 214
		SP:Iteration 17Q (20031.290000 sec): 3 clusters
  Score: Raw -4313791.058079 + Penalty 11917.751774 = -4301873.306305
  nChanged 187
		SP:Iteration 18Q (20031.400000 sec): 3 clusters
  Score: Raw -4313892.350540 + Penalty 11917.751774 = -4301974.598766
  nChanged 160
		SP:Iteration 19Q (20031.520000 sec): 3 clusters
  Score: Raw -4313972.146884 + Penalty 11917.751774 = -4302054.395110
  nChanged 131
		SP:Iteration 20F (20031.640000 sec): 3 clusters
  Score: Raw -4314028.439472 + Penalty 11917.751774 = -4302110.687697
  nChanged 102
		SP:Iteration 21Q (20031.760000 sec): 3 clusters
  Score: Raw -4314066.375957 + Penalty 11917.751774 = -4302148.624182
  nChanged 77
		SP:Iteration 22Q (20031.870000 sec): 3 clusters
  Score: Raw -4314092.972633 + Penalty 11917.751774 = -4302175.220858
  nChanged 61
		SP:Iteration 23Q (20031.980000 sec): 3 clusters
  Score: Raw -4314110.741809 + Penalty 11917.751774 = -4302192.990035
  nChanged 41
		SP:Iteration 24Q (20032.090000 sec): 3 clusters
  Score: Raw -4314121.965588 + Penalty 11917.751774 = -4302204.213813
  nChanged 32
		SP:Iteration 25Q (20032.210000 sec): 3 clusters
  Score: Raw -4314129.916656 + Penalty 11917.751774 = -4302212.164881
  nChanged 23
		SP:Iteration 26Q (20032.320000 sec): 3 clusters
  Score: Raw -4314135.738132 + Penalty 11917.751774 = -4302217.986358
  nChanged 16
		SP:Iteration 27Q (20032.430000 sec): 3 clusters
  Score: Raw -4314139.973824 + Penalty 11917.751774 = -4302222.222049
  nChanged 19
		SP:Iteration 28Q (20032.540000 sec): 3 clusters
  Score: Raw -4314145.935660 + Penalty 11917.751774 = -4302228.183886
  nChanged 20
		SP:Iteration 29Q (20032.660000 sec): 3 clusters
  Score: Raw -4314151.871836 + Penalty 11917.751774 = -4302234.120061
  nChanged 19
		SP:Iteration 30Q (20032.770000 sec): 3 clusters
  Score: Raw -4314156.615885 + Penalty 11917.751774 = -4302238.864111
  nChanged 12
		SP:Iteration 31Q (20032.880000 sec): 3 clusters
  Score: Raw -4314159.982834 + Penalty 11917.751774 = -4302242.231060
  nChanged 17
		SP:Iteration 32Q (20032.990000 sec): 3 clusters
  Score: Raw -4314166.664689 + Penalty 11917.751774 = -4302248.912914
  nChanged 19
		SP:Iteration 33Q (20033.100000 sec): 3 clusters
  Score: Raw -4314172.195527 + Penalty 11917.751774 = -4302254.443753
  nChanged 12
		SP:Iteration 34Q (20033.220000 sec): 3 clusters
  Score: Raw -4314174.695704 + Penalty 11917.751774 = -4302256.943930
  nChanged 6
		SP:Iteration 35Q (20033.330000 sec): 3 clusters
  Score: Raw -4314175.737516 + Penalty 11917.751774 = -4302257.985742
  nChanged 9
		SP:Iteration 36Q (20033.440000 sec): 3 clusters
  Score: Raw -4314177.725463 + Penalty 11917.751774 = -4302259.973688
  nChanged 8
		SP:Iteration 37Q (20033.550000 sec): 3 clusters
  Score: Raw -4314179.491024 + Penalty 11917.751774 = -4302261.739249
  nChanged 11
		SP:Iteration 38Q (20033.660000 sec): 3 clusters
  Score: Raw -4314182.064195 + Penalty 11917.751774 = -4302264.312420
  nChanged 5
		SP:Iteration 39Q (20033.780000 sec): 3 clusters
  Score: Raw -4314183.199731 + Penalty 11917.751774 = -4302265.447957
  nChanged 1
		SP:Iteration 40F (20033.900000 sec): 3 clusters
  Score: Raw -4314183.515666 + Penalty 11917.751774 = -4302265.763891
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 8 (1612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20033.930000 sec): 2 clusters
  Score: Raw -414463.825813 + Penalty 4523.453940 = -409940.371873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20033.940000 sec): 3 clusters
  Score: Raw -414533.847525 + Penalty 9046.907881 = -405486.939644
  nChanged 385
		SP:Iteration 1F (20033.950000 sec): 3 clusters
  Score: Raw -415244.861073 + Penalty 9046.907881 = -406197.953193
  nChanged 130
		SP:Iteration 2F (20033.960000 sec): 3 clusters
  Score: Raw -415623.329628 + Penalty 9046.907881 = -406576.421747
  nChanged 110
		SP:Iteration 3F (20033.980000 sec): 3 clusters
  Score: Raw -415976.559687 + Penalty 9046.907881 = -406929.651806
  nChanged 110
		SP:Iteration 4F (20033.990000 sec): 3 clusters
  Score: Raw -416371.992203 + Penalty 9046.907881 = -407325.084323
  nChanged 78
		SP:Iteration 5Q (20034.000000 sec): 3 clusters
  Score: Raw -416693.284589 + Penalty 9046.907881 = -407646.376708
  nChanged 56
		SP:Iteration 6Q (20034.010000 sec): 3 clusters
  Score: Raw -416874.272072 + Penalty 9046.907881 = -407827.364192
  nChanged 42
		SP:Iteration 7Q (20034.020000 sec): 3 clusters
  Score: Raw -417017.676410 + Penalty 9046.907881 = -407970.768529
  nChanged 25
		SP:Iteration 8Q (20034.030000 sec): 3 clusters
  Score: Raw -417107.675294 + Penalty 9046.907881 = -408060.767414
  nChanged 16
		SP:Iteration 9Q (20034.040000 sec): 3 clusters
  Score: Raw -417143.512034 + Penalty 9046.907881 = -408096.604153
  nChanged 10
		SP:Iteration 10Q (20034.050000 sec): 3 clusters
  Score: Raw -417160.096679 + Penalty 9046.907881 = -408113.188799
  nChanged 5
		SP:Iteration 11Q (20034.060000 sec): 3 clusters
  Score: Raw -417172.229736 + Penalty 9046.907881 = -408125.321855
  nChanged 5
		SP:Iteration 12Q (20034.070000 sec): 3 clusters
  Score: Raw -417192.227261 + Penalty 9046.907881 = -408145.319381
  nChanged 4
		SP:Iteration 13Q (20034.080000 sec): 3 clusters
  Score: Raw -417200.557151 + Penalty 9046.907881 = -408153.649271
  nChanged 3
		SP:Iteration 14Q (20034.080000 sec): 3 clusters
  Score: Raw -417207.162579 + Penalty 9046.907881 = -408160.254699
  nChanged 4
		SP:Iteration 15Q (20034.100000 sec): 3 clusters
  Score: Raw -417215.741262 + Penalty 9046.907881 = -408168.833381
  nChanged 1
		SP:Iteration 16Q (20034.100000 sec): 3 clusters
  Score: Raw -417219.111454 + Penalty 9046.907881 = -408172.203574
  nChanged 2
		SP:Iteration 17Q (20034.110000 sec): 3 clusters
  Score: Raw -417223.317298 + Penalty 9046.907881 = -408176.409418
  nChanged 0
		SP:Iteration 18F (20034.120000 sec): 3 clusters
  Score: Raw -417223.317298 + Penalty 9046.907881 = -408176.409418
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 9 (3686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20034.150000 sec): 2 clusters
  Score: Raw -904600.957470 + Penalty 5030.031997 = -899570.925473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20034.180000 sec): 3 clusters
  Score: Raw -903477.994250 + Penalty 10060.063994 = -893417.930256
  nChanged 1132
		SP:Iteration 1F (20034.210000 sec): 3 clusters
  Score: Raw -904522.781136 + Penalty 10060.063994 = -894462.717141
  nChanged 313
		SP:Iteration 2F (20034.240000 sec): 3 clusters
  Score: Raw -904908.821909 + Penalty 10060.063994 = -894848.757915
  nChanged 165
		SP:Iteration 3Q (20034.260000 sec): 3 clusters
  Score: Raw -905100.992623 + Penalty 10060.063994 = -895040.928628
  nChanged 110
		SP:Iteration 4Q (20034.290000 sec): 3 clusters
  Score: Raw -905216.587485 + Penalty 10060.063994 = -895156.523490
  nChanged 81
		SP:Iteration 5Q (20034.320000 sec): 3 clusters
  Score: Raw -905291.694384 + Penalty 10060.063994 = -895231.630389
  nChanged 60
		SP:Iteration 6Q (20034.340000 sec): 3 clusters
  Score: Raw -905361.698605 + Penalty 10060.063994 = -895301.634611
  nChanged 53
		SP:Iteration 7Q (20034.370000 sec): 3 clusters
  Score: Raw -905421.251903 + Penalty 10060.063994 = -895361.187909
  nChanged 54
		SP:Iteration 8Q (20034.400000 sec): 3 clusters
  Score: Raw -905492.413349 + Penalty 10060.063994 = -895432.349355
  nChanged 69
		SP:Iteration 9Q (20034.420000 sec): 3 clusters
  Score: Raw -905567.764800 + Penalty 10060.063994 = -895507.700805
  nChanged 63
		SP:Iteration 10Q (20034.450000 sec): 3 clusters
  Score: Raw -905631.646561 + Penalty 10060.063994 = -895571.582566
  nChanged 52
		SP:Iteration 11Q (20034.470000 sec): 3 clusters
  Score: Raw -905679.590956 + Penalty 10060.063994 = -895619.526961
  nChanged 49
		SP:Iteration 12Q (20034.500000 sec): 3 clusters
  Score: Raw -905726.860984 + Penalty 10060.063994 = -895666.796990
  nChanged 47
		SP:Iteration 13Q (20034.520000 sec): 3 clusters
  Score: Raw -905771.333626 + Penalty 10060.063994 = -895711.269632
  nChanged 43
		SP:Iteration 14Q (20034.550000 sec): 3 clusters
  Score: Raw -905808.466080 + Penalty 10060.063994 = -895748.402086
  nChanged 34
		SP:Iteration 15Q (20034.580000 sec): 3 clusters
  Score: Raw -905840.034792 + Penalty 10060.063994 = -895779.970798
  nChanged 37
		SP:Iteration 16Q (20034.600000 sec): 3 clusters
  Score: Raw -905879.861399 + Penalty 10060.063994 = -895819.797405
  nChanged 36
		SP:Iteration 17Q (20034.630000 sec): 3 clusters
  Score: Raw -905914.288406 + Penalty 10060.063994 = -895854.224411
  nChanged 29
		SP:Iteration 18Q (20034.650000 sec): 3 clusters
  Score: Raw -905944.687468 + Penalty 10060.063994 = -895884.623474
  nChanged 22
		SP:Iteration 19Q (20034.680000 sec): 3 clusters
  Score: Raw -905965.360449 + Penalty 10060.063994 = -895905.296454
  nChanged 24
		SP:Iteration 20F (20034.700000 sec): 3 clusters
  Score: Raw -905992.156810 + Penalty 10060.063994 = -895932.092816
  nChanged 30
		SP:Iteration 21Q (20034.730000 sec): 3 clusters
  Score: Raw -906017.483801 + Penalty 10060.063994 = -895957.419807
  nChanged 23
		SP:Iteration 22Q (20034.760000 sec): 3 clusters
  Score: Raw -906041.039491 + Penalty 10060.063994 = -895980.975496
  nChanged 26
		SP:Iteration 23Q (20034.780000 sec): 3 clusters
  Score: Raw -906062.151557 + Penalty 10060.063994 = -896002.087563
  nChanged 18
		SP:Iteration 24Q (20034.810000 sec): 3 clusters
  Score: Raw -906081.031103 + Penalty 10060.063994 = -896020.967108
  nChanged 15
		SP:Iteration 25Q (20034.830000 sec): 3 clusters
  Score: Raw -906093.210855 + Penalty 10060.063994 = -896033.146861
  nChanged 14
		SP:Iteration 26Q (20034.860000 sec): 3 clusters
  Score: Raw -906109.355057 + Penalty 10060.063994 = -896049.291062
  nChanged 15
		SP:Iteration 27Q (20034.880000 sec): 3 clusters
  Score: Raw -906122.872397 + Penalty 10060.063994 = -896062.808403
  nChanged 16
		SP:Iteration 28Q (20034.910000 sec): 3 clusters
  Score: Raw -906140.312916 + Penalty 10060.063994 = -896080.248922
  nChanged 13
		SP:Iteration 29Q (20034.940000 sec): 3 clusters
  Score: Raw -906148.693588 + Penalty 10060.063994 = -896088.629594
  nChanged 9
		SP:Iteration 30Q (20034.960000 sec): 3 clusters
  Score: Raw -906155.059263 + Penalty 10060.063994 = -896094.995269
  nChanged 11
		SP:Iteration 31Q (20034.980000 sec): 3 clusters
  Score: Raw -906168.565777 + Penalty 10060.063994 = -896108.501782
  nChanged 12
		SP:Iteration 32Q (20035.010000 sec): 3 clusters
  Score: Raw -906177.241110 + Penalty 10060.063994 = -896117.177116
  nChanged 11
		SP:Iteration 33Q (20035.040000 sec): 3 clusters
  Score: Raw -906186.797954 + Penalty 10060.063994 = -896126.733960
  nChanged 5
		SP:Iteration 34Q (20035.060000 sec): 3 clusters
  Score: Raw -906191.128379 + Penalty 10060.063994 = -896131.064385
  nChanged 8
		SP:Iteration 35Q (20035.080000 sec): 3 clusters
  Score: Raw -906199.373247 + Penalty 10060.063994 = -896139.309253
  nChanged 10
		SP:Iteration 36Q (20035.110000 sec): 3 clusters
  Score: Raw -906207.812450 + Penalty 10060.063994 = -896147.748456
  nChanged 12
		SP:Iteration 37Q (20035.140000 sec): 3 clusters
  Score: Raw -906217.551622 + Penalty 10060.063994 = -896157.487628
  nChanged 14
		SP:Iteration 38Q (20035.160000 sec): 3 clusters
  Score: Raw -906232.221202 + Penalty 10060.063994 = -896172.157207
  nChanged 17
		SP:Iteration 39Q (20035.180000 sec): 3 clusters
  Score: Raw -906250.153358 + Penalty 10060.063994 = -896190.089363
  nChanged 14
		SP:Iteration 40F (20035.210000 sec): 3 clusters
  Score: Raw -906271.070596 + Penalty 10060.063994 = -896211.006602
  nChanged 22
		SP:Iteration 41Q (20035.240000 sec): 3 clusters
  Score: Raw -906298.166926 + Penalty 10060.063994 = -896238.102931
  nChanged 38
		SP:Iteration 42Q (20035.260000 sec): 3 clusters
  Score: Raw -906357.033056 + Penalty 10060.063994 = -896296.969062
  nChanged 42
		SP:Iteration 43Q (20035.290000 sec): 3 clusters
  Score: Raw -906415.779241 + Penalty 10060.063994 = -896355.715247
  nChanged 38
		SP:Iteration 44Q (20035.310000 sec): 3 clusters
  Score: Raw -906497.354138 + Penalty 10060.063994 = -896437.290143
  nChanged 56
		SP:Iteration 45Q (20035.340000 sec): 3 clusters
  Score: Raw -906613.633787 + Penalty 10060.063994 = -896553.569792
  nChanged 73
		SP:Iteration 46Q (20035.360000 sec): 3 clusters
  Score: Raw -906734.395630 + Penalty 10060.063994 = -896674.331636
  nChanged 70
		SP:Iteration 47Q (20035.380000 sec): 3 clusters
  Score: Raw -906834.622710 + Penalty 10060.063994 = -896774.558716
  nChanged 59
		SP:Iteration 48Q (20035.410000 sec): 3 clusters
  Score: Raw -906907.281924 + Penalty 10060.063994 = -896847.217930
  nChanged 46
		SP:Iteration 49Q (20035.440000 sec): 3 clusters
  Score: Raw -906961.664978 + Penalty 10060.063994 = -896901.600983
  nChanged 38
		SP:Iteration 50Q (20035.460000 sec): 3 clusters
  Score: Raw -907001.277170 + Penalty 10060.063994 = -896941.213176
  nChanged 33
		SP:Iteration 51Q (20035.480000 sec): 3 clusters
  Score: Raw -907039.806190 + Penalty 10060.063994 = -896979.742196
  nChanged 25
		SP:Iteration 52Q (20035.500000 sec): 3 clusters
  Score: Raw -907070.388088 + Penalty 10060.063994 = -897010.324094
  nChanged 22
		SP:Iteration 53Q (20035.530000 sec): 3 clusters
  Score: Raw -907098.704139 + Penalty 10060.063994 = -897038.640144
  nChanged 13
		SP:Iteration 54Q (20035.560000 sec): 3 clusters
  Score: Raw -907115.509761 + Penalty 10060.063994 = -897055.445767
  nChanged 5
		SP:Iteration 55Q (20035.580000 sec): 3 clusters
  Score: Raw -907121.772475 + Penalty 10060.063994 = -897061.708481
  nChanged 6
		SP:Iteration 56Q (20035.610000 sec): 3 clusters
  Score: Raw -907127.704560 + Penalty 10060.063994 = -897067.640566
  nChanged 4
		SP:Iteration 57Q (20035.630000 sec): 3 clusters
  Score: Raw -907132.619171 + Penalty 10060.063994 = -897072.555177
  nChanged 7
		SP:Iteration 58Q (20035.650000 sec): 3 clusters
  Score: Raw -907139.394296 + Penalty 10060.063994 = -897079.330302
  nChanged 8
		SP:Iteration 59Q (20035.680000 sec): 3 clusters
  Score: Raw -907145.716846 + Penalty 10060.063994 = -897085.652852
  nChanged 6
		SP:Iteration 60F (20035.710000 sec): 3 clusters
  Score: Raw -907151.947676 + Penalty 10060.063994 = -897091.883682
  nChanged 7
		SP:Iteration 61Q (20035.730000 sec): 3 clusters
  Score: Raw -907168.676733 + Penalty 10060.063994 = -897108.612739
  nChanged 13
		SP:Iteration 62Q (20035.750000 sec): 3 clusters
  Score: Raw -907182.562522 + Penalty 10060.063994 = -897122.498528
  nChanged 7
		SP:Iteration 63Q (20035.770000 sec): 3 clusters
  Score: Raw -907188.196677 + Penalty 10060.063994 = -897128.132683
  nChanged 6
		SP:Iteration 64Q (20035.800000 sec): 3 clusters
  Score: Raw -907205.621281 + Penalty 10060.063994 = -897145.557287
  nChanged 7
		SP:Iteration 65Q (20035.820000 sec): 3 clusters
  Score: Raw -907211.028849 + Penalty 10060.063994 = -897150.964854
  nChanged 5
		SP:Iteration 66Q (20035.850000 sec): 3 clusters
  Score: Raw -907215.263416 + Penalty 10060.063994 = -897155.199421
  nChanged 6
		SP:Iteration 67Q (20035.870000 sec): 3 clusters
  Score: Raw -907220.392967 + Penalty 10060.063994 = -897160.328973
  nChanged 4
		SP:Iteration 68Q (20035.890000 sec): 3 clusters
  Score: Raw -907227.135879 + Penalty 10060.063994 = -897167.071885
  nChanged 6
		SP:Iteration 69Q (20035.910000 sec): 3 clusters
  Score: Raw -907235.621189 + Penalty 10060.063994 = -897175.557195
  nChanged 6
		SP:Iteration 70Q (20035.940000 sec): 3 clusters
  Score: Raw -907240.725102 + Penalty 10060.063994 = -897180.661108
  nChanged 7
		SP:Iteration 71Q (20035.960000 sec): 3 clusters
  Score: Raw -907251.040703 + Penalty 10060.063994 = -897190.976709
  nChanged 12
		SP:Iteration 72Q (20035.990000 sec): 3 clusters
  Score: Raw -907263.557694 + Penalty 10060.063994 = -897203.493700
  nChanged 11
		SP:Iteration 73Q (20036.010000 sec): 3 clusters
  Score: Raw -907278.807384 + Penalty 10060.063994 = -897218.743389
  nChanged 8
		SP:Iteration 74Q (20036.030000 sec): 3 clusters
  Score: Raw -907286.096337 + Penalty 10060.063994 = -897226.032343
  nChanged 4
		SP:Iteration 75Q (20036.060000 sec): 3 clusters
  Score: Raw -907290.056249 + Penalty 10060.063994 = -897229.992254
  nChanged 4
		SP:Iteration 76Q (20036.080000 sec): 3 clusters
  Score: Raw -907293.073941 + Penalty 10060.063994 = -897233.009947
  nChanged 5
		SP:Iteration 77Q (20036.100000 sec): 3 clusters
  Score: Raw -907295.080977 + Penalty 10060.063994 = -897235.016983
  nChanged 1
		SP:Iteration 78Q (20036.130000 sec): 3 clusters
  Score: Raw -907296.179433 + Penalty 10060.063994 = -897236.115438
  nChanged 3
		SP:Iteration 79Q (20036.150000 sec): 3 clusters
  Score: Raw -907299.675855 + Penalty 10060.063994 = -897239.611861
  nChanged 4
		SP:Iteration 80F (20036.180000 sec): 3 clusters
  Score: Raw -907302.179923 + Penalty 10060.063994 = -897242.115929
  nChanged 1
		SP:Iteration 81Q (20036.200000 sec): 3 clusters
  Score: Raw -907303.518152 + Penalty 10060.063994 = -897243.454158
  nChanged 1
		SP:Iteration 82Q (20036.230000 sec): 3 clusters
  Score: Raw -907304.667418 + Penalty 10060.063994 = -897244.603424
  nChanged 4
		SP:Iteration 83Q (20036.250000 sec): 3 clusters
  Score: Raw -907313.898123 + Penalty 10060.063994 = -897253.834129
  nChanged 6
		SP:Iteration 84Q (20036.270000 sec): 3 clusters
  Score: Raw -907320.504897 + Penalty 10060.063994 = -897260.440903
  nChanged 3
		SP:Iteration 85Q (20036.290000 sec): 3 clusters
  Score: Raw -907323.654285 + Penalty 10060.063994 = -897263.590291
  nChanged 3
		SP:Iteration 86Q (20036.320000 sec): 3 clusters
  Score: Raw -907326.960911 + Penalty 10060.063994 = -897266.896916
  nChanged 3
		SP:Iteration 87Q (20036.340000 sec): 3 clusters
  Score: Raw -907330.043750 + Penalty 10060.063994 = -897269.979756
  nChanged 1
		SP:Iteration 88Q (20036.360000 sec): 3 clusters
  Score: Raw -907330.488072 + Penalty 10060.063994 = -897270.424077
  nChanged 0
		SP:Iteration 89F (20036.390000 sec): 3 clusters
  Score: Raw -907330.488072 + Penalty 10060.063994 = -897270.424077
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 10 (70811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20036.850000 sec): 2 clusters
  Score: Raw -18958183.546119 + Penalty 6840.258901 = -18951343.287218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20037.390000 sec): 3 clusters
  Score: Raw -18916007.733493 + Penalty 13680.517803 = -18902327.215690
  nChanged 31567
		SP:Iteration 1F (20037.930000 sec): 3 clusters
  Score: Raw -18933086.678227 + Penalty 13680.517803 = -18919406.160425
  nChanged 3363
		SP:Iteration 2Q (20038.470000 sec): 3 clusters
  Score: Raw -18934175.131730 + Penalty 13680.517803 = -18920494.613927
  nChanged 3007
		SP:Iteration 3Q (20039.020000 sec): 3 clusters
  Score: Raw -18935172.045432 + Penalty 13680.517803 = -18921491.527630
  nChanged 2915
		SP:Iteration 4Q (20039.560000 sec): 3 clusters
  Score: Raw -18936269.650416 + Penalty 13680.517803 = -18922589.132613
  nChanged 2984
		SP:Iteration 5Q (20040.100000 sec): 3 clusters
  Score: Raw -18937544.484165 + Penalty 13680.517803 = -18923863.966362
  nChanged 3297
		SP:Iteration 6Q (20040.640000 sec): 3 clusters
  Score: Raw -18939149.813004 + Penalty 13680.517803 = -18925469.295201
  nChanged 3675
		SP:Iteration 7F (20041.180000 sec): 3 clusters
  Score: Raw -18941145.967278 + Penalty 13680.517803 = -18927465.449475
  nChanged 4027
		SP:Iteration 8F (20041.720000 sec): 3 clusters
  Score: Raw -18943400.841802 + Penalty 13680.517803 = -18929720.323999
  nChanged 3938
		SP:Iteration 9F (20042.250000 sec): 3 clusters
  Score: Raw -18945531.011309 + Penalty 13680.517803 = -18931850.493506
  nChanged 3706
		SP:Iteration 10F (20042.790000 sec): 3 clusters
  Score: Raw -18947460.658056 + Penalty 13680.517803 = -18933780.140253
  nChanged 3223
		SP:Iteration 11Q (20043.330000 sec): 3 clusters
  Score: Raw -18949033.016357 + Penalty 13680.517803 = -18935352.498554
  nChanged 2692
		SP:Iteration 12Q (20043.870000 sec): 3 clusters
  Score: Raw -18950278.707901 + Penalty 13680.517803 = -18936598.190098
  nChanged 2194
		SP:Iteration 13Q (20044.400000 sec): 3 clusters
  Score: Raw -18951226.406068 + Penalty 13680.517803 = -18937545.888266
  nChanged 1849
		SP:Iteration 14Q (20044.940000 sec): 3 clusters
  Score: Raw -18952075.937196 + Penalty 13680.517803 = -18938395.419393
  nChanged 1709
		SP:Iteration 15Q (20045.470000 sec): 3 clusters
  Score: Raw -18952956.695551 + Penalty 13680.517803 = -18939276.177748
  nChanged 1643
		SP:Iteration 16Q (20046.000000 sec): 3 clusters
  Score: Raw -18953870.965369 + Penalty 13680.517803 = -18940190.447566
  nChanged 1503
		SP:Iteration 17Q (20046.530000 sec): 3 clusters
  Score: Raw -18954749.554157 + Penalty 13680.517803 = -18941069.036354
  nChanged 1441
		SP:Iteration 18Q (20047.040000 sec): 3 clusters
  Score: Raw -18955640.498285 + Penalty 13680.517803 = -18941959.980482
  nChanged 1324
		SP:Iteration 19Q (20047.540000 sec): 3 clusters
  Score: Raw -18956450.858161 + Penalty 13680.517803 = -18942770.340359
  nChanged 1223
		SP:Iteration 20F (20048.080000 sec): 3 clusters
  Score: Raw -18957155.729965 + Penalty 13680.517803 = -18943475.212163
  nChanged 997
		SP:Iteration 21Q (20048.560000 sec): 3 clusters
  Score: Raw -18957682.957481 + Penalty 13680.517803 = -18944002.439679
  nChanged 891
		SP:Iteration 22Q (20049.020000 sec): 3 clusters
  Score: Raw -18958120.502054 + Penalty 13680.517803 = -18944439.984252
  nChanged 790
		SP:Iteration 23Q (20049.480000 sec): 3 clusters
  Score: Raw -18958497.085994 + Penalty 13680.517803 = -18944816.568191
  nChanged 655
		SP:Iteration 24Q (20049.930000 sec): 3 clusters
  Score: Raw -18958775.640132 + Penalty 13680.517803 = -18945095.122330
  nChanged 532
		SP:Iteration 25Q (20050.370000 sec): 3 clusters
  Score: Raw -18958971.800027 + Penalty 13680.517803 = -18945291.282225
  nChanged 474
		SP:Iteration 26Q (20050.810000 sec): 3 clusters
  Score: Raw -18959155.510698 + Penalty 13680.517803 = -18945474.992895
  nChanged 444
		SP:Iteration 27Q (20051.240000 sec): 3 clusters
  Score: Raw -18959319.309556 + Penalty 13680.517803 = -18945638.791753
  nChanged 375
		SP:Iteration 28Q (20051.670000 sec): 3 clusters
  Score: Raw -18959449.766989 + Penalty 13680.517803 = -18945769.249186
  nChanged 347
		SP:Iteration 29Q (20052.100000 sec): 3 clusters
  Score: Raw -18959571.278517 + Penalty 13680.517803 = -18945890.760714
  nChanged 338
		SP:Iteration 30Q (20052.520000 sec): 3 clusters
  Score: Raw -18959690.349749 + Penalty 13680.517803 = -18946009.831946
  nChanged 313
		SP:Iteration 31Q (20052.940000 sec): 3 clusters
  Score: Raw -18959792.364034 + Penalty 13680.517803 = -18946111.846231
  nChanged 279
		SP:Iteration 32Q (20053.360000 sec): 3 clusters
  Score: Raw -18959875.713120 + Penalty 13680.517803 = -18946195.195318
  nChanged 243
		SP:Iteration 33Q (20053.770000 sec): 3 clusters
  Score: Raw -18959948.832721 + Penalty 13680.517803 = -18946268.314918
  nChanged 233
		SP:Iteration 34Q (20054.180000 sec): 3 clusters
  Score: Raw -18960014.684703 + Penalty 13680.517803 = -18946334.166900
  nChanged 193
		SP:Iteration 35Q (20054.590000 sec): 3 clusters
  Score: Raw -18960069.570398 + Penalty 13680.517803 = -18946389.052596
  nChanged 195
		SP:Iteration 36Q (20055.010000 sec): 3 clusters
  Score: Raw -18960124.498907 + Penalty 13680.517803 = -18946443.981104
  nChanged 175
		SP:Iteration 37Q (20055.420000 sec): 3 clusters
  Score: Raw -18960173.959246 + Penalty 13680.517803 = -18946493.441443
  nChanged 162
		SP:Iteration 38Q (20055.830000 sec): 3 clusters
  Score: Raw -18960222.002761 + Penalty 13680.517803 = -18946541.484958
  nChanged 158
		SP:Iteration 39Q (20056.230000 sec): 3 clusters
  Score: Raw -18960273.808707 + Penalty 13680.517803 = -18946593.290904
  nChanged 145
		SP:Iteration 40F (20056.760000 sec): 3 clusters
  Score: Raw -18960319.454489 + Penalty 13680.517803 = -18946638.936686
  nChanged 143
		SP:Iteration 41Q (20057.170000 sec): 3 clusters
  Score: Raw -18960366.914610 + Penalty 13680.517803 = -18946686.396807
  nChanged 139
		SP:Iteration 42Q (20057.580000 sec): 3 clusters
  Score: Raw -18960412.014377 + Penalty 13680.517803 = -18946731.496575
  nChanged 146
		SP:Iteration 43Q (20057.980000 sec): 3 clusters
  Score: Raw -18960457.572478 + Penalty 13680.517803 = -18946777.054675
  nChanged 125
		SP:Iteration 44Q (20058.380000 sec): 3 clusters
  Score: Raw -18960496.252542 + Penalty 13680.517803 = -18946815.734739
  nChanged 105
		SP:Iteration 45Q (20058.780000 sec): 3 clusters
  Score: Raw -18960528.875233 + Penalty 13680.517803 = -18946848.357430
  nChanged 122
		SP:Iteration 46Q (20059.180000 sec): 3 clusters
  Score: Raw -18960567.795449 + Penalty 13680.517803 = -18946887.277646
  nChanged 97
		SP:Iteration 47Q (20059.570000 sec): 3 clusters
  Score: Raw -18960591.814140 + Penalty 13680.517803 = -18946911.296338
  nChanged 71
		SP:Iteration 48Q (20059.970000 sec): 3 clusters
  Score: Raw -18960609.435335 + Penalty 13680.517803 = -18946928.917532
  nChanged 51
		SP:Iteration 49Q (20060.370000 sec): 3 clusters
  Score: Raw -18960623.988162 + Penalty 13680.517803 = -18946943.470359
  nChanged 43
		SP:Iteration 50Q (20060.770000 sec): 3 clusters
  Score: Raw -18960634.975783 + Penalty 13680.517803 = -18946954.457980
  nChanged 37
		SP:Iteration 51Q (20061.160000 sec): 3 clusters
  Score: Raw -18960643.961825 + Penalty 13680.517803 = -18946963.444022
  nChanged 38
		SP:Iteration 52Q (20061.550000 sec): 3 clusters
  Score: Raw -18960654.409662 + Penalty 13680.517803 = -18946973.891859
  nChanged 37
		SP:Iteration 53Q (20061.950000 sec): 3 clusters
  Score: Raw -18960663.996083 + Penalty 13680.517803 = -18946983.478280
  nChanged 38
		SP:Iteration 54Q (20062.340000 sec): 3 clusters
  Score: Raw -18960674.009376 + Penalty 13680.517803 = -18946993.491573
  nChanged 41
		SP:Iteration 55Q (20062.730000 sec): 3 clusters
  Score: Raw -18960684.285027 + Penalty 13680.517803 = -18947003.767224
  nChanged 37
		SP:Iteration 56Q (20063.130000 sec): 3 clusters
  Score: Raw -18960694.654772 + Penalty 13680.517803 = -18947014.136969
  nChanged 25
		SP:Iteration 57Q (20063.520000 sec): 3 clusters
  Score: Raw -18960701.927948 + Penalty 13680.517803 = -18947021.410145
  nChanged 32
		SP:Iteration 58Q (20063.910000 sec): 3 clusters
  Score: Raw -18960711.182233 + Penalty 13680.517803 = -18947030.664430
  nChanged 34
		SP:Iteration 59Q (20064.300000 sec): 3 clusters
  Score: Raw -18960721.347401 + Penalty 13680.517803 = -18947040.829598
  nChanged 36
		SP:Iteration 60F (20064.840000 sec): 3 clusters
  Score: Raw -18960730.959017 + Penalty 13680.517803 = -18947050.441214
  nChanged 28
		SP:Iteration 61Q (20065.230000 sec): 3 clusters
  Score: Raw -18960740.388995 + Penalty 13680.517803 = -18947059.871192
  nChanged 35
		SP:Iteration 62Q (20065.620000 sec): 3 clusters
  Score: Raw -18960750.431606 + Penalty 13680.517803 = -18947069.913804
  nChanged 24
		SP:Iteration 63Q (20066.010000 sec): 3 clusters
  Score: Raw -18960756.402787 + Penalty 13680.517803 = -18947075.884984
  nChanged 23
		SP:Iteration 64Q (20066.400000 sec): 3 clusters
  Score: Raw -18960762.463449 + Penalty 13680.517803 = -18947081.945646
  nChanged 26
		SP:Iteration 65Q (20066.790000 sec): 3 clusters
  Score: Raw -18960769.057626 + Penalty 13680.517803 = -18947088.539823
  nChanged 26
		SP:Iteration 66Q (20067.190000 sec): 3 clusters
  Score: Raw -18960775.510744 + Penalty 13680.517803 = -18947094.992941
  nChanged 19
		SP:Iteration 67Q (20067.570000 sec): 3 clusters
  Score: Raw -18960780.679297 + Penalty 13680.517803 = -18947100.161494
  nChanged 17
		SP:Iteration 68Q (20067.970000 sec): 3 clusters
  Score: Raw -18960784.836034 + Penalty 13680.517803 = -18947104.318231
  nChanged 16
		SP:Iteration 69Q (20068.350000 sec): 3 clusters
  Score: Raw -18960788.918796 + Penalty 13680.517803 = -18947108.400993
  nChanged 18
		SP:Iteration 70Q (20068.750000 sec): 3 clusters
  Score: Raw -18960793.583169 + Penalty 13680.517803 = -18947113.065366
  nChanged 11
		SP:Iteration 71Q (20069.140000 sec): 3 clusters
  Score: Raw -18960796.501758 + Penalty 13680.517803 = -18947115.983955
  nChanged 10
		SP:Iteration 72Q (20069.540000 sec): 3 clusters
  Score: Raw -18960798.650750 + Penalty 13680.517803 = -18947118.132947
  nChanged 5
		SP:Iteration 73Q (20069.920000 sec): 3 clusters
  Score: Raw -18960799.606915 + Penalty 13680.517803 = -18947119.089113
  nChanged 4
		SP:Iteration 74Q (20070.320000 sec): 3 clusters
  Score: Raw -18960800.700087 + Penalty 13680.517803 = -18947120.182284
  nChanged 8
		SP:Iteration 75Q (20070.710000 sec): 3 clusters
  Score: Raw -18960802.712536 + Penalty 13680.517803 = -18947122.194733
  nChanged 6
		SP:Iteration 76Q (20071.100000 sec): 3 clusters
  Score: Raw -18960803.931443 + Penalty 13680.517803 = -18947123.413640
  nChanged 1
		SP:Iteration 77Q (20071.490000 sec): 3 clusters
  Score: Raw -18960804.069298 + Penalty 13680.517803 = -18947123.551495
  nChanged 0
		SP:Iteration 78F (20072.020000 sec): 3 clusters
  Score: Raw -18960804.069298 + Penalty 13680.517803 = -18947123.551495
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 11 (57571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20072.370000 sec): 2 clusters
  Score: Raw -15359978.377106 + Penalty 6713.474227 = -15353264.902879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20072.800000 sec): 3 clusters
  Score: Raw -15326168.587845 + Penalty 13426.948453 = -15312741.639391
  nChanged 25586
		SP:Iteration 1F (20073.240000 sec): 3 clusters
  Score: Raw -15339851.034066 + Penalty 13426.948453 = -15326424.085613
  nChanged 2910
		SP:Iteration 2F (20073.680000 sec): 3 clusters
  Score: Raw -15340847.502432 + Penalty 13426.948453 = -15327420.553978
  nChanged 2453
		SP:Iteration 3Q (20074.120000 sec): 3 clusters
  Score: Raw -15341596.401490 + Penalty 13426.948453 = -15328169.453036
  nChanged 2115
		SP:Iteration 4Q (20074.560000 sec): 3 clusters
  Score: Raw -15342215.181063 + Penalty 13426.948453 = -15328788.232609
  nChanged 1898
		SP:Iteration 5Q (20075.000000 sec): 3 clusters
  Score: Raw -15342763.953124 + Penalty 13426.948453 = -15329337.004671
  nChanged 1730
		SP:Iteration 6Q (20075.440000 sec): 3 clusters
  Score: Raw -15343232.080379 + Penalty 13426.948453 = -15329805.131926
  nChanged 1521
		SP:Iteration 7Q (20075.880000 sec): 3 clusters
  Score: Raw -15343626.635599 + Penalty 13426.948453 = -15330199.687146
  nChanged 1381
		SP:Iteration 8Q (20076.320000 sec): 3 clusters
  Score: Raw -15343962.953475 + Penalty 13426.948453 = -15330536.005021
  nChanged 1356
		SP:Iteration 9Q (20076.760000 sec): 3 clusters
  Score: Raw -15344284.597089 + Penalty 13426.948453 = -15330857.648635
  nChanged 1238
		SP:Iteration 10Q (20077.200000 sec): 3 clusters
  Score: Raw -15344572.268469 + Penalty 13426.948453 = -15331145.320015
  nChanged 1176
		SP:Iteration 11Q (20077.640000 sec): 3 clusters
  Score: Raw -15344844.120048 + Penalty 13426.948453 = -15331417.171595
  nChanged 1140
		SP:Iteration 12Q (20078.080000 sec): 3 clusters
  Score: Raw -15345101.311025 + Penalty 13426.948453 = -15331674.362571
  nChanged 1082
		SP:Iteration 13Q (20078.520000 sec): 3 clusters
  Score: Raw -15345338.686036 + Penalty 13426.948453 = -15331911.737583
  nChanged 1047
		SP:Iteration 14Q (20078.960000 sec): 3 clusters
  Score: Raw -15345568.009583 + Penalty 13426.948453 = -15332141.061129
  nChanged 1012
		SP:Iteration 15Q (20079.390000 sec): 3 clusters
  Score: Raw -15345797.651657 + Penalty 13426.948453 = -15332370.703204
  nChanged 1007
		SP:Iteration 16Q (20079.830000 sec): 3 clusters
  Score: Raw -15346032.215047 + Penalty 13426.948453 = -15332605.266594
  nChanged 1059
		SP:Iteration 17Q (20080.260000 sec): 3 clusters
  Score: Raw -15346313.600277 + Penalty 13426.948453 = -15332886.651823
  nChanged 1172
		SP:Iteration 18Q (20080.700000 sec): 3 clusters
  Score: Raw -15346654.922891 + Penalty 13426.948453 = -15333227.974438
  nChanged 1414
		SP:Iteration 19Q (20081.140000 sec): 3 clusters
  Score: Raw -15347123.705982 + Penalty 13426.948453 = -15333696.757528
  nChanged 1642
		SP:Iteration 20F (20081.580000 sec): 3 clusters
  Score: Raw -15347734.159426 + Penalty 13426.948453 = -15334307.210972
  nChanged 1925
		SP:Iteration 21Q (20082.010000 sec): 3 clusters
  Score: Raw -15348579.819023 + Penalty 13426.948453 = -15335152.870570
  nChanged 2296
		SP:Iteration 22Q (20082.450000 sec): 3 clusters
  Score: Raw -15349733.142294 + Penalty 13426.948453 = -15336306.193840
  nChanged 2646
		SP:Iteration 23Q (20082.880000 sec): 3 clusters
  Score: Raw -15351241.460787 + Penalty 13426.948453 = -15337814.512334
  nChanged 2862
		SP:Iteration 24Q (20083.310000 sec): 3 clusters
  Score: Raw -15353113.172275 + Penalty 13426.948453 = -15339686.223822
  nChanged 2935
		SP:Iteration 25F (20083.740000 sec): 3 clusters
  Score: Raw -15355254.108199 + Penalty 13426.948453 = -15341827.159746
  nChanged 2591
		SP:Iteration 26Q (20084.160000 sec): 3 clusters
  Score: Raw -15357302.675514 + Penalty 13426.948453 = -15343875.727061
  nChanged 1937
		SP:Iteration 27Q (20084.560000 sec): 3 clusters
  Score: Raw -15358846.348694 + Penalty 13426.948453 = -15345419.400241
  nChanged 1182
		SP:Iteration 28Q (20084.950000 sec): 3 clusters
  Score: Raw -15359757.836145 + Penalty 13426.948453 = -15346330.887692
  nChanged 709
		SP:Iteration 29Q (20085.330000 sec): 3 clusters
  Score: Raw -15360276.604869 + Penalty 13426.948453 = -15346849.656416
  nChanged 346
		SP:Iteration 30Q (20085.690000 sec): 3 clusters
  Score: Raw -15360526.090425 + Penalty 13426.948453 = -15347099.141971
  nChanged 210
		SP:Iteration 31Q (20086.040000 sec): 3 clusters
  Score: Raw -15360669.767377 + Penalty 13426.948453 = -15347242.818924
  nChanged 122
		SP:Iteration 32Q (20086.380000 sec): 3 clusters
  Score: Raw -15360761.414512 + Penalty 13426.948453 = -15347334.466058
  nChanged 82
		SP:Iteration 33Q (20086.720000 sec): 3 clusters
  Score: Raw -15360819.406158 + Penalty 13426.948453 = -15347392.457705
  nChanged 63
		SP:Iteration 34Q (20087.060000 sec): 3 clusters
  Score: Raw -15360865.140876 + Penalty 13426.948453 = -15347438.192423
  nChanged 45
		SP:Iteration 35Q (20087.390000 sec): 3 clusters
  Score: Raw -15360898.338467 + Penalty 13426.948453 = -15347471.390013
  nChanged 39
		SP:Iteration 36Q (20087.720000 sec): 3 clusters
  Score: Raw -15360927.128992 + Penalty 13426.948453 = -15347500.180538
  nChanged 28
		SP:Iteration 37Q (20088.050000 sec): 3 clusters
  Score: Raw -15360947.451446 + Penalty 13426.948453 = -15347520.502992
  nChanged 26
		SP:Iteration 38Q (20088.370000 sec): 3 clusters
  Score: Raw -15360967.734674 + Penalty 13426.948453 = -15347540.786221
  nChanged 22
		SP:Iteration 39Q (20088.700000 sec): 3 clusters
  Score: Raw -15360985.159935 + Penalty 13426.948453 = -15347558.211482
  nChanged 25
		SP:Iteration 40F (20089.130000 sec): 3 clusters
  Score: Raw -15361004.833444 + Penalty 13426.948453 = -15347577.884991
  nChanged 24
		SP:Iteration 41Q (20089.450000 sec): 3 clusters
  Score: Raw -15361021.453996 + Penalty 13426.948453 = -15347594.505543
  nChanged 17
		SP:Iteration 42Q (20089.780000 sec): 3 clusters
  Score: Raw -15361035.441091 + Penalty 13426.948453 = -15347608.492638
  nChanged 8
		SP:Iteration 43Q (20090.110000 sec): 3 clusters
  Score: Raw -15361040.853340 + Penalty 13426.948453 = -15347613.904886
  nChanged 7
		SP:Iteration 44Q (20090.430000 sec): 3 clusters
  Score: Raw -15361046.041788 + Penalty 13426.948453 = -15347619.093335
  nChanged 5
		SP:Iteration 45Q (20090.770000 sec): 3 clusters
  Score: Raw -15361049.087323 + Penalty 13426.948453 = -15347622.138869
  nChanged 1
		SP:Iteration 46Q (20091.100000 sec): 3 clusters
  Score: Raw -15361049.993792 + Penalty 13426.948453 = -15347623.045338
  nChanged 0
		SP:Iteration 47F (20091.530000 sec): 3 clusters
  Score: Raw -15361049.993792 + Penalty 13426.948453 = -15347623.045338
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 12 (24895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20091.700000 sec): 2 clusters
  Score: Raw -6367280.584447 + Penalty 6199.983634 = -6361080.600813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20091.890000 sec): 3 clusters
  Score: Raw -6353863.728090 + Penalty 12399.967267 = -6341463.760823
  nChanged 10289
		SP:Iteration 1F (20092.080000 sec): 3 clusters
  Score: Raw -6359596.888479 + Penalty 12399.967267 = -6347196.921211
  nChanged 1791
		SP:Iteration 2F (20092.270000 sec): 3 clusters
  Score: Raw -6360842.025045 + Penalty 12399.967267 = -6348442.057778
  nChanged 1710
		SP:Iteration 3F (20092.450000 sec): 3 clusters
  Score: Raw -6362384.539679 + Penalty 12399.967267 = -6349984.572411
  nChanged 1841
		SP:Iteration 4F (20092.640000 sec): 3 clusters
  Score: Raw -6364258.110294 + Penalty 12399.967267 = -6351858.143026
  nChanged 1818
		SP:Iteration 5F (20092.830000 sec): 3 clusters
  Score: Raw -6366096.787804 + Penalty 12399.967267 = -6353696.820537
  nChanged 1762
		SP:Iteration 6F (20093.020000 sec): 3 clusters
  Score: Raw -6367682.704139 + Penalty 12399.967267 = -6355282.736872
  nChanged 1495
		SP:Iteration 7F (20093.210000 sec): 3 clusters
  Score: Raw -6368803.993224 + Penalty 12399.967267 = -6356404.025957
  nChanged 1148
		SP:Iteration 8Q (20093.390000 sec): 3 clusters
  Score: Raw -6369476.039431 + Penalty 12399.967267 = -6357076.072164
  nChanged 803
		SP:Iteration 9Q (20093.570000 sec): 3 clusters
  Score: Raw -6369878.676065 + Penalty 12399.967267 = -6357478.708797
  nChanged 612
		SP:Iteration 10Q (20093.750000 sec): 3 clusters
  Score: Raw -6370124.535369 + Penalty 12399.967267 = -6357724.568101
  nChanged 409
		SP:Iteration 11Q (20093.930000 sec): 3 clusters
  Score: Raw -6370268.742908 + Penalty 12399.967267 = -6357868.775641
  nChanged 322
		SP:Iteration 12Q (20094.110000 sec): 3 clusters
  Score: Raw -6370374.077755 + Penalty 12399.967267 = -6357974.110487
  nChanged 257
		SP:Iteration 13Q (20094.290000 sec): 3 clusters
  Score: Raw -6370446.855409 + Penalty 12399.967267 = -6358046.888142
  nChanged 193
		SP:Iteration 14Q (20094.470000 sec): 3 clusters
  Score: Raw -6370496.192663 + Penalty 12399.967267 = -6358096.225395
  nChanged 154
		SP:Iteration 15Q (20094.650000 sec): 3 clusters
  Score: Raw -6370531.946529 + Penalty 12399.967267 = -6358131.979262
  nChanged 112
		SP:Iteration 16Q (20094.830000 sec): 3 clusters
  Score: Raw -6370555.394491 + Penalty 12399.967267 = -6358155.427223
  nChanged 107
		SP:Iteration 17Q (20095.010000 sec): 3 clusters
  Score: Raw -6370577.038566 + Penalty 12399.967267 = -6358177.071299
  nChanged 76
		SP:Iteration 18Q (20095.200000 sec): 3 clusters
  Score: Raw -6370590.024091 + Penalty 12399.967267 = -6358190.056823
  nChanged 60
		SP:Iteration 19Q (20095.370000 sec): 3 clusters
  Score: Raw -6370600.714364 + Penalty 12399.967267 = -6358200.747096
  nChanged 61
		SP:Iteration 20F (20095.560000 sec): 3 clusters
  Score: Raw -6370612.848438 + Penalty 12399.967267 = -6358212.881171
  nChanged 66
		SP:Iteration 21Q (20095.740000 sec): 3 clusters
  Score: Raw -6370626.521208 + Penalty 12399.967267 = -6358226.553941
  nChanged 64
		SP:Iteration 22Q (20095.930000 sec): 3 clusters
  Score: Raw -6370639.496773 + Penalty 12399.967267 = -6358239.529506
  nChanged 71
		SP:Iteration 23Q (20096.110000 sec): 3 clusters
  Score: Raw -6370652.839804 + Penalty 12399.967267 = -6358252.872537
  nChanged 70
		SP:Iteration 24Q (20096.290000 sec): 3 clusters
  Score: Raw -6370667.351916 + Penalty 12399.967267 = -6358267.384649
  nChanged 55
		SP:Iteration 25Q (20096.470000 sec): 3 clusters
  Score: Raw -6370676.575477 + Penalty 12399.967267 = -6358276.608210
  nChanged 41
		SP:Iteration 26Q (20096.650000 sec): 3 clusters
  Score: Raw -6370683.829429 + Penalty 12399.967267 = -6358283.862161
  nChanged 39
		SP:Iteration 27Q (20096.830000 sec): 3 clusters
  Score: Raw -6370691.294121 + Penalty 12399.967267 = -6358291.326854
  nChanged 46
		SP:Iteration 28Q (20097.010000 sec): 3 clusters
  Score: Raw -6370699.847252 + Penalty 12399.967267 = -6358299.879985
  nChanged 39
		SP:Iteration 29Q (20097.190000 sec): 3 clusters
  Score: Raw -6370705.827923 + Penalty 12399.967267 = -6358305.860656
  nChanged 32
		SP:Iteration 30Q (20097.380000 sec): 3 clusters
  Score: Raw -6370710.554602 + Penalty 12399.967267 = -6358310.587335
  nChanged 20
		SP:Iteration 31Q (20097.560000 sec): 3 clusters
  Score: Raw -6370714.622625 + Penalty 12399.967267 = -6358314.655357
  nChanged 26
		SP:Iteration 32Q (20097.740000 sec): 3 clusters
  Score: Raw -6370719.673139 + Penalty 12399.967267 = -6358319.705872
  nChanged 22
		SP:Iteration 33Q (20097.920000 sec): 3 clusters
  Score: Raw -6370722.629745 + Penalty 12399.967267 = -6358322.662477
  nChanged 14
		SP:Iteration 34Q (20098.100000 sec): 3 clusters
  Score: Raw -6370725.067158 + Penalty 12399.967267 = -6358325.099890
  nChanged 11
		SP:Iteration 35Q (20098.280000 sec): 3 clusters
  Score: Raw -6370726.855621 + Penalty 12399.967267 = -6358326.888353
  nChanged 12
		SP:Iteration 36Q (20098.470000 sec): 3 clusters
  Score: Raw -6370728.828590 + Penalty 12399.967267 = -6358328.861323
  nChanged 17
		SP:Iteration 37Q (20098.640000 sec): 3 clusters
  Score: Raw -6370731.462863 + Penalty 12399.967267 = -6358331.495596
  nChanged 21
		SP:Iteration 38Q (20098.830000 sec): 3 clusters
  Score: Raw -6370734.592999 + Penalty 12399.967267 = -6358334.625732
  nChanged 12
		SP:Iteration 39Q (20099.010000 sec): 3 clusters
  Score: Raw -6370736.311363 + Penalty 12399.967267 = -6358336.344096
  nChanged 6
		SP:Iteration 40F (20099.200000 sec): 3 clusters
  Score: Raw -6370737.171735 + Penalty 12399.967267 = -6358337.204468
  nChanged 10
		SP:Iteration 41Q (20099.380000 sec): 3 clusters
  Score: Raw -6370739.150034 + Penalty 12399.967267 = -6358339.182767
  nChanged 10
		SP:Iteration 42Q (20099.560000 sec): 3 clusters
  Score: Raw -6370740.745138 + Penalty 12399.967267 = -6358340.777871
  nChanged 10
		SP:Iteration 43Q (20099.750000 sec): 3 clusters
  Score: Raw -6370742.086358 + Penalty 12399.967267 = -6358342.119091
  nChanged 10
		SP:Iteration 44Q (20099.930000 sec): 3 clusters
  Score: Raw -6370743.547513 + Penalty 12399.967267 = -6358343.580246
  nChanged 9
		SP:Iteration 45Q (20100.120000 sec): 3 clusters
  Score: Raw -6370745.079035 + Penalty 12399.967267 = -6358345.111768
  nChanged 12
		SP:Iteration 46Q (20100.300000 sec): 3 clusters
  Score: Raw -6370746.606139 + Penalty 12399.967267 = -6358346.638871
  nChanged 6
		SP:Iteration 47Q (20100.480000 sec): 3 clusters
  Score: Raw -6370747.502711 + Penalty 12399.967267 = -6358347.535443
  nChanged 3
		SP:Iteration 48Q (20100.660000 sec): 3 clusters
  Score: Raw -6370747.961512 + Penalty 12399.967267 = -6358347.994245
  nChanged 4
		SP:Iteration 49Q (20100.840000 sec): 3 clusters
  Score: Raw -6370749.221959 + Penalty 12399.967267 = -6358349.254692
  nChanged 8
		SP:Iteration 50Q (20101.020000 sec): 3 clusters
  Score: Raw -6370750.744799 + Penalty 12399.967267 = -6358350.777532
  nChanged 10
		SP:Iteration 51Q (20101.210000 sec): 3 clusters
  Score: Raw -6370752.367942 + Penalty 12399.967267 = -6358352.400674
  nChanged 8
		SP:Iteration 52Q (20101.390000 sec): 3 clusters
  Score: Raw -6370753.653795 + Penalty 12399.967267 = -6358353.686528
  nChanged 4
		SP:Iteration 53Q (20101.570000 sec): 3 clusters
  Score: Raw -6370754.480564 + Penalty 12399.967267 = -6358354.513297
  nChanged 5
		SP:Iteration 54Q (20101.750000 sec): 3 clusters
  Score: Raw -6370755.443455 + Penalty 12399.967267 = -6358355.476188
  nChanged 9
		SP:Iteration 55Q (20101.930000 sec): 3 clusters
  Score: Raw -6370756.644425 + Penalty 12399.967267 = -6358356.677158
  nChanged 7
		SP:Iteration 56Q (20102.110000 sec): 3 clusters
  Score: Raw -6370757.736433 + Penalty 12399.967267 = -6358357.769165
  nChanged 2
		SP:Iteration 57Q (20102.290000 sec): 3 clusters
  Score: Raw -6370758.090642 + Penalty 12399.967267 = -6358358.123374
  nChanged 2
		SP:Iteration 58Q (20102.470000 sec): 3 clusters
  Score: Raw -6370758.345662 + Penalty 12399.967267 = -6358358.378395
  nChanged 1
		SP:Iteration 59Q (20102.650000 sec): 3 clusters
  Score: Raw -6370758.524989 + Penalty 12399.967267 = -6358358.557722
  nChanged 1
		SP:Iteration 60F (20102.830000 sec): 3 clusters
  Score: Raw -6370758.713842 + Penalty 12399.967267 = -6358358.746574
  nChanged 1
		SP:Iteration 61Q (20103.020000 sec): 3 clusters
  Score: Raw -6370758.792451 + Penalty 12399.967267 = -6358358.825184
  nChanged 0
		SP:Iteration 62F (20103.200000 sec): 3 clusters
  Score: Raw -6370758.792451 + Penalty 12399.967267 = -6358358.825184
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 13 (418925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20105.860000 sec): 2 clusters
  Score: Raw -110947154.752446 + Penalty 7929.086401 = -110939225.666045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20109.070000 sec): 3 clusters
  Score: Raw -110673908.646377 + Penalty 15858.172802 = -110658050.473576
  nChanged 200807
		SP:Iteration 1F (20112.280000 sec): 3 clusters
  Score: Raw -110791013.830132 + Penalty 15858.172802 = -110775155.657330
  nChanged 10943
		SP:Iteration 2Q (20115.510000 sec): 3 clusters
  Score: Raw -110793303.543889 + Penalty 15858.172802 = -110777445.371087
  nChanged 12382
		SP:Iteration 3Q (20118.750000 sec): 3 clusters
  Score: Raw -110796702.983500 + Penalty 15858.172802 = -110780844.810698
  nChanged 16026
		SP:Iteration 4Q (20121.960000 sec): 3 clusters
  Score: Raw -110802822.015947 + Penalty 15858.172802 = -110786963.843145
  nChanged 22928
		SP:Iteration 5F (20125.170000 sec): 3 clusters
  Score: Raw -110814929.009896 + Penalty 15858.172802 = -110799070.837094
  nChanged 31935
		SP:Iteration 6F (20128.370000 sec): 3 clusters
  Score: Raw -110837617.654835 + Penalty 15858.172802 = -110821759.482033
  nChanged 39761
		SP:Iteration 7F (20131.580000 sec): 3 clusters
  Score: Raw -110873291.238851 + Penalty 15858.172802 = -110857433.066049
  nChanged 38288
		SP:Iteration 8F (20134.760000 sec): 3 clusters
  Score: Raw -110912272.257941 + Penalty 15858.172802 = -110896414.085139
  nChanged 23963
		SP:Iteration 9F (20137.920000 sec): 3 clusters
  Score: Raw -110936755.293811 + Penalty 15858.172802 = -110920897.121009
  nChanged 8659
		SP:Iteration 10Q (20140.690000 sec): 3 clusters
  Score: Raw -110945154.809473 + Penalty 15858.172802 = -110929296.636671
  nChanged 1976
		SP:Iteration 11Q (20143.060000 sec): 3 clusters
  Score: Raw -110947101.179380 + Penalty 15858.172802 = -110931243.006578
  nChanged 429
		SP:Iteration 12Q (20145.230000 sec): 3 clusters
  Score: Raw -110947625.956430 + Penalty 15858.172802 = -110931767.783628
  nChanged 133
		SP:Iteration 13Q (20147.350000 sec): 3 clusters
  Score: Raw -110947828.260724 + Penalty 15858.172802 = -110931970.087922
  nChanged 69
		SP:Iteration 14Q (20149.460000 sec): 3 clusters
  Score: Raw -110947938.010997 + Penalty 15858.172802 = -110932079.838195
  nChanged 43
		SP:Iteration 15Q (20151.570000 sec): 3 clusters
  Score: Raw -110948014.105885 + Penalty 15858.172802 = -110932155.933083
  nChanged 33
		SP:Iteration 16Q (20153.660000 sec): 3 clusters
  Score: Raw -110948063.985163 + Penalty 15858.172802 = -110932205.812361
  nChanged 22
		SP:Iteration 17Q (20155.750000 sec): 3 clusters
  Score: Raw -110948097.051329 + Penalty 15858.172802 = -110932238.878527
  nChanged 14
		SP:Iteration 18Q (20157.830000 sec): 3 clusters
  Score: Raw -110948114.567040 + Penalty 15858.172802 = -110932256.394238
  nChanged 6
		SP:Iteration 19Q (20159.910000 sec): 3 clusters
  Score: Raw -110948122.089814 + Penalty 15858.172802 = -110932263.917012
  nChanged 2
		SP:Iteration 20F (20163.060000 sec): 3 clusters
  Score: Raw -110948125.044519 + Penalty 15858.172802 = -110932266.871717
  nChanged 4
		SP:Iteration 21Q (20165.150000 sec): 3 clusters
  Score: Raw -110948128.483728 + Penalty 15858.172802 = -110932270.310926
  nChanged 2
		SP:Iteration 22Q (20167.240000 sec): 3 clusters
  Score: Raw -110948130.432618 + Penalty 15858.172802 = -110932272.259816
  nChanged 0
		SP:Iteration 23F (20170.390000 sec): 3 clusters
  Score: Raw -110948130.432618 + Penalty 15858.172802 = -110932272.259816
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 14 (22049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20170.770000 sec): 2 clusters
  Score: Raw -5872672.120065 + Penalty 6125.626299 = -5866546.493767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20170.930000 sec): 3 clusters
  Score: Raw -5860967.039587 + Penalty 12251.252597 = -5848715.786989
  nChanged 8919
		SP:Iteration 1F (20171.100000 sec): 3 clusters
  Score: Raw -5865808.958874 + Penalty 12251.252597 = -5853557.706276
  nChanged 1459
		SP:Iteration 2F (20171.270000 sec): 3 clusters
  Score: Raw -5866571.491013 + Penalty 12251.252597 = -5854320.238416
  nChanged 1226
		SP:Iteration 3F (20171.430000 sec): 3 clusters
  Score: Raw -5867318.411085 + Penalty 12251.252597 = -5855067.158488
  nChanged 1295
		SP:Iteration 4F (20171.600000 sec): 3 clusters
  Score: Raw -5868280.656300 + Penalty 12251.252597 = -5856029.403703
  nChanged 1415
		SP:Iteration 5F (20171.760000 sec): 3 clusters
  Score: Raw -5869565.478960 + Penalty 12251.252597 = -5857314.226363
  nChanged 1557
		SP:Iteration 6F (20171.930000 sec): 3 clusters
  Score: Raw -5870995.663741 + Penalty 12251.252597 = -5858744.411144
  nChanged 1446
		SP:Iteration 7F (20172.090000 sec): 3 clusters
  Score: Raw -5872182.160702 + Penalty 12251.252597 = -5859930.908104
  nChanged 1181
		SP:Iteration 8F (20172.260000 sec): 3 clusters
  Score: Raw -5872953.907451 + Penalty 12251.252597 = -5860702.654854
  nChanged 833
		SP:Iteration 9Q (20172.420000 sec): 3 clusters
  Score: Raw -5873372.374022 + Penalty 12251.252597 = -5861121.121425
  nChanged 546
		SP:Iteration 10Q (20172.590000 sec): 3 clusters
  Score: Raw -5873588.636235 + Penalty 12251.252597 = -5861337.383638
  nChanged 367
		SP:Iteration 11Q (20172.750000 sec): 3 clusters
  Score: Raw -5873712.465263 + Penalty 12251.252597 = -5861461.212665
  nChanged 254
		SP:Iteration 12Q (20172.910000 sec): 3 clusters
  Score: Raw -5873785.721495 + Penalty 12251.252597 = -5861534.468898
  nChanged 174
		SP:Iteration 13Q (20173.070000 sec): 3 clusters
  Score: Raw -5873827.189312 + Penalty 12251.252597 = -5861575.936715
  nChanged 111
		SP:Iteration 14Q (20173.230000 sec): 3 clusters
  Score: Raw -5873853.506823 + Penalty 12251.252597 = -5861602.254226
  nChanged 95
		SP:Iteration 15Q (20173.400000 sec): 3 clusters
  Score: Raw -5873875.441070 + Penalty 12251.252597 = -5861624.188473
  nChanged 73
		SP:Iteration 16Q (20173.560000 sec): 3 clusters
  Score: Raw -5873890.417702 + Penalty 12251.252597 = -5861639.165105
  nChanged 55
		SP:Iteration 17Q (20173.720000 sec): 3 clusters
  Score: Raw -5873900.786262 + Penalty 12251.252597 = -5861649.533664
  nChanged 30
		SP:Iteration 18Q (20173.890000 sec): 3 clusters
  Score: Raw -5873905.575495 + Penalty 12251.252597 = -5861654.322898
  nChanged 27
		SP:Iteration 19Q (20174.050000 sec): 3 clusters
  Score: Raw -5873910.924691 + Penalty 12251.252597 = -5861659.672094
  nChanged 20
		SP:Iteration 20F (20174.210000 sec): 3 clusters
  Score: Raw -5873914.153456 + Penalty 12251.252597 = -5861662.900859
  nChanged 13
		SP:Iteration 21Q (20174.380000 sec): 3 clusters
  Score: Raw -5873916.217214 + Penalty 12251.252597 = -5861664.964617
  nChanged 12
		SP:Iteration 22Q (20174.540000 sec): 3 clusters
  Score: Raw -5873918.221769 + Penalty 12251.252597 = -5861666.969172
  nChanged 10
		SP:Iteration 23Q (20174.700000 sec): 3 clusters
  Score: Raw -5873919.886202 + Penalty 12251.252597 = -5861668.633605
  nChanged 14
		SP:Iteration 24Q (20174.860000 sec): 3 clusters
  Score: Raw -5873922.923995 + Penalty 12251.252597 = -5861671.671397
  nChanged 15
		SP:Iteration 25Q (20175.030000 sec): 3 clusters
  Score: Raw -5873925.660263 + Penalty 12251.252597 = -5861674.407666
  nChanged 13
		SP:Iteration 26Q (20175.190000 sec): 3 clusters
  Score: Raw -5873927.865096 + Penalty 12251.252597 = -5861676.612499
  nChanged 12
		SP:Iteration 27Q (20175.360000 sec): 3 clusters
  Score: Raw -5873929.467306 + Penalty 12251.252597 = -5861678.214709
  nChanged 12
		SP:Iteration 28Q (20175.520000 sec): 3 clusters
  Score: Raw -5873931.936040 + Penalty 12251.252597 = -5861680.683442
  nChanged 9
		SP:Iteration 29Q (20175.680000 sec): 3 clusters
  Score: Raw -5873933.296574 + Penalty 12251.252597 = -5861682.043976
  nChanged 9
		SP:Iteration 30Q (20175.840000 sec): 3 clusters
  Score: Raw -5873934.851948 + Penalty 12251.252597 = -5861683.599351
  nChanged 11
		SP:Iteration 31Q (20176.010000 sec): 3 clusters
  Score: Raw -5873936.863625 + Penalty 12251.252597 = -5861685.611027
  nChanged 13
		SP:Iteration 32Q (20176.180000 sec): 3 clusters
  Score: Raw -5873938.759640 + Penalty 12251.252597 = -5861687.507043
  nChanged 11
		SP:Iteration 33Q (20176.340000 sec): 3 clusters
  Score: Raw -5873940.618736 + Penalty 12251.252597 = -5861689.366138
  nChanged 8
		SP:Iteration 34Q (20176.500000 sec): 3 clusters
  Score: Raw -5873942.048734 + Penalty 12251.252597 = -5861690.796137
  nChanged 11
		SP:Iteration 35Q (20176.670000 sec): 3 clusters
  Score: Raw -5873943.864653 + Penalty 12251.252597 = -5861692.612056
  nChanged 14
		SP:Iteration 36Q (20176.830000 sec): 3 clusters
  Score: Raw -5873946.667328 + Penalty 12251.252597 = -5861695.414730
  nChanged 12
		SP:Iteration 37Q (20176.990000 sec): 3 clusters
  Score: Raw -5873948.706833 + Penalty 12251.252597 = -5861697.454236
  nChanged 10
		SP:Iteration 38Q (20177.160000 sec): 3 clusters
  Score: Raw -5873949.959521 + Penalty 12251.252597 = -5861698.706924
  nChanged 12
		SP:Iteration 39Q (20177.320000 sec): 3 clusters
  Score: Raw -5873952.215980 + Penalty 12251.252597 = -5861700.963383
  nChanged 9
		SP:Iteration 40F (20177.490000 sec): 3 clusters
  Score: Raw -5873953.633911 + Penalty 12251.252597 = -5861702.381314
  nChanged 6
		SP:Iteration 41Q (20177.650000 sec): 3 clusters
  Score: Raw -5873954.804298 + Penalty 12251.252597 = -5861703.551700
  nChanged 2
		SP:Iteration 42Q (20177.810000 sec): 3 clusters
  Score: Raw -5873955.076314 + Penalty 12251.252597 = -5861703.823717
  nChanged 0
		SP:Iteration 43F (20177.970000 sec): 3 clusters
  Score: Raw -5873955.076314 + Penalty 12251.252597 = -5861703.823717
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 15 (16177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20178.080000 sec): 2 clusters
  Score: Raw -4288735.344183 + Penalty 5935.949278 = -4282799.394905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20178.200000 sec): 3 clusters
  Score: Raw -4280581.493145 + Penalty 11871.898555 = -4268709.594590
  nChanged 6431
		SP:Iteration 1F (20178.320000 sec): 3 clusters
  Score: Raw -4284041.831870 + Penalty 11871.898555 = -4272169.933315
  nChanged 1209
		SP:Iteration 2F (20178.440000 sec): 3 clusters
  Score: Raw -4284739.282666 + Penalty 11871.898555 = -4272867.384111
  nChanged 922
		SP:Iteration 3F (20178.560000 sec): 3 clusters
  Score: Raw -4285350.734572 + Penalty 11871.898555 = -4273478.836017
  nChanged 841
		SP:Iteration 4F (20178.680000 sec): 3 clusters
  Score: Raw -4286011.092472 + Penalty 11871.898555 = -4274139.193917
  nChanged 883
		SP:Iteration 5F (20178.810000 sec): 3 clusters
  Score: Raw -4286775.071955 + Penalty 11871.898555 = -4274903.173400
  nChanged 851
		SP:Iteration 6F (20178.930000 sec): 3 clusters
  Score: Raw -4287531.070225 + Penalty 11871.898555 = -4275659.171670
  nChanged 902
		SP:Iteration 7F (20179.040000 sec): 3 clusters
  Score: Raw -4288354.258005 + Penalty 11871.898555 = -4276482.359449
  nChanged 896
		SP:Iteration 8F (20179.160000 sec): 3 clusters
  Score: Raw -4289101.472701 + Penalty 11871.898555 = -4277229.574146
  nChanged 826
		SP:Iteration 9F (20179.280000 sec): 3 clusters
  Score: Raw -4289739.921690 + Penalty 11871.898555 = -4277868.023135
  nChanged 621
		SP:Iteration 10Q (20179.400000 sec): 3 clusters
  Score: Raw -4290163.544546 + Penalty 11871.898555 = -4278291.645991
  nChanged 463
		SP:Iteration 11Q (20179.520000 sec): 3 clusters
  Score: Raw -4290448.667696 + Penalty 11871.898555 = -4278576.769141
  nChanged 372
		SP:Iteration 12Q (20179.630000 sec): 3 clusters
  Score: Raw -4290656.547208 + Penalty 11871.898555 = -4278784.648653
  nChanged 276
		SP:Iteration 13Q (20179.750000 sec): 3 clusters
  Score: Raw -4290792.888888 + Penalty 11871.898555 = -4278920.990332
  nChanged 182
		SP:Iteration 14Q (20179.870000 sec): 3 clusters
  Score: Raw -4290866.409637 + Penalty 11871.898555 = -4278994.511081
  nChanged 137
		SP:Iteration 15Q (20179.980000 sec): 3 clusters
  Score: Raw -4290920.465475 + Penalty 11871.898555 = -4279048.566920
  nChanged 98
		SP:Iteration 16Q (20180.100000 sec): 3 clusters
  Score: Raw -4290951.271794 + Penalty 11871.898555 = -4279079.373239
  nChanged 67
		SP:Iteration 17Q (20180.220000 sec): 3 clusters
  Score: Raw -4290971.410076 + Penalty 11871.898555 = -4279099.511521
  nChanged 52
		SP:Iteration 18Q (20180.330000 sec): 3 clusters
  Score: Raw -4290987.525968 + Penalty 11871.898555 = -4279115.627413
  nChanged 61
		SP:Iteration 19Q (20180.450000 sec): 3 clusters
  Score: Raw -4291009.379396 + Penalty 11871.898555 = -4279137.480841
  nChanged 52
		SP:Iteration 20F (20180.570000 sec): 3 clusters
  Score: Raw -4291027.823951 + Penalty 11871.898555 = -4279155.925396
  nChanged 45
		SP:Iteration 21Q (20180.680000 sec): 3 clusters
  Score: Raw -4291041.503067 + Penalty 11871.898555 = -4279169.604512
  nChanged 30
		SP:Iteration 22Q (20180.800000 sec): 3 clusters
  Score: Raw -4291050.084344 + Penalty 11871.898555 = -4279178.185789
  nChanged 23
		SP:Iteration 23Q (20180.910000 sec): 3 clusters
  Score: Raw -4291055.969682 + Penalty 11871.898555 = -4279184.071127
  nChanged 20
		SP:Iteration 24Q (20181.020000 sec): 3 clusters
  Score: Raw -4291061.519787 + Penalty 11871.898555 = -4279189.621232
  nChanged 10
		SP:Iteration 25Q (20181.140000 sec): 3 clusters
  Score: Raw -4291063.936243 + Penalty 11871.898555 = -4279192.037688
  nChanged 10
		SP:Iteration 26Q (20181.250000 sec): 3 clusters
  Score: Raw -4291066.258269 + Penalty 11871.898555 = -4279194.359714
  nChanged 5
		SP:Iteration 27Q (20181.360000 sec): 3 clusters
  Score: Raw -4291067.628037 + Penalty 11871.898555 = -4279195.729482
  nChanged 8
		SP:Iteration 28Q (20181.480000 sec): 3 clusters
  Score: Raw -4291070.161362 + Penalty 11871.898555 = -4279198.262807
  nChanged 9
		SP:Iteration 29Q (20181.590000 sec): 3 clusters
  Score: Raw -4291072.376002 + Penalty 11871.898555 = -4279200.477447
  nChanged 11
		SP:Iteration 30Q (20181.710000 sec): 3 clusters
  Score: Raw -4291076.513462 + Penalty 11871.898555 = -4279204.614907
  nChanged 7
		SP:Iteration 31Q (20181.820000 sec): 3 clusters
  Score: Raw -4291078.563220 + Penalty 11871.898555 = -4279206.664665
  nChanged 8
		SP:Iteration 32Q (20181.930000 sec): 3 clusters
  Score: Raw -4291080.678466 + Penalty 11871.898555 = -4279208.779911
  nChanged 11
		SP:Iteration 33Q (20182.040000 sec): 3 clusters
  Score: Raw -4291083.433470 + Penalty 11871.898555 = -4279211.534915
  nChanged 10
		SP:Iteration 34Q (20182.160000 sec): 3 clusters
  Score: Raw -4291086.348480 + Penalty 11871.898555 = -4279214.449925
  nChanged 9
		SP:Iteration 35Q (20182.280000 sec): 3 clusters
  Score: Raw -4291088.158300 + Penalty 11871.898555 = -4279216.259745
  nChanged 9
		SP:Iteration 36Q (20182.390000 sec): 3 clusters
  Score: Raw -4291090.273930 + Penalty 11871.898555 = -4279218.375374
  nChanged 7
		SP:Iteration 37Q (20182.500000 sec): 3 clusters
  Score: Raw -4291091.967466 + Penalty 11871.898555 = -4279220.068911
  nChanged 8
		SP:Iteration 38Q (20182.620000 sec): 3 clusters
  Score: Raw -4291094.800731 + Penalty 11871.898555 = -4279222.902176
  nChanged 8
		SP:Iteration 39Q (20182.730000 sec): 3 clusters
  Score: Raw -4291097.139455 + Penalty 11871.898555 = -4279225.240900
  nChanged 8
		SP:Iteration 40F (20182.860000 sec): 3 clusters
  Score: Raw -4291099.653205 + Penalty 11871.898555 = -4279227.754650
  nChanged 8
		SP:Iteration 41Q (20182.970000 sec): 3 clusters
  Score: Raw -4291101.697550 + Penalty 11871.898555 = -4279229.798995
  nChanged 8
		SP:Iteration 42Q (20183.090000 sec): 3 clusters
  Score: Raw -4291103.749776 + Penalty 11871.898555 = -4279231.851221
  nChanged 10
		SP:Iteration 43Q (20183.200000 sec): 3 clusters
  Score: Raw -4291106.472386 + Penalty 11871.898555 = -4279234.573831
  nChanged 6
		SP:Iteration 44Q (20183.310000 sec): 3 clusters
  Score: Raw -4291107.758829 + Penalty 11871.898555 = -4279235.860274
  nChanged 1
		SP:Iteration 45Q (20183.430000 sec): 3 clusters
  Score: Raw -4291107.877308 + Penalty 11871.898555 = -4279235.978753
  nChanged 0
		SP:Iteration 46F (20183.550000 sec): 3 clusters
  Score: Raw -4291107.877308 + Penalty 11871.898555 = -4279235.978753
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 16 (80573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20184.070000 sec): 2 clusters
  Score: Raw -21443266.267373 + Penalty 6919.362817 = -21436346.904556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20184.680000 sec): 3 clusters
  Score: Raw -21394895.581553 + Penalty 13838.725634 = -21381056.855919
  nChanged 36473
		SP:Iteration 1F (20185.290000 sec): 3 clusters
  Score: Raw -21415158.966013 + Penalty 13838.725634 = -21401320.240379
  nChanged 4183
		SP:Iteration 2F (20185.910000 sec): 3 clusters
  Score: Raw -21416919.245798 + Penalty 13838.725634 = -21403080.520164
  nChanged 4246
		SP:Iteration 3F (20186.520000 sec): 3 clusters
  Score: Raw -21419049.328301 + Penalty 13838.725634 = -21405210.602667
  nChanged 4671
		SP:Iteration 4F (20187.130000 sec): 3 clusters
  Score: Raw -21421706.730871 + Penalty 13838.725634 = -21407868.005237
  nChanged 4944
		SP:Iteration 5F (20187.750000 sec): 3 clusters
  Score: Raw -21424811.088589 + Penalty 13838.725634 = -21410972.362955
  nChanged 5205
		SP:Iteration 6F (20188.360000 sec): 3 clusters
  Score: Raw -21428207.887575 + Penalty 13838.725634 = -21414369.161941
  nChanged 5086
		SP:Iteration 7F (20188.970000 sec): 3 clusters
  Score: Raw -21431588.616197 + Penalty 13838.725634 = -21417749.890563
  nChanged 4461
		SP:Iteration 8F (20189.590000 sec): 3 clusters
  Score: Raw -21434606.571915 + Penalty 13838.725634 = -21420767.846281
  nChanged 3678
		SP:Iteration 9Q (20190.190000 sec): 3 clusters
  Score: Raw -21437098.797907 + Penalty 13838.725634 = -21423260.072274
  nChanged 3083
		SP:Iteration 10Q (20190.790000 sec): 3 clusters
  Score: Raw -21438921.802564 + Penalty 13838.725634 = -21425083.076931
  nChanged 2429
		SP:Iteration 11Q (20191.380000 sec): 3 clusters
  Score: Raw -21440091.760394 + Penalty 13838.725634 = -21426253.034760
  nChanged 1842
		SP:Iteration 12Q (20191.960000 sec): 3 clusters
  Score: Raw -21440792.019026 + Penalty 13838.725634 = -21426953.293392
  nChanged 1398
		SP:Iteration 13Q (20192.540000 sec): 3 clusters
  Score: Raw -21441246.625593 + Penalty 13838.725634 = -21427407.899960
  nChanged 1094
		SP:Iteration 14Q (20193.120000 sec): 3 clusters
  Score: Raw -21441559.180205 + Penalty 13838.725634 = -21427720.454571
  nChanged 881
		SP:Iteration 15Q (20193.690000 sec): 3 clusters
  Score: Raw -21441763.013890 + Penalty 13838.725634 = -21427924.288256
  nChanged 684
		SP:Iteration 16Q (20194.260000 sec): 3 clusters
  Score: Raw -21441902.071096 + Penalty 13838.725634 = -21428063.345463
  nChanged 596
		SP:Iteration 17Q (20194.830000 sec): 3 clusters
  Score: Raw -21442022.246649 + Penalty 13838.725634 = -21428183.521015
  nChanged 542
		SP:Iteration 18Q (20195.400000 sec): 3 clusters
  Score: Raw -21442117.693979 + Penalty 13838.725634 = -21428278.968345
  nChanged 464
		SP:Iteration 19Q (20195.970000 sec): 3 clusters
  Score: Raw -21442189.583295 + Penalty 13838.725634 = -21428350.857661
  nChanged 407
		SP:Iteration 20F (20196.580000 sec): 3 clusters
  Score: Raw -21442245.622061 + Penalty 13838.725634 = -21428406.896428
  nChanged 340
		SP:Iteration 21Q (20197.170000 sec): 3 clusters
  Score: Raw -21442286.987531 + Penalty 13838.725634 = -21428448.261897
  nChanged 289
		SP:Iteration 22Q (20197.730000 sec): 3 clusters
  Score: Raw -21442322.294115 + Penalty 13838.725634 = -21428483.568481
  nChanged 275
		SP:Iteration 23Q (20198.300000 sec): 3 clusters
  Score: Raw -21442353.522274 + Penalty 13838.725634 = -21428514.796640
  nChanged 231
		SP:Iteration 24Q (20198.880000 sec): 3 clusters
  Score: Raw -21442376.163525 + Penalty 13838.725634 = -21428537.437891
  nChanged 215
		SP:Iteration 25Q (20199.440000 sec): 3 clusters
  Score: Raw -21442398.464929 + Penalty 13838.725634 = -21428559.739295
  nChanged 187
		SP:Iteration 26Q (20200.000000 sec): 3 clusters
  Score: Raw -21442418.061107 + Penalty 13838.725634 = -21428579.335473
  nChanged 168
		SP:Iteration 27Q (20200.580000 sec): 3 clusters
  Score: Raw -21442434.870757 + Penalty 13838.725634 = -21428596.145124
  nChanged 153
		SP:Iteration 28Q (20201.140000 sec): 3 clusters
  Score: Raw -21442448.885771 + Penalty 13838.725634 = -21428610.160138
  nChanged 130
		SP:Iteration 29Q (20201.710000 sec): 3 clusters
  Score: Raw -21442459.519594 + Penalty 13838.725634 = -21428620.793960
  nChanged 142
		SP:Iteration 30Q (20202.290000 sec): 3 clusters
  Score: Raw -21442471.426954 + Penalty 13838.725634 = -21428632.701320
  nChanged 130
		SP:Iteration 31Q (20202.850000 sec): 3 clusters
  Score: Raw -21442482.430523 + Penalty 13838.725634 = -21428643.704889
  nChanged 126
		SP:Iteration 32Q (20203.420000 sec): 3 clusters
  Score: Raw -21442493.898118 + Penalty 13838.725634 = -21428655.172484
  nChanged 132
		SP:Iteration 33Q (20203.980000 sec): 3 clusters
  Score: Raw -21442506.314297 + Penalty 13838.725634 = -21428667.588663
  nChanged 136
		SP:Iteration 34Q (20204.540000 sec): 3 clusters
  Score: Raw -21442518.383079 + Penalty 13838.725634 = -21428679.657445
  nChanged 122
		SP:Iteration 35Q (20205.100000 sec): 3 clusters
  Score: Raw -21442529.261586 + Penalty 13838.725634 = -21428690.535952
  nChanged 141
		SP:Iteration 36Q (20205.660000 sec): 3 clusters
  Score: Raw -21442541.834922 + Penalty 13838.725634 = -21428703.109288
  nChanged 123
		SP:Iteration 37Q (20206.230000 sec): 3 clusters
  Score: Raw -21442551.763461 + Penalty 13838.725634 = -21428713.037827
  nChanged 101
		SP:Iteration 38Q (20206.790000 sec): 3 clusters
  Score: Raw -21442559.971786 + Penalty 13838.725634 = -21428721.246152
  nChanged 95
		SP:Iteration 39Q (20207.350000 sec): 3 clusters
  Score: Raw -21442567.294673 + Penalty 13838.725634 = -21428728.569039
  nChanged 91
		SP:Iteration 40F (20207.950000 sec): 3 clusters
  Score: Raw -21442573.667233 + Penalty 13838.725634 = -21428734.941599
  nChanged 81
		SP:Iteration 41Q (20208.520000 sec): 3 clusters
  Score: Raw -21442580.211840 + Penalty 13838.725634 = -21428741.486206
  nChanged 94
		SP:Iteration 42Q (20209.080000 sec): 3 clusters
  Score: Raw -21442588.541352 + Penalty 13838.725634 = -21428749.815718
  nChanged 104
		SP:Iteration 43Q (20209.640000 sec): 3 clusters
  Score: Raw -21442597.187060 + Penalty 13838.725634 = -21428758.461427
  nChanged 93
		SP:Iteration 44Q (20210.200000 sec): 3 clusters
  Score: Raw -21442605.924492 + Penalty 13838.725634 = -21428767.198858
  nChanged 102
		SP:Iteration 45Q (20210.760000 sec): 3 clusters
  Score: Raw -21442615.392998 + Penalty 13838.725634 = -21428776.667364
  nChanged 106
		SP:Iteration 46Q (20211.330000 sec): 3 clusters
  Score: Raw -21442624.529432 + Penalty 13838.725634 = -21428785.803798
  nChanged 99
		SP:Iteration 47Q (20211.890000 sec): 3 clusters
  Score: Raw -21442632.145717 + Penalty 13838.725634 = -21428793.420083
  nChanged 88
		SP:Iteration 48Q (20212.450000 sec): 3 clusters
  Score: Raw -21442638.664049 + Penalty 13838.725634 = -21428799.938415
  nChanged 86
		SP:Iteration 49Q (20213.010000 sec): 3 clusters
  Score: Raw -21442645.958533 + Penalty 13838.725634 = -21428807.232899
  nChanged 87
		SP:Iteration 50Q (20213.570000 sec): 3 clusters
  Score: Raw -21442653.051915 + Penalty 13838.725634 = -21428814.326281
  nChanged 65
		SP:Iteration 51Q (20214.130000 sec): 3 clusters
  Score: Raw -21442657.645121 + Penalty 13838.725634 = -21428818.919487
  nChanged 60
		SP:Iteration 52Q (20214.690000 sec): 3 clusters
  Score: Raw -21442661.586613 + Penalty 13838.725634 = -21428822.860979
  nChanged 49
		SP:Iteration 53Q (20215.250000 sec): 3 clusters
  Score: Raw -21442665.236100 + Penalty 13838.725634 = -21428826.510466
  nChanged 61
		SP:Iteration 54Q (20215.810000 sec): 3 clusters
  Score: Raw -21442670.331799 + Penalty 13838.725634 = -21428831.606165
  nChanged 65
		SP:Iteration 55Q (20216.390000 sec): 3 clusters
  Score: Raw -21442675.384690 + Penalty 13838.725634 = -21428836.659056
  nChanged 57
		SP:Iteration 56Q (20216.950000 sec): 3 clusters
  Score: Raw -21442680.035316 + Penalty 13838.725634 = -21428841.309682
  nChanged 70
		SP:Iteration 57Q (20217.510000 sec): 3 clusters
  Score: Raw -21442686.025129 + Penalty 13838.725634 = -21428847.299495
  nChanged 78
		SP:Iteration 58Q (20218.070000 sec): 3 clusters
  Score: Raw -21442692.270467 + Penalty 13838.725634 = -21428853.544833
  nChanged 63
		SP:Iteration 59Q (20218.630000 sec): 3 clusters
  Score: Raw -21442696.617300 + Penalty 13838.725634 = -21428857.891666
  nChanged 60
		SP:Iteration 60F (20219.230000 sec): 3 clusters
  Score: Raw -21442700.931868 + Penalty 13838.725634 = -21428862.206234
  nChanged 72
		SP:Iteration 61Q (20219.790000 sec): 3 clusters
  Score: Raw -21442707.092713 + Penalty 13838.725634 = -21428868.367079
  nChanged 73
		SP:Iteration 62Q (20220.350000 sec): 3 clusters
  Score: Raw -21442713.458171 + Penalty 13838.725634 = -21428874.732537
  nChanged 71
		SP:Iteration 63Q (20220.910000 sec): 3 clusters
  Score: Raw -21442718.803201 + Penalty 13838.725634 = -21428880.077567
  nChanged 71
		SP:Iteration 64Q (20221.470000 sec): 3 clusters
  Score: Raw -21442724.704040 + Penalty 13838.725634 = -21428885.978406
  nChanged 75
		SP:Iteration 65Q (20222.030000 sec): 3 clusters
  Score: Raw -21442731.591425 + Penalty 13838.725634 = -21428892.865791
  nChanged 93
		SP:Iteration 66Q (20222.600000 sec): 3 clusters
  Score: Raw -21442740.160212 + Penalty 13838.725634 = -21428901.434579
  nChanged 98
		SP:Iteration 67Q (20223.160000 sec): 3 clusters
  Score: Raw -21442748.873508 + Penalty 13838.725634 = -21428910.147874
  nChanged 99
		SP:Iteration 68Q (20223.720000 sec): 3 clusters
  Score: Raw -21442758.122267 + Penalty 13838.725634 = -21428919.396633
  nChanged 111
		SP:Iteration 69Q (20224.270000 sec): 3 clusters
  Score: Raw -21442770.402721 + Penalty 13838.725634 = -21428931.677088
  nChanged 119
		SP:Iteration 70Q (20224.840000 sec): 3 clusters
  Score: Raw -21442784.112132 + Penalty 13838.725634 = -21428945.386498
  nChanged 131
		SP:Iteration 71Q (20225.390000 sec): 3 clusters
  Score: Raw -21442799.675684 + Penalty 13838.725634 = -21428960.950050
  nChanged 130
		SP:Iteration 72Q (20225.950000 sec): 3 clusters
  Score: Raw -21442816.059019 + Penalty 13838.725634 = -21428977.333385
  nChanged 139
		SP:Iteration 73Q (20226.510000 sec): 3 clusters
  Score: Raw -21442833.645666 + Penalty 13838.725634 = -21428994.920033
  nChanged 142
		SP:Iteration 74Q (20227.070000 sec): 3 clusters
  Score: Raw -21442854.817596 + Penalty 13838.725634 = -21429016.091962
  nChanged 153
		SP:Iteration 75Q (20227.630000 sec): 3 clusters
  Score: Raw -21442879.892104 + Penalty 13838.725634 = -21429041.166470
  nChanged 181
		SP:Iteration 76Q (20228.190000 sec): 3 clusters
  Score: Raw -21442910.678341 + Penalty 13838.725634 = -21429071.952707
  nChanged 215
		SP:Iteration 77Q (20228.740000 sec): 3 clusters
  Score: Raw -21442947.877268 + Penalty 13838.725634 = -21429109.151634
  nChanged 225
		SP:Iteration 78Q (20229.290000 sec): 3 clusters
  Score: Raw -21442994.632544 + Penalty 13838.725634 = -21429155.906911
  nChanged 263
		SP:Iteration 79Q (20229.850000 sec): 3 clusters
  Score: Raw -21443058.218993 + Penalty 13838.725634 = -21429219.493359
  nChanged 321
		SP:Iteration 80F (20230.460000 sec): 3 clusters
  Score: Raw -21443140.930211 + Penalty 13838.725634 = -21429302.204577
  nChanged 336
		SP:Iteration 81Q (20231.010000 sec): 3 clusters
  Score: Raw -21443236.936094 + Penalty 13838.725634 = -21429398.210460
  nChanged 367
		SP:Iteration 82Q (20231.560000 sec): 3 clusters
  Score: Raw -21443360.129168 + Penalty 13838.725634 = -21429521.403534
  nChanged 449
		SP:Iteration 83Q (20232.110000 sec): 3 clusters
  Score: Raw -21443533.550350 + Penalty 13838.725634 = -21429694.824716
  nChanged 531
		SP:Iteration 84Q (20232.660000 sec): 3 clusters
  Score: Raw -21443767.402086 + Penalty 13838.725634 = -21429928.676452
  nChanged 559
		SP:Iteration 85Q (20233.200000 sec): 3 clusters
  Score: Raw -21444057.842314 + Penalty 13838.725634 = -21430219.116680
  nChanged 676
		SP:Iteration 86Q (20233.740000 sec): 3 clusters
  Score: Raw -21444459.486404 + Penalty 13838.725634 = -21430620.760770
  nChanged 749
		SP:Iteration 87Q (20234.270000 sec): 3 clusters
  Score: Raw -21444984.386755 + Penalty 13838.725634 = -21431145.661121
  nChanged 816
		SP:Iteration 88Q (20234.810000 sec): 3 clusters
  Score: Raw -21445735.864210 + Penalty 13838.725634 = -21431897.138576
  nChanged 916
		SP:Iteration 89Q (20235.330000 sec): 3 clusters
  Score: Raw -21446704.694386 + Penalty 13838.725634 = -21432865.968752
  nChanged 923
		SP:Iteration 90Q (20235.850000 sec): 3 clusters
  Score: Raw -21447583.955568 + Penalty 13838.725634 = -21433745.229934
  nChanged 781
		SP:Iteration 91Q (20236.370000 sec): 3 clusters
  Score: Raw -21448104.919029 + Penalty 13838.725634 = -21434266.193395
  nChanged 626
		SP:Iteration 92Q (20236.870000 sec): 3 clusters
  Score: Raw -21448397.719630 + Penalty 13838.725634 = -21434558.993996
  nChanged 427
		SP:Iteration 93Q (20237.370000 sec): 3 clusters
  Score: Raw -21448529.515317 + Penalty 13838.725634 = -21434690.789683
  nChanged 276
		SP:Iteration 94Q (20237.880000 sec): 3 clusters
  Score: Raw -21448590.479225 + Penalty 13838.725634 = -21434751.753591
  nChanged 195
		SP:Iteration 95Q (20238.380000 sec): 3 clusters
  Score: Raw -21448622.062567 + Penalty 13838.725634 = -21434783.336933
  nChanged 127
		SP:Iteration 96Q (20238.880000 sec): 3 clusters
  Score: Raw -21448642.162854 + Penalty 13838.725634 = -21434803.437220
  nChanged 106
		SP:Iteration 97Q (20239.380000 sec): 3 clusters
  Score: Raw -21448654.715242 + Penalty 13838.725634 = -21434815.989609
  nChanged 82
		SP:Iteration 98Q (20239.880000 sec): 3 clusters
  Score: Raw -21448662.815450 + Penalty 13838.725634 = -21434824.089816
  nChanged 51
		SP:Iteration 99Q (20240.380000 sec): 3 clusters
  Score: Raw -21448666.562568 + Penalty 13838.725634 = -21434827.836934
  nChanged 43
		SP:Iteration 100F (20240.980000 sec): 3 clusters
  Score: Raw -21448674.368330 + Penalty 13838.725634 = -21434835.642696
  nChanged 31
		SP:Iteration 101Q (20241.490000 sec): 3 clusters
  Score: Raw -21448677.504395 + Penalty 13838.725634 = -21434838.778762
  nChanged 33
		SP:Iteration 102Q (20241.990000 sec): 3 clusters
  Score: Raw -21448679.875792 + Penalty 13838.725634 = -21434841.150158
  nChanged 22
		SP:Iteration 103Q (20242.490000 sec): 3 clusters
  Score: Raw -21448681.209152 + Penalty 13838.725634 = -21434842.483518
  nChanged 19
		SP:Iteration 104Q (20243.000000 sec): 3 clusters
  Score: Raw -21448682.376813 + Penalty 13838.725634 = -21434843.651179
  nChanged 13
		SP:Iteration 105Q (20243.500000 sec): 3 clusters
  Score: Raw -21448683.038279 + Penalty 13838.725634 = -21434844.312645
  nChanged 9
		SP:Iteration 106Q (20244.000000 sec): 3 clusters
  Score: Raw -21448683.440895 + Penalty 13838.725634 = -21434844.715261
  nChanged 2
		SP:Iteration 107Q (20244.500000 sec): 3 clusters
  Score: Raw -21448683.533472 + Penalty 13838.725634 = -21434844.807838
  nChanged 0
		SP:Iteration 108F (20245.110000 sec): 3 clusters
  Score: Raw -21448683.533472 + Penalty 13838.725634 = -21434844.807838
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 17 (219289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20246.480000 sec): 2 clusters
  Score: Raw -58477491.368303 + Penalty 7532.614286 = -58469958.754017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20248.130000 sec): 3 clusters
  Score: Raw -58338017.275666 + Penalty 15065.228573 = -58322952.047094
  nChanged 103393
		SP:Iteration 1F (20249.800000 sec): 3 clusters
  Score: Raw -58396509.696292 + Penalty 15065.228573 = -58381444.467719
  nChanged 7049
		SP:Iteration 2Q (20251.480000 sec): 3 clusters
  Score: Raw -58398102.498441 + Penalty 15065.228573 = -58383037.269869
  nChanged 6992
		SP:Iteration 3Q (20253.160000 sec): 3 clusters
  Score: Raw -58399871.087645 + Penalty 15065.228573 = -58384805.859073
  nChanged 7395
		SP:Iteration 4Q (20254.840000 sec): 3 clusters
  Score: Raw -58402024.699285 + Penalty 15065.228573 = -58386959.470712
  nChanged 8280
		SP:Iteration 5Q (20256.520000 sec): 3 clusters
  Score: Raw -58404936.259396 + Penalty 15065.228573 = -58389871.030823
  nChanged 9453
		SP:Iteration 6Q (20258.190000 sec): 3 clusters
  Score: Raw -58408931.202863 + Penalty 15065.228573 = -58393865.974290
  nChanged 10845
		SP:Iteration 7Q (20259.860000 sec): 3 clusters
  Score: Raw -58414317.146230 + Penalty 15065.228573 = -58399251.917657
  nChanged 12220
		SP:Iteration 8F (20261.530000 sec): 3 clusters
  Score: Raw -58421025.896440 + Penalty 15065.228573 = -58405960.667867
  nChanged 12721
		SP:Iteration 9F (20263.190000 sec): 3 clusters
  Score: Raw -58428021.191680 + Penalty 15065.228573 = -58412955.963107
  nChanged 11908
		SP:Iteration 10F (20264.850000 sec): 3 clusters
  Score: Raw -58434123.418829 + Penalty 15065.228573 = -58419058.190256
  nChanged 10581
		SP:Iteration 11Q (20266.520000 sec): 3 clusters
  Score: Raw -58439473.978871 + Penalty 15065.228573 = -58424408.750298
  nChanged 9661
		SP:Iteration 12Q (20268.180000 sec): 3 clusters
  Score: Raw -58444468.871178 + Penalty 15065.228573 = -58429403.642606
  nChanged 8852
		SP:Iteration 13Q (20269.830000 sec): 3 clusters
  Score: Raw -58448929.708045 + Penalty 15065.228573 = -58433864.479472
  nChanged 7762
		SP:Iteration 14Q (20271.460000 sec): 3 clusters
  Score: Raw -58452207.890167 + Penalty 15065.228573 = -58437142.661595
  nChanged 6167
		SP:Iteration 15Q (20273.070000 sec): 3 clusters
  Score: Raw -58454117.831815 + Penalty 15065.228573 = -58439052.603242
  nChanged 4307
		SP:Iteration 16Q (20274.670000 sec): 3 clusters
  Score: Raw -58455076.001078 + Penalty 15065.228573 = -58440010.772505
  nChanged 3009
		SP:Iteration 17Q (20276.270000 sec): 3 clusters
  Score: Raw -58455627.449526 + Penalty 15065.228573 = -58440562.220954
  nChanged 2216
		SP:Iteration 18Q (20277.850000 sec): 3 clusters
  Score: Raw -58455988.569693 + Penalty 15065.228573 = -58440923.341121
  nChanged 1858
		SP:Iteration 19Q (20279.440000 sec): 3 clusters
  Score: Raw -58456274.816385 + Penalty 15065.228573 = -58441209.587813
  nChanged 1656
		SP:Iteration 20F (20281.100000 sec): 3 clusters
  Score: Raw -58456503.324112 + Penalty 15065.228573 = -58441438.095539
  nChanged 1446
		SP:Iteration 21Q (20282.680000 sec): 3 clusters
  Score: Raw -58456693.177386 + Penalty 15065.228573 = -58441627.948814
  nChanged 1343
		SP:Iteration 22Q (20284.260000 sec): 3 clusters
  Score: Raw -58456866.900659 + Penalty 15065.228573 = -58441801.672086
  nChanged 1300
		SP:Iteration 23Q (20285.840000 sec): 3 clusters
  Score: Raw -58457021.494527 + Penalty 15065.228573 = -58441956.265955
  nChanged 1171
		SP:Iteration 24Q (20287.410000 sec): 3 clusters
  Score: Raw -58457163.999803 + Penalty 15065.228573 = -58442098.771230
  nChanged 1200
		SP:Iteration 25Q (20288.990000 sec): 3 clusters
  Score: Raw -58457310.979710 + Penalty 15065.228573 = -58442245.751138
  nChanged 1187
		SP:Iteration 26Q (20290.570000 sec): 3 clusters
  Score: Raw -58457451.058168 + Penalty 15065.228573 = -58442385.829595
  nChanged 1155
		SP:Iteration 27Q (20292.150000 sec): 3 clusters
  Score: Raw -58457586.134312 + Penalty 15065.228573 = -58442520.905740
  nChanged 1168
		SP:Iteration 28Q (20293.720000 sec): 3 clusters
  Score: Raw -58457723.484020 + Penalty 15065.228573 = -58442658.255448
  nChanged 1205
		SP:Iteration 29Q (20295.290000 sec): 3 clusters
  Score: Raw -58457859.821283 + Penalty 15065.228573 = -58442794.592711
  nChanged 1224
		SP:Iteration 30Q (20296.860000 sec): 3 clusters
  Score: Raw -58458000.687676 + Penalty 15065.228573 = -58442935.459104
  nChanged 1275
		SP:Iteration 31Q (20298.430000 sec): 3 clusters
  Score: Raw -58458150.272277 + Penalty 15065.228573 = -58443085.043705
  nChanged 1285
		SP:Iteration 32Q (20299.990000 sec): 3 clusters
  Score: Raw -58458300.705711 + Penalty 15065.228573 = -58443235.477139
  nChanged 1290
		SP:Iteration 33Q (20301.540000 sec): 3 clusters
  Score: Raw -58458457.779748 + Penalty 15065.228573 = -58443392.551175
  nChanged 1387
		SP:Iteration 34Q (20303.100000 sec): 3 clusters
  Score: Raw -58458628.508510 + Penalty 15065.228573 = -58443563.279937
  nChanged 1422
		SP:Iteration 35Q (20304.640000 sec): 3 clusters
  Score: Raw -58458813.485867 + Penalty 15065.228573 = -58443748.257295
  nChanged 1439
		SP:Iteration 36Q (20306.190000 sec): 3 clusters
  Score: Raw -58459013.159298 + Penalty 15065.228573 = -58443947.930726
  nChanged 1528
		SP:Iteration 37Q (20307.720000 sec): 3 clusters
  Score: Raw -58459238.161337 + Penalty 15065.228573 = -58444172.932764
  nChanged 1597
		SP:Iteration 38Q (20309.260000 sec): 3 clusters
  Score: Raw -58459484.943467 + Penalty 15065.228573 = -58444419.714894
  nChanged 1642
		SP:Iteration 39Q (20310.800000 sec): 3 clusters
  Score: Raw -58459745.371598 + Penalty 15065.228573 = -58444680.143026
  nChanged 1696
		SP:Iteration 40F (20312.460000 sec): 3 clusters
  Score: Raw -58460012.097037 + Penalty 15065.228573 = -58444946.868465
  nChanged 1795
		SP:Iteration 41Q (20314.000000 sec): 3 clusters
  Score: Raw -58460311.825045 + Penalty 15065.228573 = -58445246.596472
  nChanged 1844
		SP:Iteration 42Q (20315.540000 sec): 3 clusters
  Score: Raw -58460639.876922 + Penalty 15065.228573 = -58445574.648350
  nChanged 1898
		SP:Iteration 43Q (20317.070000 sec): 3 clusters
  Score: Raw -58460985.790758 + Penalty 15065.228573 = -58445920.562185
  nChanged 1872
		SP:Iteration 44Q (20318.600000 sec): 3 clusters
  Score: Raw -58461337.657387 + Penalty 15065.228573 = -58446272.428815
  nChanged 1928
		SP:Iteration 45Q (20320.120000 sec): 3 clusters
  Score: Raw -58461723.797000 + Penalty 15065.228573 = -58446658.568427
  nChanged 1936
		SP:Iteration 46Q (20321.630000 sec): 3 clusters
  Score: Raw -58462116.506614 + Penalty 15065.228573 = -58447051.278041
  nChanged 2025
		SP:Iteration 47Q (20323.140000 sec): 3 clusters
  Score: Raw -58462531.424786 + Penalty 15065.228573 = -58447466.196213
  nChanged 2043
		SP:Iteration 48Q (20324.640000 sec): 3 clusters
  Score: Raw -58462950.697899 + Penalty 15065.228573 = -58447885.469327
  nChanged 2039
		SP:Iteration 49Q (20326.120000 sec): 3 clusters
  Score: Raw -58463383.145410 + Penalty 15065.228573 = -58448317.916838
  nChanged 2087
		SP:Iteration 50Q (20327.610000 sec): 3 clusters
  Score: Raw -58463841.046991 + Penalty 15065.228573 = -58448775.818419
  nChanged 2069
		SP:Iteration 51Q (20329.080000 sec): 3 clusters
  Score: Raw -58464301.337619 + Penalty 15065.228573 = -58449236.109046
  nChanged 2128
		SP:Iteration 52Q (20330.550000 sec): 3 clusters
  Score: Raw -58464787.541024 + Penalty 15065.228573 = -58449722.312452
  nChanged 2128
		SP:Iteration 53Q (20332.010000 sec): 3 clusters
  Score: Raw -58465275.630884 + Penalty 15065.228573 = -58450210.402312
  nChanged 2107
		SP:Iteration 54Q (20333.460000 sec): 3 clusters
  Score: Raw -58465770.477399 + Penalty 15065.228573 = -58450705.248827
  nChanged 2155
		SP:Iteration 55Q (20334.900000 sec): 3 clusters
  Score: Raw -58466306.442956 + Penalty 15065.228573 = -58451241.214383
  nChanged 2143
		SP:Iteration 56Q (20336.330000 sec): 3 clusters
  Score: Raw -58466855.206109 + Penalty 15065.228573 = -58451789.977537
  nChanged 2213
		SP:Iteration 57Q (20337.750000 sec): 3 clusters
  Score: Raw -58467427.438570 + Penalty 15065.228573 = -58452362.209997
  nChanged 2244
		SP:Iteration 58Q (20339.170000 sec): 3 clusters
  Score: Raw -58468044.776921 + Penalty 15065.228573 = -58452979.548349
  nChanged 2261
		SP:Iteration 59Q (20340.570000 sec): 3 clusters
  Score: Raw -58468696.417365 + Penalty 15065.228573 = -58453631.188792
  nChanged 2231
		SP:Iteration 60F (20342.220000 sec): 3 clusters
  Score: Raw -58469373.056295 + Penalty 15065.228573 = -58454307.827722
  nChanged 2258
		SP:Iteration 61Q (20343.610000 sec): 3 clusters
  Score: Raw -58470109.644320 + Penalty 15065.228573 = -58455044.415747
  nChanged 2300
		SP:Iteration 62Q (20344.980000 sec): 3 clusters
  Score: Raw -58470882.702269 + Penalty 15065.228573 = -58455817.473696
  nChanged 2280
		SP:Iteration 63Q (20346.340000 sec): 3 clusters
  Score: Raw -58471708.262280 + Penalty 15065.228573 = -58456643.033708
  nChanged 2242
		SP:Iteration 64Q (20347.690000 sec): 3 clusters
  Score: Raw -58472579.349160 + Penalty 15065.228573 = -58457514.120587
  nChanged 2261
		SP:Iteration 65Q (20349.030000 sec): 3 clusters
  Score: Raw -58473490.876355 + Penalty 15065.228573 = -58458425.647783
  nChanged 2211
		SP:Iteration 66Q (20350.350000 sec): 3 clusters
  Score: Raw -58474428.976862 + Penalty 15065.228573 = -58459363.748289
  nChanged 2083
		SP:Iteration 67Q (20351.670000 sec): 3 clusters
  Score: Raw -58475381.483696 + Penalty 15065.228573 = -58460316.255123
  nChanged 2018
		SP:Iteration 68Q (20352.970000 sec): 3 clusters
  Score: Raw -58476358.152814 + Penalty 15065.228573 = -58461292.924241
  nChanged 1880
		SP:Iteration 69Q (20354.250000 sec): 3 clusters
  Score: Raw -58477296.655490 + Penalty 15065.228573 = -58462231.426917
  nChanged 1728
		SP:Iteration 70Q (20355.510000 sec): 3 clusters
  Score: Raw -58478209.737977 + Penalty 15065.228573 = -58463144.509405
  nChanged 1617
		SP:Iteration 71Q (20356.770000 sec): 3 clusters
  Score: Raw -58479083.605850 + Penalty 15065.228573 = -58464018.377278
  nChanged 1430
		SP:Iteration 72Q (20358.010000 sec): 3 clusters
  Score: Raw -58479834.603331 + Penalty 15065.228573 = -58464769.374758
  nChanged 1221
		SP:Iteration 73Q (20359.230000 sec): 3 clusters
  Score: Raw -58480456.916655 + Penalty 15065.228573 = -58465391.688083
  nChanged 1035
		SP:Iteration 74Q (20360.470000 sec): 3 clusters
  Score: Raw -58480922.068163 + Penalty 15065.228573 = -58465856.839590
  nChanged 805
		SP:Iteration 75Q (20361.680000 sec): 3 clusters
  Score: Raw -58481235.644155 + Penalty 15065.228573 = -58466170.415583
  nChanged 690
		SP:Iteration 76Q (20362.870000 sec): 3 clusters
  Score: Raw -58481479.224560 + Penalty 15065.228573 = -58466413.995987
  nChanged 559
		SP:Iteration 77Q (20364.060000 sec): 3 clusters
  Score: Raw -58481657.274418 + Penalty 15065.228573 = -58466592.045845
  nChanged 485
		SP:Iteration 78Q (20365.250000 sec): 3 clusters
  Score: Raw -58481787.688075 + Penalty 15065.228573 = -58466722.459503
  nChanged 367
		SP:Iteration 79Q (20366.430000 sec): 3 clusters
  Score: Raw -58481871.124950 + Penalty 15065.228573 = -58466805.896378
  nChanged 296
		SP:Iteration 80F (20368.080000 sec): 3 clusters
  Score: Raw -58481934.380518 + Penalty 15065.228573 = -58466869.151946
  nChanged 231
		SP:Iteration 81Q (20369.250000 sec): 3 clusters
  Score: Raw -58481981.276942 + Penalty 15065.228573 = -58466916.048369
  nChanged 185
		SP:Iteration 82Q (20370.430000 sec): 3 clusters
  Score: Raw -58482019.324670 + Penalty 15065.228573 = -58466954.096097
  nChanged 164
		SP:Iteration 83Q (20371.600000 sec): 3 clusters
  Score: Raw -58482047.322696 + Penalty 15065.228573 = -58466982.094124
  nChanged 146
		SP:Iteration 84Q (20372.770000 sec): 3 clusters
  Score: Raw -58482072.654785 + Penalty 15065.228573 = -58467007.426213
  nChanged 117
		SP:Iteration 85Q (20373.930000 sec): 3 clusters
  Score: Raw -58482090.127378 + Penalty 15065.228573 = -58467024.898805
  nChanged 104
		SP:Iteration 86Q (20375.100000 sec): 3 clusters
  Score: Raw -58482104.176637 + Penalty 15065.228573 = -58467038.948065
  nChanged 69
		SP:Iteration 87Q (20376.260000 sec): 3 clusters
  Score: Raw -58482113.401062 + Penalty 15065.228573 = -58467048.172489
  nChanged 63
		SP:Iteration 88Q (20377.430000 sec): 3 clusters
  Score: Raw -58482121.257688 + Penalty 15065.228573 = -58467056.029115
  nChanged 46
		SP:Iteration 89Q (20378.590000 sec): 3 clusters
  Score: Raw -58482126.097373 + Penalty 15065.228573 = -58467060.868800
  nChanged 46
		SP:Iteration 90Q (20379.750000 sec): 3 clusters
  Score: Raw -58482130.899790 + Penalty 15065.228573 = -58467065.671217
  nChanged 32
		SP:Iteration 91Q (20380.920000 sec): 3 clusters
  Score: Raw -58482134.292217 + Penalty 15065.228573 = -58467069.063645
  nChanged 35
		SP:Iteration 92Q (20382.080000 sec): 3 clusters
  Score: Raw -58482138.458192 + Penalty 15065.228573 = -58467073.229620
  nChanged 29
		SP:Iteration 93Q (20383.240000 sec): 3 clusters
  Score: Raw -58482141.973057 + Penalty 15065.228573 = -58467076.744484
  nChanged 23
		SP:Iteration 94Q (20384.400000 sec): 3 clusters
  Score: Raw -58482144.377857 + Penalty 15065.228573 = -58467079.149285
  nChanged 13
		SP:Iteration 95Q (20385.560000 sec): 3 clusters
  Score: Raw -58482145.639147 + Penalty 15065.228573 = -58467080.410574
  nChanged 19
		SP:Iteration 96Q (20386.720000 sec): 3 clusters
  Score: Raw -58482147.790528 + Penalty 15065.228573 = -58467082.561955
  nChanged 22
		SP:Iteration 97Q (20387.890000 sec): 3 clusters
  Score: Raw -58482150.448364 + Penalty 15065.228573 = -58467085.219791
  nChanged 23
		SP:Iteration 98Q (20389.050000 sec): 3 clusters
  Score: Raw -58482152.466021 + Penalty 15065.228573 = -58467087.237448
  nChanged 14
		SP:Iteration 99Q (20390.210000 sec): 3 clusters
  Score: Raw -58482153.849648 + Penalty 15065.228573 = -58467088.621075
  nChanged 14
		SP:Iteration 100F (20391.860000 sec): 3 clusters
  Score: Raw -58482156.056613 + Penalty 15065.228573 = -58467090.828040
  nChanged 23
		SP:Iteration 101Q (20393.020000 sec): 3 clusters
  Score: Raw -58482158.756888 + Penalty 15065.228573 = -58467093.528315
  nChanged 21
		SP:Iteration 102Q (20394.190000 sec): 3 clusters
  Score: Raw -58482161.219783 + Penalty 15065.228573 = -58467095.991210
  nChanged 23
		SP:Iteration 103Q (20395.350000 sec): 3 clusters
  Score: Raw -58482163.628052 + Penalty 15065.228573 = -58467098.399479
  nChanged 17
		SP:Iteration 104Q (20396.510000 sec): 3 clusters
  Score: Raw -58482165.450680 + Penalty 15065.228573 = -58467100.222107
  nChanged 19
		SP:Iteration 105Q (20397.670000 sec): 3 clusters
  Score: Raw -58482167.338022 + Penalty 15065.228573 = -58467102.109449
  nChanged 9
		SP:Iteration 106Q (20398.830000 sec): 3 clusters
  Score: Raw -58482168.209308 + Penalty 15065.228573 = -58467102.980735
  nChanged 9
		SP:Iteration 107Q (20400.000000 sec): 3 clusters
  Score: Raw -58482169.085444 + Penalty 15065.228573 = -58467103.856871
  nChanged 7
		SP:Iteration 108Q (20401.160000 sec): 3 clusters
  Score: Raw -58482169.564487 + Penalty 15065.228573 = -58467104.335914
  nChanged 2
		SP:Iteration 109Q (20402.320000 sec): 3 clusters
  Score: Raw -58482169.889107 + Penalty 15065.228573 = -58467104.660534
  nChanged 4
		SP:Iteration 110Q (20403.470000 sec): 3 clusters
  Score: Raw -58482170.540340 + Penalty 15065.228573 = -58467105.311767
  nChanged 8
		SP:Iteration 111Q (20404.630000 sec): 3 clusters
  Score: Raw -58482171.291358 + Penalty 15065.228573 = -58467106.062785
  nChanged 9
		SP:Iteration 112Q (20405.800000 sec): 3 clusters
  Score: Raw -58482172.100587 + Penalty 15065.228573 = -58467106.872014
  nChanged 7
		SP:Iteration 113Q (20406.960000 sec): 3 clusters
  Score: Raw -58482172.805408 + Penalty 15065.228573 = -58467107.576836
  nChanged 7
		SP:Iteration 114Q (20408.120000 sec): 3 clusters
  Score: Raw -58482173.361190 + Penalty 15065.228573 = -58467108.132618
  nChanged 3
		SP:Iteration 115Q (20409.290000 sec): 3 clusters
  Score: Raw -58482173.566318 + Penalty 15065.228573 = -58467108.337745
  nChanged 2
		SP:Iteration 116Q (20410.450000 sec): 3 clusters
  Score: Raw -58482173.715672 + Penalty 15065.228573 = -58467108.487100
  nChanged 0
		SP:Iteration 117F (20412.120000 sec): 3 clusters
  Score: Raw -58482173.715672 + Penalty 15065.228573 = -58467108.487100
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 18 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20412.260000 sec): 2 clusters
  Score: Raw -30816.351909 + Penalty 3204.054028 = -27612.297881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20412.260000 sec): 3 clusters
  Score: Raw -32083.356815 + Penalty 6408.108056 = -25675.248760
  nChanged 24
		SP:Iteration 1F (20412.260000 sec): 3 clusters
  Score: Raw -32419.033992 + Penalty 6408.108056 = -26010.925936
  nChanged 3
		SP:Iteration 2Q (20412.260000 sec): 3 clusters
  Score: Raw -32465.607705 + Penalty 6408.108056 = -26057.499649
  nChanged 0
		SP:Iteration 3F (20412.260000 sec): 3 clusters
  Score: Raw -32465.607705 + Penalty 6408.108056 = -26057.499649
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 19 (95171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20412.880000 sec): 2 clusters
  Score: Raw -25456626.151662 + Penalty 7021.351213 = -25449604.800448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20413.630000 sec): 3 clusters
  Score: Raw -25398672.108836 + Penalty 14042.702427 = -25384629.406409
  nChanged 43411
		SP:Iteration 1F (20414.350000 sec): 3 clusters
  Score: Raw -25422209.020524 + Penalty 14042.702427 = -25408166.318097
  nChanged 3981
		SP:Iteration 2Q (20415.090000 sec): 3 clusters
  Score: Raw -25423240.464212 + Penalty 14042.702427 = -25409197.761785
  nChanged 3398
		SP:Iteration 3Q (20415.820000 sec): 3 clusters
  Score: Raw -25424051.898480 + Penalty 14042.702427 = -25410009.196054
  nChanged 2982
		SP:Iteration 4Q (20416.560000 sec): 3 clusters
  Score: Raw -25424774.872472 + Penalty 14042.702427 = -25410732.170045
  nChanged 2891
		SP:Iteration 5Q (20417.290000 sec): 3 clusters
  Score: Raw -25425499.959945 + Penalty 14042.702427 = -25411457.257518
  nChanged 2755
		SP:Iteration 6Q (20418.020000 sec): 3 clusters
  Score: Raw -25426175.282075 + Penalty 14042.702427 = -25412132.579648
  nChanged 2672
		SP:Iteration 7Q (20418.750000 sec): 3 clusters
  Score: Raw -25426838.134665 + Penalty 14042.702427 = -25412795.432238
  nChanged 2721
		SP:Iteration 8Q (20419.490000 sec): 3 clusters
  Score: Raw -25427591.854557 + Penalty 14042.702427 = -25413549.152130
  nChanged 3020
		SP:Iteration 9Q (20420.220000 sec): 3 clusters
  Score: Raw -25428545.036672 + Penalty 14042.702427 = -25414502.334245
  nChanged 3502
		SP:Iteration 10Q (20420.950000 sec): 3 clusters
  Score: Raw -25429907.562113 + Penalty 14042.702427 = -25415864.859686
  nChanged 4258
		SP:Iteration 11Q (20421.690000 sec): 3 clusters
  Score: Raw -25431985.194410 + Penalty 14042.702427 = -25417942.491983
  nChanged 5305
		SP:Iteration 12F (20422.410000 sec): 3 clusters
  Score: Raw -25435168.252392 + Penalty 14042.702427 = -25421125.549965
  nChanged 6107
		SP:Iteration 13F (20423.140000 sec): 3 clusters
  Score: Raw -25439497.064191 + Penalty 14042.702427 = -25425454.361765
  nChanged 6276
		SP:Iteration 14F (20423.860000 sec): 3 clusters
  Score: Raw -25444500.865969 + Penalty 14042.702427 = -25430458.163542
  nChanged 5600
		SP:Iteration 15F (20424.570000 sec): 3 clusters
  Score: Raw -25449179.076864 + Penalty 14042.702427 = -25435136.374437
  nChanged 4095
		SP:Iteration 16Q (20425.280000 sec): 3 clusters
  Score: Raw -25452662.606041 + Penalty 14042.702427 = -25438619.903614
  nChanged 2563
		SP:Iteration 17Q (20425.960000 sec): 3 clusters
  Score: Raw -25454830.566523 + Penalty 14042.702427 = -25440787.864096
  nChanged 1386
		SP:Iteration 18Q (20426.580000 sec): 3 clusters
  Score: Raw -25455983.508085 + Penalty 14042.702427 = -25441940.805658
  nChanged 779
		SP:Iteration 19Q (20427.160000 sec): 3 clusters
  Score: Raw -25456624.561743 + Penalty 14042.702427 = -25442581.859316
  nChanged 398
		SP:Iteration 20F (20427.870000 sec): 3 clusters
  Score: Raw -25456974.086767 + Penalty 14042.702427 = -25442931.384340
  nChanged 284
		SP:Iteration 21Q (20428.400000 sec): 3 clusters
  Score: Raw -25457222.081288 + Penalty 14042.702427 = -25443179.378861
  nChanged 164
		SP:Iteration 22Q (20428.920000 sec): 3 clusters
  Score: Raw -25457364.754614 + Penalty 14042.702427 = -25443322.052187
  nChanged 109
		SP:Iteration 23Q (20429.440000 sec): 3 clusters
  Score: Raw -25457460.208737 + Penalty 14042.702427 = -25443417.506310
  nChanged 70
		SP:Iteration 24Q (20429.940000 sec): 3 clusters
  Score: Raw -25457521.861694 + Penalty 14042.702427 = -25443479.159267
  nChanged 51
		SP:Iteration 25Q (20430.440000 sec): 3 clusters
  Score: Raw -25457559.678225 + Penalty 14042.702427 = -25443516.975799
  nChanged 40
		SP:Iteration 26Q (20430.930000 sec): 3 clusters
  Score: Raw -25457589.137254 + Penalty 14042.702427 = -25443546.434827
  nChanged 21
		SP:Iteration 27Q (20431.430000 sec): 3 clusters
  Score: Raw -25457607.332581 + Penalty 14042.702427 = -25443564.630154
  nChanged 26
		SP:Iteration 28Q (20431.930000 sec): 3 clusters
  Score: Raw -25457629.579113 + Penalty 14042.702427 = -25443586.876686
  nChanged 19
		SP:Iteration 29Q (20432.420000 sec): 3 clusters
  Score: Raw -25457643.306208 + Penalty 14042.702427 = -25443600.603781
  nChanged 14
		SP:Iteration 30Q (20432.910000 sec): 3 clusters
  Score: Raw -25457653.723157 + Penalty 14042.702427 = -25443611.020730
  nChanged 10
		SP:Iteration 31Q (20433.410000 sec): 3 clusters
  Score: Raw -25457661.171367 + Penalty 14042.702427 = -25443618.468940
  nChanged 11
		SP:Iteration 32Q (20433.900000 sec): 3 clusters
  Score: Raw -25457670.834057 + Penalty 14042.702427 = -25443628.131630
  nChanged 4
		SP:Iteration 33Q (20434.390000 sec): 3 clusters
  Score: Raw -25457673.723421 + Penalty 14042.702427 = -25443631.020994
  nChanged 2
		SP:Iteration 34Q (20434.880000 sec): 3 clusters
  Score: Raw -25457675.165472 + Penalty 14042.702427 = -25443632.463045
  nChanged 2
		SP:Iteration 35Q (20435.380000 sec): 3 clusters
  Score: Raw -25457676.525095 + Penalty 14042.702427 = -25443633.822668
  nChanged 3
		SP:Iteration 36Q (20435.880000 sec): 3 clusters
  Score: Raw -25457678.641031 + Penalty 14042.702427 = -25443635.938604
  nChanged 3
		SP:Iteration 37Q (20436.380000 sec): 3 clusters
  Score: Raw -25457680.588968 + Penalty 14042.702427 = -25443637.886541
  nChanged 1
		SP:Iteration 38Q (20436.870000 sec): 3 clusters
  Score: Raw -25457681.005331 + Penalty 14042.702427 = -25443638.302904
  nChanged 0
		SP:Iteration 39F (20437.590000 sec): 3 clusters
  Score: Raw -25457681.005331 + Penalty 14042.702427 = -25443638.302904
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 20 (8789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20437.700000 sec): 2 clusters
  Score: Raw -2290487.619734 + Penalty 5562.269434 = -2284925.350300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20437.760000 sec): 3 clusters
  Score: Raw -2286622.249912 + Penalty 11124.538868 = -2275497.711044
  nChanged 3190
		SP:Iteration 1F (20437.830000 sec): 3 clusters
  Score: Raw -2288536.593343 + Penalty 11124.538868 = -2277412.054476
  nChanged 587
		SP:Iteration 2F (20437.890000 sec): 3 clusters
  Score: Raw -2288896.306245 + Penalty 11124.538868 = -2277771.767377
  nChanged 367
		SP:Iteration 3Q (20437.960000 sec): 3 clusters
  Score: Raw -2289107.552228 + Penalty 11124.538868 = -2277983.013361
  nChanged 284
		SP:Iteration 4Q (20438.020000 sec): 3 clusters
  Score: Raw -2289275.806815 + Penalty 11124.538868 = -2278151.267947
  nChanged 194
		SP:Iteration 5Q (20438.090000 sec): 3 clusters
  Score: Raw -2289394.698282 + Penalty 11124.538868 = -2278270.159414
  nChanged 200
		SP:Iteration 6Q (20438.160000 sec): 3 clusters
  Score: Raw -2289514.621716 + Penalty 11124.538868 = -2278390.082849
  nChanged 171
		SP:Iteration 7Q (20438.220000 sec): 3 clusters
  Score: Raw -2289620.022513 + Penalty 11124.538868 = -2278495.483645
  nChanged 165
		SP:Iteration 8Q (20438.280000 sec): 3 clusters
  Score: Raw -2289718.442386 + Penalty 11124.538868 = -2278593.903519
  nChanged 161
		SP:Iteration 9Q (20438.350000 sec): 3 clusters
  Score: Raw -2289806.250354 + Penalty 11124.538868 = -2278681.711486
  nChanged 136
		SP:Iteration 10Q (20438.420000 sec): 3 clusters
  Score: Raw -2289882.577564 + Penalty 11124.538868 = -2278758.038696
  nChanged 127
		SP:Iteration 11Q (20438.490000 sec): 3 clusters
  Score: Raw -2289960.239886 + Penalty 11124.538868 = -2278835.701019
  nChanged 127
		SP:Iteration 12Q (20438.550000 sec): 3 clusters
  Score: Raw -2290019.372199 + Penalty 11124.538868 = -2278894.833332
  nChanged 99
		SP:Iteration 13Q (20438.620000 sec): 3 clusters
  Score: Raw -2290068.490597 + Penalty 11124.538868 = -2278943.951730
  nChanged 100
		SP:Iteration 14Q (20438.680000 sec): 3 clusters
  Score: Raw -2290113.120221 + Penalty 11124.538868 = -2278988.581353
  nChanged 80
		SP:Iteration 15Q (20438.740000 sec): 3 clusters
  Score: Raw -2290146.013572 + Penalty 11124.538868 = -2279021.474705
  nChanged 66
		SP:Iteration 16Q (20438.810000 sec): 3 clusters
  Score: Raw -2290179.187343 + Penalty 11124.538868 = -2279054.648475
  nChanged 55
		SP:Iteration 17Q (20438.870000 sec): 3 clusters
  Score: Raw -2290203.480827 + Penalty 11124.538868 = -2279078.941959
  nChanged 40
		SP:Iteration 18Q (20438.940000 sec): 3 clusters
  Score: Raw -2290218.510800 + Penalty 11124.538868 = -2279093.971933
  nChanged 43
		SP:Iteration 19Q (20439.000000 sec): 3 clusters
  Score: Raw -2290239.968631 + Penalty 11124.538868 = -2279115.429764
  nChanged 50
		SP:Iteration 20F (20439.070000 sec): 3 clusters
  Score: Raw -2290260.561191 + Penalty 11124.538868 = -2279136.022323
  nChanged 60
		SP:Iteration 21Q (20439.130000 sec): 3 clusters
  Score: Raw -2290287.162983 + Penalty 11124.538868 = -2279162.624115
  nChanged 47
		SP:Iteration 22Q (20439.200000 sec): 3 clusters
  Score: Raw -2290305.028140 + Penalty 11124.538868 = -2279180.489273
  nChanged 32
		SP:Iteration 23Q (20439.260000 sec): 3 clusters
  Score: Raw -2290318.663347 + Penalty 11124.538868 = -2279194.124479
  nChanged 25
		SP:Iteration 24Q (20439.330000 sec): 3 clusters
  Score: Raw -2290326.681429 + Penalty 11124.538868 = -2279202.142561
  nChanged 14
		SP:Iteration 25Q (20439.390000 sec): 3 clusters
  Score: Raw -2290332.329951 + Penalty 11124.538868 = -2279207.791083
  nChanged 17
		SP:Iteration 26Q (20439.450000 sec): 3 clusters
  Score: Raw -2290338.135260 + Penalty 11124.538868 = -2279213.596392
  nChanged 18
		SP:Iteration 27Q (20439.520000 sec): 3 clusters
  Score: Raw -2290344.948854 + Penalty 11124.538868 = -2279220.409986
  nChanged 17
		SP:Iteration 28Q (20439.580000 sec): 3 clusters
  Score: Raw -2290350.741193 + Penalty 11124.538868 = -2279226.202325
  nChanged 22
		SP:Iteration 29Q (20439.650000 sec): 3 clusters
  Score: Raw -2290358.532483 + Penalty 11124.538868 = -2279233.993615
  nChanged 24
		SP:Iteration 30Q (20439.710000 sec): 3 clusters
  Score: Raw -2290368.338092 + Penalty 11124.538868 = -2279243.799224
  nChanged 26
		SP:Iteration 31Q (20439.770000 sec): 3 clusters
  Score: Raw -2290377.803916 + Penalty 11124.538868 = -2279253.265048
  nChanged 19
		SP:Iteration 32Q (20439.840000 sec): 3 clusters
  Score: Raw -2290384.435224 + Penalty 11124.538868 = -2279259.896356
  nChanged 16
		SP:Iteration 33Q (20439.900000 sec): 3 clusters
  Score: Raw -2290390.111188 + Penalty 11124.538868 = -2279265.572320
  nChanged 14
		SP:Iteration 34Q (20439.960000 sec): 3 clusters
  Score: Raw -2290394.105570 + Penalty 11124.538868 = -2279269.566703
  nChanged 12
		SP:Iteration 35Q (20440.030000 sec): 3 clusters
  Score: Raw -2290397.799061 + Penalty 11124.538868 = -2279273.260193
  nChanged 13
		SP:Iteration 36Q (20440.090000 sec): 3 clusters
  Score: Raw -2290402.729537 + Penalty 11124.538868 = -2279278.190669
  nChanged 14
		SP:Iteration 37Q (20440.160000 sec): 3 clusters
  Score: Raw -2290406.447523 + Penalty 11124.538868 = -2279281.908656
  nChanged 7
		SP:Iteration 38Q (20440.220000 sec): 3 clusters
  Score: Raw -2290408.467437 + Penalty 11124.538868 = -2279283.928569
  nChanged 8
		SP:Iteration 39Q (20440.280000 sec): 3 clusters
  Score: Raw -2290411.294851 + Penalty 11124.538868 = -2279286.755983
  nChanged 15
		SP:Iteration 40F (20440.340000 sec): 3 clusters
  Score: Raw -2290416.374248 + Penalty 11124.538868 = -2279291.835380
  nChanged 15
		SP:Iteration 41Q (20440.420000 sec): 3 clusters
  Score: Raw -2290421.830839 + Penalty 11124.538868 = -2279297.291971
  nChanged 15
		SP:Iteration 42Q (20440.480000 sec): 3 clusters
  Score: Raw -2290426.788485 + Penalty 11124.538868 = -2279302.249617
  nChanged 9
		SP:Iteration 43Q (20440.550000 sec): 3 clusters
  Score: Raw -2290428.707771 + Penalty 11124.538868 = -2279304.168904
  nChanged 4
		SP:Iteration 44Q (20440.610000 sec): 3 clusters
  Score: Raw -2290430.200907 + Penalty 11124.538868 = -2279305.662040
  nChanged 10
		SP:Iteration 45Q (20440.670000 sec): 3 clusters
  Score: Raw -2290434.903654 + Penalty 11124.538868 = -2279310.364787
  nChanged 7
		SP:Iteration 46Q (20440.740000 sec): 3 clusters
  Score: Raw -2290436.810119 + Penalty 11124.538868 = -2279312.271251
  nChanged 9
		SP:Iteration 47Q (20440.800000 sec): 3 clusters
  Score: Raw -2290439.420721 + Penalty 11124.538868 = -2279314.881854
  nChanged 7
		SP:Iteration 48Q (20440.870000 sec): 3 clusters
  Score: Raw -2290442.687691 + Penalty 11124.538868 = -2279318.148823
  nChanged 14
		SP:Iteration 49Q (20440.930000 sec): 3 clusters
  Score: Raw -2290447.838053 + Penalty 11124.538868 = -2279323.299185
  nChanged 16
		SP:Iteration 50Q (20441.000000 sec): 3 clusters
  Score: Raw -2290452.378946 + Penalty 11124.538868 = -2279327.840078
  nChanged 11
		SP:Iteration 51Q (20441.060000 sec): 3 clusters
  Score: Raw -2290456.491847 + Penalty 11124.538868 = -2279331.952979
  nChanged 15
		SP:Iteration 52Q (20441.120000 sec): 3 clusters
  Score: Raw -2290461.545783 + Penalty 11124.538868 = -2279337.006915
  nChanged 10
		SP:Iteration 53Q (20441.190000 sec): 3 clusters
  Score: Raw -2290467.209707 + Penalty 11124.538868 = -2279342.670839
  nChanged 16
		SP:Iteration 54Q (20441.250000 sec): 3 clusters
  Score: Raw -2290473.127813 + Penalty 11124.538868 = -2279348.588945
  nChanged 12
		SP:Iteration 55Q (20441.320000 sec): 3 clusters
  Score: Raw -2290476.907037 + Penalty 11124.538868 = -2279352.368169
  nChanged 7
		SP:Iteration 56Q (20441.380000 sec): 3 clusters
  Score: Raw -2290479.050515 + Penalty 11124.538868 = -2279354.511647
  nChanged 8
		SP:Iteration 57Q (20441.440000 sec): 3 clusters
  Score: Raw -2290481.123841 + Penalty 11124.538868 = -2279356.584973
  nChanged 7
		SP:Iteration 58Q (20441.500000 sec): 3 clusters
  Score: Raw -2290483.114579 + Penalty 11124.538868 = -2279358.575711
  nChanged 4
		SP:Iteration 59Q (20441.560000 sec): 3 clusters
  Score: Raw -2290484.675115 + Penalty 11124.538868 = -2279360.136247
  nChanged 3
		SP:Iteration 60F (20441.630000 sec): 3 clusters
  Score: Raw -2290485.823008 + Penalty 11124.538868 = -2279361.284141
  nChanged 3
		SP:Iteration 61Q (20441.690000 sec): 3 clusters
  Score: Raw -2290486.599372 + Penalty 11124.538868 = -2279362.060505
  nChanged 3
		SP:Iteration 62Q (20441.760000 sec): 3 clusters
  Score: Raw -2290488.030052 + Penalty 11124.538868 = -2279363.491184
  nChanged 5
		SP:Iteration 63Q (20441.820000 sec): 3 clusters
  Score: Raw -2290490.147565 + Penalty 11124.538868 = -2279365.608698
  nChanged 10
		SP:Iteration 64Q (20441.880000 sec): 3 clusters
  Score: Raw -2290493.781115 + Penalty 11124.538868 = -2279369.242248
  nChanged 9
		SP:Iteration 65Q (20441.950000 sec): 3 clusters
  Score: Raw -2290497.746291 + Penalty 11124.538868 = -2279373.207424
  nChanged 10
		SP:Iteration 66Q (20442.010000 sec): 3 clusters
  Score: Raw -2290501.709969 + Penalty 11124.538868 = -2279377.171101
  nChanged 12
		SP:Iteration 67Q (20442.080000 sec): 3 clusters
  Score: Raw -2290506.618705 + Penalty 11124.538868 = -2279382.079837
  nChanged 11
		SP:Iteration 68Q (20442.140000 sec): 3 clusters
  Score: Raw -2290510.069607 + Penalty 11124.538868 = -2279385.530739
  nChanged 6
		SP:Iteration 69Q (20442.200000 sec): 3 clusters
  Score: Raw -2290511.939972 + Penalty 11124.538868 = -2279387.401105
  nChanged 2
		SP:Iteration 70Q (20442.270000 sec): 3 clusters
  Score: Raw -2290512.442063 + Penalty 11124.538868 = -2279387.903196
  nChanged 6
		SP:Iteration 71Q (20442.330000 sec): 3 clusters
  Score: Raw -2290514.096921 + Penalty 11124.538868 = -2279389.558053
  nChanged 6
		SP:Iteration 72Q (20442.400000 sec): 3 clusters
  Score: Raw -2290516.465239 + Penalty 11124.538868 = -2279391.926372
  nChanged 9
		SP:Iteration 73Q (20442.460000 sec): 3 clusters
  Score: Raw -2290519.775434 + Penalty 11124.538868 = -2279395.236566
  nChanged 4
		SP:Iteration 74Q (20442.520000 sec): 3 clusters
  Score: Raw -2290520.896576 + Penalty 11124.538868 = -2279396.357708
  nChanged 8
		SP:Iteration 75Q (20442.590000 sec): 3 clusters
  Score: Raw -2290523.886642 + Penalty 11124.538868 = -2279399.347774
  nChanged 8
		SP:Iteration 76Q (20442.650000 sec): 3 clusters
  Score: Raw -2290527.151722 + Penalty 11124.538868 = -2279402.612854
  nChanged 9
		SP:Iteration 77Q (20442.720000 sec): 3 clusters
  Score: Raw -2290530.998114 + Penalty 11124.538868 = -2279406.459247
  nChanged 6
		SP:Iteration 78Q (20442.780000 sec): 3 clusters
  Score: Raw -2290533.606504 + Penalty 11124.538868 = -2279409.067636
  nChanged 6
		SP:Iteration 79Q (20442.840000 sec): 3 clusters
  Score: Raw -2290535.655915 + Penalty 11124.538868 = -2279411.117048
  nChanged 4
		SP:Iteration 80F (20442.910000 sec): 3 clusters
  Score: Raw -2290537.250674 + Penalty 11124.538868 = -2279412.711806
  nChanged 9
		SP:Iteration 81Q (20442.970000 sec): 3 clusters
  Score: Raw -2290540.060913 + Penalty 11124.538868 = -2279415.522045
  nChanged 5
		SP:Iteration 82Q (20443.040000 sec): 3 clusters
  Score: Raw -2290541.995543 + Penalty 11124.538868 = -2279417.456675
  nChanged 5
		SP:Iteration 83Q (20443.100000 sec): 3 clusters
  Score: Raw -2290544.371237 + Penalty 11124.538868 = -2279419.832369
  nChanged 8
		SP:Iteration 84Q (20443.160000 sec): 3 clusters
  Score: Raw -2290547.122097 + Penalty 11124.538868 = -2279422.583229
  nChanged 8
		SP:Iteration 85Q (20443.230000 sec): 3 clusters
  Score: Raw -2290549.567490 + Penalty 11124.538868 = -2279425.028622
  nChanged 8
		SP:Iteration 86Q (20443.290000 sec): 3 clusters
  Score: Raw -2290553.194715 + Penalty 11124.538868 = -2279428.655848
  nChanged 8
		SP:Iteration 87Q (20443.360000 sec): 3 clusters
  Score: Raw -2290554.953805 + Penalty 11124.538868 = -2279430.414937
  nChanged 3
		SP:Iteration 88Q (20443.420000 sec): 3 clusters
  Score: Raw -2290556.077153 + Penalty 11124.538868 = -2279431.538285
  nChanged 4
		SP:Iteration 89Q (20443.490000 sec): 3 clusters
  Score: Raw -2290557.634637 + Penalty 11124.538868 = -2279433.095770
  nChanged 4
		SP:Iteration 90Q (20443.550000 sec): 3 clusters
  Score: Raw -2290558.550126 + Penalty 11124.538868 = -2279434.011258
  nChanged 4
		SP:Iteration 91Q (20443.610000 sec): 3 clusters
  Score: Raw -2290559.824092 + Penalty 11124.538868 = -2279435.285224
  nChanged 7
		SP:Iteration 92Q (20443.670000 sec): 3 clusters
  Score: Raw -2290563.653008 + Penalty 11124.538868 = -2279439.114140
  nChanged 10
		SP:Iteration 93Q (20443.740000 sec): 3 clusters
  Score: Raw -2290567.316375 + Penalty 11124.538868 = -2279442.777507
  nChanged 9
		SP:Iteration 94Q (20443.810000 sec): 3 clusters
  Score: Raw -2290570.569592 + Penalty 11124.538868 = -2279446.030725
  nChanged 8
		SP:Iteration 95Q (20443.880000 sec): 3 clusters
  Score: Raw -2290573.794431 + Penalty 11124.538868 = -2279449.255563
  nChanged 8
		SP:Iteration 96Q (20443.940000 sec): 3 clusters
  Score: Raw -2290576.929699 + Penalty 11124.538868 = -2279452.390831
  nChanged 13
		SP:Iteration 97Q (20444.000000 sec): 3 clusters
  Score: Raw -2290581.775867 + Penalty 11124.538868 = -2279457.236999
  nChanged 10
		SP:Iteration 98Q (20444.060000 sec): 3 clusters
  Score: Raw -2290585.971445 + Penalty 11124.538868 = -2279461.432577
  nChanged 14
		SP:Iteration 99Q (20444.130000 sec): 3 clusters
  Score: Raw -2290590.937923 + Penalty 11124.538868 = -2279466.399055
  nChanged 9
		SP:Iteration 100F (20444.190000 sec): 3 clusters
  Score: Raw -2290593.567404 + Penalty 11124.538868 = -2279469.028536
  nChanged 5
		SP:Iteration 101Q (20444.260000 sec): 3 clusters
  Score: Raw -2290595.936768 + Penalty 11124.538868 = -2279471.397900
  nChanged 8
		SP:Iteration 102Q (20444.320000 sec): 3 clusters
  Score: Raw -2290598.834511 + Penalty 11124.538868 = -2279474.295643
  nChanged 7
		SP:Iteration 103Q (20444.380000 sec): 3 clusters
  Score: Raw -2290600.844768 + Penalty 11124.538868 = -2279476.305900
  nChanged 8
		SP:Iteration 104Q (20444.450000 sec): 3 clusters
  Score: Raw -2290603.862562 + Penalty 11124.538868 = -2279479.323694
  nChanged 9
		SP:Iteration 105Q (20444.510000 sec): 3 clusters
  Score: Raw -2290606.112381 + Penalty 11124.538868 = -2279481.573513
  nChanged 6
		SP:Iteration 106Q (20444.570000 sec): 3 clusters
  Score: Raw -2290607.427796 + Penalty 11124.538868 = -2279482.888928
  nChanged 3
		SP:Iteration 107Q (20444.640000 sec): 3 clusters
  Score: Raw -2290607.917315 + Penalty 11124.538868 = -2279483.378448
  nChanged 0
		SP:Iteration 108F (20444.700000 sec): 3 clusters
  Score: Raw -2290607.917315 + Penalty 11124.538868 = -2279483.378448
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 21 (11763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20444.780000 sec): 2 clusters
  Score: Raw -3037950.741532 + Penalty 5740.787503 = -3032209.954029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20444.870000 sec): 3 clusters
  Score: Raw -3032384.609956 + Penalty 11481.575006 = -3020903.034949
  nChanged 4428
		SP:Iteration 1F (20444.950000 sec): 3 clusters
  Score: Raw -3035047.331554 + Penalty 11481.575006 = -3023565.756547
  nChanged 902
		SP:Iteration 2F (20445.040000 sec): 3 clusters
  Score: Raw -3035686.491403 + Penalty 11481.575006 = -3024204.916396
  nChanged 690
		SP:Iteration 3F (20445.140000 sec): 3 clusters
  Score: Raw -3036174.590864 + Penalty 11481.575006 = -3024693.015858
  nChanged 552
		SP:Iteration 4Q (20445.220000 sec): 3 clusters
  Score: Raw -3036531.595399 + Penalty 11481.575006 = -3025050.020393
  nChanged 468
		SP:Iteration 5Q (20445.310000 sec): 3 clusters
  Score: Raw -3036805.959809 + Penalty 11481.575006 = -3025324.384802
  nChanged 390
		SP:Iteration 6Q (20445.400000 sec): 3 clusters
  Score: Raw -3037035.749905 + Penalty 11481.575006 = -3025554.174899
  nChanged 352
		SP:Iteration 7Q (20445.490000 sec): 3 clusters
  Score: Raw -3037239.587011 + Penalty 11481.575006 = -3025758.012005
  nChanged 327
		SP:Iteration 8Q (20445.570000 sec): 3 clusters
  Score: Raw -3037438.504441 + Penalty 11481.575006 = -3025956.929434
  nChanged 292
		SP:Iteration 9Q (20445.660000 sec): 3 clusters
  Score: Raw -3037594.379124 + Penalty 11481.575006 = -3026112.804117
  nChanged 249
		SP:Iteration 10Q (20445.740000 sec): 3 clusters
  Score: Raw -3037733.212434 + Penalty 11481.575006 = -3026251.637428
  nChanged 244
		SP:Iteration 11Q (20445.840000 sec): 3 clusters
  Score: Raw -3037875.956494 + Penalty 11481.575006 = -3026394.381488
  nChanged 232
		SP:Iteration 12Q (20445.920000 sec): 3 clusters
  Score: Raw -3038019.696033 + Penalty 11481.575006 = -3026538.121026
  nChanged 227
		SP:Iteration 13Q (20446.000000 sec): 3 clusters
  Score: Raw -3038163.045442 + Penalty 11481.575006 = -3026681.470435
  nChanged 187
		SP:Iteration 14Q (20446.090000 sec): 3 clusters
  Score: Raw -3038266.187104 + Penalty 11481.575006 = -3026784.612097
  nChanged 186
		SP:Iteration 15Q (20446.180000 sec): 3 clusters
  Score: Raw -3038380.407475 + Penalty 11481.575006 = -3026898.832469
  nChanged 178
		SP:Iteration 16Q (20446.260000 sec): 3 clusters
  Score: Raw -3038489.520820 + Penalty 11481.575006 = -3027007.945814
  nChanged 155
		SP:Iteration 17Q (20446.360000 sec): 3 clusters
  Score: Raw -3038586.049675 + Penalty 11481.575006 = -3027104.474669
  nChanged 170
		SP:Iteration 18Q (20446.440000 sec): 3 clusters
  Score: Raw -3038687.957583 + Penalty 11481.575006 = -3027206.382577
  nChanged 160
		SP:Iteration 19Q (20446.530000 sec): 3 clusters
  Score: Raw -3038789.913645 + Penalty 11481.575006 = -3027308.338639
  nChanged 159
		SP:Iteration 20F (20446.620000 sec): 3 clusters
  Score: Raw -3038902.358948 + Penalty 11481.575006 = -3027420.783942
  nChanged 176
		SP:Iteration 21Q (20446.700000 sec): 3 clusters
  Score: Raw -3039038.523544 + Penalty 11481.575006 = -3027556.948538
  nChanged 156
		SP:Iteration 22Q (20446.780000 sec): 3 clusters
  Score: Raw -3039158.115635 + Penalty 11481.575006 = -3027676.540629
  nChanged 135
		SP:Iteration 23Q (20446.860000 sec): 3 clusters
  Score: Raw -3039263.725035 + Penalty 11481.575006 = -3027782.150028
  nChanged 141
		SP:Iteration 24Q (20446.940000 sec): 3 clusters
  Score: Raw -3039373.638439 + Penalty 11481.575006 = -3027892.063432
  nChanged 137
		SP:Iteration 25Q (20447.020000 sec): 3 clusters
  Score: Raw -3039491.440199 + Penalty 11481.575006 = -3028009.865193
  nChanged 130
		SP:Iteration 26Q (20447.090000 sec): 3 clusters
  Score: Raw -3039596.235570 + Penalty 11481.575006 = -3028114.660564
  nChanged 106
		SP:Iteration 27Q (20447.170000 sec): 3 clusters
  Score: Raw -3039669.459458 + Penalty 11481.575006 = -3028187.884451
  nChanged 92
		SP:Iteration 28Q (20447.240000 sec): 3 clusters
  Score: Raw -3039730.087724 + Penalty 11481.575006 = -3028248.512718
  nChanged 81
		SP:Iteration 29Q (20447.320000 sec): 3 clusters
  Score: Raw -3039781.720399 + Penalty 11481.575006 = -3028300.145393
  nChanged 63
		SP:Iteration 30Q (20447.400000 sec): 3 clusters
  Score: Raw -3039814.851861 + Penalty 11481.575006 = -3028333.276855
  nChanged 49
		SP:Iteration 31Q (20447.470000 sec): 3 clusters
  Score: Raw -3039843.687317 + Penalty 11481.575006 = -3028362.112311
  nChanged 59
		SP:Iteration 32Q (20447.540000 sec): 3 clusters
  Score: Raw -3039878.622706 + Penalty 11481.575006 = -3028397.047699
  nChanged 53
		SP:Iteration 33Q (20447.620000 sec): 3 clusters
  Score: Raw -3039911.376469 + Penalty 11481.575006 = -3028429.801463
  nChanged 45
		SP:Iteration 34Q (20447.690000 sec): 3 clusters
  Score: Raw -3039934.070128 + Penalty 11481.575006 = -3028452.495122
  nChanged 34
		SP:Iteration 35Q (20447.760000 sec): 3 clusters
  Score: Raw -3039951.686150 + Penalty 11481.575006 = -3028470.111143
  nChanged 39
		SP:Iteration 36Q (20447.840000 sec): 3 clusters
  Score: Raw -3039975.346260 + Penalty 11481.575006 = -3028493.771253
  nChanged 39
		SP:Iteration 37Q (20447.910000 sec): 3 clusters
  Score: Raw -3039998.729498 + Penalty 11481.575006 = -3028517.154492
  nChanged 44
		SP:Iteration 38Q (20447.980000 sec): 3 clusters
  Score: Raw -3040025.517078 + Penalty 11481.575006 = -3028543.942072
  nChanged 40
		SP:Iteration 39Q (20448.060000 sec): 3 clusters
  Score: Raw -3040048.642228 + Penalty 11481.575006 = -3028567.067221
  nChanged 33
		SP:Iteration 40F (20448.140000 sec): 3 clusters
  Score: Raw -3040063.560143 + Penalty 11481.575006 = -3028581.985137
  nChanged 37
		SP:Iteration 41Q (20448.220000 sec): 3 clusters
  Score: Raw -3040079.746803 + Penalty 11481.575006 = -3028598.171797
  nChanged 25
		SP:Iteration 42Q (20448.290000 sec): 3 clusters
  Score: Raw -3040091.241160 + Penalty 11481.575006 = -3028609.666154
  nChanged 23
		SP:Iteration 43Q (20448.360000 sec): 3 clusters
  Score: Raw -3040102.197566 + Penalty 11481.575006 = -3028620.622559
  nChanged 20
		SP:Iteration 44Q (20448.430000 sec): 3 clusters
  Score: Raw -3040113.433584 + Penalty 11481.575006 = -3028631.858578
  nChanged 22
		SP:Iteration 45Q (20448.500000 sec): 3 clusters
  Score: Raw -3040121.662593 + Penalty 11481.575006 = -3028640.087586
  nChanged 20
		SP:Iteration 46Q (20448.580000 sec): 3 clusters
  Score: Raw -3040131.084133 + Penalty 11481.575006 = -3028649.509126
  nChanged 24
		SP:Iteration 47Q (20448.650000 sec): 3 clusters
  Score: Raw -3040141.556195 + Penalty 11481.575006 = -3028659.981189
  nChanged 19
		SP:Iteration 48Q (20448.720000 sec): 3 clusters
  Score: Raw -3040150.528897 + Penalty 11481.575006 = -3028668.953890
  nChanged 24
		SP:Iteration 49Q (20448.790000 sec): 3 clusters
  Score: Raw -3040163.652718 + Penalty 11481.575006 = -3028682.077712
  nChanged 30
		SP:Iteration 50Q (20448.860000 sec): 3 clusters
  Score: Raw -3040180.422460 + Penalty 11481.575006 = -3028698.847454
  nChanged 37
		SP:Iteration 51Q (20448.940000 sec): 3 clusters
  Score: Raw -3040205.065677 + Penalty 11481.575006 = -3028723.490671
  nChanged 50
		SP:Iteration 52Q (20449.010000 sec): 3 clusters
  Score: Raw -3040234.673246 + Penalty 11481.575006 = -3028753.098239
  nChanged 59
		SP:Iteration 53Q (20449.080000 sec): 3 clusters
  Score: Raw -3040267.888937 + Penalty 11481.575006 = -3028786.313930
  nChanged 58
		SP:Iteration 54Q (20449.150000 sec): 3 clusters
  Score: Raw -3040297.092243 + Penalty 11481.575006 = -3028815.517237
  nChanged 52
		SP:Iteration 55Q (20449.220000 sec): 3 clusters
  Score: Raw -3040322.314296 + Penalty 11481.575006 = -3028840.739289
  nChanged 35
		SP:Iteration 56Q (20449.300000 sec): 3 clusters
  Score: Raw -3040339.531753 + Penalty 11481.575006 = -3028857.956746
  nChanged 34
		SP:Iteration 57Q (20449.370000 sec): 3 clusters
  Score: Raw -3040356.947588 + Penalty 11481.575006 = -3028875.372581
  nChanged 35
		SP:Iteration 58Q (20449.440000 sec): 3 clusters
  Score: Raw -3040373.950619 + Penalty 11481.575006 = -3028892.375613
  nChanged 34
		SP:Iteration 59Q (20449.510000 sec): 3 clusters
  Score: Raw -3040390.675662 + Penalty 11481.575006 = -3028909.100656
  nChanged 21
		SP:Iteration 60F (20449.600000 sec): 3 clusters
  Score: Raw -3040399.835526 + Penalty 11481.575006 = -3028918.260520
  nChanged 20
		SP:Iteration 61Q (20449.670000 sec): 3 clusters
  Score: Raw -3040408.358453 + Penalty 11481.575006 = -3028926.783447
  nChanged 12
		SP:Iteration 62Q (20449.740000 sec): 3 clusters
  Score: Raw -3040413.372195 + Penalty 11481.575006 = -3028931.797188
  nChanged 10
		SP:Iteration 63Q (20449.810000 sec): 3 clusters
  Score: Raw -3040419.152633 + Penalty 11481.575006 = -3028937.577626
  nChanged 12
		SP:Iteration 64Q (20449.880000 sec): 3 clusters
  Score: Raw -3040425.160528 + Penalty 11481.575006 = -3028943.585522
  nChanged 11
		SP:Iteration 65Q (20449.960000 sec): 3 clusters
  Score: Raw -3040428.959195 + Penalty 11481.575006 = -3028947.384189
  nChanged 13
		SP:Iteration 66Q (20450.030000 sec): 3 clusters
  Score: Raw -3040433.281909 + Penalty 11481.575006 = -3028951.706902
  nChanged 11
		SP:Iteration 67Q (20450.100000 sec): 3 clusters
  Score: Raw -3040436.446630 + Penalty 11481.575006 = -3028954.871624
  nChanged 8
		SP:Iteration 68Q (20450.170000 sec): 3 clusters
  Score: Raw -3040439.641704 + Penalty 11481.575006 = -3028958.066697
  nChanged 7
		SP:Iteration 69Q (20450.240000 sec): 3 clusters
  Score: Raw -3040441.930957 + Penalty 11481.575006 = -3028960.355951
  nChanged 4
		SP:Iteration 70Q (20450.310000 sec): 3 clusters
  Score: Raw -3040443.081392 + Penalty 11481.575006 = -3028961.506386
  nChanged 0
		SP:Iteration 71F (20450.400000 sec): 3 clusters
  Score: Raw -3040443.081392 + Penalty 11481.575006 = -3028961.506386
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 22 (40161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20450.660000 sec): 2 clusters
  Score: Raw -10232050.178262 + Penalty 6492.899138 = -10225557.279124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20450.960000 sec): 3 clusters
  Score: Raw -10209358.091318 + Penalty 12985.798277 = -10196372.293041
  nChanged 17253
		SP:Iteration 1F (20451.270000 sec): 3 clusters
  Score: Raw -10219074.590835 + Penalty 12985.798277 = -10206088.792558
  nChanged 2609
		SP:Iteration 2F (20451.570000 sec): 3 clusters
  Score: Raw -10220367.335068 + Penalty 12985.798277 = -10207381.536792
  nChanged 2230
		SP:Iteration 3F (20451.880000 sec): 3 clusters
  Score: Raw -10221492.960916 + Penalty 12985.798277 = -10208507.162640
  nChanged 2022
		SP:Iteration 4F (20452.180000 sec): 3 clusters
  Score: Raw -10222456.943103 + Penalty 12985.798277 = -10209471.144826
  nChanged 1829
		SP:Iteration 5Q (20452.490000 sec): 3 clusters
  Score: Raw -10223270.839894 + Penalty 12985.798277 = -10210285.041617
  nChanged 1681
		SP:Iteration 6Q (20452.800000 sec): 3 clusters
  Score: Raw -10223981.258072 + Penalty 12985.798277 = -10210995.459796
  nChanged 1485
		SP:Iteration 7Q (20453.100000 sec): 3 clusters
  Score: Raw -10224561.437564 + Penalty 12985.798277 = -10211575.639288
  nChanged 1350
		SP:Iteration 8Q (20453.400000 sec): 3 clusters
  Score: Raw -10225086.112981 + Penalty 12985.798277 = -10212100.314704
  nChanged 1248
		SP:Iteration 9Q (20453.710000 sec): 3 clusters
  Score: Raw -10225575.317456 + Penalty 12985.798277 = -10212589.519179
  nChanged 1193
		SP:Iteration 10Q (20454.010000 sec): 3 clusters
  Score: Raw -10226043.518633 + Penalty 12985.798277 = -10213057.720356
  nChanged 1165
		SP:Iteration 11Q (20454.310000 sec): 3 clusters
  Score: Raw -10226521.482489 + Penalty 12985.798277 = -10213535.684212
  nChanged 1143
		SP:Iteration 12Q (20454.620000 sec): 3 clusters
  Score: Raw -10227009.315939 + Penalty 12985.798277 = -10214023.517662
  nChanged 1071
		SP:Iteration 13Q (20454.920000 sec): 3 clusters
  Score: Raw -10227516.088505 + Penalty 12985.798277 = -10214530.290228
  nChanged 1160
		SP:Iteration 14Q (20455.220000 sec): 3 clusters
  Score: Raw -10228157.049946 + Penalty 12985.798277 = -10215171.251669
  nChanged 1224
		SP:Iteration 15Q (20455.520000 sec): 3 clusters
  Score: Raw -10228861.463897 + Penalty 12985.798277 = -10215875.665620
  nChanged 1161
		SP:Iteration 16Q (20455.820000 sec): 3 clusters
  Score: Raw -10229534.507106 + Penalty 12985.798277 = -10216548.708830
  nChanged 1105
		SP:Iteration 17Q (20456.120000 sec): 3 clusters
  Score: Raw -10230178.526150 + Penalty 12985.798277 = -10217192.727874
  nChanged 944
		SP:Iteration 18Q (20456.420000 sec): 3 clusters
  Score: Raw -10230669.329142 + Penalty 12985.798277 = -10217683.530866
  nChanged 797
		SP:Iteration 19Q (20456.700000 sec): 3 clusters
  Score: Raw -10231023.883306 + Penalty 12985.798277 = -10218038.085029
  nChanged 654
		SP:Iteration 20F (20457.010000 sec): 3 clusters
  Score: Raw -10231295.547947 + Penalty 12985.798277 = -10218309.749671
  nChanged 562
		SP:Iteration 21Q (20457.290000 sec): 3 clusters
  Score: Raw -10231515.346238 + Penalty 12985.798277 = -10218529.547961
  nChanged 489
		SP:Iteration 22Q (20457.560000 sec): 3 clusters
  Score: Raw -10231705.200369 + Penalty 12985.798277 = -10218719.402092
  nChanged 440
		SP:Iteration 23Q (20457.840000 sec): 3 clusters
  Score: Raw -10231869.796720 + Penalty 12985.798277 = -10218883.998443
  nChanged 397
		SP:Iteration 24Q (20458.110000 sec): 3 clusters
  Score: Raw -10232009.381141 + Penalty 12985.798277 = -10219023.582865
  nChanged 381
		SP:Iteration 25Q (20458.380000 sec): 3 clusters
  Score: Raw -10232151.679559 + Penalty 12985.798277 = -10219165.881283
  nChanged 350
		SP:Iteration 26Q (20458.650000 sec): 3 clusters
  Score: Raw -10232282.665246 + Penalty 12985.798277 = -10219296.866969
  nChanged 336
		SP:Iteration 27Q (20458.920000 sec): 3 clusters
  Score: Raw -10232405.210738 + Penalty 12985.798277 = -10219419.412461
  nChanged 322
		SP:Iteration 28Q (20459.180000 sec): 3 clusters
  Score: Raw -10232532.862395 + Penalty 12985.798277 = -10219547.064118
  nChanged 307
		SP:Iteration 29Q (20459.440000 sec): 3 clusters
  Score: Raw -10232653.771430 + Penalty 12985.798277 = -10219667.973153
  nChanged 324
		SP:Iteration 30Q (20459.700000 sec): 3 clusters
  Score: Raw -10232787.428647 + Penalty 12985.798277 = -10219801.630370
  nChanged 291
		SP:Iteration 31Q (20459.960000 sec): 3 clusters
  Score: Raw -10232902.829931 + Penalty 12985.798277 = -10219917.031655
  nChanged 265
		SP:Iteration 32Q (20460.210000 sec): 3 clusters
  Score: Raw -10233011.474825 + Penalty 12985.798277 = -10220025.676548
  nChanged 250
		SP:Iteration 33Q (20460.470000 sec): 3 clusters
  Score: Raw -10233114.227159 + Penalty 12985.798277 = -10220128.428882
  nChanged 257
		SP:Iteration 34Q (20460.720000 sec): 3 clusters
  Score: Raw -10233214.102316 + Penalty 12985.798277 = -10220228.304040
  nChanged 240
		SP:Iteration 35Q (20460.970000 sec): 3 clusters
  Score: Raw -10233310.464888 + Penalty 12985.798277 = -10220324.666611
  nChanged 211
		SP:Iteration 36Q (20461.230000 sec): 3 clusters
  Score: Raw -10233388.048045 + Penalty 12985.798277 = -10220402.249769
  nChanged 222
		SP:Iteration 37Q (20461.470000 sec): 3 clusters
  Score: Raw -10233475.113841 + Penalty 12985.798277 = -10220489.315564
  nChanged 194
		SP:Iteration 38Q (20461.720000 sec): 3 clusters
  Score: Raw -10233553.721135 + Penalty 12985.798277 = -10220567.922858
  nChanged 180
		SP:Iteration 39Q (20461.970000 sec): 3 clusters
  Score: Raw -10233634.549452 + Penalty 12985.798277 = -10220648.751175
  nChanged 182
		SP:Iteration 40F (20462.270000 sec): 3 clusters
  Score: Raw -10233705.732268 + Penalty 12985.798277 = -10220719.933991
  nChanged 159
		SP:Iteration 41Q (20462.520000 sec): 3 clusters
  Score: Raw -10233772.751666 + Penalty 12985.798277 = -10220786.953389
  nChanged 156
		SP:Iteration 42Q (20462.760000 sec): 3 clusters
  Score: Raw -10233839.650953 + Penalty 12985.798277 = -10220853.852676
  nChanged 161
		SP:Iteration 43Q (20463.000000 sec): 3 clusters
  Score: Raw -10233915.277888 + Penalty 12985.798277 = -10220929.479611
  nChanged 154
		SP:Iteration 44Q (20463.240000 sec): 3 clusters
  Score: Raw -10233983.339525 + Penalty 12985.798277 = -10220997.541248
  nChanged 141
		SP:Iteration 45Q (20463.480000 sec): 3 clusters
  Score: Raw -10234045.023707 + Penalty 12985.798277 = -10221059.225430
  nChanged 139
		SP:Iteration 46Q (20463.720000 sec): 3 clusters
  Score: Raw -10234101.346607 + Penalty 12985.798277 = -10221115.548331
  nChanged 119
		SP:Iteration 47Q (20463.960000 sec): 3 clusters
  Score: Raw -10234152.681662 + Penalty 12985.798277 = -10221166.883386
  nChanged 111
		SP:Iteration 48Q (20464.200000 sec): 3 clusters
  Score: Raw -10234193.034498 + Penalty 12985.798277 = -10221207.236221
  nChanged 85
		SP:Iteration 49Q (20464.430000 sec): 3 clusters
  Score: Raw -10234229.259286 + Penalty 12985.798277 = -10221243.461009
  nChanged 89
		SP:Iteration 50Q (20464.670000 sec): 3 clusters
  Score: Raw -10234272.453670 + Penalty 12985.798277 = -10221286.655393
  nChanged 97
		SP:Iteration 51Q (20464.900000 sec): 3 clusters
  Score: Raw -10234316.929680 + Penalty 12985.798277 = -10221331.131403
  nChanged 96
		SP:Iteration 52Q (20465.140000 sec): 3 clusters
  Score: Raw -10234369.881925 + Penalty 12985.798277 = -10221384.083649
  nChanged 88
		SP:Iteration 53Q (20465.380000 sec): 3 clusters
  Score: Raw -10234415.929052 + Penalty 12985.798277 = -10221430.130775
  nChanged 75
		SP:Iteration 54Q (20465.610000 sec): 3 clusters
  Score: Raw -10234452.452894 + Penalty 12985.798277 = -10221466.654617
  nChanged 74
		SP:Iteration 55Q (20465.840000 sec): 3 clusters
  Score: Raw -10234490.069772 + Penalty 12985.798277 = -10221504.271495
  nChanged 81
		SP:Iteration 56Q (20466.070000 sec): 3 clusters
  Score: Raw -10234530.003283 + Penalty 12985.798277 = -10221544.205006
  nChanged 62
		SP:Iteration 57Q (20466.300000 sec): 3 clusters
  Score: Raw -10234560.710771 + Penalty 12985.798277 = -10221574.912494
  nChanged 65
		SP:Iteration 58Q (20466.530000 sec): 3 clusters
  Score: Raw -10234591.973822 + Penalty 12985.798277 = -10221606.175546
  nChanged 63
		SP:Iteration 59Q (20466.760000 sec): 3 clusters
  Score: Raw -10234620.797198 + Penalty 12985.798277 = -10221634.998921
  nChanged 55
		SP:Iteration 60F (20467.060000 sec): 3 clusters
  Score: Raw -10234646.946190 + Penalty 12985.798277 = -10221661.147914
  nChanged 50
		SP:Iteration 61Q (20467.290000 sec): 3 clusters
  Score: Raw -10234670.913652 + Penalty 12985.798277 = -10221685.115375
  nChanged 37
		SP:Iteration 62Q (20467.510000 sec): 3 clusters
  Score: Raw -10234687.052002 + Penalty 12985.798277 = -10221701.253725
  nChanged 36
		SP:Iteration 63Q (20467.740000 sec): 3 clusters
  Score: Raw -10234702.624586 + Penalty 12985.798277 = -10221716.826309
  nChanged 27
		SP:Iteration 64Q (20467.970000 sec): 3 clusters
  Score: Raw -10234714.171638 + Penalty 12985.798277 = -10221728.373361
  nChanged 27
		SP:Iteration 65Q (20468.190000 sec): 3 clusters
  Score: Raw -10234723.428354 + Penalty 12985.798277 = -10221737.630077
  nChanged 18
		SP:Iteration 66Q (20468.420000 sec): 3 clusters
  Score: Raw -10234731.250032 + Penalty 12985.798277 = -10221745.451755
  nChanged 20
		SP:Iteration 67Q (20468.640000 sec): 3 clusters
  Score: Raw -10234739.253447 + Penalty 12985.798277 = -10221753.455171
  nChanged 25
		SP:Iteration 68Q (20468.870000 sec): 3 clusters
  Score: Raw -10234750.327181 + Penalty 12985.798277 = -10221764.528904
  nChanged 28
		SP:Iteration 69Q (20469.090000 sec): 3 clusters
  Score: Raw -10234762.558639 + Penalty 12985.798277 = -10221776.760362
  nChanged 16
		SP:Iteration 70Q (20469.320000 sec): 3 clusters
  Score: Raw -10234768.486925 + Penalty 12985.798277 = -10221782.688648
  nChanged 12
		SP:Iteration 71Q (20469.540000 sec): 3 clusters
  Score: Raw -10234772.507106 + Penalty 12985.798277 = -10221786.708829
  nChanged 9
		SP:Iteration 72Q (20469.760000 sec): 3 clusters
  Score: Raw -10234775.702166 + Penalty 12985.798277 = -10221789.903890
  nChanged 4
		SP:Iteration 73Q (20469.990000 sec): 3 clusters
  Score: Raw -10234776.875484 + Penalty 12985.798277 = -10221791.077207
  nChanged 7
		SP:Iteration 74Q (20470.210000 sec): 3 clusters
  Score: Raw -10234780.953895 + Penalty 12985.798277 = -10221795.155618
  nChanged 8
		SP:Iteration 75Q (20470.440000 sec): 3 clusters
  Score: Raw -10234784.048161 + Penalty 12985.798277 = -10221798.249884
  nChanged 8
		SP:Iteration 76Q (20470.660000 sec): 3 clusters
  Score: Raw -10234787.116090 + Penalty 12985.798277 = -10221801.317813
  nChanged 4
		SP:Iteration 77Q (20470.880000 sec): 3 clusters
  Score: Raw -10234788.575597 + Penalty 12985.798277 = -10221802.777321
  nChanged 4
		SP:Iteration 78Q (20471.110000 sec): 3 clusters
  Score: Raw -10234790.115937 + Penalty 12985.798277 = -10221804.317660
  nChanged 3
		SP:Iteration 79Q (20471.330000 sec): 3 clusters
  Score: Raw -10234791.180326 + Penalty 12985.798277 = -10221805.382049
  nChanged 2
		SP:Iteration 80F (20471.640000 sec): 3 clusters
  Score: Raw -10234791.563674 + Penalty 12985.798277 = -10221805.765398
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 23 (28424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20471.810000 sec): 2 clusters
  Score: Raw -7553711.012082 + Penalty 6281.180847 = -7547429.831235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20472.020000 sec): 3 clusters
  Score: Raw -7538144.206644 + Penalty 12562.361694 = -7525581.844951
  nChanged 11883
		SP:Iteration 1F (20472.240000 sec): 3 clusters
  Score: Raw -7544430.884578 + Penalty 12562.361694 = -7531868.522885
  nChanged 1783
		SP:Iteration 2F (20472.450000 sec): 3 clusters
  Score: Raw -7545283.836331 + Penalty 12562.361694 = -7532721.474637
  nChanged 1510
		SP:Iteration 3F (20472.660000 sec): 3 clusters
  Score: Raw -7546023.367041 + Penalty 12562.361694 = -7533461.005347
  nChanged 1422
		SP:Iteration 4F (20472.880000 sec): 3 clusters
  Score: Raw -7546813.230184 + Penalty 12562.361694 = -7534250.868490
  nChanged 1428
		SP:Iteration 5F (20473.090000 sec): 3 clusters
  Score: Raw -7547728.748905 + Penalty 12562.361694 = -7535166.387211
  nChanged 1557
		SP:Iteration 6F (20473.300000 sec): 3 clusters
  Score: Raw -7548800.962019 + Penalty 12562.361694 = -7536238.600326
  nChanged 1609
		SP:Iteration 7F (20473.510000 sec): 3 clusters
  Score: Raw -7549880.668538 + Penalty 12562.361694 = -7537318.306844
  nChanged 1526
		SP:Iteration 8F (20473.720000 sec): 3 clusters
  Score: Raw -7550808.376783 + Penalty 12562.361694 = -7538246.015089
  nChanged 1300
		SP:Iteration 9Q (20473.930000 sec): 3 clusters
  Score: Raw -7551479.183286 + Penalty 12562.361694 = -7538916.821592
  nChanged 1085
		SP:Iteration 10Q (20474.140000 sec): 3 clusters
  Score: Raw -7551987.741705 + Penalty 12562.361694 = -7539425.380011
  nChanged 843
		SP:Iteration 11Q (20474.350000 sec): 3 clusters
  Score: Raw -7552318.994252 + Penalty 12562.361694 = -7539756.632558
  nChanged 672
		SP:Iteration 12Q (20474.560000 sec): 3 clusters
  Score: Raw -7552545.173398 + Penalty 12562.361694 = -7539982.811704
  nChanged 524
		SP:Iteration 13Q (20474.780000 sec): 3 clusters
  Score: Raw -7552714.364124 + Penalty 12562.361694 = -7540152.002431
  nChanged 458
		SP:Iteration 14Q (20474.980000 sec): 3 clusters
  Score: Raw -7552860.166376 + Penalty 12562.361694 = -7540297.804682
  nChanged 396
		SP:Iteration 15Q (20475.200000 sec): 3 clusters
  Score: Raw -7552983.223919 + Penalty 12562.361694 = -7540420.862226
  nChanged 384
		SP:Iteration 16Q (20475.410000 sec): 3 clusters
  Score: Raw -7553099.877684 + Penalty 12562.361694 = -7540537.515990
  nChanged 334
		SP:Iteration 17Q (20475.620000 sec): 3 clusters
  Score: Raw -7553199.248043 + Penalty 12562.361694 = -7540636.886350
  nChanged 311
		SP:Iteration 18Q (20475.830000 sec): 3 clusters
  Score: Raw -7553283.731795 + Penalty 12562.361694 = -7540721.370102
  nChanged 268
		SP:Iteration 19Q (20476.040000 sec): 3 clusters
  Score: Raw -7553359.145333 + Penalty 12562.361694 = -7540796.783639
  nChanged 269
		SP:Iteration 20F (20476.260000 sec): 3 clusters
  Score: Raw -7553431.322740 + Penalty 12562.361694 = -7540868.961046
  nChanged 254
		SP:Iteration 21Q (20476.470000 sec): 3 clusters
  Score: Raw -7553498.839830 + Penalty 12562.361694 = -7540936.478137
  nChanged 229
		SP:Iteration 22Q (20476.680000 sec): 3 clusters
  Score: Raw -7553560.214436 + Penalty 12562.361694 = -7540997.852742
  nChanged 228
		SP:Iteration 23Q (20476.890000 sec): 3 clusters
  Score: Raw -7553625.638144 + Penalty 12562.361694 = -7541063.276450
  nChanged 218
		SP:Iteration 24Q (20477.100000 sec): 3 clusters
  Score: Raw -7553686.107159 + Penalty 12562.361694 = -7541123.745465
  nChanged 216
		SP:Iteration 25Q (20477.310000 sec): 3 clusters
  Score: Raw -7553743.414552 + Penalty 12562.361694 = -7541181.052858
  nChanged 203
		SP:Iteration 26Q (20477.520000 sec): 3 clusters
  Score: Raw -7553798.809769 + Penalty 12562.361694 = -7541236.448075
  nChanged 195
		SP:Iteration 27Q (20477.720000 sec): 3 clusters
  Score: Raw -7553849.417027 + Penalty 12562.361694 = -7541287.055334
  nChanged 181
		SP:Iteration 28Q (20477.940000 sec): 3 clusters
  Score: Raw -7553897.054579 + Penalty 12562.361694 = -7541334.692885
  nChanged 180
		SP:Iteration 29Q (20478.140000 sec): 3 clusters
  Score: Raw -7553948.979446 + Penalty 12562.361694 = -7541386.617753
  nChanged 181
		SP:Iteration 30Q (20478.350000 sec): 3 clusters
  Score: Raw -7553997.605425 + Penalty 12562.361694 = -7541435.243731
  nChanged 184
		SP:Iteration 31Q (20478.560000 sec): 3 clusters
  Score: Raw -7554047.130120 + Penalty 12562.361694 = -7541484.768426
  nChanged 165
		SP:Iteration 32Q (20478.770000 sec): 3 clusters
  Score: Raw -7554094.123024 + Penalty 12562.361694 = -7541531.761330
  nChanged 162
		SP:Iteration 33Q (20478.980000 sec): 3 clusters
  Score: Raw -7554143.463164 + Penalty 12562.361694 = -7541581.101471
  nChanged 162
		SP:Iteration 34Q (20479.190000 sec): 3 clusters
  Score: Raw -7554197.517774 + Penalty 12562.361694 = -7541635.156080
  nChanged 162
		SP:Iteration 35Q (20479.400000 sec): 3 clusters
  Score: Raw -7554248.719190 + Penalty 12562.361694 = -7541686.357496
  nChanged 138
		SP:Iteration 36Q (20479.610000 sec): 3 clusters
  Score: Raw -7554287.850581 + Penalty 12562.361694 = -7541725.488887
  nChanged 129
		SP:Iteration 37Q (20479.820000 sec): 3 clusters
  Score: Raw -7554324.130801 + Penalty 12562.361694 = -7541761.769108
  nChanged 106
		SP:Iteration 38Q (20480.020000 sec): 3 clusters
  Score: Raw -7554352.560985 + Penalty 12562.361694 = -7541790.199291
  nChanged 99
		SP:Iteration 39Q (20480.230000 sec): 3 clusters
  Score: Raw -7554380.792460 + Penalty 12562.361694 = -7541818.430766
  nChanged 101
		SP:Iteration 40F (20480.440000 sec): 3 clusters
  Score: Raw -7554412.120402 + Penalty 12562.361694 = -7541849.758709
  nChanged 85
		SP:Iteration 41Q (20480.650000 sec): 3 clusters
  Score: Raw -7554440.944827 + Penalty 12562.361694 = -7541878.583134
  nChanged 100
		SP:Iteration 42Q (20480.860000 sec): 3 clusters
  Score: Raw -7554473.085576 + Penalty 12562.361694 = -7541910.723883
  nChanged 105
		SP:Iteration 43Q (20481.070000 sec): 3 clusters
  Score: Raw -7554505.264144 + Penalty 12562.361694 = -7541942.902450
  nChanged 93
		SP:Iteration 44Q (20481.270000 sec): 3 clusters
  Score: Raw -7554535.408780 + Penalty 12562.361694 = -7541973.047087
  nChanged 108
		SP:Iteration 45Q (20481.480000 sec): 3 clusters
  Score: Raw -7554571.833051 + Penalty 12562.361694 = -7542009.471357
  nChanged 100
		SP:Iteration 46Q (20481.690000 sec): 3 clusters
  Score: Raw -7554603.899463 + Penalty 12562.361694 = -7542041.537770
  nChanged 93
		SP:Iteration 47Q (20481.890000 sec): 3 clusters
  Score: Raw -7554633.970407 + Penalty 12562.361694 = -7542071.608713
  nChanged 100
		SP:Iteration 48Q (20482.100000 sec): 3 clusters
  Score: Raw -7554670.230755 + Penalty 12562.361694 = -7542107.869061
  nChanged 87
		SP:Iteration 49Q (20482.300000 sec): 3 clusters
  Score: Raw -7554697.527632 + Penalty 12562.361694 = -7542135.165939
  nChanged 64
		SP:Iteration 50Q (20482.510000 sec): 3 clusters
  Score: Raw -7554717.634773 + Penalty 12562.361694 = -7542155.273079
  nChanged 55
		SP:Iteration 51Q (20482.710000 sec): 3 clusters
  Score: Raw -7554734.542489 + Penalty 12562.361694 = -7542172.180795
  nChanged 53
		SP:Iteration 52Q (20482.920000 sec): 3 clusters
  Score: Raw -7554752.507251 + Penalty 12562.361694 = -7542190.145557
  nChanged 50
		SP:Iteration 53Q (20483.120000 sec): 3 clusters
  Score: Raw -7554768.291088 + Penalty 12562.361694 = -7542205.929394
  nChanged 47
		SP:Iteration 54Q (20483.320000 sec): 3 clusters
  Score: Raw -7554783.349936 + Penalty 12562.361694 = -7542220.988242
  nChanged 48
		SP:Iteration 55Q (20483.530000 sec): 3 clusters
  Score: Raw -7554798.639791 + Penalty 12562.361694 = -7542236.278098
  nChanged 39
		SP:Iteration 56Q (20483.730000 sec): 3 clusters
  Score: Raw -7554812.705139 + Penalty 12562.361694 = -7542250.343446
  nChanged 47
		SP:Iteration 57Q (20483.930000 sec): 3 clusters
  Score: Raw -7554827.205477 + Penalty 12562.361694 = -7542264.843784
  nChanged 41
		SP:Iteration 58Q (20484.130000 sec): 3 clusters
  Score: Raw -7554841.837040 + Penalty 12562.361694 = -7542279.475346
  nChanged 37
		SP:Iteration 59Q (20484.340000 sec): 3 clusters
  Score: Raw -7554854.563930 + Penalty 12562.361694 = -7542292.202236
  nChanged 43
		SP:Iteration 60F (20484.550000 sec): 3 clusters
  Score: Raw -7554869.300230 + Penalty 12562.361694 = -7542306.938537
  nChanged 36
		SP:Iteration 61Q (20484.750000 sec): 3 clusters
  Score: Raw -7554882.264819 + Penalty 12562.361694 = -7542319.903125
  nChanged 42
		SP:Iteration 62Q (20484.950000 sec): 3 clusters
  Score: Raw -7554897.477166 + Penalty 12562.361694 = -7542335.115472
  nChanged 32
		SP:Iteration 63Q (20485.150000 sec): 3 clusters
  Score: Raw -7554907.542615 + Penalty 12562.361694 = -7542345.180921
  nChanged 22
		SP:Iteration 64Q (20485.350000 sec): 3 clusters
  Score: Raw -7554913.178472 + Penalty 12562.361694 = -7542350.816778
  nChanged 17
		SP:Iteration 65Q (20485.550000 sec): 3 clusters
  Score: Raw -7554918.564651 + Penalty 12562.361694 = -7542356.202957
  nChanged 14
		SP:Iteration 66Q (20485.750000 sec): 3 clusters
  Score: Raw -7554923.628115 + Penalty 12562.361694 = -7542361.266422
  nChanged 16
		SP:Iteration 67Q (20485.950000 sec): 3 clusters
  Score: Raw -7554928.420182 + Penalty 12562.361694 = -7542366.058489
  nChanged 21
		SP:Iteration 68Q (20486.150000 sec): 3 clusters
  Score: Raw -7554934.647411 + Penalty 12562.361694 = -7542372.285717
  nChanged 16
		SP:Iteration 69Q (20486.350000 sec): 3 clusters
  Score: Raw -7554938.845884 + Penalty 12562.361694 = -7542376.484191
  nChanged 14
		SP:Iteration 70Q (20486.550000 sec): 3 clusters
  Score: Raw -7554944.500941 + Penalty 12562.361694 = -7542382.139248
  nChanged 20
		SP:Iteration 71Q (20486.750000 sec): 3 clusters
  Score: Raw -7554950.869127 + Penalty 12562.361694 = -7542388.507433
  nChanged 15
		SP:Iteration 72Q (20486.950000 sec): 3 clusters
  Score: Raw -7554956.600743 + Penalty 12562.361694 = -7542394.239049
  nChanged 16
		SP:Iteration 73Q (20487.140000 sec): 3 clusters
  Score: Raw -7554961.472320 + Penalty 12562.361694 = -7542399.110627
  nChanged 14
		SP:Iteration 74Q (20487.340000 sec): 3 clusters
  Score: Raw -7554966.724118 + Penalty 12562.361694 = -7542404.362424
  nChanged 11
		SP:Iteration 75Q (20487.540000 sec): 3 clusters
  Score: Raw -7554969.867296 + Penalty 12562.361694 = -7542407.505603
  nChanged 7
		SP:Iteration 76Q (20487.740000 sec): 3 clusters
  Score: Raw -7554971.856388 + Penalty 12562.361694 = -7542409.494695
  nChanged 8
		SP:Iteration 77Q (20487.940000 sec): 3 clusters
  Score: Raw -7554974.890494 + Penalty 12562.361694 = -7542412.528801
  nChanged 7
		SP:Iteration 78Q (20488.140000 sec): 3 clusters
  Score: Raw -7554977.965401 + Penalty 12562.361694 = -7542415.603708
  nChanged 6
		SP:Iteration 79Q (20488.340000 sec): 3 clusters
  Score: Raw -7554980.512497 + Penalty 12562.361694 = -7542418.150804
  nChanged 10
		SP:Iteration 80F (20488.550000 sec): 3 clusters
  Score: Raw -7554983.673316 + Penalty 12562.361694 = -7542421.311622
  nChanged 13
		SP:Iteration 81Q (20488.750000 sec): 3 clusters
  Score: Raw -7554988.122927 + Penalty 12562.361694 = -7542425.761234
  nChanged 10
		SP:Iteration 82Q (20488.950000 sec): 3 clusters
  Score: Raw -7554992.025681 + Penalty 12562.361694 = -7542429.663987
  nChanged 10
		SP:Iteration 83Q (20489.140000 sec): 3 clusters
  Score: Raw -7554995.481550 + Penalty 12562.361694 = -7542433.119857
  nChanged 6
		SP:Iteration 84Q (20489.340000 sec): 3 clusters
  Score: Raw -7554996.718301 + Penalty 12562.361694 = -7542434.356607
  nChanged 2
		SP:Iteration 85Q (20489.540000 sec): 3 clusters
  Score: Raw -7554997.309172 + Penalty 12562.361694 = -7542434.947478
  nChanged 4
		SP:Iteration 86Q (20489.740000 sec): 3 clusters
  Score: Raw -7554998.636442 + Penalty 12562.361694 = -7542436.274749
  nChanged 4
		SP:Iteration 87Q (20489.940000 sec): 3 clusters
  Score: Raw -7554999.526961 + Penalty 12562.361694 = -7542437.165267
  nChanged 5
		SP:Iteration 88Q (20490.140000 sec): 3 clusters
  Score: Raw -7555000.783956 + Penalty 12562.361694 = -7542438.422262
  nChanged 7
		SP:Iteration 89Q (20490.330000 sec): 3 clusters
  Score: Raw -7555002.796889 + Penalty 12562.361694 = -7542440.435196
  nChanged 3
		SP:Iteration 90Q (20490.530000 sec): 3 clusters
  Score: Raw -7555003.780678 + Penalty 12562.361694 = -7542441.418984
  nChanged 4
		SP:Iteration 91Q (20490.730000 sec): 3 clusters
  Score: Raw -7555004.903606 + Penalty 12562.361694 = -7542442.541912
  nChanged 3
		SP:Iteration 92Q (20490.930000 sec): 3 clusters
  Score: Raw -7555005.891385 + Penalty 12562.361694 = -7542443.529691
  nChanged 6
		SP:Iteration 93Q (20491.120000 sec): 3 clusters
  Score: Raw -7555007.755605 + Penalty 12562.361694 = -7542445.393911
  nChanged 5
		SP:Iteration 94Q (20491.320000 sec): 3 clusters
  Score: Raw -7555009.440223 + Penalty 12562.361694 = -7542447.078529
  nChanged 2
		SP:Iteration 95Q (20491.520000 sec): 3 clusters
  Score: Raw -7555010.454464 + Penalty 12562.361694 = -7542448.092770
  nChanged 2
		SP:Iteration 96Q (20491.720000 sec): 3 clusters
  Score: Raw -7555011.132159 + Penalty 12562.361694 = -7542448.770466
  nChanged 3
		SP:Iteration 97Q (20491.910000 sec): 3 clusters
  Score: Raw -7555011.756434 + Penalty 12562.361694 = -7542449.394740
  nChanged 2
		SP:Iteration 98Q (20492.110000 sec): 3 clusters
  Score: Raw -7555012.208710 + Penalty 12562.361694 = -7542449.847017
  nChanged 1
		SP:Iteration 99Q (20492.300000 sec): 3 clusters
  Score: Raw -7555012.430778 + Penalty 12562.361694 = -7542450.069084
  nChanged 2
		SP:Iteration 100F (20492.520000 sec): 3 clusters
  Score: Raw -7555013.184085 + Penalty 12562.361694 = -7542450.822391
  nChanged 3
		SP:Iteration 101Q (20492.710000 sec): 3 clusters
  Score: Raw -7555014.105063 + Penalty 12562.361694 = -7542451.743370
  nChanged 5
		SP:Iteration 102Q (20492.910000 sec): 3 clusters
  Score: Raw -7555015.420035 + Penalty 12562.361694 = -7542453.058341
  nChanged 3
		SP:Iteration 103Q (20493.100000 sec): 3 clusters
  Score: Raw -7555016.368836 + Penalty 12562.361694 = -7542454.007143
  nChanged 5
		SP:Iteration 104Q (20493.300000 sec): 3 clusters
  Score: Raw -7555017.525360 + Penalty 12562.361694 = -7542455.163666
  nChanged 1
		SP:Iteration 105Q (20493.500000 sec): 3 clusters
  Score: Raw -7555018.169429 + Penalty 12562.361694 = -7542455.807736
  nChanged 4
		SP:Iteration 106Q (20493.690000 sec): 3 clusters
  Score: Raw -7555019.362434 + Penalty 12562.361694 = -7542457.000741
  nChanged 8
		SP:Iteration 107Q (20493.890000 sec): 3 clusters
  Score: Raw -7555021.856163 + Penalty 12562.361694 = -7542459.494470
  nChanged 8
		SP:Iteration 108Q (20494.080000 sec): 3 clusters
  Score: Raw -7555024.063502 + Penalty 12562.361694 = -7542461.701808
  nChanged 7
		SP:Iteration 109Q (20494.280000 sec): 3 clusters
  Score: Raw -7555026.226449 + Penalty 12562.361694 = -7542463.864755
  nChanged 8
		SP:Iteration 110Q (20494.480000 sec): 3 clusters
  Score: Raw -7555028.626116 + Penalty 12562.361694 = -7542466.264422
  nChanged 7
		SP:Iteration 111Q (20494.670000 sec): 3 clusters
  Score: Raw -7555030.522029 + Penalty 12562.361694 = -7542468.160335
  nChanged 6
		SP:Iteration 112Q (20494.870000 sec): 3 clusters
  Score: Raw -7555032.162131 + Penalty 12562.361694 = -7542469.800438
  nChanged 2
		SP:Iteration 113Q (20495.070000 sec): 3 clusters
  Score: Raw -7555032.745289 + Penalty 12562.361694 = -7542470.383595
  nChanged 0
		SP:Iteration 114F (20495.280000 sec): 3 clusters
  Score: Raw -7555032.745289 + Penalty 12562.361694 = -7542470.383595
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 24 (17843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20495.400000 sec): 2 clusters
  Score: Raw -4715714.420081 + Penalty 5995.987014 = -4709718.433067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20495.530000 sec): 3 clusters
  Score: Raw -4706594.613264 + Penalty 11991.974028 = -4694602.639236
  nChanged 7163
		SP:Iteration 1F (20495.670000 sec): 3 clusters
  Score: Raw -4710505.310096 + Penalty 11991.974028 = -4698513.336068
  nChanged 1223
		SP:Iteration 2F (20495.800000 sec): 3 clusters
  Score: Raw -4711118.422299 + Penalty 11991.974028 = -4699126.448271
  nChanged 873
		SP:Iteration 3Q (20495.940000 sec): 3 clusters
  Score: Raw -4711528.634465 + Penalty 11991.974028 = -4699536.660437
  nChanged 670
		SP:Iteration 4Q (20496.070000 sec): 3 clusters
  Score: Raw -4711816.520993 + Penalty 11991.974028 = -4699824.546965
  nChanged 552
		SP:Iteration 5Q (20496.210000 sec): 3 clusters
  Score: Raw -4712050.451626 + Penalty 11991.974028 = -4700058.477598
  nChanged 481
		SP:Iteration 6Q (20496.350000 sec): 3 clusters
  Score: Raw -4712269.650683 + Penalty 11991.974028 = -4700277.676655
  nChanged 452
		SP:Iteration 7Q (20496.480000 sec): 3 clusters
  Score: Raw -4712499.192453 + Penalty 11991.974028 = -4700507.218425
  nChanged 489
		SP:Iteration 8Q (20496.620000 sec): 3 clusters
  Score: Raw -4712745.989178 + Penalty 11991.974028 = -4700754.015150
  nChanged 477
		SP:Iteration 9Q (20496.750000 sec): 3 clusters
  Score: Raw -4712988.983974 + Penalty 11991.974028 = -4700997.009946
  nChanged 491
		SP:Iteration 10Q (20496.890000 sec): 3 clusters
  Score: Raw -4713253.076780 + Penalty 11991.974028 = -4701261.102752
  nChanged 514
		SP:Iteration 11Q (20497.020000 sec): 3 clusters
  Score: Raw -4713526.540499 + Penalty 11991.974028 = -4701534.566471
  nChanged 490
		SP:Iteration 12Q (20497.160000 sec): 3 clusters
  Score: Raw -4713777.941123 + Penalty 11991.974028 = -4701785.967095
  nChanged 448
		SP:Iteration 13Q (20497.290000 sec): 3 clusters
  Score: Raw -4714025.285854 + Penalty 11991.974028 = -4702033.311826
  nChanged 508
		SP:Iteration 14Q (20497.420000 sec): 3 clusters
  Score: Raw -4714309.397548 + Penalty 11991.974028 = -4702317.423520
  nChanged 491
		SP:Iteration 15Q (20497.550000 sec): 3 clusters
  Score: Raw -4714594.697560 + Penalty 11991.974028 = -4702602.723532
  nChanged 471
		SP:Iteration 16Q (20497.690000 sec): 3 clusters
  Score: Raw -4714887.704738 + Penalty 11991.974028 = -4702895.730710
  nChanged 462
		SP:Iteration 17Q (20497.820000 sec): 3 clusters
  Score: Raw -4715166.358564 + Penalty 11991.974028 = -4703174.384536
  nChanged 389
		SP:Iteration 18Q (20497.950000 sec): 3 clusters
  Score: Raw -4715405.998295 + Penalty 11991.974028 = -4703414.024267
  nChanged 373
		SP:Iteration 19Q (20498.080000 sec): 3 clusters
  Score: Raw -4715621.596167 + Penalty 11991.974028 = -4703629.622140
  nChanged 331
		SP:Iteration 20F (20498.210000 sec): 3 clusters
  Score: Raw -4715834.091935 + Penalty 11991.974028 = -4703842.117907
  nChanged 306
		SP:Iteration 21Q (20498.340000 sec): 3 clusters
  Score: Raw -4716039.547609 + Penalty 11991.974028 = -4704047.573581
  nChanged 282
		SP:Iteration 22Q (20498.460000 sec): 3 clusters
  Score: Raw -4716216.265715 + Penalty 11991.974028 = -4704224.291687
  nChanged 246
		SP:Iteration 23Q (20498.590000 sec): 3 clusters
  Score: Raw -4716343.524509 + Penalty 11991.974028 = -4704351.550481
  nChanged 202
		SP:Iteration 24Q (20498.710000 sec): 3 clusters
  Score: Raw -4716453.056717 + Penalty 11991.974028 = -4704461.082689
  nChanged 171
		SP:Iteration 25Q (20498.830000 sec): 3 clusters
  Score: Raw -4716549.225857 + Penalty 11991.974028 = -4704557.251829
  nChanged 138
		SP:Iteration 26Q (20498.950000 sec): 3 clusters
  Score: Raw -4716626.387162 + Penalty 11991.974028 = -4704634.413134
  nChanged 112
		SP:Iteration 27Q (20499.070000 sec): 3 clusters
  Score: Raw -4716680.833975 + Penalty 11991.974028 = -4704688.859947
  nChanged 82
		SP:Iteration 28Q (20499.190000 sec): 3 clusters
  Score: Raw -4716717.623565 + Penalty 11991.974028 = -4704725.649537
  nChanged 70
		SP:Iteration 29Q (20499.310000 sec): 3 clusters
  Score: Raw -4716749.487634 + Penalty 11991.974028 = -4704757.513606
  nChanged 54
		SP:Iteration 30Q (20499.430000 sec): 3 clusters
  Score: Raw -4716775.142090 + Penalty 11991.974028 = -4704783.168062
  nChanged 52
		SP:Iteration 31Q (20499.540000 sec): 3 clusters
  Score: Raw -4716803.200203 + Penalty 11991.974028 = -4704811.226175
  nChanged 49
		SP:Iteration 32Q (20499.660000 sec): 3 clusters
  Score: Raw -4716826.552389 + Penalty 11991.974028 = -4704834.578361
  nChanged 48
		SP:Iteration 33Q (20499.770000 sec): 3 clusters
  Score: Raw -4716846.357188 + Penalty 11991.974028 = -4704854.383160
  nChanged 34
		SP:Iteration 34Q (20499.890000 sec): 3 clusters
  Score: Raw -4716860.123753 + Penalty 11991.974028 = -4704868.149725
  nChanged 28
		SP:Iteration 35Q (20500.010000 sec): 3 clusters
  Score: Raw -4716871.335001 + Penalty 11991.974028 = -4704879.360973
  nChanged 19
		SP:Iteration 36Q (20500.120000 sec): 3 clusters
  Score: Raw -4716879.613462 + Penalty 11991.974028 = -4704887.639434
  nChanged 17
		SP:Iteration 37Q (20500.240000 sec): 3 clusters
  Score: Raw -4716886.313726 + Penalty 11991.974028 = -4704894.339698
  nChanged 17
		SP:Iteration 38Q (20500.350000 sec): 3 clusters
  Score: Raw -4716893.934543 + Penalty 11991.974028 = -4704901.960515
  nChanged 11
		SP:Iteration 39Q (20500.470000 sec): 3 clusters
  Score: Raw -4716898.608462 + Penalty 11991.974028 = -4704906.634434
  nChanged 15
		SP:Iteration 40F (20500.610000 sec): 3 clusters
  Score: Raw -4716903.679266 + Penalty 11991.974028 = -4704911.705238
  nChanged 10
		SP:Iteration 41Q (20500.730000 sec): 3 clusters
  Score: Raw -4716907.267247 + Penalty 11991.974028 = -4704915.293219
  nChanged 9
		SP:Iteration 42Q (20500.840000 sec): 3 clusters
  Score: Raw -4716910.178051 + Penalty 11991.974028 = -4704918.204023
  nChanged 12
		SP:Iteration 43Q (20500.960000 sec): 3 clusters
  Score: Raw -4716916.193140 + Penalty 11991.974028 = -4704924.219112
  nChanged 10
		SP:Iteration 44Q (20501.070000 sec): 3 clusters
  Score: Raw -4716921.224328 + Penalty 11991.974028 = -4704929.250300
  nChanged 7
		SP:Iteration 45Q (20501.190000 sec): 3 clusters
  Score: Raw -4716923.948785 + Penalty 11991.974028 = -4704931.974757
  nChanged 7
		SP:Iteration 46Q (20501.300000 sec): 3 clusters
  Score: Raw -4716927.979012 + Penalty 11991.974028 = -4704936.004985
  nChanged 3
		SP:Iteration 47Q (20501.420000 sec): 3 clusters
  Score: Raw -4716928.989347 + Penalty 11991.974028 = -4704937.015319
  nChanged 5
		SP:Iteration 48Q (20501.530000 sec): 3 clusters
  Score: Raw -4716930.843353 + Penalty 11991.974028 = -4704938.869325
  nChanged 4
		SP:Iteration 49Q (20501.650000 sec): 3 clusters
  Score: Raw -4716932.163574 + Penalty 11991.974028 = -4704940.189546
  nChanged 4
		SP:Iteration 50Q (20501.760000 sec): 3 clusters
  Score: Raw -4716933.570344 + Penalty 11991.974028 = -4704941.596316
  nChanged 3
		SP:Iteration 51Q (20501.880000 sec): 3 clusters
  Score: Raw -4716934.492415 + Penalty 11991.974028 = -4704942.518387
  nChanged 2
		SP:Iteration 52Q (20501.990000 sec): 3 clusters
  Score: Raw -4716935.195071 + Penalty 11991.974028 = -4704943.221043
  nChanged 0
		SP:Iteration 53F (20502.130000 sec): 3 clusters
  Score: Raw -4716935.195071 + Penalty 11991.974028 = -4704943.221043
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 25 (44533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20502.410000 sec): 2 clusters
  Score: Raw -11685455.245866 + Penalty 6556.191282 = -11678899.054584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20502.740000 sec): 3 clusters
  Score: Raw -11659926.460451 + Penalty 13112.382564 = -11646814.077887
  nChanged 19329
		SP:Iteration 1F (20503.080000 sec): 3 clusters
  Score: Raw -11670190.726436 + Penalty 13112.382564 = -11657078.343872
  nChanged 2350
		SP:Iteration 2F (20503.420000 sec): 3 clusters
  Score: Raw -11671055.857900 + Penalty 13112.382564 = -11657943.475336
  nChanged 1938
		SP:Iteration 3Q (20503.760000 sec): 3 clusters
  Score: Raw -11671760.548297 + Penalty 13112.382564 = -11658648.165733
  nChanged 1757
		SP:Iteration 4Q (20504.100000 sec): 3 clusters
  Score: Raw -11672517.381245 + Penalty 13112.382564 = -11659404.998682
  nChanged 1740
		SP:Iteration 5Q (20504.450000 sec): 3 clusters
  Score: Raw -11673398.559296 + Penalty 13112.382564 = -11660286.176732
  nChanged 1910
		SP:Iteration 6Q (20504.800000 sec): 3 clusters
  Score: Raw -11674436.270276 + Penalty 13112.382564 = -11661323.887712
  nChanged 2069
		SP:Iteration 7Q (20505.130000 sec): 3 clusters
  Score: Raw -11675639.964304 + Penalty 13112.382564 = -11662527.581740
  nChanged 2329
		SP:Iteration 8F (20505.470000 sec): 3 clusters
  Score: Raw -11676969.206676 + Penalty 13112.382564 = -11663856.824112
  nChanged 2389
		SP:Iteration 9F (20505.820000 sec): 3 clusters
  Score: Raw -11678317.921949 + Penalty 13112.382564 = -11665205.539385
  nChanged 2418
		SP:Iteration 10F (20506.150000 sec): 3 clusters
  Score: Raw -11679588.333117 + Penalty 13112.382564 = -11666475.950553
  nChanged 2136
		SP:Iteration 11Q (20506.490000 sec): 3 clusters
  Score: Raw -11680610.234744 + Penalty 13112.382564 = -11667497.852180
  nChanged 1784
		SP:Iteration 12Q (20506.830000 sec): 3 clusters
  Score: Raw -11681402.119506 + Penalty 13112.382564 = -11668289.736942
  nChanged 1466
		SP:Iteration 13Q (20507.160000 sec): 3 clusters
  Score: Raw -11682015.913989 + Penalty 13112.382564 = -11668903.531425
  nChanged 1181
		SP:Iteration 14Q (20507.500000 sec): 3 clusters
  Score: Raw -11682492.263788 + Penalty 13112.382564 = -11669379.881224
  nChanged 940
		SP:Iteration 15Q (20507.830000 sec): 3 clusters
  Score: Raw -11682829.855052 + Penalty 13112.382564 = -11669717.472488
  nChanged 808
		SP:Iteration 16Q (20508.170000 sec): 3 clusters
  Score: Raw -11683094.652662 + Penalty 13112.382564 = -11669982.270098
  nChanged 646
		SP:Iteration 17Q (20508.500000 sec): 3 clusters
  Score: Raw -11683280.652748 + Penalty 13112.382564 = -11670168.270184
  nChanged 537
		SP:Iteration 18Q (20508.840000 sec): 3 clusters
  Score: Raw -11683433.301124 + Penalty 13112.382564 = -11670320.918560
  nChanged 522
		SP:Iteration 19Q (20509.170000 sec): 3 clusters
  Score: Raw -11683578.140778 + Penalty 13112.382564 = -11670465.758214
  nChanged 468
		SP:Iteration 20F (20509.510000 sec): 3 clusters
  Score: Raw -11683709.018139 + Penalty 13112.382564 = -11670596.635576
  nChanged 465
		SP:Iteration 21Q (20509.850000 sec): 3 clusters
  Score: Raw -11683845.991848 + Penalty 13112.382564 = -11670733.609285
  nChanged 471
		SP:Iteration 22Q (20510.190000 sec): 3 clusters
  Score: Raw -11683991.077137 + Penalty 13112.382564 = -11670878.694573
  nChanged 484
		SP:Iteration 23Q (20510.520000 sec): 3 clusters
  Score: Raw -11684146.172743 + Penalty 13112.382564 = -11671033.790179
  nChanged 504
		SP:Iteration 24Q (20510.850000 sec): 3 clusters
  Score: Raw -11684312.696877 + Penalty 13112.382564 = -11671200.314314
  nChanged 486
		SP:Iteration 25Q (20511.190000 sec): 3 clusters
  Score: Raw -11684476.112061 + Penalty 13112.382564 = -11671363.729497
  nChanged 448
		SP:Iteration 26Q (20511.520000 sec): 3 clusters
  Score: Raw -11684640.458810 + Penalty 13112.382564 = -11671528.076246
  nChanged 437
		SP:Iteration 27Q (20511.850000 sec): 3 clusters
  Score: Raw -11684811.627801 + Penalty 13112.382564 = -11671699.245237
  nChanged 456
		SP:Iteration 28Q (20512.190000 sec): 3 clusters
  Score: Raw -11685000.778474 + Penalty 13112.382564 = -11671888.395910
  nChanged 464
		SP:Iteration 29Q (20512.520000 sec): 3 clusters
  Score: Raw -11685209.349616 + Penalty 13112.382564 = -11672096.967052
  nChanged 425
		SP:Iteration 30Q (20512.850000 sec): 3 clusters
  Score: Raw -11685433.893976 + Penalty 13112.382564 = -11672321.511412
  nChanged 423
		SP:Iteration 31Q (20513.180000 sec): 3 clusters
  Score: Raw -11685713.280755 + Penalty 13112.382564 = -11672600.898191
  nChanged 431
		SP:Iteration 32Q (20513.510000 sec): 3 clusters
  Score: Raw -11686095.496311 + Penalty 13112.382564 = -11672983.113747
  nChanged 383
		SP:Iteration 33Q (20513.830000 sec): 3 clusters
  Score: Raw -11686642.803605 + Penalty 13112.382564 = -11673530.421041
  nChanged 314
		SP:Iteration 34Q (20514.150000 sec): 3 clusters
  Score: Raw -11687213.988748 + Penalty 13112.382564 = -11674101.606184
  nChanged 243
		SP:Iteration 35Q (20514.430000 sec): 3 clusters
  Score: Raw -11687494.121550 + Penalty 13112.382564 = -11674381.738987
  nChanged 209
		SP:Iteration 36Q (20514.700000 sec): 3 clusters
  Score: Raw -11687609.647101 + Penalty 13112.382564 = -11674497.264537
  nChanged 148
		SP:Iteration 37Q (20514.960000 sec): 3 clusters
  Score: Raw -11687676.466711 + Penalty 13112.382564 = -11674564.084148
  nChanged 88
		SP:Iteration 38Q (20515.210000 sec): 3 clusters
  Score: Raw -11687708.692872 + Penalty 13112.382564 = -11674596.310308
  nChanged 58
		SP:Iteration 39Q (20515.480000 sec): 3 clusters
  Score: Raw -11687730.704012 + Penalty 13112.382564 = -11674618.321448
  nChanged 51
		SP:Iteration 40F (20515.820000 sec): 3 clusters
  Score: Raw -11687746.936551 + Penalty 13112.382564 = -11674634.553988
  nChanged 40
		SP:Iteration 41Q (20516.070000 sec): 3 clusters
  Score: Raw -11687758.959651 + Penalty 13112.382564 = -11674646.577087
  nChanged 33
		SP:Iteration 42Q (20516.330000 sec): 3 clusters
  Score: Raw -11687768.496218 + Penalty 13112.382564 = -11674656.113654
  nChanged 34
		SP:Iteration 43Q (20516.580000 sec): 3 clusters
  Score: Raw -11687777.779082 + Penalty 13112.382564 = -11674665.396518
  nChanged 18
		SP:Iteration 44Q (20516.830000 sec): 3 clusters
  Score: Raw -11687782.477171 + Penalty 13112.382564 = -11674670.094607
  nChanged 16
		SP:Iteration 45Q (20517.080000 sec): 3 clusters
  Score: Raw -11687787.360323 + Penalty 13112.382564 = -11674674.977760
  nChanged 19
		SP:Iteration 46Q (20517.340000 sec): 3 clusters
  Score: Raw -11687791.820111 + Penalty 13112.382564 = -11674679.437547
  nChanged 15
		SP:Iteration 47Q (20517.590000 sec): 3 clusters
  Score: Raw -11687796.382457 + Penalty 13112.382564 = -11674683.999893
  nChanged 16
		SP:Iteration 48Q (20517.840000 sec): 3 clusters
  Score: Raw -11687800.961976 + Penalty 13112.382564 = -11674688.579412
  nChanged 16
		SP:Iteration 49Q (20518.090000 sec): 3 clusters
  Score: Raw -11687806.076598 + Penalty 13112.382564 = -11674693.694035
  nChanged 13
		SP:Iteration 50Q (20518.340000 sec): 3 clusters
  Score: Raw -11687809.721956 + Penalty 13112.382564 = -11674697.339392
  nChanged 8
		SP:Iteration 51Q (20518.590000 sec): 3 clusters
  Score: Raw -11687811.223652 + Penalty 13112.382564 = -11674698.841088
  nChanged 9
		SP:Iteration 52Q (20518.840000 sec): 3 clusters
  Score: Raw -11687814.032181 + Penalty 13112.382564 = -11674701.649617
  nChanged 16
		SP:Iteration 53Q (20519.090000 sec): 3 clusters
  Score: Raw -11687818.181476 + Penalty 13112.382564 = -11674705.798913
  nChanged 13
		SP:Iteration 54Q (20519.340000 sec): 3 clusters
  Score: Raw -11687821.944046 + Penalty 13112.382564 = -11674709.561482
  nChanged 11
		SP:Iteration 55Q (20519.600000 sec): 3 clusters
  Score: Raw -11687825.039841 + Penalty 13112.382564 = -11674712.657277
  nChanged 9
		SP:Iteration 56Q (20519.840000 sec): 3 clusters
  Score: Raw -11687827.581701 + Penalty 13112.382564 = -11674715.199137
  nChanged 10
		SP:Iteration 57Q (20520.100000 sec): 3 clusters
  Score: Raw -11687829.763727 + Penalty 13112.382564 = -11674717.381163
  nChanged 3
		SP:Iteration 58Q (20520.340000 sec): 3 clusters
  Score: Raw -11687830.505917 + Penalty 13112.382564 = -11674718.123354
  nChanged 4
		SP:Iteration 59Q (20520.600000 sec): 3 clusters
  Score: Raw -11687831.536891 + Penalty 13112.382564 = -11674719.154327
  nChanged 4
		SP:Iteration 60F (20520.930000 sec): 3 clusters
  Score: Raw -11687832.526246 + Penalty 13112.382564 = -11674720.143682
  nChanged 4
		SP:Iteration 61Q (20521.180000 sec): 3 clusters
  Score: Raw -11687833.274232 + Penalty 13112.382564 = -11674720.891668
  nChanged 2
		SP:Iteration 62Q (20521.430000 sec): 3 clusters
  Score: Raw -11687833.896916 + Penalty 13112.382564 = -11674721.514352
  nChanged 1
		SP:Iteration 63Q (20521.680000 sec): 3 clusters
  Score: Raw -11687834.207967 + Penalty 13112.382564 = -11674721.825404
  nChanged 1
		SP:Iteration 64Q (20521.930000 sec): 3 clusters
  Score: Raw -11687834.437261 + Penalty 13112.382564 = -11674722.054697
  nChanged 1
		SP:Iteration 65Q (20522.180000 sec): 3 clusters
  Score: Raw -11687834.656590 + Penalty 13112.382564 = -11674722.274026
  nChanged 0
		SP:Iteration 66F (20522.520000 sec): 3 clusters
  Score: Raw -11687834.656590 + Penalty 13112.382564 = -11674722.274026
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 26 (4683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20522.570000 sec): 2 clusters
  Score: Raw -1204436.832838 + Penalty 5176.662703 = -1199260.170135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20522.610000 sec): 3 clusters
  Score: Raw -1202748.655529 + Penalty 10353.325406 = -1192395.330123
  nChanged 1478
		SP:Iteration 1F (20522.640000 sec): 3 clusters
  Score: Raw -1204003.421518 + Penalty 10353.325406 = -1193650.096112
  nChanged 425
		SP:Iteration 2F (20522.680000 sec): 3 clusters
  Score: Raw -1204482.063372 + Penalty 10353.325406 = -1194128.737966
  nChanged 273
		SP:Iteration 3F (20522.710000 sec): 3 clusters
  Score: Raw -1204828.770862 + Penalty 10353.325406 = -1194475.445456
  nChanged 242
		SP:Iteration 4F (20522.740000 sec): 3 clusters
  Score: Raw -1205215.710638 + Penalty 10353.325406 = -1194862.385232
  nChanged 241
		SP:Iteration 5F (20522.780000 sec): 3 clusters
  Score: Raw -1205636.753420 + Penalty 10353.325406 = -1195283.428013
  nChanged 232
		SP:Iteration 6Q (20522.810000 sec): 3 clusters
  Score: Raw -1206063.953505 + Penalty 10353.325406 = -1195710.628099
  nChanged 261
		SP:Iteration 7F (20522.850000 sec): 3 clusters
  Score: Raw -1206619.816891 + Penalty 10353.325406 = -1196266.491485
  nChanged 257
		SP:Iteration 8F (20522.880000 sec): 3 clusters
  Score: Raw -1207181.149554 + Penalty 10353.325406 = -1196827.824148
  nChanged 222
		SP:Iteration 9Q (20522.910000 sec): 3 clusters
  Score: Raw -1207641.054615 + Penalty 10353.325406 = -1197287.729209
  nChanged 158
		SP:Iteration 10Q (20522.940000 sec): 3 clusters
  Score: Raw -1207984.871321 + Penalty 10353.325406 = -1197631.545915
  nChanged 107
		SP:Iteration 11Q (20522.970000 sec): 3 clusters
  Score: Raw -1208263.438331 + Penalty 10353.325406 = -1197910.112924
  nChanged 57
		SP:Iteration 12Q (20523.000000 sec): 3 clusters
  Score: Raw -1208368.729527 + Penalty 10353.325406 = -1198015.404121
  nChanged 39
		SP:Iteration 13Q (20523.020000 sec): 3 clusters
  Score: Raw -1208428.674365 + Penalty 10353.325406 = -1198075.348958
  nChanged 27
		SP:Iteration 14Q (20523.040000 sec): 3 clusters
  Score: Raw -1208465.574750 + Penalty 10353.325406 = -1198112.249343
  nChanged 11
		SP:Iteration 15Q (20523.070000 sec): 3 clusters
  Score: Raw -1208475.132999 + Penalty 10353.325406 = -1198121.807593
  nChanged 8
		SP:Iteration 16Q (20523.100000 sec): 3 clusters
  Score: Raw -1208483.963579 + Penalty 10353.325406 = -1198130.638173
  nChanged 6
		SP:Iteration 17Q (20523.120000 sec): 3 clusters
  Score: Raw -1208490.339796 + Penalty 10353.325406 = -1198137.014390
  nChanged 5
		SP:Iteration 18Q (20523.140000 sec): 3 clusters
  Score: Raw -1208494.976387 + Penalty 10353.325406 = -1198141.650980
  nChanged 5
		SP:Iteration 19Q (20523.170000 sec): 3 clusters
  Score: Raw -1208500.060821 + Penalty 10353.325406 = -1198146.735415
  nChanged 3
		SP:Iteration 20F (20523.200000 sec): 3 clusters
  Score: Raw -1208503.035383 + Penalty 10353.325406 = -1198149.709977
  nChanged 2
		SP:Iteration 21Q (20523.230000 sec): 3 clusters
  Score: Raw -1208504.016977 + Penalty 10353.325406 = -1198150.691570
  nChanged 2
		SP:Iteration 22Q (20523.250000 sec): 3 clusters
  Score: Raw -1208505.107980 + Penalty 10353.325406 = -1198151.782574
  nChanged 2
		SP:Iteration 23Q (20523.280000 sec): 3 clusters
  Score: Raw -1208508.162309 + Penalty 10353.325406 = -1198154.836903
  nChanged 3
		SP:Iteration 24Q (20523.300000 sec): 3 clusters
  Score: Raw -1208510.850592 + Penalty 10353.325406 = -1198157.525186
  nChanged 4
		SP:Iteration 25Q (20523.330000 sec): 3 clusters
  Score: Raw -1208513.900943 + Penalty 10353.325406 = -1198160.575537
  nChanged 2
		SP:Iteration 26Q (20523.350000 sec): 3 clusters
  Score: Raw -1208516.339061 + Penalty 10353.325406 = -1198163.013655
  nChanged 2
		SP:Iteration 27Q (20523.380000 sec): 3 clusters
  Score: Raw -1208519.647591 + Penalty 10353.325406 = -1198166.322185
  nChanged 3
		SP:Iteration 28Q (20523.400000 sec): 3 clusters
  Score: Raw -1208522.985581 + Penalty 10353.325406 = -1198169.660175
  nChanged 4
		SP:Iteration 29Q (20523.430000 sec): 3 clusters
  Score: Raw -1208529.909471 + Penalty 10353.325406 = -1198176.584065
  nChanged 6
		SP:Iteration 30Q (20523.450000 sec): 3 clusters
  Score: Raw -1208537.476377 + Penalty 10353.325406 = -1198184.150971
  nChanged 6
		SP:Iteration 31Q (20523.480000 sec): 3 clusters
  Score: Raw -1208544.833652 + Penalty 10353.325406 = -1198191.508246
  nChanged 7
		SP:Iteration 32Q (20523.500000 sec): 3 clusters
  Score: Raw -1208553.222122 + Penalty 10353.325406 = -1198199.896715
  nChanged 7
		SP:Iteration 33Q (20523.520000 sec): 3 clusters
  Score: Raw -1208561.337267 + Penalty 10353.325406 = -1198208.011860
  nChanged 8
		SP:Iteration 34Q (20523.550000 sec): 3 clusters
  Score: Raw -1208569.626474 + Penalty 10353.325406 = -1198216.301068
  nChanged 4
		SP:Iteration 35Q (20523.580000 sec): 3 clusters
  Score: Raw -1208574.041536 + Penalty 10353.325406 = -1198220.716130
  nChanged 4
		SP:Iteration 36Q (20523.600000 sec): 3 clusters
  Score: Raw -1208576.057753 + Penalty 10353.325406 = -1198222.732347
  nChanged 2
		SP:Iteration 37Q (20523.620000 sec): 3 clusters
  Score: Raw -1208577.380944 + Penalty 10353.325406 = -1198224.055538
  nChanged 0
		SP:Iteration 38F (20523.660000 sec): 3 clusters
  Score: Raw -1208577.380944 + Penalty 10353.325406 = -1198224.055538
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 27 (9424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20523.720000 sec): 2 clusters
  Score: Raw -2453956.288176 + Penalty 5604.996630 = -2448351.291547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20523.790000 sec): 3 clusters
  Score: Raw -2449729.749966 + Penalty 11209.993260 = -2438519.756706
  nChanged 3387
		SP:Iteration 1F (20523.860000 sec): 3 clusters
  Score: Raw -2451774.323757 + Penalty 11209.993260 = -2440564.330498
  nChanged 718
		SP:Iteration 2F (20523.930000 sec): 3 clusters
  Score: Raw -2452212.027049 + Penalty 11209.993260 = -2441002.033789
  nChanged 408
		SP:Iteration 3Q (20524.000000 sec): 3 clusters
  Score: Raw -2452443.444854 + Penalty 11209.993260 = -2441233.451594
  nChanged 273
		SP:Iteration 4Q (20524.070000 sec): 3 clusters
  Score: Raw -2452576.303640 + Penalty 11209.993260 = -2441366.310380
  nChanged 188
		SP:Iteration 5Q (20524.140000 sec): 3 clusters
  Score: Raw -2452662.076690 + Penalty 11209.993260 = -2441452.083430
  nChanged 156
		SP:Iteration 6Q (20524.210000 sec): 3 clusters
  Score: Raw -2452732.147908 + Penalty 11209.993260 = -2441522.154649
  nChanged 123
		SP:Iteration 7Q (20524.280000 sec): 3 clusters
  Score: Raw -2452777.708410 + Penalty 11209.993260 = -2441567.715150
  nChanged 94
		SP:Iteration 8Q (20524.340000 sec): 3 clusters
  Score: Raw -2452816.444977 + Penalty 11209.993260 = -2441606.451717
  nChanged 77
		SP:Iteration 9Q (20524.420000 sec): 3 clusters
  Score: Raw -2452844.885028 + Penalty 11209.993260 = -2441634.891768
  nChanged 65
		SP:Iteration 10Q (20524.480000 sec): 3 clusters
  Score: Raw -2452870.929905 + Penalty 11209.993260 = -2441660.936645
  nChanged 73
		SP:Iteration 11Q (20524.550000 sec): 3 clusters
  Score: Raw -2452900.381128 + Penalty 11209.993260 = -2441690.387868
  nChanged 82
		SP:Iteration 12Q (20524.620000 sec): 3 clusters
  Score: Raw -2452935.757147 + Penalty 11209.993260 = -2441725.763887
  nChanged 71
		SP:Iteration 13Q (20524.690000 sec): 3 clusters
  Score: Raw -2452963.734632 + Penalty 11209.993260 = -2441753.741373
  nChanged 61
		SP:Iteration 14Q (20524.760000 sec): 3 clusters
  Score: Raw -2452986.460597 + Penalty 11209.993260 = -2441776.467337
  nChanged 52
		SP:Iteration 15Q (20524.830000 sec): 3 clusters
  Score: Raw -2453009.017838 + Penalty 11209.993260 = -2441799.024578
  nChanged 55
		SP:Iteration 16Q (20524.900000 sec): 3 clusters
  Score: Raw -2453029.034139 + Penalty 11209.993260 = -2441819.040879
  nChanged 51
		SP:Iteration 17Q (20524.970000 sec): 3 clusters
  Score: Raw -2453047.780893 + Penalty 11209.993260 = -2441837.787633
  nChanged 43
		SP:Iteration 18Q (20525.040000 sec): 3 clusters
  Score: Raw -2453063.330802 + Penalty 11209.993260 = -2441853.337542
  nChanged 42
		SP:Iteration 19Q (20525.100000 sec): 3 clusters
  Score: Raw -2453077.636881 + Penalty 11209.993260 = -2441867.643621
  nChanged 40
		SP:Iteration 20F (20525.180000 sec): 3 clusters
  Score: Raw -2453093.753387 + Penalty 11209.993260 = -2441883.760127
  nChanged 50
		SP:Iteration 21Q (20525.240000 sec): 3 clusters
  Score: Raw -2453109.931171 + Penalty 11209.993260 = -2441899.937911
  nChanged 38
		SP:Iteration 22Q (20525.310000 sec): 3 clusters
  Score: Raw -2453126.715048 + Penalty 11209.993260 = -2441916.721789
  nChanged 49
		SP:Iteration 23Q (20525.380000 sec): 3 clusters
  Score: Raw -2453146.693891 + Penalty 11209.993260 = -2441936.700631
  nChanged 50
		SP:Iteration 24Q (20525.450000 sec): 3 clusters
  Score: Raw -2453166.539809 + Penalty 11209.993260 = -2441956.546549
  nChanged 46
		SP:Iteration 25Q (20525.520000 sec): 3 clusters
  Score: Raw -2453184.595688 + Penalty 11209.993260 = -2441974.602428
  nChanged 40
		SP:Iteration 26Q (20525.590000 sec): 3 clusters
  Score: Raw -2453200.849803 + Penalty 11209.993260 = -2441990.856543
  nChanged 39
		SP:Iteration 27Q (20525.660000 sec): 3 clusters
  Score: Raw -2453214.551722 + Penalty 11209.993260 = -2442004.558462
  nChanged 44
		SP:Iteration 28Q (20525.720000 sec): 3 clusters
  Score: Raw -2453233.410749 + Penalty 11209.993260 = -2442023.417490
  nChanged 43
		SP:Iteration 29Q (20525.790000 sec): 3 clusters
  Score: Raw -2453253.116252 + Penalty 11209.993260 = -2442043.122993
  nChanged 52
		SP:Iteration 30Q (20525.860000 sec): 3 clusters
  Score: Raw -2453275.255593 + Penalty 11209.993260 = -2442065.262333
  nChanged 71
		SP:Iteration 31Q (20525.930000 sec): 3 clusters
  Score: Raw -2453307.122980 + Penalty 11209.993260 = -2442097.129720
  nChanged 67
		SP:Iteration 32Q (20526.000000 sec): 3 clusters
  Score: Raw -2453337.669491 + Penalty 11209.993260 = -2442127.676232
  nChanged 64
		SP:Iteration 33Q (20526.070000 sec): 3 clusters
  Score: Raw -2453365.633504 + Penalty 11209.993260 = -2442155.640244
  nChanged 62
		SP:Iteration 34Q (20526.140000 sec): 3 clusters
  Score: Raw -2453390.699900 + Penalty 11209.993260 = -2442180.706640
  nChanged 68
		SP:Iteration 35Q (20526.200000 sec): 3 clusters
  Score: Raw -2453422.062717 + Penalty 11209.993260 = -2442212.069458
  nChanged 70
		SP:Iteration 36Q (20526.270000 sec): 3 clusters
  Score: Raw -2453450.408703 + Penalty 11209.993260 = -2442240.415443
  nChanged 70
		SP:Iteration 37Q (20526.340000 sec): 3 clusters
  Score: Raw -2453482.930818 + Penalty 11209.993260 = -2442272.937558
  nChanged 84
		SP:Iteration 38Q (20526.410000 sec): 3 clusters
  Score: Raw -2453525.723797 + Penalty 11209.993260 = -2442315.730537
  nChanged 97
		SP:Iteration 39Q (20526.470000 sec): 3 clusters
  Score: Raw -2453576.936140 + Penalty 11209.993260 = -2442366.942880
  nChanged 101
		SP:Iteration 40F (20526.550000 sec): 3 clusters
  Score: Raw -2453630.337206 + Penalty 11209.993260 = -2442420.343946
  nChanged 104
		SP:Iteration 41Q (20526.610000 sec): 3 clusters
  Score: Raw -2453681.653777 + Penalty 11209.993260 = -2442471.660517
  nChanged 106
		SP:Iteration 42Q (20526.680000 sec): 3 clusters
  Score: Raw -2453738.131653 + Penalty 11209.993260 = -2442528.138393
  nChanged 100
		SP:Iteration 43Q (20526.760000 sec): 3 clusters
  Score: Raw -2453796.449440 + Penalty 11209.993260 = -2442586.456181
  nChanged 104
		SP:Iteration 44Q (20526.820000 sec): 3 clusters
  Score: Raw -2453858.020929 + Penalty 11209.993260 = -2442648.027669
  nChanged 97
		SP:Iteration 45Q (20526.890000 sec): 3 clusters
  Score: Raw -2453915.113431 + Penalty 11209.993260 = -2442705.120172
  nChanged 107
		SP:Iteration 46Q (20526.960000 sec): 3 clusters
  Score: Raw -2453982.437202 + Penalty 11209.993260 = -2442772.443942
  nChanged 88
		SP:Iteration 47Q (20527.030000 sec): 3 clusters
  Score: Raw -2454039.176709 + Penalty 11209.993260 = -2442829.183449
  nChanged 92
		SP:Iteration 48Q (20527.100000 sec): 3 clusters
  Score: Raw -2454101.260460 + Penalty 11209.993260 = -2442891.267201
  nChanged 89
		SP:Iteration 49Q (20527.170000 sec): 3 clusters
  Score: Raw -2454164.530960 + Penalty 11209.993260 = -2442954.537700
  nChanged 80
		SP:Iteration 50Q (20527.230000 sec): 3 clusters
  Score: Raw -2454219.348511 + Penalty 11209.993260 = -2443009.355252
  nChanged 71
		SP:Iteration 51Q (20527.300000 sec): 3 clusters
  Score: Raw -2454264.621376 + Penalty 11209.993260 = -2443054.628116
  nChanged 52
		SP:Iteration 52Q (20527.360000 sec): 3 clusters
  Score: Raw -2454302.217324 + Penalty 11209.993260 = -2443092.224064
  nChanged 52
		SP:Iteration 53Q (20527.430000 sec): 3 clusters
  Score: Raw -2454336.690555 + Penalty 11209.993260 = -2443126.697295
  nChanged 39
		SP:Iteration 54Q (20527.490000 sec): 3 clusters
  Score: Raw -2454364.569123 + Penalty 11209.993260 = -2443154.575863
  nChanged 41
		SP:Iteration 55Q (20527.550000 sec): 3 clusters
  Score: Raw -2454398.425143 + Penalty 11209.993260 = -2443188.431884
  nChanged 39
		SP:Iteration 56Q (20527.620000 sec): 3 clusters
  Score: Raw -2454432.132862 + Penalty 11209.993260 = -2443222.139603
  nChanged 45
		SP:Iteration 57Q (20527.680000 sec): 3 clusters
  Score: Raw -2454468.529894 + Penalty 11209.993260 = -2443258.536634
  nChanged 39
		SP:Iteration 58Q (20527.760000 sec): 3 clusters
  Score: Raw -2454496.506309 + Penalty 11209.993260 = -2443286.513049
  nChanged 30
		SP:Iteration 59Q (20527.820000 sec): 3 clusters
  Score: Raw -2454519.339435 + Penalty 11209.993260 = -2443309.346176
  nChanged 27
		SP:Iteration 60F (20527.890000 sec): 3 clusters
  Score: Raw -2454538.336800 + Penalty 11209.993260 = -2443328.343540
  nChanged 21
		SP:Iteration 61Q (20527.950000 sec): 3 clusters
  Score: Raw -2454555.877755 + Penalty 11209.993260 = -2443345.884495
  nChanged 10
		SP:Iteration 62Q (20528.020000 sec): 3 clusters
  Score: Raw -2454562.211672 + Penalty 11209.993260 = -2443352.218412
  nChanged 6
		SP:Iteration 63Q (20528.080000 sec): 3 clusters
  Score: Raw -2454567.449359 + Penalty 11209.993260 = -2443357.456099
  nChanged 10
		SP:Iteration 64Q (20528.140000 sec): 3 clusters
  Score: Raw -2454575.543722 + Penalty 11209.993260 = -2443365.550462
  nChanged 11
		SP:Iteration 65Q (20528.200000 sec): 3 clusters
  Score: Raw -2454583.155961 + Penalty 11209.993260 = -2443373.162701
  nChanged 9
		SP:Iteration 66Q (20528.270000 sec): 3 clusters
  Score: Raw -2454588.224219 + Penalty 11209.993260 = -2443378.230960
  nChanged 3
		SP:Iteration 67Q (20528.330000 sec): 3 clusters
  Score: Raw -2454590.814794 + Penalty 11209.993260 = -2443380.821534
  nChanged 5
		SP:Iteration 68Q (20528.400000 sec): 3 clusters
  Score: Raw -2454594.365398 + Penalty 11209.993260 = -2443384.372139
  nChanged 4
		SP:Iteration 69Q (20528.460000 sec): 3 clusters
  Score: Raw -2454598.377216 + Penalty 11209.993260 = -2443388.383957
  nChanged 4
		SP:Iteration 70Q (20528.520000 sec): 3 clusters
  Score: Raw -2454600.655560 + Penalty 11209.993260 = -2443390.662300
  nChanged 4
		SP:Iteration 71Q (20528.590000 sec): 3 clusters
  Score: Raw -2454602.999456 + Penalty 11209.993260 = -2443393.006196
  nChanged 4
		SP:Iteration 72Q (20528.650000 sec): 3 clusters
  Score: Raw -2454605.468012 + Penalty 11209.993260 = -2443395.474752
  nChanged 3
		SP:Iteration 73Q (20528.710000 sec): 3 clusters
  Score: Raw -2454606.948015 + Penalty 11209.993260 = -2443396.954756
  nChanged 5
		SP:Iteration 74Q (20528.780000 sec): 3 clusters
  Score: Raw -2454609.555319 + Penalty 11209.993260 = -2443399.562059
  nChanged 6
		SP:Iteration 75Q (20528.840000 sec): 3 clusters
  Score: Raw -2454614.914647 + Penalty 11209.993260 = -2443404.921388
  nChanged 9
		SP:Iteration 76Q (20528.900000 sec): 3 clusters
  Score: Raw -2454622.126684 + Penalty 11209.993260 = -2443412.133424
  nChanged 4
		SP:Iteration 77Q (20528.970000 sec): 3 clusters
  Score: Raw -2454624.469235 + Penalty 11209.993260 = -2443414.475975
  nChanged 3
		SP:Iteration 78Q (20529.030000 sec): 3 clusters
  Score: Raw -2454626.287981 + Penalty 11209.993260 = -2443416.294721
  nChanged 0
		SP:Iteration 79F (20529.100000 sec): 3 clusters
  Score: Raw -2454626.287981 + Penalty 11209.993260 = -2443416.294721
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 28 (33497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20529.330000 sec): 2 clusters
  Score: Raw -8941786.035279 + Penalty 6381.766836 = -8935404.268442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20529.580000 sec): 3 clusters
  Score: Raw -8923249.278742 + Penalty 12763.533673 = -8910485.745069
  nChanged 14138
		SP:Iteration 1F (20529.840000 sec): 3 clusters
  Score: Raw -8930571.128930 + Penalty 12763.533673 = -8917807.595257
  nChanged 1924
		SP:Iteration 2F (20530.100000 sec): 3 clusters
  Score: Raw -8931312.920530 + Penalty 12763.533673 = -8918549.386857
  nChanged 1492
		SP:Iteration 3Q (20530.350000 sec): 3 clusters
  Score: Raw -8931822.115630 + Penalty 12763.533673 = -8919058.581957
  nChanged 1191
		SP:Iteration 4Q (20530.610000 sec): 3 clusters
  Score: Raw -8932208.749493 + Penalty 12763.533673 = -8919445.215820
  nChanged 1014
		SP:Iteration 5Q (20530.860000 sec): 3 clusters
  Score: Raw -8932524.969854 + Penalty 12763.533673 = -8919761.436182
  nChanged 961
		SP:Iteration 6Q (20531.110000 sec): 3 clusters
  Score: Raw -8932846.899341 + Penalty 12763.533673 = -8920083.365668
  nChanged 965
		SP:Iteration 7Q (20531.370000 sec): 3 clusters
  Score: Raw -8933180.358200 + Penalty 12763.533673 = -8920416.824527
  nChanged 982
		SP:Iteration 8Q (20531.620000 sec): 3 clusters
  Score: Raw -8933565.162457 + Penalty 12763.533673 = -8920801.628784
  nChanged 1095
		SP:Iteration 9Q (20531.880000 sec): 3 clusters
  Score: Raw -8934026.497673 + Penalty 12763.533673 = -8921262.964000
  nChanged 1215
		SP:Iteration 10Q (20532.140000 sec): 3 clusters
  Score: Raw -8934639.958584 + Penalty 12763.533673 = -8921876.424911
  nChanged 1429
		SP:Iteration 11Q (20532.380000 sec): 3 clusters
  Score: Raw -8935428.537935 + Penalty 12763.533673 = -8922665.004263
  nChanged 1583
		SP:Iteration 12Q (20532.640000 sec): 3 clusters
  Score: Raw -8936371.580415 + Penalty 12763.533673 = -8923608.046742
  nChanged 1654
		SP:Iteration 13Q (20532.900000 sec): 3 clusters
  Score: Raw -8937432.584927 + Penalty 12763.533673 = -8924669.051254
  nChanged 1650
		SP:Iteration 14Q (20533.160000 sec): 3 clusters
  Score: Raw -8938500.311195 + Penalty 12763.533673 = -8925736.777522
  nChanged 1527
		SP:Iteration 15Q (20533.410000 sec): 3 clusters
  Score: Raw -8939410.898216 + Penalty 12763.533673 = -8926647.364543
  nChanged 1268
		SP:Iteration 16Q (20533.650000 sec): 3 clusters
  Score: Raw -8940098.754683 + Penalty 12763.533673 = -8927335.221010
  nChanged 982
		SP:Iteration 17Q (20533.910000 sec): 3 clusters
  Score: Raw -8940563.420531 + Penalty 12763.533673 = -8927799.886858
  nChanged 761
		SP:Iteration 18Q (20534.160000 sec): 3 clusters
  Score: Raw -8940882.339227 + Penalty 12763.533673 = -8928118.805554
  nChanged 565
		SP:Iteration 19Q (20534.410000 sec): 3 clusters
  Score: Raw -8941097.553473 + Penalty 12763.533673 = -8928334.019800
  nChanged 440
		SP:Iteration 20F (20534.670000 sec): 3 clusters
  Score: Raw -8941253.153323 + Penalty 12763.533673 = -8928489.619650
  nChanged 342
		SP:Iteration 21Q (20534.920000 sec): 3 clusters
  Score: Raw -8941371.439634 + Penalty 12763.533673 = -8928607.905961
  nChanged 323
		SP:Iteration 22Q (20535.180000 sec): 3 clusters
  Score: Raw -8941482.324710 + Penalty 12763.533673 = -8928718.791037
  nChanged 276
		SP:Iteration 23Q (20535.420000 sec): 3 clusters
  Score: Raw -8941576.436241 + Penalty 12763.533673 = -8928812.902568
  nChanged 237
		SP:Iteration 24Q (20535.680000 sec): 3 clusters
  Score: Raw -8941658.122300 + Penalty 12763.533673 = -8928894.588627
  nChanged 200
		SP:Iteration 25Q (20535.930000 sec): 3 clusters
  Score: Raw -8941730.565881 + Penalty 12763.533673 = -8928967.032209
  nChanged 181
		SP:Iteration 26Q (20536.180000 sec): 3 clusters
  Score: Raw -8941798.613786 + Penalty 12763.533673 = -8929035.080113
  nChanged 190
		SP:Iteration 27Q (20536.430000 sec): 3 clusters
  Score: Raw -8941869.885229 + Penalty 12763.533673 = -8929106.351556
  nChanged 188
		SP:Iteration 28Q (20536.680000 sec): 3 clusters
  Score: Raw -8941936.661557 + Penalty 12763.533673 = -8929173.127884
  nChanged 150
		SP:Iteration 29Q (20536.930000 sec): 3 clusters
  Score: Raw -8941993.221348 + Penalty 12763.533673 = -8929229.687675
  nChanged 156
		SP:Iteration 30Q (20537.190000 sec): 3 clusters
  Score: Raw -8942055.546382 + Penalty 12763.533673 = -8929292.012709
  nChanged 149
		SP:Iteration 31Q (20537.430000 sec): 3 clusters
  Score: Raw -8942119.897598 + Penalty 12763.533673 = -8929356.363925
  nChanged 148
		SP:Iteration 32Q (20537.680000 sec): 3 clusters
  Score: Raw -8942185.140109 + Penalty 12763.533673 = -8929421.606436
  nChanged 145
		SP:Iteration 33Q (20537.920000 sec): 3 clusters
  Score: Raw -8942249.904033 + Penalty 12763.533673 = -8929486.370360
  nChanged 129
		SP:Iteration 34Q (20538.170000 sec): 3 clusters
  Score: Raw -8942299.119679 + Penalty 12763.533673 = -8929535.586006
  nChanged 103
		SP:Iteration 35Q (20538.410000 sec): 3 clusters
  Score: Raw -8942336.085982 + Penalty 12763.533673 = -8929572.552309
  nChanged 82
		SP:Iteration 36Q (20538.650000 sec): 3 clusters
  Score: Raw -8942368.144500 + Penalty 12763.533673 = -8929604.610827
  nChanged 88
		SP:Iteration 37Q (20538.890000 sec): 3 clusters
  Score: Raw -8942404.049416 + Penalty 12763.533673 = -8929640.515743
  nChanged 84
		SP:Iteration 38Q (20539.130000 sec): 3 clusters
  Score: Raw -8942439.633651 + Penalty 12763.533673 = -8929676.099978
  nChanged 83
		SP:Iteration 39Q (20539.370000 sec): 3 clusters
  Score: Raw -8942472.970243 + Penalty 12763.533673 = -8929709.436570
  nChanged 66
		SP:Iteration 40F (20539.630000 sec): 3 clusters
  Score: Raw -8942500.941144 + Penalty 12763.533673 = -8929737.407471
  nChanged 73
		SP:Iteration 41Q (20539.870000 sec): 3 clusters
  Score: Raw -8942532.715979 + Penalty 12763.533673 = -8929769.182306
  nChanged 64
		SP:Iteration 42Q (20540.100000 sec): 3 clusters
  Score: Raw -8942559.740578 + Penalty 12763.533673 = -8929796.206905
  nChanged 64
		SP:Iteration 43Q (20540.340000 sec): 3 clusters
  Score: Raw -8942589.314825 + Penalty 12763.533673 = -8929825.781152
  nChanged 55
		SP:Iteration 44Q (20540.570000 sec): 3 clusters
  Score: Raw -8942610.664963 + Penalty 12763.533673 = -8929847.131290
  nChanged 46
		SP:Iteration 45Q (20540.800000 sec): 3 clusters
  Score: Raw -8942630.700589 + Penalty 12763.533673 = -8929867.166916
  nChanged 42
		SP:Iteration 46Q (20541.040000 sec): 3 clusters
  Score: Raw -8942647.449224 + Penalty 12763.533673 = -8929883.915551
  nChanged 36
		SP:Iteration 47Q (20541.270000 sec): 3 clusters
  Score: Raw -8942663.234101 + Penalty 12763.533673 = -8929899.700428
  nChanged 29
		SP:Iteration 48Q (20541.500000 sec): 3 clusters
  Score: Raw -8942674.746533 + Penalty 12763.533673 = -8929911.212860
  nChanged 21
		SP:Iteration 49Q (20541.730000 sec): 3 clusters
  Score: Raw -8942682.472165 + Penalty 12763.533673 = -8929918.938492
  nChanged 13
		SP:Iteration 50Q (20541.960000 sec): 3 clusters
  Score: Raw -8942687.936508 + Penalty 12763.533673 = -8929924.402836
  nChanged 14
		SP:Iteration 51Q (20542.190000 sec): 3 clusters
  Score: Raw -8942693.264071 + Penalty 12763.533673 = -8929929.730398
  nChanged 12
		SP:Iteration 52Q (20542.420000 sec): 3 clusters
  Score: Raw -8942699.072338 + Penalty 12763.533673 = -8929935.538665
  nChanged 16
		SP:Iteration 53Q (20542.650000 sec): 3 clusters
  Score: Raw -8942705.694241 + Penalty 12763.533673 = -8929942.160568
  nChanged 8
		SP:Iteration 54Q (20542.890000 sec): 3 clusters
  Score: Raw -8942708.955871 + Penalty 12763.533673 = -8929945.422198
  nChanged 9
		SP:Iteration 55Q (20543.120000 sec): 3 clusters
  Score: Raw -8942712.774676 + Penalty 12763.533673 = -8929949.241003
  nChanged 7
		SP:Iteration 56Q (20543.340000 sec): 3 clusters
  Score: Raw -8942715.430167 + Penalty 12763.533673 = -8929951.896494
  nChanged 6
		SP:Iteration 57Q (20543.580000 sec): 3 clusters
  Score: Raw -8942717.907889 + Penalty 12763.533673 = -8929954.374216
  nChanged 9
		SP:Iteration 58Q (20543.810000 sec): 3 clusters
  Score: Raw -8942721.010718 + Penalty 12763.533673 = -8929957.477045
  nChanged 9
		SP:Iteration 59Q (20544.030000 sec): 3 clusters
  Score: Raw -8942724.529056 + Penalty 12763.533673 = -8929960.995383
  nChanged 6
		SP:Iteration 60F (20544.280000 sec): 3 clusters
  Score: Raw -8942726.714084 + Penalty 12763.533673 = -8929963.180411
  nChanged 7
		SP:Iteration 61Q (20544.520000 sec): 3 clusters
  Score: Raw -8942729.270069 + Penalty 12763.533673 = -8929965.736396
  nChanged 9
		SP:Iteration 62Q (20544.750000 sec): 3 clusters
  Score: Raw -8942733.481041 + Penalty 12763.533673 = -8929969.947369
  nChanged 6
		SP:Iteration 63Q (20544.980000 sec): 3 clusters
  Score: Raw -8942735.776543 + Penalty 12763.533673 = -8929972.242870
  nChanged 5
		SP:Iteration 64Q (20545.210000 sec): 3 clusters
  Score: Raw -8942737.366221 + Penalty 12763.533673 = -8929973.832548
  nChanged 2
		SP:Iteration 65Q (20545.430000 sec): 3 clusters
  Score: Raw -8942737.981796 + Penalty 12763.533673 = -8929974.448123
  nChanged 2
		SP:Iteration 66Q (20545.660000 sec): 3 clusters
  Score: Raw -8942738.991663 + Penalty 12763.533673 = -8929975.457991
  nChanged 3
		SP:Iteration 67Q (20545.890000 sec): 3 clusters
  Score: Raw -8942740.801626 + Penalty 12763.533673 = -8929977.267953
  nChanged 6
		SP:Iteration 68Q (20546.120000 sec): 3 clusters
  Score: Raw -8942743.539939 + Penalty 12763.533673 = -8929980.006266
  nChanged 7
		SP:Iteration 69Q (20546.350000 sec): 3 clusters
  Score: Raw -8942745.917130 + Penalty 12763.533673 = -8929982.383457
  nChanged 1
		SP:Iteration 70Q (20546.580000 sec): 3 clusters
  Score: Raw -8942746.178326 + Penalty 12763.533673 = -8929982.644653
  nChanged 1
		SP:Iteration 71Q (20546.800000 sec): 3 clusters
  Score: Raw -8942746.373493 + Penalty 12763.533673 = -8929982.839820
  nChanged 2
		SP:Iteration 72Q (20547.030000 sec): 3 clusters
  Score: Raw -8942747.002612 + Penalty 12763.533673 = -8929983.468939
  nChanged 0
		SP:Iteration 73F (20547.280000 sec): 3 clusters
  Score: Raw -8942747.002612 + Penalty 12763.533673 = -8929983.468939
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 29 (19450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20547.420000 sec): 2 clusters
  Score: Raw -5168104.179465 + Penalty 6048.806439 = -5162055.373027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20547.570000 sec): 3 clusters
  Score: Raw -5157987.850217 + Penalty 12097.612878 = -5145890.237339
  nChanged 7919
		SP:Iteration 1F (20547.710000 sec): 3 clusters
  Score: Raw -5162235.601858 + Penalty 12097.612878 = -5150137.988980
  nChanged 1368
		SP:Iteration 2F (20547.860000 sec): 3 clusters
  Score: Raw -5162911.232652 + Penalty 12097.612878 = -5150813.619775
  nChanged 997
		SP:Iteration 3F (20548.010000 sec): 3 clusters
  Score: Raw -5163338.498059 + Penalty 12097.612878 = -5151240.885182
  nChanged 722
		SP:Iteration 4Q (20548.150000 sec): 3 clusters
  Score: Raw -5163627.609309 + Penalty 12097.612878 = -5151529.996431
  nChanged 572
		SP:Iteration 5Q (20548.300000 sec): 3 clusters
  Score: Raw -5163858.369797 + Penalty 12097.612878 = -5151760.756919
  nChanged 528
		SP:Iteration 6Q (20548.450000 sec): 3 clusters
  Score: Raw -5164093.762410 + Penalty 12097.612878 = -5151996.149532
  nChanged 522
		SP:Iteration 7Q (20548.600000 sec): 3 clusters
  Score: Raw -5164324.335962 + Penalty 12097.612878 = -5152226.723084
  nChanged 541
		SP:Iteration 8Q (20548.750000 sec): 3 clusters
  Score: Raw -5164558.936292 + Penalty 12097.612878 = -5152461.323415
  nChanged 568
		SP:Iteration 9Q (20548.900000 sec): 3 clusters
  Score: Raw -5164840.289024 + Penalty 12097.612878 = -5152742.676147
  nChanged 655
		SP:Iteration 10Q (20549.040000 sec): 3 clusters
  Score: Raw -5165218.510570 + Penalty 12097.612878 = -5153120.897692
  nChanged 775
		SP:Iteration 11Q (20549.190000 sec): 3 clusters
  Score: Raw -5165714.201173 + Penalty 12097.612878 = -5153616.588296
  nChanged 823
		SP:Iteration 12Q (20549.340000 sec): 3 clusters
  Score: Raw -5166235.117863 + Penalty 12097.612878 = -5154137.504986
  nChanged 752
		SP:Iteration 13Q (20549.480000 sec): 3 clusters
  Score: Raw -5166739.790506 + Penalty 12097.612878 = -5154642.177629
  nChanged 712
		SP:Iteration 14Q (20549.630000 sec): 3 clusters
  Score: Raw -5167255.404191 + Penalty 12097.612878 = -5155157.791314
  nChanged 639
		SP:Iteration 15Q (20549.780000 sec): 3 clusters
  Score: Raw -5167707.970789 + Penalty 12097.612878 = -5155610.357912
  nChanged 528
		SP:Iteration 16Q (20549.920000 sec): 3 clusters
  Score: Raw -5168073.985023 + Penalty 12097.612878 = -5155976.372145
  nChanged 424
		SP:Iteration 17Q (20550.060000 sec): 3 clusters
  Score: Raw -5168381.544496 + Penalty 12097.612878 = -5156283.931619
  nChanged 354
		SP:Iteration 18Q (20550.220000 sec): 3 clusters
  Score: Raw -5168635.194267 + Penalty 12097.612878 = -5156537.581390
  nChanged 253
		SP:Iteration 19Q (20550.370000 sec): 3 clusters
  Score: Raw -5168809.365952 + Penalty 12097.612878 = -5156711.753074
  nChanged 197
		SP:Iteration 20F (20550.520000 sec): 3 clusters
  Score: Raw -5168949.655433 + Penalty 12097.612878 = -5156852.042556
  nChanged 146
		SP:Iteration 21Q (20550.670000 sec): 3 clusters
  Score: Raw -5169048.076037 + Penalty 12097.612878 = -5156950.463160
  nChanged 117
		SP:Iteration 22Q (20550.810000 sec): 3 clusters
  Score: Raw -5169134.047722 + Penalty 12097.612878 = -5157036.434845
  nChanged 106
		SP:Iteration 23Q (20550.950000 sec): 3 clusters
  Score: Raw -5169203.440938 + Penalty 12097.612878 = -5157105.828061
  nChanged 76
		SP:Iteration 24Q (20551.080000 sec): 3 clusters
  Score: Raw -5169256.022704 + Penalty 12097.612878 = -5157158.409826
  nChanged 58
		SP:Iteration 25Q (20551.210000 sec): 3 clusters
  Score: Raw -5169291.133810 + Penalty 12097.612878 = -5157193.520932
  nChanged 52
		SP:Iteration 26Q (20551.340000 sec): 3 clusters
  Score: Raw -5169318.719883 + Penalty 12097.612878 = -5157221.107006
  nChanged 39
		SP:Iteration 27Q (20551.470000 sec): 3 clusters
  Score: Raw -5169340.944205 + Penalty 12097.612878 = -5157243.331327
  nChanged 35
		SP:Iteration 28Q (20551.600000 sec): 3 clusters
  Score: Raw -5169362.210045 + Penalty 12097.612878 = -5157264.597167
  nChanged 42
		SP:Iteration 29Q (20551.720000 sec): 3 clusters
  Score: Raw -5169383.012982 + Penalty 12097.612878 = -5157285.400105
  nChanged 35
		SP:Iteration 30Q (20551.850000 sec): 3 clusters
  Score: Raw -5169402.155002 + Penalty 12097.612878 = -5157304.542124
  nChanged 35
		SP:Iteration 31Q (20551.970000 sec): 3 clusters
  Score: Raw -5169420.177411 + Penalty 12097.612878 = -5157322.564533
  nChanged 22
		SP:Iteration 32Q (20552.100000 sec): 3 clusters
  Score: Raw -5169430.362527 + Penalty 12097.612878 = -5157332.749649
  nChanged 16
		SP:Iteration 33Q (20552.220000 sec): 3 clusters
  Score: Raw -5169438.755333 + Penalty 12097.612878 = -5157341.142455
  nChanged 19
		SP:Iteration 34Q (20552.350000 sec): 3 clusters
  Score: Raw -5169447.325175 + Penalty 12097.612878 = -5157349.712297
  nChanged 15
		SP:Iteration 35Q (20552.470000 sec): 3 clusters
  Score: Raw -5169453.755219 + Penalty 12097.612878 = -5157356.142341
  nChanged 8
		SP:Iteration 36Q (20552.590000 sec): 3 clusters
  Score: Raw -5169457.232646 + Penalty 12097.612878 = -5157359.619768
  nChanged 5
		SP:Iteration 37Q (20552.710000 sec): 3 clusters
  Score: Raw -5169461.161346 + Penalty 12097.612878 = -5157363.548469
  nChanged 13
		SP:Iteration 38Q (20552.830000 sec): 3 clusters
  Score: Raw -5169468.290714 + Penalty 12097.612878 = -5157370.677836
  nChanged 13
		SP:Iteration 39Q (20552.960000 sec): 3 clusters
  Score: Raw -5169474.033095 + Penalty 12097.612878 = -5157376.420217
  nChanged 12
		SP:Iteration 40F (20553.110000 sec): 3 clusters
  Score: Raw -5169479.433388 + Penalty 12097.612878 = -5157381.820510
  nChanged 11
		SP:Iteration 41Q (20553.230000 sec): 3 clusters
  Score: Raw -5169486.154750 + Penalty 12097.612878 = -5157388.541872
  nChanged 13
		SP:Iteration 42Q (20553.350000 sec): 3 clusters
  Score: Raw -5169493.082865 + Penalty 12097.612878 = -5157395.469987
  nChanged 7
		SP:Iteration 43Q (20553.470000 sec): 3 clusters
  Score: Raw -5169496.193139 + Penalty 12097.612878 = -5157398.580261
  nChanged 2
		SP:Iteration 44Q (20553.590000 sec): 3 clusters
  Score: Raw -5169496.712681 + Penalty 12097.612878 = -5157399.099803
  nChanged 1
		SP:Iteration 45Q (20553.710000 sec): 3 clusters
  Score: Raw -5169497.147005 + Penalty 12097.612878 = -5157399.534128
  nChanged 2
		SP:Iteration 46Q (20553.830000 sec): 3 clusters
  Score: Raw -5169498.735502 + Penalty 12097.612878 = -5157401.122625
  nChanged 4
		SP:Iteration 47Q (20553.950000 sec): 3 clusters
  Score: Raw -5169500.981344 + Penalty 12097.612878 = -5157403.368467
  nChanged 4
		SP:Iteration 48Q (20554.070000 sec): 3 clusters
  Score: Raw -5169503.198242 + Penalty 12097.612878 = -5157405.585364
  nChanged 4
		SP:Iteration 49Q (20554.200000 sec): 3 clusters
  Score: Raw -5169504.915035 + Penalty 12097.612878 = -5157407.302157
  nChanged 1
		SP:Iteration 50Q (20554.320000 sec): 3 clusters
  Score: Raw -5169505.591279 + Penalty 12097.612878 = -5157407.978402
  nChanged 4
		SP:Iteration 51Q (20554.440000 sec): 3 clusters
  Score: Raw -5169507.391464 + Penalty 12097.612878 = -5157409.778586
  nChanged 2
		SP:Iteration 52Q (20554.560000 sec): 3 clusters
  Score: Raw -5169508.175644 + Penalty 12097.612878 = -5157410.562767
  nChanged 1
		SP:Iteration 53Q (20554.680000 sec): 3 clusters
  Score: Raw -5169508.462050 + Penalty 12097.612878 = -5157410.849173
  nChanged 0
		SP:Iteration 54F (20554.830000 sec): 3 clusters
  Score: Raw -5169508.462050 + Penalty 12097.612878 = -5157410.849173
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 30 (15934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20554.930000 sec): 2 clusters
  Score: Raw -4076799.339940 + Penalty 5926.678913 = -4070872.661027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20555.050000 sec): 3 clusters
  Score: Raw -4068825.705472 + Penalty 11853.357826 = -4056972.347646
  nChanged 6210
		SP:Iteration 1F (20555.170000 sec): 3 clusters
  Score: Raw -4072274.736169 + Penalty 11853.357826 = -4060421.378343
  nChanged 1122
		SP:Iteration 2F (20555.290000 sec): 3 clusters
  Score: Raw -4072947.511979 + Penalty 11853.357826 = -4061094.154153
  nChanged 848
		SP:Iteration 3F (20555.410000 sec): 3 clusters
  Score: Raw -4073416.579990 + Penalty 11853.357826 = -4061563.222165
  nChanged 698
		SP:Iteration 4Q (20555.530000 sec): 3 clusters
  Score: Raw -4073782.248390 + Penalty 11853.357826 = -4061928.890564
  nChanged 588
		SP:Iteration 5Q (20555.650000 sec): 3 clusters
  Score: Raw -4074098.210011 + Penalty 11853.357826 = -4062244.852186
  nChanged 554
		SP:Iteration 6Q (20555.780000 sec): 3 clusters
  Score: Raw -4074393.838557 + Penalty 11853.357826 = -4062540.480731
  nChanged 528
		SP:Iteration 7Q (20555.900000 sec): 3 clusters
  Score: Raw -4074691.949069 + Penalty 11853.357826 = -4062838.591243
  nChanged 456
		SP:Iteration 8Q (20556.020000 sec): 3 clusters
  Score: Raw -4074943.578475 + Penalty 11853.357826 = -4063090.220649
  nChanged 460
		SP:Iteration 9Q (20556.140000 sec): 3 clusters
  Score: Raw -4075178.839643 + Penalty 11853.357826 = -4063325.481818
  nChanged 404
		SP:Iteration 10Q (20556.260000 sec): 3 clusters
  Score: Raw -4075388.162828 + Penalty 11853.357826 = -4063534.805002
  nChanged 363
		SP:Iteration 11Q (20556.370000 sec): 3 clusters
  Score: Raw -4075569.735800 + Penalty 11853.357826 = -4063716.377974
  nChanged 354
		SP:Iteration 12Q (20556.490000 sec): 3 clusters
  Score: Raw -4075745.183820 + Penalty 11853.357826 = -4063891.825994
  nChanged 320
		SP:Iteration 13Q (20556.620000 sec): 3 clusters
  Score: Raw -4075903.199318 + Penalty 11853.357826 = -4064049.841493
  nChanged 279
		SP:Iteration 14Q (20556.740000 sec): 3 clusters
  Score: Raw -4076046.453083 + Penalty 11853.357826 = -4064193.095258
  nChanged 271
		SP:Iteration 15Q (20556.890000 sec): 3 clusters
  Score: Raw -4076198.256156 + Penalty 11853.357826 = -4064344.898330
  nChanged 292
		SP:Iteration 16Q (20557.010000 sec): 3 clusters
  Score: Raw -4076336.965699 + Penalty 11853.357826 = -4064483.607874
  nChanged 280
		SP:Iteration 17Q (20557.140000 sec): 3 clusters
  Score: Raw -4076474.801690 + Penalty 11853.357826 = -4064621.443865
  nChanged 293
		SP:Iteration 18Q (20557.260000 sec): 3 clusters
  Score: Raw -4076621.807673 + Penalty 11853.357826 = -4064768.449847
  nChanged 278
		SP:Iteration 19Q (20557.380000 sec): 3 clusters
  Score: Raw -4076759.421727 + Penalty 11853.357826 = -4064906.063901
  nChanged 246
		SP:Iteration 20F (20557.500000 sec): 3 clusters
  Score: Raw -4076872.503863 + Penalty 11853.357826 = -4065019.146037
  nChanged 218
		SP:Iteration 21Q (20557.610000 sec): 3 clusters
  Score: Raw -4076974.261920 + Penalty 11853.357826 = -4065120.904094
  nChanged 193
		SP:Iteration 22Q (20557.730000 sec): 3 clusters
  Score: Raw -4077059.177031 + Penalty 11853.357826 = -4065205.819205
  nChanged 179
		SP:Iteration 23Q (20557.840000 sec): 3 clusters
  Score: Raw -4077132.711285 + Penalty 11853.357826 = -4065279.353459
  nChanged 137
		SP:Iteration 24Q (20557.960000 sec): 3 clusters
  Score: Raw -4077194.109087 + Penalty 11853.357826 = -4065340.751262
  nChanged 147
		SP:Iteration 25Q (20558.070000 sec): 3 clusters
  Score: Raw -4077265.449099 + Penalty 11853.357826 = -4065412.091273
  nChanged 153
		SP:Iteration 26Q (20558.190000 sec): 3 clusters
  Score: Raw -4077334.492798 + Penalty 11853.357826 = -4065481.134972
  nChanged 149
		SP:Iteration 27Q (20558.300000 sec): 3 clusters
  Score: Raw -4077403.540175 + Penalty 11853.357826 = -4065550.182349
  nChanged 139
		SP:Iteration 28Q (20558.410000 sec): 3 clusters
  Score: Raw -4077465.548503 + Penalty 11853.357826 = -4065612.190677
  nChanged 153
		SP:Iteration 29Q (20558.520000 sec): 3 clusters
  Score: Raw -4077546.244965 + Penalty 11853.357826 = -4065692.887140
  nChanged 147
		SP:Iteration 30Q (20558.640000 sec): 3 clusters
  Score: Raw -4077613.638540 + Penalty 11853.357826 = -4065760.280715
  nChanged 129
		SP:Iteration 31Q (20558.750000 sec): 3 clusters
  Score: Raw -4077671.715031 + Penalty 11853.357826 = -4065818.357205
  nChanged 125
		SP:Iteration 32Q (20558.860000 sec): 3 clusters
  Score: Raw -4077724.220203 + Penalty 11853.357826 = -4065870.862377
  nChanged 110
		SP:Iteration 33Q (20558.970000 sec): 3 clusters
  Score: Raw -4077768.857951 + Penalty 11853.357826 = -4065915.500126
  nChanged 90
		SP:Iteration 34Q (20559.080000 sec): 3 clusters
  Score: Raw -4077803.730047 + Penalty 11853.357826 = -4065950.372222
  nChanged 90
		SP:Iteration 35Q (20559.190000 sec): 3 clusters
  Score: Raw -4077841.180934 + Penalty 11853.357826 = -4065987.823108
  nChanged 79
		SP:Iteration 36Q (20559.300000 sec): 3 clusters
  Score: Raw -4077873.682254 + Penalty 11853.357826 = -4066020.324428
  nChanged 71
		SP:Iteration 37Q (20559.410000 sec): 3 clusters
  Score: Raw -4077906.117104 + Penalty 11853.357826 = -4066052.759278
  nChanged 75
		SP:Iteration 38Q (20559.520000 sec): 3 clusters
  Score: Raw -4077941.032056 + Penalty 11853.357826 = -4066087.674230
  nChanged 66
		SP:Iteration 39Q (20559.630000 sec): 3 clusters
  Score: Raw -4077968.382073 + Penalty 11853.357826 = -4066115.024247
  nChanged 69
		SP:Iteration 40F (20559.750000 sec): 3 clusters
  Score: Raw -4077997.215735 + Penalty 11853.357826 = -4066143.857909
  nChanged 61
		SP:Iteration 41Q (20559.860000 sec): 3 clusters
  Score: Raw -4078020.010829 + Penalty 11853.357826 = -4066166.653003
  nChanged 50
		SP:Iteration 42Q (20559.960000 sec): 3 clusters
  Score: Raw -4078040.676251 + Penalty 11853.357826 = -4066187.318425
  nChanged 53
		SP:Iteration 43Q (20560.070000 sec): 3 clusters
  Score: Raw -4078062.147517 + Penalty 11853.357826 = -4066208.789691
  nChanged 47
		SP:Iteration 44Q (20560.180000 sec): 3 clusters
  Score: Raw -4078081.170563 + Penalty 11853.357826 = -4066227.812738
  nChanged 41
		SP:Iteration 45Q (20560.290000 sec): 3 clusters
  Score: Raw -4078096.121968 + Penalty 11853.357826 = -4066242.764142
  nChanged 41
		SP:Iteration 46Q (20560.400000 sec): 3 clusters
  Score: Raw -4078110.211599 + Penalty 11853.357826 = -4066256.853773
  nChanged 34
		SP:Iteration 47Q (20560.500000 sec): 3 clusters
  Score: Raw -4078123.966321 + Penalty 11853.357826 = -4066270.608495
  nChanged 33
		SP:Iteration 48Q (20560.610000 sec): 3 clusters
  Score: Raw -4078133.673302 + Penalty 11853.357826 = -4066280.315476
  nChanged 22
		SP:Iteration 49Q (20560.720000 sec): 3 clusters
  Score: Raw -4078142.706914 + Penalty 11853.357826 = -4066289.349088
  nChanged 21
		SP:Iteration 50Q (20560.820000 sec): 3 clusters
  Score: Raw -4078149.886765 + Penalty 11853.357826 = -4066296.528940
  nChanged 18
		SP:Iteration 51Q (20560.930000 sec): 3 clusters
  Score: Raw -4078156.473522 + Penalty 11853.357826 = -4066303.115696
  nChanged 13
		SP:Iteration 52Q (20561.040000 sec): 3 clusters
  Score: Raw -4078161.609498 + Penalty 11853.357826 = -4066308.251672
  nChanged 15
		SP:Iteration 53Q (20561.140000 sec): 3 clusters
  Score: Raw -4078166.109025 + Penalty 11853.357826 = -4066312.751199
  nChanged 12
		SP:Iteration 54Q (20561.250000 sec): 3 clusters
  Score: Raw -4078169.351055 + Penalty 11853.357826 = -4066315.993229
  nChanged 15
		SP:Iteration 55Q (20561.360000 sec): 3 clusters
  Score: Raw -4078175.041893 + Penalty 11853.357826 = -4066321.684068
  nChanged 10
		SP:Iteration 56Q (20561.460000 sec): 3 clusters
  Score: Raw -4078178.639812 + Penalty 11853.357826 = -4066325.281986
  nChanged 10
		SP:Iteration 57Q (20561.570000 sec): 3 clusters
  Score: Raw -4078181.820974 + Penalty 11853.357826 = -4066328.463149
  nChanged 11
		SP:Iteration 58Q (20561.680000 sec): 3 clusters
  Score: Raw -4078184.791510 + Penalty 11853.357826 = -4066331.433684
  nChanged 7
		SP:Iteration 59Q (20561.780000 sec): 3 clusters
  Score: Raw -4078186.713299 + Penalty 11853.357826 = -4066333.355474
  nChanged 7
		SP:Iteration 60F (20561.900000 sec): 3 clusters
  Score: Raw -4078189.254867 + Penalty 11853.357826 = -4066335.897041
  nChanged 8
		SP:Iteration 61Q (20562.010000 sec): 3 clusters
  Score: Raw -4078192.358940 + Penalty 11853.357826 = -4066339.001114
  nChanged 7
		SP:Iteration 62Q (20562.120000 sec): 3 clusters
  Score: Raw -4078195.185186 + Penalty 11853.357826 = -4066341.827361
  nChanged 8
		SP:Iteration 63Q (20562.220000 sec): 3 clusters
  Score: Raw -4078197.826659 + Penalty 11853.357826 = -4066344.468833
  nChanged 4
		SP:Iteration 64Q (20562.330000 sec): 3 clusters
  Score: Raw -4078199.276233 + Penalty 11853.357826 = -4066345.918407
  nChanged 2
		SP:Iteration 65Q (20562.440000 sec): 3 clusters
  Score: Raw -4078200.279933 + Penalty 11853.357826 = -4066346.922107
  nChanged 5
		SP:Iteration 66Q (20562.540000 sec): 3 clusters
  Score: Raw -4078202.671157 + Penalty 11853.357826 = -4066349.313331
  nChanged 8
		SP:Iteration 67Q (20562.650000 sec): 3 clusters
  Score: Raw -4078205.771288 + Penalty 11853.357826 = -4066352.413462
  nChanged 7
		SP:Iteration 68Q (20562.760000 sec): 3 clusters
  Score: Raw -4078208.542811 + Penalty 11853.357826 = -4066355.184985
  nChanged 4
		SP:Iteration 69Q (20562.860000 sec): 3 clusters
  Score: Raw -4078209.544781 + Penalty 11853.357826 = -4066356.186955
  nChanged 3
		SP:Iteration 70Q (20562.970000 sec): 3 clusters
  Score: Raw -4078210.183693 + Penalty 11853.357826 = -4066356.825867
  nChanged 1
		SP:Iteration 71Q (20563.080000 sec): 3 clusters
  Score: Raw -4078210.328765 + Penalty 11853.357826 = -4066356.970940
  nChanged 1
		SP:Iteration 72Q (20563.180000 sec): 3 clusters
  Score: Raw -4078210.589132 + Penalty 11853.357826 = -4066357.231306
  nChanged 1
		SP:Iteration 73Q (20563.290000 sec): 3 clusters
  Score: Raw -4078210.905702 + Penalty 11853.357826 = -4066357.547877
  nChanged 0
		SP:Iteration 74F (20563.410000 sec): 3 clusters
  Score: Raw -4078210.905702 + Penalty 11853.357826 = -4066357.547877
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 31 (173644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20564.530000 sec): 2 clusters
  Score: Raw -46715353.880267 + Penalty 7389.667035 = -46707964.213233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20565.860000 sec): 3 clusters
  Score: Raw -46605968.978287 + Penalty 14779.334069 = -46591189.644218
  nChanged 81362
		SP:Iteration 1F (20567.180000 sec): 3 clusters
  Score: Raw -46651677.766076 + Penalty 14779.334069 = -46636898.432007
  nChanged 6027
		SP:Iteration 2Q (20568.510000 sec): 3 clusters
  Score: Raw -46653201.385360 + Penalty 14779.334069 = -46638422.051291
  nChanged 6045
		SP:Iteration 3Q (20569.840000 sec): 3 clusters
  Score: Raw -46654891.152687 + Penalty 14779.334069 = -46640111.818618
  nChanged 6291
		SP:Iteration 4Q (20571.160000 sec): 3 clusters
  Score: Raw -46656986.006910 + Penalty 14779.334069 = -46642206.672841
  nChanged 7025
		SP:Iteration 5Q (20572.490000 sec): 3 clusters
  Score: Raw -46659937.501409 + Penalty 14779.334069 = -46645158.167340
  nChanged 8282
		SP:Iteration 6Q (20573.820000 sec): 3 clusters
  Score: Raw -46664268.620642 + Penalty 14779.334069 = -46649489.286573
  nChanged 9981
		SP:Iteration 7F (20575.140000 sec): 3 clusters
  Score: Raw -46670540.333784 + Penalty 14779.334069 = -46655760.999715
  nChanged 11549
		SP:Iteration 8F (20576.460000 sec): 3 clusters
  Score: Raw -46679184.834090 + Penalty 14779.334069 = -46664405.500021
  nChanged 12786
		SP:Iteration 9F (20577.780000 sec): 3 clusters
  Score: Raw -46690012.556624 + Penalty 14779.334069 = -46675233.222555
  nChanged 11567
		SP:Iteration 10F (20579.100000 sec): 3 clusters
  Score: Raw -46700424.849550 + Penalty 14779.334069 = -46685645.515481
  nChanged 8496
		SP:Iteration 11Q (20580.340000 sec): 3 clusters
  Score: Raw -46708147.513959 + Penalty 14779.334069 = -46693368.179890
  nChanged 4907
		SP:Iteration 12Q (20581.480000 sec): 3 clusters
  Score: Raw -46712390.060438 + Penalty 14779.334069 = -46697610.726369
  nChanged 2446
		SP:Iteration 13Q (20582.540000 sec): 3 clusters
  Score: Raw -46714388.664366 + Penalty 14779.334069 = -46699609.330297
  nChanged 1195
		SP:Iteration 14Q (20583.530000 sec): 3 clusters
  Score: Raw -46715306.451729 + Penalty 14779.334069 = -46700527.117660
  nChanged 635
		SP:Iteration 15Q (20584.480000 sec): 3 clusters
  Score: Raw -46715770.992649 + Penalty 14779.334069 = -46700991.658580
  nChanged 362
		SP:Iteration 16Q (20585.410000 sec): 3 clusters
  Score: Raw -46716025.351948 + Penalty 14779.334069 = -46701246.017879
  nChanged 233
		SP:Iteration 17Q (20586.340000 sec): 3 clusters
  Score: Raw -46716193.279862 + Penalty 14779.334069 = -46701413.945793
  nChanged 175
		SP:Iteration 18Q (20587.250000 sec): 3 clusters
  Score: Raw -46716317.208584 + Penalty 14779.334069 = -46701537.874515
  nChanged 107
		SP:Iteration 19Q (20588.160000 sec): 3 clusters
  Score: Raw -46716394.166474 + Penalty 14779.334069 = -46701614.832405
  nChanged 82
		SP:Iteration 20F (20589.480000 sec): 3 clusters
  Score: Raw -46716452.135939 + Penalty 14779.334069 = -46701672.801870
  nChanged 62
		SP:Iteration 21Q (20590.380000 sec): 3 clusters
  Score: Raw -46716490.541931 + Penalty 14779.334069 = -46701711.207862
  nChanged 51
		SP:Iteration 22Q (20591.290000 sec): 3 clusters
  Score: Raw -46716523.950100 + Penalty 14779.334069 = -46701744.616031
  nChanged 36
		SP:Iteration 23Q (20592.190000 sec): 3 clusters
  Score: Raw -46716550.476799 + Penalty 14779.334069 = -46701771.142730
  nChanged 24
		SP:Iteration 24Q (20593.090000 sec): 3 clusters
  Score: Raw -46716565.822526 + Penalty 14779.334069 = -46701786.488457
  nChanged 23
		SP:Iteration 25Q (20593.990000 sec): 3 clusters
  Score: Raw -46716578.340223 + Penalty 14779.334069 = -46701799.006154
  nChanged 15
		SP:Iteration 26Q (20594.890000 sec): 3 clusters
  Score: Raw -46716586.007186 + Penalty 14779.334069 = -46701806.673117
  nChanged 13
		SP:Iteration 27Q (20595.790000 sec): 3 clusters
  Score: Raw -46716594.010894 + Penalty 14779.334069 = -46701814.676825
  nChanged 7
		SP:Iteration 28Q (20596.680000 sec): 3 clusters
  Score: Raw -46716598.940186 + Penalty 14779.334069 = -46701819.606117
  nChanged 9
		SP:Iteration 29Q (20597.580000 sec): 3 clusters
  Score: Raw -46716603.558409 + Penalty 14779.334069 = -46701824.224340
  nChanged 7
		SP:Iteration 30Q (20598.470000 sec): 3 clusters
  Score: Raw -46716607.983650 + Penalty 14779.334069 = -46701828.649581
  nChanged 9
		SP:Iteration 31Q (20599.370000 sec): 3 clusters
  Score: Raw -46716616.163564 + Penalty 14779.334069 = -46701836.829495
  nChanged 15
		SP:Iteration 32Q (20600.270000 sec): 3 clusters
  Score: Raw -46716627.481341 + Penalty 14779.334069 = -46701848.147272
  nChanged 17
		SP:Iteration 33Q (20601.170000 sec): 3 clusters
  Score: Raw -46716638.450100 + Penalty 14779.334069 = -46701859.116031
  nChanged 10
		SP:Iteration 34Q (20602.060000 sec): 3 clusters
  Score: Raw -46716644.819592 + Penalty 14779.334069 = -46701865.485523
  nChanged 7
		SP:Iteration 35Q (20602.960000 sec): 3 clusters
  Score: Raw -46716649.174477 + Penalty 14779.334069 = -46701869.840408
  nChanged 6
		SP:Iteration 36Q (20603.850000 sec): 3 clusters
  Score: Raw -46716653.711627 + Penalty 14779.334069 = -46701874.377558
  nChanged 8
		SP:Iteration 37Q (20604.750000 sec): 3 clusters
  Score: Raw -46716660.911065 + Penalty 14779.334069 = -46701881.576996
  nChanged 11
		SP:Iteration 38Q (20605.640000 sec): 3 clusters
  Score: Raw -46716667.852427 + Penalty 14779.334069 = -46701888.518358
  nChanged 6
		SP:Iteration 39Q (20606.530000 sec): 3 clusters
  Score: Raw -46716671.899364 + Penalty 14779.334069 = -46701892.565295
  nChanged 5
		SP:Iteration 40F (20607.830000 sec): 3 clusters
  Score: Raw -46716674.594753 + Penalty 14779.334069 = -46701895.260684
  nChanged 3
		SP:Iteration 41Q (20608.730000 sec): 3 clusters
  Score: Raw -46716676.518297 + Penalty 14779.334069 = -46701897.184228
  nChanged 1
		SP:Iteration 42Q (20609.620000 sec): 3 clusters
  Score: Raw -46716677.702892 + Penalty 14779.334069 = -46701898.368823
  nChanged 1
		SP:Iteration 43Q (20610.510000 sec): 3 clusters
  Score: Raw -46716678.645516 + Penalty 14779.334069 = -46701899.311447
  nChanged 5
		SP:Iteration 44Q (20611.410000 sec): 3 clusters
  Score: Raw -46716682.578415 + Penalty 14779.334069 = -46701903.244346
  nChanged 2
		SP:Iteration 45Q (20612.300000 sec): 3 clusters
  Score: Raw -46716683.461951 + Penalty 14779.334069 = -46701904.127882
  nChanged 2
		SP:Iteration 46Q (20613.190000 sec): 3 clusters
  Score: Raw -46716684.638707 + Penalty 14779.334069 = -46701905.304638
  nChanged 5
		SP:Iteration 47Q (20614.090000 sec): 3 clusters
  Score: Raw -46716687.861743 + Penalty 14779.334069 = -46701908.527674
  nChanged 2
		SP:Iteration 48Q (20614.990000 sec): 3 clusters
  Score: Raw -46716688.477383 + Penalty 14779.334069 = -46701909.143314
  nChanged 1
		SP:Iteration 49Q (20615.880000 sec): 3 clusters
  Score: Raw -46716690.051083 + Penalty 14779.334069 = -46701910.717014
  nChanged 2
		SP:Iteration 50Q (20616.780000 sec): 3 clusters
  Score: Raw -46716691.376000 + Penalty 14779.334069 = -46701912.041931
  nChanged 2
		SP:Iteration 51Q (20617.680000 sec): 3 clusters
  Score: Raw -46716693.928769 + Penalty 14779.334069 = -46701914.594700
  nChanged 2
		SP:Iteration 52Q (20618.580000 sec): 3 clusters
  Score: Raw -46716695.440868 + Penalty 14779.334069 = -46701916.106799
  nChanged 5
		SP:Iteration 53Q (20619.470000 sec): 3 clusters
  Score: Raw -46716697.938726 + Penalty 14779.334069 = -46701918.604657
  nChanged 2
		SP:Iteration 54Q (20620.370000 sec): 3 clusters
  Score: Raw -46716698.695853 + Penalty 14779.334069 = -46701919.361784
  nChanged 1
		SP:Iteration 55Q (20621.270000 sec): 3 clusters
  Score: Raw -46716699.439005 + Penalty 14779.334069 = -46701920.104936
  nChanged 2
		SP:Iteration 56Q (20622.170000 sec): 3 clusters
  Score: Raw -46716701.799785 + Penalty 14779.334069 = -46701922.465716
  nChanged 3
		SP:Iteration 57Q (20623.060000 sec): 3 clusters
  Score: Raw -46716703.884726 + Penalty 14779.334069 = -46701924.550657
  nChanged 6
		SP:Iteration 58Q (20623.950000 sec): 3 clusters
  Score: Raw -46716708.107004 + Penalty 14779.334069 = -46701928.772935
  nChanged 7
		SP:Iteration 59Q (20624.840000 sec): 3 clusters
  Score: Raw -46716711.645190 + Penalty 14779.334069 = -46701932.311121
  nChanged 5
		SP:Iteration 60F (20626.150000 sec): 3 clusters
  Score: Raw -46716715.195087 + Penalty 14779.334069 = -46701935.861018
  nChanged 3
		SP:Iteration 61Q (20627.040000 sec): 3 clusters
  Score: Raw -46716717.626360 + Penalty 14779.334069 = -46701938.292291
  nChanged 3
		SP:Iteration 62Q (20627.930000 sec): 3 clusters
  Score: Raw -46716719.009599 + Penalty 14779.334069 = -46701939.675530
  nChanged 0
		SP:Iteration 63F (20629.240000 sec): 3 clusters
  Score: Raw -46716719.009599 + Penalty 14779.334069 = -46701939.675530
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 32 (30906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20629.510000 sec): 2 clusters
  Score: Raw -8241286.843088 + Penalty 6332.457192 = -8234954.385897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20629.750000 sec): 3 clusters
  Score: Raw -8224211.284317 + Penalty 12664.914383 = -8211546.369934
  nChanged 13063
		SP:Iteration 1F (20629.980000 sec): 3 clusters
  Score: Raw -8231066.326645 + Penalty 12664.914383 = -8218401.412262
  nChanged 1806
		SP:Iteration 2F (20630.210000 sec): 3 clusters
  Score: Raw -8231813.316095 + Penalty 12664.914383 = -8219148.401712
  nChanged 1437
		SP:Iteration 3Q (20630.450000 sec): 3 clusters
  Score: Raw -8232431.789038 + Penalty 12664.914383 = -8219766.874655
  nChanged 1353
		SP:Iteration 4Q (20630.680000 sec): 3 clusters
  Score: Raw -8233026.638781 + Penalty 12664.914383 = -8220361.724398
  nChanged 1275
		SP:Iteration 5Q (20630.910000 sec): 3 clusters
  Score: Raw -8233615.606520 + Penalty 12664.914383 = -8220950.692137
  nChanged 1279
		SP:Iteration 6Q (20631.140000 sec): 3 clusters
  Score: Raw -8234222.142839 + Penalty 12664.914383 = -8221557.228456
  nChanged 1294
		SP:Iteration 7Q (20631.380000 sec): 3 clusters
  Score: Raw -8234841.868854 + Penalty 12664.914383 = -8222176.954471
  nChanged 1302
		SP:Iteration 8Q (20631.620000 sec): 3 clusters
  Score: Raw -8235481.540253 + Penalty 12664.914383 = -8222816.625870
  nChanged 1309
		SP:Iteration 9Q (20631.850000 sec): 3 clusters
  Score: Raw -8236141.408285 + Penalty 12664.914383 = -8223476.493902
  nChanged 1272
		SP:Iteration 10Q (20632.080000 sec): 3 clusters
  Score: Raw -8236849.764131 + Penalty 12664.914383 = -8224184.849748
  nChanged 1294
		SP:Iteration 11Q (20632.310000 sec): 3 clusters
  Score: Raw -8237577.268862 + Penalty 12664.914383 = -8224912.354479
  nChanged 1174
		SP:Iteration 12Q (20632.540000 sec): 3 clusters
  Score: Raw -8238260.571217 + Penalty 12664.914383 = -8225595.656834
  nChanged 1149
		SP:Iteration 13Q (20632.770000 sec): 3 clusters
  Score: Raw -8238952.237873 + Penalty 12664.914383 = -8226287.323490
  nChanged 1013
		SP:Iteration 14Q (20633.000000 sec): 3 clusters
  Score: Raw -8239556.711197 + Penalty 12664.914383 = -8226891.796814
  nChanged 853
		SP:Iteration 15Q (20633.230000 sec): 3 clusters
  Score: Raw -8240053.657705 + Penalty 12664.914383 = -8227388.743322
  nChanged 720
		SP:Iteration 16Q (20633.460000 sec): 3 clusters
  Score: Raw -8240476.030509 + Penalty 12664.914383 = -8227811.116126
  nChanged 568
		SP:Iteration 17Q (20633.680000 sec): 3 clusters
  Score: Raw -8240803.468022 + Penalty 12664.914383 = -8228138.553639
  nChanged 435
		SP:Iteration 18Q (20633.900000 sec): 3 clusters
  Score: Raw -8241060.518436 + Penalty 12664.914383 = -8228395.604053
  nChanged 371
		SP:Iteration 19Q (20634.120000 sec): 3 clusters
  Score: Raw -8241275.251629 + Penalty 12664.914383 = -8228610.337246
  nChanged 303
		SP:Iteration 20F (20634.350000 sec): 3 clusters
  Score: Raw -8241479.786219 + Penalty 12664.914383 = -8228814.871836
  nChanged 267
		SP:Iteration 21Q (20634.570000 sec): 3 clusters
  Score: Raw -8241631.381832 + Penalty 12664.914383 = -8228966.467449
  nChanged 209
		SP:Iteration 22Q (20634.790000 sec): 3 clusters
  Score: Raw -8241764.490271 + Penalty 12664.914383 = -8229099.575888
  nChanged 182
		SP:Iteration 23Q (20634.990000 sec): 3 clusters
  Score: Raw -8241878.679437 + Penalty 12664.914383 = -8229213.765054
  nChanged 128
		SP:Iteration 24Q (20635.200000 sec): 3 clusters
  Score: Raw -8241955.085424 + Penalty 12664.914383 = -8229290.171041
  nChanged 111
		SP:Iteration 25Q (20635.400000 sec): 3 clusters
  Score: Raw -8242023.610680 + Penalty 12664.914383 = -8229358.696296
  nChanged 107
		SP:Iteration 26Q (20635.600000 sec): 3 clusters
  Score: Raw -8242093.444410 + Penalty 12664.914383 = -8229428.530027
  nChanged 99
		SP:Iteration 27Q (20635.800000 sec): 3 clusters
  Score: Raw -8242152.623303 + Penalty 12664.914383 = -8229487.708919
  nChanged 81
		SP:Iteration 28Q (20636.000000 sec): 3 clusters
  Score: Raw -8242210.404080 + Penalty 12664.914383 = -8229545.489697
  nChanged 84
		SP:Iteration 29Q (20636.200000 sec): 3 clusters
  Score: Raw -8242267.705594 + Penalty 12664.914383 = -8229602.791211
  nChanged 78
		SP:Iteration 30Q (20636.390000 sec): 3 clusters
  Score: Raw -8242322.897275 + Penalty 12664.914383 = -8229657.982892
  nChanged 65
		SP:Iteration 31Q (20636.590000 sec): 3 clusters
  Score: Raw -8242363.326649 + Penalty 12664.914383 = -8229698.412266
  nChanged 35
		SP:Iteration 32Q (20636.780000 sec): 3 clusters
  Score: Raw -8242385.690882 + Penalty 12664.914383 = -8229720.776499
  nChanged 29
		SP:Iteration 33Q (20636.970000 sec): 3 clusters
  Score: Raw -8242404.181104 + Penalty 12664.914383 = -8229739.266721
  nChanged 22
		SP:Iteration 34Q (20637.150000 sec): 3 clusters
  Score: Raw -8242417.099504 + Penalty 12664.914383 = -8229752.185121
  nChanged 19
		SP:Iteration 35Q (20637.350000 sec): 3 clusters
  Score: Raw -8242429.708197 + Penalty 12664.914383 = -8229764.793814
  nChanged 16
		SP:Iteration 36Q (20637.530000 sec): 3 clusters
  Score: Raw -8242440.819929 + Penalty 12664.914383 = -8229775.905546
  nChanged 12
		SP:Iteration 37Q (20637.720000 sec): 3 clusters
  Score: Raw -8242446.175728 + Penalty 12664.914383 = -8229781.261345
  nChanged 12
		SP:Iteration 38Q (20637.910000 sec): 3 clusters
  Score: Raw -8242453.014561 + Penalty 12664.914383 = -8229788.100178
  nChanged 5
		SP:Iteration 39Q (20638.090000 sec): 3 clusters
  Score: Raw -8242456.581105 + Penalty 12664.914383 = -8229791.666722
  nChanged 7
		SP:Iteration 40F (20638.330000 sec): 3 clusters
  Score: Raw -8242461.647857 + Penalty 12664.914383 = -8229796.733474
  nChanged 10
		SP:Iteration 41Q (20638.510000 sec): 3 clusters
  Score: Raw -8242467.395837 + Penalty 12664.914383 = -8229802.481454
  nChanged 6
		SP:Iteration 42Q (20638.700000 sec): 3 clusters
  Score: Raw -8242471.854592 + Penalty 12664.914383 = -8229806.940209
  nChanged 7
		SP:Iteration 43Q (20638.890000 sec): 3 clusters
  Score: Raw -8242476.000604 + Penalty 12664.914383 = -8229811.086221
  nChanged 8
		SP:Iteration 44Q (20639.080000 sec): 3 clusters
  Score: Raw -8242480.647130 + Penalty 12664.914383 = -8229815.732747
  nChanged 4
		SP:Iteration 45Q (20639.270000 sec): 3 clusters
  Score: Raw -8242483.219721 + Penalty 12664.914383 = -8229818.305338
  nChanged 4
		SP:Iteration 46Q (20639.450000 sec): 3 clusters
  Score: Raw -8242486.357108 + Penalty 12664.914383 = -8229821.442725
  nChanged 3
		SP:Iteration 47Q (20639.640000 sec): 3 clusters
  Score: Raw -8242487.878241 + Penalty 12664.914383 = -8229822.963858
  nChanged 1
		SP:Iteration 48Q (20639.830000 sec): 3 clusters
  Score: Raw -8242488.085172 + Penalty 12664.914383 = -8229823.170789
  nChanged 1
		SP:Iteration 49Q (20640.010000 sec): 3 clusters
  Score: Raw -8242489.057205 + Penalty 12664.914383 = -8229824.142822
  nChanged 2
		SP:Iteration 50Q (20640.200000 sec): 3 clusters
  Score: Raw -8242489.870104 + Penalty 12664.914383 = -8229824.955721
  nChanged 0
		SP:Iteration 51F (20640.430000 sec): 3 clusters
  Score: Raw -8242489.870104 + Penalty 12664.914383 = -8229824.955721
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 33 (99683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20641.060000 sec): 2 clusters
  Score: Raw -26756573.767576 + Penalty 7049.722138 = -26749524.045438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20641.810000 sec): 3 clusters
  Score: Raw -26695513.734666 + Penalty 14099.444277 = -26681414.290390
  nChanged 45631
		SP:Iteration 1F (20642.570000 sec): 3 clusters
  Score: Raw -26720425.042800 + Penalty 14099.444277 = -26706325.598523
  nChanged 4211
		SP:Iteration 2Q (20643.330000 sec): 3 clusters
  Score: Raw -26721755.057827 + Penalty 14099.444277 = -26707655.613551
  nChanged 4042
		SP:Iteration 3Q (20644.090000 sec): 3 clusters
  Score: Raw -26723237.200022 + Penalty 14099.444277 = -26709137.755745
  nChanged 4239
		SP:Iteration 4Q (20644.850000 sec): 3 clusters
  Score: Raw -26725178.001236 + Penalty 14099.444277 = -26711078.556959
  nChanged 4912
		SP:Iteration 5Q (20645.610000 sec): 3 clusters
  Score: Raw -26727926.300874 + Penalty 14099.444277 = -26713826.856597
  nChanged 5714
		SP:Iteration 6F (20646.360000 sec): 3 clusters
  Score: Raw -26731488.581989 + Penalty 14099.444277 = -26717389.137712
  nChanged 6628
		SP:Iteration 7F (20647.110000 sec): 3 clusters
  Score: Raw -26735940.664284 + Penalty 14099.444277 = -26721841.220007
  nChanged 7089
		SP:Iteration 8F (20647.870000 sec): 3 clusters
  Score: Raw -26740922.747038 + Penalty 14099.444277 = -26726823.302762
  nChanged 6734
		SP:Iteration 9F (20648.630000 sec): 3 clusters
  Score: Raw -26745623.453398 + Penalty 14099.444277 = -26731524.009122
  nChanged 5965
		SP:Iteration 10F (20649.380000 sec): 3 clusters
  Score: Raw -26750143.159418 + Penalty 14099.444277 = -26736043.715142
  nChanged 5082
		SP:Iteration 11F (20650.130000 sec): 3 clusters
  Score: Raw -26755096.541327 + Penalty 14099.444277 = -26740997.097051
  nChanged 4357
		SP:Iteration 12Q (20650.870000 sec): 3 clusters
  Score: Raw -26759869.094939 + Penalty 14099.444277 = -26745769.650663
  nChanged 3114
		SP:Iteration 13Q (20651.580000 sec): 3 clusters
  Score: Raw -26761966.681979 + Penalty 14099.444277 = -26747867.237702
  nChanged 1787
		SP:Iteration 14Q (20652.250000 sec): 3 clusters
  Score: Raw -26762605.581922 + Penalty 14099.444277 = -26748506.137645
  nChanged 929
		SP:Iteration 15Q (20652.920000 sec): 3 clusters
  Score: Raw -26762809.401447 + Penalty 14099.444277 = -26748709.957171
  nChanged 552
		SP:Iteration 16Q (20653.570000 sec): 3 clusters
  Score: Raw -26762898.042982 + Penalty 14099.444277 = -26748798.598705
  nChanged 344
		SP:Iteration 17Q (20654.230000 sec): 3 clusters
  Score: Raw -26762942.096172 + Penalty 14099.444277 = -26748842.651895
  nChanged 226
		SP:Iteration 18Q (20654.880000 sec): 3 clusters
  Score: Raw -26762961.884287 + Penalty 14099.444277 = -26748862.440010
  nChanged 137
		SP:Iteration 19Q (20655.530000 sec): 3 clusters
  Score: Raw -26762971.792009 + Penalty 14099.444277 = -26748872.347733
  nChanged 91
		SP:Iteration 20F (20656.280000 sec): 3 clusters
  Score: Raw -26762977.316012 + Penalty 14099.444277 = -26748877.871735
  nChanged 78
		SP:Iteration 21Q (20656.940000 sec): 3 clusters
  Score: Raw -26762982.251524 + Penalty 14099.444277 = -26748882.807248
  nChanged 49
		SP:Iteration 22Q (20657.590000 sec): 3 clusters
  Score: Raw -26762985.259815 + Penalty 14099.444277 = -26748885.815539
  nChanged 46
		SP:Iteration 23Q (20658.240000 sec): 3 clusters
  Score: Raw -26762987.604761 + Penalty 14099.444277 = -26748888.160484
  nChanged 37
		SP:Iteration 24Q (20658.890000 sec): 3 clusters
  Score: Raw -26762989.369762 + Penalty 14099.444277 = -26748889.925485
  nChanged 30
		SP:Iteration 25Q (20659.540000 sec): 3 clusters
  Score: Raw -26762990.759938 + Penalty 14099.444277 = -26748891.315661
  nChanged 20
		SP:Iteration 26Q (20660.190000 sec): 3 clusters
  Score: Raw -26762991.538405 + Penalty 14099.444277 = -26748892.094128
  nChanged 8
		SP:Iteration 27Q (20660.840000 sec): 3 clusters
  Score: Raw -26762991.824158 + Penalty 14099.444277 = -26748892.379881
  nChanged 10
		SP:Iteration 28Q (20661.480000 sec): 3 clusters
  Score: Raw -26762992.223182 + Penalty 14099.444277 = -26748892.778905
  nChanged 12
		SP:Iteration 29Q (20662.130000 sec): 3 clusters
  Score: Raw -26762992.601372 + Penalty 14099.444277 = -26748893.157095
  nChanged 8
		SP:Iteration 30Q (20662.780000 sec): 3 clusters
  Score: Raw -26762993.002138 + Penalty 14099.444277 = -26748893.557861
  nChanged 9
		SP:Iteration 31Q (20663.430000 sec): 3 clusters
  Score: Raw -26762993.360512 + Penalty 14099.444277 = -26748893.916235
  nChanged 12
		SP:Iteration 32Q (20664.080000 sec): 3 clusters
  Score: Raw -26762993.807429 + Penalty 14099.444277 = -26748894.363153
  nChanged 13
		SP:Iteration 33Q (20664.740000 sec): 3 clusters
  Score: Raw -26762994.290183 + Penalty 14099.444277 = -26748894.845906
  nChanged 11
		SP:Iteration 34Q (20665.390000 sec): 3 clusters
  Score: Raw -26762994.741364 + Penalty 14099.444277 = -26748895.297087
  nChanged 11
		SP:Iteration 35Q (20666.040000 sec): 3 clusters
  Score: Raw -26762995.135177 + Penalty 14099.444277 = -26748895.690901
  nChanged 7
		SP:Iteration 36Q (20666.680000 sec): 3 clusters
  Score: Raw -26762995.355342 + Penalty 14099.444277 = -26748895.911065
  nChanged 8
		SP:Iteration 37Q (20667.340000 sec): 3 clusters
  Score: Raw -26762995.780655 + Penalty 14099.444277 = -26748896.336379
  nChanged 9
		SP:Iteration 38Q (20667.980000 sec): 3 clusters
  Score: Raw -26762996.204784 + Penalty 14099.444277 = -26748896.760507
  nChanged 9
		SP:Iteration 39Q (20668.640000 sec): 3 clusters
  Score: Raw -26762996.520741 + Penalty 14099.444277 = -26748897.076465
  nChanged 4
		SP:Iteration 40F (20669.390000 sec): 3 clusters
  Score: Raw -26762996.616601 + Penalty 14099.444277 = -26748897.172325
  nChanged 3
		SP:Iteration 41Q (20670.050000 sec): 3 clusters
  Score: Raw -26762996.749594 + Penalty 14099.444277 = -26748897.305317
  nChanged 2
		SP:Iteration 42Q (20670.700000 sec): 3 clusters
  Score: Raw -26762996.829161 + Penalty 14099.444277 = -26748897.384884
  nChanged 4
		SP:Iteration 43Q (20671.350000 sec): 3 clusters
  Score: Raw -26762996.914168 + Penalty 14099.444277 = -26748897.469892
  nChanged 0
		SP:Iteration 44F (20672.100000 sec): 3 clusters
  Score: Raw -26762996.914168 + Penalty 14099.444277 = -26748897.469892
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 34 (86529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20672.630000 sec): 2 clusters
  Score: Raw -22930681.647818 + Penalty 6963.043874 = -22923718.603943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20673.290000 sec): 3 clusters
  Score: Raw -22878083.242731 + Penalty 13926.087749 = -22864157.154982
  nChanged 39442
		SP:Iteration 1F (20673.940000 sec): 3 clusters
  Score: Raw -22900274.123074 + Penalty 13926.087749 = -22886348.035326
  nChanged 4216
		SP:Iteration 2Q (20674.610000 sec): 3 clusters
  Score: Raw -22902355.956350 + Penalty 13926.087749 = -22888429.868602
  nChanged 4679
		SP:Iteration 3F (20675.260000 sec): 3 clusters
  Score: Raw -22905427.735123 + Penalty 13926.087749 = -22891501.647375
  nChanged 5668
		SP:Iteration 4F (20675.920000 sec): 3 clusters
  Score: Raw -22909436.825442 + Penalty 13926.087749 = -22895510.737693
  nChanged 6320
		SP:Iteration 5F (20676.580000 sec): 3 clusters
  Score: Raw -22913635.862730 + Penalty 13926.087749 = -22899709.774981
  nChanged 6168
		SP:Iteration 6F (20677.240000 sec): 3 clusters
  Score: Raw -22917501.488572 + Penalty 13926.087749 = -22903575.400824
  nChanged 5367
		SP:Iteration 7F (20677.900000 sec): 3 clusters
  Score: Raw -22920649.414278 + Penalty 13926.087749 = -22906723.326529
  nChanged 4403
		SP:Iteration 8F (20678.550000 sec): 3 clusters
  Score: Raw -22923136.344330 + Penalty 13926.087749 = -22909210.256581
  nChanged 3524
		SP:Iteration 9Q (20679.200000 sec): 3 clusters
  Score: Raw -22925277.977353 + Penalty 13926.087749 = -22911351.889604
  nChanged 2971
		SP:Iteration 10Q (20679.840000 sec): 3 clusters
  Score: Raw -22927328.036427 + Penalty 13926.087749 = -22913401.948678
  nChanged 2588
		SP:Iteration 11Q (20680.480000 sec): 3 clusters
  Score: Raw -22929431.041386 + Penalty 13926.087749 = -22915504.953637
  nChanged 2238
		SP:Iteration 12Q (20681.120000 sec): 3 clusters
  Score: Raw -22931430.633675 + Penalty 13926.087749 = -22917504.545926
  nChanged 1862
		SP:Iteration 13Q (20681.740000 sec): 3 clusters
  Score: Raw -22932956.036486 + Penalty 13926.087749 = -22919029.948738
  nChanged 1472
		SP:Iteration 14Q (20682.340000 sec): 3 clusters
  Score: Raw -22933962.090388 + Penalty 13926.087749 = -22920036.002639
  nChanged 1226
		SP:Iteration 15Q (20682.900000 sec): 3 clusters
  Score: Raw -22934614.047138 + Penalty 13926.087749 = -22920687.959389
  nChanged 990
		SP:Iteration 16Q (20683.460000 sec): 3 clusters
  Score: Raw -22935025.753805 + Penalty 13926.087749 = -22921099.666057
  nChanged 867
		SP:Iteration 17Q (20684.010000 sec): 3 clusters
  Score: Raw -22935338.571293 + Penalty 13926.087749 = -22921412.483544
  nChanged 700
		SP:Iteration 18Q (20684.540000 sec): 3 clusters
  Score: Raw -22935575.548103 + Penalty 13926.087749 = -22921649.460354
  nChanged 647
		SP:Iteration 19Q (20685.070000 sec): 3 clusters
  Score: Raw -22935795.937526 + Penalty 13926.087749 = -22921869.849778
  nChanged 614
		SP:Iteration 20F (20685.730000 sec): 3 clusters
  Score: Raw -22936005.327048 + Penalty 13926.087749 = -22922079.239300
  nChanged 561
		SP:Iteration 21Q (20686.260000 sec): 3 clusters
  Score: Raw -22936192.219401 + Penalty 13926.087749 = -22922266.131653
  nChanged 530
		SP:Iteration 22Q (20686.780000 sec): 3 clusters
  Score: Raw -22936366.753764 + Penalty 13926.087749 = -22922440.666015
  nChanged 480
		SP:Iteration 23Q (20687.300000 sec): 3 clusters
  Score: Raw -22936516.802329 + Penalty 13926.087749 = -22922590.714580
  nChanged 385
		SP:Iteration 24Q (20687.820000 sec): 3 clusters
  Score: Raw -22936621.736975 + Penalty 13926.087749 = -22922695.649227
  nChanged 327
		SP:Iteration 25Q (20688.330000 sec): 3 clusters
  Score: Raw -22936697.140075 + Penalty 13926.087749 = -22922771.052326
  nChanged 253
		SP:Iteration 26Q (20688.840000 sec): 3 clusters
  Score: Raw -22936753.448217 + Penalty 13926.087749 = -22922827.360468
  nChanged 216
		SP:Iteration 27Q (20689.350000 sec): 3 clusters
  Score: Raw -22936801.401998 + Penalty 13926.087749 = -22922875.314249
  nChanged 189
		SP:Iteration 28Q (20689.860000 sec): 3 clusters
  Score: Raw -22936838.966463 + Penalty 13926.087749 = -22922912.878714
  nChanged 171
		SP:Iteration 29Q (20690.360000 sec): 3 clusters
  Score: Raw -22936876.248488 + Penalty 13926.087749 = -22922950.160739
  nChanged 169
		SP:Iteration 30Q (20690.870000 sec): 3 clusters
  Score: Raw -22936911.576267 + Penalty 13926.087749 = -22922985.488519
  nChanged 165
		SP:Iteration 31Q (20691.370000 sec): 3 clusters
  Score: Raw -22936941.135909 + Penalty 13926.087749 = -22923015.048160
  nChanged 133
		SP:Iteration 32Q (20691.870000 sec): 3 clusters
  Score: Raw -22936962.914415 + Penalty 13926.087749 = -22923036.826666
  nChanged 120
		SP:Iteration 33Q (20692.380000 sec): 3 clusters
  Score: Raw -22936983.088539 + Penalty 13926.087749 = -22923057.000790
  nChanged 102
		SP:Iteration 34Q (20692.880000 sec): 3 clusters
  Score: Raw -22937000.358350 + Penalty 13926.087749 = -22923074.270601
  nChanged 101
		SP:Iteration 35Q (20693.370000 sec): 3 clusters
  Score: Raw -22937015.659637 + Penalty 13926.087749 = -22923089.571888
  nChanged 86
		SP:Iteration 36Q (20693.870000 sec): 3 clusters
  Score: Raw -22937029.178475 + Penalty 13926.087749 = -22923103.090727
  nChanged 83
		SP:Iteration 37Q (20694.380000 sec): 3 clusters
  Score: Raw -22937042.252415 + Penalty 13926.087749 = -22923116.164666
  nChanged 73
		SP:Iteration 38Q (20694.880000 sec): 3 clusters
  Score: Raw -22937053.540698 + Penalty 13926.087749 = -22923127.452949
  nChanged 73
		SP:Iteration 39Q (20695.370000 sec): 3 clusters
  Score: Raw -22937064.393324 + Penalty 13926.087749 = -22923138.305576
  nChanged 66
		SP:Iteration 40F (20696.030000 sec): 3 clusters
  Score: Raw -22937074.343272 + Penalty 13926.087749 = -22923148.255523
  nChanged 50
		SP:Iteration 41Q (20696.530000 sec): 3 clusters
  Score: Raw -22937080.860382 + Penalty 13926.087749 = -22923154.772634
  nChanged 33
		SP:Iteration 42Q (20697.030000 sec): 3 clusters
  Score: Raw -22937085.170003 + Penalty 13926.087749 = -22923159.082254
  nChanged 32
		SP:Iteration 43Q (20697.540000 sec): 3 clusters
  Score: Raw -22937089.122573 + Penalty 13926.087749 = -22923163.034824
  nChanged 28
		SP:Iteration 44Q (20698.040000 sec): 3 clusters
  Score: Raw -22937093.136347 + Penalty 13926.087749 = -22923167.048598
  nChanged 26
		SP:Iteration 45Q (20698.540000 sec): 3 clusters
  Score: Raw -22937097.209956 + Penalty 13926.087749 = -22923171.122207
  nChanged 25
		SP:Iteration 46Q (20699.040000 sec): 3 clusters
  Score: Raw -22937100.313421 + Penalty 13926.087749 = -22923174.225673
  nChanged 30
		SP:Iteration 47Q (20699.540000 sec): 3 clusters
  Score: Raw -22937103.655485 + Penalty 13926.087749 = -22923177.567736
  nChanged 19
		SP:Iteration 48Q (20700.040000 sec): 3 clusters
  Score: Raw -22937106.259195 + Penalty 13926.087749 = -22923180.171446
  nChanged 22
		SP:Iteration 49Q (20700.540000 sec): 3 clusters
  Score: Raw -22937109.535279 + Penalty 13926.087749 = -22923183.447531
  nChanged 21
		SP:Iteration 50Q (20701.030000 sec): 3 clusters
  Score: Raw -22937111.872646 + Penalty 13926.087749 = -22923185.784897
  nChanged 14
		SP:Iteration 51Q (20701.540000 sec): 3 clusters
  Score: Raw -22937113.675279 + Penalty 13926.087749 = -22923187.587530
  nChanged 15
		SP:Iteration 52Q (20702.030000 sec): 3 clusters
  Score: Raw -22937115.513700 + Penalty 13926.087749 = -22923189.425952
  nChanged 17
		SP:Iteration 53Q (20702.530000 sec): 3 clusters
  Score: Raw -22937117.417620 + Penalty 13926.087749 = -22923191.329872
  nChanged 11
		SP:Iteration 54Q (20703.040000 sec): 3 clusters
  Score: Raw -22937118.596339 + Penalty 13926.087749 = -22923192.508590
  nChanged 9
		SP:Iteration 55Q (20703.540000 sec): 3 clusters
  Score: Raw -22937119.492872 + Penalty 13926.087749 = -22923193.405124
  nChanged 2
		SP:Iteration 56Q (20704.040000 sec): 3 clusters
  Score: Raw -22937119.696607 + Penalty 13926.087749 = -22923193.608859
  nChanged 2
		SP:Iteration 57Q (20704.530000 sec): 3 clusters
  Score: Raw -22937119.834949 + Penalty 13926.087749 = -22923193.747201
  nChanged 0
		SP:Iteration 58F (20705.200000 sec): 3 clusters
  Score: Raw -22937119.834949 + Penalty 13926.087749 = -22923193.747201
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 35 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20705.260000 sec): 2 clusters
  Score: Raw -102208.350011 + Penalty 3675.866613 = -98532.483398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20705.260000 sec): 3 clusters
  Score: Raw -102760.465745 + Penalty 7351.733226 = -95408.732519
  nChanged 21
		SP:Iteration 1F (20705.260000 sec): 3 clusters
  Score: Raw -102891.583956 + Penalty 7351.733226 = -95539.850730
  nChanged 4
		SP:Iteration 2Q (20705.270000 sec): 3 clusters
  Score: Raw -102933.166507 + Penalty 7351.733226 = -95581.433282
  nChanged 2
		SP:Iteration 3Q (20705.270000 sec): 3 clusters
  Score: Raw -102944.314112 + Penalty 7351.733226 = -95592.580886
  nChanged 0
		SP:Iteration 4F (20705.270000 sec): 3 clusters
  Score: Raw -102944.314112 + Penalty 7351.733226 = -95592.580886
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 36 (1611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20705.290000 sec): 2 clusters
  Score: Raw -397947.829520 + Penalty 4523.073860 = -393424.755660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20705.300000 sec): 3 clusters
  Score: Raw -397872.464323 + Penalty 9046.147719 = -388826.316603
  nChanged 351
		SP:Iteration 1F (20705.310000 sec): 3 clusters
  Score: Raw -398486.733660 + Penalty 9046.147719 = -389440.585940
  nChanged 120
		SP:Iteration 2F (20705.320000 sec): 3 clusters
  Score: Raw -398813.896805 + Penalty 9046.147719 = -389767.749085
  nChanged 86
		SP:Iteration 3F (20705.340000 sec): 3 clusters
  Score: Raw -399107.106790 + Penalty 9046.147719 = -390060.959071
  nChanged 96
		SP:Iteration 4F (20705.350000 sec): 3 clusters
  Score: Raw -399493.102970 + Penalty 9046.147719 = -390446.955251
  nChanged 106
		SP:Iteration 5F (20705.360000 sec): 3 clusters
  Score: Raw -399981.373711 + Penalty 9046.147719 = -390935.225992
  nChanged 97
		SP:Iteration 6F (20705.380000 sec): 3 clusters
  Score: Raw -400359.229390 + Penalty 9046.147719 = -391313.081671
  nChanged 65
		SP:Iteration 7Q (20705.380000 sec): 3 clusters
  Score: Raw -400523.375785 + Penalty 9046.147719 = -391477.228066
  nChanged 26
		SP:Iteration 8Q (20705.400000 sec): 3 clusters
  Score: Raw -400606.807970 + Penalty 9046.147719 = -391560.660250
  nChanged 14
		SP:Iteration 9Q (20705.400000 sec): 3 clusters
  Score: Raw -400631.351433 + Penalty 9046.147719 = -391585.203713
  nChanged 6
		SP:Iteration 10Q (20705.410000 sec): 3 clusters
  Score: Raw -400645.186844 + Penalty 9046.147719 = -391599.039125
  nChanged 4
		SP:Iteration 11Q (20705.420000 sec): 3 clusters
  Score: Raw -400653.337066 + Penalty 9046.147719 = -391607.189346
  nChanged 1
		SP:Iteration 12Q (20705.430000 sec): 3 clusters
  Score: Raw -400654.313402 + Penalty 9046.147719 = -391608.165683
  nChanged 0
		SP:Iteration 13F (20705.440000 sec): 3 clusters
  Score: Raw -400654.313402 + Penalty 9046.147719 = -391608.165683
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 37 (6662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20705.490000 sec): 2 clusters
  Score: Raw -1716679.041949 + Penalty 5392.557199 = -1711286.484750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20705.540000 sec): 3 clusters
  Score: Raw -1713967.929643 + Penalty 10785.114398 = -1703182.815245
  nChanged 2258
		SP:Iteration 1F (20705.600000 sec): 3 clusters
  Score: Raw -1715497.677138 + Penalty 10785.114398 = -1704712.562740
  nChanged 486
		SP:Iteration 2F (20705.650000 sec): 3 clusters
  Score: Raw -1715976.847207 + Penalty 10785.114398 = -1705191.732809
  nChanged 373
		SP:Iteration 3F (20705.700000 sec): 3 clusters
  Score: Raw -1716271.405724 + Penalty 10785.114398 = -1705486.291326
  nChanged 260
		SP:Iteration 4Q (20705.750000 sec): 3 clusters
  Score: Raw -1716479.317084 + Penalty 10785.114398 = -1705694.202686
  nChanged 205
		SP:Iteration 5Q (20705.790000 sec): 3 clusters
  Score: Raw -1716621.429595 + Penalty 10785.114398 = -1705836.315197
  nChanged 158
		SP:Iteration 6Q (20705.850000 sec): 3 clusters
  Score: Raw -1716733.395735 + Penalty 10785.114398 = -1705948.281337
  nChanged 158
		SP:Iteration 7Q (20705.890000 sec): 3 clusters
  Score: Raw -1716840.880939 + Penalty 10785.114398 = -1706055.766541
  nChanged 140
		SP:Iteration 8Q (20705.950000 sec): 3 clusters
  Score: Raw -1716939.434604 + Penalty 10785.114398 = -1706154.320206
  nChanged 151
		SP:Iteration 9Q (20706.000000 sec): 3 clusters
  Score: Raw -1717053.293606 + Penalty 10785.114398 = -1706268.179208
  nChanged 139
		SP:Iteration 10Q (20706.040000 sec): 3 clusters
  Score: Raw -1717145.531031 + Penalty 10785.114398 = -1706360.416633
  nChanged 117
		SP:Iteration 11Q (20706.090000 sec): 3 clusters
  Score: Raw -1717225.744682 + Penalty 10785.114398 = -1706440.630284
  nChanged 122
		SP:Iteration 12Q (20706.140000 sec): 3 clusters
  Score: Raw -1717310.786375 + Penalty 10785.114398 = -1706525.671977
  nChanged 122
		SP:Iteration 13Q (20706.190000 sec): 3 clusters
  Score: Raw -1717400.304703 + Penalty 10785.114398 = -1706615.190305
  nChanged 108
		SP:Iteration 14Q (20706.240000 sec): 3 clusters
  Score: Raw -1717478.800492 + Penalty 10785.114398 = -1706693.686094
  nChanged 100
		SP:Iteration 15Q (20706.290000 sec): 3 clusters
  Score: Raw -1717555.119734 + Penalty 10785.114398 = -1706770.005336
  nChanged 108
		SP:Iteration 16Q (20706.340000 sec): 3 clusters
  Score: Raw -1717639.674319 + Penalty 10785.114398 = -1706854.559921
  nChanged 98
		SP:Iteration 17Q (20706.380000 sec): 3 clusters
  Score: Raw -1717717.525450 + Penalty 10785.114398 = -1706932.411052
  nChanged 97
		SP:Iteration 18Q (20706.430000 sec): 3 clusters
  Score: Raw -1717789.570767 + Penalty 10785.114398 = -1707004.456369
  nChanged 74
		SP:Iteration 19Q (20706.480000 sec): 3 clusters
  Score: Raw -1717846.926984 + Penalty 10785.114398 = -1707061.812586
  nChanged 71
		SP:Iteration 20F (20706.530000 sec): 3 clusters
  Score: Raw -1717906.519128 + Penalty 10785.114398 = -1707121.404730
  nChanged 62
		SP:Iteration 21Q (20706.580000 sec): 3 clusters
  Score: Raw -1717952.496923 + Penalty 10785.114398 = -1707167.382525
  nChanged 67
		SP:Iteration 22Q (20706.620000 sec): 3 clusters
  Score: Raw -1718000.711018 + Penalty 10785.114398 = -1707215.596620
  nChanged 57
		SP:Iteration 23Q (20706.670000 sec): 3 clusters
  Score: Raw -1718050.061270 + Penalty 10785.114398 = -1707264.946872
  nChanged 63
		SP:Iteration 24Q (20706.710000 sec): 3 clusters
  Score: Raw -1718106.358314 + Penalty 10785.114398 = -1707321.243916
  nChanged 56
		SP:Iteration 25Q (20706.760000 sec): 3 clusters
  Score: Raw -1718150.520539 + Penalty 10785.114398 = -1707365.406141
  nChanged 54
		SP:Iteration 26Q (20706.810000 sec): 3 clusters
  Score: Raw -1718188.694765 + Penalty 10785.114398 = -1707403.580367
  nChanged 43
		SP:Iteration 27Q (20706.850000 sec): 3 clusters
  Score: Raw -1718219.400973 + Penalty 10785.114398 = -1707434.286575
  nChanged 36
		SP:Iteration 28Q (20706.900000 sec): 3 clusters
  Score: Raw -1718245.979272 + Penalty 10785.114398 = -1707460.864874
  nChanged 36
		SP:Iteration 29Q (20706.960000 sec): 3 clusters
  Score: Raw -1718273.784544 + Penalty 10785.114398 = -1707488.670146
  nChanged 38
		SP:Iteration 30Q (20707.000000 sec): 3 clusters
  Score: Raw -1718304.746410 + Penalty 10785.114398 = -1707519.632012
  nChanged 40
		SP:Iteration 31Q (20707.050000 sec): 3 clusters
  Score: Raw -1718333.689215 + Penalty 10785.114398 = -1707548.574817
  nChanged 38
		SP:Iteration 32Q (20707.090000 sec): 3 clusters
  Score: Raw -1718362.554212 + Penalty 10785.114398 = -1707577.439814
  nChanged 33
		SP:Iteration 33Q (20707.140000 sec): 3 clusters
  Score: Raw -1718390.929449 + Penalty 10785.114398 = -1707605.815051
  nChanged 37
		SP:Iteration 34Q (20707.180000 sec): 3 clusters
  Score: Raw -1718428.001039 + Penalty 10785.114398 = -1707642.886641
  nChanged 46
		SP:Iteration 35Q (20707.230000 sec): 3 clusters
  Score: Raw -1718458.733058 + Penalty 10785.114398 = -1707673.618661
  nChanged 33
		SP:Iteration 36Q (20707.270000 sec): 3 clusters
  Score: Raw -1718481.385782 + Penalty 10785.114398 = -1707696.271384
  nChanged 29
		SP:Iteration 37Q (20707.320000 sec): 3 clusters
  Score: Raw -1718502.084202 + Penalty 10785.114398 = -1707716.969804
  nChanged 29
		SP:Iteration 38Q (20707.370000 sec): 3 clusters
  Score: Raw -1718525.849213 + Penalty 10785.114398 = -1707740.734815
  nChanged 33
		SP:Iteration 39Q (20707.410000 sec): 3 clusters
  Score: Raw -1718550.498177 + Penalty 10785.114398 = -1707765.383779
  nChanged 29
		SP:Iteration 40F (20707.460000 sec): 3 clusters
  Score: Raw -1718568.212063 + Penalty 10785.114398 = -1707783.097665
  nChanged 30
		SP:Iteration 41Q (20707.510000 sec): 3 clusters
  Score: Raw -1718588.501525 + Penalty 10785.114398 = -1707803.387127
  nChanged 32
		SP:Iteration 42Q (20707.550000 sec): 3 clusters
  Score: Raw -1718609.315858 + Penalty 10785.114398 = -1707824.201460
  nChanged 35
		SP:Iteration 43Q (20707.590000 sec): 3 clusters
  Score: Raw -1718643.986024 + Penalty 10785.114398 = -1707858.871626
  nChanged 40
		SP:Iteration 44Q (20707.640000 sec): 3 clusters
  Score: Raw -1718677.438144 + Penalty 10785.114398 = -1707892.323746
  nChanged 38
		SP:Iteration 45Q (20707.690000 sec): 3 clusters
  Score: Raw -1718708.183777 + Penalty 10785.114398 = -1707923.069380
  nChanged 37
		SP:Iteration 46Q (20707.730000 sec): 3 clusters
  Score: Raw -1718746.262837 + Penalty 10785.114398 = -1707961.148439
  nChanged 46
		SP:Iteration 47Q (20707.770000 sec): 3 clusters
  Score: Raw -1718791.642601 + Penalty 10785.114398 = -1708006.528203
  nChanged 57
		SP:Iteration 48Q (20707.820000 sec): 3 clusters
  Score: Raw -1718856.317596 + Penalty 10785.114398 = -1708071.203198
  nChanged 69
		SP:Iteration 49Q (20707.860000 sec): 3 clusters
  Score: Raw -1718927.525733 + Penalty 10785.114398 = -1708142.411335
  nChanged 72
		SP:Iteration 50Q (20707.910000 sec): 3 clusters
  Score: Raw -1719014.188597 + Penalty 10785.114398 = -1708229.074199
  nChanged 70
		SP:Iteration 51Q (20707.950000 sec): 3 clusters
  Score: Raw -1719101.584979 + Penalty 10785.114398 = -1708316.470581
  nChanged 86
		SP:Iteration 52Q (20708.000000 sec): 3 clusters
  Score: Raw -1719197.268560 + Penalty 10785.114398 = -1708412.154162
  nChanged 71
		SP:Iteration 53Q (20708.040000 sec): 3 clusters
  Score: Raw -1719268.057047 + Penalty 10785.114398 = -1708482.942649
  nChanged 60
		SP:Iteration 54Q (20708.090000 sec): 3 clusters
  Score: Raw -1719323.388296 + Penalty 10785.114398 = -1708538.273898
  nChanged 53
		SP:Iteration 55Q (20708.140000 sec): 3 clusters
  Score: Raw -1719369.469866 + Penalty 10785.114398 = -1708584.355468
  nChanged 59
		SP:Iteration 56Q (20708.180000 sec): 3 clusters
  Score: Raw -1719419.518866 + Penalty 10785.114398 = -1708634.404468
  nChanged 44
		SP:Iteration 57Q (20708.220000 sec): 3 clusters
  Score: Raw -1719449.747755 + Penalty 10785.114398 = -1708664.633357
  nChanged 39
		SP:Iteration 58Q (20708.270000 sec): 3 clusters
  Score: Raw -1719478.168205 + Penalty 10785.114398 = -1708693.053807
  nChanged 21
		SP:Iteration 59Q (20708.310000 sec): 3 clusters
  Score: Raw -1719491.786661 + Penalty 10785.114398 = -1708706.672263
  nChanged 18
		SP:Iteration 60F (20708.360000 sec): 3 clusters
  Score: Raw -1719507.544176 + Penalty 10785.114398 = -1708722.429778
  nChanged 29
		SP:Iteration 61Q (20708.400000 sec): 3 clusters
  Score: Raw -1719526.797163 + Penalty 10785.114398 = -1708741.682766
  nChanged 23
		SP:Iteration 62Q (20708.440000 sec): 3 clusters
  Score: Raw -1719541.140481 + Penalty 10785.114398 = -1708756.026083
  nChanged 15
		SP:Iteration 63Q (20708.490000 sec): 3 clusters
  Score: Raw -1719550.113428 + Penalty 10785.114398 = -1708764.999030
  nChanged 7
		SP:Iteration 64Q (20708.530000 sec): 3 clusters
  Score: Raw -1719554.364962 + Penalty 10785.114398 = -1708769.250564
  nChanged 5
		SP:Iteration 65Q (20708.580000 sec): 3 clusters
  Score: Raw -1719557.184398 + Penalty 10785.114398 = -1708772.070000
  nChanged 2
		SP:Iteration 66Q (20708.620000 sec): 3 clusters
  Score: Raw -1719559.036733 + Penalty 10785.114398 = -1708773.922335
  nChanged 0
		SP:Iteration 67F (20708.670000 sec): 3 clusters
  Score: Raw -1719559.036733 + Penalty 10785.114398 = -1708773.922335
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 38 (21061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20708.810000 sec): 2 clusters
  Score: Raw -5562521.465303 + Penalty 6097.546689 = -5556423.918614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20708.980000 sec): 3 clusters
  Score: Raw -5551443.560047 + Penalty 12195.093378 = -5539248.466669
  nChanged 8630
		SP:Iteration 1F (20709.140000 sec): 3 clusters
  Score: Raw -5556108.867828 + Penalty 12195.093378 = -5543913.774449
  nChanged 1455
		SP:Iteration 2F (20709.300000 sec): 3 clusters
  Score: Raw -5556917.178741 + Penalty 12195.093378 = -5544722.085363
  nChanged 1181
		SP:Iteration 3F (20709.460000 sec): 3 clusters
  Score: Raw -5557603.931920 + Penalty 12195.093378 = -5545408.838541
  nChanged 1022
		SP:Iteration 4Q (20709.620000 sec): 3 clusters
  Score: Raw -5558170.928808 + Penalty 12195.093378 = -5545975.835429
  nChanged 949
		SP:Iteration 5Q (20709.780000 sec): 3 clusters
  Score: Raw -5558664.321402 + Penalty 12195.093378 = -5546469.228024
  nChanged 860
		SP:Iteration 6Q (20709.930000 sec): 3 clusters
  Score: Raw -5559095.269479 + Penalty 12195.093378 = -5546900.176101
  nChanged 843
		SP:Iteration 7Q (20710.090000 sec): 3 clusters
  Score: Raw -5559563.398884 + Penalty 12195.093378 = -5547368.305506
  nChanged 862
		SP:Iteration 8Q (20710.250000 sec): 3 clusters
  Score: Raw -5560053.211294 + Penalty 12195.093378 = -5547858.117916
  nChanged 782
		SP:Iteration 9Q (20710.400000 sec): 3 clusters
  Score: Raw -5560495.226409 + Penalty 12195.093378 = -5548300.133031
  nChanged 769
		SP:Iteration 10Q (20710.560000 sec): 3 clusters
  Score: Raw -5560904.102372 + Penalty 12195.093378 = -5548709.008994
  nChanged 665
		SP:Iteration 11Q (20710.720000 sec): 3 clusters
  Score: Raw -5561260.179797 + Penalty 12195.093378 = -5549065.086419
  nChanged 629
		SP:Iteration 12Q (20710.870000 sec): 3 clusters
  Score: Raw -5561603.413021 + Penalty 12195.093378 = -5549408.319642
  nChanged 553
		SP:Iteration 13Q (20711.020000 sec): 3 clusters
  Score: Raw -5561912.758315 + Penalty 12195.093378 = -5549717.664937
  nChanged 470
		SP:Iteration 14Q (20711.180000 sec): 3 clusters
  Score: Raw -5562179.205427 + Penalty 12195.093378 = -5549984.112049
  nChanged 413
		SP:Iteration 15Q (20711.330000 sec): 3 clusters
  Score: Raw -5562419.458449 + Penalty 12195.093378 = -5550224.365071
  nChanged 368
		SP:Iteration 16Q (20711.480000 sec): 3 clusters
  Score: Raw -5562626.432288 + Penalty 12195.093378 = -5550431.338910
  nChanged 325
		SP:Iteration 17Q (20711.630000 sec): 3 clusters
  Score: Raw -5562810.693244 + Penalty 12195.093378 = -5550615.599865
  nChanged 300
		SP:Iteration 18Q (20711.780000 sec): 3 clusters
  Score: Raw -5562973.842813 + Penalty 12195.093378 = -5550778.749434
  nChanged 264
		SP:Iteration 19Q (20711.920000 sec): 3 clusters
  Score: Raw -5563118.327888 + Penalty 12195.093378 = -5550923.234509
  nChanged 246
		SP:Iteration 20F (20712.080000 sec): 3 clusters
  Score: Raw -5563260.366979 + Penalty 12195.093378 = -5551065.273601
  nChanged 215
		SP:Iteration 21Q (20712.220000 sec): 3 clusters
  Score: Raw -5563395.492587 + Penalty 12195.093378 = -5551200.399209
  nChanged 228
		SP:Iteration 22Q (20712.360000 sec): 3 clusters
  Score: Raw -5563536.177385 + Penalty 12195.093378 = -5551341.084007
  nChanged 212
		SP:Iteration 23Q (20712.500000 sec): 3 clusters
  Score: Raw -5563659.782717 + Penalty 12195.093378 = -5551464.689339
  nChanged 156
		SP:Iteration 24Q (20712.640000 sec): 3 clusters
  Score: Raw -5563744.407675 + Penalty 12195.093378 = -5551549.314297
  nChanged 132
		SP:Iteration 25Q (20712.780000 sec): 3 clusters
  Score: Raw -5563819.995290 + Penalty 12195.093378 = -5551624.901912
  nChanged 126
		SP:Iteration 26Q (20712.910000 sec): 3 clusters
  Score: Raw -5563878.968753 + Penalty 12195.093378 = -5551683.875374
  nChanged 106
		SP:Iteration 27Q (20713.040000 sec): 3 clusters
  Score: Raw -5563924.456804 + Penalty 12195.093378 = -5551729.363426
  nChanged 89
		SP:Iteration 28Q (20713.180000 sec): 3 clusters
  Score: Raw -5563961.510358 + Penalty 12195.093378 = -5551766.416980
  nChanged 82
		SP:Iteration 29Q (20713.310000 sec): 3 clusters
  Score: Raw -5563998.423327 + Penalty 12195.093378 = -5551803.329949
  nChanged 86
		SP:Iteration 30Q (20713.440000 sec): 3 clusters
  Score: Raw -5564039.998154 + Penalty 12195.093378 = -5551844.904776
  nChanged 85
		SP:Iteration 31Q (20713.570000 sec): 3 clusters
  Score: Raw -5564079.067136 + Penalty 12195.093378 = -5551883.973758
  nChanged 81
		SP:Iteration 32Q (20713.700000 sec): 3 clusters
  Score: Raw -5564113.839365 + Penalty 12195.093378 = -5551918.745986
  nChanged 76
		SP:Iteration 33Q (20713.830000 sec): 3 clusters
  Score: Raw -5564145.758522 + Penalty 12195.093378 = -5551950.665144
  nChanged 82
		SP:Iteration 34Q (20713.960000 sec): 3 clusters
  Score: Raw -5564180.356353 + Penalty 12195.093378 = -5551985.262974
  nChanged 79
		SP:Iteration 35Q (20714.080000 sec): 3 clusters
  Score: Raw -5564212.968798 + Penalty 12195.093378 = -5552017.875419
  nChanged 91
		SP:Iteration 36Q (20714.210000 sec): 3 clusters
  Score: Raw -5564255.700543 + Penalty 12195.093378 = -5552060.607165
  nChanged 116
		SP:Iteration 37Q (20714.340000 sec): 3 clusters
  Score: Raw -5564311.325517 + Penalty 12195.093378 = -5552116.232139
  nChanged 131
		SP:Iteration 38Q (20714.470000 sec): 3 clusters
  Score: Raw -5564379.325712 + Penalty 12195.093378 = -5552184.232334
  nChanged 145
		SP:Iteration 39Q (20714.590000 sec): 3 clusters
  Score: Raw -5564452.362375 + Penalty 12195.093378 = -5552257.268997
  nChanged 135
		SP:Iteration 40F (20714.750000 sec): 3 clusters
  Score: Raw -5564524.431389 + Penalty 12195.093378 = -5552329.338011
  nChanged 129
		SP:Iteration 41Q (20714.880000 sec): 3 clusters
  Score: Raw -5564596.692844 + Penalty 12195.093378 = -5552401.599465
  nChanged 133
		SP:Iteration 42Q (20715.000000 sec): 3 clusters
  Score: Raw -5564679.825029 + Penalty 12195.093378 = -5552484.731651
  nChanged 138
		SP:Iteration 43Q (20715.130000 sec): 3 clusters
  Score: Raw -5564784.131884 + Penalty 12195.093378 = -5552589.038505
  nChanged 162
		SP:Iteration 44Q (20715.250000 sec): 3 clusters
  Score: Raw -5564909.723480 + Penalty 12195.093378 = -5552714.630102
  nChanged 179
		SP:Iteration 45Q (20715.380000 sec): 3 clusters
  Score: Raw -5565071.134403 + Penalty 12195.093378 = -5552876.041025
  nChanged 224
		SP:Iteration 46Q (20715.500000 sec): 3 clusters
  Score: Raw -5565256.245912 + Penalty 12195.093378 = -5553061.152533
  nChanged 223
		SP:Iteration 47Q (20715.620000 sec): 3 clusters
  Score: Raw -5565479.481442 + Penalty 12195.093378 = -5553284.388064
  nChanged 209
		SP:Iteration 48Q (20715.740000 sec): 3 clusters
  Score: Raw -5565677.345577 + Penalty 12195.093378 = -5553482.252199
  nChanged 179
		SP:Iteration 49Q (20715.860000 sec): 3 clusters
  Score: Raw -5565785.844585 + Penalty 12195.093378 = -5553590.751207
  nChanged 113
		SP:Iteration 50Q (20715.980000 sec): 3 clusters
  Score: Raw -5565843.202338 + Penalty 12195.093378 = -5553648.108959
  nChanged 85
		SP:Iteration 51Q (20716.100000 sec): 3 clusters
  Score: Raw -5565874.703176 + Penalty 12195.093378 = -5553679.609797
  nChanged 56
		SP:Iteration 52Q (20716.220000 sec): 3 clusters
  Score: Raw -5565895.600572 + Penalty 12195.093378 = -5553700.507194
  nChanged 37
		SP:Iteration 53Q (20716.340000 sec): 3 clusters
  Score: Raw -5565907.999725 + Penalty 12195.093378 = -5553712.906347
  nChanged 19
		SP:Iteration 54Q (20716.460000 sec): 3 clusters
  Score: Raw -5565913.072429 + Penalty 12195.093378 = -5553717.979050
  nChanged 11
		SP:Iteration 55Q (20716.580000 sec): 3 clusters
  Score: Raw -5565916.068019 + Penalty 12195.093378 = -5553720.974641
  nChanged 4
		SP:Iteration 56Q (20716.700000 sec): 3 clusters
  Score: Raw -5565917.309153 + Penalty 12195.093378 = -5553722.215774
  nChanged 7
		SP:Iteration 57Q (20716.820000 sec): 3 clusters
  Score: Raw -5565919.947504 + Penalty 12195.093378 = -5553724.854125
  nChanged 10
		SP:Iteration 58Q (20716.940000 sec): 3 clusters
  Score: Raw -5565922.525050 + Penalty 12195.093378 = -5553727.431671
  nChanged 6
		SP:Iteration 59Q (20717.060000 sec): 3 clusters
  Score: Raw -5565923.492937 + Penalty 12195.093378 = -5553728.399558
  nChanged 3
		SP:Iteration 60F (20717.220000 sec): 3 clusters
  Score: Raw -5565925.177886 + Penalty 12195.093378 = -5553730.084508
  nChanged 3
		SP:Iteration 61Q (20717.340000 sec): 3 clusters
  Score: Raw -5565925.993267 + Penalty 12195.093378 = -5553730.899889
  nChanged 3
		SP:Iteration 62Q (20717.460000 sec): 3 clusters
  Score: Raw -5565926.666065 + Penalty 12195.093378 = -5553731.572687
  nChanged 2
		SP:Iteration 63Q (20717.580000 sec): 3 clusters
  Score: Raw -5565927.139097 + Penalty 12195.093378 = -5553732.045719
  nChanged 1
		SP:Iteration 64Q (20717.700000 sec): 3 clusters
  Score: Raw -5565927.269662 + Penalty 12195.093378 = -5553732.176283
  nChanged 0
		SP:Iteration 65F (20717.860000 sec): 3 clusters
  Score: Raw -5565927.269662 + Penalty 12195.093378 = -5553732.176283
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 39 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20717.880000 sec): 2 clusters
  Score: Raw -111568.131491 + Penalty 3846.742451 = -107721.389039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20717.880000 sec): 3 clusters
  Score: Raw -112512.012694 + Penalty 7693.484903 = -104818.527792
  nChanged 78
		SP:Iteration 1F (20717.890000 sec): 3 clusters
  Score: Raw -112889.299531 + Penalty 7693.484903 = -105195.814628
  nChanged 28
		SP:Iteration 2F (20717.890000 sec): 3 clusters
  Score: Raw -113016.581397 + Penalty 7693.484903 = -105323.096495
  nChanged 19
		SP:Iteration 3Q (20717.900000 sec): 3 clusters
  Score: Raw -113153.540365 + Penalty 7693.484903 = -105460.055462
  nChanged 18
		SP:Iteration 4Q (20717.900000 sec): 3 clusters
  Score: Raw -113286.402618 + Penalty 7693.484903 = -105592.917715
  nChanged 18
		SP:Iteration 5Q (20717.900000 sec): 3 clusters
  Score: Raw -113462.899646 + Penalty 7693.484903 = -105769.414743
  nChanged 13
		SP:Iteration 6Q (20717.910000 sec): 3 clusters
  Score: Raw -113645.415800 + Penalty 7693.484903 = -105951.930897
  nChanged 8
		SP:Iteration 7Q (20717.910000 sec): 3 clusters
  Score: Raw -113799.798488 + Penalty 7693.484903 = -106106.313585
  nChanged 7
		SP:Iteration 8Q (20717.920000 sec): 3 clusters
  Score: Raw -114031.375463 + Penalty 7693.484903 = -106337.890560
  nChanged 1
		SP:Iteration 9Q (20717.920000 sec): 3 clusters
  Score: Raw -114124.217141 + Penalty 7693.484903 = -106430.732238
  nChanged 0
		SP:Iteration 10F (20717.920000 sec): 3 clusters
  Score: Raw -114128.206537 + Penalty 7693.484903 = -106434.721634
  nChanged 1
		SP:Iteration 11Q (20717.920000 sec): 3 clusters
  Score: Raw -114146.890031 + Penalty 7693.484903 = -106453.405128
  nChanged 2
		SP:Iteration 12Q (20717.930000 sec): 3 clusters
  Score: Raw -114162.162743 + Penalty 7693.484903 = -106468.677840
  nChanged 1
		SP:Iteration 13Q (20717.930000 sec): 3 clusters
  Score: Raw -114164.853501 + Penalty 7693.484903 = -106471.368598
  nChanged 0
		SP:Iteration 14F (20717.940000 sec): 3 clusters
  Score: Raw -114164.853501 + Penalty 7693.484903 = -106471.368598
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 40 (13160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20718.020000 sec): 2 clusters
  Score: Raw -3500798.618060 + Penalty 5809.524038 = -3494989.094022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20718.120000 sec): 3 clusters
  Score: Raw -3494457.560959 + Penalty 11619.048076 = -3482838.512883
  nChanged 4996
		SP:Iteration 1F (20718.220000 sec): 3 clusters
  Score: Raw -3497226.356270 + Penalty 11619.048076 = -3485607.308194
  nChanged 985
		SP:Iteration 2F (20718.320000 sec): 3 clusters
  Score: Raw -3497786.828374 + Penalty 11619.048076 = -3486167.780298
  nChanged 647
		SP:Iteration 3Q (20718.420000 sec): 3 clusters
  Score: Raw -3498105.141752 + Penalty 11619.048076 = -3486486.093676
  nChanged 441
		SP:Iteration 4Q (20718.520000 sec): 3 clusters
  Score: Raw -3498309.750398 + Penalty 11619.048076 = -3486690.702322
  nChanged 341
		SP:Iteration 5Q (20718.610000 sec): 3 clusters
  Score: Raw -3498446.013686 + Penalty 11619.048076 = -3486826.965610
  nChanged 254
		SP:Iteration 6Q (20718.710000 sec): 3 clusters
  Score: Raw -3498542.967890 + Penalty 11619.048076 = -3486923.919814
  nChanged 223
		SP:Iteration 7Q (20718.810000 sec): 3 clusters
  Score: Raw -3498629.266841 + Penalty 11619.048076 = -3487010.218765
  nChanged 198
		SP:Iteration 8Q (20718.910000 sec): 3 clusters
  Score: Raw -3498705.079356 + Penalty 11619.048076 = -3487086.031280
  nChanged 170
		SP:Iteration 9Q (20719.010000 sec): 3 clusters
  Score: Raw -3498768.684320 + Penalty 11619.048076 = -3487149.636244
  nChanged 183
		SP:Iteration 10Q (20719.100000 sec): 3 clusters
  Score: Raw -3498833.920583 + Penalty 11619.048076 = -3487214.872507
  nChanged 170
		SP:Iteration 11Q (20719.200000 sec): 3 clusters
  Score: Raw -3498894.965859 + Penalty 11619.048076 = -3487275.917783
  nChanged 173
		SP:Iteration 12Q (20719.300000 sec): 3 clusters
  Score: Raw -3498962.856767 + Penalty 11619.048076 = -3487343.808691
  nChanged 182
		SP:Iteration 13Q (20719.390000 sec): 3 clusters
  Score: Raw -3499035.000467 + Penalty 11619.048076 = -3487415.952391
  nChanged 197
		SP:Iteration 14Q (20719.490000 sec): 3 clusters
  Score: Raw -3499118.261321 + Penalty 11619.048076 = -3487499.213245
  nChanged 224
		SP:Iteration 15Q (20719.590000 sec): 3 clusters
  Score: Raw -3499225.527082 + Penalty 11619.048076 = -3487606.479006
  nChanged 228
		SP:Iteration 16Q (20719.690000 sec): 3 clusters
  Score: Raw -3499335.531049 + Penalty 11619.048076 = -3487716.482973
  nChanged 258
		SP:Iteration 17Q (20719.790000 sec): 3 clusters
  Score: Raw -3499465.300663 + Penalty 11619.048076 = -3487846.252587
  nChanged 241
		SP:Iteration 18Q (20719.880000 sec): 3 clusters
  Score: Raw -3499585.000591 + Penalty 11619.048076 = -3487965.952515
  nChanged 260
		SP:Iteration 19Q (20719.980000 sec): 3 clusters
  Score: Raw -3499731.766806 + Penalty 11619.048076 = -3488112.718730
  nChanged 284
		SP:Iteration 20F (20720.080000 sec): 3 clusters
  Score: Raw -3499905.724249 + Penalty 11619.048076 = -3488286.676173
  nChanged 308
		SP:Iteration 21Q (20720.170000 sec): 3 clusters
  Score: Raw -3500093.851244 + Penalty 11619.048076 = -3488474.803168
  nChanged 278
		SP:Iteration 22Q (20720.270000 sec): 3 clusters
  Score: Raw -3500273.560554 + Penalty 11619.048076 = -3488654.512478
  nChanged 258
		SP:Iteration 23Q (20720.360000 sec): 3 clusters
  Score: Raw -3500451.944223 + Penalty 11619.048076 = -3488832.896147
  nChanged 232
		SP:Iteration 24Q (20720.460000 sec): 3 clusters
  Score: Raw -3500603.973153 + Penalty 11619.048076 = -3488984.925077
  nChanged 197
		SP:Iteration 25Q (20720.550000 sec): 3 clusters
  Score: Raw -3500745.351839 + Penalty 11619.048076 = -3489126.303763
  nChanged 163
		SP:Iteration 26Q (20720.650000 sec): 3 clusters
  Score: Raw -3500869.122930 + Penalty 11619.048076 = -3489250.074854
  nChanged 151
		SP:Iteration 27Q (20720.740000 sec): 3 clusters
  Score: Raw -3500975.315835 + Penalty 11619.048076 = -3489356.267759
  nChanged 120
		SP:Iteration 28Q (20720.830000 sec): 3 clusters
  Score: Raw -3501062.733609 + Penalty 11619.048076 = -3489443.685533
  nChanged 77
		SP:Iteration 29Q (20720.920000 sec): 3 clusters
  Score: Raw -3501120.016624 + Penalty 11619.048076 = -3489500.968548
  nChanged 67
		SP:Iteration 30Q (20721.010000 sec): 3 clusters
  Score: Raw -3501169.512068 + Penalty 11619.048076 = -3489550.463992
  nChanged 64
		SP:Iteration 31Q (20721.100000 sec): 3 clusters
  Score: Raw -3501218.081466 + Penalty 11619.048076 = -3489599.033390
  nChanged 57
		SP:Iteration 32Q (20721.190000 sec): 3 clusters
  Score: Raw -3501261.240839 + Penalty 11619.048076 = -3489642.192763
  nChanged 42
		SP:Iteration 33Q (20721.280000 sec): 3 clusters
  Score: Raw -3501291.821592 + Penalty 11619.048076 = -3489672.773516
  nChanged 35
		SP:Iteration 34Q (20721.370000 sec): 3 clusters
  Score: Raw -3501315.617277 + Penalty 11619.048076 = -3489696.569201
  nChanged 35
		SP:Iteration 35Q (20721.450000 sec): 3 clusters
  Score: Raw -3501343.348498 + Penalty 11619.048076 = -3489724.300422
  nChanged 28
		SP:Iteration 36Q (20721.540000 sec): 3 clusters
  Score: Raw -3501367.583598 + Penalty 11619.048076 = -3489748.535522
  nChanged 22
		SP:Iteration 37Q (20721.620000 sec): 3 clusters
  Score: Raw -3501390.393458 + Penalty 11619.048076 = -3489771.345382
  nChanged 27
		SP:Iteration 38Q (20721.710000 sec): 3 clusters
  Score: Raw -3501417.509233 + Penalty 11619.048076 = -3489798.461157
  nChanged 22
		SP:Iteration 39Q (20721.790000 sec): 3 clusters
  Score: Raw -3501438.306835 + Penalty 11619.048076 = -3489819.258759
  nChanged 17
		SP:Iteration 40F (20721.890000 sec): 3 clusters
  Score: Raw -3501453.766596 + Penalty 11619.048076 = -3489834.718520
  nChanged 16
		SP:Iteration 41Q (20721.980000 sec): 3 clusters
  Score: Raw -3501467.763520 + Penalty 11619.048076 = -3489848.715444
  nChanged 17
		SP:Iteration 42Q (20722.060000 sec): 3 clusters
  Score: Raw -3501483.531953 + Penalty 11619.048076 = -3489864.483877
  nChanged 18
		SP:Iteration 43Q (20722.150000 sec): 3 clusters
  Score: Raw -3501497.725250 + Penalty 11619.048076 = -3489878.677174
  nChanged 7
		SP:Iteration 44Q (20722.230000 sec): 3 clusters
  Score: Raw -3501502.744713 + Penalty 11619.048076 = -3489883.696637
  nChanged 4
		SP:Iteration 45Q (20722.310000 sec): 3 clusters
  Score: Raw -3501505.508205 + Penalty 11619.048076 = -3489886.460129
  nChanged 3
		SP:Iteration 46Q (20722.400000 sec): 3 clusters
  Score: Raw -3501507.162293 + Penalty 11619.048076 = -3489888.114217
  nChanged 2
		SP:Iteration 47Q (20722.480000 sec): 3 clusters
  Score: Raw -3501508.267031 + Penalty 11619.048076 = -3489889.218955
  nChanged 1
		SP:Iteration 48Q (20722.570000 sec): 3 clusters
  Score: Raw -3501508.682094 + Penalty 11619.048076 = -3489889.634018
  nChanged 1
		SP:Iteration 49Q (20722.650000 sec): 3 clusters
  Score: Raw -3501509.179656 + Penalty 11619.048076 = -3489890.131580
  nChanged 1
		SP:Iteration 50Q (20722.730000 sec): 3 clusters
  Score: Raw -3501509.958660 + Penalty 11619.048076 = -3489890.910584
  nChanged 3
		SP:Iteration 51Q (20722.810000 sec): 3 clusters
  Score: Raw -3501512.282552 + Penalty 11619.048076 = -3489893.234476
  nChanged 2
		SP:Iteration 52Q (20722.900000 sec): 3 clusters
  Score: Raw -3501513.817783 + Penalty 11619.048076 = -3489894.769707
  nChanged 2
		SP:Iteration 53Q (20722.980000 sec): 3 clusters
  Score: Raw -3501515.001452 + Penalty 11619.048076 = -3489895.953376
  nChanged 2
		SP:Iteration 54Q (20723.070000 sec): 3 clusters
  Score: Raw -3501516.319349 + Penalty 11619.048076 = -3489897.271273
  nChanged 1
		SP:Iteration 55Q (20723.150000 sec): 3 clusters
  Score: Raw -3501517.319813 + Penalty 11619.048076 = -3489898.271737
  nChanged 3
		SP:Iteration 56Q (20723.230000 sec): 3 clusters
  Score: Raw -3501519.591345 + Penalty 11619.048076 = -3489900.543269
  nChanged 1
		SP:Iteration 57Q (20723.320000 sec): 3 clusters
  Score: Raw -3501520.482334 + Penalty 11619.048076 = -3489901.434258
  nChanged 2
		SP:Iteration 58Q (20723.400000 sec): 3 clusters
  Score: Raw -3501521.770328 + Penalty 11619.048076 = -3489902.722252
  nChanged 0
		SP:Iteration 59F (20723.500000 sec): 3 clusters
  Score: Raw -3501521.770328 + Penalty 11619.048076 = -3489902.722252
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 41 (1363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20723.520000 sec): 2 clusters
  Score: Raw -350005.926571 + Penalty 4420.684102 = -345585.242469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20723.530000 sec): 3 clusters
  Score: Raw -350006.946071 + Penalty 8841.368204 = -341165.577868
  nChanged 272
		SP:Iteration 1F (20723.540000 sec): 3 clusters
  Score: Raw -350525.038754 + Penalty 8841.368204 = -341683.670550
  nChanged 82
		SP:Iteration 2F (20723.550000 sec): 3 clusters
  Score: Raw -350743.201873 + Penalty 8841.368204 = -341901.833669
  nChanged 40
		SP:Iteration 3Q (20723.560000 sec): 3 clusters
  Score: Raw -350867.633304 + Penalty 8841.368204 = -342026.265101
  nChanged 28
		SP:Iteration 4Q (20723.570000 sec): 3 clusters
  Score: Raw -350944.570658 + Penalty 8841.368204 = -342103.202454
  nChanged 22
		SP:Iteration 5Q (20723.580000 sec): 3 clusters
  Score: Raw -350996.089395 + Penalty 8841.368204 = -342154.721191
  nChanged 13
		SP:Iteration 6Q (20723.590000 sec): 3 clusters
  Score: Raw -351018.172038 + Penalty 8841.368204 = -342176.803834
  nChanged 8
		SP:Iteration 7Q (20723.600000 sec): 3 clusters
  Score: Raw -351033.975830 + Penalty 8841.368204 = -342192.607627
  nChanged 4
		SP:Iteration 8Q (20723.610000 sec): 3 clusters
  Score: Raw -351042.724161 + Penalty 8841.368204 = -342201.355957
  nChanged 2
		SP:Iteration 9Q (20723.610000 sec): 3 clusters
  Score: Raw -351046.194129 + Penalty 8841.368204 = -342204.825925
  nChanged 2
		SP:Iteration 10Q (20723.620000 sec): 3 clusters
  Score: Raw -351051.033057 + Penalty 8841.368204 = -342209.664854
  nChanged 2
		SP:Iteration 11Q (20723.630000 sec): 3 clusters
  Score: Raw -351054.505703 + Penalty 8841.368204 = -342213.137499
  nChanged 2
		SP:Iteration 12Q (20723.640000 sec): 3 clusters
  Score: Raw -351062.426948 + Penalty 8841.368204 = -342221.058745
  nChanged 1
		SP:Iteration 13Q (20723.650000 sec): 3 clusters
  Score: Raw -351066.667108 + Penalty 8841.368204 = -342225.298904
  nChanged 2
		SP:Iteration 14Q (20723.660000 sec): 3 clusters
  Score: Raw -351071.099452 + Penalty 8841.368204 = -342229.731249
  nChanged 1
		SP:Iteration 15Q (20723.670000 sec): 3 clusters
  Score: Raw -351073.180302 + Penalty 8841.368204 = -342231.812098
  nChanged 0
		SP:Iteration 16F (20723.680000 sec): 3 clusters
  Score: Raw -351073.180302 + Penalty 8841.368204 = -342231.812098
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 42 (9947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20723.750000 sec): 2 clusters
  Score: Raw -2560845.105066 + Penalty 5638.078595 = -2555207.026471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20723.820000 sec): 3 clusters
  Score: Raw -2556200.007187 + Penalty 11276.157190 = -2544923.849997
  nChanged 3706
		SP:Iteration 1F (20723.890000 sec): 3 clusters
  Score: Raw -2558522.803812 + Penalty 11276.157190 = -2547246.646623
  nChanged 846
		SP:Iteration 2F (20723.970000 sec): 3 clusters
  Score: Raw -2559133.648935 + Penalty 11276.157190 = -2547857.491746
  nChanged 576
		SP:Iteration 3F (20724.040000 sec): 3 clusters
  Score: Raw -2559541.174444 + Penalty 11276.157190 = -2548265.017255
  nChanged 459
		SP:Iteration 4Q (20724.110000 sec): 3 clusters
  Score: Raw -2559840.485525 + Penalty 11276.157190 = -2548564.328336
  nChanged 348
		SP:Iteration 5Q (20724.190000 sec): 3 clusters
  Score: Raw -2560071.594232 + Penalty 11276.157190 = -2548795.437042
  nChanged 299
		SP:Iteration 6Q (20724.270000 sec): 3 clusters
  Score: Raw -2560268.287065 + Penalty 11276.157190 = -2548992.129876
  nChanged 278
		SP:Iteration 7Q (20724.340000 sec): 3 clusters
  Score: Raw -2560485.241956 + Penalty 11276.157190 = -2549209.084766
  nChanged 295
		SP:Iteration 8Q (20724.410000 sec): 3 clusters
  Score: Raw -2560723.702504 + Penalty 11276.157190 = -2549447.545315
  nChanged 327
		SP:Iteration 9Q (20724.480000 sec): 3 clusters
  Score: Raw -2561010.438645 + Penalty 11276.157190 = -2549734.281455
  nChanged 326
		SP:Iteration 10Q (20724.550000 sec): 3 clusters
  Score: Raw -2561300.378195 + Penalty 11276.157190 = -2550024.221005
  nChanged 328
		SP:Iteration 11Q (20724.630000 sec): 3 clusters
  Score: Raw -2561593.689983 + Penalty 11276.157190 = -2550317.532794
  nChanged 313
		SP:Iteration 12Q (20724.690000 sec): 3 clusters
  Score: Raw -2561860.478990 + Penalty 11276.157190 = -2550584.321801
  nChanged 289
		SP:Iteration 13Q (20724.770000 sec): 3 clusters
  Score: Raw -2562107.194127 + Penalty 11276.157190 = -2550831.036938
  nChanged 269
		SP:Iteration 14Q (20724.830000 sec): 3 clusters
  Score: Raw -2562317.805953 + Penalty 11276.157190 = -2551041.648763
  nChanged 216
		SP:Iteration 15Q (20724.910000 sec): 3 clusters
  Score: Raw -2562470.608734 + Penalty 11276.157190 = -2551194.451544
  nChanged 176
		SP:Iteration 16Q (20724.970000 sec): 3 clusters
  Score: Raw -2562577.747144 + Penalty 11276.157190 = -2551301.589955
  nChanged 152
		SP:Iteration 17Q (20725.040000 sec): 3 clusters
  Score: Raw -2562669.687516 + Penalty 11276.157190 = -2551393.530326
  nChanged 113
		SP:Iteration 18Q (20725.110000 sec): 3 clusters
  Score: Raw -2562723.730580 + Penalty 11276.157190 = -2551447.573391
  nChanged 81
		SP:Iteration 19Q (20725.180000 sec): 3 clusters
  Score: Raw -2562763.025513 + Penalty 11276.157190 = -2551486.868324
  nChanged 57
		SP:Iteration 20F (20725.250000 sec): 3 clusters
  Score: Raw -2562787.673129 + Penalty 11276.157190 = -2551511.515940
  nChanged 53
		SP:Iteration 21Q (20725.320000 sec): 3 clusters
  Score: Raw -2562809.708081 + Penalty 11276.157190 = -2551533.550891
  nChanged 53
		SP:Iteration 22Q (20725.390000 sec): 3 clusters
  Score: Raw -2562833.524409 + Penalty 11276.157190 = -2551557.367219
  nChanged 42
		SP:Iteration 23Q (20725.450000 sec): 3 clusters
  Score: Raw -2562853.845572 + Penalty 11276.157190 = -2551577.688382
  nChanged 40
		SP:Iteration 24Q (20725.520000 sec): 3 clusters
  Score: Raw -2562871.235581 + Penalty 11276.157190 = -2551595.078391
  nChanged 43
		SP:Iteration 25Q (20725.590000 sec): 3 clusters
  Score: Raw -2562885.948204 + Penalty 11276.157190 = -2551609.791015
  nChanged 35
		SP:Iteration 26Q (20725.650000 sec): 3 clusters
  Score: Raw -2562901.032042 + Penalty 11276.157190 = -2551624.874852
  nChanged 28
		SP:Iteration 27Q (20725.720000 sec): 3 clusters
  Score: Raw -2562911.770766 + Penalty 11276.157190 = -2551635.613577
  nChanged 19
		SP:Iteration 28Q (20725.790000 sec): 3 clusters
  Score: Raw -2562918.989985 + Penalty 11276.157190 = -2551642.832796
  nChanged 14
		SP:Iteration 29Q (20725.860000 sec): 3 clusters
  Score: Raw -2562924.946732 + Penalty 11276.157190 = -2551648.789542
  nChanged 10
		SP:Iteration 30Q (20725.920000 sec): 3 clusters
  Score: Raw -2562928.280726 + Penalty 11276.157190 = -2551652.123536
  nChanged 7
		SP:Iteration 31Q (20725.990000 sec): 3 clusters
  Score: Raw -2562931.622090 + Penalty 11276.157190 = -2551655.464901
  nChanged 9
		SP:Iteration 32Q (20726.060000 sec): 3 clusters
  Score: Raw -2562934.694579 + Penalty 11276.157190 = -2551658.537389
  nChanged 12
		SP:Iteration 33Q (20726.120000 sec): 3 clusters
  Score: Raw -2562939.707233 + Penalty 11276.157190 = -2551663.550043
  nChanged 13
		SP:Iteration 34Q (20726.190000 sec): 3 clusters
  Score: Raw -2562944.288288 + Penalty 11276.157190 = -2551668.131099
  nChanged 11
		SP:Iteration 35Q (20726.260000 sec): 3 clusters
  Score: Raw -2562948.583468 + Penalty 11276.157190 = -2551672.426278
  nChanged 7
		SP:Iteration 36Q (20726.320000 sec): 3 clusters
  Score: Raw -2562950.704878 + Penalty 11276.157190 = -2551674.547688
  nChanged 1
		SP:Iteration 37Q (20726.390000 sec): 3 clusters
  Score: Raw -2562950.977244 + Penalty 11276.157190 = -2551674.820055
  nChanged 1
		SP:Iteration 38Q (20726.460000 sec): 3 clusters
  Score: Raw -2562951.323928 + Penalty 11276.157190 = -2551675.166738
  nChanged 2
		SP:Iteration 39Q (20726.520000 sec): 3 clusters
  Score: Raw -2562952.142426 + Penalty 11276.157190 = -2551675.985236
  nChanged 3
		SP:Iteration 40F (20726.600000 sec): 3 clusters
  Score: Raw -2562953.115085 + Penalty 11276.157190 = -2551676.957895
  nChanged 1
		SP:Iteration 41Q (20726.660000 sec): 3 clusters
  Score: Raw -2562953.932968 + Penalty 11276.157190 = -2551677.775779
  nChanged 4
		SP:Iteration 42Q (20726.730000 sec): 3 clusters
  Score: Raw -2562955.989940 + Penalty 11276.157190 = -2551679.832751
  nChanged 6
		SP:Iteration 43Q (20726.800000 sec): 3 clusters
  Score: Raw -2562958.269813 + Penalty 11276.157190 = -2551682.112623
  nChanged 6
		SP:Iteration 44Q (20726.860000 sec): 3 clusters
  Score: Raw -2562960.178630 + Penalty 11276.157190 = -2551684.021440
  nChanged 4
		SP:Iteration 45Q (20726.930000 sec): 3 clusters
  Score: Raw -2562961.319361 + Penalty 11276.157190 = -2551685.162171
  nChanged 8
		SP:Iteration 46Q (20727.000000 sec): 3 clusters
  Score: Raw -2562963.435443 + Penalty 11276.157190 = -2551687.278253
  nChanged 6
		SP:Iteration 47Q (20727.060000 sec): 3 clusters
  Score: Raw -2562965.085775 + Penalty 11276.157190 = -2551688.928585
  nChanged 5
		SP:Iteration 48Q (20727.130000 sec): 3 clusters
  Score: Raw -2562966.488804 + Penalty 11276.157190 = -2551690.331614
  nChanged 5
		SP:Iteration 49Q (20727.200000 sec): 3 clusters
  Score: Raw -2562968.137213 + Penalty 11276.157190 = -2551691.980024
  nChanged 5
		SP:Iteration 50Q (20727.260000 sec): 3 clusters
  Score: Raw -2562969.925589 + Penalty 11276.157190 = -2551693.768400
  nChanged 7
		SP:Iteration 51Q (20727.330000 sec): 3 clusters
  Score: Raw -2562972.256301 + Penalty 11276.157190 = -2551696.099111
  nChanged 4
		SP:Iteration 52Q (20727.400000 sec): 3 clusters
  Score: Raw -2562973.667389 + Penalty 11276.157190 = -2551697.510199
  nChanged 2
		SP:Iteration 53Q (20727.460000 sec): 3 clusters
  Score: Raw -2562974.282355 + Penalty 11276.157190 = -2551698.125166
  nChanged 2
		SP:Iteration 54Q (20727.530000 sec): 3 clusters
  Score: Raw -2562974.831473 + Penalty 11276.157190 = -2551698.674284
  nChanged 3
		SP:Iteration 55Q (20727.600000 sec): 3 clusters
  Score: Raw -2562975.898398 + Penalty 11276.157190 = -2551699.741209
  nChanged 4
		SP:Iteration 56Q (20727.660000 sec): 3 clusters
  Score: Raw -2562977.107705 + Penalty 11276.157190 = -2551700.950516
  nChanged 8
		SP:Iteration 57Q (20727.730000 sec): 3 clusters
  Score: Raw -2562981.466597 + Penalty 11276.157190 = -2551705.309407
  nChanged 10
		SP:Iteration 58Q (20727.800000 sec): 3 clusters
  Score: Raw -2562985.520565 + Penalty 11276.157190 = -2551709.363376
  nChanged 10
		SP:Iteration 59Q (20727.860000 sec): 3 clusters
  Score: Raw -2562988.919977 + Penalty 11276.157190 = -2551712.762787
  nChanged 9
		SP:Iteration 60F (20727.930000 sec): 3 clusters
  Score: Raw -2562992.336126 + Penalty 11276.157190 = -2551716.178937
  nChanged 6
		SP:Iteration 61Q (20728.000000 sec): 3 clusters
  Score: Raw -2562994.658974 + Penalty 11276.157190 = -2551718.501784
  nChanged 4
		SP:Iteration 62Q (20728.070000 sec): 3 clusters
  Score: Raw -2562995.690065 + Penalty 11276.157190 = -2551719.532876
  nChanged 2
		SP:Iteration 63Q (20728.130000 sec): 3 clusters
  Score: Raw -2562996.145056 + Penalty 11276.157190 = -2551719.987867
  nChanged 2
		SP:Iteration 64Q (20728.200000 sec): 3 clusters
  Score: Raw -2562997.193830 + Penalty 11276.157190 = -2551721.036641
  nChanged 2
		SP:Iteration 65Q (20728.270000 sec): 3 clusters
  Score: Raw -2562997.989650 + Penalty 11276.157190 = -2551721.832461
  nChanged 5
		SP:Iteration 66Q (20728.330000 sec): 3 clusters
  Score: Raw -2562999.585632 + Penalty 11276.157190 = -2551723.428442
  nChanged 6
		SP:Iteration 67Q (20728.400000 sec): 3 clusters
  Score: Raw -2563001.088411 + Penalty 11276.157190 = -2551724.931222
  nChanged 4
		SP:Iteration 68Q (20728.470000 sec): 3 clusters
  Score: Raw -2563002.528981 + Penalty 11276.157190 = -2551726.371792
  nChanged 3
		SP:Iteration 69Q (20728.530000 sec): 3 clusters
  Score: Raw -2563003.626744 + Penalty 11276.157190 = -2551727.469555
  nChanged 5
		SP:Iteration 70Q (20728.600000 sec): 3 clusters
  Score: Raw -2563005.640376 + Penalty 11276.157190 = -2551729.483187
  nChanged 3
		SP:Iteration 71Q (20728.670000 sec): 3 clusters
  Score: Raw -2563006.818203 + Penalty 11276.157190 = -2551730.661014
  nChanged 2
		SP:Iteration 72Q (20728.730000 sec): 3 clusters
  Score: Raw -2563007.472805 + Penalty 11276.157190 = -2551731.315616
  nChanged 0
		SP:Iteration 73F (20728.810000 sec): 3 clusters
  Score: Raw -2563007.472805 + Penalty 11276.157190 = -2551731.315616
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 43 (20405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20728.940000 sec): 2 clusters
  Score: Raw -5302133.759931 + Penalty 6078.165339 = -5296055.594592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20729.090000 sec): 3 clusters
  Score: Raw -5291664.890855 + Penalty 12156.330679 = -5279508.560177
  nChanged 8148
		SP:Iteration 1F (20729.240000 sec): 3 clusters
  Score: Raw -5295921.337315 + Penalty 12156.330679 = -5283765.006636
  nChanged 1333
		SP:Iteration 2F (20729.400000 sec): 3 clusters
  Score: Raw -5296582.901783 + Penalty 12156.330679 = -5284426.571104
  nChanged 1016
		SP:Iteration 3Q (20729.550000 sec): 3 clusters
  Score: Raw -5297065.859761 + Penalty 12156.330679 = -5284909.529082
  nChanged 824
		SP:Iteration 4Q (20729.710000 sec): 3 clusters
  Score: Raw -5297437.151925 + Penalty 12156.330679 = -5285280.821246
  nChanged 728
		SP:Iteration 5Q (20729.860000 sec): 3 clusters
  Score: Raw -5297763.099416 + Penalty 12156.330679 = -5285606.768738
  nChanged 667
		SP:Iteration 6Q (20730.010000 sec): 3 clusters
  Score: Raw -5298065.703361 + Penalty 12156.330679 = -5285909.372682
  nChanged 668
		SP:Iteration 7Q (20730.170000 sec): 3 clusters
  Score: Raw -5298397.528838 + Penalty 12156.330679 = -5286241.198159
  nChanged 765
		SP:Iteration 8Q (20730.320000 sec): 3 clusters
  Score: Raw -5298807.960936 + Penalty 12156.330679 = -5286651.630258
  nChanged 812
		SP:Iteration 9Q (20730.470000 sec): 3 clusters
  Score: Raw -5299308.090668 + Penalty 12156.330679 = -5287151.759989
  nChanged 905
		SP:Iteration 10Q (20730.630000 sec): 3 clusters
  Score: Raw -5299901.769671 + Penalty 12156.330679 = -5287745.438993
  nChanged 920
		SP:Iteration 11Q (20730.780000 sec): 3 clusters
  Score: Raw -5300584.877090 + Penalty 12156.330679 = -5288428.546412
  nChanged 946
		SP:Iteration 12Q (20730.930000 sec): 3 clusters
  Score: Raw -5301373.047670 + Penalty 12156.330679 = -5289216.716991
  nChanged 870
		SP:Iteration 13Q (20731.080000 sec): 3 clusters
  Score: Raw -5302157.166442 + Penalty 12156.330679 = -5290000.835763
  nChanged 730
		SP:Iteration 14Q (20731.230000 sec): 3 clusters
  Score: Raw -5302822.639114 + Penalty 12156.330679 = -5290666.308435
  nChanged 560
		SP:Iteration 15Q (20731.380000 sec): 3 clusters
  Score: Raw -5303315.310478 + Penalty 12156.330679 = -5291158.979799
  nChanged 368
		SP:Iteration 16Q (20731.530000 sec): 3 clusters
  Score: Raw -5303595.959749 + Penalty 12156.330679 = -5291439.629070
  nChanged 186
		SP:Iteration 17Q (20731.670000 sec): 3 clusters
  Score: Raw -5303731.324842 + Penalty 12156.330679 = -5291574.994163
  nChanged 147
		SP:Iteration 18Q (20731.810000 sec): 3 clusters
  Score: Raw -5303835.411735 + Penalty 12156.330679 = -5291679.081056
  nChanged 96
		SP:Iteration 19Q (20731.950000 sec): 3 clusters
  Score: Raw -5303902.603388 + Penalty 12156.330679 = -5291746.272710
  nChanged 67
		SP:Iteration 20F (20732.100000 sec): 3 clusters
  Score: Raw -5303951.671464 + Penalty 12156.330679 = -5291795.340786
  nChanged 54
		SP:Iteration 21Q (20732.240000 sec): 3 clusters
  Score: Raw -5303989.857484 + Penalty 12156.330679 = -5291833.526805
  nChanged 45
		SP:Iteration 22Q (20732.370000 sec): 3 clusters
  Score: Raw -5304022.530894 + Penalty 12156.330679 = -5291866.200215
  nChanged 35
		SP:Iteration 23Q (20732.510000 sec): 3 clusters
  Score: Raw -5304042.228631 + Penalty 12156.330679 = -5291885.897952
  nChanged 34
		SP:Iteration 24Q (20732.640000 sec): 3 clusters
  Score: Raw -5304061.788633 + Penalty 12156.330679 = -5291905.457954
  nChanged 21
		SP:Iteration 25Q (20732.770000 sec): 3 clusters
  Score: Raw -5304075.076294 + Penalty 12156.330679 = -5291918.745616
  nChanged 17
		SP:Iteration 26Q (20732.900000 sec): 3 clusters
  Score: Raw -5304087.045021 + Penalty 12156.330679 = -5291930.714342
  nChanged 20
		SP:Iteration 27Q (20733.040000 sec): 3 clusters
  Score: Raw -5304103.113923 + Penalty 12156.330679 = -5291946.783244
  nChanged 14
		SP:Iteration 28Q (20733.170000 sec): 3 clusters
  Score: Raw -5304113.788918 + Penalty 12156.330679 = -5291957.458240
  nChanged 16
		SP:Iteration 29Q (20733.300000 sec): 3 clusters
  Score: Raw -5304126.267136 + Penalty 12156.330679 = -5291969.936458
  nChanged 8
		SP:Iteration 30Q (20733.420000 sec): 3 clusters
  Score: Raw -5304133.181399 + Penalty 12156.330679 = -5291976.850720
  nChanged 7
		SP:Iteration 31Q (20733.550000 sec): 3 clusters
  Score: Raw -5304137.709317 + Penalty 12156.330679 = -5291981.378638
  nChanged 9
		SP:Iteration 32Q (20733.680000 sec): 3 clusters
  Score: Raw -5304143.093371 + Penalty 12156.330679 = -5291986.762692
  nChanged 7
		SP:Iteration 33Q (20733.810000 sec): 3 clusters
  Score: Raw -5304147.172832 + Penalty 12156.330679 = -5291990.842154
  nChanged 3
		SP:Iteration 34Q (20733.940000 sec): 3 clusters
  Score: Raw -5304149.223598 + Penalty 12156.330679 = -5291992.892919
  nChanged 3
		SP:Iteration 35Q (20734.060000 sec): 3 clusters
  Score: Raw -5304151.179936 + Penalty 12156.330679 = -5291994.849257
  nChanged 3
		SP:Iteration 36Q (20734.190000 sec): 3 clusters
  Score: Raw -5304152.950619 + Penalty 12156.330679 = -5291996.619940
  nChanged 2
		SP:Iteration 37Q (20734.320000 sec): 3 clusters
  Score: Raw -5304154.180244 + Penalty 12156.330679 = -5291997.849565
  nChanged 2
		SP:Iteration 38Q (20734.450000 sec): 3 clusters
  Score: Raw -5304155.321154 + Penalty 12156.330679 = -5291998.990475
  nChanged 0
		SP:Iteration 39F (20734.600000 sec): 3 clusters
  Score: Raw -5304155.321154 + Penalty 12156.330679 = -5291998.990475
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 44 (53817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20734.950000 sec): 2 clusters
  Score: Raw -14568725.222805 + Penalty 6672.173617 = -14562053.049187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20735.360000 sec): 3 clusters
  Score: Raw -14537267.396536 + Penalty 13344.347235 = -14523923.049301
  nChanged 23718
		SP:Iteration 1F (20735.760000 sec): 3 clusters
  Score: Raw -14549827.184314 + Penalty 13344.347235 = -14536482.837080
  nChanged 2863
		SP:Iteration 2F (20736.170000 sec): 3 clusters
  Score: Raw -14550872.100846 + Penalty 13344.347235 = -14537527.753611
  nChanged 2449
		SP:Iteration 3Q (20736.580000 sec): 3 clusters
  Score: Raw -14551717.467311 + Penalty 13344.347235 = -14538373.120076
  nChanged 2218
		SP:Iteration 4Q (20737.000000 sec): 3 clusters
  Score: Raw -14552487.364929 + Penalty 13344.347235 = -14539143.017694
  nChanged 2165
		SP:Iteration 5Q (20737.410000 sec): 3 clusters
  Score: Raw -14553288.182101 + Penalty 13344.347235 = -14539943.834866
  nChanged 2176
		SP:Iteration 6Q (20737.820000 sec): 3 clusters
  Score: Raw -14554131.600186 + Penalty 13344.347235 = -14540787.252951
  nChanged 2265
		SP:Iteration 7Q (20738.230000 sec): 3 clusters
  Score: Raw -14555133.297334 + Penalty 13344.347235 = -14541788.950099
  nChanged 2460
		SP:Iteration 8Q (20738.640000 sec): 3 clusters
  Score: Raw -14556340.861821 + Penalty 13344.347235 = -14542996.514586
  nChanged 2587
		SP:Iteration 9Q (20739.050000 sec): 3 clusters
  Score: Raw -14557741.165414 + Penalty 13344.347235 = -14544396.818179
  nChanged 2691
		SP:Iteration 10F (20739.460000 sec): 3 clusters
  Score: Raw -14559276.776506 + Penalty 13344.347235 = -14545932.429271
  nChanged 2575
		SP:Iteration 11Q (20739.870000 sec): 3 clusters
  Score: Raw -14560848.131289 + Penalty 13344.347235 = -14547503.784055
  nChanged 2466
		SP:Iteration 12Q (20740.280000 sec): 3 clusters
  Score: Raw -14562440.872785 + Penalty 13344.347235 = -14549096.525551
  nChanged 2287
		SP:Iteration 13Q (20740.690000 sec): 3 clusters
  Score: Raw -14563973.010883 + Penalty 13344.347235 = -14550628.663648
  nChanged 1973
		SP:Iteration 14Q (20741.100000 sec): 3 clusters
  Score: Raw -14565344.924479 + Penalty 13344.347235 = -14552000.577244
  nChanged 1637
		SP:Iteration 15Q (20741.500000 sec): 3 clusters
  Score: Raw -14566549.029782 + Penalty 13344.347235 = -14553204.682547
  nChanged 1248
		SP:Iteration 16Q (20741.900000 sec): 3 clusters
  Score: Raw -14567475.699616 + Penalty 13344.347235 = -14554131.352381
  nChanged 896
		SP:Iteration 17Q (20742.270000 sec): 3 clusters
  Score: Raw -14568170.448518 + Penalty 13344.347235 = -14554826.101283
  nChanged 599
		SP:Iteration 18Q (20742.640000 sec): 3 clusters
  Score: Raw -14568660.348155 + Penalty 13344.347235 = -14555316.000920
  nChanged 368
		SP:Iteration 19Q (20742.990000 sec): 3 clusters
  Score: Raw -14568952.128131 + Penalty 13344.347235 = -14555607.780896
  nChanged 231
		SP:Iteration 20F (20743.390000 sec): 3 clusters
  Score: Raw -14569147.565638 + Penalty 13344.347235 = -14555803.218403
  nChanged 141
		SP:Iteration 21Q (20743.720000 sec): 3 clusters
  Score: Raw -14569259.910818 + Penalty 13344.347235 = -14555915.563583
  nChanged 93
		SP:Iteration 22Q (20744.040000 sec): 3 clusters
  Score: Raw -14569329.018488 + Penalty 13344.347235 = -14555984.671254
  nChanged 63
		SP:Iteration 23Q (20744.360000 sec): 3 clusters
  Score: Raw -14569380.299677 + Penalty 13344.347235 = -14556035.952442
  nChanged 48
		SP:Iteration 24Q (20744.670000 sec): 3 clusters
  Score: Raw -14569419.989633 + Penalty 13344.347235 = -14556075.642398
  nChanged 57
		SP:Iteration 25Q (20744.990000 sec): 3 clusters
  Score: Raw -14569469.213046 + Penalty 13344.347235 = -14556124.865811
  nChanged 42
		SP:Iteration 26Q (20745.290000 sec): 3 clusters
  Score: Raw -14569504.426268 + Penalty 13344.347235 = -14556160.079033
  nChanged 31
		SP:Iteration 27Q (20745.600000 sec): 3 clusters
  Score: Raw -14569530.976389 + Penalty 13344.347235 = -14556186.629155
  nChanged 24
		SP:Iteration 28Q (20745.910000 sec): 3 clusters
  Score: Raw -14569549.651849 + Penalty 13344.347235 = -14556205.304615
  nChanged 14
		SP:Iteration 29Q (20746.210000 sec): 3 clusters
  Score: Raw -14569561.836890 + Penalty 13344.347235 = -14556217.489655
  nChanged 13
		SP:Iteration 30Q (20746.510000 sec): 3 clusters
  Score: Raw -14569576.139165 + Penalty 13344.347235 = -14556231.791931
  nChanged 10
		SP:Iteration 31Q (20746.820000 sec): 3 clusters
  Score: Raw -14569582.995671 + Penalty 13344.347235 = -14556238.648436
  nChanged 3
		SP:Iteration 32Q (20747.130000 sec): 3 clusters
  Score: Raw -14569585.525899 + Penalty 13344.347235 = -14556241.178664
  nChanged 1
		SP:Iteration 33Q (20747.430000 sec): 3 clusters
  Score: Raw -14569586.524155 + Penalty 13344.347235 = -14556242.176920
  nChanged 2
		SP:Iteration 34Q (20747.730000 sec): 3 clusters
  Score: Raw -14569588.181402 + Penalty 13344.347235 = -14556243.834167
  nChanged 0
		SP:Iteration 35F (20748.140000 sec): 3 clusters
  Score: Raw -14569588.181402 + Penalty 13344.347235 = -14556243.834167
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 45 (1708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20748.180000 sec): 2 clusters
  Score: Raw -444678.711804 + Penalty 4558.885504 = -440119.826300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20748.190000 sec): 3 clusters
  Score: Raw -444468.037970 + Penalty 9117.771009 = -435350.266961
  nChanged 389
		SP:Iteration 1F (20748.210000 sec): 3 clusters
  Score: Raw -445112.191464 + Penalty 9117.771009 = -435994.420456
  nChanged 105
		SP:Iteration 2F (20748.220000 sec): 3 clusters
  Score: Raw -445426.584215 + Penalty 9117.771009 = -436308.813206
  nChanged 88
		SP:Iteration 3F (20748.230000 sec): 3 clusters
  Score: Raw -445703.312543 + Penalty 9117.771009 = -436585.541534
  nChanged 89
		SP:Iteration 4F (20748.250000 sec): 3 clusters
  Score: Raw -445990.548660 + Penalty 9117.771009 = -436872.777652
  nChanged 101
		SP:Iteration 5F (20748.260000 sec): 3 clusters
  Score: Raw -446332.444339 + Penalty 9117.771009 = -437214.673330
  nChanged 118
		SP:Iteration 6F (20748.270000 sec): 3 clusters
  Score: Raw -446835.817615 + Penalty 9117.771009 = -437718.046606
  nChanged 124
		SP:Iteration 7F (20748.280000 sec): 3 clusters
  Score: Raw -447645.818900 + Penalty 9117.771009 = -438528.047892
  nChanged 88
		SP:Iteration 8F (20748.300000 sec): 3 clusters
  Score: Raw -448034.242699 + Penalty 9117.771009 = -438916.471691
  nChanged 53
		SP:Iteration 9Q (20748.310000 sec): 3 clusters
  Score: Raw -448305.262328 + Penalty 9117.771009 = -439187.491320
  nChanged 34
		SP:Iteration 10Q (20748.310000 sec): 3 clusters
  Score: Raw -448443.450482 + Penalty 9117.771009 = -439325.679473
  nChanged 13
		SP:Iteration 11Q (20748.330000 sec): 3 clusters
  Score: Raw -448484.780701 + Penalty 9117.771009 = -439367.009693
  nChanged 7
		SP:Iteration 12Q (20748.330000 sec): 3 clusters
  Score: Raw -448508.541215 + Penalty 9117.771009 = -439390.770207
  nChanged 5
		SP:Iteration 13Q (20748.340000 sec): 3 clusters
  Score: Raw -448531.770929 + Penalty 9117.771009 = -439413.999920
  nChanged 2
		SP:Iteration 14Q (20748.350000 sec): 3 clusters
  Score: Raw -448535.801561 + Penalty 9117.771009 = -439418.030553
  nChanged 3
		SP:Iteration 15Q (20748.360000 sec): 3 clusters
  Score: Raw -448541.894604 + Penalty 9117.771009 = -439424.123596
  nChanged 1
		SP:Iteration 16Q (20748.370000 sec): 3 clusters
  Score: Raw -448544.477684 + Penalty 9117.771009 = -439426.706675
  nChanged 1
		SP:Iteration 17Q (20748.380000 sec): 3 clusters
  Score: Raw -448546.258394 + Penalty 9117.771009 = -439428.487385
  nChanged 0
		SP:Iteration 18F (20748.390000 sec): 3 clusters
  Score: Raw -448546.258394 + Penalty 9117.771009 = -439428.487385
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 46 (12016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20748.470000 sec): 2 clusters
  Score: Raw -3186698.574140 + Penalty 5753.821554 = -3180944.752586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20748.560000 sec): 3 clusters
  Score: Raw -3180887.554879 + Penalty 11507.643108 = -3169379.911771
  nChanged 4553
		SP:Iteration 1F (20748.650000 sec): 3 clusters
  Score: Raw -3183344.692259 + Penalty 11507.643108 = -3171837.049151
  nChanged 850
		SP:Iteration 2F (20748.740000 sec): 3 clusters
  Score: Raw -3183838.737194 + Penalty 11507.643108 = -3172331.094086
  nChanged 615
		SP:Iteration 3F (20748.830000 sec): 3 clusters
  Score: Raw -3184189.774940 + Penalty 11507.643108 = -3172682.131831
  nChanged 466
		SP:Iteration 4Q (20748.920000 sec): 3 clusters
  Score: Raw -3184439.099299 + Penalty 11507.643108 = -3172931.456191
  nChanged 402
		SP:Iteration 5Q (20749.010000 sec): 3 clusters
  Score: Raw -3184660.609357 + Penalty 11507.643108 = -3173152.966249
  nChanged 376
		SP:Iteration 6Q (20749.090000 sec): 3 clusters
  Score: Raw -3184868.757729 + Penalty 11507.643108 = -3173361.114621
  nChanged 374
		SP:Iteration 7Q (20749.190000 sec): 3 clusters
  Score: Raw -3185089.120788 + Penalty 11507.643108 = -3173581.477680
  nChanged 349
		SP:Iteration 8Q (20749.270000 sec): 3 clusters
  Score: Raw -3185338.415104 + Penalty 11507.643108 = -3173830.771995
  nChanged 382
		SP:Iteration 9Q (20749.360000 sec): 3 clusters
  Score: Raw -3185634.353350 + Penalty 11507.643108 = -3174126.710242
  nChanged 426
		SP:Iteration 10Q (20749.450000 sec): 3 clusters
  Score: Raw -3185992.364185 + Penalty 11507.643108 = -3174484.721077
  nChanged 450
		SP:Iteration 11Q (20749.540000 sec): 3 clusters
  Score: Raw -3186373.548306 + Penalty 11507.643108 = -3174865.905198
  nChanged 502
		SP:Iteration 12Q (20749.630000 sec): 3 clusters
  Score: Raw -3186898.933973 + Penalty 11507.643108 = -3175391.290865
  nChanged 559
		SP:Iteration 13Q (20749.710000 sec): 3 clusters
  Score: Raw -3187591.101739 + Penalty 11507.643108 = -3176083.458630
  nChanged 619
		SP:Iteration 14F (20749.800000 sec): 3 clusters
  Score: Raw -3188418.816438 + Penalty 11507.643108 = -3176911.173330
  nChanged 649
		SP:Iteration 15F (20749.890000 sec): 3 clusters
  Score: Raw -3189290.864717 + Penalty 11507.643108 = -3177783.221609
  nChanged 566
		SP:Iteration 16Q (20749.970000 sec): 3 clusters
  Score: Raw -3189932.244375 + Penalty 11507.643108 = -3178424.601267
  nChanged 422
		SP:Iteration 17Q (20750.050000 sec): 3 clusters
  Score: Raw -3190333.399701 + Penalty 11507.643108 = -3178825.756593
  nChanged 306
		SP:Iteration 18Q (20750.130000 sec): 3 clusters
  Score: Raw -3190562.649030 + Penalty 11507.643108 = -3179055.005922
  nChanged 222
		SP:Iteration 19Q (20750.200000 sec): 3 clusters
  Score: Raw -3190708.094038 + Penalty 11507.643108 = -3179200.450930
  nChanged 158
		SP:Iteration 20F (20750.290000 sec): 3 clusters
  Score: Raw -3190803.483862 + Penalty 11507.643108 = -3179295.840754
  nChanged 117
		SP:Iteration 21Q (20750.360000 sec): 3 clusters
  Score: Raw -3190859.714869 + Penalty 11507.643108 = -3179352.071761
  nChanged 90
		SP:Iteration 22Q (20750.440000 sec): 3 clusters
  Score: Raw -3190902.862775 + Penalty 11507.643108 = -3179395.219667
  nChanged 80
		SP:Iteration 23Q (20750.510000 sec): 3 clusters
  Score: Raw -3190935.848730 + Penalty 11507.643108 = -3179428.205622
  nChanged 67
		SP:Iteration 24Q (20750.590000 sec): 3 clusters
  Score: Raw -3190963.205097 + Penalty 11507.643108 = -3179455.561989
  nChanged 59
		SP:Iteration 25Q (20750.660000 sec): 3 clusters
  Score: Raw -3190988.919045 + Penalty 11507.643108 = -3179481.275937
  nChanged 68
		SP:Iteration 26Q (20750.730000 sec): 3 clusters
  Score: Raw -3191014.093495 + Penalty 11507.643108 = -3179506.450387
  nChanged 51
		SP:Iteration 27Q (20750.800000 sec): 3 clusters
  Score: Raw -3191034.763411 + Penalty 11507.643108 = -3179527.120303
  nChanged 54
		SP:Iteration 28Q (20750.880000 sec): 3 clusters
  Score: Raw -3191058.296183 + Penalty 11507.643108 = -3179550.653075
  nChanged 59
		SP:Iteration 29Q (20750.950000 sec): 3 clusters
  Score: Raw -3191091.193838 + Penalty 11507.643108 = -3179583.550730
  nChanged 78
		SP:Iteration 30Q (20751.020000 sec): 3 clusters
  Score: Raw -3191136.297355 + Penalty 11507.643108 = -3179628.654247
  nChanged 82
		SP:Iteration 31Q (20751.100000 sec): 3 clusters
  Score: Raw -3191191.363140 + Penalty 11507.643108 = -3179683.720032
  nChanged 96
		SP:Iteration 32Q (20751.170000 sec): 3 clusters
  Score: Raw -3191258.123656 + Penalty 11507.643108 = -3179750.480548
  nChanged 96
		SP:Iteration 33Q (20751.240000 sec): 3 clusters
  Score: Raw -3191332.900121 + Penalty 11507.643108 = -3179825.257013
  nChanged 94
		SP:Iteration 34Q (20751.300000 sec): 3 clusters
  Score: Raw -3191393.773568 + Penalty 11507.643108 = -3179886.130460
  nChanged 77
		SP:Iteration 35Q (20751.370000 sec): 3 clusters
  Score: Raw -3191438.804388 + Penalty 11507.643108 = -3179931.161279
  nChanged 60
		SP:Iteration 36Q (20751.440000 sec): 3 clusters
  Score: Raw -3191469.703953 + Penalty 11507.643108 = -3179962.060844
  nChanged 41
		SP:Iteration 37Q (20751.510000 sec): 3 clusters
  Score: Raw -3191486.530998 + Penalty 11507.643108 = -3179978.887890
  nChanged 20
		SP:Iteration 38Q (20751.580000 sec): 3 clusters
  Score: Raw -3191496.251727 + Penalty 11507.643108 = -3179988.608619
  nChanged 17
		SP:Iteration 39Q (20751.650000 sec): 3 clusters
  Score: Raw -3191502.299282 + Penalty 11507.643108 = -3179994.656174
  nChanged 14
		SP:Iteration 40F (20751.740000 sec): 3 clusters
  Score: Raw -3191506.699874 + Penalty 11507.643108 = -3179999.056765
  nChanged 7
		SP:Iteration 41Q (20751.810000 sec): 3 clusters
  Score: Raw -3191508.635409 + Penalty 11507.643108 = -3180000.992301
  nChanged 9
		SP:Iteration 42Q (20751.880000 sec): 3 clusters
  Score: Raw -3191511.751533 + Penalty 11507.643108 = -3180004.108425
  nChanged 3
		SP:Iteration 43Q (20751.950000 sec): 3 clusters
  Score: Raw -3191512.703453 + Penalty 11507.643108 = -3180005.060345
  nChanged 2
		SP:Iteration 44Q (20752.020000 sec): 3 clusters
  Score: Raw -3191513.229684 + Penalty 11507.643108 = -3180005.586576
  nChanged 3
		SP:Iteration 45Q (20752.090000 sec): 3 clusters
  Score: Raw -3191513.969257 + Penalty 11507.643108 = -3180006.326149
  nChanged 4
		SP:Iteration 46Q (20752.160000 sec): 3 clusters
  Score: Raw -3191515.107898 + Penalty 11507.643108 = -3180007.464790
  nChanged 5
		SP:Iteration 47Q (20752.230000 sec): 3 clusters
  Score: Raw -3191517.527695 + Penalty 11507.643108 = -3180009.884587
  nChanged 7
		SP:Iteration 48Q (20752.300000 sec): 3 clusters
  Score: Raw -3191519.763679 + Penalty 11507.643108 = -3180012.120571
  nChanged 3
		SP:Iteration 49Q (20752.370000 sec): 3 clusters
  Score: Raw -3191520.529028 + Penalty 11507.643108 = -3180012.885920
  nChanged 2
		SP:Iteration 50Q (20752.440000 sec): 3 clusters
  Score: Raw -3191521.040021 + Penalty 11507.643108 = -3180013.396913
  nChanged 0
		SP:Iteration 51F (20752.530000 sec): 3 clusters
  Score: Raw -3191521.040021 + Penalty 11507.643108 = -3180013.396913
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 47 (4845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20752.570000 sec): 2 clusters
  Score: Raw -1246668.220661 + Penalty 5197.492796 = -1241470.727865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20752.600000 sec): 3 clusters
  Score: Raw -1244871.382563 + Penalty 10394.985592 = -1234476.396971
  nChanged 1480
		SP:Iteration 1F (20752.640000 sec): 3 clusters
  Score: Raw -1245961.837558 + Penalty 10394.985592 = -1235566.851966
  nChanged 395
		SP:Iteration 2F (20752.680000 sec): 3 clusters
  Score: Raw -1246331.429866 + Penalty 10394.985592 = -1235936.444273
  nChanged 220
		SP:Iteration 3Q (20752.710000 sec): 3 clusters
  Score: Raw -1246524.892962 + Penalty 10394.985592 = -1236129.907370
  nChanged 145
		SP:Iteration 4Q (20752.750000 sec): 3 clusters
  Score: Raw -1246645.067754 + Penalty 10394.985592 = -1236250.082161
  nChanged 111
		SP:Iteration 5Q (20752.780000 sec): 3 clusters
  Score: Raw -1246738.824607 + Penalty 10394.985592 = -1236343.839015
  nChanged 78
		SP:Iteration 6Q (20752.820000 sec): 3 clusters
  Score: Raw -1246796.534838 + Penalty 10394.985592 = -1236401.549246
  nChanged 63
		SP:Iteration 7Q (20752.860000 sec): 3 clusters
  Score: Raw -1246848.761209 + Penalty 10394.985592 = -1236453.775617
  nChanged 62
		SP:Iteration 8Q (20752.890000 sec): 3 clusters
  Score: Raw -1246898.571685 + Penalty 10394.985592 = -1236503.586093
  nChanged 58
		SP:Iteration 9Q (20752.930000 sec): 3 clusters
  Score: Raw -1246941.559125 + Penalty 10394.985592 = -1236546.573532
  nChanged 41
		SP:Iteration 10Q (20752.960000 sec): 3 clusters
  Score: Raw -1246976.328753 + Penalty 10394.985592 = -1236581.343161
  nChanged 49
		SP:Iteration 11Q (20753.000000 sec): 3 clusters
  Score: Raw -1247013.303729 + Penalty 10394.985592 = -1236618.318136
  nChanged 43
		SP:Iteration 12Q (20753.030000 sec): 3 clusters
  Score: Raw -1247043.423889 + Penalty 10394.985592 = -1236648.438297
  nChanged 36
		SP:Iteration 13Q (20753.070000 sec): 3 clusters
  Score: Raw -1247069.053513 + Penalty 10394.985592 = -1236674.067921
  nChanged 28
		SP:Iteration 14Q (20753.100000 sec): 3 clusters
  Score: Raw -1247085.468405 + Penalty 10394.985592 = -1236690.482813
  nChanged 26
		SP:Iteration 15Q (20753.140000 sec): 3 clusters
  Score: Raw -1247099.682994 + Penalty 10394.985592 = -1236704.697402
  nChanged 17
		SP:Iteration 16Q (20753.180000 sec): 3 clusters
  Score: Raw -1247108.922876 + Penalty 10394.985592 = -1236713.937284
  nChanged 18
		SP:Iteration 17Q (20753.210000 sec): 3 clusters
  Score: Raw -1247118.737699 + Penalty 10394.985592 = -1236723.752107
  nChanged 17
		SP:Iteration 18Q (20753.240000 sec): 3 clusters
  Score: Raw -1247128.250384 + Penalty 10394.985592 = -1236733.264792
  nChanged 9
		SP:Iteration 19Q (20753.280000 sec): 3 clusters
  Score: Raw -1247133.958815 + Penalty 10394.985592 = -1236738.973223
  nChanged 3
		SP:Iteration 20F (20753.320000 sec): 3 clusters
  Score: Raw -1247137.200838 + Penalty 10394.985592 = -1236742.215245
  nChanged 12
		SP:Iteration 21Q (20753.350000 sec): 3 clusters
  Score: Raw -1247144.786451 + Penalty 10394.985592 = -1236749.800859
  nChanged 10
		SP:Iteration 22Q (20753.390000 sec): 3 clusters
  Score: Raw -1247149.780482 + Penalty 10394.985592 = -1236754.794890
  nChanged 5
		SP:Iteration 23Q (20753.420000 sec): 3 clusters
  Score: Raw -1247152.738855 + Penalty 10394.985592 = -1236757.753262
  nChanged 7
		SP:Iteration 24Q (20753.460000 sec): 3 clusters
  Score: Raw -1247156.702855 + Penalty 10394.985592 = -1236761.717262
  nChanged 10
		SP:Iteration 25Q (20753.490000 sec): 3 clusters
  Score: Raw -1247161.207448 + Penalty 10394.985592 = -1236766.221855
  nChanged 4
		SP:Iteration 26Q (20753.530000 sec): 3 clusters
  Score: Raw -1247163.929121 + Penalty 10394.985592 = -1236768.943528
  nChanged 5
		SP:Iteration 27Q (20753.560000 sec): 3 clusters
  Score: Raw -1247166.864187 + Penalty 10394.985592 = -1236771.878595
  nChanged 4
		SP:Iteration 28Q (20753.600000 sec): 3 clusters
  Score: Raw -1247169.985899 + Penalty 10394.985592 = -1236775.000307
  nChanged 2
		SP:Iteration 29Q (20753.630000 sec): 3 clusters
  Score: Raw -1247172.131037 + Penalty 10394.985592 = -1236777.145445
  nChanged 6
		SP:Iteration 30Q (20753.670000 sec): 3 clusters
  Score: Raw -1247176.573846 + Penalty 10394.985592 = -1236781.588254
  nChanged 10
		SP:Iteration 31Q (20753.700000 sec): 3 clusters
  Score: Raw -1247183.129584 + Penalty 10394.985592 = -1236788.143992
  nChanged 9
		SP:Iteration 32Q (20753.740000 sec): 3 clusters
  Score: Raw -1247188.482016 + Penalty 10394.985592 = -1236793.496424
  nChanged 8
		SP:Iteration 33Q (20753.780000 sec): 3 clusters
  Score: Raw -1247192.696444 + Penalty 10394.985592 = -1236797.710852
  nChanged 9
		SP:Iteration 34Q (20753.810000 sec): 3 clusters
  Score: Raw -1247197.134046 + Penalty 10394.985592 = -1236802.148454
  nChanged 6
		SP:Iteration 35Q (20753.840000 sec): 3 clusters
  Score: Raw -1247201.044688 + Penalty 10394.985592 = -1236806.059096
  nChanged 6
		SP:Iteration 36Q (20753.880000 sec): 3 clusters
  Score: Raw -1247204.501487 + Penalty 10394.985592 = -1236809.515895
  nChanged 5
		SP:Iteration 37Q (20753.920000 sec): 3 clusters
  Score: Raw -1247207.462478 + Penalty 10394.985592 = -1236812.476886
  nChanged 4
		SP:Iteration 38Q (20753.950000 sec): 3 clusters
  Score: Raw -1247209.396162 + Penalty 10394.985592 = -1236814.410570
  nChanged 2
		SP:Iteration 39Q (20753.980000 sec): 3 clusters
  Score: Raw -1247210.268781 + Penalty 10394.985592 = -1236815.283188
  nChanged 2
		SP:Iteration 40F (20754.020000 sec): 3 clusters
  Score: Raw -1247211.333163 + Penalty 10394.985592 = -1236816.347571
  nChanged 3
		SP:Iteration 41Q (20754.060000 sec): 3 clusters
  Score: Raw -1247212.935498 + Penalty 10394.985592 = -1236817.949906
  nChanged 1
		SP:Iteration 42Q (20754.090000 sec): 3 clusters
  Score: Raw -1247213.320523 + Penalty 10394.985592 = -1236818.334930
  nChanged 0
		SP:Iteration 43F (20754.130000 sec): 3 clusters
  Score: Raw -1247213.320523 + Penalty 10394.985592 = -1236818.334930
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 48 (531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20754.140000 sec): 2 clusters
  Score: Raw -124841.247408 + Penalty 3843.291738 = -120997.955670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20754.140000 sec): 3 clusters
  Score: Raw -125387.802373 + Penalty 7686.583476 = -117701.218897
  nChanged 56
		SP:Iteration 1F (20754.150000 sec): 3 clusters
  Score: Raw -125591.172146 + Penalty 7686.583476 = -117904.588670
  nChanged 12
		SP:Iteration 2Q (20754.150000 sec): 3 clusters
  Score: Raw -125649.803587 + Penalty 7686.583476 = -117963.220111
  nChanged 1
		SP:Iteration 3Q (20754.160000 sec): 3 clusters
  Score: Raw -125656.191507 + Penalty 7686.583476 = -117969.608031
  nChanged 2
		SP:Iteration 4Q (20754.160000 sec): 3 clusters
  Score: Raw -125660.346293 + Penalty 7686.583476 = -117973.762817
  nChanged 1
		SP:Iteration 5Q (20754.160000 sec): 3 clusters
  Score: Raw -125664.114753 + Penalty 7686.583476 = -117977.531277
  nChanged 0
		SP:Iteration 6F (20754.170000 sec): 3 clusters
  Score: Raw -125664.114753 + Penalty 7686.583476 = -117977.531277
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 49 (1723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20754.180000 sec): 2 clusters
  Score: Raw -441603.681936 + Penalty 4564.241120 = -437039.440816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20754.200000 sec): 3 clusters
  Score: Raw -441517.913979 + Penalty 9128.482240 = -432389.431740
  nChanged 376
		SP:Iteration 1F (20754.210000 sec): 3 clusters
  Score: Raw -442144.922286 + Penalty 9128.482240 = -433016.440046
  nChanged 105
		SP:Iteration 2F (20754.220000 sec): 3 clusters
  Score: Raw -442367.397156 + Penalty 9128.482240 = -433238.914916
  nChanged 66
		SP:Iteration 3Q (20754.240000 sec): 3 clusters
  Score: Raw -442490.748948 + Penalty 9128.482240 = -433362.266708
  nChanged 42
		SP:Iteration 4Q (20754.250000 sec): 3 clusters
  Score: Raw -442563.422054 + Penalty 9128.482240 = -433434.939814
  nChanged 27
		SP:Iteration 5Q (20754.260000 sec): 3 clusters
  Score: Raw -442619.524067 + Penalty 9128.482240 = -433491.041827
  nChanged 28
		SP:Iteration 6Q (20754.270000 sec): 3 clusters
  Score: Raw -442705.630307 + Penalty 9128.482240 = -433577.148068
  nChanged 32
		SP:Iteration 7Q (20754.280000 sec): 3 clusters
  Score: Raw -442845.004289 + Penalty 9128.482240 = -433716.522049
  nChanged 48
		SP:Iteration 8Q (20754.300000 sec): 3 clusters
  Score: Raw -442947.760399 + Penalty 9128.482240 = -433819.278159
  nChanged 38
		SP:Iteration 9Q (20754.310000 sec): 3 clusters
  Score: Raw -443027.765028 + Penalty 9128.482240 = -433899.282789
  nChanged 32
		SP:Iteration 10Q (20754.320000 sec): 3 clusters
  Score: Raw -443083.611575 + Penalty 9128.482240 = -433955.129336
  nChanged 18
		SP:Iteration 11Q (20754.330000 sec): 3 clusters
  Score: Raw -443119.488311 + Penalty 9128.482240 = -433991.006071
  nChanged 18
		SP:Iteration 12Q (20754.340000 sec): 3 clusters
  Score: Raw -443148.304149 + Penalty 9128.482240 = -434019.821909
  nChanged 14
		SP:Iteration 13Q (20754.350000 sec): 3 clusters
  Score: Raw -443192.261151 + Penalty 9128.482240 = -434063.778911
  nChanged 9
		SP:Iteration 14Q (20754.360000 sec): 3 clusters
  Score: Raw -443206.653331 + Penalty 9128.482240 = -434078.171091
  nChanged 8
		SP:Iteration 15Q (20754.380000 sec): 3 clusters
  Score: Raw -443226.176569 + Penalty 9128.482240 = -434097.694329
  nChanged 13
		SP:Iteration 16Q (20754.390000 sec): 3 clusters
  Score: Raw -443248.311449 + Penalty 9128.482240 = -434119.829210
  nChanged 12
		SP:Iteration 17Q (20754.400000 sec): 3 clusters
  Score: Raw -443275.899886 + Penalty 9128.482240 = -434147.417646
  nChanged 14
		SP:Iteration 18Q (20754.410000 sec): 3 clusters
  Score: Raw -443300.533531 + Penalty 9128.482240 = -434172.051291
  nChanged 9
		SP:Iteration 19Q (20754.420000 sec): 3 clusters
  Score: Raw -443316.135485 + Penalty 9128.482240 = -434187.653245
  nChanged 6
		SP:Iteration 20F (20754.430000 sec): 3 clusters
  Score: Raw -443330.487384 + Penalty 9128.482240 = -434202.005144
  nChanged 8
		SP:Iteration 21Q (20754.440000 sec): 3 clusters
  Score: Raw -443345.000739 + Penalty 9128.482240 = -434216.518499
  nChanged 8
		SP:Iteration 22Q (20754.460000 sec): 3 clusters
  Score: Raw -443358.639790 + Penalty 9128.482240 = -434230.157550
  nChanged 4
		SP:Iteration 23Q (20754.470000 sec): 3 clusters
  Score: Raw -443366.508448 + Penalty 9128.482240 = -434238.026208
  nChanged 6
		SP:Iteration 24Q (20754.480000 sec): 3 clusters
  Score: Raw -443381.593710 + Penalty 9128.482240 = -434253.111470
  nChanged 3
		SP:Iteration 25Q (20754.490000 sec): 3 clusters
  Score: Raw -443385.639077 + Penalty 9128.482240 = -434257.156838
  nChanged 0
		SP:Iteration 26F (20754.500000 sec): 3 clusters
  Score: Raw -443385.639077 + Penalty 9128.482240 = -434257.156838
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 50 (1292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20754.520000 sec): 2 clusters
  Score: Raw -343173.981701 + Penalty 4387.917344 = -338786.064357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20754.520000 sec): 3 clusters
  Score: Raw -343127.746592 + Penalty 8775.834688 = -334351.911904
  nChanged 210
		SP:Iteration 1F (20754.540000 sec): 3 clusters
  Score: Raw -343525.186111 + Penalty 8775.834688 = -334749.351423
  nChanged 51
		SP:Iteration 2Q (20754.540000 sec): 3 clusters
  Score: Raw -343651.748199 + Penalty 8775.834688 = -334875.913510
  nChanged 28
		SP:Iteration 3Q (20754.550000 sec): 3 clusters
  Score: Raw -343714.573032 + Penalty 8775.834688 = -334938.738343
  nChanged 25
		SP:Iteration 4Q (20754.560000 sec): 3 clusters
  Score: Raw -343794.362216 + Penalty 8775.834688 = -335018.527528
  nChanged 23
		SP:Iteration 5Q (20754.570000 sec): 3 clusters
  Score: Raw -343864.612325 + Penalty 8775.834688 = -335088.777636
  nChanged 15
		SP:Iteration 6Q (20754.580000 sec): 3 clusters
  Score: Raw -343937.309584 + Penalty 8775.834688 = -335161.474895
  nChanged 19
		SP:Iteration 7Q (20754.590000 sec): 3 clusters
  Score: Raw -344008.136561 + Penalty 8775.834688 = -335232.301872
  nChanged 7
		SP:Iteration 8Q (20754.600000 sec): 3 clusters
  Score: Raw -344025.713269 + Penalty 8775.834688 = -335249.878581
  nChanged 5
		SP:Iteration 9Q (20754.610000 sec): 3 clusters
  Score: Raw -344038.687019 + Penalty 8775.834688 = -335262.852330
  nChanged 7
		SP:Iteration 10Q (20754.620000 sec): 3 clusters
  Score: Raw -344066.021980 + Penalty 8775.834688 = -335290.187291
  nChanged 9
		SP:Iteration 11Q (20754.630000 sec): 3 clusters
  Score: Raw -344113.706087 + Penalty 8775.834688 = -335337.871399
  nChanged 6
		SP:Iteration 12Q (20754.640000 sec): 3 clusters
  Score: Raw -344123.079897 + Penalty 8775.834688 = -335347.245209
  nChanged 5
		SP:Iteration 13Q (20754.640000 sec): 3 clusters
  Score: Raw -344152.795110 + Penalty 8775.834688 = -335376.960422
  nChanged 9
		SP:Iteration 14Q (20754.650000 sec): 3 clusters
  Score: Raw -344165.893465 + Penalty 8775.834688 = -335390.058776
  nChanged 2
		SP:Iteration 15Q (20754.660000 sec): 3 clusters
  Score: Raw -344168.545918 + Penalty 8775.834688 = -335392.711230
  nChanged 2
		SP:Iteration 16Q (20754.670000 sec): 3 clusters
  Score: Raw -344172.034074 + Penalty 8775.834688 = -335396.199386
  nChanged 0
		SP:Iteration 17F (20754.680000 sec): 3 clusters
  Score: Raw -344172.034074 + Penalty 8775.834688 = -335396.199386
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 51 (15189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20754.780000 sec): 2 clusters
  Score: Raw -3854739.808869 + Penalty 5897.350141 = -3848842.458728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20754.900000 sec): 3 clusters
  Score: Raw -3847086.596990 + Penalty 11794.700282 = -3835291.896708
  nChanged 5912
		SP:Iteration 1F (20755.010000 sec): 3 clusters
  Score: Raw -3850275.002171 + Penalty 11794.700282 = -3838480.301889
  nChanged 1148
		SP:Iteration 2F (20755.120000 sec): 3 clusters
  Score: Raw -3850924.673348 + Penalty 11794.700282 = -3839129.973066
  nChanged 863
		SP:Iteration 3F (20755.240000 sec): 3 clusters
  Score: Raw -3851414.988755 + Penalty 11794.700282 = -3839620.288474
  nChanged 699
		SP:Iteration 4Q (20755.350000 sec): 3 clusters
  Score: Raw -3851797.934540 + Penalty 11794.700282 = -3840003.234258
  nChanged 582
		SP:Iteration 5Q (20755.470000 sec): 3 clusters
  Score: Raw -3852142.147921 + Penalty 11794.700282 = -3840347.447640
  nChanged 570
		SP:Iteration 6Q (20755.580000 sec): 3 clusters
  Score: Raw -3852521.031076 + Penalty 11794.700282 = -3840726.330794
  nChanged 568
		SP:Iteration 7Q (20755.700000 sec): 3 clusters
  Score: Raw -3852925.763368 + Penalty 11794.700282 = -3841131.063086
  nChanged 551
		SP:Iteration 8Q (20755.810000 sec): 3 clusters
  Score: Raw -3853308.930033 + Penalty 11794.700282 = -3841514.229751
  nChanged 547
		SP:Iteration 9Q (20755.920000 sec): 3 clusters
  Score: Raw -3853645.880355 + Penalty 11794.700282 = -3841851.180074
  nChanged 494
		SP:Iteration 10Q (20756.030000 sec): 3 clusters
  Score: Raw -3853944.943817 + Penalty 11794.700282 = -3842150.243536
  nChanged 453
		SP:Iteration 11Q (20756.140000 sec): 3 clusters
  Score: Raw -3854220.104547 + Penalty 11794.700282 = -3842425.404265
  nChanged 407
		SP:Iteration 12Q (20756.260000 sec): 3 clusters
  Score: Raw -3854458.984302 + Penalty 11794.700282 = -3842664.284020
  nChanged 378
		SP:Iteration 13Q (20756.370000 sec): 3 clusters
  Score: Raw -3854650.670198 + Penalty 11794.700282 = -3842855.969917
  nChanged 333
		SP:Iteration 14Q (20756.480000 sec): 3 clusters
  Score: Raw -3854833.439324 + Penalty 11794.700282 = -3843038.739042
  nChanged 327
		SP:Iteration 15Q (20756.590000 sec): 3 clusters
  Score: Raw -3855004.199354 + Penalty 11794.700282 = -3843209.499072
  nChanged 311
		SP:Iteration 16Q (20756.700000 sec): 3 clusters
  Score: Raw -3855157.621139 + Penalty 11794.700282 = -3843362.920858
  nChanged 262
		SP:Iteration 17Q (20756.800000 sec): 3 clusters
  Score: Raw -3855296.833323 + Penalty 11794.700282 = -3843502.133041
  nChanged 235
		SP:Iteration 18Q (20756.910000 sec): 3 clusters
  Score: Raw -3855404.994594 + Penalty 11794.700282 = -3843610.294313
  nChanged 192
		SP:Iteration 19Q (20757.020000 sec): 3 clusters
  Score: Raw -3855486.867123 + Penalty 11794.700282 = -3843692.166841
  nChanged 169
		SP:Iteration 20F (20757.140000 sec): 3 clusters
  Score: Raw -3855555.778925 + Penalty 11794.700282 = -3843761.078643
  nChanged 171
		SP:Iteration 21Q (20757.240000 sec): 3 clusters
  Score: Raw -3855623.281011 + Penalty 11794.700282 = -3843828.580729
  nChanged 154
		SP:Iteration 22Q (20757.350000 sec): 3 clusters
  Score: Raw -3855688.622521 + Penalty 11794.700282 = -3843893.922239
  nChanged 137
		SP:Iteration 23Q (20757.460000 sec): 3 clusters
  Score: Raw -3855742.999159 + Penalty 11794.700282 = -3843948.298877
  nChanged 125
		SP:Iteration 24Q (20757.560000 sec): 3 clusters
  Score: Raw -3855795.468651 + Penalty 11794.700282 = -3844000.768369
  nChanged 118
		SP:Iteration 25Q (20757.670000 sec): 3 clusters
  Score: Raw -3855838.298076 + Penalty 11794.700282 = -3844043.597794
  nChanged 94
		SP:Iteration 26Q (20757.780000 sec): 3 clusters
  Score: Raw -3855871.428256 + Penalty 11794.700282 = -3844076.727975
  nChanged 84
		SP:Iteration 27Q (20757.880000 sec): 3 clusters
  Score: Raw -3855905.197492 + Penalty 11794.700282 = -3844110.497210
  nChanged 76
		SP:Iteration 28Q (20757.990000 sec): 3 clusters
  Score: Raw -3855935.141982 + Penalty 11794.700282 = -3844140.441701
  nChanged 69
		SP:Iteration 29Q (20758.090000 sec): 3 clusters
  Score: Raw -3855963.434909 + Penalty 11794.700282 = -3844168.734627
  nChanged 70
		SP:Iteration 30Q (20758.210000 sec): 3 clusters
  Score: Raw -3855990.881732 + Penalty 11794.700282 = -3844196.181450
  nChanged 59
		SP:Iteration 31Q (20758.310000 sec): 3 clusters
  Score: Raw -3856017.147709 + Penalty 11794.700282 = -3844222.447427
  nChanged 62
		SP:Iteration 32Q (20758.410000 sec): 3 clusters
  Score: Raw -3856039.122789 + Penalty 11794.700282 = -3844244.422507
  nChanged 55
		SP:Iteration 33Q (20758.520000 sec): 3 clusters
  Score: Raw -3856061.409750 + Penalty 11794.700282 = -3844266.709468
  nChanged 58
		SP:Iteration 34Q (20758.630000 sec): 3 clusters
  Score: Raw -3856085.392393 + Penalty 11794.700282 = -3844290.692112
  nChanged 64
		SP:Iteration 35Q (20758.730000 sec): 3 clusters
  Score: Raw -3856109.932058 + Penalty 11794.700282 = -3844315.231776
  nChanged 70
		SP:Iteration 36Q (20758.830000 sec): 3 clusters
  Score: Raw -3856135.358901 + Penalty 11794.700282 = -3844340.658620
  nChanged 69
		SP:Iteration 37Q (20758.940000 sec): 3 clusters
  Score: Raw -3856163.279980 + Penalty 11794.700282 = -3844368.579698
  nChanged 59
		SP:Iteration 38Q (20759.040000 sec): 3 clusters
  Score: Raw -3856186.070693 + Penalty 11794.700282 = -3844391.370411
  nChanged 51
		SP:Iteration 39Q (20759.150000 sec): 3 clusters
  Score: Raw -3856206.960144 + Penalty 11794.700282 = -3844412.259862
  nChanged 53
		SP:Iteration 40F (20759.260000 sec): 3 clusters
  Score: Raw -3856224.918780 + Penalty 11794.700282 = -3844430.218499
  nChanged 40
		SP:Iteration 41Q (20759.360000 sec): 3 clusters
  Score: Raw -3856237.148552 + Penalty 11794.700282 = -3844442.448271
  nChanged 28
		SP:Iteration 42Q (20759.470000 sec): 3 clusters
  Score: Raw -3856245.797917 + Penalty 11794.700282 = -3844451.097635
  nChanged 20
		SP:Iteration 43Q (20759.570000 sec): 3 clusters
  Score: Raw -3856252.013656 + Penalty 11794.700282 = -3844457.313374
  nChanged 19
		SP:Iteration 44Q (20759.670000 sec): 3 clusters
  Score: Raw -3856257.812429 + Penalty 11794.700282 = -3844463.112147
  nChanged 18
		SP:Iteration 45Q (20759.780000 sec): 3 clusters
  Score: Raw -3856262.838229 + Penalty 11794.700282 = -3844468.137947
  nChanged 13
		SP:Iteration 46Q (20759.880000 sec): 3 clusters
  Score: Raw -3856265.444574 + Penalty 11794.700282 = -3844470.744292
  nChanged 8
		SP:Iteration 47Q (20759.990000 sec): 3 clusters
  Score: Raw -3856267.247592 + Penalty 11794.700282 = -3844472.547310
  nChanged 5
		SP:Iteration 48Q (20760.090000 sec): 3 clusters
  Score: Raw -3856268.501153 + Penalty 11794.700282 = -3844473.800871
  nChanged 5
		SP:Iteration 49Q (20760.190000 sec): 3 clusters
  Score: Raw -3856269.440777 + Penalty 11794.700282 = -3844474.740495
  nChanged 2
		SP:Iteration 50Q (20760.290000 sec): 3 clusters
  Score: Raw -3856269.874428 + Penalty 11794.700282 = -3844475.174146
  nChanged 2
		SP:Iteration 51Q (20760.400000 sec): 3 clusters
  Score: Raw -3856270.223786 + Penalty 11794.700282 = -3844475.523505
  nChanged 3
		SP:Iteration 52Q (20760.500000 sec): 3 clusters
  Score: Raw -3856270.693320 + Penalty 11794.700282 = -3844475.993039
  nChanged 1
		SP:Iteration 53Q (20760.610000 sec): 3 clusters
  Score: Raw -3856270.924582 + Penalty 11794.700282 = -3844476.224300
  nChanged 1
		SP:Iteration 54Q (20760.710000 sec): 3 clusters
  Score: Raw -3856271.130546 + Penalty 11794.700282 = -3844476.430265
  nChanged 2
		SP:Iteration 55Q (20760.810000 sec): 3 clusters
  Score: Raw -3856271.588518 + Penalty 11794.700282 = -3844476.888236
  nChanged 2
		SP:Iteration 56Q (20760.910000 sec): 3 clusters
  Score: Raw -3856272.051358 + Penalty 11794.700282 = -3844477.351076
  nChanged 2
		SP:Iteration 57Q (20761.020000 sec): 3 clusters
  Score: Raw -3856272.330277 + Penalty 11794.700282 = -3844477.629995
  nChanged 0
		SP:Iteration 58F (20761.130000 sec): 3 clusters
  Score: Raw -3856272.330277 + Penalty 11794.700282 = -3844477.629995
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 52 (17480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20761.240000 sec): 2 clusters
  Score: Raw -4634468.918543 + Penalty 5983.397748 = -4628485.520796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20761.370000 sec): 3 clusters
  Score: Raw -4625601.517735 + Penalty 11966.795495 = -4613634.722240
  nChanged 6879
		SP:Iteration 1F (20761.510000 sec): 3 clusters
  Score: Raw -4629307.851286 + Penalty 11966.795495 = -4617341.055791
  nChanged 1225
		SP:Iteration 2F (20761.630000 sec): 3 clusters
  Score: Raw -4629970.557989 + Penalty 11966.795495 = -4618003.762494
  nChanged 923
		SP:Iteration 3F (20761.770000 sec): 3 clusters
  Score: Raw -4630420.640253 + Penalty 11966.795495 = -4618453.844758
  nChanged 710
		SP:Iteration 4Q (20761.900000 sec): 3 clusters
  Score: Raw -4630763.198433 + Penalty 11966.795495 = -4618796.402937
  nChanged 648
		SP:Iteration 5Q (20762.030000 sec): 3 clusters
  Score: Raw -4631086.761275 + Penalty 11966.795495 = -4619119.965780
  nChanged 588
		SP:Iteration 6Q (20762.160000 sec): 3 clusters
  Score: Raw -4631378.611818 + Penalty 11966.795495 = -4619411.816323
  nChanged 604
		SP:Iteration 7Q (20762.290000 sec): 3 clusters
  Score: Raw -4631699.309857 + Penalty 11966.795495 = -4619732.514362
  nChanged 634
		SP:Iteration 8Q (20762.430000 sec): 3 clusters
  Score: Raw -4632073.514342 + Penalty 11966.795495 = -4620106.718847
  nChanged 670
		SP:Iteration 9Q (20762.550000 sec): 3 clusters
  Score: Raw -4632495.623816 + Penalty 11966.795495 = -4620528.828321
  nChanged 676
		SP:Iteration 10Q (20762.690000 sec): 3 clusters
  Score: Raw -4632934.000441 + Penalty 11966.795495 = -4620967.204946
  nChanged 679
		SP:Iteration 11Q (20762.820000 sec): 3 clusters
  Score: Raw -4633370.997154 + Penalty 11966.795495 = -4621404.201658
  nChanged 633
		SP:Iteration 12Q (20762.950000 sec): 3 clusters
  Score: Raw -4633741.201398 + Penalty 11966.795495 = -4621774.405903
  nChanged 521
		SP:Iteration 13Q (20763.080000 sec): 3 clusters
  Score: Raw -4634024.202904 + Penalty 11966.795495 = -4622057.407409
  nChanged 422
		SP:Iteration 14Q (20763.210000 sec): 3 clusters
  Score: Raw -4634255.991923 + Penalty 11966.795495 = -4622289.196428
  nChanged 363
		SP:Iteration 15Q (20763.330000 sec): 3 clusters
  Score: Raw -4634440.449611 + Penalty 11966.795495 = -4622473.654116
  nChanged 294
		SP:Iteration 16Q (20763.470000 sec): 3 clusters
  Score: Raw -4634581.234595 + Penalty 11966.795495 = -4622614.439100
  nChanged 246
		SP:Iteration 17Q (20763.590000 sec): 3 clusters
  Score: Raw -4634693.363201 + Penalty 11966.795495 = -4622726.567706
  nChanged 206
		SP:Iteration 18Q (20763.720000 sec): 3 clusters
  Score: Raw -4634788.649096 + Penalty 11966.795495 = -4622821.853600
  nChanged 191
		SP:Iteration 19Q (20763.850000 sec): 3 clusters
  Score: Raw -4634871.640329 + Penalty 11966.795495 = -4622904.844834
  nChanged 175
		SP:Iteration 20F (20763.980000 sec): 3 clusters
  Score: Raw -4634948.263430 + Penalty 11966.795495 = -4622981.467935
  nChanged 147
		SP:Iteration 21Q (20764.110000 sec): 3 clusters
  Score: Raw -4635027.868838 + Penalty 11966.795495 = -4623061.073343
  nChanged 143
		SP:Iteration 22Q (20764.240000 sec): 3 clusters
  Score: Raw -4635105.301652 + Penalty 11966.795495 = -4623138.506157
  nChanged 153
		SP:Iteration 23Q (20764.370000 sec): 3 clusters
  Score: Raw -4635189.410631 + Penalty 11966.795495 = -4623222.615136
  nChanged 151
		SP:Iteration 24Q (20764.490000 sec): 3 clusters
  Score: Raw -4635272.393612 + Penalty 11966.795495 = -4623305.598117
  nChanged 138
		SP:Iteration 25Q (20764.620000 sec): 3 clusters
  Score: Raw -4635350.943708 + Penalty 11966.795495 = -4623384.148213
  nChanged 151
		SP:Iteration 26Q (20764.750000 sec): 3 clusters
  Score: Raw -4635441.317699 + Penalty 11966.795495 = -4623474.522204
  nChanged 156
		SP:Iteration 27Q (20764.870000 sec): 3 clusters
  Score: Raw -4635531.129321 + Penalty 11966.795495 = -4623564.333826
  nChanged 125
		SP:Iteration 28Q (20764.990000 sec): 3 clusters
  Score: Raw -4635603.980241 + Penalty 11966.795495 = -4623637.184746
  nChanged 110
		SP:Iteration 29Q (20765.120000 sec): 3 clusters
  Score: Raw -4635663.529246 + Penalty 11966.795495 = -4623696.733751
  nChanged 95
		SP:Iteration 30Q (20765.240000 sec): 3 clusters
  Score: Raw -4635710.958096 + Penalty 11966.795495 = -4623744.162600
  nChanged 89
		SP:Iteration 31Q (20765.360000 sec): 3 clusters
  Score: Raw -4635758.777056 + Penalty 11966.795495 = -4623791.981560
  nChanged 86
		SP:Iteration 32Q (20765.480000 sec): 3 clusters
  Score: Raw -4635808.792457 + Penalty 11966.795495 = -4623841.996962
  nChanged 87
		SP:Iteration 33Q (20765.600000 sec): 3 clusters
  Score: Raw -4635858.809482 + Penalty 11966.795495 = -4623892.013987
  nChanged 104
		SP:Iteration 34Q (20765.710000 sec): 3 clusters
  Score: Raw -4635917.422390 + Penalty 11966.795495 = -4623950.626894
  nChanged 91
		SP:Iteration 35Q (20765.830000 sec): 3 clusters
  Score: Raw -4635979.262955 + Penalty 11966.795495 = -4624012.467460
  nChanged 103
		SP:Iteration 36Q (20765.950000 sec): 3 clusters
  Score: Raw -4636060.193604 + Penalty 11966.795495 = -4624093.398109
  nChanged 112
		SP:Iteration 37Q (20766.060000 sec): 3 clusters
  Score: Raw -4636151.721943 + Penalty 11966.795495 = -4624184.926447
  nChanged 115
		SP:Iteration 38Q (20766.170000 sec): 3 clusters
  Score: Raw -4636247.977908 + Penalty 11966.795495 = -4624281.182413
  nChanged 106
		SP:Iteration 39Q (20766.280000 sec): 3 clusters
  Score: Raw -4636338.028887 + Penalty 11966.795495 = -4624371.233391
  nChanged 117
		SP:Iteration 40F (20766.410000 sec): 3 clusters
  Score: Raw -4636453.688876 + Penalty 11966.795495 = -4624486.893381
  nChanged 144
		SP:Iteration 41Q (20766.520000 sec): 3 clusters
  Score: Raw -4636618.480259 + Penalty 11966.795495 = -4624651.684764
  nChanged 146
		SP:Iteration 42Q (20766.630000 sec): 3 clusters
  Score: Raw -4636797.340792 + Penalty 11966.795495 = -4624830.545297
  nChanged 137
		SP:Iteration 43Q (20766.730000 sec): 3 clusters
  Score: Raw -4636925.044491 + Penalty 11966.795495 = -4624958.248996
  nChanged 111
		SP:Iteration 44Q (20766.830000 sec): 3 clusters
  Score: Raw -4637001.098828 + Penalty 11966.795495 = -4625034.303333
  nChanged 86
		SP:Iteration 45Q (20766.930000 sec): 3 clusters
  Score: Raw -4637053.446290 + Penalty 11966.795495 = -4625086.650795
  nChanged 62
		SP:Iteration 46Q (20767.030000 sec): 3 clusters
  Score: Raw -4637084.551961 + Penalty 11966.795495 = -4625117.756465
  nChanged 53
		SP:Iteration 47Q (20767.130000 sec): 3 clusters
  Score: Raw -4637110.720860 + Penalty 11966.795495 = -4625143.925364
  nChanged 44
		SP:Iteration 48Q (20767.230000 sec): 3 clusters
  Score: Raw -4637129.524361 + Penalty 11966.795495 = -4625162.728866
  nChanged 41
		SP:Iteration 49Q (20767.330000 sec): 3 clusters
  Score: Raw -4637148.841270 + Penalty 11966.795495 = -4625182.045775
  nChanged 33
		SP:Iteration 50Q (20767.430000 sec): 3 clusters
  Score: Raw -4637162.414828 + Penalty 11966.795495 = -4625195.619332
  nChanged 35
		SP:Iteration 51Q (20767.530000 sec): 3 clusters
  Score: Raw -4637177.803350 + Penalty 11966.795495 = -4625211.007855
  nChanged 35
		SP:Iteration 52Q (20767.630000 sec): 3 clusters
  Score: Raw -4637194.194681 + Penalty 11966.795495 = -4625227.399186
  nChanged 33
		SP:Iteration 53Q (20767.730000 sec): 3 clusters
  Score: Raw -4637210.011031 + Penalty 11966.795495 = -4625243.215535
  nChanged 30
		SP:Iteration 54Q (20767.840000 sec): 3 clusters
  Score: Raw -4637220.822480 + Penalty 11966.795495 = -4625254.026985
  nChanged 23
		SP:Iteration 55Q (20767.940000 sec): 3 clusters
  Score: Raw -4637229.790430 + Penalty 11966.795495 = -4625262.994935
  nChanged 25
		SP:Iteration 56Q (20768.040000 sec): 3 clusters
  Score: Raw -4637239.869843 + Penalty 11966.795495 = -4625273.074348
  nChanged 22
		SP:Iteration 57Q (20768.140000 sec): 3 clusters
  Score: Raw -4637248.651407 + Penalty 11966.795495 = -4625281.855911
  nChanged 15
		SP:Iteration 58Q (20768.240000 sec): 3 clusters
  Score: Raw -4637253.329238 + Penalty 11966.795495 = -4625286.533743
  nChanged 14
		SP:Iteration 59Q (20768.340000 sec): 3 clusters
  Score: Raw -4637257.357126 + Penalty 11966.795495 = -4625290.561631
  nChanged 8
		SP:Iteration 60F (20768.480000 sec): 3 clusters
  Score: Raw -4637260.315423 + Penalty 11966.795495 = -4625293.519928
  nChanged 8
		SP:Iteration 61Q (20768.580000 sec): 3 clusters
  Score: Raw -4637263.397458 + Penalty 11966.795495 = -4625296.601962
  nChanged 9
		SP:Iteration 62Q (20768.680000 sec): 3 clusters
  Score: Raw -4637265.754583 + Penalty 11966.795495 = -4625298.959088
  nChanged 10
		SP:Iteration 63Q (20768.780000 sec): 3 clusters
  Score: Raw -4637268.613130 + Penalty 11966.795495 = -4625301.817635
  nChanged 12
		SP:Iteration 64Q (20768.880000 sec): 3 clusters
  Score: Raw -4637273.614938 + Penalty 11966.795495 = -4625306.819443
  nChanged 17
		SP:Iteration 65Q (20768.980000 sec): 3 clusters
  Score: Raw -4637279.299451 + Penalty 11966.795495 = -4625312.503956
  nChanged 14
		SP:Iteration 66Q (20769.080000 sec): 3 clusters
  Score: Raw -4637283.381375 + Penalty 11966.795495 = -4625316.585880
  nChanged 15
		SP:Iteration 67Q (20769.180000 sec): 3 clusters
  Score: Raw -4637287.701515 + Penalty 11966.795495 = -4625320.906020
  nChanged 15
		SP:Iteration 68Q (20769.290000 sec): 3 clusters
  Score: Raw -4637293.145799 + Penalty 11966.795495 = -4625326.350304
  nChanged 13
		SP:Iteration 69Q (20769.390000 sec): 3 clusters
  Score: Raw -4637296.401052 + Penalty 11966.795495 = -4625329.605556
  nChanged 9
		SP:Iteration 70Q (20769.490000 sec): 3 clusters
  Score: Raw -4637299.044077 + Penalty 11966.795495 = -4625332.248581
  nChanged 5
		SP:Iteration 71Q (20769.590000 sec): 3 clusters
  Score: Raw -4637300.742072 + Penalty 11966.795495 = -4625333.946576
  nChanged 9
		SP:Iteration 72Q (20769.690000 sec): 3 clusters
  Score: Raw -4637303.836561 + Penalty 11966.795495 = -4625337.041066
  nChanged 8
		SP:Iteration 73Q (20769.790000 sec): 3 clusters
  Score: Raw -4637306.932822 + Penalty 11966.795495 = -4625340.137327
  nChanged 13
		SP:Iteration 74Q (20769.890000 sec): 3 clusters
  Score: Raw -4637310.919985 + Penalty 11966.795495 = -4625344.124489
  nChanged 10
		SP:Iteration 75Q (20769.990000 sec): 3 clusters
  Score: Raw -4637313.907277 + Penalty 11966.795495 = -4625347.111781
  nChanged 11
		SP:Iteration 76Q (20770.090000 sec): 3 clusters
  Score: Raw -4637317.126866 + Penalty 11966.795495 = -4625350.331371
  nChanged 15
		SP:Iteration 77Q (20770.190000 sec): 3 clusters
  Score: Raw -4637323.330391 + Penalty 11966.795495 = -4625356.534896
  nChanged 16
		SP:Iteration 78Q (20770.290000 sec): 3 clusters
  Score: Raw -4637329.186925 + Penalty 11966.795495 = -4625362.391430
  nChanged 11
		SP:Iteration 79Q (20770.400000 sec): 3 clusters
  Score: Raw -4637333.105055 + Penalty 11966.795495 = -4625366.309559
  nChanged 12
		SP:Iteration 80F (20770.530000 sec): 3 clusters
  Score: Raw -4637338.594652 + Penalty 11966.795495 = -4625371.799156
  nChanged 16
		SP:Iteration 81Q (20770.630000 sec): 3 clusters
  Score: Raw -4637343.815707 + Penalty 11966.795495 = -4625377.020212
  nChanged 11
		SP:Iteration 82Q (20770.730000 sec): 3 clusters
  Score: Raw -4637347.210868 + Penalty 11966.795495 = -4625380.415372
  nChanged 10
		SP:Iteration 83Q (20770.830000 sec): 3 clusters
  Score: Raw -4637350.459084 + Penalty 11966.795495 = -4625383.663589
  nChanged 6
		SP:Iteration 84Q (20770.940000 sec): 3 clusters
  Score: Raw -4637351.902955 + Penalty 11966.795495 = -4625385.107459
  nChanged 3
		SP:Iteration 85Q (20771.040000 sec): 3 clusters
  Score: Raw -4637352.726308 + Penalty 11966.795495 = -4625385.930813
  nChanged 3
		SP:Iteration 86Q (20771.140000 sec): 3 clusters
  Score: Raw -4637353.660397 + Penalty 11966.795495 = -4625386.864902
  nChanged 2
		SP:Iteration 87Q (20771.240000 sec): 3 clusters
  Score: Raw -4637354.113204 + Penalty 11966.795495 = -4625387.317709
  nChanged 1
		SP:Iteration 88Q (20771.340000 sec): 3 clusters
  Score: Raw -4637354.344940 + Penalty 11966.795495 = -4625387.549445
  nChanged 1
		SP:Iteration 89Q (20771.440000 sec): 3 clusters
  Score: Raw -4637354.552844 + Penalty 11966.795495 = -4625387.757348
  nChanged 1
		SP:Iteration 90Q (20771.540000 sec): 3 clusters
  Score: Raw -4637355.021134 + Penalty 11966.795495 = -4625388.225639
  nChanged 2
		SP:Iteration 91Q (20771.640000 sec): 3 clusters
  Score: Raw -4637355.371111 + Penalty 11966.795495 = -4625388.575615
  nChanged 0
		SP:Iteration 92F (20771.780000 sec): 3 clusters
  Score: Raw -4637355.371111 + Penalty 11966.795495 = -4625388.575615
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 53 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20771.800000 sec): 2 clusters
  Score: Raw -104895.359060 + Penalty 3680.398076 = -101214.960984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20771.800000 sec): 3 clusters
  Score: Raw -105529.365307 + Penalty 7360.796152 = -98168.569155
  nChanged 27
		SP:Iteration 1F (20771.800000 sec): 3 clusters
  Score: Raw -105662.472754 + Penalty 7360.796152 = -98301.676602
  nChanged 5
		SP:Iteration 2Q (20771.800000 sec): 3 clusters
  Score: Raw -105690.802670 + Penalty 7360.796152 = -98330.006518
  nChanged 1
		SP:Iteration 3Q (20771.810000 sec): 3 clusters
  Score: Raw -105696.378111 + Penalty 7360.796152 = -98335.581959
  nChanged 1
		SP:Iteration 4Q (20771.810000 sec): 3 clusters
  Score: Raw -105699.843091 + Penalty 7360.796152 = -98339.046938
  nChanged 0
		SP:Iteration 5F (20771.820000 sec): 3 clusters
  Score: Raw -105699.843091 + Penalty 7360.796152 = -98339.046938
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 54 (655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20771.820000 sec): 2 clusters
  Score: Raw -156353.276524 + Penalty 3971.839082 = -152381.437442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20771.830000 sec): 3 clusters
  Score: Raw -156870.413453 + Penalty 7943.678164 = -148926.735290
  nChanged 87
		SP:Iteration 1F (20771.840000 sec): 3 clusters
  Score: Raw -157188.834729 + Penalty 7943.678164 = -149245.156566
  nChanged 22
		SP:Iteration 2Q (20771.840000 sec): 3 clusters
  Score: Raw -157256.839931 + Penalty 7943.678164 = -149313.161767
  nChanged 7
		SP:Iteration 3Q (20771.840000 sec): 3 clusters
  Score: Raw -157270.148307 + Penalty 7943.678164 = -149326.470144
  nChanged 4
		SP:Iteration 4Q (20771.850000 sec): 3 clusters
  Score: Raw -157286.868060 + Penalty 7943.678164 = -149343.189896
  nChanged 3
		SP:Iteration 5Q (20771.850000 sec): 3 clusters
  Score: Raw -157295.367597 + Penalty 7943.678164 = -149351.689433
  nChanged 2
		SP:Iteration 6Q (20771.860000 sec): 3 clusters
  Score: Raw -157304.217819 + Penalty 7943.678164 = -149360.539656
  nChanged 0
		SP:Iteration 7F (20771.860000 sec): 3 clusters
  Score: Raw -157304.217819 + Penalty 7943.678164 = -149360.539656
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.66 GB.

 Trying to split cluster 55 (349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20771.870000 sec): 2 clusters
  Score: Raw -90778.443628 + Penalty 3586.231552 = -87192.212076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20771.880000 sec): 3 clusters
  Score: Raw -91370.471339 + Penalty 7172.463105 = -84198.008234
  nChanged 11
		SP:Iteration 1Q (20771.880000 sec): 3 clusters
  Score: Raw -91430.454613 + Penalty 7172.463105 = -84257.991508
  nChanged 1
		SP:Iteration 2Q (20771.880000 sec): 3 clusters
  Score: Raw -91434.220411 + Penalty 7172.463105 = -84261.757306
  nChanged 0
		SP:Iteration 3F (20771.880000 sec): 3 clusters
  Score: Raw -91434.220411 + Penalty 7172.463105 = -84261.757306
  nChanged 0
------ Evaluating fit on full set of 5979794 points ------
  Score: Raw -1567334901.320078 + Penalty 525656.269312 = -1566809245.050766
Time taken for this iteration:21598.260000 seconds.
 20->56 Clusters: Score -1566809245.050766, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 5.90 GB would take us to total of 23.59 GB.
------ Running on subset of 1993264 points ------
	SP: Assigned 21 initial classes randomly.
Iteration 0F (21808.000000 sec): 21 clusters
  Score: Raw -507430926.036039 + Penalty 177689.729662 = -507253236.306377
  nChanged 1891499
Iteration 1F (21919.840000 sec): 21 clusters
  Score: Raw -514472690.393912 + Penalty 177689.729662 = -514295000.664250
  nChanged 839747
Iteration 2F (22031.510000 sec): 21 clusters
  Score: Raw -517129466.226099 + Penalty 177689.729662 = -516951776.496437
  nChanged 578143
Iteration 3F (22143.200000 sec): 21 clusters
  Score: Raw -519090111.289880 + Penalty 177689.729662 = -518912421.560218
  nChanged 363669
Iteration 4F (22255.340000 sec): 21 clusters
  Score: Raw -519795182.793488 + Penalty 177689.729662 = -519617493.063826
  nChanged 237249
Iteration 5F (22366.320000 sec): 21 clusters
  Score: Raw -520336252.048870 + Penalty 177689.729662 = -520158562.319208
  nChanged 182709
Iteration 6F (22476.940000 sec): 21 clusters
  Score: Raw -520844748.897668 + Penalty 177689.729662 = -520667059.168006
  nChanged 155027
Iteration 7F (22587.130000 sec): 21 clusters
  Score: Raw -521038873.887772 + Penalty 177689.729662 = -520861184.158110
  nChanged 132176
Iteration 8F (22697.430000 sec): 21 clusters
  Score: Raw -521185900.573144 + Penalty 177689.729662 = -521008210.843482
  nChanged 113028
Iteration 9F (22808.080000 sec): 21 clusters
  Score: Raw -521312904.138981 + Penalty 177689.729662 = -521135214.409319
  nChanged 95013
Iteration 10Q (22839.750000 sec): 21 clusters
  Score: Raw -521386039.841453 + Penalty 177689.729662 = -521208350.111791
  nChanged 78608
Iteration 11Q (22869.830000 sec): 21 clusters
  Score: Raw -521435332.089732 + Penalty 177689.729662 = -521257642.360070
  nChanged 67146
Iteration 12Q (22899.150000 sec): 21 clusters
  Score: Raw -521474252.412017 + Penalty 177689.729662 = -521296562.682355
  nChanged 58746
Iteration 13Q (22927.880000 sec): 21 clusters
  Score: Raw -521505507.817530 + Penalty 177689.729662 = -521327818.087868
  nChanged 52771
Iteration 14Q (22956.140000 sec): 21 clusters
  Score: Raw -521532965.393853 + Penalty 177689.729662 = -521355275.664191
  nChanged 48234
Iteration 15Q (22983.990000 sec): 21 clusters
  Score: Raw -521556113.121737 + Penalty 177689.729662 = -521378423.392075
  nChanged 44102
Iteration 16Q (23011.450000 sec): 21 clusters
  Score: Raw -521574622.887331 + Penalty 177689.729662 = -521396933.157668
  nChanged 40508
Iteration 17Q (23038.530000 sec): 21 clusters
  Score: Raw -521590403.403252 + Penalty 177689.729662 = -521412713.673590
  nChanged 36384
Iteration 18Q (23065.280000 sec): 21 clusters
  Score: Raw -521603126.130000 + Penalty 177689.729662 = -521425436.400338
  nChanged 32184
Iteration 19Q (23091.720000 sec): 21 clusters
  Score: Raw -521613130.557528 + Penalty 177689.729662 = -521435440.827866
  nChanged 27753
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -521613130.557528 + Penalty 177689.729662 = -521435440.827866
Memory request: 0.17 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (57853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23092.450000 sec): 2 clusters
  Score: Raw -14583852.844327 + Penalty 6716.467111 = -14577136.377216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23092.900000 sec): 3 clusters
  Score: Raw -14550134.725589 + Penalty 13432.934222 = -14536701.791366
  nChanged 25764
		SP:Iteration 1F (23093.340000 sec): 3 clusters
  Score: Raw -14566066.171368 + Penalty 13432.934222 = -14552633.237145
  nChanged 4644
		SP:Iteration 2F (23093.790000 sec): 3 clusters
  Score: Raw -14570271.836287 + Penalty 13432.934222 = -14556838.902064
  nChanged 4741
		SP:Iteration 3F (23094.240000 sec): 3 clusters
  Score: Raw -14574636.495593 + Penalty 13432.934222 = -14561203.561371
  nChanged 4684
		SP:Iteration 4F (23094.680000 sec): 3 clusters
  Score: Raw -14578463.561652 + Penalty 13432.934222 = -14565030.627430
  nChanged 4098
		SP:Iteration 5F (23095.120000 sec): 3 clusters
  Score: Raw -14581498.825788 + Penalty 13432.934222 = -14568065.891566
  nChanged 3390
		SP:Iteration 6F (23095.570000 sec): 3 clusters
  Score: Raw -14583680.528281 + Penalty 13432.934222 = -14570247.594059
  nChanged 2677
		SP:Iteration 7Q (23096.000000 sec): 3 clusters
  Score: Raw -14585078.124442 + Penalty 13432.934222 = -14571645.190220
  nChanged 2148
		SP:Iteration 8Q (23096.430000 sec): 3 clusters
  Score: Raw -14586105.547743 + Penalty 13432.934222 = -14572672.613521
  nChanged 1892
		SP:Iteration 9Q (23096.870000 sec): 3 clusters
  Score: Raw -14587037.228884 + Penalty 13432.934222 = -14573604.294662
  nChanged 1823
		SP:Iteration 10Q (23097.290000 sec): 3 clusters
  Score: Raw -14588037.060682 + Penalty 13432.934222 = -14574604.126460
  nChanged 1856
		SP:Iteration 11Q (23097.730000 sec): 3 clusters
  Score: Raw -14589109.433096 + Penalty 13432.934222 = -14575676.498874
  nChanged 1781
		SP:Iteration 12Q (23098.150000 sec): 3 clusters
  Score: Raw -14590227.008083 + Penalty 13432.934222 = -14576794.073861
  nChanged 1742
		SP:Iteration 13Q (23098.580000 sec): 3 clusters
  Score: Raw -14591325.449839 + Penalty 13432.934222 = -14577892.515617
  nChanged 1587
		SP:Iteration 14Q (23099.020000 sec): 3 clusters
  Score: Raw -14592247.157711 + Penalty 13432.934222 = -14578814.223489
  nChanged 1262
		SP:Iteration 15Q (23099.440000 sec): 3 clusters
  Score: Raw -14592899.776454 + Penalty 13432.934222 = -14579466.842231
  nChanged 1020
		SP:Iteration 16Q (23099.870000 sec): 3 clusters
  Score: Raw -14593370.245672 + Penalty 13432.934222 = -14579937.311450
  nChanged 815
		SP:Iteration 17Q (23100.290000 sec): 3 clusters
  Score: Raw -14593700.513280 + Penalty 13432.934222 = -14580267.579058
  nChanged 627
		SP:Iteration 18Q (23100.710000 sec): 3 clusters
  Score: Raw -14593942.422793 + Penalty 13432.934222 = -14580509.488571
  nChanged 529
		SP:Iteration 19Q (23101.120000 sec): 3 clusters
  Score: Raw -14594151.596218 + Penalty 13432.934222 = -14580718.661996
  nChanged 493
		SP:Iteration 20F (23101.560000 sec): 3 clusters
  Score: Raw -14594375.026775 + Penalty 13432.934222 = -14580942.092552
  nChanged 454
		SP:Iteration 21Q (23101.970000 sec): 3 clusters
  Score: Raw -14594564.283714 + Penalty 13432.934222 = -14581131.349492
  nChanged 386
		SP:Iteration 22Q (23102.380000 sec): 3 clusters
  Score: Raw -14594725.912634 + Penalty 13432.934222 = -14581292.978412
  nChanged 338
		SP:Iteration 23Q (23102.780000 sec): 3 clusters
  Score: Raw -14594860.069722 + Penalty 13432.934222 = -14581427.135499
  nChanged 298
		SP:Iteration 24Q (23103.180000 sec): 3 clusters
  Score: Raw -14594959.358836 + Penalty 13432.934222 = -14581526.424614
  nChanged 249
		SP:Iteration 25Q (23103.570000 sec): 3 clusters
  Score: Raw -14595042.254118 + Penalty 13432.934222 = -14581609.319896
  nChanged 245
		SP:Iteration 26Q (23103.970000 sec): 3 clusters
  Score: Raw -14595117.681760 + Penalty 13432.934222 = -14581684.747538
  nChanged 201
		SP:Iteration 27Q (23104.360000 sec): 3 clusters
  Score: Raw -14595168.070756 + Penalty 13432.934222 = -14581735.136534
  nChanged 146
		SP:Iteration 28Q (23104.750000 sec): 3 clusters
  Score: Raw -14595207.717805 + Penalty 13432.934222 = -14581774.783583
  nChanged 137
		SP:Iteration 29Q (23105.130000 sec): 3 clusters
  Score: Raw -14595247.567560 + Penalty 13432.934222 = -14581814.633338
  nChanged 107
		SP:Iteration 30Q (23105.520000 sec): 3 clusters
  Score: Raw -14595276.000941 + Penalty 13432.934222 = -14581843.066719
  nChanged 116
		SP:Iteration 31Q (23105.900000 sec): 3 clusters
  Score: Raw -14595307.792735 + Penalty 13432.934222 = -14581874.858513
  nChanged 88
		SP:Iteration 32Q (23106.280000 sec): 3 clusters
  Score: Raw -14595326.255261 + Penalty 13432.934222 = -14581893.321039
  nChanged 70
		SP:Iteration 33Q (23106.660000 sec): 3 clusters
  Score: Raw -14595339.819791 + Penalty 13432.934222 = -14581906.885569
  nChanged 52
		SP:Iteration 34Q (23107.050000 sec): 3 clusters
  Score: Raw -14595348.836018 + Penalty 13432.934222 = -14581915.901795
  nChanged 42
		SP:Iteration 35Q (23107.430000 sec): 3 clusters
  Score: Raw -14595357.049191 + Penalty 13432.934222 = -14581924.114969
  nChanged 48
		SP:Iteration 36Q (23107.800000 sec): 3 clusters
  Score: Raw -14595367.604371 + Penalty 13432.934222 = -14581934.670148
  nChanged 51
		SP:Iteration 37Q (23108.190000 sec): 3 clusters
  Score: Raw -14595379.651867 + Penalty 13432.934222 = -14581946.717645
  nChanged 41
		SP:Iteration 38Q (23108.570000 sec): 3 clusters
  Score: Raw -14595388.099391 + Penalty 13432.934222 = -14581955.165169
  nChanged 41
		SP:Iteration 39Q (23108.950000 sec): 3 clusters
  Score: Raw -14595393.904620 + Penalty 13432.934222 = -14581960.970398
  nChanged 29
		SP:Iteration 40F (23109.400000 sec): 3 clusters
  Score: Raw -14595398.159065 + Penalty 13432.934222 = -14581965.224843
  nChanged 23
		SP:Iteration 41Q (23109.780000 sec): 3 clusters
  Score: Raw -14595401.252174 + Penalty 13432.934222 = -14581968.317952
  nChanged 13
		SP:Iteration 42Q (23110.160000 sec): 3 clusters
  Score: Raw -14595402.803801 + Penalty 13432.934222 = -14581969.869578
  nChanged 8
		SP:Iteration 43Q (23110.530000 sec): 3 clusters
  Score: Raw -14595403.794915 + Penalty 13432.934222 = -14581970.860693
  nChanged 9
		SP:Iteration 44Q (23110.910000 sec): 3 clusters
  Score: Raw -14595405.261395 + Penalty 13432.934222 = -14581972.327173
  nChanged 9
		SP:Iteration 45Q (23111.290000 sec): 3 clusters
  Score: Raw -14595406.318414 + Penalty 13432.934222 = -14581973.384192
  nChanged 9
		SP:Iteration 46Q (23111.670000 sec): 3 clusters
  Score: Raw -14595407.410326 + Penalty 13432.934222 = -14581974.476104
  nChanged 7
		SP:Iteration 47Q (23112.050000 sec): 3 clusters
  Score: Raw -14595408.110095 + Penalty 13432.934222 = -14581975.175873
  nChanged 6
		SP:Iteration 48Q (23112.430000 sec): 3 clusters
  Score: Raw -14595408.725260 + Penalty 13432.934222 = -14581975.791038
  nChanged 4
		SP:Iteration 49Q (23112.810000 sec): 3 clusters
  Score: Raw -14595409.171818 + Penalty 13432.934222 = -14581976.237596
  nChanged 2
		SP:Iteration 50Q (23113.190000 sec): 3 clusters
  Score: Raw -14595409.390677 + Penalty 13432.934222 = -14581976.456454
  nChanged 3
		SP:Iteration 51Q (23113.570000 sec): 3 clusters
  Score: Raw -14595409.994212 + Penalty 13432.934222 = -14581977.059990
  nChanged 3
		SP:Iteration 52Q (23113.940000 sec): 3 clusters
  Score: Raw -14595410.460895 + Penalty 13432.934222 = -14581977.526673
  nChanged 3
		SP:Iteration 53Q (23114.330000 sec): 3 clusters
  Score: Raw -14595411.011770 + Penalty 13432.934222 = -14581978.077548
  nChanged 6
		SP:Iteration 54Q (23114.710000 sec): 3 clusters
  Score: Raw -14595412.214818 + Penalty 13432.934222 = -14581979.280595
  nChanged 10
		SP:Iteration 55Q (23115.090000 sec): 3 clusters
  Score: Raw -14595413.906670 + Penalty 13432.934222 = -14581980.972447
  nChanged 5
		SP:Iteration 56Q (23115.470000 sec): 3 clusters
  Score: Raw -14595414.725873 + Penalty 13432.934222 = -14581981.791651
  nChanged 5
		SP:Iteration 57Q (23115.850000 sec): 3 clusters
  Score: Raw -14595415.818953 + Penalty 13432.934222 = -14581982.884731
  nChanged 5
		SP:Iteration 58Q (23116.230000 sec): 3 clusters
  Score: Raw -14595416.519765 + Penalty 13432.934222 = -14581983.585543
  nChanged 5
		SP:Iteration 59Q (23116.620000 sec): 3 clusters
  Score: Raw -14595417.501758 + Penalty 13432.934222 = -14581984.567536
  nChanged 9
		SP:Iteration 60F (23117.070000 sec): 3 clusters
  Score: Raw -14595418.604489 + Penalty 13432.934222 = -14581985.670266
  nChanged 5
		SP:Iteration 61Q (23117.460000 sec): 3 clusters
  Score: Raw -14595419.086476 + Penalty 13432.934222 = -14581986.152254
  nChanged 3
		SP:Iteration 62Q (23117.830000 sec): 3 clusters
  Score: Raw -14595419.471352 + Penalty 13432.934222 = -14581986.537130
  nChanged 5
		SP:Iteration 63Q (23118.210000 sec): 3 clusters
  Score: Raw -14595420.177207 + Penalty 13432.934222 = -14581987.242985
  nChanged 2
		SP:Iteration 64Q (23118.590000 sec): 3 clusters
  Score: Raw -14595420.399690 + Penalty 13432.934222 = -14581987.465468
  nChanged 1
		SP:Iteration 65Q (23118.970000 sec): 3 clusters
  Score: Raw -14595420.481364 + Penalty 13432.934222 = -14581987.547142
  nChanged 0
		SP:Iteration 66F (23119.420000 sec): 3 clusters
  Score: Raw -14595420.481364 + Penalty 13432.934222 = -14581987.547142
  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 23.77 GB.

 Trying to split cluster 2 (289175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23122.240000 sec): 2 clusters
  Score: Raw -76749111.881601 + Penalty 7702.057234 = -76741409.824368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23124.440000 sec): 3 clusters
  Score: Raw -76563476.522291 + Penalty 15404.114467 = -76548072.407823
  nChanged 137197
		SP:Iteration 1F (23126.640000 sec): 3 clusters
  Score: Raw -76643580.059935 + Penalty 15404.114467 = -76628175.945467
  nChanged 10335
		SP:Iteration 2Q (23128.870000 sec): 3 clusters
  Score: Raw -76647117.522854 + Penalty 15404.114467 = -76631713.408387
  nChanged 11891
		SP:Iteration 3Q (23131.090000 sec): 3 clusters
  Score: Raw -76652385.102290 + Penalty 15404.114467 = -76636980.987823
  nChanged 14300
		SP:Iteration 4Q (23133.310000 sec): 3 clusters
  Score: Raw -76660277.924343 + Penalty 15404.114467 = -76644873.809876
  nChanged 17188
		SP:Iteration 5F (23135.530000 sec): 3 clusters
  Score: Raw -76671846.569667 + Penalty 15404.114467 = -76656442.455200
  nChanged 19832
		SP:Iteration 6F (23137.730000 sec): 3 clusters
  Score: Raw -76687498.988174 + Penalty 15404.114467 = -76672094.873706
  nChanged 21567
		SP:Iteration 7F (23139.950000 sec): 3 clusters
  Score: Raw -76705670.551610 + Penalty 15404.114467 = -76690266.437143
  nChanged 21546
		SP:Iteration 8F (23142.150000 sec): 3 clusters
  Score: Raw -76722781.873633 + Penalty 15404.114467 = -76707377.759166
  nChanged 18572
		SP:Iteration 9F (23144.350000 sec): 3 clusters
  Score: Raw -76735929.987339 + Penalty 15404.114467 = -76720525.872872
  nChanged 14498
		SP:Iteration 10F (23146.560000 sec): 3 clusters
  Score: Raw -76744617.784148 + Penalty 15404.114467 = -76729213.669680
  nChanged 10499
		SP:Iteration 11Q (23148.680000 sec): 3 clusters
  Score: Raw -76749554.632332 + Penalty 15404.114467 = -76734150.517865
  nChanged 7708
		SP:Iteration 12Q (23150.780000 sec): 3 clusters
  Score: Raw -76752225.989057 + Penalty 15404.114467 = -76736821.874590
  nChanged 5470
		SP:Iteration 13Q (23152.880000 sec): 3 clusters
  Score: Raw -76753557.917007 + Penalty 15404.114467 = -76738153.802540
  nChanged 3755
		SP:Iteration 14Q (23154.970000 sec): 3 clusters
  Score: Raw -76754235.413330 + Penalty 15404.114467 = -76738831.298863
  nChanged 2803
		SP:Iteration 15Q (23157.060000 sec): 3 clusters
  Score: Raw -76754629.060128 + Penalty 15404.114467 = -76739224.945660
  nChanged 2065
		SP:Iteration 16Q (23159.130000 sec): 3 clusters
  Score: Raw -76754862.682510 + Penalty 15404.114467 = -76739458.568043
  nChanged 1580
		SP:Iteration 17Q (23161.210000 sec): 3 clusters
  Score: Raw -76755013.746328 + Penalty 15404.114467 = -76739609.631861
  nChanged 1193
		SP:Iteration 18Q (23163.280000 sec): 3 clusters
  Score: Raw -76755107.330261 + Penalty 15404.114467 = -76739703.215794
  nChanged 916
		SP:Iteration 19Q (23165.350000 sec): 3 clusters
  Score: Raw -76755167.908640 + Penalty 15404.114467 = -76739763.794173
  nChanged 739
		SP:Iteration 20F (23167.560000 sec): 3 clusters
  Score: Raw -76755212.736766 + Penalty 15404.114467 = -76739808.622299
  nChanged 632
		SP:Iteration 21Q (23169.640000 sec): 3 clusters
  Score: Raw -76755248.093056 + Penalty 15404.114467 = -76739843.978588
  nChanged 538
		SP:Iteration 22Q (23171.710000 sec): 3 clusters
  Score: Raw -76755274.422305 + Penalty 15404.114467 = -76739870.307837
  nChanged 448
		SP:Iteration 23Q (23173.790000 sec): 3 clusters
  Score: Raw -76755294.323721 + Penalty 15404.114467 = -76739890.209254
  nChanged 402
		SP:Iteration 24Q (23175.860000 sec): 3 clusters
  Score: Raw -76755311.570082 + Penalty 15404.114467 = -76739907.455615
  nChanged 364
		SP:Iteration 25Q (23177.940000 sec): 3 clusters
  Score: Raw -76755325.230825 + Penalty 15404.114467 = -76739921.116358
  nChanged 331
		SP:Iteration 26Q (23180.010000 sec): 3 clusters
  Score: Raw -76755335.788073 + Penalty 15404.114467 = -76739931.673606
  nChanged 267
		SP:Iteration 27Q (23182.090000 sec): 3 clusters
  Score: Raw -76755343.086488 + Penalty 15404.114467 = -76739938.972021
  nChanged 212
		SP:Iteration 28Q (23184.160000 sec): 3 clusters
  Score: Raw -76755349.387677 + Penalty 15404.114467 = -76739945.273209
  nChanged 201
		SP:Iteration 29Q (23186.240000 sec): 3 clusters
  Score: Raw -76755355.111826 + Penalty 15404.114467 = -76739950.997359
  nChanged 184
		SP:Iteration 30Q (23188.310000 sec): 3 clusters
  Score: Raw -76755359.664743 + Penalty 15404.114467 = -76739955.550275
  nChanged 145
		SP:Iteration 31Q (23190.380000 sec): 3 clusters
  Score: Raw -76755363.072787 + Penalty 15404.114467 = -76739958.958319
  nChanged 150
		SP:Iteration 32Q (23192.450000 sec): 3 clusters
  Score: Raw -76755366.137502 + Penalty 15404.114467 = -76739962.023035
  nChanged 123
		SP:Iteration 33Q (23194.530000 sec): 3 clusters
  Score: Raw -76755368.730966 + Penalty 15404.114467 = -76739964.616499
  nChanged 106
		SP:Iteration 34Q (23196.610000 sec): 3 clusters
  Score: Raw -76755370.689674 + Penalty 15404.114467 = -76739966.575207
  nChanged 93
		SP:Iteration 35Q (23198.680000 sec): 3 clusters
  Score: Raw -76755372.536893 + Penalty 15404.114467 = -76739968.422426
  nChanged 84
		SP:Iteration 36Q (23200.750000 sec): 3 clusters
  Score: Raw -76755374.049552 + Penalty 15404.114467 = -76739969.935085
  nChanged 77
		SP:Iteration 37Q (23202.820000 sec): 3 clusters
  Score: Raw -76755375.330657 + Penalty 15404.114467 = -76739971.216190
  nChanged 70
		SP:Iteration 38Q (23204.900000 sec): 3 clusters
  Score: Raw -76755376.541419 + Penalty 15404.114467 = -76739972.426952
  nChanged 74
		SP:Iteration 39Q (23206.970000 sec): 3 clusters
  Score: Raw -76755377.842968 + Penalty 15404.114467 = -76739973.728501
  nChanged 75
		SP:Iteration 40F (23209.180000 sec): 3 clusters
  Score: Raw -76755378.961896 + Penalty 15404.114467 = -76739974.847429
  nChanged 61
		SP:Iteration 41Q (23211.270000 sec): 3 clusters
  Score: Raw -76755379.977990 + Penalty 15404.114467 = -76739975.863523
  nChanged 53
		SP:Iteration 42Q (23213.360000 sec): 3 clusters
  Score: Raw -76755380.776493 + Penalty 15404.114467 = -76739976.662025
  nChanged 47
		SP:Iteration 43Q (23215.440000 sec): 3 clusters
  Score: Raw -76755381.568148 + Penalty 15404.114467 = -76739977.453681
  nChanged 36
		SP:Iteration 44Q (23217.510000 sec): 3 clusters
  Score: Raw -76755382.030440 + Penalty 15404.114467 = -76739977.915973
  nChanged 34
		SP:Iteration 45Q (23219.580000 sec): 3 clusters
  Score: Raw -76755382.481240 + Penalty 15404.114467 = -76739978.366773
  nChanged 32
		SP:Iteration 46Q (23221.660000 sec): 3 clusters
  Score: Raw -76755382.920185 + Penalty 15404.114467 = -76739978.805718
  nChanged 20
		SP:Iteration 47Q (23223.730000 sec): 3 clusters
  Score: Raw -76755383.149784 + Penalty 15404.114467 = -76739979.035317
  nChanged 22
		SP:Iteration 48Q (23225.810000 sec): 3 clusters
  Score: Raw -76755383.406251 + Penalty 15404.114467 = -76739979.291784
  nChanged 15
		SP:Iteration 49Q (23227.880000 sec): 3 clusters
  Score: Raw -76755383.625395 + Penalty 15404.114467 = -76739979.510928
  nChanged 24
		SP:Iteration 50Q (23229.970000 sec): 3 clusters
  Score: Raw -76755384.027697 + Penalty 15404.114467 = -76739979.913230
  nChanged 27
		SP:Iteration 51Q (23232.040000 sec): 3 clusters
  Score: Raw -76755384.398153 + Penalty 15404.114467 = -76739980.283686
  nChanged 22
		SP:Iteration 52Q (23234.120000 sec): 3 clusters
  Score: Raw -76755384.762669 + Penalty 15404.114467 = -76739980.648202
  nChanged 26
		SP:Iteration 53Q (23236.190000 sec): 3 clusters
  Score: Raw -76755385.170424 + Penalty 15404.114467 = -76739981.055957
  nChanged 28
		SP:Iteration 54Q (23238.270000 sec): 3 clusters
  Score: Raw -76755385.630229 + Penalty 15404.114467 = -76739981.515762
  nChanged 20
		SP:Iteration 55Q (23240.340000 sec): 3 clusters
  Score: Raw -76755385.928570 + Penalty 15404.114467 = -76739981.814103
  nChanged 21
		SP:Iteration 56Q (23242.410000 sec): 3 clusters
  Score: Raw -76755386.218719 + Penalty 15404.114467 = -76739982.104252
  nChanged 17
		SP:Iteration 57Q (23244.480000 sec): 3 clusters
  Score: Raw -76755386.464040 + Penalty 15404.114467 = -76739982.349573
  nChanged 22
		SP:Iteration 58Q (23246.560000 sec): 3 clusters
  Score: Raw -76755386.840046 + Penalty 15404.114467 = -76739982.725579
  nChanged 27
		SP:Iteration 59Q (23248.630000 sec): 3 clusters
  Score: Raw -76755387.213831 + Penalty 15404.114467 = -76739983.099364
  nChanged 22
		SP:Iteration 60F (23250.840000 sec): 3 clusters
  Score: Raw -76755387.465018 + Penalty 15404.114467 = -76739983.350551
  nChanged 12
		SP:Iteration 61Q (23252.900000 sec): 3 clusters
  Score: Raw -76755387.617023 + Penalty 15404.114467 = -76739983.502556
  nChanged 13
		SP:Iteration 62Q (23254.980000 sec): 3 clusters
  Score: Raw -76755387.763216 + Penalty 15404.114467 = -76739983.648749
  nChanged 12
		SP:Iteration 63Q (23257.050000 sec): 3 clusters
  Score: Raw -76755387.899099 + Penalty 15404.114467 = -76739983.784632
  nChanged 6
		SP:Iteration 64Q (23259.120000 sec): 3 clusters
  Score: Raw -76755387.970521 + Penalty 15404.114467 = -76739983.856054
  nChanged 5
		SP:Iteration 65Q (23261.200000 sec): 3 clusters
  Score: Raw -76755388.019707 + Penalty 15404.114467 = -76739983.905240
  nChanged 6
		SP:Iteration 66Q (23263.280000 sec): 3 clusters
  Score: Raw -76755388.090146 + Penalty 15404.114467 = -76739983.975679
  nChanged 5
		SP:Iteration 67Q (23265.350000 sec): 3 clusters
  Score: Raw -76755388.150464 + Penalty 15404.114467 = -76739984.035997
  nChanged 5
		SP:Iteration 68Q (23267.420000 sec): 3 clusters
  Score: Raw -76755388.195074 + Penalty 15404.114467 = -76739984.080607
  nChanged 3
		SP:Iteration 69Q (23269.490000 sec): 3 clusters
  Score: Raw -76755388.223764 + Penalty 15404.114467 = -76739984.109297
  nChanged 1
		SP:Iteration 70Q (23271.560000 sec): 3 clusters
  Score: Raw -76755388.239369 + Penalty 15404.114467 = -76739984.124902
  nChanged 2
		SP:Iteration 71Q (23273.640000 sec): 3 clusters
  Score: Raw -76755388.265489 + Penalty 15404.114467 = -76739984.151022
  nChanged 6
		SP:Iteration 72Q (23275.730000 sec): 3 clusters
  Score: Raw -76755388.321080 + Penalty 15404.114467 = -76739984.206613
  nChanged 7
		SP:Iteration 73Q (23277.820000 sec): 3 clusters
  Score: Raw -76755388.393598 + Penalty 15404.114467 = -76739984.279131
  nChanged 8
		SP:Iteration 74Q (23279.910000 sec): 3 clusters
  Score: Raw -76755388.482265 + Penalty 15404.114467 = -76739984.367798
  nChanged 8
		SP:Iteration 75Q (23282.000000 sec): 3 clusters
  Score: Raw -76755388.586000 + Penalty 15404.114467 = -76739984.471532
  nChanged 8
		SP:Iteration 76Q (23284.080000 sec): 3 clusters
  Score: Raw -76755388.662115 + Penalty 15404.114467 = -76739984.547648
  nChanged 6
		SP:Iteration 77Q (23286.170000 sec): 3 clusters
  Score: Raw -76755388.731718 + Penalty 15404.114467 = -76739984.617251
  nChanged 8
		SP:Iteration 78Q (23288.250000 sec): 3 clusters
  Score: Raw -76755388.860921 + Penalty 15404.114467 = -76739984.746454
  nChanged 11
		SP:Iteration 79Q (23290.320000 sec): 3 clusters
  Score: Raw -76755389.015687 + Penalty 15404.114467 = -76739984.901219
  nChanged 13
		SP:Iteration 80F (23292.520000 sec): 3 clusters
  Score: Raw -76755389.166687 + Penalty 15404.114467 = -76739985.052220
  nChanged 16
		SP:Iteration 81Q (23294.590000 sec): 3 clusters
  Score: Raw -76755389.401191 + Penalty 15404.114467 = -76739985.286724
  nChanged 22
		SP:Iteration 82Q (23296.670000 sec): 3 clusters
  Score: Raw -76755389.703102 + Penalty 15404.114467 = -76739985.588635
  nChanged 21
		SP:Iteration 83Q (23298.740000 sec): 3 clusters
  Score: Raw -76755389.972573 + Penalty 15404.114467 = -76739985.858106
  nChanged 19
		SP:Iteration 84Q (23300.810000 sec): 3 clusters
  Score: Raw -76755390.264460 + Penalty 15404.114467 = -76739986.149993
  nChanged 26
		SP:Iteration 85Q (23302.880000 sec): 3 clusters
  Score: Raw -76755390.664054 + Penalty 15404.114467 = -76739986.549587
  nChanged 24
		SP:Iteration 86Q (23304.950000 sec): 3 clusters
  Score: Raw -76755391.026827 + Penalty 15404.114467 = -76739986.912360
  nChanged 29
		SP:Iteration 87Q (23307.020000 sec): 3 clusters
  Score: Raw -76755391.500064 + Penalty 15404.114467 = -76739987.385597
  nChanged 38
		SP:Iteration 88Q (23309.100000 sec): 3 clusters
  Score: Raw -76755392.236250 + Penalty 15404.114467 = -76739988.121783
  nChanged 47
		SP:Iteration 89Q (23311.180000 sec): 3 clusters
  Score: Raw -76755393.174827 + Penalty 15404.114467 = -76739989.060359
  nChanged 50
		SP:Iteration 90Q (23313.260000 sec): 3 clusters
  Score: Raw -76755394.131057 + Penalty 15404.114467 = -76739990.016590
  nChanged 55
		SP:Iteration 91Q (23315.330000 sec): 3 clusters
  Score: Raw -76755395.025929 + Penalty 15404.114467 = -76739990.911462
  nChanged 53
		SP:Iteration 92Q (23317.400000 sec): 3 clusters
  Score: Raw -76755395.824301 + Penalty 15404.114467 = -76739991.709834
  nChanged 42
		SP:Iteration 93Q (23319.470000 sec): 3 clusters
  Score: Raw -76755396.457237 + Penalty 15404.114467 = -76739992.342770
  nChanged 42
		SP:Iteration 94Q (23321.540000 sec): 3 clusters
  Score: Raw -76755397.151638 + Penalty 15404.114467 = -76739993.037171
  nChanged 43
		SP:Iteration 95Q (23323.620000 sec): 3 clusters
  Score: Raw -76755397.940902 + Penalty 15404.114467 = -76739993.826435
  nChanged 55
		SP:Iteration 96Q (23325.690000 sec): 3 clusters
  Score: Raw -76755398.842232 + Penalty 15404.114467 = -76739994.727765
  nChanged 53
		SP:Iteration 97Q (23327.760000 sec): 3 clusters
  Score: Raw -76755399.618053 + Penalty 15404.114467 = -76739995.503586
  nChanged 37
		SP:Iteration 98Q (23329.830000 sec): 3 clusters
  Score: Raw -76755400.180897 + Penalty 15404.114467 = -76739996.066430
  nChanged 48
		SP:Iteration 99Q (23331.910000 sec): 3 clusters
  Score: Raw -76755400.858795 + Penalty 15404.114467 = -76739996.744328
  nChanged 42
		SP:Iteration 100F (23334.110000 sec): 3 clusters
  Score: Raw -76755401.508132 + Penalty 15404.114467 = -76739997.393665
  nChanged 53
		SP:Iteration 101Q (23336.180000 sec): 3 clusters
  Score: Raw -76755402.393854 + Penalty 15404.114467 = -76739998.279387
  nChanged 40
		SP:Iteration 102Q (23338.260000 sec): 3 clusters
  Score: Raw -76755402.957993 + Penalty 15404.114467 = -76739998.843526
  nChanged 28
		SP:Iteration 103Q (23340.330000 sec): 3 clusters
  Score: Raw -76755403.321468 + Penalty 15404.114467 = -76739999.207001
  nChanged 22
		SP:Iteration 104Q (23342.410000 sec): 3 clusters
  Score: Raw -76755403.626737 + Penalty 15404.114467 = -76739999.512269
  nChanged 24
		SP:Iteration 105Q (23344.490000 sec): 3 clusters
  Score: Raw -76755403.954011 + Penalty 15404.114467 = -76739999.839544
  nChanged 25
		SP:Iteration 106Q (23346.570000 sec): 3 clusters
  Score: Raw -76755404.327891 + Penalty 15404.114467 = -76740000.213424
  nChanged 18
		SP:Iteration 107Q (23348.660000 sec): 3 clusters
  Score: Raw -76755404.575070 + Penalty 15404.114467 = -76740000.460602
  nChanged 19
		SP:Iteration 108Q (23350.740000 sec): 3 clusters
  Score: Raw -76755404.817349 + Penalty 15404.114467 = -76740000.702882
  nChanged 18
		SP:Iteration 109Q (23352.830000 sec): 3 clusters
  Score: Raw -76755405.098593 + Penalty 15404.114467 = -76740000.984125
  nChanged 23
		SP:Iteration 110Q (23354.920000 sec): 3 clusters
  Score: Raw -76755405.395771 + Penalty 15404.114467 = -76740001.281304
  nChanged 23
		SP:Iteration 111Q (23357.010000 sec): 3 clusters
  Score: Raw -76755405.640444 + Penalty 15404.114467 = -76740001.525977
  nChanged 25
		SP:Iteration 112Q (23359.110000 sec): 3 clusters
  Score: Raw -76755405.887811 + Penalty 15404.114467 = -76740001.773344
  nChanged 23
		SP:Iteration 113Q (23361.200000 sec): 3 clusters
  Score: Raw -76755406.208865 + Penalty 15404.114467 = -76740002.094398
  nChanged 21
		SP:Iteration 114Q (23363.290000 sec): 3 clusters
  Score: Raw -76755406.483472 + Penalty 15404.114467 = -76740002.369005
  nChanged 17
		SP:Iteration 115Q (23365.380000 sec): 3 clusters
  Score: Raw -76755406.713089 + Penalty 15404.114467 = -76740002.598622
  nChanged 16
		SP:Iteration 116Q (23367.450000 sec): 3 clusters
  Score: Raw -76755406.963712 + Penalty 15404.114467 = -76740002.849244
  nChanged 17
		SP:Iteration 117Q (23369.530000 sec): 3 clusters
  Score: Raw -76755407.187669 + Penalty 15404.114467 = -76740003.073201
  nChanged 12
		SP:Iteration 118Q (23371.610000 sec): 3 clusters
  Score: Raw -76755407.332805 + Penalty 15404.114467 = -76740003.218337
  nChanged 23
		SP:Iteration 119Q (23373.690000 sec): 3 clusters
  Score: Raw -76755407.637577 + Penalty 15404.114467 = -76740003.523110
  nChanged 28
		SP:Iteration 120F (23375.890000 sec): 3 clusters
  Score: Raw -76755407.982337 + Penalty 15404.114467 = -76740003.867870
  nChanged 16
		SP:Iteration 121Q (23377.960000 sec): 3 clusters
  Score: Raw -76755408.208116 + Penalty 15404.114467 = -76740004.093649
  nChanged 19
		SP:Iteration 122Q (23380.050000 sec): 3 clusters
  Score: Raw -76755408.471083 + Penalty 15404.114467 = -76740004.356616
  nChanged 19
		SP:Iteration 123Q (23382.120000 sec): 3 clusters
  Score: Raw -76755408.766310 + Penalty 15404.114467 = -76740004.651843
  nChanged 24
		SP:Iteration 124Q (23384.200000 sec): 3 clusters
  Score: Raw -76755409.166542 + Penalty 15404.114467 = -76740005.052075
  nChanged 22
		SP:Iteration 125Q (23386.280000 sec): 3 clusters
  Score: Raw -76755409.552816 + Penalty 15404.114467 = -76740005.438348
  nChanged 36
		SP:Iteration 126Q (23388.360000 sec): 3 clusters
  Score: Raw -76755410.135241 + Penalty 15404.114467 = -76740006.020773
  nChanged 25
		SP:Iteration 127Q (23390.440000 sec): 3 clusters
  Score: Raw -76755410.555301 + Penalty 15404.114467 = -76740006.440833
  nChanged 32
		SP:Iteration 128Q (23392.510000 sec): 3 clusters
  Score: Raw -76755410.974222 + Penalty 15404.114467 = -76740006.859754
  nChanged 26
		SP:Iteration 129Q (23394.600000 sec): 3 clusters
  Score: Raw -76755411.338212 + Penalty 15404.114467 = -76740007.223744
  nChanged 28
		SP:Iteration 130Q (23396.660000 sec): 3 clusters
  Score: Raw -76755411.714743 + Penalty 15404.114467 = -76740007.600276
  nChanged 22
		SP:Iteration 131Q (23398.740000 sec): 3 clusters
  Score: Raw -76755411.980685 + Penalty 15404.114467 = -76740007.866218
  nChanged 22
		SP:Iteration 132Q (23400.820000 sec): 3 clusters
  Score: Raw -76755412.183939 + Penalty 15404.114467 = -76740008.069472
  nChanged 16
		SP:Iteration 133Q (23402.900000 sec): 3 clusters
  Score: Raw -76755412.420487 + Penalty 15404.114467 = -76740008.306019
  nChanged 10
		SP:Iteration 134Q (23404.980000 sec): 3 clusters
  Score: Raw -76755412.552068 + Penalty 15404.114467 = -76740008.437601
  nChanged 9
		SP:Iteration 135Q (23407.060000 sec): 3 clusters
  Score: Raw -76755412.643876 + Penalty 15404.114467 = -76740008.529408
  nChanged 5
		SP:Iteration 136Q (23409.130000 sec): 3 clusters
  Score: Raw -76755412.691203 + Penalty 15404.114467 = -76740008.576736
  nChanged 7
		SP:Iteration 137Q (23411.220000 sec): 3 clusters
  Score: Raw -76755412.772816 + Penalty 15404.114467 = -76740008.658349
  nChanged 13
		SP:Iteration 138Q (23413.300000 sec): 3 clusters
  Score: Raw -76755412.925590 + Penalty 15404.114467 = -76740008.811123
  nChanged 12
		SP:Iteration 139Q (23415.380000 sec): 3 clusters
  Score: Raw -76755413.059761 + Penalty 15404.114467 = -76740008.945294
  nChanged 14
		SP:Iteration 140F (23417.590000 sec): 3 clusters
  Score: Raw -76755413.231494 + Penalty 15404.114467 = -76740009.117027
  nChanged 12
		SP:Iteration 141Q (23419.670000 sec): 3 clusters
  Score: Raw -76755413.399541 + Penalty 15404.114467 = -76740009.285074
  nChanged 16
		SP:Iteration 142Q (23421.740000 sec): 3 clusters
  Score: Raw -76755413.589725 + Penalty 15404.114467 = -76740009.475258
  nChanged 13
		SP:Iteration 143Q (23423.810000 sec): 3 clusters
  Score: Raw -76755413.822271 + Penalty 15404.114467 = -76740009.707804
  nChanged 24
		SP:Iteration 144Q (23425.880000 sec): 3 clusters
  Score: Raw -76755414.202495 + Penalty 15404.114467 = -76740010.088027
  nChanged 24
		SP:Iteration 145Q (23427.950000 sec): 3 clusters
  Score: Raw -76755414.595663 + Penalty 15404.114467 = -76740010.481196
  nChanged 30
		SP:Iteration 146Q (23430.020000 sec): 3 clusters
  Score: Raw -76755415.059283 + Penalty 15404.114467 = -76740010.944816
  nChanged 35
		SP:Iteration 147Q (23432.090000 sec): 3 clusters
  Score: Raw -76755415.595207 + Penalty 15404.114467 = -76740011.480740
  nChanged 40
		SP:Iteration 148Q (23434.160000 sec): 3 clusters
  Score: Raw -76755416.369191 + Penalty 15404.114467 = -76740012.254724
  nChanged 45
		SP:Iteration 149Q (23436.230000 sec): 3 clusters
  Score: Raw -76755417.089841 + Penalty 15404.114467 = -76740012.975374
  nChanged 57
		SP:Iteration 150Q (23438.310000 sec): 3 clusters
  Score: Raw -76755417.923448 + Penalty 15404.114467 = -76740013.808981
  nChanged 45
		SP:Iteration 151Q (23440.380000 sec): 3 clusters
  Score: Raw -76755418.628360 + Penalty 15404.114467 = -76740014.513893
  nChanged 46
		SP:Iteration 152Q (23442.450000 sec): 3 clusters
  Score: Raw -76755419.309738 + Penalty 15404.114467 = -76740015.195271
  nChanged 53
		SP:Iteration 153Q (23444.530000 sec): 3 clusters
  Score: Raw -76755420.130453 + Penalty 15404.114467 = -76740016.015986
  nChanged 58
		SP:Iteration 154Q (23446.610000 sec): 3 clusters
  Score: Raw -76755421.169976 + Penalty 15404.114467 = -76740017.055508
  nChanged 46
		SP:Iteration 155Q (23448.720000 sec): 3 clusters
  Score: Raw -76755421.914094 + Penalty 15404.114467 = -76740017.799627
  nChanged 44
		SP:Iteration 156Q (23450.800000 sec): 3 clusters
  Score: Raw -76755422.732075 + Penalty 15404.114467 = -76740018.617608
  nChanged 48
		SP:Iteration 157Q (23452.870000 sec): 3 clusters
  Score: Raw -76755423.517242 + Penalty 15404.114467 = -76740019.402775
  nChanged 54
		SP:Iteration 158Q (23454.960000 sec): 3 clusters
  Score: Raw -76755424.362695 + Penalty 15404.114467 = -76740020.248228
  nChanged 54
		SP:Iteration 159Q (23457.040000 sec): 3 clusters
  Score: Raw -76755425.117997 + Penalty 15404.114467 = -76740021.003530
  nChanged 40
		SP:Iteration 160F (23459.250000 sec): 3 clusters
  Score: Raw -76755425.705897 + Penalty 15404.114467 = -76740021.591429
  nChanged 37
		SP:Iteration 161Q (23461.320000 sec): 3 clusters
  Score: Raw -76755426.310653 + Penalty 15404.114467 = -76740022.196186
  nChanged 49
		SP:Iteration 162Q (23463.400000 sec): 3 clusters
  Score: Raw -76755427.016805 + Penalty 15404.114467 = -76740022.902338
  nChanged 43
		SP:Iteration 163Q (23465.480000 sec): 3 clusters
  Score: Raw -76755427.623252 + Penalty 15404.114467 = -76740023.508785
  nChanged 32
		SP:Iteration 164Q (23467.540000 sec): 3 clusters
  Score: Raw -76755428.144722 + Penalty 15404.114467 = -76740024.030255
  nChanged 47
		SP:Iteration 165Q (23469.620000 sec): 3 clusters
  Score: Raw -76755428.825805 + Penalty 15404.114467 = -76740024.711338
  nChanged 36
		SP:Iteration 166Q (23471.690000 sec): 3 clusters
  Score: Raw -76755429.395303 + Penalty 15404.114467 = -76740025.280836
  nChanged 34
		SP:Iteration 167Q (23473.760000 sec): 3 clusters
  Score: Raw -76755429.828303 + Penalty 15404.114467 = -76740025.713836
  nChanged 33
		SP:Iteration 168Q (23475.830000 sec): 3 clusters
  Score: Raw -76755430.272881 + Penalty 15404.114467 = -76740026.158414
  nChanged 36
		SP:Iteration 169Q (23477.890000 sec): 3 clusters
  Score: Raw -76755430.754044 + Penalty 15404.114467 = -76740026.639577
  nChanged 30
		SP:Iteration 170Q (23479.970000 sec): 3 clusters
  Score: Raw -76755431.188457 + Penalty 15404.114467 = -76740027.073990
  nChanged 31
		SP:Iteration 171Q (23482.060000 sec): 3 clusters
  Score: Raw -76755431.589282 + Penalty 15404.114467 = -76740027.474815
  nChanged 26
		SP:Iteration 172Q (23484.160000 sec): 3 clusters
  Score: Raw -76755431.916801 + Penalty 15404.114467 = -76740027.802334
  nChanged 29
		SP:Iteration 173Q (23486.270000 sec): 3 clusters
  Score: Raw -76755432.277268 + Penalty 15404.114467 = -76740028.162801
  nChanged 28
		SP:Iteration 174Q (23488.380000 sec): 3 clusters
  Score: Raw -76755432.606395 + Penalty 15404.114467 = -76740028.491928
  nChanged 28
		SP:Iteration 175Q (23490.470000 sec): 3 clusters
  Score: Raw -76755432.922809 + Penalty 15404.114467 = -76740028.808341
  nChanged 23
		SP:Iteration 176Q (23492.550000 sec): 3 clusters
  Score: Raw -76755433.245002 + Penalty 15404.114467 = -76740029.130535
  nChanged 26
		SP:Iteration 177Q (23494.630000 sec): 3 clusters
  Score: Raw -76755433.615492 + Penalty 15404.114467 = -76740029.501025
  nChanged 28
		SP:Iteration 178Q (23496.700000 sec): 3 clusters
  Score: Raw -76755433.976246 + Penalty 15404.114467 = -76740029.861779
  nChanged 29
		SP:Iteration 179Q (23498.780000 sec): 3 clusters
  Score: Raw -76755434.319679 + Penalty 15404.114467 = -76740030.205211
  nChanged 28
		SP:Iteration 180F (23500.990000 sec): 3 clusters
  Score: Raw -76755434.641776 + Penalty 15404.114467 = -76740030.527309
  nChanged 28
		SP:Iteration 181Q (23503.080000 sec): 3 clusters
  Score: Raw -76755434.978047 + Penalty 15404.114467 = -76740030.863580
  nChanged 18
		SP:Iteration 182Q (23505.170000 sec): 3 clusters
  Score: Raw -76755435.253848 + Penalty 15404.114467 = -76740031.139381
  nChanged 17
		SP:Iteration 183Q (23507.250000 sec): 3 clusters
  Score: Raw -76755435.454388 + Penalty 15404.114467 = -76740031.339921
  nChanged 18
		SP:Iteration 184Q (23509.330000 sec): 3 clusters
  Score: Raw -76755435.693938 + Penalty 15404.114467 = -76740031.579471
  nChanged 28
		SP:Iteration 185Q (23511.400000 sec): 3 clusters
  Score: Raw -76755436.060351 + Penalty 15404.114467 = -76740031.945883
  nChanged 28
		SP:Iteration 186Q (23513.480000 sec): 3 clusters
  Score: Raw -76755436.450457 + Penalty 15404.114467 = -76740032.335990
  nChanged 36
		SP:Iteration 187Q (23515.550000 sec): 3 clusters
  Score: Raw -76755436.923749 + Penalty 15404.114467 = -76740032.809282
  nChanged 28
		SP:Iteration 188Q (23517.620000 sec): 3 clusters
  Score: Raw -76755437.206991 + Penalty 15404.114467 = -76740033.092524
  nChanged 22
		SP:Iteration 189Q (23519.700000 sec): 3 clusters
  Score: Raw -76755437.450854 + Penalty 15404.114467 = -76740033.336386
  nChanged 14
		SP:Iteration 190Q (23521.780000 sec): 3 clusters
  Score: Raw -76755437.611544 + Penalty 15404.114467 = -76740033.497077
  nChanged 16
		SP:Iteration 191Q (23523.860000 sec): 3 clusters
  Score: Raw -76755437.855312 + Penalty 15404.114467 = -76740033.740844
  nChanged 23
		SP:Iteration 192Q (23525.930000 sec): 3 clusters
  Score: Raw -76755438.133903 + Penalty 15404.114467 = -76740034.019435
  nChanged 17
		SP:Iteration 193Q (23528.010000 sec): 3 clusters
  Score: Raw -76755438.340251 + Penalty 15404.114467 = -76740034.225784
  nChanged 19
		SP:Iteration 194Q (23530.090000 sec): 3 clusters
  Score: Raw -76755438.612356 + Penalty 15404.114467 = -76740034.497889
  nChanged 20
		SP:Iteration 195Q (23532.160000 sec): 3 clusters
  Score: Raw -76755438.926813 + Penalty 15404.114467 = -76740034.812346
  nChanged 18
		SP:Iteration 196Q (23534.240000 sec): 3 clusters
  Score: Raw -76755439.215114 + Penalty 15404.114467 = -76740035.100647
  nChanged 21
		SP:Iteration 197Q (23536.310000 sec): 3 clusters
  Score: Raw -76755439.492719 + Penalty 15404.114467 = -76740035.378251
  nChanged 24
		SP:Iteration 198Q (23538.390000 sec): 3 clusters
  Score: Raw -76755439.789299 + Penalty 15404.114467 = -76740035.674832
  nChanged 21
		SP:Iteration 199Q (23540.490000 sec): 3 clusters
  Score: Raw -76755440.073398 + Penalty 15404.114467 = -76740035.958931
  nChanged 19
		SP:Iteration 200F (23542.690000 sec): 3 clusters
  Score: Raw -76755440.343949 + Penalty 15404.114467 = -76740036.229481
  nChanged 13
		SP:Iteration 201Q (23544.760000 sec): 3 clusters
  Score: Raw -76755440.522499 + Penalty 15404.114467 = -76740036.408032
  nChanged 16
		SP:Iteration 202Q (23546.830000 sec): 3 clusters
  Score: Raw -76755440.757753 + Penalty 15404.114467 = -76740036.643285
  nChanged 13
		SP:Iteration 203Q (23548.910000 sec): 3 clusters
  Score: Raw -76755440.960842 + Penalty 15404.114467 = -76740036.846375
  nChanged 15
		SP:Iteration 204Q (23550.980000 sec): 3 clusters
  Score: Raw -76755441.158784 + Penalty 15404.114467 = -76740037.044317
  nChanged 8
		SP:Iteration 205Q (23553.050000 sec): 3 clusters
  Score: Raw -76755441.245277 + Penalty 15404.114467 = -76740037.130810
  nChanged 9
		SP:Iteration 206Q (23555.130000 sec): 3 clusters
  Score: Raw -76755441.353637 + Penalty 15404.114467 = -76740037.239170
  nChanged 10
		SP:Iteration 207Q (23557.220000 sec): 3 clusters
  Score: Raw -76755441.448870 + Penalty 15404.114467 = -76740037.334403
  nChanged 10
		SP:Iteration 208Q (23559.310000 sec): 3 clusters
  Score: Raw -76755441.550305 + Penalty 15404.114467 = -76740037.435838
  nChanged 9
		SP:Iteration 209Q (23561.400000 sec): 3 clusters
  Score: Raw -76755441.642882 + Penalty 15404.114467 = -76740037.528415
  nChanged 8
		SP:Iteration 210Q (23563.480000 sec): 3 clusters
  Score: Raw -76755441.730220 + Penalty 15404.114467 = -76740037.615753
  nChanged 7
		SP:Iteration 211Q (23565.560000 sec): 3 clusters
  Score: Raw -76755441.789824 + Penalty 15404.114467 = -76740037.675357
  nChanged 4
		SP:Iteration 212Q (23567.640000 sec): 3 clusters
  Score: Raw -76755441.830348 + Penalty 15404.114467 = -76740037.715881
  nChanged 5
		SP:Iteration 213Q (23569.700000 sec): 3 clusters
  Score: Raw -76755441.873722 + Penalty 15404.114467 = -76740037.759255
  nChanged 0
		SP:Iteration 214F (23571.910000 sec): 3 clusters
  Score: Raw -76755441.873722 + Penalty 15404.114467 = -76740037.759255
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (130064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23572.790000 sec): 2 clusters
  Score: Raw -34536520.998900 + Penalty 7212.666424 = -34529308.332476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23573.780000 sec): 3 clusters
  Score: Raw -34455994.936319 + Penalty 14425.332847 = -34441569.603472
  nChanged 59993
		SP:Iteration 1F (23574.770000 sec): 3 clusters
  Score: Raw -34489634.968278 + Penalty 14425.332847 = -34475209.635431
  nChanged 5944
		SP:Iteration 2Q (23575.760000 sec): 3 clusters
  Score: Raw -34492718.817537 + Penalty 14425.332847 = -34478293.484690
  nChanged 8117
		SP:Iteration 3F (23576.760000 sec): 3 clusters
  Score: Raw -34500531.689311 + Penalty 14425.332847 = -34486106.356463
  nChanged 12570
		SP:Iteration 4F (23577.750000 sec): 3 clusters
  Score: Raw -34519260.937232 + Penalty 14425.332847 = -34504835.604385
  nChanged 16063
		SP:Iteration 5F (23578.740000 sec): 3 clusters
  Score: Raw -34542578.762263 + Penalty 14425.332847 = -34528153.429416
  nChanged 12930
		SP:Iteration 6F (23579.740000 sec): 3 clusters
  Score: Raw -34553932.967345 + Penalty 14425.332847 = -34539507.634498
  nChanged 7188
		SP:Iteration 7F (23580.720000 sec): 3 clusters
  Score: Raw -34557961.630793 + Penalty 14425.332847 = -34543536.297946
  nChanged 3897
		SP:Iteration 8Q (23581.660000 sec): 3 clusters
  Score: Raw -34559834.402721 + Penalty 14425.332847 = -34545409.069874
  nChanged 2593
		SP:Iteration 9Q (23582.610000 sec): 3 clusters
  Score: Raw -34561157.557701 + Penalty 14425.332847 = -34546732.224854
  nChanged 2103
		SP:Iteration 10Q (23583.550000 sec): 3 clusters
  Score: Raw -34562253.111890 + Penalty 14425.332847 = -34547827.779043
  nChanged 1900
		SP:Iteration 11Q (23584.480000 sec): 3 clusters
  Score: Raw -34563150.958069 + Penalty 14425.332847 = -34548725.625222
  nChanged 1636
		SP:Iteration 12Q (23585.400000 sec): 3 clusters
  Score: Raw -34563829.675606 + Penalty 14425.332847 = -34549404.342758
  nChanged 1485
		SP:Iteration 13Q (23586.310000 sec): 3 clusters
  Score: Raw -34564362.587439 + Penalty 14425.332847 = -34549937.254591
  nChanged 1262
		SP:Iteration 14Q (23587.210000 sec): 3 clusters
  Score: Raw -34564773.277119 + Penalty 14425.332847 = -34550347.944272
  nChanged 1081
		SP:Iteration 15Q (23588.110000 sec): 3 clusters
  Score: Raw -34565091.374009 + Penalty 14425.332847 = -34550666.041162
  nChanged 890
		SP:Iteration 16Q (23588.990000 sec): 3 clusters
  Score: Raw -34565311.271498 + Penalty 14425.332847 = -34550885.938651
  nChanged 665
		SP:Iteration 17Q (23589.870000 sec): 3 clusters
  Score: Raw -34565450.237149 + Penalty 14425.332847 = -34551024.904302
  nChanged 563
		SP:Iteration 18Q (23590.740000 sec): 3 clusters
  Score: Raw -34565551.508053 + Penalty 14425.332847 = -34551126.175206
  nChanged 451
		SP:Iteration 19Q (23591.600000 sec): 3 clusters
  Score: Raw -34565617.160844 + Penalty 14425.332847 = -34551191.827997
  nChanged 376
		SP:Iteration 20F (23592.590000 sec): 3 clusters
  Score: Raw -34565662.803143 + Penalty 14425.332847 = -34551237.470295
  nChanged 269
		SP:Iteration 21Q (23593.470000 sec): 3 clusters
  Score: Raw -34565691.754244 + Penalty 14425.332847 = -34551266.421397
  nChanged 222
		SP:Iteration 22Q (23594.360000 sec): 3 clusters
  Score: Raw -34565713.023437 + Penalty 14425.332847 = -34551287.690590
  nChanged 178
		SP:Iteration 23Q (23595.230000 sec): 3 clusters
  Score: Raw -34565727.311042 + Penalty 14425.332847 = -34551301.978195
  nChanged 130
		SP:Iteration 24Q (23596.090000 sec): 3 clusters
  Score: Raw -34565737.086145 + Penalty 14425.332847 = -34551311.753298
  nChanged 106
		SP:Iteration 25Q (23596.950000 sec): 3 clusters
  Score: Raw -34565743.911715 + Penalty 14425.332847 = -34551318.578868
  nChanged 73
		SP:Iteration 26Q (23597.810000 sec): 3 clusters
  Score: Raw -34565748.359596 + Penalty 14425.332847 = -34551323.026749
  nChanged 62
		SP:Iteration 27Q (23598.670000 sec): 3 clusters
  Score: Raw -34565751.348225 + Penalty 14425.332847 = -34551326.015378
  nChanged 32
		SP:Iteration 28Q (23599.530000 sec): 3 clusters
  Score: Raw -34565753.058475 + Penalty 14425.332847 = -34551327.725628
  nChanged 34
		SP:Iteration 29Q (23600.390000 sec): 3 clusters
  Score: Raw -34565754.398267 + Penalty 14425.332847 = -34551329.065420
  nChanged 23
		SP:Iteration 30Q (23601.250000 sec): 3 clusters
  Score: Raw -34565755.262036 + Penalty 14425.332847 = -34551329.929189
  nChanged 17
		SP:Iteration 31Q (23602.110000 sec): 3 clusters
  Score: Raw -34565755.758229 + Penalty 14425.332847 = -34551330.425381
  nChanged 10
		SP:Iteration 32Q (23602.970000 sec): 3 clusters
  Score: Raw -34565756.140547 + Penalty 14425.332847 = -34551330.807700
  nChanged 12
		SP:Iteration 33Q (23603.830000 sec): 3 clusters
  Score: Raw -34565756.590724 + Penalty 14425.332847 = -34551331.257877
  nChanged 11
		SP:Iteration 34Q (23604.690000 sec): 3 clusters
  Score: Raw -34565757.072153 + Penalty 14425.332847 = -34551331.739306
  nChanged 14
		SP:Iteration 35Q (23605.550000 sec): 3 clusters
  Score: Raw -34565757.546802 + Penalty 14425.332847 = -34551332.213955
  nChanged 7
		SP:Iteration 36Q (23606.410000 sec): 3 clusters
  Score: Raw -34565757.830390 + Penalty 14425.332847 = -34551332.497543
  nChanged 9
		SP:Iteration 37Q (23607.270000 sec): 3 clusters
  Score: Raw -34565758.242573 + Penalty 14425.332847 = -34551332.909726
  nChanged 7
		SP:Iteration 38Q (23608.130000 sec): 3 clusters
  Score: Raw -34565758.556842 + Penalty 14425.332847 = -34551333.223995
  nChanged 9
		SP:Iteration 39Q (23608.990000 sec): 3 clusters
  Score: Raw -34565758.935286 + Penalty 14425.332847 = -34551333.602439
  nChanged 4
		SP:Iteration 40F (23609.970000 sec): 3 clusters
  Score: Raw -34565759.111287 + Penalty 14425.332847 = -34551333.778440
  nChanged 4
		SP:Iteration 41Q (23610.830000 sec): 3 clusters
  Score: Raw -34565759.285458 + Penalty 14425.332847 = -34551333.952611
  nChanged 3
		SP:Iteration 42Q (23611.700000 sec): 3 clusters
  Score: Raw -34565759.448118 + Penalty 14425.332847 = -34551334.115270
  nChanged 7
		SP:Iteration 43Q (23612.560000 sec): 3 clusters
  Score: Raw -34565759.712414 + Penalty 14425.332847 = -34551334.379567
  nChanged 7
		SP:Iteration 44Q (23613.420000 sec): 3 clusters
  Score: Raw -34565759.926965 + Penalty 14425.332847 = -34551334.594118
  nChanged 5
		SP:Iteration 45Q (23614.280000 sec): 3 clusters
  Score: Raw -34565760.147338 + Penalty 14425.332847 = -34551334.814491
  nChanged 3
		SP:Iteration 46Q (23615.140000 sec): 3 clusters
  Score: Raw -34565760.245241 + Penalty 14425.332847 = -34551334.912394
  nChanged 4
		SP:Iteration 47Q (23616.000000 sec): 3 clusters
  Score: Raw -34565760.353792 + Penalty 14425.332847 = -34551335.020945
  nChanged 2
		SP:Iteration 48Q (23616.860000 sec): 3 clusters
  Score: Raw -34565760.418560 + Penalty 14425.332847 = -34551335.085713
  nChanged 1
		SP:Iteration 49Q (23617.720000 sec): 3 clusters
  Score: Raw -34565760.446433 + Penalty 14425.332847 = -34551335.113586
  nChanged 2
		SP:Iteration 50Q (23618.570000 sec): 3 clusters
  Score: Raw -34565760.510193 + Penalty 14425.332847 = -34551335.177346
  nChanged 3
		SP:Iteration 51Q (23619.430000 sec): 3 clusters
  Score: Raw -34565760.676775 + Penalty 14425.332847 = -34551335.343928
  nChanged 4
		SP:Iteration 52Q (23620.290000 sec): 3 clusters
  Score: Raw -34565760.864711 + Penalty 14425.332847 = -34551335.531864
  nChanged 4
		SP:Iteration 53Q (23621.150000 sec): 3 clusters
  Score: Raw -34565761.043460 + Penalty 14425.332847 = -34551335.710613
  nChanged 4
		SP:Iteration 54Q (23622.010000 sec): 3 clusters
  Score: Raw -34565761.236067 + Penalty 14425.332847 = -34551335.903220
  nChanged 4
		SP:Iteration 55Q (23622.870000 sec): 3 clusters
  Score: Raw -34565761.379063 + Penalty 14425.332847 = -34551336.046216
  nChanged 1
		SP:Iteration 56Q (23623.730000 sec): 3 clusters
  Score: Raw -34565761.421090 + Penalty 14425.332847 = -34551336.088243
  nChanged 2
		SP:Iteration 57Q (23624.590000 sec): 3 clusters
  Score: Raw -34565761.537841 + Penalty 14425.332847 = -34551336.204994
  nChanged 2
		SP:Iteration 58Q (23625.450000 sec): 3 clusters
  Score: Raw -34565761.607131 + Penalty 14425.332847 = -34551336.274284
  nChanged 1
		SP:Iteration 59Q (23626.300000 sec): 3 clusters
  Score: Raw -34565761.628789 + Penalty 14425.332847 = -34551336.295942
  nChanged 0
		SP:Iteration 60F (23627.300000 sec): 3 clusters
  Score: Raw -34565761.628789 + Penalty 14425.332847 = -34551336.295942
  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 23.77 GB.

 Trying to split cluster 4 (6849 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23627.450000 sec): 2 clusters
  Score: Raw -1687570.465145 + Penalty 5409.512985 = -1682160.952159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23627.500000 sec): 3 clusters
  Score: Raw -1686715.303788 + Penalty 10819.025971 = -1675896.277818
  nChanged 2727
		SP:Iteration 1F (23627.550000 sec): 3 clusters
  Score: Raw -1700179.164515 + Penalty 10819.025971 = -1689360.138545
  nChanged 1235
		SP:Iteration 2F (23627.610000 sec): 3 clusters
  Score: Raw -1705714.245996 + Penalty 10819.025971 = -1694895.220025
  nChanged 375
		SP:Iteration 3F (23627.660000 sec): 3 clusters
  Score: Raw -1706468.360879 + Penalty 10819.025971 = -1695649.334908
  nChanged 121
		SP:Iteration 4Q (23627.690000 sec): 3 clusters
  Score: Raw -1706618.735092 + Penalty 10819.025971 = -1695799.709122
  nChanged 42
		SP:Iteration 5Q (23627.730000 sec): 3 clusters
  Score: Raw -1706652.570628 + Penalty 10819.025971 = -1695833.544657
  nChanged 16
		SP:Iteration 6Q (23627.770000 sec): 3 clusters
  Score: Raw -1706664.696997 + Penalty 10819.025971 = -1695845.671026
  nChanged 14
		SP:Iteration 7Q (23627.810000 sec): 3 clusters
  Score: Raw -1706676.585262 + Penalty 10819.025971 = -1695857.559291
  nChanged 6
		SP:Iteration 8Q (23627.840000 sec): 3 clusters
  Score: Raw -1706679.446466 + Penalty 10819.025971 = -1695860.420495
  nChanged 4
		SP:Iteration 9Q (23627.880000 sec): 3 clusters
  Score: Raw -1706681.961369 + Penalty 10819.025971 = -1695862.935398
  nChanged 2
		SP:Iteration 10Q (23627.910000 sec): 3 clusters
  Score: Raw -1706684.144930 + Penalty 10819.025971 = -1695865.118960
  nChanged 3
		SP:Iteration 11Q (23627.950000 sec): 3 clusters
  Score: Raw -1706685.530837 + Penalty 10819.025971 = -1695866.504867
  nChanged 2
		SP:Iteration 12Q (23627.990000 sec): 3 clusters
  Score: Raw -1706686.314526 + Penalty 10819.025971 = -1695867.288556
  nChanged 1
		SP:Iteration 13Q (23628.030000 sec): 3 clusters
  Score: Raw -1706686.650203 + Penalty 10819.025971 = -1695867.624232
  nChanged 1
		SP:Iteration 14Q (23628.060000 sec): 3 clusters
  Score: Raw -1706687.061431 + Penalty 10819.025971 = -1695868.035461
  nChanged 2
		SP:Iteration 15Q (23628.100000 sec): 3 clusters
  Score: Raw -1706688.409563 + Penalty 10819.025971 = -1695869.383593
  nChanged 2
		SP:Iteration 16Q (23628.130000 sec): 3 clusters
  Score: Raw -1706689.813681 + Penalty 10819.025971 = -1695870.787711
  nChanged 3
		SP:Iteration 17Q (23628.170000 sec): 3 clusters
  Score: Raw -1706694.989130 + Penalty 10819.025971 = -1695875.963159
  nChanged 6
		SP:Iteration 18Q (23628.210000 sec): 3 clusters
  Score: Raw -1706698.353331 + Penalty 10819.025971 = -1695879.327360
  nChanged 3
		SP:Iteration 19Q (23628.250000 sec): 3 clusters
  Score: Raw -1706700.085657 + Penalty 10819.025971 = -1695881.059686
  nChanged 4
		SP:Iteration 20F (23628.300000 sec): 3 clusters
  Score: Raw -1706702.006496 + Penalty 10819.025971 = -1695882.980525
  nChanged 2
		SP:Iteration 21Q (23628.330000 sec): 3 clusters
  Score: Raw -1706702.797228 + Penalty 10819.025971 = -1695883.771257
  nChanged 1
		SP:Iteration 22Q (23628.370000 sec): 3 clusters
  Score: Raw -1706703.237639 + Penalty 10819.025971 = -1695884.211668
  nChanged 1
		SP:Iteration 23Q (23628.410000 sec): 3 clusters
  Score: Raw -1706703.910038 + Penalty 10819.025971 = -1695884.884067
  nChanged 1
		SP:Iteration 24Q (23628.440000 sec): 3 clusters
  Score: Raw -1706704.786549 + Penalty 10819.025971 = -1695885.760578
  nChanged 1
		SP:Iteration 25Q (23628.480000 sec): 3 clusters
  Score: Raw -1706705.423154 + Penalty 10819.025971 = -1695886.397183
  nChanged 0
		SP:Iteration 26F (23628.530000 sec): 3 clusters
  Score: Raw -1706705.423154 + Penalty 10819.025971 = -1695886.397183
  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 23.77 GB.

 Trying to split cluster 5 (2151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23628.560000 sec): 2 clusters
  Score: Raw -554461.495607 + Penalty 4700.133979 = -549761.361627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23628.580000 sec): 3 clusters
  Score: Raw -554229.455743 + Penalty 9400.267958 = -544829.187785
  nChanged 549
		SP:Iteration 1F (23628.590000 sec): 3 clusters
  Score: Raw -555282.797978 + Penalty 9400.267958 = -545882.530020
  nChanged 170
		SP:Iteration 2F (23628.610000 sec): 3 clusters
  Score: Raw -555814.165882 + Penalty 9400.267958 = -546413.897923
  nChanged 136
		SP:Iteration 3F (23628.630000 sec): 3 clusters
  Score: Raw -556326.942376 + Penalty 9400.267958 = -546926.674417
  nChanged 137
		SP:Iteration 4F (23628.640000 sec): 3 clusters
  Score: Raw -556783.664129 + Penalty 9400.267958 = -547383.396171
  nChanged 116
		SP:Iteration 5F (23628.660000 sec): 3 clusters
  Score: Raw -557186.004279 + Penalty 9400.267958 = -547785.736321
  nChanged 136
		SP:Iteration 6F (23628.670000 sec): 3 clusters
  Score: Raw -557720.559560 + Penalty 9400.267958 = -548320.291602
  nChanged 131
		SP:Iteration 7F (23628.690000 sec): 3 clusters
  Score: Raw -558248.680916 + Penalty 9400.267958 = -548848.412958
  nChanged 106
		SP:Iteration 8Q (23628.710000 sec): 3 clusters
  Score: Raw -558571.261798 + Penalty 9400.267958 = -549170.993839
  nChanged 77
		SP:Iteration 9Q (23628.720000 sec): 3 clusters
  Score: Raw -558806.188391 + Penalty 9400.267958 = -549405.920432
  nChanged 57
		SP:Iteration 10Q (23628.740000 sec): 3 clusters
  Score: Raw -559008.991621 + Penalty 9400.267958 = -549608.723662
  nChanged 30
		SP:Iteration 11Q (23628.750000 sec): 3 clusters
  Score: Raw -559075.775369 + Penalty 9400.267958 = -549675.507411
  nChanged 13
		SP:Iteration 12Q (23628.760000 sec): 3 clusters
  Score: Raw -559104.391670 + Penalty 9400.267958 = -549704.123711
  nChanged 11
		SP:Iteration 13Q (23628.770000 sec): 3 clusters
  Score: Raw -559135.134556 + Penalty 9400.267958 = -549734.866598
  nChanged 9
		SP:Iteration 14Q (23628.780000 sec): 3 clusters
  Score: Raw -559159.890621 + Penalty 9400.267958 = -549759.622663
  nChanged 5
		SP:Iteration 15Q (23628.790000 sec): 3 clusters
  Score: Raw -559177.040698 + Penalty 9400.267958 = -549776.772739
  nChanged 4
		SP:Iteration 16Q (23628.800000 sec): 3 clusters
  Score: Raw -559188.550894 + Penalty 9400.267958 = -549788.282936
  nChanged 1
		SP:Iteration 17Q (23628.820000 sec): 3 clusters
  Score: Raw -559192.359637 + Penalty 9400.267958 = -549792.091678
  nChanged 2
		SP:Iteration 18Q (23628.830000 sec): 3 clusters
  Score: Raw -559199.075144 + Penalty 9400.267958 = -549798.807185
  nChanged 1
		SP:Iteration 19Q (23628.840000 sec): 3 clusters
  Score: Raw -559201.865283 + Penalty 9400.267958 = -549801.597325
  nChanged 0
		SP:Iteration 20F (23628.860000 sec): 3 clusters
  Score: Raw -559201.865283 + Penalty 9400.267958 = -549801.597325
  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 23.77 GB.

 Trying to split cluster 6 (119312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23629.640000 sec): 2 clusters
  Score: Raw -31722991.646136 + Penalty 7159.817029 = -31715831.829108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23630.550000 sec): 3 clusters
  Score: Raw -31649113.039953 + Penalty 14319.634057 = -31634793.405895
  nChanged 55031
		SP:Iteration 1F (23631.450000 sec): 3 clusters
  Score: Raw -31679965.040700 + Penalty 14319.634057 = -31665645.406643
  nChanged 5256
		SP:Iteration 2Q (23632.370000 sec): 3 clusters
  Score: Raw -31681852.064167 + Penalty 14319.634057 = -31667532.430109
  nChanged 5896
		SP:Iteration 3Q (23633.280000 sec): 3 clusters
  Score: Raw -31684808.279256 + Penalty 14319.634057 = -31670488.645198
  nChanged 7719
		SP:Iteration 4F (23634.190000 sec): 3 clusters
  Score: Raw -31690510.243915 + Penalty 14319.634057 = -31676190.609857
  nChanged 10127
		SP:Iteration 5F (23635.090000 sec): 3 clusters
  Score: Raw -31699847.296040 + Penalty 14319.634057 = -31685527.661983
  nChanged 11094
		SP:Iteration 6F (23636.000000 sec): 3 clusters
  Score: Raw -31709865.231525 + Penalty 14319.634057 = -31695545.597468
  nChanged 9096
		SP:Iteration 7F (23636.900000 sec): 3 clusters
  Score: Raw -31716129.357616 + Penalty 14319.634057 = -31701809.723559
  nChanged 6084
		SP:Iteration 8F (23637.810000 sec): 3 clusters
  Score: Raw -31718980.840871 + Penalty 14319.634057 = -31704661.206813
  nChanged 3715
		SP:Iteration 9Q (23638.710000 sec): 3 clusters
  Score: Raw -31720100.953199 + Penalty 14319.634057 = -31705781.319141
  nChanged 2214
		SP:Iteration 10Q (23639.620000 sec): 3 clusters
  Score: Raw -31720586.309905 + Penalty 14319.634057 = -31706266.675848
  nChanged 1408
		SP:Iteration 11Q (23640.530000 sec): 3 clusters
  Score: Raw -31720844.832221 + Penalty 14319.634057 = -31706525.198163
  nChanged 1044
		SP:Iteration 12Q (23641.430000 sec): 3 clusters
  Score: Raw -31721018.557235 + Penalty 14319.634057 = -31706698.923178
  nChanged 896
		SP:Iteration 13Q (23642.340000 sec): 3 clusters
  Score: Raw -31721166.209872 + Penalty 14319.634057 = -31706846.575814
  nChanged 864
		SP:Iteration 14Q (23643.250000 sec): 3 clusters
  Score: Raw -31721307.966101 + Penalty 14319.634057 = -31706988.332044
  nChanged 872
		SP:Iteration 15Q (23644.150000 sec): 3 clusters
  Score: Raw -31721454.642903 + Penalty 14319.634057 = -31707135.008845
  nChanged 854
		SP:Iteration 16Q (23645.060000 sec): 3 clusters
  Score: Raw -31721603.639670 + Penalty 14319.634057 = -31707284.005613
  nChanged 825
		SP:Iteration 17Q (23645.960000 sec): 3 clusters
  Score: Raw -31721745.777522 + Penalty 14319.634057 = -31707426.143464
  nChanged 800
		SP:Iteration 18Q (23646.870000 sec): 3 clusters
  Score: Raw -31721889.908343 + Penalty 14319.634057 = -31707570.274286
  nChanged 850
		SP:Iteration 19Q (23647.770000 sec): 3 clusters
  Score: Raw -31722051.374929 + Penalty 14319.634057 = -31707731.740872
  nChanged 866
		SP:Iteration 20F (23648.680000 sec): 3 clusters
  Score: Raw -31722225.559981 + Penalty 14319.634057 = -31707905.925923
  nChanged 891
		SP:Iteration 21Q (23649.580000 sec): 3 clusters
  Score: Raw -31722412.449000 + Penalty 14319.634057 = -31708092.814942
  nChanged 859
		SP:Iteration 22Q (23650.480000 sec): 3 clusters
  Score: Raw -31722589.736221 + Penalty 14319.634057 = -31708270.102164
  nChanged 823
		SP:Iteration 23Q (23651.380000 sec): 3 clusters
  Score: Raw -31722768.400623 + Penalty 14319.634057 = -31708448.766565
  nChanged 834
		SP:Iteration 24Q (23652.280000 sec): 3 clusters
  Score: Raw -31722946.121527 + Penalty 14319.634057 = -31708626.487470
  nChanged 809
		SP:Iteration 25Q (23653.180000 sec): 3 clusters
  Score: Raw -31723119.781256 + Penalty 14319.634057 = -31708800.147199
  nChanged 805
		SP:Iteration 26Q (23654.070000 sec): 3 clusters
  Score: Raw -31723299.764103 + Penalty 14319.634057 = -31708980.130045
  nChanged 784
		SP:Iteration 27Q (23654.960000 sec): 3 clusters
  Score: Raw -31723482.244865 + Penalty 14319.634057 = -31709162.610807
  nChanged 738
		SP:Iteration 28Q (23655.850000 sec): 3 clusters
  Score: Raw -31723655.510868 + Penalty 14319.634057 = -31709335.876810
  nChanged 668
		SP:Iteration 29Q (23656.730000 sec): 3 clusters
  Score: Raw -31723824.121069 + Penalty 14319.634057 = -31709504.487011
  nChanged 636
		SP:Iteration 30Q (23657.610000 sec): 3 clusters
  Score: Raw -31723982.544805 + Penalty 14319.634057 = -31709662.910748
  nChanged 599
		SP:Iteration 31Q (23658.490000 sec): 3 clusters
  Score: Raw -31724134.315501 + Penalty 14319.634057 = -31709814.681443
  nChanged 571
		SP:Iteration 32Q (23659.370000 sec): 3 clusters
  Score: Raw -31724277.537986 + Penalty 14319.634057 = -31709957.903928
  nChanged 580
		SP:Iteration 33Q (23660.240000 sec): 3 clusters
  Score: Raw -31724417.304201 + Penalty 14319.634057 = -31710097.670144
  nChanged 543
		SP:Iteration 34Q (23661.110000 sec): 3 clusters
  Score: Raw -31724553.180577 + Penalty 14319.634057 = -31710233.546519
  nChanged 525
		SP:Iteration 35Q (23661.970000 sec): 3 clusters
  Score: Raw -31724679.429927 + Penalty 14319.634057 = -31710359.795869
  nChanged 462
		SP:Iteration 36Q (23662.830000 sec): 3 clusters
  Score: Raw -31724803.542012 + Penalty 14319.634057 = -31710483.907955
  nChanged 462
		SP:Iteration 37Q (23663.690000 sec): 3 clusters
  Score: Raw -31724940.971733 + Penalty 14319.634057 = -31710621.337675
  nChanged 494
		SP:Iteration 38Q (23664.540000 sec): 3 clusters
  Score: Raw -31725085.452661 + Penalty 14319.634057 = -31710765.818603
  nChanged 398
		SP:Iteration 39Q (23665.380000 sec): 3 clusters
  Score: Raw -31725208.945498 + Penalty 14319.634057 = -31710889.311441
  nChanged 406
		SP:Iteration 40F (23666.290000 sec): 3 clusters
  Score: Raw -31725331.094090 + Penalty 14319.634057 = -31711011.460033
  nChanged 388
		SP:Iteration 41Q (23667.130000 sec): 3 clusters
  Score: Raw -31725465.961319 + Penalty 14319.634057 = -31711146.327262
  nChanged 375
		SP:Iteration 42Q (23667.960000 sec): 3 clusters
  Score: Raw -31725598.690966 + Penalty 14319.634057 = -31711279.056908
  nChanged 336
		SP:Iteration 43Q (23668.790000 sec): 3 clusters
  Score: Raw -31725710.417101 + Penalty 14319.634057 = -31711390.783044
  nChanged 302
		SP:Iteration 44Q (23669.620000 sec): 3 clusters
  Score: Raw -31725801.962357 + Penalty 14319.634057 = -31711482.328299
  nChanged 279
		SP:Iteration 45Q (23670.440000 sec): 3 clusters
  Score: Raw -31725894.973809 + Penalty 14319.634057 = -31711575.339752
  nChanged 262
		SP:Iteration 46Q (23671.260000 sec): 3 clusters
  Score: Raw -31725982.186474 + Penalty 14319.634057 = -31711662.552416
  nChanged 226
		SP:Iteration 47Q (23672.080000 sec): 3 clusters
  Score: Raw -31726049.047367 + Penalty 14319.634057 = -31711729.413310
  nChanged 215
		SP:Iteration 48Q (23672.900000 sec): 3 clusters
  Score: Raw -31726120.687515 + Penalty 14319.634057 = -31711801.053458
  nChanged 205
		SP:Iteration 49Q (23673.710000 sec): 3 clusters
  Score: Raw -31726181.005808 + Penalty 14319.634057 = -31711861.371750
  nChanged 170
		SP:Iteration 50Q (23674.520000 sec): 3 clusters
  Score: Raw -31726228.531641 + Penalty 14319.634057 = -31711908.897583
  nChanged 151
		SP:Iteration 51Q (23675.340000 sec): 3 clusters
  Score: Raw -31726271.926033 + Penalty 14319.634057 = -31711952.291976
  nChanged 133
		SP:Iteration 52Q (23676.140000 sec): 3 clusters
  Score: Raw -31726304.123996 + Penalty 14319.634057 = -31711984.489939
  nChanged 104
		SP:Iteration 53Q (23676.950000 sec): 3 clusters
  Score: Raw -31726329.076610 + Penalty 14319.634057 = -31712009.442553
  nChanged 89
		SP:Iteration 54Q (23677.750000 sec): 3 clusters
  Score: Raw -31726349.864449 + Penalty 14319.634057 = -31712030.230391
  nChanged 76
		SP:Iteration 55Q (23678.550000 sec): 3 clusters
  Score: Raw -31726367.808375 + Penalty 14319.634057 = -31712048.174318
  nChanged 79
		SP:Iteration 56Q (23679.350000 sec): 3 clusters
  Score: Raw -31726384.132134 + Penalty 14319.634057 = -31712064.498077
  nChanged 62
		SP:Iteration 57Q (23680.140000 sec): 3 clusters
  Score: Raw -31726398.911322 + Penalty 14319.634057 = -31712079.277265
  nChanged 73
		SP:Iteration 58Q (23680.940000 sec): 3 clusters
  Score: Raw -31726413.985219 + Penalty 14319.634057 = -31712094.351161
  nChanged 49
		SP:Iteration 59Q (23681.740000 sec): 3 clusters
  Score: Raw -31726424.281627 + Penalty 14319.634057 = -31712104.647569
  nChanged 36
		SP:Iteration 60F (23682.640000 sec): 3 clusters
  Score: Raw -31726431.148662 + Penalty 14319.634057 = -31712111.514605
  nChanged 43
		SP:Iteration 61Q (23683.440000 sec): 3 clusters
  Score: Raw -31726439.953546 + Penalty 14319.634057 = -31712120.319488
  nChanged 42
		SP:Iteration 62Q (23684.230000 sec): 3 clusters
  Score: Raw -31726448.889289 + Penalty 14319.634057 = -31712129.255232
  nChanged 30
		SP:Iteration 63Q (23685.020000 sec): 3 clusters
  Score: Raw -31726455.597913 + Penalty 14319.634057 = -31712135.963855
  nChanged 30
		SP:Iteration 64Q (23685.820000 sec): 3 clusters
  Score: Raw -31726461.148701 + Penalty 14319.634057 = -31712141.514643
  nChanged 19
		SP:Iteration 65Q (23686.610000 sec): 3 clusters
  Score: Raw -31726464.880392 + Penalty 14319.634057 = -31712145.246334
  nChanged 21
		SP:Iteration 66Q (23687.400000 sec): 3 clusters
  Score: Raw -31726469.093385 + Penalty 14319.634057 = -31712149.459328
  nChanged 18
		SP:Iteration 67Q (23688.190000 sec): 3 clusters
  Score: Raw -31726472.692571 + Penalty 14319.634057 = -31712153.058513
  nChanged 15
		SP:Iteration 68Q (23688.980000 sec): 3 clusters
  Score: Raw -31726475.842401 + Penalty 14319.634057 = -31712156.208343
  nChanged 16
		SP:Iteration 69Q (23689.780000 sec): 3 clusters
  Score: Raw -31726479.662194 + Penalty 14319.634057 = -31712160.028136
  nChanged 18
		SP:Iteration 70Q (23690.570000 sec): 3 clusters
  Score: Raw -31726483.051280 + Penalty 14319.634057 = -31712163.417222
  nChanged 11
		SP:Iteration 71Q (23691.360000 sec): 3 clusters
  Score: Raw -31726484.774840 + Penalty 14319.634057 = -31712165.140782
  nChanged 5
		SP:Iteration 72Q (23692.150000 sec): 3 clusters
  Score: Raw -31726485.671603 + Penalty 14319.634057 = -31712166.037545
  nChanged 6
		SP:Iteration 73Q (23692.940000 sec): 3 clusters
  Score: Raw -31726486.678180 + Penalty 14319.634057 = -31712167.044122
  nChanged 11
		SP:Iteration 74Q (23693.730000 sec): 3 clusters
  Score: Raw -31726488.430999 + Penalty 14319.634057 = -31712168.796942
  nChanged 7
		SP:Iteration 75Q (23694.520000 sec): 3 clusters
  Score: Raw -31726489.662143 + Penalty 14319.634057 = -31712170.028085
  nChanged 6
		SP:Iteration 76Q (23695.310000 sec): 3 clusters
  Score: Raw -31726490.725353 + Penalty 14319.634057 = -31712171.091296
  nChanged 6
		SP:Iteration 77Q (23696.100000 sec): 3 clusters
  Score: Raw -31726491.676562 + Penalty 14319.634057 = -31712172.042505
  nChanged 3
		SP:Iteration 78Q (23696.890000 sec): 3 clusters
  Score: Raw -31726492.158251 + Penalty 14319.634057 = -31712172.524194
  nChanged 3
		SP:Iteration 79Q (23697.670000 sec): 3 clusters
  Score: Raw -31726492.770917 + Penalty 14319.634057 = -31712173.136860
  nChanged 3
		SP:Iteration 80F (23698.570000 sec): 3 clusters
  Score: Raw -31726493.250814 + Penalty 14319.634057 = -31712173.616756
  nChanged 3
		SP:Iteration 81Q (23699.370000 sec): 3 clusters
  Score: Raw -31726493.845621 + Penalty 14319.634057 = -31712174.211564
  nChanged 4
		SP:Iteration 82Q (23700.150000 sec): 3 clusters
  Score: Raw -31726494.522728 + Penalty 14319.634057 = -31712174.888671
  nChanged 1
		SP:Iteration 83Q (23700.950000 sec): 3 clusters
  Score: Raw -31726494.716157 + Penalty 14319.634057 = -31712175.082099
  nChanged 0
		SP:Iteration 84F (23701.850000 sec): 3 clusters
  Score: Raw -31726494.716157 + Penalty 14319.634057 = -31712175.082099
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (83834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23702.400000 sec): 2 clusters
  Score: Raw -22094296.917548 + Penalty 6943.663783 = -22087353.253765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23703.030000 sec): 3 clusters
  Score: Raw -22043611.189707 + Penalty 13887.327567 = -22029723.862140
  nChanged 38071
		SP:Iteration 1F (23703.660000 sec): 3 clusters
  Score: Raw -22066159.340722 + Penalty 13887.327567 = -22052272.013155
  nChanged 5702
		SP:Iteration 2F (23704.290000 sec): 3 clusters
  Score: Raw -22071220.677494 + Penalty 13887.327567 = -22057333.349927
  nChanged 7241
		SP:Iteration 3F (23704.940000 sec): 3 clusters
  Score: Raw -22079089.780220 + Penalty 13887.327567 = -22065202.452653
  nChanged 8631
		SP:Iteration 4F (23705.570000 sec): 3 clusters
  Score: Raw -22088335.913036 + Penalty 13887.327567 = -22074448.585469
  nChanged 8416
		SP:Iteration 5F (23706.200000 sec): 3 clusters
  Score: Raw -22096817.310566 + Penalty 13887.327567 = -22082929.982999
  nChanged 6564
		SP:Iteration 6F (23706.840000 sec): 3 clusters
  Score: Raw -22103024.006607 + Penalty 13887.327567 = -22089136.679041
  nChanged 4823
		SP:Iteration 7F (23707.480000 sec): 3 clusters
  Score: Raw -22107780.733308 + Penalty 13887.327567 = -22093893.405741
  nChanged 3702
		SP:Iteration 8Q (23708.090000 sec): 3 clusters
  Score: Raw -22112013.395578 + Penalty 13887.327567 = -22098126.068011
  nChanged 2776
		SP:Iteration 9Q (23708.690000 sec): 3 clusters
  Score: Raw -22115863.170873 + Penalty 13887.327567 = -22101975.843306
  nChanged 1834
		SP:Iteration 10Q (23709.260000 sec): 3 clusters
  Score: Raw -22118127.659738 + Penalty 13887.327567 = -22104240.332172
  nChanged 1009
		SP:Iteration 11Q (23709.780000 sec): 3 clusters
  Score: Raw -22118799.975906 + Penalty 13887.327567 = -22104912.648339
  nChanged 495
		SP:Iteration 12Q (23710.280000 sec): 3 clusters
  Score: Raw -22118965.567805 + Penalty 13887.327567 = -22105078.240238
  nChanged 294
		SP:Iteration 13Q (23710.780000 sec): 3 clusters
  Score: Raw -22119029.880157 + Penalty 13887.327567 = -22105142.552590
  nChanged 176
		SP:Iteration 14Q (23711.280000 sec): 3 clusters
  Score: Raw -22119057.488227 + Penalty 13887.327567 = -22105170.160661
  nChanged 101
		SP:Iteration 15Q (23711.760000 sec): 3 clusters
  Score: Raw -22119068.584770 + Penalty 13887.327567 = -22105181.257203
  nChanged 79
		SP:Iteration 16Q (23712.250000 sec): 3 clusters
  Score: Raw -22119077.118773 + Penalty 13887.327567 = -22105189.791206
  nChanged 64
		SP:Iteration 17Q (23712.740000 sec): 3 clusters
  Score: Raw -22119083.326680 + Penalty 13887.327567 = -22105195.999113
  nChanged 43
		SP:Iteration 18Q (23713.230000 sec): 3 clusters
  Score: Raw -22119087.688990 + Penalty 13887.327567 = -22105200.361423
  nChanged 47
		SP:Iteration 19Q (23713.720000 sec): 3 clusters
  Score: Raw -22119092.280060 + Penalty 13887.327567 = -22105204.952493
  nChanged 36
		SP:Iteration 20F (23714.350000 sec): 3 clusters
  Score: Raw -22119095.095276 + Penalty 13887.327567 = -22105207.767709
  nChanged 24
		SP:Iteration 21Q (23714.840000 sec): 3 clusters
  Score: Raw -22119096.539246 + Penalty 13887.327567 = -22105209.211679
  nChanged 20
		SP:Iteration 22Q (23715.330000 sec): 3 clusters
  Score: Raw -22119098.015684 + Penalty 13887.327567 = -22105210.688117
  nChanged 18
		SP:Iteration 23Q (23715.820000 sec): 3 clusters
  Score: Raw -22119099.345022 + Penalty 13887.327567 = -22105212.017455
  nChanged 15
		SP:Iteration 24Q (23716.320000 sec): 3 clusters
  Score: Raw -22119100.309671 + Penalty 13887.327567 = -22105212.982105
  nChanged 14
		SP:Iteration 25Q (23716.810000 sec): 3 clusters
  Score: Raw -22119101.118555 + Penalty 13887.327567 = -22105213.790988
  nChanged 10
		SP:Iteration 26Q (23717.320000 sec): 3 clusters
  Score: Raw -22119101.657951 + Penalty 13887.327567 = -22105214.330384
  nChanged 5
		SP:Iteration 27Q (23717.800000 sec): 3 clusters
  Score: Raw -22119102.006629 + Penalty 13887.327567 = -22105214.679062
  nChanged 4
		SP:Iteration 28Q (23718.280000 sec): 3 clusters
  Score: Raw -22119102.325881 + Penalty 13887.327567 = -22105214.998314
  nChanged 5
		SP:Iteration 29Q (23718.760000 sec): 3 clusters
  Score: Raw -22119102.613866 + Penalty 13887.327567 = -22105215.286299
  nChanged 1
		SP:Iteration 30Q (23719.250000 sec): 3 clusters
  Score: Raw -22119102.732633 + Penalty 13887.327567 = -22105215.405066
  nChanged 3
		SP:Iteration 31Q (23719.730000 sec): 3 clusters
  Score: Raw -22119102.956812 + Penalty 13887.327567 = -22105215.629245
  nChanged 6
		SP:Iteration 32Q (23720.210000 sec): 3 clusters
  Score: Raw -22119103.406204 + Penalty 13887.327567 = -22105216.078638
  nChanged 4
		SP:Iteration 33Q (23720.690000 sec): 3 clusters
  Score: Raw -22119103.624222 + Penalty 13887.327567 = -22105216.296655
  nChanged 3
		SP:Iteration 34Q (23721.170000 sec): 3 clusters
  Score: Raw -22119103.903471 + Penalty 13887.327567 = -22105216.575904
  nChanged 2
		SP:Iteration 35Q (23721.660000 sec): 3 clusters
  Score: Raw -22119104.011514 + Penalty 13887.327567 = -22105216.683947
  nChanged 5
		SP:Iteration 36Q (23722.140000 sec): 3 clusters
  Score: Raw -22119104.412098 + Penalty 13887.327567 = -22105217.084531
  nChanged 4
		SP:Iteration 37Q (23722.620000 sec): 3 clusters
  Score: Raw -22119104.637398 + Penalty 13887.327567 = -22105217.309832
  nChanged 0
		SP:Iteration 38F (23723.250000 sec): 3 clusters
  Score: Raw -22119104.637398 + Penalty 13887.327567 = -22105217.309832
  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 23.77 GB.

 Trying to split cluster 8 (32844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23723.490000 sec): 2 clusters
  Score: Raw -8734531.539447 + Penalty 6369.708670 = -8728161.830777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23723.740000 sec): 3 clusters
  Score: Raw -8716485.887379 + Penalty 12739.417340 = -8703746.470040
  nChanged 13886
		SP:Iteration 1F (23723.990000 sec): 3 clusters
  Score: Raw -8723872.807034 + Penalty 12739.417340 = -8711133.389694
  nChanged 2059
		SP:Iteration 2F (23724.240000 sec): 3 clusters
  Score: Raw -8725014.360512 + Penalty 12739.417340 = -8712274.943173
  nChanged 1851
		SP:Iteration 3F (23724.490000 sec): 3 clusters
  Score: Raw -8726070.878521 + Penalty 12739.417340 = -8713331.461181
  nChanged 1662
		SP:Iteration 4F (23724.740000 sec): 3 clusters
  Score: Raw -8726923.813445 + Penalty 12739.417340 = -8714184.396105
  nChanged 1461
		SP:Iteration 5Q (23724.990000 sec): 3 clusters
  Score: Raw -8727603.197281 + Penalty 12739.417340 = -8714863.779941
  nChanged 1345
		SP:Iteration 6Q (23725.240000 sec): 3 clusters
  Score: Raw -8728182.529219 + Penalty 12739.417340 = -8715443.111880
  nChanged 1273
		SP:Iteration 7Q (23725.490000 sec): 3 clusters
  Score: Raw -8728762.347189 + Penalty 12739.417340 = -8716022.929849
  nChanged 1353
		SP:Iteration 8Q (23725.740000 sec): 3 clusters
  Score: Raw -8729481.287570 + Penalty 12739.417340 = -8716741.870231
  nChanged 1483
		SP:Iteration 9Q (23725.990000 sec): 3 clusters
  Score: Raw -8730420.550939 + Penalty 12739.417340 = -8717681.133600
  nChanged 1748
		SP:Iteration 10F (23726.240000 sec): 3 clusters
  Score: Raw -8731655.261401 + Penalty 12739.417340 = -8718915.844061
  nChanged 1795
		SP:Iteration 11F (23726.490000 sec): 3 clusters
  Score: Raw -8732873.125395 + Penalty 12739.417340 = -8720133.708056
  nChanged 1602
		SP:Iteration 12Q (23726.740000 sec): 3 clusters
  Score: Raw -8733886.758614 + Penalty 12739.417340 = -8721147.341275
  nChanged 1420
		SP:Iteration 13Q (23726.990000 sec): 3 clusters
  Score: Raw -8734678.605497 + Penalty 12739.417340 = -8721939.188157
  nChanged 1107
		SP:Iteration 14Q (23727.230000 sec): 3 clusters
  Score: Raw -8735193.236040 + Penalty 12739.417340 = -8722453.818700
  nChanged 835
		SP:Iteration 15Q (23727.480000 sec): 3 clusters
  Score: Raw -8735501.180262 + Penalty 12739.417340 = -8722761.762922
  nChanged 592
		SP:Iteration 16Q (23727.730000 sec): 3 clusters
  Score: Raw -8735682.527912 + Penalty 12739.417340 = -8722943.110572
  nChanged 437
		SP:Iteration 17Q (23727.980000 sec): 3 clusters
  Score: Raw -8735794.447517 + Penalty 12739.417340 = -8723055.030178
  nChanged 312
		SP:Iteration 18Q (23728.230000 sec): 3 clusters
  Score: Raw -8735858.794665 + Penalty 12739.417340 = -8723119.377325
  nChanged 198
		SP:Iteration 19Q (23728.470000 sec): 3 clusters
  Score: Raw -8735895.470546 + Penalty 12739.417340 = -8723156.053206
  nChanged 141
		SP:Iteration 20F (23728.730000 sec): 3 clusters
  Score: Raw -8735918.052316 + Penalty 12739.417340 = -8723178.634976
  nChanged 105
		SP:Iteration 21Q (23728.970000 sec): 3 clusters
  Score: Raw -8735934.266601 + Penalty 12739.417340 = -8723194.849261
  nChanged 72
		SP:Iteration 22Q (23729.220000 sec): 3 clusters
  Score: Raw -8735944.725038 + Penalty 12739.417340 = -8723205.307698
  nChanged 56
		SP:Iteration 23Q (23729.470000 sec): 3 clusters
  Score: Raw -8735952.238827 + Penalty 12739.417340 = -8723212.821487
  nChanged 41
		SP:Iteration 24Q (23729.720000 sec): 3 clusters
  Score: Raw -8735957.297385 + Penalty 12739.417340 = -8723217.880045
  nChanged 40
		SP:Iteration 25Q (23729.970000 sec): 3 clusters
  Score: Raw -8735962.200871 + Penalty 12739.417340 = -8723222.783531
  nChanged 35
		SP:Iteration 26Q (23730.220000 sec): 3 clusters
  Score: Raw -8735965.981097 + Penalty 12739.417340 = -8723226.563758
  nChanged 25
		SP:Iteration 27Q (23730.470000 sec): 3 clusters
  Score: Raw -8735968.661892 + Penalty 12739.417340 = -8723229.244553
  nChanged 22
		SP:Iteration 28Q (23730.720000 sec): 3 clusters
  Score: Raw -8735971.173396 + Penalty 12739.417340 = -8723231.756056
  nChanged 19
		SP:Iteration 29Q (23730.970000 sec): 3 clusters
  Score: Raw -8735973.125980 + Penalty 12739.417340 = -8723233.708641
  nChanged 11
		SP:Iteration 30Q (23731.220000 sec): 3 clusters
  Score: Raw -8735974.505142 + Penalty 12739.417340 = -8723235.087802
  nChanged 9
		SP:Iteration 31Q (23731.470000 sec): 3 clusters
  Score: Raw -8735975.452253 + Penalty 12739.417340 = -8723236.034914
  nChanged 10
		SP:Iteration 32Q (23731.710000 sec): 3 clusters
  Score: Raw -8735976.684170 + Penalty 12739.417340 = -8723237.266830
  nChanged 7
		SP:Iteration 33Q (23731.960000 sec): 3 clusters
  Score: Raw -8735977.809152 + Penalty 12739.417340 = -8723238.391812
  nChanged 12
		SP:Iteration 34Q (23732.210000 sec): 3 clusters
  Score: Raw -8735979.453457 + Penalty 12739.417340 = -8723240.036117
  nChanged 10
		SP:Iteration 35Q (23732.460000 sec): 3 clusters
  Score: Raw -8735980.518205 + Penalty 12739.417340 = -8723241.100865
  nChanged 8
		SP:Iteration 36Q (23732.710000 sec): 3 clusters
  Score: Raw -8735981.431606 + Penalty 12739.417340 = -8723242.014266
  nChanged 5
		SP:Iteration 37Q (23732.960000 sec): 3 clusters
  Score: Raw -8735981.928320 + Penalty 12739.417340 = -8723242.510980
  nChanged 6
		SP:Iteration 38Q (23733.210000 sec): 3 clusters
  Score: Raw -8735982.525155 + Penalty 12739.417340 = -8723243.107815
  nChanged 3
		SP:Iteration 39Q (23733.460000 sec): 3 clusters
  Score: Raw -8735982.732807 + Penalty 12739.417340 = -8723243.315468
  nChanged 1
		SP:Iteration 40F (23733.710000 sec): 3 clusters
  Score: Raw -8735982.797568 + Penalty 12739.417340 = -8723243.380228
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (9636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23733.790000 sec): 2 clusters
  Score: Raw -2443428.082316 + Penalty 5618.622585 = -2437809.459730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23733.860000 sec): 3 clusters
  Score: Raw -2439237.389844 + Penalty 11237.245171 = -2428000.144674
  nChanged 3637
		SP:Iteration 1F (23733.930000 sec): 3 clusters
  Score: Raw -2442345.772941 + Penalty 11237.245171 = -2431108.527771
  nChanged 1124
		SP:Iteration 2F (23734.010000 sec): 3 clusters
  Score: Raw -2445106.635531 + Penalty 11237.245171 = -2433869.390360
  nChanged 1149
		SP:Iteration 3F (23734.080000 sec): 3 clusters
  Score: Raw -2448707.200070 + Penalty 11237.245171 = -2437469.954900
  nChanged 1098
		SP:Iteration 4F (23734.150000 sec): 3 clusters
  Score: Raw -2453075.536832 + Penalty 11237.245171 = -2441838.291662
  nChanged 1020
		SP:Iteration 5F (23734.230000 sec): 3 clusters
  Score: Raw -2456583.617454 + Penalty 11237.245171 = -2445346.372284
  nChanged 703
		SP:Iteration 6F (23734.300000 sec): 3 clusters
  Score: Raw -2458543.842097 + Penalty 11237.245171 = -2447306.596926
  nChanged 413
		SP:Iteration 7Q (23734.360000 sec): 3 clusters
  Score: Raw -2459019.056016 + Penalty 11237.245171 = -2447781.810845
  nChanged 200
		SP:Iteration 8Q (23734.420000 sec): 3 clusters
  Score: Raw -2459159.337267 + Penalty 11237.245171 = -2447922.092097
  nChanged 81
		SP:Iteration 9Q (23734.470000 sec): 3 clusters
  Score: Raw -2459197.642082 + Penalty 11237.245171 = -2447960.396911
  nChanged 36
		SP:Iteration 10Q (23734.530000 sec): 3 clusters
  Score: Raw -2459213.157729 + Penalty 11237.245171 = -2447975.912558
  nChanged 14
		SP:Iteration 11Q (23734.590000 sec): 3 clusters
  Score: Raw -2459218.248194 + Penalty 11237.245171 = -2447981.003023
  nChanged 9
		SP:Iteration 12Q (23734.650000 sec): 3 clusters
  Score: Raw -2459221.680341 + Penalty 11237.245171 = -2447984.435170
  nChanged 7
		SP:Iteration 13Q (23734.700000 sec): 3 clusters
  Score: Raw -2459224.710946 + Penalty 11237.245171 = -2447987.465776
  nChanged 5
		SP:Iteration 14Q (23734.760000 sec): 3 clusters
  Score: Raw -2459226.423928 + Penalty 11237.245171 = -2447989.178758
  nChanged 3
		SP:Iteration 15Q (23734.810000 sec): 3 clusters
  Score: Raw -2459227.758781 + Penalty 11237.245171 = -2447990.513610
  nChanged 3
		SP:Iteration 16Q (23734.870000 sec): 3 clusters
  Score: Raw -2459228.610018 + Penalty 11237.245171 = -2447991.364847
  nChanged 1
		SP:Iteration 17Q (23734.930000 sec): 3 clusters
  Score: Raw -2459228.885123 + Penalty 11237.245171 = -2447991.639953
  nChanged 0
		SP:Iteration 18F (23735.000000 sec): 3 clusters
  Score: Raw -2459228.885123 + Penalty 11237.245171 = -2447991.639953
  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 23.77 GB.

 Trying to split cluster 10 (28401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23735.200000 sec): 2 clusters
  Score: Raw -7236935.424990 + Penalty 6280.685026 = -7230654.739964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23735.410000 sec): 3 clusters
  Score: Raw -7221464.376287 + Penalty 12561.370053 = -7208903.006235
  nChanged 11909
		SP:Iteration 1F (23735.630000 sec): 3 clusters
  Score: Raw -7228509.129222 + Penalty 12561.370053 = -7215947.759169
  nChanged 2199
		SP:Iteration 2F (23735.840000 sec): 3 clusters
  Score: Raw -7230300.677114 + Penalty 12561.370053 = -7217739.307061
  nChanged 2146
		SP:Iteration 3F (23736.050000 sec): 3 clusters
  Score: Raw -7232141.507327 + Penalty 12561.370053 = -7219580.137275
  nChanged 2066
		SP:Iteration 4F (23736.270000 sec): 3 clusters
  Score: Raw -7233775.437766 + Penalty 12561.370053 = -7221214.067714
  nChanged 1850
		SP:Iteration 5F (23736.480000 sec): 3 clusters
  Score: Raw -7235213.746281 + Penalty 12561.370053 = -7222652.376229
  nChanged 1665
		SP:Iteration 6F (23736.690000 sec): 3 clusters
  Score: Raw -7236490.391797 + Penalty 12561.370053 = -7223929.021744
  nChanged 1450
		SP:Iteration 7F (23736.910000 sec): 3 clusters
  Score: Raw -7237568.938520 + Penalty 12561.370053 = -7225007.568468
  nChanged 1259
		SP:Iteration 8Q (23737.120000 sec): 3 clusters
  Score: Raw -7238459.582296 + Penalty 12561.370053 = -7225898.212244
  nChanged 1074
		SP:Iteration 9Q (23737.320000 sec): 3 clusters
  Score: Raw -7239202.343482 + Penalty 12561.370053 = -7226640.973429
  nChanged 887
		SP:Iteration 10Q (23737.530000 sec): 3 clusters
  Score: Raw -7239854.340201 + Penalty 12561.370053 = -7227292.970149
  nChanged 776
		SP:Iteration 11Q (23737.730000 sec): 3 clusters
  Score: Raw -7240464.638351 + Penalty 12561.370053 = -7227903.268298
  nChanged 723
		SP:Iteration 12Q (23737.930000 sec): 3 clusters
  Score: Raw -7241072.024724 + Penalty 12561.370053 = -7228510.654672
  nChanged 637
		SP:Iteration 13Q (23738.130000 sec): 3 clusters
  Score: Raw -7241556.276833 + Penalty 12561.370053 = -7228994.906781
  nChanged 515
		SP:Iteration 14Q (23738.320000 sec): 3 clusters
  Score: Raw -7241898.733244 + Penalty 12561.370053 = -7229337.363192
  nChanged 430
		SP:Iteration 15Q (23738.510000 sec): 3 clusters
  Score: Raw -7242143.049620 + Penalty 12561.370053 = -7229581.679567
  nChanged 336
		SP:Iteration 16Q (23738.690000 sec): 3 clusters
  Score: Raw -7242342.361657 + Penalty 12561.370053 = -7229780.991605
  nChanged 304
		SP:Iteration 17Q (23738.880000 sec): 3 clusters
  Score: Raw -7242532.996680 + Penalty 12561.370053 = -7229971.626628
  nChanged 306
		SP:Iteration 18Q (23739.060000 sec): 3 clusters
  Score: Raw -7242731.440212 + Penalty 12561.370053 = -7230170.070160
  nChanged 261
		SP:Iteration 19Q (23739.240000 sec): 3 clusters
  Score: Raw -7242877.285504 + Penalty 12561.370053 = -7230315.915451
  nChanged 198
		SP:Iteration 20F (23739.450000 sec): 3 clusters
  Score: Raw -7243005.197727 + Penalty 12561.370053 = -7230443.827674
  nChanged 180
		SP:Iteration 21Q (23739.640000 sec): 3 clusters
  Score: Raw -7243083.656579 + Penalty 12561.370053 = -7230522.286527
  nChanged 157
		SP:Iteration 22Q (23739.820000 sec): 3 clusters
  Score: Raw -7243143.868222 + Penalty 12561.370053 = -7230582.498169
  nChanged 128
		SP:Iteration 23Q (23740.000000 sec): 3 clusters
  Score: Raw -7243177.306973 + Penalty 12561.370053 = -7230615.936921
  nChanged 78
		SP:Iteration 24Q (23740.180000 sec): 3 clusters
  Score: Raw -7243197.758877 + Penalty 12561.370053 = -7230636.388824
  nChanged 57
		SP:Iteration 25Q (23740.360000 sec): 3 clusters
  Score: Raw -7243211.708759 + Penalty 12561.370053 = -7230650.338707
  nChanged 39
		SP:Iteration 26Q (23740.540000 sec): 3 clusters
  Score: Raw -7243221.055931 + Penalty 12561.370053 = -7230659.685879
  nChanged 39
		SP:Iteration 27Q (23740.720000 sec): 3 clusters
  Score: Raw -7243230.026746 + Penalty 12561.370053 = -7230668.656693
  nChanged 37
		SP:Iteration 28Q (23740.900000 sec): 3 clusters
  Score: Raw -7243238.880464 + Penalty 12561.370053 = -7230677.510411
  nChanged 33
		SP:Iteration 29Q (23741.080000 sec): 3 clusters
  Score: Raw -7243247.144034 + Penalty 12561.370053 = -7230685.773981
  nChanged 33
		SP:Iteration 30Q (23741.260000 sec): 3 clusters
  Score: Raw -7243253.940361 + Penalty 12561.370053 = -7230692.570308
  nChanged 28
		SP:Iteration 31Q (23741.440000 sec): 3 clusters
  Score: Raw -7243259.280060 + Penalty 12561.370053 = -7230697.910007
  nChanged 26
		SP:Iteration 32Q (23741.610000 sec): 3 clusters
  Score: Raw -7243264.607601 + Penalty 12561.370053 = -7230703.237548
  nChanged 24
		SP:Iteration 33Q (23741.790000 sec): 3 clusters
  Score: Raw -7243269.172703 + Penalty 12561.370053 = -7230707.802651
  nChanged 16
		SP:Iteration 34Q (23741.970000 sec): 3 clusters
  Score: Raw -7243272.032404 + Penalty 12561.370053 = -7230710.662352
  nChanged 6
		SP:Iteration 35Q (23742.150000 sec): 3 clusters
  Score: Raw -7243273.142296 + Penalty 12561.370053 = -7230711.772243
  nChanged 3
		SP:Iteration 36Q (23742.330000 sec): 3 clusters
  Score: Raw -7243273.557885 + Penalty 12561.370053 = -7230712.187833
  nChanged 2
		SP:Iteration 37Q (23742.510000 sec): 3 clusters
  Score: Raw -7243273.768613 + Penalty 12561.370053 = -7230712.398560
  nChanged 3
		SP:Iteration 38Q (23742.690000 sec): 3 clusters
  Score: Raw -7243274.418513 + Penalty 12561.370053 = -7230713.048460
  nChanged 2
		SP:Iteration 39Q (23742.870000 sec): 3 clusters
  Score: Raw -7243275.111098 + Penalty 12561.370053 = -7230713.741045
  nChanged 3
		SP:Iteration 40F (23743.080000 sec): 3 clusters
  Score: Raw -7243275.579799 + Penalty 12561.370053 = -7230714.209747
  nChanged 3
		SP:Iteration 41Q (23743.260000 sec): 3 clusters
  Score: Raw -7243275.976307 + Penalty 12561.370053 = -7230714.606255
  nChanged 0
		SP:Iteration 42F (23743.470000 sec): 3 clusters
  Score: Raw -7243275.976307 + Penalty 12561.370053 = -7230714.606255
  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 23.77 GB.

 Trying to split cluster 11 (14695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23743.590000 sec): 2 clusters
  Score: Raw -3713585.849185 + Penalty 5877.098330 = -3707708.750856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23743.690000 sec): 3 clusters
  Score: Raw -3706580.498575 + Penalty 11754.196659 = -3694826.301915
  nChanged 5820
		SP:Iteration 1F (23743.810000 sec): 3 clusters
  Score: Raw -3713647.430891 + Penalty 11754.196659 = -3701893.234232
  nChanged 2250
		SP:Iteration 2F (23743.920000 sec): 3 clusters
  Score: Raw -3717844.906487 + Penalty 11754.196659 = -3706090.709828
  nChanged 1761
		SP:Iteration 3F (23744.030000 sec): 3 clusters
  Score: Raw -3720852.083433 + Penalty 11754.196659 = -3709097.886774
  nChanged 1139
		SP:Iteration 4F (23744.140000 sec): 3 clusters
  Score: Raw -3722228.315989 + Penalty 11754.196659 = -3710474.119330
  nChanged 682
		SP:Iteration 5Q (23744.240000 sec): 3 clusters
  Score: Raw -3722901.156723 + Penalty 11754.196659 = -3711146.960064
  nChanged 459
		SP:Iteration 6Q (23744.340000 sec): 3 clusters
  Score: Raw -3723323.446628 + Penalty 11754.196659 = -3711569.249969
  nChanged 323
		SP:Iteration 7Q (23744.440000 sec): 3 clusters
  Score: Raw -3723603.100187 + Penalty 11754.196659 = -3711848.903528
  nChanged 256
		SP:Iteration 8Q (23744.540000 sec): 3 clusters
  Score: Raw -3723829.134266 + Penalty 11754.196659 = -3712074.937607
  nChanged 215
		SP:Iteration 9Q (23744.640000 sec): 3 clusters
  Score: Raw -3724039.375948 + Penalty 11754.196659 = -3712285.179289
  nChanged 220
		SP:Iteration 10Q (23744.730000 sec): 3 clusters
  Score: Raw -3724254.233189 + Penalty 11754.196659 = -3712500.036530
  nChanged 235
		SP:Iteration 11Q (23744.830000 sec): 3 clusters
  Score: Raw -3724513.731038 + Penalty 11754.196659 = -3712759.534379
  nChanged 227
		SP:Iteration 12Q (23744.920000 sec): 3 clusters
  Score: Raw -3724731.277443 + Penalty 11754.196659 = -3712977.080784
  nChanged 198
		SP:Iteration 13Q (23745.010000 sec): 3 clusters
  Score: Raw -3724927.306640 + Penalty 11754.196659 = -3713173.109981
  nChanged 163
		SP:Iteration 14Q (23745.100000 sec): 3 clusters
  Score: Raw -3725072.572485 + Penalty 11754.196659 = -3713318.375826
  nChanged 130
		SP:Iteration 15Q (23745.190000 sec): 3 clusters
  Score: Raw -3725166.885927 + Penalty 11754.196659 = -3713412.689268
  nChanged 82
		SP:Iteration 16Q (23745.280000 sec): 3 clusters
  Score: Raw -3725212.017452 + Penalty 11754.196659 = -3713457.820793
  nChanged 63
		SP:Iteration 17Q (23745.370000 sec): 3 clusters
  Score: Raw -3725257.064782 + Penalty 11754.196659 = -3713502.868123
  nChanged 73
		SP:Iteration 18Q (23745.460000 sec): 3 clusters
  Score: Raw -3725317.632353 + Penalty 11754.196659 = -3713563.435694
  nChanged 70
		SP:Iteration 19Q (23745.540000 sec): 3 clusters
  Score: Raw -3725371.395638 + Penalty 11754.196659 = -3713617.198978
  nChanged 69
		SP:Iteration 20F (23745.650000 sec): 3 clusters
  Score: Raw -3725457.587649 + Penalty 11754.196659 = -3713703.390990
  nChanged 73
		SP:Iteration 21Q (23745.740000 sec): 3 clusters
  Score: Raw -3725523.101148 + Penalty 11754.196659 = -3713768.904489
  nChanged 75
		SP:Iteration 22Q (23745.830000 sec): 3 clusters
  Score: Raw -3725575.878983 + Penalty 11754.196659 = -3713821.682324
  nChanged 67
		SP:Iteration 23Q (23745.910000 sec): 3 clusters
  Score: Raw -3725627.236240 + Penalty 11754.196659 = -3713873.039581
  nChanged 78
		SP:Iteration 24Q (23745.990000 sec): 3 clusters
  Score: Raw -3725708.931599 + Penalty 11754.196659 = -3713954.734940
  nChanged 68
		SP:Iteration 25Q (23746.080000 sec): 3 clusters
  Score: Raw -3725801.134921 + Penalty 11754.196659 = -3714046.938262
  nChanged 104
		SP:Iteration 26Q (23746.160000 sec): 3 clusters
  Score: Raw -3725978.572404 + Penalty 11754.196659 = -3714224.375745
  nChanged 124
		SP:Iteration 27Q (23746.240000 sec): 3 clusters
  Score: Raw -3726303.919917 + Penalty 11754.196659 = -3714549.723258
  nChanged 147
		SP:Iteration 28Q (23746.320000 sec): 3 clusters
  Score: Raw -3726723.260832 + Penalty 11754.196659 = -3714969.064173
  nChanged 117
		SP:Iteration 29Q (23746.400000 sec): 3 clusters
  Score: Raw -3726925.792618 + Penalty 11754.196659 = -3715171.595959
  nChanged 67
		SP:Iteration 30Q (23746.480000 sec): 3 clusters
  Score: Raw -3727012.703596 + Penalty 11754.196659 = -3715258.506937
  nChanged 38
		SP:Iteration 31Q (23746.550000 sec): 3 clusters
  Score: Raw -3727041.657956 + Penalty 11754.196659 = -3715287.461297
  nChanged 32
		SP:Iteration 32Q (23746.630000 sec): 3 clusters
  Score: Raw -3727057.246313 + Penalty 11754.196659 = -3715303.049654
  nChanged 15
		SP:Iteration 33Q (23746.710000 sec): 3 clusters
  Score: Raw -3727062.161179 + Penalty 11754.196659 = -3715307.964520
  nChanged 9
		SP:Iteration 34Q (23746.790000 sec): 3 clusters
  Score: Raw -3727064.939872 + Penalty 11754.196659 = -3715310.743213
  nChanged 7
		SP:Iteration 35Q (23746.870000 sec): 3 clusters
  Score: Raw -3727066.699219 + Penalty 11754.196659 = -3715312.502560
  nChanged 5
		SP:Iteration 36Q (23746.940000 sec): 3 clusters
  Score: Raw -3727067.969400 + Penalty 11754.196659 = -3715313.772741
  nChanged 7
		SP:Iteration 37Q (23747.020000 sec): 3 clusters
  Score: Raw -3727069.850160 + Penalty 11754.196659 = -3715315.653501
  nChanged 6
		SP:Iteration 38Q (23747.090000 sec): 3 clusters
  Score: Raw -3727071.335159 + Penalty 11754.196659 = -3715317.138500
  nChanged 3
		SP:Iteration 39Q (23747.170000 sec): 3 clusters
  Score: Raw -3727071.926182 + Penalty 11754.196659 = -3715317.729523
  nChanged 2
		SP:Iteration 40F (23747.280000 sec): 3 clusters
  Score: Raw -3727072.201528 + Penalty 11754.196659 = -3715318.004869
  nChanged 2
		SP:Iteration 41Q (23747.360000 sec): 3 clusters
  Score: Raw -3727072.535210 + Penalty 11754.196659 = -3715318.338551
  nChanged 4
		SP:Iteration 42Q (23747.440000 sec): 3 clusters
  Score: Raw -3727073.444139 + Penalty 11754.196659 = -3715319.247480
  nChanged 3
		SP:Iteration 43Q (23747.510000 sec): 3 clusters
  Score: Raw -3727074.216478 + Penalty 11754.196659 = -3715320.019819
  nChanged 0
		SP:Iteration 44F (23747.630000 sec): 3 clusters
  Score: Raw -3727074.216478 + Penalty 11754.196659 = -3715320.019819
  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 23.77 GB.

 Trying to split cluster 12 (88872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23748.220000 sec): 2 clusters
  Score: Raw -23635314.741881 + Penalty 6979.408352 = -23628335.333529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23748.900000 sec): 3 clusters
  Score: Raw -23581484.149801 + Penalty 13958.816704 = -23567525.333097
  nChanged 40256
		SP:Iteration 1F (23749.580000 sec): 3 clusters
  Score: Raw -23603600.883942 + Penalty 13958.816704 = -23589642.067238
  nChanged 3982
		SP:Iteration 2Q (23750.260000 sec): 3 clusters
  Score: Raw -23604979.071306 + Penalty 13958.816704 = -23591020.254603
  nChanged 3973
		SP:Iteration 3Q (23750.950000 sec): 3 clusters
  Score: Raw -23606843.844052 + Penalty 13958.816704 = -23592885.027349
  nChanged 4598
		SP:Iteration 4F (23751.620000 sec): 3 clusters
  Score: Raw -23610300.925461 + Penalty 13958.816704 = -23596342.108757
  nChanged 5932
		SP:Iteration 5F (23752.300000 sec): 3 clusters
  Score: Raw -23615964.529673 + Penalty 13958.816704 = -23602005.712970
  nChanged 7364
		SP:Iteration 6F (23752.980000 sec): 3 clusters
  Score: Raw -23622586.749363 + Penalty 13958.816704 = -23608627.932660
  nChanged 7687
		SP:Iteration 7F (23753.650000 sec): 3 clusters
  Score: Raw -23629019.033836 + Penalty 13958.816704 = -23615060.217133
  nChanged 6628
		SP:Iteration 8F (23754.330000 sec): 3 clusters
  Score: Raw -23633785.480806 + Penalty 13958.816704 = -23619826.664102
  nChanged 4790
		SP:Iteration 9F (23755.010000 sec): 3 clusters
  Score: Raw -23636541.050371 + Penalty 13958.816704 = -23622582.233667
  nChanged 3181
		SP:Iteration 10Q (23755.670000 sec): 3 clusters
  Score: Raw -23638072.416358 + Penalty 13958.816704 = -23624113.599655
  nChanged 2219
		SP:Iteration 11Q (23756.330000 sec): 3 clusters
  Score: Raw -23639082.493999 + Penalty 13958.816704 = -23625123.677296
  nChanged 1749
		SP:Iteration 12Q (23757.010000 sec): 3 clusters
  Score: Raw -23639855.941508 + Penalty 13958.816704 = -23625897.124805
  nChanged 1449
		SP:Iteration 13Q (23757.660000 sec): 3 clusters
  Score: Raw -23640475.106825 + Penalty 13958.816704 = -23626516.290121
  nChanged 1292
		SP:Iteration 14Q (23758.310000 sec): 3 clusters
  Score: Raw -23641018.742499 + Penalty 13958.816704 = -23627059.925795
  nChanged 1238
		SP:Iteration 15Q (23758.950000 sec): 3 clusters
  Score: Raw -23641559.260592 + Penalty 13958.816704 = -23627600.443888
  nChanged 1182
		SP:Iteration 16Q (23759.580000 sec): 3 clusters
  Score: Raw -23642057.922643 + Penalty 13958.816704 = -23628099.105940
  nChanged 1062
		SP:Iteration 17Q (23760.200000 sec): 3 clusters
  Score: Raw -23642499.884208 + Penalty 13958.816704 = -23628541.067504
  nChanged 972
		SP:Iteration 18Q (23760.820000 sec): 3 clusters
  Score: Raw -23642895.243522 + Penalty 13958.816704 = -23628936.426818
  nChanged 898
		SP:Iteration 19Q (23761.410000 sec): 3 clusters
  Score: Raw -23643260.303913 + Penalty 13958.816704 = -23629301.487209
  nChanged 839
		SP:Iteration 20F (23762.080000 sec): 3 clusters
  Score: Raw -23643595.796339 + Penalty 13958.816704 = -23629636.979635
  nChanged 754
		SP:Iteration 21Q (23762.660000 sec): 3 clusters
  Score: Raw -23643895.312973 + Penalty 13958.816704 = -23629936.496269
  nChanged 697
		SP:Iteration 22Q (23763.240000 sec): 3 clusters
  Score: Raw -23644179.144776 + Penalty 13958.816704 = -23630220.328072
  nChanged 634
		SP:Iteration 23Q (23763.820000 sec): 3 clusters
  Score: Raw -23644418.686352 + Penalty 13958.816704 = -23630459.869649
  nChanged 571
		SP:Iteration 24Q (23764.380000 sec): 3 clusters
  Score: Raw -23644642.155627 + Penalty 13958.816704 = -23630683.338923
  nChanged 535
		SP:Iteration 25Q (23764.940000 sec): 3 clusters
  Score: Raw -23644850.154570 + Penalty 13958.816704 = -23630891.337866
  nChanged 467
		SP:Iteration 26Q (23765.500000 sec): 3 clusters
  Score: Raw -23645030.488734 + Penalty 13958.816704 = -23631071.672030
  nChanged 423
		SP:Iteration 27Q (23766.040000 sec): 3 clusters
  Score: Raw -23645198.726309 + Penalty 13958.816704 = -23631239.909606
  nChanged 396
		SP:Iteration 28Q (23766.590000 sec): 3 clusters
  Score: Raw -23645375.047634 + Penalty 13958.816704 = -23631416.230930
  nChanged 372
		SP:Iteration 29Q (23767.120000 sec): 3 clusters
  Score: Raw -23645544.239215 + Penalty 13958.816704 = -23631585.422511
  nChanged 340
		SP:Iteration 30Q (23767.660000 sec): 3 clusters
  Score: Raw -23645711.646075 + Penalty 13958.816704 = -23631752.829371
  nChanged 329
		SP:Iteration 31Q (23768.190000 sec): 3 clusters
  Score: Raw -23645873.106591 + Penalty 13958.816704 = -23631914.289887
  nChanged 296
		SP:Iteration 32Q (23768.720000 sec): 3 clusters
  Score: Raw -23646029.201839 + Penalty 13958.816704 = -23632070.385135
  nChanged 290
		SP:Iteration 33Q (23769.240000 sec): 3 clusters
  Score: Raw -23646177.493697 + Penalty 13958.816704 = -23632218.676993
  nChanged 280
		SP:Iteration 34Q (23769.750000 sec): 3 clusters
  Score: Raw -23646321.747509 + Penalty 13958.816704 = -23632362.930805
  nChanged 245
		SP:Iteration 35Q (23770.260000 sec): 3 clusters
  Score: Raw -23646441.264304 + Penalty 13958.816704 = -23632482.447600
  nChanged 226
		SP:Iteration 36Q (23770.770000 sec): 3 clusters
  Score: Raw -23646554.463897 + Penalty 13958.816704 = -23632595.647193
  nChanged 221
		SP:Iteration 37Q (23771.280000 sec): 3 clusters
  Score: Raw -23646655.779428 + Penalty 13958.816704 = -23632696.962724
  nChanged 184
		SP:Iteration 38Q (23771.790000 sec): 3 clusters
  Score: Raw -23646728.773680 + Penalty 13958.816704 = -23632769.956976
  nChanged 165
		SP:Iteration 39Q (23772.290000 sec): 3 clusters
  Score: Raw -23646796.071904 + Penalty 13958.816704 = -23632837.255201
  nChanged 143
		SP:Iteration 40F (23772.980000 sec): 3 clusters
  Score: Raw -23646855.449756 + Penalty 13958.816704 = -23632896.633052
  nChanged 148
		SP:Iteration 41Q (23773.490000 sec): 3 clusters
  Score: Raw -23646920.572413 + Penalty 13958.816704 = -23632961.755709
  nChanged 138
		SP:Iteration 42Q (23773.980000 sec): 3 clusters
  Score: Raw -23646984.131176 + Penalty 13958.816704 = -23633025.314473
  nChanged 124
		SP:Iteration 43Q (23774.480000 sec): 3 clusters
  Score: Raw -23647041.723010 + Penalty 13958.816704 = -23633082.906306
  nChanged 113
		SP:Iteration 44Q (23774.970000 sec): 3 clusters
  Score: Raw -23647085.496091 + Penalty 13958.816704 = -23633126.679387
  nChanged 99
		SP:Iteration 45Q (23775.460000 sec): 3 clusters
  Score: Raw -23647147.053983 + Penalty 13958.816704 = -23633188.237279
  nChanged 103
		SP:Iteration 46Q (23775.950000 sec): 3 clusters
  Score: Raw -23647208.918800 + Penalty 13958.816704 = -23633250.102096
  nChanged 105
		SP:Iteration 47Q (23776.440000 sec): 3 clusters
  Score: Raw -23647261.327625 + Penalty 13958.816704 = -23633302.510921
  nChanged 92
		SP:Iteration 48Q (23776.920000 sec): 3 clusters
  Score: Raw -23647293.664448 + Penalty 13958.816704 = -23633334.847744
  nChanged 71
		SP:Iteration 49Q (23777.410000 sec): 3 clusters
  Score: Raw -23647312.381260 + Penalty 13958.816704 = -23633353.564556
  nChanged 61
		SP:Iteration 50Q (23777.900000 sec): 3 clusters
  Score: Raw -23647327.884961 + Penalty 13958.816704 = -23633369.068257
  nChanged 46
		SP:Iteration 51Q (23778.380000 sec): 3 clusters
  Score: Raw -23647338.812715 + Penalty 13958.816704 = -23633379.996011
  nChanged 49
		SP:Iteration 52Q (23778.870000 sec): 3 clusters
  Score: Raw -23647349.787582 + Penalty 13958.816704 = -23633390.970878
  nChanged 42
		SP:Iteration 53Q (23779.350000 sec): 3 clusters
  Score: Raw -23647359.925239 + Penalty 13958.816704 = -23633401.108536
  nChanged 41
		SP:Iteration 54Q (23779.830000 sec): 3 clusters
  Score: Raw -23647369.066644 + Penalty 13958.816704 = -23633410.249940
  nChanged 34
		SP:Iteration 55Q (23780.310000 sec): 3 clusters
  Score: Raw -23647377.227526 + Penalty 13958.816704 = -23633418.410822
  nChanged 32
		SP:Iteration 56Q (23780.800000 sec): 3 clusters
  Score: Raw -23647385.594894 + Penalty 13958.816704 = -23633426.778190
  nChanged 32
		SP:Iteration 57Q (23781.280000 sec): 3 clusters
  Score: Raw -23647393.117184 + Penalty 13958.816704 = -23633434.300481
  nChanged 34
		SP:Iteration 58Q (23781.760000 sec): 3 clusters
  Score: Raw -23647401.429116 + Penalty 13958.816704 = -23633442.612413
  nChanged 33
		SP:Iteration 59Q (23782.240000 sec): 3 clusters
  Score: Raw -23647411.297580 + Penalty 13958.816704 = -23633452.480876
  nChanged 41
		SP:Iteration 60F (23782.910000 sec): 3 clusters
  Score: Raw -23647422.519911 + Penalty 13958.816704 = -23633463.703208
  nChanged 38
		SP:Iteration 61Q (23783.390000 sec): 3 clusters
  Score: Raw -23647429.810907 + Penalty 13958.816704 = -23633470.994203
  nChanged 19
		SP:Iteration 62Q (23783.870000 sec): 3 clusters
  Score: Raw -23647433.214574 + Penalty 13958.816704 = -23633474.397870
  nChanged 19
		SP:Iteration 63Q (23784.350000 sec): 3 clusters
  Score: Raw -23647437.177307 + Penalty 13958.816704 = -23633478.360604
  nChanged 19
		SP:Iteration 64Q (23784.830000 sec): 3 clusters
  Score: Raw -23647440.649530 + Penalty 13958.816704 = -23633481.832826
  nChanged 11
		SP:Iteration 65Q (23785.310000 sec): 3 clusters
  Score: Raw -23647442.435856 + Penalty 13958.816704 = -23633483.619152
  nChanged 14
		SP:Iteration 66Q (23785.790000 sec): 3 clusters
  Score: Raw -23647444.688709 + Penalty 13958.816704 = -23633485.872005
  nChanged 14
		SP:Iteration 67Q (23786.270000 sec): 3 clusters
  Score: Raw -23647446.780545 + Penalty 13958.816704 = -23633487.963841
  nChanged 9
		SP:Iteration 68Q (23786.750000 sec): 3 clusters
  Score: Raw -23647447.940957 + Penalty 13958.816704 = -23633489.124253
  nChanged 4
		SP:Iteration 69Q (23787.240000 sec): 3 clusters
  Score: Raw -23647448.518928 + Penalty 13958.816704 = -23633489.702224
  nChanged 3
		SP:Iteration 70Q (23787.720000 sec): 3 clusters
  Score: Raw -23647449.000048 + Penalty 13958.816704 = -23633490.183344
  nChanged 3
		SP:Iteration 71Q (23788.200000 sec): 3 clusters
  Score: Raw -23647449.404266 + Penalty 13958.816704 = -23633490.587562
  nChanged 2
		SP:Iteration 72Q (23788.690000 sec): 3 clusters
  Score: Raw -23647449.741712 + Penalty 13958.816704 = -23633490.925008
  nChanged 4
		SP:Iteration 73Q (23789.170000 sec): 3 clusters
  Score: Raw -23647450.284907 + Penalty 13958.816704 = -23633491.468203
  nChanged 4
		SP:Iteration 74Q (23789.650000 sec): 3 clusters
  Score: Raw -23647450.727718 + Penalty 13958.816704 = -23633491.911014
  nChanged 2
		SP:Iteration 75Q (23790.140000 sec): 3 clusters
  Score: Raw -23647451.056018 + Penalty 13958.816704 = -23633492.239314
  nChanged 1
		SP:Iteration 76Q (23790.630000 sec): 3 clusters
  Score: Raw -23647451.213863 + Penalty 13958.816704 = -23633492.397159
  nChanged 0
		SP:Iteration 77F (23791.300000 sec): 3 clusters
  Score: Raw -23647451.213863 + Penalty 13958.816704 = -23633492.397159
  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 23.77 GB.

 Trying to split cluster 13 (126071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23792.140000 sec): 2 clusters
  Score: Raw -33455352.619415 + Penalty 7193.567818 = -33448159.051597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23793.120000 sec): 3 clusters
  Score: Raw -33376899.404734 + Penalty 14387.135636 = -33362512.269098
  nChanged 58392
		SP:Iteration 1F (23794.090000 sec): 3 clusters
  Score: Raw -33409211.413216 + Penalty 14387.135636 = -33394824.277580
  nChanged 5246
		SP:Iteration 2Q (23795.060000 sec): 3 clusters
  Score: Raw -33410895.637006 + Penalty 14387.135636 = -33396508.501370
  nChanged 5470
		SP:Iteration 3Q (23796.040000 sec): 3 clusters
  Score: Raw -33412988.689988 + Penalty 14387.135636 = -33398601.554352
  nChanged 6072
		SP:Iteration 4Q (23797.020000 sec): 3 clusters
  Score: Raw -33415942.885288 + Penalty 14387.135636 = -33401555.749652
  nChanged 7109
		SP:Iteration 5F (23797.990000 sec): 3 clusters
  Score: Raw -33420167.062369 + Penalty 14387.135636 = -33405779.926733
  nChanged 8253
		SP:Iteration 6F (23798.970000 sec): 3 clusters
  Score: Raw -33425668.206633 + Penalty 14387.135636 = -33411281.070997
  nChanged 8859
		SP:Iteration 7F (23799.940000 sec): 3 clusters
  Score: Raw -33431509.311692 + Penalty 14387.135636 = -33417122.176056
  nChanged 8382
		SP:Iteration 8F (23800.920000 sec): 3 clusters
  Score: Raw -33436393.737536 + Penalty 14387.135636 = -33422006.601900
  nChanged 6935
		SP:Iteration 9F (23801.900000 sec): 3 clusters
  Score: Raw -33439868.165962 + Penalty 14387.135636 = -33425481.030326
  nChanged 5421
		SP:Iteration 10Q (23802.880000 sec): 3 clusters
  Score: Raw -33442579.142148 + Penalty 14387.135636 = -33428192.006512
  nChanged 4514
		SP:Iteration 11Q (23803.850000 sec): 3 clusters
  Score: Raw -33445104.259312 + Penalty 14387.135636 = -33430717.123676
  nChanged 4115
		SP:Iteration 12Q (23804.810000 sec): 3 clusters
  Score: Raw -33447834.750834 + Penalty 14387.135636 = -33433447.615198
  nChanged 4076
		SP:Iteration 13Q (23805.770000 sec): 3 clusters
  Score: Raw -33450842.607865 + Penalty 14387.135636 = -33436455.472229
  nChanged 3808
		SP:Iteration 14Q (23806.710000 sec): 3 clusters
  Score: Raw -33453472.518225 + Penalty 14387.135636 = -33439085.382589
  nChanged 3261
		SP:Iteration 15Q (23807.620000 sec): 3 clusters
  Score: Raw -33455375.055945 + Penalty 14387.135636 = -33440987.920309
  nChanged 2497
		SP:Iteration 16Q (23808.520000 sec): 3 clusters
  Score: Raw -33456526.393928 + Penalty 14387.135636 = -33442139.258292
  nChanged 1831
		SP:Iteration 17Q (23809.400000 sec): 3 clusters
  Score: Raw -33457195.674827 + Penalty 14387.135636 = -33442808.539191
  nChanged 1395
		SP:Iteration 18Q (23810.270000 sec): 3 clusters
  Score: Raw -33457637.075150 + Penalty 14387.135636 = -33443249.939514
  nChanged 1154
		SP:Iteration 19Q (23811.140000 sec): 3 clusters
  Score: Raw -33457948.058384 + Penalty 14387.135636 = -33443560.922748
  nChanged 968
		SP:Iteration 20F (23812.100000 sec): 3 clusters
  Score: Raw -33458180.825527 + Penalty 14387.135636 = -33443793.689891
  nChanged 860
		SP:Iteration 21Q (23812.960000 sec): 3 clusters
  Score: Raw -33458372.343695 + Penalty 14387.135636 = -33443985.208059
  nChanged 783
		SP:Iteration 22Q (23813.810000 sec): 3 clusters
  Score: Raw -33458529.239294 + Penalty 14387.135636 = -33444142.103658
  nChanged 697
		SP:Iteration 23Q (23814.660000 sec): 3 clusters
  Score: Raw -33458658.443274 + Penalty 14387.135636 = -33444271.307638
  nChanged 649
		SP:Iteration 24Q (23815.500000 sec): 3 clusters
  Score: Raw -33458766.524315 + Penalty 14387.135636 = -33444379.388679
  nChanged 520
		SP:Iteration 25Q (23816.350000 sec): 3 clusters
  Score: Raw -33458841.941361 + Penalty 14387.135636 = -33444454.805725
  nChanged 443
		SP:Iteration 26Q (23817.190000 sec): 3 clusters
  Score: Raw -33458899.952040 + Penalty 14387.135636 = -33444512.816404
  nChanged 386
		SP:Iteration 27Q (23818.020000 sec): 3 clusters
  Score: Raw -33458944.664572 + Penalty 14387.135636 = -33444557.528936
  nChanged 336
		SP:Iteration 28Q (23818.860000 sec): 3 clusters
  Score: Raw -33458983.575499 + Penalty 14387.135636 = -33444596.439862
  nChanged 340
		SP:Iteration 29Q (23819.690000 sec): 3 clusters
  Score: Raw -33459020.408993 + Penalty 14387.135636 = -33444633.273357
  nChanged 271
		SP:Iteration 30Q (23820.520000 sec): 3 clusters
  Score: Raw -33459051.945303 + Penalty 14387.135636 = -33444664.809667
  nChanged 286
		SP:Iteration 31Q (23821.350000 sec): 3 clusters
  Score: Raw -33459085.975829 + Penalty 14387.135636 = -33444698.840192
  nChanged 294
		SP:Iteration 32Q (23822.180000 sec): 3 clusters
  Score: Raw -33459120.611996 + Penalty 14387.135636 = -33444733.476360
  nChanged 282
		SP:Iteration 33Q (23823.000000 sec): 3 clusters
  Score: Raw -33459152.584017 + Penalty 14387.135636 = -33444765.448381
  nChanged 286
		SP:Iteration 34Q (23823.830000 sec): 3 clusters
  Score: Raw -33459183.678736 + Penalty 14387.135636 = -33444796.543100
  nChanged 262
		SP:Iteration 35Q (23824.670000 sec): 3 clusters
  Score: Raw -33459210.869370 + Penalty 14387.135636 = -33444823.733734
  nChanged 253
		SP:Iteration 36Q (23825.500000 sec): 3 clusters
  Score: Raw -33459237.035062 + Penalty 14387.135636 = -33444849.899426
  nChanged 229
		SP:Iteration 37Q (23826.320000 sec): 3 clusters
  Score: Raw -33459259.179267 + Penalty 14387.135636 = -33444872.043631
  nChanged 206
		SP:Iteration 38Q (23827.140000 sec): 3 clusters
  Score: Raw -33459279.102457 + Penalty 14387.135636 = -33444891.966821
  nChanged 198
		SP:Iteration 39Q (23827.950000 sec): 3 clusters
  Score: Raw -33459294.979531 + Penalty 14387.135636 = -33444907.843895
  nChanged 185
		SP:Iteration 40F (23828.920000 sec): 3 clusters
  Score: Raw -33459310.894005 + Penalty 14387.135636 = -33444923.758369
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		SP:Iteration 41Q (23829.740000 sec): 3 clusters
  Score: Raw -33459325.273811 + Penalty 14387.135636 = -33444938.138175
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  Score: Raw -33459339.258707 + Penalty 14387.135636 = -33444952.123071
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		SP:Iteration 43Q (23831.390000 sec): 3 clusters
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		SP:Iteration 44Q (23832.210000 sec): 3 clusters
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		SP:Iteration 45Q (23833.020000 sec): 3 clusters
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		SP:Iteration 46Q (23833.840000 sec): 3 clusters
  Score: Raw -33459390.172197 + Penalty 14387.135636 = -33445003.036561
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		SP:Iteration 48Q (23835.470000 sec): 3 clusters
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		SP:Iteration 50Q (23837.110000 sec): 3 clusters
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		SP:Iteration 52Q (23838.730000 sec): 3 clusters
  Score: Raw -33459436.540296 + Penalty 14387.135636 = -33445049.404660
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		SP:Iteration 60F (23845.390000 sec): 3 clusters
  Score: Raw -33459504.714604 + Penalty 14387.135636 = -33445117.578968
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		SP:Iteration 61Q (23846.190000 sec): 3 clusters
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		SP:Iteration 62Q (23847.000000 sec): 3 clusters
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		SP:Iteration 63Q (23847.810000 sec): 3 clusters
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		SP:Iteration 130Q (23901.180000 sec): 3 clusters
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		SP:Iteration 131Q (23901.960000 sec): 3 clusters
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  nChanged 114
		SP:Iteration 180F (23940.030000 sec): 3 clusters
  Score: Raw -33460265.994257 + Penalty 14387.135636 = -33445878.858621
  nChanged 129
		SP:Iteration 181Q (23940.790000 sec): 3 clusters
  Score: Raw -33460288.510573 + Penalty 14387.135636 = -33445901.374937
  nChanged 147
		SP:Iteration 182Q (23941.540000 sec): 3 clusters
  Score: Raw -33460318.411622 + Penalty 14387.135636 = -33445931.275986
  nChanged 185
		SP:Iteration 183Q (23942.290000 sec): 3 clusters
  Score: Raw -33460372.586524 + Penalty 14387.135636 = -33445985.450888
  nChanged 222
		SP:Iteration 184Q (23943.050000 sec): 3 clusters
  Score: Raw -33460449.789553 + Penalty 14387.135636 = -33446062.653917
  nChanged 278
		SP:Iteration 185Q (23943.800000 sec): 3 clusters
  Score: Raw -33460566.155814 + Penalty 14387.135636 = -33446179.020178
  nChanged 333
		SP:Iteration 186Q (23944.550000 sec): 3 clusters
  Score: Raw -33460758.816375 + Penalty 14387.135636 = -33446371.680738
  nChanged 461
		SP:Iteration 187Q (23945.290000 sec): 3 clusters
  Score: Raw -33461129.275930 + Penalty 14387.135636 = -33446742.140294
  nChanged 550
		SP:Iteration 188Q (23946.030000 sec): 3 clusters
  Score: Raw -33461611.593219 + Penalty 14387.135636 = -33447224.457583
  nChanged 620
		SP:Iteration 189Q (23946.760000 sec): 3 clusters
  Score: Raw -33462257.926243 + Penalty 14387.135636 = -33447870.790607
  nChanged 654
		SP:Iteration 190Q (23947.500000 sec): 3 clusters
  Score: Raw -33462779.184597 + Penalty 14387.135636 = -33448392.048961
  nChanged 566
		SP:Iteration 191Q (23948.230000 sec): 3 clusters
  Score: Raw -33463060.882265 + Penalty 14387.135636 = -33448673.746629
  nChanged 427
		SP:Iteration 192Q (23948.960000 sec): 3 clusters
  Score: Raw -33463187.657395 + Penalty 14387.135636 = -33448800.521759
  nChanged 265
		SP:Iteration 193Q (23949.680000 sec): 3 clusters
  Score: Raw -33463247.804726 + Penalty 14387.135636 = -33448860.669090
  nChanged 200
		SP:Iteration 194Q (23950.400000 sec): 3 clusters
  Score: Raw -33463286.311753 + Penalty 14387.135636 = -33448899.176117
  nChanged 140
		SP:Iteration 195Q (23951.120000 sec): 3 clusters
  Score: Raw -33463305.829714 + Penalty 14387.135636 = -33448918.694078
  nChanged 92
		SP:Iteration 196Q (23951.840000 sec): 3 clusters
  Score: Raw -33463315.403313 + Penalty 14387.135636 = -33448928.267677
  nChanged 57
		SP:Iteration 197Q (23952.550000 sec): 3 clusters
  Score: Raw -33463320.547292 + Penalty 14387.135636 = -33448933.411656
  nChanged 38
		SP:Iteration 198Q (23953.270000 sec): 3 clusters
  Score: Raw -33463323.161686 + Penalty 14387.135636 = -33448936.026049
  nChanged 15
		SP:Iteration 199Q (23953.980000 sec): 3 clusters
  Score: Raw -33463324.168721 + Penalty 14387.135636 = -33448937.033085
  nChanged 13
		SP:Iteration 200F (23954.930000 sec): 3 clusters
  Score: Raw -33463324.964048 + Penalty 14387.135636 = -33448937.828412
  nChanged 6
		SP:Iteration 201Q (23955.650000 sec): 3 clusters
  Score: Raw -33463325.323732 + Penalty 14387.135636 = -33448938.188096
  nChanged 2
		SP:Iteration 202Q (23956.370000 sec): 3 clusters
  Score: Raw -33463325.434536 + Penalty 14387.135636 = -33448938.298899
  nChanged 4
		SP:Iteration 203Q (23957.090000 sec): 3 clusters
  Score: Raw -33463325.613536 + Penalty 14387.135636 = -33448938.477900
  nChanged 0
		SP:Iteration 204F (23958.040000 sec): 3 clusters
  Score: Raw -33463325.613536 + Penalty 14387.135636 = -33448938.477900
  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 23.77 GB.

 Trying to split cluster 14 (44445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23958.380000 sec): 2 clusters
  Score: Raw -11491438.021115 + Penalty 6554.979746 = -11484883.041369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23958.720000 sec): 3 clusters
  Score: Raw -11466279.736628 + Penalty 13109.959492 = -11453169.777136
  nChanged 19509
		SP:Iteration 1F (23959.060000 sec): 3 clusters
  Score: Raw -11479253.213328 + Penalty 13109.959492 = -11466143.253836
  nChanged 4102
		SP:Iteration 2F (23959.390000 sec): 3 clusters
  Score: Raw -11485504.912247 + Penalty 13109.959492 = -11472394.952755
  nChanged 4527
		SP:Iteration 3F (23959.730000 sec): 3 clusters
  Score: Raw -11494987.014611 + Penalty 13109.959492 = -11481877.055119
  nChanged 4412
		SP:Iteration 4F (23960.060000 sec): 3 clusters
  Score: Raw -11501697.559243 + Penalty 13109.959492 = -11488587.599751
  nChanged 4691
		SP:Iteration 5F (23960.400000 sec): 3 clusters
  Score: Raw -11506383.565365 + Penalty 13109.959492 = -11493273.605873
  nChanged 3750
		SP:Iteration 6F (23960.740000 sec): 3 clusters
  Score: Raw -11509923.862468 + Penalty 13109.959492 = -11496813.902976
  nChanged 2332
		SP:Iteration 7F (23961.080000 sec): 3 clusters
  Score: Raw -11511937.762475 + Penalty 13109.959492 = -11498827.802982
  nChanged 1382
		SP:Iteration 8Q (23961.390000 sec): 3 clusters
  Score: Raw -11513252.984567 + Penalty 13109.959492 = -11500143.025075
  nChanged 837
		SP:Iteration 9Q (23961.690000 sec): 3 clusters
  Score: Raw -11514183.310616 + Penalty 13109.959492 = -11501073.351124
  nChanged 477
		SP:Iteration 10Q (23961.990000 sec): 3 clusters
  Score: Raw -11514693.491976 + Penalty 13109.959492 = -11501583.532484
  nChanged 313
		SP:Iteration 11Q (23962.270000 sec): 3 clusters
  Score: Raw -11514928.353453 + Penalty 13109.959492 = -11501818.393961
  nChanged 185
		SP:Iteration 12Q (23962.540000 sec): 3 clusters
  Score: Raw -11515029.805352 + Penalty 13109.959492 = -11501919.845859
  nChanged 130
		SP:Iteration 13Q (23962.800000 sec): 3 clusters
  Score: Raw -11515099.602618 + Penalty 13109.959492 = -11501989.643125
  nChanged 81
		SP:Iteration 14Q (23963.050000 sec): 3 clusters
  Score: Raw -11515135.375607 + Penalty 13109.959492 = -11502025.416115
  nChanged 52
		SP:Iteration 15Q (23963.300000 sec): 3 clusters
  Score: Raw -11515153.567601 + Penalty 13109.959492 = -11502043.608109
  nChanged 46
		SP:Iteration 16Q (23963.540000 sec): 3 clusters
  Score: Raw -11515166.564119 + Penalty 13109.959492 = -11502056.604627
  nChanged 22
		SP:Iteration 17Q (23963.790000 sec): 3 clusters
  Score: Raw -11515172.323131 + Penalty 13109.959492 = -11502062.363639
  nChanged 17
		SP:Iteration 18Q (23964.030000 sec): 3 clusters
  Score: Raw -11515175.601687 + Penalty 13109.959492 = -11502065.642195
  nChanged 6
		SP:Iteration 19Q (23964.280000 sec): 3 clusters
  Score: Raw -11515176.391432 + Penalty 13109.959492 = -11502066.431939
  nChanged 5
		SP:Iteration 20F (23964.610000 sec): 3 clusters
  Score: Raw -11515177.408277 + Penalty 13109.959492 = -11502067.448785
  nChanged 7
		SP:Iteration 21Q (23964.860000 sec): 3 clusters
  Score: Raw -11515180.077664 + Penalty 13109.959492 = -11502070.118172
  nChanged 3
		SP:Iteration 22Q (23965.100000 sec): 3 clusters
  Score: Raw -11515180.467198 + Penalty 13109.959492 = -11502070.507706
  nChanged 1
		SP:Iteration 23Q (23965.340000 sec): 3 clusters
  Score: Raw -11515180.559163 + Penalty 13109.959492 = -11502070.599671
  nChanged 0
		SP:Iteration 24F (23965.680000 sec): 3 clusters
  Score: Raw -11515180.559163 + Penalty 13109.959492 = -11502070.599671
  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 23.77 GB.

 Trying to split cluster 15 (4007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23965.740000 sec): 2 clusters
  Score: Raw -876027.772065 + Penalty 5081.176343 = -870946.595722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23965.770000 sec): 3 clusters
  Score: Raw -876658.799114 + Penalty 10162.352686 = -866496.446428
  nChanged 1575
		SP:Iteration 1F (23965.800000 sec): 3 clusters
  Score: Raw -887427.683962 + Penalty 10162.352686 = -877265.331277
  nChanged 1005
		SP:Iteration 2F (23965.830000 sec): 3 clusters
  Score: Raw -902347.699526 + Penalty 10162.352686 = -892185.346840
  nChanged 335
		SP:Iteration 3F (23965.860000 sec): 3 clusters
  Score: Raw -910394.202165 + Penalty 10162.352686 = -900231.849479
  nChanged 89
		SP:Iteration 4Q (23965.880000 sec): 3 clusters
  Score: Raw -912002.120037 + Penalty 10162.352686 = -901839.767352
  nChanged 36
		SP:Iteration 5Q (23965.900000 sec): 3 clusters
  Score: Raw -912198.392612 + Penalty 10162.352686 = -902036.039926
  nChanged 16
		SP:Iteration 6Q (23965.920000 sec): 3 clusters
  Score: Raw -912296.781898 + Penalty 10162.352686 = -902134.429213
  nChanged 11
		SP:Iteration 7Q (23965.940000 sec): 3 clusters
  Score: Raw -912366.341531 + Penalty 10162.352686 = -902203.988846
  nChanged 8
		SP:Iteration 8Q (23965.960000 sec): 3 clusters
  Score: Raw -912381.418323 + Penalty 10162.352686 = -902219.065637
  nChanged 4
		SP:Iteration 9Q (23965.980000 sec): 3 clusters
  Score: Raw -912384.691667 + Penalty 10162.352686 = -902222.338982
  nChanged 3
		SP:Iteration 10Q (23966.000000 sec): 3 clusters
  Score: Raw -912387.394657 + Penalty 10162.352686 = -902225.041972
  nChanged 0
		SP:Iteration 11F (23966.030000 sec): 3 clusters
  Score: Raw -912865.786508 + Penalty 10162.352686 = -902703.433822
  nChanged 22
		SP:Iteration 12Q (23966.050000 sec): 3 clusters
  Score: Raw -914835.251870 + Penalty 10162.352686 = -904672.899185
  nChanged 47
		SP:Iteration 13Q (23966.070000 sec): 3 clusters
  Score: Raw -916095.333379 + Penalty 10162.352686 = -905932.980694
  nChanged 31
		SP:Iteration 14Q (23966.100000 sec): 3 clusters
  Score: Raw -916904.105393 + Penalty 10162.352686 = -906741.752707
  nChanged 18
		SP:Iteration 15Q (23966.120000 sec): 3 clusters
  Score: Raw -917111.253022 + Penalty 10162.352686 = -906948.900336
  nChanged 15
		SP:Iteration 16Q (23966.140000 sec): 3 clusters
  Score: Raw -917151.819732 + Penalty 10162.352686 = -906989.467046
  nChanged 11
		SP:Iteration 17Q (23966.160000 sec): 3 clusters
  Score: Raw -917173.634430 + Penalty 10162.352686 = -907011.281744
  nChanged 5
		SP:Iteration 18Q (23966.180000 sec): 3 clusters
  Score: Raw -917191.176861 + Penalty 10162.352686 = -907028.824175
  nChanged 5
		SP:Iteration 19Q (23966.200000 sec): 3 clusters
  Score: Raw -917213.222265 + Penalty 10162.352686 = -907050.869580
  nChanged 4
		SP:Iteration 20F (23966.220000 sec): 3 clusters
  Score: Raw -918655.829931 + Penalty 10162.352686 = -908493.477246
  nChanged 45
		SP:Iteration 21Q (23966.240000 sec): 3 clusters
  Score: Raw -923585.485904 + Penalty 10162.352686 = -913423.133219
  nChanged 93
		SP:Iteration 22Q (23966.270000 sec): 3 clusters
  Score: Raw -926498.772803 + Penalty 10162.352686 = -916336.420117
  nChanged 93
		SP:Iteration 23Q (23966.290000 sec): 3 clusters
  Score: Raw -927992.323230 + Penalty 10162.352686 = -917829.970544
  nChanged 78
		SP:Iteration 24Q (23966.310000 sec): 3 clusters
  Score: Raw -928857.386417 + Penalty 10162.352686 = -918695.033731
  nChanged 77
		SP:Iteration 25Q (23966.330000 sec): 3 clusters
  Score: Raw -929473.295588 + Penalty 10162.352686 = -919310.942903
  nChanged 76
		SP:Iteration 26Q (23966.350000 sec): 3 clusters
  Score: Raw -929988.932392 + Penalty 10162.352686 = -919826.579707
  nChanged 65
		SP:Iteration 27Q (23966.370000 sec): 3 clusters
  Score: Raw -930469.897851 + Penalty 10162.352686 = -920307.545165
  nChanged 59
		SP:Iteration 28Q (23966.390000 sec): 3 clusters
  Score: Raw -930944.611012 + Penalty 10162.352686 = -920782.258326
  nChanged 60
		SP:Iteration 29Q (23966.410000 sec): 3 clusters
  Score: Raw -931554.553215 + Penalty 10162.352686 = -921392.200529
  nChanged 66
		SP:Iteration 30Q (23966.430000 sec): 3 clusters
  Score: Raw -932452.456080 + Penalty 10162.352686 = -922290.103395
  nChanged 66
		SP:Iteration 31Q (23966.450000 sec): 3 clusters
  Score: Raw -933849.127754 + Penalty 10162.352686 = -923686.775069
  nChanged 34
		SP:Iteration 32Q (23966.470000 sec): 3 clusters
  Score: Raw -934987.430186 + Penalty 10162.352686 = -924825.077500
  nChanged 2
		SP:Iteration 33Q (23966.490000 sec): 3 clusters
  Score: Raw -934991.173782 + Penalty 10162.352686 = -924828.821097
  nChanged 0
		SP:Iteration 34F (23966.520000 sec): 3 clusters
  Score: Raw -935000.679734 + Penalty 10162.352686 = -924838.327049
  nChanged 3
		SP:Iteration 35Q (23966.540000 sec): 3 clusters
  Score: Raw -935021.862525 + Penalty 10162.352686 = -924859.509839
  nChanged 8
		SP:Iteration 36Q (23966.560000 sec): 3 clusters
  Score: Raw -935086.945807 + Penalty 10162.352686 = -924924.593122
  nChanged 3
		SP:Iteration 37Q (23966.580000 sec): 3 clusters
  Score: Raw -935117.815404 + Penalty 10162.352686 = -924955.462719
  nChanged 3
		SP:Iteration 38Q (23966.600000 sec): 3 clusters
  Score: Raw -935126.010042 + Penalty 10162.352686 = -924963.657357
  nChanged 0
		SP:Iteration 39F (23966.620000 sec): 3 clusters
  Score: Raw -935156.081536 + Penalty 10162.352686 = -924993.728850
  nChanged 9
		SP:Iteration 40F (23966.660000 sec): 3 clusters
  Score: Raw -935251.620911 + Penalty 10162.352686 = -925089.268226
  nChanged 8
		SP:Iteration 41Q (23966.680000 sec): 3 clusters
  Score: Raw -935332.388768 + Penalty 10162.352686 = -925170.036082
  nChanged 7
		SP:Iteration 42Q (23966.700000 sec): 3 clusters
  Score: Raw -935385.608368 + Penalty 10162.352686 = -925223.255683
  nChanged 2
		SP:Iteration 43Q (23966.710000 sec): 3 clusters
  Score: Raw -935413.860118 + Penalty 10162.352686 = -925251.507432
  nChanged 2
		SP:Iteration 44Q (23966.730000 sec): 3 clusters
  Score: Raw -935417.556965 + Penalty 10162.352686 = -925255.204280
  nChanged 0
		SP:Iteration 45F (23966.760000 sec): 3 clusters
  Score: Raw -935484.395276 + Penalty 10162.352686 = -925322.042591
  nChanged 12
		SP:Iteration 46Q (23966.780000 sec): 3 clusters
  Score: Raw -935690.232327 + Penalty 10162.352686 = -925527.879641
  nChanged 6
		SP:Iteration 47Q (23966.800000 sec): 3 clusters
  Score: Raw -935823.283553 + Penalty 10162.352686 = -925660.930867
  nChanged 5
		SP:Iteration 48Q (23966.820000 sec): 3 clusters
  Score: Raw -935894.723473 + Penalty 10162.352686 = -925732.370788
  nChanged 2
		SP:Iteration 49Q (23966.840000 sec): 3 clusters
  Score: Raw -936053.017980 + Penalty 10162.352686 = -925890.665294
  nChanged 5
		SP:Iteration 50Q (23966.860000 sec): 3 clusters
  Score: Raw -936172.281138 + Penalty 10162.352686 = -926009.928452
  nChanged 1
		SP:Iteration 51Q (23966.880000 sec): 3 clusters
  Score: Raw -936177.433771 + Penalty 10162.352686 = -926015.081086
  nChanged 0
		SP:Iteration 52F (23966.910000 sec): 3 clusters
  Score: Raw -936300.460037 + Penalty 10162.352686 = -926138.107351
  nChanged 8
		SP:Iteration 53Q (23966.930000 sec): 3 clusters
  Score: Raw -936424.279372 + Penalty 10162.352686 = -926261.926687
  nChanged 0
		SP:Iteration 54F (23966.960000 sec): 3 clusters
  Score: Raw -936437.424539 + Penalty 10162.352686 = -926275.071853
  nChanged 1
		SP:Iteration 55Q (23966.980000 sec): 3 clusters
  Score: Raw -936441.311992 + Penalty 10162.352686 = -926278.959306
  nChanged 0
		SP:Iteration 56F (23967.010000 sec): 3 clusters
  Score: Raw -936441.311992 + Penalty 10162.352686 = -926278.959306
  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 23.77 GB.

 Trying to split cluster 16 (35809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23967.260000 sec): 2 clusters
  Score: Raw -9332742.306319 + Penalty 6422.647154 = -9326319.659165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23967.530000 sec): 3 clusters
  Score: Raw -9312688.199520 + Penalty 12845.294308 = -9299842.905212
  nChanged 15401
		SP:Iteration 1F (23967.800000 sec): 3 clusters
  Score: Raw -9321449.428517 + Penalty 12845.294308 = -9308604.134209
  nChanged 2748
		SP:Iteration 2F (23968.070000 sec): 3 clusters
  Score: Raw -9323822.908881 + Penalty 12845.294308 = -9310977.614572
  nChanged 3032
		SP:Iteration 3F (23968.340000 sec): 3 clusters
  Score: Raw -9327269.701899 + Penalty 12845.294308 = -9314424.407591
  nChanged 3581
		SP:Iteration 4F (23968.610000 sec): 3 clusters
  Score: Raw -9331664.146598 + Penalty 12845.294308 = -9318818.852290
  nChanged 3489
		SP:Iteration 5F (23968.880000 sec): 3 clusters
  Score: Raw -9335923.825014 + Penalty 12845.294308 = -9323078.530706
  nChanged 2762
		SP:Iteration 6F (23969.150000 sec): 3 clusters
  Score: Raw -9338617.655949 + Penalty 12845.294308 = -9325772.361640
  nChanged 1778
		SP:Iteration 7Q (23969.420000 sec): 3 clusters
  Score: Raw -9340072.648674 + Penalty 12845.294308 = -9327227.354366
  nChanged 1219
		SP:Iteration 8Q (23969.670000 sec): 3 clusters
  Score: Raw -9341041.466827 + Penalty 12845.294308 = -9328196.172519
  nChanged 985
		SP:Iteration 9Q (23969.930000 sec): 3 clusters
  Score: Raw -9341846.741086 + Penalty 12845.294308 = -9329001.446777
  nChanged 747
		SP:Iteration 10Q (23970.180000 sec): 3 clusters
  Score: Raw -9342295.077017 + Penalty 12845.294308 = -9329449.782708
  nChanged 585
		SP:Iteration 11Q (23970.420000 sec): 3 clusters
  Score: Raw -9342543.837318 + Penalty 12845.294308 = -9329698.543010
  nChanged 423
		SP:Iteration 12Q (23970.670000 sec): 3 clusters
  Score: Raw -9342674.356540 + Penalty 12845.294308 = -9329829.062232
  nChanged 307
		SP:Iteration 13Q (23970.920000 sec): 3 clusters
  Score: Raw -9342755.492509 + Penalty 12845.294308 = -9329910.198201
  nChanged 223
		SP:Iteration 14Q (23971.160000 sec): 3 clusters
  Score: Raw -9342806.855148 + Penalty 12845.294308 = -9329961.560840
  nChanged 174
		SP:Iteration 15Q (23971.400000 sec): 3 clusters
  Score: Raw -9342846.594004 + Penalty 12845.294308 = -9330001.299696
  nChanged 147
		SP:Iteration 16Q (23971.640000 sec): 3 clusters
  Score: Raw -9342879.050726 + Penalty 12845.294308 = -9330033.756418
  nChanged 150
		SP:Iteration 17Q (23971.880000 sec): 3 clusters
  Score: Raw -9342913.830768 + Penalty 12845.294308 = -9330068.536459
  nChanged 141
		SP:Iteration 18Q (23972.130000 sec): 3 clusters
  Score: Raw -9342951.852246 + Penalty 12845.294308 = -9330106.557938
  nChanged 146
		SP:Iteration 19Q (23972.370000 sec): 3 clusters
  Score: Raw -9342995.199957 + Penalty 12845.294308 = -9330149.905649
  nChanged 165
		SP:Iteration 20F (23972.640000 sec): 3 clusters
  Score: Raw -9343046.444315 + Penalty 12845.294308 = -9330201.150007
  nChanged 178
		SP:Iteration 21Q (23972.880000 sec): 3 clusters
  Score: Raw -9343105.220346 + Penalty 12845.294308 = -9330259.926038
  nChanged 200
		SP:Iteration 22Q (23973.120000 sec): 3 clusters
  Score: Raw -9343166.945820 + Penalty 12845.294308 = -9330321.651512
  nChanged 212
		SP:Iteration 23Q (23973.360000 sec): 3 clusters
  Score: Raw -9343230.647299 + Penalty 12845.294308 = -9330385.352991
  nChanged 221
		SP:Iteration 24Q (23973.600000 sec): 3 clusters
  Score: Raw -9343306.786742 + Penalty 12845.294308 = -9330461.492434
  nChanged 213
		SP:Iteration 25Q (23973.830000 sec): 3 clusters
  Score: Raw -9343378.114861 + Penalty 12845.294308 = -9330532.820552
  nChanged 211
		SP:Iteration 26Q (23974.060000 sec): 3 clusters
  Score: Raw -9343450.007100 + Penalty 12845.294308 = -9330604.712792
  nChanged 212
		SP:Iteration 27Q (23974.300000 sec): 3 clusters
  Score: Raw -9343514.493201 + Penalty 12845.294308 = -9330669.198893
  nChanged 208
		SP:Iteration 28Q (23974.540000 sec): 3 clusters
  Score: Raw -9343578.641040 + Penalty 12845.294308 = -9330733.346732
  nChanged 224
		SP:Iteration 29Q (23974.780000 sec): 3 clusters
  Score: Raw -9343652.897684 + Penalty 12845.294308 = -9330807.603375
  nChanged 232
		SP:Iteration 30Q (23975.020000 sec): 3 clusters
  Score: Raw -9343736.826457 + Penalty 12845.294308 = -9330891.532149
  nChanged 247
		SP:Iteration 31Q (23975.250000 sec): 3 clusters
  Score: Raw -9343824.142280 + Penalty 12845.294308 = -9330978.847972
  nChanged 263
		SP:Iteration 32Q (23975.490000 sec): 3 clusters
  Score: Raw -9343929.588331 + Penalty 12845.294308 = -9331084.294023
  nChanged 321
		SP:Iteration 33Q (23975.720000 sec): 3 clusters
  Score: Raw -9344067.136948 + Penalty 12845.294308 = -9331221.842640
  nChanged 339
		SP:Iteration 34Q (23975.960000 sec): 3 clusters
  Score: Raw -9344236.902032 + Penalty 12845.294308 = -9331391.607724
  nChanged 393
		SP:Iteration 35Q (23976.200000 sec): 3 clusters
  Score: Raw -9344491.528482 + Penalty 12845.294308 = -9331646.234174
  nChanged 491
		SP:Iteration 36Q (23976.430000 sec): 3 clusters
  Score: Raw -9344878.052637 + Penalty 12845.294308 = -9332032.758328
  nChanged 609
		SP:Iteration 37Q (23976.660000 sec): 3 clusters
  Score: Raw -9345430.259389 + Penalty 12845.294308 = -9332584.965081
  nChanged 689
		SP:Iteration 38Q (23976.890000 sec): 3 clusters
  Score: Raw -9346033.319210 + Penalty 12845.294308 = -9333188.024901
  nChanged 629
		SP:Iteration 39Q (23977.120000 sec): 3 clusters
  Score: Raw -9346497.451736 + Penalty 12845.294308 = -9333652.157428
  nChanged 554
		SP:Iteration 40F (23977.390000 sec): 3 clusters
  Score: Raw -9346826.203265 + Penalty 12845.294308 = -9333980.908957
  nChanged 484
		SP:Iteration 41Q (23977.620000 sec): 3 clusters
  Score: Raw -9347105.245102 + Penalty 12845.294308 = -9334259.950794
  nChanged 487
		SP:Iteration 42Q (23977.840000 sec): 3 clusters
  Score: Raw -9347451.183934 + Penalty 12845.294308 = -9334605.889626
  nChanged 545
		SP:Iteration 43Q (23978.070000 sec): 3 clusters
  Score: Raw -9348070.184673 + Penalty 12845.294308 = -9335224.890365
  nChanged 758
		SP:Iteration 44Q (23978.290000 sec): 3 clusters
  Score: Raw -9349562.769521 + Penalty 12845.294308 = -9336717.475212
  nChanged 968
		SP:Iteration 45Q (23978.510000 sec): 3 clusters
  Score: Raw -9352809.824127 + Penalty 12845.294308 = -9339964.529819
  nChanged 867
		SP:Iteration 46Q (23978.720000 sec): 3 clusters
  Score: Raw -9355773.575006 + Penalty 12845.294308 = -9342928.280698
  nChanged 444
		SP:Iteration 47Q (23978.920000 sec): 3 clusters
  Score: Raw -9356237.791508 + Penalty 12845.294308 = -9343392.497200
  nChanged 173
		SP:Iteration 48Q (23979.120000 sec): 3 clusters
  Score: Raw -9356287.360148 + Penalty 12845.294308 = -9343442.065840
  nChanged 66
		SP:Iteration 49Q (23979.330000 sec): 3 clusters
  Score: Raw -9356300.213612 + Penalty 12845.294308 = -9343454.919303
  nChanged 29
		SP:Iteration 50Q (23979.530000 sec): 3 clusters
  Score: Raw -9356304.261848 + Penalty 12845.294308 = -9343458.967540
  nChanged 13
		SP:Iteration 51Q (23979.730000 sec): 3 clusters
  Score: Raw -9356305.657213 + Penalty 12845.294308 = -9343460.362905
  nChanged 6
		SP:Iteration 52Q (23979.920000 sec): 3 clusters
  Score: Raw -9356306.513995 + Penalty 12845.294308 = -9343461.219687
  nChanged 5
		SP:Iteration 53Q (23980.120000 sec): 3 clusters
  Score: Raw -9356307.188960 + Penalty 12845.294308 = -9343461.894652
  nChanged 1
		SP:Iteration 54Q (23980.320000 sec): 3 clusters
  Score: Raw -9356307.245381 + Penalty 12845.294308 = -9343461.951073
  nChanged 0
		SP:Iteration 55F (23980.590000 sec): 3 clusters
  Score: Raw -9356308.427886 + Penalty 12845.294308 = -9343463.133578
  nChanged 1
		SP:Iteration 56Q (23980.800000 sec): 3 clusters
  Score: Raw -9356308.724958 + Penalty 12845.294308 = -9343463.430650
  nChanged 0
		SP:Iteration 57F (23981.060000 sec): 3 clusters
  Score: Raw -9356308.724958 + Penalty 12845.294308 = -9343463.430650
  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 23.77 GB.

 Trying to split cluster 17 (493917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23985.700000 sec): 2 clusters
  Score: Raw -130989961.225624 + Penalty 8029.950194 = -130981931.275430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23989.500000 sec): 3 clusters
  Score: Raw -130666535.106002 + Penalty 16059.900388 = -130650475.205613
  nChanged 237317
		SP:Iteration 1F (23993.300000 sec): 3 clusters
  Score: Raw -130806944.730271 + Penalty 16059.900388 = -130790884.829882
  nChanged 14687
		SP:Iteration 2Q (23997.130000 sec): 3 clusters
  Score: Raw -130811124.237622 + Penalty 16059.900388 = -130795064.337234
  nChanged 17580
		SP:Iteration 3Q (24000.950000 sec): 3 clusters
  Score: Raw -130818089.144647 + Penalty 16059.900388 = -130802029.244259
  nChanged 22224
		SP:Iteration 4Q (24004.780000 sec): 3 clusters
  Score: Raw -130830445.687026 + Penalty 16059.900388 = -130814385.786637
  nChanged 29225
		SP:Iteration 5F (24008.590000 sec): 3 clusters
  Score: Raw -130851671.744251 + Penalty 16059.900388 = -130835611.843863
  nChanged 36480
		SP:Iteration 6F (24012.400000 sec): 3 clusters
  Score: Raw -130880032.634940 + Penalty 16059.900388 = -130863972.734551
  nChanged 38183
		SP:Iteration 7F (24016.200000 sec): 3 clusters
  Score: Raw -130905974.452573 + Penalty 16059.900388 = -130889914.552185
  nChanged 32990
		SP:Iteration 8F (24020.020000 sec): 3 clusters
  Score: Raw -130923203.527543 + Penalty 16059.900388 = -130907143.627155
  nChanged 24572
		SP:Iteration 9Q (24023.740000 sec): 3 clusters
  Score: Raw -130932696.784190 + Penalty 16059.900388 = -130916636.883802
  nChanged 17456
		SP:Iteration 10Q (24027.450000 sec): 3 clusters
  Score: Raw -130937897.862116 + Penalty 16059.900388 = -130921837.961728
  nChanged 13095
		SP:Iteration 11Q (24031.140000 sec): 3 clusters
  Score: Raw -130941376.505443 + Penalty 16059.900388 = -130925316.605055
  nChanged 11253
		SP:Iteration 12Q (24034.830000 sec): 3 clusters
  Score: Raw -130944454.833858 + Penalty 16059.900388 = -130928394.933470
  nChanged 11602
		SP:Iteration 13Q (24038.480000 sec): 3 clusters
  Score: Raw -130947849.336981 + Penalty 16059.900388 = -130931789.436593
  nChanged 12709
		SP:Iteration 14Q (24042.120000 sec): 3 clusters
  Score: Raw -130951814.951728 + Penalty 16059.900388 = -130935755.051340
  nChanged 13903
		SP:Iteration 15Q (24045.740000 sec): 3 clusters
  Score: Raw -130956505.565569 + Penalty 16059.900388 = -130940445.665181
  nChanged 14931
		SP:Iteration 16Q (24049.320000 sec): 3 clusters
  Score: Raw -130961942.365386 + Penalty 16059.900388 = -130945882.464998
  nChanged 15497
		SP:Iteration 17Q (24052.870000 sec): 3 clusters
  Score: Raw -130967970.555025 + Penalty 16059.900388 = -130951910.654637
  nChanged 15524
		SP:Iteration 18Q (24056.370000 sec): 3 clusters
  Score: Raw -130974396.360340 + Penalty 16059.900388 = -130958336.459952
  nChanged 15185
		SP:Iteration 19Q (24059.830000 sec): 3 clusters
  Score: Raw -130980859.297735 + Penalty 16059.900388 = -130964799.397347
  nChanged 14108
		SP:Iteration 20F (24063.640000 sec): 3 clusters
  Score: Raw -130986933.984194 + Penalty 16059.900388 = -130970874.083806
  nChanged 12595
		SP:Iteration 21Q (24066.960000 sec): 3 clusters
  Score: Raw -130992219.262926 + Penalty 16059.900388 = -130976159.362538
  nChanged 10843
		SP:Iteration 22Q (24070.200000 sec): 3 clusters
  Score: Raw -130996564.207578 + Penalty 16059.900388 = -130980504.307190
  nChanged 8799
		SP:Iteration 23Q (24073.370000 sec): 3 clusters
  Score: Raw -130999813.938397 + Penalty 16059.900388 = -130983754.038009
  nChanged 6963
		SP:Iteration 24Q (24076.480000 sec): 3 clusters
  Score: Raw -131002128.278335 + Penalty 16059.900388 = -130986068.377947
  nChanged 5441
		SP:Iteration 25Q (24079.530000 sec): 3 clusters
  Score: Raw -131003766.641589 + Penalty 16059.900388 = -130987706.741201
  nChanged 4276
		SP:Iteration 26Q (24082.530000 sec): 3 clusters
  Score: Raw -131004932.762927 + Penalty 16059.900388 = -130988872.862539
  nChanged 3290
		SP:Iteration 27Q (24085.500000 sec): 3 clusters
  Score: Raw -131005726.961781 + Penalty 16059.900388 = -130989667.061393
  nChanged 2547
		SP:Iteration 28Q (24088.440000 sec): 3 clusters
  Score: Raw -131006258.150115 + Penalty 16059.900388 = -130990198.249727
  nChanged 1928
		SP:Iteration 29Q (24091.360000 sec): 3 clusters
  Score: Raw -131006593.863764 + Penalty 16059.900388 = -130990533.963376
  nChanged 1481
		SP:Iteration 30Q (24094.260000 sec): 3 clusters
  Score: Raw -131006828.796777 + Penalty 16059.900388 = -130990768.896389
  nChanged 1175
		SP:Iteration 31Q (24097.140000 sec): 3 clusters
  Score: Raw -131006987.342091 + Penalty 16059.900388 = -130990927.441703
  nChanged 935
		SP:Iteration 32Q (24100.000000 sec): 3 clusters
  Score: Raw -131007101.156512 + Penalty 16059.900388 = -130991041.256124
  nChanged 740
		SP:Iteration 33Q (24102.860000 sec): 3 clusters
  Score: Raw -131007183.022822 + Penalty 16059.900388 = -130991123.122434
  nChanged 583
		SP:Iteration 34Q (24105.710000 sec): 3 clusters
  Score: Raw -131007239.919423 + Penalty 16059.900388 = -130991180.019035
  nChanged 482
		SP:Iteration 35Q (24108.560000 sec): 3 clusters
  Score: Raw -131007281.857886 + Penalty 16059.900388 = -130991221.957498
  nChanged 396
		SP:Iteration 36Q (24111.390000 sec): 3 clusters
  Score: Raw -131007315.111950 + Penalty 16059.900388 = -130991255.211562
  nChanged 327
		SP:Iteration 37Q (24114.240000 sec): 3 clusters
  Score: Raw -131007338.962023 + Penalty 16059.900388 = -130991279.061635
  nChanged 228
		SP:Iteration 38Q (24117.100000 sec): 3 clusters
  Score: Raw -131007354.471649 + Penalty 16059.900388 = -130991294.571261
  nChanged 186
		SP:Iteration 39Q (24119.950000 sec): 3 clusters
  Score: Raw -131007366.879127 + Penalty 16059.900388 = -130991306.978739
  nChanged 160
		SP:Iteration 40F (24123.790000 sec): 3 clusters
  Score: Raw -131007376.184453 + Penalty 16059.900388 = -130991316.284065
  nChanged 122
		SP:Iteration 41Q (24126.650000 sec): 3 clusters
  Score: Raw -131007383.288948 + Penalty 16059.900388 = -130991323.388560
  nChanged 102
		SP:Iteration 42Q (24129.530000 sec): 3 clusters
  Score: Raw -131007389.155516 + Penalty 16059.900388 = -130991329.255128
  nChanged 99
		SP:Iteration 43Q (24132.420000 sec): 3 clusters
  Score: Raw -131007394.799677 + Penalty 16059.900388 = -130991334.899289
  nChanged 88
		SP:Iteration 44Q (24135.330000 sec): 3 clusters
  Score: Raw -131007399.423614 + Penalty 16059.900388 = -130991339.523225
  nChanged 76
		SP:Iteration 45Q (24138.160000 sec): 3 clusters
  Score: Raw -131007403.166905 + Penalty 16059.900388 = -130991343.266517
  nChanged 69
		SP:Iteration 46Q (24140.990000 sec): 3 clusters
  Score: Raw -131007406.893105 + Penalty 16059.900388 = -130991346.992717
  nChanged 64
		SP:Iteration 47Q (24143.820000 sec): 3 clusters
  Score: Raw -131007409.749746 + Penalty 16059.900388 = -130991349.849358
  nChanged 49
		SP:Iteration 48Q (24146.640000 sec): 3 clusters
  Score: Raw -131007412.020915 + Penalty 16059.900388 = -130991352.120527
  nChanged 45
		SP:Iteration 49Q (24149.460000 sec): 3 clusters
  Score: Raw -131007414.064506 + Penalty 16059.900388 = -130991354.164118
  nChanged 46
		SP:Iteration 50Q (24152.270000 sec): 3 clusters
  Score: Raw -131007416.095151 + Penalty 16059.900388 = -130991356.194763
  nChanged 33
		SP:Iteration 51Q (24155.080000 sec): 3 clusters
  Score: Raw -131007417.531458 + Penalty 16059.900388 = -130991357.631069
  nChanged 31
		SP:Iteration 52Q (24157.900000 sec): 3 clusters
  Score: Raw -131007418.987622 + Penalty 16059.900388 = -130991359.087234
  nChanged 30
		SP:Iteration 53Q (24160.710000 sec): 3 clusters
  Score: Raw -131007420.478012 + Penalty 16059.900388 = -130991360.577624
  nChanged 31
		SP:Iteration 54Q (24163.520000 sec): 3 clusters
  Score: Raw -131007421.762604 + Penalty 16059.900388 = -130991361.862216
  nChanged 24
		SP:Iteration 55Q (24166.330000 sec): 3 clusters
  Score: Raw -131007422.782212 + Penalty 16059.900388 = -130991362.881824
  nChanged 16
		SP:Iteration 56Q (24169.150000 sec): 3 clusters
  Score: Raw -131007423.542728 + Penalty 16059.900388 = -130991363.642340
  nChanged 16
		SP:Iteration 57Q (24171.970000 sec): 3 clusters
  Score: Raw -131007424.250003 + Penalty 16059.900388 = -130991364.349614
  nChanged 16
		SP:Iteration 58Q (24174.780000 sec): 3 clusters
  Score: Raw -131007425.079445 + Penalty 16059.900388 = -130991365.179057
  nChanged 16
		SP:Iteration 59Q (24177.750000 sec): 3 clusters
  Score: Raw -131007425.763035 + Penalty 16059.900388 = -130991365.862647
  nChanged 20
		SP:Iteration 60F (24181.530000 sec): 3 clusters
  Score: Raw -131007426.617978 + Penalty 16059.900388 = -130991366.717590
  nChanged 15
		SP:Iteration 61Q (24184.340000 sec): 3 clusters
  Score: Raw -131007427.224173 + Penalty 16059.900388 = -130991367.323785
  nChanged 7
		SP:Iteration 62Q (24187.160000 sec): 3 clusters
  Score: Raw -131007427.442472 + Penalty 16059.900388 = -130991367.542084
  nChanged 3
		SP:Iteration 63Q (24189.980000 sec): 3 clusters
  Score: Raw -131007427.532468 + Penalty 16059.900388 = -130991367.632080
  nChanged 2
		SP:Iteration 64Q (24192.790000 sec): 3 clusters
  Score: Raw -131007427.596538 + Penalty 16059.900388 = -130991367.696150
  nChanged 3
		SP:Iteration 65Q (24195.600000 sec): 3 clusters
  Score: Raw -131007427.707030 + Penalty 16059.900388 = -130991367.806642
  nChanged 5
		SP:Iteration 66Q (24198.420000 sec): 3 clusters
  Score: Raw -131007427.884508 + Penalty 16059.900388 = -130991367.984119
  nChanged 4
		SP:Iteration 67Q (24201.240000 sec): 3 clusters
  Score: Raw -131007428.013921 + Penalty 16059.900388 = -130991368.113533
  nChanged 4
		SP:Iteration 68Q (24204.060000 sec): 3 clusters
  Score: Raw -131007428.144576 + Penalty 16059.900388 = -130991368.244188
  nChanged 4
		SP:Iteration 69Q (24206.900000 sec): 3 clusters
  Score: Raw -131007428.316996 + Penalty 16059.900388 = -130991368.416608
  nChanged 5
		SP:Iteration 70Q (24209.730000 sec): 3 clusters
  Score: Raw -131007428.461920 + Penalty 16059.900388 = -130991368.561532
  nChanged 2
		SP:Iteration 71Q (24212.570000 sec): 3 clusters
  Score: Raw -131007428.530129 + Penalty 16059.900388 = -130991368.629741
  nChanged 2
		SP:Iteration 72Q (24215.410000 sec): 3 clusters
  Score: Raw -131007428.593274 + Penalty 16059.900388 = -130991368.692886
  nChanged 0
		SP:Iteration 73F (24219.210000 sec): 3 clusters
  Score: Raw -131007428.593274 + Penalty 16059.900388 = -130991368.692886
  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 23.77 GB.

 Trying to split cluster 18 (95148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24220.120000 sec): 2 clusters
  Score: Raw -25169816.824959 + Penalty 7021.203172 = -25162795.621786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24220.850000 sec): 3 clusters
  Score: Raw -25111895.082553 + Penalty 14042.406345 = -25097852.676208
  nChanged 43447
		SP:Iteration 1F (24221.580000 sec): 3 clusters
  Score: Raw -25136175.029815 + Penalty 14042.406345 = -25122132.623470
  nChanged 4674
		SP:Iteration 2Q (24222.310000 sec): 3 clusters
  Score: Raw -25138113.796370 + Penalty 14042.406345 = -25124071.390025
  nChanged 4877
		SP:Iteration 3F (24223.040000 sec): 3 clusters
  Score: Raw -25140724.401737 + Penalty 14042.406345 = -25126681.995392
  nChanged 5883
		SP:Iteration 4F (24223.760000 sec): 3 clusters
  Score: Raw -25144753.142959 + Penalty 14042.406345 = -25130710.736614
  nChanged 6936
		SP:Iteration 5F (24224.490000 sec): 3 clusters
  Score: Raw -25150175.906951 + Penalty 14042.406345 = -25136133.500606
  nChanged 7407
		SP:Iteration 6F (24225.220000 sec): 3 clusters
  Score: Raw -25155500.837421 + Penalty 14042.406345 = -25141458.431076
  nChanged 6597
		SP:Iteration 7F (24225.950000 sec): 3 clusters
  Score: Raw -25159252.755812 + Penalty 14042.406345 = -25145210.349467
  nChanged 4982
		SP:Iteration 8F (24226.680000 sec): 3 clusters
  Score: Raw -25161334.815012 + Penalty 14042.406345 = -25147292.408667
  nChanged 3560
		SP:Iteration 9Q (24227.400000 sec): 3 clusters
  Score: Raw -25162405.914550 + Penalty 14042.406345 = -25148363.508205
  nChanged 2465
		SP:Iteration 10Q (24228.120000 sec): 3 clusters
  Score: Raw -25162966.852704 + Penalty 14042.406345 = -25148924.446359
  nChanged 1739
		SP:Iteration 11Q (24228.840000 sec): 3 clusters
  Score: Raw -25163297.036625 + Penalty 14042.406345 = -25149254.630280
  nChanged 1312
		SP:Iteration 12Q (24229.560000 sec): 3 clusters
  Score: Raw -25163522.531056 + Penalty 14042.406345 = -25149480.124711
  nChanged 1087
		SP:Iteration 13Q (24230.290000 sec): 3 clusters
  Score: Raw -25163694.386968 + Penalty 14042.406345 = -25149651.980623
  nChanged 911
		SP:Iteration 14Q (24231.010000 sec): 3 clusters
  Score: Raw -25163835.307777 + Penalty 14042.406345 = -25149792.901432
  nChanged 857
		SP:Iteration 15Q (24231.730000 sec): 3 clusters
  Score: Raw -25163966.594873 + Penalty 14042.406345 = -25149924.188528
  nChanged 821
		SP:Iteration 16Q (24232.450000 sec): 3 clusters
  Score: Raw -25164092.689719 + Penalty 14042.406345 = -25150050.283374
  nChanged 785
		SP:Iteration 17Q (24233.170000 sec): 3 clusters
  Score: Raw -25164212.427263 + Penalty 14042.406345 = -25150170.020918
  nChanged 754
		SP:Iteration 18Q (24233.890000 sec): 3 clusters
  Score: Raw -25164323.335392 + Penalty 14042.406345 = -25150280.929047
  nChanged 778
		SP:Iteration 19Q (24234.610000 sec): 3 clusters
  Score: Raw -25164432.162537 + Penalty 14042.406345 = -25150389.756192
  nChanged 739
		SP:Iteration 20F (24235.340000 sec): 3 clusters
  Score: Raw -25164541.018038 + Penalty 14042.406345 = -25150498.611693
  nChanged 801
		SP:Iteration 21Q (24236.060000 sec): 3 clusters
  Score: Raw -25164664.512029 + Penalty 14042.406345 = -25150622.105684
  nChanged 876
		SP:Iteration 22Q (24236.790000 sec): 3 clusters
  Score: Raw -25164803.244317 + Penalty 14042.406345 = -25150760.837972
  nChanged 897
		SP:Iteration 23Q (24237.520000 sec): 3 clusters
  Score: Raw -25164953.850586 + Penalty 14042.406345 = -25150911.444241
  nChanged 973
		SP:Iteration 24Q (24238.240000 sec): 3 clusters
  Score: Raw -25165125.203119 + Penalty 14042.406345 = -25151082.796774
  nChanged 1051
		SP:Iteration 25Q (24238.960000 sec): 3 clusters
  Score: Raw -25165325.292173 + Penalty 14042.406345 = -25151282.885828
  nChanged 1115
		SP:Iteration 26Q (24239.690000 sec): 3 clusters
  Score: Raw -25165549.511773 + Penalty 14042.406345 = -25151507.105428
  nChanged 1220
		SP:Iteration 27Q (24240.420000 sec): 3 clusters
  Score: Raw -25165797.426282 + Penalty 14042.406345 = -25151755.019937
  nChanged 1278
		SP:Iteration 28Q (24241.150000 sec): 3 clusters
  Score: Raw -25166083.172819 + Penalty 14042.406345 = -25152040.766474
  nChanged 1372
		SP:Iteration 29Q (24241.870000 sec): 3 clusters
  Score: Raw -25166419.728756 + Penalty 14042.406345 = -25152377.322411
  nChanged 1503
		SP:Iteration 30Q (24242.600000 sec): 3 clusters
  Score: Raw -25166813.478124 + Penalty 14042.406345 = -25152771.071779
  nChanged 1609
		SP:Iteration 31Q (24243.330000 sec): 3 clusters
  Score: Raw -25167288.843943 + Penalty 14042.406345 = -25153246.437598
  nChanged 1711
		SP:Iteration 32Q (24244.050000 sec): 3 clusters
  Score: Raw -25167813.657711 + Penalty 14042.406345 = -25153771.251366
  nChanged 1717
		SP:Iteration 33Q (24244.780000 sec): 3 clusters
  Score: Raw -25168343.285676 + Penalty 14042.406345 = -25154300.879331
  nChanged 1630
		SP:Iteration 34Q (24245.500000 sec): 3 clusters
  Score: Raw -25168877.012682 + Penalty 14042.406345 = -25154834.606337
  nChanged 1663
		SP:Iteration 35Q (24246.220000 sec): 3 clusters
  Score: Raw -25169448.053511 + Penalty 14042.406345 = -25155405.647166
  nChanged 1611
		SP:Iteration 36Q (24246.940000 sec): 3 clusters
  Score: Raw -25169998.153242 + Penalty 14042.406345 = -25155955.746897
  nChanged 1491
		SP:Iteration 37Q (24247.650000 sec): 3 clusters
  Score: Raw -25170518.128400 + Penalty 14042.406345 = -25156475.722055
  nChanged 1374
		SP:Iteration 38Q (24248.370000 sec): 3 clusters
  Score: Raw -25171001.687511 + Penalty 14042.406345 = -25156959.281166
  nChanged 1240
		SP:Iteration 39Q (24249.070000 sec): 3 clusters
  Score: Raw -25171436.032659 + Penalty 14042.406345 = -25157393.626314
  nChanged 1066
		SP:Iteration 40F (24249.800000 sec): 3 clusters
  Score: Raw -25171806.897677 + Penalty 14042.406345 = -25157764.491332
  nChanged 906
		SP:Iteration 41Q (24250.490000 sec): 3 clusters
  Score: Raw -25172112.391692 + Penalty 14042.406345 = -25158069.985347
  nChanged 748
		SP:Iteration 42Q (24251.170000 sec): 3 clusters
  Score: Raw -25172363.506311 + Penalty 14042.406345 = -25158321.099966
  nChanged 645
		SP:Iteration 43Q (24251.840000 sec): 3 clusters
  Score: Raw -25172561.739119 + Penalty 14042.406345 = -25158519.332774
  nChanged 544
		SP:Iteration 44Q (24252.520000 sec): 3 clusters
  Score: Raw -25172738.014926 + Penalty 14042.406345 = -25158695.608581
  nChanged 464
		SP:Iteration 45Q (24253.170000 sec): 3 clusters
  Score: Raw -25172883.694926 + Penalty 14042.406345 = -25158841.288581
  nChanged 383
		SP:Iteration 46Q (24253.830000 sec): 3 clusters
  Score: Raw -25172997.345921 + Penalty 14042.406345 = -25158954.939576
  nChanged 309
		SP:Iteration 47Q (24254.470000 sec): 3 clusters
  Score: Raw -25173085.149591 + Penalty 14042.406345 = -25159042.743246
  nChanged 254
		SP:Iteration 48Q (24255.110000 sec): 3 clusters
  Score: Raw -25173151.646180 + Penalty 14042.406345 = -25159109.239835
  nChanged 199
		SP:Iteration 49Q (24255.750000 sec): 3 clusters
  Score: Raw -25173204.324787 + Penalty 14042.406345 = -25159161.918442
  nChanged 158
		SP:Iteration 50Q (24256.380000 sec): 3 clusters
  Score: Raw -25173244.219720 + Penalty 14042.406345 = -25159201.813375
  nChanged 155
		SP:Iteration 51Q (24257.010000 sec): 3 clusters
  Score: Raw -25173282.722661 + Penalty 14042.406345 = -25159240.316316
  nChanged 131
		SP:Iteration 52Q (24257.630000 sec): 3 clusters
  Score: Raw -25173313.500709 + Penalty 14042.406345 = -25159271.094364
  nChanged 102
		SP:Iteration 53Q (24258.260000 sec): 3 clusters
  Score: Raw -25173337.742553 + Penalty 14042.406345 = -25159295.336208
  nChanged 97
		SP:Iteration 54Q (24258.880000 sec): 3 clusters
  Score: Raw -25173360.860799 + Penalty 14042.406345 = -25159318.454454
  nChanged 96
		SP:Iteration 55Q (24259.500000 sec): 3 clusters
  Score: Raw -25173383.777099 + Penalty 14042.406345 = -25159341.370754
  nChanged 75
		SP:Iteration 56Q (24260.110000 sec): 3 clusters
  Score: Raw -25173399.374757 + Penalty 14042.406345 = -25159356.968412
  nChanged 57
		SP:Iteration 57Q (24260.730000 sec): 3 clusters
  Score: Raw -25173412.423554 + Penalty 14042.406345 = -25159370.017209
  nChanged 62
		SP:Iteration 58Q (24261.350000 sec): 3 clusters
  Score: Raw -25173425.210962 + Penalty 14042.406345 = -25159382.804617
  nChanged 43
		SP:Iteration 59Q (24261.960000 sec): 3 clusters
  Score: Raw -25173433.987620 + Penalty 14042.406345 = -25159391.581275
  nChanged 44
		SP:Iteration 60F (24262.690000 sec): 3 clusters
  Score: Raw -25173443.125459 + Penalty 14042.406345 = -25159400.719114
  nChanged 37
		SP:Iteration 61Q (24263.310000 sec): 3 clusters
  Score: Raw -25173450.586871 + Penalty 14042.406345 = -25159408.180526
  nChanged 35
		SP:Iteration 62Q (24263.920000 sec): 3 clusters
  Score: Raw -25173456.332534 + Penalty 14042.406345 = -25159413.926189
  nChanged 23
		SP:Iteration 63Q (24264.530000 sec): 3 clusters
  Score: Raw -25173460.765351 + Penalty 14042.406345 = -25159418.359006
  nChanged 23
		SP:Iteration 64Q (24265.140000 sec): 3 clusters
  Score: Raw -25173466.744645 + Penalty 14042.406345 = -25159424.338300
  nChanged 26
		SP:Iteration 65Q (24265.750000 sec): 3 clusters
  Score: Raw -25173472.003397 + Penalty 14042.406345 = -25159429.597052
  nChanged 22
		SP:Iteration 66Q (24266.360000 sec): 3 clusters
  Score: Raw -25173476.104377 + Penalty 14042.406345 = -25159433.698032
  nChanged 26
		SP:Iteration 67Q (24266.960000 sec): 3 clusters
  Score: Raw -25173481.001607 + Penalty 14042.406345 = -25159438.595262
  nChanged 21
		SP:Iteration 68Q (24267.570000 sec): 3 clusters
  Score: Raw -25173484.615040 + Penalty 14042.406345 = -25159442.208695
  nChanged 15
		SP:Iteration 69Q (24268.180000 sec): 3 clusters
  Score: Raw -25173487.197442 + Penalty 14042.406345 = -25159444.791097
  nChanged 19
		SP:Iteration 70Q (24268.780000 sec): 3 clusters
  Score: Raw -25173490.815017 + Penalty 14042.406345 = -25159448.408672
  nChanged 15
		SP:Iteration 71Q (24269.390000 sec): 3 clusters
  Score: Raw -25173493.386965 + Penalty 14042.406345 = -25159450.980620
  nChanged 16
		SP:Iteration 72Q (24269.990000 sec): 3 clusters
  Score: Raw -25173496.154821 + Penalty 14042.406345 = -25159453.748476
  nChanged 12
		SP:Iteration 73Q (24270.600000 sec): 3 clusters
  Score: Raw -25173498.314917 + Penalty 14042.406345 = -25159455.908572
  nChanged 12
		SP:Iteration 74Q (24271.200000 sec): 3 clusters
  Score: Raw -25173500.551406 + Penalty 14042.406345 = -25159458.145061
  nChanged 7
		SP:Iteration 75Q (24271.810000 sec): 3 clusters
  Score: Raw -25173501.733921 + Penalty 14042.406345 = -25159459.327576
  nChanged 7
		SP:Iteration 76Q (24272.410000 sec): 3 clusters
  Score: Raw -25173503.056572 + Penalty 14042.406345 = -25159460.650227
  nChanged 5
		SP:Iteration 77Q (24273.010000 sec): 3 clusters
  Score: Raw -25173503.793743 + Penalty 14042.406345 = -25159461.387398
  nChanged 3
		SP:Iteration 78Q (24273.610000 sec): 3 clusters
  Score: Raw -25173504.540611 + Penalty 14042.406345 = -25159462.134266
  nChanged 1
		SP:Iteration 79Q (24274.220000 sec): 3 clusters
  Score: Raw -25173504.806783 + Penalty 14042.406345 = -25159462.400438
  nChanged 4
		SP:Iteration 80F (24274.940000 sec): 3 clusters
  Score: Raw -25173505.995019 + Penalty 14042.406345 = -25159463.588674
  nChanged 5
		SP:Iteration 81Q (24275.550000 sec): 3 clusters
  Score: Raw -25173507.273798 + Penalty 14042.406345 = -25159464.867453
  nChanged 5
		SP:Iteration 82Q (24276.150000 sec): 3 clusters
  Score: Raw -25173507.963537 + Penalty 14042.406345 = -25159465.557192
  nChanged 5
		SP:Iteration 83Q (24276.760000 sec): 3 clusters
  Score: Raw -25173508.782311 + Penalty 14042.406345 = -25159466.375966
  nChanged 7
		SP:Iteration 84Q (24277.370000 sec): 3 clusters
  Score: Raw -25173509.953448 + Penalty 14042.406345 = -25159467.547103
  nChanged 4
		SP:Iteration 85Q (24277.970000 sec): 3 clusters
  Score: Raw -25173510.480229 + Penalty 14042.406345 = -25159468.073884
  nChanged 5
		SP:Iteration 86Q (24278.570000 sec): 3 clusters
  Score: Raw -25173511.482354 + Penalty 14042.406345 = -25159469.076009
  nChanged 8
		SP:Iteration 87Q (24279.180000 sec): 3 clusters
  Score: Raw -25173512.767316 + Penalty 14042.406345 = -25159470.360971
  nChanged 7
		SP:Iteration 88Q (24279.780000 sec): 3 clusters
  Score: Raw -25173513.883392 + Penalty 14042.406345 = -25159471.477047
  nChanged 3
		SP:Iteration 89Q (24280.390000 sec): 3 clusters
  Score: Raw -25173514.385547 + Penalty 14042.406345 = -25159471.979202
  nChanged 2
		SP:Iteration 90Q (24280.990000 sec): 3 clusters
  Score: Raw -25173514.573062 + Penalty 14042.406345 = -25159472.166717
  nChanged 3
		SP:Iteration 91Q (24281.590000 sec): 3 clusters
  Score: Raw -25173514.869213 + Penalty 14042.406345 = -25159472.462868
  nChanged 2
		SP:Iteration 92Q (24282.190000 sec): 3 clusters
  Score: Raw -25173515.303306 + Penalty 14042.406345 = -25159472.896961
  nChanged 4
		SP:Iteration 93Q (24282.800000 sec): 3 clusters
  Score: Raw -25173515.902060 + Penalty 14042.406345 = -25159473.495715
  nChanged 1
		SP:Iteration 94Q (24283.400000 sec): 3 clusters
  Score: Raw -25173516.108196 + Penalty 14042.406345 = -25159473.701851
  nChanged 1
		SP:Iteration 95Q (24284.000000 sec): 3 clusters
  Score: Raw -25173516.222951 + Penalty 14042.406345 = -25159473.816606
  nChanged 0
		SP:Iteration 96F (24284.730000 sec): 3 clusters
  Score: Raw -25173516.222951 + Penalty 14042.406345 = -25159473.816606
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (92361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24285.330000 sec): 2 clusters
  Score: Raw -23863428.956683 + Penalty 7002.994305 = -23856425.962377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24286.040000 sec): 3 clusters
  Score: Raw -23807355.303802 + Penalty 14005.988611 = -23793349.315191
  nChanged 42097
		SP:Iteration 1F (24286.740000 sec): 3 clusters
  Score: Raw -23832468.885986 + Penalty 14005.988611 = -23818462.897375
  nChanged 5855
		SP:Iteration 2F (24287.450000 sec): 3 clusters
  Score: Raw -23836413.986431 + Penalty 14005.988611 = -23822407.997820
  nChanged 6540
		SP:Iteration 3F (24288.150000 sec): 3 clusters
  Score: Raw -23841373.177066 + Penalty 14005.988611 = -23827367.188455
  nChanged 6843
		SP:Iteration 4F (24288.850000 sec): 3 clusters
  Score: Raw -23846273.678891 + Penalty 14005.988611 = -23832267.690280
  nChanged 6467
		SP:Iteration 5F (24289.550000 sec): 3 clusters
  Score: Raw -23850180.655382 + Penalty 14005.988611 = -23836174.666771
  nChanged 5496
		SP:Iteration 6F (24290.250000 sec): 3 clusters
  Score: Raw -23853218.949571 + Penalty 14005.988611 = -23839212.960960
  nChanged 4696
		SP:Iteration 7F (24290.950000 sec): 3 clusters
  Score: Raw -23855654.410539 + Penalty 14005.988611 = -23841648.421928
  nChanged 3911
		SP:Iteration 8Q (24291.650000 sec): 3 clusters
  Score: Raw -23857548.138219 + Penalty 14005.988611 = -23843542.149608
  nChanged 3326
		SP:Iteration 9Q (24292.350000 sec): 3 clusters
  Score: Raw -23859118.712420 + Penalty 14005.988611 = -23845112.723809
  nChanged 3045
		SP:Iteration 10Q (24293.040000 sec): 3 clusters
  Score: Raw -23860620.085387 + Penalty 14005.988611 = -23846614.096776
  nChanged 2947
		SP:Iteration 11Q (24293.720000 sec): 3 clusters
  Score: Raw -23862125.378721 + Penalty 14005.988611 = -23848119.390110
  nChanged 2888
		SP:Iteration 12Q (24294.410000 sec): 3 clusters
  Score: Raw -23863771.957417 + Penalty 14005.988611 = -23849765.968806
  nChanged 2928
		SP:Iteration 13Q (24295.080000 sec): 3 clusters
  Score: Raw -23865520.253884 + Penalty 14005.988611 = -23851514.265273
  nChanged 2900
		SP:Iteration 14Q (24295.760000 sec): 3 clusters
  Score: Raw -23867383.806834 + Penalty 14005.988611 = -23853377.818223
  nChanged 2805
		SP:Iteration 15Q (24296.430000 sec): 3 clusters
  Score: Raw -23869277.511711 + Penalty 14005.988611 = -23855271.523100
  nChanged 2650
		SP:Iteration 16Q (24297.080000 sec): 3 clusters
  Score: Raw -23871139.163571 + Penalty 14005.988611 = -23857133.174960
  nChanged 2390
		SP:Iteration 17Q (24297.730000 sec): 3 clusters
  Score: Raw -23872716.819049 + Penalty 14005.988611 = -23858710.830438
  nChanged 1946
		SP:Iteration 18Q (24298.370000 sec): 3 clusters
  Score: Raw -23873817.001571 + Penalty 14005.988611 = -23859811.012960
  nChanged 1623
		SP:Iteration 19Q (24299.000000 sec): 3 clusters
  Score: Raw -23874597.810598 + Penalty 14005.988611 = -23860591.821987
  nChanged 1287
		SP:Iteration 20F (24299.700000 sec): 3 clusters
  Score: Raw -23875417.320777 + Penalty 14005.988611 = -23861411.332166
  nChanged 1029
		SP:Iteration 21Q (24300.320000 sec): 3 clusters
  Score: Raw -23875996.656791 + Penalty 14005.988611 = -23861990.668180
  nChanged 921
		SP:Iteration 22Q (24300.930000 sec): 3 clusters
  Score: Raw -23876347.650252 + Penalty 14005.988611 = -23862341.661641
  nChanged 729
		SP:Iteration 23Q (24301.530000 sec): 3 clusters
  Score: Raw -23876582.504501 + Penalty 14005.988611 = -23862576.515890
  nChanged 598
		SP:Iteration 24Q (24302.140000 sec): 3 clusters
  Score: Raw -23876768.523517 + Penalty 14005.988611 = -23862762.534906
  nChanged 426
		SP:Iteration 25Q (24302.740000 sec): 3 clusters
  Score: Raw -23876904.389499 + Penalty 14005.988611 = -23862898.400888
  nChanged 370
		SP:Iteration 26Q (24303.340000 sec): 3 clusters
  Score: Raw -23877016.249057 + Penalty 14005.988611 = -23863010.260446
  nChanged 298
		SP:Iteration 27Q (24303.930000 sec): 3 clusters
  Score: Raw -23877097.582579 + Penalty 14005.988611 = -23863091.593968
  nChanged 254
		SP:Iteration 28Q (24304.530000 sec): 3 clusters
  Score: Raw -23877160.462786 + Penalty 14005.988611 = -23863154.474175
  nChanged 243
		SP:Iteration 29Q (24305.120000 sec): 3 clusters
  Score: Raw -23877225.814401 + Penalty 14005.988611 = -23863219.825790
  nChanged 227
		SP:Iteration 30Q (24305.710000 sec): 3 clusters
  Score: Raw -23877290.943835 + Penalty 14005.988611 = -23863284.955224
  nChanged 251
		SP:Iteration 31Q (24306.300000 sec): 3 clusters
  Score: Raw -23877362.599306 + Penalty 14005.988611 = -23863356.610695
  nChanged 229
		SP:Iteration 32Q (24306.890000 sec): 3 clusters
  Score: Raw -23877433.556979 + Penalty 14005.988611 = -23863427.568368
  nChanged 243
		SP:Iteration 33Q (24307.480000 sec): 3 clusters
  Score: Raw -23877506.377156 + Penalty 14005.988611 = -23863500.388545
  nChanged 246
		SP:Iteration 34Q (24308.070000 sec): 3 clusters
  Score: Raw -23877569.401947 + Penalty 14005.988611 = -23863563.413336
  nChanged 233
		SP:Iteration 35Q (24308.660000 sec): 3 clusters
  Score: Raw -23877620.000502 + Penalty 14005.988611 = -23863614.011891
  nChanged 175
		SP:Iteration 36Q (24309.240000 sec): 3 clusters
  Score: Raw -23877656.496191 + Penalty 14005.988611 = -23863650.507580
  nChanged 173
		SP:Iteration 37Q (24309.830000 sec): 3 clusters
  Score: Raw -23877692.470504 + Penalty 14005.988611 = -23863686.481893
  nChanged 169
		SP:Iteration 38Q (24310.420000 sec): 3 clusters
  Score: Raw -23877724.485050 + Penalty 14005.988611 = -23863718.496439
  nChanged 130
		SP:Iteration 39Q (24311.010000 sec): 3 clusters
  Score: Raw -23877745.134530 + Penalty 14005.988611 = -23863739.145919
  nChanged 110
		SP:Iteration 40F (24311.700000 sec): 3 clusters
  Score: Raw -23877792.680588 + Penalty 14005.988611 = -23863786.691977
  nChanged 113
		SP:Iteration 41Q (24312.300000 sec): 3 clusters
  Score: Raw -23877814.490038 + Penalty 14005.988611 = -23863808.501427
  nChanged 110
		SP:Iteration 42Q (24312.890000 sec): 3 clusters
  Score: Raw -23877829.830735 + Penalty 14005.988611 = -23863823.842124
  nChanged 84
		SP:Iteration 43Q (24313.480000 sec): 3 clusters
  Score: Raw -23877839.960858 + Penalty 14005.988611 = -23863833.972247
  nChanged 76
		SP:Iteration 44Q (24314.070000 sec): 3 clusters
  Score: Raw -23877849.160372 + Penalty 14005.988611 = -23863843.171761
  nChanged 61
		SP:Iteration 45Q (24314.660000 sec): 3 clusters
  Score: Raw -23877855.941880 + Penalty 14005.988611 = -23863849.953269
  nChanged 58
		SP:Iteration 46Q (24315.250000 sec): 3 clusters
  Score: Raw -23877863.000219 + Penalty 14005.988611 = -23863857.011608
  nChanged 56
		SP:Iteration 47Q (24315.840000 sec): 3 clusters
  Score: Raw -23877869.421162 + Penalty 14005.988611 = -23863863.432551
  nChanged 43
		SP:Iteration 48Q (24316.430000 sec): 3 clusters
  Score: Raw -23877874.327307 + Penalty 14005.988611 = -23863868.338696
  nChanged 34
		SP:Iteration 49Q (24317.020000 sec): 3 clusters
  Score: Raw -23877877.267616 + Penalty 14005.988611 = -23863871.279005
  nChanged 26
		SP:Iteration 50Q (24317.610000 sec): 3 clusters
  Score: Raw -23877879.456673 + Penalty 14005.988611 = -23863873.468062
  nChanged 21
		SP:Iteration 51Q (24318.200000 sec): 3 clusters
  Score: Raw -23877881.320832 + Penalty 14005.988611 = -23863875.332221
  nChanged 20
		SP:Iteration 52Q (24318.800000 sec): 3 clusters
  Score: Raw -23877882.945189 + Penalty 14005.988611 = -23863876.956578
  nChanged 16
		SP:Iteration 53Q (24319.400000 sec): 3 clusters
  Score: Raw -23877884.319995 + Penalty 14005.988611 = -23863878.331384
  nChanged 11
		SP:Iteration 54Q (24319.990000 sec): 3 clusters
  Score: Raw -23877885.502217 + Penalty 14005.988611 = -23863879.513606
  nChanged 19
		SP:Iteration 55Q (24320.580000 sec): 3 clusters
  Score: Raw -23877887.281331 + Penalty 14005.988611 = -23863881.292720
  nChanged 12
		SP:Iteration 56Q (24321.170000 sec): 3 clusters
  Score: Raw -23877888.247389 + Penalty 14005.988611 = -23863882.258778
  nChanged 14
		SP:Iteration 57Q (24321.760000 sec): 3 clusters
  Score: Raw -23877889.189860 + Penalty 14005.988611 = -23863883.201249
  nChanged 10
		SP:Iteration 58Q (24322.350000 sec): 3 clusters
  Score: Raw -23877890.161716 + Penalty 14005.988611 = -23863884.173105
  nChanged 15
		SP:Iteration 59Q (24322.940000 sec): 3 clusters
  Score: Raw -23877891.248659 + Penalty 14005.988611 = -23863885.260048
  nChanged 12
		SP:Iteration 60F (24323.640000 sec): 3 clusters
  Score: Raw -23877892.568140 + Penalty 14005.988611 = -23863886.579529
  nChanged 16
		SP:Iteration 61Q (24324.230000 sec): 3 clusters
  Score: Raw -23877894.024960 + Penalty 14005.988611 = -23863888.036349
  nChanged 13
		SP:Iteration 62Q (24324.820000 sec): 3 clusters
  Score: Raw -23877895.247243 + Penalty 14005.988611 = -23863889.258632
  nChanged 11
		SP:Iteration 63Q (24325.420000 sec): 3 clusters
  Score: Raw -23877896.133947 + Penalty 14005.988611 = -23863890.145336
  nChanged 9
		SP:Iteration 64Q (24326.010000 sec): 3 clusters
  Score: Raw -23877896.887017 + Penalty 14005.988611 = -23863890.898406
  nChanged 10
		SP:Iteration 65Q (24326.600000 sec): 3 clusters
  Score: Raw -23877897.755035 + Penalty 14005.988611 = -23863891.766424
  nChanged 14
		SP:Iteration 66Q (24327.190000 sec): 3 clusters
  Score: Raw -23877899.077486 + Penalty 14005.988611 = -23863893.088875
  nChanged 7
		SP:Iteration 67Q (24327.790000 sec): 3 clusters
  Score: Raw -23877899.488952 + Penalty 14005.988611 = -23863893.500341
  nChanged 4
		SP:Iteration 68Q (24328.380000 sec): 3 clusters
  Score: Raw -23877899.841170 + Penalty 14005.988611 = -23863893.852559
  nChanged 4
		SP:Iteration 69Q (24328.970000 sec): 3 clusters
  Score: Raw -23877900.037081 + Penalty 14005.988611 = -23863894.048470
  nChanged 3
		SP:Iteration 70Q (24329.560000 sec): 3 clusters
  Score: Raw -23877900.263494 + Penalty 14005.988611 = -23863894.274883
  nChanged 3
		SP:Iteration 71Q (24330.160000 sec): 3 clusters
  Score: Raw -23877900.478130 + Penalty 14005.988611 = -23863894.489519
  nChanged 6
		SP:Iteration 72Q (24330.750000 sec): 3 clusters
  Score: Raw -23877900.869821 + Penalty 14005.988611 = -23863894.881210
  nChanged 3
		SP:Iteration 73Q (24331.340000 sec): 3 clusters
  Score: Raw -23877901.257651 + Penalty 14005.988611 = -23863895.269040
  nChanged 3
		SP:Iteration 74Q (24331.940000 sec): 3 clusters
  Score: Raw -23877901.434131 + Penalty 14005.988611 = -23863895.445520
  nChanged 2
		SP:Iteration 75Q (24332.530000 sec): 3 clusters
  Score: Raw -23877901.546252 + Penalty 14005.988611 = -23863895.557641
  nChanged 1
		SP:Iteration 76Q (24333.120000 sec): 3 clusters
  Score: Raw -23877901.633726 + Penalty 14005.988611 = -23863895.645115
  nChanged 3
		SP:Iteration 77Q (24333.720000 sec): 3 clusters
  Score: Raw -23877901.937226 + Penalty 14005.988611 = -23863895.948615
  nChanged 2
		SP:Iteration 78Q (24334.310000 sec): 3 clusters
  Score: Raw -23877902.043317 + Penalty 14005.988611 = -23863896.054706
  nChanged 0
		SP:Iteration 79F (24335.010000 sec): 3 clusters
  Score: Raw -23877902.043317 + Penalty 14005.988611 = -23863896.054706
  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 23.77 GB.

 Trying to split cluster 20 (237508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24336.650000 sec): 2 clusters
  Score: Raw -63630581.873839 + Penalty 7581.498409 = -63623000.375430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24338.510000 sec): 3 clusters
  Score: Raw -63478741.205395 + Penalty 15162.996818 = -63463578.208577
  nChanged 111835
		SP:Iteration 1F (24340.350000 sec): 3 clusters
  Score: Raw -63543712.127062 + Penalty 15162.996818 = -63528549.130244
  nChanged 9164
		SP:Iteration 2Q (24342.210000 sec): 3 clusters
  Score: Raw -63547684.856154 + Penalty 15162.996818 = -63532521.859336
  nChanged 11145
		SP:Iteration 3Q (24344.070000 sec): 3 clusters
  Score: Raw -63555990.034844 + Penalty 15162.996818 = -63540827.038026
  nChanged 13551
		SP:Iteration 4F (24345.910000 sec): 3 clusters
  Score: Raw -63570472.487665 + Penalty 15162.996818 = -63555309.490847
  nChanged 15962
		SP:Iteration 5F (24347.740000 sec): 3 clusters
  Score: Raw -63586854.946117 + Penalty 15162.996818 = -63571691.949299
  nChanged 18407
		SP:Iteration 6F (24349.580000 sec): 3 clusters
  Score: Raw -63605131.192146 + Penalty 15162.996818 = -63589968.195328
  nChanged 20542
		SP:Iteration 7F (24351.410000 sec): 3 clusters
  Score: Raw -63626912.053458 + Penalty 15162.996818 = -63611749.056640
  nChanged 19793
		SP:Iteration 8F (24353.250000 sec): 3 clusters
  Score: Raw -63645401.417248 + Penalty 15162.996818 = -63630238.420430
  nChanged 15116
		SP:Iteration 9F (24355.090000 sec): 3 clusters
  Score: Raw -63657178.255208 + Penalty 15162.996818 = -63642015.258390
  nChanged 10300
		SP:Iteration 10Q (24356.780000 sec): 3 clusters
  Score: Raw -63665241.418752 + Penalty 15162.996818 = -63650078.421934
  nChanged 8133
		SP:Iteration 11Q (24358.430000 sec): 3 clusters
  Score: Raw -63673393.103523 + Penalty 15162.996818 = -63658230.106705
  nChanged 7644
		SP:Iteration 12Q (24360.040000 sec): 3 clusters
  Score: Raw -63683958.708904 + Penalty 15162.996818 = -63668795.712086
  nChanged 6936
		SP:Iteration 13Q (24361.590000 sec): 3 clusters
  Score: Raw -63696100.354585 + Penalty 15162.996818 = -63680937.357767
  nChanged 5211
		SP:Iteration 14Q (24363.050000 sec): 3 clusters
  Score: Raw -63704686.077125 + Penalty 15162.996818 = -63689523.080307
  nChanged 2823
		SP:Iteration 15Q (24364.420000 sec): 3 clusters
  Score: Raw -63707200.557019 + Penalty 15162.996818 = -63692037.560201
  nChanged 1239
		SP:Iteration 16Q (24365.760000 sec): 3 clusters
  Score: Raw -63707648.858701 + Penalty 15162.996818 = -63692485.861883
  nChanged 631
		SP:Iteration 17Q (24367.090000 sec): 3 clusters
  Score: Raw -63707772.695083 + Penalty 15162.996818 = -63692609.698265
  nChanged 337
		SP:Iteration 18Q (24368.410000 sec): 3 clusters
  Score: Raw -63707811.348467 + Penalty 15162.996818 = -63692648.351649
  nChanged 180
		SP:Iteration 19Q (24369.720000 sec): 3 clusters
  Score: Raw -63707824.595807 + Penalty 15162.996818 = -63692661.598989
  nChanged 102
		SP:Iteration 20F (24371.560000 sec): 3 clusters
  Score: Raw -63707832.857247 + Penalty 15162.996818 = -63692669.860430
  nChanged 78
		SP:Iteration 21Q (24372.890000 sec): 3 clusters
  Score: Raw -63707836.406827 + Penalty 15162.996818 = -63692673.410009
  nChanged 42
		SP:Iteration 22Q (24374.230000 sec): 3 clusters
  Score: Raw -63707837.862593 + Penalty 15162.996818 = -63692674.865775
  nChanged 23
		SP:Iteration 23Q (24375.570000 sec): 3 clusters
  Score: Raw -63707838.492662 + Penalty 15162.996818 = -63692675.495844
  nChanged 14
		SP:Iteration 24Q (24376.900000 sec): 3 clusters
  Score: Raw -63707838.842447 + Penalty 15162.996818 = -63692675.845629
  nChanged 10
		SP:Iteration 25Q (24378.240000 sec): 3 clusters
  Score: Raw -63707839.142320 + Penalty 15162.996818 = -63692676.145502
  nChanged 8
		SP:Iteration 26Q (24379.570000 sec): 3 clusters
  Score: Raw -63707839.347334 + Penalty 15162.996818 = -63692676.350516
  nChanged 3
		SP:Iteration 27Q (24380.910000 sec): 3 clusters
  Score: Raw -63707839.410762 + Penalty 15162.996818 = -63692676.413944
  nChanged 3
		SP:Iteration 28Q (24382.250000 sec): 3 clusters
  Score: Raw -63707839.452559 + Penalty 15162.996818 = -63692676.455741
  nChanged 2
		SP:Iteration 29Q (24383.590000 sec): 3 clusters
  Score: Raw -63707839.484855 + Penalty 15162.996818 = -63692676.488037
  nChanged 1
		SP:Iteration 30Q (24384.920000 sec): 3 clusters
  Score: Raw -63707839.501866 + Penalty 15162.996818 = -63692676.505048
  nChanged 0
		SP:Iteration 31F (24386.750000 sec): 3 clusters
  Score: Raw -63707839.501866 + Penalty 15162.996818 = -63692676.505048
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Iteration 20F (24584.460000 sec): 37 clusters
  Score: Raw -522064478.558392 + Penalty 319841.513392 = -521744637.045000
  nChanged 111643
Iteration 21F (24782.290000 sec): 37 clusters
  Score: Raw -522118897.846858 + Penalty 319841.513392 = -521799056.333466
  nChanged 53836
Iteration 22Q (24818.260000 sec): 37 clusters
  Score: Raw -522141986.893792 + Penalty 319841.513392 = -521822145.380400
  nChanged 37689
Iteration 23Q (24852.680000 sec): 37 clusters
  Score: Raw -522154853.983167 + Penalty 319841.513392 = -521835012.469776
  nChanged 29415
Iteration 24Q (24886.200000 sec): 37 clusters
  Score: Raw -522163624.441105 + Penalty 319841.513392 = -521843782.927713
  nChanged 23963
Iteration 25Q (24919.130000 sec): 37 clusters
  Score: Raw -522170012.721988 + Penalty 319841.513392 = -521850171.208596
  nChanged 20093
Iteration 26Q (24951.550000 sec): 37 clusters
  Score: Raw -522174790.785344 + Penalty 319841.513392 = -521854949.271952
  nChanged 17184
Iteration 27Q (24983.630000 sec): 37 clusters
  Score: Raw -522178674.113711 + Penalty 319841.513392 = -521858832.600320
  nChanged 15058
Iteration 28Q (25015.400000 sec): 37 clusters
  Score: Raw -522182167.534949 + Penalty 319841.513392 = -521862326.021557
  nChanged 13596
Iteration 29Q (25046.960000 sec): 37 clusters
  Score: Raw -522185402.569795 + Penalty 319841.513392 = -521865561.056404
  nChanged 12554
Iteration 30Q (25077.410000 sec): 37 clusters
  Score: Raw -522188505.602479 + Penalty 319841.513392 = -521868664.089087
  nChanged 11584
Iteration 31Q (25107.930000 sec): 37 clusters
  Score: Raw -522191170.272800 + Penalty 319841.513392 = -521871328.759408
  nChanged 10637
Iteration 32Q (25138.990000 sec): 37 clusters
  Score: Raw -522193206.359442 + Penalty 319841.513392 = -521873364.846050
  nChanged 9501
Iteration 33Q (25169.910000 sec): 37 clusters
  Score: Raw -522194769.008739 + Penalty 319841.513392 = -521874927.495347
  nChanged 8075
Iteration 34Q (25199.580000 sec): 37 clusters
  Score: Raw -522195983.116199 + Penalty 319841.513392 = -521876141.602807
  nChanged 7182
Iteration 35Q (25229.000000 sec): 37 clusters
  Score: Raw -522197001.374859 + Penalty 319841.513392 = -521877159.861467
  nChanged 6228
Iteration 36Q (25258.280000 sec): 37 clusters
  Score: Raw -522197926.783156 + Penalty 319841.513392 = -521878085.269764
  nChanged 5645
Iteration 37Q (25287.590000 sec): 37 clusters
  Score: Raw -522198738.419093 + Penalty 319841.513392 = -521878896.905701
  nChanged 5035
Iteration 38Q (25316.770000 sec): 37 clusters
  Score: Raw -522199454.861004 + Penalty 319841.513392 = -521879613.347612
  nChanged 4624
Iteration 39Q (25345.710000 sec): 37 clusters
  Score: Raw -522200103.512702 + Penalty 319841.513392 = -521880261.999310
  nChanged 4238
Iteration 40F (25540.580000 sec): 37 clusters
  Score: Raw -522204504.854088 + Penalty 319841.513392 = -521884663.340697
  nChanged 6202
Iteration 41Q (25571.870000 sec): 37 clusters
  Score: Raw -522209728.015545 + Penalty 319841.513392 = -521889886.502154
  nChanged 7341
Iteration 42Q (25603.340000 sec): 37 clusters
  Score: Raw -522213011.810784 + Penalty 319841.513392 = -521893170.297392
  nChanged 7406
Iteration 43Q (25634.470000 sec): 37 clusters
  Score: Raw -522214960.251799 + Penalty 319841.513392 = -521895118.738407
  nChanged 6848
Iteration 44Q (25665.560000 sec): 37 clusters
  Score: Raw -522216334.673620 + Penalty 319841.513392 = -521896493.160229
  nChanged 6178
Iteration 45Q (25696.600000 sec): 37 clusters
  Score: Raw -522217312.875643 + Penalty 319841.513392 = -521897471.362252
  nChanged 5474
Iteration 46Q (25727.550000 sec): 37 clusters
  Score: Raw -522218030.533365 + Penalty 319841.513392 = -521898189.019974
  nChanged 4819
Iteration 47Q (25758.290000 sec): 37 clusters
  Score: Raw -522218593.618917 + Penalty 319841.513392 = -521898752.105525
  nChanged 4054
Iteration 48Q (25788.890000 sec): 37 clusters
  Score: Raw -522219096.676733 + Penalty 319841.513392 = -521899255.163341
  nChanged 3569
Iteration 49Q (25819.710000 sec): 37 clusters
  Score: Raw -522219441.766347 + Penalty 319841.513392 = -521899600.252955
  nChanged 3230
Iteration 50Q (25850.290000 sec): 37 clusters
  Score: Raw -522219732.211823 + Penalty 319841.513392 = -521899890.698431
  nChanged 2900
Iteration 51Q (25880.710000 sec): 37 clusters
  Score: Raw -522219989.418245 + Penalty 319841.513392 = -521900147.904854
  nChanged 2658
Iteration 52Q (25911.100000 sec): 37 clusters
  Score: Raw -522220255.318902 + Penalty 319841.513392 = -521900413.805511
  nChanged 2441
Iteration 53Q (25941.470000 sec): 37 clusters
  Score: Raw -522220514.766873 + Penalty 319841.513392 = -521900673.253481
  nChanged 2362
Iteration 54Q (25971.770000 sec): 37 clusters
  Score: Raw -522220814.514938 + Penalty 319841.513392 = -521900973.001546
  nChanged 2119
Iteration 55Q (26002.710000 sec): 37 clusters
  Score: Raw -522221136.806697 + Penalty 319841.513392 = -521901295.293305
  nChanged 1910
Iteration 56Q (26032.980000 sec): 37 clusters
  Score: Raw -522221453.955575 + Penalty 319841.513392 = -521901612.442183
  nChanged 1750
Iteration 57Q (26063.220000 sec): 37 clusters
  Score: Raw -522221713.882069 + Penalty 319841.513392 = -521901872.368677
  nChanged 1541
Iteration 58Q (26093.450000 sec): 37 clusters
  Score: Raw -522221958.384312 + Penalty 319841.513392 = -521902116.870920
  nChanged 1430
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522221958.384312 + Penalty 319841.513392 = -521902116.870920
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (55086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26094.500000 sec): 2 clusters
  Score: Raw -13923329.687882 + Penalty 6686.448664 = -13916643.239218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26094.930000 sec): 3 clusters
  Score: Raw -13891090.878852 + Penalty 13372.897327 = -13877717.981524
  nChanged 24308
		SP:Iteration 1F (26095.360000 sec): 3 clusters
  Score: Raw -13904816.811624 + Penalty 13372.897327 = -13891443.914297
  nChanged 3369
		SP:Iteration 2F (26095.780000 sec): 3 clusters
  Score: Raw -13906657.913225 + Penalty 13372.897327 = -13893285.015897
  nChanged 3357
		SP:Iteration 3F (26096.210000 sec): 3 clusters
  Score: Raw -13908790.243611 + Penalty 13372.897327 = -13895417.346284
  nChanged 3587
		SP:Iteration 4F (26096.640000 sec): 3 clusters
  Score: Raw -13911337.936824 + Penalty 13372.897327 = -13897965.039497
  nChanged 3776
		SP:Iteration 5F (26097.060000 sec): 3 clusters
  Score: Raw -13914211.071896 + Penalty 13372.897327 = -13900838.174569
  nChanged 3794
		SP:Iteration 6F (26097.480000 sec): 3 clusters
  Score: Raw -13917194.391540 + Penalty 13372.897327 = -13903821.494212
  nChanged 3499
		SP:Iteration 7F (26097.900000 sec): 3 clusters
  Score: Raw -13919678.269121 + Penalty 13372.897327 = -13906305.371793
  nChanged 2978
		SP:Iteration 8F (26098.330000 sec): 3 clusters
  Score: Raw -13921505.386369 + Penalty 13372.897327 = -13908132.489042
  nChanged 2493
		SP:Iteration 9Q (26098.740000 sec): 3 clusters
  Score: Raw -13922704.898390 + Penalty 13372.897327 = -13909332.001063
  nChanged 1858
		SP:Iteration 10Q (26099.150000 sec): 3 clusters
  Score: Raw -13923487.749133 + Penalty 13372.897327 = -13910114.851806
  nChanged 1444
		SP:Iteration 11Q (26099.570000 sec): 3 clusters
  Score: Raw -13924055.416723 + Penalty 13372.897327 = -13910682.519396
  nChanged 1190
		SP:Iteration 12Q (26099.980000 sec): 3 clusters
  Score: Raw -13924460.163547 + Penalty 13372.897327 = -13911087.266219
  nChanged 955
		SP:Iteration 13Q (26100.390000 sec): 3 clusters
  Score: Raw -13924792.596508 + Penalty 13372.897327 = -13911419.699181
  nChanged 865
		SP:Iteration 14Q (26100.810000 sec): 3 clusters
  Score: Raw -13925087.199399 + Penalty 13372.897327 = -13911714.302071
  nChanged 768
		SP:Iteration 15Q (26101.210000 sec): 3 clusters
  Score: Raw -13925295.072179 + Penalty 13372.897327 = -13911922.174852
  nChanged 610
		SP:Iteration 16Q (26101.630000 sec): 3 clusters
  Score: Raw -13925423.283278 + Penalty 13372.897327 = -13912050.385951
  nChanged 484
		SP:Iteration 17Q (26102.040000 sec): 3 clusters
  Score: Raw -13925501.432411 + Penalty 13372.897327 = -13912128.535084
  nChanged 351
		SP:Iteration 18Q (26102.450000 sec): 3 clusters
  Score: Raw -13925549.707799 + Penalty 13372.897327 = -13912176.810472
  nChanged 295
		SP:Iteration 19Q (26102.860000 sec): 3 clusters
  Score: Raw -13925585.663435 + Penalty 13372.897327 = -13912212.766108
  nChanged 233
		SP:Iteration 20F (26103.290000 sec): 3 clusters
  Score: Raw -13925613.567396 + Penalty 13372.897327 = -13912240.670069
  nChanged 218
		SP:Iteration 21Q (26103.720000 sec): 3 clusters
  Score: Raw -13925637.136364 + Penalty 13372.897327 = -13912264.239037
  nChanged 164
		SP:Iteration 22Q (26104.160000 sec): 3 clusters
  Score: Raw -13925653.647594 + Penalty 13372.897327 = -13912280.750267
  nChanged 133
		SP:Iteration 23Q (26104.580000 sec): 3 clusters
  Score: Raw -13925666.809958 + Penalty 13372.897327 = -13912293.912631
  nChanged 103
		SP:Iteration 24Q (26104.990000 sec): 3 clusters
  Score: Raw -13925676.268222 + Penalty 13372.897327 = -13912303.370895
  nChanged 74
		SP:Iteration 25Q (26105.400000 sec): 3 clusters
  Score: Raw -13925682.499616 + Penalty 13372.897327 = -13912309.602289
  nChanged 72
		SP:Iteration 26Q (26105.810000 sec): 3 clusters
  Score: Raw -13925688.214787 + Penalty 13372.897327 = -13912315.317460
  nChanged 63
		SP:Iteration 27Q (26106.220000 sec): 3 clusters
  Score: Raw -13925693.117721 + Penalty 13372.897327 = -13912320.220394
  nChanged 69
		SP:Iteration 28Q (26106.630000 sec): 3 clusters
  Score: Raw -13925698.532279 + Penalty 13372.897327 = -13912325.634952
  nChanged 53
		SP:Iteration 29Q (26107.040000 sec): 3 clusters
  Score: Raw -13925702.645638 + Penalty 13372.897327 = -13912329.748310
  nChanged 47
		SP:Iteration 30Q (26107.460000 sec): 3 clusters
  Score: Raw -13925706.286045 + Penalty 13372.897327 = -13912333.388718
  nChanged 50
		SP:Iteration 31Q (26107.880000 sec): 3 clusters
  Score: Raw -13925709.864803 + Penalty 13372.897327 = -13912336.967476
  nChanged 44
		SP:Iteration 32Q (26108.300000 sec): 3 clusters
  Score: Raw -13925713.350373 + Penalty 13372.897327 = -13912340.453046
  nChanged 56
		SP:Iteration 33Q (26108.720000 sec): 3 clusters
  Score: Raw -13925717.161006 + Penalty 13372.897327 = -13912344.263679
  nChanged 51
		SP:Iteration 34Q (26109.130000 sec): 3 clusters
  Score: Raw -13925721.449283 + Penalty 13372.897327 = -13912348.551956
  nChanged 49
		SP:Iteration 35Q (26109.540000 sec): 3 clusters
  Score: Raw -13925725.305501 + Penalty 13372.897327 = -13912352.408174
  nChanged 37
		SP:Iteration 36Q (26109.950000 sec): 3 clusters
  Score: Raw -13925727.696156 + Penalty 13372.897327 = -13912354.798829
  nChanged 30
		SP:Iteration 37Q (26110.370000 sec): 3 clusters
  Score: Raw -13925729.416544 + Penalty 13372.897327 = -13912356.519217
  nChanged 23
		SP:Iteration 38Q (26110.780000 sec): 3 clusters
  Score: Raw -13925730.660599 + Penalty 13372.897327 = -13912357.763272
  nChanged 22
		SP:Iteration 39Q (26111.190000 sec): 3 clusters
  Score: Raw -13925732.222080 + Penalty 13372.897327 = -13912359.324753
  nChanged 19
		SP:Iteration 40F (26111.610000 sec): 3 clusters
  Score: Raw -13925733.143968 + Penalty 13372.897327 = -13912360.246640
  nChanged 11
		SP:Iteration 41Q (26112.020000 sec): 3 clusters
  Score: Raw -13925733.774070 + Penalty 13372.897327 = -13912360.876743
  nChanged 15
		SP:Iteration 42Q (26112.430000 sec): 3 clusters
  Score: Raw -13925734.611867 + Penalty 13372.897327 = -13912361.714539
  nChanged 14
		SP:Iteration 43Q (26112.840000 sec): 3 clusters
  Score: Raw -13925735.385044 + Penalty 13372.897327 = -13912362.487716
  nChanged 10
		SP:Iteration 44Q (26113.240000 sec): 3 clusters
  Score: Raw -13925736.239650 + Penalty 13372.897327 = -13912363.342322
  nChanged 8
		SP:Iteration 45Q (26113.650000 sec): 3 clusters
  Score: Raw -13925736.694536 + Penalty 13372.897327 = -13912363.797209
  nChanged 3
		SP:Iteration 46Q (26114.060000 sec): 3 clusters
  Score: Raw -13925736.985418 + Penalty 13372.897327 = -13912364.088090
  nChanged 8
		SP:Iteration 47Q (26114.460000 sec): 3 clusters
  Score: Raw -13925737.515001 + Penalty 13372.897327 = -13912364.617674
  nChanged 8
		SP:Iteration 48Q (26114.870000 sec): 3 clusters
  Score: Raw -13925737.947302 + Penalty 13372.897327 = -13912365.049975
  nChanged 6
		SP:Iteration 49Q (26115.280000 sec): 3 clusters
  Score: Raw -13925738.225728 + Penalty 13372.897327 = -13912365.328401
  nChanged 7
		SP:Iteration 50Q (26115.680000 sec): 3 clusters
  Score: Raw -13925738.587948 + Penalty 13372.897327 = -13912365.690621
  nChanged 10
		SP:Iteration 51Q (26116.090000 sec): 3 clusters
  Score: Raw -13925739.213059 + Penalty 13372.897327 = -13912366.315731
  nChanged 10
		SP:Iteration 52Q (26116.500000 sec): 3 clusters
  Score: Raw -13925739.710588 + Penalty 13372.897327 = -13912366.813261
  nChanged 7
		SP:Iteration 53Q (26116.910000 sec): 3 clusters
  Score: Raw -13925740.132898 + Penalty 13372.897327 = -13912367.235571
  nChanged 8
		SP:Iteration 54Q (26117.310000 sec): 3 clusters
  Score: Raw -13925740.562879 + Penalty 13372.897327 = -13912367.665552
  nChanged 8
		SP:Iteration 55Q (26117.720000 sec): 3 clusters
  Score: Raw -13925741.104421 + Penalty 13372.897327 = -13912368.207093
  nChanged 6
		SP:Iteration 56Q (26118.130000 sec): 3 clusters
  Score: Raw -13925741.477744 + Penalty 13372.897327 = -13912368.580417
  nChanged 6
		SP:Iteration 57Q (26118.540000 sec): 3 clusters
  Score: Raw -13925741.801760 + Penalty 13372.897327 = -13912368.904433
  nChanged 10
		SP:Iteration 58Q (26118.950000 sec): 3 clusters
  Score: Raw -13925742.304368 + Penalty 13372.897327 = -13912369.407040
  nChanged 9
		SP:Iteration 59Q (26119.360000 sec): 3 clusters
  Score: Raw -13925742.835896 + Penalty 13372.897327 = -13912369.938568
  nChanged 8
		SP:Iteration 60F (26119.790000 sec): 3 clusters
  Score: Raw -13925743.200031 + Penalty 13372.897327 = -13912370.302704
  nChanged 6
		SP:Iteration 61Q (26120.200000 sec): 3 clusters
  Score: Raw -13925743.479398 + Penalty 13372.897327 = -13912370.582070
  nChanged 2
		SP:Iteration 62Q (26120.610000 sec): 3 clusters
  Score: Raw -13925743.575367 + Penalty 13372.897327 = -13912370.678039
  nChanged 0
		SP:Iteration 63F (26121.030000 sec): 3 clusters
  Score: Raw -13925743.575367 + Penalty 13372.897327 = -13912370.678039
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (200792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26122.850000 sec): 2 clusters
  Score: Raw -53185302.766902 + Penalty 7478.640206 = -53177824.126697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26124.390000 sec): 3 clusters
  Score: Raw -53057556.316716 + Penalty 14957.280411 = -53042599.036305
  nChanged 94420
		SP:Iteration 1F (26125.930000 sec): 3 clusters
  Score: Raw -53111563.318978 + Penalty 14957.280411 = -53096606.038567
  nChanged 7146
		SP:Iteration 2Q (26127.480000 sec): 3 clusters
  Score: Raw -53113999.415929 + Penalty 14957.280411 = -53099042.135517
  nChanged 8093
		SP:Iteration 3Q (26129.030000 sec): 3 clusters
  Score: Raw -53117420.069705 + Penalty 14957.280411 = -53102462.789294
  nChanged 9604
		SP:Iteration 4Q (26130.570000 sec): 3 clusters
  Score: Raw -53122214.541023 + Penalty 14957.280411 = -53107257.260611
  nChanged 11939
		SP:Iteration 5F (26132.100000 sec): 3 clusters
  Score: Raw -53129385.331415 + Penalty 14957.280411 = -53114428.051004
  nChanged 14401
		SP:Iteration 6F (26133.640000 sec): 3 clusters
  Score: Raw -53140103.602562 + Penalty 14957.280411 = -53125146.322151
  nChanged 15910
		SP:Iteration 7F (26135.160000 sec): 3 clusters
  Score: Raw -53153597.450561 + Penalty 14957.280411 = -53138640.170150
  nChanged 14997
		SP:Iteration 8F (26136.690000 sec): 3 clusters
  Score: Raw -53166561.657632 + Penalty 14957.280411 = -53151604.377221
  nChanged 12198
		SP:Iteration 9F (26138.230000 sec): 3 clusters
  Score: Raw -53177554.009021 + Penalty 14957.280411 = -53162596.728610
  nChanged 9431
		SP:Iteration 10Q (26139.700000 sec): 3 clusters
  Score: Raw -53187061.115640 + Penalty 14957.280411 = -53172103.835229
  nChanged 7194
		SP:Iteration 11Q (26141.100000 sec): 3 clusters
  Score: Raw -53194480.413417 + Penalty 14957.280411 = -53179523.133006
  nChanged 5422
		SP:Iteration 12Q (26142.430000 sec): 3 clusters
  Score: Raw -53199151.541364 + Penalty 14957.280411 = -53184194.260953
  nChanged 3731
		SP:Iteration 13Q (26143.710000 sec): 3 clusters
  Score: Raw -53201678.300582 + Penalty 14957.280411 = -53186721.020171
  nChanged 2674
		SP:Iteration 14Q (26144.960000 sec): 3 clusters
  Score: Raw -53203003.723988 + Penalty 14957.280411 = -53188046.443577
  nChanged 1880
		SP:Iteration 15Q (26146.200000 sec): 3 clusters
  Score: Raw -53203657.861835 + Penalty 14957.280411 = -53188700.581424
  nChanged 1321
		SP:Iteration 16Q (26147.440000 sec): 3 clusters
  Score: Raw -53203996.491465 + Penalty 14957.280411 = -53189039.211054
  nChanged 983
		SP:Iteration 17Q (26148.670000 sec): 3 clusters
  Score: Raw -53204176.096363 + Penalty 14957.280411 = -53189218.815952
  nChanged 719
		SP:Iteration 18Q (26149.910000 sec): 3 clusters
  Score: Raw -53204281.285501 + Penalty 14957.280411 = -53189324.005090
  nChanged 534
		SP:Iteration 19Q (26151.140000 sec): 3 clusters
  Score: Raw -53204343.729921 + Penalty 14957.280411 = -53189386.449509
  nChanged 396
		SP:Iteration 20F (26152.670000 sec): 3 clusters
  Score: Raw -53204383.191636 + Penalty 14957.280411 = -53189425.911225
  nChanged 306
		SP:Iteration 21Q (26153.920000 sec): 3 clusters
  Score: Raw -53204408.238315 + Penalty 14957.280411 = -53189450.957904
  nChanged 234
		SP:Iteration 22Q (26155.160000 sec): 3 clusters
  Score: Raw -53204426.290353 + Penalty 14957.280411 = -53189469.009942
  nChanged 225
		SP:Iteration 23Q (26156.400000 sec): 3 clusters
  Score: Raw -53204441.761937 + Penalty 14957.280411 = -53189484.481526
  nChanged 180
		SP:Iteration 24Q (26157.650000 sec): 3 clusters
  Score: Raw -53204452.800765 + Penalty 14957.280411 = -53189495.520354
  nChanged 149
		SP:Iteration 25Q (26158.890000 sec): 3 clusters
  Score: Raw -53204460.557495 + Penalty 14957.280411 = -53189503.277084
  nChanged 102
		SP:Iteration 26Q (26160.140000 sec): 3 clusters
  Score: Raw -53204465.223334 + Penalty 14957.280411 = -53189507.942923
  nChanged 92
		SP:Iteration 27Q (26161.390000 sec): 3 clusters
  Score: Raw -53204469.372191 + Penalty 14957.280411 = -53189512.091779
  nChanged 81
		SP:Iteration 28Q (26162.630000 sec): 3 clusters
  Score: Raw -53204473.263505 + Penalty 14957.280411 = -53189515.983094
  nChanged 81
		SP:Iteration 29Q (26163.870000 sec): 3 clusters
  Score: Raw -53204477.305993 + Penalty 14957.280411 = -53189520.025582
  nChanged 67
		SP:Iteration 30Q (26165.120000 sec): 3 clusters
  Score: Raw -53204479.913593 + Penalty 14957.280411 = -53189522.633182
  nChanged 60
		SP:Iteration 31Q (26166.360000 sec): 3 clusters
  Score: Raw -53204481.970669 + Penalty 14957.280411 = -53189524.690258
  nChanged 50
		SP:Iteration 32Q (26167.600000 sec): 3 clusters
  Score: Raw -53204483.722515 + Penalty 14957.280411 = -53189526.442104
  nChanged 35
		SP:Iteration 33Q (26168.840000 sec): 3 clusters
  Score: Raw -53204485.155185 + Penalty 14957.280411 = -53189527.874774
  nChanged 34
		SP:Iteration 34Q (26170.080000 sec): 3 clusters
  Score: Raw -53204486.159041 + Penalty 14957.280411 = -53189528.878630
  nChanged 29
		SP:Iteration 35Q (26171.320000 sec): 3 clusters
  Score: Raw -53204487.172962 + Penalty 14957.280411 = -53189529.892551
  nChanged 32
		SP:Iteration 36Q (26172.580000 sec): 3 clusters
  Score: Raw -53204488.234362 + Penalty 14957.280411 = -53189530.953951
  nChanged 23
		SP:Iteration 37Q (26173.820000 sec): 3 clusters
  Score: Raw -53204488.941625 + Penalty 14957.280411 = -53189531.661214
  nChanged 19
		SP:Iteration 38Q (26175.060000 sec): 3 clusters
  Score: Raw -53204489.492971 + Penalty 14957.280411 = -53189532.212560
  nChanged 14
		SP:Iteration 39Q (26176.290000 sec): 3 clusters
  Score: Raw -53204489.951515 + Penalty 14957.280411 = -53189532.671104
  nChanged 15
		SP:Iteration 40F (26177.810000 sec): 3 clusters
  Score: Raw -53204490.368689 + Penalty 14957.280411 = -53189533.088278
  nChanged 11
		SP:Iteration 41Q (26179.060000 sec): 3 clusters
  Score: Raw -53204490.667891 + Penalty 14957.280411 = -53189533.387480
  nChanged 9
		SP:Iteration 42Q (26180.300000 sec): 3 clusters
  Score: Raw -53204490.913114 + Penalty 14957.280411 = -53189533.632703
  nChanged 9
		SP:Iteration 43Q (26181.550000 sec): 3 clusters
  Score: Raw -53204491.107021 + Penalty 14957.280411 = -53189533.826610
  nChanged 5
		SP:Iteration 44Q (26182.790000 sec): 3 clusters
  Score: Raw -53204491.208985 + Penalty 14957.280411 = -53189533.928574
  nChanged 2
		SP:Iteration 45Q (26184.040000 sec): 3 clusters
  Score: Raw -53204491.280195 + Penalty 14957.280411 = -53189533.999784
  nChanged 3
		SP:Iteration 46Q (26185.280000 sec): 3 clusters
  Score: Raw -53204491.350993 + Penalty 14957.280411 = -53189534.070582
  nChanged 1
		SP:Iteration 47Q (26186.530000 sec): 3 clusters
  Score: Raw -53204491.376574 + Penalty 14957.280411 = -53189534.096163
  nChanged 2
		SP:Iteration 48Q (26187.780000 sec): 3 clusters
  Score: Raw -53204491.426325 + Penalty 14957.280411 = -53189534.145914
  nChanged 0
		SP:Iteration 49F (26189.300000 sec): 3 clusters
  Score: Raw -53204491.426325 + Penalty 14957.280411 = -53189534.145914
  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 23.77 GB.

 Trying to split cluster 3 (137518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26190.280000 sec): 2 clusters
  Score: Raw -36744234.295420 + Penalty 7246.799934 = -36736987.495486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26191.340000 sec): 3 clusters
  Score: Raw -36658656.226012 + Penalty 14493.599868 = -36644162.626143
  nChanged 63566
		SP:Iteration 1F (26192.380000 sec): 3 clusters
  Score: Raw -36694019.405913 + Penalty 14493.599868 = -36679525.806044
  nChanged 5014
		SP:Iteration 2Q (26193.440000 sec): 3 clusters
  Score: Raw -36695315.264770 + Penalty 14493.599868 = -36680821.664901
  nChanged 4787
		SP:Iteration 3Q (26194.500000 sec): 3 clusters
  Score: Raw -36696594.808345 + Penalty 14493.599868 = -36682101.208477
  nChanged 4713
		SP:Iteration 4Q (26195.560000 sec): 3 clusters
  Score: Raw -36697908.661850 + Penalty 14493.599868 = -36683415.061982
  nChanged 4786
		SP:Iteration 5Q (26196.620000 sec): 3 clusters
  Score: Raw -36699394.950898 + Penalty 14493.599868 = -36684901.351030
  nChanged 4969
		SP:Iteration 6Q (26197.680000 sec): 3 clusters
  Score: Raw -36701031.660981 + Penalty 14493.599868 = -36686538.061113
  nChanged 5173
		SP:Iteration 7Q (26198.730000 sec): 3 clusters
  Score: Raw -36702890.761942 + Penalty 14493.599868 = -36688397.162074
  nChanged 5478
		SP:Iteration 8Q (26199.790000 sec): 3 clusters
  Score: Raw -36705066.593748 + Penalty 14493.599868 = -36690572.993879
  nChanged 5691
		SP:Iteration 9Q (26200.840000 sec): 3 clusters
  Score: Raw -36707493.391992 + Penalty 14493.599868 = -36692999.792124
  nChanged 5796
		SP:Iteration 10Q (26201.890000 sec): 3 clusters
  Score: Raw -36710068.190024 + Penalty 14493.599868 = -36695574.590156
  nChanged 5903
		SP:Iteration 11Q (26202.940000 sec): 3 clusters
  Score: Raw -36712873.244388 + Penalty 14493.599868 = -36698379.644519
  nChanged 6012
		SP:Iteration 12Q (26203.980000 sec): 3 clusters
  Score: Raw -36715897.585109 + Penalty 14493.599868 = -36701403.985241
  nChanged 6041
		SP:Iteration 13Q (26205.020000 sec): 3 clusters
  Score: Raw -36719196.064017 + Penalty 14493.599868 = -36704702.464149
  nChanged 6151
		SP:Iteration 14Q (26206.050000 sec): 3 clusters
  Score: Raw -36722819.160205 + Penalty 14493.599868 = -36708325.560337
  nChanged 6405
		SP:Iteration 15Q (26207.070000 sec): 3 clusters
  Score: Raw -36726842.475667 + Penalty 14493.599868 = -36712348.875799
  nChanged 6308
		SP:Iteration 16Q (26208.070000 sec): 3 clusters
  Score: Raw -36730960.129399 + Penalty 14493.599868 = -36716466.529531
  nChanged 5929
		SP:Iteration 17Q (26209.050000 sec): 3 clusters
  Score: Raw -36734800.430719 + Penalty 14493.599868 = -36720306.830851
  nChanged 5057
		SP:Iteration 18Q (26210.000000 sec): 3 clusters
  Score: Raw -36737895.578696 + Penalty 14493.599868 = -36723401.978828
  nChanged 4026
		SP:Iteration 19Q (26210.910000 sec): 3 clusters
  Score: Raw -36740247.569062 + Penalty 14493.599868 = -36725753.969194
  nChanged 3086
		SP:Iteration 20F (26211.960000 sec): 3 clusters
  Score: Raw -36741974.480010 + Penalty 14493.599868 = -36727480.880142
  nChanged 2212
		SP:Iteration 21Q (26212.810000 sec): 3 clusters
  Score: Raw -36743112.244570 + Penalty 14493.599868 = -36728618.644701
  nChanged 1590
		SP:Iteration 22Q (26213.640000 sec): 3 clusters
  Score: Raw -36743921.829846 + Penalty 14493.599868 = -36729428.229978
  nChanged 1068
		SP:Iteration 23Q (26214.450000 sec): 3 clusters
  Score: Raw -36744440.081960 + Penalty 14493.599868 = -36729946.482092
  nChanged 756
		SP:Iteration 24Q (26215.250000 sec): 3 clusters
  Score: Raw -36744788.242031 + Penalty 14493.599868 = -36730294.642163
  nChanged 574
		SP:Iteration 25Q (26216.030000 sec): 3 clusters
  Score: Raw -36745054.037145 + Penalty 14493.599868 = -36730560.437276
  nChanged 425
		SP:Iteration 26Q (26216.800000 sec): 3 clusters
  Score: Raw -36745249.715216 + Penalty 14493.599868 = -36730756.115348
  nChanged 323
		SP:Iteration 27Q (26217.560000 sec): 3 clusters
  Score: Raw -36745398.520360 + Penalty 14493.599868 = -36730904.920492
  nChanged 263
		SP:Iteration 28Q (26218.310000 sec): 3 clusters
  Score: Raw -36745512.640070 + Penalty 14493.599868 = -36731019.040202
  nChanged 179
		SP:Iteration 29Q (26219.070000 sec): 3 clusters
  Score: Raw -36745586.838317 + Penalty 14493.599868 = -36731093.238449
  nChanged 147
		SP:Iteration 30Q (26219.820000 sec): 3 clusters
  Score: Raw -36745648.291168 + Penalty 14493.599868 = -36731154.691299
  nChanged 110
		SP:Iteration 31Q (26220.560000 sec): 3 clusters
  Score: Raw -36745691.246997 + Penalty 14493.599868 = -36731197.647128
  nChanged 91
		SP:Iteration 32Q (26221.300000 sec): 3 clusters
  Score: Raw -36745725.556003 + Penalty 14493.599868 = -36731231.956134
  nChanged 77
		SP:Iteration 33Q (26222.040000 sec): 3 clusters
  Score: Raw -36745759.015235 + Penalty 14493.599868 = -36731265.415367
  nChanged 89
		SP:Iteration 34Q (26222.780000 sec): 3 clusters
  Score: Raw -36745794.430084 + Penalty 14493.599868 = -36731300.830215
  nChanged 76
		SP:Iteration 35Q (26223.510000 sec): 3 clusters
  Score: Raw -36745825.118675 + Penalty 14493.599868 = -36731331.518806
  nChanged 58
		SP:Iteration 36Q (26224.250000 sec): 3 clusters
  Score: Raw -36745847.756468 + Penalty 14493.599868 = -36731354.156600
  nChanged 42
		SP:Iteration 37Q (26224.980000 sec): 3 clusters
  Score: Raw -36745863.027427 + Penalty 14493.599868 = -36731369.427559
  nChanged 36
		SP:Iteration 38Q (26225.710000 sec): 3 clusters
  Score: Raw -36745876.790481 + Penalty 14493.599868 = -36731383.190613
  nChanged 29
		SP:Iteration 39Q (26226.450000 sec): 3 clusters
  Score: Raw -36745887.727888 + Penalty 14493.599868 = -36731394.128019
  nChanged 33
		SP:Iteration 40F (26227.480000 sec): 3 clusters
  Score: Raw -36745901.092545 + Penalty 14493.599868 = -36731407.492677
  nChanged 26
		SP:Iteration 41Q (26228.210000 sec): 3 clusters
  Score: Raw -36745911.290066 + Penalty 14493.599868 = -36731417.690197
  nChanged 26
		SP:Iteration 42Q (26228.940000 sec): 3 clusters
  Score: Raw -36745920.862900 + Penalty 14493.599868 = -36731427.263032
  nChanged 22
		SP:Iteration 43Q (26229.680000 sec): 3 clusters
  Score: Raw -36745929.871713 + Penalty 14493.599868 = -36731436.271844
  nChanged 22
		SP:Iteration 44Q (26230.400000 sec): 3 clusters
  Score: Raw -36745938.590461 + Penalty 14493.599868 = -36731444.990592
  nChanged 20
		SP:Iteration 45Q (26231.140000 sec): 3 clusters
  Score: Raw -36745947.536282 + Penalty 14493.599868 = -36731453.936413
  nChanged 26
		SP:Iteration 46Q (26231.860000 sec): 3 clusters
  Score: Raw -36745958.393405 + Penalty 14493.599868 = -36731464.793537
  nChanged 26
		SP:Iteration 47Q (26232.590000 sec): 3 clusters
  Score: Raw -36745967.703095 + Penalty 14493.599868 = -36731474.103226
  nChanged 22
		SP:Iteration 48Q (26233.320000 sec): 3 clusters
  Score: Raw -36745976.606896 + Penalty 14493.599868 = -36731483.007028
  nChanged 26
		SP:Iteration 49Q (26234.050000 sec): 3 clusters
  Score: Raw -36745985.543891 + Penalty 14493.599868 = -36731491.944023
  nChanged 19
		SP:Iteration 50Q (26234.780000 sec): 3 clusters
  Score: Raw -36745991.545976 + Penalty 14493.599868 = -36731497.946107
  nChanged 17
		SP:Iteration 51Q (26235.510000 sec): 3 clusters
  Score: Raw -36745998.403407 + Penalty 14493.599868 = -36731504.803539
  nChanged 16
		SP:Iteration 52Q (26236.240000 sec): 3 clusters
  Score: Raw -36746004.690524 + Penalty 14493.599868 = -36731511.090656
  nChanged 9
		SP:Iteration 53Q (26236.960000 sec): 3 clusters
  Score: Raw -36746008.206533 + Penalty 14493.599868 = -36731514.606665
  nChanged 10
		SP:Iteration 54Q (26237.680000 sec): 3 clusters
  Score: Raw -36746012.069658 + Penalty 14493.599868 = -36731518.469790
  nChanged 10
		SP:Iteration 55Q (26238.410000 sec): 3 clusters
  Score: Raw -36746015.259540 + Penalty 14493.599868 = -36731521.659671
  nChanged 7
		SP:Iteration 56Q (26239.140000 sec): 3 clusters
  Score: Raw -36746017.721503 + Penalty 14493.599868 = -36731524.121634
  nChanged 8
		SP:Iteration 57Q (26239.860000 sec): 3 clusters
  Score: Raw -36746020.048903 + Penalty 14493.599868 = -36731526.449035
  nChanged 8
		SP:Iteration 58Q (26240.580000 sec): 3 clusters
  Score: Raw -36746022.700879 + Penalty 14493.599868 = -36731529.101010
  nChanged 10
		SP:Iteration 59Q (26241.320000 sec): 3 clusters
  Score: Raw -36746027.690403 + Penalty 14493.599868 = -36731534.090535
  nChanged 10
		SP:Iteration 60F (26242.350000 sec): 3 clusters
  Score: Raw -36746031.829248 + Penalty 14493.599868 = -36731538.229379
  nChanged 6
		SP:Iteration 61Q (26243.070000 sec): 3 clusters
  Score: Raw -36746033.632430 + Penalty 14493.599868 = -36731540.032562
  nChanged 5
		SP:Iteration 62Q (26243.800000 sec): 3 clusters
  Score: Raw -36746035.361741 + Penalty 14493.599868 = -36731541.761872
  nChanged 6
		SP:Iteration 63Q (26244.520000 sec): 3 clusters
  Score: Raw -36746037.989656 + Penalty 14493.599868 = -36731544.389787
  nChanged 2
		SP:Iteration 64Q (26245.250000 sec): 3 clusters
  Score: Raw -36746038.677448 + Penalty 14493.599868 = -36731545.077580
  nChanged 1
		SP:Iteration 65Q (26245.970000 sec): 3 clusters
  Score: Raw -36746038.952634 + Penalty 14493.599868 = -36731545.352765
  nChanged 1
		SP:Iteration 66Q (26246.700000 sec): 3 clusters
  Score: Raw -36746039.183367 + Penalty 14493.599868 = -36731545.583498
  nChanged 2
		SP:Iteration 67Q (26247.420000 sec): 3 clusters
  Score: Raw -36746039.631736 + Penalty 14493.599868 = -36731546.031868
  nChanged 2
		SP:Iteration 68Q (26248.150000 sec): 3 clusters
  Score: Raw -36746040.578700 + Penalty 14493.599868 = -36731546.978831
  nChanged 2
		SP:Iteration 69Q (26248.880000 sec): 3 clusters
  Score: Raw -36746041.675875 + Penalty 14493.599868 = -36731548.076007
  nChanged 2
		SP:Iteration 70Q (26249.600000 sec): 3 clusters
  Score: Raw -36746042.713637 + Penalty 14493.599868 = -36731549.113769
  nChanged 4
		SP:Iteration 71Q (26250.330000 sec): 3 clusters
  Score: Raw -36746044.153665 + Penalty 14493.599868 = -36731550.553796
  nChanged 4
		SP:Iteration 72Q (26251.050000 sec): 3 clusters
  Score: Raw -36746045.254808 + Penalty 14493.599868 = -36731551.654939
  nChanged 1
		SP:Iteration 73Q (26251.780000 sec): 3 clusters
  Score: Raw -36746045.730024 + Penalty 14493.599868 = -36731552.130156
  nChanged 3
		SP:Iteration 74Q (26252.500000 sec): 3 clusters
  Score: Raw -36746046.681079 + Penalty 14493.599868 = -36731553.081211
  nChanged 1
		SP:Iteration 75Q (26253.220000 sec): 3 clusters
  Score: Raw -36746047.225279 + Penalty 14493.599868 = -36731553.625411
  nChanged 2
		SP:Iteration 76Q (26253.950000 sec): 3 clusters
  Score: Raw -36746047.902352 + Penalty 14493.599868 = -36731554.302484
  nChanged 1
		SP:Iteration 77Q (26254.670000 sec): 3 clusters
  Score: Raw -36746048.154179 + Penalty 14493.599868 = -36731554.554311
  nChanged 0
		SP:Iteration 78F (26255.720000 sec): 3 clusters
  Score: Raw -36746048.154179 + Penalty 14493.599868 = -36731554.554311
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26255.810000 sec): 2 clusters
  Score: Raw -182801.735957 + Penalty 4100.419261 = -178701.316696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26255.820000 sec): 3 clusters
  Score: Raw -183717.643660 + Penalty 8200.838522 = -175516.805138
  nChanged 177
		SP:Iteration 1F (26255.820000 sec): 3 clusters
  Score: Raw -184504.007937 + Penalty 8200.838522 = -176303.169415
  nChanged 85
		SP:Iteration 2F (26255.840000 sec): 3 clusters
  Score: Raw -185130.481270 + Penalty 8200.838522 = -176929.642748
  nChanged 76
		SP:Iteration 3F (26255.840000 sec): 3 clusters
  Score: Raw -185944.308993 + Penalty 8200.838522 = -177743.470471
  nChanged 53
		SP:Iteration 4F (26255.850000 sec): 3 clusters
  Score: Raw -186546.890675 + Penalty 8200.838522 = -178346.052153
  nChanged 30
		SP:Iteration 5Q (26255.850000 sec): 3 clusters
  Score: Raw -186860.449487 + Penalty 8200.838522 = -178659.610965
  nChanged 18
		SP:Iteration 6Q (26255.860000 sec): 3 clusters
  Score: Raw -187161.573914 + Penalty 8200.838522 = -178960.735393
  nChanged 7
		SP:Iteration 7Q (26255.860000 sec): 3 clusters
  Score: Raw -187210.824409 + Penalty 8200.838522 = -179009.985887
  nChanged 2
		SP:Iteration 8Q (26255.860000 sec): 3 clusters
  Score: Raw -187224.600060 + Penalty 8200.838522 = -179023.761538
  nChanged 1
		SP:Iteration 9Q (26255.870000 sec): 3 clusters
  Score: Raw -187228.369437 + Penalty 8200.838522 = -179027.530915
  nChanged 1
		SP:Iteration 10Q (26255.880000 sec): 3 clusters
  Score: Raw -187240.204733 + Penalty 8200.838522 = -179039.366211
  nChanged 1
		SP:Iteration 11Q (26255.880000 sec): 3 clusters
  Score: Raw -187243.648379 + Penalty 8200.838522 = -179042.809858
  nChanged 0
		SP:Iteration 12F (26255.880000 sec): 3 clusters
  Score: Raw -187249.633648 + Penalty 8200.838522 = -179048.795127
  nChanged 1
		SP:Iteration 13Q (26255.890000 sec): 3 clusters
  Score: Raw -187294.418094 + Penalty 8200.838522 = -179093.579572
  nChanged 0
		SP:Iteration 14F (26255.900000 sec): 3 clusters
  Score: Raw -187295.360154 + Penalty 8200.838522 = -179094.521632
  nChanged 1
		SP:Iteration 15Q (26255.900000 sec): 3 clusters
  Score: Raw -187376.678269 + Penalty 8200.838522 = -179175.839747
  nChanged 1
		SP:Iteration 16Q (26255.900000 sec): 3 clusters
  Score: Raw -187385.389828 + Penalty 8200.838522 = -179184.551307
  nChanged 0
		SP:Iteration 17F (26255.910000 sec): 3 clusters
  Score: Raw -187385.389828 + Penalty 8200.838522 = -179184.551307
  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 23.77 GB.

 Trying to split cluster 5 (525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26255.930000 sec): 2 clusters
  Score: Raw -135938.846363 + Penalty 3836.331436 = -132102.514928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26255.930000 sec): 3 clusters
  Score: Raw -136395.631898 + Penalty 7672.662872 = -128722.969026
  nChanged 41
		SP:Iteration 1F (26255.940000 sec): 3 clusters
  Score: Raw -136563.888097 + Penalty 7672.662872 = -128891.225225
  nChanged 9
		SP:Iteration 2Q (26255.940000 sec): 3 clusters
  Score: Raw -136600.774043 + Penalty 7672.662872 = -128928.111171
  nChanged 3
		SP:Iteration 3Q (26255.950000 sec): 3 clusters
  Score: Raw -136614.939301 + Penalty 7672.662872 = -128942.276429
  nChanged 1
		SP:Iteration 4Q (26255.950000 sec): 3 clusters
  Score: Raw -136617.391596 + Penalty 7672.662872 = -128944.728725
  nChanged 3
		SP:Iteration 5Q (26255.960000 sec): 3 clusters
  Score: Raw -136637.017916 + Penalty 7672.662872 = -128964.355045
  nChanged 0
		SP:Iteration 6F (26255.960000 sec): 3 clusters
  Score: Raw -136637.017916 + Penalty 7672.662872 = -128964.355045
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (110883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26256.750000 sec): 2 clusters
  Score: Raw -29562470.774298 + Penalty 7114.941408 = -29555355.832890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26257.600000 sec): 3 clusters
  Score: Raw -29494150.231017 + Penalty 14229.882816 = -29479920.348201
  nChanged 50991
		SP:Iteration 1F (26258.450000 sec): 3 clusters
  Score: Raw -29522488.085481 + Penalty 14229.882816 = -29508258.202664
  nChanged 4670
		SP:Iteration 2Q (26259.310000 sec): 3 clusters
  Score: Raw -29524046.105099 + Penalty 14229.882816 = -29509816.222283
  nChanged 4840
		SP:Iteration 3Q (26260.150000 sec): 3 clusters
  Score: Raw -29526121.028727 + Penalty 14229.882816 = -29511891.145911
  nChanged 5368
		SP:Iteration 4Q (26261.010000 sec): 3 clusters
  Score: Raw -29529173.772610 + Penalty 14229.882816 = -29514943.889794
  nChanged 6206
		SP:Iteration 5F (26261.850000 sec): 3 clusters
  Score: Raw -29533288.036524 + Penalty 14229.882816 = -29519058.153708
  nChanged 6953
		SP:Iteration 6F (26262.700000 sec): 3 clusters
  Score: Raw -29537851.896421 + Penalty 14229.882816 = -29523622.013605
  nChanged 7141
		SP:Iteration 7F (26263.540000 sec): 3 clusters
  Score: Raw -29542290.235415 + Penalty 14229.882816 = -29528060.352598
  nChanged 6822
		SP:Iteration 8F (26264.380000 sec): 3 clusters
  Score: Raw -29546283.962457 + Penalty 14229.882816 = -29532054.079640
  nChanged 5969
		SP:Iteration 9F (26265.230000 sec): 3 clusters
  Score: Raw -29549668.320183 + Penalty 14229.882816 = -29535438.437367
  nChanged 5050
		SP:Iteration 10Q (26266.050000 sec): 3 clusters
  Score: Raw -29552373.050787 + Penalty 14229.882816 = -29538143.167970
  nChanged 4185
		SP:Iteration 11Q (26266.870000 sec): 3 clusters
  Score: Raw -29554516.889481 + Penalty 14229.882816 = -29540287.006665
  nChanged 3430
		SP:Iteration 12Q (26267.690000 sec): 3 clusters
  Score: Raw -29556225.267840 + Penalty 14229.882816 = -29541995.385023
  nChanged 2876
		SP:Iteration 13Q (26268.500000 sec): 3 clusters
  Score: Raw -29557640.137109 + Penalty 14229.882816 = -29543410.254293
  nChanged 2453
		SP:Iteration 14Q (26269.300000 sec): 3 clusters
  Score: Raw -29558844.277971 + Penalty 14229.882816 = -29544614.395155
  nChanged 1990
		SP:Iteration 15Q (26270.090000 sec): 3 clusters
  Score: Raw -29559816.967800 + Penalty 14229.882816 = -29545587.084984
  nChanged 1576
		SP:Iteration 16Q (26270.880000 sec): 3 clusters
  Score: Raw -29560618.381509 + Penalty 14229.882816 = -29546388.498693
  nChanged 1307
		SP:Iteration 17Q (26271.650000 sec): 3 clusters
  Score: Raw -29561282.619190 + Penalty 14229.882816 = -29547052.736374
  nChanged 987
		SP:Iteration 18Q (26272.410000 sec): 3 clusters
  Score: Raw -29561805.517071 + Penalty 14229.882816 = -29547575.634255
  nChanged 762
		SP:Iteration 19Q (26273.150000 sec): 3 clusters
  Score: Raw -29562200.850887 + Penalty 14229.882816 = -29547970.968071
  nChanged 578
		SP:Iteration 20F (26273.990000 sec): 3 clusters
  Score: Raw -29562509.031049 + Penalty 14229.882816 = -29548279.148233
  nChanged 420
		SP:Iteration 21Q (26274.690000 sec): 3 clusters
  Score: Raw -29562724.025538 + Penalty 14229.882816 = -29548494.142722
  nChanged 312
		SP:Iteration 22Q (26275.380000 sec): 3 clusters
  Score: Raw -29562895.205994 + Penalty 14229.882816 = -29548665.323178
  nChanged 228
		SP:Iteration 23Q (26276.080000 sec): 3 clusters
  Score: Raw -29563009.965864 + Penalty 14229.882816 = -29548780.083048
  nChanged 179
		SP:Iteration 24Q (26276.750000 sec): 3 clusters
  Score: Raw -29563110.573847 + Penalty 14229.882816 = -29548880.691031
  nChanged 154
		SP:Iteration 25Q (26277.420000 sec): 3 clusters
  Score: Raw -29563188.671647 + Penalty 14229.882816 = -29548958.788831
  nChanged 124
		SP:Iteration 26Q (26278.080000 sec): 3 clusters
  Score: Raw -29563254.418901 + Penalty 14229.882816 = -29549024.536085
  nChanged 95
		SP:Iteration 27Q (26278.740000 sec): 3 clusters
  Score: Raw -29563307.140344 + Penalty 14229.882816 = -29549077.257528
  nChanged 75
		SP:Iteration 28Q (26279.400000 sec): 3 clusters
  Score: Raw -29563348.286367 + Penalty 14229.882816 = -29549118.403551
  nChanged 65
		SP:Iteration 29Q (26280.050000 sec): 3 clusters
  Score: Raw -29563382.673863 + Penalty 14229.882816 = -29549152.791046
  nChanged 52
		SP:Iteration 30Q (26280.700000 sec): 3 clusters
  Score: Raw -29563412.528064 + Penalty 14229.882816 = -29549182.645247
  nChanged 60
		SP:Iteration 31Q (26281.340000 sec): 3 clusters
  Score: Raw -29563447.517768 + Penalty 14229.882816 = -29549217.634952
  nChanged 57
		SP:Iteration 32Q (26281.980000 sec): 3 clusters
  Score: Raw -29563476.334983 + Penalty 14229.882816 = -29549246.452167
  nChanged 34
		SP:Iteration 33Q (26282.640000 sec): 3 clusters
  Score: Raw -29563492.878137 + Penalty 14229.882816 = -29549262.995321
  nChanged 32
		SP:Iteration 34Q (26283.280000 sec): 3 clusters
  Score: Raw -29563510.024672 + Penalty 14229.882816 = -29549280.141856
  nChanged 31
		SP:Iteration 35Q (26283.910000 sec): 3 clusters
  Score: Raw -29563529.085898 + Penalty 14229.882816 = -29549299.203082
  nChanged 29
		SP:Iteration 36Q (26284.540000 sec): 3 clusters
  Score: Raw -29563543.280846 + Penalty 14229.882816 = -29549313.398030
  nChanged 22
		SP:Iteration 37Q (26285.170000 sec): 3 clusters
  Score: Raw -29563555.453740 + Penalty 14229.882816 = -29549325.570924
  nChanged 21
		SP:Iteration 38Q (26285.800000 sec): 3 clusters
  Score: Raw -29563569.014704 + Penalty 14229.882816 = -29549339.131888
  nChanged 19
		SP:Iteration 39Q (26286.430000 sec): 3 clusters
  Score: Raw -29563581.923587 + Penalty 14229.882816 = -29549352.040771
  nChanged 16
		SP:Iteration 40F (26287.260000 sec): 3 clusters
  Score: Raw -29563591.117279 + Penalty 14229.882816 = -29549361.234462
  nChanged 15
		SP:Iteration 41Q (26287.900000 sec): 3 clusters
  Score: Raw -29563599.891872 + Penalty 14229.882816 = -29549370.009056
  nChanged 16
		SP:Iteration 42Q (26288.530000 sec): 3 clusters
  Score: Raw -29563611.550086 + Penalty 14229.882816 = -29549381.667270
  nChanged 15
		SP:Iteration 43Q (26289.160000 sec): 3 clusters
  Score: Raw -29563620.390650 + Penalty 14229.882816 = -29549390.507834
  nChanged 12
		SP:Iteration 44Q (26289.790000 sec): 3 clusters
  Score: Raw -29563626.614140 + Penalty 14229.882816 = -29549396.731324
  nChanged 12
		SP:Iteration 45Q (26290.420000 sec): 3 clusters
  Score: Raw -29563631.739232 + Penalty 14229.882816 = -29549401.856416
  nChanged 10
		SP:Iteration 46Q (26291.050000 sec): 3 clusters
  Score: Raw -29563637.496797 + Penalty 14229.882816 = -29549407.613981
  nChanged 6
		SP:Iteration 47Q (26291.670000 sec): 3 clusters
  Score: Raw -29563640.431172 + Penalty 14229.882816 = -29549410.548356
  nChanged 4
		SP:Iteration 48Q (26292.300000 sec): 3 clusters
  Score: Raw -29563642.126114 + Penalty 14229.882816 = -29549412.243298
  nChanged 2
		SP:Iteration 49Q (26292.920000 sec): 3 clusters
  Score: Raw -29563643.200721 + Penalty 14229.882816 = -29549413.317904
  nChanged 4
		SP:Iteration 50Q (26293.550000 sec): 3 clusters
  Score: Raw -29563645.572771 + Penalty 14229.882816 = -29549415.689955
  nChanged 3
		SP:Iteration 51Q (26294.170000 sec): 3 clusters
  Score: Raw -29563646.646880 + Penalty 14229.882816 = -29549416.764064
  nChanged 3
		SP:Iteration 52Q (26294.800000 sec): 3 clusters
  Score: Raw -29563648.337705 + Penalty 14229.882816 = -29549418.454889
  nChanged 3
		SP:Iteration 53Q (26295.420000 sec): 3 clusters
  Score: Raw -29563649.825256 + Penalty 14229.882816 = -29549419.942440
  nChanged 2
		SP:Iteration 54Q (26296.050000 sec): 3 clusters
  Score: Raw -29563651.101119 + Penalty 14229.882816 = -29549421.218303
  nChanged 1
		SP:Iteration 55Q (26296.670000 sec): 3 clusters
  Score: Raw -29563651.796547 + Penalty 14229.882816 = -29549421.913731
  nChanged 2
		SP:Iteration 56Q (26297.290000 sec): 3 clusters
  Score: Raw -29563653.144885 + Penalty 14229.882816 = -29549423.262068
  nChanged 1
		SP:Iteration 57Q (26297.930000 sec): 3 clusters
  Score: Raw -29563653.581401 + Penalty 14229.882816 = -29549423.698585
  nChanged 0
		SP:Iteration 58F (26298.760000 sec): 3 clusters
  Score: Raw -29563653.581401 + Penalty 14229.882816 = -29549423.698585
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (18864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26298.930000 sec): 2 clusters
  Score: Raw -4993024.639409 + Penalty 6030.069006 = -4986994.570403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26299.070000 sec): 3 clusters
  Score: Raw -4983447.808547 + Penalty 12060.138013 = -4971387.670534
  nChanged 7556
		SP:Iteration 1F (26299.210000 sec): 3 clusters
  Score: Raw -4987674.018168 + Penalty 12060.138013 = -4975613.880155
  nChanged 1451
		SP:Iteration 2F (26299.360000 sec): 3 clusters
  Score: Raw -4988709.823334 + Penalty 12060.138013 = -4976649.685321
  nChanged 1279
		SP:Iteration 3F (26299.500000 sec): 3 clusters
  Score: Raw -4989815.170110 + Penalty 12060.138013 = -4977755.032097
  nChanged 1346
		SP:Iteration 4F (26299.640000 sec): 3 clusters
  Score: Raw -4991065.028653 + Penalty 12060.138013 = -4979004.890640
  nChanged 1312
		SP:Iteration 5F (26299.780000 sec): 3 clusters
  Score: Raw -4992208.930250 + Penalty 12060.138013 = -4980148.792237
  nChanged 1157
		SP:Iteration 6F (26299.930000 sec): 3 clusters
  Score: Raw -4993075.985244 + Penalty 12060.138013 = -4981015.847231
  nChanged 882
		SP:Iteration 7Q (26300.070000 sec): 3 clusters
  Score: Raw -4993669.342897 + Penalty 12060.138013 = -4981609.204884
  nChanged 728
		SP:Iteration 8Q (26300.210000 sec): 3 clusters
  Score: Raw -4994111.408670 + Penalty 12060.138013 = -4982051.270657
  nChanged 566
		SP:Iteration 9Q (26300.350000 sec): 3 clusters
  Score: Raw -4994426.111563 + Penalty 12060.138013 = -4982365.973550
  nChanged 461
		SP:Iteration 10Q (26300.490000 sec): 3 clusters
  Score: Raw -4994664.395406 + Penalty 12060.138013 = -4982604.257393
  nChanged 359
		SP:Iteration 11Q (26300.630000 sec): 3 clusters
  Score: Raw -4994853.250126 + Penalty 12060.138013 = -4982793.112114
  nChanged 272
		SP:Iteration 12Q (26300.770000 sec): 3 clusters
  Score: Raw -4994967.381709 + Penalty 12060.138013 = -4982907.243696
  nChanged 225
		SP:Iteration 13Q (26300.900000 sec): 3 clusters
  Score: Raw -4995054.351177 + Penalty 12060.138013 = -4982994.213165
  nChanged 166
		SP:Iteration 14Q (26301.040000 sec): 3 clusters
  Score: Raw -4995107.436810 + Penalty 12060.138013 = -4983047.298797
  nChanged 134
		SP:Iteration 15Q (26301.180000 sec): 3 clusters
  Score: Raw -4995147.217136 + Penalty 12060.138013 = -4983087.079123
  nChanged 113
		SP:Iteration 16Q (26301.320000 sec): 3 clusters
  Score: Raw -4995176.914607 + Penalty 12060.138013 = -4983116.776594
  nChanged 91
		SP:Iteration 17Q (26301.460000 sec): 3 clusters
  Score: Raw -4995200.196196 + Penalty 12060.138013 = -4983140.058183
  nChanged 64
		SP:Iteration 18Q (26301.600000 sec): 3 clusters
  Score: Raw -4995216.844610 + Penalty 12060.138013 = -4983156.706597
  nChanged 51
		SP:Iteration 19Q (26301.730000 sec): 3 clusters
  Score: Raw -4995229.685269 + Penalty 12060.138013 = -4983169.547256
  nChanged 54
		SP:Iteration 20F (26301.880000 sec): 3 clusters
  Score: Raw -4995241.164675 + Penalty 12060.138013 = -4983181.026662
  nChanged 46
		SP:Iteration 21Q (26302.010000 sec): 3 clusters
  Score: Raw -4995252.265342 + Penalty 12060.138013 = -4983192.127329
  nChanged 34
		SP:Iteration 22Q (26302.150000 sec): 3 clusters
  Score: Raw -4995260.129853 + Penalty 12060.138013 = -4983199.991840
  nChanged 28
		SP:Iteration 23Q (26302.290000 sec): 3 clusters
  Score: Raw -4995265.450709 + Penalty 12060.138013 = -4983205.312696
  nChanged 20
		SP:Iteration 24Q (26302.430000 sec): 3 clusters
  Score: Raw -4995269.181669 + Penalty 12060.138013 = -4983209.043656
  nChanged 13
		SP:Iteration 25Q (26302.570000 sec): 3 clusters
  Score: Raw -4995271.942974 + Penalty 12060.138013 = -4983211.804961
  nChanged 18
		SP:Iteration 26Q (26302.710000 sec): 3 clusters
  Score: Raw -4995275.194280 + Penalty 12060.138013 = -4983215.056267
  nChanged 14
		SP:Iteration 27Q (26302.850000 sec): 3 clusters
  Score: Raw -4995278.621544 + Penalty 12060.138013 = -4983218.483531
  nChanged 17
		SP:Iteration 28Q (26302.990000 sec): 3 clusters
  Score: Raw -4995282.836758 + Penalty 12060.138013 = -4983222.698746
  nChanged 18
		SP:Iteration 29Q (26303.130000 sec): 3 clusters
  Score: Raw -4995287.203425 + Penalty 12060.138013 = -4983227.065412
  nChanged 17
		SP:Iteration 30Q (26303.260000 sec): 3 clusters
  Score: Raw -4995291.513355 + Penalty 12060.138013 = -4983231.375342
  nChanged 19
		SP:Iteration 31Q (26303.400000 sec): 3 clusters
  Score: Raw -4995296.577076 + Penalty 12060.138013 = -4983236.439063
  nChanged 14
		SP:Iteration 32Q (26303.540000 sec): 3 clusters
  Score: Raw -4995299.375467 + Penalty 12060.138013 = -4983239.237454
  nChanged 8
		SP:Iteration 33Q (26303.680000 sec): 3 clusters
  Score: Raw -4995301.435739 + Penalty 12060.138013 = -4983241.297726
  nChanged 10
		SP:Iteration 34Q (26303.820000 sec): 3 clusters
  Score: Raw -4995304.042967 + Penalty 12060.138013 = -4983243.904954
  nChanged 7
		SP:Iteration 35Q (26303.960000 sec): 3 clusters
  Score: Raw -4995305.262450 + Penalty 12060.138013 = -4983245.124437
  nChanged 8
		SP:Iteration 36Q (26304.100000 sec): 3 clusters
  Score: Raw -4995307.335715 + Penalty 12060.138013 = -4983247.197702
  nChanged 7
		SP:Iteration 37Q (26304.230000 sec): 3 clusters
  Score: Raw -4995309.182589 + Penalty 12060.138013 = -4983249.044576
  nChanged 7
		SP:Iteration 38Q (26304.370000 sec): 3 clusters
  Score: Raw -4995311.186447 + Penalty 12060.138013 = -4983251.048434
  nChanged 8
		SP:Iteration 39Q (26304.510000 sec): 3 clusters
  Score: Raw -4995313.433624 + Penalty 12060.138013 = -4983253.295612
  nChanged 11
		SP:Iteration 40F (26304.650000 sec): 3 clusters
  Score: Raw -4995315.283085 + Penalty 12060.138013 = -4983255.145072
  nChanged 6
		SP:Iteration 41Q (26304.790000 sec): 3 clusters
  Score: Raw -4995316.687064 + Penalty 12060.138013 = -4983256.549051
  nChanged 14
		SP:Iteration 42Q (26304.930000 sec): 3 clusters
  Score: Raw -4995319.142296 + Penalty 12060.138013 = -4983259.004283
  nChanged 7
		SP:Iteration 43Q (26305.070000 sec): 3 clusters
  Score: Raw -4995320.207318 + Penalty 12060.138013 = -4983260.069306
  nChanged 3
		SP:Iteration 44Q (26305.210000 sec): 3 clusters
  Score: Raw -4995320.644230 + Penalty 12060.138013 = -4983260.506217
  nChanged 4
		SP:Iteration 45Q (26305.350000 sec): 3 clusters
  Score: Raw -4995321.327343 + Penalty 12060.138013 = -4983261.189330
  nChanged 3
		SP:Iteration 46Q (26305.490000 sec): 3 clusters
  Score: Raw -4995321.991383 + Penalty 12060.138013 = -4983261.853370
  nChanged 2
		SP:Iteration 47Q (26305.620000 sec): 3 clusters
  Score: Raw -4995322.367356 + Penalty 12060.138013 = -4983262.229344
  nChanged 2
		SP:Iteration 48Q (26305.760000 sec): 3 clusters
  Score: Raw -4995322.658099 + Penalty 12060.138013 = -4983262.520086
  nChanged 4
		SP:Iteration 49Q (26305.900000 sec): 3 clusters
  Score: Raw -4995323.235577 + Penalty 12060.138013 = -4983263.097564
  nChanged 1
		SP:Iteration 50Q (26306.040000 sec): 3 clusters
  Score: Raw -4995323.357403 + Penalty 12060.138013 = -4983263.219390
  nChanged 1
		SP:Iteration 51Q (26306.180000 sec): 3 clusters
  Score: Raw -4995323.515843 + Penalty 12060.138013 = -4983263.377830
  nChanged 1
		SP:Iteration 52Q (26306.320000 sec): 3 clusters
  Score: Raw -4995323.599513 + Penalty 12060.138013 = -4983263.461500
  nChanged 1
		SP:Iteration 53Q (26306.450000 sec): 3 clusters
  Score: Raw -4995323.858459 + Penalty 12060.138013 = -4983263.720446
  nChanged 1
		SP:Iteration 54Q (26306.590000 sec): 3 clusters
  Score: Raw -4995323.975477 + Penalty 12060.138013 = -4983263.837464
  nChanged 0
		SP:Iteration 55F (26306.740000 sec): 3 clusters
  Score: Raw -4995323.975477 + Penalty 12060.138013 = -4983263.837464
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26306.960000 sec): 2 clusters
  Score: Raw -8640704.149650 + Penalty 6362.637424 = -8634341.512226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26307.200000 sec): 3 clusters
  Score: Raw -8622640.335823 + Penalty 12725.274848 = -8609915.060975
  nChanged 13886
		SP:Iteration 1F (26307.450000 sec): 3 clusters
  Score: Raw -8630129.063165 + Penalty 12725.274848 = -8617403.788317
  nChanged 2025
		SP:Iteration 2F (26307.690000 sec): 3 clusters
  Score: Raw -8631070.972831 + Penalty 12725.274848 = -8618345.697983
  nChanged 1634
		SP:Iteration 3F (26307.940000 sec): 3 clusters
  Score: Raw -8631912.095708 + Penalty 12725.274848 = -8619186.820860
  nChanged 1514
		SP:Iteration 4Q (26308.180000 sec): 3 clusters
  Score: Raw -8632638.743722 + Penalty 12725.274848 = -8619913.468874
  nChanged 1312
		SP:Iteration 5Q (26308.430000 sec): 3 clusters
  Score: Raw -8633215.827553 + Penalty 12725.274848 = -8620490.552705
  nChanged 1178
		SP:Iteration 6Q (26308.670000 sec): 3 clusters
  Score: Raw -8633686.824344 + Penalty 12725.274848 = -8620961.549496
  nChanged 1092
		SP:Iteration 7Q (26308.920000 sec): 3 clusters
  Score: Raw -8634094.904196 + Penalty 12725.274848 = -8621369.629347
  nChanged 938
		SP:Iteration 8Q (26309.160000 sec): 3 clusters
  Score: Raw -8634431.497498 + Penalty 12725.274848 = -8621706.222650
  nChanged 898
		SP:Iteration 9Q (26309.410000 sec): 3 clusters
  Score: Raw -8634733.898146 + Penalty 12725.274848 = -8622008.623298
  nChanged 807
		SP:Iteration 10Q (26309.660000 sec): 3 clusters
  Score: Raw -8634989.017184 + Penalty 12725.274848 = -8622263.742336
  nChanged 731
		SP:Iteration 11Q (26309.900000 sec): 3 clusters
  Score: Raw -8635243.122339 + Penalty 12725.274848 = -8622517.847491
  nChanged 715
		SP:Iteration 12Q (26310.140000 sec): 3 clusters
  Score: Raw -8635507.240763 + Penalty 12725.274848 = -8622781.965915
  nChanged 784
		SP:Iteration 13Q (26310.390000 sec): 3 clusters
  Score: Raw -8635809.608904 + Penalty 12725.274848 = -8623084.334056
  nChanged 788
		SP:Iteration 14Q (26310.630000 sec): 3 clusters
  Score: Raw -8636132.345116 + Penalty 12725.274848 = -8623407.070268
  nChanged 790
		SP:Iteration 15Q (26310.870000 sec): 3 clusters
  Score: Raw -8636460.018417 + Penalty 12725.274848 = -8623734.743569
  nChanged 822
		SP:Iteration 16Q (26311.110000 sec): 3 clusters
  Score: Raw -8636822.356897 + Penalty 12725.274848 = -8624097.082049
  nChanged 854
		SP:Iteration 17Q (26311.360000 sec): 3 clusters
  Score: Raw -8637238.014738 + Penalty 12725.274848 = -8624512.739890
  nChanged 914
		SP:Iteration 18Q (26311.600000 sec): 3 clusters
  Score: Raw -8637694.423618 + Penalty 12725.274848 = -8624969.148770
  nChanged 900
		SP:Iteration 19Q (26311.840000 sec): 3 clusters
  Score: Raw -8638174.404510 + Penalty 12725.274848 = -8625449.129662
  nChanged 856
		SP:Iteration 20F (26312.080000 sec): 3 clusters
  Score: Raw -8638622.667223 + Penalty 12725.274848 = -8625897.392375
  nChanged 864
		SP:Iteration 21Q (26312.320000 sec): 3 clusters
  Score: Raw -8639122.566569 + Penalty 12725.274848 = -8626397.291721
  nChanged 858
		SP:Iteration 22Q (26312.550000 sec): 3 clusters
  Score: Raw -8639655.414293 + Penalty 12725.274848 = -8626930.139445
  nChanged 818
		SP:Iteration 23Q (26312.780000 sec): 3 clusters
  Score: Raw -8640168.843124 + Penalty 12725.274848 = -8627443.568276
  nChanged 751
		SP:Iteration 24Q (26313.010000 sec): 3 clusters
  Score: Raw -8640660.900331 + Penalty 12725.274848 = -8627935.625482
  nChanged 622
		SP:Iteration 25Q (26313.230000 sec): 3 clusters
  Score: Raw -8641090.690230 + Penalty 12725.274848 = -8628365.415382
  nChanged 514
		SP:Iteration 26Q (26313.440000 sec): 3 clusters
  Score: Raw -8641480.347109 + Penalty 12725.274848 = -8628755.072261
  nChanged 398
		SP:Iteration 27Q (26313.650000 sec): 3 clusters
  Score: Raw -8641771.796006 + Penalty 12725.274848 = -8629046.521158
  nChanged 276
		SP:Iteration 28Q (26313.860000 sec): 3 clusters
  Score: Raw -8641978.983585 + Penalty 12725.274848 = -8629253.708737
  nChanged 236
		SP:Iteration 29Q (26314.060000 sec): 3 clusters
  Score: Raw -8642154.931749 + Penalty 12725.274848 = -8629429.656901
  nChanged 184
		SP:Iteration 30Q (26314.250000 sec): 3 clusters
  Score: Raw -8642293.693326 + Penalty 12725.274848 = -8629568.418478
  nChanged 135
		SP:Iteration 31Q (26314.450000 sec): 3 clusters
  Score: Raw -8642396.414519 + Penalty 12725.274848 = -8629671.139671
  nChanged 110
		SP:Iteration 32Q (26314.630000 sec): 3 clusters
  Score: Raw -8642478.577042 + Penalty 12725.274848 = -8629753.302194
  nChanged 108
		SP:Iteration 33Q (26314.820000 sec): 3 clusters
  Score: Raw -8642562.262044 + Penalty 12725.274848 = -8629836.987195
  nChanged 83
		SP:Iteration 34Q (26315.000000 sec): 3 clusters
  Score: Raw -8642618.362804 + Penalty 12725.274848 = -8629893.087956
  nChanged 63
		SP:Iteration 35Q (26315.190000 sec): 3 clusters
  Score: Raw -8642656.859946 + Penalty 12725.274848 = -8629931.585097
  nChanged 38
		SP:Iteration 36Q (26315.370000 sec): 3 clusters
  Score: Raw -8642680.463687 + Penalty 12725.274848 = -8629955.188839
  nChanged 31
		SP:Iteration 37Q (26315.550000 sec): 3 clusters
  Score: Raw -8642698.367677 + Penalty 12725.274848 = -8629973.092829
  nChanged 23
		SP:Iteration 38Q (26315.730000 sec): 3 clusters
  Score: Raw -8642709.885999 + Penalty 12725.274848 = -8629984.611151
  nChanged 16
		SP:Iteration 39Q (26315.900000 sec): 3 clusters
  Score: Raw -8642717.917689 + Penalty 12725.274848 = -8629992.642841
  nChanged 12
		SP:Iteration 40F (26316.150000 sec): 3 clusters
  Score: Raw -8642725.142188 + Penalty 12725.274848 = -8629999.867340
  nChanged 8
		SP:Iteration 41Q (26316.330000 sec): 3 clusters
  Score: Raw -8642729.062251 + Penalty 12725.274848 = -8630003.787403
  nChanged 5
		SP:Iteration 42Q (26316.500000 sec): 3 clusters
  Score: Raw -8642731.639788 + Penalty 12725.274848 = -8630006.364940
  nChanged 2
		SP:Iteration 43Q (26316.680000 sec): 3 clusters
  Score: Raw -8642732.585285 + Penalty 12725.274848 = -8630007.310437
  nChanged 4
		SP:Iteration 44Q (26316.860000 sec): 3 clusters
  Score: Raw -8642734.155294 + Penalty 12725.274848 = -8630008.880445
  nChanged 2
		SP:Iteration 45Q (26317.040000 sec): 3 clusters
  Score: Raw -8642735.395091 + Penalty 12725.274848 = -8630010.120243
  nChanged 4
		SP:Iteration 46Q (26317.210000 sec): 3 clusters
  Score: Raw -8642737.662753 + Penalty 12725.274848 = -8630012.387905
  nChanged 4
		SP:Iteration 47Q (26317.390000 sec): 3 clusters
  Score: Raw -8642740.312510 + Penalty 12725.274848 = -8630015.037661
  nChanged 4
		SP:Iteration 48Q (26317.570000 sec): 3 clusters
  Score: Raw -8642742.698199 + Penalty 12725.274848 = -8630017.423351
  nChanged 3
		SP:Iteration 49Q (26317.750000 sec): 3 clusters
  Score: Raw -8642744.339673 + Penalty 12725.274848 = -8630019.064825
  nChanged 7
		SP:Iteration 50Q (26317.930000 sec): 3 clusters
  Score: Raw -8642748.602111 + Penalty 12725.274848 = -8630023.327263
  nChanged 2
		SP:Iteration 51Q (26318.110000 sec): 3 clusters
  Score: Raw -8642749.495188 + Penalty 12725.274848 = -8630024.220340
  nChanged 4
		SP:Iteration 52Q (26318.280000 sec): 3 clusters
  Score: Raw -8642751.049519 + Penalty 12725.274848 = -8630025.774671
  nChanged 4
		SP:Iteration 53Q (26318.460000 sec): 3 clusters
  Score: Raw -8642752.465772 + Penalty 12725.274848 = -8630027.190924
  nChanged 1
		SP:Iteration 54Q (26318.640000 sec): 3 clusters
  Score: Raw -8642753.125853 + Penalty 12725.274848 = -8630027.851005
  nChanged 1
		SP:Iteration 55Q (26318.810000 sec): 3 clusters
  Score: Raw -8642754.297096 + Penalty 12725.274848 = -8630029.022248
  nChanged 1
		SP:Iteration 56Q (26318.990000 sec): 3 clusters
  Score: Raw -8642754.848344 + Penalty 12725.274848 = -8630029.573496
  nChanged 2
		SP:Iteration 57Q (26319.170000 sec): 3 clusters
  Score: Raw -8642755.976426 + Penalty 12725.274848 = -8630030.701578
  nChanged 5
		SP:Iteration 58Q (26319.350000 sec): 3 clusters
  Score: Raw -8642757.953295 + Penalty 12725.274848 = -8630032.678447
  nChanged 0
		SP:Iteration 59F (26319.590000 sec): 3 clusters
  Score: Raw -8642757.953295 + Penalty 12725.274848 = -8630032.678447
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (9306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26319.680000 sec): 2 clusters
  Score: Raw -2396885.053419 + Penalty 5597.278962 = -2391287.774456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26319.750000 sec): 3 clusters
  Score: Raw -2392673.300751 + Penalty 11194.557925 = -2381478.742826
  nChanged 3441
		SP:Iteration 1F (26319.820000 sec): 3 clusters
  Score: Raw -2395210.246398 + Penalty 11194.557925 = -2384015.688473
  nChanged 998
		SP:Iteration 2F (26319.890000 sec): 3 clusters
  Score: Raw -2397660.335860 + Penalty 11194.557925 = -2386465.777936
  nChanged 1330
		SP:Iteration 3F (26319.960000 sec): 3 clusters
  Score: Raw -2402882.261726 + Penalty 11194.557925 = -2391687.703801
  nChanged 1361
		SP:Iteration 4F (26320.030000 sec): 3 clusters
  Score: Raw -2406225.072819 + Penalty 11194.557925 = -2395030.514894
  nChanged 634
		SP:Iteration 5F (26320.100000 sec): 3 clusters
  Score: Raw -2407151.020847 + Penalty 11194.557925 = -2395956.462922
  nChanged 241
		SP:Iteration 6Q (26320.160000 sec): 3 clusters
  Score: Raw -2407412.210389 + Penalty 11194.557925 = -2396217.652464
  nChanged 96
		SP:Iteration 7Q (26320.210000 sec): 3 clusters
  Score: Raw -2407530.125365 + Penalty 11194.557925 = -2396335.567441
  nChanged 76
		SP:Iteration 8Q (26320.270000 sec): 3 clusters
  Score: Raw -2407631.826377 + Penalty 11194.557925 = -2396437.268452
  nChanged 75
		SP:Iteration 9Q (26320.330000 sec): 3 clusters
  Score: Raw -2407722.488569 + Penalty 11194.557925 = -2396527.930645
  nChanged 61
		SP:Iteration 10Q (26320.380000 sec): 3 clusters
  Score: Raw -2407796.022499 + Penalty 11194.557925 = -2396601.464574
  nChanged 48
		SP:Iteration 11Q (26320.440000 sec): 3 clusters
  Score: Raw -2407857.847470 + Penalty 11194.557925 = -2396663.289545
  nChanged 40
		SP:Iteration 12Q (26320.490000 sec): 3 clusters
  Score: Raw -2407907.202108 + Penalty 11194.557925 = -2396712.644183
  nChanged 31
		SP:Iteration 13Q (26320.540000 sec): 3 clusters
  Score: Raw -2407940.150469 + Penalty 11194.557925 = -2396745.592544
  nChanged 27
		SP:Iteration 14Q (26320.590000 sec): 3 clusters
  Score: Raw -2407971.308697 + Penalty 11194.557925 = -2396776.750772
  nChanged 28
		SP:Iteration 15Q (26320.650000 sec): 3 clusters
  Score: Raw -2408011.021799 + Penalty 11194.557925 = -2396816.463874
  nChanged 23
		SP:Iteration 16Q (26320.700000 sec): 3 clusters
  Score: Raw -2408055.768504 + Penalty 11194.557925 = -2396861.210580
  nChanged 27
		SP:Iteration 17Q (26320.740000 sec): 3 clusters
  Score: Raw -2408102.887338 + Penalty 11194.557925 = -2396908.329413
  nChanged 16
		SP:Iteration 18Q (26320.790000 sec): 3 clusters
  Score: Raw -2408131.194550 + Penalty 11194.557925 = -2396936.636625
  nChanged 17
		SP:Iteration 19Q (26320.840000 sec): 3 clusters
  Score: Raw -2408162.909881 + Penalty 11194.557925 = -2396968.351956
  nChanged 16
		SP:Iteration 20F (26320.910000 sec): 3 clusters
  Score: Raw -2408182.221668 + Penalty 11194.557925 = -2396987.663743
  nChanged 15
		SP:Iteration 21Q (26320.960000 sec): 3 clusters
  Score: Raw -2408203.352730 + Penalty 11194.557925 = -2397008.794806
  nChanged 6
		SP:Iteration 22Q (26321.000000 sec): 3 clusters
  Score: Raw -2408211.562700 + Penalty 11194.557925 = -2397017.004775
  nChanged 4
		SP:Iteration 23Q (26321.050000 sec): 3 clusters
  Score: Raw -2408215.531638 + Penalty 11194.557925 = -2397020.973713
  nChanged 3
		SP:Iteration 24Q (26321.090000 sec): 3 clusters
  Score: Raw -2408219.047277 + Penalty 11194.557925 = -2397024.489352
  nChanged 3
		SP:Iteration 25Q (26321.140000 sec): 3 clusters
  Score: Raw -2408221.183940 + Penalty 11194.557925 = -2397026.626015
  nChanged 1
		SP:Iteration 26Q (26321.190000 sec): 3 clusters
  Score: Raw -2408221.797842 + Penalty 11194.557925 = -2397027.239917
  nChanged 0
		SP:Iteration 27F (26321.260000 sec): 3 clusters
  Score: Raw -2408221.797842 + Penalty 11194.557925 = -2397027.239917
  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 23.77 GB.

 Trying to split cluster 10 (2378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26321.290000 sec): 2 clusters
  Score: Raw -596647.056804 + Penalty 4761.584235 = -591885.472570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26321.310000 sec): 3 clusters
  Score: Raw -596182.145823 + Penalty 9523.168470 = -586658.977353
  nChanged 616
		SP:Iteration 1F (26321.320000 sec): 3 clusters
  Score: Raw -596940.861803 + Penalty 9523.168470 = -587417.693333
  nChanged 173
		SP:Iteration 2F (26321.340000 sec): 3 clusters
  Score: Raw -597280.860805 + Penalty 9523.168470 = -587757.692335
  nChanged 137
		SP:Iteration 3F (26321.360000 sec): 3 clusters
  Score: Raw -597691.929063 + Penalty 9523.168470 = -588168.760593
  nChanged 157
		SP:Iteration 4F (26321.380000 sec): 3 clusters
  Score: Raw -598222.811938 + Penalty 9523.168470 = -588699.643469
  nChanged 179
		SP:Iteration 5F (26321.400000 sec): 3 clusters
  Score: Raw -598950.923629 + Penalty 9523.168470 = -589427.755160
  nChanged 178
		SP:Iteration 6F (26321.420000 sec): 3 clusters
  Score: Raw -599818.597098 + Penalty 9523.168470 = -590295.428628
  nChanged 157
		SP:Iteration 7F (26321.430000 sec): 3 clusters
  Score: Raw -600416.462596 + Penalty 9523.168470 = -590893.294126
  nChanged 110
		SP:Iteration 8Q (26321.450000 sec): 3 clusters
  Score: Raw -600751.254075 + Penalty 9523.168470 = -591228.085605
  nChanged 65
		SP:Iteration 9Q (26321.460000 sec): 3 clusters
  Score: Raw -600923.259523 + Penalty 9523.168470 = -591400.091053
  nChanged 29
		SP:Iteration 10Q (26321.470000 sec): 3 clusters
  Score: Raw -601007.120816 + Penalty 9523.168470 = -591483.952347
  nChanged 19
		SP:Iteration 11Q (26321.490000 sec): 3 clusters
  Score: Raw -601062.467116 + Penalty 9523.168470 = -591539.298646
  nChanged 15
		SP:Iteration 12Q (26321.500000 sec): 3 clusters
  Score: Raw -601094.696180 + Penalty 9523.168470 = -591571.527710
  nChanged 5
		SP:Iteration 13Q (26321.510000 sec): 3 clusters
  Score: Raw -601100.808065 + Penalty 9523.168470 = -591577.639595
  nChanged 3
		SP:Iteration 14Q (26321.520000 sec): 3 clusters
  Score: Raw -601106.865296 + Penalty 9523.168470 = -591583.696827
  nChanged 1
		SP:Iteration 15Q (26321.540000 sec): 3 clusters
  Score: Raw -601108.322347 + Penalty 9523.168470 = -591585.153877
  nChanged 0
		SP:Iteration 16F (26321.560000 sec): 3 clusters
  Score: Raw -601108.322347 + Penalty 9523.168470 = -591585.153877
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (10081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26321.640000 sec): 2 clusters
  Score: Raw -2542055.916534 + Penalty 5646.274743 = -2536409.641792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26321.720000 sec): 3 clusters
  Score: Raw -2537510.058474 + Penalty 11292.549485 = -2526217.508989
  nChanged 3739
		SP:Iteration 1F (26321.800000 sec): 3 clusters
  Score: Raw -2540056.394741 + Penalty 11292.549485 = -2528763.845255
  nChanged 928
		SP:Iteration 2F (26321.880000 sec): 3 clusters
  Score: Raw -2540938.596486 + Penalty 11292.549485 = -2529646.047001
  nChanged 708
		SP:Iteration 3F (26321.960000 sec): 3 clusters
  Score: Raw -2541701.967656 + Penalty 11292.549485 = -2530409.418171
  nChanged 614
		SP:Iteration 4F (26322.050000 sec): 3 clusters
  Score: Raw -2542327.961625 + Penalty 11292.549485 = -2531035.412140
  nChanged 565
		SP:Iteration 5F (26322.130000 sec): 3 clusters
  Score: Raw -2542855.276514 + Penalty 11292.549485 = -2531562.727029
  nChanged 540
		SP:Iteration 6F (26322.200000 sec): 3 clusters
  Score: Raw -2543419.292907 + Penalty 11292.549485 = -2532126.743422
  nChanged 512
		SP:Iteration 7F (26322.280000 sec): 3 clusters
  Score: Raw -2543946.023543 + Penalty 11292.549485 = -2532653.474057
  nChanged 429
		SP:Iteration 8Q (26322.350000 sec): 3 clusters
  Score: Raw -2544320.864827 + Penalty 11292.549485 = -2533028.315342
  nChanged 354
		SP:Iteration 9Q (26322.430000 sec): 3 clusters
  Score: Raw -2544619.873227 + Penalty 11292.549485 = -2533327.323742
  nChanged 278
		SP:Iteration 10Q (26322.500000 sec): 3 clusters
  Score: Raw -2544825.717384 + Penalty 11292.549485 = -2533533.167898
  nChanged 197
		SP:Iteration 11Q (26322.570000 sec): 3 clusters
  Score: Raw -2544957.157201 + Penalty 11292.549485 = -2533664.607716
  nChanged 149
		SP:Iteration 12Q (26322.640000 sec): 3 clusters
  Score: Raw -2545047.303571 + Penalty 11292.549485 = -2533754.754086
  nChanged 107
		SP:Iteration 13Q (26322.710000 sec): 3 clusters
  Score: Raw -2545110.201847 + Penalty 11292.549485 = -2533817.652361
  nChanged 89
		SP:Iteration 14Q (26322.780000 sec): 3 clusters
  Score: Raw -2545163.537362 + Penalty 11292.549485 = -2533870.987877
  nChanged 70
		SP:Iteration 15Q (26322.850000 sec): 3 clusters
  Score: Raw -2545195.394569 + Penalty 11292.549485 = -2533902.845084
  nChanged 50
		SP:Iteration 16Q (26322.920000 sec): 3 clusters
  Score: Raw -2545214.244316 + Penalty 11292.549485 = -2533921.694831
  nChanged 38
		SP:Iteration 17Q (26322.990000 sec): 3 clusters
  Score: Raw -2545231.800369 + Penalty 11292.549485 = -2533939.250884
  nChanged 33
		SP:Iteration 18Q (26323.060000 sec): 3 clusters
  Score: Raw -2545245.653935 + Penalty 11292.549485 = -2533953.104450
  nChanged 28
		SP:Iteration 19Q (26323.130000 sec): 3 clusters
  Score: Raw -2545256.849212 + Penalty 11292.549485 = -2533964.299727
  nChanged 26
		SP:Iteration 20F (26323.210000 sec): 3 clusters
  Score: Raw -2545268.127380 + Penalty 11292.549485 = -2533975.577895
  nChanged 27
		SP:Iteration 21Q (26323.270000 sec): 3 clusters
  Score: Raw -2545278.940644 + Penalty 11292.549485 = -2533986.391159
  nChanged 15
		SP:Iteration 22Q (26323.340000 sec): 3 clusters
  Score: Raw -2545285.565821 + Penalty 11292.549485 = -2533993.016335
  nChanged 18
		SP:Iteration 23Q (26323.410000 sec): 3 clusters
  Score: Raw -2545294.222770 + Penalty 11292.549485 = -2534001.673285
  nChanged 22
		SP:Iteration 24Q (26323.480000 sec): 3 clusters
  Score: Raw -2545307.490265 + Penalty 11292.549485 = -2534014.940780
  nChanged 32
		SP:Iteration 25Q (26323.550000 sec): 3 clusters
  Score: Raw -2545325.963783 + Penalty 11292.549485 = -2534033.414298
  nChanged 37
		SP:Iteration 26Q (26323.620000 sec): 3 clusters
  Score: Raw -2545349.057605 + Penalty 11292.549485 = -2534056.508120
  nChanged 41
		SP:Iteration 27Q (26323.690000 sec): 3 clusters
  Score: Raw -2545374.239189 + Penalty 11292.549485 = -2534081.689704
  nChanged 47
		SP:Iteration 28Q (26323.750000 sec): 3 clusters
  Score: Raw -2545403.261209 + Penalty 11292.549485 = -2534110.711723
  nChanged 53
		SP:Iteration 29Q (26323.820000 sec): 3 clusters
  Score: Raw -2545440.813721 + Penalty 11292.549485 = -2534148.264236
  nChanged 66
		SP:Iteration 30Q (26323.890000 sec): 3 clusters
  Score: Raw -2545479.038855 + Penalty 11292.549485 = -2534186.489370
  nChanged 51
		SP:Iteration 31Q (26323.960000 sec): 3 clusters
  Score: Raw -2545507.126359 + Penalty 11292.549485 = -2534214.576874
  nChanged 49
		SP:Iteration 32Q (26324.030000 sec): 3 clusters
  Score: Raw -2545531.858097 + Penalty 11292.549485 = -2534239.308612
  nChanged 27
		SP:Iteration 33Q (26324.090000 sec): 3 clusters
  Score: Raw -2545548.642449 + Penalty 11292.549485 = -2534256.092964
  nChanged 27
		SP:Iteration 34Q (26324.160000 sec): 3 clusters
  Score: Raw -2545562.783887 + Penalty 11292.549485 = -2534270.234402
  nChanged 32
		SP:Iteration 35Q (26324.230000 sec): 3 clusters
  Score: Raw -2545575.274902 + Penalty 11292.549485 = -2534282.725416
  nChanged 26
		SP:Iteration 36Q (26324.290000 sec): 3 clusters
  Score: Raw -2545586.025703 + Penalty 11292.549485 = -2534293.476218
  nChanged 15
		SP:Iteration 37Q (26324.360000 sec): 3 clusters
  Score: Raw -2545592.246126 + Penalty 11292.549485 = -2534299.696641
  nChanged 16
		SP:Iteration 38Q (26324.430000 sec): 3 clusters
  Score: Raw -2545599.198554 + Penalty 11292.549485 = -2534306.649068
  nChanged 17
		SP:Iteration 39Q (26324.490000 sec): 3 clusters
  Score: Raw -2545605.731653 + Penalty 11292.549485 = -2534313.182168
  nChanged 20
		SP:Iteration 40F (26324.570000 sec): 3 clusters
  Score: Raw -2545613.362105 + Penalty 11292.549485 = -2534320.812619
  nChanged 11
		SP:Iteration 41Q (26324.640000 sec): 3 clusters
  Score: Raw -2545619.159958 + Penalty 11292.549485 = -2534326.610473
  nChanged 18
		SP:Iteration 42Q (26324.700000 sec): 3 clusters
  Score: Raw -2545625.452802 + Penalty 11292.549485 = -2534332.903317
  nChanged 11
		SP:Iteration 43Q (26324.770000 sec): 3 clusters
  Score: Raw -2545631.103737 + Penalty 11292.549485 = -2534338.554252
  nChanged 4
		SP:Iteration 44Q (26324.840000 sec): 3 clusters
  Score: Raw -2545633.365615 + Penalty 11292.549485 = -2534340.816130
  nChanged 5
		SP:Iteration 45Q (26324.910000 sec): 3 clusters
  Score: Raw -2545635.497431 + Penalty 11292.549485 = -2534342.947946
  nChanged 3
		SP:Iteration 46Q (26324.970000 sec): 3 clusters
  Score: Raw -2545636.921594 + Penalty 11292.549485 = -2534344.372109
  nChanged 2
		SP:Iteration 47Q (26325.040000 sec): 3 clusters
  Score: Raw -2545638.519449 + Penalty 11292.549485 = -2534345.969964
  nChanged 8
		SP:Iteration 48Q (26325.110000 sec): 3 clusters
  Score: Raw -2545640.983325 + Penalty 11292.549485 = -2534348.433840
  nChanged 5
		SP:Iteration 49Q (26325.170000 sec): 3 clusters
  Score: Raw -2545643.647241 + Penalty 11292.549485 = -2534351.097756
  nChanged 3
		SP:Iteration 50Q (26325.240000 sec): 3 clusters
  Score: Raw -2545644.697465 + Penalty 11292.549485 = -2534352.147980
  nChanged 3
		SP:Iteration 51Q (26325.310000 sec): 3 clusters
  Score: Raw -2545646.251316 + Penalty 11292.549485 = -2534353.701831
  nChanged 5
		SP:Iteration 52Q (26325.370000 sec): 3 clusters
  Score: Raw -2545647.243621 + Penalty 11292.549485 = -2534354.694135
  nChanged 0
		SP:Iteration 53F (26325.450000 sec): 3 clusters
  Score: Raw -2545647.243621 + Penalty 11292.549485 = -2534354.694135
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26325.580000 sec): 2 clusters
  Score: Raw -4635081.945111 + Penalty 5987.274896 = -4629094.670216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26325.730000 sec): 3 clusters
  Score: Raw -4626106.329490 + Penalty 11974.549791 = -4614131.779699
  nChanged 7038
		SP:Iteration 1F (26325.860000 sec): 3 clusters
  Score: Raw -4630054.072928 + Penalty 11974.549791 = -4618079.523137
  nChanged 1310
		SP:Iteration 2F (26326.000000 sec): 3 clusters
  Score: Raw -4630994.001982 + Penalty 11974.549791 = -4619019.452191
  nChanged 1149
		SP:Iteration 3F (26326.140000 sec): 3 clusters
  Score: Raw -4631988.680628 + Penalty 11974.549791 = -4620014.130837
  nChanged 1098
		SP:Iteration 4F (26326.270000 sec): 3 clusters
  Score: Raw -4633003.039321 + Penalty 11974.549791 = -4621028.489530
  nChanged 1125
		SP:Iteration 5F (26326.400000 sec): 3 clusters
  Score: Raw -4634246.564844 + Penalty 11974.549791 = -4622272.015053
  nChanged 1206
		SP:Iteration 6F (26326.540000 sec): 3 clusters
  Score: Raw -4635523.888384 + Penalty 11974.549791 = -4623549.338593
  nChanged 1142
		SP:Iteration 7F (26326.680000 sec): 3 clusters
  Score: Raw -4636650.511245 + Penalty 11974.549791 = -4624675.961454
  nChanged 956
		SP:Iteration 8F (26326.810000 sec): 3 clusters
  Score: Raw -4637495.063326 + Penalty 11974.549791 = -4625520.513535
  nChanged 718
		SP:Iteration 9Q (26326.940000 sec): 3 clusters
  Score: Raw -4638082.861930 + Penalty 11974.549791 = -4626108.312139
  nChanged 499
		SP:Iteration 10Q (26327.070000 sec): 3 clusters
  Score: Raw -4638477.487163 + Penalty 11974.549791 = -4626502.937372
  nChanged 363
		SP:Iteration 11Q (26327.200000 sec): 3 clusters
  Score: Raw -4638715.865012 + Penalty 11974.549791 = -4626741.315221
  nChanged 265
		SP:Iteration 12Q (26327.320000 sec): 3 clusters
  Score: Raw -4638861.045043 + Penalty 11974.549791 = -4626886.495252
  nChanged 179
		SP:Iteration 13Q (26327.440000 sec): 3 clusters
  Score: Raw -4638963.740139 + Penalty 11974.549791 = -4626989.190347
  nChanged 139
		SP:Iteration 14Q (26327.570000 sec): 3 clusters
  Score: Raw -4639025.628485 + Penalty 11974.549791 = -4627051.078694
  nChanged 111
		SP:Iteration 15Q (26327.690000 sec): 3 clusters
  Score: Raw -4639059.541920 + Penalty 11974.549791 = -4627084.992129
  nChanged 68
		SP:Iteration 16Q (26327.810000 sec): 3 clusters
  Score: Raw -4639079.003455 + Penalty 11974.549791 = -4627104.453664
  nChanged 45
		SP:Iteration 17Q (26327.930000 sec): 3 clusters
  Score: Raw -4639091.348455 + Penalty 11974.549791 = -4627116.798664
  nChanged 42
		SP:Iteration 18Q (26328.050000 sec): 3 clusters
  Score: Raw -4639102.510832 + Penalty 11974.549791 = -4627127.961041
  nChanged 33
		SP:Iteration 19Q (26328.170000 sec): 3 clusters
  Score: Raw -4639111.483262 + Penalty 11974.549791 = -4627136.933471
  nChanged 19
		SP:Iteration 20F (26328.300000 sec): 3 clusters
  Score: Raw -4639115.926141 + Penalty 11974.549791 = -4627141.376350
  nChanged 10
		SP:Iteration 21Q (26328.420000 sec): 3 clusters
  Score: Raw -4639117.590144 + Penalty 11974.549791 = -4627143.040353
  nChanged 8
		SP:Iteration 22Q (26328.540000 sec): 3 clusters
  Score: Raw -4639119.385017 + Penalty 11974.549791 = -4627144.835226
  nChanged 10
		SP:Iteration 23Q (26328.660000 sec): 3 clusters
  Score: Raw -4639121.900383 + Penalty 11974.549791 = -4627147.350592
  nChanged 2
		SP:Iteration 24Q (26328.780000 sec): 3 clusters
  Score: Raw -4639122.448496 + Penalty 11974.549791 = -4627147.898705
  nChanged 4
		SP:Iteration 25Q (26328.900000 sec): 3 clusters
  Score: Raw -4639123.519509 + Penalty 11974.549791 = -4627148.969718
  nChanged 3
		SP:Iteration 26Q (26329.020000 sec): 3 clusters
  Score: Raw -4639123.986024 + Penalty 11974.549791 = -4627149.436233
  nChanged 2
		SP:Iteration 27Q (26329.140000 sec): 3 clusters
  Score: Raw -4639124.322537 + Penalty 11974.549791 = -4627149.772746
  nChanged 2
		SP:Iteration 28Q (26329.260000 sec): 3 clusters
  Score: Raw -4639124.862472 + Penalty 11974.549791 = -4627150.312681
  nChanged 3
		SP:Iteration 29Q (26329.380000 sec): 3 clusters
  Score: Raw -4639125.443574 + Penalty 11974.549791 = -4627150.893783
  nChanged 1
		SP:Iteration 30Q (26329.500000 sec): 3 clusters
  Score: Raw -4639125.968164 + Penalty 11974.549791 = -4627151.418373
  nChanged 2
		SP:Iteration 31Q (26329.620000 sec): 3 clusters
  Score: Raw -4639126.336800 + Penalty 11974.549791 = -4627151.787009
  nChanged 1
		SP:Iteration 32Q (26329.740000 sec): 3 clusters
  Score: Raw -4639126.513025 + Penalty 11974.549791 = -4627151.963234
  nChanged 1
		SP:Iteration 33Q (26329.860000 sec): 3 clusters
  Score: Raw -4639126.760164 + Penalty 11974.549791 = -4627152.210373
  nChanged 3
		SP:Iteration 34Q (26329.980000 sec): 3 clusters
  Score: Raw -4639127.847120 + Penalty 11974.549791 = -4627153.297329
  nChanged 2
		SP:Iteration 35Q (26330.100000 sec): 3 clusters
  Score: Raw -4639128.127368 + Penalty 11974.549791 = -4627153.577577
  nChanged 5
		SP:Iteration 36Q (26330.220000 sec): 3 clusters
  Score: Raw -4639128.958181 + Penalty 11974.549791 = -4627154.408390
  nChanged 3
		SP:Iteration 37Q (26330.340000 sec): 3 clusters
  Score: Raw -4639129.728680 + Penalty 11974.549791 = -4627155.178889
  nChanged 5
		SP:Iteration 38Q (26330.460000 sec): 3 clusters
  Score: Raw -4639130.776337 + Penalty 11974.549791 = -4627156.226546
  nChanged 1
		SP:Iteration 39Q (26330.580000 sec): 3 clusters
  Score: Raw -4639130.894718 + Penalty 11974.549791 = -4627156.344927
  nChanged 1
		SP:Iteration 40F (26330.720000 sec): 3 clusters
  Score: Raw -4639131.275085 + Penalty 11974.549791 = -4627156.725294
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26330.880000 sec): 2 clusters
  Score: Raw -6185936.872707 + Penalty 6154.836593 = -6179782.036114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26331.060000 sec): 3 clusters
  Score: Raw -6173490.527478 + Penalty 12309.673186 = -6161180.854292
  nChanged 9461
		SP:Iteration 1F (26331.240000 sec): 3 clusters
  Score: Raw -6178546.758193 + Penalty 12309.673186 = -6166237.085007
  nChanged 1495
		SP:Iteration 2F (26331.420000 sec): 3 clusters
  Score: Raw -6179246.814634 + Penalty 12309.673186 = -6166937.141448
  nChanged 1177
		SP:Iteration 3F (26331.590000 sec): 3 clusters
  Score: Raw -6179749.052100 + Penalty 12309.673186 = -6167439.378914
  nChanged 907
		SP:Iteration 4Q (26331.770000 sec): 3 clusters
  Score: Raw -6180135.446487 + Penalty 12309.673186 = -6167825.773301
  nChanged 793
		SP:Iteration 5Q (26331.950000 sec): 3 clusters
  Score: Raw -6180457.265994 + Penalty 12309.673186 = -6168147.592809
  nChanged 726
		SP:Iteration 6Q (26332.130000 sec): 3 clusters
  Score: Raw -6180748.395372 + Penalty 12309.673186 = -6168438.722186
  nChanged 656
		SP:Iteration 7Q (26332.310000 sec): 3 clusters
  Score: Raw -6181017.362964 + Penalty 12309.673186 = -6168707.689779
  nChanged 630
		SP:Iteration 8Q (26332.490000 sec): 3 clusters
  Score: Raw -6181294.798652 + Penalty 12309.673186 = -6168985.125466
  nChanged 667
		SP:Iteration 9Q (26332.660000 sec): 3 clusters
  Score: Raw -6181597.320857 + Penalty 12309.673186 = -6169287.647671
  nChanged 699
		SP:Iteration 10Q (26332.840000 sec): 3 clusters
  Score: Raw -6181941.295508 + Penalty 12309.673186 = -6169631.622323
  nChanged 761
		SP:Iteration 11Q (26333.020000 sec): 3 clusters
  Score: Raw -6182371.698603 + Penalty 12309.673186 = -6170062.025417
  nChanged 827
		SP:Iteration 12Q (26333.190000 sec): 3 clusters
  Score: Raw -6182853.472097 + Penalty 12309.673186 = -6170543.798911
  nChanged 893
		SP:Iteration 13Q (26333.370000 sec): 3 clusters
  Score: Raw -6183431.498150 + Penalty 12309.673186 = -6171121.824964
  nChanged 851
		SP:Iteration 14Q (26333.550000 sec): 3 clusters
  Score: Raw -6184028.304274 + Penalty 12309.673186 = -6171718.631088
  nChanged 772
		SP:Iteration 15Q (26333.720000 sec): 3 clusters
  Score: Raw -6184594.909779 + Penalty 12309.673186 = -6172285.236593
  nChanged 677
		SP:Iteration 16Q (26333.890000 sec): 3 clusters
  Score: Raw -6185095.904243 + Penalty 12309.673186 = -6172786.231058
  nChanged 537
		SP:Iteration 17Q (26334.060000 sec): 3 clusters
  Score: Raw -6185531.917821 + Penalty 12309.673186 = -6173222.244635
  nChanged 434
		SP:Iteration 18Q (26334.220000 sec): 3 clusters
  Score: Raw -6185912.975451 + Penalty 12309.673186 = -6173603.302266
  nChanged 325
		SP:Iteration 19Q (26334.380000 sec): 3 clusters
  Score: Raw -6186187.497304 + Penalty 12309.673186 = -6173877.824118
  nChanged 215
		SP:Iteration 20F (26334.560000 sec): 3 clusters
  Score: Raw -6186362.103190 + Penalty 12309.673186 = -6174052.430004
  nChanged 153
		SP:Iteration 21Q (26334.710000 sec): 3 clusters
  Score: Raw -6186497.627972 + Penalty 12309.673186 = -6174187.954786
  nChanged 108
		SP:Iteration 22Q (26334.860000 sec): 3 clusters
  Score: Raw -6186597.687319 + Penalty 12309.673186 = -6174288.014134
  nChanged 75
		SP:Iteration 23Q (26335.010000 sec): 3 clusters
  Score: Raw -6186666.751887 + Penalty 12309.673186 = -6174357.078701
  nChanged 49
		SP:Iteration 24Q (26335.150000 sec): 3 clusters
  Score: Raw -6186711.514866 + Penalty 12309.673186 = -6174401.841680
  nChanged 43
		SP:Iteration 25Q (26335.290000 sec): 3 clusters
  Score: Raw -6186753.904977 + Penalty 12309.673186 = -6174444.231791
  nChanged 32
		SP:Iteration 26Q (26335.430000 sec): 3 clusters
  Score: Raw -6186782.278362 + Penalty 12309.673186 = -6174472.605176
  nChanged 24
		SP:Iteration 27Q (26335.580000 sec): 3 clusters
  Score: Raw -6186801.854970 + Penalty 12309.673186 = -6174492.181785
  nChanged 16
		SP:Iteration 28Q (26335.720000 sec): 3 clusters
  Score: Raw -6186815.159212 + Penalty 12309.673186 = -6174505.486026
  nChanged 10
		SP:Iteration 29Q (26335.860000 sec): 3 clusters
  Score: Raw -6186825.483093 + Penalty 12309.673186 = -6174515.809908
  nChanged 9
		SP:Iteration 30Q (26336.000000 sec): 3 clusters
  Score: Raw -6186836.140316 + Penalty 12309.673186 = -6174526.467130
  nChanged 6
		SP:Iteration 31Q (26336.140000 sec): 3 clusters
  Score: Raw -6186840.940705 + Penalty 12309.673186 = -6174531.267519
  nChanged 6
		SP:Iteration 32Q (26336.280000 sec): 3 clusters
  Score: Raw -6186845.523427 + Penalty 12309.673186 = -6174535.850242
  nChanged 7
		SP:Iteration 33Q (26336.410000 sec): 3 clusters
  Score: Raw -6186852.781452 + Penalty 12309.673186 = -6174543.108267
  nChanged 4
		SP:Iteration 34Q (26336.550000 sec): 3 clusters
  Score: Raw -6186855.717100 + Penalty 12309.673186 = -6174546.043914
  nChanged 1
		SP:Iteration 35Q (26336.690000 sec): 3 clusters
  Score: Raw -6186856.653797 + Penalty 12309.673186 = -6174546.980612
  nChanged 2
		SP:Iteration 36Q (26336.830000 sec): 3 clusters
  Score: Raw -6186858.665608 + Penalty 12309.673186 = -6174548.992422
  nChanged 1
		SP:Iteration 37Q (26336.970000 sec): 3 clusters
  Score: Raw -6186859.342195 + Penalty 12309.673186 = -6174549.669009
  nChanged 1
		SP:Iteration 38Q (26337.110000 sec): 3 clusters
  Score: Raw -6186859.726295 + Penalty 12309.673186 = -6174550.053109
  nChanged 0
		SP:Iteration 39F (26337.280000 sec): 3 clusters
  Score: Raw -6186859.726295 + Penalty 12309.673186 = -6174550.053109
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (19794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26337.430000 sec): 2 clusters
  Score: Raw -5154738.902789 + Penalty 6059.544661 = -5148679.358128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26337.580000 sec): 3 clusters
  Score: Raw -5144395.771910 + Penalty 12119.089322 = -5132276.682588
  nChanged 8034
		SP:Iteration 1F (26337.730000 sec): 3 clusters
  Score: Raw -5148675.679902 + Penalty 12119.089322 = -5136556.590580
  nChanged 1266
		SP:Iteration 2F (26337.880000 sec): 3 clusters
  Score: Raw -5149266.791027 + Penalty 12119.089322 = -5137147.701705
  nChanged 994
		SP:Iteration 3F (26338.030000 sec): 3 clusters
  Score: Raw -5149685.454728 + Penalty 12119.089322 = -5137566.365406
  nChanged 776
		SP:Iteration 4Q (26338.180000 sec): 3 clusters
  Score: Raw -5150008.516403 + Penalty 12119.089322 = -5137889.427081
  nChanged 643
		SP:Iteration 5Q (26338.340000 sec): 3 clusters
  Score: Raw -5150257.861490 + Penalty 12119.089322 = -5138138.772168
  nChanged 563
		SP:Iteration 6Q (26338.490000 sec): 3 clusters
  Score: Raw -5150477.544840 + Penalty 12119.089322 = -5138358.455518
  nChanged 540
		SP:Iteration 7Q (26338.640000 sec): 3 clusters
  Score: Raw -5150704.201981 + Penalty 12119.089322 = -5138585.112659
  nChanged 581
		SP:Iteration 8Q (26338.790000 sec): 3 clusters
  Score: Raw -5150958.057523 + Penalty 12119.089322 = -5138838.968201
  nChanged 605
		SP:Iteration 9Q (26338.940000 sec): 3 clusters
  Score: Raw -5151252.192122 + Penalty 12119.089322 = -5139133.102800
  nChanged 647
		SP:Iteration 10Q (26339.100000 sec): 3 clusters
  Score: Raw -5151618.826045 + Penalty 12119.089322 = -5139499.736723
  nChanged 779
		SP:Iteration 11Q (26339.250000 sec): 3 clusters
  Score: Raw -5152129.963239 + Penalty 12119.089322 = -5140010.873917
  nChanged 887
		SP:Iteration 12Q (26339.400000 sec): 3 clusters
  Score: Raw -5152759.534259 + Penalty 12119.089322 = -5140640.444937
  nChanged 868
		SP:Iteration 13Q (26339.550000 sec): 3 clusters
  Score: Raw -5153404.872653 + Penalty 12119.089322 = -5141285.783331
  nChanged 882
		SP:Iteration 14Q (26339.700000 sec): 3 clusters
  Score: Raw -5154058.870197 + Penalty 12119.089322 = -5141939.780875
  nChanged 796
		SP:Iteration 15Q (26339.850000 sec): 3 clusters
  Score: Raw -5154700.664259 + Penalty 12119.089322 = -5142581.574937
  nChanged 719
		SP:Iteration 16Q (26340.000000 sec): 3 clusters
  Score: Raw -5155300.168098 + Penalty 12119.089322 = -5143181.078776
  nChanged 568
		SP:Iteration 17Q (26340.150000 sec): 3 clusters
  Score: Raw -5155755.472725 + Penalty 12119.089322 = -5143636.383403
  nChanged 425
		SP:Iteration 18Q (26340.290000 sec): 3 clusters
  Score: Raw -5156074.942766 + Penalty 12119.089322 = -5143955.853444
  nChanged 273
		SP:Iteration 19Q (26340.440000 sec): 3 clusters
  Score: Raw -5156275.747702 + Penalty 12119.089322 = -5144156.658380
  nChanged 199
		SP:Iteration 20F (26340.590000 sec): 3 clusters
  Score: Raw -5156415.632682 + Penalty 12119.089322 = -5144296.543360
  nChanged 142
		SP:Iteration 21Q (26340.730000 sec): 3 clusters
  Score: Raw -5156509.546167 + Penalty 12119.089322 = -5144390.456845
  nChanged 91
		SP:Iteration 22Q (26340.870000 sec): 3 clusters
  Score: Raw -5156570.979990 + Penalty 12119.089322 = -5144451.890667
  nChanged 62
		SP:Iteration 23Q (26341.010000 sec): 3 clusters
  Score: Raw -5156612.055035 + Penalty 12119.089322 = -5144492.965713
  nChanged 56
		SP:Iteration 24Q (26341.150000 sec): 3 clusters
  Score: Raw -5156645.785362 + Penalty 12119.089322 = -5144526.696040
  nChanged 38
		SP:Iteration 25Q (26341.280000 sec): 3 clusters
  Score: Raw -5156670.840076 + Penalty 12119.089322 = -5144551.750754
  nChanged 34
		SP:Iteration 26Q (26341.420000 sec): 3 clusters
  Score: Raw -5156689.376368 + Penalty 12119.089322 = -5144570.287046
  nChanged 23
		SP:Iteration 27Q (26341.560000 sec): 3 clusters
  Score: Raw -5156702.303498 + Penalty 12119.089322 = -5144583.214176
  nChanged 22
		SP:Iteration 28Q (26341.690000 sec): 3 clusters
  Score: Raw -5156718.029271 + Penalty 12119.089322 = -5144598.939948
  nChanged 14
		SP:Iteration 29Q (26341.830000 sec): 3 clusters
  Score: Raw -5156725.480042 + Penalty 12119.089322 = -5144606.390720
  nChanged 14
		SP:Iteration 30Q (26341.960000 sec): 3 clusters
  Score: Raw -5156733.941195 + Penalty 12119.089322 = -5144614.851873
  nChanged 14
		SP:Iteration 31Q (26342.100000 sec): 3 clusters
  Score: Raw -5156741.204053 + Penalty 12119.089322 = -5144622.114731
  nChanged 9
		SP:Iteration 32Q (26342.230000 sec): 3 clusters
  Score: Raw -5156746.677845 + Penalty 12119.089322 = -5144627.588522
  nChanged 8
		SP:Iteration 33Q (26342.360000 sec): 3 clusters
  Score: Raw -5156752.125169 + Penalty 12119.089322 = -5144633.035847
  nChanged 7
		SP:Iteration 34Q (26342.500000 sec): 3 clusters
  Score: Raw -5156756.332483 + Penalty 12119.089322 = -5144637.243161
  nChanged 2
		SP:Iteration 35Q (26342.630000 sec): 3 clusters
  Score: Raw -5156757.682103 + Penalty 12119.089322 = -5144638.592781
  nChanged 5
		SP:Iteration 36Q (26342.760000 sec): 3 clusters
  Score: Raw -5156760.988982 + Penalty 12119.089322 = -5144641.899660
  nChanged 2
		SP:Iteration 37Q (26342.900000 sec): 3 clusters
  Score: Raw -5156762.619702 + Penalty 12119.089322 = -5144643.530380
  nChanged 2
		SP:Iteration 38Q (26343.030000 sec): 3 clusters
  Score: Raw -5156763.524732 + Penalty 12119.089322 = -5144644.435410
  nChanged 1
		SP:Iteration 39Q (26343.160000 sec): 3 clusters
  Score: Raw -5156763.963716 + Penalty 12119.089322 = -5144644.874394
  nChanged 0
		SP:Iteration 40F (26343.310000 sec): 3 clusters
  Score: Raw -5156763.963716 + Penalty 12119.089322 = -5144644.874394
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (2233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26343.340000 sec): 2 clusters
  Score: Raw -557764.646940 + Penalty 4723.049517 = -553041.597423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26343.360000 sec): 3 clusters
  Score: Raw -557554.652508 + Penalty 9446.099034 = -548108.553474
  nChanged 593
		SP:Iteration 1F (26343.380000 sec): 3 clusters
  Score: Raw -558990.690826 + Penalty 9446.099034 = -549544.591792
  nChanged 212
		SP:Iteration 2F (26343.400000 sec): 3 clusters
  Score: Raw -560233.875285 + Penalty 9446.099034 = -550787.776252
  nChanged 193
		SP:Iteration 3F (26343.410000 sec): 3 clusters
  Score: Raw -561304.748896 + Penalty 9446.099034 = -551858.649862
  nChanged 207
		SP:Iteration 4F (26343.430000 sec): 3 clusters
  Score: Raw -562874.869192 + Penalty 9446.099034 = -553428.770158
  nChanged 263
		SP:Iteration 5F (26343.450000 sec): 3 clusters
  Score: Raw -565735.331070 + Penalty 9446.099034 = -556289.232036
  nChanged 217
		SP:Iteration 6F (26343.460000 sec): 3 clusters
  Score: Raw -568846.662554 + Penalty 9446.099034 = -559400.563521
  nChanged 76
		SP:Iteration 7Q (26343.480000 sec): 3 clusters
  Score: Raw -569895.754718 + Penalty 9446.099034 = -560449.655685
  nChanged 36
		SP:Iteration 8Q (26343.480000 sec): 3 clusters
  Score: Raw -570613.156350 + Penalty 9446.099034 = -561167.057317
  nChanged 4
		SP:Iteration 9Q (26343.500000 sec): 3 clusters
  Score: Raw -570645.579808 + Penalty 9446.099034 = -561199.480775
  nChanged 1
		SP:Iteration 10Q (26343.510000 sec): 3 clusters
  Score: Raw -570665.254414 + Penalty 9446.099034 = -561219.155381
  nChanged 1
		SP:Iteration 11Q (26343.520000 sec): 3 clusters
  Score: Raw -570685.092524 + Penalty 9446.099034 = -561238.993491
  nChanged 2
		SP:Iteration 12Q (26343.530000 sec): 3 clusters
  Score: Raw -570707.613489 + Penalty 9446.099034 = -561261.514456
  nChanged 1
		SP:Iteration 13Q (26343.540000 sec): 3 clusters
  Score: Raw -570728.413961 + Penalty 9446.099034 = -561282.314927
  nChanged 2
		SP:Iteration 14Q (26343.550000 sec): 3 clusters
  Score: Raw -570783.370634 + Penalty 9446.099034 = -561337.271601
  nChanged 2
		SP:Iteration 15Q (26343.560000 sec): 3 clusters
  Score: Raw -570821.049388 + Penalty 9446.099034 = -561374.950354
  nChanged 3
		SP:Iteration 16Q (26343.580000 sec): 3 clusters
  Score: Raw -570874.999204 + Penalty 9446.099034 = -561428.900171
  nChanged 1
		SP:Iteration 17Q (26343.580000 sec): 3 clusters
  Score: Raw -570883.043034 + Penalty 9446.099034 = -561436.944001
  nChanged 0
		SP:Iteration 18F (26343.600000 sec): 3 clusters
  Score: Raw -570883.043034 + Penalty 9446.099034 = -561436.944001
  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 23.77 GB.

 Trying to split cluster 16 (22472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26343.780000 sec): 2 clusters
  Score: Raw -5948969.836859 + Penalty 6137.265538 = -5942832.571321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26343.940000 sec): 3 clusters
  Score: Raw -5937086.132216 + Penalty 12274.531077 = -5924811.601139
  nChanged 9105
		SP:Iteration 1F (26344.120000 sec): 3 clusters
  Score: Raw -5941985.386957 + Penalty 12274.531077 = -5929710.855880
  nChanged 1525
		SP:Iteration 2F (26344.290000 sec): 3 clusters
  Score: Raw -5942797.777708 + Penalty 12274.531077 = -5930523.246631
  nChanged 1267
		SP:Iteration 3F (26344.460000 sec): 3 clusters
  Score: Raw -5943414.715663 + Penalty 12274.531077 = -5931140.184587
  nChanged 1040
		SP:Iteration 4Q (26344.630000 sec): 3 clusters
  Score: Raw -5943885.388210 + Penalty 12274.531077 = -5931610.857134
  nChanged 908
		SP:Iteration 5Q (26344.800000 sec): 3 clusters
  Score: Raw -5944278.293657 + Penalty 12274.531077 = -5932003.762580
  nChanged 781
		SP:Iteration 6Q (26344.970000 sec): 3 clusters
  Score: Raw -5944622.620475 + Penalty 12274.531077 = -5932348.089398
  nChanged 758
		SP:Iteration 7Q (26345.140000 sec): 3 clusters
  Score: Raw -5944982.499841 + Penalty 12274.531077 = -5932707.968764
  nChanged 747
		SP:Iteration 8Q (26345.310000 sec): 3 clusters
  Score: Raw -5945318.768953 + Penalty 12274.531077 = -5933044.237876
  nChanged 681
		SP:Iteration 9Q (26345.480000 sec): 3 clusters
  Score: Raw -5945644.346593 + Penalty 12274.531077 = -5933369.815517
  nChanged 713
		SP:Iteration 10Q (26345.660000 sec): 3 clusters
  Score: Raw -5946016.312751 + Penalty 12274.531077 = -5933741.781674
  nChanged 774
		SP:Iteration 11Q (26345.820000 sec): 3 clusters
  Score: Raw -5946486.675061 + Penalty 12274.531077 = -5934212.143985
  nChanged 830
		SP:Iteration 12Q (26346.000000 sec): 3 clusters
  Score: Raw -5947042.452491 + Penalty 12274.531077 = -5934767.921414
  nChanged 798
		SP:Iteration 13Q (26346.160000 sec): 3 clusters
  Score: Raw -5947553.302358 + Penalty 12274.531077 = -5935278.771281
  nChanged 690
		SP:Iteration 14Q (26346.340000 sec): 3 clusters
  Score: Raw -5947993.724126 + Penalty 12274.531077 = -5935719.193049
  nChanged 649
		SP:Iteration 15Q (26346.500000 sec): 3 clusters
  Score: Raw -5948413.978928 + Penalty 12274.531077 = -5936139.447851
  nChanged 588
		SP:Iteration 16Q (26346.670000 sec): 3 clusters
  Score: Raw -5948794.285365 + Penalty 12274.531077 = -5936519.754288
  nChanged 513
		SP:Iteration 17Q (26346.830000 sec): 3 clusters
  Score: Raw -5949101.680924 + Penalty 12274.531077 = -5936827.149847
  nChanged 416
		SP:Iteration 18Q (26346.990000 sec): 3 clusters
  Score: Raw -5949346.182401 + Penalty 12274.531077 = -5937071.651324
  nChanged 316
		SP:Iteration 19Q (26347.150000 sec): 3 clusters
  Score: Raw -5949515.456012 + Penalty 12274.531077 = -5937240.924935
  nChanged 249
		SP:Iteration 20F (26347.320000 sec): 3 clusters
  Score: Raw -5949643.966053 + Penalty 12274.531077 = -5937369.434976
  nChanged 212
		SP:Iteration 21Q (26347.470000 sec): 3 clusters
  Score: Raw -5949747.365896 + Penalty 12274.531077 = -5937472.834819
  nChanged 179
		SP:Iteration 22Q (26347.620000 sec): 3 clusters
  Score: Raw -5949834.173391 + Penalty 12274.531077 = -5937559.642315
  nChanged 141
		SP:Iteration 23Q (26347.780000 sec): 3 clusters
  Score: Raw -5949895.360319 + Penalty 12274.531077 = -5937620.829243
  nChanged 115
		SP:Iteration 24Q (26347.920000 sec): 3 clusters
  Score: Raw -5949942.330740 + Penalty 12274.531077 = -5937667.799663
  nChanged 79
		SP:Iteration 25Q (26348.070000 sec): 3 clusters
  Score: Raw -5949976.699768 + Penalty 12274.531077 = -5937702.168691
  nChanged 67
		SP:Iteration 26Q (26348.220000 sec): 3 clusters
  Score: Raw -5950007.925380 + Penalty 12274.531077 = -5937733.394303
  nChanged 66
		SP:Iteration 27Q (26348.370000 sec): 3 clusters
  Score: Raw -5950036.542085 + Penalty 12274.531077 = -5937762.011008
  nChanged 62
		SP:Iteration 28Q (26348.520000 sec): 3 clusters
  Score: Raw -5950064.021559 + Penalty 12274.531077 = -5937789.490482
  nChanged 56
		SP:Iteration 29Q (26348.660000 sec): 3 clusters
  Score: Raw -5950086.069784 + Penalty 12274.531077 = -5937811.538707
  nChanged 46
		SP:Iteration 30Q (26348.810000 sec): 3 clusters
  Score: Raw -5950101.769959 + Penalty 12274.531077 = -5937827.238883
  nChanged 36
		SP:Iteration 31Q (26348.950000 sec): 3 clusters
  Score: Raw -5950114.891260 + Penalty 12274.531077 = -5937840.360184
  nChanged 33
		SP:Iteration 32Q (26349.100000 sec): 3 clusters
  Score: Raw -5950128.044944 + Penalty 12274.531077 = -5937853.513867
  nChanged 28
		SP:Iteration 33Q (26349.240000 sec): 3 clusters
  Score: Raw -5950140.582751 + Penalty 12274.531077 = -5937866.051674
  nChanged 35
		SP:Iteration 34Q (26349.380000 sec): 3 clusters
  Score: Raw -5950157.568012 + Penalty 12274.531077 = -5937883.036935
  nChanged 35
		SP:Iteration 35Q (26349.530000 sec): 3 clusters
  Score: Raw -5950172.231396 + Penalty 12274.531077 = -5937897.700319
  nChanged 30
		SP:Iteration 36Q (26349.670000 sec): 3 clusters
  Score: Raw -5950182.920032 + Penalty 12274.531077 = -5937908.388955
  nChanged 31
		SP:Iteration 37Q (26349.810000 sec): 3 clusters
  Score: Raw -5950196.409735 + Penalty 12274.531077 = -5937921.878658
  nChanged 28
		SP:Iteration 38Q (26349.960000 sec): 3 clusters
  Score: Raw -5950207.885118 + Penalty 12274.531077 = -5937933.354041
  nChanged 29
		SP:Iteration 39Q (26350.100000 sec): 3 clusters
  Score: Raw -5950220.677330 + Penalty 12274.531077 = -5937946.146253
  nChanged 26
		SP:Iteration 40F (26350.270000 sec): 3 clusters
  Score: Raw -5950231.995654 + Penalty 12274.531077 = -5937957.464578
  nChanged 24
		SP:Iteration 41Q (26350.410000 sec): 3 clusters
  Score: Raw -5950241.017863 + Penalty 12274.531077 = -5937966.486786
  nChanged 18
		SP:Iteration 42Q (26350.560000 sec): 3 clusters
  Score: Raw -5950246.990060 + Penalty 12274.531077 = -5937972.458984
  nChanged 21
		SP:Iteration 43Q (26350.700000 sec): 3 clusters
  Score: Raw -5950253.236119 + Penalty 12274.531077 = -5937978.705043
  nChanged 11
		SP:Iteration 44Q (26350.840000 sec): 3 clusters
  Score: Raw -5950257.092068 + Penalty 12274.531077 = -5937982.560991
  nChanged 12
		SP:Iteration 45Q (26350.980000 sec): 3 clusters
  Score: Raw -5950262.725022 + Penalty 12274.531077 = -5937988.193945
  nChanged 14
		SP:Iteration 46Q (26351.120000 sec): 3 clusters
  Score: Raw -5950268.216541 + Penalty 12274.531077 = -5937993.685464
  nChanged 7
		SP:Iteration 47Q (26351.260000 sec): 3 clusters
  Score: Raw -5950270.185425 + Penalty 12274.531077 = -5937995.654349
  nChanged 5
		SP:Iteration 48Q (26351.410000 sec): 3 clusters
  Score: Raw -5950272.226589 + Penalty 12274.531077 = -5937997.695512
  nChanged 3
		SP:Iteration 49Q (26351.550000 sec): 3 clusters
  Score: Raw -5950273.500273 + Penalty 12274.531077 = -5937998.969196
  nChanged 3
		SP:Iteration 50Q (26351.690000 sec): 3 clusters
  Score: Raw -5950274.397895 + Penalty 12274.531077 = -5937999.866818
  nChanged 2
		SP:Iteration 51Q (26351.830000 sec): 3 clusters
  Score: Raw -5950275.084360 + Penalty 12274.531077 = -5938000.553284
  nChanged 4
		SP:Iteration 52Q (26351.970000 sec): 3 clusters
  Score: Raw -5950277.203364 + Penalty 12274.531077 = -5938002.672287
  nChanged 5
		SP:Iteration 53Q (26352.120000 sec): 3 clusters
  Score: Raw -5950279.256379 + Penalty 12274.531077 = -5938004.725302
  nChanged 8
		SP:Iteration 54Q (26352.260000 sec): 3 clusters
  Score: Raw -5950282.154033 + Penalty 12274.531077 = -5938007.622956
  nChanged 9
		SP:Iteration 55Q (26352.400000 sec): 3 clusters
  Score: Raw -5950285.091521 + Penalty 12274.531077 = -5938010.560444
  nChanged 6
		SP:Iteration 56Q (26352.540000 sec): 3 clusters
  Score: Raw -5950287.258800 + Penalty 12274.531077 = -5938012.727723
  nChanged 6
		SP:Iteration 57Q (26352.680000 sec): 3 clusters
  Score: Raw -5950290.072661 + Penalty 12274.531077 = -5938015.541584
  nChanged 5
		SP:Iteration 58Q (26352.820000 sec): 3 clusters
  Score: Raw -5950291.857682 + Penalty 12274.531077 = -5938017.326605
  nChanged 3
		SP:Iteration 59Q (26352.960000 sec): 3 clusters
  Score: Raw -5950293.018851 + Penalty 12274.531077 = -5938018.487774
  nChanged 3
		SP:Iteration 60F (26353.130000 sec): 3 clusters
  Score: Raw -5950293.834171 + Penalty 12274.531077 = -5938019.303094
  nChanged 2
		SP:Iteration 61Q (26353.280000 sec): 3 clusters
  Score: Raw -5950294.363651 + Penalty 12274.531077 = -5938019.832574
  nChanged 2
		SP:Iteration 62Q (26353.420000 sec): 3 clusters
  Score: Raw -5950294.773601 + Penalty 12274.531077 = -5938020.242524
  nChanged 4
		SP:Iteration 63Q (26353.560000 sec): 3 clusters
  Score: Raw -5950295.884217 + Penalty 12274.531077 = -5938021.353140
  nChanged 4
		SP:Iteration 64Q (26353.700000 sec): 3 clusters
  Score: Raw -5950297.355158 + Penalty 12274.531077 = -5938022.824082
  nChanged 4
		SP:Iteration 65Q (26353.850000 sec): 3 clusters
  Score: Raw -5950298.208848 + Penalty 12274.531077 = -5938023.677771
  nChanged 2
		SP:Iteration 66Q (26353.990000 sec): 3 clusters
  Score: Raw -5950298.965077 + Penalty 12274.531077 = -5938024.434000
  nChanged 2
		SP:Iteration 67Q (26354.130000 sec): 3 clusters
  Score: Raw -5950299.515834 + Penalty 12274.531077 = -5938024.984758
  nChanged 2
		SP:Iteration 68Q (26354.270000 sec): 3 clusters
  Score: Raw -5950300.086957 + Penalty 12274.531077 = -5938025.555880
  nChanged 2
		SP:Iteration 69Q (26354.410000 sec): 3 clusters
  Score: Raw -5950300.644109 + Penalty 12274.531077 = -5938026.113032
  nChanged 0
		SP:Iteration 70F (26354.580000 sec): 3 clusters
  Score: Raw -5950300.644109 + Penalty 12274.531077 = -5938026.113032
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (430529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26357.590000 sec): 2 clusters
  Score: Raw -114114328.080816 + Penalty 7945.821603 = -114106382.259213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26360.890000 sec): 3 clusters
  Score: Raw -113833016.506223 + Penalty 15891.643206 = -113817124.863017
  nChanged 206674
		SP:Iteration 1F (26364.190000 sec): 3 clusters
  Score: Raw -113954663.609936 + Penalty 15891.643206 = -113938771.966730
  nChanged 12986
		SP:Iteration 2Q (26367.550000 sec): 3 clusters
  Score: Raw -113957794.622477 + Penalty 15891.643206 = -113941902.979271
  nChanged 15247
		SP:Iteration 3Q (26370.880000 sec): 3 clusters
  Score: Raw -113962580.265805 + Penalty 15891.643206 = -113946688.622599
  nChanged 19249
		SP:Iteration 4Q (26374.230000 sec): 3 clusters
  Score: Raw -113970685.269791 + Penalty 15891.643206 = -113954793.626585
  nChanged 24940
		SP:Iteration 5F (26377.530000 sec): 3 clusters
  Score: Raw -113984614.767600 + Penalty 15891.643206 = -113968723.124394
  nChanged 31344
		SP:Iteration 6F (26380.840000 sec): 3 clusters
  Score: Raw -114006980.940577 + Penalty 15891.643206 = -113991089.297371
  nChanged 36110
		SP:Iteration 7F (26384.120000 sec): 3 clusters
  Score: Raw -114037934.926478 + Penalty 15891.643206 = -114022043.283272
  nChanged 34767
		SP:Iteration 8F (26387.400000 sec): 3 clusters
  Score: Raw -114070988.221321 + Penalty 15891.643206 = -114055096.578115
  nChanged 25353
		SP:Iteration 9F (26390.670000 sec): 3 clusters
  Score: Raw -114095783.642582 + Penalty 15891.643206 = -114079891.999376
  nChanged 13146
		SP:Iteration 10Q (26393.710000 sec): 3 clusters
  Score: Raw -114108283.936096 + Penalty 15891.643206 = -114092392.292890
  nChanged 4919
		SP:Iteration 11Q (26396.390000 sec): 3 clusters
  Score: Raw -114112830.904592 + Penalty 15891.643206 = -114096939.261386
  nChanged 1363
		SP:Iteration 12Q (26398.760000 sec): 3 clusters
  Score: Raw -114114249.465856 + Penalty 15891.643206 = -114098357.822650
  nChanged 378
		SP:Iteration 13Q (26401.010000 sec): 3 clusters
  Score: Raw -114114701.934387 + Penalty 15891.643206 = -114098810.291181
  nChanged 147
		SP:Iteration 14Q (26403.210000 sec): 3 clusters
  Score: Raw -114114909.616344 + Penalty 15891.643206 = -114099017.973138
  nChanged 77
		SP:Iteration 15Q (26405.400000 sec): 3 clusters
  Score: Raw -114115007.093314 + Penalty 15891.643206 = -114099115.450108
  nChanged 39
		SP:Iteration 16Q (26407.590000 sec): 3 clusters
  Score: Raw -114115058.343032 + Penalty 15891.643206 = -114099166.699826
  nChanged 30
		SP:Iteration 17Q (26409.780000 sec): 3 clusters
  Score: Raw -114115099.614816 + Penalty 15891.643206 = -114099207.971610
  nChanged 16
		SP:Iteration 18Q (26411.950000 sec): 3 clusters
  Score: Raw -114115119.988394 + Penalty 15891.643206 = -114099228.345188
  nChanged 10
		SP:Iteration 19Q (26414.120000 sec): 3 clusters
  Score: Raw -114115133.238329 + Penalty 15891.643206 = -114099241.595123
  nChanged 7
		SP:Iteration 20F (26417.390000 sec): 3 clusters
  Score: Raw -114115141.829229 + Penalty 15891.643206 = -114099250.186023
  nChanged 4
		SP:Iteration 21Q (26419.580000 sec): 3 clusters
  Score: Raw -114115146.010468 + Penalty 15891.643206 = -114099254.367262
  nChanged 3
		SP:Iteration 22Q (26421.760000 sec): 3 clusters
  Score: Raw -114115149.343314 + Penalty 15891.643206 = -114099257.700108
  nChanged 1
		SP:Iteration 23Q (26423.930000 sec): 3 clusters
  Score: Raw -114115151.107829 + Penalty 15891.643206 = -114099259.464623
  nChanged 1
		SP:Iteration 24Q (26426.100000 sec): 3 clusters
  Score: Raw -114115152.809568 + Penalty 15891.643206 = -114099261.166362
  nChanged 2
		SP:Iteration 25Q (26428.270000 sec): 3 clusters
  Score: Raw -114115155.577404 + Penalty 15891.643206 = -114099263.934198
  nChanged 1
		SP:Iteration 26Q (26430.440000 sec): 3 clusters
  Score: Raw -114115156.486790 + Penalty 15891.643206 = -114099264.843584
  nChanged 1
		SP:Iteration 27Q (26432.610000 sec): 3 clusters
  Score: Raw -114115158.050649 + Penalty 15891.643206 = -114099266.407443
  nChanged 1
		SP:Iteration 28Q (26434.780000 sec): 3 clusters
  Score: Raw -114115160.058227 + Penalty 15891.643206 = -114099268.415021
  nChanged 1
		SP:Iteration 29Q (26436.950000 sec): 3 clusters
  Score: Raw -114115161.220708 + Penalty 15891.643206 = -114099269.577502
  nChanged 0
		SP:Iteration 30F (26440.200000 sec): 3 clusters
  Score: Raw -114115161.220708 + Penalty 15891.643206 = -114099269.577502
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (84658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26440.920000 sec): 2 clusters
  Score: Raw -22425385.876538 + Penalty 6949.654620 = -22418436.221918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26441.570000 sec): 3 clusters
  Score: Raw -22374062.930310 + Penalty 13899.309240 = -22360163.621070
  nChanged 38470
		SP:Iteration 1F (26442.210000 sec): 3 clusters
  Score: Raw -22395487.322004 + Penalty 13899.309240 = -22381588.012764
  nChanged 4146
		SP:Iteration 2Q (26442.850000 sec): 3 clusters
  Score: Raw -22397034.278608 + Penalty 13899.309240 = -22383134.969368
  nChanged 4131
		SP:Iteration 3Q (26443.510000 sec): 3 clusters
  Score: Raw -22398743.839352 + Penalty 13899.309240 = -22384844.530112
  nChanged 4314
		SP:Iteration 4F (26444.170000 sec): 3 clusters
  Score: Raw -22400878.318982 + Penalty 13899.309240 = -22386979.009742
  nChanged 5074
		SP:Iteration 5F (26444.810000 sec): 3 clusters
  Score: Raw -22404005.278750 + Penalty 13899.309240 = -22390105.969510
  nChanged 5779
		SP:Iteration 6F (26445.450000 sec): 3 clusters
  Score: Raw -22408079.219420 + Penalty 13899.309240 = -22394179.910179
  nChanged 5945
		SP:Iteration 7F (26446.100000 sec): 3 clusters
  Score: Raw -22412436.476221 + Penalty 13899.309240 = -22398537.166980
  nChanged 5305
		SP:Iteration 8F (26446.740000 sec): 3 clusters
  Score: Raw -22416237.782595 + Penalty 13899.309240 = -22402338.473354
  nChanged 4298
		SP:Iteration 9F (26447.390000 sec): 3 clusters
  Score: Raw -22419065.838134 + Penalty 13899.309240 = -22405166.528894
  nChanged 3233
		SP:Iteration 10Q (26448.030000 sec): 3 clusters
  Score: Raw -22421088.564173 + Penalty 13899.309240 = -22407189.254933
  nChanged 2421
		SP:Iteration 11Q (26448.670000 sec): 3 clusters
  Score: Raw -22422563.936017 + Penalty 13899.309240 = -22408664.626777
  nChanged 1927
		SP:Iteration 12Q (26449.310000 sec): 3 clusters
  Score: Raw -22423765.836059 + Penalty 13899.309240 = -22409866.526818
  nChanged 1499
		SP:Iteration 13Q (26449.950000 sec): 3 clusters
  Score: Raw -22424679.324567 + Penalty 13899.309240 = -22410780.015327
  nChanged 1070
		SP:Iteration 14Q (26450.560000 sec): 3 clusters
  Score: Raw -22425339.644584 + Penalty 13899.309240 = -22411440.335344
  nChanged 806
		SP:Iteration 15Q (26451.160000 sec): 3 clusters
  Score: Raw -22425843.169960 + Penalty 13899.309240 = -22411943.860720
  nChanged 562
		SP:Iteration 16Q (26451.740000 sec): 3 clusters
  Score: Raw -22426189.070047 + Penalty 13899.309240 = -22412289.760807
  nChanged 409
		SP:Iteration 17Q (26452.310000 sec): 3 clusters
  Score: Raw -22426408.449329 + Penalty 13899.309240 = -22412509.140089
  nChanged 264
		SP:Iteration 18Q (26452.860000 sec): 3 clusters
  Score: Raw -22426549.421551 + Penalty 13899.309240 = -22412650.112311
  nChanged 204
		SP:Iteration 19Q (26453.410000 sec): 3 clusters
  Score: Raw -22426655.219017 + Penalty 13899.309240 = -22412755.909777
  nChanged 160
		SP:Iteration 20F (26454.050000 sec): 3 clusters
  Score: Raw -22426743.522055 + Penalty 13899.309240 = -22412844.212815
  nChanged 129
		SP:Iteration 21Q (26454.580000 sec): 3 clusters
  Score: Raw -22426806.233544 + Penalty 13899.309240 = -22412906.924303
  nChanged 91
		SP:Iteration 22Q (26455.100000 sec): 3 clusters
  Score: Raw -22426854.216676 + Penalty 13899.309240 = -22412954.907436
  nChanged 85
		SP:Iteration 23Q (26455.620000 sec): 3 clusters
  Score: Raw -22426897.504007 + Penalty 13899.309240 = -22412998.194766
  nChanged 58
		SP:Iteration 24Q (26456.140000 sec): 3 clusters
  Score: Raw -22426924.838033 + Penalty 13899.309240 = -22413025.528793
  nChanged 47
		SP:Iteration 25Q (26456.660000 sec): 3 clusters
  Score: Raw -22426950.500462 + Penalty 13899.309240 = -22413051.191222
  nChanged 39
		SP:Iteration 26Q (26457.170000 sec): 3 clusters
  Score: Raw -22426967.446385 + Penalty 13899.309240 = -22413068.137145
  nChanged 26
		SP:Iteration 27Q (26457.680000 sec): 3 clusters
  Score: Raw -22426978.385375 + Penalty 13899.309240 = -22413079.076134
  nChanged 25
		SP:Iteration 28Q (26458.190000 sec): 3 clusters
  Score: Raw -22426988.673910 + Penalty 13899.309240 = -22413089.364669
  nChanged 15
		SP:Iteration 29Q (26458.700000 sec): 3 clusters
  Score: Raw -22426996.446829 + Penalty 13899.309240 = -22413097.137589
  nChanged 14
		SP:Iteration 30Q (26459.210000 sec): 3 clusters
  Score: Raw -22427001.892214 + Penalty 13899.309240 = -22413102.582973
  nChanged 15
		SP:Iteration 31Q (26459.720000 sec): 3 clusters
  Score: Raw -22427009.752717 + Penalty 13899.309240 = -22413110.443477
  nChanged 15
		SP:Iteration 32Q (26460.220000 sec): 3 clusters
  Score: Raw -22427017.387930 + Penalty 13899.309240 = -22413118.078690
  nChanged 12
		SP:Iteration 33Q (26460.730000 sec): 3 clusters
  Score: Raw -22427022.341267 + Penalty 13899.309240 = -22413123.032027
  nChanged 12
		SP:Iteration 34Q (26461.230000 sec): 3 clusters
  Score: Raw -22427027.034842 + Penalty 13899.309240 = -22413127.725602
  nChanged 12
		SP:Iteration 35Q (26461.740000 sec): 3 clusters
  Score: Raw -22427032.200644 + Penalty 13899.309240 = -22413132.891404
  nChanged 9
		SP:Iteration 36Q (26462.240000 sec): 3 clusters
  Score: Raw -22427036.026686 + Penalty 13899.309240 = -22413136.717446
  nChanged 9
		SP:Iteration 37Q (26462.740000 sec): 3 clusters
  Score: Raw -22427040.462010 + Penalty 13899.309240 = -22413141.152770
  nChanged 8
		SP:Iteration 38Q (26463.250000 sec): 3 clusters
  Score: Raw -22427045.962982 + Penalty 13899.309240 = -22413146.653742
  nChanged 12
		SP:Iteration 39Q (26463.750000 sec): 3 clusters
  Score: Raw -22427051.579671 + Penalty 13899.309240 = -22413152.270431
  nChanged 7
		SP:Iteration 40F (26464.390000 sec): 3 clusters
  Score: Raw -22427054.643162 + Penalty 13899.309240 = -22413155.333922
  nChanged 6
		SP:Iteration 41Q (26464.900000 sec): 3 clusters
  Score: Raw -22427057.507599 + Penalty 13899.309240 = -22413158.198359
  nChanged 3
		SP:Iteration 42Q (26465.420000 sec): 3 clusters
  Score: Raw -22427058.809940 + Penalty 13899.309240 = -22413159.500700
  nChanged 0
		SP:Iteration 43F (26466.060000 sec): 3 clusters
  Score: Raw -22427058.809940 + Penalty 13899.309240 = -22413159.500700
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26466.200000 sec): 2 clusters
  Score: Raw -4052678.704211 + Penalty 5912.170376 = -4046766.533835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26466.320000 sec): 3 clusters
  Score: Raw -4044958.910382 + Penalty 11824.340752 = -4033134.569630
  nChanged 6111
		SP:Iteration 1F (26466.440000 sec): 3 clusters
  Score: Raw -4048746.084330 + Penalty 11824.340752 = -4036921.743578
  nChanged 1368
		SP:Iteration 2F (26466.560000 sec): 3 clusters
  Score: Raw -4049867.447134 + Penalty 11824.340752 = -4038043.106382
  nChanged 1111
		SP:Iteration 3F (26466.680000 sec): 3 clusters
  Score: Raw -4050913.350374 + Penalty 11824.340752 = -4039089.009622
  nChanged 1034
		SP:Iteration 4F (26466.800000 sec): 3 clusters
  Score: Raw -4052022.580862 + Penalty 11824.340752 = -4040198.240110
  nChanged 1028
		SP:Iteration 5F (26466.910000 sec): 3 clusters
  Score: Raw -4053104.199021 + Penalty 11824.340752 = -4041279.858269
  nChanged 892
		SP:Iteration 6F (26467.030000 sec): 3 clusters
  Score: Raw -4053918.155087 + Penalty 11824.340752 = -4042093.814335
  nChanged 690
		SP:Iteration 7Q (26467.150000 sec): 3 clusters
  Score: Raw -4054414.498129 + Penalty 11824.340752 = -4042590.157377
  nChanged 487
		SP:Iteration 8Q (26467.260000 sec): 3 clusters
  Score: Raw -4054711.518374 + Penalty 11824.340752 = -4042887.177622
  nChanged 365
		SP:Iteration 9Q (26467.370000 sec): 3 clusters
  Score: Raw -4054894.794184 + Penalty 11824.340752 = -4043070.453432
  nChanged 246
		SP:Iteration 10Q (26467.480000 sec): 3 clusters
  Score: Raw -4055007.767064 + Penalty 11824.340752 = -4043183.426312
  nChanged 213
		SP:Iteration 11Q (26467.590000 sec): 3 clusters
  Score: Raw -4055097.154427 + Penalty 11824.340752 = -4043272.813675
  nChanged 163
		SP:Iteration 12Q (26467.700000 sec): 3 clusters
  Score: Raw -4055166.099090 + Penalty 11824.340752 = -4043341.758338
  nChanged 144
		SP:Iteration 13Q (26467.810000 sec): 3 clusters
  Score: Raw -4055220.353022 + Penalty 11824.340752 = -4043396.012269
  nChanged 123
		SP:Iteration 14Q (26467.920000 sec): 3 clusters
  Score: Raw -4055262.938925 + Penalty 11824.340752 = -4043438.598172
  nChanged 101
		SP:Iteration 15Q (26468.030000 sec): 3 clusters
  Score: Raw -4055303.025973 + Penalty 11824.340752 = -4043478.685221
  nChanged 85
		SP:Iteration 16Q (26468.130000 sec): 3 clusters
  Score: Raw -4055330.990632 + Penalty 11824.340752 = -4043506.649880
  nChanged 72
		SP:Iteration 17Q (26468.240000 sec): 3 clusters
  Score: Raw -4055359.837538 + Penalty 11824.340752 = -4043535.496786
  nChanged 79
		SP:Iteration 18Q (26468.350000 sec): 3 clusters
  Score: Raw -4055395.090838 + Penalty 11824.340752 = -4043570.750086
  nChanged 77
		SP:Iteration 19Q (26468.460000 sec): 3 clusters
  Score: Raw -4055424.222578 + Penalty 11824.340752 = -4043599.881825
  nChanged 59
		SP:Iteration 20F (26468.580000 sec): 3 clusters
  Score: Raw -4055445.101457 + Penalty 11824.340752 = -4043620.760705
  nChanged 67
		SP:Iteration 21Q (26468.690000 sec): 3 clusters
  Score: Raw -4055468.730727 + Penalty 11824.340752 = -4043644.389974
  nChanged 67
		SP:Iteration 22Q (26468.800000 sec): 3 clusters
  Score: Raw -4055490.575443 + Penalty 11824.340752 = -4043666.234691
  nChanged 69
		SP:Iteration 23Q (26468.910000 sec): 3 clusters
  Score: Raw -4055510.018679 + Penalty 11824.340752 = -4043685.677926
  nChanged 59
		SP:Iteration 24Q (26469.020000 sec): 3 clusters
  Score: Raw -4055525.006320 + Penalty 11824.340752 = -4043700.665568
  nChanged 36
		SP:Iteration 25Q (26469.130000 sec): 3 clusters
  Score: Raw -4055534.151592 + Penalty 11824.340752 = -4043709.810840
  nChanged 32
		SP:Iteration 26Q (26469.240000 sec): 3 clusters
  Score: Raw -4055541.834745 + Penalty 11824.340752 = -4043717.493993
  nChanged 28
		SP:Iteration 27Q (26469.350000 sec): 3 clusters
  Score: Raw -4055548.421040 + Penalty 11824.340752 = -4043724.080288
  nChanged 22
		SP:Iteration 28Q (26469.450000 sec): 3 clusters
  Score: Raw -4055553.502258 + Penalty 11824.340752 = -4043729.161506
  nChanged 21
		SP:Iteration 29Q (26469.560000 sec): 3 clusters
  Score: Raw -4055558.212582 + Penalty 11824.340752 = -4043733.871830
  nChanged 24
		SP:Iteration 30Q (26469.670000 sec): 3 clusters
  Score: Raw -4055563.455503 + Penalty 11824.340752 = -4043739.114751
  nChanged 29
		SP:Iteration 31Q (26469.780000 sec): 3 clusters
  Score: Raw -4055569.451535 + Penalty 11824.340752 = -4043745.110783
  nChanged 22
		SP:Iteration 32Q (26469.890000 sec): 3 clusters
  Score: Raw -4055574.006985 + Penalty 11824.340752 = -4043749.666233
  nChanged 19
		SP:Iteration 33Q (26470.000000 sec): 3 clusters
  Score: Raw -4055578.129164 + Penalty 11824.340752 = -4043753.788412
  nChanged 19
		SP:Iteration 34Q (26470.110000 sec): 3 clusters
  Score: Raw -4055581.584655 + Penalty 11824.340752 = -4043757.243902
  nChanged 8
		SP:Iteration 35Q (26470.210000 sec): 3 clusters
  Score: Raw -4055583.304176 + Penalty 11824.340752 = -4043758.963424
  nChanged 4
		SP:Iteration 36Q (26470.320000 sec): 3 clusters
  Score: Raw -4055583.962657 + Penalty 11824.340752 = -4043759.621905
  nChanged 4
		SP:Iteration 37Q (26470.430000 sec): 3 clusters
  Score: Raw -4055584.486350 + Penalty 11824.340752 = -4043760.145598
  nChanged 2
		SP:Iteration 38Q (26470.550000 sec): 3 clusters
  Score: Raw -4055584.850544 + Penalty 11824.340752 = -4043760.509792
  nChanged 1
		SP:Iteration 39Q (26470.660000 sec): 3 clusters
  Score: Raw -4055585.049208 + Penalty 11824.340752 = -4043760.708456
  nChanged 1
		SP:Iteration 40F (26470.770000 sec): 3 clusters
  Score: Raw -4055585.203150 + Penalty 11824.340752 = -4043760.862398
  nChanged 1
		SP:Iteration 41Q (26470.880000 sec): 3 clusters
  Score: Raw -4055585.479483 + Penalty 11824.340752 = -4043761.138730
  nChanged 1
		SP:Iteration 42Q (26470.990000 sec): 3 clusters
  Score: Raw -4055585.707904 + Penalty 11824.340752 = -4043761.367152
  nChanged 5
		SP:Iteration 43Q (26471.100000 sec): 3 clusters
  Score: Raw -4055586.642543 + Penalty 11824.340752 = -4043762.301791
  nChanged 6
		SP:Iteration 44Q (26471.200000 sec): 3 clusters
  Score: Raw -4055587.886204 + Penalty 11824.340752 = -4043763.545452
  nChanged 6
		SP:Iteration 45Q (26471.310000 sec): 3 clusters
  Score: Raw -4055589.077443 + Penalty 11824.340752 = -4043764.736691
  nChanged 3
		SP:Iteration 46Q (26471.420000 sec): 3 clusters
  Score: Raw -4055589.452342 + Penalty 11824.340752 = -4043765.111590
  nChanged 4
		SP:Iteration 47Q (26471.520000 sec): 3 clusters
  Score: Raw -4055590.403767 + Penalty 11824.340752 = -4043766.063014
  nChanged 7
		SP:Iteration 48Q (26471.630000 sec): 3 clusters
  Score: Raw -4055591.894009 + Penalty 11824.340752 = -4043767.553257
  nChanged 7
		SP:Iteration 49Q (26471.750000 sec): 3 clusters
  Score: Raw -4055593.553229 + Penalty 11824.340752 = -4043769.212477
  nChanged 7
		SP:Iteration 50Q (26471.850000 sec): 3 clusters
  Score: Raw -4055594.831706 + Penalty 11824.340752 = -4043770.490954
  nChanged 4
		SP:Iteration 51Q (26471.960000 sec): 3 clusters
  Score: Raw -4055595.374005 + Penalty 11824.340752 = -4043771.033253
  nChanged 3
		SP:Iteration 52Q (26472.070000 sec): 3 clusters
  Score: Raw -4055595.808678 + Penalty 11824.340752 = -4043771.467926
  nChanged 0
		SP:Iteration 53F (26472.190000 sec): 3 clusters
  Score: Raw -4055595.808678 + Penalty 11824.340752 = -4043771.467926
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26473.590000 sec): 2 clusters
  Score: Raw -57623176.425779 + Penalty 7523.202153 = -57615653.223626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26475.240000 sec): 3 clusters
  Score: Raw -57485674.794182 + Penalty 15046.404305 = -57470628.389877
  nChanged 101861
		SP:Iteration 1F (26476.890000 sec): 3 clusters
  Score: Raw -57543792.902403 + Penalty 15046.404305 = -57528746.498098
  nChanged 7223
		SP:Iteration 2Q (26478.550000 sec): 3 clusters
  Score: Raw -57545518.731424 + Penalty 15046.404305 = -57530472.327119
  nChanged 7251
		SP:Iteration 3Q (26480.210000 sec): 3 clusters
  Score: Raw -57547565.318494 + Penalty 15046.404305 = -57532518.914189
  nChanged 7800
		SP:Iteration 4Q (26481.880000 sec): 3 clusters
  Score: Raw -57550346.687525 + Penalty 15046.404305 = -57535300.283220
  nChanged 8925
		SP:Iteration 5Q (26483.540000 sec): 3 clusters
  Score: Raw -57554344.915805 + Penalty 15046.404305 = -57539298.511500
  nChanged 10403
		SP:Iteration 6Q (26485.210000 sec): 3 clusters
  Score: Raw -57560054.527768 + Penalty 15046.404305 = -57545008.123463
  nChanged 12155
		SP:Iteration 7F (26486.870000 sec): 3 clusters
  Score: Raw -57567909.205400 + Penalty 15046.404305 = -57552862.801095
  nChanged 13669
		SP:Iteration 8F (26488.510000 sec): 3 clusters
  Score: Raw -57577791.544015 + Penalty 15046.404305 = -57562745.139710
  nChanged 13972
		SP:Iteration 9F (26490.150000 sec): 3 clusters
  Score: Raw -57588620.422754 + Penalty 15046.404305 = -57573574.018449
  nChanged 12806
		SP:Iteration 10F (26491.790000 sec): 3 clusters
  Score: Raw -57598796.952613 + Penalty 15046.404305 = -57583750.548308
  nChanged 10226
		SP:Iteration 11Q (26493.360000 sec): 3 clusters
  Score: Raw -57606204.422351 + Penalty 15046.404305 = -57591158.018046
  nChanged 7484
		SP:Iteration 12Q (26494.890000 sec): 3 clusters
  Score: Raw -57610795.452050 + Penalty 15046.404305 = -57595749.047745
  nChanged 5276
		SP:Iteration 13Q (26496.360000 sec): 3 clusters
  Score: Raw -57613461.095198 + Penalty 15046.404305 = -57598414.690893
  nChanged 3954
		SP:Iteration 14Q (26497.780000 sec): 3 clusters
  Score: Raw -57615200.413885 + Penalty 15046.404305 = -57600154.009580
  nChanged 3229
		SP:Iteration 15Q (26499.170000 sec): 3 clusters
  Score: Raw -57616605.724971 + Penalty 15046.404305 = -57601559.320666
  nChanged 2847
		SP:Iteration 16Q (26500.530000 sec): 3 clusters
  Score: Raw -57617852.822880 + Penalty 15046.404305 = -57602806.418575
  nChanged 2602
		SP:Iteration 17Q (26501.880000 sec): 3 clusters
  Score: Raw -57619014.975632 + Penalty 15046.404305 = -57603968.571327
  nChanged 2378
		SP:Iteration 18Q (26503.200000 sec): 3 clusters
  Score: Raw -57620165.147791 + Penalty 15046.404305 = -57605118.743486
  nChanged 2245
		SP:Iteration 19Q (26504.500000 sec): 3 clusters
  Score: Raw -57621270.492085 + Penalty 15046.404305 = -57606224.087780
  nChanged 2065
		SP:Iteration 20F (26506.150000 sec): 3 clusters
  Score: Raw -57622316.218356 + Penalty 15046.404305 = -57607269.814050
  nChanged 1885
		SP:Iteration 21Q (26507.420000 sec): 3 clusters
  Score: Raw -57623328.391623 + Penalty 15046.404305 = -57608281.987318
  nChanged 1704
		SP:Iteration 22Q (26508.680000 sec): 3 clusters
  Score: Raw -57624319.778181 + Penalty 15046.404305 = -57609273.373875
  nChanged 1537
		SP:Iteration 23Q (26509.920000 sec): 3 clusters
  Score: Raw -57625234.079122 + Penalty 15046.404305 = -57610187.674817
  nChanged 1399
		SP:Iteration 24Q (26511.150000 sec): 3 clusters
  Score: Raw -57626014.266266 + Penalty 15046.404305 = -57610967.861961
  nChanged 1143
		SP:Iteration 25Q (26512.360000 sec): 3 clusters
  Score: Raw -57626605.521052 + Penalty 15046.404305 = -57611559.116747
  nChanged 929
		SP:Iteration 26Q (26513.570000 sec): 3 clusters
  Score: Raw -57627009.601068 + Penalty 15046.404305 = -57611963.196763
  nChanged 697
		SP:Iteration 27Q (26514.750000 sec): 3 clusters
  Score: Raw -57627265.797429 + Penalty 15046.404305 = -57612219.393124
  nChanged 584
		SP:Iteration 28Q (26515.940000 sec): 3 clusters
  Score: Raw -57627452.004197 + Penalty 15046.404305 = -57612405.599892
  nChanged 456
		SP:Iteration 29Q (26517.110000 sec): 3 clusters
  Score: Raw -57627576.072118 + Penalty 15046.404305 = -57612529.667813
  nChanged 353
		SP:Iteration 30Q (26518.290000 sec): 3 clusters
  Score: Raw -57627658.733365 + Penalty 15046.404305 = -57612612.329060
  nChanged 265
		SP:Iteration 31Q (26519.460000 sec): 3 clusters
  Score: Raw -57627716.530710 + Penalty 15046.404305 = -57612670.126405
  nChanged 225
		SP:Iteration 32Q (26520.630000 sec): 3 clusters
  Score: Raw -57627763.877514 + Penalty 15046.404305 = -57612717.473209
  nChanged 181
		SP:Iteration 33Q (26521.800000 sec): 3 clusters
  Score: Raw -57627798.002247 + Penalty 15046.404305 = -57612751.597942
  nChanged 146
		SP:Iteration 34Q (26522.960000 sec): 3 clusters
  Score: Raw -57627823.106630 + Penalty 15046.404305 = -57612776.702325
  nChanged 129
		SP:Iteration 35Q (26524.130000 sec): 3 clusters
  Score: Raw -57627843.668518 + Penalty 15046.404305 = -57612797.264213
  nChanged 102
		SP:Iteration 36Q (26525.290000 sec): 3 clusters
  Score: Raw -57627858.215023 + Penalty 15046.404305 = -57612811.810718
  nChanged 96
		SP:Iteration 37Q (26526.450000 sec): 3 clusters
  Score: Raw -57627873.884010 + Penalty 15046.404305 = -57612827.479705
  nChanged 89
		SP:Iteration 38Q (26527.610000 sec): 3 clusters
  Score: Raw -57627886.213634 + Penalty 15046.404305 = -57612839.809328
  nChanged 76
		SP:Iteration 39Q (26528.770000 sec): 3 clusters
  Score: Raw -57627896.267159 + Penalty 15046.404305 = -57612849.862854
  nChanged 65
		SP:Iteration 40F (26530.420000 sec): 3 clusters
  Score: Raw -57627905.392819 + Penalty 15046.404305 = -57612858.988514
  nChanged 64
		SP:Iteration 41Q (26531.570000 sec): 3 clusters
  Score: Raw -57627913.630679 + Penalty 15046.404305 = -57612867.226374
  nChanged 53
		SP:Iteration 42Q (26532.730000 sec): 3 clusters
  Score: Raw -57627920.000363 + Penalty 15046.404305 = -57612873.596058
  nChanged 46
		SP:Iteration 43Q (26533.890000 sec): 3 clusters
  Score: Raw -57627924.964790 + Penalty 15046.404305 = -57612878.560485
  nChanged 40
		SP:Iteration 44Q (26535.040000 sec): 3 clusters
  Score: Raw -57627928.827255 + Penalty 15046.404305 = -57612882.422950
  nChanged 37
		SP:Iteration 45Q (26536.200000 sec): 3 clusters
  Score: Raw -57627932.481646 + Penalty 15046.404305 = -57612886.077341
  nChanged 28
		SP:Iteration 46Q (26537.360000 sec): 3 clusters
  Score: Raw -57627935.008483 + Penalty 15046.404305 = -57612888.604178
  nChanged 16
		SP:Iteration 47Q (26538.520000 sec): 3 clusters
  Score: Raw -57627936.471320 + Penalty 15046.404305 = -57612890.067014
  nChanged 15
		SP:Iteration 48Q (26539.680000 sec): 3 clusters
  Score: Raw -57627938.320440 + Penalty 15046.404305 = -57612891.916135
  nChanged 19
		SP:Iteration 49Q (26540.840000 sec): 3 clusters
  Score: Raw -57627939.959561 + Penalty 15046.404305 = -57612893.555256
  nChanged 13
		SP:Iteration 50Q (26542.000000 sec): 3 clusters
  Score: Raw -57627941.207311 + Penalty 15046.404305 = -57612894.803006
  nChanged 14
		SP:Iteration 51Q (26543.150000 sec): 3 clusters
  Score: Raw -57627942.401149 + Penalty 15046.404305 = -57612895.996844
  nChanged 14
		SP:Iteration 52Q (26544.310000 sec): 3 clusters
  Score: Raw -57627943.756270 + Penalty 15046.404305 = -57612897.351965
  nChanged 17
		SP:Iteration 53Q (26545.470000 sec): 3 clusters
  Score: Raw -57627945.323878 + Penalty 15046.404305 = -57612898.919573
  nChanged 18
		SP:Iteration 54Q (26546.640000 sec): 3 clusters
  Score: Raw -57627946.951333 + Penalty 15046.404305 = -57612900.547028
  nChanged 13
		SP:Iteration 55Q (26547.810000 sec): 3 clusters
  Score: Raw -57627947.984607 + Penalty 15046.404305 = -57612901.580302
  nChanged 14
		SP:Iteration 56Q (26548.970000 sec): 3 clusters
  Score: Raw -57627949.211614 + Penalty 15046.404305 = -57612902.807309
  nChanged 10
		SP:Iteration 57Q (26550.140000 sec): 3 clusters
  Score: Raw -57627950.106927 + Penalty 15046.404305 = -57612903.702622
  nChanged 14
		SP:Iteration 58Q (26551.300000 sec): 3 clusters
  Score: Raw -57627951.560892 + Penalty 15046.404305 = -57612905.156587
  nChanged 13
		SP:Iteration 59Q (26552.470000 sec): 3 clusters
  Score: Raw -57627952.747407 + Penalty 15046.404305 = -57612906.343101
  nChanged 12
		SP:Iteration 60F (26554.110000 sec): 3 clusters
  Score: Raw -57627954.000938 + Penalty 15046.404305 = -57612907.596633
  nChanged 11
		SP:Iteration 61Q (26555.280000 sec): 3 clusters
  Score: Raw -57627955.208323 + Penalty 15046.404305 = -57612908.804018
  nChanged 7
		SP:Iteration 62Q (26556.430000 sec): 3 clusters
  Score: Raw -57627955.866605 + Penalty 15046.404305 = -57612909.462300
  nChanged 3
		SP:Iteration 63Q (26557.590000 sec): 3 clusters
  Score: Raw -57627956.152411 + Penalty 15046.404305 = -57612909.748106
  nChanged 1
		SP:Iteration 64Q (26558.740000 sec): 3 clusters
  Score: Raw -57627956.264944 + Penalty 15046.404305 = -57612909.860638
  nChanged 2
		SP:Iteration 65Q (26559.910000 sec): 3 clusters
  Score: Raw -57627956.653936 + Penalty 15046.404305 = -57612910.249630
  nChanged 7
		SP:Iteration 66Q (26561.070000 sec): 3 clusters
  Score: Raw -57627957.425363 + Penalty 15046.404305 = -57612911.021057
  nChanged 8
		SP:Iteration 67Q (26562.220000 sec): 3 clusters
  Score: Raw -57627958.267958 + Penalty 15046.404305 = -57612911.863653
  nChanged 10
		SP:Iteration 68Q (26563.380000 sec): 3 clusters
  Score: Raw -57627958.858963 + Penalty 15046.404305 = -57612912.454658
  nChanged 7
		SP:Iteration 69Q (26564.530000 sec): 3 clusters
  Score: Raw -57627959.307688 + Penalty 15046.404305 = -57612912.903383
  nChanged 1
		SP:Iteration 70Q (26565.690000 sec): 3 clusters
  Score: Raw -57627959.352434 + Penalty 15046.404305 = -57612912.948129
  nChanged 1
		SP:Iteration 71Q (26566.840000 sec): 3 clusters
  Score: Raw -57627959.427645 + Penalty 15046.404305 = -57612913.023340
  nChanged 2
		SP:Iteration 72Q (26567.990000 sec): 3 clusters
  Score: Raw -57627959.573586 + Penalty 15046.404305 = -57612913.169281
  nChanged 1
		SP:Iteration 73Q (26569.140000 sec): 3 clusters
  Score: Raw -57627959.633542 + Penalty 15046.404305 = -57612913.229237
  nChanged 1
		SP:Iteration 74Q (26570.300000 sec): 3 clusters
  Score: Raw -57627959.660111 + Penalty 15046.404305 = -57612913.255806
  nChanged 1
		SP:Iteration 75Q (26571.450000 sec): 3 clusters
  Score: Raw -57627959.728708 + Penalty 15046.404305 = -57612913.324403
  nChanged 1
		SP:Iteration 76Q (26572.610000 sec): 3 clusters
  Score: Raw -57627959.803501 + Penalty 15046.404305 = -57612913.399195
  nChanged 1
		SP:Iteration 77Q (26573.770000 sec): 3 clusters
  Score: Raw -57627959.926742 + Penalty 15046.404305 = -57612913.522437
  nChanged 1
		SP:Iteration 78Q (26574.920000 sec): 3 clusters
  Score: Raw -57627960.010910 + Penalty 15046.404305 = -57612913.606605
  nChanged 1
		SP:Iteration 79Q (26576.080000 sec): 3 clusters
  Score: Raw -57627960.044647 + Penalty 15046.404305 = -57612913.640342
  nChanged 0
		SP:Iteration 80F (26577.720000 sec): 3 clusters
  Score: Raw -57627960.044647 + Penalty 15046.404305 = -57612913.640342
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26577.920000 sec): 2 clusters
  Score: Raw -3123342.260477 + Penalty 5763.731792 = -3117578.528685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26578.010000 sec): 3 clusters
  Score: Raw -3117682.015461 + Penalty 11527.463583 = -3106154.551877
  nChanged 4688
		SP:Iteration 1F (26578.110000 sec): 3 clusters
  Score: Raw -3120898.456467 + Penalty 11527.463583 = -3109370.992883
  nChanged 1138
		SP:Iteration 2F (26578.200000 sec): 3 clusters
  Score: Raw -3121983.332041 + Penalty 11527.463583 = -3110455.868458
  nChanged 847
		SP:Iteration 3F (26578.300000 sec): 3 clusters
  Score: Raw -3122714.774470 + Penalty 11527.463583 = -3111187.310887
  nChanged 687
		SP:Iteration 4F (26578.390000 sec): 3 clusters
  Score: Raw -3123314.862891 + Penalty 11527.463583 = -3111787.399307
  nChanged 607
		SP:Iteration 5Q (26578.480000 sec): 3 clusters
  Score: Raw -3123793.492776 + Penalty 11527.463583 = -3112266.029193
  nChanged 524
		SP:Iteration 6Q (26578.560000 sec): 3 clusters
  Score: Raw -3124227.713803 + Penalty 11527.463583 = -3112700.250219
  nChanged 492
		SP:Iteration 7Q (26578.650000 sec): 3 clusters
  Score: Raw -3124620.421204 + Penalty 11527.463583 = -3113092.957621
  nChanged 446
		SP:Iteration 8Q (26578.740000 sec): 3 clusters
  Score: Raw -3125014.675993 + Penalty 11527.463583 = -3113487.212409
  nChanged 410
		SP:Iteration 9Q (26578.830000 sec): 3 clusters
  Score: Raw -3125358.980324 + Penalty 11527.463583 = -3113831.516741
  nChanged 376
		SP:Iteration 10Q (26578.920000 sec): 3 clusters
  Score: Raw -3125654.001737 + Penalty 11527.463583 = -3114126.538153
  nChanged 316
		SP:Iteration 11Q (26579.010000 sec): 3 clusters
  Score: Raw -3125877.497318 + Penalty 11527.463583 = -3114350.033735
  nChanged 241
		SP:Iteration 12Q (26579.090000 sec): 3 clusters
  Score: Raw -3126061.894665 + Penalty 11527.463583 = -3114534.431081
  nChanged 241
		SP:Iteration 13Q (26579.170000 sec): 3 clusters
  Score: Raw -3126258.536974 + Penalty 11527.463583 = -3114731.073390
  nChanged 213
		SP:Iteration 14Q (26579.260000 sec): 3 clusters
  Score: Raw -3126411.501556 + Penalty 11527.463583 = -3114884.037973
  nChanged 179
		SP:Iteration 15Q (26579.340000 sec): 3 clusters
  Score: Raw -3126529.727869 + Penalty 11527.463583 = -3115002.264286
  nChanged 144
		SP:Iteration 16Q (26579.420000 sec): 3 clusters
  Score: Raw -3126617.319479 + Penalty 11527.463583 = -3115089.855895
  nChanged 116
		SP:Iteration 17Q (26579.510000 sec): 3 clusters
  Score: Raw -3126680.370754 + Penalty 11527.463583 = -3115152.907170
  nChanged 94
		SP:Iteration 18Q (26579.590000 sec): 3 clusters
  Score: Raw -3126722.852783 + Penalty 11527.463583 = -3115195.389200
  nChanged 74
		SP:Iteration 19Q (26579.670000 sec): 3 clusters
  Score: Raw -3126751.182771 + Penalty 11527.463583 = -3115223.719188
  nChanged 50
		SP:Iteration 20F (26579.760000 sec): 3 clusters
  Score: Raw -3126767.928893 + Penalty 11527.463583 = -3115240.465309
  nChanged 31
		SP:Iteration 21Q (26579.840000 sec): 3 clusters
  Score: Raw -3126780.059241 + Penalty 11527.463583 = -3115252.595658
  nChanged 38
		SP:Iteration 22Q (26579.920000 sec): 3 clusters
  Score: Raw -3126793.320317 + Penalty 11527.463583 = -3115265.856733
  nChanged 44
		SP:Iteration 23Q (26580.000000 sec): 3 clusters
  Score: Raw -3126808.982702 + Penalty 11527.463583 = -3115281.519119
  nChanged 39
		SP:Iteration 24Q (26580.080000 sec): 3 clusters
  Score: Raw -3126822.075652 + Penalty 11527.463583 = -3115294.612068
  nChanged 34
		SP:Iteration 25Q (26580.170000 sec): 3 clusters
  Score: Raw -3126835.118327 + Penalty 11527.463583 = -3115307.654743
  nChanged 27
		SP:Iteration 26Q (26580.250000 sec): 3 clusters
  Score: Raw -3126843.122916 + Penalty 11527.463583 = -3115315.659332
  nChanged 26
		SP:Iteration 27Q (26580.330000 sec): 3 clusters
  Score: Raw -3126851.280806 + Penalty 11527.463583 = -3115323.817223
  nChanged 27
		SP:Iteration 28Q (26580.410000 sec): 3 clusters
  Score: Raw -3126859.313657 + Penalty 11527.463583 = -3115331.850074
  nChanged 27
		SP:Iteration 29Q (26580.490000 sec): 3 clusters
  Score: Raw -3126866.963803 + Penalty 11527.463583 = -3115339.500219
  nChanged 13
		SP:Iteration 30Q (26580.570000 sec): 3 clusters
  Score: Raw -3126870.767773 + Penalty 11527.463583 = -3115343.304189
  nChanged 14
		SP:Iteration 31Q (26580.650000 sec): 3 clusters
  Score: Raw -3126875.733316 + Penalty 11527.463583 = -3115348.269732
  nChanged 19
		SP:Iteration 32Q (26580.730000 sec): 3 clusters
  Score: Raw -3126882.953965 + Penalty 11527.463583 = -3115355.490382
  nChanged 21
		SP:Iteration 33Q (26580.810000 sec): 3 clusters
  Score: Raw -3126889.484455 + Penalty 11527.463583 = -3115362.020872
  nChanged 19
		SP:Iteration 34Q (26580.890000 sec): 3 clusters
  Score: Raw -3126896.498628 + Penalty 11527.463583 = -3115369.035045
  nChanged 14
		SP:Iteration 35Q (26580.970000 sec): 3 clusters
  Score: Raw -3126902.770788 + Penalty 11527.463583 = -3115375.307205
  nChanged 18
		SP:Iteration 36Q (26581.050000 sec): 3 clusters
  Score: Raw -3126908.045627 + Penalty 11527.463583 = -3115380.582043
  nChanged 17
		SP:Iteration 37Q (26581.130000 sec): 3 clusters
  Score: Raw -3126912.611095 + Penalty 11527.463583 = -3115385.147512
  nChanged 14
		SP:Iteration 38Q (26581.210000 sec): 3 clusters
  Score: Raw -3126919.182732 + Penalty 11527.463583 = -3115391.719149
  nChanged 16
		SP:Iteration 39Q (26581.290000 sec): 3 clusters
  Score: Raw -3126924.508800 + Penalty 11527.463583 = -3115397.045217
  nChanged 11
		SP:Iteration 40F (26581.380000 sec): 3 clusters
  Score: Raw -3126926.960426 + Penalty 11527.463583 = -3115399.496842
  nChanged 3
		SP:Iteration 41Q (26581.460000 sec): 3 clusters
  Score: Raw -3126927.799567 + Penalty 11527.463583 = -3115400.335983
  nChanged 3
		SP:Iteration 42Q (26581.540000 sec): 3 clusters
  Score: Raw -3126928.288281 + Penalty 11527.463583 = -3115400.824698
  nChanged 1
		SP:Iteration 43Q (26581.620000 sec): 3 clusters
  Score: Raw -3126928.752949 + Penalty 11527.463583 = -3115401.289365
  nChanged 4
		SP:Iteration 44Q (26581.700000 sec): 3 clusters
  Score: Raw -3126929.661066 + Penalty 11527.463583 = -3115402.197483
  nChanged 3
		SP:Iteration 45Q (26581.780000 sec): 3 clusters
  Score: Raw -3126930.103423 + Penalty 11527.463583 = -3115402.639840
  nChanged 0
		SP:Iteration 46F (26581.870000 sec): 3 clusters
  Score: Raw -3126930.103423 + Penalty 11527.463583 = -3115402.639840
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (32404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26582.090000 sec): 2 clusters
  Score: Raw -8572321.418667 + Penalty 6361.447755 = -8565959.970912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26582.330000 sec): 3 clusters
  Score: Raw -8554345.002937 + Penalty 12722.895510 = -8541622.107427
  nChanged 13833
		SP:Iteration 1F (26582.570000 sec): 3 clusters
  Score: Raw -8562112.690296 + Penalty 12722.895510 = -8549389.794786
  nChanged 2182
		SP:Iteration 2F (26582.820000 sec): 3 clusters
  Score: Raw -8563559.298752 + Penalty 12722.895510 = -8550836.403242
  nChanged 2089
		SP:Iteration 3F (26583.060000 sec): 3 clusters
  Score: Raw -8565075.969783 + Penalty 12722.895510 = -8552353.074273
  nChanged 2005
		SP:Iteration 4F (26583.310000 sec): 3 clusters
  Score: Raw -8566553.652701 + Penalty 12722.895510 = -8553830.757191
  nChanged 1906
		SP:Iteration 5F (26583.550000 sec): 3 clusters
  Score: Raw -8567903.002496 + Penalty 12722.895510 = -8555180.106986
  nChanged 1800
		SP:Iteration 6F (26583.790000 sec): 3 clusters
  Score: Raw -8569325.885644 + Penalty 12722.895510 = -8556602.990134
  nChanged 1963
		SP:Iteration 7F (26584.040000 sec): 3 clusters
  Score: Raw -8571231.736859 + Penalty 12722.895510 = -8558508.841349
  nChanged 2129
		SP:Iteration 8F (26584.280000 sec): 3 clusters
  Score: Raw -8573813.556741 + Penalty 12722.895510 = -8561090.661231
  nChanged 2247
		SP:Iteration 9F (26584.520000 sec): 3 clusters
  Score: Raw -8577004.709916 + Penalty 12722.895510 = -8564281.814406
  nChanged 2188
		SP:Iteration 10F (26584.770000 sec): 3 clusters
  Score: Raw -8580800.209210 + Penalty 12722.895510 = -8568077.313700
  nChanged 1881
		SP:Iteration 11F (26585.010000 sec): 3 clusters
  Score: Raw -8583695.928778 + Penalty 12722.895510 = -8570973.033269
  nChanged 1498
		SP:Iteration 12Q (26585.230000 sec): 3 clusters
  Score: Raw -8585034.269084 + Penalty 12722.895510 = -8572311.373574
  nChanged 946
		SP:Iteration 13Q (26585.430000 sec): 3 clusters
  Score: Raw -8585755.083101 + Penalty 12722.895510 = -8573032.187591
  nChanged 646
		SP:Iteration 14Q (26585.640000 sec): 3 clusters
  Score: Raw -8586210.930749 + Penalty 12722.895510 = -8573488.035239
  nChanged 507
		SP:Iteration 15Q (26585.850000 sec): 3 clusters
  Score: Raw -8586549.340169 + Penalty 12722.895510 = -8573826.444659
  nChanged 398
		SP:Iteration 16Q (26586.050000 sec): 3 clusters
  Score: Raw -8586840.707640 + Penalty 12722.895510 = -8574117.812130
  nChanged 406
		SP:Iteration 17Q (26586.260000 sec): 3 clusters
  Score: Raw -8587185.787091 + Penalty 12722.895510 = -8574462.891581
  nChanged 396
		SP:Iteration 18Q (26586.460000 sec): 3 clusters
  Score: Raw -8587522.267578 + Penalty 12722.895510 = -8574799.372068
  nChanged 360
		SP:Iteration 19Q (26586.660000 sec): 3 clusters
  Score: Raw -8587814.669370 + Penalty 12722.895510 = -8575091.773860
  nChanged 300
		SP:Iteration 20F (26586.910000 sec): 3 clusters
  Score: Raw -8588032.955096 + Penalty 12722.895510 = -8575310.059586
  nChanged 228
		SP:Iteration 21Q (26587.100000 sec): 3 clusters
  Score: Raw -8588166.503782 + Penalty 12722.895510 = -8575443.608272
  nChanged 166
		SP:Iteration 22Q (26587.290000 sec): 3 clusters
  Score: Raw -8588243.382257 + Penalty 12722.895510 = -8575520.486747
  nChanged 127
		SP:Iteration 23Q (26587.470000 sec): 3 clusters
  Score: Raw -8588287.147639 + Penalty 12722.895510 = -8575564.252129
  nChanged 91
		SP:Iteration 24Q (26587.660000 sec): 3 clusters
  Score: Raw -8588312.121063 + Penalty 12722.895510 = -8575589.225553
  nChanged 54
		SP:Iteration 25Q (26587.850000 sec): 3 clusters
  Score: Raw -8588326.068580 + Penalty 12722.895510 = -8575603.173070
  nChanged 43
		SP:Iteration 26Q (26588.030000 sec): 3 clusters
  Score: Raw -8588335.969772 + Penalty 12722.895510 = -8575613.074262
  nChanged 35
		SP:Iteration 27Q (26588.210000 sec): 3 clusters
  Score: Raw -8588343.035323 + Penalty 12722.895510 = -8575620.139814
  nChanged 28
		SP:Iteration 28Q (26588.390000 sec): 3 clusters
  Score: Raw -8588347.742376 + Penalty 12722.895510 = -8575624.846866
  nChanged 20
		SP:Iteration 29Q (26588.580000 sec): 3 clusters
  Score: Raw -8588351.121024 + Penalty 12722.895510 = -8575628.225514
  nChanged 19
		SP:Iteration 30Q (26588.760000 sec): 3 clusters
  Score: Raw -8588353.766600 + Penalty 12722.895510 = -8575630.871091
  nChanged 13
		SP:Iteration 31Q (26588.950000 sec): 3 clusters
  Score: Raw -8588355.567983 + Penalty 12722.895510 = -8575632.672473
  nChanged 9
		SP:Iteration 32Q (26589.140000 sec): 3 clusters
  Score: Raw -8588356.576335 + Penalty 12722.895510 = -8575633.680826
  nChanged 2
		SP:Iteration 33Q (26589.320000 sec): 3 clusters
  Score: Raw -8588356.828864 + Penalty 12722.895510 = -8575633.933354
  nChanged 2
		SP:Iteration 34Q (26589.500000 sec): 3 clusters
  Score: Raw -8588357.002567 + Penalty 12722.895510 = -8575634.107057
  nChanged 0
		SP:Iteration 35F (26589.750000 sec): 3 clusters
  Score: Raw -8588357.002567 + Penalty 12722.895510 = -8575634.107057
  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 23.77 GB.

 Trying to split cluster 23 (7443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26589.820000 sec): 2 clusters
  Score: Raw -1901454.019340 + Penalty 5460.455429 = -1895993.563910
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26589.880000 sec): 3 clusters
  Score: Raw -1898296.516113 + Penalty 10920.910859 = -1887375.605254
  nChanged 2636
		SP:Iteration 1F (26589.940000 sec): 3 clusters
  Score: Raw -1900105.784974 + Penalty 10920.910859 = -1889184.874115
  nChanged 651
		SP:Iteration 2F (26589.990000 sec): 3 clusters
  Score: Raw -1900917.146949 + Penalty 10920.910859 = -1889996.236091
  nChanged 579
		SP:Iteration 3F (26590.040000 sec): 3 clusters
  Score: Raw -1901855.190341 + Penalty 10920.910859 = -1890934.279482
  nChanged 679
		SP:Iteration 4F (26590.100000 sec): 3 clusters
  Score: Raw -1903761.669033 + Penalty 10920.910859 = -1892840.758175
  nChanged 809
		SP:Iteration 5F (26590.160000 sec): 3 clusters
  Score: Raw -1906738.019862 + Penalty 10920.910859 = -1895817.109004
  nChanged 615
		SP:Iteration 6F (26590.210000 sec): 3 clusters
  Score: Raw -1907737.137561 + Penalty 10920.910859 = -1896816.226702
  nChanged 328
		SP:Iteration 7Q (26590.260000 sec): 3 clusters
  Score: Raw -1908099.403889 + Penalty 10920.910859 = -1897178.493030
  nChanged 176
		SP:Iteration 8Q (26590.310000 sec): 3 clusters
  Score: Raw -1908257.561858 + Penalty 10920.910859 = -1897336.650999
  nChanged 108
		SP:Iteration 9Q (26590.360000 sec): 3 clusters
  Score: Raw -1908351.608786 + Penalty 10920.910859 = -1897430.697927
  nChanged 58
		SP:Iteration 10Q (26590.410000 sec): 3 clusters
  Score: Raw -1908392.238468 + Penalty 10920.910859 = -1897471.327610
  nChanged 29
		SP:Iteration 11Q (26590.460000 sec): 3 clusters
  Score: Raw -1908412.752156 + Penalty 10920.910859 = -1897491.841298
  nChanged 27
		SP:Iteration 12Q (26590.500000 sec): 3 clusters
  Score: Raw -1908427.673890 + Penalty 10920.910859 = -1897506.763032
  nChanged 18
		SP:Iteration 13Q (26590.550000 sec): 3 clusters
  Score: Raw -1908437.093713 + Penalty 10920.910859 = -1897516.182854
  nChanged 13
		SP:Iteration 14Q (26590.600000 sec): 3 clusters
  Score: Raw -1908443.626676 + Penalty 10920.910859 = -1897522.715818
  nChanged 11
		SP:Iteration 15Q (26590.650000 sec): 3 clusters
  Score: Raw -1908448.849462 + Penalty 10920.910859 = -1897527.938604
  nChanged 8
		SP:Iteration 16Q (26590.700000 sec): 3 clusters
  Score: Raw -1908452.897553 + Penalty 10920.910859 = -1897531.986694
  nChanged 7
		SP:Iteration 17Q (26590.740000 sec): 3 clusters
  Score: Raw -1908456.371882 + Penalty 10920.910859 = -1897535.461024
  nChanged 6
		SP:Iteration 18Q (26590.790000 sec): 3 clusters
  Score: Raw -1908459.287125 + Penalty 10920.910859 = -1897538.376267
  nChanged 10
		SP:Iteration 19Q (26590.840000 sec): 3 clusters
  Score: Raw -1908463.963549 + Penalty 10920.910859 = -1897543.052690
  nChanged 10
		SP:Iteration 20F (26590.890000 sec): 3 clusters
  Score: Raw -1908469.424613 + Penalty 10920.910859 = -1897548.513755
  nChanged 16
		SP:Iteration 21Q (26590.940000 sec): 3 clusters
  Score: Raw -1908478.554377 + Penalty 10920.910859 = -1897557.643518
  nChanged 9
		SP:Iteration 22Q (26590.980000 sec): 3 clusters
  Score: Raw -1908483.366981 + Penalty 10920.910859 = -1897562.456123
  nChanged 8
		SP:Iteration 23Q (26591.030000 sec): 3 clusters
  Score: Raw -1908488.767049 + Penalty 10920.910859 = -1897567.856190
  nChanged 9
		SP:Iteration 24Q (26591.080000 sec): 3 clusters
  Score: Raw -1908496.077580 + Penalty 10920.910859 = -1897575.166722
  nChanged 11
		SP:Iteration 25Q (26591.130000 sec): 3 clusters
  Score: Raw -1908503.211666 + Penalty 10920.910859 = -1897582.300807
  nChanged 7
		SP:Iteration 26Q (26591.180000 sec): 3 clusters
  Score: Raw -1908506.975991 + Penalty 10920.910859 = -1897586.065132
  nChanged 0
		SP:Iteration 27F (26591.230000 sec): 3 clusters
  Score: Raw -1908506.975991 + Penalty 10920.910859 = -1897586.065132
  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 23.77 GB.

 Trying to split cluster 24 (1590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26591.260000 sec): 2 clusters
  Score: Raw -415571.511461 + Penalty 4515.037193 = -411056.474268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26591.270000 sec): 3 clusters
  Score: Raw -415478.144788 + Penalty 9030.074387 = -406448.070401
  nChanged 341
		SP:Iteration 1F (26591.280000 sec): 3 clusters
  Score: Raw -416258.844989 + Penalty 9030.074387 = -407228.770602
  nChanged 118
		SP:Iteration 2F (26591.300000 sec): 3 clusters
  Score: Raw -417533.647669 + Penalty 9030.074387 = -408503.573283
  nChanged 130
		SP:Iteration 3F (26591.310000 sec): 3 clusters
  Score: Raw -419032.190178 + Penalty 9030.074387 = -410002.115791
  nChanged 153
		SP:Iteration 4F (26591.320000 sec): 3 clusters
  Score: Raw -419472.791068 + Penalty 9030.074387 = -410442.716681
  nChanged 83
		SP:Iteration 5F (26591.330000 sec): 3 clusters
  Score: Raw -419731.088358 + Penalty 9030.074387 = -410701.013971
  nChanged 66
		SP:Iteration 6Q (26591.340000 sec): 3 clusters
  Score: Raw -419928.993546 + Penalty 9030.074387 = -410898.919159
  nChanged 45
		SP:Iteration 7Q (26591.350000 sec): 3 clusters
  Score: Raw -420068.432372 + Penalty 9030.074387 = -411038.357985
  nChanged 23
		SP:Iteration 8Q (26591.360000 sec): 3 clusters
  Score: Raw -420144.627521 + Penalty 9030.074387 = -411114.553134
  nChanged 8
		SP:Iteration 9Q (26591.370000 sec): 3 clusters
  Score: Raw -420172.427968 + Penalty 9030.074387 = -411142.353582
  nChanged 3
		SP:Iteration 10Q (26591.380000 sec): 3 clusters
  Score: Raw -420179.769899 + Penalty 9030.074387 = -411149.695513
  nChanged 2
		SP:Iteration 11Q (26591.380000 sec): 3 clusters
  Score: Raw -420184.258307 + Penalty 9030.074387 = -411154.183920
  nChanged 2
		SP:Iteration 12Q (26591.390000 sec): 3 clusters
  Score: Raw -420188.313305 + Penalty 9030.074387 = -411158.238918
  nChanged 1
		SP:Iteration 13Q (26591.400000 sec): 3 clusters
  Score: Raw -420191.031387 + Penalty 9030.074387 = -411160.957000
  nChanged 1
		SP:Iteration 14Q (26591.410000 sec): 3 clusters
  Score: Raw -420193.183901 + Penalty 9030.074387 = -411163.109514
  nChanged 2
		SP:Iteration 15Q (26591.420000 sec): 3 clusters
  Score: Raw -420197.182045 + Penalty 9030.074387 = -411167.107658
  nChanged 1
		SP:Iteration 16Q (26591.430000 sec): 3 clusters
  Score: Raw -420199.687126 + Penalty 9030.074387 = -411169.612739
  nChanged 0
		SP:Iteration 17F (26591.440000 sec): 3 clusters
  Score: Raw -420199.687126 + Penalty 9030.074387 = -411169.612739
  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 23.77 GB.

 Trying to split cluster 25 (78221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26591.970000 sec): 2 clusters
  Score: Raw -20712088.082010 + Penalty 6901.217228 = -20705186.864782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26592.570000 sec): 3 clusters
  Score: Raw -20664903.803838 + Penalty 13802.434455 = -20651101.369383
  nChanged 35531
		SP:Iteration 1F (26593.170000 sec): 3 clusters
  Score: Raw -20684334.290372 + Penalty 13802.434455 = -20670531.855917
  nChanged 3701
		SP:Iteration 2Q (26593.780000 sec): 3 clusters
  Score: Raw -20685711.233193 + Penalty 13802.434455 = -20671908.798738
  nChanged 3790
		SP:Iteration 3Q (26594.380000 sec): 3 clusters
  Score: Raw -20687410.245558 + Penalty 13802.434455 = -20673607.811103
  nChanged 4239
		SP:Iteration 4F (26594.980000 sec): 3 clusters
  Score: Raw -20689821.874790 + Penalty 13802.434455 = -20676019.440335
  nChanged 5006
		SP:Iteration 5F (26595.580000 sec): 3 clusters
  Score: Raw -20693287.149216 + Penalty 13802.434455 = -20679484.714760
  nChanged 5755
		SP:Iteration 6F (26596.180000 sec): 3 clusters
  Score: Raw -20697401.827605 + Penalty 13802.434455 = -20683599.393150
  nChanged 5583
		SP:Iteration 7F (26596.770000 sec): 3 clusters
  Score: Raw -20701070.015999 + Penalty 13802.434455 = -20687267.581544
  nChanged 4660
		SP:Iteration 8F (26597.360000 sec): 3 clusters
  Score: Raw -20703700.557819 + Penalty 13802.434455 = -20689898.123364
  nChanged 3612
		SP:Iteration 9Q (26597.960000 sec): 3 clusters
  Score: Raw -20705395.858306 + Penalty 13802.434455 = -20691593.423851
  nChanged 2652
		SP:Iteration 10Q (26598.560000 sec): 3 clusters
  Score: Raw -20706481.437587 + Penalty 13802.434455 = -20692679.003132
  nChanged 2047
		SP:Iteration 11Q (26599.160000 sec): 3 clusters
  Score: Raw -20707259.640091 + Penalty 13802.434455 = -20693457.205636
  nChanged 1709
		SP:Iteration 12Q (26599.750000 sec): 3 clusters
  Score: Raw -20707955.099074 + Penalty 13802.434455 = -20694152.664619
  nChanged 1577
		SP:Iteration 13Q (26600.350000 sec): 3 clusters
  Score: Raw -20708648.266789 + Penalty 13802.434455 = -20694845.832334
  nChanged 1483
		SP:Iteration 14Q (26600.940000 sec): 3 clusters
  Score: Raw -20709328.278690 + Penalty 13802.434455 = -20695525.844235
  nChanged 1408
		SP:Iteration 15Q (26601.530000 sec): 3 clusters
  Score: Raw -20710022.533990 + Penalty 13802.434455 = -20696220.099535
  nChanged 1363
		SP:Iteration 16Q (26602.120000 sec): 3 clusters
  Score: Raw -20710729.689094 + Penalty 13802.434455 = -20696927.254639
  nChanged 1296
		SP:Iteration 17Q (26602.690000 sec): 3 clusters
  Score: Raw -20711395.693140 + Penalty 13802.434455 = -20697593.258685
  nChanged 1183
		SP:Iteration 18Q (26603.260000 sec): 3 clusters
  Score: Raw -20711981.906592 + Penalty 13802.434455 = -20698179.472137
  nChanged 1061
		SP:Iteration 19Q (26603.800000 sec): 3 clusters
  Score: Raw -20712513.029322 + Penalty 13802.434455 = -20698710.594867
  nChanged 987
		SP:Iteration 20F (26604.400000 sec): 3 clusters
  Score: Raw -20712969.738215 + Penalty 13802.434455 = -20699167.303760
  nChanged 826
		SP:Iteration 21Q (26604.930000 sec): 3 clusters
  Score: Raw -20713336.517162 + Penalty 13802.434455 = -20699534.082707
  nChanged 699
		SP:Iteration 22Q (26605.450000 sec): 3 clusters
  Score: Raw -20713614.997821 + Penalty 13802.434455 = -20699812.563366
  nChanged 641
		SP:Iteration 23Q (26605.960000 sec): 3 clusters
  Score: Raw -20713853.235400 + Penalty 13802.434455 = -20700050.800945
  nChanged 543
		SP:Iteration 24Q (26606.470000 sec): 3 clusters
  Score: Raw -20714046.498668 + Penalty 13802.434455 = -20700244.064213
  nChanged 469
		SP:Iteration 25Q (26606.960000 sec): 3 clusters
  Score: Raw -20714215.592089 + Penalty 13802.434455 = -20700413.157634
  nChanged 416
		SP:Iteration 26Q (26607.460000 sec): 3 clusters
  Score: Raw -20714357.609236 + Penalty 13802.434455 = -20700555.174781
  nChanged 377
		SP:Iteration 27Q (26607.940000 sec): 3 clusters
  Score: Raw -20714479.298908 + Penalty 13802.434455 = -20700676.864453
  nChanged 332
		SP:Iteration 28Q (26608.430000 sec): 3 clusters
  Score: Raw -20714585.647290 + Penalty 13802.434455 = -20700783.212835
  nChanged 275
		SP:Iteration 29Q (26608.910000 sec): 3 clusters
  Score: Raw -20714674.968096 + Penalty 13802.434455 = -20700872.533641
  nChanged 242
		SP:Iteration 30Q (26609.390000 sec): 3 clusters
  Score: Raw -20714749.802530 + Penalty 13802.434455 = -20700947.368075
  nChanged 224
		SP:Iteration 31Q (26609.880000 sec): 3 clusters
  Score: Raw -20714813.773933 + Penalty 13802.434455 = -20701011.339478
  nChanged 196
		SP:Iteration 32Q (26610.350000 sec): 3 clusters
  Score: Raw -20714868.585535 + Penalty 13802.434455 = -20701066.151080
  nChanged 168
		SP:Iteration 33Q (26610.830000 sec): 3 clusters
  Score: Raw -20714914.538566 + Penalty 13802.434455 = -20701112.104111
  nChanged 164
		SP:Iteration 34Q (26611.310000 sec): 3 clusters
  Score: Raw -20714961.935601 + Penalty 13802.434455 = -20701159.501146
  nChanged 143
		SP:Iteration 35Q (26611.790000 sec): 3 clusters
  Score: Raw -20715003.792173 + Penalty 13802.434455 = -20701201.357718
  nChanged 141
		SP:Iteration 36Q (26612.260000 sec): 3 clusters
  Score: Raw -20715044.415637 + Penalty 13802.434455 = -20701241.981182
  nChanged 143
		SP:Iteration 37Q (26612.730000 sec): 3 clusters
  Score: Raw -20715087.212552 + Penalty 13802.434455 = -20701284.778097
  nChanged 119
		SP:Iteration 38Q (26613.200000 sec): 3 clusters
  Score: Raw -20715123.372901 + Penalty 13802.434455 = -20701320.938446
  nChanged 134
		SP:Iteration 39Q (26613.670000 sec): 3 clusters
  Score: Raw -20715163.322571 + Penalty 13802.434455 = -20701360.888116
  nChanged 118
		SP:Iteration 40F (26614.270000 sec): 3 clusters
  Score: Raw -20715203.791709 + Penalty 13802.434455 = -20701401.357254
  nChanged 120
		SP:Iteration 41Q (26614.730000 sec): 3 clusters
  Score: Raw -20715251.133442 + Penalty 13802.434455 = -20701448.698987
  nChanged 112
		SP:Iteration 42Q (26615.200000 sec): 3 clusters
  Score: Raw -20715295.019219 + Penalty 13802.434455 = -20701492.584764
  nChanged 117
		SP:Iteration 43Q (26615.660000 sec): 3 clusters
  Score: Raw -20715339.357516 + Penalty 13802.434455 = -20701536.923061
  nChanged 121
		SP:Iteration 44Q (26616.120000 sec): 3 clusters
  Score: Raw -20715391.679953 + Penalty 13802.434455 = -20701589.245498
  nChanged 126
		SP:Iteration 45Q (26616.570000 sec): 3 clusters
  Score: Raw -20715445.462849 + Penalty 13802.434455 = -20701643.028394
  nChanged 118
		SP:Iteration 46Q (26617.030000 sec): 3 clusters
  Score: Raw -20715503.251617 + Penalty 13802.434455 = -20701700.817162
  nChanged 130
		SP:Iteration 47Q (26617.480000 sec): 3 clusters
  Score: Raw -20715574.892378 + Penalty 13802.434455 = -20701772.457923
  nChanged 133
		SP:Iteration 48Q (26617.930000 sec): 3 clusters
  Score: Raw -20715655.402609 + Penalty 13802.434455 = -20701852.968154
  nChanged 141
		SP:Iteration 49Q (26618.370000 sec): 3 clusters
  Score: Raw -20715738.506706 + Penalty 13802.434455 = -20701936.072250
  nChanged 130
		SP:Iteration 50Q (26618.810000 sec): 3 clusters
  Score: Raw -20715834.599464 + Penalty 13802.434455 = -20702032.165009
  nChanged 144
		SP:Iteration 51Q (26619.260000 sec): 3 clusters
  Score: Raw -20715926.830533 + Penalty 13802.434455 = -20702124.396078
  nChanged 117
		SP:Iteration 52Q (26619.690000 sec): 3 clusters
  Score: Raw -20715987.566690 + Penalty 13802.434455 = -20702185.132235
  nChanged 105
		SP:Iteration 53Q (26620.130000 sec): 3 clusters
  Score: Raw -20716038.485896 + Penalty 13802.434455 = -20702236.051441
  nChanged 69
		SP:Iteration 54Q (26620.570000 sec): 3 clusters
  Score: Raw -20716068.460638 + Penalty 13802.434455 = -20702266.026183
  nChanged 62
		SP:Iteration 55Q (26621.000000 sec): 3 clusters
  Score: Raw -20716097.751069 + Penalty 13802.434455 = -20702295.316614
  nChanged 62
		SP:Iteration 56Q (26621.430000 sec): 3 clusters
  Score: Raw -20716124.445632 + Penalty 13802.434455 = -20702322.011177
  nChanged 41
		SP:Iteration 57Q (26621.860000 sec): 3 clusters
  Score: Raw -20716141.784759 + Penalty 13802.434455 = -20702339.350304
  nChanged 44
		SP:Iteration 58Q (26622.290000 sec): 3 clusters
  Score: Raw -20716163.107033 + Penalty 13802.434455 = -20702360.672578
  nChanged 53
		SP:Iteration 59Q (26622.720000 sec): 3 clusters
  Score: Raw -20716189.264580 + Penalty 13802.434455 = -20702386.830124
  nChanged 38
		SP:Iteration 60F (26623.320000 sec): 3 clusters
  Score: Raw -20716206.681760 + Penalty 13802.434455 = -20702404.247305
  nChanged 40
		SP:Iteration 61Q (26623.750000 sec): 3 clusters
  Score: Raw -20716222.789909 + Penalty 13802.434455 = -20702420.355454
  nChanged 27
		SP:Iteration 62Q (26624.180000 sec): 3 clusters
  Score: Raw -20716231.372291 + Penalty 13802.434455 = -20702428.937836
  nChanged 18
		SP:Iteration 63Q (26624.610000 sec): 3 clusters
  Score: Raw -20716236.570794 + Penalty 13802.434455 = -20702434.136339
  nChanged 13
		SP:Iteration 64Q (26625.050000 sec): 3 clusters
  Score: Raw -20716240.605429 + Penalty 13802.434455 = -20702438.170974
  nChanged 11
		SP:Iteration 65Q (26625.470000 sec): 3 clusters
  Score: Raw -20716243.906611 + Penalty 13802.434455 = -20702441.472156
  nChanged 6
		SP:Iteration 66Q (26625.900000 sec): 3 clusters
  Score: Raw -20716245.813803 + Penalty 13802.434455 = -20702443.379348
  nChanged 3
		SP:Iteration 67Q (26626.330000 sec): 3 clusters
  Score: Raw -20716246.667572 + Penalty 13802.434455 = -20702444.233117
  nChanged 7
		SP:Iteration 68Q (26626.760000 sec): 3 clusters
  Score: Raw -20716248.101002 + Penalty 13802.434455 = -20702445.666547
  nChanged 6
		SP:Iteration 69Q (26627.190000 sec): 3 clusters
  Score: Raw -20716249.950612 + Penalty 13802.434455 = -20702447.516157
  nChanged 3
		SP:Iteration 70Q (26627.610000 sec): 3 clusters
  Score: Raw -20716250.764034 + Penalty 13802.434455 = -20702448.329579
  nChanged 4
		SP:Iteration 71Q (26628.040000 sec): 3 clusters
  Score: Raw -20716251.813525 + Penalty 13802.434455 = -20702449.379070
  nChanged 0
		SP:Iteration 72F (26628.640000 sec): 3 clusters
  Score: Raw -20716251.813525 + Penalty 13802.434455 = -20702449.379070
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (2849 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26628.710000 sec): 2 clusters
  Score: Raw -709982.765441 + Penalty 4872.268042 = -705110.497398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26628.730000 sec): 3 clusters
  Score: Raw -709557.202441 + Penalty 9744.536085 = -699812.666356
  nChanged 785
		SP:Iteration 1F (26628.750000 sec): 3 clusters
  Score: Raw -710847.626755 + Penalty 9744.536085 = -701103.090671
  nChanged 360
		SP:Iteration 2F (26628.770000 sec): 3 clusters
  Score: Raw -712482.494127 + Penalty 9744.536085 = -702737.958042
  nChanged 394
		SP:Iteration 3F (26628.790000 sec): 3 clusters
  Score: Raw -714265.596513 + Penalty 9744.536085 = -704521.060428
  nChanged 305
		SP:Iteration 4F (26628.810000 sec): 3 clusters
  Score: Raw -715529.397465 + Penalty 9744.536085 = -705784.861380
  nChanged 176
		SP:Iteration 5F (26628.830000 sec): 3 clusters
  Score: Raw -716334.223436 + Penalty 9744.536085 = -706589.687351
  nChanged 93
		SP:Iteration 6Q (26628.850000 sec): 3 clusters
  Score: Raw -716596.171628 + Penalty 9744.536085 = -706851.635543
  nChanged 47
		SP:Iteration 7Q (26628.870000 sec): 3 clusters
  Score: Raw -716724.881591 + Penalty 9744.536085 = -706980.345506
  nChanged 22
		SP:Iteration 8Q (26628.880000 sec): 3 clusters
  Score: Raw -716786.611329 + Penalty 9744.536085 = -707042.075244
  nChanged 14
		SP:Iteration 9Q (26628.900000 sec): 3 clusters
  Score: Raw -716827.571446 + Penalty 9744.536085 = -707083.035361
  nChanged 8
		SP:Iteration 10Q (26628.910000 sec): 3 clusters
  Score: Raw -716852.395190 + Penalty 9744.536085 = -707107.859105
  nChanged 6
		SP:Iteration 11Q (26628.930000 sec): 3 clusters
  Score: Raw -716860.912421 + Penalty 9744.536085 = -707116.376336
  nChanged 6
		SP:Iteration 12Q (26628.950000 sec): 3 clusters
  Score: Raw -716866.952413 + Penalty 9744.536085 = -707122.416329
  nChanged 1
		SP:Iteration 13Q (26628.960000 sec): 3 clusters
  Score: Raw -716867.854817 + Penalty 9744.536085 = -707123.318732
  nChanged 1
		SP:Iteration 14Q (26628.980000 sec): 3 clusters
  Score: Raw -716868.619341 + Penalty 9744.536085 = -707124.083256
  nChanged 1
		SP:Iteration 15Q (26628.990000 sec): 3 clusters
  Score: Raw -716869.765591 + Penalty 9744.536085 = -707125.229507
  nChanged 0
		SP:Iteration 16F (26629.010000 sec): 3 clusters
  Score: Raw -716869.765591 + Penalty 9744.536085 = -707125.229507
  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 23.77 GB.

 Trying to split cluster 27 (11979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26629.100000 sec): 2 clusters
  Score: Raw -3058595.008068 + Penalty 5751.932617 = -3052843.075451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26629.190000 sec): 3 clusters
  Score: Raw -3052957.620081 + Penalty 11503.865235 = -3041453.754846
  nChanged 4494
		SP:Iteration 1F (26629.270000 sec): 3 clusters
  Score: Raw -3055760.910625 + Penalty 11503.865235 = -3044257.045391
  nChanged 957
		SP:Iteration 2F (26629.360000 sec): 3 clusters
  Score: Raw -3056555.960225 + Penalty 11503.865235 = -3045052.094991
  nChanged 761
		SP:Iteration 3F (26629.440000 sec): 3 clusters
  Score: Raw -3057225.146649 + Penalty 11503.865235 = -3045721.281414
  nChanged 674
		SP:Iteration 4F (26629.530000 sec): 3 clusters
  Score: Raw -3057793.632991 + Penalty 11503.865235 = -3046289.767757
  nChanged 625
		SP:Iteration 5F (26629.620000 sec): 3 clusters
  Score: Raw -3058260.924151 + Penalty 11503.865235 = -3046757.058916
  nChanged 501
		SP:Iteration 6Q (26629.710000 sec): 3 clusters
  Score: Raw -3058609.221386 + Penalty 11503.865235 = -3047105.356152
  nChanged 398
		SP:Iteration 7Q (26629.800000 sec): 3 clusters
  Score: Raw -3058898.258649 + Penalty 11503.865235 = -3047394.393414
  nChanged 356
		SP:Iteration 8Q (26629.890000 sec): 3 clusters
  Score: Raw -3059150.195381 + Penalty 11503.865235 = -3047646.330147
  nChanged 337
		SP:Iteration 9Q (26629.970000 sec): 3 clusters
  Score: Raw -3059364.570630 + Penalty 11503.865235 = -3047860.705395
  nChanged 277
		SP:Iteration 10Q (26630.060000 sec): 3 clusters
  Score: Raw -3059536.800347 + Penalty 11503.865235 = -3048032.935112
  nChanged 242
		SP:Iteration 11Q (26630.140000 sec): 3 clusters
  Score: Raw -3059672.428838 + Penalty 11503.865235 = -3048168.563603
  nChanged 205
		SP:Iteration 12Q (26630.230000 sec): 3 clusters
  Score: Raw -3059777.640951 + Penalty 11503.865235 = -3048273.775716
  nChanged 180
		SP:Iteration 13Q (26630.310000 sec): 3 clusters
  Score: Raw -3059853.523309 + Penalty 11503.865235 = -3048349.658074
  nChanged 128
		SP:Iteration 14Q (26630.400000 sec): 3 clusters
  Score: Raw -3059908.005381 + Penalty 11503.865235 = -3048404.140146
  nChanged 85
		SP:Iteration 15Q (26630.490000 sec): 3 clusters
  Score: Raw -3059942.621765 + Penalty 11503.865235 = -3048438.756531
  nChanged 76
		SP:Iteration 16Q (26630.570000 sec): 3 clusters
  Score: Raw -3059972.996013 + Penalty 11503.865235 = -3048469.130778
  nChanged 90
		SP:Iteration 17Q (26630.650000 sec): 3 clusters
  Score: Raw -3060004.855583 + Penalty 11503.865235 = -3048500.990348
  nChanged 70
		SP:Iteration 18Q (26630.740000 sec): 3 clusters
  Score: Raw -3060031.536200 + Penalty 11503.865235 = -3048527.670965
  nChanged 49
		SP:Iteration 19Q (26630.830000 sec): 3 clusters
  Score: Raw -3060049.005494 + Penalty 11503.865235 = -3048545.140259
  nChanged 51
		SP:Iteration 20F (26630.910000 sec): 3 clusters
  Score: Raw -3060068.635678 + Penalty 11503.865235 = -3048564.770443
  nChanged 58
		SP:Iteration 21Q (26631.000000 sec): 3 clusters
  Score: Raw -3060090.278152 + Penalty 11503.865235 = -3048586.412917
  nChanged 52
		SP:Iteration 22Q (26631.080000 sec): 3 clusters
  Score: Raw -3060107.586222 + Penalty 11503.865235 = -3048603.720987
  nChanged 39
		SP:Iteration 23Q (26631.170000 sec): 3 clusters
  Score: Raw -3060118.304233 + Penalty 11503.865235 = -3048614.438998
  nChanged 38
		SP:Iteration 24Q (26631.250000 sec): 3 clusters
  Score: Raw -3060131.024494 + Penalty 11503.865235 = -3048627.159259
  nChanged 32
		SP:Iteration 25Q (26631.340000 sec): 3 clusters
  Score: Raw -3060140.930108 + Penalty 11503.865235 = -3048637.064874
  nChanged 26
		SP:Iteration 26Q (26631.420000 sec): 3 clusters
  Score: Raw -3060148.510644 + Penalty 11503.865235 = -3048644.645409
  nChanged 29
		SP:Iteration 27Q (26631.510000 sec): 3 clusters
  Score: Raw -3060157.220954 + Penalty 11503.865235 = -3048653.355719
  nChanged 30
		SP:Iteration 28Q (26631.590000 sec): 3 clusters
  Score: Raw -3060167.281012 + Penalty 11503.865235 = -3048663.415777
  nChanged 26
		SP:Iteration 29Q (26631.670000 sec): 3 clusters
  Score: Raw -3060174.743644 + Penalty 11503.865235 = -3048670.878409
  nChanged 24
		SP:Iteration 30Q (26631.760000 sec): 3 clusters
  Score: Raw -3060181.703683 + Penalty 11503.865235 = -3048677.838449
  nChanged 20
		SP:Iteration 31Q (26631.840000 sec): 3 clusters
  Score: Raw -3060187.622181 + Penalty 11503.865235 = -3048683.756946
  nChanged 17
		SP:Iteration 32Q (26631.930000 sec): 3 clusters
  Score: Raw -3060191.912353 + Penalty 11503.865235 = -3048688.047118
  nChanged 12
		SP:Iteration 33Q (26632.010000 sec): 3 clusters
  Score: Raw -3060195.689368 + Penalty 11503.865235 = -3048691.824133
  nChanged 14
		SP:Iteration 34Q (26632.090000 sec): 3 clusters
  Score: Raw -3060200.855578 + Penalty 11503.865235 = -3048696.990343
  nChanged 14
		SP:Iteration 35Q (26632.180000 sec): 3 clusters
  Score: Raw -3060205.508231 + Penalty 11503.865235 = -3048701.642997
  nChanged 12
		SP:Iteration 36Q (26632.260000 sec): 3 clusters
  Score: Raw -3060208.450063 + Penalty 11503.865235 = -3048704.584828
  nChanged 9
		SP:Iteration 37Q (26632.350000 sec): 3 clusters
  Score: Raw -3060210.454536 + Penalty 11503.865235 = -3048706.589302
  nChanged 6
		SP:Iteration 38Q (26632.430000 sec): 3 clusters
  Score: Raw -3060212.343956 + Penalty 11503.865235 = -3048708.478721
  nChanged 4
		SP:Iteration 39Q (26632.510000 sec): 3 clusters
  Score: Raw -3060213.401127 + Penalty 11503.865235 = -3048709.535892
  nChanged 1
		SP:Iteration 40F (26632.600000 sec): 3 clusters
  Score: Raw -3060213.593785 + Penalty 11503.865235 = -3048709.728550
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (19521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26632.730000 sec): 2 clusters
  Score: Raw -5004598.310685 + Penalty 6051.038229 = -4998547.272456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26632.880000 sec): 3 clusters
  Score: Raw -4994410.673535 + Penalty 12102.076458 = -4982308.597077
  nChanged 7969
		SP:Iteration 1F (26633.030000 sec): 3 clusters
  Score: Raw -4999456.222965 + Penalty 12102.076458 = -4987354.146507
  nChanged 1842
		SP:Iteration 2F (26633.170000 sec): 3 clusters
  Score: Raw -5002374.279093 + Penalty 12102.076458 = -4990272.202635
  nChanged 2229
		SP:Iteration 3F (26633.320000 sec): 3 clusters
  Score: Raw -5007407.711568 + Penalty 12102.076458 = -4995305.635110
  nChanged 2528
		SP:Iteration 4F (26633.460000 sec): 3 clusters
  Score: Raw -5011892.445133 + Penalty 12102.076458 = -4999790.368675
  nChanged 1901
		SP:Iteration 5F (26633.610000 sec): 3 clusters
  Score: Raw -5014201.409287 + Penalty 12102.076458 = -5002099.332829
  nChanged 976
		SP:Iteration 6Q (26633.740000 sec): 3 clusters
  Score: Raw -5014986.486431 + Penalty 12102.076458 = -5002884.409973
  nChanged 467
		SP:Iteration 7Q (26633.870000 sec): 3 clusters
  Score: Raw -5015207.995439 + Penalty 12102.076458 = -5003105.918981
  nChanged 205
		SP:Iteration 8Q (26634.010000 sec): 3 clusters
  Score: Raw -5015272.398695 + Penalty 12102.076458 = -5003170.322237
  nChanged 108
		SP:Iteration 9Q (26634.140000 sec): 3 clusters
  Score: Raw -5015301.840150 + Penalty 12102.076458 = -5003199.763692
  nChanged 73
		SP:Iteration 10Q (26634.270000 sec): 3 clusters
  Score: Raw -5015319.496288 + Penalty 12102.076458 = -5003217.419830
  nChanged 41
		SP:Iteration 11Q (26634.400000 sec): 3 clusters
  Score: Raw -5015328.132822 + Penalty 12102.076458 = -5003226.056364
  nChanged 24
		SP:Iteration 12Q (26634.530000 sec): 3 clusters
  Score: Raw -5015333.012856 + Penalty 12102.076458 = -5003230.936398
  nChanged 21
		SP:Iteration 13Q (26634.660000 sec): 3 clusters
  Score: Raw -5015337.675424 + Penalty 12102.076458 = -5003235.598966
  nChanged 19
		SP:Iteration 14Q (26634.790000 sec): 3 clusters
  Score: Raw -5015341.415146 + Penalty 12102.076458 = -5003239.338688
  nChanged 11
		SP:Iteration 15Q (26634.930000 sec): 3 clusters
  Score: Raw -5015342.926517 + Penalty 12102.076458 = -5003240.850059
  nChanged 10
		SP:Iteration 16Q (26635.050000 sec): 3 clusters
  Score: Raw -5015345.223050 + Penalty 12102.076458 = -5003243.146592
  nChanged 13
		SP:Iteration 17Q (26635.190000 sec): 3 clusters
  Score: Raw -5015347.915779 + Penalty 12102.076458 = -5003245.839321
  nChanged 12
		SP:Iteration 18Q (26635.320000 sec): 3 clusters
  Score: Raw -5015349.808739 + Penalty 12102.076458 = -5003247.732281
  nChanged 5
		SP:Iteration 19Q (26635.450000 sec): 3 clusters
  Score: Raw -5015350.717048 + Penalty 12102.076458 = -5003248.640590
  nChanged 5
		SP:Iteration 20F (26635.590000 sec): 3 clusters
  Score: Raw -5015351.337227 + Penalty 12102.076458 = -5003249.260769
  nChanged 5
		SP:Iteration 21Q (26635.730000 sec): 3 clusters
  Score: Raw -5015351.964436 + Penalty 12102.076458 = -5003249.887978
  nChanged 0
		SP:Iteration 22F (26635.870000 sec): 3 clusters
  Score: Raw -5015351.964436 + Penalty 12102.076458 = -5003249.887978
  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 23.77 GB.

 Trying to split cluster 29 (75211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26636.370000 sec): 2 clusters
  Score: Raw -20001317.356350 + Penalty 6877.182325 = -19994440.174025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26636.940000 sec): 3 clusters
  Score: Raw -19956336.399023 + Penalty 13754.364650 = -19942582.034372
  nChanged 33821
		SP:Iteration 1F (26637.510000 sec): 3 clusters
  Score: Raw -19974876.284594 + Penalty 13754.364650 = -19961121.919944
  nChanged 3498
		SP:Iteration 2Q (26638.090000 sec): 3 clusters
  Score: Raw -19976001.275443 + Penalty 13754.364650 = -19962246.910792
  nChanged 3057
		SP:Iteration 3Q (26638.670000 sec): 3 clusters
  Score: Raw -19976990.589710 + Penalty 13754.364650 = -19963236.225060
  nChanged 2948
		SP:Iteration 4Q (26639.250000 sec): 3 clusters
  Score: Raw -19978040.520263 + Penalty 13754.364650 = -19964286.155613
  nChanged 3044
		SP:Iteration 5Q (26639.820000 sec): 3 clusters
  Score: Raw -19979281.781902 + Penalty 13754.364650 = -19965527.417252
  nChanged 3322
		SP:Iteration 6Q (26640.400000 sec): 3 clusters
  Score: Raw -19980913.880252 + Penalty 13754.364650 = -19967159.515602
  nChanged 3762
		SP:Iteration 7F (26640.970000 sec): 3 clusters
  Score: Raw -19983121.943333 + Penalty 13754.364650 = -19969367.578682
  nChanged 4303
		SP:Iteration 8F (26641.540000 sec): 3 clusters
  Score: Raw -19986296.410680 + Penalty 13754.364650 = -19972542.046030
  nChanged 4810
		SP:Iteration 9F (26642.110000 sec): 3 clusters
  Score: Raw -19990223.115338 + Penalty 13754.364650 = -19976468.750688
  nChanged 4700
		SP:Iteration 10F (26642.690000 sec): 3 clusters
  Score: Raw -19993709.660004 + Penalty 13754.364650 = -19979955.295353
  nChanged 4063
		SP:Iteration 11F (26643.260000 sec): 3 clusters
  Score: Raw -19996071.438882 + Penalty 13754.364650 = -19982317.074232
  nChanged 3298
		SP:Iteration 12Q (26643.820000 sec): 3 clusters
  Score: Raw -19997597.182692 + Penalty 13754.364650 = -19983842.818042
  nChanged 2529
		SP:Iteration 13Q (26644.380000 sec): 3 clusters
  Score: Raw -19998620.780767 + Penalty 13754.364650 = -19984866.416117
  nChanged 2165
		SP:Iteration 14Q (26644.930000 sec): 3 clusters
  Score: Raw -19999473.431762 + Penalty 13754.364650 = -19985719.067111
  nChanged 1917
		SP:Iteration 15Q (26645.490000 sec): 3 clusters
  Score: Raw -20000231.768706 + Penalty 13754.364650 = -19986477.404056
  nChanged 1734
		SP:Iteration 16Q (26646.030000 sec): 3 clusters
  Score: Raw -20001018.454260 + Penalty 13754.364650 = -19987264.089610
  nChanged 1764
		SP:Iteration 17Q (26646.580000 sec): 3 clusters
  Score: Raw -20001921.961790 + Penalty 13754.364650 = -19988167.597140
  nChanged 1770
		SP:Iteration 18Q (26647.130000 sec): 3 clusters
  Score: Raw -20003035.308429 + Penalty 13754.364650 = -19989280.943779
  nChanged 1916
		SP:Iteration 19Q (26647.680000 sec): 3 clusters
  Score: Raw -20004363.128260 + Penalty 13754.364650 = -19990608.763610
  nChanged 1919
		SP:Iteration 20F (26648.260000 sec): 3 clusters
  Score: Raw -20005716.306618 + Penalty 13754.364650 = -19991961.941967
  nChanged 1755
		SP:Iteration 21Q (26648.820000 sec): 3 clusters
  Score: Raw -20006945.182735 + Penalty 13754.364650 = -19993190.818085
  nChanged 1605
		SP:Iteration 22Q (26649.350000 sec): 3 clusters
  Score: Raw -20008019.008952 + Penalty 13754.364650 = -19994264.644302
  nChanged 1388
		SP:Iteration 23Q (26649.880000 sec): 3 clusters
  Score: Raw -20008866.039279 + Penalty 13754.364650 = -19995111.674628
  nChanged 1181
		SP:Iteration 24Q (26650.400000 sec): 3 clusters
  Score: Raw -20009503.034778 + Penalty 13754.364650 = -19995748.670128
  nChanged 962
		SP:Iteration 25Q (26650.900000 sec): 3 clusters
  Score: Raw -20009957.662722 + Penalty 13754.364650 = -19996203.298071
  nChanged 770
		SP:Iteration 26Q (26651.380000 sec): 3 clusters
  Score: Raw -20010274.287718 + Penalty 13754.364650 = -19996519.923068
  nChanged 632
		SP:Iteration 27Q (26651.870000 sec): 3 clusters
  Score: Raw -20010501.750430 + Penalty 13754.364650 = -19996747.385780
  nChanged 505
		SP:Iteration 28Q (26652.350000 sec): 3 clusters
  Score: Raw -20010659.486760 + Penalty 13754.364650 = -19996905.122110
  nChanged 422
		SP:Iteration 29Q (26652.820000 sec): 3 clusters
  Score: Raw -20010776.032977 + Penalty 13754.364650 = -19997021.668327
  nChanged 337
		SP:Iteration 30Q (26653.300000 sec): 3 clusters
  Score: Raw -20010855.285969 + Penalty 13754.364650 = -19997100.921319
  nChanged 277
		SP:Iteration 31Q (26653.760000 sec): 3 clusters
  Score: Raw -20010911.762136 + Penalty 13754.364650 = -19997157.397485
  nChanged 230
		SP:Iteration 32Q (26654.230000 sec): 3 clusters
  Score: Raw -20010956.364034 + Penalty 13754.364650 = -19997201.999383
  nChanged 193
		SP:Iteration 33Q (26654.700000 sec): 3 clusters
  Score: Raw -20010994.803264 + Penalty 13754.364650 = -19997240.438614
  nChanged 198
		SP:Iteration 34Q (26655.170000 sec): 3 clusters
  Score: Raw -20011034.067718 + Penalty 13754.364650 = -19997279.703067
  nChanged 177
		SP:Iteration 35Q (26655.630000 sec): 3 clusters
  Score: Raw -20011068.445482 + Penalty 13754.364650 = -19997314.080832
  nChanged 187
		SP:Iteration 36Q (26656.090000 sec): 3 clusters
  Score: Raw -20011106.404521 + Penalty 13754.364650 = -19997352.039871
  nChanged 165
		SP:Iteration 37Q (26656.550000 sec): 3 clusters
  Score: Raw -20011142.703811 + Penalty 13754.364650 = -19997388.339161
  nChanged 169
		SP:Iteration 38Q (26657.000000 sec): 3 clusters
  Score: Raw -20011174.909644 + Penalty 13754.364650 = -19997420.544993
  nChanged 143
		SP:Iteration 39Q (26657.470000 sec): 3 clusters
  Score: Raw -20011205.953361 + Penalty 13754.364650 = -19997451.588711
  nChanged 170
		SP:Iteration 40F (26658.040000 sec): 3 clusters
  Score: Raw -20011243.871276 + Penalty 13754.364650 = -19997489.506626
  nChanged 180
		SP:Iteration 41Q (26658.510000 sec): 3 clusters
  Score: Raw -20011278.547738 + Penalty 13754.364650 = -19997524.183088
  nChanged 139
		SP:Iteration 42Q (26658.970000 sec): 3 clusters
  Score: Raw -20011303.739203 + Penalty 13754.364650 = -19997549.374553
  nChanged 132
		SP:Iteration 43Q (26659.420000 sec): 3 clusters
  Score: Raw -20011325.941401 + Penalty 13754.364650 = -19997571.576751
  nChanged 104
		SP:Iteration 44Q (26659.880000 sec): 3 clusters
  Score: Raw -20011342.667976 + Penalty 13754.364650 = -19997588.303325
  nChanged 89
		SP:Iteration 45Q (26660.340000 sec): 3 clusters
  Score: Raw -20011354.299954 + Penalty 13754.364650 = -19997599.935303
  nChanged 67
		SP:Iteration 46Q (26660.800000 sec): 3 clusters
  Score: Raw -20011363.376482 + Penalty 13754.364650 = -19997609.011832
  nChanged 78
		SP:Iteration 47Q (26661.250000 sec): 3 clusters
  Score: Raw -20011374.864425 + Penalty 13754.364650 = -19997620.499774
  nChanged 89
		SP:Iteration 48Q (26661.710000 sec): 3 clusters
  Score: Raw -20011387.143514 + Penalty 13754.364650 = -19997632.778864
  nChanged 65
		SP:Iteration 49Q (26662.160000 sec): 3 clusters
  Score: Raw -20011396.416190 + Penalty 13754.364650 = -19997642.051540
  nChanged 63
		SP:Iteration 50Q (26662.610000 sec): 3 clusters
  Score: Raw -20011404.958487 + Penalty 13754.364650 = -19997650.593836
  nChanged 56
		SP:Iteration 51Q (26663.060000 sec): 3 clusters
  Score: Raw -20011413.795966 + Penalty 13754.364650 = -19997659.431316
  nChanged 49
		SP:Iteration 52Q (26663.510000 sec): 3 clusters
  Score: Raw -20011419.842763 + Penalty 13754.364650 = -19997665.478113
  nChanged 43
		SP:Iteration 53Q (26663.970000 sec): 3 clusters
  Score: Raw -20011424.573351 + Penalty 13754.364650 = -19997670.208701
  nChanged 44
		SP:Iteration 54Q (26664.420000 sec): 3 clusters
  Score: Raw -20011429.366722 + Penalty 13754.364650 = -19997675.002072
  nChanged 36
		SP:Iteration 55Q (26664.870000 sec): 3 clusters
  Score: Raw -20011433.196856 + Penalty 13754.364650 = -19997678.832206
  nChanged 39
		SP:Iteration 56Q (26665.330000 sec): 3 clusters
  Score: Raw -20011437.091058 + Penalty 13754.364650 = -19997682.726408
  nChanged 45
		SP:Iteration 57Q (26665.780000 sec): 3 clusters
  Score: Raw -20011442.200395 + Penalty 13754.364650 = -19997687.835745
  nChanged 54
		SP:Iteration 58Q (26666.230000 sec): 3 clusters
  Score: Raw -20011449.299620 + Penalty 13754.364650 = -19997694.934970
  nChanged 47
		SP:Iteration 59Q (26666.690000 sec): 3 clusters
  Score: Raw -20011455.331177 + Penalty 13754.364650 = -19997700.966526
  nChanged 59
		SP:Iteration 60F (26667.260000 sec): 3 clusters
  Score: Raw -20011464.013590 + Penalty 13754.364650 = -19997709.648940
  nChanged 71
		SP:Iteration 61Q (26667.710000 sec): 3 clusters
  Score: Raw -20011474.073115 + Penalty 13754.364650 = -19997719.708464
  nChanged 68
		SP:Iteration 62Q (26668.170000 sec): 3 clusters
  Score: Raw -20011484.134159 + Penalty 13754.364650 = -19997729.769508
  nChanged 73
		SP:Iteration 63Q (26668.630000 sec): 3 clusters
  Score: Raw -20011494.345867 + Penalty 13754.364650 = -19997739.981217
  nChanged 81
		SP:Iteration 64Q (26669.090000 sec): 3 clusters
  Score: Raw -20011506.273562 + Penalty 13754.364650 = -19997751.908912
  nChanged 89
		SP:Iteration 65Q (26669.560000 sec): 3 clusters
  Score: Raw -20011520.112749 + Penalty 13754.364650 = -19997765.748098
  nChanged 81
		SP:Iteration 66Q (26670.020000 sec): 3 clusters
  Score: Raw -20011533.027392 + Penalty 13754.364650 = -19997778.662742
  nChanged 97
		SP:Iteration 67Q (26670.470000 sec): 3 clusters
  Score: Raw -20011550.645126 + Penalty 13754.364650 = -19997796.280476
  nChanged 97
		SP:Iteration 68Q (26670.930000 sec): 3 clusters
  Score: Raw -20011568.738141 + Penalty 13754.364650 = -19997814.373491
  nChanged 90
		SP:Iteration 69Q (26671.380000 sec): 3 clusters
  Score: Raw -20011588.163054 + Penalty 13754.364650 = -19997833.798404
  nChanged 94
		SP:Iteration 70Q (26671.830000 sec): 3 clusters
  Score: Raw -20011605.382762 + Penalty 13754.364650 = -19997851.018112
  nChanged 83
		SP:Iteration 71Q (26672.280000 sec): 3 clusters
  Score: Raw -20011620.701667 + Penalty 13754.364650 = -19997866.337017
  nChanged 89
		SP:Iteration 72Q (26672.730000 sec): 3 clusters
  Score: Raw -20011638.107359 + Penalty 13754.364650 = -19997883.742709
  nChanged 84
		SP:Iteration 73Q (26673.190000 sec): 3 clusters
  Score: Raw -20011653.214077 + Penalty 13754.364650 = -19997898.849426
  nChanged 70
		SP:Iteration 74Q (26673.640000 sec): 3 clusters
  Score: Raw -20011663.765208 + Penalty 13754.364650 = -19997909.400558
  nChanged 69
		SP:Iteration 75Q (26674.090000 sec): 3 clusters
  Score: Raw -20011676.219655 + Penalty 13754.364650 = -19997921.855005
  nChanged 75
		SP:Iteration 76Q (26674.540000 sec): 3 clusters
  Score: Raw -20011688.103670 + Penalty 13754.364650 = -19997933.739019
  nChanged 70
		SP:Iteration 77Q (26674.990000 sec): 3 clusters
  Score: Raw -20011699.965617 + Penalty 13754.364650 = -19997945.600967
  nChanged 66
		SP:Iteration 78Q (26675.440000 sec): 3 clusters
  Score: Raw -20011710.391974 + Penalty 13754.364650 = -19997956.027323
  nChanged 55
		SP:Iteration 79Q (26675.890000 sec): 3 clusters
  Score: Raw -20011717.875977 + Penalty 13754.364650 = -19997963.511327
  nChanged 50
		SP:Iteration 80F (26676.470000 sec): 3 clusters
  Score: Raw -20011724.446953 + Penalty 13754.364650 = -19997970.082303
  nChanged 40
		SP:Iteration 81Q (26676.920000 sec): 3 clusters
  Score: Raw -20011728.983125 + Penalty 13754.364650 = -19997974.618475
  nChanged 38
		SP:Iteration 82Q (26677.370000 sec): 3 clusters
  Score: Raw -20011733.489458 + Penalty 13754.364650 = -19997979.124808
  nChanged 37
		SP:Iteration 83Q (26677.820000 sec): 3 clusters
  Score: Raw -20011738.151145 + Penalty 13754.364650 = -19997983.786495
  nChanged 39
		SP:Iteration 84Q (26678.260000 sec): 3 clusters
  Score: Raw -20011742.720135 + Penalty 13754.364650 = -19997988.355485
  nChanged 40
		SP:Iteration 85Q (26678.710000 sec): 3 clusters
  Score: Raw -20011747.341452 + Penalty 13754.364650 = -19997992.976802
  nChanged 38
		SP:Iteration 86Q (26679.170000 sec): 3 clusters
  Score: Raw -20011751.425775 + Penalty 13754.364650 = -19997997.061124
  nChanged 33
		SP:Iteration 87Q (26679.650000 sec): 3 clusters
  Score: Raw -20011754.667075 + Penalty 13754.364650 = -19998000.302425
  nChanged 26
		SP:Iteration 88Q (26680.110000 sec): 3 clusters
  Score: Raw -20011757.224497 + Penalty 13754.364650 = -19998002.859846
  nChanged 24
		SP:Iteration 89Q (26680.560000 sec): 3 clusters
  Score: Raw -20011759.849385 + Penalty 13754.364650 = -19998005.484735
  nChanged 23
		SP:Iteration 90Q (26681.010000 sec): 3 clusters
  Score: Raw -20011762.395136 + Penalty 13754.364650 = -19998008.030486
  nChanged 25
		SP:Iteration 91Q (26681.460000 sec): 3 clusters
  Score: Raw -20011764.837633 + Penalty 13754.364650 = -19998010.472983
  nChanged 25
		SP:Iteration 92Q (26681.910000 sec): 3 clusters
  Score: Raw -20011767.582041 + Penalty 13754.364650 = -19998013.217391
  nChanged 24
		SP:Iteration 93Q (26682.380000 sec): 3 clusters
  Score: Raw -20011769.944625 + Penalty 13754.364650 = -19998015.579974
  nChanged 26
		SP:Iteration 94Q (26682.830000 sec): 3 clusters
  Score: Raw -20011772.291092 + Penalty 13754.364650 = -19998017.926441
  nChanged 22
		SP:Iteration 95Q (26683.280000 sec): 3 clusters
  Score: Raw -20011774.441978 + Penalty 13754.364650 = -19998020.077328
  nChanged 24
		SP:Iteration 96Q (26683.730000 sec): 3 clusters
  Score: Raw -20011776.673369 + Penalty 13754.364650 = -19998022.308719
  nChanged 21
		SP:Iteration 97Q (26684.170000 sec): 3 clusters
  Score: Raw -20011778.839860 + Penalty 13754.364650 = -19998024.475210
  nChanged 19
		SP:Iteration 98Q (26684.610000 sec): 3 clusters
  Score: Raw -20011780.789312 + Penalty 13754.364650 = -19998026.424661
  nChanged 18
		SP:Iteration 99Q (26685.060000 sec): 3 clusters
  Score: Raw -20011782.342054 + Penalty 13754.364650 = -19998027.977404
  nChanged 13
		SP:Iteration 100F (26685.630000 sec): 3 clusters
  Score: Raw -20011783.570068 + Penalty 13754.364650 = -19998029.205418
  nChanged 13
		SP:Iteration 101Q (26686.080000 sec): 3 clusters
  Score: Raw -20011784.604252 + Penalty 13754.364650 = -19998030.239601
  nChanged 10
		SP:Iteration 102Q (26686.520000 sec): 3 clusters
  Score: Raw -20011785.506687 + Penalty 13754.364650 = -19998031.142037
  nChanged 11
		SP:Iteration 103Q (26686.980000 sec): 3 clusters
  Score: Raw -20011786.397182 + Penalty 13754.364650 = -19998032.032532
  nChanged 15
		SP:Iteration 104Q (26687.430000 sec): 3 clusters
  Score: Raw -20011787.947730 + Penalty 13754.364650 = -19998033.583080
  nChanged 13
		SP:Iteration 105Q (26687.870000 sec): 3 clusters
  Score: Raw -20011789.298699 + Penalty 13754.364650 = -19998034.934049
  nChanged 15
		SP:Iteration 106Q (26688.320000 sec): 3 clusters
  Score: Raw -20011791.370426 + Penalty 13754.364650 = -19998037.005775
  nChanged 20
		SP:Iteration 107Q (26688.760000 sec): 3 clusters
  Score: Raw -20011793.701474 + Penalty 13754.364650 = -19998039.336824
  nChanged 18
		SP:Iteration 108Q (26689.210000 sec): 3 clusters
  Score: Raw -20011795.592488 + Penalty 13754.364650 = -19998041.227838
  nChanged 20
		SP:Iteration 109Q (26689.650000 sec): 3 clusters
  Score: Raw -20011797.430252 + Penalty 13754.364650 = -19998043.065601
  nChanged 21
		SP:Iteration 110Q (26690.090000 sec): 3 clusters
  Score: Raw -20011799.334449 + Penalty 13754.364650 = -19998044.969798
  nChanged 18
		SP:Iteration 111Q (26690.540000 sec): 3 clusters
  Score: Raw -20011801.230688 + Penalty 13754.364650 = -19998046.866037
  nChanged 19
		SP:Iteration 112Q (26690.980000 sec): 3 clusters
  Score: Raw -20011802.980722 + Penalty 13754.364650 = -19998048.616071
  nChanged 22
		SP:Iteration 113Q (26691.430000 sec): 3 clusters
  Score: Raw -20011805.365404 + Penalty 13754.364650 = -19998051.000753
  nChanged 19
		SP:Iteration 114Q (26691.870000 sec): 3 clusters
  Score: Raw -20011807.088224 + Penalty 13754.364650 = -19998052.723573
  nChanged 17
		SP:Iteration 115Q (26692.310000 sec): 3 clusters
  Score: Raw -20011808.794635 + Penalty 13754.364650 = -19998054.429985
  nChanged 15
		SP:Iteration 116Q (26692.750000 sec): 3 clusters
  Score: Raw -20011810.089032 + Penalty 13754.364650 = -19998055.724382
  nChanged 16
		SP:Iteration 117Q (26693.200000 sec): 3 clusters
  Score: Raw -20011811.458335 + Penalty 13754.364650 = -19998057.093685
  nChanged 11
		SP:Iteration 118Q (26693.640000 sec): 3 clusters
  Score: Raw -20011812.520607 + Penalty 13754.364650 = -19998058.155957
  nChanged 6
		SP:Iteration 119Q (26694.080000 sec): 3 clusters
  Score: Raw -20011812.986033 + Penalty 13754.364650 = -19998058.621383
  nChanged 4
		SP:Iteration 120F (26694.650000 sec): 3 clusters
  Score: Raw -20011813.243451 + Penalty 13754.364650 = -19998058.878800
  nChanged 3
		SP:Iteration 121Q (26695.100000 sec): 3 clusters
  Score: Raw -20011813.484257 + Penalty 13754.364650 = -19998059.119607
  nChanged 0
		SP:Iteration 122F (26695.670000 sec): 3 clusters
  Score: Raw -20011813.484257 + Penalty 13754.364650 = -19998059.119607
  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 23.77 GB.

 Trying to split cluster 30 (102811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26696.320000 sec): 2 clusters
  Score: Raw -27302708.506385 + Penalty 7068.646673 = -27295639.859711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26697.110000 sec): 3 clusters
  Score: Raw -27239771.695618 + Penalty 14137.293347 = -27225634.402271
  nChanged 47129
		SP:Iteration 1F (26697.900000 sec): 3 clusters
  Score: Raw -27266406.142723 + Penalty 14137.293347 = -27252268.849376
  nChanged 4875
		SP:Iteration 2Q (26698.690000 sec): 3 clusters
  Score: Raw -27268511.655488 + Penalty 14137.293347 = -27254374.362141
  nChanged 5108
		SP:Iteration 3Q (26699.480000 sec): 3 clusters
  Score: Raw -27271186.516473 + Penalty 14137.293347 = -27257049.223126
  nChanged 5555
		SP:Iteration 4F (26700.270000 sec): 3 clusters
  Score: Raw -27274264.505632 + Penalty 14137.293347 = -27260127.212285
  nChanged 5933
		SP:Iteration 5F (26701.060000 sec): 3 clusters
  Score: Raw -27277699.153202 + Penalty 14137.293347 = -27263561.859855
  nChanged 6131
		SP:Iteration 6F (26701.850000 sec): 3 clusters
  Score: Raw -27281463.859778 + Penalty 14137.293347 = -27267326.566431
  nChanged 6379
		SP:Iteration 7F (26702.640000 sec): 3 clusters
  Score: Raw -27285795.402336 + Penalty 14137.293347 = -27271658.108989
  nChanged 6499
		SP:Iteration 8F (26703.430000 sec): 3 clusters
  Score: Raw -27290577.024120 + Penalty 14137.293347 = -27276439.730773
  nChanged 6204
		SP:Iteration 9F (26704.220000 sec): 3 clusters
  Score: Raw -27295156.953521 + Penalty 14137.293347 = -27281019.660174
  nChanged 5465
		SP:Iteration 10F (26705.010000 sec): 3 clusters
  Score: Raw -27299159.514317 + Penalty 14137.293347 = -27285022.220970
  nChanged 4382
		SP:Iteration 11Q (26705.770000 sec): 3 clusters
  Score: Raw -27302412.628259 + Penalty 14137.293347 = -27288275.334912
  nChanged 3512
		SP:Iteration 12Q (26706.510000 sec): 3 clusters
  Score: Raw -27305022.022393 + Penalty 14137.293347 = -27290884.729046
  nChanged 2974
		SP:Iteration 13Q (26707.230000 sec): 3 clusters
  Score: Raw -27307161.828521 + Penalty 14137.293347 = -27293024.535174
  nChanged 2461
		SP:Iteration 14Q (26707.940000 sec): 3 clusters
  Score: Raw -27308820.662582 + Penalty 14137.293347 = -27294683.369235
  nChanged 2022
		SP:Iteration 15Q (26708.630000 sec): 3 clusters
  Score: Raw -27310043.244601 + Penalty 14137.293347 = -27295905.951254
  nChanged 1585
		SP:Iteration 16Q (26709.290000 sec): 3 clusters
  Score: Raw -27310872.210222 + Penalty 14137.293347 = -27296734.916875
  nChanged 1281
		SP:Iteration 17Q (26709.960000 sec): 3 clusters
  Score: Raw -27311438.877958 + Penalty 14137.293347 = -27297301.584611
  nChanged 995
		SP:Iteration 18Q (26710.610000 sec): 3 clusters
  Score: Raw -27311801.530013 + Penalty 14137.293347 = -27297664.236666
  nChanged 728
		SP:Iteration 19Q (26711.250000 sec): 3 clusters
  Score: Raw -27312005.895438 + Penalty 14137.293347 = -27297868.602091
  nChanged 545
		SP:Iteration 20F (26712.030000 sec): 3 clusters
  Score: Raw -27312136.461602 + Penalty 14137.293347 = -27297999.168255
  nChanged 431
		SP:Iteration 21Q (26712.670000 sec): 3 clusters
  Score: Raw -27312221.300576 + Penalty 14137.293347 = -27298084.007229
  nChanged 333
		SP:Iteration 22Q (26713.300000 sec): 3 clusters
  Score: Raw -27312278.529492 + Penalty 14137.293347 = -27298141.236145
  nChanged 252
		SP:Iteration 23Q (26713.930000 sec): 3 clusters
  Score: Raw -27312318.265909 + Penalty 14137.293347 = -27298180.972562
  nChanged 217
		SP:Iteration 24Q (26714.560000 sec): 3 clusters
  Score: Raw -27312350.328412 + Penalty 14137.293347 = -27298213.035065
  nChanged 172
		SP:Iteration 25Q (26715.190000 sec): 3 clusters
  Score: Raw -27312369.848034 + Penalty 14137.293347 = -27298232.554687
  nChanged 124
		SP:Iteration 26Q (26715.800000 sec): 3 clusters
  Score: Raw -27312381.857922 + Penalty 14137.293347 = -27298244.564575
  nChanged 89
		SP:Iteration 27Q (26716.430000 sec): 3 clusters
  Score: Raw -27312389.759390 + Penalty 14137.293347 = -27298252.466043
  nChanged 69
		SP:Iteration 28Q (26717.050000 sec): 3 clusters
  Score: Raw -27312395.371625 + Penalty 14137.293347 = -27298258.078278
  nChanged 59
		SP:Iteration 29Q (26717.670000 sec): 3 clusters
  Score: Raw -27312400.200387 + Penalty 14137.293347 = -27298262.907040
  nChanged 51
		SP:Iteration 30Q (26718.280000 sec): 3 clusters
  Score: Raw -27312404.296779 + Penalty 14137.293347 = -27298267.003432
  nChanged 43
		SP:Iteration 31Q (26718.900000 sec): 3 clusters
  Score: Raw -27312408.533479 + Penalty 14137.293347 = -27298271.240132
  nChanged 44
		SP:Iteration 32Q (26719.510000 sec): 3 clusters
  Score: Raw -27312412.232349 + Penalty 14137.293347 = -27298274.939002
  nChanged 35
		SP:Iteration 33Q (26720.130000 sec): 3 clusters
  Score: Raw -27312415.124776 + Penalty 14137.293347 = -27298277.831429
  nChanged 41
		SP:Iteration 34Q (26720.740000 sec): 3 clusters
  Score: Raw -27312418.599196 + Penalty 14137.293347 = -27298281.305849
  nChanged 51
		SP:Iteration 35Q (26721.350000 sec): 3 clusters
  Score: Raw -27312423.059443 + Penalty 14137.293347 = -27298285.766096
  nChanged 40
		SP:Iteration 36Q (26721.960000 sec): 3 clusters
  Score: Raw -27312425.960773 + Penalty 14137.293347 = -27298288.667426
  nChanged 26
		SP:Iteration 37Q (26722.580000 sec): 3 clusters
  Score: Raw -27312427.886702 + Penalty 14137.293347 = -27298290.593355
  nChanged 23
		SP:Iteration 38Q (26723.190000 sec): 3 clusters
  Score: Raw -27312429.614520 + Penalty 14137.293347 = -27298292.321174
  nChanged 21
		SP:Iteration 39Q (26723.800000 sec): 3 clusters
  Score: Raw -27312431.259734 + Penalty 14137.293347 = -27298293.966387
  nChanged 23
		SP:Iteration 40F (26724.580000 sec): 3 clusters
  Score: Raw -27312433.205187 + Penalty 14137.293347 = -27298295.911840
  nChanged 23
		SP:Iteration 41Q (26725.200000 sec): 3 clusters
  Score: Raw -27312435.115407 + Penalty 14137.293347 = -27298297.822060
  nChanged 21
		SP:Iteration 42Q (26725.810000 sec): 3 clusters
  Score: Raw -27312436.624705 + Penalty 14137.293347 = -27298299.331358
  nChanged 16
		SP:Iteration 43Q (26726.420000 sec): 3 clusters
  Score: Raw -27312437.756829 + Penalty 14137.293347 = -27298300.463482
  nChanged 14
		SP:Iteration 44Q (26727.030000 sec): 3 clusters
  Score: Raw -27312438.618681 + Penalty 14137.293347 = -27298301.325334
  nChanged 8
		SP:Iteration 45Q (26727.640000 sec): 3 clusters
  Score: Raw -27312439.086047 + Penalty 14137.293347 = -27298301.792700
  nChanged 3
		SP:Iteration 46Q (26728.260000 sec): 3 clusters
  Score: Raw -27312439.205297 + Penalty 14137.293347 = -27298301.911950
  nChanged 2
		SP:Iteration 47Q (26728.870000 sec): 3 clusters
  Score: Raw -27312439.377276 + Penalty 14137.293347 = -27298302.083929
  nChanged 5
		SP:Iteration 48Q (26729.510000 sec): 3 clusters
  Score: Raw -27312439.551955 + Penalty 14137.293347 = -27298302.258608
  nChanged 1
		SP:Iteration 49Q (26730.120000 sec): 3 clusters
  Score: Raw -27312439.640730 + Penalty 14137.293347 = -27298302.347383
  nChanged 2
		SP:Iteration 50Q (26730.730000 sec): 3 clusters
  Score: Raw -27312439.780702 + Penalty 14137.293347 = -27298302.487355
  nChanged 2
		SP:Iteration 51Q (26731.340000 sec): 3 clusters
  Score: Raw -27312439.872247 + Penalty 14137.293347 = -27298302.578900
  nChanged 1
		SP:Iteration 52Q (26731.960000 sec): 3 clusters
  Score: Raw -27312439.979122 + Penalty 14137.293347 = -27298302.685775
  nChanged 2
		SP:Iteration 53Q (26732.570000 sec): 3 clusters
  Score: Raw -27312440.074333 + Penalty 14137.293347 = -27298302.780986
  nChanged 2
		SP:Iteration 54Q (26733.180000 sec): 3 clusters
  Score: Raw -27312440.210939 + Penalty 14137.293347 = -27298302.917592
  nChanged 4
		SP:Iteration 55Q (26733.800000 sec): 3 clusters
  Score: Raw -27312440.396617 + Penalty 14137.293347 = -27298303.103270
  nChanged 0
		SP:Iteration 56F (26734.580000 sec): 3 clusters
  Score: Raw -27312440.396617 + Penalty 14137.293347 = -27298303.103270
  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 23.77 GB.

 Trying to split cluster 31 (46090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26734.910000 sec): 2 clusters
  Score: Raw -12004751.871934 + Penalty 6577.240163 = -11998174.631772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26735.260000 sec): 3 clusters
  Score: Raw -11978398.421829 + Penalty 13154.480325 = -11965243.941504
  nChanged 20070
		SP:Iteration 1F (26735.610000 sec): 3 clusters
  Score: Raw -11989949.983003 + Penalty 13154.480325 = -11976795.502678
  nChanged 3178
		SP:Iteration 2F (26735.970000 sec): 3 clusters
  Score: Raw -11992619.687088 + Penalty 13154.480325 = -11979465.206763
  nChanged 3440
		SP:Iteration 3F (26736.320000 sec): 3 clusters
  Score: Raw -11995230.415098 + Penalty 13154.480325 = -11982075.934773
  nChanged 3568
		SP:Iteration 4F (26736.670000 sec): 3 clusters
  Score: Raw -11997666.056537 + Penalty 13154.480325 = -11984511.576212
  nChanged 3556
		SP:Iteration 5F (26737.020000 sec): 3 clusters
  Score: Raw -12000211.225461 + Penalty 13154.480325 = -11987056.745136
  nChanged 3493
		SP:Iteration 6F (26737.380000 sec): 3 clusters
  Score: Raw -12002836.379507 + Penalty 13154.480325 = -11989681.899182
  nChanged 3126
		SP:Iteration 7F (26737.730000 sec): 3 clusters
  Score: Raw -12005250.823668 + Penalty 13154.480325 = -11992096.343343
  nChanged 2607
		SP:Iteration 8F (26738.090000 sec): 3 clusters
  Score: Raw -12007186.892830 + Penalty 13154.480325 = -11994032.412505
  nChanged 1922
		SP:Iteration 9Q (26738.430000 sec): 3 clusters
  Score: Raw -12008524.239812 + Penalty 13154.480325 = -11995369.759487
  nChanged 1410
		SP:Iteration 10Q (26738.790000 sec): 3 clusters
  Score: Raw -12009549.989979 + Penalty 13154.480325 = -11996395.509654
  nChanged 1164
		SP:Iteration 11Q (26739.140000 sec): 3 clusters
  Score: Raw -12010400.576187 + Penalty 13154.480325 = -11997246.095862
  nChanged 923
		SP:Iteration 12Q (26739.490000 sec): 3 clusters
  Score: Raw -12011030.339970 + Penalty 13154.480325 = -11997875.859645
  nChanged 705
		SP:Iteration 13Q (26739.840000 sec): 3 clusters
  Score: Raw -12011510.481321 + Penalty 13154.480325 = -11998356.000996
  nChanged 564
		SP:Iteration 14Q (26740.180000 sec): 3 clusters
  Score: Raw -12011879.300493 + Penalty 13154.480325 = -11998724.820168
  nChanged 431
		SP:Iteration 15Q (26740.510000 sec): 3 clusters
  Score: Raw -12012130.590045 + Penalty 13154.480325 = -11998976.109720
  nChanged 307
		SP:Iteration 16Q (26740.850000 sec): 3 clusters
  Score: Raw -12012278.838327 + Penalty 13154.480325 = -11999124.358002
  nChanged 204
		SP:Iteration 17Q (26741.170000 sec): 3 clusters
  Score: Raw -12012371.423372 + Penalty 13154.480325 = -11999216.943047
  nChanged 157
		SP:Iteration 18Q (26741.490000 sec): 3 clusters
  Score: Raw -12012433.277433 + Penalty 13154.480325 = -11999278.797108
  nChanged 99
		SP:Iteration 19Q (26741.800000 sec): 3 clusters
  Score: Raw -12012471.210825 + Penalty 13154.480325 = -11999316.730500
  nChanged 73
		SP:Iteration 20F (26742.150000 sec): 3 clusters
  Score: Raw -12012500.717058 + Penalty 13154.480325 = -11999346.236733
  nChanged 62
		SP:Iteration 21Q (26742.470000 sec): 3 clusters
  Score: Raw -12012521.189588 + Penalty 13154.480325 = -11999366.709263
  nChanged 41
		SP:Iteration 22Q (26742.770000 sec): 3 clusters
  Score: Raw -12012535.407982 + Penalty 13154.480325 = -11999380.927657
  nChanged 37
		SP:Iteration 23Q (26743.080000 sec): 3 clusters
  Score: Raw -12012547.499223 + Penalty 13154.480325 = -11999393.018898
  nChanged 35
		SP:Iteration 24Q (26743.390000 sec): 3 clusters
  Score: Raw -12012558.740006 + Penalty 13154.480325 = -11999404.259681
  nChanged 31
		SP:Iteration 25Q (26743.700000 sec): 3 clusters
  Score: Raw -12012568.376922 + Penalty 13154.480325 = -11999413.896597
  nChanged 11
		SP:Iteration 26Q (26744.000000 sec): 3 clusters
  Score: Raw -12012571.202287 + Penalty 13154.480325 = -11999416.721962
  nChanged 11
		SP:Iteration 27Q (26744.310000 sec): 3 clusters
  Score: Raw -12012574.412429 + Penalty 13154.480325 = -11999419.932104
  nChanged 12
		SP:Iteration 28Q (26744.610000 sec): 3 clusters
  Score: Raw -12012577.076862 + Penalty 13154.480325 = -11999422.596537
  nChanged 4
		SP:Iteration 29Q (26744.910000 sec): 3 clusters
  Score: Raw -12012578.158032 + Penalty 13154.480325 = -11999423.677707
  nChanged 4
		SP:Iteration 30Q (26745.220000 sec): 3 clusters
  Score: Raw -12012579.224827 + Penalty 13154.480325 = -11999424.744502
  nChanged 6
		SP:Iteration 31Q (26745.520000 sec): 3 clusters
  Score: Raw -12012580.624824 + Penalty 13154.480325 = -11999426.144499
  nChanged 5
		SP:Iteration 32Q (26745.820000 sec): 3 clusters
  Score: Raw -12012581.879738 + Penalty 13154.480325 = -11999427.399413
  nChanged 4
		SP:Iteration 33Q (26746.130000 sec): 3 clusters
  Score: Raw -12012582.659694 + Penalty 13154.480325 = -11999428.179369
  nChanged 4
		SP:Iteration 34Q (26746.430000 sec): 3 clusters
  Score: Raw -12012583.484053 + Penalty 13154.480325 = -11999429.003728
  nChanged 3
		SP:Iteration 35Q (26746.730000 sec): 3 clusters
  Score: Raw -12012583.989913 + Penalty 13154.480325 = -11999429.509588
  nChanged 1
		SP:Iteration 36Q (26747.030000 sec): 3 clusters
  Score: Raw -12012584.097154 + Penalty 13154.480325 = -11999429.616829
  nChanged 2
		SP:Iteration 37Q (26747.330000 sec): 3 clusters
  Score: Raw -12012584.485800 + Penalty 13154.480325 = -11999430.005475
  nChanged 2
		SP:Iteration 38Q (26747.630000 sec): 3 clusters
  Score: Raw -12012584.910103 + Penalty 13154.480325 = -11999430.429778
  nChanged 3
		SP:Iteration 39Q (26747.940000 sec): 3 clusters
  Score: Raw -12012585.629879 + Penalty 13154.480325 = -11999431.149554
  nChanged 5
		SP:Iteration 40F (26748.300000 sec): 3 clusters
  Score: Raw -12012586.572373 + Penalty 13154.480325 = -11999432.092048
  nChanged 6
		SP:Iteration 41Q (26748.600000 sec): 3 clusters
  Score: Raw -12012587.984551 + Penalty 13154.480325 = -11999433.504226
  nChanged 3
		SP:Iteration 42Q (26748.910000 sec): 3 clusters
  Score: Raw -12012588.648319 + Penalty 13154.480325 = -11999434.167994
  nChanged 3
		SP:Iteration 43Q (26749.200000 sec): 3 clusters
  Score: Raw -12012589.389634 + Penalty 13154.480325 = -11999434.909309
  nChanged 1
		SP:Iteration 44Q (26749.510000 sec): 3 clusters
  Score: Raw -12012589.540476 + Penalty 13154.480325 = -11999435.060151
  nChanged 0
		SP:Iteration 45F (26749.900000 sec): 3 clusters
  Score: Raw -12012589.540476 + Penalty 13154.480325 = -11999435.060151
  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 23.77 GB.

 Trying to split cluster 32 (1340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26749.950000 sec): 2 clusters
  Score: Raw -276345.800560 + Penalty 4410.260247 = -271935.540313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26749.960000 sec): 3 clusters
  Score: Raw -277224.979250 + Penalty 8820.520494 = -268404.458756
  nChanged 406
		SP:Iteration 1F (26749.980000 sec): 3 clusters
  Score: Raw -278808.391729 + Penalty 8820.520494 = -269987.871235
  nChanged 188
		SP:Iteration 2F (26749.980000 sec): 3 clusters
  Score: Raw -280883.327814 + Penalty 8820.520494 = -272062.807320
  nChanged 174
		SP:Iteration 3F (26750.000000 sec): 3 clusters
  Score: Raw -283737.085663 + Penalty 8820.520494 = -274916.565169
  nChanged 105
		SP:Iteration 4F (26750.010000 sec): 3 clusters
  Score: Raw -287318.035335 + Penalty 8820.520494 = -278497.514841
  nChanged 60
		SP:Iteration 5Q (26750.020000 sec): 3 clusters
  Score: Raw -288649.867050 + Penalty 8820.520494 = -279829.346556
  nChanged 33
		SP:Iteration 6Q (26750.020000 sec): 3 clusters
  Score: Raw -288837.016087 + Penalty 8820.520494 = -280016.495593
  nChanged 12
		SP:Iteration 7Q (26750.030000 sec): 3 clusters
  Score: Raw -288867.012741 + Penalty 8820.520494 = -280046.492247
  nChanged 6
		SP:Iteration 8Q (26750.040000 sec): 3 clusters
  Score: Raw -288885.155692 + Penalty 8820.520494 = -280064.635199
  nChanged 2
		SP:Iteration 9Q (26750.040000 sec): 3 clusters
  Score: Raw -288889.581801 + Penalty 8820.520494 = -280069.061307
  nChanged 1
		SP:Iteration 10Q (26750.050000 sec): 3 clusters
  Score: Raw -288891.298636 + Penalty 8820.520494 = -280070.778143
  nChanged 2
		SP:Iteration 11Q (26750.060000 sec): 3 clusters
  Score: Raw -288895.396971 + Penalty 8820.520494 = -280074.876478
  nChanged 1
		SP:Iteration 12Q (26750.070000 sec): 3 clusters
  Score: Raw -288896.960228 + Penalty 8820.520494 = -280076.439734
  nChanged 0
		SP:Iteration 13F (26750.080000 sec): 3 clusters
  Score: Raw -288903.736834 + Penalty 8820.520494 = -280083.216340
  nChanged 1
		SP:Iteration 14Q (26750.090000 sec): 3 clusters
  Score: Raw -288904.766464 + Penalty 8820.520494 = -280084.245970
  nChanged 0
		SP:Iteration 15F (26750.100000 sec): 3 clusters
  Score: Raw -288904.766464 + Penalty 8820.520494 = -280084.245970
  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 23.77 GB.

 Trying to split cluster 33 (19261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26750.240000 sec): 2 clusters
  Score: Raw -5035965.975161 + Penalty 6042.825533 = -5029923.149628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26750.400000 sec): 3 clusters
  Score: Raw -5025961.402171 + Penalty 12085.651066 = -5013875.751104
  nChanged 7825
		SP:Iteration 1F (26750.550000 sec): 3 clusters
  Score: Raw -5030211.250780 + Penalty 12085.651066 = -5018125.599714
  nChanged 1524
		SP:Iteration 2F (26750.700000 sec): 3 clusters
  Score: Raw -5031321.397888 + Penalty 12085.651066 = -5019235.746822
  nChanged 1368
		SP:Iteration 3F (26750.850000 sec): 3 clusters
  Score: Raw -5032542.634582 + Penalty 12085.651066 = -5020456.983516
  nChanged 1394
		SP:Iteration 4F (26751.000000 sec): 3 clusters
  Score: Raw -5034049.234188 + Penalty 12085.651066 = -5021963.583122
  nChanged 1439
		SP:Iteration 5F (26751.150000 sec): 3 clusters
  Score: Raw -5035855.114536 + Penalty 12085.651066 = -5023769.463469
  nChanged 1372
		SP:Iteration 6F (26751.300000 sec): 3 clusters
  Score: Raw -5037622.926083 + Penalty 12085.651066 = -5025537.275017
  nChanged 1111
		SP:Iteration 7F (26751.440000 sec): 3 clusters
  Score: Raw -5038743.376773 + Penalty 12085.651066 = -5026657.725707
  nChanged 798
		SP:Iteration 8Q (26751.580000 sec): 3 clusters
  Score: Raw -5039396.640139 + Penalty 12085.651066 = -5027310.989073
  nChanged 594
		SP:Iteration 9Q (26751.720000 sec): 3 clusters
  Score: Raw -5039767.309997 + Penalty 12085.651066 = -5027681.658931
  nChanged 396
		SP:Iteration 10Q (26751.850000 sec): 3 clusters
  Score: Raw -5039968.331865 + Penalty 12085.651066 = -5027882.680799
  nChanged 257
		SP:Iteration 11Q (26751.990000 sec): 3 clusters
  Score: Raw -5040070.631557 + Penalty 12085.651066 = -5027984.980491
  nChanged 167
		SP:Iteration 12Q (26752.120000 sec): 3 clusters
  Score: Raw -5040124.648783 + Penalty 12085.651066 = -5028038.997716
  nChanged 121
		SP:Iteration 13Q (26752.250000 sec): 3 clusters
  Score: Raw -5040159.518499 + Penalty 12085.651066 = -5028073.867432
  nChanged 70
		SP:Iteration 14Q (26752.380000 sec): 3 clusters
  Score: Raw -5040178.092274 + Penalty 12085.651066 = -5028092.441208
  nChanged 46
		SP:Iteration 15Q (26752.510000 sec): 3 clusters
  Score: Raw -5040188.729241 + Penalty 12085.651066 = -5028103.078175
  nChanged 33
		SP:Iteration 16Q (26752.640000 sec): 3 clusters
  Score: Raw -5040195.861472 + Penalty 12085.651066 = -5028110.210405
  nChanged 32
		SP:Iteration 17Q (26752.780000 sec): 3 clusters
  Score: Raw -5040204.354760 + Penalty 12085.651066 = -5028118.703694
  nChanged 40
		SP:Iteration 18Q (26752.910000 sec): 3 clusters
  Score: Raw -5040213.582122 + Penalty 12085.651066 = -5028127.931056
  nChanged 25
		SP:Iteration 19Q (26753.040000 sec): 3 clusters
  Score: Raw -5040219.796337 + Penalty 12085.651066 = -5028134.145271
  nChanged 22
		SP:Iteration 20F (26753.180000 sec): 3 clusters
  Score: Raw -5040224.548167 + Penalty 12085.651066 = -5028138.897101
  nChanged 19
		SP:Iteration 21Q (26753.320000 sec): 3 clusters
  Score: Raw -5040228.737675 + Penalty 12085.651066 = -5028143.086609
  nChanged 20
		SP:Iteration 22Q (26753.450000 sec): 3 clusters
  Score: Raw -5040231.535914 + Penalty 12085.651066 = -5028145.884848
  nChanged 13
		SP:Iteration 23Q (26753.580000 sec): 3 clusters
  Score: Raw -5040233.829464 + Penalty 12085.651066 = -5028148.178398
  nChanged 16
		SP:Iteration 24Q (26753.710000 sec): 3 clusters
  Score: Raw -5040236.947711 + Penalty 12085.651066 = -5028151.296644
  nChanged 13
		SP:Iteration 25Q (26753.840000 sec): 3 clusters
  Score: Raw -5040240.162278 + Penalty 12085.651066 = -5028154.511212
  nChanged 14
		SP:Iteration 26Q (26753.980000 sec): 3 clusters
  Score: Raw -5040243.622116 + Penalty 12085.651066 = -5028157.971050
  nChanged 11
		SP:Iteration 27Q (26754.100000 sec): 3 clusters
  Score: Raw -5040245.715421 + Penalty 12085.651066 = -5028160.064355
  nChanged 8
		SP:Iteration 28Q (26754.240000 sec): 3 clusters
  Score: Raw -5040247.034813 + Penalty 12085.651066 = -5028161.383747
  nChanged 4
		SP:Iteration 29Q (26754.370000 sec): 3 clusters
  Score: Raw -5040248.470588 + Penalty 12085.651066 = -5028162.819522
  nChanged 7
		SP:Iteration 30Q (26754.500000 sec): 3 clusters
  Score: Raw -5040249.463518 + Penalty 12085.651066 = -5028163.812452
  nChanged 4
		SP:Iteration 31Q (26754.630000 sec): 3 clusters
  Score: Raw -5040249.998162 + Penalty 12085.651066 = -5028164.347096
  nChanged 2
		SP:Iteration 32Q (26754.760000 sec): 3 clusters
  Score: Raw -5040250.291238 + Penalty 12085.651066 = -5028164.640172
  nChanged 4
		SP:Iteration 33Q (26754.890000 sec): 3 clusters
  Score: Raw -5040251.323342 + Penalty 12085.651066 = -5028165.672276
  nChanged 6
		SP:Iteration 34Q (26755.020000 sec): 3 clusters
  Score: Raw -5040252.456095 + Penalty 12085.651066 = -5028166.805029
  nChanged 4
		SP:Iteration 35Q (26755.160000 sec): 3 clusters
  Score: Raw -5040252.976434 + Penalty 12085.651066 = -5028167.325368
  nChanged 3
		SP:Iteration 36Q (26755.290000 sec): 3 clusters
  Score: Raw -5040253.399994 + Penalty 12085.651066 = -5028167.748928
  nChanged 2
		SP:Iteration 37Q (26755.420000 sec): 3 clusters
  Score: Raw -5040253.721050 + Penalty 12085.651066 = -5028168.069984
  nChanged 1
		SP:Iteration 38Q (26755.550000 sec): 3 clusters
  Score: Raw -5040253.977312 + Penalty 12085.651066 = -5028168.326246
  nChanged 0
		SP:Iteration 39F (26755.700000 sec): 3 clusters
  Score: Raw -5040253.977312 + Penalty 12085.651066 = -5028168.326246
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (81598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26756.230000 sec): 2 clusters
  Score: Raw -22257264.305870 + Penalty 6927.105519 = -22250337.200351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26756.850000 sec): 3 clusters
  Score: Raw -22207925.433246 + Penalty 13854.211038 = -22194071.222209
  nChanged 36985
		SP:Iteration 1F (26757.460000 sec): 3 clusters
  Score: Raw -22228324.946264 + Penalty 13854.211038 = -22214470.735226
  nChanged 3980
		SP:Iteration 2Q (26758.090000 sec): 3 clusters
  Score: Raw -22229779.303455 + Penalty 13854.211038 = -22215925.092418
  nChanged 3673
		SP:Iteration 3Q (26758.710000 sec): 3 clusters
  Score: Raw -22231148.808454 + Penalty 13854.211038 = -22217294.597416
  nChanged 3461
		SP:Iteration 4Q (26759.330000 sec): 3 clusters
  Score: Raw -22232564.749764 + Penalty 13854.211038 = -22218710.538727
  nChanged 3514
		SP:Iteration 5Q (26759.950000 sec): 3 clusters
  Score: Raw -22234166.449783 + Penalty 13854.211038 = -22220312.238746
  nChanged 3731
		SP:Iteration 6Q (26760.560000 sec): 3 clusters
  Score: Raw -22235990.522146 + Penalty 13854.211038 = -22222136.311109
  nChanged 3858
		SP:Iteration 7Q (26761.180000 sec): 3 clusters
  Score: Raw -22238178.180341 + Penalty 13854.211038 = -22224323.969303
  nChanged 4146
		SP:Iteration 8F (26761.800000 sec): 3 clusters
  Score: Raw -22240772.962249 + Penalty 13854.211038 = -22226918.751211
  nChanged 4291
		SP:Iteration 9F (26762.420000 sec): 3 clusters
  Score: Raw -22243810.190440 + Penalty 13854.211038 = -22229955.979403
  nChanged 4322
		SP:Iteration 10F (26763.030000 sec): 3 clusters
  Score: Raw -22246880.795305 + Penalty 13854.211038 = -22233026.584267
  nChanged 4133
		SP:Iteration 11F (26763.650000 sec): 3 clusters
  Score: Raw -22249503.766430 + Penalty 13854.211038 = -22235649.555392
  nChanged 3416
		SP:Iteration 12Q (26764.240000 sec): 3 clusters
  Score: Raw -22251226.989307 + Penalty 13854.211038 = -22237372.778269
  nChanged 2550
		SP:Iteration 13Q (26764.820000 sec): 3 clusters
  Score: Raw -22252123.694779 + Penalty 13854.211038 = -22238269.483741
  nChanged 1743
		SP:Iteration 14Q (26765.400000 sec): 3 clusters
  Score: Raw -22252640.232446 + Penalty 13854.211038 = -22238786.021408
  nChanged 1372
		SP:Iteration 15Q (26765.980000 sec): 3 clusters
  Score: Raw -22253006.099941 + Penalty 13854.211038 = -22239151.888903
  nChanged 1019
		SP:Iteration 16Q (26766.560000 sec): 3 clusters
  Score: Raw -22253264.232527 + Penalty 13854.211038 = -22239410.021490
  nChanged 831
		SP:Iteration 17Q (26767.130000 sec): 3 clusters
  Score: Raw -22253481.444501 + Penalty 13854.211038 = -22239627.233463
  nChanged 779
		SP:Iteration 18Q (26767.710000 sec): 3 clusters
  Score: Raw -22253711.154905 + Penalty 13854.211038 = -22239856.943867
  nChanged 810
		SP:Iteration 19Q (26768.280000 sec): 3 clusters
  Score: Raw -22253948.203015 + Penalty 13854.211038 = -22240093.991977
  nChanged 857
		SP:Iteration 20F (26768.890000 sec): 3 clusters
  Score: Raw -22254207.974344 + Penalty 13854.211038 = -22240353.763306
  nChanged 946
		SP:Iteration 21Q (26769.470000 sec): 3 clusters
  Score: Raw -22254512.820722 + Penalty 13854.211038 = -22240658.609684
  nChanged 1001
		SP:Iteration 22Q (26770.040000 sec): 3 clusters
  Score: Raw -22254851.331933 + Penalty 13854.211038 = -22240997.120896
  nChanged 1123
		SP:Iteration 23Q (26770.610000 sec): 3 clusters
  Score: Raw -22255283.372940 + Penalty 13854.211038 = -22241429.161903
  nChanged 1365
		SP:Iteration 24Q (26771.180000 sec): 3 clusters
  Score: Raw -22255883.528182 + Penalty 13854.211038 = -22242029.317144
  nChanged 1502
		SP:Iteration 25Q (26771.750000 sec): 3 clusters
  Score: Raw -22256607.566097 + Penalty 13854.211038 = -22242753.355059
  nChanged 1608
		SP:Iteration 26Q (26772.320000 sec): 3 clusters
  Score: Raw -22257410.272732 + Penalty 13854.211038 = -22243556.061694
  nChanged 1617
		SP:Iteration 27Q (26772.880000 sec): 3 clusters
  Score: Raw -22258232.215470 + Penalty 13854.211038 = -22244378.004433
  nChanged 1573
		SP:Iteration 28Q (26773.440000 sec): 3 clusters
  Score: Raw -22259023.244400 + Penalty 13854.211038 = -22245169.033362
  nChanged 1463
		SP:Iteration 29Q (26773.990000 sec): 3 clusters
  Score: Raw -22259717.416817 + Penalty 13854.211038 = -22245863.205779
  nChanged 1310
		SP:Iteration 30Q (26774.540000 sec): 3 clusters
  Score: Raw -22260284.746522 + Penalty 13854.211038 = -22246430.535484
  nChanged 1143
		SP:Iteration 31Q (26775.080000 sec): 3 clusters
  Score: Raw -22260712.579809 + Penalty 13854.211038 = -22246858.368772
  nChanged 994
		SP:Iteration 32Q (26775.610000 sec): 3 clusters
  Score: Raw -22261026.266048 + Penalty 13854.211038 = -22247172.055010
  nChanged 777
		SP:Iteration 33Q (26776.130000 sec): 3 clusters
  Score: Raw -22261233.320743 + Penalty 13854.211038 = -22247379.109705
  nChanged 656
		SP:Iteration 34Q (26776.650000 sec): 3 clusters
  Score: Raw -22261381.928502 + Penalty 13854.211038 = -22247527.717465
  nChanged 551
		SP:Iteration 35Q (26777.170000 sec): 3 clusters
  Score: Raw -22261494.549488 + Penalty 13854.211038 = -22247640.338450
  nChanged 453
		SP:Iteration 36Q (26777.680000 sec): 3 clusters
  Score: Raw -22261579.462564 + Penalty 13854.211038 = -22247725.251526
  nChanged 383
		SP:Iteration 37Q (26778.190000 sec): 3 clusters
  Score: Raw -22261652.174229 + Penalty 13854.211038 = -22247797.963191
  nChanged 361
		SP:Iteration 38Q (26778.700000 sec): 3 clusters
  Score: Raw -22261709.428918 + Penalty 13854.211038 = -22247855.217880
  nChanged 327
		SP:Iteration 39Q (26779.200000 sec): 3 clusters
  Score: Raw -22261760.788534 + Penalty 13854.211038 = -22247906.577496
  nChanged 262
		SP:Iteration 40F (26779.820000 sec): 3 clusters
  Score: Raw -22261808.907991 + Penalty 13854.211038 = -22247954.696953
  nChanged 247
		SP:Iteration 41Q (26780.350000 sec): 3 clusters
  Score: Raw -22261843.984656 + Penalty 13854.211038 = -22247989.773618
  nChanged 197
		SP:Iteration 42Q (26780.880000 sec): 3 clusters
  Score: Raw -22261867.297834 + Penalty 13854.211038 = -22248013.086797
  nChanged 169
		SP:Iteration 43Q (26781.400000 sec): 3 clusters
  Score: Raw -22261887.076049 + Penalty 13854.211038 = -22248032.865011
  nChanged 157
		SP:Iteration 44Q (26781.930000 sec): 3 clusters
  Score: Raw -22261904.198949 + Penalty 13854.211038 = -22248049.987911
  nChanged 145
		SP:Iteration 45Q (26782.450000 sec): 3 clusters
  Score: Raw -22261920.431083 + Penalty 13854.211038 = -22248066.220045
  nChanged 140
		SP:Iteration 46Q (26782.980000 sec): 3 clusters
  Score: Raw -22261936.074621 + Penalty 13854.211038 = -22248081.863583
  nChanged 146
		SP:Iteration 47Q (26783.500000 sec): 3 clusters
  Score: Raw -22261951.542738 + Penalty 13854.211038 = -22248097.331701
  nChanged 110
		SP:Iteration 48Q (26784.020000 sec): 3 clusters
  Score: Raw -22261961.893402 + Penalty 13854.211038 = -22248107.682364
  nChanged 116
		SP:Iteration 49Q (26784.540000 sec): 3 clusters
  Score: Raw -22261973.802749 + Penalty 13854.211038 = -22248119.591711
  nChanged 110
		SP:Iteration 50Q (26785.060000 sec): 3 clusters
  Score: Raw -22261985.508592 + Penalty 13854.211038 = -22248131.297554
  nChanged 93
		SP:Iteration 51Q (26785.580000 sec): 3 clusters
  Score: Raw -22261993.986835 + Penalty 13854.211038 = -22248139.775797
  nChanged 75
		SP:Iteration 52Q (26786.100000 sec): 3 clusters
  Score: Raw -22261999.312681 + Penalty 13854.211038 = -22248145.101643
  nChanged 51
		SP:Iteration 53Q (26786.620000 sec): 3 clusters
  Score: Raw -22262003.248315 + Penalty 13854.211038 = -22248149.037277
  nChanged 53
		SP:Iteration 54Q (26787.140000 sec): 3 clusters
  Score: Raw -22262007.054644 + Penalty 13854.211038 = -22248152.843606
  nChanged 44
		SP:Iteration 55Q (26787.660000 sec): 3 clusters
  Score: Raw -22262009.713837 + Penalty 13854.211038 = -22248155.502799
  nChanged 43
		SP:Iteration 56Q (26788.180000 sec): 3 clusters
  Score: Raw -22262012.719899 + Penalty 13854.211038 = -22248158.508861
  nChanged 38
		SP:Iteration 57Q (26788.700000 sec): 3 clusters
  Score: Raw -22262015.012188 + Penalty 13854.211038 = -22248160.801150
  nChanged 31
		SP:Iteration 58Q (26789.220000 sec): 3 clusters
  Score: Raw -22262016.853691 + Penalty 13854.211038 = -22248162.642653
  nChanged 23
		SP:Iteration 59Q (26789.730000 sec): 3 clusters
  Score: Raw -22262018.023381 + Penalty 13854.211038 = -22248163.812343
  nChanged 17
		SP:Iteration 60F (26790.350000 sec): 3 clusters
  Score: Raw -22262018.822114 + Penalty 13854.211038 = -22248164.611076
  nChanged 14
		SP:Iteration 61Q (26790.870000 sec): 3 clusters
  Score: Raw -22262019.619185 + Penalty 13854.211038 = -22248165.408147
  nChanged 12
		SP:Iteration 62Q (26791.390000 sec): 3 clusters
  Score: Raw -22262020.377268 + Penalty 13854.211038 = -22248166.166230
  nChanged 15
		SP:Iteration 63Q (26791.910000 sec): 3 clusters
  Score: Raw -22262021.199822 + Penalty 13854.211038 = -22248166.988784
  nChanged 20
		SP:Iteration 64Q (26792.420000 sec): 3 clusters
  Score: Raw -22262022.239910 + Penalty 13854.211038 = -22248168.028872
  nChanged 14
		SP:Iteration 65Q (26792.940000 sec): 3 clusters
  Score: Raw -22262022.879896 + Penalty 13854.211038 = -22248168.668858
  nChanged 12
		SP:Iteration 66Q (26793.460000 sec): 3 clusters
  Score: Raw -22262023.394181 + Penalty 13854.211038 = -22248169.183144
  nChanged 9
		SP:Iteration 67Q (26793.980000 sec): 3 clusters
  Score: Raw -22262023.829092 + Penalty 13854.211038 = -22248169.618054
  nChanged 12
		SP:Iteration 68Q (26794.500000 sec): 3 clusters
  Score: Raw -22262024.351838 + Penalty 13854.211038 = -22248170.140800
  nChanged 7
		SP:Iteration 69Q (26795.020000 sec): 3 clusters
  Score: Raw -22262024.791766 + Penalty 13854.211038 = -22248170.580728
  nChanged 9
		SP:Iteration 70Q (26795.540000 sec): 3 clusters
  Score: Raw -22262025.300740 + Penalty 13854.211038 = -22248171.089703
  nChanged 6
		SP:Iteration 71Q (26796.060000 sec): 3 clusters
  Score: Raw -22262025.512008 + Penalty 13854.211038 = -22248171.300971
  nChanged 4
		SP:Iteration 72Q (26796.580000 sec): 3 clusters
  Score: Raw -22262025.697964 + Penalty 13854.211038 = -22248171.486926
  nChanged 7
		SP:Iteration 73Q (26797.110000 sec): 3 clusters
  Score: Raw -22262026.032955 + Penalty 13854.211038 = -22248171.821917
  nChanged 6
		SP:Iteration 74Q (26797.630000 sec): 3 clusters
  Score: Raw -22262026.293416 + Penalty 13854.211038 = -22248172.082379
  nChanged 2
		SP:Iteration 75Q (26798.150000 sec): 3 clusters
  Score: Raw -22262026.378052 + Penalty 13854.211038 = -22248172.167015
  nChanged 2
		SP:Iteration 76Q (26798.670000 sec): 3 clusters
  Score: Raw -22262026.463822 + Penalty 13854.211038 = -22248172.252784
  nChanged 1
		SP:Iteration 77Q (26799.190000 sec): 3 clusters
  Score: Raw -22262026.535908 + Penalty 13854.211038 = -22248172.324870
  nChanged 4
		SP:Iteration 78Q (26799.710000 sec): 3 clusters
  Score: Raw -22262026.689976 + Penalty 13854.211038 = -22248172.478938
  nChanged 6
		SP:Iteration 79Q (26800.230000 sec): 3 clusters
  Score: Raw -22262026.982214 + Penalty 13854.211038 = -22248172.771176
  nChanged 7
		SP:Iteration 80F (26800.840000 sec): 3 clusters
  Score: Raw -22262027.393552 + Penalty 13854.211038 = -22248173.182514
  nChanged 8
		SP:Iteration 81Q (26801.370000 sec): 3 clusters
  Score: Raw -22262027.810130 + Penalty 13854.211038 = -22248173.599092
  nChanged 8
		SP:Iteration 82Q (26801.880000 sec): 3 clusters
  Score: Raw -22262028.315823 + Penalty 13854.211038 = -22248174.104785
  nChanged 11
		SP:Iteration 83Q (26802.400000 sec): 3 clusters
  Score: Raw -22262028.900916 + Penalty 13854.211038 = -22248174.689878
  nChanged 12
		SP:Iteration 84Q (26802.920000 sec): 3 clusters
  Score: Raw -22262029.462006 + Penalty 13854.211038 = -22248175.250969
  nChanged 6
		SP:Iteration 85Q (26803.450000 sec): 3 clusters
  Score: Raw -22262029.716565 + Penalty 13854.211038 = -22248175.505527
  nChanged 4
		SP:Iteration 86Q (26803.970000 sec): 3 clusters
  Score: Raw -22262029.901776 + Penalty 13854.211038 = -22248175.690739
  nChanged 6
		SP:Iteration 87Q (26804.480000 sec): 3 clusters
  Score: Raw -22262030.183766 + Penalty 13854.211038 = -22248175.972728
  nChanged 6
		SP:Iteration 88Q (26805.000000 sec): 3 clusters
  Score: Raw -22262030.366995 + Penalty 13854.211038 = -22248176.155957
  nChanged 4
		SP:Iteration 89Q (26805.520000 sec): 3 clusters
  Score: Raw -22262030.611328 + Penalty 13854.211038 = -22248176.400290
  nChanged 9
		SP:Iteration 90Q (26806.040000 sec): 3 clusters
  Score: Raw -22262031.063055 + Penalty 13854.211038 = -22248176.852017
  nChanged 14
		SP:Iteration 91Q (26806.560000 sec): 3 clusters
  Score: Raw -22262031.786716 + Penalty 13854.211038 = -22248177.575679
  nChanged 12
		SP:Iteration 92Q (26807.080000 sec): 3 clusters
  Score: Raw -22262032.552729 + Penalty 13854.211038 = -22248178.341691
  nChanged 11
		SP:Iteration 93Q (26807.610000 sec): 3 clusters
  Score: Raw -22262033.260718 + Penalty 13854.211038 = -22248179.049680
  nChanged 11
		SP:Iteration 94Q (26808.130000 sec): 3 clusters
  Score: Raw -22262033.819136 + Penalty 13854.211038 = -22248179.608098
  nChanged 17
		SP:Iteration 95Q (26808.650000 sec): 3 clusters
  Score: Raw -22262034.799052 + Penalty 13854.211038 = -22248180.588015
  nChanged 12
		SP:Iteration 96Q (26809.170000 sec): 3 clusters
  Score: Raw -22262035.407628 + Penalty 13854.211038 = -22248181.196590
  nChanged 11
		SP:Iteration 97Q (26809.690000 sec): 3 clusters
  Score: Raw -22262036.014532 + Penalty 13854.211038 = -22248181.803494
  nChanged 11
		SP:Iteration 98Q (26810.210000 sec): 3 clusters
  Score: Raw -22262036.824891 + Penalty 13854.211038 = -22248182.613853
  nChanged 12
		SP:Iteration 99Q (26810.730000 sec): 3 clusters
  Score: Raw -22262037.322766 + Penalty 13854.211038 = -22248183.111728
  nChanged 10
		SP:Iteration 100F (26811.340000 sec): 3 clusters
  Score: Raw -22262038.011995 + Penalty 13854.211038 = -22248183.800957
  nChanged 11
		SP:Iteration 101Q (26811.860000 sec): 3 clusters
  Score: Raw -22262038.544551 + Penalty 13854.211038 = -22248184.333513
  nChanged 4
		SP:Iteration 102Q (26812.380000 sec): 3 clusters
  Score: Raw -22262038.665564 + Penalty 13854.211038 = -22248184.454526
  nChanged 2
		SP:Iteration 103Q (26812.900000 sec): 3 clusters
  Score: Raw -22262038.769741 + Penalty 13854.211038 = -22248184.558703
  nChanged 4
		SP:Iteration 104Q (26813.420000 sec): 3 clusters
  Score: Raw -22262038.933832 + Penalty 13854.211038 = -22248184.722795
  nChanged 4
		SP:Iteration 105Q (26813.940000 sec): 3 clusters
  Score: Raw -22262039.117256 + Penalty 13854.211038 = -22248184.906219
  nChanged 1
		SP:Iteration 106Q (26814.450000 sec): 3 clusters
  Score: Raw -22262039.169457 + Penalty 13854.211038 = -22248184.958419
  nChanged 0
		SP:Iteration 107F (26815.070000 sec): 3 clusters
  Score: Raw -22262039.169457 + Penalty 13854.211038 = -22248184.958419
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (24412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26815.260000 sec): 2 clusters
  Score: Raw -6234251.036308 + Penalty 6187.983432 = -6228063.052876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26815.440000 sec): 3 clusters
  Score: Raw -6221158.540014 + Penalty 12375.966865 = -6208782.573149
  nChanged 10130
		SP:Iteration 1F (26815.620000 sec): 3 clusters
  Score: Raw -6226849.881570 + Penalty 12375.966865 = -6214473.914705
  nChanged 1730
		SP:Iteration 2F (26815.810000 sec): 3 clusters
  Score: Raw -6227928.869139 + Penalty 12375.966865 = -6215552.902275
  nChanged 1558
		SP:Iteration 3F (26816.000000 sec): 3 clusters
  Score: Raw -6228920.542369 + Penalty 12375.966865 = -6216544.575504
  nChanged 1407
		SP:Iteration 4F (26816.180000 sec): 3 clusters
  Score: Raw -6229829.090428 + Penalty 12375.966865 = -6217453.123563
  nChanged 1289
		SP:Iteration 5F (26816.370000 sec): 3 clusters
  Score: Raw -6230625.050892 + Penalty 12375.966865 = -6218249.084027
  nChanged 1201
		SP:Iteration 6Q (26816.550000 sec): 3 clusters
  Score: Raw -6231414.740618 + Penalty 12375.966865 = -6219038.773753
  nChanged 1108
		SP:Iteration 7Q (26816.740000 sec): 3 clusters
  Score: Raw -6232162.292650 + Penalty 12375.966865 = -6219786.325785
  nChanged 1038
		SP:Iteration 8Q (26816.920000 sec): 3 clusters
  Score: Raw -6232789.799716 + Penalty 12375.966865 = -6220413.832851
  nChanged 911
		SP:Iteration 9Q (26817.110000 sec): 3 clusters
  Score: Raw -6233253.908583 + Penalty 12375.966865 = -6220877.941718
  nChanged 741
		SP:Iteration 10Q (26817.290000 sec): 3 clusters
  Score: Raw -6233593.547721 + Penalty 12375.966865 = -6221217.580856
  nChanged 642
		SP:Iteration 11Q (26817.470000 sec): 3 clusters
  Score: Raw -6233846.898252 + Penalty 12375.966865 = -6221470.931388
  nChanged 512
		SP:Iteration 12Q (26817.650000 sec): 3 clusters
  Score: Raw -6234034.862723 + Penalty 12375.966865 = -6221658.895859
  nChanged 420
		SP:Iteration 13Q (26817.830000 sec): 3 clusters
  Score: Raw -6234181.644718 + Penalty 12375.966865 = -6221805.677853
  nChanged 355
		SP:Iteration 14Q (26818.010000 sec): 3 clusters
  Score: Raw -6234291.956519 + Penalty 12375.966865 = -6221915.989654
  nChanged 309
		SP:Iteration 15Q (26818.190000 sec): 3 clusters
  Score: Raw -6234386.503679 + Penalty 12375.966865 = -6222010.536814
  nChanged 288
		SP:Iteration 16Q (26818.370000 sec): 3 clusters
  Score: Raw -6234470.440804 + Penalty 12375.966865 = -6222094.473940
  nChanged 247
		SP:Iteration 17Q (26818.550000 sec): 3 clusters
  Score: Raw -6234547.885117 + Penalty 12375.966865 = -6222171.918252
  nChanged 224
		SP:Iteration 18Q (26818.730000 sec): 3 clusters
  Score: Raw -6234609.438347 + Penalty 12375.966865 = -6222233.471483
  nChanged 209
		SP:Iteration 19Q (26818.910000 sec): 3 clusters
  Score: Raw -6234664.977262 + Penalty 12375.966865 = -6222289.010397
  nChanged 193
		SP:Iteration 20F (26819.090000 sec): 3 clusters
  Score: Raw -6234722.822230 + Penalty 12375.966865 = -6222346.855365
  nChanged 181
		SP:Iteration 21Q (26819.270000 sec): 3 clusters
  Score: Raw -6234770.846451 + Penalty 12375.966865 = -6222394.879587
  nChanged 137
		SP:Iteration 22Q (26819.450000 sec): 3 clusters
  Score: Raw -6234808.136697 + Penalty 12375.966865 = -6222432.169832
  nChanged 153
		SP:Iteration 23Q (26819.630000 sec): 3 clusters
  Score: Raw -6234852.285435 + Penalty 12375.966865 = -6222476.318570
  nChanged 146
		SP:Iteration 24Q (26819.800000 sec): 3 clusters
  Score: Raw -6234893.550305 + Penalty 12375.966865 = -6222517.583441
  nChanged 147
		SP:Iteration 25Q (26819.980000 sec): 3 clusters
  Score: Raw -6234935.610505 + Penalty 12375.966865 = -6222559.643640
  nChanged 170
		SP:Iteration 26Q (26820.160000 sec): 3 clusters
  Score: Raw -6234986.003614 + Penalty 12375.966865 = -6222610.036749
  nChanged 172
		SP:Iteration 27Q (26820.330000 sec): 3 clusters
  Score: Raw -6235038.935399 + Penalty 12375.966865 = -6222662.968534
  nChanged 177
		SP:Iteration 28Q (26820.510000 sec): 3 clusters
  Score: Raw -6235096.308068 + Penalty 12375.966865 = -6222720.341203
  nChanged 166
		SP:Iteration 29Q (26820.690000 sec): 3 clusters
  Score: Raw -6235149.258799 + Penalty 12375.966865 = -6222773.291934
  nChanged 164
		SP:Iteration 30Q (26820.860000 sec): 3 clusters
  Score: Raw -6235201.720133 + Penalty 12375.966865 = -6222825.753268
  nChanged 171
		SP:Iteration 31Q (26821.040000 sec): 3 clusters
  Score: Raw -6235260.599958 + Penalty 12375.966865 = -6222884.633093
  nChanged 168
		SP:Iteration 32Q (26821.210000 sec): 3 clusters
  Score: Raw -6235321.062528 + Penalty 12375.966865 = -6222945.095663
  nChanged 169
		SP:Iteration 33Q (26821.390000 sec): 3 clusters
  Score: Raw -6235379.450333 + Penalty 12375.966865 = -6223003.483468
  nChanged 170
		SP:Iteration 34Q (26821.560000 sec): 3 clusters
  Score: Raw -6235442.740346 + Penalty 12375.966865 = -6223066.773481
  nChanged 190
		SP:Iteration 35Q (26821.730000 sec): 3 clusters
  Score: Raw -6235523.073753 + Penalty 12375.966865 = -6223147.106888
  nChanged 197
		SP:Iteration 36Q (26821.910000 sec): 3 clusters
  Score: Raw -6235601.534854 + Penalty 12375.966865 = -6223225.567989
  nChanged 189
		SP:Iteration 37Q (26822.070000 sec): 3 clusters
  Score: Raw -6235680.267360 + Penalty 12375.966865 = -6223304.300495
  nChanged 190
		SP:Iteration 38Q (26822.250000 sec): 3 clusters
  Score: Raw -6235770.256901 + Penalty 12375.966865 = -6223394.290037
  nChanged 178
		SP:Iteration 39Q (26822.420000 sec): 3 clusters
  Score: Raw -6235851.821235 + Penalty 12375.966865 = -6223475.854371
  nChanged 174
		SP:Iteration 40F (26822.600000 sec): 3 clusters
  Score: Raw -6235927.489450 + Penalty 12375.966865 = -6223551.522585
  nChanged 165
		SP:Iteration 41Q (26822.770000 sec): 3 clusters
  Score: Raw -6235997.175767 + Penalty 12375.966865 = -6223621.208902
  nChanged 156
		SP:Iteration 42Q (26822.940000 sec): 3 clusters
  Score: Raw -6236060.779218 + Penalty 12375.966865 = -6223684.812353
  nChanged 166
		SP:Iteration 43Q (26823.110000 sec): 3 clusters
  Score: Raw -6236131.096239 + Penalty 12375.966865 = -6223755.129374
  nChanged 150
		SP:Iteration 44Q (26823.270000 sec): 3 clusters
  Score: Raw -6236191.086137 + Penalty 12375.966865 = -6223815.119272
  nChanged 159
		SP:Iteration 45Q (26823.440000 sec): 3 clusters
  Score: Raw -6236248.344458 + Penalty 12375.966865 = -6223872.377594
  nChanged 126
		SP:Iteration 46Q (26823.600000 sec): 3 clusters
  Score: Raw -6236295.076512 + Penalty 12375.966865 = -6223919.109648
  nChanged 120
		SP:Iteration 47Q (26823.770000 sec): 3 clusters
  Score: Raw -6236339.715634 + Penalty 12375.966865 = -6223963.748769
  nChanged 116
		SP:Iteration 48Q (26823.930000 sec): 3 clusters
  Score: Raw -6236385.773442 + Penalty 12375.966865 = -6224009.806577
  nChanged 116
		SP:Iteration 49Q (26824.090000 sec): 3 clusters
  Score: Raw -6236437.373677 + Penalty 12375.966865 = -6224061.406812
  nChanged 134
		SP:Iteration 50Q (26824.250000 sec): 3 clusters
  Score: Raw -6236504.864863 + Penalty 12375.966865 = -6224128.897998
  nChanged 152
		SP:Iteration 51Q (26824.420000 sec): 3 clusters
  Score: Raw -6236589.847465 + Penalty 12375.966865 = -6224213.880600
  nChanged 150
		SP:Iteration 52Q (26824.580000 sec): 3 clusters
  Score: Raw -6236693.726126 + Penalty 12375.966865 = -6224317.759262
  nChanged 160
		SP:Iteration 53Q (26824.740000 sec): 3 clusters
  Score: Raw -6236812.261015 + Penalty 12375.966865 = -6224436.294151
  nChanged 169
		SP:Iteration 54Q (26824.900000 sec): 3 clusters
  Score: Raw -6236914.821772 + Penalty 12375.966865 = -6224538.854907
  nChanged 153
		SP:Iteration 55Q (26825.060000 sec): 3 clusters
  Score: Raw -6236993.118086 + Penalty 12375.966865 = -6224617.151221
  nChanged 134
		SP:Iteration 56Q (26825.210000 sec): 3 clusters
  Score: Raw -6237054.765406 + Penalty 12375.966865 = -6224678.798542
  nChanged 113
		SP:Iteration 57Q (26825.370000 sec): 3 clusters
  Score: Raw -6237099.066450 + Penalty 12375.966865 = -6224723.099585
  nChanged 86
		SP:Iteration 58Q (26825.530000 sec): 3 clusters
  Score: Raw -6237131.700641 + Penalty 12375.966865 = -6224755.733776
  nChanged 64
		SP:Iteration 59Q (26825.680000 sec): 3 clusters
  Score: Raw -6237157.791921 + Penalty 12375.966865 = -6224781.825057
  nChanged 61
		SP:Iteration 60F (26825.860000 sec): 3 clusters
  Score: Raw -6237179.805833 + Penalty 12375.966865 = -6224803.838968
  nChanged 49
		SP:Iteration 61Q (26826.020000 sec): 3 clusters
  Score: Raw -6237195.350573 + Penalty 12375.966865 = -6224819.383709
  nChanged 39
		SP:Iteration 62Q (26826.170000 sec): 3 clusters
  Score: Raw -6237206.977287 + Penalty 12375.966865 = -6224831.010423
  nChanged 32
		SP:Iteration 63Q (26826.320000 sec): 3 clusters
  Score: Raw -6237218.314547 + Penalty 12375.966865 = -6224842.347682
  nChanged 27
		SP:Iteration 64Q (26826.470000 sec): 3 clusters
  Score: Raw -6237227.511143 + Penalty 12375.966865 = -6224851.544278
  nChanged 24
		SP:Iteration 65Q (26826.630000 sec): 3 clusters
  Score: Raw -6237235.899570 + Penalty 12375.966865 = -6224859.932706
  nChanged 15
		SP:Iteration 66Q (26826.780000 sec): 3 clusters
  Score: Raw -6237242.135608 + Penalty 12375.966865 = -6224866.168743
  nChanged 13
		SP:Iteration 67Q (26826.930000 sec): 3 clusters
  Score: Raw -6237246.583496 + Penalty 12375.966865 = -6224870.616631
  nChanged 14
		SP:Iteration 68Q (26827.090000 sec): 3 clusters
  Score: Raw -6237250.838062 + Penalty 12375.966865 = -6224874.871197
  nChanged 13
		SP:Iteration 69Q (26827.240000 sec): 3 clusters
  Score: Raw -6237256.298334 + Penalty 12375.966865 = -6224880.331469
  nChanged 13
		SP:Iteration 70Q (26827.390000 sec): 3 clusters
  Score: Raw -6237260.609037 + Penalty 12375.966865 = -6224884.642172
  nChanged 7
		SP:Iteration 71Q (26827.540000 sec): 3 clusters
  Score: Raw -6237263.129532 + Penalty 12375.966865 = -6224887.162667
  nChanged 8
		SP:Iteration 72Q (26827.690000 sec): 3 clusters
  Score: Raw -6237265.509293 + Penalty 12375.966865 = -6224889.542428
  nChanged 4
		SP:Iteration 73Q (26827.850000 sec): 3 clusters
  Score: Raw -6237266.244028 + Penalty 12375.966865 = -6224890.277164
  nChanged 3
		SP:Iteration 74Q (26828.000000 sec): 3 clusters
  Score: Raw -6237266.991573 + Penalty 12375.966865 = -6224891.024708
  nChanged 3
		SP:Iteration 75Q (26828.150000 sec): 3 clusters
  Score: Raw -6237269.261276 + Penalty 12375.966865 = -6224893.294411
  nChanged 3
		SP:Iteration 76Q (26828.300000 sec): 3 clusters
  Score: Raw -6237270.260101 + Penalty 12375.966865 = -6224894.293236
  nChanged 3
		SP:Iteration 77Q (26828.450000 sec): 3 clusters
  Score: Raw -6237271.093862 + Penalty 12375.966865 = -6224895.126997
  nChanged 2
		SP:Iteration 78Q (26828.610000 sec): 3 clusters
  Score: Raw -6237271.811754 + Penalty 12375.966865 = -6224895.844889
  nChanged 2
		SP:Iteration 79Q (26828.750000 sec): 3 clusters
  Score: Raw -6237272.185894 + Penalty 12375.966865 = -6224896.219029
  nChanged 2
		SP:Iteration 80F (26828.930000 sec): 3 clusters
  Score: Raw -6237272.935054 + Penalty 12375.966865 = -6224896.968189
  nChanged 4
		SP:Iteration 81Q (26829.090000 sec): 3 clusters
  Score: Raw -6237274.134770 + Penalty 12375.966865 = -6224898.167905
  nChanged 2
		SP:Iteration 82Q (26829.240000 sec): 3 clusters
  Score: Raw -6237274.544973 + Penalty 12375.966865 = -6224898.578108
  nChanged 0
		SP:Iteration 83F (26829.420000 sec): 3 clusters
  Score: Raw -6237274.544973 + Penalty 12375.966865 = -6224898.578108
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (65535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26829.850000 sec): 2 clusters
  Score: Raw -17674132.512306 + Penalty 6792.833023 = -17667339.679283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26830.340000 sec): 3 clusters
  Score: Raw -17635274.920511 + Penalty 13585.666047 = -17621689.254464
  nChanged 29327
		SP:Iteration 1F (26830.840000 sec): 3 clusters
  Score: Raw -17650979.374042 + Penalty 13585.666047 = -17637393.707995
  nChanged 3139
		SP:Iteration 2Q (26831.340000 sec): 3 clusters
  Score: Raw -17651977.295110 + Penalty 13585.666047 = -17638391.629063
  nChanged 2673
		SP:Iteration 3Q (26831.840000 sec): 3 clusters
  Score: Raw -17652780.582353 + Penalty 13585.666047 = -17639194.916306
  nChanged 2334
		SP:Iteration 4Q (26832.340000 sec): 3 clusters
  Score: Raw -17653435.705280 + Penalty 13585.666047 = -17639850.039234
  nChanged 2038
		SP:Iteration 5Q (26832.840000 sec): 3 clusters
  Score: Raw -17654034.215632 + Penalty 13585.666047 = -17640448.549585
  nChanged 1962
		SP:Iteration 6Q (26833.340000 sec): 3 clusters
  Score: Raw -17654624.571149 + Penalty 13585.666047 = -17641038.905102
  nChanged 1906
		SP:Iteration 7Q (26833.840000 sec): 3 clusters
  Score: Raw -17655241.968782 + Penalty 13585.666047 = -17641656.302735
  nChanged 1997
		SP:Iteration 8Q (26834.340000 sec): 3 clusters
  Score: Raw -17655958.572505 + Penalty 13585.666047 = -17642372.906458
  nChanged 2183
		SP:Iteration 9Q (26834.830000 sec): 3 clusters
  Score: Raw -17656886.557111 + Penalty 13585.666047 = -17643300.891064
  nChanged 2537
		SP:Iteration 10Q (26835.330000 sec): 3 clusters
  Score: Raw -17658163.660774 + Penalty 13585.666047 = -17644577.994728
  nChanged 3078
		SP:Iteration 11Q (26835.840000 sec): 3 clusters
  Score: Raw -17659951.075745 + Penalty 13585.666047 = -17646365.409698
  nChanged 3403
		SP:Iteration 12F (26836.340000 sec): 3 clusters
  Score: Raw -17662260.642981 + Penalty 13585.666047 = -17648674.976934
  nChanged 3606
		SP:Iteration 13F (26836.830000 sec): 3 clusters
  Score: Raw -17665020.789762 + Penalty 13585.666047 = -17651435.123715
  nChanged 3495
		SP:Iteration 14F (26837.320000 sec): 3 clusters
  Score: Raw -17667891.959874 + Penalty 13585.666047 = -17654306.293828
  nChanged 2949
		SP:Iteration 15Q (26837.790000 sec): 3 clusters
  Score: Raw -17670414.124016 + Penalty 13585.666047 = -17656828.457969
  nChanged 2107
		SP:Iteration 16Q (26838.230000 sec): 3 clusters
  Score: Raw -17672274.293754 + Penalty 13585.666047 = -17658688.627707
  nChanged 1439
		SP:Iteration 17Q (26838.650000 sec): 3 clusters
  Score: Raw -17673562.355063 + Penalty 13585.666047 = -17659976.689016
  nChanged 905
		SP:Iteration 18Q (26839.050000 sec): 3 clusters
  Score: Raw -17674360.190146 + Penalty 13585.666047 = -17660774.524099
  nChanged 584
		SP:Iteration 19Q (26839.440000 sec): 3 clusters
  Score: Raw -17674837.066420 + Penalty 13585.666047 = -17661251.400373
  nChanged 367
		SP:Iteration 20F (26839.930000 sec): 3 clusters
  Score: Raw -17675121.640163 + Penalty 13585.666047 = -17661535.974116
  nChanged 269
		SP:Iteration 21Q (26840.300000 sec): 3 clusters
  Score: Raw -17675325.161843 + Penalty 13585.666047 = -17661739.495796
  nChanged 217
		SP:Iteration 22Q (26840.660000 sec): 3 clusters
  Score: Raw -17675469.361523 + Penalty 13585.666047 = -17661883.695476
  nChanged 147
		SP:Iteration 23Q (26841.020000 sec): 3 clusters
  Score: Raw -17675561.342962 + Penalty 13585.666047 = -17661975.676915
  nChanged 102
		SP:Iteration 24Q (26841.380000 sec): 3 clusters
  Score: Raw -17675623.505249 + Penalty 13585.666047 = -17662037.839202
  nChanged 85
		SP:Iteration 25Q (26841.740000 sec): 3 clusters
  Score: Raw -17675672.528311 + Penalty 13585.666047 = -17662086.862264
  nChanged 53
		SP:Iteration 26Q (26842.100000 sec): 3 clusters
  Score: Raw -17675696.420212 + Penalty 13585.666047 = -17662110.754165
  nChanged 42
		SP:Iteration 27Q (26842.450000 sec): 3 clusters
  Score: Raw -17675718.313344 + Penalty 13585.666047 = -17662132.647298
  nChanged 33
		SP:Iteration 28Q (26842.810000 sec): 3 clusters
  Score: Raw -17675735.107318 + Penalty 13585.666047 = -17662149.441271
  nChanged 26
		SP:Iteration 29Q (26843.160000 sec): 3 clusters
  Score: Raw -17675746.321791 + Penalty 13585.666047 = -17662160.655744
  nChanged 23
		SP:Iteration 30Q (26843.520000 sec): 3 clusters
  Score: Raw -17675758.038883 + Penalty 13585.666047 = -17662172.372836
  nChanged 21
		SP:Iteration 31Q (26843.860000 sec): 3 clusters
  Score: Raw -17675767.081021 + Penalty 13585.666047 = -17662181.414974
  nChanged 17
		SP:Iteration 32Q (26844.220000 sec): 3 clusters
  Score: Raw -17675776.485643 + Penalty 13585.666047 = -17662190.819596
  nChanged 19
		SP:Iteration 33Q (26844.570000 sec): 3 clusters
  Score: Raw -17675786.260582 + Penalty 13585.666047 = -17662200.594536
  nChanged 10
		SP:Iteration 34Q (26844.920000 sec): 3 clusters
  Score: Raw -17675790.831900 + Penalty 13585.666047 = -17662205.165853
  nChanged 10
		SP:Iteration 35Q (26845.280000 sec): 3 clusters
  Score: Raw -17675795.872813 + Penalty 13585.666047 = -17662210.206766
  nChanged 5
		SP:Iteration 36Q (26845.630000 sec): 3 clusters
  Score: Raw -17675798.563629 + Penalty 13585.666047 = -17662212.897582
  nChanged 7
		SP:Iteration 37Q (26845.980000 sec): 3 clusters
  Score: Raw -17675801.292015 + Penalty 13585.666047 = -17662215.625969
  nChanged 4
		SP:Iteration 38Q (26846.340000 sec): 3 clusters
  Score: Raw -17675802.852538 + Penalty 13585.666047 = -17662217.186491
  nChanged 7
		SP:Iteration 39Q (26846.690000 sec): 3 clusters
  Score: Raw -17675806.495469 + Penalty 13585.666047 = -17662220.829422
  nChanged 5
		SP:Iteration 40F (26847.180000 sec): 3 clusters
  Score: Raw -17675808.581208 + Penalty 13585.666047 = -17662222.915161
  nChanged 5
		SP:Iteration 41Q (26847.540000 sec): 3 clusters
  Score: Raw -17675810.636689 + Penalty 13585.666047 = -17662224.970642
  nChanged 0
		SP:Iteration 42F (26848.030000 sec): 3 clusters
  Score: Raw -17675810.636689 + Penalty 13585.666047 = -17662224.970642
  nChanged 0
Deleting Class 24 (261 points): Lose 4011.038776 but Gain 8884.486483
Iteration 59Q (26916.540000 sec): 49 clusters
  Score: Raw -522370161.126201 + Penalty 426455.351189 = -521943705.775012
  nChanged 26669
Iteration 60F (27177.070000 sec): 49 clusters
  Score: Raw -522389258.081180 + Penalty 426455.351189 = -521962802.729991
  nChanged 25287
Iteration 61Q (27213.680000 sec): 49 clusters
  Score: Raw -522401382.699878 + Penalty 426455.351189 = -521974927.348690
  nChanged 14676
Iteration 62Q (27248.820000 sec): 49 clusters
  Score: Raw -522406281.827492 + Penalty 426455.351189 = -521979826.476303
  nChanged 10920
Iteration 63Q (27283.400000 sec): 49 clusters
  Score: Raw -522409373.977447 + Penalty 426455.351189 = -521982918.626258
  nChanged 8669
Iteration 64Q (27317.600000 sec): 49 clusters
  Score: Raw -522411461.579050 + Penalty 426455.351189 = -521985006.227861
  nChanged 7036
Iteration 65Q (27351.580000 sec): 49 clusters
  Score: Raw -522413070.936198 + Penalty 426455.351189 = -521986615.585009
  nChanged 5937
Iteration 66Q (27385.340000 sec): 49 clusters
  Score: Raw -522414341.108082 + Penalty 426455.351189 = -521987885.756893
  nChanged 4910
Iteration 67Q (27419.000000 sec): 49 clusters
  Score: Raw -522415224.098434 + Penalty 426455.351189 = -521988768.747245
  nChanged 4099
Iteration 68Q (27451.930000 sec): 49 clusters
  Score: Raw -522415795.705224 + Penalty 426455.351189 = -521989340.354036
  nChanged 3371
Iteration 69Q (27483.800000 sec): 49 clusters
  Score: Raw -522416220.630148 + Penalty 426455.351189 = -521989765.278959
  nChanged 2876
Iteration 70Q (27515.610000 sec): 49 clusters
  Score: Raw -522416559.740063 + Penalty 426455.351189 = -521990104.388874
  nChanged 2447
Iteration 71Q (27547.270000 sec): 49 clusters
  Score: Raw -522416812.160232 + Penalty 426455.351189 = -521990356.809043
  nChanged 2141
Iteration 72Q (27579.100000 sec): 49 clusters
  Score: Raw -522417013.943170 + Penalty 426455.351189 = -521990558.591981
  nChanged 1849
Iteration 73Q (27610.870000 sec): 49 clusters
  Score: Raw -522417249.527453 + Penalty 426455.351189 = -521990794.176264
  nChanged 1587
Iteration 74Q (27642.400000 sec): 49 clusters
  Score: Raw -522417411.040572 + Penalty 426455.351189 = -521990955.689383
  nChanged 1378
Iteration 75Q (27673.890000 sec): 49 clusters
  Score: Raw -522417514.325721 + Penalty 426455.351189 = -521991058.974532
  nChanged 1200
Iteration 76Q (27705.350000 sec): 49 clusters
  Score: Raw -522417603.338585 + Penalty 426455.351189 = -521991147.987396
  nChanged 1016
Iteration 77Q (27736.730000 sec): 49 clusters
  Score: Raw -522417678.460510 + Penalty 426455.351189 = -521991223.109321
  nChanged 871
Iteration 78Q (27768.040000 sec): 49 clusters
  Score: Raw -522417734.443339 + Penalty 426455.351189 = -521991279.092151
  nChanged 816
Iteration 79Q (27799.320000 sec): 49 clusters
  Score: Raw -522417784.309686 + Penalty 426455.351189 = -521991328.958497
  nChanged 732
Iteration 80F (28056.270000 sec): 49 clusters
  Score: Raw -522419631.969677 + Penalty 426455.351189 = -521993176.618489
  nChanged 1030
Iteration 81Q (28088.500000 sec): 49 clusters
  Score: Raw -522421131.993724 + Penalty 426455.351189 = -521994676.642535
  nChanged 1274
Iteration 82Q (28120.700000 sec): 49 clusters
  Score: Raw -522421759.458694 + Penalty 426455.351189 = -521995304.107505
  nChanged 1300
Iteration 83Q (28152.870000 sec): 49 clusters
  Score: Raw -522422168.360098 + Penalty 426455.351189 = -521995713.008909
  nChanged 1236
Iteration 84Q (28185.130000 sec): 49 clusters
  Score: Raw -522422465.628009 + Penalty 426455.351189 = -521996010.276820
  nChanged 1225
Iteration 85Q (28217.390000 sec): 49 clusters
  Score: Raw -522422756.608258 + Penalty 426455.351189 = -521996301.257069
  nChanged 1186
Iteration 86Q (28249.730000 sec): 49 clusters
  Score: Raw -522422969.265665 + Penalty 426455.351189 = -521996513.914476
  nChanged 1105
Iteration 87Q (28282.120000 sec): 49 clusters
  Score: Raw -522423165.545162 + Penalty 426455.351189 = -521996710.193973
  nChanged 1119
Iteration 88Q (28315.530000 sec): 49 clusters
  Score: Raw -522423473.686199 + Penalty 426455.351189 = -521997018.335010
  nChanged 1051
Iteration 89Q (28349.150000 sec): 49 clusters
  Score: Raw -522423616.391281 + Penalty 426455.351189 = -521997161.040092
  nChanged 1066
Iteration 90Q (28382.220000 sec): 49 clusters
  Score: Raw -522423752.294538 + Penalty 426455.351189 = -521997296.943349
  nChanged 985
Iteration 91Q (28414.270000 sec): 49 clusters
  Score: Raw -522423854.040767 + Penalty 426455.351189 = -521997398.689578
  nChanged 918
Iteration 92Q (28447.030000 sec): 49 clusters
  Score: Raw -522423948.969244 + Penalty 426455.351189 = -521997493.618055
  nChanged 892
Iteration 93Q (28480.630000 sec): 49 clusters
  Score: Raw -522424042.285977 + Penalty 426455.351189 = -521997586.934788
  nChanged 862
Iteration 94Q (28514.180000 sec): 49 clusters
  Score: Raw -522424125.741988 + Penalty 426455.351189 = -521997670.390799
  nChanged 834
Iteration 95Q (28547.750000 sec): 49 clusters
  Score: Raw -522424204.390120 + Penalty 426455.351189 = -521997749.038931
  nChanged 797
Iteration 96Q (28581.350000 sec): 49 clusters
  Score: Raw -522424275.295218 + Penalty 426455.351189 = -521997819.944029
  nChanged 753
Iteration 97Q (28614.890000 sec): 49 clusters
  Score: Raw -522424355.456721 + Penalty 426455.351189 = -521997900.105532
  nChanged 727
Iteration 98Q (28648.450000 sec): 49 clusters
  Score: Raw -522424423.034116 + Penalty 426455.351189 = -521997967.682927
  nChanged 717
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522424423.034116 + Penalty 426455.351189 = -521997967.682927
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (53102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28649.090000 sec): 2 clusters
  Score: Raw -13439664.086139 + Penalty 6663.981546 = -13433000.104593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28649.500000 sec): 3 clusters
  Score: Raw -13408515.133028 + Penalty 13327.963092 = -13395187.169936
  nChanged 23500
		SP:Iteration 1F (28649.900000 sec): 3 clusters
  Score: Raw -13421682.163151 + Penalty 13327.963092 = -13408354.200058
  nChanged 3241
		SP:Iteration 2F (28650.310000 sec): 3 clusters
  Score: Raw -13423159.062751 + Penalty 13327.963092 = -13409831.099659
  nChanged 2964
		SP:Iteration 3F (28650.720000 sec): 3 clusters
  Score: Raw -13424632.626168 + Penalty 13327.963092 = -13411304.663075
  nChanged 2809
		SP:Iteration 4F (28651.130000 sec): 3 clusters
  Score: Raw -13426147.392479 + Penalty 13327.963092 = -13412819.429387
  nChanged 2744
		SP:Iteration 5F (28651.540000 sec): 3 clusters
  Score: Raw -13427654.517244 + Penalty 13327.963092 = -13414326.554151
  nChanged 2685
		SP:Iteration 6F (28651.940000 sec): 3 clusters
  Score: Raw -13429171.168691 + Penalty 13327.963092 = -13415843.205599
  nChanged 2690
		SP:Iteration 7F (28652.350000 sec): 3 clusters
  Score: Raw -13430719.636623 + Penalty 13327.963092 = -13417391.673530
  nChanged 2615
		SP:Iteration 8Q (28652.760000 sec): 3 clusters
  Score: Raw -13432404.665166 + Penalty 13327.963092 = -13419076.702074
  nChanged 2684
		SP:Iteration 9F (28653.160000 sec): 3 clusters
  Score: Raw -13434307.872559 + Penalty 13327.963092 = -13420979.909467
  nChanged 2593
		SP:Iteration 10Q (28653.560000 sec): 3 clusters
  Score: Raw -13436078.838574 + Penalty 13327.963092 = -13422750.875481
  nChanged 2320
		SP:Iteration 11Q (28653.960000 sec): 3 clusters
  Score: Raw -13437578.005300 + Penalty 13327.963092 = -13424250.042208
  nChanged 1974
		SP:Iteration 12Q (28654.350000 sec): 3 clusters
  Score: Raw -13438694.650958 + Penalty 13327.963092 = -13425366.687865
  nChanged 1512
		SP:Iteration 13Q (28654.740000 sec): 3 clusters
  Score: Raw -13439464.345510 + Penalty 13327.963092 = -13426136.382417
  nChanged 1226
		SP:Iteration 14Q (28655.120000 sec): 3 clusters
  Score: Raw -13440029.413855 + Penalty 13327.963092 = -13426701.450763
  nChanged 1017
		SP:Iteration 15Q (28655.490000 sec): 3 clusters
  Score: Raw -13440434.671878 + Penalty 13327.963092 = -13427106.708785
  nChanged 809
		SP:Iteration 16Q (28655.860000 sec): 3 clusters
  Score: Raw -13440737.030390 + Penalty 13327.963092 = -13427409.067298
  nChanged 679
		SP:Iteration 17Q (28656.230000 sec): 3 clusters
  Score: Raw -13440975.973778 + Penalty 13327.963092 = -13427648.010686
  nChanged 576
		SP:Iteration 18Q (28656.590000 sec): 3 clusters
  Score: Raw -13441174.857505 + Penalty 13327.963092 = -13427846.894412
  nChanged 541
		SP:Iteration 19Q (28656.950000 sec): 3 clusters
  Score: Raw -13441362.561395 + Penalty 13327.963092 = -13428034.598303
  nChanged 491
		SP:Iteration 20F (28657.360000 sec): 3 clusters
  Score: Raw -13441528.895125 + Penalty 13327.963092 = -13428200.932032
  nChanged 453
		SP:Iteration 21Q (28657.710000 sec): 3 clusters
  Score: Raw -13441675.940275 + Penalty 13327.963092 = -13428347.977183
  nChanged 378
		SP:Iteration 22Q (28658.060000 sec): 3 clusters
  Score: Raw -13441791.491914 + Penalty 13327.963092 = -13428463.528822
  nChanged 316
		SP:Iteration 23Q (28658.410000 sec): 3 clusters
  Score: Raw -13441892.301337 + Penalty 13327.963092 = -13428564.338245
  nChanged 301
		SP:Iteration 24Q (28658.760000 sec): 3 clusters
  Score: Raw -13441982.308238 + Penalty 13327.963092 = -13428654.345145
  nChanged 280
		SP:Iteration 25Q (28659.100000 sec): 3 clusters
  Score: Raw -13442072.390405 + Penalty 13327.963092 = -13428744.427313
  nChanged 279
		SP:Iteration 26Q (28659.440000 sec): 3 clusters
  Score: Raw -13442166.611640 + Penalty 13327.963092 = -13428838.648547
  nChanged 264
		SP:Iteration 27Q (28659.790000 sec): 3 clusters
  Score: Raw -13442255.537190 + Penalty 13327.963092 = -13428927.574098
  nChanged 265
		SP:Iteration 28Q (28660.130000 sec): 3 clusters
  Score: Raw -13442346.743510 + Penalty 13327.963092 = -13429018.780418
  nChanged 227
		SP:Iteration 29Q (28660.470000 sec): 3 clusters
  Score: Raw -13442418.033862 + Penalty 13327.963092 = -13429090.070770
  nChanged 205
		SP:Iteration 30Q (28660.800000 sec): 3 clusters
  Score: Raw -13442487.047495 + Penalty 13327.963092 = -13429159.084402
  nChanged 218
		SP:Iteration 31Q (28661.140000 sec): 3 clusters
  Score: Raw -13442558.645311 + Penalty 13327.963092 = -13429230.682218
  nChanged 190
		SP:Iteration 32Q (28661.480000 sec): 3 clusters
  Score: Raw -13442622.539144 + Penalty 13327.963092 = -13429294.576052
  nChanged 177
		SP:Iteration 33Q (28661.810000 sec): 3 clusters
  Score: Raw -13442682.650410 + Penalty 13327.963092 = -13429354.687317
  nChanged 170
		SP:Iteration 34Q (28662.140000 sec): 3 clusters
  Score: Raw -13442739.119360 + Penalty 13327.963092 = -13429411.156268
  nChanged 155
		SP:Iteration 35Q (28662.470000 sec): 3 clusters
  Score: Raw -13442786.276733 + Penalty 13327.963092 = -13429458.313641
  nChanged 125
		SP:Iteration 36Q (28662.800000 sec): 3 clusters
  Score: Raw -13442823.123995 + Penalty 13327.963092 = -13429495.160902
  nChanged 112
		SP:Iteration 37Q (28663.130000 sec): 3 clusters
  Score: Raw -13442860.853879 + Penalty 13327.963092 = -13429532.890786
  nChanged 98
		SP:Iteration 38Q (28663.450000 sec): 3 clusters
  Score: Raw -13442890.467521 + Penalty 13327.963092 = -13429562.504429
  nChanged 98
		SP:Iteration 39Q (28663.780000 sec): 3 clusters
  Score: Raw -13442923.577227 + Penalty 13327.963092 = -13429595.614135
  nChanged 107
		SP:Iteration 40F (28664.190000 sec): 3 clusters
  Score: Raw -13442957.283357 + Penalty 13327.963092 = -13429629.320265
  nChanged 103
		SP:Iteration 41Q (28664.510000 sec): 3 clusters
  Score: Raw -13442992.997390 + Penalty 13327.963092 = -13429665.034298
  nChanged 115
		SP:Iteration 42Q (28664.830000 sec): 3 clusters
  Score: Raw -13443046.667972 + Penalty 13327.963092 = -13429718.704880
  nChanged 128
		SP:Iteration 43Q (28665.160000 sec): 3 clusters
  Score: Raw -13443110.389937 + Penalty 13327.963092 = -13429782.426845
  nChanged 142
		SP:Iteration 44Q (28665.480000 sec): 3 clusters
  Score: Raw -13443185.310274 + Penalty 13327.963092 = -13429857.347181
  nChanged 146
		SP:Iteration 45Q (28665.800000 sec): 3 clusters
  Score: Raw -13443259.480757 + Penalty 13327.963092 = -13429931.517664
  nChanged 136
		SP:Iteration 46Q (28666.120000 sec): 3 clusters
  Score: Raw -13443328.638320 + Penalty 13327.963092 = -13430000.675227
  nChanged 146
		SP:Iteration 47Q (28666.440000 sec): 3 clusters
  Score: Raw -13443400.796086 + Penalty 13327.963092 = -13430072.832993
  nChanged 140
		SP:Iteration 48Q (28666.750000 sec): 3 clusters
  Score: Raw -13443467.653529 + Penalty 13327.963092 = -13430139.690437
  nChanged 121
		SP:Iteration 49Q (28667.070000 sec): 3 clusters
  Score: Raw -13443520.519236 + Penalty 13327.963092 = -13430192.556144
  nChanged 96
		SP:Iteration 50Q (28667.380000 sec): 3 clusters
  Score: Raw -13443560.719273 + Penalty 13327.963092 = -13430232.756181
  nChanged 80
		SP:Iteration 51Q (28667.690000 sec): 3 clusters
  Score: Raw -13443590.635450 + Penalty 13327.963092 = -13430262.672357
  nChanged 65
		SP:Iteration 52Q (28668.000000 sec): 3 clusters
  Score: Raw -13443611.308130 + Penalty 13327.963092 = -13430283.345037
  nChanged 59
		SP:Iteration 53Q (28668.310000 sec): 3 clusters
  Score: Raw -13443629.251796 + Penalty 13327.963092 = -13430301.288704
  nChanged 37
		SP:Iteration 54Q (28668.620000 sec): 3 clusters
  Score: Raw -13443640.480231 + Penalty 13327.963092 = -13430312.517139
  nChanged 32
		SP:Iteration 55Q (28668.930000 sec): 3 clusters
  Score: Raw -13443649.623266 + Penalty 13327.963092 = -13430321.660174
  nChanged 32
		SP:Iteration 56Q (28669.240000 sec): 3 clusters
  Score: Raw -13443657.618130 + Penalty 13327.963092 = -13430329.655038
  nChanged 18
		SP:Iteration 57Q (28669.550000 sec): 3 clusters
  Score: Raw -13443662.804325 + Penalty 13327.963092 = -13430334.841232
  nChanged 15
		SP:Iteration 58Q (28669.860000 sec): 3 clusters
  Score: Raw -13443667.813900 + Penalty 13327.963092 = -13430339.850808
  nChanged 14
		SP:Iteration 59Q (28670.170000 sec): 3 clusters
  Score: Raw -13443672.225678 + Penalty 13327.963092 = -13430344.262585
  nChanged 17
		SP:Iteration 60F (28670.570000 sec): 3 clusters
  Score: Raw -13443676.741811 + Penalty 13327.963092 = -13430348.778719
  nChanged 13
		SP:Iteration 61Q (28670.890000 sec): 3 clusters
  Score: Raw -13443680.430463 + Penalty 13327.963092 = -13430352.467371
  nChanged 11
		SP:Iteration 62Q (28671.190000 sec): 3 clusters
  Score: Raw -13443683.618756 + Penalty 13327.963092 = -13430355.655664
  nChanged 8
		SP:Iteration 63Q (28671.510000 sec): 3 clusters
  Score: Raw -13443685.996415 + Penalty 13327.963092 = -13430358.033322
  nChanged 8
		SP:Iteration 64Q (28671.810000 sec): 3 clusters
  Score: Raw -13443687.558761 + Penalty 13327.963092 = -13430359.595669
  nChanged 9
		SP:Iteration 65Q (28672.120000 sec): 3 clusters
  Score: Raw -13443689.962034 + Penalty 13327.963092 = -13430361.998941
  nChanged 5
		SP:Iteration 66Q (28672.430000 sec): 3 clusters
  Score: Raw -13443691.118702 + Penalty 13327.963092 = -13430363.155610
  nChanged 7
		SP:Iteration 67Q (28672.740000 sec): 3 clusters
  Score: Raw -13443692.491096 + Penalty 13327.963092 = -13430364.528004
  nChanged 6
		SP:Iteration 68Q (28673.050000 sec): 3 clusters
  Score: Raw -13443693.857523 + Penalty 13327.963092 = -13430365.894430
  nChanged 8
		SP:Iteration 69Q (28673.360000 sec): 3 clusters
  Score: Raw -13443695.831745 + Penalty 13327.963092 = -13430367.868653
  nChanged 6
		SP:Iteration 70Q (28673.670000 sec): 3 clusters
  Score: Raw -13443697.275911 + Penalty 13327.963092 = -13430369.312819
  nChanged 3
		SP:Iteration 71Q (28673.980000 sec): 3 clusters
  Score: Raw -13443697.773905 + Penalty 13327.963092 = -13430369.810812
  nChanged 4
		SP:Iteration 72Q (28674.290000 sec): 3 clusters
  Score: Raw -13443698.468488 + Penalty 13327.963092 = -13430370.505396
  nChanged 0
		SP:Iteration 73F (28674.700000 sec): 3 clusters
  Score: Raw -13443698.468488 + Penalty 13327.963092 = -13430370.505396
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (41841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28674.970000 sec): 2 clusters
  Score: Raw -11160247.158769 + Penalty 6517.999599 = -11153729.159170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28675.290000 sec): 3 clusters
  Score: Raw -11136431.654128 + Penalty 13035.999199 = -11123395.654929
  nChanged 18004
		SP:Iteration 1F (28675.610000 sec): 3 clusters
  Score: Raw -11145972.854138 + Penalty 13035.999199 = -11132936.854939
  nChanged 2352
		SP:Iteration 2F (28675.920000 sec): 3 clusters
  Score: Raw -11146952.962477 + Penalty 13035.999199 = -11133916.963278
  nChanged 2025
		SP:Iteration 3Q (28676.250000 sec): 3 clusters
  Score: Raw -11147856.163135 + Penalty 13035.999199 = -11134820.163937
  nChanged 1957
		SP:Iteration 4Q (28676.570000 sec): 3 clusters
  Score: Raw -11148919.854052 + Penalty 13035.999199 = -11135883.854854
  nChanged 1991
		SP:Iteration 5Q (28676.890000 sec): 3 clusters
  Score: Raw -11150194.434369 + Penalty 13035.999199 = -11137158.435170
  nChanged 2089
		SP:Iteration 6Q (28677.210000 sec): 3 clusters
  Score: Raw -11151673.644252 + Penalty 13035.999199 = -11138637.645054
  nChanged 2163
		SP:Iteration 7F (28677.520000 sec): 3 clusters
  Score: Raw -11153140.187734 + Penalty 13035.999199 = -11140104.188535
  nChanged 2104
		SP:Iteration 8F (28677.840000 sec): 3 clusters
  Score: Raw -11154324.657416 + Penalty 13035.999199 = -11141288.658217
  nChanged 1891
		SP:Iteration 9Q (28678.150000 sec): 3 clusters
  Score: Raw -11155261.635057 + Penalty 13035.999199 = -11142225.635858
  nChanged 1689
		SP:Iteration 10Q (28678.470000 sec): 3 clusters
  Score: Raw -11156061.515934 + Penalty 13035.999199 = -11143025.516736
  nChanged 1534
		SP:Iteration 11Q (28678.770000 sec): 3 clusters
  Score: Raw -11156760.808421 + Penalty 13035.999199 = -11143724.809222
  nChanged 1336
		SP:Iteration 12Q (28679.090000 sec): 3 clusters
  Score: Raw -11157342.820234 + Penalty 13035.999199 = -11144306.821035
  nChanged 1226
		SP:Iteration 13Q (28679.390000 sec): 3 clusters
  Score: Raw -11157905.916164 + Penalty 13035.999199 = -11144869.916965
  nChanged 1241
		SP:Iteration 14Q (28679.700000 sec): 3 clusters
  Score: Raw -11158520.435446 + Penalty 13035.999199 = -11145484.436247
  nChanged 1255
		SP:Iteration 15Q (28680.000000 sec): 3 clusters
  Score: Raw -11159222.429845 + Penalty 13035.999199 = -11146186.430646
  nChanged 1281
		SP:Iteration 16Q (28680.310000 sec): 3 clusters
  Score: Raw -11160067.229972 + Penalty 13035.999199 = -11147031.230773
  nChanged 1342
		SP:Iteration 17Q (28680.610000 sec): 3 clusters
  Score: Raw -11161168.800298 + Penalty 13035.999199 = -11148132.801099
  nChanged 1355
		SP:Iteration 18Q (28680.910000 sec): 3 clusters
  Score: Raw -11162606.692194 + Penalty 13035.999199 = -11149570.692995
  nChanged 1211
		SP:Iteration 19Q (28681.200000 sec): 3 clusters
  Score: Raw -11164127.865546 + Penalty 13035.999199 = -11151091.866347
  nChanged 924
		SP:Iteration 20F (28681.520000 sec): 3 clusters
  Score: Raw -11165176.253642 + Penalty 13035.999199 = -11152140.254444
  nChanged 645
		SP:Iteration 21Q (28681.780000 sec): 3 clusters
  Score: Raw -11165717.360490 + Penalty 13035.999199 = -11152681.361291
  nChanged 443
		SP:Iteration 22Q (28682.030000 sec): 3 clusters
  Score: Raw -11165979.211049 + Penalty 13035.999199 = -11152943.211850
  nChanged 281
		SP:Iteration 23Q (28682.280000 sec): 3 clusters
  Score: Raw -11166097.829279 + Penalty 13035.999199 = -11153061.830081
  nChanged 198
		SP:Iteration 24Q (28682.530000 sec): 3 clusters
  Score: Raw -11166158.261230 + Penalty 13035.999199 = -11153122.262031
  nChanged 113
		SP:Iteration 25Q (28682.780000 sec): 3 clusters
  Score: Raw -11166187.323987 + Penalty 13035.999199 = -11153151.324788
  nChanged 80
		SP:Iteration 26Q (28683.020000 sec): 3 clusters
  Score: Raw -11166203.410679 + Penalty 13035.999199 = -11153167.411480
  nChanged 62
		SP:Iteration 27Q (28683.270000 sec): 3 clusters
  Score: Raw -11166215.974378 + Penalty 13035.999199 = -11153179.975179
  nChanged 38
		SP:Iteration 28Q (28683.520000 sec): 3 clusters
  Score: Raw -11166222.914610 + Penalty 13035.999199 = -11153186.915411
  nChanged 34
		SP:Iteration 29Q (28683.760000 sec): 3 clusters
  Score: Raw -11166229.051129 + Penalty 13035.999199 = -11153193.051930
  nChanged 34
		SP:Iteration 30Q (28684.010000 sec): 3 clusters
  Score: Raw -11166235.816125 + Penalty 13035.999199 = -11153199.816926
  nChanged 29
		SP:Iteration 31Q (28684.260000 sec): 3 clusters
  Score: Raw -11166241.104837 + Penalty 13035.999199 = -11153205.105638
  nChanged 19
		SP:Iteration 32Q (28684.500000 sec): 3 clusters
  Score: Raw -11166244.036087 + Penalty 13035.999199 = -11153208.036889
  nChanged 16
		SP:Iteration 33Q (28684.750000 sec): 3 clusters
  Score: Raw -11166246.830018 + Penalty 13035.999199 = -11153210.830820
  nChanged 12
		SP:Iteration 34Q (28685.000000 sec): 3 clusters
  Score: Raw -11166248.552154 + Penalty 13035.999199 = -11153212.552955
  nChanged 13
		SP:Iteration 35Q (28685.240000 sec): 3 clusters
  Score: Raw -11166251.275384 + Penalty 13035.999199 = -11153215.276185
  nChanged 13
		SP:Iteration 36Q (28685.490000 sec): 3 clusters
  Score: Raw -11166252.827875 + Penalty 13035.999199 = -11153216.828676
  nChanged 12
		SP:Iteration 37Q (28685.730000 sec): 3 clusters
  Score: Raw -11166254.732320 + Penalty 13035.999199 = -11153218.733121
  nChanged 7
		SP:Iteration 38Q (28685.990000 sec): 3 clusters
  Score: Raw -11166255.453646 + Penalty 13035.999199 = -11153219.454447
  nChanged 2
		SP:Iteration 39Q (28686.230000 sec): 3 clusters
  Score: Raw -11166255.662675 + Penalty 13035.999199 = -11153219.663476
  nChanged 1
		SP:Iteration 40F (28686.550000 sec): 3 clusters
  Score: Raw -11166255.727806 + Penalty 13035.999199 = -11153219.728607
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (136971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28687.490000 sec): 2 clusters
  Score: Raw -36599986.652614 + Penalty 7244.358758 = -36592742.293856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28688.550000 sec): 3 clusters
  Score: Raw -36514636.239010 + Penalty 14488.717517 = -36500147.521493
  nChanged 63395
		SP:Iteration 1F (28689.610000 sec): 3 clusters
  Score: Raw -36550280.228781 + Penalty 14488.717517 = -36535791.511264
  nChanged 5224
		SP:Iteration 2Q (28690.680000 sec): 3 clusters
  Score: Raw -36551623.092486 + Penalty 14488.717517 = -36537134.374970
  nChanged 4948
		SP:Iteration 3Q (28691.740000 sec): 3 clusters
  Score: Raw -36553018.674214 + Penalty 14488.717517 = -36538529.956697
  nChanged 5103
		SP:Iteration 4Q (28692.810000 sec): 3 clusters
  Score: Raw -36554612.269270 + Penalty 14488.717517 = -36540123.551753
  nChanged 5434
		SP:Iteration 5Q (28693.870000 sec): 3 clusters
  Score: Raw -36556597.881564 + Penalty 14488.717517 = -36542109.164048
  nChanged 6097
		SP:Iteration 6Q (28694.940000 sec): 3 clusters
  Score: Raw -36559193.034900 + Penalty 14488.717517 = -36544704.317383
  nChanged 6880
		SP:Iteration 7F (28696.000000 sec): 3 clusters
  Score: Raw -36562396.532238 + Penalty 14488.717517 = -36547907.814721
  nChanged 7407
		SP:Iteration 8F (28697.060000 sec): 3 clusters
  Score: Raw -36565975.282533 + Penalty 14488.717517 = -36551486.565016
  nChanged 7438
		SP:Iteration 9F (28698.110000 sec): 3 clusters
  Score: Raw -36569578.758142 + Penalty 14488.717517 = -36555090.040625
  nChanged 7071
		SP:Iteration 10F (28699.170000 sec): 3 clusters
  Score: Raw -36572979.342898 + Penalty 14488.717517 = -36558490.625381
  nChanged 6550
		SP:Iteration 11Q (28700.220000 sec): 3 clusters
  Score: Raw -36576206.113621 + Penalty 14488.717517 = -36561717.396104
  nChanged 6021
		SP:Iteration 12Q (28701.280000 sec): 3 clusters
  Score: Raw -36579286.688823 + Penalty 14488.717517 = -36564797.971307
  nChanged 5555
		SP:Iteration 13Q (28702.330000 sec): 3 clusters
  Score: Raw -36582306.684627 + Penalty 14488.717517 = -36567817.967110
  nChanged 5326
		SP:Iteration 14Q (28703.390000 sec): 3 clusters
  Score: Raw -36585439.886676 + Penalty 14488.717517 = -36570951.169159
  nChanged 4918
		SP:Iteration 15Q (28704.450000 sec): 3 clusters
  Score: Raw -36588532.962852 + Penalty 14488.717517 = -36574044.245335
  nChanged 4448
		SP:Iteration 16Q (28705.490000 sec): 3 clusters
  Score: Raw -36591485.173824 + Penalty 14488.717517 = -36576996.456307
  nChanged 3714
		SP:Iteration 17Q (28706.500000 sec): 3 clusters
  Score: Raw -36593976.612795 + Penalty 14488.717517 = -36579487.895278
  nChanged 2948
		SP:Iteration 18Q (28707.480000 sec): 3 clusters
  Score: Raw -36595988.847305 + Penalty 14488.717517 = -36581500.129788
  nChanged 2208
		SP:Iteration 19Q (28708.410000 sec): 3 clusters
  Score: Raw -36597469.570499 + Penalty 14488.717517 = -36582980.852982
  nChanged 1618
		SP:Iteration 20F (28709.460000 sec): 3 clusters
  Score: Raw -36598487.895215 + Penalty 14488.717517 = -36583999.177699
  nChanged 1194
		SP:Iteration 21Q (28710.310000 sec): 3 clusters
  Score: Raw -36599179.615439 + Penalty 14488.717517 = -36584690.897922
  nChanged 858
		SP:Iteration 22Q (28711.120000 sec): 3 clusters
  Score: Raw -36599660.169167 + Penalty 14488.717517 = -36585171.451650
  nChanged 721
		SP:Iteration 23Q (28711.920000 sec): 3 clusters
  Score: Raw -36600047.496149 + Penalty 14488.717517 = -36585558.778632
  nChanged 555
		SP:Iteration 24Q (28712.710000 sec): 3 clusters
  Score: Raw -36600347.174802 + Penalty 14488.717517 = -36585858.457285
  nChanged 444
		SP:Iteration 25Q (28713.490000 sec): 3 clusters
  Score: Raw -36600589.619094 + Penalty 14488.717517 = -36586100.901577
  nChanged 356
		SP:Iteration 26Q (28714.250000 sec): 3 clusters
  Score: Raw -36600777.985341 + Penalty 14488.717517 = -36586289.267824
  nChanged 299
		SP:Iteration 27Q (28715.010000 sec): 3 clusters
  Score: Raw -36600936.583022 + Penalty 14488.717517 = -36586447.865505
  nChanged 267
		SP:Iteration 28Q (28715.760000 sec): 3 clusters
  Score: Raw -36601064.180352 + Penalty 14488.717517 = -36586575.462835
  nChanged 216
		SP:Iteration 29Q (28716.510000 sec): 3 clusters
  Score: Raw -36601172.609184 + Penalty 14488.717517 = -36586683.891667
  nChanged 226
		SP:Iteration 30Q (28717.250000 sec): 3 clusters
  Score: Raw -36601295.099260 + Penalty 14488.717517 = -36586806.381743
  nChanged 195
		SP:Iteration 31Q (28717.990000 sec): 3 clusters
  Score: Raw -36601412.434011 + Penalty 14488.717517 = -36586923.716494
  nChanged 180
		SP:Iteration 32Q (28718.720000 sec): 3 clusters
  Score: Raw -36601523.717153 + Penalty 14488.717517 = -36587034.999636
  nChanged 192
		SP:Iteration 33Q (28719.450000 sec): 3 clusters
  Score: Raw -36601633.646478 + Penalty 14488.717517 = -36587144.928961
  nChanged 150
		SP:Iteration 34Q (28720.180000 sec): 3 clusters
  Score: Raw -36601716.011573 + Penalty 14488.717517 = -36587227.294056
  nChanged 124
		SP:Iteration 35Q (28720.910000 sec): 3 clusters
  Score: Raw -36601788.494723 + Penalty 14488.717517 = -36587299.777206
  nChanged 126
		SP:Iteration 36Q (28721.630000 sec): 3 clusters
  Score: Raw -36601854.953244 + Penalty 14488.717517 = -36587366.235727
  nChanged 114
		SP:Iteration 37Q (28722.360000 sec): 3 clusters
  Score: Raw -36601912.086978 + Penalty 14488.717517 = -36587423.369461
  nChanged 101
		SP:Iteration 38Q (28723.070000 sec): 3 clusters
  Score: Raw -36601964.029799 + Penalty 14488.717517 = -36587475.312282
  nChanged 99
		SP:Iteration 39Q (28723.790000 sec): 3 clusters
  Score: Raw -36602016.466950 + Penalty 14488.717517 = -36587527.749433
  nChanged 89
		SP:Iteration 40F (28724.830000 sec): 3 clusters
  Score: Raw -36602059.780286 + Penalty 14488.717517 = -36587571.062769
  nChanged 83
		SP:Iteration 41Q (28725.550000 sec): 3 clusters
  Score: Raw -36602094.922058 + Penalty 14488.717517 = -36587606.204541
  nChanged 60
		SP:Iteration 42Q (28726.260000 sec): 3 clusters
  Score: Raw -36602121.567357 + Penalty 14488.717517 = -36587632.849840
  nChanged 47
		SP:Iteration 43Q (28726.980000 sec): 3 clusters
  Score: Raw -36602143.621393 + Penalty 14488.717517 = -36587654.903876
  nChanged 40
		SP:Iteration 44Q (28727.690000 sec): 3 clusters
  Score: Raw -36602161.033811 + Penalty 14488.717517 = -36587672.316294
  nChanged 28
		SP:Iteration 45Q (28728.410000 sec): 3 clusters
  Score: Raw -36602172.808146 + Penalty 14488.717517 = -36587684.090629
  nChanged 32
		SP:Iteration 46Q (28729.130000 sec): 3 clusters
  Score: Raw -36602185.366592 + Penalty 14488.717517 = -36587696.649075
  nChanged 24
		SP:Iteration 47Q (28729.840000 sec): 3 clusters
  Score: Raw -36602193.649303 + Penalty 14488.717517 = -36587704.931787
  nChanged 19
		SP:Iteration 48Q (28730.550000 sec): 3 clusters
  Score: Raw -36602200.061728 + Penalty 14488.717517 = -36587711.344211
  nChanged 16
		SP:Iteration 49Q (28731.260000 sec): 3 clusters
  Score: Raw -36602204.940015 + Penalty 14488.717517 = -36587716.222498
  nChanged 9
		SP:Iteration 50Q (28731.980000 sec): 3 clusters
  Score: Raw -36602209.689463 + Penalty 14488.717517 = -36587720.971946
  nChanged 16
		SP:Iteration 51Q (28732.690000 sec): 3 clusters
  Score: Raw -36602215.809421 + Penalty 14488.717517 = -36587727.091905
  nChanged 13
		SP:Iteration 52Q (28733.400000 sec): 3 clusters
  Score: Raw -36602220.698388 + Penalty 14488.717517 = -36587731.980871
  nChanged 13
		SP:Iteration 53Q (28734.120000 sec): 3 clusters
  Score: Raw -36602225.104860 + Penalty 14488.717517 = -36587736.387343
  nChanged 11
		SP:Iteration 54Q (28734.830000 sec): 3 clusters
  Score: Raw -36602230.164702 + Penalty 14488.717517 = -36587741.447185
  nChanged 17
		SP:Iteration 55Q (28735.540000 sec): 3 clusters
  Score: Raw -36602236.151240 + Penalty 14488.717517 = -36587747.433724
  nChanged 14
		SP:Iteration 56Q (28736.250000 sec): 3 clusters
  Score: Raw -36602240.719221 + Penalty 14488.717517 = -36587752.001704
  nChanged 12
		SP:Iteration 57Q (28736.960000 sec): 3 clusters
  Score: Raw -36602243.955752 + Penalty 14488.717517 = -36587755.238235
  nChanged 7
		SP:Iteration 58Q (28737.670000 sec): 3 clusters
  Score: Raw -36602246.275978 + Penalty 14488.717517 = -36587757.558461
  nChanged 8
		SP:Iteration 59Q (28738.380000 sec): 3 clusters
  Score: Raw -36602249.342123 + Penalty 14488.717517 = -36587760.624607
  nChanged 4
		SP:Iteration 60F (28739.420000 sec): 3 clusters
  Score: Raw -36602250.568759 + Penalty 14488.717517 = -36587761.851242
  nChanged 2
		SP:Iteration 61Q (28740.140000 sec): 3 clusters
  Score: Raw -36602251.515640 + Penalty 14488.717517 = -36587762.798123
  nChanged 1
		SP:Iteration 62Q (28740.850000 sec): 3 clusters
  Score: Raw -36602252.111363 + Penalty 14488.717517 = -36587763.393846
  nChanged 2
		SP:Iteration 63Q (28741.570000 sec): 3 clusters
  Score: Raw -36602252.780461 + Penalty 14488.717517 = -36587764.062944
  nChanged 0
		SP:Iteration 64F (28742.610000 sec): 3 clusters
  Score: Raw -36602252.780461 + Penalty 14488.717517 = -36587764.062944
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28742.710000 sec): 2 clusters
  Score: Raw -44653.387980 + Penalty 3257.348496 = -41396.039484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28742.720000 sec): 3 clusters
  Score: Raw -45747.293999 + Penalty 6514.696992 = -39232.597007
  nChanged 7
		SP:Iteration 1Q (28742.720000 sec): 3 clusters
  Score: Raw -45792.052000 + Penalty 6514.696992 = -39277.355008
  nChanged 3
		SP:Iteration 2Q (28742.720000 sec): 3 clusters
  Score: Raw -45819.058953 + Penalty 6514.696992 = -39304.361960
  nChanged 3
		SP:Iteration 3Q (28742.720000 sec): 3 clusters
  Score: Raw -45852.478463 + Penalty 6514.696992 = -39337.781471
  nChanged 0
		SP:Iteration 4F (28742.730000 sec): 3 clusters
  Score: Raw -45852.478463 + Penalty 6514.696992 = -39337.781471
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28742.730000 sec): 2 clusters
  Score: Raw -137392.328039 + Penalty 3844.444137 = -133547.883902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28742.740000 sec): 3 clusters
  Score: Raw -137815.762003 + Penalty 7688.888274 = -130126.873729
  nChanged 47
		SP:Iteration 1F (28742.740000 sec): 3 clusters
  Score: Raw -138005.056879 + Penalty 7688.888274 = -130316.168605
  nChanged 9
		SP:Iteration 2Q (28742.750000 sec): 3 clusters
  Score: Raw -138034.728983 + Penalty 7688.888274 = -130345.840708
  nChanged 3
		SP:Iteration 3Q (28742.750000 sec): 3 clusters
  Score: Raw -138045.819464 + Penalty 7688.888274 = -130356.931189
  nChanged 2
		SP:Iteration 4Q (28742.750000 sec): 3 clusters
  Score: Raw -138052.733423 + Penalty 7688.888274 = -130363.845149
  nChanged 2
		SP:Iteration 5Q (28742.760000 sec): 3 clusters
  Score: Raw -138060.839015 + Penalty 7688.888274 = -130371.950740
  nChanged 2
		SP:Iteration 6Q (28742.760000 sec): 3 clusters
  Score: Raw -138072.886587 + Penalty 7688.888274 = -130383.998312
  nChanged 4
		SP:Iteration 7Q (28742.770000 sec): 3 clusters
  Score: Raw -138089.215899 + Penalty 7688.888274 = -130400.327625
  nChanged 3
		SP:Iteration 8Q (28742.770000 sec): 3 clusters
  Score: Raw -138098.722545 + Penalty 7688.888274 = -130409.834271
  nChanged 0
		SP:Iteration 9F (28742.770000 sec): 3 clusters
  Score: Raw -138098.722545 + Penalty 7688.888274 = -130409.834271
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (105508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28743.510000 sec): 2 clusters
  Score: Raw -28173547.042890 + Penalty 7084.507011 = -28166462.535879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28744.330000 sec): 3 clusters
  Score: Raw -28108595.456316 + Penalty 14169.014022 = -28094426.442294
  nChanged 48513
		SP:Iteration 1F (28745.140000 sec): 3 clusters
  Score: Raw -28135326.928074 + Penalty 14169.014022 = -28121157.914053
  nChanged 4238
		SP:Iteration 2Q (28745.960000 sec): 3 clusters
  Score: Raw -28136509.147196 + Penalty 14169.014022 = -28122340.133175
  nChanged 3969
		SP:Iteration 3Q (28746.770000 sec): 3 clusters
  Score: Raw -28137671.451680 + Penalty 14169.014022 = -28123502.437659
  nChanged 3898
		SP:Iteration 4Q (28747.590000 sec): 3 clusters
  Score: Raw -28138954.436567 + Penalty 14169.014022 = -28124785.422546
  nChanged 4000
		SP:Iteration 5Q (28748.410000 sec): 3 clusters
  Score: Raw -28140553.795060 + Penalty 14169.014022 = -28126384.781038
  nChanged 4625
		SP:Iteration 6Q (28749.220000 sec): 3 clusters
  Score: Raw -28142840.844322 + Penalty 14169.014022 = -28128671.830301
  nChanged 5465
		SP:Iteration 7F (28750.030000 sec): 3 clusters
  Score: Raw -28145987.526676 + Penalty 14169.014022 = -28131818.512654
  nChanged 6367
		SP:Iteration 8F (28750.840000 sec): 3 clusters
  Score: Raw -28150094.674574 + Penalty 14169.014022 = -28135925.660552
  nChanged 7114
		SP:Iteration 9F (28751.630000 sec): 3 clusters
  Score: Raw -28155388.772094 + Penalty 14169.014022 = -28141219.758072
  nChanged 7570
		SP:Iteration 10F (28752.430000 sec): 3 clusters
  Score: Raw -28162018.146337 + Penalty 14169.014022 = -28147849.132316
  nChanged 6759
		SP:Iteration 11F (28753.240000 sec): 3 clusters
  Score: Raw -28168705.443808 + Penalty 14169.014022 = -28154536.429786
  nChanged 4706
		SP:Iteration 12Q (28754.020000 sec): 3 clusters
  Score: Raw -28173590.902258 + Penalty 14169.014022 = -28159421.888236
  nChanged 2766
		SP:Iteration 13Q (28754.760000 sec): 3 clusters
  Score: Raw -28175916.452015 + Penalty 14169.014022 = -28161747.437994
  nChanged 1565
		SP:Iteration 14Q (28755.450000 sec): 3 clusters
  Score: Raw -28176884.754828 + Penalty 14169.014022 = -28162715.740807
  nChanged 992
		SP:Iteration 15Q (28756.110000 sec): 3 clusters
  Score: Raw -28177416.261199 + Penalty 14169.014022 = -28163247.247177
  nChanged 709
		SP:Iteration 16Q (28756.750000 sec): 3 clusters
  Score: Raw -28177820.068584 + Penalty 14169.014022 = -28163651.054563
  nChanged 567
		SP:Iteration 17Q (28757.390000 sec): 3 clusters
  Score: Raw -28178184.602603 + Penalty 14169.014022 = -28164015.588582
  nChanged 528
		SP:Iteration 18Q (28758.010000 sec): 3 clusters
  Score: Raw -28178536.744919 + Penalty 14169.014022 = -28164367.730897
  nChanged 482
		SP:Iteration 19Q (28758.630000 sec): 3 clusters
  Score: Raw -28178827.558268 + Penalty 14169.014022 = -28164658.544247
  nChanged 424
		SP:Iteration 20F (28759.440000 sec): 3 clusters
  Score: Raw -28179041.827105 + Penalty 14169.014022 = -28164872.813083
  nChanged 333
		SP:Iteration 21Q (28760.040000 sec): 3 clusters
  Score: Raw -28179179.307075 + Penalty 14169.014022 = -28165010.293054
  nChanged 283
		SP:Iteration 22Q (28760.640000 sec): 3 clusters
  Score: Raw -28179280.486328 + Penalty 14169.014022 = -28165111.472307
  nChanged 213
		SP:Iteration 23Q (28761.240000 sec): 3 clusters
  Score: Raw -28179338.029324 + Penalty 14169.014022 = -28165169.015303
  nChanged 148
		SP:Iteration 24Q (28761.840000 sec): 3 clusters
  Score: Raw -28179370.735663 + Penalty 14169.014022 = -28165201.721641
  nChanged 95
		SP:Iteration 25Q (28762.430000 sec): 3 clusters
  Score: Raw -28179388.471395 + Penalty 14169.014022 = -28165219.457374
  nChanged 85
		SP:Iteration 26Q (28763.020000 sec): 3 clusters
  Score: Raw -28179402.831616 + Penalty 14169.014022 = -28165233.817594
  nChanged 60
		SP:Iteration 27Q (28763.610000 sec): 3 clusters
  Score: Raw -28179410.946169 + Penalty 14169.014022 = -28165241.932148
  nChanged 40
		SP:Iteration 28Q (28764.200000 sec): 3 clusters
  Score: Raw -28179417.028345 + Penalty 14169.014022 = -28165248.014323
  nChanged 39
		SP:Iteration 29Q (28764.790000 sec): 3 clusters
  Score: Raw -28179421.935299 + Penalty 14169.014022 = -28165252.921278
  nChanged 28
		SP:Iteration 30Q (28765.380000 sec): 3 clusters
  Score: Raw -28179425.088747 + Penalty 14169.014022 = -28165256.074725
  nChanged 24
		SP:Iteration 31Q (28765.960000 sec): 3 clusters
  Score: Raw -28179427.453465 + Penalty 14169.014022 = -28165258.439443
  nChanged 20
		SP:Iteration 32Q (28766.550000 sec): 3 clusters
  Score: Raw -28179429.719037 + Penalty 14169.014022 = -28165260.705016
  nChanged 13
		SP:Iteration 33Q (28767.140000 sec): 3 clusters
  Score: Raw -28179431.217032 + Penalty 14169.014022 = -28165262.203010
  nChanged 14
		SP:Iteration 34Q (28767.730000 sec): 3 clusters
  Score: Raw -28179432.755517 + Penalty 14169.014022 = -28165263.741496
  nChanged 8
		SP:Iteration 35Q (28768.320000 sec): 3 clusters
  Score: Raw -28179433.485295 + Penalty 14169.014022 = -28165264.471273
  nChanged 4
		SP:Iteration 36Q (28768.910000 sec): 3 clusters
  Score: Raw -28179433.945595 + Penalty 14169.014022 = -28165264.931573
  nChanged 3
		SP:Iteration 37Q (28769.500000 sec): 3 clusters
  Score: Raw -28179434.412240 + Penalty 14169.014022 = -28165265.398219
  nChanged 10
		SP:Iteration 38Q (28770.080000 sec): 3 clusters
  Score: Raw -28179435.704060 + Penalty 14169.014022 = -28165266.690038
  nChanged 6
		SP:Iteration 39Q (28770.670000 sec): 3 clusters
  Score: Raw -28179436.404034 + Penalty 14169.014022 = -28165267.390012
  nChanged 6
		SP:Iteration 40F (28771.470000 sec): 3 clusters
  Score: Raw -28179437.351800 + Penalty 14169.014022 = -28165268.337778
  nChanged 11
		SP:Iteration 41Q (28772.060000 sec): 3 clusters
  Score: Raw -28179438.604764 + Penalty 14169.014022 = -28165269.590742
  nChanged 8
		SP:Iteration 42Q (28772.650000 sec): 3 clusters
  Score: Raw -28179439.530338 + Penalty 14169.014022 = -28165270.516317
  nChanged 8
		SP:Iteration 43Q (28773.240000 sec): 3 clusters
  Score: Raw -28179440.468963 + Penalty 14169.014022 = -28165271.454941
  nChanged 7
		SP:Iteration 44Q (28773.820000 sec): 3 clusters
  Score: Raw -28179441.209285 + Penalty 14169.014022 = -28165272.195263
  nChanged 3
		SP:Iteration 45Q (28774.410000 sec): 3 clusters
  Score: Raw -28179441.545422 + Penalty 14169.014022 = -28165272.531400
  nChanged 3
		SP:Iteration 46Q (28775.000000 sec): 3 clusters
  Score: Raw -28179441.826381 + Penalty 14169.014022 = -28165272.812360
  nChanged 3
		SP:Iteration 47Q (28775.580000 sec): 3 clusters
  Score: Raw -28179442.219303 + Penalty 14169.014022 = -28165273.205282
  nChanged 2
		SP:Iteration 48Q (28776.170000 sec): 3 clusters
  Score: Raw -28179442.366248 + Penalty 14169.014022 = -28165273.352226
  nChanged 3
		SP:Iteration 49Q (28776.760000 sec): 3 clusters
  Score: Raw -28179442.743313 + Penalty 14169.014022 = -28165273.729292
  nChanged 3
		SP:Iteration 50Q (28777.340000 sec): 3 clusters
  Score: Raw -28179443.130833 + Penalty 14169.014022 = -28165274.116812
  nChanged 1
		SP:Iteration 51Q (28777.930000 sec): 3 clusters
  Score: Raw -28179443.260764 + Penalty 14169.014022 = -28165274.246742
  nChanged 2
		SP:Iteration 52Q (28778.520000 sec): 3 clusters
  Score: Raw -28179443.475285 + Penalty 14169.014022 = -28165274.461263
  nChanged 0
		SP:Iteration 53F (28779.320000 sec): 3 clusters
  Score: Raw -28179443.475285 + Penalty 14169.014022 = -28165274.461263
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (18659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28779.500000 sec): 2 clusters
  Score: Raw -4940461.607139 + Penalty 6023.376378 = -4934438.230761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28779.650000 sec): 3 clusters
  Score: Raw -4930765.661478 + Penalty 12046.752756 = -4918718.908722
  nChanged 7509
		SP:Iteration 1F (28779.790000 sec): 3 clusters
  Score: Raw -4934978.822693 + Penalty 12046.752756 = -4922932.069937
  nChanged 1374
		SP:Iteration 2F (28779.930000 sec): 3 clusters
  Score: Raw -4935787.705564 + Penalty 12046.752756 = -4923740.952808
  nChanged 1084
		SP:Iteration 3F (28780.080000 sec): 3 clusters
  Score: Raw -4936558.396140 + Penalty 12046.752756 = -4924511.643385
  nChanged 1021
		SP:Iteration 4F (28780.220000 sec): 3 clusters
  Score: Raw -4937403.049035 + Penalty 12046.752756 = -4925356.296279
  nChanged 1039
		SP:Iteration 5F (28780.360000 sec): 3 clusters
  Score: Raw -4938268.432650 + Penalty 12046.752756 = -4926221.679894
  nChanged 1032
		SP:Iteration 6F (28780.500000 sec): 3 clusters
  Score: Raw -4939036.090496 + Penalty 12046.752756 = -4926989.337740
  nChanged 927
		SP:Iteration 7Q (28780.640000 sec): 3 clusters
  Score: Raw -4939592.556296 + Penalty 12046.752756 = -4927545.803540
  nChanged 800
		SP:Iteration 8Q (28780.780000 sec): 3 clusters
  Score: Raw -4940053.980902 + Penalty 12046.752756 = -4928007.228146
  nChanged 774
		SP:Iteration 9Q (28780.920000 sec): 3 clusters
  Score: Raw -4940478.882208 + Penalty 12046.752756 = -4928432.129452
  nChanged 656
		SP:Iteration 10Q (28781.050000 sec): 3 clusters
  Score: Raw -4940834.036997 + Penalty 12046.752756 = -4928787.284241
  nChanged 604
		SP:Iteration 11Q (28781.190000 sec): 3 clusters
  Score: Raw -4941138.744975 + Penalty 12046.752756 = -4929091.992219
  nChanged 551
		SP:Iteration 12Q (28781.330000 sec): 3 clusters
  Score: Raw -4941416.174520 + Penalty 12046.752756 = -4929369.421765
  nChanged 481
		SP:Iteration 13Q (28781.460000 sec): 3 clusters
  Score: Raw -4941636.425948 + Penalty 12046.752756 = -4929589.673193
  nChanged 439
		SP:Iteration 14Q (28781.600000 sec): 3 clusters
  Score: Raw -4941825.904758 + Penalty 12046.752756 = -4929779.152003
  nChanged 393
		SP:Iteration 15Q (28781.730000 sec): 3 clusters
  Score: Raw -4941987.652269 + Penalty 12046.752756 = -4929940.899513
  nChanged 362
		SP:Iteration 16Q (28781.870000 sec): 3 clusters
  Score: Raw -4942131.400528 + Penalty 12046.752756 = -4930084.647772
  nChanged 315
		SP:Iteration 17Q (28782.000000 sec): 3 clusters
  Score: Raw -4942253.309225 + Penalty 12046.752756 = -4930206.556469
  nChanged 276
		SP:Iteration 18Q (28782.140000 sec): 3 clusters
  Score: Raw -4942349.098386 + Penalty 12046.752756 = -4930302.345630
  nChanged 218
		SP:Iteration 19Q (28782.280000 sec): 3 clusters
  Score: Raw -4942416.257519 + Penalty 12046.752756 = -4930369.504763
  nChanged 180
		SP:Iteration 20F (28782.420000 sec): 3 clusters
  Score: Raw -4942472.079338 + Penalty 12046.752756 = -4930425.326582
  nChanged 178
		SP:Iteration 21Q (28782.560000 sec): 3 clusters
  Score: Raw -4942527.729615 + Penalty 12046.752756 = -4930480.976859
  nChanged 163
		SP:Iteration 22Q (28782.700000 sec): 3 clusters
  Score: Raw -4942578.793362 + Penalty 12046.752756 = -4930532.040606
  nChanged 146
		SP:Iteration 23Q (28782.830000 sec): 3 clusters
  Score: Raw -4942621.137904 + Penalty 12046.752756 = -4930574.385148
  nChanged 129
		SP:Iteration 24Q (28782.970000 sec): 3 clusters
  Score: Raw -4942657.378580 + Penalty 12046.752756 = -4930610.625824
  nChanged 101
		SP:Iteration 25Q (28783.100000 sec): 3 clusters
  Score: Raw -4942683.438566 + Penalty 12046.752756 = -4930636.685810
  nChanged 94
		SP:Iteration 26Q (28783.240000 sec): 3 clusters
  Score: Raw -4942708.318082 + Penalty 12046.752756 = -4930661.565326
  nChanged 88
		SP:Iteration 27Q (28783.380000 sec): 3 clusters
  Score: Raw -4942729.540469 + Penalty 12046.752756 = -4930682.787713
  nChanged 67
		SP:Iteration 28Q (28783.520000 sec): 3 clusters
  Score: Raw -4942746.599244 + Penalty 12046.752756 = -4930699.846489
  nChanged 68
		SP:Iteration 29Q (28783.650000 sec): 3 clusters
  Score: Raw -4942763.742751 + Penalty 12046.752756 = -4930716.989995
  nChanged 51
		SP:Iteration 30Q (28783.790000 sec): 3 clusters
  Score: Raw -4942776.813683 + Penalty 12046.752756 = -4930730.060927
  nChanged 53
		SP:Iteration 31Q (28783.930000 sec): 3 clusters
  Score: Raw -4942791.151391 + Penalty 12046.752756 = -4930744.398635
  nChanged 57
		SP:Iteration 32Q (28784.070000 sec): 3 clusters
  Score: Raw -4942805.892170 + Penalty 12046.752756 = -4930759.139414
  nChanged 54
		SP:Iteration 33Q (28784.200000 sec): 3 clusters
  Score: Raw -4942819.014354 + Penalty 12046.752756 = -4930772.261598
  nChanged 56
		SP:Iteration 34Q (28784.330000 sec): 3 clusters
  Score: Raw -4942832.031050 + Penalty 12046.752756 = -4930785.278294
  nChanged 42
		SP:Iteration 35Q (28784.470000 sec): 3 clusters
  Score: Raw -4942841.320454 + Penalty 12046.752756 = -4930794.567698
  nChanged 39
		SP:Iteration 36Q (28784.610000 sec): 3 clusters
  Score: Raw -4942849.460144 + Penalty 12046.752756 = -4930802.707388
  nChanged 28
		SP:Iteration 37Q (28784.740000 sec): 3 clusters
  Score: Raw -4942855.514328 + Penalty 12046.752756 = -4930808.761572
  nChanged 31
		SP:Iteration 38Q (28784.880000 sec): 3 clusters
  Score: Raw -4942861.827768 + Penalty 12046.752756 = -4930815.075012
  nChanged 29
		SP:Iteration 39Q (28785.010000 sec): 3 clusters
  Score: Raw -4942868.109314 + Penalty 12046.752756 = -4930821.356558
  nChanged 24
		SP:Iteration 40F (28785.160000 sec): 3 clusters
  Score: Raw -4942873.428798 + Penalty 12046.752756 = -4930826.676042
  nChanged 27
		SP:Iteration 41Q (28785.290000 sec): 3 clusters
  Score: Raw -4942880.866901 + Penalty 12046.752756 = -4930834.114145
  nChanged 33
		SP:Iteration 42Q (28785.430000 sec): 3 clusters
  Score: Raw -4942888.742052 + Penalty 12046.752756 = -4930841.989297
  nChanged 31
		SP:Iteration 43Q (28785.570000 sec): 3 clusters
  Score: Raw -4942895.360902 + Penalty 12046.752756 = -4930848.608146
  nChanged 25
		SP:Iteration 44Q (28785.700000 sec): 3 clusters
  Score: Raw -4942900.395807 + Penalty 12046.752756 = -4930853.643051
  nChanged 23
		SP:Iteration 45Q (28785.840000 sec): 3 clusters
  Score: Raw -4942905.209495 + Penalty 12046.752756 = -4930858.456739
  nChanged 29
		SP:Iteration 46Q (28785.980000 sec): 3 clusters
  Score: Raw -4942911.975505 + Penalty 12046.752756 = -4930865.222749
  nChanged 24
		SP:Iteration 47Q (28786.110000 sec): 3 clusters
  Score: Raw -4942919.124087 + Penalty 12046.752756 = -4930872.371331
  nChanged 26
		SP:Iteration 48Q (28786.250000 sec): 3 clusters
  Score: Raw -4942925.276922 + Penalty 12046.752756 = -4930878.524166
  nChanged 21
		SP:Iteration 49Q (28786.390000 sec): 3 clusters
  Score: Raw -4942930.640433 + Penalty 12046.752756 = -4930883.887677
  nChanged 22
		SP:Iteration 50Q (28786.520000 sec): 3 clusters
  Score: Raw -4942935.760540 + Penalty 12046.752756 = -4930889.007784
  nChanged 21
		SP:Iteration 51Q (28786.660000 sec): 3 clusters
  Score: Raw -4942940.422669 + Penalty 12046.752756 = -4930893.669913
  nChanged 24
		SP:Iteration 52Q (28786.790000 sec): 3 clusters
  Score: Raw -4942946.291263 + Penalty 12046.752756 = -4930899.538507
  nChanged 29
		SP:Iteration 53Q (28786.930000 sec): 3 clusters
  Score: Raw -4942956.147424 + Penalty 12046.752756 = -4930909.394668
  nChanged 32
		SP:Iteration 54Q (28787.070000 sec): 3 clusters
  Score: Raw -4942966.221545 + Penalty 12046.752756 = -4930919.468789
  nChanged 37
		SP:Iteration 55Q (28787.210000 sec): 3 clusters
  Score: Raw -4942978.255390 + Penalty 12046.752756 = -4930931.502634
  nChanged 38
		SP:Iteration 56Q (28787.340000 sec): 3 clusters
  Score: Raw -4942994.309418 + Penalty 12046.752756 = -4930947.556662
  nChanged 32
		SP:Iteration 57Q (28787.480000 sec): 3 clusters
  Score: Raw -4943006.895426 + Penalty 12046.752756 = -4930960.142670
  nChanged 49
		SP:Iteration 58Q (28787.610000 sec): 3 clusters
  Score: Raw -4943026.963915 + Penalty 12046.752756 = -4930980.211160
  nChanged 41
		SP:Iteration 59Q (28787.750000 sec): 3 clusters
  Score: Raw -4943043.939662 + Penalty 12046.752756 = -4930997.186906
  nChanged 44
		SP:Iteration 60F (28787.890000 sec): 3 clusters
  Score: Raw -4943061.218241 + Penalty 12046.752756 = -4931014.465485
  nChanged 45
		SP:Iteration 61Q (28788.030000 sec): 3 clusters
  Score: Raw -4943081.122690 + Penalty 12046.752756 = -4931034.369934
  nChanged 52
		SP:Iteration 62Q (28788.170000 sec): 3 clusters
  Score: Raw -4943100.611643 + Penalty 12046.752756 = -4931053.858887
  nChanged 42
		SP:Iteration 63Q (28788.300000 sec): 3 clusters
  Score: Raw -4943115.171826 + Penalty 12046.752756 = -4931068.419070
  nChanged 45
		SP:Iteration 64Q (28788.440000 sec): 3 clusters
  Score: Raw -4943129.770055 + Penalty 12046.752756 = -4931083.017299
  nChanged 35
		SP:Iteration 65Q (28788.570000 sec): 3 clusters
  Score: Raw -4943141.027318 + Penalty 12046.752756 = -4931094.274562
  nChanged 24
		SP:Iteration 66Q (28788.710000 sec): 3 clusters
  Score: Raw -4943147.927858 + Penalty 12046.752756 = -4931101.175102
  nChanged 25
		SP:Iteration 67Q (28788.840000 sec): 3 clusters
  Score: Raw -4943155.766789 + Penalty 12046.752756 = -4931109.014033
  nChanged 17
		SP:Iteration 68Q (28788.970000 sec): 3 clusters
  Score: Raw -4943160.281956 + Penalty 12046.752756 = -4931113.529200
  nChanged 17
		SP:Iteration 69Q (28789.110000 sec): 3 clusters
  Score: Raw -4943165.104053 + Penalty 12046.752756 = -4931118.351298
  nChanged 22
		SP:Iteration 70Q (28789.250000 sec): 3 clusters
  Score: Raw -4943172.230382 + Penalty 12046.752756 = -4931125.477626
  nChanged 21
		SP:Iteration 71Q (28789.380000 sec): 3 clusters
  Score: Raw -4943177.447254 + Penalty 12046.752756 = -4931130.694498
  nChanged 15
		SP:Iteration 72Q (28789.510000 sec): 3 clusters
  Score: Raw -4943181.271457 + Penalty 12046.752756 = -4931134.518701
  nChanged 11
		SP:Iteration 73Q (28789.650000 sec): 3 clusters
  Score: Raw -4943184.636798 + Penalty 12046.752756 = -4931137.884042
  nChanged 11
		SP:Iteration 74Q (28789.780000 sec): 3 clusters
  Score: Raw -4943188.681369 + Penalty 12046.752756 = -4931141.928613
  nChanged 15
		SP:Iteration 75Q (28789.920000 sec): 3 clusters
  Score: Raw -4943192.579814 + Penalty 12046.752756 = -4931145.827058
  nChanged 10
		SP:Iteration 76Q (28790.050000 sec): 3 clusters
  Score: Raw -4943195.496135 + Penalty 12046.752756 = -4931148.743379
  nChanged 12
		SP:Iteration 77Q (28790.190000 sec): 3 clusters
  Score: Raw -4943198.136884 + Penalty 12046.752756 = -4931151.384128
  nChanged 7
		SP:Iteration 78Q (28790.320000 sec): 3 clusters
  Score: Raw -4943199.997016 + Penalty 12046.752756 = -4931153.244260
  nChanged 5
		SP:Iteration 79Q (28790.460000 sec): 3 clusters
  Score: Raw -4943201.624599 + Penalty 12046.752756 = -4931154.871843
  nChanged 5
		SP:Iteration 80F (28790.600000 sec): 3 clusters
  Score: Raw -4943203.322242 + Penalty 12046.752756 = -4931156.569486
  nChanged 6
		SP:Iteration 81Q (28790.730000 sec): 3 clusters
  Score: Raw -4943205.492296 + Penalty 12046.752756 = -4931158.739540
  nChanged 12
		SP:Iteration 82Q (28790.870000 sec): 3 clusters
  Score: Raw -4943209.366895 + Penalty 12046.752756 = -4931162.614139
  nChanged 11
		SP:Iteration 83Q (28791.000000 sec): 3 clusters
  Score: Raw -4943212.697075 + Penalty 12046.752756 = -4931165.944319
  nChanged 10
		SP:Iteration 84Q (28791.140000 sec): 3 clusters
  Score: Raw -4943216.064956 + Penalty 12046.752756 = -4931169.312200
  nChanged 15
		SP:Iteration 85Q (28791.270000 sec): 3 clusters
  Score: Raw -4943221.067256 + Penalty 12046.752756 = -4931174.314500
  nChanged 13
		SP:Iteration 86Q (28791.400000 sec): 3 clusters
  Score: Raw -4943224.209756 + Penalty 12046.752756 = -4931177.457000
  nChanged 13
		SP:Iteration 87Q (28791.540000 sec): 3 clusters
  Score: Raw -4943227.607257 + Penalty 12046.752756 = -4931180.854501
  nChanged 6
		SP:Iteration 88Q (28791.670000 sec): 3 clusters
  Score: Raw -4943229.303495 + Penalty 12046.752756 = -4931182.550739
  nChanged 10
		SP:Iteration 89Q (28791.810000 sec): 3 clusters
  Score: Raw -4943232.257057 + Penalty 12046.752756 = -4931185.504301
  nChanged 11
		SP:Iteration 90Q (28791.940000 sec): 3 clusters
  Score: Raw -4943234.330869 + Penalty 12046.752756 = -4931187.578113
  nChanged 14
		SP:Iteration 91Q (28792.070000 sec): 3 clusters
  Score: Raw -4943237.851413 + Penalty 12046.752756 = -4931191.098657
  nChanged 9
		SP:Iteration 92Q (28792.210000 sec): 3 clusters
  Score: Raw -4943240.086996 + Penalty 12046.752756 = -4931193.334240
  nChanged 10
		SP:Iteration 93Q (28792.340000 sec): 3 clusters
  Score: Raw -4943243.142304 + Penalty 12046.752756 = -4931196.389548
  nChanged 12
		SP:Iteration 94Q (28792.470000 sec): 3 clusters
  Score: Raw -4943245.948057 + Penalty 12046.752756 = -4931199.195301
  nChanged 8
		SP:Iteration 95Q (28792.600000 sec): 3 clusters
  Score: Raw -4943248.830121 + Penalty 12046.752756 = -4931202.077365
  nChanged 13
		SP:Iteration 96Q (28792.740000 sec): 3 clusters
  Score: Raw -4943252.208852 + Penalty 12046.752756 = -4931205.456097
  nChanged 9
		SP:Iteration 97Q (28792.870000 sec): 3 clusters
  Score: Raw -4943255.065907 + Penalty 12046.752756 = -4931208.313151
  nChanged 8
		SP:Iteration 98Q (28793.000000 sec): 3 clusters
  Score: Raw -4943257.422540 + Penalty 12046.752756 = -4931210.669784
  nChanged 8
		SP:Iteration 99Q (28793.140000 sec): 3 clusters
  Score: Raw -4943259.961333 + Penalty 12046.752756 = -4931213.208577
  nChanged 11
		SP:Iteration 100F (28793.280000 sec): 3 clusters
  Score: Raw -4943263.597429 + Penalty 12046.752756 = -4931216.844673
  nChanged 11
		SP:Iteration 101Q (28793.410000 sec): 3 clusters
  Score: Raw -4943266.813794 + Penalty 12046.752756 = -4931220.061038
  nChanged 9
		SP:Iteration 102Q (28793.540000 sec): 3 clusters
  Score: Raw -4943269.559557 + Penalty 12046.752756 = -4931222.806801
  nChanged 7
		SP:Iteration 103Q (28793.680000 sec): 3 clusters
  Score: Raw -4943271.020672 + Penalty 12046.752756 = -4931224.267916
  nChanged 9
		SP:Iteration 104Q (28793.810000 sec): 3 clusters
  Score: Raw -4943273.851804 + Penalty 12046.752756 = -4931227.099048
  nChanged 13
		SP:Iteration 105Q (28793.940000 sec): 3 clusters
  Score: Raw -4943277.827508 + Penalty 12046.752756 = -4931231.074752
  nChanged 13
		SP:Iteration 106Q (28794.080000 sec): 3 clusters
  Score: Raw -4943282.233711 + Penalty 12046.752756 = -4931235.480955
  nChanged 12
		SP:Iteration 107Q (28794.210000 sec): 3 clusters
  Score: Raw -4943285.711987 + Penalty 12046.752756 = -4931238.959231
  nChanged 6
		SP:Iteration 108Q (28794.340000 sec): 3 clusters
  Score: Raw -4943286.718022 + Penalty 12046.752756 = -4931239.965266
  nChanged 1
		SP:Iteration 109Q (28794.470000 sec): 3 clusters
  Score: Raw -4943286.862391 + Penalty 12046.752756 = -4931240.109635
  nChanged 1
		SP:Iteration 110Q (28794.600000 sec): 3 clusters
  Score: Raw -4943286.989846 + Penalty 12046.752756 = -4931240.237091
  nChanged 0
		SP:Iteration 111F (28794.740000 sec): 3 clusters
  Score: Raw -4943286.989846 + Penalty 12046.752756 = -4931240.237091
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28794.960000 sec): 2 clusters
  Score: Raw -8602475.490914 + Penalty 6359.933726 = -8596115.557188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28795.210000 sec): 3 clusters
  Score: Raw -8584715.818426 + Penalty 12719.867453 = -8571995.950973
  nChanged 13668
		SP:Iteration 1F (28795.460000 sec): 3 clusters
  Score: Raw -8592192.201117 + Penalty 12719.867453 = -8579472.333665
  nChanged 2146
		SP:Iteration 2F (28795.700000 sec): 3 clusters
  Score: Raw -8593455.144445 + Penalty 12719.867453 = -8580735.276993
  nChanged 2128
		SP:Iteration 3F (28795.950000 sec): 3 clusters
  Score: Raw -8595093.816003 + Penalty 12719.867453 = -8582373.948550
  nChanged 2449
		SP:Iteration 4F (28796.200000 sec): 3 clusters
  Score: Raw -8597301.929928 + Penalty 12719.867453 = -8584582.062476
  nChanged 2583
		SP:Iteration 5F (28796.440000 sec): 3 clusters
  Score: Raw -8599617.388584 + Penalty 12719.867453 = -8586897.521131
  nChanged 2322
		SP:Iteration 6F (28796.690000 sec): 3 clusters
  Score: Raw -8601354.024455 + Penalty 12719.867453 = -8588634.157003
  nChanged 1737
		SP:Iteration 7F (28796.940000 sec): 3 clusters
  Score: Raw -8602374.070454 + Penalty 12719.867453 = -8589654.203001
  nChanged 1232
		SP:Iteration 8Q (28797.180000 sec): 3 clusters
  Score: Raw -8602895.764314 + Penalty 12719.867453 = -8590175.896862
  nChanged 828
		SP:Iteration 9Q (28797.420000 sec): 3 clusters
  Score: Raw -8603160.161098 + Penalty 12719.867453 = -8590440.293646
  nChanged 547
		SP:Iteration 10Q (28797.670000 sec): 3 clusters
  Score: Raw -8603296.410411 + Penalty 12719.867453 = -8590576.542958
  nChanged 342
		SP:Iteration 11Q (28797.910000 sec): 3 clusters
  Score: Raw -8603367.306860 + Penalty 12719.867453 = -8590647.439408
  nChanged 219
		SP:Iteration 12Q (28798.160000 sec): 3 clusters
  Score: Raw -8603405.368625 + Penalty 12719.867453 = -8590685.501173
  nChanged 156
		SP:Iteration 13Q (28798.400000 sec): 3 clusters
  Score: Raw -8603428.439661 + Penalty 12719.867453 = -8590708.572209
  nChanged 109
		SP:Iteration 14Q (28798.640000 sec): 3 clusters
  Score: Raw -8603443.283316 + Penalty 12719.867453 = -8590723.415864
  nChanged 71
		SP:Iteration 15Q (28798.890000 sec): 3 clusters
  Score: Raw -8603452.033266 + Penalty 12719.867453 = -8590732.165813
  nChanged 53
		SP:Iteration 16Q (28799.130000 sec): 3 clusters
  Score: Raw -8603458.925074 + Penalty 12719.867453 = -8590739.057622
  nChanged 55
		SP:Iteration 17Q (28799.380000 sec): 3 clusters
  Score: Raw -8603464.614386 + Penalty 12719.867453 = -8590744.746934
  nChanged 20
		SP:Iteration 18Q (28799.620000 sec): 3 clusters
  Score: Raw -8603466.692381 + Penalty 12719.867453 = -8590746.824929
  nChanged 16
		SP:Iteration 19Q (28799.870000 sec): 3 clusters
  Score: Raw -8603468.517286 + Penalty 12719.867453 = -8590748.649834
  nChanged 12
		SP:Iteration 20F (28800.110000 sec): 3 clusters
  Score: Raw -8603469.697241 + Penalty 12719.867453 = -8590749.829788
  nChanged 15
		SP:Iteration 21Q (28800.360000 sec): 3 clusters
  Score: Raw -8603471.196176 + Penalty 12719.867453 = -8590751.328724
  nChanged 13
		SP:Iteration 22Q (28800.600000 sec): 3 clusters
  Score: Raw -8603472.428197 + Penalty 12719.867453 = -8590752.560744
  nChanged 8
		SP:Iteration 23Q (28800.850000 sec): 3 clusters
  Score: Raw -8603473.228780 + Penalty 12719.867453 = -8590753.361327
  nChanged 9
		SP:Iteration 24Q (28801.090000 sec): 3 clusters
  Score: Raw -8603474.306269 + Penalty 12719.867453 = -8590754.438817
  nChanged 13
		SP:Iteration 25Q (28801.340000 sec): 3 clusters
  Score: Raw -8603475.888911 + Penalty 12719.867453 = -8590756.021458
  nChanged 8
		SP:Iteration 26Q (28801.580000 sec): 3 clusters
  Score: Raw -8603476.855808 + Penalty 12719.867453 = -8590756.988355
  nChanged 6
		SP:Iteration 27Q (28801.830000 sec): 3 clusters
  Score: Raw -8603477.436349 + Penalty 12719.867453 = -8590757.568897
  nChanged 4
		SP:Iteration 28Q (28802.070000 sec): 3 clusters
  Score: Raw -8603477.786480 + Penalty 12719.867453 = -8590757.919028
  nChanged 4
		SP:Iteration 29Q (28802.320000 sec): 3 clusters
  Score: Raw -8603478.262261 + Penalty 12719.867453 = -8590758.394808
  nChanged 7
		SP:Iteration 30Q (28802.560000 sec): 3 clusters
  Score: Raw -8603479.000633 + Penalty 12719.867453 = -8590759.133180
  nChanged 9
		SP:Iteration 31Q (28802.810000 sec): 3 clusters
  Score: Raw -8603480.106110 + Penalty 12719.867453 = -8590760.238657
  nChanged 10
		SP:Iteration 32Q (28803.050000 sec): 3 clusters
  Score: Raw -8603480.792172 + Penalty 12719.867453 = -8590760.924720
  nChanged 4
		SP:Iteration 33Q (28803.300000 sec): 3 clusters
  Score: Raw -8603481.190655 + Penalty 12719.867453 = -8590761.323203
  nChanged 6
		SP:Iteration 34Q (28803.540000 sec): 3 clusters
  Score: Raw -8603481.698107 + Penalty 12719.867453 = -8590761.830655
  nChanged 1
		SP:Iteration 35Q (28803.790000 sec): 3 clusters
  Score: Raw -8603481.801218 + Penalty 12719.867453 = -8590761.933765
  nChanged 1
		SP:Iteration 36Q (28804.030000 sec): 3 clusters
  Score: Raw -8603481.988219 + Penalty 12719.867453 = -8590762.120767
  nChanged 2
		SP:Iteration 37Q (28804.280000 sec): 3 clusters
  Score: Raw -8603482.122151 + Penalty 12719.867453 = -8590762.254699
  nChanged 6
		SP:Iteration 38Q (28804.520000 sec): 3 clusters
  Score: Raw -8603482.704989 + Penalty 12719.867453 = -8590762.837537
  nChanged 2
		SP:Iteration 39Q (28804.770000 sec): 3 clusters
  Score: Raw -8603482.964883 + Penalty 12719.867453 = -8590763.097430
  nChanged 1
		SP:Iteration 40F (28805.020000 sec): 3 clusters
  Score: Raw -8603483.070981 + Penalty 12719.867453 = -8590763.203528
  nChanged 2
		SP:Iteration 41Q (28805.260000 sec): 3 clusters
  Score: Raw -8603483.368620 + Penalty 12719.867453 = -8590763.501168
  nChanged 1
		SP:Iteration 42Q (28805.500000 sec): 3 clusters
  Score: Raw -8603483.524008 + Penalty 12719.867453 = -8590763.656556
  nChanged 1
		SP:Iteration 43Q (28805.750000 sec): 3 clusters
  Score: Raw -8603483.625500 + Penalty 12719.867453 = -8590763.758048
  nChanged 3
		SP:Iteration 44Q (28806.000000 sec): 3 clusters
  Score: Raw -8603483.934030 + Penalty 12719.867453 = -8590764.066577
  nChanged 2
		SP:Iteration 45Q (28806.240000 sec): 3 clusters
  Score: Raw -8603484.137696 + Penalty 12719.867453 = -8590764.270243
  nChanged 1
		SP:Iteration 46Q (28806.490000 sec): 3 clusters
  Score: Raw -8603484.198910 + Penalty 12719.867453 = -8590764.331457
  nChanged 1
		SP:Iteration 47Q (28806.730000 sec): 3 clusters
  Score: Raw -8603484.266876 + Penalty 12719.867453 = -8590764.399423
  nChanged 0
		SP:Iteration 48F (28806.980000 sec): 3 clusters
  Score: Raw -8603484.266876 + Penalty 12719.867453 = -8590764.399423
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (8625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28807.050000 sec): 2 clusters
  Score: Raw -2247861.590793 + Penalty 5550.732398 = -2242310.858395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28807.120000 sec): 3 clusters
  Score: Raw -2244010.630125 + Penalty 11101.464796 = -2232909.165329
  nChanged 3103
		SP:Iteration 1F (28807.180000 sec): 3 clusters
  Score: Raw -2245853.900262 + Penalty 11101.464796 = -2234752.435466
  nChanged 638
		SP:Iteration 2F (28807.240000 sec): 3 clusters
  Score: Raw -2246312.232939 + Penalty 11101.464796 = -2235210.768143
  nChanged 408
		SP:Iteration 3Q (28807.310000 sec): 3 clusters
  Score: Raw -2246566.427195 + Penalty 11101.464796 = -2235464.962399
  nChanged 325
		SP:Iteration 4Q (28807.370000 sec): 3 clusters
  Score: Raw -2246768.717260 + Penalty 11101.464796 = -2235667.252464
  nChanged 257
		SP:Iteration 5Q (28807.440000 sec): 3 clusters
  Score: Raw -2246920.855902 + Penalty 11101.464796 = -2235819.391106
  nChanged 223
		SP:Iteration 6Q (28807.500000 sec): 3 clusters
  Score: Raw -2247050.361948 + Penalty 11101.464796 = -2235948.897152
  nChanged 175
		SP:Iteration 7Q (28807.570000 sec): 3 clusters
  Score: Raw -2247150.048979 + Penalty 11101.464796 = -2236048.584183
  nChanged 140
		SP:Iteration 8Q (28807.630000 sec): 3 clusters
  Score: Raw -2247227.170452 + Penalty 11101.464796 = -2236125.705656
  nChanged 138
		SP:Iteration 9Q (28807.700000 sec): 3 clusters
  Score: Raw -2247305.319630 + Penalty 11101.464796 = -2236203.854833
  nChanged 133
		SP:Iteration 10Q (28807.760000 sec): 3 clusters
  Score: Raw -2247370.823535 + Penalty 11101.464796 = -2236269.358738
  nChanged 115
		SP:Iteration 11Q (28807.820000 sec): 3 clusters
  Score: Raw -2247440.164099 + Penalty 11101.464796 = -2236338.699303
  nChanged 132
		SP:Iteration 12Q (28807.890000 sec): 3 clusters
  Score: Raw -2247512.739156 + Penalty 11101.464796 = -2236411.274360
  nChanged 112
		SP:Iteration 13Q (28807.950000 sec): 3 clusters
  Score: Raw -2247574.967155 + Penalty 11101.464796 = -2236473.502359
  nChanged 105
		SP:Iteration 14Q (28808.020000 sec): 3 clusters
  Score: Raw -2247638.128868 + Penalty 11101.464796 = -2236536.664072
  nChanged 104
		SP:Iteration 15Q (28808.080000 sec): 3 clusters
  Score: Raw -2247690.423935 + Penalty 11101.464796 = -2236588.959139
  nChanged 95
		SP:Iteration 16Q (28808.140000 sec): 3 clusters
  Score: Raw -2247735.988139 + Penalty 11101.464796 = -2236634.523343
  nChanged 78
		SP:Iteration 17Q (28808.210000 sec): 3 clusters
  Score: Raw -2247771.032169 + Penalty 11101.464796 = -2236669.567372
  nChanged 65
		SP:Iteration 18Q (28808.270000 sec): 3 clusters
  Score: Raw -2247800.980261 + Penalty 11101.464796 = -2236699.515465
  nChanged 57
		SP:Iteration 19Q (28808.340000 sec): 3 clusters
  Score: Raw -2247827.438357 + Penalty 11101.464796 = -2236725.973561
  nChanged 49
		SP:Iteration 20F (28808.400000 sec): 3 clusters
  Score: Raw -2247845.815178 + Penalty 11101.464796 = -2236744.350382
  nChanged 42
		SP:Iteration 21Q (28808.460000 sec): 3 clusters
  Score: Raw -2247864.701601 + Penalty 11101.464796 = -2236763.236804
  nChanged 46
		SP:Iteration 22Q (28808.530000 sec): 3 clusters
  Score: Raw -2247885.491755 + Penalty 11101.464796 = -2236784.026959
  nChanged 46
		SP:Iteration 23Q (28808.600000 sec): 3 clusters
  Score: Raw -2247906.129257 + Penalty 11101.464796 = -2236804.664461
  nChanged 43
		SP:Iteration 24Q (28808.660000 sec): 3 clusters
  Score: Raw -2247924.489120 + Penalty 11101.464796 = -2236823.024324
  nChanged 38
		SP:Iteration 25Q (28808.730000 sec): 3 clusters
  Score: Raw -2247938.978270 + Penalty 11101.464796 = -2236837.513473
  nChanged 27
		SP:Iteration 26Q (28808.790000 sec): 3 clusters
  Score: Raw -2247951.668750 + Penalty 11101.464796 = -2236850.203954
  nChanged 31
		SP:Iteration 27Q (28808.850000 sec): 3 clusters
  Score: Raw -2247964.019847 + Penalty 11101.464796 = -2236862.555051
  nChanged 37
		SP:Iteration 28Q (28808.920000 sec): 3 clusters
  Score: Raw -2247979.692108 + Penalty 11101.464796 = -2236878.227312
  nChanged 42
		SP:Iteration 29Q (28808.980000 sec): 3 clusters
  Score: Raw -2247995.588179 + Penalty 11101.464796 = -2236894.123383
  nChanged 33
		SP:Iteration 30Q (28809.050000 sec): 3 clusters
  Score: Raw -2248007.170820 + Penalty 11101.464796 = -2236905.706023
  nChanged 22
		SP:Iteration 31Q (28809.110000 sec): 3 clusters
  Score: Raw -2248018.082113 + Penalty 11101.464796 = -2236916.617316
  nChanged 30
		SP:Iteration 32Q (28809.170000 sec): 3 clusters
  Score: Raw -2248029.321102 + Penalty 11101.464796 = -2236927.856306
  nChanged 22
		SP:Iteration 33Q (28809.230000 sec): 3 clusters
  Score: Raw -2248037.841150 + Penalty 11101.464796 = -2236936.376353
  nChanged 21
		SP:Iteration 34Q (28809.300000 sec): 3 clusters
  Score: Raw -2248047.415137 + Penalty 11101.464796 = -2236945.950341
  nChanged 22
		SP:Iteration 35Q (28809.360000 sec): 3 clusters
  Score: Raw -2248056.640499 + Penalty 11101.464796 = -2236955.175703
  nChanged 20
		SP:Iteration 36Q (28809.430000 sec): 3 clusters
  Score: Raw -2248064.316499 + Penalty 11101.464796 = -2236962.851703
  nChanged 26
		SP:Iteration 37Q (28809.490000 sec): 3 clusters
  Score: Raw -2248073.832479 + Penalty 11101.464796 = -2236972.367683
  nChanged 19
		SP:Iteration 38Q (28809.550000 sec): 3 clusters
  Score: Raw -2248080.355455 + Penalty 11101.464796 = -2236978.890658
  nChanged 15
		SP:Iteration 39Q (28809.620000 sec): 3 clusters
  Score: Raw -2248085.040211 + Penalty 11101.464796 = -2236983.575415
  nChanged 9
		SP:Iteration 40F (28809.680000 sec): 3 clusters
  Score: Raw -2248088.773811 + Penalty 11101.464796 = -2236987.309015
  nChanged 10
		SP:Iteration 41Q (28809.750000 sec): 3 clusters
  Score: Raw -2248091.457095 + Penalty 11101.464796 = -2236989.992299
  nChanged 5
		SP:Iteration 42Q (28809.810000 sec): 3 clusters
  Score: Raw -2248093.181011 + Penalty 11101.464796 = -2236991.716215
  nChanged 4
		SP:Iteration 43Q (28809.870000 sec): 3 clusters
  Score: Raw -2248095.234341 + Penalty 11101.464796 = -2236993.769545
  nChanged 9
		SP:Iteration 44Q (28809.930000 sec): 3 clusters
  Score: Raw -2248099.134037 + Penalty 11101.464796 = -2236997.669240
  nChanged 13
		SP:Iteration 45Q (28810.000000 sec): 3 clusters
  Score: Raw -2248104.652051 + Penalty 11101.464796 = -2237003.187254
  nChanged 9
		SP:Iteration 46Q (28810.060000 sec): 3 clusters
  Score: Raw -2248108.056967 + Penalty 11101.464796 = -2237006.592171
  nChanged 6
		SP:Iteration 47Q (28810.130000 sec): 3 clusters
  Score: Raw -2248110.715287 + Penalty 11101.464796 = -2237009.250490
  nChanged 10
		SP:Iteration 48Q (28810.190000 sec): 3 clusters
  Score: Raw -2248114.483885 + Penalty 11101.464796 = -2237013.019088
  nChanged 8
		SP:Iteration 49Q (28810.250000 sec): 3 clusters
  Score: Raw -2248117.387014 + Penalty 11101.464796 = -2237015.922218
  nChanged 10
		SP:Iteration 50Q (28810.320000 sec): 3 clusters
  Score: Raw -2248120.693639 + Penalty 11101.464796 = -2237019.228843
  nChanged 10
		SP:Iteration 51Q (28810.390000 sec): 3 clusters
  Score: Raw -2248125.003394 + Penalty 11101.464796 = -2237023.538598
  nChanged 21
		SP:Iteration 52Q (28810.450000 sec): 3 clusters
  Score: Raw -2248132.847139 + Penalty 11101.464796 = -2237031.382343
  nChanged 17
		SP:Iteration 53Q (28810.510000 sec): 3 clusters
  Score: Raw -2248140.796502 + Penalty 11101.464796 = -2237039.331706
  nChanged 20
		SP:Iteration 54Q (28810.580000 sec): 3 clusters
  Score: Raw -2248149.554810 + Penalty 11101.464796 = -2237048.090014
  nChanged 23
		SP:Iteration 55Q (28810.640000 sec): 3 clusters
  Score: Raw -2248158.823305 + Penalty 11101.464796 = -2237057.358509
  nChanged 25
		SP:Iteration 56Q (28810.710000 sec): 3 clusters
  Score: Raw -2248169.870644 + Penalty 11101.464796 = -2237068.405848
  nChanged 28
		SP:Iteration 57Q (28810.770000 sec): 3 clusters
  Score: Raw -2248183.133792 + Penalty 11101.464796 = -2237081.668995
  nChanged 22
		SP:Iteration 58Q (28810.830000 sec): 3 clusters
  Score: Raw -2248193.305358 + Penalty 11101.464796 = -2237091.840562
  nChanged 26
		SP:Iteration 59Q (28810.890000 sec): 3 clusters
  Score: Raw -2248205.496364 + Penalty 11101.464796 = -2237104.031567
  nChanged 29
		SP:Iteration 60F (28810.960000 sec): 3 clusters
  Score: Raw -2248216.864818 + Penalty 11101.464796 = -2237115.400022
  nChanged 27
		SP:Iteration 61Q (28811.020000 sec): 3 clusters
  Score: Raw -2248229.740001 + Penalty 11101.464796 = -2237128.275205
  nChanged 29
		SP:Iteration 62Q (28811.090000 sec): 3 clusters
  Score: Raw -2248241.790220 + Penalty 11101.464796 = -2237140.325424
  nChanged 17
		SP:Iteration 63Q (28811.150000 sec): 3 clusters
  Score: Raw -2248253.401809 + Penalty 11101.464796 = -2237151.937013
  nChanged 23
		SP:Iteration 64Q (28811.210000 sec): 3 clusters
  Score: Raw -2248264.510988 + Penalty 11101.464796 = -2237163.046192
  nChanged 26
		SP:Iteration 65Q (28811.270000 sec): 3 clusters
  Score: Raw -2248276.127272 + Penalty 11101.464796 = -2237174.662476
  nChanged 23
		SP:Iteration 66Q (28811.340000 sec): 3 clusters
  Score: Raw -2248287.325057 + Penalty 11101.464796 = -2237185.860261
  nChanged 24
		SP:Iteration 67Q (28811.400000 sec): 3 clusters
  Score: Raw -2248298.855777 + Penalty 11101.464796 = -2237197.390980
  nChanged 25
		SP:Iteration 68Q (28811.460000 sec): 3 clusters
  Score: Raw -2248309.620330 + Penalty 11101.464796 = -2237208.155534
  nChanged 23
		SP:Iteration 69Q (28811.530000 sec): 3 clusters
  Score: Raw -2248318.076833 + Penalty 11101.464796 = -2237216.612036
  nChanged 13
		SP:Iteration 70Q (28811.590000 sec): 3 clusters
  Score: Raw -2248323.803356 + Penalty 11101.464796 = -2237222.338560
  nChanged 17
		SP:Iteration 71Q (28811.650000 sec): 3 clusters
  Score: Raw -2248333.354438 + Penalty 11101.464796 = -2237231.889642
  nChanged 15
		SP:Iteration 72Q (28811.720000 sec): 3 clusters
  Score: Raw -2248341.701033 + Penalty 11101.464796 = -2237240.236237
  nChanged 14
		SP:Iteration 73Q (28811.780000 sec): 3 clusters
  Score: Raw -2248349.052783 + Penalty 11101.464796 = -2237247.587987
  nChanged 13
		SP:Iteration 74Q (28811.840000 sec): 3 clusters
  Score: Raw -2248353.860205 + Penalty 11101.464796 = -2237252.395408
  nChanged 9
		SP:Iteration 75Q (28811.910000 sec): 3 clusters
  Score: Raw -2248358.969774 + Penalty 11101.464796 = -2237257.504977
  nChanged 10
		SP:Iteration 76Q (28811.970000 sec): 3 clusters
  Score: Raw -2248362.245009 + Penalty 11101.464796 = -2237260.780213
  nChanged 5
		SP:Iteration 77Q (28812.030000 sec): 3 clusters
  Score: Raw -2248364.880532 + Penalty 11101.464796 = -2237263.415736
  nChanged 8
		SP:Iteration 78Q (28812.090000 sec): 3 clusters
  Score: Raw -2248367.792039 + Penalty 11101.464796 = -2237266.327243
  nChanged 5
		SP:Iteration 79Q (28812.150000 sec): 3 clusters
  Score: Raw -2248369.977658 + Penalty 11101.464796 = -2237268.512862
  nChanged 5
		SP:Iteration 80F (28812.220000 sec): 3 clusters
  Score: Raw -2248371.572837 + Penalty 11101.464796 = -2237270.108041
  nChanged 3
		SP:Iteration 81Q (28812.280000 sec): 3 clusters
  Score: Raw -2248373.035737 + Penalty 11101.464796 = -2237271.570941
  nChanged 2
		SP:Iteration 82Q (28812.350000 sec): 3 clusters
  Score: Raw -2248374.383044 + Penalty 11101.464796 = -2237272.918248
  nChanged 5
		SP:Iteration 83Q (28812.410000 sec): 3 clusters
  Score: Raw -2248376.668275 + Penalty 11101.464796 = -2237275.203478
  nChanged 3
		SP:Iteration 84Q (28812.470000 sec): 3 clusters
  Score: Raw -2248378.309333 + Penalty 11101.464796 = -2237276.844536
  nChanged 8
		SP:Iteration 85Q (28812.530000 sec): 3 clusters
  Score: Raw -2248381.634497 + Penalty 11101.464796 = -2237280.169701
  nChanged 3
		SP:Iteration 86Q (28812.590000 sec): 3 clusters
  Score: Raw -2248383.859485 + Penalty 11101.464796 = -2237282.394689
  nChanged 6
		SP:Iteration 87Q (28812.660000 sec): 3 clusters
  Score: Raw -2248386.048521 + Penalty 11101.464796 = -2237284.583725
  nChanged 3
		SP:Iteration 88Q (28812.720000 sec): 3 clusters
  Score: Raw -2248387.273978 + Penalty 11101.464796 = -2237285.809181
  nChanged 6
		SP:Iteration 89Q (28812.780000 sec): 3 clusters
  Score: Raw -2248388.825610 + Penalty 11101.464796 = -2237287.360813
  nChanged 6
		SP:Iteration 90Q (28812.850000 sec): 3 clusters
  Score: Raw -2248390.582629 + Penalty 11101.464796 = -2237289.117833
  nChanged 2
		SP:Iteration 91Q (28812.910000 sec): 3 clusters
  Score: Raw -2248391.205304 + Penalty 11101.464796 = -2237289.740508
  nChanged 5
		SP:Iteration 92Q (28812.970000 sec): 3 clusters
  Score: Raw -2248393.298656 + Penalty 11101.464796 = -2237291.833860
  nChanged 7
		SP:Iteration 93Q (28813.030000 sec): 3 clusters
  Score: Raw -2248395.434908 + Penalty 11101.464796 = -2237293.970112
  nChanged 6
		SP:Iteration 94Q (28813.100000 sec): 3 clusters
  Score: Raw -2248398.235310 + Penalty 11101.464796 = -2237296.770513
  nChanged 12
		SP:Iteration 95Q (28813.160000 sec): 3 clusters
  Score: Raw -2248403.754225 + Penalty 11101.464796 = -2237302.289428
  nChanged 11
		SP:Iteration 96Q (28813.220000 sec): 3 clusters
  Score: Raw -2248408.339889 + Penalty 11101.464796 = -2237306.875093
  nChanged 9
		SP:Iteration 97Q (28813.290000 sec): 3 clusters
  Score: Raw -2248411.608254 + Penalty 11101.464796 = -2237310.143458
  nChanged 10
		SP:Iteration 98Q (28813.350000 sec): 3 clusters
  Score: Raw -2248416.823997 + Penalty 11101.464796 = -2237315.359201
  nChanged 8
		SP:Iteration 99Q (28813.410000 sec): 3 clusters
  Score: Raw -2248420.112966 + Penalty 11101.464796 = -2237318.648169
  nChanged 5
		SP:Iteration 100F (28813.470000 sec): 3 clusters
  Score: Raw -2248421.345716 + Penalty 11101.464796 = -2237319.880920
  nChanged 5
		SP:Iteration 101Q (28813.540000 sec): 3 clusters
  Score: Raw -2248422.769649 + Penalty 11101.464796 = -2237321.304853
  nChanged 6
		SP:Iteration 102Q (28813.600000 sec): 3 clusters
  Score: Raw -2248424.792421 + Penalty 11101.464796 = -2237323.327625
  nChanged 2
		SP:Iteration 103Q (28813.660000 sec): 3 clusters
  Score: Raw -2248425.574840 + Penalty 11101.464796 = -2237324.110044
  nChanged 3
		SP:Iteration 104Q (28813.720000 sec): 3 clusters
  Score: Raw -2248426.642939 + Penalty 11101.464796 = -2237325.178142
  nChanged 5
		SP:Iteration 105Q (28813.790000 sec): 3 clusters
  Score: Raw -2248427.975588 + Penalty 11101.464796 = -2237326.510791
  nChanged 1
		SP:Iteration 106Q (28813.850000 sec): 3 clusters
  Score: Raw -2248428.177361 + Penalty 11101.464796 = -2237326.712564
  nChanged 2
		SP:Iteration 107Q (28813.910000 sec): 3 clusters
  Score: Raw -2248428.891333 + Penalty 11101.464796 = -2237327.426537
  nChanged 1
		SP:Iteration 108Q (28813.970000 sec): 3 clusters
  Score: Raw -2248429.375132 + Penalty 11101.464796 = -2237327.910335
  nChanged 1
		SP:Iteration 109Q (28814.030000 sec): 3 clusters
  Score: Raw -2248429.892663 + Penalty 11101.464796 = -2237328.427866
  nChanged 2
		SP:Iteration 110Q (28814.090000 sec): 3 clusters
  Score: Raw -2248430.339666 + Penalty 11101.464796 = -2237328.874869
  nChanged 1
		SP:Iteration 111Q (28814.160000 sec): 3 clusters
  Score: Raw -2248431.145587 + Penalty 11101.464796 = -2237329.680791
  nChanged 0
		SP:Iteration 112F (28814.220000 sec): 3 clusters
  Score: Raw -2248431.145587 + Penalty 11101.464796 = -2237329.680791
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (1625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28814.240000 sec): 2 clusters
  Score: Raw -404641.590656 + Penalty 4528.373646 = -400113.217010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28814.250000 sec): 3 clusters
  Score: Raw -404563.625440 + Penalty 9056.747291 = -395506.878149
  nChanged 326
		SP:Iteration 1F (28814.270000 sec): 3 clusters
  Score: Raw -405119.932639 + Penalty 9056.747291 = -396063.185348
  nChanged 110
		SP:Iteration 2F (28814.280000 sec): 3 clusters
  Score: Raw -405403.241216 + Penalty 9056.747291 = -396346.493925
  nChanged 81
		SP:Iteration 3Q (28814.290000 sec): 3 clusters
  Score: Raw -405642.256825 + Penalty 9056.747291 = -396585.509534
  nChanged 61
		SP:Iteration 4Q (28814.300000 sec): 3 clusters
  Score: Raw -405827.561795 + Penalty 9056.747291 = -396770.814504
  nChanged 61
		SP:Iteration 5Q (28814.310000 sec): 3 clusters
  Score: Raw -405998.343176 + Penalty 9056.747291 = -396941.595885
  nChanged 45
		SP:Iteration 6Q (28814.330000 sec): 3 clusters
  Score: Raw -406119.544602 + Penalty 9056.747291 = -397062.797311
  nChanged 40
		SP:Iteration 7Q (28814.340000 sec): 3 clusters
  Score: Raw -406217.660040 + Penalty 9056.747291 = -397160.912749
  nChanged 28
		SP:Iteration 8Q (28814.350000 sec): 3 clusters
  Score: Raw -406314.970873 + Penalty 9056.747291 = -397258.223582
  nChanged 28
		SP:Iteration 9Q (28814.360000 sec): 3 clusters
  Score: Raw -406381.311578 + Penalty 9056.747291 = -397324.564287
  nChanged 21
		SP:Iteration 10Q (28814.370000 sec): 3 clusters
  Score: Raw -406429.787204 + Penalty 9056.747291 = -397373.039913
  nChanged 16
		SP:Iteration 11Q (28814.380000 sec): 3 clusters
  Score: Raw -406459.236431 + Penalty 9056.747291 = -397402.489140
  nChanged 14
		SP:Iteration 12Q (28814.390000 sec): 3 clusters
  Score: Raw -406485.063268 + Penalty 9056.747291 = -397428.315977
  nChanged 12
		SP:Iteration 13Q (28814.400000 sec): 3 clusters
  Score: Raw -406510.405500 + Penalty 9056.747291 = -397453.658209
  nChanged 4
		SP:Iteration 14Q (28814.410000 sec): 3 clusters
  Score: Raw -406515.531045 + Penalty 9056.747291 = -397458.783754
  nChanged 3
		SP:Iteration 15Q (28814.420000 sec): 3 clusters
  Score: Raw -406522.226560 + Penalty 9056.747291 = -397465.479268
  nChanged 4
		SP:Iteration 16Q (28814.430000 sec): 3 clusters
  Score: Raw -406532.099506 + Penalty 9056.747291 = -397475.352215
  nChanged 6
		SP:Iteration 17Q (28814.450000 sec): 3 clusters
  Score: Raw -406537.012788 + Penalty 9056.747291 = -397480.265497
  nChanged 2
		SP:Iteration 18Q (28814.450000 sec): 3 clusters
  Score: Raw -406547.090811 + Penalty 9056.747291 = -397490.343520
  nChanged 2
		SP:Iteration 19Q (28814.470000 sec): 3 clusters
  Score: Raw -406553.962337 + Penalty 9056.747291 = -397497.215046
  nChanged 4
		SP:Iteration 20F (28814.480000 sec): 3 clusters
  Score: Raw -406560.208902 + Penalty 9056.747291 = -397503.461611
  nChanged 3
		SP:Iteration 21Q (28814.490000 sec): 3 clusters
  Score: Raw -406564.252004 + Penalty 9056.747291 = -397507.504713
  nChanged 1
		SP:Iteration 22Q (28814.500000 sec): 3 clusters
  Score: Raw -406565.104840 + Penalty 9056.747291 = -397508.357549
  nChanged 1
		SP:Iteration 23Q (28814.510000 sec): 3 clusters
  Score: Raw -406570.387714 + Penalty 9056.747291 = -397513.640422
  nChanged 1
		SP:Iteration 24Q (28814.520000 sec): 3 clusters
  Score: Raw -406572.367402 + Penalty 9056.747291 = -397515.620111
  nChanged 2
		SP:Iteration 25Q (28814.530000 sec): 3 clusters
  Score: Raw -406575.134288 + Penalty 9056.747291 = -397518.386997
  nChanged 0
		SP:Iteration 26F (28814.540000 sec): 3 clusters
  Score: Raw -406575.134288 + Penalty 9056.747291 = -397518.386997
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (10641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28814.620000 sec): 2 clusters
  Score: Raw -2692066.137998 + Penalty 5679.387718 = -2686386.750280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28814.700000 sec): 3 clusters
  Score: Raw -2687212.442690 + Penalty 11358.775436 = -2675853.667254
  nChanged 3917
		SP:Iteration 1F (28814.790000 sec): 3 clusters
  Score: Raw -2689754.661442 + Penalty 11358.775436 = -2678395.886006
  nChanged 893
		SP:Iteration 2F (28814.870000 sec): 3 clusters
  Score: Raw -2690607.529019 + Penalty 11358.775436 = -2679248.753584
  nChanged 724
		SP:Iteration 3F (28814.950000 sec): 3 clusters
  Score: Raw -2691429.992110 + Penalty 11358.775436 = -2680071.216674
  nChanged 663
		SP:Iteration 4F (28815.030000 sec): 3 clusters
  Score: Raw -2692193.175509 + Penalty 11358.775436 = -2680834.400074
  nChanged 634
		SP:Iteration 5F (28815.110000 sec): 3 clusters
  Score: Raw -2692868.999448 + Penalty 11358.775436 = -2681510.224012
  nChanged 565
		SP:Iteration 6F (28815.190000 sec): 3 clusters
  Score: Raw -2693465.192507 + Penalty 11358.775436 = -2682106.417071
  nChanged 507
		SP:Iteration 7Q (28815.270000 sec): 3 clusters
  Score: Raw -2693967.982966 + Penalty 11358.775436 = -2682609.207530
  nChanged 441
		SP:Iteration 8Q (28815.340000 sec): 3 clusters
  Score: Raw -2694396.308884 + Penalty 11358.775436 = -2683037.533448
  nChanged 369
		SP:Iteration 9Q (28815.420000 sec): 3 clusters
  Score: Raw -2694773.130719 + Penalty 11358.775436 = -2683414.355283
  nChanged 315
		SP:Iteration 10Q (28815.490000 sec): 3 clusters
  Score: Raw -2695161.016198 + Penalty 11358.775436 = -2683802.240763
  nChanged 317
		SP:Iteration 11Q (28815.570000 sec): 3 clusters
  Score: Raw -2695467.885376 + Penalty 11358.775436 = -2684109.109940
  nChanged 253
		SP:Iteration 12Q (28815.640000 sec): 3 clusters
  Score: Raw -2695729.858950 + Penalty 11358.775436 = -2684371.083514
  nChanged 259
		SP:Iteration 13Q (28815.710000 sec): 3 clusters
  Score: Raw -2695958.826738 + Penalty 11358.775436 = -2684600.051303
  nChanged 212
		SP:Iteration 14Q (28815.780000 sec): 3 clusters
  Score: Raw -2696137.084908 + Penalty 11358.775436 = -2684778.309472
  nChanged 189
		SP:Iteration 15Q (28815.850000 sec): 3 clusters
  Score: Raw -2696271.165488 + Penalty 11358.775436 = -2684912.390052
  nChanged 156
		SP:Iteration 16Q (28815.930000 sec): 3 clusters
  Score: Raw -2696378.164725 + Penalty 11358.775436 = -2685019.389289
  nChanged 129
		SP:Iteration 17Q (28816.000000 sec): 3 clusters
  Score: Raw -2696449.989185 + Penalty 11358.775436 = -2685091.213750
  nChanged 89
		SP:Iteration 18Q (28816.070000 sec): 3 clusters
  Score: Raw -2696494.698854 + Penalty 11358.775436 = -2685135.923419
  nChanged 84
		SP:Iteration 19Q (28816.140000 sec): 3 clusters
  Score: Raw -2696529.741986 + Penalty 11358.775436 = -2685170.966551
  nChanged 59
		SP:Iteration 20F (28816.220000 sec): 3 clusters
  Score: Raw -2696554.710407 + Penalty 11358.775436 = -2685195.934971
  nChanged 46
		SP:Iteration 21Q (28816.290000 sec): 3 clusters
  Score: Raw -2696573.651363 + Penalty 11358.775436 = -2685214.875928
  nChanged 42
		SP:Iteration 22Q (28816.360000 sec): 3 clusters
  Score: Raw -2696591.782927 + Penalty 11358.775436 = -2685233.007491
  nChanged 30
		SP:Iteration 23Q (28816.430000 sec): 3 clusters
  Score: Raw -2696603.592015 + Penalty 11358.775436 = -2685244.816580
  nChanged 19
		SP:Iteration 24Q (28816.500000 sec): 3 clusters
  Score: Raw -2696611.290453 + Penalty 11358.775436 = -2685252.515017
  nChanged 25
		SP:Iteration 25Q (28816.570000 sec): 3 clusters
  Score: Raw -2696621.887621 + Penalty 11358.775436 = -2685263.112185
  nChanged 11
		SP:Iteration 26Q (28816.640000 sec): 3 clusters
  Score: Raw -2696626.094185 + Penalty 11358.775436 = -2685267.318750
  nChanged 14
		SP:Iteration 27Q (28816.710000 sec): 3 clusters
  Score: Raw -2696631.565175 + Penalty 11358.775436 = -2685272.789739
  nChanged 13
		SP:Iteration 28Q (28816.780000 sec): 3 clusters
  Score: Raw -2696635.320913 + Penalty 11358.775436 = -2685276.545477
  nChanged 14
		SP:Iteration 29Q (28816.850000 sec): 3 clusters
  Score: Raw -2696639.637710 + Penalty 11358.775436 = -2685280.862274
  nChanged 12
		SP:Iteration 30Q (28816.920000 sec): 3 clusters
  Score: Raw -2696644.100067 + Penalty 11358.775436 = -2685285.324631
  nChanged 8
		SP:Iteration 31Q (28816.990000 sec): 3 clusters
  Score: Raw -2696646.749734 + Penalty 11358.775436 = -2685287.974299
  nChanged 3
		SP:Iteration 32Q (28817.060000 sec): 3 clusters
  Score: Raw -2696647.685356 + Penalty 11358.775436 = -2685288.909920
  nChanged 2
		SP:Iteration 33Q (28817.130000 sec): 3 clusters
  Score: Raw -2696648.509234 + Penalty 11358.775436 = -2685289.733798
  nChanged 4
		SP:Iteration 34Q (28817.200000 sec): 3 clusters
  Score: Raw -2696649.883893 + Penalty 11358.775436 = -2685291.108457
  nChanged 3
		SP:Iteration 35Q (28817.270000 sec): 3 clusters
  Score: Raw -2696650.443402 + Penalty 11358.775436 = -2685291.667966
  nChanged 0
		SP:Iteration 36F (28817.350000 sec): 3 clusters
  Score: Raw -2696650.443402 + Penalty 11358.775436 = -2685291.667966
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28817.470000 sec): 2 clusters
  Score: Raw -4730574.996995 + Penalty 5999.683175 = -4724575.313819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28817.610000 sec): 3 clusters
  Score: Raw -4721437.503052 + Penalty 11999.366351 = -4709438.136701
  nChanged 7159
		SP:Iteration 1F (28817.750000 sec): 3 clusters
  Score: Raw -4725246.863836 + Penalty 11999.366351 = -4713247.497486
  nChanged 1265
		SP:Iteration 2F (28817.890000 sec): 3 clusters
  Score: Raw -4725883.049774 + Penalty 11999.366351 = -4713883.683423
  nChanged 919
		SP:Iteration 3F (28818.030000 sec): 3 clusters
  Score: Raw -4726387.950851 + Penalty 11999.366351 = -4714388.584501
  nChanged 799
		SP:Iteration 4Q (28818.170000 sec): 3 clusters
  Score: Raw -4726856.130106 + Penalty 11999.366351 = -4714856.763755
  nChanged 779
		SP:Iteration 5Q (28818.310000 sec): 3 clusters
  Score: Raw -4727381.669541 + Penalty 11999.366351 = -4715382.303190
  nChanged 840
		SP:Iteration 6Q (28818.450000 sec): 3 clusters
  Score: Raw -4727947.668091 + Penalty 11999.366351 = -4715948.301740
  nChanged 942
		SP:Iteration 7F (28818.590000 sec): 3 clusters
  Score: Raw -4728639.163251 + Penalty 11999.366351 = -4716639.796900
  nChanged 990
		SP:Iteration 8F (28818.730000 sec): 3 clusters
  Score: Raw -4729441.293405 + Penalty 11999.366351 = -4717441.927054
  nChanged 1046
		SP:Iteration 9F (28818.870000 sec): 3 clusters
  Score: Raw -4730354.585382 + Penalty 11999.366351 = -4718355.219031
  nChanged 981
		SP:Iteration 10F (28819.010000 sec): 3 clusters
  Score: Raw -4731312.587710 + Penalty 11999.366351 = -4719313.221360
  nChanged 875
		SP:Iteration 11Q (28819.150000 sec): 3 clusters
  Score: Raw -4732222.529814 + Penalty 11999.366351 = -4720223.163463
  nChanged 711
		SP:Iteration 12Q (28819.280000 sec): 3 clusters
  Score: Raw -4733016.905774 + Penalty 11999.366351 = -4721017.539424
  nChanged 560
		SP:Iteration 13Q (28819.420000 sec): 3 clusters
  Score: Raw -4733663.605790 + Penalty 11999.366351 = -4721664.239440
  nChanged 382
		SP:Iteration 14Q (28819.550000 sec): 3 clusters
  Score: Raw -4734097.562431 + Penalty 11999.366351 = -4722098.196080
  nChanged 275
		SP:Iteration 15Q (28819.680000 sec): 3 clusters
  Score: Raw -4734379.547358 + Penalty 11999.366351 = -4722380.181007
  nChanged 206
		SP:Iteration 16Q (28819.810000 sec): 3 clusters
  Score: Raw -4734561.775776 + Penalty 11999.366351 = -4722562.409426
  nChanged 149
		SP:Iteration 17Q (28819.930000 sec): 3 clusters
  Score: Raw -4734684.442538 + Penalty 11999.366351 = -4722685.076187
  nChanged 110
		SP:Iteration 18Q (28820.050000 sec): 3 clusters
  Score: Raw -4734759.688679 + Penalty 11999.366351 = -4722760.322328
  nChanged 85
		SP:Iteration 19Q (28820.160000 sec): 3 clusters
  Score: Raw -4734814.027210 + Penalty 11999.366351 = -4722814.660859
  nChanged 52
		SP:Iteration 20F (28820.300000 sec): 3 clusters
  Score: Raw -4734843.729703 + Penalty 11999.366351 = -4722844.363352
  nChanged 37
		SP:Iteration 21Q (28820.410000 sec): 3 clusters
  Score: Raw -4734863.499466 + Penalty 11999.366351 = -4722864.133115
  nChanged 26
		SP:Iteration 22Q (28820.530000 sec): 3 clusters
  Score: Raw -4734877.015652 + Penalty 11999.366351 = -4722877.649301
  nChanged 16
		SP:Iteration 23Q (28820.640000 sec): 3 clusters
  Score: Raw -4734885.570467 + Penalty 11999.366351 = -4722886.204116
  nChanged 20
		SP:Iteration 24Q (28820.760000 sec): 3 clusters
  Score: Raw -4734895.288460 + Penalty 11999.366351 = -4722895.922110
  nChanged 23
		SP:Iteration 25Q (28820.870000 sec): 3 clusters
  Score: Raw -4734909.754057 + Penalty 11999.366351 = -4722910.387706
  nChanged 16
		SP:Iteration 26Q (28820.980000 sec): 3 clusters
  Score: Raw -4734918.422296 + Penalty 11999.366351 = -4722919.055945
  nChanged 16
		SP:Iteration 27Q (28821.090000 sec): 3 clusters
  Score: Raw -4734927.071425 + Penalty 11999.366351 = -4722927.705074
  nChanged 20
		SP:Iteration 28Q (28821.210000 sec): 3 clusters
  Score: Raw -4734939.265044 + Penalty 11999.366351 = -4722939.898693
  nChanged 21
		SP:Iteration 29Q (28821.320000 sec): 3 clusters
  Score: Raw -4734949.806348 + Penalty 11999.366351 = -4722950.439998
  nChanged 20
		SP:Iteration 30Q (28821.430000 sec): 3 clusters
  Score: Raw -4734964.884788 + Penalty 11999.366351 = -4722965.518437
  nChanged 25
		SP:Iteration 31Q (28821.540000 sec): 3 clusters
  Score: Raw -4734977.330887 + Penalty 11999.366351 = -4722977.964537
  nChanged 17
		SP:Iteration 32Q (28821.650000 sec): 3 clusters
  Score: Raw -4734985.758373 + Penalty 11999.366351 = -4722986.392022
  nChanged 14
		SP:Iteration 33Q (28821.760000 sec): 3 clusters
  Score: Raw -4734995.437268 + Penalty 11999.366351 = -4722996.070917
  nChanged 20
		SP:Iteration 34Q (28821.870000 sec): 3 clusters
  Score: Raw -4735006.740055 + Penalty 11999.366351 = -4723007.373704
  nChanged 16
		SP:Iteration 35Q (28821.970000 sec): 3 clusters
  Score: Raw -4735015.464474 + Penalty 11999.366351 = -4723016.098124
  nChanged 10
		SP:Iteration 36Q (28822.080000 sec): 3 clusters
  Score: Raw -4735019.466329 + Penalty 11999.366351 = -4723020.099978
  nChanged 5
		SP:Iteration 37Q (28822.190000 sec): 3 clusters
  Score: Raw -4735021.877839 + Penalty 11999.366351 = -4723022.511488
  nChanged 3
		SP:Iteration 38Q (28822.300000 sec): 3 clusters
  Score: Raw -4735023.388568 + Penalty 11999.366351 = -4723024.022217
  nChanged 6
		SP:Iteration 39Q (28822.410000 sec): 3 clusters
  Score: Raw -4735026.301801 + Penalty 11999.366351 = -4723026.935450
  nChanged 6
		SP:Iteration 40F (28822.550000 sec): 3 clusters
  Score: Raw -4735029.502995 + Penalty 11999.366351 = -4723030.136645
  nChanged 5
		SP:Iteration 41Q (28822.660000 sec): 3 clusters
  Score: Raw -4735031.303374 + Penalty 11999.366351 = -4723031.937024
  nChanged 2
		SP:Iteration 42Q (28822.760000 sec): 3 clusters
  Score: Raw -4735032.014448 + Penalty 11999.366351 = -4723032.648097
  nChanged 1
		SP:Iteration 43Q (28822.870000 sec): 3 clusters
  Score: Raw -4735032.357313 + Penalty 11999.366351 = -4723032.990963
  nChanged 0
		SP:Iteration 44F (28823.010000 sec): 3 clusters
  Score: Raw -4735032.357313 + Penalty 11999.366351 = -4723032.990963
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28823.170000 sec): 2 clusters
  Score: Raw -6177329.030517 + Penalty 6154.068036 = -6171174.962481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28823.340000 sec): 3 clusters
  Score: Raw -6165102.392691 + Penalty 12308.136072 = -6152794.256619
  nChanged 9446
		SP:Iteration 1F (28823.520000 sec): 3 clusters
  Score: Raw -6169941.008363 + Penalty 12308.136072 = -6157632.872291
  nChanged 1444
		SP:Iteration 2F (28823.700000 sec): 3 clusters
  Score: Raw -6170577.671812 + Penalty 12308.136072 = -6158269.535740
  nChanged 1104
		SP:Iteration 3Q (28823.870000 sec): 3 clusters
  Score: Raw -6171012.488405 + Penalty 12308.136072 = -6158704.352333
  nChanged 907
		SP:Iteration 4Q (28824.050000 sec): 3 clusters
  Score: Raw -6171366.116904 + Penalty 12308.136072 = -6159057.980832
  nChanged 781
		SP:Iteration 5Q (28824.220000 sec): 3 clusters
  Score: Raw -6171670.183189 + Penalty 12308.136072 = -6159362.047117
  nChanged 730
		SP:Iteration 6Q (28824.400000 sec): 3 clusters
  Score: Raw -6171951.362309 + Penalty 12308.136072 = -6159643.226237
  nChanged 672
		SP:Iteration 7Q (28824.580000 sec): 3 clusters
  Score: Raw -6172220.790036 + Penalty 12308.136072 = -6159912.653964
  nChanged 704
		SP:Iteration 8Q (28824.760000 sec): 3 clusters
  Score: Raw -6172514.203743 + Penalty 12308.136072 = -6160206.067671
  nChanged 717
		SP:Iteration 9Q (28824.940000 sec): 3 clusters
  Score: Raw -6172855.924323 + Penalty 12308.136072 = -6160547.788251
  nChanged 796
		SP:Iteration 10Q (28825.110000 sec): 3 clusters
  Score: Raw -6173251.411597 + Penalty 12308.136072 = -6160943.275525
  nChanged 828
		SP:Iteration 11Q (28825.290000 sec): 3 clusters
  Score: Raw -6173654.821904 + Penalty 12308.136072 = -6161346.685832
  nChanged 819
		SP:Iteration 12Q (28825.460000 sec): 3 clusters
  Score: Raw -6174063.532106 + Penalty 12308.136072 = -6161755.396034
  nChanged 794
		SP:Iteration 13Q (28825.640000 sec): 3 clusters
  Score: Raw -6174487.011238 + Penalty 12308.136072 = -6162178.875166
  nChanged 766
		SP:Iteration 14Q (28825.820000 sec): 3 clusters
  Score: Raw -6174897.310675 + Penalty 12308.136072 = -6162589.174603
  nChanged 758
		SP:Iteration 15Q (28825.990000 sec): 3 clusters
  Score: Raw -6175323.297133 + Penalty 12308.136072 = -6163015.161061
  nChanged 727
		SP:Iteration 16Q (28826.160000 sec): 3 clusters
  Score: Raw -6175738.541510 + Penalty 12308.136072 = -6163430.405438
  nChanged 628
		SP:Iteration 17Q (28826.340000 sec): 3 clusters
  Score: Raw -6176101.549732 + Penalty 12308.136072 = -6163793.413660
  nChanged 594
		SP:Iteration 18Q (28826.520000 sec): 3 clusters
  Score: Raw -6176444.002059 + Penalty 12308.136072 = -6164135.865987
  nChanged 526
		SP:Iteration 19Q (28826.700000 sec): 3 clusters
  Score: Raw -6176769.656178 + Penalty 12308.136072 = -6164461.520106
  nChanged 467
		SP:Iteration 20F (28826.870000 sec): 3 clusters
  Score: Raw -6177048.006047 + Penalty 12308.136072 = -6164739.869975
  nChanged 367
		SP:Iteration 21Q (28827.050000 sec): 3 clusters
  Score: Raw -6177275.340546 + Penalty 12308.136072 = -6164967.204474
  nChanged 331
		SP:Iteration 22Q (28827.220000 sec): 3 clusters
  Score: Raw -6177487.547756 + Penalty 12308.136072 = -6165179.411684
  nChanged 260
		SP:Iteration 23Q (28827.390000 sec): 3 clusters
  Score: Raw -6177661.045584 + Penalty 12308.136072 = -6165352.909512
  nChanged 221
		SP:Iteration 24Q (28827.560000 sec): 3 clusters
  Score: Raw -6177803.621704 + Penalty 12308.136072 = -6165495.485632
  nChanged 189
		SP:Iteration 25Q (28827.730000 sec): 3 clusters
  Score: Raw -6177930.367131 + Penalty 12308.136072 = -6165622.231059
  nChanged 162
		SP:Iteration 26Q (28827.890000 sec): 3 clusters
  Score: Raw -6178037.076057 + Penalty 12308.136072 = -6165728.939985
  nChanged 130
		SP:Iteration 27Q (28828.050000 sec): 3 clusters
  Score: Raw -6178129.491348 + Penalty 12308.136072 = -6165821.355276
  nChanged 110
		SP:Iteration 28Q (28828.220000 sec): 3 clusters
  Score: Raw -6178203.194093 + Penalty 12308.136072 = -6165895.058021
  nChanged 72
		SP:Iteration 29Q (28828.380000 sec): 3 clusters
  Score: Raw -6178245.047501 + Penalty 12308.136072 = -6165936.911429
  nChanged 61
		SP:Iteration 30Q (28828.530000 sec): 3 clusters
  Score: Raw -6178284.328706 + Penalty 12308.136072 = -6165976.192634
  nChanged 39
		SP:Iteration 31Q (28828.690000 sec): 3 clusters
  Score: Raw -6178311.134685 + Penalty 12308.136072 = -6166002.998613
  nChanged 37
		SP:Iteration 32Q (28828.850000 sec): 3 clusters
  Score: Raw -6178334.861776 + Penalty 12308.136072 = -6166026.725704
  nChanged 30
		SP:Iteration 33Q (28829.000000 sec): 3 clusters
  Score: Raw -6178352.142595 + Penalty 12308.136072 = -6166044.006523
  nChanged 26
		SP:Iteration 34Q (28829.160000 sec): 3 clusters
  Score: Raw -6178368.907241 + Penalty 12308.136072 = -6166060.771169
  nChanged 20
		SP:Iteration 35Q (28829.310000 sec): 3 clusters
  Score: Raw -6178380.858170 + Penalty 12308.136072 = -6166072.722098
  nChanged 19
		SP:Iteration 36Q (28829.460000 sec): 3 clusters
  Score: Raw -6178391.741767 + Penalty 12308.136072 = -6166083.605695
  nChanged 14
		SP:Iteration 37Q (28829.610000 sec): 3 clusters
  Score: Raw -6178401.000183 + Penalty 12308.136072 = -6166092.864111
  nChanged 19
		SP:Iteration 38Q (28829.770000 sec): 3 clusters
  Score: Raw -6178414.287471 + Penalty 12308.136072 = -6166106.151399
  nChanged 24
		SP:Iteration 39Q (28829.920000 sec): 3 clusters
  Score: Raw -6178429.923041 + Penalty 12308.136072 = -6166121.786969
  nChanged 23
		SP:Iteration 40F (28830.090000 sec): 3 clusters
  Score: Raw -6178442.628859 + Penalty 12308.136072 = -6166134.492788
  nChanged 16
		SP:Iteration 41Q (28830.250000 sec): 3 clusters
  Score: Raw -6178453.541924 + Penalty 12308.136072 = -6166145.405852
  nChanged 11
		SP:Iteration 42Q (28830.390000 sec): 3 clusters
  Score: Raw -6178461.626923 + Penalty 12308.136072 = -6166153.490851
  nChanged 15
		SP:Iteration 43Q (28830.550000 sec): 3 clusters
  Score: Raw -6178470.873928 + Penalty 12308.136072 = -6166162.737856
  nChanged 12
		SP:Iteration 44Q (28830.690000 sec): 3 clusters
  Score: Raw -6178477.645329 + Penalty 12308.136072 = -6166169.509257
  nChanged 7
		SP:Iteration 45Q (28830.850000 sec): 3 clusters
  Score: Raw -6178482.447551 + Penalty 12308.136072 = -6166174.311479
  nChanged 6
		SP:Iteration 46Q (28830.990000 sec): 3 clusters
  Score: Raw -6178486.072234 + Penalty 12308.136072 = -6166177.936162
  nChanged 3
		SP:Iteration 47Q (28831.140000 sec): 3 clusters
  Score: Raw -6178487.544365 + Penalty 12308.136072 = -6166179.408293
  nChanged 1
		SP:Iteration 48Q (28831.290000 sec): 3 clusters
  Score: Raw -6178488.051440 + Penalty 12308.136072 = -6166179.915368
  nChanged 2
		SP:Iteration 49Q (28831.440000 sec): 3 clusters
  Score: Raw -6178489.447964 + Penalty 12308.136072 = -6166181.311892
  nChanged 2
		SP:Iteration 50Q (28831.590000 sec): 3 clusters
  Score: Raw -6178490.585876 + Penalty 12308.136072 = -6166182.449804
  nChanged 5
		SP:Iteration 51Q (28831.740000 sec): 3 clusters
  Score: Raw -6178493.713280 + Penalty 12308.136072 = -6166185.577208
  nChanged 2
		SP:Iteration 52Q (28831.890000 sec): 3 clusters
  Score: Raw -6178495.095801 + Penalty 12308.136072 = -6166186.959729
  nChanged 2
		SP:Iteration 53Q (28832.030000 sec): 3 clusters
  Score: Raw -6178495.890106 + Penalty 12308.136072 = -6166187.754034
  nChanged 1
		SP:Iteration 54Q (28832.180000 sec): 3 clusters
  Score: Raw -6178496.545613 + Penalty 12308.136072 = -6166188.409541
  nChanged 0
		SP:Iteration 55F (28832.360000 sec): 3 clusters
  Score: Raw -6178496.545613 + Penalty 12308.136072 = -6166188.409541
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28832.490000 sec): 2 clusters
  Score: Raw -5252204.812302 + Penalty 6071.100740 = -5246133.711562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28832.650000 sec): 3 clusters
  Score: Raw -5241736.892682 + Penalty 12142.201480 = -5229594.691202
  nChanged 8200
		SP:Iteration 1F (28832.810000 sec): 3 clusters
  Score: Raw -5246214.487858 + Penalty 12142.201480 = -5234072.286378
  nChanged 1347
		SP:Iteration 2F (28832.960000 sec): 3 clusters
  Score: Raw -5246900.544171 + Penalty 12142.201480 = -5234758.342691
  nChanged 1009
		SP:Iteration 3F (28833.120000 sec): 3 clusters
  Score: Raw -5247378.529445 + Penalty 12142.201480 = -5235236.327964
  nChanged 792
		SP:Iteration 4Q (28833.270000 sec): 3 clusters
  Score: Raw -5247727.177095 + Penalty 12142.201480 = -5235584.975615
  nChanged 648
		SP:Iteration 5Q (28833.430000 sec): 3 clusters
  Score: Raw -5248016.392582 + Penalty 12142.201480 = -5235874.191102
  nChanged 620
		SP:Iteration 6Q (28833.590000 sec): 3 clusters
  Score: Raw -5248274.972372 + Penalty 12142.201480 = -5236132.770891
  nChanged 576
		SP:Iteration 7Q (28833.740000 sec): 3 clusters
  Score: Raw -5248498.986356 + Penalty 12142.201480 = -5236356.784876
  nChanged 528
		SP:Iteration 8Q (28833.900000 sec): 3 clusters
  Score: Raw -5248710.683695 + Penalty 12142.201480 = -5236568.482215
  nChanged 532
		SP:Iteration 9Q (28834.050000 sec): 3 clusters
  Score: Raw -5248921.998094 + Penalty 12142.201480 = -5236779.796614
  nChanged 517
		SP:Iteration 10Q (28834.210000 sec): 3 clusters
  Score: Raw -5249131.988778 + Penalty 12142.201480 = -5236989.787298
  nChanged 529
		SP:Iteration 11Q (28834.370000 sec): 3 clusters
  Score: Raw -5249364.221345 + Penalty 12142.201480 = -5237222.019865
  nChanged 597
		SP:Iteration 12Q (28834.520000 sec): 3 clusters
  Score: Raw -5249661.402421 + Penalty 12142.201480 = -5237519.200940
  nChanged 696
		SP:Iteration 13Q (28834.670000 sec): 3 clusters
  Score: Raw -5250045.510427 + Penalty 12142.201480 = -5237903.308947
  nChanged 725
		SP:Iteration 14Q (28834.830000 sec): 3 clusters
  Score: Raw -5250474.202010 + Penalty 12142.201480 = -5238332.000530
  nChanged 752
		SP:Iteration 15Q (28834.980000 sec): 3 clusters
  Score: Raw -5250929.930400 + Penalty 12142.201480 = -5238787.728920
  nChanged 702
		SP:Iteration 16Q (28835.140000 sec): 3 clusters
  Score: Raw -5251383.819815 + Penalty 12142.201480 = -5239241.618335
  nChanged 641
		SP:Iteration 17Q (28835.290000 sec): 3 clusters
  Score: Raw -5251836.709849 + Penalty 12142.201480 = -5239694.508368
  nChanged 603
		SP:Iteration 18Q (28835.450000 sec): 3 clusters
  Score: Raw -5252300.533710 + Penalty 12142.201480 = -5240158.332230
  nChanged 496
		SP:Iteration 19Q (28835.600000 sec): 3 clusters
  Score: Raw -5252693.144944 + Penalty 12142.201480 = -5240550.943464
  nChanged 396
		SP:Iteration 20F (28835.750000 sec): 3 clusters
  Score: Raw -5253017.400908 + Penalty 12142.201480 = -5240875.199428
  nChanged 280
		SP:Iteration 21Q (28835.900000 sec): 3 clusters
  Score: Raw -5253251.068490 + Penalty 12142.201480 = -5241108.867010
  nChanged 205
		SP:Iteration 22Q (28836.050000 sec): 3 clusters
  Score: Raw -5253434.931039 + Penalty 12142.201480 = -5241292.729559
  nChanged 157
		SP:Iteration 23Q (28836.190000 sec): 3 clusters
  Score: Raw -5253597.070056 + Penalty 12142.201480 = -5241454.868576
  nChanged 128
		SP:Iteration 24Q (28836.330000 sec): 3 clusters
  Score: Raw -5253732.125801 + Penalty 12142.201480 = -5241589.924321
  nChanged 127
		SP:Iteration 25Q (28836.460000 sec): 3 clusters
  Score: Raw -5253858.002760 + Penalty 12142.201480 = -5241715.801280
  nChanged 77
		SP:Iteration 26Q (28836.590000 sec): 3 clusters
  Score: Raw -5253933.797773 + Penalty 12142.201480 = -5241791.596293
  nChanged 54
		SP:Iteration 27Q (28836.720000 sec): 3 clusters
  Score: Raw -5253977.542600 + Penalty 12142.201480 = -5241835.341120
  nChanged 47
		SP:Iteration 28Q (28836.840000 sec): 3 clusters
  Score: Raw -5254011.945848 + Penalty 12142.201480 = -5241869.744368
  nChanged 40
		SP:Iteration 29Q (28836.970000 sec): 3 clusters
  Score: Raw -5254036.287191 + Penalty 12142.201480 = -5241894.085711
  nChanged 18
		SP:Iteration 30Q (28837.090000 sec): 3 clusters
  Score: Raw -5254047.570568 + Penalty 12142.201480 = -5241905.369088
  nChanged 14
		SP:Iteration 31Q (28837.210000 sec): 3 clusters
  Score: Raw -5254055.685354 + Penalty 12142.201480 = -5241913.483874
  nChanged 4
		SP:Iteration 32Q (28837.340000 sec): 3 clusters
  Score: Raw -5254057.241238 + Penalty 12142.201480 = -5241915.039758
  nChanged 6
		SP:Iteration 33Q (28837.460000 sec): 3 clusters
  Score: Raw -5254062.331540 + Penalty 12142.201480 = -5241920.130060
  nChanged 4
		SP:Iteration 34Q (28837.590000 sec): 3 clusters
  Score: Raw -5254063.629761 + Penalty 12142.201480 = -5241921.428281
  nChanged 3
		SP:Iteration 35Q (28837.710000 sec): 3 clusters
  Score: Raw -5254065.024608 + Penalty 12142.201480 = -5241922.823128
  nChanged 2
		SP:Iteration 36Q (28837.830000 sec): 3 clusters
  Score: Raw -5254066.075823 + Penalty 12142.201480 = -5241923.874343
  nChanged 3
		SP:Iteration 37Q (28837.960000 sec): 3 clusters
  Score: Raw -5254068.193184 + Penalty 12142.201480 = -5241925.991704
  nChanged 3
		SP:Iteration 38Q (28838.080000 sec): 3 clusters
  Score: Raw -5254070.996872 + Penalty 12142.201480 = -5241928.795392
  nChanged 3
		SP:Iteration 39Q (28838.210000 sec): 3 clusters
  Score: Raw -5254072.948079 + Penalty 12142.201480 = -5241930.746599
  nChanged 4
		SP:Iteration 40F (28838.360000 sec): 3 clusters
  Score: Raw -5254076.572722 + Penalty 12142.201480 = -5241934.371242
  nChanged 5
		SP:Iteration 41Q (28838.490000 sec): 3 clusters
  Score: Raw -5254079.954029 + Penalty 12142.201480 = -5241937.752549
  nChanged 4
		SP:Iteration 42Q (28838.610000 sec): 3 clusters
  Score: Raw -5254081.763419 + Penalty 12142.201480 = -5241939.561939
  nChanged 2
		SP:Iteration 43Q (28838.730000 sec): 3 clusters
  Score: Raw -5254082.716260 + Penalty 12142.201480 = -5241940.514780
  nChanged 2
		SP:Iteration 44Q (28838.850000 sec): 3 clusters
  Score: Raw -5254084.430252 + Penalty 12142.201480 = -5241942.228771
  nChanged 1
		SP:Iteration 45Q (28838.970000 sec): 3 clusters
  Score: Raw -5254084.964180 + Penalty 12142.201480 = -5241942.762700
  nChanged 0
		SP:Iteration 46F (28839.130000 sec): 3 clusters
  Score: Raw -5254084.964180 + Penalty 12142.201480 = -5241942.762700
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (1769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28839.160000 sec): 2 clusters
  Score: Raw -455674.045838 + Penalty 4580.378938 = -451093.666901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28839.170000 sec): 3 clusters
  Score: Raw -455599.614671 + Penalty 9160.757875 = -446438.856795
  nChanged 394
		SP:Iteration 1F (28839.190000 sec): 3 clusters
  Score: Raw -456330.610515 + Penalty 9160.757875 = -447169.852639
  nChanged 124
		SP:Iteration 2F (28839.200000 sec): 3 clusters
  Score: Raw -456703.536519 + Penalty 9160.757875 = -447542.778643
  nChanged 73
		SP:Iteration 3Q (28839.210000 sec): 3 clusters
  Score: Raw -456935.473510 + Penalty 9160.757875 = -447774.715634
  nChanged 47
		SP:Iteration 4Q (28839.230000 sec): 3 clusters
  Score: Raw -457104.590117 + Penalty 9160.757875 = -447943.832242
  nChanged 34
		SP:Iteration 5Q (28839.240000 sec): 3 clusters
  Score: Raw -457245.093420 + Penalty 9160.757875 = -448084.335545
  nChanged 38
		SP:Iteration 6Q (28839.250000 sec): 3 clusters
  Score: Raw -457365.728441 + Penalty 9160.757875 = -448204.970565
  nChanged 51
		SP:Iteration 7Q (28839.260000 sec): 3 clusters
  Score: Raw -457495.376649 + Penalty 9160.757875 = -448334.618774
  nChanged 59
		SP:Iteration 8Q (28839.270000 sec): 3 clusters
  Score: Raw -457623.518332 + Penalty 9160.757875 = -448462.760456
  nChanged 70
		SP:Iteration 9Q (28839.290000 sec): 3 clusters
  Score: Raw -457797.342387 + Penalty 9160.757875 = -448636.584512
  nChanged 74
		SP:Iteration 10Q (28839.300000 sec): 3 clusters
  Score: Raw -457980.047091 + Penalty 9160.757875 = -448819.289215
  nChanged 71
		SP:Iteration 11Q (28839.310000 sec): 3 clusters
  Score: Raw -458182.706463 + Penalty 9160.757875 = -449021.948588
  nChanged 96
		SP:Iteration 12F (28839.320000 sec): 3 clusters
  Score: Raw -458515.964856 + Penalty 9160.757875 = -449355.206981
  nChanged 79
		SP:Iteration 13Q (28839.330000 sec): 3 clusters
  Score: Raw -458967.493821 + Penalty 9160.757875 = -449806.735945
  nChanged 74
		SP:Iteration 14Q (28839.350000 sec): 3 clusters
  Score: Raw -459399.642375 + Penalty 9160.757875 = -450238.884499
  nChanged 72
		SP:Iteration 15Q (28839.350000 sec): 3 clusters
  Score: Raw -459869.758365 + Penalty 9160.757875 = -450709.000490
  nChanged 58
		SP:Iteration 16Q (28839.370000 sec): 3 clusters
  Score: Raw -460503.376154 + Penalty 9160.757875 = -451342.618279
  nChanged 35
		SP:Iteration 17Q (28839.370000 sec): 3 clusters
  Score: Raw -461825.984468 + Penalty 9160.757875 = -452665.226593
  nChanged 20
		SP:Iteration 18Q (28839.380000 sec): 3 clusters
  Score: Raw -462210.039099 + Penalty 9160.757875 = -453049.281223
  nChanged 9
		SP:Iteration 19Q (28839.390000 sec): 3 clusters
  Score: Raw -462249.681288 + Penalty 9160.757875 = -453088.923413
  nChanged 4
		SP:Iteration 20F (28839.410000 sec): 3 clusters
  Score: Raw -462264.609346 + Penalty 9160.757875 = -453103.851471
  nChanged 3
		SP:Iteration 21Q (28839.410000 sec): 3 clusters
  Score: Raw -462275.794876 + Penalty 9160.757875 = -453115.037000
  nChanged 3
		SP:Iteration 22Q (28839.420000 sec): 3 clusters
  Score: Raw -462286.849260 + Penalty 9160.757875 = -453126.091384
  nChanged 1
		SP:Iteration 23Q (28839.430000 sec): 3 clusters
  Score: Raw -462289.019700 + Penalty 9160.757875 = -453128.261824
  nChanged 1
		SP:Iteration 24Q (28839.440000 sec): 3 clusters
  Score: Raw -462293.227489 + Penalty 9160.757875 = -453132.469613
  nChanged 2
		SP:Iteration 25Q (28839.450000 sec): 3 clusters
  Score: Raw -462306.767306 + Penalty 9160.757875 = -453146.009430
  nChanged 3
		SP:Iteration 26Q (28839.460000 sec): 3 clusters
  Score: Raw -462320.266632 + Penalty 9160.757875 = -453159.508756
  nChanged 2
		SP:Iteration 27Q (28839.470000 sec): 3 clusters
  Score: Raw -462329.231384 + Penalty 9160.757875 = -453168.473509
  nChanged 0
		SP:Iteration 28F (28839.480000 sec): 3 clusters
  Score: Raw -462329.231384 + Penalty 9160.757875 = -453168.473509
  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 23.77 GB.

 Trying to split cluster 16 (22544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28839.650000 sec): 2 clusters
  Score: Raw -5970790.200009 + Penalty 6139.224843 = -5964650.975165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28839.820000 sec): 3 clusters
  Score: Raw -5958774.587915 + Penalty 12278.449687 = -5946496.138228
  nChanged 9296
		SP:Iteration 1F (28839.990000 sec): 3 clusters
  Score: Raw -5963759.441680 + Penalty 12278.449687 = -5951480.991994
  nChanged 1594
		SP:Iteration 2F (28840.160000 sec): 3 clusters
  Score: Raw -5964634.027606 + Penalty 12278.449687 = -5952355.577920
  nChanged 1272
		SP:Iteration 3F (28840.330000 sec): 3 clusters
  Score: Raw -5965323.698770 + Penalty 12278.449687 = -5953045.249083
  nChanged 1118
		SP:Iteration 4Q (28840.510000 sec): 3 clusters
  Score: Raw -5965963.604307 + Penalty 12278.449687 = -5953685.154620
  nChanged 1081
		SP:Iteration 5Q (28840.680000 sec): 3 clusters
  Score: Raw -5966637.524211 + Penalty 12278.449687 = -5954359.074524
  nChanged 1091
		SP:Iteration 6Q (28840.850000 sec): 3 clusters
  Score: Raw -5967370.691117 + Penalty 12278.449687 = -5955092.241430
  nChanged 1142
		SP:Iteration 7F (28841.020000 sec): 3 clusters
  Score: Raw -5968141.386860 + Penalty 12278.449687 = -5955862.937173
  nChanged 1056
		SP:Iteration 8Q (28841.190000 sec): 3 clusters
  Score: Raw -5968786.165683 + Penalty 12278.449687 = -5956507.715996
  nChanged 953
		SP:Iteration 9Q (28841.360000 sec): 3 clusters
  Score: Raw -5969318.509082 + Penalty 12278.449687 = -5957040.059395
  nChanged 776
		SP:Iteration 10Q (28841.530000 sec): 3 clusters
  Score: Raw -5969685.190801 + Penalty 12278.449687 = -5957406.741114
  nChanged 618
		SP:Iteration 11Q (28841.710000 sec): 3 clusters
  Score: Raw -5969944.866247 + Penalty 12278.449687 = -5957666.416560
  nChanged 493
		SP:Iteration 12Q (28841.870000 sec): 3 clusters
  Score: Raw -5970140.267193 + Penalty 12278.449687 = -5957861.817506
  nChanged 382
		SP:Iteration 13Q (28842.050000 sec): 3 clusters
  Score: Raw -5970276.028164 + Penalty 12278.449687 = -5957997.578477
  nChanged 297
		SP:Iteration 14Q (28842.210000 sec): 3 clusters
  Score: Raw -5970368.846683 + Penalty 12278.449687 = -5958090.396996
  nChanged 245
		SP:Iteration 15Q (28842.380000 sec): 3 clusters
  Score: Raw -5970445.141612 + Penalty 12278.449687 = -5958166.691925
  nChanged 207
		SP:Iteration 16Q (28842.550000 sec): 3 clusters
  Score: Raw -5970502.796086 + Penalty 12278.449687 = -5958224.346399
  nChanged 155
		SP:Iteration 17Q (28842.720000 sec): 3 clusters
  Score: Raw -5970544.995712 + Penalty 12278.449687 = -5958266.546026
  nChanged 136
		SP:Iteration 18Q (28842.890000 sec): 3 clusters
  Score: Raw -5970585.776867 + Penalty 12278.449687 = -5958307.327180
  nChanged 142
		SP:Iteration 19Q (28843.060000 sec): 3 clusters
  Score: Raw -5970623.203362 + Penalty 12278.449687 = -5958344.753675
  nChanged 139
		SP:Iteration 20F (28843.230000 sec): 3 clusters
  Score: Raw -5970656.107237 + Penalty 12278.449687 = -5958377.657550
  nChanged 105
		SP:Iteration 21Q (28843.400000 sec): 3 clusters
  Score: Raw -5970680.891987 + Penalty 12278.449687 = -5958402.442300
  nChanged 80
		SP:Iteration 22Q (28843.570000 sec): 3 clusters
  Score: Raw -5970698.889650 + Penalty 12278.449687 = -5958420.439963
  nChanged 87
		SP:Iteration 23Q (28843.730000 sec): 3 clusters
  Score: Raw -5970716.610724 + Penalty 12278.449687 = -5958438.161038
  nChanged 86
		SP:Iteration 24Q (28843.900000 sec): 3 clusters
  Score: Raw -5970736.009298 + Penalty 12278.449687 = -5958457.559611
  nChanged 91
		SP:Iteration 25Q (28844.070000 sec): 3 clusters
  Score: Raw -5970758.376920 + Penalty 12278.449687 = -5958479.927234
  nChanged 87
		SP:Iteration 26Q (28844.240000 sec): 3 clusters
  Score: Raw -5970780.147133 + Penalty 12278.449687 = -5958501.697446
  nChanged 99
		SP:Iteration 27Q (28844.410000 sec): 3 clusters
  Score: Raw -5970807.014064 + Penalty 12278.449687 = -5958528.564377
  nChanged 88
		SP:Iteration 28Q (28844.570000 sec): 3 clusters
  Score: Raw -5970830.073614 + Penalty 12278.449687 = -5958551.623927
  nChanged 79
		SP:Iteration 29Q (28844.740000 sec): 3 clusters
  Score: Raw -5970851.116732 + Penalty 12278.449687 = -5958572.667045
  nChanged 77
		SP:Iteration 30Q (28844.910000 sec): 3 clusters
  Score: Raw -5970868.710119 + Penalty 12278.449687 = -5958590.260433
  nChanged 79
		SP:Iteration 31Q (28845.070000 sec): 3 clusters
  Score: Raw -5970887.955162 + Penalty 12278.449687 = -5958609.505476
  nChanged 80
		SP:Iteration 32Q (28845.240000 sec): 3 clusters
  Score: Raw -5970907.095555 + Penalty 12278.449687 = -5958628.645868
  nChanged 65
		SP:Iteration 33Q (28845.410000 sec): 3 clusters
  Score: Raw -5970923.856771 + Penalty 12278.449687 = -5958645.407084
  nChanged 70
		SP:Iteration 34Q (28845.570000 sec): 3 clusters
  Score: Raw -5970940.081651 + Penalty 12278.449687 = -5958661.631964
  nChanged 71
		SP:Iteration 35Q (28845.740000 sec): 3 clusters
  Score: Raw -5970959.119452 + Penalty 12278.449687 = -5958680.669766
  nChanged 79
		SP:Iteration 36Q (28845.910000 sec): 3 clusters
  Score: Raw -5970983.015539 + Penalty 12278.449687 = -5958704.565852
  nChanged 95
		SP:Iteration 37Q (28846.070000 sec): 3 clusters
  Score: Raw -5971008.407491 + Penalty 12278.449687 = -5958729.957804
  nChanged 79
		SP:Iteration 38Q (28846.240000 sec): 3 clusters
  Score: Raw -5971029.844866 + Penalty 12278.449687 = -5958751.395179
  nChanged 79
		SP:Iteration 39Q (28846.410000 sec): 3 clusters
  Score: Raw -5971051.866368 + Penalty 12278.449687 = -5958773.416681
  nChanged 77
		SP:Iteration 40F (28846.580000 sec): 3 clusters
  Score: Raw -5971074.297420 + Penalty 12278.449687 = -5958795.847733
  nChanged 81
		SP:Iteration 41Q (28846.750000 sec): 3 clusters
  Score: Raw -5971097.246087 + Penalty 12278.449687 = -5958818.796400
  nChanged 92
		SP:Iteration 42Q (28846.910000 sec): 3 clusters
  Score: Raw -5971125.956394 + Penalty 12278.449687 = -5958847.506707
  nChanged 83
		SP:Iteration 43Q (28847.080000 sec): 3 clusters
  Score: Raw -5971150.001118 + Penalty 12278.449687 = -5958871.551431
  nChanged 87
		SP:Iteration 44Q (28847.240000 sec): 3 clusters
  Score: Raw -5971176.105637 + Penalty 12278.449687 = -5958897.655950
  nChanged 88
		SP:Iteration 45Q (28847.410000 sec): 3 clusters
  Score: Raw -5971199.547837 + Penalty 12278.449687 = -5958921.098150
  nChanged 79
		SP:Iteration 46Q (28847.570000 sec): 3 clusters
  Score: Raw -5971221.342219 + Penalty 12278.449687 = -5958942.892532
  nChanged 73
		SP:Iteration 47Q (28847.730000 sec): 3 clusters
  Score: Raw -5971243.196977 + Penalty 12278.449687 = -5958964.747290
  nChanged 79
		SP:Iteration 48Q (28847.900000 sec): 3 clusters
  Score: Raw -5971262.963468 + Penalty 12278.449687 = -5958984.513781
  nChanged 72
		SP:Iteration 49Q (28848.060000 sec): 3 clusters
  Score: Raw -5971283.014381 + Penalty 12278.449687 = -5959004.564694
  nChanged 79
		SP:Iteration 50Q (28848.230000 sec): 3 clusters
  Score: Raw -5971307.453316 + Penalty 12278.449687 = -5959029.003629
  nChanged 77
		SP:Iteration 51Q (28848.390000 sec): 3 clusters
  Score: Raw -5971331.460825 + Penalty 12278.449687 = -5959053.011138
  nChanged 80
		SP:Iteration 52Q (28848.550000 sec): 3 clusters
  Score: Raw -5971354.170357 + Penalty 12278.449687 = -5959075.720670
  nChanged 73
		SP:Iteration 53Q (28848.710000 sec): 3 clusters
  Score: Raw -5971373.689373 + Penalty 12278.449687 = -5959095.239686
  nChanged 60
		SP:Iteration 54Q (28848.870000 sec): 3 clusters
  Score: Raw -5971388.168996 + Penalty 12278.449687 = -5959109.719309
  nChanged 51
		SP:Iteration 55Q (28849.040000 sec): 3 clusters
  Score: Raw -5971401.356776 + Penalty 12278.449687 = -5959122.907089
  nChanged 51
		SP:Iteration 56Q (28849.200000 sec): 3 clusters
  Score: Raw -5971414.257172 + Penalty 12278.449687 = -5959135.807485
  nChanged 44
		SP:Iteration 57Q (28849.350000 sec): 3 clusters
  Score: Raw -5971426.486215 + Penalty 12278.449687 = -5959148.036528
  nChanged 61
		SP:Iteration 58Q (28849.510000 sec): 3 clusters
  Score: Raw -5971443.508111 + Penalty 12278.449687 = -5959165.058424
  nChanged 57
		SP:Iteration 59Q (28849.680000 sec): 3 clusters
  Score: Raw -5971458.728314 + Penalty 12278.449687 = -5959180.278627
  nChanged 48
		SP:Iteration 60F (28849.860000 sec): 3 clusters
  Score: Raw -5971471.604156 + Penalty 12278.449687 = -5959193.154469
  nChanged 41
		SP:Iteration 61Q (28850.020000 sec): 3 clusters
  Score: Raw -5971482.612937 + Penalty 12278.449687 = -5959204.163250
  nChanged 36
		SP:Iteration 62Q (28850.180000 sec): 3 clusters
  Score: Raw -5971492.735760 + Penalty 12278.449687 = -5959214.286073
  nChanged 37
		SP:Iteration 63Q (28850.340000 sec): 3 clusters
  Score: Raw -5971503.165451 + Penalty 12278.449687 = -5959224.715764
  nChanged 41
		SP:Iteration 64Q (28850.500000 sec): 3 clusters
  Score: Raw -5971515.089361 + Penalty 12278.449687 = -5959236.639674
  nChanged 46
		SP:Iteration 65Q (28850.660000 sec): 3 clusters
  Score: Raw -5971527.302331 + Penalty 12278.449687 = -5959248.852644
  nChanged 45
		SP:Iteration 66Q (28850.820000 sec): 3 clusters
  Score: Raw -5971539.823649 + Penalty 12278.449687 = -5959261.373962
  nChanged 35
		SP:Iteration 67Q (28850.980000 sec): 3 clusters
  Score: Raw -5971549.540762 + Penalty 12278.449687 = -5959271.091075
  nChanged 36
		SP:Iteration 68Q (28851.130000 sec): 3 clusters
  Score: Raw -5971558.493136 + Penalty 12278.449687 = -5959280.043449
  nChanged 38
		SP:Iteration 69Q (28851.290000 sec): 3 clusters
  Score: Raw -5971569.386039 + Penalty 12278.449687 = -5959290.936353
  nChanged 29
		SP:Iteration 70Q (28851.450000 sec): 3 clusters
  Score: Raw -5971576.833935 + Penalty 12278.449687 = -5959298.384249
  nChanged 31
		SP:Iteration 71Q (28851.610000 sec): 3 clusters
  Score: Raw -5971585.371727 + Penalty 12278.449687 = -5959306.922041
  nChanged 26
		SP:Iteration 72Q (28851.770000 sec): 3 clusters
  Score: Raw -5971591.356400 + Penalty 12278.449687 = -5959312.906714
  nChanged 34
		SP:Iteration 73Q (28851.920000 sec): 3 clusters
  Score: Raw -5971599.987971 + Penalty 12278.449687 = -5959321.538284
  nChanged 36
		SP:Iteration 74Q (28852.080000 sec): 3 clusters
  Score: Raw -5971609.420932 + Penalty 12278.449687 = -5959330.971245
  nChanged 32
		SP:Iteration 75Q (28852.240000 sec): 3 clusters
  Score: Raw -5971617.342344 + Penalty 12278.449687 = -5959338.892657
  nChanged 25
		SP:Iteration 76Q (28852.400000 sec): 3 clusters
  Score: Raw -5971624.548718 + Penalty 12278.449687 = -5959346.099031
  nChanged 29
		SP:Iteration 77Q (28852.560000 sec): 3 clusters
  Score: Raw -5971631.936150 + Penalty 12278.449687 = -5959353.486463
  nChanged 29
		SP:Iteration 78Q (28852.710000 sec): 3 clusters
  Score: Raw -5971639.038986 + Penalty 12278.449687 = -5959360.589299
  nChanged 33
		SP:Iteration 79Q (28852.870000 sec): 3 clusters
  Score: Raw -5971647.087247 + Penalty 12278.449687 = -5959368.637560
  nChanged 34
		SP:Iteration 80F (28853.040000 sec): 3 clusters
  Score: Raw -5971656.463995 + Penalty 12278.449687 = -5959378.014308
  nChanged 26
		SP:Iteration 81Q (28853.200000 sec): 3 clusters
  Score: Raw -5971663.438740 + Penalty 12278.449687 = -5959384.989054
  nChanged 24
		SP:Iteration 82Q (28853.360000 sec): 3 clusters
  Score: Raw -5971670.564079 + Penalty 12278.449687 = -5959392.114392
  nChanged 26
		SP:Iteration 83Q (28853.510000 sec): 3 clusters
  Score: Raw -5971677.451487 + Penalty 12278.449687 = -5959399.001801
  nChanged 33
		SP:Iteration 84Q (28853.670000 sec): 3 clusters
  Score: Raw -5971685.835237 + Penalty 12278.449687 = -5959407.385551
  nChanged 22
		SP:Iteration 85Q (28853.820000 sec): 3 clusters
  Score: Raw -5971691.388453 + Penalty 12278.449687 = -5959412.938767
  nChanged 20
		SP:Iteration 86Q (28853.980000 sec): 3 clusters
  Score: Raw -5971697.071421 + Penalty 12278.449687 = -5959418.621734
  nChanged 32
		SP:Iteration 87Q (28854.130000 sec): 3 clusters
  Score: Raw -5971705.833046 + Penalty 12278.449687 = -5959427.383359
  nChanged 26
		SP:Iteration 88Q (28854.290000 sec): 3 clusters
  Score: Raw -5971714.342368 + Penalty 12278.449687 = -5959435.892681
  nChanged 34
		SP:Iteration 89Q (28854.450000 sec): 3 clusters
  Score: Raw -5971724.330604 + Penalty 12278.449687 = -5959445.880918
  nChanged 38
		SP:Iteration 90Q (28854.600000 sec): 3 clusters
  Score: Raw -5971735.690158 + Penalty 12278.449687 = -5959457.240471
  nChanged 37
		SP:Iteration 91Q (28854.760000 sec): 3 clusters
  Score: Raw -5971747.352507 + Penalty 12278.449687 = -5959468.902820
  nChanged 32
		SP:Iteration 92Q (28854.910000 sec): 3 clusters
  Score: Raw -5971756.664909 + Penalty 12278.449687 = -5959478.215222
  nChanged 29
		SP:Iteration 93Q (28855.070000 sec): 3 clusters
  Score: Raw -5971765.036373 + Penalty 12278.449687 = -5959486.586686
  nChanged 18
		SP:Iteration 94Q (28855.220000 sec): 3 clusters
  Score: Raw -5971770.343577 + Penalty 12278.449687 = -5959491.893890
  nChanged 17
		SP:Iteration 95Q (28855.370000 sec): 3 clusters
  Score: Raw -5971775.274011 + Penalty 12278.449687 = -5959496.824324
  nChanged 16
		SP:Iteration 96Q (28855.530000 sec): 3 clusters
  Score: Raw -5971779.477756 + Penalty 12278.449687 = -5959501.028069
  nChanged 14
		SP:Iteration 97Q (28855.680000 sec): 3 clusters
  Score: Raw -5971782.969500 + Penalty 12278.449687 = -5959504.519814
  nChanged 17
		SP:Iteration 98Q (28855.840000 sec): 3 clusters
  Score: Raw -5971787.443684 + Penalty 12278.449687 = -5959508.993997
  nChanged 11
		SP:Iteration 99Q (28855.990000 sec): 3 clusters
  Score: Raw -5971790.243336 + Penalty 12278.449687 = -5959511.793649
  nChanged 10
		SP:Iteration 100F (28856.160000 sec): 3 clusters
  Score: Raw -5971792.413388 + Penalty 12278.449687 = -5959513.963702
  nChanged 13
		SP:Iteration 101Q (28856.310000 sec): 3 clusters
  Score: Raw -5971796.861550 + Penalty 12278.449687 = -5959518.411863
  nChanged 15
		SP:Iteration 102Q (28856.470000 sec): 3 clusters
  Score: Raw -5971802.295684 + Penalty 12278.449687 = -5959523.845997
  nChanged 14
		SP:Iteration 103Q (28856.620000 sec): 3 clusters
  Score: Raw -5971806.974284 + Penalty 12278.449687 = -5959528.524597
  nChanged 18
		SP:Iteration 104Q (28856.770000 sec): 3 clusters
  Score: Raw -5971812.600331 + Penalty 12278.449687 = -5959534.150644
  nChanged 21
		SP:Iteration 105Q (28856.930000 sec): 3 clusters
  Score: Raw -5971817.959089 + Penalty 12278.449687 = -5959539.509402
  nChanged 14
		SP:Iteration 106Q (28857.080000 sec): 3 clusters
  Score: Raw -5971822.127717 + Penalty 12278.449687 = -5959543.678030
  nChanged 16
		SP:Iteration 107Q (28857.230000 sec): 3 clusters
  Score: Raw -5971826.388933 + Penalty 12278.449687 = -5959547.939246
  nChanged 16
		SP:Iteration 108Q (28857.390000 sec): 3 clusters
  Score: Raw -5971831.139078 + Penalty 12278.449687 = -5959552.689392
  nChanged 15
		SP:Iteration 109Q (28857.550000 sec): 3 clusters
  Score: Raw -5971835.307450 + Penalty 12278.449687 = -5959556.857763
  nChanged 14
		SP:Iteration 110Q (28857.700000 sec): 3 clusters
  Score: Raw -5971839.026419 + Penalty 12278.449687 = -5959560.576732
  nChanged 16
		SP:Iteration 111Q (28857.850000 sec): 3 clusters
  Score: Raw -5971843.469789 + Penalty 12278.449687 = -5959565.020102
  nChanged 11
		SP:Iteration 112Q (28858.010000 sec): 3 clusters
  Score: Raw -5971848.452076 + Penalty 12278.449687 = -5959570.002389
  nChanged 15
		SP:Iteration 113Q (28858.160000 sec): 3 clusters
  Score: Raw -5971853.628982 + Penalty 12278.449687 = -5959575.179295
  nChanged 13
		SP:Iteration 114Q (28858.310000 sec): 3 clusters
  Score: Raw -5971856.922211 + Penalty 12278.449687 = -5959578.472525
  nChanged 16
		SP:Iteration 115Q (28858.460000 sec): 3 clusters
  Score: Raw -5971862.139553 + Penalty 12278.449687 = -5959583.689867
  nChanged 15
		SP:Iteration 116Q (28858.610000 sec): 3 clusters
  Score: Raw -5971866.404126 + Penalty 12278.449687 = -5959587.954440
  nChanged 19
		SP:Iteration 117Q (28858.770000 sec): 3 clusters
  Score: Raw -5971872.408053 + Penalty 12278.449687 = -5959593.958366
  nChanged 26
		SP:Iteration 118Q (28858.920000 sec): 3 clusters
  Score: Raw -5971880.074418 + Penalty 12278.449687 = -5959601.624731
  nChanged 21
		SP:Iteration 119Q (28859.070000 sec): 3 clusters
  Score: Raw -5971885.727446 + Penalty 12278.449687 = -5959607.277759
  nChanged 15
		SP:Iteration 120F (28859.240000 sec): 3 clusters
  Score: Raw -5971889.637347 + Penalty 12278.449687 = -5959611.187660
  nChanged 14
		SP:Iteration 121Q (28859.400000 sec): 3 clusters
  Score: Raw -5971893.574828 + Penalty 12278.449687 = -5959615.125142
  nChanged 16
		SP:Iteration 122Q (28859.550000 sec): 3 clusters
  Score: Raw -5971897.963364 + Penalty 12278.449687 = -5959619.513677
  nChanged 16
		SP:Iteration 123Q (28859.700000 sec): 3 clusters
  Score: Raw -5971902.143590 + Penalty 12278.449687 = -5959623.693903
  nChanged 12
		SP:Iteration 124Q (28859.850000 sec): 3 clusters
  Score: Raw -5971905.529435 + Penalty 12278.449687 = -5959627.079748
  nChanged 5
		SP:Iteration 125Q (28860.010000 sec): 3 clusters
  Score: Raw -5971906.538121 + Penalty 12278.449687 = -5959628.088434
  nChanged 6
		SP:Iteration 126Q (28860.150000 sec): 3 clusters
  Score: Raw -5971908.112417 + Penalty 12278.449687 = -5959629.662731
  nChanged 5
		SP:Iteration 127Q (28860.310000 sec): 3 clusters
  Score: Raw -5971909.168841 + Penalty 12278.449687 = -5959630.719155
  nChanged 2
		SP:Iteration 128Q (28860.460000 sec): 3 clusters
  Score: Raw -5971909.831972 + Penalty 12278.449687 = -5959631.382285
  nChanged 5
		SP:Iteration 129Q (28860.610000 sec): 3 clusters
  Score: Raw -5971911.090663 + Penalty 12278.449687 = -5959632.640976
  nChanged 3
		SP:Iteration 130Q (28860.770000 sec): 3 clusters
  Score: Raw -5971912.346629 + Penalty 12278.449687 = -5959633.896942
  nChanged 3
		SP:Iteration 131Q (28860.920000 sec): 3 clusters
  Score: Raw -5971913.294908 + Penalty 12278.449687 = -5959634.845221
  nChanged 3
		SP:Iteration 132Q (28861.070000 sec): 3 clusters
  Score: Raw -5971913.655300 + Penalty 12278.449687 = -5959635.205613
  nChanged 3
		SP:Iteration 133Q (28861.220000 sec): 3 clusters
  Score: Raw -5971914.699613 + Penalty 12278.449687 = -5959636.249926
  nChanged 1
		SP:Iteration 134Q (28861.370000 sec): 3 clusters
  Score: Raw -5971914.950788 + Penalty 12278.449687 = -5959636.501101
  nChanged 2
		SP:Iteration 135Q (28861.530000 sec): 3 clusters
  Score: Raw -5971915.455721 + Penalty 12278.449687 = -5959637.006034
  nChanged 3
		SP:Iteration 136Q (28861.680000 sec): 3 clusters
  Score: Raw -5971916.270634 + Penalty 12278.449687 = -5959637.820947
  nChanged 3
		SP:Iteration 137Q (28861.830000 sec): 3 clusters
  Score: Raw -5971917.112675 + Penalty 12278.449687 = -5959638.662988
  nChanged 4
		SP:Iteration 138Q (28861.980000 sec): 3 clusters
  Score: Raw -5971918.259564 + Penalty 12278.449687 = -5959639.809877
  nChanged 2
		SP:Iteration 139Q (28862.130000 sec): 3 clusters
  Score: Raw -5971918.846479 + Penalty 12278.449687 = -5959640.396792
  nChanged 2
		SP:Iteration 140F (28862.300000 sec): 3 clusters
  Score: Raw -5971919.196680 + Penalty 12278.449687 = -5959640.746993
  nChanged 3
		SP:Iteration 141Q (28862.450000 sec): 3 clusters
  Score: Raw -5971920.046744 + Penalty 12278.449687 = -5959641.597058
  nChanged 1
		SP:Iteration 142Q (28862.610000 sec): 3 clusters
  Score: Raw -5971920.218472 + Penalty 12278.449687 = -5959641.768785
  nChanged 1
		SP:Iteration 143Q (28862.750000 sec): 3 clusters
  Score: Raw -5971920.454794 + Penalty 12278.449687 = -5959642.005107
  nChanged 0
		SP:Iteration 144F (28862.930000 sec): 3 clusters
  Score: Raw -5971920.454794 + Penalty 12278.449687 = -5959642.005107
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (422706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28865.850000 sec): 2 clusters
  Score: Raw -112045208.407974 + Penalty 7934.589711 = -112037273.818263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28869.120000 sec): 3 clusters
  Score: Raw -111769516.888584 + Penalty 15869.179422 = -111753647.709163
  nChanged 202369
		SP:Iteration 1F (28872.390000 sec): 3 clusters
  Score: Raw -111887605.925166 + Penalty 15869.179422 = -111871736.745745
  nChanged 10518
		SP:Iteration 2Q (28875.690000 sec): 3 clusters
  Score: Raw -111889595.252720 + Penalty 15869.179422 = -111873726.073298
  nChanged 10954
		SP:Iteration 3Q (28878.990000 sec): 3 clusters
  Score: Raw -111891973.703033 + Penalty 15869.179422 = -111876104.523611
  nChanged 11995
		SP:Iteration 4Q (28882.290000 sec): 3 clusters
  Score: Raw -111895113.864230 + Penalty 15869.179422 = -111879244.684809
  nChanged 13966
		SP:Iteration 5Q (28885.580000 sec): 3 clusters
  Score: Raw -111899860.297922 + Penalty 15869.179422 = -111883991.118501
  nChanged 17235
		SP:Iteration 6Q (28888.860000 sec): 3 clusters
  Score: Raw -111907666.992665 + Penalty 15869.179422 = -111891797.813244
  nChanged 22601
		SP:Iteration 7F (28892.100000 sec): 3 clusters
  Score: Raw -111920878.014045 + Penalty 15869.179422 = -111905008.834623
  nChanged 29235
		SP:Iteration 8F (28895.360000 sec): 3 clusters
  Score: Raw -111942556.077006 + Penalty 15869.179422 = -111926686.897585
  nChanged 35156
		SP:Iteration 9F (28898.620000 sec): 3 clusters
  Score: Raw -111973131.760668 + Penalty 15869.179422 = -111957262.581247
  nChanged 34010
		SP:Iteration 10F (28901.890000 sec): 3 clusters
  Score: Raw -112004935.664395 + Penalty 15869.179422 = -111989066.484973
  nChanged 24562
		SP:Iteration 11F (28905.140000 sec): 3 clusters
  Score: Raw -112027636.438202 + Penalty 15869.179422 = -112011767.258781
  nChanged 12948
		SP:Iteration 12Q (28907.870000 sec): 3 clusters
  Score: Raw -112038918.110837 + Penalty 15869.179422 = -112023048.931415
  nChanged 5310
		SP:Iteration 13Q (28910.330000 sec): 3 clusters
  Score: Raw -112043338.727111 + Penalty 15869.179422 = -112027469.547690
  nChanged 1925
		SP:Iteration 14Q (28912.630000 sec): 3 clusters
  Score: Raw -112044985.107575 + Penalty 15869.179422 = -112029115.928153
  nChanged 748
		SP:Iteration 15Q (28914.850000 sec): 3 clusters
  Score: Raw -112045660.229548 + Penalty 15869.179422 = -112029791.050127
  nChanged 357
		SP:Iteration 16Q (28917.040000 sec): 3 clusters
  Score: Raw -112046000.943468 + Penalty 15869.179422 = -112030131.764046
  nChanged 192
		SP:Iteration 17Q (28919.210000 sec): 3 clusters
  Score: Raw -112046175.779457 + Penalty 15869.179422 = -112030306.600036
  nChanged 114
		SP:Iteration 18Q (28921.360000 sec): 3 clusters
  Score: Raw -112046284.604598 + Penalty 15869.179422 = -112030415.425177
  nChanged 77
		SP:Iteration 19Q (28923.500000 sec): 3 clusters
  Score: Raw -112046352.917890 + Penalty 15869.179422 = -112030483.738468
  nChanged 51
		SP:Iteration 20F (28926.710000 sec): 3 clusters
  Score: Raw -112046404.913583 + Penalty 15869.179422 = -112030535.734161
  nChanged 31
		SP:Iteration 21Q (28928.850000 sec): 3 clusters
  Score: Raw -112046430.007889 + Penalty 15869.179422 = -112030560.828467
  nChanged 29
		SP:Iteration 22Q (28931.000000 sec): 3 clusters
  Score: Raw -112046453.910219 + Penalty 15869.179422 = -112030584.730797
  nChanged 25
		SP:Iteration 23Q (28933.150000 sec): 3 clusters
  Score: Raw -112046476.685009 + Penalty 15869.179422 = -112030607.505588
  nChanged 14
		SP:Iteration 24Q (28935.280000 sec): 3 clusters
  Score: Raw -112046491.170393 + Penalty 15869.179422 = -112030621.990971
  nChanged 12
		SP:Iteration 25Q (28937.420000 sec): 3 clusters
  Score: Raw -112046500.746603 + Penalty 15869.179422 = -112030631.567181
  nChanged 12
		SP:Iteration 26Q (28939.550000 sec): 3 clusters
  Score: Raw -112046513.098231 + Penalty 15869.179422 = -112030643.918809
  nChanged 10
		SP:Iteration 27Q (28941.690000 sec): 3 clusters
  Score: Raw -112046522.617614 + Penalty 15869.179422 = -112030653.438192
  nChanged 13
		SP:Iteration 28Q (28943.820000 sec): 3 clusters
  Score: Raw -112046537.969040 + Penalty 15869.179422 = -112030668.789618
  nChanged 14
		SP:Iteration 29Q (28945.960000 sec): 3 clusters
  Score: Raw -112046552.378056 + Penalty 15869.179422 = -112030683.198635
  nChanged 7
		SP:Iteration 30Q (28948.090000 sec): 3 clusters
  Score: Raw -112046558.085344 + Penalty 15869.179422 = -112030688.905923
  nChanged 4
		SP:Iteration 31Q (28950.230000 sec): 3 clusters
  Score: Raw -112046561.169901 + Penalty 15869.179422 = -112030691.990479
  nChanged 4
		SP:Iteration 32Q (28952.360000 sec): 3 clusters
  Score: Raw -112046564.387540 + Penalty 15869.179422 = -112030695.208118
  nChanged 3
		SP:Iteration 33Q (28954.490000 sec): 3 clusters
  Score: Raw -112046568.633820 + Penalty 15869.179422 = -112030699.454398
  nChanged 3
		SP:Iteration 34Q (28956.620000 sec): 3 clusters
  Score: Raw -112046571.932075 + Penalty 15869.179422 = -112030702.752653
  nChanged 2
		SP:Iteration 35Q (28958.730000 sec): 3 clusters
  Score: Raw -112046574.124465 + Penalty 15869.179422 = -112030704.945044
  nChanged 2
		SP:Iteration 36Q (28960.830000 sec): 3 clusters
  Score: Raw -112046576.038441 + Penalty 15869.179422 = -112030706.859020
  nChanged 5
		SP:Iteration 37Q (28962.920000 sec): 3 clusters
  Score: Raw -112046580.949167 + Penalty 15869.179422 = -112030711.769745
  nChanged 3
		SP:Iteration 38Q (28965.000000 sec): 3 clusters
  Score: Raw -112046583.170972 + Penalty 15869.179422 = -112030713.991550
  nChanged 2
		SP:Iteration 39Q (28967.110000 sec): 3 clusters
  Score: Raw -112046586.006753 + Penalty 15869.179422 = -112030716.827331
  nChanged 3
		SP:Iteration 40F (28970.260000 sec): 3 clusters
  Score: Raw -112046588.167205 + Penalty 15869.179422 = -112030718.987783
  nChanged 1
		SP:Iteration 41Q (28972.350000 sec): 3 clusters
  Score: Raw -112046589.032304 + Penalty 15869.179422 = -112030719.852882
  nChanged 2
		SP:Iteration 42Q (28974.440000 sec): 3 clusters
  Score: Raw -112046590.651486 + Penalty 15869.179422 = -112030721.472065
  nChanged 2
		SP:Iteration 43Q (28976.540000 sec): 3 clusters
  Score: Raw -112046592.255393 + Penalty 15869.179422 = -112030723.075971
  nChanged 0
		SP:Iteration 44F (28979.760000 sec): 3 clusters
  Score: Raw -112046592.255393 + Penalty 15869.179422 = -112030723.075971
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (82747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28980.480000 sec): 2 clusters
  Score: Raw -21927928.010324 + Penalty 6935.670111 = -21920992.340212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28981.110000 sec): 3 clusters
  Score: Raw -21877893.161113 + Penalty 13871.340223 = -21864021.820890
  nChanged 37528
		SP:Iteration 1F (28981.750000 sec): 3 clusters
  Score: Raw -21898507.959833 + Penalty 13871.340223 = -21884636.619610
  nChanged 4179
		SP:Iteration 2F (28982.380000 sec): 3 clusters
  Score: Raw -21900229.350668 + Penalty 13871.340223 = -21886358.010445
  nChanged 4476
		SP:Iteration 3F (28983.010000 sec): 3 clusters
  Score: Raw -21902599.337016 + Penalty 13871.340223 = -21888727.996794
  nChanged 5109
		SP:Iteration 4F (28983.640000 sec): 3 clusters
  Score: Raw -21906026.345865 + Penalty 13871.340223 = -21892155.005643
  nChanged 5833
		SP:Iteration 5F (28984.280000 sec): 3 clusters
  Score: Raw -21910495.620282 + Penalty 13871.340223 = -21896624.280060
  nChanged 6197
		SP:Iteration 6F (28984.910000 sec): 3 clusters
  Score: Raw -21915203.586445 + Penalty 13871.340223 = -21901332.246223
  nChanged 5674
		SP:Iteration 7F (28985.550000 sec): 3 clusters
  Score: Raw -21919921.295553 + Penalty 13871.340223 = -21906049.955331
  nChanged 5238
		SP:Iteration 8F (28986.180000 sec): 3 clusters
  Score: Raw -21925044.166930 + Penalty 13871.340223 = -21911172.826707
  nChanged 4846
		SP:Iteration 9F (28986.810000 sec): 3 clusters
  Score: Raw -21930069.888945 + Penalty 13871.340223 = -21916198.548722
  nChanged 4234
		SP:Iteration 10F (28987.440000 sec): 3 clusters
  Score: Raw -21934080.358253 + Penalty 13871.340223 = -21920209.018030
  nChanged 3483
		SP:Iteration 11Q (28988.030000 sec): 3 clusters
  Score: Raw -21937605.194879 + Penalty 13871.340223 = -21923733.854656
  nChanged 2703
		SP:Iteration 12Q (28988.610000 sec): 3 clusters
  Score: Raw -21940368.181467 + Penalty 13871.340223 = -21926496.841245
  nChanged 1941
		SP:Iteration 13Q (28989.160000 sec): 3 clusters
  Score: Raw -21942054.242353 + Penalty 13871.340223 = -21928182.902131
  nChanged 1418
		SP:Iteration 14Q (28989.700000 sec): 3 clusters
  Score: Raw -21943023.503901 + Penalty 13871.340223 = -21929152.163678
  nChanged 1109
		SP:Iteration 15Q (28990.230000 sec): 3 clusters
  Score: Raw -21943659.514456 + Penalty 13871.340223 = -21929788.174234
  nChanged 947
		SP:Iteration 16Q (28990.750000 sec): 3 clusters
  Score: Raw -21944132.420434 + Penalty 13871.340223 = -21930261.080211
  nChanged 786
		SP:Iteration 17Q (28991.260000 sec): 3 clusters
  Score: Raw -21944481.977381 + Penalty 13871.340223 = -21930610.637158
  nChanged 687
		SP:Iteration 18Q (28991.760000 sec): 3 clusters
  Score: Raw -21944742.974604 + Penalty 13871.340223 = -21930871.634381
  nChanged 544
		SP:Iteration 19Q (28992.260000 sec): 3 clusters
  Score: Raw -21944912.628871 + Penalty 13871.340223 = -21931041.288648
  nChanged 391
		SP:Iteration 20F (28992.880000 sec): 3 clusters
  Score: Raw -21945009.226795 + Penalty 13871.340223 = -21931137.886572
  nChanged 297
		SP:Iteration 21Q (28993.390000 sec): 3 clusters
  Score: Raw -21945069.458882 + Penalty 13871.340223 = -21931198.118660
  nChanged 238
		SP:Iteration 22Q (28993.890000 sec): 3 clusters
  Score: Raw -21945110.736676 + Penalty 13871.340223 = -21931239.396454
  nChanged 182
		SP:Iteration 23Q (28994.390000 sec): 3 clusters
  Score: Raw -21945134.908568 + Penalty 13871.340223 = -21931263.568345
  nChanged 123
		SP:Iteration 24Q (28994.890000 sec): 3 clusters
  Score: Raw -21945147.888586 + Penalty 13871.340223 = -21931276.548364
  nChanged 96
		SP:Iteration 25Q (28995.400000 sec): 3 clusters
  Score: Raw -21945156.322117 + Penalty 13871.340223 = -21931284.981895
  nChanged 54
		SP:Iteration 26Q (28995.890000 sec): 3 clusters
  Score: Raw -21945159.656007 + Penalty 13871.340223 = -21931288.315785
  nChanged 30
		SP:Iteration 27Q (28996.390000 sec): 3 clusters
  Score: Raw -21945161.498582 + Penalty 13871.340223 = -21931290.158359
  nChanged 22
		SP:Iteration 28Q (28996.890000 sec): 3 clusters
  Score: Raw -21945162.728039 + Penalty 13871.340223 = -21931291.387816
  nChanged 17
		SP:Iteration 29Q (28997.380000 sec): 3 clusters
  Score: Raw -21945163.692419 + Penalty 13871.340223 = -21931292.352196
  nChanged 8
		SP:Iteration 30Q (28997.880000 sec): 3 clusters
  Score: Raw -21945163.971048 + Penalty 13871.340223 = -21931292.630826
  nChanged 5
		SP:Iteration 31Q (28998.380000 sec): 3 clusters
  Score: Raw -21945164.197283 + Penalty 13871.340223 = -21931292.857060
  nChanged 8
		SP:Iteration 32Q (28998.880000 sec): 3 clusters
  Score: Raw -21945164.549388 + Penalty 13871.340223 = -21931293.209165
  nChanged 10
		SP:Iteration 33Q (28999.380000 sec): 3 clusters
  Score: Raw -21945165.024191 + Penalty 13871.340223 = -21931293.683969
  nChanged 13
		SP:Iteration 34Q (28999.880000 sec): 3 clusters
  Score: Raw -21945165.632635 + Penalty 13871.340223 = -21931294.292412
  nChanged 5
		SP:Iteration 35Q (29000.380000 sec): 3 clusters
  Score: Raw -21945165.836861 + Penalty 13871.340223 = -21931294.496638
  nChanged 3
		SP:Iteration 36Q (29000.870000 sec): 3 clusters
  Score: Raw -21945165.968330 + Penalty 13871.340223 = -21931294.628108
  nChanged 5
		SP:Iteration 37Q (29001.370000 sec): 3 clusters
  Score: Raw -21945166.129016 + Penalty 13871.340223 = -21931294.788794
  nChanged 4
		SP:Iteration 38Q (29001.870000 sec): 3 clusters
  Score: Raw -21945166.324670 + Penalty 13871.340223 = -21931294.984448
  nChanged 2
		SP:Iteration 39Q (29002.370000 sec): 3 clusters
  Score: Raw -21945166.376014 + Penalty 13871.340223 = -21931295.035791
  nChanged 2
		SP:Iteration 40F (29002.990000 sec): 3 clusters
  Score: Raw -21945166.477510 + Penalty 13871.340223 = -21931295.137287
  nChanged 1
		SP:Iteration 41Q (29003.490000 sec): 3 clusters
  Score: Raw -21945166.524810 + Penalty 13871.340223 = -21931295.184588
  nChanged 0
		SP:Iteration 42F (29004.120000 sec): 3 clusters
  Score: Raw -21945166.524810 + Penalty 13871.340223 = -21931295.184588
  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 23.77 GB.

 Trying to split cluster 19 (15288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29004.270000 sec): 2 clusters
  Score: Raw -3981948.297198 + Penalty 5901.329385 = -3976046.967813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29004.380000 sec): 3 clusters
  Score: Raw -3974256.152904 + Penalty 11802.658770 = -3962453.494134
  nChanged 6045
		SP:Iteration 1F (29004.490000 sec): 3 clusters
  Score: Raw -3977729.882820 + Penalty 11802.658770 = -3965927.224050
  nChanged 1185
		SP:Iteration 2F (29004.610000 sec): 3 clusters
  Score: Raw -3978582.130451 + Penalty 11802.658770 = -3966779.471681
  nChanged 1012
		SP:Iteration 3F (29004.730000 sec): 3 clusters
  Score: Raw -3979467.183277 + Penalty 11802.658770 = -3967664.524507
  nChanged 1004
		SP:Iteration 4F (29004.840000 sec): 3 clusters
  Score: Raw -3980448.095983 + Penalty 11802.658770 = -3968645.437213
  nChanged 1033
		SP:Iteration 5F (29004.960000 sec): 3 clusters
  Score: Raw -3981595.378358 + Penalty 11802.658770 = -3969792.719587
  nChanged 1066
		SP:Iteration 6F (29005.070000 sec): 3 clusters
  Score: Raw -3982803.746972 + Penalty 11802.658770 = -3971001.088202
  nChanged 961
		SP:Iteration 7F (29005.190000 sec): 3 clusters
  Score: Raw -3983839.125124 + Penalty 11802.658770 = -3972036.466354
  nChanged 816
		SP:Iteration 8F (29005.300000 sec): 3 clusters
  Score: Raw -3984602.778416 + Penalty 11802.658770 = -3972800.119646
  nChanged 579
		SP:Iteration 9Q (29005.410000 sec): 3 clusters
  Score: Raw -3985110.272243 + Penalty 11802.658770 = -3973307.613472
  nChanged 444
		SP:Iteration 10Q (29005.520000 sec): 3 clusters
  Score: Raw -3985405.987496 + Penalty 11802.658770 = -3973603.328726
  nChanged 257
		SP:Iteration 11Q (29005.620000 sec): 3 clusters
  Score: Raw -3985542.714568 + Penalty 11802.658770 = -3973740.055797
  nChanged 172
		SP:Iteration 12Q (29005.730000 sec): 3 clusters
  Score: Raw -3985612.620362 + Penalty 11802.658770 = -3973809.961592
  nChanged 113
		SP:Iteration 13Q (29005.830000 sec): 3 clusters
  Score: Raw -3985653.197801 + Penalty 11802.658770 = -3973850.539030
  nChanged 83
		SP:Iteration 14Q (29005.930000 sec): 3 clusters
  Score: Raw -3985679.399195 + Penalty 11802.658770 = -3973876.740425
  nChanged 54
		SP:Iteration 15Q (29006.030000 sec): 3 clusters
  Score: Raw -3985694.024223 + Penalty 11802.658770 = -3973891.365452
  nChanged 35
		SP:Iteration 16Q (29006.130000 sec): 3 clusters
  Score: Raw -3985702.540923 + Penalty 11802.658770 = -3973899.882152
  nChanged 28
		SP:Iteration 17Q (29006.240000 sec): 3 clusters
  Score: Raw -3985709.004706 + Penalty 11802.658770 = -3973906.345936
  nChanged 22
		SP:Iteration 18Q (29006.340000 sec): 3 clusters
  Score: Raw -3985713.901619 + Penalty 11802.658770 = -3973911.242849
  nChanged 13
		SP:Iteration 19Q (29006.440000 sec): 3 clusters
  Score: Raw -3985717.439489 + Penalty 11802.658770 = -3973914.780719
  nChanged 14
		SP:Iteration 20F (29006.550000 sec): 3 clusters
  Score: Raw -3985720.807074 + Penalty 11802.658770 = -3973918.148304
  nChanged 11
		SP:Iteration 21Q (29006.660000 sec): 3 clusters
  Score: Raw -3985723.168629 + Penalty 11802.658770 = -3973920.509859
  nChanged 11
		SP:Iteration 22Q (29006.760000 sec): 3 clusters
  Score: Raw -3985725.037046 + Penalty 11802.658770 = -3973922.378276
  nChanged 5
		SP:Iteration 23Q (29006.860000 sec): 3 clusters
  Score: Raw -3985725.984889 + Penalty 11802.658770 = -3973923.326118
  nChanged 2
		SP:Iteration 24Q (29006.960000 sec): 3 clusters
  Score: Raw -3985726.287717 + Penalty 11802.658770 = -3973923.628946
  nChanged 3
		SP:Iteration 25Q (29007.070000 sec): 3 clusters
  Score: Raw -3985726.696211 + Penalty 11802.658770 = -3973924.037441
  nChanged 2
		SP:Iteration 26Q (29007.170000 sec): 3 clusters
  Score: Raw -3985727.126324 + Penalty 11802.658770 = -3973924.467554
  nChanged 1
		SP:Iteration 27Q (29007.270000 sec): 3 clusters
  Score: Raw -3985727.359864 + Penalty 11802.658770 = -3973924.701094
  nChanged 1
		SP:Iteration 28Q (29007.370000 sec): 3 clusters
  Score: Raw -3985727.625528 + Penalty 11802.658770 = -3973924.966758
  nChanged 1
		SP:Iteration 29Q (29007.470000 sec): 3 clusters
  Score: Raw -3985727.891773 + Penalty 11802.658770 = -3973925.233002
  nChanged 1
		SP:Iteration 30Q (29007.570000 sec): 3 clusters
  Score: Raw -3985727.978929 + Penalty 11802.658770 = -3973925.320159
  nChanged 0
		SP:Iteration 31F (29007.690000 sec): 3 clusters
  Score: Raw -3985727.978929 + Penalty 11802.658770 = -3973925.320159
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29009.100000 sec): 2 clusters
  Score: Raw -57605448.696311 + Penalty 7523.017761 = -57597925.678550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29010.750000 sec): 3 clusters
  Score: Raw -57467648.873905 + Penalty 15046.035521 = -57452602.838383
  nChanged 102108
		SP:Iteration 1F (29012.390000 sec): 3 clusters
  Score: Raw -57525771.958655 + Penalty 15046.035521 = -57510725.923134
  nChanged 7045
		SP:Iteration 2Q (29014.050000 sec): 3 clusters
  Score: Raw -57527460.641032 + Penalty 15046.035521 = -57512414.605511
  nChanged 7071
		SP:Iteration 3Q (29015.710000 sec): 3 clusters
  Score: Raw -57529239.430862 + Penalty 15046.035521 = -57514193.395340
  nChanged 7311
		SP:Iteration 4Q (29017.370000 sec): 3 clusters
  Score: Raw -57531352.655998 + Penalty 15046.035521 = -57516306.620477
  nChanged 7761
		SP:Iteration 5Q (29019.030000 sec): 3 clusters
  Score: Raw -57533910.191615 + Penalty 15046.035521 = -57518864.156094
  nChanged 8505
		SP:Iteration 6Q (29020.690000 sec): 3 clusters
  Score: Raw -57537107.059654 + Penalty 15046.035521 = -57522061.024133
  nChanged 9130
		SP:Iteration 7Q (29022.340000 sec): 3 clusters
  Score: Raw -57540808.915575 + Penalty 15046.035521 = -57525762.880054
  nChanged 9658
		SP:Iteration 8Q (29024.000000 sec): 3 clusters
  Score: Raw -57544999.722152 + Penalty 15046.035521 = -57529953.686630
  nChanged 10222
		SP:Iteration 9Q (29025.670000 sec): 3 clusters
  Score: Raw -57549713.179216 + Penalty 15046.035521 = -57534667.143694
  nChanged 10632
		SP:Iteration 10Q (29027.320000 sec): 3 clusters
  Score: Raw -57555002.615120 + Penalty 15046.035521 = -57539956.579599
  nChanged 10951
		SP:Iteration 11F (29028.970000 sec): 3 clusters
  Score: Raw -57561169.073062 + Penalty 15046.035521 = -57546123.037540
  nChanged 11089
		SP:Iteration 12F (29030.620000 sec): 3 clusters
  Score: Raw -57567877.201288 + Penalty 15046.035521 = -57552831.165767
  nChanged 10448
		SP:Iteration 13Q (29032.260000 sec): 3 clusters
  Score: Raw -57573709.772332 + Penalty 15046.035521 = -57558663.736811
  nChanged 8724
		SP:Iteration 14Q (29033.880000 sec): 3 clusters
  Score: Raw -57577308.002544 + Penalty 15046.035521 = -57562261.967023
  nChanged 6246
		SP:Iteration 15Q (29035.480000 sec): 3 clusters
  Score: Raw -57579009.817994 + Penalty 15046.035521 = -57563963.782473
  nChanged 3920
		SP:Iteration 16Q (29037.060000 sec): 3 clusters
  Score: Raw -57579755.192034 + Penalty 15046.035521 = -57564709.156512
  nChanged 2527
		SP:Iteration 17Q (29038.650000 sec): 3 clusters
  Score: Raw -57580144.927177 + Penalty 15046.035521 = -57565098.891655
  nChanged 1920
		SP:Iteration 18Q (29040.230000 sec): 3 clusters
  Score: Raw -57580423.878436 + Penalty 15046.035521 = -57565377.842915
  nChanged 1634
		SP:Iteration 19Q (29041.810000 sec): 3 clusters
  Score: Raw -57580651.193140 + Penalty 15046.035521 = -57565605.157619
  nChanged 1557
		SP:Iteration 20F (29043.450000 sec): 3 clusters
  Score: Raw -57580849.294303 + Penalty 15046.035521 = -57565803.258781
  nChanged 1408
		SP:Iteration 21Q (29045.030000 sec): 3 clusters
  Score: Raw -57581021.268522 + Penalty 15046.035521 = -57565975.233000
  nChanged 1288
		SP:Iteration 22Q (29046.610000 sec): 3 clusters
  Score: Raw -57581173.636669 + Penalty 15046.035521 = -57566127.601147
  nChanged 1225
		SP:Iteration 23Q (29048.170000 sec): 3 clusters
  Score: Raw -57581310.907945 + Penalty 15046.035521 = -57566264.872423
  nChanged 1215
		SP:Iteration 24Q (29049.750000 sec): 3 clusters
  Score: Raw -57581456.007391 + Penalty 15046.035521 = -57566409.971869
  nChanged 1211
		SP:Iteration 25Q (29051.310000 sec): 3 clusters
  Score: Raw -57581602.558717 + Penalty 15046.035521 = -57566556.523196
  nChanged 1205
		SP:Iteration 26Q (29052.880000 sec): 3 clusters
  Score: Raw -57581741.118461 + Penalty 15046.035521 = -57566695.082940
  nChanged 1175
		SP:Iteration 27Q (29054.450000 sec): 3 clusters
  Score: Raw -57581880.756594 + Penalty 15046.035521 = -57566834.721073
  nChanged 1236
		SP:Iteration 28Q (29056.010000 sec): 3 clusters
  Score: Raw -57582026.514831 + Penalty 15046.035521 = -57566980.479310
  nChanged 1249
		SP:Iteration 29Q (29057.570000 sec): 3 clusters
  Score: Raw -57582180.788503 + Penalty 15046.035521 = -57567134.752981
  nChanged 1276
		SP:Iteration 30Q (29059.130000 sec): 3 clusters
  Score: Raw -57582340.703131 + Penalty 15046.035521 = -57567294.667610
  nChanged 1293
		SP:Iteration 31Q (29060.690000 sec): 3 clusters
  Score: Raw -57582500.638970 + Penalty 15046.035521 = -57567454.603448
  nChanged 1324
		SP:Iteration 32Q (29062.240000 sec): 3 clusters
  Score: Raw -57582666.142053 + Penalty 15046.035521 = -57567620.106531
  nChanged 1349
		SP:Iteration 33Q (29063.790000 sec): 3 clusters
  Score: Raw -57582840.159005 + Penalty 15046.035521 = -57567794.123483
  nChanged 1433
		SP:Iteration 34Q (29065.340000 sec): 3 clusters
  Score: Raw -57583030.185208 + Penalty 15046.035521 = -57567984.149686
  nChanged 1440
		SP:Iteration 35Q (29066.890000 sec): 3 clusters
  Score: Raw -57583231.986460 + Penalty 15046.035521 = -57568185.950939
  nChanged 1523
		SP:Iteration 36Q (29068.430000 sec): 3 clusters
  Score: Raw -57583450.743911 + Penalty 15046.035521 = -57568404.708390
  nChanged 1629
		SP:Iteration 37Q (29069.970000 sec): 3 clusters
  Score: Raw -57583689.918521 + Penalty 15046.035521 = -57568643.883000
  nChanged 1575
		SP:Iteration 38Q (29071.500000 sec): 3 clusters
  Score: Raw -57583924.247168 + Penalty 15046.035521 = -57568878.211647
  nChanged 1682
		SP:Iteration 39Q (29073.030000 sec): 3 clusters
  Score: Raw -57584183.546017 + Penalty 15046.035521 = -57569137.510495
  nChanged 1744
		SP:Iteration 40F (29074.670000 sec): 3 clusters
  Score: Raw -57584465.276529 + Penalty 15046.035521 = -57569419.241007
  nChanged 1848
		SP:Iteration 41Q (29076.190000 sec): 3 clusters
  Score: Raw -57584786.165773 + Penalty 15046.035521 = -57569740.130252
  nChanged 1955
		SP:Iteration 42Q (29077.720000 sec): 3 clusters
  Score: Raw -57585150.202160 + Penalty 15046.035521 = -57570104.166638
  nChanged 2041
		SP:Iteration 43Q (29079.230000 sec): 3 clusters
  Score: Raw -57585551.100812 + Penalty 15046.035521 = -57570505.065291
  nChanged 2127
		SP:Iteration 44Q (29080.720000 sec): 3 clusters
  Score: Raw -57585991.158036 + Penalty 15046.035521 = -57570945.122515
  nChanged 2200
		SP:Iteration 45Q (29082.220000 sec): 3 clusters
  Score: Raw -57586470.447582 + Penalty 15046.035521 = -57571424.412060
  nChanged 2232
		SP:Iteration 46Q (29083.700000 sec): 3 clusters
  Score: Raw -57586969.531308 + Penalty 15046.035521 = -57571923.495786
  nChanged 2314
		SP:Iteration 47Q (29085.180000 sec): 3 clusters
  Score: Raw -57587501.839436 + Penalty 15046.035521 = -57572455.803915
  nChanged 2352
		SP:Iteration 48Q (29086.650000 sec): 3 clusters
  Score: Raw -57588057.746460 + Penalty 15046.035521 = -57573011.710938
  nChanged 2321
		SP:Iteration 49Q (29088.100000 sec): 3 clusters
  Score: Raw -57588603.785385 + Penalty 15046.035521 = -57573557.749863
  nChanged 2327
		SP:Iteration 50Q (29089.550000 sec): 3 clusters
  Score: Raw -57589167.674717 + Penalty 15046.035521 = -57574121.639196
  nChanged 2367
		SP:Iteration 51Q (29090.990000 sec): 3 clusters
  Score: Raw -57589746.325232 + Penalty 15046.035521 = -57574700.289711
  nChanged 2415
		SP:Iteration 52Q (29092.410000 sec): 3 clusters
  Score: Raw -57590342.513924 + Penalty 15046.035521 = -57575296.478403
  nChanged 2410
		SP:Iteration 53Q (29093.820000 sec): 3 clusters
  Score: Raw -57590941.920083 + Penalty 15046.035521 = -57575895.884562
  nChanged 2343
		SP:Iteration 54Q (29095.230000 sec): 3 clusters
  Score: Raw -57591539.510930 + Penalty 15046.035521 = -57576493.475408
  nChanged 2383
		SP:Iteration 55Q (29096.610000 sec): 3 clusters
  Score: Raw -57592173.021376 + Penalty 15046.035521 = -57577126.985855
  nChanged 2418
		SP:Iteration 56Q (29097.990000 sec): 3 clusters
  Score: Raw -57592830.843420 + Penalty 15046.035521 = -57577784.807899
  nChanged 2389
		SP:Iteration 57Q (29099.370000 sec): 3 clusters
  Score: Raw -57593507.524478 + Penalty 15046.035521 = -57578461.488956
  nChanged 2373
		SP:Iteration 58Q (29100.730000 sec): 3 clusters
  Score: Raw -57594211.476769 + Penalty 15046.035521 = -57579165.441247
  nChanged 2392
		SP:Iteration 59Q (29102.060000 sec): 3 clusters
  Score: Raw -57594945.965393 + Penalty 15046.035521 = -57579899.929872
  nChanged 2441
		SP:Iteration 60F (29103.700000 sec): 3 clusters
  Score: Raw -57595761.832117 + Penalty 15046.035521 = -57580715.796596
  nChanged 2508
		SP:Iteration 61Q (29105.000000 sec): 3 clusters
  Score: Raw -57596623.305118 + Penalty 15046.035521 = -57581577.269596
  nChanged 2436
		SP:Iteration 62Q (29106.310000 sec): 3 clusters
  Score: Raw -57597482.258010 + Penalty 15046.035521 = -57582436.222488
  nChanged 2431
		SP:Iteration 63Q (29107.580000 sec): 3 clusters
  Score: Raw -57598392.616068 + Penalty 15046.035521 = -57583346.580547
  nChanged 2370
		SP:Iteration 64Q (29108.840000 sec): 3 clusters
  Score: Raw -57599341.595693 + Penalty 15046.035521 = -57584295.560171
  nChanged 2265
		SP:Iteration 65Q (29110.140000 sec): 3 clusters
  Score: Raw -57600260.919554 + Penalty 15046.035521 = -57585214.884032
  nChanged 2135
		SP:Iteration 66Q (29111.390000 sec): 3 clusters
  Score: Raw -57601158.596694 + Penalty 15046.035521 = -57586112.561173
  nChanged 1909
		SP:Iteration 67Q (29112.610000 sec): 3 clusters
  Score: Raw -57601988.426516 + Penalty 15046.035521 = -57586942.390995
  nChanged 1684
		SP:Iteration 68Q (29113.820000 sec): 3 clusters
  Score: Raw -57602753.440107 + Penalty 15046.035521 = -57587707.404585
  nChanged 1512
		SP:Iteration 69Q (29115.020000 sec): 3 clusters
  Score: Raw -57603460.368221 + Penalty 15046.035521 = -57588414.332700
  nChanged 1256
		SP:Iteration 70Q (29116.200000 sec): 3 clusters
  Score: Raw -57604069.307615 + Penalty 15046.035521 = -57589023.272094
  nChanged 1061
		SP:Iteration 71Q (29117.370000 sec): 3 clusters
  Score: Raw -57604600.050887 + Penalty 15046.035521 = -57589554.015366
  nChanged 837
		SP:Iteration 72Q (29118.530000 sec): 3 clusters
  Score: Raw -57605016.068151 + Penalty 15046.035521 = -57589970.032630
  nChanged 662
		SP:Iteration 73Q (29119.680000 sec): 3 clusters
  Score: Raw -57605343.178092 + Penalty 15046.035521 = -57590297.142570
  nChanged 460
		SP:Iteration 74Q (29120.830000 sec): 3 clusters
  Score: Raw -57605572.053605 + Penalty 15046.035521 = -57590526.018084
  nChanged 374
		SP:Iteration 75Q (29121.960000 sec): 3 clusters
  Score: Raw -57605761.578432 + Penalty 15046.035521 = -57590715.542910
  nChanged 332
		SP:Iteration 76Q (29123.100000 sec): 3 clusters
  Score: Raw -57605921.773124 + Penalty 15046.035521 = -57590875.737603
  nChanged 242
		SP:Iteration 77Q (29124.230000 sec): 3 clusters
  Score: Raw -57606051.726185 + Penalty 15046.035521 = -57591005.690664
  nChanged 190
		SP:Iteration 78Q (29125.360000 sec): 3 clusters
  Score: Raw -57606157.812856 + Penalty 15046.035521 = -57591111.777335
  nChanged 148
		SP:Iteration 79Q (29126.480000 sec): 3 clusters
  Score: Raw -57606236.831840 + Penalty 15046.035521 = -57591190.796319
  nChanged 123
		SP:Iteration 80F (29128.110000 sec): 3 clusters
  Score: Raw -57606297.959354 + Penalty 15046.035521 = -57591251.923832
  nChanged 93
		SP:Iteration 81Q (29129.230000 sec): 3 clusters
  Score: Raw -57606340.171867 + Penalty 15046.035521 = -57591294.136346
  nChanged 70
		SP:Iteration 82Q (29130.350000 sec): 3 clusters
  Score: Raw -57606372.773040 + Penalty 15046.035521 = -57591326.737519
  nChanged 64
		SP:Iteration 83Q (29131.470000 sec): 3 clusters
  Score: Raw -57606401.881590 + Penalty 15046.035521 = -57591355.846068
  nChanged 54
		SP:Iteration 84Q (29132.590000 sec): 3 clusters
  Score: Raw -57606423.959347 + Penalty 15046.035521 = -57591377.923825
  nChanged 44
		SP:Iteration 85Q (29133.710000 sec): 3 clusters
  Score: Raw -57606446.473606 + Penalty 15046.035521 = -57591400.438084
  nChanged 36
		SP:Iteration 86Q (29134.830000 sec): 3 clusters
  Score: Raw -57606463.866012 + Penalty 15046.035521 = -57591417.830491
  nChanged 30
		SP:Iteration 87Q (29135.940000 sec): 3 clusters
  Score: Raw -57606477.659578 + Penalty 15046.035521 = -57591431.624057
  nChanged 31
		SP:Iteration 88Q (29137.050000 sec): 3 clusters
  Score: Raw -57606491.154894 + Penalty 15046.035521 = -57591445.119372
  nChanged 23
		SP:Iteration 89Q (29138.170000 sec): 3 clusters
  Score: Raw -57606502.265503 + Penalty 15046.035521 = -57591456.229981
  nChanged 19
		SP:Iteration 90Q (29139.290000 sec): 3 clusters
  Score: Raw -57606509.695746 + Penalty 15046.035521 = -57591463.660225
  nChanged 13
		SP:Iteration 91Q (29140.400000 sec): 3 clusters
  Score: Raw -57606515.018065 + Penalty 15046.035521 = -57591468.982544
  nChanged 9
		SP:Iteration 92Q (29141.510000 sec): 3 clusters
  Score: Raw -57606519.085913 + Penalty 15046.035521 = -57591473.050391
  nChanged 14
		SP:Iteration 93Q (29142.630000 sec): 3 clusters
  Score: Raw -57606524.019270 + Penalty 15046.035521 = -57591477.983748
  nChanged 10
		SP:Iteration 94Q (29143.740000 sec): 3 clusters
  Score: Raw -57606527.324830 + Penalty 15046.035521 = -57591481.289309
  nChanged 5
		SP:Iteration 95Q (29144.870000 sec): 3 clusters
  Score: Raw -57606528.705713 + Penalty 15046.035521 = -57591482.670192
  nChanged 3
		SP:Iteration 96Q (29145.980000 sec): 3 clusters
  Score: Raw -57606531.076803 + Penalty 15046.035521 = -57591485.041281
  nChanged 3
		SP:Iteration 97Q (29147.090000 sec): 3 clusters
  Score: Raw -57606531.926767 + Penalty 15046.035521 = -57591485.891246
  nChanged 5
		SP:Iteration 98Q (29148.200000 sec): 3 clusters
  Score: Raw -57606534.296773 + Penalty 15046.035521 = -57591488.261252
  nChanged 5
		SP:Iteration 99Q (29149.310000 sec): 3 clusters
  Score: Raw -57606536.468712 + Penalty 15046.035521 = -57591490.433190
  nChanged 6
		SP:Iteration 100F (29150.950000 sec): 3 clusters
  Score: Raw -57606538.681299 + Penalty 15046.035521 = -57591492.645778
  nChanged 8
		SP:Iteration 101Q (29152.070000 sec): 3 clusters
  Score: Raw -57606541.467700 + Penalty 15046.035521 = -57591495.432179
  nChanged 5
		SP:Iteration 102Q (29153.190000 sec): 3 clusters
  Score: Raw -57606543.577595 + Penalty 15046.035521 = -57591497.542073
  nChanged 3
		SP:Iteration 103Q (29154.350000 sec): 3 clusters
  Score: Raw -57606545.185767 + Penalty 15046.035521 = -57591499.150245
  nChanged 3
		SP:Iteration 104Q (29155.460000 sec): 3 clusters
  Score: Raw -57606546.730807 + Penalty 15046.035521 = -57591500.695286
  nChanged 5
		SP:Iteration 105Q (29156.570000 sec): 3 clusters
  Score: Raw -57606549.217394 + Penalty 15046.035521 = -57591503.181872
  nChanged 3
		SP:Iteration 106Q (29157.690000 sec): 3 clusters
  Score: Raw -57606550.209308 + Penalty 15046.035521 = -57591504.173786
  nChanged 4
		SP:Iteration 107Q (29158.800000 sec): 3 clusters
  Score: Raw -57606551.626748 + Penalty 15046.035521 = -57591505.591226
  nChanged 2
		SP:Iteration 108Q (29159.910000 sec): 3 clusters
  Score: Raw -57606552.359478 + Penalty 15046.035521 = -57591506.323957
  nChanged 1
		SP:Iteration 109Q (29161.030000 sec): 3 clusters
  Score: Raw -57606552.840734 + Penalty 15046.035521 = -57591506.805212
  nChanged 1
		SP:Iteration 110Q (29162.150000 sec): 3 clusters
  Score: Raw -57606553.425870 + Penalty 15046.035521 = -57591507.390348
  nChanged 3
		SP:Iteration 111Q (29163.270000 sec): 3 clusters
  Score: Raw -57606554.685812 + Penalty 15046.035521 = -57591508.650291
  nChanged 5
		SP:Iteration 112Q (29164.380000 sec): 3 clusters
  Score: Raw -57606557.914167 + Penalty 15046.035521 = -57591511.878645
  nChanged 4
		SP:Iteration 113Q (29165.490000 sec): 3 clusters
  Score: Raw -57606559.374552 + Penalty 15046.035521 = -57591513.339031
  nChanged 5
		SP:Iteration 114Q (29166.610000 sec): 3 clusters
  Score: Raw -57606561.208064 + Penalty 15046.035521 = -57591515.172543
  nChanged 5
		SP:Iteration 115Q (29167.720000 sec): 3 clusters
  Score: Raw -57606563.896832 + Penalty 15046.035521 = -57591517.861311
  nChanged 5
		SP:Iteration 116Q (29168.830000 sec): 3 clusters
  Score: Raw -57606566.572031 + Penalty 15046.035521 = -57591520.536510
  nChanged 9
		SP:Iteration 117Q (29169.940000 sec): 3 clusters
  Score: Raw -57606571.213279 + Penalty 15046.035521 = -57591525.177758
  nChanged 8
		SP:Iteration 118Q (29171.050000 sec): 3 clusters
  Score: Raw -57606574.757710 + Penalty 15046.035521 = -57591528.722188
  nChanged 4
		SP:Iteration 119Q (29172.170000 sec): 3 clusters
  Score: Raw -57606577.333592 + Penalty 15046.035521 = -57591531.298070
  nChanged 1
		SP:Iteration 120F (29173.810000 sec): 3 clusters
  Score: Raw -57606577.558725 + Penalty 15046.035521 = -57591531.523203
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29174.030000 sec): 2 clusters
  Score: Raw -3127636.876433 + Penalty 5763.531137 = -3121873.345296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29174.130000 sec): 3 clusters
  Score: Raw -3121868.473013 + Penalty 11527.062273 = -3110341.410740
  nChanged 4601
		SP:Iteration 1F (29174.220000 sec): 3 clusters
  Score: Raw -3124947.045576 + Penalty 11527.062273 = -3113419.983303
  nChanged 1077
		SP:Iteration 2F (29174.310000 sec): 3 clusters
  Score: Raw -3126123.398884 + Penalty 11527.062273 = -3114596.336611
  nChanged 986
		SP:Iteration 3F (29174.410000 sec): 3 clusters
  Score: Raw -3127216.344921 + Penalty 11527.062273 = -3115689.282648
  nChanged 867
		SP:Iteration 4F (29174.500000 sec): 3 clusters
  Score: Raw -3128093.836903 + Penalty 11527.062273 = -3116566.774630
  nChanged 735
		SP:Iteration 5F (29174.590000 sec): 3 clusters
  Score: Raw -3128778.235820 + Penalty 11527.062273 = -3117251.173547
  nChanged 586
		SP:Iteration 6Q (29174.680000 sec): 3 clusters
  Score: Raw -3129289.060348 + Penalty 11527.062273 = -3117761.998075
  nChanged 487
		SP:Iteration 7Q (29174.770000 sec): 3 clusters
  Score: Raw -3129686.408972 + Penalty 11527.062273 = -3118159.346699
  nChanged 390
		SP:Iteration 8Q (29174.860000 sec): 3 clusters
  Score: Raw -3130011.019104 + Penalty 11527.062273 = -3118483.956831
  nChanged 335
		SP:Iteration 9Q (29174.940000 sec): 3 clusters
  Score: Raw -3130315.084633 + Penalty 11527.062273 = -3118788.022360
  nChanged 352
		SP:Iteration 10Q (29175.030000 sec): 3 clusters
  Score: Raw -3130660.338434 + Penalty 11527.062273 = -3119133.276161
  nChanged 302
		SP:Iteration 11Q (29175.120000 sec): 3 clusters
  Score: Raw -3130974.861933 + Penalty 11527.062273 = -3119447.799660
  nChanged 259
		SP:Iteration 12Q (29175.200000 sec): 3 clusters
  Score: Raw -3131185.282986 + Penalty 11527.062273 = -3119658.220713
  nChanged 213
		SP:Iteration 13Q (29175.280000 sec): 3 clusters
  Score: Raw -3131308.615417 + Penalty 11527.062273 = -3119781.553144
  nChanged 152
		SP:Iteration 14Q (29175.370000 sec): 3 clusters
  Score: Raw -3131390.036073 + Penalty 11527.062273 = -3119862.973800
  nChanged 116
		SP:Iteration 15Q (29175.450000 sec): 3 clusters
  Score: Raw -3131450.160168 + Penalty 11527.062273 = -3119923.097895
  nChanged 103
		SP:Iteration 16Q (29175.530000 sec): 3 clusters
  Score: Raw -3131518.751676 + Penalty 11527.062273 = -3119991.689403
  nChanged 117
		SP:Iteration 17Q (29175.620000 sec): 3 clusters
  Score: Raw -3131601.398655 + Penalty 11527.062273 = -3120074.336382
  nChanged 107
		SP:Iteration 18Q (29175.700000 sec): 3 clusters
  Score: Raw -3131686.858670 + Penalty 11527.062273 = -3120159.796397
  nChanged 101
		SP:Iteration 19Q (29175.780000 sec): 3 clusters
  Score: Raw -3131790.723829 + Penalty 11527.062273 = -3120263.661556
  nChanged 102
		SP:Iteration 20F (29175.870000 sec): 3 clusters
  Score: Raw -3131901.883510 + Penalty 11527.062273 = -3120374.821237
  nChanged 95
		SP:Iteration 21Q (29175.960000 sec): 3 clusters
  Score: Raw -3131969.368305 + Penalty 11527.062273 = -3120442.306032
  nChanged 82
		SP:Iteration 22Q (29176.040000 sec): 3 clusters
  Score: Raw -3132009.708123 + Penalty 11527.062273 = -3120482.645850
  nChanged 59
		SP:Iteration 23Q (29176.120000 sec): 3 clusters
  Score: Raw -3132029.015646 + Penalty 11527.062273 = -3120501.953372
  nChanged 28
		SP:Iteration 24Q (29176.200000 sec): 3 clusters
  Score: Raw -3132040.260702 + Penalty 11527.062273 = -3120513.198429
  nChanged 23
		SP:Iteration 25Q (29176.280000 sec): 3 clusters
  Score: Raw -3132047.991188 + Penalty 11527.062273 = -3120520.928915
  nChanged 17
		SP:Iteration 26Q (29176.360000 sec): 3 clusters
  Score: Raw -3132054.405199 + Penalty 11527.062273 = -3120527.342926
  nChanged 16
		SP:Iteration 27Q (29176.450000 sec): 3 clusters
  Score: Raw -3132061.731989 + Penalty 11527.062273 = -3120534.669716
  nChanged 13
		SP:Iteration 28Q (29176.530000 sec): 3 clusters
  Score: Raw -3132066.421988 + Penalty 11527.062273 = -3120539.359715
  nChanged 14
		SP:Iteration 29Q (29176.610000 sec): 3 clusters
  Score: Raw -3132070.657912 + Penalty 11527.062273 = -3120543.595639
  nChanged 8
		SP:Iteration 30Q (29176.690000 sec): 3 clusters
  Score: Raw -3132073.163228 + Penalty 11527.062273 = -3120546.100955
  nChanged 4
		SP:Iteration 31Q (29176.770000 sec): 3 clusters
  Score: Raw -3132074.066965 + Penalty 11527.062273 = -3120547.004692
  nChanged 2
		SP:Iteration 32Q (29176.860000 sec): 3 clusters
  Score: Raw -3132074.963774 + Penalty 11527.062273 = -3120547.901501
  nChanged 3
		SP:Iteration 33Q (29176.940000 sec): 3 clusters
  Score: Raw -3132075.415377 + Penalty 11527.062273 = -3120548.353104
  nChanged 3
		SP:Iteration 34Q (29177.020000 sec): 3 clusters
  Score: Raw -3132075.948678 + Penalty 11527.062273 = -3120548.886405
  nChanged 1
		SP:Iteration 35Q (29177.100000 sec): 3 clusters
  Score: Raw -3132076.081919 + Penalty 11527.062273 = -3120549.019646
  nChanged 1
		SP:Iteration 36Q (29177.180000 sec): 3 clusters
  Score: Raw -3132076.233394 + Penalty 11527.062273 = -3120549.171121
  nChanged 0
		SP:Iteration 37F (29177.280000 sec): 3 clusters
  Score: Raw -3132076.233394 + Penalty 11527.062273 = -3120549.171121
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (20727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29177.420000 sec): 2 clusters
  Score: Raw -5524128.834976 + Penalty 6087.755392 = -5518041.079584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29177.580000 sec): 3 clusters
  Score: Raw -5513219.488657 + Penalty 12175.510785 = -5501043.977872
  nChanged 8497
		SP:Iteration 1F (29177.740000 sec): 3 clusters
  Score: Raw -5517766.427626 + Penalty 12175.510785 = -5505590.916842
  nChanged 1409
		SP:Iteration 2F (29177.900000 sec): 3 clusters
  Score: Raw -5518414.015298 + Penalty 12175.510785 = -5506238.504513
  nChanged 994
		SP:Iteration 3Q (29178.060000 sec): 3 clusters
  Score: Raw -5518851.415360 + Penalty 12175.510785 = -5506675.904575
  nChanged 818
		SP:Iteration 4Q (29178.220000 sec): 3 clusters
  Score: Raw -5519181.017202 + Penalty 12175.510785 = -5507005.506418
  nChanged 668
		SP:Iteration 5Q (29178.380000 sec): 3 clusters
  Score: Raw -5519466.495252 + Penalty 12175.510785 = -5507290.984467
  nChanged 655
		SP:Iteration 6Q (29178.540000 sec): 3 clusters
  Score: Raw -5519769.354556 + Penalty 12175.510785 = -5507593.843772
  nChanged 640
		SP:Iteration 7Q (29178.700000 sec): 3 clusters
  Score: Raw -5520104.998636 + Penalty 12175.510785 = -5507929.487852
  nChanged 689
		SP:Iteration 8Q (29178.860000 sec): 3 clusters
  Score: Raw -5520576.303131 + Penalty 12175.510785 = -5508400.792346
  nChanged 915
		SP:Iteration 9Q (29179.020000 sec): 3 clusters
  Score: Raw -5521290.557219 + Penalty 12175.510785 = -5509115.046434
  nChanged 1059
		SP:Iteration 10F (29179.180000 sec): 3 clusters
  Score: Raw -5522190.763289 + Penalty 12175.510785 = -5510015.252505
  nChanged 1184
		SP:Iteration 11F (29179.340000 sec): 3 clusters
  Score: Raw -5523207.629257 + Penalty 12175.510785 = -5511032.118472
  nChanged 1181
		SP:Iteration 12F (29179.500000 sec): 3 clusters
  Score: Raw -5524131.940970 + Penalty 12175.510785 = -5511956.430185
  nChanged 1014
		SP:Iteration 13Q (29179.650000 sec): 3 clusters
  Score: Raw -5524920.965677 + Penalty 12175.510785 = -5512745.454893
  nChanged 888
		SP:Iteration 14Q (29179.810000 sec): 3 clusters
  Score: Raw -5525577.210203 + Penalty 12175.510785 = -5513401.699419
  nChanged 709
		SP:Iteration 15Q (29179.960000 sec): 3 clusters
  Score: Raw -5525954.341735 + Penalty 12175.510785 = -5513778.830950
  nChanged 503
		SP:Iteration 16Q (29180.120000 sec): 3 clusters
  Score: Raw -5526148.057628 + Penalty 12175.510785 = -5513972.546843
  nChanged 372
		SP:Iteration 17Q (29180.280000 sec): 3 clusters
  Score: Raw -5526264.536535 + Penalty 12175.510785 = -5514089.025750
  nChanged 246
		SP:Iteration 18Q (29180.430000 sec): 3 clusters
  Score: Raw -5526331.094089 + Penalty 12175.510785 = -5514155.583305
  nChanged 155
		SP:Iteration 19Q (29180.580000 sec): 3 clusters
  Score: Raw -5526363.502934 + Penalty 12175.510785 = -5514187.992150
  nChanged 94
		SP:Iteration 20F (29180.740000 sec): 3 clusters
  Score: Raw -5526383.054350 + Penalty 12175.510785 = -5514207.543565
  nChanged 76
		SP:Iteration 21Q (29180.900000 sec): 3 clusters
  Score: Raw -5526396.942672 + Penalty 12175.510785 = -5514221.431887
  nChanged 46
		SP:Iteration 22Q (29181.060000 sec): 3 clusters
  Score: Raw -5526405.125222 + Penalty 12175.510785 = -5514229.614437
  nChanged 36
		SP:Iteration 23Q (29181.210000 sec): 3 clusters
  Score: Raw -5526410.902755 + Penalty 12175.510785 = -5514235.391970
  nChanged 28
		SP:Iteration 24Q (29181.370000 sec): 3 clusters
  Score: Raw -5526415.648147 + Penalty 12175.510785 = -5514240.137362
  nChanged 22
		SP:Iteration 25Q (29181.520000 sec): 3 clusters
  Score: Raw -5526419.267965 + Penalty 12175.510785 = -5514243.757180
  nChanged 25
		SP:Iteration 26Q (29181.680000 sec): 3 clusters
  Score: Raw -5526423.105106 + Penalty 12175.510785 = -5514247.594322
  nChanged 18
		SP:Iteration 27Q (29181.830000 sec): 3 clusters
  Score: Raw -5526426.092296 + Penalty 12175.510785 = -5514250.581512
  nChanged 16
		SP:Iteration 28Q (29181.990000 sec): 3 clusters
  Score: Raw -5526428.531345 + Penalty 12175.510785 = -5514253.020561
  nChanged 15
		SP:Iteration 29Q (29182.140000 sec): 3 clusters
  Score: Raw -5526430.552894 + Penalty 12175.510785 = -5514255.042110
  nChanged 14
		SP:Iteration 30Q (29182.300000 sec): 3 clusters
  Score: Raw -5526432.409804 + Penalty 12175.510785 = -5514256.899019
  nChanged 10
		SP:Iteration 31Q (29182.460000 sec): 3 clusters
  Score: Raw -5526433.820633 + Penalty 12175.510785 = -5514258.309848
  nChanged 5
		SP:Iteration 32Q (29182.610000 sec): 3 clusters
  Score: Raw -5526434.411285 + Penalty 12175.510785 = -5514258.900501
  nChanged 1
		SP:Iteration 33Q (29182.770000 sec): 3 clusters
  Score: Raw -5526434.579868 + Penalty 12175.510785 = -5514259.069083
  nChanged 2
		SP:Iteration 34Q (29182.920000 sec): 3 clusters
  Score: Raw -5526435.050948 + Penalty 12175.510785 = -5514259.540163
  nChanged 3
		SP:Iteration 35Q (29183.080000 sec): 3 clusters
  Score: Raw -5526435.582151 + Penalty 12175.510785 = -5514260.071366
  nChanged 2
		SP:Iteration 36Q (29183.230000 sec): 3 clusters
  Score: Raw -5526435.904738 + Penalty 12175.510785 = -5514260.393953
  nChanged 2
		SP:Iteration 37Q (29183.390000 sec): 3 clusters
  Score: Raw -5526436.209141 + Penalty 12175.510785 = -5514260.698357
  nChanged 0
		SP:Iteration 38F (29183.550000 sec): 3 clusters
  Score: Raw -5526436.209141 + Penalty 12175.510785 = -5514260.698357
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29183.600000 sec): 2 clusters
  Score: Raw -1479973.364586 + Penalty 5298.859676 = -1474674.504910
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29183.640000 sec): 3 clusters
  Score: Raw -1477722.737097 + Penalty 10597.719352 = -1467125.017745
  nChanged 1855
		SP:Iteration 1F (29183.680000 sec): 3 clusters
  Score: Raw -1479007.397560 + Penalty 10597.719352 = -1468409.678208
  nChanged 415
		SP:Iteration 2F (29183.730000 sec): 3 clusters
  Score: Raw -1479339.248177 + Penalty 10597.719352 = -1468741.528825
  nChanged 235
		SP:Iteration 3Q (29183.770000 sec): 3 clusters
  Score: Raw -1479513.256015 + Penalty 10597.719352 = -1468915.536663
  nChanged 164
		SP:Iteration 4Q (29183.810000 sec): 3 clusters
  Score: Raw -1479627.502854 + Penalty 10597.719352 = -1469029.783502
  nChanged 124
		SP:Iteration 5Q (29183.860000 sec): 3 clusters
  Score: Raw -1479713.136555 + Penalty 10597.719352 = -1469115.417203
  nChanged 83
		SP:Iteration 6Q (29183.900000 sec): 3 clusters
  Score: Raw -1479774.059164 + Penalty 10597.719352 = -1469176.339812
  nChanged 74
		SP:Iteration 7Q (29183.940000 sec): 3 clusters
  Score: Raw -1479817.650136 + Penalty 10597.719352 = -1469219.930783
  nChanged 66
		SP:Iteration 8Q (29183.980000 sec): 3 clusters
  Score: Raw -1479862.985843 + Penalty 10597.719352 = -1469265.266491
  nChanged 72
		SP:Iteration 9Q (29184.030000 sec): 3 clusters
  Score: Raw -1479909.551287 + Penalty 10597.719352 = -1469311.831935
  nChanged 61
		SP:Iteration 10Q (29184.070000 sec): 3 clusters
  Score: Raw -1479947.962983 + Penalty 10597.719352 = -1469350.243630
  nChanged 44
		SP:Iteration 11Q (29184.110000 sec): 3 clusters
  Score: Raw -1479977.906247 + Penalty 10597.719352 = -1469380.186895
  nChanged 53
		SP:Iteration 12Q (29184.160000 sec): 3 clusters
  Score: Raw -1480015.084628 + Penalty 10597.719352 = -1469417.365276
  nChanged 68
		SP:Iteration 13Q (29184.200000 sec): 3 clusters
  Score: Raw -1480057.389835 + Penalty 10597.719352 = -1469459.670483
  nChanged 50
		SP:Iteration 14Q (29184.240000 sec): 3 clusters
  Score: Raw -1480086.161091 + Penalty 10597.719352 = -1469488.441739
  nChanged 43
		SP:Iteration 15Q (29184.280000 sec): 3 clusters
  Score: Raw -1480111.501515 + Penalty 10597.719352 = -1469513.782163
  nChanged 36
		SP:Iteration 16Q (29184.320000 sec): 3 clusters
  Score: Raw -1480134.387640 + Penalty 10597.719352 = -1469536.668288
  nChanged 30
		SP:Iteration 17Q (29184.360000 sec): 3 clusters
  Score: Raw -1480149.986197 + Penalty 10597.719352 = -1469552.266844
  nChanged 22
		SP:Iteration 18Q (29184.410000 sec): 3 clusters
  Score: Raw -1480161.899148 + Penalty 10597.719352 = -1469564.179795
  nChanged 21
		SP:Iteration 19Q (29184.450000 sec): 3 clusters
  Score: Raw -1480172.686465 + Penalty 10597.719352 = -1469574.967113
  nChanged 17
		SP:Iteration 20F (29184.490000 sec): 3 clusters
  Score: Raw -1480181.018693 + Penalty 10597.719352 = -1469583.299341
  nChanged 16
		SP:Iteration 21Q (29184.540000 sec): 3 clusters
  Score: Raw -1480187.680630 + Penalty 10597.719352 = -1469589.961278
  nChanged 10
		SP:Iteration 22Q (29184.580000 sec): 3 clusters
  Score: Raw -1480191.734557 + Penalty 10597.719352 = -1469594.015205
  nChanged 6
		SP:Iteration 23Q (29184.620000 sec): 3 clusters
  Score: Raw -1480196.565915 + Penalty 10597.719352 = -1469598.846563
  nChanged 9
		SP:Iteration 24Q (29184.660000 sec): 3 clusters
  Score: Raw -1480201.737933 + Penalty 10597.719352 = -1469604.018581
  nChanged 10
		SP:Iteration 25Q (29184.700000 sec): 3 clusters
  Score: Raw -1480206.885137 + Penalty 10597.719352 = -1469609.165785
  nChanged 11
		SP:Iteration 26Q (29184.740000 sec): 3 clusters
  Score: Raw -1480214.908707 + Penalty 10597.719352 = -1469617.189355
  nChanged 21
		SP:Iteration 27Q (29184.790000 sec): 3 clusters
  Score: Raw -1480226.649840 + Penalty 10597.719352 = -1469628.930488
  nChanged 21
		SP:Iteration 28Q (29184.830000 sec): 3 clusters
  Score: Raw -1480240.314646 + Penalty 10597.719352 = -1469642.595294
  nChanged 22
		SP:Iteration 29Q (29184.870000 sec): 3 clusters
  Score: Raw -1480253.304986 + Penalty 10597.719352 = -1469655.585634
  nChanged 19
		SP:Iteration 30Q (29184.910000 sec): 3 clusters
  Score: Raw -1480264.986286 + Penalty 10597.719352 = -1469667.266934
  nChanged 17
		SP:Iteration 31Q (29184.960000 sec): 3 clusters
  Score: Raw -1480276.100736 + Penalty 10597.719352 = -1469678.381384
  nChanged 21
		SP:Iteration 32Q (29185.000000 sec): 3 clusters
  Score: Raw -1480287.717152 + Penalty 10597.719352 = -1469689.997800
  nChanged 15
		SP:Iteration 33Q (29185.040000 sec): 3 clusters
  Score: Raw -1480298.655707 + Penalty 10597.719352 = -1469700.936355
  nChanged 24
		SP:Iteration 34Q (29185.080000 sec): 3 clusters
  Score: Raw -1480313.347787 + Penalty 10597.719352 = -1469715.628435
  nChanged 23
		SP:Iteration 35Q (29185.120000 sec): 3 clusters
  Score: Raw -1480327.159719 + Penalty 10597.719352 = -1469729.440367
  nChanged 16
		SP:Iteration 36Q (29185.170000 sec): 3 clusters
  Score: Raw -1480338.747119 + Penalty 10597.719352 = -1469741.027767
  nChanged 21
		SP:Iteration 37Q (29185.210000 sec): 3 clusters
  Score: Raw -1480353.303916 + Penalty 10597.719352 = -1469755.584564
  nChanged 25
		SP:Iteration 38Q (29185.250000 sec): 3 clusters
  Score: Raw -1480370.161419 + Penalty 10597.719352 = -1469772.442067
  nChanged 26
		SP:Iteration 39Q (29185.290000 sec): 3 clusters
  Score: Raw -1480390.742836 + Penalty 10597.719352 = -1469793.023483
  nChanged 30
		SP:Iteration 40F (29185.340000 sec): 3 clusters
  Score: Raw -1480408.750986 + Penalty 10597.719352 = -1469811.031634
  nChanged 29
		SP:Iteration 41Q (29185.380000 sec): 3 clusters
  Score: Raw -1480428.136921 + Penalty 10597.719352 = -1469830.417569
  nChanged 34
		SP:Iteration 42Q (29185.420000 sec): 3 clusters
  Score: Raw -1480448.894724 + Penalty 10597.719352 = -1469851.175372
  nChanged 24
		SP:Iteration 43Q (29185.460000 sec): 3 clusters
  Score: Raw -1480462.494394 + Penalty 10597.719352 = -1469864.775041
  nChanged 17
		SP:Iteration 44Q (29185.500000 sec): 3 clusters
  Score: Raw -1480472.270919 + Penalty 10597.719352 = -1469874.551566
  nChanged 14
		SP:Iteration 45Q (29185.540000 sec): 3 clusters
  Score: Raw -1480479.872347 + Penalty 10597.719352 = -1469882.152995
  nChanged 7
		SP:Iteration 46Q (29185.580000 sec): 3 clusters
  Score: Raw -1480482.593639 + Penalty 10597.719352 = -1469884.874287
  nChanged 4
		SP:Iteration 47Q (29185.630000 sec): 3 clusters
  Score: Raw -1480484.181859 + Penalty 10597.719352 = -1469886.462507
  nChanged 12
		SP:Iteration 48Q (29185.670000 sec): 3 clusters
  Score: Raw -1480491.777749 + Penalty 10597.719352 = -1469894.058397
  nChanged 10
		SP:Iteration 49Q (29185.710000 sec): 3 clusters
  Score: Raw -1480497.295843 + Penalty 10597.719352 = -1469899.576490
  nChanged 11
		SP:Iteration 50Q (29185.750000 sec): 3 clusters
  Score: Raw -1480502.770192 + Penalty 10597.719352 = -1469905.050839
  nChanged 6
		SP:Iteration 51Q (29185.800000 sec): 3 clusters
  Score: Raw -1480506.173725 + Penalty 10597.719352 = -1469908.454373
  nChanged 12
		SP:Iteration 52Q (29185.840000 sec): 3 clusters
  Score: Raw -1480511.558604 + Penalty 10597.719352 = -1469913.839252
  nChanged 11
		SP:Iteration 53Q (29185.880000 sec): 3 clusters
  Score: Raw -1480518.818821 + Penalty 10597.719352 = -1469921.099468
  nChanged 12
		SP:Iteration 54Q (29185.920000 sec): 3 clusters
  Score: Raw -1480524.103426 + Penalty 10597.719352 = -1469926.384074
  nChanged 8
		SP:Iteration 55Q (29185.960000 sec): 3 clusters
  Score: Raw -1480528.638589 + Penalty 10597.719352 = -1469930.919236
  nChanged 9
		SP:Iteration 56Q (29186.000000 sec): 3 clusters
  Score: Raw -1480533.687827 + Penalty 10597.719352 = -1469935.968475
  nChanged 8
		SP:Iteration 57Q (29186.040000 sec): 3 clusters
  Score: Raw -1480539.717617 + Penalty 10597.719352 = -1469941.998264
  nChanged 10
		SP:Iteration 58Q (29186.080000 sec): 3 clusters
  Score: Raw -1480544.653138 + Penalty 10597.719352 = -1469946.933786
  nChanged 7
		SP:Iteration 59Q (29186.130000 sec): 3 clusters
  Score: Raw -1480547.368859 + Penalty 10597.719352 = -1469949.649506
  nChanged 6
		SP:Iteration 60F (29186.170000 sec): 3 clusters
  Score: Raw -1480553.241395 + Penalty 10597.719352 = -1469955.522042
  nChanged 12
		SP:Iteration 61Q (29186.210000 sec): 3 clusters
  Score: Raw -1480559.016217 + Penalty 10597.719352 = -1469961.296865
  nChanged 8
		SP:Iteration 62Q (29186.250000 sec): 3 clusters
  Score: Raw -1480563.428077 + Penalty 10597.719352 = -1469965.708724
  nChanged 7
		SP:Iteration 63Q (29186.300000 sec): 3 clusters
  Score: Raw -1480569.629710 + Penalty 10597.719352 = -1469971.910358
  nChanged 9
		SP:Iteration 64Q (29186.340000 sec): 3 clusters
  Score: Raw -1480574.125770 + Penalty 10597.719352 = -1469976.406417
  nChanged 10
		SP:Iteration 65Q (29186.380000 sec): 3 clusters
  Score: Raw -1480580.269353 + Penalty 10597.719352 = -1469982.550001
  nChanged 10
		SP:Iteration 66Q (29186.420000 sec): 3 clusters
  Score: Raw -1480585.739106 + Penalty 10597.719352 = -1469988.019754
  nChanged 13
		SP:Iteration 67Q (29186.460000 sec): 3 clusters
  Score: Raw -1480593.074376 + Penalty 10597.719352 = -1469995.355024
  nChanged 17
		SP:Iteration 68Q (29186.500000 sec): 3 clusters
  Score: Raw -1480602.029940 + Penalty 10597.719352 = -1470004.310588
  nChanged 17
		SP:Iteration 69Q (29186.550000 sec): 3 clusters
  Score: Raw -1480611.484959 + Penalty 10597.719352 = -1470013.765607
  nChanged 21
		SP:Iteration 70Q (29186.590000 sec): 3 clusters
  Score: Raw -1480626.126024 + Penalty 10597.719352 = -1470028.406672
  nChanged 27
		SP:Iteration 71Q (29186.630000 sec): 3 clusters
  Score: Raw -1480642.593057 + Penalty 10597.719352 = -1470044.873705
  nChanged 20
		SP:Iteration 72Q (29186.670000 sec): 3 clusters
  Score: Raw -1480655.081168 + Penalty 10597.719352 = -1470057.361816
  nChanged 17
		SP:Iteration 73Q (29186.710000 sec): 3 clusters
  Score: Raw -1480664.164466 + Penalty 10597.719352 = -1470066.445114
  nChanged 17
		SP:Iteration 74Q (29186.760000 sec): 3 clusters
  Score: Raw -1480675.886586 + Penalty 10597.719352 = -1470078.167233
  nChanged 16
		SP:Iteration 75Q (29186.800000 sec): 3 clusters
  Score: Raw -1480685.686906 + Penalty 10597.719352 = -1470087.967554
  nChanged 10
		SP:Iteration 76Q (29186.840000 sec): 3 clusters
  Score: Raw -1480690.700897 + Penalty 10597.719352 = -1470092.981545
  nChanged 13
		SP:Iteration 77Q (29186.880000 sec): 3 clusters
  Score: Raw -1480699.738853 + Penalty 10597.719352 = -1470102.019501
  nChanged 10
		SP:Iteration 78Q (29186.920000 sec): 3 clusters
  Score: Raw -1480705.557572 + Penalty 10597.719352 = -1470107.838220
  nChanged 10
		SP:Iteration 79Q (29186.960000 sec): 3 clusters
  Score: Raw -1480709.373632 + Penalty 10597.719352 = -1470111.654280
  nChanged 6
		SP:Iteration 80F (29187.000000 sec): 3 clusters
  Score: Raw -1480713.719464 + Penalty 10597.719352 = -1470116.000112
  nChanged 6
		SP:Iteration 81Q (29187.050000 sec): 3 clusters
  Score: Raw -1480716.823838 + Penalty 10597.719352 = -1470119.104486
  nChanged 7
		SP:Iteration 82Q (29187.090000 sec): 3 clusters
  Score: Raw -1480721.111107 + Penalty 10597.719352 = -1470123.391754
  nChanged 3
		SP:Iteration 83Q (29187.130000 sec): 3 clusters
  Score: Raw -1480723.021203 + Penalty 10597.719352 = -1470125.301850
  nChanged 3
		SP:Iteration 84Q (29187.170000 sec): 3 clusters
  Score: Raw -1480724.093354 + Penalty 10597.719352 = -1470126.374001
  nChanged 4
		SP:Iteration 85Q (29187.220000 sec): 3 clusters
  Score: Raw -1480726.118446 + Penalty 10597.719352 = -1470128.399094
  nChanged 3
		SP:Iteration 86Q (29187.260000 sec): 3 clusters
  Score: Raw -1480727.499049 + Penalty 10597.719352 = -1470129.779696
  nChanged 1
		SP:Iteration 87Q (29187.300000 sec): 3 clusters
  Score: Raw -1480727.920241 + Penalty 10597.719352 = -1470130.200888
  nChanged 2
		SP:Iteration 88Q (29187.340000 sec): 3 clusters
  Score: Raw -1480728.586482 + Penalty 10597.719352 = -1470130.867129
  nChanged 3
		SP:Iteration 89Q (29187.380000 sec): 3 clusters
  Score: Raw -1480729.812119 + Penalty 10597.719352 = -1470132.092767
  nChanged 0
		SP:Iteration 90F (29187.420000 sec): 3 clusters
  Score: Raw -1480729.812119 + Penalty 10597.719352 = -1470132.092767
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (73223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29187.930000 sec): 2 clusters
  Score: Raw -19416943.162399 + Penalty 6860.774726 = -19410082.387673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29188.480000 sec): 3 clusters
  Score: Raw -19373080.686983 + Penalty 13721.549451 = -19359359.137532
  nChanged 33006
		SP:Iteration 1F (29189.040000 sec): 3 clusters
  Score: Raw -19391146.175490 + Penalty 13721.549451 = -19377424.626039
  nChanged 3326
		SP:Iteration 2Q (29189.600000 sec): 3 clusters
  Score: Raw -19392191.788150 + Penalty 13721.549451 = -19378470.238698
  nChanged 2863
		SP:Iteration 3Q (29190.160000 sec): 3 clusters
  Score: Raw -19393046.140173 + Penalty 13721.549451 = -19379324.590722
  nChanged 2575
		SP:Iteration 4Q (29190.720000 sec): 3 clusters
  Score: Raw -19393823.271395 + Penalty 13721.549451 = -19380101.721943
  nChanged 2521
		SP:Iteration 5Q (29191.290000 sec): 3 clusters
  Score: Raw -19394592.824771 + Penalty 13721.549451 = -19380871.275320
  nChanged 2421
		SP:Iteration 6Q (29191.850000 sec): 3 clusters
  Score: Raw -19395358.919600 + Penalty 13721.549451 = -19381637.370148
  nChanged 2484
		SP:Iteration 7Q (29192.410000 sec): 3 clusters
  Score: Raw -19396198.889174 + Penalty 13721.549451 = -19382477.339723
  nChanged 2558
		SP:Iteration 8Q (29192.970000 sec): 3 clusters
  Score: Raw -19397141.401793 + Penalty 13721.549451 = -19383419.852341
  nChanged 2728
		SP:Iteration 9Q (29193.530000 sec): 3 clusters
  Score: Raw -19398210.973882 + Penalty 13721.549451 = -19384489.424431
  nChanged 2904
		SP:Iteration 10Q (29194.100000 sec): 3 clusters
  Score: Raw -19399471.637034 + Penalty 13721.549451 = -19385750.087583
  nChanged 3086
		SP:Iteration 11Q (29194.650000 sec): 3 clusters
  Score: Raw -19400868.358424 + Penalty 13721.549451 = -19387146.808973
  nChanged 3047
		SP:Iteration 12Q (29195.210000 sec): 3 clusters
  Score: Raw -19402410.887740 + Penalty 13721.549451 = -19388689.338289
  nChanged 3190
		SP:Iteration 13Q (29195.770000 sec): 3 clusters
  Score: Raw -19404091.164446 + Penalty 13721.549451 = -19390369.614994
  nChanged 2979
		SP:Iteration 14Q (29196.330000 sec): 3 clusters
  Score: Raw -19405597.282825 + Penalty 13721.549451 = -19391875.733374
  nChanged 2580
		SP:Iteration 15Q (29196.880000 sec): 3 clusters
  Score: Raw -19406749.390873 + Penalty 13721.549451 = -19393027.841422
  nChanged 2100
		SP:Iteration 16Q (29197.430000 sec): 3 clusters
  Score: Raw -19407482.080230 + Penalty 13721.549451 = -19393760.530778
  nChanged 1538
		SP:Iteration 17Q (29197.980000 sec): 3 clusters
  Score: Raw -19407904.505222 + Penalty 13721.549451 = -19394182.955771
  nChanged 1135
		SP:Iteration 18Q (29198.520000 sec): 3 clusters
  Score: Raw -19408166.469478 + Penalty 13721.549451 = -19394444.920027
  nChanged 845
		SP:Iteration 19Q (29199.050000 sec): 3 clusters
  Score: Raw -19408331.647322 + Penalty 13721.549451 = -19394610.097870
  nChanged 658
		SP:Iteration 20F (29199.610000 sec): 3 clusters
  Score: Raw -19408448.823815 + Penalty 13721.549451 = -19394727.274364
  nChanged 549
		SP:Iteration 21Q (29200.150000 sec): 3 clusters
  Score: Raw -19408545.410605 + Penalty 13721.549451 = -19394823.861154
  nChanged 526
		SP:Iteration 22Q (29200.680000 sec): 3 clusters
  Score: Raw -19408629.967850 + Penalty 13721.549451 = -19394908.418399
  nChanged 478
		SP:Iteration 23Q (29201.220000 sec): 3 clusters
  Score: Raw -19408702.222868 + Penalty 13721.549451 = -19394980.673417
  nChanged 450
		SP:Iteration 24Q (29201.760000 sec): 3 clusters
  Score: Raw -19408771.346901 + Penalty 13721.549451 = -19395049.797450
  nChanged 431
		SP:Iteration 25Q (29202.290000 sec): 3 clusters
  Score: Raw -19408838.323632 + Penalty 13721.549451 = -19395116.774180
  nChanged 432
		SP:Iteration 26Q (29202.830000 sec): 3 clusters
  Score: Raw -19408901.215876 + Penalty 13721.549451 = -19395179.666425
  nChanged 441
		SP:Iteration 27Q (29203.360000 sec): 3 clusters
  Score: Raw -19408970.208489 + Penalty 13721.549451 = -19395248.659038
  nChanged 455
		SP:Iteration 28Q (29203.890000 sec): 3 clusters
  Score: Raw -19409042.657453 + Penalty 13721.549451 = -19395321.108001
  nChanged 477
		SP:Iteration 29Q (29204.430000 sec): 3 clusters
  Score: Raw -19409128.749690 + Penalty 13721.549451 = -19395407.200239
  nChanged 535
		SP:Iteration 30Q (29204.950000 sec): 3 clusters
  Score: Raw -19409229.840486 + Penalty 13721.549451 = -19395508.291035
  nChanged 576
		SP:Iteration 31Q (29205.480000 sec): 3 clusters
  Score: Raw -19409347.255010 + Penalty 13721.549451 = -19395625.705558
  nChanged 624
		SP:Iteration 32Q (29206.010000 sec): 3 clusters
  Score: Raw -19409472.486661 + Penalty 13721.549451 = -19395750.937209
  nChanged 643
		SP:Iteration 33Q (29206.540000 sec): 3 clusters
  Score: Raw -19409597.719182 + Penalty 13721.549451 = -19395876.169730
  nChanged 622
		SP:Iteration 34Q (29207.060000 sec): 3 clusters
  Score: Raw -19409721.132615 + Penalty 13721.549451 = -19395999.583164
  nChanged 617
		SP:Iteration 35Q (29207.580000 sec): 3 clusters
  Score: Raw -19409856.621882 + Penalty 13721.549451 = -19396135.072431
  nChanged 647
		SP:Iteration 36Q (29208.100000 sec): 3 clusters
  Score: Raw -19410004.161175 + Penalty 13721.549451 = -19396282.611724
  nChanged 697
		SP:Iteration 37Q (29208.620000 sec): 3 clusters
  Score: Raw -19410168.372269 + Penalty 13721.549451 = -19396446.822817
  nChanged 741
		SP:Iteration 38Q (29209.140000 sec): 3 clusters
  Score: Raw -19410340.762613 + Penalty 13721.549451 = -19396619.213162
  nChanged 754
		SP:Iteration 39Q (29209.660000 sec): 3 clusters
  Score: Raw -19410525.404075 + Penalty 13721.549451 = -19396803.854624
  nChanged 792
		SP:Iteration 40F (29210.220000 sec): 3 clusters
  Score: Raw -19410727.996049 + Penalty 13721.549451 = -19397006.446598
  nChanged 820
		SP:Iteration 41Q (29210.730000 sec): 3 clusters
  Score: Raw -19410954.377531 + Penalty 13721.549451 = -19397232.828080
  nChanged 833
		SP:Iteration 42Q (29211.240000 sec): 3 clusters
  Score: Raw -19411184.433090 + Penalty 13721.549451 = -19397462.883639
  nChanged 872
		SP:Iteration 43Q (29211.760000 sec): 3 clusters
  Score: Raw -19411442.279324 + Penalty 13721.549451 = -19397720.729873
  nChanged 871
		SP:Iteration 44Q (29212.260000 sec): 3 clusters
  Score: Raw -19411703.381833 + Penalty 13721.549451 = -19397981.832381
  nChanged 862
		SP:Iteration 45Q (29212.760000 sec): 3 clusters
  Score: Raw -19411966.641774 + Penalty 13721.549451 = -19398245.092323
  nChanged 847
		SP:Iteration 46Q (29213.270000 sec): 3 clusters
  Score: Raw -19412229.441948 + Penalty 13721.549451 = -19398507.892497
  nChanged 829
		SP:Iteration 47Q (29213.760000 sec): 3 clusters
  Score: Raw -19412489.048877 + Penalty 13721.549451 = -19398767.499426
  nChanged 850
		SP:Iteration 48Q (29214.260000 sec): 3 clusters
  Score: Raw -19412759.829948 + Penalty 13721.549451 = -19399038.280496
  nChanged 878
		SP:Iteration 49Q (29214.750000 sec): 3 clusters
  Score: Raw -19413055.923846 + Penalty 13721.549451 = -19399334.374394
  nChanged 858
		SP:Iteration 50Q (29215.240000 sec): 3 clusters
  Score: Raw -19413347.322133 + Penalty 13721.549451 = -19399625.772682
  nChanged 858
		SP:Iteration 51Q (29215.720000 sec): 3 clusters
  Score: Raw -19413648.631684 + Penalty 13721.549451 = -19399927.082233
  nChanged 844
		SP:Iteration 52Q (29216.200000 sec): 3 clusters
  Score: Raw -19413945.241660 + Penalty 13721.549451 = -19400223.692208
  nChanged 835
		SP:Iteration 53Q (29216.680000 sec): 3 clusters
  Score: Raw -19414250.973817 + Penalty 13721.549451 = -19400529.424366
  nChanged 792
		SP:Iteration 54Q (29217.150000 sec): 3 clusters
  Score: Raw -19414555.639183 + Penalty 13721.549451 = -19400834.089731
  nChanged 770
		SP:Iteration 55Q (29217.610000 sec): 3 clusters
  Score: Raw -19414845.012037 + Penalty 13721.549451 = -19401123.462586
  nChanged 722
		SP:Iteration 56Q (29218.070000 sec): 3 clusters
  Score: Raw -19415119.245764 + Penalty 13721.549451 = -19401397.696312
  nChanged 725
		SP:Iteration 57Q (29218.530000 sec): 3 clusters
  Score: Raw -19415419.308265 + Penalty 13721.549451 = -19401697.758814
  nChanged 697
		SP:Iteration 58Q (29218.980000 sec): 3 clusters
  Score: Raw -19415706.149485 + Penalty 13721.549451 = -19401984.600033
  nChanged 632
		SP:Iteration 59Q (29219.430000 sec): 3 clusters
  Score: Raw -19415975.256096 + Penalty 13721.549451 = -19402253.706645
  nChanged 576
		SP:Iteration 60F (29219.980000 sec): 3 clusters
  Score: Raw -19416221.748882 + Penalty 13721.549451 = -19402500.199431
  nChanged 524
		SP:Iteration 61Q (29220.420000 sec): 3 clusters
  Score: Raw -19416448.427034 + Penalty 13721.549451 = -19402726.877583
  nChanged 459
		SP:Iteration 62Q (29220.850000 sec): 3 clusters
  Score: Raw -19416647.854236 + Penalty 13721.549451 = -19402926.304785
  nChanged 388
		SP:Iteration 63Q (29221.280000 sec): 3 clusters
  Score: Raw -19416804.200549 + Penalty 13721.549451 = -19403082.651097
  nChanged 323
		SP:Iteration 64Q (29221.710000 sec): 3 clusters
  Score: Raw -19416935.111008 + Penalty 13721.549451 = -19403213.561557
  nChanged 308
		SP:Iteration 65Q (29222.140000 sec): 3 clusters
  Score: Raw -19417052.838603 + Penalty 13721.549451 = -19403331.289152
  nChanged 247
		SP:Iteration 66Q (29222.560000 sec): 3 clusters
  Score: Raw -19417146.462615 + Penalty 13721.549451 = -19403424.913164
  nChanged 237
		SP:Iteration 67Q (29222.980000 sec): 3 clusters
  Score: Raw -19417245.237691 + Penalty 13721.549451 = -19403523.688239
  nChanged 227
		SP:Iteration 68Q (29223.390000 sec): 3 clusters
  Score: Raw -19417337.493897 + Penalty 13721.549451 = -19403615.944445
  nChanged 202
		SP:Iteration 69Q (29223.810000 sec): 3 clusters
  Score: Raw -19417417.655826 + Penalty 13721.549451 = -19403696.106375
  nChanged 159
		SP:Iteration 70Q (29224.220000 sec): 3 clusters
  Score: Raw -19417481.269329 + Penalty 13721.549451 = -19403759.719878
  nChanged 153
		SP:Iteration 71Q (29224.640000 sec): 3 clusters
  Score: Raw -19417541.773662 + Penalty 13721.549451 = -19403820.224211
  nChanged 128
		SP:Iteration 72Q (29225.050000 sec): 3 clusters
  Score: Raw -19417592.630397 + Penalty 13721.549451 = -19403871.080945
  nChanged 124
		SP:Iteration 73Q (29225.460000 sec): 3 clusters
  Score: Raw -19417647.648996 + Penalty 13721.549451 = -19403926.099544
  nChanged 111
		SP:Iteration 74Q (29225.860000 sec): 3 clusters
  Score: Raw -19417692.404866 + Penalty 13721.549451 = -19403970.855415
  nChanged 115
		SP:Iteration 75Q (29226.270000 sec): 3 clusters
  Score: Raw -19417741.155988 + Penalty 13721.549451 = -19404019.606536
  nChanged 104
		SP:Iteration 76Q (29226.680000 sec): 3 clusters
  Score: Raw -19417784.347222 + Penalty 13721.549451 = -19404062.797771
  nChanged 84
		SP:Iteration 77Q (29227.080000 sec): 3 clusters
  Score: Raw -19417817.420269 + Penalty 13721.549451 = -19404095.870817
  nChanged 67
		SP:Iteration 78Q (29227.490000 sec): 3 clusters
  Score: Raw -19417839.168586 + Penalty 13721.549451 = -19404117.619135
  nChanged 47
		SP:Iteration 79Q (29227.890000 sec): 3 clusters
  Score: Raw -19417857.615541 + Penalty 13721.549451 = -19404136.066090
  nChanged 40
		SP:Iteration 80F (29228.440000 sec): 3 clusters
  Score: Raw -19417872.351288 + Penalty 13721.549451 = -19404150.801837
  nChanged 38
		SP:Iteration 81Q (29228.840000 sec): 3 clusters
  Score: Raw -19417885.026942 + Penalty 13721.549451 = -19404163.477491
  nChanged 26
		SP:Iteration 82Q (29229.250000 sec): 3 clusters
  Score: Raw -19417894.010967 + Penalty 13721.549451 = -19404172.461516
  nChanged 22
		SP:Iteration 83Q (29229.650000 sec): 3 clusters
  Score: Raw -19417901.828494 + Penalty 13721.549451 = -19404180.279043
  nChanged 19
		SP:Iteration 84Q (29230.060000 sec): 3 clusters
  Score: Raw -19417907.641390 + Penalty 13721.549451 = -19404186.091939
  nChanged 18
		SP:Iteration 85Q (29230.460000 sec): 3 clusters
  Score: Raw -19417912.960049 + Penalty 13721.549451 = -19404191.410597
  nChanged 17
		SP:Iteration 86Q (29230.860000 sec): 3 clusters
  Score: Raw -19417918.436945 + Penalty 13721.549451 = -19404196.887494
  nChanged 18
		SP:Iteration 87Q (29231.260000 sec): 3 clusters
  Score: Raw -19417925.540863 + Penalty 13721.549451 = -19404203.991412
  nChanged 20
		SP:Iteration 88Q (29231.660000 sec): 3 clusters
  Score: Raw -19417932.750834 + Penalty 13721.549451 = -19404211.201382
  nChanged 18
		SP:Iteration 89Q (29232.060000 sec): 3 clusters
  Score: Raw -19417939.402418 + Penalty 13721.549451 = -19404217.852967
  nChanged 20
		SP:Iteration 90Q (29232.470000 sec): 3 clusters
  Score: Raw -19417946.352347 + Penalty 13721.549451 = -19404224.802896
  nChanged 12
		SP:Iteration 91Q (29232.870000 sec): 3 clusters
  Score: Raw -19417950.087687 + Penalty 13721.549451 = -19404228.538236
  nChanged 13
		SP:Iteration 92Q (29233.280000 sec): 3 clusters
  Score: Raw -19417954.378080 + Penalty 13721.549451 = -19404232.828629
  nChanged 12
		SP:Iteration 93Q (29233.680000 sec): 3 clusters
  Score: Raw -19417958.477212 + Penalty 13721.549451 = -19404236.927761
  nChanged 6
		SP:Iteration 94Q (29234.080000 sec): 3 clusters
  Score: Raw -19417961.612502 + Penalty 13721.549451 = -19404240.063050
  nChanged 17
		SP:Iteration 95Q (29234.480000 sec): 3 clusters
  Score: Raw -19417967.661558 + Penalty 13721.549451 = -19404246.112107
  nChanged 13
		SP:Iteration 96Q (29234.880000 sec): 3 clusters
  Score: Raw -19417972.555285 + Penalty 13721.549451 = -19404251.005834
  nChanged 13
		SP:Iteration 97Q (29235.280000 sec): 3 clusters
  Score: Raw -19417977.244399 + Penalty 13721.549451 = -19404255.694948
  nChanged 14
		SP:Iteration 98Q (29235.680000 sec): 3 clusters
  Score: Raw -19417982.373110 + Penalty 13721.549451 = -19404260.823659
  nChanged 14
		SP:Iteration 99Q (29236.080000 sec): 3 clusters
  Score: Raw -19417987.471364 + Penalty 13721.549451 = -19404265.921913
  nChanged 9
		SP:Iteration 100F (29236.630000 sec): 3 clusters
  Score: Raw -19417990.537660 + Penalty 13721.549451 = -19404268.988209
  nChanged 7
		SP:Iteration 101Q (29237.030000 sec): 3 clusters
  Score: Raw -19417992.843225 + Penalty 13721.549451 = -19404271.293773
  nChanged 5
		SP:Iteration 102Q (29237.430000 sec): 3 clusters
  Score: Raw -19417994.832005 + Penalty 13721.549451 = -19404273.282553
  nChanged 6
		SP:Iteration 103Q (29237.820000 sec): 3 clusters
  Score: Raw -19417997.094684 + Penalty 13721.549451 = -19404275.545233
  nChanged 3
		SP:Iteration 104Q (29238.220000 sec): 3 clusters
  Score: Raw -19417997.655905 + Penalty 13721.549451 = -19404276.106454
  nChanged 0
		SP:Iteration 105F (29238.770000 sec): 3 clusters
  Score: Raw -19417997.655905 + Penalty 13721.549451 = -19404276.106454
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29238.830000 sec): 2 clusters
  Score: Raw -155520.826656 + Penalty 3978.350153 = -151542.476503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29238.840000 sec): 3 clusters
  Score: Raw -156049.153147 + Penalty 7956.700306 = -148092.452841
  nChanged 121
		SP:Iteration 1F (29238.840000 sec): 3 clusters
  Score: Raw -156526.194354 + Penalty 7956.700306 = -148569.494048
  nChanged 52
		SP:Iteration 2F (29238.850000 sec): 3 clusters
  Score: Raw -156825.017957 + Penalty 7956.700306 = -148868.317651
  nChanged 29
		SP:Iteration 3Q (29238.850000 sec): 3 clusters
  Score: Raw -156955.337004 + Penalty 7956.700306 = -148998.636698
  nChanged 18
		SP:Iteration 4Q (29238.860000 sec): 3 clusters
  Score: Raw -157021.319511 + Penalty 7956.700306 = -149064.619205
  nChanged 8
		SP:Iteration 5Q (29238.860000 sec): 3 clusters
  Score: Raw -157044.621155 + Penalty 7956.700306 = -149087.920849
  nChanged 1
		SP:Iteration 6Q (29238.870000 sec): 3 clusters
  Score: Raw -157052.979670 + Penalty 7956.700306 = -149096.279364
  nChanged 0
		SP:Iteration 7F (29238.870000 sec): 3 clusters
  Score: Raw -157052.979670 + Penalty 7956.700306 = -149096.279364
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (10711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29238.950000 sec): 2 clusters
  Score: Raw -2741304.022823 + Penalty 5683.403749 = -2735620.619073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29239.030000 sec): 3 clusters
  Score: Raw -2736394.182699 + Penalty 11366.807499 = -2725027.375200
  nChanged 3963
		SP:Iteration 1F (29239.110000 sec): 3 clusters
  Score: Raw -2738772.277745 + Penalty 11366.807499 = -2727405.470246
  nChanged 823
		SP:Iteration 2F (29239.190000 sec): 3 clusters
  Score: Raw -2739374.919447 + Penalty 11366.807499 = -2728008.111948
  nChanged 639
		SP:Iteration 3F (29239.270000 sec): 3 clusters
  Score: Raw -2739885.363669 + Penalty 11366.807499 = -2728518.556170
  nChanged 555
		SP:Iteration 4F (29239.360000 sec): 3 clusters
  Score: Raw -2740367.413876 + Penalty 11366.807499 = -2729000.606377
  nChanged 509
		SP:Iteration 5Q (29239.440000 sec): 3 clusters
  Score: Raw -2740785.614404 + Penalty 11366.807499 = -2729418.806905
  nChanged 462
		SP:Iteration 6Q (29239.510000 sec): 3 clusters
  Score: Raw -2741147.484294 + Penalty 11366.807499 = -2729780.676795
  nChanged 419
		SP:Iteration 7Q (29239.590000 sec): 3 clusters
  Score: Raw -2741466.883262 + Penalty 11366.807499 = -2730100.075763
  nChanged 360
		SP:Iteration 8Q (29239.670000 sec): 3 clusters
  Score: Raw -2741735.273328 + Penalty 11366.807499 = -2730368.465829
  nChanged 312
		SP:Iteration 9Q (29239.750000 sec): 3 clusters
  Score: Raw -2741961.728419 + Penalty 11366.807499 = -2730594.920920
  nChanged 284
		SP:Iteration 10Q (29239.830000 sec): 3 clusters
  Score: Raw -2742165.348918 + Penalty 11366.807499 = -2730798.541419
  nChanged 283
		SP:Iteration 11Q (29239.910000 sec): 3 clusters
  Score: Raw -2742360.141287 + Penalty 11366.807499 = -2730993.333788
  nChanged 252
		SP:Iteration 12Q (29239.990000 sec): 3 clusters
  Score: Raw -2742541.455160 + Penalty 11366.807499 = -2731174.647661
  nChanged 246
		SP:Iteration 13Q (29240.070000 sec): 3 clusters
  Score: Raw -2742720.128125 + Penalty 11366.807499 = -2731353.320626
  nChanged 213
		SP:Iteration 14Q (29240.150000 sec): 3 clusters
  Score: Raw -2742856.825753 + Penalty 11366.807499 = -2731490.018254
  nChanged 196
		SP:Iteration 15Q (29240.230000 sec): 3 clusters
  Score: Raw -2742983.568337 + Penalty 11366.807499 = -2731616.760838
  nChanged 170
		SP:Iteration 16Q (29240.300000 sec): 3 clusters
  Score: Raw -2743091.509921 + Penalty 11366.807499 = -2731724.702422
  nChanged 168
		SP:Iteration 17Q (29240.380000 sec): 3 clusters
  Score: Raw -2743197.993743 + Penalty 11366.807499 = -2731831.186244
  nChanged 151
		SP:Iteration 18Q (29240.450000 sec): 3 clusters
  Score: Raw -2743297.090952 + Penalty 11366.807499 = -2731930.283453
  nChanged 137
		SP:Iteration 19Q (29240.530000 sec): 3 clusters
  Score: Raw -2743365.144346 + Penalty 11366.807499 = -2731998.336847
  nChanged 92
		SP:Iteration 20F (29240.610000 sec): 3 clusters
  Score: Raw -2743400.040454 + Penalty 11366.807499 = -2732033.232955
  nChanged 70
		SP:Iteration 21Q (29240.690000 sec): 3 clusters
  Score: Raw -2743427.928551 + Penalty 11366.807499 = -2732061.121052
  nChanged 50
		SP:Iteration 22Q (29240.770000 sec): 3 clusters
  Score: Raw -2743448.814291 + Penalty 11366.807499 = -2732082.006792
  nChanged 46
		SP:Iteration 23Q (29240.840000 sec): 3 clusters
  Score: Raw -2743467.098090 + Penalty 11366.807499 = -2732100.290591
  nChanged 44
		SP:Iteration 24Q (29240.910000 sec): 3 clusters
  Score: Raw -2743485.251430 + Penalty 11366.807499 = -2732118.443931
  nChanged 36
		SP:Iteration 25Q (29240.990000 sec): 3 clusters
  Score: Raw -2743500.021130 + Penalty 11366.807499 = -2732133.213631
  nChanged 26
		SP:Iteration 26Q (29241.070000 sec): 3 clusters
  Score: Raw -2743509.691409 + Penalty 11366.807499 = -2732142.883910
  nChanged 22
		SP:Iteration 27Q (29241.140000 sec): 3 clusters
  Score: Raw -2743518.353105 + Penalty 11366.807499 = -2732151.545606
  nChanged 24
		SP:Iteration 28Q (29241.220000 sec): 3 clusters
  Score: Raw -2743526.296728 + Penalty 11366.807499 = -2732159.489229
  nChanged 17
		SP:Iteration 29Q (29241.290000 sec): 3 clusters
  Score: Raw -2743532.255024 + Penalty 11366.807499 = -2732165.447525
  nChanged 19
		SP:Iteration 30Q (29241.370000 sec): 3 clusters
  Score: Raw -2743538.851211 + Penalty 11366.807499 = -2732172.043712
  nChanged 12
		SP:Iteration 31Q (29241.440000 sec): 3 clusters
  Score: Raw -2743543.888847 + Penalty 11366.807499 = -2732177.081348
  nChanged 14
		SP:Iteration 32Q (29241.520000 sec): 3 clusters
  Score: Raw -2743547.974719 + Penalty 11366.807499 = -2732181.167220
  nChanged 11
		SP:Iteration 33Q (29241.590000 sec): 3 clusters
  Score: Raw -2743550.746908 + Penalty 11366.807499 = -2732183.939409
  nChanged 9
		SP:Iteration 34Q (29241.670000 sec): 3 clusters
  Score: Raw -2743554.328974 + Penalty 11366.807499 = -2732187.521475
  nChanged 8
		SP:Iteration 35Q (29241.740000 sec): 3 clusters
  Score: Raw -2743556.790468 + Penalty 11366.807499 = -2732189.982969
  nChanged 7
		SP:Iteration 36Q (29241.820000 sec): 3 clusters
  Score: Raw -2743558.373686 + Penalty 11366.807499 = -2732191.566187
  nChanged 7
		SP:Iteration 37Q (29241.890000 sec): 3 clusters
  Score: Raw -2743560.283599 + Penalty 11366.807499 = -2732193.476100
  nChanged 1
		SP:Iteration 38Q (29241.970000 sec): 3 clusters
  Score: Raw -2743561.257338 + Penalty 11366.807499 = -2732194.449839
  nChanged 2
		SP:Iteration 39Q (29242.040000 sec): 3 clusters
  Score: Raw -2743561.671349 + Penalty 11366.807499 = -2732194.863850
  nChanged 2
		SP:Iteration 40F (29242.120000 sec): 3 clusters
  Score: Raw -2743562.190105 + Penalty 11366.807499 = -2732195.382606
  nChanged 3
		SP:Iteration 41Q (29242.200000 sec): 3 clusters
  Score: Raw -2743562.992869 + Penalty 11366.807499 = -2732196.185370
  nChanged 1
		SP:Iteration 42Q (29242.270000 sec): 3 clusters
  Score: Raw -2743563.196670 + Penalty 11366.807499 = -2732196.389171
  nChanged 1
		SP:Iteration 43Q (29242.350000 sec): 3 clusters
  Score: Raw -2743563.360960 + Penalty 11366.807499 = -2732196.553461
  nChanged 1
		SP:Iteration 44Q (29242.420000 sec): 3 clusters
  Score: Raw -2743563.458677 + Penalty 11366.807499 = -2732196.651178
  nChanged 1
		SP:Iteration 45Q (29242.500000 sec): 3 clusters
  Score: Raw -2743563.837313 + Penalty 11366.807499 = -2732197.029814
  nChanged 0
		SP:Iteration 46F (29242.580000 sec): 3 clusters
  Score: Raw -2743563.837313 + Penalty 11366.807499 = -2732197.029814
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (13881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29242.670000 sec): 2 clusters
  Score: Raw -3557429.350168 + Penalty 5842.194220 = -3551587.155948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29242.780000 sec): 3 clusters
  Score: Raw -3550642.788706 + Penalty 11684.388440 = -3538958.400266
  nChanged 5410
		SP:Iteration 1F (29242.880000 sec): 3 clusters
  Score: Raw -3554138.098592 + Penalty 11684.388440 = -3542453.710152
  nChanged 1206
		SP:Iteration 2F (29242.990000 sec): 3 clusters
  Score: Raw -3555255.096563 + Penalty 11684.388440 = -3543570.708123
  nChanged 986
		SP:Iteration 3F (29243.090000 sec): 3 clusters
  Score: Raw -3556082.514175 + Penalty 11684.388440 = -3544398.125735
  nChanged 800
		SP:Iteration 4F (29243.200000 sec): 3 clusters
  Score: Raw -3556629.705530 + Penalty 11684.388440 = -3544945.317090
  nChanged 642
		SP:Iteration 5Q (29243.300000 sec): 3 clusters
  Score: Raw -3557039.724696 + Penalty 11684.388440 = -3545355.336256
  nChanged 510
		SP:Iteration 6Q (29243.410000 sec): 3 clusters
  Score: Raw -3557331.555609 + Penalty 11684.388440 = -3545647.167169
  nChanged 388
		SP:Iteration 7Q (29243.510000 sec): 3 clusters
  Score: Raw -3557544.712144 + Penalty 11684.388440 = -3545860.323704
  nChanged 340
		SP:Iteration 8Q (29243.610000 sec): 3 clusters
  Score: Raw -3557711.887404 + Penalty 11684.388440 = -3546027.498964
  nChanged 276
		SP:Iteration 9Q (29243.710000 sec): 3 clusters
  Score: Raw -3557856.460416 + Penalty 11684.388440 = -3546172.071976
  nChanged 253
		SP:Iteration 10Q (29243.810000 sec): 3 clusters
  Score: Raw -3557969.655255 + Penalty 11684.388440 = -3546285.266815
  nChanged 210
		SP:Iteration 11Q (29243.910000 sec): 3 clusters
  Score: Raw -3558062.666077 + Penalty 11684.388440 = -3546378.277637
  nChanged 195
		SP:Iteration 12Q (29244.010000 sec): 3 clusters
  Score: Raw -3558147.041604 + Penalty 11684.388440 = -3546462.653164
  nChanged 166
		SP:Iteration 13Q (29244.110000 sec): 3 clusters
  Score: Raw -3558214.057926 + Penalty 11684.388440 = -3546529.669486
  nChanged 139
		SP:Iteration 14Q (29244.210000 sec): 3 clusters
  Score: Raw -3558270.860889 + Penalty 11684.388440 = -3546586.472449
  nChanged 125
		SP:Iteration 15Q (29244.310000 sec): 3 clusters
  Score: Raw -3558317.891423 + Penalty 11684.388440 = -3546633.502983
  nChanged 132
		SP:Iteration 16Q (29244.420000 sec): 3 clusters
  Score: Raw -3558369.930648 + Penalty 11684.388440 = -3546685.542208
  nChanged 132
		SP:Iteration 17Q (29244.520000 sec): 3 clusters
  Score: Raw -3558426.342953 + Penalty 11684.388440 = -3546741.954513
  nChanged 148
		SP:Iteration 18Q (29244.620000 sec): 3 clusters
  Score: Raw -3558491.045540 + Penalty 11684.388440 = -3546806.657100
  nChanged 154
		SP:Iteration 19Q (29244.720000 sec): 3 clusters
  Score: Raw -3558553.564658 + Penalty 11684.388440 = -3546869.176218
  nChanged 171
		SP:Iteration 20F (29244.820000 sec): 3 clusters
  Score: Raw -3558639.992163 + Penalty 11684.388440 = -3546955.603723
  nChanged 191
		SP:Iteration 21Q (29244.920000 sec): 3 clusters
  Score: Raw -3558742.204847 + Penalty 11684.388440 = -3547057.816407
  nChanged 190
		SP:Iteration 22Q (29245.020000 sec): 3 clusters
  Score: Raw -3558859.253657 + Penalty 11684.388440 = -3547174.865217
  nChanged 209
		SP:Iteration 23Q (29245.120000 sec): 3 clusters
  Score: Raw -3559012.010946 + Penalty 11684.388440 = -3547327.622506
  nChanged 201
		SP:Iteration 24Q (29245.220000 sec): 3 clusters
  Score: Raw -3559167.696987 + Penalty 11684.388440 = -3547483.308547
  nChanged 176
		SP:Iteration 25Q (29245.310000 sec): 3 clusters
  Score: Raw -3559301.397792 + Penalty 11684.388440 = -3547617.009352
  nChanged 160
		SP:Iteration 26Q (29245.410000 sec): 3 clusters
  Score: Raw -3559403.488782 + Penalty 11684.388440 = -3547719.100342
  nChanged 137
		SP:Iteration 27Q (29245.510000 sec): 3 clusters
  Score: Raw -3559483.036022 + Penalty 11684.388440 = -3547798.647582
  nChanged 100
		SP:Iteration 28Q (29245.600000 sec): 3 clusters
  Score: Raw -3559538.736654 + Penalty 11684.388440 = -3547854.348214
  nChanged 87
		SP:Iteration 29Q (29245.700000 sec): 3 clusters
  Score: Raw -3559579.942636 + Penalty 11684.388440 = -3547895.554196
  nChanged 66
		SP:Iteration 30Q (29245.790000 sec): 3 clusters
  Score: Raw -3559608.768319 + Penalty 11684.388440 = -3547924.379879
  nChanged 48
		SP:Iteration 31Q (29245.890000 sec): 3 clusters
  Score: Raw -3559632.139199 + Penalty 11684.388440 = -3547947.750759
  nChanged 48
		SP:Iteration 32Q (29245.980000 sec): 3 clusters
  Score: Raw -3559652.873958 + Penalty 11684.388440 = -3547968.485518
  nChanged 38
		SP:Iteration 33Q (29246.070000 sec): 3 clusters
  Score: Raw -3559670.239220 + Penalty 11684.388440 = -3547985.850780
  nChanged 30
		SP:Iteration 34Q (29246.170000 sec): 3 clusters
  Score: Raw -3559683.721467 + Penalty 11684.388440 = -3547999.333027
  nChanged 36
		SP:Iteration 35Q (29246.260000 sec): 3 clusters
  Score: Raw -3559696.397431 + Penalty 11684.388440 = -3548012.008991
  nChanged 25
		SP:Iteration 36Q (29246.350000 sec): 3 clusters
  Score: Raw -3559706.691533 + Penalty 11684.388440 = -3548022.303093
  nChanged 21
		SP:Iteration 37Q (29246.450000 sec): 3 clusters
  Score: Raw -3559715.399426 + Penalty 11684.388440 = -3548031.010986
  nChanged 28
		SP:Iteration 38Q (29246.540000 sec): 3 clusters
  Score: Raw -3559726.201314 + Penalty 11684.388440 = -3548041.812874
  nChanged 19
		SP:Iteration 39Q (29246.630000 sec): 3 clusters
  Score: Raw -3559734.599305 + Penalty 11684.388440 = -3548050.210865
  nChanged 23
		SP:Iteration 40F (29246.740000 sec): 3 clusters
  Score: Raw -3559743.531812 + Penalty 11684.388440 = -3548059.143372
  nChanged 19
		SP:Iteration 41Q (29246.830000 sec): 3 clusters
  Score: Raw -3559751.554713 + Penalty 11684.388440 = -3548067.166273
  nChanged 20
		SP:Iteration 42Q (29246.920000 sec): 3 clusters
  Score: Raw -3559759.526138 + Penalty 11684.388440 = -3548075.137698
  nChanged 13
		SP:Iteration 43Q (29247.020000 sec): 3 clusters
  Score: Raw -3559765.870419 + Penalty 11684.388440 = -3548081.481979
  nChanged 12
		SP:Iteration 44Q (29247.110000 sec): 3 clusters
  Score: Raw -3559771.708674 + Penalty 11684.388440 = -3548087.320234
  nChanged 8
		SP:Iteration 45Q (29247.200000 sec): 3 clusters
  Score: Raw -3559775.080226 + Penalty 11684.388440 = -3548090.691786
  nChanged 10
		SP:Iteration 46Q (29247.290000 sec): 3 clusters
  Score: Raw -3559780.364551 + Penalty 11684.388440 = -3548095.976111
  nChanged 18
		SP:Iteration 47Q (29247.390000 sec): 3 clusters
  Score: Raw -3559786.997048 + Penalty 11684.388440 = -3548102.608608
  nChanged 10
		SP:Iteration 48Q (29247.480000 sec): 3 clusters
  Score: Raw -3559790.622987 + Penalty 11684.388440 = -3548106.234547
  nChanged 5
		SP:Iteration 49Q (29247.570000 sec): 3 clusters
  Score: Raw -3559792.426109 + Penalty 11684.388440 = -3548108.037669
  nChanged 4
		SP:Iteration 50Q (29247.670000 sec): 3 clusters
  Score: Raw -3559793.741599 + Penalty 11684.388440 = -3548109.353159
  nChanged 1
		SP:Iteration 51Q (29247.760000 sec): 3 clusters
  Score: Raw -3559794.301598 + Penalty 11684.388440 = -3548109.913158
  nChanged 0
		SP:Iteration 52F (29247.860000 sec): 3 clusters
  Score: Raw -3559794.301598 + Penalty 11684.388440 = -3548109.913158
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29248.290000 sec): 2 clusters
  Score: Raw -16656764.424283 + Penalty 6762.573217 = -16650001.851066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29248.760000 sec): 3 clusters
  Score: Raw -16619934.965329 + Penalty 13525.146435 = -16606409.818895
  nChanged 27831
		SP:Iteration 1F (29249.230000 sec): 3 clusters
  Score: Raw -16634822.458708 + Penalty 13525.146435 = -16621297.312274
  nChanged 2866
		SP:Iteration 2Q (29249.710000 sec): 3 clusters
  Score: Raw -16635717.457126 + Penalty 13525.146435 = -16622192.310691
  nChanged 2506
		SP:Iteration 3Q (29250.190000 sec): 3 clusters
  Score: Raw -16636521.814405 + Penalty 13525.146435 = -16622996.667970
  nChanged 2373
		SP:Iteration 4Q (29250.670000 sec): 3 clusters
  Score: Raw -16637380.711397 + Penalty 13525.146435 = -16623855.564962
  nChanged 2453
		SP:Iteration 5Q (29251.150000 sec): 3 clusters
  Score: Raw -16638386.667937 + Penalty 13525.146435 = -16624861.521502
  nChanged 2742
		SP:Iteration 6Q (29251.630000 sec): 3 clusters
  Score: Raw -16639728.373565 + Penalty 13525.146435 = -16626203.227131
  nChanged 3142
		SP:Iteration 7F (29252.100000 sec): 3 clusters
  Score: Raw -16641523.802978 + Penalty 13525.146435 = -16627998.656543
  nChanged 3615
		SP:Iteration 8F (29252.570000 sec): 3 clusters
  Score: Raw -16643739.079013 + Penalty 13525.146435 = -16630213.932578
  nChanged 3813
		SP:Iteration 9F (29253.050000 sec): 3 clusters
  Score: Raw -16645996.246908 + Penalty 13525.146435 = -16632471.100473
  nChanged 3573
		SP:Iteration 10F (29253.520000 sec): 3 clusters
  Score: Raw -16647880.578212 + Penalty 13525.146435 = -16634355.431777
  nChanged 3069
		SP:Iteration 11Q (29253.990000 sec): 3 clusters
  Score: Raw -16649294.244346 + Penalty 13525.146435 = -16635769.097911
  nChanged 2441
		SP:Iteration 12Q (29254.470000 sec): 3 clusters
  Score: Raw -16650265.263478 + Penalty 13525.146435 = -16636740.117043
  nChanged 1969
		SP:Iteration 13Q (29254.940000 sec): 3 clusters
  Score: Raw -16650957.222878 + Penalty 13525.146435 = -16637432.076443
  nChanged 1559
		SP:Iteration 14Q (29255.410000 sec): 3 clusters
  Score: Raw -16651471.836055 + Penalty 13525.146435 = -16637946.689620
  nChanged 1375
		SP:Iteration 15Q (29255.890000 sec): 3 clusters
  Score: Raw -16651928.645622 + Penalty 13525.146435 = -16638403.499187
  nChanged 1303
		SP:Iteration 16Q (29256.360000 sec): 3 clusters
  Score: Raw -16652391.784059 + Penalty 13525.146435 = -16638866.637625
  nChanged 1250
		SP:Iteration 17Q (29256.830000 sec): 3 clusters
  Score: Raw -16652861.634109 + Penalty 13525.146435 = -16639336.487675
  nChanged 1253
		SP:Iteration 18Q (29257.310000 sec): 3 clusters
  Score: Raw -16653362.242748 + Penalty 13525.146435 = -16639837.096313
  nChanged 1266
		SP:Iteration 19Q (29257.770000 sec): 3 clusters
  Score: Raw -16653913.513104 + Penalty 13525.146435 = -16640388.366669
  nChanged 1251
		SP:Iteration 20F (29258.240000 sec): 3 clusters
  Score: Raw -16654483.777214 + Penalty 13525.146435 = -16640958.630779
  nChanged 1216
		SP:Iteration 21Q (29258.710000 sec): 3 clusters
  Score: Raw -16655075.157671 + Penalty 13525.146435 = -16641550.011237
  nChanged 1146
		SP:Iteration 22Q (29259.170000 sec): 3 clusters
  Score: Raw -16655640.035756 + Penalty 13525.146435 = -16642114.889321
  nChanged 1043
		SP:Iteration 23Q (29259.620000 sec): 3 clusters
  Score: Raw -16656153.969321 + Penalty 13525.146435 = -16642628.822887
  nChanged 824
		SP:Iteration 24Q (29260.070000 sec): 3 clusters
  Score: Raw -16656548.891702 + Penalty 13525.146435 = -16643023.745267
  nChanged 720
		SP:Iteration 25Q (29260.510000 sec): 3 clusters
  Score: Raw -16656856.309283 + Penalty 13525.146435 = -16643331.162849
  nChanged 631
		SP:Iteration 26Q (29260.940000 sec): 3 clusters
  Score: Raw -16657121.633410 + Penalty 13525.146435 = -16643596.486975
  nChanged 603
		SP:Iteration 27Q (29261.360000 sec): 3 clusters
  Score: Raw -16657353.788061 + Penalty 13525.146435 = -16643828.641627
  nChanged 466
		SP:Iteration 28Q (29261.780000 sec): 3 clusters
  Score: Raw -16657511.096462 + Penalty 13525.146435 = -16643985.950027
  nChanged 396
		SP:Iteration 29Q (29262.190000 sec): 3 clusters
  Score: Raw -16657634.650857 + Penalty 13525.146435 = -16644109.504422
  nChanged 343
		SP:Iteration 30Q (29262.600000 sec): 3 clusters
  Score: Raw -16657735.432254 + Penalty 13525.146435 = -16644210.285820
  nChanged 322
		SP:Iteration 31Q (29263.010000 sec): 3 clusters
  Score: Raw -16657827.355903 + Penalty 13525.146435 = -16644302.209469
  nChanged 301
		SP:Iteration 32Q (29263.410000 sec): 3 clusters
  Score: Raw -16657916.358393 + Penalty 13525.146435 = -16644391.211958
  nChanged 273
		SP:Iteration 33Q (29263.820000 sec): 3 clusters
  Score: Raw -16657996.356125 + Penalty 13525.146435 = -16644471.209691
  nChanged 255
		SP:Iteration 34Q (29264.220000 sec): 3 clusters
  Score: Raw -16658072.315152 + Penalty 13525.146435 = -16644547.168718
  nChanged 240
		SP:Iteration 35Q (29264.620000 sec): 3 clusters
  Score: Raw -16658144.397758 + Penalty 13525.146435 = -16644619.251324
  nChanged 214
		SP:Iteration 36Q (29265.020000 sec): 3 clusters
  Score: Raw -16658206.230005 + Penalty 13525.146435 = -16644681.083571
  nChanged 186
		SP:Iteration 37Q (29265.420000 sec): 3 clusters
  Score: Raw -16658256.299579 + Penalty 13525.146435 = -16644731.153145
  nChanged 166
		SP:Iteration 38Q (29265.820000 sec): 3 clusters
  Score: Raw -16658302.877111 + Penalty 13525.146435 = -16644777.730676
  nChanged 153
		SP:Iteration 39Q (29266.210000 sec): 3 clusters
  Score: Raw -16658343.845315 + Penalty 13525.146435 = -16644818.698880
  nChanged 141
		SP:Iteration 40F (29266.680000 sec): 3 clusters
  Score: Raw -16658376.002103 + Penalty 13525.146435 = -16644850.855669
  nChanged 113
		SP:Iteration 41Q (29267.070000 sec): 3 clusters
  Score: Raw -16658402.224112 + Penalty 13525.146435 = -16644877.077678
  nChanged 122
		SP:Iteration 42Q (29267.460000 sec): 3 clusters
  Score: Raw -16658429.885219 + Penalty 13525.146435 = -16644904.738784
  nChanged 105
		SP:Iteration 43Q (29267.850000 sec): 3 clusters
  Score: Raw -16658452.408853 + Penalty 13525.146435 = -16644927.262418
  nChanged 92
		SP:Iteration 44Q (29268.240000 sec): 3 clusters
  Score: Raw -16658476.080270 + Penalty 13525.146435 = -16644950.933836
  nChanged 91
		SP:Iteration 45Q (29268.630000 sec): 3 clusters
  Score: Raw -16658496.477268 + Penalty 13525.146435 = -16644971.330834
  nChanged 81
		SP:Iteration 46Q (29269.020000 sec): 3 clusters
  Score: Raw -16658515.388065 + Penalty 13525.146435 = -16644990.241630
  nChanged 78
		SP:Iteration 47Q (29269.410000 sec): 3 clusters
  Score: Raw -16658534.922357 + Penalty 13525.146435 = -16645009.775922
  nChanged 93
		SP:Iteration 48Q (29269.800000 sec): 3 clusters
  Score: Raw -16658556.016635 + Penalty 13525.146435 = -16645030.870201
  nChanged 66
		SP:Iteration 49Q (29270.190000 sec): 3 clusters
  Score: Raw -16658573.614605 + Penalty 13525.146435 = -16645048.468170
  nChanged 73
		SP:Iteration 50Q (29270.570000 sec): 3 clusters
  Score: Raw -16658593.629381 + Penalty 13525.146435 = -16645068.482947
  nChanged 71
		SP:Iteration 51Q (29270.960000 sec): 3 clusters
  Score: Raw -16658614.312526 + Penalty 13525.146435 = -16645089.166091
  nChanged 78
		SP:Iteration 52Q (29271.350000 sec): 3 clusters
  Score: Raw -16658633.996743 + Penalty 13525.146435 = -16645108.850309
  nChanged 60
		SP:Iteration 53Q (29271.730000 sec): 3 clusters
  Score: Raw -16658648.847478 + Penalty 13525.146435 = -16645123.701043
  nChanged 52
		SP:Iteration 54Q (29272.110000 sec): 3 clusters
  Score: Raw -16658661.465938 + Penalty 13525.146435 = -16645136.319503
  nChanged 52
		SP:Iteration 55Q (29272.500000 sec): 3 clusters
  Score: Raw -16658675.808561 + Penalty 13525.146435 = -16645150.662126
  nChanged 51
		SP:Iteration 56Q (29272.880000 sec): 3 clusters
  Score: Raw -16658688.614109 + Penalty 13525.146435 = -16645163.467674
  nChanged 43
		SP:Iteration 57Q (29273.270000 sec): 3 clusters
  Score: Raw -16658698.689832 + Penalty 13525.146435 = -16645173.543397
  nChanged 29
		SP:Iteration 58Q (29273.650000 sec): 3 clusters
  Score: Raw -16658705.390241 + Penalty 13525.146435 = -16645180.243807
  nChanged 33
		SP:Iteration 59Q (29274.030000 sec): 3 clusters
  Score: Raw -16658713.757971 + Penalty 13525.146435 = -16645188.611536
  nChanged 30
		SP:Iteration 60F (29274.510000 sec): 3 clusters
  Score: Raw -16658721.576852 + Penalty 13525.146435 = -16645196.430418
  nChanged 30
		SP:Iteration 61Q (29274.890000 sec): 3 clusters
  Score: Raw -16658728.634182 + Penalty 13525.146435 = -16645203.487747
  nChanged 28
		SP:Iteration 62Q (29275.270000 sec): 3 clusters
  Score: Raw -16658736.000834 + Penalty 13525.146435 = -16645210.854399
  nChanged 36
		SP:Iteration 63Q (29275.660000 sec): 3 clusters
  Score: Raw -16658744.428408 + Penalty 13525.146435 = -16645219.281973
  nChanged 32
		SP:Iteration 64Q (29276.040000 sec): 3 clusters
  Score: Raw -16658751.402207 + Penalty 13525.146435 = -16645226.255773
  nChanged 24
		SP:Iteration 65Q (29276.430000 sec): 3 clusters
  Score: Raw -16658756.623663 + Penalty 13525.146435 = -16645231.477229
  nChanged 23
		SP:Iteration 66Q (29276.810000 sec): 3 clusters
  Score: Raw -16658762.143318 + Penalty 13525.146435 = -16645236.996883
  nChanged 24
		SP:Iteration 67Q (29277.190000 sec): 3 clusters
  Score: Raw -16658767.730132 + Penalty 13525.146435 = -16645242.583698
  nChanged 20
		SP:Iteration 68Q (29277.570000 sec): 3 clusters
  Score: Raw -16658772.589364 + Penalty 13525.146435 = -16645247.442930
  nChanged 21
		SP:Iteration 69Q (29277.960000 sec): 3 clusters
  Score: Raw -16658778.153693 + Penalty 13525.146435 = -16645253.007258
  nChanged 16
		SP:Iteration 70Q (29278.340000 sec): 3 clusters
  Score: Raw -16658781.850887 + Penalty 13525.146435 = -16645256.704452
  nChanged 20
		SP:Iteration 71Q (29278.720000 sec): 3 clusters
  Score: Raw -16658786.966306 + Penalty 13525.146435 = -16645261.819871
  nChanged 16
		SP:Iteration 72Q (29279.110000 sec): 3 clusters
  Score: Raw -16658791.212713 + Penalty 13525.146435 = -16645266.066278
  nChanged 19
		SP:Iteration 73Q (29279.490000 sec): 3 clusters
  Score: Raw -16658796.094236 + Penalty 13525.146435 = -16645270.947801
  nChanged 19
		SP:Iteration 74Q (29279.870000 sec): 3 clusters
  Score: Raw -16658800.702157 + Penalty 13525.146435 = -16645275.555723
  nChanged 17
		SP:Iteration 75Q (29280.250000 sec): 3 clusters
  Score: Raw -16658804.390298 + Penalty 13525.146435 = -16645279.243863
  nChanged 15
		SP:Iteration 76Q (29280.630000 sec): 3 clusters
  Score: Raw -16658808.434990 + Penalty 13525.146435 = -16645283.288555
  nChanged 19
		SP:Iteration 77Q (29281.010000 sec): 3 clusters
  Score: Raw -16658812.433873 + Penalty 13525.146435 = -16645287.287439
  nChanged 13
		SP:Iteration 78Q (29281.390000 sec): 3 clusters
  Score: Raw -16658815.359192 + Penalty 13525.146435 = -16645290.212757
  nChanged 11
		SP:Iteration 79Q (29281.770000 sec): 3 clusters
  Score: Raw -16658818.133669 + Penalty 13525.146435 = -16645292.987234
  nChanged 16
		SP:Iteration 80F (29282.240000 sec): 3 clusters
  Score: Raw -16658821.666605 + Penalty 13525.146435 = -16645296.520171
  nChanged 9
		SP:Iteration 81Q (29282.620000 sec): 3 clusters
  Score: Raw -16658824.278574 + Penalty 13525.146435 = -16645299.132139
  nChanged 10
		SP:Iteration 82Q (29283.000000 sec): 3 clusters
  Score: Raw -16658827.333226 + Penalty 13525.146435 = -16645302.186792
  nChanged 14
		SP:Iteration 83Q (29283.380000 sec): 3 clusters
  Score: Raw -16658830.717423 + Penalty 13525.146435 = -16645305.570988
  nChanged 9
		SP:Iteration 84Q (29283.760000 sec): 3 clusters
  Score: Raw -16658833.039721 + Penalty 13525.146435 = -16645307.893287
  nChanged 9
		SP:Iteration 85Q (29284.140000 sec): 3 clusters
  Score: Raw -16658835.731266 + Penalty 13525.146435 = -16645310.584832
  nChanged 9
		SP:Iteration 86Q (29284.520000 sec): 3 clusters
  Score: Raw -16658838.282614 + Penalty 13525.146435 = -16645313.136180
  nChanged 9
		SP:Iteration 87Q (29284.900000 sec): 3 clusters
  Score: Raw -16658840.265607 + Penalty 13525.146435 = -16645315.119173
  nChanged 8
		SP:Iteration 88Q (29285.270000 sec): 3 clusters
  Score: Raw -16658842.214253 + Penalty 13525.146435 = -16645317.067818
  nChanged 9
		SP:Iteration 89Q (29285.650000 sec): 3 clusters
  Score: Raw -16658844.244019 + Penalty 13525.146435 = -16645319.097585
  nChanged 6
		SP:Iteration 90Q (29286.030000 sec): 3 clusters
  Score: Raw -16658845.763240 + Penalty 13525.146435 = -16645320.616805
  nChanged 10
		SP:Iteration 91Q (29286.410000 sec): 3 clusters
  Score: Raw -16658848.369012 + Penalty 13525.146435 = -16645323.222578
  nChanged 4
		SP:Iteration 92Q (29286.790000 sec): 3 clusters
  Score: Raw -16658849.203547 + Penalty 13525.146435 = -16645324.057112
  nChanged 6
		SP:Iteration 93Q (29287.170000 sec): 3 clusters
  Score: Raw -16658850.431357 + Penalty 13525.146435 = -16645325.284923
  nChanged 1
		SP:Iteration 94Q (29287.540000 sec): 3 clusters
  Score: Raw -16658850.602733 + Penalty 13525.146435 = -16645325.456299
  nChanged 1
		SP:Iteration 95Q (29287.920000 sec): 3 clusters
  Score: Raw -16658850.753189 + Penalty 13525.146435 = -16645325.606754
  nChanged 2
		SP:Iteration 96Q (29288.300000 sec): 3 clusters
  Score: Raw -16658851.060067 + Penalty 13525.146435 = -16645325.913632
  nChanged 1
		SP:Iteration 97Q (29288.670000 sec): 3 clusters
  Score: Raw -16658851.234323 + Penalty 13525.146435 = -16645326.087888
  nChanged 1
		SP:Iteration 98Q (29289.050000 sec): 3 clusters
  Score: Raw -16658851.495803 + Penalty 13525.146435 = -16645326.349368
  nChanged 1
		SP:Iteration 99Q (29289.430000 sec): 3 clusters
  Score: Raw -16658851.562252 + Penalty 13525.146435 = -16645326.415818
  nChanged 1
		SP:Iteration 100F (29289.900000 sec): 3 clusters
  Score: Raw -16658851.696585 + Penalty 13525.146435 = -16645326.550151
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (16712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29290.040000 sec): 2 clusters
  Score: Raw -4428107.834201 + Penalty 5955.877911 = -4422151.956290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29290.170000 sec): 3 clusters
  Score: Raw -4419692.948686 + Penalty 11911.755821 = -4407781.192864
  nChanged 6620
		SP:Iteration 1F (29290.290000 sec): 3 clusters
  Score: Raw -4423138.299549 + Penalty 11911.755821 = -4411226.543727
  nChanged 1118
		SP:Iteration 2F (29290.420000 sec): 3 clusters
  Score: Raw -4423655.675905 + Penalty 11911.755821 = -4411743.920084
  nChanged 785
		SP:Iteration 3Q (29290.550000 sec): 3 clusters
  Score: Raw -4424015.429611 + Penalty 11911.755821 = -4412103.673789
  nChanged 626
		SP:Iteration 4Q (29290.670000 sec): 3 clusters
  Score: Raw -4424291.416761 + Penalty 11911.755821 = -4412379.660939
  nChanged 532
		SP:Iteration 5Q (29290.800000 sec): 3 clusters
  Score: Raw -4424532.100057 + Penalty 11911.755821 = -4412620.344236
  nChanged 475
		SP:Iteration 6Q (29290.930000 sec): 3 clusters
  Score: Raw -4424787.879966 + Penalty 11911.755821 = -4412876.124144
  nChanged 513
		SP:Iteration 7Q (29291.050000 sec): 3 clusters
  Score: Raw -4425084.314931 + Penalty 11911.755821 = -4413172.559109
  nChanged 570
		SP:Iteration 8Q (29291.180000 sec): 3 clusters
  Score: Raw -4425454.649969 + Penalty 11911.755821 = -4413542.894148
  nChanged 643
		SP:Iteration 9Q (29291.310000 sec): 3 clusters
  Score: Raw -4425877.260743 + Penalty 11911.755821 = -4413965.504921
  nChanged 659
		SP:Iteration 10Q (29291.430000 sec): 3 clusters
  Score: Raw -4426289.490880 + Penalty 11911.755821 = -4414377.735058
  nChanged 643
		SP:Iteration 11Q (29291.570000 sec): 3 clusters
  Score: Raw -4426664.095743 + Penalty 11911.755821 = -4414752.339922
  nChanged 568
		SP:Iteration 12Q (29291.690000 sec): 3 clusters
  Score: Raw -4426948.977850 + Penalty 11911.755821 = -4415037.222028
  nChanged 448
		SP:Iteration 13Q (29291.810000 sec): 3 clusters
  Score: Raw -4427151.237846 + Penalty 11911.755821 = -4415239.482024
  nChanged 388
		SP:Iteration 14Q (29291.940000 sec): 3 clusters
  Score: Raw -4427319.117308 + Penalty 11911.755821 = -4415407.361486
  nChanged 346
		SP:Iteration 15Q (29292.070000 sec): 3 clusters
  Score: Raw -4427465.977215 + Penalty 11911.755821 = -4415554.221394
  nChanged 298
		SP:Iteration 16Q (29292.190000 sec): 3 clusters
  Score: Raw -4427587.322028 + Penalty 11911.755821 = -4415675.566207
  nChanged 253
		SP:Iteration 17Q (29292.320000 sec): 3 clusters
  Score: Raw -4427672.879664 + Penalty 11911.755821 = -4415761.123843
  nChanged 204
		SP:Iteration 18Q (29292.440000 sec): 3 clusters
  Score: Raw -4427740.309435 + Penalty 11911.755821 = -4415828.553614
  nChanged 182
		SP:Iteration 19Q (29292.570000 sec): 3 clusters
  Score: Raw -4427795.250179 + Penalty 11911.755821 = -4415883.494358
  nChanged 143
		SP:Iteration 20F (29292.690000 sec): 3 clusters
  Score: Raw -4427833.042047 + Penalty 11911.755821 = -4415921.286225
  nChanged 134
		SP:Iteration 21Q (29292.820000 sec): 3 clusters
  Score: Raw -4427865.172770 + Penalty 11911.755821 = -4415953.416948
  nChanged 100
		SP:Iteration 22Q (29292.950000 sec): 3 clusters
  Score: Raw -4427892.060585 + Penalty 11911.755821 = -4415980.304763
  nChanged 76
		SP:Iteration 23Q (29293.070000 sec): 3 clusters
  Score: Raw -4427908.554997 + Penalty 11911.755821 = -4415996.799175
  nChanged 48
		SP:Iteration 24Q (29293.200000 sec): 3 clusters
  Score: Raw -4427918.591761 + Penalty 11911.755821 = -4416006.835940
  nChanged 47
		SP:Iteration 25Q (29293.320000 sec): 3 clusters
  Score: Raw -4427929.097696 + Penalty 11911.755821 = -4416017.341874
  nChanged 38
		SP:Iteration 26Q (29293.450000 sec): 3 clusters
  Score: Raw -4427936.584287 + Penalty 11911.755821 = -4416024.828465
  nChanged 23
		SP:Iteration 27Q (29293.570000 sec): 3 clusters
  Score: Raw -4427941.119660 + Penalty 11911.755821 = -4416029.363838
  nChanged 23
		SP:Iteration 28Q (29293.700000 sec): 3 clusters
  Score: Raw -4427946.412282 + Penalty 11911.755821 = -4416034.656461
  nChanged 22
		SP:Iteration 29Q (29293.820000 sec): 3 clusters
  Score: Raw -4427950.956135 + Penalty 11911.755821 = -4416039.200314
  nChanged 26
		SP:Iteration 30Q (29293.950000 sec): 3 clusters
  Score: Raw -4427956.246889 + Penalty 11911.755821 = -4416044.491068
  nChanged 25
		SP:Iteration 31Q (29294.070000 sec): 3 clusters
  Score: Raw -4427960.939529 + Penalty 11911.755821 = -4416049.183708
  nChanged 25
		SP:Iteration 32Q (29294.200000 sec): 3 clusters
  Score: Raw -4427966.462215 + Penalty 11911.755821 = -4416054.706394
  nChanged 22
		SP:Iteration 33Q (29294.320000 sec): 3 clusters
  Score: Raw -4427970.768087 + Penalty 11911.755821 = -4416059.012265
  nChanged 18
		SP:Iteration 34Q (29294.450000 sec): 3 clusters
  Score: Raw -4427974.669032 + Penalty 11911.755821 = -4416062.913210
  nChanged 24
		SP:Iteration 35Q (29294.570000 sec): 3 clusters
  Score: Raw -4427979.175314 + Penalty 11911.755821 = -4416067.419493
  nChanged 23
		SP:Iteration 36Q (29294.700000 sec): 3 clusters
  Score: Raw -4427983.267514 + Penalty 11911.755821 = -4416071.511693
  nChanged 23
		SP:Iteration 37Q (29294.820000 sec): 3 clusters
  Score: Raw -4427987.380396 + Penalty 11911.755821 = -4416075.624575
  nChanged 17
		SP:Iteration 38Q (29294.950000 sec): 3 clusters
  Score: Raw -4427990.966075 + Penalty 11911.755821 = -4416079.210254
  nChanged 19
		SP:Iteration 39Q (29295.070000 sec): 3 clusters
  Score: Raw -4427995.223269 + Penalty 11911.755821 = -4416083.467448
  nChanged 18
		SP:Iteration 40F (29295.200000 sec): 3 clusters
  Score: Raw -4427998.263355 + Penalty 11911.755821 = -4416086.507533
  nChanged 22
		SP:Iteration 41Q (29295.330000 sec): 3 clusters
  Score: Raw -4428002.334214 + Penalty 11911.755821 = -4416090.578393
  nChanged 18
		SP:Iteration 42Q (29295.450000 sec): 3 clusters
  Score: Raw -4428005.518267 + Penalty 11911.755821 = -4416093.762445
  nChanged 10
		SP:Iteration 43Q (29295.580000 sec): 3 clusters
  Score: Raw -4428007.145575 + Penalty 11911.755821 = -4416095.389754
  nChanged 6
		SP:Iteration 44Q (29295.700000 sec): 3 clusters
  Score: Raw -4428008.374431 + Penalty 11911.755821 = -4416096.618610
  nChanged 6
		SP:Iteration 45Q (29295.830000 sec): 3 clusters
  Score: Raw -4428009.470377 + Penalty 11911.755821 = -4416097.714556
  nChanged 7
		SP:Iteration 46Q (29295.950000 sec): 3 clusters
  Score: Raw -4428010.861238 + Penalty 11911.755821 = -4416099.105417
  nChanged 4
		SP:Iteration 47Q (29296.080000 sec): 3 clusters
  Score: Raw -4428011.576969 + Penalty 11911.755821 = -4416099.821148
  nChanged 3
		SP:Iteration 48Q (29296.210000 sec): 3 clusters
  Score: Raw -4428011.965674 + Penalty 11911.755821 = -4416100.209852
  nChanged 1
		SP:Iteration 49Q (29296.330000 sec): 3 clusters
  Score: Raw -4428012.123011 + Penalty 11911.755821 = -4416100.367189
  nChanged 1
		SP:Iteration 50Q (29296.450000 sec): 3 clusters
  Score: Raw -4428012.219882 + Penalty 11911.755821 = -4416100.464061
  nChanged 3
		SP:Iteration 51Q (29296.580000 sec): 3 clusters
  Score: Raw -4428013.100871 + Penalty 11911.755821 = -4416101.345049
  nChanged 3
		SP:Iteration 52Q (29296.710000 sec): 3 clusters
  Score: Raw -4428013.729954 + Penalty 11911.755821 = -4416101.974132
  nChanged 4
		SP:Iteration 53Q (29296.830000 sec): 3 clusters
  Score: Raw -4428014.635778 + Penalty 11911.755821 = -4416102.879957
  nChanged 7
		SP:Iteration 54Q (29296.950000 sec): 3 clusters
  Score: Raw -4428016.027166 + Penalty 11911.755821 = -4416104.271344
  nChanged 6
		SP:Iteration 55Q (29297.080000 sec): 3 clusters
  Score: Raw -4428016.902421 + Penalty 11911.755821 = -4416105.146600
  nChanged 6
		SP:Iteration 56Q (29297.210000 sec): 3 clusters
  Score: Raw -4428017.782898 + Penalty 11911.755821 = -4416106.027077
  nChanged 3
		SP:Iteration 57Q (29297.330000 sec): 3 clusters
  Score: Raw -4428018.341582 + Penalty 11911.755821 = -4416106.585760
  nChanged 0
		SP:Iteration 58F (29297.460000 sec): 3 clusters
  Score: Raw -4428018.341582 + Penalty 11911.755821 = -4416106.585760
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (47879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29297.790000 sec): 2 clusters
  Score: Raw -12540539.089670 + Penalty 6600.564768 = -12533938.524902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29298.150000 sec): 3 clusters
  Score: Raw -12512809.755769 + Penalty 13201.129536 = -12499608.626234
  nChanged 21071
		SP:Iteration 1F (29298.520000 sec): 3 clusters
  Score: Raw -12523928.695647 + Penalty 13201.129536 = -12510727.566112
  nChanged 2525
		SP:Iteration 2F (29298.890000 sec): 3 clusters
  Score: Raw -12524807.048515 + Penalty 13201.129536 = -12511605.918980
  nChanged 2061
		SP:Iteration 3Q (29299.270000 sec): 3 clusters
  Score: Raw -12525472.270896 + Penalty 13201.129536 = -12512271.141361
  nChanged 1830
		SP:Iteration 4Q (29299.640000 sec): 3 clusters
  Score: Raw -12526048.436132 + Penalty 13201.129536 = -12512847.306597
  nChanged 1638
		SP:Iteration 5Q (29300.010000 sec): 3 clusters
  Score: Raw -12526582.083313 + Penalty 13201.129536 = -12513380.953778
  nChanged 1547
		SP:Iteration 6Q (29300.380000 sec): 3 clusters
  Score: Raw -12527127.455038 + Penalty 13201.129536 = -12513926.325503
  nChanged 1499
		SP:Iteration 7Q (29300.750000 sec): 3 clusters
  Score: Raw -12527699.218005 + Penalty 13201.129536 = -12514498.088470
  nChanged 1462
		SP:Iteration 8Q (29301.120000 sec): 3 clusters
  Score: Raw -12528325.851898 + Penalty 13201.129536 = -12515124.722362
  nChanged 1530
		SP:Iteration 9Q (29301.500000 sec): 3 clusters
  Score: Raw -12529016.500845 + Penalty 13201.129536 = -12515815.371309
  nChanged 1535
		SP:Iteration 10Q (29301.870000 sec): 3 clusters
  Score: Raw -12529706.640251 + Penalty 13201.129536 = -12516505.510715
  nChanged 1484
		SP:Iteration 11Q (29302.230000 sec): 3 clusters
  Score: Raw -12530387.761672 + Penalty 13201.129536 = -12517186.632137
  nChanged 1575
		SP:Iteration 12Q (29302.600000 sec): 3 clusters
  Score: Raw -12531142.968190 + Penalty 13201.129536 = -12517941.838655
  nChanged 1682
		SP:Iteration 13Q (29302.960000 sec): 3 clusters
  Score: Raw -12531968.469457 + Penalty 13201.129536 = -12518767.339922
  nChanged 1779
		SP:Iteration 14Q (29303.320000 sec): 3 clusters
  Score: Raw -12532910.869976 + Penalty 13201.129536 = -12519709.740440
  nChanged 1866
		SP:Iteration 15Q (29303.680000 sec): 3 clusters
  Score: Raw -12533948.825338 + Penalty 13201.129536 = -12520747.695803
  nChanged 1937
		SP:Iteration 16Q (29304.040000 sec): 3 clusters
  Score: Raw -12535094.586831 + Penalty 13201.129536 = -12521893.457296
  nChanged 1952
		SP:Iteration 17Q (29304.380000 sec): 3 clusters
  Score: Raw -12536291.757111 + Penalty 13201.129536 = -12523090.627575
  nChanged 1895
		SP:Iteration 18Q (29304.720000 sec): 3 clusters
  Score: Raw -12537521.834876 + Penalty 13201.129536 = -12524320.705340
  nChanged 1647
		SP:Iteration 19Q (29305.060000 sec): 3 clusters
  Score: Raw -12538649.785707 + Penalty 13201.129536 = -12525448.656172
  nChanged 1371
		SP:Iteration 20F (29305.430000 sec): 3 clusters
  Score: Raw -12539576.056207 + Penalty 13201.129536 = -12526374.926671
  nChanged 970
		SP:Iteration 21Q (29305.750000 sec): 3 clusters
  Score: Raw -12540229.807624 + Penalty 13201.129536 = -12527028.678088
  nChanged 654
		SP:Iteration 22Q (29306.070000 sec): 3 clusters
  Score: Raw -12540669.506334 + Penalty 13201.129536 = -12527468.376799
  nChanged 466
		SP:Iteration 23Q (29306.380000 sec): 3 clusters
  Score: Raw -12540961.494978 + Penalty 13201.129536 = -12527760.365442
  nChanged 306
		SP:Iteration 24Q (29306.680000 sec): 3 clusters
  Score: Raw -12541163.126548 + Penalty 13201.129536 = -12527961.997013
  nChanged 224
		SP:Iteration 25Q (29306.980000 sec): 3 clusters
  Score: Raw -12541304.656889 + Penalty 13201.129536 = -12528103.527354
  nChanged 130
		SP:Iteration 26Q (29307.280000 sec): 3 clusters
  Score: Raw -12541388.345646 + Penalty 13201.129536 = -12528187.216110
  nChanged 114
		SP:Iteration 27Q (29307.570000 sec): 3 clusters
  Score: Raw -12541467.444107 + Penalty 13201.129536 = -12528266.314571
  nChanged 85
		SP:Iteration 28Q (29307.860000 sec): 3 clusters
  Score: Raw -12541524.559642 + Penalty 13201.129536 = -12528323.430107
  nChanged 48
		SP:Iteration 29Q (29308.160000 sec): 3 clusters
  Score: Raw -12541560.338766 + Penalty 13201.129536 = -12528359.209231
  nChanged 45
		SP:Iteration 30Q (29308.450000 sec): 3 clusters
  Score: Raw -12541590.691989 + Penalty 13201.129536 = -12528389.562454
  nChanged 33
		SP:Iteration 31Q (29308.730000 sec): 3 clusters
  Score: Raw -12541610.910277 + Penalty 13201.129536 = -12528409.780741
  nChanged 25
		SP:Iteration 32Q (29309.020000 sec): 3 clusters
  Score: Raw -12541627.673003 + Penalty 13201.129536 = -12528426.543467
  nChanged 22
		SP:Iteration 33Q (29309.300000 sec): 3 clusters
  Score: Raw -12541643.188551 + Penalty 13201.129536 = -12528442.059015
  nChanged 31
		SP:Iteration 34Q (29309.590000 sec): 3 clusters
  Score: Raw -12541664.975095 + Penalty 13201.129536 = -12528463.845559
  nChanged 27
		SP:Iteration 35Q (29309.870000 sec): 3 clusters
  Score: Raw -12541684.718942 + Penalty 13201.129536 = -12528483.589407
  nChanged 29
		SP:Iteration 36Q (29310.150000 sec): 3 clusters
  Score: Raw -12541705.984412 + Penalty 13201.129536 = -12528504.854876
  nChanged 19
		SP:Iteration 37Q (29310.430000 sec): 3 clusters
  Score: Raw -12541718.537449 + Penalty 13201.129536 = -12528517.407914
  nChanged 13
		SP:Iteration 38Q (29310.710000 sec): 3 clusters
  Score: Raw -12541726.954151 + Penalty 13201.129536 = -12528525.824616
  nChanged 10
		SP:Iteration 39Q (29310.990000 sec): 3 clusters
  Score: Raw -12541731.864357 + Penalty 13201.129536 = -12528530.734822
  nChanged 6
		SP:Iteration 40F (29311.360000 sec): 3 clusters
  Score: Raw -12541735.048719 + Penalty 13201.129536 = -12528533.919183
  nChanged 5
		SP:Iteration 41Q (29311.650000 sec): 3 clusters
  Score: Raw -12541737.958143 + Penalty 13201.129536 = -12528536.828607
  nChanged 5
		SP:Iteration 42Q (29311.930000 sec): 3 clusters
  Score: Raw -12541742.888519 + Penalty 13201.129536 = -12528541.758983
  nChanged 3
		SP:Iteration 43Q (29312.210000 sec): 3 clusters
  Score: Raw -12541744.980110 + Penalty 13201.129536 = -12528543.850574
  nChanged 4
		SP:Iteration 44Q (29312.490000 sec): 3 clusters
  Score: Raw -12541748.077258 + Penalty 13201.129536 = -12528546.947722
  nChanged 7
		SP:Iteration 45Q (29312.770000 sec): 3 clusters
  Score: Raw -12541752.598853 + Penalty 13201.129536 = -12528551.469318
  nChanged 7
		SP:Iteration 46Q (29313.060000 sec): 3 clusters
  Score: Raw -12541758.528384 + Penalty 13201.129536 = -12528557.398849
  nChanged 3
		SP:Iteration 47Q (29313.340000 sec): 3 clusters
  Score: Raw -12541760.480734 + Penalty 13201.129536 = -12528559.351199
  nChanged 2
		SP:Iteration 48Q (29313.620000 sec): 3 clusters
  Score: Raw -12541762.555951 + Penalty 13201.129536 = -12528561.426416
  nChanged 1
		SP:Iteration 49Q (29313.900000 sec): 3 clusters
  Score: Raw -12541762.853759 + Penalty 13201.129536 = -12528561.724224
  nChanged 1
		SP:Iteration 50Q (29314.180000 sec): 3 clusters
  Score: Raw -12541763.134410 + Penalty 13201.129536 = -12528562.004875
  nChanged 0
		SP:Iteration 51F (29314.550000 sec): 3 clusters
  Score: Raw -12541763.134410 + Penalty 13201.129536 = -12528562.004875
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29314.590000 sec): 2 clusters
  Score: Raw -173283.925756 + Penalty 4076.457215 = -169207.468541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29314.590000 sec): 3 clusters
  Score: Raw -173662.063904 + Penalty 8152.914429 = -165509.149475
  nChanged 142
		SP:Iteration 1F (29314.600000 sec): 3 clusters
  Score: Raw -174343.700599 + Penalty 8152.914429 = -166190.786170
  nChanged 75
		SP:Iteration 2F (29314.600000 sec): 3 clusters
  Score: Raw -175042.964301 + Penalty 8152.914429 = -166890.049871
  nChanged 64
		SP:Iteration 3F (29314.610000 sec): 3 clusters
  Score: Raw -175846.086664 + Penalty 8152.914429 = -167693.172235
  nChanged 59
		SP:Iteration 4F (29314.610000 sec): 3 clusters
  Score: Raw -176731.110439 + Penalty 8152.914429 = -168578.196010
  nChanged 52
		SP:Iteration 5F (29314.620000 sec): 3 clusters
  Score: Raw -177596.966776 + Penalty 8152.914429 = -169444.052347
  nChanged 33
		SP:Iteration 6Q (29314.630000 sec): 3 clusters
  Score: Raw -178350.106668 + Penalty 8152.914429 = -170197.192239
  nChanged 19
		SP:Iteration 7Q (29314.630000 sec): 3 clusters
  Score: Raw -178669.930613 + Penalty 8152.914429 = -170517.016183
  nChanged 12
		SP:Iteration 8Q (29314.630000 sec): 3 clusters
  Score: Raw -178909.380434 + Penalty 8152.914429 = -170756.466005
  nChanged 11
		SP:Iteration 9Q (29314.640000 sec): 3 clusters
  Score: Raw -179261.351914 + Penalty 8152.914429 = -171108.437484
  nChanged 9
		SP:Iteration 10Q (29314.640000 sec): 3 clusters
  Score: Raw -179513.937277 + Penalty 8152.914429 = -171361.022848
  nChanged 15
		SP:Iteration 11Q (29314.650000 sec): 3 clusters
  Score: Raw -179745.824426 + Penalty 8152.914429 = -171592.909997
  nChanged 7
		SP:Iteration 12Q (29314.650000 sec): 3 clusters
  Score: Raw -179868.951799 + Penalty 8152.914429 = -171716.037370
  nChanged 5
		SP:Iteration 13Q (29314.660000 sec): 3 clusters
  Score: Raw -179961.912892 + Penalty 8152.914429 = -171808.998462
  nChanged 4
		SP:Iteration 14Q (29314.660000 sec): 3 clusters
  Score: Raw -180017.575275 + Penalty 8152.914429 = -171864.660845
  nChanged 1
		SP:Iteration 15Q (29314.670000 sec): 3 clusters
  Score: Raw -180030.683286 + Penalty 8152.914429 = -171877.768856
  nChanged 0
		SP:Iteration 16F (29314.670000 sec): 3 clusters
  Score: Raw -180071.854658 + Penalty 8152.914429 = -171918.940229
  nChanged 7
		SP:Iteration 17Q (29314.670000 sec): 3 clusters
  Score: Raw -180132.600839 + Penalty 8152.914429 = -171979.686410
  nChanged 3
		SP:Iteration 18Q (29314.680000 sec): 3 clusters
  Score: Raw -180157.493515 + Penalty 8152.914429 = -172004.579086
  nChanged 1
		SP:Iteration 19Q (29314.690000 sec): 3 clusters
  Score: Raw -180160.191068 + Penalty 8152.914429 = -172007.276639
  nChanged 1
		SP:Iteration 20F (29314.690000 sec): 3 clusters
  Score: Raw -180164.156721 + Penalty 8152.914429 = -172011.242292
  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 23.77 GB.

 Trying to split cluster 33 (18305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29314.830000 sec): 2 clusters
  Score: Raw -4804841.716574 + Penalty 6011.644334 = -4798830.072240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29314.970000 sec): 3 clusters
  Score: Raw -4795392.336805 + Penalty 12023.288669 = -4783369.048136
  nChanged 7331
		SP:Iteration 1F (29315.110000 sec): 3 clusters
  Score: Raw -4799575.731612 + Penalty 12023.288669 = -4787552.442943
  nChanged 1412
		SP:Iteration 2F (29315.250000 sec): 3 clusters
  Score: Raw -4800517.565841 + Penalty 12023.288669 = -4788494.277172
  nChanged 1127
		SP:Iteration 3F (29315.390000 sec): 3 clusters
  Score: Raw -4801337.821792 + Penalty 12023.288669 = -4789314.533123
  nChanged 1074
		SP:Iteration 4F (29315.530000 sec): 3 clusters
  Score: Raw -4802163.295529 + Penalty 12023.288669 = -4790140.006861
  nChanged 1049
		SP:Iteration 5F (29315.670000 sec): 3 clusters
  Score: Raw -4803105.641951 + Penalty 12023.288669 = -4791082.353283
  nChanged 1056
		SP:Iteration 6F (29315.800000 sec): 3 clusters
  Score: Raw -4804064.001868 + Penalty 12023.288669 = -4792040.713199
  nChanged 994
		SP:Iteration 7F (29315.940000 sec): 3 clusters
  Score: Raw -4805036.155492 + Penalty 12023.288669 = -4793012.866824
  nChanged 968
		SP:Iteration 8F (29316.080000 sec): 3 clusters
  Score: Raw -4805991.995546 + Penalty 12023.288669 = -4793968.706877
  nChanged 925
		SP:Iteration 9F (29316.220000 sec): 3 clusters
  Score: Raw -4806927.832064 + Penalty 12023.288669 = -4794904.543395
  nChanged 846
		SP:Iteration 10Q (29316.350000 sec): 3 clusters
  Score: Raw -4807716.978178 + Penalty 12023.288669 = -4795693.689509
  nChanged 686
		SP:Iteration 11Q (29316.480000 sec): 3 clusters
  Score: Raw -4808269.091712 + Penalty 12023.288669 = -4796245.803043
  nChanged 496
		SP:Iteration 12Q (29316.610000 sec): 3 clusters
  Score: Raw -4808549.033145 + Penalty 12023.288669 = -4796525.744476
  nChanged 361
		SP:Iteration 13Q (29316.730000 sec): 3 clusters
  Score: Raw -4808724.961300 + Penalty 12023.288669 = -4796701.672631
  nChanged 286
		SP:Iteration 14Q (29316.850000 sec): 3 clusters
  Score: Raw -4808893.456973 + Penalty 12023.288669 = -4796870.168304
  nChanged 327
		SP:Iteration 15Q (29316.980000 sec): 3 clusters
  Score: Raw -4809165.503449 + Penalty 12023.288669 = -4797142.214780
  nChanged 386
		SP:Iteration 16Q (29317.100000 sec): 3 clusters
  Score: Raw -4809597.187742 + Penalty 12023.288669 = -4797573.899074
  nChanged 377
		SP:Iteration 17Q (29317.220000 sec): 3 clusters
  Score: Raw -4810229.080611 + Penalty 12023.288669 = -4798205.791943
  nChanged 387
		SP:Iteration 18Q (29317.340000 sec): 3 clusters
  Score: Raw -4810947.638805 + Penalty 12023.288669 = -4798924.350136
  nChanged 318
		SP:Iteration 19Q (29317.450000 sec): 3 clusters
  Score: Raw -4811441.705224 + Penalty 12023.288669 = -4799418.416556
  nChanged 215
		SP:Iteration 20F (29317.590000 sec): 3 clusters
  Score: Raw -4811745.202509 + Penalty 12023.288669 = -4799721.913840
  nChanged 196
		SP:Iteration 21Q (29317.690000 sec): 3 clusters
  Score: Raw -4812133.934245 + Penalty 12023.288669 = -4800110.645576
  nChanged 180
		SP:Iteration 22Q (29317.800000 sec): 3 clusters
  Score: Raw -4812579.821745 + Penalty 12023.288669 = -4800556.533076
  nChanged 167
		SP:Iteration 23Q (29317.900000 sec): 3 clusters
  Score: Raw -4812984.756539 + Penalty 12023.288669 = -4800961.467871
  nChanged 104
		SP:Iteration 24Q (29318.010000 sec): 3 clusters
  Score: Raw -4813097.878551 + Penalty 12023.288669 = -4801074.589882
  nChanged 43
		SP:Iteration 25Q (29318.110000 sec): 3 clusters
  Score: Raw -4813121.921141 + Penalty 12023.288669 = -4801098.632472
  nChanged 22
		SP:Iteration 26Q (29318.210000 sec): 3 clusters
  Score: Raw -4813128.527801 + Penalty 12023.288669 = -4801105.239132
  nChanged 13
		SP:Iteration 27Q (29318.310000 sec): 3 clusters
  Score: Raw -4813132.024660 + Penalty 12023.288669 = -4801108.735991
  nChanged 7
		SP:Iteration 28Q (29318.410000 sec): 3 clusters
  Score: Raw -4813133.990982 + Penalty 12023.288669 = -4801110.702314
  nChanged 6
		SP:Iteration 29Q (29318.510000 sec): 3 clusters
  Score: Raw -4813135.674844 + Penalty 12023.288669 = -4801112.386175
  nChanged 3
		SP:Iteration 30Q (29318.610000 sec): 3 clusters
  Score: Raw -4813136.593044 + Penalty 12023.288669 = -4801113.304376
  nChanged 0
		SP:Iteration 31F (29318.750000 sec): 3 clusters
  Score: Raw -4813136.593044 + Penalty 12023.288669 = -4801113.304376
  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 23.77 GB.

 Trying to split cluster 34 (80896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29319.310000 sec): 2 clusters
  Score: Raw -22054671.823767 + Penalty 6921.813291 = -22047750.010477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29319.920000 sec): 3 clusters
  Score: Raw -22005968.993484 + Penalty 13843.626581 = -21992125.366903
  nChanged 36432
		SP:Iteration 1F (29320.540000 sec): 3 clusters
  Score: Raw -22025879.338216 + Penalty 13843.626581 = -22012035.711635
  nChanged 3656
		SP:Iteration 2Q (29321.160000 sec): 3 clusters
  Score: Raw -22027017.575937 + Penalty 13843.626581 = -22013173.949356
  nChanged 3261
		SP:Iteration 3Q (29321.790000 sec): 3 clusters
  Score: Raw -22028006.181679 + Penalty 13843.626581 = -22014162.555098
  nChanged 2971
		SP:Iteration 4Q (29322.410000 sec): 3 clusters
  Score: Raw -22028975.209455 + Penalty 13843.626581 = -22015131.582874
  nChanged 2849
		SP:Iteration 5Q (29323.030000 sec): 3 clusters
  Score: Raw -22029984.995330 + Penalty 13843.626581 = -22016141.368749
  nChanged 3071
		SP:Iteration 6Q (29323.650000 sec): 3 clusters
  Score: Raw -22031274.189001 + Penalty 13843.626581 = -22017430.562420
  nChanged 3569
		SP:Iteration 7Q (29324.280000 sec): 3 clusters
  Score: Raw -22032999.529385 + Penalty 13843.626581 = -22019155.902804
  nChanged 4261
		SP:Iteration 8F (29324.890000 sec): 3 clusters
  Score: Raw -22035561.150447 + Penalty 13843.626581 = -22021717.523866
  nChanged 5042
		SP:Iteration 9F (29325.510000 sec): 3 clusters
  Score: Raw -22039189.310416 + Penalty 13843.626581 = -22025345.683835
  nChanged 5424
		SP:Iteration 10F (29326.130000 sec): 3 clusters
  Score: Raw -22043663.027489 + Penalty 13843.626581 = -22029819.400908
  nChanged 4947
		SP:Iteration 11F (29326.740000 sec): 3 clusters
  Score: Raw -22048118.341398 + Penalty 13843.626581 = -22034274.714817
  nChanged 3751
		SP:Iteration 12Q (29327.320000 sec): 3 clusters
  Score: Raw -22051637.726972 + Penalty 13843.626581 = -22037794.100391
  nChanged 2146
		SP:Iteration 13Q (29327.870000 sec): 3 clusters
  Score: Raw -22053649.854499 + Penalty 13843.626581 = -22039806.227918
  nChanged 1151
		SP:Iteration 14Q (29328.380000 sec): 3 clusters
  Score: Raw -22054685.815814 + Penalty 13843.626581 = -22040842.189233
  nChanged 660
		SP:Iteration 15Q (29328.880000 sec): 3 clusters
  Score: Raw -22055282.948137 + Penalty 13843.626581 = -22041439.321556
  nChanged 410
		SP:Iteration 16Q (29329.340000 sec): 3 clusters
  Score: Raw -22055612.735778 + Penalty 13843.626581 = -22041769.109197
  nChanged 261
		SP:Iteration 17Q (29329.800000 sec): 3 clusters
  Score: Raw -22055827.040212 + Penalty 13843.626581 = -22041983.413630
  nChanged 189
		SP:Iteration 18Q (29330.250000 sec): 3 clusters
  Score: Raw -22055980.237175 + Penalty 13843.626581 = -22042136.610594
  nChanged 132
		SP:Iteration 19Q (29330.690000 sec): 3 clusters
  Score: Raw -22056069.049291 + Penalty 13843.626581 = -22042225.422710
  nChanged 90
		SP:Iteration 20F (29331.300000 sec): 3 clusters
  Score: Raw -22056122.666429 + Penalty 13843.626581 = -22042279.039848
  nChanged 62
		SP:Iteration 21Q (29331.740000 sec): 3 clusters
  Score: Raw -22056159.457323 + Penalty 13843.626581 = -22042315.830742
  nChanged 58
		SP:Iteration 22Q (29332.180000 sec): 3 clusters
  Score: Raw -22056188.593820 + Penalty 13843.626581 = -22042344.967239
  nChanged 36
		SP:Iteration 23Q (29332.620000 sec): 3 clusters
  Score: Raw -22056211.114618 + Penalty 13843.626581 = -22042367.488036
  nChanged 35
		SP:Iteration 24Q (29333.060000 sec): 3 clusters
  Score: Raw -22056229.528035 + Penalty 13843.626581 = -22042385.901454
  nChanged 32
		SP:Iteration 25Q (29333.490000 sec): 3 clusters
  Score: Raw -22056248.236364 + Penalty 13843.626581 = -22042404.609782
  nChanged 27
		SP:Iteration 26Q (29333.930000 sec): 3 clusters
  Score: Raw -22056264.443615 + Penalty 13843.626581 = -22042420.817034
  nChanged 25
		SP:Iteration 27Q (29334.360000 sec): 3 clusters
  Score: Raw -22056279.113390 + Penalty 13843.626581 = -22042435.486809
  nChanged 23
		SP:Iteration 28Q (29334.790000 sec): 3 clusters
  Score: Raw -22056294.651645 + Penalty 13843.626581 = -22042451.025064
  nChanged 27
		SP:Iteration 29Q (29335.230000 sec): 3 clusters
  Score: Raw -22056310.362790 + Penalty 13843.626581 = -22042466.736209
  nChanged 19
		SP:Iteration 30Q (29335.660000 sec): 3 clusters
  Score: Raw -22056319.375201 + Penalty 13843.626581 = -22042475.748619
  nChanged 13
		SP:Iteration 31Q (29336.090000 sec): 3 clusters
  Score: Raw -22056325.586907 + Penalty 13843.626581 = -22042481.960326
  nChanged 11
		SP:Iteration 32Q (29336.530000 sec): 3 clusters
  Score: Raw -22056332.351300 + Penalty 13843.626581 = -22042488.724718
  nChanged 9
		SP:Iteration 33Q (29336.960000 sec): 3 clusters
  Score: Raw -22056336.013179 + Penalty 13843.626581 = -22042492.386598
  nChanged 5
		SP:Iteration 34Q (29337.390000 sec): 3 clusters
  Score: Raw -22056338.802531 + Penalty 13843.626581 = -22042495.175950
  nChanged 5
		SP:Iteration 35Q (29337.830000 sec): 3 clusters
  Score: Raw -22056341.707267 + Penalty 13843.626581 = -22042498.080686
  nChanged 8
		SP:Iteration 36Q (29338.260000 sec): 3 clusters
  Score: Raw -22056345.486141 + Penalty 13843.626581 = -22042501.859560
  nChanged 7
		SP:Iteration 37Q (29338.690000 sec): 3 clusters
  Score: Raw -22056348.488669 + Penalty 13843.626581 = -22042504.862088
  nChanged 11
		SP:Iteration 38Q (29339.120000 sec): 3 clusters
  Score: Raw -22056352.195047 + Penalty 13843.626581 = -22042508.568466
  nChanged 5
		SP:Iteration 39Q (29339.550000 sec): 3 clusters
  Score: Raw -22056353.687967 + Penalty 13843.626581 = -22042510.061386
  nChanged 4
		SP:Iteration 40F (29340.170000 sec): 3 clusters
  Score: Raw -22056355.076606 + Penalty 13843.626581 = -22042511.450025
  nChanged 2
		SP:Iteration 41Q (29340.600000 sec): 3 clusters
  Score: Raw -22056355.667059 + Penalty 13843.626581 = -22042512.040478
  nChanged 2
		SP:Iteration 42Q (29341.030000 sec): 3 clusters
  Score: Raw -22056356.193146 + Penalty 13843.626581 = -22042512.566565
  nChanged 1
		SP:Iteration 43Q (29341.470000 sec): 3 clusters
  Score: Raw -22056356.526479 + Penalty 13843.626581 = -22042512.899898
  nChanged 2
		SP:Iteration 44Q (29341.900000 sec): 3 clusters
  Score: Raw -22056356.930095 + Penalty 13843.626581 = -22042513.303513
  nChanged 2
		SP:Iteration 45Q (29342.330000 sec): 3 clusters
  Score: Raw -22056357.724397 + Penalty 13843.626581 = -22042514.097815
  nChanged 0
		SP:Iteration 46F (29342.950000 sec): 3 clusters
  Score: Raw -22056357.724397 + Penalty 13843.626581 = -22042514.097815
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29343.150000 sec): 2 clusters
  Score: Raw -6061190.180581 + Penalty 6170.318589 = -6055019.861993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29343.330000 sec): 3 clusters
  Score: Raw -6048494.197212 + Penalty 12340.637177 = -6036153.560035
  nChanged 9862
		SP:Iteration 1F (29343.510000 sec): 3 clusters
  Score: Raw -6054189.396191 + Penalty 12340.637177 = -6041848.759014
  nChanged 1861
		SP:Iteration 2F (29343.690000 sec): 3 clusters
  Score: Raw -6055593.913581 + Penalty 12340.637177 = -6043253.276404
  nChanged 1639
		SP:Iteration 3F (29343.870000 sec): 3 clusters
  Score: Raw -6056830.786321 + Penalty 12340.637177 = -6044490.149144
  nChanged 1455
		SP:Iteration 4F (29344.060000 sec): 3 clusters
  Score: Raw -6057982.196330 + Penalty 12340.637177 = -6045641.559153
  nChanged 1474
		SP:Iteration 5F (29344.240000 sec): 3 clusters
  Score: Raw -6059241.414201 + Penalty 12340.637177 = -6046900.777024
  nChanged 1436
		SP:Iteration 6F (29344.420000 sec): 3 clusters
  Score: Raw -6060396.944229 + Penalty 12340.637177 = -6048056.307052
  nChanged 1285
		SP:Iteration 7F (29344.600000 sec): 3 clusters
  Score: Raw -6061339.150676 + Penalty 12340.637177 = -6048998.513499
  nChanged 1081
		SP:Iteration 8Q (29344.780000 sec): 3 clusters
  Score: Raw -6062077.549274 + Penalty 12340.637177 = -6049736.912097
  nChanged 895
		SP:Iteration 9Q (29344.960000 sec): 3 clusters
  Score: Raw -6062680.753782 + Penalty 12340.637177 = -6050340.116604
  nChanged 749
		SP:Iteration 10Q (29345.130000 sec): 3 clusters
  Score: Raw -6063180.058946 + Penalty 12340.637177 = -6050839.421769
  nChanged 623
		SP:Iteration 11Q (29345.310000 sec): 3 clusters
  Score: Raw -6063612.521600 + Penalty 12340.637177 = -6051271.884422
  nChanged 527
		SP:Iteration 12Q (29345.480000 sec): 3 clusters
  Score: Raw -6063962.049876 + Penalty 12340.637177 = -6051621.412699
  nChanged 446
		SP:Iteration 13Q (29345.650000 sec): 3 clusters
  Score: Raw -6064200.220888 + Penalty 12340.637177 = -6051859.583711
  nChanged 347
		SP:Iteration 14Q (29345.830000 sec): 3 clusters
  Score: Raw -6064361.236781 + Penalty 12340.637177 = -6052020.599604
  nChanged 270
		SP:Iteration 15Q (29345.990000 sec): 3 clusters
  Score: Raw -6064479.410419 + Penalty 12340.637177 = -6052138.773242
  nChanged 261
		SP:Iteration 16Q (29346.160000 sec): 3 clusters
  Score: Raw -6064593.497022 + Penalty 12340.637177 = -6052252.859845
  nChanged 244
		SP:Iteration 17Q (29346.330000 sec): 3 clusters
  Score: Raw -6064702.323348 + Penalty 12340.637177 = -6052361.686170
  nChanged 224
		SP:Iteration 18Q (29346.500000 sec): 3 clusters
  Score: Raw -6064795.188616 + Penalty 12340.637177 = -6052454.551438
  nChanged 178
		SP:Iteration 19Q (29346.660000 sec): 3 clusters
  Score: Raw -6064866.265132 + Penalty 12340.637177 = -6052525.627955
  nChanged 149
		SP:Iteration 20F (29346.850000 sec): 3 clusters
  Score: Raw -6064926.989721 + Penalty 12340.637177 = -6052586.352544
  nChanged 147
		SP:Iteration 21Q (29347.010000 sec): 3 clusters
  Score: Raw -6064990.216801 + Penalty 12340.637177 = -6052649.579623
  nChanged 159
		SP:Iteration 22Q (29347.170000 sec): 3 clusters
  Score: Raw -6065065.039115 + Penalty 12340.637177 = -6052724.401938
  nChanged 129
		SP:Iteration 23Q (29347.330000 sec): 3 clusters
  Score: Raw -6065112.362268 + Penalty 12340.637177 = -6052771.725091
  nChanged 98
		SP:Iteration 24Q (29347.490000 sec): 3 clusters
  Score: Raw -6065145.914952 + Penalty 12340.637177 = -6052805.277775
  nChanged 73
		SP:Iteration 25Q (29347.650000 sec): 3 clusters
  Score: Raw -6065171.989469 + Penalty 12340.637177 = -6052831.352292
  nChanged 59
		SP:Iteration 26Q (29347.810000 sec): 3 clusters
  Score: Raw -6065192.684124 + Penalty 12340.637177 = -6052852.046947
  nChanged 55
		SP:Iteration 27Q (29347.980000 sec): 3 clusters
  Score: Raw -6065208.178442 + Penalty 12340.637177 = -6052867.541264
  nChanged 50
		SP:Iteration 28Q (29348.130000 sec): 3 clusters
  Score: Raw -6065223.816253 + Penalty 12340.637177 = -6052883.179075
  nChanged 44
		SP:Iteration 29Q (29348.290000 sec): 3 clusters
  Score: Raw -6065236.604440 + Penalty 12340.637177 = -6052895.967263
  nChanged 36
		SP:Iteration 30Q (29348.450000 sec): 3 clusters
  Score: Raw -6065248.733499 + Penalty 12340.637177 = -6052908.096322
  nChanged 31
		SP:Iteration 31Q (29348.610000 sec): 3 clusters
  Score: Raw -6065260.617620 + Penalty 12340.637177 = -6052919.980443
  nChanged 33
		SP:Iteration 32Q (29348.770000 sec): 3 clusters
  Score: Raw -6065270.555385 + Penalty 12340.637177 = -6052929.918207
  nChanged 30
		SP:Iteration 33Q (29348.920000 sec): 3 clusters
  Score: Raw -6065280.546704 + Penalty 12340.637177 = -6052939.909527
  nChanged 29
		SP:Iteration 34Q (29349.080000 sec): 3 clusters
  Score: Raw -6065290.398431 + Penalty 12340.637177 = -6052949.761253
  nChanged 27
		SP:Iteration 35Q (29349.240000 sec): 3 clusters
  Score: Raw -6065299.628886 + Penalty 12340.637177 = -6052958.991708
  nChanged 31
		SP:Iteration 36Q (29349.390000 sec): 3 clusters
  Score: Raw -6065309.763828 + Penalty 12340.637177 = -6052969.126650
  nChanged 36
		SP:Iteration 37Q (29349.550000 sec): 3 clusters
  Score: Raw -6065323.066761 + Penalty 12340.637177 = -6052982.429584
  nChanged 36
		SP:Iteration 38Q (29349.710000 sec): 3 clusters
  Score: Raw -6065333.990488 + Penalty 12340.637177 = -6052993.353311
  nChanged 33
		SP:Iteration 39Q (29349.860000 sec): 3 clusters
  Score: Raw -6065342.932281 + Penalty 12340.637177 = -6053002.295104
  nChanged 29
		SP:Iteration 40F (29350.040000 sec): 3 clusters
  Score: Raw -6065352.542489 + Penalty 12340.637177 = -6053011.905312
  nChanged 27
		SP:Iteration 41Q (29350.200000 sec): 3 clusters
  Score: Raw -6065361.072676 + Penalty 12340.637177 = -6053020.435499
  nChanged 26
		SP:Iteration 42Q (29350.350000 sec): 3 clusters
  Score: Raw -6065369.367832 + Penalty 12340.637177 = -6053028.730655
  nChanged 26
		SP:Iteration 43Q (29350.510000 sec): 3 clusters
  Score: Raw -6065378.473784 + Penalty 12340.637177 = -6053037.836606
  nChanged 26
		SP:Iteration 44Q (29350.670000 sec): 3 clusters
  Score: Raw -6065387.545283 + Penalty 12340.637177 = -6053046.908105
  nChanged 20
		SP:Iteration 45Q (29350.820000 sec): 3 clusters
  Score: Raw -6065394.618044 + Penalty 12340.637177 = -6053053.980867
  nChanged 26
		SP:Iteration 46Q (29350.980000 sec): 3 clusters
  Score: Raw -6065403.638082 + Penalty 12340.637177 = -6053063.000904
  nChanged 24
		SP:Iteration 47Q (29351.130000 sec): 3 clusters
  Score: Raw -6065411.138176 + Penalty 12340.637177 = -6053070.500999
  nChanged 20
		SP:Iteration 48Q (29351.300000 sec): 3 clusters
  Score: Raw -6065417.480205 + Penalty 12340.637177 = -6053076.843028
  nChanged 22
		SP:Iteration 49Q (29351.460000 sec): 3 clusters
  Score: Raw -6065425.999579 + Penalty 12340.637177 = -6053085.362402
  nChanged 18
		SP:Iteration 50Q (29351.610000 sec): 3 clusters
  Score: Raw -6065431.533260 + Penalty 12340.637177 = -6053090.896083
  nChanged 22
		SP:Iteration 51Q (29351.770000 sec): 3 clusters
  Score: Raw -6065439.253524 + Penalty 12340.637177 = -6053098.616346
  nChanged 15
		SP:Iteration 52Q (29351.920000 sec): 3 clusters
  Score: Raw -6065444.803526 + Penalty 12340.637177 = -6053104.166348
  nChanged 17
		SP:Iteration 53Q (29352.070000 sec): 3 clusters
  Score: Raw -6065451.263374 + Penalty 12340.637177 = -6053110.626196
  nChanged 12
		SP:Iteration 54Q (29352.230000 sec): 3 clusters
  Score: Raw -6065455.603661 + Penalty 12340.637177 = -6053114.966484
  nChanged 16
		SP:Iteration 55Q (29352.380000 sec): 3 clusters
  Score: Raw -6065461.142747 + Penalty 12340.637177 = -6053120.505569
  nChanged 14
		SP:Iteration 56Q (29352.530000 sec): 3 clusters
  Score: Raw -6065466.083520 + Penalty 12340.637177 = -6053125.446343
  nChanged 13
		SP:Iteration 57Q (29352.690000 sec): 3 clusters
  Score: Raw -6065471.145021 + Penalty 12340.637177 = -6053130.507844
  nChanged 15
		SP:Iteration 58Q (29352.840000 sec): 3 clusters
  Score: Raw -6065475.903896 + Penalty 12340.637177 = -6053135.266719
  nChanged 18
		SP:Iteration 59Q (29352.990000 sec): 3 clusters
  Score: Raw -6065481.677754 + Penalty 12340.637177 = -6053141.040577
  nChanged 9
		SP:Iteration 60F (29353.170000 sec): 3 clusters
  Score: Raw -6065484.292223 + Penalty 12340.637177 = -6053143.655046
  nChanged 14
		SP:Iteration 61Q (29353.330000 sec): 3 clusters
  Score: Raw -6065488.205580 + Penalty 12340.637177 = -6053147.568402
  nChanged 13
		SP:Iteration 62Q (29353.480000 sec): 3 clusters
  Score: Raw -6065492.713473 + Penalty 12340.637177 = -6053152.076295
  nChanged 6
		SP:Iteration 63Q (29353.630000 sec): 3 clusters
  Score: Raw -6065496.154592 + Penalty 12340.637177 = -6053155.517415
  nChanged 13
		SP:Iteration 64Q (29353.780000 sec): 3 clusters
  Score: Raw -6065500.646538 + Penalty 12340.637177 = -6053160.009360
  nChanged 15
		SP:Iteration 65Q (29353.930000 sec): 3 clusters
  Score: Raw -6065505.939475 + Penalty 12340.637177 = -6053165.302298
  nChanged 15
		SP:Iteration 66Q (29354.090000 sec): 3 clusters
  Score: Raw -6065511.936567 + Penalty 12340.637177 = -6053171.299390
  nChanged 15
		SP:Iteration 67Q (29354.230000 sec): 3 clusters
  Score: Raw -6065516.816593 + Penalty 12340.637177 = -6053176.179415
  nChanged 14
		SP:Iteration 68Q (29354.390000 sec): 3 clusters
  Score: Raw -6065521.423999 + Penalty 12340.637177 = -6053180.786822
  nChanged 10
		SP:Iteration 69Q (29354.540000 sec): 3 clusters
  Score: Raw -6065525.371930 + Penalty 12340.637177 = -6053184.734753
  nChanged 10
		SP:Iteration 70Q (29354.690000 sec): 3 clusters
  Score: Raw -6065530.116030 + Penalty 12340.637177 = -6053189.478853
  nChanged 11
		SP:Iteration 71Q (29354.840000 sec): 3 clusters
  Score: Raw -6065533.977015 + Penalty 12340.637177 = -6053193.339838
  nChanged 10
		SP:Iteration 72Q (29354.990000 sec): 3 clusters
  Score: Raw -6065537.367181 + Penalty 12340.637177 = -6053196.730004
  nChanged 13
		SP:Iteration 73Q (29355.140000 sec): 3 clusters
  Score: Raw -6065541.380086 + Penalty 12340.637177 = -6053200.742909
  nChanged 10
		SP:Iteration 74Q (29355.290000 sec): 3 clusters
  Score: Raw -6065544.762185 + Penalty 12340.637177 = -6053204.125007
  nChanged 10
		SP:Iteration 75Q (29355.440000 sec): 3 clusters
  Score: Raw -6065548.089728 + Penalty 12340.637177 = -6053207.452550
  nChanged 6
		SP:Iteration 76Q (29355.590000 sec): 3 clusters
  Score: Raw -6065550.211517 + Penalty 12340.637177 = -6053209.574339
  nChanged 6
		SP:Iteration 77Q (29355.740000 sec): 3 clusters
  Score: Raw -6065551.782227 + Penalty 12340.637177 = -6053211.145050
  nChanged 4
		SP:Iteration 78Q (29355.890000 sec): 3 clusters
  Score: Raw -6065552.861997 + Penalty 12340.637177 = -6053212.224820
  nChanged 5
		SP:Iteration 79Q (29356.040000 sec): 3 clusters
  Score: Raw -6065554.123303 + Penalty 12340.637177 = -6053213.486125
  nChanged 4
		SP:Iteration 80F (29356.220000 sec): 3 clusters
  Score: Raw -6065555.438698 + Penalty 12340.637177 = -6053214.801521
  nChanged 9
		SP:Iteration 81Q (29356.370000 sec): 3 clusters
  Score: Raw -6065559.011165 + Penalty 12340.637177 = -6053218.373988
  nChanged 9
		SP:Iteration 82Q (29356.530000 sec): 3 clusters
  Score: Raw -6065561.930090 + Penalty 12340.637177 = -6053221.292912
  nChanged 11
		SP:Iteration 83Q (29356.680000 sec): 3 clusters
  Score: Raw -6065566.542312 + Penalty 12340.637177 = -6053225.905135
  nChanged 7
		SP:Iteration 84Q (29356.830000 sec): 3 clusters
  Score: Raw -6065568.949882 + Penalty 12340.637177 = -6053228.312704
  nChanged 7
		SP:Iteration 85Q (29356.980000 sec): 3 clusters
  Score: Raw -6065571.330542 + Penalty 12340.637177 = -6053230.693365
  nChanged 5
		SP:Iteration 86Q (29357.130000 sec): 3 clusters
  Score: Raw -6065572.947565 + Penalty 12340.637177 = -6053232.310387
  nChanged 1
		SP:Iteration 87Q (29357.280000 sec): 3 clusters
  Score: Raw -6065573.161785 + Penalty 12340.637177 = -6053232.524608
  nChanged 1
		SP:Iteration 88Q (29357.430000 sec): 3 clusters
  Score: Raw -6065573.825859 + Penalty 12340.637177 = -6053233.188681
  nChanged 0
		SP:Iteration 89F (29357.610000 sec): 3 clusters
  Score: Raw -6065573.825859 + Penalty 12340.637177 = -6053233.188681
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (67505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29358.070000 sec): 2 clusters
  Score: Raw -18194712.138134 + Penalty 6810.973631 = -18187901.164503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29358.580000 sec): 3 clusters
  Score: Raw -18154639.751550 + Penalty 13621.947262 = -18141017.804289
  nChanged 30144
		SP:Iteration 1F (29359.090000 sec): 3 clusters
  Score: Raw -18170757.316949 + Penalty 13621.947262 = -18157135.369687
  nChanged 2995
		SP:Iteration 2Q (29359.610000 sec): 3 clusters
  Score: Raw -18171609.348621 + Penalty 13621.947262 = -18157987.401360
  nChanged 2565
		SP:Iteration 3Q (29360.130000 sec): 3 clusters
  Score: Raw -18172312.195579 + Penalty 13621.947262 = -18158690.248318
  nChanged 2343
		SP:Iteration 4Q (29360.650000 sec): 3 clusters
  Score: Raw -18172933.480506 + Penalty 13621.947262 = -18159311.533245
  nChanged 2089
		SP:Iteration 5Q (29361.170000 sec): 3 clusters
  Score: Raw -18173453.739047 + Penalty 13621.947262 = -18159831.791786
  nChanged 1911
		SP:Iteration 6Q (29361.680000 sec): 3 clusters
  Score: Raw -18173960.980895 + Penalty 13621.947262 = -18160339.033633
  nChanged 1917
		SP:Iteration 7Q (29362.200000 sec): 3 clusters
  Score: Raw -18174496.045894 + Penalty 13621.947262 = -18160874.098632
  nChanged 1969
		SP:Iteration 8Q (29362.720000 sec): 3 clusters
  Score: Raw -18175108.084736 + Penalty 13621.947262 = -18161486.137474
  nChanged 2147
		SP:Iteration 9Q (29363.240000 sec): 3 clusters
  Score: Raw -18175823.071820 + Penalty 13621.947262 = -18162201.124558
  nChanged 2334
		SP:Iteration 10Q (29363.760000 sec): 3 clusters
  Score: Raw -18176725.499915 + Penalty 13621.947262 = -18163103.552654
  nChanged 2620
		SP:Iteration 11Q (29364.270000 sec): 3 clusters
  Score: Raw -18177820.664594 + Penalty 13621.947262 = -18164198.717332
  nChanged 2800
		SP:Iteration 12Q (29364.790000 sec): 3 clusters
  Score: Raw -18179100.914173 + Penalty 13621.947262 = -18165478.966911
  nChanged 2965
		SP:Iteration 13Q (29365.310000 sec): 3 clusters
  Score: Raw -18180489.383234 + Penalty 13621.947262 = -18166867.435972
  nChanged 2931
		SP:Iteration 14Q (29365.830000 sec): 3 clusters
  Score: Raw -18181820.148440 + Penalty 13621.947262 = -18168198.201178
  nChanged 2874
		SP:Iteration 15Q (29366.340000 sec): 3 clusters
  Score: Raw -18182973.350026 + Penalty 13621.947262 = -18169351.402764
  nChanged 2407
		SP:Iteration 16Q (29366.860000 sec): 3 clusters
  Score: Raw -18183791.063131 + Penalty 13621.947262 = -18170169.115869
  nChanged 1963
		SP:Iteration 17Q (29367.380000 sec): 3 clusters
  Score: Raw -18184341.634556 + Penalty 13621.947262 = -18170719.687294
  nChanged 1592
		SP:Iteration 18Q (29367.890000 sec): 3 clusters
  Score: Raw -18184735.706782 + Penalty 13621.947262 = -18171113.759520
  nChanged 1300
		SP:Iteration 19Q (29368.410000 sec): 3 clusters
  Score: Raw -18185006.265167 + Penalty 13621.947262 = -18171384.317906
  nChanged 1045
		SP:Iteration 20F (29368.920000 sec): 3 clusters
  Score: Raw -18185185.128583 + Penalty 13621.947262 = -18171563.181321
  nChanged 834
		SP:Iteration 21Q (29369.440000 sec): 3 clusters
  Score: Raw -18185309.043843 + Penalty 13621.947262 = -18171687.096582
  nChanged 693
		SP:Iteration 22Q (29369.960000 sec): 3 clusters
  Score: Raw -18185410.675474 + Penalty 13621.947262 = -18171788.728213
  nChanged 580
		SP:Iteration 23Q (29370.470000 sec): 3 clusters
  Score: Raw -18185487.275255 + Penalty 13621.947262 = -18171865.327993
  nChanged 492
		SP:Iteration 24Q (29370.980000 sec): 3 clusters
  Score: Raw -18185544.906616 + Penalty 13621.947262 = -18171922.959354
  nChanged 426
		SP:Iteration 25Q (29371.490000 sec): 3 clusters
  Score: Raw -18185595.031941 + Penalty 13621.947262 = -18171973.084679
  nChanged 366
		SP:Iteration 26Q (29372.010000 sec): 3 clusters
  Score: Raw -18185634.360000 + Penalty 13621.947262 = -18172012.412739
  nChanged 327
		SP:Iteration 27Q (29372.520000 sec): 3 clusters
  Score: Raw -18185669.819071 + Penalty 13621.947262 = -18172047.871810
  nChanged 322
		SP:Iteration 28Q (29373.030000 sec): 3 clusters
  Score: Raw -18185704.977453 + Penalty 13621.947262 = -18172083.030191
  nChanged 320
		SP:Iteration 29Q (29373.550000 sec): 3 clusters
  Score: Raw -18185739.807206 + Penalty 13621.947262 = -18172117.859945
  nChanged 324
		SP:Iteration 30Q (29374.060000 sec): 3 clusters
  Score: Raw -18185775.315876 + Penalty 13621.947262 = -18172153.368614
  nChanged 326
		SP:Iteration 31Q (29374.570000 sec): 3 clusters
  Score: Raw -18185813.682212 + Penalty 13621.947262 = -18172191.734951
  nChanged 339
		SP:Iteration 32Q (29375.080000 sec): 3 clusters
  Score: Raw -18185851.971881 + Penalty 13621.947262 = -18172230.024619
  nChanged 349
		SP:Iteration 33Q (29375.600000 sec): 3 clusters
  Score: Raw -18185895.359857 + Penalty 13621.947262 = -18172273.412595
  nChanged 406
		SP:Iteration 34Q (29376.110000 sec): 3 clusters
  Score: Raw -18185948.196186 + Penalty 13621.947262 = -18172326.248924
  nChanged 478
		SP:Iteration 35Q (29376.620000 sec): 3 clusters
  Score: Raw -18186015.150178 + Penalty 13621.947262 = -18172393.202916
  nChanged 540
		SP:Iteration 36Q (29377.130000 sec): 3 clusters
  Score: Raw -18186099.895196 + Penalty 13621.947262 = -18172477.947934
  nChanged 628
		SP:Iteration 37Q (29377.640000 sec): 3 clusters
  Score: Raw -18186203.810144 + Penalty 13621.947262 = -18172581.862882
  nChanged 722
		SP:Iteration 38Q (29378.150000 sec): 3 clusters
  Score: Raw -18186335.666361 + Penalty 13621.947262 = -18172713.719099
  nChanged 841
		SP:Iteration 39Q (29378.660000 sec): 3 clusters
  Score: Raw -18186507.108784 + Penalty 13621.947262 = -18172885.161522
  nChanged 974
		SP:Iteration 40F (29379.180000 sec): 3 clusters
  Score: Raw -18186730.183357 + Penalty 13621.947262 = -18173108.236096
  nChanged 1158
		SP:Iteration 41Q (29379.680000 sec): 3 clusters
  Score: Raw -18187031.878773 + Penalty 13621.947262 = -18173409.931512
  nChanged 1315
		SP:Iteration 42Q (29380.190000 sec): 3 clusters
  Score: Raw -18187421.298577 + Penalty 13621.947262 = -18173799.351316
  nChanged 1530
		SP:Iteration 43Q (29380.690000 sec): 3 clusters
  Score: Raw -18187906.336831 + Penalty 13621.947262 = -18174284.389570
  nChanged 1665
		SP:Iteration 44Q (29381.190000 sec): 3 clusters
  Score: Raw -18188473.436434 + Penalty 13621.947262 = -18174851.489172
  nChanged 1839
		SP:Iteration 45Q (29381.690000 sec): 3 clusters
  Score: Raw -18189168.121625 + Penalty 13621.947262 = -18175546.174364
  nChanged 1996
		SP:Iteration 46Q (29382.180000 sec): 3 clusters
  Score: Raw -18189997.610924 + Penalty 13621.947262 = -18176375.663662
  nChanged 2052
		SP:Iteration 47Q (29382.670000 sec): 3 clusters
  Score: Raw -18190900.679534 + Penalty 13621.947262 = -18177278.732272
  nChanged 1979
		SP:Iteration 48Q (29383.150000 sec): 3 clusters
  Score: Raw -18191804.141292 + Penalty 13621.947262 = -18178182.194031
  nChanged 1934
		SP:Iteration 49Q (29383.620000 sec): 3 clusters
  Score: Raw -18192704.076848 + Penalty 13621.947262 = -18179082.129586
  nChanged 1751
		SP:Iteration 50Q (29384.080000 sec): 3 clusters
  Score: Raw -18193514.251056 + Penalty 13621.947262 = -18179892.303795
  nChanged 1498
		SP:Iteration 51Q (29384.540000 sec): 3 clusters
  Score: Raw -18194185.757333 + Penalty 13621.947262 = -18180563.810072
  nChanged 1241
		SP:Iteration 52Q (29384.980000 sec): 3 clusters
  Score: Raw -18194718.265539 + Penalty 13621.947262 = -18181096.318278
  nChanged 985
		SP:Iteration 53Q (29385.420000 sec): 3 clusters
  Score: Raw -18195112.705415 + Penalty 13621.947262 = -18181490.758153
  nChanged 787
		SP:Iteration 54Q (29385.850000 sec): 3 clusters
  Score: Raw -18195411.947775 + Penalty 13621.947262 = -18181790.000514
  nChanged 650
		SP:Iteration 55Q (29386.280000 sec): 3 clusters
  Score: Raw -18195645.328380 + Penalty 13621.947262 = -18182023.381118
  nChanged 510
		SP:Iteration 56Q (29386.690000 sec): 3 clusters
  Score: Raw -18195829.025959 + Penalty 13621.947262 = -18182207.078697
  nChanged 409
		SP:Iteration 57Q (29387.100000 sec): 3 clusters
  Score: Raw -18195962.622879 + Penalty 13621.947262 = -18182340.675618
  nChanged 339
		SP:Iteration 58Q (29387.520000 sec): 3 clusters
  Score: Raw -18196073.038518 + Penalty 13621.947262 = -18182451.091257
  nChanged 301
		SP:Iteration 59Q (29387.930000 sec): 3 clusters
  Score: Raw -18196164.326016 + Penalty 13621.947262 = -18182542.378755
  nChanged 217
		SP:Iteration 60F (29388.440000 sec): 3 clusters
  Score: Raw -18196228.674298 + Penalty 13621.947262 = -18182606.727037
  nChanged 190
		SP:Iteration 61Q (29388.840000 sec): 3 clusters
  Score: Raw -18196288.008276 + Penalty 13621.947262 = -18182666.061015
  nChanged 169
		SP:Iteration 62Q (29389.240000 sec): 3 clusters
  Score: Raw -18196341.312799 + Penalty 13621.947262 = -18182719.365537
  nChanged 168
		SP:Iteration 63Q (29389.640000 sec): 3 clusters
  Score: Raw -18196388.682024 + Penalty 13621.947262 = -18182766.734762
  nChanged 124
		SP:Iteration 64Q (29390.040000 sec): 3 clusters
  Score: Raw -18196421.168375 + Penalty 13621.947262 = -18182799.221113
  nChanged 88
		SP:Iteration 65Q (29390.430000 sec): 3 clusters
  Score: Raw -18196444.802298 + Penalty 13621.947262 = -18182822.855036
  nChanged 82
		SP:Iteration 66Q (29390.830000 sec): 3 clusters
  Score: Raw -18196468.488980 + Penalty 13621.947262 = -18182846.541719
  nChanged 88
		SP:Iteration 67Q (29391.220000 sec): 3 clusters
  Score: Raw -18196493.338243 + Penalty 13621.947262 = -18182871.390981
  nChanged 72
		SP:Iteration 68Q (29391.620000 sec): 3 clusters
  Score: Raw -18196512.881856 + Penalty 13621.947262 = -18182890.934594
  nChanged 64
		SP:Iteration 69Q (29392.010000 sec): 3 clusters
  Score: Raw -18196531.168919 + Penalty 13621.947262 = -18182909.221657
  nChanged 69
		SP:Iteration 70Q (29392.410000 sec): 3 clusters
  Score: Raw -18196550.324642 + Penalty 13621.947262 = -18182928.377380
  nChanged 71
		SP:Iteration 71Q (29392.800000 sec): 3 clusters
  Score: Raw -18196569.950483 + Penalty 13621.947262 = -18182948.003221
  nChanged 61
		SP:Iteration 72Q (29393.190000 sec): 3 clusters
  Score: Raw -18196584.888571 + Penalty 13621.947262 = -18182962.941310
  nChanged 42
		SP:Iteration 73Q (29393.580000 sec): 3 clusters
  Score: Raw -18196595.529935 + Penalty 13621.947262 = -18182973.582673
  nChanged 50
		SP:Iteration 74Q (29393.970000 sec): 3 clusters
  Score: Raw -18196608.944725 + Penalty 13621.947262 = -18182986.997463
  nChanged 36
		SP:Iteration 75Q (29394.360000 sec): 3 clusters
  Score: Raw -18196618.628112 + Penalty 13621.947262 = -18182996.680851
  nChanged 29
		SP:Iteration 76Q (29394.750000 sec): 3 clusters
  Score: Raw -18196625.475597 + Penalty 13621.947262 = -18183003.528336
  nChanged 22
		SP:Iteration 77Q (29395.140000 sec): 3 clusters
  Score: Raw -18196630.463822 + Penalty 13621.947262 = -18183008.516561
  nChanged 23
		SP:Iteration 78Q (29395.530000 sec): 3 clusters
  Score: Raw -18196636.700572 + Penalty 13621.947262 = -18183014.753311
  nChanged 21
		SP:Iteration 79Q (29395.910000 sec): 3 clusters
  Score: Raw -18196642.601741 + Penalty 13621.947262 = -18183020.654479
  nChanged 16
		SP:Iteration 80F (29396.430000 sec): 3 clusters
  Score: Raw -18196646.704910 + Penalty 13621.947262 = -18183024.757649
  nChanged 10
		SP:Iteration 81Q (29396.810000 sec): 3 clusters
  Score: Raw -18196648.787483 + Penalty 13621.947262 = -18183026.840222
  nChanged 5
		SP:Iteration 82Q (29397.200000 sec): 3 clusters
  Score: Raw -18196649.769160 + Penalty 13621.947262 = -18183027.821898
  nChanged 4
		SP:Iteration 83Q (29397.590000 sec): 3 clusters
  Score: Raw -18196650.573381 + Penalty 13621.947262 = -18183028.626119
  nChanged 3
		SP:Iteration 84Q (29397.980000 sec): 3 clusters
  Score: Raw -18196651.285196 + Penalty 13621.947262 = -18183029.337934
  nChanged 6
		SP:Iteration 85Q (29398.370000 sec): 3 clusters
  Score: Raw -18196652.537737 + Penalty 13621.947262 = -18183030.590476
  nChanged 6
		SP:Iteration 86Q (29398.760000 sec): 3 clusters
  Score: Raw -18196654.323866 + Penalty 13621.947262 = -18183032.376604
  nChanged 7
		SP:Iteration 87Q (29399.140000 sec): 3 clusters
  Score: Raw -18196655.939856 + Penalty 13621.947262 = -18183033.992595
  nChanged 5
		SP:Iteration 88Q (29399.530000 sec): 3 clusters
  Score: Raw -18196657.022343 + Penalty 13621.947262 = -18183035.075081
  nChanged 4
		SP:Iteration 89Q (29399.920000 sec): 3 clusters
  Score: Raw -18196658.094377 + Penalty 13621.947262 = -18183036.147115
  nChanged 7
		SP:Iteration 90Q (29400.310000 sec): 3 clusters
  Score: Raw -18196659.515077 + Penalty 13621.947262 = -18183037.567816
  nChanged 6
		SP:Iteration 91Q (29400.700000 sec): 3 clusters
  Score: Raw -18196660.645683 + Penalty 13621.947262 = -18183038.698421
  nChanged 7
		SP:Iteration 92Q (29401.080000 sec): 3 clusters
  Score: Raw -18196662.198553 + Penalty 13621.947262 = -18183040.251292
  nChanged 11
		SP:Iteration 93Q (29401.470000 sec): 3 clusters
  Score: Raw -18196664.381587 + Penalty 13621.947262 = -18183042.434326
  nChanged 6
		SP:Iteration 94Q (29401.860000 sec): 3 clusters
  Score: Raw -18196665.914927 + Penalty 13621.947262 = -18183043.967665
  nChanged 8
		SP:Iteration 95Q (29402.250000 sec): 3 clusters
  Score: Raw -18196667.410750 + Penalty 13621.947262 = -18183045.463489
  nChanged 6
		SP:Iteration 96Q (29402.640000 sec): 3 clusters
  Score: Raw -18196668.414336 + Penalty 13621.947262 = -18183046.467074
  nChanged 0
		SP:Iteration 97F (29403.140000 sec): 3 clusters
  Score: Raw -18196668.414336 + Penalty 13621.947262 = -18183046.467074
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (153353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29404.170000 sec): 2 clusters
  Score: Raw -40683857.011144 + Penalty 7313.554861 = -40676543.456283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29405.360000 sec): 3 clusters
  Score: Raw -40587854.904875 + Penalty 14627.109722 = -40573227.795152
  nChanged 71304
		SP:Iteration 1F (29406.550000 sec): 3 clusters
  Score: Raw -40628184.572429 + Penalty 14627.109722 = -40613557.462707
  nChanged 6313
		SP:Iteration 2Q (29407.740000 sec): 3 clusters
  Score: Raw -40630206.509650 + Penalty 14627.109722 = -40615579.399928
  nChanged 6949
		SP:Iteration 3Q (29408.940000 sec): 3 clusters
  Score: Raw -40632928.948828 + Penalty 14627.109722 = -40618301.839106
  nChanged 8227
		SP:Iteration 4F (29410.130000 sec): 3 clusters
  Score: Raw -40637063.774846 + Penalty 14627.109722 = -40622436.665124
  nChanged 10031
		SP:Iteration 5F (29411.320000 sec): 3 clusters
  Score: Raw -40643337.332693 + Penalty 14627.109722 = -40628710.222971
  nChanged 11348
		SP:Iteration 6F (29412.510000 sec): 3 clusters
  Score: Raw -40651868.979793 + Penalty 14627.109722 = -40637241.870071
  nChanged 11733
		SP:Iteration 7F (29413.690000 sec): 3 clusters
  Score: Raw -40661813.201028 + Penalty 14627.109722 = -40647186.091306
  nChanged 10341
		SP:Iteration 8F (29414.880000 sec): 3 clusters
  Score: Raw -40671218.242602 + Penalty 14627.109722 = -40656591.132879
  nChanged 7381
		SP:Iteration 9Q (29416.060000 sec): 3 clusters
  Score: Raw -40678102.862085 + Penalty 14627.109722 = -40663475.752363
  nChanged 4014
		SP:Iteration 10Q (29417.180000 sec): 3 clusters
  Score: Raw -40681899.289710 + Penalty 14627.109722 = -40667272.179987
  nChanged 1762
		SP:Iteration 11Q (29418.200000 sec): 3 clusters
  Score: Raw -40683666.765590 + Penalty 14627.109722 = -40669039.655868
  nChanged 687
		SP:Iteration 12Q (29419.120000 sec): 3 clusters
  Score: Raw -40684380.994814 + Penalty 14627.109722 = -40669753.885091
  nChanged 334
		SP:Iteration 13Q (29419.990000 sec): 3 clusters
  Score: Raw -40684700.934930 + Penalty 14627.109722 = -40670073.825208
  nChanged 180
		SP:Iteration 14Q (29420.840000 sec): 3 clusters
  Score: Raw -40684865.065877 + Penalty 14627.109722 = -40670237.956155
  nChanged 111
		SP:Iteration 15Q (29421.680000 sec): 3 clusters
  Score: Raw -40684957.919740 + Penalty 14627.109722 = -40670330.810018
  nChanged 79
		SP:Iteration 16Q (29422.510000 sec): 3 clusters
  Score: Raw -40685029.438452 + Penalty 14627.109722 = -40670402.328730
  nChanged 60
		SP:Iteration 17Q (29423.340000 sec): 3 clusters
  Score: Raw -40685080.291299 + Penalty 14627.109722 = -40670453.181577
  nChanged 42
		SP:Iteration 18Q (29424.170000 sec): 3 clusters
  Score: Raw -40685114.069181 + Penalty 14627.109722 = -40670486.959459
  nChanged 32
		SP:Iteration 19Q (29425.000000 sec): 3 clusters
  Score: Raw -40685140.808415 + Penalty 14627.109722 = -40670513.698693
  nChanged 25
		SP:Iteration 20F (29426.170000 sec): 3 clusters
  Score: Raw -40685155.837262 + Penalty 14627.109722 = -40670528.727540
  nChanged 21
		SP:Iteration 21Q (29427.000000 sec): 3 clusters
  Score: Raw -40685168.003016 + Penalty 14627.109722 = -40670540.893294
  nChanged 14
		SP:Iteration 22Q (29427.820000 sec): 3 clusters
  Score: Raw -40685177.279054 + Penalty 14627.109722 = -40670550.169331
  nChanged 11
		SP:Iteration 23Q (29428.650000 sec): 3 clusters
  Score: Raw -40685184.578116 + Penalty 14627.109722 = -40670557.468394
  nChanged 8
		SP:Iteration 24Q (29429.480000 sec): 3 clusters
  Score: Raw -40685192.139213 + Penalty 14627.109722 = -40670565.029491
  nChanged 10
		SP:Iteration 25Q (29430.300000 sec): 3 clusters
  Score: Raw -40685198.818578 + Penalty 14627.109722 = -40670571.708856
  nChanged 6
		SP:Iteration 26Q (29431.130000 sec): 3 clusters
  Score: Raw -40685203.546980 + Penalty 14627.109722 = -40670576.437257
  nChanged 7
		SP:Iteration 27Q (29431.950000 sec): 3 clusters
  Score: Raw -40685207.908417 + Penalty 14627.109722 = -40670580.798695
  nChanged 4
		SP:Iteration 28Q (29432.770000 sec): 3 clusters
  Score: Raw -40685210.688202 + Penalty 14627.109722 = -40670583.578480
  nChanged 9
		SP:Iteration 29Q (29433.600000 sec): 3 clusters
  Score: Raw -40685217.569533 + Penalty 14627.109722 = -40670590.459811
  nChanged 7
		SP:Iteration 30Q (29434.420000 sec): 3 clusters
  Score: Raw -40685221.551267 + Penalty 14627.109722 = -40670594.441544
  nChanged 3
		SP:Iteration 31Q (29435.240000 sec): 3 clusters
  Score: Raw -40685223.847699 + Penalty 14627.109722 = -40670596.737977
  nChanged 3
		SP:Iteration 32Q (29436.070000 sec): 3 clusters
  Score: Raw -40685225.932103 + Penalty 14627.109722 = -40670598.822381
  nChanged 5
		SP:Iteration 33Q (29436.890000 sec): 3 clusters
  Score: Raw -40685228.817772 + Penalty 14627.109722 = -40670601.708050
  nChanged 1
		SP:Iteration 34Q (29437.710000 sec): 3 clusters
  Score: Raw -40685229.264895 + Penalty 14627.109722 = -40670602.155173
  nChanged 0
		SP:Iteration 35F (29438.880000 sec): 3 clusters
  Score: Raw -40685229.264895 + Penalty 14627.109722 = -40670602.155173
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29438.990000 sec): 2 clusters
  Score: Raw -199124.666269 + Penalty 4116.134845 = -195008.531424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29439.000000 sec): 3 clusters
  Score: Raw -199512.288075 + Penalty 8232.269690 = -191280.018384
  nChanged 136
		SP:Iteration 1F (29439.010000 sec): 3 clusters
  Score: Raw -200003.695829 + Penalty 8232.269690 = -191771.426139
  nChanged 55
		SP:Iteration 2F (29439.010000 sec): 3 clusters
  Score: Raw -200253.851385 + Penalty 8232.269690 = -192021.581695
  nChanged 38
		SP:Iteration 3Q (29439.020000 sec): 3 clusters
  Score: Raw -200473.118161 + Penalty 8232.269690 = -192240.848471
  nChanged 33
		SP:Iteration 4Q (29439.030000 sec): 3 clusters
  Score: Raw -200658.033871 + Penalty 8232.269690 = -192425.764181
  nChanged 28
		SP:Iteration 5Q (29439.030000 sec): 3 clusters
  Score: Raw -200813.683794 + Penalty 8232.269690 = -192581.414104
  nChanged 30
		SP:Iteration 6Q (29439.030000 sec): 3 clusters
  Score: Raw -201011.920349 + Penalty 8232.269690 = -192779.650659
  nChanged 25
		SP:Iteration 7Q (29439.040000 sec): 3 clusters
  Score: Raw -201399.897064 + Penalty 8232.269690 = -193167.627374
  nChanged 35
		SP:Iteration 8Q (29439.050000 sec): 3 clusters
  Score: Raw -201652.612184 + Penalty 8232.269690 = -193420.342494
  nChanged 18
		SP:Iteration 9Q (29439.050000 sec): 3 clusters
  Score: Raw -201824.217469 + Penalty 8232.269690 = -193591.947779
  nChanged 14
		SP:Iteration 10Q (29439.050000 sec): 3 clusters
  Score: Raw -201931.042843 + Penalty 8232.269690 = -193698.773153
  nChanged 8
		SP:Iteration 11Q (29439.060000 sec): 3 clusters
  Score: Raw -201991.142251 + Penalty 8232.269690 = -193758.872561
  nChanged 5
		SP:Iteration 12Q (29439.070000 sec): 3 clusters
  Score: Raw -202023.661633 + Penalty 8232.269690 = -193791.391943
  nChanged 8
		SP:Iteration 13Q (29439.070000 sec): 3 clusters
  Score: Raw -202105.220185 + Penalty 8232.269690 = -193872.950495
  nChanged 7
		SP:Iteration 14Q (29439.070000 sec): 3 clusters
  Score: Raw -202150.551926 + Penalty 8232.269690 = -193918.282235
  nChanged 3
		SP:Iteration 15Q (29439.080000 sec): 3 clusters
  Score: Raw -202190.730128 + Penalty 8232.269690 = -193958.460438
  nChanged 5
		SP:Iteration 16Q (29439.080000 sec): 3 clusters
  Score: Raw -202248.160687 + Penalty 8232.269690 = -194015.890997
  nChanged 5
		SP:Iteration 17Q (29439.090000 sec): 3 clusters
  Score: Raw -202288.952057 + Penalty 8232.269690 = -194056.682367
  nChanged 1
		SP:Iteration 18Q (29439.090000 sec): 3 clusters
  Score: Raw -202298.724070 + Penalty 8232.269690 = -194066.454380
  nChanged 1
		SP:Iteration 19Q (29439.100000 sec): 3 clusters
  Score: Raw -202303.542201 + Penalty 8232.269690 = -194071.272511
  nChanged 0
		SP:Iteration 20F (29439.100000 sec): 3 clusters
  Score: Raw -202322.658270 + Penalty 8232.269690 = -194090.388580
  nChanged 2
		SP:Iteration 21Q (29439.110000 sec): 3 clusters
  Score: Raw -202483.641235 + Penalty 8232.269690 = -194251.371545
  nChanged 2
		SP:Iteration 22Q (29439.110000 sec): 3 clusters
  Score: Raw -202498.038229 + Penalty 8232.269690 = -194265.768539
  nChanged 1
		SP:Iteration 23Q (29439.120000 sec): 3 clusters
  Score: Raw -202501.154402 + Penalty 8232.269690 = -194268.884712
  nChanged 0
		SP:Iteration 24F (29439.120000 sec): 3 clusters
  Score: Raw -202501.154402 + Penalty 8232.269690 = -194268.884712
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29439.140000 sec): 2 clusters
  Score: Raw -449619.365840 + Penalty 4573.064378 = -445046.301462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29439.150000 sec): 3 clusters
  Score: Raw -449404.292924 + Penalty 9146.128756 = -440258.164168
  nChanged 364
		SP:Iteration 1F (29439.170000 sec): 3 clusters
  Score: Raw -450001.373252 + Penalty 9146.128756 = -440855.244495
  nChanged 103
		SP:Iteration 2F (29439.180000 sec): 3 clusters
  Score: Raw -450205.005070 + Penalty 9146.128756 = -441058.876313
  nChanged 53
		SP:Iteration 3Q (29439.190000 sec): 3 clusters
  Score: Raw -450320.724773 + Penalty 9146.128756 = -441174.596016
  nChanged 43
		SP:Iteration 4Q (29439.210000 sec): 3 clusters
  Score: Raw -450405.035328 + Penalty 9146.128756 = -441258.906571
  nChanged 26
		SP:Iteration 5Q (29439.220000 sec): 3 clusters
  Score: Raw -450452.070718 + Penalty 9146.128756 = -441305.941962
  nChanged 16
		SP:Iteration 6Q (29439.230000 sec): 3 clusters
  Score: Raw -450478.953778 + Penalty 9146.128756 = -441332.825022
  nChanged 16
		SP:Iteration 7Q (29439.240000 sec): 3 clusters
  Score: Raw -450500.628956 + Penalty 9146.128756 = -441354.500199
  nChanged 9
		SP:Iteration 8Q (29439.250000 sec): 3 clusters
  Score: Raw -450520.622883 + Penalty 9146.128756 = -441374.494127
  nChanged 6
		SP:Iteration 9Q (29439.270000 sec): 3 clusters
  Score: Raw -450528.340770 + Penalty 9146.128756 = -441382.212013
  nChanged 4
		SP:Iteration 10Q (29439.280000 sec): 3 clusters
  Score: Raw -450532.980905 + Penalty 9146.128756 = -441386.852149
  nChanged 2
		SP:Iteration 11Q (29439.290000 sec): 3 clusters
  Score: Raw -450535.109233 + Penalty 9146.128756 = -441388.980476
  nChanged 1
		SP:Iteration 12Q (29439.310000 sec): 3 clusters
  Score: Raw -450538.632125 + Penalty 9146.128756 = -441392.503369
  nChanged 3
		SP:Iteration 13Q (29439.320000 sec): 3 clusters
  Score: Raw -450547.245486 + Penalty 9146.128756 = -441401.116730
  nChanged 2
		SP:Iteration 14Q (29439.330000 sec): 3 clusters
  Score: Raw -450555.570695 + Penalty 9146.128756 = -441409.441938
  nChanged 7
		SP:Iteration 15Q (29439.340000 sec): 3 clusters
  Score: Raw -450566.434716 + Penalty 9146.128756 = -441420.305960
  nChanged 3
		SP:Iteration 16Q (29439.350000 sec): 3 clusters
  Score: Raw -450568.381904 + Penalty 9146.128756 = -441422.253147
  nChanged 1
		SP:Iteration 17Q (29439.370000 sec): 3 clusters
  Score: Raw -450570.615094 + Penalty 9146.128756 = -441424.486337
  nChanged 3
		SP:Iteration 18Q (29439.380000 sec): 3 clusters
  Score: Raw -450582.389783 + Penalty 9146.128756 = -441436.261027
  nChanged 7
		SP:Iteration 19Q (29439.390000 sec): 3 clusters
  Score: Raw -450592.466469 + Penalty 9146.128756 = -441446.337713
  nChanged 5
		SP:Iteration 20F (29439.410000 sec): 3 clusters
  Score: Raw -450601.328937 + Penalty 9146.128756 = -441455.200181
  nChanged 2
		SP:Iteration 21Q (29439.420000 sec): 3 clusters
  Score: Raw -450609.543465 + Penalty 9146.128756 = -441463.414709
  nChanged 3
		SP:Iteration 22Q (29439.430000 sec): 3 clusters
  Score: Raw -450615.099456 + Penalty 9146.128756 = -441468.970700
  nChanged 2
		SP:Iteration 23Q (29439.440000 sec): 3 clusters
  Score: Raw -450621.458561 + Penalty 9146.128756 = -441475.329805
  nChanged 3
		SP:Iteration 24Q (29439.450000 sec): 3 clusters
  Score: Raw -450627.169899 + Penalty 9146.128756 = -441481.041142
  nChanged 1
		SP:Iteration 25Q (29439.470000 sec): 3 clusters
  Score: Raw -450627.943278 + Penalty 9146.128756 = -441481.814521
  nChanged 0
		SP:Iteration 26F (29439.480000 sec): 3 clusters
  Score: Raw -450627.943278 + Penalty 9146.128756 = -441481.814521
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29439.490000 sec): 2 clusters
  Score: Raw -138058.043356 + Penalty 3864.824945 = -134193.218411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29439.490000 sec): 3 clusters
  Score: Raw -138484.214979 + Penalty 7729.649891 = -130754.565088
  nChanged 43
		SP:Iteration 1F (29439.500000 sec): 3 clusters
  Score: Raw -138668.241813 + Penalty 7729.649891 = -130938.591922
  nChanged 15
		SP:Iteration 2Q (29439.500000 sec): 3 clusters
  Score: Raw -138737.040271 + Penalty 7729.649891 = -131007.390380
  nChanged 6
		SP:Iteration 3Q (29439.510000 sec): 3 clusters
  Score: Raw -138764.125326 + Penalty 7729.649891 = -131034.475435
  nChanged 3
		SP:Iteration 4Q (29439.510000 sec): 3 clusters
  Score: Raw -138775.308849 + Penalty 7729.649891 = -131045.658958
  nChanged 2
		SP:Iteration 5Q (29439.510000 sec): 3 clusters
  Score: Raw -138788.245923 + Penalty 7729.649891 = -131058.596032
  nChanged 1
		SP:Iteration 6Q (29439.520000 sec): 3 clusters
  Score: Raw -138790.530663 + Penalty 7729.649891 = -131060.880772
  nChanged 0
		SP:Iteration 7F (29439.520000 sec): 3 clusters
  Score: Raw -138790.530663 + Penalty 7729.649891 = -131060.880772
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29439.650000 sec): 2 clusters
  Score: Raw -4504778.786027 + Penalty 5970.902010 = -4498807.884017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29439.780000 sec): 3 clusters
  Score: Raw -4496005.424991 + Penalty 11941.804020 = -4484063.620972
  nChanged 6779
		SP:Iteration 1F (29439.910000 sec): 3 clusters
  Score: Raw -4499591.832109 + Penalty 11941.804020 = -4487650.028090
  nChanged 1216
		SP:Iteration 2F (29440.040000 sec): 3 clusters
  Score: Raw -4500249.353003 + Penalty 11941.804020 = -4488307.548983
  nChanged 941
		SP:Iteration 3F (29440.170000 sec): 3 clusters
  Score: Raw -4500760.000891 + Penalty 11941.804020 = -4488818.196872
  nChanged 770
		SP:Iteration 4Q (29440.300000 sec): 3 clusters
  Score: Raw -4501160.383893 + Penalty 11941.804020 = -4489218.579873
  nChanged 645
		SP:Iteration 5Q (29440.430000 sec): 3 clusters
  Score: Raw -4501490.890844 + Penalty 11941.804020 = -4489549.086824
  nChanged 619
		SP:Iteration 6Q (29440.570000 sec): 3 clusters
  Score: Raw -4501835.488805 + Penalty 11941.804020 = -4489893.684785
  nChanged 584
		SP:Iteration 7Q (29440.690000 sec): 3 clusters
  Score: Raw -4502190.235419 + Penalty 11941.804020 = -4490248.431399
  nChanged 638
		SP:Iteration 8Q (29440.830000 sec): 3 clusters
  Score: Raw -4502620.818454 + Penalty 11941.804020 = -4490679.014435
  nChanged 738
		SP:Iteration 9Q (29440.960000 sec): 3 clusters
  Score: Raw -4503158.256056 + Penalty 11941.804020 = -4491216.452036
  nChanged 789
		SP:Iteration 10Q (29441.090000 sec): 3 clusters
  Score: Raw -4503799.094196 + Penalty 11941.804020 = -4491857.290176
  nChanged 827
		SP:Iteration 11Q (29441.220000 sec): 3 clusters
  Score: Raw -4504470.641949 + Penalty 11941.804020 = -4492528.837930
  nChanged 756
		SP:Iteration 12Q (29441.350000 sec): 3 clusters
  Score: Raw -4505061.245077 + Penalty 11941.804020 = -4493119.441058
  nChanged 730
		SP:Iteration 13Q (29441.480000 sec): 3 clusters
  Score: Raw -4505582.111665 + Penalty 11941.804020 = -4493640.307645
  nChanged 571
		SP:Iteration 14Q (29441.600000 sec): 3 clusters
  Score: Raw -4505928.469567 + Penalty 11941.804020 = -4493986.665547
  nChanged 422
		SP:Iteration 15Q (29441.730000 sec): 3 clusters
  Score: Raw -4506170.742115 + Penalty 11941.804020 = -4494228.938096
  nChanged 348
		SP:Iteration 16Q (29441.860000 sec): 3 clusters
  Score: Raw -4506340.539985 + Penalty 11941.804020 = -4494398.735965
  nChanged 243
		SP:Iteration 17Q (29441.980000 sec): 3 clusters
  Score: Raw -4506440.053389 + Penalty 11941.804020 = -4494498.249369
  nChanged 173
		SP:Iteration 18Q (29442.110000 sec): 3 clusters
  Score: Raw -4506510.313920 + Penalty 11941.804020 = -4494568.509900
  nChanged 137
		SP:Iteration 19Q (29442.230000 sec): 3 clusters
  Score: Raw -4506565.790624 + Penalty 11941.804020 = -4494623.986604
  nChanged 139
		SP:Iteration 20F (29442.370000 sec): 3 clusters
  Score: Raw -4506624.114268 + Penalty 11941.804020 = -4494682.310249
  nChanged 132
		SP:Iteration 21Q (29442.490000 sec): 3 clusters
  Score: Raw -4506673.396001 + Penalty 11941.804020 = -4494731.591981
  nChanged 95
		SP:Iteration 22Q (29442.610000 sec): 3 clusters
  Score: Raw -4506705.872372 + Penalty 11941.804020 = -4494764.068353
  nChanged 82
		SP:Iteration 23Q (29442.740000 sec): 3 clusters
  Score: Raw -4506730.307180 + Penalty 11941.804020 = -4494788.503161
  nChanged 78
		SP:Iteration 24Q (29442.860000 sec): 3 clusters
  Score: Raw -4506755.854590 + Penalty 11941.804020 = -4494814.050570
  nChanged 74
		SP:Iteration 25Q (29442.990000 sec): 3 clusters
  Score: Raw -4506775.665056 + Penalty 11941.804020 = -4494833.861037
  nChanged 52
		SP:Iteration 26Q (29443.110000 sec): 3 clusters
  Score: Raw -4506790.196070 + Penalty 11941.804020 = -4494848.392050
  nChanged 38
		SP:Iteration 27Q (29443.230000 sec): 3 clusters
  Score: Raw -4506799.710397 + Penalty 11941.804020 = -4494857.906377
  nChanged 38
		SP:Iteration 28Q (29443.360000 sec): 3 clusters
  Score: Raw -4506808.156537 + Penalty 11941.804020 = -4494866.352517
  nChanged 34
		SP:Iteration 29Q (29443.480000 sec): 3 clusters
  Score: Raw -4506815.877523 + Penalty 11941.804020 = -4494874.073503
  nChanged 14
		SP:Iteration 30Q (29443.610000 sec): 3 clusters
  Score: Raw -4506818.194882 + Penalty 11941.804020 = -4494876.390862
  nChanged 16
		SP:Iteration 31Q (29443.730000 sec): 3 clusters
  Score: Raw -4506821.366787 + Penalty 11941.804020 = -4494879.562768
  nChanged 12
		SP:Iteration 32Q (29443.850000 sec): 3 clusters
  Score: Raw -4506824.651852 + Penalty 11941.804020 = -4494882.847833
  nChanged 14
		SP:Iteration 33Q (29443.970000 sec): 3 clusters
  Score: Raw -4506827.339664 + Penalty 11941.804020 = -4494885.535644
  nChanged 11
		SP:Iteration 34Q (29444.100000 sec): 3 clusters
  Score: Raw -4506829.014917 + Penalty 11941.804020 = -4494887.210897
  nChanged 4
		SP:Iteration 35Q (29444.220000 sec): 3 clusters
  Score: Raw -4506829.529654 + Penalty 11941.804020 = -4494887.725634
  nChanged 2
		SP:Iteration 36Q (29444.350000 sec): 3 clusters
  Score: Raw -4506829.842840 + Penalty 11941.804020 = -4494888.038820
  nChanged 1
		SP:Iteration 37Q (29444.470000 sec): 3 clusters
  Score: Raw -4506829.904745 + Penalty 11941.804020 = -4494888.100726
  nChanged 0
		SP:Iteration 38F (29444.600000 sec): 3 clusters
  Score: Raw -4506829.904745 + Penalty 11941.804020 = -4494888.100726
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29444.630000 sec): 2 clusters
  Score: Raw -826534.545118 + Penalty 4969.840583 = -821564.704535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29444.660000 sec): 3 clusters
  Score: Raw -825562.688329 + Penalty 9939.681167 = -815623.007162
  nChanged 916
		SP:Iteration 1F (29444.690000 sec): 3 clusters
  Score: Raw -826447.036341 + Penalty 9939.681167 = -816507.355174
  nChanged 241
		SP:Iteration 2F (29444.710000 sec): 3 clusters
  Score: Raw -826767.299248 + Penalty 9939.681167 = -816827.618082
  nChanged 155
		SP:Iteration 3Q (29444.730000 sec): 3 clusters
  Score: Raw -826966.873157 + Penalty 9939.681167 = -817027.191990
  nChanged 112
		SP:Iteration 4Q (29444.760000 sec): 3 clusters
  Score: Raw -827148.118698 + Penalty 9939.681167 = -817208.437531
  nChanged 102
		SP:Iteration 5Q (29444.780000 sec): 3 clusters
  Score: Raw -827281.612310 + Penalty 9939.681167 = -817341.931143
  nChanged 89
		SP:Iteration 6Q (29444.810000 sec): 3 clusters
  Score: Raw -827401.405570 + Penalty 9939.681167 = -817461.724404
  nChanged 92
		SP:Iteration 7Q (29444.830000 sec): 3 clusters
  Score: Raw -827532.118036 + Penalty 9939.681167 = -817592.436869
  nChanged 109
		SP:Iteration 8Q (29444.850000 sec): 3 clusters
  Score: Raw -827670.070880 + Penalty 9939.681167 = -817730.389713
  nChanged 85
		SP:Iteration 9Q (29444.880000 sec): 3 clusters
  Score: Raw -827795.008561 + Penalty 9939.681167 = -817855.327394
  nChanged 106
		SP:Iteration 10Q (29444.900000 sec): 3 clusters
  Score: Raw -827985.117870 + Penalty 9939.681167 = -818045.436703
  nChanged 102
		SP:Iteration 11Q (29444.930000 sec): 3 clusters
  Score: Raw -828170.940480 + Penalty 9939.681167 = -818231.259314
  nChanged 92
		SP:Iteration 12Q (29444.950000 sec): 3 clusters
  Score: Raw -828287.839762 + Penalty 9939.681167 = -818348.158595
  nChanged 67
		SP:Iteration 13Q (29444.970000 sec): 3 clusters
  Score: Raw -828389.269342 + Penalty 9939.681167 = -818449.588175
  nChanged 73
		SP:Iteration 14Q (29444.990000 sec): 3 clusters
  Score: Raw -828500.252782 + Penalty 9939.681167 = -818560.571616
  nChanged 70
		SP:Iteration 15Q (29445.020000 sec): 3 clusters
  Score: Raw -828596.572450 + Penalty 9939.681167 = -818656.891283
  nChanged 56
		SP:Iteration 16Q (29445.040000 sec): 3 clusters
  Score: Raw -828667.193190 + Penalty 9939.681167 = -818727.512023
  nChanged 50
		SP:Iteration 17Q (29445.060000 sec): 3 clusters
  Score: Raw -828738.437974 + Penalty 9939.681167 = -818798.756808
  nChanged 34
		SP:Iteration 18Q (29445.090000 sec): 3 clusters
  Score: Raw -828780.124153 + Penalty 9939.681167 = -818840.442987
  nChanged 27
		SP:Iteration 19Q (29445.110000 sec): 3 clusters
  Score: Raw -828804.800492 + Penalty 9939.681167 = -818865.119325
  nChanged 16
		SP:Iteration 20F (29445.130000 sec): 3 clusters
  Score: Raw -828819.925878 + Penalty 9939.681167 = -818880.244711
  nChanged 8
		SP:Iteration 21Q (29445.150000 sec): 3 clusters
  Score: Raw -828827.200770 + Penalty 9939.681167 = -818887.519603
  nChanged 7
		SP:Iteration 22Q (29445.170000 sec): 3 clusters
  Score: Raw -828836.931051 + Penalty 9939.681167 = -818897.249884
  nChanged 5
		SP:Iteration 23Q (29445.200000 sec): 3 clusters
  Score: Raw -828840.789134 + Penalty 9939.681167 = -818901.107967
  nChanged 3
		SP:Iteration 24Q (29445.220000 sec): 3 clusters
  Score: Raw -828842.520063 + Penalty 9939.681167 = -818902.838896
  nChanged 2
		SP:Iteration 25Q (29445.240000 sec): 3 clusters
  Score: Raw -828844.628751 + Penalty 9939.681167 = -818904.947584
  nChanged 2
		SP:Iteration 26Q (29445.270000 sec): 3 clusters
  Score: Raw -828846.356792 + Penalty 9939.681167 = -818906.675625
  nChanged 1
		SP:Iteration 27Q (29445.290000 sec): 3 clusters
  Score: Raw -828847.292726 + Penalty 9939.681167 = -818907.611559
  nChanged 0
		SP:Iteration 28F (29445.310000 sec): 3 clusters
  Score: Raw -828847.292726 + Penalty 9939.681167 = -818907.611559
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29445.330000 sec): 2 clusters
  Score: Raw -381642.611639 + Penalty 4455.194120 = -377187.417520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29445.340000 sec): 3 clusters
  Score: Raw -381514.470278 + Penalty 8910.388239 = -372604.082039
  nChanged 270
		SP:Iteration 1F (29445.350000 sec): 3 clusters
  Score: Raw -381982.093495 + Penalty 8910.388239 = -373071.705256
  nChanged 81
		SP:Iteration 2F (29445.360000 sec): 3 clusters
  Score: Raw -382143.064288 + Penalty 8910.388239 = -373232.676048
  nChanged 28
		SP:Iteration 3Q (29445.370000 sec): 3 clusters
  Score: Raw -382214.404437 + Penalty 8910.388239 = -373304.016198
  nChanged 21
		SP:Iteration 4Q (29445.380000 sec): 3 clusters
  Score: Raw -382298.976137 + Penalty 8910.388239 = -373388.587898
  nChanged 18
		SP:Iteration 5Q (29445.400000 sec): 3 clusters
  Score: Raw -382352.397867 + Penalty 8910.388239 = -373442.009628
  nChanged 15
		SP:Iteration 6Q (29445.410000 sec): 3 clusters
  Score: Raw -382383.647217 + Penalty 8910.388239 = -373473.258978
  nChanged 10
		SP:Iteration 7Q (29445.420000 sec): 3 clusters
  Score: Raw -382401.664394 + Penalty 8910.388239 = -373491.276155
  nChanged 2
		SP:Iteration 8Q (29445.430000 sec): 3 clusters
  Score: Raw -382404.676040 + Penalty 8910.388239 = -373494.287801
  nChanged 2
		SP:Iteration 9Q (29445.440000 sec): 3 clusters
  Score: Raw -382408.527196 + Penalty 8910.388239 = -373498.138957
  nChanged 3
		SP:Iteration 10Q (29445.450000 sec): 3 clusters
  Score: Raw -382414.584099 + Penalty 8910.388239 = -373504.195860
  nChanged 6
		SP:Iteration 11Q (29445.460000 sec): 3 clusters
  Score: Raw -382423.595127 + Penalty 8910.388239 = -373513.206888
  nChanged 3
		SP:Iteration 12Q (29445.470000 sec): 3 clusters
  Score: Raw -382427.891668 + Penalty 8910.388239 = -373517.503429
  nChanged 1
		SP:Iteration 13Q (29445.480000 sec): 3 clusters
  Score: Raw -382428.472019 + Penalty 8910.388239 = -373518.083780
  nChanged 0
		SP:Iteration 14F (29445.490000 sec): 3 clusters
  Score: Raw -382428.472019 + Penalty 8910.388239 = -373518.083780
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (2469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29445.510000 sec): 2 clusters
  Score: Raw -630927.806961 + Penalty 4784.585700 = -626143.221261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29445.530000 sec): 3 clusters
  Score: Raw -630434.083161 + Penalty 9569.171399 = -620864.911762
  nChanged 657
		SP:Iteration 1F (29445.550000 sec): 3 clusters
  Score: Raw -631432.304118 + Penalty 9569.171399 = -621863.132719
  nChanged 231
		SP:Iteration 2F (29445.570000 sec): 3 clusters
  Score: Raw -632047.643729 + Penalty 9569.171399 = -622478.472330
  nChanged 196
		SP:Iteration 3F (29445.580000 sec): 3 clusters
  Score: Raw -632801.593633 + Penalty 9569.171399 = -623232.422233
  nChanged 210
		SP:Iteration 4F (29445.600000 sec): 3 clusters
  Score: Raw -633843.103740 + Penalty 9569.171399 = -624273.932341
  nChanged 226
		SP:Iteration 5F (29445.620000 sec): 3 clusters
  Score: Raw -635216.931951 + Penalty 9569.171399 = -625647.760551
  nChanged 199
		SP:Iteration 6F (29445.640000 sec): 3 clusters
  Score: Raw -636694.715237 + Penalty 9569.171399 = -627125.543837
  nChanged 87
		SP:Iteration 7Q (29445.660000 sec): 3 clusters
  Score: Raw -637449.618020 + Penalty 9569.171399 = -627880.446620
  nChanged 39
		SP:Iteration 8Q (29445.670000 sec): 3 clusters
  Score: Raw -637635.070501 + Penalty 9569.171399 = -628065.899101
  nChanged 9
		SP:Iteration 9Q (29445.680000 sec): 3 clusters
  Score: Raw -637666.758665 + Penalty 9569.171399 = -628097.587265
  nChanged 6
		SP:Iteration 10Q (29445.690000 sec): 3 clusters
  Score: Raw -637679.621946 + Penalty 9569.171399 = -628110.450547
  nChanged 3
		SP:Iteration 11Q (29445.700000 sec): 3 clusters
  Score: Raw -637686.887096 + Penalty 9569.171399 = -628117.715697
  nChanged 3
		SP:Iteration 12Q (29445.720000 sec): 3 clusters
  Score: Raw -637698.089854 + Penalty 9569.171399 = -628128.918454
  nChanged 3
		SP:Iteration 13Q (29445.730000 sec): 3 clusters
  Score: Raw -637706.015866 + Penalty 9569.171399 = -628136.844466
  nChanged 1
		SP:Iteration 14Q (29445.740000 sec): 3 clusters
  Score: Raw -637708.611679 + Penalty 9569.171399 = -628139.440279
  nChanged 2
		SP:Iteration 15Q (29445.750000 sec): 3 clusters
  Score: Raw -637711.890229 + Penalty 9569.171399 = -628142.718830
  nChanged 0
		SP:Iteration 16F (29445.770000 sec): 3 clusters
  Score: Raw -637711.890229 + Penalty 9569.171399 = -628142.718830
  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 23.77 GB.

 Trying to split cluster 45 (13127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29445.870000 sec): 2 clusters
  Score: Raw -3414128.112378 + Penalty 5807.986205 = -3408320.126173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29445.970000 sec): 3 clusters
  Score: Raw -3407731.198847 + Penalty 11615.972410 = -3396115.226438
  nChanged 5059
		SP:Iteration 1F (29446.070000 sec): 3 clusters
  Score: Raw -3410513.960574 + Penalty 11615.972410 = -3398897.988165
  nChanged 917
		SP:Iteration 2F (29446.170000 sec): 3 clusters
  Score: Raw -3410999.296078 + Penalty 11615.972410 = -3399383.323668
  nChanged 604
		SP:Iteration 3Q (29446.270000 sec): 3 clusters
  Score: Raw -3411293.618571 + Penalty 11615.972410 = -3399677.646161
  nChanged 469
		SP:Iteration 4Q (29446.370000 sec): 3 clusters
  Score: Raw -3411523.001698 + Penalty 11615.972410 = -3399907.029288
  nChanged 372
		SP:Iteration 5Q (29446.470000 sec): 3 clusters
  Score: Raw -3411687.608326 + Penalty 11615.972410 = -3400071.635917
  nChanged 315
		SP:Iteration 6Q (29446.570000 sec): 3 clusters
  Score: Raw -3411822.165306 + Penalty 11615.972410 = -3400206.192897
  nChanged 252
		SP:Iteration 7Q (29446.670000 sec): 3 clusters
  Score: Raw -3411928.250088 + Penalty 11615.972410 = -3400312.277678
  nChanged 229
		SP:Iteration 8Q (29446.770000 sec): 3 clusters
  Score: Raw -3412012.469190 + Penalty 11615.972410 = -3400396.496780
  nChanged 217
		SP:Iteration 9Q (29446.870000 sec): 3 clusters
  Score: Raw -3412092.527512 + Penalty 11615.972410 = -3400476.555102
  nChanged 181
		SP:Iteration 10Q (29446.970000 sec): 3 clusters
  Score: Raw -3412171.148840 + Penalty 11615.972410 = -3400555.176431
  nChanged 221
		SP:Iteration 11Q (29447.070000 sec): 3 clusters
  Score: Raw -3412267.222363 + Penalty 11615.972410 = -3400651.249953
  nChanged 209
		SP:Iteration 12Q (29447.170000 sec): 3 clusters
  Score: Raw -3412354.995808 + Penalty 11615.972410 = -3400739.023399
  nChanged 221
		SP:Iteration 13Q (29447.270000 sec): 3 clusters
  Score: Raw -3412453.391000 + Penalty 11615.972410 = -3400837.418591
  nChanged 244
		SP:Iteration 14Q (29447.370000 sec): 3 clusters
  Score: Raw -3412573.058745 + Penalty 11615.972410 = -3400957.086335
  nChanged 277
		SP:Iteration 15Q (29447.470000 sec): 3 clusters
  Score: Raw -3412723.525416 + Penalty 11615.972410 = -3401107.553006
  nChanged 314
		SP:Iteration 16Q (29447.570000 sec): 3 clusters
  Score: Raw -3412906.265092 + Penalty 11615.972410 = -3401290.292682
  nChanged 338
		SP:Iteration 17Q (29447.660000 sec): 3 clusters
  Score: Raw -3413129.027719 + Penalty 11615.972410 = -3401513.055310
  nChanged 348
		SP:Iteration 18Q (29447.760000 sec): 3 clusters
  Score: Raw -3413363.760689 + Penalty 11615.972410 = -3401747.788279
  nChanged 335
		SP:Iteration 19Q (29447.860000 sec): 3 clusters
  Score: Raw -3413585.247178 + Penalty 11615.972410 = -3401969.274768
  nChanged 344
		SP:Iteration 20F (29447.960000 sec): 3 clusters
  Score: Raw -3413839.805616 + Penalty 11615.972410 = -3402223.833206
  nChanged 332
		SP:Iteration 21Q (29448.060000 sec): 3 clusters
  Score: Raw -3414113.465252 + Penalty 11615.972410 = -3402497.492842
  nChanged 323
		SP:Iteration 22Q (29448.160000 sec): 3 clusters
  Score: Raw -3414400.599923 + Penalty 11615.972410 = -3402784.627513
  nChanged 281
		SP:Iteration 23Q (29448.250000 sec): 3 clusters
  Score: Raw -3414660.831743 + Penalty 11615.972410 = -3403044.859333
  nChanged 273
		SP:Iteration 24Q (29448.340000 sec): 3 clusters
  Score: Raw -3414923.581442 + Penalty 11615.972410 = -3403307.609032
  nChanged 247
		SP:Iteration 25Q (29448.440000 sec): 3 clusters
  Score: Raw -3415164.119993 + Penalty 11615.972410 = -3403548.147583
  nChanged 197
		SP:Iteration 26Q (29448.530000 sec): 3 clusters
  Score: Raw -3415332.988698 + Penalty 11615.972410 = -3403717.016288
  nChanged 148
		SP:Iteration 27Q (29448.620000 sec): 3 clusters
  Score: Raw -3415446.359605 + Penalty 11615.972410 = -3403830.387195
  nChanged 91
		SP:Iteration 28Q (29448.710000 sec): 3 clusters
  Score: Raw -3415523.848217 + Penalty 11615.972410 = -3403907.875807
  nChanged 70
		SP:Iteration 29Q (29448.800000 sec): 3 clusters
  Score: Raw -3415578.344532 + Penalty 11615.972410 = -3403962.372123
  nChanged 58
		SP:Iteration 30Q (29448.880000 sec): 3 clusters
  Score: Raw -3415627.160924 + Penalty 11615.972410 = -3404011.188514
  nChanged 51
		SP:Iteration 31Q (29448.970000 sec): 3 clusters
  Score: Raw -3415666.411729 + Penalty 11615.972410 = -3404050.439319
  nChanged 36
		SP:Iteration 32Q (29449.060000 sec): 3 clusters
  Score: Raw -3415695.736711 + Penalty 11615.972410 = -3404079.764301
  nChanged 26
		SP:Iteration 33Q (29449.140000 sec): 3 clusters
  Score: Raw -3415715.868205 + Penalty 11615.972410 = -3404099.895795
  nChanged 14
		SP:Iteration 34Q (29449.230000 sec): 3 clusters
  Score: Raw -3415727.349052 + Penalty 11615.972410 = -3404111.376643
  nChanged 14
		SP:Iteration 35Q (29449.320000 sec): 3 clusters
  Score: Raw -3415740.030733 + Penalty 11615.972410 = -3404124.058323
  nChanged 14
		SP:Iteration 36Q (29449.400000 sec): 3 clusters
  Score: Raw -3415751.768554 + Penalty 11615.972410 = -3404135.796144
  nChanged 8
		SP:Iteration 37Q (29449.480000 sec): 3 clusters
  Score: Raw -3415757.361297 + Penalty 11615.972410 = -3404141.388888
  nChanged 5
		SP:Iteration 38Q (29449.570000 sec): 3 clusters
  Score: Raw -3415761.303071 + Penalty 11615.972410 = -3404145.330661
  nChanged 4
		SP:Iteration 39Q (29449.660000 sec): 3 clusters
  Score: Raw -3415764.823475 + Penalty 11615.972410 = -3404148.851066
  nChanged 4
		SP:Iteration 40F (29449.750000 sec): 3 clusters
  Score: Raw -3415767.288703 + Penalty 11615.972410 = -3404151.316294
  nChanged 1
		SP:Iteration 41Q (29449.840000 sec): 3 clusters
  Score: Raw -3415767.956019 + Penalty 11615.972410 = -3404151.983609
  nChanged 0
		SP:Iteration 42F (29449.940000 sec): 3 clusters
  Score: Raw -3415767.956019 + Penalty 11615.972410 = -3404151.983609
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (15729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29450.040000 sec): 2 clusters
  Score: Raw -4193475.600032 + Penalty 5918.747621 = -4187556.852411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29450.160000 sec): 3 clusters
  Score: Raw -4185579.372146 + Penalty 11837.495241 = -4173741.876905
  nChanged 6165
		SP:Iteration 1F (29450.280000 sec): 3 clusters
  Score: Raw -4188918.677316 + Penalty 11837.495241 = -4177081.182075
  nChanged 1089
		SP:Iteration 2F (29450.400000 sec): 3 clusters
  Score: Raw -4189533.660661 + Penalty 11837.495241 = -4177696.165420
  nChanged 840
		SP:Iteration 3F (29450.520000 sec): 3 clusters
  Score: Raw -4189963.510347 + Penalty 11837.495241 = -4178126.015106
  nChanged 635
		SP:Iteration 4Q (29450.640000 sec): 3 clusters
  Score: Raw -4190293.506707 + Penalty 11837.495241 = -4178456.011466
  nChanged 561
		SP:Iteration 5Q (29450.760000 sec): 3 clusters
  Score: Raw -4190586.168777 + Penalty 11837.495241 = -4178748.673536
  nChanged 475
		SP:Iteration 6Q (29450.880000 sec): 3 clusters
  Score: Raw -4190833.586509 + Penalty 11837.495241 = -4178996.091268
  nChanged 471
		SP:Iteration 7Q (29451.000000 sec): 3 clusters
  Score: Raw -4191083.209975 + Penalty 11837.495241 = -4179245.714734
  nChanged 472
		SP:Iteration 8Q (29451.120000 sec): 3 clusters
  Score: Raw -4191348.929818 + Penalty 11837.495241 = -4179511.434577
  nChanged 444
		SP:Iteration 9Q (29451.240000 sec): 3 clusters
  Score: Raw -4191584.772422 + Penalty 11837.495241 = -4179747.277181
  nChanged 444
		SP:Iteration 10Q (29451.360000 sec): 3 clusters
  Score: Raw -4191819.554725 + Penalty 11837.495241 = -4179982.059484
  nChanged 440
		SP:Iteration 11Q (29451.480000 sec): 3 clusters
  Score: Raw -4192036.661162 + Penalty 11837.495241 = -4180199.165921
  nChanged 431
		SP:Iteration 12Q (29451.600000 sec): 3 clusters
  Score: Raw -4192260.827669 + Penalty 11837.495241 = -4180423.332428
  nChanged 400
		SP:Iteration 13Q (29451.720000 sec): 3 clusters
  Score: Raw -4192430.958527 + Penalty 11837.495241 = -4180593.463286
  nChanged 317
		SP:Iteration 14Q (29451.840000 sec): 3 clusters
  Score: Raw -4192564.804868 + Penalty 11837.495241 = -4180727.309627
  nChanged 288
		SP:Iteration 15Q (29451.950000 sec): 3 clusters
  Score: Raw -4192678.044651 + Penalty 11837.495241 = -4180840.549410
  nChanged 247
		SP:Iteration 16Q (29452.070000 sec): 3 clusters
  Score: Raw -4192778.459248 + Penalty 11837.495241 = -4180940.964007
  nChanged 216
		SP:Iteration 17Q (29452.190000 sec): 3 clusters
  Score: Raw -4192855.361704 + Penalty 11837.495241 = -4181017.866463
  nChanged 184
		SP:Iteration 18Q (29452.310000 sec): 3 clusters
  Score: Raw -4192919.877473 + Penalty 11837.495241 = -4181082.382232
  nChanged 170
		SP:Iteration 19Q (29452.420000 sec): 3 clusters
  Score: Raw -4192986.261001 + Penalty 11837.495241 = -4181148.765760
  nChanged 178
		SP:Iteration 20F (29452.540000 sec): 3 clusters
  Score: Raw -4193052.674686 + Penalty 11837.495241 = -4181215.179445
  nChanged 176
		SP:Iteration 21Q (29452.660000 sec): 3 clusters
  Score: Raw -4193117.504358 + Penalty 11837.495241 = -4181280.009117
  nChanged 160
		SP:Iteration 22Q (29452.780000 sec): 3 clusters
  Score: Raw -4193173.176110 + Penalty 11837.495241 = -4181335.680868
  nChanged 145
		SP:Iteration 23Q (29452.900000 sec): 3 clusters
  Score: Raw -4193227.991555 + Penalty 11837.495241 = -4181390.496314
  nChanged 144
		SP:Iteration 24Q (29453.020000 sec): 3 clusters
  Score: Raw -4193290.830779 + Penalty 11837.495241 = -4181453.335538
  nChanged 163
		SP:Iteration 25Q (29453.130000 sec): 3 clusters
  Score: Raw -4193364.752301 + Penalty 11837.495241 = -4181527.257060
  nChanged 172
		SP:Iteration 26Q (29453.250000 sec): 3 clusters
  Score: Raw -4193439.585742 + Penalty 11837.495241 = -4181602.090501
  nChanged 159
		SP:Iteration 27Q (29453.370000 sec): 3 clusters
  Score: Raw -4193512.168534 + Penalty 11837.495241 = -4181674.673293
  nChanged 159
		SP:Iteration 28Q (29453.480000 sec): 3 clusters
  Score: Raw -4193589.799214 + Penalty 11837.495241 = -4181752.303973
  nChanged 175
		SP:Iteration 29Q (29453.600000 sec): 3 clusters
  Score: Raw -4193680.581793 + Penalty 11837.495241 = -4181843.086552
  nChanged 179
		SP:Iteration 30Q (29453.720000 sec): 3 clusters
  Score: Raw -4193779.791967 + Penalty 11837.495241 = -4181942.296726
  nChanged 200
		SP:Iteration 31Q (29453.840000 sec): 3 clusters
  Score: Raw -4193892.946309 + Penalty 11837.495241 = -4182055.451068
  nChanged 193
		SP:Iteration 32Q (29453.950000 sec): 3 clusters
  Score: Raw -4194004.279210 + Penalty 11837.495241 = -4182166.783969
  nChanged 190
		SP:Iteration 33Q (29454.070000 sec): 3 clusters
  Score: Raw -4194111.638553 + Penalty 11837.495241 = -4182274.143312
  nChanged 178
		SP:Iteration 34Q (29454.180000 sec): 3 clusters
  Score: Raw -4194212.433621 + Penalty 11837.495241 = -4182374.938380
  nChanged 157
		SP:Iteration 35Q (29454.300000 sec): 3 clusters
  Score: Raw -4194309.051216 + Penalty 11837.495241 = -4182471.555975
  nChanged 186
		SP:Iteration 36Q (29454.410000 sec): 3 clusters
  Score: Raw -4194407.267823 + Penalty 11837.495241 = -4182569.772582
  nChanged 152
		SP:Iteration 37Q (29454.520000 sec): 3 clusters
  Score: Raw -4194490.782354 + Penalty 11837.495241 = -4182653.287113
  nChanged 129
		SP:Iteration 38Q (29454.640000 sec): 3 clusters
  Score: Raw -4194562.435265 + Penalty 11837.495241 = -4182724.940024
  nChanged 118
		SP:Iteration 39Q (29454.740000 sec): 3 clusters
  Score: Raw -4194626.087119 + Penalty 11837.495241 = -4182788.591878
  nChanged 112
		SP:Iteration 40F (29454.860000 sec): 3 clusters
  Score: Raw -4194683.621153 + Penalty 11837.495241 = -4182846.125912
  nChanged 88
		SP:Iteration 41Q (29454.970000 sec): 3 clusters
  Score: Raw -4194732.795366 + Penalty 11837.495241 = -4182895.300125
  nChanged 82
		SP:Iteration 42Q (29455.080000 sec): 3 clusters
  Score: Raw -4194775.953177 + Penalty 11837.495241 = -4182938.457936
  nChanged 90
		SP:Iteration 43Q (29455.180000 sec): 3 clusters
  Score: Raw -4194817.323329 + Penalty 11837.495241 = -4182979.828088
  nChanged 70
		SP:Iteration 44Q (29455.290000 sec): 3 clusters
  Score: Raw -4194852.557580 + Penalty 11837.495241 = -4183015.062339
  nChanged 54
		SP:Iteration 45Q (29455.400000 sec): 3 clusters
  Score: Raw -4194882.334164 + Penalty 11837.495241 = -4183044.838923
  nChanged 53
		SP:Iteration 46Q (29455.500000 sec): 3 clusters
  Score: Raw -4194908.954305 + Penalty 11837.495241 = -4183071.459064
  nChanged 55
		SP:Iteration 47Q (29455.600000 sec): 3 clusters
  Score: Raw -4194939.683923 + Penalty 11837.495241 = -4183102.188682
  nChanged 56
		SP:Iteration 48Q (29455.710000 sec): 3 clusters
  Score: Raw -4194972.475066 + Penalty 11837.495241 = -4183134.979825
  nChanged 62
		SP:Iteration 49Q (29455.810000 sec): 3 clusters
  Score: Raw -4195007.933328 + Penalty 11837.495241 = -4183170.438087
  nChanged 55
		SP:Iteration 50Q (29455.910000 sec): 3 clusters
  Score: Raw -4195037.736125 + Penalty 11837.495241 = -4183200.240884
  nChanged 42
		SP:Iteration 51Q (29456.010000 sec): 3 clusters
  Score: Raw -4195062.669407 + Penalty 11837.495241 = -4183225.174166
  nChanged 49
		SP:Iteration 52Q (29456.110000 sec): 3 clusters
  Score: Raw -4195091.614767 + Penalty 11837.495241 = -4183254.119526
  nChanged 33
		SP:Iteration 53Q (29456.210000 sec): 3 clusters
  Score: Raw -4195109.721400 + Penalty 11837.495241 = -4183272.226159
  nChanged 33
		SP:Iteration 54Q (29456.310000 sec): 3 clusters
  Score: Raw -4195127.496865 + Penalty 11837.495241 = -4183290.001624
  nChanged 29
		SP:Iteration 55Q (29456.410000 sec): 3 clusters
  Score: Raw -4195141.497188 + Penalty 11837.495241 = -4183304.001947
  nChanged 20
		SP:Iteration 56Q (29456.510000 sec): 3 clusters
  Score: Raw -4195151.737658 + Penalty 11837.495241 = -4183314.242417
  nChanged 22
		SP:Iteration 57Q (29456.610000 sec): 3 clusters
  Score: Raw -4195162.598938 + Penalty 11837.495241 = -4183325.103697
  nChanged 22
		SP:Iteration 58Q (29456.700000 sec): 3 clusters
  Score: Raw -4195172.796801 + Penalty 11837.495241 = -4183335.301560
  nChanged 18
		SP:Iteration 59Q (29456.800000 sec): 3 clusters
  Score: Raw -4195182.575474 + Penalty 11837.495241 = -4183345.080233
  nChanged 23
		SP:Iteration 60F (29456.920000 sec): 3 clusters
  Score: Raw -4195192.761834 + Penalty 11837.495241 = -4183355.266593
  nChanged 17
		SP:Iteration 61Q (29457.020000 sec): 3 clusters
  Score: Raw -4195200.690141 + Penalty 11837.495241 = -4183363.194900
  nChanged 9
		SP:Iteration 62Q (29457.120000 sec): 3 clusters
  Score: Raw -4195204.359247 + Penalty 11837.495241 = -4183366.864006
  nChanged 6
		SP:Iteration 63Q (29457.210000 sec): 3 clusters
  Score: Raw -4195206.716232 + Penalty 11837.495241 = -4183369.220991
  nChanged 4
		SP:Iteration 64Q (29457.310000 sec): 3 clusters
  Score: Raw -4195209.367883 + Penalty 11837.495241 = -4183371.872642
  nChanged 6
		SP:Iteration 65Q (29457.410000 sec): 3 clusters
  Score: Raw -4195211.450912 + Penalty 11837.495241 = -4183373.955671
  nChanged 3
		SP:Iteration 66Q (29457.500000 sec): 3 clusters
  Score: Raw -4195212.890733 + Penalty 11837.495241 = -4183375.395492
  nChanged 5
		SP:Iteration 67Q (29457.600000 sec): 3 clusters
  Score: Raw -4195214.804357 + Penalty 11837.495241 = -4183377.309116
  nChanged 3
		SP:Iteration 68Q (29457.700000 sec): 3 clusters
  Score: Raw -4195216.454268 + Penalty 11837.495241 = -4183378.959027
  nChanged 4
		SP:Iteration 69Q (29457.790000 sec): 3 clusters
  Score: Raw -4195218.338980 + Penalty 11837.495241 = -4183380.843739
  nChanged 4
		SP:Iteration 70Q (29457.890000 sec): 3 clusters
  Score: Raw -4195219.336166 + Penalty 11837.495241 = -4183381.840925
  nChanged 4
		SP:Iteration 71Q (29457.990000 sec): 3 clusters
  Score: Raw -4195221.086312 + Penalty 11837.495241 = -4183383.591071
  nChanged 3
		SP:Iteration 72Q (29458.080000 sec): 3 clusters
  Score: Raw -4195222.435820 + Penalty 11837.495241 = -4183384.940579
  nChanged 1
		SP:Iteration 73Q (29458.180000 sec): 3 clusters
  Score: Raw -4195222.883466 + Penalty 11837.495241 = -4183385.388225
  nChanged 1
		SP:Iteration 74Q (29458.280000 sec): 3 clusters
  Score: Raw -4195223.549525 + Penalty 11837.495241 = -4183386.054284
  nChanged 1
		SP:Iteration 75Q (29458.370000 sec): 3 clusters
  Score: Raw -4195223.834744 + Penalty 11837.495241 = -4183386.339503
  nChanged 1
		SP:Iteration 76Q (29458.470000 sec): 3 clusters
  Score: Raw -4195224.380041 + Penalty 11837.495241 = -4183386.884800
  nChanged 2
		SP:Iteration 77Q (29458.570000 sec): 3 clusters
  Score: Raw -4195225.022832 + Penalty 11837.495241 = -4183387.527591
  nChanged 2
		SP:Iteration 78Q (29458.660000 sec): 3 clusters
  Score: Raw -4195225.434043 + Penalty 11837.495241 = -4183387.938802
  nChanged 0
		SP:Iteration 79F (29458.780000 sec): 3 clusters
  Score: Raw -4195225.434043 + Penalty 11837.495241 = -4183387.938802
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (89278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29459.400000 sec): 2 clusters
  Score: Raw -23788044.984525 + Penalty 6982.200105 = -23781062.784420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29460.080000 sec): 3 clusters
  Score: Raw -23733875.238922 + Penalty 13964.400211 = -23719910.838711
  nChanged 40416
		SP:Iteration 1F (29460.750000 sec): 3 clusters
  Score: Raw -23755987.304525 + Penalty 13964.400211 = -23742022.904314
  nChanged 3700
		SP:Iteration 2Q (29461.440000 sec): 3 clusters
  Score: Raw -23757000.122226 + Penalty 13964.400211 = -23743035.722016
  nChanged 3239
		SP:Iteration 3Q (29462.120000 sec): 3 clusters
  Score: Raw -23757842.524562 + Penalty 13964.400211 = -23743878.124351
  nChanged 2982
		SP:Iteration 4Q (29462.810000 sec): 3 clusters
  Score: Raw -23758650.306620 + Penalty 13964.400211 = -23744685.906410
  nChanged 2992
		SP:Iteration 5Q (29463.490000 sec): 3 clusters
  Score: Raw -23759583.121683 + Penalty 13964.400211 = -23745618.721473
  nChanged 3302
		SP:Iteration 6Q (29464.170000 sec): 3 clusters
  Score: Raw -23760847.988990 + Penalty 13964.400211 = -23746883.588779
  nChanged 4113
		SP:Iteration 7Q (29464.850000 sec): 3 clusters
  Score: Raw -23762876.753358 + Penalty 13964.400211 = -23748912.353147
  nChanged 5163
		SP:Iteration 8F (29465.520000 sec): 3 clusters
  Score: Raw -23766020.889145 + Penalty 13964.400211 = -23752056.488935
  nChanged 6377
		SP:Iteration 9F (29466.200000 sec): 3 clusters
  Score: Raw -23770827.251456 + Penalty 13964.400211 = -23756862.851245
  nChanged 6734
		SP:Iteration 10F (29466.870000 sec): 3 clusters
  Score: Raw -23776775.125026 + Penalty 13964.400211 = -23762810.724815
  nChanged 5777
		SP:Iteration 11F (29467.540000 sec): 3 clusters
  Score: Raw -23782183.602744 + Penalty 13964.400211 = -23768219.202533
  nChanged 3730
		SP:Iteration 12Q (29468.190000 sec): 3 clusters
  Score: Raw -23785659.448144 + Penalty 13964.400211 = -23771695.047934
  nChanged 1908
		SP:Iteration 13Q (29468.800000 sec): 3 clusters
  Score: Raw -23787374.742756 + Penalty 13964.400211 = -23773410.342546
  nChanged 853
		SP:Iteration 14Q (29469.360000 sec): 3 clusters
  Score: Raw -23788128.154955 + Penalty 13964.400211 = -23774163.754744
  nChanged 384
		SP:Iteration 15Q (29469.890000 sec): 3 clusters
  Score: Raw -23788476.003519 + Penalty 13964.400211 = -23774511.603308
  nChanged 191
		SP:Iteration 16Q (29470.390000 sec): 3 clusters
  Score: Raw -23788661.304893 + Penalty 13964.400211 = -23774696.904682
  nChanged 106
		SP:Iteration 17Q (29470.890000 sec): 3 clusters
  Score: Raw -23788762.573214 + Penalty 13964.400211 = -23774798.173004
  nChanged 61
		SP:Iteration 18Q (29471.380000 sec): 3 clusters
  Score: Raw -23788820.225306 + Penalty 13964.400211 = -23774855.825096
  nChanged 33
		SP:Iteration 19Q (29471.860000 sec): 3 clusters
  Score: Raw -23788855.482906 + Penalty 13964.400211 = -23774891.082695
  nChanged 24
		SP:Iteration 20F (29472.530000 sec): 3 clusters
  Score: Raw -23788879.006996 + Penalty 13964.400211 = -23774914.606786
  nChanged 14
		SP:Iteration 21Q (29473.010000 sec): 3 clusters
  Score: Raw -23788893.521073 + Penalty 13964.400211 = -23774929.120863
  nChanged 13
		SP:Iteration 22Q (29473.490000 sec): 3 clusters
  Score: Raw -23788907.428770 + Penalty 13964.400211 = -23774943.028560
  nChanged 11
		SP:Iteration 23Q (29473.980000 sec): 3 clusters
  Score: Raw -23788918.170456 + Penalty 13964.400211 = -23774953.770245
  nChanged 14
		SP:Iteration 24Q (29474.460000 sec): 3 clusters
  Score: Raw -23788930.628291 + Penalty 13964.400211 = -23774966.228080
  nChanged 10
		SP:Iteration 25Q (29474.940000 sec): 3 clusters
  Score: Raw -23788940.538586 + Penalty 13964.400211 = -23774976.138376
  nChanged 11
		SP:Iteration 26Q (29475.410000 sec): 3 clusters
  Score: Raw -23788950.491008 + Penalty 13964.400211 = -23774986.090797
  nChanged 4
		SP:Iteration 27Q (29475.890000 sec): 3 clusters
  Score: Raw -23788954.311996 + Penalty 13964.400211 = -23774989.911786
  nChanged 2
		SP:Iteration 28Q (29476.360000 sec): 3 clusters
  Score: Raw -23788955.979185 + Penalty 13964.400211 = -23774991.578975
  nChanged 0
		SP:Iteration 29F (29477.030000 sec): 3 clusters
  Score: Raw -23788955.979185 + Penalty 13964.400211 = -23774991.578975
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (6254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29477.130000 sec): 2 clusters
  Score: Raw -1587248.157335 + Penalty 5353.848130 = -1581894.309205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29477.180000 sec): 3 clusters
  Score: Raw -1584772.625423 + Penalty 10707.696259 = -1574064.929164
  nChanged 2088
		SP:Iteration 1F (29477.220000 sec): 3 clusters
  Score: Raw -1586321.648019 + Penalty 10707.696259 = -1575613.951760
  nChanged 549
		SP:Iteration 2F (29477.270000 sec): 3 clusters
  Score: Raw -1586858.278407 + Penalty 10707.696259 = -1576150.582148
  nChanged 366
		SP:Iteration 3F (29477.310000 sec): 3 clusters
  Score: Raw -1587268.602052 + Penalty 10707.696259 = -1576560.905793
  nChanged 337
		SP:Iteration 4F (29477.360000 sec): 3 clusters
  Score: Raw -1587735.746146 + Penalty 10707.696259 = -1577028.049886
  nChanged 344
		SP:Iteration 5F (29477.410000 sec): 3 clusters
  Score: Raw -1588236.244558 + Penalty 10707.696259 = -1577528.548299
  nChanged 332
		SP:Iteration 6F (29477.450000 sec): 3 clusters
  Score: Raw -1588760.287523 + Penalty 10707.696259 = -1578052.591264
  nChanged 335
		SP:Iteration 7F (29477.500000 sec): 3 clusters
  Score: Raw -1589264.287392 + Penalty 10707.696259 = -1578556.591133
  nChanged 305
		SP:Iteration 8Q (29477.540000 sec): 3 clusters
  Score: Raw -1589662.831037 + Penalty 10707.696259 = -1578955.134778
  nChanged 249
		SP:Iteration 9Q (29477.580000 sec): 3 clusters
  Score: Raw -1589942.188892 + Penalty 10707.696259 = -1579234.492633
  nChanged 166
		SP:Iteration 10Q (29477.630000 sec): 3 clusters
  Score: Raw -1590105.097569 + Penalty 10707.696259 = -1579397.401310
  nChanged 118
		SP:Iteration 11Q (29477.670000 sec): 3 clusters
  Score: Raw -1590189.995940 + Penalty 10707.696259 = -1579482.299681
  nChanged 69
		SP:Iteration 12Q (29477.710000 sec): 3 clusters
  Score: Raw -1590242.065748 + Penalty 10707.696259 = -1579534.369489
  nChanged 58
		SP:Iteration 13Q (29477.750000 sec): 3 clusters
  Score: Raw -1590284.756181 + Penalty 10707.696259 = -1579577.059921
  nChanged 46
		SP:Iteration 14Q (29477.790000 sec): 3 clusters
  Score: Raw -1590317.457628 + Penalty 10707.696259 = -1579609.761369
  nChanged 28
		SP:Iteration 15Q (29477.840000 sec): 3 clusters
  Score: Raw -1590333.662912 + Penalty 10707.696259 = -1579625.966653
  nChanged 12
		SP:Iteration 16Q (29477.880000 sec): 3 clusters
  Score: Raw -1590339.279028 + Penalty 10707.696259 = -1579631.582769
  nChanged 15
		SP:Iteration 17Q (29477.920000 sec): 3 clusters
  Score: Raw -1590347.734109 + Penalty 10707.696259 = -1579640.037850
  nChanged 12
		SP:Iteration 18Q (29477.960000 sec): 3 clusters
  Score: Raw -1590352.344178 + Penalty 10707.696259 = -1579644.647919
  nChanged 8
		SP:Iteration 19Q (29478.000000 sec): 3 clusters
  Score: Raw -1590355.314003 + Penalty 10707.696259 = -1579647.617744
  nChanged 4
		SP:Iteration 20F (29478.040000 sec): 3 clusters
  Score: Raw -1590358.024715 + Penalty 10707.696259 = -1579650.328456
  nChanged 3
		SP:Iteration 21Q (29478.090000 sec): 3 clusters
  Score: Raw -1590359.694671 + Penalty 10707.696259 = -1579651.998412
  nChanged 1
		SP:Iteration 22Q (29478.130000 sec): 3 clusters
  Score: Raw -1590360.074771 + Penalty 10707.696259 = -1579652.378512
  nChanged 0
		SP:Iteration 23F (29478.170000 sec): 3 clusters
  Score: Raw -1590360.074771 + Penalty 10707.696259 = -1579652.378512
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29478.180000 sec): 2 clusters
  Score: Raw -86689.273662 + Penalty 3737.817139 = -82951.456523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29478.190000 sec): 3 clusters
  Score: Raw -87658.918550 + Penalty 7475.634278 = -80183.284272
  nChanged 72
		SP:Iteration 1F (29478.190000 sec): 3 clusters
  Score: Raw -88031.844669 + Penalty 7475.634278 = -80556.210391
  nChanged 33
		SP:Iteration 2F (29478.200000 sec): 3 clusters
  Score: Raw -88302.782573 + Penalty 7475.634278 = -80827.148294
  nChanged 26
		SP:Iteration 3F (29478.200000 sec): 3 clusters
  Score: Raw -88606.854948 + Penalty 7475.634278 = -81131.220670
  nChanged 18
		SP:Iteration 4Q (29478.200000 sec): 3 clusters
  Score: Raw -88944.773127 + Penalty 7475.634278 = -81469.138848
  nChanged 15
		SP:Iteration 5Q (29478.210000 sec): 3 clusters
  Score: Raw -89419.613413 + Penalty 7475.634278 = -81943.979134
  nChanged 8
		SP:Iteration 6Q (29478.210000 sec): 3 clusters
  Score: Raw -89529.077444 + Penalty 7475.634278 = -82053.443166
  nChanged 3
		SP:Iteration 7Q (29478.210000 sec): 3 clusters
  Score: Raw -89588.024889 + Penalty 7475.634278 = -82112.390610
  nChanged 3
		SP:Iteration 8Q (29478.220000 sec): 3 clusters
  Score: Raw -89617.693069 + Penalty 7475.634278 = -82142.058790
  nChanged 2
		SP:Iteration 9Q (29478.220000 sec): 3 clusters
  Score: Raw -89644.215843 + Penalty 7475.634278 = -82168.581564
  nChanged 1
		SP:Iteration 10Q (29478.220000 sec): 3 clusters
  Score: Raw -89672.863358 + Penalty 7475.634278 = -82197.229080
  nChanged 2
		SP:Iteration 11Q (29478.220000 sec): 3 clusters
  Score: Raw -89847.981682 + Penalty 7475.634278 = -82372.347403
  nChanged 2
		SP:Iteration 12Q (29478.230000 sec): 3 clusters
  Score: Raw -89870.517364 + Penalty 7475.634278 = -82394.883085
  nChanged 2
		SP:Iteration 13Q (29478.230000 sec): 3 clusters
  Score: Raw -89892.411995 + Penalty 7475.634278 = -82416.777716
  nChanged 0
		SP:Iteration 14F (29478.230000 sec): 3 clusters
  Score: Raw -89892.981023 + Penalty 7475.634278 = -82417.346744
  nChanged 1
		SP:Iteration 15Q (29478.240000 sec): 3 clusters
  Score: Raw -89925.088259 + Penalty 7475.634278 = -82449.453981
  nChanged 0
		SP:Iteration 16F (29478.240000 sec): 3 clusters
  Score: Raw -89925.473340 + Penalty 7475.634278 = -82449.839062
  nChanged 1
		SP:Iteration 17Q (29478.240000 sec): 3 clusters
  Score: Raw -89934.188115 + Penalty 7475.634278 = -82458.553836
  nChanged 0
		SP:Iteration 18F (29478.250000 sec): 3 clusters
  Score: Raw -89934.188115 + Penalty 7475.634278 = -82458.553836
  nChanged 0
Iteration 99Q (29518.430000 sec): 54 clusters
  Score: Raw -522474434.792419 + Penalty 470877.783604 = -522003557.008814
  nChanged 7032
Deleting Class 32 (515 points): Lose 8364.125792 but Gain 8884.486483
Iteration 100F (29805.890000 sec): 53 clusters
  Score: Raw -522470524.761942 + Penalty 461993.297121 = -522008531.464820
  nChanged 5355
Iteration 101Q (29840.520000 sec): 53 clusters
  Score: Raw -522475676.161666 + Penalty 461993.297121 = -522013682.864544
  nChanged 3486
Iteration 102Q (29874.830000 sec): 53 clusters
  Score: Raw -522476922.739813 + Penalty 461993.297121 = -522014929.442692
  nChanged 2747
Iteration 103Q (29908.990000 sec): 53 clusters
  Score: Raw -522477713.114082 + Penalty 461993.297121 = -522015719.816961
  nChanged 2301
Iteration 104Q (29943.090000 sec): 53 clusters
  Score: Raw -522478140.065285 + Penalty 461993.297121 = -522016146.768164
  nChanged 1855
Iteration 105Q (29977.180000 sec): 53 clusters
  Score: Raw -522478430.909593 + Penalty 461993.297121 = -522016437.612472
  nChanged 1601
Iteration 106Q (30011.090000 sec): 53 clusters
  Score: Raw -522478631.239242 + Penalty 461993.297121 = -522016637.942120
  nChanged 1442
Iteration 107Q (30045.000000 sec): 53 clusters
  Score: Raw -522478782.209982 + Penalty 461993.297121 = -522016788.912860
  nChanged 1200
Iteration 108Q (30078.870000 sec): 53 clusters
  Score: Raw -522478882.424081 + Penalty 461993.297121 = -522016889.126960
  nChanged 950
Iteration 109Q (30112.720000 sec): 53 clusters
  Score: Raw -522478955.814275 + Penalty 461993.297121 = -522016962.517153
  nChanged 886
Iteration 110Q (30146.490000 sec): 53 clusters
  Score: Raw -522479026.217054 + Penalty 461993.297121 = -522017032.919932
  nChanged 782
Iteration 111Q (30180.280000 sec): 53 clusters
  Score: Raw -522479082.618462 + Penalty 461993.297121 = -522017089.321341
  nChanged 697
Iteration 112Q (30214.030000 sec): 53 clusters
  Score: Raw -522479135.764863 + Penalty 461993.297121 = -522017142.467741
  nChanged 648
Iteration 113Q (30247.810000 sec): 53 clusters
  Score: Raw -522479186.925510 + Penalty 461993.297121 = -522017193.628389
  nChanged 613
Iteration 114Q (30281.550000 sec): 53 clusters
  Score: Raw -522479232.067467 + Penalty 461993.297121 = -522017238.770345
  nChanged 546
Iteration 115Q (30315.250000 sec): 53 clusters
  Score: Raw -522479272.605247 + Penalty 461993.297121 = -522017279.308126
  nChanged 506
Iteration 116Q (30349.000000 sec): 53 clusters
  Score: Raw -522479308.839238 + Penalty 461993.297121 = -522017315.542117
  nChanged 467
Iteration 117Q (30382.670000 sec): 53 clusters
  Score: Raw -522479347.109651 + Penalty 461993.297121 = -522017353.812529
  nChanged 445
Iteration 118Q (30416.390000 sec): 53 clusters
  Score: Raw -522479377.265004 + Penalty 461993.297121 = -522017383.967883
  nChanged 352
Iteration 119Q (30450.110000 sec): 53 clusters
  Score: Raw -522479399.460188 + Penalty 461993.297121 = -522017406.163067
  nChanged 331
Iteration 120F (30733.020000 sec): 53 clusters
  Score: Raw -522480031.312075 + Penalty 461993.297121 = -522018038.014954
  nChanged 372
Iteration 121Q (30767.170000 sec): 53 clusters
  Score: Raw -522480843.000263 + Penalty 461993.297121 = -522018849.703142
  nChanged 411
Iteration 122Q (30801.210000 sec): 53 clusters
  Score: Raw -522481382.415945 + Penalty 461993.297121 = -522019389.118824
  nChanged 366
Iteration 123Q (30835.270000 sec): 53 clusters
  Score: Raw -522481900.034943 + Penalty 461993.297121 = -522019906.737822
  nChanged 347
Iteration 124Q (30867.880000 sec): 53 clusters
  Score: Raw -522482008.055872 + Penalty 461993.297121 = -522020014.758751
  nChanged 300
Iteration 125Q (30900.260000 sec): 53 clusters
  Score: Raw -522482041.747372 + Penalty 461993.297121 = -522020048.450250
  nChanged 274
Iteration 126Q (30932.750000 sec): 53 clusters
  Score: Raw -522482074.258232 + Penalty 461993.297121 = -522020080.961110
  nChanged 251
Iteration 127Q (30965.270000 sec): 53 clusters
  Score: Raw -522482102.763421 + Penalty 461993.297121 = -522020109.466299
  nChanged 231
Iteration 128Q (30997.920000 sec): 53 clusters
  Score: Raw -522482122.198633 + Penalty 461993.297121 = -522020128.901511
  nChanged 227
Iteration 129Q (31030.450000 sec): 53 clusters
  Score: Raw -522482142.811764 + Penalty 461993.297121 = -522020149.514642
  nChanged 218
Iteration 130Q (31062.870000 sec): 53 clusters
  Score: Raw -522482158.137801 + Penalty 461993.297121 = -522020164.840679
  nChanged 234
Iteration 131Q (31095.320000 sec): 53 clusters
  Score: Raw -522482177.758201 + Penalty 461993.297121 = -522020184.461080
  nChanged 217
Iteration 132Q (31127.690000 sec): 53 clusters
  Score: Raw -522482193.522941 + Penalty 461993.297121 = -522020200.225819
  nChanged 211
Iteration 133Q (31160.110000 sec): 53 clusters
  Score: Raw -522482208.072738 + Penalty 461993.297121 = -522020214.775616
  nChanged 179
Iteration 134Q (31192.570000 sec): 53 clusters
  Score: Raw -522482221.199577 + Penalty 461993.297121 = -522020227.902456
  nChanged 161
Iteration 135Q (31225.030000 sec): 53 clusters
  Score: Raw -522482233.344151 + Penalty 461993.297121 = -522020240.047030
  nChanged 174
Iteration 136Q (31257.440000 sec): 53 clusters
  Score: Raw -522482245.592957 + Penalty 461993.297121 = -522020252.295835
  nChanged 169
Iteration 137Q (31290.000000 sec): 53 clusters
  Score: Raw -522482255.358877 + Penalty 461993.297121 = -522020262.061755
  nChanged 130
Iteration 138Q (31322.510000 sec): 53 clusters
  Score: Raw -522482261.368128 + Penalty 461993.297121 = -522020268.071007
  nChanged 120
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522482261.368128 + Penalty 461993.297121 = -522020268.071007
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (52287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31323.140000 sec): 2 clusters
  Score: Raw -13235551.179248 + Penalty 6654.508120 = -13228896.671128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31323.550000 sec): 3 clusters
  Score: Raw -13205051.248906 + Penalty 13309.016240 = -13191742.232666
  nChanged 22980
		SP:Iteration 1F (31323.960000 sec): 3 clusters
  Score: Raw -13217927.680417 + Penalty 13309.016240 = -13204618.664177
  nChanged 3286
		SP:Iteration 2F (31324.360000 sec): 3 clusters
  Score: Raw -13219566.793128 + Penalty 13309.016240 = -13206257.776888
  nChanged 3127
		SP:Iteration 3F (31324.760000 sec): 3 clusters
  Score: Raw -13221371.036486 + Penalty 13309.016240 = -13208062.020245
  nChanged 3100
		SP:Iteration 4F (31325.160000 sec): 3 clusters
  Score: Raw -13223306.752443 + Penalty 13309.016240 = -13209997.736203
  nChanged 3125
		SP:Iteration 5F (31325.570000 sec): 3 clusters
  Score: Raw -13225337.570322 + Penalty 13309.016240 = -13212028.554082
  nChanged 3104
		SP:Iteration 6F (31325.970000 sec): 3 clusters
  Score: Raw -13227429.328134 + Penalty 13309.016240 = -13214120.311894
  nChanged 2926
		SP:Iteration 7F (31326.370000 sec): 3 clusters
  Score: Raw -13229354.795056 + Penalty 13309.016240 = -13216045.778816
  nChanged 2713
		SP:Iteration 8F (31326.770000 sec): 3 clusters
  Score: Raw -13231120.713183 + Penalty 13309.016240 = -13217811.696943
  nChanged 2486
		SP:Iteration 9Q (31327.160000 sec): 3 clusters
  Score: Raw -13232738.901409 + Penalty 13309.016240 = -13219429.885169
  nChanged 2173
		SP:Iteration 10Q (31327.550000 sec): 3 clusters
  Score: Raw -13234150.103696 + Penalty 13309.016240 = -13220841.087456
  nChanged 1837
		SP:Iteration 11Q (31327.940000 sec): 3 clusters
  Score: Raw -13235241.020488 + Penalty 13309.016240 = -13221932.004248
  nChanged 1441
		SP:Iteration 12Q (31328.320000 sec): 3 clusters
  Score: Raw -13236095.203742 + Penalty 13309.016240 = -13222786.187502
  nChanged 1225
		SP:Iteration 13Q (31328.700000 sec): 3 clusters
  Score: Raw -13236788.394516 + Penalty 13309.016240 = -13223479.378276
  nChanged 974
		SP:Iteration 14Q (31329.070000 sec): 3 clusters
  Score: Raw -13237325.030182 + Penalty 13309.016240 = -13224016.013942
  nChanged 789
		SP:Iteration 15Q (31329.440000 sec): 3 clusters
  Score: Raw -13237785.266963 + Penalty 13309.016240 = -13224476.250723
  nChanged 680
		SP:Iteration 16Q (31329.790000 sec): 3 clusters
  Score: Raw -13238190.661083 + Penalty 13309.016240 = -13224881.644843
  nChanged 545
		SP:Iteration 17Q (31330.150000 sec): 3 clusters
  Score: Raw -13238485.988345 + Penalty 13309.016240 = -13225176.972105
  nChanged 458
		SP:Iteration 18Q (31330.490000 sec): 3 clusters
  Score: Raw -13238703.171476 + Penalty 13309.016240 = -13225394.155236
  nChanged 335
		SP:Iteration 19Q (31330.830000 sec): 3 clusters
  Score: Raw -13238847.391302 + Penalty 13309.016240 = -13225538.375062
  nChanged 284
		SP:Iteration 20F (31331.230000 sec): 3 clusters
  Score: Raw -13238965.545968 + Penalty 13309.016240 = -13225656.529728
  nChanged 220
		SP:Iteration 21Q (31331.570000 sec): 3 clusters
  Score: Raw -13239040.761021 + Penalty 13309.016240 = -13225731.744781
  nChanged 180
		SP:Iteration 22Q (31331.900000 sec): 3 clusters
  Score: Raw -13239094.408411 + Penalty 13309.016240 = -13225785.392171
  nChanged 142
		SP:Iteration 23Q (31332.230000 sec): 3 clusters
  Score: Raw -13239135.863132 + Penalty 13309.016240 = -13225826.846892
  nChanged 116
		SP:Iteration 24Q (31332.550000 sec): 3 clusters
  Score: Raw -13239166.631250 + Penalty 13309.016240 = -13225857.615010
  nChanged 92
		SP:Iteration 25Q (31332.880000 sec): 3 clusters
  Score: Raw -13239193.133783 + Penalty 13309.016240 = -13225884.117543
  nChanged 90
		SP:Iteration 26Q (31333.200000 sec): 3 clusters
  Score: Raw -13239219.888479 + Penalty 13309.016240 = -13225910.872239
  nChanged 82
		SP:Iteration 27Q (31333.520000 sec): 3 clusters
  Score: Raw -13239241.723555 + Penalty 13309.016240 = -13225932.707314
  nChanged 87
		SP:Iteration 28Q (31333.840000 sec): 3 clusters
  Score: Raw -13239261.716251 + Penalty 13309.016240 = -13225952.700011
  nChanged 60
		SP:Iteration 29Q (31334.160000 sec): 3 clusters
  Score: Raw -13239276.469129 + Penalty 13309.016240 = -13225967.452889
  nChanged 51
		SP:Iteration 30Q (31334.480000 sec): 3 clusters
  Score: Raw -13239287.690423 + Penalty 13309.016240 = -13225978.674183
  nChanged 48
		SP:Iteration 31Q (31334.800000 sec): 3 clusters
  Score: Raw -13239297.895213 + Penalty 13309.016240 = -13225988.878973
  nChanged 46
		SP:Iteration 32Q (31335.110000 sec): 3 clusters
  Score: Raw -13239308.615626 + Penalty 13309.016240 = -13225999.599386
  nChanged 54
		SP:Iteration 33Q (31335.430000 sec): 3 clusters
  Score: Raw -13239322.426438 + Penalty 13309.016240 = -13226013.410198
  nChanged 39
		SP:Iteration 34Q (31335.750000 sec): 3 clusters
  Score: Raw -13239332.069222 + Penalty 13309.016240 = -13226023.052981
  nChanged 43
		SP:Iteration 35Q (31336.070000 sec): 3 clusters
  Score: Raw -13239341.317967 + Penalty 13309.016240 = -13226032.301727
  nChanged 37
		SP:Iteration 36Q (31336.390000 sec): 3 clusters
  Score: Raw -13239348.728241 + Penalty 13309.016240 = -13226039.712001
  nChanged 26
		SP:Iteration 37Q (31336.700000 sec): 3 clusters
  Score: Raw -13239354.119102 + Penalty 13309.016240 = -13226045.102862
  nChanged 20
		SP:Iteration 38Q (31337.020000 sec): 3 clusters
  Score: Raw -13239357.478006 + Penalty 13309.016240 = -13226048.461766
  nChanged 16
		SP:Iteration 39Q (31337.330000 sec): 3 clusters
  Score: Raw -13239360.382720 + Penalty 13309.016240 = -13226051.366480
  nChanged 18
		SP:Iteration 40F (31337.730000 sec): 3 clusters
  Score: Raw -13239363.291682 + Penalty 13309.016240 = -13226054.275442
  nChanged 11
		SP:Iteration 41Q (31338.050000 sec): 3 clusters
  Score: Raw -13239365.155163 + Penalty 13309.016240 = -13226056.138923
  nChanged 11
		SP:Iteration 42Q (31338.360000 sec): 3 clusters
  Score: Raw -13239367.086645 + Penalty 13309.016240 = -13226058.070405
  nChanged 15
		SP:Iteration 43Q (31338.680000 sec): 3 clusters
  Score: Raw -13239369.678383 + Penalty 13309.016240 = -13226060.662143
  nChanged 14
		SP:Iteration 44Q (31339.000000 sec): 3 clusters
  Score: Raw -13239372.372557 + Penalty 13309.016240 = -13226063.356317
  nChanged 10
		SP:Iteration 45Q (31339.310000 sec): 3 clusters
  Score: Raw -13239374.305908 + Penalty 13309.016240 = -13226065.289668
  nChanged 14
		SP:Iteration 46Q (31339.630000 sec): 3 clusters
  Score: Raw -13239377.426455 + Penalty 13309.016240 = -13226068.410215
  nChanged 16
		SP:Iteration 47Q (31339.940000 sec): 3 clusters
  Score: Raw -13239380.427555 + Penalty 13309.016240 = -13226071.411315
  nChanged 11
		SP:Iteration 48Q (31340.260000 sec): 3 clusters
  Score: Raw -13239382.260477 + Penalty 13309.016240 = -13226073.244237
  nChanged 12
		SP:Iteration 49Q (31340.570000 sec): 3 clusters
  Score: Raw -13239384.238793 + Penalty 13309.016240 = -13226075.222553
  nChanged 7
		SP:Iteration 50Q (31340.890000 sec): 3 clusters
  Score: Raw -13239385.724112 + Penalty 13309.016240 = -13226076.707872
  nChanged 12
		SP:Iteration 51Q (31341.200000 sec): 3 clusters
  Score: Raw -13239388.434440 + Penalty 13309.016240 = -13226079.418200
  nChanged 16
		SP:Iteration 52Q (31341.520000 sec): 3 clusters
  Score: Raw -13239392.376313 + Penalty 13309.016240 = -13226083.360073
  nChanged 14
		SP:Iteration 53Q (31341.830000 sec): 3 clusters
  Score: Raw -13239394.386296 + Penalty 13309.016240 = -13226085.370056
  nChanged 9
		SP:Iteration 54Q (31342.140000 sec): 3 clusters
  Score: Raw -13239395.895453 + Penalty 13309.016240 = -13226086.879213
  nChanged 5
		SP:Iteration 55Q (31342.460000 sec): 3 clusters
  Score: Raw -13239396.582285 + Penalty 13309.016240 = -13226087.566045
  nChanged 3
		SP:Iteration 56Q (31342.770000 sec): 3 clusters
  Score: Raw -13239396.993982 + Penalty 13309.016240 = -13226087.977742
  nChanged 4
		SP:Iteration 57Q (31343.090000 sec): 3 clusters
  Score: Raw -13239397.628067 + Penalty 13309.016240 = -13226088.611826
  nChanged 2
		SP:Iteration 58Q (31343.400000 sec): 3 clusters
  Score: Raw -13239398.020092 + Penalty 13309.016240 = -13226089.003852
  nChanged 1
		SP:Iteration 59Q (31343.710000 sec): 3 clusters
  Score: Raw -13239398.211652 + Penalty 13309.016240 = -13226089.195411
  nChanged 2
		SP:Iteration 60F (31344.120000 sec): 3 clusters
  Score: Raw -13239398.567766 + Penalty 13309.016240 = -13226089.551526
  nChanged 2
		SP:Iteration 61Q (31344.430000 sec): 3 clusters
  Score: Raw -13239399.037998 + Penalty 13309.016240 = -13226090.021757
  nChanged 2
		SP:Iteration 62Q (31344.750000 sec): 3 clusters
  Score: Raw -13239399.301348 + Penalty 13309.016240 = -13226090.285108
  nChanged 0
		SP:Iteration 63F (31345.150000 sec): 3 clusters
  Score: Raw -13239399.301348 + Penalty 13309.016240 = -13226090.285108
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (41986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31345.420000 sec): 2 clusters
  Score: Raw -11199548.750751 + Penalty 6520.118549 = -11193028.632202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31345.740000 sec): 3 clusters
  Score: Raw -11175747.204947 + Penalty 13040.237098 = -11162706.967849
  nChanged 18225
		SP:Iteration 1F (31346.060000 sec): 3 clusters
  Score: Raw -11185964.328269 + Penalty 13040.237098 = -11172924.091172
  nChanged 2716
		SP:Iteration 2F (31346.390000 sec): 3 clusters
  Score: Raw -11187520.218256 + Penalty 13040.237098 = -11174479.981159
  nChanged 2473
		SP:Iteration 3F (31346.700000 sec): 3 clusters
  Score: Raw -11189020.922449 + Penalty 13040.237098 = -11175980.685351
  nChanged 2484
		SP:Iteration 4F (31347.030000 sec): 3 clusters
  Score: Raw -11190731.316074 + Penalty 13040.237098 = -11177691.078976
  nChanged 2770
		SP:Iteration 5F (31347.350000 sec): 3 clusters
  Score: Raw -11192912.561826 + Penalty 13040.237098 = -11179872.324729
  nChanged 3014
		SP:Iteration 6F (31347.670000 sec): 3 clusters
  Score: Raw -11195687.301506 + Penalty 13040.237098 = -11182647.064408
  nChanged 3217
		SP:Iteration 7F (31347.990000 sec): 3 clusters
  Score: Raw -11199012.253181 + Penalty 13040.237098 = -11185972.016083
  nChanged 2878
		SP:Iteration 8F (31348.300000 sec): 3 clusters
  Score: Raw -11201944.891904 + Penalty 13040.237098 = -11188904.654807
  nChanged 2190
		SP:Iteration 9F (31348.620000 sec): 3 clusters
  Score: Raw -11203961.865483 + Penalty 13040.237098 = -11190921.628385
  nChanged 1512
		SP:Iteration 10Q (31348.930000 sec): 3 clusters
  Score: Raw -11205001.037027 + Penalty 13040.237098 = -11191960.799930
  nChanged 1019
		SP:Iteration 11Q (31349.240000 sec): 3 clusters
  Score: Raw -11205488.888146 + Penalty 13040.237098 = -11192448.651048
  nChanged 639
		SP:Iteration 12Q (31349.530000 sec): 3 clusters
  Score: Raw -11205694.142000 + Penalty 13040.237098 = -11192653.904902
  nChanged 418
		SP:Iteration 13Q (31349.830000 sec): 3 clusters
  Score: Raw -11205790.369828 + Penalty 13040.237098 = -11192750.132730
  nChanged 242
		SP:Iteration 14Q (31350.120000 sec): 3 clusters
  Score: Raw -11205829.924077 + Penalty 13040.237098 = -11192789.686979
  nChanged 148
		SP:Iteration 15Q (31350.420000 sec): 3 clusters
  Score: Raw -11205851.866558 + Penalty 13040.237098 = -11192811.629460
  nChanged 123
		SP:Iteration 16Q (31350.710000 sec): 3 clusters
  Score: Raw -11205867.556668 + Penalty 13040.237098 = -11192827.319571
  nChanged 86
		SP:Iteration 17Q (31351.010000 sec): 3 clusters
  Score: Raw -11205878.083296 + Penalty 13040.237098 = -11192837.846198
  nChanged 71
		SP:Iteration 18Q (31351.300000 sec): 3 clusters
  Score: Raw -11205886.250017 + Penalty 13040.237098 = -11192846.012919
  nChanged 46
		SP:Iteration 19Q (31351.590000 sec): 3 clusters
  Score: Raw -11205890.743124 + Penalty 13040.237098 = -11192850.506027
  nChanged 45
		SP:Iteration 20F (31351.910000 sec): 3 clusters
  Score: Raw -11205894.845194 + Penalty 13040.237098 = -11192854.608097
  nChanged 36
		SP:Iteration 21Q (31352.210000 sec): 3 clusters
  Score: Raw -11205897.943088 + Penalty 13040.237098 = -11192857.705990
  nChanged 33
		SP:Iteration 22Q (31352.500000 sec): 3 clusters
  Score: Raw -11205901.014024 + Penalty 13040.237098 = -11192860.776926
  nChanged 23
		SP:Iteration 23Q (31352.800000 sec): 3 clusters
  Score: Raw -11205902.851703 + Penalty 13040.237098 = -11192862.614605
  nChanged 15
		SP:Iteration 24Q (31353.090000 sec): 3 clusters
  Score: Raw -11205903.949857 + Penalty 13040.237098 = -11192863.712760
  nChanged 10
		SP:Iteration 25Q (31353.380000 sec): 3 clusters
  Score: Raw -11205904.774249 + Penalty 13040.237098 = -11192864.537151
  nChanged 10
		SP:Iteration 26Q (31353.680000 sec): 3 clusters
  Score: Raw -11205905.530203 + Penalty 13040.237098 = -11192865.293105
  nChanged 11
		SP:Iteration 27Q (31353.970000 sec): 3 clusters
  Score: Raw -11205906.405000 + Penalty 13040.237098 = -11192866.167902
  nChanged 8
		SP:Iteration 28Q (31354.270000 sec): 3 clusters
  Score: Raw -11205907.034302 + Penalty 13040.237098 = -11192866.797204
  nChanged 3
		SP:Iteration 29Q (31354.560000 sec): 3 clusters
  Score: Raw -11205907.213841 + Penalty 13040.237098 = -11192866.976743
  nChanged 3
		SP:Iteration 30Q (31354.860000 sec): 3 clusters
  Score: Raw -11205907.515993 + Penalty 13040.237098 = -11192867.278896
  nChanged 3
		SP:Iteration 31Q (31355.150000 sec): 3 clusters
  Score: Raw -11205907.809447 + Penalty 13040.237098 = -11192867.572349
  nChanged 3
		SP:Iteration 32Q (31355.450000 sec): 3 clusters
  Score: Raw -11205908.122706 + Penalty 13040.237098 = -11192867.885608
  nChanged 4
		SP:Iteration 33Q (31355.740000 sec): 3 clusters
  Score: Raw -11205908.475043 + Penalty 13040.237098 = -11192868.237945
  nChanged 5
		SP:Iteration 34Q (31356.030000 sec): 3 clusters
  Score: Raw -11205908.843449 + Penalty 13040.237098 = -11192868.606352
  nChanged 1
		SP:Iteration 35Q (31356.330000 sec): 3 clusters
  Score: Raw -11205908.930883 + Penalty 13040.237098 = -11192868.693785
  nChanged 1
		SP:Iteration 36Q (31356.620000 sec): 3 clusters
  Score: Raw -11205909.062825 + Penalty 13040.237098 = -11192868.825727
  nChanged 2
		SP:Iteration 37Q (31356.910000 sec): 3 clusters
  Score: Raw -11205909.135308 + Penalty 13040.237098 = -11192868.898210
  nChanged 3
		SP:Iteration 38Q (31357.210000 sec): 3 clusters
  Score: Raw -11205909.302519 + Penalty 13040.237098 = -11192869.065421
  nChanged 0
		SP:Iteration 39F (31357.530000 sec): 3 clusters
  Score: Raw -11205909.302519 + Penalty 13040.237098 = -11192869.065421
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (134893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31358.400000 sec): 2 clusters
  Score: Raw -36060029.011598 + Penalty 7234.995255 = -36052794.016344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31359.430000 sec): 3 clusters
  Score: Raw -35976160.726149 + Penalty 14469.990509 = -35961690.735639
  nChanged 62382
		SP:Iteration 1F (31360.470000 sec): 3 clusters
  Score: Raw -36010829.101855 + Penalty 14469.990509 = -35996359.111345
  nChanged 4941
		SP:Iteration 2Q (31361.510000 sec): 3 clusters
  Score: Raw -36012126.587848 + Penalty 14469.990509 = -35997656.597338
  nChanged 4692
		SP:Iteration 3Q (31362.550000 sec): 3 clusters
  Score: Raw -36013482.620397 + Penalty 14469.990509 = -35999012.629888
  nChanged 5044
		SP:Iteration 4Q (31363.580000 sec): 3 clusters
  Score: Raw -36015239.310002 + Penalty 14469.990509 = -36000769.319492
  nChanged 5602
		SP:Iteration 5Q (31364.620000 sec): 3 clusters
  Score: Raw -36017712.144118 + Penalty 14469.990509 = -36003242.153609
  nChanged 6767
		SP:Iteration 6F (31365.650000 sec): 3 clusters
  Score: Raw -36021496.248326 + Penalty 14469.990509 = -36007026.257817
  nChanged 8381
		SP:Iteration 7F (31366.670000 sec): 3 clusters
  Score: Raw -36027339.150388 + Penalty 14469.990509 = -36012869.159878
  nChanged 10036
		SP:Iteration 8F (31367.710000 sec): 3 clusters
  Score: Raw -36035691.633866 + Penalty 14469.990509 = -36021221.643356
  nChanged 10257
		SP:Iteration 9F (31368.740000 sec): 3 clusters
  Score: Raw -36045203.737411 + Penalty 14469.990509 = -36030733.746901
  nChanged 8085
		SP:Iteration 10F (31369.770000 sec): 3 clusters
  Score: Raw -36052782.512918 + Penalty 14469.990509 = -36038312.522408
  nChanged 4775
		SP:Iteration 11Q (31370.670000 sec): 3 clusters
  Score: Raw -36057187.576485 + Penalty 14469.990509 = -36042717.585975
  nChanged 2364
		SP:Iteration 12Q (31371.510000 sec): 3 clusters
  Score: Raw -36059447.427278 + Penalty 14469.990509 = -36044977.436768
  nChanged 1100
		SP:Iteration 13Q (31372.270000 sec): 3 clusters
  Score: Raw -36060483.716195 + Penalty 14469.990509 = -36046013.725686
  nChanged 585
		SP:Iteration 14Q (31373.010000 sec): 3 clusters
  Score: Raw -36061041.811317 + Penalty 14469.990509 = -36046571.820808
  nChanged 371
		SP:Iteration 15Q (31373.730000 sec): 3 clusters
  Score: Raw -36061350.858615 + Penalty 14469.990509 = -36046880.868106
  nChanged 232
		SP:Iteration 16Q (31374.430000 sec): 3 clusters
  Score: Raw -36061535.821177 + Penalty 14469.990509 = -36047065.830668
  nChanged 160
		SP:Iteration 17Q (31375.140000 sec): 3 clusters
  Score: Raw -36061651.158214 + Penalty 14469.990509 = -36047181.167705
  nChanged 129
		SP:Iteration 18Q (31375.840000 sec): 3 clusters
  Score: Raw -36061739.350823 + Penalty 14469.990509 = -36047269.360314
  nChanged 112
		SP:Iteration 19Q (31376.540000 sec): 3 clusters
  Score: Raw -36061812.746523 + Penalty 14469.990509 = -36047342.756014
  nChanged 90
		SP:Iteration 20F (31377.560000 sec): 3 clusters
  Score: Raw -36061867.678928 + Penalty 14469.990509 = -36047397.688418
  nChanged 77
		SP:Iteration 21Q (31378.260000 sec): 3 clusters
  Score: Raw -36061911.917539 + Penalty 14469.990509 = -36047441.927030
  nChanged 56
		SP:Iteration 22Q (31378.970000 sec): 3 clusters
  Score: Raw -36061946.607544 + Penalty 14469.990509 = -36047476.617034
  nChanged 50
		SP:Iteration 23Q (31379.660000 sec): 3 clusters
  Score: Raw -36061977.595194 + Penalty 14469.990509 = -36047507.604685
  nChanged 40
		SP:Iteration 24Q (31380.360000 sec): 3 clusters
  Score: Raw -36062000.532554 + Penalty 14469.990509 = -36047530.542044
  nChanged 35
		SP:Iteration 25Q (31381.060000 sec): 3 clusters
  Score: Raw -36062020.905183 + Penalty 14469.990509 = -36047550.914674
  nChanged 35
		SP:Iteration 26Q (31381.760000 sec): 3 clusters
  Score: Raw -36062040.828774 + Penalty 14469.990509 = -36047570.838264
  nChanged 41
		SP:Iteration 27Q (31382.450000 sec): 3 clusters
  Score: Raw -36062062.171466 + Penalty 14469.990509 = -36047592.180956
  nChanged 29
		SP:Iteration 28Q (31383.150000 sec): 3 clusters
  Score: Raw -36062075.924370 + Penalty 14469.990509 = -36047605.933860
  nChanged 24
		SP:Iteration 29Q (31383.850000 sec): 3 clusters
  Score: Raw -36062086.930249 + Penalty 14469.990509 = -36047616.939739
  nChanged 16
		SP:Iteration 30Q (31384.540000 sec): 3 clusters
  Score: Raw -36062094.781241 + Penalty 14469.990509 = -36047624.790731
  nChanged 15
		SP:Iteration 31Q (31385.250000 sec): 3 clusters
  Score: Raw -36062103.077994 + Penalty 14469.990509 = -36047633.087484
  nChanged 16
		SP:Iteration 32Q (31385.950000 sec): 3 clusters
  Score: Raw -36062112.276460 + Penalty 14469.990509 = -36047642.285951
  nChanged 24
		SP:Iteration 33Q (31386.640000 sec): 3 clusters
  Score: Raw -36062124.223556 + Penalty 14469.990509 = -36047654.233047
  nChanged 24
		SP:Iteration 34Q (31387.330000 sec): 3 clusters
  Score: Raw -36062136.989505 + Penalty 14469.990509 = -36047666.998996
  nChanged 16
		SP:Iteration 35Q (31388.030000 sec): 3 clusters
  Score: Raw -36062144.725647 + Penalty 14469.990509 = -36047674.735138
  nChanged 18
		SP:Iteration 36Q (31388.730000 sec): 3 clusters
  Score: Raw -36062154.900713 + Penalty 14469.990509 = -36047684.910203
  nChanged 13
		SP:Iteration 37Q (31389.420000 sec): 3 clusters
  Score: Raw -36062162.075900 + Penalty 14469.990509 = -36047692.085390
  nChanged 7
		SP:Iteration 38Q (31390.120000 sec): 3 clusters
  Score: Raw -36062165.365338 + Penalty 14469.990509 = -36047695.374829
  nChanged 7
		SP:Iteration 39Q (31390.830000 sec): 3 clusters
  Score: Raw -36062168.666308 + Penalty 14469.990509 = -36047698.675798
  nChanged 8
		SP:Iteration 40F (31391.850000 sec): 3 clusters
  Score: Raw -36062171.854057 + Penalty 14469.990509 = -36047701.863547
  nChanged 7
		SP:Iteration 41Q (31392.540000 sec): 3 clusters
  Score: Raw -36062174.876583 + Penalty 14469.990509 = -36047704.886074
  nChanged 4
		SP:Iteration 42Q (31393.240000 sec): 3 clusters
  Score: Raw -36062176.765983 + Penalty 14469.990509 = -36047706.775473
  nChanged 4
		SP:Iteration 43Q (31393.940000 sec): 3 clusters
  Score: Raw -36062178.862274 + Penalty 14469.990509 = -36047708.871765
  nChanged 5
		SP:Iteration 44Q (31394.640000 sec): 3 clusters
  Score: Raw -36062181.599318 + Penalty 14469.990509 = -36047711.608809
  nChanged 2
		SP:Iteration 45Q (31395.330000 sec): 3 clusters
  Score: Raw -36062182.350521 + Penalty 14469.990509 = -36047712.360012
  nChanged 2
		SP:Iteration 46Q (31396.030000 sec): 3 clusters
  Score: Raw -36062183.031889 + Penalty 14469.990509 = -36047713.041380
  nChanged 1
		SP:Iteration 47Q (31396.730000 sec): 3 clusters
  Score: Raw -36062183.475546 + Penalty 14469.990509 = -36047713.485036
  nChanged 1
		SP:Iteration 48Q (31397.420000 sec): 3 clusters
  Score: Raw -36062183.812844 + Penalty 14469.990509 = -36047713.822334
  nChanged 1
		SP:Iteration 49Q (31398.120000 sec): 3 clusters
  Score: Raw -36062184.269437 + Penalty 14469.990509 = -36047714.278928
  nChanged 1
		SP:Iteration 50Q (31398.810000 sec): 3 clusters
  Score: Raw -36062184.671875 + Penalty 14469.990509 = -36047714.681365
  nChanged 0
		SP:Iteration 51F (31399.830000 sec): 3 clusters
  Score: Raw -36062184.671875 + Penalty 14469.990509 = -36047714.681365
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31399.910000 sec): 2 clusters
  Score: Raw -44778.828602 + Penalty 3260.343612 = -41518.484989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31399.910000 sec): 3 clusters
  Score: Raw -45890.094851 + Penalty 6520.687224 = -39369.407627
  nChanged 2
		SP:Iteration 1Q (31399.910000 sec): 3 clusters
  Score: Raw -45904.148845 + Penalty 6520.687224 = -39383.461620
  nChanged 1
		SP:Iteration 2Q (31399.920000 sec): 3 clusters
  Score: Raw -45909.819951 + Penalty 6520.687224 = -39389.132726
  nChanged 0
		SP:Iteration 3F (31399.920000 sec): 3 clusters
  Score: Raw -45909.819951 + Penalty 6520.687224 = -39389.132726
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31399.930000 sec): 2 clusters
  Score: Raw -136492.297235 + Penalty 3839.821474 = -132652.475761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31399.930000 sec): 3 clusters
  Score: Raw -136926.135968 + Penalty 7679.642948 = -129246.493021
  nChanged 44
		SP:Iteration 1F (31399.940000 sec): 3 clusters
  Score: Raw -137145.855980 + Penalty 7679.642948 = -129466.213033
  nChanged 14
		SP:Iteration 2Q (31399.940000 sec): 3 clusters
  Score: Raw -137212.331077 + Penalty 7679.642948 = -129532.688129
  nChanged 5
		SP:Iteration 3Q (31399.950000 sec): 3 clusters
  Score: Raw -137235.335078 + Penalty 7679.642948 = -129555.692131
  nChanged 2
		SP:Iteration 4Q (31399.950000 sec): 3 clusters
  Score: Raw -137245.120665 + Penalty 7679.642948 = -129565.477717
  nChanged 1
		SP:Iteration 5Q (31399.950000 sec): 3 clusters
  Score: Raw -137251.677000 + Penalty 7679.642948 = -129572.034053
  nChanged 0
		SP:Iteration 6F (31399.950000 sec): 3 clusters
  Score: Raw -137251.677000 + Penalty 7679.642948 = -129572.034053
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (105237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31400.650000 sec): 2 clusters
  Score: Raw -28103604.287828 + Penalty 7082.931765 = -28096521.356063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31401.460000 sec): 3 clusters
  Score: Raw -28038718.687371 + Penalty 14165.863530 = -28024552.823841
  nChanged 48329
		SP:Iteration 1F (31402.260000 sec): 3 clusters
  Score: Raw -28065589.055915 + Penalty 14165.863530 = -28051423.192385
  nChanged 4685
		SP:Iteration 2Q (31403.070000 sec): 3 clusters
  Score: Raw -28067069.549926 + Penalty 14165.863530 = -28052903.686396
  nChanged 4620
		SP:Iteration 3Q (31403.880000 sec): 3 clusters
  Score: Raw -28068769.377385 + Penalty 14165.863530 = -28054603.513855
  nChanged 5082
		SP:Iteration 4Q (31404.690000 sec): 3 clusters
  Score: Raw -28071040.542755 + Penalty 14165.863530 = -28056874.679225
  nChanged 5736
		SP:Iteration 5F (31405.500000 sec): 3 clusters
  Score: Raw -28074194.976395 + Penalty 14165.863530 = -28060029.112865
  nChanged 6553
		SP:Iteration 6F (31406.310000 sec): 3 clusters
  Score: Raw -28078283.142699 + Penalty 14165.863530 = -28064117.279169
  nChanged 6774
		SP:Iteration 7F (31407.110000 sec): 3 clusters
  Score: Raw -28082455.541689 + Penalty 14165.863530 = -28068289.678159
  nChanged 6214
		SP:Iteration 8F (31407.920000 sec): 3 clusters
  Score: Raw -28085680.183682 + Penalty 14165.863530 = -28071514.320152
  nChanged 5197
		SP:Iteration 9Q (31408.720000 sec): 3 clusters
  Score: Raw -28087858.420116 + Penalty 14165.863530 = -28073692.556586
  nChanged 4054
		SP:Iteration 10Q (31409.530000 sec): 3 clusters
  Score: Raw -28089452.118771 + Penalty 14165.863530 = -28075286.255242
  nChanged 3359
		SP:Iteration 11Q (31410.330000 sec): 3 clusters
  Score: Raw -28090746.617036 + Penalty 14165.863530 = -28076580.753506
  nChanged 2942
		SP:Iteration 12Q (31411.130000 sec): 3 clusters
  Score: Raw -28092069.047712 + Penalty 14165.863530 = -28077903.184183
  nChanged 2901
		SP:Iteration 13Q (31411.930000 sec): 3 clusters
  Score: Raw -28093701.829477 + Penalty 14165.863530 = -28079535.965947
  nChanged 3139
		SP:Iteration 14Q (31412.730000 sec): 3 clusters
  Score: Raw -28096058.323227 + Penalty 14165.863530 = -28081892.459697
  nChanged 3392
		SP:Iteration 15Q (31413.530000 sec): 3 clusters
  Score: Raw -28099299.949593 + Penalty 14165.863530 = -28085134.086063
  nChanged 3211
		SP:Iteration 16Q (31414.320000 sec): 3 clusters
  Score: Raw -28102328.448440 + Penalty 14165.863530 = -28088162.584910
  nChanged 2595
		SP:Iteration 17Q (31415.080000 sec): 3 clusters
  Score: Raw -28104295.676911 + Penalty 14165.863530 = -28090129.813382
  nChanged 1904
		SP:Iteration 18Q (31415.810000 sec): 3 clusters
  Score: Raw -28105423.505776 + Penalty 14165.863530 = -28091257.642247
  nChanged 1376
		SP:Iteration 19Q (31416.510000 sec): 3 clusters
  Score: Raw -28106071.526787 + Penalty 14165.863530 = -28091905.663257
  nChanged 1073
		SP:Iteration 20F (31417.310000 sec): 3 clusters
  Score: Raw -28106490.548763 + Penalty 14165.863530 = -28092324.685233
  nChanged 885
		SP:Iteration 21Q (31417.980000 sec): 3 clusters
  Score: Raw -28106825.912440 + Penalty 14165.863530 = -28092660.048910
  nChanged 754
		SP:Iteration 22Q (31418.640000 sec): 3 clusters
  Score: Raw -28107148.664989 + Penalty 14165.863530 = -28092982.801459
  nChanged 667
		SP:Iteration 23Q (31419.300000 sec): 3 clusters
  Score: Raw -28107487.843060 + Penalty 14165.863530 = -28093321.979530
  nChanged 602
		SP:Iteration 24Q (31419.940000 sec): 3 clusters
  Score: Raw -28107842.781076 + Penalty 14165.863530 = -28093676.917546
  nChanged 566
		SP:Iteration 25Q (31420.570000 sec): 3 clusters
  Score: Raw -28108199.192925 + Penalty 14165.863530 = -28094033.329395
  nChanged 494
		SP:Iteration 26Q (31421.200000 sec): 3 clusters
  Score: Raw -28108523.755956 + Penalty 14165.863530 = -28094357.892426
  nChanged 471
		SP:Iteration 27Q (31421.810000 sec): 3 clusters
  Score: Raw -28108807.636407 + Penalty 14165.863530 = -28094641.772877
  nChanged 411
		SP:Iteration 28Q (31422.420000 sec): 3 clusters
  Score: Raw -28109009.372156 + Penalty 14165.863530 = -28094843.508626
  nChanged 351
		SP:Iteration 29Q (31423.020000 sec): 3 clusters
  Score: Raw -28109148.694395 + Penalty 14165.863530 = -28094982.830865
  nChanged 279
		SP:Iteration 30Q (31423.620000 sec): 3 clusters
  Score: Raw -28109247.499839 + Penalty 14165.863530 = -28095081.636309
  nChanged 220
		SP:Iteration 31Q (31424.210000 sec): 3 clusters
  Score: Raw -28109313.072649 + Penalty 14165.863530 = -28095147.209119
  nChanged 148
		SP:Iteration 32Q (31424.800000 sec): 3 clusters
  Score: Raw -28109349.027948 + Penalty 14165.863530 = -28095183.164418
  nChanged 116
		SP:Iteration 33Q (31425.390000 sec): 3 clusters
  Score: Raw -28109369.943487 + Penalty 14165.863530 = -28095204.079957
  nChanged 76
		SP:Iteration 34Q (31425.980000 sec): 3 clusters
  Score: Raw -28109383.149265 + Penalty 14165.863530 = -28095217.285736
  nChanged 69
		SP:Iteration 35Q (31426.570000 sec): 3 clusters
  Score: Raw -28109393.275470 + Penalty 14165.863530 = -28095227.411940
  nChanged 43
		SP:Iteration 36Q (31427.160000 sec): 3 clusters
  Score: Raw -28109399.321667 + Penalty 14165.863530 = -28095233.458137
  nChanged 29
		SP:Iteration 37Q (31427.740000 sec): 3 clusters
  Score: Raw -28109402.755450 + Penalty 14165.863530 = -28095236.891920
  nChanged 23
		SP:Iteration 38Q (31428.330000 sec): 3 clusters
  Score: Raw -28109405.472898 + Penalty 14165.863530 = -28095239.609368
  nChanged 19
		SP:Iteration 39Q (31428.910000 sec): 3 clusters
  Score: Raw -28109407.513505 + Penalty 14165.863530 = -28095241.649975
  nChanged 16
		SP:Iteration 40F (31429.710000 sec): 3 clusters
  Score: Raw -28109409.131882 + Penalty 14165.863530 = -28095243.268352
  nChanged 16
		SP:Iteration 41Q (31430.300000 sec): 3 clusters
  Score: Raw -28109410.863154 + Penalty 14165.863530 = -28095244.999624
  nChanged 9
		SP:Iteration 42Q (31430.890000 sec): 3 clusters
  Score: Raw -28109411.773799 + Penalty 14165.863530 = -28095245.910269
  nChanged 5
		SP:Iteration 43Q (31431.480000 sec): 3 clusters
  Score: Raw -28109412.233136 + Penalty 14165.863530 = -28095246.369606
  nChanged 6
		SP:Iteration 44Q (31432.070000 sec): 3 clusters
  Score: Raw -28109412.837624 + Penalty 14165.863530 = -28095246.974095
  nChanged 6
		SP:Iteration 45Q (31432.650000 sec): 3 clusters
  Score: Raw -28109413.400402 + Penalty 14165.863530 = -28095247.536872
  nChanged 3
		SP:Iteration 46Q (31433.240000 sec): 3 clusters
  Score: Raw -28109413.700702 + Penalty 14165.863530 = -28095247.837172
  nChanged 2
		SP:Iteration 47Q (31433.830000 sec): 3 clusters
  Score: Raw -28109413.917884 + Penalty 14165.863530 = -28095248.054354
  nChanged 4
		SP:Iteration 48Q (31434.410000 sec): 3 clusters
  Score: Raw -28109414.486973 + Penalty 14165.863530 = -28095248.623443
  nChanged 4
		SP:Iteration 49Q (31435.000000 sec): 3 clusters
  Score: Raw -28109414.916103 + Penalty 14165.863530 = -28095249.052573
  nChanged 2
		SP:Iteration 50Q (31435.590000 sec): 3 clusters
  Score: Raw -28109415.155481 + Penalty 14165.863530 = -28095249.291951
  nChanged 1
		SP:Iteration 51Q (31436.170000 sec): 3 clusters
  Score: Raw -28109415.256996 + Penalty 14165.863530 = -28095249.393467
  nChanged 0
		SP:Iteration 52F (31436.970000 sec): 3 clusters
  Score: Raw -28109415.256996 + Penalty 14165.863530 = -28095249.393467
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (17152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31437.140000 sec): 2 clusters
  Score: Raw -4545871.299880 + Penalty 5971.795414 = -4539899.504466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31437.270000 sec): 3 clusters
  Score: Raw -4537042.729387 + Penalty 11943.590828 = -4525099.138559
  nChanged 6872
		SP:Iteration 1F (31437.400000 sec): 3 clusters
  Score: Raw -4540823.283495 + Penalty 11943.590828 = -4528879.692667
  nChanged 1313
		SP:Iteration 2F (31437.530000 sec): 3 clusters
  Score: Raw -4541677.781541 + Penalty 11943.590828 = -4529734.190713
  nChanged 1115
		SP:Iteration 3F (31437.650000 sec): 3 clusters
  Score: Raw -4542479.482598 + Penalty 11943.590828 = -4530535.891770
  nChanged 1044
		SP:Iteration 4F (31437.780000 sec): 3 clusters
  Score: Raw -4543250.878084 + Penalty 11943.590828 = -4531307.287256
  nChanged 969
		SP:Iteration 5F (31437.910000 sec): 3 clusters
  Score: Raw -4544029.646037 + Penalty 11943.590828 = -4532086.055208
  nChanged 967
		SP:Iteration 6F (31438.040000 sec): 3 clusters
  Score: Raw -4544827.371939 + Penalty 11943.590828 = -4532883.781111
  nChanged 991
		SP:Iteration 7F (31438.170000 sec): 3 clusters
  Score: Raw -4545637.072568 + Penalty 11943.590828 = -4533693.481740
  nChanged 890
		SP:Iteration 8F (31438.300000 sec): 3 clusters
  Score: Raw -4546361.908649 + Penalty 11943.590828 = -4534418.317821
  nChanged 746
		SP:Iteration 9Q (31438.430000 sec): 3 clusters
  Score: Raw -4546836.060952 + Penalty 11943.590828 = -4534892.470124
  nChanged 536
		SP:Iteration 10Q (31438.550000 sec): 3 clusters
  Score: Raw -4547095.607959 + Penalty 11943.590828 = -4535152.017131
  nChanged 403
		SP:Iteration 11Q (31438.680000 sec): 3 clusters
  Score: Raw -4547257.969903 + Penalty 11943.590828 = -4535314.379074
  nChanged 293
		SP:Iteration 12Q (31438.810000 sec): 3 clusters
  Score: Raw -4547361.626655 + Penalty 11943.590828 = -4535418.035827
  nChanged 211
		SP:Iteration 13Q (31438.930000 sec): 3 clusters
  Score: Raw -4547424.922858 + Penalty 11943.590828 = -4535481.332030
  nChanged 152
		SP:Iteration 14Q (31439.060000 sec): 3 clusters
  Score: Raw -4547470.196377 + Penalty 11943.590828 = -4535526.605549
  nChanged 112
		SP:Iteration 15Q (31439.190000 sec): 3 clusters
  Score: Raw -4547497.693985 + Penalty 11943.590828 = -4535554.103157
  nChanged 76
		SP:Iteration 16Q (31439.320000 sec): 3 clusters
  Score: Raw -4547514.564694 + Penalty 11943.590828 = -4535570.973865
  nChanged 53
		SP:Iteration 17Q (31439.440000 sec): 3 clusters
  Score: Raw -4547525.611436 + Penalty 11943.590828 = -4535582.020608
  nChanged 34
		SP:Iteration 18Q (31439.570000 sec): 3 clusters
  Score: Raw -4547533.338631 + Penalty 11943.590828 = -4535589.747803
  nChanged 41
		SP:Iteration 19Q (31439.700000 sec): 3 clusters
  Score: Raw -4547541.982935 + Penalty 11943.590828 = -4535598.392107
  nChanged 29
		SP:Iteration 20F (31439.830000 sec): 3 clusters
  Score: Raw -4547548.968165 + Penalty 11943.590828 = -4535605.377336
  nChanged 39
		SP:Iteration 21Q (31439.950000 sec): 3 clusters
  Score: Raw -4547558.112472 + Penalty 11943.590828 = -4535614.521643
  nChanged 33
		SP:Iteration 22Q (31440.080000 sec): 3 clusters
  Score: Raw -4547564.739577 + Penalty 11943.590828 = -4535621.148749
  nChanged 25
		SP:Iteration 23Q (31440.210000 sec): 3 clusters
  Score: Raw -4547569.222159 + Penalty 11943.590828 = -4535625.631330
  nChanged 18
		SP:Iteration 24Q (31440.340000 sec): 3 clusters
  Score: Raw -4547572.925379 + Penalty 11943.590828 = -4535629.334550
  nChanged 23
		SP:Iteration 25Q (31440.460000 sec): 3 clusters
  Score: Raw -4547578.197701 + Penalty 11943.590828 = -4535634.606873
  nChanged 24
		SP:Iteration 26Q (31440.590000 sec): 3 clusters
  Score: Raw -4547583.276791 + Penalty 11943.590828 = -4535639.685963
  nChanged 19
		SP:Iteration 27Q (31440.720000 sec): 3 clusters
  Score: Raw -4547587.237391 + Penalty 11943.590828 = -4535643.646563
  nChanged 15
		SP:Iteration 28Q (31440.850000 sec): 3 clusters
  Score: Raw -4547590.247002 + Penalty 11943.590828 = -4535646.656174
  nChanged 14
		SP:Iteration 29Q (31440.970000 sec): 3 clusters
  Score: Raw -4547592.740201 + Penalty 11943.590828 = -4535649.149373
  nChanged 14
		SP:Iteration 30Q (31441.100000 sec): 3 clusters
  Score: Raw -4547595.651055 + Penalty 11943.590828 = -4535652.060227
  nChanged 12
		SP:Iteration 31Q (31441.230000 sec): 3 clusters
  Score: Raw -4547598.330623 + Penalty 11943.590828 = -4535654.739795
  nChanged 15
		SP:Iteration 32Q (31441.350000 sec): 3 clusters
  Score: Raw -4547601.235103 + Penalty 11943.590828 = -4535657.644275
  nChanged 11
		SP:Iteration 33Q (31441.480000 sec): 3 clusters
  Score: Raw -4547604.488180 + Penalty 11943.590828 = -4535660.897351
  nChanged 14
		SP:Iteration 34Q (31441.610000 sec): 3 clusters
  Score: Raw -4547607.624780 + Penalty 11943.590828 = -4535664.033952
  nChanged 16
		SP:Iteration 35Q (31441.730000 sec): 3 clusters
  Score: Raw -4547611.267942 + Penalty 11943.590828 = -4535667.677113
  nChanged 12
		SP:Iteration 36Q (31441.860000 sec): 3 clusters
  Score: Raw -4547614.174356 + Penalty 11943.590828 = -4535670.583528
  nChanged 24
		SP:Iteration 37Q (31441.990000 sec): 3 clusters
  Score: Raw -4547619.943883 + Penalty 11943.590828 = -4535676.353055
  nChanged 21
		SP:Iteration 38Q (31442.110000 sec): 3 clusters
  Score: Raw -4547624.521364 + Penalty 11943.590828 = -4535680.930535
  nChanged 24
		SP:Iteration 39Q (31442.240000 sec): 3 clusters
  Score: Raw -4547630.591110 + Penalty 11943.590828 = -4535687.000282
  nChanged 24
		SP:Iteration 40F (31442.370000 sec): 3 clusters
  Score: Raw -4547636.233346 + Penalty 11943.590828 = -4535692.642518
  nChanged 26
		SP:Iteration 41Q (31442.500000 sec): 3 clusters
  Score: Raw -4547642.119164 + Penalty 11943.590828 = -4535698.528335
  nChanged 26
		SP:Iteration 42Q (31442.630000 sec): 3 clusters
  Score: Raw -4547647.609966 + Penalty 11943.590828 = -4535704.019138
  nChanged 18
		SP:Iteration 43Q (31442.750000 sec): 3 clusters
  Score: Raw -4547651.688418 + Penalty 11943.590828 = -4535708.097590
  nChanged 26
		SP:Iteration 44Q (31442.880000 sec): 3 clusters
  Score: Raw -4547657.153263 + Penalty 11943.590828 = -4535713.562434
  nChanged 18
		SP:Iteration 45Q (31443.010000 sec): 3 clusters
  Score: Raw -4547661.764369 + Penalty 11943.590828 = -4535718.173541
  nChanged 24
		SP:Iteration 46Q (31443.130000 sec): 3 clusters
  Score: Raw -4547667.393966 + Penalty 11943.590828 = -4535723.803138
  nChanged 24
		SP:Iteration 47Q (31443.260000 sec): 3 clusters
  Score: Raw -4547673.383644 + Penalty 11943.590828 = -4535729.792816
  nChanged 21
		SP:Iteration 48Q (31443.390000 sec): 3 clusters
  Score: Raw -4547677.607345 + Penalty 11943.590828 = -4535734.016517
  nChanged 23
		SP:Iteration 49Q (31443.510000 sec): 3 clusters
  Score: Raw -4547681.934775 + Penalty 11943.590828 = -4535738.343947
  nChanged 15
		SP:Iteration 50Q (31443.640000 sec): 3 clusters
  Score: Raw -4547684.901164 + Penalty 11943.590828 = -4535741.310336
  nChanged 13
		SP:Iteration 51Q (31443.770000 sec): 3 clusters
  Score: Raw -4547687.288185 + Penalty 11943.590828 = -4535743.697357
  nChanged 14
		SP:Iteration 52Q (31443.900000 sec): 3 clusters
  Score: Raw -4547690.289509 + Penalty 11943.590828 = -4535746.698681
  nChanged 14
		SP:Iteration 53Q (31444.020000 sec): 3 clusters
  Score: Raw -4547692.408751 + Penalty 11943.590828 = -4535748.817923
  nChanged 11
		SP:Iteration 54Q (31444.150000 sec): 3 clusters
  Score: Raw -4547694.743678 + Penalty 11943.590828 = -4535751.152850
  nChanged 16
		SP:Iteration 55Q (31444.280000 sec): 3 clusters
  Score: Raw -4547699.135711 + Penalty 11943.590828 = -4535755.544883
  nChanged 21
		SP:Iteration 56Q (31444.410000 sec): 3 clusters
  Score: Raw -4547703.706856 + Penalty 11943.590828 = -4535760.116028
  nChanged 16
		SP:Iteration 57Q (31444.530000 sec): 3 clusters
  Score: Raw -4547707.685102 + Penalty 11943.590828 = -4535764.094274
  nChanged 18
		SP:Iteration 58Q (31444.660000 sec): 3 clusters
  Score: Raw -4547711.238337 + Penalty 11943.590828 = -4535767.647509
  nChanged 24
		SP:Iteration 59Q (31444.780000 sec): 3 clusters
  Score: Raw -4547716.447242 + Penalty 11943.590828 = -4535772.856414
  nChanged 26
		SP:Iteration 60F (31444.910000 sec): 3 clusters
  Score: Raw -4547722.393749 + Penalty 11943.590828 = -4535778.802920
  nChanged 30
		SP:Iteration 61Q (31445.040000 sec): 3 clusters
  Score: Raw -4547729.621219 + Penalty 11943.590828 = -4535786.030391
  nChanged 22
		SP:Iteration 62Q (31445.170000 sec): 3 clusters
  Score: Raw -4547737.181347 + Penalty 11943.590828 = -4535793.590518
  nChanged 23
		SP:Iteration 63Q (31445.300000 sec): 3 clusters
  Score: Raw -4547743.843773 + Penalty 11943.590828 = -4535800.252945
  nChanged 30
		SP:Iteration 64Q (31445.420000 sec): 3 clusters
  Score: Raw -4547751.809303 + Penalty 11943.590828 = -4535808.218475
  nChanged 38
		SP:Iteration 65Q (31445.550000 sec): 3 clusters
  Score: Raw -4547763.570306 + Penalty 11943.590828 = -4535819.979478
  nChanged 38
		SP:Iteration 66Q (31445.680000 sec): 3 clusters
  Score: Raw -4547773.620049 + Penalty 11943.590828 = -4535830.029220
  nChanged 38
		SP:Iteration 67Q (31445.810000 sec): 3 clusters
  Score: Raw -4547782.084624 + Penalty 11943.590828 = -4535838.493796
  nChanged 31
		SP:Iteration 68Q (31445.930000 sec): 3 clusters
  Score: Raw -4547789.324492 + Penalty 11943.590828 = -4535845.733663
  nChanged 29
		SP:Iteration 69Q (31446.060000 sec): 3 clusters
  Score: Raw -4547796.503281 + Penalty 11943.590828 = -4535852.912453
  nChanged 27
		SP:Iteration 70Q (31446.190000 sec): 3 clusters
  Score: Raw -4547803.928922 + Penalty 11943.590828 = -4535860.338094
  nChanged 30
		SP:Iteration 71Q (31446.310000 sec): 3 clusters
  Score: Raw -4547813.286384 + Penalty 11943.590828 = -4535869.695556
  nChanged 31
		SP:Iteration 72Q (31446.440000 sec): 3 clusters
  Score: Raw -4547822.587593 + Penalty 11943.590828 = -4535878.996765
  nChanged 31
		SP:Iteration 73Q (31446.570000 sec): 3 clusters
  Score: Raw -4547832.159636 + Penalty 11943.590828 = -4535888.568808
  nChanged 27
		SP:Iteration 74Q (31446.700000 sec): 3 clusters
  Score: Raw -4547838.781906 + Penalty 11943.590828 = -4535895.191078
  nChanged 25
		SP:Iteration 75Q (31446.830000 sec): 3 clusters
  Score: Raw -4547845.661488 + Penalty 11943.590828 = -4535902.070659
  nChanged 33
		SP:Iteration 76Q (31446.950000 sec): 3 clusters
  Score: Raw -4547856.653129 + Penalty 11943.590828 = -4535913.062301
  nChanged 40
		SP:Iteration 77Q (31447.080000 sec): 3 clusters
  Score: Raw -4547869.284099 + Penalty 11943.590828 = -4535925.693271
  nChanged 47
		SP:Iteration 78Q (31447.210000 sec): 3 clusters
  Score: Raw -4547881.896163 + Penalty 11943.590828 = -4535938.305335
  nChanged 45
		SP:Iteration 79Q (31447.340000 sec): 3 clusters
  Score: Raw -4547896.058486 + Penalty 11943.590828 = -4535952.467658
  nChanged 48
		SP:Iteration 80F (31447.470000 sec): 3 clusters
  Score: Raw -4547910.228809 + Penalty 11943.590828 = -4535966.637981
  nChanged 49
		SP:Iteration 81Q (31447.590000 sec): 3 clusters
  Score: Raw -4547922.956270 + Penalty 11943.590828 = -4535979.365441
  nChanged 31
		SP:Iteration 82Q (31447.720000 sec): 3 clusters
  Score: Raw -4547930.114251 + Penalty 11943.590828 = -4535986.523423
  nChanged 30
		SP:Iteration 83Q (31447.850000 sec): 3 clusters
  Score: Raw -4547936.952953 + Penalty 11943.590828 = -4535993.362125
  nChanged 19
		SP:Iteration 84Q (31447.980000 sec): 3 clusters
  Score: Raw -4547941.874032 + Penalty 11943.590828 = -4535998.283203
  nChanged 29
		SP:Iteration 85Q (31448.100000 sec): 3 clusters
  Score: Raw -4547948.745889 + Penalty 11943.590828 = -4536005.155060
  nChanged 26
		SP:Iteration 86Q (31448.230000 sec): 3 clusters
  Score: Raw -4547954.771225 + Penalty 11943.590828 = -4536011.180396
  nChanged 24
		SP:Iteration 87Q (31448.360000 sec): 3 clusters
  Score: Raw -4547960.153921 + Penalty 11943.590828 = -4536016.563093
  nChanged 16
		SP:Iteration 88Q (31448.490000 sec): 3 clusters
  Score: Raw -4547963.583707 + Penalty 11943.590828 = -4536019.992879
  nChanged 18
		SP:Iteration 89Q (31448.620000 sec): 3 clusters
  Score: Raw -4547967.506386 + Penalty 11943.590828 = -4536023.915558
  nChanged 19
		SP:Iteration 90Q (31448.740000 sec): 3 clusters
  Score: Raw -4547971.731305 + Penalty 11943.590828 = -4536028.140477
  nChanged 14
		SP:Iteration 91Q (31448.870000 sec): 3 clusters
  Score: Raw -4547974.568572 + Penalty 11943.590828 = -4536030.977744
  nChanged 17
		SP:Iteration 92Q (31449.000000 sec): 3 clusters
  Score: Raw -4547978.258466 + Penalty 11943.590828 = -4536034.667638
  nChanged 16
		SP:Iteration 93Q (31449.130000 sec): 3 clusters
  Score: Raw -4547981.510984 + Penalty 11943.590828 = -4536037.920155
  nChanged 16
		SP:Iteration 94Q (31449.260000 sec): 3 clusters
  Score: Raw -4547985.376411 + Penalty 11943.590828 = -4536041.785583
  nChanged 18
		SP:Iteration 95Q (31449.380000 sec): 3 clusters
  Score: Raw -4547988.807965 + Penalty 11943.590828 = -4536045.217136
  nChanged 13
		SP:Iteration 96Q (31449.510000 sec): 3 clusters
  Score: Raw -4547991.837353 + Penalty 11943.590828 = -4536048.246525
  nChanged 20
		SP:Iteration 97Q (31449.640000 sec): 3 clusters
  Score: Raw -4547996.679433 + Penalty 11943.590828 = -4536053.088604
  nChanged 17
		SP:Iteration 98Q (31449.760000 sec): 3 clusters
  Score: Raw -4547999.875135 + Penalty 11943.590828 = -4536056.284307
  nChanged 16
		SP:Iteration 99Q (31449.890000 sec): 3 clusters
  Score: Raw -4548003.473712 + Penalty 11943.590828 = -4536059.882884
  nChanged 17
		SP:Iteration 100F (31450.020000 sec): 3 clusters
  Score: Raw -4548008.654525 + Penalty 11943.590828 = -4536065.063697
  nChanged 17
		SP:Iteration 101Q (31450.150000 sec): 3 clusters
  Score: Raw -4548013.354050 + Penalty 11943.590828 = -4536069.763222
  nChanged 16
		SP:Iteration 102Q (31450.280000 sec): 3 clusters
  Score: Raw -4548017.469155 + Penalty 11943.590828 = -4536073.878327
  nChanged 15
		SP:Iteration 103Q (31450.400000 sec): 3 clusters
  Score: Raw -4548021.234625 + Penalty 11943.590828 = -4536077.643797
  nChanged 16
		SP:Iteration 104Q (31450.530000 sec): 3 clusters
  Score: Raw -4548025.731286 + Penalty 11943.590828 = -4536082.140458
  nChanged 15
		SP:Iteration 105Q (31450.660000 sec): 3 clusters
  Score: Raw -4548029.234659 + Penalty 11943.590828 = -4536085.643831
  nChanged 15
		SP:Iteration 106Q (31450.780000 sec): 3 clusters
  Score: Raw -4548032.953793 + Penalty 11943.590828 = -4536089.362965
  nChanged 15
		SP:Iteration 107Q (31450.910000 sec): 3 clusters
  Score: Raw -4548036.803311 + Penalty 11943.590828 = -4536093.212482
  nChanged 15
		SP:Iteration 108Q (31451.040000 sec): 3 clusters
  Score: Raw -4548040.399282 + Penalty 11943.590828 = -4536096.808454
  nChanged 12
		SP:Iteration 109Q (31451.170000 sec): 3 clusters
  Score: Raw -4548043.455815 + Penalty 11943.590828 = -4536099.864987
  nChanged 6
		SP:Iteration 110Q (31451.300000 sec): 3 clusters
  Score: Raw -4548045.429772 + Penalty 11943.590828 = -4536101.838943
  nChanged 17
		SP:Iteration 111Q (31451.420000 sec): 3 clusters
  Score: Raw -4548049.948686 + Penalty 11943.590828 = -4536106.357858
  nChanged 16
		SP:Iteration 112Q (31451.550000 sec): 3 clusters
  Score: Raw -4548054.382216 + Penalty 11943.590828 = -4536110.791388
  nChanged 17
		SP:Iteration 113Q (31451.680000 sec): 3 clusters
  Score: Raw -4548057.992800 + Penalty 11943.590828 = -4536114.401972
  nChanged 8
		SP:Iteration 114Q (31451.800000 sec): 3 clusters
  Score: Raw -4548059.977323 + Penalty 11943.590828 = -4536116.386494
  nChanged 9
		SP:Iteration 115Q (31451.930000 sec): 3 clusters
  Score: Raw -4548062.527251 + Penalty 11943.590828 = -4536118.936423
  nChanged 7
		SP:Iteration 116Q (31452.060000 sec): 3 clusters
  Score: Raw -4548064.127818 + Penalty 11943.590828 = -4536120.536989
  nChanged 5
		SP:Iteration 117Q (31452.180000 sec): 3 clusters
  Score: Raw -4548065.446398 + Penalty 11943.590828 = -4536121.855570
  nChanged 5
		SP:Iteration 118Q (31452.310000 sec): 3 clusters
  Score: Raw -4548066.586470 + Penalty 11943.590828 = -4536122.995642
  nChanged 5
		SP:Iteration 119Q (31452.440000 sec): 3 clusters
  Score: Raw -4548067.814820 + Penalty 11943.590828 = -4536124.223992
  nChanged 4
		SP:Iteration 120F (31452.560000 sec): 3 clusters
  Score: Raw -4548068.598264 + Penalty 11943.590828 = -4536125.007436
  nChanged 4
		SP:Iteration 121Q (31452.690000 sec): 3 clusters
  Score: Raw -4548069.223721 + Penalty 11943.590828 = -4536125.632893
  nChanged 3
		SP:Iteration 122Q (31452.820000 sec): 3 clusters
  Score: Raw -4548070.244776 + Penalty 11943.590828 = -4536126.653947
  nChanged 6
		SP:Iteration 123Q (31452.950000 sec): 3 clusters
  Score: Raw -4548071.411371 + Penalty 11943.590828 = -4536127.820543
  nChanged 6
		SP:Iteration 124Q (31453.070000 sec): 3 clusters
  Score: Raw -4548072.987315 + Penalty 11943.590828 = -4536129.396487
  nChanged 3
		SP:Iteration 125Q (31453.210000 sec): 3 clusters
  Score: Raw -4548073.746008 + Penalty 11943.590828 = -4536130.155180
  nChanged 1
		SP:Iteration 126Q (31453.330000 sec): 3 clusters
  Score: Raw -4548074.116794 + Penalty 11943.590828 = -4536130.525966
  nChanged 2
		SP:Iteration 127Q (31453.460000 sec): 3 clusters
  Score: Raw -4548074.346820 + Penalty 11943.590828 = -4536130.755991
  nChanged 1
		SP:Iteration 128Q (31453.590000 sec): 3 clusters
  Score: Raw -4548074.498797 + Penalty 11943.590828 = -4536130.907969
  nChanged 1
		SP:Iteration 129Q (31453.710000 sec): 3 clusters
  Score: Raw -4548074.775274 + Penalty 11943.590828 = -4536131.184446
  nChanged 0
		SP:Iteration 130F (31453.840000 sec): 3 clusters
  Score: Raw -4548074.775274 + Penalty 11943.590828 = -4536131.184446
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31454.050000 sec): 2 clusters
  Score: Raw -8600482.588337 + Penalty 6359.801071 = -8594122.787266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31454.300000 sec): 3 clusters
  Score: Raw -8582582.514624 + Penalty 12719.602141 = -8569862.912483
  nChanged 13775
		SP:Iteration 1F (31454.540000 sec): 3 clusters
  Score: Raw -8589964.155328 + Penalty 12719.602141 = -8577244.553187
  nChanged 2044
		SP:Iteration 2F (31454.790000 sec): 3 clusters
  Score: Raw -8590989.129560 + Penalty 12719.602141 = -8578269.527419
  nChanged 1824
		SP:Iteration 3F (31455.030000 sec): 3 clusters
  Score: Raw -8591972.298513 + Penalty 12719.602141 = -8579252.696372
  nChanged 1832
		SP:Iteration 4F (31455.280000 sec): 3 clusters
  Score: Raw -8593107.381596 + Penalty 12719.602141 = -8580387.779455
  nChanged 1867
		SP:Iteration 5F (31455.520000 sec): 3 clusters
  Score: Raw -8594413.286083 + Penalty 12719.602141 = -8581693.683942
  nChanged 1948
		SP:Iteration 6F (31455.770000 sec): 3 clusters
  Score: Raw -8595925.226848 + Penalty 12719.602141 = -8583205.624707
  nChanged 2034
		SP:Iteration 7F (31456.010000 sec): 3 clusters
  Score: Raw -8597485.644477 + Penalty 12719.602141 = -8584766.042336
  nChanged 1939
		SP:Iteration 8F (31456.260000 sec): 3 clusters
  Score: Raw -8598955.391990 + Penalty 12719.602141 = -8586235.789849
  nChanged 1637
		SP:Iteration 9F (31456.500000 sec): 3 clusters
  Score: Raw -8599975.360367 + Penalty 12719.602141 = -8587255.758226
  nChanged 1287
		SP:Iteration 10Q (31456.750000 sec): 3 clusters
  Score: Raw -8600600.160688 + Penalty 12719.602141 = -8587880.558547
  nChanged 943
		SP:Iteration 11Q (31456.990000 sec): 3 clusters
  Score: Raw -8600920.883638 + Penalty 12719.602141 = -8588201.281497
  nChanged 620
		SP:Iteration 12Q (31457.230000 sec): 3 clusters
  Score: Raw -8601084.574770 + Penalty 12719.602141 = -8588364.972629
  nChanged 425
		SP:Iteration 13Q (31457.470000 sec): 3 clusters
  Score: Raw -8601175.197164 + Penalty 12719.602141 = -8588455.595023
  nChanged 291
		SP:Iteration 14Q (31457.710000 sec): 3 clusters
  Score: Raw -8601229.768671 + Penalty 12719.602141 = -8588510.166530
  nChanged 199
		SP:Iteration 15Q (31457.950000 sec): 3 clusters
  Score: Raw -8601265.240846 + Penalty 12719.602141 = -8588545.638705
  nChanged 174
		SP:Iteration 16Q (31458.190000 sec): 3 clusters
  Score: Raw -8601294.723870 + Penalty 12719.602141 = -8588575.121729
  nChanged 133
		SP:Iteration 17Q (31458.430000 sec): 3 clusters
  Score: Raw -8601313.668706 + Penalty 12719.602141 = -8588594.066565
  nChanged 101
		SP:Iteration 18Q (31458.670000 sec): 3 clusters
  Score: Raw -8601325.315227 + Penalty 12719.602141 = -8588605.713086
  nChanged 65
		SP:Iteration 19Q (31458.910000 sec): 3 clusters
  Score: Raw -8601333.581826 + Penalty 12719.602141 = -8588613.979685
  nChanged 68
		SP:Iteration 20F (31459.160000 sec): 3 clusters
  Score: Raw -8601342.398767 + Penalty 12719.602141 = -8588622.796626
  nChanged 64
		SP:Iteration 21Q (31459.400000 sec): 3 clusters
  Score: Raw -8601350.480061 + Penalty 12719.602141 = -8588630.877920
  nChanged 67
		SP:Iteration 22Q (31459.640000 sec): 3 clusters
  Score: Raw -8601358.928857 + Penalty 12719.602141 = -8588639.326716
  nChanged 57
		SP:Iteration 23Q (31459.880000 sec): 3 clusters
  Score: Raw -8601365.453615 + Penalty 12719.602141 = -8588645.851474
  nChanged 38
		SP:Iteration 24Q (31460.120000 sec): 3 clusters
  Score: Raw -8601369.700625 + Penalty 12719.602141 = -8588650.098484
  nChanged 34
		SP:Iteration 25Q (31460.360000 sec): 3 clusters
  Score: Raw -8601373.576182 + Penalty 12719.602141 = -8588653.974041
  nChanged 29
		SP:Iteration 26Q (31460.600000 sec): 3 clusters
  Score: Raw -8601376.867878 + Penalty 12719.602141 = -8588657.265737
  nChanged 23
		SP:Iteration 27Q (31460.840000 sec): 3 clusters
  Score: Raw -8601378.998706 + Penalty 12719.602141 = -8588659.396565
  nChanged 15
		SP:Iteration 28Q (31461.080000 sec): 3 clusters
  Score: Raw -8601380.385436 + Penalty 12719.602141 = -8588660.783295
  nChanged 20
		SP:Iteration 29Q (31461.320000 sec): 3 clusters
  Score: Raw -8601382.493336 + Penalty 12719.602141 = -8588662.891195
  nChanged 17
		SP:Iteration 30Q (31461.560000 sec): 3 clusters
  Score: Raw -8601384.156936 + Penalty 12719.602141 = -8588664.554795
  nChanged 15
		SP:Iteration 31Q (31461.800000 sec): 3 clusters
  Score: Raw -8601385.468001 + Penalty 12719.602141 = -8588665.865860
  nChanged 9
		SP:Iteration 32Q (31462.050000 sec): 3 clusters
  Score: Raw -8601386.449551 + Penalty 12719.602141 = -8588666.847410
  nChanged 12
		SP:Iteration 33Q (31462.290000 sec): 3 clusters
  Score: Raw -8601387.766609 + Penalty 12719.602141 = -8588668.164468
  nChanged 15
		SP:Iteration 34Q (31462.530000 sec): 3 clusters
  Score: Raw -8601389.447563 + Penalty 12719.602141 = -8588669.845422
  nChanged 16
		SP:Iteration 35Q (31462.770000 sec): 3 clusters
  Score: Raw -8601391.118203 + Penalty 12719.602141 = -8588671.516062
  nChanged 9
		SP:Iteration 36Q (31463.010000 sec): 3 clusters
  Score: Raw -8601392.011609 + Penalty 12719.602141 = -8588672.409468
  nChanged 12
		SP:Iteration 37Q (31463.250000 sec): 3 clusters
  Score: Raw -8601393.199278 + Penalty 12719.602141 = -8588673.597137
  nChanged 8
		SP:Iteration 38Q (31463.500000 sec): 3 clusters
  Score: Raw -8601393.922661 + Penalty 12719.602141 = -8588674.320520
  nChanged 5
		SP:Iteration 39Q (31463.750000 sec): 3 clusters
  Score: Raw -8601394.445165 + Penalty 12719.602141 = -8588674.843024
  nChanged 14
		SP:Iteration 40F (31463.990000 sec): 3 clusters
  Score: Raw -8601395.964297 + Penalty 12719.602141 = -8588676.362156
  nChanged 14
		SP:Iteration 41Q (31464.230000 sec): 3 clusters
  Score: Raw -8601397.334492 + Penalty 12719.602141 = -8588677.732351
  nChanged 12
		SP:Iteration 42Q (31464.480000 sec): 3 clusters
  Score: Raw -8601398.559029 + Penalty 12719.602141 = -8588678.956888
  nChanged 15
		SP:Iteration 43Q (31464.720000 sec): 3 clusters
  Score: Raw -8601400.023372 + Penalty 12719.602141 = -8588680.421231
  nChanged 15
		SP:Iteration 44Q (31464.960000 sec): 3 clusters
  Score: Raw -8601401.242184 + Penalty 12719.602141 = -8588681.640043
  nChanged 8
		SP:Iteration 45Q (31465.210000 sec): 3 clusters
  Score: Raw -8601402.131592 + Penalty 12719.602141 = -8588682.529451
  nChanged 5
		SP:Iteration 46Q (31465.450000 sec): 3 clusters
  Score: Raw -8601402.488997 + Penalty 12719.602141 = -8588682.886856
  nChanged 3
		SP:Iteration 47Q (31465.690000 sec): 3 clusters
  Score: Raw -8601402.791704 + Penalty 12719.602141 = -8588683.189563
  nChanged 2
		SP:Iteration 48Q (31465.930000 sec): 3 clusters
  Score: Raw -8601402.936306 + Penalty 12719.602141 = -8588683.334165
  nChanged 0
		SP:Iteration 49F (31466.180000 sec): 3 clusters
  Score: Raw -8601402.936306 + Penalty 12719.602141 = -8588683.334165
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (8890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31466.260000 sec): 2 clusters
  Score: Raw -2314980.971441 + Penalty 5569.267926 = -2309411.703514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31466.330000 sec): 3 clusters
  Score: Raw -2311024.813461 + Penalty 11138.535852 = -2299886.277608
  nChanged 3171
		SP:Iteration 1F (31466.390000 sec): 3 clusters
  Score: Raw -2312965.911367 + Penalty 11138.535852 = -2301827.375514
  nChanged 676
		SP:Iteration 2F (31466.460000 sec): 3 clusters
  Score: Raw -2313431.876408 + Penalty 11138.535852 = -2302293.340555
  nChanged 450
		SP:Iteration 3F (31466.530000 sec): 3 clusters
  Score: Raw -2313755.038439 + Penalty 11138.535852 = -2302616.502587
  nChanged 381
		SP:Iteration 4Q (31466.590000 sec): 3 clusters
  Score: Raw -2314029.292252 + Penalty 11138.535852 = -2302890.756399
  nChanged 304
		SP:Iteration 5Q (31466.660000 sec): 3 clusters
  Score: Raw -2314254.095149 + Penalty 11138.535852 = -2303115.559297
  nChanged 296
		SP:Iteration 6Q (31466.730000 sec): 3 clusters
  Score: Raw -2314468.340083 + Penalty 11138.535852 = -2303329.804231
  nChanged 285
		SP:Iteration 7Q (31466.790000 sec): 3 clusters
  Score: Raw -2314691.763201 + Penalty 11138.535852 = -2303553.227349
  nChanged 285
		SP:Iteration 8Q (31466.860000 sec): 3 clusters
  Score: Raw -2314899.824878 + Penalty 11138.535852 = -2303761.289025
  nChanged 272
		SP:Iteration 9Q (31466.920000 sec): 3 clusters
  Score: Raw -2315095.415540 + Penalty 11138.535852 = -2303956.879688
  nChanged 265
		SP:Iteration 10Q (31466.990000 sec): 3 clusters
  Score: Raw -2315314.136960 + Penalty 11138.535852 = -2304175.601108
  nChanged 296
		SP:Iteration 11Q (31467.050000 sec): 3 clusters
  Score: Raw -2315576.870070 + Penalty 11138.535852 = -2304438.334218
  nChanged 282
		SP:Iteration 12Q (31467.120000 sec): 3 clusters
  Score: Raw -2315862.955779 + Penalty 11138.535852 = -2304724.419926
  nChanged 308
		SP:Iteration 13Q (31467.180000 sec): 3 clusters
  Score: Raw -2316248.138737 + Penalty 11138.535852 = -2305109.602885
  nChanged 376
		SP:Iteration 14Q (31467.250000 sec): 3 clusters
  Score: Raw -2316894.549034 + Penalty 11138.535852 = -2305756.013182
  nChanged 447
		SP:Iteration 15F (31467.310000 sec): 3 clusters
  Score: Raw -2317916.184754 + Penalty 11138.535852 = -2306777.648902
  nChanged 406
		SP:Iteration 16Q (31467.370000 sec): 3 clusters
  Score: Raw -2318902.981127 + Penalty 11138.535852 = -2307764.445274
  nChanged 285
		SP:Iteration 17Q (31467.430000 sec): 3 clusters
  Score: Raw -2319435.305963 + Penalty 11138.535852 = -2308296.770111
  nChanged 121
		SP:Iteration 18Q (31467.470000 sec): 3 clusters
  Score: Raw -2319626.062256 + Penalty 11138.535852 = -2308487.526403
  nChanged 69
		SP:Iteration 19Q (31467.520000 sec): 3 clusters
  Score: Raw -2319815.158675 + Penalty 11138.535852 = -2308676.622822
  nChanged 56
		SP:Iteration 20F (31467.590000 sec): 3 clusters
  Score: Raw -2319954.399828 + Penalty 11138.535852 = -2308815.863976
  nChanged 34
		SP:Iteration 21Q (31467.630000 sec): 3 clusters
  Score: Raw -2319986.502406 + Penalty 11138.535852 = -2308847.966554
  nChanged 28
		SP:Iteration 22Q (31467.680000 sec): 3 clusters
  Score: Raw -2320008.274822 + Penalty 11138.535852 = -2308869.738969
  nChanged 17
		SP:Iteration 23Q (31467.730000 sec): 3 clusters
  Score: Raw -2320020.209157 + Penalty 11138.535852 = -2308881.673305
  nChanged 11
		SP:Iteration 24Q (31467.770000 sec): 3 clusters
  Score: Raw -2320026.196514 + Penalty 11138.535852 = -2308887.660662
  nChanged 2
		SP:Iteration 25Q (31467.820000 sec): 3 clusters
  Score: Raw -2320027.136084 + Penalty 11138.535852 = -2308888.600232
  nChanged 1
		SP:Iteration 26Q (31467.870000 sec): 3 clusters
  Score: Raw -2320027.761767 + Penalty 11138.535852 = -2308889.225915
  nChanged 3
		SP:Iteration 27Q (31467.910000 sec): 3 clusters
  Score: Raw -2320029.654706 + Penalty 11138.535852 = -2308891.118854
  nChanged 3
		SP:Iteration 28Q (31467.960000 sec): 3 clusters
  Score: Raw -2320031.001736 + Penalty 11138.535852 = -2308892.465884
  nChanged 0
		SP:Iteration 29F (31468.030000 sec): 3 clusters
  Score: Raw -2320031.001736 + Penalty 11138.535852 = -2308892.465884
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (1655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31468.050000 sec): 2 clusters
  Score: Raw -404075.411813 + Penalty 4539.578226 = -399535.833586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31468.060000 sec): 3 clusters
  Score: Raw -403998.268142 + Penalty 9079.156453 = -394919.111690
  nChanged 398
		SP:Iteration 1F (31468.070000 sec): 3 clusters
  Score: Raw -404947.859408 + Penalty 9079.156453 = -395868.702955
  nChanged 215
		SP:Iteration 2F (31468.080000 sec): 3 clusters
  Score: Raw -405880.982756 + Penalty 9079.156453 = -396801.826304
  nChanged 185
		SP:Iteration 3F (31468.090000 sec): 3 clusters
  Score: Raw -406978.194705 + Penalty 9079.156453 = -397899.038252
  nChanged 115
		SP:Iteration 4F (31468.110000 sec): 3 clusters
  Score: Raw -407688.970474 + Penalty 9079.156453 = -398609.814022
  nChanged 62
		SP:Iteration 5Q (31468.120000 sec): 3 clusters
  Score: Raw -407957.657703 + Penalty 9079.156453 = -398878.501250
  nChanged 39
		SP:Iteration 6Q (31468.130000 sec): 3 clusters
  Score: Raw -408079.210833 + Penalty 9079.156453 = -399000.054381
  nChanged 18
		SP:Iteration 7Q (31468.130000 sec): 3 clusters
  Score: Raw -408130.023031 + Penalty 9079.156453 = -399050.866578
  nChanged 9
		SP:Iteration 8Q (31468.150000 sec): 3 clusters
  Score: Raw -408151.640962 + Penalty 9079.156453 = -399072.484509
  nChanged 5
		SP:Iteration 9Q (31468.150000 sec): 3 clusters
  Score: Raw -408167.500305 + Penalty 9079.156453 = -399088.343852
  nChanged 3
		SP:Iteration 10Q (31468.160000 sec): 3 clusters
  Score: Raw -408175.538566 + Penalty 9079.156453 = -399096.382113
  nChanged 1
		SP:Iteration 11Q (31468.170000 sec): 3 clusters
  Score: Raw -408177.247810 + Penalty 9079.156453 = -399098.091357
  nChanged 0
		SP:Iteration 12F (31468.190000 sec): 3 clusters
  Score: Raw -408177.247810 + Penalty 9079.156453 = -399098.091357
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (11274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31468.270000 sec): 2 clusters
  Score: Raw -2853240.734708 + Penalty 5714.780862 = -2847525.953846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31468.350000 sec): 3 clusters
  Score: Raw -2847964.056138 + Penalty 11429.561724 = -2836534.494414
  nChanged 4263
		SP:Iteration 1F (31468.440000 sec): 3 clusters
  Score: Raw -2850673.650727 + Penalty 11429.561724 = -2839244.089003
  nChanged 967
		SP:Iteration 2F (31468.520000 sec): 3 clusters
  Score: Raw -2851641.476720 + Penalty 11429.561724 = -2840211.914996
  nChanged 826
		SP:Iteration 3F (31468.610000 sec): 3 clusters
  Score: Raw -2852633.610667 + Penalty 11429.561724 = -2841204.048943
  nChanged 763
		SP:Iteration 4F (31468.690000 sec): 3 clusters
  Score: Raw -2853548.930508 + Penalty 11429.561724 = -2842119.368784
  nChanged 737
		SP:Iteration 5F (31468.780000 sec): 3 clusters
  Score: Raw -2854453.204976 + Penalty 11429.561724 = -2843023.643252
  nChanged 696
		SP:Iteration 6F (31468.860000 sec): 3 clusters
  Score: Raw -2855103.578477 + Penalty 11429.561724 = -2843674.016753
  nChanged 501
		SP:Iteration 7Q (31468.950000 sec): 3 clusters
  Score: Raw -2855494.257295 + Penalty 11429.561724 = -2844064.695571
  nChanged 372
		SP:Iteration 8Q (31469.030000 sec): 3 clusters
  Score: Raw -2855744.425097 + Penalty 11429.561724 = -2844314.863373
  nChanged 302
		SP:Iteration 9Q (31469.110000 sec): 3 clusters
  Score: Raw -2855886.560075 + Penalty 11429.561724 = -2844456.998351
  nChanged 185
		SP:Iteration 10Q (31469.190000 sec): 3 clusters
  Score: Raw -2855978.113678 + Penalty 11429.561724 = -2844548.551954
  nChanged 144
		SP:Iteration 11Q (31469.270000 sec): 3 clusters
  Score: Raw -2856035.367607 + Penalty 11429.561724 = -2844605.805883
  nChanged 108
		SP:Iteration 12Q (31469.350000 sec): 3 clusters
  Score: Raw -2856083.612554 + Penalty 11429.561724 = -2844654.050830
  nChanged 78
		SP:Iteration 13Q (31469.430000 sec): 3 clusters
  Score: Raw -2856113.436705 + Penalty 11429.561724 = -2844683.874981
  nChanged 60
		SP:Iteration 14Q (31469.510000 sec): 3 clusters
  Score: Raw -2856143.621914 + Penalty 11429.561724 = -2844714.060190
  nChanged 60
		SP:Iteration 15Q (31469.580000 sec): 3 clusters
  Score: Raw -2856192.754382 + Penalty 11429.561724 = -2844763.192658
  nChanged 78
		SP:Iteration 16Q (31469.660000 sec): 3 clusters
  Score: Raw -2856238.390865 + Penalty 11429.561724 = -2844808.829141
  nChanged 74
		SP:Iteration 17Q (31469.740000 sec): 3 clusters
  Score: Raw -2856284.667345 + Penalty 11429.561724 = -2844855.105621
  nChanged 87
		SP:Iteration 18Q (31469.820000 sec): 3 clusters
  Score: Raw -2856335.477175 + Penalty 11429.561724 = -2844905.915451
  nChanged 82
		SP:Iteration 19Q (31469.900000 sec): 3 clusters
  Score: Raw -2856378.396136 + Penalty 11429.561724 = -2844948.834412
  nChanged 85
		SP:Iteration 20F (31469.980000 sec): 3 clusters
  Score: Raw -2856413.211831 + Penalty 11429.561724 = -2844983.650107
  nChanged 69
		SP:Iteration 21Q (31470.060000 sec): 3 clusters
  Score: Raw -2856440.564421 + Penalty 11429.561724 = -2845011.002697
  nChanged 55
		SP:Iteration 22Q (31470.140000 sec): 3 clusters
  Score: Raw -2856460.937230 + Penalty 11429.561724 = -2845031.375506
  nChanged 59
		SP:Iteration 23Q (31470.220000 sec): 3 clusters
  Score: Raw -2856485.805592 + Penalty 11429.561724 = -2845056.243867
  nChanged 60
		SP:Iteration 24Q (31470.300000 sec): 3 clusters
  Score: Raw -2856512.065888 + Penalty 11429.561724 = -2845082.504164
  nChanged 57
		SP:Iteration 25Q (31470.380000 sec): 3 clusters
  Score: Raw -2856532.591871 + Penalty 11429.561724 = -2845103.030147
  nChanged 39
		SP:Iteration 26Q (31470.450000 sec): 3 clusters
  Score: Raw -2856548.103416 + Penalty 11429.561724 = -2845118.541692
  nChanged 39
		SP:Iteration 27Q (31470.530000 sec): 3 clusters
  Score: Raw -2856565.322523 + Penalty 11429.561724 = -2845135.760799
  nChanged 41
		SP:Iteration 28Q (31470.610000 sec): 3 clusters
  Score: Raw -2856582.931411 + Penalty 11429.561724 = -2845153.369687
  nChanged 43
		SP:Iteration 29Q (31470.690000 sec): 3 clusters
  Score: Raw -2856602.594894 + Penalty 11429.561724 = -2845173.033170
  nChanged 38
		SP:Iteration 30Q (31470.770000 sec): 3 clusters
  Score: Raw -2856615.650275 + Penalty 11429.561724 = -2845186.088551
  nChanged 31
		SP:Iteration 31Q (31470.840000 sec): 3 clusters
  Score: Raw -2856627.582008 + Penalty 11429.561724 = -2845198.020284
  nChanged 33
		SP:Iteration 32Q (31470.920000 sec): 3 clusters
  Score: Raw -2856637.919477 + Penalty 11429.561724 = -2845208.357753
  nChanged 28
		SP:Iteration 33Q (31471.000000 sec): 3 clusters
  Score: Raw -2856646.947865 + Penalty 11429.561724 = -2845217.386141
  nChanged 40
		SP:Iteration 34Q (31471.080000 sec): 3 clusters
  Score: Raw -2856665.629367 + Penalty 11429.561724 = -2845236.067642
  nChanged 42
		SP:Iteration 35Q (31471.150000 sec): 3 clusters
  Score: Raw -2856681.047799 + Penalty 11429.561724 = -2845251.486075
  nChanged 48
		SP:Iteration 36Q (31471.230000 sec): 3 clusters
  Score: Raw -2856701.383022 + Penalty 11429.561724 = -2845271.821298
  nChanged 38
		SP:Iteration 37Q (31471.310000 sec): 3 clusters
  Score: Raw -2856718.387651 + Penalty 11429.561724 = -2845288.825927
  nChanged 43
		SP:Iteration 38Q (31471.390000 sec): 3 clusters
  Score: Raw -2856741.110035 + Penalty 11429.561724 = -2845311.548311
  nChanged 39
		SP:Iteration 39Q (31471.460000 sec): 3 clusters
  Score: Raw -2856761.533926 + Penalty 11429.561724 = -2845331.972202
  nChanged 50
		SP:Iteration 40F (31471.550000 sec): 3 clusters
  Score: Raw -2856786.918633 + Penalty 11429.561724 = -2845357.356909
  nChanged 48
		SP:Iteration 41Q (31471.630000 sec): 3 clusters
  Score: Raw -2856808.868100 + Penalty 11429.561724 = -2845379.306376
  nChanged 50
		SP:Iteration 42Q (31471.700000 sec): 3 clusters
  Score: Raw -2856840.389073 + Penalty 11429.561724 = -2845410.827349
  nChanged 75
		SP:Iteration 43Q (31471.780000 sec): 3 clusters
  Score: Raw -2856925.186880 + Penalty 11429.561724 = -2845495.625156
  nChanged 90
		SP:Iteration 44Q (31471.860000 sec): 3 clusters
  Score: Raw -2857076.716320 + Penalty 11429.561724 = -2845647.154596
  nChanged 113
		SP:Iteration 45Q (31471.930000 sec): 3 clusters
  Score: Raw -2857245.071279 + Penalty 11429.561724 = -2845815.509555
  nChanged 121
		SP:Iteration 46Q (31472.010000 sec): 3 clusters
  Score: Raw -2857379.569016 + Penalty 11429.561724 = -2845950.007292
  nChanged 118
		SP:Iteration 47Q (31472.090000 sec): 3 clusters
  Score: Raw -2857458.451908 + Penalty 11429.561724 = -2846028.890184
  nChanged 95
		SP:Iteration 48Q (31472.160000 sec): 3 clusters
  Score: Raw -2857497.526166 + Penalty 11429.561724 = -2846067.964442
  nChanged 59
		SP:Iteration 49Q (31472.240000 sec): 3 clusters
  Score: Raw -2857523.635186 + Penalty 11429.561724 = -2846094.073462
  nChanged 40
		SP:Iteration 50Q (31472.310000 sec): 3 clusters
  Score: Raw -2857540.554277 + Penalty 11429.561724 = -2846110.992553
  nChanged 33
		SP:Iteration 51Q (31472.390000 sec): 3 clusters
  Score: Raw -2857552.312524 + Penalty 11429.561724 = -2846122.750800
  nChanged 22
		SP:Iteration 52Q (31472.470000 sec): 3 clusters
  Score: Raw -2857559.811430 + Penalty 11429.561724 = -2846130.249706
  nChanged 25
		SP:Iteration 53Q (31472.550000 sec): 3 clusters
  Score: Raw -2857567.782847 + Penalty 11429.561724 = -2846138.221123
  nChanged 18
		SP:Iteration 54Q (31472.620000 sec): 3 clusters
  Score: Raw -2857573.655955 + Penalty 11429.561724 = -2846144.094230
  nChanged 20
		SP:Iteration 55Q (31472.700000 sec): 3 clusters
  Score: Raw -2857580.106963 + Penalty 11429.561724 = -2846150.545238
  nChanged 14
		SP:Iteration 56Q (31472.770000 sec): 3 clusters
  Score: Raw -2857584.631079 + Penalty 11429.561724 = -2846155.069355
  nChanged 9
		SP:Iteration 57Q (31472.850000 sec): 3 clusters
  Score: Raw -2857587.184425 + Penalty 11429.561724 = -2846157.622700
  nChanged 4
		SP:Iteration 58Q (31472.920000 sec): 3 clusters
  Score: Raw -2857588.528177 + Penalty 11429.561724 = -2846158.966452
  nChanged 0
		SP:Iteration 59F (31473.010000 sec): 3 clusters
  Score: Raw -2857588.528177 + Penalty 11429.561724 = -2846158.966452
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31473.130000 sec): 2 clusters
  Score: Raw -4737927.180630 + Penalty 6000.705941 = -4731926.474689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31473.270000 sec): 3 clusters
  Score: Raw -4728698.194927 + Penalty 12001.411882 = -4716696.783045
  nChanged 7188
		SP:Iteration 1F (31473.410000 sec): 3 clusters
  Score: Raw -4732658.765555 + Penalty 12001.411882 = -4720657.353673
  nChanged 1268
		SP:Iteration 2F (31473.540000 sec): 3 clusters
  Score: Raw -4733412.254263 + Penalty 12001.411882 = -4721410.842381
  nChanged 974
		SP:Iteration 3F (31473.680000 sec): 3 clusters
  Score: Raw -4734128.720358 + Penalty 12001.411882 = -4722127.308476
  nChanged 916
		SP:Iteration 4F (31473.820000 sec): 3 clusters
  Score: Raw -4734865.264367 + Penalty 12001.411882 = -4722863.852485
  nChanged 966
		SP:Iteration 5F (31473.960000 sec): 3 clusters
  Score: Raw -4735699.608169 + Penalty 12001.411882 = -4723698.196287
  nChanged 1020
		SP:Iteration 6F (31474.100000 sec): 3 clusters
  Score: Raw -4736635.274228 + Penalty 12001.411882 = -4724633.862346
  nChanged 1156
		SP:Iteration 7F (31474.230000 sec): 3 clusters
  Score: Raw -4737631.615301 + Penalty 12001.411882 = -4725630.203419
  nChanged 1136
		SP:Iteration 8F (31474.370000 sec): 3 clusters
  Score: Raw -4738607.931928 + Penalty 12001.411882 = -4726606.520046
  nChanged 1068
		SP:Iteration 9F (31474.510000 sec): 3 clusters
  Score: Raw -4739521.432139 + Penalty 12001.411882 = -4727520.020257
  nChanged 906
		SP:Iteration 10F (31474.650000 sec): 3 clusters
  Score: Raw -4740275.396843 + Penalty 12001.411882 = -4728273.984962
  nChanged 708
		SP:Iteration 11Q (31474.780000 sec): 3 clusters
  Score: Raw -4740882.947656 + Penalty 12001.411882 = -4728881.535774
  nChanged 503
		SP:Iteration 12Q (31474.920000 sec): 3 clusters
  Score: Raw -4741339.421020 + Penalty 12001.411882 = -4729338.009138
  nChanged 361
		SP:Iteration 13Q (31475.050000 sec): 3 clusters
  Score: Raw -4741650.950897 + Penalty 12001.411882 = -4729649.539016
  nChanged 253
		SP:Iteration 14Q (31475.180000 sec): 3 clusters
  Score: Raw -4741853.002921 + Penalty 12001.411882 = -4729851.591039
  nChanged 186
		SP:Iteration 15Q (31475.300000 sec): 3 clusters
  Score: Raw -4741981.972785 + Penalty 12001.411882 = -4729980.560904
  nChanged 137
		SP:Iteration 16Q (31475.430000 sec): 3 clusters
  Score: Raw -4742048.935560 + Penalty 12001.411882 = -4730047.523678
  nChanged 85
		SP:Iteration 17Q (31475.550000 sec): 3 clusters
  Score: Raw -4742087.884731 + Penalty 12001.411882 = -4730086.472849
  nChanged 58
		SP:Iteration 18Q (31475.670000 sec): 3 clusters
  Score: Raw -4742112.723921 + Penalty 12001.411882 = -4730111.312039
  nChanged 45
		SP:Iteration 19Q (31475.790000 sec): 3 clusters
  Score: Raw -4742130.817705 + Penalty 12001.411882 = -4730129.405824
  nChanged 33
		SP:Iteration 20F (31475.930000 sec): 3 clusters
  Score: Raw -4742143.544238 + Penalty 12001.411882 = -4730142.132356
  nChanged 27
		SP:Iteration 21Q (31476.050000 sec): 3 clusters
  Score: Raw -4742153.274889 + Penalty 12001.411882 = -4730151.863007
  nChanged 26
		SP:Iteration 22Q (31476.170000 sec): 3 clusters
  Score: Raw -4742163.179503 + Penalty 12001.411882 = -4730161.767621
  nChanged 20
		SP:Iteration 23Q (31476.290000 sec): 3 clusters
  Score: Raw -4742172.048423 + Penalty 12001.411882 = -4730170.636542
  nChanged 20
		SP:Iteration 24Q (31476.410000 sec): 3 clusters
  Score: Raw -4742179.441587 + Penalty 12001.411882 = -4730178.029706
  nChanged 12
		SP:Iteration 25Q (31476.530000 sec): 3 clusters
  Score: Raw -4742182.748122 + Penalty 12001.411882 = -4730181.336240
  nChanged 6
		SP:Iteration 26Q (31476.650000 sec): 3 clusters
  Score: Raw -4742185.316511 + Penalty 12001.411882 = -4730183.904629
  nChanged 3
		SP:Iteration 27Q (31476.760000 sec): 3 clusters
  Score: Raw -4742186.975503 + Penalty 12001.411882 = -4730185.563621
  nChanged 5
		SP:Iteration 28Q (31476.880000 sec): 3 clusters
  Score: Raw -4742189.161851 + Penalty 12001.411882 = -4730187.749969
  nChanged 7
		SP:Iteration 29Q (31477.000000 sec): 3 clusters
  Score: Raw -4742191.067176 + Penalty 12001.411882 = -4730189.655294
  nChanged 8
		SP:Iteration 30Q (31477.120000 sec): 3 clusters
  Score: Raw -4742193.650761 + Penalty 12001.411882 = -4730192.238879
  nChanged 6
		SP:Iteration 31Q (31477.240000 sec): 3 clusters
  Score: Raw -4742195.146579 + Penalty 12001.411882 = -4730193.734697
  nChanged 2
		SP:Iteration 32Q (31477.360000 sec): 3 clusters
  Score: Raw -4742195.941173 + Penalty 12001.411882 = -4730194.529291
  nChanged 4
		SP:Iteration 33Q (31477.480000 sec): 3 clusters
  Score: Raw -4742197.073944 + Penalty 12001.411882 = -4730195.662063
  nChanged 5
		SP:Iteration 34Q (31477.600000 sec): 3 clusters
  Score: Raw -4742198.788191 + Penalty 12001.411882 = -4730197.376310
  nChanged 7
		SP:Iteration 35Q (31477.720000 sec): 3 clusters
  Score: Raw -4742201.446461 + Penalty 12001.411882 = -4730200.034580
  nChanged 10
		SP:Iteration 36Q (31477.830000 sec): 3 clusters
  Score: Raw -4742204.696173 + Penalty 12001.411882 = -4730203.284291
  nChanged 4
		SP:Iteration 37Q (31477.950000 sec): 3 clusters
  Score: Raw -4742205.889252 + Penalty 12001.411882 = -4730204.477371
  nChanged 4
		SP:Iteration 38Q (31478.070000 sec): 3 clusters
  Score: Raw -4742206.848075 + Penalty 12001.411882 = -4730205.436194
  nChanged 3
		SP:Iteration 39Q (31478.190000 sec): 3 clusters
  Score: Raw -4742207.692561 + Penalty 12001.411882 = -4730206.280679
  nChanged 2
		SP:Iteration 40F (31478.320000 sec): 3 clusters
  Score: Raw -4742208.476745 + Penalty 12001.411882 = -4730207.064863
  nChanged 4
		SP:Iteration 41Q (31478.440000 sec): 3 clusters
  Score: Raw -4742209.835619 + Penalty 12001.411882 = -4730208.423737
  nChanged 4
		SP:Iteration 42Q (31478.560000 sec): 3 clusters
  Score: Raw -4742211.488544 + Penalty 12001.411882 = -4730210.076662
  nChanged 5
		SP:Iteration 43Q (31478.680000 sec): 3 clusters
  Score: Raw -4742213.445786 + Penalty 12001.411882 = -4730212.033904
  nChanged 6
		SP:Iteration 44Q (31478.800000 sec): 3 clusters
  Score: Raw -4742214.828208 + Penalty 12001.411882 = -4730213.416326
  nChanged 4
		SP:Iteration 45Q (31478.920000 sec): 3 clusters
  Score: Raw -4742216.377423 + Penalty 12001.411882 = -4730214.965541
  nChanged 5
		SP:Iteration 46Q (31479.030000 sec): 3 clusters
  Score: Raw -4742218.227497 + Penalty 12001.411882 = -4730216.815616
  nChanged 3
		SP:Iteration 47Q (31479.150000 sec): 3 clusters
  Score: Raw -4742219.322707 + Penalty 12001.411882 = -4730217.910825
  nChanged 3
		SP:Iteration 48Q (31479.270000 sec): 3 clusters
  Score: Raw -4742220.628245 + Penalty 12001.411882 = -4730219.216364
  nChanged 0
		SP:Iteration 49F (31479.410000 sec): 3 clusters
  Score: Raw -4742220.628245 + Penalty 12001.411882 = -4730219.216364
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31479.570000 sec): 2 clusters
  Score: Raw -6172637.243275 + Penalty 6153.563975 = -6166483.679300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31479.740000 sec): 3 clusters
  Score: Raw -6160315.995227 + Penalty 12307.127951 = -6148008.867276
  nChanged 9464
		SP:Iteration 1F (31479.920000 sec): 3 clusters
  Score: Raw -6165219.622525 + Penalty 12307.127951 = -6152912.494575
  nChanged 1534
		SP:Iteration 2F (31480.110000 sec): 3 clusters
  Score: Raw -6165955.245065 + Penalty 12307.127951 = -6153648.117115
  nChanged 1117
		SP:Iteration 3Q (31480.290000 sec): 3 clusters
  Score: Raw -6166413.108201 + Penalty 12307.127951 = -6154105.980250
  nChanged 874
		SP:Iteration 4Q (31480.470000 sec): 3 clusters
  Score: Raw -6166773.997490 + Penalty 12307.127951 = -6154466.869540
  nChanged 781
		SP:Iteration 5Q (31480.650000 sec): 3 clusters
  Score: Raw -6167071.381065 + Penalty 12307.127951 = -6154764.253115
  nChanged 709
		SP:Iteration 6Q (31480.830000 sec): 3 clusters
  Score: Raw -6167357.854355 + Penalty 12307.127951 = -6155050.726405
  nChanged 714
		SP:Iteration 7Q (31481.010000 sec): 3 clusters
  Score: Raw -6167654.994079 + Penalty 12307.127951 = -6155347.866128
  nChanged 740
		SP:Iteration 8Q (31481.190000 sec): 3 clusters
  Score: Raw -6167989.017599 + Penalty 12307.127951 = -6155681.889648
  nChanged 780
		SP:Iteration 9Q (31481.360000 sec): 3 clusters
  Score: Raw -6168338.347894 + Penalty 12307.127951 = -6156031.219944
  nChanged 808
		SP:Iteration 10Q (31481.540000 sec): 3 clusters
  Score: Raw -6168725.947501 + Penalty 12307.127951 = -6156418.819550
  nChanged 847
		SP:Iteration 11Q (31481.720000 sec): 3 clusters
  Score: Raw -6169149.851309 + Penalty 12307.127951 = -6156842.723359
  nChanged 844
		SP:Iteration 12Q (31481.900000 sec): 3 clusters
  Score: Raw -6169609.317697 + Penalty 12307.127951 = -6157302.189747
  nChanged 885
		SP:Iteration 13Q (31482.080000 sec): 3 clusters
  Score: Raw -6170111.119664 + Penalty 12307.127951 = -6157803.991713
  nChanged 849
		SP:Iteration 14Q (31482.250000 sec): 3 clusters
  Score: Raw -6170620.788688 + Penalty 12307.127951 = -6158313.660737
  nChanged 854
		SP:Iteration 15Q (31482.430000 sec): 3 clusters
  Score: Raw -6171174.005632 + Penalty 12307.127951 = -6158866.877682
  nChanged 806
		SP:Iteration 16Q (31482.610000 sec): 3 clusters
  Score: Raw -6171690.555428 + Penalty 12307.127951 = -6159383.427477
  nChanged 696
		SP:Iteration 17Q (31482.790000 sec): 3 clusters
  Score: Raw -6172148.723895 + Penalty 12307.127951 = -6159841.595944
  nChanged 569
		SP:Iteration 18Q (31482.960000 sec): 3 clusters
  Score: Raw -6172534.856272 + Penalty 12307.127951 = -6160227.728321
  nChanged 455
		SP:Iteration 19Q (31483.140000 sec): 3 clusters
  Score: Raw -6172854.482591 + Penalty 12307.127951 = -6160547.354641
  nChanged 346
		SP:Iteration 20F (31483.320000 sec): 3 clusters
  Score: Raw -6173095.927772 + Penalty 12307.127951 = -6160788.799822
  nChanged 260
		SP:Iteration 21Q (31483.490000 sec): 3 clusters
  Score: Raw -6173272.087917 + Penalty 12307.127951 = -6160964.959966
  nChanged 191
		SP:Iteration 22Q (31483.660000 sec): 3 clusters
  Score: Raw -6173397.894886 + Penalty 12307.127951 = -6161090.766936
  nChanged 165
		SP:Iteration 23Q (31483.820000 sec): 3 clusters
  Score: Raw -6173493.164723 + Penalty 12307.127951 = -6161186.036773
  nChanged 125
		SP:Iteration 24Q (31483.980000 sec): 3 clusters
  Score: Raw -6173571.177135 + Penalty 12307.127951 = -6161264.049184
  nChanged 106
		SP:Iteration 25Q (31484.140000 sec): 3 clusters
  Score: Raw -6173636.867726 + Penalty 12307.127951 = -6161329.739775
  nChanged 78
		SP:Iteration 26Q (31484.290000 sec): 3 clusters
  Score: Raw -6173684.240512 + Penalty 12307.127951 = -6161377.112561
  nChanged 67
		SP:Iteration 27Q (31484.450000 sec): 3 clusters
  Score: Raw -6173723.596464 + Penalty 12307.127951 = -6161416.468513
  nChanged 46
		SP:Iteration 28Q (31484.600000 sec): 3 clusters
  Score: Raw -6173749.231872 + Penalty 12307.127951 = -6161442.103921
  nChanged 37
		SP:Iteration 29Q (31484.750000 sec): 3 clusters
  Score: Raw -6173768.924834 + Penalty 12307.127951 = -6161461.796884
  nChanged 28
		SP:Iteration 30Q (31484.900000 sec): 3 clusters
  Score: Raw -6173783.338813 + Penalty 12307.127951 = -6161476.210862
  nChanged 21
		SP:Iteration 31Q (31485.050000 sec): 3 clusters
  Score: Raw -6173796.064773 + Penalty 12307.127951 = -6161488.936822
  nChanged 25
		SP:Iteration 32Q (31485.200000 sec): 3 clusters
  Score: Raw -6173808.712043 + Penalty 12307.127951 = -6161501.584092
  nChanged 17
		SP:Iteration 33Q (31485.350000 sec): 3 clusters
  Score: Raw -6173815.773451 + Penalty 12307.127951 = -6161508.645500
  nChanged 7
		SP:Iteration 34Q (31485.490000 sec): 3 clusters
  Score: Raw -6173818.935086 + Penalty 12307.127951 = -6161511.807136
  nChanged 5
		SP:Iteration 35Q (31485.640000 sec): 3 clusters
  Score: Raw -6173822.123619 + Penalty 12307.127951 = -6161514.995669
  nChanged 11
		SP:Iteration 36Q (31485.790000 sec): 3 clusters
  Score: Raw -6173827.959548 + Penalty 12307.127951 = -6161520.831597
  nChanged 10
		SP:Iteration 37Q (31485.940000 sec): 3 clusters
  Score: Raw -6173832.762244 + Penalty 12307.127951 = -6161525.634294
  nChanged 11
		SP:Iteration 38Q (31486.090000 sec): 3 clusters
  Score: Raw -6173838.138087 + Penalty 12307.127951 = -6161531.010136
  nChanged 9
		SP:Iteration 39Q (31486.230000 sec): 3 clusters
  Score: Raw -6173843.009116 + Penalty 12307.127951 = -6161535.881165
  nChanged 9
		SP:Iteration 40F (31486.410000 sec): 3 clusters
  Score: Raw -6173847.058766 + Penalty 12307.127951 = -6161539.930816
  nChanged 6
		SP:Iteration 41Q (31486.560000 sec): 3 clusters
  Score: Raw -6173849.398260 + Penalty 12307.127951 = -6161542.270310
  nChanged 2
		SP:Iteration 42Q (31486.710000 sec): 3 clusters
  Score: Raw -6173849.938290 + Penalty 12307.127951 = -6161542.810339
  nChanged 0
		SP:Iteration 43F (31486.890000 sec): 3 clusters
  Score: Raw -6173849.938290 + Penalty 12307.127951 = -6161542.810339
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31487.030000 sec): 2 clusters
  Score: Raw -5266906.252794 + Penalty 6072.889682 = -5260833.363112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31487.180000 sec): 3 clusters
  Score: Raw -5256289.446916 + Penalty 12145.779364 = -5244143.667551
  nChanged 8226
		SP:Iteration 1F (31487.340000 sec): 3 clusters
  Score: Raw -5260683.476265 + Penalty 12145.779364 = -5248537.696901
  nChanged 1389
		SP:Iteration 2F (31487.490000 sec): 3 clusters
  Score: Raw -5261361.188273 + Penalty 12145.779364 = -5249215.408909
  nChanged 1008
		SP:Iteration 3Q (31487.650000 sec): 3 clusters
  Score: Raw -5261870.557156 + Penalty 12145.779364 = -5249724.777791
  nChanged 857
		SP:Iteration 4Q (31487.810000 sec): 3 clusters
  Score: Raw -5262272.151216 + Penalty 12145.779364 = -5250126.371852
  nChanged 704
		SP:Iteration 5Q (31487.960000 sec): 3 clusters
  Score: Raw -5262593.229410 + Penalty 12145.779364 = -5250447.450046
  nChanged 603
		SP:Iteration 6Q (31488.120000 sec): 3 clusters
  Score: Raw -5262843.831934 + Penalty 12145.779364 = -5250698.052570
  nChanged 524
		SP:Iteration 7Q (31488.270000 sec): 3 clusters
  Score: Raw -5263040.842283 + Penalty 12145.779364 = -5250895.062918
  nChanged 497
		SP:Iteration 8Q (31488.430000 sec): 3 clusters
  Score: Raw -5263219.476978 + Penalty 12145.779364 = -5251073.697613
  nChanged 429
		SP:Iteration 9Q (31488.580000 sec): 3 clusters
  Score: Raw -5263377.156296 + Penalty 12145.779364 = -5251231.376932
  nChanged 377
		SP:Iteration 10Q (31488.740000 sec): 3 clusters
  Score: Raw -5263500.416953 + Penalty 12145.779364 = -5251354.637588
  nChanged 336
		SP:Iteration 11Q (31488.890000 sec): 3 clusters
  Score: Raw -5263607.261737 + Penalty 12145.779364 = -5251461.482373
  nChanged 304
		SP:Iteration 12Q (31489.050000 sec): 3 clusters
  Score: Raw -5263710.462884 + Penalty 12145.779364 = -5251564.683519
  nChanged 308
		SP:Iteration 13Q (31489.200000 sec): 3 clusters
  Score: Raw -5263806.375999 + Penalty 12145.779364 = -5251660.596634
  nChanged 290
		SP:Iteration 14Q (31489.360000 sec): 3 clusters
  Score: Raw -5263898.524104 + Penalty 12145.779364 = -5251752.744740
  nChanged 289
		SP:Iteration 15Q (31489.510000 sec): 3 clusters
  Score: Raw -5263990.310063 + Penalty 12145.779364 = -5251844.530698
  nChanged 284
		SP:Iteration 16Q (31489.670000 sec): 3 clusters
  Score: Raw -5264086.210728 + Penalty 12145.779364 = -5251940.431363
  nChanged 294
		SP:Iteration 17Q (31489.820000 sec): 3 clusters
  Score: Raw -5264186.372260 + Penalty 12145.779364 = -5252040.592896
  nChanged 272
		SP:Iteration 18Q (31489.970000 sec): 3 clusters
  Score: Raw -5264269.042595 + Penalty 12145.779364 = -5252123.263231
  nChanged 224
		SP:Iteration 19Q (31490.130000 sec): 3 clusters
  Score: Raw -5264330.843196 + Penalty 12145.779364 = -5252185.063832
  nChanged 221
		SP:Iteration 20F (31490.280000 sec): 3 clusters
  Score: Raw -5264391.451072 + Penalty 12145.779364 = -5252245.671708
  nChanged 211
		SP:Iteration 21Q (31490.440000 sec): 3 clusters
  Score: Raw -5264446.151222 + Penalty 12145.779364 = -5252300.371858
  nChanged 195
		SP:Iteration 22Q (31490.590000 sec): 3 clusters
  Score: Raw -5264495.758506 + Penalty 12145.779364 = -5252349.979142
  nChanged 162
		SP:Iteration 23Q (31490.750000 sec): 3 clusters
  Score: Raw -5264535.897300 + Penalty 12145.779364 = -5252390.117935
  nChanged 162
		SP:Iteration 24Q (31490.900000 sec): 3 clusters
  Score: Raw -5264578.020000 + Penalty 12145.779364 = -5252432.240636
  nChanged 155
		SP:Iteration 25Q (31491.050000 sec): 3 clusters
  Score: Raw -5264610.175744 + Penalty 12145.779364 = -5252464.396380
  nChanged 121
		SP:Iteration 26Q (31491.210000 sec): 3 clusters
  Score: Raw -5264635.095060 + Penalty 12145.779364 = -5252489.315696
  nChanged 94
		SP:Iteration 27Q (31491.360000 sec): 3 clusters
  Score: Raw -5264654.795095 + Penalty 12145.779364 = -5252509.015730
  nChanged 79
		SP:Iteration 28Q (31491.510000 sec): 3 clusters
  Score: Raw -5264670.110531 + Penalty 12145.779364 = -5252524.331167
  nChanged 89
		SP:Iteration 29Q (31491.670000 sec): 3 clusters
  Score: Raw -5264689.009104 + Penalty 12145.779364 = -5252543.229740
  nChanged 88
		SP:Iteration 30Q (31491.820000 sec): 3 clusters
  Score: Raw -5264709.581262 + Penalty 12145.779364 = -5252563.801898
  nChanged 88
		SP:Iteration 31Q (31491.970000 sec): 3 clusters
  Score: Raw -5264730.230752 + Penalty 12145.779364 = -5252584.451387
  nChanged 92
		SP:Iteration 32Q (31492.130000 sec): 3 clusters
  Score: Raw -5264748.216969 + Penalty 12145.779364 = -5252602.437604
  nChanged 73
		SP:Iteration 33Q (31492.280000 sec): 3 clusters
  Score: Raw -5264764.360126 + Penalty 12145.779364 = -5252618.580761
  nChanged 75
		SP:Iteration 34Q (31492.430000 sec): 3 clusters
  Score: Raw -5264778.257398 + Penalty 12145.779364 = -5252632.478034
  nChanged 75
		SP:Iteration 35Q (31492.590000 sec): 3 clusters
  Score: Raw -5264792.833403 + Penalty 12145.779364 = -5252647.054039
  nChanged 70
		SP:Iteration 36Q (31492.740000 sec): 3 clusters
  Score: Raw -5264805.573995 + Penalty 12145.779364 = -5252659.794631
  nChanged 41
		SP:Iteration 37Q (31492.890000 sec): 3 clusters
  Score: Raw -5264812.992420 + Penalty 12145.779364 = -5252667.213055
  nChanged 51
		SP:Iteration 38Q (31493.040000 sec): 3 clusters
  Score: Raw -5264821.572990 + Penalty 12145.779364 = -5252675.793625
  nChanged 40
		SP:Iteration 39Q (31493.200000 sec): 3 clusters
  Score: Raw -5264828.039559 + Penalty 12145.779364 = -5252682.260195
  nChanged 32
		SP:Iteration 40F (31493.350000 sec): 3 clusters
  Score: Raw -5264833.908337 + Penalty 12145.779364 = -5252688.128972
  nChanged 34
		SP:Iteration 41Q (31493.500000 sec): 3 clusters
  Score: Raw -5264840.140121 + Penalty 12145.779364 = -5252694.360757
  nChanged 33
		SP:Iteration 42Q (31493.650000 sec): 3 clusters
  Score: Raw -5264845.811410 + Penalty 12145.779364 = -5252700.032045
  nChanged 37
		SP:Iteration 43Q (31493.810000 sec): 3 clusters
  Score: Raw -5264851.984020 + Penalty 12145.779364 = -5252706.204656
  nChanged 33
		SP:Iteration 44Q (31493.960000 sec): 3 clusters
  Score: Raw -5264857.790663 + Penalty 12145.779364 = -5252712.011298
  nChanged 29
		SP:Iteration 45Q (31494.110000 sec): 3 clusters
  Score: Raw -5264862.957200 + Penalty 12145.779364 = -5252717.177836
  nChanged 39
		SP:Iteration 46Q (31494.270000 sec): 3 clusters
  Score: Raw -5264869.305372 + Penalty 12145.779364 = -5252723.526007
  nChanged 41
		SP:Iteration 47Q (31494.420000 sec): 3 clusters
  Score: Raw -5264876.869797 + Penalty 12145.779364 = -5252731.090433
  nChanged 49
		SP:Iteration 48Q (31494.570000 sec): 3 clusters
  Score: Raw -5264884.589901 + Penalty 12145.779364 = -5252738.810536
  nChanged 44
		SP:Iteration 49Q (31494.730000 sec): 3 clusters
  Score: Raw -5264892.555698 + Penalty 12145.779364 = -5252746.776334
  nChanged 46
		SP:Iteration 50Q (31494.880000 sec): 3 clusters
  Score: Raw -5264900.583727 + Penalty 12145.779364 = -5252754.804363
  nChanged 38
		SP:Iteration 51Q (31495.030000 sec): 3 clusters
  Score: Raw -5264906.860563 + Penalty 12145.779364 = -5252761.081198
  nChanged 38
		SP:Iteration 52Q (31495.190000 sec): 3 clusters
  Score: Raw -5264913.179254 + Penalty 12145.779364 = -5252767.399889
  nChanged 35
		SP:Iteration 53Q (31495.340000 sec): 3 clusters
  Score: Raw -5264918.601336 + Penalty 12145.779364 = -5252772.821972
  nChanged 36
		SP:Iteration 54Q (31495.500000 sec): 3 clusters
  Score: Raw -5264924.703603 + Penalty 12145.779364 = -5252778.924238
  nChanged 32
		SP:Iteration 55Q (31495.650000 sec): 3 clusters
  Score: Raw -5264930.156954 + Penalty 12145.779364 = -5252784.377590
  nChanged 26
		SP:Iteration 56Q (31495.810000 sec): 3 clusters
  Score: Raw -5264934.273199 + Penalty 12145.779364 = -5252788.493834
  nChanged 29
		SP:Iteration 57Q (31495.960000 sec): 3 clusters
  Score: Raw -5264940.137794 + Penalty 12145.779364 = -5252794.358430
  nChanged 39
		SP:Iteration 58Q (31496.110000 sec): 3 clusters
  Score: Raw -5264947.193140 + Penalty 12145.779364 = -5252801.413776
  nChanged 36
		SP:Iteration 59Q (31496.270000 sec): 3 clusters
  Score: Raw -5264953.158804 + Penalty 12145.779364 = -5252807.379440
  nChanged 34
		SP:Iteration 60F (31496.420000 sec): 3 clusters
  Score: Raw -5264958.682736 + Penalty 12145.779364 = -5252812.903372
  nChanged 32
		SP:Iteration 61Q (31496.570000 sec): 3 clusters
  Score: Raw -5264964.218245 + Penalty 12145.779364 = -5252818.438881
  nChanged 33
		SP:Iteration 62Q (31496.730000 sec): 3 clusters
  Score: Raw -5264969.407388 + Penalty 12145.779364 = -5252823.628023
  nChanged 37
		SP:Iteration 63Q (31496.880000 sec): 3 clusters
  Score: Raw -5264975.591189 + Penalty 12145.779364 = -5252829.811824
  nChanged 33
		SP:Iteration 64Q (31497.030000 sec): 3 clusters
  Score: Raw -5264982.375377 + Penalty 12145.779364 = -5252836.596013
  nChanged 42
		SP:Iteration 65Q (31497.180000 sec): 3 clusters
  Score: Raw -5264990.085620 + Penalty 12145.779364 = -5252844.306256
  nChanged 41
		SP:Iteration 66Q (31497.330000 sec): 3 clusters
  Score: Raw -5264998.263228 + Penalty 12145.779364 = -5252852.483864
  nChanged 43
		SP:Iteration 67Q (31497.490000 sec): 3 clusters
  Score: Raw -5265007.190965 + Penalty 12145.779364 = -5252861.411600
  nChanged 58
		SP:Iteration 68Q (31497.640000 sec): 3 clusters
  Score: Raw -5265019.157084 + Penalty 12145.779364 = -5252873.377720
  nChanged 52
		SP:Iteration 69Q (31497.790000 sec): 3 clusters
  Score: Raw -5265030.274271 + Penalty 12145.779364 = -5252884.494906
  nChanged 68
		SP:Iteration 70Q (31497.940000 sec): 3 clusters
  Score: Raw -5265043.190400 + Penalty 12145.779364 = -5252897.411035
  nChanged 67
		SP:Iteration 71Q (31498.100000 sec): 3 clusters
  Score: Raw -5265057.587120 + Penalty 12145.779364 = -5252911.807756
  nChanged 70
		SP:Iteration 72Q (31498.250000 sec): 3 clusters
  Score: Raw -5265072.784509 + Penalty 12145.779364 = -5252927.005145
  nChanged 72
		SP:Iteration 73Q (31498.400000 sec): 3 clusters
  Score: Raw -5265088.706105 + Penalty 12145.779364 = -5252942.926741
  nChanged 70
		SP:Iteration 74Q (31498.550000 sec): 3 clusters
  Score: Raw -5265103.971001 + Penalty 12145.779364 = -5252958.191636
  nChanged 72
		SP:Iteration 75Q (31498.710000 sec): 3 clusters
  Score: Raw -5265119.829131 + Penalty 12145.779364 = -5252974.049766
  nChanged 95
		SP:Iteration 76Q (31498.860000 sec): 3 clusters
  Score: Raw -5265142.588243 + Penalty 12145.779364 = -5252996.808878
  nChanged 117
		SP:Iteration 77Q (31499.010000 sec): 3 clusters
  Score: Raw -5265170.887920 + Penalty 12145.779364 = -5253025.108556
  nChanged 122
		SP:Iteration 78Q (31499.160000 sec): 3 clusters
  Score: Raw -5265202.484169 + Penalty 12145.779364 = -5253056.704805
  nChanged 142
		SP:Iteration 79Q (31499.310000 sec): 3 clusters
  Score: Raw -5265239.378351 + Penalty 12145.779364 = -5253093.598987
  nChanged 171
		SP:Iteration 80F (31499.470000 sec): 3 clusters
  Score: Raw -5265283.500204 + Penalty 12145.779364 = -5253137.720839
  nChanged 157
		SP:Iteration 81Q (31499.620000 sec): 3 clusters
  Score: Raw -5265323.308039 + Penalty 12145.779364 = -5253177.528675
  nChanged 149
		SP:Iteration 82Q (31499.770000 sec): 3 clusters
  Score: Raw -5265360.872277 + Penalty 12145.779364 = -5253215.092913
  nChanged 155
		SP:Iteration 83Q (31499.920000 sec): 3 clusters
  Score: Raw -5265400.933754 + Penalty 12145.779364 = -5253255.154390
  nChanged 158
		SP:Iteration 84Q (31500.070000 sec): 3 clusters
  Score: Raw -5265448.228950 + Penalty 12145.779364 = -5253302.449586
  nChanged 176
		SP:Iteration 85Q (31500.220000 sec): 3 clusters
  Score: Raw -5265503.020636 + Penalty 12145.779364 = -5253357.241271
  nChanged 207
		SP:Iteration 86Q (31500.370000 sec): 3 clusters
  Score: Raw -5265568.297847 + Penalty 12145.779364 = -5253422.518483
  nChanged 237
		SP:Iteration 87Q (31500.520000 sec): 3 clusters
  Score: Raw -5265646.940685 + Penalty 12145.779364 = -5253501.161321
  nChanged 257
		SP:Iteration 88Q (31500.670000 sec): 3 clusters
  Score: Raw -5265741.075637 + Penalty 12145.779364 = -5253595.296272
  nChanged 260
		SP:Iteration 89Q (31500.820000 sec): 3 clusters
  Score: Raw -5265843.107596 + Penalty 12145.779364 = -5253697.328232
  nChanged 277
		SP:Iteration 90Q (31500.970000 sec): 3 clusters
  Score: Raw -5265949.538607 + Penalty 12145.779364 = -5253803.759243
  nChanged 284
		SP:Iteration 91Q (31501.120000 sec): 3 clusters
  Score: Raw -5266075.377149 + Penalty 12145.779364 = -5253929.597784
  nChanged 295
		SP:Iteration 92Q (31501.260000 sec): 3 clusters
  Score: Raw -5266204.649022 + Penalty 12145.779364 = -5254058.869658
  nChanged 313
		SP:Iteration 93Q (31501.410000 sec): 3 clusters
  Score: Raw -5266347.558581 + Penalty 12145.779364 = -5254201.779217
  nChanged 293
		SP:Iteration 94Q (31501.550000 sec): 3 clusters
  Score: Raw -5266489.449379 + Penalty 12145.779364 = -5254343.670014
  nChanged 300
		SP:Iteration 95Q (31501.690000 sec): 3 clusters
  Score: Raw -5266653.619640 + Penalty 12145.779364 = -5254507.840276
  nChanged 297
		SP:Iteration 96Q (31501.840000 sec): 3 clusters
  Score: Raw -5266813.339296 + Penalty 12145.779364 = -5254667.559931
  nChanged 286
		SP:Iteration 97Q (31501.980000 sec): 3 clusters
  Score: Raw -5266966.565099 + Penalty 12145.779364 = -5254820.785735
  nChanged 265
		SP:Iteration 98Q (31502.110000 sec): 3 clusters
  Score: Raw -5267115.824632 + Penalty 12145.779364 = -5254970.045268
  nChanged 240
		SP:Iteration 99Q (31502.250000 sec): 3 clusters
  Score: Raw -5267265.847462 + Penalty 12145.779364 = -5255120.068097
  nChanged 221
		SP:Iteration 100F (31502.410000 sec): 3 clusters
  Score: Raw -5267407.632575 + Penalty 12145.779364 = -5255261.853210
  nChanged 217
		SP:Iteration 101Q (31502.540000 sec): 3 clusters
  Score: Raw -5267544.165485 + Penalty 12145.779364 = -5255398.386121
  nChanged 179
		SP:Iteration 102Q (31502.670000 sec): 3 clusters
  Score: Raw -5267656.677225 + Penalty 12145.779364 = -5255510.897861
  nChanged 129
		SP:Iteration 103Q (31502.800000 sec): 3 clusters
  Score: Raw -5267733.984850 + Penalty 12145.779364 = -5255588.205485
  nChanged 123
		SP:Iteration 104Q (31502.920000 sec): 3 clusters
  Score: Raw -5267810.988965 + Penalty 12145.779364 = -5255665.209600
  nChanged 111
		SP:Iteration 105Q (31503.050000 sec): 3 clusters
  Score: Raw -5267875.008902 + Penalty 12145.779364 = -5255729.229538
  nChanged 76
		SP:Iteration 106Q (31503.170000 sec): 3 clusters
  Score: Raw -5267920.124454 + Penalty 12145.779364 = -5255774.345090
  nChanged 82
		SP:Iteration 107Q (31503.290000 sec): 3 clusters
  Score: Raw -5267975.204184 + Penalty 12145.779364 = -5255829.424820
  nChanged 72
		SP:Iteration 108Q (31503.410000 sec): 3 clusters
  Score: Raw -5268020.486693 + Penalty 12145.779364 = -5255874.707328
  nChanged 74
		SP:Iteration 109Q (31503.530000 sec): 3 clusters
  Score: Raw -5268069.661260 + Penalty 12145.779364 = -5255923.881895
  nChanged 54
		SP:Iteration 110Q (31503.650000 sec): 3 clusters
  Score: Raw -5268104.756183 + Penalty 12145.779364 = -5255958.976819
  nChanged 55
		SP:Iteration 111Q (31503.770000 sec): 3 clusters
  Score: Raw -5268139.125879 + Penalty 12145.779364 = -5255993.346514
  nChanged 50
		SP:Iteration 112Q (31503.890000 sec): 3 clusters
  Score: Raw -5268165.300398 + Penalty 12145.779364 = -5256019.521033
  nChanged 29
		SP:Iteration 113Q (31504.010000 sec): 3 clusters
  Score: Raw -5268180.874924 + Penalty 12145.779364 = -5256035.095560
  nChanged 23
		SP:Iteration 114Q (31504.120000 sec): 3 clusters
  Score: Raw -5268192.921272 + Penalty 12145.779364 = -5256047.141907
  nChanged 18
		SP:Iteration 115Q (31504.240000 sec): 3 clusters
  Score: Raw -5268203.351372 + Penalty 12145.779364 = -5256057.572007
  nChanged 21
		SP:Iteration 116Q (31504.350000 sec): 3 clusters
  Score: Raw -5268215.558123 + Penalty 12145.779364 = -5256069.778758
  nChanged 19
		SP:Iteration 117Q (31504.470000 sec): 3 clusters
  Score: Raw -5268227.135252 + Penalty 12145.779364 = -5256081.355887
  nChanged 14
		SP:Iteration 118Q (31504.590000 sec): 3 clusters
  Score: Raw -5268236.563689 + Penalty 12145.779364 = -5256090.784324
  nChanged 18
		SP:Iteration 119Q (31504.700000 sec): 3 clusters
  Score: Raw -5268245.839204 + Penalty 12145.779364 = -5256100.059840
  nChanged 12
		SP:Iteration 120F (31504.860000 sec): 3 clusters
  Score: Raw -5268252.223009 + Penalty 12145.779364 = -5256106.443645
  nChanged 9
		SP:Iteration 121Q (31504.970000 sec): 3 clusters
  Score: Raw -5268257.690413 + Penalty 12145.779364 = -5256111.911049
  nChanged 8
		SP:Iteration 122Q (31505.090000 sec): 3 clusters
  Score: Raw -5268261.195212 + Penalty 12145.779364 = -5256115.415848
  nChanged 10
		SP:Iteration 123Q (31505.210000 sec): 3 clusters
  Score: Raw -5268265.719652 + Penalty 12145.779364 = -5256119.940287
  nChanged 5
		SP:Iteration 124Q (31505.320000 sec): 3 clusters
  Score: Raw -5268268.995736 + Penalty 12145.779364 = -5256123.216372
  nChanged 5
		SP:Iteration 125Q (31505.430000 sec): 3 clusters
  Score: Raw -5268272.121966 + Penalty 12145.779364 = -5256126.342602
  nChanged 5
		SP:Iteration 126Q (31505.550000 sec): 3 clusters
  Score: Raw -5268274.302855 + Penalty 12145.779364 = -5256128.523490
  nChanged 6
		SP:Iteration 127Q (31505.670000 sec): 3 clusters
  Score: Raw -5268277.295063 + Penalty 12145.779364 = -5256131.515698
  nChanged 4
		SP:Iteration 128Q (31505.780000 sec): 3 clusters
  Score: Raw -5268278.729852 + Penalty 12145.779364 = -5256132.950487
  nChanged 2
		SP:Iteration 129Q (31505.890000 sec): 3 clusters
  Score: Raw -5268279.686125 + Penalty 12145.779364 = -5256133.906761
  nChanged 1
		SP:Iteration 130Q (31506.010000 sec): 3 clusters
  Score: Raw -5268280.119434 + Penalty 12145.779364 = -5256134.340070
  nChanged 0
		SP:Iteration 131F (31506.170000 sec): 3 clusters
  Score: Raw -5268280.119434 + Penalty 12145.779364 = -5256134.340070
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31506.180000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31506.190000 sec): 3 clusters
  Score: Raw -66748.892845 + Penalty 6825.888689 = -59923.004155
  nChanged 6
		SP:Iteration 1Q (31506.190000 sec): 3 clusters
  Score: Raw -66807.332248 + Penalty 6825.888689 = -59981.443558
  nChanged 2
		SP:Iteration 2Q (31506.190000 sec): 3 clusters
  Score: Raw -66824.932038 + Penalty 6825.888689 = -59999.043348
  nChanged 0
		SP:Iteration 3F (31506.190000 sec): 3 clusters
  Score: Raw -66824.932038 + Penalty 6825.888689 = -59999.043348
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (22594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31506.350000 sec): 2 clusters
  Score: Raw -5984584.510251 + Penalty 6140.581794 = -5978443.928458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31506.530000 sec): 3 clusters
  Score: Raw -5972447.662207 + Penalty 12281.163588 = -5960166.498619
  nChanged 9434
		SP:Iteration 1F (31506.700000 sec): 3 clusters
  Score: Raw -5977455.502058 + Penalty 12281.163588 = -5965174.338470
  nChanged 1460
		SP:Iteration 2F (31506.870000 sec): 3 clusters
  Score: Raw -5978109.544159 + Penalty 12281.163588 = -5965828.380572
  nChanged 1113
		SP:Iteration 3Q (31507.040000 sec): 3 clusters
  Score: Raw -5978614.976293 + Penalty 12281.163588 = -5966333.812706
  nChanged 984
		SP:Iteration 4Q (31507.220000 sec): 3 clusters
  Score: Raw -5979062.991893 + Penalty 12281.163588 = -5966781.828305
  nChanged 918
		SP:Iteration 5Q (31507.390000 sec): 3 clusters
  Score: Raw -5979507.341991 + Penalty 12281.163588 = -5967226.178404
  nChanged 909
		SP:Iteration 6Q (31507.560000 sec): 3 clusters
  Score: Raw -5979984.200976 + Penalty 12281.163588 = -5967703.037388
  nChanged 996
		SP:Iteration 7Q (31507.730000 sec): 3 clusters
  Score: Raw -5980584.093239 + Penalty 12281.163588 = -5968302.929652
  nChanged 1118
		SP:Iteration 8Q (31507.910000 sec): 3 clusters
  Score: Raw -5981343.129345 + Penalty 12281.163588 = -5969061.965757
  nChanged 1136
		SP:Iteration 9F (31508.080000 sec): 3 clusters
  Score: Raw -5982187.715004 + Penalty 12281.163588 = -5969906.551416
  nChanged 1066
		SP:Iteration 10Q (31508.250000 sec): 3 clusters
  Score: Raw -5983012.513408 + Penalty 12281.163588 = -5970731.349821
  nChanged 976
		SP:Iteration 11Q (31508.420000 sec): 3 clusters
  Score: Raw -5983773.307117 + Penalty 12281.163588 = -5971492.143530
  nChanged 755
		SP:Iteration 12Q (31508.590000 sec): 3 clusters
  Score: Raw -5984378.115265 + Penalty 12281.163588 = -5972096.951678
  nChanged 575
		SP:Iteration 13Q (31508.760000 sec): 3 clusters
  Score: Raw -5984816.427826 + Penalty 12281.163588 = -5972535.264238
  nChanged 427
		SP:Iteration 14Q (31508.930000 sec): 3 clusters
  Score: Raw -5985137.592199 + Penalty 12281.163588 = -5972856.428611
  nChanged 311
		SP:Iteration 15Q (31509.090000 sec): 3 clusters
  Score: Raw -5985363.218400 + Penalty 12281.163588 = -5973082.054813
  nChanged 243
		SP:Iteration 16Q (31509.250000 sec): 3 clusters
  Score: Raw -5985522.456668 + Penalty 12281.163588 = -5973241.293081
  nChanged 176
		SP:Iteration 17Q (31509.400000 sec): 3 clusters
  Score: Raw -5985626.099490 + Penalty 12281.163588 = -5973344.935903
  nChanged 115
		SP:Iteration 18Q (31509.550000 sec): 3 clusters
  Score: Raw -5985690.383298 + Penalty 12281.163588 = -5973409.219710
  nChanged 89
		SP:Iteration 19Q (31509.700000 sec): 3 clusters
  Score: Raw -5985735.351427 + Penalty 12281.163588 = -5973454.187839
  nChanged 59
		SP:Iteration 20F (31509.880000 sec): 3 clusters
  Score: Raw -5985765.048947 + Penalty 12281.163588 = -5973483.885359
  nChanged 48
		SP:Iteration 21Q (31510.030000 sec): 3 clusters
  Score: Raw -5985787.240994 + Penalty 12281.163588 = -5973506.077406
  nChanged 34
		SP:Iteration 22Q (31510.170000 sec): 3 clusters
  Score: Raw -5985805.317093 + Penalty 12281.163588 = -5973524.153506
  nChanged 29
		SP:Iteration 23Q (31510.320000 sec): 3 clusters
  Score: Raw -5985819.278965 + Penalty 12281.163588 = -5973538.115377
  nChanged 28
		SP:Iteration 24Q (31510.470000 sec): 3 clusters
  Score: Raw -5985830.740914 + Penalty 12281.163588 = -5973549.577327
  nChanged 28
		SP:Iteration 25Q (31510.620000 sec): 3 clusters
  Score: Raw -5985843.201333 + Penalty 12281.163588 = -5973562.037746
  nChanged 18
		SP:Iteration 26Q (31510.770000 sec): 3 clusters
  Score: Raw -5985851.193908 + Penalty 12281.163588 = -5973570.030321
  nChanged 15
		SP:Iteration 27Q (31510.910000 sec): 3 clusters
  Score: Raw -5985859.242073 + Penalty 12281.163588 = -5973578.078486
  nChanged 17
		SP:Iteration 28Q (31511.060000 sec): 3 clusters
  Score: Raw -5985868.118566 + Penalty 12281.163588 = -5973586.954978
  nChanged 10
		SP:Iteration 29Q (31511.210000 sec): 3 clusters
  Score: Raw -5985871.818565 + Penalty 12281.163588 = -5973590.654978
  nChanged 4
		SP:Iteration 30Q (31511.350000 sec): 3 clusters
  Score: Raw -5985873.622252 + Penalty 12281.163588 = -5973592.458665
  nChanged 6
		SP:Iteration 31Q (31511.500000 sec): 3 clusters
  Score: Raw -5985875.960176 + Penalty 12281.163588 = -5973594.796589
  nChanged 5
		SP:Iteration 32Q (31511.650000 sec): 3 clusters
  Score: Raw -5985877.835631 + Penalty 12281.163588 = -5973596.672044
  nChanged 5
		SP:Iteration 33Q (31511.790000 sec): 3 clusters
  Score: Raw -5985879.611155 + Penalty 12281.163588 = -5973598.447568
  nChanged 4
		SP:Iteration 34Q (31511.940000 sec): 3 clusters
  Score: Raw -5985881.829343 + Penalty 12281.163588 = -5973600.665755
  nChanged 7
		SP:Iteration 35Q (31512.080000 sec): 3 clusters
  Score: Raw -5985884.096557 + Penalty 12281.163588 = -5973602.932970
  nChanged 5
		SP:Iteration 36Q (31512.230000 sec): 3 clusters
  Score: Raw -5985886.353918 + Penalty 12281.163588 = -5973605.190330
  nChanged 3
		SP:Iteration 37Q (31512.380000 sec): 3 clusters
  Score: Raw -5985887.469109 + Penalty 12281.163588 = -5973606.305521
  nChanged 5
		SP:Iteration 38Q (31512.520000 sec): 3 clusters
  Score: Raw -5985889.179264 + Penalty 12281.163588 = -5973608.015677
  nChanged 2
		SP:Iteration 39Q (31512.670000 sec): 3 clusters
  Score: Raw -5985889.483473 + Penalty 12281.163588 = -5973608.319886
  nChanged 1
		SP:Iteration 40F (31512.840000 sec): 3 clusters
  Score: Raw -5985890.117783 + Penalty 12281.163588 = -5973608.954196
  nChanged 2
		SP:Iteration 41Q (31512.990000 sec): 3 clusters
  Score: Raw -5985891.622556 + Penalty 12281.163588 = -5973610.458968
  nChanged 4
		SP:Iteration 42Q (31513.130000 sec): 3 clusters
  Score: Raw -5985893.271368 + Penalty 12281.163588 = -5973612.107780
  nChanged 2
		SP:Iteration 43Q (31513.280000 sec): 3 clusters
  Score: Raw -5985894.328122 + Penalty 12281.163588 = -5973613.164535
  nChanged 4
		SP:Iteration 44Q (31513.430000 sec): 3 clusters
  Score: Raw -5985895.528439 + Penalty 12281.163588 = -5973614.364851
  nChanged 2
		SP:Iteration 45Q (31513.570000 sec): 3 clusters
  Score: Raw -5985896.516580 + Penalty 12281.163588 = -5973615.352992
  nChanged 1
		SP:Iteration 46Q (31513.720000 sec): 3 clusters
  Score: Raw -5985896.975288 + Penalty 12281.163588 = -5973615.811701
  nChanged 0
		SP:Iteration 47F (31513.890000 sec): 3 clusters
  Score: Raw -5985896.975288 + Penalty 12281.163588 = -5973615.811701
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (422227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31516.760000 sec): 2 clusters
  Score: Raw -111903068.906605 + Penalty 7933.895247 = -111895135.011357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31520.020000 sec): 3 clusters
  Score: Raw -111627484.469677 + Penalty 15867.790495 = -111611616.679182
  nChanged 202161
		SP:Iteration 1F (31523.290000 sec): 3 clusters
  Score: Raw -111744641.942047 + Penalty 15867.790495 = -111728774.151552
  nChanged 9721
		SP:Iteration 2Q (31526.570000 sec): 3 clusters
  Score: Raw -111746109.212388 + Penalty 15867.790495 = -111730241.421893
  nChanged 9417
		SP:Iteration 3Q (31529.860000 sec): 3 clusters
  Score: Raw -111747543.474453 + Penalty 15867.790495 = -111731675.683958
  nChanged 9286
		SP:Iteration 4Q (31533.140000 sec): 3 clusters
  Score: Raw -111748996.256988 + Penalty 15867.790495 = -111733128.466493
  nChanged 9260
		SP:Iteration 5Q (31536.420000 sec): 3 clusters
  Score: Raw -111750518.734071 + Penalty 15867.790495 = -111734650.943576
  nChanged 9596
		SP:Iteration 6Q (31539.710000 sec): 3 clusters
  Score: Raw -111752251.711352 + Penalty 15867.790495 = -111736383.920858
  nChanged 10111
		SP:Iteration 7Q (31542.990000 sec): 3 clusters
  Score: Raw -111754401.394895 + Penalty 15867.790495 = -111738533.604400
  nChanged 11352
		SP:Iteration 8Q (31546.260000 sec): 3 clusters
  Score: Raw -111757394.597150 + Penalty 15867.790495 = -111741526.806655
  nChanged 13646
		SP:Iteration 9Q (31549.550000 sec): 3 clusters
  Score: Raw -111762154.062625 + Penalty 15867.790495 = -111746286.272130
  nChanged 18023
		SP:Iteration 10Q (31552.840000 sec): 3 clusters
  Score: Raw -111770636.426549 + Penalty 15867.790495 = -111754768.636054
  nChanged 24571
		SP:Iteration 11F (31556.070000 sec): 3 clusters
  Score: Raw -111785711.163190 + Penalty 15867.790495 = -111769843.372696
  nChanged 32122
		SP:Iteration 12F (31559.330000 sec): 3 clusters
  Score: Raw -111810595.253336 + Penalty 15867.790495 = -111794727.462842
  nChanged 36481
		SP:Iteration 13F (31562.580000 sec): 3 clusters
  Score: Raw -111843366.474310 + Penalty 15867.790495 = -111827498.683816
  nChanged 32013
		SP:Iteration 14F (31565.830000 sec): 3 clusters
  Score: Raw -111873575.106446 + Penalty 15867.790495 = -111857707.315951
  nChanged 19957
		SP:Iteration 15Q (31568.770000 sec): 3 clusters
  Score: Raw -111891886.803698 + Penalty 15867.790495 = -111876019.013204
  nChanged 8799
		SP:Iteration 16Q (31571.400000 sec): 3 clusters
  Score: Raw -111899483.390287 + Penalty 15867.790495 = -111883615.599792
  nChanged 3114
		SP:Iteration 17Q (31573.790000 sec): 3 clusters
  Score: Raw -111902104.436127 + Penalty 15867.790495 = -111886236.645632
  nChanged 1023
		SP:Iteration 18Q (31576.050000 sec): 3 clusters
  Score: Raw -111903043.318520 + Penalty 15867.790495 = -111887175.528025
  nChanged 446
		SP:Iteration 19Q (31578.260000 sec): 3 clusters
  Score: Raw -111903458.870908 + Penalty 15867.790495 = -111887591.080413
  nChanged 211
		SP:Iteration 20F (31581.490000 sec): 3 clusters
  Score: Raw -111903676.537648 + Penalty 15867.790495 = -111887808.747153
  nChanged 124
		SP:Iteration 21Q (31583.660000 sec): 3 clusters
  Score: Raw -111903812.735576 + Penalty 15867.790495 = -111887944.945081
  nChanged 88
		SP:Iteration 22Q (31585.820000 sec): 3 clusters
  Score: Raw -111903900.617330 + Penalty 15867.790495 = -111888032.826835
  nChanged 52
		SP:Iteration 23Q (31587.990000 sec): 3 clusters
  Score: Raw -111903950.465688 + Penalty 15867.790495 = -111888082.675193
  nChanged 29
		SP:Iteration 24Q (31590.150000 sec): 3 clusters
  Score: Raw -111903981.361906 + Penalty 15867.790495 = -111888113.571411
  nChanged 22
		SP:Iteration 25Q (31592.310000 sec): 3 clusters
  Score: Raw -111904005.673236 + Penalty 15867.790495 = -111888137.882741
  nChanged 15
		SP:Iteration 26Q (31594.460000 sec): 3 clusters
  Score: Raw -111904020.966474 + Penalty 15867.790495 = -111888153.175979
  nChanged 12
		SP:Iteration 27Q (31596.620000 sec): 3 clusters
  Score: Raw -111904030.407384 + Penalty 15867.790495 = -111888162.616890
  nChanged 12
		SP:Iteration 28Q (31598.790000 sec): 3 clusters
  Score: Raw -111904044.335219 + Penalty 15867.790495 = -111888176.544724
  nChanged 15
		SP:Iteration 29Q (31600.960000 sec): 3 clusters
  Score: Raw -111904059.606465 + Penalty 15867.790495 = -111888191.815970
  nChanged 14
		SP:Iteration 30Q (31603.120000 sec): 3 clusters
  Score: Raw -111904074.930629 + Penalty 15867.790495 = -111888207.140134
  nChanged 13
		SP:Iteration 31Q (31605.270000 sec): 3 clusters
  Score: Raw -111904086.983503 + Penalty 15867.790495 = -111888219.193009
  nChanged 11
		SP:Iteration 32Q (31607.430000 sec): 3 clusters
  Score: Raw -111904096.063711 + Penalty 15867.790495 = -111888228.273216
  nChanged 6
		SP:Iteration 33Q (31609.580000 sec): 3 clusters
  Score: Raw -111904102.900823 + Penalty 15867.790495 = -111888235.110328
  nChanged 7
		SP:Iteration 34Q (31611.740000 sec): 3 clusters
  Score: Raw -111904109.694254 + Penalty 15867.790495 = -111888241.903759
  nChanged 3
		SP:Iteration 35Q (31613.890000 sec): 3 clusters
  Score: Raw -111904113.128737 + Penalty 15867.790495 = -111888245.338242
  nChanged 1
		SP:Iteration 36Q (31616.040000 sec): 3 clusters
  Score: Raw -111904113.826493 + Penalty 15867.790495 = -111888246.035998
  nChanged 0
		SP:Iteration 37F (31619.270000 sec): 3 clusters
  Score: Raw -111904113.826493 + Penalty 15867.790495 = -111888246.035998
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31619.900000 sec): 2 clusters
  Score: Raw -16166053.061665 + Penalty 6747.049946 = -16159306.011720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31620.360000 sec): 3 clusters
  Score: Raw -16130229.055010 + Penalty 13494.099891 = -16116734.955119
  nChanged 27050
		SP:Iteration 1F (31620.820000 sec): 3 clusters
  Score: Raw -16144722.518767 + Penalty 13494.099891 = -16131228.418875
  nChanged 2938
		SP:Iteration 2Q (31621.290000 sec): 3 clusters
  Score: Raw -16145730.068482 + Penalty 13494.099891 = -16132235.968590
  nChanged 2601
		SP:Iteration 3Q (31621.760000 sec): 3 clusters
  Score: Raw -16146557.869266 + Penalty 13494.099891 = -16133063.769375
  nChanged 2262
		SP:Iteration 4Q (31622.220000 sec): 3 clusters
  Score: Raw -16147270.388143 + Penalty 13494.099891 = -16133776.288251
  nChanged 2111
		SP:Iteration 5Q (31622.680000 sec): 3 clusters
  Score: Raw -16147993.591859 + Penalty 13494.099891 = -16134499.491968
  nChanged 2156
		SP:Iteration 6Q (31623.150000 sec): 3 clusters
  Score: Raw -16148786.658001 + Penalty 13494.099891 = -16135292.558109
  nChanged 2247
		SP:Iteration 7Q (31623.610000 sec): 3 clusters
  Score: Raw -16149714.360369 + Penalty 13494.099891 = -16136220.260477
  nChanged 2519
		SP:Iteration 8Q (31624.080000 sec): 3 clusters
  Score: Raw -16150972.666219 + Penalty 13494.099891 = -16137478.566328
  nChanged 3025
		SP:Iteration 9Q (31624.540000 sec): 3 clusters
  Score: Raw -16152745.203801 + Penalty 13494.099891 = -16139251.103910
  nChanged 3488
		SP:Iteration 10F (31625.000000 sec): 3 clusters
  Score: Raw -16155147.760441 + Penalty 13494.099891 = -16141653.660549
  nChanged 3794
		SP:Iteration 11F (31625.460000 sec): 3 clusters
  Score: Raw -16158114.339432 + Penalty 13494.099891 = -16144620.239540
  nChanged 3625
		SP:Iteration 12F (31625.920000 sec): 3 clusters
  Score: Raw -16161222.050186 + Penalty 13494.099891 = -16147727.950295
  nChanged 2783
		SP:Iteration 13Q (31626.360000 sec): 3 clusters
  Score: Raw -16163667.956167 + Penalty 13494.099891 = -16150173.856275
  nChanged 1761
		SP:Iteration 14Q (31626.790000 sec): 3 clusters
  Score: Raw -16165225.381969 + Penalty 13494.099891 = -16151731.282077
  nChanged 950
		SP:Iteration 15Q (31627.180000 sec): 3 clusters
  Score: Raw -16166044.514819 + Penalty 13494.099891 = -16152550.414928
  nChanged 468
		SP:Iteration 16Q (31627.560000 sec): 3 clusters
  Score: Raw -16166449.444279 + Penalty 13494.099891 = -16152955.344388
  nChanged 266
		SP:Iteration 17Q (31627.910000 sec): 3 clusters
  Score: Raw -16166677.878197 + Penalty 13494.099891 = -16153183.778306
  nChanged 169
		SP:Iteration 18Q (31628.260000 sec): 3 clusters
  Score: Raw -16166820.421680 + Penalty 13494.099891 = -16153326.321789
  nChanged 106
		SP:Iteration 19Q (31628.600000 sec): 3 clusters
  Score: Raw -16166907.585304 + Penalty 13494.099891 = -16153413.485413
  nChanged 58
		SP:Iteration 20F (31629.060000 sec): 3 clusters
  Score: Raw -16166959.333432 + Penalty 13494.099891 = -16153465.233540
  nChanged 33
		SP:Iteration 21Q (31629.390000 sec): 3 clusters
  Score: Raw -16166988.012942 + Penalty 13494.099891 = -16153493.913051
  nChanged 29
		SP:Iteration 22Q (31629.720000 sec): 3 clusters
  Score: Raw -16167009.020816 + Penalty 13494.099891 = -16153514.920924
  nChanged 18
		SP:Iteration 23Q (31630.060000 sec): 3 clusters
  Score: Raw -16167021.865304 + Penalty 13494.099891 = -16153527.765413
  nChanged 18
		SP:Iteration 24Q (31630.390000 sec): 3 clusters
  Score: Raw -16167037.802658 + Penalty 13494.099891 = -16153543.702766
  nChanged 13
		SP:Iteration 25Q (31630.720000 sec): 3 clusters
  Score: Raw -16167049.523181 + Penalty 13494.099891 = -16153555.423290
  nChanged 22
		SP:Iteration 26Q (31631.050000 sec): 3 clusters
  Score: Raw -16167070.560169 + Penalty 13494.099891 = -16153576.460277
  nChanged 12
		SP:Iteration 27Q (31631.380000 sec): 3 clusters
  Score: Raw -16167080.610665 + Penalty 13494.099891 = -16153586.510774
  nChanged 13
		SP:Iteration 28Q (31631.700000 sec): 3 clusters
  Score: Raw -16167088.644093 + Penalty 13494.099891 = -16153594.544202
  nChanged 5
		SP:Iteration 29Q (31632.030000 sec): 3 clusters
  Score: Raw -16167092.302619 + Penalty 13494.099891 = -16153598.202728
  nChanged 6
		SP:Iteration 30Q (31632.360000 sec): 3 clusters
  Score: Raw -16167096.461783 + Penalty 13494.099891 = -16153602.361892
  nChanged 5
		SP:Iteration 31Q (31632.690000 sec): 3 clusters
  Score: Raw -16167099.687671 + Penalty 13494.099891 = -16153605.587780
  nChanged 2
		SP:Iteration 32Q (31633.010000 sec): 3 clusters
  Score: Raw -16167101.248591 + Penalty 13494.099891 = -16153607.148700
  nChanged 1
		SP:Iteration 33Q (31633.340000 sec): 3 clusters
  Score: Raw -16167102.223334 + Penalty 13494.099891 = -16153608.123442
  nChanged 1
		SP:Iteration 34Q (31633.670000 sec): 3 clusters
  Score: Raw -16167103.573899 + Penalty 13494.099891 = -16153609.474007
  nChanged 2
		SP:Iteration 35Q (31634.000000 sec): 3 clusters
  Score: Raw -16167104.996727 + Penalty 13494.099891 = -16153610.896836
  nChanged 2
		SP:Iteration 36Q (31634.320000 sec): 3 clusters
  Score: Raw -16167107.113109 + Penalty 13494.099891 = -16153613.013218
  nChanged 2
		SP:Iteration 37Q (31634.650000 sec): 3 clusters
  Score: Raw -16167108.910019 + Penalty 13494.099891 = -16153614.810128
  nChanged 2
		SP:Iteration 38Q (31634.970000 sec): 3 clusters
  Score: Raw -16167110.585749 + Penalty 13494.099891 = -16153616.485858
  nChanged 4
		SP:Iteration 39Q (31635.300000 sec): 3 clusters
  Score: Raw -16167113.253364 + Penalty 13494.099891 = -16153619.153473
  nChanged 2
		SP:Iteration 40F (31635.760000 sec): 3 clusters
  Score: Raw -16167114.061026 + Penalty 13494.099891 = -16153619.961135
  nChanged 1
		SP:Iteration 41Q (31636.080000 sec): 3 clusters
  Score: Raw -16167115.397307 + Penalty 13494.099891 = -16153621.297416
  nChanged 4
		SP:Iteration 42Q (31636.410000 sec): 3 clusters
  Score: Raw -16167118.117074 + Penalty 13494.099891 = -16153624.017183
  nChanged 2
		SP:Iteration 43Q (31636.740000 sec): 3 clusters
  Score: Raw -16167119.089101 + Penalty 13494.099891 = -16153624.989209
  nChanged 0
		SP:Iteration 44F (31637.190000 sec): 3 clusters
  Score: Raw -16167119.089101 + Penalty 13494.099891 = -16153624.989209
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31637.320000 sec): 2 clusters
  Score: Raw -3994444.178697 + Penalty 5903.329322 = -3988540.849376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31637.440000 sec): 3 clusters
  Score: Raw -3986801.309159 + Penalty 11806.658643 = -3974994.650516
  nChanged 6008
		SP:Iteration 1F (31637.560000 sec): 3 clusters
  Score: Raw -3990207.010308 + Penalty 11806.658643 = -3978400.351665
  nChanged 1204
		SP:Iteration 2F (31637.670000 sec): 3 clusters
  Score: Raw -3991063.122948 + Penalty 11806.658643 = -3979256.464305
  nChanged 1018
		SP:Iteration 3F (31637.790000 sec): 3 clusters
  Score: Raw -3991934.403578 + Penalty 11806.658643 = -3980127.744935
  nChanged 1075
		SP:Iteration 4F (31637.900000 sec): 3 clusters
  Score: Raw -3993061.958719 + Penalty 11806.658643 = -3981255.300076
  nChanged 1131
		SP:Iteration 5F (31638.020000 sec): 3 clusters
  Score: Raw -3994304.431264 + Penalty 11806.658643 = -3982497.772621
  nChanged 1066
		SP:Iteration 6F (31638.140000 sec): 3 clusters
  Score: Raw -3995337.613371 + Penalty 11806.658643 = -3983530.954727
  nChanged 882
		SP:Iteration 7F (31638.250000 sec): 3 clusters
  Score: Raw -3996049.173258 + Penalty 11806.658643 = -3984242.514615
  nChanged 635
		SP:Iteration 8Q (31638.360000 sec): 3 clusters
  Score: Raw -3996506.662918 + Penalty 11806.658643 = -3984700.004275
  nChanged 471
		SP:Iteration 9Q (31638.480000 sec): 3 clusters
  Score: Raw -3996793.366368 + Penalty 11806.658643 = -3984986.707725
  nChanged 310
		SP:Iteration 10Q (31638.590000 sec): 3 clusters
  Score: Raw -3996950.782432 + Penalty 11806.658643 = -3985144.123789
  nChanged 232
		SP:Iteration 11Q (31638.700000 sec): 3 clusters
  Score: Raw -3997057.679537 + Penalty 11806.658643 = -3985251.020894
  nChanged 178
		SP:Iteration 12Q (31638.810000 sec): 3 clusters
  Score: Raw -3997129.552003 + Penalty 11806.658643 = -3985322.893359
  nChanged 125
		SP:Iteration 13Q (31638.920000 sec): 3 clusters
  Score: Raw -3997174.991561 + Penalty 11806.658643 = -3985368.332918
  nChanged 95
		SP:Iteration 14Q (31639.020000 sec): 3 clusters
  Score: Raw -3997203.426734 + Penalty 11806.658643 = -3985396.768091
  nChanged 53
		SP:Iteration 15Q (31639.130000 sec): 3 clusters
  Score: Raw -3997216.923766 + Penalty 11806.658643 = -3985410.265123
  nChanged 32
		SP:Iteration 16Q (31639.240000 sec): 3 clusters
  Score: Raw -3997225.273152 + Penalty 11806.658643 = -3985418.614509
  nChanged 29
		SP:Iteration 17Q (31639.350000 sec): 3 clusters
  Score: Raw -3997231.274545 + Penalty 11806.658643 = -3985424.615902
  nChanged 22
		SP:Iteration 18Q (31639.460000 sec): 3 clusters
  Score: Raw -3997235.540181 + Penalty 11806.658643 = -3985428.881538
  nChanged 18
		SP:Iteration 19Q (31639.560000 sec): 3 clusters
  Score: Raw -3997240.051584 + Penalty 11806.658643 = -3985433.392941
  nChanged 21
		SP:Iteration 20F (31639.680000 sec): 3 clusters
  Score: Raw -3997245.133782 + Penalty 11806.658643 = -3985438.475139
  nChanged 10
		SP:Iteration 21Q (31639.790000 sec): 3 clusters
  Score: Raw -3997247.244586 + Penalty 11806.658643 = -3985440.585943
  nChanged 12
		SP:Iteration 22Q (31639.900000 sec): 3 clusters
  Score: Raw -3997249.988854 + Penalty 11806.658643 = -3985443.330211
  nChanged 12
		SP:Iteration 23Q (31640.010000 sec): 3 clusters
  Score: Raw -3997253.115432 + Penalty 11806.658643 = -3985446.456789
  nChanged 10
		SP:Iteration 24Q (31640.110000 sec): 3 clusters
  Score: Raw -3997255.487719 + Penalty 11806.658643 = -3985448.829076
  nChanged 9
		SP:Iteration 25Q (31640.220000 sec): 3 clusters
  Score: Raw -3997257.601888 + Penalty 11806.658643 = -3985450.943245
  nChanged 9
		SP:Iteration 26Q (31640.330000 sec): 3 clusters
  Score: Raw -3997260.353006 + Penalty 11806.658643 = -3985453.694363
  nChanged 15
		SP:Iteration 27Q (31640.440000 sec): 3 clusters
  Score: Raw -3997264.278382 + Penalty 11806.658643 = -3985457.619738
  nChanged 13
		SP:Iteration 28Q (31640.550000 sec): 3 clusters
  Score: Raw -3997267.508700 + Penalty 11806.658643 = -3985460.850057
  nChanged 9
		SP:Iteration 29Q (31640.650000 sec): 3 clusters
  Score: Raw -3997269.376108 + Penalty 11806.658643 = -3985462.717465
  nChanged 14
		SP:Iteration 30Q (31640.760000 sec): 3 clusters
  Score: Raw -3997272.516566 + Penalty 11806.658643 = -3985465.857923
  nChanged 7
		SP:Iteration 31Q (31640.870000 sec): 3 clusters
  Score: Raw -3997274.169143 + Penalty 11806.658643 = -3985467.510500
  nChanged 5
		SP:Iteration 32Q (31640.980000 sec): 3 clusters
  Score: Raw -3997274.909801 + Penalty 11806.658643 = -3985468.251157
  nChanged 6
		SP:Iteration 33Q (31641.080000 sec): 3 clusters
  Score: Raw -3997275.879968 + Penalty 11806.658643 = -3985469.221325
  nChanged 2
		SP:Iteration 34Q (31641.190000 sec): 3 clusters
  Score: Raw -3997276.485398 + Penalty 11806.658643 = -3985469.826755
  nChanged 2
		SP:Iteration 35Q (31641.300000 sec): 3 clusters
  Score: Raw -3997277.258892 + Penalty 11806.658643 = -3985470.600248
  nChanged 4
		SP:Iteration 36Q (31641.410000 sec): 3 clusters
  Score: Raw -3997277.828107 + Penalty 11806.658643 = -3985471.169463
  nChanged 2
		SP:Iteration 37Q (31641.510000 sec): 3 clusters
  Score: Raw -3997278.187325 + Penalty 11806.658643 = -3985471.528682
  nChanged 2
		SP:Iteration 38Q (31641.620000 sec): 3 clusters
  Score: Raw -3997278.991330 + Penalty 11806.658643 = -3985472.332686
  nChanged 5
		SP:Iteration 39Q (31641.730000 sec): 3 clusters
  Score: Raw -3997280.461960 + Penalty 11806.658643 = -3985473.803316
  nChanged 6
		SP:Iteration 40F (31641.850000 sec): 3 clusters
  Score: Raw -3997281.470449 + Penalty 11806.658643 = -3985474.811806
  nChanged 4
		SP:Iteration 41Q (31641.950000 sec): 3 clusters
  Score: Raw -3997282.256735 + Penalty 11806.658643 = -3985475.598092
  nChanged 2
		SP:Iteration 42Q (31642.060000 sec): 3 clusters
  Score: Raw -3997282.554463 + Penalty 11806.658643 = -3985475.895819
  nChanged 2
		SP:Iteration 43Q (31642.170000 sec): 3 clusters
  Score: Raw -3997282.804263 + Penalty 11806.658643 = -3985476.145620
  nChanged 0
		SP:Iteration 44F (31642.280000 sec): 3 clusters
  Score: Raw -3997282.804263 + Penalty 11806.658643 = -3985476.145620
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31643.750000 sec): 2 clusters
  Score: Raw -57602145.744896 + Penalty 7522.978038 = -57594622.766858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31645.420000 sec): 3 clusters
  Score: Raw -57464753.967919 + Penalty 15045.956077 = -57449708.011843
  nChanged 101529
		SP:Iteration 1F (31647.080000 sec): 3 clusters
  Score: Raw -57523076.628128 + Penalty 15045.956077 = -57508030.672051
  nChanged 7303
		SP:Iteration 2Q (31648.750000 sec): 3 clusters
  Score: Raw -57524826.999339 + Penalty 15045.956077 = -57509781.043263
  nChanged 7138
		SP:Iteration 3Q (31650.430000 sec): 3 clusters
  Score: Raw -57526698.619752 + Penalty 15045.956077 = -57511652.663675
  nChanged 7439
		SP:Iteration 4Q (31652.100000 sec): 3 clusters
  Score: Raw -57528922.798942 + Penalty 15045.956077 = -57513876.842866
  nChanged 7973
		SP:Iteration 5Q (31653.780000 sec): 3 clusters
  Score: Raw -57531836.201197 + Penalty 15045.956077 = -57516790.245120
  nChanged 9105
		SP:Iteration 6Q (31655.460000 sec): 3 clusters
  Score: Raw -57535733.300174 + Penalty 15045.956077 = -57520687.344098
  nChanged 10292
		SP:Iteration 7Q (31657.130000 sec): 3 clusters
  Score: Raw -57541011.467130 + Penalty 15045.956077 = -57525965.511053
  nChanged 12028
		SP:Iteration 8F (31658.790000 sec): 3 clusters
  Score: Raw -57548246.242563 + Penalty 15045.956077 = -57533200.286486
  nChanged 13512
		SP:Iteration 9F (31660.460000 sec): 3 clusters
  Score: Raw -57557406.269827 + Penalty 15045.956077 = -57542360.313751
  nChanged 14284
		SP:Iteration 10F (31662.130000 sec): 3 clusters
  Score: Raw -57567972.027801 + Penalty 15045.956077 = -57552926.071724
  nChanged 13531
		SP:Iteration 11F (31663.790000 sec): 3 clusters
  Score: Raw -57578906.713466 + Penalty 15045.956077 = -57563860.757389
  nChanged 11327
		SP:Iteration 12F (31665.450000 sec): 3 clusters
  Score: Raw -57588366.111570 + Penalty 15045.956077 = -57573320.155493
  nChanged 7762
		SP:Iteration 13Q (31667.000000 sec): 3 clusters
  Score: Raw -57594885.096542 + Penalty 15045.956077 = -57579839.140465
  nChanged 4686
		SP:Iteration 14Q (31668.480000 sec): 3 clusters
  Score: Raw -57598848.244824 + Penalty 15045.956077 = -57583802.288748
  nChanged 2466
		SP:Iteration 15Q (31669.830000 sec): 3 clusters
  Score: Raw -57601012.489216 + Penalty 15045.956077 = -57585966.533140
  nChanged 1320
		SP:Iteration 16Q (31671.100000 sec): 3 clusters
  Score: Raw -57602219.878612 + Penalty 15045.956077 = -57587173.922536
  nChanged 738
		SP:Iteration 17Q (31672.320000 sec): 3 clusters
  Score: Raw -57602838.874304 + Penalty 15045.956077 = -57587792.918228
  nChanged 494
		SP:Iteration 18Q (31673.500000 sec): 3 clusters
  Score: Raw -57603262.133490 + Penalty 15045.956077 = -57588216.177413
  nChanged 352
		SP:Iteration 19Q (31674.660000 sec): 3 clusters
  Score: Raw -57603590.193557 + Penalty 15045.956077 = -57588544.237480
  nChanged 329
		SP:Iteration 20F (31676.310000 sec): 3 clusters
  Score: Raw -57603918.400858 + Penalty 15045.956077 = -57588872.444781
  nChanged 287
		SP:Iteration 21Q (31677.450000 sec): 3 clusters
  Score: Raw -57604180.272881 + Penalty 15045.956077 = -57589134.316805
  nChanged 255
		SP:Iteration 22Q (31678.580000 sec): 3 clusters
  Score: Raw -57604402.240138 + Penalty 15045.956077 = -57589356.284061
  nChanged 220
		SP:Iteration 23Q (31679.710000 sec): 3 clusters
  Score: Raw -57604577.616168 + Penalty 15045.956077 = -57589531.660091
  nChanged 218
		SP:Iteration 24Q (31680.830000 sec): 3 clusters
  Score: Raw -57604735.280626 + Penalty 15045.956077 = -57589689.324549
  nChanged 182
		SP:Iteration 25Q (31681.960000 sec): 3 clusters
  Score: Raw -57604845.327361 + Penalty 15045.956077 = -57589799.371285
  nChanged 155
		SP:Iteration 26Q (31683.080000 sec): 3 clusters
  Score: Raw -57604933.328833 + Penalty 15045.956077 = -57589887.372756
  nChanged 121
		SP:Iteration 27Q (31684.210000 sec): 3 clusters
  Score: Raw -57605005.329478 + Penalty 15045.956077 = -57589959.373401
  nChanged 112
		SP:Iteration 28Q (31685.330000 sec): 3 clusters
  Score: Raw -57605061.529627 + Penalty 15045.956077 = -57590015.573550
  nChanged 103
		SP:Iteration 29Q (31686.450000 sec): 3 clusters
  Score: Raw -57605107.005768 + Penalty 15045.956077 = -57590061.049691
  nChanged 83
		SP:Iteration 30Q (31687.570000 sec): 3 clusters
  Score: Raw -57605142.589453 + Penalty 15045.956077 = -57590096.633377
  nChanged 83
		SP:Iteration 31Q (31688.690000 sec): 3 clusters
  Score: Raw -57605181.592792 + Penalty 15045.956077 = -57590135.636716
  nChanged 87
		SP:Iteration 32Q (31689.800000 sec): 3 clusters
  Score: Raw -57605220.413479 + Penalty 15045.956077 = -57590174.457403
  nChanged 79
		SP:Iteration 33Q (31690.920000 sec): 3 clusters
  Score: Raw -57605251.460665 + Penalty 15045.956077 = -57590205.504588
  nChanged 68
		SP:Iteration 34Q (31692.050000 sec): 3 clusters
  Score: Raw -57605280.493956 + Penalty 15045.956077 = -57590234.537879
  nChanged 66
		SP:Iteration 35Q (31693.170000 sec): 3 clusters
  Score: Raw -57605306.284221 + Penalty 15045.956077 = -57590260.328145
  nChanged 69
		SP:Iteration 36Q (31694.290000 sec): 3 clusters
  Score: Raw -57605332.788709 + Penalty 15045.956077 = -57590286.832632
  nChanged 59
		SP:Iteration 37Q (31695.400000 sec): 3 clusters
  Score: Raw -57605352.112216 + Penalty 15045.956077 = -57590306.156139
  nChanged 41
		SP:Iteration 38Q (31696.520000 sec): 3 clusters
  Score: Raw -57605364.605405 + Penalty 15045.956077 = -57590318.649328
  nChanged 40
		SP:Iteration 39Q (31697.630000 sec): 3 clusters
  Score: Raw -57605377.157619 + Penalty 15045.956077 = -57590331.201542
  nChanged 33
		SP:Iteration 40F (31699.290000 sec): 3 clusters
  Score: Raw -57605389.360885 + Penalty 15045.956077 = -57590343.404808
  nChanged 33
		SP:Iteration 41Q (31700.420000 sec): 3 clusters
  Score: Raw -57605398.820628 + Penalty 15045.956077 = -57590352.864551
  nChanged 18
		SP:Iteration 42Q (31701.550000 sec): 3 clusters
  Score: Raw -57605404.462082 + Penalty 15045.956077 = -57590358.506005
  nChanged 16
		SP:Iteration 43Q (31702.680000 sec): 3 clusters
  Score: Raw -57605408.815328 + Penalty 15045.956077 = -57590362.859252
  nChanged 15
		SP:Iteration 44Q (31703.800000 sec): 3 clusters
  Score: Raw -57605412.674770 + Penalty 15045.956077 = -57590366.718693
  nChanged 11
		SP:Iteration 45Q (31704.930000 sec): 3 clusters
  Score: Raw -57605416.451655 + Penalty 15045.956077 = -57590370.495578
  nChanged 9
		SP:Iteration 46Q (31706.060000 sec): 3 clusters
  Score: Raw -57605418.879594 + Penalty 15045.956077 = -57590372.923517
  nChanged 8
		SP:Iteration 47Q (31707.190000 sec): 3 clusters
  Score: Raw -57605421.121938 + Penalty 15045.956077 = -57590375.165861
  nChanged 8
		SP:Iteration 48Q (31708.310000 sec): 3 clusters
  Score: Raw -57605422.987491 + Penalty 15045.956077 = -57590377.031414
  nChanged 8
		SP:Iteration 49Q (31709.440000 sec): 3 clusters
  Score: Raw -57605425.058516 + Penalty 15045.956077 = -57590379.102439
  nChanged 6
		SP:Iteration 50Q (31710.560000 sec): 3 clusters
  Score: Raw -57605426.611367 + Penalty 15045.956077 = -57590380.655290
  nChanged 3
		SP:Iteration 51Q (31711.690000 sec): 3 clusters
  Score: Raw -57605427.450781 + Penalty 15045.956077 = -57590381.494704
  nChanged 3
		SP:Iteration 52Q (31712.810000 sec): 3 clusters
  Score: Raw -57605428.247010 + Penalty 15045.956077 = -57590382.290934
  nChanged 3
		SP:Iteration 53Q (31713.940000 sec): 3 clusters
  Score: Raw -57605428.847894 + Penalty 15045.956077 = -57590382.891817
  nChanged 3
		SP:Iteration 54Q (31715.060000 sec): 3 clusters
  Score: Raw -57605429.724238 + Penalty 15045.956077 = -57590383.768161
  nChanged 6
		SP:Iteration 55Q (31716.190000 sec): 3 clusters
  Score: Raw -57605430.918009 + Penalty 15045.956077 = -57590384.961932
  nChanged 6
		SP:Iteration 56Q (31717.310000 sec): 3 clusters
  Score: Raw -57605432.251296 + Penalty 15045.956077 = -57590386.295219
  nChanged 4
		SP:Iteration 57Q (31718.430000 sec): 3 clusters
  Score: Raw -57605432.953335 + Penalty 15045.956077 = -57590386.997258
  nChanged 3
		SP:Iteration 58Q (31719.560000 sec): 3 clusters
  Score: Raw -57605433.586096 + Penalty 15045.956077 = -57590387.630019
  nChanged 3
		SP:Iteration 59Q (31720.690000 sec): 3 clusters
  Score: Raw -57605434.264212 + Penalty 15045.956077 = -57590388.308135
  nChanged 3
		SP:Iteration 60F (31722.330000 sec): 3 clusters
  Score: Raw -57605434.922757 + Penalty 15045.956077 = -57590388.966680
  nChanged 3
		SP:Iteration 61Q (31723.460000 sec): 3 clusters
  Score: Raw -57605435.856607 + Penalty 15045.956077 = -57590389.900530
  nChanged 9
		SP:Iteration 62Q (31724.580000 sec): 3 clusters
  Score: Raw -57605438.477940 + Penalty 15045.956077 = -57590392.521864
  nChanged 9
		SP:Iteration 63Q (31725.710000 sec): 3 clusters
  Score: Raw -57605441.883796 + Penalty 15045.956077 = -57590395.927719
  nChanged 12
		SP:Iteration 64Q (31726.840000 sec): 3 clusters
  Score: Raw -57605445.489001 + Penalty 15045.956077 = -57590399.532924
  nChanged 13
		SP:Iteration 65Q (31727.960000 sec): 3 clusters
  Score: Raw -57605448.578589 + Penalty 15045.956077 = -57590402.622512
  nChanged 7
		SP:Iteration 66Q (31729.080000 sec): 3 clusters
  Score: Raw -57605450.564093 + Penalty 15045.956077 = -57590404.608016
  nChanged 11
		SP:Iteration 67Q (31730.220000 sec): 3 clusters
  Score: Raw -57605453.117981 + Penalty 15045.956077 = -57590407.161904
  nChanged 7
		SP:Iteration 68Q (31731.340000 sec): 3 clusters
  Score: Raw -57605454.863776 + Penalty 15045.956077 = -57590408.907699
  nChanged 7
		SP:Iteration 69Q (31732.470000 sec): 3 clusters
  Score: Raw -57605457.416531 + Penalty 15045.956077 = -57590411.460455
  nChanged 6
		SP:Iteration 70Q (31733.590000 sec): 3 clusters
  Score: Raw -57605458.802030 + Penalty 15045.956077 = -57590412.845953
  nChanged 4
		SP:Iteration 71Q (31734.720000 sec): 3 clusters
  Score: Raw -57605459.864439 + Penalty 15045.956077 = -57590413.908362
  nChanged 5
		SP:Iteration 72Q (31735.850000 sec): 3 clusters
  Score: Raw -57605461.281381 + Penalty 15045.956077 = -57590415.325305
  nChanged 10
		SP:Iteration 73Q (31736.980000 sec): 3 clusters
  Score: Raw -57605463.555211 + Penalty 15045.956077 = -57590417.599134
  nChanged 10
		SP:Iteration 74Q (31738.100000 sec): 3 clusters
  Score: Raw -57605466.065997 + Penalty 15045.956077 = -57590420.109921
  nChanged 6
		SP:Iteration 75Q (31739.230000 sec): 3 clusters
  Score: Raw -57605467.419025 + Penalty 15045.956077 = -57590421.462949
  nChanged 4
		SP:Iteration 76Q (31740.360000 sec): 3 clusters
  Score: Raw -57605468.421998 + Penalty 15045.956077 = -57590422.465921
  nChanged 5
		SP:Iteration 77Q (31741.480000 sec): 3 clusters
  Score: Raw -57605469.368635 + Penalty 15045.956077 = -57590423.412559
  nChanged 3
		SP:Iteration 78Q (31742.610000 sec): 3 clusters
  Score: Raw -57605469.969934 + Penalty 15045.956077 = -57590424.013857
  nChanged 3
		SP:Iteration 79Q (31743.730000 sec): 3 clusters
  Score: Raw -57605470.585471 + Penalty 15045.956077 = -57590424.629394
  nChanged 2
		SP:Iteration 80F (31745.390000 sec): 3 clusters
  Score: Raw -57605470.943255 + Penalty 15045.956077 = -57590424.987179
  nChanged 2
		SP:Iteration 81Q (31746.520000 sec): 3 clusters
  Score: Raw -57605471.565967 + Penalty 15045.956077 = -57590425.609891
  nChanged 2
		SP:Iteration 82Q (31747.640000 sec): 3 clusters
  Score: Raw -57605472.109996 + Penalty 15045.956077 = -57590426.153919
  nChanged 3
		SP:Iteration 83Q (31748.770000 sec): 3 clusters
  Score: Raw -57605473.025966 + Penalty 15045.956077 = -57590427.069889
  nChanged 4
		SP:Iteration 84Q (31749.900000 sec): 3 clusters
  Score: Raw -57605473.856760 + Penalty 15045.956077 = -57590427.900683
  nChanged 1
		SP:Iteration 85Q (31751.030000 sec): 3 clusters
  Score: Raw -57605473.974758 + Penalty 15045.956077 = -57590428.018681
  nChanged 0
		SP:Iteration 86F (31752.680000 sec): 3 clusters
  Score: Raw -57605473.974758 + Penalty 15045.956077 = -57590428.018681
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31752.890000 sec): 2 clusters
  Score: Raw -3139803.894498 + Penalty 5765.784726 = -3134038.109771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31752.980000 sec): 3 clusters
  Score: Raw -3133897.960260 + Penalty 11531.569453 = -3122366.390807
  nChanged 4660
		SP:Iteration 1F (31753.070000 sec): 3 clusters
  Score: Raw -3136688.122462 + Penalty 11531.569453 = -3125156.553009
  nChanged 982
		SP:Iteration 2F (31753.160000 sec): 3 clusters
  Score: Raw -3137377.830319 + Penalty 11531.569453 = -3125846.260866
  nChanged 741
		SP:Iteration 3F (31753.260000 sec): 3 clusters
  Score: Raw -3137881.857229 + Penalty 11531.569453 = -3126350.287777
  nChanged 625
		SP:Iteration 4F (31753.350000 sec): 3 clusters
  Score: Raw -3138309.185687 + Penalty 11531.569453 = -3126777.616234
  nChanged 515
		SP:Iteration 5Q (31753.440000 sec): 3 clusters
  Score: Raw -3138667.605442 + Penalty 11531.569453 = -3127136.035989
  nChanged 486
		SP:Iteration 6Q (31753.540000 sec): 3 clusters
  Score: Raw -3139031.365171 + Penalty 11531.569453 = -3127499.795718
  nChanged 496
		SP:Iteration 7Q (31753.630000 sec): 3 clusters
  Score: Raw -3139459.979906 + Penalty 11531.569453 = -3127928.410453
  nChanged 533
		SP:Iteration 8Q (31753.720000 sec): 3 clusters
  Score: Raw -3139968.219888 + Penalty 11531.569453 = -3128436.650435
  nChanged 581
		SP:Iteration 9Q (31753.810000 sec): 3 clusters
  Score: Raw -3140626.047998 + Penalty 11531.569453 = -3129094.478545
  nChanged 615
		SP:Iteration 10F (31753.900000 sec): 3 clusters
  Score: Raw -3141341.543319 + Penalty 11531.569453 = -3129809.973867
  nChanged 539
		SP:Iteration 11Q (31753.990000 sec): 3 clusters
  Score: Raw -3141949.475768 + Penalty 11531.569453 = -3130417.906315
  nChanged 488
		SP:Iteration 12Q (31754.080000 sec): 3 clusters
  Score: Raw -3142462.283393 + Penalty 11531.569453 = -3130930.713940
  nChanged 392
		SP:Iteration 13Q (31754.160000 sec): 3 clusters
  Score: Raw -3142973.158317 + Penalty 11531.569453 = -3131441.588864
  nChanged 374
		SP:Iteration 14Q (31754.250000 sec): 3 clusters
  Score: Raw -3143579.727912 + Penalty 11531.569453 = -3132048.158459
  nChanged 314
		SP:Iteration 15Q (31754.330000 sec): 3 clusters
  Score: Raw -3144079.182613 + Penalty 11531.569453 = -3132547.613160
  nChanged 268
		SP:Iteration 16Q (31754.410000 sec): 3 clusters
  Score: Raw -3144435.417992 + Penalty 11531.569453 = -3132903.848539
  nChanged 211
		SP:Iteration 17Q (31754.490000 sec): 3 clusters
  Score: Raw -3144666.962644 + Penalty 11531.569453 = -3133135.393191
  nChanged 158
		SP:Iteration 18Q (31754.560000 sec): 3 clusters
  Score: Raw -3144784.474196 + Penalty 11531.569453 = -3133252.904743
  nChanged 106
		SP:Iteration 19Q (31754.640000 sec): 3 clusters
  Score: Raw -3144843.040359 + Penalty 11531.569453 = -3133311.470906
  nChanged 64
		SP:Iteration 20F (31754.730000 sec): 3 clusters
  Score: Raw -3144875.993739 + Penalty 11531.569453 = -3133344.424286
  nChanged 33
		SP:Iteration 21Q (31754.810000 sec): 3 clusters
  Score: Raw -3144889.028546 + Penalty 11531.569453 = -3133357.459093
  nChanged 26
		SP:Iteration 22Q (31754.880000 sec): 3 clusters
  Score: Raw -3144896.836200 + Penalty 11531.569453 = -3133365.266747
  nChanged 16
		SP:Iteration 23Q (31754.960000 sec): 3 clusters
  Score: Raw -3144901.102556 + Penalty 11531.569453 = -3133369.533103
  nChanged 5
		SP:Iteration 24Q (31755.040000 sec): 3 clusters
  Score: Raw -3144902.095116 + Penalty 11531.569453 = -3133370.525663
  nChanged 3
		SP:Iteration 25Q (31755.110000 sec): 3 clusters
  Score: Raw -3144902.671548 + Penalty 11531.569453 = -3133371.102095
  nChanged 2
		SP:Iteration 26Q (31755.190000 sec): 3 clusters
  Score: Raw -3144903.027436 + Penalty 11531.569453 = -3133371.457984
  nChanged 2
		SP:Iteration 27Q (31755.270000 sec): 3 clusters
  Score: Raw -3144903.607190 + Penalty 11531.569453 = -3133372.037738
  nChanged 2
		SP:Iteration 28Q (31755.340000 sec): 3 clusters
  Score: Raw -3144903.930835 + Penalty 11531.569453 = -3133372.361382
  nChanged 1
		SP:Iteration 29Q (31755.420000 sec): 3 clusters
  Score: Raw -3144904.105725 + Penalty 11531.569453 = -3133372.536273
  nChanged 2
		SP:Iteration 30Q (31755.500000 sec): 3 clusters
  Score: Raw -3144904.454754 + Penalty 11531.569453 = -3133372.885302
  nChanged 3
		SP:Iteration 31Q (31755.570000 sec): 3 clusters
  Score: Raw -3144905.231710 + Penalty 11531.569453 = -3133373.662257
  nChanged 0
		SP:Iteration 32F (31755.660000 sec): 3 clusters
  Score: Raw -3144905.231710 + Penalty 11531.569453 = -3133373.662257
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (20828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31755.810000 sec): 2 clusters
  Score: Raw -5550664.833973 + Penalty 6090.732777 = -5544574.101195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31755.970000 sec): 3 clusters
  Score: Raw -5539705.199804 + Penalty 12181.465555 = -5527523.734249
  nChanged 8462
		SP:Iteration 1F (31756.130000 sec): 3 clusters
  Score: Raw -5544304.995206 + Penalty 12181.465555 = -5532123.529651
  nChanged 1441
		SP:Iteration 2F (31756.280000 sec): 3 clusters
  Score: Raw -5545086.700490 + Penalty 12181.465555 = -5532905.234935
  nChanged 1172
		SP:Iteration 3F (31756.440000 sec): 3 clusters
  Score: Raw -5545898.374949 + Penalty 12181.465555 = -5533716.909394
  nChanged 1227
		SP:Iteration 4F (31756.600000 sec): 3 clusters
  Score: Raw -5546956.811273 + Penalty 12181.465555 = -5534775.345718
  nChanged 1416
		SP:Iteration 5F (31756.760000 sec): 3 clusters
  Score: Raw -5548392.957734 + Penalty 12181.465555 = -5536211.492179
  nChanged 1584
		SP:Iteration 6F (31756.920000 sec): 3 clusters
  Score: Raw -5550030.154004 + Penalty 12181.465555 = -5537848.688449
  nChanged 1422
		SP:Iteration 7F (31757.080000 sec): 3 clusters
  Score: Raw -5551279.875218 + Penalty 12181.465555 = -5539098.409663
  nChanged 1081
		SP:Iteration 8F (31757.240000 sec): 3 clusters
  Score: Raw -5552041.423416 + Penalty 12181.465555 = -5539859.957861
  nChanged 763
		SP:Iteration 9Q (31757.400000 sec): 3 clusters
  Score: Raw -5552473.961548 + Penalty 12181.465555 = -5540292.495993
  nChanged 497
		SP:Iteration 10Q (31757.550000 sec): 3 clusters
  Score: Raw -5552711.983493 + Penalty 12181.465555 = -5540530.517938
  nChanged 337
		SP:Iteration 11Q (31757.710000 sec): 3 clusters
  Score: Raw -5552846.236443 + Penalty 12181.465555 = -5540664.770888
  nChanged 231
		SP:Iteration 12Q (31757.860000 sec): 3 clusters
  Score: Raw -5552928.639352 + Penalty 12181.465555 = -5540747.173797
  nChanged 167
		SP:Iteration 13Q (31758.020000 sec): 3 clusters
  Score: Raw -5552978.787680 + Penalty 12181.465555 = -5540797.322125
  nChanged 110
		SP:Iteration 14Q (31758.180000 sec): 3 clusters
  Score: Raw -5553010.139804 + Penalty 12181.465555 = -5540828.674249
  nChanged 77
		SP:Iteration 15Q (31758.330000 sec): 3 clusters
  Score: Raw -5553029.215564 + Penalty 12181.465555 = -5540847.750009
  nChanged 56
		SP:Iteration 16Q (31758.480000 sec): 3 clusters
  Score: Raw -5553042.001409 + Penalty 12181.465555 = -5540860.535854
  nChanged 43
		SP:Iteration 17Q (31758.640000 sec): 3 clusters
  Score: Raw -5553052.040840 + Penalty 12181.465555 = -5540870.575285
  nChanged 41
		SP:Iteration 18Q (31758.800000 sec): 3 clusters
  Score: Raw -5553061.724990 + Penalty 12181.465555 = -5540880.259435
  nChanged 45
		SP:Iteration 19Q (31758.950000 sec): 3 clusters
  Score: Raw -5553072.430763 + Penalty 12181.465555 = -5540890.965208
  nChanged 39
		SP:Iteration 20F (31759.110000 sec): 3 clusters
  Score: Raw -5553080.883230 + Penalty 12181.465555 = -5540899.417675
  nChanged 34
		SP:Iteration 21Q (31759.260000 sec): 3 clusters
  Score: Raw -5553087.382741 + Penalty 12181.465555 = -5540905.917186
  nChanged 25
		SP:Iteration 22Q (31759.420000 sec): 3 clusters
  Score: Raw -5553092.820058 + Penalty 12181.465555 = -5540911.354503
  nChanged 19
		SP:Iteration 23Q (31759.580000 sec): 3 clusters
  Score: Raw -5553096.170847 + Penalty 12181.465555 = -5540914.705292
  nChanged 13
		SP:Iteration 24Q (31759.730000 sec): 3 clusters
  Score: Raw -5553098.459692 + Penalty 12181.465555 = -5540916.994137
  nChanged 13
		SP:Iteration 25Q (31759.890000 sec): 3 clusters
  Score: Raw -5553100.924068 + Penalty 12181.465555 = -5540919.458513
  nChanged 11
		SP:Iteration 26Q (31760.040000 sec): 3 clusters
  Score: Raw -5553102.604917 + Penalty 12181.465555 = -5540921.139362
  nChanged 7
		SP:Iteration 27Q (31760.200000 sec): 3 clusters
  Score: Raw -5553104.335331 + Penalty 12181.465555 = -5540922.869776
  nChanged 6
		SP:Iteration 28Q (31760.350000 sec): 3 clusters
  Score: Raw -5553105.205271 + Penalty 12181.465555 = -5540923.739716
  nChanged 4
		SP:Iteration 29Q (31760.510000 sec): 3 clusters
  Score: Raw -5553105.724986 + Penalty 12181.465555 = -5540924.259431
  nChanged 2
		SP:Iteration 30Q (31760.660000 sec): 3 clusters
  Score: Raw -5553105.984629 + Penalty 12181.465555 = -5540924.519074
  nChanged 3
		SP:Iteration 31Q (31760.820000 sec): 3 clusters
  Score: Raw -5553106.287670 + Penalty 12181.465555 = -5540924.822115
  nChanged 1
		SP:Iteration 32Q (31760.980000 sec): 3 clusters
  Score: Raw -5553106.470126 + Penalty 12181.465555 = -5540925.004571
  nChanged 2
		SP:Iteration 33Q (31761.130000 sec): 3 clusters
  Score: Raw -5553106.979799 + Penalty 12181.465555 = -5540925.514244
  nChanged 4
		SP:Iteration 34Q (31761.280000 sec): 3 clusters
  Score: Raw -5553107.680083 + Penalty 12181.465555 = -5540926.214528
  nChanged 2
		SP:Iteration 35Q (31761.440000 sec): 3 clusters
  Score: Raw -5553108.019994 + Penalty 12181.465555 = -5540926.554439
  nChanged 2
		SP:Iteration 36Q (31761.600000 sec): 3 clusters
  Score: Raw -5553108.474932 + Penalty 12181.465555 = -5540927.009377
  nChanged 2
		SP:Iteration 37Q (31761.750000 sec): 3 clusters
  Score: Raw -5553108.792379 + Penalty 12181.465555 = -5540927.326824
  nChanged 1
		SP:Iteration 38Q (31761.900000 sec): 3 clusters
  Score: Raw -5553108.901492 + Penalty 12181.465555 = -5540927.435937
  nChanged 0
		SP:Iteration 39F (31762.060000 sec): 3 clusters
  Score: Raw -5553108.901492 + Penalty 12181.465555 = -5540927.435937
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31762.110000 sec): 2 clusters
  Score: Raw -1481169.079170 + Penalty 5299.395125 = -1475869.684044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31762.160000 sec): 3 clusters
  Score: Raw -1478958.861619 + Penalty 10598.790250 = -1468360.071369
  nChanged 1899
		SP:Iteration 1F (31762.200000 sec): 3 clusters
  Score: Raw -1480269.965733 + Penalty 10598.790250 = -1469671.175483
  nChanged 439
		SP:Iteration 2F (31762.240000 sec): 3 clusters
  Score: Raw -1480633.271601 + Penalty 10598.790250 = -1470034.481351
  nChanged 238
		SP:Iteration 3Q (31762.280000 sec): 3 clusters
  Score: Raw -1480845.875287 + Penalty 10598.790250 = -1470247.085037
  nChanged 175
		SP:Iteration 4Q (31762.320000 sec): 3 clusters
  Score: Raw -1481002.903380 + Penalty 10598.790250 = -1470404.113130
  nChanged 166
		SP:Iteration 5Q (31762.370000 sec): 3 clusters
  Score: Raw -1481132.549633 + Penalty 10598.790250 = -1470533.759383
  nChanged 144
		SP:Iteration 6Q (31762.410000 sec): 3 clusters
  Score: Raw -1481255.165502 + Penalty 10598.790250 = -1470656.375252
  nChanged 151
		SP:Iteration 7Q (31762.450000 sec): 3 clusters
  Score: Raw -1481412.101283 + Penalty 10598.790250 = -1470813.311033
  nChanged 168
		SP:Iteration 8Q (31762.490000 sec): 3 clusters
  Score: Raw -1481606.760786 + Penalty 10598.790250 = -1471007.970536
  nChanged 180
		SP:Iteration 9Q (31762.530000 sec): 3 clusters
  Score: Raw -1481835.978765 + Penalty 10598.790250 = -1471237.188515
  nChanged 223
		SP:Iteration 10Q (31762.570000 sec): 3 clusters
  Score: Raw -1482179.017816 + Penalty 10598.790250 = -1471580.227565
  nChanged 231
		SP:Iteration 11Q (31762.610000 sec): 3 clusters
  Score: Raw -1482618.739262 + Penalty 10598.790250 = -1472019.949012
  nChanged 289
		SP:Iteration 12F (31762.660000 sec): 3 clusters
  Score: Raw -1483224.278411 + Penalty 10598.790250 = -1472625.488161
  nChanged 272
		SP:Iteration 13Q (31762.690000 sec): 3 clusters
  Score: Raw -1483879.652382 + Penalty 10598.790250 = -1473280.862132
  nChanged 277
		SP:Iteration 14Q (31762.730000 sec): 3 clusters
  Score: Raw -1484525.888894 + Penalty 10598.790250 = -1473927.098644
  nChanged 209
		SP:Iteration 15Q (31762.760000 sec): 3 clusters
  Score: Raw -1484904.940937 + Penalty 10598.790250 = -1474306.150687
  nChanged 133
		SP:Iteration 16Q (31762.800000 sec): 3 clusters
  Score: Raw -1485082.952963 + Penalty 10598.790250 = -1474484.162713
  nChanged 74
		SP:Iteration 17Q (31762.830000 sec): 3 clusters
  Score: Raw -1485166.512953 + Penalty 10598.790250 = -1474567.722702
  nChanged 40
		SP:Iteration 18Q (31762.860000 sec): 3 clusters
  Score: Raw -1485196.067881 + Penalty 10598.790250 = -1474597.277631
  nChanged 16
		SP:Iteration 19Q (31762.900000 sec): 3 clusters
  Score: Raw -1485206.552256 + Penalty 10598.790250 = -1474607.762006
  nChanged 1
		SP:Iteration 20F (31762.940000 sec): 3 clusters
  Score: Raw -1485207.193637 + Penalty 10598.790250 = -1474608.403387
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31762.960000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31762.970000 sec): 3 clusters
  Score: Raw -406600.850893 + Penalty 8995.697131 = -397605.153763
  nChanged 296
		SP:Iteration 1F (31762.980000 sec): 3 clusters
  Score: Raw -407135.600738 + Penalty 8995.697131 = -398139.903608
  nChanged 96
		SP:Iteration 2F (31762.990000 sec): 3 clusters
  Score: Raw -407399.862956 + Penalty 8995.697131 = -398404.165825
  nChanged 80
		SP:Iteration 3F (31763.000000 sec): 3 clusters
  Score: Raw -407626.653350 + Penalty 8995.697131 = -398630.956219
  nChanged 56
		SP:Iteration 4Q (31763.010000 sec): 3 clusters
  Score: Raw -407810.864813 + Penalty 8995.697131 = -398815.167682
  nChanged 39
		SP:Iteration 5Q (31763.020000 sec): 3 clusters
  Score: Raw -407958.865144 + Penalty 8995.697131 = -398963.168013
  nChanged 39
		SP:Iteration 6Q (31763.040000 sec): 3 clusters
  Score: Raw -408074.088255 + Penalty 8995.697131 = -399078.391125
  nChanged 26
		SP:Iteration 7Q (31763.040000 sec): 3 clusters
  Score: Raw -408156.469277 + Penalty 8995.697131 = -399160.772146
  nChanged 27
		SP:Iteration 8Q (31763.060000 sec): 3 clusters
  Score: Raw -408228.648479 + Penalty 8995.697131 = -399232.951348
  nChanged 25
		SP:Iteration 9Q (31763.060000 sec): 3 clusters
  Score: Raw -408291.631413 + Penalty 8995.697131 = -399295.934282
  nChanged 25
		SP:Iteration 10Q (31763.080000 sec): 3 clusters
  Score: Raw -408356.326266 + Penalty 8995.697131 = -399360.629135
  nChanged 15
		SP:Iteration 11Q (31763.080000 sec): 3 clusters
  Score: Raw -408389.760722 + Penalty 8995.697131 = -399394.063592
  nChanged 10
		SP:Iteration 12Q (31763.100000 sec): 3 clusters
  Score: Raw -408411.374081 + Penalty 8995.697131 = -399415.676950
  nChanged 9
		SP:Iteration 13Q (31763.100000 sec): 3 clusters
  Score: Raw -408431.487814 + Penalty 8995.697131 = -399435.790683
  nChanged 9
		SP:Iteration 14Q (31763.120000 sec): 3 clusters
  Score: Raw -408462.403307 + Penalty 8995.697131 = -399466.706176
  nChanged 12
		SP:Iteration 15Q (31763.120000 sec): 3 clusters
  Score: Raw -408499.869578 + Penalty 8995.697131 = -399504.172448
  nChanged 19
		SP:Iteration 16Q (31763.140000 sec): 3 clusters
  Score: Raw -408556.599996 + Penalty 8995.697131 = -399560.902865
  nChanged 24
		SP:Iteration 17Q (31763.140000 sec): 3 clusters
  Score: Raw -408618.620531 + Penalty 8995.697131 = -399622.923400
  nChanged 18
		SP:Iteration 18Q (31763.160000 sec): 3 clusters
  Score: Raw -408689.377601 + Penalty 8995.697131 = -399693.680471
  nChanged 26
		SP:Iteration 19Q (31763.160000 sec): 3 clusters
  Score: Raw -408747.731446 + Penalty 8995.697131 = -399752.034315
  nChanged 28
		SP:Iteration 20F (31763.180000 sec): 3 clusters
  Score: Raw -408825.283314 + Penalty 8995.697131 = -399829.586183
  nChanged 33
		SP:Iteration 21Q (31763.190000 sec): 3 clusters
  Score: Raw -408917.249529 + Penalty 8995.697131 = -399921.552398
  nChanged 31
		SP:Iteration 22Q (31763.200000 sec): 3 clusters
  Score: Raw -409015.525033 + Penalty 8995.697131 = -400019.827902
  nChanged 19
		SP:Iteration 23Q (31763.200000 sec): 3 clusters
  Score: Raw -409073.831914 + Penalty 8995.697131 = -400078.134783
  nChanged 15
		SP:Iteration 24Q (31763.220000 sec): 3 clusters
  Score: Raw -409109.302978 + Penalty 8995.697131 = -400113.605848
  nChanged 9
		SP:Iteration 25Q (31763.220000 sec): 3 clusters
  Score: Raw -409127.297030 + Penalty 8995.697131 = -400131.599899
  nChanged 5
		SP:Iteration 26Q (31763.240000 sec): 3 clusters
  Score: Raw -409135.868054 + Penalty 8995.697131 = -400140.170923
  nChanged 5
		SP:Iteration 27Q (31763.240000 sec): 3 clusters
  Score: Raw -409145.744345 + Penalty 8995.697131 = -400150.047214
  nChanged 5
		SP:Iteration 28Q (31763.250000 sec): 3 clusters
  Score: Raw -409154.535318 + Penalty 8995.697131 = -400158.838187
  nChanged 5
		SP:Iteration 29Q (31763.260000 sec): 3 clusters
  Score: Raw -409163.396177 + Penalty 8995.697131 = -400167.699046
  nChanged 6
		SP:Iteration 30Q (31763.270000 sec): 3 clusters
  Score: Raw -409173.135249 + Penalty 8995.697131 = -400177.438118
  nChanged 6
		SP:Iteration 31Q (31763.280000 sec): 3 clusters
  Score: Raw -409187.876899 + Penalty 8995.697131 = -400192.179769
  nChanged 4
		SP:Iteration 32Q (31763.290000 sec): 3 clusters
  Score: Raw -409196.287327 + Penalty 8995.697131 = -400200.590196
  nChanged 4
		SP:Iteration 33Q (31763.300000 sec): 3 clusters
  Score: Raw -409206.157224 + Penalty 8995.697131 = -400210.460093
  nChanged 2
		SP:Iteration 34Q (31763.310000 sec): 3 clusters
  Score: Raw -409210.515796 + Penalty 8995.697131 = -400214.818666
  nChanged 0
		SP:Iteration 35F (31763.320000 sec): 3 clusters
  Score: Raw -409210.515796 + Penalty 8995.697131 = -400214.818666
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (68669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31763.800000 sec): 2 clusters
  Score: Raw -18223182.596422 + Penalty 6821.445048 = -18216361.151375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31764.330000 sec): 3 clusters
  Score: Raw -18182372.874018 + Penalty 13642.890095 = -18168729.983922
  nChanged 30662
		SP:Iteration 1F (31764.850000 sec): 3 clusters
  Score: Raw -18199392.494984 + Penalty 13642.890095 = -18185749.604888
  nChanged 3740
		SP:Iteration 2F (31765.380000 sec): 3 clusters
  Score: Raw -18200961.497025 + Penalty 13642.890095 = -18187318.606930
  nChanged 3724
		SP:Iteration 3F (31765.900000 sec): 3 clusters
  Score: Raw -18202736.019049 + Penalty 13642.890095 = -18189093.128953
  nChanged 4037
		SP:Iteration 4F (31766.430000 sec): 3 clusters
  Score: Raw -18205027.070520 + Penalty 13642.890095 = -18191384.180425
  nChanged 4365
		SP:Iteration 5F (31766.960000 sec): 3 clusters
  Score: Raw -18207797.995165 + Penalty 13642.890095 = -18194155.105069
  nChanged 4455
		SP:Iteration 6F (31767.480000 sec): 3 clusters
  Score: Raw -18210697.518972 + Penalty 13642.890095 = -18197054.628876
  nChanged 4173
		SP:Iteration 7F (31768.010000 sec): 3 clusters
  Score: Raw -18213379.794362 + Penalty 13642.890095 = -18199736.904267
  nChanged 3584
		SP:Iteration 8F (31768.530000 sec): 3 clusters
  Score: Raw -18215600.025025 + Penalty 13642.890095 = -18201957.134930
  nChanged 3041
		SP:Iteration 9Q (31769.060000 sec): 3 clusters
  Score: Raw -18217467.268601 + Penalty 13642.890095 = -18203824.378506
  nChanged 2574
		SP:Iteration 10Q (31769.590000 sec): 3 clusters
  Score: Raw -18218996.903389 + Penalty 13642.890095 = -18205354.013293
  nChanged 1997
		SP:Iteration 11Q (31770.110000 sec): 3 clusters
  Score: Raw -18220182.348440 + Penalty 13642.890095 = -18206539.458345
  nChanged 1639
		SP:Iteration 12Q (31770.630000 sec): 3 clusters
  Score: Raw -18221142.784959 + Penalty 13642.890095 = -18207499.894864
  nChanged 1255
		SP:Iteration 13Q (31771.140000 sec): 3 clusters
  Score: Raw -18221854.856332 + Penalty 13642.890095 = -18208211.966236
  nChanged 1011
		SP:Iteration 14Q (31771.630000 sec): 3 clusters
  Score: Raw -18222401.391038 + Penalty 13642.890095 = -18208758.500942
  nChanged 752
		SP:Iteration 15Q (31772.120000 sec): 3 clusters
  Score: Raw -18222818.258409 + Penalty 13642.890095 = -18209175.368314
  nChanged 608
		SP:Iteration 16Q (31772.590000 sec): 3 clusters
  Score: Raw -18223155.100824 + Penalty 13642.890095 = -18209512.210729
  nChanged 468
		SP:Iteration 17Q (31773.050000 sec): 3 clusters
  Score: Raw -18223423.672462 + Penalty 13642.890095 = -18209780.782367
  nChanged 380
		SP:Iteration 18Q (31773.500000 sec): 3 clusters
  Score: Raw -18223632.553807 + Penalty 13642.890095 = -18209989.663711
  nChanged 297
		SP:Iteration 19Q (31773.940000 sec): 3 clusters
  Score: Raw -18223791.320186 + Penalty 13642.890095 = -18210148.430091
  nChanged 225
		SP:Iteration 20F (31774.470000 sec): 3 clusters
  Score: Raw -18223921.282654 + Penalty 13642.890095 = -18210278.392559
  nChanged 184
		SP:Iteration 21Q (31774.890000 sec): 3 clusters
  Score: Raw -18224017.841166 + Penalty 13642.890095 = -18210374.951070
  nChanged 145
		SP:Iteration 22Q (31775.310000 sec): 3 clusters
  Score: Raw -18224093.089281 + Penalty 13642.890095 = -18210450.199186
  nChanged 110
		SP:Iteration 23Q (31775.730000 sec): 3 clusters
  Score: Raw -18224152.743451 + Penalty 13642.890095 = -18210509.853356
  nChanged 86
		SP:Iteration 24Q (31776.140000 sec): 3 clusters
  Score: Raw -18224197.591425 + Penalty 13642.890095 = -18210554.701329
  nChanged 75
		SP:Iteration 25Q (31776.550000 sec): 3 clusters
  Score: Raw -18224237.888865 + Penalty 13642.890095 = -18210594.998769
  nChanged 68
		SP:Iteration 26Q (31776.960000 sec): 3 clusters
  Score: Raw -18224277.896827 + Penalty 13642.890095 = -18210635.006731
  nChanged 70
		SP:Iteration 27Q (31777.360000 sec): 3 clusters
  Score: Raw -18224313.028210 + Penalty 13642.890095 = -18210670.138114
  nChanged 49
		SP:Iteration 28Q (31777.770000 sec): 3 clusters
  Score: Raw -18224334.623526 + Penalty 13642.890095 = -18210691.733430
  nChanged 46
		SP:Iteration 29Q (31778.170000 sec): 3 clusters
  Score: Raw -18224355.155245 + Penalty 13642.890095 = -18210712.265149
  nChanged 35
		SP:Iteration 30Q (31778.580000 sec): 3 clusters
  Score: Raw -18224372.438617 + Penalty 13642.890095 = -18210729.548521
  nChanged 31
		SP:Iteration 31Q (31778.980000 sec): 3 clusters
  Score: Raw -18224387.873803 + Penalty 13642.890095 = -18210744.983708
  nChanged 20
		SP:Iteration 32Q (31779.370000 sec): 3 clusters
  Score: Raw -18224397.376014 + Penalty 13642.890095 = -18210754.485919
  nChanged 14
		SP:Iteration 33Q (31779.770000 sec): 3 clusters
  Score: Raw -18224403.762664 + Penalty 13642.890095 = -18210760.872568
  nChanged 12
		SP:Iteration 34Q (31780.170000 sec): 3 clusters
  Score: Raw -18224408.923740 + Penalty 13642.890095 = -18210766.033645
  nChanged 11
		SP:Iteration 35Q (31780.570000 sec): 3 clusters
  Score: Raw -18224413.065313 + Penalty 13642.890095 = -18210770.175218
  nChanged 8
		SP:Iteration 36Q (31780.960000 sec): 3 clusters
  Score: Raw -18224416.827695 + Penalty 13642.890095 = -18210773.937600
  nChanged 9
		SP:Iteration 37Q (31781.360000 sec): 3 clusters
  Score: Raw -18224421.484802 + Penalty 13642.890095 = -18210778.594706
  nChanged 12
		SP:Iteration 38Q (31781.760000 sec): 3 clusters
  Score: Raw -18224427.353177 + Penalty 13642.890095 = -18210784.463082
  nChanged 9
		SP:Iteration 39Q (31782.150000 sec): 3 clusters
  Score: Raw -18224432.422508 + Penalty 13642.890095 = -18210789.532413
  nChanged 11
		SP:Iteration 40F (31782.680000 sec): 3 clusters
  Score: Raw -18224435.913230 + Penalty 13642.890095 = -18210793.023134
  nChanged 9
		SP:Iteration 41Q (31783.080000 sec): 3 clusters
  Score: Raw -18224439.983068 + Penalty 13642.890095 = -18210797.092972
  nChanged 11
		SP:Iteration 42Q (31783.470000 sec): 3 clusters
  Score: Raw -18224445.668454 + Penalty 13642.890095 = -18210802.778359
  nChanged 9
		SP:Iteration 43Q (31783.870000 sec): 3 clusters
  Score: Raw -18224450.120169 + Penalty 13642.890095 = -18210807.230073
  nChanged 9
		SP:Iteration 44Q (31784.270000 sec): 3 clusters
  Score: Raw -18224453.904871 + Penalty 13642.890095 = -18210811.014776
  nChanged 3
		SP:Iteration 45Q (31784.660000 sec): 3 clusters
  Score: Raw -18224455.122868 + Penalty 13642.890095 = -18210812.232772
  nChanged 4
		SP:Iteration 46Q (31785.060000 sec): 3 clusters
  Score: Raw -18224457.121362 + Penalty 13642.890095 = -18210814.231266
  nChanged 4
		SP:Iteration 47Q (31785.460000 sec): 3 clusters
  Score: Raw -18224459.326717 + Penalty 13642.890095 = -18210816.436622
  nChanged 5
		SP:Iteration 48Q (31785.860000 sec): 3 clusters
  Score: Raw -18224461.357742 + Penalty 13642.890095 = -18210818.467647
  nChanged 5
		SP:Iteration 49Q (31786.250000 sec): 3 clusters
  Score: Raw -18224463.646739 + Penalty 13642.890095 = -18210820.756644
  nChanged 8
		SP:Iteration 50Q (31786.640000 sec): 3 clusters
  Score: Raw -18224467.541908 + Penalty 13642.890095 = -18210824.651812
  nChanged 5
		SP:Iteration 51Q (31787.040000 sec): 3 clusters
  Score: Raw -18224469.396971 + Penalty 13642.890095 = -18210826.506876
  nChanged 3
		SP:Iteration 52Q (31787.440000 sec): 3 clusters
  Score: Raw -18224470.896061 + Penalty 13642.890095 = -18210828.005966
  nChanged 4
		SP:Iteration 53Q (31787.830000 sec): 3 clusters
  Score: Raw -18224472.068100 + Penalty 13642.890095 = -18210829.178005
  nChanged 4
		SP:Iteration 54Q (31788.230000 sec): 3 clusters
  Score: Raw -18224473.554238 + Penalty 13642.890095 = -18210830.664142
  nChanged 5
		SP:Iteration 55Q (31788.620000 sec): 3 clusters
  Score: Raw -18224476.007859 + Penalty 13642.890095 = -18210833.117763
  nChanged 3
		SP:Iteration 56Q (31789.020000 sec): 3 clusters
  Score: Raw -18224477.076702 + Penalty 13642.890095 = -18210834.186607
  nChanged 6
		SP:Iteration 57Q (31789.410000 sec): 3 clusters
  Score: Raw -18224479.399396 + Penalty 13642.890095 = -18210836.509301
  nChanged 5
		SP:Iteration 58Q (31789.810000 sec): 3 clusters
  Score: Raw -18224481.988328 + Penalty 13642.890095 = -18210839.098233
  nChanged 7
		SP:Iteration 59Q (31790.200000 sec): 3 clusters
  Score: Raw -18224485.380430 + Penalty 13642.890095 = -18210842.490335
  nChanged 9
		SP:Iteration 60F (31790.720000 sec): 3 clusters
  Score: Raw -18224489.054153 + Penalty 13642.890095 = -18210846.164057
  nChanged 4
		SP:Iteration 61Q (31791.120000 sec): 3 clusters
  Score: Raw -18224490.710920 + Penalty 13642.890095 = -18210847.820824
  nChanged 1
		SP:Iteration 62Q (31791.520000 sec): 3 clusters
  Score: Raw -18224491.165562 + Penalty 13642.890095 = -18210848.275467
  nChanged 1
		SP:Iteration 63Q (31791.910000 sec): 3 clusters
  Score: Raw -18224491.792846 + Penalty 13642.890095 = -18210848.902751
  nChanged 1
		SP:Iteration 64Q (31792.310000 sec): 3 clusters
  Score: Raw -18224492.146678 + Penalty 13642.890095 = -18210849.256583
  nChanged 0
		SP:Iteration 65F (31792.830000 sec): 3 clusters
  Score: Raw -18224492.146678 + Penalty 13642.890095 = -18210849.256583
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31792.880000 sec): 2 clusters
  Score: Raw -129881.699536 + Penalty 3871.470580 = -126010.228956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31792.880000 sec): 3 clusters
  Score: Raw -130616.227999 + Penalty 7742.941160 = -122873.286839
  nChanged 77
		SP:Iteration 1F (31792.890000 sec): 3 clusters
  Score: Raw -130864.142125 + Penalty 7742.941160 = -123121.200964
  nChanged 15
		SP:Iteration 2Q (31792.890000 sec): 3 clusters
  Score: Raw -130913.775259 + Penalty 7742.941160 = -123170.834098
  nChanged 11
		SP:Iteration 3Q (31792.900000 sec): 3 clusters
  Score: Raw -130952.990240 + Penalty 7742.941160 = -123210.049080
  nChanged 12
		SP:Iteration 4Q (31792.900000 sec): 3 clusters
  Score: Raw -131007.860258 + Penalty 7742.941160 = -123264.919097
  nChanged 8
		SP:Iteration 5Q (31792.900000 sec): 3 clusters
  Score: Raw -131045.687135 + Penalty 7742.941160 = -123302.745975
  nChanged 3
		SP:Iteration 6Q (31792.910000 sec): 3 clusters
  Score: Raw -131065.536975 + Penalty 7742.941160 = -123322.595815
  nChanged 3
		SP:Iteration 7Q (31792.910000 sec): 3 clusters
  Score: Raw -131075.411887 + Penalty 7742.941160 = -123332.470727
  nChanged 3
		SP:Iteration 8Q (31792.920000 sec): 3 clusters
  Score: Raw -131090.857671 + Penalty 7742.941160 = -123347.916510
  nChanged 3
		SP:Iteration 9Q (31792.920000 sec): 3 clusters
  Score: Raw -131106.276527 + Penalty 7742.941160 = -123363.335366
  nChanged 2
		SP:Iteration 10Q (31792.920000 sec): 3 clusters
  Score: Raw -131120.338170 + Penalty 7742.941160 = -123377.397010
  nChanged 3
		SP:Iteration 11Q (31792.930000 sec): 3 clusters
  Score: Raw -131141.283634 + Penalty 7742.941160 = -123398.342474
  nChanged 1
		SP:Iteration 12Q (31792.930000 sec): 3 clusters
  Score: Raw -131150.467484 + Penalty 7742.941160 = -123407.526323
  nChanged 1
		SP:Iteration 13Q (31792.930000 sec): 3 clusters
  Score: Raw -131152.733819 + Penalty 7742.941160 = -123409.792659
  nChanged 0
		SP:Iteration 14F (31792.940000 sec): 3 clusters
  Score: Raw -131152.733819 + Penalty 7742.941160 = -123409.792659
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (10264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31793.010000 sec): 2 clusters
  Score: Raw -2627818.356674 + Penalty 5657.293718 = -2622161.062957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31793.090000 sec): 3 clusters
  Score: Raw -2623042.160196 + Penalty 11314.587435 = -2611727.572761
  nChanged 3876
		SP:Iteration 1F (31793.170000 sec): 3 clusters
  Score: Raw -2625408.633078 + Penalty 11314.587435 = -2614094.045643
  nChanged 825
		SP:Iteration 2F (31793.240000 sec): 3 clusters
  Score: Raw -2626018.867461 + Penalty 11314.587435 = -2614704.280025
  nChanged 600
		SP:Iteration 3F (31793.320000 sec): 3 clusters
  Score: Raw -2626505.715276 + Penalty 11314.587435 = -2615191.127841
  nChanged 506
		SP:Iteration 4Q (31793.400000 sec): 3 clusters
  Score: Raw -2626939.816856 + Penalty 11314.587435 = -2615625.229420
  nChanged 477
		SP:Iteration 5Q (31793.480000 sec): 3 clusters
  Score: Raw -2627341.650566 + Penalty 11314.587435 = -2616027.063131
  nChanged 448
		SP:Iteration 6Q (31793.550000 sec): 3 clusters
  Score: Raw -2627705.851865 + Penalty 11314.587435 = -2616391.264430
  nChanged 389
		SP:Iteration 7Q (31793.630000 sec): 3 clusters
  Score: Raw -2627974.738588 + Penalty 11314.587435 = -2616660.151153
  nChanged 317
		SP:Iteration 8Q (31793.700000 sec): 3 clusters
  Score: Raw -2628190.268877 + Penalty 11314.587435 = -2616875.681442
  nChanged 282
		SP:Iteration 9Q (31793.780000 sec): 3 clusters
  Score: Raw -2628365.002170 + Penalty 11314.587435 = -2617050.414735
  nChanged 235
		SP:Iteration 10Q (31793.850000 sec): 3 clusters
  Score: Raw -2628504.652713 + Penalty 11314.587435 = -2617190.065277
  nChanged 192
		SP:Iteration 11Q (31793.930000 sec): 3 clusters
  Score: Raw -2628611.859893 + Penalty 11314.587435 = -2617297.272457
  nChanged 173
		SP:Iteration 12Q (31794.000000 sec): 3 clusters
  Score: Raw -2628697.114163 + Penalty 11314.587435 = -2617382.526727
  nChanged 138
		SP:Iteration 13Q (31794.080000 sec): 3 clusters
  Score: Raw -2628763.772413 + Penalty 11314.587435 = -2617449.184978
  nChanged 119
		SP:Iteration 14Q (31794.150000 sec): 3 clusters
  Score: Raw -2628821.105178 + Penalty 11314.587435 = -2617506.517743
  nChanged 98
		SP:Iteration 15Q (31794.220000 sec): 3 clusters
  Score: Raw -2628860.263071 + Penalty 11314.587435 = -2617545.675636
  nChanged 88
		SP:Iteration 16Q (31794.300000 sec): 3 clusters
  Score: Raw -2628897.347197 + Penalty 11314.587435 = -2617582.759762
  nChanged 90
		SP:Iteration 17Q (31794.380000 sec): 3 clusters
  Score: Raw -2628936.440088 + Penalty 11314.587435 = -2617621.852653
  nChanged 82
		SP:Iteration 18Q (31794.450000 sec): 3 clusters
  Score: Raw -2628973.567267 + Penalty 11314.587435 = -2617658.979831
  nChanged 74
		SP:Iteration 19Q (31794.520000 sec): 3 clusters
  Score: Raw -2629007.636214 + Penalty 11314.587435 = -2617693.048779
  nChanged 75
		SP:Iteration 20F (31794.600000 sec): 3 clusters
  Score: Raw -2629043.222219 + Penalty 11314.587435 = -2617728.634784
  nChanged 68
		SP:Iteration 21Q (31794.680000 sec): 3 clusters
  Score: Raw -2629074.774460 + Penalty 11314.587435 = -2617760.187025
  nChanged 76
		SP:Iteration 22Q (31794.750000 sec): 3 clusters
  Score: Raw -2629109.414098 + Penalty 11314.587435 = -2617794.826663
  nChanged 70
		SP:Iteration 23Q (31794.820000 sec): 3 clusters
  Score: Raw -2629140.429596 + Penalty 11314.587435 = -2617825.842160
  nChanged 90
		SP:Iteration 24Q (31794.900000 sec): 3 clusters
  Score: Raw -2629179.631979 + Penalty 11314.587435 = -2617865.044544
  nChanged 71
		SP:Iteration 25Q (31794.970000 sec): 3 clusters
  Score: Raw -2629212.389928 + Penalty 11314.587435 = -2617897.802493
  nChanged 74
		SP:Iteration 26Q (31795.040000 sec): 3 clusters
  Score: Raw -2629248.768548 + Penalty 11314.587435 = -2617934.181112
  nChanged 68
		SP:Iteration 27Q (31795.120000 sec): 3 clusters
  Score: Raw -2629277.350666 + Penalty 11314.587435 = -2617962.763230
  nChanged 61
		SP:Iteration 28Q (31795.190000 sec): 3 clusters
  Score: Raw -2629306.752569 + Penalty 11314.587435 = -2617992.165134
  nChanged 74
		SP:Iteration 29Q (31795.270000 sec): 3 clusters
  Score: Raw -2629341.843759 + Penalty 11314.587435 = -2618027.256324
  nChanged 85
		SP:Iteration 30Q (31795.340000 sec): 3 clusters
  Score: Raw -2629377.637200 + Penalty 11314.587435 = -2618063.049765
  nChanged 81
		SP:Iteration 31Q (31795.410000 sec): 3 clusters
  Score: Raw -2629409.932399 + Penalty 11314.587435 = -2618095.344964
  nChanged 67
		SP:Iteration 32Q (31795.490000 sec): 3 clusters
  Score: Raw -2629440.233836 + Penalty 11314.587435 = -2618125.646401
  nChanged 65
		SP:Iteration 33Q (31795.560000 sec): 3 clusters
  Score: Raw -2629467.440020 + Penalty 11314.587435 = -2618152.852585
  nChanged 49
		SP:Iteration 34Q (31795.630000 sec): 3 clusters
  Score: Raw -2629485.539731 + Penalty 11314.587435 = -2618170.952296
  nChanged 46
		SP:Iteration 35Q (31795.710000 sec): 3 clusters
  Score: Raw -2629502.077192 + Penalty 11314.587435 = -2618187.489757
  nChanged 40
		SP:Iteration 36Q (31795.780000 sec): 3 clusters
  Score: Raw -2629516.741259 + Penalty 11314.587435 = -2618202.153824
  nChanged 54
		SP:Iteration 37Q (31795.850000 sec): 3 clusters
  Score: Raw -2629538.111194 + Penalty 11314.587435 = -2618223.523759
  nChanged 58
		SP:Iteration 38Q (31795.930000 sec): 3 clusters
  Score: Raw -2629562.798554 + Penalty 11314.587435 = -2618248.211119
  nChanged 46
		SP:Iteration 39Q (31796.000000 sec): 3 clusters
  Score: Raw -2629578.682802 + Penalty 11314.587435 = -2618264.095366
  nChanged 35
		SP:Iteration 40F (31796.080000 sec): 3 clusters
  Score: Raw -2629590.586088 + Penalty 11314.587435 = -2618275.998653
  nChanged 35
		SP:Iteration 41Q (31796.150000 sec): 3 clusters
  Score: Raw -2629603.626592 + Penalty 11314.587435 = -2618289.039157
  nChanged 39
		SP:Iteration 42Q (31796.220000 sec): 3 clusters
  Score: Raw -2629618.758336 + Penalty 11314.587435 = -2618304.170901
  nChanged 42
		SP:Iteration 43Q (31796.300000 sec): 3 clusters
  Score: Raw -2629630.851567 + Penalty 11314.587435 = -2618316.264132
  nChanged 22
		SP:Iteration 44Q (31796.370000 sec): 3 clusters
  Score: Raw -2629637.488358 + Penalty 11314.587435 = -2618322.900923
  nChanged 21
		SP:Iteration 45Q (31796.440000 sec): 3 clusters
  Score: Raw -2629644.582919 + Penalty 11314.587435 = -2618329.995484
  nChanged 16
		SP:Iteration 46Q (31796.520000 sec): 3 clusters
  Score: Raw -2629651.292031 + Penalty 11314.587435 = -2618336.704595
  nChanged 23
		SP:Iteration 47Q (31796.590000 sec): 3 clusters
  Score: Raw -2629662.048011 + Penalty 11314.587435 = -2618347.460576
  nChanged 22
		SP:Iteration 48Q (31796.660000 sec): 3 clusters
  Score: Raw -2629669.181894 + Penalty 11314.587435 = -2618354.594459
  nChanged 24
		SP:Iteration 49Q (31796.740000 sec): 3 clusters
  Score: Raw -2629676.899109 + Penalty 11314.587435 = -2618362.311674
  nChanged 26
		SP:Iteration 50Q (31796.810000 sec): 3 clusters
  Score: Raw -2629685.467773 + Penalty 11314.587435 = -2618370.880338
  nChanged 28
		SP:Iteration 51Q (31796.880000 sec): 3 clusters
  Score: Raw -2629694.582759 + Penalty 11314.587435 = -2618379.995324
  nChanged 26
		SP:Iteration 52Q (31796.960000 sec): 3 clusters
  Score: Raw -2629702.017388 + Penalty 11314.587435 = -2618387.429953
  nChanged 23
		SP:Iteration 53Q (31797.030000 sec): 3 clusters
  Score: Raw -2629709.447712 + Penalty 11314.587435 = -2618394.860277
  nChanged 21
		SP:Iteration 54Q (31797.100000 sec): 3 clusters
  Score: Raw -2629715.732561 + Penalty 11314.587435 = -2618401.145125
  nChanged 10
		SP:Iteration 55Q (31797.170000 sec): 3 clusters
  Score: Raw -2629718.489123 + Penalty 11314.587435 = -2618403.901688
  nChanged 4
		SP:Iteration 56Q (31797.240000 sec): 3 clusters
  Score: Raw -2629720.101637 + Penalty 11314.587435 = -2618405.514202
  nChanged 4
		SP:Iteration 57Q (31797.320000 sec): 3 clusters
  Score: Raw -2629721.628981 + Penalty 11314.587435 = -2618407.041546
  nChanged 8
		SP:Iteration 58Q (31797.390000 sec): 3 clusters
  Score: Raw -2629723.742937 + Penalty 11314.587435 = -2618409.155502
  nChanged 7
		SP:Iteration 59Q (31797.460000 sec): 3 clusters
  Score: Raw -2629725.191949 + Penalty 11314.587435 = -2618410.604514
  nChanged 6
		SP:Iteration 60F (31797.540000 sec): 3 clusters
  Score: Raw -2629726.996790 + Penalty 11314.587435 = -2618412.409355
  nChanged 5
		SP:Iteration 61Q (31797.610000 sec): 3 clusters
  Score: Raw -2629728.566874 + Penalty 11314.587435 = -2618413.979439
  nChanged 8
		SP:Iteration 62Q (31797.680000 sec): 3 clusters
  Score: Raw -2629731.081269 + Penalty 11314.587435 = -2618416.493834
  nChanged 4
		SP:Iteration 63Q (31797.760000 sec): 3 clusters
  Score: Raw -2629732.041559 + Penalty 11314.587435 = -2618417.454124
  nChanged 4
		SP:Iteration 64Q (31797.830000 sec): 3 clusters
  Score: Raw -2629733.153515 + Penalty 11314.587435 = -2618418.566079
  nChanged 2
		SP:Iteration 65Q (31797.900000 sec): 3 clusters
  Score: Raw -2629733.589813 + Penalty 11314.587435 = -2618419.002378
  nChanged 0
		SP:Iteration 66F (31797.980000 sec): 3 clusters
  Score: Raw -2629733.589813 + Penalty 11314.587435 = -2618419.002378
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31798.080000 sec): 2 clusters
  Score: Raw -3640098.760164 + Penalty 5856.240199 = -3634242.519965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31798.180000 sec): 3 clusters
  Score: Raw -3633073.707284 + Penalty 11712.480399 = -3621361.226886
  nChanged 5573
		SP:Iteration 1F (31798.290000 sec): 3 clusters
  Score: Raw -3636624.718719 + Penalty 11712.480399 = -3624912.238320
  nChanged 1240
		SP:Iteration 2F (31798.400000 sec): 3 clusters
  Score: Raw -3637857.526218 + Penalty 11712.480399 = -3626145.045819
  nChanged 1140
		SP:Iteration 3F (31798.510000 sec): 3 clusters
  Score: Raw -3639157.830174 + Penalty 11712.480399 = -3627445.349775
  nChanged 1102
		SP:Iteration 4F (31798.620000 sec): 3 clusters
  Score: Raw -3640412.029340 + Penalty 11712.480399 = -3628699.548941
  nChanged 940
		SP:Iteration 5F (31798.720000 sec): 3 clusters
  Score: Raw -3641360.889701 + Penalty 11712.480399 = -3629648.409302
  nChanged 773
		SP:Iteration 6F (31798.830000 sec): 3 clusters
  Score: Raw -3642009.269787 + Penalty 11712.480399 = -3630296.789389
  nChanged 608
		SP:Iteration 7Q (31798.930000 sec): 3 clusters
  Score: Raw -3642447.989179 + Penalty 11712.480399 = -3630735.508780
  nChanged 486
		SP:Iteration 8Q (31799.040000 sec): 3 clusters
  Score: Raw -3642720.124196 + Penalty 11712.480399 = -3631007.643797
  nChanged 318
		SP:Iteration 9Q (31799.140000 sec): 3 clusters
  Score: Raw -3642866.626616 + Penalty 11712.480399 = -3631154.146217
  nChanged 238
		SP:Iteration 10Q (31799.240000 sec): 3 clusters
  Score: Raw -3642960.553629 + Penalty 11712.480399 = -3631248.073231
  nChanged 155
		SP:Iteration 11Q (31799.340000 sec): 3 clusters
  Score: Raw -3643016.132483 + Penalty 11712.480399 = -3631303.652084
  nChanged 102
		SP:Iteration 12Q (31799.440000 sec): 3 clusters
  Score: Raw -3643050.486496 + Penalty 11712.480399 = -3631338.006097
  nChanged 91
		SP:Iteration 13Q (31799.540000 sec): 3 clusters
  Score: Raw -3643078.803957 + Penalty 11712.480399 = -3631366.323559
  nChanged 64
		SP:Iteration 14Q (31799.640000 sec): 3 clusters
  Score: Raw -3643100.178505 + Penalty 11712.480399 = -3631387.698106
  nChanged 62
		SP:Iteration 15Q (31799.740000 sec): 3 clusters
  Score: Raw -3643116.739914 + Penalty 11712.480399 = -3631404.259515
  nChanged 42
		SP:Iteration 16Q (31799.840000 sec): 3 clusters
  Score: Raw -3643127.652428 + Penalty 11712.480399 = -3631415.172029
  nChanged 40
		SP:Iteration 17Q (31799.940000 sec): 3 clusters
  Score: Raw -3643136.736071 + Penalty 11712.480399 = -3631424.255672
  nChanged 28
		SP:Iteration 18Q (31800.050000 sec): 3 clusters
  Score: Raw -3643145.784112 + Penalty 11712.480399 = -3631433.303713
  nChanged 33
		SP:Iteration 19Q (31800.150000 sec): 3 clusters
  Score: Raw -3643152.786544 + Penalty 11712.480399 = -3631440.306145
  nChanged 19
		SP:Iteration 20F (31800.250000 sec): 3 clusters
  Score: Raw -3643156.850128 + Penalty 11712.480399 = -3631444.369729
  nChanged 18
		SP:Iteration 21Q (31800.360000 sec): 3 clusters
  Score: Raw -3643161.576649 + Penalty 11712.480399 = -3631449.096250
  nChanged 18
		SP:Iteration 22Q (31800.460000 sec): 3 clusters
  Score: Raw -3643165.354436 + Penalty 11712.480399 = -3631452.874037
  nChanged 13
		SP:Iteration 23Q (31800.560000 sec): 3 clusters
  Score: Raw -3643168.145854 + Penalty 11712.480399 = -3631455.665455
  nChanged 15
		SP:Iteration 24Q (31800.660000 sec): 3 clusters
  Score: Raw -3643171.492213 + Penalty 11712.480399 = -3631459.011814
  nChanged 12
		SP:Iteration 25Q (31800.760000 sec): 3 clusters
  Score: Raw -3643174.775760 + Penalty 11712.480399 = -3631462.295361
  nChanged 10
		SP:Iteration 26Q (31800.860000 sec): 3 clusters
  Score: Raw -3643177.132239 + Penalty 11712.480399 = -3631464.651840
  nChanged 9
		SP:Iteration 27Q (31800.960000 sec): 3 clusters
  Score: Raw -3643179.078656 + Penalty 11712.480399 = -3631466.598257
  nChanged 10
		SP:Iteration 28Q (31801.060000 sec): 3 clusters
  Score: Raw -3643181.222174 + Penalty 11712.480399 = -3631468.741775
  nChanged 8
		SP:Iteration 29Q (31801.170000 sec): 3 clusters
  Score: Raw -3643182.996649 + Penalty 11712.480399 = -3631470.516250
  nChanged 11
		SP:Iteration 30Q (31801.270000 sec): 3 clusters
  Score: Raw -3643185.391637 + Penalty 11712.480399 = -3631472.911239
  nChanged 15
		SP:Iteration 31Q (31801.370000 sec): 3 clusters
  Score: Raw -3643189.012729 + Penalty 11712.480399 = -3631476.532330
  nChanged 9
		SP:Iteration 32Q (31801.470000 sec): 3 clusters
  Score: Raw -3643190.860003 + Penalty 11712.480399 = -3631478.379604
  nChanged 3
		SP:Iteration 33Q (31801.570000 sec): 3 clusters
  Score: Raw -3643191.242946 + Penalty 11712.480399 = -3631478.762547
  nChanged 1
		SP:Iteration 34Q (31801.670000 sec): 3 clusters
  Score: Raw -3643191.438357 + Penalty 11712.480399 = -3631478.957958
  nChanged 1
		SP:Iteration 35Q (31801.770000 sec): 3 clusters
  Score: Raw -3643191.590634 + Penalty 11712.480399 = -3631479.110235
  nChanged 0
		SP:Iteration 36F (31801.880000 sec): 3 clusters
  Score: Raw -3643191.590634 + Penalty 11712.480399 = -3631479.110235
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31802.300000 sec): 2 clusters
  Score: Raw -16652443.256662 + Penalty 6762.278562 = -16645680.978100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31802.770000 sec): 3 clusters
  Score: Raw -16615535.181936 + Penalty 13524.557124 = -16602010.624812
  nChanged 27719
		SP:Iteration 1F (31803.250000 sec): 3 clusters
  Score: Raw -16630418.026328 + Penalty 13524.557124 = -16616893.469204
  nChanged 3142
		SP:Iteration 2F (31803.720000 sec): 3 clusters
  Score: Raw -16631575.916745 + Penalty 13524.557124 = -16618051.359621
  nChanged 3016
		SP:Iteration 3Q (31804.190000 sec): 3 clusters
  Score: Raw -16632841.001905 + Penalty 13524.557124 = -16619316.444781
  nChanged 3176
		SP:Iteration 4F (31804.670000 sec): 3 clusters
  Score: Raw -16634597.540762 + Penalty 13524.557124 = -16621072.983638
  nChanged 3732
		SP:Iteration 5F (31805.140000 sec): 3 clusters
  Score: Raw -16637000.933974 + Penalty 13524.557124 = -16623476.376850
  nChanged 4167
		SP:Iteration 6F (31805.610000 sec): 3 clusters
  Score: Raw -16639767.550213 + Penalty 13524.557124 = -16626242.993089
  nChanged 4122
		SP:Iteration 7F (31806.090000 sec): 3 clusters
  Score: Raw -16642263.201381 + Penalty 13524.557124 = -16628738.644257
  nChanged 3569
		SP:Iteration 8F (31806.560000 sec): 3 clusters
  Score: Raw -16644082.615837 + Penalty 13524.557124 = -16630558.058713
  nChanged 2814
		SP:Iteration 9Q (31807.030000 sec): 3 clusters
  Score: Raw -16645262.411383 + Penalty 13524.557124 = -16631737.854259
  nChanged 2213
		SP:Iteration 10Q (31807.510000 sec): 3 clusters
  Score: Raw -16646093.898004 + Penalty 13524.557124 = -16632569.340880
  nChanged 1748
		SP:Iteration 11Q (31807.980000 sec): 3 clusters
  Score: Raw -16646722.368984 + Penalty 13524.557124 = -16633197.811860
  nChanged 1578
		SP:Iteration 12Q (31808.450000 sec): 3 clusters
  Score: Raw -16647280.287330 + Penalty 13524.557124 = -16633755.730206
  nChanged 1413
		SP:Iteration 13Q (31808.930000 sec): 3 clusters
  Score: Raw -16647771.095670 + Penalty 13524.557124 = -16634246.538546
  nChanged 1335
		SP:Iteration 14Q (31809.410000 sec): 3 clusters
  Score: Raw -16648255.562156 + Penalty 13524.557124 = -16634731.005032
  nChanged 1326
		SP:Iteration 15Q (31809.880000 sec): 3 clusters
  Score: Raw -16648767.293921 + Penalty 13524.557124 = -16635242.736797
  nChanged 1409
		SP:Iteration 16Q (31810.350000 sec): 3 clusters
  Score: Raw -16649354.350512 + Penalty 13524.557124 = -16635829.793388
  nChanged 1409
		SP:Iteration 17Q (31810.830000 sec): 3 clusters
  Score: Raw -16650015.089660 + Penalty 13524.557124 = -16636490.532536
  nChanged 1421
		SP:Iteration 18Q (31811.300000 sec): 3 clusters
  Score: Raw -16650704.437167 + Penalty 13524.557124 = -16637179.880043
  nChanged 1289
		SP:Iteration 19Q (31811.770000 sec): 3 clusters
  Score: Raw -16651359.939762 + Penalty 13524.557124 = -16637835.382638
  nChanged 1175
		SP:Iteration 20F (31812.240000 sec): 3 clusters
  Score: Raw -16651962.709680 + Penalty 13524.557124 = -16638438.152556
  nChanged 1034
		SP:Iteration 21Q (31812.690000 sec): 3 clusters
  Score: Raw -16652502.279921 + Penalty 13524.557124 = -16638977.722797
  nChanged 859
		SP:Iteration 22Q (31813.150000 sec): 3 clusters
  Score: Raw -16652940.353227 + Penalty 13524.557124 = -16639415.796103
  nChanged 695
		SP:Iteration 23Q (31813.580000 sec): 3 clusters
  Score: Raw -16653290.371219 + Penalty 13524.557124 = -16639765.814095
  nChanged 539
		SP:Iteration 24Q (31814.010000 sec): 3 clusters
  Score: Raw -16653545.183516 + Penalty 13524.557124 = -16640020.626392
  nChanged 445
		SP:Iteration 25Q (31814.430000 sec): 3 clusters
  Score: Raw -16653742.856765 + Penalty 13524.557124 = -16640218.299641
  nChanged 357
		SP:Iteration 26Q (31814.850000 sec): 3 clusters
  Score: Raw -16653885.050289 + Penalty 13524.557124 = -16640360.493165
  nChanged 265
		SP:Iteration 27Q (31815.260000 sec): 3 clusters
  Score: Raw -16653980.155330 + Penalty 13524.557124 = -16640455.598206
  nChanged 196
		SP:Iteration 28Q (31815.670000 sec): 3 clusters
  Score: Raw -16654050.984386 + Penalty 13524.557124 = -16640526.427262
  nChanged 170
		SP:Iteration 29Q (31816.070000 sec): 3 clusters
  Score: Raw -16654110.054029 + Penalty 13524.557124 = -16640585.496905
  nChanged 158
		SP:Iteration 30Q (31816.470000 sec): 3 clusters
  Score: Raw -16654165.235302 + Penalty 13524.557124 = -16640640.678178
  nChanged 136
		SP:Iteration 31Q (31816.880000 sec): 3 clusters
  Score: Raw -16654213.879418 + Penalty 13524.557124 = -16640689.322294
  nChanged 119
		SP:Iteration 32Q (31817.280000 sec): 3 clusters
  Score: Raw -16654257.941146 + Penalty 13524.557124 = -16640733.384022
  nChanged 103
		SP:Iteration 33Q (31817.670000 sec): 3 clusters
  Score: Raw -16654292.402234 + Penalty 13524.557124 = -16640767.845110
  nChanged 78
		SP:Iteration 34Q (31818.070000 sec): 3 clusters
  Score: Raw -16654317.702871 + Penalty 13524.557124 = -16640793.145747
  nChanged 70
		SP:Iteration 35Q (31818.470000 sec): 3 clusters
  Score: Raw -16654340.901612 + Penalty 13524.557124 = -16640816.344488
  nChanged 53
		SP:Iteration 36Q (31818.860000 sec): 3 clusters
  Score: Raw -16654358.178588 + Penalty 13524.557124 = -16640833.621464
  nChanged 49
		SP:Iteration 37Q (31819.260000 sec): 3 clusters
  Score: Raw -16654372.074410 + Penalty 13524.557124 = -16640847.517286
  nChanged 26
		SP:Iteration 38Q (31819.650000 sec): 3 clusters
  Score: Raw -16654377.791555 + Penalty 13524.557124 = -16640853.234431
  nChanged 20
		SP:Iteration 39Q (31820.040000 sec): 3 clusters
  Score: Raw -16654383.788697 + Penalty 13524.557124 = -16640859.231573
  nChanged 19
		SP:Iteration 40F (31820.510000 sec): 3 clusters
  Score: Raw -16654389.820532 + Penalty 13524.557124 = -16640865.263408
  nChanged 22
		SP:Iteration 41Q (31820.910000 sec): 3 clusters
  Score: Raw -16654396.686527 + Penalty 13524.557124 = -16640872.129403
  nChanged 24
		SP:Iteration 42Q (31821.300000 sec): 3 clusters
  Score: Raw -16654404.652861 + Penalty 13524.557124 = -16640880.095737
  nChanged 23
		SP:Iteration 43Q (31821.690000 sec): 3 clusters
  Score: Raw -16654411.737510 + Penalty 13524.557124 = -16640887.180387
  nChanged 15
		SP:Iteration 44Q (31822.080000 sec): 3 clusters
  Score: Raw -16654416.284256 + Penalty 13524.557124 = -16640891.727132
  nChanged 16
		SP:Iteration 45Q (31822.470000 sec): 3 clusters
  Score: Raw -16654420.773934 + Penalty 13524.557124 = -16640896.216810
  nChanged 18
		SP:Iteration 46Q (31822.860000 sec): 3 clusters
  Score: Raw -16654426.282335 + Penalty 13524.557124 = -16640901.725211
  nChanged 21
		SP:Iteration 47Q (31823.250000 sec): 3 clusters
  Score: Raw -16654432.008535 + Penalty 13524.557124 = -16640907.451411
  nChanged 24
		SP:Iteration 48Q (31823.630000 sec): 3 clusters
  Score: Raw -16654439.750085 + Penalty 13524.557124 = -16640915.192961
  nChanged 20
		SP:Iteration 49Q (31824.030000 sec): 3 clusters
  Score: Raw -16654444.939685 + Penalty 13524.557124 = -16640920.382561
  nChanged 18
		SP:Iteration 50Q (31824.410000 sec): 3 clusters
  Score: Raw -16654449.776746 + Penalty 13524.557124 = -16640925.219622
  nChanged 18
		SP:Iteration 51Q (31824.800000 sec): 3 clusters
  Score: Raw -16654455.278465 + Penalty 13524.557124 = -16640930.721342
  nChanged 17
		SP:Iteration 52Q (31825.190000 sec): 3 clusters
  Score: Raw -16654459.584769 + Penalty 13524.557124 = -16640935.027645
  nChanged 5
		SP:Iteration 53Q (31825.570000 sec): 3 clusters
  Score: Raw -16654462.007591 + Penalty 13524.557124 = -16640937.450467
  nChanged 8
		SP:Iteration 54Q (31825.960000 sec): 3 clusters
  Score: Raw -16654463.718839 + Penalty 13524.557124 = -16640939.161715
  nChanged 3
		SP:Iteration 55Q (31826.350000 sec): 3 clusters
  Score: Raw -16654464.895709 + Penalty 13524.557124 = -16640940.338585
  nChanged 2
		SP:Iteration 56Q (31826.730000 sec): 3 clusters
  Score: Raw -16654465.217724 + Penalty 13524.557124 = -16640940.660600
  nChanged 0
		SP:Iteration 57F (31827.210000 sec): 3 clusters
  Score: Raw -16654465.217724 + Penalty 13524.557124 = -16640940.660600
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (16781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31827.350000 sec): 2 clusters
  Score: Raw -4446444.354838 + Penalty 5958.401576 = -4440485.953262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31827.470000 sec): 3 clusters
  Score: Raw -4437911.090890 + Penalty 11916.803152 = -4425994.287738
  nChanged 6658
		SP:Iteration 1F (31827.600000 sec): 3 clusters
  Score: Raw -4441452.352012 + Penalty 11916.803152 = -4429535.548860
  nChanged 1195
		SP:Iteration 2F (31827.730000 sec): 3 clusters
  Score: Raw -4442088.835614 + Penalty 11916.803152 = -4430172.032462
  nChanged 854
		SP:Iteration 3F (31827.860000 sec): 3 clusters
  Score: Raw -4442525.762433 + Penalty 11916.803152 = -4430608.959281
  nChanged 688
		SP:Iteration 4Q (31827.990000 sec): 3 clusters
  Score: Raw -4442858.727361 + Penalty 11916.803152 = -4430941.924209
  nChanged 560
		SP:Iteration 5Q (31828.120000 sec): 3 clusters
  Score: Raw -4443117.745576 + Penalty 11916.803152 = -4431200.942424
  nChanged 485
		SP:Iteration 6Q (31828.250000 sec): 3 clusters
  Score: Raw -4443338.083711 + Penalty 11916.803152 = -4431421.280559
  nChanged 487
		SP:Iteration 7Q (31828.370000 sec): 3 clusters
  Score: Raw -4443569.346597 + Penalty 11916.803152 = -4431652.543445
  nChanged 484
		SP:Iteration 8Q (31828.500000 sec): 3 clusters
  Score: Raw -4443800.665676 + Penalty 11916.803152 = -4431883.862524
  nChanged 480
		SP:Iteration 9Q (31828.630000 sec): 3 clusters
  Score: Raw -4444038.845829 + Penalty 11916.803152 = -4432122.042677
  nChanged 501
		SP:Iteration 10Q (31828.760000 sec): 3 clusters
  Score: Raw -4444297.736607 + Penalty 11916.803152 = -4432380.933455
  nChanged 454
		SP:Iteration 11Q (31828.890000 sec): 3 clusters
  Score: Raw -4444532.117417 + Penalty 11916.803152 = -4432615.314265
  nChanged 463
		SP:Iteration 12Q (31829.010000 sec): 3 clusters
  Score: Raw -4444790.937229 + Penalty 11916.803152 = -4432874.134077
  nChanged 506
		SP:Iteration 13Q (31829.140000 sec): 3 clusters
  Score: Raw -4445089.257308 + Penalty 11916.803152 = -4433172.454156
  nChanged 517
		SP:Iteration 14Q (31829.270000 sec): 3 clusters
  Score: Raw -4445391.477375 + Penalty 11916.803152 = -4433474.674223
  nChanged 468
		SP:Iteration 15Q (31829.390000 sec): 3 clusters
  Score: Raw -4445669.173301 + Penalty 11916.803152 = -4433752.370149
  nChanged 465
		SP:Iteration 16Q (31829.510000 sec): 3 clusters
  Score: Raw -4445959.030242 + Penalty 11916.803152 = -4434042.227090
  nChanged 420
		SP:Iteration 17Q (31829.640000 sec): 3 clusters
  Score: Raw -4446232.876630 + Penalty 11916.803152 = -4434316.073478
  nChanged 370
		SP:Iteration 18Q (31829.770000 sec): 3 clusters
  Score: Raw -4446475.965454 + Penalty 11916.803152 = -4434559.162302
  nChanged 320
		SP:Iteration 19Q (31829.890000 sec): 3 clusters
  Score: Raw -4446705.768763 + Penalty 11916.803152 = -4434788.965612
  nChanged 277
		SP:Iteration 20F (31830.010000 sec): 3 clusters
  Score: Raw -4446915.754502 + Penalty 11916.803152 = -4434998.951350
  nChanged 218
		SP:Iteration 21Q (31830.130000 sec): 3 clusters
  Score: Raw -4447083.172542 + Penalty 11916.803152 = -4435166.369390
  nChanged 188
		SP:Iteration 22Q (31830.250000 sec): 3 clusters
  Score: Raw -4447221.104879 + Penalty 11916.803152 = -4435304.301727
  nChanged 148
		SP:Iteration 23Q (31830.370000 sec): 3 clusters
  Score: Raw -4447330.411268 + Penalty 11916.803152 = -4435413.608116
  nChanged 106
		SP:Iteration 24Q (31830.480000 sec): 3 clusters
  Score: Raw -4447412.407432 + Penalty 11916.803152 = -4435495.604280
  nChanged 81
		SP:Iteration 25Q (31830.600000 sec): 3 clusters
  Score: Raw -4447473.040432 + Penalty 11916.803152 = -4435556.237280
  nChanged 65
		SP:Iteration 26Q (31830.710000 sec): 3 clusters
  Score: Raw -4447526.841481 + Penalty 11916.803152 = -4435610.038329
  nChanged 54
		SP:Iteration 27Q (31830.820000 sec): 3 clusters
  Score: Raw -4447568.670519 + Penalty 11916.803152 = -4435651.867367
  nChanged 39
		SP:Iteration 28Q (31830.930000 sec): 3 clusters
  Score: Raw -4447592.817443 + Penalty 11916.803152 = -4435676.014291
  nChanged 15
		SP:Iteration 29Q (31831.040000 sec): 3 clusters
  Score: Raw -4447602.358002 + Penalty 11916.803152 = -4435685.554850
  nChanged 11
		SP:Iteration 30Q (31831.150000 sec): 3 clusters
  Score: Raw -4447609.705439 + Penalty 11916.803152 = -4435692.902287
  nChanged 13
		SP:Iteration 31Q (31831.260000 sec): 3 clusters
  Score: Raw -4447618.220646 + Penalty 11916.803152 = -4435701.417494
  nChanged 11
		SP:Iteration 32Q (31831.370000 sec): 3 clusters
  Score: Raw -4447625.438669 + Penalty 11916.803152 = -4435708.635517
  nChanged 17
		SP:Iteration 33Q (31831.480000 sec): 3 clusters
  Score: Raw -4447635.008298 + Penalty 11916.803152 = -4435718.205146
  nChanged 12
		SP:Iteration 34Q (31831.590000 sec): 3 clusters
  Score: Raw -4447644.177030 + Penalty 11916.803152 = -4435727.373878
  nChanged 9
		SP:Iteration 35Q (31831.700000 sec): 3 clusters
  Score: Raw -4447649.510459 + Penalty 11916.803152 = -4435732.707307
  nChanged 5
		SP:Iteration 36Q (31831.810000 sec): 3 clusters
  Score: Raw -4447653.130114 + Penalty 11916.803152 = -4435736.326962
  nChanged 4
		SP:Iteration 37Q (31831.920000 sec): 3 clusters
  Score: Raw -4447657.158372 + Penalty 11916.803152 = -4435740.355220
  nChanged 7
		SP:Iteration 38Q (31832.030000 sec): 3 clusters
  Score: Raw -4447661.170635 + Penalty 11916.803152 = -4435744.367483
  nChanged 10
		SP:Iteration 39Q (31832.140000 sec): 3 clusters
  Score: Raw -4447668.791132 + Penalty 11916.803152 = -4435751.987980
  nChanged 8
		SP:Iteration 40F (31832.260000 sec): 3 clusters
  Score: Raw -4447674.118269 + Penalty 11916.803152 = -4435757.315117
  nChanged 5
		SP:Iteration 41Q (31832.380000 sec): 3 clusters
  Score: Raw -4447678.028269 + Penalty 11916.803152 = -4435761.225117
  nChanged 5
		SP:Iteration 42Q (31832.490000 sec): 3 clusters
  Score: Raw -4447684.143627 + Penalty 11916.803152 = -4435767.340475
  nChanged 9
		SP:Iteration 43Q (31832.590000 sec): 3 clusters
  Score: Raw -4447688.670510 + Penalty 11916.803152 = -4435771.867358
  nChanged 6
		SP:Iteration 44Q (31832.700000 sec): 3 clusters
  Score: Raw -4447695.293418 + Penalty 11916.803152 = -4435778.490266
  nChanged 6
		SP:Iteration 45Q (31832.810000 sec): 3 clusters
  Score: Raw -4447699.683111 + Penalty 11916.803152 = -4435782.879960
  nChanged 2
		SP:Iteration 46Q (31832.920000 sec): 3 clusters
  Score: Raw -4447701.176507 + Penalty 11916.803152 = -4435784.373355
  nChanged 2
		SP:Iteration 47Q (31833.030000 sec): 3 clusters
  Score: Raw -4447702.482147 + Penalty 11916.803152 = -4435785.678995
  nChanged 3
		SP:Iteration 48Q (31833.130000 sec): 3 clusters
  Score: Raw -4447704.415772 + Penalty 11916.803152 = -4435787.612620
  nChanged 0
		SP:Iteration 49F (31833.260000 sec): 3 clusters
  Score: Raw -4447704.415772 + Penalty 11916.803152 = -4435787.612620
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (47170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31833.570000 sec): 2 clusters
  Score: Raw -12354943.890099 + Penalty 6591.426943 = -12348352.463156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31833.930000 sec): 3 clusters
  Score: Raw -12327645.896776 + Penalty 13182.853886 = -12314463.042890
  nChanged 20689
		SP:Iteration 1F (31834.290000 sec): 3 clusters
  Score: Raw -12338755.621983 + Penalty 13182.853886 = -12325572.768097
  nChanged 2535
		SP:Iteration 2F (31834.650000 sec): 3 clusters
  Score: Raw -12339752.845403 + Penalty 13182.853886 = -12326569.991517
  nChanged 2168
		SP:Iteration 3Q (31835.010000 sec): 3 clusters
  Score: Raw -12340661.512531 + Penalty 13182.853886 = -12327478.658645
  nChanged 2047
		SP:Iteration 4Q (31835.370000 sec): 3 clusters
  Score: Raw -12341577.965244 + Penalty 13182.853886 = -12328395.111359
  nChanged 2004
		SP:Iteration 5Q (31835.730000 sec): 3 clusters
  Score: Raw -12342535.634843 + Penalty 13182.853886 = -12329352.780957
  nChanged 1941
		SP:Iteration 6Q (31836.090000 sec): 3 clusters
  Score: Raw -12343478.172188 + Penalty 13182.853886 = -12330295.318302
  nChanged 1932
		SP:Iteration 7Q (31836.450000 sec): 3 clusters
  Score: Raw -12344369.380746 + Penalty 13182.853886 = -12331186.526860
  nChanged 1905
		SP:Iteration 8Q (31836.810000 sec): 3 clusters
  Score: Raw -12345207.890891 + Penalty 13182.853886 = -12332025.037005
  nChanged 1831
		SP:Iteration 9Q (31837.160000 sec): 3 clusters
  Score: Raw -12345998.425139 + Penalty 13182.853886 = -12332815.571253
  nChanged 1698
		SP:Iteration 10Q (31837.520000 sec): 3 clusters
  Score: Raw -12346678.863826 + Penalty 13182.853886 = -12333496.009940
  nChanged 1588
		SP:Iteration 11Q (31837.870000 sec): 3 clusters
  Score: Raw -12347272.295189 + Penalty 13182.853886 = -12334089.441303
  nChanged 1466
		SP:Iteration 12Q (31838.220000 sec): 3 clusters
  Score: Raw -12347794.663085 + Penalty 13182.853886 = -12334611.809199
  nChanged 1372
		SP:Iteration 13Q (31838.570000 sec): 3 clusters
  Score: Raw -12348257.917539 + Penalty 13182.853886 = -12335075.063653
  nChanged 1233
		SP:Iteration 14Q (31838.920000 sec): 3 clusters
  Score: Raw -12348637.843476 + Penalty 13182.853886 = -12335454.989590
  nChanged 1081
		SP:Iteration 15Q (31839.270000 sec): 3 clusters
  Score: Raw -12348934.850324 + Penalty 13182.853886 = -12335751.996438
  nChanged 902
		SP:Iteration 16Q (31839.610000 sec): 3 clusters
  Score: Raw -12349167.175957 + Penalty 13182.853886 = -12335984.322071
  nChanged 764
		SP:Iteration 17Q (31839.960000 sec): 3 clusters
  Score: Raw -12349348.839291 + Penalty 13182.853886 = -12336165.985405
  nChanged 680
		SP:Iteration 18Q (31840.310000 sec): 3 clusters
  Score: Raw -12349499.522499 + Penalty 13182.853886 = -12336316.668613
  nChanged 588
		SP:Iteration 19Q (31840.660000 sec): 3 clusters
  Score: Raw -12349625.634010 + Penalty 13182.853886 = -12336442.780124
  nChanged 557
		SP:Iteration 20F (31841.010000 sec): 3 clusters
  Score: Raw -12349741.077867 + Penalty 13182.853886 = -12336558.223981
  nChanged 518
		SP:Iteration 21Q (31841.360000 sec): 3 clusters
  Score: Raw -12349841.913864 + Penalty 13182.853886 = -12336659.059978
  nChanged 473
		SP:Iteration 22Q (31841.710000 sec): 3 clusters
  Score: Raw -12349933.380913 + Penalty 13182.853886 = -12336750.527027
  nChanged 474
		SP:Iteration 23Q (31842.050000 sec): 3 clusters
  Score: Raw -12350026.285617 + Penalty 13182.853886 = -12336843.431731
  nChanged 489
		SP:Iteration 24Q (31842.400000 sec): 3 clusters
  Score: Raw -12350118.532411 + Penalty 13182.853886 = -12336935.678525
  nChanged 456
		SP:Iteration 25Q (31842.750000 sec): 3 clusters
  Score: Raw -12350200.246277 + Penalty 13182.853886 = -12337017.392391
  nChanged 478
		SP:Iteration 26Q (31843.090000 sec): 3 clusters
  Score: Raw -12350283.920008 + Penalty 13182.853886 = -12337101.066122
  nChanged 430
		SP:Iteration 27Q (31843.440000 sec): 3 clusters
  Score: Raw -12350360.379814 + Penalty 13182.853886 = -12337177.525928
  nChanged 465
		SP:Iteration 28Q (31843.780000 sec): 3 clusters
  Score: Raw -12350450.681794 + Penalty 13182.853886 = -12337267.827908
  nChanged 501
		SP:Iteration 29Q (31844.130000 sec): 3 clusters
  Score: Raw -12350555.368569 + Penalty 13182.853886 = -12337372.514683
  nChanged 537
		SP:Iteration 30Q (31844.470000 sec): 3 clusters
  Score: Raw -12350669.128978 + Penalty 13182.853886 = -12337486.275092
  nChanged 550
		SP:Iteration 31Q (31844.810000 sec): 3 clusters
  Score: Raw -12350794.782243 + Penalty 13182.853886 = -12337611.928357
  nChanged 576
		SP:Iteration 32Q (31845.160000 sec): 3 clusters
  Score: Raw -12350932.942988 + Penalty 13182.853886 = -12337750.089102
  nChanged 671
		SP:Iteration 33Q (31845.500000 sec): 3 clusters
  Score: Raw -12351102.507037 + Penalty 13182.853886 = -12337919.653151
  nChanged 688
		SP:Iteration 34Q (31845.840000 sec): 3 clusters
  Score: Raw -12351285.297748 + Penalty 13182.853886 = -12338102.443862
  nChanged 656
		SP:Iteration 35Q (31846.180000 sec): 3 clusters
  Score: Raw -12351468.332172 + Penalty 13182.853886 = -12338285.478287
  nChanged 706
		SP:Iteration 36Q (31846.520000 sec): 3 clusters
  Score: Raw -12351670.127915 + Penalty 13182.853886 = -12338487.274029
  nChanged 714
		SP:Iteration 37Q (31846.850000 sec): 3 clusters
  Score: Raw -12351881.531875 + Penalty 13182.853886 = -12338698.677989
  nChanged 732
		SP:Iteration 38Q (31847.190000 sec): 3 clusters
  Score: Raw -12352099.907303 + Penalty 13182.853886 = -12338917.053417
  nChanged 741
		SP:Iteration 39Q (31847.520000 sec): 3 clusters
  Score: Raw -12352346.474669 + Penalty 13182.853886 = -12339163.620783
  nChanged 716
		SP:Iteration 40F (31847.880000 sec): 3 clusters
  Score: Raw -12352589.603020 + Penalty 13182.853886 = -12339406.749134
  nChanged 708
		SP:Iteration 41Q (31848.210000 sec): 3 clusters
  Score: Raw -12352849.464676 + Penalty 13182.853886 = -12339666.610791
  nChanged 739
		SP:Iteration 42Q (31848.540000 sec): 3 clusters
  Score: Raw -12353136.353312 + Penalty 13182.853886 = -12339953.499426
  nChanged 687
		SP:Iteration 43Q (31848.860000 sec): 3 clusters
  Score: Raw -12353396.058786 + Penalty 13182.853886 = -12340213.204900
  nChanged 648
		SP:Iteration 44Q (31849.180000 sec): 3 clusters
  Score: Raw -12353646.760786 + Penalty 13182.853886 = -12340463.906900
  nChanged 598
		SP:Iteration 45Q (31849.500000 sec): 3 clusters
  Score: Raw -12353892.398632 + Penalty 13182.853886 = -12340709.544746
  nChanged 562
		SP:Iteration 46Q (31849.810000 sec): 3 clusters
  Score: Raw -12354134.181135 + Penalty 13182.853886 = -12340951.327249
  nChanged 527
		SP:Iteration 47Q (31850.120000 sec): 3 clusters
  Score: Raw -12354347.775871 + Penalty 13182.853886 = -12341164.921985
  nChanged 468
		SP:Iteration 48Q (31850.430000 sec): 3 clusters
  Score: Raw -12354559.145480 + Penalty 13182.853886 = -12341376.291594
  nChanged 451
		SP:Iteration 49Q (31850.730000 sec): 3 clusters
  Score: Raw -12354766.853645 + Penalty 13182.853886 = -12341583.999759
  nChanged 409
		SP:Iteration 50Q (31851.030000 sec): 3 clusters
  Score: Raw -12354965.639206 + Penalty 13182.853886 = -12341782.785320
  nChanged 384
		SP:Iteration 51Q (31851.320000 sec): 3 clusters
  Score: Raw -12355152.290301 + Penalty 13182.853886 = -12341969.436415
  nChanged 301
		SP:Iteration 52Q (31851.610000 sec): 3 clusters
  Score: Raw -12355285.475209 + Penalty 13182.853886 = -12342102.621323
  nChanged 236
		SP:Iteration 53Q (31851.900000 sec): 3 clusters
  Score: Raw -12355387.010423 + Penalty 13182.853886 = -12342204.156537
  nChanged 203
		SP:Iteration 54Q (31852.190000 sec): 3 clusters
  Score: Raw -12355471.466955 + Penalty 13182.853886 = -12342288.613069
  nChanged 183
		SP:Iteration 55Q (31852.470000 sec): 3 clusters
  Score: Raw -12355549.500087 + Penalty 13182.853886 = -12342366.646201
  nChanged 171
		SP:Iteration 56Q (31852.750000 sec): 3 clusters
  Score: Raw -12355618.946643 + Penalty 13182.853886 = -12342436.092757
  nChanged 141
		SP:Iteration 57Q (31853.030000 sec): 3 clusters
  Score: Raw -12355672.112222 + Penalty 13182.853886 = -12342489.258336
  nChanged 98
		SP:Iteration 58Q (31853.300000 sec): 3 clusters
  Score: Raw -12355706.428472 + Penalty 13182.853886 = -12342523.574586
  nChanged 85
		SP:Iteration 59Q (31853.580000 sec): 3 clusters
  Score: Raw -12355735.520182 + Penalty 13182.853886 = -12342552.666296
  nChanged 68
		SP:Iteration 60F (31853.930000 sec): 3 clusters
  Score: Raw -12355757.803294 + Penalty 13182.853886 = -12342574.949408
  nChanged 56
		SP:Iteration 61Q (31854.210000 sec): 3 clusters
  Score: Raw -12355772.112444 + Penalty 13182.853886 = -12342589.258558
  nChanged 40
		SP:Iteration 62Q (31854.480000 sec): 3 clusters
  Score: Raw -12355783.711718 + Penalty 13182.853886 = -12342600.857832
  nChanged 38
		SP:Iteration 63Q (31854.750000 sec): 3 clusters
  Score: Raw -12355794.269813 + Penalty 13182.853886 = -12342611.415927
  nChanged 31
		SP:Iteration 64Q (31855.030000 sec): 3 clusters
  Score: Raw -12355803.690781 + Penalty 13182.853886 = -12342620.836895
  nChanged 30
		SP:Iteration 65Q (31855.300000 sec): 3 clusters
  Score: Raw -12355814.159242 + Penalty 13182.853886 = -12342631.305356
  nChanged 26
		SP:Iteration 66Q (31855.570000 sec): 3 clusters
  Score: Raw -12355820.760775 + Penalty 13182.853886 = -12342637.906889
  nChanged 20
		SP:Iteration 67Q (31855.850000 sec): 3 clusters
  Score: Raw -12355826.199370 + Penalty 13182.853886 = -12342643.345484
  nChanged 19
		SP:Iteration 68Q (31856.120000 sec): 3 clusters
  Score: Raw -12355832.905482 + Penalty 13182.853886 = -12342650.051596
  nChanged 21
		SP:Iteration 69Q (31856.390000 sec): 3 clusters
  Score: Raw -12355841.098017 + Penalty 13182.853886 = -12342658.244131
  nChanged 27
		SP:Iteration 70Q (31856.660000 sec): 3 clusters
  Score: Raw -12355852.362852 + Penalty 13182.853886 = -12342669.508966
  nChanged 30
		SP:Iteration 71Q (31856.940000 sec): 3 clusters
  Score: Raw -12355862.038945 + Penalty 13182.853886 = -12342679.185059
  nChanged 26
		SP:Iteration 72Q (31857.200000 sec): 3 clusters
  Score: Raw -12355872.131482 + Penalty 13182.853886 = -12342689.277596
  nChanged 26
		SP:Iteration 73Q (31857.480000 sec): 3 clusters
  Score: Raw -12355881.388826 + Penalty 13182.853886 = -12342698.534940
  nChanged 26
		SP:Iteration 74Q (31857.740000 sec): 3 clusters
  Score: Raw -12355889.660541 + Penalty 13182.853886 = -12342706.806655
  nChanged 29
		SP:Iteration 75Q (31858.020000 sec): 3 clusters
  Score: Raw -12355899.668608 + Penalty 13182.853886 = -12342716.814722
  nChanged 31
		SP:Iteration 76Q (31858.280000 sec): 3 clusters
  Score: Raw -12355909.701707 + Penalty 13182.853886 = -12342726.847821
  nChanged 28
		SP:Iteration 77Q (31858.550000 sec): 3 clusters
  Score: Raw -12355919.371296 + Penalty 13182.853886 = -12342736.517410
  nChanged 20
		SP:Iteration 78Q (31858.820000 sec): 3 clusters
  Score: Raw -12355925.457635 + Penalty 13182.853886 = -12342742.603749
  nChanged 16
		SP:Iteration 79Q (31859.090000 sec): 3 clusters
  Score: Raw -12355930.269855 + Penalty 13182.853886 = -12342747.415969
  nChanged 16
		SP:Iteration 80F (31859.450000 sec): 3 clusters
  Score: Raw -12355935.078557 + Penalty 13182.853886 = -12342752.224671
  nChanged 14
		SP:Iteration 81Q (31859.720000 sec): 3 clusters
  Score: Raw -12355938.791677 + Penalty 13182.853886 = -12342755.937791
  nChanged 7
		SP:Iteration 82Q (31859.980000 sec): 3 clusters
  Score: Raw -12355940.776066 + Penalty 13182.853886 = -12342757.922180
  nChanged 6
		SP:Iteration 83Q (31860.250000 sec): 3 clusters
  Score: Raw -12355942.665471 + Penalty 13182.853886 = -12342759.811585
  nChanged 3
		SP:Iteration 84Q (31860.520000 sec): 3 clusters
  Score: Raw -12355943.729639 + Penalty 13182.853886 = -12342760.875753
  nChanged 5
		SP:Iteration 85Q (31860.790000 sec): 3 clusters
  Score: Raw -12355945.858243 + Penalty 13182.853886 = -12342763.004357
  nChanged 6
		SP:Iteration 86Q (31861.050000 sec): 3 clusters
  Score: Raw -12355947.374852 + Penalty 13182.853886 = -12342764.520966
  nChanged 1
		SP:Iteration 87Q (31861.320000 sec): 3 clusters
  Score: Raw -12355947.949990 + Penalty 13182.853886 = -12342765.096104
  nChanged 0
		SP:Iteration 88F (31861.680000 sec): 3 clusters
  Score: Raw -12355947.949990 + Penalty 13182.853886 = -12342765.096104
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (6988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31861.750000 sec): 2 clusters
  Score: Raw -1857299.298363 + Penalty 5421.819174 = -1851877.479190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31861.800000 sec): 3 clusters
  Score: Raw -1854345.483663 + Penalty 10843.638347 = -1843501.845316
  nChanged 2433
		SP:Iteration 1F (31861.850000 sec): 3 clusters
  Score: Raw -1855890.992191 + Penalty 10843.638347 = -1845047.353843
  nChanged 522
		SP:Iteration 2F (31861.900000 sec): 3 clusters
  Score: Raw -1856266.538977 + Penalty 10843.638347 = -1845422.900630
  nChanged 284
		SP:Iteration 3Q (31861.960000 sec): 3 clusters
  Score: Raw -1856455.460151 + Penalty 10843.638347 = -1845611.821804
  nChanged 188
		SP:Iteration 4Q (31862.010000 sec): 3 clusters
  Score: Raw -1856563.866515 + Penalty 10843.638347 = -1845720.228168
  nChanged 132
		SP:Iteration 5Q (31862.060000 sec): 3 clusters
  Score: Raw -1856637.540284 + Penalty 10843.638347 = -1845793.901937
  nChanged 107
		SP:Iteration 6Q (31862.110000 sec): 3 clusters
  Score: Raw -1856701.390189 + Penalty 10843.638347 = -1845857.751842
  nChanged 96
		SP:Iteration 7Q (31862.160000 sec): 3 clusters
  Score: Raw -1856754.215493 + Penalty 10843.638347 = -1845910.577146
  nChanged 82
		SP:Iteration 8Q (31862.220000 sec): 3 clusters
  Score: Raw -1856806.507395 + Penalty 10843.638347 = -1845962.869048
  nChanged 83
		SP:Iteration 9Q (31862.270000 sec): 3 clusters
  Score: Raw -1856855.021302 + Penalty 10843.638347 = -1846011.382954
  nChanged 65
		SP:Iteration 10Q (31862.320000 sec): 3 clusters
  Score: Raw -1856896.666890 + Penalty 10843.638347 = -1846053.028543
  nChanged 73
		SP:Iteration 11Q (31862.370000 sec): 3 clusters
  Score: Raw -1856936.769753 + Penalty 10843.638347 = -1846093.131406
  nChanged 60
		SP:Iteration 12Q (31862.420000 sec): 3 clusters
  Score: Raw -1856970.099429 + Penalty 10843.638347 = -1846126.461082
  nChanged 58
		SP:Iteration 13Q (31862.480000 sec): 3 clusters
  Score: Raw -1856996.366618 + Penalty 10843.638347 = -1846152.728271
  nChanged 52
		SP:Iteration 14Q (31862.520000 sec): 3 clusters
  Score: Raw -1857021.561280 + Penalty 10843.638347 = -1846177.922933
  nChanged 66
		SP:Iteration 15Q (31862.580000 sec): 3 clusters
  Score: Raw -1857057.999047 + Penalty 10843.638347 = -1846214.360700
  nChanged 65
		SP:Iteration 16Q (31862.630000 sec): 3 clusters
  Score: Raw -1857092.396632 + Penalty 10843.638347 = -1846248.758284
  nChanged 60
		SP:Iteration 17Q (31862.680000 sec): 3 clusters
  Score: Raw -1857121.646097 + Penalty 10843.638347 = -1846278.007750
  nChanged 39
		SP:Iteration 18Q (31862.730000 sec): 3 clusters
  Score: Raw -1857145.192519 + Penalty 10843.638347 = -1846301.554171
  nChanged 47
		SP:Iteration 19Q (31862.780000 sec): 3 clusters
  Score: Raw -1857169.493134 + Penalty 10843.638347 = -1846325.854787
  nChanged 47
		SP:Iteration 20F (31862.840000 sec): 3 clusters
  Score: Raw -1857193.014893 + Penalty 10843.638347 = -1846349.376545
  nChanged 39
		SP:Iteration 21Q (31862.880000 sec): 3 clusters
  Score: Raw -1857214.725081 + Penalty 10843.638347 = -1846371.086734
  nChanged 41
		SP:Iteration 22Q (31862.940000 sec): 3 clusters
  Score: Raw -1857235.373325 + Penalty 10843.638347 = -1846391.734977
  nChanged 41
		SP:Iteration 23Q (31862.990000 sec): 3 clusters
  Score: Raw -1857253.244558 + Penalty 10843.638347 = -1846409.606210
  nChanged 33
		SP:Iteration 24Q (31863.040000 sec): 3 clusters
  Score: Raw -1857269.433866 + Penalty 10843.638347 = -1846425.795518
  nChanged 35
		SP:Iteration 25Q (31863.090000 sec): 3 clusters
  Score: Raw -1857283.923700 + Penalty 10843.638347 = -1846440.285352
  nChanged 29
		SP:Iteration 26Q (31863.140000 sec): 3 clusters
  Score: Raw -1857295.406989 + Penalty 10843.638347 = -1846451.768641
  nChanged 11
		SP:Iteration 27Q (31863.190000 sec): 3 clusters
  Score: Raw -1857300.022539 + Penalty 10843.638347 = -1846456.384191
  nChanged 11
		SP:Iteration 28Q (31863.240000 sec): 3 clusters
  Score: Raw -1857304.223221 + Penalty 10843.638347 = -1846460.584874
  nChanged 9
		SP:Iteration 29Q (31863.300000 sec): 3 clusters
  Score: Raw -1857308.426986 + Penalty 10843.638347 = -1846464.788639
  nChanged 13
		SP:Iteration 30Q (31863.340000 sec): 3 clusters
  Score: Raw -1857313.943355 + Penalty 10843.638347 = -1846470.305008
  nChanged 16
		SP:Iteration 31Q (31863.400000 sec): 3 clusters
  Score: Raw -1857321.216455 + Penalty 10843.638347 = -1846477.578108
  nChanged 16
		SP:Iteration 32Q (31863.450000 sec): 3 clusters
  Score: Raw -1857328.289015 + Penalty 10843.638347 = -1846484.650668
  nChanged 17
		SP:Iteration 33Q (31863.500000 sec): 3 clusters
  Score: Raw -1857337.126205 + Penalty 10843.638347 = -1846493.487858
  nChanged 11
		SP:Iteration 34Q (31863.550000 sec): 3 clusters
  Score: Raw -1857341.998407 + Penalty 10843.638347 = -1846498.360060
  nChanged 12
		SP:Iteration 35Q (31863.600000 sec): 3 clusters
  Score: Raw -1857347.207845 + Penalty 10843.638347 = -1846503.569497
  nChanged 13
		SP:Iteration 36Q (31863.650000 sec): 3 clusters
  Score: Raw -1857353.068325 + Penalty 10843.638347 = -1846509.429978
  nChanged 14
		SP:Iteration 37Q (31863.700000 sec): 3 clusters
  Score: Raw -1857359.583100 + Penalty 10843.638347 = -1846515.944752
  nChanged 11
		SP:Iteration 38Q (31863.750000 sec): 3 clusters
  Score: Raw -1857364.742055 + Penalty 10843.638347 = -1846521.103708
  nChanged 11
		SP:Iteration 39Q (31863.800000 sec): 3 clusters
  Score: Raw -1857368.304981 + Penalty 10843.638347 = -1846524.666633
  nChanged 8
		SP:Iteration 40F (31863.860000 sec): 3 clusters
  Score: Raw -1857372.203397 + Penalty 10843.638347 = -1846528.565049
  nChanged 9
		SP:Iteration 41Q (31863.910000 sec): 3 clusters
  Score: Raw -1857375.714164 + Penalty 10843.638347 = -1846532.075816
  nChanged 7
		SP:Iteration 42Q (31863.960000 sec): 3 clusters
  Score: Raw -1857377.960839 + Penalty 10843.638347 = -1846534.322491
  nChanged 5
		SP:Iteration 43Q (31864.010000 sec): 3 clusters
  Score: Raw -1857379.455913 + Penalty 10843.638347 = -1846535.817565
  nChanged 3
		SP:Iteration 44Q (31864.060000 sec): 3 clusters
  Score: Raw -1857379.996586 + Penalty 10843.638347 = -1846536.358238
  nChanged 2
		SP:Iteration 45Q (31864.110000 sec): 3 clusters
  Score: Raw -1857380.546855 + Penalty 10843.638347 = -1846536.908508
  nChanged 1
		SP:Iteration 46Q (31864.170000 sec): 3 clusters
  Score: Raw -1857380.990018 + Penalty 10843.638347 = -1846537.351671
  nChanged 0
		SP:Iteration 47F (31864.210000 sec): 3 clusters
  Score: Raw -1857380.990018 + Penalty 10843.638347 = -1846537.351671
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (81175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31864.770000 sec): 2 clusters
  Score: Raw -22125983.426300 + Penalty 6923.922091 = -22119059.504209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31865.390000 sec): 3 clusters
  Score: Raw -22077087.212072 + Penalty 13847.844181 = -22063239.367891
  nChanged 36785
		SP:Iteration 1F (31866.010000 sec): 3 clusters
  Score: Raw -22097550.291068 + Penalty 13847.844181 = -22083702.446886
  nChanged 4025
		SP:Iteration 2Q (31866.630000 sec): 3 clusters
  Score: Raw -22099103.166811 + Penalty 13847.844181 = -22085255.322630
  nChanged 4122
		SP:Iteration 3F (31867.240000 sec): 3 clusters
  Score: Raw -22100953.003917 + Penalty 13847.844181 = -22087105.159736
  nChanged 4456
		SP:Iteration 4F (31867.860000 sec): 3 clusters
  Score: Raw -22103340.204626 + Penalty 13847.844181 = -22089492.360445
  nChanged 4994
		SP:Iteration 5F (31868.470000 sec): 3 clusters
  Score: Raw -22106474.964553 + Penalty 13847.844181 = -22092627.120372
  nChanged 5555
		SP:Iteration 6F (31869.090000 sec): 3 clusters
  Score: Raw -22110458.119393 + Penalty 13847.844181 = -22096610.275212
  nChanged 5686
		SP:Iteration 7F (31869.700000 sec): 3 clusters
  Score: Raw -22114959.476259 + Penalty 13847.844181 = -22101111.632078
  nChanged 4951
		SP:Iteration 8F (31870.310000 sec): 3 clusters
  Score: Raw -22119237.973860 + Penalty 13847.844181 = -22105390.129678
  nChanged 3812
		SP:Iteration 9Q (31870.930000 sec): 3 clusters
  Score: Raw -22122764.903010 + Penalty 13847.844181 = -22108917.058828
  nChanged 2590
		SP:Iteration 10Q (31871.520000 sec): 3 clusters
  Score: Raw -22125122.605973 + Penalty 13847.844181 = -22111274.761791
  nChanged 1726
		SP:Iteration 11Q (31872.080000 sec): 3 clusters
  Score: Raw -22126392.317208 + Penalty 13847.844181 = -22112544.473027
  nChanged 1113
		SP:Iteration 12Q (31872.610000 sec): 3 clusters
  Score: Raw -22126990.227532 + Penalty 13847.844181 = -22113142.383351
  nChanged 707
		SP:Iteration 13Q (31873.130000 sec): 3 clusters
  Score: Raw -22127313.567969 + Penalty 13847.844181 = -22113465.723788
  nChanged 511
		SP:Iteration 14Q (31873.630000 sec): 3 clusters
  Score: Raw -22127508.515169 + Penalty 13847.844181 = -22113660.670988
  nChanged 379
		SP:Iteration 15Q (31874.120000 sec): 3 clusters
  Score: Raw -22127651.864617 + Penalty 13847.844181 = -22113804.020436
  nChanged 333
		SP:Iteration 16Q (31874.610000 sec): 3 clusters
  Score: Raw -22127772.073749 + Penalty 13847.844181 = -22113924.229568
  nChanged 259
		SP:Iteration 17Q (31875.090000 sec): 3 clusters
  Score: Raw -22127849.252161 + Penalty 13847.844181 = -22114001.407980
  nChanged 197
		SP:Iteration 18Q (31875.570000 sec): 3 clusters
  Score: Raw -22127904.272996 + Penalty 13847.844181 = -22114056.428815
  nChanged 158
		SP:Iteration 19Q (31876.050000 sec): 3 clusters
  Score: Raw -22127945.081117 + Penalty 13847.844181 = -22114097.236936
  nChanged 125
		SP:Iteration 20F (31876.660000 sec): 3 clusters
  Score: Raw -22127974.241305 + Penalty 13847.844181 = -22114126.397123
  nChanged 113
		SP:Iteration 21Q (31877.130000 sec): 3 clusters
  Score: Raw -22128000.382713 + Penalty 13847.844181 = -22114152.538532
  nChanged 106
		SP:Iteration 22Q (31877.600000 sec): 3 clusters
  Score: Raw -22128027.793604 + Penalty 13847.844181 = -22114179.949423
  nChanged 112
		SP:Iteration 23Q (31878.070000 sec): 3 clusters
  Score: Raw -22128058.758519 + Penalty 13847.844181 = -22114210.914338
  nChanged 108
		SP:Iteration 24Q (31878.530000 sec): 3 clusters
  Score: Raw -22128096.301980 + Penalty 13847.844181 = -22114248.457799
  nChanged 100
		SP:Iteration 25Q (31879.000000 sec): 3 clusters
  Score: Raw -22128128.840511 + Penalty 13847.844181 = -22114280.996329
  nChanged 92
		SP:Iteration 26Q (31879.470000 sec): 3 clusters
  Score: Raw -22128159.854043 + Penalty 13847.844181 = -22114312.009862
  nChanged 103
		SP:Iteration 27Q (31879.930000 sec): 3 clusters
  Score: Raw -22128197.634190 + Penalty 13847.844181 = -22114349.790009
  nChanged 99
		SP:Iteration 28Q (31880.390000 sec): 3 clusters
  Score: Raw -22128242.873576 + Penalty 13847.844181 = -22114395.029395
  nChanged 119
		SP:Iteration 29Q (31880.850000 sec): 3 clusters
  Score: Raw -22128315.715049 + Penalty 13847.844181 = -22114467.870868
  nChanged 161
		SP:Iteration 30Q (31881.310000 sec): 3 clusters
  Score: Raw -22128443.385288 + Penalty 13847.844181 = -22114595.541107
  nChanged 194
		SP:Iteration 31Q (31881.770000 sec): 3 clusters
  Score: Raw -22128625.247023 + Penalty 13847.844181 = -22114777.402842
  nChanged 217
		SP:Iteration 32Q (31882.220000 sec): 3 clusters
  Score: Raw -22128902.697241 + Penalty 13847.844181 = -22115054.853060
  nChanged 236
		SP:Iteration 33Q (31882.670000 sec): 3 clusters
  Score: Raw -22129259.543785 + Penalty 13847.844181 = -22115411.699603
  nChanged 292
		SP:Iteration 34Q (31883.120000 sec): 3 clusters
  Score: Raw -22129555.933947 + Penalty 13847.844181 = -22115708.089766
  nChanged 250
		SP:Iteration 35Q (31883.560000 sec): 3 clusters
  Score: Raw -22129682.312826 + Penalty 13847.844181 = -22115834.468645
  nChanged 189
		SP:Iteration 36Q (31884.000000 sec): 3 clusters
  Score: Raw -22129749.294594 + Penalty 13847.844181 = -22115901.450413
  nChanged 133
		SP:Iteration 37Q (31884.450000 sec): 3 clusters
  Score: Raw -22129781.428851 + Penalty 13847.844181 = -22115933.584670
  nChanged 85
		SP:Iteration 38Q (31884.890000 sec): 3 clusters
  Score: Raw -22129801.883360 + Penalty 13847.844181 = -22115954.039179
  nChanged 53
		SP:Iteration 39Q (31885.320000 sec): 3 clusters
  Score: Raw -22129812.538432 + Penalty 13847.844181 = -22115964.694250
  nChanged 40
		SP:Iteration 40F (31885.930000 sec): 3 clusters
  Score: Raw -22129820.183951 + Penalty 13847.844181 = -22115972.339769
  nChanged 24
		SP:Iteration 41Q (31886.370000 sec): 3 clusters
  Score: Raw -22129823.772687 + Penalty 13847.844181 = -22115975.928505
  nChanged 10
		SP:Iteration 42Q (31886.810000 sec): 3 clusters
  Score: Raw -22129825.487930 + Penalty 13847.844181 = -22115977.643748
  nChanged 13
		SP:Iteration 43Q (31887.260000 sec): 3 clusters
  Score: Raw -22129827.742456 + Penalty 13847.844181 = -22115979.898274
  nChanged 9
		SP:Iteration 44Q (31887.700000 sec): 3 clusters
  Score: Raw -22129829.242061 + Penalty 13847.844181 = -22115981.397879
  nChanged 9
		SP:Iteration 45Q (31888.140000 sec): 3 clusters
  Score: Raw -22129830.444074 + Penalty 13847.844181 = -22115982.599893
  nChanged 5
		SP:Iteration 46Q (31888.580000 sec): 3 clusters
  Score: Raw -22129831.284018 + Penalty 13847.844181 = -22115983.439837
  nChanged 3
		SP:Iteration 47Q (31889.020000 sec): 3 clusters
  Score: Raw -22129831.706296 + Penalty 13847.844181 = -22115983.862114
  nChanged 2
		SP:Iteration 48Q (31889.460000 sec): 3 clusters
  Score: Raw -22129832.019351 + Penalty 13847.844181 = -22115984.175169
  nChanged 7
		SP:Iteration 49Q (31889.910000 sec): 3 clusters
  Score: Raw -22129833.018157 + Penalty 13847.844181 = -22115985.173976
  nChanged 7
		SP:Iteration 50Q (31890.350000 sec): 3 clusters
  Score: Raw -22129833.979842 + Penalty 13847.844181 = -22115986.135661
  nChanged 3
		SP:Iteration 51Q (31890.790000 sec): 3 clusters
  Score: Raw -22129834.326897 + Penalty 13847.844181 = -22115986.482716
  nChanged 1
		SP:Iteration 52Q (31891.230000 sec): 3 clusters
  Score: Raw -22129834.440616 + Penalty 13847.844181 = -22115986.596434
  nChanged 0
		SP:Iteration 53F (31891.850000 sec): 3 clusters
  Score: Raw -22129834.440616 + Penalty 13847.844181 = -22115986.596434
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31892.050000 sec): 2 clusters
  Score: Raw -6006979.465422 + Penalty 6164.714992 = -6000814.750430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31892.230000 sec): 3 clusters
  Score: Raw -5994502.987753 + Penalty 12329.429984 = -5982173.557770
  nChanged 9687
		SP:Iteration 1F (31892.420000 sec): 3 clusters
  Score: Raw -5999891.611643 + Penalty 12329.429984 = -5987562.181659
  nChanged 1766
		SP:Iteration 2F (31892.600000 sec): 3 clusters
  Score: Raw -6001030.285982 + Penalty 12329.429984 = -5988700.855998
  nChanged 1580
		SP:Iteration 3F (31892.780000 sec): 3 clusters
  Score: Raw -6002151.944731 + Penalty 12329.429984 = -5989822.514747
  nChanged 1466
		SP:Iteration 4F (31892.960000 sec): 3 clusters
  Score: Raw -6003254.571587 + Penalty 12329.429984 = -5990925.141603
  nChanged 1434
		SP:Iteration 5F (31893.140000 sec): 3 clusters
  Score: Raw -6004305.963816 + Penalty 12329.429984 = -5991976.533832
  nChanged 1262
		SP:Iteration 6F (31893.320000 sec): 3 clusters
  Score: Raw -6005150.621999 + Penalty 12329.429984 = -5992821.192016
  nChanged 1076
		SP:Iteration 7Q (31893.500000 sec): 3 clusters
  Score: Raw -6005810.857608 + Penalty 12329.429984 = -5993481.427624
  nChanged 945
		SP:Iteration 8Q (31893.690000 sec): 3 clusters
  Score: Raw -6006354.072097 + Penalty 12329.429984 = -5994024.642113
  nChanged 846
		SP:Iteration 9Q (31893.860000 sec): 3 clusters
  Score: Raw -6006780.959713 + Penalty 12329.429984 = -5994451.529729
  nChanged 676
		SP:Iteration 10Q (31894.040000 sec): 3 clusters
  Score: Raw -6007074.821568 + Penalty 12329.429984 = -5994745.391584
  nChanged 548
		SP:Iteration 11Q (31894.220000 sec): 3 clusters
  Score: Raw -6007289.646530 + Penalty 12329.429984 = -5994960.216547
  nChanged 452
		SP:Iteration 12Q (31894.400000 sec): 3 clusters
  Score: Raw -6007441.070368 + Penalty 12329.429984 = -5995111.640384
  nChanged 317
		SP:Iteration 13Q (31894.580000 sec): 3 clusters
  Score: Raw -6007535.476141 + Penalty 12329.429984 = -5995206.046157
  nChanged 268
		SP:Iteration 14Q (31894.750000 sec): 3 clusters
  Score: Raw -6007610.925288 + Penalty 12329.429984 = -5995281.495304
  nChanged 235
		SP:Iteration 15Q (31894.930000 sec): 3 clusters
  Score: Raw -6007679.444489 + Penalty 12329.429984 = -5995350.014506
  nChanged 207
		SP:Iteration 16Q (31895.100000 sec): 3 clusters
  Score: Raw -6007732.647364 + Penalty 12329.429984 = -5995403.217380
  nChanged 176
		SP:Iteration 17Q (31895.280000 sec): 3 clusters
  Score: Raw -6007780.492518 + Penalty 12329.429984 = -5995451.062534
  nChanged 180
		SP:Iteration 18Q (31895.460000 sec): 3 clusters
  Score: Raw -6007825.613199 + Penalty 12329.429984 = -5995496.183216
  nChanged 139
		SP:Iteration 19Q (31895.640000 sec): 3 clusters
  Score: Raw -6007856.314580 + Penalty 12329.429984 = -5995526.884597
  nChanged 118
		SP:Iteration 20F (31895.820000 sec): 3 clusters
  Score: Raw -6007884.244770 + Penalty 12329.429984 = -5995554.814786
  nChanged 140
		SP:Iteration 21Q (31895.990000 sec): 3 clusters
  Score: Raw -6007914.912057 + Penalty 12329.429984 = -5995585.482074
  nChanged 99
		SP:Iteration 22Q (31896.170000 sec): 3 clusters
  Score: Raw -6007936.940932 + Penalty 12329.429984 = -5995607.510949
  nChanged 92
		SP:Iteration 23Q (31896.350000 sec): 3 clusters
  Score: Raw -6007954.947493 + Penalty 12329.429984 = -5995625.517509
  nChanged 90
		SP:Iteration 24Q (31896.520000 sec): 3 clusters
  Score: Raw -6007974.589306 + Penalty 12329.429984 = -5995645.159323
  nChanged 92
		SP:Iteration 25Q (31896.690000 sec): 3 clusters
  Score: Raw -6007995.436633 + Penalty 12329.429984 = -5995666.006649
  nChanged 101
		SP:Iteration 26Q (31896.870000 sec): 3 clusters
  Score: Raw -6008021.057965 + Penalty 12329.429984 = -5995691.627981
  nChanged 134
		SP:Iteration 27Q (31897.050000 sec): 3 clusters
  Score: Raw -6008057.501499 + Penalty 12329.429984 = -5995728.071515
  nChanged 135
		SP:Iteration 28Q (31897.220000 sec): 3 clusters
  Score: Raw -6008089.347057 + Penalty 12329.429984 = -5995759.917074
  nChanged 138
		SP:Iteration 29Q (31897.390000 sec): 3 clusters
  Score: Raw -6008125.584267 + Penalty 12329.429984 = -5995796.154284
  nChanged 142
		SP:Iteration 30Q (31897.570000 sec): 3 clusters
  Score: Raw -6008164.433160 + Penalty 12329.429984 = -5995835.003176
  nChanged 144
		SP:Iteration 31Q (31897.740000 sec): 3 clusters
  Score: Raw -6008207.642094 + Penalty 12329.429984 = -5995878.212111
  nChanged 154
		SP:Iteration 32Q (31897.920000 sec): 3 clusters
  Score: Raw -6008248.460418 + Penalty 12329.429984 = -5995919.030435
  nChanged 159
		SP:Iteration 33Q (31898.090000 sec): 3 clusters
  Score: Raw -6008293.040452 + Penalty 12329.429984 = -5995963.610468
  nChanged 147
		SP:Iteration 34Q (31898.270000 sec): 3 clusters
  Score: Raw -6008336.597442 + Penalty 12329.429984 = -5996007.167459
  nChanged 164
		SP:Iteration 35Q (31898.440000 sec): 3 clusters
  Score: Raw -6008379.748489 + Penalty 12329.429984 = -5996050.318505
  nChanged 160
		SP:Iteration 36Q (31898.610000 sec): 3 clusters
  Score: Raw -6008421.405460 + Penalty 12329.429984 = -5996091.975477
  nChanged 147
		SP:Iteration 37Q (31898.790000 sec): 3 clusters
  Score: Raw -6008466.797079 + Penalty 12329.429984 = -5996137.367095
  nChanged 166
		SP:Iteration 38Q (31898.960000 sec): 3 clusters
  Score: Raw -6008519.657125 + Penalty 12329.429984 = -5996190.227142
  nChanged 171
		SP:Iteration 39Q (31899.130000 sec): 3 clusters
  Score: Raw -6008578.426218 + Penalty 12329.429984 = -5996248.996234
  nChanged 213
		SP:Iteration 40F (31899.310000 sec): 3 clusters
  Score: Raw -6008670.036615 + Penalty 12329.429984 = -5996340.606632
  nChanged 225
		SP:Iteration 41Q (31899.480000 sec): 3 clusters
  Score: Raw -6008766.832213 + Penalty 12329.429984 = -5996437.402229
  nChanged 242
		SP:Iteration 42Q (31899.650000 sec): 3 clusters
  Score: Raw -6008875.393265 + Penalty 12329.429984 = -5996545.963281
  nChanged 243
		SP:Iteration 43Q (31899.830000 sec): 3 clusters
  Score: Raw -6009005.688980 + Penalty 12329.429984 = -5996676.258996
  nChanged 256
		SP:Iteration 44Q (31900.000000 sec): 3 clusters
  Score: Raw -6009161.888263 + Penalty 12329.429984 = -5996832.458280
  nChanged 252
		SP:Iteration 45Q (31900.170000 sec): 3 clusters
  Score: Raw -6009305.467865 + Penalty 12329.429984 = -5996976.037881
  nChanged 246
		SP:Iteration 46Q (31900.330000 sec): 3 clusters
  Score: Raw -6009425.799003 + Penalty 12329.429984 = -5997096.369019
  nChanged 218
		SP:Iteration 47Q (31900.500000 sec): 3 clusters
  Score: Raw -6009524.356127 + Penalty 12329.429984 = -5997194.926143
  nChanged 214
		SP:Iteration 48Q (31900.670000 sec): 3 clusters
  Score: Raw -6009612.322528 + Penalty 12329.429984 = -5997282.892545
  nChanged 183
		SP:Iteration 49Q (31900.840000 sec): 3 clusters
  Score: Raw -6009686.137032 + Penalty 12329.429984 = -5997356.707048
  nChanged 191
		SP:Iteration 50Q (31901.000000 sec): 3 clusters
  Score: Raw -6009762.207548 + Penalty 12329.429984 = -5997432.777564
  nChanged 161
		SP:Iteration 51Q (31901.170000 sec): 3 clusters
  Score: Raw -6009821.651333 + Penalty 12329.429984 = -5997492.221349
  nChanged 146
		SP:Iteration 52Q (31901.330000 sec): 3 clusters
  Score: Raw -6009875.032178 + Penalty 12329.429984 = -5997545.602195
  nChanged 133
		SP:Iteration 53Q (31901.490000 sec): 3 clusters
  Score: Raw -6009919.529641 + Penalty 12329.429984 = -5997590.099657
  nChanged 118
		SP:Iteration 54Q (31901.660000 sec): 3 clusters
  Score: Raw -6009962.967886 + Penalty 12329.429984 = -5997633.537902
  nChanged 117
		SP:Iteration 55Q (31901.820000 sec): 3 clusters
  Score: Raw -6010009.488258 + Penalty 12329.429984 = -5997680.058275
  nChanged 118
		SP:Iteration 56Q (31901.980000 sec): 3 clusters
  Score: Raw -6010051.731777 + Penalty 12329.429984 = -5997722.301794
  nChanged 109
		SP:Iteration 57Q (31902.150000 sec): 3 clusters
  Score: Raw -6010089.878760 + Penalty 12329.429984 = -5997760.448777
  nChanged 106
		SP:Iteration 58Q (31902.320000 sec): 3 clusters
  Score: Raw -6010133.779102 + Penalty 12329.429984 = -5997804.349119
  nChanged 116
		SP:Iteration 59Q (31902.480000 sec): 3 clusters
  Score: Raw -6010176.855718 + Penalty 12329.429984 = -5997847.425734
  nChanged 106
		SP:Iteration 60F (31902.660000 sec): 3 clusters
  Score: Raw -6010222.588694 + Penalty 12329.429984 = -5997893.158710
  nChanged 108
		SP:Iteration 61Q (31902.830000 sec): 3 clusters
  Score: Raw -6010275.357656 + Penalty 12329.429984 = -5997945.927672
  nChanged 124
		SP:Iteration 62Q (31902.990000 sec): 3 clusters
  Score: Raw -6010345.962315 + Penalty 12329.429984 = -5998016.532332
  nChanged 120
		SP:Iteration 63Q (31903.150000 sec): 3 clusters
  Score: Raw -6010422.922853 + Penalty 12329.429984 = -5998093.492869
  nChanged 129
		SP:Iteration 64Q (31903.300000 sec): 3 clusters
  Score: Raw -6010486.814783 + Penalty 12329.429984 = -5998157.384799
  nChanged 126
		SP:Iteration 65Q (31903.460000 sec): 3 clusters
  Score: Raw -6010542.334295 + Penalty 12329.429984 = -5998212.904311
  nChanged 108
		SP:Iteration 66Q (31903.620000 sec): 3 clusters
  Score: Raw -6010584.961301 + Penalty 12329.429984 = -5998255.531317
  nChanged 79
		SP:Iteration 67Q (31903.770000 sec): 3 clusters
  Score: Raw -6010613.996719 + Penalty 12329.429984 = -5998284.566735
  nChanged 73
		SP:Iteration 68Q (31903.930000 sec): 3 clusters
  Score: Raw -6010639.723068 + Penalty 12329.429984 = -5998310.293085
  nChanged 65
		SP:Iteration 69Q (31904.090000 sec): 3 clusters
  Score: Raw -6010665.201447 + Penalty 12329.429984 = -5998335.771464
  nChanged 71
		SP:Iteration 70Q (31904.240000 sec): 3 clusters
  Score: Raw -6010687.433632 + Penalty 12329.429984 = -5998358.003649
  nChanged 49
		SP:Iteration 71Q (31904.400000 sec): 3 clusters
  Score: Raw -6010703.670046 + Penalty 12329.429984 = -5998374.240062
  nChanged 42
		SP:Iteration 72Q (31904.550000 sec): 3 clusters
  Score: Raw -6010713.863378 + Penalty 12329.429984 = -5998384.433394
  nChanged 26
		SP:Iteration 73Q (31904.710000 sec): 3 clusters
  Score: Raw -6010721.518715 + Penalty 12329.429984 = -5998392.088731
  nChanged 19
		SP:Iteration 74Q (31904.860000 sec): 3 clusters
  Score: Raw -6010725.839798 + Penalty 12329.429984 = -5998396.409815
  nChanged 16
		SP:Iteration 75Q (31905.020000 sec): 3 clusters
  Score: Raw -6010730.289447 + Penalty 12329.429984 = -5998400.859463
  nChanged 16
		SP:Iteration 76Q (31905.170000 sec): 3 clusters
  Score: Raw -6010734.534217 + Penalty 12329.429984 = -5998405.104234
  nChanged 10
		SP:Iteration 77Q (31905.330000 sec): 3 clusters
  Score: Raw -6010736.966741 + Penalty 12329.429984 = -5998407.536758
  nChanged 10
		SP:Iteration 78Q (31905.480000 sec): 3 clusters
  Score: Raw -6010739.387697 + Penalty 12329.429984 = -5998409.957713
  nChanged 19
		SP:Iteration 79Q (31905.630000 sec): 3 clusters
  Score: Raw -6010743.110386 + Penalty 12329.429984 = -5998413.680403
  nChanged 12
		SP:Iteration 80F (31905.810000 sec): 3 clusters
  Score: Raw -6010746.917612 + Penalty 12329.429984 = -5998417.487628
  nChanged 15
		SP:Iteration 81Q (31905.970000 sec): 3 clusters
  Score: Raw -6010750.825938 + Penalty 12329.429984 = -5998421.395954
  nChanged 17
		SP:Iteration 82Q (31906.120000 sec): 3 clusters
  Score: Raw -6010754.650747 + Penalty 12329.429984 = -5998425.220763
  nChanged 10
		SP:Iteration 83Q (31906.280000 sec): 3 clusters
  Score: Raw -6010756.870697 + Penalty 12329.429984 = -5998427.440713
  nChanged 10
		SP:Iteration 84Q (31906.430000 sec): 3 clusters
  Score: Raw -6010758.966579 + Penalty 12329.429984 = -5998429.536595
  nChanged 12
		SP:Iteration 85Q (31906.590000 sec): 3 clusters
  Score: Raw -6010761.842991 + Penalty 12329.429984 = -5998432.413008
  nChanged 13
		SP:Iteration 86Q (31906.740000 sec): 3 clusters
  Score: Raw -6010765.109517 + Penalty 12329.429984 = -5998435.679534
  nChanged 14
		SP:Iteration 87Q (31906.890000 sec): 3 clusters
  Score: Raw -6010769.339143 + Penalty 12329.429984 = -5998439.909159
  nChanged 13
		SP:Iteration 88Q (31907.050000 sec): 3 clusters
  Score: Raw -6010772.874863 + Penalty 12329.429984 = -5998443.444880
  nChanged 13
		SP:Iteration 89Q (31907.200000 sec): 3 clusters
  Score: Raw -6010777.652980 + Penalty 12329.429984 = -5998448.222996
  nChanged 10
		SP:Iteration 90Q (31907.350000 sec): 3 clusters
  Score: Raw -6010779.847252 + Penalty 12329.429984 = -5998450.417269
  nChanged 8
		SP:Iteration 91Q (31907.510000 sec): 3 clusters
  Score: Raw -6010782.358501 + Penalty 12329.429984 = -5998452.928518
  nChanged 6
		SP:Iteration 92Q (31907.660000 sec): 3 clusters
  Score: Raw -6010783.470526 + Penalty 12329.429984 = -5998454.040542
  nChanged 3
		SP:Iteration 93Q (31907.810000 sec): 3 clusters
  Score: Raw -6010784.062964 + Penalty 12329.429984 = -5998454.632980
  nChanged 3
		SP:Iteration 94Q (31907.970000 sec): 3 clusters
  Score: Raw -6010784.715108 + Penalty 12329.429984 = -5998455.285125
  nChanged 2
		SP:Iteration 95Q (31908.120000 sec): 3 clusters
  Score: Raw -6010785.057697 + Penalty 12329.429984 = -5998455.627714
  nChanged 1
		SP:Iteration 96Q (31908.270000 sec): 3 clusters
  Score: Raw -6010785.174773 + Penalty 12329.429984 = -5998455.744790
  nChanged 1
		SP:Iteration 97Q (31908.430000 sec): 3 clusters
  Score: Raw -6010785.384971 + Penalty 12329.429984 = -5998455.954988
  nChanged 1
		SP:Iteration 98Q (31908.580000 sec): 3 clusters
  Score: Raw -6010785.618904 + Penalty 12329.429984 = -5998456.188920
  nChanged 0
		SP:Iteration 99F (31908.760000 sec): 3 clusters
  Score: Raw -6010785.618904 + Penalty 12329.429984 = -5998456.188920
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (67923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31909.220000 sec): 2 clusters
  Score: Raw -18306260.909388 + Penalty 6814.754619 = -18299446.154769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31909.740000 sec): 3 clusters
  Score: Raw -18265815.382874 + Penalty 13629.509237 = -18252185.873637
  nChanged 30626
		SP:Iteration 1F (31910.260000 sec): 3 clusters
  Score: Raw -18282314.573196 + Penalty 13629.509237 = -18268685.063959
  nChanged 3442
		SP:Iteration 2F (31910.780000 sec): 3 clusters
  Score: Raw -18283584.806570 + Penalty 13629.509237 = -18269955.297333
  nChanged 3317
		SP:Iteration 3Q (31911.300000 sec): 3 clusters
  Score: Raw -18284916.196962 + Penalty 13629.509237 = -18271286.687725
  nChanged 3436
		SP:Iteration 4F (31911.820000 sec): 3 clusters
  Score: Raw -18286496.048728 + Penalty 13629.509237 = -18272866.539491
  nChanged 3657
		SP:Iteration 5F (31912.330000 sec): 3 clusters
  Score: Raw -18288415.585928 + Penalty 13629.509237 = -18274786.076691
  nChanged 3904
		SP:Iteration 6F (31912.850000 sec): 3 clusters
  Score: Raw -18290593.342321 + Penalty 13629.509237 = -18276963.833084
  nChanged 3971
		SP:Iteration 7F (31913.370000 sec): 3 clusters
  Score: Raw -18292828.133986 + Penalty 13629.509237 = -18279198.624749
  nChanged 3766
		SP:Iteration 8F (31913.890000 sec): 3 clusters
  Score: Raw -18295014.022508 + Penalty 13629.509237 = -18281384.513270
  nChanged 3416
		SP:Iteration 9F (31914.400000 sec): 3 clusters
  Score: Raw -18296913.006720 + Penalty 13629.509237 = -18283283.497483
  nChanged 2966
		SP:Iteration 10Q (31914.920000 sec): 3 clusters
  Score: Raw -18298535.410263 + Penalty 13629.509237 = -18284905.901026
  nChanged 2573
		SP:Iteration 11Q (31915.440000 sec): 3 clusters
  Score: Raw -18299947.319742 + Penalty 13629.509237 = -18286317.810504
  nChanged 2198
		SP:Iteration 12Q (31915.960000 sec): 3 clusters
  Score: Raw -18301180.167588 + Penalty 13629.509237 = -18287550.658351
  nChanged 1978
		SP:Iteration 13Q (31916.480000 sec): 3 clusters
  Score: Raw -18302288.851869 + Penalty 13629.509237 = -18288659.342632
  nChanged 1702
		SP:Iteration 14Q (31916.990000 sec): 3 clusters
  Score: Raw -18303231.964660 + Penalty 13629.509237 = -18289602.455423
  nChanged 1431
		SP:Iteration 15Q (31917.500000 sec): 3 clusters
  Score: Raw -18304057.992026 + Penalty 13629.509237 = -18290428.482789
  nChanged 1197
		SP:Iteration 16Q (31918.000000 sec): 3 clusters
  Score: Raw -18304748.388519 + Penalty 13629.509237 = -18291118.879282
  nChanged 907
		SP:Iteration 17Q (31918.500000 sec): 3 clusters
  Score: Raw -18305302.217542 + Penalty 13629.509237 = -18291672.708305
  nChanged 700
		SP:Iteration 18Q (31918.980000 sec): 3 clusters
  Score: Raw -18305726.218347 + Penalty 13629.509237 = -18292096.709110
  nChanged 496
		SP:Iteration 19Q (31919.450000 sec): 3 clusters
  Score: Raw -18306017.845516 + Penalty 13629.509237 = -18292388.336279
  nChanged 366
		SP:Iteration 20F (31919.960000 sec): 3 clusters
  Score: Raw -18306247.783710 + Penalty 13629.509237 = -18292618.274473
  nChanged 273
		SP:Iteration 21Q (31920.400000 sec): 3 clusters
  Score: Raw -18306415.440688 + Penalty 13629.509237 = -18292785.931451
  nChanged 211
		SP:Iteration 22Q (31920.840000 sec): 3 clusters
  Score: Raw -18306548.098054 + Penalty 13629.509237 = -18292918.588816
  nChanged 163
		SP:Iteration 23Q (31921.260000 sec): 3 clusters
  Score: Raw -18306658.349680 + Penalty 13629.509237 = -18293028.840443
  nChanged 120
		SP:Iteration 24Q (31921.680000 sec): 3 clusters
  Score: Raw -18306739.931977 + Penalty 13629.509237 = -18293110.422740
  nChanged 110
		SP:Iteration 25Q (31922.090000 sec): 3 clusters
  Score: Raw -18306813.617351 + Penalty 13629.509237 = -18293184.108113
  nChanged 81
		SP:Iteration 26Q (31922.500000 sec): 3 clusters
  Score: Raw -18306871.525959 + Penalty 13629.509237 = -18293242.016722
  nChanged 58
		SP:Iteration 27Q (31922.910000 sec): 3 clusters
  Score: Raw -18306914.183590 + Penalty 13629.509237 = -18293284.674353
  nChanged 57
		SP:Iteration 28Q (31923.310000 sec): 3 clusters
  Score: Raw -18306954.242215 + Penalty 13629.509237 = -18293324.732978
  nChanged 43
		SP:Iteration 29Q (31923.710000 sec): 3 clusters
  Score: Raw -18306982.480380 + Penalty 13629.509237 = -18293352.971143
  nChanged 32
		SP:Iteration 30Q (31924.110000 sec): 3 clusters
  Score: Raw -18307007.356474 + Penalty 13629.509237 = -18293377.847237
  nChanged 34
		SP:Iteration 31Q (31924.500000 sec): 3 clusters
  Score: Raw -18307027.924736 + Penalty 13629.509237 = -18293398.415498
  nChanged 17
		SP:Iteration 32Q (31924.900000 sec): 3 clusters
  Score: Raw -18307038.927288 + Penalty 13629.509237 = -18293409.418051
  nChanged 16
		SP:Iteration 33Q (31925.290000 sec): 3 clusters
  Score: Raw -18307049.982720 + Penalty 13629.509237 = -18293420.473483
  nChanged 19
		SP:Iteration 34Q (31925.680000 sec): 3 clusters
  Score: Raw -18307061.194874 + Penalty 13629.509237 = -18293431.685637
  nChanged 15
		SP:Iteration 35Q (31926.070000 sec): 3 clusters
  Score: Raw -18307070.598320 + Penalty 13629.509237 = -18293441.089083
  nChanged 13
		SP:Iteration 36Q (31926.470000 sec): 3 clusters
  Score: Raw -18307078.358223 + Penalty 13629.509237 = -18293448.848985
  nChanged 8
		SP:Iteration 37Q (31926.850000 sec): 3 clusters
  Score: Raw -18307083.141464 + Penalty 13629.509237 = -18293453.632227
  nChanged 10
		SP:Iteration 38Q (31927.250000 sec): 3 clusters
  Score: Raw -18307088.894789 + Penalty 13629.509237 = -18293459.385552
  nChanged 5
		SP:Iteration 39Q (31927.630000 sec): 3 clusters
  Score: Raw -18307092.155731 + Penalty 13629.509237 = -18293462.646494
  nChanged 5
		SP:Iteration 40F (31928.150000 sec): 3 clusters
  Score: Raw -18307095.438906 + Penalty 13629.509237 = -18293465.929669
  nChanged 2
		SP:Iteration 41Q (31928.540000 sec): 3 clusters
  Score: Raw -18307096.980549 + Penalty 13629.509237 = -18293467.471311
  nChanged 3
		SP:Iteration 42Q (31928.930000 sec): 3 clusters
  Score: Raw -18307098.542774 + Penalty 13629.509237 = -18293469.033537
  nChanged 3
		SP:Iteration 43Q (31929.320000 sec): 3 clusters
  Score: Raw -18307100.894065 + Penalty 13629.509237 = -18293471.384828
  nChanged 4
		SP:Iteration 44Q (31929.710000 sec): 3 clusters
  Score: Raw -18307103.899210 + Penalty 13629.509237 = -18293474.389973
  nChanged 3
		SP:Iteration 45Q (31930.100000 sec): 3 clusters
  Score: Raw -18307105.512288 + Penalty 13629.509237 = -18293476.003050
  nChanged 3
		SP:Iteration 46Q (31930.500000 sec): 3 clusters
  Score: Raw -18307107.264685 + Penalty 13629.509237 = -18293477.755447
  nChanged 2
		SP:Iteration 47Q (31930.890000 sec): 3 clusters
  Score: Raw -18307108.304716 + Penalty 13629.509237 = -18293478.795479
  nChanged 3
		SP:Iteration 48Q (31931.280000 sec): 3 clusters
  Score: Raw -18307110.844499 + Penalty 13629.509237 = -18293481.335262
  nChanged 5
		SP:Iteration 49Q (31931.670000 sec): 3 clusters
  Score: Raw -18307113.409370 + Penalty 13629.509237 = -18293483.900133
  nChanged 1
		SP:Iteration 50Q (31932.060000 sec): 3 clusters
  Score: Raw -18307114.145638 + Penalty 13629.509237 = -18293484.636401
  nChanged 1
		SP:Iteration 51Q (31932.450000 sec): 3 clusters
  Score: Raw -18307114.890779 + Penalty 13629.509237 = -18293485.381542
  nChanged 1
		SP:Iteration 52Q (31932.840000 sec): 3 clusters
  Score: Raw -18307115.569325 + Penalty 13629.509237 = -18293486.060088
  nChanged 0
		SP:Iteration 53F (31933.350000 sec): 3 clusters
  Score: Raw -18307115.569325 + Penalty 13629.509237 = -18293486.060088
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (151882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31934.360000 sec): 2 clusters
  Score: Raw -40299487.438315 + Penalty 7307.651249 = -40292179.787066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31935.540000 sec): 3 clusters
  Score: Raw -40204531.599915 + Penalty 14615.302499 = -40189916.297416
  nChanged 70335
		SP:Iteration 1F (31936.710000 sec): 3 clusters
  Score: Raw -40244018.696797 + Penalty 14615.302499 = -40229403.394299
  nChanged 5726
		SP:Iteration 2Q (31937.880000 sec): 3 clusters
  Score: Raw -40245570.259159 + Penalty 14615.302499 = -40230954.956660
  nChanged 5749
		SP:Iteration 3Q (31939.060000 sec): 3 clusters
  Score: Raw -40247198.862666 + Penalty 14615.302499 = -40232583.560167
  nChanged 5808
		SP:Iteration 4Q (31940.240000 sec): 3 clusters
  Score: Raw -40249005.129870 + Penalty 14615.302499 = -40234389.827371
  nChanged 6207
		SP:Iteration 5Q (31941.420000 sec): 3 clusters
  Score: Raw -40251178.241105 + Penalty 14615.302499 = -40236562.938606
  nChanged 6824
		SP:Iteration 6Q (31942.600000 sec): 3 clusters
  Score: Raw -40253854.049009 + Penalty 14615.302499 = -40239238.746511
  nChanged 7400
		SP:Iteration 7Q (31943.780000 sec): 3 clusters
  Score: Raw -40257082.285064 + Penalty 14615.302499 = -40242466.982565
  nChanged 7739
		SP:Iteration 8F (31944.950000 sec): 3 clusters
  Score: Raw -40260630.668248 + Penalty 14615.302499 = -40246015.365749
  nChanged 7715
		SP:Iteration 9F (31946.110000 sec): 3 clusters
  Score: Raw -40264368.173717 + Penalty 14615.302499 = -40249752.871219
  nChanged 7616
		SP:Iteration 10F (31947.280000 sec): 3 clusters
  Score: Raw -40268407.242951 + Penalty 14615.302499 = -40253791.940452
  nChanged 7398
		SP:Iteration 11Q (31948.450000 sec): 3 clusters
  Score: Raw -40272831.188239 + Penalty 14615.302499 = -40258215.885740
  nChanged 7582
		SP:Iteration 12Q (31949.620000 sec): 3 clusters
  Score: Raw -40278053.395611 + Penalty 14615.302499 = -40263438.093112
  nChanged 7331
		SP:Iteration 13Q (31950.780000 sec): 3 clusters
  Score: Raw -40283884.601573 + Penalty 14615.302499 = -40269269.299075
  nChanged 6486
		SP:Iteration 14Q (31951.940000 sec): 3 clusters
  Score: Raw -40289776.688636 + Penalty 14615.302499 = -40275161.386137
  nChanged 4696
		SP:Iteration 15Q (31953.010000 sec): 3 clusters
  Score: Raw -40294466.666399 + Penalty 14615.302499 = -40279851.363901
  nChanged 2830
		SP:Iteration 16Q (31954.000000 sec): 3 clusters
  Score: Raw -40297345.644270 + Penalty 14615.302499 = -40282730.341771
  nChanged 1778
		SP:Iteration 17Q (31954.910000 sec): 3 clusters
  Score: Raw -40298732.419499 + Penalty 14615.302499 = -40284117.117000
  nChanged 1259
		SP:Iteration 18Q (31955.800000 sec): 3 clusters
  Score: Raw -40299408.016277 + Penalty 14615.302499 = -40284792.713779
  nChanged 916
		SP:Iteration 19Q (31956.680000 sec): 3 clusters
  Score: Raw -40299779.718160 + Penalty 14615.302499 = -40285164.415661
  nChanged 692
		SP:Iteration 20F (31957.840000 sec): 3 clusters
  Score: Raw -40300032.593137 + Penalty 14615.302499 = -40285417.290638
  nChanged 560
		SP:Iteration 21Q (31958.700000 sec): 3 clusters
  Score: Raw -40300213.736184 + Penalty 14615.302499 = -40285598.433685
  nChanged 424
		SP:Iteration 22Q (31959.560000 sec): 3 clusters
  Score: Raw -40300335.641705 + Penalty 14615.302499 = -40285720.339207
  nChanged 334
		SP:Iteration 23Q (31960.430000 sec): 3 clusters
  Score: Raw -40300427.246831 + Penalty 14615.302499 = -40285811.944332
  nChanged 276
		SP:Iteration 24Q (31961.280000 sec): 3 clusters
  Score: Raw -40300496.700139 + Penalty 14615.302499 = -40285881.397641
  nChanged 230
		SP:Iteration 25Q (31962.140000 sec): 3 clusters
  Score: Raw -40300544.699223 + Penalty 14615.302499 = -40285929.396724
  nChanged 187
		SP:Iteration 26Q (31962.990000 sec): 3 clusters
  Score: Raw -40300583.472008 + Penalty 14615.302499 = -40285968.169509
  nChanged 151
		SP:Iteration 27Q (31963.850000 sec): 3 clusters
  Score: Raw -40300614.802322 + Penalty 14615.302499 = -40285999.499824
  nChanged 137
		SP:Iteration 28Q (31964.710000 sec): 3 clusters
  Score: Raw -40300644.466150 + Penalty 14615.302499 = -40286029.163652
  nChanged 118
		SP:Iteration 29Q (31965.560000 sec): 3 clusters
  Score: Raw -40300666.561975 + Penalty 14615.302499 = -40286051.259476
  nChanged 97
		SP:Iteration 30Q (31966.410000 sec): 3 clusters
  Score: Raw -40300683.972422 + Penalty 14615.302499 = -40286068.669923
  nChanged 95
		SP:Iteration 31Q (31967.270000 sec): 3 clusters
  Score: Raw -40300703.611404 + Penalty 14615.302499 = -40286088.308906
  nChanged 85
		SP:Iteration 32Q (31968.120000 sec): 3 clusters
  Score: Raw -40300717.326879 + Penalty 14615.302499 = -40286102.024380
  nChanged 63
		SP:Iteration 33Q (31968.970000 sec): 3 clusters
  Score: Raw -40300727.163721 + Penalty 14615.302499 = -40286111.861222
  nChanged 61
		SP:Iteration 34Q (31969.830000 sec): 3 clusters
  Score: Raw -40300737.085961 + Penalty 14615.302499 = -40286121.783462
  nChanged 58
		SP:Iteration 35Q (31970.670000 sec): 3 clusters
  Score: Raw -40300746.885217 + Penalty 14615.302499 = -40286131.582719
  nChanged 59
		SP:Iteration 36Q (31971.530000 sec): 3 clusters
  Score: Raw -40300757.151213 + Penalty 14615.302499 = -40286141.848714
  nChanged 58
		SP:Iteration 37Q (31972.380000 sec): 3 clusters
  Score: Raw -40300766.554413 + Penalty 14615.302499 = -40286151.251915
  nChanged 47
		SP:Iteration 38Q (31973.230000 sec): 3 clusters
  Score: Raw -40300774.896292 + Penalty 14615.302499 = -40286159.593794
  nChanged 41
		SP:Iteration 39Q (31974.080000 sec): 3 clusters
  Score: Raw -40300780.951241 + Penalty 14615.302499 = -40286165.648742
  nChanged 36
		SP:Iteration 40F (31975.240000 sec): 3 clusters
  Score: Raw -40300786.904244 + Penalty 14615.302499 = -40286171.601745
  nChanged 43
		SP:Iteration 41Q (31976.090000 sec): 3 clusters
  Score: Raw -40300793.736131 + Penalty 14615.302499 = -40286178.433633
  nChanged 37
		SP:Iteration 42Q (31976.940000 sec): 3 clusters
  Score: Raw -40300798.389879 + Penalty 14615.302499 = -40286183.087381
  nChanged 33
		SP:Iteration 43Q (31977.780000 sec): 3 clusters
  Score: Raw -40300802.367929 + Penalty 14615.302499 = -40286187.065431
  nChanged 35
		SP:Iteration 44Q (31978.620000 sec): 3 clusters
  Score: Raw -40300807.910273 + Penalty 14615.302499 = -40286192.607775
  nChanged 43
		SP:Iteration 45Q (31979.470000 sec): 3 clusters
  Score: Raw -40300814.529580 + Penalty 14615.302499 = -40286199.227081
  nChanged 33
		SP:Iteration 46Q (31980.320000 sec): 3 clusters
  Score: Raw -40300819.327359 + Penalty 14615.302499 = -40286204.024861
  nChanged 31
		SP:Iteration 47Q (31981.170000 sec): 3 clusters
  Score: Raw -40300824.570304 + Penalty 14615.302499 = -40286209.267806
  nChanged 34
		SP:Iteration 48Q (31982.020000 sec): 3 clusters
  Score: Raw -40300830.223708 + Penalty 14615.302499 = -40286214.921210
  nChanged 32
		SP:Iteration 49Q (31982.860000 sec): 3 clusters
  Score: Raw -40300835.369201 + Penalty 14615.302499 = -40286220.066702
  nChanged 49
		SP:Iteration 50Q (31983.700000 sec): 3 clusters
  Score: Raw -40300845.596877 + Penalty 14615.302499 = -40286230.294378
  nChanged 56
		SP:Iteration 51Q (31984.540000 sec): 3 clusters
  Score: Raw -40300856.966421 + Penalty 14615.302499 = -40286241.663923
  nChanged 58
		SP:Iteration 52Q (31985.380000 sec): 3 clusters
  Score: Raw -40300867.553614 + Penalty 14615.302499 = -40286252.251116
  nChanged 47
		SP:Iteration 53Q (31986.220000 sec): 3 clusters
  Score: Raw -40300875.636056 + Penalty 14615.302499 = -40286260.333557
  nChanged 51
		SP:Iteration 54Q (31987.060000 sec): 3 clusters
  Score: Raw -40300884.849223 + Penalty 14615.302499 = -40286269.546724
  nChanged 41
		SP:Iteration 55Q (31987.900000 sec): 3 clusters
  Score: Raw -40300890.529873 + Penalty 14615.302499 = -40286275.227374
  nChanged 36
		SP:Iteration 56Q (31988.740000 sec): 3 clusters
  Score: Raw -40300897.053864 + Penalty 14615.302499 = -40286281.751365
  nChanged 42
		SP:Iteration 57Q (31989.580000 sec): 3 clusters
  Score: Raw -40300904.292637 + Penalty 14615.302499 = -40286288.990139
  nChanged 44
		SP:Iteration 58Q (31990.430000 sec): 3 clusters
  Score: Raw -40300910.830212 + Penalty 14615.302499 = -40286295.527714
  nChanged 39
		SP:Iteration 59Q (31991.270000 sec): 3 clusters
  Score: Raw -40300916.665472 + Penalty 14615.302499 = -40286301.362973
  nChanged 41
		SP:Iteration 60F (31992.420000 sec): 3 clusters
  Score: Raw -40300922.442342 + Penalty 14615.302499 = -40286307.139844
  nChanged 30
		SP:Iteration 61Q (31993.260000 sec): 3 clusters
  Score: Raw -40300926.487652 + Penalty 14615.302499 = -40286311.185153
  nChanged 29
		SP:Iteration 62Q (31994.100000 sec): 3 clusters
  Score: Raw -40300931.521023 + Penalty 14615.302499 = -40286316.218524
  nChanged 31
		SP:Iteration 63Q (31994.940000 sec): 3 clusters
  Score: Raw -40300936.794241 + Penalty 14615.302499 = -40286321.491742
  nChanged 28
		SP:Iteration 64Q (31995.780000 sec): 3 clusters
  Score: Raw -40300940.791718 + Penalty 14615.302499 = -40286325.489220
  nChanged 28
		SP:Iteration 65Q (31996.630000 sec): 3 clusters
  Score: Raw -40300944.507143 + Penalty 14615.302499 = -40286329.204644
  nChanged 13
		SP:Iteration 66Q (31997.460000 sec): 3 clusters
  Score: Raw -40300946.281038 + Penalty 14615.302499 = -40286330.978539
  nChanged 11
		SP:Iteration 67Q (31998.300000 sec): 3 clusters
  Score: Raw -40300947.836479 + Penalty 14615.302499 = -40286332.533981
  nChanged 18
		SP:Iteration 68Q (31999.140000 sec): 3 clusters
  Score: Raw -40300950.321671 + Penalty 14615.302499 = -40286335.019172
  nChanged 13
		SP:Iteration 69Q (31999.980000 sec): 3 clusters
  Score: Raw -40300951.769012 + Penalty 14615.302499 = -40286336.466513
  nChanged 8
		SP:Iteration 70Q (32000.830000 sec): 3 clusters
  Score: Raw -40300952.790844 + Penalty 14615.302499 = -40286337.488346
  nChanged 4
		SP:Iteration 71Q (32001.670000 sec): 3 clusters
  Score: Raw -40300953.531264 + Penalty 14615.302499 = -40286338.228766
  nChanged 5
		SP:Iteration 72Q (32002.510000 sec): 3 clusters
  Score: Raw -40300954.551075 + Penalty 14615.302499 = -40286339.248576
  nChanged 11
		SP:Iteration 73Q (32003.350000 sec): 3 clusters
  Score: Raw -40300955.982437 + Penalty 14615.302499 = -40286340.679938
  nChanged 9
		SP:Iteration 74Q (32004.190000 sec): 3 clusters
  Score: Raw -40300956.817675 + Penalty 14615.302499 = -40286341.515176
  nChanged 7
		SP:Iteration 75Q (32005.030000 sec): 3 clusters
  Score: Raw -40300957.791933 + Penalty 14615.302499 = -40286342.489434
  nChanged 7
		SP:Iteration 76Q (32005.870000 sec): 3 clusters
  Score: Raw -40300959.056408 + Penalty 14615.302499 = -40286343.753910
  nChanged 10
		SP:Iteration 77Q (32006.710000 sec): 3 clusters
  Score: Raw -40300960.600980 + Penalty 14615.302499 = -40286345.298482
  nChanged 15
		SP:Iteration 78Q (32007.550000 sec): 3 clusters
  Score: Raw -40300962.671427 + Penalty 14615.302499 = -40286347.368929
  nChanged 15
		SP:Iteration 79Q (32008.390000 sec): 3 clusters
  Score: Raw -40300964.763081 + Penalty 14615.302499 = -40286349.460582
  nChanged 13
		SP:Iteration 80F (32009.550000 sec): 3 clusters
  Score: Raw -40300966.391531 + Penalty 14615.302499 = -40286351.089033
  nChanged 12
		SP:Iteration 81Q (32010.390000 sec): 3 clusters
  Score: Raw -40300968.203777 + Penalty 14615.302499 = -40286352.901278
  nChanged 13
		SP:Iteration 82Q (32011.230000 sec): 3 clusters
  Score: Raw -40300970.630136 + Penalty 14615.302499 = -40286355.327637
  nChanged 13
		SP:Iteration 83Q (32012.070000 sec): 3 clusters
  Score: Raw -40300972.723319 + Penalty 14615.302499 = -40286357.420820
  nChanged 19
		SP:Iteration 84Q (32012.910000 sec): 3 clusters
  Score: Raw -40300975.504626 + Penalty 14615.302499 = -40286360.202128
  nChanged 17
		SP:Iteration 85Q (32013.750000 sec): 3 clusters
  Score: Raw -40300977.650719 + Penalty 14615.302499 = -40286362.348220
  nChanged 12
		SP:Iteration 86Q (32014.590000 sec): 3 clusters
  Score: Raw -40300979.476980 + Penalty 14615.302499 = -40286364.174481
  nChanged 9
		SP:Iteration 87Q (32015.430000 sec): 3 clusters
  Score: Raw -40300980.934139 + Penalty 14615.302499 = -40286365.631640
  nChanged 7
		SP:Iteration 88Q (32016.270000 sec): 3 clusters
  Score: Raw -40300981.667063 + Penalty 14615.302499 = -40286366.364565
  nChanged 1
		SP:Iteration 89Q (32017.110000 sec): 3 clusters
  Score: Raw -40300981.811682 + Penalty 14615.302499 = -40286366.509183
  nChanged 1
		SP:Iteration 90Q (32017.950000 sec): 3 clusters
  Score: Raw -40300982.020670 + Penalty 14615.302499 = -40286366.718172
  nChanged 1
		SP:Iteration 91Q (32018.790000 sec): 3 clusters
  Score: Raw -40300982.169787 + Penalty 14615.302499 = -40286366.867289
  nChanged 0
		SP:Iteration 92F (32019.940000 sec): 3 clusters
  Score: Raw -40300982.169787 + Penalty 14615.302499 = -40286366.867289
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32020.050000 sec): 2 clusters
  Score: Raw -201879.776089 + Penalty 4124.208659 = -197755.567431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32020.050000 sec): 3 clusters
  Score: Raw -202297.509721 + Penalty 8248.417318 = -194049.092403
  nChanged 126
		SP:Iteration 1F (32020.060000 sec): 3 clusters
  Score: Raw -202709.900225 + Penalty 8248.417318 = -194461.482907
  nChanged 42
		SP:Iteration 2Q (32020.070000 sec): 3 clusters
  Score: Raw -202831.407832 + Penalty 8248.417318 = -194582.990514
  nChanged 19
		SP:Iteration 3Q (32020.070000 sec): 3 clusters
  Score: Raw -202898.556878 + Penalty 8248.417318 = -194650.139561
  nChanged 11
		SP:Iteration 4Q (32020.080000 sec): 3 clusters
  Score: Raw -202928.087513 + Penalty 8248.417318 = -194679.670196
  nChanged 8
		SP:Iteration 5Q (32020.090000 sec): 3 clusters
  Score: Raw -202952.100044 + Penalty 8248.417318 = -194703.682727
  nChanged 3
		SP:Iteration 6Q (32020.090000 sec): 3 clusters
  Score: Raw -202961.552731 + Penalty 8248.417318 = -194713.135413
  nChanged 2
		SP:Iteration 7Q (32020.100000 sec): 3 clusters
  Score: Raw -202966.934437 + Penalty 8248.417318 = -194718.517119
  nChanged 2
		SP:Iteration 8Q (32020.100000 sec): 3 clusters
  Score: Raw -202979.558006 + Penalty 8248.417318 = -194731.140688
  nChanged 3
		SP:Iteration 9Q (32020.110000 sec): 3 clusters
  Score: Raw -202984.960391 + Penalty 8248.417318 = -194736.543073
  nChanged 2
		SP:Iteration 10Q (32020.110000 sec): 3 clusters
  Score: Raw -202986.966240 + Penalty 8248.417318 = -194738.548922
  nChanged 1
		SP:Iteration 11Q (32020.120000 sec): 3 clusters
  Score: Raw -202988.275011 + Penalty 8248.417318 = -194739.857693
  nChanged 0
		SP:Iteration 12F (32020.130000 sec): 3 clusters
  Score: Raw -202988.275011 + Penalty 8248.417318 = -194739.857693
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32020.140000 sec): 2 clusters
  Score: Raw -449377.598510 + Penalty 4572.713877 = -444804.884633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32020.150000 sec): 3 clusters
  Score: Raw -449140.974099 + Penalty 9145.427755 = -439995.546344
  nChanged 377
		SP:Iteration 1F (32020.170000 sec): 3 clusters
  Score: Raw -449664.269983 + Penalty 9145.427755 = -440518.842228
  nChanged 116
		SP:Iteration 2F (32020.180000 sec): 3 clusters
  Score: Raw -449858.210730 + Penalty 9145.427755 = -440712.782975
  nChanged 54
		SP:Iteration 3Q (32020.190000 sec): 3 clusters
  Score: Raw -449947.968930 + Penalty 9145.427755 = -440802.541175
  nChanged 30
		SP:Iteration 4Q (32020.210000 sec): 3 clusters
  Score: Raw -450004.883421 + Penalty 9145.427755 = -440859.455666
  nChanged 19
		SP:Iteration 5Q (32020.220000 sec): 3 clusters
  Score: Raw -450067.149483 + Penalty 9145.427755 = -440921.721728
  nChanged 33
		SP:Iteration 6Q (32020.230000 sec): 3 clusters
  Score: Raw -450152.667788 + Penalty 9145.427755 = -441007.240033
  nChanged 15
		SP:Iteration 7Q (32020.240000 sec): 3 clusters
  Score: Raw -450181.629914 + Penalty 9145.427755 = -441036.202159
  nChanged 19
		SP:Iteration 8Q (32020.250000 sec): 3 clusters
  Score: Raw -450207.597109 + Penalty 9145.427755 = -441062.169354
  nChanged 9
		SP:Iteration 9Q (32020.270000 sec): 3 clusters
  Score: Raw -450220.097162 + Penalty 9145.427755 = -441074.669407
  nChanged 9
		SP:Iteration 10Q (32020.280000 sec): 3 clusters
  Score: Raw -450232.432588 + Penalty 9145.427755 = -441087.004833
  nChanged 8
		SP:Iteration 11Q (32020.290000 sec): 3 clusters
  Score: Raw -450248.767223 + Penalty 9145.427755 = -441103.339468
  nChanged 8
		SP:Iteration 12Q (32020.310000 sec): 3 clusters
  Score: Raw -450260.527277 + Penalty 9145.427755 = -441115.099523
  nChanged 6
		SP:Iteration 13Q (32020.320000 sec): 3 clusters
  Score: Raw -450274.362038 + Penalty 9145.427755 = -441128.934283
  nChanged 5
		SP:Iteration 14Q (32020.330000 sec): 3 clusters
  Score: Raw -450284.397482 + Penalty 9145.427755 = -441138.969727
  nChanged 4
		SP:Iteration 15Q (32020.340000 sec): 3 clusters
  Score: Raw -450292.078052 + Penalty 9145.427755 = -441146.650297
  nChanged 4
		SP:Iteration 16Q (32020.350000 sec): 3 clusters
  Score: Raw -450302.799151 + Penalty 9145.427755 = -441157.371396
  nChanged 3
		SP:Iteration 17Q (32020.370000 sec): 3 clusters
  Score: Raw -450312.288601 + Penalty 9145.427755 = -441166.860846
  nChanged 7
		SP:Iteration 18Q (32020.380000 sec): 3 clusters
  Score: Raw -450331.646638 + Penalty 9145.427755 = -441186.218884
  nChanged 5
		SP:Iteration 19Q (32020.390000 sec): 3 clusters
  Score: Raw -450339.776469 + Penalty 9145.427755 = -441194.348714
  nChanged 5
		SP:Iteration 20F (32020.410000 sec): 3 clusters
  Score: Raw -450349.066528 + Penalty 9145.427755 = -441203.638773
  nChanged 3
		SP:Iteration 21Q (32020.420000 sec): 3 clusters
  Score: Raw -450352.179368 + Penalty 9145.427755 = -441206.751613
  nChanged 3
		SP:Iteration 22Q (32020.430000 sec): 3 clusters
  Score: Raw -450357.715478 + Penalty 9145.427755 = -441212.287723
  nChanged 3
		SP:Iteration 23Q (32020.440000 sec): 3 clusters
  Score: Raw -450363.884733 + Penalty 9145.427755 = -441218.456978
  nChanged 2
		SP:Iteration 24Q (32020.450000 sec): 3 clusters
  Score: Raw -450365.783801 + Penalty 9145.427755 = -441220.356046
  nChanged 1
		SP:Iteration 25Q (32020.470000 sec): 3 clusters
  Score: Raw -450366.209128 + Penalty 9145.427755 = -441220.781373
  nChanged 0
		SP:Iteration 26F (32020.480000 sec): 3 clusters
  Score: Raw -450366.209128 + Penalty 9145.427755 = -441220.781373
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32020.490000 sec): 2 clusters
  Score: Raw -132474.647345 + Penalty 3831.646901 = -128643.000445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32020.490000 sec): 3 clusters
  Score: Raw -132845.135681 + Penalty 7663.293801 = -125181.841880
  nChanged 38
		SP:Iteration 1F (32020.500000 sec): 3 clusters
  Score: Raw -133006.534170 + Penalty 7663.293801 = -125343.240369
  nChanged 15
		SP:Iteration 2Q (32020.500000 sec): 3 clusters
  Score: Raw -133083.369848 + Penalty 7663.293801 = -125420.076047
  nChanged 6
		SP:Iteration 3Q (32020.510000 sec): 3 clusters
  Score: Raw -133111.161165 + Penalty 7663.293801 = -125447.867364
  nChanged 6
		SP:Iteration 4Q (32020.510000 sec): 3 clusters
  Score: Raw -133134.039018 + Penalty 7663.293801 = -125470.745217
  nChanged 1
		SP:Iteration 5Q (32020.510000 sec): 3 clusters
  Score: Raw -133139.662852 + Penalty 7663.293801 = -125476.369051
  nChanged 0
		SP:Iteration 6F (32020.520000 sec): 3 clusters
  Score: Raw -133139.662852 + Penalty 7663.293801 = -125476.369051
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32020.650000 sec): 2 clusters
  Score: Raw -4594394.219068 + Penalty 5982.942058 = -4588411.277010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32020.780000 sec): 3 clusters
  Score: Raw -4585540.526166 + Penalty 11965.884115 = -4573574.642051
  nChanged 6973
		SP:Iteration 1F (32020.910000 sec): 3 clusters
  Score: Raw -4589389.771784 + Penalty 11965.884115 = -4577423.887669
  nChanged 1303
		SP:Iteration 2F (32021.040000 sec): 3 clusters
  Score: Raw -4590198.289766 + Penalty 11965.884115 = -4578232.405651
  nChanged 1011
		SP:Iteration 3F (32021.180000 sec): 3 clusters
  Score: Raw -4590866.320953 + Penalty 11965.884115 = -4578900.436838
  nChanged 888
		SP:Iteration 4F (32021.310000 sec): 3 clusters
  Score: Raw -4591503.933029 + Penalty 11965.884115 = -4579538.048914
  nChanged 854
		SP:Iteration 5Q (32021.440000 sec): 3 clusters
  Score: Raw -4592132.245710 + Penalty 11965.884115 = -4580166.361595
  nChanged 785
		SP:Iteration 6Q (32021.570000 sec): 3 clusters
  Score: Raw -4592663.178289 + Penalty 11965.884115 = -4580697.294173
  nChanged 717
		SP:Iteration 7Q (32021.710000 sec): 3 clusters
  Score: Raw -4593112.660296 + Penalty 11965.884115 = -4581146.776181
  nChanged 699
		SP:Iteration 8Q (32021.840000 sec): 3 clusters
  Score: Raw -4593517.913352 + Penalty 11965.884115 = -4581552.029237
  nChanged 572
		SP:Iteration 9Q (32021.970000 sec): 3 clusters
  Score: Raw -4593843.723299 + Penalty 11965.884115 = -4581877.839184
  nChanged 527
		SP:Iteration 10Q (32022.100000 sec): 3 clusters
  Score: Raw -4594128.691215 + Penalty 11965.884115 = -4582162.807100
  nChanged 477
		SP:Iteration 11Q (32022.230000 sec): 3 clusters
  Score: Raw -4594357.386621 + Penalty 11965.884115 = -4582391.502506
  nChanged 392
		SP:Iteration 12Q (32022.360000 sec): 3 clusters
  Score: Raw -4594523.304746 + Penalty 11965.884115 = -4582557.420631
  nChanged 344
		SP:Iteration 13Q (32022.490000 sec): 3 clusters
  Score: Raw -4594666.348215 + Penalty 11965.884115 = -4582700.464100
  nChanged 291
		SP:Iteration 14Q (32022.620000 sec): 3 clusters
  Score: Raw -4594785.237870 + Penalty 11965.884115 = -4582819.353754
  nChanged 267
		SP:Iteration 15Q (32022.750000 sec): 3 clusters
  Score: Raw -4594883.681702 + Penalty 11965.884115 = -4582917.797587
  nChanged 236
		SP:Iteration 16Q (32022.880000 sec): 3 clusters
  Score: Raw -4594960.303154 + Penalty 11965.884115 = -4582994.419039
  nChanged 186
		SP:Iteration 17Q (32023.000000 sec): 3 clusters
  Score: Raw -4595018.901575 + Penalty 11965.884115 = -4583053.017459
  nChanged 147
		SP:Iteration 18Q (32023.130000 sec): 3 clusters
  Score: Raw -4595061.967852 + Penalty 11965.884115 = -4583096.083737
  nChanged 119
		SP:Iteration 19Q (32023.260000 sec): 3 clusters
  Score: Raw -4595093.002513 + Penalty 11965.884115 = -4583127.118398
  nChanged 99
		SP:Iteration 20F (32023.390000 sec): 3 clusters
  Score: Raw -4595119.129451 + Penalty 11965.884115 = -4583153.245335
  nChanged 106
		SP:Iteration 21Q (32023.520000 sec): 3 clusters
  Score: Raw -4595154.444994 + Penalty 11965.884115 = -4583188.560879
  nChanged 107
		SP:Iteration 22Q (32023.640000 sec): 3 clusters
  Score: Raw -4595184.251894 + Penalty 11965.884115 = -4583218.367779
  nChanged 92
		SP:Iteration 23Q (32023.770000 sec): 3 clusters
  Score: Raw -4595208.479419 + Penalty 11965.884115 = -4583242.595304
  nChanged 98
		SP:Iteration 24Q (32023.890000 sec): 3 clusters
  Score: Raw -4595236.403963 + Penalty 11965.884115 = -4583270.519848
  nChanged 94
		SP:Iteration 25Q (32024.020000 sec): 3 clusters
  Score: Raw -4595260.957296 + Penalty 11965.884115 = -4583295.073181
  nChanged 90
		SP:Iteration 26Q (32024.150000 sec): 3 clusters
  Score: Raw -4595284.612375 + Penalty 11965.884115 = -4583318.728260
  nChanged 84
		SP:Iteration 27Q (32024.270000 sec): 3 clusters
  Score: Raw -4595306.088305 + Penalty 11965.884115 = -4583340.204190
  nChanged 80
		SP:Iteration 28Q (32024.400000 sec): 3 clusters
  Score: Raw -4595323.394181 + Penalty 11965.884115 = -4583357.510066
  nChanged 66
		SP:Iteration 29Q (32024.530000 sec): 3 clusters
  Score: Raw -4595339.821580 + Penalty 11965.884115 = -4583373.937465
  nChanged 63
		SP:Iteration 30Q (32024.650000 sec): 3 clusters
  Score: Raw -4595353.831942 + Penalty 11965.884115 = -4583387.947827
  nChanged 61
		SP:Iteration 31Q (32024.780000 sec): 3 clusters
  Score: Raw -4595367.321697 + Penalty 11965.884115 = -4583401.437582
  nChanged 78
		SP:Iteration 32Q (32024.910000 sec): 3 clusters
  Score: Raw -4595389.759925 + Penalty 11965.884115 = -4583423.875810
  nChanged 89
		SP:Iteration 33Q (32025.030000 sec): 3 clusters
  Score: Raw -4595412.451863 + Penalty 11965.884115 = -4583446.567748
  nChanged 74
		SP:Iteration 34Q (32025.160000 sec): 3 clusters
  Score: Raw -4595431.973560 + Penalty 11965.884115 = -4583466.089445
  nChanged 98
		SP:Iteration 35Q (32025.280000 sec): 3 clusters
  Score: Raw -4595459.694067 + Penalty 11965.884115 = -4583493.809952
  nChanged 90
		SP:Iteration 36Q (32025.410000 sec): 3 clusters
  Score: Raw -4595481.492948 + Penalty 11965.884115 = -4583515.608833
  nChanged 71
		SP:Iteration 37Q (32025.530000 sec): 3 clusters
  Score: Raw -4595500.221992 + Penalty 11965.884115 = -4583534.337877
  nChanged 71
		SP:Iteration 38Q (32025.660000 sec): 3 clusters
  Score: Raw -4595517.023127 + Penalty 11965.884115 = -4583551.139012
  nChanged 59
		SP:Iteration 39Q (32025.790000 sec): 3 clusters
  Score: Raw -4595530.141946 + Penalty 11965.884115 = -4583564.257831
  nChanged 55
		SP:Iteration 40F (32025.920000 sec): 3 clusters
  Score: Raw -4595543.804923 + Penalty 11965.884115 = -4583577.920808
  nChanged 70
		SP:Iteration 41Q (32026.040000 sec): 3 clusters
  Score: Raw -4595562.479477 + Penalty 11965.884115 = -4583596.595362
  nChanged 65
		SP:Iteration 42Q (32026.170000 sec): 3 clusters
  Score: Raw -4595577.068381 + Penalty 11965.884115 = -4583611.184266
  nChanged 58
		SP:Iteration 43Q (32026.290000 sec): 3 clusters
  Score: Raw -4595588.906456 + Penalty 11965.884115 = -4583623.022340
  nChanged 48
		SP:Iteration 44Q (32026.420000 sec): 3 clusters
  Score: Raw -4595599.821162 + Penalty 11965.884115 = -4583633.937047
  nChanged 53
		SP:Iteration 45Q (32026.540000 sec): 3 clusters
  Score: Raw -4595613.680965 + Penalty 11965.884115 = -4583647.796850
  nChanged 59
		SP:Iteration 46Q (32026.670000 sec): 3 clusters
  Score: Raw -4595628.865051 + Penalty 11965.884115 = -4583662.980936
  nChanged 62
		SP:Iteration 47Q (32026.790000 sec): 3 clusters
  Score: Raw -4595643.531153 + Penalty 11965.884115 = -4583677.647038
  nChanged 62
		SP:Iteration 48Q (32026.920000 sec): 3 clusters
  Score: Raw -4595657.692892 + Penalty 11965.884115 = -4583691.808777
  nChanged 60
		SP:Iteration 49Q (32027.040000 sec): 3 clusters
  Score: Raw -4595673.248261 + Penalty 11965.884115 = -4583707.364145
  nChanged 63
		SP:Iteration 50Q (32027.170000 sec): 3 clusters
  Score: Raw -4595690.645562 + Penalty 11965.884115 = -4583724.761447
  nChanged 62
		SP:Iteration 51Q (32027.290000 sec): 3 clusters
  Score: Raw -4595706.025861 + Penalty 11965.884115 = -4583740.141746
  nChanged 56
		SP:Iteration 52Q (32027.420000 sec): 3 clusters
  Score: Raw -4595720.166070 + Penalty 11965.884115 = -4583754.281955
  nChanged 61
		SP:Iteration 53Q (32027.540000 sec): 3 clusters
  Score: Raw -4595735.847716 + Penalty 11965.884115 = -4583769.963601
  nChanged 59
		SP:Iteration 54Q (32027.670000 sec): 3 clusters
  Score: Raw -4595750.082161 + Penalty 11965.884115 = -4583784.198046
  nChanged 52
		SP:Iteration 55Q (32027.790000 sec): 3 clusters
  Score: Raw -4595761.352686 + Penalty 11965.884115 = -4583795.468571
  nChanged 49
		SP:Iteration 56Q (32027.910000 sec): 3 clusters
  Score: Raw -4595774.035657 + Penalty 11965.884115 = -4583808.151542
  nChanged 58
		SP:Iteration 57Q (32028.040000 sec): 3 clusters
  Score: Raw -4595789.313515 + Penalty 11965.884115 = -4583823.429400
  nChanged 58
		SP:Iteration 58Q (32028.160000 sec): 3 clusters
  Score: Raw -4595805.073888 + Penalty 11965.884115 = -4583839.189773
  nChanged 61
		SP:Iteration 59Q (32028.290000 sec): 3 clusters
  Score: Raw -4595820.997700 + Penalty 11965.884115 = -4583855.113585
  nChanged 56
		SP:Iteration 60F (32028.420000 sec): 3 clusters
  Score: Raw -4595834.928115 + Penalty 11965.884115 = -4583869.043999
  nChanged 50
		SP:Iteration 61Q (32028.550000 sec): 3 clusters
  Score: Raw -4595845.966386 + Penalty 11965.884115 = -4583880.082271
  nChanged 39
		SP:Iteration 62Q (32028.670000 sec): 3 clusters
  Score: Raw -4595855.484771 + Penalty 11965.884115 = -4583889.600656
  nChanged 37
		SP:Iteration 63Q (32028.790000 sec): 3 clusters
  Score: Raw -4595863.555448 + Penalty 11965.884115 = -4583897.671333
  nChanged 36
		SP:Iteration 64Q (32028.920000 sec): 3 clusters
  Score: Raw -4595870.675776 + Penalty 11965.884115 = -4583904.791661
  nChanged 45
		SP:Iteration 65Q (32029.050000 sec): 3 clusters
  Score: Raw -4595882.972869 + Penalty 11965.884115 = -4583917.088754
  nChanged 50
		SP:Iteration 66Q (32029.170000 sec): 3 clusters
  Score: Raw -4595897.022000 + Penalty 11965.884115 = -4583931.137885
  nChanged 44
		SP:Iteration 67Q (32029.290000 sec): 3 clusters
  Score: Raw -4595908.933689 + Penalty 11965.884115 = -4583943.049574
  nChanged 57
		SP:Iteration 68Q (32029.420000 sec): 3 clusters
  Score: Raw -4595923.753685 + Penalty 11965.884115 = -4583957.869570
  nChanged 55
		SP:Iteration 69Q (32029.540000 sec): 3 clusters
  Score: Raw -4595938.170250 + Penalty 11965.884115 = -4583972.286135
  nChanged 42
		SP:Iteration 70Q (32029.670000 sec): 3 clusters
  Score: Raw -4595948.006707 + Penalty 11965.884115 = -4583982.122592
  nChanged 47
		SP:Iteration 71Q (32029.790000 sec): 3 clusters
  Score: Raw -4595959.458341 + Penalty 11965.884115 = -4583993.574226
  nChanged 52
		SP:Iteration 72Q (32029.910000 sec): 3 clusters
  Score: Raw -4595970.714277 + Penalty 11965.884115 = -4584004.830162
  nChanged 32
		SP:Iteration 73Q (32030.040000 sec): 3 clusters
  Score: Raw -4595977.383602 + Penalty 11965.884115 = -4584011.499487
  nChanged 33
		SP:Iteration 74Q (32030.160000 sec): 3 clusters
  Score: Raw -4595986.150707 + Penalty 11965.884115 = -4584020.266592
  nChanged 45
		SP:Iteration 75Q (32030.290000 sec): 3 clusters
  Score: Raw -4595998.450693 + Penalty 11965.884115 = -4584032.566578
  nChanged 35
		SP:Iteration 76Q (32030.410000 sec): 3 clusters
  Score: Raw -4596007.751105 + Penalty 11965.884115 = -4584041.866990
  nChanged 44
		SP:Iteration 77Q (32030.530000 sec): 3 clusters
  Score: Raw -4596018.707040 + Penalty 11965.884115 = -4584052.822925
  nChanged 40
		SP:Iteration 78Q (32030.660000 sec): 3 clusters
  Score: Raw -4596028.666894 + Penalty 11965.884115 = -4584062.782779
  nChanged 32
		SP:Iteration 79Q (32030.780000 sec): 3 clusters
  Score: Raw -4596036.528204 + Penalty 11965.884115 = -4584070.644089
  nChanged 27
		SP:Iteration 80F (32030.910000 sec): 3 clusters
  Score: Raw -4596041.934501 + Penalty 11965.884115 = -4584076.050386
  nChanged 25
		SP:Iteration 81Q (32031.040000 sec): 3 clusters
  Score: Raw -4596047.493472 + Penalty 11965.884115 = -4584081.609357
  nChanged 30
		SP:Iteration 82Q (32031.160000 sec): 3 clusters
  Score: Raw -4596053.547713 + Penalty 11965.884115 = -4584087.663598
  nChanged 24
		SP:Iteration 83Q (32031.290000 sec): 3 clusters
  Score: Raw -4596060.707599 + Penalty 11965.884115 = -4584094.823484
  nChanged 28
		SP:Iteration 84Q (32031.410000 sec): 3 clusters
  Score: Raw -4596067.440234 + Penalty 11965.884115 = -4584101.556119
  nChanged 30
		SP:Iteration 85Q (32031.530000 sec): 3 clusters
  Score: Raw -4596074.911263 + Penalty 11965.884115 = -4584109.027148
  nChanged 35
		SP:Iteration 86Q (32031.650000 sec): 3 clusters
  Score: Raw -4596081.608241 + Penalty 11965.884115 = -4584115.724126
  nChanged 18
		SP:Iteration 87Q (32031.780000 sec): 3 clusters
  Score: Raw -4596086.115005 + Penalty 11965.884115 = -4584120.230890
  nChanged 20
		SP:Iteration 88Q (32031.900000 sec): 3 clusters
  Score: Raw -4596091.631613 + Penalty 11965.884115 = -4584125.747498
  nChanged 22
		SP:Iteration 89Q (32032.020000 sec): 3 clusters
  Score: Raw -4596095.619233 + Penalty 11965.884115 = -4584129.735118
  nChanged 22
		SP:Iteration 90Q (32032.150000 sec): 3 clusters
  Score: Raw -4596099.919256 + Penalty 11965.884115 = -4584134.035140
  nChanged 23
		SP:Iteration 91Q (32032.270000 sec): 3 clusters
  Score: Raw -4596104.809580 + Penalty 11965.884115 = -4584138.925465
  nChanged 19
		SP:Iteration 92Q (32032.390000 sec): 3 clusters
  Score: Raw -4596108.384977 + Penalty 11965.884115 = -4584142.500862
  nChanged 16
		SP:Iteration 93Q (32032.510000 sec): 3 clusters
  Score: Raw -4596111.122524 + Penalty 11965.884115 = -4584145.238409
  nChanged 14
		SP:Iteration 94Q (32032.640000 sec): 3 clusters
  Score: Raw -4596114.537174 + Penalty 11965.884115 = -4584148.653059
  nChanged 17
		SP:Iteration 95Q (32032.760000 sec): 3 clusters
  Score: Raw -4596118.246020 + Penalty 11965.884115 = -4584152.361905
  nChanged 19
		SP:Iteration 96Q (32032.880000 sec): 3 clusters
  Score: Raw -4596122.445235 + Penalty 11965.884115 = -4584156.561120
  nChanged 15
		SP:Iteration 97Q (32033.010000 sec): 3 clusters
  Score: Raw -4596125.608115 + Penalty 11965.884115 = -4584159.724000
  nChanged 16
		SP:Iteration 98Q (32033.130000 sec): 3 clusters
  Score: Raw -4596128.613660 + Penalty 11965.884115 = -4584162.729545
  nChanged 15
		SP:Iteration 99Q (32033.250000 sec): 3 clusters
  Score: Raw -4596131.571763 + Penalty 11965.884115 = -4584165.687648
  nChanged 18
		SP:Iteration 100F (32033.390000 sec): 3 clusters
  Score: Raw -4596135.797669 + Penalty 11965.884115 = -4584169.913554
  nChanged 11
		SP:Iteration 101Q (32033.510000 sec): 3 clusters
  Score: Raw -4596138.326499 + Penalty 11965.884115 = -4584172.442384
  nChanged 15
		SP:Iteration 102Q (32033.630000 sec): 3 clusters
  Score: Raw -4596141.038286 + Penalty 11965.884115 = -4584175.154171
  nChanged 9
		SP:Iteration 103Q (32033.750000 sec): 3 clusters
  Score: Raw -4596142.941474 + Penalty 11965.884115 = -4584177.057359
  nChanged 10
		SP:Iteration 104Q (32033.870000 sec): 3 clusters
  Score: Raw -4596145.201817 + Penalty 11965.884115 = -4584179.317702
  nChanged 6
		SP:Iteration 105Q (32034.000000 sec): 3 clusters
  Score: Raw -4596146.412872 + Penalty 11965.884115 = -4584180.528756
  nChanged 6
		SP:Iteration 106Q (32034.120000 sec): 3 clusters
  Score: Raw -4596147.529849 + Penalty 11965.884115 = -4584181.645733
  nChanged 5
		SP:Iteration 107Q (32034.240000 sec): 3 clusters
  Score: Raw -4596148.521044 + Penalty 11965.884115 = -4584182.636929
  nChanged 3
		SP:Iteration 108Q (32034.370000 sec): 3 clusters
  Score: Raw -4596149.219442 + Penalty 11965.884115 = -4584183.335326
  nChanged 2
		SP:Iteration 109Q (32034.490000 sec): 3 clusters
  Score: Raw -4596149.620412 + Penalty 11965.884115 = -4584183.736297
  nChanged 2
		SP:Iteration 110Q (32034.610000 sec): 3 clusters
  Score: Raw -4596149.828206 + Penalty 11965.884115 = -4584183.944091
  nChanged 1
		SP:Iteration 111Q (32034.730000 sec): 3 clusters
  Score: Raw -4596150.005906 + Penalty 11965.884115 = -4584184.121790
  nChanged 2
		SP:Iteration 112Q (32034.860000 sec): 3 clusters
  Score: Raw -4596150.396769 + Penalty 11965.884115 = -4584184.512654
  nChanged 3
		SP:Iteration 113Q (32034.980000 sec): 3 clusters
  Score: Raw -4596150.905030 + Penalty 11965.884115 = -4584185.020914
  nChanged 0
		SP:Iteration 114F (32035.110000 sec): 3 clusters
  Score: Raw -4596150.905030 + Penalty 11965.884115 = -4584185.020914
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32035.150000 sec): 2 clusters
  Score: Raw -861218.062753 + Penalty 4995.686785 = -856222.375967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32035.170000 sec): 3 clusters
  Score: Raw -860135.571140 + Penalty 9991.373571 = -850144.197569
  nChanged 1011
		SP:Iteration 1F (32035.200000 sec): 3 clusters
  Score: Raw -861214.150109 + Penalty 9991.373571 = -851222.776539
  nChanged 311
		SP:Iteration 2F (32035.230000 sec): 3 clusters
  Score: Raw -861651.277292 + Penalty 9991.373571 = -851659.903721
  nChanged 196
		SP:Iteration 3F (32035.250000 sec): 3 clusters
  Score: Raw -861923.351428 + Penalty 9991.373571 = -851931.977857
  nChanged 146
		SP:Iteration 4Q (32035.280000 sec): 3 clusters
  Score: Raw -862119.707882 + Penalty 9991.373571 = -852128.334311
  nChanged 131
		SP:Iteration 5Q (32035.300000 sec): 3 clusters
  Score: Raw -862294.155068 + Penalty 9991.373571 = -852302.781497
  nChanged 107
		SP:Iteration 6Q (32035.330000 sec): 3 clusters
  Score: Raw -862435.267227 + Penalty 9991.373571 = -852443.893656
  nChanged 87
		SP:Iteration 7Q (32035.350000 sec): 3 clusters
  Score: Raw -862560.215295 + Penalty 9991.373571 = -852568.841724
  nChanged 85
		SP:Iteration 8Q (32035.380000 sec): 3 clusters
  Score: Raw -862673.462648 + Penalty 9991.373571 = -852682.089077
  nChanged 61
		SP:Iteration 9Q (32035.400000 sec): 3 clusters
  Score: Raw -862766.380053 + Penalty 9991.373571 = -852775.006482
  nChanged 61
		SP:Iteration 10Q (32035.430000 sec): 3 clusters
  Score: Raw -862853.877454 + Penalty 9991.373571 = -852862.503883
  nChanged 47
		SP:Iteration 11Q (32035.450000 sec): 3 clusters
  Score: Raw -862925.040539 + Penalty 9991.373571 = -852933.666968
  nChanged 39
		SP:Iteration 12Q (32035.470000 sec): 3 clusters
  Score: Raw -862978.148071 + Penalty 9991.373571 = -852986.774500
  nChanged 19
		SP:Iteration 13Q (32035.490000 sec): 3 clusters
  Score: Raw -863001.804578 + Penalty 9991.373571 = -853010.431007
  nChanged 30
		SP:Iteration 14Q (32035.520000 sec): 3 clusters
  Score: Raw -863032.309109 + Penalty 9991.373571 = -853040.935538
  nChanged 25
		SP:Iteration 15Q (32035.540000 sec): 3 clusters
  Score: Raw -863064.065165 + Penalty 9991.373571 = -853072.691594
  nChanged 29
		SP:Iteration 16Q (32035.570000 sec): 3 clusters
  Score: Raw -863104.446378 + Penalty 9991.373571 = -853113.072807
  nChanged 32
		SP:Iteration 17Q (32035.590000 sec): 3 clusters
  Score: Raw -863142.042618 + Penalty 9991.373571 = -853150.669047
  nChanged 18
		SP:Iteration 18Q (32035.610000 sec): 3 clusters
  Score: Raw -863160.177359 + Penalty 9991.373571 = -853168.803788
  nChanged 16
		SP:Iteration 19Q (32035.630000 sec): 3 clusters
  Score: Raw -863175.032822 + Penalty 9991.373571 = -853183.659251
  nChanged 17
		SP:Iteration 20F (32035.660000 sec): 3 clusters
  Score: Raw -863199.227737 + Penalty 9991.373571 = -853207.854166
  nChanged 18
		SP:Iteration 21Q (32035.680000 sec): 3 clusters
  Score: Raw -863219.026451 + Penalty 9991.373571 = -853227.652880
  nChanged 16
		SP:Iteration 22Q (32035.710000 sec): 3 clusters
  Score: Raw -863230.671892 + Penalty 9991.373571 = -853239.298321
  nChanged 9
		SP:Iteration 23Q (32035.730000 sec): 3 clusters
  Score: Raw -863240.115745 + Penalty 9991.373571 = -853248.742174
  nChanged 5
		SP:Iteration 24Q (32035.750000 sec): 3 clusters
  Score: Raw -863249.653007 + Penalty 9991.373571 = -853258.279436
  nChanged 7
		SP:Iteration 25Q (32035.770000 sec): 3 clusters
  Score: Raw -863257.141792 + Penalty 9991.373571 = -853265.768221
  nChanged 9
		SP:Iteration 26Q (32035.800000 sec): 3 clusters
  Score: Raw -863271.172559 + Penalty 9991.373571 = -853279.798988
  nChanged 10
		SP:Iteration 27Q (32035.820000 sec): 3 clusters
  Score: Raw -863286.801084 + Penalty 9991.373571 = -853295.427513
  nChanged 7
		SP:Iteration 28Q (32035.840000 sec): 3 clusters
  Score: Raw -863297.829166 + Penalty 9991.373571 = -853306.455595
  nChanged 10
		SP:Iteration 29Q (32035.870000 sec): 3 clusters
  Score: Raw -863309.967618 + Penalty 9991.373571 = -853318.594047
  nChanged 9
		SP:Iteration 30Q (32035.900000 sec): 3 clusters
  Score: Raw -863322.787182 + Penalty 9991.373571 = -853331.413611
  nChanged 8
		SP:Iteration 31Q (32035.920000 sec): 3 clusters
  Score: Raw -863333.596052 + Penalty 9991.373571 = -853342.222481
  nChanged 8
		SP:Iteration 32Q (32035.940000 sec): 3 clusters
  Score: Raw -863341.364263 + Penalty 9991.373571 = -853349.990692
  nChanged 6
		SP:Iteration 33Q (32035.960000 sec): 3 clusters
  Score: Raw -863350.435448 + Penalty 9991.373571 = -853359.061877
  nChanged 8
		SP:Iteration 34Q (32035.990000 sec): 3 clusters
  Score: Raw -863362.650585 + Penalty 9991.373571 = -853371.277014
  nChanged 11
		SP:Iteration 35Q (32036.010000 sec): 3 clusters
  Score: Raw -863374.405315 + Penalty 9991.373571 = -853383.031744
  nChanged 7
		SP:Iteration 36Q (32036.030000 sec): 3 clusters
  Score: Raw -863381.336945 + Penalty 9991.373571 = -853389.963374
  nChanged 7
		SP:Iteration 37Q (32036.060000 sec): 3 clusters
  Score: Raw -863388.351197 + Penalty 9991.373571 = -853396.977626
  nChanged 7
		SP:Iteration 38Q (32036.080000 sec): 3 clusters
  Score: Raw -863398.135792 + Penalty 9991.373571 = -853406.762221
  nChanged 14
		SP:Iteration 39Q (32036.100000 sec): 3 clusters
  Score: Raw -863416.038228 + Penalty 9991.373571 = -853424.664657
  nChanged 9
		SP:Iteration 40F (32036.120000 sec): 3 clusters
  Score: Raw -863432.024689 + Penalty 9991.373571 = -853440.651118
  nChanged 12
		SP:Iteration 41Q (32036.150000 sec): 3 clusters
  Score: Raw -863443.392124 + Penalty 9991.373571 = -853452.018554
  nChanged 7
		SP:Iteration 42Q (32036.170000 sec): 3 clusters
  Score: Raw -863449.460618 + Penalty 9991.373571 = -853458.087047
  nChanged 5
		SP:Iteration 43Q (32036.190000 sec): 3 clusters
  Score: Raw -863456.084459 + Penalty 9991.373571 = -853464.710888
  nChanged 3
		SP:Iteration 44Q (32036.220000 sec): 3 clusters
  Score: Raw -863459.891266 + Penalty 9991.373571 = -853468.517695
  nChanged 1
		SP:Iteration 45Q (32036.240000 sec): 3 clusters
  Score: Raw -863460.737800 + Penalty 9991.373571 = -853469.364229
  nChanged 1
		SP:Iteration 46Q (32036.260000 sec): 3 clusters
  Score: Raw -863461.445508 + Penalty 9991.373571 = -853470.071938
  nChanged 1
		SP:Iteration 47Q (32036.280000 sec): 3 clusters
  Score: Raw -863462.707309 + Penalty 9991.373571 = -853471.333738
  nChanged 1
		SP:Iteration 48Q (32036.310000 sec): 3 clusters
  Score: Raw -863463.832154 + Penalty 9991.373571 = -853472.458583
  nChanged 0
		SP:Iteration 49F (32036.330000 sec): 3 clusters
  Score: Raw -863463.832154 + Penalty 9991.373571 = -853472.458583
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32036.350000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32036.360000 sec): 3 clusters
  Score: Raw -382038.269982 + Penalty 8912.086091 = -373126.183891
  nChanged 269
		SP:Iteration 1F (32036.370000 sec): 3 clusters
  Score: Raw -382477.495308 + Penalty 8912.086091 = -373565.409217
  nChanged 72
		SP:Iteration 2Q (32036.380000 sec): 3 clusters
  Score: Raw -382649.136010 + Penalty 8912.086091 = -373737.049919
  nChanged 38
		SP:Iteration 3Q (32036.390000 sec): 3 clusters
  Score: Raw -382771.631548 + Penalty 8912.086091 = -373859.545457
  nChanged 39
		SP:Iteration 4Q (32036.400000 sec): 3 clusters
  Score: Raw -382899.369862 + Penalty 8912.086091 = -373987.283770
  nChanged 34
		SP:Iteration 5Q (32036.410000 sec): 3 clusters
  Score: Raw -382993.415690 + Penalty 8912.086091 = -374081.329599
  nChanged 24
		SP:Iteration 6Q (32036.420000 sec): 3 clusters
  Score: Raw -383067.013127 + Penalty 8912.086091 = -374154.927035
  nChanged 29
		SP:Iteration 7Q (32036.430000 sec): 3 clusters
  Score: Raw -383134.197617 + Penalty 8912.086091 = -374222.111526
  nChanged 28
		SP:Iteration 8Q (32036.440000 sec): 3 clusters
  Score: Raw -383196.036955 + Penalty 8912.086091 = -374283.950863
  nChanged 17
		SP:Iteration 9Q (32036.450000 sec): 3 clusters
  Score: Raw -383230.198765 + Penalty 8912.086091 = -374318.112673
  nChanged 17
		SP:Iteration 10Q (32036.460000 sec): 3 clusters
  Score: Raw -383263.841979 + Penalty 8912.086091 = -374351.755887
  nChanged 14
		SP:Iteration 11Q (32036.470000 sec): 3 clusters
  Score: Raw -383297.573079 + Penalty 8912.086091 = -374385.486987
  nChanged 20
		SP:Iteration 12Q (32036.480000 sec): 3 clusters
  Score: Raw -383343.633818 + Penalty 8912.086091 = -374431.547727
  nChanged 12
		SP:Iteration 13Q (32036.490000 sec): 3 clusters
  Score: Raw -383404.205951 + Penalty 8912.086091 = -374492.119859
  nChanged 11
		SP:Iteration 14Q (32036.500000 sec): 3 clusters
  Score: Raw -383420.808532 + Penalty 8912.086091 = -374508.722441
  nChanged 5
		SP:Iteration 15Q (32036.510000 sec): 3 clusters
  Score: Raw -383429.123562 + Penalty 8912.086091 = -374517.037471
  nChanged 4
		SP:Iteration 16Q (32036.520000 sec): 3 clusters
  Score: Raw -383436.079518 + Penalty 8912.086091 = -374523.993426
  nChanged 2
		SP:Iteration 17Q (32036.530000 sec): 3 clusters
  Score: Raw -383439.578230 + Penalty 8912.086091 = -374527.492139
  nChanged 0
		SP:Iteration 18F (32036.540000 sec): 3 clusters
  Score: Raw -383439.578230 + Penalty 8912.086091 = -374527.492139
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32036.550000 sec): 2 clusters
  Score: Raw -336462.275837 + Penalty 4393.579942 = -332068.695895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32036.560000 sec): 3 clusters
  Score: Raw -336439.137330 + Penalty 8787.159885 = -327651.977445
  nChanged 243
		SP:Iteration 1F (32036.570000 sec): 3 clusters
  Score: Raw -336905.073030 + Penalty 8787.159885 = -328117.913146
  nChanged 64
		SP:Iteration 2Q (32036.580000 sec): 3 clusters
  Score: Raw -337060.534434 + Penalty 8787.159885 = -328273.374550
  nChanged 43
		SP:Iteration 3Q (32036.590000 sec): 3 clusters
  Score: Raw -337168.646660 + Penalty 8787.159885 = -328381.486775
  nChanged 15
		SP:Iteration 4Q (32036.600000 sec): 3 clusters
  Score: Raw -337197.258109 + Penalty 8787.159885 = -328410.098225
  nChanged 7
		SP:Iteration 5Q (32036.610000 sec): 3 clusters
  Score: Raw -337209.142315 + Penalty 8787.159885 = -328421.982431
  nChanged 4
		SP:Iteration 6Q (32036.620000 sec): 3 clusters
  Score: Raw -337217.226010 + Penalty 8787.159885 = -328430.066126
  nChanged 1
		SP:Iteration 7Q (32036.630000 sec): 3 clusters
  Score: Raw -337220.287005 + Penalty 8787.159885 = -328433.127120
  nChanged 0
		SP:Iteration 8F (32036.640000 sec): 3 clusters
  Score: Raw -337220.287005 + Penalty 8787.159885 = -328433.127120
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32036.740000 sec): 2 clusters
  Score: Raw -3451231.167806 + Penalty 5814.576282 = -3445416.591524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32036.840000 sec): 3 clusters
  Score: Raw -3444834.699339 + Penalty 11629.152564 = -3433205.546775
  nChanged 5033
		SP:Iteration 1F (32036.940000 sec): 3 clusters
  Score: Raw -3447691.495996 + Penalty 11629.152564 = -3436062.343432
  nChanged 984
		SP:Iteration 2F (32037.040000 sec): 3 clusters
  Score: Raw -3448234.975695 + Penalty 11629.152564 = -3436605.823131
  nChanged 625
		SP:Iteration 3Q (32037.140000 sec): 3 clusters
  Score: Raw -3448544.406176 + Penalty 11629.152564 = -3436915.253612
  nChanged 439
		SP:Iteration 4Q (32037.240000 sec): 3 clusters
  Score: Raw -3448730.786501 + Penalty 11629.152564 = -3437101.633937
  nChanged 333
		SP:Iteration 5Q (32037.340000 sec): 3 clusters
  Score: Raw -3448871.990562 + Penalty 11629.152564 = -3437242.837998
  nChanged 277
		SP:Iteration 6Q (32037.440000 sec): 3 clusters
  Score: Raw -3448979.236779 + Penalty 11629.152564 = -3437350.084215
  nChanged 235
		SP:Iteration 7Q (32037.540000 sec): 3 clusters
  Score: Raw -3449078.944899 + Penalty 11629.152564 = -3437449.792335
  nChanged 227
		SP:Iteration 8Q (32037.640000 sec): 3 clusters
  Score: Raw -3449174.438448 + Penalty 11629.152564 = -3437545.285884
  nChanged 215
		SP:Iteration 9Q (32037.740000 sec): 3 clusters
  Score: Raw -3449270.668845 + Penalty 11629.152564 = -3437641.516281
  nChanged 251
		SP:Iteration 10Q (32037.840000 sec): 3 clusters
  Score: Raw -3449378.482127 + Penalty 11629.152564 = -3437749.329563
  nChanged 228
		SP:Iteration 11Q (32037.950000 sec): 3 clusters
  Score: Raw -3449481.304601 + Penalty 11629.152564 = -3437852.152037
  nChanged 237
		SP:Iteration 12Q (32038.050000 sec): 3 clusters
  Score: Raw -3449595.540236 + Penalty 11629.152564 = -3437966.387672
  nChanged 238
		SP:Iteration 13Q (32038.150000 sec): 3 clusters
  Score: Raw -3449722.170507 + Penalty 11629.152564 = -3438093.017943
  nChanged 262
		SP:Iteration 14Q (32038.250000 sec): 3 clusters
  Score: Raw -3449861.762634 + Penalty 11629.152564 = -3438232.610070
  nChanged 275
		SP:Iteration 15Q (32038.350000 sec): 3 clusters
  Score: Raw -3449998.228053 + Penalty 11629.152564 = -3438369.075489
  nChanged 288
		SP:Iteration 16Q (32038.450000 sec): 3 clusters
  Score: Raw -3450145.832452 + Penalty 11629.152564 = -3438516.679888
  nChanged 294
		SP:Iteration 17Q (32038.550000 sec): 3 clusters
  Score: Raw -3450295.956768 + Penalty 11629.152564 = -3438666.804204
  nChanged 314
		SP:Iteration 18Q (32038.650000 sec): 3 clusters
  Score: Raw -3450464.402931 + Penalty 11629.152564 = -3438835.250367
  nChanged 294
		SP:Iteration 19Q (32038.750000 sec): 3 clusters
  Score: Raw -3450623.195323 + Penalty 11629.152564 = -3438994.042759
  nChanged 301
		SP:Iteration 20F (32038.850000 sec): 3 clusters
  Score: Raw -3450801.760099 + Penalty 11629.152564 = -3439172.607535
  nChanged 305
		SP:Iteration 21Q (32038.950000 sec): 3 clusters
  Score: Raw -3451002.575149 + Penalty 11629.152564 = -3439373.422585
  nChanged 359
		SP:Iteration 22Q (32039.050000 sec): 3 clusters
  Score: Raw -3451244.470601 + Penalty 11629.152564 = -3439615.318037
  nChanged 336
		SP:Iteration 23Q (32039.140000 sec): 3 clusters
  Score: Raw -3451451.213524 + Penalty 11629.152564 = -3439822.060960
  nChanged 264
		SP:Iteration 24Q (32039.240000 sec): 3 clusters
  Score: Raw -3451626.065573 + Penalty 11629.152564 = -3439996.913009
  nChanged 232
		SP:Iteration 25Q (32039.340000 sec): 3 clusters
  Score: Raw -3451777.382722 + Penalty 11629.152564 = -3440148.230158
  nChanged 205
		SP:Iteration 26Q (32039.440000 sec): 3 clusters
  Score: Raw -3451904.816218 + Penalty 11629.152564 = -3440275.663654
  nChanged 181
		SP:Iteration 27Q (32039.530000 sec): 3 clusters
  Score: Raw -3452028.443473 + Penalty 11629.152564 = -3440399.290909
  nChanged 175
		SP:Iteration 28Q (32039.630000 sec): 3 clusters
  Score: Raw -3452123.943540 + Penalty 11629.152564 = -3440494.790976
  nChanged 144
		SP:Iteration 29Q (32039.720000 sec): 3 clusters
  Score: Raw -3452203.404202 + Penalty 11629.152564 = -3440574.251638
  nChanged 131
		SP:Iteration 30Q (32039.820000 sec): 3 clusters
  Score: Raw -3452262.690016 + Penalty 11629.152564 = -3440633.537452
  nChanged 102
		SP:Iteration 31Q (32039.910000 sec): 3 clusters
  Score: Raw -3452307.591385 + Penalty 11629.152564 = -3440678.438821
  nChanged 93
		SP:Iteration 32Q (32040.000000 sec): 3 clusters
  Score: Raw -3452346.446584 + Penalty 11629.152564 = -3440717.294020
  nChanged 80
		SP:Iteration 33Q (32040.100000 sec): 3 clusters
  Score: Raw -3452382.236268 + Penalty 11629.152564 = -3440753.083704
  nChanged 81
		SP:Iteration 34Q (32040.190000 sec): 3 clusters
  Score: Raw -3452417.605478 + Penalty 11629.152564 = -3440788.452914
  nChanged 60
		SP:Iteration 35Q (32040.280000 sec): 3 clusters
  Score: Raw -3452448.326679 + Penalty 11629.152564 = -3440819.174115
  nChanged 59
		SP:Iteration 36Q (32040.370000 sec): 3 clusters
  Score: Raw -3452474.502025 + Penalty 11629.152564 = -3440845.349461
  nChanged 42
		SP:Iteration 37Q (32040.460000 sec): 3 clusters
  Score: Raw -3452493.665810 + Penalty 11629.152564 = -3440864.513246
  nChanged 41
		SP:Iteration 38Q (32040.560000 sec): 3 clusters
  Score: Raw -3452511.142324 + Penalty 11629.152564 = -3440881.989760
  nChanged 29
		SP:Iteration 39Q (32040.650000 sec): 3 clusters
  Score: Raw -3452526.790720 + Penalty 11629.152564 = -3440897.638156
  nChanged 48
		SP:Iteration 40F (32040.750000 sec): 3 clusters
  Score: Raw -3452549.239751 + Penalty 11629.152564 = -3440920.087187
  nChanged 45
		SP:Iteration 41Q (32040.840000 sec): 3 clusters
  Score: Raw -3452569.123441 + Penalty 11629.152564 = -3440939.970877
  nChanged 45
		SP:Iteration 42Q (32040.940000 sec): 3 clusters
  Score: Raw -3452588.783163 + Penalty 11629.152564 = -3440959.630599
  nChanged 46
		SP:Iteration 43Q (32041.030000 sec): 3 clusters
  Score: Raw -3452606.674068 + Penalty 11629.152564 = -3440977.521504
  nChanged 31
		SP:Iteration 44Q (32041.120000 sec): 3 clusters
  Score: Raw -3452618.079486 + Penalty 11629.152564 = -3440988.926922
  nChanged 27
		SP:Iteration 45Q (32041.210000 sec): 3 clusters
  Score: Raw -3452628.844589 + Penalty 11629.152564 = -3440999.692025
  nChanged 24
		SP:Iteration 46Q (32041.300000 sec): 3 clusters
  Score: Raw -3452638.386591 + Penalty 11629.152564 = -3441009.234027
  nChanged 30
		SP:Iteration 47Q (32041.390000 sec): 3 clusters
  Score: Raw -3452651.448745 + Penalty 11629.152564 = -3441022.296181
  nChanged 24
		SP:Iteration 48Q (32041.490000 sec): 3 clusters
  Score: Raw -3452662.678039 + Penalty 11629.152564 = -3441033.525475
  nChanged 18
		SP:Iteration 49Q (32041.570000 sec): 3 clusters
  Score: Raw -3452670.769723 + Penalty 11629.152564 = -3441041.617159
  nChanged 26
		SP:Iteration 50Q (32041.670000 sec): 3 clusters
  Score: Raw -3452682.525461 + Penalty 11629.152564 = -3441053.372897
  nChanged 27
		SP:Iteration 51Q (32041.760000 sec): 3 clusters
  Score: Raw -3452693.939079 + Penalty 11629.152564 = -3441064.786515
  nChanged 18
		SP:Iteration 52Q (32041.850000 sec): 3 clusters
  Score: Raw -3452699.145599 + Penalty 11629.152564 = -3441069.993035
  nChanged 8
		SP:Iteration 53Q (32041.940000 sec): 3 clusters
  Score: Raw -3452703.667641 + Penalty 11629.152564 = -3441074.515077
  nChanged 8
		SP:Iteration 54Q (32042.030000 sec): 3 clusters
  Score: Raw -3452706.698178 + Penalty 11629.152564 = -3441077.545614
  nChanged 9
		SP:Iteration 55Q (32042.120000 sec): 3 clusters
  Score: Raw -3452709.532540 + Penalty 11629.152564 = -3441080.379976
  nChanged 9
		SP:Iteration 56Q (32042.210000 sec): 3 clusters
  Score: Raw -3452712.524285 + Penalty 11629.152564 = -3441083.371721
  nChanged 12
		SP:Iteration 57Q (32042.300000 sec): 3 clusters
  Score: Raw -3452717.251543 + Penalty 11629.152564 = -3441088.098979
  nChanged 9
		SP:Iteration 58Q (32042.390000 sec): 3 clusters
  Score: Raw -3452722.151018 + Penalty 11629.152564 = -3441092.998454
  nChanged 10
		SP:Iteration 59Q (32042.480000 sec): 3 clusters
  Score: Raw -3452725.108463 + Penalty 11629.152564 = -3441095.955899
  nChanged 7
		SP:Iteration 60F (32042.580000 sec): 3 clusters
  Score: Raw -3452728.088000 + Penalty 11629.152564 = -3441098.935436
  nChanged 9
		SP:Iteration 61Q (32042.670000 sec): 3 clusters
  Score: Raw -3452731.271067 + Penalty 11629.152564 = -3441102.118503
  nChanged 7
		SP:Iteration 62Q (32042.760000 sec): 3 clusters
  Score: Raw -3452735.304269 + Penalty 11629.152564 = -3441106.151705
  nChanged 7
		SP:Iteration 63Q (32042.850000 sec): 3 clusters
  Score: Raw -3452738.204825 + Penalty 11629.152564 = -3441109.052261
  nChanged 7
		SP:Iteration 64Q (32042.940000 sec): 3 clusters
  Score: Raw -3452741.500700 + Penalty 11629.152564 = -3441112.348136
  nChanged 5
		SP:Iteration 65Q (32043.030000 sec): 3 clusters
  Score: Raw -3452743.416996 + Penalty 11629.152564 = -3441114.264432
  nChanged 5
		SP:Iteration 66Q (32043.120000 sec): 3 clusters
  Score: Raw -3452745.177755 + Penalty 11629.152564 = -3441116.025191
  nChanged 5
		SP:Iteration 67Q (32043.210000 sec): 3 clusters
  Score: Raw -3452747.048356 + Penalty 11629.152564 = -3441117.895792
  nChanged 5
		SP:Iteration 68Q (32043.300000 sec): 3 clusters
  Score: Raw -3452748.822127 + Penalty 11629.152564 = -3441119.669563
  nChanged 7
		SP:Iteration 69Q (32043.390000 sec): 3 clusters
  Score: Raw -3452751.506279 + Penalty 11629.152564 = -3441122.353715
  nChanged 9
		SP:Iteration 70Q (32043.480000 sec): 3 clusters
  Score: Raw -3452754.440384 + Penalty 11629.152564 = -3441125.287820
  nChanged 6
		SP:Iteration 71Q (32043.570000 sec): 3 clusters
  Score: Raw -3452756.472804 + Penalty 11629.152564 = -3441127.320240
  nChanged 8
		SP:Iteration 72Q (32043.660000 sec): 3 clusters
  Score: Raw -3452759.211802 + Penalty 11629.152564 = -3441130.059238
  nChanged 2
		SP:Iteration 73Q (32043.750000 sec): 3 clusters
  Score: Raw -3452759.831124 + Penalty 11629.152564 = -3441130.678560
  nChanged 0
		SP:Iteration 74F (32043.850000 sec): 3 clusters
  Score: Raw -3452759.831124 + Penalty 11629.152564 = -3441130.678560
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (15834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32043.960000 sec): 2 clusters
  Score: Raw -4221197.074011 + Penalty 5922.822819 = -4215274.251193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32044.080000 sec): 3 clusters
  Score: Raw -4213426.410035 + Penalty 11845.645637 = -4201580.764398
  nChanged 6015
		SP:Iteration 1F (32044.200000 sec): 3 clusters
  Score: Raw -4216575.000904 + Penalty 11845.645637 = -4204729.355267
  nChanged 1048
		SP:Iteration 2F (32044.320000 sec): 3 clusters
  Score: Raw -4217114.509493 + Penalty 11845.645637 = -4205268.863856
  nChanged 775
		SP:Iteration 3Q (32044.440000 sec): 3 clusters
  Score: Raw -4217507.713977 + Penalty 11845.645637 = -4205662.068340
  nChanged 644
		SP:Iteration 4Q (32044.560000 sec): 3 clusters
  Score: Raw -4217841.418460 + Penalty 11845.645637 = -4205995.772823
  nChanged 614
		SP:Iteration 5Q (32044.690000 sec): 3 clusters
  Score: Raw -4218178.709055 + Penalty 11845.645637 = -4206333.063418
  nChanged 594
		SP:Iteration 6Q (32044.810000 sec): 3 clusters
  Score: Raw -4218516.647904 + Penalty 11845.645637 = -4206671.002267
  nChanged 569
		SP:Iteration 7Q (32044.930000 sec): 3 clusters
  Score: Raw -4218825.706901 + Penalty 11845.645637 = -4206980.061264
  nChanged 522
		SP:Iteration 8Q (32045.050000 sec): 3 clusters
  Score: Raw -4219094.741893 + Penalty 11845.645637 = -4207249.096256
  nChanged 459
		SP:Iteration 9Q (32045.170000 sec): 3 clusters
  Score: Raw -4219322.984562 + Penalty 11845.645637 = -4207477.338925
  nChanged 463
		SP:Iteration 10Q (32045.290000 sec): 3 clusters
  Score: Raw -4219540.458845 + Penalty 11845.645637 = -4207694.813208
  nChanged 431
		SP:Iteration 11Q (32045.410000 sec): 3 clusters
  Score: Raw -4219748.709973 + Penalty 11845.645637 = -4207903.064336
  nChanged 378
		SP:Iteration 12Q (32045.530000 sec): 3 clusters
  Score: Raw -4219945.696208 + Penalty 11845.645637 = -4208100.050571
  nChanged 384
		SP:Iteration 13Q (32045.650000 sec): 3 clusters
  Score: Raw -4220138.869670 + Penalty 11845.645637 = -4208293.224033
  nChanged 345
		SP:Iteration 14Q (32045.770000 sec): 3 clusters
  Score: Raw -4220304.170791 + Penalty 11845.645637 = -4208458.525154
  nChanged 294
		SP:Iteration 15Q (32045.890000 sec): 3 clusters
  Score: Raw -4220446.825580 + Penalty 11845.645637 = -4208601.179943
  nChanged 286
		SP:Iteration 16Q (32046.010000 sec): 3 clusters
  Score: Raw -4220589.275823 + Penalty 11845.645637 = -4208743.630186
  nChanged 261
		SP:Iteration 17Q (32046.130000 sec): 3 clusters
  Score: Raw -4220729.532077 + Penalty 11845.645637 = -4208883.886440
  nChanged 246
		SP:Iteration 18Q (32046.250000 sec): 3 clusters
  Score: Raw -4220869.213590 + Penalty 11845.645637 = -4209023.567953
  nChanged 236
		SP:Iteration 19Q (32046.370000 sec): 3 clusters
  Score: Raw -4221010.501597 + Penalty 11845.645637 = -4209164.855960
  nChanged 237
		SP:Iteration 20F (32046.490000 sec): 3 clusters
  Score: Raw -4221158.171662 + Penalty 11845.645637 = -4209312.526025
  nChanged 206
		SP:Iteration 21Q (32046.610000 sec): 3 clusters
  Score: Raw -4221274.906855 + Penalty 11845.645637 = -4209429.261218
  nChanged 171
		SP:Iteration 22Q (32046.730000 sec): 3 clusters
  Score: Raw -4221376.856975 + Penalty 11845.645637 = -4209531.211338
  nChanged 188
		SP:Iteration 23Q (32046.850000 sec): 3 clusters
  Score: Raw -4221492.871721 + Penalty 11845.645637 = -4209647.226084
  nChanged 174
		SP:Iteration 24Q (32046.960000 sec): 3 clusters
  Score: Raw -4221599.191322 + Penalty 11845.645637 = -4209753.545685
  nChanged 137
		SP:Iteration 25Q (32047.080000 sec): 3 clusters
  Score: Raw -4221692.963570 + Penalty 11845.645637 = -4209847.317933
  nChanged 121
		SP:Iteration 26Q (32047.190000 sec): 3 clusters
  Score: Raw -4221768.959832 + Penalty 11845.645637 = -4209923.314195
  nChanged 105
		SP:Iteration 27Q (32047.310000 sec): 3 clusters
  Score: Raw -4221837.868434 + Penalty 11845.645637 = -4209992.222797
  nChanged 91
		SP:Iteration 28Q (32047.420000 sec): 3 clusters
  Score: Raw -4221889.897120 + Penalty 11845.645637 = -4210044.251483
  nChanged 75
		SP:Iteration 29Q (32047.530000 sec): 3 clusters
  Score: Raw -4221936.187850 + Penalty 11845.645637 = -4210090.542213
  nChanged 68
		SP:Iteration 30Q (32047.640000 sec): 3 clusters
  Score: Raw -4221973.532147 + Penalty 11845.645637 = -4210127.886510
  nChanged 59
		SP:Iteration 31Q (32047.750000 sec): 3 clusters
  Score: Raw -4222010.402721 + Penalty 11845.645637 = -4210164.757084
  nChanged 45
		SP:Iteration 32Q (32047.850000 sec): 3 clusters
  Score: Raw -4222032.920140 + Penalty 11845.645637 = -4210187.274503
  nChanged 35
		SP:Iteration 33Q (32047.960000 sec): 3 clusters
  Score: Raw -4222051.332292 + Penalty 11845.645637 = -4210205.686655
  nChanged 33
		SP:Iteration 34Q (32048.070000 sec): 3 clusters
  Score: Raw -4222068.098501 + Penalty 11845.645637 = -4210222.452864
  nChanged 24
		SP:Iteration 35Q (32048.170000 sec): 3 clusters
  Score: Raw -4222082.573324 + Penalty 11845.645637 = -4210236.927687
  nChanged 35
		SP:Iteration 36Q (32048.280000 sec): 3 clusters
  Score: Raw -4222102.083699 + Penalty 11845.645637 = -4210256.438062
  nChanged 32
		SP:Iteration 37Q (32048.380000 sec): 3 clusters
  Score: Raw -4222118.405199 + Penalty 11845.645637 = -4210272.759562
  nChanged 23
		SP:Iteration 38Q (32048.490000 sec): 3 clusters
  Score: Raw -4222133.600539 + Penalty 11845.645637 = -4210287.954902
  nChanged 20
		SP:Iteration 39Q (32048.590000 sec): 3 clusters
  Score: Raw -4222144.278357 + Penalty 11845.645637 = -4210298.632720
  nChanged 20
		SP:Iteration 40F (32048.710000 sec): 3 clusters
  Score: Raw -4222153.760670 + Penalty 11845.645637 = -4210308.115033
  nChanged 17
		SP:Iteration 41Q (32048.820000 sec): 3 clusters
  Score: Raw -4222162.514057 + Penalty 11845.645637 = -4210316.868420
  nChanged 14
		SP:Iteration 42Q (32048.920000 sec): 3 clusters
  Score: Raw -4222168.743740 + Penalty 11845.645637 = -4210323.098103
  nChanged 13
		SP:Iteration 43Q (32049.030000 sec): 3 clusters
  Score: Raw -4222173.633643 + Penalty 11845.645637 = -4210327.988006
  nChanged 11
		SP:Iteration 44Q (32049.130000 sec): 3 clusters
  Score: Raw -4222178.538404 + Penalty 11845.645637 = -4210332.892767
  nChanged 6
		SP:Iteration 45Q (32049.230000 sec): 3 clusters
  Score: Raw -4222181.199948 + Penalty 11845.645637 = -4210335.554311
  nChanged 7
		SP:Iteration 46Q (32049.340000 sec): 3 clusters
  Score: Raw -4222185.767332 + Penalty 11845.645637 = -4210340.121695
  nChanged 4
		SP:Iteration 47Q (32049.440000 sec): 3 clusters
  Score: Raw -4222187.667066 + Penalty 11845.645637 = -4210342.021429
  nChanged 5
		SP:Iteration 48Q (32049.540000 sec): 3 clusters
  Score: Raw -4222190.039108 + Penalty 11845.645637 = -4210344.393471
  nChanged 7
		SP:Iteration 49Q (32049.650000 sec): 3 clusters
  Score: Raw -4222192.518541 + Penalty 11845.645637 = -4210346.872904
  nChanged 6
		SP:Iteration 50Q (32049.750000 sec): 3 clusters
  Score: Raw -4222194.670416 + Penalty 11845.645637 = -4210349.024779
  nChanged 5
		SP:Iteration 51Q (32049.850000 sec): 3 clusters
  Score: Raw -4222196.429719 + Penalty 11845.645637 = -4210350.784082
  nChanged 2
		SP:Iteration 52Q (32049.960000 sec): 3 clusters
  Score: Raw -4222197.955123 + Penalty 11845.645637 = -4210352.309486
  nChanged 3
		SP:Iteration 53Q (32050.060000 sec): 3 clusters
  Score: Raw -4222199.126273 + Penalty 11845.645637 = -4210353.480636
  nChanged 2
		SP:Iteration 54Q (32050.160000 sec): 3 clusters
  Score: Raw -4222200.328071 + Penalty 11845.645637 = -4210354.682434
  nChanged 2
		SP:Iteration 55Q (32050.270000 sec): 3 clusters
  Score: Raw -4222201.161584 + Penalty 11845.645637 = -4210355.515947
  nChanged 3
		SP:Iteration 56Q (32050.370000 sec): 3 clusters
  Score: Raw -4222202.270160 + Penalty 11845.645637 = -4210356.624523
  nChanged 4
		SP:Iteration 57Q (32050.470000 sec): 3 clusters
  Score: Raw -4222204.044604 + Penalty 11845.645637 = -4210358.398967
  nChanged 1
		SP:Iteration 58Q (32050.570000 sec): 3 clusters
  Score: Raw -4222204.258435 + Penalty 11845.645637 = -4210358.612798
  nChanged 0
		SP:Iteration 59F (32050.690000 sec): 3 clusters
  Score: Raw -4222204.258435 + Penalty 11845.645637 = -4210358.612798
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (89050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32051.310000 sec): 2 clusters
  Score: Raw -23730829.210299 + Penalty 6980.633889 = -23723848.576410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32051.990000 sec): 3 clusters
  Score: Raw -23676812.464899 + Penalty 13961.267779 = -23662851.197120
  nChanged 40547
		SP:Iteration 1F (32052.670000 sec): 3 clusters
  Score: Raw -23699021.387853 + Penalty 13961.267779 = -23685060.120074
  nChanged 3729
		SP:Iteration 2Q (32053.360000 sec): 3 clusters
  Score: Raw -23700144.822661 + Penalty 13961.267779 = -23686183.554882
  nChanged 3523
		SP:Iteration 3Q (32054.040000 sec): 3 clusters
  Score: Raw -23701243.404578 + Penalty 13961.267779 = -23687282.136799
  nChanged 3474
		SP:Iteration 4Q (32054.730000 sec): 3 clusters
  Score: Raw -23702410.218203 + Penalty 13961.267779 = -23688448.950424
  nChanged 3626
		SP:Iteration 5Q (32055.410000 sec): 3 clusters
  Score: Raw -23703803.793172 + Penalty 13961.267779 = -23689842.525393
  nChanged 4068
		SP:Iteration 6Q (32056.100000 sec): 3 clusters
  Score: Raw -23705753.737647 + Penalty 13961.267779 = -23691792.469868
  nChanged 5017
		SP:Iteration 7F (32056.780000 sec): 3 clusters
  Score: Raw -23708810.517379 + Penalty 13961.267779 = -23694849.249601
  nChanged 6056
		SP:Iteration 8F (32057.460000 sec): 3 clusters
  Score: Raw -23713302.675632 + Penalty 13961.267779 = -23699341.407854
  nChanged 6614
		SP:Iteration 9F (32058.130000 sec): 3 clusters
  Score: Raw -23719024.486835 + Penalty 13961.267779 = -23705063.219057
  nChanged 5892
		SP:Iteration 10F (32058.810000 sec): 3 clusters
  Score: Raw -23724490.772090 + Penalty 13961.267779 = -23710529.504312
  nChanged 4026
		SP:Iteration 11Q (32059.460000 sec): 3 clusters
  Score: Raw -23728188.495914 + Penalty 13961.267779 = -23714227.228135
  nChanged 2068
		SP:Iteration 12Q (32060.080000 sec): 3 clusters
  Score: Raw -23730035.625435 + Penalty 13961.267779 = -23716074.357656
  nChanged 973
		SP:Iteration 13Q (32060.650000 sec): 3 clusters
  Score: Raw -23730918.229499 + Penalty 13961.267779 = -23716956.961720
  nChanged 431
		SP:Iteration 14Q (32061.180000 sec): 3 clusters
  Score: Raw -23731333.540628 + Penalty 13961.267779 = -23717372.272849
  nChanged 231
		SP:Iteration 15Q (32061.690000 sec): 3 clusters
  Score: Raw -23731563.332264 + Penalty 13961.267779 = -23717602.064486
  nChanged 121
		SP:Iteration 16Q (32062.190000 sec): 3 clusters
  Score: Raw -23731672.905177 + Penalty 13961.267779 = -23717711.637399
  nChanged 88
		SP:Iteration 17Q (32062.680000 sec): 3 clusters
  Score: Raw -23731760.181674 + Penalty 13961.267779 = -23717798.913896
  nChanged 50
		SP:Iteration 18Q (32063.160000 sec): 3 clusters
  Score: Raw -23731807.333392 + Penalty 13961.267779 = -23717846.065613
  nChanged 37
		SP:Iteration 19Q (32063.640000 sec): 3 clusters
  Score: Raw -23731838.187067 + Penalty 13961.267779 = -23717876.919289
  nChanged 18
		SP:Iteration 20F (32064.310000 sec): 3 clusters
  Score: Raw -23731856.798912 + Penalty 13961.267779 = -23717895.531133
  nChanged 31
		SP:Iteration 21Q (32064.790000 sec): 3 clusters
  Score: Raw -23731885.144687 + Penalty 13961.267779 = -23717923.876909
  nChanged 20
		SP:Iteration 22Q (32065.270000 sec): 3 clusters
  Score: Raw -23731901.471401 + Penalty 13961.267779 = -23717940.203623
  nChanged 19
		SP:Iteration 23Q (32065.750000 sec): 3 clusters
  Score: Raw -23731917.881413 + Penalty 13961.267779 = -23717956.613634
  nChanged 14
		SP:Iteration 24Q (32066.230000 sec): 3 clusters
  Score: Raw -23731934.270017 + Penalty 13961.267779 = -23717973.002238
  nChanged 17
		SP:Iteration 25Q (32066.700000 sec): 3 clusters
  Score: Raw -23731944.594328 + Penalty 13961.267779 = -23717983.326550
  nChanged 10
		SP:Iteration 26Q (32067.180000 sec): 3 clusters
  Score: Raw -23731952.886703 + Penalty 13961.267779 = -23717991.618924
  nChanged 7
		SP:Iteration 27Q (32067.660000 sec): 3 clusters
  Score: Raw -23731959.227135 + Penalty 13961.267779 = -23717997.959356
  nChanged 7
		SP:Iteration 28Q (32068.130000 sec): 3 clusters
  Score: Raw -23731965.491474 + Penalty 13961.267779 = -23718004.223695
  nChanged 10
		SP:Iteration 29Q (32068.600000 sec): 3 clusters
  Score: Raw -23731972.063629 + Penalty 13961.267779 = -23718010.795850
  nChanged 4
		SP:Iteration 30Q (32069.080000 sec): 3 clusters
  Score: Raw -23731974.906209 + Penalty 13961.267779 = -23718013.638431
  nChanged 4
		SP:Iteration 31Q (32069.550000 sec): 3 clusters
  Score: Raw -23731978.401000 + Penalty 13961.267779 = -23718017.133221
  nChanged 2
		SP:Iteration 32Q (32070.020000 sec): 3 clusters
  Score: Raw -23731980.158616 + Penalty 13961.267779 = -23718018.890838
  nChanged 4
		SP:Iteration 33Q (32070.500000 sec): 3 clusters
  Score: Raw -23731983.482867 + Penalty 13961.267779 = -23718022.215088
  nChanged 1
		SP:Iteration 34Q (32070.970000 sec): 3 clusters
  Score: Raw -23731984.280627 + Penalty 13961.267779 = -23718023.012848
  nChanged 2
		SP:Iteration 35Q (32071.440000 sec): 3 clusters
  Score: Raw -23731985.424820 + Penalty 13961.267779 = -23718024.157041
  nChanged 2
		SP:Iteration 36Q (32071.920000 sec): 3 clusters
  Score: Raw -23731987.380064 + Penalty 13961.267779 = -23718026.112286
  nChanged 1
		SP:Iteration 37Q (32072.390000 sec): 3 clusters
  Score: Raw -23731987.670472 + Penalty 13961.267779 = -23718026.402693
  nChanged 1
		SP:Iteration 38Q (32072.860000 sec): 3 clusters
  Score: Raw -23731988.541871 + Penalty 13961.267779 = -23718027.274093
  nChanged 1
		SP:Iteration 39Q (32073.340000 sec): 3 clusters
  Score: Raw -23731988.841645 + Penalty 13961.267779 = -23718027.573867
  nChanged 0
		SP:Iteration 40F (32074.000000 sec): 3 clusters
  Score: Raw -23731988.841645 + Penalty 13961.267779 = -23718027.573867
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (8014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32074.110000 sec): 2 clusters
  Score: Raw -2039019.314802 + Penalty 5505.728991 = -2033513.585812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32074.170000 sec): 3 clusters
  Score: Raw -2035677.186654 + Penalty 11011.457982 = -2024665.728672
  nChanged 2780
		SP:Iteration 1F (32074.230000 sec): 3 clusters
  Score: Raw -2037484.852351 + Penalty 11011.457982 = -2026473.394370
  nChanged 666
		SP:Iteration 2F (32074.290000 sec): 3 clusters
  Score: Raw -2038071.410394 + Penalty 11011.457982 = -2027059.952413
  nChanged 466
		SP:Iteration 3F (32074.350000 sec): 3 clusters
  Score: Raw -2038544.654211 + Penalty 11011.457982 = -2027533.196229
  nChanged 449
		SP:Iteration 4F (32074.410000 sec): 3 clusters
  Score: Raw -2039045.163620 + Penalty 11011.457982 = -2028033.705638
  nChanged 436
		SP:Iteration 5F (32074.470000 sec): 3 clusters
  Score: Raw -2039583.350477 + Penalty 11011.457982 = -2028571.892495
  nChanged 431
		SP:Iteration 6F (32074.530000 sec): 3 clusters
  Score: Raw -2040150.321579 + Penalty 11011.457982 = -2029138.863597
  nChanged 439
		SP:Iteration 7F (32074.590000 sec): 3 clusters
  Score: Raw -2040826.002324 + Penalty 11011.457982 = -2029814.544342
  nChanged 449
		SP:Iteration 8F (32074.650000 sec): 3 clusters
  Score: Raw -2041662.265886 + Penalty 11011.457982 = -2030650.807904
  nChanged 405
		SP:Iteration 9F (32074.700000 sec): 3 clusters
  Score: Raw -2042319.269870 + Penalty 11011.457982 = -2031307.811888
  nChanged 284
		SP:Iteration 10Q (32074.760000 sec): 3 clusters
  Score: Raw -2042656.269413 + Penalty 11011.457982 = -2031644.811431
  nChanged 201
		SP:Iteration 11Q (32074.810000 sec): 3 clusters
  Score: Raw -2042880.210546 + Penalty 11011.457982 = -2031868.752565
  nChanged 155
		SP:Iteration 12Q (32074.860000 sec): 3 clusters
  Score: Raw -2043065.130737 + Penalty 11011.457982 = -2032053.672755
  nChanged 129
		SP:Iteration 13Q (32074.910000 sec): 3 clusters
  Score: Raw -2043198.461789 + Penalty 11011.457982 = -2032187.003807
  nChanged 83
		SP:Iteration 14Q (32074.960000 sec): 3 clusters
  Score: Raw -2043278.102711 + Penalty 11011.457982 = -2032266.644730
  nChanged 69
		SP:Iteration 15Q (32075.010000 sec): 3 clusters
  Score: Raw -2043323.632648 + Penalty 11011.457982 = -2032312.174666
  nChanged 34
		SP:Iteration 16Q (32075.060000 sec): 3 clusters
  Score: Raw -2043342.272522 + Penalty 11011.457982 = -2032330.814540
  nChanged 23
		SP:Iteration 17Q (32075.110000 sec): 3 clusters
  Score: Raw -2043354.531143 + Penalty 11011.457982 = -2032343.073161
  nChanged 19
		SP:Iteration 18Q (32075.160000 sec): 3 clusters
  Score: Raw -2043363.671956 + Penalty 11011.457982 = -2032352.213974
  nChanged 12
		SP:Iteration 19Q (32075.210000 sec): 3 clusters
  Score: Raw -2043369.731272 + Penalty 11011.457982 = -2032358.273291
  nChanged 13
		SP:Iteration 20F (32075.270000 sec): 3 clusters
  Score: Raw -2043375.331271 + Penalty 11011.457982 = -2032363.873290
  nChanged 9
		SP:Iteration 21Q (32075.320000 sec): 3 clusters
  Score: Raw -2043379.282080 + Penalty 11011.457982 = -2032367.824098
  nChanged 6
		SP:Iteration 22Q (32075.360000 sec): 3 clusters
  Score: Raw -2043381.946236 + Penalty 11011.457982 = -2032370.488254
  nChanged 3
		SP:Iteration 23Q (32075.410000 sec): 3 clusters
  Score: Raw -2043382.691759 + Penalty 11011.457982 = -2032371.233777
  nChanged 4
		SP:Iteration 24Q (32075.460000 sec): 3 clusters
  Score: Raw -2043383.735273 + Penalty 11011.457982 = -2032372.277291
  nChanged 4
		SP:Iteration 25Q (32075.510000 sec): 3 clusters
  Score: Raw -2043384.844070 + Penalty 11011.457982 = -2032373.386089
  nChanged 2
		SP:Iteration 26Q (32075.560000 sec): 3 clusters
  Score: Raw -2043385.665231 + Penalty 11011.457982 = -2032374.207250
  nChanged 1
		SP:Iteration 27Q (32075.610000 sec): 3 clusters
  Score: Raw -2043386.009612 + Penalty 11011.457982 = -2032374.551630
  nChanged 2
		SP:Iteration 28Q (32075.660000 sec): 3 clusters
  Score: Raw -2043386.672583 + Penalty 11011.457982 = -2032375.214601
  nChanged 0
		SP:Iteration 29F (32075.720000 sec): 3 clusters
  Score: Raw -2043386.672583 + Penalty 11011.457982 = -2032375.214601
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32075.730000 sec): 2 clusters
  Score: Raw -91796.825055 + Penalty 3780.166616 = -88016.658439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32075.740000 sec): 3 clusters
  Score: Raw -92866.527307 + Penalty 7560.333232 = -85306.194075
  nChanged 91
		SP:Iteration 1F (32075.740000 sec): 3 clusters
  Score: Raw -93584.515990 + Penalty 7560.333232 = -86024.182758
  nChanged 51
		SP:Iteration 2F (32075.740000 sec): 3 clusters
  Score: Raw -94456.148118 + Penalty 7560.333232 = -86895.814886
  nChanged 23
		SP:Iteration 3Q (32075.750000 sec): 3 clusters
  Score: Raw -94923.624376 + Penalty 7560.333232 = -87363.291144
  nChanged 16
		SP:Iteration 4Q (32075.750000 sec): 3 clusters
  Score: Raw -95192.797313 + Penalty 7560.333232 = -87632.464081
  nChanged 8
		SP:Iteration 5Q (32075.750000 sec): 3 clusters
  Score: Raw -95359.531412 + Penalty 7560.333232 = -87799.198181
  nChanged 0
		SP:Iteration 6F (32075.760000 sec): 3 clusters
  Score: Raw -95363.865973 + Penalty 7560.333232 = -87803.532741
  nChanged 1
		SP:Iteration 7Q (32075.760000 sec): 3 clusters
  Score: Raw -95401.279427 + Penalty 7560.333232 = -87840.946195
  nChanged 1
		SP:Iteration 8Q (32075.760000 sec): 3 clusters
  Score: Raw -95412.626656 + Penalty 7560.333232 = -87852.293424
  nChanged 1
		SP:Iteration 9Q (32075.760000 sec): 3 clusters
  Score: Raw -95420.056115 + Penalty 7560.333232 = -87859.722883
  nChanged 1
		SP:Iteration 10Q (32075.770000 sec): 3 clusters
  Score: Raw -95432.941099 + Penalty 7560.333232 = -87872.607868
  nChanged 2
		SP:Iteration 11Q (32075.770000 sec): 3 clusters
  Score: Raw -95485.140878 + Penalty 7560.333232 = -87924.807647
  nChanged 0
		SP:Iteration 12F (32075.780000 sec): 3 clusters
  Score: Raw -95485.140878 + Penalty 7560.333232 = -87924.807647
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32075.970000 sec): 2 clusters
  Score: Raw -7347390.326103 + Penalty 6264.137941 = -7341126.188162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32076.180000 sec): 3 clusters
  Score: Raw -7332381.118217 + Penalty 12528.275882 = -7319852.842335
  nChanged 11545
		SP:Iteration 1F (32076.390000 sec): 3 clusters
  Score: Raw -7338516.393467 + Penalty 12528.275882 = -7325988.117585
  nChanged 1701
		SP:Iteration 2F (32076.600000 sec): 3 clusters
  Score: Raw -7339295.132635 + Penalty 12528.275882 = -7326766.856753
  nChanged 1382
		SP:Iteration 3Q (32076.820000 sec): 3 clusters
  Score: Raw -7339904.800132 + Penalty 12528.275882 = -7327376.524251
  nChanged 1237
		SP:Iteration 4Q (32077.030000 sec): 3 clusters
  Score: Raw -7340528.871240 + Penalty 12528.275882 = -7328000.595358
  nChanged 1266
		SP:Iteration 5Q (32077.240000 sec): 3 clusters
  Score: Raw -7341232.852225 + Penalty 12528.275882 = -7328704.576343
  nChanged 1317
		SP:Iteration 6Q (32077.460000 sec): 3 clusters
  Score: Raw -7342007.646057 + Penalty 12528.275882 = -7329479.370175
  nChanged 1384
		SP:Iteration 7F (32077.670000 sec): 3 clusters
  Score: Raw -7342853.589811 + Penalty 12528.275882 = -7330325.313929
  nChanged 1357
		SP:Iteration 8Q (32077.880000 sec): 3 clusters
  Score: Raw -7343694.316877 + Penalty 12528.275882 = -7331166.040996
  nChanged 1308
		SP:Iteration 9Q (32078.090000 sec): 3 clusters
  Score: Raw -7344520.762554 + Penalty 12528.275882 = -7331992.486672
  nChanged 1249
		SP:Iteration 10Q (32078.300000 sec): 3 clusters
  Score: Raw -7345193.534463 + Penalty 12528.275882 = -7332665.258581
  nChanged 1024
		SP:Iteration 11Q (32078.510000 sec): 3 clusters
  Score: Raw -7345652.283541 + Penalty 12528.275882 = -7333124.007659
  nChanged 777
		SP:Iteration 12Q (32078.720000 sec): 3 clusters
  Score: Raw -7345953.973848 + Penalty 12528.275882 = -7333425.697966
  nChanged 625
		SP:Iteration 13Q (32078.930000 sec): 3 clusters
  Score: Raw -7346187.853753 + Penalty 12528.275882 = -7333659.577871
  nChanged 535
		SP:Iteration 14Q (32079.140000 sec): 3 clusters
  Score: Raw -7346380.397315 + Penalty 12528.275882 = -7333852.121433
  nChanged 458
		SP:Iteration 15Q (32079.350000 sec): 3 clusters
  Score: Raw -7346532.663780 + Penalty 12528.275882 = -7334004.387898
  nChanged 395
		SP:Iteration 16Q (32079.560000 sec): 3 clusters
  Score: Raw -7346659.702782 + Penalty 12528.275882 = -7334131.426900
  nChanged 364
		SP:Iteration 17Q (32079.770000 sec): 3 clusters
  Score: Raw -7346775.036256 + Penalty 12528.275882 = -7334246.760374
  nChanged 330
		SP:Iteration 18Q (32079.980000 sec): 3 clusters
  Score: Raw -7346879.620879 + Penalty 12528.275882 = -7334351.344998
  nChanged 289
		SP:Iteration 19Q (32080.190000 sec): 3 clusters
  Score: Raw -7346963.756950 + Penalty 12528.275882 = -7334435.481068
  nChanged 270
		SP:Iteration 20F (32080.400000 sec): 3 clusters
  Score: Raw -7347049.605370 + Penalty 12528.275882 = -7334521.329489
  nChanged 258
		SP:Iteration 21Q (32080.620000 sec): 3 clusters
  Score: Raw -7347132.495324 + Penalty 12528.275882 = -7334604.219442
  nChanged 252
		SP:Iteration 22Q (32080.820000 sec): 3 clusters
  Score: Raw -7347208.310369 + Penalty 12528.275882 = -7334680.034487
  nChanged 241
		SP:Iteration 23Q (32081.040000 sec): 3 clusters
  Score: Raw -7347283.577268 + Penalty 12528.275882 = -7334755.301387
  nChanged 257
		SP:Iteration 24Q (32081.250000 sec): 3 clusters
  Score: Raw -7347363.658180 + Penalty 12528.275882 = -7334835.382299
  nChanged 231
		SP:Iteration 25Q (32081.460000 sec): 3 clusters
  Score: Raw -7347438.360041 + Penalty 12528.275882 = -7334910.084160
  nChanged 212
		SP:Iteration 26Q (32081.670000 sec): 3 clusters
  Score: Raw -7347506.271284 + Penalty 12528.275882 = -7334977.995402
  nChanged 231
		SP:Iteration 27Q (32081.880000 sec): 3 clusters
  Score: Raw -7347575.302082 + Penalty 12528.275882 = -7335047.026200
  nChanged 202
		SP:Iteration 28Q (32082.090000 sec): 3 clusters
  Score: Raw -7347638.656920 + Penalty 12528.275882 = -7335110.381038
  nChanged 190
		SP:Iteration 29Q (32082.300000 sec): 3 clusters
  Score: Raw -7347704.897869 + Penalty 12528.275882 = -7335176.621987
  nChanged 185
		SP:Iteration 30Q (32082.500000 sec): 3 clusters
  Score: Raw -7347767.269931 + Penalty 12528.275882 = -7335238.994049
  nChanged 178
		SP:Iteration 31Q (32082.720000 sec): 3 clusters
  Score: Raw -7347831.518937 + Penalty 12528.275882 = -7335303.243055
  nChanged 168
		SP:Iteration 32Q (32082.920000 sec): 3 clusters
  Score: Raw -7347897.924389 + Penalty 12528.275882 = -7335369.648507
  nChanged 179
		SP:Iteration 33Q (32083.130000 sec): 3 clusters
  Score: Raw -7347967.890640 + Penalty 12528.275882 = -7335439.614758
  nChanged 187
		SP:Iteration 34Q (32083.340000 sec): 3 clusters
  Score: Raw -7348045.275206 + Penalty 12528.275882 = -7335516.999324
  nChanged 152
		SP:Iteration 35Q (32083.540000 sec): 3 clusters
  Score: Raw -7348111.418521 + Penalty 12528.275882 = -7335583.142640
  nChanged 162
		SP:Iteration 36Q (32083.750000 sec): 3 clusters
  Score: Raw -7348183.169396 + Penalty 12528.275882 = -7335654.893514
  nChanged 149
		SP:Iteration 37Q (32083.960000 sec): 3 clusters
  Score: Raw -7348242.106249 + Penalty 12528.275882 = -7335713.830368
  nChanged 131
		SP:Iteration 38Q (32084.160000 sec): 3 clusters
  Score: Raw -7348303.364985 + Penalty 12528.275882 = -7335775.089104
  nChanged 127
		SP:Iteration 39Q (32084.370000 sec): 3 clusters
  Score: Raw -7348355.910580 + Penalty 12528.275882 = -7335827.634699
  nChanged 118
		SP:Iteration 40F (32084.580000 sec): 3 clusters
  Score: Raw -7348404.606461 + Penalty 12528.275882 = -7335876.330579
  nChanged 111
		SP:Iteration 41Q (32084.780000 sec): 3 clusters
  Score: Raw -7348452.720489 + Penalty 12528.275882 = -7335924.444607
  nChanged 121
		SP:Iteration 42Q (32084.990000 sec): 3 clusters
  Score: Raw -7348507.109757 + Penalty 12528.275882 = -7335978.833875
  nChanged 105
		SP:Iteration 43Q (32085.190000 sec): 3 clusters
  Score: Raw -7348550.559877 + Penalty 12528.275882 = -7336022.283995
  nChanged 68
		SP:Iteration 44Q (32085.400000 sec): 3 clusters
  Score: Raw -7348576.918660 + Penalty 12528.275882 = -7336048.642778
  nChanged 64
		SP:Iteration 45Q (32085.600000 sec): 3 clusters
  Score: Raw -7348603.115066 + Penalty 12528.275882 = -7336074.839184
  nChanged 79
		SP:Iteration 46Q (32085.800000 sec): 3 clusters
  Score: Raw -7348635.508558 + Penalty 12528.275882 = -7336107.232676
  nChanged 69
		SP:Iteration 47Q (32086.000000 sec): 3 clusters
  Score: Raw -7348662.086927 + Penalty 12528.275882 = -7336133.811045
  nChanged 64
		SP:Iteration 48Q (32086.200000 sec): 3 clusters
  Score: Raw -7348685.645900 + Penalty 12528.275882 = -7336157.370018
  nChanged 51
		SP:Iteration 49Q (32086.400000 sec): 3 clusters
  Score: Raw -7348706.431853 + Penalty 12528.275882 = -7336178.155971
  nChanged 56
		SP:Iteration 50Q (32086.600000 sec): 3 clusters
  Score: Raw -7348726.313462 + Penalty 12528.275882 = -7336198.037580
  nChanged 42
		SP:Iteration 51Q (32086.800000 sec): 3 clusters
  Score: Raw -7348740.232127 + Penalty 12528.275882 = -7336211.956245
  nChanged 32
		SP:Iteration 52Q (32087.000000 sec): 3 clusters
  Score: Raw -7348751.993865 + Penalty 12528.275882 = -7336223.717983
  nChanged 36
		SP:Iteration 53Q (32087.200000 sec): 3 clusters
  Score: Raw -7348764.903871 + Penalty 12528.275882 = -7336236.627990
  nChanged 30
		SP:Iteration 54Q (32087.400000 sec): 3 clusters
  Score: Raw -7348776.196060 + Penalty 12528.275882 = -7336247.920178
  nChanged 35
		SP:Iteration 55Q (32087.600000 sec): 3 clusters
  Score: Raw -7348789.798314 + Penalty 12528.275882 = -7336261.522432
  nChanged 36
		SP:Iteration 56Q (32087.800000 sec): 3 clusters
  Score: Raw -7348804.682432 + Penalty 12528.275882 = -7336276.406550
  nChanged 38
		SP:Iteration 57Q (32088.000000 sec): 3 clusters
  Score: Raw -7348819.089456 + Penalty 12528.275882 = -7336290.813574
  nChanged 29
		SP:Iteration 58Q (32088.190000 sec): 3 clusters
  Score: Raw -7348830.279427 + Penalty 12528.275882 = -7336302.003545
  nChanged 31
		SP:Iteration 59Q (32088.390000 sec): 3 clusters
  Score: Raw -7348841.408254 + Penalty 12528.275882 = -7336313.132372
  nChanged 23
		SP:Iteration 60F (32088.600000 sec): 3 clusters
  Score: Raw -7348852.481281 + Penalty 12528.275882 = -7336324.205399
  nChanged 26
		SP:Iteration 61Q (32088.800000 sec): 3 clusters
  Score: Raw -7348861.878576 + Penalty 12528.275882 = -7336333.602694
  nChanged 23
		SP:Iteration 62Q (32088.990000 sec): 3 clusters
  Score: Raw -7348870.889344 + Penalty 12528.275882 = -7336342.613462
  nChanged 19
		SP:Iteration 63Q (32089.190000 sec): 3 clusters
  Score: Raw -7348876.921744 + Penalty 12528.275882 = -7336348.645863
  nChanged 19
		SP:Iteration 64Q (32089.390000 sec): 3 clusters
  Score: Raw -7348883.288550 + Penalty 12528.275882 = -7336355.012668
  nChanged 14
		SP:Iteration 65Q (32089.580000 sec): 3 clusters
  Score: Raw -7348887.888726 + Penalty 12528.275882 = -7336359.612845
  nChanged 13
		SP:Iteration 66Q (32089.780000 sec): 3 clusters
  Score: Raw -7348892.736435 + Penalty 12528.275882 = -7336364.460553
  nChanged 5
		SP:Iteration 67Q (32089.970000 sec): 3 clusters
  Score: Raw -7348894.923185 + Penalty 12528.275882 = -7336366.647303
  nChanged 8
		SP:Iteration 68Q (32090.170000 sec): 3 clusters
  Score: Raw -7348898.161255 + Penalty 12528.275882 = -7336369.885373
  nChanged 9
		SP:Iteration 69Q (32090.370000 sec): 3 clusters
  Score: Raw -7348901.579909 + Penalty 12528.275882 = -7336373.304027
  nChanged 7
		SP:Iteration 70Q (32090.560000 sec): 3 clusters
  Score: Raw -7348904.016917 + Penalty 12528.275882 = -7336375.741035
  nChanged 5
		SP:Iteration 71Q (32090.760000 sec): 3 clusters
  Score: Raw -7348906.047406 + Penalty 12528.275882 = -7336377.771524
  nChanged 6
		SP:Iteration 72Q (32090.950000 sec): 3 clusters
  Score: Raw -7348908.137109 + Penalty 12528.275882 = -7336379.861227
  nChanged 5
		SP:Iteration 73Q (32091.150000 sec): 3 clusters
  Score: Raw -7348910.029470 + Penalty 12528.275882 = -7336381.753588
  nChanged 7
		SP:Iteration 74Q (32091.340000 sec): 3 clusters
  Score: Raw -7348913.103588 + Penalty 12528.275882 = -7336384.827706
  nChanged 10
		SP:Iteration 75Q (32091.540000 sec): 3 clusters
  Score: Raw -7348916.739697 + Penalty 12528.275882 = -7336388.463815
  nChanged 4
		SP:Iteration 76Q (32091.730000 sec): 3 clusters
  Score: Raw -7348919.266988 + Penalty 12528.275882 = -7336390.991107
  nChanged 4
		SP:Iteration 77Q (32091.930000 sec): 3 clusters
  Score: Raw -7348920.292365 + Penalty 12528.275882 = -7336392.016483
  nChanged 2
		SP:Iteration 78Q (32092.120000 sec): 3 clusters
  Score: Raw -7348921.200971 + Penalty 12528.275882 = -7336392.925089
  nChanged 1
		SP:Iteration 79Q (32092.310000 sec): 3 clusters
  Score: Raw -7348921.463441 + Penalty 12528.275882 = -7336393.187559
  nChanged 0
		SP:Iteration 80F (32092.530000 sec): 3 clusters
  Score: Raw -7348921.463441 + Penalty 12528.275882 = -7336393.187559
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32092.550000 sec): 2 clusters
  Score: Raw -124984.786500 + Penalty 3847.888382 = -121136.898118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32092.550000 sec): 3 clusters
  Score: Raw -125555.438124 + Penalty 7695.776765 = -117859.661359
  nChanged 53
		SP:Iteration 1F (32092.560000 sec): 3 clusters
  Score: Raw -125748.688220 + Penalty 7695.776765 = -118052.911455
  nChanged 21
		SP:Iteration 2Q (32092.560000 sec): 3 clusters
  Score: Raw -125867.668927 + Penalty 7695.776765 = -118171.892162
  nChanged 11
		SP:Iteration 3Q (32092.570000 sec): 3 clusters
  Score: Raw -125937.738199 + Penalty 7695.776765 = -118241.961434
  nChanged 9
		SP:Iteration 4Q (32092.570000 sec): 3 clusters
  Score: Raw -125991.560718 + Penalty 7695.776765 = -118295.783954
  nChanged 6
		SP:Iteration 5Q (32092.570000 sec): 3 clusters
  Score: Raw -126088.845930 + Penalty 7695.776765 = -118393.069165
  nChanged 8
		SP:Iteration 6Q (32092.580000 sec): 3 clusters
  Score: Raw -126134.373973 + Penalty 7695.776765 = -118438.597208
  nChanged 4
		SP:Iteration 7Q (32092.580000 sec): 3 clusters
  Score: Raw -126158.291576 + Penalty 7695.776765 = -118462.514811
  nChanged 4
		SP:Iteration 8Q (32092.590000 sec): 3 clusters
  Score: Raw -126211.425345 + Penalty 7695.776765 = -118515.648580
  nChanged 3
		SP:Iteration 9Q (32092.590000 sec): 3 clusters
  Score: Raw -126241.647335 + Penalty 7695.776765 = -118545.870570
  nChanged 4
		SP:Iteration 10Q (32092.590000 sec): 3 clusters
  Score: Raw -126274.537290 + Penalty 7695.776765 = -118578.760525
  nChanged 2
		SP:Iteration 11Q (32092.600000 sec): 3 clusters
  Score: Raw -126376.787240 + Penalty 7695.776765 = -118681.010476
  nChanged 1
		SP:Iteration 12Q (32092.600000 sec): 3 clusters
  Score: Raw -126491.410156 + Penalty 7695.776765 = -118795.633391
  nChanged 1
		SP:Iteration 13Q (32092.600000 sec): 3 clusters
  Score: Raw -126493.028306 + Penalty 7695.776765 = -118797.251541
  nChanged 0
		SP:Iteration 14F (32092.610000 sec): 3 clusters
  Score: Raw -126493.028306 + Penalty 7695.776765 = -118797.251541
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32092.710000 sec): 2 clusters
  Score: Raw -3550888.874303 + Penalty 5825.646412 = -3545063.227892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32092.810000 sec): 3 clusters
  Score: Raw -3544396.868825 + Penalty 11651.292823 = -3532745.576002
  nChanged 5174
		SP:Iteration 1F (32092.910000 sec): 3 clusters
  Score: Raw -3547396.832851 + Penalty 11651.292823 = -3535745.540028
  nChanged 1082
		SP:Iteration 2F (32093.010000 sec): 3 clusters
  Score: Raw -3548080.168727 + Penalty 11651.292823 = -3536428.875904
  nChanged 748
		SP:Iteration 3F (32093.120000 sec): 3 clusters
  Score: Raw -3548540.181993 + Penalty 11651.292823 = -3536888.889170
  nChanged 625
		SP:Iteration 4Q (32093.220000 sec): 3 clusters
  Score: Raw -3548918.952301 + Penalty 11651.292823 = -3537267.659478
  nChanged 554
		SP:Iteration 5Q (32093.320000 sec): 3 clusters
  Score: Raw -3549262.341991 + Penalty 11651.292823 = -3537611.049168
  nChanged 514
		SP:Iteration 6Q (32093.430000 sec): 3 clusters
  Score: Raw -3549593.579753 + Penalty 11651.292823 = -3537942.286930
  nChanged 509
		SP:Iteration 7Q (32093.530000 sec): 3 clusters
  Score: Raw -3549926.695205 + Penalty 11651.292823 = -3538275.402382
  nChanged 480
		SP:Iteration 8Q (32093.630000 sec): 3 clusters
  Score: Raw -3550266.421332 + Penalty 11651.292823 = -3538615.128509
  nChanged 460
		SP:Iteration 9Q (32093.730000 sec): 3 clusters
  Score: Raw -3550593.370058 + Penalty 11651.292823 = -3538942.077235
  nChanged 413
		SP:Iteration 10Q (32093.830000 sec): 3 clusters
  Score: Raw -3550902.243713 + Penalty 11651.292823 = -3539250.950890
  nChanged 408
		SP:Iteration 11Q (32093.930000 sec): 3 clusters
  Score: Raw -3551181.330442 + Penalty 11651.292823 = -3539530.037619
  nChanged 333
		SP:Iteration 12Q (32094.040000 sec): 3 clusters
  Score: Raw -3551420.048285 + Penalty 11651.292823 = -3539768.755462
  nChanged 282
		SP:Iteration 13Q (32094.140000 sec): 3 clusters
  Score: Raw -3551607.926226 + Penalty 11651.292823 = -3539956.633402
  nChanged 244
		SP:Iteration 14Q (32094.240000 sec): 3 clusters
  Score: Raw -3551755.493093 + Penalty 11651.292823 = -3540104.200270
  nChanged 167
		SP:Iteration 15Q (32094.340000 sec): 3 clusters
  Score: Raw -3551848.686337 + Penalty 11651.292823 = -3540197.393514
  nChanged 135
		SP:Iteration 16Q (32094.440000 sec): 3 clusters
  Score: Raw -3551921.452436 + Penalty 11651.292823 = -3540270.159613
  nChanged 133
		SP:Iteration 17Q (32094.530000 sec): 3 clusters
  Score: Raw -3551992.299048 + Penalty 11651.292823 = -3540341.006225
  nChanged 112
		SP:Iteration 18Q (32094.630000 sec): 3 clusters
  Score: Raw -3552052.012389 + Penalty 11651.292823 = -3540400.719566
  nChanged 104
		SP:Iteration 19Q (32094.730000 sec): 3 clusters
  Score: Raw -3552113.876886 + Penalty 11651.292823 = -3540462.584063
  nChanged 90
		SP:Iteration 20F (32094.830000 sec): 3 clusters
  Score: Raw -3552164.313791 + Penalty 11651.292823 = -3540513.020968
  nChanged 69
		SP:Iteration 21Q (32094.940000 sec): 3 clusters
  Score: Raw -3552197.746439 + Penalty 11651.292823 = -3540546.453616
  nChanged 67
		SP:Iteration 22Q (32095.030000 sec): 3 clusters
  Score: Raw -3552227.781295 + Penalty 11651.292823 = -3540576.488472
  nChanged 63
		SP:Iteration 23Q (32095.130000 sec): 3 clusters
  Score: Raw -3552256.029323 + Penalty 11651.292823 = -3540604.736500
  nChanged 61
		SP:Iteration 24Q (32095.220000 sec): 3 clusters
  Score: Raw -3552281.467241 + Penalty 11651.292823 = -3540630.174418
  nChanged 56
		SP:Iteration 25Q (32095.320000 sec): 3 clusters
  Score: Raw -3552305.955401 + Penalty 11651.292823 = -3540654.662578
  nChanged 51
		SP:Iteration 26Q (32095.410000 sec): 3 clusters
  Score: Raw -3552325.061401 + Penalty 11651.292823 = -3540673.768577
  nChanged 30
		SP:Iteration 27Q (32095.510000 sec): 3 clusters
  Score: Raw -3552338.011727 + Penalty 11651.292823 = -3540686.718904
  nChanged 32
		SP:Iteration 28Q (32095.600000 sec): 3 clusters
  Score: Raw -3552351.032518 + Penalty 11651.292823 = -3540699.739695
  nChanged 25
		SP:Iteration 29Q (32095.700000 sec): 3 clusters
  Score: Raw -3552362.847037 + Penalty 11651.292823 = -3540711.554213
  nChanged 29
		SP:Iteration 30Q (32095.790000 sec): 3 clusters
  Score: Raw -3552373.982410 + Penalty 11651.292823 = -3540722.689587
  nChanged 18
		SP:Iteration 31Q (32095.890000 sec): 3 clusters
  Score: Raw -3552382.479894 + Penalty 11651.292823 = -3540731.187071
  nChanged 19
		SP:Iteration 32Q (32095.980000 sec): 3 clusters
  Score: Raw -3552389.695781 + Penalty 11651.292823 = -3540738.402958
  nChanged 18
		SP:Iteration 33Q (32096.080000 sec): 3 clusters
  Score: Raw -3552396.900757 + Penalty 11651.292823 = -3540745.607934
  nChanged 17
		SP:Iteration 34Q (32096.170000 sec): 3 clusters
  Score: Raw -3552404.795382 + Penalty 11651.292823 = -3540753.502559
  nChanged 20
		SP:Iteration 35Q (32096.260000 sec): 3 clusters
  Score: Raw -3552413.353444 + Penalty 11651.292823 = -3540762.060621
  nChanged 16
		SP:Iteration 36Q (32096.360000 sec): 3 clusters
  Score: Raw -3552419.255000 + Penalty 11651.292823 = -3540767.962177
  nChanged 13
		SP:Iteration 37Q (32096.450000 sec): 3 clusters
  Score: Raw -3552423.469356 + Penalty 11651.292823 = -3540772.176533
  nChanged 11
		SP:Iteration 38Q (32096.540000 sec): 3 clusters
  Score: Raw -3552427.489984 + Penalty 11651.292823 = -3540776.197161
  nChanged 10
		SP:Iteration 39Q (32096.640000 sec): 3 clusters
  Score: Raw -3552431.409753 + Penalty 11651.292823 = -3540780.116930
  nChanged 8
		SP:Iteration 40F (32096.740000 sec): 3 clusters
  Score: Raw -3552434.788086 + Penalty 11651.292823 = -3540783.495262
  nChanged 4
		SP:Iteration 41Q (32096.830000 sec): 3 clusters
  Score: Raw -3552436.290179 + Penalty 11651.292823 = -3540784.997356
  nChanged 5
		SP:Iteration 42Q (32096.930000 sec): 3 clusters
  Score: Raw -3552437.653930 + Penalty 11651.292823 = -3540786.361107
  nChanged 8
		SP:Iteration 43Q (32097.020000 sec): 3 clusters
  Score: Raw -3552439.693286 + Penalty 11651.292823 = -3540788.400463
  nChanged 4
		SP:Iteration 44Q (32097.110000 sec): 3 clusters
  Score: Raw -3552440.947408 + Penalty 11651.292823 = -3540789.654584
  nChanged 1
		SP:Iteration 45Q (32097.210000 sec): 3 clusters
  Score: Raw -3552441.353063 + Penalty 11651.292823 = -3540790.060240
  nChanged 2
		SP:Iteration 46Q (32097.300000 sec): 3 clusters
  Score: Raw -3552442.334524 + Penalty 11651.292823 = -3540791.041700
  nChanged 2
		SP:Iteration 47Q (32097.390000 sec): 3 clusters
  Score: Raw -3552442.860043 + Penalty 11651.292823 = -3540791.567220
  nChanged 1
		SP:Iteration 48Q (32097.490000 sec): 3 clusters
  Score: Raw -3552443.084799 + Penalty 11651.292823 = -3540791.791976
  nChanged 2
		SP:Iteration 49Q (32097.580000 sec): 3 clusters
  Score: Raw -3552443.592418 + Penalty 11651.292823 = -3540792.299595
  nChanged 1
		SP:Iteration 50Q (32097.670000 sec): 3 clusters
  Score: Raw -3552443.777242 + Penalty 11651.292823 = -3540792.484419
  nChanged 1
		SP:Iteration 51Q (32097.760000 sec): 3 clusters
  Score: Raw -3552444.077674 + Penalty 11651.292823 = -3540792.784851
  nChanged 0
		SP:Iteration 52F (32097.870000 sec): 3 clusters
  Score: Raw -3552444.077674 + Penalty 11651.292823 = -3540792.784851
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32097.890000 sec): 2 clusters
  Score: Raw -372066.019421 + Penalty 4448.360018 = -367617.659403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32097.900000 sec): 3 clusters
  Score: Raw -372061.661961 + Penalty 8896.720036 = -363164.941925
  nChanged 283
		SP:Iteration 1F (32097.910000 sec): 3 clusters
  Score: Raw -372616.030220 + Penalty 8896.720036 = -363719.310184
  nChanged 107
		SP:Iteration 2F (32097.920000 sec): 3 clusters
  Score: Raw -372988.187212 + Penalty 8896.720036 = -364091.467176
  nChanged 97
		SP:Iteration 3F (32097.940000 sec): 3 clusters
  Score: Raw -373327.050278 + Penalty 8896.720036 = -364430.330242
  nChanged 62
		SP:Iteration 4Q (32097.940000 sec): 3 clusters
  Score: Raw -373614.752687 + Penalty 8896.720036 = -364718.032651
  nChanged 54
		SP:Iteration 5Q (32097.950000 sec): 3 clusters
  Score: Raw -373826.058555 + Penalty 8896.720036 = -364929.338519
  nChanged 34
		SP:Iteration 6Q (32097.960000 sec): 3 clusters
  Score: Raw -373963.003185 + Penalty 8896.720036 = -365066.283149
  nChanged 26
		SP:Iteration 7Q (32097.970000 sec): 3 clusters
  Score: Raw -374084.478955 + Penalty 8896.720036 = -365187.758919
  nChanged 23
		SP:Iteration 8Q (32097.980000 sec): 3 clusters
  Score: Raw -374214.517086 + Penalty 8896.720036 = -365317.797049
  nChanged 24
		SP:Iteration 9Q (32097.990000 sec): 3 clusters
  Score: Raw -374319.520479 + Penalty 8896.720036 = -365422.800443
  nChanged 18
		SP:Iteration 10Q (32098.000000 sec): 3 clusters
  Score: Raw -374429.320915 + Penalty 8896.720036 = -365532.600879
  nChanged 21
		SP:Iteration 11Q (32098.000000 sec): 3 clusters
  Score: Raw -374516.866333 + Penalty 8896.720036 = -365620.146296
  nChanged 14
		SP:Iteration 12Q (32098.010000 sec): 3 clusters
  Score: Raw -374580.281562 + Penalty 8896.720036 = -365683.561526
  nChanged 13
		SP:Iteration 13Q (32098.020000 sec): 3 clusters
  Score: Raw -374655.559497 + Penalty 8896.720036 = -365758.839461
  nChanged 17
		SP:Iteration 14Q (32098.030000 sec): 3 clusters
  Score: Raw -374738.723447 + Penalty 8896.720036 = -365842.003411
  nChanged 25
		SP:Iteration 15Q (32098.040000 sec): 3 clusters
  Score: Raw -374874.692025 + Penalty 8896.720036 = -365977.971988
  nChanged 32
		SP:Iteration 16Q (32098.040000 sec): 3 clusters
  Score: Raw -375119.177043 + Penalty 8896.720036 = -366222.457007
  nChanged 25
		SP:Iteration 17Q (32098.050000 sec): 3 clusters
  Score: Raw -375285.557050 + Penalty 8896.720036 = -366388.837014
  nChanged 21
		SP:Iteration 18Q (32098.060000 sec): 3 clusters
  Score: Raw -375388.105150 + Penalty 8896.720036 = -366491.385114
  nChanged 8
		SP:Iteration 19Q (32098.070000 sec): 3 clusters
  Score: Raw -375433.038607 + Penalty 8896.720036 = -366536.318571
  nChanged 8
		SP:Iteration 20F (32098.080000 sec): 3 clusters
  Score: Raw -375468.580313 + Penalty 8896.720036 = -366571.860276
  nChanged 5
		SP:Iteration 21Q (32098.090000 sec): 3 clusters
  Score: Raw -375499.217500 + Penalty 8896.720036 = -366602.497464
  nChanged 3
		SP:Iteration 22Q (32098.090000 sec): 3 clusters
  Score: Raw -375526.111913 + Penalty 8896.720036 = -366629.391877
  nChanged 3
		SP:Iteration 23Q (32098.100000 sec): 3 clusters
  Score: Raw -375538.846090 + Penalty 8896.720036 = -366642.126054
  nChanged 2
		SP:Iteration 24Q (32098.110000 sec): 3 clusters
  Score: Raw -375550.493336 + Penalty 8896.720036 = -366653.773300
  nChanged 3
		SP:Iteration 25Q (32098.120000 sec): 3 clusters
  Score: Raw -375570.079870 + Penalty 8896.720036 = -366673.359834
  nChanged 4
		SP:Iteration 26Q (32098.120000 sec): 3 clusters
  Score: Raw -375588.360053 + Penalty 8896.720036 = -366691.640017
  nChanged 2
		SP:Iteration 27Q (32098.130000 sec): 3 clusters
  Score: Raw -375597.025765 + Penalty 8896.720036 = -366700.305729
  nChanged 3
		SP:Iteration 28Q (32098.140000 sec): 3 clusters
  Score: Raw -375611.049160 + Penalty 8896.720036 = -366714.329124
  nChanged 2
		SP:Iteration 29Q (32098.150000 sec): 3 clusters
  Score: Raw -375618.597091 + Penalty 8896.720036 = -366721.877054
  nChanged 1
		SP:Iteration 30Q (32098.160000 sec): 3 clusters
  Score: Raw -375623.963171 + Penalty 8896.720036 = -366727.243135
  nChanged 1
		SP:Iteration 31Q (32098.160000 sec): 3 clusters
  Score: Raw -375629.086461 + Penalty 8896.720036 = -366732.366424
  nChanged 2
		SP:Iteration 32Q (32098.170000 sec): 3 clusters
  Score: Raw -375637.358054 + Penalty 8896.720036 = -366740.638018
  nChanged 2
		SP:Iteration 33Q (32098.180000 sec): 3 clusters
  Score: Raw -375646.792273 + Penalty 8896.720036 = -366750.072237
  nChanged 0
		SP:Iteration 34F (32098.190000 sec): 3 clusters
  Score: Raw -375646.792273 + Penalty 8896.720036 = -366750.072237
  nChanged 0
Iteration 139Q (32132.170000 sec): 53 clusters
  Score: Raw -522482267.361118 + Penalty 461993.297121 = -522020274.063997
  nChanged 114
Iteration 140F (32415.730000 sec): 53 clusters
  Score: Raw -522482453.028908 + Penalty 461993.297121 = -522020459.731787
  nChanged 127
Iteration 141Q (32449.910000 sec): 53 clusters
  Score: Raw -522482798.012222 + Penalty 461993.297121 = -522020804.715101
  nChanged 142
Iteration 142Q (32484.060000 sec): 53 clusters
  Score: Raw -522482822.844389 + Penalty 461993.297121 = -522020829.547267
  nChanged 130
Iteration 143Q (32518.220000 sec): 53 clusters
  Score: Raw -522482860.099118 + Penalty 461993.297121 = -522020866.801996
  nChanged 115
Iteration 144Q (32552.430000 sec): 53 clusters
  Score: Raw -522482895.457078 + Penalty 461993.297121 = -522020902.159957
  nChanged 104
Iteration 145Q (32586.580000 sec): 53 clusters
  Score: Raw -522482914.984891 + Penalty 461993.297121 = -522020921.687770
  nChanged 114
Iteration 146Q (32620.760000 sec): 53 clusters
  Score: Raw -522482928.921009 + Penalty 461993.297121 = -522020935.623888
  nChanged 100
Iteration 147Q (32654.880000 sec): 53 clusters
  Score: Raw -522482939.927389 + Penalty 461993.297121 = -522020946.630268
  nChanged 102
Iteration 148Q (32688.960000 sec): 53 clusters
  Score: Raw -522482947.912103 + Penalty 461993.297121 = -522020954.614981
  nChanged 123
Iteration 149Q (32723.030000 sec): 53 clusters
  Score: Raw -522482957.658255 + Penalty 461993.297121 = -522020964.361134
  nChanged 127
Iteration 150Q (32757.080000 sec): 53 clusters
  Score: Raw -522482975.344259 + Penalty 461993.297121 = -522020982.047137
  nChanged 132
Iteration 151Q (32791.090000 sec): 53 clusters
  Score: Raw -522482989.309368 + Penalty 461993.297121 = -522020996.012246
  nChanged 114
Iteration 152Q (32825.110000 sec): 53 clusters
  Score: Raw -522482996.343576 + Penalty 461993.297121 = -522021003.046454
  nChanged 111
Iteration 153Q (32859.120000 sec): 53 clusters
  Score: Raw -522483002.685980 + Penalty 461993.297121 = -522021009.388859
  nChanged 91
Iteration 154Q (32893.110000 sec): 53 clusters
  Score: Raw -522483009.563955 + Penalty 461993.297121 = -522021016.266834
  nChanged 111
Iteration 155Q (32927.100000 sec): 53 clusters
  Score: Raw -522483018.133215 + Penalty 461993.297121 = -522021024.836093
  nChanged 100
Iteration 156Q (32961.100000 sec): 53 clusters
  Score: Raw -522483023.133948 + Penalty 461993.297121 = -522021029.836827
  nChanged 99
Iteration 157Q (32995.110000 sec): 53 clusters
  Score: Raw -522483029.307542 + Penalty 461993.297121 = -522021036.010420
  nChanged 91
Iteration 158Q (33029.140000 sec): 53 clusters
  Score: Raw -522483034.411314 + Penalty 461993.297121 = -522021041.114192
  nChanged 84
Iteration 159Q (33063.140000 sec): 53 clusters
  Score: Raw -522483039.906174 + Penalty 461993.297121 = -522021046.609053
  nChanged 76
Iteration 160F (33345.960000 sec): 53 clusters
  Score: Raw -522483237.288198 + Penalty 461993.297121 = -522021243.991077
  nChanged 80
Iteration 161Q (33380.000000 sec): 53 clusters
  Score: Raw -522483427.110817 + Penalty 461993.297121 = -522021433.813695
  nChanged 84
Iteration 162Q (33414.060000 sec): 53 clusters
  Score: Raw -522483444.166561 + Penalty 461993.297121 = -522021450.869440
  nChanged 65
Iteration 163Q (33448.120000 sec): 53 clusters
  Score: Raw -522483455.604206 + Penalty 461993.297121 = -522021462.307084
  nChanged 55
Iteration 164Q (33482.160000 sec): 53 clusters
  Score: Raw -522483458.423639 + Penalty 461993.297121 = -522021465.126518
  nChanged 65
Iteration 165Q (33516.360000 sec): 53 clusters
  Score: Raw -522483461.144140 + Penalty 461993.297121 = -522021467.847018
  nChanged 58
Iteration 166Q (33550.450000 sec): 53 clusters
  Score: Raw -522483463.329439 + Penalty 461993.297121 = -522021470.032318
  nChanged 53
Iteration 167Q (33584.470000 sec): 53 clusters
  Score: Raw -522483465.722705 + Penalty 461993.297121 = -522021472.425583
  nChanged 39
Iteration 168Q (33618.480000 sec): 53 clusters
  Score: Raw -522483467.495787 + Penalty 461993.297121 = -522021474.198665
  nChanged 52
Iteration 169Q (33652.480000 sec): 53 clusters
  Score: Raw -522483469.429623 + Penalty 461993.297121 = -522021476.132501
  nChanged 63
Iteration 170Q (33686.520000 sec): 53 clusters
  Score: Raw -522483471.543201 + Penalty 461993.297121 = -522021478.246079
  nChanged 68
Iteration 171Q (33720.570000 sec): 53 clusters
  Score: Raw -522483474.128444 + Penalty 461993.297121 = -522021480.831323
  nChanged 69
Iteration 172Q (33754.590000 sec): 53 clusters
  Score: Raw -522483476.826199 + Penalty 461993.297121 = -522021483.529077
  nChanged 83
Iteration 173Q (33788.620000 sec): 53 clusters
  Score: Raw -522483479.967077 + Penalty 461993.297121 = -522021486.669956
  nChanged 76
Iteration 174Q (33822.650000 sec): 53 clusters
  Score: Raw -522483483.025774 + Penalty 461993.297121 = -522021489.728653
  nChanged 64
Iteration 175Q (33856.680000 sec): 53 clusters
  Score: Raw -522483486.143942 + Penalty 461993.297121 = -522021492.846821
  nChanged 87
Iteration 176Q (33890.680000 sec): 53 clusters
  Score: Raw -522483490.798155 + Penalty 461993.297121 = -522021497.501034
  nChanged 93
Iteration 177Q (33924.700000 sec): 53 clusters
  Score: Raw -522483495.446388 + Penalty 461993.297121 = -522021502.149267
  nChanged 85
Iteration 178Q (33958.710000 sec): 53 clusters
  Score: Raw -522483500.108769 + Penalty 461993.297121 = -522021506.811648
  nChanged 78
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522483500.108769 + Penalty 461993.297121 = -522021506.811648
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (52141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33959.350000 sec): 2 clusters
  Score: Raw -13199398.447756 + Penalty 6652.795456 = -13192745.652301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33959.750000 sec): 3 clusters
  Score: Raw -13169119.321880 + Penalty 13305.590911 = -13155813.730968
  nChanged 22876
		SP:Iteration 1F (33960.150000 sec): 3 clusters
  Score: Raw -13181858.784305 + Penalty 13305.590911 = -13168553.193394
  nChanged 3411
		SP:Iteration 2F (33960.550000 sec): 3 clusters
  Score: Raw -13183987.625597 + Penalty 13305.590911 = -13170682.034685
  nChanged 3550
		SP:Iteration 3F (33960.940000 sec): 3 clusters
  Score: Raw -13186468.527986 + Penalty 13305.590911 = -13173162.937075
  nChanged 3634
		SP:Iteration 4F (33961.340000 sec): 3 clusters
  Score: Raw -13189053.996488 + Penalty 13305.590911 = -13175748.405577
  nChanged 3558
		SP:Iteration 5F (33961.740000 sec): 3 clusters
  Score: Raw -13191465.192439 + Penalty 13305.590911 = -13178159.601528
  nChanged 3142
		SP:Iteration 6F (33962.140000 sec): 3 clusters
  Score: Raw -13193415.239697 + Penalty 13305.590911 = -13180109.648785
  nChanged 2668
		SP:Iteration 7F (33962.540000 sec): 3 clusters
  Score: Raw -13194908.457245 + Penalty 13305.590911 = -13181602.866333
  nChanged 2236
		SP:Iteration 8Q (33962.930000 sec): 3 clusters
  Score: Raw -13196024.274281 + Penalty 13305.590911 = -13182718.683370
  nChanged 1821
		SP:Iteration 9Q (33963.330000 sec): 3 clusters
  Score: Raw -13196816.923221 + Penalty 13305.590911 = -13183511.332310
  nChanged 1475
		SP:Iteration 10Q (33963.720000 sec): 3 clusters
  Score: Raw -13197436.033672 + Penalty 13305.590911 = -13184130.442760
  nChanged 1252
		SP:Iteration 11Q (33964.110000 sec): 3 clusters
  Score: Raw -13197947.406793 + Penalty 13305.590911 = -13184641.815881
  nChanged 1114
		SP:Iteration 12Q (33964.500000 sec): 3 clusters
  Score: Raw -13198388.464925 + Penalty 13305.590911 = -13185082.874013
  nChanged 1052
		SP:Iteration 13Q (33964.890000 sec): 3 clusters
  Score: Raw -13198804.695324 + Penalty 13305.590911 = -13185499.104412
  nChanged 993
		SP:Iteration 14Q (33965.280000 sec): 3 clusters
  Score: Raw -13199190.969010 + Penalty 13305.590911 = -13185885.378098
  nChanged 918
		SP:Iteration 15Q (33965.660000 sec): 3 clusters
  Score: Raw -13199534.773030 + Penalty 13305.590911 = -13186229.182119
  nChanged 853
		SP:Iteration 16Q (33966.030000 sec): 3 clusters
  Score: Raw -13199853.004006 + Penalty 13305.590911 = -13186547.413094
  nChanged 789
		SP:Iteration 17Q (33966.400000 sec): 3 clusters
  Score: Raw -13200138.989565 + Penalty 13305.590911 = -13186833.398654
  nChanged 778
		SP:Iteration 18Q (33966.770000 sec): 3 clusters
  Score: Raw -13200431.396984 + Penalty 13305.590911 = -13187125.806073
  nChanged 695
		SP:Iteration 19Q (33967.140000 sec): 3 clusters
  Score: Raw -13200671.629957 + Penalty 13305.590911 = -13187366.039046
  nChanged 623
		SP:Iteration 20F (33967.540000 sec): 3 clusters
  Score: Raw -13200898.189143 + Penalty 13305.590911 = -13187592.598232
  nChanged 632
		SP:Iteration 21Q (33967.900000 sec): 3 clusters
  Score: Raw -13201109.614190 + Penalty 13305.590911 = -13187804.023279
  nChanged 571
		SP:Iteration 22Q (33968.250000 sec): 3 clusters
  Score: Raw -13201297.642630 + Penalty 13305.590911 = -13187992.051719
  nChanged 474
		SP:Iteration 23Q (33968.610000 sec): 3 clusters
  Score: Raw -13201465.786665 + Penalty 13305.590911 = -13188160.195753
  nChanged 479
		SP:Iteration 24Q (33968.960000 sec): 3 clusters
  Score: Raw -13201626.935590 + Penalty 13305.590911 = -13188321.344678
  nChanged 412
		SP:Iteration 25Q (33969.300000 sec): 3 clusters
  Score: Raw -13201764.884795 + Penalty 13305.590911 = -13188459.293883
  nChanged 379
		SP:Iteration 26Q (33969.650000 sec): 3 clusters
  Score: Raw -13201888.224935 + Penalty 13305.590911 = -13188582.634024
  nChanged 344
		SP:Iteration 27Q (33969.990000 sec): 3 clusters
  Score: Raw -13201997.601814 + Penalty 13305.590911 = -13188692.010902
  nChanged 318
		SP:Iteration 28Q (33970.340000 sec): 3 clusters
  Score: Raw -13202103.441836 + Penalty 13305.590911 = -13188797.850925
  nChanged 289
		SP:Iteration 29Q (33970.680000 sec): 3 clusters
  Score: Raw -13202196.997285 + Penalty 13305.590911 = -13188891.406374
  nChanged 257
		SP:Iteration 30Q (33971.020000 sec): 3 clusters
  Score: Raw -13202277.156852 + Penalty 13305.590911 = -13188971.565941
  nChanged 247
		SP:Iteration 31Q (33971.360000 sec): 3 clusters
  Score: Raw -13202355.898068 + Penalty 13305.590911 = -13189050.307157
  nChanged 214
		SP:Iteration 32Q (33971.690000 sec): 3 clusters
  Score: Raw -13202421.177518 + Penalty 13305.590911 = -13189115.586606
  nChanged 198
		SP:Iteration 33Q (33972.020000 sec): 3 clusters
  Score: Raw -13202492.533760 + Penalty 13305.590911 = -13189186.942849
  nChanged 190
		SP:Iteration 34Q (33972.360000 sec): 3 clusters
  Score: Raw -13202569.654180 + Penalty 13305.590911 = -13189264.063269
  nChanged 164
		SP:Iteration 35Q (33972.690000 sec): 3 clusters
  Score: Raw -13202631.180754 + Penalty 13305.590911 = -13189325.589842
  nChanged 145
		SP:Iteration 36Q (33973.020000 sec): 3 clusters
  Score: Raw -13202686.923329 + Penalty 13305.590911 = -13189381.332417
  nChanged 135
		SP:Iteration 37Q (33973.360000 sec): 3 clusters
  Score: Raw -13202738.259582 + Penalty 13305.590911 = -13189432.668671
  nChanged 112
		SP:Iteration 38Q (33973.680000 sec): 3 clusters
  Score: Raw -13202774.716244 + Penalty 13305.590911 = -13189469.125333
  nChanged 92
		SP:Iteration 39Q (33974.010000 sec): 3 clusters
  Score: Raw -13202808.015924 + Penalty 13305.590911 = -13189502.425013
  nChanged 91
		SP:Iteration 40F (33974.410000 sec): 3 clusters
  Score: Raw -13202841.636569 + Penalty 13305.590911 = -13189536.045657
  nChanged 88
		SP:Iteration 41Q (33974.740000 sec): 3 clusters
  Score: Raw -13202872.510585 + Penalty 13305.590911 = -13189566.919674
  nChanged 84
		SP:Iteration 42Q (33975.060000 sec): 3 clusters
  Score: Raw -13202901.120538 + Penalty 13305.590911 = -13189595.529627
  nChanged 87
		SP:Iteration 43Q (33975.380000 sec): 3 clusters
  Score: Raw -13202928.665133 + Penalty 13305.590911 = -13189623.074222
  nChanged 59
		SP:Iteration 44Q (33975.710000 sec): 3 clusters
  Score: Raw -13202944.700201 + Penalty 13305.590911 = -13189639.109290
  nChanged 50
		SP:Iteration 45Q (33976.030000 sec): 3 clusters
  Score: Raw -13202958.775004 + Penalty 13305.590911 = -13189653.184093
  nChanged 44
		SP:Iteration 46Q (33976.350000 sec): 3 clusters
  Score: Raw -13202970.003080 + Penalty 13305.590911 = -13189664.412168
  nChanged 31
		SP:Iteration 47Q (33976.670000 sec): 3 clusters
  Score: Raw -13202977.824990 + Penalty 13305.590911 = -13189672.234079
  nChanged 26
		SP:Iteration 48Q (33976.990000 sec): 3 clusters
  Score: Raw -13202984.603540 + Penalty 13305.590911 = -13189679.012629
  nChanged 22
		SP:Iteration 49Q (33977.310000 sec): 3 clusters
  Score: Raw -13202990.357644 + Penalty 13305.590911 = -13189684.766733
  nChanged 13
		SP:Iteration 50Q (33977.630000 sec): 3 clusters
  Score: Raw -13202993.234918 + Penalty 13305.590911 = -13189687.644007
  nChanged 11
		SP:Iteration 51Q (33977.960000 sec): 3 clusters
  Score: Raw -13202995.063363 + Penalty 13305.590911 = -13189689.472452
  nChanged 8
		SP:Iteration 52Q (33978.270000 sec): 3 clusters
  Score: Raw -13202996.885249 + Penalty 13305.590911 = -13189691.294338
  nChanged 11
		SP:Iteration 53Q (33978.590000 sec): 3 clusters
  Score: Raw -13202999.789288 + Penalty 13305.590911 = -13189694.198377
  nChanged 12
		SP:Iteration 54Q (33978.910000 sec): 3 clusters
  Score: Raw -13203002.942552 + Penalty 13305.590911 = -13189697.351640
  nChanged 7
		SP:Iteration 55Q (33979.230000 sec): 3 clusters
  Score: Raw -13203004.295000 + Penalty 13305.590911 = -13189698.704089
  nChanged 6
		SP:Iteration 56Q (33979.550000 sec): 3 clusters
  Score: Raw -13203005.717492 + Penalty 13305.590911 = -13189700.126580
  nChanged 6
		SP:Iteration 57Q (33979.870000 sec): 3 clusters
  Score: Raw -13203006.714569 + Penalty 13305.590911 = -13189701.123658
  nChanged 4
		SP:Iteration 58Q (33980.180000 sec): 3 clusters
  Score: Raw -13203007.762184 + Penalty 13305.590911 = -13189702.171272
  nChanged 5
		SP:Iteration 59Q (33980.500000 sec): 3 clusters
  Score: Raw -13203008.624105 + Penalty 13305.590911 = -13189703.033194
  nChanged 5
		SP:Iteration 60F (33980.900000 sec): 3 clusters
  Score: Raw -13203009.739132 + Penalty 13305.590911 = -13189704.148220
  nChanged 4
		SP:Iteration 61Q (33981.210000 sec): 3 clusters
  Score: Raw -13203010.256246 + Penalty 13305.590911 = -13189704.665334
  nChanged 3
		SP:Iteration 62Q (33981.530000 sec): 3 clusters
  Score: Raw -13203011.170218 + Penalty 13305.590911 = -13189705.579306
  nChanged 6
		SP:Iteration 63Q (33981.850000 sec): 3 clusters
  Score: Raw -13203011.996967 + Penalty 13305.590911 = -13189706.406055
  nChanged 2
		SP:Iteration 64Q (33982.170000 sec): 3 clusters
  Score: Raw -13203012.302942 + Penalty 13305.590911 = -13189706.712031
  nChanged 1
		SP:Iteration 65Q (33982.490000 sec): 3 clusters
  Score: Raw -13203012.436710 + Penalty 13305.590911 = -13189706.845798
  nChanged 0
		SP:Iteration 66F (33982.880000 sec): 3 clusters
  Score: Raw -13203012.436710 + Penalty 13305.590911 = -13189706.845798
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (41999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33983.160000 sec): 2 clusters
  Score: Raw -11203085.168463 + Penalty 6520.308166 = -11196564.860297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33983.490000 sec): 3 clusters
  Score: Raw -11178954.120917 + Penalty 13040.616332 = -11165913.504585
  nChanged 18249
		SP:Iteration 1F (33983.810000 sec): 3 clusters
  Score: Raw -11188507.801384 + Penalty 13040.616332 = -11175467.185052
  nChanged 2301
		SP:Iteration 2F (33984.130000 sec): 3 clusters
  Score: Raw -11189455.206948 + Penalty 13040.616332 = -11176414.590616
  nChanged 2060
		SP:Iteration 3Q (33984.460000 sec): 3 clusters
  Score: Raw -11190476.896076 + Penalty 13040.616332 = -11177436.279744
  nChanged 2156
		SP:Iteration 4F (33984.790000 sec): 3 clusters
  Score: Raw -11191876.440292 + Penalty 13040.616332 = -11178835.823959
  nChanged 2449
		SP:Iteration 5F (33985.110000 sec): 3 clusters
  Score: Raw -11193931.603292 + Penalty 13040.616332 = -11180890.986960
  nChanged 2919
		SP:Iteration 6F (33985.430000 sec): 3 clusters
  Score: Raw -11196515.069568 + Penalty 13040.616332 = -11183474.453236
  nChanged 3019
		SP:Iteration 7F (33985.760000 sec): 3 clusters
  Score: Raw -11198877.159019 + Penalty 13040.616332 = -11185836.542687
  nChanged 2711
		SP:Iteration 8F (33986.080000 sec): 3 clusters
  Score: Raw -11200709.691334 + Penalty 13040.616332 = -11187669.075002
  nChanged 2225
		SP:Iteration 9F (33986.410000 sec): 3 clusters
  Score: Raw -11202051.945873 + Penalty 13040.616332 = -11189011.329541
  nChanged 1773
		SP:Iteration 10Q (33986.720000 sec): 3 clusters
  Score: Raw -11203048.727627 + Penalty 13040.616332 = -11190008.111295
  nChanged 1333
		SP:Iteration 11Q (33987.040000 sec): 3 clusters
  Score: Raw -11203802.888272 + Penalty 13040.616332 = -11190762.271940
  nChanged 1146
		SP:Iteration 12Q (33987.350000 sec): 3 clusters
  Score: Raw -11204418.283464 + Penalty 13040.616332 = -11191377.667132
  nChanged 932
		SP:Iteration 13Q (33987.670000 sec): 3 clusters
  Score: Raw -11204924.834094 + Penalty 13040.616332 = -11191884.217762
  nChanged 757
		SP:Iteration 14Q (33987.980000 sec): 3 clusters
  Score: Raw -11205353.460303 + Penalty 13040.616332 = -11192312.843970
  nChanged 637
		SP:Iteration 15Q (33988.290000 sec): 3 clusters
  Score: Raw -11205718.161144 + Penalty 13040.616332 = -11192677.544812
  nChanged 520
		SP:Iteration 16Q (33988.590000 sec): 3 clusters
  Score: Raw -11206026.467818 + Penalty 13040.616332 = -11192985.851486
  nChanged 454
		SP:Iteration 17Q (33988.900000 sec): 3 clusters
  Score: Raw -11206299.956644 + Penalty 13040.616332 = -11193259.340312
  nChanged 373
		SP:Iteration 18Q (33989.200000 sec): 3 clusters
  Score: Raw -11206534.002816 + Penalty 13040.616332 = -11193493.386484
  nChanged 348
		SP:Iteration 19Q (33989.490000 sec): 3 clusters
  Score: Raw -11206752.584872 + Penalty 13040.616332 = -11193711.968540
  nChanged 298
		SP:Iteration 20F (33989.810000 sec): 3 clusters
  Score: Raw -11206942.484556 + Penalty 13040.616332 = -11193901.868224
  nChanged 235
		SP:Iteration 21Q (33990.080000 sec): 3 clusters
  Score: Raw -11207064.446449 + Penalty 13040.616332 = -11194023.830117
  nChanged 179
		SP:Iteration 22Q (33990.350000 sec): 3 clusters
  Score: Raw -11207156.011691 + Penalty 13040.616332 = -11194115.395359
  nChanged 134
		SP:Iteration 23Q (33990.610000 sec): 3 clusters
  Score: Raw -11207207.721128 + Penalty 13040.616332 = -11194167.104795
  nChanged 101
		SP:Iteration 24Q (33990.870000 sec): 3 clusters
  Score: Raw -11207240.417431 + Penalty 13040.616332 = -11194199.801099
  nChanged 71
		SP:Iteration 25Q (33991.130000 sec): 3 clusters
  Score: Raw -11207261.045567 + Penalty 13040.616332 = -11194220.429235
  nChanged 46
		SP:Iteration 26Q (33991.390000 sec): 3 clusters
  Score: Raw -11207274.627091 + Penalty 13040.616332 = -11194234.010759
  nChanged 33
		SP:Iteration 27Q (33991.650000 sec): 3 clusters
  Score: Raw -11207283.839162 + Penalty 13040.616332 = -11194243.222830
  nChanged 29
		SP:Iteration 28Q (33991.900000 sec): 3 clusters
  Score: Raw -11207292.281272 + Penalty 13040.616332 = -11194251.664940
  nChanged 22
		SP:Iteration 29Q (33992.150000 sec): 3 clusters
  Score: Raw -11207298.165584 + Penalty 13040.616332 = -11194257.549252
  nChanged 13
		SP:Iteration 30Q (33992.410000 sec): 3 clusters
  Score: Raw -11207300.607797 + Penalty 13040.616332 = -11194259.991465
  nChanged 8
		SP:Iteration 31Q (33992.660000 sec): 3 clusters
  Score: Raw -11207302.997532 + Penalty 13040.616332 = -11194262.381200
  nChanged 10
		SP:Iteration 32Q (33992.910000 sec): 3 clusters
  Score: Raw -11207305.467242 + Penalty 13040.616332 = -11194264.850910
  nChanged 11
		SP:Iteration 33Q (33993.170000 sec): 3 clusters
  Score: Raw -11207307.470626 + Penalty 13040.616332 = -11194266.854294
  nChanged 4
		SP:Iteration 34Q (33993.420000 sec): 3 clusters
  Score: Raw -11207308.979703 + Penalty 13040.616332 = -11194268.363370
  nChanged 8
		SP:Iteration 35Q (33993.670000 sec): 3 clusters
  Score: Raw -11207310.660808 + Penalty 13040.616332 = -11194270.044476
  nChanged 9
		SP:Iteration 36Q (33993.930000 sec): 3 clusters
  Score: Raw -11207312.907594 + Penalty 13040.616332 = -11194272.291262
  nChanged 8
		SP:Iteration 37Q (33994.180000 sec): 3 clusters
  Score: Raw -11207314.662345 + Penalty 13040.616332 = -11194274.046013
  nChanged 5
		SP:Iteration 38Q (33994.430000 sec): 3 clusters
  Score: Raw -11207315.635750 + Penalty 13040.616332 = -11194275.019418
  nChanged 7
		SP:Iteration 39Q (33994.680000 sec): 3 clusters
  Score: Raw -11207317.585775 + Penalty 13040.616332 = -11194276.969442
  nChanged 11
		SP:Iteration 40F (33995.000000 sec): 3 clusters
  Score: Raw -11207319.846847 + Penalty 13040.616332 = -11194279.230515
  nChanged 8
		SP:Iteration 41Q (33995.250000 sec): 3 clusters
  Score: Raw -11207321.464123 + Penalty 13040.616332 = -11194280.847791
  nChanged 7
		SP:Iteration 42Q (33995.510000 sec): 3 clusters
  Score: Raw -11207323.063991 + Penalty 13040.616332 = -11194282.447659
  nChanged 5
		SP:Iteration 43Q (33995.760000 sec): 3 clusters
  Score: Raw -11207324.640583 + Penalty 13040.616332 = -11194284.024251
  nChanged 3
		SP:Iteration 44Q (33996.010000 sec): 3 clusters
  Score: Raw -11207325.375749 + Penalty 13040.616332 = -11194284.759416
  nChanged 3
		SP:Iteration 45Q (33996.270000 sec): 3 clusters
  Score: Raw -11207326.120857 + Penalty 13040.616332 = -11194285.504525
  nChanged 2
		SP:Iteration 46Q (33996.510000 sec): 3 clusters
  Score: Raw -11207326.554704 + Penalty 13040.616332 = -11194285.938372
  nChanged 6
		SP:Iteration 47Q (33996.770000 sec): 3 clusters
  Score: Raw -11207327.916306 + Penalty 13040.616332 = -11194287.299974
  nChanged 2
		SP:Iteration 48Q (33997.020000 sec): 3 clusters
  Score: Raw -11207328.217793 + Penalty 13040.616332 = -11194287.601461
  nChanged 0
		SP:Iteration 49F (33997.340000 sec): 3 clusters
  Score: Raw -11207328.217793 + Penalty 13040.616332 = -11194287.601461
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (134980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33998.250000 sec): 2 clusters
  Score: Raw -36084148.099735 + Penalty 7235.390163 = -36076912.709572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33999.290000 sec): 3 clusters
  Score: Raw -36000267.864955 + Penalty 14470.780325 = -35985797.084630
  nChanged 62499
		SP:Iteration 1F (34000.330000 sec): 3 clusters
  Score: Raw -36034970.537691 + Penalty 14470.780325 = -36020499.757366
  nChanged 4907
		SP:Iteration 2Q (34001.380000 sec): 3 clusters
  Score: Raw -36036134.092245 + Penalty 14470.780325 = -36021663.311919
  nChanged 4393
		SP:Iteration 3Q (34002.430000 sec): 3 clusters
  Score: Raw -36037145.610818 + Penalty 14470.780325 = -36022674.830493
  nChanged 4068
		SP:Iteration 4Q (34003.470000 sec): 3 clusters
  Score: Raw -36038074.374088 + Penalty 14470.780325 = -36023603.593763
  nChanged 3972
		SP:Iteration 5Q (34004.510000 sec): 3 clusters
  Score: Raw -36039046.441677 + Penalty 14470.780325 = -36024575.661352
  nChanged 4112
		SP:Iteration 6Q (34005.560000 sec): 3 clusters
  Score: Raw -36040175.285419 + Penalty 14470.780325 = -36025704.505094
  nChanged 4364
		SP:Iteration 7Q (34006.600000 sec): 3 clusters
  Score: Raw -36041661.310230 + Penalty 14470.780325 = -36027190.529904
  nChanged 5288
		SP:Iteration 8Q (34007.650000 sec): 3 clusters
  Score: Raw -36043884.023556 + Penalty 14470.780325 = -36029413.243231
  nChanged 6616
		SP:Iteration 9Q (34008.690000 sec): 3 clusters
  Score: Raw -36047432.597792 + Penalty 14470.780325 = -36032961.817467
  nChanged 8291
		SP:Iteration 10F (34009.720000 sec): 3 clusters
  Score: Raw -36052915.719469 + Penalty 14470.780325 = -36038444.939144
  nChanged 9677
		SP:Iteration 11F (34010.760000 sec): 3 clusters
  Score: Raw -36060499.289145 + Penalty 14470.780325 = -36046028.508819
  nChanged 9862
		SP:Iteration 12F (34011.790000 sec): 3 clusters
  Score: Raw -36069095.838087 + Penalty 14470.780325 = -36054625.057762
  nChanged 8084
		SP:Iteration 13F (34012.820000 sec): 3 clusters
  Score: Raw -36076536.968418 + Penalty 14470.780325 = -36062066.188093
  nChanged 5002
		SP:Iteration 14Q (34013.770000 sec): 3 clusters
  Score: Raw -36081022.539190 + Penalty 14470.780325 = -36066551.758865
  nChanged 2421
		SP:Iteration 15Q (34014.660000 sec): 3 clusters
  Score: Raw -36083123.230248 + Penalty 14470.780325 = -36068652.449922
  nChanged 1045
		SP:Iteration 16Q (34015.490000 sec): 3 clusters
  Score: Raw -36084046.085104 + Penalty 14470.780325 = -36069575.304778
  nChanged 457
		SP:Iteration 17Q (34016.270000 sec): 3 clusters
  Score: Raw -36084474.672507 + Penalty 14470.780325 = -36070003.892181
  nChanged 221
		SP:Iteration 18Q (34017.020000 sec): 3 clusters
  Score: Raw -36084696.338043 + Penalty 14470.780325 = -36070225.557717
  nChanged 125
		SP:Iteration 19Q (34017.760000 sec): 3 clusters
  Score: Raw -36084822.567739 + Penalty 14470.780325 = -36070351.787414
  nChanged 87
		SP:Iteration 20F (34018.780000 sec): 3 clusters
  Score: Raw -36084909.529841 + Penalty 14470.780325 = -36070438.749515
  nChanged 54
		SP:Iteration 21Q (34019.520000 sec): 3 clusters
  Score: Raw -36084966.465796 + Penalty 14470.780325 = -36070495.685471
  nChanged 41
		SP:Iteration 22Q (34020.240000 sec): 3 clusters
  Score: Raw -36085002.392444 + Penalty 14470.780325 = -36070531.612119
  nChanged 26
		SP:Iteration 23Q (34020.960000 sec): 3 clusters
  Score: Raw -36085030.754198 + Penalty 14470.780325 = -36070559.973872
  nChanged 21
		SP:Iteration 24Q (34021.670000 sec): 3 clusters
  Score: Raw -36085047.627469 + Penalty 14470.780325 = -36070576.847143
  nChanged 14
		SP:Iteration 25Q (34022.380000 sec): 3 clusters
  Score: Raw -36085062.613797 + Penalty 14470.780325 = -36070591.833471
  nChanged 16
		SP:Iteration 26Q (34023.090000 sec): 3 clusters
  Score: Raw -36085078.409078 + Penalty 14470.780325 = -36070607.628753
  nChanged 10
		SP:Iteration 27Q (34023.800000 sec): 3 clusters
  Score: Raw -36085086.910116 + Penalty 14470.780325 = -36070616.129791
  nChanged 5
		SP:Iteration 28Q (34024.500000 sec): 3 clusters
  Score: Raw -36085091.669972 + Penalty 14470.780325 = -36070620.889646
  nChanged 6
		SP:Iteration 29Q (34025.210000 sec): 3 clusters
  Score: Raw -36085099.376562 + Penalty 14470.780325 = -36070628.596236
  nChanged 7
		SP:Iteration 30Q (34025.920000 sec): 3 clusters
  Score: Raw -36085106.314514 + Penalty 14470.780325 = -36070635.534189
  nChanged 8
		SP:Iteration 31Q (34026.620000 sec): 3 clusters
  Score: Raw -36085114.389750 + Penalty 14470.780325 = -36070643.609425
  nChanged 5
		SP:Iteration 32Q (34027.330000 sec): 3 clusters
  Score: Raw -36085118.138360 + Penalty 14470.780325 = -36070647.358035
  nChanged 7
		SP:Iteration 33Q (34028.030000 sec): 3 clusters
  Score: Raw -36085126.033783 + Penalty 14470.780325 = -36070655.253457
  nChanged 3
		SP:Iteration 34Q (34028.740000 sec): 3 clusters
  Score: Raw -36085130.072274 + Penalty 14470.780325 = -36070659.291949
  nChanged 2
		SP:Iteration 35Q (34029.440000 sec): 3 clusters
  Score: Raw -36085133.069580 + Penalty 14470.780325 = -36070662.289255
  nChanged 1
		SP:Iteration 36Q (34030.150000 sec): 3 clusters
  Score: Raw -36085134.149453 + Penalty 14470.780325 = -36070663.369128
  nChanged 3
		SP:Iteration 37Q (34030.850000 sec): 3 clusters
  Score: Raw -36085136.927954 + Penalty 14470.780325 = -36070666.147628
  nChanged 1
		SP:Iteration 38Q (34031.560000 sec): 3 clusters
  Score: Raw -36085137.533587 + Penalty 14470.780325 = -36070666.753262
  nChanged 0
		SP:Iteration 39F (34032.580000 sec): 3 clusters
  Score: Raw -36085137.533587 + Penalty 14470.780325 = -36070666.753262
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34032.670000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34032.670000 sec): 3 clusters
  Score: Raw -45413.256694 + Penalty 6508.677324 = -38904.579370
  nChanged 8
		SP:Iteration 1Q (34032.670000 sec): 3 clusters
  Score: Raw -45482.214004 + Penalty 6508.677324 = -38973.536679
  nChanged 1
		SP:Iteration 2Q (34032.670000 sec): 3 clusters
  Score: Raw -45485.536996 + Penalty 6508.677324 = -38976.859672
  nChanged 0
		SP:Iteration 3F (34032.680000 sec): 3 clusters
  Score: Raw -45485.536996 + Penalty 6508.677324 = -38976.859672
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34032.680000 sec): 2 clusters
  Score: Raw -136492.297235 + Penalty 3839.821474 = -132652.475761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34032.690000 sec): 3 clusters
  Score: Raw -136940.601229 + Penalty 7679.642948 = -129260.958281
  nChanged 32
		SP:Iteration 1F (34032.690000 sec): 3 clusters
  Score: Raw -137071.647403 + Penalty 7679.642948 = -129392.004456
  nChanged 6
		SP:Iteration 2Q (34032.700000 sec): 3 clusters
  Score: Raw -137096.346024 + Penalty 7679.642948 = -129416.703076
  nChanged 1
		SP:Iteration 3Q (34032.700000 sec): 3 clusters
  Score: Raw -137099.937343 + Penalty 7679.642948 = -129420.294395
  nChanged 1
		SP:Iteration 4Q (34032.700000 sec): 3 clusters
  Score: Raw -137103.829770 + Penalty 7679.642948 = -129424.186823
  nChanged 0
		SP:Iteration 5F (34032.710000 sec): 3 clusters
  Score: Raw -137103.829770 + Penalty 7679.642948 = -129424.186823
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (105198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34033.470000 sec): 2 clusters
  Score: Raw -28093546.009206 + Penalty 7082.704735 = -28086463.304471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34034.280000 sec): 3 clusters
  Score: Raw -28028831.551902 + Penalty 14165.409470 = -28014666.142431
  nChanged 48275
		SP:Iteration 1F (34035.090000 sec): 3 clusters
  Score: Raw -28055698.651479 + Penalty 14165.409470 = -28041533.242009
  nChanged 4244
		SP:Iteration 2Q (34035.900000 sec): 3 clusters
  Score: Raw -28057032.006789 + Penalty 14165.409470 = -28042866.597318
  nChanged 4223
		SP:Iteration 3Q (34036.710000 sec): 3 clusters
  Score: Raw -28058641.793893 + Penalty 14165.409470 = -28044476.384422
  nChanged 4635
		SP:Iteration 4Q (34037.530000 sec): 3 clusters
  Score: Raw -28060848.925727 + Penalty 14165.409470 = -28046683.516257
  nChanged 5323
		SP:Iteration 5F (34038.340000 sec): 3 clusters
  Score: Raw -28063864.145402 + Penalty 14165.409470 = -28049698.735931
  nChanged 6457
		SP:Iteration 6F (34039.140000 sec): 3 clusters
  Score: Raw -28067820.381125 + Penalty 14165.409470 = -28053654.971654
  nChanged 7403
		SP:Iteration 7F (34039.940000 sec): 3 clusters
  Score: Raw -28072940.762132 + Penalty 14165.409470 = -28058775.352662
  nChanged 7810
		SP:Iteration 8F (34040.740000 sec): 3 clusters
  Score: Raw -28079184.553401 + Penalty 14165.409470 = -28065019.143931
  nChanged 7229
		SP:Iteration 9F (34041.550000 sec): 3 clusters
  Score: Raw -28085874.160021 + Penalty 14165.409470 = -28071708.750551
  nChanged 5475
		SP:Iteration 10F (34042.360000 sec): 3 clusters
  Score: Raw -28091697.495842 + Penalty 14165.409470 = -28077532.086372
  nChanged 3386
		SP:Iteration 11Q (34043.130000 sec): 3 clusters
  Score: Raw -28095072.232675 + Penalty 14165.409470 = -28080906.823204
  nChanged 1984
		SP:Iteration 12Q (34043.840000 sec): 3 clusters
  Score: Raw -28096478.286935 + Penalty 14165.409470 = -28082312.877465
  nChanged 1303
		SP:Iteration 13Q (34044.520000 sec): 3 clusters
  Score: Raw -28097267.795214 + Penalty 14165.409470 = -28083102.385744
  nChanged 972
		SP:Iteration 14Q (34045.170000 sec): 3 clusters
  Score: Raw -28097810.794537 + Penalty 14165.409470 = -28083645.385067
  nChanged 752
		SP:Iteration 15Q (34045.800000 sec): 3 clusters
  Score: Raw -28098222.836282 + Penalty 14165.409470 = -28084057.426811
  nChanged 594
		SP:Iteration 16Q (34046.420000 sec): 3 clusters
  Score: Raw -28098561.447507 + Penalty 14165.409470 = -28084396.038037
  nChanged 485
		SP:Iteration 17Q (34047.040000 sec): 3 clusters
  Score: Raw -28098807.652453 + Penalty 14165.409470 = -28084642.242983
  nChanged 373
		SP:Iteration 18Q (34047.640000 sec): 3 clusters
  Score: Raw -28098973.082540 + Penalty 14165.409470 = -28084807.673070
  nChanged 345
		SP:Iteration 19Q (34048.250000 sec): 3 clusters
  Score: Raw -28099105.563851 + Penalty 14165.409470 = -28084940.154380
  nChanged 282
		SP:Iteration 20F (34049.050000 sec): 3 clusters
  Score: Raw -28099197.159880 + Penalty 14165.409470 = -28085031.750409
  nChanged 225
		SP:Iteration 21Q (34049.650000 sec): 3 clusters
  Score: Raw -28099258.122557 + Penalty 14165.409470 = -28085092.713086
  nChanged 152
		SP:Iteration 22Q (34050.240000 sec): 3 clusters
  Score: Raw -28099290.332705 + Penalty 14165.409470 = -28085124.923235
  nChanged 102
		SP:Iteration 23Q (34050.830000 sec): 3 clusters
  Score: Raw -28099308.763114 + Penalty 14165.409470 = -28085143.353644
  nChanged 75
		SP:Iteration 24Q (34051.420000 sec): 3 clusters
  Score: Raw -28099320.675057 + Penalty 14165.409470 = -28085155.265587
  nChanged 56
		SP:Iteration 25Q (34052.010000 sec): 3 clusters
  Score: Raw -28099328.522725 + Penalty 14165.409470 = -28085163.113254
  nChanged 52
		SP:Iteration 26Q (34052.600000 sec): 3 clusters
  Score: Raw -28099335.948107 + Penalty 14165.409470 = -28085170.538637
  nChanged 40
		SP:Iteration 27Q (34053.180000 sec): 3 clusters
  Score: Raw -28099341.372407 + Penalty 14165.409470 = -28085175.962937
  nChanged 25
		SP:Iteration 28Q (34053.770000 sec): 3 clusters
  Score: Raw -28099344.406545 + Penalty 14165.409470 = -28085178.997075
  nChanged 20
		SP:Iteration 29Q (34054.360000 sec): 3 clusters
  Score: Raw -28099346.763540 + Penalty 14165.409470 = -28085181.354070
  nChanged 16
		SP:Iteration 30Q (34054.950000 sec): 3 clusters
  Score: Raw -28099348.347078 + Penalty 14165.409470 = -28085182.937608
  nChanged 13
		SP:Iteration 31Q (34055.530000 sec): 3 clusters
  Score: Raw -28099349.747943 + Penalty 14165.409470 = -28085184.338473
  nChanged 14
		SP:Iteration 32Q (34056.120000 sec): 3 clusters
  Score: Raw -28099351.307422 + Penalty 14165.409470 = -28085185.897952
  nChanged 11
		SP:Iteration 33Q (34056.700000 sec): 3 clusters
  Score: Raw -28099352.223519 + Penalty 14165.409470 = -28085186.814048
  nChanged 7
		SP:Iteration 34Q (34057.290000 sec): 3 clusters
  Score: Raw -28099353.091038 + Penalty 14165.409470 = -28085187.681568
  nChanged 7
		SP:Iteration 35Q (34057.870000 sec): 3 clusters
  Score: Raw -28099353.914521 + Penalty 14165.409470 = -28085188.505051
  nChanged 8
		SP:Iteration 36Q (34058.460000 sec): 3 clusters
  Score: Raw -28099354.596632 + Penalty 14165.409470 = -28085189.187161
  nChanged 4
		SP:Iteration 37Q (34059.040000 sec): 3 clusters
  Score: Raw -28099355.023676 + Penalty 14165.409470 = -28085189.614205
  nChanged 4
		SP:Iteration 38Q (34059.630000 sec): 3 clusters
  Score: Raw -28099355.504797 + Penalty 14165.409470 = -28085190.095327
  nChanged 5
		SP:Iteration 39Q (34060.210000 sec): 3 clusters
  Score: Raw -28099355.871247 + Penalty 14165.409470 = -28085190.461776
  nChanged 0
		SP:Iteration 40F (34061.010000 sec): 3 clusters
  Score: Raw -28099355.871247 + Penalty 14165.409470 = -28085190.461776
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (17133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34061.180000 sec): 2 clusters
  Score: Raw -4540932.240754 + Penalty 5971.116546 = -4534961.124208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34061.310000 sec): 3 clusters
  Score: Raw -4532250.394290 + Penalty 11942.233091 = -4520308.161198
  nChanged 6833
		SP:Iteration 1F (34061.440000 sec): 3 clusters
  Score: Raw -4535904.238028 + Penalty 11942.233091 = -4523962.004937
  nChanged 1219
		SP:Iteration 2F (34061.570000 sec): 3 clusters
  Score: Raw -4536619.592158 + Penalty 11942.233091 = -4524677.359067
  nChanged 973
		SP:Iteration 3F (34061.700000 sec): 3 clusters
  Score: Raw -4537241.919565 + Penalty 11942.233091 = -4525299.686473
  nChanged 858
		SP:Iteration 4F (34061.840000 sec): 3 clusters
  Score: Raw -4537836.591573 + Penalty 11942.233091 = -4525894.358481
  nChanged 804
		SP:Iteration 5Q (34061.970000 sec): 3 clusters
  Score: Raw -4538402.389433 + Penalty 11942.233091 = -4526460.156341
  nChanged 731
		SP:Iteration 6Q (34062.100000 sec): 3 clusters
  Score: Raw -4538873.963665 + Penalty 11942.233091 = -4526931.730573
  nChanged 659
		SP:Iteration 7Q (34062.230000 sec): 3 clusters
  Score: Raw -4539296.205999 + Penalty 11942.233091 = -4527353.972907
  nChanged 607
		SP:Iteration 8Q (34062.360000 sec): 3 clusters
  Score: Raw -4539640.672203 + Penalty 11942.233091 = -4527698.439112
  nChanged 516
		SP:Iteration 9Q (34062.480000 sec): 3 clusters
  Score: Raw -4539890.370222 + Penalty 11942.233091 = -4527948.137131
  nChanged 436
		SP:Iteration 10Q (34062.610000 sec): 3 clusters
  Score: Raw -4540086.037352 + Penalty 11942.233091 = -4528143.804260
  nChanged 396
		SP:Iteration 11Q (34062.740000 sec): 3 clusters
  Score: Raw -4540246.435448 + Penalty 11942.233091 = -4528304.202357
  nChanged 322
		SP:Iteration 12Q (34062.860000 sec): 3 clusters
  Score: Raw -4540371.224036 + Penalty 11942.233091 = -4528428.990944
  nChanged 278
		SP:Iteration 13Q (34062.990000 sec): 3 clusters
  Score: Raw -4540486.743005 + Penalty 11942.233091 = -4528544.509914
  nChanged 280
		SP:Iteration 14Q (34063.120000 sec): 3 clusters
  Score: Raw -4540589.736194 + Penalty 11942.233091 = -4528647.503103
  nChanged 242
		SP:Iteration 15Q (34063.240000 sec): 3 clusters
  Score: Raw -4540682.471848 + Penalty 11942.233091 = -4528740.238756
  nChanged 243
		SP:Iteration 16Q (34063.370000 sec): 3 clusters
  Score: Raw -4540773.123861 + Penalty 11942.233091 = -4528830.890770
  nChanged 242
		SP:Iteration 17Q (34063.500000 sec): 3 clusters
  Score: Raw -4540865.809608 + Penalty 11942.233091 = -4528923.576517
  nChanged 235
		SP:Iteration 18Q (34063.620000 sec): 3 clusters
  Score: Raw -4540950.674366 + Penalty 11942.233091 = -4529008.441274
  nChanged 234
		SP:Iteration 19Q (34063.740000 sec): 3 clusters
  Score: Raw -4541042.879356 + Penalty 11942.233091 = -4529100.646264
  nChanged 211
		SP:Iteration 20F (34063.880000 sec): 3 clusters
  Score: Raw -4541130.333243 + Penalty 11942.233091 = -4529188.100151
  nChanged 216
		SP:Iteration 21Q (34064.000000 sec): 3 clusters
  Score: Raw -4541217.937874 + Penalty 11942.233091 = -4529275.704782
  nChanged 209
		SP:Iteration 22Q (34064.120000 sec): 3 clusters
  Score: Raw -4541306.277407 + Penalty 11942.233091 = -4529364.044316
  nChanged 230
		SP:Iteration 23Q (34064.250000 sec): 3 clusters
  Score: Raw -4541394.288900 + Penalty 11942.233091 = -4529452.055808
  nChanged 205
		SP:Iteration 24Q (34064.370000 sec): 3 clusters
  Score: Raw -4541471.443670 + Penalty 11942.233091 = -4529529.210579
  nChanged 190
		SP:Iteration 25Q (34064.500000 sec): 3 clusters
  Score: Raw -4541547.863287 + Penalty 11942.233091 = -4529605.630195
  nChanged 187
		SP:Iteration 26Q (34064.620000 sec): 3 clusters
  Score: Raw -4541623.139204 + Penalty 11942.233091 = -4529680.906112
  nChanged 197
		SP:Iteration 27Q (34064.740000 sec): 3 clusters
  Score: Raw -4541697.758436 + Penalty 11942.233091 = -4529755.525344
  nChanged 211
		SP:Iteration 28Q (34064.860000 sec): 3 clusters
  Score: Raw -4541777.417068 + Penalty 11942.233091 = -4529835.183977
  nChanged 191
		SP:Iteration 29Q (34064.990000 sec): 3 clusters
  Score: Raw -4541847.412409 + Penalty 11942.233091 = -4529905.179317
  nChanged 168
		SP:Iteration 30Q (34065.120000 sec): 3 clusters
  Score: Raw -4541911.947268 + Penalty 11942.233091 = -4529969.714176
  nChanged 151
		SP:Iteration 31Q (34065.240000 sec): 3 clusters
  Score: Raw -4541964.039909 + Penalty 11942.233091 = -4530021.806817
  nChanged 125
		SP:Iteration 32Q (34065.360000 sec): 3 clusters
  Score: Raw -4542006.436377 + Penalty 11942.233091 = -4530064.203285
  nChanged 124
		SP:Iteration 33Q (34065.490000 sec): 3 clusters
  Score: Raw -4542049.010752 + Penalty 11942.233091 = -4530106.777660
  nChanged 120
		SP:Iteration 34Q (34065.610000 sec): 3 clusters
  Score: Raw -4542088.602692 + Penalty 11942.233091 = -4530146.369600
  nChanged 116
		SP:Iteration 35Q (34065.730000 sec): 3 clusters
  Score: Raw -4542126.283885 + Penalty 11942.233091 = -4530184.050793
  nChanged 112
		SP:Iteration 36Q (34065.850000 sec): 3 clusters
  Score: Raw -4542161.782216 + Penalty 11942.233091 = -4530219.549125
  nChanged 111
		SP:Iteration 37Q (34065.980000 sec): 3 clusters
  Score: Raw -4542193.468306 + Penalty 11942.233091 = -4530251.235214
  nChanged 85
		SP:Iteration 38Q (34066.100000 sec): 3 clusters
  Score: Raw -4542220.669660 + Penalty 11942.233091 = -4530278.436568
  nChanged 83
		SP:Iteration 39Q (34066.220000 sec): 3 clusters
  Score: Raw -4542247.085119 + Penalty 11942.233091 = -4530304.852027
  nChanged 62
		SP:Iteration 40F (34066.350000 sec): 3 clusters
  Score: Raw -4542264.731250 + Penalty 11942.233091 = -4530322.498159
  nChanged 54
		SP:Iteration 41Q (34066.480000 sec): 3 clusters
  Score: Raw -4542282.438745 + Penalty 11942.233091 = -4530340.205653
  nChanged 53
		SP:Iteration 42Q (34066.600000 sec): 3 clusters
  Score: Raw -4542297.869459 + Penalty 11942.233091 = -4530355.636368
  nChanged 50
		SP:Iteration 43Q (34066.720000 sec): 3 clusters
  Score: Raw -4542311.060672 + Penalty 11942.233091 = -4530368.827581
  nChanged 46
		SP:Iteration 44Q (34066.850000 sec): 3 clusters
  Score: Raw -4542323.496481 + Penalty 11942.233091 = -4530381.263389
  nChanged 41
		SP:Iteration 45Q (34066.970000 sec): 3 clusters
  Score: Raw -4542332.599584 + Penalty 11942.233091 = -4530390.366493
  nChanged 31
		SP:Iteration 46Q (34067.090000 sec): 3 clusters
  Score: Raw -4542339.954406 + Penalty 11942.233091 = -4530397.721315
  nChanged 29
		SP:Iteration 47Q (34067.210000 sec): 3 clusters
  Score: Raw -4542345.862315 + Penalty 11942.233091 = -4530403.629224
  nChanged 23
		SP:Iteration 48Q (34067.340000 sec): 3 clusters
  Score: Raw -4542350.609174 + Penalty 11942.233091 = -4530408.376083
  nChanged 24
		SP:Iteration 49Q (34067.460000 sec): 3 clusters
  Score: Raw -4542355.697973 + Penalty 11942.233091 = -4530413.464881
  nChanged 19
		SP:Iteration 50Q (34067.590000 sec): 3 clusters
  Score: Raw -4542358.978473 + Penalty 11942.233091 = -4530416.745382
  nChanged 15
		SP:Iteration 51Q (34067.710000 sec): 3 clusters
  Score: Raw -4542362.353175 + Penalty 11942.233091 = -4530420.120083
  nChanged 19
		SP:Iteration 52Q (34067.830000 sec): 3 clusters
  Score: Raw -4542366.572410 + Penalty 11942.233091 = -4530424.339319
  nChanged 14
		SP:Iteration 53Q (34067.950000 sec): 3 clusters
  Score: Raw -4542370.015498 + Penalty 11942.233091 = -4530427.782406
  nChanged 19
		SP:Iteration 54Q (34068.080000 sec): 3 clusters
  Score: Raw -4542373.700624 + Penalty 11942.233091 = -4530431.467532
  nChanged 19
		SP:Iteration 55Q (34068.200000 sec): 3 clusters
  Score: Raw -4542377.233836 + Penalty 11942.233091 = -4530435.000745
  nChanged 22
		SP:Iteration 56Q (34068.320000 sec): 3 clusters
  Score: Raw -4542382.419940 + Penalty 11942.233091 = -4530440.186849
  nChanged 23
		SP:Iteration 57Q (34068.450000 sec): 3 clusters
  Score: Raw -4542387.652399 + Penalty 11942.233091 = -4530445.419308
  nChanged 28
		SP:Iteration 58Q (34068.570000 sec): 3 clusters
  Score: Raw -4542395.117527 + Penalty 11942.233091 = -4530452.884436
  nChanged 32
		SP:Iteration 59Q (34068.690000 sec): 3 clusters
  Score: Raw -4542402.273376 + Penalty 11942.233091 = -4530460.040284
  nChanged 29
		SP:Iteration 60F (34068.820000 sec): 3 clusters
  Score: Raw -4542411.116998 + Penalty 11942.233091 = -4530468.883907
  nChanged 37
		SP:Iteration 61Q (34068.950000 sec): 3 clusters
  Score: Raw -4542421.527414 + Penalty 11942.233091 = -4530479.294323
  nChanged 32
		SP:Iteration 62Q (34069.070000 sec): 3 clusters
  Score: Raw -4542429.909886 + Penalty 11942.233091 = -4530487.676794
  nChanged 30
		SP:Iteration 63Q (34069.190000 sec): 3 clusters
  Score: Raw -4542435.199055 + Penalty 11942.233091 = -4530492.965964
  nChanged 20
		SP:Iteration 64Q (34069.320000 sec): 3 clusters
  Score: Raw -4542439.977281 + Penalty 11942.233091 = -4530497.744190
  nChanged 11
		SP:Iteration 65Q (34069.440000 sec): 3 clusters
  Score: Raw -4542442.075362 + Penalty 11942.233091 = -4530499.842270
  nChanged 8
		SP:Iteration 66Q (34069.560000 sec): 3 clusters
  Score: Raw -4542443.445568 + Penalty 11942.233091 = -4530501.212477
  nChanged 7
		SP:Iteration 67Q (34069.690000 sec): 3 clusters
  Score: Raw -4542444.774395 + Penalty 11942.233091 = -4530502.541304
  nChanged 8
		SP:Iteration 68Q (34069.810000 sec): 3 clusters
  Score: Raw -4542446.520691 + Penalty 11942.233091 = -4530504.287599
  nChanged 6
		SP:Iteration 69Q (34069.930000 sec): 3 clusters
  Score: Raw -4542447.584455 + Penalty 11942.233091 = -4530505.351364
  nChanged 4
		SP:Iteration 70Q (34070.050000 sec): 3 clusters
  Score: Raw -4542448.382691 + Penalty 11942.233091 = -4530506.149600
  nChanged 2
		SP:Iteration 71Q (34070.180000 sec): 3 clusters
  Score: Raw -4542448.625287 + Penalty 11942.233091 = -4530506.392196
  nChanged 0
		SP:Iteration 72F (34070.310000 sec): 3 clusters
  Score: Raw -4542448.625287 + Penalty 11942.233091 = -4530506.392196
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34070.520000 sec): 2 clusters
  Score: Raw -8600425.473971 + Penalty 6359.801071 = -8594065.672900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34070.770000 sec): 3 clusters
  Score: Raw -8582458.613167 + Penalty 12719.602141 = -8569739.011026
  nChanged 13707
		SP:Iteration 1F (34071.010000 sec): 3 clusters
  Score: Raw -8589812.168095 + Penalty 12719.602141 = -8577092.565954
  nChanged 1980
		SP:Iteration 2F (34071.260000 sec): 3 clusters
  Score: Raw -8590736.501219 + Penalty 12719.602141 = -8578016.899078
  nChanged 1681
		SP:Iteration 3F (34071.510000 sec): 3 clusters
  Score: Raw -8591536.244080 + Penalty 12719.602141 = -8578816.641939
  nChanged 1515
		SP:Iteration 4Q (34071.760000 sec): 3 clusters
  Score: Raw -8592320.807959 + Penalty 12719.602141 = -8579601.205818
  nChanged 1491
		SP:Iteration 5Q (34072.010000 sec): 3 clusters
  Score: Raw -8593087.351637 + Penalty 12719.602141 = -8580367.749496
  nChanged 1502
		SP:Iteration 6Q (34072.250000 sec): 3 clusters
  Score: Raw -8593824.151875 + Penalty 12719.602141 = -8581104.549734
  nChanged 1454
		SP:Iteration 7Q (34072.500000 sec): 3 clusters
  Score: Raw -8594547.410205 + Penalty 12719.602141 = -8581827.808064
  nChanged 1372
		SP:Iteration 8Q (34072.750000 sec): 3 clusters
  Score: Raw -8595277.462591 + Penalty 12719.602141 = -8582557.860450
  nChanged 1434
		SP:Iteration 9Q (34072.990000 sec): 3 clusters
  Score: Raw -8596104.811774 + Penalty 12719.602141 = -8583385.209633
  nChanged 1502
		SP:Iteration 10Q (34073.240000 sec): 3 clusters
  Score: Raw -8597047.960723 + Penalty 12719.602141 = -8584328.358582
  nChanged 1485
		SP:Iteration 11Q (34073.480000 sec): 3 clusters
  Score: Raw -8598031.584243 + Penalty 12719.602141 = -8585311.982102
  nChanged 1453
		SP:Iteration 12Q (34073.730000 sec): 3 clusters
  Score: Raw -8598936.235403 + Penalty 12719.602141 = -8586216.633262
  nChanged 1174
		SP:Iteration 13Q (34073.980000 sec): 3 clusters
  Score: Raw -8599641.276041 + Penalty 12719.602141 = -8586921.673900
  nChanged 982
		SP:Iteration 14Q (34074.220000 sec): 3 clusters
  Score: Raw -8600192.097469 + Penalty 12719.602141 = -8587472.495328
  nChanged 824
		SP:Iteration 15Q (34074.460000 sec): 3 clusters
  Score: Raw -8600629.469680 + Penalty 12719.602141 = -8587909.867539
  nChanged 647
		SP:Iteration 16Q (34074.710000 sec): 3 clusters
  Score: Raw -8600963.874018 + Penalty 12719.602141 = -8588244.271877
  nChanged 488
		SP:Iteration 17Q (34074.940000 sec): 3 clusters
  Score: Raw -8601202.211392 + Penalty 12719.602141 = -8588482.609251
  nChanged 395
		SP:Iteration 18Q (34075.180000 sec): 3 clusters
  Score: Raw -8601390.538045 + Penalty 12719.602141 = -8588670.935904
  nChanged 321
		SP:Iteration 19Q (34075.420000 sec): 3 clusters
  Score: Raw -8601535.260899 + Penalty 12719.602141 = -8588815.658757
  nChanged 265
		SP:Iteration 20F (34075.660000 sec): 3 clusters
  Score: Raw -8601652.766031 + Penalty 12719.602141 = -8588933.163890
  nChanged 211
		SP:Iteration 21Q (34075.900000 sec): 3 clusters
  Score: Raw -8601741.853031 + Penalty 12719.602141 = -8589022.250890
  nChanged 186
		SP:Iteration 22Q (34076.130000 sec): 3 clusters
  Score: Raw -8601820.643546 + Penalty 12719.602141 = -8589101.041405
  nChanged 151
		SP:Iteration 23Q (34076.360000 sec): 3 clusters
  Score: Raw -8601882.655027 + Penalty 12719.602141 = -8589163.052886
  nChanged 119
		SP:Iteration 24Q (34076.600000 sec): 3 clusters
  Score: Raw -8601929.398175 + Penalty 12719.602141 = -8589209.796034
  nChanged 97
		SP:Iteration 25Q (34076.830000 sec): 3 clusters
  Score: Raw -8601965.213527 + Penalty 12719.602141 = -8589245.611386
  nChanged 70
		SP:Iteration 26Q (34077.060000 sec): 3 clusters
  Score: Raw -8601991.879611 + Penalty 12719.602141 = -8589272.277470
  nChanged 66
		SP:Iteration 27Q (34077.280000 sec): 3 clusters
  Score: Raw -8602017.698202 + Penalty 12719.602141 = -8589298.096061
  nChanged 55
		SP:Iteration 28Q (34077.520000 sec): 3 clusters
  Score: Raw -8602038.433762 + Penalty 12719.602141 = -8589318.831621
  nChanged 47
		SP:Iteration 29Q (34077.740000 sec): 3 clusters
  Score: Raw -8602057.604044 + Penalty 12719.602141 = -8589338.001903
  nChanged 43
		SP:Iteration 30Q (34077.970000 sec): 3 clusters
  Score: Raw -8602074.959570 + Penalty 12719.602141 = -8589355.357429
  nChanged 41
		SP:Iteration 31Q (34078.200000 sec): 3 clusters
  Score: Raw -8602090.930061 + Penalty 12719.602141 = -8589371.327920
  nChanged 45
		SP:Iteration 32Q (34078.430000 sec): 3 clusters
  Score: Raw -8602105.818372 + Penalty 12719.602141 = -8589386.216231
  nChanged 27
		SP:Iteration 33Q (34078.650000 sec): 3 clusters
  Score: Raw -8602114.091314 + Penalty 12719.602141 = -8589394.489173
  nChanged 20
		SP:Iteration 34Q (34078.880000 sec): 3 clusters
  Score: Raw -8602120.089853 + Penalty 12719.602141 = -8589400.487712
  nChanged 12
		SP:Iteration 35Q (34079.100000 sec): 3 clusters
  Score: Raw -8602123.883360 + Penalty 12719.602141 = -8589404.281219
  nChanged 11
		SP:Iteration 36Q (34079.330000 sec): 3 clusters
  Score: Raw -8602126.998840 + Penalty 12719.602141 = -8589407.396699
  nChanged 7
		SP:Iteration 37Q (34079.560000 sec): 3 clusters
  Score: Raw -8602129.357458 + Penalty 12719.602141 = -8589409.755317
  nChanged 8
		SP:Iteration 38Q (34079.780000 sec): 3 clusters
  Score: Raw -8602131.984513 + Penalty 12719.602141 = -8589412.382372
  nChanged 11
		SP:Iteration 39Q (34080.010000 sec): 3 clusters
  Score: Raw -8602136.484688 + Penalty 12719.602141 = -8589416.882547
  nChanged 21
		SP:Iteration 40F (34080.250000 sec): 3 clusters
  Score: Raw -8602144.316931 + Penalty 12719.602141 = -8589424.714790
  nChanged 23
		SP:Iteration 41Q (34080.480000 sec): 3 clusters
  Score: Raw -8602152.083538 + Penalty 12719.602141 = -8589432.481397
  nChanged 17
		SP:Iteration 42Q (34080.700000 sec): 3 clusters
  Score: Raw -8602159.446786 + Penalty 12719.602141 = -8589439.844645
  nChanged 15
		SP:Iteration 43Q (34080.930000 sec): 3 clusters
  Score: Raw -8602164.883442 + Penalty 12719.602141 = -8589445.281301
  nChanged 5
		SP:Iteration 44Q (34081.160000 sec): 3 clusters
  Score: Raw -8602166.205999 + Penalty 12719.602141 = -8589446.603858
  nChanged 4
		SP:Iteration 45Q (34081.390000 sec): 3 clusters
  Score: Raw -8602168.289366 + Penalty 12719.602141 = -8589448.687225
  nChanged 7
		SP:Iteration 46Q (34081.610000 sec): 3 clusters
  Score: Raw -8602170.876357 + Penalty 12719.602141 = -8589451.274216
  nChanged 6
		SP:Iteration 47Q (34081.840000 sec): 3 clusters
  Score: Raw -8602172.527601 + Penalty 12719.602141 = -8589452.925460
  nChanged 6
		SP:Iteration 48Q (34082.060000 sec): 3 clusters
  Score: Raw -8602174.334741 + Penalty 12719.602141 = -8589454.732600
  nChanged 4
		SP:Iteration 49Q (34082.290000 sec): 3 clusters
  Score: Raw -8602175.949817 + Penalty 12719.602141 = -8589456.347676
  nChanged 7
		SP:Iteration 50Q (34082.510000 sec): 3 clusters
  Score: Raw -8602177.783297 + Penalty 12719.602141 = -8589458.181156
  nChanged 4
		SP:Iteration 51Q (34082.740000 sec): 3 clusters
  Score: Raw -8602179.666349 + Penalty 12719.602141 = -8589460.064208
  nChanged 9
		SP:Iteration 52Q (34082.960000 sec): 3 clusters
  Score: Raw -8602183.236565 + Penalty 12719.602141 = -8589463.634424
  nChanged 7
		SP:Iteration 53Q (34083.190000 sec): 3 clusters
  Score: Raw -8602186.262985 + Penalty 12719.602141 = -8589466.660844
  nChanged 14
		SP:Iteration 54Q (34083.410000 sec): 3 clusters
  Score: Raw -8602191.369722 + Penalty 12719.602141 = -8589471.767581
  nChanged 11
		SP:Iteration 55Q (34083.640000 sec): 3 clusters
  Score: Raw -8602195.031747 + Penalty 12719.602141 = -8589475.429606
  nChanged 9
		SP:Iteration 56Q (34083.860000 sec): 3 clusters
  Score: Raw -8602198.311655 + Penalty 12719.602141 = -8589478.709514
  nChanged 11
		SP:Iteration 57Q (34084.090000 sec): 3 clusters
  Score: Raw -8602203.491814 + Penalty 12719.602141 = -8589483.889673
  nChanged 16
		SP:Iteration 58Q (34084.310000 sec): 3 clusters
  Score: Raw -8602209.805243 + Penalty 12719.602141 = -8589490.203102
  nChanged 10
		SP:Iteration 59Q (34084.530000 sec): 3 clusters
  Score: Raw -8602213.437120 + Penalty 12719.602141 = -8589493.834979
  nChanged 8
		SP:Iteration 60F (34084.780000 sec): 3 clusters
  Score: Raw -8602216.344281 + Penalty 12719.602141 = -8589496.742140
  nChanged 9
		SP:Iteration 61Q (34085.000000 sec): 3 clusters
  Score: Raw -8602219.244131 + Penalty 12719.602141 = -8589499.641990
  nChanged 4
		SP:Iteration 62Q (34085.230000 sec): 3 clusters
  Score: Raw -8602220.475200 + Penalty 12719.602141 = -8589500.873059
  nChanged 6
		SP:Iteration 63Q (34085.450000 sec): 3 clusters
  Score: Raw -8602222.383844 + Penalty 12719.602141 = -8589502.781703
  nChanged 5
		SP:Iteration 64Q (34085.670000 sec): 3 clusters
  Score: Raw -8602224.072853 + Penalty 12719.602141 = -8589504.470712
  nChanged 4
		SP:Iteration 65Q (34085.900000 sec): 3 clusters
  Score: Raw -8602225.581068 + Penalty 12719.602141 = -8589505.978927
  nChanged 4
		SP:Iteration 66Q (34086.120000 sec): 3 clusters
  Score: Raw -8602226.885558 + Penalty 12719.602141 = -8589507.283417
  nChanged 4
		SP:Iteration 67Q (34086.350000 sec): 3 clusters
  Score: Raw -8602228.382596 + Penalty 12719.602141 = -8589508.780455
  nChanged 2
		SP:Iteration 68Q (34086.570000 sec): 3 clusters
  Score: Raw -8602228.801174 + Penalty 12719.602141 = -8589509.199033
  nChanged 1
		SP:Iteration 69Q (34086.790000 sec): 3 clusters
  Score: Raw -8602229.367495 + Penalty 12719.602141 = -8589509.765354
  nChanged 3
		SP:Iteration 70Q (34087.020000 sec): 3 clusters
  Score: Raw -8602230.841896 + Penalty 12719.602141 = -8589511.239754
  nChanged 5
		SP:Iteration 71Q (34087.240000 sec): 3 clusters
  Score: Raw -8602232.632374 + Penalty 12719.602141 = -8589513.030233
  nChanged 6
		SP:Iteration 72Q (34087.460000 sec): 3 clusters
  Score: Raw -8602235.044834 + Penalty 12719.602141 = -8589515.442693
  nChanged 5
		SP:Iteration 73Q (34087.690000 sec): 3 clusters
  Score: Raw -8602237.081540 + Penalty 12719.602141 = -8589517.479399
  nChanged 5
		SP:Iteration 74Q (34087.910000 sec): 3 clusters
  Score: Raw -8602238.943448 + Penalty 12719.602141 = -8589519.341306
  nChanged 3
		SP:Iteration 75Q (34088.130000 sec): 3 clusters
  Score: Raw -8602240.012533 + Penalty 12719.602141 = -8589520.410392
  nChanged 2
		SP:Iteration 76Q (34088.350000 sec): 3 clusters
  Score: Raw -8602240.492241 + Penalty 12719.602141 = -8589520.890100
  nChanged 0
		SP:Iteration 77F (34088.600000 sec): 3 clusters
  Score: Raw -8602240.492241 + Penalty 12719.602141 = -8589520.890100
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (8889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34088.670000 sec): 2 clusters
  Score: Raw -2314754.005074 + Penalty 5569.199025 = -2309184.806049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34088.740000 sec): 3 clusters
  Score: Raw -2310881.938893 + Penalty 11138.398049 = -2299743.540844
  nChanged 3200
		SP:Iteration 1F (34088.810000 sec): 3 clusters
  Score: Raw -2312959.649329 + Penalty 11138.398049 = -2301821.251280
  nChanged 668
		SP:Iteration 2F (34088.870000 sec): 3 clusters
  Score: Raw -2313431.752661 + Penalty 11138.398049 = -2302293.354612
  nChanged 450
		SP:Iteration 3F (34088.940000 sec): 3 clusters
  Score: Raw -2313747.285637 + Penalty 11138.398049 = -2302608.887588
  nChanged 353
		SP:Iteration 4Q (34089.010000 sec): 3 clusters
  Score: Raw -2313994.623401 + Penalty 11138.398049 = -2302856.225351
  nChanged 289
		SP:Iteration 5Q (34089.070000 sec): 3 clusters
  Score: Raw -2314192.977620 + Penalty 11138.398049 = -2303054.579570
  nChanged 247
		SP:Iteration 6Q (34089.140000 sec): 3 clusters
  Score: Raw -2314375.658513 + Penalty 11138.398049 = -2303237.260464
  nChanged 230
		SP:Iteration 7Q (34089.210000 sec): 3 clusters
  Score: Raw -2314538.234563 + Penalty 11138.398049 = -2303399.836514
  nChanged 231
		SP:Iteration 8Q (34089.270000 sec): 3 clusters
  Score: Raw -2314694.735240 + Penalty 11138.398049 = -2303556.337191
  nChanged 203
		SP:Iteration 9Q (34089.340000 sec): 3 clusters
  Score: Raw -2314820.177781 + Penalty 11138.398049 = -2303681.779732
  nChanged 187
		SP:Iteration 10Q (34089.400000 sec): 3 clusters
  Score: Raw -2314936.475348 + Penalty 11138.398049 = -2303798.077299
  nChanged 175
		SP:Iteration 11Q (34089.470000 sec): 3 clusters
  Score: Raw -2315051.733866 + Penalty 11138.398049 = -2303913.335816
  nChanged 180
		SP:Iteration 12Q (34089.530000 sec): 3 clusters
  Score: Raw -2315159.709364 + Penalty 11138.398049 = -2304021.311315
  nChanged 138
		SP:Iteration 13Q (34089.600000 sec): 3 clusters
  Score: Raw -2315256.505973 + Penalty 11138.398049 = -2304118.107924
  nChanged 140
		SP:Iteration 14Q (34089.660000 sec): 3 clusters
  Score: Raw -2315345.512972 + Penalty 11138.398049 = -2304207.114923
  nChanged 128
		SP:Iteration 15Q (34089.730000 sec): 3 clusters
  Score: Raw -2315428.265395 + Penalty 11138.398049 = -2304289.867346
  nChanged 114
		SP:Iteration 16Q (34089.790000 sec): 3 clusters
  Score: Raw -2315494.340240 + Penalty 11138.398049 = -2304355.942190
  nChanged 95
		SP:Iteration 17Q (34089.860000 sec): 3 clusters
  Score: Raw -2315551.464493 + Penalty 11138.398049 = -2304413.066443
  nChanged 87
		SP:Iteration 18Q (34089.920000 sec): 3 clusters
  Score: Raw -2315606.018181 + Penalty 11138.398049 = -2304467.620132
  nChanged 81
		SP:Iteration 19Q (34089.990000 sec): 3 clusters
  Score: Raw -2315651.784709 + Penalty 11138.398049 = -2304513.386660
  nChanged 68
		SP:Iteration 20F (34090.050000 sec): 3 clusters
  Score: Raw -2315694.278173 + Penalty 11138.398049 = -2304555.880124
  nChanged 66
		SP:Iteration 21Q (34090.120000 sec): 3 clusters
  Score: Raw -2315732.650318 + Penalty 11138.398049 = -2304594.252268
  nChanged 59
		SP:Iteration 22Q (34090.180000 sec): 3 clusters
  Score: Raw -2315770.047347 + Penalty 11138.398049 = -2304631.649298
  nChanged 62
		SP:Iteration 23Q (34090.240000 sec): 3 clusters
  Score: Raw -2315805.790125 + Penalty 11138.398049 = -2304667.392076
  nChanged 61
		SP:Iteration 24Q (34090.310000 sec): 3 clusters
  Score: Raw -2315843.318724 + Penalty 11138.398049 = -2304704.920675
  nChanged 61
		SP:Iteration 25Q (34090.370000 sec): 3 clusters
  Score: Raw -2315879.332674 + Penalty 11138.398049 = -2304740.934625
  nChanged 58
		SP:Iteration 26Q (34090.430000 sec): 3 clusters
  Score: Raw -2315915.062043 + Penalty 11138.398049 = -2304776.663994
  nChanged 54
		SP:Iteration 27Q (34090.490000 sec): 3 clusters
  Score: Raw -2315945.739252 + Penalty 11138.398049 = -2304807.341203
  nChanged 52
		SP:Iteration 28Q (34090.560000 sec): 3 clusters
  Score: Raw -2315978.255996 + Penalty 11138.398049 = -2304839.857947
  nChanged 45
		SP:Iteration 29Q (34090.620000 sec): 3 clusters
  Score: Raw -2316002.153982 + Penalty 11138.398049 = -2304863.755933
  nChanged 30
		SP:Iteration 30Q (34090.680000 sec): 3 clusters
  Score: Raw -2316016.365363 + Penalty 11138.398049 = -2304877.967313
  nChanged 20
		SP:Iteration 31Q (34090.740000 sec): 3 clusters
  Score: Raw -2316026.739101 + Penalty 11138.398049 = -2304888.341052
  nChanged 16
		SP:Iteration 32Q (34090.810000 sec): 3 clusters
  Score: Raw -2316034.094701 + Penalty 11138.398049 = -2304895.696652
  nChanged 19
		SP:Iteration 33Q (34090.870000 sec): 3 clusters
  Score: Raw -2316047.177822 + Penalty 11138.398049 = -2304908.779772
  nChanged 23
		SP:Iteration 34Q (34090.930000 sec): 3 clusters
  Score: Raw -2316061.839173 + Penalty 11138.398049 = -2304923.441124
  nChanged 24
		SP:Iteration 35Q (34090.990000 sec): 3 clusters
  Score: Raw -2316076.771734 + Penalty 11138.398049 = -2304938.373684
  nChanged 21
		SP:Iteration 36Q (34091.050000 sec): 3 clusters
  Score: Raw -2316089.323432 + Penalty 11138.398049 = -2304950.925382
  nChanged 15
		SP:Iteration 37Q (34091.110000 sec): 3 clusters
  Score: Raw -2316096.765855 + Penalty 11138.398049 = -2304958.367805
  nChanged 14
		SP:Iteration 38Q (34091.170000 sec): 3 clusters
  Score: Raw -2316103.714798 + Penalty 11138.398049 = -2304965.316749
  nChanged 10
		SP:Iteration 39Q (34091.240000 sec): 3 clusters
  Score: Raw -2316108.701044 + Penalty 11138.398049 = -2304970.302995
  nChanged 11
		SP:Iteration 40F (34091.300000 sec): 3 clusters
  Score: Raw -2316113.457705 + Penalty 11138.398049 = -2304975.059655
  nChanged 3
		SP:Iteration 41Q (34091.370000 sec): 3 clusters
  Score: Raw -2316115.532986 + Penalty 11138.398049 = -2304977.134937
  nChanged 7
		SP:Iteration 42Q (34091.430000 sec): 3 clusters
  Score: Raw -2316118.180996 + Penalty 11138.398049 = -2304979.782947
  nChanged 2
		SP:Iteration 43Q (34091.490000 sec): 3 clusters
  Score: Raw -2316118.968985 + Penalty 11138.398049 = -2304980.570936
  nChanged 4
		SP:Iteration 44Q (34091.550000 sec): 3 clusters
  Score: Raw -2316120.344660 + Penalty 11138.398049 = -2304981.946611
  nChanged 1
		SP:Iteration 45Q (34091.610000 sec): 3 clusters
  Score: Raw -2316120.891645 + Penalty 11138.398049 = -2304982.493595
  nChanged 0
		SP:Iteration 46F (34091.680000 sec): 3 clusters
  Score: Raw -2316120.891645 + Penalty 11138.398049 = -2304982.493595
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (1649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34091.700000 sec): 2 clusters
  Score: Raw -401735.924916 + Penalty 4537.353648 = -397198.571269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34091.710000 sec): 3 clusters
  Score: Raw -401736.395480 + Penalty 9074.707295 = -392661.688185
  nChanged 375
		SP:Iteration 1F (34091.720000 sec): 3 clusters
  Score: Raw -402552.296445 + Penalty 9074.707295 = -393477.589150
  nChanged 182
		SP:Iteration 2F (34091.730000 sec): 3 clusters
  Score: Raw -403331.959986 + Penalty 9074.707295 = -394257.252691
  nChanged 151
		SP:Iteration 3F (34091.750000 sec): 3 clusters
  Score: Raw -404268.357147 + Penalty 9074.707295 = -395193.649852
  nChanged 141
		SP:Iteration 4F (34091.760000 sec): 3 clusters
  Score: Raw -404991.630765 + Penalty 9074.707295 = -395916.923469
  nChanged 79
		SP:Iteration 5Q (34091.770000 sec): 3 clusters
  Score: Raw -405352.252248 + Penalty 9074.707295 = -396277.544953
  nChanged 53
		SP:Iteration 6Q (34091.780000 sec): 3 clusters
  Score: Raw -405562.692557 + Penalty 9074.707295 = -396487.985262
  nChanged 34
		SP:Iteration 7Q (34091.790000 sec): 3 clusters
  Score: Raw -405690.978754 + Penalty 9074.707295 = -396616.271459
  nChanged 28
		SP:Iteration 8Q (34091.800000 sec): 3 clusters
  Score: Raw -405875.286185 + Penalty 9074.707295 = -396800.578890
  nChanged 15
		SP:Iteration 9Q (34091.810000 sec): 3 clusters
  Score: Raw -405952.201819 + Penalty 9074.707295 = -396877.494523
  nChanged 10
		SP:Iteration 10Q (34091.820000 sec): 3 clusters
  Score: Raw -405990.393959 + Penalty 9074.707295 = -396915.686664
  nChanged 6
		SP:Iteration 11Q (34091.830000 sec): 3 clusters
  Score: Raw -406007.919284 + Penalty 9074.707295 = -396933.211989
  nChanged 1
		SP:Iteration 12Q (34091.830000 sec): 3 clusters
  Score: Raw -406012.415752 + Penalty 9074.707295 = -396937.708457
  nChanged 0
		SP:Iteration 13F (34091.850000 sec): 3 clusters
  Score: Raw -406012.415752 + Penalty 9074.707295 = -396937.708457
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (11399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34091.930000 sec): 2 clusters
  Score: Raw -2884878.842996 + Penalty 5721.534558 = -2879157.308438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34092.010000 sec): 3 clusters
  Score: Raw -2879575.203525 + Penalty 11443.069116 = -2868132.134409
  nChanged 4354
		SP:Iteration 1F (34092.100000 sec): 3 clusters
  Score: Raw -2882725.714623 + Penalty 11443.069116 = -2871282.645506
  nChanged 1122
		SP:Iteration 2F (34092.190000 sec): 3 clusters
  Score: Raw -2884038.997400 + Penalty 11443.069116 = -2872595.928284
  nChanged 994
		SP:Iteration 3F (34092.270000 sec): 3 clusters
  Score: Raw -2885341.108170 + Penalty 11443.069116 = -2873898.039054
  nChanged 853
		SP:Iteration 4F (34092.360000 sec): 3 clusters
  Score: Raw -2886474.241432 + Penalty 11443.069116 = -2875031.172316
  nChanged 748
		SP:Iteration 5F (34092.450000 sec): 3 clusters
  Score: Raw -2887216.662079 + Penalty 11443.069116 = -2875773.592963
  nChanged 569
		SP:Iteration 6Q (34092.530000 sec): 3 clusters
  Score: Raw -2887680.829739 + Penalty 11443.069116 = -2876237.760623
  nChanged 410
		SP:Iteration 7Q (34092.610000 sec): 3 clusters
  Score: Raw -2887951.069485 + Penalty 11443.069116 = -2876508.000369
  nChanged 294
		SP:Iteration 8Q (34092.690000 sec): 3 clusters
  Score: Raw -2888096.859962 + Penalty 11443.069116 = -2876653.790846
  nChanged 194
		SP:Iteration 9Q (34092.770000 sec): 3 clusters
  Score: Raw -2888195.692341 + Penalty 11443.069116 = -2876752.623225
  nChanged 151
		SP:Iteration 10Q (34092.850000 sec): 3 clusters
  Score: Raw -2888253.991553 + Penalty 11443.069116 = -2876810.922437
  nChanged 99
		SP:Iteration 11Q (34092.930000 sec): 3 clusters
  Score: Raw -2888293.994426 + Penalty 11443.069116 = -2876850.925310
  nChanged 74
		SP:Iteration 12Q (34093.010000 sec): 3 clusters
  Score: Raw -2888316.181690 + Penalty 11443.069116 = -2876873.112574
  nChanged 46
		SP:Iteration 13Q (34093.090000 sec): 3 clusters
  Score: Raw -2888330.072241 + Penalty 11443.069116 = -2876887.003125
  nChanged 39
		SP:Iteration 14Q (34093.170000 sec): 3 clusters
  Score: Raw -2888342.842034 + Penalty 11443.069116 = -2876899.772918
  nChanged 29
		SP:Iteration 15Q (34093.250000 sec): 3 clusters
  Score: Raw -2888350.274901 + Penalty 11443.069116 = -2876907.205785
  nChanged 19
		SP:Iteration 16Q (34093.330000 sec): 3 clusters
  Score: Raw -2888355.118428 + Penalty 11443.069116 = -2876912.049312
  nChanged 11
		SP:Iteration 17Q (34093.410000 sec): 3 clusters
  Score: Raw -2888357.478481 + Penalty 11443.069116 = -2876914.409365
  nChanged 11
		SP:Iteration 18Q (34093.490000 sec): 3 clusters
  Score: Raw -2888360.832577 + Penalty 11443.069116 = -2876917.763460
  nChanged 16
		SP:Iteration 19Q (34093.570000 sec): 3 clusters
  Score: Raw -2888364.962614 + Penalty 11443.069116 = -2876921.893498
  nChanged 12
		SP:Iteration 20F (34093.660000 sec): 3 clusters
  Score: Raw -2888369.358659 + Penalty 11443.069116 = -2876926.289542
  nChanged 10
		SP:Iteration 21Q (34093.740000 sec): 3 clusters
  Score: Raw -2888373.986987 + Penalty 11443.069116 = -2876930.917871
  nChanged 12
		SP:Iteration 22Q (34093.820000 sec): 3 clusters
  Score: Raw -2888378.154410 + Penalty 11443.069116 = -2876935.085294
  nChanged 10
		SP:Iteration 23Q (34093.900000 sec): 3 clusters
  Score: Raw -2888380.819354 + Penalty 11443.069116 = -2876937.750238
  nChanged 5
		SP:Iteration 24Q (34093.980000 sec): 3 clusters
  Score: Raw -2888382.041847 + Penalty 11443.069116 = -2876938.972730
  nChanged 5
		SP:Iteration 25Q (34094.060000 sec): 3 clusters
  Score: Raw -2888383.545099 + Penalty 11443.069116 = -2876940.475982
  nChanged 9
		SP:Iteration 26Q (34094.140000 sec): 3 clusters
  Score: Raw -2888385.904178 + Penalty 11443.069116 = -2876942.835062
  nChanged 5
		SP:Iteration 27Q (34094.220000 sec): 3 clusters
  Score: Raw -2888386.750236 + Penalty 11443.069116 = -2876943.681119
  nChanged 1
		SP:Iteration 28Q (34094.300000 sec): 3 clusters
  Score: Raw -2888387.071709 + Penalty 11443.069116 = -2876944.002593
  nChanged 0
		SP:Iteration 29F (34094.390000 sec): 3 clusters
  Score: Raw -2888387.071709 + Penalty 11443.069116 = -2876944.002593
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (18000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34094.510000 sec): 2 clusters
  Score: Raw -4742824.593812 + Penalty 6001.352810 = -4736823.241002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34094.650000 sec): 3 clusters
  Score: Raw -4733564.086955 + Penalty 12002.705620 = -4721561.381335
  nChanged 7207
		SP:Iteration 1F (34094.780000 sec): 3 clusters
  Score: Raw -4737565.314069 + Penalty 12002.705620 = -4725562.608449
  nChanged 1319
		SP:Iteration 2F (34094.920000 sec): 3 clusters
  Score: Raw -4738679.089714 + Penalty 12002.705620 = -4726676.384094
  nChanged 1308
		SP:Iteration 3F (34095.050000 sec): 3 clusters
  Score: Raw -4740040.601146 + Penalty 12002.705620 = -4728037.895525
  nChanged 1343
		SP:Iteration 4F (34095.190000 sec): 3 clusters
  Score: Raw -4741455.308401 + Penalty 12002.705620 = -4729452.602780
  nChanged 1396
		SP:Iteration 5F (34095.330000 sec): 3 clusters
  Score: Raw -4742782.786407 + Penalty 12002.705620 = -4730780.080787
  nChanged 1280
		SP:Iteration 6F (34095.460000 sec): 3 clusters
  Score: Raw -4743925.526336 + Penalty 12002.705620 = -4731922.820716
  nChanged 1099
		SP:Iteration 7F (34095.600000 sec): 3 clusters
  Score: Raw -4744840.917420 + Penalty 12002.705620 = -4732838.211800
  nChanged 825
		SP:Iteration 8Q (34095.730000 sec): 3 clusters
  Score: Raw -4745463.030856 + Penalty 12002.705620 = -4733460.325236
  nChanged 592
		SP:Iteration 9Q (34095.870000 sec): 3 clusters
  Score: Raw -4745899.586866 + Penalty 12002.705620 = -4733896.881246
  nChanged 487
		SP:Iteration 10Q (34096.000000 sec): 3 clusters
  Score: Raw -4746240.234339 + Penalty 12002.705620 = -4734237.528719
  nChanged 336
		SP:Iteration 11Q (34096.130000 sec): 3 clusters
  Score: Raw -4746470.186722 + Penalty 12002.705620 = -4734467.481102
  nChanged 266
		SP:Iteration 12Q (34096.260000 sec): 3 clusters
  Score: Raw -4746633.207837 + Penalty 12002.705620 = -4734630.502217
  nChanged 214
		SP:Iteration 13Q (34096.390000 sec): 3 clusters
  Score: Raw -4746759.935082 + Penalty 12002.705620 = -4734757.229462
  nChanged 176
		SP:Iteration 14Q (34096.510000 sec): 3 clusters
  Score: Raw -4746871.028604 + Penalty 12002.705620 = -4734868.322984
  nChanged 136
		SP:Iteration 15Q (34096.640000 sec): 3 clusters
  Score: Raw -4746939.187565 + Penalty 12002.705620 = -4734936.481945
  nChanged 95
		SP:Iteration 16Q (34096.760000 sec): 3 clusters
  Score: Raw -4746983.919363 + Penalty 12002.705620 = -4734981.213743
  nChanged 77
		SP:Iteration 17Q (34096.890000 sec): 3 clusters
  Score: Raw -4747010.638079 + Penalty 12002.705620 = -4735007.932459
  nChanged 52
		SP:Iteration 18Q (34097.010000 sec): 3 clusters
  Score: Raw -4747027.065409 + Penalty 12002.705620 = -4735024.359789
  nChanged 39
		SP:Iteration 19Q (34097.130000 sec): 3 clusters
  Score: Raw -4747042.183752 + Penalty 12002.705620 = -4735039.478132
  nChanged 44
		SP:Iteration 20F (34097.260000 sec): 3 clusters
  Score: Raw -4747056.674679 + Penalty 12002.705620 = -4735053.969059
  nChanged 34
		SP:Iteration 21Q (34097.390000 sec): 3 clusters
  Score: Raw -4747065.440992 + Penalty 12002.705620 = -4735062.735372
  nChanged 10
		SP:Iteration 22Q (34097.510000 sec): 3 clusters
  Score: Raw -4747068.084278 + Penalty 12002.705620 = -4735065.378658
  nChanged 9
		SP:Iteration 23Q (34097.630000 sec): 3 clusters
  Score: Raw -4747070.090810 + Penalty 12002.705620 = -4735067.385190
  nChanged 7
		SP:Iteration 24Q (34097.750000 sec): 3 clusters
  Score: Raw -4747071.531353 + Penalty 12002.705620 = -4735068.825733
  nChanged 5
		SP:Iteration 25Q (34097.870000 sec): 3 clusters
  Score: Raw -4747072.562430 + Penalty 12002.705620 = -4735069.856810
  nChanged 6
		SP:Iteration 26Q (34097.990000 sec): 3 clusters
  Score: Raw -4747074.211272 + Penalty 12002.705620 = -4735071.505652
  nChanged 7
		SP:Iteration 27Q (34098.110000 sec): 3 clusters
  Score: Raw -4747076.405160 + Penalty 12002.705620 = -4735073.699540
  nChanged 7
		SP:Iteration 28Q (34098.230000 sec): 3 clusters
  Score: Raw -4747077.754921 + Penalty 12002.705620 = -4735075.049300
  nChanged 3
		SP:Iteration 29Q (34098.350000 sec): 3 clusters
  Score: Raw -4747078.720449 + Penalty 12002.705620 = -4735076.014829
  nChanged 3
		SP:Iteration 30Q (34098.470000 sec): 3 clusters
  Score: Raw -4747079.131126 + Penalty 12002.705620 = -4735076.425506
  nChanged 0
		SP:Iteration 31F (34098.610000 sec): 3 clusters
  Score: Raw -4747079.131126 + Penalty 12002.705620 = -4735076.425506
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34098.760000 sec): 2 clusters
  Score: Raw -6168835.427445 + Penalty 6153.165739 = -6162682.261705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34098.940000 sec): 3 clusters
  Score: Raw -6156510.462157 + Penalty 12306.331479 = -6144204.130678
  nChanged 9493
		SP:Iteration 1F (34099.110000 sec): 3 clusters
  Score: Raw -6161542.399779 + Penalty 12306.331479 = -6149236.068300
  nChanged 1563
		SP:Iteration 2F (34099.290000 sec): 3 clusters
  Score: Raw -6162290.452952 + Penalty 12306.331479 = -6149984.121474
  nChanged 1156
		SP:Iteration 3F (34099.470000 sec): 3 clusters
  Score: Raw -6162800.678912 + Penalty 12306.331479 = -6150494.347434
  nChanged 936
		SP:Iteration 4Q (34099.650000 sec): 3 clusters
  Score: Raw -6163204.420686 + Penalty 12306.331479 = -6150898.089207
  nChanged 814
		SP:Iteration 5Q (34099.830000 sec): 3 clusters
  Score: Raw -6163528.858896 + Penalty 12306.331479 = -6151222.527417
  nChanged 719
		SP:Iteration 6Q (34100.000000 sec): 3 clusters
  Score: Raw -6163800.707685 + Penalty 12306.331479 = -6151494.376206
  nChanged 655
		SP:Iteration 7Q (34100.180000 sec): 3 clusters
  Score: Raw -6164045.065476 + Penalty 12306.331479 = -6151738.733997
  nChanged 624
		SP:Iteration 8Q (34100.360000 sec): 3 clusters
  Score: Raw -6164294.556769 + Penalty 12306.331479 = -6151988.225290
  nChanged 637
		SP:Iteration 9Q (34100.530000 sec): 3 clusters
  Score: Raw -6164552.553755 + Penalty 12306.331479 = -6152246.222276
  nChanged 649
		SP:Iteration 10Q (34100.710000 sec): 3 clusters
  Score: Raw -6164823.038488 + Penalty 12306.331479 = -6152516.707009
  nChanged 676
		SP:Iteration 11Q (34100.890000 sec): 3 clusters
  Score: Raw -6165135.304693 + Penalty 12306.331479 = -6152828.973214
  nChanged 723
		SP:Iteration 12Q (34101.070000 sec): 3 clusters
  Score: Raw -6165493.682371 + Penalty 12306.331479 = -6153187.350892
  nChanged 818
		SP:Iteration 13Q (34101.240000 sec): 3 clusters
  Score: Raw -6165949.165526 + Penalty 12306.331479 = -6153642.834047
  nChanged 852
		SP:Iteration 14Q (34101.420000 sec): 3 clusters
  Score: Raw -6166461.696150 + Penalty 12306.331479 = -6154155.364671
  nChanged 844
		SP:Iteration 15Q (34101.600000 sec): 3 clusters
  Score: Raw -6167000.480123 + Penalty 12306.331479 = -6154694.148644
  nChanged 839
		SP:Iteration 16Q (34101.770000 sec): 3 clusters
  Score: Raw -6167571.797732 + Penalty 12306.331479 = -6155265.466254
  nChanged 745
		SP:Iteration 17Q (34101.950000 sec): 3 clusters
  Score: Raw -6168096.622344 + Penalty 12306.331479 = -6155790.290865
  nChanged 626
		SP:Iteration 18Q (34102.130000 sec): 3 clusters
  Score: Raw -6168541.673295 + Penalty 12306.331479 = -6156235.341816
  nChanged 494
		SP:Iteration 19Q (34102.300000 sec): 3 clusters
  Score: Raw -6168897.918870 + Penalty 12306.331479 = -6156591.587391
  nChanged 361
		SP:Iteration 20F (34102.480000 sec): 3 clusters
  Score: Raw -6169161.926961 + Penalty 12306.331479 = -6156855.595482
  nChanged 281
		SP:Iteration 21Q (34102.650000 sec): 3 clusters
  Score: Raw -6169377.141380 + Penalty 12306.331479 = -6157070.809901
  nChanged 211
		SP:Iteration 22Q (34102.810000 sec): 3 clusters
  Score: Raw -6169534.818099 + Penalty 12306.331479 = -6157228.486620
  nChanged 156
		SP:Iteration 23Q (34102.960000 sec): 3 clusters
  Score: Raw -6169658.678759 + Penalty 12306.331479 = -6157352.347281
  nChanged 126
		SP:Iteration 24Q (34103.120000 sec): 3 clusters
  Score: Raw -6169756.051890 + Penalty 12306.331479 = -6157449.720411
  nChanged 85
		SP:Iteration 25Q (34103.270000 sec): 3 clusters
  Score: Raw -6169825.398359 + Penalty 12306.331479 = -6157519.066880
  nChanged 67
		SP:Iteration 26Q (34103.410000 sec): 3 clusters
  Score: Raw -6169881.368342 + Penalty 12306.331479 = -6157575.036863
  nChanged 52
		SP:Iteration 27Q (34103.560000 sec): 3 clusters
  Score: Raw -6169921.213274 + Penalty 12306.331479 = -6157614.881795
  nChanged 33
		SP:Iteration 28Q (34103.710000 sec): 3 clusters
  Score: Raw -6169950.171800 + Penalty 12306.331479 = -6157643.840321
  nChanged 30
		SP:Iteration 29Q (34103.850000 sec): 3 clusters
  Score: Raw -6169972.151091 + Penalty 12306.331479 = -6157665.819612
  nChanged 24
		SP:Iteration 30Q (34103.990000 sec): 3 clusters
  Score: Raw -6169988.057337 + Penalty 12306.331479 = -6157681.725858
  nChanged 15
		SP:Iteration 31Q (34104.130000 sec): 3 clusters
  Score: Raw -6169995.760162 + Penalty 12306.331479 = -6157689.428683
  nChanged 8
		SP:Iteration 32Q (34104.280000 sec): 3 clusters
  Score: Raw -6170000.202764 + Penalty 12306.331479 = -6157693.871286
  nChanged 3
		SP:Iteration 33Q (34104.420000 sec): 3 clusters
  Score: Raw -6170001.603884 + Penalty 12306.331479 = -6157695.272405
  nChanged 1
		SP:Iteration 34Q (34104.560000 sec): 3 clusters
  Score: Raw -6170002.485346 + Penalty 12306.331479 = -6157696.153867
  nChanged 4
		SP:Iteration 35Q (34104.700000 sec): 3 clusters
  Score: Raw -6170004.848018 + Penalty 12306.331479 = -6157698.516539
  nChanged 3
		SP:Iteration 36Q (34104.840000 sec): 3 clusters
  Score: Raw -6170007.039065 + Penalty 12306.331479 = -6157700.707586
  nChanged 2
		SP:Iteration 37Q (34104.980000 sec): 3 clusters
  Score: Raw -6170008.042070 + Penalty 12306.331479 = -6157701.710591
  nChanged 1
		SP:Iteration 38Q (34105.130000 sec): 3 clusters
  Score: Raw -6170008.481852 + Penalty 12306.331479 = -6157702.150373
  nChanged 1
		SP:Iteration 39Q (34105.270000 sec): 3 clusters
  Score: Raw -6170009.438631 + Penalty 12306.331479 = -6157703.107152
  nChanged 1
		SP:Iteration 40F (34105.440000 sec): 3 clusters
  Score: Raw -6170009.654956 + Penalty 12306.331479 = -6157703.323477
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34105.580000 sec): 2 clusters
  Score: Raw -5270938.208640 + Penalty 6073.373920 = -5264864.834720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34105.740000 sec): 3 clusters
  Score: Raw -5260442.539356 + Penalty 12146.747840 = -5248295.791517
  nChanged 8254
		SP:Iteration 1F (34105.890000 sec): 3 clusters
  Score: Raw -5265037.896041 + Penalty 12146.747840 = -5252891.148201
  nChanged 1408
		SP:Iteration 2F (34106.040000 sec): 3 clusters
  Score: Raw -5265752.052306 + Penalty 12146.747840 = -5253605.304467
  nChanged 1049
		SP:Iteration 3F (34106.200000 sec): 3 clusters
  Score: Raw -5266222.504710 + Penalty 12146.747840 = -5254075.756870
  nChanged 828
		SP:Iteration 4Q (34106.360000 sec): 3 clusters
  Score: Raw -5266591.331074 + Penalty 12146.747840 = -5254444.583235
  nChanged 707
		SP:Iteration 5Q (34106.510000 sec): 3 clusters
  Score: Raw -5266875.628026 + Penalty 12146.747840 = -5254728.880187
  nChanged 622
		SP:Iteration 6Q (34106.670000 sec): 3 clusters
  Score: Raw -5267123.176366 + Penalty 12146.747840 = -5254976.428526
  nChanged 565
		SP:Iteration 7Q (34106.820000 sec): 3 clusters
  Score: Raw -5267354.768902 + Penalty 12146.747840 = -5255208.021062
  nChanged 568
		SP:Iteration 8Q (34106.980000 sec): 3 clusters
  Score: Raw -5267584.962042 + Penalty 12146.747840 = -5255438.214202
  nChanged 544
		SP:Iteration 9Q (34107.130000 sec): 3 clusters
  Score: Raw -5267803.254283 + Penalty 12146.747840 = -5255656.506443
  nChanged 515
		SP:Iteration 10Q (34107.280000 sec): 3 clusters
  Score: Raw -5268025.580392 + Penalty 12146.747840 = -5255878.832552
  nChanged 567
		SP:Iteration 11Q (34107.440000 sec): 3 clusters
  Score: Raw -5268296.550950 + Penalty 12146.747840 = -5256149.803111
  nChanged 615
		SP:Iteration 12Q (34107.600000 sec): 3 clusters
  Score: Raw -5268598.368286 + Penalty 12146.747840 = -5256451.620447
  nChanged 599
		SP:Iteration 13Q (34107.750000 sec): 3 clusters
  Score: Raw -5268907.909736 + Penalty 12146.747840 = -5256761.161897
  nChanged 631
		SP:Iteration 14Q (34107.900000 sec): 3 clusters
  Score: Raw -5269271.890722 + Penalty 12146.747840 = -5257125.142883
  nChanged 682
		SP:Iteration 15Q (34108.060000 sec): 3 clusters
  Score: Raw -5269708.729067 + Penalty 12146.747840 = -5257561.981227
  nChanged 673
		SP:Iteration 16Q (34108.210000 sec): 3 clusters
  Score: Raw -5270153.565110 + Penalty 12146.747840 = -5258006.817270
  nChanged 627
		SP:Iteration 17Q (34108.360000 sec): 3 clusters
  Score: Raw -5270577.783231 + Penalty 12146.747840 = -5258431.035391
  nChanged 554
		SP:Iteration 18Q (34108.520000 sec): 3 clusters
  Score: Raw -5270972.881751 + Penalty 12146.747840 = -5258826.133912
  nChanged 461
		SP:Iteration 19Q (34108.670000 sec): 3 clusters
  Score: Raw -5271318.616475 + Penalty 12146.747840 = -5259171.868635
  nChanged 377
		SP:Iteration 20F (34108.820000 sec): 3 clusters
  Score: Raw -5271605.813600 + Penalty 12146.747840 = -5259459.065760
  nChanged 287
		SP:Iteration 21Q (34108.970000 sec): 3 clusters
  Score: Raw -5271834.942481 + Penalty 12146.747840 = -5259688.194641
  nChanged 201
		SP:Iteration 22Q (34109.120000 sec): 3 clusters
  Score: Raw -5271994.247448 + Penalty 12146.747840 = -5259847.499608
  nChanged 144
		SP:Iteration 23Q (34109.260000 sec): 3 clusters
  Score: Raw -5272108.174121 + Penalty 12146.747840 = -5259961.426282
  nChanged 134
		SP:Iteration 24Q (34109.410000 sec): 3 clusters
  Score: Raw -5272207.866272 + Penalty 12146.747840 = -5260061.118433
  nChanged 100
		SP:Iteration 25Q (34109.550000 sec): 3 clusters
  Score: Raw -5272276.842359 + Penalty 12146.747840 = -5260130.094519
  nChanged 80
		SP:Iteration 26Q (34109.690000 sec): 3 clusters
  Score: Raw -5272339.353388 + Penalty 12146.747840 = -5260192.605548
  nChanged 80
		SP:Iteration 27Q (34109.830000 sec): 3 clusters
  Score: Raw -5272403.375083 + Penalty 12146.747840 = -5260256.627243
  nChanged 60
		SP:Iteration 28Q (34109.970000 sec): 3 clusters
  Score: Raw -5272447.844681 + Penalty 12146.747840 = -5260301.096842
  nChanged 50
		SP:Iteration 29Q (34110.110000 sec): 3 clusters
  Score: Raw -5272483.959449 + Penalty 12146.747840 = -5260337.211609
  nChanged 28
		SP:Iteration 30Q (34110.250000 sec): 3 clusters
  Score: Raw -5272501.204462 + Penalty 12146.747840 = -5260354.456622
  nChanged 25
		SP:Iteration 31Q (34110.380000 sec): 3 clusters
  Score: Raw -5272517.484503 + Penalty 12146.747840 = -5260370.736664
  nChanged 15
		SP:Iteration 32Q (34110.520000 sec): 3 clusters
  Score: Raw -5272525.566421 + Penalty 12146.747840 = -5260378.818581
  nChanged 14
		SP:Iteration 33Q (34110.660000 sec): 3 clusters
  Score: Raw -5272534.212879 + Penalty 12146.747840 = -5260387.465039
  nChanged 16
		SP:Iteration 34Q (34110.790000 sec): 3 clusters
  Score: Raw -5272546.834360 + Penalty 12146.747840 = -5260400.086521
  nChanged 19
		SP:Iteration 35Q (34110.930000 sec): 3 clusters
  Score: Raw -5272562.488187 + Penalty 12146.747840 = -5260415.740347
  nChanged 14
		SP:Iteration 36Q (34111.060000 sec): 3 clusters
  Score: Raw -5272573.464176 + Penalty 12146.747840 = -5260426.716336
  nChanged 17
		SP:Iteration 37Q (34111.200000 sec): 3 clusters
  Score: Raw -5272583.866800 + Penalty 12146.747840 = -5260437.118960
  nChanged 11
		SP:Iteration 38Q (34111.330000 sec): 3 clusters
  Score: Raw -5272590.040428 + Penalty 12146.747840 = -5260443.292588
  nChanged 5
		SP:Iteration 39Q (34111.460000 sec): 3 clusters
  Score: Raw -5272593.459447 + Penalty 12146.747840 = -5260446.711608
  nChanged 2
		SP:Iteration 40F (34111.620000 sec): 3 clusters
  Score: Raw -5272594.764145 + Penalty 12146.747840 = -5260448.016306
  nChanged 5
		SP:Iteration 41Q (34111.760000 sec): 3 clusters
  Score: Raw -5272599.927945 + Penalty 12146.747840 = -5260453.180105
  nChanged 6
		SP:Iteration 42Q (34111.890000 sec): 3 clusters
  Score: Raw -5272603.332175 + Penalty 12146.747840 = -5260456.584335
  nChanged 4
		SP:Iteration 43Q (34112.020000 sec): 3 clusters
  Score: Raw -5272605.561785 + Penalty 12146.747840 = -5260458.813946
  nChanged 4
		SP:Iteration 44Q (34112.160000 sec): 3 clusters
  Score: Raw -5272608.583960 + Penalty 12146.747840 = -5260461.836120
  nChanged 4
		SP:Iteration 45Q (34112.300000 sec): 3 clusters
  Score: Raw -5272610.727880 + Penalty 12146.747840 = -5260463.980040
  nChanged 5
		SP:Iteration 46Q (34112.430000 sec): 3 clusters
  Score: Raw -5272613.361136 + Penalty 12146.747840 = -5260466.613296
  nChanged 4
		SP:Iteration 47Q (34112.560000 sec): 3 clusters
  Score: Raw -5272615.913627 + Penalty 12146.747840 = -5260469.165787
  nChanged 5
		SP:Iteration 48Q (34112.700000 sec): 3 clusters
  Score: Raw -5272618.491636 + Penalty 12146.747840 = -5260471.743797
  nChanged 1
		SP:Iteration 49Q (34112.840000 sec): 3 clusters
  Score: Raw -5272618.966979 + Penalty 12146.747840 = -5260472.219139
  nChanged 0
		SP:Iteration 50F (34112.990000 sec): 3 clusters
  Score: Raw -5272618.966979 + Penalty 12146.747840 = -5260472.219139
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34113.010000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34113.010000 sec): 3 clusters
  Score: Raw -66796.116718 + Penalty 6825.888689 = -59970.228029
  nChanged 6
		SP:Iteration 1Q (34113.010000 sec): 3 clusters
  Score: Raw -66841.709787 + Penalty 6825.888689 = -60015.821098
  nChanged 1
		SP:Iteration 2Q (34113.020000 sec): 3 clusters
  Score: Raw -66848.429198 + Penalty 6825.888689 = -60022.540508
  nChanged 0
		SP:Iteration 3F (34113.020000 sec): 3 clusters
  Score: Raw -66848.429198 + Penalty 6825.888689 = -60022.540508
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (22616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34113.180000 sec): 2 clusters
  Score: Raw -5990520.578399 + Penalty 6141.177901 = -5984379.400498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34113.350000 sec): 3 clusters
  Score: Raw -5978594.188993 + Penalty 12282.355802 = -5966311.833191
  nChanged 9224
		SP:Iteration 1F (34113.520000 sec): 3 clusters
  Score: Raw -5983509.748970 + Penalty 12282.355802 = -5971227.393169
  nChanged 1487
		SP:Iteration 2F (34113.690000 sec): 3 clusters
  Score: Raw -5984264.484621 + Penalty 12282.355802 = -5971982.128819
  nChanged 1197
		SP:Iteration 3F (34113.860000 sec): 3 clusters
  Score: Raw -5984860.643862 + Penalty 12282.355802 = -5972578.288060
  nChanged 1022
		SP:Iteration 4Q (34114.040000 sec): 3 clusters
  Score: Raw -5985399.941817 + Penalty 12282.355802 = -5973117.586015
  nChanged 898
		SP:Iteration 5Q (34114.210000 sec): 3 clusters
  Score: Raw -5985857.390438 + Penalty 12282.355802 = -5973575.034636
  nChanged 794
		SP:Iteration 6Q (34114.380000 sec): 3 clusters
  Score: Raw -5986275.529328 + Penalty 12282.355802 = -5973993.173526
  nChanged 813
		SP:Iteration 7Q (34114.550000 sec): 3 clusters
  Score: Raw -5986716.466218 + Penalty 12282.355802 = -5974434.110416
  nChanged 850
		SP:Iteration 8Q (34114.720000 sec): 3 clusters
  Score: Raw -5987221.993048 + Penalty 12282.355802 = -5974939.637247
  nChanged 954
		SP:Iteration 9Q (34114.900000 sec): 3 clusters
  Score: Raw -5987850.274135 + Penalty 12282.355802 = -5975567.918333
  nChanged 1055
		SP:Iteration 10Q (34115.070000 sec): 3 clusters
  Score: Raw -5988669.101512 + Penalty 12282.355802 = -5976386.745711
  nChanged 1114
		SP:Iteration 11Q (34115.240000 sec): 3 clusters
  Score: Raw -5989614.347639 + Penalty 12282.355802 = -5977331.991838
  nChanged 1155
		SP:Iteration 12F (34115.410000 sec): 3 clusters
  Score: Raw -5990696.032914 + Penalty 12282.355802 = -5978413.677112
  nChanged 1128
		SP:Iteration 13Q (34115.580000 sec): 3 clusters
  Score: Raw -5991850.646435 + Penalty 12282.355802 = -5979568.290633
  nChanged 1024
		SP:Iteration 14Q (34115.740000 sec): 3 clusters
  Score: Raw -5992939.226654 + Penalty 12282.355802 = -5980656.870852
  nChanged 796
		SP:Iteration 15Q (34115.900000 sec): 3 clusters
  Score: Raw -5993716.623855 + Penalty 12282.355802 = -5981434.268053
  nChanged 504
		SP:Iteration 16Q (34116.060000 sec): 3 clusters
  Score: Raw -5994118.841129 + Penalty 12282.355802 = -5981836.485327
  nChanged 343
		SP:Iteration 17Q (34116.200000 sec): 3 clusters
  Score: Raw -5994312.804772 + Penalty 12282.355802 = -5982030.448971
  nChanged 216
		SP:Iteration 18Q (34116.350000 sec): 3 clusters
  Score: Raw -5994405.921244 + Penalty 12282.355802 = -5982123.565442
  nChanged 131
		SP:Iteration 19Q (34116.500000 sec): 3 clusters
  Score: Raw -5994446.278968 + Penalty 12282.355802 = -5982163.923167
  nChanged 73
		SP:Iteration 20F (34116.670000 sec): 3 clusters
  Score: Raw -5994463.757959 + Penalty 12282.355802 = -5982181.402157
  nChanged 47
		SP:Iteration 21Q (34116.820000 sec): 3 clusters
  Score: Raw -5994476.405376 + Penalty 12282.355802 = -5982194.049574
  nChanged 44
		SP:Iteration 22Q (34116.960000 sec): 3 clusters
  Score: Raw -5994486.854186 + Penalty 12282.355802 = -5982204.498384
  nChanged 26
		SP:Iteration 23Q (34117.110000 sec): 3 clusters
  Score: Raw -5994491.247600 + Penalty 12282.355802 = -5982208.891798
  nChanged 9
		SP:Iteration 24Q (34117.260000 sec): 3 clusters
  Score: Raw -5994492.431613 + Penalty 12282.355802 = -5982210.075811
  nChanged 7
		SP:Iteration 25Q (34117.400000 sec): 3 clusters
  Score: Raw -5994493.652591 + Penalty 12282.355802 = -5982211.296790
  nChanged 4
		SP:Iteration 26Q (34117.550000 sec): 3 clusters
  Score: Raw -5994493.987289 + Penalty 12282.355802 = -5982211.631487
  nChanged 1
		SP:Iteration 27Q (34117.700000 sec): 3 clusters
  Score: Raw -5994494.263300 + Penalty 12282.355802 = -5982211.907498
  nChanged 4
		SP:Iteration 28Q (34117.840000 sec): 3 clusters
  Score: Raw -5994495.174938 + Penalty 12282.355802 = -5982212.819137
  nChanged 5
		SP:Iteration 29Q (34117.990000 sec): 3 clusters
  Score: Raw -5994495.876109 + Penalty 12282.355802 = -5982213.520307
  nChanged 5
		SP:Iteration 30Q (34118.130000 sec): 3 clusters
  Score: Raw -5994496.741082 + Penalty 12282.355802 = -5982214.385281
  nChanged 5
		SP:Iteration 31Q (34118.280000 sec): 3 clusters
  Score: Raw -5994497.694503 + Penalty 12282.355802 = -5982215.338701
  nChanged 6
		SP:Iteration 32Q (34118.420000 sec): 3 clusters
  Score: Raw -5994498.653497 + Penalty 12282.355802 = -5982216.297695
  nChanged 6
		SP:Iteration 33Q (34118.570000 sec): 3 clusters
  Score: Raw -5994499.622392 + Penalty 12282.355802 = -5982217.266590
  nChanged 6
		SP:Iteration 34Q (34118.720000 sec): 3 clusters
  Score: Raw -5994500.863070 + Penalty 12282.355802 = -5982218.507268
  nChanged 3
		SP:Iteration 35Q (34118.860000 sec): 3 clusters
  Score: Raw -5994501.477585 + Penalty 12282.355802 = -5982219.121783
  nChanged 1
		SP:Iteration 36Q (34119.010000 sec): 3 clusters
  Score: Raw -5994501.780427 + Penalty 12282.355802 = -5982219.424625
  nChanged 2
		SP:Iteration 37Q (34119.150000 sec): 3 clusters
  Score: Raw -5994502.284565 + Penalty 12282.355802 = -5982219.928763
  nChanged 3
		SP:Iteration 38Q (34119.300000 sec): 3 clusters
  Score: Raw -5994502.772852 + Penalty 12282.355802 = -5982220.417050
  nChanged 4
		SP:Iteration 39Q (34119.440000 sec): 3 clusters
  Score: Raw -5994503.672176 + Penalty 12282.355802 = -5982221.316375
  nChanged 1
		SP:Iteration 40F (34119.620000 sec): 3 clusters
  Score: Raw -5994503.787766 + Penalty 12282.355802 = -5982221.431964
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (422426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34122.470000 sec): 2 clusters
  Score: Raw -111951944.904497 + Penalty 7934.183857 = -111944010.720640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34125.740000 sec): 3 clusters
  Score: Raw -111676050.146388 + Penalty 15868.367714 = -111660181.778674
  nChanged 202491
		SP:Iteration 1F (34129.000000 sec): 3 clusters
  Score: Raw -111793779.265191 + Penalty 15868.367714 = -111777910.897476
  nChanged 10305
		SP:Iteration 2Q (34132.280000 sec): 3 clusters
  Score: Raw -111795567.334133 + Penalty 15868.367714 = -111779698.966419
  nChanged 10836
		SP:Iteration 3Q (34135.560000 sec): 3 clusters
  Score: Raw -111797648.009643 + Penalty 15868.367714 = -111781779.641929
  nChanged 11884
		SP:Iteration 4Q (34138.850000 sec): 3 clusters
  Score: Raw -111800355.533662 + Penalty 15868.367714 = -111784487.165948
  nChanged 13818
		SP:Iteration 5Q (34142.130000 sec): 3 clusters
  Score: Raw -111804331.159302 + Penalty 15868.367714 = -111788462.791588
  nChanged 17471
		SP:Iteration 6Q (34145.410000 sec): 3 clusters
  Score: Raw -111811034.972405 + Penalty 15868.367714 = -111795166.604691
  nChanged 23040
		SP:Iteration 7F (34148.660000 sec): 3 clusters
  Score: Raw -111823052.430999 + Penalty 15868.367714 = -111807184.063285
  nChanged 30220
		SP:Iteration 8F (34151.930000 sec): 3 clusters
  Score: Raw -111843868.185483 + Penalty 15868.367714 = -111827999.817769
  nChanged 36270
		SP:Iteration 9F (34155.200000 sec): 3 clusters
  Score: Raw -111875046.232456 + Penalty 15868.367714 = -111859177.864742
  nChanged 35642
		SP:Iteration 10F (34158.460000 sec): 3 clusters
  Score: Raw -111909637.254264 + Penalty 15868.367714 = -111893768.886550
  nChanged 25753
		SP:Iteration 11F (34161.730000 sec): 3 clusters
  Score: Raw -111934947.665886 + Penalty 15868.367714 = -111919079.298172
  nChanged 12655
		SP:Iteration 12Q (34164.800000 sec): 3 clusters
  Score: Raw -111946670.471745 + Penalty 15868.367714 = -111930802.104031
  nChanged 4584
		SP:Iteration 13Q (34167.520000 sec): 3 clusters
  Score: Raw -111950649.728312 + Penalty 15868.367714 = -111934781.360598
  nChanged 1368
		SP:Iteration 14Q (34169.930000 sec): 3 clusters
  Score: Raw -111951873.711478 + Penalty 15868.367714 = -111936005.343764
  nChanged 425
		SP:Iteration 15Q (34172.210000 sec): 3 clusters
  Score: Raw -111952300.287805 + Penalty 15868.367714 = -111936431.920091
  nChanged 161
		SP:Iteration 16Q (34174.440000 sec): 3 clusters
  Score: Raw -111952493.174861 + Penalty 15868.367714 = -111936624.807147
  nChanged 111
		SP:Iteration 17Q (34176.650000 sec): 3 clusters
  Score: Raw -111952617.492270 + Penalty 15868.367714 = -111936749.124556
  nChanged 69
		SP:Iteration 18Q (34178.850000 sec): 3 clusters
  Score: Raw -111952688.806403 + Penalty 15868.367714 = -111936820.438689
  nChanged 32
		SP:Iteration 19Q (34181.030000 sec): 3 clusters
  Score: Raw -111952724.926999 + Penalty 15868.367714 = -111936856.559285
  nChanged 26
		SP:Iteration 20F (34184.260000 sec): 3 clusters
  Score: Raw -111952759.760085 + Penalty 15868.367714 = -111936891.392371
  nChanged 25
		SP:Iteration 21Q (34186.450000 sec): 3 clusters
  Score: Raw -111952792.092377 + Penalty 15868.367714 = -111936923.724663
  nChanged 20
		SP:Iteration 22Q (34188.630000 sec): 3 clusters
  Score: Raw -111952821.376167 + Penalty 15868.367714 = -111936953.008453
  nChanged 24
		SP:Iteration 23Q (34190.820000 sec): 3 clusters
  Score: Raw -111952850.116601 + Penalty 15868.367714 = -111936981.748887
  nChanged 18
		SP:Iteration 24Q (34192.990000 sec): 3 clusters
  Score: Raw -111952870.007244 + Penalty 15868.367714 = -111937001.639530
  nChanged 5
		SP:Iteration 25Q (34195.170000 sec): 3 clusters
  Score: Raw -111952876.279346 + Penalty 15868.367714 = -111937007.911632
  nChanged 6
		SP:Iteration 26Q (34197.350000 sec): 3 clusters
  Score: Raw -111952884.986426 + Penalty 15868.367714 = -111937016.618712
  nChanged 8
		SP:Iteration 27Q (34199.520000 sec): 3 clusters
  Score: Raw -111952892.346261 + Penalty 15868.367714 = -111937023.978547
  nChanged 3
		SP:Iteration 28Q (34201.700000 sec): 3 clusters
  Score: Raw -111952895.108322 + Penalty 15868.367714 = -111937026.740608
  nChanged 5
		SP:Iteration 29Q (34203.870000 sec): 3 clusters
  Score: Raw -111952900.997764 + Penalty 15868.367714 = -111937032.630050
  nChanged 2
		SP:Iteration 30Q (34206.040000 sec): 3 clusters
  Score: Raw -111952903.597934 + Penalty 15868.367714 = -111937035.230220
  nChanged 2
		SP:Iteration 31Q (34208.210000 sec): 3 clusters
  Score: Raw -111952906.130964 + Penalty 15868.367714 = -111937037.763250
  nChanged 2
		SP:Iteration 32Q (34210.380000 sec): 3 clusters
  Score: Raw -111952909.429905 + Penalty 15868.367714 = -111937041.062191
  nChanged 0
		SP:Iteration 33F (34213.620000 sec): 3 clusters
  Score: Raw -111952909.429905 + Penalty 15868.367714 = -111937041.062191
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34214.250000 sec): 2 clusters
  Score: Raw -16168668.620057 + Penalty 6747.140583 = -16161921.479474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34214.710000 sec): 3 clusters
  Score: Raw -16132735.534135 + Penalty 13494.281165 = -16119241.252970
  nChanged 27058
		SP:Iteration 1F (34215.170000 sec): 3 clusters
  Score: Raw -16147324.745311 + Penalty 13494.281165 = -16133830.464145
  nChanged 2908
		SP:Iteration 2Q (34215.640000 sec): 3 clusters
  Score: Raw -16148292.826481 + Penalty 13494.281165 = -16134798.545315
  nChanged 2538
		SP:Iteration 3Q (34216.100000 sec): 3 clusters
  Score: Raw -16149073.261729 + Penalty 13494.281165 = -16135578.980563
  nChanged 2241
		SP:Iteration 4Q (34216.570000 sec): 3 clusters
  Score: Raw -16149722.179735 + Penalty 13494.281165 = -16136227.898570
  nChanged 2060
		SP:Iteration 5Q (34217.030000 sec): 3 clusters
  Score: Raw -16150359.910236 + Penalty 13494.281165 = -16136865.629071
  nChanged 2006
		SP:Iteration 6Q (34217.500000 sec): 3 clusters
  Score: Raw -16151081.886934 + Penalty 13494.281165 = -16137587.605769
  nChanged 2237
		SP:Iteration 7Q (34217.960000 sec): 3 clusters
  Score: Raw -16151999.851056 + Penalty 13494.281165 = -16138505.569891
  nChanged 2594
		SP:Iteration 8Q (34218.430000 sec): 3 clusters
  Score: Raw -16153161.684919 + Penalty 13494.281165 = -16139667.403753
  nChanged 2857
		SP:Iteration 9Q (34218.890000 sec): 3 clusters
  Score: Raw -16154630.200351 + Penalty 13494.281165 = -16141135.919186
  nChanged 3125
		SP:Iteration 10F (34219.350000 sec): 3 clusters
  Score: Raw -16156367.079208 + Penalty 13494.281165 = -16142872.798042
  nChanged 3344
		SP:Iteration 11F (34219.810000 sec): 3 clusters
  Score: Raw -16158308.498010 + Penalty 13494.281165 = -16144814.216844
  nChanged 3141
		SP:Iteration 12F (34220.270000 sec): 3 clusters
  Score: Raw -16160187.784548 + Penalty 13494.281165 = -16146693.503383
  nChanged 2862
		SP:Iteration 13Q (34220.730000 sec): 3 clusters
  Score: Raw -16162060.661630 + Penalty 13494.281165 = -16148566.380465
  nChanged 2455
		SP:Iteration 14Q (34221.200000 sec): 3 clusters
  Score: Raw -16163761.460999 + Penalty 13494.281165 = -16150267.179834
  nChanged 2006
		SP:Iteration 15Q (34221.660000 sec): 3 clusters
  Score: Raw -16165212.959664 + Penalty 13494.281165 = -16151718.678499
  nChanged 1561
		SP:Iteration 16Q (34222.110000 sec): 3 clusters
  Score: Raw -16166354.964164 + Penalty 13494.281165 = -16152860.682999
  nChanged 1244
		SP:Iteration 17Q (34222.540000 sec): 3 clusters
  Score: Raw -16167224.322709 + Penalty 13494.281165 = -16153730.041544
  nChanged 1021
		SP:Iteration 18Q (34222.960000 sec): 3 clusters
  Score: Raw -16167854.693463 + Penalty 13494.281165 = -16154360.412297
  nChanged 788
		SP:Iteration 19Q (34223.360000 sec): 3 clusters
  Score: Raw -16168278.679927 + Penalty 13494.281165 = -16154784.398762
  nChanged 615
		SP:Iteration 20F (34223.820000 sec): 3 clusters
  Score: Raw -16168604.929766 + Penalty 13494.281165 = -16155110.648600
  nChanged 519
		SP:Iteration 21Q (34224.200000 sec): 3 clusters
  Score: Raw -16168871.215911 + Penalty 13494.281165 = -16155376.934746
  nChanged 457
		SP:Iteration 22Q (34224.580000 sec): 3 clusters
  Score: Raw -16169083.973249 + Penalty 13494.281165 = -16155589.692083
  nChanged 395
		SP:Iteration 23Q (34224.950000 sec): 3 clusters
  Score: Raw -16169262.453694 + Penalty 13494.281165 = -16155768.172529
  nChanged 321
		SP:Iteration 24Q (34225.320000 sec): 3 clusters
  Score: Raw -16169400.271958 + Penalty 13494.281165 = -16155905.990793
  nChanged 253
		SP:Iteration 25Q (34225.680000 sec): 3 clusters
  Score: Raw -16169499.431201 + Penalty 13494.281165 = -16156005.150036
  nChanged 224
		SP:Iteration 26Q (34226.040000 sec): 3 clusters
  Score: Raw -16169584.658756 + Penalty 13494.281165 = -16156090.377590
  nChanged 208
		SP:Iteration 27Q (34226.400000 sec): 3 clusters
  Score: Raw -16169660.308886 + Penalty 13494.281165 = -16156166.027721
  nChanged 186
		SP:Iteration 28Q (34226.760000 sec): 3 clusters
  Score: Raw -16169733.543941 + Penalty 13494.281165 = -16156239.262776
  nChanged 166
		SP:Iteration 29Q (34227.120000 sec): 3 clusters
  Score: Raw -16169797.268737 + Penalty 13494.281165 = -16156302.987571
  nChanged 127
		SP:Iteration 30Q (34227.470000 sec): 3 clusters
  Score: Raw -16169841.472066 + Penalty 13494.281165 = -16156347.190901
  nChanged 99
		SP:Iteration 31Q (34227.820000 sec): 3 clusters
  Score: Raw -16169876.741452 + Penalty 13494.281165 = -16156382.460286
  nChanged 103
		SP:Iteration 32Q (34228.180000 sec): 3 clusters
  Score: Raw -16169910.230272 + Penalty 13494.281165 = -16156415.949106
  nChanged 84
		SP:Iteration 33Q (34228.530000 sec): 3 clusters
  Score: Raw -16169936.319928 + Penalty 13494.281165 = -16156442.038762
  nChanged 81
		SP:Iteration 34Q (34228.880000 sec): 3 clusters
  Score: Raw -16169958.312975 + Penalty 13494.281165 = -16156464.031810
  nChanged 61
		SP:Iteration 35Q (34229.230000 sec): 3 clusters
  Score: Raw -16169979.784776 + Penalty 13494.281165 = -16156485.503611
  nChanged 64
		SP:Iteration 36Q (34229.580000 sec): 3 clusters
  Score: Raw -16170000.230536 + Penalty 13494.281165 = -16156505.949370
  nChanged 62
		SP:Iteration 37Q (34229.930000 sec): 3 clusters
  Score: Raw -16170018.288445 + Penalty 13494.281165 = -16156524.007280
  nChanged 56
		SP:Iteration 38Q (34230.280000 sec): 3 clusters
  Score: Raw -16170036.608698 + Penalty 13494.281165 = -16156542.327532
  nChanged 53
		SP:Iteration 39Q (34230.630000 sec): 3 clusters
  Score: Raw -16170056.620919 + Penalty 13494.281165 = -16156562.339753
  nChanged 66
		SP:Iteration 40F (34231.090000 sec): 3 clusters
  Score: Raw -16170077.198647 + Penalty 13494.281165 = -16156582.917481
  nChanged 50
		SP:Iteration 41Q (34231.440000 sec): 3 clusters
  Score: Raw -16170092.670236 + Penalty 13494.281165 = -16156598.389070
  nChanged 41
		SP:Iteration 42Q (34231.790000 sec): 3 clusters
  Score: Raw -16170104.937015 + Penalty 13494.281165 = -16156610.655849
  nChanged 39
		SP:Iteration 43Q (34232.140000 sec): 3 clusters
  Score: Raw -16170117.258474 + Penalty 13494.281165 = -16156622.977309
  nChanged 43
		SP:Iteration 44Q (34232.480000 sec): 3 clusters
  Score: Raw -16170129.739099 + Penalty 13494.281165 = -16156635.457934
  nChanged 30
		SP:Iteration 45Q (34232.830000 sec): 3 clusters
  Score: Raw -16170139.053880 + Penalty 13494.281165 = -16156644.772714
  nChanged 35
		SP:Iteration 46Q (34233.170000 sec): 3 clusters
  Score: Raw -16170149.616763 + Penalty 13494.281165 = -16156655.335597
  nChanged 23
		SP:Iteration 47Q (34233.520000 sec): 3 clusters
  Score: Raw -16170156.162648 + Penalty 13494.281165 = -16156661.881483
  nChanged 23
		SP:Iteration 48Q (34233.870000 sec): 3 clusters
  Score: Raw -16170163.477118 + Penalty 13494.281165 = -16156669.195952
  nChanged 26
		SP:Iteration 49Q (34234.210000 sec): 3 clusters
  Score: Raw -16170171.957056 + Penalty 13494.281165 = -16156677.675891
  nChanged 28
		SP:Iteration 50Q (34234.550000 sec): 3 clusters
  Score: Raw -16170180.776756 + Penalty 13494.281165 = -16156686.495590
  nChanged 17
		SP:Iteration 51Q (34234.900000 sec): 3 clusters
  Score: Raw -16170186.301358 + Penalty 13494.281165 = -16156692.020192
  nChanged 16
		SP:Iteration 52Q (34235.240000 sec): 3 clusters
  Score: Raw -16170190.894589 + Penalty 13494.281165 = -16156696.613424
  nChanged 12
		SP:Iteration 53Q (34235.590000 sec): 3 clusters
  Score: Raw -16170194.311581 + Penalty 13494.281165 = -16156700.030416
  nChanged 8
		SP:Iteration 54Q (34235.930000 sec): 3 clusters
  Score: Raw -16170196.538688 + Penalty 13494.281165 = -16156702.257523
  nChanged 6
		SP:Iteration 55Q (34236.270000 sec): 3 clusters
  Score: Raw -16170199.664705 + Penalty 13494.281165 = -16156705.383540
  nChanged 10
		SP:Iteration 56Q (34236.610000 sec): 3 clusters
  Score: Raw -16170202.876462 + Penalty 13494.281165 = -16156708.595297
  nChanged 6
		SP:Iteration 57Q (34236.960000 sec): 3 clusters
  Score: Raw -16170204.456601 + Penalty 13494.281165 = -16156710.175436
  nChanged 3
		SP:Iteration 58Q (34237.300000 sec): 3 clusters
  Score: Raw -16170205.206023 + Penalty 13494.281165 = -16156710.924858
  nChanged 2
		SP:Iteration 59Q (34237.650000 sec): 3 clusters
  Score: Raw -16170205.844442 + Penalty 13494.281165 = -16156711.563276
  nChanged 1
		SP:Iteration 60F (34238.110000 sec): 3 clusters
  Score: Raw -16170206.258446 + Penalty 13494.281165 = -16156711.977281
  nChanged 2
		SP:Iteration 61Q (34238.450000 sec): 3 clusters
  Score: Raw -16170206.855473 + Penalty 13494.281165 = -16156712.574308
  nChanged 2
		SP:Iteration 62Q (34238.790000 sec): 3 clusters
  Score: Raw -16170207.229899 + Penalty 13494.281165 = -16156712.948733
  nChanged 1
		SP:Iteration 63Q (34239.130000 sec): 3 clusters
  Score: Raw -16170207.395085 + Penalty 13494.281165 = -16156713.113920
  nChanged 1
		SP:Iteration 64Q (34239.480000 sec): 3 clusters
  Score: Raw -16170207.474536 + Penalty 13494.281165 = -16156713.193370
  nChanged 0
		SP:Iteration 65F (34239.940000 sec): 3 clusters
  Score: Raw -16170207.474536 + Penalty 13494.281165 = -16156713.193370
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34240.070000 sec): 2 clusters
  Score: Raw -3996253.880678 + Penalty 5903.608792 = -3990350.271886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34240.190000 sec): 3 clusters
  Score: Raw -3988634.902240 + Penalty 11807.217585 = -3976827.684656
  nChanged 6040
		SP:Iteration 1F (34240.300000 sec): 3 clusters
  Score: Raw -3992210.651883 + Penalty 11807.217585 = -3980403.434298
  nChanged 1229
		SP:Iteration 2F (34240.420000 sec): 3 clusters
  Score: Raw -3993103.907256 + Penalty 11807.217585 = -3981296.689671
  nChanged 980
		SP:Iteration 3F (34240.530000 sec): 3 clusters
  Score: Raw -3993906.933232 + Penalty 11807.217585 = -3982099.715647
  nChanged 924
		SP:Iteration 4F (34240.650000 sec): 3 clusters
  Score: Raw -3994705.396433 + Penalty 11807.217585 = -3982898.178848
  nChanged 911
		SP:Iteration 5F (34240.770000 sec): 3 clusters
  Score: Raw -3995568.805205 + Penalty 11807.217585 = -3983761.587621
  nChanged 918
		SP:Iteration 6F (34240.890000 sec): 3 clusters
  Score: Raw -3996456.056423 + Penalty 11807.217585 = -3984648.838838
  nChanged 864
		SP:Iteration 7F (34241.000000 sec): 3 clusters
  Score: Raw -3997267.934417 + Penalty 11807.217585 = -3985460.716832
  nChanged 737
		SP:Iteration 8Q (34241.110000 sec): 3 clusters
  Score: Raw -3997905.977820 + Penalty 11807.217585 = -3986098.760235
  nChanged 607
		SP:Iteration 9Q (34241.230000 sec): 3 clusters
  Score: Raw -3998418.688205 + Penalty 11807.217585 = -3986611.470620
  nChanged 484
		SP:Iteration 10Q (34241.340000 sec): 3 clusters
  Score: Raw -3998781.294522 + Penalty 11807.217585 = -3986974.076938
  nChanged 385
		SP:Iteration 11Q (34241.450000 sec): 3 clusters
  Score: Raw -3999063.431715 + Penalty 11807.217585 = -3987256.214131
  nChanged 302
		SP:Iteration 12Q (34241.560000 sec): 3 clusters
  Score: Raw -3999247.999964 + Penalty 11807.217585 = -3987440.782379
  nChanged 213
		SP:Iteration 13Q (34241.670000 sec): 3 clusters
  Score: Raw -3999359.717064 + Penalty 11807.217585 = -3987552.499479
  nChanged 148
		SP:Iteration 14Q (34241.780000 sec): 3 clusters
  Score: Raw -3999435.871964 + Penalty 11807.217585 = -3987628.654379
  nChanged 121
		SP:Iteration 15Q (34241.880000 sec): 3 clusters
  Score: Raw -3999483.610066 + Penalty 11807.217585 = -3987676.392481
  nChanged 77
		SP:Iteration 16Q (34241.990000 sec): 3 clusters
  Score: Raw -3999510.293917 + Penalty 11807.217585 = -3987703.076333
  nChanged 59
		SP:Iteration 17Q (34242.090000 sec): 3 clusters
  Score: Raw -3999531.158240 + Penalty 11807.217585 = -3987723.940655
  nChanged 44
		SP:Iteration 18Q (34242.200000 sec): 3 clusters
  Score: Raw -3999544.282262 + Penalty 11807.217585 = -3987737.064677
  nChanged 41
		SP:Iteration 19Q (34242.310000 sec): 3 clusters
  Score: Raw -3999555.910638 + Penalty 11807.217585 = -3987748.693053
  nChanged 40
		SP:Iteration 20F (34242.420000 sec): 3 clusters
  Score: Raw -3999567.421932 + Penalty 11807.217585 = -3987760.204348
  nChanged 36
		SP:Iteration 21Q (34242.530000 sec): 3 clusters
  Score: Raw -3999579.492578 + Penalty 11807.217585 = -3987772.274993
  nChanged 39
		SP:Iteration 22Q (34242.630000 sec): 3 clusters
  Score: Raw -3999591.286883 + Penalty 11807.217585 = -3987784.069299
  nChanged 37
		SP:Iteration 23Q (34242.740000 sec): 3 clusters
  Score: Raw -3999600.911057 + Penalty 11807.217585 = -3987793.693473
  nChanged 29
		SP:Iteration 24Q (34242.840000 sec): 3 clusters
  Score: Raw -3999607.489664 + Penalty 11807.217585 = -3987800.272079
  nChanged 21
		SP:Iteration 25Q (34242.950000 sec): 3 clusters
  Score: Raw -3999612.664643 + Penalty 11807.217585 = -3987805.447059
  nChanged 17
		SP:Iteration 26Q (34243.050000 sec): 3 clusters
  Score: Raw -3999616.257973 + Penalty 11807.217585 = -3987809.040389
  nChanged 9
		SP:Iteration 27Q (34243.160000 sec): 3 clusters
  Score: Raw -3999618.365275 + Penalty 11807.217585 = -3987811.147690
  nChanged 8
		SP:Iteration 28Q (34243.260000 sec): 3 clusters
  Score: Raw -3999619.842607 + Penalty 11807.217585 = -3987812.625023
  nChanged 4
		SP:Iteration 29Q (34243.370000 sec): 3 clusters
  Score: Raw -3999620.647207 + Penalty 11807.217585 = -3987813.429622
  nChanged 6
		SP:Iteration 30Q (34243.470000 sec): 3 clusters
  Score: Raw -3999621.974081 + Penalty 11807.217585 = -3987814.756497
  nChanged 4
		SP:Iteration 31Q (34243.570000 sec): 3 clusters
  Score: Raw -3999622.830590 + Penalty 11807.217585 = -3987815.613005
  nChanged 9
		SP:Iteration 32Q (34243.680000 sec): 3 clusters
  Score: Raw -3999624.861103 + Penalty 11807.217585 = -3987817.643519
  nChanged 12
		SP:Iteration 33Q (34243.780000 sec): 3 clusters
  Score: Raw -3999627.386614 + Penalty 11807.217585 = -3987820.169029
  nChanged 10
		SP:Iteration 34Q (34243.890000 sec): 3 clusters
  Score: Raw -3999629.576312 + Penalty 11807.217585 = -3987822.358728
  nChanged 7
		SP:Iteration 35Q (34243.990000 sec): 3 clusters
  Score: Raw -3999631.317401 + Penalty 11807.217585 = -3987824.099816
  nChanged 9
		SP:Iteration 36Q (34244.090000 sec): 3 clusters
  Score: Raw -3999633.262357 + Penalty 11807.217585 = -3987826.044772
  nChanged 8
		SP:Iteration 37Q (34244.200000 sec): 3 clusters
  Score: Raw -3999634.606323 + Penalty 11807.217585 = -3987827.388738
  nChanged 5
		SP:Iteration 38Q (34244.300000 sec): 3 clusters
  Score: Raw -3999635.337331 + Penalty 11807.217585 = -3987828.119747
  nChanged 3
		SP:Iteration 39Q (34244.410000 sec): 3 clusters
  Score: Raw -3999635.917637 + Penalty 11807.217585 = -3987828.700053
  nChanged 4
		SP:Iteration 40F (34244.520000 sec): 3 clusters
  Score: Raw -3999637.043401 + Penalty 11807.217585 = -3987829.825816
  nChanged 4
		SP:Iteration 41Q (34244.630000 sec): 3 clusters
  Score: Raw -3999637.876347 + Penalty 11807.217585 = -3987830.658762
  nChanged 2
		SP:Iteration 42Q (34244.730000 sec): 3 clusters
  Score: Raw -3999638.114569 + Penalty 11807.217585 = -3987830.896985
  nChanged 2
		SP:Iteration 43Q (34244.830000 sec): 3 clusters
  Score: Raw -3999638.534057 + Penalty 11807.217585 = -3987831.316472
  nChanged 3
		SP:Iteration 44Q (34244.940000 sec): 3 clusters
  Score: Raw -3999639.264439 + Penalty 11807.217585 = -3987832.046854
  nChanged 4
		SP:Iteration 45Q (34245.050000 sec): 3 clusters
  Score: Raw -3999640.437874 + Penalty 11807.217585 = -3987833.220290
  nChanged 5
		SP:Iteration 46Q (34245.150000 sec): 3 clusters
  Score: Raw -3999641.704674 + Penalty 11807.217585 = -3987834.487090
  nChanged 5
		SP:Iteration 47Q (34245.250000 sec): 3 clusters
  Score: Raw -3999642.683984 + Penalty 11807.217585 = -3987835.466400
  nChanged 2
		SP:Iteration 48Q (34245.360000 sec): 3 clusters
  Score: Raw -3999642.989242 + Penalty 11807.217585 = -3987835.771657
  nChanged 1
		SP:Iteration 49Q (34245.460000 sec): 3 clusters
  Score: Raw -3999643.183898 + Penalty 11807.217585 = -3987835.966313
  nChanged 1
		SP:Iteration 50Q (34245.570000 sec): 3 clusters
  Score: Raw -3999643.800587 + Penalty 11807.217585 = -3987836.583003
  nChanged 2
		SP:Iteration 51Q (34245.670000 sec): 3 clusters
  Score: Raw -3999644.305893 + Penalty 11807.217585 = -3987837.088308
  nChanged 2
		SP:Iteration 52Q (34245.770000 sec): 3 clusters
  Score: Raw -3999644.724319 + Penalty 11807.217585 = -3987837.506735
  nChanged 1
		SP:Iteration 53Q (34245.880000 sec): 3 clusters
  Score: Raw -3999644.793197 + Penalty 11807.217585 = -3987837.575612
  nChanged 0
		SP:Iteration 54F (34245.990000 sec): 3 clusters
  Score: Raw -3999644.793197 + Penalty 11807.217585 = -3987837.575612
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34247.480000 sec): 2 clusters
  Score: Raw -57605988.462710 + Penalty 7523.020598 = -57598465.442112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34249.150000 sec): 3 clusters
  Score: Raw -57468679.371352 + Penalty 15046.041196 = -57453633.330156
  nChanged 101457
		SP:Iteration 1F (34250.830000 sec): 3 clusters
  Score: Raw -57525539.264567 + Penalty 15046.041196 = -57510493.223371
  nChanged 6536
		SP:Iteration 2Q (34252.510000 sec): 3 clusters
  Score: Raw -57526838.715253 + Penalty 15046.041196 = -57511792.674057
  nChanged 6215
		SP:Iteration 3Q (34254.190000 sec): 3 clusters
  Score: Raw -57528128.091072 + Penalty 15046.041196 = -57513082.049876
  nChanged 6315
		SP:Iteration 4Q (34255.870000 sec): 3 clusters
  Score: Raw -57529531.114841 + Penalty 15046.041196 = -57514485.073645
  nChanged 6665
		SP:Iteration 5Q (34257.550000 sec): 3 clusters
  Score: Raw -57531217.831892 + Penalty 15046.041196 = -57516171.790696
  nChanged 7603
		SP:Iteration 6Q (34259.230000 sec): 3 clusters
  Score: Raw -57533670.611352 + Penalty 15046.041196 = -57518624.570156
  nChanged 9229
		SP:Iteration 7Q (34260.910000 sec): 3 clusters
  Score: Raw -57537434.768849 + Penalty 15046.041196 = -57522388.727653
  nChanged 11265
		SP:Iteration 8F (34262.580000 sec): 3 clusters
  Score: Raw -57543095.623464 + Penalty 15046.041196 = -57528049.582268
  nChanged 13117
		SP:Iteration 9F (34264.230000 sec): 3 clusters
  Score: Raw -57550658.200087 + Penalty 15046.041196 = -57535612.158891
  nChanged 13950
		SP:Iteration 10F (34265.900000 sec): 3 clusters
  Score: Raw -57559585.304364 + Penalty 15046.041196 = -57544539.263168
  nChanged 13800
		SP:Iteration 11F (34267.560000 sec): 3 clusters
  Score: Raw -57569152.130262 + Penalty 15046.041196 = -57554106.089066
  nChanged 12718
		SP:Iteration 12F (34269.220000 sec): 3 clusters
  Score: Raw -57579075.535831 + Penalty 15046.041196 = -57564029.494635
  nChanged 11062
		SP:Iteration 13F (34270.890000 sec): 3 clusters
  Score: Raw -57588839.157504 + Penalty 15046.041196 = -57573793.116308
  nChanged 8673
		SP:Iteration 14Q (34272.530000 sec): 3 clusters
  Score: Raw -57597167.395535 + Penalty 15046.041196 = -57582121.354339
  nChanged 5659
		SP:Iteration 15Q (34274.080000 sec): 3 clusters
  Score: Raw -57603214.929085 + Penalty 15046.041196 = -57588168.887889
  nChanged 3196
		SP:Iteration 16Q (34275.500000 sec): 3 clusters
  Score: Raw -57607540.285999 + Penalty 15046.041196 = -57592494.244803
  nChanged 1758
		SP:Iteration 17Q (34276.780000 sec): 3 clusters
  Score: Raw -57609556.689852 + Penalty 15046.041196 = -57594510.648657
  nChanged 1104
		SP:Iteration 18Q (34277.970000 sec): 3 clusters
  Score: Raw -57610265.736752 + Penalty 15046.041196 = -57595219.695556
  nChanged 672
		SP:Iteration 19Q (34279.150000 sec): 3 clusters
  Score: Raw -57610516.706232 + Penalty 15046.041196 = -57595470.665036
  nChanged 384
		SP:Iteration 20F (34280.800000 sec): 3 clusters
  Score: Raw -57610623.975615 + Penalty 15046.041196 = -57595577.934419
  nChanged 217
		SP:Iteration 21Q (34281.960000 sec): 3 clusters
  Score: Raw -57610670.098317 + Penalty 15046.041196 = -57595624.057121
  nChanged 154
		SP:Iteration 22Q (34283.120000 sec): 3 clusters
  Score: Raw -57610699.530578 + Penalty 15046.041196 = -57595653.489382
  nChanged 108
		SP:Iteration 23Q (34284.280000 sec): 3 clusters
  Score: Raw -57610719.327335 + Penalty 15046.041196 = -57595673.286139
  nChanged 81
		SP:Iteration 24Q (34285.440000 sec): 3 clusters
  Score: Raw -57610731.529268 + Penalty 15046.041196 = -57595685.488072
  nChanged 52
		SP:Iteration 25Q (34286.600000 sec): 3 clusters
  Score: Raw -57610738.340040 + Penalty 15046.041196 = -57595692.298845
  nChanged 40
		SP:Iteration 26Q (34287.760000 sec): 3 clusters
  Score: Raw -57610743.989513 + Penalty 15046.041196 = -57595697.948317
  nChanged 30
		SP:Iteration 27Q (34288.930000 sec): 3 clusters
  Score: Raw -57610748.159115 + Penalty 15046.041196 = -57595702.117919
  nChanged 28
		SP:Iteration 28Q (34290.100000 sec): 3 clusters
  Score: Raw -57610751.635607 + Penalty 15046.041196 = -57595705.594411
  nChanged 15
		SP:Iteration 29Q (34291.270000 sec): 3 clusters
  Score: Raw -57610753.477606 + Penalty 15046.041196 = -57595707.436410
  nChanged 13
		SP:Iteration 30Q (34292.440000 sec): 3 clusters
  Score: Raw -57610755.033153 + Penalty 15046.041196 = -57595708.991957
  nChanged 10
		SP:Iteration 31Q (34293.610000 sec): 3 clusters
  Score: Raw -57610756.070568 + Penalty 15046.041196 = -57595710.029372
  nChanged 13
		SP:Iteration 32Q (34294.770000 sec): 3 clusters
  Score: Raw -57610757.257041 + Penalty 15046.041196 = -57595711.215845
  nChanged 6
		SP:Iteration 33Q (34295.930000 sec): 3 clusters
  Score: Raw -57610757.865626 + Penalty 15046.041196 = -57595711.824430
  nChanged 4
		SP:Iteration 34Q (34297.100000 sec): 3 clusters
  Score: Raw -57610758.295742 + Penalty 15046.041196 = -57595712.254547
  nChanged 6
		SP:Iteration 35Q (34298.250000 sec): 3 clusters
  Score: Raw -57610759.090015 + Penalty 15046.041196 = -57595713.048819
  nChanged 7
		SP:Iteration 36Q (34299.420000 sec): 3 clusters
  Score: Raw -57610759.738888 + Penalty 15046.041196 = -57595713.697692
  nChanged 4
		SP:Iteration 37Q (34300.580000 sec): 3 clusters
  Score: Raw -57610760.260181 + Penalty 15046.041196 = -57595714.218985
  nChanged 6
		SP:Iteration 38Q (34301.740000 sec): 3 clusters
  Score: Raw -57610761.098213 + Penalty 15046.041196 = -57595715.057017
  nChanged 11
		SP:Iteration 39Q (34302.890000 sec): 3 clusters
  Score: Raw -57610762.423922 + Penalty 15046.041196 = -57595716.382726
  nChanged 8
		SP:Iteration 40F (34304.550000 sec): 3 clusters
  Score: Raw -57610763.353626 + Penalty 15046.041196 = -57595717.312430
  nChanged 8
		SP:Iteration 41Q (34305.710000 sec): 3 clusters
  Score: Raw -57610764.109808 + Penalty 15046.041196 = -57595718.068612
  nChanged 1
		SP:Iteration 42Q (34306.870000 sec): 3 clusters
  Score: Raw -57610764.148402 + Penalty 15046.041196 = -57595718.107206
  nChanged 0
		SP:Iteration 43F (34308.530000 sec): 3 clusters
  Score: Raw -57610764.148402 + Penalty 15046.041196 = -57595718.107206
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34308.750000 sec): 2 clusters
  Score: Raw -3145686.437770 + Penalty 5766.933367 = -3139919.504403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34308.850000 sec): 3 clusters
  Score: Raw -3139757.564985 + Penalty 11533.866734 = -3128223.698251
  nChanged 4724
		SP:Iteration 1F (34308.940000 sec): 3 clusters
  Score: Raw -3142660.198720 + Penalty 11533.866734 = -3131126.331986
  nChanged 1050
		SP:Iteration 2F (34309.040000 sec): 3 clusters
  Score: Raw -3143494.055078 + Penalty 11533.866734 = -3131960.188344
  nChanged 798
		SP:Iteration 3F (34309.130000 sec): 3 clusters
  Score: Raw -3144205.120088 + Penalty 11533.866734 = -3132671.253353
  nChanged 706
		SP:Iteration 4F (34309.230000 sec): 3 clusters
  Score: Raw -3144843.307611 + Penalty 11533.866734 = -3133309.440877
  nChanged 679
		SP:Iteration 5F (34309.320000 sec): 3 clusters
  Score: Raw -3145531.125828 + Penalty 11533.866734 = -3133997.259094
  nChanged 659
		SP:Iteration 6F (34309.410000 sec): 3 clusters
  Score: Raw -3146289.364370 + Penalty 11533.866734 = -3134755.497636
  nChanged 667
		SP:Iteration 7F (34309.510000 sec): 3 clusters
  Score: Raw -3147054.385928 + Penalty 11533.866734 = -3135520.519194
  nChanged 600
		SP:Iteration 8Q (34309.600000 sec): 3 clusters
  Score: Raw -3147769.900548 + Penalty 11533.866734 = -3136236.033813
  nChanged 545
		SP:Iteration 9Q (34309.690000 sec): 3 clusters
  Score: Raw -3148336.312149 + Penalty 11533.866734 = -3136802.445415
  nChanged 448
		SP:Iteration 10Q (34309.770000 sec): 3 clusters
  Score: Raw -3148662.747753 + Penalty 11533.866734 = -3137128.881019
  nChanged 271
		SP:Iteration 11Q (34309.860000 sec): 3 clusters
  Score: Raw -3148831.476894 + Penalty 11533.866734 = -3137297.610159
  nChanged 215
		SP:Iteration 12Q (34309.950000 sec): 3 clusters
  Score: Raw -3148936.247202 + Penalty 11533.866734 = -3137402.380468
  nChanged 132
		SP:Iteration 13Q (34310.030000 sec): 3 clusters
  Score: Raw -3148999.635177 + Penalty 11533.866734 = -3137465.768443
  nChanged 103
		SP:Iteration 14Q (34310.120000 sec): 3 clusters
  Score: Raw -3149035.895069 + Penalty 11533.866734 = -3137502.028334
  nChanged 69
		SP:Iteration 15Q (34310.200000 sec): 3 clusters
  Score: Raw -3149060.156724 + Penalty 11533.866734 = -3137526.289990
  nChanged 60
		SP:Iteration 16Q (34310.290000 sec): 3 clusters
  Score: Raw -3149083.741868 + Penalty 11533.866734 = -3137549.875133
  nChanged 51
		SP:Iteration 17Q (34310.370000 sec): 3 clusters
  Score: Raw -3149097.665799 + Penalty 11533.866734 = -3137563.799065
  nChanged 38
		SP:Iteration 18Q (34310.450000 sec): 3 clusters
  Score: Raw -3149107.900281 + Penalty 11533.866734 = -3137574.033547
  nChanged 23
		SP:Iteration 19Q (34310.540000 sec): 3 clusters
  Score: Raw -3149114.276532 + Penalty 11533.866734 = -3137580.409798
  nChanged 18
		SP:Iteration 20F (34310.630000 sec): 3 clusters
  Score: Raw -3149120.143436 + Penalty 11533.866734 = -3137586.276702
  nChanged 21
		SP:Iteration 21Q (34310.710000 sec): 3 clusters
  Score: Raw -3149126.528109 + Penalty 11533.866734 = -3137592.661374
  nChanged 14
		SP:Iteration 22Q (34310.800000 sec): 3 clusters
  Score: Raw -3149130.211862 + Penalty 11533.866734 = -3137596.345128
  nChanged 10
		SP:Iteration 23Q (34310.880000 sec): 3 clusters
  Score: Raw -3149133.637262 + Penalty 11533.866734 = -3137599.770528
  nChanged 15
		SP:Iteration 24Q (34310.970000 sec): 3 clusters
  Score: Raw -3149139.537808 + Penalty 11533.866734 = -3137605.671073
  nChanged 16
		SP:Iteration 25Q (34311.050000 sec): 3 clusters
  Score: Raw -3149145.491164 + Penalty 11533.866734 = -3137611.624430
  nChanged 15
		SP:Iteration 26Q (34311.130000 sec): 3 clusters
  Score: Raw -3149150.847659 + Penalty 11533.866734 = -3137616.980924
  nChanged 13
		SP:Iteration 27Q (34311.220000 sec): 3 clusters
  Score: Raw -3149155.309920 + Penalty 11533.866734 = -3137621.443186
  nChanged 10
		SP:Iteration 28Q (34311.300000 sec): 3 clusters
  Score: Raw -3149158.176464 + Penalty 11533.866734 = -3137624.309729
  nChanged 16
		SP:Iteration 29Q (34311.390000 sec): 3 clusters
  Score: Raw -3149162.428670 + Penalty 11533.866734 = -3137628.561936
  nChanged 16
		SP:Iteration 30Q (34311.470000 sec): 3 clusters
  Score: Raw -3149166.563558 + Penalty 11533.866734 = -3137632.696824
  nChanged 18
		SP:Iteration 31Q (34311.550000 sec): 3 clusters
  Score: Raw -3149171.852999 + Penalty 11533.866734 = -3137637.986264
  nChanged 11
		SP:Iteration 32Q (34311.640000 sec): 3 clusters
  Score: Raw -3149174.829567 + Penalty 11533.866734 = -3137640.962833
  nChanged 13
		SP:Iteration 33Q (34311.720000 sec): 3 clusters
  Score: Raw -3149178.907081 + Penalty 11533.866734 = -3137645.040347
  nChanged 9
		SP:Iteration 34Q (34311.800000 sec): 3 clusters
  Score: Raw -3149181.746097 + Penalty 11533.866734 = -3137647.879363
  nChanged 5
		SP:Iteration 35Q (34311.890000 sec): 3 clusters
  Score: Raw -3149182.949231 + Penalty 11533.866734 = -3137649.082497
  nChanged 4
		SP:Iteration 36Q (34311.970000 sec): 3 clusters
  Score: Raw -3149183.502219 + Penalty 11533.866734 = -3137649.635485
  nChanged 2
		SP:Iteration 37Q (34312.050000 sec): 3 clusters
  Score: Raw -3149184.049272 + Penalty 11533.866734 = -3137650.182538
  nChanged 2
		SP:Iteration 38Q (34312.140000 sec): 3 clusters
  Score: Raw -3149184.302157 + Penalty 11533.866734 = -3137650.435423
  nChanged 0
		SP:Iteration 39F (34312.230000 sec): 3 clusters
  Score: Raw -3149184.302157 + Penalty 11533.866734 = -3137650.435423
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (20835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34312.390000 sec): 2 clusters
  Score: Raw -5552497.807860 + Penalty 6090.938596 = -5546406.869264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34312.550000 sec): 3 clusters
  Score: Raw -5541599.166272 + Penalty 12181.877191 = -5529417.289081
  nChanged 8485
		SP:Iteration 1F (34312.710000 sec): 3 clusters
  Score: Raw -5546255.220364 + Penalty 12181.877191 = -5534073.343173
  nChanged 1504
		SP:Iteration 2F (34312.870000 sec): 3 clusters
  Score: Raw -5547132.333791 + Penalty 12181.877191 = -5534950.456600
  nChanged 1225
		SP:Iteration 3F (34313.030000 sec): 3 clusters
  Score: Raw -5547965.541510 + Penalty 12181.877191 = -5535783.664319
  nChanged 1130
		SP:Iteration 4F (34313.190000 sec): 3 clusters
  Score: Raw -5548775.821903 + Penalty 12181.877191 = -5536593.944711
  nChanged 1096
		SP:Iteration 5F (34313.340000 sec): 3 clusters
  Score: Raw -5549584.939953 + Penalty 12181.877191 = -5537403.062761
  nChanged 1124
		SP:Iteration 6F (34313.500000 sec): 3 clusters
  Score: Raw -5550383.454309 + Penalty 12181.877191 = -5538201.577118
  nChanged 1105
		SP:Iteration 7F (34313.660000 sec): 3 clusters
  Score: Raw -5551246.921098 + Penalty 12181.877191 = -5539065.043907
  nChanged 1135
		SP:Iteration 8F (34313.820000 sec): 3 clusters
  Score: Raw -5552131.468971 + Penalty 12181.877191 = -5539949.591780
  nChanged 1116
		SP:Iteration 9F (34313.980000 sec): 3 clusters
  Score: Raw -5552995.200987 + Penalty 12181.877191 = -5540813.323796
  nChanged 964
		SP:Iteration 10Q (34314.130000 sec): 3 clusters
  Score: Raw -5553648.027971 + Penalty 12181.877191 = -5541466.150779
  nChanged 754
		SP:Iteration 11Q (34314.290000 sec): 3 clusters
  Score: Raw -5554055.430641 + Penalty 12181.877191 = -5541873.553450
  nChanged 562
		SP:Iteration 12Q (34314.440000 sec): 3 clusters
  Score: Raw -5554299.849588 + Penalty 12181.877191 = -5542117.972397
  nChanged 398
		SP:Iteration 13Q (34314.600000 sec): 3 clusters
  Score: Raw -5554434.342284 + Penalty 12181.877191 = -5542252.465092
  nChanged 240
		SP:Iteration 14Q (34314.750000 sec): 3 clusters
  Score: Raw -5554505.966330 + Penalty 12181.877191 = -5542324.089139
  nChanged 207
		SP:Iteration 15Q (34314.910000 sec): 3 clusters
  Score: Raw -5554571.844806 + Penalty 12181.877191 = -5542389.967615
  nChanged 182
		SP:Iteration 16Q (34315.060000 sec): 3 clusters
  Score: Raw -5554626.145683 + Penalty 12181.877191 = -5542444.268492
  nChanged 173
		SP:Iteration 17Q (34315.220000 sec): 3 clusters
  Score: Raw -5554674.464284 + Penalty 12181.877191 = -5542492.587093
  nChanged 137
		SP:Iteration 18Q (34315.370000 sec): 3 clusters
  Score: Raw -5554708.723486 + Penalty 12181.877191 = -5542526.846295
  nChanged 106
		SP:Iteration 19Q (34315.530000 sec): 3 clusters
  Score: Raw -5554732.705038 + Penalty 12181.877191 = -5542550.827847
  nChanged 80
		SP:Iteration 20F (34315.690000 sec): 3 clusters
  Score: Raw -5554750.854157 + Penalty 12181.877191 = -5542568.976966
  nChanged 68
		SP:Iteration 21Q (34315.850000 sec): 3 clusters
  Score: Raw -5554765.542019 + Penalty 12181.877191 = -5542583.664828
  nChanged 45
		SP:Iteration 22Q (34316.000000 sec): 3 clusters
  Score: Raw -5554775.557689 + Penalty 12181.877191 = -5542593.680498
  nChanged 44
		SP:Iteration 23Q (34316.160000 sec): 3 clusters
  Score: Raw -5554784.657060 + Penalty 12181.877191 = -5542602.779868
  nChanged 45
		SP:Iteration 24Q (34316.310000 sec): 3 clusters
  Score: Raw -5554793.781832 + Penalty 12181.877191 = -5542611.904641
  nChanged 43
		SP:Iteration 25Q (34316.470000 sec): 3 clusters
  Score: Raw -5554801.772074 + Penalty 12181.877191 = -5542619.894883
  nChanged 43
		SP:Iteration 26Q (34316.630000 sec): 3 clusters
  Score: Raw -5554809.102150 + Penalty 12181.877191 = -5542627.224959
  nChanged 38
		SP:Iteration 27Q (34316.780000 sec): 3 clusters
  Score: Raw -5554815.445556 + Penalty 12181.877191 = -5542633.568365
  nChanged 23
		SP:Iteration 28Q (34316.940000 sec): 3 clusters
  Score: Raw -5554819.261814 + Penalty 12181.877191 = -5542637.384623
  nChanged 24
		SP:Iteration 29Q (34317.090000 sec): 3 clusters
  Score: Raw -5554823.192653 + Penalty 12181.877191 = -5542641.315462
  nChanged 20
		SP:Iteration 30Q (34317.250000 sec): 3 clusters
  Score: Raw -5554825.930034 + Penalty 12181.877191 = -5542644.052843
  nChanged 13
		SP:Iteration 31Q (34317.410000 sec): 3 clusters
  Score: Raw -5554827.876724 + Penalty 12181.877191 = -5542645.999532
  nChanged 11
		SP:Iteration 32Q (34317.570000 sec): 3 clusters
  Score: Raw -5554829.318695 + Penalty 12181.877191 = -5542647.441504
  nChanged 6
		SP:Iteration 33Q (34317.720000 sec): 3 clusters
  Score: Raw -5554829.995133 + Penalty 12181.877191 = -5542648.117942
  nChanged 3
		SP:Iteration 34Q (34317.880000 sec): 3 clusters
  Score: Raw -5554830.714285 + Penalty 12181.877191 = -5542648.837094
  nChanged 6
		SP:Iteration 35Q (34318.030000 sec): 3 clusters
  Score: Raw -5554831.968189 + Penalty 12181.877191 = -5542650.090998
  nChanged 7
		SP:Iteration 36Q (34318.190000 sec): 3 clusters
  Score: Raw -5554833.121080 + Penalty 12181.877191 = -5542651.243889
  nChanged 7
		SP:Iteration 37Q (34318.350000 sec): 3 clusters
  Score: Raw -5554834.283372 + Penalty 12181.877191 = -5542652.406180
  nChanged 7
		SP:Iteration 38Q (34318.500000 sec): 3 clusters
  Score: Raw -5554835.621250 + Penalty 12181.877191 = -5542653.744059
  nChanged 8
		SP:Iteration 39Q (34318.660000 sec): 3 clusters
  Score: Raw -5554836.814529 + Penalty 12181.877191 = -5542654.937337
  nChanged 5
		SP:Iteration 40F (34318.820000 sec): 3 clusters
  Score: Raw -5554837.862113 + Penalty 12181.877191 = -5542655.984921
  nChanged 7
		SP:Iteration 41Q (34318.970000 sec): 3 clusters
  Score: Raw -5554838.771619 + Penalty 12181.877191 = -5542656.894428
  nChanged 5
		SP:Iteration 42Q (34319.130000 sec): 3 clusters
  Score: Raw -5554839.358633 + Penalty 12181.877191 = -5542657.481441
  nChanged 4
		SP:Iteration 43Q (34319.290000 sec): 3 clusters
  Score: Raw -5554840.018974 + Penalty 12181.877191 = -5542658.141783
  nChanged 5
		SP:Iteration 44Q (34319.450000 sec): 3 clusters
  Score: Raw -5554840.997607 + Penalty 12181.877191 = -5542659.120416
  nChanged 11
		SP:Iteration 45Q (34319.600000 sec): 3 clusters
  Score: Raw -5554842.985446 + Penalty 12181.877191 = -5542661.108255
  nChanged 5
		SP:Iteration 46Q (34319.760000 sec): 3 clusters
  Score: Raw -5554843.790454 + Penalty 12181.877191 = -5542661.913262
  nChanged 1
		SP:Iteration 47Q (34319.920000 sec): 3 clusters
  Score: Raw -5554843.966149 + Penalty 12181.877191 = -5542662.088958
  nChanged 5
		SP:Iteration 48Q (34320.080000 sec): 3 clusters
  Score: Raw -5554844.704463 + Penalty 12181.877191 = -5542662.827272
  nChanged 5
		SP:Iteration 49Q (34320.240000 sec): 3 clusters
  Score: Raw -5554845.430785 + Penalty 12181.877191 = -5542663.553594
  nChanged 4
		SP:Iteration 50Q (34320.390000 sec): 3 clusters
  Score: Raw -5554845.809193 + Penalty 12181.877191 = -5542663.932002
  nChanged 1
		SP:Iteration 51Q (34320.550000 sec): 3 clusters
  Score: Raw -5554845.892828 + Penalty 12181.877191 = -5542664.015637
  nChanged 3
		SP:Iteration 52Q (34320.710000 sec): 3 clusters
  Score: Raw -5554846.323039 + Penalty 12181.877191 = -5542664.445848
  nChanged 1
		SP:Iteration 53Q (34320.860000 sec): 3 clusters
  Score: Raw -5554846.485929 + Penalty 12181.877191 = -5542664.608738
  nChanged 3
		SP:Iteration 54Q (34321.020000 sec): 3 clusters
  Score: Raw -5554847.010453 + Penalty 12181.877191 = -5542665.133262
  nChanged 4
		SP:Iteration 55Q (34321.180000 sec): 3 clusters
  Score: Raw -5554847.527078 + Penalty 12181.877191 = -5542665.649886
  nChanged 1
		SP:Iteration 56Q (34321.330000 sec): 3 clusters
  Score: Raw -5554847.673308 + Penalty 12181.877191 = -5542665.796117
  nChanged 0
		SP:Iteration 57F (34321.490000 sec): 3 clusters
  Score: Raw -5554847.673308 + Penalty 12181.877191 = -5542665.796117
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34321.540000 sec): 2 clusters
  Score: Raw -1481140.870013 + Penalty 5299.395125 = -1475841.474888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34321.590000 sec): 3 clusters
  Score: Raw -1478774.912324 + Penalty 10598.790250 = -1468176.122074
  nChanged 1939
		SP:Iteration 1F (34321.630000 sec): 3 clusters
  Score: Raw -1480062.115032 + Penalty 10598.790250 = -1469463.324782
  nChanged 456
		SP:Iteration 2F (34321.670000 sec): 3 clusters
  Score: Raw -1480414.788480 + Penalty 10598.790250 = -1469815.998229
  nChanged 281
		SP:Iteration 3Q (34321.710000 sec): 3 clusters
  Score: Raw -1480619.765106 + Penalty 10598.790250 = -1470020.974855
  nChanged 192
		SP:Iteration 4Q (34321.760000 sec): 3 clusters
  Score: Raw -1480760.104856 + Penalty 10598.790250 = -1470161.314606
  nChanged 144
		SP:Iteration 5Q (34321.800000 sec): 3 clusters
  Score: Raw -1480875.327368 + Penalty 10598.790250 = -1470276.537118
  nChanged 111
		SP:Iteration 6Q (34321.840000 sec): 3 clusters
  Score: Raw -1480965.587429 + Penalty 10598.790250 = -1470366.797179
  nChanged 112
		SP:Iteration 7Q (34321.880000 sec): 3 clusters
  Score: Raw -1481052.475181 + Penalty 10598.790250 = -1470453.684931
  nChanged 97
		SP:Iteration 8Q (34321.930000 sec): 3 clusters
  Score: Raw -1481127.652650 + Penalty 10598.790250 = -1470528.862400
  nChanged 99
		SP:Iteration 9Q (34321.970000 sec): 3 clusters
  Score: Raw -1481221.790213 + Penalty 10598.790250 = -1470622.999963
  nChanged 114
		SP:Iteration 10Q (34322.010000 sec): 3 clusters
  Score: Raw -1481317.753577 + Penalty 10598.790250 = -1470718.963327
  nChanged 107
		SP:Iteration 11Q (34322.050000 sec): 3 clusters
  Score: Raw -1481410.885286 + Penalty 10598.790250 = -1470812.095036
  nChanged 102
		SP:Iteration 12Q (34322.090000 sec): 3 clusters
  Score: Raw -1481499.953491 + Penalty 10598.790250 = -1470901.163241
  nChanged 106
		SP:Iteration 13Q (34322.130000 sec): 3 clusters
  Score: Raw -1481595.215278 + Penalty 10598.790250 = -1470996.425028
  nChanged 109
		SP:Iteration 14Q (34322.180000 sec): 3 clusters
  Score: Raw -1481704.883128 + Penalty 10598.790250 = -1471106.092878
  nChanged 117
		SP:Iteration 15Q (34322.220000 sec): 3 clusters
  Score: Raw -1481853.120502 + Penalty 10598.790250 = -1471254.330252
  nChanged 148
		SP:Iteration 16Q (34322.260000 sec): 3 clusters
  Score: Raw -1482030.473496 + Penalty 10598.790250 = -1471431.683246
  nChanged 176
		SP:Iteration 17Q (34322.300000 sec): 3 clusters
  Score: Raw -1482280.887182 + Penalty 10598.790250 = -1471682.096931
  nChanged 201
		SP:Iteration 18Q (34322.340000 sec): 3 clusters
  Score: Raw -1482591.343573 + Penalty 10598.790250 = -1471992.553322
  nChanged 237
		SP:Iteration 19Q (34322.380000 sec): 3 clusters
  Score: Raw -1482997.317833 + Penalty 10598.790250 = -1472398.527582
  nChanged 238
		SP:Iteration 20F (34322.420000 sec): 3 clusters
  Score: Raw -1483422.284478 + Penalty 10598.790250 = -1472823.494228
  nChanged 262
		SP:Iteration 21Q (34322.460000 sec): 3 clusters
  Score: Raw -1483930.162503 + Penalty 10598.790250 = -1473331.372252
  nChanged 243
		SP:Iteration 22Q (34322.490000 sec): 3 clusters
  Score: Raw -1484433.583087 + Penalty 10598.790250 = -1473834.792837
  nChanged 202
		SP:Iteration 23Q (34322.530000 sec): 3 clusters
  Score: Raw -1484821.496639 + Penalty 10598.790250 = -1474222.706389
  nChanged 133
		SP:Iteration 24Q (34322.560000 sec): 3 clusters
  Score: Raw -1485068.574318 + Penalty 10598.790250 = -1474469.784068
  nChanged 61
		SP:Iteration 25Q (34322.590000 sec): 3 clusters
  Score: Raw -1485145.041284 + Penalty 10598.790250 = -1474546.251034
  nChanged 27
		SP:Iteration 26Q (34322.630000 sec): 3 clusters
  Score: Raw -1485165.807538 + Penalty 10598.790250 = -1474567.017287
  nChanged 11
		SP:Iteration 27Q (34322.660000 sec): 3 clusters
  Score: Raw -1485173.532630 + Penalty 10598.790250 = -1474574.742380
  nChanged 7
		SP:Iteration 28Q (34322.690000 sec): 3 clusters
  Score: Raw -1485179.508340 + Penalty 10598.790250 = -1474580.718089
  nChanged 6
		SP:Iteration 29Q (34322.720000 sec): 3 clusters
  Score: Raw -1485182.739343 + Penalty 10598.790250 = -1474583.949093
  nChanged 3
		SP:Iteration 30Q (34322.750000 sec): 3 clusters
  Score: Raw -1485183.786235 + Penalty 10598.790250 = -1474584.995984
  nChanged 0
		SP:Iteration 31F (34322.800000 sec): 3 clusters
  Score: Raw -1485183.786235 + Penalty 10598.790250 = -1474584.995984
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34322.810000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34322.830000 sec): 3 clusters
  Score: Raw -406603.984399 + Penalty 8995.697131 = -397608.287268
  nChanged 325
		SP:Iteration 1F (34322.840000 sec): 3 clusters
  Score: Raw -407147.128880 + Penalty 8995.697131 = -398151.431749
  nChanged 87
		SP:Iteration 2F (34322.850000 sec): 3 clusters
  Score: Raw -407425.478065 + Penalty 8995.697131 = -398429.780934
  nChanged 64
		SP:Iteration 3Q (34322.860000 sec): 3 clusters
  Score: Raw -407602.492712 + Penalty 8995.697131 = -398606.795581
  nChanged 42
		SP:Iteration 4Q (34322.870000 sec): 3 clusters
  Score: Raw -407689.915518 + Penalty 8995.697131 = -398694.218388
  nChanged 24
		SP:Iteration 5Q (34322.880000 sec): 3 clusters
  Score: Raw -407760.775105 + Penalty 8995.697131 = -398765.077975
  nChanged 25
		SP:Iteration 6Q (34322.890000 sec): 3 clusters
  Score: Raw -407825.105629 + Penalty 8995.697131 = -398829.408498
  nChanged 13
		SP:Iteration 7Q (34322.900000 sec): 3 clusters
  Score: Raw -407849.342449 + Penalty 8995.697131 = -398853.645318
  nChanged 7
		SP:Iteration 8Q (34322.910000 sec): 3 clusters
  Score: Raw -407870.464499 + Penalty 8995.697131 = -398874.767369
  nChanged 11
		SP:Iteration 9Q (34322.920000 sec): 3 clusters
  Score: Raw -407894.513112 + Penalty 8995.697131 = -398898.815981
  nChanged 9
		SP:Iteration 10Q (34322.930000 sec): 3 clusters
  Score: Raw -407926.348360 + Penalty 8995.697131 = -398930.651229
  nChanged 11
		SP:Iteration 11Q (34322.940000 sec): 3 clusters
  Score: Raw -407953.388557 + Penalty 8995.697131 = -398957.691426
  nChanged 8
		SP:Iteration 12Q (34322.950000 sec): 3 clusters
  Score: Raw -407968.755282 + Penalty 8995.697131 = -398973.058151
  nChanged 12
		SP:Iteration 13Q (34322.970000 sec): 3 clusters
  Score: Raw -408007.519190 + Penalty 8995.697131 = -399011.822060
  nChanged 14
		SP:Iteration 14Q (34322.970000 sec): 3 clusters
  Score: Raw -408050.194233 + Penalty 8995.697131 = -399054.497102
  nChanged 17
		SP:Iteration 15Q (34322.990000 sec): 3 clusters
  Score: Raw -408096.146561 + Penalty 8995.697131 = -399100.449430
  nChanged 20
		SP:Iteration 16Q (34322.990000 sec): 3 clusters
  Score: Raw -408157.453842 + Penalty 8995.697131 = -399161.756711
  nChanged 20
		SP:Iteration 17Q (34323.010000 sec): 3 clusters
  Score: Raw -408227.755030 + Penalty 8995.697131 = -399232.057899
  nChanged 22
		SP:Iteration 18Q (34323.020000 sec): 3 clusters
  Score: Raw -408301.110407 + Penalty 8995.697131 = -399305.413276
  nChanged 19
		SP:Iteration 19Q (34323.030000 sec): 3 clusters
  Score: Raw -408351.674786 + Penalty 8995.697131 = -399355.977656
  nChanged 17
		SP:Iteration 20F (34323.040000 sec): 3 clusters
  Score: Raw -408392.898180 + Penalty 8995.697131 = -399397.201049
  nChanged 19
		SP:Iteration 21Q (34323.050000 sec): 3 clusters
  Score: Raw -408437.752440 + Penalty 8995.697131 = -399442.055309
  nChanged 19
		SP:Iteration 22Q (34323.060000 sec): 3 clusters
  Score: Raw -408487.640390 + Penalty 8995.697131 = -399491.943260
  nChanged 21
		SP:Iteration 23Q (34323.070000 sec): 3 clusters
  Score: Raw -408534.798610 + Penalty 8995.697131 = -399539.101479
  nChanged 22
		SP:Iteration 24Q (34323.080000 sec): 3 clusters
  Score: Raw -408596.978324 + Penalty 8995.697131 = -399601.281194
  nChanged 26
		SP:Iteration 25Q (34323.090000 sec): 3 clusters
  Score: Raw -408655.591856 + Penalty 8995.697131 = -399659.894725
  nChanged 25
		SP:Iteration 26Q (34323.100000 sec): 3 clusters
  Score: Raw -408716.268157 + Penalty 8995.697131 = -399720.571027
  nChanged 22
		SP:Iteration 27Q (34323.110000 sec): 3 clusters
  Score: Raw -408772.244432 + Penalty 8995.697131 = -399776.547302
  nChanged 26
		SP:Iteration 28Q (34323.120000 sec): 3 clusters
  Score: Raw -408822.208828 + Penalty 8995.697131 = -399826.511697
  nChanged 25
		SP:Iteration 29Q (34323.130000 sec): 3 clusters
  Score: Raw -408868.887082 + Penalty 8995.697131 = -399873.189952
  nChanged 23
		SP:Iteration 30Q (34323.140000 sec): 3 clusters
  Score: Raw -408923.019497 + Penalty 8995.697131 = -399927.322366
  nChanged 28
		SP:Iteration 31Q (34323.150000 sec): 3 clusters
  Score: Raw -408981.231754 + Penalty 8995.697131 = -399985.534623
  nChanged 16
		SP:Iteration 32Q (34323.160000 sec): 3 clusters
  Score: Raw -409007.759729 + Penalty 8995.697131 = -400012.062598
  nChanged 11
		SP:Iteration 33Q (34323.170000 sec): 3 clusters
  Score: Raw -409028.380902 + Penalty 8995.697131 = -400032.683771
  nChanged 11
		SP:Iteration 34Q (34323.180000 sec): 3 clusters
  Score: Raw -409051.359833 + Penalty 8995.697131 = -400055.662702
  nChanged 13
		SP:Iteration 35Q (34323.190000 sec): 3 clusters
  Score: Raw -409078.223060 + Penalty 8995.697131 = -400082.525929
  nChanged 8
		SP:Iteration 36Q (34323.190000 sec): 3 clusters
  Score: Raw -409093.915397 + Penalty 8995.697131 = -400098.218266
  nChanged 7
		SP:Iteration 37Q (34323.210000 sec): 3 clusters
  Score: Raw -409108.412512 + Penalty 8995.697131 = -400112.715382
  nChanged 5
		SP:Iteration 38Q (34323.210000 sec): 3 clusters
  Score: Raw -409117.375461 + Penalty 8995.697131 = -400121.678330
  nChanged 5
		SP:Iteration 39Q (34323.220000 sec): 3 clusters
  Score: Raw -409127.041595 + Penalty 8995.697131 = -400131.344465
  nChanged 6
		SP:Iteration 40F (34323.230000 sec): 3 clusters
  Score: Raw -409137.594543 + Penalty 8995.697131 = -400141.897412
  nChanged 5
		SP:Iteration 41Q (34323.250000 sec): 3 clusters
  Score: Raw -409150.573869 + Penalty 8995.697131 = -400154.876738
  nChanged 3
		SP:Iteration 42Q (34323.250000 sec): 3 clusters
  Score: Raw -409156.872263 + Penalty 8995.697131 = -400161.175133
  nChanged 3
		SP:Iteration 43Q (34323.260000 sec): 3 clusters
  Score: Raw -409163.776755 + Penalty 8995.697131 = -400168.079624
  nChanged 3
		SP:Iteration 44Q (34323.270000 sec): 3 clusters
  Score: Raw -409168.340368 + Penalty 8995.697131 = -400172.643237
  nChanged 4
		SP:Iteration 45Q (34323.280000 sec): 3 clusters
  Score: Raw -409184.131304 + Penalty 8995.697131 = -400188.434174
  nChanged 3
		SP:Iteration 46Q (34323.290000 sec): 3 clusters
  Score: Raw -409189.015904 + Penalty 8995.697131 = -400193.318774
  nChanged 1
		SP:Iteration 47Q (34323.300000 sec): 3 clusters
  Score: Raw -409197.036972 + Penalty 8995.697131 = -400201.339841
  nChanged 0
		SP:Iteration 48F (34323.310000 sec): 3 clusters
  Score: Raw -409197.036972 + Penalty 8995.697131 = -400201.339841
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (68484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34323.800000 sec): 2 clusters
  Score: Raw -18175446.085220 + Penalty 6819.792695 = -18168626.292525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34324.330000 sec): 3 clusters
  Score: Raw -18134757.079943 + Penalty 13639.585390 = -18121117.494553
  nChanged 30650
		SP:Iteration 1F (34324.850000 sec): 3 clusters
  Score: Raw -18151289.125217 + Penalty 13639.585390 = -18137649.539827
  nChanged 3480
		SP:Iteration 2F (34325.380000 sec): 3 clusters
  Score: Raw -18152553.874766 + Penalty 13639.585390 = -18138914.289376
  nChanged 3238
		SP:Iteration 3Q (34325.910000 sec): 3 clusters
  Score: Raw -18153774.043233 + Penalty 13639.585390 = -18140134.457843
  nChanged 3330
		SP:Iteration 4Q (34326.440000 sec): 3 clusters
  Score: Raw -18155300.026219 + Penalty 13639.585390 = -18141660.440830
  nChanged 3829
		SP:Iteration 5F (34326.970000 sec): 3 clusters
  Score: Raw -18157528.535842 + Penalty 13639.585390 = -18143888.950452
  nChanged 4489
		SP:Iteration 6F (34327.490000 sec): 3 clusters
  Score: Raw -18160613.540801 + Penalty 13639.585390 = -18146973.955411
  nChanged 4732
		SP:Iteration 7F (34328.020000 sec): 3 clusters
  Score: Raw -18164216.607478 + Penalty 13639.585390 = -18150577.022088
  nChanged 4445
		SP:Iteration 8F (34328.550000 sec): 3 clusters
  Score: Raw -18167735.867110 + Penalty 13639.585390 = -18154096.281721
  nChanged 3714
		SP:Iteration 9F (34329.070000 sec): 3 clusters
  Score: Raw -18170595.308792 + Penalty 13639.585390 = -18156955.723402
  nChanged 2744
		SP:Iteration 10Q (34329.600000 sec): 3 clusters
  Score: Raw -18172578.469381 + Penalty 13639.585390 = -18158938.883991
  nChanged 1949
		SP:Iteration 11Q (34330.110000 sec): 3 clusters
  Score: Raw -18173967.267999 + Penalty 13639.585390 = -18160327.682609
  nChanged 1315
		SP:Iteration 12Q (34330.610000 sec): 3 clusters
  Score: Raw -18174854.926443 + Penalty 13639.585390 = -18161215.341053
  nChanged 805
		SP:Iteration 13Q (34331.100000 sec): 3 clusters
  Score: Raw -18175388.436846 + Penalty 13639.585390 = -18161748.851456
  nChanged 544
		SP:Iteration 14Q (34331.560000 sec): 3 clusters
  Score: Raw -18175739.382959 + Penalty 13639.585390 = -18162099.797569
  nChanged 351
		SP:Iteration 15Q (34332.020000 sec): 3 clusters
  Score: Raw -18175959.739341 + Penalty 13639.585390 = -18162320.153951
  nChanged 254
		SP:Iteration 16Q (34332.460000 sec): 3 clusters
  Score: Raw -18176120.611329 + Penalty 13639.585390 = -18162481.025939
  nChanged 211
		SP:Iteration 17Q (34332.890000 sec): 3 clusters
  Score: Raw -18176257.177060 + Penalty 13639.585390 = -18162617.591670
  nChanged 172
		SP:Iteration 18Q (34333.310000 sec): 3 clusters
  Score: Raw -18176365.822349 + Penalty 13639.585390 = -18162726.236959
  nChanged 103
		SP:Iteration 19Q (34333.730000 sec): 3 clusters
  Score: Raw -18176425.414020 + Penalty 13639.585390 = -18162785.828630
  nChanged 94
		SP:Iteration 20F (34334.250000 sec): 3 clusters
  Score: Raw -18176478.611464 + Penalty 13639.585390 = -18162839.026074
  nChanged 76
		SP:Iteration 21Q (34334.660000 sec): 3 clusters
  Score: Raw -18176517.989849 + Penalty 13639.585390 = -18162878.404459
  nChanged 48
		SP:Iteration 22Q (34335.070000 sec): 3 clusters
  Score: Raw -18176545.246133 + Penalty 13639.585390 = -18162905.660744
  nChanged 36
		SP:Iteration 23Q (34335.470000 sec): 3 clusters
  Score: Raw -18176562.611976 + Penalty 13639.585390 = -18162923.026586
  nChanged 26
		SP:Iteration 24Q (34335.880000 sec): 3 clusters
  Score: Raw -18176576.087430 + Penalty 13639.585390 = -18162936.502040
  nChanged 28
		SP:Iteration 25Q (34336.280000 sec): 3 clusters
  Score: Raw -18176590.407577 + Penalty 13639.585390 = -18162950.822187
  nChanged 19
		SP:Iteration 26Q (34336.680000 sec): 3 clusters
  Score: Raw -18176600.317436 + Penalty 13639.585390 = -18162960.732046
  nChanged 18
		SP:Iteration 27Q (34337.080000 sec): 3 clusters
  Score: Raw -18176609.018358 + Penalty 13639.585390 = -18162969.432968
  nChanged 14
		SP:Iteration 28Q (34337.480000 sec): 3 clusters
  Score: Raw -18176615.808796 + Penalty 13639.585390 = -18162976.223406
  nChanged 10
		SP:Iteration 29Q (34337.880000 sec): 3 clusters
  Score: Raw -18176621.191926 + Penalty 13639.585390 = -18162981.606536
  nChanged 11
		SP:Iteration 30Q (34338.280000 sec): 3 clusters
  Score: Raw -18176626.395887 + Penalty 13639.585390 = -18162986.810498
  nChanged 3
		SP:Iteration 31Q (34338.680000 sec): 3 clusters
  Score: Raw -18176627.958059 + Penalty 13639.585390 = -18162988.372669
  nChanged 6
		SP:Iteration 32Q (34339.080000 sec): 3 clusters
  Score: Raw -18176631.062949 + Penalty 13639.585390 = -18162991.477559
  nChanged 10
		SP:Iteration 33Q (34339.480000 sec): 3 clusters
  Score: Raw -18176636.091132 + Penalty 13639.585390 = -18162996.505743
  nChanged 9
		SP:Iteration 34Q (34339.880000 sec): 3 clusters
  Score: Raw -18176639.639971 + Penalty 13639.585390 = -18163000.054581
  nChanged 5
		SP:Iteration 35Q (34340.280000 sec): 3 clusters
  Score: Raw -18176641.783993 + Penalty 13639.585390 = -18163002.198603
  nChanged 6
		SP:Iteration 36Q (34340.680000 sec): 3 clusters
  Score: Raw -18176644.243386 + Penalty 13639.585390 = -18163004.657996
  nChanged 8
		SP:Iteration 37Q (34341.070000 sec): 3 clusters
  Score: Raw -18176647.441970 + Penalty 13639.585390 = -18163007.856581
  nChanged 1
		SP:Iteration 38Q (34341.470000 sec): 3 clusters
  Score: Raw -18176647.967860 + Penalty 13639.585390 = -18163008.382470
  nChanged 1
		SP:Iteration 39Q (34341.870000 sec): 3 clusters
  Score: Raw -18176648.527429 + Penalty 13639.585390 = -18163008.942039
  nChanged 2
		SP:Iteration 40F (34342.390000 sec): 3 clusters
  Score: Raw -18176649.247698 + Penalty 13639.585390 = -18163009.662308
  nChanged 1
		SP:Iteration 41Q (34342.790000 sec): 3 clusters
  Score: Raw -18176649.863580 + Penalty 13639.585390 = -18163010.278190
  nChanged 3
		SP:Iteration 42Q (34343.190000 sec): 3 clusters
  Score: Raw -18176650.896529 + Penalty 13639.585390 = -18163011.311139
  nChanged 1
		SP:Iteration 43Q (34343.590000 sec): 3 clusters
  Score: Raw -18176651.241489 + Penalty 13639.585390 = -18163011.656099
  nChanged 1
		SP:Iteration 44Q (34344.000000 sec): 3 clusters
  Score: Raw -18176651.619054 + Penalty 13639.585390 = -18163012.033664
  nChanged 1
		SP:Iteration 45Q (34344.400000 sec): 3 clusters
  Score: Raw -18176652.080792 + Penalty 13639.585390 = -18163012.495402
  nChanged 1
		SP:Iteration 46Q (34344.800000 sec): 3 clusters
  Score: Raw -18176652.394303 + Penalty 13639.585390 = -18163012.808913
  nChanged 0
		SP:Iteration 47F (34345.320000 sec): 3 clusters
  Score: Raw -18176652.394303 + Penalty 13639.585390 = -18163012.808913
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34345.380000 sec): 2 clusters
  Score: Raw -126812.064284 + Penalty 3858.106414 = -122953.957870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34345.380000 sec): 3 clusters
  Score: Raw -127591.738501 + Penalty 7716.212827 = -119875.525674
  nChanged 77
		SP:Iteration 1F (34345.380000 sec): 3 clusters
  Score: Raw -127928.254644 + Penalty 7716.212827 = -120212.041817
  nChanged 28
		SP:Iteration 2F (34345.390000 sec): 3 clusters
  Score: Raw -128061.619433 + Penalty 7716.212827 = -120345.406605
  nChanged 10
		SP:Iteration 3Q (34345.390000 sec): 3 clusters
  Score: Raw -128097.465608 + Penalty 7716.212827 = -120381.252781
  nChanged 6
		SP:Iteration 4Q (34345.400000 sec): 3 clusters
  Score: Raw -128119.137039 + Penalty 7716.212827 = -120402.924212
  nChanged 2
		SP:Iteration 5Q (34345.400000 sec): 3 clusters
  Score: Raw -128123.370974 + Penalty 7716.212827 = -120407.158147
  nChanged 0
		SP:Iteration 6F (34345.400000 sec): 3 clusters
  Score: Raw -128123.370974 + Penalty 7716.212827 = -120407.158147
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (10170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34345.480000 sec): 2 clusters
  Score: Raw -2603825.140979 + Penalty 5651.658462 = -2598173.482517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34345.560000 sec): 3 clusters
  Score: Raw -2599099.796628 + Penalty 11303.316924 = -2587796.479704
  nChanged 3736
		SP:Iteration 1F (34345.630000 sec): 3 clusters
  Score: Raw -2601259.865521 + Penalty 11303.316924 = -2589956.548597
  nChanged 793
		SP:Iteration 2F (34345.710000 sec): 3 clusters
  Score: Raw -2601805.198896 + Penalty 11303.316924 = -2590501.881972
  nChanged 579
		SP:Iteration 3F (34345.790000 sec): 3 clusters
  Score: Raw -2602196.860941 + Penalty 11303.316924 = -2590893.544017
  nChanged 422
		SP:Iteration 4Q (34345.870000 sec): 3 clusters
  Score: Raw -2602478.910998 + Penalty 11303.316924 = -2591175.594074
  nChanged 367
		SP:Iteration 5Q (34345.940000 sec): 3 clusters
  Score: Raw -2602751.865947 + Penalty 11303.316924 = -2591448.549023
  nChanged 344
		SP:Iteration 6Q (34346.020000 sec): 3 clusters
  Score: Raw -2603048.873370 + Penalty 11303.316924 = -2591745.556446
  nChanged 355
		SP:Iteration 7Q (34346.100000 sec): 3 clusters
  Score: Raw -2603324.673251 + Penalty 11303.316924 = -2592021.356327
  nChanged 332
		SP:Iteration 8Q (34346.170000 sec): 3 clusters
  Score: Raw -2603553.918534 + Penalty 11303.316924 = -2592250.601609
  nChanged 286
		SP:Iteration 9Q (34346.250000 sec): 3 clusters
  Score: Raw -2603735.881749 + Penalty 11303.316924 = -2592432.564824
  nChanged 252
		SP:Iteration 10Q (34346.320000 sec): 3 clusters
  Score: Raw -2603888.715298 + Penalty 11303.316924 = -2592585.398373
  nChanged 236
		SP:Iteration 11Q (34346.400000 sec): 3 clusters
  Score: Raw -2604027.778971 + Penalty 11303.316924 = -2592724.462047
  nChanged 214
		SP:Iteration 12Q (34346.470000 sec): 3 clusters
  Score: Raw -2604155.521264 + Penalty 11303.316924 = -2592852.204340
  nChanged 217
		SP:Iteration 13Q (34346.550000 sec): 3 clusters
  Score: Raw -2604289.639499 + Penalty 11303.316924 = -2592986.322575
  nChanged 202
		SP:Iteration 14Q (34346.620000 sec): 3 clusters
  Score: Raw -2604401.772814 + Penalty 11303.316924 = -2593098.455890
  nChanged 191
		SP:Iteration 15Q (34346.700000 sec): 3 clusters
  Score: Raw -2604513.325296 + Penalty 11303.316924 = -2593210.008372
  nChanged 156
		SP:Iteration 16Q (34346.770000 sec): 3 clusters
  Score: Raw -2604606.592429 + Penalty 11303.316924 = -2593303.275505
  nChanged 165
		SP:Iteration 17Q (34346.840000 sec): 3 clusters
  Score: Raw -2604696.572403 + Penalty 11303.316924 = -2593393.255479
  nChanged 140
		SP:Iteration 18Q (34346.920000 sec): 3 clusters
  Score: Raw -2604769.648258 + Penalty 11303.316924 = -2593466.331334
  nChanged 138
		SP:Iteration 19Q (34346.990000 sec): 3 clusters
  Score: Raw -2604842.387957 + Penalty 11303.316924 = -2593539.071033
  nChanged 117
		SP:Iteration 20F (34347.070000 sec): 3 clusters
  Score: Raw -2604899.945003 + Penalty 11303.316924 = -2593596.628079
  nChanged 110
		SP:Iteration 21Q (34347.140000 sec): 3 clusters
  Score: Raw -2604954.580772 + Penalty 11303.316924 = -2593651.263848
  nChanged 105
		SP:Iteration 22Q (34347.220000 sec): 3 clusters
  Score: Raw -2605011.447863 + Penalty 11303.316924 = -2593708.130939
  nChanged 105
		SP:Iteration 23Q (34347.290000 sec): 3 clusters
  Score: Raw -2605073.080022 + Penalty 11303.316924 = -2593769.763098
  nChanged 114
		SP:Iteration 24Q (34347.360000 sec): 3 clusters
  Score: Raw -2605137.677294 + Penalty 11303.316924 = -2593834.360370
  nChanged 105
		SP:Iteration 25Q (34347.440000 sec): 3 clusters
  Score: Raw -2605193.404725 + Penalty 11303.316924 = -2593890.087800
  nChanged 100
		SP:Iteration 26Q (34347.510000 sec): 3 clusters
  Score: Raw -2605249.178987 + Penalty 11303.316924 = -2593945.862063
  nChanged 116
		SP:Iteration 27Q (34347.580000 sec): 3 clusters
  Score: Raw -2605313.873228 + Penalty 11303.316924 = -2594010.556304
  nChanged 113
		SP:Iteration 28Q (34347.660000 sec): 3 clusters
  Score: Raw -2605376.472600 + Penalty 11303.316924 = -2594073.155676
  nChanged 98
		SP:Iteration 29Q (34347.730000 sec): 3 clusters
  Score: Raw -2605427.705161 + Penalty 11303.316924 = -2594124.388237
  nChanged 89
		SP:Iteration 30Q (34347.800000 sec): 3 clusters
  Score: Raw -2605480.349944 + Penalty 11303.316924 = -2594177.033020
  nChanged 104
		SP:Iteration 31Q (34347.870000 sec): 3 clusters
  Score: Raw -2605540.438462 + Penalty 11303.316924 = -2594237.121538
  nChanged 95
		SP:Iteration 32Q (34347.940000 sec): 3 clusters
  Score: Raw -2605592.977964 + Penalty 11303.316924 = -2594289.661040
  nChanged 85
		SP:Iteration 33Q (34348.020000 sec): 3 clusters
  Score: Raw -2605643.045315 + Penalty 11303.316924 = -2594339.728391
  nChanged 80
		SP:Iteration 34Q (34348.080000 sec): 3 clusters
  Score: Raw -2605696.360755 + Penalty 11303.316924 = -2594393.043831
  nChanged 79
		SP:Iteration 35Q (34348.160000 sec): 3 clusters
  Score: Raw -2605738.142264 + Penalty 11303.316924 = -2594434.825340
  nChanged 70
		SP:Iteration 36Q (34348.230000 sec): 3 clusters
  Score: Raw -2605774.683789 + Penalty 11303.316924 = -2594471.366865
  nChanged 60
		SP:Iteration 37Q (34348.300000 sec): 3 clusters
  Score: Raw -2605811.476497 + Penalty 11303.316924 = -2594508.159573
  nChanged 69
		SP:Iteration 38Q (34348.370000 sec): 3 clusters
  Score: Raw -2605852.374356 + Penalty 11303.316924 = -2594549.057432
  nChanged 64
		SP:Iteration 39Q (34348.440000 sec): 3 clusters
  Score: Raw -2605888.125112 + Penalty 11303.316924 = -2594584.808188
  nChanged 69
		SP:Iteration 40F (34348.520000 sec): 3 clusters
  Score: Raw -2605929.646838 + Penalty 11303.316924 = -2594626.329914
  nChanged 70
		SP:Iteration 41Q (34348.580000 sec): 3 clusters
  Score: Raw -2605971.144879 + Penalty 11303.316924 = -2594667.827955
  nChanged 65
		SP:Iteration 42Q (34348.650000 sec): 3 clusters
  Score: Raw -2606003.317152 + Penalty 11303.316924 = -2594700.000228
  nChanged 61
		SP:Iteration 43Q (34348.720000 sec): 3 clusters
  Score: Raw -2606036.959370 + Penalty 11303.316924 = -2594733.642446
  nChanged 42
		SP:Iteration 44Q (34348.790000 sec): 3 clusters
  Score: Raw -2606056.255471 + Penalty 11303.316924 = -2594752.938547
  nChanged 29
		SP:Iteration 45Q (34348.860000 sec): 3 clusters
  Score: Raw -2606067.982532 + Penalty 11303.316924 = -2594764.665608
  nChanged 24
		SP:Iteration 46Q (34348.920000 sec): 3 clusters
  Score: Raw -2606077.887676 + Penalty 11303.316924 = -2594774.570752
  nChanged 22
		SP:Iteration 47Q (34348.990000 sec): 3 clusters
  Score: Raw -2606085.414591 + Penalty 11303.316924 = -2594782.097667
  nChanged 15
		SP:Iteration 48Q (34349.060000 sec): 3 clusters
  Score: Raw -2606090.093762 + Penalty 11303.316924 = -2594786.776838
  nChanged 12
		SP:Iteration 49Q (34349.120000 sec): 3 clusters
  Score: Raw -2606093.993468 + Penalty 11303.316924 = -2594790.676544
  nChanged 10
		SP:Iteration 50Q (34349.190000 sec): 3 clusters
  Score: Raw -2606099.017020 + Penalty 11303.316924 = -2594795.700096
  nChanged 10
		SP:Iteration 51Q (34349.260000 sec): 3 clusters
  Score: Raw -2606102.306528 + Penalty 11303.316924 = -2594798.989604
  nChanged 6
		SP:Iteration 52Q (34349.330000 sec): 3 clusters
  Score: Raw -2606104.085726 + Penalty 11303.316924 = -2594800.768802
  nChanged 4
		SP:Iteration 53Q (34349.390000 sec): 3 clusters
  Score: Raw -2606106.604181 + Penalty 11303.316924 = -2594803.287257
  nChanged 6
		SP:Iteration 54Q (34349.460000 sec): 3 clusters
  Score: Raw -2606111.701904 + Penalty 11303.316924 = -2594808.384980
  nChanged 14
		SP:Iteration 55Q (34349.530000 sec): 3 clusters
  Score: Raw -2606118.447569 + Penalty 11303.316924 = -2594815.130645
  nChanged 10
		SP:Iteration 56Q (34349.600000 sec): 3 clusters
  Score: Raw -2606123.806603 + Penalty 11303.316924 = -2594820.489679
  nChanged 11
		SP:Iteration 57Q (34349.660000 sec): 3 clusters
  Score: Raw -2606127.788455 + Penalty 11303.316924 = -2594824.471530
  nChanged 9
		SP:Iteration 58Q (34349.730000 sec): 3 clusters
  Score: Raw -2606131.527724 + Penalty 11303.316924 = -2594828.210800
  nChanged 7
		SP:Iteration 59Q (34349.800000 sec): 3 clusters
  Score: Raw -2606134.356465 + Penalty 11303.316924 = -2594831.039541
  nChanged 7
		SP:Iteration 60F (34349.870000 sec): 3 clusters
  Score: Raw -2606137.266826 + Penalty 11303.316924 = -2594833.949902
  nChanged 5
		SP:Iteration 61Q (34349.940000 sec): 3 clusters
  Score: Raw -2606139.173425 + Penalty 11303.316924 = -2594835.856501
  nChanged 3
		SP:Iteration 62Q (34350.010000 sec): 3 clusters
  Score: Raw -2606140.264519 + Penalty 11303.316924 = -2594836.947595
  nChanged 3
		SP:Iteration 63Q (34350.070000 sec): 3 clusters
  Score: Raw -2606141.417963 + Penalty 11303.316924 = -2594838.101039
  nChanged 1
		SP:Iteration 64Q (34350.140000 sec): 3 clusters
  Score: Raw -2606141.581327 + Penalty 11303.316924 = -2594838.264403
  nChanged 0
		SP:Iteration 65F (34350.220000 sec): 3 clusters
  Score: Raw -2606141.581327 + Penalty 11303.316924 = -2594838.264403
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34350.320000 sec): 2 clusters
  Score: Raw -3650599.685540 + Penalty 5858.005765 = -3644741.679775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34350.420000 sec): 3 clusters
  Score: Raw -3643608.485859 + Penalty 11716.011529 = -3631892.474330
  nChanged 5589
		SP:Iteration 1F (34350.530000 sec): 3 clusters
  Score: Raw -3647347.932991 + Penalty 11716.011529 = -3635631.921461
  nChanged 1309
		SP:Iteration 2F (34350.640000 sec): 3 clusters
  Score: Raw -3648842.676232 + Penalty 11716.011529 = -3637126.664703
  nChanged 1192
		SP:Iteration 3F (34350.750000 sec): 3 clusters
  Score: Raw -3650241.927734 + Penalty 11716.011529 = -3638525.916205
  nChanged 1118
		SP:Iteration 4F (34350.860000 sec): 3 clusters
  Score: Raw -3651437.790280 + Penalty 11716.011529 = -3639721.778751
  nChanged 926
		SP:Iteration 5F (34350.970000 sec): 3 clusters
  Score: Raw -3652307.333442 + Penalty 11716.011529 = -3640591.321912
  nChanged 718
		SP:Iteration 6F (34351.080000 sec): 3 clusters
  Score: Raw -3652858.573621 + Penalty 11716.011529 = -3641142.562091
  nChanged 543
		SP:Iteration 7Q (34351.180000 sec): 3 clusters
  Score: Raw -3653206.200665 + Penalty 11716.011529 = -3641490.189136
  nChanged 386
		SP:Iteration 8Q (34351.280000 sec): 3 clusters
  Score: Raw -3653397.903976 + Penalty 11716.011529 = -3641681.892447
  nChanged 263
		SP:Iteration 9Q (34351.380000 sec): 3 clusters
  Score: Raw -3653510.026811 + Penalty 11716.011529 = -3641794.015282
  nChanged 173
		SP:Iteration 10Q (34351.490000 sec): 3 clusters
  Score: Raw -3653573.976154 + Penalty 11716.011529 = -3641857.964624
  nChanged 145
		SP:Iteration 11Q (34351.590000 sec): 3 clusters
  Score: Raw -3653623.524487 + Penalty 11716.011529 = -3641907.512958
  nChanged 96
		SP:Iteration 12Q (34351.690000 sec): 3 clusters
  Score: Raw -3653655.883055 + Penalty 11716.011529 = -3641939.871525
  nChanged 62
		SP:Iteration 13Q (34351.800000 sec): 3 clusters
  Score: Raw -3653674.594689 + Penalty 11716.011529 = -3641958.583159
  nChanged 57
		SP:Iteration 14Q (34351.900000 sec): 3 clusters
  Score: Raw -3653690.781177 + Penalty 11716.011529 = -3641974.769647
  nChanged 43
		SP:Iteration 15Q (34352.000000 sec): 3 clusters
  Score: Raw -3653702.548214 + Penalty 11716.011529 = -3641986.536685
  nChanged 42
		SP:Iteration 16Q (34352.100000 sec): 3 clusters
  Score: Raw -3653711.943446 + Penalty 11716.011529 = -3641995.931916
  nChanged 26
		SP:Iteration 17Q (34352.210000 sec): 3 clusters
  Score: Raw -3653718.076492 + Penalty 11716.011529 = -3642002.064963
  nChanged 20
		SP:Iteration 18Q (34352.310000 sec): 3 clusters
  Score: Raw -3653722.197667 + Penalty 11716.011529 = -3642006.186138
  nChanged 17
		SP:Iteration 19Q (34352.420000 sec): 3 clusters
  Score: Raw -3653726.708068 + Penalty 11716.011529 = -3642010.696538
  nChanged 19
		SP:Iteration 20F (34352.530000 sec): 3 clusters
  Score: Raw -3653731.803329 + Penalty 11716.011529 = -3642015.791800
  nChanged 20
		SP:Iteration 21Q (34352.630000 sec): 3 clusters
  Score: Raw -3653735.925648 + Penalty 11716.011529 = -3642019.914119
  nChanged 13
		SP:Iteration 22Q (34352.730000 sec): 3 clusters
  Score: Raw -3653738.913512 + Penalty 11716.011529 = -3642022.901982
  nChanged 7
		SP:Iteration 23Q (34352.830000 sec): 3 clusters
  Score: Raw -3653740.324927 + Penalty 11716.011529 = -3642024.313397
  nChanged 3
		SP:Iteration 24Q (34352.940000 sec): 3 clusters
  Score: Raw -3653740.738230 + Penalty 11716.011529 = -3642024.726700
  nChanged 3
		SP:Iteration 25Q (34353.040000 sec): 3 clusters
  Score: Raw -3653741.329972 + Penalty 11716.011529 = -3642025.318443
  nChanged 7
		SP:Iteration 26Q (34353.140000 sec): 3 clusters
  Score: Raw -3653743.057869 + Penalty 11716.011529 = -3642027.046339
  nChanged 7
		SP:Iteration 27Q (34353.250000 sec): 3 clusters
  Score: Raw -3653744.405850 + Penalty 11716.011529 = -3642028.394321
  nChanged 3
		SP:Iteration 28Q (34353.350000 sec): 3 clusters
  Score: Raw -3653744.991527 + Penalty 11716.011529 = -3642028.979998
  nChanged 3
		SP:Iteration 29Q (34353.450000 sec): 3 clusters
  Score: Raw -3653745.352713 + Penalty 11716.011529 = -3642029.341184
  nChanged 0
		SP:Iteration 30F (34353.560000 sec): 3 clusters
  Score: Raw -3653745.352713 + Penalty 11716.011529 = -3642029.341184
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34354.000000 sec): 2 clusters
  Score: Raw -16637128.708727 + Penalty 6761.678992 = -16630367.029735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34354.480000 sec): 3 clusters
  Score: Raw -16600289.058603 + Penalty 13523.357984 = -16586765.700619
  nChanged 27795
		SP:Iteration 1F (34354.950000 sec): 3 clusters
  Score: Raw -16615259.857580 + Penalty 13523.357984 = -16601736.499596
  nChanged 3253
		SP:Iteration 2F (34355.430000 sec): 3 clusters
  Score: Raw -16616388.021225 + Penalty 13523.357984 = -16602864.663240
  nChanged 2765
		SP:Iteration 3Q (34355.900000 sec): 3 clusters
  Score: Raw -16617378.038386 + Penalty 13523.357984 = -16603854.680401
  nChanged 2695
		SP:Iteration 4Q (34356.380000 sec): 3 clusters
  Score: Raw -16618422.824634 + Penalty 13523.357984 = -16604899.466650
  nChanged 2848
		SP:Iteration 5Q (34356.860000 sec): 3 clusters
  Score: Raw -16619694.691497 + Penalty 13523.357984 = -16606171.333513
  nChanged 3132
		SP:Iteration 6F (34357.330000 sec): 3 clusters
  Score: Raw -16621370.719825 + Penalty 13523.357984 = -16607847.361841
  nChanged 3692
		SP:Iteration 7F (34357.810000 sec): 3 clusters
  Score: Raw -16623691.912262 + Penalty 13523.357984 = -16610168.554278
  nChanged 3959
		SP:Iteration 8F (34358.280000 sec): 3 clusters
  Score: Raw -16626382.973436 + Penalty 13523.357984 = -16612859.615452
  nChanged 3894
		SP:Iteration 9F (34358.750000 sec): 3 clusters
  Score: Raw -16629019.130765 + Penalty 13523.357984 = -16615495.772781
  nChanged 3517
		SP:Iteration 10F (34359.220000 sec): 3 clusters
  Score: Raw -16631355.103176 + Penalty 13523.357984 = -16617831.745192
  nChanged 2860
		SP:Iteration 11Q (34359.690000 sec): 3 clusters
  Score: Raw -16633146.224582 + Penalty 13523.357984 = -16619622.866598
  nChanged 2277
		SP:Iteration 12Q (34360.170000 sec): 3 clusters
  Score: Raw -16634512.169867 + Penalty 13523.357984 = -16620988.811883
  nChanged 1812
		SP:Iteration 13Q (34360.640000 sec): 3 clusters
  Score: Raw -16635572.683842 + Penalty 13523.357984 = -16622049.325858
  nChanged 1436
		SP:Iteration 14Q (34361.110000 sec): 3 clusters
  Score: Raw -16636416.235175 + Penalty 13523.357984 = -16622892.877191
  nChanged 1111
		SP:Iteration 15Q (34361.580000 sec): 3 clusters
  Score: Raw -16637061.483905 + Penalty 13523.357984 = -16623538.125921
  nChanged 852
		SP:Iteration 16Q (34362.030000 sec): 3 clusters
  Score: Raw -16637543.148007 + Penalty 13523.357984 = -16624019.790023
  nChanged 646
		SP:Iteration 17Q (34362.480000 sec): 3 clusters
  Score: Raw -16637910.529445 + Penalty 13523.357984 = -16624387.171461
  nChanged 509
		SP:Iteration 18Q (34362.910000 sec): 3 clusters
  Score: Raw -16638199.178818 + Penalty 13523.357984 = -16624675.820834
  nChanged 384
		SP:Iteration 19Q (34363.340000 sec): 3 clusters
  Score: Raw -16638415.959003 + Penalty 13523.357984 = -16624892.601019
  nChanged 283
		SP:Iteration 20F (34363.810000 sec): 3 clusters
  Score: Raw -16638570.836848 + Penalty 13523.357984 = -16625047.478864
  nChanged 228
		SP:Iteration 21Q (34364.220000 sec): 3 clusters
  Score: Raw -16638684.617812 + Penalty 13523.357984 = -16625161.259828
  nChanged 204
		SP:Iteration 22Q (34364.620000 sec): 3 clusters
  Score: Raw -16638782.992267 + Penalty 13523.357984 = -16625259.634283
  nChanged 144
		SP:Iteration 23Q (34365.010000 sec): 3 clusters
  Score: Raw -16638844.706727 + Penalty 13523.357984 = -16625321.348743
  nChanged 110
		SP:Iteration 24Q (34365.410000 sec): 3 clusters
  Score: Raw -16638888.756205 + Penalty 13523.357984 = -16625365.398220
  nChanged 91
		SP:Iteration 25Q (34365.800000 sec): 3 clusters
  Score: Raw -16638922.583288 + Penalty 13523.357984 = -16625399.225304
  nChanged 81
		SP:Iteration 26Q (34366.190000 sec): 3 clusters
  Score: Raw -16638953.411798 + Penalty 13523.357984 = -16625430.053814
  nChanged 61
		SP:Iteration 27Q (34366.580000 sec): 3 clusters
  Score: Raw -16638975.735107 + Penalty 13523.357984 = -16625452.377123
  nChanged 58
		SP:Iteration 28Q (34366.970000 sec): 3 clusters
  Score: Raw -16638994.833242 + Penalty 13523.357984 = -16625471.475258
  nChanged 35
		SP:Iteration 29Q (34367.360000 sec): 3 clusters
  Score: Raw -16639007.550935 + Penalty 13523.357984 = -16625484.192951
  nChanged 28
		SP:Iteration 30Q (34367.740000 sec): 3 clusters
  Score: Raw -16639017.805202 + Penalty 13523.357984 = -16625494.447218
  nChanged 32
		SP:Iteration 31Q (34368.130000 sec): 3 clusters
  Score: Raw -16639029.935073 + Penalty 13523.357984 = -16625506.577089
  nChanged 28
		SP:Iteration 32Q (34368.520000 sec): 3 clusters
  Score: Raw -16639040.789144 + Penalty 13523.357984 = -16625517.431160
  nChanged 26
		SP:Iteration 33Q (34368.900000 sec): 3 clusters
  Score: Raw -16639050.997680 + Penalty 13523.357984 = -16625527.639696
  nChanged 24
		SP:Iteration 34Q (34369.290000 sec): 3 clusters
  Score: Raw -16639059.163169 + Penalty 13523.357984 = -16625535.805185
  nChanged 21
		SP:Iteration 35Q (34369.670000 sec): 3 clusters
  Score: Raw -16639065.675480 + Penalty 13523.357984 = -16625542.317496
  nChanged 22
		SP:Iteration 36Q (34370.050000 sec): 3 clusters
  Score: Raw -16639073.904392 + Penalty 13523.357984 = -16625550.546408
  nChanged 19
		SP:Iteration 37Q (34370.440000 sec): 3 clusters
  Score: Raw -16639079.918653 + Penalty 13523.357984 = -16625556.560669
  nChanged 11
		SP:Iteration 38Q (34370.820000 sec): 3 clusters
  Score: Raw -16639083.462747 + Penalty 13523.357984 = -16625560.104763
  nChanged 7
		SP:Iteration 39Q (34371.200000 sec): 3 clusters
  Score: Raw -16639085.698497 + Penalty 13523.357984 = -16625562.340513
  nChanged 8
		SP:Iteration 40F (34371.670000 sec): 3 clusters
  Score: Raw -16639088.132918 + Penalty 13523.357984 = -16625564.774934
  nChanged 5
		SP:Iteration 41Q (34372.060000 sec): 3 clusters
  Score: Raw -16639089.706256 + Penalty 13523.357984 = -16625566.348272
  nChanged 6
		SP:Iteration 42Q (34372.440000 sec): 3 clusters
  Score: Raw -16639092.048896 + Penalty 13523.357984 = -16625568.690912
  nChanged 5
		SP:Iteration 43Q (34372.820000 sec): 3 clusters
  Score: Raw -16639093.730052 + Penalty 13523.357984 = -16625570.372068
  nChanged 6
		SP:Iteration 44Q (34373.210000 sec): 3 clusters
  Score: Raw -16639095.666108 + Penalty 13523.357984 = -16625572.308124
  nChanged 5
		SP:Iteration 45Q (34373.590000 sec): 3 clusters
  Score: Raw -16639097.081505 + Penalty 13523.357984 = -16625573.723521
  nChanged 4
		SP:Iteration 46Q (34373.970000 sec): 3 clusters
  Score: Raw -16639098.445439 + Penalty 13523.357984 = -16625575.087455
  nChanged 6
		SP:Iteration 47Q (34374.360000 sec): 3 clusters
  Score: Raw -16639100.251885 + Penalty 13523.357984 = -16625576.893901
  nChanged 2
		SP:Iteration 48Q (34374.740000 sec): 3 clusters
  Score: Raw -16639100.912620 + Penalty 13523.357984 = -16625577.554636
  nChanged 2
		SP:Iteration 49Q (34375.120000 sec): 3 clusters
  Score: Raw -16639101.671620 + Penalty 13523.357984 = -16625578.313636
  nChanged 1
		SP:Iteration 50Q (34375.500000 sec): 3 clusters
  Score: Raw -16639102.138145 + Penalty 13523.357984 = -16625578.780161
  nChanged 3
		SP:Iteration 51Q (34375.890000 sec): 3 clusters
  Score: Raw -16639102.792979 + Penalty 13523.357984 = -16625579.434995
  nChanged 1
		SP:Iteration 52Q (34376.270000 sec): 3 clusters
  Score: Raw -16639103.152215 + Penalty 13523.357984 = -16625579.794231
  nChanged 3
		SP:Iteration 53Q (34376.660000 sec): 3 clusters
  Score: Raw -16639104.104395 + Penalty 13523.357984 = -16625580.746411
  nChanged 3
		SP:Iteration 54Q (34377.040000 sec): 3 clusters
  Score: Raw -16639104.713755 + Penalty 13523.357984 = -16625581.355771
  nChanged 0
		SP:Iteration 55F (34377.500000 sec): 3 clusters
  Score: Raw -16639104.713755 + Penalty 13523.357984 = -16625581.355771
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (16795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34377.650000 sec): 2 clusters
  Score: Raw -4450103.661417 + Penalty 5958.912358 = -4444144.749060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34377.780000 sec): 3 clusters
  Score: Raw -4441608.370321 + Penalty 11917.824715 = -4429690.545606
  nChanged 6670
		SP:Iteration 1F (34377.910000 sec): 3 clusters
  Score: Raw -4445258.940011 + Penalty 11917.824715 = -4433341.115296
  nChanged 1143
		SP:Iteration 2F (34378.040000 sec): 3 clusters
  Score: Raw -4445889.861294 + Penalty 11917.824715 = -4433972.036579
  nChanged 908
		SP:Iteration 3F (34378.160000 sec): 3 clusters
  Score: Raw -4446406.254767 + Penalty 11917.824715 = -4434488.430052
  nChanged 819
		SP:Iteration 4Q (34378.290000 sec): 3 clusters
  Score: Raw -4446873.899038 + Penalty 11917.824715 = -4434956.074323
  nChanged 733
		SP:Iteration 5Q (34378.420000 sec): 3 clusters
  Score: Raw -4447321.568080 + Penalty 11917.824715 = -4435403.743365
  nChanged 715
		SP:Iteration 6Q (34378.550000 sec): 3 clusters
  Score: Raw -4447780.395640 + Penalty 11917.824715 = -4435862.570925
  nChanged 725
		SP:Iteration 7Q (34378.680000 sec): 3 clusters
  Score: Raw -4448255.504734 + Penalty 11917.824715 = -4436337.680019
  nChanged 737
		SP:Iteration 8Q (34378.800000 sec): 3 clusters
  Score: Raw -4448715.354674 + Penalty 11917.824715 = -4436797.529959
  nChanged 706
		SP:Iteration 9Q (34378.930000 sec): 3 clusters
  Score: Raw -4449163.640109 + Penalty 11917.824715 = -4437245.815394
  nChanged 619
		SP:Iteration 10Q (34379.060000 sec): 3 clusters
  Score: Raw -4449519.970878 + Penalty 11917.824715 = -4437602.146163
  nChanged 484
		SP:Iteration 11Q (34379.190000 sec): 3 clusters
  Score: Raw -4449781.681282 + Penalty 11917.824715 = -4437863.856567
  nChanged 405
		SP:Iteration 12Q (34379.320000 sec): 3 clusters
  Score: Raw -4449989.025992 + Penalty 11917.824715 = -4438071.201277
  nChanged 360
		SP:Iteration 13Q (34379.440000 sec): 3 clusters
  Score: Raw -4450153.902239 + Penalty 11917.824715 = -4438236.077524
  nChanged 261
		SP:Iteration 14Q (34379.570000 sec): 3 clusters
  Score: Raw -4450263.204197 + Penalty 11917.824715 = -4438345.379482
  nChanged 191
		SP:Iteration 15Q (34379.700000 sec): 3 clusters
  Score: Raw -4450335.728742 + Penalty 11917.824715 = -4438417.904027
  nChanged 152
		SP:Iteration 16Q (34379.820000 sec): 3 clusters
  Score: Raw -4450399.504126 + Penalty 11917.824715 = -4438481.679411
  nChanged 176
		SP:Iteration 17Q (34379.950000 sec): 3 clusters
  Score: Raw -4450469.352671 + Penalty 11917.824715 = -4438551.527956
  nChanged 126
		SP:Iteration 18Q (34380.080000 sec): 3 clusters
  Score: Raw -4450516.570613 + Penalty 11917.824715 = -4438598.745898
  nChanged 121
		SP:Iteration 19Q (34380.210000 sec): 3 clusters
  Score: Raw -4450559.798107 + Penalty 11917.824715 = -4438641.973392
  nChanged 90
		SP:Iteration 20F (34380.340000 sec): 3 clusters
  Score: Raw -4450585.538998 + Penalty 11917.824715 = -4438667.714283
  nChanged 53
		SP:Iteration 21Q (34380.460000 sec): 3 clusters
  Score: Raw -4450601.397588 + Penalty 11917.824715 = -4438683.572873
  nChanged 47
		SP:Iteration 22Q (34380.590000 sec): 3 clusters
  Score: Raw -4450615.180898 + Penalty 11917.824715 = -4438697.356183
  nChanged 44
		SP:Iteration 23Q (34380.720000 sec): 3 clusters
  Score: Raw -4450628.480647 + Penalty 11917.824715 = -4438710.655932
  nChanged 49
		SP:Iteration 24Q (34380.840000 sec): 3 clusters
  Score: Raw -4450642.878042 + Penalty 11917.824715 = -4438725.053327
  nChanged 44
		SP:Iteration 25Q (34380.970000 sec): 3 clusters
  Score: Raw -4450657.727748 + Penalty 11917.824715 = -4438739.903033
  nChanged 58
		SP:Iteration 26Q (34381.100000 sec): 3 clusters
  Score: Raw -4450677.134926 + Penalty 11917.824715 = -4438759.310211
  nChanged 56
		SP:Iteration 27Q (34381.220000 sec): 3 clusters
  Score: Raw -4450697.186310 + Penalty 11917.824715 = -4438779.361595
  nChanged 56
		SP:Iteration 28Q (34381.350000 sec): 3 clusters
  Score: Raw -4450718.486379 + Penalty 11917.824715 = -4438800.661664
  nChanged 63
		SP:Iteration 29Q (34381.480000 sec): 3 clusters
  Score: Raw -4450741.547269 + Penalty 11917.824715 = -4438823.722554
  nChanged 50
		SP:Iteration 30Q (34381.610000 sec): 3 clusters
  Score: Raw -4450758.121630 + Penalty 11917.824715 = -4438840.296915
  nChanged 38
		SP:Iteration 31Q (34381.740000 sec): 3 clusters
  Score: Raw -4450770.654377 + Penalty 11917.824715 = -4438852.829662
  nChanged 38
		SP:Iteration 32Q (34381.860000 sec): 3 clusters
  Score: Raw -4450783.194522 + Penalty 11917.824715 = -4438865.369807
  nChanged 35
		SP:Iteration 33Q (34381.990000 sec): 3 clusters
  Score: Raw -4450795.084706 + Penalty 11917.824715 = -4438877.259991
  nChanged 42
		SP:Iteration 34Q (34382.120000 sec): 3 clusters
  Score: Raw -4450810.612100 + Penalty 11917.824715 = -4438892.787385
  nChanged 37
		SP:Iteration 35Q (34382.240000 sec): 3 clusters
  Score: Raw -4450825.044369 + Penalty 11917.824715 = -4438907.219654
  nChanged 40
		SP:Iteration 36Q (34382.370000 sec): 3 clusters
  Score: Raw -4450838.025090 + Penalty 11917.824715 = -4438920.200375
  nChanged 36
		SP:Iteration 37Q (34382.500000 sec): 3 clusters
  Score: Raw -4450849.163700 + Penalty 11917.824715 = -4438931.338985
  nChanged 23
		SP:Iteration 38Q (34382.620000 sec): 3 clusters
  Score: Raw -4450857.976690 + Penalty 11917.824715 = -4438940.151975
  nChanged 25
		SP:Iteration 39Q (34382.750000 sec): 3 clusters
  Score: Raw -4450866.080859 + Penalty 11917.824715 = -4438948.256144
  nChanged 20
		SP:Iteration 40F (34382.880000 sec): 3 clusters
  Score: Raw -4450872.883582 + Penalty 11917.824715 = -4438955.058867
  nChanged 23
		SP:Iteration 41Q (34383.000000 sec): 3 clusters
  Score: Raw -4450880.439438 + Penalty 11917.824715 = -4438962.614723
  nChanged 20
		SP:Iteration 42Q (34383.130000 sec): 3 clusters
  Score: Raw -4450887.361565 + Penalty 11917.824715 = -4438969.536850
  nChanged 13
		SP:Iteration 43Q (34383.250000 sec): 3 clusters
  Score: Raw -4450892.225841 + Penalty 11917.824715 = -4438974.401126
  nChanged 16
		SP:Iteration 44Q (34383.380000 sec): 3 clusters
  Score: Raw -4450898.514602 + Penalty 11917.824715 = -4438980.689887
  nChanged 19
		SP:Iteration 45Q (34383.500000 sec): 3 clusters
  Score: Raw -4450904.908289 + Penalty 11917.824715 = -4438987.083574
  nChanged 14
		SP:Iteration 46Q (34383.630000 sec): 3 clusters
  Score: Raw -4450909.736492 + Penalty 11917.824715 = -4438991.911777
  nChanged 19
		SP:Iteration 47Q (34383.760000 sec): 3 clusters
  Score: Raw -4450917.779954 + Penalty 11917.824715 = -4438999.955239
  nChanged 22
		SP:Iteration 48Q (34383.880000 sec): 3 clusters
  Score: Raw -4450925.536801 + Penalty 11917.824715 = -4439007.712086
  nChanged 20
		SP:Iteration 49Q (34384.010000 sec): 3 clusters
  Score: Raw -4450933.892298 + Penalty 11917.824715 = -4439016.067583
  nChanged 14
		SP:Iteration 50Q (34384.130000 sec): 3 clusters
  Score: Raw -4450939.245347 + Penalty 11917.824715 = -4439021.420632
  nChanged 14
		SP:Iteration 51Q (34384.260000 sec): 3 clusters
  Score: Raw -4450944.274571 + Penalty 11917.824715 = -4439026.449856
  nChanged 17
		SP:Iteration 52Q (34384.380000 sec): 3 clusters
  Score: Raw -4450950.326510 + Penalty 11917.824715 = -4439032.501795
  nChanged 12
		SP:Iteration 53Q (34384.510000 sec): 3 clusters
  Score: Raw -4450954.719764 + Penalty 11917.824715 = -4439036.895049
  nChanged 11
		SP:Iteration 54Q (34384.640000 sec): 3 clusters
  Score: Raw -4450958.961548 + Penalty 11917.824715 = -4439041.136833
  nChanged 10
		SP:Iteration 55Q (34384.760000 sec): 3 clusters
  Score: Raw -4450962.920830 + Penalty 11917.824715 = -4439045.096115
  nChanged 15
		SP:Iteration 56Q (34384.890000 sec): 3 clusters
  Score: Raw -4450968.523802 + Penalty 11917.824715 = -4439050.699087
  nChanged 12
		SP:Iteration 57Q (34385.010000 sec): 3 clusters
  Score: Raw -4450972.499900 + Penalty 11917.824715 = -4439054.675185
  nChanged 11
		SP:Iteration 58Q (34385.140000 sec): 3 clusters
  Score: Raw -4450975.374162 + Penalty 11917.824715 = -4439057.549447
  nChanged 13
		SP:Iteration 59Q (34385.260000 sec): 3 clusters
  Score: Raw -4450979.738418 + Penalty 11917.824715 = -4439061.913703
  nChanged 19
		SP:Iteration 60F (34385.390000 sec): 3 clusters
  Score: Raw -4450985.913715 + Penalty 11917.824715 = -4439068.089000
  nChanged 18
		SP:Iteration 61Q (34385.520000 sec): 3 clusters
  Score: Raw -4450991.266692 + Penalty 11917.824715 = -4439073.441977
  nChanged 12
		SP:Iteration 62Q (34385.640000 sec): 3 clusters
  Score: Raw -4450995.022372 + Penalty 11917.824715 = -4439077.197657
  nChanged 11
		SP:Iteration 63Q (34385.760000 sec): 3 clusters
  Score: Raw -4450999.496596 + Penalty 11917.824715 = -4439081.671881
  nChanged 17
		SP:Iteration 64Q (34385.890000 sec): 3 clusters
  Score: Raw -4451004.753108 + Penalty 11917.824715 = -4439086.928393
  nChanged 12
		SP:Iteration 65Q (34386.020000 sec): 3 clusters
  Score: Raw -4451008.369383 + Penalty 11917.824715 = -4439090.544668
  nChanged 7
		SP:Iteration 66Q (34386.140000 sec): 3 clusters
  Score: Raw -4451010.927099 + Penalty 11917.824715 = -4439093.102384
  nChanged 10
		SP:Iteration 67Q (34386.260000 sec): 3 clusters
  Score: Raw -4451015.799195 + Penalty 11917.824715 = -4439097.974480
  nChanged 11
		SP:Iteration 68Q (34386.390000 sec): 3 clusters
  Score: Raw -4451019.758912 + Penalty 11917.824715 = -4439101.934197
  nChanged 9
		SP:Iteration 69Q (34386.520000 sec): 3 clusters
  Score: Raw -4451023.174576 + Penalty 11917.824715 = -4439105.349861
  nChanged 9
		SP:Iteration 70Q (34386.640000 sec): 3 clusters
  Score: Raw -4451025.828591 + Penalty 11917.824715 = -4439108.003876
  nChanged 6
		SP:Iteration 71Q (34386.760000 sec): 3 clusters
  Score: Raw -4451027.719527 + Penalty 11917.824715 = -4439109.894812
  nChanged 8
		SP:Iteration 72Q (34386.890000 sec): 3 clusters
  Score: Raw -4451030.294160 + Penalty 11917.824715 = -4439112.469445
  nChanged 4
		SP:Iteration 73Q (34387.010000 sec): 3 clusters
  Score: Raw -4451031.205889 + Penalty 11917.824715 = -4439113.381174
  nChanged 1
		SP:Iteration 74Q (34387.140000 sec): 3 clusters
  Score: Raw -4451031.467327 + Penalty 11917.824715 = -4439113.642612
  nChanged 1
		SP:Iteration 75Q (34387.260000 sec): 3 clusters
  Score: Raw -4451031.707807 + Penalty 11917.824715 = -4439113.883092
  nChanged 1
		SP:Iteration 76Q (34387.390000 sec): 3 clusters
  Score: Raw -4451031.953816 + Penalty 11917.824715 = -4439114.129101
  nChanged 2
		SP:Iteration 77Q (34387.510000 sec): 3 clusters
  Score: Raw -4451032.351218 + Penalty 11917.824715 = -4439114.526503
  nChanged 1
		SP:Iteration 78Q (34387.640000 sec): 3 clusters
  Score: Raw -4451032.682692 + Penalty 11917.824715 = -4439114.857977
  nChanged 2
		SP:Iteration 79Q (34387.760000 sec): 3 clusters
  Score: Raw -4451033.096427 + Penalty 11917.824715 = -4439115.271712
  nChanged 4
		SP:Iteration 80F (34387.890000 sec): 3 clusters
  Score: Raw -4451034.217846 + Penalty 11917.824715 = -4439116.393131
  nChanged 1
		SP:Iteration 81Q (34388.010000 sec): 3 clusters
  Score: Raw -4451034.905916 + Penalty 11917.824715 = -4439117.081201
  nChanged 2
		SP:Iteration 82Q (34388.140000 sec): 3 clusters
  Score: Raw -4451035.645992 + Penalty 11917.824715 = -4439117.821277
  nChanged 1
		SP:Iteration 83Q (34388.260000 sec): 3 clusters
  Score: Raw -4451035.816750 + Penalty 11917.824715 = -4439117.992035
  nChanged 1
		SP:Iteration 84Q (34388.390000 sec): 3 clusters
  Score: Raw -4451036.082479 + Penalty 11917.824715 = -4439118.257764
  nChanged 1
		SP:Iteration 85Q (34388.510000 sec): 3 clusters
  Score: Raw -4451036.271100 + Penalty 11917.824715 = -4439118.446385
  nChanged 1
		SP:Iteration 86Q (34388.640000 sec): 3 clusters
  Score: Raw -4451036.519634 + Penalty 11917.824715 = -4439118.694919
  nChanged 0
		SP:Iteration 87F (34388.770000 sec): 3 clusters
  Score: Raw -4451036.519634 + Penalty 11917.824715 = -4439118.694919
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (47002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34389.090000 sec): 2 clusters
  Score: Raw -12311720.891199 + Penalty 6589.241578 = -12305131.649621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34389.450000 sec): 3 clusters
  Score: Raw -12284619.039811 + Penalty 13178.483155 = -12271440.556655
  nChanged 20564
		SP:Iteration 1F (34389.810000 sec): 3 clusters
  Score: Raw -12295296.207410 + Penalty 13178.483155 = -12282117.724255
  nChanged 2347
		SP:Iteration 2Q (34390.180000 sec): 3 clusters
  Score: Raw -12296084.457231 + Penalty 13178.483155 = -12282905.974076
  nChanged 1998
		SP:Iteration 3Q (34390.540000 sec): 3 clusters
  Score: Raw -12296756.394957 + Penalty 13178.483155 = -12283577.911802
  nChanged 1825
		SP:Iteration 4Q (34390.900000 sec): 3 clusters
  Score: Raw -12297379.460072 + Penalty 13178.483155 = -12284200.976916
  nChanged 1667
		SP:Iteration 5Q (34391.260000 sec): 3 clusters
  Score: Raw -12298015.503534 + Penalty 13178.483155 = -12284837.020378
  nChanged 1744
		SP:Iteration 6Q (34391.620000 sec): 3 clusters
  Score: Raw -12298762.108620 + Penalty 13178.483155 = -12285583.625465
  nChanged 1922
		SP:Iteration 7Q (34391.990000 sec): 3 clusters
  Score: Raw -12299686.195257 + Penalty 13178.483155 = -12286507.712101
  nChanged 2146
		SP:Iteration 8Q (34392.360000 sec): 3 clusters
  Score: Raw -12300873.324843 + Penalty 13178.483155 = -12287694.841688
  nChanged 2376
		SP:Iteration 9F (34392.710000 sec): 3 clusters
  Score: Raw -12302390.629647 + Penalty 13178.483155 = -12289212.146492
  nChanged 2692
		SP:Iteration 10F (34393.070000 sec): 3 clusters
  Score: Raw -12304389.506344 + Penalty 13178.483155 = -12291211.023188
  nChanged 2818
		SP:Iteration 11F (34393.440000 sec): 3 clusters
  Score: Raw -12306741.808353 + Penalty 13178.483155 = -12293563.325197
  nChanged 2454
		SP:Iteration 12F (34393.800000 sec): 3 clusters
  Score: Raw -12308894.461429 + Penalty 13178.483155 = -12295715.978273
  nChanged 1882
		SP:Iteration 13Q (34394.140000 sec): 3 clusters
  Score: Raw -12310586.650050 + Penalty 13178.483155 = -12297408.166895
  nChanged 1195
		SP:Iteration 14Q (34394.470000 sec): 3 clusters
  Score: Raw -12311638.852608 + Penalty 13178.483155 = -12298460.369453
  nChanged 692
		SP:Iteration 15Q (34394.790000 sec): 3 clusters
  Score: Raw -12312250.817605 + Penalty 13178.483155 = -12299072.334450
  nChanged 415
		SP:Iteration 16Q (34395.090000 sec): 3 clusters
  Score: Raw -12312620.223789 + Penalty 13178.483155 = -12299441.740634
  nChanged 234
		SP:Iteration 17Q (34395.380000 sec): 3 clusters
  Score: Raw -12312836.248616 + Penalty 13178.483155 = -12299657.765461
  nChanged 157
		SP:Iteration 18Q (34395.660000 sec): 3 clusters
  Score: Raw -12312957.207486 + Penalty 13178.483155 = -12299778.724331
  nChanged 84
		SP:Iteration 19Q (34395.940000 sec): 3 clusters
  Score: Raw -12313022.953428 + Penalty 13178.483155 = -12299844.470272
  nChanged 64
		SP:Iteration 20F (34396.300000 sec): 3 clusters
  Score: Raw -12313074.899935 + Penalty 13178.483155 = -12299896.416779
  nChanged 40
		SP:Iteration 21Q (34396.570000 sec): 3 clusters
  Score: Raw -12313105.944125 + Penalty 13178.483155 = -12299927.460970
  nChanged 33
		SP:Iteration 22Q (34396.840000 sec): 3 clusters
  Score: Raw -12313133.283099 + Penalty 13178.483155 = -12299954.799944
  nChanged 27
		SP:Iteration 23Q (34397.120000 sec): 3 clusters
  Score: Raw -12313158.153925 + Penalty 13178.483155 = -12299979.670770
  nChanged 21
		SP:Iteration 24Q (34397.380000 sec): 3 clusters
  Score: Raw -12313173.583073 + Penalty 13178.483155 = -12299995.099918
  nChanged 17
		SP:Iteration 25Q (34397.650000 sec): 3 clusters
  Score: Raw -12313187.582526 + Penalty 13178.483155 = -12300009.099371
  nChanged 19
		SP:Iteration 26Q (34397.920000 sec): 3 clusters
  Score: Raw -12313201.081526 + Penalty 13178.483155 = -12300022.598370
  nChanged 10
		SP:Iteration 27Q (34398.180000 sec): 3 clusters
  Score: Raw -12313209.186124 + Penalty 13178.483155 = -12300030.702969
  nChanged 11
		SP:Iteration 28Q (34398.450000 sec): 3 clusters
  Score: Raw -12313215.443173 + Penalty 13178.483155 = -12300036.960017
  nChanged 4
		SP:Iteration 29Q (34398.720000 sec): 3 clusters
  Score: Raw -12313218.495326 + Penalty 13178.483155 = -12300040.012170
  nChanged 6
		SP:Iteration 30Q (34398.980000 sec): 3 clusters
  Score: Raw -12313222.185086 + Penalty 13178.483155 = -12300043.701931
  nChanged 6
		SP:Iteration 31Q (34399.250000 sec): 3 clusters
  Score: Raw -12313227.085381 + Penalty 13178.483155 = -12300048.602225
  nChanged 6
		SP:Iteration 32Q (34399.510000 sec): 3 clusters
  Score: Raw -12313231.608914 + Penalty 13178.483155 = -12300053.125759
  nChanged 6
		SP:Iteration 33Q (34399.780000 sec): 3 clusters
  Score: Raw -12313236.727440 + Penalty 13178.483155 = -12300058.244284
  nChanged 4
		SP:Iteration 34Q (34400.040000 sec): 3 clusters
  Score: Raw -12313239.106770 + Penalty 13178.483155 = -12300060.623615
  nChanged 2
		SP:Iteration 35Q (34400.310000 sec): 3 clusters
  Score: Raw -12313240.210785 + Penalty 13178.483155 = -12300061.727630
  nChanged 0
		SP:Iteration 36F (34400.670000 sec): 3 clusters
  Score: Raw -12313240.210785 + Penalty 13178.483155 = -12300061.727630
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (6998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34400.740000 sec): 2 clusters
  Score: Raw -1859951.021237 + Penalty 5422.695050 = -1854528.326188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34400.800000 sec): 3 clusters
  Score: Raw -1857109.305610 + Penalty 10845.390099 = -1846263.915511
  nChanged 2385
		SP:Iteration 1F (34400.850000 sec): 3 clusters
  Score: Raw -1858657.214371 + Penalty 10845.390099 = -1847811.824272
  nChanged 485
		SP:Iteration 2F (34400.900000 sec): 3 clusters
  Score: Raw -1858997.123921 + Penalty 10845.390099 = -1848151.733822
  nChanged 293
		SP:Iteration 3Q (34400.960000 sec): 3 clusters
  Score: Raw -1859194.366341 + Penalty 10845.390099 = -1848348.976242
  nChanged 186
		SP:Iteration 4Q (34401.010000 sec): 3 clusters
  Score: Raw -1859310.731705 + Penalty 10845.390099 = -1848465.341606
  nChanged 140
		SP:Iteration 5Q (34401.060000 sec): 3 clusters
  Score: Raw -1859388.549750 + Penalty 10845.390099 = -1848543.159650
  nChanged 117
		SP:Iteration 6Q (34401.110000 sec): 3 clusters
  Score: Raw -1859447.438198 + Penalty 10845.390099 = -1848602.048098
  nChanged 68
		SP:Iteration 7Q (34401.160000 sec): 3 clusters
  Score: Raw -1859477.203041 + Penalty 10845.390099 = -1848631.812942
  nChanged 59
		SP:Iteration 8Q (34401.220000 sec): 3 clusters
  Score: Raw -1859507.925334 + Penalty 10845.390099 = -1848662.535234
  nChanged 64
		SP:Iteration 9Q (34401.270000 sec): 3 clusters
  Score: Raw -1859545.654592 + Penalty 10845.390099 = -1848700.264492
  nChanged 74
		SP:Iteration 10Q (34401.320000 sec): 3 clusters
  Score: Raw -1859589.158050 + Penalty 10845.390099 = -1848743.767951
  nChanged 66
		SP:Iteration 11Q (34401.380000 sec): 3 clusters
  Score: Raw -1859621.563951 + Penalty 10845.390099 = -1848776.173852
  nChanged 57
		SP:Iteration 12Q (34401.430000 sec): 3 clusters
  Score: Raw -1859647.234472 + Penalty 10845.390099 = -1848801.844373
  nChanged 40
		SP:Iteration 13Q (34401.480000 sec): 3 clusters
  Score: Raw -1859669.504053 + Penalty 10845.390099 = -1848824.113954
  nChanged 45
		SP:Iteration 14Q (34401.540000 sec): 3 clusters
  Score: Raw -1859689.938615 + Penalty 10845.390099 = -1848844.548516
  nChanged 36
		SP:Iteration 15Q (34401.590000 sec): 3 clusters
  Score: Raw -1859704.200481 + Penalty 10845.390099 = -1848858.810382
  nChanged 29
		SP:Iteration 16Q (34401.640000 sec): 3 clusters
  Score: Raw -1859716.993987 + Penalty 10845.390099 = -1848871.603888
  nChanged 30
		SP:Iteration 17Q (34401.690000 sec): 3 clusters
  Score: Raw -1859731.114129 + Penalty 10845.390099 = -1848885.724030
  nChanged 24
		SP:Iteration 18Q (34401.740000 sec): 3 clusters
  Score: Raw -1859741.285409 + Penalty 10845.390099 = -1848895.895310
  nChanged 21
		SP:Iteration 19Q (34401.800000 sec): 3 clusters
  Score: Raw -1859750.928841 + Penalty 10845.390099 = -1848905.538742
  nChanged 30
		SP:Iteration 20F (34401.850000 sec): 3 clusters
  Score: Raw -1859762.351296 + Penalty 10845.390099 = -1848916.961197
  nChanged 21
		SP:Iteration 21Q (34401.900000 sec): 3 clusters
  Score: Raw -1859771.738805 + Penalty 10845.390099 = -1848926.348706
  nChanged 25
		SP:Iteration 22Q (34401.960000 sec): 3 clusters
  Score: Raw -1859780.658969 + Penalty 10845.390099 = -1848935.268869
  nChanged 20
		SP:Iteration 23Q (34402.010000 sec): 3 clusters
  Score: Raw -1859787.754301 + Penalty 10845.390099 = -1848942.364202
  nChanged 14
		SP:Iteration 24Q (34402.060000 sec): 3 clusters
  Score: Raw -1859794.512598 + Penalty 10845.390099 = -1848949.122499
  nChanged 17
		SP:Iteration 25Q (34402.110000 sec): 3 clusters
  Score: Raw -1859799.812893 + Penalty 10845.390099 = -1848954.422794
  nChanged 7
		SP:Iteration 26Q (34402.160000 sec): 3 clusters
  Score: Raw -1859802.124491 + Penalty 10845.390099 = -1848956.734391
  nChanged 13
		SP:Iteration 27Q (34402.210000 sec): 3 clusters
  Score: Raw -1859806.550521 + Penalty 10845.390099 = -1848961.160422
  nChanged 11
		SP:Iteration 28Q (34402.260000 sec): 3 clusters
  Score: Raw -1859811.273243 + Penalty 10845.390099 = -1848965.883144
  nChanged 12
		SP:Iteration 29Q (34402.320000 sec): 3 clusters
  Score: Raw -1859815.928089 + Penalty 10845.390099 = -1848970.537990
  nChanged 12
		SP:Iteration 30Q (34402.370000 sec): 3 clusters
  Score: Raw -1859820.486977 + Penalty 10845.390099 = -1848975.096878
  nChanged 8
		SP:Iteration 31Q (34402.420000 sec): 3 clusters
  Score: Raw -1859822.500967 + Penalty 10845.390099 = -1848977.110868
  nChanged 3
		SP:Iteration 32Q (34402.470000 sec): 3 clusters
  Score: Raw -1859823.755028 + Penalty 10845.390099 = -1848978.364929
  nChanged 1
		SP:Iteration 33Q (34402.520000 sec): 3 clusters
  Score: Raw -1859824.182995 + Penalty 10845.390099 = -1848978.792896
  nChanged 0
		SP:Iteration 34F (34402.580000 sec): 3 clusters
  Score: Raw -1859824.182995 + Penalty 10845.390099 = -1848978.792896
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (81200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34403.140000 sec): 2 clusters
  Score: Raw -22132544.518407 + Penalty 6924.110697 = -22125620.407710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34403.760000 sec): 3 clusters
  Score: Raw -22083637.431518 + Penalty 13848.221395 = -22069789.210123
  nChanged 36700
		SP:Iteration 1F (34404.380000 sec): 3 clusters
  Score: Raw -22104193.987779 + Penalty 13848.221395 = -22090345.766384
  nChanged 4206
		SP:Iteration 2F (34405.000000 sec): 3 clusters
  Score: Raw -22105973.619386 + Penalty 13848.221395 = -22092125.397992
  nChanged 4289
		SP:Iteration 3F (34405.610000 sec): 3 clusters
  Score: Raw -22108019.607410 + Penalty 13848.221395 = -22094171.386015
  nChanged 4446
		SP:Iteration 4F (34406.230000 sec): 3 clusters
  Score: Raw -22110388.060838 + Penalty 13848.221395 = -22096539.839443
  nChanged 4730
		SP:Iteration 5F (34406.850000 sec): 3 clusters
  Score: Raw -22112951.007265 + Penalty 13848.221395 = -22099102.785870
  nChanged 4842
		SP:Iteration 6F (34407.470000 sec): 3 clusters
  Score: Raw -22115590.618189 + Penalty 13848.221395 = -22101742.396794
  nChanged 4826
		SP:Iteration 7F (34408.080000 sec): 3 clusters
  Score: Raw -22118471.682492 + Penalty 13848.221395 = -22104623.461098
  nChanged 4712
		SP:Iteration 8F (34408.700000 sec): 3 clusters
  Score: Raw -22121747.912248 + Penalty 13848.221395 = -22107899.690853
  nChanged 4487
		SP:Iteration 9F (34409.320000 sec): 3 clusters
  Score: Raw -22125412.726056 + Penalty 13848.221395 = -22111564.504661
  nChanged 3846
		SP:Iteration 10Q (34409.940000 sec): 3 clusters
  Score: Raw -22129269.638083 + Penalty 13848.221395 = -22115421.416688
  nChanged 2788
		SP:Iteration 11Q (34410.540000 sec): 3 clusters
  Score: Raw -22132711.544689 + Penalty 13848.221395 = -22118863.323294
  nChanged 1752
		SP:Iteration 12Q (34411.100000 sec): 3 clusters
  Score: Raw -22134587.148470 + Penalty 13848.221395 = -22120738.927076
  nChanged 1096
		SP:Iteration 13Q (34411.610000 sec): 3 clusters
  Score: Raw -22135389.825569 + Penalty 13848.221395 = -22121541.604175
  nChanged 707
		SP:Iteration 14Q (34412.100000 sec): 3 clusters
  Score: Raw -22135763.204616 + Penalty 13848.221395 = -22121914.983221
  nChanged 525
		SP:Iteration 15Q (34412.580000 sec): 3 clusters
  Score: Raw -22135993.698665 + Penalty 13848.221395 = -22122145.477271
  nChanged 389
		SP:Iteration 16Q (34413.050000 sec): 3 clusters
  Score: Raw -22136120.046419 + Penalty 13848.221395 = -22122271.825025
  nChanged 259
		SP:Iteration 17Q (34413.520000 sec): 3 clusters
  Score: Raw -22136192.271709 + Penalty 13848.221395 = -22122344.050315
  nChanged 187
		SP:Iteration 18Q (34413.980000 sec): 3 clusters
  Score: Raw -22136237.161517 + Penalty 13848.221395 = -22122388.940122
  nChanged 136
		SP:Iteration 19Q (34414.440000 sec): 3 clusters
  Score: Raw -22136265.197512 + Penalty 13848.221395 = -22122416.976118
  nChanged 102
		SP:Iteration 20F (34415.060000 sec): 3 clusters
  Score: Raw -22136287.186552 + Penalty 13848.221395 = -22122438.965157
  nChanged 94
		SP:Iteration 21Q (34415.520000 sec): 3 clusters
  Score: Raw -22136304.086964 + Penalty 13848.221395 = -22122455.865569
  nChanged 62
		SP:Iteration 22Q (34415.990000 sec): 3 clusters
  Score: Raw -22136314.131082 + Penalty 13848.221395 = -22122465.909687
  nChanged 46
		SP:Iteration 23Q (34416.450000 sec): 3 clusters
  Score: Raw -22136321.515675 + Penalty 13848.221395 = -22122473.294280
  nChanged 39
		SP:Iteration 24Q (34416.910000 sec): 3 clusters
  Score: Raw -22136327.948232 + Penalty 13848.221395 = -22122479.726838
  nChanged 35
		SP:Iteration 25Q (34417.370000 sec): 3 clusters
  Score: Raw -22136332.625232 + Penalty 13848.221395 = -22122484.403838
  nChanged 25
		SP:Iteration 26Q (34417.830000 sec): 3 clusters
  Score: Raw -22136335.674853 + Penalty 13848.221395 = -22122487.453458
  nChanged 21
		SP:Iteration 27Q (34418.280000 sec): 3 clusters
  Score: Raw -22136339.049954 + Penalty 13848.221395 = -22122490.828560
  nChanged 22
		SP:Iteration 28Q (34418.740000 sec): 3 clusters
  Score: Raw -22136341.845152 + Penalty 13848.221395 = -22122493.623757
  nChanged 15
		SP:Iteration 29Q (34419.200000 sec): 3 clusters
  Score: Raw -22136343.654412 + Penalty 13848.221395 = -22122495.433017
  nChanged 17
		SP:Iteration 30Q (34419.660000 sec): 3 clusters
  Score: Raw -22136346.507292 + Penalty 13848.221395 = -22122498.285898
  nChanged 20
		SP:Iteration 31Q (34420.110000 sec): 3 clusters
  Score: Raw -22136350.048003 + Penalty 13848.221395 = -22122501.826609
  nChanged 24
		SP:Iteration 32Q (34420.570000 sec): 3 clusters
  Score: Raw -22136353.597370 + Penalty 13848.221395 = -22122505.375976
  nChanged 29
		SP:Iteration 33Q (34421.030000 sec): 3 clusters
  Score: Raw -22136357.655404 + Penalty 13848.221395 = -22122509.434010
  nChanged 19
		SP:Iteration 34Q (34421.480000 sec): 3 clusters
  Score: Raw -22136360.540371 + Penalty 13848.221395 = -22122512.318976
  nChanged 21
		SP:Iteration 35Q (34421.940000 sec): 3 clusters
  Score: Raw -22136363.092128 + Penalty 13848.221395 = -22122514.870734
  nChanged 7
		SP:Iteration 36Q (34422.390000 sec): 3 clusters
  Score: Raw -22136364.146195 + Penalty 13848.221395 = -22122515.924800
  nChanged 7
		SP:Iteration 37Q (34422.850000 sec): 3 clusters
  Score: Raw -22136365.394435 + Penalty 13848.221395 = -22122517.173041
  nChanged 6
		SP:Iteration 38Q (34423.300000 sec): 3 clusters
  Score: Raw -22136366.300742 + Penalty 13848.221395 = -22122518.079347
  nChanged 3
		SP:Iteration 39Q (34423.760000 sec): 3 clusters
  Score: Raw -22136366.753872 + Penalty 13848.221395 = -22122518.532477
  nChanged 7
		SP:Iteration 40F (34424.370000 sec): 3 clusters
  Score: Raw -22136367.741179 + Penalty 13848.221395 = -22122519.519785
  nChanged 8
		SP:Iteration 41Q (34424.830000 sec): 3 clusters
  Score: Raw -22136368.906470 + Penalty 13848.221395 = -22122520.685075
  nChanged 5
		SP:Iteration 42Q (34425.290000 sec): 3 clusters
  Score: Raw -22136369.550403 + Penalty 13848.221395 = -22122521.329008
  nChanged 3
		SP:Iteration 43Q (34425.740000 sec): 3 clusters
  Score: Raw -22136369.998887 + Penalty 13848.221395 = -22122521.777493
  nChanged 4
		SP:Iteration 44Q (34426.200000 sec): 3 clusters
  Score: Raw -22136370.433613 + Penalty 13848.221395 = -22122522.212218
  nChanged 1
		SP:Iteration 45Q (34426.650000 sec): 3 clusters
  Score: Raw -22136370.505651 + Penalty 13848.221395 = -22122522.284257
  nChanged 1
		SP:Iteration 46Q (34427.110000 sec): 3 clusters
  Score: Raw -22136370.547289 + Penalty 13848.221395 = -22122522.325894
  nChanged 1
		SP:Iteration 47Q (34427.570000 sec): 3 clusters
  Score: Raw -22136370.649826 + Penalty 13848.221395 = -22122522.428432
  nChanged 2
		SP:Iteration 48Q (34428.020000 sec): 3 clusters
  Score: Raw -22136370.822518 + Penalty 13848.221395 = -22122522.601124
  nChanged 2
		SP:Iteration 49Q (34428.470000 sec): 3 clusters
  Score: Raw -22136371.008426 + Penalty 13848.221395 = -22122522.787031
  nChanged 1
		SP:Iteration 50Q (34428.930000 sec): 3 clusters
  Score: Raw -22136371.125688 + Penalty 13848.221395 = -22122522.904293
  nChanged 0
		SP:Iteration 51F (34429.550000 sec): 3 clusters
  Score: Raw -22136371.125688 + Penalty 13848.221395 = -22122522.904293
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34429.750000 sec): 2 clusters
  Score: Raw -5991553.293921 + Penalty 6163.123167 = -5985390.170754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34429.930000 sec): 3 clusters
  Score: Raw -5979091.553946 + Penalty 12326.246333 = -5966765.307612
  nChanged 9674
		SP:Iteration 1F (34430.110000 sec): 3 clusters
  Score: Raw -5984754.036916 + Penalty 12326.246333 = -5972427.790583
  nChanged 1813
		SP:Iteration 2F (34430.280000 sec): 3 clusters
  Score: Raw -5986055.854582 + Penalty 12326.246333 = -5973729.608249
  nChanged 1635
		SP:Iteration 3F (34430.460000 sec): 3 clusters
  Score: Raw -5987427.853745 + Penalty 12326.246333 = -5975101.607411
  nChanged 1530
		SP:Iteration 4F (34430.640000 sec): 3 clusters
  Score: Raw -5988827.591951 + Penalty 12326.246333 = -5976501.345618
  nChanged 1494
		SP:Iteration 5F (34430.820000 sec): 3 clusters
  Score: Raw -5990030.551419 + Penalty 12326.246333 = -5977704.305085
  nChanged 1396
		SP:Iteration 6F (34431.000000 sec): 3 clusters
  Score: Raw -5991106.331735 + Penalty 12326.246333 = -5978780.085402
  nChanged 1248
		SP:Iteration 7F (34431.180000 sec): 3 clusters
  Score: Raw -5992080.754722 + Penalty 12326.246333 = -5979754.508388
  nChanged 1114
		SP:Iteration 8Q (34431.350000 sec): 3 clusters
  Score: Raw -5992788.736264 + Penalty 12326.246333 = -5980462.489931
  nChanged 866
		SP:Iteration 9Q (34431.530000 sec): 3 clusters
  Score: Raw -5993257.349851 + Penalty 12326.246333 = -5980931.103517
  nChanged 675
		SP:Iteration 10Q (34431.700000 sec): 3 clusters
  Score: Raw -5993553.935548 + Penalty 12326.246333 = -5981227.689215
  nChanged 523
		SP:Iteration 11Q (34431.870000 sec): 3 clusters
  Score: Raw -5993757.829001 + Penalty 12326.246333 = -5981431.582667
  nChanged 390
		SP:Iteration 12Q (34432.050000 sec): 3 clusters
  Score: Raw -5993919.701506 + Penalty 12326.246333 = -5981593.455172
  nChanged 340
		SP:Iteration 13Q (34432.220000 sec): 3 clusters
  Score: Raw -5994053.694630 + Penalty 12326.246333 = -5981727.448297
  nChanged 280
		SP:Iteration 14Q (34432.390000 sec): 3 clusters
  Score: Raw -5994168.774869 + Penalty 12326.246333 = -5981842.528535
  nChanged 292
		SP:Iteration 15Q (34432.560000 sec): 3 clusters
  Score: Raw -5994282.668069 + Penalty 12326.246333 = -5981956.421736
  nChanged 265
		SP:Iteration 16Q (34432.730000 sec): 3 clusters
  Score: Raw -5994390.095928 + Penalty 12326.246333 = -5982063.849594
  nChanged 279
		SP:Iteration 17Q (34432.900000 sec): 3 clusters
  Score: Raw -5994495.576812 + Penalty 12326.246333 = -5982169.330479
  nChanged 233
		SP:Iteration 18Q (34433.070000 sec): 3 clusters
  Score: Raw -5994577.586480 + Penalty 12326.246333 = -5982251.340147
  nChanged 202
		SP:Iteration 19Q (34433.240000 sec): 3 clusters
  Score: Raw -5994648.089691 + Penalty 12326.246333 = -5982321.843358
  nChanged 218
		SP:Iteration 20F (34433.420000 sec): 3 clusters
  Score: Raw -5994720.384210 + Penalty 12326.246333 = -5982394.137876
  nChanged 198
		SP:Iteration 21Q (34433.590000 sec): 3 clusters
  Score: Raw -5994782.004994 + Penalty 12326.246333 = -5982455.758660
  nChanged 154
		SP:Iteration 22Q (34433.760000 sec): 3 clusters
  Score: Raw -5994823.757022 + Penalty 12326.246333 = -5982497.510688
  nChanged 150
		SP:Iteration 23Q (34433.930000 sec): 3 clusters
  Score: Raw -5994870.890459 + Penalty 12326.246333 = -5982544.644126
  nChanged 157
		SP:Iteration 24Q (34434.100000 sec): 3 clusters
  Score: Raw -5994915.958269 + Penalty 12326.246333 = -5982589.711936
  nChanged 146
		SP:Iteration 25Q (34434.270000 sec): 3 clusters
  Score: Raw -5994959.498851 + Penalty 12326.246333 = -5982633.252518
  nChanged 146
		SP:Iteration 26Q (34434.440000 sec): 3 clusters
  Score: Raw -5995001.814203 + Penalty 12326.246333 = -5982675.567869
  nChanged 133
		SP:Iteration 27Q (34434.610000 sec): 3 clusters
  Score: Raw -5995038.886939 + Penalty 12326.246333 = -5982712.640605
  nChanged 125
		SP:Iteration 28Q (34434.780000 sec): 3 clusters
  Score: Raw -5995070.831161 + Penalty 12326.246333 = -5982744.584827
  nChanged 100
		SP:Iteration 29Q (34434.950000 sec): 3 clusters
  Score: Raw -5995097.197799 + Penalty 12326.246333 = -5982770.951466
  nChanged 101
		SP:Iteration 30Q (34435.110000 sec): 3 clusters
  Score: Raw -5995123.125269 + Penalty 12326.246333 = -5982796.878935
  nChanged 84
		SP:Iteration 31Q (34435.280000 sec): 3 clusters
  Score: Raw -5995145.899416 + Penalty 12326.246333 = -5982819.653082
  nChanged 82
		SP:Iteration 32Q (34435.450000 sec): 3 clusters
  Score: Raw -5995164.970765 + Penalty 12326.246333 = -5982838.724432
  nChanged 73
		SP:Iteration 33Q (34435.620000 sec): 3 clusters
  Score: Raw -5995181.776557 + Penalty 12326.246333 = -5982855.530224
  nChanged 66
		SP:Iteration 34Q (34435.780000 sec): 3 clusters
  Score: Raw -5995198.075822 + Penalty 12326.246333 = -5982871.829489
  nChanged 54
		SP:Iteration 35Q (34435.950000 sec): 3 clusters
  Score: Raw -5995210.422560 + Penalty 12326.246333 = -5982884.176227
  nChanged 54
		SP:Iteration 36Q (34436.120000 sec): 3 clusters
  Score: Raw -5995222.322460 + Penalty 12326.246333 = -5982896.076127
  nChanged 58
		SP:Iteration 37Q (34436.290000 sec): 3 clusters
  Score: Raw -5995234.590665 + Penalty 12326.246333 = -5982908.344332
  nChanged 56
		SP:Iteration 38Q (34436.450000 sec): 3 clusters
  Score: Raw -5995245.442238 + Penalty 12326.246333 = -5982919.195905
  nChanged 38
		SP:Iteration 39Q (34436.620000 sec): 3 clusters
  Score: Raw -5995254.301291 + Penalty 12326.246333 = -5982928.054957
  nChanged 36
		SP:Iteration 40F (34436.790000 sec): 3 clusters
  Score: Raw -5995262.781311 + Penalty 12326.246333 = -5982936.534977
  nChanged 28
		SP:Iteration 41Q (34436.960000 sec): 3 clusters
  Score: Raw -5995268.813237 + Penalty 12326.246333 = -5982942.566903
  nChanged 30
		SP:Iteration 42Q (34437.130000 sec): 3 clusters
  Score: Raw -5995275.979993 + Penalty 12326.246333 = -5982949.733659
  nChanged 23
		SP:Iteration 43Q (34437.290000 sec): 3 clusters
  Score: Raw -5995280.487709 + Penalty 12326.246333 = -5982954.241376
  nChanged 23
		SP:Iteration 44Q (34437.460000 sec): 3 clusters
  Score: Raw -5995285.215273 + Penalty 12326.246333 = -5982958.968940
  nChanged 26
		SP:Iteration 45Q (34437.630000 sec): 3 clusters
  Score: Raw -5995292.019769 + Penalty 12326.246333 = -5982965.773436
  nChanged 20
		SP:Iteration 46Q (34437.790000 sec): 3 clusters
  Score: Raw -5995296.220767 + Penalty 12326.246333 = -5982969.974434
  nChanged 26
		SP:Iteration 47Q (34437.960000 sec): 3 clusters
  Score: Raw -5995301.988353 + Penalty 12326.246333 = -5982975.742019
  nChanged 31
		SP:Iteration 48Q (34438.130000 sec): 3 clusters
  Score: Raw -5995308.414619 + Penalty 12326.246333 = -5982982.168285
  nChanged 25
		SP:Iteration 49Q (34438.290000 sec): 3 clusters
  Score: Raw -5995313.803787 + Penalty 12326.246333 = -5982987.557454
  nChanged 28
		SP:Iteration 50Q (34438.460000 sec): 3 clusters
  Score: Raw -5995320.022778 + Penalty 12326.246333 = -5982993.776444
  nChanged 36
		SP:Iteration 51Q (34438.630000 sec): 3 clusters
  Score: Raw -5995327.649932 + Penalty 12326.246333 = -5983001.403599
  nChanged 30
		SP:Iteration 52Q (34438.790000 sec): 3 clusters
  Score: Raw -5995333.927862 + Penalty 12326.246333 = -5983007.681529
  nChanged 32
		SP:Iteration 53Q (34438.960000 sec): 3 clusters
  Score: Raw -5995342.981315 + Penalty 12326.246333 = -5983016.734981
  nChanged 37
		SP:Iteration 54Q (34439.120000 sec): 3 clusters
  Score: Raw -5995351.550353 + Penalty 12326.246333 = -5983025.304019
  nChanged 33
		SP:Iteration 55Q (34439.290000 sec): 3 clusters
  Score: Raw -5995359.373506 + Penalty 12326.246333 = -5983033.127172
  nChanged 36
		SP:Iteration 56Q (34439.460000 sec): 3 clusters
  Score: Raw -5995366.965754 + Penalty 12326.246333 = -5983040.719421
  nChanged 35
		SP:Iteration 57Q (34439.630000 sec): 3 clusters
  Score: Raw -5995374.313519 + Penalty 12326.246333 = -5983048.067186
  nChanged 30
		SP:Iteration 58Q (34439.800000 sec): 3 clusters
  Score: Raw -5995381.220622 + Penalty 12326.246333 = -5983054.974288
  nChanged 32
		SP:Iteration 59Q (34439.960000 sec): 3 clusters
  Score: Raw -5995389.162491 + Penalty 12326.246333 = -5983062.916157
  nChanged 32
		SP:Iteration 60F (34440.140000 sec): 3 clusters
  Score: Raw -5995397.549083 + Penalty 12326.246333 = -5983071.302750
  nChanged 38
		SP:Iteration 61Q (34440.310000 sec): 3 clusters
  Score: Raw -5995408.503846 + Penalty 12326.246333 = -5983082.257512
  nChanged 36
		SP:Iteration 62Q (34440.470000 sec): 3 clusters
  Score: Raw -5995416.243595 + Penalty 12326.246333 = -5983089.997262
  nChanged 34
		SP:Iteration 63Q (34440.630000 sec): 3 clusters
  Score: Raw -5995424.019082 + Penalty 12326.246333 = -5983097.772748
  nChanged 37
		SP:Iteration 64Q (34440.800000 sec): 3 clusters
  Score: Raw -5995433.291624 + Penalty 12326.246333 = -5983107.045291
  nChanged 41
		SP:Iteration 65Q (34440.960000 sec): 3 clusters
  Score: Raw -5995444.070985 + Penalty 12326.246333 = -5983117.824652
  nChanged 39
		SP:Iteration 66Q (34441.120000 sec): 3 clusters
  Score: Raw -5995453.202091 + Penalty 12326.246333 = -5983126.955757
  nChanged 34
		SP:Iteration 67Q (34441.290000 sec): 3 clusters
  Score: Raw -5995461.450531 + Penalty 12326.246333 = -5983135.204198
  nChanged 22
		SP:Iteration 68Q (34441.450000 sec): 3 clusters
  Score: Raw -5995466.810926 + Penalty 12326.246333 = -5983140.564592
  nChanged 23
		SP:Iteration 69Q (34441.610000 sec): 3 clusters
  Score: Raw -5995471.179657 + Penalty 12326.246333 = -5983144.933324
  nChanged 17
		SP:Iteration 70Q (34441.780000 sec): 3 clusters
  Score: Raw -5995474.355651 + Penalty 12326.246333 = -5983148.109318
  nChanged 16
		SP:Iteration 71Q (34441.950000 sec): 3 clusters
  Score: Raw -5995477.672549 + Penalty 12326.246333 = -5983151.426216
  nChanged 22
		SP:Iteration 72Q (34442.110000 sec): 3 clusters
  Score: Raw -5995482.202338 + Penalty 12326.246333 = -5983155.956004
  nChanged 18
		SP:Iteration 73Q (34442.270000 sec): 3 clusters
  Score: Raw -5995486.163187 + Penalty 12326.246333 = -5983159.916853
  nChanged 23
		SP:Iteration 74Q (34442.430000 sec): 3 clusters
  Score: Raw -5995491.780082 + Penalty 12326.246333 = -5983165.533748
  nChanged 20
		SP:Iteration 75Q (34442.590000 sec): 3 clusters
  Score: Raw -5995495.794945 + Penalty 12326.246333 = -5983169.548612
  nChanged 15
		SP:Iteration 76Q (34442.750000 sec): 3 clusters
  Score: Raw -5995498.748370 + Penalty 12326.246333 = -5983172.502036
  nChanged 13
		SP:Iteration 77Q (34442.910000 sec): 3 clusters
  Score: Raw -5995501.315280 + Penalty 12326.246333 = -5983175.068946
  nChanged 9
		SP:Iteration 78Q (34443.070000 sec): 3 clusters
  Score: Raw -5995503.970533 + Penalty 12326.246333 = -5983177.724200
  nChanged 11
		SP:Iteration 79Q (34443.240000 sec): 3 clusters
  Score: Raw -5995505.957323 + Penalty 12326.246333 = -5983179.710990
  nChanged 11
		SP:Iteration 80F (34443.410000 sec): 3 clusters
  Score: Raw -5995508.014009 + Penalty 12326.246333 = -5983181.767675
  nChanged 9
		SP:Iteration 81Q (34443.570000 sec): 3 clusters
  Score: Raw -5995509.674682 + Penalty 12326.246333 = -5983183.428348
  nChanged 9
		SP:Iteration 82Q (34443.730000 sec): 3 clusters
  Score: Raw -5995511.579344 + Penalty 12326.246333 = -5983185.333011
  nChanged 11
		SP:Iteration 83Q (34443.890000 sec): 3 clusters
  Score: Raw -5995513.973505 + Penalty 12326.246333 = -5983187.727172
  nChanged 10
		SP:Iteration 84Q (34444.060000 sec): 3 clusters
  Score: Raw -5995516.591277 + Penalty 12326.246333 = -5983190.344943
  nChanged 11
		SP:Iteration 85Q (34444.220000 sec): 3 clusters
  Score: Raw -5995519.081840 + Penalty 12326.246333 = -5983192.835507
  nChanged 17
		SP:Iteration 86Q (34444.380000 sec): 3 clusters
  Score: Raw -5995523.556510 + Penalty 12326.246333 = -5983197.310177
  nChanged 26
		SP:Iteration 87Q (34444.540000 sec): 3 clusters
  Score: Raw -5995529.006116 + Penalty 12326.246333 = -5983202.759783
  nChanged 22
		SP:Iteration 88Q (34444.700000 sec): 3 clusters
  Score: Raw -5995534.327167 + Penalty 12326.246333 = -5983208.080834
  nChanged 18
		SP:Iteration 89Q (34444.860000 sec): 3 clusters
  Score: Raw -5995538.331455 + Penalty 12326.246333 = -5983212.085121
  nChanged 16
		SP:Iteration 90Q (34445.030000 sec): 3 clusters
  Score: Raw -5995541.545931 + Penalty 12326.246333 = -5983215.299598
  nChanged 15
		SP:Iteration 91Q (34445.190000 sec): 3 clusters
  Score: Raw -5995544.361212 + Penalty 12326.246333 = -5983218.114879
  nChanged 9
		SP:Iteration 92Q (34445.350000 sec): 3 clusters
  Score: Raw -5995546.270955 + Penalty 12326.246333 = -5983220.024622
  nChanged 9
		SP:Iteration 93Q (34445.520000 sec): 3 clusters
  Score: Raw -5995548.058863 + Penalty 12326.246333 = -5983221.812530
  nChanged 13
		SP:Iteration 94Q (34445.680000 sec): 3 clusters
  Score: Raw -5995551.571558 + Penalty 12326.246333 = -5983225.325225
  nChanged 17
		SP:Iteration 95Q (34445.840000 sec): 3 clusters
  Score: Raw -5995556.000779 + Penalty 12326.246333 = -5983229.754446
  nChanged 20
		SP:Iteration 96Q (34446.000000 sec): 3 clusters
  Score: Raw -5995560.567688 + Penalty 12326.246333 = -5983234.321355
  nChanged 18
		SP:Iteration 97Q (34446.160000 sec): 3 clusters
  Score: Raw -5995564.280311 + Penalty 12326.246333 = -5983238.033978
  nChanged 16
		SP:Iteration 98Q (34446.320000 sec): 3 clusters
  Score: Raw -5995567.277027 + Penalty 12326.246333 = -5983241.030694
  nChanged 21
		SP:Iteration 99Q (34446.480000 sec): 3 clusters
  Score: Raw -5995571.404685 + Penalty 12326.246333 = -5983245.158351
  nChanged 20
		SP:Iteration 100F (34446.650000 sec): 3 clusters
  Score: Raw -5995574.971696 + Penalty 12326.246333 = -5983248.725362
  nChanged 18
		SP:Iteration 101Q (34446.820000 sec): 3 clusters
  Score: Raw -5995578.101377 + Penalty 12326.246333 = -5983251.855044
  nChanged 13
		SP:Iteration 102Q (34446.980000 sec): 3 clusters
  Score: Raw -5995580.936698 + Penalty 12326.246333 = -5983254.690364
  nChanged 15
		SP:Iteration 103Q (34447.140000 sec): 3 clusters
  Score: Raw -5995584.440170 + Penalty 12326.246333 = -5983258.193836
  nChanged 15
		SP:Iteration 104Q (34447.300000 sec): 3 clusters
  Score: Raw -5995588.472665 + Penalty 12326.246333 = -5983262.226332
  nChanged 15
		SP:Iteration 105Q (34447.460000 sec): 3 clusters
  Score: Raw -5995591.715824 + Penalty 12326.246333 = -5983265.469491
  nChanged 15
		SP:Iteration 106Q (34447.620000 sec): 3 clusters
  Score: Raw -5995595.084235 + Penalty 12326.246333 = -5983268.837902
  nChanged 14
		SP:Iteration 107Q (34447.780000 sec): 3 clusters
  Score: Raw -5995598.119829 + Penalty 12326.246333 = -5983271.873495
  nChanged 9
		SP:Iteration 108Q (34447.940000 sec): 3 clusters
  Score: Raw -5995600.646188 + Penalty 12326.246333 = -5983274.399854
  nChanged 9
		SP:Iteration 109Q (34448.100000 sec): 3 clusters
  Score: Raw -5995603.607968 + Penalty 12326.246333 = -5983277.361635
  nChanged 17
		SP:Iteration 110Q (34448.260000 sec): 3 clusters
  Score: Raw -5995610.064831 + Penalty 12326.246333 = -5983283.818497
  nChanged 26
		SP:Iteration 111Q (34448.420000 sec): 3 clusters
  Score: Raw -5995617.600414 + Penalty 12326.246333 = -5983291.354081
  nChanged 33
		SP:Iteration 112Q (34448.580000 sec): 3 clusters
  Score: Raw -5995626.714536 + Penalty 12326.246333 = -5983300.468202
  nChanged 30
		SP:Iteration 113Q (34448.740000 sec): 3 clusters
  Score: Raw -5995634.131436 + Penalty 12326.246333 = -5983307.885102
  nChanged 24
		SP:Iteration 114Q (34448.900000 sec): 3 clusters
  Score: Raw -5995639.755954 + Penalty 12326.246333 = -5983313.509620
  nChanged 21
		SP:Iteration 115Q (34449.060000 sec): 3 clusters
  Score: Raw -5995643.601818 + Penalty 12326.246333 = -5983317.355484
  nChanged 13
		SP:Iteration 116Q (34449.220000 sec): 3 clusters
  Score: Raw -5995646.621554 + Penalty 12326.246333 = -5983320.375221
  nChanged 20
		SP:Iteration 117Q (34449.380000 sec): 3 clusters
  Score: Raw -5995652.011693 + Penalty 12326.246333 = -5983325.765359
  nChanged 25
		SP:Iteration 118Q (34449.540000 sec): 3 clusters
  Score: Raw -5995659.156366 + Penalty 12326.246333 = -5983332.910033
  nChanged 27
		SP:Iteration 119Q (34449.690000 sec): 3 clusters
  Score: Raw -5995666.589579 + Penalty 12326.246333 = -5983340.343246
  nChanged 26
		SP:Iteration 120F (34449.870000 sec): 3 clusters
  Score: Raw -5995672.971661 + Penalty 12326.246333 = -5983346.725328
  nChanged 20
		SP:Iteration 121Q (34450.030000 sec): 3 clusters
  Score: Raw -5995678.006531 + Penalty 12326.246333 = -5983351.760197
  nChanged 19
		SP:Iteration 122Q (34450.190000 sec): 3 clusters
  Score: Raw -5995683.028211 + Penalty 12326.246333 = -5983356.781878
  nChanged 20
		SP:Iteration 123Q (34450.350000 sec): 3 clusters
  Score: Raw -5995687.752435 + Penalty 12326.246333 = -5983361.506101
  nChanged 19
		SP:Iteration 124Q (34450.510000 sec): 3 clusters
  Score: Raw -5995692.543325 + Penalty 12326.246333 = -5983366.296991
  nChanged 27
		SP:Iteration 125Q (34450.670000 sec): 3 clusters
  Score: Raw -5995700.224090 + Penalty 12326.246333 = -5983373.977757
  nChanged 31
		SP:Iteration 126Q (34450.820000 sec): 3 clusters
  Score: Raw -5995709.461504 + Penalty 12326.246333 = -5983383.215170
  nChanged 40
		SP:Iteration 127Q (34450.980000 sec): 3 clusters
  Score: Raw -5995719.797987 + Penalty 12326.246333 = -5983393.551653
  nChanged 34
		SP:Iteration 128Q (34451.140000 sec): 3 clusters
  Score: Raw -5995728.844237 + Penalty 12326.246333 = -5983402.597904
  nChanged 35
		SP:Iteration 129Q (34451.300000 sec): 3 clusters
  Score: Raw -5995738.864061 + Penalty 12326.246333 = -5983412.617727
  nChanged 33
		SP:Iteration 130Q (34451.450000 sec): 3 clusters
  Score: Raw -5995746.357981 + Penalty 12326.246333 = -5983420.111647
  nChanged 20
		SP:Iteration 131Q (34451.610000 sec): 3 clusters
  Score: Raw -5995751.254584 + Penalty 12326.246333 = -5983425.008250
  nChanged 21
		SP:Iteration 132Q (34451.780000 sec): 3 clusters
  Score: Raw -5995756.303584 + Penalty 12326.246333 = -5983430.057250
  nChanged 21
		SP:Iteration 133Q (34451.940000 sec): 3 clusters
  Score: Raw -5995761.592766 + Penalty 12326.246333 = -5983435.346432
  nChanged 19
		SP:Iteration 134Q (34452.090000 sec): 3 clusters
  Score: Raw -5995766.032282 + Penalty 12326.246333 = -5983439.785948
  nChanged 17
		SP:Iteration 135Q (34452.250000 sec): 3 clusters
  Score: Raw -5995769.876286 + Penalty 12326.246333 = -5983443.629953
  nChanged 20
		SP:Iteration 136Q (34452.410000 sec): 3 clusters
  Score: Raw -5995775.209365 + Penalty 12326.246333 = -5983448.963032
  nChanged 18
		SP:Iteration 137Q (34452.570000 sec): 3 clusters
  Score: Raw -5995779.284985 + Penalty 12326.246333 = -5983453.038651
  nChanged 10
		SP:Iteration 138Q (34452.720000 sec): 3 clusters
  Score: Raw -5995781.112247 + Penalty 12326.246333 = -5983454.865913
  nChanged 7
		SP:Iteration 139Q (34452.880000 sec): 3 clusters
  Score: Raw -5995782.618029 + Penalty 12326.246333 = -5983456.371695
  nChanged 10
		SP:Iteration 140F (34453.060000 sec): 3 clusters
  Score: Raw -5995785.252596 + Penalty 12326.246333 = -5983459.006263
  nChanged 17
		SP:Iteration 141Q (34453.220000 sec): 3 clusters
  Score: Raw -5995789.064630 + Penalty 12326.246333 = -5983462.818296
  nChanged 12
		SP:Iteration 142Q (34453.370000 sec): 3 clusters
  Score: Raw -5995792.472846 + Penalty 12326.246333 = -5983466.226512
  nChanged 12
		SP:Iteration 143Q (34453.530000 sec): 3 clusters
  Score: Raw -5995795.738489 + Penalty 12326.246333 = -5983469.492156
  nChanged 13
		SP:Iteration 144Q (34453.690000 sec): 3 clusters
  Score: Raw -5995799.007402 + Penalty 12326.246333 = -5983472.761068
  nChanged 13
		SP:Iteration 145Q (34453.850000 sec): 3 clusters
  Score: Raw -5995801.504266 + Penalty 12326.246333 = -5983475.257932
  nChanged 8
		SP:Iteration 146Q (34454.000000 sec): 3 clusters
  Score: Raw -5995803.329243 + Penalty 12326.246333 = -5983477.082910
  nChanged 6
		SP:Iteration 147Q (34454.160000 sec): 3 clusters
  Score: Raw -5995804.652675 + Penalty 12326.246333 = -5983478.406341
  nChanged 8
		SP:Iteration 148Q (34454.320000 sec): 3 clusters
  Score: Raw -5995807.021817 + Penalty 12326.246333 = -5983480.775484
  nChanged 16
		SP:Iteration 149Q (34454.480000 sec): 3 clusters
  Score: Raw -5995811.492080 + Penalty 12326.246333 = -5983485.245747
  nChanged 16
		SP:Iteration 150Q (34454.630000 sec): 3 clusters
  Score: Raw -5995815.470328 + Penalty 12326.246333 = -5983489.223995
  nChanged 18
		SP:Iteration 151Q (34454.790000 sec): 3 clusters
  Score: Raw -5995819.279429 + Penalty 12326.246333 = -5983493.033096
  nChanged 15
		SP:Iteration 152Q (34454.940000 sec): 3 clusters
  Score: Raw -5995822.666098 + Penalty 12326.246333 = -5983496.419765
  nChanged 14
		SP:Iteration 153Q (34455.100000 sec): 3 clusters
  Score: Raw -5995826.238351 + Penalty 12326.246333 = -5983499.992018
  nChanged 16
		SP:Iteration 154Q (34455.260000 sec): 3 clusters
  Score: Raw -5995831.836866 + Penalty 12326.246333 = -5983505.590532
  nChanged 15
		SP:Iteration 155Q (34455.420000 sec): 3 clusters
  Score: Raw -5995835.451404 + Penalty 12326.246333 = -5983509.205071
  nChanged 15
		SP:Iteration 156Q (34455.570000 sec): 3 clusters
  Score: Raw -5995838.982270 + Penalty 12326.246333 = -5983512.735936
  nChanged 10
		SP:Iteration 157Q (34455.730000 sec): 3 clusters
  Score: Raw -5995841.001346 + Penalty 12326.246333 = -5983514.755013
  nChanged 8
		SP:Iteration 158Q (34455.890000 sec): 3 clusters
  Score: Raw -5995842.963665 + Penalty 12326.246333 = -5983516.717331
  nChanged 12
		SP:Iteration 159Q (34456.040000 sec): 3 clusters
  Score: Raw -5995845.517814 + Penalty 12326.246333 = -5983519.271480
  nChanged 3
		SP:Iteration 160F (34456.230000 sec): 3 clusters
  Score: Raw -5995846.127811 + Penalty 12326.246333 = -5983519.881478
  nChanged 2
		SP:Iteration 161Q (34456.380000 sec): 3 clusters
  Score: Raw -5995846.543156 + Penalty 12326.246333 = -5983520.296823
  nChanged 0
		SP:Iteration 162F (34456.560000 sec): 3 clusters
  Score: Raw -5995846.543156 + Penalty 12326.246333 = -5983520.296823
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (67986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34457.020000 sec): 2 clusters
  Score: Raw -18323072.715356 + Penalty 6815.322462 = -18316257.392894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34457.540000 sec): 3 clusters
  Score: Raw -18282400.793021 + Penalty 13630.644924 = -18268770.148097
  nChanged 30564
		SP:Iteration 1F (34458.060000 sec): 3 clusters
  Score: Raw -18299050.955342 + Penalty 13630.644924 = -18285420.310419
  nChanged 3350
		SP:Iteration 2Q (34458.580000 sec): 3 clusters
  Score: Raw -18300268.446027 + Penalty 13630.644924 = -18286637.801104
  nChanged 3329
		SP:Iteration 3Q (34459.100000 sec): 3 clusters
  Score: Raw -18301694.268667 + Penalty 13630.644924 = -18288063.623743
  nChanged 3599
		SP:Iteration 4F (34459.620000 sec): 3 clusters
  Score: Raw -18303546.460041 + Penalty 13630.644924 = -18289915.815117
  nChanged 4072
		SP:Iteration 5F (34460.130000 sec): 3 clusters
  Score: Raw -18306008.709624 + Penalty 13630.644924 = -18292378.064700
  nChanged 4498
		SP:Iteration 6F (34460.650000 sec): 3 clusters
  Score: Raw -18309089.829487 + Penalty 13630.644924 = -18295459.184564
  nChanged 4512
		SP:Iteration 7F (34461.160000 sec): 3 clusters
  Score: Raw -18312331.118093 + Penalty 13630.644924 = -18298700.473169
  nChanged 4047
		SP:Iteration 8F (34461.680000 sec): 3 clusters
  Score: Raw -18315146.074359 + Penalty 13630.644924 = -18301515.429435
  nChanged 3222
		SP:Iteration 9Q (34462.200000 sec): 3 clusters
  Score: Raw -18317305.730258 + Penalty 13630.644924 = -18303675.085335
  nChanged 2548
		SP:Iteration 10Q (34462.710000 sec): 3 clusters
  Score: Raw -18318948.006407 + Penalty 13630.644924 = -18305317.361484
  nChanged 1978
		SP:Iteration 11Q (34463.220000 sec): 3 clusters
  Score: Raw -18320188.854404 + Penalty 13630.644924 = -18306558.209481
  nChanged 1552
		SP:Iteration 12Q (34463.730000 sec): 3 clusters
  Score: Raw -18321160.613715 + Penalty 13630.644924 = -18307529.968791
  nChanged 1138
		SP:Iteration 13Q (34464.220000 sec): 3 clusters
  Score: Raw -18321884.429938 + Penalty 13630.644924 = -18308253.785014
  nChanged 891
		SP:Iteration 14Q (34464.700000 sec): 3 clusters
  Score: Raw -18322473.235931 + Penalty 13630.644924 = -18308842.591008
  nChanged 588
		SP:Iteration 15Q (34465.160000 sec): 3 clusters
  Score: Raw -18322852.369589 + Penalty 13630.644924 = -18309221.724665
  nChanged 418
		SP:Iteration 16Q (34465.610000 sec): 3 clusters
  Score: Raw -18323134.983132 + Penalty 13630.644924 = -18309504.338208
  nChanged 301
		SP:Iteration 17Q (34466.050000 sec): 3 clusters
  Score: Raw -18323345.156790 + Penalty 13630.644924 = -18309714.511866
  nChanged 208
		SP:Iteration 18Q (34466.470000 sec): 3 clusters
  Score: Raw -18323501.967548 + Penalty 13630.644924 = -18309871.322624
  nChanged 148
		SP:Iteration 19Q (34466.880000 sec): 3 clusters
  Score: Raw -18323613.100163 + Penalty 13630.644924 = -18309982.455240
  nChanged 114
		SP:Iteration 20F (34467.390000 sec): 3 clusters
  Score: Raw -18323698.077794 + Penalty 13630.644924 = -18310067.432870
  nChanged 89
		SP:Iteration 21Q (34467.800000 sec): 3 clusters
  Score: Raw -18323762.346080 + Penalty 13630.644924 = -18310131.701156
  nChanged 64
		SP:Iteration 22Q (34468.210000 sec): 3 clusters
  Score: Raw -18323802.717826 + Penalty 13630.644924 = -18310172.072902
  nChanged 39
		SP:Iteration 23Q (34468.600000 sec): 3 clusters
  Score: Raw -18323829.476906 + Penalty 13630.644924 = -18310198.831982
  nChanged 30
		SP:Iteration 24Q (34469.000000 sec): 3 clusters
  Score: Raw -18323848.646149 + Penalty 13630.644924 = -18310218.001225
  nChanged 19
		SP:Iteration 25Q (34469.390000 sec): 3 clusters
  Score: Raw -18323861.337193 + Penalty 13630.644924 = -18310230.692269
  nChanged 21
		SP:Iteration 26Q (34469.780000 sec): 3 clusters
  Score: Raw -18323875.865394 + Penalty 13630.644924 = -18310245.220471
  nChanged 20
		SP:Iteration 27Q (34470.170000 sec): 3 clusters
  Score: Raw -18323891.065089 + Penalty 13630.644924 = -18310260.420165
  nChanged 12
		SP:Iteration 28Q (34470.570000 sec): 3 clusters
  Score: Raw -18323899.468684 + Penalty 13630.644924 = -18310268.823760
  nChanged 16
		SP:Iteration 29Q (34470.950000 sec): 3 clusters
  Score: Raw -18323911.576235 + Penalty 13630.644924 = -18310280.931311
  nChanged 11
		SP:Iteration 30Q (34471.350000 sec): 3 clusters
  Score: Raw -18323919.392309 + Penalty 13630.644924 = -18310288.747385
  nChanged 10
		SP:Iteration 31Q (34471.740000 sec): 3 clusters
  Score: Raw -18323927.204290 + Penalty 13630.644924 = -18310296.559366
  nChanged 13
		SP:Iteration 32Q (34472.120000 sec): 3 clusters
  Score: Raw -18323938.026037 + Penalty 13630.644924 = -18310307.381113
  nChanged 6
		SP:Iteration 33Q (34472.510000 sec): 3 clusters
  Score: Raw -18323941.521105 + Penalty 13630.644924 = -18310310.876181
  nChanged 9
		SP:Iteration 34Q (34472.890000 sec): 3 clusters
  Score: Raw -18323949.820526 + Penalty 13630.644924 = -18310319.175602
  nChanged 7
		SP:Iteration 35Q (34473.280000 sec): 3 clusters
  Score: Raw -18323956.157642 + Penalty 13630.644924 = -18310325.512718
  nChanged 9
		SP:Iteration 36Q (34473.660000 sec): 3 clusters
  Score: Raw -18323962.053584 + Penalty 13630.644924 = -18310331.408660
  nChanged 3
		SP:Iteration 37Q (34474.050000 sec): 3 clusters
  Score: Raw -18323963.736550 + Penalty 13630.644924 = -18310333.091627
  nChanged 2
		SP:Iteration 38Q (34474.430000 sec): 3 clusters
  Score: Raw -18323964.478806 + Penalty 13630.644924 = -18310333.833883
  nChanged 1
		SP:Iteration 39Q (34474.820000 sec): 3 clusters
  Score: Raw -18323964.802681 + Penalty 13630.644924 = -18310334.157757
  nChanged 2
		SP:Iteration 40F (34475.330000 sec): 3 clusters
  Score: Raw -18323965.905004 + Penalty 13630.644924 = -18310335.260080
  nChanged 1
		SP:Iteration 41Q (34475.720000 sec): 3 clusters
  Score: Raw -18323966.804110 + Penalty 13630.644924 = -18310336.159186
  nChanged 4
		SP:Iteration 42Q (34476.110000 sec): 3 clusters
  Score: Raw -18323968.924793 + Penalty 13630.644924 = -18310338.279869
  nChanged 4
		SP:Iteration 43Q (34476.500000 sec): 3 clusters
  Score: Raw -18323971.328513 + Penalty 13630.644924 = -18310340.683589
  nChanged 1
		SP:Iteration 44Q (34476.880000 sec): 3 clusters
  Score: Raw -18323972.082412 + Penalty 13630.644924 = -18310341.437488
  nChanged 2
		SP:Iteration 45Q (34477.270000 sec): 3 clusters
  Score: Raw -18323973.544161 + Penalty 13630.644924 = -18310342.899237
  nChanged 2
		SP:Iteration 46Q (34477.660000 sec): 3 clusters
  Score: Raw -18323975.168114 + Penalty 13630.644924 = -18310344.523190
  nChanged 2
		SP:Iteration 47Q (34478.050000 sec): 3 clusters
  Score: Raw -18323976.426443 + Penalty 13630.644924 = -18310345.781519
  nChanged 3
		SP:Iteration 48Q (34478.440000 sec): 3 clusters
  Score: Raw -18323979.048010 + Penalty 13630.644924 = -18310348.403086
  nChanged 4
		SP:Iteration 49Q (34478.820000 sec): 3 clusters
  Score: Raw -18323981.708829 + Penalty 13630.644924 = -18310351.063905
  nChanged 0
		SP:Iteration 50F (34479.330000 sec): 3 clusters
  Score: Raw -18323981.708829 + Penalty 13630.644924 = -18310351.063905
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (151553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34480.340000 sec): 2 clusters
  Score: Raw -40213841.799148 + Penalty 7306.323040 = -40206535.476108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34481.510000 sec): 3 clusters
  Score: Raw -40119011.711923 + Penalty 14612.646080 = -40104399.065843
  nChanged 70315
		SP:Iteration 1F (34482.690000 sec): 3 clusters
  Score: Raw -40158586.265588 + Penalty 14612.646080 = -40143973.619508
  nChanged 5729
		SP:Iteration 2Q (34483.860000 sec): 3 clusters
  Score: Raw -40160133.302674 + Penalty 14612.646080 = -40145520.656594
  nChanged 5521
		SP:Iteration 3Q (34485.040000 sec): 3 clusters
  Score: Raw -40161697.344180 + Penalty 14612.646080 = -40147084.698099
  nChanged 5620
		SP:Iteration 4Q (34486.220000 sec): 3 clusters
  Score: Raw -40163357.734130 + Penalty 14612.646080 = -40148745.088050
  nChanged 5578
		SP:Iteration 5Q (34487.400000 sec): 3 clusters
  Score: Raw -40165047.903214 + Penalty 14612.646080 = -40150435.257134
  nChanged 5736
		SP:Iteration 6Q (34488.580000 sec): 3 clusters
  Score: Raw -40166871.081402 + Penalty 14612.646080 = -40152258.435322
  nChanged 5864
		SP:Iteration 7Q (34489.710000 sec): 3 clusters
  Score: Raw -40168859.948870 + Penalty 14612.646080 = -40154247.302790
  nChanged 6018
		SP:Iteration 8Q (34490.880000 sec): 3 clusters
  Score: Raw -40171013.408580 + Penalty 14612.646080 = -40156400.762500
  nChanged 6044
		SP:Iteration 9Q (34492.050000 sec): 3 clusters
  Score: Raw -40173250.790604 + Penalty 14612.646080 = -40158638.144524
  nChanged 6021
		SP:Iteration 10Q (34493.220000 sec): 3 clusters
  Score: Raw -40175480.951325 + Penalty 14612.646080 = -40160868.305245
  nChanged 5717
		SP:Iteration 11Q (34494.390000 sec): 3 clusters
  Score: Raw -40177612.523963 + Penalty 14612.646080 = -40162999.877882
  nChanged 5516
		SP:Iteration 12Q (34495.570000 sec): 3 clusters
  Score: Raw -40179789.912682 + Penalty 14612.646080 = -40165177.266601
  nChanged 5543
		SP:Iteration 13Q (34496.740000 sec): 3 clusters
  Score: Raw -40182234.974846 + Penalty 14612.646080 = -40167622.328766
  nChanged 5844
		SP:Iteration 14Q (34497.900000 sec): 3 clusters
  Score: Raw -40185088.653664 + Penalty 14612.646080 = -40170476.007583
  nChanged 6464
		SP:Iteration 15Q (34499.050000 sec): 3 clusters
  Score: Raw -40188615.081308 + Penalty 14612.646080 = -40174002.435228
  nChanged 7123
		SP:Iteration 16Q (34500.200000 sec): 3 clusters
  Score: Raw -40192908.200639 + Penalty 14612.646080 = -40178295.554559
  nChanged 7459
		SP:Iteration 17Q (34501.320000 sec): 3 clusters
  Score: Raw -40197893.493266 + Penalty 14612.646080 = -40183280.847186
  nChanged 7189
		SP:Iteration 18Q (34502.430000 sec): 3 clusters
  Score: Raw -40203631.832376 + Penalty 14612.646080 = -40189019.186296
  nChanged 6102
		SP:Iteration 19Q (34503.500000 sec): 3 clusters
  Score: Raw -40209934.282977 + Penalty 14612.646080 = -40195321.636897
  nChanged 3963
		SP:Iteration 20F (34504.660000 sec): 3 clusters
  Score: Raw -40213848.454192 + Penalty 14612.646080 = -40199235.808112
  nChanged 2624
		SP:Iteration 21Q (34505.620000 sec): 3 clusters
  Score: Raw -40215449.947979 + Penalty 14612.646080 = -40200837.301898
  nChanged 1809
		SP:Iteration 22Q (34506.560000 sec): 3 clusters
  Score: Raw -40216192.692053 + Penalty 14612.646080 = -40201580.045973
  nChanged 1301
		SP:Iteration 23Q (34507.490000 sec): 3 clusters
  Score: Raw -40216615.299970 + Penalty 14612.646080 = -40202002.653890
  nChanged 1015
		SP:Iteration 24Q (34508.420000 sec): 3 clusters
  Score: Raw -40216881.735678 + Penalty 14612.646080 = -40202269.089598
  nChanged 709
		SP:Iteration 25Q (34509.330000 sec): 3 clusters
  Score: Raw -40217045.432832 + Penalty 14612.646080 = -40202432.786752
  nChanged 549
		SP:Iteration 26Q (34510.240000 sec): 3 clusters
  Score: Raw -40217156.372430 + Penalty 14612.646080 = -40202543.726350
  nChanged 416
		SP:Iteration 27Q (34511.140000 sec): 3 clusters
  Score: Raw -40217230.960405 + Penalty 14612.646080 = -40202618.314325
  nChanged 362
		SP:Iteration 28Q (34512.050000 sec): 3 clusters
  Score: Raw -40217293.009887 + Penalty 14612.646080 = -40202680.363807
  nChanged 273
		SP:Iteration 29Q (34512.950000 sec): 3 clusters
  Score: Raw -40217335.206534 + Penalty 14612.646080 = -40202722.560454
  nChanged 239
		SP:Iteration 30Q (34513.850000 sec): 3 clusters
  Score: Raw -40217369.583827 + Penalty 14612.646080 = -40202756.937747
  nChanged 200
		SP:Iteration 31Q (34514.740000 sec): 3 clusters
  Score: Raw -40217398.027130 + Penalty 14612.646080 = -40202785.381049
  nChanged 175
		SP:Iteration 32Q (34515.640000 sec): 3 clusters
  Score: Raw -40217422.027294 + Penalty 14612.646080 = -40202809.381214
  nChanged 168
		SP:Iteration 33Q (34516.540000 sec): 3 clusters
  Score: Raw -40217445.036431 + Penalty 14612.646080 = -40202832.390351
  nChanged 121
		SP:Iteration 34Q (34517.420000 sec): 3 clusters
  Score: Raw -40217460.292634 + Penalty 14612.646080 = -40202847.646554
  nChanged 100
		SP:Iteration 35Q (34518.320000 sec): 3 clusters
  Score: Raw -40217471.913033 + Penalty 14612.646080 = -40202859.266953
  nChanged 86
		SP:Iteration 36Q (34519.210000 sec): 3 clusters
  Score: Raw -40217482.288374 + Penalty 14612.646080 = -40202869.642294
  nChanged 87
		SP:Iteration 37Q (34520.110000 sec): 3 clusters
  Score: Raw -40217492.869930 + Penalty 14612.646080 = -40202880.223850
  nChanged 75
		SP:Iteration 38Q (34521.010000 sec): 3 clusters
  Score: Raw -40217501.973261 + Penalty 14612.646080 = -40202889.327181
  nChanged 67
		SP:Iteration 39Q (34521.890000 sec): 3 clusters
  Score: Raw -40217509.376807 + Penalty 14612.646080 = -40202896.730726
  nChanged 51
		SP:Iteration 40F (34523.060000 sec): 3 clusters
  Score: Raw -40217514.705594 + Penalty 14612.646080 = -40202902.059514
  nChanged 42
		SP:Iteration 41Q (34523.950000 sec): 3 clusters
  Score: Raw -40217519.262938 + Penalty 14612.646080 = -40202906.616858
  nChanged 32
		SP:Iteration 42Q (34524.840000 sec): 3 clusters
  Score: Raw -40217522.337640 + Penalty 14612.646080 = -40202909.691560
  nChanged 27
		SP:Iteration 43Q (34525.730000 sec): 3 clusters
  Score: Raw -40217525.113047 + Penalty 14612.646080 = -40202912.466967
  nChanged 28
		SP:Iteration 44Q (34526.620000 sec): 3 clusters
  Score: Raw -40217528.179775 + Penalty 14612.646080 = -40202915.533695
  nChanged 26
		SP:Iteration 45Q (34527.510000 sec): 3 clusters
  Score: Raw -40217531.065953 + Penalty 14612.646080 = -40202918.419873
  nChanged 32
		SP:Iteration 46Q (34528.390000 sec): 3 clusters
  Score: Raw -40217534.239936 + Penalty 14612.646080 = -40202921.593855
  nChanged 23
		SP:Iteration 47Q (34529.290000 sec): 3 clusters
  Score: Raw -40217536.664920 + Penalty 14612.646080 = -40202924.018840
  nChanged 23
		SP:Iteration 48Q (34530.180000 sec): 3 clusters
  Score: Raw -40217539.028315 + Penalty 14612.646080 = -40202926.382235
  nChanged 17
		SP:Iteration 49Q (34531.080000 sec): 3 clusters
  Score: Raw -40217540.730257 + Penalty 14612.646080 = -40202928.084177
  nChanged 18
		SP:Iteration 50Q (34531.970000 sec): 3 clusters
  Score: Raw -40217542.577020 + Penalty 14612.646080 = -40202929.930939
  nChanged 14
		SP:Iteration 51Q (34532.860000 sec): 3 clusters
  Score: Raw -40217543.986669 + Penalty 14612.646080 = -40202931.340589
  nChanged 13
		SP:Iteration 52Q (34533.750000 sec): 3 clusters
  Score: Raw -40217545.378036 + Penalty 14612.646080 = -40202932.731956
  nChanged 18
		SP:Iteration 53Q (34534.640000 sec): 3 clusters
  Score: Raw -40217547.161626 + Penalty 14612.646080 = -40202934.515546
  nChanged 12
		SP:Iteration 54Q (34535.540000 sec): 3 clusters
  Score: Raw -40217548.502594 + Penalty 14612.646080 = -40202935.856514
  nChanged 17
		SP:Iteration 55Q (34536.420000 sec): 3 clusters
  Score: Raw -40217550.306875 + Penalty 14612.646080 = -40202937.660794
  nChanged 16
		SP:Iteration 56Q (34537.300000 sec): 3 clusters
  Score: Raw -40217552.072719 + Penalty 14612.646080 = -40202939.426639
  nChanged 16
		SP:Iteration 57Q (34538.190000 sec): 3 clusters
  Score: Raw -40217553.699140 + Penalty 14612.646080 = -40202941.053060
  nChanged 22
		SP:Iteration 58Q (34539.070000 sec): 3 clusters
  Score: Raw -40217555.691147 + Penalty 14612.646080 = -40202943.045067
  nChanged 17
		SP:Iteration 59Q (34539.960000 sec): 3 clusters
  Score: Raw -40217557.256762 + Penalty 14612.646080 = -40202944.610682
  nChanged 13
		SP:Iteration 60F (34541.130000 sec): 3 clusters
  Score: Raw -40217558.396065 + Penalty 14612.646080 = -40202945.749985
  nChanged 5
		SP:Iteration 61Q (34542.010000 sec): 3 clusters
  Score: Raw -40217558.762318 + Penalty 14612.646080 = -40202946.116238
  nChanged 4
		SP:Iteration 62Q (34542.890000 sec): 3 clusters
  Score: Raw -40217559.089055 + Penalty 14612.646080 = -40202946.442975
  nChanged 6
		SP:Iteration 63Q (34543.780000 sec): 3 clusters
  Score: Raw -40217559.709874 + Penalty 14612.646080 = -40202947.063793
  nChanged 13
		SP:Iteration 64Q (34544.680000 sec): 3 clusters
  Score: Raw -40217560.846065 + Penalty 14612.646080 = -40202948.199985
  nChanged 10
		SP:Iteration 65Q (34545.560000 sec): 3 clusters
  Score: Raw -40217561.813874 + Penalty 14612.646080 = -40202949.167794
  nChanged 9
		SP:Iteration 66Q (34546.450000 sec): 3 clusters
  Score: Raw -40217562.479997 + Penalty 14612.646080 = -40202949.833916
  nChanged 6
		SP:Iteration 67Q (34547.350000 sec): 3 clusters
  Score: Raw -40217563.040815 + Penalty 14612.646080 = -40202950.394735
  nChanged 3
		SP:Iteration 68Q (34548.240000 sec): 3 clusters
  Score: Raw -40217563.341858 + Penalty 14612.646080 = -40202950.695778
  nChanged 3
		SP:Iteration 69Q (34549.120000 sec): 3 clusters
  Score: Raw -40217563.576271 + Penalty 14612.646080 = -40202950.930191
  nChanged 2
		SP:Iteration 70Q (34550.020000 sec): 3 clusters
  Score: Raw -40217563.734805 + Penalty 14612.646080 = -40202951.088725
  nChanged 5
		SP:Iteration 71Q (34550.910000 sec): 3 clusters
  Score: Raw -40217564.175645 + Penalty 14612.646080 = -40202951.529565
  nChanged 8
		SP:Iteration 72Q (34551.800000 sec): 3 clusters
  Score: Raw -40217564.931576 + Penalty 14612.646080 = -40202952.285496
  nChanged 6
		SP:Iteration 73Q (34552.700000 sec): 3 clusters
  Score: Raw -40217565.530397 + Penalty 14612.646080 = -40202952.884316
  nChanged 7
		SP:Iteration 74Q (34553.590000 sec): 3 clusters
  Score: Raw -40217566.278576 + Penalty 14612.646080 = -40202953.632496
  nChanged 6
		SP:Iteration 75Q (34554.490000 sec): 3 clusters
  Score: Raw -40217566.872494 + Penalty 14612.646080 = -40202954.226413
  nChanged 7
		SP:Iteration 76Q (34555.370000 sec): 3 clusters
  Score: Raw -40217567.545268 + Penalty 14612.646080 = -40202954.899188
  nChanged 8
		SP:Iteration 77Q (34556.270000 sec): 3 clusters
  Score: Raw -40217568.308186 + Penalty 14612.646080 = -40202955.662106
  nChanged 2
		SP:Iteration 78Q (34557.160000 sec): 3 clusters
  Score: Raw -40217568.482200 + Penalty 14612.646080 = -40202955.836120
  nChanged 4
		SP:Iteration 79Q (34558.060000 sec): 3 clusters
  Score: Raw -40217568.756692 + Penalty 14612.646080 = -40202956.110612
  nChanged 3
		SP:Iteration 80F (34559.230000 sec): 3 clusters
  Score: Raw -40217568.978616 + Penalty 14612.646080 = -40202956.332536
  nChanged 2
		SP:Iteration 81Q (34560.140000 sec): 3 clusters
  Score: Raw -40217569.193834 + Penalty 14612.646080 = -40202956.547753
  nChanged 3
		SP:Iteration 82Q (34561.020000 sec): 3 clusters
  Score: Raw -40217569.431612 + Penalty 14612.646080 = -40202956.785532
  nChanged 2
		SP:Iteration 83Q (34561.900000 sec): 3 clusters
  Score: Raw -40217569.617772 + Penalty 14612.646080 = -40202956.971692
  nChanged 1
		SP:Iteration 84Q (34562.790000 sec): 3 clusters
  Score: Raw -40217569.673104 + Penalty 14612.646080 = -40202957.027024
  nChanged 0
		SP:Iteration 85F (34563.950000 sec): 3 clusters
  Score: Raw -40217569.673104 + Penalty 14612.646080 = -40202957.027024
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34564.060000 sec): 2 clusters
  Score: Raw -202363.279452 + Penalty 4125.665259 = -198237.614193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34564.070000 sec): 3 clusters
  Score: Raw -202748.318299 + Penalty 8251.330517 = -194496.987782
  nChanged 138
		SP:Iteration 1F (34564.080000 sec): 3 clusters
  Score: Raw -203144.213354 + Penalty 8251.330517 = -194892.882837
  nChanged 52
		SP:Iteration 2F (34564.080000 sec): 3 clusters
  Score: Raw -203286.298259 + Penalty 8251.330517 = -195034.967742
  nChanged 20
		SP:Iteration 3Q (34564.090000 sec): 3 clusters
  Score: Raw -203372.324648 + Penalty 8251.330517 = -195120.994130
  nChanged 20
		SP:Iteration 4Q (34564.090000 sec): 3 clusters
  Score: Raw -203448.889929 + Penalty 8251.330517 = -195197.559411
  nChanged 16
		SP:Iteration 5Q (34564.100000 sec): 3 clusters
  Score: Raw -203615.712851 + Penalty 8251.330517 = -195364.382333
  nChanged 27
		SP:Iteration 6Q (34564.100000 sec): 3 clusters
  Score: Raw -203731.875842 + Penalty 8251.330517 = -195480.545324
  nChanged 29
		SP:Iteration 7Q (34564.110000 sec): 3 clusters
  Score: Raw -203880.450079 + Penalty 8251.330517 = -195629.119561
  nChanged 28
		SP:Iteration 8Q (34564.120000 sec): 3 clusters
  Score: Raw -204065.997380 + Penalty 8251.330517 = -195814.666862
  nChanged 30
		SP:Iteration 9Q (34564.120000 sec): 3 clusters
  Score: Raw -204335.471126 + Penalty 8251.330517 = -196084.140608
  nChanged 31
		SP:Iteration 10Q (34564.120000 sec): 3 clusters
  Score: Raw -204765.540988 + Penalty 8251.330517 = -196514.210471
  nChanged 30
		SP:Iteration 11Q (34564.130000 sec): 3 clusters
  Score: Raw -205053.056175 + Penalty 8251.330517 = -196801.725657
  nChanged 25
		SP:Iteration 12Q (34564.140000 sec): 3 clusters
  Score: Raw -205242.209689 + Penalty 8251.330517 = -196990.879171
  nChanged 13
		SP:Iteration 13Q (34564.140000 sec): 3 clusters
  Score: Raw -205312.622212 + Penalty 8251.330517 = -197061.291695
  nChanged 10
		SP:Iteration 14Q (34564.140000 sec): 3 clusters
  Score: Raw -205356.031657 + Penalty 8251.330517 = -197104.701140
  nChanged 4
		SP:Iteration 15Q (34564.150000 sec): 3 clusters
  Score: Raw -205385.908852 + Penalty 8251.330517 = -197134.578334
  nChanged 4
		SP:Iteration 16Q (34564.160000 sec): 3 clusters
  Score: Raw -205405.118891 + Penalty 8251.330517 = -197153.788373
  nChanged 4
		SP:Iteration 17Q (34564.160000 sec): 3 clusters
  Score: Raw -205425.569405 + Penalty 8251.330517 = -197174.238887
  nChanged 2
		SP:Iteration 18Q (34564.160000 sec): 3 clusters
  Score: Raw -205440.693248 + Penalty 8251.330517 = -197189.362730
  nChanged 0
		SP:Iteration 19F (34564.170000 sec): 3 clusters
  Score: Raw -205529.326579 + Penalty 8251.330517 = -197277.996062
  nChanged 7
		SP:Iteration 20F (34564.180000 sec): 3 clusters
  Score: Raw -205747.183586 + Penalty 8251.330517 = -197495.853068
  nChanged 10
		SP:Iteration 21Q (34564.180000 sec): 3 clusters
  Score: Raw -205832.335986 + Penalty 8251.330517 = -197581.005468
  nChanged 3
		SP:Iteration 22Q (34564.190000 sec): 3 clusters
  Score: Raw -205880.958064 + Penalty 8251.330517 = -197629.627547
  nChanged 1
		SP:Iteration 23Q (34564.190000 sec): 3 clusters
  Score: Raw -205886.392432 + Penalty 8251.330517 = -197635.061915
  nChanged 0
		SP:Iteration 24F (34564.200000 sec): 3 clusters
  Score: Raw -205886.392432 + Penalty 8251.330517 = -197635.061915
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34564.220000 sec): 2 clusters
  Score: Raw -449377.598510 + Penalty 4572.713877 = -444804.884633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34564.230000 sec): 3 clusters
  Score: Raw -449192.871741 + Penalty 9145.427755 = -440047.443986
  nChanged 383
		SP:Iteration 1F (34564.240000 sec): 3 clusters
  Score: Raw -449757.763784 + Penalty 9145.427755 = -440612.336029
  nChanged 94
		SP:Iteration 2F (34564.260000 sec): 3 clusters
  Score: Raw -449927.125842 + Penalty 9145.427755 = -440781.698087
  nChanged 45
		SP:Iteration 3Q (34564.270000 sec): 3 clusters
  Score: Raw -450007.738190 + Penalty 9145.427755 = -440862.310435
  nChanged 21
		SP:Iteration 4Q (34564.280000 sec): 3 clusters
  Score: Raw -450040.683169 + Penalty 9145.427755 = -440895.255414
  nChanged 13
		SP:Iteration 5Q (34564.300000 sec): 3 clusters
  Score: Raw -450059.213484 + Penalty 9145.427755 = -440913.785729
  nChanged 4
		SP:Iteration 6Q (34564.310000 sec): 3 clusters
  Score: Raw -450063.037318 + Penalty 9145.427755 = -440917.609563
  nChanged 2
		SP:Iteration 7Q (34564.320000 sec): 3 clusters
  Score: Raw -450066.452801 + Penalty 9145.427755 = -440921.025046
  nChanged 4
		SP:Iteration 8Q (34564.330000 sec): 3 clusters
  Score: Raw -450070.710292 + Penalty 9145.427755 = -440925.282537
  nChanged 1
		SP:Iteration 9Q (34564.340000 sec): 3 clusters
  Score: Raw -450072.701720 + Penalty 9145.427755 = -440927.273965
  nChanged 3
		SP:Iteration 10Q (34564.360000 sec): 3 clusters
  Score: Raw -450077.034469 + Penalty 9145.427755 = -440931.606714
  nChanged 3
		SP:Iteration 11Q (34564.370000 sec): 3 clusters
  Score: Raw -450081.493328 + Penalty 9145.427755 = -440936.065573
  nChanged 2
		SP:Iteration 12Q (34564.380000 sec): 3 clusters
  Score: Raw -450085.387071 + Penalty 9145.427755 = -440939.959316
  nChanged 6
		SP:Iteration 13Q (34564.390000 sec): 3 clusters
  Score: Raw -450090.909649 + Penalty 9145.427755 = -440945.481894
  nChanged 1
		SP:Iteration 14Q (34564.400000 sec): 3 clusters
  Score: Raw -450092.204235 + Penalty 9145.427755 = -440946.776480
  nChanged 2
		SP:Iteration 15Q (34564.420000 sec): 3 clusters
  Score: Raw -450095.091164 + Penalty 9145.427755 = -440949.663409
  nChanged 3
		SP:Iteration 16Q (34564.430000 sec): 3 clusters
  Score: Raw -450099.313010 + Penalty 9145.427755 = -440953.885256
  nChanged 0
		SP:Iteration 17F (34564.440000 sec): 3 clusters
  Score: Raw -450099.313010 + Penalty 9145.427755 = -440953.885256
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34564.450000 sec): 2 clusters
  Score: Raw -132716.911955 + Penalty 3832.821398 = -128884.090558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34564.460000 sec): 3 clusters
  Score: Raw -133167.686030 + Penalty 7665.642795 = -125502.043235
  nChanged 47
		SP:Iteration 1F (34564.460000 sec): 3 clusters
  Score: Raw -133356.646477 + Penalty 7665.642795 = -125691.003681
  nChanged 14
		SP:Iteration 2Q (34564.460000 sec): 3 clusters
  Score: Raw -133426.921292 + Penalty 7665.642795 = -125761.278497
  nChanged 8
		SP:Iteration 3Q (34564.470000 sec): 3 clusters
  Score: Raw -133468.406009 + Penalty 7665.642795 = -125802.763214
  nChanged 5
		SP:Iteration 4Q (34564.470000 sec): 3 clusters
  Score: Raw -133496.262585 + Penalty 7665.642795 = -125830.619790
  nChanged 3
		SP:Iteration 5Q (34564.480000 sec): 3 clusters
  Score: Raw -133511.811619 + Penalty 7665.642795 = -125846.168824
  nChanged 1
		SP:Iteration 6Q (34564.480000 sec): 3 clusters
  Score: Raw -133513.753891 + Penalty 7665.642795 = -125848.111096
  nChanged 0
		SP:Iteration 7F (34564.480000 sec): 3 clusters
  Score: Raw -133513.753891 + Penalty 7665.642795 = -125848.111096
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34564.610000 sec): 2 clusters
  Score: Raw -4610151.153360 + Penalty 5985.042420 = -4604166.110940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34564.740000 sec): 3 clusters
  Score: Raw -4601286.413042 + Penalty 11970.084839 = -4589316.328203
  nChanged 6970
		SP:Iteration 1F (34564.880000 sec): 3 clusters
  Score: Raw -4605124.022760 + Penalty 11970.084839 = -4593153.937921
  nChanged 1207
		SP:Iteration 2F (34565.010000 sec): 3 clusters
  Score: Raw -4605777.123059 + Penalty 11970.084839 = -4593807.038219
  nChanged 925
		SP:Iteration 3F (34565.150000 sec): 3 clusters
  Score: Raw -4606263.387138 + Penalty 11970.084839 = -4594293.302298
  nChanged 767
		SP:Iteration 4Q (34565.290000 sec): 3 clusters
  Score: Raw -4606686.680346 + Penalty 11970.084839 = -4594716.595507
  nChanged 740
		SP:Iteration 5Q (34565.420000 sec): 3 clusters
  Score: Raw -4607099.545112 + Penalty 11970.084839 = -4595129.460273
  nChanged 692
		SP:Iteration 6Q (34565.560000 sec): 3 clusters
  Score: Raw -4607454.175327 + Penalty 11970.084839 = -4595484.090488
  nChanged 624
		SP:Iteration 7Q (34565.690000 sec): 3 clusters
  Score: Raw -4607779.337037 + Penalty 11970.084839 = -4595809.252198
  nChanged 583
		SP:Iteration 8Q (34565.830000 sec): 3 clusters
  Score: Raw -4608074.967945 + Penalty 11970.084839 = -4596104.883106
  nChanged 556
		SP:Iteration 9Q (34565.960000 sec): 3 clusters
  Score: Raw -4608363.725442 + Penalty 11970.084839 = -4596393.640603
  nChanged 489
		SP:Iteration 10Q (34566.090000 sec): 3 clusters
  Score: Raw -4608602.328589 + Penalty 11970.084839 = -4596632.243750
  nChanged 472
		SP:Iteration 11Q (34566.230000 sec): 3 clusters
  Score: Raw -4608830.920236 + Penalty 11970.084839 = -4596860.835396
  nChanged 415
		SP:Iteration 12Q (34566.360000 sec): 3 clusters
  Score: Raw -4609042.056250 + Penalty 11970.084839 = -4597071.971410
  nChanged 406
		SP:Iteration 13Q (34566.500000 sec): 3 clusters
  Score: Raw -4609242.908673 + Penalty 11970.084839 = -4597272.823833
  nChanged 348
		SP:Iteration 14Q (34566.630000 sec): 3 clusters
  Score: Raw -4609420.653071 + Penalty 11970.084839 = -4597450.568231
  nChanged 331
		SP:Iteration 15Q (34566.760000 sec): 3 clusters
  Score: Raw -4609594.962343 + Penalty 11970.084839 = -4597624.877503
  nChanged 330
		SP:Iteration 16Q (34566.900000 sec): 3 clusters
  Score: Raw -4609770.282790 + Penalty 11970.084839 = -4597800.197950
  nChanged 283
		SP:Iteration 17Q (34567.030000 sec): 3 clusters
  Score: Raw -4609917.745588 + Penalty 11970.084839 = -4597947.660749
  nChanged 300
		SP:Iteration 18Q (34567.160000 sec): 3 clusters
  Score: Raw -4610078.658371 + Penalty 11970.084839 = -4598108.573532
  nChanged 292
		SP:Iteration 19Q (34567.290000 sec): 3 clusters
  Score: Raw -4610239.853888 + Penalty 11970.084839 = -4598269.769049
  nChanged 293
		SP:Iteration 20F (34567.430000 sec): 3 clusters
  Score: Raw -4610415.183461 + Penalty 11970.084839 = -4598445.098621
  nChanged 270
		SP:Iteration 21Q (34567.560000 sec): 3 clusters
  Score: Raw -4610578.131019 + Penalty 11970.084839 = -4598608.046179
  nChanged 269
		SP:Iteration 22Q (34567.690000 sec): 3 clusters
  Score: Raw -4610737.126452 + Penalty 11970.084839 = -4598767.041612
  nChanged 270
		SP:Iteration 23Q (34567.820000 sec): 3 clusters
  Score: Raw -4610903.198313 + Penalty 11970.084839 = -4598933.113473
  nChanged 251
		SP:Iteration 24Q (34567.950000 sec): 3 clusters
  Score: Raw -4611052.977103 + Penalty 11970.084839 = -4599082.892264
  nChanged 242
		SP:Iteration 25Q (34568.070000 sec): 3 clusters
  Score: Raw -4611187.885877 + Penalty 11970.084839 = -4599217.801038
  nChanged 217
		SP:Iteration 26Q (34568.190000 sec): 3 clusters
  Score: Raw -4611320.899582 + Penalty 11970.084839 = -4599350.814743
  nChanged 189
		SP:Iteration 27Q (34568.320000 sec): 3 clusters
  Score: Raw -4611414.391619 + Penalty 11970.084839 = -4599444.306780
  nChanged 156
		SP:Iteration 28Q (34568.440000 sec): 3 clusters
  Score: Raw -4611478.242566 + Penalty 11970.084839 = -4599508.157727
  nChanged 123
		SP:Iteration 29Q (34568.560000 sec): 3 clusters
  Score: Raw -4611525.506567 + Penalty 11970.084839 = -4599555.421728
  nChanged 84
		SP:Iteration 30Q (34568.680000 sec): 3 clusters
  Score: Raw -4611553.422698 + Penalty 11970.084839 = -4599583.337858
  nChanged 80
		SP:Iteration 31Q (34568.800000 sec): 3 clusters
  Score: Raw -4611584.320381 + Penalty 11970.084839 = -4599614.235541
  nChanged 61
		SP:Iteration 32Q (34568.930000 sec): 3 clusters
  Score: Raw -4611604.300373 + Penalty 11970.084839 = -4599634.215534
  nChanged 62
		SP:Iteration 33Q (34569.050000 sec): 3 clusters
  Score: Raw -4611622.996111 + Penalty 11970.084839 = -4599652.911271
  nChanged 61
		SP:Iteration 34Q (34569.170000 sec): 3 clusters
  Score: Raw -4611640.314487 + Penalty 11970.084839 = -4599670.229648
  nChanged 49
		SP:Iteration 35Q (34569.290000 sec): 3 clusters
  Score: Raw -4611654.128737 + Penalty 11970.084839 = -4599684.043898
  nChanged 41
		SP:Iteration 36Q (34569.410000 sec): 3 clusters
  Score: Raw -4611666.631109 + Penalty 11970.084839 = -4599696.546270
  nChanged 41
		SP:Iteration 37Q (34569.530000 sec): 3 clusters
  Score: Raw -4611680.677173 + Penalty 11970.084839 = -4599710.592334
  nChanged 38
		SP:Iteration 38Q (34569.650000 sec): 3 clusters
  Score: Raw -4611692.788535 + Penalty 11970.084839 = -4599722.703696
  nChanged 36
		SP:Iteration 39Q (34569.760000 sec): 3 clusters
  Score: Raw -4611703.369629 + Penalty 11970.084839 = -4599733.284789
  nChanged 39
		SP:Iteration 40F (34569.900000 sec): 3 clusters
  Score: Raw -4611715.120347 + Penalty 11970.084839 = -4599745.035507
  nChanged 41
		SP:Iteration 41Q (34570.020000 sec): 3 clusters
  Score: Raw -4611727.089620 + Penalty 11970.084839 = -4599757.004781
  nChanged 32
		SP:Iteration 42Q (34570.130000 sec): 3 clusters
  Score: Raw -4611735.662095 + Penalty 11970.084839 = -4599765.577255
  nChanged 29
		SP:Iteration 43Q (34570.250000 sec): 3 clusters
  Score: Raw -4611742.890726 + Penalty 11970.084839 = -4599772.805887
  nChanged 26
		SP:Iteration 44Q (34570.370000 sec): 3 clusters
  Score: Raw -4611748.493255 + Penalty 11970.084839 = -4599778.408416
  nChanged 16
		SP:Iteration 45Q (34570.490000 sec): 3 clusters
  Score: Raw -4611752.432126 + Penalty 11970.084839 = -4599782.347286
  nChanged 14
		SP:Iteration 46Q (34570.610000 sec): 3 clusters
  Score: Raw -4611756.597046 + Penalty 11970.084839 = -4599786.512206
  nChanged 16
		SP:Iteration 47Q (34570.730000 sec): 3 clusters
  Score: Raw -4611761.242053 + Penalty 11970.084839 = -4599791.157213
  nChanged 22
		SP:Iteration 48Q (34570.850000 sec): 3 clusters
  Score: Raw -4611766.144992 + Penalty 11970.084839 = -4599796.060152
  nChanged 12
		SP:Iteration 49Q (34570.970000 sec): 3 clusters
  Score: Raw -4611768.951802 + Penalty 11970.084839 = -4599798.866963
  nChanged 15
		SP:Iteration 50Q (34571.090000 sec): 3 clusters
  Score: Raw -4611772.106792 + Penalty 11970.084839 = -4599802.021953
  nChanged 15
		SP:Iteration 51Q (34571.210000 sec): 3 clusters
  Score: Raw -4611775.434826 + Penalty 11970.084839 = -4599805.349987
  nChanged 9
		SP:Iteration 52Q (34571.330000 sec): 3 clusters
  Score: Raw -4611777.609789 + Penalty 11970.084839 = -4599807.524950
  nChanged 9
		SP:Iteration 53Q (34571.450000 sec): 3 clusters
  Score: Raw -4611779.419266 + Penalty 11970.084839 = -4599809.334426
  nChanged 9
		SP:Iteration 54Q (34571.570000 sec): 3 clusters
  Score: Raw -4611781.489407 + Penalty 11970.084839 = -4599811.404567
  nChanged 7
		SP:Iteration 55Q (34571.690000 sec): 3 clusters
  Score: Raw -4611782.875448 + Penalty 11970.084839 = -4599812.790608
  nChanged 5
		SP:Iteration 56Q (34571.800000 sec): 3 clusters
  Score: Raw -4611784.456663 + Penalty 11970.084839 = -4599814.371824
  nChanged 7
		SP:Iteration 57Q (34571.920000 sec): 3 clusters
  Score: Raw -4611785.643475 + Penalty 11970.084839 = -4599815.558636
  nChanged 7
		SP:Iteration 58Q (34572.040000 sec): 3 clusters
  Score: Raw -4611787.217418 + Penalty 11970.084839 = -4599817.132579
  nChanged 7
		SP:Iteration 59Q (34572.160000 sec): 3 clusters
  Score: Raw -4611789.060229 + Penalty 11970.084839 = -4599818.975390
  nChanged 8
		SP:Iteration 60F (34572.290000 sec): 3 clusters
  Score: Raw -4611790.775037 + Penalty 11970.084839 = -4599820.690198
  nChanged 6
		SP:Iteration 61Q (34572.410000 sec): 3 clusters
  Score: Raw -4611791.774089 + Penalty 11970.084839 = -4599821.689250
  nChanged 3
		SP:Iteration 62Q (34572.530000 sec): 3 clusters
  Score: Raw -4611792.794660 + Penalty 11970.084839 = -4599822.709821
  nChanged 6
		SP:Iteration 63Q (34572.650000 sec): 3 clusters
  Score: Raw -4611794.388607 + Penalty 11970.084839 = -4599824.303768
  nChanged 6
		SP:Iteration 64Q (34572.770000 sec): 3 clusters
  Score: Raw -4611795.839705 + Penalty 11970.084839 = -4599825.754866
  nChanged 7
		SP:Iteration 65Q (34572.890000 sec): 3 clusters
  Score: Raw -4611797.143667 + Penalty 11970.084839 = -4599827.058827
  nChanged 3
		SP:Iteration 66Q (34573.010000 sec): 3 clusters
  Score: Raw -4611798.029943 + Penalty 11970.084839 = -4599827.945104
  nChanged 6
		SP:Iteration 67Q (34573.130000 sec): 3 clusters
  Score: Raw -4611799.533187 + Penalty 11970.084839 = -4599829.448348
  nChanged 5
		SP:Iteration 68Q (34573.250000 sec): 3 clusters
  Score: Raw -4611800.498968 + Penalty 11970.084839 = -4599830.414129
  nChanged 4
		SP:Iteration 69Q (34573.370000 sec): 3 clusters
  Score: Raw -4611801.992805 + Penalty 11970.084839 = -4599831.907966
  nChanged 6
		SP:Iteration 70Q (34573.490000 sec): 3 clusters
  Score: Raw -4611803.306900 + Penalty 11970.084839 = -4599833.222061
  nChanged 4
		SP:Iteration 71Q (34573.600000 sec): 3 clusters
  Score: Raw -4611804.157622 + Penalty 11970.084839 = -4599834.072783
  nChanged 3
		SP:Iteration 72Q (34573.720000 sec): 3 clusters
  Score: Raw -4611804.502425 + Penalty 11970.084839 = -4599834.417585
  nChanged 0
		SP:Iteration 73F (34573.860000 sec): 3 clusters
  Score: Raw -4611804.502425 + Penalty 11970.084839 = -4599834.417585
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34573.890000 sec): 2 clusters
  Score: Raw -867186.970563 + Penalty 4999.890405 = -862187.080158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34573.920000 sec): 3 clusters
  Score: Raw -866138.135270 + Penalty 9999.780810 = -856138.354460
  nChanged 999
		SP:Iteration 1F (34573.950000 sec): 3 clusters
  Score: Raw -867082.448956 + Penalty 9999.780810 = -857082.668145
  nChanged 273
		SP:Iteration 2F (34573.970000 sec): 3 clusters
  Score: Raw -867428.380886 + Penalty 9999.780810 = -857428.600076
  nChanged 168
		SP:Iteration 3Q (34574.000000 sec): 3 clusters
  Score: Raw -867695.982746 + Penalty 9999.780810 = -857696.201936
  nChanged 164
		SP:Iteration 4Q (34574.020000 sec): 3 clusters
  Score: Raw -868016.129439 + Penalty 9999.780810 = -858016.348629
  nChanged 202
		SP:Iteration 5F (34574.050000 sec): 3 clusters
  Score: Raw -868355.615644 + Penalty 9999.780810 = -858355.834834
  nChanged 174
		SP:Iteration 6Q (34574.070000 sec): 3 clusters
  Score: Raw -868693.403959 + Penalty 9999.780810 = -858693.623149
  nChanged 158
		SP:Iteration 7Q (34574.100000 sec): 3 clusters
  Score: Raw -868974.850790 + Penalty 9999.780810 = -858975.069980
  nChanged 124
		SP:Iteration 8Q (34574.120000 sec): 3 clusters
  Score: Raw -869167.785596 + Penalty 9999.780810 = -859168.004785
  nChanged 91
		SP:Iteration 9Q (34574.150000 sec): 3 clusters
  Score: Raw -869285.960171 + Penalty 9999.780810 = -859286.179360
  nChanged 66
		SP:Iteration 10Q (34574.170000 sec): 3 clusters
  Score: Raw -869364.107887 + Penalty 9999.780810 = -859364.327077
  nChanged 42
		SP:Iteration 11Q (34574.190000 sec): 3 clusters
  Score: Raw -869405.636746 + Penalty 9999.780810 = -859405.855935
  nChanged 27
		SP:Iteration 12Q (34574.220000 sec): 3 clusters
  Score: Raw -869436.037805 + Penalty 9999.780810 = -859436.256995
  nChanged 22
		SP:Iteration 13Q (34574.240000 sec): 3 clusters
  Score: Raw -869460.301384 + Penalty 9999.780810 = -859460.520574
  nChanged 16
		SP:Iteration 14Q (34574.270000 sec): 3 clusters
  Score: Raw -869476.600859 + Penalty 9999.780810 = -859476.820049
  nChanged 14
		SP:Iteration 15Q (34574.290000 sec): 3 clusters
  Score: Raw -869492.922941 + Penalty 9999.780810 = -859493.142131
  nChanged 7
		SP:Iteration 16Q (34574.310000 sec): 3 clusters
  Score: Raw -869498.453554 + Penalty 9999.780810 = -859498.672744
  nChanged 4
		SP:Iteration 17Q (34574.330000 sec): 3 clusters
  Score: Raw -869501.499283 + Penalty 9999.780810 = -859501.718473
  nChanged 4
		SP:Iteration 18Q (34574.360000 sec): 3 clusters
  Score: Raw -869505.313520 + Penalty 9999.780810 = -859505.532710
  nChanged 4
		SP:Iteration 19Q (34574.380000 sec): 3 clusters
  Score: Raw -869507.906054 + Penalty 9999.780810 = -859508.125244
  nChanged 3
		SP:Iteration 20F (34574.410000 sec): 3 clusters
  Score: Raw -869509.900774 + Penalty 9999.780810 = -859510.119964
  nChanged 1
		SP:Iteration 21Q (34574.430000 sec): 3 clusters
  Score: Raw -869510.369073 + Penalty 9999.780810 = -859510.588263
  nChanged 1
		SP:Iteration 22Q (34574.450000 sec): 3 clusters
  Score: Raw -869511.239851 + Penalty 9999.780810 = -859511.459041
  nChanged 1
		SP:Iteration 23Q (34574.480000 sec): 3 clusters
  Score: Raw -869511.989267 + Penalty 9999.780810 = -859512.208456
  nChanged 1
		SP:Iteration 24Q (34574.500000 sec): 3 clusters
  Score: Raw -869512.683095 + Penalty 9999.780810 = -859512.902285
  nChanged 2
		SP:Iteration 25Q (34574.530000 sec): 3 clusters
  Score: Raw -869514.026138 + Penalty 9999.780810 = -859514.245328
  nChanged 2
		SP:Iteration 26Q (34574.550000 sec): 3 clusters
  Score: Raw -869516.597167 + Penalty 9999.780810 = -859516.816357
  nChanged 4
		SP:Iteration 27Q (34574.570000 sec): 3 clusters
  Score: Raw -869520.732676 + Penalty 9999.780810 = -859520.951866
  nChanged 7
		SP:Iteration 28Q (34574.590000 sec): 3 clusters
  Score: Raw -869529.789547 + Penalty 9999.780810 = -859530.008737
  nChanged 5
		SP:Iteration 29Q (34574.610000 sec): 3 clusters
  Score: Raw -869533.542546 + Penalty 9999.780810 = -859533.761736
  nChanged 3
		SP:Iteration 30Q (34574.640000 sec): 3 clusters
  Score: Raw -869536.249101 + Penalty 9999.780810 = -859536.468291
  nChanged 3
		SP:Iteration 31Q (34574.660000 sec): 3 clusters
  Score: Raw -869538.386818 + Penalty 9999.780810 = -859538.606008
  nChanged 4
		SP:Iteration 32Q (34574.680000 sec): 3 clusters
  Score: Raw -869541.243471 + Penalty 9999.780810 = -859541.462661
  nChanged 3
		SP:Iteration 33Q (34574.710000 sec): 3 clusters
  Score: Raw -869543.556870 + Penalty 9999.780810 = -859543.776060
  nChanged 2
		SP:Iteration 34Q (34574.730000 sec): 3 clusters
  Score: Raw -869545.116769 + Penalty 9999.780810 = -859545.335959
  nChanged 1
		SP:Iteration 35Q (34574.750000 sec): 3 clusters
  Score: Raw -869545.471428 + Penalty 9999.780810 = -859545.690618
  nChanged 2
		SP:Iteration 36Q (34574.780000 sec): 3 clusters
  Score: Raw -869547.486048 + Penalty 9999.780810 = -859547.705238
  nChanged 1
		SP:Iteration 37Q (34574.800000 sec): 3 clusters
  Score: Raw -869552.105266 + Penalty 9999.780810 = -859552.324456
  nChanged 3
		SP:Iteration 38Q (34574.820000 sec): 3 clusters
  Score: Raw -869554.001413 + Penalty 9999.780810 = -859554.220603
  nChanged 2
		SP:Iteration 39Q (34574.850000 sec): 3 clusters
  Score: Raw -869556.251362 + Penalty 9999.780810 = -859556.470552
  nChanged 3
		SP:Iteration 40F (34574.870000 sec): 3 clusters
  Score: Raw -869558.188214 + Penalty 9999.780810 = -859558.407404
  nChanged 3
		SP:Iteration 41Q (34574.900000 sec): 3 clusters
  Score: Raw -869564.078782 + Penalty 9999.780810 = -859564.297972
  nChanged 4
		SP:Iteration 42Q (34574.920000 sec): 3 clusters
  Score: Raw -869569.740749 + Penalty 9999.780810 = -859569.959939
  nChanged 5
		SP:Iteration 43Q (34574.940000 sec): 3 clusters
  Score: Raw -869574.096774 + Penalty 9999.780810 = -859574.315964
  nChanged 9
		SP:Iteration 44Q (34574.970000 sec): 3 clusters
  Score: Raw -869582.587609 + Penalty 9999.780810 = -859582.806799
  nChanged 4
		SP:Iteration 45Q (34574.990000 sec): 3 clusters
  Score: Raw -869587.351686 + Penalty 9999.780810 = -859587.570876
  nChanged 2
		SP:Iteration 46Q (34575.010000 sec): 3 clusters
  Score: Raw -869588.668246 + Penalty 9999.780810 = -859588.887436
  nChanged 1
		SP:Iteration 47Q (34575.030000 sec): 3 clusters
  Score: Raw -869589.231632 + Penalty 9999.780810 = -859589.450822
  nChanged 1
		SP:Iteration 48Q (34575.060000 sec): 3 clusters
  Score: Raw -869589.665248 + Penalty 9999.780810 = -859589.884438
  nChanged 1
		SP:Iteration 49Q (34575.080000 sec): 3 clusters
  Score: Raw -869590.141578 + Penalty 9999.780810 = -859590.360768
  nChanged 1
		SP:Iteration 50Q (34575.110000 sec): 3 clusters
  Score: Raw -869591.054210 + Penalty 9999.780810 = -859591.273400
  nChanged 2
		SP:Iteration 51Q (34575.130000 sec): 3 clusters
  Score: Raw -869594.382910 + Penalty 9999.780810 = -859594.602100
  nChanged 2
		SP:Iteration 52Q (34575.150000 sec): 3 clusters
  Score: Raw -869595.910287 + Penalty 9999.780810 = -859596.129477
  nChanged 0
		SP:Iteration 53F (34575.180000 sec): 3 clusters
  Score: Raw -869595.910287 + Penalty 9999.780810 = -859596.129477
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34575.190000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34575.210000 sec): 3 clusters
  Score: Raw -382076.144538 + Penalty 8912.086091 = -373164.058447
  nChanged 274
		SP:Iteration 1F (34575.210000 sec): 3 clusters
  Score: Raw -382658.949697 + Penalty 8912.086091 = -373746.863606
  nChanged 91
		SP:Iteration 2F (34575.230000 sec): 3 clusters
  Score: Raw -383038.846260 + Penalty 8912.086091 = -374126.760168
  nChanged 54
		SP:Iteration 3Q (34575.240000 sec): 3 clusters
  Score: Raw -383221.042490 + Penalty 8912.086091 = -374308.956399
  nChanged 41
		SP:Iteration 4Q (34575.250000 sec): 3 clusters
  Score: Raw -383297.450356 + Penalty 8912.086091 = -374385.364265
  nChanged 31
		SP:Iteration 5Q (34575.260000 sec): 3 clusters
  Score: Raw -383374.996316 + Penalty 8912.086091 = -374462.910225
  nChanged 31
		SP:Iteration 6Q (34575.270000 sec): 3 clusters
  Score: Raw -383429.314452 + Penalty 8912.086091 = -374517.228361
  nChanged 18
		SP:Iteration 7Q (34575.280000 sec): 3 clusters
  Score: Raw -383464.099765 + Penalty 8912.086091 = -374552.013674
  nChanged 20
		SP:Iteration 8Q (34575.290000 sec): 3 clusters
  Score: Raw -383505.255032 + Penalty 8912.086091 = -374593.168940
  nChanged 18
		SP:Iteration 9Q (34575.300000 sec): 3 clusters
  Score: Raw -383543.128933 + Penalty 8912.086091 = -374631.042841
  nChanged 13
		SP:Iteration 10Q (34575.310000 sec): 3 clusters
  Score: Raw -383567.581830 + Penalty 8912.086091 = -374655.495738
  nChanged 12
		SP:Iteration 11Q (34575.320000 sec): 3 clusters
  Score: Raw -383595.559957 + Penalty 8912.086091 = -374683.473866
  nChanged 9
		SP:Iteration 12Q (34575.330000 sec): 3 clusters
  Score: Raw -383610.782729 + Penalty 8912.086091 = -374698.696638
  nChanged 8
		SP:Iteration 13Q (34575.330000 sec): 3 clusters
  Score: Raw -383631.855460 + Penalty 8912.086091 = -374719.769368
  nChanged 11
		SP:Iteration 14Q (34575.350000 sec): 3 clusters
  Score: Raw -383661.200466 + Penalty 8912.086091 = -374749.114374
  nChanged 9
		SP:Iteration 15Q (34575.350000 sec): 3 clusters
  Score: Raw -383681.335653 + Penalty 8912.086091 = -374769.249561
  nChanged 7
		SP:Iteration 16Q (34575.360000 sec): 3 clusters
  Score: Raw -383700.339404 + Penalty 8912.086091 = -374788.253313
  nChanged 7
		SP:Iteration 17Q (34575.370000 sec): 3 clusters
  Score: Raw -383720.528787 + Penalty 8912.086091 = -374808.442696
  nChanged 9
		SP:Iteration 18Q (34575.380000 sec): 3 clusters
  Score: Raw -383752.420916 + Penalty 8912.086091 = -374840.334825
  nChanged 10
		SP:Iteration 19Q (34575.390000 sec): 3 clusters
  Score: Raw -383779.921531 + Penalty 8912.086091 = -374867.835439
  nChanged 9
		SP:Iteration 20F (34575.400000 sec): 3 clusters
  Score: Raw -383797.617124 + Penalty 8912.086091 = -374885.531033
  nChanged 5
		SP:Iteration 21Q (34575.410000 sec): 3 clusters
  Score: Raw -383804.524509 + Penalty 8912.086091 = -374892.438418
  nChanged 3
		SP:Iteration 22Q (34575.420000 sec): 3 clusters
  Score: Raw -383814.969638 + Penalty 8912.086091 = -374902.883546
  nChanged 7
		SP:Iteration 23Q (34575.430000 sec): 3 clusters
  Score: Raw -383838.623620 + Penalty 8912.086091 = -374926.537528
  nChanged 6
		SP:Iteration 24Q (34575.440000 sec): 3 clusters
  Score: Raw -383857.182538 + Penalty 8912.086091 = -374945.096447
  nChanged 5
		SP:Iteration 25Q (34575.450000 sec): 3 clusters
  Score: Raw -383869.591653 + Penalty 8912.086091 = -374957.505562
  nChanged 7
		SP:Iteration 26Q (34575.460000 sec): 3 clusters
  Score: Raw -383892.223352 + Penalty 8912.086091 = -374980.137261
  nChanged 2
		SP:Iteration 27Q (34575.470000 sec): 3 clusters
  Score: Raw -383899.019185 + Penalty 8912.086091 = -374986.933093
  nChanged 5
		SP:Iteration 28Q (34575.470000 sec): 3 clusters
  Score: Raw -383910.450542 + Penalty 8912.086091 = -374998.364451
  nChanged 1
		SP:Iteration 29Q (34575.490000 sec): 3 clusters
  Score: Raw -383912.639365 + Penalty 8912.086091 = -375000.553274
  nChanged 0
		SP:Iteration 30F (34575.490000 sec): 3 clusters
  Score: Raw -383912.639365 + Penalty 8912.086091 = -375000.553274
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34575.510000 sec): 2 clusters
  Score: Raw -336462.275837 + Penalty 4393.579942 = -332068.695895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34575.520000 sec): 3 clusters
  Score: Raw -336412.392596 + Penalty 8787.159885 = -327625.232711
  nChanged 217
		SP:Iteration 1F (34575.530000 sec): 3 clusters
  Score: Raw -336817.322846 + Penalty 8787.159885 = -328030.162962
  nChanged 64
		SP:Iteration 2Q (34575.540000 sec): 3 clusters
  Score: Raw -336974.767116 + Penalty 8787.159885 = -328187.607231
  nChanged 22
		SP:Iteration 3Q (34575.550000 sec): 3 clusters
  Score: Raw -337024.864634 + Penalty 8787.159885 = -328237.704750
  nChanged 16
		SP:Iteration 4Q (34575.560000 sec): 3 clusters
  Score: Raw -337057.597795 + Penalty 8787.159885 = -328270.437910
  nChanged 8
		SP:Iteration 5Q (34575.570000 sec): 3 clusters
  Score: Raw -337072.967570 + Penalty 8787.159885 = -328285.807685
  nChanged 4
		SP:Iteration 6Q (34575.580000 sec): 3 clusters
  Score: Raw -337081.910124 + Penalty 8787.159885 = -328294.750240
  nChanged 2
		SP:Iteration 7Q (34575.590000 sec): 3 clusters
  Score: Raw -337086.043993 + Penalty 8787.159885 = -328298.884108
  nChanged 3
		SP:Iteration 8Q (34575.600000 sec): 3 clusters
  Score: Raw -337090.044259 + Penalty 8787.159885 = -328302.884375
  nChanged 1
		SP:Iteration 9Q (34575.610000 sec): 3 clusters
  Score: Raw -337090.926963 + Penalty 8787.159885 = -328303.767078
  nChanged 0
		SP:Iteration 10F (34575.620000 sec): 3 clusters
  Score: Raw -337090.926963 + Penalty 8787.159885 = -328303.767078
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34575.710000 sec): 2 clusters
  Score: Raw -3457723.066581 + Penalty 5815.729202 = -3451907.337379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34575.810000 sec): 3 clusters
  Score: Raw -3451229.944901 + Penalty 11631.458404 = -3439598.486497
  nChanged 5066
		SP:Iteration 1F (34575.910000 sec): 3 clusters
  Score: Raw -3453980.623979 + Penalty 11631.458404 = -3442349.165576
  nChanged 907
		SP:Iteration 2F (34576.020000 sec): 3 clusters
  Score: Raw -3454441.552267 + Penalty 11631.458404 = -3442810.093863
  nChanged 630
		SP:Iteration 3Q (34576.120000 sec): 3 clusters
  Score: Raw -3454737.649822 + Penalty 11631.458404 = -3443106.191418
  nChanged 444
		SP:Iteration 4Q (34576.220000 sec): 3 clusters
  Score: Raw -3454937.652920 + Penalty 11631.458404 = -3443306.194516
  nChanged 365
		SP:Iteration 5Q (34576.330000 sec): 3 clusters
  Score: Raw -3455101.812589 + Penalty 11631.458404 = -3443470.354186
  nChanged 340
		SP:Iteration 6Q (34576.430000 sec): 3 clusters
  Score: Raw -3455271.652564 + Penalty 11631.458404 = -3443640.194161
  nChanged 333
		SP:Iteration 7Q (34576.530000 sec): 3 clusters
  Score: Raw -3455459.598723 + Penalty 11631.458404 = -3443828.140319
  nChanged 354
		SP:Iteration 8Q (34576.630000 sec): 3 clusters
  Score: Raw -3455692.360965 + Penalty 11631.458404 = -3444060.902561
  nChanged 397
		SP:Iteration 9Q (34576.740000 sec): 3 clusters
  Score: Raw -3455968.683768 + Penalty 11631.458404 = -3444337.225365
  nChanged 443
		SP:Iteration 10Q (34576.840000 sec): 3 clusters
  Score: Raw -3456295.312669 + Penalty 11631.458404 = -3444663.854266
  nChanged 465
		SP:Iteration 11Q (34576.940000 sec): 3 clusters
  Score: Raw -3456673.561924 + Penalty 11631.458404 = -3445042.103521
  nChanged 512
		SP:Iteration 12Q (34577.040000 sec): 3 clusters
  Score: Raw -3457052.132571 + Penalty 11631.458404 = -3445420.674167
  nChanged 488
		SP:Iteration 13Q (34577.140000 sec): 3 clusters
  Score: Raw -3457410.493508 + Penalty 11631.458404 = -3445779.035104
  nChanged 446
		SP:Iteration 14Q (34577.240000 sec): 3 clusters
  Score: Raw -3457734.937024 + Penalty 11631.458404 = -3446103.478621
  nChanged 426
		SP:Iteration 15Q (34577.330000 sec): 3 clusters
  Score: Raw -3458014.488302 + Penalty 11631.458404 = -3446383.029898
  nChanged 360
		SP:Iteration 16Q (34577.430000 sec): 3 clusters
  Score: Raw -3458240.039293 + Penalty 11631.458404 = -3446608.580889
  nChanged 298
		SP:Iteration 17Q (34577.530000 sec): 3 clusters
  Score: Raw -3458425.352806 + Penalty 11631.458404 = -3446793.894402
  nChanged 275
		SP:Iteration 18Q (34577.630000 sec): 3 clusters
  Score: Raw -3458576.323980 + Penalty 11631.458404 = -3446944.865576
  nChanged 238
		SP:Iteration 19Q (34577.710000 sec): 3 clusters
  Score: Raw -3458681.614959 + Penalty 11631.458404 = -3447050.156555
  nChanged 183
		SP:Iteration 20F (34577.820000 sec): 3 clusters
  Score: Raw -3458769.401421 + Penalty 11631.458404 = -3447137.943017
  nChanged 194
		SP:Iteration 21Q (34577.910000 sec): 3 clusters
  Score: Raw -3458841.805715 + Penalty 11631.458404 = -3447210.347312
  nChanged 136
		SP:Iteration 22Q (34578.010000 sec): 3 clusters
  Score: Raw -3458894.819461 + Penalty 11631.458404 = -3447263.361057
  nChanged 109
		SP:Iteration 23Q (34578.100000 sec): 3 clusters
  Score: Raw -3458934.083243 + Penalty 11631.458404 = -3447302.624839
  nChanged 107
		SP:Iteration 24Q (34578.200000 sec): 3 clusters
  Score: Raw -3458970.837769 + Penalty 11631.458404 = -3447339.379366
  nChanged 95
		SP:Iteration 25Q (34578.290000 sec): 3 clusters
  Score: Raw -3459002.376985 + Penalty 11631.458404 = -3447370.918581
  nChanged 63
		SP:Iteration 26Q (34578.390000 sec): 3 clusters
  Score: Raw -3459020.583029 + Penalty 11631.458404 = -3447389.124626
  nChanged 54
		SP:Iteration 27Q (34578.480000 sec): 3 clusters
  Score: Raw -3459038.768643 + Penalty 11631.458404 = -3447407.310239
  nChanged 59
		SP:Iteration 28Q (34578.570000 sec): 3 clusters
  Score: Raw -3459057.831262 + Penalty 11631.458404 = -3447426.372858
  nChanged 70
		SP:Iteration 29Q (34578.660000 sec): 3 clusters
  Score: Raw -3459078.267951 + Penalty 11631.458404 = -3447446.809547
  nChanged 49
		SP:Iteration 30Q (34578.760000 sec): 3 clusters
  Score: Raw -3459092.927798 + Penalty 11631.458404 = -3447461.469394
  nChanged 51
		SP:Iteration 31Q (34578.850000 sec): 3 clusters
  Score: Raw -3459108.378887 + Penalty 11631.458404 = -3447476.920483
  nChanged 52
		SP:Iteration 32Q (34578.940000 sec): 3 clusters
  Score: Raw -3459126.369760 + Penalty 11631.458404 = -3447494.911356
  nChanged 62
		SP:Iteration 33Q (34579.040000 sec): 3 clusters
  Score: Raw -3459148.648852 + Penalty 11631.458404 = -3447517.190448
  nChanged 64
		SP:Iteration 34Q (34579.130000 sec): 3 clusters
  Score: Raw -3459172.563618 + Penalty 11631.458404 = -3447541.105215
  nChanged 73
		SP:Iteration 35Q (34579.220000 sec): 3 clusters
  Score: Raw -3459199.426904 + Penalty 11631.458404 = -3447567.968501
  nChanged 64
		SP:Iteration 36Q (34579.320000 sec): 3 clusters
  Score: Raw -3459219.425940 + Penalty 11631.458404 = -3447587.967536
  nChanged 63
		SP:Iteration 37Q (34579.410000 sec): 3 clusters
  Score: Raw -3459239.861633 + Penalty 11631.458404 = -3447608.403229
  nChanged 68
		SP:Iteration 38Q (34579.500000 sec): 3 clusters
  Score: Raw -3459261.126771 + Penalty 11631.458404 = -3447629.668367
  nChanged 62
		SP:Iteration 39Q (34579.600000 sec): 3 clusters
  Score: Raw -3459284.301421 + Penalty 11631.458404 = -3447652.843017
  nChanged 66
		SP:Iteration 40F (34579.700000 sec): 3 clusters
  Score: Raw -3459309.056184 + Penalty 11631.458404 = -3447677.597780
  nChanged 68
		SP:Iteration 41Q (34579.800000 sec): 3 clusters
  Score: Raw -3459335.398281 + Penalty 11631.458404 = -3447703.939878
  nChanged 79
		SP:Iteration 42Q (34579.890000 sec): 3 clusters
  Score: Raw -3459367.917345 + Penalty 11631.458404 = -3447736.458941
  nChanged 87
		SP:Iteration 43Q (34579.980000 sec): 3 clusters
  Score: Raw -3459403.702382 + Penalty 11631.458404 = -3447772.243979
  nChanged 95
		SP:Iteration 44Q (34580.080000 sec): 3 clusters
  Score: Raw -3459443.289898 + Penalty 11631.458404 = -3447811.831494
  nChanged 94
		SP:Iteration 45Q (34580.170000 sec): 3 clusters
  Score: Raw -3459479.156319 + Penalty 11631.458404 = -3447847.697915
  nChanged 87
		SP:Iteration 46Q (34580.260000 sec): 3 clusters
  Score: Raw -3459512.243895 + Penalty 11631.458404 = -3447880.785492
  nChanged 83
		SP:Iteration 47Q (34580.360000 sec): 3 clusters
  Score: Raw -3459542.486514 + Penalty 11631.458404 = -3447911.028110
  nChanged 84
		SP:Iteration 48Q (34580.450000 sec): 3 clusters
  Score: Raw -3459572.489637 + Penalty 11631.458404 = -3447941.031234
  nChanged 74
		SP:Iteration 49Q (34580.550000 sec): 3 clusters
  Score: Raw -3459598.594695 + Penalty 11631.458404 = -3447967.136291
  nChanged 73
		SP:Iteration 50Q (34580.640000 sec): 3 clusters
  Score: Raw -3459627.339611 + Penalty 11631.458404 = -3447995.881208
  nChanged 75
		SP:Iteration 51Q (34580.730000 sec): 3 clusters
  Score: Raw -3459654.370812 + Penalty 11631.458404 = -3448022.912408
  nChanged 61
		SP:Iteration 52Q (34580.820000 sec): 3 clusters
  Score: Raw -3459678.664846 + Penalty 11631.458404 = -3448047.206442
  nChanged 83
		SP:Iteration 53Q (34580.920000 sec): 3 clusters
  Score: Raw -3459711.330481 + Penalty 11631.458404 = -3448079.872078
  nChanged 87
		SP:Iteration 54Q (34581.010000 sec): 3 clusters
  Score: Raw -3459744.336078 + Penalty 11631.458404 = -3448112.877674
  nChanged 76
		SP:Iteration 55Q (34581.100000 sec): 3 clusters
  Score: Raw -3459772.790186 + Penalty 11631.458404 = -3448141.331782
  nChanged 70
		SP:Iteration 56Q (34581.190000 sec): 3 clusters
  Score: Raw -3459805.307070 + Penalty 11631.458404 = -3448173.848666
  nChanged 83
		SP:Iteration 57Q (34581.280000 sec): 3 clusters
  Score: Raw -3459845.166460 + Penalty 11631.458404 = -3448213.708056
  nChanged 81
		SP:Iteration 58Q (34581.370000 sec): 3 clusters
  Score: Raw -3459881.872565 + Penalty 11631.458404 = -3448250.414162
  nChanged 82
		SP:Iteration 59Q (34581.470000 sec): 3 clusters
  Score: Raw -3459911.972356 + Penalty 11631.458404 = -3448280.513952
  nChanged 72
		SP:Iteration 60F (34581.570000 sec): 3 clusters
  Score: Raw -3459941.980947 + Penalty 11631.458404 = -3448310.522544
  nChanged 60
		SP:Iteration 61Q (34581.670000 sec): 3 clusters
  Score: Raw -3459967.985467 + Penalty 11631.458404 = -3448336.527064
  nChanged 81
		SP:Iteration 62Q (34581.760000 sec): 3 clusters
  Score: Raw -3460001.239938 + Penalty 11631.458404 = -3448369.781534
  nChanged 72
		SP:Iteration 63Q (34581.850000 sec): 3 clusters
  Score: Raw -3460029.457192 + Penalty 11631.458404 = -3448397.998789
  nChanged 49
		SP:Iteration 64Q (34581.930000 sec): 3 clusters
  Score: Raw -3460047.609003 + Penalty 11631.458404 = -3448416.150600
  nChanged 47
		SP:Iteration 65Q (34582.030000 sec): 3 clusters
  Score: Raw -3460064.752793 + Penalty 11631.458404 = -3448433.294389
  nChanged 35
		SP:Iteration 66Q (34582.110000 sec): 3 clusters
  Score: Raw -3460076.000187 + Penalty 11631.458404 = -3448444.541783
  nChanged 21
		SP:Iteration 67Q (34582.210000 sec): 3 clusters
  Score: Raw -3460083.046678 + Penalty 11631.458404 = -3448451.588275
  nChanged 29
		SP:Iteration 68Q (34582.300000 sec): 3 clusters
  Score: Raw -3460090.771834 + Penalty 11631.458404 = -3448459.313430
  nChanged 23
		SP:Iteration 69Q (34582.390000 sec): 3 clusters
  Score: Raw -3460096.576782 + Penalty 11631.458404 = -3448465.118378
  nChanged 22
		SP:Iteration 70Q (34582.480000 sec): 3 clusters
  Score: Raw -3460103.516266 + Penalty 11631.458404 = -3448472.057862
  nChanged 18
		SP:Iteration 71Q (34582.570000 sec): 3 clusters
  Score: Raw -3460108.863696 + Penalty 11631.458404 = -3448477.405292
  nChanged 17
		SP:Iteration 72Q (34582.660000 sec): 3 clusters
  Score: Raw -3460113.919382 + Penalty 11631.458404 = -3448482.460979
  nChanged 12
		SP:Iteration 73Q (34582.750000 sec): 3 clusters
  Score: Raw -3460116.495010 + Penalty 11631.458404 = -3448485.036607
  nChanged 5
		SP:Iteration 74Q (34582.840000 sec): 3 clusters
  Score: Raw -3460117.951117 + Penalty 11631.458404 = -3448486.492714
  nChanged 4
		SP:Iteration 75Q (34582.930000 sec): 3 clusters
  Score: Raw -3460118.986468 + Penalty 11631.458404 = -3448487.528064
  nChanged 0
		SP:Iteration 76F (34583.030000 sec): 3 clusters
  Score: Raw -3460118.986468 + Penalty 11631.458404 = -3448487.528064
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (15838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34583.140000 sec): 2 clusters
  Score: Raw -4222257.791804 + Penalty 5922.977529 = -4216334.814275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34583.260000 sec): 3 clusters
  Score: Raw -4214276.419750 + Penalty 11845.955059 = -4202430.464691
  nChanged 6229
		SP:Iteration 1F (34583.380000 sec): 3 clusters
  Score: Raw -4217578.774786 + Penalty 11845.955059 = -4205732.819728
  nChanged 1136
		SP:Iteration 2F (34583.500000 sec): 3 clusters
  Score: Raw -4218191.675986 + Penalty 11845.955059 = -4206345.720927
  nChanged 794
		SP:Iteration 3F (34583.620000 sec): 3 clusters
  Score: Raw -4218562.129926 + Penalty 11845.955059 = -4206716.174867
  nChanged 613
		SP:Iteration 4Q (34583.740000 sec): 3 clusters
  Score: Raw -4218827.496242 + Penalty 11845.955059 = -4206981.541183
  nChanged 479
		SP:Iteration 5Q (34583.860000 sec): 3 clusters
  Score: Raw -4219037.341650 + Penalty 11845.955059 = -4207191.386591
  nChanged 416
		SP:Iteration 6Q (34583.980000 sec): 3 clusters
  Score: Raw -4219232.722521 + Penalty 11845.955059 = -4207386.767462
  nChanged 406
		SP:Iteration 7Q (34584.110000 sec): 3 clusters
  Score: Raw -4219437.268279 + Penalty 11845.955059 = -4207591.313220
  nChanged 401
		SP:Iteration 8Q (34584.230000 sec): 3 clusters
  Score: Raw -4219638.025213 + Penalty 11845.955059 = -4207792.070154
  nChanged 384
		SP:Iteration 9Q (34584.350000 sec): 3 clusters
  Score: Raw -4219834.720145 + Penalty 11845.955059 = -4207988.765087
  nChanged 426
		SP:Iteration 10Q (34584.460000 sec): 3 clusters
  Score: Raw -4220066.247371 + Penalty 11845.955059 = -4208220.292312
  nChanged 462
		SP:Iteration 11Q (34584.580000 sec): 3 clusters
  Score: Raw -4220305.755504 + Penalty 11845.955059 = -4208459.800445
  nChanged 459
		SP:Iteration 12Q (34584.700000 sec): 3 clusters
  Score: Raw -4220553.408534 + Penalty 11845.955059 = -4208707.453475
  nChanged 452
		SP:Iteration 13Q (34584.820000 sec): 3 clusters
  Score: Raw -4220794.259864 + Penalty 11845.955059 = -4208948.304806
  nChanged 445
		SP:Iteration 14Q (34584.940000 sec): 3 clusters
  Score: Raw -4221025.738774 + Penalty 11845.955059 = -4209179.783716
  nChanged 400
		SP:Iteration 15Q (34585.060000 sec): 3 clusters
  Score: Raw -4221221.534235 + Penalty 11845.955059 = -4209375.579177
  nChanged 372
		SP:Iteration 16Q (34585.180000 sec): 3 clusters
  Score: Raw -4221397.488199 + Penalty 11845.955059 = -4209551.533141
  nChanged 346
		SP:Iteration 17Q (34585.300000 sec): 3 clusters
  Score: Raw -4221569.592909 + Penalty 11845.955059 = -4209723.637850
  nChanged 342
		SP:Iteration 18Q (34585.420000 sec): 3 clusters
  Score: Raw -4221738.941646 + Penalty 11845.955059 = -4209892.986587
  nChanged 331
		SP:Iteration 19Q (34585.540000 sec): 3 clusters
  Score: Raw -4221907.738512 + Penalty 11845.955059 = -4210061.783454
  nChanged 309
		SP:Iteration 20F (34585.660000 sec): 3 clusters
  Score: Raw -4222069.979130 + Penalty 11845.955059 = -4210224.024071
  nChanged 296
		SP:Iteration 21Q (34585.770000 sec): 3 clusters
  Score: Raw -4222231.166198 + Penalty 11845.955059 = -4210385.211139
  nChanged 282
		SP:Iteration 22Q (34585.890000 sec): 3 clusters
  Score: Raw -4222390.046629 + Penalty 11845.955059 = -4210544.091570
  nChanged 237
		SP:Iteration 23Q (34586.010000 sec): 3 clusters
  Score: Raw -4222524.611506 + Penalty 11845.955059 = -4210678.656448
  nChanged 247
		SP:Iteration 24Q (34586.130000 sec): 3 clusters
  Score: Raw -4222655.012554 + Penalty 11845.955059 = -4210809.057495
  nChanged 226
		SP:Iteration 25Q (34586.250000 sec): 3 clusters
  Score: Raw -4222781.044135 + Penalty 11845.955059 = -4210935.089076
  nChanged 198
		SP:Iteration 26Q (34586.360000 sec): 3 clusters
  Score: Raw -4222886.966339 + Penalty 11845.955059 = -4211041.011281
  nChanged 168
		SP:Iteration 27Q (34586.480000 sec): 3 clusters
  Score: Raw -4222979.252324 + Penalty 11845.955059 = -4211133.297265
  nChanged 158
		SP:Iteration 28Q (34586.600000 sec): 3 clusters
  Score: Raw -4223063.029744 + Penalty 11845.955059 = -4211217.074686
  nChanged 159
		SP:Iteration 29Q (34586.710000 sec): 3 clusters
  Score: Raw -4223149.993220 + Penalty 11845.955059 = -4211304.038162
  nChanged 140
		SP:Iteration 30Q (34586.830000 sec): 3 clusters
  Score: Raw -4223221.242278 + Penalty 11845.955059 = -4211375.287220
  nChanged 128
		SP:Iteration 31Q (34586.940000 sec): 3 clusters
  Score: Raw -4223284.760541 + Penalty 11845.955059 = -4211438.805482
  nChanged 120
		SP:Iteration 32Q (34587.050000 sec): 3 clusters
  Score: Raw -4223348.369232 + Penalty 11845.955059 = -4211502.414174
  nChanged 120
		SP:Iteration 33Q (34587.170000 sec): 3 clusters
  Score: Raw -4223410.763323 + Penalty 11845.955059 = -4211564.808264
  nChanged 96
		SP:Iteration 34Q (34587.280000 sec): 3 clusters
  Score: Raw -4223464.870224 + Penalty 11845.955059 = -4211618.915165
  nChanged 92
		SP:Iteration 35Q (34587.390000 sec): 3 clusters
  Score: Raw -4223512.462847 + Penalty 11845.955059 = -4211666.507789
  nChanged 79
		SP:Iteration 36Q (34587.500000 sec): 3 clusters
  Score: Raw -4223555.524272 + Penalty 11845.955059 = -4211709.569214
  nChanged 75
		SP:Iteration 37Q (34587.600000 sec): 3 clusters
  Score: Raw -4223593.927580 + Penalty 11845.955059 = -4211747.972522
  nChanged 73
		SP:Iteration 38Q (34587.710000 sec): 3 clusters
  Score: Raw -4223633.433907 + Penalty 11845.955059 = -4211787.478848
  nChanged 73
		SP:Iteration 39Q (34587.820000 sec): 3 clusters
  Score: Raw -4223670.316158 + Penalty 11845.955059 = -4211824.361099
  nChanged 67
		SP:Iteration 40F (34587.940000 sec): 3 clusters
  Score: Raw -4223712.165031 + Penalty 11845.955059 = -4211866.209973
  nChanged 79
		SP:Iteration 41Q (34588.040000 sec): 3 clusters
  Score: Raw -4223762.027308 + Penalty 11845.955059 = -4211916.072250
  nChanged 67
		SP:Iteration 42Q (34588.150000 sec): 3 clusters
  Score: Raw -4223798.660369 + Penalty 11845.955059 = -4211952.705310
  nChanged 60
		SP:Iteration 43Q (34588.260000 sec): 3 clusters
  Score: Raw -4223835.487538 + Penalty 11845.955059 = -4211989.532479
  nChanged 50
		SP:Iteration 44Q (34588.360000 sec): 3 clusters
  Score: Raw -4223863.595834 + Penalty 11845.955059 = -4212017.640775
  nChanged 39
		SP:Iteration 45Q (34588.470000 sec): 3 clusters
  Score: Raw -4223882.392562 + Penalty 11845.955059 = -4212036.437504
  nChanged 30
		SP:Iteration 46Q (34588.570000 sec): 3 clusters
  Score: Raw -4223898.530282 + Penalty 11845.955059 = -4212052.575223
  nChanged 35
		SP:Iteration 47Q (34588.670000 sec): 3 clusters
  Score: Raw -4223922.720722 + Penalty 11845.955059 = -4212076.765664
  nChanged 40
		SP:Iteration 48Q (34588.770000 sec): 3 clusters
  Score: Raw -4223945.415566 + Penalty 11845.955059 = -4212099.460508
  nChanged 40
		SP:Iteration 49Q (34588.870000 sec): 3 clusters
  Score: Raw -4223964.912653 + Penalty 11845.955059 = -4212118.957595
  nChanged 37
		SP:Iteration 50Q (34588.970000 sec): 3 clusters
  Score: Raw -4223978.092716 + Penalty 11845.955059 = -4212132.137657
  nChanged 23
		SP:Iteration 51Q (34589.070000 sec): 3 clusters
  Score: Raw -4223986.203385 + Penalty 11845.955059 = -4212140.248326
  nChanged 22
		SP:Iteration 52Q (34589.170000 sec): 3 clusters
  Score: Raw -4223997.248473 + Penalty 11845.955059 = -4212151.293414
  nChanged 22
		SP:Iteration 53Q (34589.270000 sec): 3 clusters
  Score: Raw -4224008.298381 + Penalty 11845.955059 = -4212162.343322
  nChanged 16
		SP:Iteration 54Q (34589.370000 sec): 3 clusters
  Score: Raw -4224014.955246 + Penalty 11845.955059 = -4212169.000187
  nChanged 14
		SP:Iteration 55Q (34589.470000 sec): 3 clusters
  Score: Raw -4224021.338825 + Penalty 11845.955059 = -4212175.383766
  nChanged 13
		SP:Iteration 56Q (34589.570000 sec): 3 clusters
  Score: Raw -4224026.197193 + Penalty 11845.955059 = -4212180.242135
  nChanged 16
		SP:Iteration 57Q (34589.670000 sec): 3 clusters
  Score: Raw -4224032.940466 + Penalty 11845.955059 = -4212186.985407
  nChanged 13
		SP:Iteration 58Q (34589.770000 sec): 3 clusters
  Score: Raw -4224037.827342 + Penalty 11845.955059 = -4212191.872283
  nChanged 6
		SP:Iteration 59Q (34589.860000 sec): 3 clusters
  Score: Raw -4224040.546318 + Penalty 11845.955059 = -4212194.591260
  nChanged 6
		SP:Iteration 60F (34589.980000 sec): 3 clusters
  Score: Raw -4224042.203768 + Penalty 11845.955059 = -4212196.248709
  nChanged 1
		SP:Iteration 61Q (34590.080000 sec): 3 clusters
  Score: Raw -4224042.546031 + Penalty 11845.955059 = -4212196.590972
  nChanged 4
		SP:Iteration 62Q (34590.180000 sec): 3 clusters
  Score: Raw -4224044.234182 + Penalty 11845.955059 = -4212198.279124
  nChanged 5
		SP:Iteration 63Q (34590.280000 sec): 3 clusters
  Score: Raw -4224046.852131 + Penalty 11845.955059 = -4212200.897072
  nChanged 5
		SP:Iteration 64Q (34590.380000 sec): 3 clusters
  Score: Raw -4224049.636303 + Penalty 11845.955059 = -4212203.681245
  nChanged 7
		SP:Iteration 65Q (34590.480000 sec): 3 clusters
  Score: Raw -4224052.983884 + Penalty 11845.955059 = -4212207.028825
  nChanged 5
		SP:Iteration 66Q (34590.570000 sec): 3 clusters
  Score: Raw -4224054.668978 + Penalty 11845.955059 = -4212208.713920
  nChanged 4
		SP:Iteration 67Q (34590.670000 sec): 3 clusters
  Score: Raw -4224056.544876 + Penalty 11845.955059 = -4212210.589817
  nChanged 5
		SP:Iteration 68Q (34590.770000 sec): 3 clusters
  Score: Raw -4224058.457906 + Penalty 11845.955059 = -4212212.502847
  nChanged 5
		SP:Iteration 69Q (34590.870000 sec): 3 clusters
  Score: Raw -4224060.177068 + Penalty 11845.955059 = -4212214.222009
  nChanged 2
		SP:Iteration 70Q (34590.970000 sec): 3 clusters
  Score: Raw -4224060.925420 + Penalty 11845.955059 = -4212214.970361
  nChanged 2
		SP:Iteration 71Q (34591.070000 sec): 3 clusters
  Score: Raw -4224061.722470 + Penalty 11845.955059 = -4212215.767412
  nChanged 1
		SP:Iteration 72Q (34591.170000 sec): 3 clusters
  Score: Raw -4224061.909907 + Penalty 11845.955059 = -4212215.954848
  nChanged 1
		SP:Iteration 73Q (34591.270000 sec): 3 clusters
  Score: Raw -4224062.274098 + Penalty 11845.955059 = -4212216.319039
  nChanged 2
		SP:Iteration 74Q (34591.370000 sec): 3 clusters
  Score: Raw -4224062.933138 + Penalty 11845.955059 = -4212216.978079
  nChanged 0
		SP:Iteration 75F (34591.490000 sec): 3 clusters
  Score: Raw -4224062.933138 + Penalty 11845.955059 = -4212216.978079
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34592.090000 sec): 2 clusters
  Score: Raw -23712147.148749 + Penalty 6980.124694 = -23705167.024055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34592.770000 sec): 3 clusters
  Score: Raw -23658087.005043 + Penalty 13960.249388 = -23644126.755655
  nChanged 40541
		SP:Iteration 1F (34593.440000 sec): 3 clusters
  Score: Raw -23680213.965799 + Penalty 13960.249388 = -23666253.716411
  nChanged 3973
		SP:Iteration 2Q (34594.130000 sec): 3 clusters
  Score: Raw -23681470.748029 + Penalty 13960.249388 = -23667510.498641
  nChanged 3775
		SP:Iteration 3Q (34594.810000 sec): 3 clusters
  Score: Raw -23682725.047861 + Penalty 13960.249388 = -23668764.798473
  nChanged 3796
		SP:Iteration 4Q (34595.490000 sec): 3 clusters
  Score: Raw -23684147.593036 + Penalty 13960.249388 = -23670187.343648
  nChanged 4106
		SP:Iteration 5Q (34596.160000 sec): 3 clusters
  Score: Raw -23685957.160382 + Penalty 13960.249388 = -23671996.910994
  nChanged 4739
		SP:Iteration 6F (34596.840000 sec): 3 clusters
  Score: Raw -23688390.625012 + Penalty 13960.249388 = -23674430.375624
  nChanged 5244
		SP:Iteration 7F (34597.510000 sec): 3 clusters
  Score: Raw -23691415.600924 + Penalty 13960.249388 = -23677455.351536
  nChanged 5428
		SP:Iteration 8F (34598.180000 sec): 3 clusters
  Score: Raw -23694940.342654 + Penalty 13960.249388 = -23680980.093266
  nChanged 5417
		SP:Iteration 9F (34598.850000 sec): 3 clusters
  Score: Raw -23698669.361193 + Penalty 13960.249388 = -23684709.111805
  nChanged 4961
		SP:Iteration 10F (34599.530000 sec): 3 clusters
  Score: Raw -23702259.478517 + Penalty 13960.249388 = -23688299.229129
  nChanged 4259
		SP:Iteration 11Q (34600.200000 sec): 3 clusters
  Score: Raw -23705380.572192 + Penalty 13960.249388 = -23691420.322804
  nChanged 3410
		SP:Iteration 12Q (34600.870000 sec): 3 clusters
  Score: Raw -23707913.185930 + Penalty 13960.249388 = -23693952.936542
  nChanged 2461
		SP:Iteration 13Q (34601.530000 sec): 3 clusters
  Score: Raw -23709712.341902 + Penalty 13960.249388 = -23695752.092514
  nChanged 1730
		SP:Iteration 14Q (34602.170000 sec): 3 clusters
  Score: Raw -23710953.706051 + Penalty 13960.249388 = -23696993.456663
  nChanged 1151
		SP:Iteration 15Q (34602.790000 sec): 3 clusters
  Score: Raw -23711779.066072 + Penalty 13960.249388 = -23697818.816684
  nChanged 749
		SP:Iteration 16Q (34603.380000 sec): 3 clusters
  Score: Raw -23712314.294152 + Penalty 13960.249388 = -23698354.044764
  nChanged 469
		SP:Iteration 17Q (34603.940000 sec): 3 clusters
  Score: Raw -23712626.756586 + Penalty 13960.249388 = -23698666.507197
  nChanged 291
		SP:Iteration 18Q (34604.480000 sec): 3 clusters
  Score: Raw -23712819.419328 + Penalty 13960.249388 = -23698859.169939
  nChanged 182
		SP:Iteration 19Q (34605.010000 sec): 3 clusters
  Score: Raw -23712949.110023 + Penalty 13960.249388 = -23698988.860634
  nChanged 138
		SP:Iteration 20F (34605.670000 sec): 3 clusters
  Score: Raw -23713041.330845 + Penalty 13960.249388 = -23699081.081457
  nChanged 99
		SP:Iteration 21Q (34606.190000 sec): 3 clusters
  Score: Raw -23713102.107136 + Penalty 13960.249388 = -23699141.857748
  nChanged 62
		SP:Iteration 22Q (34606.700000 sec): 3 clusters
  Score: Raw -23713142.823060 + Penalty 13960.249388 = -23699182.573672
  nChanged 61
		SP:Iteration 23Q (34607.210000 sec): 3 clusters
  Score: Raw -23713176.019397 + Penalty 13960.249388 = -23699215.770009
  nChanged 39
		SP:Iteration 24Q (34607.710000 sec): 3 clusters
  Score: Raw -23713196.430105 + Penalty 13960.249388 = -23699236.180717
  nChanged 18
		SP:Iteration 25Q (34608.210000 sec): 3 clusters
  Score: Raw -23713208.546202 + Penalty 13960.249388 = -23699248.296814
  nChanged 20
		SP:Iteration 26Q (34608.710000 sec): 3 clusters
  Score: Raw -23713220.382030 + Penalty 13960.249388 = -23699260.132642
  nChanged 12
		SP:Iteration 27Q (34609.200000 sec): 3 clusters
  Score: Raw -23713227.953597 + Penalty 13960.249388 = -23699267.704209
  nChanged 19
		SP:Iteration 28Q (34609.700000 sec): 3 clusters
  Score: Raw -23713238.742234 + Penalty 13960.249388 = -23699278.492846
  nChanged 17
		SP:Iteration 29Q (34610.190000 sec): 3 clusters
  Score: Raw -23713249.745892 + Penalty 13960.249388 = -23699289.496503
  nChanged 19
		SP:Iteration 30Q (34610.690000 sec): 3 clusters
  Score: Raw -23713260.471273 + Penalty 13960.249388 = -23699300.221885
  nChanged 10
		SP:Iteration 31Q (34611.190000 sec): 3 clusters
  Score: Raw -23713265.977620 + Penalty 13960.249388 = -23699305.728232
  nChanged 12
		SP:Iteration 32Q (34611.680000 sec): 3 clusters
  Score: Raw -23713271.893008 + Penalty 13960.249388 = -23699311.643620
  nChanged 10
		SP:Iteration 33Q (34612.180000 sec): 3 clusters
  Score: Raw -23713276.414273 + Penalty 13960.249388 = -23699316.164885
  nChanged 10
		SP:Iteration 34Q (34612.660000 sec): 3 clusters
  Score: Raw -23713281.944096 + Penalty 13960.249388 = -23699321.694708
  nChanged 9
		SP:Iteration 35Q (34613.160000 sec): 3 clusters
  Score: Raw -23713286.307834 + Penalty 13960.249388 = -23699326.058446
  nChanged 7
		SP:Iteration 36Q (34613.650000 sec): 3 clusters
  Score: Raw -23713289.677163 + Penalty 13960.249388 = -23699329.427775
  nChanged 5
		SP:Iteration 37Q (34614.140000 sec): 3 clusters
  Score: Raw -23713291.804547 + Penalty 13960.249388 = -23699331.555159
  nChanged 3
		SP:Iteration 38Q (34614.640000 sec): 3 clusters
  Score: Raw -23713293.408208 + Penalty 13960.249388 = -23699333.158820
  nChanged 0
		SP:Iteration 39F (34615.320000 sec): 3 clusters
  Score: Raw -23713293.408208 + Penalty 13960.249388 = -23699333.158820
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (8400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34615.430000 sec): 2 clusters
  Score: Raw -2137510.689769 + Penalty 5534.542028 = -2131976.147741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34615.490000 sec): 3 clusters
  Score: Raw -2133873.146280 + Penalty 11069.084056 = -2122804.062223
  nChanged 2970
		SP:Iteration 1F (34615.550000 sec): 3 clusters
  Score: Raw -2135756.977965 + Penalty 11069.084056 = -2124687.893909
  nChanged 640
		SP:Iteration 2F (34615.620000 sec): 3 clusters
  Score: Raw -2136302.042809 + Penalty 11069.084056 = -2125232.958753
  nChanged 484
		SP:Iteration 3F (34615.680000 sec): 3 clusters
  Score: Raw -2136762.932242 + Penalty 11069.084056 = -2125693.848186
  nChanged 435
		SP:Iteration 4F (34615.750000 sec): 3 clusters
  Score: Raw -2137208.369798 + Penalty 11069.084056 = -2126139.285741
  nChanged 420
		SP:Iteration 5Q (34615.810000 sec): 3 clusters
  Score: Raw -2137710.432590 + Penalty 11069.084056 = -2126641.348534
  nChanged 465
		SP:Iteration 6F (34615.870000 sec): 3 clusters
  Score: Raw -2138312.077952 + Penalty 11069.084056 = -2127242.993896
  nChanged 522
		SP:Iteration 7F (34615.940000 sec): 3 clusters
  Score: Raw -2139148.064070 + Penalty 11069.084056 = -2128078.980014
  nChanged 558
		SP:Iteration 8F (34616.000000 sec): 3 clusters
  Score: Raw -2140108.280308 + Penalty 11069.084056 = -2129039.196252
  nChanged 504
		SP:Iteration 9F (34616.070000 sec): 3 clusters
  Score: Raw -2140943.038108 + Penalty 11069.084056 = -2129873.954051
  nChanged 374
		SP:Iteration 10Q (34616.120000 sec): 3 clusters
  Score: Raw -2141429.739293 + Penalty 11069.084056 = -2130360.655236
  nChanged 244
		SP:Iteration 11Q (34616.180000 sec): 3 clusters
  Score: Raw -2141680.520557 + Penalty 11069.084056 = -2130611.436501
  nChanged 142
		SP:Iteration 12Q (34616.230000 sec): 3 clusters
  Score: Raw -2141830.159271 + Penalty 11069.084056 = -2130761.075215
  nChanged 115
		SP:Iteration 13Q (34616.290000 sec): 3 clusters
  Score: Raw -2141974.538576 + Penalty 11069.084056 = -2130905.454520
  nChanged 72
		SP:Iteration 14Q (34616.340000 sec): 3 clusters
  Score: Raw -2142052.846938 + Penalty 11069.084056 = -2130983.762882
  nChanged 46
		SP:Iteration 15Q (34616.390000 sec): 3 clusters
  Score: Raw -2142100.127159 + Penalty 11069.084056 = -2131031.043102
  nChanged 48
		SP:Iteration 16Q (34616.450000 sec): 3 clusters
  Score: Raw -2142132.061124 + Penalty 11069.084056 = -2131062.977067
  nChanged 31
		SP:Iteration 17Q (34616.500000 sec): 3 clusters
  Score: Raw -2142144.583337 + Penalty 11069.084056 = -2131075.499280
  nChanged 13
		SP:Iteration 18Q (34616.550000 sec): 3 clusters
  Score: Raw -2142152.456360 + Penalty 11069.084056 = -2131083.372304
  nChanged 11
		SP:Iteration 19Q (34616.610000 sec): 3 clusters
  Score: Raw -2142158.310791 + Penalty 11069.084056 = -2131089.226735
  nChanged 6
		SP:Iteration 20F (34616.670000 sec): 3 clusters
  Score: Raw -2142161.431763 + Penalty 11069.084056 = -2131092.347706
  nChanged 3
		SP:Iteration 21Q (34616.720000 sec): 3 clusters
  Score: Raw -2142162.408211 + Penalty 11069.084056 = -2131093.324154
  nChanged 3
		SP:Iteration 22Q (34616.780000 sec): 3 clusters
  Score: Raw -2142163.364085 + Penalty 11069.084056 = -2131094.280029
  nChanged 2
		SP:Iteration 23Q (34616.830000 sec): 3 clusters
  Score: Raw -2142164.884143 + Penalty 11069.084056 = -2131095.800087
  nChanged 3
		SP:Iteration 24Q (34616.880000 sec): 3 clusters
  Score: Raw -2142166.302636 + Penalty 11069.084056 = -2131097.218579
  nChanged 4
		SP:Iteration 25Q (34616.940000 sec): 3 clusters
  Score: Raw -2142168.891147 + Penalty 11069.084056 = -2131099.807091
  nChanged 2
		SP:Iteration 26Q (34616.990000 sec): 3 clusters
  Score: Raw -2142169.745429 + Penalty 11069.084056 = -2131100.661373
  nChanged 1
		SP:Iteration 27Q (34617.040000 sec): 3 clusters
  Score: Raw -2142169.977693 + Penalty 11069.084056 = -2131100.893636
  nChanged 0
		SP:Iteration 28F (34617.100000 sec): 3 clusters
  Score: Raw -2142169.977693 + Penalty 11069.084056 = -2131100.893636
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34617.120000 sec): 2 clusters
  Score: Raw -87735.746918 + Penalty 3759.357821 = -83976.389097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34617.120000 sec): 3 clusters
  Score: Raw -88673.527992 + Penalty 7518.715641 = -81154.812351
  nChanged 67
		SP:Iteration 1F (34617.120000 sec): 3 clusters
  Score: Raw -88996.006443 + Penalty 7518.715641 = -81477.290802
  nChanged 26
		SP:Iteration 2F (34617.130000 sec): 3 clusters
  Score: Raw -89123.830002 + Penalty 7518.715641 = -81605.114360
  nChanged 30
		SP:Iteration 3F (34617.130000 sec): 3 clusters
  Score: Raw -89366.957633 + Penalty 7518.715641 = -81848.241991
  nChanged 25
		SP:Iteration 4F (34617.140000 sec): 3 clusters
  Score: Raw -89506.664496 + Penalty 7518.715641 = -81987.948855
  nChanged 15
		SP:Iteration 5Q (34617.140000 sec): 3 clusters
  Score: Raw -89661.299377 + Penalty 7518.715641 = -82142.583736
  nChanged 10
		SP:Iteration 6Q (34617.140000 sec): 3 clusters
  Score: Raw -89852.210377 + Penalty 7518.715641 = -82333.494736
  nChanged 9
		SP:Iteration 7Q (34617.140000 sec): 3 clusters
  Score: Raw -89956.200682 + Penalty 7518.715641 = -82437.485041
  nChanged 1
		SP:Iteration 8Q (34617.150000 sec): 3 clusters
  Score: Raw -89968.858209 + Penalty 7518.715641 = -82450.142568
  nChanged 0
		SP:Iteration 9F (34617.150000 sec): 3 clusters
  Score: Raw -89969.487776 + Penalty 7518.715641 = -82450.772135
  nChanged 1
		SP:Iteration 10Q (34617.160000 sec): 3 clusters
  Score: Raw -90013.116898 + Penalty 7518.715641 = -82494.401257
  nChanged 0
		SP:Iteration 11F (34617.160000 sec): 3 clusters
  Score: Raw -90022.839583 + Penalty 7518.715641 = -82504.123942
  nChanged 1
		SP:Iteration 12Q (34617.160000 sec): 3 clusters
  Score: Raw -90078.214707 + Penalty 7518.715641 = -82559.499066
  nChanged 2
		SP:Iteration 13Q (34617.160000 sec): 3 clusters
  Score: Raw -90107.178719 + Penalty 7518.715641 = -82588.463078
  nChanged 1
		SP:Iteration 14Q (34617.170000 sec): 3 clusters
  Score: Raw -90114.359902 + Penalty 7518.715641 = -82595.644261
  nChanged 4
		SP:Iteration 15Q (34617.170000 sec): 3 clusters
  Score: Raw -90286.583167 + Penalty 7518.715641 = -82767.867526
  nChanged 6
		SP:Iteration 16Q (34617.170000 sec): 3 clusters
  Score: Raw -90440.276558 + Penalty 7518.715641 = -82921.560917
  nChanged 3
		SP:Iteration 17Q (34617.180000 sec): 3 clusters
  Score: Raw -90603.199750 + Penalty 7518.715641 = -83084.484109
  nChanged 3
		SP:Iteration 18Q (34617.180000 sec): 3 clusters
  Score: Raw -90670.318625 + Penalty 7518.715641 = -83151.602983
  nChanged 2
		SP:Iteration 19Q (34617.180000 sec): 3 clusters
  Score: Raw -90848.973407 + Penalty 7518.715641 = -83330.257765
  nChanged 3
		SP:Iteration 20F (34617.180000 sec): 3 clusters
  Score: Raw -91125.479062 + Penalty 7518.715641 = -83606.763421
  nChanged 9
		SP:Iteration 21Q (34617.190000 sec): 3 clusters
  Score: Raw -91672.656501 + Penalty 7518.715641 = -84153.940860
  nChanged 4
		SP:Iteration 22Q (34617.190000 sec): 3 clusters
  Score: Raw -91768.725477 + Penalty 7518.715641 = -84250.009836
  nChanged 5
		SP:Iteration 23Q (34617.190000 sec): 3 clusters
  Score: Raw -91894.745205 + Penalty 7518.715641 = -84376.029563
  nChanged 6
		SP:Iteration 24Q (34617.200000 sec): 3 clusters
  Score: Raw -92069.361851 + Penalty 7518.715641 = -84550.646209
  nChanged 2
		SP:Iteration 25Q (34617.200000 sec): 3 clusters
  Score: Raw -92322.582983 + Penalty 7518.715641 = -84803.867342
  nChanged 0
		SP:Iteration 26F (34617.200000 sec): 3 clusters
  Score: Raw -92335.593624 + Penalty 7518.715641 = -84816.877983
  nChanged 2
		SP:Iteration 27Q (34617.210000 sec): 3 clusters
  Score: Raw -92392.464939 + Penalty 7518.715641 = -84873.749298
  nChanged 1
		SP:Iteration 28Q (34617.210000 sec): 3 clusters
  Score: Raw -92402.022289 + Penalty 7518.715641 = -84883.306648
  nChanged 1
		SP:Iteration 29Q (34617.210000 sec): 3 clusters
  Score: Raw -92466.600160 + Penalty 7518.715641 = -84947.884519
  nChanged 0
		SP:Iteration 30F (34617.220000 sec): 3 clusters
  Score: Raw -92466.600160 + Penalty 7518.715641 = -84947.884519
  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 23.77 GB.

 Trying to split cluster 50 (27664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34617.410000 sec): 2 clusters
  Score: Raw -7352598.682850 + Penalty 6264.580915 = -7346334.101936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34617.620000 sec): 3 clusters
  Score: Raw -7337599.231248 + Penalty 12529.161830 = -7325070.069418
  nChanged 11695
		SP:Iteration 1F (34617.830000 sec): 3 clusters
  Score: Raw -7343808.427134 + Penalty 12529.161830 = -7331279.265304
  nChanged 1791
		SP:Iteration 2F (34618.040000 sec): 3 clusters
  Score: Raw -7344637.892569 + Penalty 12529.161830 = -7332108.730739
  nChanged 1442
		SP:Iteration 3F (34618.250000 sec): 3 clusters
  Score: Raw -7345317.101429 + Penalty 12529.161830 = -7332787.939599
  nChanged 1228
		SP:Iteration 4Q (34618.460000 sec): 3 clusters
  Score: Raw -7345970.092240 + Penalty 12529.161830 = -7333440.930411
  nChanged 1211
		SP:Iteration 5Q (34618.670000 sec): 3 clusters
  Score: Raw -7346722.801632 + Penalty 12529.161830 = -7334193.639803
  nChanged 1333
		SP:Iteration 6Q (34618.880000 sec): 3 clusters
  Score: Raw -7347596.033888 + Penalty 12529.161830 = -7335066.872058
  nChanged 1392
		SP:Iteration 7F (34619.080000 sec): 3 clusters
  Score: Raw -7348501.422746 + Penalty 12529.161830 = -7335972.260917
  nChanged 1280
		SP:Iteration 8Q (34619.290000 sec): 3 clusters
  Score: Raw -7349249.375522 + Penalty 12529.161830 = -7336720.213692
  nChanged 1175
		SP:Iteration 9Q (34619.500000 sec): 3 clusters
  Score: Raw -7349882.655311 + Penalty 12529.161830 = -7337353.493482
  nChanged 1065
		SP:Iteration 10Q (34619.710000 sec): 3 clusters
  Score: Raw -7350354.399315 + Penalty 12529.161830 = -7337825.237485
  nChanged 813
		SP:Iteration 11Q (34619.920000 sec): 3 clusters
  Score: Raw -7350673.128286 + Penalty 12529.161830 = -7338143.966457
  nChanged 681
		SP:Iteration 12Q (34620.120000 sec): 3 clusters
  Score: Raw -7350921.869124 + Penalty 12529.161830 = -7338392.707294
  nChanged 581
		SP:Iteration 13Q (34620.320000 sec): 3 clusters
  Score: Raw -7351125.087898 + Penalty 12529.161830 = -7338595.926068
  nChanged 543
		SP:Iteration 14Q (34620.530000 sec): 3 clusters
  Score: Raw -7351300.657938 + Penalty 12529.161830 = -7338771.496108
  nChanged 482
		SP:Iteration 15Q (34620.730000 sec): 3 clusters
  Score: Raw -7351440.978759 + Penalty 12529.161830 = -7338911.816929
  nChanged 384
		SP:Iteration 16Q (34620.940000 sec): 3 clusters
  Score: Raw -7351541.908434 + Penalty 12529.161830 = -7339012.746605
  nChanged 350
		SP:Iteration 17Q (34621.140000 sec): 3 clusters
  Score: Raw -7351627.923719 + Penalty 12529.161830 = -7339098.761890
  nChanged 320
		SP:Iteration 18Q (34621.340000 sec): 3 clusters
  Score: Raw -7351706.357006 + Penalty 12529.161830 = -7339177.195176
  nChanged 295
		SP:Iteration 19Q (34621.540000 sec): 3 clusters
  Score: Raw -7351777.568370 + Penalty 12529.161830 = -7339248.406540
  nChanged 297
		SP:Iteration 20F (34621.760000 sec): 3 clusters
  Score: Raw -7351846.759852 + Penalty 12529.161830 = -7339317.598022
  nChanged 277
		SP:Iteration 21Q (34621.960000 sec): 3 clusters
  Score: Raw -7351922.636253 + Penalty 12529.161830 = -7339393.474423
  nChanged 326
		SP:Iteration 22Q (34622.160000 sec): 3 clusters
  Score: Raw -7352011.231177 + Penalty 12529.161830 = -7339482.069347
  nChanged 335
		SP:Iteration 23Q (34622.360000 sec): 3 clusters
  Score: Raw -7352107.914778 + Penalty 12529.161830 = -7339578.752949
  nChanged 330
		SP:Iteration 24Q (34622.560000 sec): 3 clusters
  Score: Raw -7352206.260156 + Penalty 12529.161830 = -7339677.098327
  nChanged 347
		SP:Iteration 25Q (34622.760000 sec): 3 clusters
  Score: Raw -7352321.945211 + Penalty 12529.161830 = -7339792.783381
  nChanged 380
		SP:Iteration 26Q (34622.970000 sec): 3 clusters
  Score: Raw -7352452.978603 + Penalty 12529.161830 = -7339923.816773
  nChanged 391
		SP:Iteration 27Q (34623.170000 sec): 3 clusters
  Score: Raw -7352591.996041 + Penalty 12529.161830 = -7340062.834211
  nChanged 382
		SP:Iteration 28Q (34623.370000 sec): 3 clusters
  Score: Raw -7352730.276339 + Penalty 12529.161830 = -7340201.114509
  nChanged 377
		SP:Iteration 29Q (34623.570000 sec): 3 clusters
  Score: Raw -7352869.990106 + Penalty 12529.161830 = -7340340.828277
  nChanged 356
		SP:Iteration 30Q (34623.770000 sec): 3 clusters
  Score: Raw -7353008.132189 + Penalty 12529.161830 = -7340478.970359
  nChanged 342
		SP:Iteration 31Q (34623.970000 sec): 3 clusters
  Score: Raw -7353131.614341 + Penalty 12529.161830 = -7340602.452511
  nChanged 294
		SP:Iteration 32Q (34624.170000 sec): 3 clusters
  Score: Raw -7353238.725096 + Penalty 12529.161830 = -7340709.563266
  nChanged 279
		SP:Iteration 33Q (34624.370000 sec): 3 clusters
  Score: Raw -7353338.096397 + Penalty 12529.161830 = -7340808.934567
  nChanged 233
		SP:Iteration 34Q (34624.570000 sec): 3 clusters
  Score: Raw -7353425.314329 + Penalty 12529.161830 = -7340896.152499
  nChanged 226
		SP:Iteration 35Q (34624.780000 sec): 3 clusters
  Score: Raw -7353504.880032 + Penalty 12529.161830 = -7340975.718202
  nChanged 170
		SP:Iteration 36Q (34624.980000 sec): 3 clusters
  Score: Raw -7353562.316629 + Penalty 12529.161830 = -7341033.154800
  nChanged 141
		SP:Iteration 37Q (34625.170000 sec): 3 clusters
  Score: Raw -7353610.756625 + Penalty 12529.161830 = -7341081.594795
  nChanged 134
		SP:Iteration 38Q (34625.370000 sec): 3 clusters
  Score: Raw -7353659.964011 + Penalty 12529.161830 = -7341130.802181
  nChanged 120
		SP:Iteration 39Q (34625.570000 sec): 3 clusters
  Score: Raw -7353698.234254 + Penalty 12529.161830 = -7341169.072424
  nChanged 92
		SP:Iteration 40F (34625.780000 sec): 3 clusters
  Score: Raw -7353726.997378 + Penalty 12529.161830 = -7341197.835548
  nChanged 94
		SP:Iteration 41Q (34625.980000 sec): 3 clusters
  Score: Raw -7353756.558010 + Penalty 12529.161830 = -7341227.396181
  nChanged 81
		SP:Iteration 42Q (34626.170000 sec): 3 clusters
  Score: Raw -7353784.517023 + Penalty 12529.161830 = -7341255.355193
  nChanged 67
		SP:Iteration 43Q (34626.370000 sec): 3 clusters
  Score: Raw -7353807.201571 + Penalty 12529.161830 = -7341278.039741
  nChanged 59
		SP:Iteration 44Q (34626.560000 sec): 3 clusters
  Score: Raw -7353826.828801 + Penalty 12529.161830 = -7341297.666972
  nChanged 52
		SP:Iteration 45Q (34626.760000 sec): 3 clusters
  Score: Raw -7353842.181095 + Penalty 12529.161830 = -7341313.019265
  nChanged 42
		SP:Iteration 46Q (34626.960000 sec): 3 clusters
  Score: Raw -7353855.947548 + Penalty 12529.161830 = -7341326.785718
  nChanged 39
		SP:Iteration 47Q (34627.150000 sec): 3 clusters
  Score: Raw -7353867.984281 + Penalty 12529.161830 = -7341338.822452
  nChanged 37
		SP:Iteration 48Q (34627.350000 sec): 3 clusters
  Score: Raw -7353879.472928 + Penalty 12529.161830 = -7341350.311099
  nChanged 39
		SP:Iteration 49Q (34627.540000 sec): 3 clusters
  Score: Raw -7353891.578695 + Penalty 12529.161830 = -7341362.416866
  nChanged 36
		SP:Iteration 50Q (34627.740000 sec): 3 clusters
  Score: Raw -7353903.400215 + Penalty 12529.161830 = -7341374.238385
  nChanged 33
		SP:Iteration 51Q (34627.930000 sec): 3 clusters
  Score: Raw -7353914.520070 + Penalty 12529.161830 = -7341385.358240
  nChanged 37
		SP:Iteration 52Q (34628.130000 sec): 3 clusters
  Score: Raw -7353927.300923 + Penalty 12529.161830 = -7341398.139093
  nChanged 41
		SP:Iteration 53Q (34628.320000 sec): 3 clusters
  Score: Raw -7353941.299726 + Penalty 12529.161830 = -7341412.137896
  nChanged 26
		SP:Iteration 54Q (34628.520000 sec): 3 clusters
  Score: Raw -7353949.899286 + Penalty 12529.161830 = -7341420.737456
  nChanged 30
		SP:Iteration 55Q (34628.710000 sec): 3 clusters
  Score: Raw -7353959.123054 + Penalty 12529.161830 = -7341429.961224
  nChanged 31
		SP:Iteration 56Q (34628.900000 sec): 3 clusters
  Score: Raw -7353968.497304 + Penalty 12529.161830 = -7341439.335474
  nChanged 22
		SP:Iteration 57Q (34629.100000 sec): 3 clusters
  Score: Raw -7353974.602436 + Penalty 12529.161830 = -7341445.440607
  nChanged 21
		SP:Iteration 58Q (34629.290000 sec): 3 clusters
  Score: Raw -7353980.480883 + Penalty 12529.161830 = -7341451.319054
  nChanged 14
		SP:Iteration 59Q (34629.490000 sec): 3 clusters
  Score: Raw -7353984.436867 + Penalty 12529.161830 = -7341455.275037
  nChanged 12
		SP:Iteration 60F (34629.700000 sec): 3 clusters
  Score: Raw -7353988.206917 + Penalty 12529.161830 = -7341459.045087
  nChanged 14
		SP:Iteration 61Q (34629.890000 sec): 3 clusters
  Score: Raw -7353993.016910 + Penalty 12529.161830 = -7341463.855080
  nChanged 20
		SP:Iteration 62Q (34630.080000 sec): 3 clusters
  Score: Raw -7354001.346947 + Penalty 12529.161830 = -7341472.185117
  nChanged 23
		SP:Iteration 63Q (34630.280000 sec): 3 clusters
  Score: Raw -7354010.424023 + Penalty 12529.161830 = -7341481.262194
  nChanged 26
		SP:Iteration 64Q (34630.470000 sec): 3 clusters
  Score: Raw -7354018.132420 + Penalty 12529.161830 = -7341488.970590
  nChanged 24
		SP:Iteration 65Q (34630.660000 sec): 3 clusters
  Score: Raw -7354026.873409 + Penalty 12529.161830 = -7341497.711579
  nChanged 27
		SP:Iteration 66Q (34630.860000 sec): 3 clusters
  Score: Raw -7354036.435377 + Penalty 12529.161830 = -7341507.273547
  nChanged 20
		SP:Iteration 67Q (34631.060000 sec): 3 clusters
  Score: Raw -7354043.468882 + Penalty 12529.161830 = -7341514.307052
  nChanged 13
		SP:Iteration 68Q (34631.250000 sec): 3 clusters
  Score: Raw -7354048.819088 + Penalty 12529.161830 = -7341519.657258
  nChanged 12
		SP:Iteration 69Q (34631.440000 sec): 3 clusters
  Score: Raw -7354052.889936 + Penalty 12529.161830 = -7341523.728106
  nChanged 14
		SP:Iteration 70Q (34631.630000 sec): 3 clusters
  Score: Raw -7354056.934092 + Penalty 12529.161830 = -7341527.772263
  nChanged 14
		SP:Iteration 71Q (34631.820000 sec): 3 clusters
  Score: Raw -7354061.084397 + Penalty 12529.161830 = -7341531.922568
  nChanged 10
		SP:Iteration 72Q (34632.010000 sec): 3 clusters
  Score: Raw -7354064.711282 + Penalty 12529.161830 = -7341535.549452
  nChanged 11
		SP:Iteration 73Q (34632.200000 sec): 3 clusters
  Score: Raw -7354068.838515 + Penalty 12529.161830 = -7341539.676686
  nChanged 19
		SP:Iteration 74Q (34632.400000 sec): 3 clusters
  Score: Raw -7354076.854155 + Penalty 12529.161830 = -7341547.692326
  nChanged 18
		SP:Iteration 75Q (34632.580000 sec): 3 clusters
  Score: Raw -7354084.187104 + Penalty 12529.161830 = -7341555.025274
  nChanged 16
		SP:Iteration 76Q (34632.770000 sec): 3 clusters
  Score: Raw -7354089.957320 + Penalty 12529.161830 = -7341560.795490
  nChanged 17
		SP:Iteration 77Q (34632.960000 sec): 3 clusters
  Score: Raw -7354095.346214 + Penalty 12529.161830 = -7341566.184384
  nChanged 14
		SP:Iteration 78Q (34633.150000 sec): 3 clusters
  Score: Raw -7354100.730832 + Penalty 12529.161830 = -7341571.569003
  nChanged 14
		SP:Iteration 79Q (34633.340000 sec): 3 clusters
  Score: Raw -7354105.281510 + Penalty 12529.161830 = -7341576.119680
  nChanged 8
		SP:Iteration 80F (34633.540000 sec): 3 clusters
  Score: Raw -7354107.783475 + Penalty 12529.161830 = -7341578.621645
  nChanged 9
		SP:Iteration 81Q (34633.730000 sec): 3 clusters
  Score: Raw -7354110.999465 + Penalty 12529.161830 = -7341581.837636
  nChanged 8
		SP:Iteration 82Q (34633.920000 sec): 3 clusters
  Score: Raw -7354114.006787 + Penalty 12529.161830 = -7341584.844958
  nChanged 13
		SP:Iteration 83Q (34634.110000 sec): 3 clusters
  Score: Raw -7354120.014189 + Penalty 12529.161830 = -7341590.852359
  nChanged 17
		SP:Iteration 84Q (34634.300000 sec): 3 clusters
  Score: Raw -7354126.250890 + Penalty 12529.161830 = -7341597.089060
  nChanged 9
		SP:Iteration 85Q (34634.480000 sec): 3 clusters
  Score: Raw -7354129.173014 + Penalty 12529.161830 = -7341600.011185
  nChanged 6
		SP:Iteration 86Q (34634.670000 sec): 3 clusters
  Score: Raw -7354131.235071 + Penalty 12529.161830 = -7341602.073241
  nChanged 5
		SP:Iteration 87Q (34634.860000 sec): 3 clusters
  Score: Raw -7354133.029320 + Penalty 12529.161830 = -7341603.867490
  nChanged 4
		SP:Iteration 88Q (34635.050000 sec): 3 clusters
  Score: Raw -7354135.595835 + Penalty 12529.161830 = -7341606.434005
  nChanged 6
		SP:Iteration 89Q (34635.240000 sec): 3 clusters
  Score: Raw -7354138.672270 + Penalty 12529.161830 = -7341609.510440
  nChanged 3
		SP:Iteration 90Q (34635.430000 sec): 3 clusters
  Score: Raw -7354139.710542 + Penalty 12529.161830 = -7341610.548712
  nChanged 5
		SP:Iteration 91Q (34635.620000 sec): 3 clusters
  Score: Raw -7354141.117330 + Penalty 12529.161830 = -7341611.955501
  nChanged 2
		SP:Iteration 92Q (34635.800000 sec): 3 clusters
  Score: Raw -7354141.707022 + Penalty 12529.161830 = -7341612.545193
  nChanged 5
		SP:Iteration 93Q (34635.990000 sec): 3 clusters
  Score: Raw -7354143.032785 + Penalty 12529.161830 = -7341613.870956
  nChanged 3
		SP:Iteration 94Q (34636.180000 sec): 3 clusters
  Score: Raw -7354143.960279 + Penalty 12529.161830 = -7341614.798450
  nChanged 4
		SP:Iteration 95Q (34636.360000 sec): 3 clusters
  Score: Raw -7354145.062331 + Penalty 12529.161830 = -7341615.900501
  nChanged 3
		SP:Iteration 96Q (34636.550000 sec): 3 clusters
  Score: Raw -7354145.945547 + Penalty 12529.161830 = -7341616.783718
  nChanged 0
		SP:Iteration 97F (34636.770000 sec): 3 clusters
  Score: Raw -7354145.945547 + Penalty 12529.161830 = -7341616.783718
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34636.790000 sec): 2 clusters
  Score: Raw -126912.822375 + Penalty 3858.106414 = -123054.715962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34636.790000 sec): 3 clusters
  Score: Raw -127408.213471 + Penalty 7716.212827 = -119692.000643
  nChanged 66
		SP:Iteration 1F (34636.800000 sec): 3 clusters
  Score: Raw -127750.916956 + Penalty 7716.212827 = -120034.704129
  nChanged 32
		SP:Iteration 2F (34636.810000 sec): 3 clusters
  Score: Raw -128119.748767 + Penalty 7716.212827 = -120403.535939
  nChanged 23
		SP:Iteration 3Q (34636.810000 sec): 3 clusters
  Score: Raw -128427.940173 + Penalty 7716.212827 = -120711.727346
  nChanged 13
		SP:Iteration 4Q (34636.810000 sec): 3 clusters
  Score: Raw -128526.488757 + Penalty 7716.212827 = -120810.275930
  nChanged 12
		SP:Iteration 5Q (34636.810000 sec): 3 clusters
  Score: Raw -128619.293508 + Penalty 7716.212827 = -120903.080680
  nChanged 8
		SP:Iteration 6Q (34636.820000 sec): 3 clusters
  Score: Raw -128695.611787 + Penalty 7716.212827 = -120979.398960
  nChanged 5
		SP:Iteration 7Q (34636.820000 sec): 3 clusters
  Score: Raw -128718.282610 + Penalty 7716.212827 = -121002.069783
  nChanged 1
		SP:Iteration 8Q (34636.830000 sec): 3 clusters
  Score: Raw -128721.471236 + Penalty 7716.212827 = -121005.258409
  nChanged 1
		SP:Iteration 9Q (34636.830000 sec): 3 clusters
  Score: Raw -128724.715254 + Penalty 7716.212827 = -121008.502427
  nChanged 1
		SP:Iteration 10Q (34636.830000 sec): 3 clusters
  Score: Raw -128748.307357 + Penalty 7716.212827 = -121032.094530
  nChanged 0
		SP:Iteration 11F (34636.840000 sec): 3 clusters
  Score: Raw -128748.307357 + Penalty 7716.212827 = -121032.094530
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34636.930000 sec): 2 clusters
  Score: Raw -3553371.210175 + Penalty 5826.099578 = -3547545.110597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34637.040000 sec): 3 clusters
  Score: Raw -3546789.118075 + Penalty 11652.199156 = -3535136.918919
  nChanged 5183
		SP:Iteration 1F (34637.140000 sec): 3 clusters
  Score: Raw -3549615.612700 + Penalty 11652.199156 = -3537963.413544
  nChanged 990
		SP:Iteration 2F (34637.240000 sec): 3 clusters
  Score: Raw -3550186.092393 + Penalty 11652.199156 = -3538533.893236
  nChanged 718
		SP:Iteration 3F (34637.340000 sec): 3 clusters
  Score: Raw -3550638.037109 + Penalty 11652.199156 = -3538985.837953
  nChanged 652
		SP:Iteration 4Q (34637.440000 sec): 3 clusters
  Score: Raw -3551038.810501 + Penalty 11652.199156 = -3539386.611345
  nChanged 576
		SP:Iteration 5Q (34637.540000 sec): 3 clusters
  Score: Raw -3551427.632195 + Penalty 11652.199156 = -3539775.433038
  nChanged 595
		SP:Iteration 6Q (34637.640000 sec): 3 clusters
  Score: Raw -3551868.916603 + Penalty 11652.199156 = -3540216.717447
  nChanged 622
		SP:Iteration 7Q (34637.750000 sec): 3 clusters
  Score: Raw -3552341.755808 + Penalty 11652.199156 = -3540689.556652
  nChanged 609
		SP:Iteration 8Q (34637.850000 sec): 3 clusters
  Score: Raw -3552822.869702 + Penalty 11652.199156 = -3541170.670545
  nChanged 585
		SP:Iteration 9Q (34637.950000 sec): 3 clusters
  Score: Raw -3553277.821801 + Penalty 11652.199156 = -3541625.622645
  nChanged 516
		SP:Iteration 10Q (34638.050000 sec): 3 clusters
  Score: Raw -3553658.082015 + Penalty 11652.199156 = -3542005.882859
  nChanged 417
		SP:Iteration 11Q (34638.150000 sec): 3 clusters
  Score: Raw -3553964.764092 + Penalty 11652.199156 = -3542312.564936
  nChanged 306
		SP:Iteration 12Q (34638.250000 sec): 3 clusters
  Score: Raw -3554149.128275 + Penalty 11652.199156 = -3542496.929119
  nChanged 263
		SP:Iteration 13Q (34638.350000 sec): 3 clusters
  Score: Raw -3554324.603618 + Penalty 11652.199156 = -3542672.404462
  nChanged 212
		SP:Iteration 14Q (34638.450000 sec): 3 clusters
  Score: Raw -3554445.206267 + Penalty 11652.199156 = -3542793.007111
  nChanged 176
		SP:Iteration 15Q (34638.550000 sec): 3 clusters
  Score: Raw -3554536.261547 + Penalty 11652.199156 = -3542884.062391
  nChanged 145
		SP:Iteration 16Q (34638.650000 sec): 3 clusters
  Score: Raw -3554604.071592 + Penalty 11652.199156 = -3542951.872435
  nChanged 114
		SP:Iteration 17Q (34638.750000 sec): 3 clusters
  Score: Raw -3554657.823076 + Penalty 11652.199156 = -3543005.623920
  nChanged 114
		SP:Iteration 18Q (34638.840000 sec): 3 clusters
  Score: Raw -3554715.850321 + Penalty 11652.199156 = -3543063.651165
  nChanged 111
		SP:Iteration 19Q (34638.940000 sec): 3 clusters
  Score: Raw -3554768.742668 + Penalty 11652.199156 = -3543116.543512
  nChanged 111
		SP:Iteration 20F (34639.040000 sec): 3 clusters
  Score: Raw -3554827.438484 + Penalty 11652.199156 = -3543175.239328
  nChanged 111
		SP:Iteration 21Q (34639.140000 sec): 3 clusters
  Score: Raw -3554896.152329 + Penalty 11652.199156 = -3543243.953172
  nChanged 134
		SP:Iteration 22Q (34639.230000 sec): 3 clusters
  Score: Raw -3555000.517452 + Penalty 11652.199156 = -3543348.318296
  nChanged 161
		SP:Iteration 23Q (34639.330000 sec): 3 clusters
  Score: Raw -3555114.265821 + Penalty 11652.199156 = -3543462.066665
  nChanged 180
		SP:Iteration 24Q (34639.430000 sec): 3 clusters
  Score: Raw -3555252.135551 + Penalty 11652.199156 = -3543599.936395
  nChanged 206
		SP:Iteration 25Q (34639.530000 sec): 3 clusters
  Score: Raw -3555401.234647 + Penalty 11652.199156 = -3543749.035490
  nChanged 174
		SP:Iteration 26Q (34639.620000 sec): 3 clusters
  Score: Raw -3555510.110879 + Penalty 11652.199156 = -3543857.911722
  nChanged 158
		SP:Iteration 27Q (34639.720000 sec): 3 clusters
  Score: Raw -3555598.102042 + Penalty 11652.199156 = -3543945.902886
  nChanged 147
		SP:Iteration 28Q (34639.810000 sec): 3 clusters
  Score: Raw -3555664.013340 + Penalty 11652.199156 = -3544011.814183
  nChanged 129
		SP:Iteration 29Q (34639.910000 sec): 3 clusters
  Score: Raw -3555712.641993 + Penalty 11652.199156 = -3544060.442837
  nChanged 109
		SP:Iteration 30Q (34640.000000 sec): 3 clusters
  Score: Raw -3555760.741662 + Penalty 11652.199156 = -3544108.542505
  nChanged 108
		SP:Iteration 31Q (34640.100000 sec): 3 clusters
  Score: Raw -3555797.500961 + Penalty 11652.199156 = -3544145.301805
  nChanged 92
		SP:Iteration 32Q (34640.190000 sec): 3 clusters
  Score: Raw -3555826.646396 + Penalty 11652.199156 = -3544174.447240
  nChanged 72
		SP:Iteration 33Q (34640.280000 sec): 3 clusters
  Score: Raw -3555848.294925 + Penalty 11652.199156 = -3544196.095769
  nChanged 45
		SP:Iteration 34Q (34640.380000 sec): 3 clusters
  Score: Raw -3555862.508144 + Penalty 11652.199156 = -3544210.308988
  nChanged 42
		SP:Iteration 35Q (34640.470000 sec): 3 clusters
  Score: Raw -3555874.045494 + Penalty 11652.199156 = -3544221.846338
  nChanged 36
		SP:Iteration 36Q (34640.560000 sec): 3 clusters
  Score: Raw -3555882.176607 + Penalty 11652.199156 = -3544229.977451
  nChanged 27
		SP:Iteration 37Q (34640.660000 sec): 3 clusters
  Score: Raw -3555891.967885 + Penalty 11652.199156 = -3544239.768729
  nChanged 30
		SP:Iteration 38Q (34640.750000 sec): 3 clusters
  Score: Raw -3555900.546808 + Penalty 11652.199156 = -3544248.347651
  nChanged 39
		SP:Iteration 39Q (34640.840000 sec): 3 clusters
  Score: Raw -3555910.898914 + Penalty 11652.199156 = -3544258.699757
  nChanged 42
		SP:Iteration 40F (34640.940000 sec): 3 clusters
  Score: Raw -3555919.964705 + Penalty 11652.199156 = -3544267.765549
  nChanged 36
		SP:Iteration 41Q (34641.040000 sec): 3 clusters
  Score: Raw -3555928.408239 + Penalty 11652.199156 = -3544276.209083
  nChanged 28
		SP:Iteration 42Q (34641.130000 sec): 3 clusters
  Score: Raw -3555934.746882 + Penalty 11652.199156 = -3544282.547725
  nChanged 21
		SP:Iteration 43Q (34641.220000 sec): 3 clusters
  Score: Raw -3555941.771159 + Penalty 11652.199156 = -3544289.572002
  nChanged 26
		SP:Iteration 44Q (34641.310000 sec): 3 clusters
  Score: Raw -3555948.292180 + Penalty 11652.199156 = -3544296.093023
  nChanged 20
		SP:Iteration 45Q (34641.400000 sec): 3 clusters
  Score: Raw -3555953.148590 + Penalty 11652.199156 = -3544300.949433
  nChanged 19
		SP:Iteration 46Q (34641.500000 sec): 3 clusters
  Score: Raw -3555956.814506 + Penalty 11652.199156 = -3544304.615350
  nChanged 19
		SP:Iteration 47Q (34641.590000 sec): 3 clusters
  Score: Raw -3555961.037690 + Penalty 11652.199156 = -3544308.838533
  nChanged 17
		SP:Iteration 48Q (34641.680000 sec): 3 clusters
  Score: Raw -3555965.246444 + Penalty 11652.199156 = -3544313.047287
  nChanged 16
		SP:Iteration 49Q (34641.770000 sec): 3 clusters
  Score: Raw -3555969.093729 + Penalty 11652.199156 = -3544316.894573
  nChanged 16
		SP:Iteration 50Q (34641.860000 sec): 3 clusters
  Score: Raw -3555972.843302 + Penalty 11652.199156 = -3544320.644145
  nChanged 14
		SP:Iteration 51Q (34641.960000 sec): 3 clusters
  Score: Raw -3555975.825956 + Penalty 11652.199156 = -3544323.626800
  nChanged 13
		SP:Iteration 52Q (34642.050000 sec): 3 clusters
  Score: Raw -3555978.830471 + Penalty 11652.199156 = -3544326.631314
  nChanged 8
		SP:Iteration 53Q (34642.140000 sec): 3 clusters
  Score: Raw -3555981.088891 + Penalty 11652.199156 = -3544328.889735
  nChanged 7
		SP:Iteration 54Q (34642.230000 sec): 3 clusters
  Score: Raw -3555983.249475 + Penalty 11652.199156 = -3544331.050318
  nChanged 11
		SP:Iteration 55Q (34642.320000 sec): 3 clusters
  Score: Raw -3555986.170373 + Penalty 11652.199156 = -3544333.971217
  nChanged 8
		SP:Iteration 56Q (34642.420000 sec): 3 clusters
  Score: Raw -3555987.675680 + Penalty 11652.199156 = -3544335.476523
  nChanged 4
		SP:Iteration 57Q (34642.510000 sec): 3 clusters
  Score: Raw -3555988.178220 + Penalty 11652.199156 = -3544335.979063
  nChanged 5
		SP:Iteration 58Q (34642.600000 sec): 3 clusters
  Score: Raw -3555989.091985 + Penalty 11652.199156 = -3544336.892828
  nChanged 5
		SP:Iteration 59Q (34642.700000 sec): 3 clusters
  Score: Raw -3555990.019548 + Penalty 11652.199156 = -3544337.820391
  nChanged 4
		SP:Iteration 60F (34642.800000 sec): 3 clusters
  Score: Raw -3555990.938991 + Penalty 11652.199156 = -3544338.739835
  nChanged 6
		SP:Iteration 61Q (34642.890000 sec): 3 clusters
  Score: Raw -3555992.115702 + Penalty 11652.199156 = -3544339.916546
  nChanged 6
		SP:Iteration 62Q (34642.980000 sec): 3 clusters
  Score: Raw -3555992.957588 + Penalty 11652.199156 = -3544340.758432
  nChanged 6
		SP:Iteration 63Q (34643.070000 sec): 3 clusters
  Score: Raw -3555994.363655 + Penalty 11652.199156 = -3544342.164498
  nChanged 8
		SP:Iteration 64Q (34643.160000 sec): 3 clusters
  Score: Raw -3555995.836934 + Penalty 11652.199156 = -3544343.637778
  nChanged 4
		SP:Iteration 65Q (34643.260000 sec): 3 clusters
  Score: Raw -3555996.962386 + Penalty 11652.199156 = -3544344.763229
  nChanged 11
		SP:Iteration 66Q (34643.350000 sec): 3 clusters
  Score: Raw -3555999.365968 + Penalty 11652.199156 = -3544347.166811
  nChanged 12
		SP:Iteration 67Q (34643.440000 sec): 3 clusters
  Score: Raw -3556002.469890 + Penalty 11652.199156 = -3544350.270734
  nChanged 9
		SP:Iteration 68Q (34643.540000 sec): 3 clusters
  Score: Raw -3556004.901513 + Penalty 11652.199156 = -3544352.702357
  nChanged 9
		SP:Iteration 69Q (34643.630000 sec): 3 clusters
  Score: Raw -3556006.861138 + Penalty 11652.199156 = -3544354.661982
  nChanged 6
		SP:Iteration 70Q (34643.720000 sec): 3 clusters
  Score: Raw -3556008.009023 + Penalty 11652.199156 = -3544355.809866
  nChanged 4
		SP:Iteration 71Q (34643.810000 sec): 3 clusters
  Score: Raw -3556008.831321 + Penalty 11652.199156 = -3544356.632165
  nChanged 4
		SP:Iteration 72Q (34643.910000 sec): 3 clusters
  Score: Raw -3556009.543137 + Penalty 11652.199156 = -3544357.343981
  nChanged 1
		SP:Iteration 73Q (34644.000000 sec): 3 clusters
  Score: Raw -3556009.750745 + Penalty 11652.199156 = -3544357.551589
  nChanged 1
		SP:Iteration 74Q (34644.090000 sec): 3 clusters
  Score: Raw -3556009.839731 + Penalty 11652.199156 = -3544357.640575
  nChanged 0
		SP:Iteration 75F (34644.190000 sec): 3 clusters
  Score: Raw -3556009.839731 + Penalty 11652.199156 = -3544357.640575
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34644.220000 sec): 2 clusters
  Score: Raw -371968.968406 + Penalty 4448.789391 = -367520.179015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34644.230000 sec): 3 clusters
  Score: Raw -372008.256913 + Penalty 8897.578781 = -363110.678132
  nChanged 290
		SP:Iteration 1F (34644.240000 sec): 3 clusters
  Score: Raw -372627.798243 + Penalty 8897.578781 = -363730.219461
  nChanged 121
		SP:Iteration 2F (34644.250000 sec): 3 clusters
  Score: Raw -373067.245658 + Penalty 8897.578781 = -364169.666877
  nChanged 93
		SP:Iteration 3F (34644.260000 sec): 3 clusters
  Score: Raw -373414.836638 + Penalty 8897.578781 = -364517.257857
  nChanged 77
		SP:Iteration 4F (34644.270000 sec): 3 clusters
  Score: Raw -373893.490354 + Penalty 8897.578781 = -364995.911572
  nChanged 76
		SP:Iteration 5F (34644.280000 sec): 3 clusters
  Score: Raw -374396.250589 + Penalty 8897.578781 = -365498.671808
  nChanged 57
		SP:Iteration 6Q (34644.290000 sec): 3 clusters
  Score: Raw -374685.753402 + Penalty 8897.578781 = -365788.174621
  nChanged 32
		SP:Iteration 7Q (34644.300000 sec): 3 clusters
  Score: Raw -374854.901273 + Penalty 8897.578781 = -365957.322492
  nChanged 29
		SP:Iteration 8Q (34644.310000 sec): 3 clusters
  Score: Raw -374975.265928 + Penalty 8897.578781 = -366077.687146
  nChanged 12
		SP:Iteration 9Q (34644.320000 sec): 3 clusters
  Score: Raw -375020.134971 + Penalty 8897.578781 = -366122.556190
  nChanged 11
		SP:Iteration 10Q (34644.320000 sec): 3 clusters
  Score: Raw -375065.895881 + Penalty 8897.578781 = -366168.317100
  nChanged 5
		SP:Iteration 11Q (34644.330000 sec): 3 clusters
  Score: Raw -375086.677402 + Penalty 8897.578781 = -366189.098620
  nChanged 4
		SP:Iteration 12Q (34644.350000 sec): 3 clusters
  Score: Raw -375100.700238 + Penalty 8897.578781 = -366203.121456
  nChanged 6
		SP:Iteration 13Q (34644.350000 sec): 3 clusters
  Score: Raw -375124.533341 + Penalty 8897.578781 = -366226.954559
  nChanged 4
		SP:Iteration 14Q (34644.360000 sec): 3 clusters
  Score: Raw -375137.893499 + Penalty 8897.578781 = -366240.314718
  nChanged 4
		SP:Iteration 15Q (34644.370000 sec): 3 clusters
  Score: Raw -375147.357297 + Penalty 8897.578781 = -366249.778515
  nChanged 2
		SP:Iteration 16Q (34644.380000 sec): 3 clusters
  Score: Raw -375154.673141 + Penalty 8897.578781 = -366257.094360
  nChanged 3
		SP:Iteration 17Q (34644.390000 sec): 3 clusters
  Score: Raw -375162.121336 + Penalty 8897.578781 = -366264.542555
  nChanged 1
		SP:Iteration 18Q (34644.390000 sec): 3 clusters
  Score: Raw -375164.921497 + Penalty 8897.578781 = -366267.342716
  nChanged 1
		SP:Iteration 19Q (34644.400000 sec): 3 clusters
  Score: Raw -375170.305007 + Penalty 8897.578781 = -366272.726225
  nChanged 2
		SP:Iteration 20F (34644.410000 sec): 3 clusters
  Score: Raw -375178.474431 + Penalty 8897.578781 = -366280.895650
  nChanged 2
		SP:Iteration 21Q (34644.420000 sec): 3 clusters
  Score: Raw -375182.530679 + Penalty 8897.578781 = -366284.951898
  nChanged 0
		SP:Iteration 22F (34644.430000 sec): 3 clusters
  Score: Raw -375182.530679 + Penalty 8897.578781 = -366284.951898
  nChanged 0
Deleting Class 32 (352 points): Lose 8808.859488 but Gain 8884.486483
Iteration 179Q (34676.990000 sec): 53 clusters
  Score: Raw -522479532.343721 + Penalty 461993.297121 = -522017539.046600
  nChanged 391
Iteration 180F (34956.140000 sec): 53 clusters
  Score: Raw -522483641.870487 + Penalty 461993.297121 = -522021648.573366
  nChanged 122
Iteration 181Q (34988.520000 sec): 53 clusters
  Score: Raw -522483771.042818 + Penalty 461993.297121 = -522021777.745697
  nChanged 121
Iteration 182Q (35020.940000 sec): 53 clusters
  Score: Raw -522483823.310100 + Penalty 461993.297121 = -522021830.012979
  nChanged 120
Iteration 183Q (35053.340000 sec): 53 clusters
  Score: Raw -522483854.543565 + Penalty 461993.297121 = -522021861.246444
  nChanged 115
Iteration 184Q (35085.730000 sec): 53 clusters
  Score: Raw -522483872.691166 + Penalty 461993.297121 = -522021879.394045
  nChanged 116
Iteration 185Q (35118.080000 sec): 53 clusters
  Score: Raw -522483889.011534 + Penalty 461993.297121 = -522021895.714413
  nChanged 109
Iteration 186Q (35150.410000 sec): 53 clusters
  Score: Raw -522483897.812864 + Penalty 461993.297121 = -522021904.515742
  nChanged 136
Iteration 187Q (35182.750000 sec): 53 clusters
  Score: Raw -522483906.905357 + Penalty 461993.297121 = -522021913.608235
  nChanged 131
Iteration 188Q (35215.130000 sec): 53 clusters
  Score: Raw -522483914.624969 + Penalty 461993.297121 = -522021921.327847
  nChanged 132
Iteration 189Q (35247.700000 sec): 53 clusters
  Score: Raw -522483923.107902 + Penalty 461993.297121 = -522021929.810781
  nChanged 128
Iteration 190Q (35280.170000 sec): 53 clusters
  Score: Raw -522483930.225700 + Penalty 461993.297121 = -522021936.928579
  nChanged 121
Iteration 191Q (35312.690000 sec): 53 clusters
  Score: Raw -522483937.339557 + Penalty 461993.297121 = -522021944.042436
  nChanged 110
Iteration 192Q (35345.140000 sec): 53 clusters
  Score: Raw -522483943.750150 + Penalty 461993.297121 = -522021950.453028
  nChanged 114
Iteration 193Q (35377.560000 sec): 53 clusters
  Score: Raw -522483951.187330 + Penalty 461993.297121 = -522021957.890208
  nChanged 120
Iteration 194Q (35410.120000 sec): 53 clusters
  Score: Raw -522483957.680861 + Penalty 461993.297121 = -522021964.383740
  nChanged 109
Iteration 195Q (35442.520000 sec): 53 clusters
  Score: Raw -522483964.960434 + Penalty 461993.297121 = -522021971.663313
  nChanged 103
Iteration 196Q (35474.950000 sec): 53 clusters
  Score: Raw -522483970.697593 + Penalty 461993.297121 = -522021977.400472
  nChanged 87
Iteration 197Q (35507.570000 sec): 53 clusters
  Score: Raw -522483975.227814 + Penalty 461993.297121 = -522021981.930693
  nChanged 70
Iteration 198Q (35541.610000 sec): 53 clusters
  Score: Raw -522483979.514038 + Penalty 461993.297121 = -522021986.216917
  nChanged 77
Iteration 199Q (35575.640000 sec): 53 clusters
  Score: Raw -522483984.327520 + Penalty 461993.297121 = -522021991.030399
  nChanged 79
Iteration 200F (35858.130000 sec): 53 clusters
  Score: Raw -522483993.664376 + Penalty 461993.297121 = -522022000.367255
  nChanged 75
Iteration 201Q (35892.270000 sec): 53 clusters
  Score: Raw -522484006.747279 + Penalty 461993.297121 = -522022013.450157
  nChanged 68
Iteration 202Q (35926.410000 sec): 53 clusters
  Score: Raw -522484083.720951 + Penalty 461993.297121 = -522022090.423830
  nChanged 80
Iteration 203Q (35960.510000 sec): 53 clusters
  Score: Raw -522484161.341703 + Penalty 461993.297121 = -522022168.044581
  nChanged 87
Iteration 204Q (35994.630000 sec): 53 clusters
  Score: Raw -522484167.129353 + Penalty 461993.297121 = -522022173.832232
  nChanged 86
Iteration 205Q (36028.730000 sec): 53 clusters
  Score: Raw -522484174.432099 + Penalty 461993.297121 = -522022181.134977
  nChanged 86
Iteration 206Q (36062.820000 sec): 53 clusters
  Score: Raw -522484180.215409 + Penalty 461993.297121 = -522022186.918288
  nChanged 71
Iteration 207Q (36096.900000 sec): 53 clusters
  Score: Raw -522484185.119896 + Penalty 461993.297121 = -522022191.822775
  nChanged 79
Iteration 208Q (36130.970000 sec): 53 clusters
  Score: Raw -522484191.057360 + Penalty 461993.297121 = -522022197.760238
  nChanged 71
Iteration 209Q (36165.070000 sec): 53 clusters
  Score: Raw -522484194.327602 + Penalty 461993.297121 = -522022201.030481
  nChanged 61
Iteration 210Q (36199.120000 sec): 53 clusters
  Score: Raw -522484197.458388 + Penalty 461993.297121 = -522022204.161266
  nChanged 58
Iteration 211Q (36233.260000 sec): 53 clusters
  Score: Raw -522484203.304601 + Penalty 461993.297121 = -522022210.007480
  nChanged 52
Iteration 212Q (36267.380000 sec): 53 clusters
  Score: Raw -522484207.216123 + Penalty 461993.297121 = -522022213.919002
  nChanged 47
Iteration 213Q (36301.400000 sec): 53 clusters
  Score: Raw -522484209.294101 + Penalty 461993.297121 = -522022215.996980
  nChanged 38
Iteration 214Q (36335.430000 sec): 53 clusters
  Score: Raw -522484211.304076 + Penalty 461993.297121 = -522022218.006955
  nChanged 27
Iteration 215Q (36369.480000 sec): 53 clusters
  Score: Raw -522484213.542786 + Penalty 461993.297121 = -522022220.245664
  nChanged 26
Iteration 216Q (36403.510000 sec): 53 clusters
  Score: Raw -522484215.663877 + Penalty 461993.297121 = -522022222.366756
  nChanged 25
Iteration 217Q (36437.500000 sec): 53 clusters
  Score: Raw -522484218.484505 + Penalty 461993.297121 = -522022225.187384
  nChanged 17
Iteration 218Q (36471.510000 sec): 53 clusters
  Score: Raw -522484219.025254 + Penalty 461993.297121 = -522022225.728132
  nChanged 18
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522484219.025254 + Penalty 461993.297121 = -522022225.728132
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (51922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36472.150000 sec): 2 clusters
  Score: Raw -13144426.702042 + Penalty 6650.217446 = -13137776.484596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36472.540000 sec): 3 clusters
  Score: Raw -13114174.765573 + Penalty 13300.434893 = -13100874.330680
  nChanged 22684
		SP:Iteration 1F (36472.930000 sec): 3 clusters
  Score: Raw -13126808.087807 + Penalty 13300.434893 = -13113507.652914
  nChanged 3099
		SP:Iteration 2F (36473.330000 sec): 3 clusters
  Score: Raw -13128293.222106 + Penalty 13300.434893 = -13114992.787214
  nChanged 2968
		SP:Iteration 3F (36473.730000 sec): 3 clusters
  Score: Raw -13129940.253442 + Penalty 13300.434893 = -13116639.818550
  nChanged 3039
		SP:Iteration 4F (36474.120000 sec): 3 clusters
  Score: Raw -13131967.218803 + Penalty 13300.434893 = -13118666.783910
  nChanged 3257
		SP:Iteration 5F (36474.520000 sec): 3 clusters
  Score: Raw -13134292.386808 + Penalty 13300.434893 = -13120991.951915
  nChanged 3334
		SP:Iteration 6F (36474.920000 sec): 3 clusters
  Score: Raw -13136565.097534 + Penalty 13300.434893 = -13123264.662641
  nChanged 3106
		SP:Iteration 7F (36475.320000 sec): 3 clusters
  Score: Raw -13138544.570440 + Penalty 13300.434893 = -13125244.135547
  nChanged 2663
		SP:Iteration 8F (36475.710000 sec): 3 clusters
  Score: Raw -13140135.903101 + Penalty 13300.434893 = -13126835.468208
  nChanged 2257
		SP:Iteration 9Q (36476.100000 sec): 3 clusters
  Score: Raw -13141301.687596 + Penalty 13300.434893 = -13128001.252703
  nChanged 1794
		SP:Iteration 10Q (36476.500000 sec): 3 clusters
  Score: Raw -13142104.954561 + Penalty 13300.434893 = -13128804.519668
  nChanged 1480
		SP:Iteration 11Q (36476.880000 sec): 3 clusters
  Score: Raw -13142689.705361 + Penalty 13300.434893 = -13129389.270468
  nChanged 1234
		SP:Iteration 12Q (36477.270000 sec): 3 clusters
  Score: Raw -13143143.722590 + Penalty 13300.434893 = -13129843.287697
  nChanged 1042
		SP:Iteration 13Q (36477.660000 sec): 3 clusters
  Score: Raw -13143485.972675 + Penalty 13300.434893 = -13130185.537783
  nChanged 900
		SP:Iteration 14Q (36478.040000 sec): 3 clusters
  Score: Raw -13143764.884177 + Penalty 13300.434893 = -13130464.449284
  nChanged 726
		SP:Iteration 15Q (36478.420000 sec): 3 clusters
  Score: Raw -13143987.867211 + Penalty 13300.434893 = -13130687.432319
  nChanged 676
		SP:Iteration 16Q (36478.800000 sec): 3 clusters
  Score: Raw -13144197.868960 + Penalty 13300.434893 = -13130897.434068
  nChanged 614
		SP:Iteration 17Q (36479.180000 sec): 3 clusters
  Score: Raw -13144388.264893 + Penalty 13300.434893 = -13131087.830000
  nChanged 568
		SP:Iteration 18Q (36479.560000 sec): 3 clusters
  Score: Raw -13144565.879986 + Penalty 13300.434893 = -13131265.445094
  nChanged 564
		SP:Iteration 19Q (36479.940000 sec): 3 clusters
  Score: Raw -13144726.271973 + Penalty 13300.434893 = -13131425.837081
  nChanged 505
		SP:Iteration 20F (36480.340000 sec): 3 clusters
  Score: Raw -13144855.843229 + Penalty 13300.434893 = -13131555.408337
  nChanged 477
		SP:Iteration 21Q (36480.710000 sec): 3 clusters
  Score: Raw -13144969.833669 + Penalty 13300.434893 = -13131669.398776
  nChanged 428
		SP:Iteration 22Q (36481.080000 sec): 3 clusters
  Score: Raw -13145064.706450 + Penalty 13300.434893 = -13131764.271558
  nChanged 404
		SP:Iteration 23Q (36481.460000 sec): 3 clusters
  Score: Raw -13145148.201292 + Penalty 13300.434893 = -13131847.766399
  nChanged 367
		SP:Iteration 24Q (36481.830000 sec): 3 clusters
  Score: Raw -13145215.804481 + Penalty 13300.434893 = -13131915.369588
  nChanged 311
		SP:Iteration 25Q (36482.200000 sec): 3 clusters
  Score: Raw -13145267.472425 + Penalty 13300.434893 = -13131967.037533
  nChanged 283
		SP:Iteration 26Q (36482.570000 sec): 3 clusters
  Score: Raw -13145313.780887 + Penalty 13300.434893 = -13132013.345995
  nChanged 281
		SP:Iteration 27Q (36482.940000 sec): 3 clusters
  Score: Raw -13145358.864565 + Penalty 13300.434893 = -13132058.429672
  nChanged 258
		SP:Iteration 28Q (36483.310000 sec): 3 clusters
  Score: Raw -13145398.192395 + Penalty 13300.434893 = -13132097.757503
  nChanged 235
		SP:Iteration 29Q (36483.670000 sec): 3 clusters
  Score: Raw -13145435.240925 + Penalty 13300.434893 = -13132134.806032
  nChanged 245
		SP:Iteration 30Q (36484.040000 sec): 3 clusters
  Score: Raw -13145474.072171 + Penalty 13300.434893 = -13132173.637278
  nChanged 232
		SP:Iteration 31Q (36484.410000 sec): 3 clusters
  Score: Raw -13145511.983231 + Penalty 13300.434893 = -13132211.548339
  nChanged 243
		SP:Iteration 32Q (36484.770000 sec): 3 clusters
  Score: Raw -13145552.073041 + Penalty 13300.434893 = -13132251.638148
  nChanged 251
		SP:Iteration 33Q (36485.140000 sec): 3 clusters
  Score: Raw -13145593.793807 + Penalty 13300.434893 = -13132293.358914
  nChanged 259
		SP:Iteration 34Q (36485.500000 sec): 3 clusters
  Score: Raw -13145640.876287 + Penalty 13300.434893 = -13132340.441394
  nChanged 270
		SP:Iteration 35Q (36485.870000 sec): 3 clusters
  Score: Raw -13145691.866750 + Penalty 13300.434893 = -13132391.431857
  nChanged 295
		SP:Iteration 36Q (36486.230000 sec): 3 clusters
  Score: Raw -13145748.378496 + Penalty 13300.434893 = -13132447.943604
  nChanged 297
		SP:Iteration 37Q (36486.600000 sec): 3 clusters
  Score: Raw -13145811.096119 + Penalty 13300.434893 = -13132510.661226
  nChanged 329
		SP:Iteration 38Q (36486.960000 sec): 3 clusters
  Score: Raw -13145880.931019 + Penalty 13300.434893 = -13132580.496126
  nChanged 327
		SP:Iteration 39Q (36487.310000 sec): 3 clusters
  Score: Raw -13145952.546475 + Penalty 13300.434893 = -13132652.111582
  nChanged 340
		SP:Iteration 40F (36487.710000 sec): 3 clusters
  Score: Raw -13146027.290755 + Penalty 13300.434893 = -13132726.855862
  nChanged 329
		SP:Iteration 41Q (36488.070000 sec): 3 clusters
  Score: Raw -13146102.918334 + Penalty 13300.434893 = -13132802.483441
  nChanged 324
		SP:Iteration 42Q (36488.430000 sec): 3 clusters
  Score: Raw -13146174.429290 + Penalty 13300.434893 = -13132873.994398
  nChanged 317
		SP:Iteration 43Q (36488.780000 sec): 3 clusters
  Score: Raw -13146254.731720 + Penalty 13300.434893 = -13132954.296827
  nChanged 350
		SP:Iteration 44Q (36489.140000 sec): 3 clusters
  Score: Raw -13146348.948264 + Penalty 13300.434893 = -13133048.513371
  nChanged 333
		SP:Iteration 45Q (36489.490000 sec): 3 clusters
  Score: Raw -13146431.992614 + Penalty 13300.434893 = -13133131.557721
  nChanged 335
		SP:Iteration 46Q (36489.840000 sec): 3 clusters
  Score: Raw -13146514.825772 + Penalty 13300.434893 = -13133214.390880
  nChanged 312
		SP:Iteration 47Q (36490.190000 sec): 3 clusters
  Score: Raw -13146595.635763 + Penalty 13300.434893 = -13133295.200871
  nChanged 288
		SP:Iteration 48Q (36490.540000 sec): 3 clusters
  Score: Raw -13146664.964737 + Penalty 13300.434893 = -13133364.529845
  nChanged 276
		SP:Iteration 49Q (36490.890000 sec): 3 clusters
  Score: Raw -13146734.636618 + Penalty 13300.434893 = -13133434.201726
  nChanged 306
		SP:Iteration 50Q (36491.240000 sec): 3 clusters
  Score: Raw -13146817.200592 + Penalty 13300.434893 = -13133516.765699
  nChanged 303
		SP:Iteration 51Q (36491.590000 sec): 3 clusters
  Score: Raw -13146899.859772 + Penalty 13300.434893 = -13133599.424879
  nChanged 256
		SP:Iteration 52Q (36491.930000 sec): 3 clusters
  Score: Raw -13146967.321544 + Penalty 13300.434893 = -13133666.886651
  nChanged 234
		SP:Iteration 53Q (36492.280000 sec): 3 clusters
  Score: Raw -13147025.163729 + Penalty 13300.434893 = -13133724.728837
  nChanged 202
		SP:Iteration 54Q (36492.620000 sec): 3 clusters
  Score: Raw -13147073.873386 + Penalty 13300.434893 = -13133773.438493
  nChanged 202
		SP:Iteration 55Q (36492.970000 sec): 3 clusters
  Score: Raw -13147122.784194 + Penalty 13300.434893 = -13133822.349301
  nChanged 164
		SP:Iteration 56Q (36493.310000 sec): 3 clusters
  Score: Raw -13147161.423681 + Penalty 13300.434893 = -13133860.988789
  nChanged 161
		SP:Iteration 57Q (36493.650000 sec): 3 clusters
  Score: Raw -13147202.790757 + Penalty 13300.434893 = -13133902.355865
  nChanged 192
		SP:Iteration 58Q (36493.990000 sec): 3 clusters
  Score: Raw -13147252.486510 + Penalty 13300.434893 = -13133952.051617
  nChanged 188
		SP:Iteration 59Q (36494.330000 sec): 3 clusters
  Score: Raw -13147299.718925 + Penalty 13300.434893 = -13133999.284033
  nChanged 153
		SP:Iteration 60F (36494.720000 sec): 3 clusters
  Score: Raw -13147335.530985 + Penalty 13300.434893 = -13134035.096093
  nChanged 114
		SP:Iteration 61Q (36495.060000 sec): 3 clusters
  Score: Raw -13147360.766169 + Penalty 13300.434893 = -13134060.331276
  nChanged 106
		SP:Iteration 62Q (36495.390000 sec): 3 clusters
  Score: Raw -13147384.939207 + Penalty 13300.434893 = -13134084.504314
  nChanged 113
		SP:Iteration 63Q (36495.730000 sec): 3 clusters
  Score: Raw -13147411.319917 + Penalty 13300.434893 = -13134110.885025
  nChanged 109
		SP:Iteration 64Q (36496.070000 sec): 3 clusters
  Score: Raw -13147438.072891 + Penalty 13300.434893 = -13134137.637998
  nChanged 101
		SP:Iteration 65Q (36496.400000 sec): 3 clusters
  Score: Raw -13147462.820568 + Penalty 13300.434893 = -13134162.385675
  nChanged 97
		SP:Iteration 66Q (36496.740000 sec): 3 clusters
  Score: Raw -13147485.593150 + Penalty 13300.434893 = -13134185.158258
  nChanged 89
		SP:Iteration 67Q (36497.070000 sec): 3 clusters
  Score: Raw -13147505.789259 + Penalty 13300.434893 = -13134205.354366
  nChanged 86
		SP:Iteration 68Q (36497.410000 sec): 3 clusters
  Score: Raw -13147522.330624 + Penalty 13300.434893 = -13134221.895731
  nChanged 72
		SP:Iteration 69Q (36497.740000 sec): 3 clusters
  Score: Raw -13147537.872964 + Penalty 13300.434893 = -13134237.438072
  nChanged 66
		SP:Iteration 70Q (36498.060000 sec): 3 clusters
  Score: Raw -13147552.129224 + Penalty 13300.434893 = -13134251.694332
  nChanged 73
		SP:Iteration 71Q (36498.390000 sec): 3 clusters
  Score: Raw -13147567.993003 + Penalty 13300.434893 = -13134267.558110
  nChanged 81
		SP:Iteration 72Q (36498.720000 sec): 3 clusters
  Score: Raw -13147585.063158 + Penalty 13300.434893 = -13134284.628266
  nChanged 69
		SP:Iteration 73Q (36499.050000 sec): 3 clusters
  Score: Raw -13147600.795222 + Penalty 13300.434893 = -13134300.360329
  nChanged 64
		SP:Iteration 74Q (36499.380000 sec): 3 clusters
  Score: Raw -13147615.894282 + Penalty 13300.434893 = -13134315.459390
  nChanged 69
		SP:Iteration 75Q (36499.710000 sec): 3 clusters
  Score: Raw -13147629.142833 + Penalty 13300.434893 = -13134328.707941
  nChanged 59
		SP:Iteration 76Q (36500.040000 sec): 3 clusters
  Score: Raw -13147643.616371 + Penalty 13300.434893 = -13134343.181478
  nChanged 72
		SP:Iteration 77Q (36500.370000 sec): 3 clusters
  Score: Raw -13147660.662970 + Penalty 13300.434893 = -13134360.228077
  nChanged 74
		SP:Iteration 78Q (36500.690000 sec): 3 clusters
  Score: Raw -13147676.083633 + Penalty 13300.434893 = -13134375.648740
  nChanged 55
		SP:Iteration 79Q (36501.020000 sec): 3 clusters
  Score: Raw -13147689.133128 + Penalty 13300.434893 = -13134388.698236
  nChanged 56
		SP:Iteration 80F (36501.420000 sec): 3 clusters
  Score: Raw -13147703.244694 + Penalty 13300.434893 = -13134402.809802
  nChanged 59
		SP:Iteration 81Q (36501.740000 sec): 3 clusters
  Score: Raw -13147717.314345 + Penalty 13300.434893 = -13134416.879452
  nChanged 53
		SP:Iteration 82Q (36502.070000 sec): 3 clusters
  Score: Raw -13147727.692891 + Penalty 13300.434893 = -13134427.257998
  nChanged 52
		SP:Iteration 83Q (36502.390000 sec): 3 clusters
  Score: Raw -13147738.616097 + Penalty 13300.434893 = -13134438.181204
  nChanged 55
		SP:Iteration 84Q (36502.720000 sec): 3 clusters
  Score: Raw -13147748.775058 + Penalty 13300.434893 = -13134448.340165
  nChanged 40
		SP:Iteration 85Q (36503.050000 sec): 3 clusters
  Score: Raw -13147757.390161 + Penalty 13300.434893 = -13134456.955269
  nChanged 36
		SP:Iteration 86Q (36503.370000 sec): 3 clusters
  Score: Raw -13147766.335226 + Penalty 13300.434893 = -13134465.900334
  nChanged 40
		SP:Iteration 87Q (36503.690000 sec): 3 clusters
  Score: Raw -13147774.217283 + Penalty 13300.434893 = -13134473.782390
  nChanged 26
		SP:Iteration 88Q (36504.020000 sec): 3 clusters
  Score: Raw -13147779.712458 + Penalty 13300.434893 = -13134479.277566
  nChanged 26
		SP:Iteration 89Q (36504.340000 sec): 3 clusters
  Score: Raw -13147784.825570 + Penalty 13300.434893 = -13134484.390678
  nChanged 21
		SP:Iteration 90Q (36504.670000 sec): 3 clusters
  Score: Raw -13147789.009279 + Penalty 13300.434893 = -13134488.574386
  nChanged 14
		SP:Iteration 91Q (36504.990000 sec): 3 clusters
  Score: Raw -13147791.145158 + Penalty 13300.434893 = -13134490.710265
  nChanged 9
		SP:Iteration 92Q (36505.310000 sec): 3 clusters
  Score: Raw -13147792.943600 + Penalty 13300.434893 = -13134492.508708
  nChanged 8
		SP:Iteration 93Q (36505.630000 sec): 3 clusters
  Score: Raw -13147794.612328 + Penalty 13300.434893 = -13134494.177435
  nChanged 11
		SP:Iteration 94Q (36505.960000 sec): 3 clusters
  Score: Raw -13147796.723773 + Penalty 13300.434893 = -13134496.288881
  nChanged 11
		SP:Iteration 95Q (36506.280000 sec): 3 clusters
  Score: Raw -13147798.715147 + Penalty 13300.434893 = -13134498.280255
  nChanged 11
		SP:Iteration 96Q (36506.610000 sec): 3 clusters
  Score: Raw -13147800.684857 + Penalty 13300.434893 = -13134500.249965
  nChanged 9
		SP:Iteration 97Q (36506.930000 sec): 3 clusters
  Score: Raw -13147802.328434 + Penalty 13300.434893 = -13134501.893542
  nChanged 9
		SP:Iteration 98Q (36507.260000 sec): 3 clusters
  Score: Raw -13147803.801928 + Penalty 13300.434893 = -13134503.367035
  nChanged 9
		SP:Iteration 99Q (36507.580000 sec): 3 clusters
  Score: Raw -13147805.453438 + Penalty 13300.434893 = -13134505.018545
  nChanged 10
		SP:Iteration 100F (36507.980000 sec): 3 clusters
  Score: Raw -13147807.373329 + Penalty 13300.434893 = -13134506.938437
  nChanged 14
		SP:Iteration 101Q (36508.300000 sec): 3 clusters
  Score: Raw -13147809.543931 + Penalty 13300.434893 = -13134509.109038
  nChanged 9
		SP:Iteration 102Q (36508.620000 sec): 3 clusters
  Score: Raw -13147811.171459 + Penalty 13300.434893 = -13134510.736566
  nChanged 9
		SP:Iteration 103Q (36508.940000 sec): 3 clusters
  Score: Raw -13147812.600076 + Penalty 13300.434893 = -13134512.165184
  nChanged 8
		SP:Iteration 104Q (36509.270000 sec): 3 clusters
  Score: Raw -13147814.710630 + Penalty 13300.434893 = -13134514.275738
  nChanged 14
		SP:Iteration 105Q (36509.590000 sec): 3 clusters
  Score: Raw -13147817.284086 + Penalty 13300.434893 = -13134516.849194
  nChanged 13
		SP:Iteration 106Q (36509.910000 sec): 3 clusters
  Score: Raw -13147819.755426 + Penalty 13300.434893 = -13134519.320533
  nChanged 9
		SP:Iteration 107Q (36510.240000 sec): 3 clusters
  Score: Raw -13147821.681612 + Penalty 13300.434893 = -13134521.246720
  nChanged 9
		SP:Iteration 108Q (36510.560000 sec): 3 clusters
  Score: Raw -13147823.528189 + Penalty 13300.434893 = -13134523.093296
  nChanged 15
		SP:Iteration 109Q (36510.880000 sec): 3 clusters
  Score: Raw -13147826.017121 + Penalty 13300.434893 = -13134525.582229
  nChanged 16
		SP:Iteration 110Q (36511.200000 sec): 3 clusters
  Score: Raw -13147828.675725 + Penalty 13300.434893 = -13134528.240833
  nChanged 16
		SP:Iteration 111Q (36511.520000 sec): 3 clusters
  Score: Raw -13147832.286028 + Penalty 13300.434893 = -13134531.851136
  nChanged 12
		SP:Iteration 112Q (36511.850000 sec): 3 clusters
  Score: Raw -13147834.880201 + Penalty 13300.434893 = -13134534.445309
  nChanged 10
		SP:Iteration 113Q (36512.170000 sec): 3 clusters
  Score: Raw -13147837.099950 + Penalty 13300.434893 = -13134536.665057
  nChanged 15
		SP:Iteration 114Q (36512.490000 sec): 3 clusters
  Score: Raw -13147841.182005 + Penalty 13300.434893 = -13134540.747112
  nChanged 17
		SP:Iteration 115Q (36512.810000 sec): 3 clusters
  Score: Raw -13147844.880228 + Penalty 13300.434893 = -13134544.445336
  nChanged 25
		SP:Iteration 116Q (36513.130000 sec): 3 clusters
  Score: Raw -13147850.327558 + Penalty 13300.434893 = -13134549.892665
  nChanged 28
		SP:Iteration 117Q (36513.460000 sec): 3 clusters
  Score: Raw -13147856.954114 + Penalty 13300.434893 = -13134556.519221
  nChanged 26
		SP:Iteration 118Q (36513.780000 sec): 3 clusters
  Score: Raw -13147862.494527 + Penalty 13300.434893 = -13134562.059635
  nChanged 20
		SP:Iteration 119Q (36514.100000 sec): 3 clusters
  Score: Raw -13147866.187096 + Penalty 13300.434893 = -13134565.752203
  nChanged 9
		SP:Iteration 120F (36514.490000 sec): 3 clusters
  Score: Raw -13147868.687857 + Penalty 13300.434893 = -13134568.252965
  nChanged 17
		SP:Iteration 121Q (36514.810000 sec): 3 clusters
  Score: Raw -13147872.220665 + Penalty 13300.434893 = -13134571.785772
  nChanged 14
		SP:Iteration 122Q (36515.130000 sec): 3 clusters
  Score: Raw -13147875.112080 + Penalty 13300.434893 = -13134574.677187
  nChanged 14
		SP:Iteration 123Q (36515.460000 sec): 3 clusters
  Score: Raw -13147878.649786 + Penalty 13300.434893 = -13134578.214893
  nChanged 13
		SP:Iteration 124Q (36515.780000 sec): 3 clusters
  Score: Raw -13147881.413554 + Penalty 13300.434893 = -13134580.978661
  nChanged 15
		SP:Iteration 125Q (36516.100000 sec): 3 clusters
  Score: Raw -13147884.079016 + Penalty 13300.434893 = -13134583.644123
  nChanged 10
		SP:Iteration 126Q (36516.420000 sec): 3 clusters
  Score: Raw -13147885.705686 + Penalty 13300.434893 = -13134585.270794
  nChanged 6
		SP:Iteration 127Q (36516.740000 sec): 3 clusters
  Score: Raw -13147886.997761 + Penalty 13300.434893 = -13134586.562869
  nChanged 15
		SP:Iteration 128Q (36517.060000 sec): 3 clusters
  Score: Raw -13147890.431880 + Penalty 13300.434893 = -13134589.996987
  nChanged 10
		SP:Iteration 129Q (36517.380000 sec): 3 clusters
  Score: Raw -13147893.136802 + Penalty 13300.434893 = -13134592.701910
  nChanged 17
		SP:Iteration 130Q (36517.700000 sec): 3 clusters
  Score: Raw -13147897.784045 + Penalty 13300.434893 = -13134597.349153
  nChanged 23
		SP:Iteration 131Q (36518.020000 sec): 3 clusters
  Score: Raw -13147904.508418 + Penalty 13300.434893 = -13134604.073526
  nChanged 30
		SP:Iteration 132Q (36518.330000 sec): 3 clusters
  Score: Raw -13147912.992925 + Penalty 13300.434893 = -13134612.558032
  nChanged 29
		SP:Iteration 133Q (36518.650000 sec): 3 clusters
  Score: Raw -13147921.792661 + Penalty 13300.434893 = -13134621.357769
  nChanged 31
		SP:Iteration 134Q (36518.970000 sec): 3 clusters
  Score: Raw -13147929.161883 + Penalty 13300.434893 = -13134628.726990
  nChanged 33
		SP:Iteration 135Q (36519.290000 sec): 3 clusters
  Score: Raw -13147937.259355 + Penalty 13300.434893 = -13134636.824462
  nChanged 27
		SP:Iteration 136Q (36519.610000 sec): 3 clusters
  Score: Raw -13147945.274096 + Penalty 13300.434893 = -13134644.839203
  nChanged 26
		SP:Iteration 137Q (36519.930000 sec): 3 clusters
  Score: Raw -13147951.047774 + Penalty 13300.434893 = -13134650.612881
  nChanged 22
		SP:Iteration 138Q (36520.250000 sec): 3 clusters
  Score: Raw -13147957.162471 + Penalty 13300.434893 = -13134656.727578
  nChanged 23
		SP:Iteration 139Q (36520.560000 sec): 3 clusters
  Score: Raw -13147962.448767 + Penalty 13300.434893 = -13134662.013875
  nChanged 22
		SP:Iteration 140F (36520.960000 sec): 3 clusters
  Score: Raw -13147967.695769 + Penalty 13300.434893 = -13134667.260876
  nChanged 20
		SP:Iteration 141Q (36521.280000 sec): 3 clusters
  Score: Raw -13147972.206533 + Penalty 13300.434893 = -13134671.771641
  nChanged 16
		SP:Iteration 142Q (36521.590000 sec): 3 clusters
  Score: Raw -13147975.198072 + Penalty 13300.434893 = -13134674.763179
  nChanged 18
		SP:Iteration 143Q (36521.910000 sec): 3 clusters
  Score: Raw -13147978.959690 + Penalty 13300.434893 = -13134678.524798
  nChanged 13
		SP:Iteration 144Q (36522.230000 sec): 3 clusters
  Score: Raw -13147981.835343 + Penalty 13300.434893 = -13134681.400450
  nChanged 14
		SP:Iteration 145Q (36522.540000 sec): 3 clusters
  Score: Raw -13147984.702204 + Penalty 13300.434893 = -13134684.267311
  nChanged 11
		SP:Iteration 146Q (36522.860000 sec): 3 clusters
  Score: Raw -13147986.901143 + Penalty 13300.434893 = -13134686.466250
  nChanged 10
		SP:Iteration 147Q (36523.180000 sec): 3 clusters
  Score: Raw -13147989.062972 + Penalty 13300.434893 = -13134688.628079
  nChanged 14
		SP:Iteration 148Q (36523.490000 sec): 3 clusters
  Score: Raw -13147992.140919 + Penalty 13300.434893 = -13134691.706027
  nChanged 14
		SP:Iteration 149Q (36523.810000 sec): 3 clusters
  Score: Raw -13147995.241654 + Penalty 13300.434893 = -13134694.806761
  nChanged 18
		SP:Iteration 150Q (36524.120000 sec): 3 clusters
  Score: Raw -13147998.650056 + Penalty 13300.434893 = -13134698.215164
  nChanged 10
		SP:Iteration 151Q (36524.440000 sec): 3 clusters
  Score: Raw -13148000.927221 + Penalty 13300.434893 = -13134700.492329
  nChanged 10
		SP:Iteration 152Q (36524.760000 sec): 3 clusters
  Score: Raw -13148002.700657 + Penalty 13300.434893 = -13134702.265765
  nChanged 4
		SP:Iteration 153Q (36525.070000 sec): 3 clusters
  Score: Raw -13148003.653359 + Penalty 13300.434893 = -13134703.218467
  nChanged 7
		SP:Iteration 154Q (36525.390000 sec): 3 clusters
  Score: Raw -13148004.781339 + Penalty 13300.434893 = -13134704.346446
  nChanged 8
		SP:Iteration 155Q (36525.700000 sec): 3 clusters
  Score: Raw -13148006.487246 + Penalty 13300.434893 = -13134706.052354
  nChanged 8
		SP:Iteration 156Q (36526.020000 sec): 3 clusters
  Score: Raw -13148008.016914 + Penalty 13300.434893 = -13134707.582022
  nChanged 10
		SP:Iteration 157Q (36526.330000 sec): 3 clusters
  Score: Raw -13148010.522357 + Penalty 13300.434893 = -13134710.087464
  nChanged 8
		SP:Iteration 158Q (36526.650000 sec): 3 clusters
  Score: Raw -13148012.287834 + Penalty 13300.434893 = -13134711.852942
  nChanged 5
		SP:Iteration 159Q (36526.960000 sec): 3 clusters
  Score: Raw -13148013.297932 + Penalty 13300.434893 = -13134712.863039
  nChanged 7
		SP:Iteration 160F (36527.360000 sec): 3 clusters
  Score: Raw -13148014.616090 + Penalty 13300.434893 = -13134714.181198
  nChanged 9
		SP:Iteration 161Q (36527.680000 sec): 3 clusters
  Score: Raw -13148016.633325 + Penalty 13300.434893 = -13134716.198432
  nChanged 7
		SP:Iteration 162Q (36527.990000 sec): 3 clusters
  Score: Raw -13148018.064429 + Penalty 13300.434893 = -13134717.629536
  nChanged 5
		SP:Iteration 163Q (36528.300000 sec): 3 clusters
  Score: Raw -13148019.401197 + Penalty 13300.434893 = -13134718.966304
  nChanged 6
		SP:Iteration 164Q (36528.620000 sec): 3 clusters
  Score: Raw -13148020.714558 + Penalty 13300.434893 = -13134720.279666
  nChanged 6
		SP:Iteration 165Q (36528.940000 sec): 3 clusters
  Score: Raw -13148021.879996 + Penalty 13300.434893 = -13134721.445103
  nChanged 2
		SP:Iteration 166Q (36529.250000 sec): 3 clusters
  Score: Raw -13148022.242219 + Penalty 13300.434893 = -13134721.807326
  nChanged 3
		SP:Iteration 167Q (36529.570000 sec): 3 clusters
  Score: Raw -13148022.730486 + Penalty 13300.434893 = -13134722.295594
  nChanged 1
		SP:Iteration 168Q (36529.880000 sec): 3 clusters
  Score: Raw -13148022.940557 + Penalty 13300.434893 = -13134722.505665
  nChanged 2
		SP:Iteration 169Q (36530.200000 sec): 3 clusters
  Score: Raw -13148023.295246 + Penalty 13300.434893 = -13134722.860353
  nChanged 1
		SP:Iteration 170Q (36530.520000 sec): 3 clusters
  Score: Raw -13148023.497517 + Penalty 13300.434893 = -13134723.062625
  nChanged 2
		SP:Iteration 171Q (36530.830000 sec): 3 clusters
  Score: Raw -13148023.906143 + Penalty 13300.434893 = -13134723.471250
  nChanged 1
		SP:Iteration 172Q (36531.150000 sec): 3 clusters
  Score: Raw -13148024.058686 + Penalty 13300.434893 = -13134723.623793
  nChanged 2
		SP:Iteration 173Q (36531.460000 sec): 3 clusters
  Score: Raw -13148024.251756 + Penalty 13300.434893 = -13134723.816863
  nChanged 0
		SP:Iteration 174F (36531.860000 sec): 3 clusters
  Score: Raw -13148024.251756 + Penalty 13300.434893 = -13134723.816863
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (42023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36532.140000 sec): 2 clusters
  Score: Raw -11209410.768117 + Penalty 6520.658074 = -11202890.110042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36532.460000 sec): 3 clusters
  Score: Raw -11185489.179674 + Penalty 13041.316149 = -11172447.863525
  nChanged 18291
		SP:Iteration 1F (36532.790000 sec): 3 clusters
  Score: Raw -11195044.970902 + Penalty 13041.316149 = -11182003.654753
  nChanged 2390
		SP:Iteration 2F (36533.110000 sec): 3 clusters
  Score: Raw -11195991.710651 + Penalty 13041.316149 = -11182950.394502
  nChanged 2063
		SP:Iteration 3Q (36533.440000 sec): 3 clusters
  Score: Raw -11196820.207454 + Penalty 13041.316149 = -11183778.891305
  nChanged 1893
		SP:Iteration 4Q (36533.760000 sec): 3 clusters
  Score: Raw -11197730.324422 + Penalty 13041.316149 = -11184689.008273
  nChanged 2033
		SP:Iteration 5Q (36534.090000 sec): 3 clusters
  Score: Raw -11199079.569814 + Penalty 13041.316149 = -11186038.253665
  nChanged 2639
		SP:Iteration 6F (36534.410000 sec): 3 clusters
  Score: Raw -11201444.430999 + Penalty 13041.316149 = -11188403.114850
  nChanged 3318
		SP:Iteration 7F (36534.740000 sec): 3 clusters
  Score: Raw -11204642.278681 + Penalty 13041.316149 = -11191600.962532
  nChanged 3320
		SP:Iteration 8F (36535.060000 sec): 3 clusters
  Score: Raw -11207541.494917 + Penalty 13041.316149 = -11194500.178768
  nChanged 2778
		SP:Iteration 9F (36535.380000 sec): 3 clusters
  Score: Raw -11209449.568178 + Penalty 13041.316149 = -11196408.252029
  nChanged 1984
		SP:Iteration 10Q (36535.700000 sec): 3 clusters
  Score: Raw -11210509.781360 + Penalty 13041.316149 = -11197468.465211
  nChanged 1440
		SP:Iteration 11Q (36536.020000 sec): 3 clusters
  Score: Raw -11211147.478551 + Penalty 13041.316149 = -11198106.162403
  nChanged 1053
		SP:Iteration 12Q (36536.340000 sec): 3 clusters
  Score: Raw -11211610.639287 + Penalty 13041.316149 = -11198569.323139
  nChanged 887
		SP:Iteration 13Q (36536.660000 sec): 3 clusters
  Score: Raw -11212007.794302 + Penalty 13041.316149 = -11198966.478154
  nChanged 783
		SP:Iteration 14Q (36536.970000 sec): 3 clusters
  Score: Raw -11212378.148353 + Penalty 13041.316149 = -11199336.832204
  nChanged 772
		SP:Iteration 15Q (36537.290000 sec): 3 clusters
  Score: Raw -11212785.409962 + Penalty 13041.316149 = -11199744.093813
  nChanged 830
		SP:Iteration 16Q (36537.600000 sec): 3 clusters
  Score: Raw -11213242.931413 + Penalty 13041.316149 = -11200201.615264
  nChanged 886
		SP:Iteration 17Q (36537.920000 sec): 3 clusters
  Score: Raw -11213750.811600 + Penalty 13041.316149 = -11200709.495451
  nChanged 878
		SP:Iteration 18Q (36538.230000 sec): 3 clusters
  Score: Raw -11214245.794070 + Penalty 13041.316149 = -11201204.477921
  nChanged 806
		SP:Iteration 19Q (36538.550000 sec): 3 clusters
  Score: Raw -11214650.806441 + Penalty 13041.316149 = -11201609.490292
  nChanged 704
		SP:Iteration 20F (36538.870000 sec): 3 clusters
  Score: Raw -11214973.280511 + Penalty 13041.316149 = -11201931.964362
  nChanged 597
		SP:Iteration 21Q (36539.180000 sec): 3 clusters
  Score: Raw -11215218.673041 + Penalty 13041.316149 = -11202177.356892
  nChanged 503
		SP:Iteration 22Q (36539.480000 sec): 3 clusters
  Score: Raw -11215394.497538 + Penalty 13041.316149 = -11202353.181389
  nChanged 419
		SP:Iteration 23Q (36539.790000 sec): 3 clusters
  Score: Raw -11215512.574023 + Penalty 13041.316149 = -11202471.257874
  nChanged 299
		SP:Iteration 24Q (36540.090000 sec): 3 clusters
  Score: Raw -11215579.862535 + Penalty 13041.316149 = -11202538.546386
  nChanged 245
		SP:Iteration 25Q (36540.390000 sec): 3 clusters
  Score: Raw -11215631.113808 + Penalty 13041.316149 = -11202589.797659
  nChanged 211
		SP:Iteration 26Q (36540.690000 sec): 3 clusters
  Score: Raw -11215670.805288 + Penalty 13041.316149 = -11202629.489139
  nChanged 141
		SP:Iteration 27Q (36540.990000 sec): 3 clusters
  Score: Raw -11215691.462971 + Penalty 13041.316149 = -11202650.146823
  nChanged 101
		SP:Iteration 28Q (36541.290000 sec): 3 clusters
  Score: Raw -11215704.002454 + Penalty 13041.316149 = -11202662.686305
  nChanged 73
		SP:Iteration 29Q (36541.590000 sec): 3 clusters
  Score: Raw -11215713.532885 + Penalty 13041.316149 = -11202672.216736
  nChanged 61
		SP:Iteration 30Q (36541.910000 sec): 3 clusters
  Score: Raw -11215720.599961 + Penalty 13041.316149 = -11202679.283812
  nChanged 58
		SP:Iteration 31Q (36542.210000 sec): 3 clusters
  Score: Raw -11215727.087582 + Penalty 13041.316149 = -11202685.771433
  nChanged 51
		SP:Iteration 32Q (36542.510000 sec): 3 clusters
  Score: Raw -11215732.389548 + Penalty 13041.316149 = -11202691.073399
  nChanged 38
		SP:Iteration 33Q (36542.800000 sec): 3 clusters
  Score: Raw -11215736.065327 + Penalty 13041.316149 = -11202694.749178
  nChanged 31
		SP:Iteration 34Q (36543.100000 sec): 3 clusters
  Score: Raw -11215738.758658 + Penalty 13041.316149 = -11202697.442509
  nChanged 25
		SP:Iteration 35Q (36543.400000 sec): 3 clusters
  Score: Raw -11215741.226148 + Penalty 13041.316149 = -11202699.910000
  nChanged 25
		SP:Iteration 36Q (36543.700000 sec): 3 clusters
  Score: Raw -11215743.679418 + Penalty 13041.316149 = -11202702.363269
  nChanged 19
		SP:Iteration 37Q (36544.000000 sec): 3 clusters
  Score: Raw -11215745.235889 + Penalty 13041.316149 = -11202703.919740
  nChanged 23
		SP:Iteration 38Q (36544.290000 sec): 3 clusters
  Score: Raw -11215747.291841 + Penalty 13041.316149 = -11202705.975692
  nChanged 16
		SP:Iteration 39Q (36544.590000 sec): 3 clusters
  Score: Raw -11215748.693758 + Penalty 13041.316149 = -11202707.377609
  nChanged 18
		SP:Iteration 40F (36544.920000 sec): 3 clusters
  Score: Raw -11215750.216799 + Penalty 13041.316149 = -11202708.900650
  nChanged 11
		SP:Iteration 41Q (36545.220000 sec): 3 clusters
  Score: Raw -11215751.059821 + Penalty 13041.316149 = -11202709.743672
  nChanged 9
		SP:Iteration 42Q (36545.520000 sec): 3 clusters
  Score: Raw -11215751.655526 + Penalty 13041.316149 = -11202710.339377
  nChanged 9
		SP:Iteration 43Q (36545.820000 sec): 3 clusters
  Score: Raw -11215752.286164 + Penalty 13041.316149 = -11202710.970015
  nChanged 10
		SP:Iteration 44Q (36546.130000 sec): 3 clusters
  Score: Raw -11215753.037228 + Penalty 13041.316149 = -11202711.721079
  nChanged 5
		SP:Iteration 45Q (36546.430000 sec): 3 clusters
  Score: Raw -11215753.349985 + Penalty 13041.316149 = -11202712.033836
  nChanged 2
		SP:Iteration 46Q (36546.720000 sec): 3 clusters
  Score: Raw -11215753.507080 + Penalty 13041.316149 = -11202712.190931
  nChanged 1
		SP:Iteration 47Q (36547.020000 sec): 3 clusters
  Score: Raw -11215753.548649 + Penalty 13041.316149 = -11202712.232500
  nChanged 0
		SP:Iteration 48F (36547.340000 sec): 3 clusters
  Score: Raw -11215753.548649 + Penalty 13041.316149 = -11202712.232500
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (134938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36548.240000 sec): 2 clusters
  Score: Raw -36073870.956641 + Penalty 7235.199549 = -36066635.757092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36549.290000 sec): 3 clusters
  Score: Raw -35989971.142911 + Penalty 14470.399099 = -35975500.743813
  nChanged 62415
		SP:Iteration 1F (36550.310000 sec): 3 clusters
  Score: Raw -36025042.839123 + Penalty 14470.399099 = -36010572.440025
  nChanged 4937
		SP:Iteration 2Q (36551.360000 sec): 3 clusters
  Score: Raw -36026252.404592 + Penalty 14470.399099 = -36011782.005494
  nChanged 4503
		SP:Iteration 3Q (36552.410000 sec): 3 clusters
  Score: Raw -36027310.843451 + Penalty 14470.399099 = -36012840.444353
  nChanged 4166
		SP:Iteration 4Q (36553.450000 sec): 3 clusters
  Score: Raw -36028247.629421 + Penalty 14470.399099 = -36013777.230322
  nChanged 3829
		SP:Iteration 5Q (36554.500000 sec): 3 clusters
  Score: Raw -36029081.041207 + Penalty 14470.399099 = -36014610.642109
  nChanged 3815
		SP:Iteration 6Q (36555.550000 sec): 3 clusters
  Score: Raw -36029962.547444 + Penalty 14470.399099 = -36015492.148346
  nChanged 3883
		SP:Iteration 7Q (36556.600000 sec): 3 clusters
  Score: Raw -36030944.162279 + Penalty 14470.399099 = -36016473.763181
  nChanged 4189
		SP:Iteration 8Q (36557.640000 sec): 3 clusters
  Score: Raw -36032131.297224 + Penalty 14470.399099 = -36017660.898126
  nChanged 4761
		SP:Iteration 9Q (36558.690000 sec): 3 clusters
  Score: Raw -36033709.393482 + Penalty 14470.399099 = -36019238.994384
  nChanged 5402
		SP:Iteration 10Q (36559.730000 sec): 3 clusters
  Score: Raw -36035852.178332 + Penalty 14470.399099 = -36021381.779233
  nChanged 6441
		SP:Iteration 11Q (36560.780000 sec): 3 clusters
  Score: Raw -36038971.329633 + Penalty 14470.399099 = -36024500.930534
  nChanged 7444
		SP:Iteration 12F (36561.810000 sec): 3 clusters
  Score: Raw -36043257.687201 + Penalty 14470.399099 = -36028787.288103
  nChanged 8140
		SP:Iteration 13F (36562.850000 sec): 3 clusters
  Score: Raw -36048610.243915 + Penalty 14470.399099 = -36034139.844817
  nChanged 8399
		SP:Iteration 14F (36563.890000 sec): 3 clusters
  Score: Raw -36054709.981070 + Penalty 14470.399099 = -36040239.581971
  nChanged 7715
		SP:Iteration 15F (36564.930000 sec): 3 clusters
  Score: Raw -36060647.960653 + Penalty 14470.399099 = -36046177.561554
  nChanged 6339
		SP:Iteration 16Q (36565.960000 sec): 3 clusters
  Score: Raw -36065646.568806 + Penalty 14470.399099 = -36051176.169708
  nChanged 4587
		SP:Iteration 17Q (36566.970000 sec): 3 clusters
  Score: Raw -36069199.452318 + Penalty 14470.399099 = -36054729.053220
  nChanged 3089
		SP:Iteration 18Q (36567.920000 sec): 3 clusters
  Score: Raw -36071574.136859 + Penalty 14470.399099 = -36057103.737760
  nChanged 1809
		SP:Iteration 19Q (36568.810000 sec): 3 clusters
  Score: Raw -36072944.174538 + Penalty 14470.399099 = -36058473.775440
  nChanged 1064
		SP:Iteration 20F (36569.840000 sec): 3 clusters
  Score: Raw -36073749.960569 + Penalty 14470.399099 = -36059279.561470
  nChanged 585
		SP:Iteration 21Q (36570.630000 sec): 3 clusters
  Score: Raw -36074181.981045 + Penalty 14470.399099 = -36059711.581947
  nChanged 330
		SP:Iteration 22Q (36571.390000 sec): 3 clusters
  Score: Raw -36074443.438624 + Penalty 14470.399099 = -36059973.039525
  nChanged 202
		SP:Iteration 23Q (36572.130000 sec): 3 clusters
  Score: Raw -36074591.730402 + Penalty 14470.399099 = -36060121.331304
  nChanged 147
		SP:Iteration 24Q (36572.870000 sec): 3 clusters
  Score: Raw -36074699.448192 + Penalty 14470.399099 = -36060229.049093
  nChanged 90
		SP:Iteration 25Q (36573.590000 sec): 3 clusters
  Score: Raw -36074765.207844 + Penalty 14470.399099 = -36060294.808745
  nChanged 72
		SP:Iteration 26Q (36574.320000 sec): 3 clusters
  Score: Raw -36074813.791161 + Penalty 14470.399099 = -36060343.392063
  nChanged 39
		SP:Iteration 27Q (36575.050000 sec): 3 clusters
  Score: Raw -36074837.810309 + Penalty 14470.399099 = -36060367.411211
  nChanged 25
		SP:Iteration 28Q (36575.770000 sec): 3 clusters
  Score: Raw -36074854.438297 + Penalty 14470.399099 = -36060384.039199
  nChanged 23
		SP:Iteration 29Q (36576.490000 sec): 3 clusters
  Score: Raw -36074870.338259 + Penalty 14470.399099 = -36060399.939161
  nChanged 25
		SP:Iteration 30Q (36577.210000 sec): 3 clusters
  Score: Raw -36074890.525858 + Penalty 14470.399099 = -36060420.126759
  nChanged 27
		SP:Iteration 31Q (36577.920000 sec): 3 clusters
  Score: Raw -36074907.984050 + Penalty 14470.399099 = -36060437.584951
  nChanged 18
		SP:Iteration 32Q (36578.640000 sec): 3 clusters
  Score: Raw -36074919.942876 + Penalty 14470.399099 = -36060449.543777
  nChanged 19
		SP:Iteration 33Q (36579.350000 sec): 3 clusters
  Score: Raw -36074932.630772 + Penalty 14470.399099 = -36060462.231673
  nChanged 16
		SP:Iteration 34Q (36580.070000 sec): 3 clusters
  Score: Raw -36074943.446635 + Penalty 14470.399099 = -36060473.047537
  nChanged 10
		SP:Iteration 35Q (36580.780000 sec): 3 clusters
  Score: Raw -36074951.754144 + Penalty 14470.399099 = -36060481.355046
  nChanged 8
		SP:Iteration 36Q (36581.490000 sec): 3 clusters
  Score: Raw -36074957.923457 + Penalty 14470.399099 = -36060487.524358
  nChanged 7
		SP:Iteration 37Q (36582.200000 sec): 3 clusters
  Score: Raw -36074962.297367 + Penalty 14470.399099 = -36060491.898268
  nChanged 6
		SP:Iteration 38Q (36582.910000 sec): 3 clusters
  Score: Raw -36074966.469813 + Penalty 14470.399099 = -36060496.070715
  nChanged 6
		SP:Iteration 39Q (36583.620000 sec): 3 clusters
  Score: Raw -36074970.507455 + Penalty 14470.399099 = -36060500.108356
  nChanged 1
		SP:Iteration 40F (36584.640000 sec): 3 clusters
  Score: Raw -36074971.170829 + Penalty 14470.399099 = -36060500.771730
  nChanged 3
		SP:Iteration 41Q (36585.360000 sec): 3 clusters
  Score: Raw -36074973.089522 + Penalty 14470.399099 = -36060502.690423
  nChanged 1
		SP:Iteration 42Q (36586.070000 sec): 3 clusters
  Score: Raw -36074973.815601 + Penalty 14470.399099 = -36060503.416502
  nChanged 0
		SP:Iteration 43F (36587.090000 sec): 3 clusters
  Score: Raw -36074973.815601 + Penalty 14470.399099 = -36060503.416502
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36587.190000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36587.190000 sec): 3 clusters
  Score: Raw -45370.451359 + Penalty 6508.677324 = -38861.774034
  nChanged 13
		SP:Iteration 1F (36587.190000 sec): 3 clusters
  Score: Raw -45461.245023 + Penalty 6508.677324 = -38952.567699
  nChanged 1
		SP:Iteration 2Q (36587.190000 sec): 3 clusters
  Score: Raw -45470.652042 + Penalty 6508.677324 = -38961.974718
  nChanged 0
		SP:Iteration 3F (36587.190000 sec): 3 clusters
  Score: Raw -45470.652042 + Penalty 6508.677324 = -38961.974718
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36587.210000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36587.210000 sec): 3 clusters
  Score: Raw -136367.290713 + Penalty 7674.993986 = -128692.296727
  nChanged 45
		SP:Iteration 1F (36587.210000 sec): 3 clusters
  Score: Raw -136578.310843 + Penalty 7674.993986 = -128903.316857
  nChanged 14
		SP:Iteration 2Q (36587.220000 sec): 3 clusters
  Score: Raw -136670.221096 + Penalty 7674.993986 = -128995.227110
  nChanged 12
		SP:Iteration 3Q (36587.220000 sec): 3 clusters
  Score: Raw -136748.933814 + Penalty 7674.993986 = -129073.939828
  nChanged 7
		SP:Iteration 4Q (36587.230000 sec): 3 clusters
  Score: Raw -136782.299415 + Penalty 7674.993986 = -129107.305429
  nChanged 3
		SP:Iteration 5Q (36587.230000 sec): 3 clusters
  Score: Raw -136799.593734 + Penalty 7674.993986 = -129124.599748
  nChanged 5
		SP:Iteration 6Q (36587.230000 sec): 3 clusters
  Score: Raw -136833.263422 + Penalty 7674.993986 = -129158.269436
  nChanged 3
		SP:Iteration 7Q (36587.240000 sec): 3 clusters
  Score: Raw -136848.200757 + Penalty 7674.993986 = -129173.206771
  nChanged 2
		SP:Iteration 8Q (36587.240000 sec): 3 clusters
  Score: Raw -136861.466747 + Penalty 7674.993986 = -129186.472761
  nChanged 2
		SP:Iteration 9Q (36587.250000 sec): 3 clusters
  Score: Raw -136872.589689 + Penalty 7674.993986 = -129197.595704
  nChanged 0
		SP:Iteration 10F (36587.250000 sec): 3 clusters
  Score: Raw -136872.589689 + Penalty 7674.993986 = -129197.595704
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (105142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36587.990000 sec): 2 clusters
  Score: Raw -28079163.708144 + Penalty 7082.378597 = -28072081.329547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36588.790000 sec): 3 clusters
  Score: Raw -28014304.030831 + Penalty 14164.757193 = -28000139.273638
  nChanged 48291
		SP:Iteration 1F (36589.600000 sec): 3 clusters
  Score: Raw -28040974.358402 + Penalty 14164.757193 = -28026809.601209
  nChanged 4235
		SP:Iteration 2Q (36590.410000 sec): 3 clusters
  Score: Raw -28042113.957071 + Penalty 14164.757193 = -28027949.199878
  nChanged 3841
		SP:Iteration 3Q (36591.220000 sec): 3 clusters
  Score: Raw -28043252.268236 + Penalty 14164.757193 = -28029087.511043
  nChanged 3802
		SP:Iteration 4Q (36592.030000 sec): 3 clusters
  Score: Raw -28044599.603691 + Penalty 14164.757193 = -28030434.846498
  nChanged 3996
		SP:Iteration 5Q (36592.850000 sec): 3 clusters
  Score: Raw -28046403.429341 + Penalty 14164.757193 = -28032238.672148
  nChanged 4452
		SP:Iteration 6Q (36593.660000 sec): 3 clusters
  Score: Raw -28048733.483046 + Penalty 14164.757193 = -28034568.725853
  nChanged 5038
		SP:Iteration 7Q (36594.470000 sec): 3 clusters
  Score: Raw -28051271.526772 + Penalty 14164.757193 = -28037106.769579
  nChanged 5538
		SP:Iteration 8F (36595.270000 sec): 3 clusters
  Score: Raw -28053913.931995 + Penalty 14164.757193 = -28039749.174802
  nChanged 5829
		SP:Iteration 9F (36596.070000 sec): 3 clusters
  Score: Raw -28056826.629222 + Penalty 14164.757193 = -28042661.872029
  nChanged 5810
		SP:Iteration 10F (36596.870000 sec): 3 clusters
  Score: Raw -28059920.770731 + Penalty 14164.757193 = -28045756.013538
  nChanged 5629
		SP:Iteration 11F (36597.680000 sec): 3 clusters
  Score: Raw -28062961.797616 + Penalty 14164.757193 = -28048797.040423
  nChanged 5178
		SP:Iteration 12Q (36598.480000 sec): 3 clusters
  Score: Raw -28065995.388180 + Penalty 14164.757193 = -28051830.630986
  nChanged 4755
		SP:Iteration 13Q (36599.280000 sec): 3 clusters
  Score: Raw -28069227.238829 + Penalty 14164.757193 = -28055062.481636
  nChanged 4247
		SP:Iteration 14Q (36600.080000 sec): 3 clusters
  Score: Raw -28072595.654804 + Penalty 14164.757193 = -28058430.897611
  nChanged 3709
		SP:Iteration 15Q (36600.870000 sec): 3 clusters
  Score: Raw -28075745.252056 + Penalty 14164.757193 = -28061580.494863
  nChanged 3131
		SP:Iteration 16Q (36601.650000 sec): 3 clusters
  Score: Raw -28078200.743971 + Penalty 14164.757193 = -28064035.986778
  nChanged 2443
		SP:Iteration 17Q (36602.380000 sec): 3 clusters
  Score: Raw -28079985.546228 + Penalty 14164.757193 = -28065820.789035
  nChanged 2072
		SP:Iteration 18Q (36603.090000 sec): 3 clusters
  Score: Raw -28081362.167885 + Penalty 14164.757193 = -28067197.410692
  nChanged 1658
		SP:Iteration 19Q (36603.780000 sec): 3 clusters
  Score: Raw -28082451.131508 + Penalty 14164.757193 = -28068286.374315
  nChanged 1316
		SP:Iteration 20F (36604.580000 sec): 3 clusters
  Score: Raw -28083278.048496 + Penalty 14164.757193 = -28069113.291303
  nChanged 1036
		SP:Iteration 21Q (36605.230000 sec): 3 clusters
  Score: Raw -28083891.486642 + Penalty 14164.757193 = -28069726.729449
  nChanged 820
		SP:Iteration 22Q (36605.860000 sec): 3 clusters
  Score: Raw -28084285.670287 + Penalty 14164.757193 = -28070120.913094
  nChanged 556
		SP:Iteration 23Q (36606.500000 sec): 3 clusters
  Score: Raw -28084503.987346 + Penalty 14164.757193 = -28070339.230153
  nChanged 416
		SP:Iteration 24Q (36607.100000 sec): 3 clusters
  Score: Raw -28084648.320780 + Penalty 14164.757193 = -28070483.563587
  nChanged 313
		SP:Iteration 25Q (36607.710000 sec): 3 clusters
  Score: Raw -28084745.161316 + Penalty 14164.757193 = -28070580.404123
  nChanged 251
		SP:Iteration 26Q (36608.310000 sec): 3 clusters
  Score: Raw -28084814.498681 + Penalty 14164.757193 = -28070649.741488
  nChanged 204
		SP:Iteration 27Q (36608.910000 sec): 3 clusters
  Score: Raw -28084862.466849 + Penalty 14164.757193 = -28070697.709656
  nChanged 140
		SP:Iteration 28Q (36609.500000 sec): 3 clusters
  Score: Raw -28084890.274658 + Penalty 14164.757193 = -28070725.517465
  nChanged 113
		SP:Iteration 29Q (36610.100000 sec): 3 clusters
  Score: Raw -28084908.689778 + Penalty 14164.757193 = -28070743.932585
  nChanged 76
		SP:Iteration 30Q (36610.690000 sec): 3 clusters
  Score: Raw -28084919.243531 + Penalty 14164.757193 = -28070754.486338
  nChanged 59
		SP:Iteration 31Q (36611.280000 sec): 3 clusters
  Score: Raw -28084926.285407 + Penalty 14164.757193 = -28070761.528213
  nChanged 46
		SP:Iteration 32Q (36611.880000 sec): 3 clusters
  Score: Raw -28084932.242067 + Penalty 14164.757193 = -28070767.484874
  nChanged 34
		SP:Iteration 33Q (36612.460000 sec): 3 clusters
  Score: Raw -28084936.675696 + Penalty 14164.757193 = -28070771.918503
  nChanged 29
		SP:Iteration 34Q (36613.050000 sec): 3 clusters
  Score: Raw -28084940.377996 + Penalty 14164.757193 = -28070775.620802
  nChanged 23
		SP:Iteration 35Q (36613.640000 sec): 3 clusters
  Score: Raw -28084942.959441 + Penalty 14164.757193 = -28070778.202248
  nChanged 22
		SP:Iteration 36Q (36614.230000 sec): 3 clusters
  Score: Raw -28084945.319520 + Penalty 14164.757193 = -28070780.562327
  nChanged 13
		SP:Iteration 37Q (36614.820000 sec): 3 clusters
  Score: Raw -28084946.742031 + Penalty 14164.757193 = -28070781.984838
  nChanged 15
		SP:Iteration 38Q (36615.410000 sec): 3 clusters
  Score: Raw -28084948.332685 + Penalty 14164.757193 = -28070783.575492
  nChanged 15
		SP:Iteration 39Q (36616.000000 sec): 3 clusters
  Score: Raw -28084949.838579 + Penalty 14164.757193 = -28070785.081386
  nChanged 11
		SP:Iteration 40F (36616.800000 sec): 3 clusters
  Score: Raw -28084951.181899 + Penalty 14164.757193 = -28070786.424706
  nChanged 13
		SP:Iteration 41Q (36617.380000 sec): 3 clusters
  Score: Raw -28084952.653318 + Penalty 14164.757193 = -28070787.896125
  nChanged 10
		SP:Iteration 42Q (36617.970000 sec): 3 clusters
  Score: Raw -28084953.974760 + Penalty 14164.757193 = -28070789.217566
  nChanged 14
		SP:Iteration 43Q (36618.560000 sec): 3 clusters
  Score: Raw -28084955.532644 + Penalty 14164.757193 = -28070790.775451
  nChanged 13
		SP:Iteration 44Q (36619.150000 sec): 3 clusters
  Score: Raw -28084956.905673 + Penalty 14164.757193 = -28070792.148480
  nChanged 6
		SP:Iteration 45Q (36619.740000 sec): 3 clusters
  Score: Raw -28084957.570427 + Penalty 14164.757193 = -28070792.813234
  nChanged 5
		SP:Iteration 46Q (36620.330000 sec): 3 clusters
  Score: Raw -28084958.004765 + Penalty 14164.757193 = -28070793.247572
  nChanged 4
		SP:Iteration 47Q (36620.920000 sec): 3 clusters
  Score: Raw -28084958.345725 + Penalty 14164.757193 = -28070793.588532
  nChanged 1
		SP:Iteration 48Q (36621.510000 sec): 3 clusters
  Score: Raw -28084958.390369 + Penalty 14164.757193 = -28070793.633175
  nChanged 3
		SP:Iteration 49Q (36622.100000 sec): 3 clusters
  Score: Raw -28084958.810134 + Penalty 14164.757193 = -28070794.052941
  nChanged 0
		SP:Iteration 50F (36622.900000 sec): 3 clusters
  Score: Raw -28084958.810134 + Penalty 14164.757193 = -28070794.052941
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (17116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36623.060000 sec): 2 clusters
  Score: Raw -4536540.130872 + Penalty 5970.508499 = -4530569.622374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36623.200000 sec): 3 clusters
  Score: Raw -4527890.622083 + Penalty 11941.016997 = -4515949.605085
  nChanged 6792
		SP:Iteration 1F (36623.320000 sec): 3 clusters
  Score: Raw -4531684.444606 + Penalty 11941.016997 = -4519743.427608
  nChanged 1366
		SP:Iteration 2F (36623.460000 sec): 3 clusters
  Score: Raw -4532717.648106 + Penalty 11941.016997 = -4520776.631108
  nChanged 1278
		SP:Iteration 3F (36623.580000 sec): 3 clusters
  Score: Raw -4533942.303815 + Penalty 11941.016997 = -4522001.286817
  nChanged 1334
		SP:Iteration 4F (36623.720000 sec): 3 clusters
  Score: Raw -4535360.481929 + Penalty 11941.016997 = -4523419.464931
  nChanged 1262
		SP:Iteration 5F (36623.840000 sec): 3 clusters
  Score: Raw -4536638.890673 + Penalty 11941.016997 = -4524697.873676
  nChanged 1078
		SP:Iteration 6F (36623.980000 sec): 3 clusters
  Score: Raw -4537543.800000 + Penalty 11941.016997 = -4525602.783002
  nChanged 787
		SP:Iteration 7Q (36624.100000 sec): 3 clusters
  Score: Raw -4538044.340995 + Penalty 11941.016997 = -4526103.323998
  nChanged 476
		SP:Iteration 8Q (36624.230000 sec): 3 clusters
  Score: Raw -4538298.457416 + Penalty 11941.016997 = -4526357.440419
  nChanged 348
		SP:Iteration 9Q (36624.360000 sec): 3 clusters
  Score: Raw -4538462.033651 + Penalty 11941.016997 = -4526521.016654
  nChanged 256
		SP:Iteration 10Q (36624.490000 sec): 3 clusters
  Score: Raw -4538581.010600 + Penalty 11941.016997 = -4526639.993602
  nChanged 181
		SP:Iteration 11Q (36624.620000 sec): 3 clusters
  Score: Raw -4538658.421785 + Penalty 11941.016997 = -4526717.404787
  nChanged 147
		SP:Iteration 12Q (36624.740000 sec): 3 clusters
  Score: Raw -4538712.254941 + Penalty 11941.016997 = -4526771.237944
  nChanged 115
		SP:Iteration 13Q (36624.870000 sec): 3 clusters
  Score: Raw -4538755.176118 + Penalty 11941.016997 = -4526814.159121
  nChanged 101
		SP:Iteration 14Q (36625.000000 sec): 3 clusters
  Score: Raw -4538789.595160 + Penalty 11941.016997 = -4526848.578163
  nChanged 79
		SP:Iteration 15Q (36625.120000 sec): 3 clusters
  Score: Raw -4538816.531118 + Penalty 11941.016997 = -4526875.514121
  nChanged 66
		SP:Iteration 16Q (36625.250000 sec): 3 clusters
  Score: Raw -4538839.708983 + Penalty 11941.016997 = -4526898.691985
  nChanged 52
		SP:Iteration 17Q (36625.380000 sec): 3 clusters
  Score: Raw -4538855.192750 + Penalty 11941.016997 = -4526914.175753
  nChanged 39
		SP:Iteration 18Q (36625.510000 sec): 3 clusters
  Score: Raw -4538867.013881 + Penalty 11941.016997 = -4526925.996883
  nChanged 32
		SP:Iteration 19Q (36625.630000 sec): 3 clusters
  Score: Raw -4538876.453877 + Penalty 11941.016997 = -4526935.436879
  nChanged 28
		SP:Iteration 20F (36625.760000 sec): 3 clusters
  Score: Raw -4538885.766810 + Penalty 11941.016997 = -4526944.749813
  nChanged 31
		SP:Iteration 21Q (36625.890000 sec): 3 clusters
  Score: Raw -4538896.192166 + Penalty 11941.016997 = -4526955.175169
  nChanged 25
		SP:Iteration 22Q (36626.020000 sec): 3 clusters
  Score: Raw -4538904.018949 + Penalty 11941.016997 = -4526963.001952
  nChanged 21
		SP:Iteration 23Q (36626.140000 sec): 3 clusters
  Score: Raw -4538909.795565 + Penalty 11941.016997 = -4526968.778567
  nChanged 14
		SP:Iteration 24Q (36626.270000 sec): 3 clusters
  Score: Raw -4538914.209319 + Penalty 11941.016997 = -4526973.192322
  nChanged 11
		SP:Iteration 25Q (36626.400000 sec): 3 clusters
  Score: Raw -4538917.663197 + Penalty 11941.016997 = -4526976.646199
  nChanged 11
		SP:Iteration 26Q (36626.520000 sec): 3 clusters
  Score: Raw -4538920.253796 + Penalty 11941.016997 = -4526979.236799
  nChanged 13
		SP:Iteration 27Q (36626.650000 sec): 3 clusters
  Score: Raw -4538923.916153 + Penalty 11941.016997 = -4526982.899155
  nChanged 14
		SP:Iteration 28Q (36626.780000 sec): 3 clusters
  Score: Raw -4538927.436011 + Penalty 11941.016997 = -4526986.419014
  nChanged 12
		SP:Iteration 29Q (36626.900000 sec): 3 clusters
  Score: Raw -4538930.750780 + Penalty 11941.016997 = -4526989.733783
  nChanged 10
		SP:Iteration 30Q (36627.030000 sec): 3 clusters
  Score: Raw -4538933.292805 + Penalty 11941.016997 = -4526992.275808
  nChanged 8
		SP:Iteration 31Q (36627.160000 sec): 3 clusters
  Score: Raw -4538935.159963 + Penalty 11941.016997 = -4526994.142966
  nChanged 7
		SP:Iteration 32Q (36627.280000 sec): 3 clusters
  Score: Raw -4538936.697403 + Penalty 11941.016997 = -4526995.680406
  nChanged 5
		SP:Iteration 33Q (36627.410000 sec): 3 clusters
  Score: Raw -4538937.878480 + Penalty 11941.016997 = -4526996.861483
  nChanged 3
		SP:Iteration 34Q (36627.540000 sec): 3 clusters
  Score: Raw -4538938.695551 + Penalty 11941.016997 = -4526997.678553
  nChanged 4
		SP:Iteration 35Q (36627.660000 sec): 3 clusters
  Score: Raw -4538939.893046 + Penalty 11941.016997 = -4526998.876048
  nChanged 7
		SP:Iteration 36Q (36627.790000 sec): 3 clusters
  Score: Raw -4538941.895327 + Penalty 11941.016997 = -4527000.878329
  nChanged 6
		SP:Iteration 37Q (36627.920000 sec): 3 clusters
  Score: Raw -4538943.911877 + Penalty 11941.016997 = -4527002.894880
  nChanged 8
		SP:Iteration 38Q (36628.040000 sec): 3 clusters
  Score: Raw -4538945.615127 + Penalty 11941.016997 = -4527004.598129
  nChanged 9
		SP:Iteration 39Q (36628.170000 sec): 3 clusters
  Score: Raw -4538948.302906 + Penalty 11941.016997 = -4527007.285909
  nChanged 7
		SP:Iteration 40F (36628.300000 sec): 3 clusters
  Score: Raw -4538950.353940 + Penalty 11941.016997 = -4527009.336943
  nChanged 7
		SP:Iteration 41Q (36628.420000 sec): 3 clusters
  Score: Raw -4538952.609875 + Penalty 11941.016997 = -4527011.592878
  nChanged 9
		SP:Iteration 42Q (36628.550000 sec): 3 clusters
  Score: Raw -4538955.374251 + Penalty 11941.016997 = -4527014.357254
  nChanged 8
		SP:Iteration 43Q (36628.680000 sec): 3 clusters
  Score: Raw -4538957.576289 + Penalty 11941.016997 = -4527016.559292
  nChanged 8
		SP:Iteration 44Q (36628.800000 sec): 3 clusters
  Score: Raw -4538960.311296 + Penalty 11941.016997 = -4527019.294298
  nChanged 11
		SP:Iteration 45Q (36628.930000 sec): 3 clusters
  Score: Raw -4538964.196824 + Penalty 11941.016997 = -4527023.179826
  nChanged 15
		SP:Iteration 46Q (36629.060000 sec): 3 clusters
  Score: Raw -4538968.150179 + Penalty 11941.016997 = -4527027.133181
  nChanged 12
		SP:Iteration 47Q (36629.180000 sec): 3 clusters
  Score: Raw -4538971.454570 + Penalty 11941.016997 = -4527030.437572
  nChanged 10
		SP:Iteration 48Q (36629.310000 sec): 3 clusters
  Score: Raw -4538974.062728 + Penalty 11941.016997 = -4527033.045731
  nChanged 4
		SP:Iteration 49Q (36629.440000 sec): 3 clusters
  Score: Raw -4538975.366612 + Penalty 11941.016997 = -4527034.349615
  nChanged 6
		SP:Iteration 50Q (36629.560000 sec): 3 clusters
  Score: Raw -4538976.895435 + Penalty 11941.016997 = -4527035.878437
  nChanged 1
		SP:Iteration 51Q (36629.690000 sec): 3 clusters
  Score: Raw -4538977.078324 + Penalty 11941.016997 = -4527036.061326
  nChanged 1
		SP:Iteration 52Q (36629.810000 sec): 3 clusters
  Score: Raw -4538977.234029 + Penalty 11941.016997 = -4527036.217031
  nChanged 0
		SP:Iteration 53F (36629.940000 sec): 3 clusters
  Score: Raw -4538977.234029 + Penalty 11941.016997 = -4527036.217031
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36630.160000 sec): 2 clusters
  Score: Raw -8599193.677881 + Penalty 6359.706299 = -8592833.971582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36630.400000 sec): 3 clusters
  Score: Raw -8581358.413355 + Penalty 12719.412598 = -8568639.000757
  nChanged 13636
		SP:Iteration 1F (36630.650000 sec): 3 clusters
  Score: Raw -8588704.880457 + Penalty 12719.412598 = -8575985.467860
  nChanged 1977
		SP:Iteration 2F (36630.890000 sec): 3 clusters
  Score: Raw -8589558.876289 + Penalty 12719.412598 = -8576839.463691
  nChanged 1598
		SP:Iteration 3Q (36631.140000 sec): 3 clusters
  Score: Raw -8590215.330812 + Penalty 12719.412598 = -8577495.918214
  nChanged 1375
		SP:Iteration 4Q (36631.380000 sec): 3 clusters
  Score: Raw -8590793.227781 + Penalty 12719.412598 = -8578073.815183
  nChanged 1259
		SP:Iteration 5Q (36631.630000 sec): 3 clusters
  Score: Raw -8591312.884635 + Penalty 12719.412598 = -8578593.472037
  nChanged 1161
		SP:Iteration 6Q (36631.880000 sec): 3 clusters
  Score: Raw -8591781.577325 + Penalty 12719.412598 = -8579062.164728
  nChanged 1139
		SP:Iteration 7Q (36632.120000 sec): 3 clusters
  Score: Raw -8592275.931635 + Penalty 12719.412598 = -8579556.519038
  nChanged 1300
		SP:Iteration 8Q (36632.360000 sec): 3 clusters
  Score: Raw -8592981.134049 + Penalty 12719.412598 = -8580261.721452
  nChanged 1521
		SP:Iteration 9Q (36632.610000 sec): 3 clusters
  Score: Raw -8593922.864692 + Penalty 12719.412598 = -8581203.452094
  nChanged 1698
		SP:Iteration 10F (36632.850000 sec): 3 clusters
  Score: Raw -8595153.782764 + Penalty 12719.412598 = -8582434.370166
  nChanged 1744
		SP:Iteration 11F (36633.100000 sec): 3 clusters
  Score: Raw -8596510.695063 + Penalty 12719.412598 = -8583791.282465
  nChanged 1529
		SP:Iteration 12Q (36633.340000 sec): 3 clusters
  Score: Raw -8597707.681023 + Penalty 12719.412598 = -8584988.268426
  nChanged 1211
		SP:Iteration 13Q (36633.580000 sec): 3 clusters
  Score: Raw -8598637.030733 + Penalty 12719.412598 = -8585917.618136
  nChanged 908
		SP:Iteration 14Q (36633.820000 sec): 3 clusters
  Score: Raw -8599274.254997 + Penalty 12719.412598 = -8586554.842399
  nChanged 654
		SP:Iteration 15Q (36634.060000 sec): 3 clusters
  Score: Raw -8599692.768985 + Penalty 12719.412598 = -8586973.356388
  nChanged 472
		SP:Iteration 16Q (36634.290000 sec): 3 clusters
  Score: Raw -8599984.805327 + Penalty 12719.412598 = -8587265.392730
  nChanged 318
		SP:Iteration 17Q (36634.520000 sec): 3 clusters
  Score: Raw -8600179.390248 + Penalty 12719.412598 = -8587459.977651
  nChanged 267
		SP:Iteration 18Q (36634.750000 sec): 3 clusters
  Score: Raw -8600335.432788 + Penalty 12719.412598 = -8587616.020190
  nChanged 222
		SP:Iteration 19Q (36634.980000 sec): 3 clusters
  Score: Raw -8600453.440038 + Penalty 12719.412598 = -8587734.027441
  nChanged 184
		SP:Iteration 20F (36635.220000 sec): 3 clusters
  Score: Raw -8600557.236245 + Penalty 12719.412598 = -8587837.823647
  nChanged 148
		SP:Iteration 21Q (36635.440000 sec): 3 clusters
  Score: Raw -8600644.805616 + Penalty 12719.412598 = -8587925.393018
  nChanged 130
		SP:Iteration 22Q (36635.670000 sec): 3 clusters
  Score: Raw -8600717.749346 + Penalty 12719.412598 = -8587998.336748
  nChanged 94
		SP:Iteration 23Q (36635.880000 sec): 3 clusters
  Score: Raw -8600765.253864 + Penalty 12719.412598 = -8588045.841266
  nChanged 72
		SP:Iteration 24Q (36636.100000 sec): 3 clusters
  Score: Raw -8600799.086884 + Penalty 12719.412598 = -8588079.674286
  nChanged 54
		SP:Iteration 25Q (36636.320000 sec): 3 clusters
  Score: Raw -8600829.114892 + Penalty 12719.412598 = -8588109.702295
  nChanged 46
		SP:Iteration 26Q (36636.530000 sec): 3 clusters
  Score: Raw -8600850.030401 + Penalty 12719.412598 = -8588130.617803
  nChanged 35
		SP:Iteration 27Q (36636.750000 sec): 3 clusters
  Score: Raw -8600867.188686 + Penalty 12719.412598 = -8588147.776088
  nChanged 18
		SP:Iteration 28Q (36636.960000 sec): 3 clusters
  Score: Raw -8600874.763999 + Penalty 12719.412598 = -8588155.351401
  nChanged 21
		SP:Iteration 29Q (36637.180000 sec): 3 clusters
  Score: Raw -8600885.473604 + Penalty 12719.412598 = -8588166.061007
  nChanged 14
		SP:Iteration 30Q (36637.390000 sec): 3 clusters
  Score: Raw -8600891.247948 + Penalty 12719.412598 = -8588171.835351
  nChanged 10
		SP:Iteration 31Q (36637.600000 sec): 3 clusters
  Score: Raw -8600895.012444 + Penalty 12719.412598 = -8588175.599846
  nChanged 10
		SP:Iteration 32Q (36637.820000 sec): 3 clusters
  Score: Raw -8600899.479945 + Penalty 12719.412598 = -8588180.067347
  nChanged 7
		SP:Iteration 33Q (36638.030000 sec): 3 clusters
  Score: Raw -8600902.917778 + Penalty 12719.412598 = -8588183.505180
  nChanged 9
		SP:Iteration 34Q (36638.240000 sec): 3 clusters
  Score: Raw -8600907.214520 + Penalty 12719.412598 = -8588187.801923
  nChanged 8
		SP:Iteration 35Q (36638.450000 sec): 3 clusters
  Score: Raw -8600910.479913 + Penalty 12719.412598 = -8588191.067315
  nChanged 5
		SP:Iteration 36Q (36638.670000 sec): 3 clusters
  Score: Raw -8600911.899775 + Penalty 12719.412598 = -8588192.487178
  nChanged 6
		SP:Iteration 37Q (36638.880000 sec): 3 clusters
  Score: Raw -8600914.288433 + Penalty 12719.412598 = -8588194.875835
  nChanged 3
		SP:Iteration 38Q (36639.090000 sec): 3 clusters
  Score: Raw -8600915.160635 + Penalty 12719.412598 = -8588195.748038
  nChanged 2
		SP:Iteration 39Q (36639.310000 sec): 3 clusters
  Score: Raw -8600915.699737 + Penalty 12719.412598 = -8588196.287140
  nChanged 0
		SP:Iteration 40F (36639.550000 sec): 3 clusters
  Score: Raw -8600915.699737 + Penalty 12719.412598 = -8588196.287140
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (8892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36639.620000 sec): 2 clusters
  Score: Raw -2315518.034207 + Penalty 5569.405706 = -2309948.628501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36639.690000 sec): 3 clusters
  Score: Raw -2311494.357349 + Penalty 11138.811412 = -2300355.545937
  nChanged 3246
		SP:Iteration 1F (36639.760000 sec): 3 clusters
  Score: Raw -2313461.670276 + Penalty 11138.811412 = -2302322.858864
  nChanged 679
		SP:Iteration 2F (36639.820000 sec): 3 clusters
  Score: Raw -2313939.399563 + Penalty 11138.811412 = -2302800.588151
  nChanged 456
		SP:Iteration 3F (36639.890000 sec): 3 clusters
  Score: Raw -2314244.369650 + Penalty 11138.811412 = -2303105.558238
  nChanged 327
		SP:Iteration 4Q (36639.960000 sec): 3 clusters
  Score: Raw -2314452.350894 + Penalty 11138.811412 = -2303313.539482
  nChanged 246
		SP:Iteration 5Q (36640.020000 sec): 3 clusters
  Score: Raw -2314585.811579 + Penalty 11138.811412 = -2303447.000167
  nChanged 209
		SP:Iteration 6Q (36640.090000 sec): 3 clusters
  Score: Raw -2314686.049203 + Penalty 11138.811412 = -2303547.237791
  nChanged 161
		SP:Iteration 7Q (36640.150000 sec): 3 clusters
  Score: Raw -2314768.231910 + Penalty 11138.811412 = -2303629.420498
  nChanged 116
		SP:Iteration 8Q (36640.220000 sec): 3 clusters
  Score: Raw -2314816.643989 + Penalty 11138.811412 = -2303677.832577
  nChanged 83
		SP:Iteration 9Q (36640.280000 sec): 3 clusters
  Score: Raw -2314852.140796 + Penalty 11138.811412 = -2303713.329384
  nChanged 69
		SP:Iteration 10Q (36640.350000 sec): 3 clusters
  Score: Raw -2314880.350916 + Penalty 11138.811412 = -2303741.539504
  nChanged 59
		SP:Iteration 11Q (36640.420000 sec): 3 clusters
  Score: Raw -2314903.434663 + Penalty 11138.811412 = -2303764.623251
  nChanged 52
		SP:Iteration 12Q (36640.480000 sec): 3 clusters
  Score: Raw -2314920.275788 + Penalty 11138.811412 = -2303781.464376
  nChanged 36
		SP:Iteration 13Q (36640.550000 sec): 3 clusters
  Score: Raw -2314935.283462 + Penalty 11138.811412 = -2303796.472050
  nChanged 42
		SP:Iteration 14Q (36640.620000 sec): 3 clusters
  Score: Raw -2314949.716851 + Penalty 11138.811412 = -2303810.905439
  nChanged 32
		SP:Iteration 15Q (36640.680000 sec): 3 clusters
  Score: Raw -2314960.311642 + Penalty 11138.811412 = -2303821.500230
  nChanged 23
		SP:Iteration 16Q (36640.750000 sec): 3 clusters
  Score: Raw -2314968.701501 + Penalty 11138.811412 = -2303829.890089
  nChanged 17
		SP:Iteration 17Q (36640.810000 sec): 3 clusters
  Score: Raw -2314973.736237 + Penalty 11138.811412 = -2303834.924825
  nChanged 11
		SP:Iteration 18Q (36640.880000 sec): 3 clusters
  Score: Raw -2314977.450244 + Penalty 11138.811412 = -2303838.638832
  nChanged 12
		SP:Iteration 19Q (36640.940000 sec): 3 clusters
  Score: Raw -2314981.707448 + Penalty 11138.811412 = -2303842.896036
  nChanged 16
		SP:Iteration 20F (36641.010000 sec): 3 clusters
  Score: Raw -2314986.808775 + Penalty 11138.811412 = -2303847.997363
  nChanged 18
		SP:Iteration 21Q (36641.080000 sec): 3 clusters
  Score: Raw -2314992.811801 + Penalty 11138.811412 = -2303854.000389
  nChanged 13
		SP:Iteration 22Q (36641.140000 sec): 3 clusters
  Score: Raw -2314997.959254 + Penalty 11138.811412 = -2303859.147842
  nChanged 12
		SP:Iteration 23Q (36641.210000 sec): 3 clusters
  Score: Raw -2315001.967168 + Penalty 11138.811412 = -2303863.155756
  nChanged 10
		SP:Iteration 24Q (36641.270000 sec): 3 clusters
  Score: Raw -2315005.769329 + Penalty 11138.811412 = -2303866.957917
  nChanged 9
		SP:Iteration 25Q (36641.340000 sec): 3 clusters
  Score: Raw -2315008.662812 + Penalty 11138.811412 = -2303869.851400
  nChanged 9
		SP:Iteration 26Q (36641.400000 sec): 3 clusters
  Score: Raw -2315011.905537 + Penalty 11138.811412 = -2303873.094125
  nChanged 11
		SP:Iteration 27Q (36641.470000 sec): 3 clusters
  Score: Raw -2315015.572345 + Penalty 11138.811412 = -2303876.760933
  nChanged 7
		SP:Iteration 28Q (36641.540000 sec): 3 clusters
  Score: Raw -2315017.705281 + Penalty 11138.811412 = -2303878.893869
  nChanged 8
		SP:Iteration 29Q (36641.600000 sec): 3 clusters
  Score: Raw -2315020.829800 + Penalty 11138.811412 = -2303882.018388
  nChanged 8
		SP:Iteration 30Q (36641.670000 sec): 3 clusters
  Score: Raw -2315025.602675 + Penalty 11138.811412 = -2303886.791263
  nChanged 11
		SP:Iteration 31Q (36641.740000 sec): 3 clusters
  Score: Raw -2315029.283952 + Penalty 11138.811412 = -2303890.472540
  nChanged 11
		SP:Iteration 32Q (36641.800000 sec): 3 clusters
  Score: Raw -2315032.672642 + Penalty 11138.811412 = -2303893.861230
  nChanged 12
		SP:Iteration 33Q (36641.860000 sec): 3 clusters
  Score: Raw -2315036.609050 + Penalty 11138.811412 = -2303897.797638
  nChanged 15
		SP:Iteration 34Q (36641.930000 sec): 3 clusters
  Score: Raw -2315040.983910 + Penalty 11138.811412 = -2303902.172498
  nChanged 9
		SP:Iteration 35Q (36642.000000 sec): 3 clusters
  Score: Raw -2315044.434244 + Penalty 11138.811412 = -2303905.622832
  nChanged 10
		SP:Iteration 36Q (36642.060000 sec): 3 clusters
  Score: Raw -2315047.648515 + Penalty 11138.811412 = -2303908.837103
  nChanged 9
		SP:Iteration 37Q (36642.130000 sec): 3 clusters
  Score: Raw -2315050.650892 + Penalty 11138.811412 = -2303911.839480
  nChanged 9
		SP:Iteration 38Q (36642.200000 sec): 3 clusters
  Score: Raw -2315054.385787 + Penalty 11138.811412 = -2303915.574375
  nChanged 9
		SP:Iteration 39Q (36642.260000 sec): 3 clusters
  Score: Raw -2315058.233314 + Penalty 11138.811412 = -2303919.421902
  nChanged 5
		SP:Iteration 40F (36642.330000 sec): 3 clusters
  Score: Raw -2315059.584585 + Penalty 11138.811412 = -2303920.773173
  nChanged 4
		SP:Iteration 41Q (36642.390000 sec): 3 clusters
  Score: Raw -2315060.453897 + Penalty 11138.811412 = -2303921.642485
  nChanged 3
		SP:Iteration 42Q (36642.460000 sec): 3 clusters
  Score: Raw -2315061.559594 + Penalty 11138.811412 = -2303922.748182
  nChanged 4
		SP:Iteration 43Q (36642.520000 sec): 3 clusters
  Score: Raw -2315063.071090 + Penalty 11138.811412 = -2303924.259679
  nChanged 2
		SP:Iteration 44Q (36642.590000 sec): 3 clusters
  Score: Raw -2315063.921632 + Penalty 11138.811412 = -2303925.110220
  nChanged 3
		SP:Iteration 45Q (36642.660000 sec): 3 clusters
  Score: Raw -2315064.499467 + Penalty 11138.811412 = -2303925.688055
  nChanged 1
		SP:Iteration 46Q (36642.720000 sec): 3 clusters
  Score: Raw -2315064.873874 + Penalty 11138.811412 = -2303926.062462
  nChanged 2
		SP:Iteration 47Q (36642.790000 sec): 3 clusters
  Score: Raw -2315065.353606 + Penalty 11138.811412 = -2303926.542194
  nChanged 1
		SP:Iteration 48Q (36642.850000 sec): 3 clusters
  Score: Raw -2315065.618481 + Penalty 11138.811412 = -2303926.807069
  nChanged 1
		SP:Iteration 49Q (36642.920000 sec): 3 clusters
  Score: Raw -2315065.881557 + Penalty 11138.811412 = -2303927.070145
  nChanged 0
		SP:Iteration 50F (36642.980000 sec): 3 clusters
  Score: Raw -2315065.881557 + Penalty 11138.811412 = -2303927.070145
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (1614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36643.000000 sec): 2 clusters
  Score: Raw -391231.978590 + Penalty 4524.213395 = -386707.765195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36643.020000 sec): 3 clusters
  Score: Raw -391359.811972 + Penalty 9048.426790 = -382311.385183
  nChanged 443
		SP:Iteration 1F (36643.030000 sec): 3 clusters
  Score: Raw -392740.599695 + Penalty 9048.426790 = -383692.172905
  nChanged 233
		SP:Iteration 2F (36643.040000 sec): 3 clusters
  Score: Raw -394252.231628 + Penalty 9048.426790 = -385203.804838
  nChanged 225
		SP:Iteration 3F (36643.060000 sec): 3 clusters
  Score: Raw -395452.431332 + Penalty 9048.426790 = -386404.004542
  nChanged 87
		SP:Iteration 4F (36643.070000 sec): 3 clusters
  Score: Raw -395772.006787 + Penalty 9048.426790 = -386723.579997
  nChanged 25
		SP:Iteration 5Q (36643.080000 sec): 3 clusters
  Score: Raw -395923.444612 + Penalty 9048.426790 = -386875.017822
  nChanged 17
		SP:Iteration 6Q (36643.080000 sec): 3 clusters
  Score: Raw -396066.662945 + Penalty 9048.426790 = -387018.236155
  nChanged 12
		SP:Iteration 7Q (36643.090000 sec): 3 clusters
  Score: Raw -396133.151754 + Penalty 9048.426790 = -387084.724965
  nChanged 12
		SP:Iteration 8Q (36643.100000 sec): 3 clusters
  Score: Raw -396202.299801 + Penalty 9048.426790 = -387153.873011
  nChanged 12
		SP:Iteration 9Q (36643.110000 sec): 3 clusters
  Score: Raw -396270.062697 + Penalty 9048.426790 = -387221.635908
  nChanged 9
		SP:Iteration 10Q (36643.120000 sec): 3 clusters
  Score: Raw -396294.988180 + Penalty 9048.426790 = -387246.561390
  nChanged 2
		SP:Iteration 11Q (36643.130000 sec): 3 clusters
  Score: Raw -396301.138317 + Penalty 9048.426790 = -387252.711528
  nChanged 3
		SP:Iteration 12Q (36643.140000 sec): 3 clusters
  Score: Raw -396308.165856 + Penalty 9048.426790 = -387259.739067
  nChanged 1
		SP:Iteration 13Q (36643.150000 sec): 3 clusters
  Score: Raw -396311.030156 + Penalty 9048.426790 = -387262.603366
  nChanged 1
		SP:Iteration 14Q (36643.160000 sec): 3 clusters
  Score: Raw -396312.537652 + Penalty 9048.426790 = -387264.110863
  nChanged 0
		SP:Iteration 15F (36643.170000 sec): 3 clusters
  Score: Raw -396312.537652 + Penalty 9048.426790 = -387264.110863
  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 23.77 GB.

 Trying to split cluster 11 (11534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36643.260000 sec): 2 clusters
  Score: Raw -2919187.230282 + Penalty 5728.745865 = -2913458.484416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36643.340000 sec): 3 clusters
  Score: Raw -2913888.298670 + Penalty 11457.491731 = -2902430.806940
  nChanged 4318
		SP:Iteration 1F (36643.430000 sec): 3 clusters
  Score: Raw -2916670.430159 + Penalty 11457.491731 = -2905212.938429
  nChanged 951
		SP:Iteration 2F (36643.520000 sec): 3 clusters
  Score: Raw -2917458.392181 + Penalty 11457.491731 = -2906000.900450
  nChanged 700
		SP:Iteration 3F (36643.610000 sec): 3 clusters
  Score: Raw -2918058.526044 + Penalty 11457.491731 = -2906601.034313
  nChanged 608
		SP:Iteration 4F (36643.690000 sec): 3 clusters
  Score: Raw -2918610.239840 + Penalty 11457.491731 = -2907152.748109
  nChanged 575
		SP:Iteration 5Q (36643.780000 sec): 3 clusters
  Score: Raw -2919156.227226 + Penalty 11457.491731 = -2907698.735496
  nChanged 539
		SP:Iteration 6Q (36643.860000 sec): 3 clusters
  Score: Raw -2919694.850111 + Penalty 11457.491731 = -2908237.358380
  nChanged 523
		SP:Iteration 7Q (36643.950000 sec): 3 clusters
  Score: Raw -2920177.390602 + Penalty 11457.491731 = -2908719.898871
  nChanged 500
		SP:Iteration 8Q (36644.030000 sec): 3 clusters
  Score: Raw -2920600.779838 + Penalty 11457.491731 = -2909143.288107
  nChanged 436
		SP:Iteration 9Q (36644.120000 sec): 3 clusters
  Score: Raw -2920975.410051 + Penalty 11457.491731 = -2909517.918320
  nChanged 390
		SP:Iteration 10Q (36644.200000 sec): 3 clusters
  Score: Raw -2921285.165394 + Penalty 11457.491731 = -2909827.673663
  nChanged 312
		SP:Iteration 11Q (36644.280000 sec): 3 clusters
  Score: Raw -2921531.408936 + Penalty 11457.491731 = -2910073.917205
  nChanged 261
		SP:Iteration 12Q (36644.360000 sec): 3 clusters
  Score: Raw -2921697.507122 + Penalty 11457.491731 = -2910240.015391
  nChanged 190
		SP:Iteration 13Q (36644.440000 sec): 3 clusters
  Score: Raw -2921781.690524 + Penalty 11457.491731 = -2910324.198793
  nChanged 125
		SP:Iteration 14Q (36644.520000 sec): 3 clusters
  Score: Raw -2921832.010836 + Penalty 11457.491731 = -2910374.519105
  nChanged 115
		SP:Iteration 15Q (36644.600000 sec): 3 clusters
  Score: Raw -2921880.954580 + Penalty 11457.491731 = -2910423.462849
  nChanged 89
		SP:Iteration 16Q (36644.690000 sec): 3 clusters
  Score: Raw -2921910.192974 + Penalty 11457.491731 = -2910452.701243
  nChanged 68
		SP:Iteration 17Q (36644.770000 sec): 3 clusters
  Score: Raw -2921935.058736 + Penalty 11457.491731 = -2910477.567005
  nChanged 58
		SP:Iteration 18Q (36644.850000 sec): 3 clusters
  Score: Raw -2921954.461769 + Penalty 11457.491731 = -2910496.970038
  nChanged 50
		SP:Iteration 19Q (36644.930000 sec): 3 clusters
  Score: Raw -2921969.961605 + Penalty 11457.491731 = -2910512.469874
  nChanged 44
		SP:Iteration 20F (36645.020000 sec): 3 clusters
  Score: Raw -2921983.495703 + Penalty 11457.491731 = -2910526.003973
  nChanged 43
		SP:Iteration 21Q (36645.100000 sec): 3 clusters
  Score: Raw -2921994.679208 + Penalty 11457.491731 = -2910537.187477
  nChanged 26
		SP:Iteration 22Q (36645.180000 sec): 3 clusters
  Score: Raw -2922002.501716 + Penalty 11457.491731 = -2910545.009986
  nChanged 26
		SP:Iteration 23Q (36645.260000 sec): 3 clusters
  Score: Raw -2922009.919492 + Penalty 11457.491731 = -2910552.427761
  nChanged 17
		SP:Iteration 24Q (36645.340000 sec): 3 clusters
  Score: Raw -2922014.890547 + Penalty 11457.491731 = -2910557.398816
  nChanged 18
		SP:Iteration 25Q (36645.420000 sec): 3 clusters
  Score: Raw -2922020.386865 + Penalty 11457.491731 = -2910562.895134
  nChanged 12
		SP:Iteration 26Q (36645.500000 sec): 3 clusters
  Score: Raw -2922023.568761 + Penalty 11457.491731 = -2910566.077030
  nChanged 16
		SP:Iteration 27Q (36645.580000 sec): 3 clusters
  Score: Raw -2922028.006687 + Penalty 11457.491731 = -2910570.514957
  nChanged 16
		SP:Iteration 28Q (36645.660000 sec): 3 clusters
  Score: Raw -2922033.929181 + Penalty 11457.491731 = -2910576.437451
  nChanged 18
		SP:Iteration 29Q (36645.740000 sec): 3 clusters
  Score: Raw -2922039.881061 + Penalty 11457.491731 = -2910582.389330
  nChanged 23
		SP:Iteration 30Q (36645.820000 sec): 3 clusters
  Score: Raw -2922047.432271 + Penalty 11457.491731 = -2910589.940540
  nChanged 14
		SP:Iteration 31Q (36645.910000 sec): 3 clusters
  Score: Raw -2922051.609835 + Penalty 11457.491731 = -2910594.118104
  nChanged 17
		SP:Iteration 32Q (36645.990000 sec): 3 clusters
  Score: Raw -2922055.600960 + Penalty 11457.491731 = -2910598.109229
  nChanged 9
		SP:Iteration 33Q (36646.070000 sec): 3 clusters
  Score: Raw -2922057.256846 + Penalty 11457.491731 = -2910599.765115
  nChanged 5
		SP:Iteration 34Q (36646.150000 sec): 3 clusters
  Score: Raw -2922058.160246 + Penalty 11457.491731 = -2910600.668515
  nChanged 5
		SP:Iteration 35Q (36646.230000 sec): 3 clusters
  Score: Raw -2922059.541924 + Penalty 11457.491731 = -2910602.050193
  nChanged 6
		SP:Iteration 36Q (36646.310000 sec): 3 clusters
  Score: Raw -2922061.443297 + Penalty 11457.491731 = -2910603.951566
  nChanged 7
		SP:Iteration 37Q (36646.390000 sec): 3 clusters
  Score: Raw -2922063.532584 + Penalty 11457.491731 = -2910606.040853
  nChanged 8
		SP:Iteration 38Q (36646.470000 sec): 3 clusters
  Score: Raw -2922065.157290 + Penalty 11457.491731 = -2910607.665559
  nChanged 5
		SP:Iteration 39Q (36646.550000 sec): 3 clusters
  Score: Raw -2922066.428666 + Penalty 11457.491731 = -2910608.936935
  nChanged 2
		SP:Iteration 40F (36646.640000 sec): 3 clusters
  Score: Raw -2922066.684586 + Penalty 11457.491731 = -2910609.192855
  nChanged 1
		SP:Iteration 41Q (36646.720000 sec): 3 clusters
  Score: Raw -2922066.759571 + Penalty 11457.491731 = -2910609.267840
  nChanged 0
		SP:Iteration 42F (36646.810000 sec): 3 clusters
  Score: Raw -2922066.759571 + Penalty 11457.491731 = -2910609.267840
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (18030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36646.930000 sec): 2 clusters
  Score: Raw -4750460.533542 + Penalty 6002.372794 = -4744458.160749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36647.070000 sec): 3 clusters
  Score: Raw -4741201.416276 + Penalty 12004.745587 = -4729196.670688
  nChanged 7244
		SP:Iteration 1F (36647.210000 sec): 3 clusters
  Score: Raw -4745263.090926 + Penalty 12004.745587 = -4733258.345338
  nChanged 1357
		SP:Iteration 2F (36647.340000 sec): 3 clusters
  Score: Raw -4746147.350626 + Penalty 12004.745587 = -4734142.605038
  nChanged 1077
		SP:Iteration 3F (36647.480000 sec): 3 clusters
  Score: Raw -4747017.666152 + Penalty 12004.745587 = -4735012.920564
  nChanged 1073
		SP:Iteration 4F (36647.620000 sec): 3 clusters
  Score: Raw -4747905.176034 + Penalty 12004.745587 = -4735900.430447
  nChanged 1107
		SP:Iteration 5F (36647.760000 sec): 3 clusters
  Score: Raw -4748836.678497 + Penalty 12004.745587 = -4736831.932909
  nChanged 1183
		SP:Iteration 6F (36647.900000 sec): 3 clusters
  Score: Raw -4749958.447148 + Penalty 12004.745587 = -4737953.701561
  nChanged 1229
		SP:Iteration 7F (36648.040000 sec): 3 clusters
  Score: Raw -4751077.914159 + Penalty 12004.745587 = -4739073.168571
  nChanged 1084
		SP:Iteration 8F (36648.170000 sec): 3 clusters
  Score: Raw -4751993.317494 + Penalty 12004.745587 = -4739988.571907
  nChanged 897
		SP:Iteration 9Q (36648.310000 sec): 3 clusters
  Score: Raw -4752682.705869 + Penalty 12004.745587 = -4740677.960282
  nChanged 669
		SP:Iteration 10Q (36648.440000 sec): 3 clusters
  Score: Raw -4753188.627644 + Penalty 12004.745587 = -4741183.882057
  nChanged 514
		SP:Iteration 11Q (36648.580000 sec): 3 clusters
  Score: Raw -4753577.944992 + Penalty 12004.745587 = -4741573.199405
  nChanged 402
		SP:Iteration 12Q (36648.710000 sec): 3 clusters
  Score: Raw -4753879.515203 + Penalty 12004.745587 = -4741874.769616
  nChanged 332
		SP:Iteration 13Q (36648.840000 sec): 3 clusters
  Score: Raw -4754125.291893 + Penalty 12004.745587 = -4742120.546306
  nChanged 245
		SP:Iteration 14Q (36648.970000 sec): 3 clusters
  Score: Raw -4754298.658650 + Penalty 12004.745587 = -4742293.913062
  nChanged 210
		SP:Iteration 15Q (36649.100000 sec): 3 clusters
  Score: Raw -4754423.323880 + Penalty 12004.745587 = -4742418.578293
  nChanged 151
		SP:Iteration 16Q (36649.230000 sec): 3 clusters
  Score: Raw -4754523.914619 + Penalty 12004.745587 = -4742519.169032
  nChanged 123
		SP:Iteration 17Q (36649.360000 sec): 3 clusters
  Score: Raw -4754591.780817 + Penalty 12004.745587 = -4742587.035229
  nChanged 101
		SP:Iteration 18Q (36649.480000 sec): 3 clusters
  Score: Raw -4754635.392967 + Penalty 12004.745587 = -4742630.647380
  nChanged 74
		SP:Iteration 19Q (36649.600000 sec): 3 clusters
  Score: Raw -4754664.396778 + Penalty 12004.745587 = -4742659.651190
  nChanged 47
		SP:Iteration 20F (36649.740000 sec): 3 clusters
  Score: Raw -4754683.866846 + Penalty 12004.745587 = -4742679.121258
  nChanged 38
		SP:Iteration 21Q (36649.860000 sec): 3 clusters
  Score: Raw -4754697.800374 + Penalty 12004.745587 = -4742693.054786
  nChanged 42
		SP:Iteration 22Q (36649.980000 sec): 3 clusters
  Score: Raw -4754712.120312 + Penalty 12004.745587 = -4742707.374725
  nChanged 28
		SP:Iteration 23Q (36650.100000 sec): 3 clusters
  Score: Raw -4754719.726232 + Penalty 12004.745587 = -4742714.980644
  nChanged 8
		SP:Iteration 24Q (36650.230000 sec): 3 clusters
  Score: Raw -4754721.957011 + Penalty 12004.745587 = -4742717.211424
  nChanged 5
		SP:Iteration 25Q (36650.350000 sec): 3 clusters
  Score: Raw -4754723.021407 + Penalty 12004.745587 = -4742718.275820
  nChanged 7
		SP:Iteration 26Q (36650.470000 sec): 3 clusters
  Score: Raw -4754724.722449 + Penalty 12004.745587 = -4742719.976862
  nChanged 2
		SP:Iteration 27Q (36650.590000 sec): 3 clusters
  Score: Raw -4754725.334226 + Penalty 12004.745587 = -4742720.588638
  nChanged 2
		SP:Iteration 28Q (36650.710000 sec): 3 clusters
  Score: Raw -4754725.719416 + Penalty 12004.745587 = -4742720.973828
  nChanged 1
		SP:Iteration 29Q (36650.840000 sec): 3 clusters
  Score: Raw -4754725.897145 + Penalty 12004.745587 = -4742721.151558
  nChanged 2
		SP:Iteration 30Q (36650.960000 sec): 3 clusters
  Score: Raw -4754726.202131 + Penalty 12004.745587 = -4742721.456544
  nChanged 1
		SP:Iteration 31Q (36651.080000 sec): 3 clusters
  Score: Raw -4754726.479018 + Penalty 12004.745587 = -4742721.733431
  nChanged 2
		SP:Iteration 32Q (36651.200000 sec): 3 clusters
  Score: Raw -4754727.033057 + Penalty 12004.745587 = -4742722.287470
  nChanged 2
		SP:Iteration 33Q (36651.320000 sec): 3 clusters
  Score: Raw -4754727.389419 + Penalty 12004.745587 = -4742722.643832
  nChanged 0
		SP:Iteration 34F (36651.460000 sec): 3 clusters
  Score: Raw -4754727.389419 + Penalty 12004.745587 = -4742722.643832
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36651.610000 sec): 2 clusters
  Score: Raw -6166008.624516 + Penalty 6152.846964 = -6159855.777552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36651.790000 sec): 3 clusters
  Score: Raw -6153710.744530 + Penalty 12305.693929 = -6141405.050602
  nChanged 9523
		SP:Iteration 1F (36651.960000 sec): 3 clusters
  Score: Raw -6158972.239216 + Penalty 12305.693929 = -6146666.545288
  nChanged 1552
		SP:Iteration 2F (36652.140000 sec): 3 clusters
  Score: Raw -6159714.808589 + Penalty 12305.693929 = -6147409.114661
  nChanged 1158
		SP:Iteration 3F (36652.320000 sec): 3 clusters
  Score: Raw -6160275.056926 + Penalty 12305.693929 = -6147969.362998
  nChanged 1021
		SP:Iteration 4Q (36652.490000 sec): 3 clusters
  Score: Raw -6160770.200155 + Penalty 12305.693929 = -6148464.506226
  nChanged 942
		SP:Iteration 5Q (36652.670000 sec): 3 clusters
  Score: Raw -6161213.625708 + Penalty 12305.693929 = -6148907.931780
  nChanged 893
		SP:Iteration 6Q (36652.840000 sec): 3 clusters
  Score: Raw -6161638.509889 + Penalty 12305.693929 = -6149332.815960
  nChanged 873
		SP:Iteration 7Q (36653.020000 sec): 3 clusters
  Score: Raw -6162061.789747 + Penalty 12305.693929 = -6149756.095818
  nChanged 893
		SP:Iteration 8Q (36653.200000 sec): 3 clusters
  Score: Raw -6162513.914055 + Penalty 12305.693929 = -6150208.220127
  nChanged 841
		SP:Iteration 9Q (36653.370000 sec): 3 clusters
  Score: Raw -6162932.869253 + Penalty 12305.693929 = -6150627.175325
  nChanged 814
		SP:Iteration 10Q (36653.550000 sec): 3 clusters
  Score: Raw -6163347.049772 + Penalty 12305.693929 = -6151041.355843
  nChanged 787
		SP:Iteration 11Q (36653.720000 sec): 3 clusters
  Score: Raw -6163768.351136 + Penalty 12305.693929 = -6151462.657207
  nChanged 722
		SP:Iteration 12Q (36653.900000 sec): 3 clusters
  Score: Raw -6164163.036344 + Penalty 12305.693929 = -6151857.342415
  nChanged 675
		SP:Iteration 13Q (36654.080000 sec): 3 clusters
  Score: Raw -6164556.318489 + Penalty 12305.693929 = -6152250.624560
  nChanged 630
		SP:Iteration 14Q (36654.250000 sec): 3 clusters
  Score: Raw -6164957.860439 + Penalty 12305.693929 = -6152652.166511
  nChanged 596
		SP:Iteration 15Q (36654.420000 sec): 3 clusters
  Score: Raw -6165367.948057 + Penalty 12305.693929 = -6153062.254128
  nChanged 528
		SP:Iteration 16Q (36654.600000 sec): 3 clusters
  Score: Raw -6165706.253736 + Penalty 12305.693929 = -6153400.559807
  nChanged 423
		SP:Iteration 17Q (36654.770000 sec): 3 clusters
  Score: Raw -6165975.887149 + Penalty 12305.693929 = -6153670.193221
  nChanged 386
		SP:Iteration 18Q (36654.940000 sec): 3 clusters
  Score: Raw -6166229.528762 + Penalty 12305.693929 = -6153923.834834
  nChanged 315
		SP:Iteration 19Q (36655.110000 sec): 3 clusters
  Score: Raw -6166436.056158 + Penalty 12305.693929 = -6154130.362229
  nChanged 249
		SP:Iteration 20F (36655.290000 sec): 3 clusters
  Score: Raw -6166606.297766 + Penalty 12305.693929 = -6154300.603838
  nChanged 216
		SP:Iteration 21Q (36655.450000 sec): 3 clusters
  Score: Raw -6166747.475768 + Penalty 12305.693929 = -6154441.781839
  nChanged 160
		SP:Iteration 22Q (36655.610000 sec): 3 clusters
  Score: Raw -6166844.618297 + Penalty 12305.693929 = -6154538.924368
  nChanged 118
		SP:Iteration 23Q (36655.760000 sec): 3 clusters
  Score: Raw -6166905.431334 + Penalty 12305.693929 = -6154599.737405
  nChanged 97
		SP:Iteration 24Q (36655.920000 sec): 3 clusters
  Score: Raw -6166960.427933 + Penalty 12305.693929 = -6154654.734005
  nChanged 90
		SP:Iteration 25Q (36656.070000 sec): 3 clusters
  Score: Raw -6167007.070948 + Penalty 12305.693929 = -6154701.377020
  nChanged 63
		SP:Iteration 26Q (36656.220000 sec): 3 clusters
  Score: Raw -6167038.608866 + Penalty 12305.693929 = -6154732.914937
  nChanged 60
		SP:Iteration 27Q (36656.370000 sec): 3 clusters
  Score: Raw -6167071.555912 + Penalty 12305.693929 = -6154765.861984
  nChanged 54
		SP:Iteration 28Q (36656.520000 sec): 3 clusters
  Score: Raw -6167101.707574 + Penalty 12305.693929 = -6154796.013646
  nChanged 55
		SP:Iteration 29Q (36656.660000 sec): 3 clusters
  Score: Raw -6167130.862719 + Penalty 12305.693929 = -6154825.168791
  nChanged 38
		SP:Iteration 30Q (36656.810000 sec): 3 clusters
  Score: Raw -6167150.274322 + Penalty 12305.693929 = -6154844.580394
  nChanged 33
		SP:Iteration 31Q (36656.960000 sec): 3 clusters
  Score: Raw -6167165.668490 + Penalty 12305.693929 = -6154859.974562
  nChanged 26
		SP:Iteration 32Q (36657.110000 sec): 3 clusters
  Score: Raw -6167177.873710 + Penalty 12305.693929 = -6154872.179781
  nChanged 17
		SP:Iteration 33Q (36657.250000 sec): 3 clusters
  Score: Raw -6167184.916887 + Penalty 12305.693929 = -6154879.222958
  nChanged 12
		SP:Iteration 34Q (36657.400000 sec): 3 clusters
  Score: Raw -6167190.781393 + Penalty 12305.693929 = -6154885.087464
  nChanged 11
		SP:Iteration 35Q (36657.540000 sec): 3 clusters
  Score: Raw -6167195.763622 + Penalty 12305.693929 = -6154890.069693
  nChanged 18
		SP:Iteration 36Q (36657.690000 sec): 3 clusters
  Score: Raw -6167204.003788 + Penalty 12305.693929 = -6154898.309859
  nChanged 14
		SP:Iteration 37Q (36657.840000 sec): 3 clusters
  Score: Raw -6167209.350242 + Penalty 12305.693929 = -6154903.656313
  nChanged 11
		SP:Iteration 38Q (36657.980000 sec): 3 clusters
  Score: Raw -6167214.733563 + Penalty 12305.693929 = -6154909.039635
  nChanged 12
		SP:Iteration 39Q (36658.120000 sec): 3 clusters
  Score: Raw -6167220.275192 + Penalty 12305.693929 = -6154914.581264
  nChanged 8
		SP:Iteration 40F (36658.300000 sec): 3 clusters
  Score: Raw -6167223.845634 + Penalty 12305.693929 = -6154918.151706
  nChanged 3
		SP:Iteration 41Q (36658.450000 sec): 3 clusters
  Score: Raw -6167225.964185 + Penalty 12305.693929 = -6154920.270257
  nChanged 6
		SP:Iteration 42Q (36658.590000 sec): 3 clusters
  Score: Raw -6167228.488288 + Penalty 12305.693929 = -6154922.794360
  nChanged 7
		SP:Iteration 43Q (36658.740000 sec): 3 clusters
  Score: Raw -6167231.148923 + Penalty 12305.693929 = -6154925.454994
  nChanged 5
		SP:Iteration 44Q (36658.880000 sec): 3 clusters
  Score: Raw -6167234.071773 + Penalty 12305.693929 = -6154928.377845
  nChanged 3
		SP:Iteration 45Q (36659.030000 sec): 3 clusters
  Score: Raw -6167235.347276 + Penalty 12305.693929 = -6154929.653347
  nChanged 0
		SP:Iteration 46F (36659.200000 sec): 3 clusters
  Score: Raw -6167235.347276 + Penalty 12305.693929 = -6154929.653347
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36659.340000 sec): 2 clusters
  Score: Raw -5273512.761540 + Penalty 6073.676374 = -5267439.085166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36659.490000 sec): 3 clusters
  Score: Raw -5262810.577519 + Penalty 12147.352748 = -5250663.224771
  nChanged 8285
		SP:Iteration 1F (36659.640000 sec): 3 clusters
  Score: Raw -5267176.144143 + Penalty 12147.352748 = -5255028.791395
  nChanged 1274
		SP:Iteration 2F (36659.800000 sec): 3 clusters
  Score: Raw -5267740.959499 + Penalty 12147.352748 = -5255593.606751
  nChanged 884
		SP:Iteration 3Q (36659.950000 sec): 3 clusters
  Score: Raw -5268115.943103 + Penalty 12147.352748 = -5255968.590355
  nChanged 766
		SP:Iteration 4Q (36660.110000 sec): 3 clusters
  Score: Raw -5268429.886765 + Penalty 12147.352748 = -5256282.534017
  nChanged 618
		SP:Iteration 5Q (36660.260000 sec): 3 clusters
  Score: Raw -5268676.538626 + Penalty 12147.352748 = -5256529.185878
  nChanged 576
		SP:Iteration 6Q (36660.420000 sec): 3 clusters
  Score: Raw -5268906.905391 + Penalty 12147.352748 = -5256759.552643
  nChanged 496
		SP:Iteration 7Q (36660.570000 sec): 3 clusters
  Score: Raw -5269080.877326 + Penalty 12147.352748 = -5256933.524578
  nChanged 448
		SP:Iteration 8Q (36660.730000 sec): 3 clusters
  Score: Raw -5269237.183310 + Penalty 12147.352748 = -5257089.830562
  nChanged 390
		SP:Iteration 9Q (36660.880000 sec): 3 clusters
  Score: Raw -5269359.440652 + Penalty 12147.352748 = -5257212.087904
  nChanged 371
		SP:Iteration 10Q (36661.040000 sec): 3 clusters
  Score: Raw -5269472.720015 + Penalty 12147.352748 = -5257325.367267
  nChanged 343
		SP:Iteration 11Q (36661.190000 sec): 3 clusters
  Score: Raw -5269583.277341 + Penalty 12147.352748 = -5257435.924593
  nChanged 314
		SP:Iteration 12Q (36661.340000 sec): 3 clusters
  Score: Raw -5269670.182443 + Penalty 12147.352748 = -5257522.829695
  nChanged 252
		SP:Iteration 13Q (36661.500000 sec): 3 clusters
  Score: Raw -5269739.768111 + Penalty 12147.352748 = -5257592.415363
  nChanged 223
		SP:Iteration 14Q (36661.650000 sec): 3 clusters
  Score: Raw -5269802.540501 + Penalty 12147.352748 = -5257655.187753
  nChanged 218
		SP:Iteration 15Q (36661.800000 sec): 3 clusters
  Score: Raw -5269865.803570 + Penalty 12147.352748 = -5257718.450822
  nChanged 202
		SP:Iteration 16Q (36661.960000 sec): 3 clusters
  Score: Raw -5269918.085903 + Penalty 12147.352748 = -5257770.733155
  nChanged 204
		SP:Iteration 17Q (36662.110000 sec): 3 clusters
  Score: Raw -5269967.323303 + Penalty 12147.352748 = -5257819.970555
  nChanged 176
		SP:Iteration 18Q (36662.260000 sec): 3 clusters
  Score: Raw -5270015.637774 + Penalty 12147.352748 = -5257868.285026
  nChanged 187
		SP:Iteration 19Q (36662.420000 sec): 3 clusters
  Score: Raw -5270066.431878 + Penalty 12147.352748 = -5257919.079130
  nChanged 206
		SP:Iteration 20F (36662.570000 sec): 3 clusters
  Score: Raw -5270126.063945 + Penalty 12147.352748 = -5257978.711197
  nChanged 216
		SP:Iteration 21Q (36662.720000 sec): 3 clusters
  Score: Raw -5270191.668377 + Penalty 12147.352748 = -5258044.315629
  nChanged 245
		SP:Iteration 22Q (36662.880000 sec): 3 clusters
  Score: Raw -5270261.485333 + Penalty 12147.352748 = -5258114.132585
  nChanged 228
		SP:Iteration 23Q (36663.030000 sec): 3 clusters
  Score: Raw -5270328.058786 + Penalty 12147.352748 = -5258180.706038
  nChanged 233
		SP:Iteration 24Q (36663.180000 sec): 3 clusters
  Score: Raw -5270400.164680 + Penalty 12147.352748 = -5258252.811932
  nChanged 267
		SP:Iteration 25Q (36663.340000 sec): 3 clusters
  Score: Raw -5270488.171747 + Penalty 12147.352748 = -5258340.818998
  nChanged 296
		SP:Iteration 26Q (36663.490000 sec): 3 clusters
  Score: Raw -5270588.237075 + Penalty 12147.352748 = -5258440.884327
  nChanged 335
		SP:Iteration 27Q (36663.640000 sec): 3 clusters
  Score: Raw -5270708.018120 + Penalty 12147.352748 = -5258560.665372
  nChanged 394
		SP:Iteration 28Q (36663.790000 sec): 3 clusters
  Score: Raw -5270869.576114 + Penalty 12147.352748 = -5258722.223366
  nChanged 453
		SP:Iteration 29Q (36663.940000 sec): 3 clusters
  Score: Raw -5271080.239305 + Penalty 12147.352748 = -5258932.886557
  nChanged 536
		SP:Iteration 30Q (36664.100000 sec): 3 clusters
  Score: Raw -5271356.920046 + Penalty 12147.352748 = -5259209.567298
  nChanged 595
		SP:Iteration 31Q (36664.250000 sec): 3 clusters
  Score: Raw -5271697.453919 + Penalty 12147.352748 = -5259550.101171
  nChanged 638
		SP:Iteration 32Q (36664.400000 sec): 3 clusters
  Score: Raw -5272105.972641 + Penalty 12147.352748 = -5259958.619893
  nChanged 637
		SP:Iteration 33Q (36664.540000 sec): 3 clusters
  Score: Raw -5272555.799878 + Penalty 12147.352748 = -5260408.447130
  nChanged 621
		SP:Iteration 34Q (36664.700000 sec): 3 clusters
  Score: Raw -5273032.108696 + Penalty 12147.352748 = -5260884.755948
  nChanged 559
		SP:Iteration 35Q (36664.840000 sec): 3 clusters
  Score: Raw -5273481.011323 + Penalty 12147.352748 = -5261333.658575
  nChanged 431
		SP:Iteration 36Q (36664.980000 sec): 3 clusters
  Score: Raw -5273840.454535 + Penalty 12147.352748 = -5261693.101787
  nChanged 336
		SP:Iteration 37Q (36665.120000 sec): 3 clusters
  Score: Raw -5274160.253296 + Penalty 12147.352748 = -5262012.900548
  nChanged 260
		SP:Iteration 38Q (36665.260000 sec): 3 clusters
  Score: Raw -5274403.913831 + Penalty 12147.352748 = -5262256.561083
  nChanged 185
		SP:Iteration 39Q (36665.400000 sec): 3 clusters
  Score: Raw -5274579.899452 + Penalty 12147.352748 = -5262432.546704
  nChanged 140
		SP:Iteration 40F (36665.550000 sec): 3 clusters
  Score: Raw -5274721.178237 + Penalty 12147.352748 = -5262573.825489
  nChanged 94
		SP:Iteration 41Q (36665.680000 sec): 3 clusters
  Score: Raw -5274814.421735 + Penalty 12147.352748 = -5262667.068986
  nChanged 58
		SP:Iteration 42Q (36665.810000 sec): 3 clusters
  Score: Raw -5274871.853865 + Penalty 12147.352748 = -5262724.501117
  nChanged 40
		SP:Iteration 43Q (36665.930000 sec): 3 clusters
  Score: Raw -5274913.246275 + Penalty 12147.352748 = -5262765.893527
  nChanged 25
		SP:Iteration 44Q (36666.060000 sec): 3 clusters
  Score: Raw -5274937.375512 + Penalty 12147.352748 = -5262790.022764
  nChanged 16
		SP:Iteration 45Q (36666.180000 sec): 3 clusters
  Score: Raw -5274954.922504 + Penalty 12147.352748 = -5262807.569756
  nChanged 10
		SP:Iteration 46Q (36666.310000 sec): 3 clusters
  Score: Raw -5274966.486742 + Penalty 12147.352748 = -5262819.133994
  nChanged 7
		SP:Iteration 47Q (36666.430000 sec): 3 clusters
  Score: Raw -5274976.889956 + Penalty 12147.352748 = -5262829.537208
  nChanged 14
		SP:Iteration 48Q (36666.550000 sec): 3 clusters
  Score: Raw -5274990.349095 + Penalty 12147.352748 = -5262842.996347
  nChanged 8
		SP:Iteration 49Q (36666.670000 sec): 3 clusters
  Score: Raw -5274999.024053 + Penalty 12147.352748 = -5262851.671305
  nChanged 10
		SP:Iteration 50Q (36666.790000 sec): 3 clusters
  Score: Raw -5275008.630797 + Penalty 12147.352748 = -5262861.278049
  nChanged 6
		SP:Iteration 51Q (36666.910000 sec): 3 clusters
  Score: Raw -5275015.869524 + Penalty 12147.352748 = -5262868.516776
  nChanged 6
		SP:Iteration 52Q (36667.030000 sec): 3 clusters
  Score: Raw -5275022.076365 + Penalty 12147.352748 = -5262874.723617
  nChanged 2
		SP:Iteration 53Q (36667.160000 sec): 3 clusters
  Score: Raw -5275025.620772 + Penalty 12147.352748 = -5262878.268024
  nChanged 3
		SP:Iteration 54Q (36667.280000 sec): 3 clusters
  Score: Raw -5275028.465181 + Penalty 12147.352748 = -5262881.112433
  nChanged 6
		SP:Iteration 55Q (36667.400000 sec): 3 clusters
  Score: Raw -5275033.970128 + Penalty 12147.352748 = -5262886.617380
  nChanged 3
		SP:Iteration 56Q (36667.520000 sec): 3 clusters
  Score: Raw -5275036.681226 + Penalty 12147.352748 = -5262889.328478
  nChanged 0
		SP:Iteration 57F (36667.670000 sec): 3 clusters
  Score: Raw -5275036.681226 + Penalty 12147.352748 = -5262889.328478
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36667.690000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36667.690000 sec): 3 clusters
  Score: Raw -66786.991841 + Penalty 6825.888689 = -59961.103151
  nChanged 4
		SP:Iteration 1Q (36667.690000 sec): 3 clusters
  Score: Raw -66814.734451 + Penalty 6825.888689 = -59988.845761
  nChanged 1
		SP:Iteration 2Q (36667.700000 sec): 3 clusters
  Score: Raw -66821.484626 + Penalty 6825.888689 = -59995.595937
  nChanged 0
		SP:Iteration 3F (36667.700000 sec): 3 clusters
  Score: Raw -66821.484626 + Penalty 6825.888689 = -59995.595937
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (22609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36667.860000 sec): 2 clusters
  Score: Raw -5988864.599769 + Penalty 6140.988293 = -5982723.611476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36668.030000 sec): 3 clusters
  Score: Raw -5976985.884148 + Penalty 12281.976587 = -5964703.907561
  nChanged 9260
		SP:Iteration 1F (36668.200000 sec): 3 clusters
  Score: Raw -5981847.421558 + Penalty 12281.976587 = -5969565.444972
  nChanged 1504
		SP:Iteration 2F (36668.370000 sec): 3 clusters
  Score: Raw -5982495.495756 + Penalty 12281.976587 = -5970213.519169
  nChanged 1045
		SP:Iteration 3Q (36668.550000 sec): 3 clusters
  Score: Raw -5982929.106082 + Penalty 12281.976587 = -5970647.129496
  nChanged 889
		SP:Iteration 4Q (36668.720000 sec): 3 clusters
  Score: Raw -5983308.180165 + Penalty 12281.976587 = -5971026.203578
  nChanged 770
		SP:Iteration 5Q (36668.890000 sec): 3 clusters
  Score: Raw -5983652.912370 + Penalty 12281.976587 = -5971370.935783
  nChanged 727
		SP:Iteration 6Q (36669.070000 sec): 3 clusters
  Score: Raw -5984001.557968 + Penalty 12281.976587 = -5971719.581382
  nChanged 838
		SP:Iteration 7Q (36669.240000 sec): 3 clusters
  Score: Raw -5984424.656542 + Penalty 12281.976587 = -5972142.679956
  nChanged 853
		SP:Iteration 8Q (36669.410000 sec): 3 clusters
  Score: Raw -5984920.019937 + Penalty 12281.976587 = -5972638.043350
  nChanged 882
		SP:Iteration 9Q (36669.580000 sec): 3 clusters
  Score: Raw -5985454.822604 + Penalty 12281.976587 = -5973172.846017
  nChanged 983
		SP:Iteration 10Q (36669.750000 sec): 3 clusters
  Score: Raw -5986033.825412 + Penalty 12281.976587 = -5973751.848825
  nChanged 975
		SP:Iteration 11Q (36669.930000 sec): 3 clusters
  Score: Raw -5986587.192451 + Penalty 12281.976587 = -5974305.215865
  nChanged 854
		SP:Iteration 12Q (36670.100000 sec): 3 clusters
  Score: Raw -5987044.928925 + Penalty 12281.976587 = -5974762.952338
  nChanged 736
		SP:Iteration 13Q (36670.270000 sec): 3 clusters
  Score: Raw -5987388.705125 + Penalty 12281.976587 = -5975106.728538
  nChanged 607
		SP:Iteration 14Q (36670.440000 sec): 3 clusters
  Score: Raw -5987653.921708 + Penalty 12281.976587 = -5975371.945121
  nChanged 523
		SP:Iteration 15Q (36670.610000 sec): 3 clusters
  Score: Raw -5987868.885201 + Penalty 12281.976587 = -5975586.908614
  nChanged 435
		SP:Iteration 16Q (36670.780000 sec): 3 clusters
  Score: Raw -5988044.731135 + Penalty 12281.976587 = -5975762.754548
  nChanged 376
		SP:Iteration 17Q (36670.950000 sec): 3 clusters
  Score: Raw -5988173.528689 + Penalty 12281.976587 = -5975891.552102
  nChanged 311
		SP:Iteration 18Q (36671.120000 sec): 3 clusters
  Score: Raw -5988286.121232 + Penalty 12281.976587 = -5976004.144645
  nChanged 298
		SP:Iteration 19Q (36671.290000 sec): 3 clusters
  Score: Raw -5988386.565443 + Penalty 12281.976587 = -5976104.588857
  nChanged 283
		SP:Iteration 20F (36671.450000 sec): 3 clusters
  Score: Raw -5988476.346637 + Penalty 12281.976587 = -5976194.370051
  nChanged 234
		SP:Iteration 21Q (36671.620000 sec): 3 clusters
  Score: Raw -5988548.893471 + Penalty 12281.976587 = -5976266.916884
  nChanged 193
		SP:Iteration 22Q (36671.790000 sec): 3 clusters
  Score: Raw -5988603.990339 + Penalty 12281.976587 = -5976322.013753
  nChanged 167
		SP:Iteration 23Q (36671.960000 sec): 3 clusters
  Score: Raw -5988655.541990 + Penalty 12281.976587 = -5976373.565404
  nChanged 156
		SP:Iteration 24Q (36672.130000 sec): 3 clusters
  Score: Raw -5988699.234364 + Penalty 12281.976587 = -5976417.257777
  nChanged 139
		SP:Iteration 25Q (36672.290000 sec): 3 clusters
  Score: Raw -5988739.637567 + Penalty 12281.976587 = -5976457.660980
  nChanged 140
		SP:Iteration 26Q (36672.460000 sec): 3 clusters
  Score: Raw -5988780.590811 + Penalty 12281.976587 = -5976498.614225
  nChanged 140
		SP:Iteration 27Q (36672.630000 sec): 3 clusters
  Score: Raw -5988817.729290 + Penalty 12281.976587 = -5976535.752703
  nChanged 111
		SP:Iteration 28Q (36672.800000 sec): 3 clusters
  Score: Raw -5988847.007050 + Penalty 12281.976587 = -5976565.030463
  nChanged 111
		SP:Iteration 29Q (36672.970000 sec): 3 clusters
  Score: Raw -5988877.460209 + Penalty 12281.976587 = -5976595.483622
  nChanged 115
		SP:Iteration 30Q (36673.130000 sec): 3 clusters
  Score: Raw -5988910.741337 + Penalty 12281.976587 = -5976628.764750
  nChanged 115
		SP:Iteration 31Q (36673.300000 sec): 3 clusters
  Score: Raw -5988944.829284 + Penalty 12281.976587 = -5976662.852698
  nChanged 112
		SP:Iteration 32Q (36673.460000 sec): 3 clusters
  Score: Raw -5988976.872880 + Penalty 12281.976587 = -5976694.896293
  nChanged 107
		SP:Iteration 33Q (36673.630000 sec): 3 clusters
  Score: Raw -5989008.417949 + Penalty 12281.976587 = -5976726.441363
  nChanged 104
		SP:Iteration 34Q (36673.790000 sec): 3 clusters
  Score: Raw -5989038.705611 + Penalty 12281.976587 = -5976756.729025
  nChanged 98
		SP:Iteration 35Q (36673.960000 sec): 3 clusters
  Score: Raw -5989065.497679 + Penalty 12281.976587 = -5976783.521092
  nChanged 87
		SP:Iteration 36Q (36674.130000 sec): 3 clusters
  Score: Raw -5989088.712261 + Penalty 12281.976587 = -5976806.735674
  nChanged 80
		SP:Iteration 37Q (36674.290000 sec): 3 clusters
  Score: Raw -5989109.486033 + Penalty 12281.976587 = -5976827.509447
  nChanged 73
		SP:Iteration 38Q (36674.460000 sec): 3 clusters
  Score: Raw -5989130.721653 + Penalty 12281.976587 = -5976848.745067
  nChanged 83
		SP:Iteration 39Q (36674.620000 sec): 3 clusters
  Score: Raw -5989155.846032 + Penalty 12281.976587 = -5976873.869445
  nChanged 81
		SP:Iteration 40F (36674.790000 sec): 3 clusters
  Score: Raw -5989178.032926 + Penalty 12281.976587 = -5976896.056339
  nChanged 66
		SP:Iteration 41Q (36674.960000 sec): 3 clusters
  Score: Raw -5989200.399212 + Penalty 12281.976587 = -5976918.422625
  nChanged 73
		SP:Iteration 42Q (36675.120000 sec): 3 clusters
  Score: Raw -5989223.811077 + Penalty 12281.976587 = -5976941.834490
  nChanged 80
		SP:Iteration 43Q (36675.290000 sec): 3 clusters
  Score: Raw -5989248.370604 + Penalty 12281.976587 = -5976966.394017
  nChanged 70
		SP:Iteration 44Q (36675.450000 sec): 3 clusters
  Score: Raw -5989271.293514 + Penalty 12281.976587 = -5976989.316927
  nChanged 82
		SP:Iteration 45Q (36675.610000 sec): 3 clusters
  Score: Raw -5989293.729770 + Penalty 12281.976587 = -5977011.753183
  nChanged 70
		SP:Iteration 46Q (36675.780000 sec): 3 clusters
  Score: Raw -5989316.296633 + Penalty 12281.976587 = -5977034.320046
  nChanged 61
		SP:Iteration 47Q (36675.940000 sec): 3 clusters
  Score: Raw -5989335.605610 + Penalty 12281.976587 = -5977053.629023
  nChanged 66
		SP:Iteration 48Q (36676.100000 sec): 3 clusters
  Score: Raw -5989357.607984 + Penalty 12281.976587 = -5977075.631397
  nChanged 64
		SP:Iteration 49Q (36676.270000 sec): 3 clusters
  Score: Raw -5989378.929909 + Penalty 12281.976587 = -5977096.953323
  nChanged 74
		SP:Iteration 50Q (36676.430000 sec): 3 clusters
  Score: Raw -5989403.903138 + Penalty 12281.976587 = -5977121.926552
  nChanged 74
		SP:Iteration 51Q (36676.590000 sec): 3 clusters
  Score: Raw -5989428.189788 + Penalty 12281.976587 = -5977146.213201
  nChanged 75
		SP:Iteration 52Q (36676.750000 sec): 3 clusters
  Score: Raw -5989456.923807 + Penalty 12281.976587 = -5977174.947220
  nChanged 89
		SP:Iteration 53Q (36676.910000 sec): 3 clusters
  Score: Raw -5989494.067461 + Penalty 12281.976587 = -5977212.090874
  nChanged 92
		SP:Iteration 54Q (36677.070000 sec): 3 clusters
  Score: Raw -5989527.682645 + Penalty 12281.976587 = -5977245.706058
  nChanged 83
		SP:Iteration 55Q (36677.230000 sec): 3 clusters
  Score: Raw -5989556.406658 + Penalty 12281.976587 = -5977274.430071
  nChanged 72
		SP:Iteration 56Q (36677.390000 sec): 3 clusters
  Score: Raw -5989578.674992 + Penalty 12281.976587 = -5977296.698406
  nChanged 64
		SP:Iteration 57Q (36677.550000 sec): 3 clusters
  Score: Raw -5989597.567636 + Penalty 12281.976587 = -5977315.591050
  nChanged 51
		SP:Iteration 58Q (36677.710000 sec): 3 clusters
  Score: Raw -5989614.597353 + Penalty 12281.976587 = -5977332.620767
  nChanged 53
		SP:Iteration 59Q (36677.870000 sec): 3 clusters
  Score: Raw -5989631.715122 + Penalty 12281.976587 = -5977349.738536
  nChanged 50
		SP:Iteration 60F (36678.040000 sec): 3 clusters
  Score: Raw -5989648.111758 + Penalty 12281.976587 = -5977366.135171
  nChanged 49
		SP:Iteration 61Q (36678.190000 sec): 3 clusters
  Score: Raw -5989664.973202 + Penalty 12281.976587 = -5977382.996615
  nChanged 51
		SP:Iteration 62Q (36678.350000 sec): 3 clusters
  Score: Raw -5989682.277362 + Penalty 12281.976587 = -5977400.300775
  nChanged 46
		SP:Iteration 63Q (36678.510000 sec): 3 clusters
  Score: Raw -5989698.312875 + Penalty 12281.976587 = -5977416.336289
  nChanged 37
		SP:Iteration 64Q (36678.670000 sec): 3 clusters
  Score: Raw -5989709.030595 + Penalty 12281.976587 = -5977427.054009
  nChanged 38
		SP:Iteration 65Q (36678.820000 sec): 3 clusters
  Score: Raw -5989720.721117 + Penalty 12281.976587 = -5977438.744530
  nChanged 34
		SP:Iteration 66Q (36678.970000 sec): 3 clusters
  Score: Raw -5989733.270816 + Penalty 12281.976587 = -5977451.294230
  nChanged 31
		SP:Iteration 67Q (36679.130000 sec): 3 clusters
  Score: Raw -5989743.375905 + Penalty 12281.976587 = -5977461.399319
  nChanged 25
		SP:Iteration 68Q (36679.290000 sec): 3 clusters
  Score: Raw -5989751.379398 + Penalty 12281.976587 = -5977469.402811
  nChanged 22
		SP:Iteration 69Q (36679.440000 sec): 3 clusters
  Score: Raw -5989759.730059 + Penalty 12281.976587 = -5977477.753472
  nChanged 29
		SP:Iteration 70Q (36679.600000 sec): 3 clusters
  Score: Raw -5989769.513721 + Penalty 12281.976587 = -5977487.537135
  nChanged 30
		SP:Iteration 71Q (36679.750000 sec): 3 clusters
  Score: Raw -5989777.576741 + Penalty 12281.976587 = -5977495.600155
  nChanged 19
		SP:Iteration 72Q (36679.910000 sec): 3 clusters
  Score: Raw -5989783.950845 + Penalty 12281.976587 = -5977501.974258
  nChanged 21
		SP:Iteration 73Q (36680.060000 sec): 3 clusters
  Score: Raw -5989790.119996 + Penalty 12281.976587 = -5977508.143410
  nChanged 19
		SP:Iteration 74Q (36680.220000 sec): 3 clusters
  Score: Raw -5989796.581334 + Penalty 12281.976587 = -5977514.604748
  nChanged 21
		SP:Iteration 75Q (36680.370000 sec): 3 clusters
  Score: Raw -5989803.129713 + Penalty 12281.976587 = -5977521.153126
  nChanged 21
		SP:Iteration 76Q (36680.530000 sec): 3 clusters
  Score: Raw -5989810.143697 + Penalty 12281.976587 = -5977528.167111
  nChanged 27
		SP:Iteration 77Q (36680.680000 sec): 3 clusters
  Score: Raw -5989817.760014 + Penalty 12281.976587 = -5977535.783427
  nChanged 23
		SP:Iteration 78Q (36680.830000 sec): 3 clusters
  Score: Raw -5989825.017289 + Penalty 12281.976587 = -5977543.040702
  nChanged 21
		SP:Iteration 79Q (36680.990000 sec): 3 clusters
  Score: Raw -5989830.735102 + Penalty 12281.976587 = -5977548.758515
  nChanged 25
		SP:Iteration 80F (36681.160000 sec): 3 clusters
  Score: Raw -5989838.751997 + Penalty 12281.976587 = -5977556.775410
  nChanged 31
		SP:Iteration 81Q (36681.310000 sec): 3 clusters
  Score: Raw -5989848.827014 + Penalty 12281.976587 = -5977566.850427
  nChanged 27
		SP:Iteration 82Q (36681.470000 sec): 3 clusters
  Score: Raw -5989856.910502 + Penalty 12281.976587 = -5977574.933915
  nChanged 23
		SP:Iteration 83Q (36681.620000 sec): 3 clusters
  Score: Raw -5989862.953192 + Penalty 12281.976587 = -5977580.976605
  nChanged 19
		SP:Iteration 84Q (36681.770000 sec): 3 clusters
  Score: Raw -5989868.613740 + Penalty 12281.976587 = -5977586.637153
  nChanged 19
		SP:Iteration 85Q (36681.930000 sec): 3 clusters
  Score: Raw -5989874.147993 + Penalty 12281.976587 = -5977592.171406
  nChanged 15
		SP:Iteration 86Q (36682.080000 sec): 3 clusters
  Score: Raw -5989879.747973 + Penalty 12281.976587 = -5977597.771386
  nChanged 19
		SP:Iteration 87Q (36682.230000 sec): 3 clusters
  Score: Raw -5989885.922813 + Penalty 12281.976587 = -5977603.946226
  nChanged 15
		SP:Iteration 88Q (36682.380000 sec): 3 clusters
  Score: Raw -5989890.365490 + Penalty 12281.976587 = -5977608.388904
  nChanged 14
		SP:Iteration 89Q (36682.530000 sec): 3 clusters
  Score: Raw -5989894.819918 + Penalty 12281.976587 = -5977612.843331
  nChanged 12
		SP:Iteration 90Q (36682.690000 sec): 3 clusters
  Score: Raw -5989899.467727 + Penalty 12281.976587 = -5977617.491140
  nChanged 21
		SP:Iteration 91Q (36682.840000 sec): 3 clusters
  Score: Raw -5989904.949623 + Penalty 12281.976587 = -5977622.973037
  nChanged 10
		SP:Iteration 92Q (36682.990000 sec): 3 clusters
  Score: Raw -5989908.546551 + Penalty 12281.976587 = -5977626.569964
  nChanged 13
		SP:Iteration 93Q (36683.140000 sec): 3 clusters
  Score: Raw -5989913.231073 + Penalty 12281.976587 = -5977631.254486
  nChanged 16
		SP:Iteration 94Q (36683.290000 sec): 3 clusters
  Score: Raw -5989919.394758 + Penalty 12281.976587 = -5977637.418171
  nChanged 22
		SP:Iteration 95Q (36683.450000 sec): 3 clusters
  Score: Raw -5989928.352091 + Penalty 12281.976587 = -5977646.375504
  nChanged 27
		SP:Iteration 96Q (36683.600000 sec): 3 clusters
  Score: Raw -5989937.353281 + Penalty 12281.976587 = -5977655.376694
  nChanged 27
		SP:Iteration 97Q (36683.750000 sec): 3 clusters
  Score: Raw -5989946.660656 + Penalty 12281.976587 = -5977664.684069
  nChanged 22
		SP:Iteration 98Q (36683.900000 sec): 3 clusters
  Score: Raw -5989953.344160 + Penalty 12281.976587 = -5977671.367574
  nChanged 23
		SP:Iteration 99Q (36684.050000 sec): 3 clusters
  Score: Raw -5989960.530585 + Penalty 12281.976587 = -5977678.553998
  nChanged 20
		SP:Iteration 100F (36684.220000 sec): 3 clusters
  Score: Raw -5989966.409912 + Penalty 12281.976587 = -5977684.433325
  nChanged 16
		SP:Iteration 101Q (36684.370000 sec): 3 clusters
  Score: Raw -5989972.000196 + Penalty 12281.976587 = -5977690.023609
  nChanged 13
		SP:Iteration 102Q (36684.520000 sec): 3 clusters
  Score: Raw -5989975.247154 + Penalty 12281.976587 = -5977693.270568
  nChanged 12
		SP:Iteration 103Q (36684.670000 sec): 3 clusters
  Score: Raw -5989978.549979 + Penalty 12281.976587 = -5977696.573393
  nChanged 9
		SP:Iteration 104Q (36684.830000 sec): 3 clusters
  Score: Raw -5989981.761135 + Penalty 12281.976587 = -5977699.784548
  nChanged 16
		SP:Iteration 105Q (36684.970000 sec): 3 clusters
  Score: Raw -5989987.123366 + Penalty 12281.976587 = -5977705.146779
  nChanged 12
		SP:Iteration 106Q (36685.130000 sec): 3 clusters
  Score: Raw -5989990.942040 + Penalty 12281.976587 = -5977708.965453
  nChanged 7
		SP:Iteration 107Q (36685.270000 sec): 3 clusters
  Score: Raw -5989992.604050 + Penalty 12281.976587 = -5977710.627463
  nChanged 6
		SP:Iteration 108Q (36685.430000 sec): 3 clusters
  Score: Raw -5989994.294406 + Penalty 12281.976587 = -5977712.317819
  nChanged 7
		SP:Iteration 109Q (36685.570000 sec): 3 clusters
  Score: Raw -5989996.664388 + Penalty 12281.976587 = -5977714.687801
  nChanged 8
		SP:Iteration 110Q (36685.730000 sec): 3 clusters
  Score: Raw -5989999.153494 + Penalty 12281.976587 = -5977717.176908
  nChanged 8
		SP:Iteration 111Q (36685.870000 sec): 3 clusters
  Score: Raw -5990002.164763 + Penalty 12281.976587 = -5977720.188176
  nChanged 6
		SP:Iteration 112Q (36686.020000 sec): 3 clusters
  Score: Raw -5990003.950371 + Penalty 12281.976587 = -5977721.973785
  nChanged 5
		SP:Iteration 113Q (36686.170000 sec): 3 clusters
  Score: Raw -5990005.894816 + Penalty 12281.976587 = -5977723.918229
  nChanged 5
		SP:Iteration 114Q (36686.320000 sec): 3 clusters
  Score: Raw -5990007.660693 + Penalty 12281.976587 = -5977725.684106
  nChanged 5
		SP:Iteration 115Q (36686.470000 sec): 3 clusters
  Score: Raw -5990009.514080 + Penalty 12281.976587 = -5977727.537493
  nChanged 7
		SP:Iteration 116Q (36686.620000 sec): 3 clusters
  Score: Raw -5990011.281602 + Penalty 12281.976587 = -5977729.305015
  nChanged 2
		SP:Iteration 117Q (36686.770000 sec): 3 clusters
  Score: Raw -5990011.870638 + Penalty 12281.976587 = -5977729.894052
  nChanged 3
		SP:Iteration 118Q (36686.920000 sec): 3 clusters
  Score: Raw -5990012.514546 + Penalty 12281.976587 = -5977730.537959
  nChanged 1
		SP:Iteration 119Q (36687.070000 sec): 3 clusters
  Score: Raw -5990012.879410 + Penalty 12281.976587 = -5977730.902823
  nChanged 1
		SP:Iteration 120F (36687.240000 sec): 3 clusters
  Score: Raw -5990013.100848 + Penalty 12281.976587 = -5977731.124261
  nChanged 2
		SP:Iteration 121Q (36687.390000 sec): 3 clusters
  Score: Raw -5990013.535773 + Penalty 12281.976587 = -5977731.559186
  nChanged 1
		SP:Iteration 122Q (36687.540000 sec): 3 clusters
  Score: Raw -5990013.787184 + Penalty 12281.976587 = -5977731.810597
  nChanged 0
		SP:Iteration 123F (36687.710000 sec): 3 clusters
  Score: Raw -5990013.787184 + Penalty 12281.976587 = -5977731.810597
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (422681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36690.540000 sec): 2 clusters
  Score: Raw -112016001.247435 + Penalty 7934.553485 = -112008066.693950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36693.810000 sec): 3 clusters
  Score: Raw -111740183.015093 + Penalty 15869.106970 = -111724313.908123
  nChanged 202715
		SP:Iteration 1F (36697.070000 sec): 3 clusters
  Score: Raw -111857703.296351 + Penalty 15869.106970 = -111841834.189381
  nChanged 10083
		SP:Iteration 2Q (36700.350000 sec): 3 clusters
  Score: Raw -111859432.463750 + Penalty 15869.106970 = -111843563.356781
  nChanged 10600
		SP:Iteration 3Q (36703.630000 sec): 3 clusters
  Score: Raw -111861505.835395 + Penalty 15869.106970 = -111845636.728425
  nChanged 12020
		SP:Iteration 4Q (36706.910000 sec): 3 clusters
  Score: Raw -111864559.164688 + Penalty 15869.106970 = -111848690.057719
  nChanged 15626
		SP:Iteration 5Q (36710.180000 sec): 3 clusters
  Score: Raw -111870045.147800 + Penalty 15869.106970 = -111854176.040830
  nChanged 21934
		SP:Iteration 6F (36713.440000 sec): 3 clusters
  Score: Raw -111880915.849295 + Penalty 15869.106970 = -111865046.742326
  nChanged 30987
		SP:Iteration 7F (36716.690000 sec): 3 clusters
  Score: Raw -111902012.404963 + Penalty 15869.106970 = -111886143.297993
  nChanged 39094
		SP:Iteration 8F (36719.940000 sec): 3 clusters
  Score: Raw -111936140.247885 + Penalty 15869.106970 = -111920271.140915
  nChanged 39003
		SP:Iteration 9F (36723.170000 sec): 3 clusters
  Score: Raw -111975068.562678 + Penalty 15869.106970 = -111959199.455708
  nChanged 26267
		SP:Iteration 10F (36726.390000 sec): 3 clusters
  Score: Raw -112001462.940929 + Penalty 15869.106970 = -111985593.833959
  nChanged 11268
		SP:Iteration 11Q (36729.400000 sec): 3 clusters
  Score: Raw -112011997.617087 + Penalty 15869.106970 = -111996128.510118
  nChanged 3481
		SP:Iteration 12Q (36732.020000 sec): 3 clusters
  Score: Raw -112015143.223524 + Penalty 15869.106970 = -111999274.116555
  nChanged 917
		SP:Iteration 13Q (36734.320000 sec): 3 clusters
  Score: Raw -112016040.539897 + Penalty 15869.106970 = -112000171.432927
  nChanged 280
		SP:Iteration 14Q (36736.500000 sec): 3 clusters
  Score: Raw -112016382.138953 + Penalty 15869.106970 = -112000513.031984
  nChanged 144
		SP:Iteration 15Q (36738.640000 sec): 3 clusters
  Score: Raw -112016575.644784 + Penalty 15869.106970 = -112000706.537815
  nChanged 70
		SP:Iteration 16Q (36740.770000 sec): 3 clusters
  Score: Raw -112016668.193244 + Penalty 15869.106970 = -112000799.086274
  nChanged 35
		SP:Iteration 17Q (36742.880000 sec): 3 clusters
  Score: Raw -112016717.259508 + Penalty 15869.106970 = -112000848.152539
  nChanged 23
		SP:Iteration 18Q (36745.000000 sec): 3 clusters
  Score: Raw -112016748.280876 + Penalty 15869.106970 = -112000879.173906
  nChanged 21
		SP:Iteration 19Q (36747.100000 sec): 3 clusters
  Score: Raw -112016783.009392 + Penalty 15869.106970 = -112000913.902423
  nChanged 8
		SP:Iteration 20F (36750.250000 sec): 3 clusters
  Score: Raw -112016796.478323 + Penalty 15869.106970 = -112000927.371353
  nChanged 3
		SP:Iteration 21Q (36752.360000 sec): 3 clusters
  Score: Raw -112016800.493057 + Penalty 15869.106970 = -112000931.386087
  nChanged 5
		SP:Iteration 22Q (36754.470000 sec): 3 clusters
  Score: Raw -112016806.810028 + Penalty 15869.106970 = -112000937.703058
  nChanged 2
		SP:Iteration 23Q (36756.570000 sec): 3 clusters
  Score: Raw -112016809.703058 + Penalty 15869.106970 = -112000940.596088
  nChanged 6
		SP:Iteration 24Q (36758.670000 sec): 3 clusters
  Score: Raw -112016816.132039 + Penalty 15869.106970 = -112000947.025069
  nChanged 4
		SP:Iteration 25Q (36760.770000 sec): 3 clusters
  Score: Raw -112016820.983924 + Penalty 15869.106970 = -112000951.876955
  nChanged 2
		SP:Iteration 26Q (36762.880000 sec): 3 clusters
  Score: Raw -112016823.410938 + Penalty 15869.106970 = -112000954.303968
  nChanged 1
		SP:Iteration 27Q (36764.980000 sec): 3 clusters
  Score: Raw -112016824.980178 + Penalty 15869.106970 = -112000955.873209
  nChanged 1
		SP:Iteration 28Q (36767.080000 sec): 3 clusters
  Score: Raw -112016825.987595 + Penalty 15869.106970 = -112000956.880626
  nChanged 2
		SP:Iteration 29Q (36769.180000 sec): 3 clusters
  Score: Raw -112016828.301524 + Penalty 15869.106970 = -112000959.194554
  nChanged 1
		SP:Iteration 30Q (36771.280000 sec): 3 clusters
  Score: Raw -112016830.442370 + Penalty 15869.106970 = -112000961.335401
  nChanged 0
		SP:Iteration 31F (36774.460000 sec): 3 clusters
  Score: Raw -112016830.442370 + Penalty 15869.106970 = -112000961.335401
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36775.040000 sec): 2 clusters
  Score: Raw -16167710.315482 + Penalty 6747.090230 = -16160963.225251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36775.500000 sec): 3 clusters
  Score: Raw -16131784.231792 + Penalty 13494.180461 = -16118290.051331
  nChanged 27057
		SP:Iteration 1F (36775.960000 sec): 3 clusters
  Score: Raw -16146139.845554 + Penalty 13494.180461 = -16132645.665093
  nChanged 2996
		SP:Iteration 2Q (36776.420000 sec): 3 clusters
  Score: Raw -16147162.846302 + Penalty 13494.180461 = -16133668.665841
  nChanged 2664
		SP:Iteration 3Q (36776.890000 sec): 3 clusters
  Score: Raw -16148092.850789 + Penalty 13494.180461 = -16134598.670328
  nChanged 2590
		SP:Iteration 4Q (36777.350000 sec): 3 clusters
  Score: Raw -16149068.234910 + Penalty 13494.180461 = -16135574.054449
  nChanged 2686
		SP:Iteration 5Q (36777.810000 sec): 3 clusters
  Score: Raw -16150210.012659 + Penalty 13494.180461 = -16136715.832198
  nChanged 2943
		SP:Iteration 6Q (36778.280000 sec): 3 clusters
  Score: Raw -16151708.120308 + Penalty 13494.180461 = -16138213.939847
  nChanged 3379
		SP:Iteration 7F (36778.740000 sec): 3 clusters
  Score: Raw -16153673.989315 + Penalty 13494.180461 = -16140179.808855
  nChanged 3687
		SP:Iteration 8F (36779.190000 sec): 3 clusters
  Score: Raw -16156047.423261 + Penalty 13494.180461 = -16142553.242801
  nChanged 3709
		SP:Iteration 9F (36779.650000 sec): 3 clusters
  Score: Raw -16158592.809145 + Penalty 13494.180461 = -16145098.628684
  nChanged 3427
		SP:Iteration 10F (36780.100000 sec): 3 clusters
  Score: Raw -16160944.725204 + Penalty 13494.180461 = -16147450.544743
  nChanged 2795
		SP:Iteration 11Q (36780.560000 sec): 3 clusters
  Score: Raw -16162834.637517 + Penalty 13494.180461 = -16149340.457056
  nChanged 2189
		SP:Iteration 12Q (36781.020000 sec): 3 clusters
  Score: Raw -16164297.504015 + Penalty 13494.180461 = -16150803.323554
  nChanged 1694
		SP:Iteration 13Q (36781.470000 sec): 3 clusters
  Score: Raw -16165424.290950 + Penalty 13494.180461 = -16151930.110489
  nChanged 1301
		SP:Iteration 14Q (36781.920000 sec): 3 clusters
  Score: Raw -16166327.070357 + Penalty 13494.180461 = -16152832.889896
  nChanged 947
		SP:Iteration 15Q (36782.350000 sec): 3 clusters
  Score: Raw -16167002.458423 + Penalty 13494.180461 = -16153508.277962
  nChanged 677
		SP:Iteration 16Q (36782.780000 sec): 3 clusters
  Score: Raw -16167485.126802 + Penalty 13494.180461 = -16153990.946341
  nChanged 463
		SP:Iteration 17Q (36783.180000 sec): 3 clusters
  Score: Raw -16167795.638659 + Penalty 13494.180461 = -16154301.458198
  nChanged 318
		SP:Iteration 18Q (36783.580000 sec): 3 clusters
  Score: Raw -16168018.890450 + Penalty 13494.180461 = -16154524.709989
  nChanged 227
		SP:Iteration 19Q (36783.960000 sec): 3 clusters
  Score: Raw -16168185.158540 + Penalty 13494.180461 = -16154690.978079
  nChanged 163
		SP:Iteration 20F (36784.410000 sec): 3 clusters
  Score: Raw -16168306.561968 + Penalty 13494.180461 = -16154812.381507
  nChanged 108
		SP:Iteration 21Q (36784.780000 sec): 3 clusters
  Score: Raw -16168389.310961 + Penalty 13494.180461 = -16154895.130500
  nChanged 80
		SP:Iteration 22Q (36785.140000 sec): 3 clusters
  Score: Raw -16168448.687274 + Penalty 13494.180461 = -16154954.506813
  nChanged 61
		SP:Iteration 23Q (36785.500000 sec): 3 clusters
  Score: Raw -16168491.228187 + Penalty 13494.180461 = -16154997.047726
  nChanged 54
		SP:Iteration 24Q (36785.850000 sec): 3 clusters
  Score: Raw -16168528.689959 + Penalty 13494.180461 = -16155034.509498
  nChanged 28
		SP:Iteration 25Q (36786.200000 sec): 3 clusters
  Score: Raw -16168549.807633 + Penalty 13494.180461 = -16155055.627172
  nChanged 24
		SP:Iteration 26Q (36786.560000 sec): 3 clusters
  Score: Raw -16168564.520178 + Penalty 13494.180461 = -16155070.339718
  nChanged 17
		SP:Iteration 27Q (36786.900000 sec): 3 clusters
  Score: Raw -16168576.369312 + Penalty 13494.180461 = -16155082.188851
  nChanged 21
		SP:Iteration 28Q (36787.250000 sec): 3 clusters
  Score: Raw -16168592.516803 + Penalty 13494.180461 = -16155098.336342
  nChanged 16
		SP:Iteration 29Q (36787.600000 sec): 3 clusters
  Score: Raw -16168603.110781 + Penalty 13494.180461 = -16155108.930320
  nChanged 12
		SP:Iteration 30Q (36787.940000 sec): 3 clusters
  Score: Raw -16168612.465595 + Penalty 13494.180461 = -16155118.285134
  nChanged 12
		SP:Iteration 31Q (36788.290000 sec): 3 clusters
  Score: Raw -16168619.887346 + Penalty 13494.180461 = -16155125.706885
  nChanged 14
		SP:Iteration 32Q (36788.630000 sec): 3 clusters
  Score: Raw -16168628.825128 + Penalty 13494.180461 = -16155134.644667
  nChanged 9
		SP:Iteration 33Q (36788.980000 sec): 3 clusters
  Score: Raw -16168634.859469 + Penalty 13494.180461 = -16155140.679008
  nChanged 10
		SP:Iteration 34Q (36789.320000 sec): 3 clusters
  Score: Raw -16168642.473340 + Penalty 13494.180461 = -16155148.292879
  nChanged 7
		SP:Iteration 35Q (36789.660000 sec): 3 clusters
  Score: Raw -16168646.448508 + Penalty 13494.180461 = -16155152.268047
  nChanged 9
		SP:Iteration 36Q (36790.010000 sec): 3 clusters
  Score: Raw -16168655.324279 + Penalty 13494.180461 = -16155161.143818
  nChanged 11
		SP:Iteration 37Q (36790.350000 sec): 3 clusters
  Score: Raw -16168662.830617 + Penalty 13494.180461 = -16155168.650156
  nChanged 15
		SP:Iteration 38Q (36790.690000 sec): 3 clusters
  Score: Raw -16168674.502471 + Penalty 13494.180461 = -16155180.322010
  nChanged 20
		SP:Iteration 39Q (36791.030000 sec): 3 clusters
  Score: Raw -16168690.817376 + Penalty 13494.180461 = -16155196.636915
  nChanged 12
		SP:Iteration 40F (36791.480000 sec): 3 clusters
  Score: Raw -16168699.629244 + Penalty 13494.180461 = -16155205.448783
  nChanged 14
		SP:Iteration 41Q (36791.830000 sec): 3 clusters
  Score: Raw -16168709.200437 + Penalty 13494.180461 = -16155215.019976
  nChanged 5
		SP:Iteration 42Q (36792.170000 sec): 3 clusters
  Score: Raw -16168713.346291 + Penalty 13494.180461 = -16155219.165830
  nChanged 3
		SP:Iteration 43Q (36792.510000 sec): 3 clusters
  Score: Raw -16168715.100053 + Penalty 13494.180461 = -16155220.919592
  nChanged 1
		SP:Iteration 44Q (36792.850000 sec): 3 clusters
  Score: Raw -16168716.015173 + Penalty 13494.180461 = -16155221.834712
  nChanged 3
		SP:Iteration 45Q (36793.190000 sec): 3 clusters
  Score: Raw -16168718.088448 + Penalty 13494.180461 = -16155223.907987
  nChanged 2
		SP:Iteration 46Q (36793.530000 sec): 3 clusters
  Score: Raw -16168719.560602 + Penalty 13494.180461 = -16155225.380141
  nChanged 0
		SP:Iteration 47F (36793.980000 sec): 3 clusters
  Score: Raw -16168719.560602 + Penalty 13494.180461 = -16155225.380141
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36794.100000 sec): 2 clusters
  Score: Raw -3996505.592753 + Penalty 5903.648706 = -3990601.944046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36794.220000 sec): 3 clusters
  Score: Raw -3988775.152969 + Penalty 11807.297413 = -3976967.855556
  nChanged 6030
		SP:Iteration 1F (36794.340000 sec): 3 clusters
  Score: Raw -3992126.714645 + Penalty 11807.297413 = -3980319.417233
  nChanged 1075
		SP:Iteration 2F (36794.450000 sec): 3 clusters
  Score: Raw -3992782.199787 + Penalty 11807.297413 = -3980974.902374
  nChanged 849
		SP:Iteration 3F (36794.570000 sec): 3 clusters
  Score: Raw -3993306.462937 + Penalty 11807.297413 = -3981499.165524
  nChanged 719
		SP:Iteration 4Q (36794.690000 sec): 3 clusters
  Score: Raw -3993762.142465 + Penalty 11807.297413 = -3981954.845053
  nChanged 635
		SP:Iteration 5Q (36794.810000 sec): 3 clusters
  Score: Raw -3994164.948211 + Penalty 11807.297413 = -3982357.650798
  nChanged 644
		SP:Iteration 6Q (36794.920000 sec): 3 clusters
  Score: Raw -3994595.717360 + Penalty 11807.297413 = -3982788.419947
  nChanged 640
		SP:Iteration 7Q (36795.040000 sec): 3 clusters
  Score: Raw -3995056.825080 + Penalty 11807.297413 = -3983249.527668
  nChanged 668
		SP:Iteration 8Q (36795.150000 sec): 3 clusters
  Score: Raw -3995566.058860 + Penalty 11807.297413 = -3983758.761447
  nChanged 716
		SP:Iteration 9Q (36795.260000 sec): 3 clusters
  Score: Raw -3996185.922780 + Penalty 11807.297413 = -3984378.625368
  nChanged 748
		SP:Iteration 10Q (36795.380000 sec): 3 clusters
  Score: Raw -3996935.393234 + Penalty 11807.297413 = -3985128.095822
  nChanged 776
		SP:Iteration 11F (36795.490000 sec): 3 clusters
  Score: Raw -3997790.666179 + Penalty 11807.297413 = -3985983.368766
  nChanged 731
		SP:Iteration 12Q (36795.610000 sec): 3 clusters
  Score: Raw -3998561.647095 + Penalty 11807.297413 = -3986754.349682
  nChanged 600
		SP:Iteration 13Q (36795.720000 sec): 3 clusters
  Score: Raw -3999135.696497 + Penalty 11807.297413 = -3987328.399085
  nChanged 454
		SP:Iteration 14Q (36795.830000 sec): 3 clusters
  Score: Raw -3999497.128236 + Penalty 11807.297413 = -3987689.830823
  nChanged 339
		SP:Iteration 15Q (36795.930000 sec): 3 clusters
  Score: Raw -3999719.187950 + Penalty 11807.297413 = -3987911.890537
  nChanged 236
		SP:Iteration 16Q (36796.030000 sec): 3 clusters
  Score: Raw -3999839.870737 + Penalty 11807.297413 = -3988032.573324
  nChanged 163
		SP:Iteration 17Q (36796.140000 sec): 3 clusters
  Score: Raw -3999912.766064 + Penalty 11807.297413 = -3988105.468651
  nChanged 101
		SP:Iteration 18Q (36796.240000 sec): 3 clusters
  Score: Raw -3999951.900223 + Penalty 11807.297413 = -3988144.602810
  nChanged 72
		SP:Iteration 19Q (36796.340000 sec): 3 clusters
  Score: Raw -3999978.272898 + Penalty 11807.297413 = -3988170.975485
  nChanged 54
		SP:Iteration 20F (36796.450000 sec): 3 clusters
  Score: Raw -3999995.696767 + Penalty 11807.297413 = -3988188.399355
  nChanged 46
		SP:Iteration 21Q (36796.560000 sec): 3 clusters
  Score: Raw -4000009.397837 + Penalty 11807.297413 = -3988202.100425
  nChanged 36
		SP:Iteration 22Q (36796.660000 sec): 3 clusters
  Score: Raw -4000019.674148 + Penalty 11807.297413 = -3988212.376736
  nChanged 19
		SP:Iteration 23Q (36796.760000 sec): 3 clusters
  Score: Raw -4000024.703749 + Penalty 11807.297413 = -3988217.406336
  nChanged 18
		SP:Iteration 24Q (36796.860000 sec): 3 clusters
  Score: Raw -4000029.363785 + Penalty 11807.297413 = -3988222.066373
  nChanged 9
		SP:Iteration 25Q (36796.960000 sec): 3 clusters
  Score: Raw -4000030.888387 + Penalty 11807.297413 = -3988223.590974
  nChanged 8
		SP:Iteration 26Q (36797.060000 sec): 3 clusters
  Score: Raw -4000032.418839 + Penalty 11807.297413 = -3988225.121427
  nChanged 3
		SP:Iteration 27Q (36797.160000 sec): 3 clusters
  Score: Raw -4000033.062921 + Penalty 11807.297413 = -3988225.765509
  nChanged 2
		SP:Iteration 28Q (36797.260000 sec): 3 clusters
  Score: Raw -4000033.504930 + Penalty 11807.297413 = -3988226.207517
  nChanged 0
		SP:Iteration 29F (36797.380000 sec): 3 clusters
  Score: Raw -4000033.504930 + Penalty 11807.297413 = -3988226.207517
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36798.790000 sec): 2 clusters
  Score: Raw -57604948.422524 + Penalty 7523.009249 = -57597425.413275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36800.440000 sec): 3 clusters
  Score: Raw -57467683.832611 + Penalty 15046.018498 = -57452637.814112
  nChanged 101678
		SP:Iteration 1F (36802.100000 sec): 3 clusters
  Score: Raw -57525498.739392 + Penalty 15046.018498 = -57510452.720894
  nChanged 6985
		SP:Iteration 2Q (36803.780000 sec): 3 clusters
  Score: Raw -57527234.875563 + Penalty 15046.018498 = -57512188.857065
  nChanged 7141
		SP:Iteration 3Q (36805.430000 sec): 3 clusters
  Score: Raw -57529313.755953 + Penalty 15046.018498 = -57514267.737455
  nChanged 7838
		SP:Iteration 4Q (36807.100000 sec): 3 clusters
  Score: Raw -57532167.990943 + Penalty 15046.018498 = -57517121.972445
  nChanged 8717
		SP:Iteration 5Q (36808.760000 sec): 3 clusters
  Score: Raw -57535980.916843 + Penalty 15046.018498 = -57520934.898345
  nChanged 10181
		SP:Iteration 6Q (36810.430000 sec): 3 clusters
  Score: Raw -57541297.064909 + Penalty 15046.018498 = -57526251.046411
  nChanged 12363
		SP:Iteration 7F (36812.070000 sec): 3 clusters
  Score: Raw -57548944.456968 + Penalty 15046.018498 = -57533898.438470
  nChanged 14850
		SP:Iteration 8F (36813.730000 sec): 3 clusters
  Score: Raw -57559686.104363 + Penalty 15046.018498 = -57544640.085865
  nChanged 16162
		SP:Iteration 9F (36815.390000 sec): 3 clusters
  Score: Raw -57572929.782877 + Penalty 15046.018498 = -57557883.764379
  nChanged 14874
		SP:Iteration 10F (36817.030000 sec): 3 clusters
  Score: Raw -57585885.698652 + Penalty 15046.018498 = -57570839.680154
  nChanged 10856
		SP:Iteration 11F (36818.680000 sec): 3 clusters
  Score: Raw -57595401.430875 + Penalty 15046.018498 = -57580355.412377
  nChanged 6524
		SP:Iteration 12Q (36820.180000 sec): 3 clusters
  Score: Raw -57601476.540367 + Penalty 15046.018498 = -57586430.521869
  nChanged 3486
		SP:Iteration 13Q (36821.600000 sec): 3 clusters
  Score: Raw -57605290.774490 + Penalty 15046.018498 = -57590244.755992
  nChanged 1962
		SP:Iteration 14Q (36822.890000 sec): 3 clusters
  Score: Raw -57607559.751632 + Penalty 15046.018498 = -57592513.733134
  nChanged 1386
		SP:Iteration 15Q (36824.100000 sec): 3 clusters
  Score: Raw -57608798.239634 + Penalty 15046.018498 = -57593752.221136
  nChanged 890
		SP:Iteration 16Q (36825.290000 sec): 3 clusters
  Score: Raw -57609304.230419 + Penalty 15046.018498 = -57594258.211921
  nChanged 565
		SP:Iteration 17Q (36826.450000 sec): 3 clusters
  Score: Raw -57609508.507966 + Penalty 15046.018498 = -57594462.489468
  nChanged 338
		SP:Iteration 18Q (36827.600000 sec): 3 clusters
  Score: Raw -57609592.814316 + Penalty 15046.018498 = -57594546.795818
  nChanged 212
		SP:Iteration 19Q (36828.760000 sec): 3 clusters
  Score: Raw -57609638.780354 + Penalty 15046.018498 = -57594592.761856
  nChanged 132
		SP:Iteration 20F (36830.410000 sec): 3 clusters
  Score: Raw -57609662.297595 + Penalty 15046.018498 = -57594616.279097
  nChanged 79
		SP:Iteration 21Q (36831.550000 sec): 3 clusters
  Score: Raw -57609675.604541 + Penalty 15046.018498 = -57594629.586043
  nChanged 71
		SP:Iteration 22Q (36832.700000 sec): 3 clusters
  Score: Raw -57609687.418270 + Penalty 15046.018498 = -57594641.399772
  nChanged 53
		SP:Iteration 23Q (36833.850000 sec): 3 clusters
  Score: Raw -57609694.248593 + Penalty 15046.018498 = -57594648.230095
  nChanged 39
		SP:Iteration 24Q (36834.990000 sec): 3 clusters
  Score: Raw -57609699.390141 + Penalty 15046.018498 = -57594653.371643
  nChanged 22
		SP:Iteration 25Q (36836.130000 sec): 3 clusters
  Score: Raw -57609701.800236 + Penalty 15046.018498 = -57594655.781738
  nChanged 10
		SP:Iteration 26Q (36837.290000 sec): 3 clusters
  Score: Raw -57609702.990147 + Penalty 15046.018498 = -57594656.971648
  nChanged 10
		SP:Iteration 27Q (36838.460000 sec): 3 clusters
  Score: Raw -57609704.211759 + Penalty 15046.018498 = -57594658.193261
  nChanged 12
		SP:Iteration 28Q (36839.600000 sec): 3 clusters
  Score: Raw -57609706.043360 + Penalty 15046.018498 = -57594660.024862
  nChanged 8
		SP:Iteration 29Q (36840.750000 sec): 3 clusters
  Score: Raw -57609707.078914 + Penalty 15046.018498 = -57594661.060416
  nChanged 14
		SP:Iteration 30Q (36841.900000 sec): 3 clusters
  Score: Raw -57609708.592788 + Penalty 15046.018498 = -57594662.574290
  nChanged 10
		SP:Iteration 31Q (36843.040000 sec): 3 clusters
  Score: Raw -57609709.643496 + Penalty 15046.018498 = -57594663.624998
  nChanged 6
		SP:Iteration 32Q (36844.190000 sec): 3 clusters
  Score: Raw -57609710.067001 + Penalty 15046.018498 = -57594664.048503
  nChanged 4
		SP:Iteration 33Q (36845.330000 sec): 3 clusters
  Score: Raw -57609710.444462 + Penalty 15046.018498 = -57594664.425964
  nChanged 1
		SP:Iteration 34Q (36846.480000 sec): 3 clusters
  Score: Raw -57609710.532858 + Penalty 15046.018498 = -57594664.514360
  nChanged 1
		SP:Iteration 35Q (36847.620000 sec): 3 clusters
  Score: Raw -57609710.620885 + Penalty 15046.018498 = -57594664.602387
  nChanged 0
		SP:Iteration 36F (36849.270000 sec): 3 clusters
  Score: Raw -57609710.620885 + Penalty 15046.018498 = -57594664.602387
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36849.470000 sec): 2 clusters
  Score: Raw -3148024.237250 + Penalty 5767.382250 = -3142256.855000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36849.560000 sec): 3 clusters
  Score: Raw -3142275.495997 + Penalty 11534.764499 = -3130740.731498
  nChanged 4598
		SP:Iteration 1F (36849.660000 sec): 3 clusters
  Score: Raw -3144795.102547 + Penalty 11534.764499 = -3133260.338048
  nChanged 922
		SP:Iteration 2F (36849.750000 sec): 3 clusters
  Score: Raw -3145435.026449 + Penalty 11534.764499 = -3133900.261950
  nChanged 714
		SP:Iteration 3F (36849.840000 sec): 3 clusters
  Score: Raw -3145956.196145 + Penalty 11534.764499 = -3134421.431646
  nChanged 633
		SP:Iteration 4F (36849.940000 sec): 3 clusters
  Score: Raw -3146451.279269 + Penalty 11534.764499 = -3134916.514770
  nChanged 632
		SP:Iteration 5F (36850.030000 sec): 3 clusters
  Score: Raw -3147021.588605 + Penalty 11534.764499 = -3135486.824106
  nChanged 641
		SP:Iteration 6F (36850.120000 sec): 3 clusters
  Score: Raw -3147644.663162 + Penalty 11534.764499 = -3136109.898663
  nChanged 647
		SP:Iteration 7F (36850.220000 sec): 3 clusters
  Score: Raw -3148350.086984 + Penalty 11534.764499 = -3136815.322485
  nChanged 621
		SP:Iteration 8F (36850.310000 sec): 3 clusters
  Score: Raw -3149042.087350 + Penalty 11534.764499 = -3137507.322851
  nChanged 635
		SP:Iteration 9F (36850.400000 sec): 3 clusters
  Score: Raw -3149830.807209 + Penalty 11534.764499 = -3138296.042710
  nChanged 602
		SP:Iteration 10Q (36850.490000 sec): 3 clusters
  Score: Raw -3150624.663682 + Penalty 11534.764499 = -3139089.899182
  nChanged 494
		SP:Iteration 11Q (36850.580000 sec): 3 clusters
  Score: Raw -3151169.147395 + Penalty 11534.764499 = -3139634.382896
  nChanged 387
		SP:Iteration 12Q (36850.660000 sec): 3 clusters
  Score: Raw -3151533.483072 + Penalty 11534.764499 = -3139998.718573
  nChanged 297
		SP:Iteration 13Q (36850.750000 sec): 3 clusters
  Score: Raw -3151803.856571 + Penalty 11534.764499 = -3140269.092072
  nChanged 245
		SP:Iteration 14Q (36850.830000 sec): 3 clusters
  Score: Raw -3152025.092071 + Penalty 11534.764499 = -3140490.327572
  nChanged 228
		SP:Iteration 15Q (36850.910000 sec): 3 clusters
  Score: Raw -3152237.876949 + Penalty 11534.764499 = -3140703.112450
  nChanged 217
		SP:Iteration 16Q (36850.990000 sec): 3 clusters
  Score: Raw -3152465.727249 + Penalty 11534.764499 = -3140930.962749
  nChanged 195
		SP:Iteration 17Q (36851.070000 sec): 3 clusters
  Score: Raw -3152654.027109 + Penalty 11534.764499 = -3141119.262610
  nChanged 150
		SP:Iteration 18Q (36851.150000 sec): 3 clusters
  Score: Raw -3152801.808063 + Penalty 11534.764499 = -3141267.043564
  nChanged 135
		SP:Iteration 19Q (36851.230000 sec): 3 clusters
  Score: Raw -3152925.022313 + Penalty 11534.764499 = -3141390.257814
  nChanged 107
		SP:Iteration 20F (36851.320000 sec): 3 clusters
  Score: Raw -3153018.901379 + Penalty 11534.764499 = -3141484.136880
  nChanged 86
		SP:Iteration 21Q (36851.400000 sec): 3 clusters
  Score: Raw -3153075.668426 + Penalty 11534.764499 = -3141540.903927
  nChanged 67
		SP:Iteration 22Q (36851.480000 sec): 3 clusters
  Score: Raw -3153107.666381 + Penalty 11534.764499 = -3141572.901882
  nChanged 44
		SP:Iteration 23Q (36851.550000 sec): 3 clusters
  Score: Raw -3153127.859038 + Penalty 11534.764499 = -3141593.094539
  nChanged 43
		SP:Iteration 24Q (36851.630000 sec): 3 clusters
  Score: Raw -3153142.583137 + Penalty 11534.764499 = -3141607.818638
  nChanged 28
		SP:Iteration 25Q (36851.700000 sec): 3 clusters
  Score: Raw -3153152.620652 + Penalty 11534.764499 = -3141617.856153
  nChanged 16
		SP:Iteration 26Q (36851.780000 sec): 3 clusters
  Score: Raw -3153158.196734 + Penalty 11534.764499 = -3141623.432235
  nChanged 11
		SP:Iteration 27Q (36851.850000 sec): 3 clusters
  Score: Raw -3153160.902938 + Penalty 11534.764499 = -3141626.138439
  nChanged 7
		SP:Iteration 28Q (36851.930000 sec): 3 clusters
  Score: Raw -3153162.976816 + Penalty 11534.764499 = -3141628.212317
  nChanged 5
		SP:Iteration 29Q (36852.000000 sec): 3 clusters
  Score: Raw -3153164.252842 + Penalty 11534.764499 = -3141629.488343
  nChanged 0
		SP:Iteration 30F (36852.100000 sec): 3 clusters
  Score: Raw -3153164.252842 + Penalty 11534.764499 = -3141629.488343
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (20841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36852.230000 sec): 2 clusters
  Score: Raw -5554100.777815 + Penalty 6091.114956 = -5548009.662859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36852.390000 sec): 3 clusters
  Score: Raw -5543246.441174 + Penalty 12182.229912 = -5531064.211262
  nChanged 8489
		SP:Iteration 1F (36852.540000 sec): 3 clusters
  Score: Raw -5547733.272532 + Penalty 12182.229912 = -5535551.042619
  nChanged 1413
		SP:Iteration 2F (36852.700000 sec): 3 clusters
  Score: Raw -5548390.210234 + Penalty 12182.229912 = -5536207.980322
  nChanged 974
		SP:Iteration 3Q (36852.860000 sec): 3 clusters
  Score: Raw -5548818.736244 + Penalty 12182.229912 = -5536636.506332
  nChanged 827
		SP:Iteration 4Q (36853.020000 sec): 3 clusters
  Score: Raw -5549187.273628 + Penalty 12182.229912 = -5537005.043715
  nChanged 700
		SP:Iteration 5Q (36853.170000 sec): 3 clusters
  Score: Raw -5549542.064601 + Penalty 12182.229912 = -5537359.834689
  nChanged 733
		SP:Iteration 6Q (36853.330000 sec): 3 clusters
  Score: Raw -5549964.811461 + Penalty 12182.229912 = -5537782.581549
  nChanged 763
		SP:Iteration 7Q (36853.480000 sec): 3 clusters
  Score: Raw -5550507.962951 + Penalty 12182.229912 = -5538325.733039
  nChanged 865
		SP:Iteration 8Q (36853.640000 sec): 3 clusters
  Score: Raw -5551246.568704 + Penalty 12182.229912 = -5539064.338792
  nChanged 1056
		SP:Iteration 9F (36853.800000 sec): 3 clusters
  Score: Raw -5552203.029472 + Penalty 12182.229912 = -5540020.799560
  nChanged 1205
		SP:Iteration 10F (36853.960000 sec): 3 clusters
  Score: Raw -5553278.297170 + Penalty 12182.229912 = -5541096.067257
  nChanged 1230
		SP:Iteration 11F (36854.110000 sec): 3 clusters
  Score: Raw -5554316.291589 + Penalty 12182.229912 = -5542134.061677
  nChanged 1134
		SP:Iteration 12F (36854.270000 sec): 3 clusters
  Score: Raw -5555158.721262 + Penalty 12182.229912 = -5542976.491350
  nChanged 936
		SP:Iteration 13Q (36854.420000 sec): 3 clusters
  Score: Raw -5555706.254530 + Penalty 12182.229912 = -5543524.024618
  nChanged 633
		SP:Iteration 14Q (36854.570000 sec): 3 clusters
  Score: Raw -5556065.230403 + Penalty 12182.229912 = -5543883.000490
  nChanged 492
		SP:Iteration 15Q (36854.720000 sec): 3 clusters
  Score: Raw -5556305.130708 + Penalty 12182.229912 = -5544122.900796
  nChanged 380
		SP:Iteration 16Q (36854.870000 sec): 3 clusters
  Score: Raw -5556469.358374 + Penalty 12182.229912 = -5544287.128462
  nChanged 295
		SP:Iteration 17Q (36855.020000 sec): 3 clusters
  Score: Raw -5556575.429786 + Penalty 12182.229912 = -5544393.199873
  nChanged 211
		SP:Iteration 18Q (36855.170000 sec): 3 clusters
  Score: Raw -5556646.635984 + Penalty 12182.229912 = -5544464.406072
  nChanged 172
		SP:Iteration 19Q (36855.320000 sec): 3 clusters
  Score: Raw -5556692.946624 + Penalty 12182.229912 = -5544510.716712
  nChanged 127
		SP:Iteration 20F (36855.480000 sec): 3 clusters
  Score: Raw -5556722.213118 + Penalty 12182.229912 = -5544539.983205
  nChanged 81
		SP:Iteration 21Q (36855.630000 sec): 3 clusters
  Score: Raw -5556739.963147 + Penalty 12182.229912 = -5544557.733235
  nChanged 69
		SP:Iteration 22Q (36855.780000 sec): 3 clusters
  Score: Raw -5556753.353150 + Penalty 12182.229912 = -5544571.123238
  nChanged 46
		SP:Iteration 23Q (36855.920000 sec): 3 clusters
  Score: Raw -5556761.604663 + Penalty 12182.229912 = -5544579.374751
  nChanged 30
		SP:Iteration 24Q (36856.080000 sec): 3 clusters
  Score: Raw -5556767.580781 + Penalty 12182.229912 = -5544585.350868
  nChanged 30
		SP:Iteration 25Q (36856.220000 sec): 3 clusters
  Score: Raw -5556773.310779 + Penalty 12182.229912 = -5544591.080867
  nChanged 23
		SP:Iteration 26Q (36856.380000 sec): 3 clusters
  Score: Raw -5556776.988807 + Penalty 12182.229912 = -5544594.758895
  nChanged 22
		SP:Iteration 27Q (36856.520000 sec): 3 clusters
  Score: Raw -5556780.933371 + Penalty 12182.229912 = -5544598.703458
  nChanged 23
		SP:Iteration 28Q (36856.670000 sec): 3 clusters
  Score: Raw -5556786.571337 + Penalty 12182.229912 = -5544604.341424
  nChanged 23
		SP:Iteration 29Q (36856.820000 sec): 3 clusters
  Score: Raw -5556790.590577 + Penalty 12182.229912 = -5544608.360665
  nChanged 21
		SP:Iteration 30Q (36856.970000 sec): 3 clusters
  Score: Raw -5556793.250130 + Penalty 12182.229912 = -5544611.020218
  nChanged 9
		SP:Iteration 31Q (36857.120000 sec): 3 clusters
  Score: Raw -5556794.823250 + Penalty 12182.229912 = -5544612.593338
  nChanged 5
		SP:Iteration 32Q (36857.270000 sec): 3 clusters
  Score: Raw -5556795.661576 + Penalty 12182.229912 = -5544613.431664
  nChanged 4
		SP:Iteration 33Q (36857.420000 sec): 3 clusters
  Score: Raw -5556796.305972 + Penalty 12182.229912 = -5544614.076060
  nChanged 3
		SP:Iteration 34Q (36857.570000 sec): 3 clusters
  Score: Raw -5556796.687730 + Penalty 12182.229912 = -5544614.457817
  nChanged 2
		SP:Iteration 35Q (36857.720000 sec): 3 clusters
  Score: Raw -5556797.117209 + Penalty 12182.229912 = -5544614.887296
  nChanged 4
		SP:Iteration 36Q (36857.870000 sec): 3 clusters
  Score: Raw -5556797.685121 + Penalty 12182.229912 = -5544615.455209
  nChanged 2
		SP:Iteration 37Q (36858.020000 sec): 3 clusters
  Score: Raw -5556797.939124 + Penalty 12182.229912 = -5544615.709212
  nChanged 1
		SP:Iteration 38Q (36858.170000 sec): 3 clusters
  Score: Raw -5556798.053439 + Penalty 12182.229912 = -5544615.823527
  nChanged 1
		SP:Iteration 39Q (36858.320000 sec): 3 clusters
  Score: Raw -5556798.338975 + Penalty 12182.229912 = -5544616.109063
  nChanged 3
		SP:Iteration 40F (36858.470000 sec): 3 clusters
  Score: Raw -5556798.982658 + Penalty 12182.229912 = -5544616.752745
  nChanged 2
		SP:Iteration 41Q (36858.630000 sec): 3 clusters
  Score: Raw -5556799.307596 + Penalty 12182.229912 = -5544617.077684
  nChanged 2
		SP:Iteration 42Q (36858.770000 sec): 3 clusters
  Score: Raw -5556799.589070 + Penalty 12182.229912 = -5544617.359158
  nChanged 2
		SP:Iteration 43Q (36858.930000 sec): 3 clusters
  Score: Raw -5556800.054751 + Penalty 12182.229912 = -5544617.824838
  nChanged 3
		SP:Iteration 44Q (36859.070000 sec): 3 clusters
  Score: Raw -5556800.417707 + Penalty 12182.229912 = -5544618.187795
  nChanged 4
		SP:Iteration 45Q (36859.220000 sec): 3 clusters
  Score: Raw -5556800.943970 + Penalty 12182.229912 = -5544618.714058
  nChanged 3
		SP:Iteration 46Q (36859.370000 sec): 3 clusters
  Score: Raw -5556801.428296 + Penalty 12182.229912 = -5544619.198384
  nChanged 2
		SP:Iteration 47Q (36859.520000 sec): 3 clusters
  Score: Raw -5556801.728996 + Penalty 12182.229912 = -5544619.499083
  nChanged 1
		SP:Iteration 48Q (36859.670000 sec): 3 clusters
  Score: Raw -5556801.843537 + Penalty 12182.229912 = -5544619.613625
  nChanged 0
		SP:Iteration 49F (36859.830000 sec): 3 clusters
  Score: Raw -5556801.843537 + Penalty 12182.229912 = -5544619.613625
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36859.880000 sec): 2 clusters
  Score: Raw -1480875.407987 + Penalty 5299.288073 = -1475576.119914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36859.920000 sec): 3 clusters
  Score: Raw -1478589.630205 + Penalty 10598.576145 = -1467991.054060
  nChanged 1896
		SP:Iteration 1F (36859.970000 sec): 3 clusters
  Score: Raw -1479959.027022 + Penalty 10598.576145 = -1469360.450876
  nChanged 451
		SP:Iteration 2F (36860.010000 sec): 3 clusters
  Score: Raw -1480340.040349 + Penalty 10598.576145 = -1469741.464203
  nChanged 256
		SP:Iteration 3Q (36860.050000 sec): 3 clusters
  Score: Raw -1480547.641245 + Penalty 10598.576145 = -1469949.065099
  nChanged 184
		SP:Iteration 4Q (36860.090000 sec): 3 clusters
  Score: Raw -1480692.230436 + Penalty 10598.576145 = -1470093.654291
  nChanged 127
		SP:Iteration 5Q (36860.130000 sec): 3 clusters
  Score: Raw -1480791.953290 + Penalty 10598.576145 = -1470193.377145
  nChanged 130
		SP:Iteration 6Q (36860.180000 sec): 3 clusters
  Score: Raw -1480879.272478 + Penalty 10598.576145 = -1470280.696332
  nChanged 80
		SP:Iteration 7Q (36860.220000 sec): 3 clusters
  Score: Raw -1480932.421512 + Penalty 10598.576145 = -1470333.845367
  nChanged 58
		SP:Iteration 8Q (36860.260000 sec): 3 clusters
  Score: Raw -1480973.529765 + Penalty 10598.576145 = -1470374.953619
  nChanged 67
		SP:Iteration 9Q (36860.310000 sec): 3 clusters
  Score: Raw -1481018.007117 + Penalty 10598.576145 = -1470419.430971
  nChanged 57
		SP:Iteration 10Q (36860.350000 sec): 3 clusters
  Score: Raw -1481049.601654 + Penalty 10598.576145 = -1470451.025509
  nChanged 40
		SP:Iteration 11Q (36860.390000 sec): 3 clusters
  Score: Raw -1481074.343392 + Penalty 10598.576145 = -1470475.767247
  nChanged 34
		SP:Iteration 12Q (36860.430000 sec): 3 clusters
  Score: Raw -1481098.262354 + Penalty 10598.576145 = -1470499.686208
  nChanged 40
		SP:Iteration 13Q (36860.470000 sec): 3 clusters
  Score: Raw -1481120.010909 + Penalty 10598.576145 = -1470521.434764
  nChanged 29
		SP:Iteration 14Q (36860.510000 sec): 3 clusters
  Score: Raw -1481135.066637 + Penalty 10598.576145 = -1470536.490492
  nChanged 24
		SP:Iteration 15Q (36860.560000 sec): 3 clusters
  Score: Raw -1481147.534427 + Penalty 10598.576145 = -1470548.958282
  nChanged 21
		SP:Iteration 16Q (36860.600000 sec): 3 clusters
  Score: Raw -1481157.242432 + Penalty 10598.576145 = -1470558.666286
  nChanged 20
		SP:Iteration 17Q (36860.640000 sec): 3 clusters
  Score: Raw -1481166.339102 + Penalty 10598.576145 = -1470567.762957
  nChanged 14
		SP:Iteration 18Q (36860.680000 sec): 3 clusters
  Score: Raw -1481174.057991 + Penalty 10598.576145 = -1470575.481846
  nChanged 15
		SP:Iteration 19Q (36860.730000 sec): 3 clusters
  Score: Raw -1481181.953027 + Penalty 10598.576145 = -1470583.376881
  nChanged 16
		SP:Iteration 20F (36860.770000 sec): 3 clusters
  Score: Raw -1481189.692380 + Penalty 10598.576145 = -1470591.116234
  nChanged 8
		SP:Iteration 21Q (36860.810000 sec): 3 clusters
  Score: Raw -1481194.789053 + Penalty 10598.576145 = -1470596.212907
  nChanged 15
		SP:Iteration 22Q (36860.850000 sec): 3 clusters
  Score: Raw -1481203.528770 + Penalty 10598.576145 = -1470604.952624
  nChanged 14
		SP:Iteration 23Q (36860.890000 sec): 3 clusters
  Score: Raw -1481214.745214 + Penalty 10598.576145 = -1470616.169069
  nChanged 14
		SP:Iteration 24Q (36860.930000 sec): 3 clusters
  Score: Raw -1481221.866962 + Penalty 10598.576145 = -1470623.290817
  nChanged 12
		SP:Iteration 25Q (36860.970000 sec): 3 clusters
  Score: Raw -1481228.333820 + Penalty 10598.576145 = -1470629.757674
  nChanged 8
		SP:Iteration 26Q (36861.020000 sec): 3 clusters
  Score: Raw -1481233.232507 + Penalty 10598.576145 = -1470634.656361
  nChanged 9
		SP:Iteration 27Q (36861.050000 sec): 3 clusters
  Score: Raw -1481238.440350 + Penalty 10598.576145 = -1470639.864205
  nChanged 4
		SP:Iteration 28Q (36861.090000 sec): 3 clusters
  Score: Raw -1481240.798897 + Penalty 10598.576145 = -1470642.222751
  nChanged 4
		SP:Iteration 29Q (36861.140000 sec): 3 clusters
  Score: Raw -1481242.876646 + Penalty 10598.576145 = -1470644.300501
  nChanged 6
		SP:Iteration 30Q (36861.180000 sec): 3 clusters
  Score: Raw -1481245.211115 + Penalty 10598.576145 = -1470646.634970
  nChanged 4
		SP:Iteration 31Q (36861.220000 sec): 3 clusters
  Score: Raw -1481246.805794 + Penalty 10598.576145 = -1470648.229649
  nChanged 6
		SP:Iteration 32Q (36861.260000 sec): 3 clusters
  Score: Raw -1481248.870086 + Penalty 10598.576145 = -1470650.293940
  nChanged 2
		SP:Iteration 33Q (36861.300000 sec): 3 clusters
  Score: Raw -1481249.782724 + Penalty 10598.576145 = -1470651.206579
  nChanged 0
		SP:Iteration 34F (36861.350000 sec): 3 clusters
  Score: Raw -1481249.782724 + Penalty 10598.576145 = -1470651.206579
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36861.360000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36861.370000 sec): 3 clusters
  Score: Raw -406598.525947 + Penalty 8995.697131 = -397602.828816
  nChanged 324
		SP:Iteration 1F (36861.390000 sec): 3 clusters
  Score: Raw -407178.027156 + Penalty 8995.697131 = -398182.330026
  nChanged 86
		SP:Iteration 2F (36861.400000 sec): 3 clusters
  Score: Raw -407409.705207 + Penalty 8995.697131 = -398414.008076
  nChanged 55
		SP:Iteration 3Q (36861.410000 sec): 3 clusters
  Score: Raw -407561.845254 + Penalty 8995.697131 = -398566.148123
  nChanged 39
		SP:Iteration 4Q (36861.420000 sec): 3 clusters
  Score: Raw -407642.825053 + Penalty 8995.697131 = -398647.127923
  nChanged 23
		SP:Iteration 5Q (36861.430000 sec): 3 clusters
  Score: Raw -407685.075184 + Penalty 8995.697131 = -398689.378054
  nChanged 18
		SP:Iteration 6Q (36861.440000 sec): 3 clusters
  Score: Raw -407721.387817 + Penalty 8995.697131 = -398725.690686
  nChanged 13
		SP:Iteration 7Q (36861.450000 sec): 3 clusters
  Score: Raw -407744.588857 + Penalty 8995.697131 = -398748.891727
  nChanged 12
		SP:Iteration 8Q (36861.460000 sec): 3 clusters
  Score: Raw -407767.251611 + Penalty 8995.697131 = -398771.554480
  nChanged 7
		SP:Iteration 9Q (36861.470000 sec): 3 clusters
  Score: Raw -407781.642949 + Penalty 8995.697131 = -398785.945818
  nChanged 9
		SP:Iteration 10Q (36861.490000 sec): 3 clusters
  Score: Raw -407796.980151 + Penalty 8995.697131 = -398801.283020
  nChanged 4
		SP:Iteration 11Q (36861.490000 sec): 3 clusters
  Score: Raw -407804.305112 + Penalty 8995.697131 = -398808.607981
  nChanged 4
		SP:Iteration 12Q (36861.510000 sec): 3 clusters
  Score: Raw -407810.841648 + Penalty 8995.697131 = -398815.144517
  nChanged 2
		SP:Iteration 13Q (36861.520000 sec): 3 clusters
  Score: Raw -407812.993641 + Penalty 8995.697131 = -398817.296511
  nChanged 0
		SP:Iteration 14F (36861.530000 sec): 3 clusters
  Score: Raw -407812.993641 + Penalty 8995.697131 = -398817.296511
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (68348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36861.980000 sec): 2 clusters
  Score: Raw -18140478.423608 + Penalty 6818.575143 = -18133659.848465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36862.510000 sec): 3 clusters
  Score: Raw -18099657.405204 + Penalty 13637.150286 = -18086020.254918
  nChanged 30745
		SP:Iteration 1F (36863.030000 sec): 3 clusters
  Score: Raw -18116232.956762 + Penalty 13637.150286 = -18102595.806475
  nChanged 3256
		SP:Iteration 2Q (36863.550000 sec): 3 clusters
  Score: Raw -18117268.224465 + Penalty 13637.150286 = -18103631.074179
  nChanged 2794
		SP:Iteration 3Q (36864.080000 sec): 3 clusters
  Score: Raw -18118123.021262 + Penalty 13637.150286 = -18104485.870976
  nChanged 2503
		SP:Iteration 4Q (36864.610000 sec): 3 clusters
  Score: Raw -18118850.230517 + Penalty 13637.150286 = -18105213.080231
  nChanged 2258
		SP:Iteration 5Q (36865.140000 sec): 3 clusters
  Score: Raw -18119458.678712 + Penalty 13637.150286 = -18105821.528426
  nChanged 2053
		SP:Iteration 6Q (36865.660000 sec): 3 clusters
  Score: Raw -18120004.589737 + Penalty 13637.150286 = -18106367.439451
  nChanged 1967
		SP:Iteration 7Q (36866.190000 sec): 3 clusters
  Score: Raw -18120540.227560 + Penalty 13637.150286 = -18106903.077274
  nChanged 1931
		SP:Iteration 8Q (36866.720000 sec): 3 clusters
  Score: Raw -18121094.346793 + Penalty 13637.150286 = -18107457.196507
  nChanged 2083
		SP:Iteration 9Q (36867.240000 sec): 3 clusters
  Score: Raw -18121769.288953 + Penalty 13637.150286 = -18108132.138667
  nChanged 2298
		SP:Iteration 10Q (36867.770000 sec): 3 clusters
  Score: Raw -18122589.801174 + Penalty 13637.150286 = -18108952.650888
  nChanged 2527
		SP:Iteration 11Q (36868.300000 sec): 3 clusters
  Score: Raw -18123661.747939 + Penalty 13637.150286 = -18110024.597653
  nChanged 2975
		SP:Iteration 12Q (36868.820000 sec): 3 clusters
  Score: Raw -18125190.388162 + Penalty 13637.150286 = -18111553.237876
  nChanged 3520
		SP:Iteration 13F (36869.340000 sec): 3 clusters
  Score: Raw -18127325.958835 + Penalty 13637.150286 = -18113688.808548
  nChanged 3735
		SP:Iteration 14F (36869.870000 sec): 3 clusters
  Score: Raw -18129895.916732 + Penalty 13637.150286 = -18116258.766446
  nChanged 3867
		SP:Iteration 15F (36870.390000 sec): 3 clusters
  Score: Raw -18132873.035151 + Penalty 13637.150286 = -18119235.884865
  nChanged 3407
		SP:Iteration 16Q (36870.910000 sec): 3 clusters
  Score: Raw -18135532.232764 + Penalty 13637.150286 = -18121895.082477
  nChanged 2692
		SP:Iteration 17Q (36871.430000 sec): 3 clusters
  Score: Raw -18137615.353681 + Penalty 13637.150286 = -18123978.203395
  nChanged 2030
		SP:Iteration 18Q (36871.920000 sec): 3 clusters
  Score: Raw -18139124.954845 + Penalty 13637.150286 = -18125487.804559
  nChanged 1371
		SP:Iteration 19Q (36872.400000 sec): 3 clusters
  Score: Raw -18140064.781915 + Penalty 13637.150286 = -18126427.631629
  nChanged 863
		SP:Iteration 20F (36872.920000 sec): 3 clusters
  Score: Raw -18140603.882289 + Penalty 13637.150286 = -18126966.732002
  nChanged 579
		SP:Iteration 21Q (36873.370000 sec): 3 clusters
  Score: Raw -18140955.063058 + Penalty 13637.150286 = -18127317.912771
  nChanged 389
		SP:Iteration 22Q (36873.800000 sec): 3 clusters
  Score: Raw -18141175.266091 + Penalty 13637.150286 = -18127538.115805
  nChanged 280
		SP:Iteration 23Q (36874.230000 sec): 3 clusters
  Score: Raw -18141329.803652 + Penalty 13637.150286 = -18127692.653366
  nChanged 186
		SP:Iteration 24Q (36874.640000 sec): 3 clusters
  Score: Raw -18141439.172714 + Penalty 13637.150286 = -18127802.022427
  nChanged 146
		SP:Iteration 25Q (36875.060000 sec): 3 clusters
  Score: Raw -18141518.489117 + Penalty 13637.150286 = -18127881.338831
  nChanged 103
		SP:Iteration 26Q (36875.460000 sec): 3 clusters
  Score: Raw -18141574.825338 + Penalty 13637.150286 = -18127937.675052
  nChanged 85
		SP:Iteration 27Q (36875.860000 sec): 3 clusters
  Score: Raw -18141613.347312 + Penalty 13637.150286 = -18127976.197025
  nChanged 50
		SP:Iteration 28Q (36876.270000 sec): 3 clusters
  Score: Raw -18141635.597315 + Penalty 13637.150286 = -18127998.447029
  nChanged 35
		SP:Iteration 29Q (36876.660000 sec): 3 clusters
  Score: Raw -18141650.548133 + Penalty 13637.150286 = -18128013.397847
  nChanged 30
		SP:Iteration 30Q (36877.060000 sec): 3 clusters
  Score: Raw -18141664.400811 + Penalty 13637.150286 = -18128027.250524
  nChanged 20
		SP:Iteration 31Q (36877.460000 sec): 3 clusters
  Score: Raw -18141672.854755 + Penalty 13637.150286 = -18128035.704469
  nChanged 13
		SP:Iteration 32Q (36877.860000 sec): 3 clusters
  Score: Raw -18141678.855246 + Penalty 13637.150286 = -18128041.704960
  nChanged 15
		SP:Iteration 33Q (36878.260000 sec): 3 clusters
  Score: Raw -18141685.527564 + Penalty 13637.150286 = -18128048.377278
  nChanged 20
		SP:Iteration 34Q (36878.650000 sec): 3 clusters
  Score: Raw -18141694.880297 + Penalty 13637.150286 = -18128057.730010
  nChanged 18
		SP:Iteration 35Q (36879.040000 sec): 3 clusters
  Score: Raw -18141704.098987 + Penalty 13637.150286 = -18128066.948701
  nChanged 22
		SP:Iteration 36Q (36879.440000 sec): 3 clusters
  Score: Raw -18141715.755309 + Penalty 13637.150286 = -18128078.605023
  nChanged 15
		SP:Iteration 37Q (36879.830000 sec): 3 clusters
  Score: Raw -18141722.498005 + Penalty 13637.150286 = -18128085.347719
  nChanged 13
		SP:Iteration 38Q (36880.220000 sec): 3 clusters
  Score: Raw -18141730.425893 + Penalty 13637.150286 = -18128093.275607
  nChanged 18
		SP:Iteration 39Q (36880.620000 sec): 3 clusters
  Score: Raw -18141738.904120 + Penalty 13637.150286 = -18128101.753833
  nChanged 16
		SP:Iteration 40F (36881.140000 sec): 3 clusters
  Score: Raw -18141746.530688 + Penalty 13637.150286 = -18128109.380402
  nChanged 11
		SP:Iteration 41Q (36881.530000 sec): 3 clusters
  Score: Raw -18141751.702532 + Penalty 13637.150286 = -18128114.552246
  nChanged 9
		SP:Iteration 42Q (36881.930000 sec): 3 clusters
  Score: Raw -18141756.235869 + Penalty 13637.150286 = -18128119.085583
  nChanged 7
		SP:Iteration 43Q (36882.320000 sec): 3 clusters
  Score: Raw -18141758.889789 + Penalty 13637.150286 = -18128121.739503
  nChanged 5
		SP:Iteration 44Q (36882.720000 sec): 3 clusters
  Score: Raw -18141761.509581 + Penalty 13637.150286 = -18128124.359295
  nChanged 5
		SP:Iteration 45Q (36883.110000 sec): 3 clusters
  Score: Raw -18141763.642585 + Penalty 13637.150286 = -18128126.492298
  nChanged 5
		SP:Iteration 46Q (36883.500000 sec): 3 clusters
  Score: Raw -18141766.003905 + Penalty 13637.150286 = -18128128.853619
  nChanged 5
		SP:Iteration 47Q (36883.900000 sec): 3 clusters
  Score: Raw -18141768.820277 + Penalty 13637.150286 = -18128131.669991
  nChanged 11
		SP:Iteration 48Q (36884.290000 sec): 3 clusters
  Score: Raw -18141775.213401 + Penalty 13637.150286 = -18128138.063115
  nChanged 11
		SP:Iteration 49Q (36884.680000 sec): 3 clusters
  Score: Raw -18141781.613037 + Penalty 13637.150286 = -18128144.462750
  nChanged 11
		SP:Iteration 50Q (36885.080000 sec): 3 clusters
  Score: Raw -18141785.670649 + Penalty 13637.150286 = -18128148.520363
  nChanged 4
		SP:Iteration 51Q (36885.470000 sec): 3 clusters
  Score: Raw -18141787.473198 + Penalty 13637.150286 = -18128150.322912
  nChanged 6
		SP:Iteration 52Q (36885.870000 sec): 3 clusters
  Score: Raw -18141789.617228 + Penalty 13637.150286 = -18128152.466942
  nChanged 8
		SP:Iteration 53Q (36886.260000 sec): 3 clusters
  Score: Raw -18141792.588051 + Penalty 13637.150286 = -18128155.437765
  nChanged 8
		SP:Iteration 54Q (36886.650000 sec): 3 clusters
  Score: Raw -18141795.805551 + Penalty 13637.150286 = -18128158.655265
  nChanged 8
		SP:Iteration 55Q (36887.050000 sec): 3 clusters
  Score: Raw -18141800.056266 + Penalty 13637.150286 = -18128162.905980
  nChanged 6
		SP:Iteration 56Q (36887.440000 sec): 3 clusters
  Score: Raw -18141802.533884 + Penalty 13637.150286 = -18128165.383598
  nChanged 7
		SP:Iteration 57Q (36887.830000 sec): 3 clusters
  Score: Raw -18141805.039786 + Penalty 13637.150286 = -18128167.889500
  nChanged 2
		SP:Iteration 58Q (36888.220000 sec): 3 clusters
  Score: Raw -18141805.775431 + Penalty 13637.150286 = -18128168.625145
  nChanged 1
		SP:Iteration 59Q (36888.620000 sec): 3 clusters
  Score: Raw -18141806.360993 + Penalty 13637.150286 = -18128169.210706
  nChanged 1
		SP:Iteration 60F (36889.140000 sec): 3 clusters
  Score: Raw -18141807.073190 + Penalty 13637.150286 = -18128169.922903
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36889.180000 sec): 2 clusters
  Score: Raw -128958.050238 + Penalty 3868.156776 = -125089.893463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36889.190000 sec): 3 clusters
  Score: Raw -129798.960007 + Penalty 7736.313552 = -122062.646455
  nChanged 81
		SP:Iteration 1F (36889.200000 sec): 3 clusters
  Score: Raw -130120.321355 + Penalty 7736.313552 = -122384.007803
  nChanged 30
		SP:Iteration 2F (36889.200000 sec): 3 clusters
  Score: Raw -130245.464033 + Penalty 7736.313552 = -122509.150481
  nChanged 11
		SP:Iteration 3Q (36889.200000 sec): 3 clusters
  Score: Raw -130296.678959 + Penalty 7736.313552 = -122560.365407
  nChanged 2
		SP:Iteration 4Q (36889.210000 sec): 3 clusters
  Score: Raw -130303.044619 + Penalty 7736.313552 = -122566.731068
  nChanged 4
		SP:Iteration 5Q (36889.210000 sec): 3 clusters
  Score: Raw -130313.880061 + Penalty 7736.313552 = -122577.566509
  nChanged 3
		SP:Iteration 6Q (36889.220000 sec): 3 clusters
  Score: Raw -130322.520127 + Penalty 7736.313552 = -122586.206575
  nChanged 1
		SP:Iteration 7Q (36889.220000 sec): 3 clusters
  Score: Raw -130323.937227 + Penalty 7736.313552 = -122587.623675
  nChanged 0
		SP:Iteration 8F (36889.220000 sec): 3 clusters
  Score: Raw -130323.937227 + Penalty 7736.313552 = -122587.623675
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (10026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36889.300000 sec): 2 clusters
  Score: Raw -2567011.244493 + Penalty 5642.923911 = -2561368.320582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36889.370000 sec): 3 clusters
  Score: Raw -2562457.836454 + Penalty 11285.847822 = -2551171.988632
  nChanged 3682
		SP:Iteration 1F (36889.450000 sec): 3 clusters
  Score: Raw -2564649.287959 + Penalty 11285.847822 = -2553363.440137
  nChanged 761
		SP:Iteration 2F (36889.520000 sec): 3 clusters
  Score: Raw -2565198.907216 + Penalty 11285.847822 = -2553913.059394
  nChanged 535
		SP:Iteration 3F (36889.600000 sec): 3 clusters
  Score: Raw -2565579.299741 + Penalty 11285.847822 = -2554293.451919
  nChanged 418
		SP:Iteration 4Q (36889.680000 sec): 3 clusters
  Score: Raw -2565896.621435 + Penalty 11285.847822 = -2554610.773612
  nChanged 390
		SP:Iteration 5Q (36889.750000 sec): 3 clusters
  Score: Raw -2566209.377540 + Penalty 11285.847822 = -2554923.529717
  nChanged 385
		SP:Iteration 6Q (36889.830000 sec): 3 clusters
  Score: Raw -2566522.341018 + Penalty 11285.847822 = -2555236.493196
  nChanged 376
		SP:Iteration 7Q (36889.900000 sec): 3 clusters
  Score: Raw -2566820.777129 + Penalty 11285.847822 = -2555534.929307
  nChanged 342
		SP:Iteration 8Q (36889.980000 sec): 3 clusters
  Score: Raw -2567074.920953 + Penalty 11285.847822 = -2555789.073131
  nChanged 325
		SP:Iteration 9Q (36890.050000 sec): 3 clusters
  Score: Raw -2567308.412421 + Penalty 11285.847822 = -2556022.564599
  nChanged 284
		SP:Iteration 10Q (36890.120000 sec): 3 clusters
  Score: Raw -2567504.563909 + Penalty 11285.847822 = -2556218.716086
  nChanged 266
		SP:Iteration 11Q (36890.200000 sec): 3 clusters
  Score: Raw -2567691.177898 + Penalty 11285.847822 = -2556405.330076
  nChanged 251
		SP:Iteration 12Q (36890.270000 sec): 3 clusters
  Score: Raw -2567872.169452 + Penalty 11285.847822 = -2556586.321630
  nChanged 250
		SP:Iteration 13Q (36890.340000 sec): 3 clusters
  Score: Raw -2568049.267411 + Penalty 11285.847822 = -2556763.419589
  nChanged 230
		SP:Iteration 14Q (36890.420000 sec): 3 clusters
  Score: Raw -2568231.605005 + Penalty 11285.847822 = -2556945.757183
  nChanged 229
		SP:Iteration 15Q (36890.490000 sec): 3 clusters
  Score: Raw -2568388.722331 + Penalty 11285.847822 = -2557102.874508
  nChanged 192
		SP:Iteration 16Q (36890.570000 sec): 3 clusters
  Score: Raw -2568514.647993 + Penalty 11285.847822 = -2557228.800171
  nChanged 176
		SP:Iteration 17Q (36890.640000 sec): 3 clusters
  Score: Raw -2568609.619819 + Penalty 11285.847822 = -2557323.771997
  nChanged 134
		SP:Iteration 18Q (36890.710000 sec): 3 clusters
  Score: Raw -2568679.333561 + Penalty 11285.847822 = -2557393.485739
  nChanged 122
		SP:Iteration 19Q (36890.780000 sec): 3 clusters
  Score: Raw -2568739.869664 + Penalty 11285.847822 = -2557454.021842
  nChanged 101
		SP:Iteration 20F (36890.850000 sec): 3 clusters
  Score: Raw -2568787.504118 + Penalty 11285.847822 = -2557501.656296
  nChanged 81
		SP:Iteration 21Q (36890.930000 sec): 3 clusters
  Score: Raw -2568825.986821 + Penalty 11285.847822 = -2557540.138998
  nChanged 72
		SP:Iteration 22Q (36891.000000 sec): 3 clusters
  Score: Raw -2568860.890597 + Penalty 11285.847822 = -2557575.042775
  nChanged 58
		SP:Iteration 23Q (36891.070000 sec): 3 clusters
  Score: Raw -2568887.090325 + Penalty 11285.847822 = -2557601.242503
  nChanged 48
		SP:Iteration 24Q (36891.140000 sec): 3 clusters
  Score: Raw -2568909.406888 + Penalty 11285.847822 = -2557623.559066
  nChanged 49
		SP:Iteration 25Q (36891.210000 sec): 3 clusters
  Score: Raw -2568929.350690 + Penalty 11285.847822 = -2557643.502868
  nChanged 30
		SP:Iteration 26Q (36891.280000 sec): 3 clusters
  Score: Raw -2568940.045397 + Penalty 11285.847822 = -2557654.197575
  nChanged 20
		SP:Iteration 27Q (36891.350000 sec): 3 clusters
  Score: Raw -2568946.888243 + Penalty 11285.847822 = -2557661.040421
  nChanged 13
		SP:Iteration 28Q (36891.430000 sec): 3 clusters
  Score: Raw -2568950.872222 + Penalty 11285.847822 = -2557665.024400
  nChanged 10
		SP:Iteration 29Q (36891.490000 sec): 3 clusters
  Score: Raw -2568953.819450 + Penalty 11285.847822 = -2557667.971628
  nChanged 7
		SP:Iteration 30Q (36891.570000 sec): 3 clusters
  Score: Raw -2568955.913229 + Penalty 11285.847822 = -2557670.065407
  nChanged 3
		SP:Iteration 31Q (36891.640000 sec): 3 clusters
  Score: Raw -2568957.074377 + Penalty 11285.847822 = -2557671.226555
  nChanged 5
		SP:Iteration 32Q (36891.710000 sec): 3 clusters
  Score: Raw -2568958.181068 + Penalty 11285.847822 = -2557672.333246
  nChanged 4
		SP:Iteration 33Q (36891.780000 sec): 3 clusters
  Score: Raw -2568959.483997 + Penalty 11285.847822 = -2557673.636175
  nChanged 3
		SP:Iteration 34Q (36891.850000 sec): 3 clusters
  Score: Raw -2568960.254075 + Penalty 11285.847822 = -2557674.406252
  nChanged 5
		SP:Iteration 35Q (36891.920000 sec): 3 clusters
  Score: Raw -2568961.831001 + Penalty 11285.847822 = -2557675.983179
  nChanged 4
		SP:Iteration 36Q (36891.990000 sec): 3 clusters
  Score: Raw -2568962.978803 + Penalty 11285.847822 = -2557677.130981
  nChanged 1
		SP:Iteration 37Q (36892.060000 sec): 3 clusters
  Score: Raw -2568963.215534 + Penalty 11285.847822 = -2557677.367712
  nChanged 1
		SP:Iteration 38Q (36892.130000 sec): 3 clusters
  Score: Raw -2568963.539163 + Penalty 11285.847822 = -2557677.691340
  nChanged 0
		SP:Iteration 39F (36892.210000 sec): 3 clusters
  Score: Raw -2568963.539163 + Penalty 11285.847822 = -2557677.691340
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36892.310000 sec): 2 clusters
  Score: Raw -3679600.901646 + Penalty 5862.845656 = -3673738.055990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36892.410000 sec): 3 clusters
  Score: Raw -3672494.881297 + Penalty 11725.691311 = -3660769.189986
  nChanged 5590
		SP:Iteration 1F (36892.520000 sec): 3 clusters
  Score: Raw -3675794.856421 + Penalty 11725.691311 = -3664069.165109
  nChanged 1145
		SP:Iteration 2F (36892.630000 sec): 3 clusters
  Score: Raw -3676632.886099 + Penalty 11725.691311 = -3664907.194787
  nChanged 890
		SP:Iteration 3F (36892.740000 sec): 3 clusters
  Score: Raw -3677309.545777 + Penalty 11725.691311 = -3665583.854466
  nChanged 803
		SP:Iteration 4F (36892.850000 sec): 3 clusters
  Score: Raw -3677859.492581 + Penalty 11725.691311 = -3666133.801270
  nChanged 678
		SP:Iteration 5Q (36892.960000 sec): 3 clusters
  Score: Raw -3678392.775428 + Penalty 11725.691311 = -3666667.084117
  nChanged 713
		SP:Iteration 6Q (36893.070000 sec): 3 clusters
  Score: Raw -3679034.091859 + Penalty 11725.691311 = -3667308.400547
  nChanged 722
		SP:Iteration 7F (36893.170000 sec): 3 clusters
  Score: Raw -3679723.153834 + Penalty 11725.691311 = -3667997.462522
  nChanged 702
		SP:Iteration 8Q (36893.280000 sec): 3 clusters
  Score: Raw -3680416.296074 + Penalty 11725.691311 = -3668690.604763
  nChanged 633
		SP:Iteration 9Q (36893.390000 sec): 3 clusters
  Score: Raw -3681009.310121 + Penalty 11725.691311 = -3669283.618810
  nChanged 576
		SP:Iteration 10Q (36893.490000 sec): 3 clusters
  Score: Raw -3681477.246247 + Penalty 11725.691311 = -3669751.554935
  nChanged 440
		SP:Iteration 11Q (36893.590000 sec): 3 clusters
  Score: Raw -3681782.350831 + Penalty 11725.691311 = -3670056.659520
  nChanged 328
		SP:Iteration 12Q (36893.690000 sec): 3 clusters
  Score: Raw -3681984.357414 + Penalty 11725.691311 = -3670258.666103
  nChanged 242
		SP:Iteration 13Q (36893.800000 sec): 3 clusters
  Score: Raw -3682110.451396 + Penalty 11725.691311 = -3670384.760085
  nChanged 180
		SP:Iteration 14Q (36893.900000 sec): 3 clusters
  Score: Raw -3682207.888800 + Penalty 11725.691311 = -3670482.197488
  nChanged 147
		SP:Iteration 15Q (36894.000000 sec): 3 clusters
  Score: Raw -3682284.485985 + Penalty 11725.691311 = -3670558.794674
  nChanged 125
		SP:Iteration 16Q (36894.090000 sec): 3 clusters
  Score: Raw -3682342.725946 + Penalty 11725.691311 = -3670617.034635
  nChanged 103
		SP:Iteration 17Q (36894.190000 sec): 3 clusters
  Score: Raw -3682386.555675 + Penalty 11725.691311 = -3670660.864364
  nChanged 80
		SP:Iteration 18Q (36894.290000 sec): 3 clusters
  Score: Raw -3682420.014986 + Penalty 11725.691311 = -3670694.323675
  nChanged 61
		SP:Iteration 19Q (36894.390000 sec): 3 clusters
  Score: Raw -3682442.186829 + Penalty 11725.691311 = -3670716.495517
  nChanged 51
		SP:Iteration 20F (36894.500000 sec): 3 clusters
  Score: Raw -3682460.466255 + Penalty 11725.691311 = -3670734.774944
  nChanged 46
		SP:Iteration 21Q (36894.600000 sec): 3 clusters
  Score: Raw -3682476.730053 + Penalty 11725.691311 = -3670751.038742
  nChanged 39
		SP:Iteration 22Q (36894.690000 sec): 3 clusters
  Score: Raw -3682491.893147 + Penalty 11725.691311 = -3670766.201836
  nChanged 43
		SP:Iteration 23Q (36894.790000 sec): 3 clusters
  Score: Raw -3682508.203335 + Penalty 11725.691311 = -3670782.512024
  nChanged 32
		SP:Iteration 24Q (36894.890000 sec): 3 clusters
  Score: Raw -3682518.507966 + Penalty 11725.691311 = -3670792.816655
  nChanged 25
		SP:Iteration 25Q (36894.990000 sec): 3 clusters
  Score: Raw -3682527.102435 + Penalty 11725.691311 = -3670801.411124
  nChanged 29
		SP:Iteration 26Q (36895.090000 sec): 3 clusters
  Score: Raw -3682537.687841 + Penalty 11725.691311 = -3670811.996529
  nChanged 22
		SP:Iteration 27Q (36895.190000 sec): 3 clusters
  Score: Raw -3682545.055549 + Penalty 11725.691311 = -3670819.364237
  nChanged 24
		SP:Iteration 28Q (36895.280000 sec): 3 clusters
  Score: Raw -3682554.158399 + Penalty 11725.691311 = -3670828.467088
  nChanged 25
		SP:Iteration 29Q (36895.380000 sec): 3 clusters
  Score: Raw -3682562.537246 + Penalty 11725.691311 = -3670836.845934
  nChanged 19
		SP:Iteration 30Q (36895.480000 sec): 3 clusters
  Score: Raw -3682569.813787 + Penalty 11725.691311 = -3670844.122476
  nChanged 21
		SP:Iteration 31Q (36895.570000 sec): 3 clusters
  Score: Raw -3682577.659868 + Penalty 11725.691311 = -3670851.968557
  nChanged 25
		SP:Iteration 32Q (36895.670000 sec): 3 clusters
  Score: Raw -3682586.664360 + Penalty 11725.691311 = -3670860.973049
  nChanged 22
		SP:Iteration 33Q (36895.770000 sec): 3 clusters
  Score: Raw -3682592.917218 + Penalty 11725.691311 = -3670867.225907
  nChanged 12
		SP:Iteration 34Q (36895.870000 sec): 3 clusters
  Score: Raw -3682597.033021 + Penalty 11725.691311 = -3670871.341710
  nChanged 14
		SP:Iteration 35Q (36895.970000 sec): 3 clusters
  Score: Raw -3682601.994548 + Penalty 11725.691311 = -3670876.303237
  nChanged 12
		SP:Iteration 36Q (36896.060000 sec): 3 clusters
  Score: Raw -3682605.518722 + Penalty 11725.691311 = -3670879.827410
  nChanged 4
		SP:Iteration 37Q (36896.160000 sec): 3 clusters
  Score: Raw -3682606.557446 + Penalty 11725.691311 = -3670880.866135
  nChanged 3
		SP:Iteration 38Q (36896.250000 sec): 3 clusters
  Score: Raw -3682607.622012 + Penalty 11725.691311 = -3670881.930701
  nChanged 6
		SP:Iteration 39Q (36896.350000 sec): 3 clusters
  Score: Raw -3682610.066758 + Penalty 11725.691311 = -3670884.375447
  nChanged 11
		SP:Iteration 40F (36896.460000 sec): 3 clusters
  Score: Raw -3682613.650983 + Penalty 11725.691311 = -3670887.959671
  nChanged 6
		SP:Iteration 41Q (36896.550000 sec): 3 clusters
  Score: Raw -3682615.319817 + Penalty 11725.691311 = -3670889.628506
  nChanged 6
		SP:Iteration 42Q (36896.650000 sec): 3 clusters
  Score: Raw -3682617.641535 + Penalty 11725.691311 = -3670891.950224
  nChanged 10
		SP:Iteration 43Q (36896.750000 sec): 3 clusters
  Score: Raw -3682621.470202 + Penalty 11725.691311 = -3670895.778891
  nChanged 9
		SP:Iteration 44Q (36896.840000 sec): 3 clusters
  Score: Raw -3682624.810277 + Penalty 11725.691311 = -3670899.118965
  nChanged 7
		SP:Iteration 45Q (36896.930000 sec): 3 clusters
  Score: Raw -3682626.909965 + Penalty 11725.691311 = -3670901.218653
  nChanged 5
		SP:Iteration 46Q (36897.030000 sec): 3 clusters
  Score: Raw -3682628.185991 + Penalty 11725.691311 = -3670902.494680
  nChanged 3
		SP:Iteration 47Q (36897.130000 sec): 3 clusters
  Score: Raw -3682629.657958 + Penalty 11725.691311 = -3670903.966647
  nChanged 3
		SP:Iteration 48Q (36897.220000 sec): 3 clusters
  Score: Raw -3682630.396526 + Penalty 11725.691311 = -3670904.705215
  nChanged 2
		SP:Iteration 49Q (36897.320000 sec): 3 clusters
  Score: Raw -3682630.941914 + Penalty 11725.691311 = -3670905.250602
  nChanged 3
		SP:Iteration 50Q (36897.410000 sec): 3 clusters
  Score: Raw -3682632.184630 + Penalty 11725.691311 = -3670906.493318
  nChanged 5
		SP:Iteration 51Q (36897.510000 sec): 3 clusters
  Score: Raw -3682633.663528 + Penalty 11725.691311 = -3670907.972217
  nChanged 5
		SP:Iteration 52Q (36897.600000 sec): 3 clusters
  Score: Raw -3682635.169447 + Penalty 11725.691311 = -3670909.478136
  nChanged 4
		SP:Iteration 53Q (36897.700000 sec): 3 clusters
  Score: Raw -3682636.539777 + Penalty 11725.691311 = -3670910.848466
  nChanged 4
		SP:Iteration 54Q (36897.790000 sec): 3 clusters
  Score: Raw -3682637.432017 + Penalty 11725.691311 = -3670911.740705
  nChanged 3
		SP:Iteration 55Q (36897.890000 sec): 3 clusters
  Score: Raw -3682638.210963 + Penalty 11725.691311 = -3670912.519652
  nChanged 3
		SP:Iteration 56Q (36897.990000 sec): 3 clusters
  Score: Raw -3682639.183537 + Penalty 11725.691311 = -3670913.492226
  nChanged 2
		SP:Iteration 57Q (36898.080000 sec): 3 clusters
  Score: Raw -3682639.603387 + Penalty 11725.691311 = -3670913.912076
  nChanged 1
		SP:Iteration 58Q (36898.180000 sec): 3 clusters
  Score: Raw -3682639.939378 + Penalty 11725.691311 = -3670914.248067
  nChanged 0
		SP:Iteration 59F (36898.280000 sec): 3 clusters
  Score: Raw -3682639.939378 + Penalty 11725.691311 = -3670914.248067
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36898.690000 sec): 2 clusters
  Score: Raw -16632640.160237 + Penalty 6761.482284 = -16625878.677953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36899.160000 sec): 3 clusters
  Score: Raw -16595896.190126 + Penalty 13522.964568 = -16582373.225559
  nChanged 27830
		SP:Iteration 1F (36899.630000 sec): 3 clusters
  Score: Raw -16610821.515198 + Penalty 13522.964568 = -16597298.550631
  nChanged 3121
		SP:Iteration 2F (36900.110000 sec): 3 clusters
  Score: Raw -16611954.869821 + Penalty 13522.964568 = -16598431.905253
  nChanged 2906
		SP:Iteration 3Q (36900.580000 sec): 3 clusters
  Score: Raw -16613101.365718 + Penalty 13522.964568 = -16599578.401150
  nChanged 2894
		SP:Iteration 4Q (36901.050000 sec): 3 clusters
  Score: Raw -16614390.768114 + Penalty 13522.964568 = -16600867.803547
  nChanged 3154
		SP:Iteration 5F (36901.530000 sec): 3 clusters
  Score: Raw -16616075.775690 + Penalty 13522.964568 = -16602552.811122
  nChanged 3567
		SP:Iteration 6F (36901.990000 sec): 3 clusters
  Score: Raw -16618239.820841 + Penalty 13522.964568 = -16604716.856273
  nChanged 3975
		SP:Iteration 7F (36902.460000 sec): 3 clusters
  Score: Raw -16621043.844753 + Penalty 13522.964568 = -16607520.880186
  nChanged 4113
		SP:Iteration 8F (36902.930000 sec): 3 clusters
  Score: Raw -16624285.020039 + Penalty 13522.964568 = -16610762.055471
  nChanged 3775
		SP:Iteration 9F (36903.400000 sec): 3 clusters
  Score: Raw -16627442.341607 + Penalty 13522.964568 = -16613919.377040
  nChanged 3010
		SP:Iteration 10Q (36903.870000 sec): 3 clusters
  Score: Raw -16629889.295756 + Penalty 13522.964568 = -16616366.331189
  nChanged 2209
		SP:Iteration 11Q (36904.330000 sec): 3 clusters
  Score: Raw -16631541.021746 + Penalty 13522.964568 = -16618018.057178
  nChanged 1508
		SP:Iteration 12Q (36904.770000 sec): 3 clusters
  Score: Raw -16632516.493048 + Penalty 13522.964568 = -16618993.528480
  nChanged 1023
		SP:Iteration 13Q (36905.200000 sec): 3 clusters
  Score: Raw -16632977.376990 + Penalty 13522.964568 = -16619454.412422
  nChanged 706
		SP:Iteration 14Q (36905.620000 sec): 3 clusters
  Score: Raw -16633251.727198 + Penalty 13522.964568 = -16619728.762630
  nChanged 541
		SP:Iteration 15Q (36906.030000 sec): 3 clusters
  Score: Raw -16633411.675994 + Penalty 13522.964568 = -16619888.711427
  nChanged 401
		SP:Iteration 16Q (36906.430000 sec): 3 clusters
  Score: Raw -16633514.554122 + Penalty 13522.964568 = -16619991.589554
  nChanged 298
		SP:Iteration 17Q (36906.840000 sec): 3 clusters
  Score: Raw -16633579.720291 + Penalty 13522.964568 = -16620056.755723
  nChanged 195
		SP:Iteration 18Q (36907.240000 sec): 3 clusters
  Score: Raw -16633619.997662 + Penalty 13522.964568 = -16620097.033094
  nChanged 166
		SP:Iteration 19Q (36907.630000 sec): 3 clusters
  Score: Raw -16633655.715311 + Penalty 13522.964568 = -16620132.750743
  nChanged 162
		SP:Iteration 20F (36908.100000 sec): 3 clusters
  Score: Raw -16633686.002967 + Penalty 13522.964568 = -16620163.038399
  nChanged 135
		SP:Iteration 21Q (36908.490000 sec): 3 clusters
  Score: Raw -16633709.834990 + Penalty 13522.964568 = -16620186.870422
  nChanged 121
		SP:Iteration 22Q (36908.890000 sec): 3 clusters
  Score: Raw -16633729.289539 + Penalty 13522.964568 = -16620206.324972
  nChanged 110
		SP:Iteration 23Q (36909.280000 sec): 3 clusters
  Score: Raw -16633746.461301 + Penalty 13522.964568 = -16620223.496733
  nChanged 92
		SP:Iteration 24Q (36909.680000 sec): 3 clusters
  Score: Raw -16633760.941197 + Penalty 13522.964568 = -16620237.976629
  nChanged 88
		SP:Iteration 25Q (36910.070000 sec): 3 clusters
  Score: Raw -16633775.753835 + Penalty 13522.964568 = -16620252.789267
  nChanged 77
		SP:Iteration 26Q (36910.460000 sec): 3 clusters
  Score: Raw -16633789.147805 + Penalty 13522.964568 = -16620266.183237
  nChanged 87
		SP:Iteration 27Q (36910.850000 sec): 3 clusters
  Score: Raw -16633805.365303 + Penalty 13522.964568 = -16620282.400735
  nChanged 93
		SP:Iteration 28Q (36911.240000 sec): 3 clusters
  Score: Raw -16633821.787722 + Penalty 13522.964568 = -16620298.823155
  nChanged 92
		SP:Iteration 29Q (36911.630000 sec): 3 clusters
  Score: Raw -16633837.192443 + Penalty 13522.964568 = -16620314.227875
  nChanged 74
		SP:Iteration 30Q (36912.020000 sec): 3 clusters
  Score: Raw -16633848.661868 + Penalty 13522.964568 = -16620325.697301
  nChanged 50
		SP:Iteration 31Q (36912.410000 sec): 3 clusters
  Score: Raw -16633856.760283 + Penalty 13522.964568 = -16620333.795716
  nChanged 61
		SP:Iteration 32Q (36912.790000 sec): 3 clusters
  Score: Raw -16633865.560448 + Penalty 13522.964568 = -16620342.595880
  nChanged 61
		SP:Iteration 33Q (36913.180000 sec): 3 clusters
  Score: Raw -16633875.291672 + Penalty 13522.964568 = -16620352.327104
  nChanged 56
		SP:Iteration 34Q (36913.570000 sec): 3 clusters
  Score: Raw -16633884.446547 + Penalty 13522.964568 = -16620361.481979
  nChanged 53
		SP:Iteration 35Q (36913.960000 sec): 3 clusters
  Score: Raw -16633893.768404 + Penalty 13522.964568 = -16620370.803836
  nChanged 57
		SP:Iteration 36Q (36914.340000 sec): 3 clusters
  Score: Raw -16633903.170522 + Penalty 13522.964568 = -16620380.205954
  nChanged 51
		SP:Iteration 37Q (36914.730000 sec): 3 clusters
  Score: Raw -16633910.590297 + Penalty 13522.964568 = -16620387.625729
  nChanged 50
		SP:Iteration 38Q (36915.110000 sec): 3 clusters
  Score: Raw -16633918.360464 + Penalty 13522.964568 = -16620395.395897
  nChanged 47
		SP:Iteration 39Q (36915.500000 sec): 3 clusters
  Score: Raw -16633924.842681 + Penalty 13522.964568 = -16620401.878114
  nChanged 41
		SP:Iteration 40F (36915.970000 sec): 3 clusters
  Score: Raw -16633931.472961 + Penalty 13522.964568 = -16620408.508393
  nChanged 36
		SP:Iteration 41Q (36916.350000 sec): 3 clusters
  Score: Raw -16633937.124218 + Penalty 13522.964568 = -16620414.159651
  nChanged 36
		SP:Iteration 42Q (36916.740000 sec): 3 clusters
  Score: Raw -16633942.156746 + Penalty 13522.964568 = -16620419.192178
  nChanged 31
		SP:Iteration 43Q (36917.120000 sec): 3 clusters
  Score: Raw -16633945.905955 + Penalty 13522.964568 = -16620422.941387
  nChanged 21
		SP:Iteration 44Q (36917.510000 sec): 3 clusters
  Score: Raw -16633949.497899 + Penalty 13522.964568 = -16620426.533332
  nChanged 30
		SP:Iteration 45Q (36917.890000 sec): 3 clusters
  Score: Raw -16633953.574618 + Penalty 13522.964568 = -16620430.610050
  nChanged 19
		SP:Iteration 46Q (36918.280000 sec): 3 clusters
  Score: Raw -16633955.942820 + Penalty 13522.964568 = -16620432.978252
  nChanged 22
		SP:Iteration 47Q (36918.670000 sec): 3 clusters
  Score: Raw -16633958.533098 + Penalty 13522.964568 = -16620435.568531
  nChanged 16
		SP:Iteration 48Q (36919.050000 sec): 3 clusters
  Score: Raw -16633960.806051 + Penalty 13522.964568 = -16620437.841483
  nChanged 19
		SP:Iteration 49Q (36919.430000 sec): 3 clusters
  Score: Raw -16633963.068531 + Penalty 13522.964568 = -16620440.103963
  nChanged 21
		SP:Iteration 50Q (36919.810000 sec): 3 clusters
  Score: Raw -16633965.942803 + Penalty 13522.964568 = -16620442.978236
  nChanged 27
		SP:Iteration 51Q (36920.200000 sec): 3 clusters
  Score: Raw -16633969.403408 + Penalty 13522.964568 = -16620446.438840
  nChanged 21
		SP:Iteration 52Q (36920.600000 sec): 3 clusters
  Score: Raw -16633971.521921 + Penalty 13522.964568 = -16620448.557353
  nChanged 22
		SP:Iteration 53Q (36920.990000 sec): 3 clusters
  Score: Raw -16633974.495806 + Penalty 13522.964568 = -16620451.531238
  nChanged 26
		SP:Iteration 54Q (36921.370000 sec): 3 clusters
  Score: Raw -16633978.123943 + Penalty 13522.964568 = -16620455.159375
  nChanged 30
		SP:Iteration 55Q (36921.760000 sec): 3 clusters
  Score: Raw -16633982.015870 + Penalty 13522.964568 = -16620459.051302
  nChanged 31
		SP:Iteration 56Q (36922.140000 sec): 3 clusters
  Score: Raw -16633985.906083 + Penalty 13522.964568 = -16620462.941515
  nChanged 27
		SP:Iteration 57Q (36922.530000 sec): 3 clusters
  Score: Raw -16633989.656067 + Penalty 13522.964568 = -16620466.691500
  nChanged 16
		SP:Iteration 58Q (36922.910000 sec): 3 clusters
  Score: Raw -16633991.494798 + Penalty 13522.964568 = -16620468.530230
  nChanged 10
		SP:Iteration 59Q (36923.300000 sec): 3 clusters
  Score: Raw -16633992.697456 + Penalty 13522.964568 = -16620469.732889
  nChanged 10
		SP:Iteration 60F (36923.760000 sec): 3 clusters
  Score: Raw -16633994.001480 + Penalty 13522.964568 = -16620471.036912
  nChanged 13
		SP:Iteration 61Q (36924.140000 sec): 3 clusters
  Score: Raw -16633995.751768 + Penalty 13522.964568 = -16620472.787200
  nChanged 11
		SP:Iteration 62Q (36924.520000 sec): 3 clusters
  Score: Raw -16633997.284102 + Penalty 13522.964568 = -16620474.319535
  nChanged 13
		SP:Iteration 63Q (36924.920000 sec): 3 clusters
  Score: Raw -16633998.707209 + Penalty 13522.964568 = -16620475.742642
  nChanged 10
		SP:Iteration 64Q (36925.300000 sec): 3 clusters
  Score: Raw -16634000.215311 + Penalty 13522.964568 = -16620477.250744
  nChanged 20
		SP:Iteration 65Q (36925.690000 sec): 3 clusters
  Score: Raw -16634002.931108 + Penalty 13522.964568 = -16620479.966540
  nChanged 20
		SP:Iteration 66Q (36926.080000 sec): 3 clusters
  Score: Raw -16634006.079065 + Penalty 13522.964568 = -16620483.114498
  nChanged 24
		SP:Iteration 67Q (36926.460000 sec): 3 clusters
  Score: Raw -16634009.673488 + Penalty 13522.964568 = -16620486.708920
  nChanged 15
		SP:Iteration 68Q (36926.850000 sec): 3 clusters
  Score: Raw -16634011.383263 + Penalty 13522.964568 = -16620488.418696
  nChanged 10
		SP:Iteration 69Q (36927.240000 sec): 3 clusters
  Score: Raw -16634012.620618 + Penalty 13522.964568 = -16620489.656051
  nChanged 8
		SP:Iteration 70Q (36927.620000 sec): 3 clusters
  Score: Raw -16634013.707285 + Penalty 13522.964568 = -16620490.742717
  nChanged 17
		SP:Iteration 71Q (36928.000000 sec): 3 clusters
  Score: Raw -16634016.189069 + Penalty 13522.964568 = -16620493.224501
  nChanged 16
		SP:Iteration 72Q (36928.390000 sec): 3 clusters
  Score: Raw -16634019.198647 + Penalty 13522.964568 = -16620496.234079
  nChanged 17
		SP:Iteration 73Q (36928.770000 sec): 3 clusters
  Score: Raw -16634022.349512 + Penalty 13522.964568 = -16620499.384945
  nChanged 18
		SP:Iteration 74Q (36929.160000 sec): 3 clusters
  Score: Raw -16634025.124161 + Penalty 13522.964568 = -16620502.159594
  nChanged 14
		SP:Iteration 75Q (36929.540000 sec): 3 clusters
  Score: Raw -16634027.751395 + Penalty 13522.964568 = -16620504.786827
  nChanged 16
		SP:Iteration 76Q (36929.920000 sec): 3 clusters
  Score: Raw -16634030.365417 + Penalty 13522.964568 = -16620507.400849
  nChanged 26
		SP:Iteration 77Q (36930.300000 sec): 3 clusters
  Score: Raw -16634034.148839 + Penalty 13522.964568 = -16620511.184272
  nChanged 17
		SP:Iteration 78Q (36930.680000 sec): 3 clusters
  Score: Raw -16634036.534029 + Penalty 13522.964568 = -16620513.569461
  nChanged 15
		SP:Iteration 79Q (36931.060000 sec): 3 clusters
  Score: Raw -16634038.887604 + Penalty 13522.964568 = -16620515.923036
  nChanged 20
		SP:Iteration 80F (36931.530000 sec): 3 clusters
  Score: Raw -16634041.632200 + Penalty 13522.964568 = -16620518.667633
  nChanged 20
		SP:Iteration 81Q (36931.910000 sec): 3 clusters
  Score: Raw -16634045.416019 + Penalty 13522.964568 = -16620522.451451
  nChanged 23
		SP:Iteration 82Q (36932.290000 sec): 3 clusters
  Score: Raw -16634048.754494 + Penalty 13522.964568 = -16620525.789926
  nChanged 13
		SP:Iteration 83Q (36932.670000 sec): 3 clusters
  Score: Raw -16634050.443883 + Penalty 13522.964568 = -16620527.479315
  nChanged 12
		SP:Iteration 84Q (36933.050000 sec): 3 clusters
  Score: Raw -16634052.055475 + Penalty 13522.964568 = -16620529.090907
  nChanged 16
		SP:Iteration 85Q (36933.430000 sec): 3 clusters
  Score: Raw -16634054.134843 + Penalty 13522.964568 = -16620531.170275
  nChanged 13
		SP:Iteration 86Q (36933.810000 sec): 3 clusters
  Score: Raw -16634055.986602 + Penalty 13522.964568 = -16620533.022034
  nChanged 20
		SP:Iteration 87Q (36934.190000 sec): 3 clusters
  Score: Raw -16634058.372700 + Penalty 13522.964568 = -16620535.408132
  nChanged 19
		SP:Iteration 88Q (36934.570000 sec): 3 clusters
  Score: Raw -16634060.849292 + Penalty 13522.964568 = -16620537.884725
  nChanged 13
		SP:Iteration 89Q (36934.950000 sec): 3 clusters
  Score: Raw -16634062.471456 + Penalty 13522.964568 = -16620539.506889
  nChanged 8
		SP:Iteration 90Q (36935.330000 sec): 3 clusters
  Score: Raw -16634063.811260 + Penalty 13522.964568 = -16620540.846693
  nChanged 10
		SP:Iteration 91Q (36935.710000 sec): 3 clusters
  Score: Raw -16634065.232594 + Penalty 13522.964568 = -16620542.268027
  nChanged 11
		SP:Iteration 92Q (36936.090000 sec): 3 clusters
  Score: Raw -16634066.752826 + Penalty 13522.964568 = -16620543.788259
  nChanged 10
		SP:Iteration 93Q (36936.460000 sec): 3 clusters
  Score: Raw -16634068.355232 + Penalty 13522.964568 = -16620545.390664
  nChanged 16
		SP:Iteration 94Q (36936.840000 sec): 3 clusters
  Score: Raw -16634070.855556 + Penalty 13522.964568 = -16620547.890988
  nChanged 24
		SP:Iteration 95Q (36937.220000 sec): 3 clusters
  Score: Raw -16634074.899977 + Penalty 13522.964568 = -16620551.935410
  nChanged 18
		SP:Iteration 96Q (36937.600000 sec): 3 clusters
  Score: Raw -16634077.866074 + Penalty 13522.964568 = -16620554.901506
  nChanged 14
		SP:Iteration 97Q (36937.980000 sec): 3 clusters
  Score: Raw -16634080.001437 + Penalty 13522.964568 = -16620557.036869
  nChanged 13
		SP:Iteration 98Q (36938.360000 sec): 3 clusters
  Score: Raw -16634082.240646 + Penalty 13522.964568 = -16620559.276078
  nChanged 16
		SP:Iteration 99Q (36938.740000 sec): 3 clusters
  Score: Raw -16634084.776288 + Penalty 13522.964568 = -16620561.811720
  nChanged 13
		SP:Iteration 100F (36939.210000 sec): 3 clusters
  Score: Raw -16634086.728272 + Penalty 13522.964568 = -16620563.763704
  nChanged 16
		SP:Iteration 101Q (36939.580000 sec): 3 clusters
  Score: Raw -16634089.212035 + Penalty 13522.964568 = -16620566.247467
  nChanged 16
		SP:Iteration 102Q (36939.960000 sec): 3 clusters
  Score: Raw -16634092.057576 + Penalty 13522.964568 = -16620569.093008
  nChanged 18
		SP:Iteration 103Q (36940.340000 sec): 3 clusters
  Score: Raw -16634095.363421 + Penalty 13522.964568 = -16620572.398854
  nChanged 22
		SP:Iteration 104Q (36940.720000 sec): 3 clusters
  Score: Raw -16634099.688477 + Penalty 13522.964568 = -16620576.723909
  nChanged 25
		SP:Iteration 105Q (36941.100000 sec): 3 clusters
  Score: Raw -16634104.278102 + Penalty 13522.964568 = -16620581.313534
  nChanged 33
		SP:Iteration 106Q (36941.480000 sec): 3 clusters
  Score: Raw -16634110.089386 + Penalty 13522.964568 = -16620587.124818
  nChanged 29
		SP:Iteration 107Q (36941.850000 sec): 3 clusters
  Score: Raw -16634114.558495 + Penalty 13522.964568 = -16620591.593928
  nChanged 29
		SP:Iteration 108Q (36942.230000 sec): 3 clusters
  Score: Raw -16634119.716990 + Penalty 13522.964568 = -16620596.752422
  nChanged 32
		SP:Iteration 109Q (36942.610000 sec): 3 clusters
  Score: Raw -16634125.814430 + Penalty 13522.964568 = -16620602.849863
  nChanged 33
		SP:Iteration 110Q (36942.980000 sec): 3 clusters
  Score: Raw -16634132.694279 + Penalty 13522.964568 = -16620609.729711
  nChanged 40
		SP:Iteration 111Q (36943.360000 sec): 3 clusters
  Score: Raw -16634140.541655 + Penalty 13522.964568 = -16620617.577088
  nChanged 40
		SP:Iteration 112Q (36943.730000 sec): 3 clusters
  Score: Raw -16634148.538318 + Penalty 13522.964568 = -16620625.573751
  nChanged 43
		SP:Iteration 113Q (36944.110000 sec): 3 clusters
  Score: Raw -16634157.517782 + Penalty 13522.964568 = -16620634.553214
  nChanged 45
		SP:Iteration 114Q (36944.490000 sec): 3 clusters
  Score: Raw -16634166.902568 + Penalty 13522.964568 = -16620643.938001
  nChanged 36
		SP:Iteration 115Q (36944.860000 sec): 3 clusters
  Score: Raw -16634172.999075 + Penalty 13522.964568 = -16620650.034508
  nChanged 36
		SP:Iteration 116Q (36945.230000 sec): 3 clusters
  Score: Raw -16634179.255790 + Penalty 13522.964568 = -16620656.291222
  nChanged 23
		SP:Iteration 117Q (36945.610000 sec): 3 clusters
  Score: Raw -16634183.679988 + Penalty 13522.964568 = -16620660.715420
  nChanged 32
		SP:Iteration 118Q (36945.980000 sec): 3 clusters
  Score: Raw -16634189.703660 + Penalty 13522.964568 = -16620666.739092
  nChanged 36
		SP:Iteration 119Q (36946.350000 sec): 3 clusters
  Score: Raw -16634196.190994 + Penalty 13522.964568 = -16620673.226426
  nChanged 23
		SP:Iteration 120F (36946.820000 sec): 3 clusters
  Score: Raw -16634200.112417 + Penalty 13522.964568 = -16620677.147850
  nChanged 22
		SP:Iteration 121Q (36947.190000 sec): 3 clusters
  Score: Raw -16634203.720613 + Penalty 13522.964568 = -16620680.756045
  nChanged 19
		SP:Iteration 122Q (36947.570000 sec): 3 clusters
  Score: Raw -16634207.374756 + Penalty 13522.964568 = -16620684.410188
  nChanged 19
		SP:Iteration 123Q (36947.940000 sec): 3 clusters
  Score: Raw -16634210.574062 + Penalty 13522.964568 = -16620687.609494
  nChanged 19
		SP:Iteration 124Q (36948.310000 sec): 3 clusters
  Score: Raw -16634213.759545 + Penalty 13522.964568 = -16620690.794977
  nChanged 13
		SP:Iteration 125Q (36948.690000 sec): 3 clusters
  Score: Raw -16634215.977779 + Penalty 13522.964568 = -16620693.013211
  nChanged 15
		SP:Iteration 126Q (36949.060000 sec): 3 clusters
  Score: Raw -16634219.553367 + Penalty 13522.964568 = -16620696.588800
  nChanged 20
		SP:Iteration 127Q (36949.430000 sec): 3 clusters
  Score: Raw -16634224.677607 + Penalty 13522.964568 = -16620701.713039
  nChanged 22
		SP:Iteration 128Q (36949.800000 sec): 3 clusters
  Score: Raw -16634228.762420 + Penalty 13522.964568 = -16620705.797852
  nChanged 15
		SP:Iteration 129Q (36950.170000 sec): 3 clusters
  Score: Raw -16634231.851288 + Penalty 13522.964568 = -16620708.886720
  nChanged 17
		SP:Iteration 130Q (36950.550000 sec): 3 clusters
  Score: Raw -16634235.200717 + Penalty 13522.964568 = -16620712.236149
  nChanged 20
		SP:Iteration 131Q (36950.910000 sec): 3 clusters
  Score: Raw -16634239.369710 + Penalty 13522.964568 = -16620716.405142
  nChanged 18
		SP:Iteration 132Q (36951.290000 sec): 3 clusters
  Score: Raw -16634242.422504 + Penalty 13522.964568 = -16620719.457936
  nChanged 18
		SP:Iteration 133Q (36951.660000 sec): 3 clusters
  Score: Raw -16634245.754919 + Penalty 13522.964568 = -16620722.790351
  nChanged 20
		SP:Iteration 134Q (36952.030000 sec): 3 clusters
  Score: Raw -16634249.683392 + Penalty 13522.964568 = -16620726.718825
  nChanged 18
		SP:Iteration 135Q (36952.400000 sec): 3 clusters
  Score: Raw -16634252.949592 + Penalty 13522.964568 = -16620729.985024
  nChanged 10
		SP:Iteration 136Q (36952.770000 sec): 3 clusters
  Score: Raw -16634254.381143 + Penalty 13522.964568 = -16620731.416575
  nChanged 5
		SP:Iteration 137Q (36953.140000 sec): 3 clusters
  Score: Raw -16634255.141266 + Penalty 13522.964568 = -16620732.176698
  nChanged 9
		SP:Iteration 138Q (36953.510000 sec): 3 clusters
  Score: Raw -16634256.638721 + Penalty 13522.964568 = -16620733.674153
  nChanged 10
		SP:Iteration 139Q (36953.890000 sec): 3 clusters
  Score: Raw -16634258.768771 + Penalty 13522.964568 = -16620735.804203
  nChanged 10
		SP:Iteration 140F (36954.360000 sec): 3 clusters
  Score: Raw -16634260.569193 + Penalty 13522.964568 = -16620737.604625
  nChanged 11
		SP:Iteration 141Q (36954.730000 sec): 3 clusters
  Score: Raw -16634262.198748 + Penalty 13522.964568 = -16620739.234180
  nChanged 10
		SP:Iteration 142Q (36955.100000 sec): 3 clusters
  Score: Raw -16634264.038529 + Penalty 13522.964568 = -16620741.073961
  nChanged 12
		SP:Iteration 143Q (36955.480000 sec): 3 clusters
  Score: Raw -16634266.759502 + Penalty 13522.964568 = -16620743.794934
  nChanged 10
		SP:Iteration 144Q (36955.850000 sec): 3 clusters
  Score: Raw -16634268.673686 + Penalty 13522.964568 = -16620745.709118
  nChanged 11
		SP:Iteration 145Q (36956.220000 sec): 3 clusters
  Score: Raw -16634270.895072 + Penalty 13522.964568 = -16620747.930504
  nChanged 15
		SP:Iteration 146Q (36956.590000 sec): 3 clusters
  Score: Raw -16634274.256992 + Penalty 13522.964568 = -16620751.292424
  nChanged 11
		SP:Iteration 147Q (36956.960000 sec): 3 clusters
  Score: Raw -16634276.065122 + Penalty 13522.964568 = -16620753.100554
  nChanged 13
		SP:Iteration 148Q (36957.340000 sec): 3 clusters
  Score: Raw -16634278.549990 + Penalty 13522.964568 = -16620755.585422
  nChanged 17
		SP:Iteration 149Q (36957.710000 sec): 3 clusters
  Score: Raw -16634281.920062 + Penalty 13522.964568 = -16620758.955494
  nChanged 13
		SP:Iteration 150Q (36958.080000 sec): 3 clusters
  Score: Raw -16634284.662419 + Penalty 13522.964568 = -16620761.697852
  nChanged 11
		SP:Iteration 151Q (36958.450000 sec): 3 clusters
  Score: Raw -16634286.148585 + Penalty 13522.964568 = -16620763.184018
  nChanged 7
		SP:Iteration 152Q (36958.820000 sec): 3 clusters
  Score: Raw -16634287.667477 + Penalty 13522.964568 = -16620764.702909
  nChanged 10
		SP:Iteration 153Q (36959.190000 sec): 3 clusters
  Score: Raw -16634289.741477 + Penalty 13522.964568 = -16620766.776909
  nChanged 4
		SP:Iteration 154Q (36959.560000 sec): 3 clusters
  Score: Raw -16634290.332480 + Penalty 13522.964568 = -16620767.367913
  nChanged 6
		SP:Iteration 155Q (36959.930000 sec): 3 clusters
  Score: Raw -16634291.275447 + Penalty 13522.964568 = -16620768.310879
  nChanged 4
		SP:Iteration 156Q (36960.300000 sec): 3 clusters
  Score: Raw -16634291.779067 + Penalty 13522.964568 = -16620768.814499
  nChanged 2
		SP:Iteration 157Q (36960.680000 sec): 3 clusters
  Score: Raw -16634291.922288 + Penalty 13522.964568 = -16620768.957720
  nChanged 0
		SP:Iteration 158F (36961.140000 sec): 3 clusters
  Score: Raw -16634291.922288 + Penalty 13522.964568 = -16620768.957720
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (16808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36961.280000 sec): 2 clusters
  Score: Raw -4453515.218485 + Penalty 5959.386274 = -4447555.832212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36961.410000 sec): 3 clusters
  Score: Raw -4444949.077988 + Penalty 11918.772547 = -4433030.305441
  nChanged 6734
		SP:Iteration 1F (36961.540000 sec): 3 clusters
  Score: Raw -4448565.369418 + Penalty 11918.772547 = -4436646.596871
  nChanged 1184
		SP:Iteration 2F (36961.670000 sec): 3 clusters
  Score: Raw -4449201.042363 + Penalty 11918.772547 = -4437282.269816
  nChanged 933
		SP:Iteration 3F (36961.800000 sec): 3 clusters
  Score: Raw -4449700.380880 + Penalty 11918.772547 = -4437781.608333
  nChanged 787
		SP:Iteration 4Q (36961.920000 sec): 3 clusters
  Score: Raw -4450160.584378 + Penalty 11918.772547 = -4438241.811831
  nChanged 768
		SP:Iteration 5Q (36962.060000 sec): 3 clusters
  Score: Raw -4450581.207366 + Penalty 11918.772547 = -4438662.434819
  nChanged 688
		SP:Iteration 6Q (36962.180000 sec): 3 clusters
  Score: Raw -4450955.016781 + Penalty 11918.772547 = -4439036.244233
  nChanged 639
		SP:Iteration 7Q (36962.310000 sec): 3 clusters
  Score: Raw -4451289.364538 + Penalty 11918.772547 = -4439370.591991
  nChanged 579
		SP:Iteration 8Q (36962.440000 sec): 3 clusters
  Score: Raw -4451596.915250 + Penalty 11918.772547 = -4439678.142703
  nChanged 589
		SP:Iteration 9Q (36962.570000 sec): 3 clusters
  Score: Raw -4451919.219439 + Penalty 11918.772547 = -4440000.446891
  nChanged 601
		SP:Iteration 10Q (36962.700000 sec): 3 clusters
  Score: Raw -4452267.850327 + Penalty 11918.772547 = -4440349.077780
  nChanged 554
		SP:Iteration 11Q (36962.820000 sec): 3 clusters
  Score: Raw -4452578.977675 + Penalty 11918.772547 = -4440660.205128
  nChanged 501
		SP:Iteration 12Q (36962.950000 sec): 3 clusters
  Score: Raw -4452852.072591 + Penalty 11918.772547 = -4440933.300044
  nChanged 436
		SP:Iteration 13Q (36963.080000 sec): 3 clusters
  Score: Raw -4453074.209163 + Penalty 11918.772547 = -4441155.436616
  nChanged 372
		SP:Iteration 14Q (36963.210000 sec): 3 clusters
  Score: Raw -4453259.377535 + Penalty 11918.772547 = -4441340.604988
  nChanged 344
		SP:Iteration 15Q (36963.340000 sec): 3 clusters
  Score: Raw -4453437.502488 + Penalty 11918.772547 = -4441518.729941
  nChanged 308
		SP:Iteration 16Q (36963.460000 sec): 3 clusters
  Score: Raw -4453590.659376 + Penalty 11918.772547 = -4441671.886829
  nChanged 279
		SP:Iteration 17Q (36963.590000 sec): 3 clusters
  Score: Raw -4453729.494905 + Penalty 11918.772547 = -4441810.722358
  nChanged 228
		SP:Iteration 18Q (36963.710000 sec): 3 clusters
  Score: Raw -4453833.443068 + Penalty 11918.772547 = -4441914.670521
  nChanged 207
		SP:Iteration 19Q (36963.840000 sec): 3 clusters
  Score: Raw -4453928.740950 + Penalty 11918.772547 = -4442009.968403
  nChanged 167
		SP:Iteration 20F (36963.960000 sec): 3 clusters
  Score: Raw -4454002.046636 + Penalty 11918.772547 = -4442083.274089
  nChanged 163
		SP:Iteration 21Q (36964.090000 sec): 3 clusters
  Score: Raw -4454076.235091 + Penalty 11918.772547 = -4442157.462544
  nChanged 147
		SP:Iteration 22Q (36964.220000 sec): 3 clusters
  Score: Raw -4454143.487960 + Penalty 11918.772547 = -4442224.715413
  nChanged 121
		SP:Iteration 23Q (36964.340000 sec): 3 clusters
  Score: Raw -4454193.455964 + Penalty 11918.772547 = -4442274.683417
  nChanged 94
		SP:Iteration 24Q (36964.470000 sec): 3 clusters
  Score: Raw -4454236.644677 + Penalty 11918.772547 = -4442317.872130
  nChanged 96
		SP:Iteration 25Q (36964.590000 sec): 3 clusters
  Score: Raw -4454280.360951 + Penalty 11918.772547 = -4442361.588403
  nChanged 73
		SP:Iteration 26Q (36964.720000 sec): 3 clusters
  Score: Raw -4454311.294787 + Penalty 11918.772547 = -4442392.522240
  nChanged 75
		SP:Iteration 27Q (36964.840000 sec): 3 clusters
  Score: Raw -4454346.021932 + Penalty 11918.772547 = -4442427.249385
  nChanged 71
		SP:Iteration 28Q (36964.960000 sec): 3 clusters
  Score: Raw -4454375.195375 + Penalty 11918.772547 = -4442456.422828
  nChanged 54
		SP:Iteration 29Q (36965.090000 sec): 3 clusters
  Score: Raw -4454397.984117 + Penalty 11918.772547 = -4442479.211570
  nChanged 48
		SP:Iteration 30Q (36965.220000 sec): 3 clusters
  Score: Raw -4454419.531150 + Penalty 11918.772547 = -4442500.758603
  nChanged 46
		SP:Iteration 31Q (36965.340000 sec): 3 clusters
  Score: Raw -4454438.595602 + Penalty 11918.772547 = -4442519.823055
  nChanged 40
		SP:Iteration 32Q (36965.460000 sec): 3 clusters
  Score: Raw -4454455.837785 + Penalty 11918.772547 = -4442537.065237
  nChanged 39
		SP:Iteration 33Q (36965.580000 sec): 3 clusters
  Score: Raw -4454471.418068 + Penalty 11918.772547 = -4442552.645521
  nChanged 29
		SP:Iteration 34Q (36965.720000 sec): 3 clusters
  Score: Raw -4454481.322571 + Penalty 11918.772547 = -4442562.550024
  nChanged 21
		SP:Iteration 35Q (36965.840000 sec): 3 clusters
  Score: Raw -4454489.235360 + Penalty 11918.772547 = -4442570.462813
  nChanged 19
		SP:Iteration 36Q (36965.960000 sec): 3 clusters
  Score: Raw -4454496.172076 + Penalty 11918.772547 = -4442577.399529
  nChanged 11
		SP:Iteration 37Q (36966.080000 sec): 3 clusters
  Score: Raw -4454499.732523 + Penalty 11918.772547 = -4442580.959976
  nChanged 10
		SP:Iteration 38Q (36966.210000 sec): 3 clusters
  Score: Raw -4454503.652007 + Penalty 11918.772547 = -4442584.879460
  nChanged 9
		SP:Iteration 39Q (36966.330000 sec): 3 clusters
  Score: Raw -4454507.835883 + Penalty 11918.772547 = -4442589.063336
  nChanged 10
		SP:Iteration 40F (36966.460000 sec): 3 clusters
  Score: Raw -4454512.069423 + Penalty 11918.772547 = -4442593.296875
  nChanged 12
		SP:Iteration 41Q (36966.580000 sec): 3 clusters
  Score: Raw -4454515.831974 + Penalty 11918.772547 = -4442597.059427
  nChanged 7
		SP:Iteration 42Q (36966.700000 sec): 3 clusters
  Score: Raw -4454518.158112 + Penalty 11918.772547 = -4442599.385565
  nChanged 6
		SP:Iteration 43Q (36966.820000 sec): 3 clusters
  Score: Raw -4454520.724125 + Penalty 11918.772547 = -4442601.951578
  nChanged 8
		SP:Iteration 44Q (36966.950000 sec): 3 clusters
  Score: Raw -4454523.985862 + Penalty 11918.772547 = -4442605.213315
  nChanged 6
		SP:Iteration 45Q (36967.070000 sec): 3 clusters
  Score: Raw -4454526.233735 + Penalty 11918.772547 = -4442607.461188
  nChanged 5
		SP:Iteration 46Q (36967.190000 sec): 3 clusters
  Score: Raw -4454528.733349 + Penalty 11918.772547 = -4442609.960801
  nChanged 9
		SP:Iteration 47Q (36967.310000 sec): 3 clusters
  Score: Raw -4454533.389653 + Penalty 11918.772547 = -4442614.617106
  nChanged 13
		SP:Iteration 48Q (36967.440000 sec): 3 clusters
  Score: Raw -4454539.732372 + Penalty 11918.772547 = -4442620.959825
  nChanged 10
		SP:Iteration 49Q (36967.560000 sec): 3 clusters
  Score: Raw -4454543.656257 + Penalty 11918.772547 = -4442624.883709
  nChanged 6
		SP:Iteration 50Q (36967.680000 sec): 3 clusters
  Score: Raw -4454546.108427 + Penalty 11918.772547 = -4442627.335880
  nChanged 6
		SP:Iteration 51Q (36967.800000 sec): 3 clusters
  Score: Raw -4454548.705561 + Penalty 11918.772547 = -4442629.933014
  nChanged 6
		SP:Iteration 52Q (36967.920000 sec): 3 clusters
  Score: Raw -4454551.120019 + Penalty 11918.772547 = -4442632.347472
  nChanged 5
		SP:Iteration 53Q (36968.040000 sec): 3 clusters
  Score: Raw -4454553.424286 + Penalty 11918.772547 = -4442634.651739
  nChanged 7
		SP:Iteration 54Q (36968.160000 sec): 3 clusters
  Score: Raw -4454556.741383 + Penalty 11918.772547 = -4442637.968836
  nChanged 7
		SP:Iteration 55Q (36968.290000 sec): 3 clusters
  Score: Raw -4454559.266112 + Penalty 11918.772547 = -4442640.493565
  nChanged 7
		SP:Iteration 56Q (36968.410000 sec): 3 clusters
  Score: Raw -4454561.788619 + Penalty 11918.772547 = -4442643.016072
  nChanged 7
		SP:Iteration 57Q (36968.530000 sec): 3 clusters
  Score: Raw -4454565.143056 + Penalty 11918.772547 = -4442646.370509
  nChanged 6
		SP:Iteration 58Q (36968.650000 sec): 3 clusters
  Score: Raw -4454568.068906 + Penalty 11918.772547 = -4442649.296359
  nChanged 3
		SP:Iteration 59Q (36968.770000 sec): 3 clusters
  Score: Raw -4454569.467886 + Penalty 11918.772547 = -4442650.695339
  nChanged 7
		SP:Iteration 60F (36968.900000 sec): 3 clusters
  Score: Raw -4454572.798421 + Penalty 11918.772547 = -4442654.025874
  nChanged 12
		SP:Iteration 61Q (36969.020000 sec): 3 clusters
  Score: Raw -4454578.078606 + Penalty 11918.772547 = -4442659.306059
  nChanged 5
		SP:Iteration 62Q (36969.140000 sec): 3 clusters
  Score: Raw -4454580.084144 + Penalty 11918.772547 = -4442661.311597
  nChanged 4
		SP:Iteration 63Q (36969.260000 sec): 3 clusters
  Score: Raw -4454581.472570 + Penalty 11918.772547 = -4442662.700023
  nChanged 3
		SP:Iteration 64Q (36969.380000 sec): 3 clusters
  Score: Raw -4454582.465696 + Penalty 11918.772547 = -4442663.693149
  nChanged 3
		SP:Iteration 65Q (36969.500000 sec): 3 clusters
  Score: Raw -4454583.485778 + Penalty 11918.772547 = -4442664.713231
  nChanged 4
		SP:Iteration 66Q (36969.620000 sec): 3 clusters
  Score: Raw -4454584.550222 + Penalty 11918.772547 = -4442665.777675
  nChanged 1
		SP:Iteration 67Q (36969.750000 sec): 3 clusters
  Score: Raw -4454584.862752 + Penalty 11918.772547 = -4442666.090205
  nChanged 2
		SP:Iteration 68Q (36969.870000 sec): 3 clusters
  Score: Raw -4454585.870430 + Penalty 11918.772547 = -4442667.097883
  nChanged 1
		SP:Iteration 69Q (36969.990000 sec): 3 clusters
  Score: Raw -4454586.343078 + Penalty 11918.772547 = -4442667.570531
  nChanged 2
		SP:Iteration 70Q (36970.110000 sec): 3 clusters
  Score: Raw -4454587.184137 + Penalty 11918.772547 = -4442668.411590
  nChanged 3
		SP:Iteration 71Q (36970.230000 sec): 3 clusters
  Score: Raw -4454588.266723 + Penalty 11918.772547 = -4442669.494176
  nChanged 2
		SP:Iteration 72Q (36970.350000 sec): 3 clusters
  Score: Raw -4454588.927006 + Penalty 11918.772547 = -4442670.154459
  nChanged 4
		SP:Iteration 73Q (36970.470000 sec): 3 clusters
  Score: Raw -4454590.857994 + Penalty 11918.772547 = -4442672.085447
  nChanged 5
		SP:Iteration 74Q (36970.600000 sec): 3 clusters
  Score: Raw -4454592.576059 + Penalty 11918.772547 = -4442673.803512
  nChanged 4
		SP:Iteration 75Q (36970.720000 sec): 3 clusters
  Score: Raw -4454594.275597 + Penalty 11918.772547 = -4442675.503050
  nChanged 5
		SP:Iteration 76Q (36970.840000 sec): 3 clusters
  Score: Raw -4454595.994403 + Penalty 11918.772547 = -4442677.221856
  nChanged 6
		SP:Iteration 77Q (36970.960000 sec): 3 clusters
  Score: Raw -4454597.820867 + Penalty 11918.772547 = -4442679.048320
  nChanged 2
		SP:Iteration 78Q (36971.080000 sec): 3 clusters
  Score: Raw -4454598.811085 + Penalty 11918.772547 = -4442680.038538
  nChanged 3
		SP:Iteration 79Q (36971.210000 sec): 3 clusters
  Score: Raw -4454599.867948 + Penalty 11918.772547 = -4442681.095401
  nChanged 1
		SP:Iteration 80F (36971.330000 sec): 3 clusters
  Score: Raw -4454600.396936 + Penalty 11918.772547 = -4442681.624389
  nChanged 4
		SP:Iteration 81Q (36971.450000 sec): 3 clusters
  Score: Raw -4454601.928145 + Penalty 11918.772547 = -4442683.155598
  nChanged 3
		SP:Iteration 82Q (36971.570000 sec): 3 clusters
  Score: Raw -4454603.077994 + Penalty 11918.772547 = -4442684.305447
  nChanged 2
		SP:Iteration 83Q (36971.690000 sec): 3 clusters
  Score: Raw -4454603.724211 + Penalty 11918.772547 = -4442684.951664
  nChanged 2
		SP:Iteration 84Q (36971.810000 sec): 3 clusters
  Score: Raw -4454604.282995 + Penalty 11918.772547 = -4442685.510448
  nChanged 3
		SP:Iteration 85Q (36971.940000 sec): 3 clusters
  Score: Raw -4454605.168356 + Penalty 11918.772547 = -4442686.395809
  nChanged 2
		SP:Iteration 86Q (36972.060000 sec): 3 clusters
  Score: Raw -4454605.808766 + Penalty 11918.772547 = -4442687.036219
  nChanged 0
		SP:Iteration 87F (36972.190000 sec): 3 clusters
  Score: Raw -4454605.808766 + Penalty 11918.772547 = -4442687.036219
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (46800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36972.500000 sec): 2 clusters
  Score: Raw -12259065.950645 + Penalty 6586.603570 = -12252479.347075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36972.850000 sec): 3 clusters
  Score: Raw -12231909.744206 + Penalty 13173.207140 = -12218736.537066
  nChanged 20647
		SP:Iteration 1F (36973.210000 sec): 3 clusters
  Score: Raw -12242956.758428 + Penalty 13173.207140 = -12229783.551287
  nChanged 2536
		SP:Iteration 2F (36973.560000 sec): 3 clusters
  Score: Raw -12243871.615640 + Penalty 13173.207140 = -12230698.408500
  nChanged 2058
		SP:Iteration 3Q (36973.920000 sec): 3 clusters
  Score: Raw -12244586.919954 + Penalty 13173.207140 = -12231413.712813
  nChanged 1850
		SP:Iteration 4Q (36974.270000 sec): 3 clusters
  Score: Raw -12245264.851023 + Penalty 13173.207140 = -12232091.643883
  nChanged 1760
		SP:Iteration 5Q (36974.630000 sec): 3 clusters
  Score: Raw -12245958.287020 + Penalty 13173.207140 = -12232785.079880
  nChanged 1709
		SP:Iteration 6Q (36974.990000 sec): 3 clusters
  Score: Raw -12246694.605263 + Penalty 13173.207140 = -12233521.398123
  nChanged 1738
		SP:Iteration 7Q (36975.350000 sec): 3 clusters
  Score: Raw -12247495.233138 + Penalty 13173.207140 = -12234322.025998
  nChanged 1810
		SP:Iteration 8Q (36975.710000 sec): 3 clusters
  Score: Raw -12248322.121948 + Penalty 13173.207140 = -12235148.914808
  nChanged 1852
		SP:Iteration 9Q (36976.060000 sec): 3 clusters
  Score: Raw -12249112.288350 + Penalty 13173.207140 = -12235939.081209
  nChanged 1795
		SP:Iteration 10Q (36976.420000 sec): 3 clusters
  Score: Raw -12249873.968102 + Penalty 13173.207140 = -12236700.760962
  nChanged 1772
		SP:Iteration 11Q (36976.770000 sec): 3 clusters
  Score: Raw -12250555.038236 + Penalty 13173.207140 = -12237381.831095
  nChanged 1593
		SP:Iteration 12Q (36977.130000 sec): 3 clusters
  Score: Raw -12251147.225119 + Penalty 13173.207140 = -12237974.017979
  nChanged 1485
		SP:Iteration 13Q (36977.480000 sec): 3 clusters
  Score: Raw -12251668.961091 + Penalty 13173.207140 = -12238495.753950
  nChanged 1341
		SP:Iteration 14Q (36977.840000 sec): 3 clusters
  Score: Raw -12252103.150140 + Penalty 13173.207140 = -12238929.942999
  nChanged 1140
		SP:Iteration 15Q (36978.190000 sec): 3 clusters
  Score: Raw -12252446.076165 + Penalty 13173.207140 = -12239272.869024
  nChanged 987
		SP:Iteration 16Q (36978.540000 sec): 3 clusters
  Score: Raw -12252716.024064 + Penalty 13173.207140 = -12239542.816923
  nChanged 850
		SP:Iteration 17Q (36978.890000 sec): 3 clusters
  Score: Raw -12252949.601744 + Penalty 13173.207140 = -12239776.394604
  nChanged 784
		SP:Iteration 18Q (36979.240000 sec): 3 clusters
  Score: Raw -12253147.555871 + Penalty 13173.207140 = -12239974.348730
  nChanged 698
		SP:Iteration 19Q (36979.590000 sec): 3 clusters
  Score: Raw -12253330.407247 + Penalty 13173.207140 = -12240157.200107
  nChanged 639
		SP:Iteration 20F (36979.940000 sec): 3 clusters
  Score: Raw -12253490.005914 + Penalty 13173.207140 = -12240316.798774
  nChanged 596
		SP:Iteration 21Q (36980.290000 sec): 3 clusters
  Score: Raw -12253637.198287 + Penalty 13173.207140 = -12240463.991146
  nChanged 591
		SP:Iteration 22Q (36980.650000 sec): 3 clusters
  Score: Raw -12253778.435144 + Penalty 13173.207140 = -12240605.228004
  nChanged 541
		SP:Iteration 23Q (36981.000000 sec): 3 clusters
  Score: Raw -12253912.577693 + Penalty 13173.207140 = -12240739.370552
  nChanged 544
		SP:Iteration 24Q (36981.350000 sec): 3 clusters
  Score: Raw -12254056.651262 + Penalty 13173.207140 = -12240883.444122
  nChanged 589
		SP:Iteration 25Q (36981.710000 sec): 3 clusters
  Score: Raw -12254220.465861 + Penalty 13173.207140 = -12241047.258720
  nChanged 655
		SP:Iteration 26Q (36982.060000 sec): 3 clusters
  Score: Raw -12254423.981359 + Penalty 13173.207140 = -12241250.774218
  nChanged 657
		SP:Iteration 27Q (36982.410000 sec): 3 clusters
  Score: Raw -12254635.179477 + Penalty 13173.207140 = -12241461.972337
  nChanged 706
		SP:Iteration 28Q (36982.770000 sec): 3 clusters
  Score: Raw -12254879.468861 + Penalty 13173.207140 = -12241706.261721
  nChanged 743
		SP:Iteration 29Q (36983.110000 sec): 3 clusters
  Score: Raw -12255177.788228 + Penalty 13173.207140 = -12242004.581087
  nChanged 797
		SP:Iteration 30Q (36983.470000 sec): 3 clusters
  Score: Raw -12255524.882423 + Penalty 13173.207140 = -12242351.675283
  nChanged 814
		SP:Iteration 31Q (36983.820000 sec): 3 clusters
  Score: Raw -12255915.334536 + Penalty 13173.207140 = -12242742.127396
  nChanged 859
		SP:Iteration 32Q (36984.170000 sec): 3 clusters
  Score: Raw -12256360.694642 + Penalty 13173.207140 = -12243187.487501
  nChanged 851
		SP:Iteration 33Q (36984.520000 sec): 3 clusters
  Score: Raw -12256813.843496 + Penalty 13173.207140 = -12243640.636356
  nChanged 770
		SP:Iteration 34Q (36984.870000 sec): 3 clusters
  Score: Raw -12257173.527461 + Penalty 13173.207140 = -12244000.320321
  nChanged 678
		SP:Iteration 35Q (36985.220000 sec): 3 clusters
  Score: Raw -12257503.072834 + Penalty 13173.207140 = -12244329.865693
  nChanged 699
		SP:Iteration 36Q (36985.580000 sec): 3 clusters
  Score: Raw -12257861.624343 + Penalty 13173.207140 = -12244688.417202
  nChanged 670
		SP:Iteration 37Q (36985.910000 sec): 3 clusters
  Score: Raw -12258218.398530 + Penalty 13173.207140 = -12245045.191390
  nChanged 579
		SP:Iteration 38Q (36986.260000 sec): 3 clusters
  Score: Raw -12258520.132470 + Penalty 13173.207140 = -12245346.925329
  nChanged 507
		SP:Iteration 39Q (36986.600000 sec): 3 clusters
  Score: Raw -12258792.576901 + Penalty 13173.207140 = -12245619.369760
  nChanged 383
		SP:Iteration 40F (36986.950000 sec): 3 clusters
  Score: Raw -12259075.712496 + Penalty 13173.207140 = -12245902.505356
  nChanged 408
		SP:Iteration 41Q (36987.290000 sec): 3 clusters
  Score: Raw -12259328.800915 + Penalty 13173.207140 = -12246155.593775
  nChanged 363
		SP:Iteration 42Q (36987.620000 sec): 3 clusters
  Score: Raw -12259544.569003 + Penalty 13173.207140 = -12246371.361862
  nChanged 277
		SP:Iteration 43Q (36987.950000 sec): 3 clusters
  Score: Raw -12259711.331402 + Penalty 13173.207140 = -12246538.124262
  nChanged 214
		SP:Iteration 44Q (36988.270000 sec): 3 clusters
  Score: Raw -12259834.808757 + Penalty 13173.207140 = -12246661.601617
  nChanged 186
		SP:Iteration 45Q (36988.580000 sec): 3 clusters
  Score: Raw -12259941.969496 + Penalty 13173.207140 = -12246768.762355
  nChanged 142
		SP:Iteration 46Q (36988.890000 sec): 3 clusters
  Score: Raw -12260039.589235 + Penalty 13173.207140 = -12246866.382094
  nChanged 117
		SP:Iteration 47Q (36989.200000 sec): 3 clusters
  Score: Raw -12260131.273664 + Penalty 13173.207140 = -12246958.066524
  nChanged 114
		SP:Iteration 48Q (36989.500000 sec): 3 clusters
  Score: Raw -12260235.886399 + Penalty 13173.207140 = -12247062.679258
  nChanged 107
		SP:Iteration 49Q (36989.790000 sec): 3 clusters
  Score: Raw -12260335.939654 + Penalty 13173.207140 = -12247162.732514
  nChanged 76
		SP:Iteration 50Q (36990.070000 sec): 3 clusters
  Score: Raw -12260406.474368 + Penalty 13173.207140 = -12247233.267228
  nChanged 69
		SP:Iteration 51Q (36990.350000 sec): 3 clusters
  Score: Raw -12260485.855879 + Penalty 13173.207140 = -12247312.648738
  nChanged 75
		SP:Iteration 52Q (36990.610000 sec): 3 clusters
  Score: Raw -12260592.609754 + Penalty 13173.207140 = -12247419.402614
  nChanged 80
		SP:Iteration 53Q (36990.880000 sec): 3 clusters
  Score: Raw -12260686.865071 + Penalty 13173.207140 = -12247513.657931
  nChanged 72
		SP:Iteration 54Q (36991.140000 sec): 3 clusters
  Score: Raw -12260761.236615 + Penalty 13173.207140 = -12247588.029475
  nChanged 63
		SP:Iteration 55Q (36991.400000 sec): 3 clusters
  Score: Raw -12260820.544936 + Penalty 13173.207140 = -12247647.337795
  nChanged 45
		SP:Iteration 56Q (36991.650000 sec): 3 clusters
  Score: Raw -12260851.422368 + Penalty 13173.207140 = -12247678.215228
  nChanged 26
		SP:Iteration 57Q (36991.910000 sec): 3 clusters
  Score: Raw -12260864.755376 + Penalty 13173.207140 = -12247691.548236
  nChanged 21
		SP:Iteration 58Q (36992.150000 sec): 3 clusters
  Score: Raw -12260876.177777 + Penalty 13173.207140 = -12247702.970637
  nChanged 14
		SP:Iteration 59Q (36992.410000 sec): 3 clusters
  Score: Raw -12260883.044250 + Penalty 13173.207140 = -12247709.837109
  nChanged 6
		SP:Iteration 60F (36992.760000 sec): 3 clusters
  Score: Raw -12260886.393749 + Penalty 13173.207140 = -12247713.186608
  nChanged 3
		SP:Iteration 61Q (36993.010000 sec): 3 clusters
  Score: Raw -12260888.097730 + Penalty 13173.207140 = -12247714.890589
  nChanged 4
		SP:Iteration 62Q (36993.260000 sec): 3 clusters
  Score: Raw -12260889.848697 + Penalty 13173.207140 = -12247716.641557
  nChanged 5
		SP:Iteration 63Q (36993.510000 sec): 3 clusters
  Score: Raw -12260892.601722 + Penalty 13173.207140 = -12247719.394582
  nChanged 7
		SP:Iteration 64Q (36993.760000 sec): 3 clusters
  Score: Raw -12260896.411136 + Penalty 13173.207140 = -12247723.203996
  nChanged 7
		SP:Iteration 65Q (36994.010000 sec): 3 clusters
  Score: Raw -12260899.135487 + Penalty 13173.207140 = -12247725.928347
  nChanged 5
		SP:Iteration 66Q (36994.260000 sec): 3 clusters
  Score: Raw -12260902.044452 + Penalty 13173.207140 = -12247728.837312
  nChanged 9
		SP:Iteration 67Q (36994.520000 sec): 3 clusters
  Score: Raw -12260906.717489 + Penalty 13173.207140 = -12247733.510349
  nChanged 6
		SP:Iteration 68Q (36994.770000 sec): 3 clusters
  Score: Raw -12260908.965623 + Penalty 13173.207140 = -12247735.758482
  nChanged 3
		SP:Iteration 69Q (36995.030000 sec): 3 clusters
  Score: Raw -12260910.184633 + Penalty 13173.207140 = -12247736.977493
  nChanged 2
		SP:Iteration 70Q (36995.280000 sec): 3 clusters
  Score: Raw -12260910.657597 + Penalty 13173.207140 = -12247737.450457
  nChanged 0
		SP:Iteration 71F (36995.630000 sec): 3 clusters
  Score: Raw -12260910.657597 + Penalty 13173.207140 = -12247737.450457
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (7003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36995.700000 sec): 2 clusters
  Score: Raw -1861275.964248 + Penalty 5423.132518 = -1855852.831730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36995.750000 sec): 3 clusters
  Score: Raw -1858325.356556 + Penalty 10846.265037 = -1847479.091519
  nChanged 2378
		SP:Iteration 1F (36995.810000 sec): 3 clusters
  Score: Raw -1859866.881763 + Penalty 10846.265037 = -1849020.616726
  nChanged 577
		SP:Iteration 2F (36995.860000 sec): 3 clusters
  Score: Raw -1860307.370465 + Penalty 10846.265037 = -1849461.105428
  nChanged 353
		SP:Iteration 3F (36995.910000 sec): 3 clusters
  Score: Raw -1860558.476836 + Penalty 10846.265037 = -1849712.211800
  nChanged 243
		SP:Iteration 4Q (36995.960000 sec): 3 clusters
  Score: Raw -1860732.081304 + Penalty 10846.265037 = -1849885.816267
  nChanged 205
		SP:Iteration 5Q (36996.010000 sec): 3 clusters
  Score: Raw -1860872.977111 + Penalty 10846.265037 = -1850026.712074
  nChanged 173
		SP:Iteration 6Q (36996.070000 sec): 3 clusters
  Score: Raw -1860977.793081 + Penalty 10846.265037 = -1850131.528044
  nChanged 140
		SP:Iteration 7Q (36996.120000 sec): 3 clusters
  Score: Raw -1861068.573517 + Penalty 10846.265037 = -1850222.308480
  nChanged 123
		SP:Iteration 8Q (36996.170000 sec): 3 clusters
  Score: Raw -1861149.510530 + Penalty 10846.265037 = -1850303.245493
  nChanged 127
		SP:Iteration 9Q (36996.220000 sec): 3 clusters
  Score: Raw -1861231.228998 + Penalty 10846.265037 = -1850384.963961
  nChanged 108
		SP:Iteration 10Q (36996.270000 sec): 3 clusters
  Score: Raw -1861291.679159 + Penalty 10846.265037 = -1850445.414122
  nChanged 88
		SP:Iteration 11Q (36996.330000 sec): 3 clusters
  Score: Raw -1861336.609661 + Penalty 10846.265037 = -1850490.344624
  nChanged 76
		SP:Iteration 12Q (36996.380000 sec): 3 clusters
  Score: Raw -1861374.681341 + Penalty 10846.265037 = -1850528.416304
  nChanged 70
		SP:Iteration 13Q (36996.430000 sec): 3 clusters
  Score: Raw -1861410.341682 + Penalty 10846.265037 = -1850564.076645
  nChanged 72
		SP:Iteration 14Q (36996.480000 sec): 3 clusters
  Score: Raw -1861448.638858 + Penalty 10846.265037 = -1850602.373821
  nChanged 73
		SP:Iteration 15Q (36996.530000 sec): 3 clusters
  Score: Raw -1861491.624135 + Penalty 10846.265037 = -1850645.359099
  nChanged 81
		SP:Iteration 16Q (36996.580000 sec): 3 clusters
  Score: Raw -1861534.017989 + Penalty 10846.265037 = -1850687.752952
  nChanged 69
		SP:Iteration 17Q (36996.630000 sec): 3 clusters
  Score: Raw -1861575.304897 + Penalty 10846.265037 = -1850729.039860
  nChanged 76
		SP:Iteration 18Q (36996.690000 sec): 3 clusters
  Score: Raw -1861618.149658 + Penalty 10846.265037 = -1850771.884621
  nChanged 62
		SP:Iteration 19Q (36996.740000 sec): 3 clusters
  Score: Raw -1861651.887606 + Penalty 10846.265037 = -1850805.622569
  nChanged 50
		SP:Iteration 20F (36996.790000 sec): 3 clusters
  Score: Raw -1861677.750069 + Penalty 10846.265037 = -1850831.485032
  nChanged 41
		SP:Iteration 21Q (36996.840000 sec): 3 clusters
  Score: Raw -1861700.181106 + Penalty 10846.265037 = -1850853.916069
  nChanged 45
		SP:Iteration 22Q (36996.890000 sec): 3 clusters
  Score: Raw -1861721.614056 + Penalty 10846.265037 = -1850875.349019
  nChanged 34
		SP:Iteration 23Q (36996.940000 sec): 3 clusters
  Score: Raw -1861739.368320 + Penalty 10846.265037 = -1850893.103283
  nChanged 25
		SP:Iteration 24Q (36996.990000 sec): 3 clusters
  Score: Raw -1861753.307744 + Penalty 10846.265037 = -1850907.042707
  nChanged 25
		SP:Iteration 25Q (36997.050000 sec): 3 clusters
  Score: Raw -1861765.556974 + Penalty 10846.265037 = -1850919.291937
  nChanged 16
		SP:Iteration 26Q (36997.100000 sec): 3 clusters
  Score: Raw -1861774.105647 + Penalty 10846.265037 = -1850927.840611
  nChanged 20
		SP:Iteration 27Q (36997.150000 sec): 3 clusters
  Score: Raw -1861783.228652 + Penalty 10846.265037 = -1850936.963615
  nChanged 20
		SP:Iteration 28Q (36997.200000 sec): 3 clusters
  Score: Raw -1861792.788201 + Penalty 10846.265037 = -1850946.523164
  nChanged 19
		SP:Iteration 29Q (36997.250000 sec): 3 clusters
  Score: Raw -1861801.380739 + Penalty 10846.265037 = -1850955.115702
  nChanged 16
		SP:Iteration 30Q (36997.300000 sec): 3 clusters
  Score: Raw -1861808.210816 + Penalty 10846.265037 = -1850961.945779
  nChanged 10
		SP:Iteration 31Q (36997.350000 sec): 3 clusters
  Score: Raw -1861812.432505 + Penalty 10846.265037 = -1850966.167468
  nChanged 11
		SP:Iteration 32Q (36997.400000 sec): 3 clusters
  Score: Raw -1861816.743948 + Penalty 10846.265037 = -1850970.478911
  nChanged 8
		SP:Iteration 33Q (36997.450000 sec): 3 clusters
  Score: Raw -1861820.852520 + Penalty 10846.265037 = -1850974.587483
  nChanged 11
		SP:Iteration 34Q (36997.510000 sec): 3 clusters
  Score: Raw -1861825.494133 + Penalty 10846.265037 = -1850979.229096
  nChanged 7
		SP:Iteration 35Q (36997.560000 sec): 3 clusters
  Score: Raw -1861830.635926 + Penalty 10846.265037 = -1850984.370889
  nChanged 7
		SP:Iteration 36Q (36997.610000 sec): 3 clusters
  Score: Raw -1861833.858612 + Penalty 10846.265037 = -1850987.593575
  nChanged 6
		SP:Iteration 37Q (36997.660000 sec): 3 clusters
  Score: Raw -1861835.893134 + Penalty 10846.265037 = -1850989.628097
  nChanged 3
		SP:Iteration 38Q (36997.710000 sec): 3 clusters
  Score: Raw -1861836.655864 + Penalty 10846.265037 = -1850990.390827
  nChanged 2
		SP:Iteration 39Q (36997.760000 sec): 3 clusters
  Score: Raw -1861837.734884 + Penalty 10846.265037 = -1850991.469848
  nChanged 5
		SP:Iteration 40F (36997.810000 sec): 3 clusters
  Score: Raw -1861839.266832 + Penalty 10846.265037 = -1850993.001795
  nChanged 4
		SP:Iteration 41Q (36997.870000 sec): 3 clusters
  Score: Raw -1861840.621641 + Penalty 10846.265037 = -1850994.356605
  nChanged 5
		SP:Iteration 42Q (36997.910000 sec): 3 clusters
  Score: Raw -1861842.177180 + Penalty 10846.265037 = -1850995.912143
  nChanged 1
		SP:Iteration 43Q (36997.970000 sec): 3 clusters
  Score: Raw -1861842.787168 + Penalty 10846.265037 = -1850996.522131
  nChanged 1
		SP:Iteration 44Q (36998.020000 sec): 3 clusters
  Score: Raw -1861843.454714 + Penalty 10846.265037 = -1850997.189677
  nChanged 2
		SP:Iteration 45Q (36998.070000 sec): 3 clusters
  Score: Raw -1861844.225634 + Penalty 10846.265037 = -1850997.960597
  nChanged 3
		SP:Iteration 46Q (36998.120000 sec): 3 clusters
  Score: Raw -1861845.098359 + Penalty 10846.265037 = -1850998.833322
  nChanged 2
		SP:Iteration 47Q (36998.170000 sec): 3 clusters
  Score: Raw -1861845.712700 + Penalty 10846.265037 = -1850999.447663
  nChanged 2
		SP:Iteration 48Q (36998.220000 sec): 3 clusters
  Score: Raw -1861847.108041 + Penalty 10846.265037 = -1851000.843004
  nChanged 4
		SP:Iteration 49Q (36998.270000 sec): 3 clusters
  Score: Raw -1861849.198838 + Penalty 10846.265037 = -1851002.933801
  nChanged 4
		SP:Iteration 50Q (36998.330000 sec): 3 clusters
  Score: Raw -1861850.536028 + Penalty 10846.265037 = -1851004.270991
  nChanged 1
		SP:Iteration 51Q (36998.380000 sec): 3 clusters
  Score: Raw -1861851.260737 + Penalty 10846.265037 = -1851004.995700
  nChanged 0
		SP:Iteration 52F (36998.430000 sec): 3 clusters
  Score: Raw -1861851.260737 + Penalty 10846.265037 = -1851004.995700
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (81271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36998.970000 sec): 2 clusters
  Score: Raw -22151432.767170 + Penalty 6924.646024 = -22144508.121146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36999.590000 sec): 3 clusters
  Score: Raw -22102670.673415 + Penalty 13849.292047 = -22088821.381367
  nChanged 36576
		SP:Iteration 1F (37000.210000 sec): 3 clusters
  Score: Raw -22122937.431658 + Penalty 13849.292047 = -22109088.139611
  nChanged 4123
		SP:Iteration 2F (37000.830000 sec): 3 clusters
  Score: Raw -22124578.722909 + Penalty 13849.292047 = -22110729.430862
  nChanged 3988
		SP:Iteration 3Q (37001.450000 sec): 3 clusters
  Score: Raw -22126237.620672 + Penalty 13849.292047 = -22112388.328625
  nChanged 4017
		SP:Iteration 4Q (37002.070000 sec): 3 clusters
  Score: Raw -22128033.119005 + Penalty 13849.292047 = -22114183.826958
  nChanged 4105
		SP:Iteration 5F (37002.690000 sec): 3 clusters
  Score: Raw -22129908.447504 + Penalty 13849.292047 = -22116059.155457
  nChanged 4220
		SP:Iteration 6F (37003.310000 sec): 3 clusters
  Score: Raw -22132046.102926 + Penalty 13849.292047 = -22118196.810878
  nChanged 4379
		SP:Iteration 7F (37003.930000 sec): 3 clusters
  Score: Raw -22134531.381603 + Penalty 13849.292047 = -22120682.089556
  nChanged 4504
		SP:Iteration 8F (37004.550000 sec): 3 clusters
  Score: Raw -22137298.927644 + Penalty 13849.292047 = -22123449.635597
  nChanged 4523
		SP:Iteration 9F (37005.170000 sec): 3 clusters
  Score: Raw -22140516.213855 + Penalty 13849.292047 = -22126666.921808
  nChanged 4469
		SP:Iteration 10F (37005.780000 sec): 3 clusters
  Score: Raw -22144364.301732 + Penalty 13849.292047 = -22130515.009685
  nChanged 4096
		SP:Iteration 11F (37006.400000 sec): 3 clusters
  Score: Raw -22148177.236098 + Penalty 13849.292047 = -22134327.944051
  nChanged 3318
		SP:Iteration 12Q (37007.000000 sec): 3 clusters
  Score: Raw -22151063.226518 + Penalty 13849.292047 = -22137213.934470
  nChanged 2459
		SP:Iteration 13Q (37007.580000 sec): 3 clusters
  Score: Raw -22152735.685230 + Penalty 13849.292047 = -22138886.393183
  nChanged 1800
		SP:Iteration 14Q (37008.150000 sec): 3 clusters
  Score: Raw -22153752.519406 + Penalty 13849.292047 = -22139903.227359
  nChanged 1358
		SP:Iteration 15Q (37008.690000 sec): 3 clusters
  Score: Raw -22154410.086787 + Penalty 13849.292047 = -22140560.794739
  nChanged 988
		SP:Iteration 16Q (37009.240000 sec): 3 clusters
  Score: Raw -22154746.674333 + Penalty 13849.292047 = -22140897.382286
  nChanged 701
		SP:Iteration 17Q (37009.770000 sec): 3 clusters
  Score: Raw -22154943.518382 + Penalty 13849.292047 = -22141094.226335
  nChanged 508
		SP:Iteration 18Q (37010.310000 sec): 3 clusters
  Score: Raw -22155059.184575 + Penalty 13849.292047 = -22141209.892528
  nChanged 371
		SP:Iteration 19Q (37010.840000 sec): 3 clusters
  Score: Raw -22155135.952082 + Penalty 13849.292047 = -22141286.660035
  nChanged 301
		SP:Iteration 20F (37011.450000 sec): 3 clusters
  Score: Raw -22155181.145712 + Penalty 13849.292047 = -22141331.853664
  nChanged 196
		SP:Iteration 21Q (37011.980000 sec): 3 clusters
  Score: Raw -22155208.580507 + Penalty 13849.292047 = -22141359.288460
  nChanged 170
		SP:Iteration 22Q (37012.510000 sec): 3 clusters
  Score: Raw -22155229.216310 + Penalty 13849.292047 = -22141379.924263
  nChanged 134
		SP:Iteration 23Q (37013.040000 sec): 3 clusters
  Score: Raw -22155244.611311 + Penalty 13849.292047 = -22141395.319263
  nChanged 105
		SP:Iteration 24Q (37013.570000 sec): 3 clusters
  Score: Raw -22155255.925581 + Penalty 13849.292047 = -22141406.633533
  nChanged 98
		SP:Iteration 25Q (37014.100000 sec): 3 clusters
  Score: Raw -22155265.825406 + Penalty 13849.292047 = -22141416.533359
  nChanged 73
		SP:Iteration 26Q (37014.630000 sec): 3 clusters
  Score: Raw -22155271.273840 + Penalty 13849.292047 = -22141421.981793
  nChanged 57
		SP:Iteration 27Q (37015.150000 sec): 3 clusters
  Score: Raw -22155275.438723 + Penalty 13849.292047 = -22141426.146676
  nChanged 38
		SP:Iteration 28Q (37015.680000 sec): 3 clusters
  Score: Raw -22155278.349957 + Penalty 13849.292047 = -22141429.057910
  nChanged 40
		SP:Iteration 29Q (37016.210000 sec): 3 clusters
  Score: Raw -22155281.523532 + Penalty 13849.292047 = -22141432.231485
  nChanged 41
		SP:Iteration 30Q (37016.730000 sec): 3 clusters
  Score: Raw -22155284.193975 + Penalty 13849.292047 = -22141434.901928
  nChanged 38
		SP:Iteration 31Q (37017.260000 sec): 3 clusters
  Score: Raw -22155286.433777 + Penalty 13849.292047 = -22141437.141730
  nChanged 34
		SP:Iteration 32Q (37017.790000 sec): 3 clusters
  Score: Raw -22155288.250012 + Penalty 13849.292047 = -22141438.957965
  nChanged 31
		SP:Iteration 33Q (37018.310000 sec): 3 clusters
  Score: Raw -22155290.268699 + Penalty 13849.292047 = -22141440.976651
  nChanged 33
		SP:Iteration 34Q (37018.840000 sec): 3 clusters
  Score: Raw -22155292.387562 + Penalty 13849.292047 = -22141443.095515
  nChanged 28
		SP:Iteration 35Q (37019.370000 sec): 3 clusters
  Score: Raw -22155294.129654 + Penalty 13849.292047 = -22141444.837607
  nChanged 24
		SP:Iteration 36Q (37019.900000 sec): 3 clusters
  Score: Raw -22155295.436851 + Penalty 13849.292047 = -22141446.144804
  nChanged 17
		SP:Iteration 37Q (37020.420000 sec): 3 clusters
  Score: Raw -22155296.395740 + Penalty 13849.292047 = -22141447.103693
  nChanged 13
		SP:Iteration 38Q (37020.950000 sec): 3 clusters
  Score: Raw -22155297.071393 + Penalty 13849.292047 = -22141447.779346
  nChanged 14
		SP:Iteration 39Q (37021.480000 sec): 3 clusters
  Score: Raw -22155297.770714 + Penalty 13849.292047 = -22141448.478666
  nChanged 11
		SP:Iteration 40F (37022.090000 sec): 3 clusters
  Score: Raw -22155298.321457 + Penalty 13849.292047 = -22141449.029410
  nChanged 11
		SP:Iteration 41Q (37022.620000 sec): 3 clusters
  Score: Raw -22155298.907673 + Penalty 13849.292047 = -22141449.615626
  nChanged 15
		SP:Iteration 42Q (37023.140000 sec): 3 clusters
  Score: Raw -22155299.763614 + Penalty 13849.292047 = -22141450.471567
  nChanged 12
		SP:Iteration 43Q (37023.670000 sec): 3 clusters
  Score: Raw -22155300.464863 + Penalty 13849.292047 = -22141451.172816
  nChanged 9
		SP:Iteration 44Q (37024.200000 sec): 3 clusters
  Score: Raw -22155300.991374 + Penalty 13849.292047 = -22141451.699327
  nChanged 5
		SP:Iteration 45Q (37024.730000 sec): 3 clusters
  Score: Raw -22155301.201643 + Penalty 13849.292047 = -22141451.909596
  nChanged 5
		SP:Iteration 46Q (37025.260000 sec): 3 clusters
  Score: Raw -22155301.467003 + Penalty 13849.292047 = -22141452.174955
  nChanged 7
		SP:Iteration 47Q (37025.790000 sec): 3 clusters
  Score: Raw -22155301.880099 + Penalty 13849.292047 = -22141452.588052
  nChanged 9
		SP:Iteration 48Q (37026.320000 sec): 3 clusters
  Score: Raw -22155302.399945 + Penalty 13849.292047 = -22141453.107898
  nChanged 8
		SP:Iteration 49Q (37026.840000 sec): 3 clusters
  Score: Raw -22155302.846068 + Penalty 13849.292047 = -22141453.554021
  nChanged 7
		SP:Iteration 50Q (37027.370000 sec): 3 clusters
  Score: Raw -22155303.160815 + Penalty 13849.292047 = -22141453.868768
  nChanged 8
		SP:Iteration 51Q (37027.900000 sec): 3 clusters
  Score: Raw -22155303.396674 + Penalty 13849.292047 = -22141454.104627
  nChanged 7
		SP:Iteration 52Q (37028.420000 sec): 3 clusters
  Score: Raw -22155303.839748 + Penalty 13849.292047 = -22141454.547701
  nChanged 2
		SP:Iteration 53Q (37028.950000 sec): 3 clusters
  Score: Raw -22155303.893994 + Penalty 13849.292047 = -22141454.601946
  nChanged 2
		SP:Iteration 54Q (37029.480000 sec): 3 clusters
  Score: Raw -22155303.989299 + Penalty 13849.292047 = -22141454.697252
  nChanged 6
		SP:Iteration 55Q (37030.010000 sec): 3 clusters
  Score: Raw -22155304.295931 + Penalty 13849.292047 = -22141455.003884
  nChanged 8
		SP:Iteration 56Q (37030.540000 sec): 3 clusters
  Score: Raw -22155304.656873 + Penalty 13849.292047 = -22141455.364826
  nChanged 9
		SP:Iteration 57Q (37031.070000 sec): 3 clusters
  Score: Raw -22155305.021835 + Penalty 13849.292047 = -22141455.729787
  nChanged 13
		SP:Iteration 58Q (37031.600000 sec): 3 clusters
  Score: Raw -22155305.525625 + Penalty 13849.292047 = -22141456.233578
  nChanged 10
		SP:Iteration 59Q (37032.120000 sec): 3 clusters
  Score: Raw -22155305.970960 + Penalty 13849.292047 = -22141456.678913
  nChanged 6
		SP:Iteration 60F (37032.740000 sec): 3 clusters
  Score: Raw -22155306.300339 + Penalty 13849.292047 = -22141457.008292
  nChanged 8
		SP:Iteration 61Q (37033.260000 sec): 3 clusters
  Score: Raw -22155306.609973 + Penalty 13849.292047 = -22141457.317926
  nChanged 0
		SP:Iteration 62F (37033.880000 sec): 3 clusters
  Score: Raw -22155306.609973 + Penalty 13849.292047 = -22141457.317926
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37034.060000 sec): 2 clusters
  Score: Raw -5986727.643635 + Penalty 6162.626506 = -5980565.017129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37034.240000 sec): 3 clusters
  Score: Raw -5974436.421047 + Penalty 12325.253012 = -5962111.168035
  nChanged 9597
		SP:Iteration 1F (37034.420000 sec): 3 clusters
  Score: Raw -5979901.007029 + Penalty 12325.253012 = -5967575.754017
  nChanged 1840
		SP:Iteration 2F (37034.600000 sec): 3 clusters
  Score: Raw -5981491.703236 + Penalty 12325.253012 = -5969166.450224
  nChanged 1777
		SP:Iteration 3F (37034.780000 sec): 3 clusters
  Score: Raw -5983312.975527 + Penalty 12325.253012 = -5970987.722514
  nChanged 1749
		SP:Iteration 4F (37034.960000 sec): 3 clusters
  Score: Raw -5984782.305400 + Penalty 12325.253012 = -5972457.052388
  nChanged 1513
		SP:Iteration 5F (37035.130000 sec): 3 clusters
  Score: Raw -5985887.119020 + Penalty 12325.253012 = -5973561.866007
  nChanged 1269
		SP:Iteration 6F (37035.310000 sec): 3 clusters
  Score: Raw -5986813.312244 + Penalty 12325.253012 = -5974488.059232
  nChanged 1065
		SP:Iteration 7Q (37035.480000 sec): 3 clusters
  Score: Raw -5987503.528871 + Penalty 12325.253012 = -5975178.275859
  nChanged 862
		SP:Iteration 8Q (37035.660000 sec): 3 clusters
  Score: Raw -5987973.167499 + Penalty 12325.253012 = -5975647.914486
  nChanged 710
		SP:Iteration 9Q (37035.830000 sec): 3 clusters
  Score: Raw -5988309.816128 + Penalty 12325.253012 = -5975984.563116
  nChanged 562
		SP:Iteration 10Q (37036.000000 sec): 3 clusters
  Score: Raw -5988547.297298 + Penalty 12325.253012 = -5976222.044285
  nChanged 445
		SP:Iteration 11Q (37036.180000 sec): 3 clusters
  Score: Raw -5988723.929443 + Penalty 12325.253012 = -5976398.676431
  nChanged 328
		SP:Iteration 12Q (37036.340000 sec): 3 clusters
  Score: Raw -5988834.016206 + Penalty 12325.253012 = -5976508.763193
  nChanged 262
		SP:Iteration 13Q (37036.520000 sec): 3 clusters
  Score: Raw -5988916.772483 + Penalty 12325.253012 = -5976591.519471
  nChanged 222
		SP:Iteration 14Q (37036.690000 sec): 3 clusters
  Score: Raw -5988981.953764 + Penalty 12325.253012 = -5976656.700751
  nChanged 203
		SP:Iteration 15Q (37036.860000 sec): 3 clusters
  Score: Raw -5989045.571725 + Penalty 12325.253012 = -5976720.318713
  nChanged 171
		SP:Iteration 16Q (37037.030000 sec): 3 clusters
  Score: Raw -5989099.107518 + Penalty 12325.253012 = -5976773.854505
  nChanged 190
		SP:Iteration 17Q (37037.200000 sec): 3 clusters
  Score: Raw -5989152.742958 + Penalty 12325.253012 = -5976827.489945
  nChanged 178
		SP:Iteration 18Q (37037.370000 sec): 3 clusters
  Score: Raw -5989205.253527 + Penalty 12325.253012 = -5976880.000515
  nChanged 168
		SP:Iteration 19Q (37037.540000 sec): 3 clusters
  Score: Raw -5989274.103788 + Penalty 12325.253012 = -5976948.850776
  nChanged 158
		SP:Iteration 20F (37037.720000 sec): 3 clusters
  Score: Raw -5989345.723806 + Penalty 12325.253012 = -5977020.470793
  nChanged 183
		SP:Iteration 21Q (37037.880000 sec): 3 clusters
  Score: Raw -5989432.945763 + Penalty 12325.253012 = -5977107.692751
  nChanged 203
		SP:Iteration 22Q (37038.060000 sec): 3 clusters
  Score: Raw -5989513.009912 + Penalty 12325.253012 = -5977187.756899
  nChanged 202
		SP:Iteration 23Q (37038.230000 sec): 3 clusters
  Score: Raw -5989580.699428 + Penalty 12325.253012 = -5977255.446416
  nChanged 188
		SP:Iteration 24Q (37038.400000 sec): 3 clusters
  Score: Raw -5989641.111112 + Penalty 12325.253012 = -5977315.858099
  nChanged 171
		SP:Iteration 25Q (37038.560000 sec): 3 clusters
  Score: Raw -5989691.456257 + Penalty 12325.253012 = -5977366.203244
  nChanged 152
		SP:Iteration 26Q (37038.730000 sec): 3 clusters
  Score: Raw -5989735.021186 + Penalty 12325.253012 = -5977409.768173
  nChanged 141
		SP:Iteration 27Q (37038.900000 sec): 3 clusters
  Score: Raw -5989777.204593 + Penalty 12325.253012 = -5977451.951581
  nChanged 135
		SP:Iteration 28Q (37039.070000 sec): 3 clusters
  Score: Raw -5989812.643639 + Penalty 12325.253012 = -5977487.390626
  nChanged 131
		SP:Iteration 29Q (37039.240000 sec): 3 clusters
  Score: Raw -5989849.092114 + Penalty 12325.253012 = -5977523.839102
  nChanged 107
		SP:Iteration 30Q (37039.400000 sec): 3 clusters
  Score: Raw -5989879.847682 + Penalty 12325.253012 = -5977554.594669
  nChanged 127
		SP:Iteration 31Q (37039.570000 sec): 3 clusters
  Score: Raw -5989916.359662 + Penalty 12325.253012 = -5977591.106649
  nChanged 130
		SP:Iteration 32Q (37039.740000 sec): 3 clusters
  Score: Raw -5989952.846169 + Penalty 12325.253012 = -5977627.593157
  nChanged 118
		SP:Iteration 33Q (37039.900000 sec): 3 clusters
  Score: Raw -5989985.090660 + Penalty 12325.253012 = -5977659.837647
  nChanged 106
		SP:Iteration 34Q (37040.070000 sec): 3 clusters
  Score: Raw -5990016.880641 + Penalty 12325.253012 = -5977691.627629
  nChanged 105
		SP:Iteration 35Q (37040.240000 sec): 3 clusters
  Score: Raw -5990047.117409 + Penalty 12325.253012 = -5977721.864396
  nChanged 105
		SP:Iteration 36Q (37040.400000 sec): 3 clusters
  Score: Raw -5990075.149362 + Penalty 12325.253012 = -5977749.896350
  nChanged 91
		SP:Iteration 37Q (37040.560000 sec): 3 clusters
  Score: Raw -5990102.456945 + Penalty 12325.253012 = -5977777.203933
  nChanged 96
		SP:Iteration 38Q (37040.730000 sec): 3 clusters
  Score: Raw -5990127.290523 + Penalty 12325.253012 = -5977802.037511
  nChanged 92
		SP:Iteration 39Q (37040.890000 sec): 3 clusters
  Score: Raw -5990154.919894 + Penalty 12325.253012 = -5977829.666882
  nChanged 95
		SP:Iteration 40F (37041.070000 sec): 3 clusters
  Score: Raw -5990185.352082 + Penalty 12325.253012 = -5977860.099070
  nChanged 99
		SP:Iteration 41Q (37041.240000 sec): 3 clusters
  Score: Raw -5990215.113969 + Penalty 12325.253012 = -5977889.860956
  nChanged 109
		SP:Iteration 42Q (37041.400000 sec): 3 clusters
  Score: Raw -5990244.900758 + Penalty 12325.253012 = -5977919.647746
  nChanged 99
		SP:Iteration 43Q (37041.560000 sec): 3 clusters
  Score: Raw -5990270.688409 + Penalty 12325.253012 = -5977945.435397
  nChanged 89
		SP:Iteration 44Q (37041.730000 sec): 3 clusters
  Score: Raw -5990296.685381 + Penalty 12325.253012 = -5977971.432369
  nChanged 96
		SP:Iteration 45Q (37041.890000 sec): 3 clusters
  Score: Raw -5990322.600305 + Penalty 12325.253012 = -5977997.347292
  nChanged 85
		SP:Iteration 46Q (37042.060000 sec): 3 clusters
  Score: Raw -5990343.535839 + Penalty 12325.253012 = -5978018.282827
  nChanged 66
		SP:Iteration 47Q (37042.220000 sec): 3 clusters
  Score: Raw -5990361.524657 + Penalty 12325.253012 = -5978036.271644
  nChanged 66
		SP:Iteration 48Q (37042.380000 sec): 3 clusters
  Score: Raw -5990376.942076 + Penalty 12325.253012 = -5978051.689064
  nChanged 57
		SP:Iteration 49Q (37042.540000 sec): 3 clusters
  Score: Raw -5990390.325282 + Penalty 12325.253012 = -5978065.072269
  nChanged 54
		SP:Iteration 50Q (37042.700000 sec): 3 clusters
  Score: Raw -5990404.784132 + Penalty 12325.253012 = -5978079.531120
  nChanged 60
		SP:Iteration 51Q (37042.870000 sec): 3 clusters
  Score: Raw -5990419.847259 + Penalty 12325.253012 = -5978094.594247
  nChanged 55
		SP:Iteration 52Q (37043.030000 sec): 3 clusters
  Score: Raw -5990431.994848 + Penalty 12325.253012 = -5978106.741836
  nChanged 49
		SP:Iteration 53Q (37043.190000 sec): 3 clusters
  Score: Raw -5990443.692681 + Penalty 12325.253012 = -5978118.439668
  nChanged 52
		SP:Iteration 54Q (37043.350000 sec): 3 clusters
  Score: Raw -5990457.519875 + Penalty 12325.253012 = -5978132.266863
  nChanged 43
		SP:Iteration 55Q (37043.520000 sec): 3 clusters
  Score: Raw -5990468.136031 + Penalty 12325.253012 = -5978142.883019
  nChanged 49
		SP:Iteration 56Q (37043.680000 sec): 3 clusters
  Score: Raw -5990479.737431 + Penalty 12325.253012 = -5978154.484419
  nChanged 57
		SP:Iteration 57Q (37043.840000 sec): 3 clusters
  Score: Raw -5990493.404744 + Penalty 12325.253012 = -5978168.151731
  nChanged 64
		SP:Iteration 58Q (37044.000000 sec): 3 clusters
  Score: Raw -5990509.906136 + Penalty 12325.253012 = -5978184.653124
  nChanged 51
		SP:Iteration 59Q (37044.160000 sec): 3 clusters
  Score: Raw -5990525.067478 + Penalty 12325.253012 = -5978199.814466
  nChanged 59
		SP:Iteration 60F (37044.340000 sec): 3 clusters
  Score: Raw -5990540.365462 + Penalty 12325.253012 = -5978215.112450
  nChanged 53
		SP:Iteration 61Q (37044.500000 sec): 3 clusters
  Score: Raw -5990557.003758 + Penalty 12325.253012 = -5978231.750745
  nChanged 63
		SP:Iteration 62Q (37044.660000 sec): 3 clusters
  Score: Raw -5990572.657224 + Penalty 12325.253012 = -5978247.404212
  nChanged 49
		SP:Iteration 63Q (37044.820000 sec): 3 clusters
  Score: Raw -5990585.730595 + Penalty 12325.253012 = -5978260.477582
  nChanged 42
		SP:Iteration 64Q (37044.980000 sec): 3 clusters
  Score: Raw -5990597.629924 + Penalty 12325.253012 = -5978272.376912
  nChanged 48
		SP:Iteration 65Q (37045.140000 sec): 3 clusters
  Score: Raw -5990610.386235 + Penalty 12325.253012 = -5978285.133223
  nChanged 48
		SP:Iteration 66Q (37045.300000 sec): 3 clusters
  Score: Raw -5990622.885637 + Penalty 12325.253012 = -5978297.632624
  nChanged 42
		SP:Iteration 67Q (37045.460000 sec): 3 clusters
  Score: Raw -5990634.335175 + Penalty 12325.253012 = -5978309.082163
  nChanged 38
		SP:Iteration 68Q (37045.620000 sec): 3 clusters
  Score: Raw -5990643.273778 + Penalty 12325.253012 = -5978318.020765
  nChanged 33
		SP:Iteration 69Q (37045.780000 sec): 3 clusters
  Score: Raw -5990651.464429 + Penalty 12325.253012 = -5978326.211416
  nChanged 27
		SP:Iteration 70Q (37045.940000 sec): 3 clusters
  Score: Raw -5990657.348410 + Penalty 12325.253012 = -5978332.095397
  nChanged 26
		SP:Iteration 71Q (37046.100000 sec): 3 clusters
  Score: Raw -5990663.943601 + Penalty 12325.253012 = -5978338.690589
  nChanged 26
		SP:Iteration 72Q (37046.260000 sec): 3 clusters
  Score: Raw -5990671.166922 + Penalty 12325.253012 = -5978345.913909
  nChanged 30
		SP:Iteration 73Q (37046.420000 sec): 3 clusters
  Score: Raw -5990678.514507 + Penalty 12325.253012 = -5978353.261495
  nChanged 25
		SP:Iteration 74Q (37046.580000 sec): 3 clusters
  Score: Raw -5990684.490268 + Penalty 12325.253012 = -5978359.237255
  nChanged 15
		SP:Iteration 75Q (37046.740000 sec): 3 clusters
  Score: Raw -5990687.349120 + Penalty 12325.253012 = -5978362.096107
  nChanged 13
		SP:Iteration 76Q (37046.900000 sec): 3 clusters
  Score: Raw -5990690.780694 + Penalty 12325.253012 = -5978365.527681
  nChanged 20
		SP:Iteration 77Q (37047.050000 sec): 3 clusters
  Score: Raw -5990695.588836 + Penalty 12325.253012 = -5978370.335823
  nChanged 19
		SP:Iteration 78Q (37047.210000 sec): 3 clusters
  Score: Raw -5990699.938057 + Penalty 12325.253012 = -5978374.685044
  nChanged 24
		SP:Iteration 79Q (37047.370000 sec): 3 clusters
  Score: Raw -5990704.728136 + Penalty 12325.253012 = -5978379.475123
  nChanged 26
		SP:Iteration 80F (37047.550000 sec): 3 clusters
  Score: Raw -5990711.709031 + Penalty 12325.253012 = -5978386.456018
  nChanged 30
		SP:Iteration 81Q (37047.710000 sec): 3 clusters
  Score: Raw -5990720.776591 + Penalty 12325.253012 = -5978395.523579
  nChanged 35
		SP:Iteration 82Q (37047.870000 sec): 3 clusters
  Score: Raw -5990730.896129 + Penalty 12325.253012 = -5978405.643117
  nChanged 31
		SP:Iteration 83Q (37048.030000 sec): 3 clusters
  Score: Raw -5990738.328665 + Penalty 12325.253012 = -5978413.075653
  nChanged 24
		SP:Iteration 84Q (37048.180000 sec): 3 clusters
  Score: Raw -5990744.183981 + Penalty 12325.253012 = -5978418.930968
  nChanged 29
		SP:Iteration 85Q (37048.340000 sec): 3 clusters
  Score: Raw -5990751.003830 + Penalty 12325.253012 = -5978425.750818
  nChanged 26
		SP:Iteration 86Q (37048.500000 sec): 3 clusters
  Score: Raw -5990757.421028 + Penalty 12325.253012 = -5978432.168015
  nChanged 26
		SP:Iteration 87Q (37048.660000 sec): 3 clusters
  Score: Raw -5990763.773090 + Penalty 12325.253012 = -5978438.520078
  nChanged 26
		SP:Iteration 88Q (37048.820000 sec): 3 clusters
  Score: Raw -5990770.949880 + Penalty 12325.253012 = -5978445.696867
  nChanged 30
		SP:Iteration 89Q (37048.980000 sec): 3 clusters
  Score: Raw -5990777.948161 + Penalty 12325.253012 = -5978452.695148
  nChanged 32
		SP:Iteration 90Q (37049.140000 sec): 3 clusters
  Score: Raw -5990786.233746 + Penalty 12325.253012 = -5978460.980734
  nChanged 24
		SP:Iteration 91Q (37049.290000 sec): 3 clusters
  Score: Raw -5990791.712626 + Penalty 12325.253012 = -5978466.459614
  nChanged 23
		SP:Iteration 92Q (37049.450000 sec): 3 clusters
  Score: Raw -5990797.546033 + Penalty 12325.253012 = -5978472.293021
  nChanged 25
		SP:Iteration 93Q (37049.610000 sec): 3 clusters
  Score: Raw -5990803.283277 + Penalty 12325.253012 = -5978478.030265
  nChanged 21
		SP:Iteration 94Q (37049.770000 sec): 3 clusters
  Score: Raw -5990808.355714 + Penalty 12325.253012 = -5978483.102702
  nChanged 22
		SP:Iteration 95Q (37049.920000 sec): 3 clusters
  Score: Raw -5990814.164646 + Penalty 12325.253012 = -5978488.911633
  nChanged 19
		SP:Iteration 96Q (37050.080000 sec): 3 clusters
  Score: Raw -5990819.580017 + Penalty 12325.253012 = -5978494.327005
  nChanged 25
		SP:Iteration 97Q (37050.240000 sec): 3 clusters
  Score: Raw -5990826.068639 + Penalty 12325.253012 = -5978500.815627
  nChanged 22
		SP:Iteration 98Q (37050.400000 sec): 3 clusters
  Score: Raw -5990832.045716 + Penalty 12325.253012 = -5978506.792704
  nChanged 20
		SP:Iteration 99Q (37050.550000 sec): 3 clusters
  Score: Raw -5990838.326572 + Penalty 12325.253012 = -5978513.073559
  nChanged 28
		SP:Iteration 100F (37050.730000 sec): 3 clusters
  Score: Raw -5990844.985181 + Penalty 12325.253012 = -5978519.732169
  nChanged 16
		SP:Iteration 101Q (37050.890000 sec): 3 clusters
  Score: Raw -5990849.623228 + Penalty 12325.253012 = -5978524.370215
  nChanged 21
		SP:Iteration 102Q (37051.050000 sec): 3 clusters
  Score: Raw -5990855.928827 + Penalty 12325.253012 = -5978530.675815
  nChanged 25
		SP:Iteration 103Q (37051.210000 sec): 3 clusters
  Score: Raw -5990862.964872 + Penalty 12325.253012 = -5978537.711859
  nChanged 24
		SP:Iteration 104Q (37051.360000 sec): 3 clusters
  Score: Raw -5990869.362297 + Penalty 12325.253012 = -5978544.109284
  nChanged 16
		SP:Iteration 105Q (37051.520000 sec): 3 clusters
  Score: Raw -5990873.451809 + Penalty 12325.253012 = -5978548.198796
  nChanged 25
		SP:Iteration 106Q (37051.680000 sec): 3 clusters
  Score: Raw -5990880.112546 + Penalty 12325.253012 = -5978554.859533
  nChanged 30
		SP:Iteration 107Q (37051.830000 sec): 3 clusters
  Score: Raw -5990887.935562 + Penalty 12325.253012 = -5978562.682549
  nChanged 26
		SP:Iteration 108Q (37051.990000 sec): 3 clusters
  Score: Raw -5990894.956779 + Penalty 12325.253012 = -5978569.703767
  nChanged 24
		SP:Iteration 109Q (37052.150000 sec): 3 clusters
  Score: Raw -5990900.858367 + Penalty 12325.253012 = -5978575.605355
  nChanged 22
		SP:Iteration 110Q (37052.310000 sec): 3 clusters
  Score: Raw -5990906.780518 + Penalty 12325.253012 = -5978581.527505
  nChanged 29
		SP:Iteration 111Q (37052.470000 sec): 3 clusters
  Score: Raw -5990914.204227 + Penalty 12325.253012 = -5978588.951215
  nChanged 26
		SP:Iteration 112Q (37052.620000 sec): 3 clusters
  Score: Raw -5990922.223588 + Penalty 12325.253012 = -5978596.970575
  nChanged 26
		SP:Iteration 113Q (37052.780000 sec): 3 clusters
  Score: Raw -5990929.223180 + Penalty 12325.253012 = -5978603.970168
  nChanged 26
		SP:Iteration 114Q (37052.930000 sec): 3 clusters
  Score: Raw -5990936.005784 + Penalty 12325.253012 = -5978610.752772
  nChanged 19
		SP:Iteration 115Q (37053.090000 sec): 3 clusters
  Score: Raw -5990942.000842 + Penalty 12325.253012 = -5978616.747830
  nChanged 19
		SP:Iteration 116Q (37053.250000 sec): 3 clusters
  Score: Raw -5990947.481460 + Penalty 12325.253012 = -5978622.228447
  nChanged 23
		SP:Iteration 117Q (37053.400000 sec): 3 clusters
  Score: Raw -5990953.815936 + Penalty 12325.253012 = -5978628.562924
  nChanged 26
		SP:Iteration 118Q (37053.550000 sec): 3 clusters
  Score: Raw -5990961.431811 + Penalty 12325.253012 = -5978636.178799
  nChanged 22
		SP:Iteration 119Q (37053.710000 sec): 3 clusters
  Score: Raw -5990968.929388 + Penalty 12325.253012 = -5978643.676376
  nChanged 27
		SP:Iteration 120F (37053.890000 sec): 3 clusters
  Score: Raw -5990976.027787 + Penalty 12325.253012 = -5978650.774775
  nChanged 25
		SP:Iteration 121Q (37054.040000 sec): 3 clusters
  Score: Raw -5990982.672246 + Penalty 12325.253012 = -5978657.419233
  nChanged 22
		SP:Iteration 122Q (37054.200000 sec): 3 clusters
  Score: Raw -5990989.158987 + Penalty 12325.253012 = -5978663.905975
  nChanged 22
		SP:Iteration 123Q (37054.350000 sec): 3 clusters
  Score: Raw -5990994.447665 + Penalty 12325.253012 = -5978669.194652
  nChanged 18
		SP:Iteration 124Q (37054.510000 sec): 3 clusters
  Score: Raw -5990998.806319 + Penalty 12325.253012 = -5978673.553306
  nChanged 13
		SP:Iteration 125Q (37054.660000 sec): 3 clusters
  Score: Raw -5991001.840761 + Penalty 12325.253012 = -5978676.587748
  nChanged 12
		SP:Iteration 126Q (37054.820000 sec): 3 clusters
  Score: Raw -5991004.526053 + Penalty 12325.253012 = -5978679.273041
  nChanged 14
		SP:Iteration 127Q (37054.970000 sec): 3 clusters
  Score: Raw -5991008.077554 + Penalty 12325.253012 = -5978682.824541
  nChanged 15
		SP:Iteration 128Q (37055.130000 sec): 3 clusters
  Score: Raw -5991011.373274 + Penalty 12325.253012 = -5978686.120261
  nChanged 9
		SP:Iteration 129Q (37055.280000 sec): 3 clusters
  Score: Raw -5991013.186091 + Penalty 12325.253012 = -5978687.933078
  nChanged 2
		SP:Iteration 130Q (37055.430000 sec): 3 clusters
  Score: Raw -5991013.720225 + Penalty 12325.253012 = -5978688.467212
  nChanged 3
		SP:Iteration 131Q (37055.590000 sec): 3 clusters
  Score: Raw -5991014.301813 + Penalty 12325.253012 = -5978689.048800
  nChanged 1
		SP:Iteration 132Q (37055.750000 sec): 3 clusters
  Score: Raw -5991014.448216 + Penalty 12325.253012 = -5978689.195204
  nChanged 0
		SP:Iteration 133F (37055.920000 sec): 3 clusters
  Score: Raw -5991014.448216 + Penalty 12325.253012 = -5978689.195204
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (68088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37056.370000 sec): 2 clusters
  Score: Raw -18350297.747497 + Penalty 6816.240712 = -18343481.506785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37056.890000 sec): 3 clusters
  Score: Raw -18309552.233092 + Penalty 13632.481425 = -18295919.751667
  nChanged 30603
		SP:Iteration 1F (37057.410000 sec): 3 clusters
  Score: Raw -18326078.689145 + Penalty 13632.481425 = -18312446.207720
  nChanged 3055
		SP:Iteration 2Q (37057.930000 sec): 3 clusters
  Score: Raw -18326973.692850 + Penalty 13632.481425 = -18313341.211425
  nChanged 2588
		SP:Iteration 3Q (37058.450000 sec): 3 clusters
  Score: Raw -18327664.201533 + Penalty 13632.481425 = -18314031.720109
  nChanged 2262
		SP:Iteration 4Q (37058.970000 sec): 3 clusters
  Score: Raw -18328230.555241 + Penalty 13632.481425 = -18314598.073816
  nChanged 1986
		SP:Iteration 5Q (37059.490000 sec): 3 clusters
  Score: Raw -18328695.874708 + Penalty 13632.481425 = -18315063.393284
  nChanged 1800
		SP:Iteration 6Q (37060.010000 sec): 3 clusters
  Score: Raw -18329115.549250 + Penalty 13632.481425 = -18315483.067825
  nChanged 1705
		SP:Iteration 7Q (37060.530000 sec): 3 clusters
  Score: Raw -18329526.138296 + Penalty 13632.481425 = -18315893.656871
  nChanged 1631
		SP:Iteration 8Q (37061.060000 sec): 3 clusters
  Score: Raw -18329950.594376 + Penalty 13632.481425 = -18316318.112951
  nChanged 1743
		SP:Iteration 9Q (37061.580000 sec): 3 clusters
  Score: Raw -18330465.760959 + Penalty 13632.481425 = -18316833.279534
  nChanged 1960
		SP:Iteration 10Q (37062.100000 sec): 3 clusters
  Score: Raw -18331122.796785 + Penalty 13632.481425 = -18317490.315360
  nChanged 2348
		SP:Iteration 11Q (37062.620000 sec): 3 clusters
  Score: Raw -18332060.029802 + Penalty 13632.481425 = -18318427.548377
  nChanged 2902
		SP:Iteration 12Q (37063.140000 sec): 3 clusters
  Score: Raw -18333474.981019 + Penalty 13632.481425 = -18319842.499594
  nChanged 3715
		SP:Iteration 13F (37063.660000 sec): 3 clusters
  Score: Raw -18335734.754473 + Penalty 13632.481425 = -18322102.273049
  nChanged 4478
		SP:Iteration 14F (37064.180000 sec): 3 clusters
  Score: Raw -18338970.528834 + Penalty 13632.481425 = -18325338.047409
  nChanged 4618
		SP:Iteration 15F (37064.700000 sec): 3 clusters
  Score: Raw -18342886.798561 + Penalty 13632.481425 = -18329254.317136
  nChanged 3872
		SP:Iteration 16F (37065.210000 sec): 3 clusters
  Score: Raw -18346437.982672 + Penalty 13632.481425 = -18332805.501247
  nChanged 2541
		SP:Iteration 17Q (37065.700000 sec): 3 clusters
  Score: Raw -18348822.734923 + Penalty 13632.481425 = -18335190.253498
  nChanged 1226
		SP:Iteration 18Q (37066.150000 sec): 3 clusters
  Score: Raw -18349962.719770 + Penalty 13632.481425 = -18336330.238345
  nChanged 486
		SP:Iteration 19Q (37066.570000 sec): 3 clusters
  Score: Raw -18350456.484750 + Penalty 13632.481425 = -18336824.003325
  nChanged 205
		SP:Iteration 20F (37067.080000 sec): 3 clusters
  Score: Raw -18350664.972309 + Penalty 13632.481425 = -18337032.490884
  nChanged 113
		SP:Iteration 21Q (37067.470000 sec): 3 clusters
  Score: Raw -18350796.372497 + Penalty 13632.481425 = -18337163.891073
  nChanged 67
		SP:Iteration 22Q (37067.840000 sec): 3 clusters
  Score: Raw -18350877.797486 + Penalty 13632.481425 = -18337245.316061
  nChanged 40
		SP:Iteration 23Q (37068.230000 sec): 3 clusters
  Score: Raw -18350932.573381 + Penalty 13632.481425 = -18337300.091956
  nChanged 44
		SP:Iteration 24Q (37068.600000 sec): 3 clusters
  Score: Raw -18350985.504354 + Penalty 13632.481425 = -18337353.022929
  nChanged 24
		SP:Iteration 25Q (37068.970000 sec): 3 clusters
  Score: Raw -18351015.427394 + Penalty 13632.481425 = -18337382.945969
  nChanged 13
		SP:Iteration 26Q (37069.330000 sec): 3 clusters
  Score: Raw -18351027.810587 + Penalty 13632.481425 = -18337395.329162
  nChanged 3
		SP:Iteration 27Q (37069.690000 sec): 3 clusters
  Score: Raw -18351031.239345 + Penalty 13632.481425 = -18337398.757920
  nChanged 2
		SP:Iteration 28Q (37070.060000 sec): 3 clusters
  Score: Raw -18351033.242876 + Penalty 13632.481425 = -18337400.761451
  nChanged 1
		SP:Iteration 29Q (37070.430000 sec): 3 clusters
  Score: Raw -18351034.212684 + Penalty 13632.481425 = -18337401.731259
  nChanged 2
		SP:Iteration 30Q (37070.800000 sec): 3 clusters
  Score: Raw -18351035.647243 + Penalty 13632.481425 = -18337403.165818
  nChanged 0
		SP:Iteration 31F (37071.310000 sec): 3 clusters
  Score: Raw -18351035.647243 + Penalty 13632.481425 = -18337403.165818
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (151223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37072.290000 sec): 2 clusters
  Score: Raw -40127469.541792 + Penalty 7304.987894 = -40120164.553897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37073.450000 sec): 3 clusters
  Score: Raw -40032959.186041 + Penalty 14609.975788 = -40018349.210253
  nChanged 70089
		SP:Iteration 1F (37074.610000 sec): 3 clusters
  Score: Raw -40072327.528155 + Penalty 14609.975788 = -40057717.552367
  nChanged 5026
		SP:Iteration 2Q (37075.790000 sec): 3 clusters
  Score: Raw -40073453.678445 + Penalty 14609.975788 = -40058843.702657
  nChanged 4605
		SP:Iteration 3Q (37076.950000 sec): 3 clusters
  Score: Raw -40074414.521711 + Penalty 14609.975788 = -40059804.545923
  nChanged 4277
		SP:Iteration 4Q (37078.120000 sec): 3 clusters
  Score: Raw -40075261.944378 + Penalty 14609.975788 = -40060651.968590
  nChanged 3907
		SP:Iteration 5Q (37079.280000 sec): 3 clusters
  Score: Raw -40076044.321711 + Penalty 14609.975788 = -40061434.345923
  nChanged 3772
		SP:Iteration 6Q (37080.450000 sec): 3 clusters
  Score: Raw -40076811.635857 + Penalty 14609.975788 = -40062201.660069
  nChanged 3837
		SP:Iteration 7Q (37081.610000 sec): 3 clusters
  Score: Raw -40077621.696239 + Penalty 14609.975788 = -40063011.720451
  nChanged 3821
		SP:Iteration 8Q (37082.780000 sec): 3 clusters
  Score: Raw -40078500.346345 + Penalty 14609.975788 = -40063890.370556
  nChanged 4179
		SP:Iteration 9Q (37083.940000 sec): 3 clusters
  Score: Raw -40079604.751287 + Penalty 14609.975788 = -40064994.775499
  nChanged 4798
		SP:Iteration 10Q (37085.100000 sec): 3 clusters
  Score: Raw -40081108.696717 + Penalty 14609.975788 = -40066498.720929
  nChanged 5697
		SP:Iteration 11Q (37086.270000 sec): 3 clusters
  Score: Raw -40083392.010805 + Penalty 14609.975788 = -40068782.035017
  nChanged 7146
		SP:Iteration 12Q (37087.430000 sec): 3 clusters
  Score: Raw -40087025.371143 + Penalty 14609.975788 = -40072415.395355
  nChanged 8674
		SP:Iteration 13F (37088.580000 sec): 3 clusters
  Score: Raw -40092462.794280 + Penalty 14609.975788 = -40077852.818492
  nChanged 9823
		SP:Iteration 14F (37089.730000 sec): 3 clusters
  Score: Raw -40099864.992721 + Penalty 14609.975788 = -40085255.016933
  nChanged 9844
		SP:Iteration 15F (37090.880000 sec): 3 clusters
  Score: Raw -40108403.283518 + Penalty 14609.975788 = -40093793.307730
  nChanged 8314
		SP:Iteration 16F (37092.040000 sec): 3 clusters
  Score: Raw -40116062.201794 + Penalty 14609.975788 = -40101452.226006
  nChanged 5782
		SP:Iteration 17Q (37093.100000 sec): 3 clusters
  Score: Raw -40120829.273232 + Penalty 14609.975788 = -40106219.297444
  nChanged 3878
		SP:Iteration 18Q (37094.120000 sec): 3 clusters
  Score: Raw -40123549.840295 + Penalty 14609.975788 = -40108939.864507
  nChanged 2641
		SP:Iteration 19Q (37095.100000 sec): 3 clusters
  Score: Raw -40125208.618796 + Penalty 14609.975788 = -40110598.643008
  nChanged 1799
		SP:Iteration 20F (37096.240000 sec): 3 clusters
  Score: Raw -40126300.776921 + Penalty 14609.975788 = -40111690.801133
  nChanged 1197
		SP:Iteration 21Q (37097.170000 sec): 3 clusters
  Score: Raw -40127029.170736 + Penalty 14609.975788 = -40112419.194948
  nChanged 849
		SP:Iteration 22Q (37098.080000 sec): 3 clusters
  Score: Raw -40127524.335133 + Penalty 14609.975788 = -40112914.359345
  nChanged 582
		SP:Iteration 23Q (37098.960000 sec): 3 clusters
  Score: Raw -40127853.323964 + Penalty 14609.975788 = -40113243.348175
  nChanged 401
		SP:Iteration 24Q (37099.820000 sec): 3 clusters
  Score: Raw -40128073.491097 + Penalty 14609.975788 = -40113463.515309
  nChanged 306
		SP:Iteration 25Q (37100.680000 sec): 3 clusters
  Score: Raw -40128236.027137 + Penalty 14609.975788 = -40113626.051349
  nChanged 224
		SP:Iteration 26Q (37101.530000 sec): 3 clusters
  Score: Raw -40128348.654704 + Penalty 14609.975788 = -40113738.678915
  nChanged 172
		SP:Iteration 27Q (37102.370000 sec): 3 clusters
  Score: Raw -40128428.127718 + Penalty 14609.975788 = -40113818.151930
  nChanged 118
		SP:Iteration 28Q (37103.200000 sec): 3 clusters
  Score: Raw -40128488.566954 + Penalty 14609.975788 = -40113878.591166
  nChanged 89
		SP:Iteration 29Q (37104.040000 sec): 3 clusters
  Score: Raw -40128528.353262 + Penalty 14609.975788 = -40113918.377473
  nChanged 64
		SP:Iteration 30Q (37104.860000 sec): 3 clusters
  Score: Raw -40128557.243066 + Penalty 14609.975788 = -40113947.267278
  nChanged 54
		SP:Iteration 31Q (37105.690000 sec): 3 clusters
  Score: Raw -40128584.666033 + Penalty 14609.975788 = -40113974.690244
  nChanged 56
		SP:Iteration 32Q (37106.520000 sec): 3 clusters
  Score: Raw -40128611.121268 + Penalty 14609.975788 = -40114001.145480
  nChanged 44
		SP:Iteration 33Q (37107.340000 sec): 3 clusters
  Score: Raw -40128633.510742 + Penalty 14609.975788 = -40114023.534954
  nChanged 39
		SP:Iteration 34Q (37108.160000 sec): 3 clusters
  Score: Raw -40128651.333710 + Penalty 14609.975788 = -40114041.357922
  nChanged 33
		SP:Iteration 35Q (37108.980000 sec): 3 clusters
  Score: Raw -40128665.567712 + Penalty 14609.975788 = -40114055.591924
  nChanged 20
		SP:Iteration 36Q (37109.800000 sec): 3 clusters
  Score: Raw -40128676.106733 + Penalty 14609.975788 = -40114066.130944
  nChanged 23
		SP:Iteration 37Q (37110.620000 sec): 3 clusters
  Score: Raw -40128687.095101 + Penalty 14609.975788 = -40114077.119313
  nChanged 21
		SP:Iteration 38Q (37111.440000 sec): 3 clusters
  Score: Raw -40128695.241136 + Penalty 14609.975788 = -40114085.265347
  nChanged 17
		SP:Iteration 39Q (37112.270000 sec): 3 clusters
  Score: Raw -40128701.623216 + Penalty 14609.975788 = -40114091.647428
  nChanged 14
		SP:Iteration 40F (37113.410000 sec): 3 clusters
  Score: Raw -40128706.475701 + Penalty 14609.975788 = -40114096.499913
  nChanged 9
		SP:Iteration 41Q (37114.240000 sec): 3 clusters
  Score: Raw -40128710.116779 + Penalty 14609.975788 = -40114100.140990
  nChanged 6
		SP:Iteration 42Q (37115.060000 sec): 3 clusters
  Score: Raw -40128712.807474 + Penalty 14609.975788 = -40114102.831686
  nChanged 8
		SP:Iteration 43Q (37115.890000 sec): 3 clusters
  Score: Raw -40128716.115966 + Penalty 14609.975788 = -40114106.140178
  nChanged 5
		SP:Iteration 44Q (37116.710000 sec): 3 clusters
  Score: Raw -40128718.485478 + Penalty 14609.975788 = -40114108.509690
  nChanged 3
		SP:Iteration 45Q (37117.530000 sec): 3 clusters
  Score: Raw -40128719.553273 + Penalty 14609.975788 = -40114109.577484
  nChanged 4
		SP:Iteration 46Q (37118.370000 sec): 3 clusters
  Score: Raw -40128720.728554 + Penalty 14609.975788 = -40114110.752766
  nChanged 3
		SP:Iteration 47Q (37119.200000 sec): 3 clusters
  Score: Raw -40128721.977974 + Penalty 14609.975788 = -40114112.002186
  nChanged 2
		SP:Iteration 48Q (37120.040000 sec): 3 clusters
  Score: Raw -40128722.459723 + Penalty 14609.975788 = -40114112.483935
  nChanged 2
		SP:Iteration 49Q (37120.860000 sec): 3 clusters
  Score: Raw -40128723.111701 + Penalty 14609.975788 = -40114113.135913
  nChanged 1
		SP:Iteration 50Q (37121.680000 sec): 3 clusters
  Score: Raw -40128723.634929 + Penalty 14609.975788 = -40114113.659140
  nChanged 0
		SP:Iteration 51F (37122.820000 sec): 3 clusters
  Score: Raw -40128723.634929 + Penalty 14609.975788 = -40114113.659140
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37122.940000 sec): 2 clusters
  Score: Raw -203576.416265 + Penalty 4129.291675 = -199447.124589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37122.940000 sec): 3 clusters
  Score: Raw -203882.802278 + Penalty 8258.583351 = -195624.218927
  nChanged 119
		SP:Iteration 1F (37122.950000 sec): 3 clusters
  Score: Raw -204286.231102 + Penalty 8258.583351 = -196027.647751
  nChanged 47
		SP:Iteration 2F (37122.960000 sec): 3 clusters
  Score: Raw -204543.867651 + Penalty 8258.583351 = -196285.284300
  nChanged 48
		SP:Iteration 3F (37122.960000 sec): 3 clusters
  Score: Raw -204915.943508 + Penalty 8258.583351 = -196657.360157
  nChanged 52
		SP:Iteration 4F (37122.970000 sec): 3 clusters
  Score: Raw -205452.432096 + Penalty 8258.583351 = -197193.848745
  nChanged 53
		SP:Iteration 5F (37122.980000 sec): 3 clusters
  Score: Raw -205931.985762 + Penalty 8258.583351 = -197673.402411
  nChanged 47
		SP:Iteration 6F (37122.980000 sec): 3 clusters
  Score: Raw -206445.864479 + Penalty 8258.583351 = -198187.281128
  nChanged 40
		SP:Iteration 7Q (37122.990000 sec): 3 clusters
  Score: Raw -206675.426739 + Penalty 8258.583351 = -198416.843388
  nChanged 14
		SP:Iteration 8Q (37122.990000 sec): 3 clusters
  Score: Raw -206746.454101 + Penalty 8258.583351 = -198487.870750
  nChanged 7
		SP:Iteration 9Q (37123.000000 sec): 3 clusters
  Score: Raw -206790.928176 + Penalty 8258.583351 = -198532.344825
  nChanged 2
		SP:Iteration 10Q (37123.000000 sec): 3 clusters
  Score: Raw -206808.983839 + Penalty 8258.583351 = -198550.400488
  nChanged 3
		SP:Iteration 11Q (37123.000000 sec): 3 clusters
  Score: Raw -206819.908784 + Penalty 8258.583351 = -198561.325433
  nChanged 3
		SP:Iteration 12Q (37123.010000 sec): 3 clusters
  Score: Raw -206830.580080 + Penalty 8258.583351 = -198571.996729
  nChanged 2
		SP:Iteration 13Q (37123.020000 sec): 3 clusters
  Score: Raw -206842.468540 + Penalty 8258.583351 = -198583.885189
  nChanged 1
		SP:Iteration 14Q (37123.020000 sec): 3 clusters
  Score: Raw -206850.077950 + Penalty 8258.583351 = -198591.494599
  nChanged 2
		SP:Iteration 15Q (37123.020000 sec): 3 clusters
  Score: Raw -206863.138374 + Penalty 8258.583351 = -198604.555023
  nChanged 1
		SP:Iteration 16Q (37123.030000 sec): 3 clusters
  Score: Raw -206865.728957 + Penalty 8258.583351 = -198607.145606
  nChanged 1
		SP:Iteration 17Q (37123.040000 sec): 3 clusters
  Score: Raw -206874.296734 + Penalty 8258.583351 = -198615.713383
  nChanged 1
		SP:Iteration 18Q (37123.040000 sec): 3 clusters
  Score: Raw -206876.660006 + Penalty 8258.583351 = -198618.076656
  nChanged 0
		SP:Iteration 19F (37123.040000 sec): 3 clusters
  Score: Raw -206876.660006 + Penalty 8258.583351 = -198618.076656
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37123.060000 sec): 2 clusters
  Score: Raw -449377.598510 + Penalty 4572.713877 = -444804.884633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37123.080000 sec): 3 clusters
  Score: Raw -449114.469939 + Penalty 9145.427755 = -439969.042184
  nChanged 359
		SP:Iteration 1F (37123.090000 sec): 3 clusters
  Score: Raw -449707.239770 + Penalty 9145.427755 = -440561.812015
  nChanged 105
		SP:Iteration 2F (37123.100000 sec): 3 clusters
  Score: Raw -449920.771515 + Penalty 9145.427755 = -440775.343760
  nChanged 49
		SP:Iteration 3Q (37123.120000 sec): 3 clusters
  Score: Raw -450003.495333 + Penalty 9145.427755 = -440858.067578
  nChanged 33
		SP:Iteration 4Q (37123.130000 sec): 3 clusters
  Score: Raw -450061.157708 + Penalty 9145.427755 = -440915.729953
  nChanged 21
		SP:Iteration 5Q (37123.140000 sec): 3 clusters
  Score: Raw -450097.275801 + Penalty 9145.427755 = -440951.848046
  nChanged 20
		SP:Iteration 6Q (37123.150000 sec): 3 clusters
  Score: Raw -450134.088353 + Penalty 9145.427755 = -440988.660598
  nChanged 18
		SP:Iteration 7Q (37123.170000 sec): 3 clusters
  Score: Raw -450162.544478 + Penalty 9145.427755 = -441017.116723
  nChanged 13
		SP:Iteration 8Q (37123.180000 sec): 3 clusters
  Score: Raw -450187.402764 + Penalty 9145.427755 = -441041.975009
  nChanged 9
		SP:Iteration 9Q (37123.190000 sec): 3 clusters
  Score: Raw -450203.202788 + Penalty 9145.427755 = -441057.775033
  nChanged 5
		SP:Iteration 10Q (37123.200000 sec): 3 clusters
  Score: Raw -450210.336230 + Penalty 9145.427755 = -441064.908475
  nChanged 1
		SP:Iteration 11Q (37123.220000 sec): 3 clusters
  Score: Raw -450211.998525 + Penalty 9145.427755 = -441066.570770
  nChanged 1
		SP:Iteration 12Q (37123.230000 sec): 3 clusters
  Score: Raw -450214.180881 + Penalty 9145.427755 = -441068.753126
  nChanged 1
		SP:Iteration 13Q (37123.240000 sec): 3 clusters
  Score: Raw -450217.667758 + Penalty 9145.427755 = -441072.240004
  nChanged 2
		SP:Iteration 14Q (37123.250000 sec): 3 clusters
  Score: Raw -450222.531459 + Penalty 9145.427755 = -441077.103704
  nChanged 3
		SP:Iteration 15Q (37123.270000 sec): 3 clusters
  Score: Raw -450226.025778 + Penalty 9145.427755 = -441080.598023
  nChanged 1
		SP:Iteration 16Q (37123.280000 sec): 3 clusters
  Score: Raw -450227.914196 + Penalty 9145.427755 = -441082.486441
  nChanged 1
		SP:Iteration 17Q (37123.290000 sec): 3 clusters
  Score: Raw -450230.222463 + Penalty 9145.427755 = -441084.794708
  nChanged 2
		SP:Iteration 18Q (37123.300000 sec): 3 clusters
  Score: Raw -450232.607289 + Penalty 9145.427755 = -441087.179535
  nChanged 3
		SP:Iteration 19Q (37123.320000 sec): 3 clusters
  Score: Raw -450237.289338 + Penalty 9145.427755 = -441091.861583
  nChanged 2
		SP:Iteration 20F (37123.330000 sec): 3 clusters
  Score: Raw -450241.077395 + Penalty 9145.427755 = -441095.649640
  nChanged 2
		SP:Iteration 21Q (37123.340000 sec): 3 clusters
  Score: Raw -450245.625403 + Penalty 9145.427755 = -441100.197648
  nChanged 2
		SP:Iteration 22Q (37123.350000 sec): 3 clusters
  Score: Raw -450248.199279 + Penalty 9145.427755 = -441102.771524
  nChanged 1
		SP:Iteration 23Q (37123.370000 sec): 3 clusters
  Score: Raw -450248.986267 + Penalty 9145.427755 = -441103.558513
  nChanged 1
		SP:Iteration 24Q (37123.380000 sec): 3 clusters
  Score: Raw -450250.316553 + Penalty 9145.427755 = -441104.888798
  nChanged 1
		SP:Iteration 25Q (37123.390000 sec): 3 clusters
  Score: Raw -450251.768455 + Penalty 9145.427755 = -441106.340700
  nChanged 0
		SP:Iteration 26F (37123.400000 sec): 3 clusters
  Score: Raw -450251.768455 + Penalty 9145.427755 = -441106.340700
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37123.420000 sec): 2 clusters
  Score: Raw -134467.347254 + Penalty 3840.980415 = -130626.366840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37123.420000 sec): 3 clusters
  Score: Raw -134850.266331 + Penalty 7681.960829 = -127168.305502
  nChanged 44
		SP:Iteration 1F (37123.420000 sec): 3 clusters
  Score: Raw -135005.411108 + Penalty 7681.960829 = -127323.450279
  nChanged 10
		SP:Iteration 2Q (37123.430000 sec): 3 clusters
  Score: Raw -135049.129708 + Penalty 7681.960829 = -127367.168879
  nChanged 2
		SP:Iteration 3Q (37123.430000 sec): 3 clusters
  Score: Raw -135055.845994 + Penalty 7681.960829 = -127373.885165
  nChanged 0
		SP:Iteration 4F (37123.440000 sec): 3 clusters
  Score: Raw -135055.845994 + Penalty 7681.960829 = -127373.885165
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37123.560000 sec): 2 clusters
  Score: Raw -4618580.741963 + Penalty 5986.159675 = -4612594.582288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37123.700000 sec): 3 clusters
  Score: Raw -4609602.435979 + Penalty 11972.319350 = -4597630.116630
  nChanged 6991
		SP:Iteration 1F (37123.830000 sec): 3 clusters
  Score: Raw -4613409.899658 + Penalty 11972.319350 = -4601437.580309
  nChanged 1187
		SP:Iteration 2F (37123.960000 sec): 3 clusters
  Score: Raw -4614047.127266 + Penalty 11972.319350 = -4602074.807916
  nChanged 912
		SP:Iteration 3F (37124.100000 sec): 3 clusters
  Score: Raw -4614509.195770 + Penalty 11972.319350 = -4602536.876421
  nChanged 717
		SP:Iteration 4Q (37124.230000 sec): 3 clusters
  Score: Raw -4614850.325258 + Penalty 11972.319350 = -4602878.005909
  nChanged 623
		SP:Iteration 5Q (37124.370000 sec): 3 clusters
  Score: Raw -4615179.041412 + Penalty 11972.319350 = -4603206.722063
  nChanged 630
		SP:Iteration 6Q (37124.500000 sec): 3 clusters
  Score: Raw -4615536.684443 + Penalty 11972.319350 = -4603564.365093
  nChanged 615
		SP:Iteration 7Q (37124.640000 sec): 3 clusters
  Score: Raw -4615898.525578 + Penalty 11972.319350 = -4603926.206228
  nChanged 571
		SP:Iteration 8Q (37124.770000 sec): 3 clusters
  Score: Raw -4616224.983947 + Penalty 11972.319350 = -4604252.664597
  nChanged 557
		SP:Iteration 9Q (37124.900000 sec): 3 clusters
  Score: Raw -4616550.108146 + Penalty 11972.319350 = -4604577.788797
  nChanged 531
		SP:Iteration 10Q (37125.030000 sec): 3 clusters
  Score: Raw -4616852.512248 + Penalty 11972.319350 = -4604880.192898
  nChanged 546
		SP:Iteration 11Q (37125.160000 sec): 3 clusters
  Score: Raw -4617152.072884 + Penalty 11972.319350 = -4605179.753534
  nChanged 510
		SP:Iteration 12Q (37125.300000 sec): 3 clusters
  Score: Raw -4617403.016387 + Penalty 11972.319350 = -4605430.697037
  nChanged 489
		SP:Iteration 13Q (37125.430000 sec): 3 clusters
  Score: Raw -4617654.451780 + Penalty 11972.319350 = -4605682.132430
  nChanged 465
		SP:Iteration 14Q (37125.560000 sec): 3 clusters
  Score: Raw -4617890.886207 + Penalty 11972.319350 = -4605918.566857
  nChanged 429
		SP:Iteration 15Q (37125.700000 sec): 3 clusters
  Score: Raw -4618093.845083 + Penalty 11972.319350 = -4606121.525733
  nChanged 402
		SP:Iteration 16Q (37125.820000 sec): 3 clusters
  Score: Raw -4618291.092988 + Penalty 11972.319350 = -4606318.773639
  nChanged 366
		SP:Iteration 17Q (37125.960000 sec): 3 clusters
  Score: Raw -4618469.443242 + Penalty 11972.319350 = -4606497.123893
  nChanged 347
		SP:Iteration 18Q (37126.090000 sec): 3 clusters
  Score: Raw -4618621.330518 + Penalty 11972.319350 = -4606649.011169
  nChanged 309
		SP:Iteration 19Q (37126.220000 sec): 3 clusters
  Score: Raw -4618755.991480 + Penalty 11972.319350 = -4606783.672130
  nChanged 291
		SP:Iteration 20F (37126.350000 sec): 3 clusters
  Score: Raw -4618878.189117 + Penalty 11972.319350 = -4606905.869768
  nChanged 244
		SP:Iteration 21Q (37126.480000 sec): 3 clusters
  Score: Raw -4618973.993828 + Penalty 11972.319350 = -4607001.674478
  nChanged 216
		SP:Iteration 22Q (37126.610000 sec): 3 clusters
  Score: Raw -4619052.231188 + Penalty 11972.319350 = -4607079.911838
  nChanged 186
		SP:Iteration 23Q (37126.740000 sec): 3 clusters
  Score: Raw -4619114.519228 + Penalty 11972.319350 = -4607142.199879
  nChanged 151
		SP:Iteration 24Q (37126.860000 sec): 3 clusters
  Score: Raw -4619163.046302 + Penalty 11972.319350 = -4607190.726953
  nChanged 142
		SP:Iteration 25Q (37126.990000 sec): 3 clusters
  Score: Raw -4619207.759444 + Penalty 11972.319350 = -4607235.440094
  nChanged 129
		SP:Iteration 26Q (37127.120000 sec): 3 clusters
  Score: Raw -4619243.424372 + Penalty 11972.319350 = -4607271.105022
  nChanged 96
		SP:Iteration 27Q (37127.250000 sec): 3 clusters
  Score: Raw -4619267.995602 + Penalty 11972.319350 = -4607295.676253
  nChanged 84
		SP:Iteration 28Q (37127.370000 sec): 3 clusters
  Score: Raw -4619287.950481 + Penalty 11972.319350 = -4607315.631131
  nChanged 57
		SP:Iteration 29Q (37127.500000 sec): 3 clusters
  Score: Raw -4619300.221924 + Penalty 11972.319350 = -4607327.902574
  nChanged 48
		SP:Iteration 30Q (37127.630000 sec): 3 clusters
  Score: Raw -4619309.292503 + Penalty 11972.319350 = -4607336.973153
  nChanged 39
		SP:Iteration 31Q (37127.760000 sec): 3 clusters
  Score: Raw -4619317.392915 + Penalty 11972.319350 = -4607345.073566
  nChanged 36
		SP:Iteration 32Q (37127.880000 sec): 3 clusters
  Score: Raw -4619323.165223 + Penalty 11972.319350 = -4607350.845873
  nChanged 23
		SP:Iteration 33Q (37128.010000 sec): 3 clusters
  Score: Raw -4619327.422846 + Penalty 11972.319350 = -4607355.103496
  nChanged 27
		SP:Iteration 34Q (37128.130000 sec): 3 clusters
  Score: Raw -4619332.349628 + Penalty 11972.319350 = -4607360.030279
  nChanged 37
		SP:Iteration 35Q (37128.260000 sec): 3 clusters
  Score: Raw -4619339.800278 + Penalty 11972.319350 = -4607367.480929
  nChanged 34
		SP:Iteration 36Q (37128.390000 sec): 3 clusters
  Score: Raw -4619345.699272 + Penalty 11972.319350 = -4607373.379922
  nChanged 25
		SP:Iteration 37Q (37128.510000 sec): 3 clusters
  Score: Raw -4619350.384915 + Penalty 11972.319350 = -4607378.065566
  nChanged 24
		SP:Iteration 38Q (37128.640000 sec): 3 clusters
  Score: Raw -4619355.709398 + Penalty 11972.319350 = -4607383.390048
  nChanged 33
		SP:Iteration 39Q (37128.770000 sec): 3 clusters
  Score: Raw -4619361.889363 + Penalty 11972.319350 = -4607389.570013
  nChanged 26
		SP:Iteration 40F (37128.900000 sec): 3 clusters
  Score: Raw -4619366.396877 + Penalty 11972.319350 = -4607394.077527
  nChanged 23
		SP:Iteration 41Q (37129.030000 sec): 3 clusters
  Score: Raw -4619372.202491 + Penalty 11972.319350 = -4607399.883141
  nChanged 37
		SP:Iteration 42Q (37129.150000 sec): 3 clusters
  Score: Raw -4619380.584641 + Penalty 11972.319350 = -4607408.265292
  nChanged 35
		SP:Iteration 43Q (37129.280000 sec): 3 clusters
  Score: Raw -4619387.537218 + Penalty 11972.319350 = -4607415.217868
  nChanged 33
		SP:Iteration 44Q (37129.410000 sec): 3 clusters
  Score: Raw -4619394.180179 + Penalty 11972.319350 = -4607421.860830
  nChanged 38
		SP:Iteration 45Q (37129.530000 sec): 3 clusters
  Score: Raw -4619401.611319 + Penalty 11972.319350 = -4607429.291969
  nChanged 43
		SP:Iteration 46Q (37129.660000 sec): 3 clusters
  Score: Raw -4619409.804025 + Penalty 11972.319350 = -4607437.484676
  nChanged 34
		SP:Iteration 47Q (37129.780000 sec): 3 clusters
  Score: Raw -4619416.623037 + Penalty 11972.319350 = -4607444.303687
  nChanged 28
		SP:Iteration 48Q (37129.910000 sec): 3 clusters
  Score: Raw -4619421.395423 + Penalty 11972.319350 = -4607449.076073
  nChanged 26
		SP:Iteration 49Q (37130.040000 sec): 3 clusters
  Score: Raw -4619425.453213 + Penalty 11972.319350 = -4607453.133863
  nChanged 32
		SP:Iteration 50Q (37130.160000 sec): 3 clusters
  Score: Raw -4619431.011396 + Penalty 11972.319350 = -4607458.692047
  nChanged 37
		SP:Iteration 51Q (37130.290000 sec): 3 clusters
  Score: Raw -4619438.866326 + Penalty 11972.319350 = -4607466.546976
  nChanged 30
		SP:Iteration 52Q (37130.420000 sec): 3 clusters
  Score: Raw -4619444.613468 + Penalty 11972.319350 = -4607472.294119
  nChanged 35
		SP:Iteration 53Q (37130.550000 sec): 3 clusters
  Score: Raw -4619451.253296 + Penalty 11972.319350 = -4607478.933947
  nChanged 30
		SP:Iteration 54Q (37130.670000 sec): 3 clusters
  Score: Raw -4619457.009390 + Penalty 11972.319350 = -4607484.690041
  nChanged 32
		SP:Iteration 55Q (37130.800000 sec): 3 clusters
  Score: Raw -4619463.365374 + Penalty 11972.319350 = -4607491.046024
  nChanged 33
		SP:Iteration 56Q (37130.930000 sec): 3 clusters
  Score: Raw -4619469.718632 + Penalty 11972.319350 = -4607497.399282
  nChanged 37
		SP:Iteration 57Q (37131.050000 sec): 3 clusters
  Score: Raw -4619477.159244 + Penalty 11972.319350 = -4607504.839894
  nChanged 39
		SP:Iteration 58Q (37131.180000 sec): 3 clusters
  Score: Raw -4619484.422821 + Penalty 11972.319350 = -4607512.103471
  nChanged 42
		SP:Iteration 59Q (37131.310000 sec): 3 clusters
  Score: Raw -4619493.254473 + Penalty 11972.319350 = -4607520.935124
  nChanged 40
		SP:Iteration 60F (37131.440000 sec): 3 clusters
  Score: Raw -4619500.954872 + Penalty 11972.319350 = -4607528.635523
  nChanged 47
		SP:Iteration 61Q (37131.570000 sec): 3 clusters
  Score: Raw -4619511.008327 + Penalty 11972.319350 = -4607538.688977
  nChanged 46
		SP:Iteration 62Q (37131.690000 sec): 3 clusters
  Score: Raw -4619520.877085 + Penalty 11972.319350 = -4607548.557735
  nChanged 53
		SP:Iteration 63Q (37131.820000 sec): 3 clusters
  Score: Raw -4619532.318420 + Penalty 11972.319350 = -4607559.999071
  nChanged 54
		SP:Iteration 64Q (37131.950000 sec): 3 clusters
  Score: Raw -4619544.237537 + Penalty 11972.319350 = -4607571.918188
  nChanged 60
		SP:Iteration 65Q (37132.070000 sec): 3 clusters
  Score: Raw -4619559.115470 + Penalty 11972.319350 = -4607586.796121
  nChanged 78
		SP:Iteration 66Q (37132.200000 sec): 3 clusters
  Score: Raw -4619578.892269 + Penalty 11972.319350 = -4607606.572919
  nChanged 93
		SP:Iteration 67Q (37132.330000 sec): 3 clusters
  Score: Raw -4619604.616819 + Penalty 11972.319350 = -4607632.297470
  nChanged 87
		SP:Iteration 68Q (37132.450000 sec): 3 clusters
  Score: Raw -4619626.544394 + Penalty 11972.319350 = -4607654.225045
  nChanged 82
		SP:Iteration 69Q (37132.580000 sec): 3 clusters
  Score: Raw -4619651.132314 + Penalty 11972.319350 = -4607678.812964
  nChanged 97
		SP:Iteration 70Q (37132.710000 sec): 3 clusters
  Score: Raw -4619678.111711 + Penalty 11972.319350 = -4607705.792361
  nChanged 88
		SP:Iteration 71Q (37132.830000 sec): 3 clusters
  Score: Raw -4619703.795194 + Penalty 11972.319350 = -4607731.475845
  nChanged 84
		SP:Iteration 72Q (37132.960000 sec): 3 clusters
  Score: Raw -4619728.089915 + Penalty 11972.319350 = -4607755.770566
  nChanged 89
		SP:Iteration 73Q (37133.080000 sec): 3 clusters
  Score: Raw -4619752.022912 + Penalty 11972.319350 = -4607779.703562
  nChanged 79
		SP:Iteration 74Q (37133.210000 sec): 3 clusters
  Score: Raw -4619774.243817 + Penalty 11972.319350 = -4607801.924467
  nChanged 82
		SP:Iteration 75Q (37133.330000 sec): 3 clusters
  Score: Raw -4619798.599384 + Penalty 11972.319350 = -4607826.280034
  nChanged 92
		SP:Iteration 76Q (37133.460000 sec): 3 clusters
  Score: Raw -4619826.531925 + Penalty 11972.319350 = -4607854.212575
  nChanged 95
		SP:Iteration 77Q (37133.590000 sec): 3 clusters
  Score: Raw -4619853.141884 + Penalty 11972.319350 = -4607880.822534
  nChanged 80
		SP:Iteration 78Q (37133.710000 sec): 3 clusters
  Score: Raw -4619874.268561 + Penalty 11972.319350 = -4607901.949212
  nChanged 83
		SP:Iteration 79Q (37133.840000 sec): 3 clusters
  Score: Raw -4619897.137529 + Penalty 11972.319350 = -4607924.818179
  nChanged 94
		SP:Iteration 80F (37133.970000 sec): 3 clusters
  Score: Raw -4619923.308823 + Penalty 11972.319350 = -4607950.989474
  nChanged 88
		SP:Iteration 81Q (37134.090000 sec): 3 clusters
  Score: Raw -4619947.002523 + Penalty 11972.319350 = -4607974.683173
  nChanged 77
		SP:Iteration 82Q (37134.220000 sec): 3 clusters
  Score: Raw -4619967.033090 + Penalty 11972.319350 = -4607994.713740
  nChanged 77
		SP:Iteration 83Q (37134.350000 sec): 3 clusters
  Score: Raw -4619989.740149 + Penalty 11972.319350 = -4608017.420799
  nChanged 88
		SP:Iteration 84Q (37134.470000 sec): 3 clusters
  Score: Raw -4620014.400151 + Penalty 11972.319350 = -4608042.080802
  nChanged 72
		SP:Iteration 85Q (37134.600000 sec): 3 clusters
  Score: Raw -4620034.602464 + Penalty 11972.319350 = -4608062.283114
  nChanged 65
		SP:Iteration 86Q (37134.720000 sec): 3 clusters
  Score: Raw -4620052.023780 + Penalty 11972.319350 = -4608079.704430
  nChanged 61
		SP:Iteration 87Q (37134.850000 sec): 3 clusters
  Score: Raw -4620066.080867 + Penalty 11972.319350 = -4608093.761517
  nChanged 48
		SP:Iteration 88Q (37134.970000 sec): 3 clusters
  Score: Raw -4620078.794242 + Penalty 11972.319350 = -4608106.474893
  nChanged 41
		SP:Iteration 89Q (37135.090000 sec): 3 clusters
  Score: Raw -4620089.604039 + Penalty 11972.319350 = -4608117.284689
  nChanged 47
		SP:Iteration 90Q (37135.220000 sec): 3 clusters
  Score: Raw -4620101.949007 + Penalty 11972.319350 = -4608129.629657
  nChanged 47
		SP:Iteration 91Q (37135.340000 sec): 3 clusters
  Score: Raw -4620114.326076 + Penalty 11972.319350 = -4608142.006727
  nChanged 50
		SP:Iteration 92Q (37135.470000 sec): 3 clusters
  Score: Raw -4620126.393449 + Penalty 11972.319350 = -4608154.074100
  nChanged 49
		SP:Iteration 93Q (37135.590000 sec): 3 clusters
  Score: Raw -4620137.959823 + Penalty 11972.319350 = -4608165.640474
  nChanged 40
		SP:Iteration 94Q (37135.710000 sec): 3 clusters
  Score: Raw -4620146.490360 + Penalty 11972.319350 = -4608174.171010
  nChanged 36
		SP:Iteration 95Q (37135.840000 sec): 3 clusters
  Score: Raw -4620154.676241 + Penalty 11972.319350 = -4608182.356891
  nChanged 37
		SP:Iteration 96Q (37135.970000 sec): 3 clusters
  Score: Raw -4620165.105170 + Penalty 11972.319350 = -4608192.785821
  nChanged 44
		SP:Iteration 97Q (37136.090000 sec): 3 clusters
  Score: Raw -4620175.167179 + Penalty 11972.319350 = -4608202.847830
  nChanged 37
		SP:Iteration 98Q (37136.210000 sec): 3 clusters
  Score: Raw -4620184.262947 + Penalty 11972.319350 = -4608211.943598
  nChanged 37
		SP:Iteration 99Q (37136.340000 sec): 3 clusters
  Score: Raw -4620193.457155 + Penalty 11972.319350 = -4608221.137805
  nChanged 34
		SP:Iteration 100F (37136.470000 sec): 3 clusters
  Score: Raw -4620201.741908 + Penalty 11972.319350 = -4608229.422559
  nChanged 26
		SP:Iteration 101Q (37136.590000 sec): 3 clusters
  Score: Raw -4620208.026714 + Penalty 11972.319350 = -4608235.707365
  nChanged 30
		SP:Iteration 102Q (37136.720000 sec): 3 clusters
  Score: Raw -4620215.270259 + Penalty 11972.319350 = -4608242.950909
  nChanged 26
		SP:Iteration 103Q (37136.840000 sec): 3 clusters
  Score: Raw -4620220.856884 + Penalty 11972.319350 = -4608248.537535
  nChanged 26
		SP:Iteration 104Q (37136.970000 sec): 3 clusters
  Score: Raw -4620226.086499 + Penalty 11972.319350 = -4608253.767149
  nChanged 33
		SP:Iteration 105Q (37137.090000 sec): 3 clusters
  Score: Raw -4620233.024797 + Penalty 11972.319350 = -4608260.705447
  nChanged 26
		SP:Iteration 106Q (37137.220000 sec): 3 clusters
  Score: Raw -4620238.424328 + Penalty 11972.319350 = -4608266.104979
  nChanged 32
		SP:Iteration 107Q (37137.340000 sec): 3 clusters
  Score: Raw -4620246.546268 + Penalty 11972.319350 = -4608274.226919
  nChanged 21
		SP:Iteration 108Q (37137.470000 sec): 3 clusters
  Score: Raw -4620251.464102 + Penalty 11972.319350 = -4608279.144752
  nChanged 19
		SP:Iteration 109Q (37137.590000 sec): 3 clusters
  Score: Raw -4620255.201363 + Penalty 11972.319350 = -4608282.882014
  nChanged 12
		SP:Iteration 110Q (37137.710000 sec): 3 clusters
  Score: Raw -4620257.570124 + Penalty 11972.319350 = -4608285.250774
  nChanged 14
		SP:Iteration 111Q (37137.840000 sec): 3 clusters
  Score: Raw -4620260.764361 + Penalty 11972.319350 = -4608288.445011
  nChanged 23
		SP:Iteration 112Q (37137.960000 sec): 3 clusters
  Score: Raw -4620265.263873 + Penalty 11972.319350 = -4608292.944524
  nChanged 17
		SP:Iteration 113Q (37138.090000 sec): 3 clusters
  Score: Raw -4620268.591424 + Penalty 11972.319350 = -4608296.272075
  nChanged 13
		SP:Iteration 114Q (37138.210000 sec): 3 clusters
  Score: Raw -4620270.666313 + Penalty 11972.319350 = -4608298.346964
  nChanged 4
		SP:Iteration 115Q (37138.330000 sec): 3 clusters
  Score: Raw -4620271.499281 + Penalty 11972.319350 = -4608299.179932
  nChanged 2
		SP:Iteration 116Q (37138.460000 sec): 3 clusters
  Score: Raw -4620272.067935 + Penalty 11972.319350 = -4608299.748586
  nChanged 4
		SP:Iteration 117Q (37138.580000 sec): 3 clusters
  Score: Raw -4620272.758820 + Penalty 11972.319350 = -4608300.439470
  nChanged 6
		SP:Iteration 118Q (37138.710000 sec): 3 clusters
  Score: Raw -4620274.105277 + Penalty 11972.319350 = -4608301.785927
  nChanged 7
		SP:Iteration 119Q (37138.830000 sec): 3 clusters
  Score: Raw -4620275.286618 + Penalty 11972.319350 = -4608302.967268
  nChanged 8
		SP:Iteration 120F (37138.960000 sec): 3 clusters
  Score: Raw -4620277.375388 + Penalty 11972.319350 = -4608305.056038
  nChanged 8
		SP:Iteration 121Q (37139.090000 sec): 3 clusters
  Score: Raw -4620278.909922 + Penalty 11972.319350 = -4608306.590572
  nChanged 8
		SP:Iteration 122Q (37139.210000 sec): 3 clusters
  Score: Raw -4620280.507469 + Penalty 11972.319350 = -4608308.188119
  nChanged 7
		SP:Iteration 123Q (37139.330000 sec): 3 clusters
  Score: Raw -4620281.837541 + Penalty 11972.319350 = -4608309.518192
  nChanged 5
		SP:Iteration 124Q (37139.460000 sec): 3 clusters
  Score: Raw -4620283.199051 + Penalty 11972.319350 = -4608310.879701
  nChanged 11
		SP:Iteration 125Q (37139.580000 sec): 3 clusters
  Score: Raw -4620285.420600 + Penalty 11972.319350 = -4608313.101250
  nChanged 16
		SP:Iteration 126Q (37139.710000 sec): 3 clusters
  Score: Raw -4620289.483300 + Penalty 11972.319350 = -4608317.163950
  nChanged 14
		SP:Iteration 127Q (37139.830000 sec): 3 clusters
  Score: Raw -4620292.557093 + Penalty 11972.319350 = -4608320.237743
  nChanged 19
		SP:Iteration 128Q (37139.950000 sec): 3 clusters
  Score: Raw -4620296.466276 + Penalty 11972.319350 = -4608324.146926
  nChanged 16
		SP:Iteration 129Q (37140.080000 sec): 3 clusters
  Score: Raw -4620299.843466 + Penalty 11972.319350 = -4608327.524116
  nChanged 7
		SP:Iteration 130Q (37140.200000 sec): 3 clusters
  Score: Raw -4620301.274770 + Penalty 11972.319350 = -4608328.955421
  nChanged 7
		SP:Iteration 131Q (37140.330000 sec): 3 clusters
  Score: Raw -4620302.750072 + Penalty 11972.319350 = -4608330.430722
  nChanged 8
		SP:Iteration 132Q (37140.450000 sec): 3 clusters
  Score: Raw -4620304.079104 + Penalty 11972.319350 = -4608331.759755
  nChanged 6
		SP:Iteration 133Q (37140.570000 sec): 3 clusters
  Score: Raw -4620304.839973 + Penalty 11972.319350 = -4608332.520623
  nChanged 1
		SP:Iteration 134Q (37140.690000 sec): 3 clusters
  Score: Raw -4620305.016705 + Penalty 11972.319350 = -4608332.697356
  nChanged 0
		SP:Iteration 135F (37140.830000 sec): 3 clusters
  Score: Raw -4620305.016705 + Penalty 11972.319350 = -4608332.697356
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37140.870000 sec): 2 clusters
  Score: Raw -874059.659094 + Penalty 5004.758441 = -869054.900653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37140.890000 sec): 3 clusters
  Score: Raw -873007.122171 + Penalty 10009.516882 = -862997.605289
  nChanged 1013
		SP:Iteration 1F (37140.920000 sec): 3 clusters
  Score: Raw -873957.711160 + Penalty 10009.516882 = -863948.194278
  nChanged 275
		SP:Iteration 2F (37140.950000 sec): 3 clusters
  Score: Raw -874276.818498 + Penalty 10009.516882 = -864267.301617
  nChanged 165
		SP:Iteration 3Q (37140.970000 sec): 3 clusters
  Score: Raw -874507.702384 + Penalty 10009.516882 = -864498.185502
  nChanged 133
		SP:Iteration 4Q (37141.000000 sec): 3 clusters
  Score: Raw -874687.698831 + Penalty 10009.516882 = -864678.181949
  nChanged 126
		SP:Iteration 5Q (37141.030000 sec): 3 clusters
  Score: Raw -874869.221355 + Penalty 10009.516882 = -864859.704473
  nChanged 103
		SP:Iteration 6Q (37141.050000 sec): 3 clusters
  Score: Raw -875018.516941 + Penalty 10009.516882 = -865009.000060
  nChanged 105
		SP:Iteration 7Q (37141.080000 sec): 3 clusters
  Score: Raw -875179.167598 + Penalty 10009.516882 = -865169.650716
  nChanged 105
		SP:Iteration 8Q (37141.100000 sec): 3 clusters
  Score: Raw -875349.303749 + Penalty 10009.516882 = -865339.786868
  nChanged 94
		SP:Iteration 9Q (37141.130000 sec): 3 clusters
  Score: Raw -875499.056363 + Penalty 10009.516882 = -865489.539481
  nChanged 100
		SP:Iteration 10Q (37141.150000 sec): 3 clusters
  Score: Raw -875641.094980 + Penalty 10009.516882 = -865631.578099
  nChanged 85
		SP:Iteration 11Q (37141.170000 sec): 3 clusters
  Score: Raw -875761.247560 + Penalty 10009.516882 = -865751.730678
  nChanged 74
		SP:Iteration 12Q (37141.200000 sec): 3 clusters
  Score: Raw -875863.373217 + Penalty 10009.516882 = -865853.856335
  nChanged 58
		SP:Iteration 13Q (37141.230000 sec): 3 clusters
  Score: Raw -875945.843981 + Penalty 10009.516882 = -865936.327099
  nChanged 41
		SP:Iteration 14Q (37141.250000 sec): 3 clusters
  Score: Raw -875995.217858 + Penalty 10009.516882 = -865985.700976
  nChanged 34
		SP:Iteration 15Q (37141.270000 sec): 3 clusters
  Score: Raw -876034.893194 + Penalty 10009.516882 = -866025.376312
  nChanged 25
		SP:Iteration 16Q (37141.300000 sec): 3 clusters
  Score: Raw -876061.050302 + Penalty 10009.516882 = -866051.533420
  nChanged 24
		SP:Iteration 17Q (37141.320000 sec): 3 clusters
  Score: Raw -876089.021558 + Penalty 10009.516882 = -866079.504676
  nChanged 31
		SP:Iteration 18Q (37141.350000 sec): 3 clusters
  Score: Raw -876119.452575 + Penalty 10009.516882 = -866109.935693
  nChanged 28
		SP:Iteration 19Q (37141.370000 sec): 3 clusters
  Score: Raw -876147.762005 + Penalty 10009.516882 = -866138.245123
  nChanged 20
		SP:Iteration 20F (37141.400000 sec): 3 clusters
  Score: Raw -876165.494910 + Penalty 10009.516882 = -866155.978028
  nChanged 7
		SP:Iteration 21Q (37141.420000 sec): 3 clusters
  Score: Raw -876170.826398 + Penalty 10009.516882 = -866161.309516
  nChanged 4
		SP:Iteration 22Q (37141.450000 sec): 3 clusters
  Score: Raw -876175.054375 + Penalty 10009.516882 = -866165.537493
  nChanged 3
		SP:Iteration 23Q (37141.470000 sec): 3 clusters
  Score: Raw -876177.923276 + Penalty 10009.516882 = -866168.406394
  nChanged 1
		SP:Iteration 24Q (37141.490000 sec): 3 clusters
  Score: Raw -876180.069375 + Penalty 10009.516882 = -866170.552494
  nChanged 5
		SP:Iteration 25Q (37141.520000 sec): 3 clusters
  Score: Raw -876184.760030 + Penalty 10009.516882 = -866175.243149
  nChanged 5
		SP:Iteration 26Q (37141.540000 sec): 3 clusters
  Score: Raw -876189.171988 + Penalty 10009.516882 = -866179.655106
  nChanged 7
		SP:Iteration 27Q (37141.570000 sec): 3 clusters
  Score: Raw -876194.934741 + Penalty 10009.516882 = -866185.417860
  nChanged 9
		SP:Iteration 28Q (37141.590000 sec): 3 clusters
  Score: Raw -876201.707602 + Penalty 10009.516882 = -866192.190720
  nChanged 5
		SP:Iteration 29Q (37141.610000 sec): 3 clusters
  Score: Raw -876205.422186 + Penalty 10009.516882 = -866195.905304
  nChanged 6
		SP:Iteration 30Q (37141.640000 sec): 3 clusters
  Score: Raw -876214.555915 + Penalty 10009.516882 = -866205.039034
  nChanged 10
		SP:Iteration 31Q (37141.660000 sec): 3 clusters
  Score: Raw -876225.054542 + Penalty 10009.516882 = -866215.537660
  nChanged 11
		SP:Iteration 32Q (37141.690000 sec): 3 clusters
  Score: Raw -876238.727708 + Penalty 10009.516882 = -866229.210827
  nChanged 8
		SP:Iteration 33Q (37141.710000 sec): 3 clusters
  Score: Raw -876246.442146 + Penalty 10009.516882 = -866236.925264
  nChanged 10
		SP:Iteration 34Q (37141.740000 sec): 3 clusters
  Score: Raw -876256.869151 + Penalty 10009.516882 = -866247.352269
  nChanged 11
		SP:Iteration 35Q (37141.770000 sec): 3 clusters
  Score: Raw -876272.457354 + Penalty 10009.516882 = -866262.940472
  nChanged 13
		SP:Iteration 36Q (37141.790000 sec): 3 clusters
  Score: Raw -876290.835259 + Penalty 10009.516882 = -866281.318377
  nChanged 9
		SP:Iteration 37Q (37141.810000 sec): 3 clusters
  Score: Raw -876300.184476 + Penalty 10009.516882 = -866290.667594
  nChanged 8
		SP:Iteration 38Q (37141.840000 sec): 3 clusters
  Score: Raw -876307.196055 + Penalty 10009.516882 = -866297.679174
  nChanged 4
		SP:Iteration 39Q (37141.870000 sec): 3 clusters
  Score: Raw -876311.721904 + Penalty 10009.516882 = -866302.205023
  nChanged 2
		SP:Iteration 40F (37141.890000 sec): 3 clusters
  Score: Raw -876313.735295 + Penalty 10009.516882 = -866304.218413
  nChanged 3
		SP:Iteration 41Q (37141.920000 sec): 3 clusters
  Score: Raw -876320.240349 + Penalty 10009.516882 = -866310.723467
  nChanged 7
		SP:Iteration 42Q (37141.940000 sec): 3 clusters
  Score: Raw -876334.327028 + Penalty 10009.516882 = -866324.810146
  nChanged 9
		SP:Iteration 43Q (37141.970000 sec): 3 clusters
  Score: Raw -876343.708543 + Penalty 10009.516882 = -866334.191662
  nChanged 4
		SP:Iteration 44Q (37141.990000 sec): 3 clusters
  Score: Raw -876346.942566 + Penalty 10009.516882 = -866337.425685
  nChanged 2
		SP:Iteration 45Q (37142.010000 sec): 3 clusters
  Score: Raw -876348.063539 + Penalty 10009.516882 = -866338.546658
  nChanged 3
		SP:Iteration 46Q (37142.040000 sec): 3 clusters
  Score: Raw -876350.320669 + Penalty 10009.516882 = -866340.803787
  nChanged 4
		SP:Iteration 47Q (37142.060000 sec): 3 clusters
  Score: Raw -876353.353282 + Penalty 10009.516882 = -866343.836400
  nChanged 3
		SP:Iteration 48Q (37142.090000 sec): 3 clusters
  Score: Raw -876357.112744 + Penalty 10009.516882 = -866347.595862
  nChanged 0
		SP:Iteration 49F (37142.110000 sec): 3 clusters
  Score: Raw -876357.112744 + Penalty 10009.516882 = -866347.595862
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37142.130000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37142.140000 sec): 3 clusters
  Score: Raw -382087.024301 + Penalty 8912.086091 = -373174.938209
  nChanged 277
		SP:Iteration 1F (37142.150000 sec): 3 clusters
  Score: Raw -382581.934700 + Penalty 8912.086091 = -373669.848609
  nChanged 68
		SP:Iteration 2Q (37142.160000 sec): 3 clusters
  Score: Raw -382828.315361 + Penalty 8912.086091 = -373916.229270
  nChanged 51
		SP:Iteration 3Q (37142.170000 sec): 3 clusters
  Score: Raw -383037.475368 + Penalty 8912.086091 = -374125.389277
  nChanged 47
		SP:Iteration 4Q (37142.190000 sec): 3 clusters
  Score: Raw -383157.879957 + Penalty 8912.086091 = -374245.793865
  nChanged 34
		SP:Iteration 5Q (37142.190000 sec): 3 clusters
  Score: Raw -383266.266136 + Penalty 8912.086091 = -374354.180045
  nChanged 36
		SP:Iteration 6Q (37142.210000 sec): 3 clusters
  Score: Raw -383349.496288 + Penalty 8912.086091 = -374437.410197
  nChanged 26
		SP:Iteration 7Q (37142.210000 sec): 3 clusters
  Score: Raw -383398.323317 + Penalty 8912.086091 = -374486.237225
  nChanged 13
		SP:Iteration 8Q (37142.230000 sec): 3 clusters
  Score: Raw -383423.655422 + Penalty 8912.086091 = -374511.569330
  nChanged 6
		SP:Iteration 9Q (37142.240000 sec): 3 clusters
  Score: Raw -383435.100966 + Penalty 8912.086091 = -374523.014874
  nChanged 3
		SP:Iteration 10Q (37142.250000 sec): 3 clusters
  Score: Raw -383439.013648 + Penalty 8912.086091 = -374526.927557
  nChanged 2
		SP:Iteration 11Q (37142.260000 sec): 3 clusters
  Score: Raw -383442.228216 + Penalty 8912.086091 = -374530.142125
  nChanged 2
		SP:Iteration 12Q (37142.270000 sec): 3 clusters
  Score: Raw -383444.745191 + Penalty 8912.086091 = -374532.659100
  nChanged 2
		SP:Iteration 13Q (37142.270000 sec): 3 clusters
  Score: Raw -383447.434348 + Penalty 8912.086091 = -374535.348256
  nChanged 3
		SP:Iteration 14Q (37142.290000 sec): 3 clusters
  Score: Raw -383451.763736 + Penalty 8912.086091 = -374539.677645
  nChanged 1
		SP:Iteration 15Q (37142.290000 sec): 3 clusters
  Score: Raw -383454.310502 + Penalty 8912.086091 = -374542.224411
  nChanged 1
		SP:Iteration 16Q (37142.310000 sec): 3 clusters
  Score: Raw -383454.953125 + Penalty 8912.086091 = -374542.867033
  nChanged 0
		SP:Iteration 17F (37142.320000 sec): 3 clusters
  Score: Raw -383454.953125 + Penalty 8912.086091 = -374542.867033
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37142.330000 sec): 2 clusters
  Score: Raw -336462.275837 + Penalty 4393.579942 = -332068.695895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37142.340000 sec): 3 clusters
  Score: Raw -336479.190872 + Penalty 8787.159885 = -327692.030987
  nChanged 212
		SP:Iteration 1F (37142.350000 sec): 3 clusters
  Score: Raw -336871.898631 + Penalty 8787.159885 = -328084.738747
  nChanged 54
		SP:Iteration 2Q (37142.360000 sec): 3 clusters
  Score: Raw -337000.727836 + Penalty 8787.159885 = -328213.567952
  nChanged 25
		SP:Iteration 3Q (37142.370000 sec): 3 clusters
  Score: Raw -337057.807843 + Penalty 8787.159885 = -328270.647959
  nChanged 16
		SP:Iteration 4Q (37142.380000 sec): 3 clusters
  Score: Raw -337098.412632 + Penalty 8787.159885 = -328311.252748
  nChanged 13
		SP:Iteration 5Q (37142.390000 sec): 3 clusters
  Score: Raw -337129.922833 + Penalty 8787.159885 = -328342.762949
  nChanged 11
		SP:Iteration 6Q (37142.400000 sec): 3 clusters
  Score: Raw -337152.457944 + Penalty 8787.159885 = -328365.298059
  nChanged 5
		SP:Iteration 7Q (37142.410000 sec): 3 clusters
  Score: Raw -337163.524032 + Penalty 8787.159885 = -328376.364147
  nChanged 2
		SP:Iteration 8Q (37142.420000 sec): 3 clusters
  Score: Raw -337169.010848 + Penalty 8787.159885 = -328381.850964
  nChanged 1
		SP:Iteration 9Q (37142.430000 sec): 3 clusters
  Score: Raw -337171.318090 + Penalty 8787.159885 = -328384.158206
  nChanged 1
		SP:Iteration 10Q (37142.440000 sec): 3 clusters
  Score: Raw -337173.690757 + Penalty 8787.159885 = -328386.530873
  nChanged 2
		SP:Iteration 11Q (37142.450000 sec): 3 clusters
  Score: Raw -337177.661612 + Penalty 8787.159885 = -328390.501728
  nChanged 5
		SP:Iteration 12Q (37142.450000 sec): 3 clusters
  Score: Raw -337185.091121 + Penalty 8787.159885 = -328397.931236
  nChanged 3
		SP:Iteration 13Q (37142.460000 sec): 3 clusters
  Score: Raw -337191.252843 + Penalty 8787.159885 = -328404.092959
  nChanged 1
		SP:Iteration 14Q (37142.470000 sec): 3 clusters
  Score: Raw -337193.210436 + Penalty 8787.159885 = -328406.050551
  nChanged 1
		SP:Iteration 15Q (37142.480000 sec): 3 clusters
  Score: Raw -337194.619690 + Penalty 8787.159885 = -328407.459805
  nChanged 1
		SP:Iteration 16Q (37142.490000 sec): 3 clusters
  Score: Raw -337195.264116 + Penalty 8787.159885 = -328408.104231
  nChanged 0
		SP:Iteration 17F (37142.500000 sec): 3 clusters
  Score: Raw -337195.264116 + Penalty 8787.159885 = -328408.104231
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37142.590000 sec): 2 clusters
  Score: Raw -3458101.438039 + Penalty 5815.775274 = -3452285.662765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37142.690000 sec): 3 clusters
  Score: Raw -3451538.646238 + Penalty 11631.550547 = -3439907.095691
  nChanged 5124
		SP:Iteration 1F (37142.800000 sec): 3 clusters
  Score: Raw -3454377.773124 + Penalty 11631.550547 = -3442746.222577
  nChanged 1003
		SP:Iteration 2F (37142.900000 sec): 3 clusters
  Score: Raw -3454934.871682 + Penalty 11631.550547 = -3443303.321135
  nChanged 706
		SP:Iteration 3F (37143.000000 sec): 3 clusters
  Score: Raw -3455321.989657 + Penalty 11631.550547 = -3443690.439110
  nChanged 527
		SP:Iteration 4Q (37143.100000 sec): 3 clusters
  Score: Raw -3455618.872064 + Penalty 11631.550547 = -3443987.321517
  nChanged 444
		SP:Iteration 5Q (37143.200000 sec): 3 clusters
  Score: Raw -3455881.801385 + Penalty 11631.550547 = -3444250.250838
  nChanged 434
		SP:Iteration 6Q (37143.300000 sec): 3 clusters
  Score: Raw -3456138.668025 + Penalty 11631.550547 = -3444507.117478
  nChanged 439
		SP:Iteration 7Q (37143.400000 sec): 3 clusters
  Score: Raw -3456416.629946 + Penalty 11631.550547 = -3444785.079399
  nChanged 447
		SP:Iteration 8Q (37143.500000 sec): 3 clusters
  Score: Raw -3456674.327021 + Penalty 11631.550547 = -3445042.776474
  nChanged 430
		SP:Iteration 9Q (37143.610000 sec): 3 clusters
  Score: Raw -3456927.722010 + Penalty 11631.550547 = -3445296.171463
  nChanged 414
		SP:Iteration 10Q (37143.710000 sec): 3 clusters
  Score: Raw -3457176.514438 + Penalty 11631.550547 = -3445544.963891
  nChanged 395
		SP:Iteration 11Q (37143.810000 sec): 3 clusters
  Score: Raw -3457434.390129 + Penalty 11631.550547 = -3445802.839582
  nChanged 370
		SP:Iteration 12Q (37143.910000 sec): 3 clusters
  Score: Raw -3457662.577207 + Penalty 11631.550547 = -3446031.026660
  nChanged 364
		SP:Iteration 13Q (37144.010000 sec): 3 clusters
  Score: Raw -3457897.500549 + Penalty 11631.550547 = -3446265.950002
  nChanged 358
		SP:Iteration 14Q (37144.110000 sec): 3 clusters
  Score: Raw -3458137.632835 + Penalty 11631.550547 = -3446506.082288
  nChanged 328
		SP:Iteration 15Q (37144.200000 sec): 3 clusters
  Score: Raw -3458350.004103 + Penalty 11631.550547 = -3446718.453556
  nChanged 323
		SP:Iteration 16Q (37144.300000 sec): 3 clusters
  Score: Raw -3458555.233020 + Penalty 11631.550547 = -3446923.682473
  nChanged 255
		SP:Iteration 17Q (37144.400000 sec): 3 clusters
  Score: Raw -3458712.164772 + Penalty 11631.550547 = -3447080.614225
  nChanged 242
		SP:Iteration 18Q (37144.490000 sec): 3 clusters
  Score: Raw -3458863.063516 + Penalty 11631.550547 = -3447231.512969
  nChanged 230
		SP:Iteration 19Q (37144.590000 sec): 3 clusters
  Score: Raw -3458977.077988 + Penalty 11631.550547 = -3447345.527441
  nChanged 181
		SP:Iteration 20F (37144.690000 sec): 3 clusters
  Score: Raw -3459066.555118 + Penalty 11631.550547 = -3447435.004571
  nChanged 127
		SP:Iteration 21Q (37144.780000 sec): 3 clusters
  Score: Raw -3459131.992934 + Penalty 11631.550547 = -3447500.442387
  nChanged 128
		SP:Iteration 22Q (37144.880000 sec): 3 clusters
  Score: Raw -3459182.596828 + Penalty 11631.550547 = -3447551.046281
  nChanged 102
		SP:Iteration 23Q (37144.970000 sec): 3 clusters
  Score: Raw -3459218.650225 + Penalty 11631.550547 = -3447587.099678
  nChanged 77
		SP:Iteration 24Q (37145.060000 sec): 3 clusters
  Score: Raw -3459247.660770 + Penalty 11631.550547 = -3447616.110223
  nChanged 73
		SP:Iteration 25Q (37145.150000 sec): 3 clusters
  Score: Raw -3459272.973533 + Penalty 11631.550547 = -3447641.422986
  nChanged 62
		SP:Iteration 26Q (37145.250000 sec): 3 clusters
  Score: Raw -3459291.940102 + Penalty 11631.550547 = -3447660.389555
  nChanged 46
		SP:Iteration 27Q (37145.340000 sec): 3 clusters
  Score: Raw -3459304.154986 + Penalty 11631.550547 = -3447672.604439
  nChanged 31
		SP:Iteration 28Q (37145.430000 sec): 3 clusters
  Score: Raw -3459312.642027 + Penalty 11631.550547 = -3447681.091480
  nChanged 20
		SP:Iteration 29Q (37145.520000 sec): 3 clusters
  Score: Raw -3459317.490532 + Penalty 11631.550547 = -3447685.939985
  nChanged 16
		SP:Iteration 30Q (37145.620000 sec): 3 clusters
  Score: Raw -3459322.651182 + Penalty 11631.550547 = -3447691.100635
  nChanged 16
		SP:Iteration 31Q (37145.710000 sec): 3 clusters
  Score: Raw -3459327.507540 + Penalty 11631.550547 = -3447695.956993
  nChanged 16
		SP:Iteration 32Q (37145.800000 sec): 3 clusters
  Score: Raw -3459331.940940 + Penalty 11631.550547 = -3447700.390393
  nChanged 12
		SP:Iteration 33Q (37145.890000 sec): 3 clusters
  Score: Raw -3459335.203221 + Penalty 11631.550547 = -3447703.652674
  nChanged 10
		SP:Iteration 34Q (37145.990000 sec): 3 clusters
  Score: Raw -3459337.329454 + Penalty 11631.550547 = -3447705.778907
  nChanged 15
		SP:Iteration 35Q (37146.080000 sec): 3 clusters
  Score: Raw -3459341.807204 + Penalty 11631.550547 = -3447710.256657
  nChanged 16
		SP:Iteration 36Q (37146.170000 sec): 3 clusters
  Score: Raw -3459345.863519 + Penalty 11631.550547 = -3447714.312972
  nChanged 14
		SP:Iteration 37Q (37146.260000 sec): 3 clusters
  Score: Raw -3459350.024250 + Penalty 11631.550547 = -3447718.473703
  nChanged 12
		SP:Iteration 38Q (37146.350000 sec): 3 clusters
  Score: Raw -3459353.679468 + Penalty 11631.550547 = -3447722.128921
  nChanged 11
		SP:Iteration 39Q (37146.450000 sec): 3 clusters
  Score: Raw -3459357.099066 + Penalty 11631.550547 = -3447725.548519
  nChanged 12
		SP:Iteration 40F (37146.550000 sec): 3 clusters
  Score: Raw -3459360.144687 + Penalty 11631.550547 = -3447728.594140
  nChanged 12
		SP:Iteration 41Q (37146.630000 sec): 3 clusters
  Score: Raw -3459365.278401 + Penalty 11631.550547 = -3447733.727854
  nChanged 10
		SP:Iteration 42Q (37146.730000 sec): 3 clusters
  Score: Raw -3459368.563337 + Penalty 11631.550547 = -3447737.012790
  nChanged 11
		SP:Iteration 43Q (37146.820000 sec): 3 clusters
  Score: Raw -3459371.227140 + Penalty 11631.550547 = -3447739.676593
  nChanged 5
		SP:Iteration 44Q (37146.910000 sec): 3 clusters
  Score: Raw -3459372.713443 + Penalty 11631.550547 = -3447741.162896
  nChanged 3
		SP:Iteration 45Q (37147.000000 sec): 3 clusters
  Score: Raw -3459373.290555 + Penalty 11631.550547 = -3447741.740008
  nChanged 6
		SP:Iteration 46Q (37147.090000 sec): 3 clusters
  Score: Raw -3459374.724557 + Penalty 11631.550547 = -3447743.174010
  nChanged 5
		SP:Iteration 47Q (37147.180000 sec): 3 clusters
  Score: Raw -3459375.813616 + Penalty 11631.550547 = -3447744.263069
  nChanged 6
		SP:Iteration 48Q (37147.280000 sec): 3 clusters
  Score: Raw -3459377.085453 + Penalty 11631.550547 = -3447745.534906
  nChanged 5
		SP:Iteration 49Q (37147.370000 sec): 3 clusters
  Score: Raw -3459378.225330 + Penalty 11631.550547 = -3447746.674783
  nChanged 4
		SP:Iteration 50Q (37147.460000 sec): 3 clusters
  Score: Raw -3459379.068484 + Penalty 11631.550547 = -3447747.517937
  nChanged 3
		SP:Iteration 51Q (37147.550000 sec): 3 clusters
  Score: Raw -3459379.809130 + Penalty 11631.550547 = -3447748.258583
  nChanged 2
		SP:Iteration 52Q (37147.640000 sec): 3 clusters
  Score: Raw -3459380.502448 + Penalty 11631.550547 = -3447748.951901
  nChanged 2
		SP:Iteration 53Q (37147.730000 sec): 3 clusters
  Score: Raw -3459380.854847 + Penalty 11631.550547 = -3447749.304300
  nChanged 1
		SP:Iteration 54Q (37147.820000 sec): 3 clusters
  Score: Raw -3459381.352953 + Penalty 11631.550547 = -3447749.802406
  nChanged 1
		SP:Iteration 55Q (37147.920000 sec): 3 clusters
  Score: Raw -3459381.550953 + Penalty 11631.550547 = -3447750.000406
  nChanged 0
		SP:Iteration 56F (37148.020000 sec): 3 clusters
  Score: Raw -3459381.550953 + Penalty 11631.550547 = -3447750.000406
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (15844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37148.120000 sec): 2 clusters
  Score: Raw -4223785.071724 + Penalty 5923.209522 = -4217861.862201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37148.240000 sec): 3 clusters
  Score: Raw -4215801.844925 + Penalty 11846.419044 = -4203955.425881
  nChanged 6240
		SP:Iteration 1F (37148.360000 sec): 3 clusters
  Score: Raw -4219121.413106 + Penalty 11846.419044 = -4207274.994061
  nChanged 1085
		SP:Iteration 2F (37148.480000 sec): 3 clusters
  Score: Raw -4219689.250691 + Penalty 11846.419044 = -4207842.831647
  nChanged 753
		SP:Iteration 3Q (37148.600000 sec): 3 clusters
  Score: Raw -4220063.947631 + Penalty 11846.419044 = -4208217.528586
  nChanged 649
		SP:Iteration 4Q (37148.720000 sec): 3 clusters
  Score: Raw -4220346.922987 + Penalty 11846.419044 = -4208500.503942
  nChanged 506
		SP:Iteration 5Q (37148.850000 sec): 3 clusters
  Score: Raw -4220560.643333 + Penalty 11846.419044 = -4208714.224289
  nChanged 438
		SP:Iteration 6Q (37148.970000 sec): 3 clusters
  Score: Raw -4220749.749762 + Penalty 11846.419044 = -4208903.330717
  nChanged 378
		SP:Iteration 7Q (37149.090000 sec): 3 clusters
  Score: Raw -4220912.024950 + Penalty 11846.419044 = -4209065.605905
  nChanged 374
		SP:Iteration 8Q (37149.210000 sec): 3 clusters
  Score: Raw -4221066.876939 + Penalty 11846.419044 = -4209220.457894
  nChanged 374
		SP:Iteration 9Q (37149.330000 sec): 3 clusters
  Score: Raw -4221227.462233 + Penalty 11846.419044 = -4209381.043188
  nChanged 366
		SP:Iteration 10Q (37149.450000 sec): 3 clusters
  Score: Raw -4221386.516095 + Penalty 11846.419044 = -4209540.097051
  nChanged 341
		SP:Iteration 11Q (37149.570000 sec): 3 clusters
  Score: Raw -4221527.663644 + Penalty 11846.419044 = -4209681.244600
  nChanged 338
		SP:Iteration 12Q (37149.690000 sec): 3 clusters
  Score: Raw -4221678.289176 + Penalty 11846.419044 = -4209831.870132
  nChanged 372
		SP:Iteration 13Q (37149.810000 sec): 3 clusters
  Score: Raw -4221854.290138 + Penalty 11846.419044 = -4210007.871094
  nChanged 368
		SP:Iteration 14Q (37149.920000 sec): 3 clusters
  Score: Raw -4222023.908942 + Penalty 11846.419044 = -4210177.489897
  nChanged 376
		SP:Iteration 15Q (37150.040000 sec): 3 clusters
  Score: Raw -4222208.667543 + Penalty 11846.419044 = -4210362.248499
  nChanged 375
		SP:Iteration 16Q (37150.160000 sec): 3 clusters
  Score: Raw -4222406.692402 + Penalty 11846.419044 = -4210560.273358
  nChanged 398
		SP:Iteration 17Q (37150.280000 sec): 3 clusters
  Score: Raw -4222631.774706 + Penalty 11846.419044 = -4210785.355662
  nChanged 374
		SP:Iteration 18Q (37150.400000 sec): 3 clusters
  Score: Raw -4222867.296843 + Penalty 11846.419044 = -4211020.877799
  nChanged 371
		SP:Iteration 19Q (37150.520000 sec): 3 clusters
  Score: Raw -4223108.729829 + Penalty 11846.419044 = -4211262.310784
  nChanged 369
		SP:Iteration 20F (37150.640000 sec): 3 clusters
  Score: Raw -4223357.253342 + Penalty 11846.419044 = -4211510.834297
  nChanged 331
		SP:Iteration 21Q (37150.750000 sec): 3 clusters
  Score: Raw -4223598.627620 + Penalty 11846.419044 = -4211752.208576
  nChanged 304
		SP:Iteration 22Q (37150.870000 sec): 3 clusters
  Score: Raw -4223812.918408 + Penalty 11846.419044 = -4211966.499364
  nChanged 255
		SP:Iteration 23Q (37150.990000 sec): 3 clusters
  Score: Raw -4224007.787219 + Penalty 11846.419044 = -4212161.368174
  nChanged 208
		SP:Iteration 24Q (37151.110000 sec): 3 clusters
  Score: Raw -4224185.409322 + Penalty 11846.419044 = -4212338.990278
  nChanged 193
		SP:Iteration 25Q (37151.220000 sec): 3 clusters
  Score: Raw -4224358.078729 + Penalty 11846.419044 = -4212511.659684
  nChanged 167
		SP:Iteration 26Q (37151.330000 sec): 3 clusters
  Score: Raw -4224499.570534 + Penalty 11846.419044 = -4212653.151489
  nChanged 138
		SP:Iteration 27Q (37151.440000 sec): 3 clusters
  Score: Raw -4224618.531101 + Penalty 11846.419044 = -4212772.112057
  nChanged 116
		SP:Iteration 28Q (37151.540000 sec): 3 clusters
  Score: Raw -4224727.100284 + Penalty 11846.419044 = -4212880.681239
  nChanged 98
		SP:Iteration 29Q (37151.650000 sec): 3 clusters
  Score: Raw -4224810.640379 + Penalty 11846.419044 = -4212964.221335
  nChanged 85
		SP:Iteration 30Q (37151.750000 sec): 3 clusters
  Score: Raw -4224877.405878 + Penalty 11846.419044 = -4213030.986834
  nChanged 72
		SP:Iteration 31Q (37151.850000 sec): 3 clusters
  Score: Raw -4224936.378891 + Penalty 11846.419044 = -4213089.959846
  nChanged 92
		SP:Iteration 32Q (37151.950000 sec): 3 clusters
  Score: Raw -4225001.058705 + Penalty 11846.419044 = -4213154.639661
  nChanged 69
		SP:Iteration 33Q (37152.040000 sec): 3 clusters
  Score: Raw -4225048.063036 + Penalty 11846.419044 = -4213201.643991
  nChanged 64
		SP:Iteration 34Q (37152.140000 sec): 3 clusters
  Score: Raw -4225099.644250 + Penalty 11846.419044 = -4213253.225206
  nChanged 62
		SP:Iteration 35Q (37152.230000 sec): 3 clusters
  Score: Raw -4225145.720802 + Penalty 11846.419044 = -4213299.301758
  nChanged 44
		SP:Iteration 36Q (37152.330000 sec): 3 clusters
  Score: Raw -4225173.381420 + Penalty 11846.419044 = -4213326.962376
  nChanged 36
		SP:Iteration 37Q (37152.420000 sec): 3 clusters
  Score: Raw -4225198.337617 + Penalty 11846.419044 = -4213351.918572
  nChanged 37
		SP:Iteration 38Q (37152.510000 sec): 3 clusters
  Score: Raw -4225224.925006 + Penalty 11846.419044 = -4213378.505962
  nChanged 36
		SP:Iteration 39Q (37152.610000 sec): 3 clusters
  Score: Raw -4225252.437940 + Penalty 11846.419044 = -4213406.018896
  nChanged 34
		SP:Iteration 40F (37152.730000 sec): 3 clusters
  Score: Raw -4225275.925964 + Penalty 11846.419044 = -4213429.506919
  nChanged 28
		SP:Iteration 41Q (37152.820000 sec): 3 clusters
  Score: Raw -4225292.067232 + Penalty 11846.419044 = -4213445.648187
  nChanged 26
		SP:Iteration 42Q (37152.910000 sec): 3 clusters
  Score: Raw -4225307.251124 + Penalty 11846.419044 = -4213460.832080
  nChanged 18
		SP:Iteration 43Q (37153.010000 sec): 3 clusters
  Score: Raw -4225320.933860 + Penalty 11846.419044 = -4213474.514815
  nChanged 26
		SP:Iteration 44Q (37153.100000 sec): 3 clusters
  Score: Raw -4225336.517281 + Penalty 11846.419044 = -4213490.098237
  nChanged 25
		SP:Iteration 45Q (37153.190000 sec): 3 clusters
  Score: Raw -4225354.608393 + Penalty 11846.419044 = -4213508.189348
  nChanged 27
		SP:Iteration 46Q (37153.280000 sec): 3 clusters
  Score: Raw -4225372.141534 + Penalty 11846.419044 = -4213525.722489
  nChanged 23
		SP:Iteration 47Q (37153.370000 sec): 3 clusters
  Score: Raw -4225384.316837 + Penalty 11846.419044 = -4213537.897793
  nChanged 18
		SP:Iteration 48Q (37153.470000 sec): 3 clusters
  Score: Raw -4225395.589793 + Penalty 11846.419044 = -4213549.170748
  nChanged 14
		SP:Iteration 49Q (37153.550000 sec): 3 clusters
  Score: Raw -4225402.968934 + Penalty 11846.419044 = -4213556.549890
  nChanged 17
		SP:Iteration 50Q (37153.650000 sec): 3 clusters
  Score: Raw -4225410.782463 + Penalty 11846.419044 = -4213564.363418
  nChanged 13
		SP:Iteration 51Q (37153.740000 sec): 3 clusters
  Score: Raw -4225416.949456 + Penalty 11846.419044 = -4213570.530412
  nChanged 11
		SP:Iteration 52Q (37153.830000 sec): 3 clusters
  Score: Raw -4225424.933540 + Penalty 11846.419044 = -4213578.514496
  nChanged 7
		SP:Iteration 53Q (37153.920000 sec): 3 clusters
  Score: Raw -4225428.484595 + Penalty 11846.419044 = -4213582.065550
  nChanged 8
		SP:Iteration 54Q (37154.010000 sec): 3 clusters
  Score: Raw -4225431.020972 + Penalty 11846.419044 = -4213584.601927
  nChanged 2
		SP:Iteration 55Q (37154.100000 sec): 3 clusters
  Score: Raw -4225431.715617 + Penalty 11846.419044 = -4213585.296573
  nChanged 1
		SP:Iteration 56Q (37154.190000 sec): 3 clusters
  Score: Raw -4225432.049379 + Penalty 11846.419044 = -4213585.630335
  nChanged 0
		SP:Iteration 57F (37154.310000 sec): 3 clusters
  Score: Raw -4225432.049379 + Penalty 11846.419044 = -4213585.630335
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37154.900000 sec): 2 clusters
  Score: Raw -23700967.205057 + Penalty 6979.821728 = -23693987.383329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37155.590000 sec): 3 clusters
  Score: Raw -23646971.875504 + Penalty 13959.643457 = -23633012.232047
  nChanged 40433
		SP:Iteration 1F (37156.270000 sec): 3 clusters
  Score: Raw -23668938.132010 + Penalty 13959.643457 = -23654978.488553
  nChanged 3957
		SP:Iteration 2Q (37156.950000 sec): 3 clusters
  Score: Raw -23670075.452591 + Penalty 13959.643457 = -23656115.809134
  nChanged 3461
		SP:Iteration 3Q (37157.640000 sec): 3 clusters
  Score: Raw -23671066.758901 + Penalty 13959.643457 = -23657107.115444
  nChanged 3338
		SP:Iteration 4Q (37158.330000 sec): 3 clusters
  Score: Raw -23672107.641505 + Penalty 13959.643457 = -23658147.998049
  nChanged 3510
		SP:Iteration 5Q (37159.020000 sec): 3 clusters
  Score: Raw -23673378.634906 + Penalty 13959.643457 = -23659418.991449
  nChanged 3998
		SP:Iteration 6Q (37159.710000 sec): 3 clusters
  Score: Raw -23675224.210539 + Penalty 13959.643457 = -23661264.567082
  nChanged 5008
		SP:Iteration 7F (37160.390000 sec): 3 clusters
  Score: Raw -23678164.721105 + Penalty 13959.643457 = -23664205.077648
  nChanged 5942
		SP:Iteration 8F (37161.070000 sec): 3 clusters
  Score: Raw -23682373.155486 + Penalty 13959.643457 = -23668413.512029
  nChanged 6375
		SP:Iteration 9F (37161.750000 sec): 3 clusters
  Score: Raw -23687532.249157 + Penalty 13959.643457 = -23673572.605700
  nChanged 5950
		SP:Iteration 10F (37162.430000 sec): 3 clusters
  Score: Raw -23692543.660820 + Penalty 13959.643457 = -23678584.017363
  nChanged 4461
		SP:Iteration 11F (37163.110000 sec): 3 clusters
  Score: Raw -23696281.649050 + Penalty 13959.643457 = -23682322.005593
  nChanged 2995
		SP:Iteration 12Q (37163.780000 sec): 3 clusters
  Score: Raw -23698695.924945 + Penalty 13959.643457 = -23684736.281488
  nChanged 1718
		SP:Iteration 13Q (37164.430000 sec): 3 clusters
  Score: Raw -23700042.928559 + Penalty 13959.643457 = -23686083.285102
  nChanged 984
		SP:Iteration 14Q (37165.030000 sec): 3 clusters
  Score: Raw -23700797.397854 + Penalty 13959.643457 = -23686837.754397
  nChanged 543
		SP:Iteration 15Q (37165.600000 sec): 3 clusters
  Score: Raw -23701208.449194 + Penalty 13959.643457 = -23687248.805738
  nChanged 313
		SP:Iteration 16Q (37166.150000 sec): 3 clusters
  Score: Raw -23701471.689808 + Penalty 13959.643457 = -23687512.046351
  nChanged 194
		SP:Iteration 17Q (37166.680000 sec): 3 clusters
  Score: Raw -23701637.372022 + Penalty 13959.643457 = -23687677.728565
  nChanged 113
		SP:Iteration 18Q (37167.190000 sec): 3 clusters
  Score: Raw -23701744.027651 + Penalty 13959.643457 = -23687784.384194
  nChanged 99
		SP:Iteration 19Q (37167.700000 sec): 3 clusters
  Score: Raw -23701831.335856 + Penalty 13959.643457 = -23687871.692399
  nChanged 59
		SP:Iteration 20F (37168.380000 sec): 3 clusters
  Score: Raw -23701875.402185 + Penalty 13959.643457 = -23687915.758728
  nChanged 33
		SP:Iteration 21Q (37168.880000 sec): 3 clusters
  Score: Raw -23701903.186771 + Penalty 13959.643457 = -23687943.543314
  nChanged 26
		SP:Iteration 22Q (37169.380000 sec): 3 clusters
  Score: Raw -23701921.896511 + Penalty 13959.643457 = -23687962.253054
  nChanged 13
		SP:Iteration 23Q (37169.880000 sec): 3 clusters
  Score: Raw -23701929.779821 + Penalty 13959.643457 = -23687970.136364
  nChanged 8
		SP:Iteration 24Q (37170.380000 sec): 3 clusters
  Score: Raw -23701936.697977 + Penalty 13959.643457 = -23687977.054520
  nChanged 8
		SP:Iteration 25Q (37170.870000 sec): 3 clusters
  Score: Raw -23701943.484658 + Penalty 13959.643457 = -23687983.841201
  nChanged 10
		SP:Iteration 26Q (37171.370000 sec): 3 clusters
  Score: Raw -23701951.934317 + Penalty 13959.643457 = -23687992.290861
  nChanged 11
		SP:Iteration 27Q (37171.860000 sec): 3 clusters
  Score: Raw -23701962.160011 + Penalty 13959.643457 = -23688002.516554
  nChanged 20
		SP:Iteration 28Q (37172.350000 sec): 3 clusters
  Score: Raw -23701980.324879 + Penalty 13959.643457 = -23688020.681422
  nChanged 19
		SP:Iteration 29Q (37172.850000 sec): 3 clusters
  Score: Raw -23701997.857289 + Penalty 13959.643457 = -23688038.213832
  nChanged 19
		SP:Iteration 30Q (37173.340000 sec): 3 clusters
  Score: Raw -23702012.455564 + Penalty 13959.643457 = -23688052.812108
  nChanged 15
		SP:Iteration 31Q (37173.830000 sec): 3 clusters
  Score: Raw -23702025.037945 + Penalty 13959.643457 = -23688065.394488
  nChanged 16
		SP:Iteration 32Q (37174.320000 sec): 3 clusters
  Score: Raw -23702036.153700 + Penalty 13959.643457 = -23688076.510244
  nChanged 10
		SP:Iteration 33Q (37174.810000 sec): 3 clusters
  Score: Raw -23702044.638689 + Penalty 13959.643457 = -23688084.995232
  nChanged 10
		SP:Iteration 34Q (37175.300000 sec): 3 clusters
  Score: Raw -23702052.282952 + Penalty 13959.643457 = -23688092.639495
  nChanged 3
		SP:Iteration 35Q (37175.790000 sec): 3 clusters
  Score: Raw -23702054.443353 + Penalty 13959.643457 = -23688094.799896
  nChanged 4
		SP:Iteration 36Q (37176.280000 sec): 3 clusters
  Score: Raw -23702058.221628 + Penalty 13959.643457 = -23688098.578171
  nChanged 5
		SP:Iteration 37Q (37176.760000 sec): 3 clusters
  Score: Raw -23702063.052646 + Penalty 13959.643457 = -23688103.409189
  nChanged 7
		SP:Iteration 38Q (37177.250000 sec): 3 clusters
  Score: Raw -23702071.171446 + Penalty 13959.643457 = -23688111.527990
  nChanged 10
		SP:Iteration 39Q (37177.740000 sec): 3 clusters
  Score: Raw -23702082.392606 + Penalty 13959.643457 = -23688122.749149
  nChanged 10
		SP:Iteration 40F (37178.410000 sec): 3 clusters
  Score: Raw -23702089.797317 + Penalty 13959.643457 = -23688130.153860
  nChanged 8
		SP:Iteration 41Q (37178.910000 sec): 3 clusters
  Score: Raw -23702096.442592 + Penalty 13959.643457 = -23688136.799135
  nChanged 4
		SP:Iteration 42Q (37179.390000 sec): 3 clusters
  Score: Raw -23702100.923868 + Penalty 13959.643457 = -23688141.280412
  nChanged 4
		SP:Iteration 43Q (37179.880000 sec): 3 clusters
  Score: Raw -23702103.435121 + Penalty 13959.643457 = -23688143.791665
  nChanged 1
		SP:Iteration 44Q (37180.370000 sec): 3 clusters
  Score: Raw -23702104.114867 + Penalty 13959.643457 = -23688144.471410
  nChanged 1
		SP:Iteration 45Q (37180.860000 sec): 3 clusters
  Score: Raw -23702104.924642 + Penalty 13959.643457 = -23688145.281186
  nChanged 0
		SP:Iteration 46F (37181.530000 sec): 3 clusters
  Score: Raw -23702104.924642 + Penalty 13959.643457 = -23688145.281186
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (8861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37181.640000 sec): 2 clusters
  Score: Raw -2255362.702510 + Penalty 5567.266629 = -2249795.435882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37181.710000 sec): 3 clusters
  Score: Raw -2251389.071734 + Penalty 11134.533257 = -2240254.538476
  nChanged 3257
		SP:Iteration 1F (37181.780000 sec): 3 clusters
  Score: Raw -2253506.437148 + Penalty 11134.533257 = -2242371.903891
  nChanged 716
		SP:Iteration 2F (37181.840000 sec): 3 clusters
  Score: Raw -2254163.371575 + Penalty 11134.533257 = -2243028.838318
  nChanged 567
		SP:Iteration 3F (37181.910000 sec): 3 clusters
  Score: Raw -2254764.016174 + Penalty 11134.533257 = -2243629.482917
  nChanged 529
		SP:Iteration 4F (37181.980000 sec): 3 clusters
  Score: Raw -2255348.474794 + Penalty 11134.533257 = -2244213.941536
  nChanged 487
		SP:Iteration 5F (37182.040000 sec): 3 clusters
  Score: Raw -2255887.329641 + Penalty 11134.533257 = -2244752.796384
  nChanged 455
		SP:Iteration 6F (37182.110000 sec): 3 clusters
  Score: Raw -2256457.561977 + Penalty 11134.533257 = -2245323.028719
  nChanged 414
		SP:Iteration 7Q (37182.180000 sec): 3 clusters
  Score: Raw -2256954.535710 + Penalty 11134.533257 = -2245820.002453
  nChanged 380
		SP:Iteration 8Q (37182.240000 sec): 3 clusters
  Score: Raw -2257349.044416 + Penalty 11134.533257 = -2246214.511159
  nChanged 305
		SP:Iteration 9Q (37182.300000 sec): 3 clusters
  Score: Raw -2257624.351967 + Penalty 11134.533257 = -2246489.818710
  nChanged 249
		SP:Iteration 10Q (37182.370000 sec): 3 clusters
  Score: Raw -2257864.954707 + Penalty 11134.533257 = -2246730.421450
  nChanged 232
		SP:Iteration 11Q (37182.430000 sec): 3 clusters
  Score: Raw -2258157.288456 + Penalty 11134.533257 = -2247022.755199
  nChanged 216
		SP:Iteration 12Q (37182.490000 sec): 3 clusters
  Score: Raw -2258434.488648 + Penalty 11134.533257 = -2247299.955390
  nChanged 162
		SP:Iteration 13Q (37182.550000 sec): 3 clusters
  Score: Raw -2258550.899141 + Penalty 11134.533257 = -2247416.365884
  nChanged 108
		SP:Iteration 14Q (37182.610000 sec): 3 clusters
  Score: Raw -2258614.999501 + Penalty 11134.533257 = -2247480.466244
  nChanged 68
		SP:Iteration 15Q (37182.680000 sec): 3 clusters
  Score: Raw -2258648.911001 + Penalty 11134.533257 = -2247514.377744
  nChanged 49
		SP:Iteration 16Q (37182.740000 sec): 3 clusters
  Score: Raw -2258668.998239 + Penalty 11134.533257 = -2247534.464981
  nChanged 21
		SP:Iteration 17Q (37182.800000 sec): 3 clusters
  Score: Raw -2258675.562017 + Penalty 11134.533257 = -2247541.028760
  nChanged 8
		SP:Iteration 18Q (37182.860000 sec): 3 clusters
  Score: Raw -2258678.813122 + Penalty 11134.533257 = -2247544.279864
  nChanged 5
		SP:Iteration 19Q (37182.920000 sec): 3 clusters
  Score: Raw -2258680.860335 + Penalty 11134.533257 = -2247546.327078
  nChanged 6
		SP:Iteration 20F (37182.980000 sec): 3 clusters
  Score: Raw -2258683.723003 + Penalty 11134.533257 = -2247549.189745
  nChanged 4
		SP:Iteration 21Q (37183.040000 sec): 3 clusters
  Score: Raw -2258684.893986 + Penalty 11134.533257 = -2247550.360729
  nChanged 2
		SP:Iteration 22Q (37183.100000 sec): 3 clusters
  Score: Raw -2258685.450395 + Penalty 11134.533257 = -2247550.917137
  nChanged 2
		SP:Iteration 23Q (37183.160000 sec): 3 clusters
  Score: Raw -2258686.452251 + Penalty 11134.533257 = -2247551.918994
  nChanged 5
		SP:Iteration 24Q (37183.220000 sec): 3 clusters
  Score: Raw -2258688.378430 + Penalty 11134.533257 = -2247553.845172
  nChanged 4
		SP:Iteration 25Q (37183.280000 sec): 3 clusters
  Score: Raw -2258689.697824 + Penalty 11134.533257 = -2247555.164566
  nChanged 1
		SP:Iteration 26Q (37183.340000 sec): 3 clusters
  Score: Raw -2258689.955878 + Penalty 11134.533257 = -2247555.422620
  nChanged 0
		SP:Iteration 27F (37183.410000 sec): 3 clusters
  Score: Raw -2258689.955878 + Penalty 11134.533257 = -2247555.422620
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37183.430000 sec): 2 clusters
  Score: Raw -74451.760341 + Penalty 3666.701853 = -70785.058488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37183.430000 sec): 3 clusters
  Score: Raw -75416.593964 + Penalty 7333.403706 = -68083.190257
  nChanged 48
		SP:Iteration 1F (37183.440000 sec): 3 clusters
  Score: Raw -75685.182938 + Penalty 7333.403706 = -68351.779231
  nChanged 22
		SP:Iteration 2F (37183.440000 sec): 3 clusters
  Score: Raw -75822.597170 + Penalty 7333.403706 = -68489.193463
  nChanged 21
		SP:Iteration 3F (37183.450000 sec): 3 clusters
  Score: Raw -75961.004354 + Penalty 7333.403706 = -68627.600648
  nChanged 5
		SP:Iteration 4Q (37183.450000 sec): 3 clusters
  Score: Raw -75988.893598 + Penalty 7333.403706 = -68655.489892
  nChanged 4
		SP:Iteration 5Q (37183.450000 sec): 3 clusters
  Score: Raw -76024.984214 + Penalty 7333.403706 = -68691.580507
  nChanged 3
		SP:Iteration 6Q (37183.450000 sec): 3 clusters
  Score: Raw -76043.139164 + Penalty 7333.403706 = -68709.735458
  nChanged 1
		SP:Iteration 7Q (37183.450000 sec): 3 clusters
  Score: Raw -76057.540650 + Penalty 7333.403706 = -68724.136944
  nChanged 1
		SP:Iteration 8Q (37183.460000 sec): 3 clusters
  Score: Raw -76065.177789 + Penalty 7333.403706 = -68731.774082
  nChanged 1
		SP:Iteration 9Q (37183.460000 sec): 3 clusters
  Score: Raw -76071.916265 + Penalty 7333.403706 = -68738.512559
  nChanged 2
		SP:Iteration 10Q (37183.460000 sec): 3 clusters
  Score: Raw -76110.422310 + Penalty 7333.403706 = -68777.018603
  nChanged 6
		SP:Iteration 11Q (37183.470000 sec): 3 clusters
  Score: Raw -76153.838205 + Penalty 7333.403706 = -68820.434498
  nChanged 3
		SP:Iteration 12Q (37183.470000 sec): 3 clusters
  Score: Raw -76166.146305 + Penalty 7333.403706 = -68832.742599
  nChanged 2
		SP:Iteration 13Q (37183.470000 sec): 3 clusters
  Score: Raw -76175.280533 + Penalty 7333.403706 = -68841.876827
  nChanged 1
		SP:Iteration 14Q (37183.470000 sec): 3 clusters
  Score: Raw -76242.455693 + Penalty 7333.403706 = -68909.051987
  nChanged 1
		SP:Iteration 15Q (37183.480000 sec): 3 clusters
  Score: Raw -76294.283606 + Penalty 7333.403706 = -68960.879899
  nChanged 3
		SP:Iteration 16Q (37183.480000 sec): 3 clusters
  Score: Raw -76363.269180 + Penalty 7333.403706 = -69029.865474
  nChanged 3
		SP:Iteration 17Q (37183.480000 sec): 3 clusters
  Score: Raw -76407.016699 + Penalty 7333.403706 = -69073.612993
  nChanged 1
		SP:Iteration 18Q (37183.490000 sec): 3 clusters
  Score: Raw -76411.417934 + Penalty 7333.403706 = -69078.014228
  nChanged 0
		SP:Iteration 19F (37183.490000 sec): 3 clusters
  Score: Raw -76411.417934 + Penalty 7333.403706 = -69078.014228
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37183.670000 sec): 2 clusters
  Score: Raw -7353618.596049 + Penalty 6264.669471 = -7347353.926578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37183.890000 sec): 3 clusters
  Score: Raw -7338513.985615 + Penalty 12529.338942 = -7325984.646672
  nChanged 11514
		SP:Iteration 1F (37184.090000 sec): 3 clusters
  Score: Raw -7344649.088761 + Penalty 12529.338942 = -7332119.749818
  nChanged 1683
		SP:Iteration 2F (37184.310000 sec): 3 clusters
  Score: Raw -7345367.752918 + Penalty 12529.338942 = -7332838.413976
  nChanged 1316
		SP:Iteration 3Q (37184.510000 sec): 3 clusters
  Score: Raw -7345915.074144 + Penalty 12529.338942 = -7333385.735202
  nChanged 1165
		SP:Iteration 4Q (37184.730000 sec): 3 clusters
  Score: Raw -7346426.842591 + Penalty 12529.338942 = -7333897.503648
  nChanged 1140
		SP:Iteration 5Q (37184.940000 sec): 3 clusters
  Score: Raw -7347033.889484 + Penalty 12529.338942 = -7334504.550542
  nChanged 1275
		SP:Iteration 6Q (37185.150000 sec): 3 clusters
  Score: Raw -7347787.522764 + Penalty 12529.338942 = -7335258.183821
  nChanged 1424
		SP:Iteration 7F (37185.360000 sec): 3 clusters
  Score: Raw -7348698.262877 + Penalty 12529.338942 = -7336168.923935
  nChanged 1513
		SP:Iteration 8F (37185.570000 sec): 3 clusters
  Score: Raw -7349750.101678 + Penalty 12529.338942 = -7337220.762735
  nChanged 1552
		SP:Iteration 9F (37185.770000 sec): 3 clusters
  Score: Raw -7350819.490570 + Penalty 12529.338942 = -7338290.151628
  nChanged 1433
		SP:Iteration 10F (37185.980000 sec): 3 clusters
  Score: Raw -7351783.610060 + Penalty 12529.338942 = -7339254.271117
  nChanged 1247
		SP:Iteration 11Q (37186.190000 sec): 3 clusters
  Score: Raw -7352567.147631 + Penalty 12529.338942 = -7340037.808689
  nChanged 1010
		SP:Iteration 12Q (37186.400000 sec): 3 clusters
  Score: Raw -7353126.052721 + Penalty 12529.338942 = -7340596.713778
  nChanged 722
		SP:Iteration 13Q (37186.600000 sec): 3 clusters
  Score: Raw -7353468.823069 + Penalty 12529.338942 = -7340939.484127
  nChanged 549
		SP:Iteration 14Q (37186.810000 sec): 3 clusters
  Score: Raw -7353722.879327 + Penalty 12529.338942 = -7341193.540385
  nChanged 452
		SP:Iteration 15Q (37187.010000 sec): 3 clusters
  Score: Raw -7353921.255775 + Penalty 12529.338942 = -7341391.916832
  nChanged 353
		SP:Iteration 16Q (37187.220000 sec): 3 clusters
  Score: Raw -7354070.332840 + Penalty 12529.338942 = -7341540.993898
  nChanged 282
		SP:Iteration 17Q (37187.420000 sec): 3 clusters
  Score: Raw -7354192.159206 + Penalty 12529.338942 = -7341662.820264
  nChanged 242
		SP:Iteration 18Q (37187.630000 sec): 3 clusters
  Score: Raw -7354297.572354 + Penalty 12529.338942 = -7341768.233412
  nChanged 200
		SP:Iteration 19Q (37187.830000 sec): 3 clusters
  Score: Raw -7354389.355689 + Penalty 12529.338942 = -7341860.016747
  nChanged 191
		SP:Iteration 20F (37188.030000 sec): 3 clusters
  Score: Raw -7354477.104368 + Penalty 12529.338942 = -7341947.765425
  nChanged 162
		SP:Iteration 21Q (37188.230000 sec): 3 clusters
  Score: Raw -7354554.731475 + Penalty 12529.338942 = -7342025.392532
  nChanged 161
		SP:Iteration 22Q (37188.430000 sec): 3 clusters
  Score: Raw -7354631.708562 + Penalty 12529.338942 = -7342102.369619
  nChanged 155
		SP:Iteration 23Q (37188.630000 sec): 3 clusters
  Score: Raw -7354698.116847 + Penalty 12529.338942 = -7342168.777904
  nChanged 126
		SP:Iteration 24Q (37188.830000 sec): 3 clusters
  Score: Raw -7354749.527693 + Penalty 12529.338942 = -7342220.188750
  nChanged 102
		SP:Iteration 25Q (37189.030000 sec): 3 clusters
  Score: Raw -7354790.571386 + Penalty 12529.338942 = -7342261.232444
  nChanged 86
		SP:Iteration 26Q (37189.230000 sec): 3 clusters
  Score: Raw -7354827.369367 + Penalty 12529.338942 = -7342298.030425
  nChanged 84
		SP:Iteration 27Q (37189.430000 sec): 3 clusters
  Score: Raw -7354865.745447 + Penalty 12529.338942 = -7342336.406504
  nChanged 69
		SP:Iteration 28Q (37189.620000 sec): 3 clusters
  Score: Raw -7354893.495206 + Penalty 12529.338942 = -7342364.156264
  nChanged 68
		SP:Iteration 29Q (37189.810000 sec): 3 clusters
  Score: Raw -7354921.685715 + Penalty 12529.338942 = -7342392.346772
  nChanged 62
		SP:Iteration 30Q (37190.010000 sec): 3 clusters
  Score: Raw -7354945.366688 + Penalty 12529.338942 = -7342416.027745
  nChanged 44
		SP:Iteration 31Q (37190.210000 sec): 3 clusters
  Score: Raw -7354964.504045 + Penalty 12529.338942 = -7342435.165103
  nChanged 38
		SP:Iteration 32Q (37190.400000 sec): 3 clusters
  Score: Raw -7354980.327297 + Penalty 12529.338942 = -7342450.988355
  nChanged 27
		SP:Iteration 33Q (37190.600000 sec): 3 clusters
  Score: Raw -7354990.173118 + Penalty 12529.338942 = -7342460.834176
  nChanged 19
		SP:Iteration 34Q (37190.790000 sec): 3 clusters
  Score: Raw -7354996.854349 + Penalty 12529.338942 = -7342467.515407
  nChanged 27
		SP:Iteration 35Q (37190.990000 sec): 3 clusters
  Score: Raw -7355006.464768 + Penalty 12529.338942 = -7342477.125825
  nChanged 23
		SP:Iteration 36Q (37191.190000 sec): 3 clusters
  Score: Raw -7355013.273245 + Penalty 12529.338942 = -7342483.934303
  nChanged 14
		SP:Iteration 37Q (37191.380000 sec): 3 clusters
  Score: Raw -7355018.392225 + Penalty 12529.338942 = -7342489.053282
  nChanged 11
		SP:Iteration 38Q (37191.570000 sec): 3 clusters
  Score: Raw -7355021.717874 + Penalty 12529.338942 = -7342492.378931
  nChanged 15
		SP:Iteration 39Q (37191.770000 sec): 3 clusters
  Score: Raw -7355026.146827 + Penalty 12529.338942 = -7342496.807884
  nChanged 13
		SP:Iteration 40F (37191.980000 sec): 3 clusters
  Score: Raw -7355031.008389 + Penalty 12529.338942 = -7342501.669447
  nChanged 18
		SP:Iteration 41Q (37192.170000 sec): 3 clusters
  Score: Raw -7355039.183294 + Penalty 12529.338942 = -7342509.844351
  nChanged 23
		SP:Iteration 42Q (37192.360000 sec): 3 clusters
  Score: Raw -7355047.545890 + Penalty 12529.338942 = -7342518.206947
  nChanged 20
		SP:Iteration 43Q (37192.560000 sec): 3 clusters
  Score: Raw -7355054.995479 + Penalty 12529.338942 = -7342525.656537
  nChanged 11
		SP:Iteration 44Q (37192.750000 sec): 3 clusters
  Score: Raw -7355058.680084 + Penalty 12529.338942 = -7342529.341142
  nChanged 11
		SP:Iteration 45Q (37192.940000 sec): 3 clusters
  Score: Raw -7355063.324800 + Penalty 12529.338942 = -7342533.985858
  nChanged 12
		SP:Iteration 46Q (37193.130000 sec): 3 clusters
  Score: Raw -7355067.744155 + Penalty 12529.338942 = -7342538.405213
  nChanged 11
		SP:Iteration 47Q (37193.330000 sec): 3 clusters
  Score: Raw -7355071.564194 + Penalty 12529.338942 = -7342542.225252
  nChanged 7
		SP:Iteration 48Q (37193.520000 sec): 3 clusters
  Score: Raw -7355074.021310 + Penalty 12529.338942 = -7342544.682368
  nChanged 11
		SP:Iteration 49Q (37193.710000 sec): 3 clusters
  Score: Raw -7355077.486963 + Penalty 12529.338942 = -7342548.148021
  nChanged 8
		SP:Iteration 50Q (37193.910000 sec): 3 clusters
  Score: Raw -7355079.990527 + Penalty 12529.338942 = -7342550.651584
  nChanged 7
		SP:Iteration 51Q (37194.100000 sec): 3 clusters
  Score: Raw -7355081.548719 + Penalty 12529.338942 = -7342552.209776
  nChanged 4
		SP:Iteration 52Q (37194.290000 sec): 3 clusters
  Score: Raw -7355082.717866 + Penalty 12529.338942 = -7342553.378923
  nChanged 4
		SP:Iteration 53Q (37194.490000 sec): 3 clusters
  Score: Raw -7355084.184410 + Penalty 12529.338942 = -7342554.845467
  nChanged 3
		SP:Iteration 54Q (37194.680000 sec): 3 clusters
  Score: Raw -7355085.404090 + Penalty 12529.338942 = -7342556.065147
  nChanged 4
		SP:Iteration 55Q (37194.870000 sec): 3 clusters
  Score: Raw -7355086.578022 + Penalty 12529.338942 = -7342557.239080
  nChanged 2
		SP:Iteration 56Q (37195.060000 sec): 3 clusters
  Score: Raw -7355087.042394 + Penalty 12529.338942 = -7342557.703451
  nChanged 1
		SP:Iteration 57Q (37195.260000 sec): 3 clusters
  Score: Raw -7355087.261034 + Penalty 12529.338942 = -7342557.922092
  nChanged 1
		SP:Iteration 58Q (37195.460000 sec): 3 clusters
  Score: Raw -7355087.666190 + Penalty 12529.338942 = -7342558.327247
  nChanged 0
		SP:Iteration 59F (37195.680000 sec): 3 clusters
  Score: Raw -7355087.666190 + Penalty 12529.338942 = -7342558.327247
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37195.710000 sec): 2 clusters
  Score: Raw -134372.298563 + Penalty 3896.297768 = -130476.000796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37195.710000 sec): 3 clusters
  Score: Raw -134892.377342 + Penalty 7792.595535 = -127099.781807
  nChanged 70
		SP:Iteration 1F (37195.720000 sec): 3 clusters
  Score: Raw -135195.348875 + Penalty 7792.595535 = -127402.753340
  nChanged 36
		SP:Iteration 2F (37195.720000 sec): 3 clusters
  Score: Raw -135471.414622 + Penalty 7792.595535 = -127678.819087
  nChanged 33
		SP:Iteration 3F (37195.730000 sec): 3 clusters
  Score: Raw -135889.572009 + Penalty 7792.595535 = -128096.976474
  nChanged 22
		SP:Iteration 4Q (37195.730000 sec): 3 clusters
  Score: Raw -136216.684694 + Penalty 7792.595535 = -128424.089159
  nChanged 11
		SP:Iteration 5Q (37195.730000 sec): 3 clusters
  Score: Raw -136408.301826 + Penalty 7792.595535 = -128615.706291
  nChanged 9
		SP:Iteration 6Q (37195.740000 sec): 3 clusters
  Score: Raw -136457.267824 + Penalty 7792.595535 = -128664.672289
  nChanged 6
		SP:Iteration 7Q (37195.740000 sec): 3 clusters
  Score: Raw -136505.353393 + Penalty 7792.595535 = -128712.757858
  nChanged 3
		SP:Iteration 8Q (37195.750000 sec): 3 clusters
  Score: Raw -136522.164984 + Penalty 7792.595535 = -128729.569449
  nChanged 1
		SP:Iteration 9Q (37195.750000 sec): 3 clusters
  Score: Raw -136553.126239 + Penalty 7792.595535 = -128760.530704
  nChanged 3
		SP:Iteration 10Q (37195.750000 sec): 3 clusters
  Score: Raw -136609.051681 + Penalty 7792.595535 = -128816.456146
  nChanged 3
		SP:Iteration 11Q (37195.760000 sec): 3 clusters
  Score: Raw -136769.091193 + Penalty 7792.595535 = -128976.495658
  nChanged 4
		SP:Iteration 12Q (37195.760000 sec): 3 clusters
  Score: Raw -136880.712141 + Penalty 7792.595535 = -129088.116606
  nChanged 4
		SP:Iteration 13Q (37195.770000 sec): 3 clusters
  Score: Raw -136907.043123 + Penalty 7792.595535 = -129114.447588
  nChanged 3
		SP:Iteration 14Q (37195.770000 sec): 3 clusters
  Score: Raw -136921.608373 + Penalty 7792.595535 = -129129.012838
  nChanged 1
		SP:Iteration 15Q (37195.770000 sec): 3 clusters
  Score: Raw -136924.881344 + Penalty 7792.595535 = -129132.285809
  nChanged 0
		SP:Iteration 16F (37195.780000 sec): 3 clusters
  Score: Raw -136925.714616 + Penalty 7792.595535 = -129133.119081
  nChanged 1
		SP:Iteration 17Q (37195.780000 sec): 3 clusters
  Score: Raw -136936.477630 + Penalty 7792.595535 = -129143.882094
  nChanged 1
		SP:Iteration 18Q (37195.790000 sec): 3 clusters
  Score: Raw -136940.000241 + Penalty 7792.595535 = -129147.404706
  nChanged 0
		SP:Iteration 19F (37195.790000 sec): 3 clusters
  Score: Raw -136940.000241 + Penalty 7792.595535 = -129147.404706
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37195.890000 sec): 2 clusters
  Score: Raw -3554163.586404 + Penalty 5826.235463 = -3548337.350941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37195.990000 sec): 3 clusters
  Score: Raw -3547622.391906 + Penalty 11652.470926 = -3535969.920980
  nChanged 5139
		SP:Iteration 1F (37196.090000 sec): 3 clusters
  Score: Raw -3550498.666119 + Penalty 11652.470926 = -3538846.195193
  nChanged 979
		SP:Iteration 2F (37196.190000 sec): 3 clusters
  Score: Raw -3551083.070258 + Penalty 11652.470926 = -3539430.599333
  nChanged 750
		SP:Iteration 3F (37196.300000 sec): 3 clusters
  Score: Raw -3551552.331194 + Penalty 11652.470926 = -3539899.860268
  nChanged 650
		SP:Iteration 4Q (37196.400000 sec): 3 clusters
  Score: Raw -3552013.376849 + Penalty 11652.470926 = -3540360.905924
  nChanged 672
		SP:Iteration 5Q (37196.500000 sec): 3 clusters
  Score: Raw -3552561.163284 + Penalty 11652.470926 = -3540908.692359
  nChanged 710
		SP:Iteration 6F (37196.600000 sec): 3 clusters
  Score: Raw -3553200.641838 + Penalty 11652.470926 = -3541548.170912
  nChanged 749
		SP:Iteration 7F (37196.710000 sec): 3 clusters
  Score: Raw -3553923.301783 + Penalty 11652.470926 = -3542270.830857
  nChanged 744
		SP:Iteration 8F (37196.810000 sec): 3 clusters
  Score: Raw -3554611.587431 + Penalty 11652.470926 = -3542959.116505
  nChanged 634
		SP:Iteration 9Q (37196.910000 sec): 3 clusters
  Score: Raw -3555113.313081 + Penalty 11652.470926 = -3543460.842156
  nChanged 475
		SP:Iteration 10Q (37197.010000 sec): 3 clusters
  Score: Raw -3555442.528287 + Penalty 11652.470926 = -3543790.057361
  nChanged 339
		SP:Iteration 11Q (37197.110000 sec): 3 clusters
  Score: Raw -3555654.647732 + Penalty 11652.470926 = -3544002.176806
  nChanged 279
		SP:Iteration 12Q (37197.210000 sec): 3 clusters
  Score: Raw -3555819.068705 + Penalty 11652.470926 = -3544166.597780
  nChanged 257
		SP:Iteration 13Q (37197.310000 sec): 3 clusters
  Score: Raw -3555957.995746 + Penalty 11652.470926 = -3544305.524820
  nChanged 210
		SP:Iteration 14Q (37197.410000 sec): 3 clusters
  Score: Raw -3556060.090471 + Penalty 11652.470926 = -3544407.619546
  nChanged 185
		SP:Iteration 15Q (37197.510000 sec): 3 clusters
  Score: Raw -3556144.440870 + Penalty 11652.470926 = -3544491.969944
  nChanged 150
		SP:Iteration 16Q (37197.610000 sec): 3 clusters
  Score: Raw -3556217.526739 + Penalty 11652.470926 = -3544565.055813
  nChanged 135
		SP:Iteration 17Q (37197.700000 sec): 3 clusters
  Score: Raw -3556277.232114 + Penalty 11652.470926 = -3544624.761188
  nChanged 125
		SP:Iteration 18Q (37197.800000 sec): 3 clusters
  Score: Raw -3556333.530325 + Penalty 11652.470926 = -3544681.059399
  nChanged 111
		SP:Iteration 19Q (37197.890000 sec): 3 clusters
  Score: Raw -3556379.115118 + Penalty 11652.470926 = -3544726.644193
  nChanged 108
		SP:Iteration 20F (37198.000000 sec): 3 clusters
  Score: Raw -3556420.640962 + Penalty 11652.470926 = -3544768.170037
  nChanged 96
		SP:Iteration 21Q (37198.090000 sec): 3 clusters
  Score: Raw -3556456.047183 + Penalty 11652.470926 = -3544803.576257
  nChanged 83
		SP:Iteration 22Q (37198.190000 sec): 3 clusters
  Score: Raw -3556484.280831 + Penalty 11652.470926 = -3544831.809906
  nChanged 81
		SP:Iteration 23Q (37198.290000 sec): 3 clusters
  Score: Raw -3556513.206205 + Penalty 11652.470926 = -3544860.735279
  nChanged 83
		SP:Iteration 24Q (37198.380000 sec): 3 clusters
  Score: Raw -3556541.430278 + Penalty 11652.470926 = -3544888.959353
  nChanged 81
		SP:Iteration 25Q (37198.480000 sec): 3 clusters
  Score: Raw -3556566.084856 + Penalty 11652.470926 = -3544913.613930
  nChanged 61
		SP:Iteration 26Q (37198.570000 sec): 3 clusters
  Score: Raw -3556585.148540 + Penalty 11652.470926 = -3544932.677614
  nChanged 59
		SP:Iteration 27Q (37198.670000 sec): 3 clusters
  Score: Raw -3556603.978408 + Penalty 11652.470926 = -3544951.507483
  nChanged 62
		SP:Iteration 28Q (37198.760000 sec): 3 clusters
  Score: Raw -3556623.252987 + Penalty 11652.470926 = -3544970.782062
  nChanged 54
		SP:Iteration 29Q (37198.860000 sec): 3 clusters
  Score: Raw -3556639.264544 + Penalty 11652.470926 = -3544986.793618
  nChanged 42
		SP:Iteration 30Q (37198.950000 sec): 3 clusters
  Score: Raw -3556651.784636 + Penalty 11652.470926 = -3544999.313711
  nChanged 43
		SP:Iteration 31Q (37199.050000 sec): 3 clusters
  Score: Raw -3556663.161853 + Penalty 11652.470926 = -3545010.690927
  nChanged 32
		SP:Iteration 32Q (37199.140000 sec): 3 clusters
  Score: Raw -3556671.139600 + Penalty 11652.470926 = -3545018.668674
  nChanged 23
		SP:Iteration 33Q (37199.230000 sec): 3 clusters
  Score: Raw -3556677.080899 + Penalty 11652.470926 = -3545024.609973
  nChanged 25
		SP:Iteration 34Q (37199.330000 sec): 3 clusters
  Score: Raw -3556682.846848 + Penalty 11652.470926 = -3545030.375922
  nChanged 22
		SP:Iteration 35Q (37199.420000 sec): 3 clusters
  Score: Raw -3556689.099656 + Penalty 11652.470926 = -3545036.628730
  nChanged 20
		SP:Iteration 36Q (37199.520000 sec): 3 clusters
  Score: Raw -3556694.199039 + Penalty 11652.470926 = -3545041.728113
  nChanged 17
		SP:Iteration 37Q (37199.610000 sec): 3 clusters
  Score: Raw -3556698.565352 + Penalty 11652.470926 = -3545046.094426
  nChanged 17
		SP:Iteration 38Q (37199.710000 sec): 3 clusters
  Score: Raw -3556703.514574 + Penalty 11652.470926 = -3545051.043649
  nChanged 10
		SP:Iteration 39Q (37199.800000 sec): 3 clusters
  Score: Raw -3556705.860328 + Penalty 11652.470926 = -3545053.389402
  nChanged 11
		SP:Iteration 40F (37199.900000 sec): 3 clusters
  Score: Raw -3556708.914470 + Penalty 11652.470926 = -3545056.443544
  nChanged 15
		SP:Iteration 41Q (37200.000000 sec): 3 clusters
  Score: Raw -3556712.654987 + Penalty 11652.470926 = -3545060.184061
  nChanged 16
		SP:Iteration 42Q (37200.090000 sec): 3 clusters
  Score: Raw -3556717.649854 + Penalty 11652.470926 = -3545065.178928
  nChanged 16
		SP:Iteration 43Q (37200.190000 sec): 3 clusters
  Score: Raw -3556722.102163 + Penalty 11652.470926 = -3545069.631237
  nChanged 16
		SP:Iteration 44Q (37200.280000 sec): 3 clusters
  Score: Raw -3556726.180018 + Penalty 11652.470926 = -3545073.709093
  nChanged 13
		SP:Iteration 45Q (37200.370000 sec): 3 clusters
  Score: Raw -3556728.729362 + Penalty 11652.470926 = -3545076.258436
  nChanged 9
		SP:Iteration 46Q (37200.470000 sec): 3 clusters
  Score: Raw -3556730.769282 + Penalty 11652.470926 = -3545078.298356
  nChanged 13
		SP:Iteration 47Q (37200.560000 sec): 3 clusters
  Score: Raw -3556734.388385 + Penalty 11652.470926 = -3545081.917460
  nChanged 13
		SP:Iteration 48Q (37200.650000 sec): 3 clusters
  Score: Raw -3556737.582677 + Penalty 11652.470926 = -3545085.111751
  nChanged 11
		SP:Iteration 49Q (37200.750000 sec): 3 clusters
  Score: Raw -3556740.134499 + Penalty 11652.470926 = -3545087.663574
  nChanged 12
		SP:Iteration 50Q (37200.840000 sec): 3 clusters
  Score: Raw -3556742.626035 + Penalty 11652.470926 = -3545090.155109
  nChanged 10
		SP:Iteration 51Q (37200.930000 sec): 3 clusters
  Score: Raw -3556744.695930 + Penalty 11652.470926 = -3545092.225005
  nChanged 8
		SP:Iteration 52Q (37201.030000 sec): 3 clusters
  Score: Raw -3556746.867843 + Penalty 11652.470926 = -3545094.396918
  nChanged 11
		SP:Iteration 53Q (37201.120000 sec): 3 clusters
  Score: Raw -3556749.732560 + Penalty 11652.470926 = -3545097.261634
  nChanged 11
		SP:Iteration 54Q (37201.210000 sec): 3 clusters
  Score: Raw -3556752.158416 + Penalty 11652.470926 = -3545099.687490
  nChanged 12
		SP:Iteration 55Q (37201.310000 sec): 3 clusters
  Score: Raw -3556755.366712 + Penalty 11652.470926 = -3545102.895787
  nChanged 16
		SP:Iteration 56Q (37201.400000 sec): 3 clusters
  Score: Raw -3556759.182092 + Penalty 11652.470926 = -3545106.711166
  nChanged 19
		SP:Iteration 57Q (37201.490000 sec): 3 clusters
  Score: Raw -3556762.965718 + Penalty 11652.470926 = -3545110.494792
  nChanged 16
		SP:Iteration 58Q (37201.580000 sec): 3 clusters
  Score: Raw -3556767.282891 + Penalty 11652.470926 = -3545114.811966
  nChanged 13
		SP:Iteration 59Q (37201.680000 sec): 3 clusters
  Score: Raw -3556770.118510 + Penalty 11652.470926 = -3545117.647584
  nChanged 10
		SP:Iteration 60F (37201.780000 sec): 3 clusters
  Score: Raw -3556773.090344 + Penalty 11652.470926 = -3545120.619418
  nChanged 17
		SP:Iteration 61Q (37201.870000 sec): 3 clusters
  Score: Raw -3556777.604690 + Penalty 11652.470926 = -3545125.133764
  nChanged 18
		SP:Iteration 62Q (37201.970000 sec): 3 clusters
  Score: Raw -3556781.645440 + Penalty 11652.470926 = -3545129.174514
  nChanged 14
		SP:Iteration 63Q (37202.060000 sec): 3 clusters
  Score: Raw -3556784.301366 + Penalty 11652.470926 = -3545131.830440
  nChanged 12
		SP:Iteration 64Q (37202.150000 sec): 3 clusters
  Score: Raw -3556787.406758 + Penalty 11652.470926 = -3545134.935833
  nChanged 13
		SP:Iteration 65Q (37202.240000 sec): 3 clusters
  Score: Raw -3556790.220505 + Penalty 11652.470926 = -3545137.749579
  nChanged 10
		SP:Iteration 66Q (37202.340000 sec): 3 clusters
  Score: Raw -3556792.632220 + Penalty 11652.470926 = -3545140.161294
  nChanged 10
		SP:Iteration 67Q (37202.430000 sec): 3 clusters
  Score: Raw -3556794.263313 + Penalty 11652.470926 = -3545141.792387
  nChanged 7
		SP:Iteration 68Q (37202.520000 sec): 3 clusters
  Score: Raw -3556795.742752 + Penalty 11652.470926 = -3545143.271827
  nChanged 5
		SP:Iteration 69Q (37202.610000 sec): 3 clusters
  Score: Raw -3556796.443661 + Penalty 11652.470926 = -3545143.972735
  nChanged 2
		SP:Iteration 70Q (37202.710000 sec): 3 clusters
  Score: Raw -3556796.861185 + Penalty 11652.470926 = -3545144.390259
  nChanged 1
		SP:Iteration 71Q (37202.800000 sec): 3 clusters
  Score: Raw -3556797.217115 + Penalty 11652.470926 = -3545144.746189
  nChanged 4
		SP:Iteration 72Q (37202.890000 sec): 3 clusters
  Score: Raw -3556797.830305 + Penalty 11652.470926 = -3545145.359380
  nChanged 3
		SP:Iteration 73Q (37202.990000 sec): 3 clusters
  Score: Raw -3556798.323116 + Penalty 11652.470926 = -3545145.852190
  nChanged 2
		SP:Iteration 74Q (37203.080000 sec): 3 clusters
  Score: Raw -3556798.766827 + Penalty 11652.470926 = -3545146.295901
  nChanged 2
		SP:Iteration 75Q (37203.170000 sec): 3 clusters
  Score: Raw -3556799.114231 + Penalty 11652.470926 = -3545146.643305
  nChanged 0
		SP:Iteration 76F (37203.280000 sec): 3 clusters
  Score: Raw -3556799.114231 + Penalty 11652.470926 = -3545146.643305
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37203.300000 sec): 2 clusters
  Score: Raw -371936.378007 + Penalty 4448.789391 = -367487.588616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37203.310000 sec): 3 clusters
  Score: Raw -371976.520447 + Penalty 8897.578781 = -363078.941665
  nChanged 299
		SP:Iteration 1F (37203.320000 sec): 3 clusters
  Score: Raw -372637.907341 + Penalty 8897.578781 = -363740.328559
  nChanged 133
		SP:Iteration 2F (37203.330000 sec): 3 clusters
  Score: Raw -373107.571577 + Penalty 8897.578781 = -364209.992796
  nChanged 91
		SP:Iteration 3F (37203.340000 sec): 3 clusters
  Score: Raw -373417.019169 + Penalty 8897.578781 = -364519.440387
  nChanged 52
		SP:Iteration 4Q (37203.350000 sec): 3 clusters
  Score: Raw -373700.791845 + Penalty 8897.578781 = -364803.213064
  nChanged 52
		SP:Iteration 5Q (37203.360000 sec): 3 clusters
  Score: Raw -373979.472186 + Penalty 8897.578781 = -365081.893405
  nChanged 42
		SP:Iteration 6Q (37203.370000 sec): 3 clusters
  Score: Raw -374209.170668 + Penalty 8897.578781 = -365311.591887
  nChanged 39
		SP:Iteration 7Q (37203.380000 sec): 3 clusters
  Score: Raw -374421.208605 + Penalty 8897.578781 = -365523.629824
  nChanged 39
		SP:Iteration 8Q (37203.390000 sec): 3 clusters
  Score: Raw -374611.775926 + Penalty 8897.578781 = -365714.197145
  nChanged 27
		SP:Iteration 9Q (37203.390000 sec): 3 clusters
  Score: Raw -374744.297558 + Penalty 8897.578781 = -365846.718777
  nChanged 25
		SP:Iteration 10Q (37203.400000 sec): 3 clusters
  Score: Raw -374871.137550 + Penalty 8897.578781 = -365973.558769
  nChanged 23
		SP:Iteration 11Q (37203.410000 sec): 3 clusters
  Score: Raw -374987.360860 + Penalty 8897.578781 = -366089.782079
  nChanged 13
		SP:Iteration 12Q (37203.420000 sec): 3 clusters
  Score: Raw -375040.700905 + Penalty 8897.578781 = -366143.122124
  nChanged 9
		SP:Iteration 13Q (37203.430000 sec): 3 clusters
  Score: Raw -375079.719908 + Penalty 8897.578781 = -366182.141127
  nChanged 4
		SP:Iteration 14Q (37203.430000 sec): 3 clusters
  Score: Raw -375091.819245 + Penalty 8897.578781 = -366194.240464
  nChanged 2
		SP:Iteration 15Q (37203.440000 sec): 3 clusters
  Score: Raw -375097.360914 + Penalty 8897.578781 = -366199.782133
  nChanged 0
		SP:Iteration 16F (37203.450000 sec): 3 clusters
  Score: Raw -375100.243514 + Penalty 8897.578781 = -366202.664733
  nChanged 1
		SP:Iteration 17Q (37203.460000 sec): 3 clusters
  Score: Raw -375110.396904 + Penalty 8897.578781 = -366212.818122
  nChanged 0
		SP:Iteration 18F (37203.470000 sec): 3 clusters
  Score: Raw -375110.396904 + Penalty 8897.578781 = -366212.818122
  nChanged 0
Deleting Class 10 (523 points): Lose 8536.201368 but Gain 8884.486483
Iteration 219Q (37236.050000 sec): 53 clusters
  Score: Raw -522480926.694173 + Penalty 461993.297121 = -522018933.397052
  nChanged 541
Iteration 220F (37513.950000 sec): 53 clusters
  Score: Raw -522484161.172889 + Penalty 461993.297121 = -522022167.875768
  nChanged 90
Iteration 221Q (37546.410000 sec): 53 clusters
  Score: Raw -522484227.371438 + Penalty 461993.297121 = -522022234.074317
  nChanged 50
Iteration 222Q (37578.900000 sec): 53 clusters
  Score: Raw -522484237.521651 + Penalty 461993.297121 = -522022244.224530
  nChanged 62
Iteration 223Q (37611.380000 sec): 53 clusters
  Score: Raw -522484243.558349 + Penalty 461993.297121 = -522022250.261228
  nChanged 40
Iteration 224Q (37643.880000 sec): 53 clusters
  Score: Raw -522484246.206374 + Penalty 461993.297121 = -522022252.909253
  nChanged 47
Iteration 225Q (37676.350000 sec): 53 clusters
  Score: Raw -522484248.376436 + Penalty 461993.297121 = -522022255.079314
  nChanged 37
Iteration 226Q (37708.820000 sec): 53 clusters
  Score: Raw -522484250.180505 + Penalty 461993.297121 = -522022256.883384
  nChanged 45
Iteration 227Q (37741.280000 sec): 53 clusters
  Score: Raw -522484252.704372 + Penalty 461993.297121 = -522022259.407251
  nChanged 56
Iteration 228Q (37773.720000 sec): 53 clusters
  Score: Raw -522484255.537574 + Penalty 461993.297121 = -522022262.240453
  nChanged 46
Iteration 229Q (37806.310000 sec): 53 clusters
  Score: Raw -522484258.015349 + Penalty 461993.297121 = -522022264.718227
  nChanged 45
Iteration 230Q (37838.780000 sec): 53 clusters
  Score: Raw -522484260.684685 + Penalty 461993.297121 = -522022267.387563
  nChanged 53
Iteration 231Q (37871.220000 sec): 53 clusters
  Score: Raw -522484264.066333 + Penalty 461993.297121 = -522022270.769211
  nChanged 64
Iteration 232Q (37903.610000 sec): 53 clusters
  Score: Raw -522484267.300134 + Penalty 461993.297121 = -522022274.003013
  nChanged 62
Iteration 233Q (37935.950000 sec): 53 clusters
  Score: Raw -522484270.294012 + Penalty 461993.297121 = -522022276.996891
  nChanged 58
Iteration 234Q (37968.320000 sec): 53 clusters
  Score: Raw -522484275.026813 + Penalty 461993.297121 = -522022281.729692
  nChanged 55
Iteration 235Q (38000.680000 sec): 53 clusters
  Score: Raw -522484279.661195 + Penalty 461993.297121 = -522022286.364074
  nChanged 53
Iteration 236Q (38033.050000 sec): 53 clusters
  Score: Raw -522484284.179215 + Penalty 461993.297121 = -522022290.882094
  nChanged 60
Iteration 237Q (38065.470000 sec): 53 clusters
  Score: Raw -522484288.215318 + Penalty 461993.297121 = -522022294.918196
  nChanged 79
Iteration 238Q (38097.870000 sec): 53 clusters
  Score: Raw -522484292.976185 + Penalty 461993.297121 = -522022299.679064
  nChanged 75
Iteration 239Q (38130.240000 sec): 53 clusters
  Score: Raw -522484298.831439 + Penalty 461993.297121 = -522022305.534317
  nChanged 65
Iteration 240F (38410.920000 sec): 53 clusters
  Score: Raw -522484304.462658 + Penalty 461993.297121 = -522022311.165536
  nChanged 60
Iteration 241Q (38444.990000 sec): 53 clusters
  Score: Raw -522484309.141176 + Penalty 461993.297121 = -522022315.844055
  nChanged 76
Iteration 242Q (38479.080000 sec): 53 clusters
  Score: Raw -522484313.870088 + Penalty 461993.297121 = -522022320.572966
  nChanged 77
Iteration 243Q (38513.240000 sec): 53 clusters
  Score: Raw -522484317.745791 + Penalty 461993.297121 = -522022324.448670
  nChanged 69
Iteration 244Q (38547.340000 sec): 53 clusters
  Score: Raw -522484321.038899 + Penalty 461993.297121 = -522022327.741778
  nChanged 62
Iteration 245Q (38579.840000 sec): 53 clusters
  Score: Raw -522484323.804252 + Penalty 461993.297121 = -522022330.507130
  nChanged 53
Iteration 246Q (38612.250000 sec): 53 clusters
  Score: Raw -522484326.703066 + Penalty 461993.297121 = -522022333.405944
  nChanged 56
Iteration 247Q (38644.670000 sec): 53 clusters
  Score: Raw -522484330.291821 + Penalty 461993.297121 = -522022336.994700
  nChanged 61
Iteration 248Q (38677.270000 sec): 53 clusters
  Score: Raw -522484334.283408 + Penalty 461993.297121 = -522022340.986287
  nChanged 78
Iteration 249Q (38709.780000 sec): 53 clusters
  Score: Raw -522484339.530562 + Penalty 461993.297121 = -522022346.233441
  nChanged 86
Iteration 250Q (38743.520000 sec): 53 clusters
  Score: Raw -522484344.750996 + Penalty 461993.297121 = -522022351.453874
  nChanged 67
Iteration 251Q (38777.570000 sec): 53 clusters
  Score: Raw -522484348.639301 + Penalty 461993.297121 = -522022355.342180
  nChanged 63
Iteration 252Q (38811.660000 sec): 53 clusters
  Score: Raw -522484352.522692 + Penalty 461993.297121 = -522022359.225571
  nChanged 61
Iteration 253Q (38845.710000 sec): 53 clusters
  Score: Raw -522484356.837984 + Penalty 461993.297121 = -522022363.540863
  nChanged 72
Iteration 254Q (38879.760000 sec): 53 clusters
  Score: Raw -522484361.089073 + Penalty 461993.297121 = -522022367.791952
  nChanged 68
Iteration 255Q (38913.830000 sec): 53 clusters
  Score: Raw -522484366.205240 + Penalty 461993.297121 = -522022372.908119
  nChanged 82
Iteration 256Q (38947.900000 sec): 53 clusters
  Score: Raw -522484371.295746 + Penalty 461993.297121 = -522022377.998625
  nChanged 78
Iteration 257Q (38981.960000 sec): 53 clusters
  Score: Raw -522484375.643784 + Penalty 461993.297121 = -522022382.346662
  nChanged 68
Iteration 258Q (39016.040000 sec): 53 clusters
  Score: Raw -522484384.017015 + Penalty 461993.297121 = -522022390.719894
  nChanged 67
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522484384.017015 + Penalty 461993.297121 = -522022390.719894
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (51694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39016.670000 sec): 2 clusters
  Score: Raw -13087282.611857 + Penalty 6647.521912 = -13080635.089945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39017.070000 sec): 3 clusters
  Score: Raw -13057255.066244 + Penalty 13295.043825 = -13043960.022420
  nChanged 22723
		SP:Iteration 1F (39017.470000 sec): 3 clusters
  Score: Raw -13069932.266731 + Penalty 13295.043825 = -13056637.222906
  nChanged 3414
		SP:Iteration 2F (39017.860000 sec): 3 clusters
  Score: Raw -13071944.734322 + Penalty 13295.043825 = -13058649.690498
  nChanged 3424
		SP:Iteration 3F (39018.260000 sec): 3 clusters
  Score: Raw -13074240.041955 + Penalty 13295.043825 = -13060944.998131
  nChanged 3466
		SP:Iteration 4F (39018.650000 sec): 3 clusters
  Score: Raw -13076515.045937 + Penalty 13295.043825 = -13063220.002113
  nChanged 3245
		SP:Iteration 5F (39019.050000 sec): 3 clusters
  Score: Raw -13078671.132086 + Penalty 13295.043825 = -13065376.088262
  nChanged 3068
		SP:Iteration 6F (39019.450000 sec): 3 clusters
  Score: Raw -13080842.360607 + Penalty 13295.043825 = -13067547.316783
  nChanged 2868
		SP:Iteration 7F (39019.840000 sec): 3 clusters
  Score: Raw -13082886.181933 + Penalty 13295.043825 = -13069591.138109
  nChanged 2559
		SP:Iteration 8Q (39020.230000 sec): 3 clusters
  Score: Raw -13084723.972764 + Penalty 13295.043825 = -13071428.928940
  nChanged 2214
		SP:Iteration 9Q (39020.620000 sec): 3 clusters
  Score: Raw -13086214.844603 + Penalty 13295.043825 = -13072919.800778
  nChanged 1739
		SP:Iteration 10Q (39021.000000 sec): 3 clusters
  Score: Raw -13087264.240644 + Penalty 13295.043825 = -13073969.196819
  nChanged 1342
		SP:Iteration 11Q (39021.380000 sec): 3 clusters
  Score: Raw -13087991.420726 + Penalty 13295.043825 = -13074696.376902
  nChanged 1059
		SP:Iteration 12Q (39021.750000 sec): 3 clusters
  Score: Raw -13088527.806500 + Penalty 13295.043825 = -13075232.762676
  nChanged 842
		SP:Iteration 13Q (39022.110000 sec): 3 clusters
  Score: Raw -13088924.630502 + Penalty 13295.043825 = -13075629.586677
  nChanged 694
		SP:Iteration 14Q (39022.460000 sec): 3 clusters
  Score: Raw -13089198.909952 + Penalty 13295.043825 = -13075903.866127
  nChanged 554
		SP:Iteration 15Q (39022.810000 sec): 3 clusters
  Score: Raw -13089405.471181 + Penalty 13295.043825 = -13076110.427356
  nChanged 487
		SP:Iteration 16Q (39023.160000 sec): 3 clusters
  Score: Raw -13089597.620056 + Penalty 13295.043825 = -13076302.576232
  nChanged 437
		SP:Iteration 17Q (39023.500000 sec): 3 clusters
  Score: Raw -13089768.265660 + Penalty 13295.043825 = -13076473.221835
  nChanged 380
		SP:Iteration 18Q (39023.840000 sec): 3 clusters
  Score: Raw -13089908.754050 + Penalty 13295.043825 = -13076613.710226
  nChanged 351
		SP:Iteration 19Q (39024.170000 sec): 3 clusters
  Score: Raw -13090046.616187 + Penalty 13295.043825 = -13076751.572363
  nChanged 359
		SP:Iteration 20F (39024.570000 sec): 3 clusters
  Score: Raw -13090197.879127 + Penalty 13295.043825 = -13076902.835303
  nChanged 331
		SP:Iteration 21Q (39024.900000 sec): 3 clusters
  Score: Raw -13090344.679662 + Penalty 13295.043825 = -13077049.635837
  nChanged 298
		SP:Iteration 22Q (39025.230000 sec): 3 clusters
  Score: Raw -13090466.764737 + Penalty 13295.043825 = -13077171.720912
  nChanged 262
		SP:Iteration 23Q (39025.550000 sec): 3 clusters
  Score: Raw -13090572.289827 + Penalty 13295.043825 = -13077277.246003
  nChanged 218
		SP:Iteration 24Q (39025.880000 sec): 3 clusters
  Score: Raw -13090655.251774 + Penalty 13295.043825 = -13077360.207949
  nChanged 181
		SP:Iteration 25Q (39026.200000 sec): 3 clusters
  Score: Raw -13090726.972103 + Penalty 13295.043825 = -13077431.928279
  nChanged 169
		SP:Iteration 26Q (39026.530000 sec): 3 clusters
  Score: Raw -13090785.905882 + Penalty 13295.043825 = -13077490.862058
  nChanged 117
		SP:Iteration 27Q (39026.850000 sec): 3 clusters
  Score: Raw -13090823.187999 + Penalty 13295.043825 = -13077528.144174
  nChanged 105
		SP:Iteration 28Q (39027.160000 sec): 3 clusters
  Score: Raw -13090853.719647 + Penalty 13295.043825 = -13077558.675823
  nChanged 86
		SP:Iteration 29Q (39027.480000 sec): 3 clusters
  Score: Raw -13090879.168182 + Penalty 13295.043825 = -13077584.124358
  nChanged 82
		SP:Iteration 30Q (39027.800000 sec): 3 clusters
  Score: Raw -13090903.770434 + Penalty 13295.043825 = -13077608.726610
  nChanged 79
		SP:Iteration 31Q (39028.110000 sec): 3 clusters
  Score: Raw -13090929.447144 + Penalty 13295.043825 = -13077634.403319
  nChanged 66
		SP:Iteration 32Q (39028.430000 sec): 3 clusters
  Score: Raw -13090949.702444 + Penalty 13295.043825 = -13077654.658620
  nChanged 61
		SP:Iteration 33Q (39028.740000 sec): 3 clusters
  Score: Raw -13090968.886096 + Penalty 13295.043825 = -13077673.842272
  nChanged 52
		SP:Iteration 34Q (39029.060000 sec): 3 clusters
  Score: Raw -13090984.753742 + Penalty 13295.043825 = -13077689.709918
  nChanged 47
		SP:Iteration 35Q (39029.370000 sec): 3 clusters
  Score: Raw -13090999.125320 + Penalty 13295.043825 = -13077704.081496
  nChanged 33
		SP:Iteration 36Q (39029.680000 sec): 3 clusters
  Score: Raw -13091008.900959 + Penalty 13295.043825 = -13077713.857135
  nChanged 25
		SP:Iteration 37Q (39029.990000 sec): 3 clusters
  Score: Raw -13091015.075905 + Penalty 13295.043825 = -13077720.032080
  nChanged 32
		SP:Iteration 38Q (39030.310000 sec): 3 clusters
  Score: Raw -13091023.781508 + Penalty 13295.043825 = -13077728.737683
  nChanged 26
		SP:Iteration 39Q (39030.620000 sec): 3 clusters
  Score: Raw -13091031.206857 + Penalty 13295.043825 = -13077736.163033
  nChanged 28
		SP:Iteration 40F (39031.010000 sec): 3 clusters
  Score: Raw -13091037.581407 + Penalty 13295.043825 = -13077742.537582
  nChanged 20
		SP:Iteration 41Q (39031.330000 sec): 3 clusters
  Score: Raw -13091042.633620 + Penalty 13295.043825 = -13077747.589795
  nChanged 16
		SP:Iteration 42Q (39031.640000 sec): 3 clusters
  Score: Raw -13091046.818127 + Penalty 13295.043825 = -13077751.774302
  nChanged 13
		SP:Iteration 43Q (39031.950000 sec): 3 clusters
  Score: Raw -13091051.003728 + Penalty 13295.043825 = -13077755.959904
  nChanged 13
		SP:Iteration 44Q (39032.260000 sec): 3 clusters
  Score: Raw -13091054.505359 + Penalty 13295.043825 = -13077759.461534
  nChanged 10
		SP:Iteration 45Q (39032.580000 sec): 3 clusters
  Score: Raw -13091056.780594 + Penalty 13295.043825 = -13077761.736769
  nChanged 12
		SP:Iteration 46Q (39032.890000 sec): 3 clusters
  Score: Raw -13091059.852344 + Penalty 13295.043825 = -13077764.808520
  nChanged 13
		SP:Iteration 47Q (39033.200000 sec): 3 clusters
  Score: Raw -13091062.659081 + Penalty 13295.043825 = -13077767.615256
  nChanged 12
		SP:Iteration 48Q (39033.510000 sec): 3 clusters
  Score: Raw -13091065.815472 + Penalty 13295.043825 = -13077770.771647
  nChanged 7
		SP:Iteration 49Q (39033.820000 sec): 3 clusters
  Score: Raw -13091067.750018 + Penalty 13295.043825 = -13077772.706194
  nChanged 8
		SP:Iteration 50Q (39034.130000 sec): 3 clusters
  Score: Raw -13091069.511661 + Penalty 13295.043825 = -13077774.467837
  nChanged 7
		SP:Iteration 51Q (39034.440000 sec): 3 clusters
  Score: Raw -13091071.372606 + Penalty 13295.043825 = -13077776.328782
  nChanged 8
		SP:Iteration 52Q (39034.750000 sec): 3 clusters
  Score: Raw -13091073.091423 + Penalty 13295.043825 = -13077778.047598
  nChanged 4
		SP:Iteration 53Q (39035.060000 sec): 3 clusters
  Score: Raw -13091073.847192 + Penalty 13295.043825 = -13077778.803368
  nChanged 2
		SP:Iteration 54Q (39035.370000 sec): 3 clusters
  Score: Raw -13091074.339947 + Penalty 13295.043825 = -13077779.296123
  nChanged 3
		SP:Iteration 55Q (39035.680000 sec): 3 clusters
  Score: Raw -13091075.412523 + Penalty 13295.043825 = -13077780.368698
  nChanged 6
		SP:Iteration 56Q (39035.990000 sec): 3 clusters
  Score: Raw -13091077.275545 + Penalty 13295.043825 = -13077782.231721
  nChanged 6
		SP:Iteration 57Q (39036.300000 sec): 3 clusters
  Score: Raw -13091079.172978 + Penalty 13295.043825 = -13077784.129153
  nChanged 3
		SP:Iteration 58Q (39036.610000 sec): 3 clusters
  Score: Raw -13091079.844506 + Penalty 13295.043825 = -13077784.800682
  nChanged 3
		SP:Iteration 59Q (39036.920000 sec): 3 clusters
  Score: Raw -13091080.331755 + Penalty 13295.043825 = -13077785.287930
  nChanged 1
		SP:Iteration 60F (39037.310000 sec): 3 clusters
  Score: Raw -13091080.465481 + Penalty 13295.043825 = -13077785.421656
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (42057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39037.590000 sec): 2 clusters
  Score: Raw -11218344.242260 + Penalty 6521.153436 = -11211823.088824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39037.910000 sec): 3 clusters
  Score: Raw -11194327.850130 + Penalty 13042.306872 = -11181285.543258
  nChanged 18248
		SP:Iteration 1F (39038.230000 sec): 3 clusters
  Score: Raw -11204049.659148 + Penalty 13042.306872 = -11191007.352276
  nChanged 2304
		SP:Iteration 2F (39038.550000 sec): 3 clusters
  Score: Raw -11205034.418084 + Penalty 13042.306872 = -11191992.111212
  nChanged 2149
		SP:Iteration 3F (39038.870000 sec): 3 clusters
  Score: Raw -11206102.766019 + Penalty 13042.306872 = -11193060.459147
  nChanged 2119
		SP:Iteration 4F (39039.200000 sec): 3 clusters
  Score: Raw -11207534.052537 + Penalty 13042.306872 = -11194491.745665
  nChanged 2569
		SP:Iteration 5F (39039.520000 sec): 3 clusters
  Score: Raw -11210040.728496 + Penalty 13042.306872 = -11196998.421624
  nChanged 3379
		SP:Iteration 6F (39039.840000 sec): 3 clusters
  Score: Raw -11213852.171628 + Penalty 13042.306872 = -11200809.864756
  nChanged 3748
		SP:Iteration 7F (39040.160000 sec): 3 clusters
  Score: Raw -11218246.965533 + Penalty 13042.306872 = -11205204.658661
  nChanged 3283
		SP:Iteration 8F (39040.480000 sec): 3 clusters
  Score: Raw -11221724.540781 + Penalty 13042.306872 = -11208682.233908
  nChanged 2360
		SP:Iteration 9F (39040.800000 sec): 3 clusters
  Score: Raw -11223533.547923 + Penalty 13042.306872 = -11210491.241051
  nChanged 1391
		SP:Iteration 10Q (39041.110000 sec): 3 clusters
  Score: Raw -11224209.717774 + Penalty 13042.306872 = -11211167.410902
  nChanged 775
		SP:Iteration 11Q (39041.410000 sec): 3 clusters
  Score: Raw -11224473.732756 + Penalty 13042.306872 = -11211431.425884
  nChanged 480
		SP:Iteration 12Q (39041.710000 sec): 3 clusters
  Score: Raw -11224582.772499 + Penalty 13042.306872 = -11211540.465627
  nChanged 280
		SP:Iteration 13Q (39042.010000 sec): 3 clusters
  Score: Raw -11224628.782003 + Penalty 13042.306872 = -11211586.475131
  nChanged 180
		SP:Iteration 14Q (39042.310000 sec): 3 clusters
  Score: Raw -11224655.433894 + Penalty 13042.306872 = -11211613.127022
  nChanged 125
		SP:Iteration 15Q (39042.610000 sec): 3 clusters
  Score: Raw -11224671.214052 + Penalty 13042.306872 = -11211628.907180
  nChanged 77
		SP:Iteration 16Q (39042.900000 sec): 3 clusters
  Score: Raw -11224680.419879 + Penalty 13042.306872 = -11211638.113007
  nChanged 61
		SP:Iteration 17Q (39043.200000 sec): 3 clusters
  Score: Raw -11224686.502528 + Penalty 13042.306872 = -11211644.195656
  nChanged 42
		SP:Iteration 18Q (39043.500000 sec): 3 clusters
  Score: Raw -11224689.790476 + Penalty 13042.306872 = -11211647.483604
  nChanged 29
		SP:Iteration 19Q (39043.790000 sec): 3 clusters
  Score: Raw -11224692.637282 + Penalty 13042.306872 = -11211650.330410
  nChanged 29
		SP:Iteration 20F (39044.110000 sec): 3 clusters
  Score: Raw -11224695.093870 + Penalty 13042.306872 = -11211652.786998
  nChanged 17
		SP:Iteration 21Q (39044.410000 sec): 3 clusters
  Score: Raw -11224696.533249 + Penalty 13042.306872 = -11211654.226377
  nChanged 14
		SP:Iteration 22Q (39044.710000 sec): 3 clusters
  Score: Raw -11224697.953461 + Penalty 13042.306872 = -11211655.646589
  nChanged 11
		SP:Iteration 23Q (39045.000000 sec): 3 clusters
  Score: Raw -11224699.019657 + Penalty 13042.306872 = -11211656.712785
  nChanged 11
		SP:Iteration 24Q (39045.300000 sec): 3 clusters
  Score: Raw -11224699.915158 + Penalty 13042.306872 = -11211657.608286
  nChanged 6
		SP:Iteration 25Q (39045.600000 sec): 3 clusters
  Score: Raw -11224700.284954 + Penalty 13042.306872 = -11211657.978082
  nChanged 2
		SP:Iteration 26Q (39045.900000 sec): 3 clusters
  Score: Raw -11224700.457271 + Penalty 13042.306872 = -11211658.150399
  nChanged 3
		SP:Iteration 27Q (39046.190000 sec): 3 clusters
  Score: Raw -11224700.706596 + Penalty 13042.306872 = -11211658.399724
  nChanged 3
		SP:Iteration 28Q (39046.490000 sec): 3 clusters
  Score: Raw -11224700.966738 + Penalty 13042.306872 = -11211658.659866
  nChanged 2
		SP:Iteration 29Q (39046.790000 sec): 3 clusters
  Score: Raw -11224701.121964 + Penalty 13042.306872 = -11211658.815092
  nChanged 2
		SP:Iteration 30Q (39047.090000 sec): 3 clusters
  Score: Raw -11224701.245169 + Penalty 13042.306872 = -11211658.938297
  nChanged 0
		SP:Iteration 31F (39047.410000 sec): 3 clusters
  Score: Raw -11224701.245169 + Penalty 13042.306872 = -11211658.938297
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (134922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39048.320000 sec): 2 clusters
  Score: Raw -36070138.904333 + Penalty 7235.126919 = -36062903.777414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39049.360000 sec): 3 clusters
  Score: Raw -35986299.193759 + Penalty 14470.253838 = -35971828.939921
  nChanged 62474
		SP:Iteration 1F (39050.400000 sec): 3 clusters
  Score: Raw -36020850.484025 + Penalty 14470.253838 = -36006380.230187
  nChanged 5037
		SP:Iteration 2Q (39051.450000 sec): 3 clusters
  Score: Raw -36022215.355333 + Penalty 14470.253838 = -36007745.101495
  nChanged 4945
		SP:Iteration 3Q (39052.490000 sec): 3 clusters
  Score: Raw -36023609.993341 + Penalty 14470.253838 = -36009139.739503
  nChanged 4818
		SP:Iteration 4Q (39053.530000 sec): 3 clusters
  Score: Raw -36025048.034705 + Penalty 14470.253838 = -36010577.780867
  nChanged 4911
		SP:Iteration 5Q (39054.580000 sec): 3 clusters
  Score: Raw -36026743.443142 + Penalty 14470.253838 = -36012273.189304
  nChanged 5272
		SP:Iteration 6Q (39055.620000 sec): 3 clusters
  Score: Raw -36028911.596272 + Penalty 14470.253838 = -36014441.342434
  nChanged 6042
		SP:Iteration 7Q (39056.660000 sec): 3 clusters
  Score: Raw -36031907.416946 + Penalty 14470.253838 = -36017437.163108
  nChanged 6927
		SP:Iteration 8F (39057.690000 sec): 3 clusters
  Score: Raw -36036083.573553 + Penalty 14470.253838 = -36021613.319715
  nChanged 8010
		SP:Iteration 9F (39058.730000 sec): 3 clusters
  Score: Raw -36041695.229593 + Penalty 14470.253838 = -36027224.975755
  nChanged 8653
		SP:Iteration 10F (39059.770000 sec): 3 clusters
  Score: Raw -36048526.074328 + Penalty 14470.253838 = -36034055.820490
  nChanged 8545
		SP:Iteration 11F (39060.800000 sec): 3 clusters
  Score: Raw -36055665.825781 + Penalty 14470.253838 = -36041195.571943
  nChanged 7053
		SP:Iteration 12F (39061.830000 sec): 3 clusters
  Score: Raw -36061595.515668 + Penalty 14470.253838 = -36047125.261830
  nChanged 5041
		SP:Iteration 13Q (39062.750000 sec): 3 clusters
  Score: Raw -36065800.584617 + Penalty 14470.253838 = -36051330.330779
  nChanged 3112
		SP:Iteration 14Q (39063.610000 sec): 3 clusters
  Score: Raw -36068409.256339 + Penalty 14470.253838 = -36053939.002501
  nChanged 1792
		SP:Iteration 15Q (39064.420000 sec): 3 clusters
  Score: Raw -36070006.682042 + Penalty 14470.253838 = -36055536.428204
  nChanged 991
		SP:Iteration 16Q (39065.190000 sec): 3 clusters
  Score: Raw -36070939.878807 + Penalty 14470.253838 = -36056469.624969
  nChanged 638
		SP:Iteration 17Q (39065.930000 sec): 3 clusters
  Score: Raw -36071479.384690 + Penalty 14470.253838 = -36057009.130852
  nChanged 424
		SP:Iteration 18Q (39066.670000 sec): 3 clusters
  Score: Raw -36071752.360352 + Penalty 14470.253838 = -36057282.106514
  nChanged 278
		SP:Iteration 19Q (39067.390000 sec): 3 clusters
  Score: Raw -36071927.827480 + Penalty 14470.253838 = -36057457.573642
  nChanged 210
		SP:Iteration 20F (39068.410000 sec): 3 clusters
  Score: Raw -36072035.734125 + Penalty 14470.253838 = -36057565.480287
  nChanged 127
		SP:Iteration 21Q (39069.140000 sec): 3 clusters
  Score: Raw -36072093.926647 + Penalty 14470.253838 = -36057623.672809
  nChanged 98
		SP:Iteration 22Q (39069.850000 sec): 3 clusters
  Score: Raw -36072136.774482 + Penalty 14470.253838 = -36057666.520644
  nChanged 65
		SP:Iteration 23Q (39070.570000 sec): 3 clusters
  Score: Raw -36072163.245426 + Penalty 14470.253838 = -36057692.991588
  nChanged 44
		SP:Iteration 24Q (39071.280000 sec): 3 clusters
  Score: Raw -36072179.181672 + Penalty 14470.253838 = -36057708.927834
  nChanged 40
		SP:Iteration 25Q (39072.000000 sec): 3 clusters
  Score: Raw -36072193.722556 + Penalty 14470.253838 = -36057723.468718
  nChanged 36
		SP:Iteration 26Q (39072.720000 sec): 3 clusters
  Score: Raw -36072207.914402 + Penalty 14470.253838 = -36057737.660564
  nChanged 34
		SP:Iteration 27Q (39073.430000 sec): 3 clusters
  Score: Raw -36072219.208660 + Penalty 14470.253838 = -36057748.954822
  nChanged 25
		SP:Iteration 28Q (39074.150000 sec): 3 clusters
  Score: Raw -36072227.713053 + Penalty 14470.253838 = -36057757.459215
  nChanged 24
		SP:Iteration 29Q (39074.860000 sec): 3 clusters
  Score: Raw -36072237.611229 + Penalty 14470.253838 = -36057767.357391
  nChanged 17
		SP:Iteration 30Q (39075.580000 sec): 3 clusters
  Score: Raw -36072245.075527 + Penalty 14470.253838 = -36057774.821689
  nChanged 26
		SP:Iteration 31Q (39076.290000 sec): 3 clusters
  Score: Raw -36072254.305073 + Penalty 14470.253838 = -36057784.051235
  nChanged 19
		SP:Iteration 32Q (39077.000000 sec): 3 clusters
  Score: Raw -36072260.093379 + Penalty 14470.253838 = -36057789.839541
  nChanged 16
		SP:Iteration 33Q (39077.720000 sec): 3 clusters
  Score: Raw -36072266.039786 + Penalty 14470.253838 = -36057795.785948
  nChanged 16
		SP:Iteration 34Q (39078.430000 sec): 3 clusters
  Score: Raw -36072271.287165 + Penalty 14470.253838 = -36057801.033327
  nChanged 17
		SP:Iteration 35Q (39079.150000 sec): 3 clusters
  Score: Raw -36072276.360355 + Penalty 14470.253838 = -36057806.106517
  nChanged 7
		SP:Iteration 36Q (39079.860000 sec): 3 clusters
  Score: Raw -36072279.632268 + Penalty 14470.253838 = -36057809.378430
  nChanged 9
		SP:Iteration 37Q (39080.570000 sec): 3 clusters
  Score: Raw -36072282.436139 + Penalty 14470.253838 = -36057812.182301
  nChanged 6
		SP:Iteration 38Q (39081.290000 sec): 3 clusters
  Score: Raw -36072285.086192 + Penalty 14470.253838 = -36057814.832354
  nChanged 4
		SP:Iteration 39Q (39082.000000 sec): 3 clusters
  Score: Raw -36072286.871507 + Penalty 14470.253838 = -36057816.617669
  nChanged 4
		SP:Iteration 40F (39083.020000 sec): 3 clusters
  Score: Raw -36072288.013152 + Penalty 14470.253838 = -36057817.759314
  nChanged 4
		SP:Iteration 41Q (39083.740000 sec): 3 clusters
  Score: Raw -36072289.638640 + Penalty 14470.253838 = -36057819.384802
  nChanged 2
		SP:Iteration 42Q (39084.460000 sec): 3 clusters
  Score: Raw -36072290.530471 + Penalty 14470.253838 = -36057820.276633
  nChanged 3
		SP:Iteration 43Q (39085.170000 sec): 3 clusters
  Score: Raw -36072292.255520 + Penalty 14470.253838 = -36057822.001682
  nChanged 4
		SP:Iteration 44Q (39085.890000 sec): 3 clusters
  Score: Raw -36072293.509365 + Penalty 14470.253838 = -36057823.255527
  nChanged 4
		SP:Iteration 45Q (39086.600000 sec): 3 clusters
  Score: Raw -36072294.772406 + Penalty 14470.253838 = -36057824.518568
  nChanged 2
		SP:Iteration 46Q (39087.320000 sec): 3 clusters
  Score: Raw -36072295.251137 + Penalty 14470.253838 = -36057824.997299
  nChanged 2
		SP:Iteration 47Q (39088.030000 sec): 3 clusters
  Score: Raw -36072296.036133 + Penalty 14470.253838 = -36057825.782295
  nChanged 6
		SP:Iteration 48Q (39088.750000 sec): 3 clusters
  Score: Raw -36072297.608266 + Penalty 14470.253838 = -36057827.354428
  nChanged 4
		SP:Iteration 49Q (39089.460000 sec): 3 clusters
  Score: Raw -36072298.585458 + Penalty 14470.253838 = -36057828.331620
  nChanged 2
		SP:Iteration 50Q (39090.180000 sec): 3 clusters
  Score: Raw -36072299.157728 + Penalty 14470.253838 = -36057828.903890
  nChanged 2
		SP:Iteration 51Q (39090.900000 sec): 3 clusters
  Score: Raw -36072299.784329 + Penalty 14470.253838 = -36057829.530491
  nChanged 4
		SP:Iteration 52Q (39091.610000 sec): 3 clusters
  Score: Raw -36072300.950756 + Penalty 14470.253838 = -36057830.696918
  nChanged 2
		SP:Iteration 53Q (39092.320000 sec): 3 clusters
  Score: Raw -36072301.622766 + Penalty 14470.253838 = -36057831.368928
  nChanged 2
		SP:Iteration 54Q (39093.040000 sec): 3 clusters
  Score: Raw -36072302.341137 + Penalty 14470.253838 = -36057832.087298
  nChanged 2
		SP:Iteration 55Q (39093.760000 sec): 3 clusters
  Score: Raw -36072303.025016 + Penalty 14470.253838 = -36057832.771178
  nChanged 1
		SP:Iteration 56Q (39094.470000 sec): 3 clusters
  Score: Raw -36072303.530106 + Penalty 14470.253838 = -36057833.276268
  nChanged 2
		SP:Iteration 57Q (39095.180000 sec): 3 clusters
  Score: Raw -36072304.195418 + Penalty 14470.253838 = -36057833.941580
  nChanged 0
		SP:Iteration 58F (39096.210000 sec): 3 clusters
  Score: Raw -36072304.195418 + Penalty 14470.253838 = -36057833.941580
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39096.300000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39096.300000 sec): 3 clusters
  Score: Raw -45393.656382 + Penalty 6508.677324 = -38884.979058
  nChanged 9
		SP:Iteration 1Q (39096.310000 sec): 3 clusters
  Score: Raw -45465.751756 + Penalty 6508.677324 = -38957.074432
  nChanged 2
		SP:Iteration 2Q (39096.310000 sec): 3 clusters
  Score: Raw -45500.074131 + Penalty 6508.677324 = -38991.396807
  nChanged 2
		SP:Iteration 3Q (39096.310000 sec): 3 clusters
  Score: Raw -45520.799472 + Penalty 6508.677324 = -39012.122148
  nChanged 0
		SP:Iteration 4F (39096.310000 sec): 3 clusters
  Score: Raw -45520.799472 + Penalty 6508.677324 = -39012.122148
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39096.320000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39096.320000 sec): 3 clusters
  Score: Raw -136384.310300 + Penalty 7674.993986 = -128709.316315
  nChanged 43
		SP:Iteration 1F (39096.330000 sec): 3 clusters
  Score: Raw -136539.182237 + Penalty 7674.993986 = -128864.188251
  nChanged 11
		SP:Iteration 2Q (39096.340000 sec): 3 clusters
  Score: Raw -136593.317677 + Penalty 7674.993986 = -128918.323692
  nChanged 4
		SP:Iteration 3Q (39096.340000 sec): 3 clusters
  Score: Raw -136608.572016 + Penalty 7674.993986 = -128933.578031
  nChanged 0
		SP:Iteration 4F (39096.340000 sec): 3 clusters
  Score: Raw -136608.572016 + Penalty 7674.993986 = -128933.578031
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (105082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39097.070000 sec): 2 clusters
  Score: Raw -28063656.026407 + Penalty 7082.028970 = -28056573.997438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39097.880000 sec): 3 clusters
  Score: Raw -27999359.580882 + Penalty 14164.057939 = -27985195.522943
  nChanged 47979
		SP:Iteration 1F (39098.680000 sec): 3 clusters
  Score: Raw -28026011.576371 + Penalty 14164.057939 = -28011847.518432
  nChanged 4909
		SP:Iteration 2Q (39099.500000 sec): 3 clusters
  Score: Raw -28027845.682897 + Penalty 14164.057939 = -28013681.624958
  nChanged 5195
		SP:Iteration 3Q (39100.310000 sec): 3 clusters
  Score: Raw -28030033.963268 + Penalty 14164.057939 = -28015869.905329
  nChanged 5616
		SP:Iteration 4F (39101.110000 sec): 3 clusters
  Score: Raw -28032727.181753 + Penalty 14164.057939 = -28018563.123814
  nChanged 5985
		SP:Iteration 5F (39101.920000 sec): 3 clusters
  Score: Raw -28035863.227048 + Penalty 14164.057939 = -28021699.169109
  nChanged 6294
		SP:Iteration 6F (39102.730000 sec): 3 clusters
  Score: Raw -28039401.120576 + Penalty 14164.057939 = -28025237.062637
  nChanged 6267
		SP:Iteration 7F (39103.530000 sec): 3 clusters
  Score: Raw -28042851.487686 + Penalty 14164.057939 = -28028687.429747
  nChanged 5670
		SP:Iteration 8F (39104.340000 sec): 3 clusters
  Score: Raw -28045785.965856 + Penalty 14164.057939 = -28031621.907917
  nChanged 4852
		SP:Iteration 9Q (39105.140000 sec): 3 clusters
  Score: Raw -28047843.391979 + Penalty 14164.057939 = -28033679.334040
  nChanged 3819
		SP:Iteration 10Q (39105.950000 sec): 3 clusters
  Score: Raw -28049044.694886 + Penalty 14164.057939 = -28034880.636947
  nChanged 2747
		SP:Iteration 11Q (39106.750000 sec): 3 clusters
  Score: Raw -28049723.561823 + Penalty 14164.057939 = -28035559.503884
  nChanged 2086
		SP:Iteration 12Q (39107.550000 sec): 3 clusters
  Score: Raw -28050143.749497 + Penalty 14164.057939 = -28035979.691558
  nChanged 1582
		SP:Iteration 13Q (39108.350000 sec): 3 clusters
  Score: Raw -28050397.468508 + Penalty 14164.057939 = -28036233.410569
  nChanged 1145
		SP:Iteration 14Q (39109.150000 sec): 3 clusters
  Score: Raw -28050562.956173 + Penalty 14164.057939 = -28036398.898234
  nChanged 955
		SP:Iteration 15Q (39109.940000 sec): 3 clusters
  Score: Raw -28050686.664936 + Penalty 14164.057939 = -28036522.606997
  nChanged 846
		SP:Iteration 16Q (39110.740000 sec): 3 clusters
  Score: Raw -28050788.041657 + Penalty 14164.057939 = -28036623.983718
  nChanged 660
		SP:Iteration 17Q (39111.540000 sec): 3 clusters
  Score: Raw -28050862.378736 + Penalty 14164.057939 = -28036698.320797
  nChanged 606
		SP:Iteration 18Q (39112.340000 sec): 3 clusters
  Score: Raw -28050928.657182 + Penalty 14164.057939 = -28036764.599243
  nChanged 593
		SP:Iteration 19Q (39113.130000 sec): 3 clusters
  Score: Raw -28050995.889475 + Penalty 14164.057939 = -28036831.831536
  nChanged 548
		SP:Iteration 20F (39113.950000 sec): 3 clusters
  Score: Raw -28051060.188925 + Penalty 14164.057939 = -28036896.130986
  nChanged 556
		SP:Iteration 21Q (39114.740000 sec): 3 clusters
  Score: Raw -28051131.235681 + Penalty 14164.057939 = -28036967.177742
  nChanged 621
		SP:Iteration 22Q (39115.540000 sec): 3 clusters
  Score: Raw -28051221.861029 + Penalty 14164.057939 = -28037057.803090
  nChanged 710
		SP:Iteration 23Q (39116.340000 sec): 3 clusters
  Score: Raw -28051331.625127 + Penalty 14164.057939 = -28037167.567188
  nChanged 812
		SP:Iteration 24Q (39117.140000 sec): 3 clusters
  Score: Raw -28051478.641469 + Penalty 14164.057939 = -28037314.583530
  nChanged 982
		SP:Iteration 25Q (39117.930000 sec): 3 clusters
  Score: Raw -28051686.929697 + Penalty 14164.057939 = -28037522.871758
  nChanged 1175
		SP:Iteration 26Q (39118.730000 sec): 3 clusters
  Score: Raw -28051985.696319 + Penalty 14164.057939 = -28037821.638380
  nChanged 1400
		SP:Iteration 27Q (39119.520000 sec): 3 clusters
  Score: Raw -28052417.835072 + Penalty 14164.057939 = -28038253.777133
  nChanged 1703
		SP:Iteration 28Q (39120.320000 sec): 3 clusters
  Score: Raw -28053071.990676 + Penalty 14164.057939 = -28038907.932737
  nChanged 2061
		SP:Iteration 29Q (39121.120000 sec): 3 clusters
  Score: Raw -28054132.255761 + Penalty 14164.057939 = -28039968.197822
  nChanged 2549
		SP:Iteration 30Q (39121.920000 sec): 3 clusters
  Score: Raw -28055843.541419 + Penalty 14164.057939 = -28041679.483480
  nChanged 2889
		SP:Iteration 31Q (39122.710000 sec): 3 clusters
  Score: Raw -28058234.753727 + Penalty 14164.057939 = -28044070.695788
  nChanged 3044
		SP:Iteration 32Q (39123.500000 sec): 3 clusters
  Score: Raw -28060950.137183 + Penalty 14164.057939 = -28046786.079244
  nChanged 2801
		SP:Iteration 33Q (39124.270000 sec): 3 clusters
  Score: Raw -28063089.463819 + Penalty 14164.057939 = -28048925.405880
  nChanged 2151
		SP:Iteration 34Q (39125.000000 sec): 3 clusters
  Score: Raw -28064477.100934 + Penalty 14164.057939 = -28050313.042995
  nChanged 1670
		SP:Iteration 35Q (39125.720000 sec): 3 clusters
  Score: Raw -28065345.448395 + Penalty 14164.057939 = -28051181.390456
  nChanged 1299
		SP:Iteration 36Q (39126.410000 sec): 3 clusters
  Score: Raw -28065925.563359 + Penalty 14164.057939 = -28051761.505420
  nChanged 1026
		SP:Iteration 37Q (39127.080000 sec): 3 clusters
  Score: Raw -28066339.010689 + Penalty 14164.057939 = -28052174.952750
  nChanged 887
		SP:Iteration 38Q (39127.740000 sec): 3 clusters
  Score: Raw -28066673.646703 + Penalty 14164.057939 = -28052509.588764
  nChanged 728
		SP:Iteration 39Q (39128.400000 sec): 3 clusters
  Score: Raw -28066961.760582 + Penalty 14164.057939 = -28052797.702643
  nChanged 691
		SP:Iteration 40F (39129.200000 sec): 3 clusters
  Score: Raw -28067283.644355 + Penalty 14164.057939 = -28053119.586416
  nChanged 619
		SP:Iteration 41Q (39129.840000 sec): 3 clusters
  Score: Raw -28067611.031134 + Penalty 14164.057939 = -28053446.973195
  nChanged 534
		SP:Iteration 42Q (39130.480000 sec): 3 clusters
  Score: Raw -28067943.467099 + Penalty 14164.057939 = -28053779.409160
  nChanged 523
		SP:Iteration 43Q (39131.100000 sec): 3 clusters
  Score: Raw -28068294.829928 + Penalty 14164.057939 = -28054130.771989
  nChanged 506
		SP:Iteration 44Q (39131.720000 sec): 3 clusters
  Score: Raw -28068615.905863 + Penalty 14164.057939 = -28054451.847924
  nChanged 453
		SP:Iteration 45Q (39132.330000 sec): 3 clusters
  Score: Raw -28068876.267357 + Penalty 14164.057939 = -28054712.209418
  nChanged 403
		SP:Iteration 46Q (39132.930000 sec): 3 clusters
  Score: Raw -28069061.723295 + Penalty 14164.057939 = -28054897.665356
  nChanged 343
		SP:Iteration 47Q (39133.530000 sec): 3 clusters
  Score: Raw -28069195.787647 + Penalty 14164.057939 = -28055031.729708
  nChanged 259
		SP:Iteration 48Q (39134.120000 sec): 3 clusters
  Score: Raw -28069279.388374 + Penalty 14164.057939 = -28055115.330435
  nChanged 195
		SP:Iteration 49Q (39134.710000 sec): 3 clusters
  Score: Raw -28069332.246792 + Penalty 14164.057939 = -28055168.188853
  nChanged 141
		SP:Iteration 50Q (39135.300000 sec): 3 clusters
  Score: Raw -28069364.810367 + Penalty 14164.057939 = -28055200.752428
  nChanged 94
		SP:Iteration 51Q (39135.890000 sec): 3 clusters
  Score: Raw -28069382.516889 + Penalty 14164.057939 = -28055218.458950
  nChanged 71
		SP:Iteration 52Q (39136.470000 sec): 3 clusters
  Score: Raw -28069393.617873 + Penalty 14164.057939 = -28055229.559934
  nChanged 51
		SP:Iteration 53Q (39137.060000 sec): 3 clusters
  Score: Raw -28069401.828600 + Penalty 14164.057939 = -28055237.770661
  nChanged 41
		SP:Iteration 54Q (39137.640000 sec): 3 clusters
  Score: Raw -28069407.877790 + Penalty 14164.057939 = -28055243.819851
  nChanged 36
		SP:Iteration 55Q (39138.220000 sec): 3 clusters
  Score: Raw -28069412.475437 + Penalty 14164.057939 = -28055248.417498
  nChanged 24
		SP:Iteration 56Q (39138.800000 sec): 3 clusters
  Score: Raw -28069415.544010 + Penalty 14164.057939 = -28055251.486071
  nChanged 22
		SP:Iteration 57Q (39139.380000 sec): 3 clusters
  Score: Raw -28069418.001574 + Penalty 14164.057939 = -28055253.943635
  nChanged 14
		SP:Iteration 58Q (39139.970000 sec): 3 clusters
  Score: Raw -28069419.550076 + Penalty 14164.057939 = -28055255.492137
  nChanged 13
		SP:Iteration 59Q (39140.550000 sec): 3 clusters
  Score: Raw -28069421.058601 + Penalty 14164.057939 = -28055257.000662
  nChanged 11
		SP:Iteration 60F (39141.350000 sec): 3 clusters
  Score: Raw -28069422.317438 + Penalty 14164.057939 = -28055258.259499
  nChanged 8
		SP:Iteration 61Q (39141.940000 sec): 3 clusters
  Score: Raw -28069423.141459 + Penalty 14164.057939 = -28055259.083520
  nChanged 5
		SP:Iteration 62Q (39142.520000 sec): 3 clusters
  Score: Raw -28069423.441962 + Penalty 14164.057939 = -28055259.384023
  nChanged 5
		SP:Iteration 63Q (39143.110000 sec): 3 clusters
  Score: Raw -28069423.920137 + Penalty 14164.057939 = -28055259.862198
  nChanged 6
		SP:Iteration 64Q (39143.690000 sec): 3 clusters
  Score: Raw -28069424.450732 + Penalty 14164.057939 = -28055260.392793
  nChanged 4
		SP:Iteration 65Q (39144.280000 sec): 3 clusters
  Score: Raw -28069424.738258 + Penalty 14164.057939 = -28055260.680319
  nChanged 5
		SP:Iteration 66Q (39144.860000 sec): 3 clusters
  Score: Raw -28069425.512494 + Penalty 14164.057939 = -28055261.454555
  nChanged 6
		SP:Iteration 67Q (39145.440000 sec): 3 clusters
  Score: Raw -28069426.313034 + Penalty 14164.057939 = -28055262.255095
  nChanged 5
		SP:Iteration 68Q (39146.020000 sec): 3 clusters
  Score: Raw -28069426.891297 + Penalty 14164.057939 = -28055262.833358
  nChanged 3
		SP:Iteration 69Q (39146.610000 sec): 3 clusters
  Score: Raw -28069427.222340 + Penalty 14164.057939 = -28055263.164401
  nChanged 4
		SP:Iteration 70Q (39147.190000 sec): 3 clusters
  Score: Raw -28069427.626129 + Penalty 14164.057939 = -28055263.568190
  nChanged 5
		SP:Iteration 71Q (39147.780000 sec): 3 clusters
  Score: Raw -28069428.161980 + Penalty 14164.057939 = -28055264.104041
  nChanged 5
		SP:Iteration 72Q (39148.360000 sec): 3 clusters
  Score: Raw -28069428.741241 + Penalty 14164.057939 = -28055264.683302
  nChanged 3
		SP:Iteration 73Q (39148.940000 sec): 3 clusters
  Score: Raw -28069429.123233 + Penalty 14164.057939 = -28055265.065294
  nChanged 4
		SP:Iteration 74Q (39149.530000 sec): 3 clusters
  Score: Raw -28069429.566946 + Penalty 14164.057939 = -28055265.509007
  nChanged 2
		SP:Iteration 75Q (39150.110000 sec): 3 clusters
  Score: Raw -28069429.859214 + Penalty 14164.057939 = -28055265.801275
  nChanged 2
		SP:Iteration 76Q (39150.700000 sec): 3 clusters
  Score: Raw -28069430.189997 + Penalty 14164.057939 = -28055266.132058
  nChanged 3
		SP:Iteration 77Q (39151.280000 sec): 3 clusters
  Score: Raw -28069430.433458 + Penalty 14164.057939 = -28055266.375519
  nChanged 2
		SP:Iteration 78Q (39151.860000 sec): 3 clusters
  Score: Raw -28069430.596934 + Penalty 14164.057939 = -28055266.538995
  nChanged 2
		SP:Iteration 79Q (39152.450000 sec): 3 clusters
  Score: Raw -28069430.789045 + Penalty 14164.057939 = -28055266.731106
  nChanged 2
		SP:Iteration 80F (39153.240000 sec): 3 clusters
  Score: Raw -28069431.059396 + Penalty 14164.057939 = -28055267.001457
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (17112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39153.420000 sec): 2 clusters
  Score: Raw -4535486.326185 + Penalty 5970.365341 = -4529515.960844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39153.560000 sec): 3 clusters
  Score: Raw -4526731.690821 + Penalty 11940.730682 = -4514790.960139
  nChanged 6879
		SP:Iteration 1F (39153.690000 sec): 3 clusters
  Score: Raw -4530606.585691 + Penalty 11940.730682 = -4518665.855008
  nChanged 1281
		SP:Iteration 2F (39153.820000 sec): 3 clusters
  Score: Raw -4531376.480089 + Penalty 11940.730682 = -4519435.749407
  nChanged 1025
		SP:Iteration 3F (39153.950000 sec): 3 clusters
  Score: Raw -4532042.035018 + Penalty 11940.730682 = -4520101.304336
  nChanged 953
		SP:Iteration 4F (39154.080000 sec): 3 clusters
  Score: Raw -4532823.584198 + Penalty 11940.730682 = -4520882.853516
  nChanged 1048
		SP:Iteration 5F (39154.210000 sec): 3 clusters
  Score: Raw -4533854.828810 + Penalty 11940.730682 = -4521914.098128
  nChanged 1105
		SP:Iteration 6F (39154.340000 sec): 3 clusters
  Score: Raw -4534778.992651 + Penalty 11940.730682 = -4522838.261969
  nChanged 1011
		SP:Iteration 7F (39154.470000 sec): 3 clusters
  Score: Raw -4535568.730065 + Penalty 11940.730682 = -4523627.999382
  nChanged 849
		SP:Iteration 8Q (39154.600000 sec): 3 clusters
  Score: Raw -4536181.363552 + Penalty 11940.730682 = -4524240.632870
  nChanged 731
		SP:Iteration 9Q (39154.730000 sec): 3 clusters
  Score: Raw -4536642.849333 + Penalty 11940.730682 = -4524702.118651
  nChanged 532
		SP:Iteration 10Q (39154.860000 sec): 3 clusters
  Score: Raw -4536928.175856 + Penalty 11940.730682 = -4524987.445173
  nChanged 397
		SP:Iteration 11Q (39154.990000 sec): 3 clusters
  Score: Raw -4537131.849971 + Penalty 11940.730682 = -4525191.119289
  nChanged 295
		SP:Iteration 12Q (39155.120000 sec): 3 clusters
  Score: Raw -4537264.602027 + Penalty 11940.730682 = -4525323.871345
  nChanged 228
		SP:Iteration 13Q (39155.250000 sec): 3 clusters
  Score: Raw -4537357.567939 + Penalty 11940.730682 = -4525416.837256
  nChanged 179
		SP:Iteration 14Q (39155.380000 sec): 3 clusters
  Score: Raw -4537432.157889 + Penalty 11940.730682 = -4525491.427207
  nChanged 153
		SP:Iteration 15Q (39155.510000 sec): 3 clusters
  Score: Raw -4537505.402780 + Penalty 11940.730682 = -4525564.672098
  nChanged 149
		SP:Iteration 16Q (39155.640000 sec): 3 clusters
  Score: Raw -4537566.584796 + Penalty 11940.730682 = -4525625.854114
  nChanged 115
		SP:Iteration 17Q (39155.770000 sec): 3 clusters
  Score: Raw -4537614.373938 + Penalty 11940.730682 = -4525673.643256
  nChanged 99
		SP:Iteration 18Q (39155.900000 sec): 3 clusters
  Score: Raw -4537651.387648 + Penalty 11940.730682 = -4525710.656966
  nChanged 71
		SP:Iteration 19Q (39156.030000 sec): 3 clusters
  Score: Raw -4537677.584155 + Penalty 11940.730682 = -4525736.853473
  nChanged 66
		SP:Iteration 20F (39156.160000 sec): 3 clusters
  Score: Raw -4537699.618575 + Penalty 11940.730682 = -4525758.887893
  nChanged 64
		SP:Iteration 21Q (39156.280000 sec): 3 clusters
  Score: Raw -4537717.976850 + Penalty 11940.730682 = -4525777.246168
  nChanged 56
		SP:Iteration 22Q (39156.410000 sec): 3 clusters
  Score: Raw -4537737.256648 + Penalty 11940.730682 = -4525796.525965
  nChanged 55
		SP:Iteration 23Q (39156.540000 sec): 3 clusters
  Score: Raw -4537755.761844 + Penalty 11940.730682 = -4525815.031161
  nChanged 50
		SP:Iteration 24Q (39156.670000 sec): 3 clusters
  Score: Raw -4537772.298436 + Penalty 11940.730682 = -4525831.567754
  nChanged 46
		SP:Iteration 25Q (39156.800000 sec): 3 clusters
  Score: Raw -4537785.935535 + Penalty 11940.730682 = -4525845.204853
  nChanged 41
		SP:Iteration 26Q (39156.920000 sec): 3 clusters
  Score: Raw -4537797.130868 + Penalty 11940.730682 = -4525856.400186
  nChanged 34
		SP:Iteration 27Q (39157.050000 sec): 3 clusters
  Score: Raw -4537809.025363 + Penalty 11940.730682 = -4525868.294681
  nChanged 34
		SP:Iteration 28Q (39157.180000 sec): 3 clusters
  Score: Raw -4537819.937591 + Penalty 11940.730682 = -4525879.206909
  nChanged 33
		SP:Iteration 29Q (39157.310000 sec): 3 clusters
  Score: Raw -4537830.883409 + Penalty 11940.730682 = -4525890.152726
  nChanged 35
		SP:Iteration 30Q (39157.440000 sec): 3 clusters
  Score: Raw -4537841.920296 + Penalty 11940.730682 = -4525901.189614
  nChanged 24
		SP:Iteration 31Q (39157.570000 sec): 3 clusters
  Score: Raw -4537850.405702 + Penalty 11940.730682 = -4525909.675019
  nChanged 22
		SP:Iteration 32Q (39157.700000 sec): 3 clusters
  Score: Raw -4537857.689592 + Penalty 11940.730682 = -4525916.958910
  nChanged 26
		SP:Iteration 33Q (39157.820000 sec): 3 clusters
  Score: Raw -4537865.081934 + Penalty 11940.730682 = -4525924.351252
  nChanged 21
		SP:Iteration 34Q (39157.950000 sec): 3 clusters
  Score: Raw -4537870.914192 + Penalty 11940.730682 = -4525930.183509
  nChanged 18
		SP:Iteration 35Q (39158.080000 sec): 3 clusters
  Score: Raw -4537876.410612 + Penalty 11940.730682 = -4525935.679930
  nChanged 22
		SP:Iteration 36Q (39158.210000 sec): 3 clusters
  Score: Raw -4537883.130888 + Penalty 11940.730682 = -4525942.400206
  nChanged 25
		SP:Iteration 37Q (39158.340000 sec): 3 clusters
  Score: Raw -4537891.549977 + Penalty 11940.730682 = -4525950.819294
  nChanged 33
		SP:Iteration 38Q (39158.460000 sec): 3 clusters
  Score: Raw -4537901.392647 + Penalty 11940.730682 = -4525960.661964
  nChanged 23
		SP:Iteration 39Q (39158.590000 sec): 3 clusters
  Score: Raw -4537907.852631 + Penalty 11940.730682 = -4525967.121949
  nChanged 21
		SP:Iteration 40F (39158.720000 sec): 3 clusters
  Score: Raw -4537914.009144 + Penalty 11940.730682 = -4525973.278462
  nChanged 17
		SP:Iteration 41Q (39158.850000 sec): 3 clusters
  Score: Raw -4537918.847848 + Penalty 11940.730682 = -4525978.117166
  nChanged 13
		SP:Iteration 42Q (39158.980000 sec): 3 clusters
  Score: Raw -4537922.194835 + Penalty 11940.730682 = -4525981.464153
  nChanged 11
		SP:Iteration 43Q (39159.100000 sec): 3 clusters
  Score: Raw -4537925.403656 + Penalty 11940.730682 = -4525984.672974
  nChanged 12
		SP:Iteration 44Q (39159.230000 sec): 3 clusters
  Score: Raw -4537928.413585 + Penalty 11940.730682 = -4525987.682903
  nChanged 5
		SP:Iteration 45Q (39159.360000 sec): 3 clusters
  Score: Raw -4537929.448990 + Penalty 11940.730682 = -4525988.718308
  nChanged 3
		SP:Iteration 46Q (39159.480000 sec): 3 clusters
  Score: Raw -4537930.030254 + Penalty 11940.730682 = -4525989.299572
  nChanged 4
		SP:Iteration 47Q (39159.610000 sec): 3 clusters
  Score: Raw -4537931.164045 + Penalty 11940.730682 = -4525990.433363
  nChanged 4
		SP:Iteration 48Q (39159.740000 sec): 3 clusters
  Score: Raw -4537931.940788 + Penalty 11940.730682 = -4525991.210106
  nChanged 1
		SP:Iteration 49Q (39159.870000 sec): 3 clusters
  Score: Raw -4537932.074267 + Penalty 11940.730682 = -4525991.343585
  nChanged 0
		SP:Iteration 50F (39160.000000 sec): 3 clusters
  Score: Raw -4537932.074267 + Penalty 11940.730682 = -4525991.343585
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39160.220000 sec): 2 clusters
  Score: Raw -8601190.628789 + Penalty 6359.857926 = -8594830.770862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39160.460000 sec): 3 clusters
  Score: Raw -8583268.592508 + Penalty 12719.715853 = -8570548.876655
  nChanged 13771
		SP:Iteration 1F (39160.710000 sec): 3 clusters
  Score: Raw -8590705.131575 + Penalty 12719.715853 = -8577985.415722
  nChanged 2016
		SP:Iteration 2F (39160.960000 sec): 3 clusters
  Score: Raw -8591716.973459 + Penalty 12719.715853 = -8578997.257606
  nChanged 1842
		SP:Iteration 3F (39161.200000 sec): 3 clusters
  Score: Raw -8592845.652224 + Penalty 12719.715853 = -8580125.936371
  nChanged 2002
		SP:Iteration 4F (39161.450000 sec): 3 clusters
  Score: Raw -8594377.735268 + Penalty 12719.715853 = -8581658.019415
  nChanged 2240
		SP:Iteration 5F (39161.690000 sec): 3 clusters
  Score: Raw -8596263.967234 + Penalty 12719.715853 = -8583544.251381
  nChanged 2318
		SP:Iteration 6F (39161.940000 sec): 3 clusters
  Score: Raw -8598218.065912 + Penalty 12719.715853 = -8585498.350059
  nChanged 2086
		SP:Iteration 7F (39162.180000 sec): 3 clusters
  Score: Raw -8599811.818747 + Penalty 12719.715853 = -8587092.102894
  nChanged 1661
		SP:Iteration 8F (39162.430000 sec): 3 clusters
  Score: Raw -8600872.007918 + Penalty 12719.715853 = -8588152.292065
  nChanged 1290
		SP:Iteration 9Q (39162.680000 sec): 3 clusters
  Score: Raw -8601528.270902 + Penalty 12719.715853 = -8588808.555049
  nChanged 910
		SP:Iteration 10Q (39162.920000 sec): 3 clusters
  Score: Raw -8601911.676153 + Penalty 12719.715853 = -8589191.960300
  nChanged 637
		SP:Iteration 11Q (39163.170000 sec): 3 clusters
  Score: Raw -8602129.012167 + Penalty 12719.715853 = -8589409.296314
  nChanged 446
		SP:Iteration 12Q (39163.410000 sec): 3 clusters
  Score: Raw -8602265.382417 + Penalty 12719.715853 = -8589545.666564
  nChanged 310
		SP:Iteration 13Q (39163.660000 sec): 3 clusters
  Score: Raw -8602354.167305 + Penalty 12719.715853 = -8589634.451452
  nChanged 255
		SP:Iteration 14Q (39163.910000 sec): 3 clusters
  Score: Raw -8602419.004080 + Penalty 12719.715853 = -8589699.288227
  nChanged 176
		SP:Iteration 15Q (39164.150000 sec): 3 clusters
  Score: Raw -8602455.461659 + Penalty 12719.715853 = -8589735.745806
  nChanged 116
		SP:Iteration 16Q (39164.400000 sec): 3 clusters
  Score: Raw -8602478.645476 + Penalty 12719.715853 = -8589758.929623
  nChanged 95
		SP:Iteration 17Q (39164.650000 sec): 3 clusters
  Score: Raw -8602497.355929 + Penalty 12719.715853 = -8589777.640077
  nChanged 88
		SP:Iteration 18Q (39164.890000 sec): 3 clusters
  Score: Raw -8602514.889746 + Penalty 12719.715853 = -8589795.173893
  nChanged 69
		SP:Iteration 19Q (39165.140000 sec): 3 clusters
  Score: Raw -8602528.969830 + Penalty 12719.715853 = -8589809.253977
  nChanged 62
		SP:Iteration 20F (39165.380000 sec): 3 clusters
  Score: Raw -8602540.178149 + Penalty 12719.715853 = -8589820.462297
  nChanged 50
		SP:Iteration 21Q (39165.630000 sec): 3 clusters
  Score: Raw -8602547.842699 + Penalty 12719.715853 = -8589828.126846
  nChanged 41
		SP:Iteration 22Q (39165.870000 sec): 3 clusters
  Score: Raw -8602554.671513 + Penalty 12719.715853 = -8589834.955660
  nChanged 45
		SP:Iteration 23Q (39166.120000 sec): 3 clusters
  Score: Raw -8602562.640201 + Penalty 12719.715853 = -8589842.924348
  nChanged 56
		SP:Iteration 24Q (39166.370000 sec): 3 clusters
  Score: Raw -8602573.120042 + Penalty 12719.715853 = -8589853.404189
  nChanged 67
		SP:Iteration 25Q (39166.630000 sec): 3 clusters
  Score: Raw -8602585.705422 + Penalty 12719.715853 = -8589865.989569
  nChanged 59
		SP:Iteration 26Q (39166.870000 sec): 3 clusters
  Score: Raw -8602596.162872 + Penalty 12719.715853 = -8589876.447019
  nChanged 51
		SP:Iteration 27Q (39167.120000 sec): 3 clusters
  Score: Raw -8602604.143508 + Penalty 12719.715853 = -8589884.427655
  nChanged 30
		SP:Iteration 28Q (39167.360000 sec): 3 clusters
  Score: Raw -8602609.111738 + Penalty 12719.715853 = -8589889.395885
  nChanged 22
		SP:Iteration 29Q (39167.600000 sec): 3 clusters
  Score: Raw -8602612.477660 + Penalty 12719.715853 = -8589892.761807
  nChanged 20
		SP:Iteration 30Q (39167.850000 sec): 3 clusters
  Score: Raw -8602615.449174 + Penalty 12719.715853 = -8589895.733321
  nChanged 23
		SP:Iteration 31Q (39168.090000 sec): 3 clusters
  Score: Raw -8602619.397797 + Penalty 12719.715853 = -8589899.681944
  nChanged 26
		SP:Iteration 32Q (39168.330000 sec): 3 clusters
  Score: Raw -8602623.512501 + Penalty 12719.715853 = -8589903.796648
  nChanged 30
		SP:Iteration 33Q (39168.570000 sec): 3 clusters
  Score: Raw -8602627.765943 + Penalty 12719.715853 = -8589908.050090
  nChanged 30
		SP:Iteration 34Q (39168.820000 sec): 3 clusters
  Score: Raw -8602632.972636 + Penalty 12719.715853 = -8589913.256783
  nChanged 34
		SP:Iteration 35Q (39169.060000 sec): 3 clusters
  Score: Raw -8602638.783371 + Penalty 12719.715853 = -8589919.067518
  nChanged 43
		SP:Iteration 36Q (39169.300000 sec): 3 clusters
  Score: Raw -8602645.246223 + Penalty 12719.715853 = -8589925.530370
  nChanged 34
		SP:Iteration 37Q (39169.550000 sec): 3 clusters
  Score: Raw -8602650.531386 + Penalty 12719.715853 = -8589930.815533
  nChanged 26
		SP:Iteration 38Q (39169.790000 sec): 3 clusters
  Score: Raw -8602654.686072 + Penalty 12719.715853 = -8589934.970219
  nChanged 29
		SP:Iteration 39Q (39170.030000 sec): 3 clusters
  Score: Raw -8602659.258442 + Penalty 12719.715853 = -8589939.542589
  nChanged 25
		SP:Iteration 40F (39170.270000 sec): 3 clusters
  Score: Raw -8602662.966965 + Penalty 12719.715853 = -8589943.251112
  nChanged 18
		SP:Iteration 41Q (39170.520000 sec): 3 clusters
  Score: Raw -8602665.547745 + Penalty 12719.715853 = -8589945.831892
  nChanged 20
		SP:Iteration 42Q (39170.760000 sec): 3 clusters
  Score: Raw -8602668.938357 + Penalty 12719.715853 = -8589949.222504
  nChanged 21
		SP:Iteration 43Q (39171.000000 sec): 3 clusters
  Score: Raw -8602672.210229 + Penalty 12719.715853 = -8589952.494376
  nChanged 27
		SP:Iteration 44Q (39171.250000 sec): 3 clusters
  Score: Raw -8602677.027787 + Penalty 12719.715853 = -8589957.311934
  nChanged 32
		SP:Iteration 45Q (39171.490000 sec): 3 clusters
  Score: Raw -8602683.438053 + Penalty 12719.715853 = -8589963.722200
  nChanged 32
		SP:Iteration 46Q (39171.730000 sec): 3 clusters
  Score: Raw -8602688.130595 + Penalty 12719.715853 = -8589968.414742
  nChanged 23
		SP:Iteration 47Q (39171.970000 sec): 3 clusters
  Score: Raw -8602691.920611 + Penalty 12719.715853 = -8589972.204758
  nChanged 29
		SP:Iteration 48Q (39172.220000 sec): 3 clusters
  Score: Raw -8602697.518139 + Penalty 12719.715853 = -8589977.802286
  nChanged 36
		SP:Iteration 49Q (39172.460000 sec): 3 clusters
  Score: Raw -8602703.710558 + Penalty 12719.715853 = -8589983.994705
  nChanged 38
		SP:Iteration 50Q (39172.700000 sec): 3 clusters
  Score: Raw -8602710.558849 + Penalty 12719.715853 = -8589990.842996
  nChanged 33
		SP:Iteration 51Q (39172.950000 sec): 3 clusters
  Score: Raw -8602716.754533 + Penalty 12719.715853 = -8589997.038680
  nChanged 36
		SP:Iteration 52Q (39173.190000 sec): 3 clusters
  Score: Raw -8602723.009935 + Penalty 12719.715853 = -8590003.294082
  nChanged 31
		SP:Iteration 53Q (39173.430000 sec): 3 clusters
  Score: Raw -8602728.967634 + Penalty 12719.715853 = -8590009.251781
  nChanged 35
		SP:Iteration 54Q (39173.670000 sec): 3 clusters
  Score: Raw -8602735.203611 + Penalty 12719.715853 = -8590015.487758
  nChanged 33
		SP:Iteration 55Q (39173.910000 sec): 3 clusters
  Score: Raw -8602741.730597 + Penalty 12719.715853 = -8590022.014744
  nChanged 28
		SP:Iteration 56Q (39174.160000 sec): 3 clusters
  Score: Raw -8602747.270538 + Penalty 12719.715853 = -8590027.554685
  nChanged 28
		SP:Iteration 57Q (39174.400000 sec): 3 clusters
  Score: Raw -8602753.027417 + Penalty 12719.715853 = -8590033.311564
  nChanged 34
		SP:Iteration 58Q (39174.640000 sec): 3 clusters
  Score: Raw -8602759.260433 + Penalty 12719.715853 = -8590039.544580
  nChanged 30
		SP:Iteration 59Q (39174.880000 sec): 3 clusters
  Score: Raw -8602764.403526 + Penalty 12719.715853 = -8590044.687674
  nChanged 30
		SP:Iteration 60F (39175.130000 sec): 3 clusters
  Score: Raw -8602770.689220 + Penalty 12719.715853 = -8590050.973367
  nChanged 35
		SP:Iteration 61Q (39175.370000 sec): 3 clusters
  Score: Raw -8602777.217734 + Penalty 12719.715853 = -8590057.501881
  nChanged 34
		SP:Iteration 62Q (39175.610000 sec): 3 clusters
  Score: Raw -8602782.726477 + Penalty 12719.715853 = -8590063.010624
  nChanged 26
		SP:Iteration 63Q (39175.850000 sec): 3 clusters
  Score: Raw -8602787.557198 + Penalty 12719.715853 = -8590067.841345
  nChanged 17
		SP:Iteration 64Q (39176.090000 sec): 3 clusters
  Score: Raw -8602790.627232 + Penalty 12719.715853 = -8590070.911379
  nChanged 14
		SP:Iteration 65Q (39176.330000 sec): 3 clusters
  Score: Raw -8602793.133766 + Penalty 12719.715853 = -8590073.417913
  nChanged 17
		SP:Iteration 66Q (39176.580000 sec): 3 clusters
  Score: Raw -8602795.960420 + Penalty 12719.715853 = -8590076.244567
  nChanged 12
		SP:Iteration 67Q (39176.820000 sec): 3 clusters
  Score: Raw -8602798.191516 + Penalty 12719.715853 = -8590078.475663
  nChanged 11
		SP:Iteration 68Q (39177.060000 sec): 3 clusters
  Score: Raw -8602799.965523 + Penalty 12719.715853 = -8590080.249670
  nChanged 7
		SP:Iteration 69Q (39177.300000 sec): 3 clusters
  Score: Raw -8602801.046201 + Penalty 12719.715853 = -8590081.330348
  nChanged 7
		SP:Iteration 70Q (39177.540000 sec): 3 clusters
  Score: Raw -8602802.231715 + Penalty 12719.715853 = -8590082.515862
  nChanged 4
		SP:Iteration 71Q (39177.790000 sec): 3 clusters
  Score: Raw -8602802.901474 + Penalty 12719.715853 = -8590083.185621
  nChanged 4
		SP:Iteration 72Q (39178.030000 sec): 3 clusters
  Score: Raw -8602803.475204 + Penalty 12719.715853 = -8590083.759351
  nChanged 1
		SP:Iteration 73Q (39178.270000 sec): 3 clusters
  Score: Raw -8602803.637823 + Penalty 12719.715853 = -8590083.921970
  nChanged 1
		SP:Iteration 74Q (39178.510000 sec): 3 clusters
  Score: Raw -8602803.866356 + Penalty 12719.715853 = -8590084.150503
  nChanged 0
		SP:Iteration 75F (39178.750000 sec): 3 clusters
  Score: Raw -8602803.866356 + Penalty 12719.715853 = -8590084.150503
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (8899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39178.830000 sec): 2 clusters
  Score: Raw -2317216.552422 + Penalty 5569.887691 = -2311646.664730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39178.890000 sec): 3 clusters
  Score: Raw -2313302.970975 + Penalty 11139.775383 = -2302163.195593
  nChanged 3187
		SP:Iteration 1F (39178.960000 sec): 3 clusters
  Score: Raw -2315184.319467 + Penalty 11139.775383 = -2304044.544085
  nChanged 690
		SP:Iteration 2F (39179.030000 sec): 3 clusters
  Score: Raw -2315671.261184 + Penalty 11139.775383 = -2304531.485802
  nChanged 475
		SP:Iteration 3F (39179.090000 sec): 3 clusters
  Score: Raw -2316016.083192 + Penalty 11139.775383 = -2304876.307810
  nChanged 382
		SP:Iteration 4Q (39179.160000 sec): 3 clusters
  Score: Raw -2316298.024041 + Penalty 11139.775383 = -2305158.248659
  nChanged 333
		SP:Iteration 5Q (39179.230000 sec): 3 clusters
  Score: Raw -2316554.387059 + Penalty 11139.775383 = -2305414.611677
  nChanged 280
		SP:Iteration 6Q (39179.290000 sec): 3 clusters
  Score: Raw -2316794.208161 + Penalty 11139.775383 = -2305654.432778
  nChanged 319
		SP:Iteration 7Q (39179.360000 sec): 3 clusters
  Score: Raw -2317049.462149 + Penalty 11139.775383 = -2305909.686767
  nChanged 298
		SP:Iteration 8Q (39179.420000 sec): 3 clusters
  Score: Raw -2317302.837285 + Penalty 11139.775383 = -2306163.061902
  nChanged 326
		SP:Iteration 9Q (39179.490000 sec): 3 clusters
  Score: Raw -2317614.430149 + Penalty 11139.775383 = -2306474.654767
  nChanged 360
		SP:Iteration 10Q (39179.550000 sec): 3 clusters
  Score: Raw -2318035.254669 + Penalty 11139.775383 = -2306895.479286
  nChanged 405
		SP:Iteration 11Q (39179.620000 sec): 3 clusters
  Score: Raw -2318677.856813 + Penalty 11139.775383 = -2307538.081430
  nChanged 478
		SP:Iteration 12F (39179.690000 sec): 3 clusters
  Score: Raw -2319668.766405 + Penalty 11139.775383 = -2308528.991022
  nChanged 447
		SP:Iteration 13F (39179.750000 sec): 3 clusters
  Score: Raw -2320549.395181 + Penalty 11139.775383 = -2309409.619798
  nChanged 362
		SP:Iteration 14Q (39179.810000 sec): 3 clusters
  Score: Raw -2321124.081407 + Penalty 11139.775383 = -2309984.306024
  nChanged 201
		SP:Iteration 15Q (39179.870000 sec): 3 clusters
  Score: Raw -2321467.136872 + Penalty 11139.775383 = -2310327.361490
  nChanged 123
		SP:Iteration 16Q (39179.920000 sec): 3 clusters
  Score: Raw -2321708.634604 + Penalty 11139.775383 = -2310568.859221
  nChanged 81
		SP:Iteration 17Q (39179.970000 sec): 3 clusters
  Score: Raw -2321878.938503 + Penalty 11139.775383 = -2310739.163120
  nChanged 78
		SP:Iteration 18Q (39180.020000 sec): 3 clusters
  Score: Raw -2322075.169180 + Penalty 11139.775383 = -2310935.393797
  nChanged 56
		SP:Iteration 19Q (39180.060000 sec): 3 clusters
  Score: Raw -2322180.833810 + Penalty 11139.775383 = -2311041.058427
  nChanged 35
		SP:Iteration 20F (39180.130000 sec): 3 clusters
  Score: Raw -2322214.606572 + Penalty 11139.775383 = -2311074.831189
  nChanged 28
		SP:Iteration 21Q (39180.170000 sec): 3 clusters
  Score: Raw -2322237.753788 + Penalty 11139.775383 = -2311097.978406
  nChanged 21
		SP:Iteration 22Q (39180.220000 sec): 3 clusters
  Score: Raw -2322252.947509 + Penalty 11139.775383 = -2311113.172127
  nChanged 16
		SP:Iteration 23Q (39180.270000 sec): 3 clusters
  Score: Raw -2322262.758099 + Penalty 11139.775383 = -2311122.982716
  nChanged 7
		SP:Iteration 24Q (39180.310000 sec): 3 clusters
  Score: Raw -2322267.346343 + Penalty 11139.775383 = -2311127.570961
  nChanged 4
		SP:Iteration 25Q (39180.360000 sec): 3 clusters
  Score: Raw -2322269.193330 + Penalty 11139.775383 = -2311129.417948
  nChanged 1
		SP:Iteration 26Q (39180.410000 sec): 3 clusters
  Score: Raw -2322269.944618 + Penalty 11139.775383 = -2311130.169235
  nChanged 1
		SP:Iteration 27Q (39180.450000 sec): 3 clusters
  Score: Raw -2322270.448548 + Penalty 11139.775383 = -2311130.673165
  nChanged 0
		SP:Iteration 28F (39180.520000 sec): 3 clusters
  Score: Raw -2322270.448548 + Penalty 11139.775383 = -2311130.673165
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (11602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39180.600000 sec): 2 clusters
  Score: Raw -2936621.336628 + Penalty 5732.346325 = -2930888.990302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39180.690000 sec): 3 clusters
  Score: Raw -2931145.309712 + Penalty 11464.692651 = -2919680.617062
  nChanged 4412
		SP:Iteration 1F (39180.770000 sec): 3 clusters
  Score: Raw -2933731.416516 + Penalty 11464.692651 = -2922266.723865
  nChanged 917
		SP:Iteration 2F (39180.860000 sec): 3 clusters
  Score: Raw -2934402.112784 + Penalty 11464.692651 = -2922937.420133
  nChanged 684
		SP:Iteration 3F (39180.950000 sec): 3 clusters
  Score: Raw -2934945.256279 + Penalty 11464.692651 = -2923480.563628
  nChanged 613
		SP:Iteration 4F (39181.030000 sec): 3 clusters
  Score: Raw -2935439.796111 + Penalty 11464.692651 = -2923975.103461
  nChanged 533
		SP:Iteration 5Q (39181.120000 sec): 3 clusters
  Score: Raw -2935842.515385 + Penalty 11464.692651 = -2924377.822735
  nChanged 469
		SP:Iteration 6Q (39181.210000 sec): 3 clusters
  Score: Raw -2936178.025934 + Penalty 11464.692651 = -2924713.333283
  nChanged 400
		SP:Iteration 7Q (39181.290000 sec): 3 clusters
  Score: Raw -2936434.409327 + Penalty 11464.692651 = -2924969.716677
  nChanged 376
		SP:Iteration 8Q (39181.380000 sec): 3 clusters
  Score: Raw -2936648.418803 + Penalty 11464.692651 = -2925183.726153
  nChanged 303
		SP:Iteration 9Q (39181.460000 sec): 3 clusters
  Score: Raw -2936815.301782 + Penalty 11464.692651 = -2925350.609132
  nChanged 268
		SP:Iteration 10Q (39181.550000 sec): 3 clusters
  Score: Raw -2936968.574007 + Penalty 11464.692651 = -2925503.881356
  nChanged 260
		SP:Iteration 11Q (39181.630000 sec): 3 clusters
  Score: Raw -2937133.652672 + Penalty 11464.692651 = -2925668.960021
  nChanged 294
		SP:Iteration 12Q (39181.720000 sec): 3 clusters
  Score: Raw -2937328.865730 + Penalty 11464.692651 = -2925864.173080
  nChanged 317
		SP:Iteration 13Q (39181.810000 sec): 3 clusters
  Score: Raw -2937543.892703 + Penalty 11464.692651 = -2926079.200052
  nChanged 311
		SP:Iteration 14Q (39181.890000 sec): 3 clusters
  Score: Raw -2937810.043122 + Penalty 11464.692651 = -2926345.350472
  nChanged 345
		SP:Iteration 15Q (39181.980000 sec): 3 clusters
  Score: Raw -2938145.921860 + Penalty 11464.692651 = -2926681.229209
  nChanged 330
		SP:Iteration 16Q (39182.060000 sec): 3 clusters
  Score: Raw -2938449.737143 + Penalty 11464.692651 = -2926985.044492
  nChanged 337
		SP:Iteration 17Q (39182.140000 sec): 3 clusters
  Score: Raw -2938700.160937 + Penalty 11464.692651 = -2927235.468286
  nChanged 299
		SP:Iteration 18Q (39182.230000 sec): 3 clusters
  Score: Raw -2938894.948338 + Penalty 11464.692651 = -2927430.255687
  nChanged 249
		SP:Iteration 19Q (39182.310000 sec): 3 clusters
  Score: Raw -2939050.142771 + Penalty 11464.692651 = -2927585.450120
  nChanged 201
		SP:Iteration 20F (39182.400000 sec): 3 clusters
  Score: Raw -2939168.954008 + Penalty 11464.692651 = -2927704.261357
  nChanged 185
		SP:Iteration 21Q (39182.490000 sec): 3 clusters
  Score: Raw -2939283.415621 + Penalty 11464.692651 = -2927818.722970
  nChanged 164
		SP:Iteration 22Q (39182.570000 sec): 3 clusters
  Score: Raw -2939371.972943 + Penalty 11464.692651 = -2927907.280292
  nChanged 130
		SP:Iteration 23Q (39182.650000 sec): 3 clusters
  Score: Raw -2939455.486593 + Penalty 11464.692651 = -2927990.793942
  nChanged 125
		SP:Iteration 24Q (39182.730000 sec): 3 clusters
  Score: Raw -2939543.982378 + Penalty 11464.692651 = -2928079.289728
  nChanged 138
		SP:Iteration 25Q (39182.820000 sec): 3 clusters
  Score: Raw -2939688.475117 + Penalty 11464.692651 = -2928223.782467
  nChanged 154
		SP:Iteration 26Q (39182.900000 sec): 3 clusters
  Score: Raw -2939875.406867 + Penalty 11464.692651 = -2928410.714217
  nChanged 124
		SP:Iteration 27Q (39182.980000 sec): 3 clusters
  Score: Raw -2940012.434030 + Penalty 11464.692651 = -2928547.741380
  nChanged 107
		SP:Iteration 28Q (39183.060000 sec): 3 clusters
  Score: Raw -2940086.166237 + Penalty 11464.692651 = -2928621.473586
  nChanged 77
		SP:Iteration 29Q (39183.140000 sec): 3 clusters
  Score: Raw -2940126.036350 + Penalty 11464.692651 = -2928661.343700
  nChanged 56
		SP:Iteration 30Q (39183.220000 sec): 3 clusters
  Score: Raw -2940153.114619 + Penalty 11464.692651 = -2928688.421968
  nChanged 30
		SP:Iteration 31Q (39183.300000 sec): 3 clusters
  Score: Raw -2940165.718282 + Penalty 11464.692651 = -2928701.025631
  nChanged 24
		SP:Iteration 32Q (39183.380000 sec): 3 clusters
  Score: Raw -2940175.343688 + Penalty 11464.692651 = -2928710.651038
  nChanged 16
		SP:Iteration 33Q (39183.460000 sec): 3 clusters
  Score: Raw -2940181.790906 + Penalty 11464.692651 = -2928717.098256
  nChanged 13
		SP:Iteration 34Q (39183.540000 sec): 3 clusters
  Score: Raw -2940186.393116 + Penalty 11464.692651 = -2928721.700466
  nChanged 10
		SP:Iteration 35Q (39183.620000 sec): 3 clusters
  Score: Raw -2940190.376859 + Penalty 11464.692651 = -2928725.684208
  nChanged 6
		SP:Iteration 36Q (39183.700000 sec): 3 clusters
  Score: Raw -2940193.458227 + Penalty 11464.692651 = -2928728.765577
  nChanged 10
		SP:Iteration 37Q (39183.780000 sec): 3 clusters
  Score: Raw -2940197.038747 + Penalty 11464.692651 = -2928732.346097
  nChanged 7
		SP:Iteration 38Q (39183.870000 sec): 3 clusters
  Score: Raw -2940199.339182 + Penalty 11464.692651 = -2928734.646532
  nChanged 6
		SP:Iteration 39Q (39183.950000 sec): 3 clusters
  Score: Raw -2940200.734433 + Penalty 11464.692651 = -2928736.041783
  nChanged 1
		SP:Iteration 40F (39184.030000 sec): 3 clusters
  Score: Raw -2940201.404498 + Penalty 11464.692651 = -2928736.711848
  nChanged 2
		SP:Iteration 41Q (39184.110000 sec): 3 clusters
  Score: Raw -2940202.026410 + Penalty 11464.692651 = -2928737.333759
  nChanged 2
		SP:Iteration 42Q (39184.190000 sec): 3 clusters
  Score: Raw -2940202.708112 + Penalty 11464.692651 = -2928738.015462
  nChanged 2
		SP:Iteration 43Q (39184.270000 sec): 3 clusters
  Score: Raw -2940203.449638 + Penalty 11464.692651 = -2928738.756987
  nChanged 0
		SP:Iteration 44F (39184.360000 sec): 3 clusters
  Score: Raw -2940203.449638 + Penalty 11464.692651 = -2928738.756987
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (18034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39184.480000 sec): 2 clusters
  Score: Raw -4751463.877861 + Penalty 6002.508663 = -4745461.369198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39184.610000 sec): 3 clusters
  Score: Raw -4742115.423772 + Penalty 12005.017326 = -4730110.406446
  nChanged 7276
		SP:Iteration 1F (39184.750000 sec): 3 clusters
  Score: Raw -4746195.161751 + Penalty 12005.017326 = -4734190.144424
  nChanged 1352
		SP:Iteration 2F (39184.890000 sec): 3 clusters
  Score: Raw -4747129.851349 + Penalty 12005.017326 = -4735124.834022
  nChanged 1140
		SP:Iteration 3F (39185.020000 sec): 3 clusters
  Score: Raw -4748278.053041 + Penalty 12005.017326 = -4736273.035715
  nChanged 1227
		SP:Iteration 4F (39185.160000 sec): 3 clusters
  Score: Raw -4749725.059426 + Penalty 12005.017326 = -4737720.042099
  nChanged 1354
		SP:Iteration 5F (39185.290000 sec): 3 clusters
  Score: Raw -4751255.427653 + Penalty 12005.017326 = -4739250.410327
  nChanged 1385
		SP:Iteration 6F (39185.430000 sec): 3 clusters
  Score: Raw -4752653.961851 + Penalty 12005.017326 = -4740648.944524
  nChanged 1170
		SP:Iteration 7F (39185.560000 sec): 3 clusters
  Score: Raw -4753651.521203 + Penalty 12005.017326 = -4741646.503877
  nChanged 893
		SP:Iteration 8Q (39185.690000 sec): 3 clusters
  Score: Raw -4754358.032298 + Penalty 12005.017326 = -4742353.014972
  nChanged 657
		SP:Iteration 9Q (39185.830000 sec): 3 clusters
  Score: Raw -4754826.134609 + Penalty 12005.017326 = -4742821.117282
  nChanged 451
		SP:Iteration 10Q (39185.950000 sec): 3 clusters
  Score: Raw -4755096.452022 + Penalty 12005.017326 = -4743091.434695
  nChanged 302
		SP:Iteration 11Q (39186.080000 sec): 3 clusters
  Score: Raw -4755260.878910 + Penalty 12005.017326 = -4743255.861584
  nChanged 199
		SP:Iteration 12Q (39186.210000 sec): 3 clusters
  Score: Raw -4755358.526123 + Penalty 12005.017326 = -4743353.508796
  nChanged 156
		SP:Iteration 13Q (39186.330000 sec): 3 clusters
  Score: Raw -4755429.282783 + Penalty 12005.017326 = -4743424.265456
  nChanged 137
		SP:Iteration 14Q (39186.460000 sec): 3 clusters
  Score: Raw -4755491.172686 + Penalty 12005.017326 = -4743486.155359
  nChanged 109
		SP:Iteration 15Q (39186.580000 sec): 3 clusters
  Score: Raw -4755532.725118 + Penalty 12005.017326 = -4743527.707791
  nChanged 75
		SP:Iteration 16Q (39186.710000 sec): 3 clusters
  Score: Raw -4755556.005831 + Penalty 12005.017326 = -4743550.988505
  nChanged 60
		SP:Iteration 17Q (39186.830000 sec): 3 clusters
  Score: Raw -4755574.425541 + Penalty 12005.017326 = -4743569.408214
  nChanged 49
		SP:Iteration 18Q (39186.950000 sec): 3 clusters
  Score: Raw -4755589.462181 + Penalty 12005.017326 = -4743584.444855
  nChanged 41
		SP:Iteration 19Q (39187.070000 sec): 3 clusters
  Score: Raw -4755601.848479 + Penalty 12005.017326 = -4743596.831153
  nChanged 37
		SP:Iteration 20F (39187.210000 sec): 3 clusters
  Score: Raw -4755611.725043 + Penalty 12005.017326 = -4743606.707716
  nChanged 27
		SP:Iteration 21Q (39187.330000 sec): 3 clusters
  Score: Raw -4755618.735071 + Penalty 12005.017326 = -4743613.717744
  nChanged 26
		SP:Iteration 22Q (39187.450000 sec): 3 clusters
  Score: Raw -4755625.304205 + Penalty 12005.017326 = -4743620.286879
  nChanged 22
		SP:Iteration 23Q (39187.570000 sec): 3 clusters
  Score: Raw -4755630.654788 + Penalty 12005.017326 = -4743625.637461
  nChanged 23
		SP:Iteration 24Q (39187.690000 sec): 3 clusters
  Score: Raw -4755635.890970 + Penalty 12005.017326 = -4743630.873643
  nChanged 18
		SP:Iteration 25Q (39187.820000 sec): 3 clusters
  Score: Raw -4755640.065342 + Penalty 12005.017326 = -4743635.048015
  nChanged 14
		SP:Iteration 26Q (39187.940000 sec): 3 clusters
  Score: Raw -4755642.755634 + Penalty 12005.017326 = -4743637.738307
  nChanged 15
		SP:Iteration 27Q (39188.060000 sec): 3 clusters
  Score: Raw -4755645.481561 + Penalty 12005.017326 = -4743640.464235
  nChanged 7
		SP:Iteration 28Q (39188.180000 sec): 3 clusters
  Score: Raw -4755646.604307 + Penalty 12005.017326 = -4743641.586980
  nChanged 4
		SP:Iteration 29Q (39188.300000 sec): 3 clusters
  Score: Raw -4755647.140475 + Penalty 12005.017326 = -4743642.123149
  nChanged 1
		SP:Iteration 30Q (39188.420000 sec): 3 clusters
  Score: Raw -4755647.417276 + Penalty 12005.017326 = -4743642.399949
  nChanged 1
		SP:Iteration 31Q (39188.540000 sec): 3 clusters
  Score: Raw -4755647.602293 + Penalty 12005.017326 = -4743642.584967
  nChanged 2
		SP:Iteration 32Q (39188.660000 sec): 3 clusters
  Score: Raw -4755647.932941 + Penalty 12005.017326 = -4743642.915614
  nChanged 1
		SP:Iteration 33Q (39188.790000 sec): 3 clusters
  Score: Raw -4755647.997177 + Penalty 12005.017326 = -4743642.979850
  nChanged 0
		SP:Iteration 34F (39188.920000 sec): 3 clusters
  Score: Raw -4755647.997177 + Penalty 12005.017326 = -4743642.979850
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39189.070000 sec): 2 clusters
  Score: Raw -6160052.773810 + Penalty 6152.235514 = -6153900.538295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39189.240000 sec): 3 clusters
  Score: Raw -6147922.919935 + Penalty 12304.471029 = -6135618.448907
  nChanged 9405
		SP:Iteration 1F (39189.420000 sec): 3 clusters
  Score: Raw -6152765.550109 + Penalty 12304.471029 = -6140461.079080
  nChanged 1382
		SP:Iteration 2F (39189.590000 sec): 3 clusters
  Score: Raw -6153349.448210 + Penalty 12304.471029 = -6141044.977182
  nChanged 1030
		SP:Iteration 3Q (39189.770000 sec): 3 clusters
  Score: Raw -6153733.931283 + Penalty 12304.471029 = -6141429.460255
  nChanged 821
		SP:Iteration 4Q (39189.950000 sec): 3 clusters
  Score: Raw -6154031.248802 + Penalty 12304.471029 = -6141726.777774
  nChanged 648
		SP:Iteration 5Q (39190.120000 sec): 3 clusters
  Score: Raw -6154244.190650 + Penalty 12304.471029 = -6141939.719621
  nChanged 543
		SP:Iteration 6Q (39190.290000 sec): 3 clusters
  Score: Raw -6154417.279153 + Penalty 12304.471029 = -6142112.808124
  nChanged 473
		SP:Iteration 7Q (39190.470000 sec): 3 clusters
  Score: Raw -6154563.309447 + Penalty 12304.471029 = -6142258.838418
  nChanged 444
		SP:Iteration 8Q (39190.650000 sec): 3 clusters
  Score: Raw -6154695.162812 + Penalty 12304.471029 = -6142390.691784
  nChanged 404
		SP:Iteration 9Q (39190.820000 sec): 3 clusters
  Score: Raw -6154814.025129 + Penalty 12304.471029 = -6142509.554100
  nChanged 367
		SP:Iteration 10Q (39191.000000 sec): 3 clusters
  Score: Raw -6154919.485662 + Penalty 12304.471029 = -6142615.014633
  nChanged 368
		SP:Iteration 11Q (39191.170000 sec): 3 clusters
  Score: Raw -6155031.141648 + Penalty 12304.471029 = -6142726.670619
  nChanged 399
		SP:Iteration 12Q (39191.350000 sec): 3 clusters
  Score: Raw -6155156.050238 + Penalty 12304.471029 = -6142851.579210
  nChanged 448
		SP:Iteration 13Q (39191.520000 sec): 3 clusters
  Score: Raw -6155308.058527 + Penalty 12304.471029 = -6143003.587499
  nChanged 470
		SP:Iteration 14Q (39191.700000 sec): 3 clusters
  Score: Raw -6155475.912417 + Penalty 12304.471029 = -6143171.441389
  nChanged 530
		SP:Iteration 15Q (39191.870000 sec): 3 clusters
  Score: Raw -6155675.290516 + Penalty 12304.471029 = -6143370.819487
  nChanged 575
		SP:Iteration 16Q (39192.050000 sec): 3 clusters
  Score: Raw -6155901.955334 + Penalty 12304.471029 = -6143597.484305
  nChanged 602
		SP:Iteration 17Q (39192.220000 sec): 3 clusters
  Score: Raw -6156157.146311 + Penalty 12304.471029 = -6143852.675282
  nChanged 686
		SP:Iteration 18Q (39192.390000 sec): 3 clusters
  Score: Raw -6156490.194813 + Penalty 12304.471029 = -6144185.723784
  nChanged 741
		SP:Iteration 19Q (39192.570000 sec): 3 clusters
  Score: Raw -6156874.864242 + Penalty 12304.471029 = -6144570.393213
  nChanged 796
		SP:Iteration 20F (39192.740000 sec): 3 clusters
  Score: Raw -6157337.443047 + Penalty 12304.471029 = -6145032.972019
  nChanged 849
		SP:Iteration 21Q (39192.910000 sec): 3 clusters
  Score: Raw -6157874.959570 + Penalty 12304.471029 = -6145570.488541
  nChanged 799
		SP:Iteration 22Q (39193.090000 sec): 3 clusters
  Score: Raw -6158409.531710 + Penalty 12304.471029 = -6146105.060681
  nChanged 711
		SP:Iteration 23Q (39193.260000 sec): 3 clusters
  Score: Raw -6158920.376022 + Penalty 12304.471029 = -6146615.904993
  nChanged 635
		SP:Iteration 24Q (39193.430000 sec): 3 clusters
  Score: Raw -6159399.266391 + Penalty 12304.471029 = -6147094.795362
  nChanged 496
		SP:Iteration 25Q (39193.590000 sec): 3 clusters
  Score: Raw -6159780.249220 + Penalty 12304.471029 = -6147475.778191
  nChanged 367
		SP:Iteration 26Q (39193.750000 sec): 3 clusters
  Score: Raw -6160075.886516 + Penalty 12304.471029 = -6147771.415488
  nChanged 257
		SP:Iteration 27Q (39193.910000 sec): 3 clusters
  Score: Raw -6160279.020730 + Penalty 12304.471029 = -6147974.549702
  nChanged 196
		SP:Iteration 28Q (39194.070000 sec): 3 clusters
  Score: Raw -6160427.796945 + Penalty 12304.471029 = -6148123.325917
  nChanged 125
		SP:Iteration 29Q (39194.220000 sec): 3 clusters
  Score: Raw -6160540.829832 + Penalty 12304.471029 = -6148236.358803
  nChanged 81
		SP:Iteration 30Q (39194.370000 sec): 3 clusters
  Score: Raw -6160619.881003 + Penalty 12304.471029 = -6148315.409975
  nChanged 63
		SP:Iteration 31Q (39194.520000 sec): 3 clusters
  Score: Raw -6160668.464582 + Penalty 12304.471029 = -6148363.993553
  nChanged 32
		SP:Iteration 32Q (39194.660000 sec): 3 clusters
  Score: Raw -6160693.165481 + Penalty 12304.471029 = -6148388.694453
  nChanged 11
		SP:Iteration 33Q (39194.810000 sec): 3 clusters
  Score: Raw -6160702.326048 + Penalty 12304.471029 = -6148397.855020
  nChanged 11
		SP:Iteration 34Q (39194.950000 sec): 3 clusters
  Score: Raw -6160711.494313 + Penalty 12304.471029 = -6148407.023284
  nChanged 18
		SP:Iteration 35Q (39195.100000 sec): 3 clusters
  Score: Raw -6160724.298938 + Penalty 12304.471029 = -6148419.827909
  nChanged 10
		SP:Iteration 36Q (39195.250000 sec): 3 clusters
  Score: Raw -6160732.387671 + Penalty 12304.471029 = -6148427.916643
  nChanged 11
		SP:Iteration 37Q (39195.390000 sec): 3 clusters
  Score: Raw -6160742.021077 + Penalty 12304.471029 = -6148437.550048
  nChanged 8
		SP:Iteration 38Q (39195.540000 sec): 3 clusters
  Score: Raw -6160748.666092 + Penalty 12304.471029 = -6148444.195064
  nChanged 7
		SP:Iteration 39Q (39195.680000 sec): 3 clusters
  Score: Raw -6160754.603482 + Penalty 12304.471029 = -6148450.132453
  nChanged 14
		SP:Iteration 40F (39195.850000 sec): 3 clusters
  Score: Raw -6160766.666950 + Penalty 12304.471029 = -6148462.195922
  nChanged 5
		SP:Iteration 41Q (39196.000000 sec): 3 clusters
  Score: Raw -6160772.634874 + Penalty 12304.471029 = -6148468.163845
  nChanged 13
		SP:Iteration 42Q (39196.140000 sec): 3 clusters
  Score: Raw -6160785.353034 + Penalty 12304.471029 = -6148480.882005
  nChanged 14
		SP:Iteration 43Q (39196.280000 sec): 3 clusters
  Score: Raw -6160796.005577 + Penalty 12304.471029 = -6148491.534549
  nChanged 11
		SP:Iteration 44Q (39196.430000 sec): 3 clusters
  Score: Raw -6160805.875604 + Penalty 12304.471029 = -6148501.404576
  nChanged 8
		SP:Iteration 45Q (39196.570000 sec): 3 clusters
  Score: Raw -6160814.384346 + Penalty 12304.471029 = -6148509.913318
  nChanged 6
		SP:Iteration 46Q (39196.710000 sec): 3 clusters
  Score: Raw -6160818.723342 + Penalty 12304.471029 = -6148514.252313
  nChanged 6
		SP:Iteration 47Q (39196.850000 sec): 3 clusters
  Score: Raw -6160823.260383 + Penalty 12304.471029 = -6148518.789355
  nChanged 5
		SP:Iteration 48Q (39196.990000 sec): 3 clusters
  Score: Raw -6160828.426672 + Penalty 12304.471029 = -6148523.955643
  nChanged 10
		SP:Iteration 49Q (39197.130000 sec): 3 clusters
  Score: Raw -6160837.858909 + Penalty 12304.471029 = -6148533.387880
  nChanged 9
		SP:Iteration 50Q (39197.270000 sec): 3 clusters
  Score: Raw -6160846.485681 + Penalty 12304.471029 = -6148542.014653
  nChanged 6
		SP:Iteration 51Q (39197.410000 sec): 3 clusters
  Score: Raw -6160852.540912 + Penalty 12304.471029 = -6148548.069883
  nChanged 9
		SP:Iteration 52Q (39197.550000 sec): 3 clusters
  Score: Raw -6160861.630155 + Penalty 12304.471029 = -6148557.159126
  nChanged 11
		SP:Iteration 53Q (39197.690000 sec): 3 clusters
  Score: Raw -6160871.311989 + Penalty 12304.471029 = -6148566.840960
  nChanged 8
		SP:Iteration 54Q (39197.830000 sec): 3 clusters
  Score: Raw -6160880.532489 + Penalty 12304.471029 = -6148576.061460
  nChanged 7
		SP:Iteration 55Q (39197.970000 sec): 3 clusters
  Score: Raw -6160887.555905 + Penalty 12304.471029 = -6148583.084876
  nChanged 12
		SP:Iteration 56Q (39198.110000 sec): 3 clusters
  Score: Raw -6160901.291624 + Penalty 12304.471029 = -6148596.820596
  nChanged 7
		SP:Iteration 57Q (39198.240000 sec): 3 clusters
  Score: Raw -6160909.580576 + Penalty 12304.471029 = -6148605.109547
  nChanged 8
		SP:Iteration 58Q (39198.380000 sec): 3 clusters
  Score: Raw -6160916.337493 + Penalty 12304.471029 = -6148611.866464
  nChanged 6
		SP:Iteration 59Q (39198.520000 sec): 3 clusters
  Score: Raw -6160922.581888 + Penalty 12304.471029 = -6148618.110859
  nChanged 8
		SP:Iteration 60F (39198.690000 sec): 3 clusters
  Score: Raw -6160929.924782 + Penalty 12304.471029 = -6148625.453753
  nChanged 6
		SP:Iteration 61Q (39198.830000 sec): 3 clusters
  Score: Raw -6160937.839998 + Penalty 12304.471029 = -6148633.368969
  nChanged 3
		SP:Iteration 62Q (39198.970000 sec): 3 clusters
  Score: Raw -6160940.529277 + Penalty 12304.471029 = -6148636.058248
  nChanged 2
		SP:Iteration 63Q (39199.110000 sec): 3 clusters
  Score: Raw -6160941.937996 + Penalty 12304.471029 = -6148637.466968
  nChanged 1
		SP:Iteration 64Q (39199.240000 sec): 3 clusters
  Score: Raw -6160942.921174 + Penalty 12304.471029 = -6148638.450146
  nChanged 2
		SP:Iteration 65Q (39199.380000 sec): 3 clusters
  Score: Raw -6160944.910151 + Penalty 12304.471029 = -6148640.439123
  nChanged 1
		SP:Iteration 66Q (39199.520000 sec): 3 clusters
  Score: Raw -6160945.732431 + Penalty 12304.471029 = -6148641.261403
  nChanged 0
		SP:Iteration 67F (39199.690000 sec): 3 clusters
  Score: Raw -6160945.732431 + Penalty 12304.471029 = -6148641.261403
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39199.820000 sec): 2 clusters
  Score: Raw -5273073.204033 + Penalty 6073.615895 = -5266999.588138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39199.970000 sec): 3 clusters
  Score: Raw -5262470.758955 + Penalty 12147.231790 = -5250323.527165
  nChanged 8151
		SP:Iteration 1F (39200.130000 sec): 3 clusters
  Score: Raw -5266848.261373 + Penalty 12147.231790 = -5254701.029583
  nChanged 1401
		SP:Iteration 2F (39200.280000 sec): 3 clusters
  Score: Raw -5267571.056830 + Penalty 12147.231790 = -5255423.825040
  nChanged 1076
		SP:Iteration 3F (39200.440000 sec): 3 clusters
  Score: Raw -5268106.001596 + Penalty 12147.231790 = -5255958.769806
  nChanged 812
		SP:Iteration 4Q (39200.590000 sec): 3 clusters
  Score: Raw -5268476.931343 + Penalty 12147.231790 = -5256329.699553
  nChanged 695
		SP:Iteration 5Q (39200.750000 sec): 3 clusters
  Score: Raw -5268765.012406 + Penalty 12147.231790 = -5256617.780616
  nChanged 565
		SP:Iteration 6Q (39200.900000 sec): 3 clusters
  Score: Raw -5268988.587853 + Penalty 12147.231790 = -5256841.356063
  nChanged 470
		SP:Iteration 7Q (39201.060000 sec): 3 clusters
  Score: Raw -5269155.385160 + Penalty 12147.231790 = -5257008.153369
  nChanged 426
		SP:Iteration 8Q (39201.210000 sec): 3 clusters
  Score: Raw -5269314.889327 + Penalty 12147.231790 = -5257167.657537
  nChanged 402
		SP:Iteration 9Q (39201.360000 sec): 3 clusters
  Score: Raw -5269453.934008 + Penalty 12147.231790 = -5257306.702217
  nChanged 388
		SP:Iteration 10Q (39201.530000 sec): 3 clusters
  Score: Raw -5269591.295241 + Penalty 12147.231790 = -5257444.063451
  nChanged 380
		SP:Iteration 11Q (39201.680000 sec): 3 clusters
  Score: Raw -5269728.513759 + Penalty 12147.231790 = -5257581.281969
  nChanged 403
		SP:Iteration 12Q (39201.830000 sec): 3 clusters
  Score: Raw -5269878.206677 + Penalty 12147.231790 = -5257730.974887
  nChanged 409
		SP:Iteration 13Q (39201.980000 sec): 3 clusters
  Score: Raw -5270030.053345 + Penalty 12147.231790 = -5257882.821555
  nChanged 433
		SP:Iteration 14Q (39202.130000 sec): 3 clusters
  Score: Raw -5270204.125637 + Penalty 12147.231790 = -5258056.893847
  nChanged 439
		SP:Iteration 15Q (39202.290000 sec): 3 clusters
  Score: Raw -5270393.817667 + Penalty 12147.231790 = -5258246.585877
  nChanged 469
		SP:Iteration 16Q (39202.440000 sec): 3 clusters
  Score: Raw -5270607.424836 + Penalty 12147.231790 = -5258460.193046
  nChanged 532
		SP:Iteration 17Q (39202.590000 sec): 3 clusters
  Score: Raw -5270888.276706 + Penalty 12147.231790 = -5258741.044915
  nChanged 647
		SP:Iteration 18Q (39202.740000 sec): 3 clusters
  Score: Raw -5271268.800524 + Penalty 12147.231790 = -5259121.568734
  nChanged 646
		SP:Iteration 19Q (39202.890000 sec): 3 clusters
  Score: Raw -5271686.741637 + Penalty 12147.231790 = -5259539.509847
  nChanged 694
		SP:Iteration 20F (39203.050000 sec): 3 clusters
  Score: Raw -5272187.751496 + Penalty 12147.231790 = -5260040.519706
  nChanged 661
		SP:Iteration 21Q (39203.200000 sec): 3 clusters
  Score: Raw -5272713.288979 + Penalty 12147.231790 = -5260566.057189
  nChanged 619
		SP:Iteration 22Q (39203.340000 sec): 3 clusters
  Score: Raw -5273255.841468 + Penalty 12147.231790 = -5261108.609678
  nChanged 531
		SP:Iteration 23Q (39203.490000 sec): 3 clusters
  Score: Raw -5273715.298741 + Penalty 12147.231790 = -5261568.066950
  nChanged 356
		SP:Iteration 24Q (39203.640000 sec): 3 clusters
  Score: Raw -5274018.863714 + Penalty 12147.231790 = -5261871.631924
  nChanged 249
		SP:Iteration 25Q (39203.780000 sec): 3 clusters
  Score: Raw -5274234.866456 + Penalty 12147.231790 = -5262087.634666
  nChanged 163
		SP:Iteration 26Q (39203.910000 sec): 3 clusters
  Score: Raw -5274373.862119 + Penalty 12147.231790 = -5262226.630329
  nChanged 89
		SP:Iteration 27Q (39204.040000 sec): 3 clusters
  Score: Raw -5274442.797620 + Penalty 12147.231790 = -5262295.565829
  nChanged 61
		SP:Iteration 28Q (39204.180000 sec): 3 clusters
  Score: Raw -5274487.976506 + Penalty 12147.231790 = -5262340.744715
  nChanged 42
		SP:Iteration 29Q (39204.300000 sec): 3 clusters
  Score: Raw -5274520.851073 + Penalty 12147.231790 = -5262373.619282
  nChanged 22
		SP:Iteration 30Q (39204.430000 sec): 3 clusters
  Score: Raw -5274538.023928 + Penalty 12147.231790 = -5262390.792138
  nChanged 15
		SP:Iteration 31Q (39204.560000 sec): 3 clusters
  Score: Raw -5274549.208231 + Penalty 12147.231790 = -5262401.976441
  nChanged 12
		SP:Iteration 32Q (39204.690000 sec): 3 clusters
  Score: Raw -5274557.215826 + Penalty 12147.231790 = -5262409.984036
  nChanged 6
		SP:Iteration 33Q (39204.810000 sec): 3 clusters
  Score: Raw -5274561.806820 + Penalty 12147.231790 = -5262414.575029
  nChanged 4
		SP:Iteration 34Q (39204.940000 sec): 3 clusters
  Score: Raw -5274565.268745 + Penalty 12147.231790 = -5262418.036955
  nChanged 7
		SP:Iteration 35Q (39205.060000 sec): 3 clusters
  Score: Raw -5274569.922698 + Penalty 12147.231790 = -5262422.690908
  nChanged 7
		SP:Iteration 36Q (39205.190000 sec): 3 clusters
  Score: Raw -5274574.162822 + Penalty 12147.231790 = -5262426.931032
  nChanged 5
		SP:Iteration 37Q (39205.320000 sec): 3 clusters
  Score: Raw -5274577.829641 + Penalty 12147.231790 = -5262430.597851
  nChanged 2
		SP:Iteration 38Q (39205.440000 sec): 3 clusters
  Score: Raw -5274580.192858 + Penalty 12147.231790 = -5262432.961068
  nChanged 2
		SP:Iteration 39Q (39205.570000 sec): 3 clusters
  Score: Raw -5274581.629890 + Penalty 12147.231790 = -5262434.398099
  nChanged 2
		SP:Iteration 40F (39205.720000 sec): 3 clusters
  Score: Raw -5274582.900066 + Penalty 12147.231790 = -5262435.668276
  nChanged 2
		SP:Iteration 41Q (39205.850000 sec): 3 clusters
  Score: Raw -5274584.823111 + Penalty 12147.231790 = -5262437.591321
  nChanged 3
		SP:Iteration 42Q (39205.980000 sec): 3 clusters
  Score: Raw -5274587.128558 + Penalty 12147.231790 = -5262439.896768
  nChanged 1
		SP:Iteration 43Q (39206.100000 sec): 3 clusters
  Score: Raw -5274587.702914 + Penalty 12147.231790 = -5262440.471124
  nChanged 1
		SP:Iteration 44Q (39206.230000 sec): 3 clusters
  Score: Raw -5274589.260363 + Penalty 12147.231790 = -5262442.028573
  nChanged 1
		SP:Iteration 45Q (39206.360000 sec): 3 clusters
  Score: Raw -5274589.843208 + Penalty 12147.231790 = -5262442.611418
  nChanged 1
		SP:Iteration 46Q (39206.480000 sec): 3 clusters
  Score: Raw -5274590.676616 + Penalty 12147.231790 = -5262443.444826
  nChanged 1
		SP:Iteration 47Q (39206.610000 sec): 3 clusters
  Score: Raw -5274591.238898 + Penalty 12147.231790 = -5262444.007108
  nChanged 2
		SP:Iteration 48Q (39206.740000 sec): 3 clusters
  Score: Raw -5274593.351373 + Penalty 12147.231790 = -5262446.119583
  nChanged 3
		SP:Iteration 49Q (39206.860000 sec): 3 clusters
  Score: Raw -5274594.916887 + Penalty 12147.231790 = -5262447.685097
  nChanged 0
		SP:Iteration 50F (39207.010000 sec): 3 clusters
  Score: Raw -5274594.916887 + Penalty 12147.231790 = -5262447.685097
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39207.030000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39207.040000 sec): 3 clusters
  Score: Raw -66716.565590 + Penalty 6825.888689 = -59890.676901
  nChanged 7
		SP:Iteration 1Q (39207.040000 sec): 3 clusters
  Score: Raw -66770.959221 + Penalty 6825.888689 = -59945.070531
  nChanged 2
		SP:Iteration 2Q (39207.040000 sec): 3 clusters
  Score: Raw -66782.472286 + Penalty 6825.888689 = -59956.583596
  nChanged 1
		SP:Iteration 3Q (39207.040000 sec): 3 clusters
  Score: Raw -66789.939302 + Penalty 6825.888689 = -59964.050612
  nChanged 0
		SP:Iteration 4F (39207.040000 sec): 3 clusters
  Score: Raw -66789.939302 + Penalty 6825.888689 = -59964.050612
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (22607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39207.200000 sec): 2 clusters
  Score: Raw -5988366.117117 + Penalty 6140.934109 = -5982225.183008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39207.370000 sec): 3 clusters
  Score: Raw -5976341.475642 + Penalty 12281.868218 = -5964059.607424
  nChanged 9406
		SP:Iteration 1F (39207.540000 sec): 3 clusters
  Score: Raw -5981464.390737 + Penalty 12281.868218 = -5969182.522519
  nChanged 1471
		SP:Iteration 2F (39207.720000 sec): 3 clusters
  Score: Raw -5982228.861854 + Penalty 12281.868218 = -5969946.993636
  nChanged 1180
		SP:Iteration 3F (39207.890000 sec): 3 clusters
  Score: Raw -5982816.718661 + Penalty 12281.868218 = -5970534.850443
  nChanged 986
		SP:Iteration 4Q (39208.060000 sec): 3 clusters
  Score: Raw -5983311.730428 + Penalty 12281.868218 = -5971029.862210
  nChanged 952
		SP:Iteration 5Q (39208.240000 sec): 3 clusters
  Score: Raw -5983846.546471 + Penalty 12281.868218 = -5971564.678253
  nChanged 1011
		SP:Iteration 6Q (39208.410000 sec): 3 clusters
  Score: Raw -5984460.137919 + Penalty 12281.868218 = -5972178.269701
  nChanged 1095
		SP:Iteration 7Q (39208.580000 sec): 3 clusters
  Score: Raw -5985179.374750 + Penalty 12281.868218 = -5972897.506532
  nChanged 1123
		SP:Iteration 8Q (39208.750000 sec): 3 clusters
  Score: Raw -5985945.008236 + Penalty 12281.868218 = -5973663.140018
  nChanged 1040
		SP:Iteration 9Q (39208.930000 sec): 3 clusters
  Score: Raw -5986644.275753 + Penalty 12281.868218 = -5974362.407535
  nChanged 898
		SP:Iteration 10Q (39209.100000 sec): 3 clusters
  Score: Raw -5987221.861100 + Penalty 12281.868218 = -5974939.992882
  nChanged 770
		SP:Iteration 11Q (39209.270000 sec): 3 clusters
  Score: Raw -5987710.284267 + Penalty 12281.868218 = -5975428.416049
  nChanged 637
		SP:Iteration 12Q (39209.440000 sec): 3 clusters
  Score: Raw -5988143.376901 + Penalty 12281.868218 = -5975861.508683
  nChanged 518
		SP:Iteration 13Q (39209.610000 sec): 3 clusters
  Score: Raw -5988491.855175 + Penalty 12281.868218 = -5976209.986957
  nChanged 417
		SP:Iteration 14Q (39209.780000 sec): 3 clusters
  Score: Raw -5988789.536760 + Penalty 12281.868218 = -5976507.668542
  nChanged 367
		SP:Iteration 15Q (39209.940000 sec): 3 clusters
  Score: Raw -5989034.169774 + Penalty 12281.868218 = -5976752.301556
  nChanged 267
		SP:Iteration 16Q (39210.110000 sec): 3 clusters
  Score: Raw -5989202.347971 + Penalty 12281.868218 = -5976920.479753
  nChanged 213
		SP:Iteration 17Q (39210.270000 sec): 3 clusters
  Score: Raw -5989334.179051 + Penalty 12281.868218 = -5977052.310833
  nChanged 164
		SP:Iteration 18Q (39210.430000 sec): 3 clusters
  Score: Raw -5989423.602341 + Penalty 12281.868218 = -5977141.734123
  nChanged 129
		SP:Iteration 19Q (39210.580000 sec): 3 clusters
  Score: Raw -5989496.932314 + Penalty 12281.868218 = -5977215.064096
  nChanged 108
		SP:Iteration 20F (39210.760000 sec): 3 clusters
  Score: Raw -5989547.871382 + Penalty 12281.868218 = -5977266.003164
  nChanged 80
		SP:Iteration 21Q (39210.910000 sec): 3 clusters
  Score: Raw -5989582.431672 + Penalty 12281.868218 = -5977300.563454
  nChanged 60
		SP:Iteration 22Q (39211.060000 sec): 3 clusters
  Score: Raw -5989611.651438 + Penalty 12281.868218 = -5977329.783220
  nChanged 49
		SP:Iteration 23Q (39211.220000 sec): 3 clusters
  Score: Raw -5989633.827078 + Penalty 12281.868218 = -5977351.958860
  nChanged 44
		SP:Iteration 24Q (39211.370000 sec): 3 clusters
  Score: Raw -5989654.679556 + Penalty 12281.868218 = -5977372.811338
  nChanged 37
		SP:Iteration 25Q (39211.520000 sec): 3 clusters
  Score: Raw -5989670.911188 + Penalty 12281.868218 = -5977389.042970
  nChanged 37
		SP:Iteration 26Q (39211.670000 sec): 3 clusters
  Score: Raw -5989686.368568 + Penalty 12281.868218 = -5977404.500350
  nChanged 39
		SP:Iteration 27Q (39211.820000 sec): 3 clusters
  Score: Raw -5989705.592012 + Penalty 12281.868218 = -5977423.723794
  nChanged 38
		SP:Iteration 28Q (39211.970000 sec): 3 clusters
  Score: Raw -5989725.369457 + Penalty 12281.868218 = -5977443.501239
  nChanged 35
		SP:Iteration 29Q (39212.120000 sec): 3 clusters
  Score: Raw -5989744.415551 + Penalty 12281.868218 = -5977462.547333
  nChanged 31
		SP:Iteration 30Q (39212.270000 sec): 3 clusters
  Score: Raw -5989761.714179 + Penalty 12281.868218 = -5977479.845961
  nChanged 39
		SP:Iteration 31Q (39212.420000 sec): 3 clusters
  Score: Raw -5989779.314698 + Penalty 12281.868218 = -5977497.446480
  nChanged 26
		SP:Iteration 32Q (39212.560000 sec): 3 clusters
  Score: Raw -5989791.038759 + Penalty 12281.868218 = -5977509.170541
  nChanged 27
		SP:Iteration 33Q (39212.710000 sec): 3 clusters
  Score: Raw -5989805.476900 + Penalty 12281.868218 = -5977523.608682
  nChanged 36
		SP:Iteration 34Q (39212.850000 sec): 3 clusters
  Score: Raw -5989822.679460 + Penalty 12281.868218 = -5977540.811242
  nChanged 26
		SP:Iteration 35Q (39213.000000 sec): 3 clusters
  Score: Raw -5989837.635931 + Penalty 12281.868218 = -5977555.767713
  nChanged 28
		SP:Iteration 36Q (39213.140000 sec): 3 clusters
  Score: Raw -5989851.183886 + Penalty 12281.868218 = -5977569.315668
  nChanged 29
		SP:Iteration 37Q (39213.290000 sec): 3 clusters
  Score: Raw -5989863.916225 + Penalty 12281.868218 = -5977582.048007
  nChanged 18
		SP:Iteration 38Q (39213.430000 sec): 3 clusters
  Score: Raw -5989871.521414 + Penalty 12281.868218 = -5977589.653196
  nChanged 14
		SP:Iteration 39Q (39213.580000 sec): 3 clusters
  Score: Raw -5989877.411611 + Penalty 12281.868218 = -5977595.543393
  nChanged 8
		SP:Iteration 40F (39213.750000 sec): 3 clusters
  Score: Raw -5989881.033458 + Penalty 12281.868218 = -5977599.165240
  nChanged 11
		SP:Iteration 41Q (39213.890000 sec): 3 clusters
  Score: Raw -5989885.230485 + Penalty 12281.868218 = -5977603.362267
  nChanged 11
		SP:Iteration 42Q (39214.040000 sec): 3 clusters
  Score: Raw -5989890.119111 + Penalty 12281.868218 = -5977608.250893
  nChanged 6
		SP:Iteration 43Q (39214.180000 sec): 3 clusters
  Score: Raw -5989893.596870 + Penalty 12281.868218 = -5977611.728652
  nChanged 6
		SP:Iteration 44Q (39214.320000 sec): 3 clusters
  Score: Raw -5989896.644017 + Penalty 12281.868218 = -5977614.775799
  nChanged 4
		SP:Iteration 45Q (39214.470000 sec): 3 clusters
  Score: Raw -5989898.788258 + Penalty 12281.868218 = -5977616.920040
  nChanged 4
		SP:Iteration 46Q (39214.610000 sec): 3 clusters
  Score: Raw -5989900.141012 + Penalty 12281.868218 = -5977618.272794
  nChanged 0
		SP:Iteration 47F (39214.780000 sec): 3 clusters
  Score: Raw -5989900.141012 + Penalty 12281.868218 = -5977618.272794
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (422974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39217.510000 sec): 2 clusters
  Score: Raw -112090318.780326 + Penalty 7934.977919 = -112082383.802407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39220.740000 sec): 3 clusters
  Score: Raw -111814651.804312 + Penalty 15869.955838 = -111798781.848474
  nChanged 202759
		SP:Iteration 1F (39223.950000 sec): 3 clusters
  Score: Raw -111932070.084588 + Penalty 15869.955838 = -111916200.128750
  nChanged 10439
		SP:Iteration 2Q (39227.190000 sec): 3 clusters
  Score: Raw -111933935.056537 + Penalty 15869.955838 = -111918065.100699
  nChanged 11255
		SP:Iteration 3Q (39230.430000 sec): 3 clusters
  Score: Raw -111936407.524235 + Penalty 15869.955838 = -111920537.568397
  nChanged 13695
		SP:Iteration 4Q (39233.690000 sec): 3 clusters
  Score: Raw -111940434.820989 + Penalty 15869.955838 = -111924564.865151
  nChanged 18342
		SP:Iteration 5Q (39236.930000 sec): 3 clusters
  Score: Raw -111947966.312345 + Penalty 15869.955838 = -111932096.356507
  nChanged 25864
		SP:Iteration 6F (39240.150000 sec): 3 clusters
  Score: Raw -111962741.277073 + Penalty 15869.955838 = -111946871.321235
  nChanged 34763
		SP:Iteration 7F (39243.420000 sec): 3 clusters
  Score: Raw -111989498.609429 + Penalty 15869.955838 = -111973628.653591
  nChanged 40053
		SP:Iteration 8F (39246.670000 sec): 3 clusters
  Score: Raw -112027525.463264 + Penalty 15869.955838 = -112011655.507426
  nChanged 34472
		SP:Iteration 9F (39249.900000 sec): 3 clusters
  Score: Raw -112062951.084138 + Penalty 15869.955838 = -112047081.128300
  nChanged 19206
		SP:Iteration 10Q (39253.070000 sec): 3 clusters
  Score: Raw -112081950.419399 + Penalty 15869.955838 = -112066080.463560
  nChanged 6867
		SP:Iteration 11Q (39255.930000 sec): 3 clusters
  Score: Raw -112088291.936847 + Penalty 15869.955838 = -112072421.981008
  nChanged 1871
		SP:Iteration 12Q (39258.380000 sec): 3 clusters
  Score: Raw -112090063.594695 + Penalty 15869.955838 = -112074193.638857
  nChanged 455
		SP:Iteration 13Q (39260.630000 sec): 3 clusters
  Score: Raw -112090596.162329 + Penalty 15869.955838 = -112074726.206491
  nChanged 163
		SP:Iteration 14Q (39262.810000 sec): 3 clusters
  Score: Raw -112090808.258481 + Penalty 15869.955838 = -112074938.302643
  nChanged 79
		SP:Iteration 15Q (39264.970000 sec): 3 clusters
  Score: Raw -112090925.046975 + Penalty 15869.955838 = -112075055.091137
  nChanged 53
		SP:Iteration 16Q (39267.120000 sec): 3 clusters
  Score: Raw -112090999.360650 + Penalty 15869.955838 = -112075129.404812
  nChanged 27
		SP:Iteration 17Q (39269.260000 sec): 3 clusters
  Score: Raw -112091036.745994 + Penalty 15869.955838 = -112075166.790156
  nChanged 16
		SP:Iteration 18Q (39271.400000 sec): 3 clusters
  Score: Raw -112091058.027544 + Penalty 15869.955838 = -112075188.071706
  nChanged 11
		SP:Iteration 19Q (39273.540000 sec): 3 clusters
  Score: Raw -112091075.071665 + Penalty 15869.955838 = -112075205.115827
  nChanged 3
		SP:Iteration 20F (39276.740000 sec): 3 clusters
  Score: Raw -112091079.334306 + Penalty 15869.955838 = -112075209.378468
  nChanged 4
		SP:Iteration 21Q (39278.880000 sec): 3 clusters
  Score: Raw -112091084.107537 + Penalty 15869.955838 = -112075214.151698
  nChanged 3
		SP:Iteration 22Q (39281.030000 sec): 3 clusters
  Score: Raw -112091089.261002 + Penalty 15869.955838 = -112075219.305164
  nChanged 3
		SP:Iteration 23Q (39283.160000 sec): 3 clusters
  Score: Raw -112091094.956174 + Penalty 15869.955838 = -112075225.000336
  nChanged 3
		SP:Iteration 24Q (39285.300000 sec): 3 clusters
  Score: Raw -112091101.412612 + Penalty 15869.955838 = -112075231.456773
  nChanged 5
		SP:Iteration 25Q (39287.440000 sec): 3 clusters
  Score: Raw -112091107.626486 + Penalty 15869.955838 = -112075237.670648
  nChanged 4
		SP:Iteration 26Q (39289.580000 sec): 3 clusters
  Score: Raw -112091112.391018 + Penalty 15869.955838 = -112075242.435179
  nChanged 6
		SP:Iteration 27Q (39291.720000 sec): 3 clusters
  Score: Raw -112091121.485024 + Penalty 15869.955838 = -112075251.529186
  nChanged 6
		SP:Iteration 28Q (39293.860000 sec): 3 clusters
  Score: Raw -112091129.715667 + Penalty 15869.955838 = -112075259.759828
  nChanged 4
		SP:Iteration 29Q (39296.000000 sec): 3 clusters
  Score: Raw -112091134.319914 + Penalty 15869.955838 = -112075264.364076
  nChanged 3
		SP:Iteration 30Q (39298.140000 sec): 3 clusters
  Score: Raw -112091137.400113 + Penalty 15869.955838 = -112075267.444274
  nChanged 1
		SP:Iteration 31Q (39300.350000 sec): 3 clusters
  Score: Raw -112091139.560035 + Penalty 15869.955838 = -112075269.604196
  nChanged 1
		SP:Iteration 32Q (39302.490000 sec): 3 clusters
  Score: Raw -112091140.797192 + Penalty 15869.955838 = -112075270.841354
  nChanged 2
		SP:Iteration 33Q (39304.630000 sec): 3 clusters
  Score: Raw -112091142.997761 + Penalty 15869.955838 = -112075273.041923
  nChanged 1
		SP:Iteration 34Q (39306.780000 sec): 3 clusters
  Score: Raw -112091144.174874 + Penalty 15869.955838 = -112075274.219036
  nChanged 1
		SP:Iteration 35Q (39308.930000 sec): 3 clusters
  Score: Raw -112091145.096539 + Penalty 15869.955838 = -112075275.140701
  nChanged 0
		SP:Iteration 36F (39312.170000 sec): 3 clusters
  Score: Raw -112091145.096539 + Penalty 15869.955838 = -112075275.140701
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39312.790000 sec): 2 clusters
  Score: Raw -16165427.531247 + Penalty 6746.989514 = -16158680.541733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39313.250000 sec): 3 clusters
  Score: Raw -16129694.016803 + Penalty 13493.979027 = -16116200.037776
  nChanged 26880
		SP:Iteration 1F (39313.710000 sec): 3 clusters
  Score: Raw -16144369.785546 + Penalty 13493.979027 = -16130875.806519
  nChanged 3073
		SP:Iteration 2F (39314.170000 sec): 3 clusters
  Score: Raw -16145466.481605 + Penalty 13493.979027 = -16131972.502578
  nChanged 2762
		SP:Iteration 3Q (39314.640000 sec): 3 clusters
  Score: Raw -16146471.061122 + Penalty 13493.979027 = -16132977.082095
  nChanged 2659
		SP:Iteration 4Q (39315.110000 sec): 3 clusters
  Score: Raw -16147470.733732 + Penalty 13493.979027 = -16133976.754705
  nChanged 2669
		SP:Iteration 5Q (39315.570000 sec): 3 clusters
  Score: Raw -16148576.126658 + Penalty 13493.979027 = -16135082.147631
  nChanged 2863
		SP:Iteration 6Q (39316.040000 sec): 3 clusters
  Score: Raw -16149929.286727 + Penalty 13493.979027 = -16136435.307700
  nChanged 3079
		SP:Iteration 7F (39316.500000 sec): 3 clusters
  Score: Raw -16151578.034248 + Penalty 13493.979027 = -16138084.055221
  nChanged 3312
		SP:Iteration 8F (39316.960000 sec): 3 clusters
  Score: Raw -16153454.347711 + Penalty 13493.979027 = -16139960.368684
  nChanged 3253
		SP:Iteration 9F (39317.420000 sec): 3 clusters
  Score: Raw -16155352.277609 + Penalty 13493.979027 = -16141858.298582
  nChanged 3060
		SP:Iteration 10F (39317.890000 sec): 3 clusters
  Score: Raw -16157127.460518 + Penalty 13493.979027 = -16143633.481491
  nChanged 2724
		SP:Iteration 11Q (39318.350000 sec): 3 clusters
  Score: Raw -16158720.294044 + Penalty 13493.979027 = -16145226.315017
  nChanged 2451
		SP:Iteration 12Q (39318.810000 sec): 3 clusters
  Score: Raw -16160188.201394 + Penalty 13493.979027 = -16146694.222367
  nChanged 2057
		SP:Iteration 13Q (39319.270000 sec): 3 clusters
  Score: Raw -16161463.158942 + Penalty 13493.979027 = -16147969.179915
  nChanged 1722
		SP:Iteration 14Q (39319.730000 sec): 3 clusters
  Score: Raw -16162533.605434 + Penalty 13493.979027 = -16149039.626407
  nChanged 1414
		SP:Iteration 15Q (39320.180000 sec): 3 clusters
  Score: Raw -16163459.006830 + Penalty 13493.979027 = -16149965.027803
  nChanged 1134
		SP:Iteration 16Q (39320.620000 sec): 3 clusters
  Score: Raw -16164187.919550 + Penalty 13493.979027 = -16150693.940523
  nChanged 861
		SP:Iteration 17Q (39321.060000 sec): 3 clusters
  Score: Raw -16164743.575902 + Penalty 13493.979027 = -16151249.596875
  nChanged 623
		SP:Iteration 18Q (39321.480000 sec): 3 clusters
  Score: Raw -16165145.875628 + Penalty 13493.979027 = -16151651.896601
  nChanged 407
		SP:Iteration 19Q (39321.890000 sec): 3 clusters
  Score: Raw -16165417.175464 + Penalty 13493.979027 = -16151923.196437
  nChanged 296
		SP:Iteration 20F (39322.340000 sec): 3 clusters
  Score: Raw -16165614.264854 + Penalty 13493.979027 = -16152120.285827
  nChanged 233
		SP:Iteration 21Q (39322.730000 sec): 3 clusters
  Score: Raw -16165771.782702 + Penalty 13493.979027 = -16152277.803675
  nChanged 178
		SP:Iteration 22Q (39323.100000 sec): 3 clusters
  Score: Raw -16165893.848526 + Penalty 13493.979027 = -16152399.869499
  nChanged 132
		SP:Iteration 23Q (39323.470000 sec): 3 clusters
  Score: Raw -16165986.766891 + Penalty 13493.979027 = -16152492.787864
  nChanged 113
		SP:Iteration 24Q (39323.830000 sec): 3 clusters
  Score: Raw -16166071.597498 + Penalty 13493.979027 = -16152577.618471
  nChanged 86
		SP:Iteration 25Q (39324.190000 sec): 3 clusters
  Score: Raw -16166133.217478 + Penalty 13493.979027 = -16152639.238451
  nChanged 60
		SP:Iteration 26Q (39324.550000 sec): 3 clusters
  Score: Raw -16166175.026667 + Penalty 13493.979027 = -16152681.047640
  nChanged 45
		SP:Iteration 27Q (39324.920000 sec): 3 clusters
  Score: Raw -16166208.389572 + Penalty 13493.979027 = -16152714.410545
  nChanged 44
		SP:Iteration 28Q (39325.270000 sec): 3 clusters
  Score: Raw -16166241.078856 + Penalty 13493.979027 = -16152747.099829
  nChanged 31
		SP:Iteration 29Q (39325.620000 sec): 3 clusters
  Score: Raw -16166265.322034 + Penalty 13493.979027 = -16152771.343007
  nChanged 27
		SP:Iteration 30Q (39325.960000 sec): 3 clusters
  Score: Raw -16166286.586914 + Penalty 13493.979027 = -16152792.607887
  nChanged 22
		SP:Iteration 31Q (39326.310000 sec): 3 clusters
  Score: Raw -16166305.555189 + Penalty 13493.979027 = -16152811.576162
  nChanged 17
		SP:Iteration 32Q (39326.650000 sec): 3 clusters
  Score: Raw -16166319.439817 + Penalty 13493.979027 = -16152825.460790
  nChanged 17
		SP:Iteration 33Q (39327.000000 sec): 3 clusters
  Score: Raw -16166332.988677 + Penalty 13493.979027 = -16152839.009650
  nChanged 15
		SP:Iteration 34Q (39327.340000 sec): 3 clusters
  Score: Raw -16166343.950457 + Penalty 13493.979027 = -16152849.971430
  nChanged 8
		SP:Iteration 35Q (39327.680000 sec): 3 clusters
  Score: Raw -16166350.157848 + Penalty 13493.979027 = -16152856.178821
  nChanged 1
		SP:Iteration 36Q (39328.020000 sec): 3 clusters
  Score: Raw -16166350.691922 + Penalty 13493.979027 = -16152856.712895
  nChanged 2
		SP:Iteration 37Q (39328.360000 sec): 3 clusters
  Score: Raw -16166352.324620 + Penalty 13493.979027 = -16152858.345593
  nChanged 3
		SP:Iteration 38Q (39328.700000 sec): 3 clusters
  Score: Raw -16166353.885151 + Penalty 13493.979027 = -16152859.906124
  nChanged 0
		SP:Iteration 39F (39329.160000 sec): 3 clusters
  Score: Raw -16166353.885151 + Penalty 13493.979027 = -16152859.906124
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39329.280000 sec): 2 clusters
  Score: Raw -3997785.891529 + Penalty 5903.848237 = -3991882.043292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39329.400000 sec): 3 clusters
  Score: Raw -3990093.984723 + Penalty 11807.696474 = -3978286.288249
  nChanged 6047
		SP:Iteration 1F (39329.520000 sec): 3 clusters
  Score: Raw -3993459.997171 + Penalty 11807.696474 = -3981652.300696
  nChanged 1264
		SP:Iteration 2F (39329.630000 sec): 3 clusters
  Score: Raw -3994426.653805 + Penalty 11807.696474 = -3982618.957330
  nChanged 1113
		SP:Iteration 3F (39329.750000 sec): 3 clusters
  Score: Raw -3995550.002251 + Penalty 11807.696474 = -3983742.305777
  nChanged 1149
		SP:Iteration 4F (39329.870000 sec): 3 clusters
  Score: Raw -3996779.313746 + Penalty 11807.696474 = -3984971.617271
  nChanged 1152
		SP:Iteration 5F (39329.980000 sec): 3 clusters
  Score: Raw -3997970.629864 + Penalty 11807.696474 = -3986162.933390
  nChanged 979
		SP:Iteration 6F (39330.100000 sec): 3 clusters
  Score: Raw -3998903.028927 + Penalty 11807.696474 = -3987095.332452
  nChanged 739
		SP:Iteration 7Q (39330.220000 sec): 3 clusters
  Score: Raw -3999500.238894 + Penalty 11807.696474 = -3987692.542420
  nChanged 561
		SP:Iteration 8Q (39330.330000 sec): 3 clusters
  Score: Raw -3999896.681992 + Penalty 11807.696474 = -3988088.985517
  nChanged 410
		SP:Iteration 9Q (39330.440000 sec): 3 clusters
  Score: Raw -4000143.742152 + Penalty 11807.696474 = -3988336.045678
  nChanged 275
		SP:Iteration 10Q (39330.550000 sec): 3 clusters
  Score: Raw -4000287.080362 + Penalty 11807.696474 = -3988479.383887
  nChanged 218
		SP:Iteration 11Q (39330.660000 sec): 3 clusters
  Score: Raw -4000389.765679 + Penalty 11807.696474 = -3988582.069204
  nChanged 154
		SP:Iteration 12Q (39330.770000 sec): 3 clusters
  Score: Raw -4000453.660726 + Penalty 11807.696474 = -3988645.964251
  nChanged 123
		SP:Iteration 13Q (39330.880000 sec): 3 clusters
  Score: Raw -4000502.844866 + Penalty 11807.696474 = -3988695.148392
  nChanged 83
		SP:Iteration 14Q (39330.990000 sec): 3 clusters
  Score: Raw -4000537.282582 + Penalty 11807.696474 = -3988729.586107
  nChanged 70
		SP:Iteration 15Q (39331.100000 sec): 3 clusters
  Score: Raw -4000564.749871 + Penalty 11807.696474 = -3988757.053396
  nChanged 72
		SP:Iteration 16Q (39331.210000 sec): 3 clusters
  Score: Raw -4000590.218329 + Penalty 11807.696474 = -3988782.521854
  nChanged 56
		SP:Iteration 17Q (39331.310000 sec): 3 clusters
  Score: Raw -4000607.517231 + Penalty 11807.696474 = -3988799.820757
  nChanged 38
		SP:Iteration 18Q (39331.420000 sec): 3 clusters
  Score: Raw -4000621.216466 + Penalty 11807.696474 = -3988813.519991
  nChanged 50
		SP:Iteration 19Q (39331.530000 sec): 3 clusters
  Score: Raw -4000637.717683 + Penalty 11807.696474 = -3988830.021209
  nChanged 45
		SP:Iteration 20F (39331.640000 sec): 3 clusters
  Score: Raw -4000652.729534 + Penalty 11807.696474 = -3988845.033060
  nChanged 35
		SP:Iteration 21Q (39331.750000 sec): 3 clusters
  Score: Raw -4000664.498526 + Penalty 11807.696474 = -3988856.802052
  nChanged 37
		SP:Iteration 22Q (39331.860000 sec): 3 clusters
  Score: Raw -4000675.007947 + Penalty 11807.696474 = -3988867.311473
  nChanged 27
		SP:Iteration 23Q (39331.960000 sec): 3 clusters
  Score: Raw -4000682.380058 + Penalty 11807.696474 = -3988874.683584
  nChanged 25
		SP:Iteration 24Q (39332.070000 sec): 3 clusters
  Score: Raw -4000690.181080 + Penalty 11807.696474 = -3988882.484606
  nChanged 17
		SP:Iteration 25Q (39332.180000 sec): 3 clusters
  Score: Raw -4000695.269740 + Penalty 11807.696474 = -3988887.573265
  nChanged 17
		SP:Iteration 26Q (39332.290000 sec): 3 clusters
  Score: Raw -4000699.745404 + Penalty 11807.696474 = -3988892.048929
  nChanged 15
		SP:Iteration 27Q (39332.400000 sec): 3 clusters
  Score: Raw -4000703.158969 + Penalty 11807.696474 = -3988895.462495
  nChanged 11
		SP:Iteration 28Q (39332.500000 sec): 3 clusters
  Score: Raw -4000705.650589 + Penalty 11807.696474 = -3988897.954115
  nChanged 7
		SP:Iteration 29Q (39332.610000 sec): 3 clusters
  Score: Raw -4000707.593312 + Penalty 11807.696474 = -3988899.896838
  nChanged 4
		SP:Iteration 30Q (39332.710000 sec): 3 clusters
  Score: Raw -4000708.665482 + Penalty 11807.696474 = -3988900.969007
  nChanged 5
		SP:Iteration 31Q (39332.820000 sec): 3 clusters
  Score: Raw -4000709.825541 + Penalty 11807.696474 = -3988902.129066
  nChanged 4
		SP:Iteration 32Q (39332.920000 sec): 3 clusters
  Score: Raw -4000710.671671 + Penalty 11807.696474 = -3988902.975197
  nChanged 3
		SP:Iteration 33Q (39333.030000 sec): 3 clusters
  Score: Raw -4000711.166194 + Penalty 11807.696474 = -3988903.469719
  nChanged 2
		SP:Iteration 34Q (39333.140000 sec): 3 clusters
  Score: Raw -4000711.564293 + Penalty 11807.696474 = -3988903.867818
  nChanged 4
		SP:Iteration 35Q (39333.240000 sec): 3 clusters
  Score: Raw -4000712.325596 + Penalty 11807.696474 = -3988904.629122
  nChanged 4
		SP:Iteration 36Q (39333.350000 sec): 3 clusters
  Score: Raw -4000713.023856 + Penalty 11807.696474 = -3988905.327382
  nChanged 1
		SP:Iteration 37Q (39333.450000 sec): 3 clusters
  Score: Raw -4000713.516280 + Penalty 11807.696474 = -3988905.819805
  nChanged 2
		SP:Iteration 38Q (39333.560000 sec): 3 clusters
  Score: Raw -4000713.856838 + Penalty 11807.696474 = -3988906.160364
  nChanged 0
		SP:Iteration 39F (39333.680000 sec): 3 clusters
  Score: Raw -4000713.856838 + Penalty 11807.696474 = -3988906.160364
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39335.090000 sec): 2 clusters
  Score: Raw -57606484.774671 + Penalty 7523.026272 = -57598961.748398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39336.740000 sec): 3 clusters
  Score: Raw -57468991.580835 + Penalty 15046.052545 = -57453945.528290
  nChanged 101761
		SP:Iteration 1F (39338.390000 sec): 3 clusters
  Score: Raw -57526920.193160 + Penalty 15046.052545 = -57511874.140615
  nChanged 6733
		SP:Iteration 2Q (39340.040000 sec): 3 clusters
  Score: Raw -57528518.861188 + Penalty 15046.052545 = -57513472.808643
  nChanged 7214
		SP:Iteration 3Q (39341.700000 sec): 3 clusters
  Score: Raw -57530589.906010 + Penalty 15046.052545 = -57515543.853466
  nChanged 8622
		SP:Iteration 4Q (39343.360000 sec): 3 clusters
  Score: Raw -57533831.104350 + Penalty 15046.052545 = -57518785.051805
  nChanged 10840
		SP:Iteration 5F (39345.010000 sec): 3 clusters
  Score: Raw -57539243.051530 + Penalty 15046.052545 = -57524196.998985
  nChanged 13851
		SP:Iteration 6F (39346.660000 sec): 3 clusters
  Score: Raw -57547844.459497 + Penalty 15046.052545 = -57532798.406952
  nChanged 15993
		SP:Iteration 7F (39348.310000 sec): 3 clusters
  Score: Raw -57559618.528831 + Penalty 15046.052545 = -57544572.476286
  nChanged 16228
		SP:Iteration 8F (39349.960000 sec): 3 clusters
  Score: Raw -57573215.017081 + Penalty 15046.052545 = -57558168.964536
  nChanged 13894
		SP:Iteration 9F (39351.600000 sec): 3 clusters
  Score: Raw -57585432.414542 + Penalty 15046.052545 = -57570386.361997
  nChanged 10049
		SP:Iteration 10Q (39353.220000 sec): 3 clusters
  Score: Raw -57593836.461984 + Penalty 15046.052545 = -57578790.409439
  nChanged 6702
		SP:Iteration 11Q (39354.770000 sec): 3 clusters
  Score: Raw -57598726.138947 + Penalty 15046.052545 = -57583680.086402
  nChanged 4486
		SP:Iteration 12Q (39356.230000 sec): 3 clusters
  Score: Raw -57601585.955878 + Penalty 15046.052545 = -57586539.903333
  nChanged 3159
		SP:Iteration 13Q (39357.640000 sec): 3 clusters
  Score: Raw -57603347.847547 + Penalty 15046.052545 = -57588301.795002
  nChanged 2350
		SP:Iteration 14Q (39359.010000 sec): 3 clusters
  Score: Raw -57604553.231480 + Penalty 15046.052545 = -57589507.178936
  nChanged 1778
		SP:Iteration 15Q (39360.330000 sec): 3 clusters
  Score: Raw -57605436.092816 + Penalty 15046.052545 = -57590390.040271
  nChanged 1415
		SP:Iteration 16Q (39361.630000 sec): 3 clusters
  Score: Raw -57606148.350213 + Penalty 15046.052545 = -57591102.297668
  nChanged 1083
		SP:Iteration 17Q (39362.910000 sec): 3 clusters
  Score: Raw -57606828.023973 + Penalty 15046.052545 = -57591781.971428
  nChanged 839
		SP:Iteration 18Q (39364.140000 sec): 3 clusters
  Score: Raw -57607581.073558 + Penalty 15046.052545 = -57592535.021013
  nChanged 687
		SP:Iteration 19Q (39365.350000 sec): 3 clusters
  Score: Raw -57608656.820477 + Penalty 15046.052545 = -57593610.767932
  nChanged 588
		SP:Iteration 20F (39366.990000 sec): 3 clusters
  Score: Raw -57609970.525586 + Penalty 15046.052545 = -57594924.473041
  nChanged 630
		SP:Iteration 21Q (39368.140000 sec): 3 clusters
  Score: Raw -57610606.419012 + Penalty 15046.052545 = -57595560.366468
  nChanged 558
		SP:Iteration 22Q (39369.270000 sec): 3 clusters
  Score: Raw -57610859.331674 + Penalty 15046.052545 = -57595813.279129
  nChanged 377
		SP:Iteration 23Q (39370.410000 sec): 3 clusters
  Score: Raw -57610982.152414 + Penalty 15046.052545 = -57595936.099869
  nChanged 270
		SP:Iteration 24Q (39371.530000 sec): 3 clusters
  Score: Raw -57611061.823591 + Penalty 15046.052545 = -57596015.771046
  nChanged 210
		SP:Iteration 25Q (39372.660000 sec): 3 clusters
  Score: Raw -57611110.560900 + Penalty 15046.052545 = -57596064.508355
  nChanged 133
		SP:Iteration 26Q (39373.790000 sec): 3 clusters
  Score: Raw -57611139.254565 + Penalty 15046.052545 = -57596093.202020
  nChanged 111
		SP:Iteration 27Q (39374.920000 sec): 3 clusters
  Score: Raw -57611164.015607 + Penalty 15046.052545 = -57596117.963063
  nChanged 92
		SP:Iteration 28Q (39376.070000 sec): 3 clusters
  Score: Raw -57611180.862837 + Penalty 15046.052545 = -57596134.810293
  nChanged 55
		SP:Iteration 29Q (39377.210000 sec): 3 clusters
  Score: Raw -57611189.493898 + Penalty 15046.052545 = -57596143.441353
  nChanged 48
		SP:Iteration 30Q (39378.350000 sec): 3 clusters
  Score: Raw -57611197.107718 + Penalty 15046.052545 = -57596151.055173
  nChanged 39
		SP:Iteration 31Q (39379.490000 sec): 3 clusters
  Score: Raw -57611202.595656 + Penalty 15046.052545 = -57596156.543112
  nChanged 29
		SP:Iteration 32Q (39380.620000 sec): 3 clusters
  Score: Raw -57611206.444632 + Penalty 15046.052545 = -57596160.392087
  nChanged 21
		SP:Iteration 33Q (39381.770000 sec): 3 clusters
  Score: Raw -57611209.243541 + Penalty 15046.052545 = -57596163.190996
  nChanged 14
		SP:Iteration 34Q (39382.910000 sec): 3 clusters
  Score: Raw -57611211.212724 + Penalty 15046.052545 = -57596165.160180
  nChanged 13
		SP:Iteration 35Q (39384.040000 sec): 3 clusters
  Score: Raw -57611212.794392 + Penalty 15046.052545 = -57596166.741847
  nChanged 10
		SP:Iteration 36Q (39385.180000 sec): 3 clusters
  Score: Raw -57611213.928898 + Penalty 15046.052545 = -57596167.876353
  nChanged 8
		SP:Iteration 37Q (39386.310000 sec): 3 clusters
  Score: Raw -57611214.923859 + Penalty 15046.052545 = -57596168.871315
  nChanged 4
		SP:Iteration 38Q (39387.450000 sec): 3 clusters
  Score: Raw -57611215.319325 + Penalty 15046.052545 = -57596169.266780
  nChanged 3
		SP:Iteration 39Q (39388.580000 sec): 3 clusters
  Score: Raw -57611215.823445 + Penalty 15046.052545 = -57596169.770900
  nChanged 7
		SP:Iteration 40F (39390.240000 sec): 3 clusters
  Score: Raw -57611216.734863 + Penalty 15046.052545 = -57596170.682319
  nChanged 6
		SP:Iteration 41Q (39391.380000 sec): 3 clusters
  Score: Raw -57611217.408174 + Penalty 15046.052545 = -57596171.355629
  nChanged 2
		SP:Iteration 42Q (39392.520000 sec): 3 clusters
  Score: Raw -57611217.615866 + Penalty 15046.052545 = -57596171.563321
  nChanged 1
		SP:Iteration 43Q (39393.650000 sec): 3 clusters
  Score: Raw -57611217.671855 + Penalty 15046.052545 = -57596171.619310
  nChanged 3
		SP:Iteration 44Q (39394.790000 sec): 3 clusters
  Score: Raw -57611218.002778 + Penalty 15046.052545 = -57596171.950233
  nChanged 2
		SP:Iteration 45Q (39395.920000 sec): 3 clusters
  Score: Raw -57611218.220934 + Penalty 15046.052545 = -57596172.168390
  nChanged 0
		SP:Iteration 46F (39397.560000 sec): 3 clusters
  Score: Raw -57611218.220934 + Penalty 15046.052545 = -57596172.168390
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39397.770000 sec): 2 clusters
  Score: Raw -3146857.980690 + Penalty 5767.132911 = -3141090.847779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39397.860000 sec): 3 clusters
  Score: Raw -3140926.248162 + Penalty 11534.265822 = -3129391.982340
  nChanged 4665
		SP:Iteration 1F (39397.960000 sec): 3 clusters
  Score: Raw -3143648.139922 + Penalty 11534.265822 = -3132113.874100
  nChanged 1072
		SP:Iteration 2F (39398.050000 sec): 3 clusters
  Score: Raw -3144409.052090 + Penalty 11534.265822 = -3132874.786267
  nChanged 761
		SP:Iteration 3F (39398.140000 sec): 3 clusters
  Score: Raw -3145024.469451 + Penalty 11534.265822 = -3133490.203629
  nChanged 710
		SP:Iteration 4F (39398.240000 sec): 3 clusters
  Score: Raw -3145623.179650 + Penalty 11534.265822 = -3134088.913828
  nChanged 626
		SP:Iteration 5F (39398.330000 sec): 3 clusters
  Score: Raw -3146166.299652 + Penalty 11534.265822 = -3134632.033830
  nChanged 566
		SP:Iteration 6Q (39398.420000 sec): 3 clusters
  Score: Raw -3146601.177191 + Penalty 11534.265822 = -3135066.911369
  nChanged 516
		SP:Iteration 7Q (39398.510000 sec): 3 clusters
  Score: Raw -3147011.468715 + Penalty 11534.265822 = -3135477.202893
  nChanged 464
		SP:Iteration 8Q (39398.600000 sec): 3 clusters
  Score: Raw -3147365.639547 + Penalty 11534.265822 = -3135831.373725
  nChanged 434
		SP:Iteration 9Q (39398.690000 sec): 3 clusters
  Score: Raw -3147697.522813 + Penalty 11534.265822 = -3136163.256991
  nChanged 399
		SP:Iteration 10Q (39398.780000 sec): 3 clusters
  Score: Raw -3148042.759139 + Penalty 11534.265822 = -3136508.493317
  nChanged 407
		SP:Iteration 11Q (39398.870000 sec): 3 clusters
  Score: Raw -3148481.102572 + Penalty 11534.265822 = -3136946.836750
  nChanged 407
		SP:Iteration 12Q (39398.960000 sec): 3 clusters
  Score: Raw -3148955.544755 + Penalty 11534.265822 = -3137421.278933
  nChanged 377
		SP:Iteration 13Q (39399.050000 sec): 3 clusters
  Score: Raw -3149467.430502 + Penalty 11534.265822 = -3137933.164680
  nChanged 355
		SP:Iteration 14Q (39399.140000 sec): 3 clusters
  Score: Raw -3149966.870939 + Penalty 11534.265822 = -3138432.605117
  nChanged 308
		SP:Iteration 15Q (39399.220000 sec): 3 clusters
  Score: Raw -3150286.729203 + Penalty 11534.265822 = -3138752.463381
  nChanged 210
		SP:Iteration 16Q (39399.300000 sec): 3 clusters
  Score: Raw -3150470.422586 + Penalty 11534.265822 = -3138936.156764
  nChanged 171
		SP:Iteration 17Q (39399.390000 sec): 3 clusters
  Score: Raw -3150644.668905 + Penalty 11534.265822 = -3139110.403083
  nChanged 149
		SP:Iteration 18Q (39399.470000 sec): 3 clusters
  Score: Raw -3150815.547625 + Penalty 11534.265822 = -3139281.281803
  nChanged 139
		SP:Iteration 19Q (39399.550000 sec): 3 clusters
  Score: Raw -3150952.205315 + Penalty 11534.265822 = -3139417.939493
  nChanged 114
		SP:Iteration 20F (39399.640000 sec): 3 clusters
  Score: Raw -3151047.640723 + Penalty 11534.265822 = -3139513.374901
  nChanged 94
		SP:Iteration 21Q (39399.720000 sec): 3 clusters
  Score: Raw -3151105.084360 + Penalty 11534.265822 = -3139570.818537
  nChanged 57
		SP:Iteration 22Q (39399.800000 sec): 3 clusters
  Score: Raw -3151137.972116 + Penalty 11534.265822 = -3139603.706294
  nChanged 48
		SP:Iteration 23Q (39399.880000 sec): 3 clusters
  Score: Raw -3151160.553345 + Penalty 11534.265822 = -3139626.287523
  nChanged 35
		SP:Iteration 24Q (39399.960000 sec): 3 clusters
  Score: Raw -3151178.785946 + Penalty 11534.265822 = -3139644.520123
  nChanged 30
		SP:Iteration 25Q (39400.030000 sec): 3 clusters
  Score: Raw -3151197.871472 + Penalty 11534.265822 = -3139663.605650
  nChanged 29
		SP:Iteration 26Q (39400.110000 sec): 3 clusters
  Score: Raw -3151206.231888 + Penalty 11534.265822 = -3139671.966066
  nChanged 15
		SP:Iteration 27Q (39400.190000 sec): 3 clusters
  Score: Raw -3151211.984743 + Penalty 11534.265822 = -3139677.718921
  nChanged 21
		SP:Iteration 28Q (39400.260000 sec): 3 clusters
  Score: Raw -3151219.083578 + Penalty 11534.265822 = -3139684.817756
  nChanged 16
		SP:Iteration 29Q (39400.340000 sec): 3 clusters
  Score: Raw -3151225.501968 + Penalty 11534.265822 = -3139691.236146
  nChanged 10
		SP:Iteration 30Q (39400.420000 sec): 3 clusters
  Score: Raw -3151228.102414 + Penalty 11534.265822 = -3139693.836592
  nChanged 5
		SP:Iteration 31Q (39400.500000 sec): 3 clusters
  Score: Raw -3151229.217348 + Penalty 11534.265822 = -3139694.951526
  nChanged 3
		SP:Iteration 32Q (39400.570000 sec): 3 clusters
  Score: Raw -3151230.178564 + Penalty 11534.265822 = -3139695.912742
  nChanged 5
		SP:Iteration 33Q (39400.650000 sec): 3 clusters
  Score: Raw -3151231.865426 + Penalty 11534.265822 = -3139697.599604
  nChanged 5
		SP:Iteration 34Q (39400.720000 sec): 3 clusters
  Score: Raw -3151233.713293 + Penalty 11534.265822 = -3139699.447471
  nChanged 6
		SP:Iteration 35Q (39400.800000 sec): 3 clusters
  Score: Raw -3151234.956046 + Penalty 11534.265822 = -3139700.690224
  nChanged 6
		SP:Iteration 36Q (39400.880000 sec): 3 clusters
  Score: Raw -3151236.069259 + Penalty 11534.265822 = -3139701.803437
  nChanged 2
		SP:Iteration 37Q (39400.950000 sec): 3 clusters
  Score: Raw -3151236.552004 + Penalty 11534.265822 = -3139702.286181
  nChanged 1
		SP:Iteration 38Q (39401.030000 sec): 3 clusters
  Score: Raw -3151236.728370 + Penalty 11534.265822 = -3139702.462548
  nChanged 0
		SP:Iteration 39F (39401.120000 sec): 3 clusters
  Score: Raw -3151236.728370 + Penalty 11534.265822 = -3139702.462548
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (20842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39401.260000 sec): 2 clusters
  Score: Raw -5554410.322397 + Penalty 6091.144345 = -5548319.178052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39401.420000 sec): 3 clusters
  Score: Raw -5543426.345665 + Penalty 12182.288689 = -5531244.056976
  nChanged 8453
		SP:Iteration 1F (39401.580000 sec): 3 clusters
  Score: Raw -5548043.784821 + Penalty 12182.288689 = -5535861.496132
  nChanged 1540
		SP:Iteration 2F (39401.730000 sec): 3 clusters
  Score: Raw -5548939.691188 + Penalty 12182.288689 = -5536757.402499
  nChanged 1299
		SP:Iteration 3F (39401.890000 sec): 3 clusters
  Score: Raw -5549880.567777 + Penalty 12182.288689 = -5537698.279088
  nChanged 1279
		SP:Iteration 4F (39402.050000 sec): 3 clusters
  Score: Raw -5550830.120280 + Penalty 12182.288689 = -5538647.831590
  nChanged 1325
		SP:Iteration 5F (39402.210000 sec): 3 clusters
  Score: Raw -5551987.485244 + Penalty 12182.288689 = -5539805.196555
  nChanged 1402
		SP:Iteration 6F (39402.360000 sec): 3 clusters
  Score: Raw -5553262.566162 + Penalty 12182.288689 = -5541080.277472
  nChanged 1358
		SP:Iteration 7F (39402.520000 sec): 3 clusters
  Score: Raw -5554567.376486 + Penalty 12182.288689 = -5542385.087797
  nChanged 1191
		SP:Iteration 8F (39402.680000 sec): 3 clusters
  Score: Raw -5555631.485618 + Penalty 12182.288689 = -5543449.196929
  nChanged 919
		SP:Iteration 9Q (39402.840000 sec): 3 clusters
  Score: Raw -5556241.669869 + Penalty 12182.288689 = -5544059.381180
  nChanged 621
		SP:Iteration 10Q (39402.990000 sec): 3 clusters
  Score: Raw -5556542.014952 + Penalty 12182.288689 = -5544359.726263
  nChanged 386
		SP:Iteration 11Q (39403.140000 sec): 3 clusters
  Score: Raw -5556689.987820 + Penalty 12182.288689 = -5544507.699130
  nChanged 255
		SP:Iteration 12Q (39403.300000 sec): 3 clusters
  Score: Raw -5556771.952113 + Penalty 12182.288689 = -5544589.663424
  nChanged 164
		SP:Iteration 13Q (39403.450000 sec): 3 clusters
  Score: Raw -5556815.476210 + Penalty 12182.288689 = -5544633.187521
  nChanged 101
		SP:Iteration 14Q (39403.600000 sec): 3 clusters
  Score: Raw -5556839.647966 + Penalty 12182.288689 = -5544657.359277
  nChanged 80
		SP:Iteration 15Q (39403.750000 sec): 3 clusters
  Score: Raw -5556856.790579 + Penalty 12182.288689 = -5544674.501890
  nChanged 59
		SP:Iteration 16Q (39403.910000 sec): 3 clusters
  Score: Raw -5556869.282382 + Penalty 12182.288689 = -5544686.993693
  nChanged 49
		SP:Iteration 17Q (39404.060000 sec): 3 clusters
  Score: Raw -5556879.304105 + Penalty 12182.288689 = -5544697.015416
  nChanged 41
		SP:Iteration 18Q (39404.210000 sec): 3 clusters
  Score: Raw -5556888.376122 + Penalty 12182.288689 = -5544706.087433
  nChanged 21
		SP:Iteration 19Q (39404.370000 sec): 3 clusters
  Score: Raw -5556892.767166 + Penalty 12182.288689 = -5544710.478477
  nChanged 26
		SP:Iteration 20F (39404.520000 sec): 3 clusters
  Score: Raw -5556898.172581 + Penalty 12182.288689 = -5544715.883891
  nChanged 28
		SP:Iteration 21Q (39404.680000 sec): 3 clusters
  Score: Raw -5556902.737133 + Penalty 12182.288689 = -5544720.448444
  nChanged 16
		SP:Iteration 22Q (39404.830000 sec): 3 clusters
  Score: Raw -5556906.369011 + Penalty 12182.288689 = -5544724.080322
  nChanged 15
		SP:Iteration 23Q (39404.980000 sec): 3 clusters
  Score: Raw -5556909.638715 + Penalty 12182.288689 = -5544727.350026
  nChanged 14
		SP:Iteration 24Q (39405.140000 sec): 3 clusters
  Score: Raw -5556911.732312 + Penalty 12182.288689 = -5544729.443623
  nChanged 13
		SP:Iteration 25Q (39405.290000 sec): 3 clusters
  Score: Raw -5556913.980286 + Penalty 12182.288689 = -5544731.691597
  nChanged 10
		SP:Iteration 26Q (39405.450000 sec): 3 clusters
  Score: Raw -5556915.407183 + Penalty 12182.288689 = -5544733.118494
  nChanged 6
		SP:Iteration 27Q (39405.600000 sec): 3 clusters
  Score: Raw -5556916.152324 + Penalty 12182.288689 = -5544733.863635
  nChanged 3
		SP:Iteration 28Q (39405.750000 sec): 3 clusters
  Score: Raw -5556916.608777 + Penalty 12182.288689 = -5544734.320088
  nChanged 2
		SP:Iteration 29Q (39405.910000 sec): 3 clusters
  Score: Raw -5556916.837142 + Penalty 12182.288689 = -5544734.548453
  nChanged 1
		SP:Iteration 30Q (39406.060000 sec): 3 clusters
  Score: Raw -5556916.901862 + Penalty 12182.288689 = -5544734.613173
  nChanged 0
		SP:Iteration 31F (39406.220000 sec): 3 clusters
  Score: Raw -5556916.901862 + Penalty 12182.288689 = -5544734.613173
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39406.270000 sec): 2 clusters
  Score: Raw -1481645.162349 + Penalty 5299.609174 = -1476345.553175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39406.310000 sec): 3 clusters
  Score: Raw -1479475.409299 + Penalty 10599.218347 = -1468876.190952
  nChanged 1826
		SP:Iteration 1F (39406.360000 sec): 3 clusters
  Score: Raw -1480793.517073 + Penalty 10599.218347 = -1470194.298725
  nChanged 450
		SP:Iteration 2F (39406.400000 sec): 3 clusters
  Score: Raw -1481188.107833 + Penalty 10599.218347 = -1470588.889486
  nChanged 282
		SP:Iteration 3Q (39406.440000 sec): 3 clusters
  Score: Raw -1481421.766341 + Penalty 10599.218347 = -1470822.547993
  nChanged 191
		SP:Iteration 4Q (39406.490000 sec): 3 clusters
  Score: Raw -1481569.431395 + Penalty 10599.218347 = -1470970.213048
  nChanged 148
		SP:Iteration 5Q (39406.530000 sec): 3 clusters
  Score: Raw -1481678.038171 + Penalty 10599.218347 = -1471078.819824
  nChanged 123
		SP:Iteration 6Q (39406.570000 sec): 3 clusters
  Score: Raw -1481780.708079 + Penalty 10599.218347 = -1471181.489732
  nChanged 104
		SP:Iteration 7Q (39406.610000 sec): 3 clusters
  Score: Raw -1481864.982066 + Penalty 10599.218347 = -1471265.763719
  nChanged 115
		SP:Iteration 8Q (39406.660000 sec): 3 clusters
  Score: Raw -1481956.654115 + Penalty 10599.218347 = -1471357.435768
  nChanged 98
		SP:Iteration 9Q (39406.700000 sec): 3 clusters
  Score: Raw -1482035.021736 + Penalty 10599.218347 = -1471435.803389
  nChanged 119
		SP:Iteration 10Q (39406.740000 sec): 3 clusters
  Score: Raw -1482141.772410 + Penalty 10599.218347 = -1471542.554063
  nChanged 113
		SP:Iteration 11Q (39406.780000 sec): 3 clusters
  Score: Raw -1482250.069917 + Penalty 10599.218347 = -1471650.851570
  nChanged 115
		SP:Iteration 12Q (39406.820000 sec): 3 clusters
  Score: Raw -1482370.890705 + Penalty 10599.218347 = -1471771.672358
  nChanged 126
		SP:Iteration 13Q (39406.860000 sec): 3 clusters
  Score: Raw -1482492.909408 + Penalty 10599.218347 = -1471893.691061
  nChanged 120
		SP:Iteration 14Q (39406.900000 sec): 3 clusters
  Score: Raw -1482629.697811 + Penalty 10599.218347 = -1472030.479463
  nChanged 134
		SP:Iteration 15Q (39406.940000 sec): 3 clusters
  Score: Raw -1482785.685497 + Penalty 10599.218347 = -1472186.467150
  nChanged 148
		SP:Iteration 16Q (39406.980000 sec): 3 clusters
  Score: Raw -1482976.223631 + Penalty 10599.218347 = -1472377.005284
  nChanged 156
		SP:Iteration 17Q (39407.020000 sec): 3 clusters
  Score: Raw -1483181.099135 + Penalty 10599.218347 = -1472581.880787
  nChanged 155
		SP:Iteration 18Q (39407.060000 sec): 3 clusters
  Score: Raw -1483379.629706 + Penalty 10599.218347 = -1472780.411358
  nChanged 148
		SP:Iteration 19Q (39407.100000 sec): 3 clusters
  Score: Raw -1483566.043329 + Penalty 10599.218347 = -1472966.824981
  nChanged 154
		SP:Iteration 20F (39407.140000 sec): 3 clusters
  Score: Raw -1483762.461490 + Penalty 10599.218347 = -1473163.243142
  nChanged 135
		SP:Iteration 21Q (39407.180000 sec): 3 clusters
  Score: Raw -1483941.993464 + Penalty 10599.218347 = -1473342.775117
  nChanged 127
		SP:Iteration 22Q (39407.220000 sec): 3 clusters
  Score: Raw -1484129.366044 + Penalty 10599.218347 = -1473530.147697
  nChanged 139
		SP:Iteration 23Q (39407.260000 sec): 3 clusters
  Score: Raw -1484338.750625 + Penalty 10599.218347 = -1473739.532278
  nChanged 123
		SP:Iteration 24Q (39407.290000 sec): 3 clusters
  Score: Raw -1484551.296841 + Penalty 10599.218347 = -1473952.078494
  nChanged 128
		SP:Iteration 25Q (39407.330000 sec): 3 clusters
  Score: Raw -1484821.806349 + Penalty 10599.218347 = -1474222.588002
  nChanged 136
		SP:Iteration 26Q (39407.360000 sec): 3 clusters
  Score: Raw -1485125.892773 + Penalty 10599.218347 = -1474526.674426
  nChanged 117
		SP:Iteration 27Q (39407.400000 sec): 3 clusters
  Score: Raw -1485361.052826 + Penalty 10599.218347 = -1474761.834479
  nChanged 90
		SP:Iteration 28Q (39407.430000 sec): 3 clusters
  Score: Raw -1485502.913667 + Penalty 10599.218347 = -1474903.695319
  nChanged 60
		SP:Iteration 29Q (39407.460000 sec): 3 clusters
  Score: Raw -1485591.025576 + Penalty 10599.218347 = -1474991.807228
  nChanged 38
		SP:Iteration 30Q (39407.490000 sec): 3 clusters
  Score: Raw -1485625.266012 + Penalty 10599.218347 = -1475026.047665
  nChanged 16
		SP:Iteration 31Q (39407.520000 sec): 3 clusters
  Score: Raw -1485640.270520 + Penalty 10599.218347 = -1475041.052173
  nChanged 12
		SP:Iteration 32Q (39407.560000 sec): 3 clusters
  Score: Raw -1485648.001099 + Penalty 10599.218347 = -1475048.782752
  nChanged 7
		SP:Iteration 33Q (39407.590000 sec): 3 clusters
  Score: Raw -1485654.570337 + Penalty 10599.218347 = -1475055.351990
  nChanged 7
		SP:Iteration 34Q (39407.620000 sec): 3 clusters
  Score: Raw -1485662.754526 + Penalty 10599.218347 = -1475063.536179
  nChanged 11
		SP:Iteration 35Q (39407.650000 sec): 3 clusters
  Score: Raw -1485670.825568 + Penalty 10599.218347 = -1475071.607220
  nChanged 9
		SP:Iteration 36Q (39407.680000 sec): 3 clusters
  Score: Raw -1485678.377653 + Penalty 10599.218347 = -1475079.159306
  nChanged 8
		SP:Iteration 37Q (39407.720000 sec): 3 clusters
  Score: Raw -1485683.107697 + Penalty 10599.218347 = -1475083.889350
  nChanged 4
		SP:Iteration 38Q (39407.750000 sec): 3 clusters
  Score: Raw -1485686.389945 + Penalty 10599.218347 = -1475087.171598
  nChanged 3
		SP:Iteration 39Q (39407.780000 sec): 3 clusters
  Score: Raw -1485688.546365 + Penalty 10599.218347 = -1475089.328018
  nChanged 1
		SP:Iteration 40F (39407.820000 sec): 3 clusters
  Score: Raw -1485689.147787 + Penalty 10599.218347 = -1475089.929439
  nChanged 1
		SP:Iteration 41Q (39407.850000 sec): 3 clusters
  Score: Raw -1485690.241347 + Penalty 10599.218347 = -1475091.023000
  nChanged 3
		SP:Iteration 42Q (39407.880000 sec): 3 clusters
  Score: Raw -1485692.885185 + Penalty 10599.218347 = -1475093.666838
  nChanged 1
		SP:Iteration 43Q (39407.920000 sec): 3 clusters
  Score: Raw -1485693.499517 + Penalty 10599.218347 = -1475094.281170
  nChanged 2
		SP:Iteration 44Q (39407.950000 sec): 3 clusters
  Score: Raw -1485694.962484 + Penalty 10599.218347 = -1475095.744137
  nChanged 1
		SP:Iteration 45Q (39407.980000 sec): 3 clusters
  Score: Raw -1485695.557414 + Penalty 10599.218347 = -1475096.339067
  nChanged 0
		SP:Iteration 46F (39408.020000 sec): 3 clusters
  Score: Raw -1485695.557414 + Penalty 10599.218347 = -1475096.339067
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39408.040000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39408.050000 sec): 3 clusters
  Score: Raw -406661.830473 + Penalty 8995.697131 = -397666.133343
  nChanged 350
		SP:Iteration 1F (39408.060000 sec): 3 clusters
  Score: Raw -407301.211774 + Penalty 8995.697131 = -398305.514644
  nChanged 87
		SP:Iteration 2F (39408.080000 sec): 3 clusters
  Score: Raw -407512.392482 + Penalty 8995.697131 = -398516.695352
  nChanged 42
		SP:Iteration 3Q (39408.090000 sec): 3 clusters
  Score: Raw -407642.069530 + Penalty 8995.697131 = -398646.372399
  nChanged 36
		SP:Iteration 4Q (39408.100000 sec): 3 clusters
  Score: Raw -407719.725193 + Penalty 8995.697131 = -398724.028062
  nChanged 25
		SP:Iteration 5Q (39408.110000 sec): 3 clusters
  Score: Raw -407801.978610 + Penalty 8995.697131 = -398806.281479
  nChanged 23
		SP:Iteration 6Q (39408.120000 sec): 3 clusters
  Score: Raw -407901.052200 + Penalty 8995.697131 = -398905.355069
  nChanged 16
		SP:Iteration 7Q (39408.130000 sec): 3 clusters
  Score: Raw -407961.493148 + Penalty 8995.697131 = -398965.796017
  nChanged 15
		SP:Iteration 8Q (39408.140000 sec): 3 clusters
  Score: Raw -407986.402366 + Penalty 8995.697131 = -398990.705236
  nChanged 10
		SP:Iteration 9Q (39408.150000 sec): 3 clusters
  Score: Raw -408010.465307 + Penalty 8995.697131 = -399014.768177
  nChanged 10
		SP:Iteration 10Q (39408.160000 sec): 3 clusters
  Score: Raw -408044.850775 + Penalty 8995.697131 = -399049.153645
  nChanged 14
		SP:Iteration 11Q (39408.170000 sec): 3 clusters
  Score: Raw -408069.705194 + Penalty 8995.697131 = -399074.008063
  nChanged 9
		SP:Iteration 12Q (39408.180000 sec): 3 clusters
  Score: Raw -408087.138603 + Penalty 8995.697131 = -399091.441472
  nChanged 8
		SP:Iteration 13Q (39408.190000 sec): 3 clusters
  Score: Raw -408101.385155 + Penalty 8995.697131 = -399105.688025
  nChanged 7
		SP:Iteration 14Q (39408.200000 sec): 3 clusters
  Score: Raw -408112.757238 + Penalty 8995.697131 = -399117.060107
  nChanged 6
		SP:Iteration 15Q (39408.210000 sec): 3 clusters
  Score: Raw -408129.149664 + Penalty 8995.697131 = -399133.452533
  nChanged 12
		SP:Iteration 16Q (39408.220000 sec): 3 clusters
  Score: Raw -408158.191618 + Penalty 8995.697131 = -399162.494488
  nChanged 10
		SP:Iteration 17Q (39408.230000 sec): 3 clusters
  Score: Raw -408174.226084 + Penalty 8995.697131 = -399178.528954
  nChanged 3
		SP:Iteration 18Q (39408.240000 sec): 3 clusters
  Score: Raw -408179.056042 + Penalty 8995.697131 = -399183.358911
  nChanged 1
		SP:Iteration 19Q (39408.260000 sec): 3 clusters
  Score: Raw -408180.904095 + Penalty 8995.697131 = -399185.206964
  nChanged 2
		SP:Iteration 20F (39408.270000 sec): 3 clusters
  Score: Raw -408183.558933 + Penalty 8995.697131 = -399187.861802
  nChanged 1
		SP:Iteration 21Q (39408.280000 sec): 3 clusters
  Score: Raw -408185.423395 + Penalty 8995.697131 = -399189.726265
  nChanged 0
		SP:Iteration 22F (39408.290000 sec): 3 clusters
  Score: Raw -408185.423395 + Penalty 8995.697131 = -399189.726265
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (68273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39408.750000 sec): 2 clusters
  Score: Raw -18121225.169693 + Penalty 6817.902662 = -18114407.267031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39409.260000 sec): 3 clusters
  Score: Raw -18080680.778217 + Penalty 13635.805324 = -18067044.972892
  nChanged 30541
		SP:Iteration 1F (39409.780000 sec): 3 clusters
  Score: Raw -18097331.549924 + Penalty 13635.805324 = -18083695.744599
  nChanged 3500
		SP:Iteration 2F (39410.300000 sec): 3 clusters
  Score: Raw -18098666.585152 + Penalty 13635.805324 = -18085030.779827
  nChanged 3328
		SP:Iteration 3Q (39410.820000 sec): 3 clusters
  Score: Raw -18100054.219365 + Penalty 13635.805324 = -18086418.414040
  nChanged 3401
		SP:Iteration 4Q (39411.340000 sec): 3 clusters
  Score: Raw -18101644.313950 + Penalty 13635.805324 = -18088008.508625
  nChanged 3679
		SP:Iteration 5F (39411.860000 sec): 3 clusters
  Score: Raw -18103611.883505 + Penalty 13635.805324 = -18089976.078181
  nChanged 3913
		SP:Iteration 6F (39412.380000 sec): 3 clusters
  Score: Raw -18105800.082667 + Penalty 13635.805324 = -18092164.277343
  nChanged 3937
		SP:Iteration 7F (39412.890000 sec): 3 clusters
  Score: Raw -18107960.785373 + Penalty 13635.805324 = -18094324.980048
  nChanged 3599
		SP:Iteration 8F (39413.400000 sec): 3 clusters
  Score: Raw -18109761.222729 + Penalty 13635.805324 = -18096125.417405
  nChanged 3070
		SP:Iteration 9Q (39413.920000 sec): 3 clusters
  Score: Raw -18111186.815418 + Penalty 13635.805324 = -18097551.010094
  nChanged 2648
		SP:Iteration 10Q (39414.440000 sec): 3 clusters
  Score: Raw -18112370.080511 + Penalty 13635.805324 = -18098734.275187
  nChanged 2291
		SP:Iteration 11Q (39414.960000 sec): 3 clusters
  Score: Raw -18113381.529718 + Penalty 13635.805324 = -18099745.724394
  nChanged 2143
		SP:Iteration 12Q (39415.480000 sec): 3 clusters
  Score: Raw -18114370.870671 + Penalty 13635.805324 = -18100735.065346
  nChanged 1948
		SP:Iteration 13Q (39415.990000 sec): 3 clusters
  Score: Raw -18115364.072795 + Penalty 13635.805324 = -18101728.267471
  nChanged 1914
		SP:Iteration 14Q (39416.500000 sec): 3 clusters
  Score: Raw -18116374.515827 + Penalty 13635.805324 = -18102738.710503
  nChanged 1793
		SP:Iteration 15Q (39417.010000 sec): 3 clusters
  Score: Raw -18117355.132141 + Penalty 13635.805324 = -18103719.326816
  nChanged 1651
		SP:Iteration 16Q (39417.510000 sec): 3 clusters
  Score: Raw -18118299.243917 + Penalty 13635.805324 = -18104663.438593
  nChanged 1436
		SP:Iteration 17Q (39418.010000 sec): 3 clusters
  Score: Raw -18119135.242003 + Penalty 13635.805324 = -18105499.436678
  nChanged 1230
		SP:Iteration 18Q (39418.490000 sec): 3 clusters
  Score: Raw -18119858.757780 + Penalty 13635.805324 = -18106222.952456
  nChanged 960
		SP:Iteration 19Q (39418.960000 sec): 3 clusters
  Score: Raw -18120403.553174 + Penalty 13635.805324 = -18106767.747850
  nChanged 778
		SP:Iteration 20F (39419.480000 sec): 3 clusters
  Score: Raw -18120834.861670 + Penalty 13635.805324 = -18107199.056345
  nChanged 629
		SP:Iteration 21Q (39419.920000 sec): 3 clusters
  Score: Raw -18121158.801869 + Penalty 13635.805324 = -18107522.996545
  nChanged 479
		SP:Iteration 22Q (39420.340000 sec): 3 clusters
  Score: Raw -18121418.328942 + Penalty 13635.805324 = -18107782.523618
  nChanged 412
		SP:Iteration 23Q (39420.770000 sec): 3 clusters
  Score: Raw -18121654.741698 + Penalty 13635.805324 = -18108018.936373
  nChanged 343
		SP:Iteration 24Q (39421.180000 sec): 3 clusters
  Score: Raw -18121844.492031 + Penalty 13635.805324 = -18108208.686707
  nChanged 254
		SP:Iteration 25Q (39421.590000 sec): 3 clusters
  Score: Raw -18121983.515523 + Penalty 13635.805324 = -18108347.710198
  nChanged 210
		SP:Iteration 26Q (39422.000000 sec): 3 clusters
  Score: Raw -18122074.700629 + Penalty 13635.805324 = -18108438.895304
  nChanged 146
		SP:Iteration 27Q (39422.400000 sec): 3 clusters
  Score: Raw -18122142.002181 + Penalty 13635.805324 = -18108506.196856
  nChanged 107
		SP:Iteration 28Q (39422.790000 sec): 3 clusters
  Score: Raw -18122193.183008 + Penalty 13635.805324 = -18108557.377683
  nChanged 97
		SP:Iteration 29Q (39423.190000 sec): 3 clusters
  Score: Raw -18122233.737749 + Penalty 13635.805324 = -18108597.932424
  nChanged 78
		SP:Iteration 30Q (39423.580000 sec): 3 clusters
  Score: Raw -18122270.057204 + Penalty 13635.805324 = -18108634.251879
  nChanged 76
		SP:Iteration 31Q (39423.970000 sec): 3 clusters
  Score: Raw -18122305.405944 + Penalty 13635.805324 = -18108669.600620
  nChanged 62
		SP:Iteration 32Q (39424.360000 sec): 3 clusters
  Score: Raw -18122332.714342 + Penalty 13635.805324 = -18108696.909018
  nChanged 59
		SP:Iteration 33Q (39424.750000 sec): 3 clusters
  Score: Raw -18122356.759337 + Penalty 13635.805324 = -18108720.954013
  nChanged 42
		SP:Iteration 34Q (39425.140000 sec): 3 clusters
  Score: Raw -18122375.090544 + Penalty 13635.805324 = -18108739.285219
  nChanged 52
		SP:Iteration 35Q (39425.520000 sec): 3 clusters
  Score: Raw -18122397.947987 + Penalty 13635.805324 = -18108762.142662
  nChanged 47
		SP:Iteration 36Q (39425.910000 sec): 3 clusters
  Score: Raw -18122419.131469 + Penalty 13635.805324 = -18108783.326144
  nChanged 28
		SP:Iteration 37Q (39426.290000 sec): 3 clusters
  Score: Raw -18122431.588409 + Penalty 13635.805324 = -18108795.783085
  nChanged 30
		SP:Iteration 38Q (39426.680000 sec): 3 clusters
  Score: Raw -18122443.073689 + Penalty 13635.805324 = -18108807.268365
  nChanged 21
		SP:Iteration 39Q (39427.060000 sec): 3 clusters
  Score: Raw -18122451.213670 + Penalty 13635.805324 = -18108815.408345
  nChanged 24
		SP:Iteration 40F (39427.570000 sec): 3 clusters
  Score: Raw -18122459.584928 + Penalty 13635.805324 = -18108823.779603
  nChanged 10
		SP:Iteration 41Q (39427.960000 sec): 3 clusters
  Score: Raw -18122462.938988 + Penalty 13635.805324 = -18108827.133663
  nChanged 9
		SP:Iteration 42Q (39428.340000 sec): 3 clusters
  Score: Raw -18122466.994485 + Penalty 13635.805324 = -18108831.189161
  nChanged 12
		SP:Iteration 43Q (39428.720000 sec): 3 clusters
  Score: Raw -18122472.256517 + Penalty 13635.805324 = -18108836.451192
  nChanged 13
		SP:Iteration 44Q (39429.110000 sec): 3 clusters
  Score: Raw -18122477.957020 + Penalty 13635.805324 = -18108842.151696
  nChanged 15
		SP:Iteration 45Q (39429.490000 sec): 3 clusters
  Score: Raw -18122483.051454 + Penalty 13635.805324 = -18108847.246129
  nChanged 12
		SP:Iteration 46Q (39429.880000 sec): 3 clusters
  Score: Raw -18122488.296700 + Penalty 13635.805324 = -18108852.491376
  nChanged 13
		SP:Iteration 47Q (39430.260000 sec): 3 clusters
  Score: Raw -18122493.005613 + Penalty 13635.805324 = -18108857.200289
  nChanged 12
		SP:Iteration 48Q (39430.640000 sec): 3 clusters
  Score: Raw -18122498.416571 + Penalty 13635.805324 = -18108862.611247
  nChanged 16
		SP:Iteration 49Q (39431.020000 sec): 3 clusters
  Score: Raw -18122505.649804 + Penalty 13635.805324 = -18108869.844479
  nChanged 12
		SP:Iteration 50Q (39431.400000 sec): 3 clusters
  Score: Raw -18122511.701377 + Penalty 13635.805324 = -18108875.896052
  nChanged 13
		SP:Iteration 51Q (39431.780000 sec): 3 clusters
  Score: Raw -18122516.276733 + Penalty 13635.805324 = -18108880.471408
  nChanged 6
		SP:Iteration 52Q (39432.150000 sec): 3 clusters
  Score: Raw -18122517.922276 + Penalty 13635.805324 = -18108882.116952
  nChanged 9
		SP:Iteration 53Q (39432.530000 sec): 3 clusters
  Score: Raw -18122522.272469 + Penalty 13635.805324 = -18108886.467144
  nChanged 10
		SP:Iteration 54Q (39432.910000 sec): 3 clusters
  Score: Raw -18122526.518963 + Penalty 13635.805324 = -18108890.713638
  nChanged 9
		SP:Iteration 55Q (39433.290000 sec): 3 clusters
  Score: Raw -18122530.319952 + Penalty 13635.805324 = -18108894.514628
  nChanged 11
		SP:Iteration 56Q (39433.670000 sec): 3 clusters
  Score: Raw -18122536.059887 + Penalty 13635.805324 = -18108900.254562
  nChanged 9
		SP:Iteration 57Q (39434.040000 sec): 3 clusters
  Score: Raw -18122540.733725 + Penalty 13635.805324 = -18108904.928400
  nChanged 17
		SP:Iteration 58Q (39434.420000 sec): 3 clusters
  Score: Raw -18122548.926102 + Penalty 13635.805324 = -18108913.120778
  nChanged 8
		SP:Iteration 59Q (39434.800000 sec): 3 clusters
  Score: Raw -18122551.743826 + Penalty 13635.805324 = -18108915.938502
  nChanged 6
		SP:Iteration 60F (39435.310000 sec): 3 clusters
  Score: Raw -18122554.165835 + Penalty 13635.805324 = -18108918.360511
  nChanged 4
		SP:Iteration 61Q (39435.690000 sec): 3 clusters
  Score: Raw -18122555.650040 + Penalty 13635.805324 = -18108919.844715
  nChanged 3
		SP:Iteration 62Q (39436.060000 sec): 3 clusters
  Score: Raw -18122557.046253 + Penalty 13635.805324 = -18108921.240928
  nChanged 4
		SP:Iteration 63Q (39436.440000 sec): 3 clusters
  Score: Raw -18122560.152537 + Penalty 13635.805324 = -18108924.347212
  nChanged 8
		SP:Iteration 64Q (39436.820000 sec): 3 clusters
  Score: Raw -18122563.142028 + Penalty 13635.805324 = -18108927.336703
  nChanged 4
		SP:Iteration 65Q (39437.200000 sec): 3 clusters
  Score: Raw -18122565.366500 + Penalty 13635.805324 = -18108929.561176
  nChanged 5
		SP:Iteration 66Q (39437.570000 sec): 3 clusters
  Score: Raw -18122567.461797 + Penalty 13635.805324 = -18108931.656473
  nChanged 8
		SP:Iteration 67Q (39437.950000 sec): 3 clusters
  Score: Raw -18122569.994351 + Penalty 13635.805324 = -18108934.189027
  nChanged 8
		SP:Iteration 68Q (39438.330000 sec): 3 clusters
  Score: Raw -18122572.598693 + Penalty 13635.805324 = -18108936.793369
  nChanged 9
		SP:Iteration 69Q (39438.700000 sec): 3 clusters
  Score: Raw -18122576.976502 + Penalty 13635.805324 = -18108941.171177
  nChanged 8
		SP:Iteration 70Q (39439.080000 sec): 3 clusters
  Score: Raw -18122580.982257 + Penalty 13635.805324 = -18108945.176932
  nChanged 10
		SP:Iteration 71Q (39439.460000 sec): 3 clusters
  Score: Raw -18122585.563630 + Penalty 13635.805324 = -18108949.758306
  nChanged 9
		SP:Iteration 72Q (39439.840000 sec): 3 clusters
  Score: Raw -18122589.243554 + Penalty 13635.805324 = -18108953.438229
  nChanged 10
		SP:Iteration 73Q (39440.210000 sec): 3 clusters
  Score: Raw -18122593.868794 + Penalty 13635.805324 = -18108958.063470
  nChanged 9
		SP:Iteration 74Q (39440.590000 sec): 3 clusters
  Score: Raw -18122598.269881 + Penalty 13635.805324 = -18108962.464556
  nChanged 9
		SP:Iteration 75Q (39440.960000 sec): 3 clusters
  Score: Raw -18122601.938125 + Penalty 13635.805324 = -18108966.132800
  nChanged 12
		SP:Iteration 76Q (39441.340000 sec): 3 clusters
  Score: Raw -18122606.422528 + Penalty 13635.805324 = -18108970.617203
  nChanged 10
		SP:Iteration 77Q (39441.720000 sec): 3 clusters
  Score: Raw -18122610.871207 + Penalty 13635.805324 = -18108975.065883
  nChanged 9
		SP:Iteration 78Q (39442.090000 sec): 3 clusters
  Score: Raw -18122615.099759 + Penalty 13635.805324 = -18108979.294435
  nChanged 6
		SP:Iteration 79Q (39442.460000 sec): 3 clusters
  Score: Raw -18122616.692798 + Penalty 13635.805324 = -18108980.887473
  nChanged 2
		SP:Iteration 80F (39442.970000 sec): 3 clusters
  Score: Raw -18122617.499893 + Penalty 13635.805324 = -18108981.694569
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39443.020000 sec): 2 clusters
  Score: Raw -129204.227801 + Penalty 3869.263371 = -125334.964431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39443.020000 sec): 3 clusters
  Score: Raw -129987.915257 + Penalty 7738.526741 = -122249.388516
  nChanged 89
		SP:Iteration 1F (39443.030000 sec): 3 clusters
  Score: Raw -130405.746439 + Penalty 7738.526741 = -122667.219698
  nChanged 37
		SP:Iteration 2F (39443.040000 sec): 3 clusters
  Score: Raw -130590.637385 + Penalty 7738.526741 = -122852.110644
  nChanged 23
		SP:Iteration 3Q (39443.040000 sec): 3 clusters
  Score: Raw -130721.400568 + Penalty 7738.526741 = -122982.873827
  nChanged 9
		SP:Iteration 4Q (39443.040000 sec): 3 clusters
  Score: Raw -130783.185367 + Penalty 7738.526741 = -123044.658626
  nChanged 2
		SP:Iteration 5Q (39443.040000 sec): 3 clusters
  Score: Raw -130787.520939 + Penalty 7738.526741 = -123048.994198
  nChanged 0
		SP:Iteration 6F (39443.050000 sec): 3 clusters
  Score: Raw -130787.520939 + Penalty 7738.526741 = -123048.994198
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39443.120000 sec): 2 clusters
  Score: Raw -2535290.454660 + Penalty 5635.301372 = -2529655.153288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39443.200000 sec): 3 clusters
  Score: Raw -2530792.575314 + Penalty 11270.602744 = -2519521.972570
  nChanged 3640
		SP:Iteration 1F (39443.270000 sec): 3 clusters
  Score: Raw -2533110.246070 + Penalty 11270.602744 = -2521839.643326
  nChanged 863
		SP:Iteration 2F (39443.350000 sec): 3 clusters
  Score: Raw -2533815.712360 + Penalty 11270.602744 = -2522545.109616
  nChanged 599
		SP:Iteration 3F (39443.420000 sec): 3 clusters
  Score: Raw -2534321.795899 + Penalty 11270.602744 = -2523051.193155
  nChanged 503
		SP:Iteration 4F (39443.500000 sec): 3 clusters
  Score: Raw -2534688.554753 + Penalty 11270.602744 = -2523417.952009
  nChanged 396
		SP:Iteration 5Q (39443.570000 sec): 3 clusters
  Score: Raw -2534981.638789 + Penalty 11270.602744 = -2523711.036045
  nChanged 332
		SP:Iteration 6Q (39443.650000 sec): 3 clusters
  Score: Raw -2535238.180192 + Penalty 11270.602744 = -2523967.577448
  nChanged 310
		SP:Iteration 7Q (39443.720000 sec): 3 clusters
  Score: Raw -2535473.613896 + Penalty 11270.602744 = -2524203.011152
  nChanged 290
		SP:Iteration 8Q (39443.790000 sec): 3 clusters
  Score: Raw -2535676.152383 + Penalty 11270.602744 = -2524405.549639
  nChanged 273
		SP:Iteration 9Q (39443.860000 sec): 3 clusters
  Score: Raw -2535867.565810 + Penalty 11270.602744 = -2524596.963065
  nChanged 245
		SP:Iteration 10Q (39443.940000 sec): 3 clusters
  Score: Raw -2536022.246180 + Penalty 11270.602744 = -2524751.643436
  nChanged 192
		SP:Iteration 11Q (39444.010000 sec): 3 clusters
  Score: Raw -2536139.860010 + Penalty 11270.602744 = -2524869.257266
  nChanged 187
		SP:Iteration 12Q (39444.080000 sec): 3 clusters
  Score: Raw -2536251.585541 + Penalty 11270.602744 = -2524980.982797
  nChanged 171
		SP:Iteration 13Q (39444.150000 sec): 3 clusters
  Score: Raw -2536347.771050 + Penalty 11270.602744 = -2525077.168306
  nChanged 149
		SP:Iteration 14Q (39444.220000 sec): 3 clusters
  Score: Raw -2536430.978658 + Penalty 11270.602744 = -2525160.375914
  nChanged 126
		SP:Iteration 15Q (39444.300000 sec): 3 clusters
  Score: Raw -2536497.087021 + Penalty 11270.602744 = -2525226.484277
  nChanged 115
		SP:Iteration 16Q (39444.370000 sec): 3 clusters
  Score: Raw -2536561.951446 + Penalty 11270.602744 = -2525291.348702
  nChanged 120
		SP:Iteration 17Q (39444.440000 sec): 3 clusters
  Score: Raw -2536622.251925 + Penalty 11270.602744 = -2525351.649181
  nChanged 97
		SP:Iteration 18Q (39444.510000 sec): 3 clusters
  Score: Raw -2536669.071569 + Penalty 11270.602744 = -2525398.468825
  nChanged 74
		SP:Iteration 19Q (39444.580000 sec): 3 clusters
  Score: Raw -2536704.617159 + Penalty 11270.602744 = -2525434.014415
  nChanged 63
		SP:Iteration 20F (39444.660000 sec): 3 clusters
  Score: Raw -2536732.192365 + Penalty 11270.602744 = -2525461.589621
  nChanged 67
		SP:Iteration 21Q (39444.730000 sec): 3 clusters
  Score: Raw -2536762.598509 + Penalty 11270.602744 = -2525491.995765
  nChanged 57
		SP:Iteration 22Q (39444.800000 sec): 3 clusters
  Score: Raw -2536785.771735 + Penalty 11270.602744 = -2525515.168991
  nChanged 45
		SP:Iteration 23Q (39444.870000 sec): 3 clusters
  Score: Raw -2536802.288510 + Penalty 11270.602744 = -2525531.685766
  nChanged 31
		SP:Iteration 24Q (39444.940000 sec): 3 clusters
  Score: Raw -2536814.307335 + Penalty 11270.602744 = -2525543.704591
  nChanged 36
		SP:Iteration 25Q (39445.010000 sec): 3 clusters
  Score: Raw -2536828.509598 + Penalty 11270.602744 = -2525557.906854
  nChanged 37
		SP:Iteration 26Q (39445.080000 sec): 3 clusters
  Score: Raw -2536844.375893 + Penalty 11270.602744 = -2525573.773149
  nChanged 38
		SP:Iteration 27Q (39445.150000 sec): 3 clusters
  Score: Raw -2536862.338864 + Penalty 11270.602744 = -2525591.736120
  nChanged 39
		SP:Iteration 28Q (39445.220000 sec): 3 clusters
  Score: Raw -2536878.865158 + Penalty 11270.602744 = -2525608.262414
  nChanged 34
		SP:Iteration 29Q (39445.290000 sec): 3 clusters
  Score: Raw -2536892.939962 + Penalty 11270.602744 = -2525622.337218
  nChanged 23
		SP:Iteration 30Q (39445.360000 sec): 3 clusters
  Score: Raw -2536904.275109 + Penalty 11270.602744 = -2525633.672365
  nChanged 32
		SP:Iteration 31Q (39445.430000 sec): 3 clusters
  Score: Raw -2536919.446528 + Penalty 11270.602744 = -2525648.843784
  nChanged 41
		SP:Iteration 32Q (39445.500000 sec): 3 clusters
  Score: Raw -2536934.291411 + Penalty 11270.602744 = -2525663.688667
  nChanged 30
		SP:Iteration 33Q (39445.570000 sec): 3 clusters
  Score: Raw -2536948.621323 + Penalty 11270.602744 = -2525678.018579
  nChanged 31
		SP:Iteration 34Q (39445.640000 sec): 3 clusters
  Score: Raw -2536965.148863 + Penalty 11270.602744 = -2525694.546119
  nChanged 41
		SP:Iteration 35Q (39445.710000 sec): 3 clusters
  Score: Raw -2536983.658540 + Penalty 11270.602744 = -2525713.055796
  nChanged 39
		SP:Iteration 36Q (39445.780000 sec): 3 clusters
  Score: Raw -2536999.219610 + Penalty 11270.602744 = -2525728.616866
  nChanged 42
		SP:Iteration 37Q (39445.850000 sec): 3 clusters
  Score: Raw -2537015.517532 + Penalty 11270.602744 = -2525744.914788
  nChanged 36
		SP:Iteration 38Q (39445.920000 sec): 3 clusters
  Score: Raw -2537033.598140 + Penalty 11270.602744 = -2525762.995396
  nChanged 41
		SP:Iteration 39Q (39445.990000 sec): 3 clusters
  Score: Raw -2537052.045446 + Penalty 11270.602744 = -2525781.442702
  nChanged 34
		SP:Iteration 40F (39446.070000 sec): 3 clusters
  Score: Raw -2537065.388432 + Penalty 11270.602744 = -2525794.785688
  nChanged 34
		SP:Iteration 41Q (39446.140000 sec): 3 clusters
  Score: Raw -2537080.746792 + Penalty 11270.602744 = -2525810.144048
  nChanged 37
		SP:Iteration 42Q (39446.210000 sec): 3 clusters
  Score: Raw -2537095.085552 + Penalty 11270.602744 = -2525824.482808
  nChanged 27
		SP:Iteration 43Q (39446.280000 sec): 3 clusters
  Score: Raw -2537104.341761 + Penalty 11270.602744 = -2525833.739017
  nChanged 22
		SP:Iteration 44Q (39446.350000 sec): 3 clusters
  Score: Raw -2537112.665225 + Penalty 11270.602744 = -2525842.062481
  nChanged 23
		SP:Iteration 45Q (39446.420000 sec): 3 clusters
  Score: Raw -2537121.581401 + Penalty 11270.602744 = -2525850.978657
  nChanged 10
		SP:Iteration 46Q (39446.490000 sec): 3 clusters
  Score: Raw -2537126.376273 + Penalty 11270.602744 = -2525855.773529
  nChanged 18
		SP:Iteration 47Q (39446.560000 sec): 3 clusters
  Score: Raw -2537133.907448 + Penalty 11270.602744 = -2525863.304704
  nChanged 23
		SP:Iteration 48Q (39446.620000 sec): 3 clusters
  Score: Raw -2537142.552939 + Penalty 11270.602744 = -2525871.950195
  nChanged 26
		SP:Iteration 49Q (39446.700000 sec): 3 clusters
  Score: Raw -2537153.119246 + Penalty 11270.602744 = -2525882.516502
  nChanged 16
		SP:Iteration 50Q (39446.760000 sec): 3 clusters
  Score: Raw -2537159.932616 + Penalty 11270.602744 = -2525889.329872
  nChanged 15
		SP:Iteration 51Q (39446.840000 sec): 3 clusters
  Score: Raw -2537165.395993 + Penalty 11270.602744 = -2525894.793249
  nChanged 13
		SP:Iteration 52Q (39446.900000 sec): 3 clusters
  Score: Raw -2537170.290223 + Penalty 11270.602744 = -2525899.687479
  nChanged 18
		SP:Iteration 53Q (39446.970000 sec): 3 clusters
  Score: Raw -2537177.424111 + Penalty 11270.602744 = -2525906.821367
  nChanged 22
		SP:Iteration 54Q (39447.040000 sec): 3 clusters
  Score: Raw -2537187.571947 + Penalty 11270.602744 = -2525916.969203
  nChanged 24
		SP:Iteration 55Q (39447.110000 sec): 3 clusters
  Score: Raw -2537197.563962 + Penalty 11270.602744 = -2525926.961218
  nChanged 20
		SP:Iteration 56Q (39447.180000 sec): 3 clusters
  Score: Raw -2537205.045144 + Penalty 11270.602744 = -2525934.442400
  nChanged 23
		SP:Iteration 57Q (39447.250000 sec): 3 clusters
  Score: Raw -2537212.801541 + Penalty 11270.602744 = -2525942.198797
  nChanged 18
		SP:Iteration 58Q (39447.320000 sec): 3 clusters
  Score: Raw -2537220.808857 + Penalty 11270.602744 = -2525950.206113
  nChanged 16
		SP:Iteration 59Q (39447.390000 sec): 3 clusters
  Score: Raw -2537226.621771 + Penalty 11270.602744 = -2525956.019027
  nChanged 12
		SP:Iteration 60F (39447.460000 sec): 3 clusters
  Score: Raw -2537230.382396 + Penalty 11270.602744 = -2525959.779652
  nChanged 9
		SP:Iteration 61Q (39447.540000 sec): 3 clusters
  Score: Raw -2537233.922344 + Penalty 11270.602744 = -2525963.319600
  nChanged 6
		SP:Iteration 62Q (39447.600000 sec): 3 clusters
  Score: Raw -2537235.448467 + Penalty 11270.602744 = -2525964.845723
  nChanged 5
		SP:Iteration 63Q (39447.670000 sec): 3 clusters
  Score: Raw -2537237.127566 + Penalty 11270.602744 = -2525966.524822
  nChanged 2
		SP:Iteration 64Q (39447.740000 sec): 3 clusters
  Score: Raw -2537237.578594 + Penalty 11270.602744 = -2525966.975850
  nChanged 3
		SP:Iteration 65Q (39447.810000 sec): 3 clusters
  Score: Raw -2537238.440259 + Penalty 11270.602744 = -2525967.837515
  nChanged 2
		SP:Iteration 66Q (39447.880000 sec): 3 clusters
  Score: Raw -2537239.036609 + Penalty 11270.602744 = -2525968.433865
  nChanged 2
		SP:Iteration 67Q (39447.950000 sec): 3 clusters
  Score: Raw -2537239.631335 + Penalty 11270.602744 = -2525969.028591
  nChanged 2
		SP:Iteration 68Q (39448.020000 sec): 3 clusters
  Score: Raw -2537240.100105 + Penalty 11270.602744 = -2525969.497361
  nChanged 2
		SP:Iteration 69Q (39448.090000 sec): 3 clusters
  Score: Raw -2537241.289897 + Penalty 11270.602744 = -2525970.687153
  nChanged 2
		SP:Iteration 70Q (39448.160000 sec): 3 clusters
  Score: Raw -2537242.397116 + Penalty 11270.602744 = -2525971.794372
  nChanged 7
		SP:Iteration 71Q (39448.230000 sec): 3 clusters
  Score: Raw -2537244.704326 + Penalty 11270.602744 = -2525974.101582
  nChanged 4
		SP:Iteration 72Q (39448.300000 sec): 3 clusters
  Score: Raw -2537245.618127 + Penalty 11270.602744 = -2525975.015382
  nChanged 2
		SP:Iteration 73Q (39448.370000 sec): 3 clusters
  Score: Raw -2537246.700542 + Penalty 11270.602744 = -2525976.097798
  nChanged 1
		SP:Iteration 74Q (39448.440000 sec): 3 clusters
  Score: Raw -2537246.871357 + Penalty 11270.602744 = -2525976.268613
  nChanged 0
		SP:Iteration 75F (39448.510000 sec): 3 clusters
  Score: Raw -2537246.871357 + Penalty 11270.602744 = -2525976.268613
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39448.610000 sec): 2 clusters
  Score: Raw -3701554.409457 + Penalty 5866.503653 = -3695687.905804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39448.720000 sec): 3 clusters
  Score: Raw -3694395.186621 + Penalty 11733.007305 = -3682662.179316
  nChanged 5713
		SP:Iteration 1F (39448.830000 sec): 3 clusters
  Score: Raw -3697622.401702 + Penalty 11733.007305 = -3685889.394397
  nChanged 1106
		SP:Iteration 2F (39448.940000 sec): 3 clusters
  Score: Raw -3698364.394174 + Penalty 11733.007305 = -3686631.386869
  nChanged 865
		SP:Iteration 3F (39449.050000 sec): 3 clusters
  Score: Raw -3699017.946729 + Penalty 11733.007305 = -3687284.939424
  nChanged 761
		SP:Iteration 4F (39449.160000 sec): 3 clusters
  Score: Raw -3699561.044294 + Penalty 11733.007305 = -3687828.036989
  nChanged 676
		SP:Iteration 5Q (39449.260000 sec): 3 clusters
  Score: Raw -3700032.971516 + Penalty 11733.007305 = -3688299.964211
  nChanged 637
		SP:Iteration 6Q (39449.370000 sec): 3 clusters
  Score: Raw -3700436.859824 + Penalty 11733.007305 = -3688703.852519
  nChanged 620
		SP:Iteration 7Q (39449.480000 sec): 3 clusters
  Score: Raw -3700879.565909 + Penalty 11733.007305 = -3689146.558604
  nChanged 604
		SP:Iteration 8Q (39449.590000 sec): 3 clusters
  Score: Raw -3701362.610385 + Penalty 11733.007305 = -3689629.603079
  nChanged 598
		SP:Iteration 9Q (39449.700000 sec): 3 clusters
  Score: Raw -3701842.872727 + Penalty 11733.007305 = -3690109.865421
  nChanged 547
		SP:Iteration 10Q (39449.800000 sec): 3 clusters
  Score: Raw -3702247.367341 + Penalty 11733.007305 = -3690514.360036
  nChanged 500
		SP:Iteration 11Q (39449.910000 sec): 3 clusters
  Score: Raw -3702571.362953 + Penalty 11733.007305 = -3690838.355648
  nChanged 410
		SP:Iteration 12Q (39450.020000 sec): 3 clusters
  Score: Raw -3702797.854487 + Penalty 11733.007305 = -3691064.847182
  nChanged 348
		SP:Iteration 13Q (39450.130000 sec): 3 clusters
  Score: Raw -3702977.298975 + Penalty 11733.007305 = -3691244.291670
  nChanged 285
		SP:Iteration 14Q (39450.230000 sec): 3 clusters
  Score: Raw -3703102.819878 + Penalty 11733.007305 = -3691369.812573
  nChanged 227
		SP:Iteration 15Q (39450.340000 sec): 3 clusters
  Score: Raw -3703202.675540 + Penalty 11733.007305 = -3691469.668235
  nChanged 211
		SP:Iteration 16Q (39450.440000 sec): 3 clusters
  Score: Raw -3703282.522402 + Penalty 11733.007305 = -3691549.515097
  nChanged 156
		SP:Iteration 17Q (39450.550000 sec): 3 clusters
  Score: Raw -3703333.769916 + Penalty 11733.007305 = -3691600.762610
  nChanged 112
		SP:Iteration 18Q (39450.650000 sec): 3 clusters
  Score: Raw -3703365.149062 + Penalty 11733.007305 = -3691632.141756
  nChanged 79
		SP:Iteration 19Q (39450.760000 sec): 3 clusters
  Score: Raw -3703387.354517 + Penalty 11733.007305 = -3691654.347212
  nChanged 68
		SP:Iteration 20F (39450.860000 sec): 3 clusters
  Score: Raw -3703405.423155 + Penalty 11733.007305 = -3691672.415849
  nChanged 51
		SP:Iteration 21Q (39450.970000 sec): 3 clusters
  Score: Raw -3703418.117882 + Penalty 11733.007305 = -3691685.110576
  nChanged 39
		SP:Iteration 22Q (39451.080000 sec): 3 clusters
  Score: Raw -3703428.596678 + Penalty 11733.007305 = -3691695.589372
  nChanged 34
		SP:Iteration 23Q (39451.180000 sec): 3 clusters
  Score: Raw -3703436.265147 + Penalty 11733.007305 = -3691703.257842
  nChanged 31
		SP:Iteration 24Q (39451.280000 sec): 3 clusters
  Score: Raw -3703443.303619 + Penalty 11733.007305 = -3691710.296314
  nChanged 29
		SP:Iteration 25Q (39451.390000 sec): 3 clusters
  Score: Raw -3703449.871120 + Penalty 11733.007305 = -3691716.863815
  nChanged 26
		SP:Iteration 26Q (39451.500000 sec): 3 clusters
  Score: Raw -3703456.224730 + Penalty 11733.007305 = -3691723.217425
  nChanged 25
		SP:Iteration 27Q (39451.600000 sec): 3 clusters
  Score: Raw -3703462.864428 + Penalty 11733.007305 = -3691729.857122
  nChanged 30
		SP:Iteration 28Q (39451.700000 sec): 3 clusters
  Score: Raw -3703469.278283 + Penalty 11733.007305 = -3691736.270978
  nChanged 14
		SP:Iteration 29Q (39451.810000 sec): 3 clusters
  Score: Raw -3703472.626479 + Penalty 11733.007305 = -3691739.619174
  nChanged 17
		SP:Iteration 30Q (39451.910000 sec): 3 clusters
  Score: Raw -3703476.807209 + Penalty 11733.007305 = -3691743.799903
  nChanged 18
		SP:Iteration 31Q (39452.020000 sec): 3 clusters
  Score: Raw -3703480.789743 + Penalty 11733.007305 = -3691747.782437
  nChanged 15
		SP:Iteration 32Q (39452.120000 sec): 3 clusters
  Score: Raw -3703484.368562 + Penalty 11733.007305 = -3691751.361256
  nChanged 15
		SP:Iteration 33Q (39452.230000 sec): 3 clusters
  Score: Raw -3703488.279446 + Penalty 11733.007305 = -3691755.272141
  nChanged 14
		SP:Iteration 34Q (39452.330000 sec): 3 clusters
  Score: Raw -3703491.278190 + Penalty 11733.007305 = -3691758.270885
  nChanged 12
		SP:Iteration 35Q (39452.440000 sec): 3 clusters
  Score: Raw -3703493.550252 + Penalty 11733.007305 = -3691760.542946
  nChanged 8
		SP:Iteration 36Q (39452.550000 sec): 3 clusters
  Score: Raw -3703495.454492 + Penalty 11733.007305 = -3691762.447187
  nChanged 9
		SP:Iteration 37Q (39452.650000 sec): 3 clusters
  Score: Raw -3703497.063737 + Penalty 11733.007305 = -3691764.056432
  nChanged 8
		SP:Iteration 38Q (39452.750000 sec): 3 clusters
  Score: Raw -3703498.708965 + Penalty 11733.007305 = -3691765.701659
  nChanged 11
		SP:Iteration 39Q (39452.860000 sec): 3 clusters
  Score: Raw -3703501.091800 + Penalty 11733.007305 = -3691768.084495
  nChanged 15
		SP:Iteration 40F (39452.980000 sec): 3 clusters
  Score: Raw -3703504.060754 + Penalty 11733.007305 = -3691771.053449
  nChanged 15
		SP:Iteration 41Q (39453.080000 sec): 3 clusters
  Score: Raw -3703507.028378 + Penalty 11733.007305 = -3691774.021072
  nChanged 15
		SP:Iteration 42Q (39453.180000 sec): 3 clusters
  Score: Raw -3703509.987168 + Penalty 11733.007305 = -3691776.979863
  nChanged 11
		SP:Iteration 43Q (39453.280000 sec): 3 clusters
  Score: Raw -3703512.464815 + Penalty 11733.007305 = -3691779.457510
  nChanged 11
		SP:Iteration 44Q (39453.390000 sec): 3 clusters
  Score: Raw -3703514.852691 + Penalty 11733.007305 = -3691781.845386
  nChanged 7
		SP:Iteration 45Q (39453.490000 sec): 3 clusters
  Score: Raw -3703516.844072 + Penalty 11733.007305 = -3691783.836767
  nChanged 6
		SP:Iteration 46Q (39453.600000 sec): 3 clusters
  Score: Raw -3703517.929259 + Penalty 11733.007305 = -3691784.921953
  nChanged 4
		SP:Iteration 47Q (39453.700000 sec): 3 clusters
  Score: Raw -3703518.653413 + Penalty 11733.007305 = -3691785.646108
  nChanged 6
		SP:Iteration 48Q (39453.810000 sec): 3 clusters
  Score: Raw -3703520.012276 + Penalty 11733.007305 = -3691787.004971
  nChanged 11
		SP:Iteration 49Q (39453.910000 sec): 3 clusters
  Score: Raw -3703522.523171 + Penalty 11733.007305 = -3691789.515866
  nChanged 10
		SP:Iteration 50Q (39454.020000 sec): 3 clusters
  Score: Raw -3703525.043454 + Penalty 11733.007305 = -3691792.036148
  nChanged 7
		SP:Iteration 51Q (39454.120000 sec): 3 clusters
  Score: Raw -3703526.444066 + Penalty 11733.007305 = -3691793.436761
  nChanged 5
		SP:Iteration 52Q (39454.220000 sec): 3 clusters
  Score: Raw -3703528.059246 + Penalty 11733.007305 = -3691795.051940
  nChanged 13
		SP:Iteration 53Q (39454.330000 sec): 3 clusters
  Score: Raw -3703530.865819 + Penalty 11733.007305 = -3691797.858514
  nChanged 10
		SP:Iteration 54Q (39454.430000 sec): 3 clusters
  Score: Raw -3703532.750685 + Penalty 11733.007305 = -3691799.743380
  nChanged 4
		SP:Iteration 55Q (39454.530000 sec): 3 clusters
  Score: Raw -3703533.419961 + Penalty 11733.007305 = -3691800.412656
  nChanged 1
		SP:Iteration 56Q (39454.640000 sec): 3 clusters
  Score: Raw -3703533.624888 + Penalty 11733.007305 = -3691800.617583
  nChanged 2
		SP:Iteration 57Q (39454.740000 sec): 3 clusters
  Score: Raw -3703533.973557 + Penalty 11733.007305 = -3691800.966252
  nChanged 2
		SP:Iteration 58Q (39454.850000 sec): 3 clusters
  Score: Raw -3703534.246333 + Penalty 11733.007305 = -3691801.239027
  nChanged 0
		SP:Iteration 59F (39454.960000 sec): 3 clusters
  Score: Raw -3703534.246333 + Penalty 11733.007305 = -3691801.239027
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39455.400000 sec): 2 clusters
  Score: Raw -16628270.255741 + Penalty 6761.315032 = -16621508.940709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39455.880000 sec): 3 clusters
  Score: Raw -16591399.366540 + Penalty 13522.630064 = -16577876.736475
  nChanged 27744
		SP:Iteration 1F (39456.350000 sec): 3 clusters
  Score: Raw -16606307.368747 + Penalty 13522.630064 = -16592784.738683
  nChanged 3013
		SP:Iteration 2Q (39456.840000 sec): 3 clusters
  Score: Raw -16607308.554601 + Penalty 13522.630064 = -16593785.924537
  nChanged 2713
		SP:Iteration 3Q (39457.320000 sec): 3 clusters
  Score: Raw -16608225.613822 + Penalty 13522.630064 = -16594702.983758
  nChanged 2641
		SP:Iteration 4Q (39457.790000 sec): 3 clusters
  Score: Raw -16609214.448210 + Penalty 13522.630064 = -16595691.818145
  nChanged 2757
		SP:Iteration 5Q (39458.270000 sec): 3 clusters
  Score: Raw -16610451.338362 + Penalty 13522.630064 = -16596928.708297
  nChanged 3106
		SP:Iteration 6Q (39458.750000 sec): 3 clusters
  Score: Raw -16612116.481630 + Penalty 13522.630064 = -16598593.851565
  nChanged 3560
		SP:Iteration 7F (39459.220000 sec): 3 clusters
  Score: Raw -16614282.861231 + Penalty 13522.630064 = -16600760.231167
  nChanged 3858
		SP:Iteration 8F (39459.690000 sec): 3 clusters
  Score: Raw -16616743.985291 + Penalty 13522.630064 = -16603221.355227
  nChanged 3796
		SP:Iteration 9F (39460.160000 sec): 3 clusters
  Score: Raw -16618996.460559 + Penalty 13522.630064 = -16605473.830494
  nChanged 3355
		SP:Iteration 10F (39460.630000 sec): 3 clusters
  Score: Raw -16620876.265420 + Penalty 13522.630064 = -16607353.635356
  nChanged 2867
		SP:Iteration 11Q (39461.110000 sec): 3 clusters
  Score: Raw -16622400.262666 + Penalty 13522.630064 = -16608877.632601
  nChanged 2427
		SP:Iteration 12Q (39461.580000 sec): 3 clusters
  Score: Raw -16623625.774922 + Penalty 13522.630064 = -16610103.144857
  nChanged 2015
		SP:Iteration 13Q (39462.050000 sec): 3 clusters
  Score: Raw -16624608.354639 + Penalty 13522.630064 = -16611085.724575
  nChanged 1746
		SP:Iteration 14Q (39462.530000 sec): 3 clusters
  Score: Raw -16625472.154953 + Penalty 13522.630064 = -16611949.524888
  nChanged 1595
		SP:Iteration 15Q (39463.000000 sec): 3 clusters
  Score: Raw -16626311.202142 + Penalty 13522.630064 = -16612788.572078
  nChanged 1449
		SP:Iteration 16Q (39463.470000 sec): 3 clusters
  Score: Raw -16627102.539801 + Penalty 13522.630064 = -16613579.909736
  nChanged 1260
		SP:Iteration 17Q (39463.930000 sec): 3 clusters
  Score: Raw -16627791.335162 + Penalty 13522.630064 = -16614268.705098
  nChanged 1011
		SP:Iteration 18Q (39464.390000 sec): 3 clusters
  Score: Raw -16628335.021165 + Penalty 13522.630064 = -16614812.391101
  nChanged 842
		SP:Iteration 19Q (39464.850000 sec): 3 clusters
  Score: Raw -16628790.390203 + Penalty 13522.630064 = -16615267.760138
  nChanged 657
		SP:Iteration 20F (39465.310000 sec): 3 clusters
  Score: Raw -16629141.122615 + Penalty 13522.630064 = -16615618.492551
  nChanged 516
		SP:Iteration 21Q (39465.740000 sec): 3 clusters
  Score: Raw -16629428.872429 + Penalty 13522.630064 = -16615906.242365
  nChanged 399
		SP:Iteration 22Q (39466.160000 sec): 3 clusters
  Score: Raw -16629636.063209 + Penalty 13522.630064 = -16616113.433145
  nChanged 304
		SP:Iteration 23Q (39466.590000 sec): 3 clusters
  Score: Raw -16629783.595653 + Penalty 13522.630064 = -16616260.965589
  nChanged 259
		SP:Iteration 24Q (39467.000000 sec): 3 clusters
  Score: Raw -16629897.907719 + Penalty 13522.630064 = -16616375.277654
  nChanged 193
		SP:Iteration 25Q (39467.400000 sec): 3 clusters
  Score: Raw -16629981.074122 + Penalty 13522.630064 = -16616458.444057
  nChanged 163
		SP:Iteration 26Q (39467.800000 sec): 3 clusters
  Score: Raw -16630042.787754 + Penalty 13522.630064 = -16616520.157690
  nChanged 119
		SP:Iteration 27Q (39468.190000 sec): 3 clusters
  Score: Raw -16630085.259591 + Penalty 13522.630064 = -16616562.629526
  nChanged 97
		SP:Iteration 28Q (39468.580000 sec): 3 clusters
  Score: Raw -16630120.327467 + Penalty 13522.630064 = -16616597.697402
  nChanged 66
		SP:Iteration 29Q (39468.970000 sec): 3 clusters
  Score: Raw -16630143.688489 + Penalty 13522.630064 = -16616621.058424
  nChanged 59
		SP:Iteration 30Q (39469.360000 sec): 3 clusters
  Score: Raw -16630164.835101 + Penalty 13522.630064 = -16616642.205037
  nChanged 57
		SP:Iteration 31Q (39469.750000 sec): 3 clusters
  Score: Raw -16630184.702566 + Penalty 13522.630064 = -16616662.072501
  nChanged 52
		SP:Iteration 32Q (39470.140000 sec): 3 clusters
  Score: Raw -16630203.679754 + Penalty 13522.630064 = -16616681.049690
  nChanged 46
		SP:Iteration 33Q (39470.530000 sec): 3 clusters
  Score: Raw -16630220.931942 + Penalty 13522.630064 = -16616698.301877
  nChanged 48
		SP:Iteration 34Q (39470.920000 sec): 3 clusters
  Score: Raw -16630237.771306 + Penalty 13522.630064 = -16616715.141241
  nChanged 55
		SP:Iteration 35Q (39471.300000 sec): 3 clusters
  Score: Raw -16630259.627377 + Penalty 13522.630064 = -16616736.997313
  nChanged 38
		SP:Iteration 36Q (39471.680000 sec): 3 clusters
  Score: Raw -16630270.819458 + Penalty 13522.630064 = -16616748.189393
  nChanged 26
		SP:Iteration 37Q (39472.060000 sec): 3 clusters
  Score: Raw -16630277.999626 + Penalty 13522.630064 = -16616755.369562
  nChanged 14
		SP:Iteration 38Q (39472.440000 sec): 3 clusters
  Score: Raw -16630283.027299 + Penalty 13522.630064 = -16616760.397234
  nChanged 14
		SP:Iteration 39Q (39472.830000 sec): 3 clusters
  Score: Raw -16630288.285235 + Penalty 13522.630064 = -16616765.655170
  nChanged 15
		SP:Iteration 40F (39473.300000 sec): 3 clusters
  Score: Raw -16630292.594480 + Penalty 13522.630064 = -16616769.964416
  nChanged 10
		SP:Iteration 41Q (39473.680000 sec): 3 clusters
  Score: Raw -16630295.927137 + Penalty 13522.630064 = -16616773.297073
  nChanged 8
		SP:Iteration 42Q (39474.060000 sec): 3 clusters
  Score: Raw -16630298.589087 + Penalty 13522.630064 = -16616775.959023
  nChanged 9
		SP:Iteration 43Q (39474.440000 sec): 3 clusters
  Score: Raw -16630301.592372 + Penalty 13522.630064 = -16616778.962308
  nChanged 9
		SP:Iteration 44Q (39474.820000 sec): 3 clusters
  Score: Raw -16630304.299237 + Penalty 13522.630064 = -16616781.669173
  nChanged 5
		SP:Iteration 45Q (39475.200000 sec): 3 clusters
  Score: Raw -16630305.513556 + Penalty 13522.630064 = -16616782.883492
  nChanged 6
		SP:Iteration 46Q (39475.590000 sec): 3 clusters
  Score: Raw -16630307.626883 + Penalty 13522.630064 = -16616784.996819
  nChanged 9
		SP:Iteration 47Q (39475.970000 sec): 3 clusters
  Score: Raw -16630310.588333 + Penalty 13522.630064 = -16616787.958268
  nChanged 14
		SP:Iteration 48Q (39476.360000 sec): 3 clusters
  Score: Raw -16630315.236611 + Penalty 13522.630064 = -16616792.606546
  nChanged 9
		SP:Iteration 49Q (39476.750000 sec): 3 clusters
  Score: Raw -16630317.705436 + Penalty 13522.630064 = -16616795.075372
  nChanged 9
		SP:Iteration 50Q (39477.130000 sec): 3 clusters
  Score: Raw -16630320.529181 + Penalty 13522.630064 = -16616797.899117
  nChanged 4
		SP:Iteration 51Q (39477.500000 sec): 3 clusters
  Score: Raw -16630322.051907 + Penalty 13522.630064 = -16616799.421842
  nChanged 1
		SP:Iteration 52Q (39477.880000 sec): 3 clusters
  Score: Raw -16630322.667161 + Penalty 13522.630064 = -16616800.037096
  nChanged 0
		SP:Iteration 53F (39478.350000 sec): 3 clusters
  Score: Raw -16630322.667161 + Penalty 13522.630064 = -16616800.037096
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (16823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39478.490000 sec): 2 clusters
  Score: Raw -4457434.932617 + Penalty 5959.932644 = -4451474.999973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39478.620000 sec): 3 clusters
  Score: Raw -4448886.429132 + Penalty 11919.865289 = -4436966.563843
  nChanged 6770
		SP:Iteration 1F (39478.750000 sec): 3 clusters
  Score: Raw -4452540.984231 + Penalty 11919.865289 = -4440621.118942
  nChanged 1186
		SP:Iteration 2F (39478.880000 sec): 3 clusters
  Score: Raw -4453171.765008 + Penalty 11919.865289 = -4441251.899719
  nChanged 879
		SP:Iteration 3F (39479.010000 sec): 3 clusters
  Score: Raw -4453590.865629 + Penalty 11919.865289 = -4441671.000340
  nChanged 635
		SP:Iteration 4Q (39479.130000 sec): 3 clusters
  Score: Raw -4453860.530734 + Penalty 11919.865289 = -4441940.665445
  nChanged 520
		SP:Iteration 5Q (39479.270000 sec): 3 clusters
  Score: Raw -4454096.067331 + Penalty 11919.865289 = -4442176.202042
  nChanged 492
		SP:Iteration 6Q (39479.390000 sec): 3 clusters
  Score: Raw -4454318.001154 + Penalty 11919.865289 = -4442398.135865
  nChanged 451
		SP:Iteration 7Q (39479.520000 sec): 3 clusters
  Score: Raw -4454498.084833 + Penalty 11919.865289 = -4442578.219544
  nChanged 396
		SP:Iteration 8Q (39479.650000 sec): 3 clusters
  Score: Raw -4454653.987666 + Penalty 11919.865289 = -4442734.122377
  nChanged 379
		SP:Iteration 9Q (39479.770000 sec): 3 clusters
  Score: Raw -4454803.439038 + Penalty 11919.865289 = -4442883.573749
  nChanged 355
		SP:Iteration 10Q (39479.900000 sec): 3 clusters
  Score: Raw -4454947.232255 + Penalty 11919.865289 = -4443027.366966
  nChanged 355
		SP:Iteration 11Q (39480.030000 sec): 3 clusters
  Score: Raw -4455081.749761 + Penalty 11919.865289 = -4443161.884472
  nChanged 330
		SP:Iteration 12Q (39480.160000 sec): 3 clusters
  Score: Raw -4455203.625191 + Penalty 11919.865289 = -4443283.759902
  nChanged 310
		SP:Iteration 13Q (39480.290000 sec): 3 clusters
  Score: Raw -4455321.905095 + Penalty 11919.865289 = -4443402.039806
  nChanged 331
		SP:Iteration 14Q (39480.410000 sec): 3 clusters
  Score: Raw -4455459.256774 + Penalty 11919.865289 = -4443539.391485
  nChanged 356
		SP:Iteration 15Q (39480.540000 sec): 3 clusters
  Score: Raw -4455610.076841 + Penalty 11919.865289 = -4443690.211552
  nChanged 366
		SP:Iteration 16Q (39480.670000 sec): 3 clusters
  Score: Raw -4455765.038024 + Penalty 11919.865289 = -4443845.172735
  nChanged 357
		SP:Iteration 17Q (39480.800000 sec): 3 clusters
  Score: Raw -4455919.493552 + Penalty 11919.865289 = -4443999.628263
  nChanged 335
		SP:Iteration 18Q (39480.930000 sec): 3 clusters
  Score: Raw -4456063.775379 + Penalty 11919.865289 = -4444143.910090
  nChanged 321
		SP:Iteration 19Q (39481.050000 sec): 3 clusters
  Score: Raw -4456194.706482 + Penalty 11919.865289 = -4444274.841193
  nChanged 318
		SP:Iteration 20F (39481.180000 sec): 3 clusters
  Score: Raw -4456325.515079 + Penalty 11919.865289 = -4444405.649790
  nChanged 282
		SP:Iteration 21Q (39481.310000 sec): 3 clusters
  Score: Raw -4456439.415222 + Penalty 11919.865289 = -4444519.549933
  nChanged 258
		SP:Iteration 22Q (39481.440000 sec): 3 clusters
  Score: Raw -4456555.561082 + Penalty 11919.865289 = -4444635.695794
  nChanged 272
		SP:Iteration 23Q (39481.560000 sec): 3 clusters
  Score: Raw -4456668.792833 + Penalty 11919.865289 = -4444748.927544
  nChanged 252
		SP:Iteration 24Q (39481.700000 sec): 3 clusters
  Score: Raw -4456787.589969 + Penalty 11919.865289 = -4444867.724680
  nChanged 263
		SP:Iteration 25Q (39481.840000 sec): 3 clusters
  Score: Raw -4456921.298449 + Penalty 11919.865289 = -4445001.433160
  nChanged 268
		SP:Iteration 26Q (39481.960000 sec): 3 clusters
  Score: Raw -4457066.726851 + Penalty 11919.865289 = -4445146.861562
  nChanged 318
		SP:Iteration 27Q (39482.090000 sec): 3 clusters
  Score: Raw -4457253.101036 + Penalty 11919.865289 = -4445333.235747
  nChanged 358
		SP:Iteration 28Q (39482.220000 sec): 3 clusters
  Score: Raw -4457501.127117 + Penalty 11919.865289 = -4445581.261828
  nChanged 409
		SP:Iteration 29Q (39482.340000 sec): 3 clusters
  Score: Raw -4457785.971791 + Penalty 11919.865289 = -4445866.106502
  nChanged 392
		SP:Iteration 30Q (39482.470000 sec): 3 clusters
  Score: Raw -4458089.056286 + Penalty 11919.865289 = -4446169.190997
  nChanged 432
		SP:Iteration 31Q (39482.590000 sec): 3 clusters
  Score: Raw -4458462.886795 + Penalty 11919.865289 = -4446543.021506
  nChanged 460
		SP:Iteration 32Q (39482.710000 sec): 3 clusters
  Score: Raw -4458843.285761 + Penalty 11919.865289 = -4446923.420472
  nChanged 392
		SP:Iteration 33Q (39482.830000 sec): 3 clusters
  Score: Raw -4459170.286487 + Penalty 11919.865289 = -4447250.421198
  nChanged 344
		SP:Iteration 34Q (39482.950000 sec): 3 clusters
  Score: Raw -4459475.532185 + Penalty 11919.865289 = -4447555.666896
  nChanged 305
		SP:Iteration 35Q (39483.060000 sec): 3 clusters
  Score: Raw -4459777.139665 + Penalty 11919.865289 = -4447857.274376
  nChanged 238
		SP:Iteration 36Q (39483.180000 sec): 3 clusters
  Score: Raw -4459998.140297 + Penalty 11919.865289 = -4448078.275008
  nChanged 194
		SP:Iteration 37Q (39483.290000 sec): 3 clusters
  Score: Raw -4460156.564675 + Penalty 11919.865289 = -4448236.699386
  nChanged 139
		SP:Iteration 38Q (39483.390000 sec): 3 clusters
  Score: Raw -4460243.178583 + Penalty 11919.865289 = -4448323.313294
  nChanged 90
		SP:Iteration 39Q (39483.500000 sec): 3 clusters
  Score: Raw -4460294.029809 + Penalty 11919.865289 = -4448374.164520
  nChanged 58
		SP:Iteration 40F (39483.630000 sec): 3 clusters
  Score: Raw -4460330.880729 + Penalty 11919.865289 = -4448411.015440
  nChanged 47
		SP:Iteration 41Q (39483.730000 sec): 3 clusters
  Score: Raw -4460351.563297 + Penalty 11919.865289 = -4448431.698008
  nChanged 31
		SP:Iteration 42Q (39483.840000 sec): 3 clusters
  Score: Raw -4460362.306149 + Penalty 11919.865289 = -4448442.440860
  nChanged 25
		SP:Iteration 43Q (39483.940000 sec): 3 clusters
  Score: Raw -4460370.793934 + Penalty 11919.865289 = -4448450.928645
  nChanged 13
		SP:Iteration 44Q (39484.050000 sec): 3 clusters
  Score: Raw -4460373.840428 + Penalty 11919.865289 = -4448453.975139
  nChanged 6
		SP:Iteration 45Q (39484.150000 sec): 3 clusters
  Score: Raw -4460375.294247 + Penalty 11919.865289 = -4448455.428958
  nChanged 8
		SP:Iteration 46Q (39484.260000 sec): 3 clusters
  Score: Raw -4460377.056124 + Penalty 11919.865289 = -4448457.190835
  nChanged 3
		SP:Iteration 47Q (39484.360000 sec): 3 clusters
  Score: Raw -4460377.675050 + Penalty 11919.865289 = -4448457.809761
  nChanged 0
		SP:Iteration 48F (39484.490000 sec): 3 clusters
  Score: Raw -4460377.675050 + Penalty 11919.865289 = -4448457.809761
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (46594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39484.790000 sec): 2 clusters
  Score: Raw -12205917.952999 + Penalty 6583.901572 = -12199334.051427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39485.150000 sec): 3 clusters
  Score: Raw -12179061.135502 + Penalty 13167.803144 = -12165893.332358
  nChanged 20454
		SP:Iteration 1F (39485.500000 sec): 3 clusters
  Score: Raw -12189711.299746 + Penalty 13167.803144 = -12176543.496602
  nChanged 2447
		SP:Iteration 2F (39485.850000 sec): 3 clusters
  Score: Raw -12190563.315941 + Penalty 13167.803144 = -12177395.512797
  nChanged 2094
		SP:Iteration 3Q (39486.210000 sec): 3 clusters
  Score: Raw -12191287.183279 + Penalty 13167.803144 = -12178119.380135
  nChanged 1875
		SP:Iteration 4Q (39486.570000 sec): 3 clusters
  Score: Raw -12191909.177037 + Penalty 13167.803144 = -12178741.373893
  nChanged 1717
		SP:Iteration 5Q (39486.930000 sec): 3 clusters
  Score: Raw -12192547.575281 + Penalty 13167.803144 = -12179379.772137
  nChanged 1864
		SP:Iteration 6Q (39487.290000 sec): 3 clusters
  Score: Raw -12193378.428567 + Penalty 13167.803144 = -12180210.625423
  nChanged 2150
		SP:Iteration 7Q (39487.640000 sec): 3 clusters
  Score: Raw -12194443.984956 + Penalty 13167.803144 = -12181276.181812
  nChanged 2382
		SP:Iteration 8F (39488.000000 sec): 3 clusters
  Score: Raw -12195745.532472 + Penalty 13167.803144 = -12182577.729328
  nChanged 2516
		SP:Iteration 9F (39488.350000 sec): 3 clusters
  Score: Raw -12197237.156087 + Penalty 13167.803144 = -12184069.352943
  nChanged 2526
		SP:Iteration 10F (39488.700000 sec): 3 clusters
  Score: Raw -12198764.984807 + Penalty 13167.803144 = -12185597.181663
  nChanged 2425
		SP:Iteration 11F (39489.060000 sec): 3 clusters
  Score: Raw -12200199.402924 + Penalty 13167.803144 = -12187031.599780
  nChanged 2064
		SP:Iteration 12Q (39489.410000 sec): 3 clusters
  Score: Raw -12201387.685244 + Penalty 13167.803144 = -12188219.882100
  nChanged 1764
		SP:Iteration 13Q (39489.770000 sec): 3 clusters
  Score: Raw -12202380.553790 + Penalty 13167.803144 = -12189212.750645
  nChanged 1480
		SP:Iteration 14Q (39490.120000 sec): 3 clusters
  Score: Raw -12203256.007601 + Penalty 13167.803144 = -12190088.204456
  nChanged 1345
		SP:Iteration 15Q (39490.470000 sec): 3 clusters
  Score: Raw -12204084.032258 + Penalty 13167.803144 = -12190916.229113
  nChanged 1150
		SP:Iteration 16Q (39490.820000 sec): 3 clusters
  Score: Raw -12204779.719765 + Penalty 13167.803144 = -12191611.916621
  nChanged 900
		SP:Iteration 17Q (39491.170000 sec): 3 clusters
  Score: Raw -12205329.538117 + Penalty 13167.803144 = -12192161.734973
  nChanged 762
		SP:Iteration 18Q (39491.520000 sec): 3 clusters
  Score: Raw -12205817.765283 + Penalty 13167.803144 = -12192649.962139
  nChanged 602
		SP:Iteration 19Q (39491.860000 sec): 3 clusters
  Score: Raw -12206201.116395 + Penalty 13167.803144 = -12193033.313251
  nChanged 471
		SP:Iteration 20F (39492.210000 sec): 3 clusters
  Score: Raw -12206485.844495 + Penalty 13167.803144 = -12193318.041351
  nChanged 344
		SP:Iteration 21Q (39492.530000 sec): 3 clusters
  Score: Raw -12206725.151629 + Penalty 13167.803144 = -12193557.348485
  nChanged 312
		SP:Iteration 22Q (39492.860000 sec): 3 clusters
  Score: Raw -12206935.603159 + Penalty 13167.803144 = -12193767.800015
  nChanged 243
		SP:Iteration 23Q (39493.160000 sec): 3 clusters
  Score: Raw -12207103.808924 + Penalty 13167.803144 = -12193936.005780
  nChanged 171
		SP:Iteration 24Q (39493.470000 sec): 3 clusters
  Score: Raw -12207214.433061 + Penalty 13167.803144 = -12194046.629917
  nChanged 114
		SP:Iteration 25Q (39493.770000 sec): 3 clusters
  Score: Raw -12207290.390150 + Penalty 13167.803144 = -12194122.587006
  nChanged 72
		SP:Iteration 26Q (39494.070000 sec): 3 clusters
  Score: Raw -12207332.373590 + Penalty 13167.803144 = -12194164.570446
  nChanged 51
		SP:Iteration 27Q (39494.360000 sec): 3 clusters
  Score: Raw -12207362.321878 + Penalty 13167.803144 = -12194194.518733
  nChanged 36
		SP:Iteration 28Q (39494.650000 sec): 3 clusters
  Score: Raw -12207384.616271 + Penalty 13167.803144 = -12194216.813127
  nChanged 29
		SP:Iteration 29Q (39494.940000 sec): 3 clusters
  Score: Raw -12207402.701070 + Penalty 13167.803144 = -12194234.897926
  nChanged 21
		SP:Iteration 30Q (39495.220000 sec): 3 clusters
  Score: Raw -12207415.352410 + Penalty 13167.803144 = -12194247.549266
  nChanged 17
		SP:Iteration 31Q (39495.510000 sec): 3 clusters
  Score: Raw -12207424.454461 + Penalty 13167.803144 = -12194256.651317
  nChanged 10
		SP:Iteration 32Q (39495.790000 sec): 3 clusters
  Score: Raw -12207429.965402 + Penalty 13167.803144 = -12194262.162258
  nChanged 7
		SP:Iteration 33Q (39496.070000 sec): 3 clusters
  Score: Raw -12207433.232836 + Penalty 13167.803144 = -12194265.429691
  nChanged 6
		SP:Iteration 34Q (39496.360000 sec): 3 clusters
  Score: Raw -12207436.543792 + Penalty 13167.803144 = -12194268.740648
  nChanged 6
		SP:Iteration 35Q (39496.640000 sec): 3 clusters
  Score: Raw -12207439.810869 + Penalty 13167.803144 = -12194272.007725
  nChanged 9
		SP:Iteration 36Q (39496.920000 sec): 3 clusters
  Score: Raw -12207445.042640 + Penalty 13167.803144 = -12194277.239496
  nChanged 7
		SP:Iteration 37Q (39497.210000 sec): 3 clusters
  Score: Raw -12207449.429914 + Penalty 13167.803144 = -12194281.626770
  nChanged 8
		SP:Iteration 38Q (39497.490000 sec): 3 clusters
  Score: Raw -12207454.112092 + Penalty 13167.803144 = -12194286.308948
  nChanged 5
		SP:Iteration 39Q (39497.770000 sec): 3 clusters
  Score: Raw -12207457.289681 + Penalty 13167.803144 = -12194289.486537
  nChanged 6
		SP:Iteration 40F (39498.120000 sec): 3 clusters
  Score: Raw -12207461.099768 + Penalty 13167.803144 = -12194293.296624
  nChanged 4
		SP:Iteration 41Q (39498.410000 sec): 3 clusters
  Score: Raw -12207463.170931 + Penalty 13167.803144 = -12194295.367786
  nChanged 1
		SP:Iteration 42Q (39498.690000 sec): 3 clusters
  Score: Raw -12207463.604410 + Penalty 13167.803144 = -12194295.801266
  nChanged 0
		SP:Iteration 43F (39499.030000 sec): 3 clusters
  Score: Raw -12207463.604410 + Penalty 13167.803144 = -12194295.801266
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39499.070000 sec): 2 clusters
  Score: Raw -384376.282620 + Penalty 4512.334699 = -379863.947921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39499.090000 sec): 3 clusters
  Score: Raw -384372.820260 + Penalty 9024.669398 = -375348.150861
  nChanged 369
		SP:Iteration 1F (39499.100000 sec): 3 clusters
  Score: Raw -385175.948988 + Penalty 9024.669398 = -376151.279589
  nChanged 156
		SP:Iteration 2F (39499.110000 sec): 3 clusters
  Score: Raw -385923.951483 + Penalty 9024.669398 = -376899.282085
  nChanged 187
		SP:Iteration 3F (39499.130000 sec): 3 clusters
  Score: Raw -387255.689780 + Penalty 9024.669398 = -378231.020382
  nChanged 184
		SP:Iteration 4F (39499.140000 sec): 3 clusters
  Score: Raw -388396.054964 + Penalty 9024.669398 = -379371.385565
  nChanged 92
		SP:Iteration 5F (39499.150000 sec): 3 clusters
  Score: Raw -388881.907091 + Penalty 9024.669398 = -379857.237693
  nChanged 43
		SP:Iteration 6Q (39499.160000 sec): 3 clusters
  Score: Raw -389097.785404 + Penalty 9024.669398 = -380073.116006
  nChanged 29
		SP:Iteration 7Q (39499.170000 sec): 3 clusters
  Score: Raw -389212.537436 + Penalty 9024.669398 = -380187.868038
  nChanged 11
		SP:Iteration 8Q (39499.170000 sec): 3 clusters
  Score: Raw -389238.833690 + Penalty 9024.669398 = -380214.164291
  nChanged 5
		SP:Iteration 9Q (39499.180000 sec): 3 clusters
  Score: Raw -389254.591474 + Penalty 9024.669398 = -380229.922075
  nChanged 3
		SP:Iteration 10Q (39499.190000 sec): 3 clusters
  Score: Raw -389267.974772 + Penalty 9024.669398 = -380243.305374
  nChanged 3
		SP:Iteration 11Q (39499.200000 sec): 3 clusters
  Score: Raw -389277.296287 + Penalty 9024.669398 = -380252.626889
  nChanged 3
		SP:Iteration 12Q (39499.210000 sec): 3 clusters
  Score: Raw -389282.301624 + Penalty 9024.669398 = -380257.632225
  nChanged 1
		SP:Iteration 13Q (39499.220000 sec): 3 clusters
  Score: Raw -389285.233386 + Penalty 9024.669398 = -380260.563987
  nChanged 0
		SP:Iteration 14F (39499.230000 sec): 3 clusters
  Score: Raw -389285.233386 + Penalty 9024.669398 = -380260.563987
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 10.
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (7005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39499.290000 sec): 2 clusters
  Score: Raw -1861797.807330 + Penalty 5423.307418 = -1856374.499911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39499.340000 sec): 3 clusters
  Score: Raw -1858856.569779 + Penalty 10846.614837 = -1848009.954942
  nChanged 2417
		SP:Iteration 1F (39499.390000 sec): 3 clusters
  Score: Raw -1860344.094761 + Penalty 10846.614837 = -1849497.479924
  nChanged 477
		SP:Iteration 2F (39499.450000 sec): 3 clusters
  Score: Raw -1860660.369945 + Penalty 10846.614837 = -1849813.755108
  nChanged 280
		SP:Iteration 3Q (39499.500000 sec): 3 clusters
  Score: Raw -1860853.439699 + Penalty 10846.614837 = -1850006.824862
  nChanged 196
		SP:Iteration 4Q (39499.550000 sec): 3 clusters
  Score: Raw -1860965.910962 + Penalty 10846.614837 = -1850119.296125
  nChanged 126
		SP:Iteration 5Q (39499.600000 sec): 3 clusters
  Score: Raw -1861040.055129 + Penalty 10846.614837 = -1850193.440292
  nChanged 103
		SP:Iteration 6Q (39499.650000 sec): 3 clusters
  Score: Raw -1861090.947083 + Penalty 10846.614837 = -1850244.332246
  nChanged 77
		SP:Iteration 7Q (39499.710000 sec): 3 clusters
  Score: Raw -1861133.193512 + Penalty 10846.614837 = -1850286.578675
  nChanged 60
		SP:Iteration 8Q (39499.760000 sec): 3 clusters
  Score: Raw -1861163.372191 + Penalty 10846.614837 = -1850316.757354
  nChanged 43
		SP:Iteration 9Q (39499.810000 sec): 3 clusters
  Score: Raw -1861184.462156 + Penalty 10846.614837 = -1850337.847319
  nChanged 38
		SP:Iteration 10Q (39499.860000 sec): 3 clusters
  Score: Raw -1861201.653420 + Penalty 10846.614837 = -1850355.038583
  nChanged 42
		SP:Iteration 11Q (39499.910000 sec): 3 clusters
  Score: Raw -1861223.880212 + Penalty 10846.614837 = -1850377.265375
  nChanged 45
		SP:Iteration 12Q (39499.970000 sec): 3 clusters
  Score: Raw -1861244.444774 + Penalty 10846.614837 = -1850397.829937
  nChanged 32
		SP:Iteration 13Q (39500.020000 sec): 3 clusters
  Score: Raw -1861259.088979 + Penalty 10846.614837 = -1850412.474142
  nChanged 28
		SP:Iteration 14Q (39500.070000 sec): 3 clusters
  Score: Raw -1861270.112462 + Penalty 10846.614837 = -1850423.497625
  nChanged 25
		SP:Iteration 15Q (39500.120000 sec): 3 clusters
  Score: Raw -1861282.356960 + Penalty 10846.614837 = -1850435.742123
  nChanged 26
		SP:Iteration 16Q (39500.170000 sec): 3 clusters
  Score: Raw -1861292.417211 + Penalty 10846.614837 = -1850445.802374
  nChanged 20
		SP:Iteration 17Q (39500.230000 sec): 3 clusters
  Score: Raw -1861301.248897 + Penalty 10846.614837 = -1850454.634060
  nChanged 25
		SP:Iteration 18Q (39500.280000 sec): 3 clusters
  Score: Raw -1861312.207013 + Penalty 10846.614837 = -1850465.592176
  nChanged 17
		SP:Iteration 19Q (39500.330000 sec): 3 clusters
  Score: Raw -1861319.644069 + Penalty 10846.614837 = -1850473.029232
  nChanged 18
		SP:Iteration 20F (39500.380000 sec): 3 clusters
  Score: Raw -1861328.001891 + Penalty 10846.614837 = -1850481.387054
  nChanged 16
		SP:Iteration 21Q (39500.430000 sec): 3 clusters
  Score: Raw -1861333.965830 + Penalty 10846.614837 = -1850487.350993
  nChanged 8
		SP:Iteration 22Q (39500.490000 sec): 3 clusters
  Score: Raw -1861336.843994 + Penalty 10846.614837 = -1850490.229157
  nChanged 9
		SP:Iteration 23Q (39500.540000 sec): 3 clusters
  Score: Raw -1861341.261092 + Penalty 10846.614837 = -1850494.646255
  nChanged 12
		SP:Iteration 24Q (39500.590000 sec): 3 clusters
  Score: Raw -1861345.876517 + Penalty 10846.614837 = -1850499.261680
  nChanged 11
		SP:Iteration 25Q (39500.650000 sec): 3 clusters
  Score: Raw -1861350.493950 + Penalty 10846.614837 = -1850503.879113
  nChanged 15
		SP:Iteration 26Q (39500.700000 sec): 3 clusters
  Score: Raw -1861356.382669 + Penalty 10846.614837 = -1850509.767832
  nChanged 15
		SP:Iteration 27Q (39500.750000 sec): 3 clusters
  Score: Raw -1861362.322501 + Penalty 10846.614837 = -1850515.707664
  nChanged 14
		SP:Iteration 28Q (39500.800000 sec): 3 clusters
  Score: Raw -1861367.973629 + Penalty 10846.614837 = -1850521.358792
  nChanged 14
		SP:Iteration 29Q (39500.850000 sec): 3 clusters
  Score: Raw -1861372.518896 + Penalty 10846.614837 = -1850525.904059
  nChanged 12
		SP:Iteration 30Q (39500.910000 sec): 3 clusters
  Score: Raw -1861377.131810 + Penalty 10846.614837 = -1850530.516973
  nChanged 18
		SP:Iteration 31Q (39500.960000 sec): 3 clusters
  Score: Raw -1861385.059046 + Penalty 10846.614837 = -1850538.444209
  nChanged 9
		SP:Iteration 32Q (39501.010000 sec): 3 clusters
  Score: Raw -1861388.354259 + Penalty 10846.614837 = -1850541.739422
  nChanged 9
		SP:Iteration 33Q (39501.060000 sec): 3 clusters
  Score: Raw -1861394.053793 + Penalty 10846.614837 = -1850547.438957
  nChanged 16
		SP:Iteration 34Q (39501.110000 sec): 3 clusters
  Score: Raw -1861399.357025 + Penalty 10846.614837 = -1850552.742188
  nChanged 11
		SP:Iteration 35Q (39501.170000 sec): 3 clusters
  Score: Raw -1861404.538046 + Penalty 10846.614837 = -1850557.923209
  nChanged 19
		SP:Iteration 36Q (39501.220000 sec): 3 clusters
  Score: Raw -1861413.409802 + Penalty 10846.614837 = -1850566.794965
  nChanged 17
		SP:Iteration 37Q (39501.270000 sec): 3 clusters
  Score: Raw -1861420.589082 + Penalty 10846.614837 = -1850573.974245
  nChanged 11
		SP:Iteration 38Q (39501.320000 sec): 3 clusters
  Score: Raw -1861425.283893 + Penalty 10846.614837 = -1850578.669056
  nChanged 13
		SP:Iteration 39Q (39501.370000 sec): 3 clusters
  Score: Raw -1861430.796576 + Penalty 10846.614837 = -1850584.181739
  nChanged 15
		SP:Iteration 40F (39501.430000 sec): 3 clusters
  Score: Raw -1861435.681426 + Penalty 10846.614837 = -1850589.066589
  nChanged 10
		SP:Iteration 41Q (39501.480000 sec): 3 clusters
  Score: Raw -1861440.768883 + Penalty 10846.614837 = -1850594.154046
  nChanged 15
		SP:Iteration 42Q (39501.530000 sec): 3 clusters
  Score: Raw -1861449.694265 + Penalty 10846.614837 = -1850603.079428
  nChanged 23
		SP:Iteration 43Q (39501.580000 sec): 3 clusters
  Score: Raw -1861463.244423 + Penalty 10846.614837 = -1850616.629586
  nChanged 28
		SP:Iteration 44Q (39501.630000 sec): 3 clusters
  Score: Raw -1861476.493933 + Penalty 10846.614837 = -1850629.879096
  nChanged 29
		SP:Iteration 45Q (39501.680000 sec): 3 clusters
  Score: Raw -1861488.663871 + Penalty 10846.614837 = -1850642.049034
  nChanged 22
		SP:Iteration 46Q (39501.730000 sec): 3 clusters
  Score: Raw -1861496.160658 + Penalty 10846.614837 = -1850649.545821
  nChanged 11
		SP:Iteration 47Q (39501.790000 sec): 3 clusters
  Score: Raw -1861502.074755 + Penalty 10846.614837 = -1850655.459918
  nChanged 13
		SP:Iteration 48Q (39501.840000 sec): 3 clusters
  Score: Raw -1861507.515070 + Penalty 10846.614837 = -1850660.900233
  nChanged 10
		SP:Iteration 49Q (39501.890000 sec): 3 clusters
  Score: Raw -1861512.022728 + Penalty 10846.614837 = -1850665.407891
  nChanged 9
		SP:Iteration 50Q (39501.940000 sec): 3 clusters
  Score: Raw -1861515.867455 + Penalty 10846.614837 = -1850669.252618
  nChanged 11
		SP:Iteration 51Q (39501.990000 sec): 3 clusters
  Score: Raw -1861521.152740 + Penalty 10846.614837 = -1850674.537903
  nChanged 13
		SP:Iteration 52Q (39502.050000 sec): 3 clusters
  Score: Raw -1861526.771487 + Penalty 10846.614837 = -1850680.156650
  nChanged 14
		SP:Iteration 53Q (39502.100000 sec): 3 clusters
  Score: Raw -1861533.125808 + Penalty 10846.614837 = -1850686.510971
  nChanged 12
		SP:Iteration 54Q (39502.150000 sec): 3 clusters
  Score: Raw -1861538.679917 + Penalty 10846.614837 = -1850692.065080
  nChanged 7
		SP:Iteration 55Q (39502.200000 sec): 3 clusters
  Score: Raw -1861542.276492 + Penalty 10846.614837 = -1850695.661655
  nChanged 10
		SP:Iteration 56Q (39502.250000 sec): 3 clusters
  Score: Raw -1861546.897985 + Penalty 10846.614837 = -1850700.283148
  nChanged 12
		SP:Iteration 57Q (39502.310000 sec): 3 clusters
  Score: Raw -1861551.714480 + Penalty 10846.614837 = -1850705.099643
  nChanged 15
		SP:Iteration 58Q (39502.360000 sec): 3 clusters
  Score: Raw -1861556.830249 + Penalty 10846.614837 = -1850710.215412
  nChanged 10
		SP:Iteration 59Q (39502.410000 sec): 3 clusters
  Score: Raw -1861560.952677 + Penalty 10846.614837 = -1850714.337840
  nChanged 7
		SP:Iteration 60F (39502.460000 sec): 3 clusters
  Score: Raw -1861563.813427 + Penalty 10846.614837 = -1850717.198590
  nChanged 2
		SP:Iteration 61Q (39502.510000 sec): 3 clusters
  Score: Raw -1861564.401894 + Penalty 10846.614837 = -1850717.787057
  nChanged 4
		SP:Iteration 62Q (39502.560000 sec): 3 clusters
  Score: Raw -1861565.575072 + Penalty 10846.614837 = -1850718.960235
  nChanged 6
		SP:Iteration 63Q (39502.610000 sec): 3 clusters
  Score: Raw -1861566.979075 + Penalty 10846.614837 = -1850720.364238
  nChanged 4
		SP:Iteration 64Q (39502.670000 sec): 3 clusters
  Score: Raw -1861568.412756 + Penalty 10846.614837 = -1850721.797919
  nChanged 6
		SP:Iteration 65Q (39502.720000 sec): 3 clusters
  Score: Raw -1861570.881479 + Penalty 10846.614837 = -1850724.266642
  nChanged 6
		SP:Iteration 66Q (39502.770000 sec): 3 clusters
  Score: Raw -1861573.280979 + Penalty 10846.614837 = -1850726.666142
  nChanged 10
		SP:Iteration 67Q (39502.820000 sec): 3 clusters
  Score: Raw -1861577.718833 + Penalty 10846.614837 = -1850731.103996
  nChanged 12
		SP:Iteration 68Q (39502.870000 sec): 3 clusters
  Score: Raw -1861584.034904 + Penalty 10846.614837 = -1850737.420067
  nChanged 14
		SP:Iteration 69Q (39502.930000 sec): 3 clusters
  Score: Raw -1861590.154465 + Penalty 10846.614837 = -1850743.539628
  nChanged 12
		SP:Iteration 70Q (39502.980000 sec): 3 clusters
  Score: Raw -1861595.842306 + Penalty 10846.614837 = -1850749.227469
  nChanged 11
		SP:Iteration 71Q (39503.030000 sec): 3 clusters
  Score: Raw -1861601.428825 + Penalty 10846.614837 = -1850754.813988
  nChanged 16
		SP:Iteration 72Q (39503.080000 sec): 3 clusters
  Score: Raw -1861608.498259 + Penalty 10846.614837 = -1850761.883422
  nChanged 13
		SP:Iteration 73Q (39503.130000 sec): 3 clusters
  Score: Raw -1861614.259385 + Penalty 10846.614837 = -1850767.644548
  nChanged 16
		SP:Iteration 74Q (39503.180000 sec): 3 clusters
  Score: Raw -1861622.014135 + Penalty 10846.614837 = -1850775.399298
  nChanged 14
		SP:Iteration 75Q (39503.230000 sec): 3 clusters
  Score: Raw -1861628.783145 + Penalty 10846.614837 = -1850782.168308
  nChanged 16
		SP:Iteration 76Q (39503.290000 sec): 3 clusters
  Score: Raw -1861635.222524 + Penalty 10846.614837 = -1850788.607687
  nChanged 14
		SP:Iteration 77Q (39503.340000 sec): 3 clusters
  Score: Raw -1861641.909093 + Penalty 10846.614837 = -1850795.294256
  nChanged 21
		SP:Iteration 78Q (39503.390000 sec): 3 clusters
  Score: Raw -1861648.885714 + Penalty 10846.614837 = -1850802.270877
  nChanged 7
		SP:Iteration 79Q (39503.440000 sec): 3 clusters
  Score: Raw -1861652.763754 + Penalty 10846.614837 = -1850806.148917
  nChanged 10
		SP:Iteration 80F (39503.490000 sec): 3 clusters
  Score: Raw -1861658.350900 + Penalty 10846.614837 = -1850811.736063
  nChanged 11
		SP:Iteration 81Q (39503.550000 sec): 3 clusters
  Score: Raw -1861663.534248 + Penalty 10846.614837 = -1850816.919411
  nChanged 11
		SP:Iteration 82Q (39503.600000 sec): 3 clusters
  Score: Raw -1861669.058203 + Penalty 10846.614837 = -1850822.443366
  nChanged 13
		SP:Iteration 83Q (39503.650000 sec): 3 clusters
  Score: Raw -1861676.617392 + Penalty 10846.614837 = -1850830.002555
  nChanged 14
		SP:Iteration 84Q (39503.700000 sec): 3 clusters
  Score: Raw -1861681.868601 + Penalty 10846.614837 = -1850835.253764
  nChanged 15
		SP:Iteration 85Q (39503.750000 sec): 3 clusters
  Score: Raw -1861687.701588 + Penalty 10846.614837 = -1850841.086751
  nChanged 13
		SP:Iteration 86Q (39503.800000 sec): 3 clusters
  Score: Raw -1861692.422380 + Penalty 10846.614837 = -1850845.807543
  nChanged 13
		SP:Iteration 87Q (39503.850000 sec): 3 clusters
  Score: Raw -1861698.032550 + Penalty 10846.614837 = -1850851.417713
  nChanged 13
		SP:Iteration 88Q (39503.910000 sec): 3 clusters
  Score: Raw -1861706.992300 + Penalty 10846.614837 = -1850860.377463
  nChanged 12
		SP:Iteration 89Q (39503.960000 sec): 3 clusters
  Score: Raw -1861712.855935 + Penalty 10846.614837 = -1850866.241098
  nChanged 6
		SP:Iteration 90Q (39504.010000 sec): 3 clusters
  Score: Raw -1861715.688658 + Penalty 10846.614837 = -1850869.073821
  nChanged 9
		SP:Iteration 91Q (39504.060000 sec): 3 clusters
  Score: Raw -1861720.366527 + Penalty 10846.614837 = -1850873.751690
  nChanged 13
		SP:Iteration 92Q (39504.110000 sec): 3 clusters
  Score: Raw -1861726.402103 + Penalty 10846.614837 = -1850879.787266
  nChanged 12
		SP:Iteration 93Q (39504.160000 sec): 3 clusters
  Score: Raw -1861732.549019 + Penalty 10846.614837 = -1850885.934182
  nChanged 17
		SP:Iteration 94Q (39504.210000 sec): 3 clusters
  Score: Raw -1861739.340032 + Penalty 10846.614837 = -1850892.725195
  nChanged 15
		SP:Iteration 95Q (39504.270000 sec): 3 clusters
  Score: Raw -1861745.394366 + Penalty 10846.614837 = -1850898.779529
  nChanged 20
		SP:Iteration 96Q (39504.320000 sec): 3 clusters
  Score: Raw -1861753.068478 + Penalty 10846.614837 = -1850906.453641
  nChanged 18
		SP:Iteration 97Q (39504.370000 sec): 3 clusters
  Score: Raw -1861761.756584 + Penalty 10846.614837 = -1850915.141747
  nChanged 19
		SP:Iteration 98Q (39504.420000 sec): 3 clusters
  Score: Raw -1861770.645547 + Penalty 10846.614837 = -1850924.030710
  nChanged 21
		SP:Iteration 99Q (39504.470000 sec): 3 clusters
  Score: Raw -1861779.741676 + Penalty 10846.614837 = -1850933.126839
  nChanged 16
		SP:Iteration 100F (39504.530000 sec): 3 clusters
  Score: Raw -1861786.797450 + Penalty 10846.614837 = -1850940.182613
  nChanged 11
		SP:Iteration 101Q (39504.580000 sec): 3 clusters
  Score: Raw -1861791.166143 + Penalty 10846.614837 = -1850944.551306
  nChanged 14
		SP:Iteration 102Q (39504.630000 sec): 3 clusters
  Score: Raw -1861797.668520 + Penalty 10846.614837 = -1850951.053683
  nChanged 16
		SP:Iteration 103Q (39504.680000 sec): 3 clusters
  Score: Raw -1861804.478530 + Penalty 10846.614837 = -1850957.863693
  nChanged 16
		SP:Iteration 104Q (39504.730000 sec): 3 clusters
  Score: Raw -1861811.253280 + Penalty 10846.614837 = -1850964.638443
  nChanged 10
		SP:Iteration 105Q (39504.780000 sec): 3 clusters
  Score: Raw -1861815.086186 + Penalty 10846.614837 = -1850968.471349
  nChanged 10
		SP:Iteration 106Q (39504.830000 sec): 3 clusters
  Score: Raw -1861818.747927 + Penalty 10846.614837 = -1850972.133090
  nChanged 12
		SP:Iteration 107Q (39504.890000 sec): 3 clusters
  Score: Raw -1861825.064995 + Penalty 10846.614837 = -1850978.450158
  nChanged 16
		SP:Iteration 108Q (39504.940000 sec): 3 clusters
  Score: Raw -1861831.853277 + Penalty 10846.614837 = -1850985.238440
  nChanged 9
		SP:Iteration 109Q (39504.990000 sec): 3 clusters
  Score: Raw -1861835.465020 + Penalty 10846.614837 = -1850988.850183
  nChanged 9
		SP:Iteration 110Q (39505.040000 sec): 3 clusters
  Score: Raw -1861838.824074 + Penalty 10846.614837 = -1850992.209237
  nChanged 8
		SP:Iteration 111Q (39505.090000 sec): 3 clusters
  Score: Raw -1861842.059320 + Penalty 10846.614837 = -1850995.444483
  nChanged 10
		SP:Iteration 112Q (39505.140000 sec): 3 clusters
  Score: Raw -1861845.373824 + Penalty 10846.614837 = -1850998.758987
  nChanged 16
		SP:Iteration 113Q (39505.190000 sec): 3 clusters
  Score: Raw -1861852.075308 + Penalty 10846.614837 = -1851005.460471
  nChanged 13
		SP:Iteration 114Q (39505.250000 sec): 3 clusters
  Score: Raw -1861856.176056 + Penalty 10846.614837 = -1851009.561219
  nChanged 14
		SP:Iteration 115Q (39505.300000 sec): 3 clusters
  Score: Raw -1861862.042561 + Penalty 10846.614837 = -1851015.427724
  nChanged 19
		SP:Iteration 116Q (39505.350000 sec): 3 clusters
  Score: Raw -1861870.533717 + Penalty 10846.614837 = -1851023.918880
  nChanged 18
		SP:Iteration 117Q (39505.410000 sec): 3 clusters
  Score: Raw -1861879.063711 + Penalty 10846.614837 = -1851032.448874
  nChanged 16
		SP:Iteration 118Q (39505.460000 sec): 3 clusters
  Score: Raw -1861887.364105 + Penalty 10846.614837 = -1851040.749268
  nChanged 14
		SP:Iteration 119Q (39505.510000 sec): 3 clusters
  Score: Raw -1861893.217647 + Penalty 10846.614837 = -1851046.602810
  nChanged 12
		SP:Iteration 120F (39505.560000 sec): 3 clusters
  Score: Raw -1861899.405900 + Penalty 10846.614837 = -1851052.791063
  nChanged 18
		SP:Iteration 121Q (39505.610000 sec): 3 clusters
  Score: Raw -1861905.700600 + Penalty 10846.614837 = -1851059.085763
  nChanged 18
		SP:Iteration 122Q (39505.670000 sec): 3 clusters
  Score: Raw -1861912.273355 + Penalty 10846.614837 = -1851065.658518
  nChanged 15
		SP:Iteration 123Q (39505.720000 sec): 3 clusters
  Score: Raw -1861918.559964 + Penalty 10846.614837 = -1851071.945127
  nChanged 14
		SP:Iteration 124Q (39505.770000 sec): 3 clusters
  Score: Raw -1861925.585302 + Penalty 10846.614837 = -1851078.970465
  nChanged 18
		SP:Iteration 125Q (39505.820000 sec): 3 clusters
  Score: Raw -1861933.650658 + Penalty 10846.614837 = -1851087.035821
  nChanged 14
		SP:Iteration 126Q (39505.870000 sec): 3 clusters
  Score: Raw -1861938.828718 + Penalty 10846.614837 = -1851092.213881
  nChanged 9
		SP:Iteration 127Q (39505.930000 sec): 3 clusters
  Score: Raw -1861944.546533 + Penalty 10846.614837 = -1851097.931696
  nChanged 15
		SP:Iteration 128Q (39505.980000 sec): 3 clusters
  Score: Raw -1861951.186071 + Penalty 10846.614837 = -1851104.571234
  nChanged 18
		SP:Iteration 129Q (39506.030000 sec): 3 clusters
  Score: Raw -1861958.035536 + Penalty 10846.614837 = -1851111.420699
  nChanged 11
		SP:Iteration 130Q (39506.080000 sec): 3 clusters
  Score: Raw -1861961.288999 + Penalty 10846.614837 = -1851114.674162
  nChanged 6
		SP:Iteration 131Q (39506.130000 sec): 3 clusters
  Score: Raw -1861963.674356 + Penalty 10846.614837 = -1851117.059519
  nChanged 9
		SP:Iteration 132Q (39506.180000 sec): 3 clusters
  Score: Raw -1861968.162816 + Penalty 10846.614837 = -1851121.547979
  nChanged 12
		SP:Iteration 133Q (39506.230000 sec): 3 clusters
  Score: Raw -1861972.668884 + Penalty 10846.614837 = -1851126.054047
  nChanged 16
		SP:Iteration 134Q (39506.290000 sec): 3 clusters
  Score: Raw -1861979.072759 + Penalty 10846.614837 = -1851132.457922
  nChanged 14
		SP:Iteration 135Q (39506.340000 sec): 3 clusters
  Score: Raw -1861983.817093 + Penalty 10846.614837 = -1851137.202256
  nChanged 14
		SP:Iteration 136Q (39506.390000 sec): 3 clusters
  Score: Raw -1861989.467249 + Penalty 10846.614837 = -1851142.852412
  nChanged 13
		SP:Iteration 137Q (39506.440000 sec): 3 clusters
  Score: Raw -1861994.736599 + Penalty 10846.614837 = -1851148.121762
  nChanged 14
		SP:Iteration 138Q (39506.490000 sec): 3 clusters
  Score: Raw -1862000.080855 + Penalty 10846.614837 = -1851153.466018
  nChanged 12
		SP:Iteration 139Q (39506.550000 sec): 3 clusters
  Score: Raw -1862006.108910 + Penalty 10846.614837 = -1851159.494073
  nChanged 11
		SP:Iteration 140F (39506.600000 sec): 3 clusters
  Score: Raw -1862011.201326 + Penalty 10846.614837 = -1851164.586489
  nChanged 19
		SP:Iteration 141Q (39506.650000 sec): 3 clusters
  Score: Raw -1862018.808538 + Penalty 10846.614837 = -1851172.193701
  nChanged 19
		SP:Iteration 142Q (39506.700000 sec): 3 clusters
  Score: Raw -1862025.673525 + Penalty 10846.614837 = -1851179.058688
  nChanged 15
		SP:Iteration 143Q (39506.750000 sec): 3 clusters
  Score: Raw -1862031.665801 + Penalty 10846.614837 = -1851185.050964
  nChanged 16
		SP:Iteration 144Q (39506.800000 sec): 3 clusters
  Score: Raw -1862037.269234 + Penalty 10846.614837 = -1851190.654397
  nChanged 15
		SP:Iteration 145Q (39506.850000 sec): 3 clusters
  Score: Raw -1862043.942303 + Penalty 10846.614837 = -1851197.327466
  nChanged 8
		SP:Iteration 146Q (39506.910000 sec): 3 clusters
  Score: Raw -1862046.946064 + Penalty 10846.614837 = -1851200.331227
  nChanged 8
		SP:Iteration 147Q (39506.960000 sec): 3 clusters
  Score: Raw -1862050.023192 + Penalty 10846.614837 = -1851203.408355
  nChanged 13
		SP:Iteration 148Q (39507.010000 sec): 3 clusters
  Score: Raw -1862054.808726 + Penalty 10846.614837 = -1851208.193889
  nChanged 8
		SP:Iteration 149Q (39507.060000 sec): 3 clusters
  Score: Raw -1862058.147865 + Penalty 10846.614837 = -1851211.533028
  nChanged 6
		SP:Iteration 150Q (39507.110000 sec): 3 clusters
  Score: Raw -1862060.577542 + Penalty 10846.614837 = -1851213.962705
  nChanged 8
		SP:Iteration 151Q (39507.160000 sec): 3 clusters
  Score: Raw -1862063.928564 + Penalty 10846.614837 = -1851217.313727
  nChanged 7
		SP:Iteration 152Q (39507.210000 sec): 3 clusters
  Score: Raw -1862066.214597 + Penalty 10846.614837 = -1851219.599760
  nChanged 7
		SP:Iteration 153Q (39507.270000 sec): 3 clusters
  Score: Raw -1862067.537179 + Penalty 10846.614837 = -1851220.922342
  nChanged 3
		SP:Iteration 154Q (39507.310000 sec): 3 clusters
  Score: Raw -1862068.274497 + Penalty 10846.614837 = -1851221.659660
  nChanged 3
		SP:Iteration 155Q (39507.370000 sec): 3 clusters
  Score: Raw -1862070.009931 + Penalty 10846.614837 = -1851223.395094
  nChanged 7
		SP:Iteration 156Q (39507.420000 sec): 3 clusters
  Score: Raw -1862073.683655 + Penalty 10846.614837 = -1851227.068818
  nChanged 6
		SP:Iteration 157Q (39507.470000 sec): 3 clusters
  Score: Raw -1862076.485316 + Penalty 10846.614837 = -1851229.870479
  nChanged 4
		SP:Iteration 158Q (39507.520000 sec): 3 clusters
  Score: Raw -1862077.888600 + Penalty 10846.614837 = -1851231.273763
  nChanged 4
		SP:Iteration 159Q (39507.570000 sec): 3 clusters
  Score: Raw -1862079.532692 + Penalty 10846.614837 = -1851232.917855
  nChanged 5
		SP:Iteration 160F (39507.620000 sec): 3 clusters
  Score: Raw -1862080.588017 + Penalty 10846.614837 = -1851233.973180
  nChanged 3
		SP:Iteration 161Q (39507.670000 sec): 3 clusters
  Score: Raw -1862081.423812 + Penalty 10846.614837 = -1851234.808975
  nChanged 1
		SP:Iteration 162Q (39507.730000 sec): 3 clusters
  Score: Raw -1862081.757875 + Penalty 10846.614837 = -1851235.143038
  nChanged 0
		SP:Iteration 163F (39507.780000 sec): 3 clusters
  Score: Raw -1862081.757875 + Penalty 10846.614837 = -1851235.143038
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (81292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39508.320000 sec): 2 clusters
  Score: Raw -22156900.431844 + Penalty 6924.804270 = -22149975.627574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39508.950000 sec): 3 clusters
  Score: Raw -22108109.748245 + Penalty 13849.608540 = -22094260.139705
  nChanged 36705
		SP:Iteration 1F (39509.570000 sec): 3 clusters
  Score: Raw -22127833.465790 + Penalty 13849.608540 = -22113983.857250
  nChanged 3491
		SP:Iteration 2Q (39510.200000 sec): 3 clusters
  Score: Raw -22128832.396783 + Penalty 13849.608540 = -22114982.788243
  nChanged 3054
		SP:Iteration 3Q (39510.830000 sec): 3 clusters
  Score: Raw -22129669.279796 + Penalty 13849.608540 = -22115819.671256
  nChanged 2872
		SP:Iteration 4Q (39511.460000 sec): 3 clusters
  Score: Raw -22130471.246143 + Penalty 13849.608540 = -22116621.637603
  nChanged 2840
		SP:Iteration 5Q (39512.080000 sec): 3 clusters
  Score: Raw -22131369.306996 + Penalty 13849.608540 = -22117519.698456
  nChanged 3042
		SP:Iteration 6Q (39512.710000 sec): 3 clusters
  Score: Raw -22132516.075581 + Penalty 13849.608540 = -22118666.467041
  nChanged 3613
		SP:Iteration 7Q (39513.350000 sec): 3 clusters
  Score: Raw -22134256.190005 + Penalty 13849.608540 = -22120406.581465
  nChanged 4542
		SP:Iteration 8F (39513.970000 sec): 3 clusters
  Score: Raw -22137092.779588 + Penalty 13849.608540 = -22123243.171048
  nChanged 5482
		SP:Iteration 9F (39514.590000 sec): 3 clusters
  Score: Raw -22141337.362614 + Penalty 13849.608540 = -22127487.754074
  nChanged 5876
		SP:Iteration 10F (39515.210000 sec): 3 clusters
  Score: Raw -22146581.419112 + Penalty 13849.608540 = -22132731.810572
  nChanged 5203
		SP:Iteration 11F (39515.830000 sec): 3 clusters
  Score: Raw -22151486.448611 + Penalty 13849.608540 = -22137636.840071
  nChanged 3557
		SP:Iteration 12Q (39516.440000 sec): 3 clusters
  Score: Raw -22154911.009773 + Penalty 13849.608540 = -22141061.401233
  nChanged 2103
		SP:Iteration 13Q (39517.020000 sec): 3 clusters
  Score: Raw -22156806.644144 + Penalty 13849.608540 = -22142957.035604
  nChanged 1268
		SP:Iteration 14Q (39517.560000 sec): 3 clusters
  Score: Raw -22157736.058102 + Penalty 13849.608540 = -22143886.449562
  nChanged 779
		SP:Iteration 15Q (39518.070000 sec): 3 clusters
  Score: Raw -22158216.461392 + Penalty 13849.608540 = -22144366.852852
  nChanged 538
		SP:Iteration 16Q (39518.570000 sec): 3 clusters
  Score: Raw -22158476.554005 + Penalty 13849.608540 = -22144626.945465
  nChanged 378
		SP:Iteration 17Q (39519.050000 sec): 3 clusters
  Score: Raw -22158628.141765 + Penalty 13849.608540 = -22144778.533225
  nChanged 245
		SP:Iteration 18Q (39519.530000 sec): 3 clusters
  Score: Raw -22158712.658530 + Penalty 13849.608540 = -22144863.049990
  nChanged 183
		SP:Iteration 19Q (39520.010000 sec): 3 clusters
  Score: Raw -22158768.970775 + Penalty 13849.608540 = -22144919.362236
  nChanged 126
		SP:Iteration 20F (39520.630000 sec): 3 clusters
  Score: Raw -22158799.402066 + Penalty 13849.608540 = -22144949.793527
  nChanged 91
		SP:Iteration 21Q (39521.100000 sec): 3 clusters
  Score: Raw -22158825.176323 + Penalty 13849.608540 = -22144975.567784
  nChanged 92
		SP:Iteration 22Q (39521.570000 sec): 3 clusters
  Score: Raw -22158851.084757 + Penalty 13849.608540 = -22145001.476217
  nChanged 76
		SP:Iteration 23Q (39522.040000 sec): 3 clusters
  Score: Raw -22158872.744191 + Penalty 13849.608540 = -22145023.135651
  nChanged 63
		SP:Iteration 24Q (39522.510000 sec): 3 clusters
  Score: Raw -22158889.571709 + Penalty 13849.608540 = -22145039.963169
  nChanged 59
		SP:Iteration 25Q (39522.980000 sec): 3 clusters
  Score: Raw -22158903.018559 + Penalty 13849.608540 = -22145053.410019
  nChanged 49
		SP:Iteration 26Q (39523.450000 sec): 3 clusters
  Score: Raw -22158912.402504 + Penalty 13849.608540 = -22145062.793964
  nChanged 36
		SP:Iteration 27Q (39523.920000 sec): 3 clusters
  Score: Raw -22158920.100432 + Penalty 13849.608540 = -22145070.491892
  nChanged 35
		SP:Iteration 28Q (39524.390000 sec): 3 clusters
  Score: Raw -22158928.148666 + Penalty 13849.608540 = -22145078.540126
  nChanged 37
		SP:Iteration 29Q (39524.860000 sec): 3 clusters
  Score: Raw -22158935.956258 + Penalty 13849.608540 = -22145086.347719
  nChanged 36
		SP:Iteration 30Q (39525.330000 sec): 3 clusters
  Score: Raw -22158943.584602 + Penalty 13849.608540 = -22145093.976062
  nChanged 31
		SP:Iteration 31Q (39525.790000 sec): 3 clusters
  Score: Raw -22158950.624823 + Penalty 13849.608540 = -22145101.016283
  nChanged 33
		SP:Iteration 32Q (39526.260000 sec): 3 clusters
  Score: Raw -22158958.286234 + Penalty 13849.608540 = -22145108.677694
  nChanged 30
		SP:Iteration 33Q (39526.720000 sec): 3 clusters
  Score: Raw -22158964.694658 + Penalty 13849.608540 = -22145115.086118
  nChanged 33
		SP:Iteration 34Q (39527.190000 sec): 3 clusters
  Score: Raw -22158971.283174 + Penalty 13849.608540 = -22145121.674634
  nChanged 18
		SP:Iteration 35Q (39527.660000 sec): 3 clusters
  Score: Raw -22158974.802752 + Penalty 13849.608540 = -22145125.194212
  nChanged 26
		SP:Iteration 36Q (39528.120000 sec): 3 clusters
  Score: Raw -22158980.843661 + Penalty 13849.608540 = -22145131.235121
  nChanged 30
		SP:Iteration 37Q (39528.580000 sec): 3 clusters
  Score: Raw -22158987.558642 + Penalty 13849.608540 = -22145137.950102
  nChanged 27
		SP:Iteration 38Q (39529.050000 sec): 3 clusters
  Score: Raw -22158993.935778 + Penalty 13849.608540 = -22145144.327238
  nChanged 24
		SP:Iteration 39Q (39529.520000 sec): 3 clusters
  Score: Raw -22158998.514481 + Penalty 13849.608540 = -22145148.905941
  nChanged 29
		SP:Iteration 40F (39530.130000 sec): 3 clusters
  Score: Raw -22159005.458611 + Penalty 13849.608540 = -22145155.850071
  nChanged 30
		SP:Iteration 41Q (39530.590000 sec): 3 clusters
  Score: Raw -22159013.167888 + Penalty 13849.608540 = -22145163.559348
  nChanged 32
		SP:Iteration 42Q (39531.060000 sec): 3 clusters
  Score: Raw -22159020.515324 + Penalty 13849.608540 = -22145170.906784
  nChanged 30
		SP:Iteration 43Q (39531.520000 sec): 3 clusters
  Score: Raw -22159027.074322 + Penalty 13849.608540 = -22145177.465782
  nChanged 25
		SP:Iteration 44Q (39531.980000 sec): 3 clusters
  Score: Raw -22159032.780871 + Penalty 13849.608540 = -22145183.172331
  nChanged 26
		SP:Iteration 45Q (39532.440000 sec): 3 clusters
  Score: Raw -22159038.456022 + Penalty 13849.608540 = -22145188.847482
  nChanged 27
		SP:Iteration 46Q (39532.900000 sec): 3 clusters
  Score: Raw -22159045.309101 + Penalty 13849.608540 = -22145195.700562
  nChanged 34
		SP:Iteration 47Q (39533.360000 sec): 3 clusters
  Score: Raw -22159052.859162 + Penalty 13849.608540 = -22145203.250622
  nChanged 31
		SP:Iteration 48Q (39533.820000 sec): 3 clusters
  Score: Raw -22159060.880904 + Penalty 13849.608540 = -22145211.272364
  nChanged 34
		SP:Iteration 49Q (39534.270000 sec): 3 clusters
  Score: Raw -22159069.912731 + Penalty 13849.608540 = -22145220.304191
  nChanged 37
		SP:Iteration 50Q (39534.740000 sec): 3 clusters
  Score: Raw -22159078.061003 + Penalty 13849.608540 = -22145228.452463
  nChanged 31
		SP:Iteration 51Q (39535.200000 sec): 3 clusters
  Score: Raw -22159085.894870 + Penalty 13849.608540 = -22145236.286330
  nChanged 35
		SP:Iteration 52Q (39535.660000 sec): 3 clusters
  Score: Raw -22159095.249229 + Penalty 13849.608540 = -22145245.640689
  nChanged 43
		SP:Iteration 53Q (39536.110000 sec): 3 clusters
  Score: Raw -22159108.709344 + Penalty 13849.608540 = -22145259.100804
  nChanged 53
		SP:Iteration 54Q (39536.570000 sec): 3 clusters
  Score: Raw -22159129.501520 + Penalty 13849.608540 = -22145279.892980
  nChanged 67
		SP:Iteration 55Q (39537.030000 sec): 3 clusters
  Score: Raw -22159159.311803 + Penalty 13849.608540 = -22145309.703263
  nChanged 80
		SP:Iteration 56Q (39537.490000 sec): 3 clusters
  Score: Raw -22159205.813376 + Penalty 13849.608540 = -22145356.204836
  nChanged 110
		SP:Iteration 57Q (39537.950000 sec): 3 clusters
  Score: Raw -22159287.856543 + Penalty 13849.608540 = -22145438.248003
  nChanged 157
		SP:Iteration 58Q (39538.400000 sec): 3 clusters
  Score: Raw -22159414.722280 + Penalty 13849.608540 = -22145565.113740
  nChanged 190
		SP:Iteration 59Q (39538.860000 sec): 3 clusters
  Score: Raw -22159624.173398 + Penalty 13849.608540 = -22145774.564858
  nChanged 248
		SP:Iteration 60F (39539.480000 sec): 3 clusters
  Score: Raw -22159997.629255 + Penalty 13849.608540 = -22146148.020715
  nChanged 314
		SP:Iteration 61Q (39539.930000 sec): 3 clusters
  Score: Raw -22160356.201964 + Penalty 13849.608540 = -22146506.593424
  nChanged 304
		SP:Iteration 62Q (39540.380000 sec): 3 clusters
  Score: Raw -22160534.902025 + Penalty 13849.608540 = -22146685.293485
  nChanged 192
		SP:Iteration 63Q (39540.840000 sec): 3 clusters
  Score: Raw -22160603.528212 + Penalty 13849.608540 = -22146753.919672
  nChanged 130
		SP:Iteration 64Q (39541.300000 sec): 3 clusters
  Score: Raw -22160644.090168 + Penalty 13849.608540 = -22146794.481628
  nChanged 86
		SP:Iteration 65Q (39541.740000 sec): 3 clusters
  Score: Raw -22160670.327317 + Penalty 13849.608540 = -22146820.718777
  nChanged 68
		SP:Iteration 66Q (39542.180000 sec): 3 clusters
  Score: Raw -22160685.798817 + Penalty 13849.608540 = -22146836.190277
  nChanged 44
		SP:Iteration 67Q (39542.630000 sec): 3 clusters
  Score: Raw -22160695.106292 + Penalty 13849.608540 = -22146845.497752
  nChanged 42
		SP:Iteration 68Q (39543.070000 sec): 3 clusters
  Score: Raw -22160704.082970 + Penalty 13849.608540 = -22146854.474431
  nChanged 36
		SP:Iteration 69Q (39543.510000 sec): 3 clusters
  Score: Raw -22160712.069825 + Penalty 13849.608540 = -22146862.461285
  nChanged 30
		SP:Iteration 70Q (39543.950000 sec): 3 clusters
  Score: Raw -22160718.464727 + Penalty 13849.608540 = -22146868.856187
  nChanged 20
		SP:Iteration 71Q (39544.390000 sec): 3 clusters
  Score: Raw -22160722.132099 + Penalty 13849.608540 = -22146872.523559
  nChanged 17
		SP:Iteration 72Q (39544.840000 sec): 3 clusters
  Score: Raw -22160725.668440 + Penalty 13849.608540 = -22146876.059900
  nChanged 10
		SP:Iteration 73Q (39545.280000 sec): 3 clusters
  Score: Raw -22160727.228739 + Penalty 13849.608540 = -22146877.620199
  nChanged 6
		SP:Iteration 74Q (39545.720000 sec): 3 clusters
  Score: Raw -22160728.030033 + Penalty 13849.608540 = -22146878.421493
  nChanged 5
		SP:Iteration 75Q (39546.170000 sec): 3 clusters
  Score: Raw -22160729.174780 + Penalty 13849.608540 = -22146879.566240
  nChanged 8
		SP:Iteration 76Q (39546.620000 sec): 3 clusters
  Score: Raw -22160730.482399 + Penalty 13849.608540 = -22146880.873859
  nChanged 6
		SP:Iteration 77Q (39547.060000 sec): 3 clusters
  Score: Raw -22160731.540632 + Penalty 13849.608540 = -22146881.932092
  nChanged 2
		SP:Iteration 78Q (39547.510000 sec): 3 clusters
  Score: Raw -22160732.013608 + Penalty 13849.608540 = -22146882.405068
  nChanged 2
		SP:Iteration 79Q (39547.960000 sec): 3 clusters
  Score: Raw -22160732.343715 + Penalty 13849.608540 = -22146882.735175
  nChanged 3
		SP:Iteration 80F (39548.580000 sec): 3 clusters
  Score: Raw -22160733.026924 + Penalty 13849.608540 = -22146883.418384
  nChanged 3
		SP:Iteration 81Q (39549.030000 sec): 3 clusters
  Score: Raw -22160733.528684 + Penalty 13849.608540 = -22146883.920144
  nChanged 2
		SP:Iteration 82Q (39549.480000 sec): 3 clusters
  Score: Raw -22160733.811357 + Penalty 13849.608540 = -22146884.202817
  nChanged 2
		SP:Iteration 83Q (39549.920000 sec): 3 clusters
  Score: Raw -22160734.123455 + Penalty 13849.608540 = -22146884.514915
  nChanged 1
		SP:Iteration 84Q (39550.370000 sec): 3 clusters
  Score: Raw -22160734.275244 + Penalty 13849.608540 = -22146884.666704
  nChanged 1
		SP:Iteration 85Q (39550.820000 sec): 3 clusters
  Score: Raw -22160734.354616 + Penalty 13849.608540 = -22146884.746076
  nChanged 1
		SP:Iteration 86Q (39551.260000 sec): 3 clusters
  Score: Raw -22160734.586346 + Penalty 13849.608540 = -22146884.977806
  nChanged 3
		SP:Iteration 87Q (39551.710000 sec): 3 clusters
  Score: Raw -22160735.019687 + Penalty 13849.608540 = -22146885.411147
  nChanged 3
		SP:Iteration 88Q (39552.160000 sec): 3 clusters
  Score: Raw -22160735.529181 + Penalty 13849.608540 = -22146885.920641
  nChanged 4
		SP:Iteration 89Q (39552.610000 sec): 3 clusters
  Score: Raw -22160735.996200 + Penalty 13849.608540 = -22146886.387660
  nChanged 1
		SP:Iteration 90Q (39553.050000 sec): 3 clusters
  Score: Raw -22160736.132358 + Penalty 13849.608540 = -22146886.523818
  nChanged 1
		SP:Iteration 91Q (39553.500000 sec): 3 clusters
  Score: Raw -22160736.395173 + Penalty 13849.608540 = -22146886.786633
  nChanged 2
		SP:Iteration 92Q (39553.940000 sec): 3 clusters
  Score: Raw -22160736.581688 + Penalty 13849.608540 = -22146886.973148
  nChanged 3
		SP:Iteration 93Q (39554.390000 sec): 3 clusters
  Score: Raw -22160736.956739 + Penalty 13849.608540 = -22146887.348199
  nChanged 2
		SP:Iteration 94Q (39554.830000 sec): 3 clusters
  Score: Raw -22160737.267307 + Penalty 13849.608540 = -22146887.658767
  nChanged 0
		SP:Iteration 95F (39555.450000 sec): 3 clusters
  Score: Raw -22160737.267307 + Penalty 13849.608540 = -22146887.658767
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39555.640000 sec): 2 clusters
  Score: Raw -5980722.801199 + Penalty 6161.998569 = -5974560.802629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39555.820000 sec): 3 clusters
  Score: Raw -5968200.321554 + Penalty 12323.997139 = -5955876.324415
  nChanged 9618
		SP:Iteration 1F (39555.990000 sec): 3 clusters
  Score: Raw -5973677.893637 + Penalty 12323.997139 = -5961353.896498
  nChanged 1742
		SP:Iteration 2F (39556.170000 sec): 3 clusters
  Score: Raw -5974825.479185 + Penalty 12323.997139 = -5962501.482046
  nChanged 1519
		SP:Iteration 3F (39556.350000 sec): 3 clusters
  Score: Raw -5975857.133241 + Penalty 12323.997139 = -5963533.136102
  nChanged 1367
		SP:Iteration 4F (39556.530000 sec): 3 clusters
  Score: Raw -5976726.940318 + Penalty 12323.997139 = -5964402.943179
  nChanged 1210
		SP:Iteration 5F (39556.710000 sec): 3 clusters
  Score: Raw -5977475.758990 + Penalty 12323.997139 = -5965151.761851
  nChanged 1104
		SP:Iteration 6Q (39556.890000 sec): 3 clusters
  Score: Raw -5978164.160604 + Penalty 12323.997139 = -5965840.163465
  nChanged 984
		SP:Iteration 7Q (39557.070000 sec): 3 clusters
  Score: Raw -5978765.454612 + Penalty 12323.997139 = -5966441.457473
  nChanged 935
		SP:Iteration 8Q (39557.250000 sec): 3 clusters
  Score: Raw -5979321.874477 + Penalty 12323.997139 = -5966997.877338
  nChanged 858
		SP:Iteration 9Q (39557.420000 sec): 3 clusters
  Score: Raw -5979822.920218 + Penalty 12323.997139 = -5967498.923079
  nChanged 753
		SP:Iteration 10Q (39557.600000 sec): 3 clusters
  Score: Raw -5980258.128725 + Penalty 12323.997139 = -5967934.131587
  nChanged 697
		SP:Iteration 11Q (39557.770000 sec): 3 clusters
  Score: Raw -5980698.891088 + Penalty 12323.997139 = -5968374.893949
  nChanged 650
		SP:Iteration 12Q (39557.950000 sec): 3 clusters
  Score: Raw -5981093.159005 + Penalty 12323.997139 = -5968769.161866
  nChanged 612
		SP:Iteration 13Q (39558.120000 sec): 3 clusters
  Score: Raw -5981454.536778 + Penalty 12323.997139 = -5969130.539640
  nChanged 557
		SP:Iteration 14Q (39558.290000 sec): 3 clusters
  Score: Raw -5981798.441006 + Penalty 12323.997139 = -5969474.443867
  nChanged 496
		SP:Iteration 15Q (39558.460000 sec): 3 clusters
  Score: Raw -5982116.481561 + Penalty 12323.997139 = -5969792.484422
  nChanged 492
		SP:Iteration 16Q (39558.630000 sec): 3 clusters
  Score: Raw -5982430.072095 + Penalty 12323.997139 = -5970106.074956
  nChanged 427
		SP:Iteration 17Q (39558.790000 sec): 3 clusters
  Score: Raw -5982747.149995 + Penalty 12323.997139 = -5970423.152856
  nChanged 393
		SP:Iteration 18Q (39558.960000 sec): 3 clusters
  Score: Raw -5983040.862340 + Penalty 12323.997139 = -5970716.865201
  nChanged 343
		SP:Iteration 19Q (39559.110000 sec): 3 clusters
  Score: Raw -5983283.768252 + Penalty 12323.997139 = -5970959.771113
  nChanged 316
		SP:Iteration 20F (39559.290000 sec): 3 clusters
  Score: Raw -5983505.764677 + Penalty 12323.997139 = -5971181.767538
  nChanged 270
		SP:Iteration 21Q (39559.450000 sec): 3 clusters
  Score: Raw -5983701.909453 + Penalty 12323.997139 = -5971377.912314
  nChanged 248
		SP:Iteration 22Q (39559.600000 sec): 3 clusters
  Score: Raw -5983878.232216 + Penalty 12323.997139 = -5971554.235077
  nChanged 217
		SP:Iteration 23Q (39559.750000 sec): 3 clusters
  Score: Raw -5984053.044242 + Penalty 12323.997139 = -5971729.047104
  nChanged 190
		SP:Iteration 24Q (39559.900000 sec): 3 clusters
  Score: Raw -5984198.783073 + Penalty 12323.997139 = -5971874.785935
  nChanged 175
		SP:Iteration 25Q (39560.050000 sec): 3 clusters
  Score: Raw -5984322.426434 + Penalty 12323.997139 = -5971998.429295
  nChanged 152
		SP:Iteration 26Q (39560.200000 sec): 3 clusters
  Score: Raw -5984423.171610 + Penalty 12323.997139 = -5972099.174472
  nChanged 137
		SP:Iteration 27Q (39560.340000 sec): 3 clusters
  Score: Raw -5984497.661980 + Penalty 12323.997139 = -5972173.664841
  nChanged 92
		SP:Iteration 28Q (39560.490000 sec): 3 clusters
  Score: Raw -5984551.542275 + Penalty 12323.997139 = -5972227.545136
  nChanged 93
		SP:Iteration 29Q (39560.630000 sec): 3 clusters
  Score: Raw -5984596.192722 + Penalty 12323.997139 = -5972272.195583
  nChanged 54
		SP:Iteration 30Q (39560.780000 sec): 3 clusters
  Score: Raw -5984620.134505 + Penalty 12323.997139 = -5972296.137366
  nChanged 40
		SP:Iteration 31Q (39560.930000 sec): 3 clusters
  Score: Raw -5984638.756883 + Penalty 12323.997139 = -5972314.759745
  nChanged 38
		SP:Iteration 32Q (39561.070000 sec): 3 clusters
  Score: Raw -5984657.711530 + Penalty 12323.997139 = -5972333.714391
  nChanged 42
		SP:Iteration 33Q (39561.210000 sec): 3 clusters
  Score: Raw -5984673.115199 + Penalty 12323.997139 = -5972349.118060
  nChanged 30
		SP:Iteration 34Q (39561.360000 sec): 3 clusters
  Score: Raw -5984684.690772 + Penalty 12323.997139 = -5972360.693633
  nChanged 28
		SP:Iteration 35Q (39561.500000 sec): 3 clusters
  Score: Raw -5984697.017024 + Penalty 12323.997139 = -5972373.019886
  nChanged 26
		SP:Iteration 36Q (39561.650000 sec): 3 clusters
  Score: Raw -5984709.690942 + Penalty 12323.997139 = -5972385.693803
  nChanged 24
		SP:Iteration 37Q (39561.790000 sec): 3 clusters
  Score: Raw -5984719.373381 + Penalty 12323.997139 = -5972395.376243
  nChanged 9
		SP:Iteration 38Q (39561.940000 sec): 3 clusters
  Score: Raw -5984721.816382 + Penalty 12323.997139 = -5972397.819243
  nChanged 10
		SP:Iteration 39Q (39562.080000 sec): 3 clusters
  Score: Raw -5984725.995038 + Penalty 12323.997139 = -5972401.997900
  nChanged 8
		SP:Iteration 40F (39562.260000 sec): 3 clusters
  Score: Raw -5984731.943385 + Penalty 12323.997139 = -5972407.946247
  nChanged 11
		SP:Iteration 41Q (39562.410000 sec): 3 clusters
  Score: Raw -5984736.488587 + Penalty 12323.997139 = -5972412.491448
  nChanged 9
		SP:Iteration 42Q (39562.550000 sec): 3 clusters
  Score: Raw -5984739.123072 + Penalty 12323.997139 = -5972415.125933
  nChanged 7
		SP:Iteration 43Q (39562.690000 sec): 3 clusters
  Score: Raw -5984741.173122 + Penalty 12323.997139 = -5972417.175983
  nChanged 4
		SP:Iteration 44Q (39562.840000 sec): 3 clusters
  Score: Raw -5984742.728514 + Penalty 12323.997139 = -5972418.731375
  nChanged 6
		SP:Iteration 45Q (39562.990000 sec): 3 clusters
  Score: Raw -5984746.422206 + Penalty 12323.997139 = -5972422.425067
  nChanged 5
		SP:Iteration 46Q (39563.130000 sec): 3 clusters
  Score: Raw -5984748.559013 + Penalty 12323.997139 = -5972424.561875
  nChanged 6
		SP:Iteration 47Q (39563.280000 sec): 3 clusters
  Score: Raw -5984750.079112 + Penalty 12323.997139 = -5972426.081973
  nChanged 2
		SP:Iteration 48Q (39563.420000 sec): 3 clusters
  Score: Raw -5984750.713019 + Penalty 12323.997139 = -5972426.715880
  nChanged 4
		SP:Iteration 49Q (39563.570000 sec): 3 clusters
  Score: Raw -5984751.885577 + Penalty 12323.997139 = -5972427.888438
  nChanged 5
		SP:Iteration 50Q (39563.710000 sec): 3 clusters
  Score: Raw -5984753.371085 + Penalty 12323.997139 = -5972429.373946
  nChanged 2
		SP:Iteration 51Q (39563.860000 sec): 3 clusters
  Score: Raw -5984754.275042 + Penalty 12323.997139 = -5972430.277903
  nChanged 2
		SP:Iteration 52Q (39564.010000 sec): 3 clusters
  Score: Raw -5984754.863127 + Penalty 12323.997139 = -5972430.865989
  nChanged 2
		SP:Iteration 53Q (39564.150000 sec): 3 clusters
  Score: Raw -5984755.626840 + Penalty 12323.997139 = -5972431.629702
  nChanged 2
		SP:Iteration 54Q (39564.290000 sec): 3 clusters
  Score: Raw -5984756.509301 + Penalty 12323.997139 = -5972432.512162
  nChanged 2
		SP:Iteration 55Q (39564.440000 sec): 3 clusters
  Score: Raw -5984757.341939 + Penalty 12323.997139 = -5972433.344800
  nChanged 3
		SP:Iteration 56Q (39564.590000 sec): 3 clusters
  Score: Raw -5984758.245514 + Penalty 12323.997139 = -5972434.248375
  nChanged 3
		SP:Iteration 57Q (39564.730000 sec): 3 clusters
  Score: Raw -5984759.228035 + Penalty 12323.997139 = -5972435.230896
  nChanged 3
		SP:Iteration 58Q (39564.870000 sec): 3 clusters
  Score: Raw -5984760.727984 + Penalty 12323.997139 = -5972436.730845
  nChanged 2
		SP:Iteration 59Q (39565.020000 sec): 3 clusters
  Score: Raw -5984761.404944 + Penalty 12323.997139 = -5972437.407805
  nChanged 1
		SP:Iteration 60F (39565.200000 sec): 3 clusters
  Score: Raw -5984761.689360 + Penalty 12323.997139 = -5972437.692221
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (68120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39565.650000 sec): 2 clusters
  Score: Raw -18358933.787150 + Penalty 6816.528508 = -18352117.258642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39566.160000 sec): 3 clusters
  Score: Raw -18318275.212655 + Penalty 13633.057015 = -18304642.155640
  nChanged 30462
		SP:Iteration 1F (39566.680000 sec): 3 clusters
  Score: Raw -18334556.311046 + Penalty 13633.057015 = -18320923.254030
  nChanged 3146
		SP:Iteration 2Q (39567.200000 sec): 3 clusters
  Score: Raw -18335538.993685 + Penalty 13633.057015 = -18321905.936670
  nChanged 2769
		SP:Iteration 3Q (39567.730000 sec): 3 clusters
  Score: Raw -18336370.463356 + Penalty 13633.057015 = -18322737.406341
  nChanged 2472
		SP:Iteration 4Q (39568.260000 sec): 3 clusters
  Score: Raw -18337119.476658 + Penalty 13633.057015 = -18323486.419643
  nChanged 2296
		SP:Iteration 5Q (39568.780000 sec): 3 clusters
  Score: Raw -18337826.447273 + Penalty 13633.057015 = -18324193.390258
  nChanged 2319
		SP:Iteration 6Q (39569.310000 sec): 3 clusters
  Score: Raw -18338556.829679 + Penalty 13633.057015 = -18324923.772664
  nChanged 2290
		SP:Iteration 7Q (39569.830000 sec): 3 clusters
  Score: Raw -18339331.083847 + Penalty 13633.057015 = -18325698.026832
  nChanged 2345
		SP:Iteration 8Q (39570.350000 sec): 3 clusters
  Score: Raw -18340180.023410 + Penalty 13633.057015 = -18326546.966395
  nChanged 2447
		SP:Iteration 9Q (39570.900000 sec): 3 clusters
  Score: Raw -18341105.049532 + Penalty 13633.057015 = -18327471.992517
  nChanged 2571
		SP:Iteration 10Q (39571.440000 sec): 3 clusters
  Score: Raw -18342162.076229 + Penalty 13633.057015 = -18328529.019214
  nChanged 2737
		SP:Iteration 11Q (39571.970000 sec): 3 clusters
  Score: Raw -18343352.795515 + Penalty 13633.057015 = -18329719.738500
  nChanged 2697
		SP:Iteration 12Q (39572.510000 sec): 3 clusters
  Score: Raw -18344569.596569 + Penalty 13633.057015 = -18330936.539554
  nChanged 2740
		SP:Iteration 13Q (39573.030000 sec): 3 clusters
  Score: Raw -18345809.908692 + Penalty 13633.057015 = -18332176.851677
  nChanged 2675
		SP:Iteration 14Q (39573.540000 sec): 3 clusters
  Score: Raw -18346965.631841 + Penalty 13633.057015 = -18333332.574826
  nChanged 2461
		SP:Iteration 15Q (39574.060000 sec): 3 clusters
  Score: Raw -18347974.295590 + Penalty 13633.057015 = -18334341.238575
  nChanged 2216
		SP:Iteration 16Q (39574.570000 sec): 3 clusters
  Score: Raw -18348803.227600 + Penalty 13633.057015 = -18335170.170585
  nChanged 1943
		SP:Iteration 17Q (39575.080000 sec): 3 clusters
  Score: Raw -18349504.316510 + Penalty 13633.057015 = -18335871.259495
  nChanged 1762
		SP:Iteration 18Q (39575.590000 sec): 3 clusters
  Score: Raw -18350114.665420 + Penalty 13633.057015 = -18336481.608405
  nChanged 1638
		SP:Iteration 19Q (39576.100000 sec): 3 clusters
  Score: Raw -18350700.776888 + Penalty 13633.057015 = -18337067.719873
  nChanged 1707
		SP:Iteration 20F (39576.610000 sec): 3 clusters
  Score: Raw -18351345.274722 + Penalty 13633.057015 = -18337712.217707
  nChanged 1777
		SP:Iteration 21Q (39577.120000 sec): 3 clusters
  Score: Raw -18352043.705565 + Penalty 13633.057015 = -18338410.648550
  nChanged 1921
		SP:Iteration 22Q (39577.620000 sec): 3 clusters
  Score: Raw -18352865.646758 + Penalty 13633.057015 = -18339232.589742
  nChanged 2014
		SP:Iteration 23Q (39578.110000 sec): 3 clusters
  Score: Raw -18353762.245736 + Penalty 13633.057015 = -18340129.188721
  nChanged 2043
		SP:Iteration 24Q (39578.600000 sec): 3 clusters
  Score: Raw -18354713.126591 + Penalty 13633.057015 = -18341080.069576
  nChanged 2050
		SP:Iteration 25Q (39579.090000 sec): 3 clusters
  Score: Raw -18355693.557149 + Penalty 13633.057015 = -18342060.500134
  nChanged 2008
		SP:Iteration 26Q (39579.560000 sec): 3 clusters
  Score: Raw -18356677.363873 + Penalty 13633.057015 = -18343044.306858
  nChanged 1801
		SP:Iteration 27Q (39580.030000 sec): 3 clusters
  Score: Raw -18357529.918135 + Penalty 13633.057015 = -18343896.861120
  nChanged 1554
		SP:Iteration 28Q (39580.490000 sec): 3 clusters
  Score: Raw -18358239.789625 + Penalty 13633.057015 = -18344606.732610
  nChanged 1343
		SP:Iteration 29Q (39580.930000 sec): 3 clusters
  Score: Raw -18358818.612035 + Penalty 13633.057015 = -18345185.555020
  nChanged 1083
		SP:Iteration 30Q (39581.380000 sec): 3 clusters
  Score: Raw -18359263.693170 + Penalty 13633.057015 = -18345630.636155
  nChanged 854
		SP:Iteration 31Q (39581.810000 sec): 3 clusters
  Score: Raw -18359605.851861 + Penalty 13633.057015 = -18345972.794846
  nChanged 682
		SP:Iteration 32Q (39582.230000 sec): 3 clusters
  Score: Raw -18359865.851464 + Penalty 13633.057015 = -18346232.794449
  nChanged 527
		SP:Iteration 33Q (39582.650000 sec): 3 clusters
  Score: Raw -18360057.154050 + Penalty 13633.057015 = -18346424.097034
  nChanged 411
		SP:Iteration 34Q (39583.060000 sec): 3 clusters
  Score: Raw -18360198.203792 + Penalty 13633.057015 = -18346565.146777
  nChanged 317
		SP:Iteration 35Q (39583.480000 sec): 3 clusters
  Score: Raw -18360290.063485 + Penalty 13633.057015 = -18346657.006470
  nChanged 261
		SP:Iteration 36Q (39583.890000 sec): 3 clusters
  Score: Raw -18360369.206497 + Penalty 13633.057015 = -18346736.149481
  nChanged 251
		SP:Iteration 37Q (39584.300000 sec): 3 clusters
  Score: Raw -18360446.924452 + Penalty 13633.057015 = -18346813.867437
  nChanged 212
		SP:Iteration 38Q (39584.710000 sec): 3 clusters
  Score: Raw -18360513.242454 + Penalty 13633.057015 = -18346880.185439
  nChanged 179
		SP:Iteration 39Q (39585.110000 sec): 3 clusters
  Score: Raw -18360570.576566 + Penalty 13633.057015 = -18346937.519551
  nChanged 168
		SP:Iteration 40F (39585.630000 sec): 3 clusters
  Score: Raw -18360620.846834 + Penalty 13633.057015 = -18346987.789819
  nChanged 148
		SP:Iteration 41Q (39586.020000 sec): 3 clusters
  Score: Raw -18360663.654482 + Penalty 13633.057015 = -18347030.597466
  nChanged 128
		SP:Iteration 42Q (39586.420000 sec): 3 clusters
  Score: Raw -18360699.085391 + Penalty 13633.057015 = -18347066.028376
  nChanged 106
		SP:Iteration 43Q (39586.820000 sec): 3 clusters
  Score: Raw -18360728.376983 + Penalty 13633.057015 = -18347095.319968
  nChanged 85
		SP:Iteration 44Q (39587.230000 sec): 3 clusters
  Score: Raw -18360751.200525 + Penalty 13633.057015 = -18347118.143510
  nChanged 66
		SP:Iteration 45Q (39587.620000 sec): 3 clusters
  Score: Raw -18360769.319571 + Penalty 13633.057015 = -18347136.262556
  nChanged 75
		SP:Iteration 46Q (39588.020000 sec): 3 clusters
  Score: Raw -18360788.698081 + Penalty 13633.057015 = -18347155.641066
  nChanged 67
		SP:Iteration 47Q (39588.420000 sec): 3 clusters
  Score: Raw -18360807.041794 + Penalty 13633.057015 = -18347173.984779
  nChanged 62
		SP:Iteration 48Q (39588.800000 sec): 3 clusters
  Score: Raw -18360822.089400 + Penalty 13633.057015 = -18347189.032385
  nChanged 43
		SP:Iteration 49Q (39589.210000 sec): 3 clusters
  Score: Raw -18360832.303917 + Penalty 13633.057015 = -18347199.246902
  nChanged 44
		SP:Iteration 50Q (39589.600000 sec): 3 clusters
  Score: Raw -18360842.324047 + Penalty 13633.057015 = -18347209.267032
  nChanged 29
		SP:Iteration 51Q (39589.990000 sec): 3 clusters
  Score: Raw -18360849.016451 + Penalty 13633.057015 = -18347215.959436
  nChanged 30
		SP:Iteration 52Q (39590.380000 sec): 3 clusters
  Score: Raw -18360857.815859 + Penalty 13633.057015 = -18347224.758844
  nChanged 40
		SP:Iteration 53Q (39590.780000 sec): 3 clusters
  Score: Raw -18360867.727155 + Penalty 13633.057015 = -18347234.670140
  nChanged 31
		SP:Iteration 54Q (39591.170000 sec): 3 clusters
  Score: Raw -18360874.931307 + Penalty 13633.057015 = -18347241.874292
  nChanged 17
		SP:Iteration 55Q (39591.560000 sec): 3 clusters
  Score: Raw -18360879.293626 + Penalty 13633.057015 = -18347246.236611
  nChanged 12
		SP:Iteration 56Q (39591.960000 sec): 3 clusters
  Score: Raw -18360882.079253 + Penalty 13633.057015 = -18347249.022238
  nChanged 13
		SP:Iteration 57Q (39592.350000 sec): 3 clusters
  Score: Raw -18360884.904756 + Penalty 13633.057015 = -18347251.847741
  nChanged 12
		SP:Iteration 58Q (39592.740000 sec): 3 clusters
  Score: Raw -18360887.555183 + Penalty 13633.057015 = -18347254.498168
  nChanged 12
		SP:Iteration 59Q (39593.140000 sec): 3 clusters
  Score: Raw -18360890.674873 + Penalty 13633.057015 = -18347257.617858
  nChanged 14
		SP:Iteration 60F (39593.660000 sec): 3 clusters
  Score: Raw -18360893.544901 + Penalty 13633.057015 = -18347260.487886
  nChanged 5
		SP:Iteration 61Q (39594.050000 sec): 3 clusters
  Score: Raw -18360894.813496 + Penalty 13633.057015 = -18347261.756481
  nChanged 6
		SP:Iteration 62Q (39594.450000 sec): 3 clusters
  Score: Raw -18360896.199690 + Penalty 13633.057015 = -18347263.142675
  nChanged 7
		SP:Iteration 63Q (39594.840000 sec): 3 clusters
  Score: Raw -18360898.117031 + Penalty 13633.057015 = -18347265.060016
  nChanged 6
		SP:Iteration 64Q (39595.240000 sec): 3 clusters
  Score: Raw -18360899.413389 + Penalty 13633.057015 = -18347266.356374
  nChanged 4
		SP:Iteration 65Q (39595.630000 sec): 3 clusters
  Score: Raw -18360900.392101 + Penalty 13633.057015 = -18347267.335086
  nChanged 3
		SP:Iteration 66Q (39596.030000 sec): 3 clusters
  Score: Raw -18360901.042333 + Penalty 13633.057015 = -18347267.985318
  nChanged 3
		SP:Iteration 67Q (39596.420000 sec): 3 clusters
  Score: Raw -18360901.748650 + Penalty 13633.057015 = -18347268.691635
  nChanged 7
		SP:Iteration 68Q (39596.800000 sec): 3 clusters
  Score: Raw -18360903.463600 + Penalty 13633.057015 = -18347270.406585
  nChanged 5
		SP:Iteration 69Q (39597.210000 sec): 3 clusters
  Score: Raw -18360904.577859 + Penalty 13633.057015 = -18347271.520844
  nChanged 3
		SP:Iteration 70Q (39597.590000 sec): 3 clusters
  Score: Raw -18360905.234387 + Penalty 13633.057015 = -18347272.177372
  nChanged 3
		SP:Iteration 71Q (39597.990000 sec): 3 clusters
  Score: Raw -18360905.777546 + Penalty 13633.057015 = -18347272.720531
  nChanged 3
		SP:Iteration 72Q (39598.380000 sec): 3 clusters
  Score: Raw -18360906.376903 + Penalty 13633.057015 = -18347273.319888
  nChanged 4
		SP:Iteration 73Q (39598.770000 sec): 3 clusters
  Score: Raw -18360907.156481 + Penalty 13633.057015 = -18347274.099466
  nChanged 7
		SP:Iteration 74Q (39599.170000 sec): 3 clusters
  Score: Raw -18360908.540914 + Penalty 13633.057015 = -18347275.483899
  nChanged 4
		SP:Iteration 75Q (39599.560000 sec): 3 clusters
  Score: Raw -18360909.235181 + Penalty 13633.057015 = -18347276.178166
  nChanged 1
		SP:Iteration 76Q (39599.950000 sec): 3 clusters
  Score: Raw -18360909.518070 + Penalty 13633.057015 = -18347276.461055
  nChanged 2
		SP:Iteration 77Q (39600.340000 sec): 3 clusters
  Score: Raw -18360909.907206 + Penalty 13633.057015 = -18347276.850191
  nChanged 0
		SP:Iteration 78F (39600.880000 sec): 3 clusters
  Score: Raw -18360909.907206 + Penalty 13633.057015 = -18347276.850191
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (151044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39601.920000 sec): 2 clusters
  Score: Raw -40080649.094474 + Penalty 7304.262459 = -40073344.832015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39603.100000 sec): 3 clusters
  Score: Raw -39985737.140998 + Penalty 14608.524918 = -39971128.616080
  nChanged 70296
		SP:Iteration 1F (39604.270000 sec): 3 clusters
  Score: Raw -40025298.784147 + Penalty 14608.524918 = -40010690.259228
  nChanged 5421
		SP:Iteration 2Q (39605.450000 sec): 3 clusters
  Score: Raw -40026691.542331 + Penalty 14608.524918 = -40012083.017413
  nChanged 5369
		SP:Iteration 3Q (39606.620000 sec): 3 clusters
  Score: Raw -40028087.584425 + Penalty 14608.524918 = -40013479.059507
  nChanged 5295
		SP:Iteration 4Q (39607.800000 sec): 3 clusters
  Score: Raw -40029567.361143 + Penalty 14608.524918 = -40014958.836224
  nChanged 5593
		SP:Iteration 5Q (39608.980000 sec): 3 clusters
  Score: Raw -40031303.744951 + Penalty 14608.524918 = -40016695.220033
  nChanged 6160
		SP:Iteration 6Q (39610.150000 sec): 3 clusters
  Score: Raw -40033519.360474 + Penalty 14608.524918 = -40018910.835556
  nChanged 6735
		SP:Iteration 7Q (39611.320000 sec): 3 clusters
  Score: Raw -40036216.323284 + Penalty 14608.524918 = -40021607.798365
  nChanged 7294
		SP:Iteration 8Q (39612.500000 sec): 3 clusters
  Score: Raw -40039473.290669 + Penalty 14608.524918 = -40024864.765751
  nChanged 7641
		SP:Iteration 9F (39613.670000 sec): 3 clusters
  Score: Raw -40043157.697187 + Penalty 14608.524918 = -40028549.172268
  nChanged 7978
		SP:Iteration 10F (39614.830000 sec): 3 clusters
  Score: Raw -40047399.173928 + Penalty 14608.524918 = -40032790.649010
  nChanged 8041
		SP:Iteration 11F (39615.990000 sec): 3 clusters
  Score: Raw -40052229.889547 + Penalty 14608.524918 = -40037621.364628
  nChanged 7949
		SP:Iteration 12F (39617.160000 sec): 3 clusters
  Score: Raw -40057649.628845 + Penalty 14608.524918 = -40043041.103927
  nChanged 7514
		SP:Iteration 13Q (39618.310000 sec): 3 clusters
  Score: Raw -40063160.485750 + Penalty 14608.524918 = -40048551.960832
  nChanged 6601
		SP:Iteration 14Q (39619.460000 sec): 3 clusters
  Score: Raw -40068310.415967 + Penalty 14608.524918 = -40053701.891048
  nChanged 5457
		SP:Iteration 15Q (39620.550000 sec): 3 clusters
  Score: Raw -40072736.171153 + Penalty 14608.524918 = -40058127.646235
  nChanged 4061
		SP:Iteration 16Q (39621.590000 sec): 3 clusters
  Score: Raw -40075902.320340 + Penalty 14608.524918 = -40061293.795421
  nChanged 2782
		SP:Iteration 17Q (39622.570000 sec): 3 clusters
  Score: Raw -40077947.995758 + Penalty 14608.524918 = -40063339.470840
  nChanged 1837
		SP:Iteration 18Q (39623.490000 sec): 3 clusters
  Score: Raw -40079232.229922 + Penalty 14608.524918 = -40064623.705004
  nChanged 1192
		SP:Iteration 19Q (39624.380000 sec): 3 clusters
  Score: Raw -40080040.119317 + Penalty 14608.524918 = -40065431.594398
  nChanged 784
		SP:Iteration 20F (39625.530000 sec): 3 clusters
  Score: Raw -40080566.151518 + Penalty 14608.524918 = -40065957.626600
  nChanged 512
		SP:Iteration 21Q (39626.360000 sec): 3 clusters
  Score: Raw -40080886.816687 + Penalty 14608.524918 = -40066278.291768
  nChanged 305
		SP:Iteration 22Q (39627.190000 sec): 3 clusters
  Score: Raw -40081079.691807 + Penalty 14608.524918 = -40066471.166889
  nChanged 221
		SP:Iteration 23Q (39628.010000 sec): 3 clusters
  Score: Raw -40081214.246640 + Penalty 14608.524918 = -40066605.721721
  nChanged 151
		SP:Iteration 24Q (39628.830000 sec): 3 clusters
  Score: Raw -40081318.537222 + Penalty 14608.524918 = -40066710.012303
  nChanged 140
		SP:Iteration 25Q (39629.630000 sec): 3 clusters
  Score: Raw -40081407.549744 + Penalty 14608.524918 = -40066799.024825
  nChanged 115
		SP:Iteration 26Q (39630.440000 sec): 3 clusters
  Score: Raw -40081479.662583 + Penalty 14608.524918 = -40066871.137664
  nChanged 82
		SP:Iteration 27Q (39631.240000 sec): 3 clusters
  Score: Raw -40081536.687095 + Penalty 14608.524918 = -40066928.162176
  nChanged 63
		SP:Iteration 28Q (39632.040000 sec): 3 clusters
  Score: Raw -40081576.697695 + Penalty 14608.524918 = -40066968.172776
  nChanged 46
		SP:Iteration 29Q (39632.840000 sec): 3 clusters
  Score: Raw -40081604.034659 + Penalty 14608.524918 = -40066995.509740
  nChanged 33
		SP:Iteration 30Q (39633.630000 sec): 3 clusters
  Score: Raw -40081624.339244 + Penalty 14608.524918 = -40067015.814325
  nChanged 31
		SP:Iteration 31Q (39634.430000 sec): 3 clusters
  Score: Raw -40081642.802852 + Penalty 14608.524918 = -40067034.277934
  nChanged 28
		SP:Iteration 32Q (39635.220000 sec): 3 clusters
  Score: Raw -40081658.449973 + Penalty 14608.524918 = -40067049.925054
  nChanged 22
		SP:Iteration 33Q (39636.010000 sec): 3 clusters
  Score: Raw -40081674.182276 + Penalty 14608.524918 = -40067065.657357
  nChanged 24
		SP:Iteration 34Q (39636.800000 sec): 3 clusters
  Score: Raw -40081691.597974 + Penalty 14608.524918 = -40067083.073055
  nChanged 17
		SP:Iteration 35Q (39637.590000 sec): 3 clusters
  Score: Raw -40081700.278560 + Penalty 14608.524918 = -40067091.753641
  nChanged 10
		SP:Iteration 36Q (39638.390000 sec): 3 clusters
  Score: Raw -40081705.051571 + Penalty 14608.524918 = -40067096.526653
  nChanged 5
		SP:Iteration 37Q (39639.180000 sec): 3 clusters
  Score: Raw -40081707.667156 + Penalty 14608.524918 = -40067099.142238
  nChanged 7
		SP:Iteration 38Q (39639.970000 sec): 3 clusters
  Score: Raw -40081711.808509 + Penalty 14608.524918 = -40067103.283590
  nChanged 4
		SP:Iteration 39Q (39640.760000 sec): 3 clusters
  Score: Raw -40081713.471978 + Penalty 14608.524918 = -40067104.947059
  nChanged 3
		SP:Iteration 40F (39641.910000 sec): 3 clusters
  Score: Raw -40081714.793499 + Penalty 14608.524918 = -40067106.268581
  nChanged 2
		SP:Iteration 41Q (39642.710000 sec): 3 clusters
  Score: Raw -40081715.747904 + Penalty 14608.524918 = -40067107.222986
  nChanged 2
		SP:Iteration 42Q (39643.500000 sec): 3 clusters
  Score: Raw -40081716.861761 + Penalty 14608.524918 = -40067108.336842
  nChanged 3
		SP:Iteration 43Q (39644.300000 sec): 3 clusters
  Score: Raw -40081719.029333 + Penalty 14608.524918 = -40067110.504414
  nChanged 5
		SP:Iteration 44Q (39645.090000 sec): 3 clusters
  Score: Raw -40081722.855753 + Penalty 14608.524918 = -40067114.330834
  nChanged 3
		SP:Iteration 45Q (39645.880000 sec): 3 clusters
  Score: Raw -40081724.205022 + Penalty 14608.524918 = -40067115.680103
  nChanged 2
		SP:Iteration 46Q (39646.670000 sec): 3 clusters
  Score: Raw -40081725.342402 + Penalty 14608.524918 = -40067116.817483
  nChanged 2
		SP:Iteration 47Q (39647.470000 sec): 3 clusters
  Score: Raw -40081726.164696 + Penalty 14608.524918 = -40067117.639778
  nChanged 0
		SP:Iteration 48F (39648.610000 sec): 3 clusters
  Score: Raw -40081726.164696 + Penalty 14608.524918 = -40067117.639778
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39648.750000 sec): 2 clusters
  Score: Raw -204564.359750 + Penalty 4132.177429 = -200432.182322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39648.750000 sec): 3 clusters
  Score: Raw -204887.171515 + Penalty 8264.354858 = -196622.816658
  nChanged 129
		SP:Iteration 1F (39648.760000 sec): 3 clusters
  Score: Raw -205269.312997 + Penalty 8264.354858 = -197004.958140
  nChanged 41
		SP:Iteration 2Q (39648.770000 sec): 3 clusters
  Score: Raw -205435.034754 + Penalty 8264.354858 = -197170.679896
  nChanged 24
		SP:Iteration 3Q (39648.770000 sec): 3 clusters
  Score: Raw -205517.713964 + Penalty 8264.354858 = -197253.359107
  nChanged 19
		SP:Iteration 4Q (39648.780000 sec): 3 clusters
  Score: Raw -205598.096770 + Penalty 8264.354858 = -197333.741913
  nChanged 19
		SP:Iteration 5Q (39648.790000 sec): 3 clusters
  Score: Raw -205700.954895 + Penalty 8264.354858 = -197436.600038
  nChanged 17
		SP:Iteration 6Q (39648.790000 sec): 3 clusters
  Score: Raw -205827.266413 + Penalty 8264.354858 = -197562.911556
  nChanged 22
		SP:Iteration 7Q (39648.800000 sec): 3 clusters
  Score: Raw -205977.220002 + Penalty 8264.354858 = -197712.865144
  nChanged 15
		SP:Iteration 8Q (39648.800000 sec): 3 clusters
  Score: Raw -206064.701018 + Penalty 8264.354858 = -197800.346161
  nChanged 12
		SP:Iteration 9Q (39648.810000 sec): 3 clusters
  Score: Raw -206237.531382 + Penalty 8264.354858 = -197973.176524
  nChanged 14
		SP:Iteration 10Q (39648.810000 sec): 3 clusters
  Score: Raw -206364.204802 + Penalty 8264.354858 = -198099.849945
  nChanged 14
		SP:Iteration 11Q (39648.820000 sec): 3 clusters
  Score: Raw -206578.768281 + Penalty 8264.354858 = -198314.413424
  nChanged 15
		SP:Iteration 12Q (39648.830000 sec): 3 clusters
  Score: Raw -206813.695758 + Penalty 8264.354858 = -198549.340901
  nChanged 14
		SP:Iteration 13Q (39648.830000 sec): 3 clusters
  Score: Raw -206927.392527 + Penalty 8264.354858 = -198663.037670
  nChanged 9
		SP:Iteration 14Q (39648.830000 sec): 3 clusters
  Score: Raw -206957.794624 + Penalty 8264.354858 = -198693.439767
  nChanged 3
		SP:Iteration 15Q (39648.840000 sec): 3 clusters
  Score: Raw -206967.489141 + Penalty 8264.354858 = -198703.134284
  nChanged 1
		SP:Iteration 16Q (39648.850000 sec): 3 clusters
  Score: Raw -206972.973448 + Penalty 8264.354858 = -198708.618591
  nChanged 0
		SP:Iteration 17F (39648.850000 sec): 3 clusters
  Score: Raw -206972.973448 + Penalty 8264.354858 = -198708.618591
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39648.870000 sec): 2 clusters
  Score: Raw -449377.598510 + Penalty 4572.713877 = -444804.884633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39648.880000 sec): 3 clusters
  Score: Raw -449160.525228 + Penalty 9145.427755 = -440015.097473
  nChanged 383
		SP:Iteration 1F (39648.890000 sec): 3 clusters
  Score: Raw -449799.253451 + Penalty 9145.427755 = -440653.825697
  nChanged 98
		SP:Iteration 2F (39648.910000 sec): 3 clusters
  Score: Raw -450013.164638 + Penalty 9145.427755 = -440867.736883
  nChanged 44
		SP:Iteration 3Q (39648.920000 sec): 3 clusters
  Score: Raw -450101.687937 + Penalty 9145.427755 = -440956.260182
  nChanged 31
		SP:Iteration 4Q (39648.930000 sec): 3 clusters
  Score: Raw -450166.804615 + Penalty 9145.427755 = -441021.376860
  nChanged 25
		SP:Iteration 5Q (39648.950000 sec): 3 clusters
  Score: Raw -450207.765628 + Penalty 9145.427755 = -441062.337873
  nChanged 19
		SP:Iteration 6Q (39648.960000 sec): 3 clusters
  Score: Raw -450235.294724 + Penalty 9145.427755 = -441089.866969
  nChanged 12
		SP:Iteration 7Q (39648.970000 sec): 3 clusters
  Score: Raw -450253.444708 + Penalty 9145.427755 = -441108.016953
  nChanged 7
		SP:Iteration 8Q (39648.980000 sec): 3 clusters
  Score: Raw -450263.052184 + Penalty 9145.427755 = -441117.624429
  nChanged 1
		SP:Iteration 9Q (39649.000000 sec): 3 clusters
  Score: Raw -450264.852747 + Penalty 9145.427755 = -441119.424992
  nChanged 3
		SP:Iteration 10Q (39649.010000 sec): 3 clusters
  Score: Raw -450268.221168 + Penalty 9145.427755 = -441122.793413
  nChanged 2
		SP:Iteration 11Q (39649.020000 sec): 3 clusters
  Score: Raw -450272.967690 + Penalty 9145.427755 = -441127.539935
  nChanged 3
		SP:Iteration 12Q (39649.030000 sec): 3 clusters
  Score: Raw -450275.376065 + Penalty 9145.427755 = -441129.948310
  nChanged 1
		SP:Iteration 13Q (39649.050000 sec): 3 clusters
  Score: Raw -450277.305674 + Penalty 9145.427755 = -441131.877919
  nChanged 2
		SP:Iteration 14Q (39649.060000 sec): 3 clusters
  Score: Raw -450280.809069 + Penalty 9145.427755 = -441135.381314
  nChanged 3
		SP:Iteration 15Q (39649.070000 sec): 3 clusters
  Score: Raw -450283.753708 + Penalty 9145.427755 = -441138.325953
  nChanged 2
		SP:Iteration 16Q (39649.080000 sec): 3 clusters
  Score: Raw -450287.138205 + Penalty 9145.427755 = -441141.710450
  nChanged 3
		SP:Iteration 17Q (39649.090000 sec): 3 clusters
  Score: Raw -450292.753847 + Penalty 9145.427755 = -441147.326092
  nChanged 2
		SP:Iteration 18Q (39649.110000 sec): 3 clusters
  Score: Raw -450296.117677 + Penalty 9145.427755 = -441150.689922
  nChanged 2
		SP:Iteration 19Q (39649.120000 sec): 3 clusters
  Score: Raw -450298.430995 + Penalty 9145.427755 = -441153.003240
  nChanged 4
		SP:Iteration 20F (39649.130000 sec): 3 clusters
  Score: Raw -450304.458734 + Penalty 9145.427755 = -441159.030979
  nChanged 3
		SP:Iteration 21Q (39649.150000 sec): 3 clusters
  Score: Raw -450310.968609 + Penalty 9145.427755 = -441165.540854
  nChanged 4
		SP:Iteration 22Q (39649.160000 sec): 3 clusters
  Score: Raw -450317.370747 + Penalty 9145.427755 = -441171.942993
  nChanged 1
		SP:Iteration 23Q (39649.170000 sec): 3 clusters
  Score: Raw -450318.666161 + Penalty 9145.427755 = -441173.238406
  nChanged 1
		SP:Iteration 24Q (39649.180000 sec): 3 clusters
  Score: Raw -450320.411768 + Penalty 9145.427755 = -441174.984013
  nChanged 1
		SP:Iteration 25Q (39649.200000 sec): 3 clusters
  Score: Raw -450321.781524 + Penalty 9145.427755 = -441176.353769
  nChanged 1
		SP:Iteration 26Q (39649.210000 sec): 3 clusters
  Score: Raw -450323.651343 + Penalty 9145.427755 = -441178.223588
  nChanged 1
		SP:Iteration 27Q (39649.220000 sec): 3 clusters
  Score: Raw -450327.480240 + Penalty 9145.427755 = -441182.052485
  nChanged 1
		SP:Iteration 28Q (39649.230000 sec): 3 clusters
  Score: Raw -450328.526532 + Penalty 9145.427755 = -441183.098777
  nChanged 1
		SP:Iteration 29Q (39649.250000 sec): 3 clusters
  Score: Raw -450329.613302 + Penalty 9145.427755 = -441184.185547
  nChanged 1
		SP:Iteration 30Q (39649.260000 sec): 3 clusters
  Score: Raw -450330.454402 + Penalty 9145.427755 = -441185.026648
  nChanged 0
		SP:Iteration 31F (39649.270000 sec): 3 clusters
  Score: Raw -450330.454402 + Penalty 9145.427755 = -441185.026648
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39649.280000 sec): 2 clusters
  Score: Raw -134467.347254 + Penalty 3840.980415 = -130626.366840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39649.290000 sec): 3 clusters
  Score: Raw -134909.195685 + Penalty 7681.960829 = -127227.234856
  nChanged 43
		SP:Iteration 1F (39649.290000 sec): 3 clusters
  Score: Raw -135086.528998 + Penalty 7681.960829 = -127404.568169
  nChanged 10
		SP:Iteration 2Q (39649.290000 sec): 3 clusters
  Score: Raw -135134.630141 + Penalty 7681.960829 = -127452.669312
  nChanged 4
		SP:Iteration 3Q (39649.300000 sec): 3 clusters
  Score: Raw -135164.985102 + Penalty 7681.960829 = -127483.024273
  nChanged 5
		SP:Iteration 4Q (39649.300000 sec): 3 clusters
  Score: Raw -135206.200529 + Penalty 7681.960829 = -127524.239700
  nChanged 2
		SP:Iteration 5Q (39649.310000 sec): 3 clusters
  Score: Raw -135221.198806 + Penalty 7681.960829 = -127539.237977
  nChanged 3
		SP:Iteration 6Q (39649.310000 sec): 3 clusters
  Score: Raw -135234.243391 + Penalty 7681.960829 = -127552.282562
  nChanged 3
		SP:Iteration 7Q (39649.310000 sec): 3 clusters
  Score: Raw -135250.223889 + Penalty 7681.960829 = -127568.263060
  nChanged 2
		SP:Iteration 8Q (39649.320000 sec): 3 clusters
  Score: Raw -135271.885746 + Penalty 7681.960829 = -127589.924917
  nChanged 3
		SP:Iteration 9Q (39649.320000 sec): 3 clusters
  Score: Raw -135287.150689 + Penalty 7681.960829 = -127605.189860
  nChanged 4
		SP:Iteration 10Q (39649.330000 sec): 3 clusters
  Score: Raw -135313.575891 + Penalty 7681.960829 = -127631.615062
  nChanged 3
		SP:Iteration 11Q (39649.330000 sec): 3 clusters
  Score: Raw -135329.032726 + Penalty 7681.960829 = -127647.071897
  nChanged 1
		SP:Iteration 12Q (39649.330000 sec): 3 clusters
  Score: Raw -135347.397641 + Penalty 7681.960829 = -127665.436812
  nChanged 2
		SP:Iteration 13Q (39649.340000 sec): 3 clusters
  Score: Raw -135376.240039 + Penalty 7681.960829 = -127694.279210
  nChanged 4
		SP:Iteration 14Q (39649.340000 sec): 3 clusters
  Score: Raw -135404.709767 + Penalty 7681.960829 = -127722.748938
  nChanged 4
		SP:Iteration 15Q (39649.350000 sec): 3 clusters
  Score: Raw -135431.323546 + Penalty 7681.960829 = -127749.362717
  nChanged 2
		SP:Iteration 16Q (39649.350000 sec): 3 clusters
  Score: Raw -135438.349753 + Penalty 7681.960829 = -127756.388924
  nChanged 0
		SP:Iteration 17F (39649.350000 sec): 3 clusters
  Score: Raw -135438.349753 + Penalty 7681.960829 = -127756.388924
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39649.480000 sec): 2 clusters
  Score: Raw -4618358.587652 + Penalty 5986.124791 = -4612372.462861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39649.610000 sec): 3 clusters
  Score: Raw -4609371.909708 + Penalty 11972.249583 = -4597399.660125
  nChanged 6969
		SP:Iteration 1F (39649.750000 sec): 3 clusters
  Score: Raw -4613117.493631 + Penalty 11972.249583 = -4601145.244049
  nChanged 1222
		SP:Iteration 2F (39649.880000 sec): 3 clusters
  Score: Raw -4613746.678851 + Penalty 11972.249583 = -4601774.429268
  nChanged 849
		SP:Iteration 3Q (39650.020000 sec): 3 clusters
  Score: Raw -4614139.180630 + Penalty 11972.249583 = -4602166.931047
  nChanged 667
		SP:Iteration 4Q (39650.150000 sec): 3 clusters
  Score: Raw -4614427.154519 + Penalty 11972.249583 = -4602454.904937
  nChanged 548
		SP:Iteration 5Q (39650.290000 sec): 3 clusters
  Score: Raw -4614657.248164 + Penalty 11972.249583 = -4602684.998581
  nChanged 483
		SP:Iteration 6Q (39650.420000 sec): 3 clusters
  Score: Raw -4614851.577519 + Penalty 11972.249583 = -4602879.327936
  nChanged 420
		SP:Iteration 7Q (39650.560000 sec): 3 clusters
  Score: Raw -4615034.729327 + Penalty 11972.249583 = -4603062.479744
  nChanged 426
		SP:Iteration 8Q (39650.690000 sec): 3 clusters
  Score: Raw -4615213.035146 + Penalty 11972.249583 = -4603240.785564
  nChanged 435
		SP:Iteration 9Q (39650.830000 sec): 3 clusters
  Score: Raw -4615410.769571 + Penalty 11972.249583 = -4603438.519988
  nChanged 437
		SP:Iteration 10Q (39650.960000 sec): 3 clusters
  Score: Raw -4615621.037456 + Penalty 11972.249583 = -4603648.787873
  nChanged 470
		SP:Iteration 11Q (39651.100000 sec): 3 clusters
  Score: Raw -4615860.040023 + Penalty 11972.249583 = -4603887.790440
  nChanged 501
		SP:Iteration 12Q (39651.230000 sec): 3 clusters
  Score: Raw -4616130.673552 + Penalty 11972.249583 = -4604158.423969
  nChanged 526
		SP:Iteration 13Q (39651.370000 sec): 3 clusters
  Score: Raw -4616425.717930 + Penalty 11972.249583 = -4604453.468347
  nChanged 554
		SP:Iteration 14Q (39651.500000 sec): 3 clusters
  Score: Raw -4616774.930205 + Penalty 11972.249583 = -4604802.680622
  nChanged 561
		SP:Iteration 15Q (39651.630000 sec): 3 clusters
  Score: Raw -4617153.647228 + Penalty 11972.249583 = -4605181.397645
  nChanged 555
		SP:Iteration 16Q (39651.760000 sec): 3 clusters
  Score: Raw -4617560.224494 + Penalty 11972.249583 = -4605587.974911
  nChanged 501
		SP:Iteration 17Q (39651.890000 sec): 3 clusters
  Score: Raw -4617951.123151 + Penalty 11972.249583 = -4605978.873568
  nChanged 451
		SP:Iteration 18Q (39652.020000 sec): 3 clusters
  Score: Raw -4618309.984566 + Penalty 11972.249583 = -4606337.734983
  nChanged 354
		SP:Iteration 19Q (39652.150000 sec): 3 clusters
  Score: Raw -4618600.538505 + Penalty 11972.249583 = -4606628.288923
  nChanged 267
		SP:Iteration 20F (39652.290000 sec): 3 clusters
  Score: Raw -4618808.391315 + Penalty 11972.249583 = -4606836.141732
  nChanged 186
		SP:Iteration 21Q (39652.410000 sec): 3 clusters
  Score: Raw -4618936.840086 + Penalty 11972.249583 = -4606964.590503
  nChanged 134
		SP:Iteration 22Q (39652.530000 sec): 3 clusters
  Score: Raw -4619033.408114 + Penalty 11972.249583 = -4607061.158532
  nChanged 109
		SP:Iteration 23Q (39652.650000 sec): 3 clusters
  Score: Raw -4619118.496562 + Penalty 11972.249583 = -4607146.246980
  nChanged 91
		SP:Iteration 24Q (39652.770000 sec): 3 clusters
  Score: Raw -4619181.354677 + Penalty 11972.249583 = -4607209.105094
  nChanged 79
		SP:Iteration 25Q (39652.890000 sec): 3 clusters
  Score: Raw -4619239.109223 + Penalty 11972.249583 = -4607266.859640
  nChanged 67
		SP:Iteration 26Q (39653.000000 sec): 3 clusters
  Score: Raw -4619289.840099 + Penalty 11972.249583 = -4607317.590517
  nChanged 67
		SP:Iteration 27Q (39653.120000 sec): 3 clusters
  Score: Raw -4619342.808446 + Penalty 11972.249583 = -4607370.558863
  nChanged 68
		SP:Iteration 28Q (39653.230000 sec): 3 clusters
  Score: Raw -4619397.521082 + Penalty 11972.249583 = -4607425.271500
  nChanged 63
		SP:Iteration 29Q (39653.350000 sec): 3 clusters
  Score: Raw -4619445.584162 + Penalty 11972.249583 = -4607473.334579
  nChanged 56
		SP:Iteration 30Q (39653.460000 sec): 3 clusters
  Score: Raw -4619485.359930 + Penalty 11972.249583 = -4607513.110348
  nChanged 50
		SP:Iteration 31Q (39653.570000 sec): 3 clusters
  Score: Raw -4619522.440693 + Penalty 11972.249583 = -4607550.191110
  nChanged 42
		SP:Iteration 32Q (39653.690000 sec): 3 clusters
  Score: Raw -4619553.460996 + Penalty 11972.249583 = -4607581.211414
  nChanged 45
		SP:Iteration 33Q (39653.800000 sec): 3 clusters
  Score: Raw -4619585.375963 + Penalty 11972.249583 = -4607613.126380
  nChanged 29
		SP:Iteration 34Q (39653.910000 sec): 3 clusters
  Score: Raw -4619604.456704 + Penalty 11972.249583 = -4607632.207121
  nChanged 31
		SP:Iteration 35Q (39654.020000 sec): 3 clusters
  Score: Raw -4619626.210665 + Penalty 11972.249583 = -4607653.961082
  nChanged 23
		SP:Iteration 36Q (39654.130000 sec): 3 clusters
  Score: Raw -4619645.184156 + Penalty 11972.249583 = -4607672.934574
  nChanged 18
		SP:Iteration 37Q (39654.250000 sec): 3 clusters
  Score: Raw -4619658.056250 + Penalty 11972.249583 = -4607685.806667
  nChanged 16
		SP:Iteration 38Q (39654.350000 sec): 3 clusters
  Score: Raw -4619667.626250 + Penalty 11972.249583 = -4607695.376667
  nChanged 10
		SP:Iteration 39Q (39654.470000 sec): 3 clusters
  Score: Raw -4619673.386122 + Penalty 11972.249583 = -4607701.136539
  nChanged 10
		SP:Iteration 40F (39654.600000 sec): 3 clusters
  Score: Raw -4619679.864469 + Penalty 11972.249583 = -4607707.614886
  nChanged 9
		SP:Iteration 41Q (39654.710000 sec): 3 clusters
  Score: Raw -4619685.903958 + Penalty 11972.249583 = -4607713.654375
  nChanged 7
		SP:Iteration 42Q (39654.830000 sec): 3 clusters
  Score: Raw -4619690.003891 + Penalty 11972.249583 = -4607717.754308
  nChanged 4
		SP:Iteration 43Q (39654.940000 sec): 3 clusters
  Score: Raw -4619692.460667 + Penalty 11972.249583 = -4607720.211084
  nChanged 2
		SP:Iteration 44Q (39655.050000 sec): 3 clusters
  Score: Raw -4619693.800494 + Penalty 11972.249583 = -4607721.550911
  nChanged 3
		SP:Iteration 45Q (39655.160000 sec): 3 clusters
  Score: Raw -4619695.164484 + Penalty 11972.249583 = -4607722.914901
  nChanged 2
		SP:Iteration 46Q (39655.270000 sec): 3 clusters
  Score: Raw -4619696.272764 + Penalty 11972.249583 = -4607724.023181
  nChanged 2
		SP:Iteration 47Q (39655.380000 sec): 3 clusters
  Score: Raw -4619697.362437 + Penalty 11972.249583 = -4607725.112854
  nChanged 2
		SP:Iteration 48Q (39655.490000 sec): 3 clusters
  Score: Raw -4619698.388788 + Penalty 11972.249583 = -4607726.139205
  nChanged 2
		SP:Iteration 49Q (39655.600000 sec): 3 clusters
  Score: Raw -4619699.195967 + Penalty 11972.249583 = -4607726.946384
  nChanged 1
		SP:Iteration 50Q (39655.710000 sec): 3 clusters
  Score: Raw -4619700.355005 + Penalty 11972.249583 = -4607728.105423
  nChanged 0
		SP:Iteration 51F (39655.850000 sec): 3 clusters
  Score: Raw -4619700.355005 + Penalty 11972.249583 = -4607728.105423
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39655.890000 sec): 2 clusters
  Score: Raw -880891.979678 + Penalty 5009.588091 = -875882.391587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39655.910000 sec): 3 clusters
  Score: Raw -879834.139094 + Penalty 10019.176183 = -869814.962911
  nChanged 1034
		SP:Iteration 1F (39655.940000 sec): 3 clusters
  Score: Raw -880853.922584 + Penalty 10019.176183 = -870834.746401
  nChanged 291
		SP:Iteration 2F (39655.970000 sec): 3 clusters
  Score: Raw -881208.558240 + Penalty 10019.176183 = -871189.382057
  nChanged 168
		SP:Iteration 3Q (39655.990000 sec): 3 clusters
  Score: Raw -881422.966668 + Penalty 10019.176183 = -871403.790485
  nChanged 112
		SP:Iteration 4Q (39656.020000 sec): 3 clusters
  Score: Raw -881544.606275 + Penalty 10019.176183 = -871525.430093
  nChanged 77
		SP:Iteration 5Q (39656.040000 sec): 3 clusters
  Score: Raw -881642.353255 + Penalty 10019.176183 = -871623.177072
  nChanged 70
		SP:Iteration 6Q (39656.070000 sec): 3 clusters
  Score: Raw -881718.304638 + Penalty 10019.176183 = -871699.128455
  nChanged 68
		SP:Iteration 7Q (39656.090000 sec): 3 clusters
  Score: Raw -881812.256142 + Penalty 10019.176183 = -871793.079959
  nChanged 77
		SP:Iteration 8Q (39656.120000 sec): 3 clusters
  Score: Raw -881922.055354 + Penalty 10019.176183 = -871902.879171
  nChanged 79
		SP:Iteration 9Q (39656.150000 sec): 3 clusters
  Score: Raw -882029.948379 + Penalty 10019.176183 = -872010.772196
  nChanged 70
		SP:Iteration 10Q (39656.170000 sec): 3 clusters
  Score: Raw -882121.976584 + Penalty 10019.176183 = -872102.800401
  nChanged 70
		SP:Iteration 11Q (39656.190000 sec): 3 clusters
  Score: Raw -882208.774881 + Penalty 10019.176183 = -872189.598698
  nChanged 58
		SP:Iteration 12Q (39656.220000 sec): 3 clusters
  Score: Raw -882290.513919 + Penalty 10019.176183 = -872271.337736
  nChanged 67
		SP:Iteration 13Q (39656.250000 sec): 3 clusters
  Score: Raw -882383.549633 + Penalty 10019.176183 = -872364.373450
  nChanged 64
		SP:Iteration 14Q (39656.270000 sec): 3 clusters
  Score: Raw -882453.173058 + Penalty 10019.176183 = -872433.996875
  nChanged 46
		SP:Iteration 15Q (39656.290000 sec): 3 clusters
  Score: Raw -882506.026002 + Penalty 10019.176183 = -872486.849819
  nChanged 39
		SP:Iteration 16Q (39656.320000 sec): 3 clusters
  Score: Raw -882546.648717 + Penalty 10019.176183 = -872527.472534
  nChanged 41
		SP:Iteration 17Q (39656.340000 sec): 3 clusters
  Score: Raw -882597.770436 + Penalty 10019.176183 = -872578.594253
  nChanged 36
		SP:Iteration 18Q (39656.370000 sec): 3 clusters
  Score: Raw -882639.570915 + Penalty 10019.176183 = -872620.394733
  nChanged 37
		SP:Iteration 19Q (39656.390000 sec): 3 clusters
  Score: Raw -882689.260809 + Penalty 10019.176183 = -872670.084627
  nChanged 37
		SP:Iteration 20F (39656.420000 sec): 3 clusters
  Score: Raw -882727.888783 + Penalty 10019.176183 = -872708.712600
  nChanged 33
		SP:Iteration 21Q (39656.440000 sec): 3 clusters
  Score: Raw -882765.459745 + Penalty 10019.176183 = -872746.283563
  nChanged 31
		SP:Iteration 22Q (39656.470000 sec): 3 clusters
  Score: Raw -882800.701959 + Penalty 10019.176183 = -872781.525776
  nChanged 31
		SP:Iteration 23Q (39656.490000 sec): 3 clusters
  Score: Raw -882834.418486 + Penalty 10019.176183 = -872815.242303
  nChanged 23
		SP:Iteration 24Q (39656.510000 sec): 3 clusters
  Score: Raw -882859.826791 + Penalty 10019.176183 = -872840.650608
  nChanged 21
		SP:Iteration 25Q (39656.540000 sec): 3 clusters
  Score: Raw -882881.501391 + Penalty 10019.176183 = -872862.325209
  nChanged 23
		SP:Iteration 26Q (39656.560000 sec): 3 clusters
  Score: Raw -882906.821663 + Penalty 10019.176183 = -872887.645480
  nChanged 14
		SP:Iteration 27Q (39656.590000 sec): 3 clusters
  Score: Raw -882920.043281 + Penalty 10019.176183 = -872900.867098
  nChanged 8
		SP:Iteration 28Q (39656.610000 sec): 3 clusters
  Score: Raw -882929.890757 + Penalty 10019.176183 = -872910.714574
  nChanged 5
		SP:Iteration 29Q (39656.630000 sec): 3 clusters
  Score: Raw -882933.911080 + Penalty 10019.176183 = -872914.734897
  nChanged 3
		SP:Iteration 30Q (39656.660000 sec): 3 clusters
  Score: Raw -882935.727066 + Penalty 10019.176183 = -872916.550883
  nChanged 1
		SP:Iteration 31Q (39656.680000 sec): 3 clusters
  Score: Raw -882936.054022 + Penalty 10019.176183 = -872916.877839
  nChanged 0
		SP:Iteration 32F (39656.710000 sec): 3 clusters
  Score: Raw -882936.054022 + Penalty 10019.176183 = -872916.877839
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39656.720000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39656.730000 sec): 3 clusters
  Score: Raw -382012.826164 + Penalty 8912.086091 = -373100.740073
  nChanged 277
		SP:Iteration 1F (39656.750000 sec): 3 clusters
  Score: Raw -382545.939730 + Penalty 8912.086091 = -373633.853639
  nChanged 93
		SP:Iteration 2F (39656.760000 sec): 3 clusters
  Score: Raw -382823.493426 + Penalty 8912.086091 = -373911.407334
  nChanged 49
		SP:Iteration 3Q (39656.770000 sec): 3 clusters
  Score: Raw -382957.966701 + Penalty 8912.086091 = -374045.880610
  nChanged 23
		SP:Iteration 4Q (39656.780000 sec): 3 clusters
  Score: Raw -383034.177380 + Penalty 8912.086091 = -374122.091288
  nChanged 21
		SP:Iteration 5Q (39656.790000 sec): 3 clusters
  Score: Raw -383095.099236 + Penalty 8912.086091 = -374183.013145
  nChanged 15
		SP:Iteration 6Q (39656.800000 sec): 3 clusters
  Score: Raw -383141.198213 + Penalty 8912.086091 = -374229.112122
  nChanged 15
		SP:Iteration 7Q (39656.810000 sec): 3 clusters
  Score: Raw -383171.123081 + Penalty 8912.086091 = -374259.036990
  nChanged 10
		SP:Iteration 8Q (39656.820000 sec): 3 clusters
  Score: Raw -383188.888014 + Penalty 8912.086091 = -374276.801923
  nChanged 8
		SP:Iteration 9Q (39656.830000 sec): 3 clusters
  Score: Raw -383205.576888 + Penalty 8912.086091 = -374293.490797
  nChanged 6
		SP:Iteration 10Q (39656.840000 sec): 3 clusters
  Score: Raw -383214.764413 + Penalty 8912.086091 = -374302.678322
  nChanged 2
		SP:Iteration 11Q (39656.850000 sec): 3 clusters
  Score: Raw -383218.012793 + Penalty 8912.086091 = -374305.926701
  nChanged 2
		SP:Iteration 12Q (39656.860000 sec): 3 clusters
  Score: Raw -383221.242785 + Penalty 8912.086091 = -374309.156694
  nChanged 2
		SP:Iteration 13Q (39656.870000 sec): 3 clusters
  Score: Raw -383223.749765 + Penalty 8912.086091 = -374311.663673
  nChanged 0
		SP:Iteration 14F (39656.880000 sec): 3 clusters
  Score: Raw -383223.749765 + Penalty 8912.086091 = -374311.663673
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39656.890000 sec): 2 clusters
  Score: Raw -336462.275837 + Penalty 4393.579942 = -332068.695895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39656.900000 sec): 3 clusters
  Score: Raw -336451.939798 + Penalty 8787.159885 = -327664.779913
  nChanged 213
		SP:Iteration 1F (39656.910000 sec): 3 clusters
  Score: Raw -336867.687591 + Penalty 8787.159885 = -328080.527706
  nChanged 64
		SP:Iteration 2Q (39656.920000 sec): 3 clusters
  Score: Raw -336997.085322 + Penalty 8787.159885 = -328209.925438
  nChanged 24
		SP:Iteration 3Q (39656.930000 sec): 3 clusters
  Score: Raw -337037.658223 + Penalty 8787.159885 = -328250.498338
  nChanged 10
		SP:Iteration 4Q (39656.940000 sec): 3 clusters
  Score: Raw -337066.290881 + Penalty 8787.159885 = -328279.130997
  nChanged 10
		SP:Iteration 5Q (39656.950000 sec): 3 clusters
  Score: Raw -337084.021688 + Penalty 8787.159885 = -328296.861804
  nChanged 1
		SP:Iteration 6Q (39656.960000 sec): 3 clusters
  Score: Raw -337085.866694 + Penalty 8787.159885 = -328298.706809
  nChanged 2
		SP:Iteration 7Q (39656.970000 sec): 3 clusters
  Score: Raw -337091.482559 + Penalty 8787.159885 = -328304.322675
  nChanged 4
		SP:Iteration 8Q (39656.980000 sec): 3 clusters
  Score: Raw -337102.037829 + Penalty 8787.159885 = -328314.877945
  nChanged 5
		SP:Iteration 9Q (39656.990000 sec): 3 clusters
  Score: Raw -337111.295458 + Penalty 8787.159885 = -328324.135574
  nChanged 3
		SP:Iteration 10Q (39657.000000 sec): 3 clusters
  Score: Raw -337116.449039 + Penalty 8787.159885 = -328329.289154
  nChanged 3
		SP:Iteration 11Q (39657.010000 sec): 3 clusters
  Score: Raw -337121.297803 + Penalty 8787.159885 = -328334.137918
  nChanged 6
		SP:Iteration 12Q (39657.020000 sec): 3 clusters
  Score: Raw -337135.127514 + Penalty 8787.159885 = -328347.967629
  nChanged 2
		SP:Iteration 13Q (39657.030000 sec): 3 clusters
  Score: Raw -337143.297805 + Penalty 8787.159885 = -328356.137921
  nChanged 4
		SP:Iteration 14Q (39657.040000 sec): 3 clusters
  Score: Raw -337148.778594 + Penalty 8787.159885 = -328361.618709
  nChanged 0
		SP:Iteration 15F (39657.050000 sec): 3 clusters
  Score: Raw -337148.778594 + Penalty 8787.159885 = -328361.618709
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39657.150000 sec): 2 clusters
  Score: Raw -3462470.150723 + Penalty 5816.511950 = -3456653.638774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39657.250000 sec): 3 clusters
  Score: Raw -3455966.755368 + Penalty 11633.023899 = -3444333.731469
  nChanged 5059
		SP:Iteration 1F (39657.350000 sec): 3 clusters
  Score: Raw -3458765.274934 + Penalty 11633.023899 = -3447132.251035
  nChanged 997
		SP:Iteration 2F (39657.450000 sec): 3 clusters
  Score: Raw -3459319.255452 + Penalty 11633.023899 = -3447686.231553
  nChanged 658
		SP:Iteration 3Q (39657.550000 sec): 3 clusters
  Score: Raw -3459623.443149 + Penalty 11633.023899 = -3447990.419250
  nChanged 448
		SP:Iteration 4Q (39657.660000 sec): 3 clusters
  Score: Raw -3459817.530891 + Penalty 11633.023899 = -3448184.506992
  nChanged 327
		SP:Iteration 5Q (39657.760000 sec): 3 clusters
  Score: Raw -3459968.941476 + Penalty 11633.023899 = -3448335.917577
  nChanged 285
		SP:Iteration 6Q (39657.860000 sec): 3 clusters
  Score: Raw -3460092.465689 + Penalty 11633.023899 = -3448459.441790
  nChanged 272
		SP:Iteration 7Q (39657.960000 sec): 3 clusters
  Score: Raw -3460215.706659 + Penalty 11633.023899 = -3448582.682760
  nChanged 248
		SP:Iteration 8Q (39658.070000 sec): 3 clusters
  Score: Raw -3460335.167883 + Penalty 11633.023899 = -3448702.143984
  nChanged 250
		SP:Iteration 9Q (39658.170000 sec): 3 clusters
  Score: Raw -3460451.489983 + Penalty 11633.023899 = -3448818.466084
  nChanged 260
		SP:Iteration 10Q (39658.270000 sec): 3 clusters
  Score: Raw -3460565.544785 + Penalty 11633.023899 = -3448932.520886
  nChanged 249
		SP:Iteration 11Q (39658.370000 sec): 3 clusters
  Score: Raw -3460685.402583 + Penalty 11633.023899 = -3449052.378684
  nChanged 247
		SP:Iteration 12Q (39658.470000 sec): 3 clusters
  Score: Raw -3460828.238545 + Penalty 11633.023899 = -3449195.214646
  nChanged 288
		SP:Iteration 13Q (39658.570000 sec): 3 clusters
  Score: Raw -3460989.398880 + Penalty 11633.023899 = -3449356.374981
  nChanged 306
		SP:Iteration 14Q (39658.680000 sec): 3 clusters
  Score: Raw -3461147.942032 + Penalty 11633.023899 = -3449514.918133
  nChanged 286
		SP:Iteration 15Q (39658.780000 sec): 3 clusters
  Score: Raw -3461303.765454 + Penalty 11633.023899 = -3449670.741555
  nChanged 294
		SP:Iteration 16Q (39658.880000 sec): 3 clusters
  Score: Raw -3461455.069027 + Penalty 11633.023899 = -3449822.045128
  nChanged 294
		SP:Iteration 17Q (39658.980000 sec): 3 clusters
  Score: Raw -3461607.653625 + Penalty 11633.023899 = -3449974.629725
  nChanged 298
		SP:Iteration 18Q (39659.080000 sec): 3 clusters
  Score: Raw -3461764.360636 + Penalty 11633.023899 = -3450131.336737
  nChanged 309
		SP:Iteration 19Q (39659.180000 sec): 3 clusters
  Score: Raw -3461924.667206 + Penalty 11633.023899 = -3450291.643307
  nChanged 295
		SP:Iteration 20F (39659.280000 sec): 3 clusters
  Score: Raw -3462095.851312 + Penalty 11633.023899 = -3450462.827413
  nChanged 325
		SP:Iteration 21Q (39659.390000 sec): 3 clusters
  Score: Raw -3462287.311926 + Penalty 11633.023899 = -3450654.288027
  nChanged 322
		SP:Iteration 22Q (39659.490000 sec): 3 clusters
  Score: Raw -3462503.086572 + Penalty 11633.023899 = -3450870.062673
  nChanged 347
		SP:Iteration 23Q (39659.590000 sec): 3 clusters
  Score: Raw -3462725.901084 + Penalty 11633.023899 = -3451092.877185
  nChanged 350
		SP:Iteration 24Q (39659.680000 sec): 3 clusters
  Score: Raw -3462925.435304 + Penalty 11633.023899 = -3451292.411404
  nChanged 343
		SP:Iteration 25Q (39659.780000 sec): 3 clusters
  Score: Raw -3463110.730783 + Penalty 11633.023899 = -3451477.706884
  nChanged 304
		SP:Iteration 26Q (39659.880000 sec): 3 clusters
  Score: Raw -3463277.282152 + Penalty 11633.023899 = -3451644.258253
  nChanged 292
		SP:Iteration 27Q (39659.980000 sec): 3 clusters
  Score: Raw -3463451.085651 + Penalty 11633.023899 = -3451818.061752
  nChanged 280
		SP:Iteration 28Q (39660.070000 sec): 3 clusters
  Score: Raw -3463614.224484 + Penalty 11633.023899 = -3451981.200585
  nChanged 279
		SP:Iteration 29Q (39660.170000 sec): 3 clusters
  Score: Raw -3463757.418261 + Penalty 11633.023899 = -3452124.394362
  nChanged 247
		SP:Iteration 30Q (39660.270000 sec): 3 clusters
  Score: Raw -3463902.706265 + Penalty 11633.023899 = -3452269.682366
  nChanged 252
		SP:Iteration 31Q (39660.370000 sec): 3 clusters
  Score: Raw -3464060.244385 + Penalty 11633.023899 = -3452427.220485
  nChanged 239
		SP:Iteration 32Q (39660.460000 sec): 3 clusters
  Score: Raw -3464193.834395 + Penalty 11633.023899 = -3452560.810496
  nChanged 209
		SP:Iteration 33Q (39660.550000 sec): 3 clusters
  Score: Raw -3464304.322913 + Penalty 11633.023899 = -3452671.299014
  nChanged 185
		SP:Iteration 34Q (39660.650000 sec): 3 clusters
  Score: Raw -3464407.677775 + Penalty 11633.023899 = -3452774.653876
  nChanged 188
		SP:Iteration 35Q (39660.750000 sec): 3 clusters
  Score: Raw -3464508.276414 + Penalty 11633.023899 = -3452875.252515
  nChanged 161
		SP:Iteration 36Q (39660.840000 sec): 3 clusters
  Score: Raw -3464601.295873 + Penalty 11633.023899 = -3452968.271974
  nChanged 147
		SP:Iteration 37Q (39660.930000 sec): 3 clusters
  Score: Raw -3464689.351747 + Penalty 11633.023899 = -3453056.327848
  nChanged 132
		SP:Iteration 38Q (39661.020000 sec): 3 clusters
  Score: Raw -3464752.528893 + Penalty 11633.023899 = -3453119.504994
  nChanged 108
		SP:Iteration 39Q (39661.110000 sec): 3 clusters
  Score: Raw -3464801.923934 + Penalty 11633.023899 = -3453168.900035
  nChanged 86
		SP:Iteration 40F (39661.220000 sec): 3 clusters
  Score: Raw -3464837.637345 + Penalty 11633.023899 = -3453204.613446
  nChanged 68
		SP:Iteration 41Q (39661.310000 sec): 3 clusters
  Score: Raw -3464866.167304 + Penalty 11633.023899 = -3453233.143405
  nChanged 55
		SP:Iteration 42Q (39661.400000 sec): 3 clusters
  Score: Raw -3464887.524308 + Penalty 11633.023899 = -3453254.500409
  nChanged 43
		SP:Iteration 43Q (39661.490000 sec): 3 clusters
  Score: Raw -3464903.024992 + Penalty 11633.023899 = -3453270.001093
  nChanged 40
		SP:Iteration 44Q (39661.580000 sec): 3 clusters
  Score: Raw -3464915.887013 + Penalty 11633.023899 = -3453282.863114
  nChanged 30
		SP:Iteration 45Q (39661.670000 sec): 3 clusters
  Score: Raw -3464924.743317 + Penalty 11633.023899 = -3453291.719418
  nChanged 23
		SP:Iteration 46Q (39661.760000 sec): 3 clusters
  Score: Raw -3464929.859885 + Penalty 11633.023899 = -3453296.835986
  nChanged 14
		SP:Iteration 47Q (39661.850000 sec): 3 clusters
  Score: Raw -3464932.341282 + Penalty 11633.023899 = -3453299.317383
  nChanged 9
		SP:Iteration 48Q (39661.940000 sec): 3 clusters
  Score: Raw -3464934.553202 + Penalty 11633.023899 = -3453301.529303
  nChanged 1
		SP:Iteration 49Q (39662.030000 sec): 3 clusters
  Score: Raw -3464934.867969 + Penalty 11633.023899 = -3453301.844070
  nChanged 0
		SP:Iteration 50F (39662.130000 sec): 3 clusters
  Score: Raw -3464934.867969 + Penalty 11633.023899 = -3453301.844070
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (15832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39662.230000 sec): 2 clusters
  Score: Raw -4220798.836743 + Penalty 5922.745448 = -4214876.091294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39662.350000 sec): 3 clusters
  Score: Raw -4212822.464485 + Penalty 11845.490897 = -4200976.973588
  nChanged 6316
		SP:Iteration 1F (39662.470000 sec): 3 clusters
  Score: Raw -4216197.006653 + Penalty 11845.490897 = -4204351.515756
  nChanged 1106
		SP:Iteration 2F (39662.590000 sec): 3 clusters
  Score: Raw -4216808.052594 + Penalty 11845.490897 = -4204962.561697
  nChanged 833
		SP:Iteration 3F (39662.710000 sec): 3 clusters
  Score: Raw -4217236.420483 + Penalty 11845.490897 = -4205390.929586
  nChanged 663
		SP:Iteration 4Q (39662.840000 sec): 3 clusters
  Score: Raw -4217583.819555 + Penalty 11845.490897 = -4205738.328658
  nChanged 630
		SP:Iteration 5Q (39662.960000 sec): 3 clusters
  Score: Raw -4217948.555474 + Penalty 11845.490897 = -4206103.064577
  nChanged 614
		SP:Iteration 6Q (39663.080000 sec): 3 clusters
  Score: Raw -4218301.188256 + Penalty 11845.490897 = -4206455.697359
  nChanged 599
		SP:Iteration 7Q (39663.200000 sec): 3 clusters
  Score: Raw -4218676.036485 + Penalty 11845.490897 = -4206830.545588
  nChanged 622
		SP:Iteration 8Q (39663.320000 sec): 3 clusters
  Score: Raw -4219048.825505 + Penalty 11845.490897 = -4207203.334608
  nChanged 598
		SP:Iteration 9Q (39663.440000 sec): 3 clusters
  Score: Raw -4219411.162017 + Penalty 11845.490897 = -4207565.671120
  nChanged 567
		SP:Iteration 10Q (39663.560000 sec): 3 clusters
  Score: Raw -4219756.888475 + Penalty 11845.490897 = -4207911.397578
  nChanged 538
		SP:Iteration 11Q (39663.680000 sec): 3 clusters
  Score: Raw -4220062.936510 + Penalty 11845.490897 = -4208217.445613
  nChanged 482
		SP:Iteration 12Q (39663.800000 sec): 3 clusters
  Score: Raw -4220336.473729 + Penalty 11845.490897 = -4208490.982832
  nChanged 414
		SP:Iteration 13Q (39663.920000 sec): 3 clusters
  Score: Raw -4220579.998955 + Penalty 11845.490897 = -4208734.508059
  nChanged 389
		SP:Iteration 14Q (39664.040000 sec): 3 clusters
  Score: Raw -4220836.198641 + Penalty 11845.490897 = -4208990.707744
  nChanged 377
		SP:Iteration 15Q (39664.160000 sec): 3 clusters
  Score: Raw -4221127.156404 + Penalty 11845.490897 = -4209281.665508
  nChanged 351
		SP:Iteration 16Q (39664.280000 sec): 3 clusters
  Score: Raw -4221400.884427 + Penalty 11845.490897 = -4209555.393530
  nChanged 284
		SP:Iteration 17Q (39664.390000 sec): 3 clusters
  Score: Raw -4221613.552160 + Penalty 11845.490897 = -4209768.061263
  nChanged 220
		SP:Iteration 18Q (39664.510000 sec): 3 clusters
  Score: Raw -4221787.397841 + Penalty 11845.490897 = -4209941.906944
  nChanged 210
		SP:Iteration 19Q (39664.630000 sec): 3 clusters
  Score: Raw -4221951.849309 + Penalty 11845.490897 = -4210106.358412
  nChanged 205
		SP:Iteration 20F (39664.750000 sec): 3 clusters
  Score: Raw -4222089.510895 + Penalty 11845.490897 = -4210244.019998
  nChanged 145
		SP:Iteration 21Q (39664.850000 sec): 3 clusters
  Score: Raw -4222185.812513 + Penalty 11845.490897 = -4210340.321617
  nChanged 117
		SP:Iteration 22Q (39664.960000 sec): 3 clusters
  Score: Raw -4222260.309626 + Penalty 11845.490897 = -4210414.818730
  nChanged 93
		SP:Iteration 23Q (39665.070000 sec): 3 clusters
  Score: Raw -4222321.427237 + Penalty 11845.490897 = -4210475.936341
  nChanged 91
		SP:Iteration 24Q (39665.170000 sec): 3 clusters
  Score: Raw -4222377.501634 + Penalty 11845.490897 = -4210532.010737
  nChanged 70
		SP:Iteration 25Q (39665.280000 sec): 3 clusters
  Score: Raw -4222416.485797 + Penalty 11845.490897 = -4210570.994900
  nChanged 58
		SP:Iteration 26Q (39665.380000 sec): 3 clusters
  Score: Raw -4222446.478721 + Penalty 11845.490897 = -4210600.987824
  nChanged 48
		SP:Iteration 27Q (39665.490000 sec): 3 clusters
  Score: Raw -4222471.713518 + Penalty 11845.490897 = -4210626.222622
  nChanged 44
		SP:Iteration 28Q (39665.590000 sec): 3 clusters
  Score: Raw -4222495.245741 + Penalty 11845.490897 = -4210649.754844
  nChanged 39
		SP:Iteration 29Q (39665.690000 sec): 3 clusters
  Score: Raw -4222514.527438 + Penalty 11845.490897 = -4210669.036541
  nChanged 38
		SP:Iteration 30Q (39665.790000 sec): 3 clusters
  Score: Raw -4222534.041206 + Penalty 11845.490897 = -4210688.550309
  nChanged 39
		SP:Iteration 31Q (39665.890000 sec): 3 clusters
  Score: Raw -4222554.258869 + Penalty 11845.490897 = -4210708.767972
  nChanged 29
		SP:Iteration 32Q (39665.990000 sec): 3 clusters
  Score: Raw -4222567.973465 + Penalty 11845.490897 = -4210722.482569
  nChanged 19
		SP:Iteration 33Q (39666.090000 sec): 3 clusters
  Score: Raw -4222576.294123 + Penalty 11845.490897 = -4210730.803226
  nChanged 16
		SP:Iteration 34Q (39666.190000 sec): 3 clusters
  Score: Raw -4222581.550670 + Penalty 11845.490897 = -4210736.059773
  nChanged 11
		SP:Iteration 35Q (39666.290000 sec): 3 clusters
  Score: Raw -4222585.345767 + Penalty 11845.490897 = -4210739.854870
  nChanged 7
		SP:Iteration 36Q (39666.390000 sec): 3 clusters
  Score: Raw -4222587.660601 + Penalty 11845.490897 = -4210742.169704
  nChanged 5
		SP:Iteration 37Q (39666.480000 sec): 3 clusters
  Score: Raw -4222589.296444 + Penalty 11845.490897 = -4210743.805547
  nChanged 4
		SP:Iteration 38Q (39666.580000 sec): 3 clusters
  Score: Raw -4222591.123925 + Penalty 11845.490897 = -4210745.633028
  nChanged 9
		SP:Iteration 39Q (39666.680000 sec): 3 clusters
  Score: Raw -4222593.926358 + Penalty 11845.490897 = -4210748.435461
  nChanged 6
		SP:Iteration 40F (39666.800000 sec): 3 clusters
  Score: Raw -4222596.196073 + Penalty 11845.490897 = -4210750.705176
  nChanged 1
		SP:Iteration 41Q (39666.900000 sec): 3 clusters
  Score: Raw -4222596.662886 + Penalty 11845.490897 = -4210751.171989
  nChanged 0
		SP:Iteration 42F (39667.020000 sec): 3 clusters
  Score: Raw -4222596.662886 + Penalty 11845.490897 = -4210751.171989
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39667.630000 sec): 2 clusters
  Score: Raw -23691128.776775 + Penalty 6979.553065 = -23684149.223709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39668.310000 sec): 3 clusters
  Score: Raw -23637374.377431 + Penalty 13959.106131 = -23623415.271300
  nChanged 40326
		SP:Iteration 1F (39668.990000 sec): 3 clusters
  Score: Raw -23659017.010333 + Penalty 13959.106131 = -23645057.904202
  nChanged 3695
		SP:Iteration 2Q (39669.670000 sec): 3 clusters
  Score: Raw -23660031.227527 + Penalty 13959.106131 = -23646072.121396
  nChanged 3277
		SP:Iteration 3Q (39670.350000 sec): 3 clusters
  Score: Raw -23660870.123564 + Penalty 13959.106131 = -23646911.017433
  nChanged 2928
		SP:Iteration 4Q (39671.030000 sec): 3 clusters
  Score: Raw -23661646.794217 + Penalty 13959.106131 = -23647687.688086
  nChanged 2854
		SP:Iteration 5Q (39671.720000 sec): 3 clusters
  Score: Raw -23662435.675804 + Penalty 13959.106131 = -23648476.569673
  nChanged 2932
		SP:Iteration 6Q (39672.400000 sec): 3 clusters
  Score: Raw -23663302.022756 + Penalty 13959.106131 = -23649342.916625
  nChanged 3266
		SP:Iteration 7Q (39673.090000 sec): 3 clusters
  Score: Raw -23664420.792218 + Penalty 13959.106131 = -23650461.686087
  nChanged 3784
		SP:Iteration 8Q (39673.770000 sec): 3 clusters
  Score: Raw -23666064.055387 + Penalty 13959.106131 = -23652104.949257
  nChanged 4642
		SP:Iteration 9F (39674.450000 sec): 3 clusters
  Score: Raw -23668629.950200 + Penalty 13959.106131 = -23654670.844069
  nChanged 5594
		SP:Iteration 10F (39675.120000 sec): 3 clusters
  Score: Raw -23672383.832351 + Penalty 13959.106131 = -23658424.726220
  nChanged 6277
		SP:Iteration 11F (39675.800000 sec): 3 clusters
  Score: Raw -23677272.791906 + Penalty 13959.106131 = -23663313.685775
  nChanged 5950
		SP:Iteration 12F (39676.480000 sec): 3 clusters
  Score: Raw -23682486.984571 + Penalty 13959.106131 = -23668527.878440
  nChanged 4742
		SP:Iteration 13F (39677.160000 sec): 3 clusters
  Score: Raw -23686745.475346 + Penalty 13959.106131 = -23672786.369215
  nChanged 2940
		SP:Iteration 14Q (39677.820000 sec): 3 clusters
  Score: Raw -23689281.716529 + Penalty 13959.106131 = -23675322.610398
  nChanged 1578
		SP:Iteration 15Q (39678.440000 sec): 3 clusters
  Score: Raw -23690647.812178 + Penalty 13959.106131 = -23676688.706048
  nChanged 813
		SP:Iteration 16Q (39679.020000 sec): 3 clusters
  Score: Raw -23691374.631802 + Penalty 13959.106131 = -23677415.525671
  nChanged 415
		SP:Iteration 17Q (39679.560000 sec): 3 clusters
  Score: Raw -23691746.867834 + Penalty 13959.106131 = -23677787.761703
  nChanged 240
		SP:Iteration 18Q (39680.080000 sec): 3 clusters
  Score: Raw -23691971.850015 + Penalty 13959.106131 = -23678012.743884
  nChanged 151
		SP:Iteration 19Q (39680.580000 sec): 3 clusters
  Score: Raw -23692098.880857 + Penalty 13959.106131 = -23678139.774727
  nChanged 105
		SP:Iteration 20F (39681.260000 sec): 3 clusters
  Score: Raw -23692180.647810 + Penalty 13959.106131 = -23678221.541680
  nChanged 66
		SP:Iteration 21Q (39681.750000 sec): 3 clusters
  Score: Raw -23692249.377259 + Penalty 13959.106131 = -23678290.271128
  nChanged 60
		SP:Iteration 22Q (39682.240000 sec): 3 clusters
  Score: Raw -23692308.694486 + Penalty 13959.106131 = -23678349.588356
  nChanged 52
		SP:Iteration 23Q (39682.720000 sec): 3 clusters
  Score: Raw -23692349.475242 + Penalty 13959.106131 = -23678390.369112
  nChanged 37
		SP:Iteration 24Q (39683.210000 sec): 3 clusters
  Score: Raw -23692379.496947 + Penalty 13959.106131 = -23678420.390816
  nChanged 34
		SP:Iteration 25Q (39683.690000 sec): 3 clusters
  Score: Raw -23692407.796093 + Penalty 13959.106131 = -23678448.689962
  nChanged 27
		SP:Iteration 26Q (39684.170000 sec): 3 clusters
  Score: Raw -23692431.439302 + Penalty 13959.106131 = -23678472.333171
  nChanged 19
		SP:Iteration 27Q (39684.640000 sec): 3 clusters
  Score: Raw -23692448.386901 + Penalty 13959.106131 = -23678489.280770
  nChanged 10
		SP:Iteration 28Q (39685.120000 sec): 3 clusters
  Score: Raw -23692455.039019 + Penalty 13959.106131 = -23678495.932888
  nChanged 9
		SP:Iteration 29Q (39685.600000 sec): 3 clusters
  Score: Raw -23692463.284506 + Penalty 13959.106131 = -23678504.178375
  nChanged 5
		SP:Iteration 30Q (39686.080000 sec): 3 clusters
  Score: Raw -23692467.736960 + Penalty 13959.106131 = -23678508.630829
  nChanged 5
		SP:Iteration 31Q (39686.560000 sec): 3 clusters
  Score: Raw -23692471.319179 + Penalty 13959.106131 = -23678512.213049
  nChanged 4
		SP:Iteration 32Q (39687.040000 sec): 3 clusters
  Score: Raw -23692472.833575 + Penalty 13959.106131 = -23678513.727444
  nChanged 1
		SP:Iteration 33Q (39687.510000 sec): 3 clusters
  Score: Raw -23692473.088508 + Penalty 13959.106131 = -23678513.982377
  nChanged 0
		SP:Iteration 34F (39688.190000 sec): 3 clusters
  Score: Raw -23692473.088508 + Penalty 13959.106131 = -23678513.982377
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (9257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39688.300000 sec): 2 clusters
  Score: Raw -2356453.450261 + Penalty 5594.045372 = -2350859.404889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39688.370000 sec): 3 clusters
  Score: Raw -2352346.955056 + Penalty 11188.090744 = -2341158.864312
  nChanged 3428
		SP:Iteration 1F (39688.440000 sec): 3 clusters
  Score: Raw -2354514.517084 + Penalty 11188.090744 = -2343326.426340
  nChanged 777
		SP:Iteration 2F (39688.510000 sec): 3 clusters
  Score: Raw -2355179.979362 + Penalty 11188.090744 = -2343991.888619
  nChanged 606
		SP:Iteration 3F (39688.580000 sec): 3 clusters
  Score: Raw -2355780.860491 + Penalty 11188.090744 = -2344592.769748
  nChanged 540
		SP:Iteration 4F (39688.650000 sec): 3 clusters
  Score: Raw -2356379.779446 + Penalty 11188.090744 = -2345191.688702
  nChanged 495
		SP:Iteration 5F (39688.720000 sec): 3 clusters
  Score: Raw -2356895.610023 + Penalty 11188.090744 = -2345707.519279
  nChanged 480
		SP:Iteration 6F (39688.790000 sec): 3 clusters
  Score: Raw -2357436.830019 + Penalty 11188.090744 = -2346248.739275
  nChanged 461
		SP:Iteration 7Q (39688.860000 sec): 3 clusters
  Score: Raw -2357896.652120 + Penalty 11188.090744 = -2346708.561376
  nChanged 396
		SP:Iteration 8Q (39688.920000 sec): 3 clusters
  Score: Raw -2358258.588521 + Penalty 11188.090744 = -2347070.497777
  nChanged 364
		SP:Iteration 9Q (39688.990000 sec): 3 clusters
  Score: Raw -2358659.707587 + Penalty 11188.090744 = -2347471.616844
  nChanged 353
		SP:Iteration 10Q (39689.050000 sec): 3 clusters
  Score: Raw -2359123.531125 + Penalty 11188.090744 = -2347935.440382
  nChanged 355
		SP:Iteration 11Q (39689.120000 sec): 3 clusters
  Score: Raw -2359539.097716 + Penalty 11188.090744 = -2348351.006972
  nChanged 264
		SP:Iteration 12Q (39689.180000 sec): 3 clusters
  Score: Raw -2359761.160212 + Penalty 11188.090744 = -2348573.069468
  nChanged 187
		SP:Iteration 13Q (39689.240000 sec): 3 clusters
  Score: Raw -2359891.307120 + Penalty 11188.090744 = -2348703.216376
  nChanged 140
		SP:Iteration 14Q (39689.310000 sec): 3 clusters
  Score: Raw -2359977.322528 + Penalty 11188.090744 = -2348789.231784
  nChanged 98
		SP:Iteration 15Q (39689.370000 sec): 3 clusters
  Score: Raw -2360033.938312 + Penalty 11188.090744 = -2348845.847568
  nChanged 75
		SP:Iteration 16Q (39689.430000 sec): 3 clusters
  Score: Raw -2360079.247647 + Penalty 11188.090744 = -2348891.156903
  nChanged 68
		SP:Iteration 17Q (39689.490000 sec): 3 clusters
  Score: Raw -2360131.427686 + Penalty 11188.090744 = -2348943.336943
  nChanged 78
		SP:Iteration 18Q (39689.550000 sec): 3 clusters
  Score: Raw -2360195.778298 + Penalty 11188.090744 = -2349007.687554
  nChanged 104
		SP:Iteration 19Q (39689.610000 sec): 3 clusters
  Score: Raw -2360285.825500 + Penalty 11188.090744 = -2349097.734756
  nChanged 105
		SP:Iteration 20F (39689.680000 sec): 3 clusters
  Score: Raw -2360372.954341 + Penalty 11188.090744 = -2349184.863597
  nChanged 104
		SP:Iteration 21Q (39689.740000 sec): 3 clusters
  Score: Raw -2360469.223478 + Penalty 11188.090744 = -2349281.132734
  nChanged 104
		SP:Iteration 22Q (39689.800000 sec): 3 clusters
  Score: Raw -2360572.874701 + Penalty 11188.090744 = -2349384.783957
  nChanged 128
		SP:Iteration 23Q (39689.860000 sec): 3 clusters
  Score: Raw -2360743.120446 + Penalty 11188.090744 = -2349555.029703
  nChanged 149
		SP:Iteration 24Q (39689.920000 sec): 3 clusters
  Score: Raw -2360983.550371 + Penalty 11188.090744 = -2349795.459628
  nChanged 161
		SP:Iteration 25Q (39689.980000 sec): 3 clusters
  Score: Raw -2361226.578877 + Penalty 11188.090744 = -2350038.488133
  nChanged 130
		SP:Iteration 26Q (39690.040000 sec): 3 clusters
  Score: Raw -2361365.732694 + Penalty 11188.090744 = -2350177.641950
  nChanged 71
		SP:Iteration 27Q (39690.100000 sec): 3 clusters
  Score: Raw -2361413.567098 + Penalty 11188.090744 = -2350225.476354
  nChanged 39
		SP:Iteration 28Q (39690.160000 sec): 3 clusters
  Score: Raw -2361431.611905 + Penalty 11188.090744 = -2350243.521161
  nChanged 21
		SP:Iteration 29Q (39690.210000 sec): 3 clusters
  Score: Raw -2361441.334055 + Penalty 11188.090744 = -2350253.243311
  nChanged 21
		SP:Iteration 30Q (39690.270000 sec): 3 clusters
  Score: Raw -2361449.592057 + Penalty 11188.090744 = -2350261.501313
  nChanged 13
		SP:Iteration 31Q (39690.320000 sec): 3 clusters
  Score: Raw -2361454.287586 + Penalty 11188.090744 = -2350266.196842
  nChanged 7
		SP:Iteration 32Q (39690.380000 sec): 3 clusters
  Score: Raw -2361456.551553 + Penalty 11188.090744 = -2350268.460809
  nChanged 1
		SP:Iteration 33Q (39690.440000 sec): 3 clusters
  Score: Raw -2361456.893383 + Penalty 11188.090744 = -2350268.802639
  nChanged 0
		SP:Iteration 34F (39690.510000 sec): 3 clusters
  Score: Raw -2361456.893383 + Penalty 11188.090744 = -2350268.802639
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39690.520000 sec): 2 clusters
  Score: Raw -75626.174899 + Penalty 3675.866613 = -71950.308286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39690.520000 sec): 3 clusters
  Score: Raw -76591.441009 + Penalty 7351.733226 = -69239.707784
  nChanged 74
		SP:Iteration 1F (39690.530000 sec): 3 clusters
  Score: Raw -77315.834022 + Penalty 7351.733226 = -69964.100796
  nChanged 45
		SP:Iteration 2F (39690.530000 sec): 3 clusters
  Score: Raw -77908.533583 + Penalty 7351.733226 = -70556.800357
  nChanged 19
		SP:Iteration 3Q (39690.540000 sec): 3 clusters
  Score: Raw -78356.264395 + Penalty 7351.733226 = -71004.531170
  nChanged 9
		SP:Iteration 4Q (39690.540000 sec): 3 clusters
  Score: Raw -78630.585332 + Penalty 7351.733226 = -71278.852106
  nChanged 5
		SP:Iteration 5Q (39690.540000 sec): 3 clusters
  Score: Raw -78702.216723 + Penalty 7351.733226 = -71350.483497
  nChanged 5
		SP:Iteration 6Q (39690.540000 sec): 3 clusters
  Score: Raw -78782.613041 + Penalty 7351.733226 = -71430.879816
  nChanged 1
		SP:Iteration 7Q (39690.540000 sec): 3 clusters
  Score: Raw -78801.236155 + Penalty 7351.733226 = -71449.502929
  nChanged 1
		SP:Iteration 8Q (39690.550000 sec): 3 clusters
  Score: Raw -78809.954919 + Penalty 7351.733226 = -71458.221694
  nChanged 0
		SP:Iteration 9F (39690.550000 sec): 3 clusters
  Score: Raw -78812.402174 + Penalty 7351.733226 = -71460.668948
  nChanged 1
		SP:Iteration 10Q (39690.550000 sec): 3 clusters
  Score: Raw -78853.760204 + Penalty 7351.733226 = -71502.026979
  nChanged 1
		SP:Iteration 11Q (39690.560000 sec): 3 clusters
  Score: Raw -78861.031013 + Penalty 7351.733226 = -71509.297788
  nChanged 2
		SP:Iteration 12Q (39690.560000 sec): 3 clusters
  Score: Raw -78887.323002 + Penalty 7351.733226 = -71535.589777
  nChanged 0
		SP:Iteration 13F (39690.560000 sec): 3 clusters
  Score: Raw -78887.323002 + Penalty 7351.733226 = -71535.589777
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39690.760000 sec): 2 clusters
  Score: Raw -7354657.596223 + Penalty 6264.758015 = -7348392.838208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39690.970000 sec): 3 clusters
  Score: Raw -7339590.633735 + Penalty 12529.516030 = -7327061.117706
  nChanged 11674
		SP:Iteration 1F (39691.180000 sec): 3 clusters
  Score: Raw -7345685.312284 + Penalty 12529.516030 = -7333155.796254
  nChanged 1663
		SP:Iteration 2F (39691.380000 sec): 3 clusters
  Score: Raw -7346376.081543 + Penalty 12529.516030 = -7333846.565513
  nChanged 1321
		SP:Iteration 3Q (39691.600000 sec): 3 clusters
  Score: Raw -7346866.805347 + Penalty 12529.516030 = -7334337.289318
  nChanged 1063
		SP:Iteration 4Q (39691.810000 sec): 3 clusters
  Score: Raw -7347259.720231 + Penalty 12529.516030 = -7334730.204201
  nChanged 924
		SP:Iteration 5Q (39692.020000 sec): 3 clusters
  Score: Raw -7347590.344627 + Penalty 12529.516030 = -7335060.828598
  nChanged 804
		SP:Iteration 6Q (39692.230000 sec): 3 clusters
  Score: Raw -7347901.472145 + Penalty 12529.516030 = -7335371.956116
  nChanged 786
		SP:Iteration 7Q (39692.440000 sec): 3 clusters
  Score: Raw -7348207.196453 + Penalty 12529.516030 = -7335677.680424
  nChanged 832
		SP:Iteration 8Q (39692.660000 sec): 3 clusters
  Score: Raw -7348543.351052 + Penalty 12529.516030 = -7336013.835023
  nChanged 860
		SP:Iteration 9Q (39692.860000 sec): 3 clusters
  Score: Raw -7348929.129559 + Penalty 12529.516030 = -7336399.613530
  nChanged 930
		SP:Iteration 10Q (39693.080000 sec): 3 clusters
  Score: Raw -7349398.331867 + Penalty 12529.516030 = -7336868.815838
  nChanged 1061
		SP:Iteration 11Q (39693.290000 sec): 3 clusters
  Score: Raw -7350026.056037 + Penalty 12529.516030 = -7337496.540007
  nChanged 1176
		SP:Iteration 12Q (39693.500000 sec): 3 clusters
  Score: Raw -7350724.500417 + Penalty 12529.516030 = -7338194.984388
  nChanged 1208
		SP:Iteration 13Q (39693.710000 sec): 3 clusters
  Score: Raw -7351379.871005 + Penalty 12529.516030 = -7338850.354975
  nChanged 1143
		SP:Iteration 14Q (39693.920000 sec): 3 clusters
  Score: Raw -7351962.208577 + Penalty 12529.516030 = -7339432.692548
  nChanged 1026
		SP:Iteration 15Q (39694.130000 sec): 3 clusters
  Score: Raw -7352404.564637 + Penalty 12529.516030 = -7339875.048608
  nChanged 810
		SP:Iteration 16Q (39694.340000 sec): 3 clusters
  Score: Raw -7352721.827988 + Penalty 12529.516030 = -7340192.311958
  nChanged 691
		SP:Iteration 17Q (39694.540000 sec): 3 clusters
  Score: Raw -7352963.579183 + Penalty 12529.516030 = -7340434.063153
  nChanged 570
		SP:Iteration 18Q (39694.750000 sec): 3 clusters
  Score: Raw -7353146.925263 + Penalty 12529.516030 = -7340617.409234
  nChanged 524
		SP:Iteration 19Q (39694.960000 sec): 3 clusters
  Score: Raw -7353291.905813 + Penalty 12529.516030 = -7340762.389784
  nChanged 395
		SP:Iteration 20F (39695.170000 sec): 3 clusters
  Score: Raw -7353395.059974 + Penalty 12529.516030 = -7340865.543944
  nChanged 364
		SP:Iteration 21Q (39695.380000 sec): 3 clusters
  Score: Raw -7353484.891291 + Penalty 12529.516030 = -7340955.375261
  nChanged 286
		SP:Iteration 22Q (39695.590000 sec): 3 clusters
  Score: Raw -7353548.450031 + Penalty 12529.516030 = -7341018.934001
  nChanged 248
		SP:Iteration 23Q (39695.800000 sec): 3 clusters
  Score: Raw -7353604.802476 + Penalty 12529.516030 = -7341075.286447
  nChanged 223
		SP:Iteration 24Q (39696.010000 sec): 3 clusters
  Score: Raw -7353650.578996 + Penalty 12529.516030 = -7341121.062966
  nChanged 199
		SP:Iteration 25Q (39696.220000 sec): 3 clusters
  Score: Raw -7353691.398107 + Penalty 12529.516030 = -7341161.882077
  nChanged 186
		SP:Iteration 26Q (39696.420000 sec): 3 clusters
  Score: Raw -7353730.516854 + Penalty 12529.516030 = -7341201.000824
  nChanged 181
		SP:Iteration 27Q (39696.630000 sec): 3 clusters
  Score: Raw -7353768.806132 + Penalty 12529.516030 = -7341239.290103
  nChanged 199
		SP:Iteration 28Q (39696.840000 sec): 3 clusters
  Score: Raw -7353811.039227 + Penalty 12529.516030 = -7341281.523198
  nChanged 176
		SP:Iteration 29Q (39697.050000 sec): 3 clusters
  Score: Raw -7353848.270174 + Penalty 12529.516030 = -7341318.754145
  nChanged 184
		SP:Iteration 30Q (39697.260000 sec): 3 clusters
  Score: Raw -7353889.990341 + Penalty 12529.516030 = -7341360.474311
  nChanged 192
		SP:Iteration 31Q (39697.460000 sec): 3 clusters
  Score: Raw -7353935.558697 + Penalty 12529.516030 = -7341406.042667
  nChanged 207
		SP:Iteration 32Q (39697.670000 sec): 3 clusters
  Score: Raw -7353984.695630 + Penalty 12529.516030 = -7341455.179601
  nChanged 196
		SP:Iteration 33Q (39697.880000 sec): 3 clusters
  Score: Raw -7354030.440700 + Penalty 12529.516030 = -7341500.924670
  nChanged 189
		SP:Iteration 34Q (39698.090000 sec): 3 clusters
  Score: Raw -7354072.618119 + Penalty 12529.516030 = -7341543.102089
  nChanged 197
		SP:Iteration 35Q (39698.300000 sec): 3 clusters
  Score: Raw -7354116.443179 + Penalty 12529.516030 = -7341586.927150
  nChanged 192
		SP:Iteration 36Q (39698.500000 sec): 3 clusters
  Score: Raw -7354160.069672 + Penalty 12529.516030 = -7341630.553642
  nChanged 193
		SP:Iteration 37Q (39698.710000 sec): 3 clusters
  Score: Raw -7354205.508310 + Penalty 12529.516030 = -7341675.992281
  nChanged 189
		SP:Iteration 38Q (39698.920000 sec): 3 clusters
  Score: Raw -7354253.640728 + Penalty 12529.516030 = -7341724.124699
  nChanged 187
		SP:Iteration 39Q (39699.130000 sec): 3 clusters
  Score: Raw -7354299.732679 + Penalty 12529.516030 = -7341770.216649
  nChanged 184
		SP:Iteration 40F (39699.340000 sec): 3 clusters
  Score: Raw -7354347.792327 + Penalty 12529.516030 = -7341818.276298
  nChanged 199
		SP:Iteration 41Q (39699.540000 sec): 3 clusters
  Score: Raw -7354401.437782 + Penalty 12529.516030 = -7341871.921753
  nChanged 214
		SP:Iteration 42Q (39699.760000 sec): 3 clusters
  Score: Raw -7354458.250085 + Penalty 12529.516030 = -7341928.734055
  nChanged 208
		SP:Iteration 43Q (39699.960000 sec): 3 clusters
  Score: Raw -7354512.800400 + Penalty 12529.516030 = -7341983.284371
  nChanged 216
		SP:Iteration 44Q (39700.170000 sec): 3 clusters
  Score: Raw -7354572.213394 + Penalty 12529.516030 = -7342042.697365
  nChanged 211
		SP:Iteration 45Q (39700.380000 sec): 3 clusters
  Score: Raw -7354636.061827 + Penalty 12529.516030 = -7342106.545798
  nChanged 199
		SP:Iteration 46Q (39700.590000 sec): 3 clusters
  Score: Raw -7354692.540905 + Penalty 12529.516030 = -7342163.024875
  nChanged 209
		SP:Iteration 47Q (39700.800000 sec): 3 clusters
  Score: Raw -7354758.360769 + Penalty 12529.516030 = -7342228.844740
  nChanged 217
		SP:Iteration 48Q (39701.010000 sec): 3 clusters
  Score: Raw -7354825.063817 + Penalty 12529.516030 = -7342295.547787
  nChanged 208
		SP:Iteration 49Q (39701.220000 sec): 3 clusters
  Score: Raw -7354895.782835 + Penalty 12529.516030 = -7342366.266806
  nChanged 199
		SP:Iteration 50Q (39701.420000 sec): 3 clusters
  Score: Raw -7354962.480092 + Penalty 12529.516030 = -7342432.964062
  nChanged 194
		SP:Iteration 51Q (39701.630000 sec): 3 clusters
  Score: Raw -7355030.166842 + Penalty 12529.516030 = -7342500.650813
  nChanged 205
		SP:Iteration 52Q (39701.840000 sec): 3 clusters
  Score: Raw -7355106.292853 + Penalty 12529.516030 = -7342576.776823
  nChanged 209
		SP:Iteration 53Q (39702.040000 sec): 3 clusters
  Score: Raw -7355183.023437 + Penalty 12529.516030 = -7342653.507408
  nChanged 185
		SP:Iteration 54Q (39702.250000 sec): 3 clusters
  Score: Raw -7355256.259430 + Penalty 12529.516030 = -7342726.743400
  nChanged 188
		SP:Iteration 55Q (39702.460000 sec): 3 clusters
  Score: Raw -7355327.484871 + Penalty 12529.516030 = -7342797.968841
  nChanged 160
		SP:Iteration 56Q (39702.660000 sec): 3 clusters
  Score: Raw -7355383.020701 + Penalty 12529.516030 = -7342853.504671
  nChanged 147
		SP:Iteration 57Q (39702.870000 sec): 3 clusters
  Score: Raw -7355438.039392 + Penalty 12529.516030 = -7342908.523363
  nChanged 140
		SP:Iteration 58Q (39703.080000 sec): 3 clusters
  Score: Raw -7355498.353302 + Penalty 12529.516030 = -7342968.837272
  nChanged 142
		SP:Iteration 59Q (39703.280000 sec): 3 clusters
  Score: Raw -7355556.287086 + Penalty 12529.516030 = -7343026.771057
  nChanged 131
		SP:Iteration 60F (39703.490000 sec): 3 clusters
  Score: Raw -7355608.826861 + Penalty 12529.516030 = -7343079.310831
  nChanged 110
		SP:Iteration 61Q (39703.700000 sec): 3 clusters
  Score: Raw -7355652.522298 + Penalty 12529.516030 = -7343123.006269
  nChanged 113
		SP:Iteration 62Q (39703.900000 sec): 3 clusters
  Score: Raw -7355695.548857 + Penalty 12529.516030 = -7343166.032827
  nChanged 106
		SP:Iteration 63Q (39704.100000 sec): 3 clusters
  Score: Raw -7355737.109843 + Penalty 12529.516030 = -7343207.593813
  nChanged 99
		SP:Iteration 64Q (39704.310000 sec): 3 clusters
  Score: Raw -7355774.144555 + Penalty 12529.516030 = -7343244.628525
  nChanged 77
		SP:Iteration 65Q (39704.510000 sec): 3 clusters
  Score: Raw -7355801.921887 + Penalty 12529.516030 = -7343272.405857
  nChanged 66
		SP:Iteration 66Q (39704.710000 sec): 3 clusters
  Score: Raw -7355824.488049 + Penalty 12529.516030 = -7343294.972019
  nChanged 62
		SP:Iteration 67Q (39704.910000 sec): 3 clusters
  Score: Raw -7355843.684197 + Penalty 12529.516030 = -7343314.168168
  nChanged 52
		SP:Iteration 68Q (39705.110000 sec): 3 clusters
  Score: Raw -7355861.754711 + Penalty 12529.516030 = -7343332.238681
  nChanged 38
		SP:Iteration 69Q (39705.310000 sec): 3 clusters
  Score: Raw -7355875.941685 + Penalty 12529.516030 = -7343346.425656
  nChanged 49
		SP:Iteration 70Q (39705.510000 sec): 3 clusters
  Score: Raw -7355895.142965 + Penalty 12529.516030 = -7343365.626936
  nChanged 52
		SP:Iteration 71Q (39705.710000 sec): 3 clusters
  Score: Raw -7355913.413539 + Penalty 12529.516030 = -7343383.897509
  nChanged 49
		SP:Iteration 72Q (39705.910000 sec): 3 clusters
  Score: Raw -7355929.008421 + Penalty 12529.516030 = -7343399.492392
  nChanged 34
		SP:Iteration 73Q (39706.110000 sec): 3 clusters
  Score: Raw -7355939.353893 + Penalty 12529.516030 = -7343409.837863
  nChanged 36
		SP:Iteration 74Q (39706.320000 sec): 3 clusters
  Score: Raw -7355950.439041 + Penalty 12529.516030 = -7343420.923011
  nChanged 28
		SP:Iteration 75Q (39706.520000 sec): 3 clusters
  Score: Raw -7355959.320685 + Penalty 12529.516030 = -7343429.804656
  nChanged 34
		SP:Iteration 76Q (39706.720000 sec): 3 clusters
  Score: Raw -7355971.265994 + Penalty 12529.516030 = -7343441.749965
  nChanged 28
		SP:Iteration 77Q (39706.920000 sec): 3 clusters
  Score: Raw -7355981.095592 + Penalty 12529.516030 = -7343451.579563
  nChanged 31
		SP:Iteration 78Q (39707.110000 sec): 3 clusters
  Score: Raw -7355991.981861 + Penalty 12529.516030 = -7343462.465832
  nChanged 35
		SP:Iteration 79Q (39707.310000 sec): 3 clusters
  Score: Raw -7356005.401133 + Penalty 12529.516030 = -7343475.885104
  nChanged 40
		SP:Iteration 80F (39707.520000 sec): 3 clusters
  Score: Raw -7356019.011725 + Penalty 12529.516030 = -7343489.495695
  nChanged 31
		SP:Iteration 81Q (39707.720000 sec): 3 clusters
  Score: Raw -7356029.105374 + Penalty 12529.516030 = -7343499.589345
  nChanged 28
		SP:Iteration 82Q (39707.920000 sec): 3 clusters
  Score: Raw -7356039.675271 + Penalty 12529.516030 = -7343510.159241
  nChanged 25
		SP:Iteration 83Q (39708.120000 sec): 3 clusters
  Score: Raw -7356048.287232 + Penalty 12529.516030 = -7343518.771202
  nChanged 20
		SP:Iteration 84Q (39708.310000 sec): 3 clusters
  Score: Raw -7356055.752699 + Penalty 12529.516030 = -7343526.236670
  nChanged 21
		SP:Iteration 85Q (39708.510000 sec): 3 clusters
  Score: Raw -7356064.442691 + Penalty 12529.516030 = -7343534.926662
  nChanged 27
		SP:Iteration 86Q (39708.710000 sec): 3 clusters
  Score: Raw -7356073.568914 + Penalty 12529.516030 = -7343544.052884
  nChanged 24
		SP:Iteration 87Q (39708.900000 sec): 3 clusters
  Score: Raw -7356082.273253 + Penalty 12529.516030 = -7343552.757223
  nChanged 23
		SP:Iteration 88Q (39709.100000 sec): 3 clusters
  Score: Raw -7356089.784638 + Penalty 12529.516030 = -7343560.268609
  nChanged 16
		SP:Iteration 89Q (39709.300000 sec): 3 clusters
  Score: Raw -7356094.671642 + Penalty 12529.516030 = -7343565.155613
  nChanged 12
		SP:Iteration 90Q (39709.500000 sec): 3 clusters
  Score: Raw -7356099.149689 + Penalty 12529.516030 = -7343569.633660
  nChanged 13
		SP:Iteration 91Q (39709.700000 sec): 3 clusters
  Score: Raw -7356103.246147 + Penalty 12529.516030 = -7343573.730117
  nChanged 14
		SP:Iteration 92Q (39709.890000 sec): 3 clusters
  Score: Raw -7356106.936615 + Penalty 12529.516030 = -7343577.420585
  nChanged 11
		SP:Iteration 93Q (39710.090000 sec): 3 clusters
  Score: Raw -7356110.264543 + Penalty 12529.516030 = -7343580.748514
  nChanged 12
		SP:Iteration 94Q (39710.280000 sec): 3 clusters
  Score: Raw -7356114.156691 + Penalty 12529.516030 = -7343584.640661
  nChanged 7
		SP:Iteration 95Q (39710.480000 sec): 3 clusters
  Score: Raw -7356115.891882 + Penalty 12529.516030 = -7343586.375852
  nChanged 5
		SP:Iteration 96Q (39710.680000 sec): 3 clusters
  Score: Raw -7356117.176237 + Penalty 12529.516030 = -7343587.660208
  nChanged 5
		SP:Iteration 97Q (39710.870000 sec): 3 clusters
  Score: Raw -7356118.562287 + Penalty 12529.516030 = -7343589.046257
  nChanged 3
		SP:Iteration 98Q (39711.070000 sec): 3 clusters
  Score: Raw -7356119.396127 + Penalty 12529.516030 = -7343589.880097
  nChanged 8
		SP:Iteration 99Q (39711.260000 sec): 3 clusters
  Score: Raw -7356121.890074 + Penalty 12529.516030 = -7343592.374045
  nChanged 10
		SP:Iteration 100F (39711.470000 sec): 3 clusters
  Score: Raw -7356124.660409 + Penalty 12529.516030 = -7343595.144380
  nChanged 11
		SP:Iteration 101Q (39711.670000 sec): 3 clusters
  Score: Raw -7356127.487944 + Penalty 12529.516030 = -7343597.971914
  nChanged 8
		SP:Iteration 102Q (39711.860000 sec): 3 clusters
  Score: Raw -7356129.303353 + Penalty 12529.516030 = -7343599.787323
  nChanged 5
		SP:Iteration 103Q (39712.060000 sec): 3 clusters
  Score: Raw -7356130.832804 + Penalty 12529.516030 = -7343601.316775
  nChanged 4
		SP:Iteration 104Q (39712.250000 sec): 3 clusters
  Score: Raw -7356132.045048 + Penalty 12529.516030 = -7343602.529019
  nChanged 6
		SP:Iteration 105Q (39712.450000 sec): 3 clusters
  Score: Raw -7356133.486675 + Penalty 12529.516030 = -7343603.970645
  nChanged 5
		SP:Iteration 106Q (39712.640000 sec): 3 clusters
  Score: Raw -7356134.895920 + Penalty 12529.516030 = -7343605.379891
  nChanged 4
		SP:Iteration 107Q (39712.840000 sec): 3 clusters
  Score: Raw -7356136.476423 + Penalty 12529.516030 = -7343606.960393
  nChanged 4
		SP:Iteration 108Q (39713.030000 sec): 3 clusters
  Score: Raw -7356138.100216 + Penalty 12529.516030 = -7343608.584187
  nChanged 3
		SP:Iteration 109Q (39713.230000 sec): 3 clusters
  Score: Raw -7356139.137721 + Penalty 12529.516030 = -7343609.621691
  nChanged 2
		SP:Iteration 110Q (39713.420000 sec): 3 clusters
  Score: Raw -7356139.500168 + Penalty 12529.516030 = -7343609.984138
  nChanged 1
		SP:Iteration 111Q (39713.620000 sec): 3 clusters
  Score: Raw -7356139.792908 + Penalty 12529.516030 = -7343610.276878
  nChanged 2
		SP:Iteration 112Q (39713.810000 sec): 3 clusters
  Score: Raw -7356140.201684 + Penalty 12529.516030 = -7343610.685655
  nChanged 1
		SP:Iteration 113Q (39714.000000 sec): 3 clusters
  Score: Raw -7356140.461555 + Penalty 12529.516030 = -7343610.945525
  nChanged 2
		SP:Iteration 114Q (39714.200000 sec): 3 clusters
  Score: Raw -7356140.709380 + Penalty 12529.516030 = -7343611.193350
  nChanged 0
		SP:Iteration 115F (39714.410000 sec): 3 clusters
  Score: Raw -7356140.709380 + Penalty 12529.516030 = -7343611.193350
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39714.440000 sec): 2 clusters
  Score: Raw -138216.349197 + Penalty 3914.022409 = -134302.326788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39714.440000 sec): 3 clusters
  Score: Raw -138652.683949 + Penalty 7828.044817 = -130824.639131
  nChanged 82
		SP:Iteration 1F (39714.440000 sec): 3 clusters
  Score: Raw -139039.601007 + Penalty 7828.044817 = -131211.556190
  nChanged 34
		SP:Iteration 2F (39714.450000 sec): 3 clusters
  Score: Raw -139261.826314 + Penalty 7828.044817 = -131433.781497
  nChanged 22
		SP:Iteration 3Q (39714.460000 sec): 3 clusters
  Score: Raw -139408.385283 + Penalty 7828.044817 = -131580.340466
  nChanged 13
		SP:Iteration 4Q (39714.460000 sec): 3 clusters
  Score: Raw -139509.170561 + Penalty 7828.044817 = -131681.125744
  nChanged 9
		SP:Iteration 5Q (39714.460000 sec): 3 clusters
  Score: Raw -139561.611353 + Penalty 7828.044817 = -131733.566536
  nChanged 5
		SP:Iteration 6Q (39714.470000 sec): 3 clusters
  Score: Raw -139622.635638 + Penalty 7828.044817 = -131794.590821
  nChanged 4
		SP:Iteration 7Q (39714.470000 sec): 3 clusters
  Score: Raw -139657.679681 + Penalty 7828.044817 = -131829.634864
  nChanged 3
		SP:Iteration 8Q (39714.480000 sec): 3 clusters
  Score: Raw -139664.561365 + Penalty 7828.044817 = -131836.516548
  nChanged 1
		SP:Iteration 9Q (39714.480000 sec): 3 clusters
  Score: Raw -139676.363999 + Penalty 7828.044817 = -131848.319181
  nChanged 2
		SP:Iteration 10Q (39714.480000 sec): 3 clusters
  Score: Raw -139680.565327 + Penalty 7828.044817 = -131852.520510
  nChanged 0
		SP:Iteration 11F (39714.490000 sec): 3 clusters
  Score: Raw -139680.565327 + Penalty 7828.044817 = -131852.520510
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39714.580000 sec): 2 clusters
  Score: Raw -3554414.310129 + Penalty 5826.280751 = -3548588.029378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39714.690000 sec): 3 clusters
  Score: Raw -3547896.327338 + Penalty 11652.561502 = -3536243.765836
  nChanged 5143
		SP:Iteration 1F (39714.790000 sec): 3 clusters
  Score: Raw -3550724.787656 + Penalty 11652.561502 = -3539072.226154
  nChanged 976
		SP:Iteration 2F (39714.890000 sec): 3 clusters
  Score: Raw -3551307.804246 + Penalty 11652.561502 = -3539655.242744
  nChanged 718
		SP:Iteration 3F (39715.000000 sec): 3 clusters
  Score: Raw -3551736.490778 + Penalty 11652.561502 = -3540083.929276
  nChanged 555
		SP:Iteration 4Q (39715.100000 sec): 3 clusters
  Score: Raw -3552075.588549 + Penalty 11652.561502 = -3540423.027047
  nChanged 495
		SP:Iteration 5Q (39715.200000 sec): 3 clusters
  Score: Raw -3552394.800872 + Penalty 11652.561502 = -3540742.239370
  nChanged 471
		SP:Iteration 6Q (39715.300000 sec): 3 clusters
  Score: Raw -3552709.471245 + Penalty 11652.561502 = -3541056.909743
  nChanged 488
		SP:Iteration 7Q (39715.400000 sec): 3 clusters
  Score: Raw -3553052.615913 + Penalty 11652.561502 = -3541400.054411
  nChanged 481
		SP:Iteration 8Q (39715.500000 sec): 3 clusters
  Score: Raw -3553381.850405 + Penalty 11652.561502 = -3541729.288903
  nChanged 510
		SP:Iteration 9Q (39715.610000 sec): 3 clusters
  Score: Raw -3553777.077078 + Penalty 11652.561502 = -3542124.515576
  nChanged 534
		SP:Iteration 10Q (39715.710000 sec): 3 clusters
  Score: Raw -3554268.944505 + Penalty 11652.561502 = -3542616.383003
  nChanged 561
		SP:Iteration 11Q (39715.810000 sec): 3 clusters
  Score: Raw -3554858.194477 + Penalty 11652.561502 = -3543205.632975
  nChanged 605
		SP:Iteration 12Q (39715.900000 sec): 3 clusters
  Score: Raw -3555518.920868 + Penalty 11652.561502 = -3543866.359366
  nChanged 604
		SP:Iteration 13Q (39716.000000 sec): 3 clusters
  Score: Raw -3556168.353337 + Penalty 11652.561502 = -3544515.791835
  nChanged 522
		SP:Iteration 14Q (39716.090000 sec): 3 clusters
  Score: Raw -3556654.420661 + Penalty 11652.561502 = -3545001.859159
  nChanged 477
		SP:Iteration 15Q (39716.190000 sec): 3 clusters
  Score: Raw -3557014.431768 + Penalty 11652.561502 = -3545361.870265
  nChanged 416
		SP:Iteration 16Q (39716.280000 sec): 3 clusters
  Score: Raw -3557347.157057 + Penalty 11652.561502 = -3545694.595555
  nChanged 351
		SP:Iteration 17Q (39716.370000 sec): 3 clusters
  Score: Raw -3557670.327704 + Penalty 11652.561502 = -3546017.766202
  nChanged 330
		SP:Iteration 18Q (39716.460000 sec): 3 clusters
  Score: Raw -3557955.360023 + Penalty 11652.561502 = -3546302.798521
  nChanged 291
		SP:Iteration 19Q (39716.550000 sec): 3 clusters
  Score: Raw -3558195.850949 + Penalty 11652.561502 = -3546543.289447
  nChanged 249
		SP:Iteration 20F (39716.650000 sec): 3 clusters
  Score: Raw -3558423.923964 + Penalty 11652.561502 = -3546771.362462
  nChanged 248
		SP:Iteration 21Q (39716.730000 sec): 3 clusters
  Score: Raw -3558634.727150 + Penalty 11652.561502 = -3546982.165648
  nChanged 226
		SP:Iteration 22Q (39716.820000 sec): 3 clusters
  Score: Raw -3558823.335022 + Penalty 11652.561502 = -3547170.773519
  nChanged 191
		SP:Iteration 23Q (39716.900000 sec): 3 clusters
  Score: Raw -3558993.969326 + Penalty 11652.561502 = -3547341.407824
  nChanged 188
		SP:Iteration 24Q (39716.980000 sec): 3 clusters
  Score: Raw -3559193.477998 + Penalty 11652.561502 = -3547540.916496
  nChanged 186
		SP:Iteration 25Q (39717.060000 sec): 3 clusters
  Score: Raw -3559409.735802 + Penalty 11652.561502 = -3547757.174300
  nChanged 200
		SP:Iteration 26Q (39717.140000 sec): 3 clusters
  Score: Raw -3559694.868215 + Penalty 11652.561502 = -3548042.306713
  nChanged 174
		SP:Iteration 27Q (39717.220000 sec): 3 clusters
  Score: Raw -3559888.069269 + Penalty 11652.561502 = -3548235.507767
  nChanged 109
		SP:Iteration 28Q (39717.300000 sec): 3 clusters
  Score: Raw -3559978.771511 + Penalty 11652.561502 = -3548326.210009
  nChanged 75
		SP:Iteration 29Q (39717.370000 sec): 3 clusters
  Score: Raw -3560027.895842 + Penalty 11652.561502 = -3548375.334340
  nChanged 54
		SP:Iteration 30Q (39717.450000 sec): 3 clusters
  Score: Raw -3560054.926426 + Penalty 11652.561502 = -3548402.364924
  nChanged 27
		SP:Iteration 31Q (39717.520000 sec): 3 clusters
  Score: Raw -3560066.026957 + Penalty 11652.561502 = -3548413.465455
  nChanged 17
		SP:Iteration 32Q (39717.600000 sec): 3 clusters
  Score: Raw -3560073.120230 + Penalty 11652.561502 = -3548420.558728
  nChanged 17
		SP:Iteration 33Q (39717.670000 sec): 3 clusters
  Score: Raw -3560079.396284 + Penalty 11652.561502 = -3548426.834782
  nChanged 9
		SP:Iteration 34Q (39717.740000 sec): 3 clusters
  Score: Raw -3560082.368552 + Penalty 11652.561502 = -3548429.807050
  nChanged 8
		SP:Iteration 35Q (39717.820000 sec): 3 clusters
  Score: Raw -3560084.807503 + Penalty 11652.561502 = -3548432.246001
  nChanged 2
		SP:Iteration 36Q (39717.890000 sec): 3 clusters
  Score: Raw -3560085.257412 + Penalty 11652.561502 = -3548432.695910
  nChanged 0
		SP:Iteration 37F (39717.990000 sec): 3 clusters
  Score: Raw -3560085.257412 + Penalty 11652.561502 = -3548432.695910
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39718.020000 sec): 2 clusters
  Score: Raw -371936.378007 + Penalty 4448.789391 = -367487.588616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39718.020000 sec): 3 clusters
  Score: Raw -371947.542614 + Penalty 8897.578781 = -363049.963833
  nChanged 302
		SP:Iteration 1F (39718.040000 sec): 3 clusters
  Score: Raw -372467.712080 + Penalty 8897.578781 = -363570.133299
  nChanged 69
		SP:Iteration 2Q (39718.050000 sec): 3 clusters
  Score: Raw -372643.931703 + Penalty 8897.578781 = -363746.352921
  nChanged 70
		SP:Iteration 3Q (39718.060000 sec): 3 clusters
  Score: Raw -372821.337315 + Penalty 8897.578781 = -363923.758534
  nChanged 71
		SP:Iteration 4Q (39718.070000 sec): 3 clusters
  Score: Raw -373069.090547 + Penalty 8897.578781 = -364171.511766
  nChanged 71
		SP:Iteration 5Q (39718.080000 sec): 3 clusters
  Score: Raw -373294.447189 + Penalty 8897.578781 = -364396.868407
  nChanged 56
		SP:Iteration 6Q (39718.080000 sec): 3 clusters
  Score: Raw -373505.111624 + Penalty 8897.578781 = -364607.532842
  nChanged 36
		SP:Iteration 7Q (39718.100000 sec): 3 clusters
  Score: Raw -373695.146588 + Penalty 8897.578781 = -364797.567806
  nChanged 44
		SP:Iteration 8Q (39718.100000 sec): 3 clusters
  Score: Raw -373928.179601 + Penalty 8897.578781 = -365030.600820
  nChanged 51
		SP:Iteration 9Q (39718.110000 sec): 3 clusters
  Score: Raw -374216.851339 + Penalty 8897.578781 = -365319.272557
  nChanged 33
		SP:Iteration 10Q (39718.120000 sec): 3 clusters
  Score: Raw -374439.625018 + Penalty 8897.578781 = -365542.046237
  nChanged 36
		SP:Iteration 11Q (39718.130000 sec): 3 clusters
  Score: Raw -374696.821368 + Penalty 8897.578781 = -365799.242587
  nChanged 26
		SP:Iteration 12Q (39718.140000 sec): 3 clusters
  Score: Raw -374842.431517 + Penalty 8897.578781 = -365944.852736
  nChanged 26
		SP:Iteration 13Q (39718.150000 sec): 3 clusters
  Score: Raw -374963.545233 + Penalty 8897.578781 = -366065.966452
  nChanged 23
		SP:Iteration 14Q (39718.160000 sec): 3 clusters
  Score: Raw -375081.542896 + Penalty 8897.578781 = -366183.964115
  nChanged 17
		SP:Iteration 15Q (39718.160000 sec): 3 clusters
  Score: Raw -375177.142946 + Penalty 8897.578781 = -366279.564164
  nChanged 13
		SP:Iteration 16Q (39718.170000 sec): 3 clusters
  Score: Raw -375241.525723 + Penalty 8897.578781 = -366343.946941
  nChanged 5
		SP:Iteration 17Q (39718.180000 sec): 3 clusters
  Score: Raw -375259.301235 + Penalty 8897.578781 = -366361.722454
  nChanged 6
		SP:Iteration 18Q (39718.190000 sec): 3 clusters
  Score: Raw -375284.609418 + Penalty 8897.578781 = -366387.030637
  nChanged 6
		SP:Iteration 19Q (39718.200000 sec): 3 clusters
  Score: Raw -375309.836529 + Penalty 8897.578781 = -366412.257748
  nChanged 2
		SP:Iteration 20F (39718.200000 sec): 3 clusters
  Score: Raw -375321.032360 + Penalty 8897.578781 = -366423.453578
  nChanged 1
		SP:Iteration 21Q (39718.210000 sec): 3 clusters
  Score: Raw -375323.683825 + Penalty 8897.578781 = -366426.105044
  nChanged 0
		SP:Iteration 22F (39718.220000 sec): 3 clusters
  Score: Raw -375323.683825 + Penalty 8897.578781 = -366426.105044
  nChanged 0
Iteration 259Q (39752.420000 sec): 54 clusters
  Score: Raw -522489932.400314 + Penalty 470877.783604 = -522019054.616709
  nChanged 312
Iteration 260F (40040.120000 sec): 54 clusters
  Score: Raw -522490745.603707 + Penalty 470877.783604 = -522019867.820103
  nChanged 300
Iteration 261Q (40074.390000 sec): 54 clusters
  Score: Raw -522491312.014735 + Penalty 470877.783604 = -522020434.231131
  nChanged 235
Iteration 262Q (40108.650000 sec): 54 clusters
  Score: Raw -522491508.382461 + Penalty 470877.783604 = -522020630.598856
  nChanged 204
Iteration 263Q (40142.900000 sec): 54 clusters
  Score: Raw -522491606.163711 + Penalty 470877.783604 = -522020728.380107
  nChanged 171
Iteration 264Q (40177.100000 sec): 54 clusters
  Score: Raw -522491662.288906 + Penalty 470877.783604 = -522020784.505301
  nChanged 153
Iteration 265Q (40211.300000 sec): 54 clusters
  Score: Raw -522491689.463826 + Penalty 470877.783604 = -522020811.680222
  nChanged 150
Iteration 266Q (40245.520000 sec): 54 clusters
  Score: Raw -522491705.196067 + Penalty 470877.783604 = -522020827.412463
  nChanged 168
Iteration 267Q (40279.740000 sec): 54 clusters
  Score: Raw -522491716.141825 + Penalty 470877.783604 = -522020838.358220
  nChanged 168
Iteration 268Q (40313.960000 sec): 54 clusters
  Score: Raw -522491729.831321 + Penalty 470877.783604 = -522020852.047717
  nChanged 154
Iteration 269Q (40348.160000 sec): 54 clusters
  Score: Raw -522491739.396480 + Penalty 470877.783604 = -522020861.612875
  nChanged 146
Iteration 270Q (40382.320000 sec): 54 clusters
  Score: Raw -522491747.438991 + Penalty 470877.783604 = -522020869.655387
  nChanged 149
Iteration 271Q (40416.490000 sec): 54 clusters
  Score: Raw -522491755.181894 + Penalty 470877.783604 = -522020877.398290
  nChanged 114
Iteration 272Q (40450.670000 sec): 54 clusters
  Score: Raw -522491762.342280 + Penalty 470877.783604 = -522020884.558675
  nChanged 109
Iteration 273Q (40484.910000 sec): 54 clusters
  Score: Raw -522491768.844278 + Penalty 470877.783604 = -522020891.060673
  nChanged 116
Iteration 274Q (40519.130000 sec): 54 clusters
  Score: Raw -522491775.157098 + Penalty 470877.783604 = -522020897.373494
  nChanged 121
Iteration 275Q (40552.550000 sec): 54 clusters
  Score: Raw -522491782.024933 + Penalty 470877.783604 = -522020904.241329
  nChanged 119
Iteration 276Q (40585.180000 sec): 54 clusters
  Score: Raw -522491788.600129 + Penalty 470877.783604 = -522020910.816524
  nChanged 111
Iteration 277Q (40617.700000 sec): 54 clusters
  Score: Raw -522491795.187381 + Penalty 470877.783604 = -522020917.403777
  nChanged 116
Iteration 278Q (40650.220000 sec): 54 clusters
  Score: Raw -522491802.762873 + Penalty 470877.783604 = -522020924.979269
  nChanged 137
Iteration 279Q (40682.730000 sec): 54 clusters
  Score: Raw -522491808.788931 + Penalty 470877.783604 = -522020931.005327
  nChanged 125
Iteration 280F (40967.330000 sec): 54 clusters
  Score: Raw -522491872.097879 + Penalty 470877.783604 = -522020994.314275
  nChanged 119
Iteration 281Q (40999.920000 sec): 54 clusters
  Score: Raw -522492060.013787 + Penalty 470877.783604 = -522021182.230182
  nChanged 108
Iteration 282Q (41032.550000 sec): 54 clusters
  Score: Raw -522492140.149517 + Penalty 470877.783604 = -522021262.365912
  nChanged 124
Iteration 283Q (41065.290000 sec): 54 clusters
  Score: Raw -522492157.312137 + Penalty 470877.783604 = -522021279.528532
  nChanged 110
Iteration 284Q (41097.960000 sec): 54 clusters
  Score: Raw -522492162.938701 + Penalty 470877.783604 = -522021285.155097
  nChanged 89
Iteration 285Q (41130.540000 sec): 54 clusters
  Score: Raw -522492167.162152 + Penalty 470877.783604 = -522021289.378548
  nChanged 83
Iteration 286Q (41163.100000 sec): 54 clusters
  Score: Raw -522492170.532776 + Penalty 470877.783604 = -522021292.749171
  nChanged 78
Iteration 287Q (41196.680000 sec): 54 clusters
  Score: Raw -522492174.831168 + Penalty 470877.783604 = -522021297.047564
  nChanged 80
Iteration 288Q (41230.950000 sec): 54 clusters
  Score: Raw -522492179.349553 + Penalty 470877.783604 = -522021301.565948
  nChanged 86
Iteration 289Q (41265.220000 sec): 54 clusters
  Score: Raw -522492183.033711 + Penalty 470877.783604 = -522021305.250106
  nChanged 66
Iteration 290Q (41298.810000 sec): 54 clusters
  Score: Raw -522492186.116846 + Penalty 470877.783604 = -522021308.333242
  nChanged 70
Iteration 291Q (41331.390000 sec): 54 clusters
  Score: Raw -522492190.117580 + Penalty 470877.783604 = -522021312.333975
  nChanged 73
Iteration 292Q (41363.980000 sec): 54 clusters
  Score: Raw -522492193.624143 + Penalty 470877.783604 = -522021315.840539
  nChanged 73
Iteration 293Q (41396.480000 sec): 54 clusters
  Score: Raw -522492197.738396 + Penalty 470877.783604 = -522021319.954792
  nChanged 54
Iteration 294Q (41428.920000 sec): 54 clusters
  Score: Raw -522492201.094119 + Penalty 470877.783604 = -522021323.310515
  nChanged 50
Iteration 295Q (41461.380000 sec): 54 clusters
  Score: Raw -522492204.413662 + Penalty 470877.783604 = -522021326.630058
  nChanged 53
Iteration 296Q (41493.870000 sec): 54 clusters
  Score: Raw -522492206.608363 + Penalty 470877.783604 = -522021328.824758
  nChanged 52
Iteration 297Q (41526.300000 sec): 54 clusters
  Score: Raw -522492208.772598 + Penalty 470877.783604 = -522021330.988993
  nChanged 51
Iteration 298Q (41558.780000 sec): 54 clusters
  Score: Raw -522492212.034060 + Penalty 470877.783604 = -522021334.250455
  nChanged 64
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522492212.034060 + Penalty 470877.783604 = -522021334.250455
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (51243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41559.380000 sec): 2 clusters
  Score: Raw -12974411.290396 + Penalty 6642.154760 = -12967769.135636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41559.770000 sec): 3 clusters
  Score: Raw -12944851.268316 + Penalty 13284.309520 = -12931566.958796
  nChanged 22437
		SP:Iteration 1F (41560.160000 sec): 3 clusters
  Score: Raw -12957718.914506 + Penalty 13284.309520 = -12944434.604986
  nChanged 3533
		SP:Iteration 2F (41560.560000 sec): 3 clusters
  Score: Raw -12960088.408196 + Penalty 13284.309520 = -12946804.098676
  nChanged 3622
		SP:Iteration 3F (41560.950000 sec): 3 clusters
  Score: Raw -12962627.710762 + Penalty 13284.309520 = -12949343.401242
  nChanged 3667
		SP:Iteration 4F (41561.340000 sec): 3 clusters
  Score: Raw -12965192.473016 + Penalty 13284.309520 = -12951908.163496
  nChanged 3474
		SP:Iteration 5F (41561.720000 sec): 3 clusters
  Score: Raw -12967452.414655 + Penalty 13284.309520 = -12954168.105134
  nChanged 2992
		SP:Iteration 6F (41562.110000 sec): 3 clusters
  Score: Raw -12969243.079278 + Penalty 13284.309520 = -12955958.769758
  nChanged 2523
		SP:Iteration 7Q (41562.490000 sec): 3 clusters
  Score: Raw -12970528.690442 + Penalty 13284.309520 = -12957244.380922
  nChanged 1975
		SP:Iteration 8Q (41562.880000 sec): 3 clusters
  Score: Raw -12971424.039601 + Penalty 13284.309520 = -12958139.730080
  nChanged 1619
		SP:Iteration 9Q (41563.260000 sec): 3 clusters
  Score: Raw -12972118.664067 + Penalty 13284.309520 = -12958834.354547
  nChanged 1343
		SP:Iteration 10Q (41563.640000 sec): 3 clusters
  Score: Raw -12972672.224871 + Penalty 13284.309520 = -12959387.915351
  nChanged 1159
		SP:Iteration 11Q (41564.020000 sec): 3 clusters
  Score: Raw -12973138.141635 + Penalty 13284.309520 = -12959853.832115
  nChanged 1045
		SP:Iteration 12Q (41564.400000 sec): 3 clusters
  Score: Raw -12973536.812051 + Penalty 13284.309520 = -12960252.502530
  nChanged 907
		SP:Iteration 13Q (41564.770000 sec): 3 clusters
  Score: Raw -12973884.371452 + Penalty 13284.309520 = -12960600.061932
  nChanged 870
		SP:Iteration 14Q (41565.140000 sec): 3 clusters
  Score: Raw -12974221.815280 + Penalty 13284.309520 = -12960937.505760
  nChanged 785
		SP:Iteration 15Q (41565.510000 sec): 3 clusters
  Score: Raw -12974502.765696 + Penalty 13284.309520 = -12961218.456176
  nChanged 722
		SP:Iteration 16Q (41565.880000 sec): 3 clusters
  Score: Raw -12974752.920106 + Penalty 13284.309520 = -12961468.610585
  nChanged 674
		SP:Iteration 17Q (41566.250000 sec): 3 clusters
  Score: Raw -12974984.393516 + Penalty 13284.309520 = -12961700.083995
  nChanged 609
		SP:Iteration 18Q (41566.620000 sec): 3 clusters
  Score: Raw -12975202.276956 + Penalty 13284.309520 = -12961917.967436
  nChanged 589
		SP:Iteration 19Q (41566.990000 sec): 3 clusters
  Score: Raw -12975430.904962 + Penalty 13284.309520 = -12962146.595442
  nChanged 624
		SP:Iteration 20F (41567.370000 sec): 3 clusters
  Score: Raw -12975708.494753 + Penalty 13284.309520 = -12962424.185233
  nChanged 643
		SP:Iteration 21Q (41567.730000 sec): 3 clusters
  Score: Raw -12975972.458963 + Penalty 13284.309520 = -12962688.149442
  nChanged 630
		SP:Iteration 22Q (41568.090000 sec): 3 clusters
  Score: Raw -12976195.628498 + Penalty 13284.309520 = -12962911.318978
  nChanged 583
		SP:Iteration 23Q (41568.450000 sec): 3 clusters
  Score: Raw -12976394.104969 + Penalty 13284.309520 = -12963109.795449
  nChanged 528
		SP:Iteration 24Q (41568.800000 sec): 3 clusters
  Score: Raw -12976556.932419 + Penalty 13284.309520 = -12963272.622899
  nChanged 476
		SP:Iteration 25Q (41569.160000 sec): 3 clusters
  Score: Raw -12976688.087987 + Penalty 13284.309520 = -12963403.778467
  nChanged 407
		SP:Iteration 26Q (41569.510000 sec): 3 clusters
  Score: Raw -12976792.941639 + Penalty 13284.309520 = -12963508.632119
  nChanged 361
		SP:Iteration 27Q (41569.860000 sec): 3 clusters
  Score: Raw -12976877.146472 + Penalty 13284.309520 = -12963592.836951
  nChanged 329
		SP:Iteration 28Q (41570.210000 sec): 3 clusters
  Score: Raw -12976959.091103 + Penalty 13284.309520 = -12963674.781583
  nChanged 316
		SP:Iteration 29Q (41570.560000 sec): 3 clusters
  Score: Raw -12977039.555267 + Penalty 13284.309520 = -12963755.245747
  nChanged 294
		SP:Iteration 30Q (41570.910000 sec): 3 clusters
  Score: Raw -12977113.937702 + Penalty 13284.309520 = -12963829.628181
  nChanged 288
		SP:Iteration 31Q (41571.260000 sec): 3 clusters
  Score: Raw -12977184.074831 + Penalty 13284.309520 = -12963899.765311
  nChanged 249
		SP:Iteration 32Q (41571.600000 sec): 3 clusters
  Score: Raw -12977239.367814 + Penalty 13284.309520 = -12963955.058294
  nChanged 206
		SP:Iteration 33Q (41571.950000 sec): 3 clusters
  Score: Raw -12977278.434231 + Penalty 13284.309520 = -12963994.124710
  nChanged 179
		SP:Iteration 34Q (41572.300000 sec): 3 clusters
  Score: Raw -12977314.995736 + Penalty 13284.309520 = -12964030.686216
  nChanged 200
		SP:Iteration 35Q (41572.640000 sec): 3 clusters
  Score: Raw -12977358.731099 + Penalty 13284.309520 = -12964074.421579
  nChanged 190
		SP:Iteration 36Q (41572.980000 sec): 3 clusters
  Score: Raw -12977401.737152 + Penalty 13284.309520 = -12964117.427632
  nChanged 200
		SP:Iteration 37Q (41573.320000 sec): 3 clusters
  Score: Raw -12977449.128192 + Penalty 13284.309520 = -12964164.818672
  nChanged 197
		SP:Iteration 38Q (41573.660000 sec): 3 clusters
  Score: Raw -12977500.378144 + Penalty 13284.309520 = -12964216.068624
  nChanged 200
		SP:Iteration 39Q (41574.000000 sec): 3 clusters
  Score: Raw -12977550.813288 + Penalty 13284.309520 = -12964266.503768
  nChanged 200
		SP:Iteration 40F (41574.380000 sec): 3 clusters
  Score: Raw -12977601.727401 + Penalty 13284.309520 = -12964317.417880
  nChanged 192
		SP:Iteration 41Q (41574.720000 sec): 3 clusters
  Score: Raw -12977659.517765 + Penalty 13284.309520 = -12964375.208245
  nChanged 222
		SP:Iteration 42Q (41575.060000 sec): 3 clusters
  Score: Raw -12977737.176318 + Penalty 13284.309520 = -12964452.866797
  nChanged 235
		SP:Iteration 43Q (41575.390000 sec): 3 clusters
  Score: Raw -12977841.621659 + Penalty 13284.309520 = -12964557.312139
  nChanged 281
		SP:Iteration 44Q (41575.730000 sec): 3 clusters
  Score: Raw -12977991.417550 + Penalty 13284.309520 = -12964707.108030
  nChanged 323
		SP:Iteration 45Q (41576.060000 sec): 3 clusters
  Score: Raw -12978190.573831 + Penalty 13284.309520 = -12964906.264311
  nChanged 385
		SP:Iteration 46Q (41576.380000 sec): 3 clusters
  Score: Raw -12978443.326675 + Penalty 13284.309520 = -12965159.017154
  nChanged 344
		SP:Iteration 47Q (41576.710000 sec): 3 clusters
  Score: Raw -12978664.053532 + Penalty 13284.309520 = -12965379.744012
  nChanged 322
		SP:Iteration 48Q (41577.030000 sec): 3 clusters
  Score: Raw -12978822.839258 + Penalty 13284.309520 = -12965538.529737
  nChanged 280
		SP:Iteration 49Q (41577.340000 sec): 3 clusters
  Score: Raw -12978932.583166 + Penalty 13284.309520 = -12965648.273646
  nChanged 221
		SP:Iteration 50Q (41577.660000 sec): 3 clusters
  Score: Raw -12978990.367134 + Penalty 13284.309520 = -12965706.057613
  nChanged 172
		SP:Iteration 51Q (41577.970000 sec): 3 clusters
  Score: Raw -12979025.117146 + Penalty 13284.309520 = -12965740.807625
  nChanged 118
		SP:Iteration 52Q (41578.280000 sec): 3 clusters
  Score: Raw -12979045.423633 + Penalty 13284.309520 = -12965761.114112
  nChanged 76
		SP:Iteration 53Q (41578.580000 sec): 3 clusters
  Score: Raw -12979056.978408 + Penalty 13284.309520 = -12965772.668888
  nChanged 57
		SP:Iteration 54Q (41578.900000 sec): 3 clusters
  Score: Raw -12979065.057307 + Penalty 13284.309520 = -12965780.747787
  nChanged 34
		SP:Iteration 55Q (41579.200000 sec): 3 clusters
  Score: Raw -12979069.272256 + Penalty 13284.309520 = -12965784.962735
  nChanged 34
		SP:Iteration 56Q (41579.510000 sec): 3 clusters
  Score: Raw -12979074.307768 + Penalty 13284.309520 = -12965789.998247
  nChanged 32
		SP:Iteration 57Q (41579.820000 sec): 3 clusters
  Score: Raw -12979078.420792 + Penalty 13284.309520 = -12965794.111272
  nChanged 23
		SP:Iteration 58Q (41580.130000 sec): 3 clusters
  Score: Raw -12979080.626157 + Penalty 13284.309520 = -12965796.316636
  nChanged 6
		SP:Iteration 59Q (41580.440000 sec): 3 clusters
  Score: Raw -12979081.376038 + Penalty 13284.309520 = -12965797.066518
  nChanged 3
		SP:Iteration 60F (41580.820000 sec): 3 clusters
  Score: Raw -12979081.666956 + Penalty 13284.309520 = -12965797.357436
  nChanged 2
		SP:Iteration 61Q (41581.130000 sec): 3 clusters
  Score: Raw -12979081.870322 + Penalty 13284.309520 = -12965797.560801
  nChanged 4
		SP:Iteration 62Q (41581.440000 sec): 3 clusters
  Score: Raw -12979082.185804 + Penalty 13284.309520 = -12965797.876283
  nChanged 8
		SP:Iteration 63Q (41581.750000 sec): 3 clusters
  Score: Raw -12979082.908995 + Penalty 13284.309520 = -12965798.599475
  nChanged 6
		SP:Iteration 64Q (41582.070000 sec): 3 clusters
  Score: Raw -12979083.632886 + Penalty 13284.309520 = -12965799.323365
  nChanged 9
		SP:Iteration 65Q (41582.380000 sec): 3 clusters
  Score: Raw -12979085.074853 + Penalty 13284.309520 = -12965800.765332
  nChanged 19
		SP:Iteration 66Q (41582.690000 sec): 3 clusters
  Score: Raw -12979087.381596 + Penalty 13284.309520 = -12965803.072076
  nChanged 13
		SP:Iteration 67Q (41583.000000 sec): 3 clusters
  Score: Raw -12979088.780361 + Penalty 13284.309520 = -12965804.470841
  nChanged 8
		SP:Iteration 68Q (41583.310000 sec): 3 clusters
  Score: Raw -12979089.754896 + Penalty 13284.309520 = -12965805.445376
  nChanged 13
		SP:Iteration 69Q (41583.620000 sec): 3 clusters
  Score: Raw -12979091.005423 + Penalty 13284.309520 = -12965806.695903
  nChanged 9
		SP:Iteration 70Q (41583.930000 sec): 3 clusters
  Score: Raw -12979091.948720 + Penalty 13284.309520 = -12965807.639199
  nChanged 4
		SP:Iteration 71Q (41584.240000 sec): 3 clusters
  Score: Raw -12979092.363453 + Penalty 13284.309520 = -12965808.053932
  nChanged 2
		SP:Iteration 72Q (41584.550000 sec): 3 clusters
  Score: Raw -12979092.538094 + Penalty 13284.309520 = -12965808.228573
  nChanged 0
		SP:Iteration 73F (41584.940000 sec): 3 clusters
  Score: Raw -12979092.538094 + Penalty 13284.309520 = -12965808.228573
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (42112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41585.200000 sec): 2 clusters
  Score: Raw -11232551.166939 + Penalty 6521.953909 = -11226029.213030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41585.520000 sec): 3 clusters
  Score: Raw -11208578.997762 + Penalty 13043.907818 = -11195535.089944
  nChanged 18221
		SP:Iteration 1F (41585.830000 sec): 3 clusters
  Score: Raw -11218400.449489 + Penalty 13043.907818 = -11205356.541671
  nChanged 2443
		SP:Iteration 2F (41586.150000 sec): 3 clusters
  Score: Raw -11219568.820413 + Penalty 13043.907818 = -11206524.912595
  nChanged 2347
		SP:Iteration 3F (41586.460000 sec): 3 clusters
  Score: Raw -11221014.528331 + Penalty 13043.907818 = -11207970.620513
  nChanged 2477
		SP:Iteration 4F (41586.780000 sec): 3 clusters
  Score: Raw -11222925.039302 + Penalty 13043.907818 = -11209881.131484
  nChanged 2839
		SP:Iteration 5F (41587.100000 sec): 3 clusters
  Score: Raw -11225267.690902 + Penalty 13043.907818 = -11212223.783084
  nChanged 3049
		SP:Iteration 6F (41587.410000 sec): 3 clusters
  Score: Raw -11227666.374677 + Penalty 13043.907818 = -11214622.466859
  nChanged 2919
		SP:Iteration 7F (41587.720000 sec): 3 clusters
  Score: Raw -11229844.473134 + Penalty 13043.907818 = -11216800.565316
  nChanged 2543
		SP:Iteration 8F (41588.040000 sec): 3 clusters
  Score: Raw -11231643.670452 + Penalty 13043.907818 = -11218599.762634
  nChanged 1979
		SP:Iteration 9Q (41588.350000 sec): 3 clusters
  Score: Raw -11232964.362691 + Penalty 13043.907818 = -11219920.454873
  nChanged 1517
		SP:Iteration 10Q (41588.660000 sec): 3 clusters
  Score: Raw -11233943.135964 + Penalty 13043.907818 = -11220899.228146
  nChanged 1156
		SP:Iteration 11Q (41588.970000 sec): 3 clusters
  Score: Raw -11234664.555962 + Penalty 13043.907818 = -11221620.648144
  nChanged 884
		SP:Iteration 12Q (41589.270000 sec): 3 clusters
  Score: Raw -11235239.432027 + Penalty 13043.907818 = -11222195.524209
  nChanged 660
		SP:Iteration 13Q (41589.570000 sec): 3 clusters
  Score: Raw -11235657.469896 + Penalty 13043.907818 = -11222613.562078
  nChanged 519
		SP:Iteration 14Q (41589.870000 sec): 3 clusters
  Score: Raw -11235962.140001 + Penalty 13043.907818 = -11222918.232183
  nChanged 403
		SP:Iteration 15Q (41590.150000 sec): 3 clusters
  Score: Raw -11236184.396926 + Penalty 13043.907818 = -11223140.489108
  nChanged 321
		SP:Iteration 16Q (41590.430000 sec): 3 clusters
  Score: Raw -11236371.820928 + Penalty 13043.907818 = -11223327.913110
  nChanged 263
		SP:Iteration 17Q (41590.700000 sec): 3 clusters
  Score: Raw -11236514.143156 + Penalty 13043.907818 = -11223470.235338
  nChanged 222
		SP:Iteration 18Q (41590.970000 sec): 3 clusters
  Score: Raw -11236610.668158 + Penalty 13043.907818 = -11223566.760340
  nChanged 162
		SP:Iteration 19Q (41591.230000 sec): 3 clusters
  Score: Raw -11236682.975320 + Penalty 13043.907818 = -11223639.067502
  nChanged 130
		SP:Iteration 20F (41591.540000 sec): 3 clusters
  Score: Raw -11236732.876761 + Penalty 13043.907818 = -11223688.968943
  nChanged 96
		SP:Iteration 21Q (41591.800000 sec): 3 clusters
  Score: Raw -11236764.415664 + Penalty 13043.907818 = -11223720.507846
  nChanged 75
		SP:Iteration 22Q (41592.050000 sec): 3 clusters
  Score: Raw -11236788.302115 + Penalty 13043.907818 = -11223744.394297
  nChanged 52
		SP:Iteration 23Q (41592.300000 sec): 3 clusters
  Score: Raw -11236802.055305 + Penalty 13043.907818 = -11223758.147487
  nChanged 43
		SP:Iteration 24Q (41592.560000 sec): 3 clusters
  Score: Raw -11236815.530465 + Penalty 13043.907818 = -11223771.622647
  nChanged 37
		SP:Iteration 25Q (41592.800000 sec): 3 clusters
  Score: Raw -11236825.951914 + Penalty 13043.907818 = -11223782.044096
  nChanged 31
		SP:Iteration 26Q (41593.060000 sec): 3 clusters
  Score: Raw -11236833.090447 + Penalty 13043.907818 = -11223789.182629
  nChanged 17
		SP:Iteration 27Q (41593.300000 sec): 3 clusters
  Score: Raw -11236837.523104 + Penalty 13043.907818 = -11223793.615286
  nChanged 14
		SP:Iteration 28Q (41593.550000 sec): 3 clusters
  Score: Raw -11236840.571832 + Penalty 13043.907818 = -11223796.664014
  nChanged 14
		SP:Iteration 29Q (41593.800000 sec): 3 clusters
  Score: Raw -11236844.221653 + Penalty 13043.907818 = -11223800.313835
  nChanged 13
		SP:Iteration 30Q (41594.050000 sec): 3 clusters
  Score: Raw -11236847.020454 + Penalty 13043.907818 = -11223803.112636
  nChanged 12
		SP:Iteration 31Q (41594.300000 sec): 3 clusters
  Score: Raw -11236849.672050 + Penalty 13043.907818 = -11223805.764232
  nChanged 4
		SP:Iteration 32Q (41594.540000 sec): 3 clusters
  Score: Raw -11236850.652775 + Penalty 13043.907818 = -11223806.744957
  nChanged 6
		SP:Iteration 33Q (41594.790000 sec): 3 clusters
  Score: Raw -11236851.799789 + Penalty 13043.907818 = -11223807.891971
  nChanged 6
		SP:Iteration 34Q (41595.040000 sec): 3 clusters
  Score: Raw -11236853.001050 + Penalty 13043.907818 = -11223809.093232
  nChanged 6
		SP:Iteration 35Q (41595.290000 sec): 3 clusters
  Score: Raw -11236854.066527 + Penalty 13043.907818 = -11223810.158709
  nChanged 5
		SP:Iteration 36Q (41595.530000 sec): 3 clusters
  Score: Raw -11236855.601153 + Penalty 13043.907818 = -11223811.693335
  nChanged 9
		SP:Iteration 37Q (41595.780000 sec): 3 clusters
  Score: Raw -11236858.067405 + Penalty 13043.907818 = -11223814.159587
  nChanged 8
		SP:Iteration 38Q (41596.030000 sec): 3 clusters
  Score: Raw -11236860.341932 + Penalty 13043.907818 = -11223816.434114
  nChanged 9
		SP:Iteration 39Q (41596.270000 sec): 3 clusters
  Score: Raw -11236862.746292 + Penalty 13043.907818 = -11223818.838474
  nChanged 11
		SP:Iteration 40F (41596.590000 sec): 3 clusters
  Score: Raw -11236865.571431 + Penalty 13043.907818 = -11223821.663613
  nChanged 4
		SP:Iteration 41Q (41596.840000 sec): 3 clusters
  Score: Raw -11236866.333165 + Penalty 13043.907818 = -11223822.425347
  nChanged 8
		SP:Iteration 42Q (41597.080000 sec): 3 clusters
  Score: Raw -11236867.850642 + Penalty 13043.907818 = -11223823.942824
  nChanged 4
		SP:Iteration 43Q (41597.330000 sec): 3 clusters
  Score: Raw -11236868.842889 + Penalty 13043.907818 = -11223824.935071
  nChanged 6
		SP:Iteration 44Q (41597.580000 sec): 3 clusters
  Score: Raw -11236870.481218 + Penalty 13043.907818 = -11223826.573400
  nChanged 7
		SP:Iteration 45Q (41597.820000 sec): 3 clusters
  Score: Raw -11236871.861554 + Penalty 13043.907818 = -11223827.953736
  nChanged 2
		SP:Iteration 46Q (41598.060000 sec): 3 clusters
  Score: Raw -11236872.189779 + Penalty 13043.907818 = -11223828.281961
  nChanged 2
		SP:Iteration 47Q (41598.310000 sec): 3 clusters
  Score: Raw -11236872.456574 + Penalty 13043.907818 = -11223828.548756
  nChanged 4
		SP:Iteration 48Q (41598.560000 sec): 3 clusters
  Score: Raw -11236872.966098 + Penalty 13043.907818 = -11223829.058280
  nChanged 3
		SP:Iteration 49Q (41598.800000 sec): 3 clusters
  Score: Raw -11236873.644125 + Penalty 13043.907818 = -11223829.736307
  nChanged 4
		SP:Iteration 50Q (41599.050000 sec): 3 clusters
  Score: Raw -11236874.334443 + Penalty 13043.907818 = -11223830.426625
  nChanged 3
		SP:Iteration 51Q (41599.290000 sec): 3 clusters
  Score: Raw -11236874.845297 + Penalty 13043.907818 = -11223830.937479
  nChanged 3
		SP:Iteration 52Q (41599.540000 sec): 3 clusters
  Score: Raw -11236875.658812 + Penalty 13043.907818 = -11223831.750994
  nChanged 6
		SP:Iteration 53Q (41599.780000 sec): 3 clusters
  Score: Raw -11236876.825244 + Penalty 13043.907818 = -11223832.917426
  nChanged 3
		SP:Iteration 54Q (41600.030000 sec): 3 clusters
  Score: Raw -11236877.395964 + Penalty 13043.907818 = -11223833.488146
  nChanged 2
		SP:Iteration 55Q (41600.270000 sec): 3 clusters
  Score: Raw -11236877.782519 + Penalty 13043.907818 = -11223833.874701
  nChanged 3
		SP:Iteration 56Q (41600.510000 sec): 3 clusters
  Score: Raw -11236878.243743 + Penalty 13043.907818 = -11223834.335925
  nChanged 2
		SP:Iteration 57Q (41600.760000 sec): 3 clusters
  Score: Raw -11236878.640148 + Penalty 13043.907818 = -11223834.732330
  nChanged 3
		SP:Iteration 58Q (41601.010000 sec): 3 clusters
  Score: Raw -11236879.247434 + Penalty 13043.907818 = -11223835.339616
  nChanged 2
		SP:Iteration 59Q (41601.250000 sec): 3 clusters
  Score: Raw -11236879.829909 + Penalty 13043.907818 = -11223835.922091
  nChanged 3
		SP:Iteration 60F (41601.560000 sec): 3 clusters
  Score: Raw -11236880.589487 + Penalty 13043.907818 = -11223836.681669
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (134884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41602.430000 sec): 2 clusters
  Score: Raw -36061537.064957 + Penalty 7234.954388 = -36054302.110569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41603.460000 sec): 3 clusters
  Score: Raw -35977810.696060 + Penalty 14469.908775 = -35963340.787284
  nChanged 62295
		SP:Iteration 1F (41604.490000 sec): 3 clusters
  Score: Raw -36012242.360953 + Penalty 14469.908775 = -35997772.452177
  nChanged 4894
		SP:Iteration 2Q (41605.520000 sec): 3 clusters
  Score: Raw -36013431.639420 + Penalty 14469.908775 = -35998961.730645
  nChanged 4587
		SP:Iteration 3Q (41606.550000 sec): 3 clusters
  Score: Raw -36014600.821504 + Penalty 14469.908775 = -36000130.912728
  nChanged 4653
		SP:Iteration 4Q (41607.590000 sec): 3 clusters
  Score: Raw -36015949.996496 + Penalty 14469.908775 = -36001480.087720
  nChanged 5151
		SP:Iteration 5Q (41608.620000 sec): 3 clusters
  Score: Raw -36017766.636520 + Penalty 14469.908775 = -36003296.727745
  nChanged 6178
		SP:Iteration 6Q (41609.660000 sec): 3 clusters
  Score: Raw -36020547.642958 + Penalty 14469.908775 = -36006077.734183
  nChanged 7767
		SP:Iteration 7F (41610.690000 sec): 3 clusters
  Score: Raw -36025119.330138 + Penalty 14469.908775 = -36010649.421363
  nChanged 9543
		SP:Iteration 8F (41611.710000 sec): 3 clusters
  Score: Raw -36032121.794928 + Penalty 14469.908775 = -36017651.886153
  nChanged 10397
		SP:Iteration 9F (41612.730000 sec): 3 clusters
  Score: Raw -36041011.112938 + Penalty 14469.908775 = -36026541.204163
  nChanged 9439
		SP:Iteration 10F (41613.750000 sec): 3 clusters
  Score: Raw -36049650.091127 + Penalty 14469.908775 = -36035180.182352
  nChanged 6813
		SP:Iteration 11F (41614.770000 sec): 3 clusters
  Score: Raw -36055729.517710 + Penalty 14469.908775 = -36041259.608935
  nChanged 3910
		SP:Iteration 12Q (41615.750000 sec): 3 clusters
  Score: Raw -36059088.718430 + Penalty 14469.908775 = -36044618.809655
  nChanged 1984
		SP:Iteration 13Q (41616.660000 sec): 3 clusters
  Score: Raw -36060787.037461 + Penalty 14469.908775 = -36046317.128686
  nChanged 923
		SP:Iteration 14Q (41617.500000 sec): 3 clusters
  Score: Raw -36061597.111901 + Penalty 14469.908775 = -36047127.203126
  nChanged 436
		SP:Iteration 15Q (41618.290000 sec): 3 clusters
  Score: Raw -36061993.290477 + Penalty 14469.908775 = -36047523.381702
  nChanged 252
		SP:Iteration 16Q (41619.050000 sec): 3 clusters
  Score: Raw -36062210.665919 + Penalty 14469.908775 = -36047740.757144
  nChanged 142
		SP:Iteration 17Q (41619.790000 sec): 3 clusters
  Score: Raw -36062338.192430 + Penalty 14469.908775 = -36047868.283655
  nChanged 81
		SP:Iteration 18Q (41620.510000 sec): 3 clusters
  Score: Raw -36062407.173918 + Penalty 14469.908775 = -36047937.265142
  nChanged 59
		SP:Iteration 19Q (41621.240000 sec): 3 clusters
  Score: Raw -36062462.317815 + Penalty 14469.908775 = -36047992.409040
  nChanged 40
		SP:Iteration 20F (41622.250000 sec): 3 clusters
  Score: Raw -36062503.521463 + Penalty 14469.908775 = -36048033.612688
  nChanged 31
		SP:Iteration 21Q (41622.970000 sec): 3 clusters
  Score: Raw -36062533.444954 + Penalty 14469.908775 = -36048063.536179
  nChanged 28
		SP:Iteration 22Q (41623.690000 sec): 3 clusters
  Score: Raw -36062558.738533 + Penalty 14469.908775 = -36048088.829757
  nChanged 17
		SP:Iteration 23Q (41624.400000 sec): 3 clusters
  Score: Raw -36062572.255834 + Penalty 14469.908775 = -36048102.347058
  nChanged 9
		SP:Iteration 24Q (41625.110000 sec): 3 clusters
  Score: Raw -36062579.190404 + Penalty 14469.908775 = -36048109.281629
  nChanged 7
		SP:Iteration 25Q (41625.830000 sec): 3 clusters
  Score: Raw -36062584.659402 + Penalty 14469.908775 = -36048114.750627
  nChanged 4
		SP:Iteration 26Q (41626.540000 sec): 3 clusters
  Score: Raw -36062588.346266 + Penalty 14469.908775 = -36048118.437491
  nChanged 6
		SP:Iteration 27Q (41627.250000 sec): 3 clusters
  Score: Raw -36062593.939180 + Penalty 14469.908775 = -36048124.030405
  nChanged 6
		SP:Iteration 28Q (41627.960000 sec): 3 clusters
  Score: Raw -36062597.965164 + Penalty 14469.908775 = -36048128.056388
  nChanged 4
		SP:Iteration 29Q (41628.660000 sec): 3 clusters
  Score: Raw -36062601.559218 + Penalty 14469.908775 = -36048131.650443
  nChanged 3
		SP:Iteration 30Q (41629.340000 sec): 3 clusters
  Score: Raw -36062605.380897 + Penalty 14469.908775 = -36048135.472121
  nChanged 5
		SP:Iteration 31Q (41630.020000 sec): 3 clusters
  Score: Raw -36062609.188521 + Penalty 14469.908775 = -36048139.279746
  nChanged 5
		SP:Iteration 32Q (41630.690000 sec): 3 clusters
  Score: Raw -36062612.500909 + Penalty 14469.908775 = -36048142.592134
  nChanged 3
		SP:Iteration 33Q (41631.370000 sec): 3 clusters
  Score: Raw -36062614.010394 + Penalty 14469.908775 = -36048144.101619
  nChanged 1
		SP:Iteration 34Q (41632.060000 sec): 3 clusters
  Score: Raw -36062614.658699 + Penalty 14469.908775 = -36048144.749924
  nChanged 1
		SP:Iteration 35Q (41632.740000 sec): 3 clusters
  Score: Raw -36062615.537922 + Penalty 14469.908775 = -36048145.629147
  nChanged 1
		SP:Iteration 36Q (41633.410000 sec): 3 clusters
  Score: Raw -36062616.611530 + Penalty 14469.908775 = -36048146.702755
  nChanged 1
		SP:Iteration 37Q (41634.090000 sec): 3 clusters
  Score: Raw -36062617.499966 + Penalty 14469.908775 = -36048147.591191
  nChanged 1
		SP:Iteration 38Q (41634.780000 sec): 3 clusters
  Score: Raw -36062618.263708 + Penalty 14469.908775 = -36048148.354933
  nChanged 1
		SP:Iteration 39Q (41635.460000 sec): 3 clusters
  Score: Raw -36062619.480100 + Penalty 14469.908775 = -36048149.571324
  nChanged 3
		SP:Iteration 40F (41636.440000 sec): 3 clusters
  Score: Raw -36062622.287108 + Penalty 14469.908775 = -36048152.378333
  nChanged 3
		SP:Iteration 41Q (41637.110000 sec): 3 clusters
  Score: Raw -36062623.859059 + Penalty 14469.908775 = -36048153.950284
  nChanged 1
		SP:Iteration 42Q (41637.790000 sec): 3 clusters
  Score: Raw -36062624.468778 + Penalty 14469.908775 = -36048154.560003
  nChanged 1
		SP:Iteration 43Q (41638.460000 sec): 3 clusters
  Score: Raw -36062625.072028 + Penalty 14469.908775 = -36048155.163253
  nChanged 1
		SP:Iteration 44Q (41639.140000 sec): 3 clusters
  Score: Raw -36062626.519273 + Penalty 14469.908775 = -36048156.610498
  nChanged 2
		SP:Iteration 45Q (41639.820000 sec): 3 clusters
  Score: Raw -36062627.557719 + Penalty 14469.908775 = -36048157.648944
  nChanged 1
		SP:Iteration 46Q (41640.500000 sec): 3 clusters
  Score: Raw -36062628.178467 + Penalty 14469.908775 = -36048158.269692
  nChanged 1
		SP:Iteration 47Q (41641.180000 sec): 3 clusters
  Score: Raw -36062628.602961 + Penalty 14469.908775 = -36048158.694186
  nChanged 0
		SP:Iteration 48F (41642.140000 sec): 3 clusters
  Score: Raw -36062628.602961 + Penalty 14469.908775 = -36048158.694186
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41642.240000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41642.240000 sec): 3 clusters
  Score: Raw -45459.738534 + Penalty 6508.677324 = -38951.061209
  nChanged 3
		SP:Iteration 1Q (41642.240000 sec): 3 clusters
  Score: Raw -45478.605192 + Penalty 6508.677324 = -38969.927868
  nChanged 0
		SP:Iteration 2F (41642.240000 sec): 3 clusters
  Score: Raw -45478.605192 + Penalty 6508.677324 = -38969.927868
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41642.250000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41642.260000 sec): 3 clusters
  Score: Raw -136448.011113 + Penalty 7674.993986 = -128773.017127
  nChanged 47
		SP:Iteration 1F (41642.260000 sec): 3 clusters
  Score: Raw -136673.092439 + Penalty 7674.993986 = -128998.098453
  nChanged 14
		SP:Iteration 2Q (41642.260000 sec): 3 clusters
  Score: Raw -136741.249221 + Penalty 7674.993986 = -129066.255235
  nChanged 5
		SP:Iteration 3Q (41642.260000 sec): 3 clusters
  Score: Raw -136764.891144 + Penalty 7674.993986 = -129089.897158
  nChanged 2
		SP:Iteration 4Q (41642.270000 sec): 3 clusters
  Score: Raw -136777.712573 + Penalty 7674.993986 = -129102.718587
  nChanged 0
		SP:Iteration 5F (41642.270000 sec): 3 clusters
  Score: Raw -136777.712573 + Penalty 7674.993986 = -129102.718587
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (104972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41642.930000 sec): 2 clusters
  Score: Raw -28035275.015192 + Penalty 7081.387468 = -28028193.627725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41643.700000 sec): 3 clusters
  Score: Raw -27970853.978914 + Penalty 14162.774935 = -27956691.203979
  nChanged 48156
		SP:Iteration 1F (41644.460000 sec): 3 clusters
  Score: Raw -27997703.233963 + Penalty 14162.774935 = -27983540.459027
  nChanged 4646
		SP:Iteration 2Q (41645.230000 sec): 3 clusters
  Score: Raw -27999472.173405 + Penalty 14162.774935 = -27985309.398469
  nChanged 4888
		SP:Iteration 3Q (41646.000000 sec): 3 clusters
  Score: Raw -28001904.645464 + Penalty 14162.774935 = -27987741.870528
  nChanged 5702
		SP:Iteration 4F (41646.760000 sec): 3 clusters
  Score: Raw -28005257.434812 + Penalty 14162.774935 = -27991094.659876
  nChanged 6565
		SP:Iteration 5F (41647.530000 sec): 3 clusters
  Score: Raw -28009170.496945 + Penalty 14162.774935 = -27995007.722010
  nChanged 6927
		SP:Iteration 6F (41648.290000 sec): 3 clusters
  Score: Raw -28013084.888310 + Penalty 14162.774935 = -27998922.113374
  nChanged 6570
		SP:Iteration 7F (41649.050000 sec): 3 clusters
  Score: Raw -28016684.713346 + Penalty 14162.774935 = -28002521.938410
  nChanged 5811
		SP:Iteration 8F (41649.810000 sec): 3 clusters
  Score: Raw -28019805.428746 + Penalty 14162.774935 = -28005642.653811
  nChanged 4999
		SP:Iteration 9Q (41650.570000 sec): 3 clusters
  Score: Raw -28022517.030826 + Penalty 14162.774935 = -28008354.255891
  nChanged 4288
		SP:Iteration 10Q (41651.320000 sec): 3 clusters
  Score: Raw -28025226.945373 + Penalty 14162.774935 = -28011064.170438
  nChanged 3868
		SP:Iteration 11Q (41652.080000 sec): 3 clusters
  Score: Raw -28028246.799273 + Penalty 14162.774935 = -28014084.024337
  nChanged 3560
		SP:Iteration 12Q (41652.840000 sec): 3 clusters
  Score: Raw -28031584.664110 + Penalty 14162.774935 = -28017421.889174
  nChanged 3119
		SP:Iteration 13Q (41653.580000 sec): 3 clusters
  Score: Raw -28034563.304980 + Penalty 14162.774935 = -28020400.530044
  nChanged 2496
		SP:Iteration 14Q (41654.290000 sec): 3 clusters
  Score: Raw -28036698.682498 + Penalty 14162.774935 = -28022535.907562
  nChanged 1896
		SP:Iteration 15Q (41654.960000 sec): 3 clusters
  Score: Raw -28038154.401520 + Penalty 14162.774935 = -28023991.626584
  nChanged 1516
		SP:Iteration 16Q (41655.620000 sec): 3 clusters
  Score: Raw -28039191.015828 + Penalty 14162.774935 = -28025028.240893
  nChanged 1139
		SP:Iteration 17Q (41656.250000 sec): 3 clusters
  Score: Raw -28039854.508919 + Penalty 14162.774935 = -28025691.733983
  nChanged 813
		SP:Iteration 18Q (41656.850000 sec): 3 clusters
  Score: Raw -28040247.548363 + Penalty 14162.774935 = -28026084.773428
  nChanged 597
		SP:Iteration 19Q (41657.430000 sec): 3 clusters
  Score: Raw -28040498.593193 + Penalty 14162.774935 = -28026335.818258
  nChanged 454
		SP:Iteration 20F (41658.200000 sec): 3 clusters
  Score: Raw -28040662.170970 + Penalty 14162.774935 = -28026499.396034
  nChanged 358
		SP:Iteration 21Q (41658.780000 sec): 3 clusters
  Score: Raw -28040777.972947 + Penalty 14162.774935 = -28026615.198011
  nChanged 277
		SP:Iteration 22Q (41659.350000 sec): 3 clusters
  Score: Raw -28040858.130475 + Penalty 14162.774935 = -28026695.355540
  nChanged 196
		SP:Iteration 23Q (41659.920000 sec): 3 clusters
  Score: Raw -28040906.546643 + Penalty 14162.774935 = -28026743.771707
  nChanged 147
		SP:Iteration 24Q (41660.490000 sec): 3 clusters
  Score: Raw -28040937.024238 + Penalty 14162.774935 = -28026774.249303
  nChanged 115
		SP:Iteration 25Q (41661.060000 sec): 3 clusters
  Score: Raw -28040957.663657 + Penalty 14162.774935 = -28026794.888721
  nChanged 88
		SP:Iteration 26Q (41661.620000 sec): 3 clusters
  Score: Raw -28040970.373715 + Penalty 14162.774935 = -28026807.598779
  nChanged 48
		SP:Iteration 27Q (41662.200000 sec): 3 clusters
  Score: Raw -28040976.333880 + Penalty 14162.774935 = -28026813.558944
  nChanged 39
		SP:Iteration 28Q (41662.760000 sec): 3 clusters
  Score: Raw -28040981.819640 + Penalty 14162.774935 = -28026819.044704
  nChanged 40
		SP:Iteration 29Q (41663.320000 sec): 3 clusters
  Score: Raw -28040987.373912 + Penalty 14162.774935 = -28026824.598977
  nChanged 42
		SP:Iteration 30Q (41663.880000 sec): 3 clusters
  Score: Raw -28040993.559960 + Penalty 14162.774935 = -28026830.785024
  nChanged 27
		SP:Iteration 31Q (41664.440000 sec): 3 clusters
  Score: Raw -28040996.752092 + Penalty 14162.774935 = -28026833.977156
  nChanged 19
		SP:Iteration 32Q (41665.000000 sec): 3 clusters
  Score: Raw -28040999.185981 + Penalty 14162.774935 = -28026836.411046
  nChanged 16
		SP:Iteration 33Q (41665.550000 sec): 3 clusters
  Score: Raw -28041001.082057 + Penalty 14162.774935 = -28026838.307121
  nChanged 16
		SP:Iteration 34Q (41666.120000 sec): 3 clusters
  Score: Raw -28041002.919090 + Penalty 14162.774935 = -28026840.144154
  nChanged 9
		SP:Iteration 35Q (41666.680000 sec): 3 clusters
  Score: Raw -28041003.746900 + Penalty 14162.774935 = -28026840.971964
  nChanged 3
		SP:Iteration 36Q (41667.230000 sec): 3 clusters
  Score: Raw -28041004.110532 + Penalty 14162.774935 = -28026841.335596
  nChanged 5
		SP:Iteration 37Q (41667.790000 sec): 3 clusters
  Score: Raw -28041004.610156 + Penalty 14162.774935 = -28026841.835220
  nChanged 6
		SP:Iteration 38Q (41668.350000 sec): 3 clusters
  Score: Raw -28041005.053963 + Penalty 14162.774935 = -28026842.279027
  nChanged 3
		SP:Iteration 39Q (41668.910000 sec): 3 clusters
  Score: Raw -28041005.280426 + Penalty 14162.774935 = -28026842.505490
  nChanged 3
		SP:Iteration 40F (41669.680000 sec): 3 clusters
  Score: Raw -28041005.616595 + Penalty 14162.774935 = -28026842.841660
  nChanged 5
		SP:Iteration 41Q (41670.230000 sec): 3 clusters
  Score: Raw -28041006.078076 + Penalty 14162.774935 = -28026843.303141
  nChanged 5
		SP:Iteration 42Q (41670.790000 sec): 3 clusters
  Score: Raw -28041006.533253 + Penalty 14162.774935 = -28026843.758318
  nChanged 8
		SP:Iteration 43Q (41671.350000 sec): 3 clusters
  Score: Raw -28041007.489290 + Penalty 14162.774935 = -28026844.714355
  nChanged 8
		SP:Iteration 44Q (41671.910000 sec): 3 clusters
  Score: Raw -28041008.427446 + Penalty 14162.774935 = -28026845.652511
  nChanged 8
		SP:Iteration 45Q (41672.500000 sec): 3 clusters
  Score: Raw -28041009.123499 + Penalty 14162.774935 = -28026846.348563
  nChanged 4
		SP:Iteration 46Q (41673.080000 sec): 3 clusters
  Score: Raw -28041009.513806 + Penalty 14162.774935 = -28026846.738871
  nChanged 3
		SP:Iteration 47Q (41673.640000 sec): 3 clusters
  Score: Raw -28041009.716414 + Penalty 14162.774935 = -28026846.941479
  nChanged 0
		SP:Iteration 48F (41674.410000 sec): 3 clusters
  Score: Raw -28041009.716414 + Penalty 14162.774935 = -28026846.941479
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (17099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41674.560000 sec): 2 clusters
  Score: Raw -4532156.136855 + Penalty 5969.899848 = -4526186.237007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41674.690000 sec): 3 clusters
  Score: Raw -4523490.183764 + Penalty 11939.799695 = -4511550.384069
  nChanged 6780
		SP:Iteration 1F (41674.810000 sec): 3 clusters
  Score: Raw -4527159.627059 + Penalty 11939.799695 = -4515219.827364
  nChanged 1256
		SP:Iteration 2F (41674.940000 sec): 3 clusters
  Score: Raw -4527927.026443 + Penalty 11939.799695 = -4515987.226748
  nChanged 1074
		SP:Iteration 3F (41675.060000 sec): 3 clusters
  Score: Raw -4528648.281171 + Penalty 11939.799695 = -4516708.481476
  nChanged 936
		SP:Iteration 4F (41675.190000 sec): 3 clusters
  Score: Raw -4529317.738725 + Penalty 11939.799695 = -4517377.939030
  nChanged 942
		SP:Iteration 5F (41675.310000 sec): 3 clusters
  Score: Raw -4530011.375834 + Penalty 11939.799695 = -4518071.576139
  nChanged 908
		SP:Iteration 6F (41675.430000 sec): 3 clusters
  Score: Raw -4530678.574459 + Penalty 11939.799695 = -4518738.774764
  nChanged 833
		SP:Iteration 7Q (41675.550000 sec): 3 clusters
  Score: Raw -4531305.317590 + Penalty 11939.799695 = -4519365.517895
  nChanged 757
		SP:Iteration 8Q (41675.680000 sec): 3 clusters
  Score: Raw -4531785.756459 + Penalty 11939.799695 = -4519845.956764
  nChanged 610
		SP:Iteration 9Q (41675.800000 sec): 3 clusters
  Score: Raw -4532111.124615 + Penalty 11939.799695 = -4520171.324920
  nChanged 471
		SP:Iteration 10Q (41675.920000 sec): 3 clusters
  Score: Raw -4532349.533032 + Penalty 11939.799695 = -4520409.733337
  nChanged 379
		SP:Iteration 11Q (41676.050000 sec): 3 clusters
  Score: Raw -4532528.108948 + Penalty 11939.799695 = -4520588.309253
  nChanged 296
		SP:Iteration 12Q (41676.170000 sec): 3 clusters
  Score: Raw -4532658.144071 + Penalty 11939.799695 = -4520718.344376
  nChanged 237
		SP:Iteration 13Q (41676.290000 sec): 3 clusters
  Score: Raw -4532746.697172 + Penalty 11939.799695 = -4520806.897477
  nChanged 179
		SP:Iteration 14Q (41676.410000 sec): 3 clusters
  Score: Raw -4532810.337208 + Penalty 11939.799695 = -4520870.537513
  nChanged 144
		SP:Iteration 15Q (41676.530000 sec): 3 clusters
  Score: Raw -4532860.355508 + Penalty 11939.799695 = -4520920.555813
  nChanged 139
		SP:Iteration 16Q (41676.650000 sec): 3 clusters
  Score: Raw -4532910.701659 + Penalty 11939.799695 = -4520970.901964
  nChanged 135
		SP:Iteration 17Q (41676.780000 sec): 3 clusters
  Score: Raw -4532960.542282 + Penalty 11939.799695 = -4521020.742587
  nChanged 122
		SP:Iteration 18Q (41676.900000 sec): 3 clusters
  Score: Raw -4533000.905806 + Penalty 11939.799695 = -4521061.106111
  nChanged 115
		SP:Iteration 19Q (41677.030000 sec): 3 clusters
  Score: Raw -4533041.345511 + Penalty 11939.799695 = -4521101.545816
  nChanged 118
		SP:Iteration 20F (41677.160000 sec): 3 clusters
  Score: Raw -4533083.684596 + Penalty 11939.799695 = -4521143.884901
  nChanged 98
		SP:Iteration 21Q (41677.280000 sec): 3 clusters
  Score: Raw -4533117.953301 + Penalty 11939.799695 = -4521178.153606
  nChanged 90
		SP:Iteration 22Q (41677.410000 sec): 3 clusters
  Score: Raw -4533145.337029 + Penalty 11939.799695 = -4521205.537334
  nChanged 75
		SP:Iteration 23Q (41677.530000 sec): 3 clusters
  Score: Raw -4533168.072583 + Penalty 11939.799695 = -4521228.272888
  nChanged 64
		SP:Iteration 24Q (41677.660000 sec): 3 clusters
  Score: Raw -4533188.480276 + Penalty 11939.799695 = -4521248.680581
  nChanged 55
		SP:Iteration 25Q (41677.790000 sec): 3 clusters
  Score: Raw -4533206.067662 + Penalty 11939.799695 = -4521266.267967
  nChanged 54
		SP:Iteration 26Q (41677.910000 sec): 3 clusters
  Score: Raw -4533223.507485 + Penalty 11939.799695 = -4521283.707790
  nChanged 52
		SP:Iteration 27Q (41678.040000 sec): 3 clusters
  Score: Raw -4533239.277146 + Penalty 11939.799695 = -4521299.477451
  nChanged 42
		SP:Iteration 28Q (41678.160000 sec): 3 clusters
  Score: Raw -4533252.547503 + Penalty 11939.799695 = -4521312.747808
  nChanged 34
		SP:Iteration 29Q (41678.290000 sec): 3 clusters
  Score: Raw -4533262.332532 + Penalty 11939.799695 = -4521322.532837
  nChanged 33
		SP:Iteration 30Q (41678.410000 sec): 3 clusters
  Score: Raw -4533271.222333 + Penalty 11939.799695 = -4521331.422638
  nChanged 18
		SP:Iteration 31Q (41678.530000 sec): 3 clusters
  Score: Raw -4533276.400827 + Penalty 11939.799695 = -4521336.601132
  nChanged 16
		SP:Iteration 32Q (41678.650000 sec): 3 clusters
  Score: Raw -4533280.173949 + Penalty 11939.799695 = -4521340.374254
  nChanged 10
		SP:Iteration 33Q (41678.790000 sec): 3 clusters
  Score: Raw -4533283.376525 + Penalty 11939.799695 = -4521343.576830
  nChanged 17
		SP:Iteration 34Q (41678.900000 sec): 3 clusters
  Score: Raw -4533288.478827 + Penalty 11939.799695 = -4521348.679132
  nChanged 25
		SP:Iteration 35Q (41679.020000 sec): 3 clusters
  Score: Raw -4533294.776384 + Penalty 11939.799695 = -4521354.976689
  nChanged 12
		SP:Iteration 36Q (41679.140000 sec): 3 clusters
  Score: Raw -4533298.843998 + Penalty 11939.799695 = -4521359.044303
  nChanged 13
		SP:Iteration 37Q (41679.260000 sec): 3 clusters
  Score: Raw -4533301.844986 + Penalty 11939.799695 = -4521362.045291
  nChanged 16
		SP:Iteration 38Q (41679.380000 sec): 3 clusters
  Score: Raw -4533306.598575 + Penalty 11939.799695 = -4521366.798880
  nChanged 20
		SP:Iteration 39Q (41679.510000 sec): 3 clusters
  Score: Raw -4533313.616066 + Penalty 11939.799695 = -4521373.816371
  nChanged 24
		SP:Iteration 40F (41679.630000 sec): 3 clusters
  Score: Raw -4533321.338655 + Penalty 11939.799695 = -4521381.538960
  nChanged 24
		SP:Iteration 41Q (41679.750000 sec): 3 clusters
  Score: Raw -4533329.400030 + Penalty 11939.799695 = -4521389.600335
  nChanged 21
		SP:Iteration 42Q (41679.870000 sec): 3 clusters
  Score: Raw -4533335.340884 + Penalty 11939.799695 = -4521395.541189
  nChanged 15
		SP:Iteration 43Q (41679.990000 sec): 3 clusters
  Score: Raw -4533339.521432 + Penalty 11939.799695 = -4521399.721737
  nChanged 15
		SP:Iteration 44Q (41680.110000 sec): 3 clusters
  Score: Raw -4533343.890828 + Penalty 11939.799695 = -4521404.091133
  nChanged 14
		SP:Iteration 45Q (41680.230000 sec): 3 clusters
  Score: Raw -4533348.238595 + Penalty 11939.799695 = -4521408.438900
  nChanged 8
		SP:Iteration 46Q (41680.350000 sec): 3 clusters
  Score: Raw -4533350.599637 + Penalty 11939.799695 = -4521410.799942
  nChanged 7
		SP:Iteration 47Q (41680.470000 sec): 3 clusters
  Score: Raw -4533352.469279 + Penalty 11939.799695 = -4521412.669584
  nChanged 11
		SP:Iteration 48Q (41680.590000 sec): 3 clusters
  Score: Raw -4533355.113912 + Penalty 11939.799695 = -4521415.314217
  nChanged 9
		SP:Iteration 49Q (41680.710000 sec): 3 clusters
  Score: Raw -4533357.357296 + Penalty 11939.799695 = -4521417.557601
  nChanged 6
		SP:Iteration 50Q (41680.830000 sec): 3 clusters
  Score: Raw -4533358.729452 + Penalty 11939.799695 = -4521418.929756
  nChanged 6
		SP:Iteration 51Q (41680.950000 sec): 3 clusters
  Score: Raw -4533359.982790 + Penalty 11939.799695 = -4521420.183095
  nChanged 5
		SP:Iteration 52Q (41681.070000 sec): 3 clusters
  Score: Raw -4533361.203288 + Penalty 11939.799695 = -4521421.403593
  nChanged 4
		SP:Iteration 53Q (41681.190000 sec): 3 clusters
  Score: Raw -4533362.523901 + Penalty 11939.799695 = -4521422.724206
  nChanged 5
		SP:Iteration 54Q (41681.310000 sec): 3 clusters
  Score: Raw -4533364.418175 + Penalty 11939.799695 = -4521424.618480
  nChanged 11
		SP:Iteration 55Q (41681.430000 sec): 3 clusters
  Score: Raw -4533367.688965 + Penalty 11939.799695 = -4521427.889270
  nChanged 11
		SP:Iteration 56Q (41681.550000 sec): 3 clusters
  Score: Raw -4533370.870221 + Penalty 11939.799695 = -4521431.070526
  nChanged 7
		SP:Iteration 57Q (41681.670000 sec): 3 clusters
  Score: Raw -4533373.187058 + Penalty 11939.799695 = -4521433.387363
  nChanged 11
		SP:Iteration 58Q (41681.790000 sec): 3 clusters
  Score: Raw -4533377.528124 + Penalty 11939.799695 = -4521437.728429
  nChanged 7
		SP:Iteration 59Q (41681.910000 sec): 3 clusters
  Score: Raw -4533379.416527 + Penalty 11939.799695 = -4521439.616832
  nChanged 5
		SP:Iteration 60F (41682.030000 sec): 3 clusters
  Score: Raw -4533380.897026 + Penalty 11939.799695 = -4521441.097331
  nChanged 12
		SP:Iteration 61Q (41682.150000 sec): 3 clusters
  Score: Raw -4533384.443584 + Penalty 11939.799695 = -4521444.643889
  nChanged 8
		SP:Iteration 62Q (41682.270000 sec): 3 clusters
  Score: Raw -4533387.458348 + Penalty 11939.799695 = -4521447.658653
  nChanged 13
		SP:Iteration 63Q (41682.390000 sec): 3 clusters
  Score: Raw -4533390.487390 + Penalty 11939.799695 = -4521450.687695
  nChanged 11
		SP:Iteration 64Q (41682.510000 sec): 3 clusters
  Score: Raw -4533393.383609 + Penalty 11939.799695 = -4521453.583914
  nChanged 7
		SP:Iteration 65Q (41682.630000 sec): 3 clusters
  Score: Raw -4533395.792117 + Penalty 11939.799695 = -4521455.992422
  nChanged 7
		SP:Iteration 66Q (41682.750000 sec): 3 clusters
  Score: Raw -4533397.772746 + Penalty 11939.799695 = -4521457.973051
  nChanged 9
		SP:Iteration 67Q (41682.870000 sec): 3 clusters
  Score: Raw -4533399.862301 + Penalty 11939.799695 = -4521460.062606
  nChanged 3
		SP:Iteration 68Q (41682.990000 sec): 3 clusters
  Score: Raw -4533400.682625 + Penalty 11939.799695 = -4521460.882930
  nChanged 4
		SP:Iteration 69Q (41683.110000 sec): 3 clusters
  Score: Raw -4533402.326886 + Penalty 11939.799695 = -4521462.527191
  nChanged 7
		SP:Iteration 70Q (41683.230000 sec): 3 clusters
  Score: Raw -4533405.109860 + Penalty 11939.799695 = -4521465.310165
  nChanged 16
		SP:Iteration 71Q (41683.350000 sec): 3 clusters
  Score: Raw -4533410.414278 + Penalty 11939.799695 = -4521470.614583
  nChanged 12
		SP:Iteration 72Q (41683.460000 sec): 3 clusters
  Score: Raw -4533414.550020 + Penalty 11939.799695 = -4521474.750325
  nChanged 7
		SP:Iteration 73Q (41683.580000 sec): 3 clusters
  Score: Raw -4533416.392125 + Penalty 11939.799695 = -4521476.592430
  nChanged 4
		SP:Iteration 74Q (41683.700000 sec): 3 clusters
  Score: Raw -4533418.267423 + Penalty 11939.799695 = -4521478.467728
  nChanged 8
		SP:Iteration 75Q (41683.830000 sec): 3 clusters
  Score: Raw -4533420.673156 + Penalty 11939.799695 = -4521480.873461
  nChanged 7
		SP:Iteration 76Q (41683.950000 sec): 3 clusters
  Score: Raw -4533423.492192 + Penalty 11939.799695 = -4521483.692497
  nChanged 5
		SP:Iteration 77Q (41684.070000 sec): 3 clusters
  Score: Raw -4533425.126077 + Penalty 11939.799695 = -4521485.326382
  nChanged 9
		SP:Iteration 78Q (41684.190000 sec): 3 clusters
  Score: Raw -4533427.750022 + Penalty 11939.799695 = -4521487.950327
  nChanged 8
		SP:Iteration 79Q (41684.300000 sec): 3 clusters
  Score: Raw -4533430.118757 + Penalty 11939.799695 = -4521490.319062
  nChanged 6
		SP:Iteration 80F (41684.430000 sec): 3 clusters
  Score: Raw -4533431.530931 + Penalty 11939.799695 = -4521491.731236
  nChanged 5
		SP:Iteration 81Q (41684.550000 sec): 3 clusters
  Score: Raw -4533432.545702 + Penalty 11939.799695 = -4521492.746007
  nChanged 2
		SP:Iteration 82Q (41684.670000 sec): 3 clusters
  Score: Raw -4533433.350599 + Penalty 11939.799695 = -4521493.550904
  nChanged 0
		SP:Iteration 83F (41684.790000 sec): 3 clusters
  Score: Raw -4533433.350599 + Penalty 11939.799695 = -4521493.550904
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41684.990000 sec): 2 clusters
  Score: Raw -8600184.011138 + Penalty 6359.782117 = -8593824.229021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41685.230000 sec): 3 clusters
  Score: Raw -8582325.341964 + Penalty 12719.564235 = -8569605.777729
  nChanged 13719
		SP:Iteration 1F (41685.460000 sec): 3 clusters
  Score: Raw -8589609.998494 + Penalty 12719.564235 = -8576890.434259
  nChanged 2059
		SP:Iteration 2F (41685.690000 sec): 3 clusters
  Score: Raw -8590650.072354 + Penalty 12719.564235 = -8577930.508119
  nChanged 1944
		SP:Iteration 3F (41685.930000 sec): 3 clusters
  Score: Raw -8591898.710973 + Penalty 12719.564235 = -8579179.146738
  nChanged 2166
		SP:Iteration 4F (41686.160000 sec): 3 clusters
  Score: Raw -8593649.560205 + Penalty 12719.564235 = -8580929.995971
  nChanged 2457
		SP:Iteration 5F (41686.400000 sec): 3 clusters
  Score: Raw -8595919.336891 + Penalty 12719.564235 = -8583199.772657
  nChanged 2521
		SP:Iteration 6F (41686.630000 sec): 3 clusters
  Score: Raw -8598146.156012 + Penalty 12719.564235 = -8585426.591777
  nChanged 2140
		SP:Iteration 7F (41686.860000 sec): 3 clusters
  Score: Raw -8599669.069579 + Penalty 12719.564235 = -8586949.505344
  nChanged 1480
		SP:Iteration 8Q (41687.090000 sec): 3 clusters
  Score: Raw -8600487.047842 + Penalty 12719.564235 = -8587767.483607
  nChanged 1025
		SP:Iteration 9Q (41687.330000 sec): 3 clusters
  Score: Raw -8600874.706504 + Penalty 12719.564235 = -8588155.142269
  nChanged 642
		SP:Iteration 10Q (41687.560000 sec): 3 clusters
  Score: Raw -8601071.570946 + Penalty 12719.564235 = -8588352.006711
  nChanged 436
		SP:Iteration 11Q (41687.800000 sec): 3 clusters
  Score: Raw -8601185.495459 + Penalty 12719.564235 = -8588465.931224
  nChanged 287
		SP:Iteration 12Q (41688.030000 sec): 3 clusters
  Score: Raw -8601256.924528 + Penalty 12719.564235 = -8588537.360293
  nChanged 235
		SP:Iteration 13Q (41688.260000 sec): 3 clusters
  Score: Raw -8601312.498070 + Penalty 12719.564235 = -8588592.933836
  nChanged 166
		SP:Iteration 14Q (41688.490000 sec): 3 clusters
  Score: Raw -8601345.108183 + Penalty 12719.564235 = -8588625.543948
  nChanged 127
		SP:Iteration 15Q (41688.720000 sec): 3 clusters
  Score: Raw -8601368.955966 + Penalty 12719.564235 = -8588649.391732
  nChanged 117
		SP:Iteration 16Q (41688.960000 sec): 3 clusters
  Score: Raw -8601390.569837 + Penalty 12719.564235 = -8588671.005603
  nChanged 98
		SP:Iteration 17Q (41689.190000 sec): 3 clusters
  Score: Raw -8601408.917372 + Penalty 12719.564235 = -8588689.353138
  nChanged 89
		SP:Iteration 18Q (41689.420000 sec): 3 clusters
  Score: Raw -8601424.630736 + Penalty 12719.564235 = -8588705.066502
  nChanged 75
		SP:Iteration 19Q (41689.650000 sec): 3 clusters
  Score: Raw -8601437.311695 + Penalty 12719.564235 = -8588717.747461
  nChanged 71
		SP:Iteration 20F (41689.880000 sec): 3 clusters
  Score: Raw -8601448.678697 + Penalty 12719.564235 = -8588729.114462
  nChanged 63
		SP:Iteration 21Q (41690.110000 sec): 3 clusters
  Score: Raw -8601459.740934 + Penalty 12719.564235 = -8588740.176699
  nChanged 58
		SP:Iteration 22Q (41690.350000 sec): 3 clusters
  Score: Raw -8601468.247510 + Penalty 12719.564235 = -8588748.683276
  nChanged 46
		SP:Iteration 23Q (41690.590000 sec): 3 clusters
  Score: Raw -8601474.919098 + Penalty 12719.564235 = -8588755.354864
  nChanged 44
		SP:Iteration 24Q (41690.840000 sec): 3 clusters
  Score: Raw -8601481.776864 + Penalty 12719.564235 = -8588762.212629
  nChanged 45
		SP:Iteration 25Q (41691.080000 sec): 3 clusters
  Score: Raw -8601488.578825 + Penalty 12719.564235 = -8588769.014590
  nChanged 38
		SP:Iteration 26Q (41691.310000 sec): 3 clusters
  Score: Raw -8601494.271507 + Penalty 12719.564235 = -8588774.707273
  nChanged 36
		SP:Iteration 27Q (41691.540000 sec): 3 clusters
  Score: Raw -8601499.336306 + Penalty 12719.564235 = -8588779.772071
  nChanged 42
		SP:Iteration 28Q (41691.770000 sec): 3 clusters
  Score: Raw -8601505.755474 + Penalty 12719.564235 = -8588786.191239
  nChanged 30
		SP:Iteration 29Q (41692.000000 sec): 3 clusters
  Score: Raw -8601509.892658 + Penalty 12719.564235 = -8588790.328424
  nChanged 24
		SP:Iteration 30Q (41692.240000 sec): 3 clusters
  Score: Raw -8601513.700551 + Penalty 12719.564235 = -8588794.136316
  nChanged 35
		SP:Iteration 31Q (41692.470000 sec): 3 clusters
  Score: Raw -8601519.419705 + Penalty 12719.564235 = -8588799.855470
  nChanged 36
		SP:Iteration 32Q (41692.700000 sec): 3 clusters
  Score: Raw -8601524.764535 + Penalty 12719.564235 = -8588805.200301
  nChanged 31
		SP:Iteration 33Q (41692.940000 sec): 3 clusters
  Score: Raw -8601529.546468 + Penalty 12719.564235 = -8588809.982233
  nChanged 27
		SP:Iteration 34Q (41693.170000 sec): 3 clusters
  Score: Raw -8601533.487166 + Penalty 12719.564235 = -8588813.922932
  nChanged 26
		SP:Iteration 35Q (41693.400000 sec): 3 clusters
  Score: Raw -8601536.640681 + Penalty 12719.564235 = -8588817.076447
  nChanged 20
		SP:Iteration 36Q (41693.630000 sec): 3 clusters
  Score: Raw -8601539.366232 + Penalty 12719.564235 = -8588819.801997
  nChanged 26
		SP:Iteration 37Q (41693.860000 sec): 3 clusters
  Score: Raw -8601542.810420 + Penalty 12719.564235 = -8588823.246185
  nChanged 38
		SP:Iteration 38Q (41694.090000 sec): 3 clusters
  Score: Raw -8601548.394378 + Penalty 12719.564235 = -8588828.830144
  nChanged 30
		SP:Iteration 39Q (41694.320000 sec): 3 clusters
  Score: Raw -8601552.843023 + Penalty 12719.564235 = -8588833.278788
  nChanged 27
		SP:Iteration 40F (41694.550000 sec): 3 clusters
  Score: Raw -8601557.061513 + Penalty 12719.564235 = -8588837.497278
  nChanged 20
		SP:Iteration 41Q (41694.780000 sec): 3 clusters
  Score: Raw -8601559.847021 + Penalty 12719.564235 = -8588840.282787
  nChanged 15
		SP:Iteration 42Q (41695.020000 sec): 3 clusters
  Score: Raw -8601562.185733 + Penalty 12719.564235 = -8588842.621499
  nChanged 19
		SP:Iteration 43Q (41695.250000 sec): 3 clusters
  Score: Raw -8601564.441387 + Penalty 12719.564235 = -8588844.877153
  nChanged 18
		SP:Iteration 44Q (41695.480000 sec): 3 clusters
  Score: Raw -8601566.813856 + Penalty 12719.564235 = -8588847.249621
  nChanged 22
		SP:Iteration 45Q (41695.710000 sec): 3 clusters
  Score: Raw -8601570.059085 + Penalty 12719.564235 = -8588850.494851
  nChanged 21
		SP:Iteration 46Q (41695.940000 sec): 3 clusters
  Score: Raw -8601573.167964 + Penalty 12719.564235 = -8588853.603729
  nChanged 25
		SP:Iteration 47Q (41696.170000 sec): 3 clusters
  Score: Raw -8601577.358410 + Penalty 12719.564235 = -8588857.794176
  nChanged 27
		SP:Iteration 48Q (41696.410000 sec): 3 clusters
  Score: Raw -8601581.711978 + Penalty 12719.564235 = -8588862.147744
  nChanged 22
		SP:Iteration 49Q (41696.630000 sec): 3 clusters
  Score: Raw -8601585.015665 + Penalty 12719.564235 = -8588865.451430
  nChanged 20
		SP:Iteration 50Q (41696.870000 sec): 3 clusters
  Score: Raw -8601588.004866 + Penalty 12719.564235 = -8588868.440631
  nChanged 14
		SP:Iteration 51Q (41697.100000 sec): 3 clusters
  Score: Raw -8601590.165884 + Penalty 12719.564235 = -8588870.601649
  nChanged 15
		SP:Iteration 52Q (41697.330000 sec): 3 clusters
  Score: Raw -8601592.152539 + Penalty 12719.564235 = -8588872.588304
  nChanged 16
		SP:Iteration 53Q (41697.560000 sec): 3 clusters
  Score: Raw -8601594.439492 + Penalty 12719.564235 = -8588874.875258
  nChanged 15
		SP:Iteration 54Q (41697.790000 sec): 3 clusters
  Score: Raw -8601596.973338 + Penalty 12719.564235 = -8588877.409103
  nChanged 16
		SP:Iteration 55Q (41698.020000 sec): 3 clusters
  Score: Raw -8601599.357177 + Penalty 12719.564235 = -8588879.792942
  nChanged 27
		SP:Iteration 56Q (41698.250000 sec): 3 clusters
  Score: Raw -8601603.449069 + Penalty 12719.564235 = -8588883.884834
  nChanged 26
		SP:Iteration 57Q (41698.480000 sec): 3 clusters
  Score: Raw -8601607.625249 + Penalty 12719.564235 = -8588888.061015
  nChanged 22
		SP:Iteration 58Q (41698.710000 sec): 3 clusters
  Score: Raw -8601611.013169 + Penalty 12719.564235 = -8588891.448934
  nChanged 20
		SP:Iteration 59Q (41698.950000 sec): 3 clusters
  Score: Raw -8601614.981307 + Penalty 12719.564235 = -8588895.417072
  nChanged 26
		SP:Iteration 60F (41699.180000 sec): 3 clusters
  Score: Raw -8601619.304944 + Penalty 12719.564235 = -8588899.740709
  nChanged 27
		SP:Iteration 61Q (41699.410000 sec): 3 clusters
  Score: Raw -8601623.905991 + Penalty 12719.564235 = -8588904.341756
  nChanged 27
		SP:Iteration 62Q (41699.640000 sec): 3 clusters
  Score: Raw -8601628.663641 + Penalty 12719.564235 = -8588909.099406
  nChanged 23
		SP:Iteration 63Q (41699.870000 sec): 3 clusters
  Score: Raw -8601632.477673 + Penalty 12719.564235 = -8588912.913438
  nChanged 25
		SP:Iteration 64Q (41700.110000 sec): 3 clusters
  Score: Raw -8601636.397299 + Penalty 12719.564235 = -8588916.833065
  nChanged 24
		SP:Iteration 65Q (41700.340000 sec): 3 clusters
  Score: Raw -8601640.157743 + Penalty 12719.564235 = -8588920.593509
  nChanged 25
		SP:Iteration 66Q (41700.570000 sec): 3 clusters
  Score: Raw -8601643.507608 + Penalty 12719.564235 = -8588923.943373
  nChanged 22
		SP:Iteration 67Q (41700.800000 sec): 3 clusters
  Score: Raw -8601646.844586 + Penalty 12719.564235 = -8588927.280352
  nChanged 20
		SP:Iteration 68Q (41701.030000 sec): 3 clusters
  Score: Raw -8601649.938048 + Penalty 12719.564235 = -8588930.373813
  nChanged 15
		SP:Iteration 69Q (41701.270000 sec): 3 clusters
  Score: Raw -8601652.706676 + Penalty 12719.564235 = -8588933.142442
  nChanged 20
		SP:Iteration 70Q (41701.490000 sec): 3 clusters
  Score: Raw -8601656.299591 + Penalty 12719.564235 = -8588936.735356
  nChanged 25
		SP:Iteration 71Q (41701.720000 sec): 3 clusters
  Score: Raw -8601659.888088 + Penalty 12719.564235 = -8588940.323853
  nChanged 12
		SP:Iteration 72Q (41701.950000 sec): 3 clusters
  Score: Raw -8601661.780729 + Penalty 12719.564235 = -8588942.216495
  nChanged 17
		SP:Iteration 73Q (41702.180000 sec): 3 clusters
  Score: Raw -8601664.422174 + Penalty 12719.564235 = -8588944.857939
  nChanged 12
		SP:Iteration 74Q (41702.410000 sec): 3 clusters
  Score: Raw -8601666.370792 + Penalty 12719.564235 = -8588946.806557
  nChanged 8
		SP:Iteration 75Q (41702.640000 sec): 3 clusters
  Score: Raw -8601667.563754 + Penalty 12719.564235 = -8588947.999519
  nChanged 9
		SP:Iteration 76Q (41702.870000 sec): 3 clusters
  Score: Raw -8601668.814073 + Penalty 12719.564235 = -8588949.249838
  nChanged 7
		SP:Iteration 77Q (41703.100000 sec): 3 clusters
  Score: Raw -8601669.888983 + Penalty 12719.564235 = -8588950.324748
  nChanged 9
		SP:Iteration 78Q (41703.340000 sec): 3 clusters
  Score: Raw -8601671.225549 + Penalty 12719.564235 = -8588951.661314
  nChanged 11
		SP:Iteration 79Q (41703.580000 sec): 3 clusters
  Score: Raw -8601673.183335 + Penalty 12719.564235 = -8588953.619100
  nChanged 12
		SP:Iteration 80F (41703.820000 sec): 3 clusters
  Score: Raw -8601675.250473 + Penalty 12719.564235 = -8588955.686238
  nChanged 12
		SP:Iteration 81Q (41704.060000 sec): 3 clusters
  Score: Raw -8601677.093800 + Penalty 12719.564235 = -8588957.529566
  nChanged 16
		SP:Iteration 82Q (41704.300000 sec): 3 clusters
  Score: Raw -8601679.585100 + Penalty 12719.564235 = -8588960.020865
  nChanged 16
		SP:Iteration 83Q (41704.540000 sec): 3 clusters
  Score: Raw -8601681.763190 + Penalty 12719.564235 = -8588962.198955
  nChanged 18
		SP:Iteration 84Q (41704.780000 sec): 3 clusters
  Score: Raw -8601684.864428 + Penalty 12719.564235 = -8588965.300193
  nChanged 22
		SP:Iteration 85Q (41705.020000 sec): 3 clusters
  Score: Raw -8601688.330261 + Penalty 12719.564235 = -8588968.766027
  nChanged 29
		SP:Iteration 86Q (41705.260000 sec): 3 clusters
  Score: Raw -8601693.661191 + Penalty 12719.564235 = -8588974.096956
  nChanged 26
		SP:Iteration 87Q (41705.500000 sec): 3 clusters
  Score: Raw -8601697.343403 + Penalty 12719.564235 = -8588977.779168
  nChanged 18
		SP:Iteration 88Q (41705.740000 sec): 3 clusters
  Score: Raw -8601700.292714 + Penalty 12719.564235 = -8588980.728479
  nChanged 21
		SP:Iteration 89Q (41705.980000 sec): 3 clusters
  Score: Raw -8601703.528342 + Penalty 12719.564235 = -8588983.964108
  nChanged 17
		SP:Iteration 90Q (41706.220000 sec): 3 clusters
  Score: Raw -8601706.452119 + Penalty 12719.564235 = -8588986.887884
  nChanged 16
		SP:Iteration 91Q (41706.460000 sec): 3 clusters
  Score: Raw -8601709.181409 + Penalty 12719.564235 = -8588989.617174
  nChanged 16
		SP:Iteration 92Q (41706.700000 sec): 3 clusters
  Score: Raw -8601711.882385 + Penalty 12719.564235 = -8588992.318151
  nChanged 13
		SP:Iteration 93Q (41706.940000 sec): 3 clusters
  Score: Raw -8601713.818917 + Penalty 12719.564235 = -8588994.254682
  nChanged 13
		SP:Iteration 94Q (41707.180000 sec): 3 clusters
  Score: Raw -8601715.531807 + Penalty 12719.564235 = -8588995.967573
  nChanged 10
		SP:Iteration 95Q (41707.420000 sec): 3 clusters
  Score: Raw -8601717.033299 + Penalty 12719.564235 = -8588997.469064
  nChanged 6
		SP:Iteration 96Q (41707.660000 sec): 3 clusters
  Score: Raw -8601717.998508 + Penalty 12719.564235 = -8588998.434273
  nChanged 8
		SP:Iteration 97Q (41707.900000 sec): 3 clusters
  Score: Raw -8601719.394913 + Penalty 12719.564235 = -8588999.830679
  nChanged 4
		SP:Iteration 98Q (41708.140000 sec): 3 clusters
  Score: Raw -8601720.195560 + Penalty 12719.564235 = -8589000.631326
  nChanged 5
		SP:Iteration 99Q (41708.380000 sec): 3 clusters
  Score: Raw -8601720.933800 + Penalty 12719.564235 = -8589001.369566
  nChanged 4
		SP:Iteration 100F (41708.620000 sec): 3 clusters
  Score: Raw -8601721.620745 + Penalty 12719.564235 = -8589002.056511
  nChanged 10
		SP:Iteration 101Q (41708.860000 sec): 3 clusters
  Score: Raw -8601723.004887 + Penalty 12719.564235 = -8589003.440652
  nChanged 10
		SP:Iteration 102Q (41709.100000 sec): 3 clusters
  Score: Raw -8601724.481105 + Penalty 12719.564235 = -8589004.916870
  nChanged 11
		SP:Iteration 103Q (41709.340000 sec): 3 clusters
  Score: Raw -8601726.488905 + Penalty 12719.564235 = -8589006.924670
  nChanged 15
		SP:Iteration 104Q (41709.580000 sec): 3 clusters
  Score: Raw -8601728.805523 + Penalty 12719.564235 = -8589009.241288
  nChanged 13
		SP:Iteration 105Q (41709.820000 sec): 3 clusters
  Score: Raw -8601731.529239 + Penalty 12719.564235 = -8589011.965004
  nChanged 16
		SP:Iteration 106Q (41710.060000 sec): 3 clusters
  Score: Raw -8601734.271246 + Penalty 12719.564235 = -8589014.707012
  nChanged 20
		SP:Iteration 107Q (41710.300000 sec): 3 clusters
  Score: Raw -8601737.964329 + Penalty 12719.564235 = -8589018.400094
  nChanged 22
		SP:Iteration 108Q (41710.530000 sec): 3 clusters
  Score: Raw -8601741.570547 + Penalty 12719.564235 = -8589022.006312
  nChanged 13
		SP:Iteration 109Q (41710.760000 sec): 3 clusters
  Score: Raw -8601743.488117 + Penalty 12719.564235 = -8589023.923883
  nChanged 16
		SP:Iteration 110Q (41711.000000 sec): 3 clusters
  Score: Raw -8601746.110758 + Penalty 12719.564235 = -8589026.546523
  nChanged 18
		SP:Iteration 111Q (41711.240000 sec): 3 clusters
  Score: Raw -8601749.785647 + Penalty 12719.564235 = -8589030.221412
  nChanged 20
		SP:Iteration 112Q (41711.480000 sec): 3 clusters
  Score: Raw -8601753.093480 + Penalty 12719.564235 = -8589033.529246
  nChanged 16
		SP:Iteration 113Q (41711.720000 sec): 3 clusters
  Score: Raw -8601756.318426 + Penalty 12719.564235 = -8589036.754192
  nChanged 19
		SP:Iteration 114Q (41711.960000 sec): 3 clusters
  Score: Raw -8601759.674740 + Penalty 12719.564235 = -8589040.110505
  nChanged 18
		SP:Iteration 115Q (41712.200000 sec): 3 clusters
  Score: Raw -8601762.735863 + Penalty 12719.564235 = -8589043.171628
  nChanged 18
		SP:Iteration 116Q (41712.440000 sec): 3 clusters
  Score: Raw -8601765.778393 + Penalty 12719.564235 = -8589046.214159
  nChanged 21
		SP:Iteration 117Q (41712.680000 sec): 3 clusters
  Score: Raw -8601769.764114 + Penalty 12719.564235 = -8589050.199879
  nChanged 11
		SP:Iteration 118Q (41712.920000 sec): 3 clusters
  Score: Raw -8601771.527658 + Penalty 12719.564235 = -8589051.963423
  nChanged 11
		SP:Iteration 119Q (41713.160000 sec): 3 clusters
  Score: Raw -8601773.197891 + Penalty 12719.564235 = -8589053.633656
  nChanged 7
		SP:Iteration 120F (41713.400000 sec): 3 clusters
  Score: Raw -8601774.489681 + Penalty 12719.564235 = -8589054.925446
  nChanged 9
		SP:Iteration 121Q (41713.640000 sec): 3 clusters
  Score: Raw -8601776.149605 + Penalty 12719.564235 = -8589056.585371
  nChanged 12
		SP:Iteration 122Q (41713.880000 sec): 3 clusters
  Score: Raw -8601778.135595 + Penalty 12719.564235 = -8589058.571360
  nChanged 10
		SP:Iteration 123Q (41714.120000 sec): 3 clusters
  Score: Raw -8601779.770616 + Penalty 12719.564235 = -8589060.206381
  nChanged 14
		SP:Iteration 124Q (41714.360000 sec): 3 clusters
  Score: Raw -8601781.975598 + Penalty 12719.564235 = -8589062.411363
  nChanged 15
		SP:Iteration 125Q (41714.600000 sec): 3 clusters
  Score: Raw -8601784.758928 + Penalty 12719.564235 = -8589065.194693
  nChanged 10
		SP:Iteration 126Q (41714.840000 sec): 3 clusters
  Score: Raw -8601786.446695 + Penalty 12719.564235 = -8589066.882461
  nChanged 11
		SP:Iteration 127Q (41715.080000 sec): 3 clusters
  Score: Raw -8601788.057922 + Penalty 12719.564235 = -8589068.493687
  nChanged 10
		SP:Iteration 128Q (41715.320000 sec): 3 clusters
  Score: Raw -8601789.822074 + Penalty 12719.564235 = -8589070.257840
  nChanged 6
		SP:Iteration 129Q (41715.550000 sec): 3 clusters
  Score: Raw -8601790.534340 + Penalty 12719.564235 = -8589070.970106
  nChanged 4
		SP:Iteration 130Q (41715.790000 sec): 3 clusters
  Score: Raw -8601791.101868 + Penalty 12719.564235 = -8589071.537633
  nChanged 3
		SP:Iteration 131Q (41716.030000 sec): 3 clusters
  Score: Raw -8601791.513972 + Penalty 12719.564235 = -8589071.949737
  nChanged 3
		SP:Iteration 132Q (41716.270000 sec): 3 clusters
  Score: Raw -8601792.061074 + Penalty 12719.564235 = -8589072.496839
  nChanged 1
		SP:Iteration 133Q (41716.510000 sec): 3 clusters
  Score: Raw -8601792.361765 + Penalty 12719.564235 = -8589072.797530
  nChanged 0
		SP:Iteration 134F (41716.750000 sec): 3 clusters
  Score: Raw -8601792.361765 + Penalty 12719.564235 = -8589072.797530
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (8908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41716.830000 sec): 2 clusters
  Score: Raw -2319516.371789 + Penalty 5570.506830 = -2313945.864959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41716.890000 sec): 3 clusters
  Score: Raw -2315568.650953 + Penalty 11141.013660 = -2304427.637293
  nChanged 3230
		SP:Iteration 1F (41716.960000 sec): 3 clusters
  Score: Raw -2317582.408027 + Penalty 11141.013660 = -2306441.394367
  nChanged 704
		SP:Iteration 2F (41717.020000 sec): 3 clusters
  Score: Raw -2318075.521322 + Penalty 11141.013660 = -2306934.507662
  nChanged 436
		SP:Iteration 3Q (41717.090000 sec): 3 clusters
  Score: Raw -2318366.222988 + Penalty 11141.013660 = -2307225.209328
  nChanged 365
		SP:Iteration 4Q (41717.160000 sec): 3 clusters
  Score: Raw -2318601.608414 + Penalty 11141.013660 = -2307460.594754
  nChanged 281
		SP:Iteration 5Q (41717.220000 sec): 3 clusters
  Score: Raw -2318800.756293 + Penalty 11141.013660 = -2307659.742634
  nChanged 245
		SP:Iteration 6Q (41717.290000 sec): 3 clusters
  Score: Raw -2318964.870080 + Penalty 11141.013660 = -2307823.856420
  nChanged 230
		SP:Iteration 7Q (41717.350000 sec): 3 clusters
  Score: Raw -2319130.974453 + Penalty 11141.013660 = -2307989.960793
  nChanged 241
		SP:Iteration 8Q (41717.420000 sec): 3 clusters
  Score: Raw -2319342.305014 + Penalty 11141.013660 = -2308201.291355
  nChanged 259
		SP:Iteration 9Q (41717.480000 sec): 3 clusters
  Score: Raw -2319601.703017 + Penalty 11141.013660 = -2308460.689358
  nChanged 294
		SP:Iteration 10Q (41717.550000 sec): 3 clusters
  Score: Raw -2320040.868703 + Penalty 11141.013660 = -2308899.855044
  nChanged 408
		SP:Iteration 11Q (41717.610000 sec): 3 clusters
  Score: Raw -2320991.710998 + Penalty 11141.013660 = -2309850.697339
  nChanged 455
		SP:Iteration 12F (41717.680000 sec): 3 clusters
  Score: Raw -2321977.029226 + Penalty 11141.013660 = -2310836.015566
  nChanged 479
		SP:Iteration 13F (41717.750000 sec): 3 clusters
  Score: Raw -2322618.145093 + Penalty 11141.013660 = -2311477.131434
  nChanged 365
		SP:Iteration 14Q (41717.800000 sec): 3 clusters
  Score: Raw -2323063.261475 + Penalty 11141.013660 = -2311922.247815
  nChanged 252
		SP:Iteration 15Q (41717.860000 sec): 3 clusters
  Score: Raw -2323382.042793 + Penalty 11141.013660 = -2312241.029133
  nChanged 166
		SP:Iteration 16Q (41717.920000 sec): 3 clusters
  Score: Raw -2323632.805711 + Penalty 11141.013660 = -2312491.792052
  nChanged 114
		SP:Iteration 17Q (41717.980000 sec): 3 clusters
  Score: Raw -2323833.413735 + Penalty 11141.013660 = -2312692.400075
  nChanged 79
		SP:Iteration 18Q (41718.030000 sec): 3 clusters
  Score: Raw -2324047.673832 + Penalty 11141.013660 = -2312906.660172
  nChanged 89
		SP:Iteration 19Q (41718.080000 sec): 3 clusters
  Score: Raw -2324309.356039 + Penalty 11141.013660 = -2313168.342379
  nChanged 88
		SP:Iteration 20F (41718.140000 sec): 3 clusters
  Score: Raw -2324425.681519 + Penalty 11141.013660 = -2313284.667860
  nChanged 50
		SP:Iteration 21Q (41718.190000 sec): 3 clusters
  Score: Raw -2324478.840199 + Penalty 11141.013660 = -2313337.826540
  nChanged 38
		SP:Iteration 22Q (41718.240000 sec): 3 clusters
  Score: Raw -2324510.193266 + Penalty 11141.013660 = -2313369.179606
  nChanged 28
		SP:Iteration 23Q (41718.280000 sec): 3 clusters
  Score: Raw -2324531.413722 + Penalty 11141.013660 = -2313390.400062
  nChanged 19
		SP:Iteration 24Q (41718.330000 sec): 3 clusters
  Score: Raw -2324546.463067 + Penalty 11141.013660 = -2313405.449407
  nChanged 14
		SP:Iteration 25Q (41718.380000 sec): 3 clusters
  Score: Raw -2324555.464991 + Penalty 11141.013660 = -2313414.451331
  nChanged 7
		SP:Iteration 26Q (41718.420000 sec): 3 clusters
  Score: Raw -2324559.332654 + Penalty 11141.013660 = -2313418.318995
  nChanged 4
		SP:Iteration 27Q (41718.460000 sec): 3 clusters
  Score: Raw -2324561.643279 + Penalty 11141.013660 = -2313420.629619
  nChanged 2
		SP:Iteration 28Q (41718.510000 sec): 3 clusters
  Score: Raw -2324562.765020 + Penalty 11141.013660 = -2313421.751360
  nChanged 0
		SP:Iteration 29F (41718.570000 sec): 3 clusters
  Score: Raw -2324562.765020 + Penalty 11141.013660 = -2313421.751360
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41718.580000 sec): 2 clusters
  Score: Raw -133844.670501 + Penalty 3890.985505 = -129953.684996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41718.590000 sec): 3 clusters
  Score: Raw -134284.467367 + Penalty 7781.971010 = -126502.496357
  nChanged 56
		SP:Iteration 1F (41718.590000 sec): 3 clusters
  Score: Raw -134488.134221 + Penalty 7781.971010 = -126706.163211
  nChanged 11
		SP:Iteration 2Q (41718.600000 sec): 3 clusters
  Score: Raw -134540.610407 + Penalty 7781.971010 = -126758.639397
  nChanged 10
		SP:Iteration 3Q (41718.600000 sec): 3 clusters
  Score: Raw -134586.042513 + Penalty 7781.971010 = -126804.071502
  nChanged 6
		SP:Iteration 4Q (41718.600000 sec): 3 clusters
  Score: Raw -134626.118739 + Penalty 7781.971010 = -126844.147728
  nChanged 2
		SP:Iteration 5Q (41718.610000 sec): 3 clusters
  Score: Raw -134638.489175 + Penalty 7781.971010 = -126856.518165
  nChanged 3
		SP:Iteration 6Q (41718.610000 sec): 3 clusters
  Score: Raw -134654.562290 + Penalty 7781.971010 = -126872.591280
  nChanged 2
		SP:Iteration 7Q (41718.620000 sec): 3 clusters
  Score: Raw -134658.318596 + Penalty 7781.971010 = -126876.347586
  nChanged 1
		SP:Iteration 8Q (41718.620000 sec): 3 clusters
  Score: Raw -134668.828989 + Penalty 7781.971010 = -126886.857978
  nChanged 0
		SP:Iteration 9F (41718.620000 sec): 3 clusters
  Score: Raw -134668.828989 + Penalty 7781.971010 = -126886.857978
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (11672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41718.700000 sec): 2 clusters
  Score: Raw -2954634.423093 + Penalty 5736.030705 = -2948898.392388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41718.790000 sec): 3 clusters
  Score: Raw -2949154.589700 + Penalty 11472.061410 = -2937682.528290
  nChanged 4471
		SP:Iteration 1F (41718.870000 sec): 3 clusters
  Score: Raw -2952237.786138 + Penalty 11472.061410 = -2940765.724728
  nChanged 1177
		SP:Iteration 2F (41718.950000 sec): 3 clusters
  Score: Raw -2953745.068461 + Penalty 11472.061410 = -2942273.007051
  nChanged 1090
		SP:Iteration 3F (41719.040000 sec): 3 clusters
  Score: Raw -2955202.807956 + Penalty 11472.061410 = -2943730.746546
  nChanged 911
		SP:Iteration 4F (41719.120000 sec): 3 clusters
  Score: Raw -2956264.105545 + Penalty 11472.061410 = -2944792.044135
  nChanged 701
		SP:Iteration 5F (41719.200000 sec): 3 clusters
  Score: Raw -2956915.530507 + Penalty 11472.061410 = -2945443.469097
  nChanged 477
		SP:Iteration 6Q (41719.280000 sec): 3 clusters
  Score: Raw -2957285.448921 + Penalty 11472.061410 = -2945813.387510
  nChanged 318
		SP:Iteration 7Q (41719.360000 sec): 3 clusters
  Score: Raw -2957510.562295 + Penalty 11472.061410 = -2946038.500885
  nChanged 258
		SP:Iteration 8Q (41719.440000 sec): 3 clusters
  Score: Raw -2957655.984710 + Penalty 11472.061410 = -2946183.923300
  nChanged 181
		SP:Iteration 9Q (41719.520000 sec): 3 clusters
  Score: Raw -2957753.519822 + Penalty 11472.061410 = -2946281.458411
  nChanged 140
		SP:Iteration 10Q (41719.600000 sec): 3 clusters
  Score: Raw -2957836.441590 + Penalty 11472.061410 = -2946364.380180
  nChanged 117
		SP:Iteration 11Q (41719.680000 sec): 3 clusters
  Score: Raw -2957888.944076 + Penalty 11472.061410 = -2946416.882665
  nChanged 82
		SP:Iteration 12Q (41719.760000 sec): 3 clusters
  Score: Raw -2957928.787700 + Penalty 11472.061410 = -2946456.726289
  nChanged 71
		SP:Iteration 13Q (41719.840000 sec): 3 clusters
  Score: Raw -2957957.080267 + Penalty 11472.061410 = -2946485.018857
  nChanged 61
		SP:Iteration 14Q (41719.910000 sec): 3 clusters
  Score: Raw -2957982.614238 + Penalty 11472.061410 = -2946510.552827
  nChanged 52
		SP:Iteration 15Q (41719.990000 sec): 3 clusters
  Score: Raw -2958002.527884 + Penalty 11472.061410 = -2946530.466473
  nChanged 42
		SP:Iteration 16Q (41720.070000 sec): 3 clusters
  Score: Raw -2958017.262009 + Penalty 11472.061410 = -2946545.200599
  nChanged 36
		SP:Iteration 17Q (41720.140000 sec): 3 clusters
  Score: Raw -2958031.405558 + Penalty 11472.061410 = -2946559.344148
  nChanged 34
		SP:Iteration 18Q (41720.220000 sec): 3 clusters
  Score: Raw -2958045.364467 + Penalty 11472.061410 = -2946573.303057
  nChanged 30
		SP:Iteration 19Q (41720.300000 sec): 3 clusters
  Score: Raw -2958054.527843 + Penalty 11472.061410 = -2946582.466433
  nChanged 25
		SP:Iteration 20F (41720.390000 sec): 3 clusters
  Score: Raw -2958063.720178 + Penalty 11472.061410 = -2946591.658768
  nChanged 28
		SP:Iteration 21Q (41720.470000 sec): 3 clusters
  Score: Raw -2958071.680105 + Penalty 11472.061410 = -2946599.618694
  nChanged 22
		SP:Iteration 22Q (41720.550000 sec): 3 clusters
  Score: Raw -2958077.901721 + Penalty 11472.061410 = -2946605.840311
  nChanged 20
		SP:Iteration 23Q (41720.630000 sec): 3 clusters
  Score: Raw -2958083.123775 + Penalty 11472.061410 = -2946611.062364
  nChanged 14
		SP:Iteration 24Q (41720.710000 sec): 3 clusters
  Score: Raw -2958087.841157 + Penalty 11472.061410 = -2946615.779746
  nChanged 10
		SP:Iteration 25Q (41720.790000 sec): 3 clusters
  Score: Raw -2958093.683059 + Penalty 11472.061410 = -2946621.621649
  nChanged 15
		SP:Iteration 26Q (41720.870000 sec): 3 clusters
  Score: Raw -2958098.403284 + Penalty 11472.061410 = -2946626.341873
  nChanged 15
		SP:Iteration 27Q (41720.950000 sec): 3 clusters
  Score: Raw -2958102.791115 + Penalty 11472.061410 = -2946630.729705
  nChanged 11
		SP:Iteration 28Q (41721.030000 sec): 3 clusters
  Score: Raw -2958105.617099 + Penalty 11472.061410 = -2946633.555689
  nChanged 9
		SP:Iteration 29Q (41721.110000 sec): 3 clusters
  Score: Raw -2958108.143926 + Penalty 11472.061410 = -2946636.082516
  nChanged 5
		SP:Iteration 30Q (41721.180000 sec): 3 clusters
  Score: Raw -2958109.368492 + Penalty 11472.061410 = -2946637.307082
  nChanged 4
		SP:Iteration 31Q (41721.260000 sec): 3 clusters
  Score: Raw -2958110.522832 + Penalty 11472.061410 = -2946638.461422
  nChanged 4
		SP:Iteration 32Q (41721.340000 sec): 3 clusters
  Score: Raw -2958111.536384 + Penalty 11472.061410 = -2946639.474973
  nChanged 3
		SP:Iteration 33Q (41721.420000 sec): 3 clusters
  Score: Raw -2958112.466833 + Penalty 11472.061410 = -2946640.405423
  nChanged 7
		SP:Iteration 34Q (41721.500000 sec): 3 clusters
  Score: Raw -2958114.290471 + Penalty 11472.061410 = -2946642.229060
  nChanged 4
		SP:Iteration 35Q (41721.580000 sec): 3 clusters
  Score: Raw -2958115.123135 + Penalty 11472.061410 = -2946643.061725
  nChanged 1
		SP:Iteration 36Q (41721.660000 sec): 3 clusters
  Score: Raw -2958115.292077 + Penalty 11472.061410 = -2946643.230666
  nChanged 1
		SP:Iteration 37Q (41721.740000 sec): 3 clusters
  Score: Raw -2958115.430367 + Penalty 11472.061410 = -2946643.368957
  nChanged 2
		SP:Iteration 38Q (41721.820000 sec): 3 clusters
  Score: Raw -2958115.810730 + Penalty 11472.061410 = -2946643.749319
  nChanged 1
		SP:Iteration 39Q (41721.900000 sec): 3 clusters
  Score: Raw -2958116.171502 + Penalty 11472.061410 = -2946644.110091
  nChanged 0
		SP:Iteration 40F (41721.980000 sec): 3 clusters
  Score: Raw -2958116.171502 + Penalty 11472.061410 = -2946644.110091
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41722.100000 sec): 2 clusters
  Score: Raw -4741350.520718 + Penalty 6001.148609 = -4735349.372108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41722.230000 sec): 3 clusters
  Score: Raw -4732163.943195 + Penalty 12002.297219 = -4720161.645976
  nChanged 7168
		SP:Iteration 1F (41722.360000 sec): 3 clusters
  Score: Raw -4736090.224326 + Penalty 12002.297219 = -4724087.927108
  nChanged 1211
		SP:Iteration 2F (41722.490000 sec): 3 clusters
  Score: Raw -4736669.982234 + Penalty 12002.297219 = -4724667.685015
  nChanged 873
		SP:Iteration 3Q (41722.620000 sec): 3 clusters
  Score: Raw -4737059.128485 + Penalty 12002.297219 = -4725056.831267
  nChanged 647
		SP:Iteration 4Q (41722.750000 sec): 3 clusters
  Score: Raw -4737351.194219 + Penalty 12002.297219 = -4725348.897000
  nChanged 542
		SP:Iteration 5Q (41722.880000 sec): 3 clusters
  Score: Raw -4737608.465093 + Penalty 12002.297219 = -4725606.167874
  nChanged 488
		SP:Iteration 6Q (41723.020000 sec): 3 clusters
  Score: Raw -4737855.052389 + Penalty 12002.297219 = -4725852.755170
  nChanged 486
		SP:Iteration 7Q (41723.150000 sec): 3 clusters
  Score: Raw -4738208.132976 + Penalty 12002.297219 = -4726205.835757
  nChanged 555
		SP:Iteration 8Q (41723.280000 sec): 3 clusters
  Score: Raw -4738682.467845 + Penalty 12002.297219 = -4726680.170626
  nChanged 653
		SP:Iteration 9Q (41723.410000 sec): 3 clusters
  Score: Raw -4739192.501863 + Penalty 12002.297219 = -4727190.204644
  nChanged 708
		SP:Iteration 10Q (41723.540000 sec): 3 clusters
  Score: Raw -4739713.756408 + Penalty 12002.297219 = -4727711.459190
  nChanged 829
		SP:Iteration 11Q (41723.660000 sec): 3 clusters
  Score: Raw -4740319.803753 + Penalty 12002.297219 = -4728317.506535
  nChanged 916
		SP:Iteration 12F (41723.800000 sec): 3 clusters
  Score: Raw -4741033.267454 + Penalty 12002.297219 = -4729030.970236
  nChanged 944
		SP:Iteration 13F (41723.930000 sec): 3 clusters
  Score: Raw -4741814.497851 + Penalty 12002.297219 = -4729812.200632
  nChanged 939
		SP:Iteration 14F (41724.060000 sec): 3 clusters
  Score: Raw -4742581.991220 + Penalty 12002.297219 = -4730579.694001
  nChanged 893
		SP:Iteration 15Q (41724.190000 sec): 3 clusters
  Score: Raw -4743326.637483 + Penalty 12002.297219 = -4731324.340265
  nChanged 790
		SP:Iteration 16Q (41724.320000 sec): 3 clusters
  Score: Raw -4743891.148745 + Penalty 12002.297219 = -4731888.851526
  nChanged 594
		SP:Iteration 17Q (41724.450000 sec): 3 clusters
  Score: Raw -4744293.691186 + Penalty 12002.297219 = -4732291.393967
  nChanged 456
		SP:Iteration 18Q (41724.580000 sec): 3 clusters
  Score: Raw -4744573.771370 + Penalty 12002.297219 = -4732571.474151
  nChanged 347
		SP:Iteration 19Q (41724.710000 sec): 3 clusters
  Score: Raw -4744794.679594 + Penalty 12002.297219 = -4732792.382375
  nChanged 273
		SP:Iteration 20F (41724.840000 sec): 3 clusters
  Score: Raw -4744950.439617 + Penalty 12002.297219 = -4732948.142398
  nChanged 207
		SP:Iteration 21Q (41724.970000 sec): 3 clusters
  Score: Raw -4745053.472829 + Penalty 12002.297219 = -4733051.175611
  nChanged 176
		SP:Iteration 22Q (41725.100000 sec): 3 clusters
  Score: Raw -4745145.584424 + Penalty 12002.297219 = -4733143.287205
  nChanged 148
		SP:Iteration 23Q (41725.220000 sec): 3 clusters
  Score: Raw -4745215.043053 + Penalty 12002.297219 = -4733212.745835
  nChanged 132
		SP:Iteration 24Q (41725.350000 sec): 3 clusters
  Score: Raw -4745269.594042 + Penalty 12002.297219 = -4733267.296823
  nChanged 102
		SP:Iteration 25Q (41725.470000 sec): 3 clusters
  Score: Raw -4745311.162808 + Penalty 12002.297219 = -4733308.865589
  nChanged 90
		SP:Iteration 26Q (41725.600000 sec): 3 clusters
  Score: Raw -4745349.070170 + Penalty 12002.297219 = -4733346.772951
  nChanged 78
		SP:Iteration 27Q (41725.720000 sec): 3 clusters
  Score: Raw -4745383.347803 + Penalty 12002.297219 = -4733381.050584
  nChanged 72
		SP:Iteration 28Q (41725.840000 sec): 3 clusters
  Score: Raw -4745410.007681 + Penalty 12002.297219 = -4733407.710462
  nChanged 64
		SP:Iteration 29Q (41725.960000 sec): 3 clusters
  Score: Raw -4745431.676776 + Penalty 12002.297219 = -4733429.379558
  nChanged 57
		SP:Iteration 30Q (41726.080000 sec): 3 clusters
  Score: Raw -4745450.216517 + Penalty 12002.297219 = -4733447.919298
  nChanged 45
		SP:Iteration 31Q (41726.200000 sec): 3 clusters
  Score: Raw -4745462.741219 + Penalty 12002.297219 = -4733460.444000
  nChanged 37
		SP:Iteration 32Q (41726.320000 sec): 3 clusters
  Score: Raw -4745472.060960 + Penalty 12002.297219 = -4733469.763742
  nChanged 30
		SP:Iteration 33Q (41726.440000 sec): 3 clusters
  Score: Raw -4745480.007023 + Penalty 12002.297219 = -4733477.709805
  nChanged 26
		SP:Iteration 34Q (41726.560000 sec): 3 clusters
  Score: Raw -4745486.283053 + Penalty 12002.297219 = -4733483.985834
  nChanged 23
		SP:Iteration 35Q (41726.680000 sec): 3 clusters
  Score: Raw -4745492.519141 + Penalty 12002.297219 = -4733490.221923
  nChanged 18
		SP:Iteration 36Q (41726.800000 sec): 3 clusters
  Score: Raw -4745497.785489 + Penalty 12002.297219 = -4733495.488271
  nChanged 13
		SP:Iteration 37Q (41726.920000 sec): 3 clusters
  Score: Raw -4745500.613363 + Penalty 12002.297219 = -4733498.316145
  nChanged 13
		SP:Iteration 38Q (41727.030000 sec): 3 clusters
  Score: Raw -4745503.295621 + Penalty 12002.297219 = -4733500.998402
  nChanged 7
		SP:Iteration 39Q (41727.150000 sec): 3 clusters
  Score: Raw -4745504.754039 + Penalty 12002.297219 = -4733502.456820
  nChanged 8
		SP:Iteration 40F (41727.280000 sec): 3 clusters
  Score: Raw -4745506.227236 + Penalty 12002.297219 = -4733503.930017
  nChanged 6
		SP:Iteration 41Q (41727.390000 sec): 3 clusters
  Score: Raw -4745507.403751 + Penalty 12002.297219 = -4733505.106532
  nChanged 7
		SP:Iteration 42Q (41727.510000 sec): 3 clusters
  Score: Raw -4745508.571651 + Penalty 12002.297219 = -4733506.274432
  nChanged 2
		SP:Iteration 43Q (41727.620000 sec): 3 clusters
  Score: Raw -4745508.982043 + Penalty 12002.297219 = -4733506.684824
  nChanged 2
		SP:Iteration 44Q (41727.730000 sec): 3 clusters
  Score: Raw -4745509.266558 + Penalty 12002.297219 = -4733506.969339
  nChanged 4
		SP:Iteration 45Q (41727.850000 sec): 3 clusters
  Score: Raw -4745510.132122 + Penalty 12002.297219 = -4733507.834903
  nChanged 8
		SP:Iteration 46Q (41727.970000 sec): 3 clusters
  Score: Raw -4745512.153758 + Penalty 12002.297219 = -4733509.856539
  nChanged 11
		SP:Iteration 47Q (41728.080000 sec): 3 clusters
  Score: Raw -4745514.112641 + Penalty 12002.297219 = -4733511.815422
  nChanged 8
		SP:Iteration 48Q (41728.190000 sec): 3 clusters
  Score: Raw -4745515.776541 + Penalty 12002.297219 = -4733513.479323
  nChanged 8
		SP:Iteration 49Q (41728.310000 sec): 3 clusters
  Score: Raw -4745517.388867 + Penalty 12002.297219 = -4733515.091648
  nChanged 6
		SP:Iteration 50Q (41728.430000 sec): 3 clusters
  Score: Raw -4745518.285285 + Penalty 12002.297219 = -4733515.988066
  nChanged 3
		SP:Iteration 51Q (41728.540000 sec): 3 clusters
  Score: Raw -4745518.728139 + Penalty 12002.297219 = -4733516.430920
  nChanged 4
		SP:Iteration 52Q (41728.650000 sec): 3 clusters
  Score: Raw -4745519.606957 + Penalty 12002.297219 = -4733517.309738
  nChanged 6
		SP:Iteration 53Q (41728.770000 sec): 3 clusters
  Score: Raw -4745520.814699 + Penalty 12002.297219 = -4733518.517480
  nChanged 5
		SP:Iteration 54Q (41728.890000 sec): 3 clusters
  Score: Raw -4745521.421030 + Penalty 12002.297219 = -4733519.123811
  nChanged 4
		SP:Iteration 55Q (41729.000000 sec): 3 clusters
  Score: Raw -4745522.159827 + Penalty 12002.297219 = -4733519.862609
  nChanged 2
		SP:Iteration 56Q (41729.120000 sec): 3 clusters
  Score: Raw -4745522.446564 + Penalty 12002.297219 = -4733520.149345
  nChanged 2
		SP:Iteration 57Q (41729.230000 sec): 3 clusters
  Score: Raw -4745522.726410 + Penalty 12002.297219 = -4733520.429191
  nChanged 1
		SP:Iteration 58Q (41729.350000 sec): 3 clusters
  Score: Raw -4745522.850752 + Penalty 12002.297219 = -4733520.553533
  nChanged 0
		SP:Iteration 59F (41729.480000 sec): 3 clusters
  Score: Raw -4745522.850752 + Penalty 12002.297219 = -4733520.553533
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41729.620000 sec): 2 clusters
  Score: Raw -6159375.717454 + Penalty 6152.155715 = -6153223.561739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41729.800000 sec): 3 clusters
  Score: Raw -6147100.135245 + Penalty 12304.311430 = -6134795.823815
  nChanged 9382
		SP:Iteration 1F (41729.960000 sec): 3 clusters
  Score: Raw -6152057.775440 + Penalty 12304.311430 = -6139753.464010
  nChanged 1533
		SP:Iteration 2F (41730.130000 sec): 3 clusters
  Score: Raw -6152755.668233 + Penalty 12304.311430 = -6140451.356803
  nChanged 1137
		SP:Iteration 3Q (41730.300000 sec): 3 clusters
  Score: Raw -6153240.159465 + Penalty 12304.311430 = -6140935.848035
  nChanged 922
		SP:Iteration 4Q (41730.460000 sec): 3 clusters
  Score: Raw -6153622.631111 + Penalty 12304.311430 = -6141318.319681
  nChanged 864
		SP:Iteration 5Q (41730.630000 sec): 3 clusters
  Score: Raw -6153990.153754 + Penalty 12304.311430 = -6141685.842324
  nChanged 849
		SP:Iteration 6Q (41730.800000 sec): 3 clusters
  Score: Raw -6154398.660921 + Penalty 12304.311430 = -6142094.349491
  nChanged 862
		SP:Iteration 7Q (41730.960000 sec): 3 clusters
  Score: Raw -6154837.944764 + Penalty 12304.311430 = -6142533.633334
  nChanged 930
		SP:Iteration 8Q (41731.130000 sec): 3 clusters
  Score: Raw -6155340.920306 + Penalty 12304.311430 = -6143036.608876
  nChanged 937
		SP:Iteration 9Q (41731.300000 sec): 3 clusters
  Score: Raw -6155890.564331 + Penalty 12304.311430 = -6143586.252901
  nChanged 974
		SP:Iteration 10Q (41731.460000 sec): 3 clusters
  Score: Raw -6156528.861931 + Penalty 12304.311430 = -6144224.550501
  nChanged 1023
		SP:Iteration 11Q (41731.630000 sec): 3 clusters
  Score: Raw -6157236.358628 + Penalty 12304.311430 = -6144932.047198
  nChanged 945
		SP:Iteration 12Q (41731.800000 sec): 3 clusters
  Score: Raw -6157914.274321 + Penalty 12304.311430 = -6145609.962891
  nChanged 786
		SP:Iteration 13Q (41731.960000 sec): 3 clusters
  Score: Raw -6158501.029559 + Penalty 12304.311430 = -6146196.718129
  nChanged 675
		SP:Iteration 14Q (41732.130000 sec): 3 clusters
  Score: Raw -6159015.252066 + Penalty 12304.311430 = -6146710.940636
  nChanged 499
		SP:Iteration 15Q (41732.290000 sec): 3 clusters
  Score: Raw -6159406.361047 + Penalty 12304.311430 = -6147102.049617
  nChanged 406
		SP:Iteration 16Q (41732.460000 sec): 3 clusters
  Score: Raw -6159730.154609 + Penalty 12304.311430 = -6147425.843179
  nChanged 292
		SP:Iteration 17Q (41732.610000 sec): 3 clusters
  Score: Raw -6159953.526580 + Penalty 12304.311430 = -6147649.215150
  nChanged 212
		SP:Iteration 18Q (41732.770000 sec): 3 clusters
  Score: Raw -6160126.562021 + Penalty 12304.311430 = -6147822.250592
  nChanged 138
		SP:Iteration 19Q (41732.920000 sec): 3 clusters
  Score: Raw -6160240.087891 + Penalty 12304.311430 = -6147935.776461
  nChanged 106
		SP:Iteration 20F (41733.090000 sec): 3 clusters
  Score: Raw -6160316.577918 + Penalty 12304.311430 = -6148012.266488
  nChanged 67
		SP:Iteration 21Q (41733.240000 sec): 3 clusters
  Score: Raw -6160363.846963 + Penalty 12304.311430 = -6148059.535533
  nChanged 44
		SP:Iteration 22Q (41733.380000 sec): 3 clusters
  Score: Raw -6160398.904025 + Penalty 12304.311430 = -6148094.592595
  nChanged 48
		SP:Iteration 23Q (41733.520000 sec): 3 clusters
  Score: Raw -6160435.256881 + Penalty 12304.311430 = -6148130.945451
  nChanged 36
		SP:Iteration 24Q (41733.670000 sec): 3 clusters
  Score: Raw -6160470.388941 + Penalty 12304.311430 = -6148166.077511
  nChanged 35
		SP:Iteration 25Q (41733.810000 sec): 3 clusters
  Score: Raw -6160500.401700 + Penalty 12304.311430 = -6148196.090270
  nChanged 22
		SP:Iteration 26Q (41733.950000 sec): 3 clusters
  Score: Raw -6160517.111067 + Penalty 12304.311430 = -6148212.799637
  nChanged 18
		SP:Iteration 27Q (41734.090000 sec): 3 clusters
  Score: Raw -6160528.385294 + Penalty 12304.311430 = -6148224.073864
  nChanged 9
		SP:Iteration 28Q (41734.230000 sec): 3 clusters
  Score: Raw -6160533.422896 + Penalty 12304.311430 = -6148229.111466
  nChanged 6
		SP:Iteration 29Q (41734.370000 sec): 3 clusters
  Score: Raw -6160537.006822 + Penalty 12304.311430 = -6148232.695392
  nChanged 4
		SP:Iteration 30Q (41734.510000 sec): 3 clusters
  Score: Raw -6160539.734646 + Penalty 12304.311430 = -6148235.423216
  nChanged 6
		SP:Iteration 31Q (41734.650000 sec): 3 clusters
  Score: Raw -6160544.838550 + Penalty 12304.311430 = -6148240.527120
  nChanged 7
		SP:Iteration 32Q (41734.790000 sec): 3 clusters
  Score: Raw -6160551.167738 + Penalty 12304.311430 = -6148246.856308
  nChanged 9
		SP:Iteration 33Q (41734.930000 sec): 3 clusters
  Score: Raw -6160557.829759 + Penalty 12304.311430 = -6148253.518330
  nChanged 7
		SP:Iteration 34Q (41735.070000 sec): 3 clusters
  Score: Raw -6160563.196178 + Penalty 12304.311430 = -6148258.884748
  nChanged 5
		SP:Iteration 35Q (41735.200000 sec): 3 clusters
  Score: Raw -6160566.604585 + Penalty 12304.311430 = -6148262.293155
  nChanged 2
		SP:Iteration 36Q (41735.340000 sec): 3 clusters
  Score: Raw -6160567.619779 + Penalty 12304.311430 = -6148263.308349
  nChanged 2
		SP:Iteration 37Q (41735.480000 sec): 3 clusters
  Score: Raw -6160569.723166 + Penalty 12304.311430 = -6148265.411736
  nChanged 2
		SP:Iteration 38Q (41735.620000 sec): 3 clusters
  Score: Raw -6160570.839442 + Penalty 12304.311430 = -6148266.528012
  nChanged 1
		SP:Iteration 39Q (41735.760000 sec): 3 clusters
  Score: Raw -6160571.076798 + Penalty 12304.311430 = -6148266.765368
  nChanged 0
		SP:Iteration 40F (41735.920000 sec): 3 clusters
  Score: Raw -6160571.076798 + Penalty 12304.311430 = -6148266.765368
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41736.050000 sec): 2 clusters
  Score: Raw -5274708.111104 + Penalty 6073.797314 = -5268634.313790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41736.200000 sec): 3 clusters
  Score: Raw -5264191.671432 + Penalty 12147.594628 = -5252044.076804
  nChanged 8136
		SP:Iteration 1F (41736.340000 sec): 3 clusters
  Score: Raw -5268690.469618 + Penalty 12147.594628 = -5256542.874990
  nChanged 1338
		SP:Iteration 2F (41736.490000 sec): 3 clusters
  Score: Raw -5269396.479921 + Penalty 12147.594628 = -5257248.885293
  nChanged 1026
		SP:Iteration 3F (41736.640000 sec): 3 clusters
  Score: Raw -5269900.590757 + Penalty 12147.594628 = -5257752.996129
  nChanged 844
		SP:Iteration 4Q (41736.780000 sec): 3 clusters
  Score: Raw -5270302.900039 + Penalty 12147.594628 = -5258155.305411
  nChanged 696
		SP:Iteration 5Q (41736.930000 sec): 3 clusters
  Score: Raw -5270611.182073 + Penalty 12147.594628 = -5258463.587445
  nChanged 610
		SP:Iteration 6Q (41737.080000 sec): 3 clusters
  Score: Raw -5270853.275927 + Penalty 12147.594628 = -5258705.681300
  nChanged 548
		SP:Iteration 7Q (41737.230000 sec): 3 clusters
  Score: Raw -5271046.916943 + Penalty 12147.594628 = -5258899.322315
  nChanged 450
		SP:Iteration 8Q (41737.370000 sec): 3 clusters
  Score: Raw -5271214.445974 + Penalty 12147.594628 = -5259066.851347
  nChanged 454
		SP:Iteration 9Q (41737.520000 sec): 3 clusters
  Score: Raw -5271368.988647 + Penalty 12147.594628 = -5259221.394019
  nChanged 399
		SP:Iteration 10Q (41737.670000 sec): 3 clusters
  Score: Raw -5271508.498150 + Penalty 12147.594628 = -5259360.903522
  nChanged 380
		SP:Iteration 11Q (41737.820000 sec): 3 clusters
  Score: Raw -5271645.087535 + Penalty 12147.594628 = -5259497.492908
  nChanged 356
		SP:Iteration 12Q (41737.960000 sec): 3 clusters
  Score: Raw -5271766.709442 + Penalty 12147.594628 = -5259619.114814
  nChanged 362
		SP:Iteration 13Q (41738.110000 sec): 3 clusters
  Score: Raw -5271895.274650 + Penalty 12147.594628 = -5259747.680022
  nChanged 380
		SP:Iteration 14Q (41738.260000 sec): 3 clusters
  Score: Raw -5272033.150850 + Penalty 12147.594628 = -5259885.556222
  nChanged 376
		SP:Iteration 15Q (41738.400000 sec): 3 clusters
  Score: Raw -5272167.234504 + Penalty 12147.594628 = -5260019.639876
  nChanged 367
		SP:Iteration 16Q (41738.550000 sec): 3 clusters
  Score: Raw -5272292.757150 + Penalty 12147.594628 = -5260145.162522
  nChanged 348
		SP:Iteration 17Q (41738.690000 sec): 3 clusters
  Score: Raw -5272414.499382 + Penalty 12147.594628 = -5260266.904754
  nChanged 344
		SP:Iteration 18Q (41738.840000 sec): 3 clusters
  Score: Raw -5272537.467940 + Penalty 12147.594628 = -5260389.873312
  nChanged 324
		SP:Iteration 19Q (41738.980000 sec): 3 clusters
  Score: Raw -5272643.162335 + Penalty 12147.594628 = -5260495.567708
  nChanged 313
		SP:Iteration 20F (41739.130000 sec): 3 clusters
  Score: Raw -5272747.467928 + Penalty 12147.594628 = -5260599.873300
  nChanged 312
		SP:Iteration 21Q (41739.280000 sec): 3 clusters
  Score: Raw -5272844.689352 + Penalty 12147.594628 = -5260697.094725
  nChanged 290
		SP:Iteration 22Q (41739.420000 sec): 3 clusters
  Score: Raw -5272942.267437 + Penalty 12147.594628 = -5260794.672809
  nChanged 294
		SP:Iteration 23Q (41739.570000 sec): 3 clusters
  Score: Raw -5273038.101767 + Penalty 12147.594628 = -5260890.507139
  nChanged 264
		SP:Iteration 24Q (41739.720000 sec): 3 clusters
  Score: Raw -5273130.045317 + Penalty 12147.594628 = -5260982.450689
  nChanged 296
		SP:Iteration 25Q (41739.860000 sec): 3 clusters
  Score: Raw -5273237.151838 + Penalty 12147.594628 = -5261089.557211
  nChanged 298
		SP:Iteration 26Q (41740.010000 sec): 3 clusters
  Score: Raw -5273345.200285 + Penalty 12147.594628 = -5261197.605657
  nChanged 308
		SP:Iteration 27Q (41740.160000 sec): 3 clusters
  Score: Raw -5273462.459459 + Penalty 12147.594628 = -5261314.864831
  nChanged 303
		SP:Iteration 28Q (41740.300000 sec): 3 clusters
  Score: Raw -5273580.799851 + Penalty 12147.594628 = -5261433.205223
  nChanged 302
		SP:Iteration 29Q (41740.450000 sec): 3 clusters
  Score: Raw -5273704.444956 + Penalty 12147.594628 = -5261556.850328
  nChanged 267
		SP:Iteration 30Q (41740.600000 sec): 3 clusters
  Score: Raw -5273800.629851 + Penalty 12147.594628 = -5261653.035224
  nChanged 242
		SP:Iteration 31Q (41740.740000 sec): 3 clusters
  Score: Raw -5273882.949309 + Penalty 12147.594628 = -5261735.354681
  nChanged 208
		SP:Iteration 32Q (41740.880000 sec): 3 clusters
  Score: Raw -5273952.877245 + Penalty 12147.594628 = -5261805.282617
  nChanged 170
		SP:Iteration 33Q (41741.030000 sec): 3 clusters
  Score: Raw -5274005.377954 + Penalty 12147.594628 = -5261857.783326
  nChanged 137
		SP:Iteration 34Q (41741.180000 sec): 3 clusters
  Score: Raw -5274050.269352 + Penalty 12147.594628 = -5261902.674724
  nChanged 143
		SP:Iteration 35Q (41741.320000 sec): 3 clusters
  Score: Raw -5274096.687682 + Penalty 12147.594628 = -5261949.093054
  nChanged 132
		SP:Iteration 36Q (41741.470000 sec): 3 clusters
  Score: Raw -5274142.776736 + Penalty 12147.594628 = -5261995.182109
  nChanged 153
		SP:Iteration 37Q (41741.610000 sec): 3 clusters
  Score: Raw -5274193.969037 + Penalty 12147.594628 = -5262046.374409
  nChanged 137
		SP:Iteration 38Q (41741.760000 sec): 3 clusters
  Score: Raw -5274237.624088 + Penalty 12147.594628 = -5262090.029460
  nChanged 150
		SP:Iteration 39Q (41741.910000 sec): 3 clusters
  Score: Raw -5274291.466404 + Penalty 12147.594628 = -5262143.871777
  nChanged 168
		SP:Iteration 40F (41742.060000 sec): 3 clusters
  Score: Raw -5274359.894819 + Penalty 12147.594628 = -5262212.300191
  nChanged 180
		SP:Iteration 41Q (41742.210000 sec): 3 clusters
  Score: Raw -5274430.195029 + Penalty 12147.594628 = -5262282.600401
  nChanged 180
		SP:Iteration 42Q (41742.350000 sec): 3 clusters
  Score: Raw -5274498.468533 + Penalty 12147.594628 = -5262350.873906
  nChanged 189
		SP:Iteration 43Q (41742.490000 sec): 3 clusters
  Score: Raw -5274576.015945 + Penalty 12147.594628 = -5262428.421318
  nChanged 191
		SP:Iteration 44Q (41742.640000 sec): 3 clusters
  Score: Raw -5274657.201577 + Penalty 12147.594628 = -5262509.606950
  nChanged 201
		SP:Iteration 45Q (41742.780000 sec): 3 clusters
  Score: Raw -5274746.887499 + Penalty 12147.594628 = -5262599.292871
  nChanged 205
		SP:Iteration 46Q (41742.930000 sec): 3 clusters
  Score: Raw -5274846.211418 + Penalty 12147.594628 = -5262698.616791
  nChanged 233
		SP:Iteration 47Q (41743.080000 sec): 3 clusters
  Score: Raw -5274966.638759 + Penalty 12147.594628 = -5262819.044132
  nChanged 253
		SP:Iteration 48Q (41743.220000 sec): 3 clusters
  Score: Raw -5275115.064559 + Penalty 12147.594628 = -5262967.469932
  nChanged 286
		SP:Iteration 49Q (41743.360000 sec): 3 clusters
  Score: Raw -5275293.344205 + Penalty 12147.594628 = -5263145.749577
  nChanged 274
		SP:Iteration 50Q (41743.510000 sec): 3 clusters
  Score: Raw -5275477.731938 + Penalty 12147.594628 = -5263330.137310
  nChanged 254
		SP:Iteration 51Q (41743.650000 sec): 3 clusters
  Score: Raw -5275649.755926 + Penalty 12147.594628 = -5263502.161298
  nChanged 242
		SP:Iteration 52Q (41743.790000 sec): 3 clusters
  Score: Raw -5275808.800979 + Penalty 12147.594628 = -5263661.206351
  nChanged 196
		SP:Iteration 53Q (41743.930000 sec): 3 clusters
  Score: Raw -5275943.942773 + Penalty 12147.594628 = -5263796.348145
  nChanged 157
		SP:Iteration 54Q (41744.060000 sec): 3 clusters
  Score: Raw -5276048.610888 + Penalty 12147.594628 = -5263901.016261
  nChanged 134
		SP:Iteration 55Q (41744.200000 sec): 3 clusters
  Score: Raw -5276141.912869 + Penalty 12147.594628 = -5263994.318241
  nChanged 116
		SP:Iteration 56Q (41744.340000 sec): 3 clusters
  Score: Raw -5276226.697235 + Penalty 12147.594628 = -5264079.102607
  nChanged 77
		SP:Iteration 57Q (41744.470000 sec): 3 clusters
  Score: Raw -5276275.795065 + Penalty 12147.594628 = -5264128.200437
  nChanged 59
		SP:Iteration 58Q (41744.600000 sec): 3 clusters
  Score: Raw -5276311.715942 + Penalty 12147.594628 = -5264164.121315
  nChanged 47
		SP:Iteration 59Q (41744.730000 sec): 3 clusters
  Score: Raw -5276339.031103 + Penalty 12147.594628 = -5264191.436475
  nChanged 45
		SP:Iteration 60F (41744.880000 sec): 3 clusters
  Score: Raw -5276372.381566 + Penalty 12147.594628 = -5264224.786938
  nChanged 40
		SP:Iteration 61Q (41745.010000 sec): 3 clusters
  Score: Raw -5276399.685536 + Penalty 12147.594628 = -5264252.090908
  nChanged 32
		SP:Iteration 62Q (41745.140000 sec): 3 clusters
  Score: Raw -5276423.854088 + Penalty 12147.594628 = -5264276.259460
  nChanged 28
		SP:Iteration 63Q (41745.270000 sec): 3 clusters
  Score: Raw -5276442.467632 + Penalty 12147.594628 = -5264294.873004
  nChanged 20
		SP:Iteration 64Q (41745.400000 sec): 3 clusters
  Score: Raw -5276452.057295 + Penalty 12147.594628 = -5264304.462667
  nChanged 12
		SP:Iteration 65Q (41745.530000 sec): 3 clusters
  Score: Raw -5276458.509870 + Penalty 12147.594628 = -5264310.915242
  nChanged 12
		SP:Iteration 66Q (41745.670000 sec): 3 clusters
  Score: Raw -5276466.924394 + Penalty 12147.594628 = -5264319.329766
  nChanged 8
		SP:Iteration 67Q (41745.800000 sec): 3 clusters
  Score: Raw -5276471.247215 + Penalty 12147.594628 = -5264323.652587
  nChanged 6
		SP:Iteration 68Q (41745.930000 sec): 3 clusters
  Score: Raw -5276474.597006 + Penalty 12147.594628 = -5264327.002378
  nChanged 0
		SP:Iteration 69F (41746.090000 sec): 3 clusters
  Score: Raw -5276474.597006 + Penalty 12147.594628 = -5264327.002378
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41746.110000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41746.110000 sec): 3 clusters
  Score: Raw -66771.284275 + Penalty 6825.888689 = -59945.395585
  nChanged 11
		SP:Iteration 1Q (41746.110000 sec): 3 clusters
  Score: Raw -66849.230502 + Penalty 6825.888689 = -60023.341813
  nChanged 1
		SP:Iteration 2Q (41746.110000 sec): 3 clusters
  Score: Raw -66856.034325 + Penalty 6825.888689 = -60030.145636
  nChanged 0
		SP:Iteration 3F (41746.110000 sec): 3 clusters
  Score: Raw -66856.034325 + Penalty 6825.888689 = -60030.145636
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (22604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41746.270000 sec): 2 clusters
  Score: Raw -5987842.995863 + Penalty 6140.852823 = -5981702.143039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41746.450000 sec): 3 clusters
  Score: Raw -5975890.845165 + Penalty 12281.705647 = -5963609.139519
  nChanged 9264
		SP:Iteration 1F (41746.610000 sec): 3 clusters
  Score: Raw -5980802.211128 + Penalty 12281.705647 = -5968520.505481
  nChanged 1473
		SP:Iteration 2F (41746.790000 sec): 3 clusters
  Score: Raw -5981509.299060 + Penalty 12281.705647 = -5969227.593413
  nChanged 1087
		SP:Iteration 3Q (41746.960000 sec): 3 clusters
  Score: Raw -5981991.052284 + Penalty 12281.705647 = -5969709.346637
  nChanged 913
		SP:Iteration 4Q (41747.130000 sec): 3 clusters
  Score: Raw -5982391.592721 + Penalty 12281.705647 = -5970109.887074
  nChanged 803
		SP:Iteration 5Q (41747.310000 sec): 3 clusters
  Score: Raw -5982751.014282 + Penalty 12281.705647 = -5970469.308635
  nChanged 718
		SP:Iteration 6Q (41747.480000 sec): 3 clusters
  Score: Raw -5983081.013981 + Penalty 12281.705647 = -5970799.308334
  nChanged 702
		SP:Iteration 7Q (41747.660000 sec): 3 clusters
  Score: Raw -5983390.287681 + Penalty 12281.705647 = -5971108.582034
  nChanged 643
		SP:Iteration 8Q (41747.830000 sec): 3 clusters
  Score: Raw -5983669.789600 + Penalty 12281.705647 = -5971388.083953
  nChanged 629
		SP:Iteration 9Q (41748.000000 sec): 3 clusters
  Score: Raw -5983947.210453 + Penalty 12281.705647 = -5971665.504806
  nChanged 618
		SP:Iteration 10Q (41748.170000 sec): 3 clusters
  Score: Raw -5984213.066486 + Penalty 12281.705647 = -5971931.360839
  nChanged 610
		SP:Iteration 11Q (41748.340000 sec): 3 clusters
  Score: Raw -5984456.613882 + Penalty 12281.705647 = -5972174.908235
  nChanged 578
		SP:Iteration 12Q (41748.500000 sec): 3 clusters
  Score: Raw -5984674.848382 + Penalty 12281.705647 = -5972393.142736
  nChanged 542
		SP:Iteration 13Q (41748.680000 sec): 3 clusters
  Score: Raw -5984895.813940 + Penalty 12281.705647 = -5972614.108293
  nChanged 584
		SP:Iteration 14Q (41748.850000 sec): 3 clusters
  Score: Raw -5985134.100812 + Penalty 12281.705647 = -5972852.395165
  nChanged 580
		SP:Iteration 15Q (41749.020000 sec): 3 clusters
  Score: Raw -5985388.421829 + Penalty 12281.705647 = -5973106.716182
  nChanged 607
		SP:Iteration 16Q (41749.190000 sec): 3 clusters
  Score: Raw -5985664.532154 + Penalty 12281.705647 = -5973382.826507
  nChanged 630
		SP:Iteration 17Q (41749.360000 sec): 3 clusters
  Score: Raw -5985980.501940 + Penalty 12281.705647 = -5973698.796294
  nChanged 645
		SP:Iteration 18Q (41749.530000 sec): 3 clusters
  Score: Raw -5986297.643986 + Penalty 12281.705647 = -5974015.938340
  nChanged 624
		SP:Iteration 19Q (41749.700000 sec): 3 clusters
  Score: Raw -5986622.056081 + Penalty 12281.705647 = -5974340.350434
  nChanged 550
		SP:Iteration 20F (41749.880000 sec): 3 clusters
  Score: Raw -5986887.305005 + Penalty 12281.705647 = -5974605.599358
  nChanged 519
		SP:Iteration 21Q (41750.040000 sec): 3 clusters
  Score: Raw -5987150.709348 + Penalty 12281.705647 = -5974869.003701
  nChanged 500
		SP:Iteration 22Q (41750.220000 sec): 3 clusters
  Score: Raw -5987388.504457 + Penalty 12281.705647 = -5975106.798810
  nChanged 442
		SP:Iteration 23Q (41750.380000 sec): 3 clusters
  Score: Raw -5987581.637314 + Penalty 12281.705647 = -5975299.931667
  nChanged 379
		SP:Iteration 24Q (41750.550000 sec): 3 clusters
  Score: Raw -5987741.078694 + Penalty 12281.705647 = -5975459.373047
  nChanged 309
		SP:Iteration 25Q (41750.710000 sec): 3 clusters
  Score: Raw -5987874.458102 + Penalty 12281.705647 = -5975592.752455
  nChanged 267
		SP:Iteration 26Q (41750.880000 sec): 3 clusters
  Score: Raw -5987985.684797 + Penalty 12281.705647 = -5975703.979150
  nChanged 244
		SP:Iteration 27Q (41751.040000 sec): 3 clusters
  Score: Raw -5988072.845179 + Penalty 12281.705647 = -5975791.139532
  nChanged 180
		SP:Iteration 28Q (41751.200000 sec): 3 clusters
  Score: Raw -5988134.267446 + Penalty 12281.705647 = -5975852.561799
  nChanged 169
		SP:Iteration 29Q (41751.360000 sec): 3 clusters
  Score: Raw -5988188.851254 + Penalty 12281.705647 = -5975907.145607
  nChanged 155
		SP:Iteration 30Q (41751.520000 sec): 3 clusters
  Score: Raw -5988241.545470 + Penalty 12281.705647 = -5975959.839823
  nChanged 140
		SP:Iteration 31Q (41751.680000 sec): 3 clusters
  Score: Raw -5988281.310547 + Penalty 12281.705647 = -5975999.604900
  nChanged 109
		SP:Iteration 32Q (41751.840000 sec): 3 clusters
  Score: Raw -5988311.986071 + Penalty 12281.705647 = -5976030.280424
  nChanged 91
		SP:Iteration 33Q (41752.000000 sec): 3 clusters
  Score: Raw -5988334.949380 + Penalty 12281.705647 = -5976053.243733
  nChanged 66
		SP:Iteration 34Q (41752.170000 sec): 3 clusters
  Score: Raw -5988352.293119 + Penalty 12281.705647 = -5976070.587472
  nChanged 62
		SP:Iteration 35Q (41752.320000 sec): 3 clusters
  Score: Raw -5988368.536603 + Penalty 12281.705647 = -5976086.830957
  nChanged 62
		SP:Iteration 36Q (41752.470000 sec): 3 clusters
  Score: Raw -5988385.008650 + Penalty 12281.705647 = -5976103.303003
  nChanged 58
		SP:Iteration 37Q (41752.630000 sec): 3 clusters
  Score: Raw -5988400.514021 + Penalty 12281.705647 = -5976118.808374
  nChanged 55
		SP:Iteration 38Q (41752.790000 sec): 3 clusters
  Score: Raw -5988415.325449 + Penalty 12281.705647 = -5976133.619802
  nChanged 68
		SP:Iteration 39Q (41752.940000 sec): 3 clusters
  Score: Raw -5988433.671961 + Penalty 12281.705647 = -5976151.966315
  nChanged 62
		SP:Iteration 40F (41753.120000 sec): 3 clusters
  Score: Raw -5988450.000994 + Penalty 12281.705647 = -5976168.295347
  nChanged 45
		SP:Iteration 41Q (41753.270000 sec): 3 clusters
  Score: Raw -5988460.073143 + Penalty 12281.705647 = -5976178.367496
  nChanged 36
		SP:Iteration 42Q (41753.430000 sec): 3 clusters
  Score: Raw -5988468.961040 + Penalty 12281.705647 = -5976187.255393
  nChanged 31
		SP:Iteration 43Q (41753.580000 sec): 3 clusters
  Score: Raw -5988476.437375 + Penalty 12281.705647 = -5976194.731728
  nChanged 41
		SP:Iteration 44Q (41753.750000 sec): 3 clusters
  Score: Raw -5988484.636817 + Penalty 12281.705647 = -5976202.931170
  nChanged 39
		SP:Iteration 45Q (41753.900000 sec): 3 clusters
  Score: Raw -5988493.921386 + Penalty 12281.705647 = -5976212.215740
  nChanged 33
		SP:Iteration 46Q (41754.060000 sec): 3 clusters
  Score: Raw -5988500.652623 + Penalty 12281.705647 = -5976218.946976
  nChanged 27
		SP:Iteration 47Q (41754.210000 sec): 3 clusters
  Score: Raw -5988506.147737 + Penalty 12281.705647 = -5976224.442090
  nChanged 24
		SP:Iteration 48Q (41754.370000 sec): 3 clusters
  Score: Raw -5988511.331678 + Penalty 12281.705647 = -5976229.626031
  nChanged 28
		SP:Iteration 49Q (41754.530000 sec): 3 clusters
  Score: Raw -5988518.153811 + Penalty 12281.705647 = -5976236.448164
  nChanged 28
		SP:Iteration 50Q (41754.680000 sec): 3 clusters
  Score: Raw -5988523.346513 + Penalty 12281.705647 = -5976241.640866
  nChanged 29
		SP:Iteration 51Q (41754.840000 sec): 3 clusters
  Score: Raw -5988528.977868 + Penalty 12281.705647 = -5976247.272221
  nChanged 27
		SP:Iteration 52Q (41754.990000 sec): 3 clusters
  Score: Raw -5988534.883572 + Penalty 12281.705647 = -5976253.177925
  nChanged 29
		SP:Iteration 53Q (41755.150000 sec): 3 clusters
  Score: Raw -5988541.326949 + Penalty 12281.705647 = -5976259.621302
  nChanged 32
		SP:Iteration 54Q (41755.300000 sec): 3 clusters
  Score: Raw -5988546.848197 + Penalty 12281.705647 = -5976265.142550
  nChanged 22
		SP:Iteration 55Q (41755.460000 sec): 3 clusters
  Score: Raw -5988550.846326 + Penalty 12281.705647 = -5976269.140679
  nChanged 34
		SP:Iteration 56Q (41755.610000 sec): 3 clusters
  Score: Raw -5988557.843102 + Penalty 12281.705647 = -5976276.137456
  nChanged 32
		SP:Iteration 57Q (41755.770000 sec): 3 clusters
  Score: Raw -5988564.681356 + Penalty 12281.705647 = -5976282.975709
  nChanged 33
		SP:Iteration 58Q (41755.930000 sec): 3 clusters
  Score: Raw -5988572.516917 + Penalty 12281.705647 = -5976290.811270
  nChanged 33
		SP:Iteration 59Q (41756.080000 sec): 3 clusters
  Score: Raw -5988581.631774 + Penalty 12281.705647 = -5976299.926128
  nChanged 33
		SP:Iteration 60F (41756.250000 sec): 3 clusters
  Score: Raw -5988590.906387 + Penalty 12281.705647 = -5976309.200740
  nChanged 42
		SP:Iteration 61Q (41756.400000 sec): 3 clusters
  Score: Raw -5988602.552297 + Penalty 12281.705647 = -5976320.846650
  nChanged 54
		SP:Iteration 62Q (41756.560000 sec): 3 clusters
  Score: Raw -5988617.455495 + Penalty 12281.705647 = -5976335.749848
  nChanged 61
		SP:Iteration 63Q (41756.710000 sec): 3 clusters
  Score: Raw -5988633.066557 + Penalty 12281.705647 = -5976351.360910
  nChanged 61
		SP:Iteration 64Q (41756.860000 sec): 3 clusters
  Score: Raw -5988649.516563 + Penalty 12281.705647 = -5976367.810916
  nChanged 63
		SP:Iteration 65Q (41757.010000 sec): 3 clusters
  Score: Raw -5988665.365796 + Penalty 12281.705647 = -5976383.660149
  nChanged 60
		SP:Iteration 66Q (41757.170000 sec): 3 clusters
  Score: Raw -5988680.109161 + Penalty 12281.705647 = -5976398.403514
  nChanged 48
		SP:Iteration 67Q (41757.320000 sec): 3 clusters
  Score: Raw -5988692.393606 + Penalty 12281.705647 = -5976410.687959
  nChanged 52
		SP:Iteration 68Q (41757.470000 sec): 3 clusters
  Score: Raw -5988706.576140 + Penalty 12281.705647 = -5976424.870494
  nChanged 61
		SP:Iteration 69Q (41757.630000 sec): 3 clusters
  Score: Raw -5988722.650066 + Penalty 12281.705647 = -5976440.944419
  nChanged 52
		SP:Iteration 70Q (41757.770000 sec): 3 clusters
  Score: Raw -5988738.454595 + Penalty 12281.705647 = -5976456.748948
  nChanged 59
		SP:Iteration 71Q (41757.930000 sec): 3 clusters
  Score: Raw -5988755.394650 + Penalty 12281.705647 = -5976473.689003
  nChanged 49
		SP:Iteration 72Q (41758.080000 sec): 3 clusters
  Score: Raw -5988770.256474 + Penalty 12281.705647 = -5976488.550827
  nChanged 56
		SP:Iteration 73Q (41758.230000 sec): 3 clusters
  Score: Raw -5988785.821553 + Penalty 12281.705647 = -5976504.115906
  nChanged 51
		SP:Iteration 74Q (41758.380000 sec): 3 clusters
  Score: Raw -5988799.182171 + Penalty 12281.705647 = -5976517.476524
  nChanged 39
		SP:Iteration 75Q (41758.530000 sec): 3 clusters
  Score: Raw -5988812.276038 + Penalty 12281.705647 = -5976530.570391
  nChanged 60
		SP:Iteration 76Q (41758.680000 sec): 3 clusters
  Score: Raw -5988831.342054 + Penalty 12281.705647 = -5976549.636407
  nChanged 58
		SP:Iteration 77Q (41758.830000 sec): 3 clusters
  Score: Raw -5988849.496120 + Penalty 12281.705647 = -5976567.790473
  nChanged 60
		SP:Iteration 78Q (41758.980000 sec): 3 clusters
  Score: Raw -5988870.073238 + Penalty 12281.705647 = -5976588.367591
  nChanged 54
		SP:Iteration 79Q (41759.130000 sec): 3 clusters
  Score: Raw -5988889.269358 + Penalty 12281.705647 = -5976607.563711
  nChanged 55
		SP:Iteration 80F (41759.300000 sec): 3 clusters
  Score: Raw -5988905.907696 + Penalty 12281.705647 = -5976624.202049
  nChanged 43
		SP:Iteration 81Q (41759.450000 sec): 3 clusters
  Score: Raw -5988920.480485 + Penalty 12281.705647 = -5976638.774838
  nChanged 44
		SP:Iteration 82Q (41759.600000 sec): 3 clusters
  Score: Raw -5988937.708940 + Penalty 12281.705647 = -5976656.003293
  nChanged 50
		SP:Iteration 83Q (41759.740000 sec): 3 clusters
  Score: Raw -5988956.636166 + Penalty 12281.705647 = -5976674.930519
  nChanged 54
		SP:Iteration 84Q (41759.890000 sec): 3 clusters
  Score: Raw -5988973.821815 + Penalty 12281.705647 = -5976692.116168
  nChanged 45
		SP:Iteration 85Q (41760.040000 sec): 3 clusters
  Score: Raw -5988990.704112 + Penalty 12281.705647 = -5976708.998465
  nChanged 48
		SP:Iteration 86Q (41760.190000 sec): 3 clusters
  Score: Raw -5989007.991757 + Penalty 12281.705647 = -5976726.286110
  nChanged 40
		SP:Iteration 87Q (41760.330000 sec): 3 clusters
  Score: Raw -5989020.048685 + Penalty 12281.705647 = -5976738.343038
  nChanged 33
		SP:Iteration 88Q (41760.490000 sec): 3 clusters
  Score: Raw -5989030.676663 + Penalty 12281.705647 = -5976748.971016
  nChanged 29
		SP:Iteration 89Q (41760.630000 sec): 3 clusters
  Score: Raw -5989039.148660 + Penalty 12281.705647 = -5976757.443013
  nChanged 33
		SP:Iteration 90Q (41760.780000 sec): 3 clusters
  Score: Raw -5989048.500444 + Penalty 12281.705647 = -5976766.794797
  nChanged 25
		SP:Iteration 91Q (41760.920000 sec): 3 clusters
  Score: Raw -5989056.484715 + Penalty 12281.705647 = -5976774.779068
  nChanged 30
		SP:Iteration 92Q (41761.070000 sec): 3 clusters
  Score: Raw -5989065.366422 + Penalty 12281.705647 = -5976783.660775
  nChanged 27
		SP:Iteration 93Q (41761.210000 sec): 3 clusters
  Score: Raw -5989072.223972 + Penalty 12281.705647 = -5976790.518325
  nChanged 24
		SP:Iteration 94Q (41761.360000 sec): 3 clusters
  Score: Raw -5989078.944132 + Penalty 12281.705647 = -5976797.238485
  nChanged 25
		SP:Iteration 95Q (41761.500000 sec): 3 clusters
  Score: Raw -5989086.217538 + Penalty 12281.705647 = -5976804.511891
  nChanged 31
		SP:Iteration 96Q (41761.650000 sec): 3 clusters
  Score: Raw -5989094.860023 + Penalty 12281.705647 = -5976813.154376
  nChanged 24
		SP:Iteration 97Q (41761.790000 sec): 3 clusters
  Score: Raw -5989101.836590 + Penalty 12281.705647 = -5976820.130943
  nChanged 16
		SP:Iteration 98Q (41761.940000 sec): 3 clusters
  Score: Raw -5989106.378688 + Penalty 12281.705647 = -5976824.673041
  nChanged 14
		SP:Iteration 99Q (41762.080000 sec): 3 clusters
  Score: Raw -5989111.322385 + Penalty 12281.705647 = -5976829.616739
  nChanged 16
		SP:Iteration 100F (41762.250000 sec): 3 clusters
  Score: Raw -5989115.805077 + Penalty 12281.705647 = -5976834.099430
  nChanged 10
		SP:Iteration 101Q (41762.400000 sec): 3 clusters
  Score: Raw -5989118.766433 + Penalty 12281.705647 = -5976837.060786
  nChanged 12
		SP:Iteration 102Q (41762.540000 sec): 3 clusters
  Score: Raw -5989122.625070 + Penalty 12281.705647 = -5976840.919423
  nChanged 9
		SP:Iteration 103Q (41762.680000 sec): 3 clusters
  Score: Raw -5989124.624556 + Penalty 12281.705647 = -5976842.918909
  nChanged 8
		SP:Iteration 104Q (41762.830000 sec): 3 clusters
  Score: Raw -5989126.872626 + Penalty 12281.705647 = -5976845.166979
  nChanged 7
		SP:Iteration 105Q (41762.970000 sec): 3 clusters
  Score: Raw -5989129.051761 + Penalty 12281.705647 = -5976847.346114
  nChanged 7
		SP:Iteration 106Q (41763.120000 sec): 3 clusters
  Score: Raw -5989131.643201 + Penalty 12281.705647 = -5976849.937554
  nChanged 8
		SP:Iteration 107Q (41763.260000 sec): 3 clusters
  Score: Raw -5989134.169674 + Penalty 12281.705647 = -5976852.464027
  nChanged 8
		SP:Iteration 108Q (41763.400000 sec): 3 clusters
  Score: Raw -5989135.714090 + Penalty 12281.705647 = -5976854.008443
  nChanged 6
		SP:Iteration 109Q (41763.550000 sec): 3 clusters
  Score: Raw -5989137.514853 + Penalty 12281.705647 = -5976855.809206
  nChanged 3
		SP:Iteration 110Q (41763.700000 sec): 3 clusters
  Score: Raw -5989138.508019 + Penalty 12281.705647 = -5976856.802372
  nChanged 6
		SP:Iteration 111Q (41763.840000 sec): 3 clusters
  Score: Raw -5989140.063623 + Penalty 12281.705647 = -5976858.357976
  nChanged 3
		SP:Iteration 112Q (41763.980000 sec): 3 clusters
  Score: Raw -5989140.836213 + Penalty 12281.705647 = -5976859.130566
  nChanged 1
		SP:Iteration 113Q (41764.120000 sec): 3 clusters
  Score: Raw -5989141.192149 + Penalty 12281.705647 = -5976859.486502
  nChanged 1
		SP:Iteration 114Q (41764.250000 sec): 3 clusters
  Score: Raw -5989141.659533 + Penalty 12281.705647 = -5976859.953886
  nChanged 4
		SP:Iteration 115Q (41764.390000 sec): 3 clusters
  Score: Raw -5989142.463974 + Penalty 12281.705647 = -5976860.758327
  nChanged 9
		SP:Iteration 116Q (41764.530000 sec): 3 clusters
  Score: Raw -5989145.870244 + Penalty 12281.705647 = -5976864.164597
  nChanged 5
		SP:Iteration 117Q (41764.670000 sec): 3 clusters
  Score: Raw -5989147.855511 + Penalty 12281.705647 = -5976866.149864
  nChanged 8
		SP:Iteration 118Q (41764.810000 sec): 3 clusters
  Score: Raw -5989150.119137 + Penalty 12281.705647 = -5976868.413490
  nChanged 11
		SP:Iteration 119Q (41764.950000 sec): 3 clusters
  Score: Raw -5989153.441634 + Penalty 12281.705647 = -5976871.735987
  nChanged 14
		SP:Iteration 120F (41765.120000 sec): 3 clusters
  Score: Raw -5989158.664419 + Penalty 12281.705647 = -5976876.958773
  nChanged 16
		SP:Iteration 121Q (41765.250000 sec): 3 clusters
  Score: Raw -5989163.895189 + Penalty 12281.705647 = -5976882.189542
  nChanged 12
		SP:Iteration 122Q (41765.390000 sec): 3 clusters
  Score: Raw -5989167.835274 + Penalty 12281.705647 = -5976886.129627
  nChanged 12
		SP:Iteration 123Q (41765.530000 sec): 3 clusters
  Score: Raw -5989170.979430 + Penalty 12281.705647 = -5976889.273783
  nChanged 11
		SP:Iteration 124Q (41765.670000 sec): 3 clusters
  Score: Raw -5989174.312594 + Penalty 12281.705647 = -5976892.606947
  nChanged 9
		SP:Iteration 125Q (41765.800000 sec): 3 clusters
  Score: Raw -5989176.627585 + Penalty 12281.705647 = -5976894.921938
  nChanged 2
		SP:Iteration 126Q (41765.940000 sec): 3 clusters
  Score: Raw -5989177.159941 + Penalty 12281.705647 = -5976895.454295
  nChanged 2
		SP:Iteration 127Q (41766.080000 sec): 3 clusters
  Score: Raw -5989177.615423 + Penalty 12281.705647 = -5976895.909777
  nChanged 2
		SP:Iteration 128Q (41766.220000 sec): 3 clusters
  Score: Raw -5989178.347648 + Penalty 12281.705647 = -5976896.642001
  nChanged 1
		SP:Iteration 129Q (41766.360000 sec): 3 clusters
  Score: Raw -5989178.581406 + Penalty 12281.705647 = -5976896.875759
  nChanged 1
		SP:Iteration 130Q (41766.500000 sec): 3 clusters
  Score: Raw -5989178.849402 + Penalty 12281.705647 = -5976897.143755
  nChanged 1
		SP:Iteration 131Q (41766.640000 sec): 3 clusters
  Score: Raw -5989179.221701 + Penalty 12281.705647 = -5976897.516054
  nChanged 5
		SP:Iteration 132Q (41766.770000 sec): 3 clusters
  Score: Raw -5989180.543740 + Penalty 12281.705647 = -5976898.838093
  nChanged 1
		SP:Iteration 133Q (41766.910000 sec): 3 clusters
  Score: Raw -5989180.810883 + Penalty 12281.705647 = -5976899.105236
  nChanged 0
		SP:Iteration 134F (41767.080000 sec): 3 clusters
  Score: Raw -5989180.810883 + Penalty 12281.705647 = -5976899.105236
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (423565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41769.700000 sec): 2 clusters
  Score: Raw -112240661.850224 + Penalty 7935.833137 = -112232726.017087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41772.810000 sec): 3 clusters
  Score: Raw -111965001.574221 + Penalty 15871.666274 = -111949129.907947
  nChanged 202088
		SP:Iteration 1F (41775.900000 sec): 3 clusters
  Score: Raw -112082296.649104 + Penalty 15871.666274 = -112066424.982830
  nChanged 9945
		SP:Iteration 2Q (41779.120000 sec): 3 clusters
  Score: Raw -112083914.430044 + Penalty 15871.666274 = -112068042.763770
  nChanged 9887
		SP:Iteration 3Q (41782.320000 sec): 3 clusters
  Score: Raw -112085595.116142 + Penalty 15871.666274 = -112069723.449868
  nChanged 10284
		SP:Iteration 4Q (41785.460000 sec): 3 clusters
  Score: Raw -112087551.764257 + Penalty 15871.666274 = -112071680.097984
  nChanged 10943
		SP:Iteration 5Q (41788.610000 sec): 3 clusters
  Score: Raw -112090007.349315 + Penalty 15871.666274 = -112074135.683042
  nChanged 12517
		SP:Iteration 6Q (41791.810000 sec): 3 clusters
  Score: Raw -112093514.985922 + Penalty 15871.666274 = -112077643.319649
  nChanged 15432
		SP:Iteration 7Q (41794.950000 sec): 3 clusters
  Score: Raw -112099212.509497 + Penalty 15871.666274 = -112083340.843224
  nChanged 20716
		SP:Iteration 8Q (41798.060000 sec): 3 clusters
  Score: Raw -112109470.508721 + Penalty 15871.666274 = -112093598.842448
  nChanged 28333
		SP:Iteration 9F (41801.170000 sec): 3 clusters
  Score: Raw -112128134.385544 + Penalty 15871.666274 = -112112262.719271
  nChanged 35979
		SP:Iteration 10F (41804.280000 sec): 3 clusters
  Score: Raw -112157898.635220 + Penalty 15871.666274 = -112142026.968946
  nChanged 37862
		SP:Iteration 11F (41807.380000 sec): 3 clusters
  Score: Raw -112193991.804570 + Penalty 15871.666274 = -112178120.138296
  nChanged 28552
		SP:Iteration 12F (41810.480000 sec): 3 clusters
  Score: Raw -112222141.543383 + Penalty 15871.666274 = -112206269.877110
  nChanged 13989
		SP:Iteration 13Q (41813.250000 sec): 3 clusters
  Score: Raw -112235353.365416 + Penalty 15871.666274 = -112219481.699143
  nChanged 4599
		SP:Iteration 14Q (41815.780000 sec): 3 clusters
  Score: Raw -112239534.177070 + Penalty 15871.666274 = -112223662.510797
  nChanged 1217
		SP:Iteration 15Q (41818.150000 sec): 3 clusters
  Score: Raw -112240659.352756 + Penalty 15871.666274 = -112224787.686483
  nChanged 376
		SP:Iteration 16Q (41820.330000 sec): 3 clusters
  Score: Raw -112241065.038902 + Penalty 15871.666274 = -112225193.372628
  nChanged 163
		SP:Iteration 17Q (41822.500000 sec): 3 clusters
  Score: Raw -112241250.421547 + Penalty 15871.666274 = -112225378.755274
  nChanged 101
		SP:Iteration 18Q (41824.570000 sec): 3 clusters
  Score: Raw -112241375.229190 + Penalty 15871.666274 = -112225503.562916
  nChanged 71
		SP:Iteration 19Q (41826.610000 sec): 3 clusters
  Score: Raw -112241463.520323 + Penalty 15871.666274 = -112225591.854049
  nChanged 36
		SP:Iteration 20F (41829.680000 sec): 3 clusters
  Score: Raw -112241516.545901 + Penalty 15871.666274 = -112225644.879627
  nChanged 35
		SP:Iteration 21Q (41831.730000 sec): 3 clusters
  Score: Raw -112241558.896395 + Penalty 15871.666274 = -112225687.230122
  nChanged 16
		SP:Iteration 22Q (41833.780000 sec): 3 clusters
  Score: Raw -112241576.138752 + Penalty 15871.666274 = -112225704.472478
  nChanged 11
		SP:Iteration 23Q (41835.840000 sec): 3 clusters
  Score: Raw -112241587.980710 + Penalty 15871.666274 = -112225716.314437
  nChanged 8
		SP:Iteration 24Q (41837.930000 sec): 3 clusters
  Score: Raw -112241597.733234 + Penalty 15871.666274 = -112225726.066960
  nChanged 8
		SP:Iteration 25Q (41839.990000 sec): 3 clusters
  Score: Raw -112241608.837835 + Penalty 15871.666274 = -112225737.171561
  nChanged 4
		SP:Iteration 26Q (41842.030000 sec): 3 clusters
  Score: Raw -112241613.468577 + Penalty 15871.666274 = -112225741.802304
  nChanged 3
		SP:Iteration 27Q (41844.080000 sec): 3 clusters
  Score: Raw -112241617.600584 + Penalty 15871.666274 = -112225745.934310
  nChanged 4
		SP:Iteration 28Q (41846.130000 sec): 3 clusters
  Score: Raw -112241621.131309 + Penalty 15871.666274 = -112225749.465035
  nChanged 1
		SP:Iteration 29Q (41848.180000 sec): 3 clusters
  Score: Raw -112241622.462729 + Penalty 15871.666274 = -112225750.796456
  nChanged 2
		SP:Iteration 30Q (41850.290000 sec): 3 clusters
  Score: Raw -112241624.717761 + Penalty 15871.666274 = -112225753.051487
  nChanged 4
		SP:Iteration 31Q (41852.420000 sec): 3 clusters
  Score: Raw -112241630.262818 + Penalty 15871.666274 = -112225758.596545
  nChanged 5
		SP:Iteration 32Q (41854.560000 sec): 3 clusters
  Score: Raw -112241635.206990 + Penalty 15871.666274 = -112225763.540717
  nChanged 3
		SP:Iteration 33Q (41856.690000 sec): 3 clusters
  Score: Raw -112241638.994454 + Penalty 15871.666274 = -112225767.328181
  nChanged 2
		SP:Iteration 34Q (41858.810000 sec): 3 clusters
  Score: Raw -112241641.346841 + Penalty 15871.666274 = -112225769.680568
  nChanged 2
		SP:Iteration 35Q (41860.870000 sec): 3 clusters
  Score: Raw -112241643.184013 + Penalty 15871.666274 = -112225771.517740
  nChanged 1
		SP:Iteration 36Q (41862.910000 sec): 3 clusters
  Score: Raw -112241644.851302 + Penalty 15871.666274 = -112225773.185028
  nChanged 1
		SP:Iteration 37Q (41865.020000 sec): 3 clusters
  Score: Raw -112241646.164462 + Penalty 15871.666274 = -112225774.498188
  nChanged 1
		SP:Iteration 38Q (41867.090000 sec): 3 clusters
  Score: Raw -112241647.122576 + Penalty 15871.666274 = -112225775.456303
  nChanged 0
		SP:Iteration 39F (41870.280000 sec): 3 clusters
  Score: Raw -112241647.122576 + Penalty 15871.666274 = -112225775.456303
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41870.850000 sec): 2 clusters
  Score: Raw -16165848.119890 + Penalty 6746.989514 = -16159101.130376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41871.310000 sec): 3 clusters
  Score: Raw -16130144.038600 + Penalty 13493.979027 = -16116650.059573
  nChanged 26984
		SP:Iteration 1F (41871.770000 sec): 3 clusters
  Score: Raw -16144474.963257 + Penalty 13493.979027 = -16130980.984230
  nChanged 2922
		SP:Iteration 2Q (41872.240000 sec): 3 clusters
  Score: Raw -16145408.453778 + Penalty 13493.979027 = -16131914.474751
  nChanged 2512
		SP:Iteration 3Q (41872.700000 sec): 3 clusters
  Score: Raw -16146243.370437 + Penalty 13493.979027 = -16132749.391410
  nChanged 2450
		SP:Iteration 4Q (41873.170000 sec): 3 clusters
  Score: Raw -16147175.777550 + Penalty 13493.979027 = -16133681.798523
  nChanged 2697
		SP:Iteration 5Q (41873.630000 sec): 3 clusters
  Score: Raw -16148407.400504 + Penalty 13493.979027 = -16134913.421477
  nChanged 3019
		SP:Iteration 6Q (41874.090000 sec): 3 clusters
  Score: Raw -16150017.760106 + Penalty 13493.979027 = -16136523.781079
  nChanged 3467
		SP:Iteration 7F (41874.550000 sec): 3 clusters
  Score: Raw -16152001.017828 + Penalty 13493.979027 = -16138507.038801
  nChanged 3661
		SP:Iteration 8F (41875.010000 sec): 3 clusters
  Score: Raw -16154291.463531 + Penalty 13493.979027 = -16140797.484504
  nChanged 3582
		SP:Iteration 9F (41875.470000 sec): 3 clusters
  Score: Raw -16156656.533246 + Penalty 13493.979027 = -16143162.554219
  nChanged 3314
		SP:Iteration 10F (41875.920000 sec): 3 clusters
  Score: Raw -16158871.122896 + Penalty 13493.979027 = -16145377.143869
  nChanged 2784
		SP:Iteration 11Q (41876.380000 sec): 3 clusters
  Score: Raw -16160751.060553 + Penalty 13493.979027 = -16147257.081526
  nChanged 2326
		SP:Iteration 12Q (41876.840000 sec): 3 clusters
  Score: Raw -16162385.011083 + Penalty 13493.979027 = -16148891.032056
  nChanged 1866
		SP:Iteration 13Q (41877.300000 sec): 3 clusters
  Score: Raw -16163676.978085 + Penalty 13493.979027 = -16150182.999058
  nChanged 1447
		SP:Iteration 14Q (41877.740000 sec): 3 clusters
  Score: Raw -16164674.307430 + Penalty 13493.979027 = -16151180.328403
  nChanged 1027
		SP:Iteration 15Q (41878.180000 sec): 3 clusters
  Score: Raw -16165423.728295 + Penalty 13493.979027 = -16151929.749268
  nChanged 759
		SP:Iteration 16Q (41878.590000 sec): 3 clusters
  Score: Raw -16165977.398601 + Penalty 13493.979027 = -16152483.419574
  nChanged 518
		SP:Iteration 17Q (41878.990000 sec): 3 clusters
  Score: Raw -16166385.310009 + Penalty 13493.979027 = -16152891.330982
  nChanged 380
		SP:Iteration 18Q (41879.370000 sec): 3 clusters
  Score: Raw -16166670.843218 + Penalty 13493.979027 = -16153176.864191
  nChanged 325
		SP:Iteration 19Q (41879.730000 sec): 3 clusters
  Score: Raw -16166883.462074 + Penalty 13493.979027 = -16153389.483047
  nChanged 237
		SP:Iteration 20F (41880.190000 sec): 3 clusters
  Score: Raw -16167053.192927 + Penalty 13493.979027 = -16153559.213900
  nChanged 184
		SP:Iteration 21Q (41880.540000 sec): 3 clusters
  Score: Raw -16167177.462816 + Penalty 13493.979027 = -16153683.483789
  nChanged 132
		SP:Iteration 22Q (41880.890000 sec): 3 clusters
  Score: Raw -16167262.088814 + Penalty 13493.979027 = -16153768.109787
  nChanged 101
		SP:Iteration 23Q (41881.230000 sec): 3 clusters
  Score: Raw -16167322.770434 + Penalty 13493.979027 = -16153828.791407
  nChanged 77
		SP:Iteration 24Q (41881.570000 sec): 3 clusters
  Score: Raw -16167370.869881 + Penalty 13493.979027 = -16153876.890854
  nChanged 61
		SP:Iteration 25Q (41881.910000 sec): 3 clusters
  Score: Raw -16167403.659479 + Penalty 13493.979027 = -16153909.680452
  nChanged 46
		SP:Iteration 26Q (41882.240000 sec): 3 clusters
  Score: Raw -16167426.456140 + Penalty 13493.979027 = -16153932.477113
  nChanged 45
		SP:Iteration 27Q (41882.580000 sec): 3 clusters
  Score: Raw -16167451.504816 + Penalty 13493.979027 = -16153957.525789
  nChanged 37
		SP:Iteration 28Q (41882.920000 sec): 3 clusters
  Score: Raw -16167469.666927 + Penalty 13493.979027 = -16153975.687900
  nChanged 27
		SP:Iteration 29Q (41883.250000 sec): 3 clusters
  Score: Raw -16167480.593681 + Penalty 13493.979027 = -16153986.614654
  nChanged 24
		SP:Iteration 30Q (41883.580000 sec): 3 clusters
  Score: Raw -16167490.299184 + Penalty 13493.979027 = -16153996.320157
  nChanged 21
		SP:Iteration 31Q (41883.910000 sec): 3 clusters
  Score: Raw -16167498.135230 + Penalty 13493.979027 = -16154004.156203
  nChanged 18
		SP:Iteration 32Q (41884.240000 sec): 3 clusters
  Score: Raw -16167506.538896 + Penalty 13493.979027 = -16154012.559869
  nChanged 13
		SP:Iteration 33Q (41884.580000 sec): 3 clusters
  Score: Raw -16167513.050243 + Penalty 13493.979027 = -16154019.071216
  nChanged 7
		SP:Iteration 34Q (41884.910000 sec): 3 clusters
  Score: Raw -16167515.695111 + Penalty 13493.979027 = -16154021.716084
  nChanged 3
		SP:Iteration 35Q (41885.240000 sec): 3 clusters
  Score: Raw -16167516.913749 + Penalty 13493.979027 = -16154022.934722
  nChanged 2
		SP:Iteration 36Q (41885.570000 sec): 3 clusters
  Score: Raw -16167517.674492 + Penalty 13493.979027 = -16154023.695465
  nChanged 2
		SP:Iteration 37Q (41885.910000 sec): 3 clusters
  Score: Raw -16167518.553342 + Penalty 13493.979027 = -16154024.574315
  nChanged 3
		SP:Iteration 38Q (41886.240000 sec): 3 clusters
  Score: Raw -16167520.029726 + Penalty 13493.979027 = -16154026.050699
  nChanged 2
		SP:Iteration 39Q (41886.570000 sec): 3 clusters
  Score: Raw -16167520.637005 + Penalty 13493.979027 = -16154026.657978
  nChanged 1
		SP:Iteration 40F (41887.020000 sec): 3 clusters
  Score: Raw -16167521.185424 + Penalty 13493.979027 = -16154027.206397
  nChanged 3
		SP:Iteration 41Q (41887.350000 sec): 3 clusters
  Score: Raw -16167522.209620 + Penalty 13493.979027 = -16154028.230593
  nChanged 1
		SP:Iteration 42Q (41887.680000 sec): 3 clusters
  Score: Raw -16167522.517952 + Penalty 13493.979027 = -16154028.538925
  nChanged 1
		SP:Iteration 43Q (41888.020000 sec): 3 clusters
  Score: Raw -16167522.795251 + Penalty 13493.979027 = -16154028.816224
  nChanged 2
		SP:Iteration 44Q (41888.350000 sec): 3 clusters
  Score: Raw -16167523.187238 + Penalty 13493.979027 = -16154029.208211
  nChanged 1
		SP:Iteration 45Q (41888.680000 sec): 3 clusters
  Score: Raw -16167523.783350 + Penalty 13493.979027 = -16154029.804323
  nChanged 1
		SP:Iteration 46Q (41889.010000 sec): 3 clusters
  Score: Raw -16167524.490809 + Penalty 13493.979027 = -16154030.511781
  nChanged 1
		SP:Iteration 47Q (41889.340000 sec): 3 clusters
  Score: Raw -16167525.007386 + Penalty 13493.979027 = -16154031.028359
  nChanged 0
		SP:Iteration 48F (41889.800000 sec): 3 clusters
  Score: Raw -16167525.007386 + Penalty 13493.979027 = -16154031.028359
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41889.920000 sec): 2 clusters
  Score: Raw -3997285.481903 + Penalty 5903.768433 = -3991381.713470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41890.040000 sec): 3 clusters
  Score: Raw -3989622.279644 + Penalty 11807.536865 = -3977814.742779
  nChanged 6053
		SP:Iteration 1F (41890.150000 sec): 3 clusters
  Score: Raw -3992996.067561 + Penalty 11807.536865 = -3981188.530696
  nChanged 1096
		SP:Iteration 2F (41890.270000 sec): 3 clusters
  Score: Raw -3993640.363620 + Penalty 11807.536865 = -3981832.826755
  nChanged 843
		SP:Iteration 3F (41890.390000 sec): 3 clusters
  Score: Raw -3994159.906905 + Penalty 11807.536865 = -3982352.370040
  nChanged 689
		SP:Iteration 4Q (41890.510000 sec): 3 clusters
  Score: Raw -3994638.509693 + Penalty 11807.536865 = -3982830.972827
  nChanged 677
		SP:Iteration 5Q (41890.630000 sec): 3 clusters
  Score: Raw -3995119.997242 + Penalty 11807.536865 = -3983312.460377
  nChanged 720
		SP:Iteration 6Q (41890.740000 sec): 3 clusters
  Score: Raw -3995668.684225 + Penalty 11807.536865 = -3983861.147360
  nChanged 750
		SP:Iteration 7Q (41890.850000 sec): 3 clusters
  Score: Raw -3996278.654389 + Penalty 11807.536865 = -3984471.117524
  nChanged 788
		SP:Iteration 8F (41890.970000 sec): 3 clusters
  Score: Raw -3996978.758445 + Penalty 11807.536865 = -3985171.221580
  nChanged 751
		SP:Iteration 9Q (41891.090000 sec): 3 clusters
  Score: Raw -3997649.072727 + Penalty 11807.536865 = -3985841.535862
  nChanged 724
		SP:Iteration 10Q (41891.200000 sec): 3 clusters
  Score: Raw -3998313.409397 + Penalty 11807.536865 = -3986505.872532
  nChanged 683
		SP:Iteration 11Q (41891.310000 sec): 3 clusters
  Score: Raw -3998949.546184 + Penalty 11807.536865 = -3987142.009319
  nChanged 548
		SP:Iteration 12Q (41891.420000 sec): 3 clusters
  Score: Raw -3999391.207284 + Penalty 11807.536865 = -3987583.670419
  nChanged 406
		SP:Iteration 13Q (41891.530000 sec): 3 clusters
  Score: Raw -3999653.593560 + Penalty 11807.536865 = -3987846.056695
  nChanged 284
		SP:Iteration 14Q (41891.640000 sec): 3 clusters
  Score: Raw -3999797.140254 + Penalty 11807.536865 = -3987989.603389
  nChanged 175
		SP:Iteration 15Q (41891.740000 sec): 3 clusters
  Score: Raw -3999871.269533 + Penalty 11807.536865 = -3988063.732668
  nChanged 144
		SP:Iteration 16Q (41891.850000 sec): 3 clusters
  Score: Raw -3999923.560910 + Penalty 11807.536865 = -3988116.024045
  nChanged 95
		SP:Iteration 17Q (41891.950000 sec): 3 clusters
  Score: Raw -3999958.486481 + Penalty 11807.536865 = -3988150.949616
  nChanged 79
		SP:Iteration 18Q (41892.050000 sec): 3 clusters
  Score: Raw -3999982.437370 + Penalty 11807.536865 = -3988174.900505
  nChanged 67
		SP:Iteration 19Q (41892.160000 sec): 3 clusters
  Score: Raw -4000003.255813 + Penalty 11807.536865 = -3988195.718948
  nChanged 42
		SP:Iteration 20F (41892.280000 sec): 3 clusters
  Score: Raw -4000013.964870 + Penalty 11807.536865 = -3988206.428004
  nChanged 35
		SP:Iteration 21Q (41892.380000 sec): 3 clusters
  Score: Raw -4000026.016445 + Penalty 11807.536865 = -3988218.479580
  nChanged 36
		SP:Iteration 22Q (41892.490000 sec): 3 clusters
  Score: Raw -4000034.817243 + Penalty 11807.536865 = -3988227.280377
  nChanged 26
		SP:Iteration 23Q (41892.600000 sec): 3 clusters
  Score: Raw -4000039.874741 + Penalty 11807.536865 = -3988232.337875
  nChanged 18
		SP:Iteration 24Q (41892.700000 sec): 3 clusters
  Score: Raw -4000043.233239 + Penalty 11807.536865 = -3988235.696374
  nChanged 14
		SP:Iteration 25Q (41892.800000 sec): 3 clusters
  Score: Raw -4000046.317409 + Penalty 11807.536865 = -3988238.780544
  nChanged 9
		SP:Iteration 26Q (41892.910000 sec): 3 clusters
  Score: Raw -4000048.592005 + Penalty 11807.536865 = -3988241.055140
  nChanged 6
		SP:Iteration 27Q (41893.010000 sec): 3 clusters
  Score: Raw -4000050.053578 + Penalty 11807.536865 = -3988242.516712
  nChanged 6
		SP:Iteration 28Q (41893.120000 sec): 3 clusters
  Score: Raw -4000051.794634 + Penalty 11807.536865 = -3988244.257768
  nChanged 6
		SP:Iteration 29Q (41893.220000 sec): 3 clusters
  Score: Raw -4000053.643172 + Penalty 11807.536865 = -3988246.106306
  nChanged 6
		SP:Iteration 30Q (41893.320000 sec): 3 clusters
  Score: Raw -4000054.993013 + Penalty 11807.536865 = -3988247.456148
  nChanged 4
		SP:Iteration 31Q (41893.430000 sec): 3 clusters
  Score: Raw -4000055.627135 + Penalty 11807.536865 = -3988248.090270
  nChanged 3
		SP:Iteration 32Q (41893.530000 sec): 3 clusters
  Score: Raw -4000056.665698 + Penalty 11807.536865 = -3988249.128833
  nChanged 3
		SP:Iteration 33Q (41893.630000 sec): 3 clusters
  Score: Raw -4000057.564805 + Penalty 11807.536865 = -3988250.027940
  nChanged 7
		SP:Iteration 34Q (41893.740000 sec): 3 clusters
  Score: Raw -4000059.511496 + Penalty 11807.536865 = -3988251.974631
  nChanged 2
		SP:Iteration 35Q (41893.840000 sec): 3 clusters
  Score: Raw -4000059.916880 + Penalty 11807.536865 = -3988252.380015
  nChanged 1
		SP:Iteration 36Q (41893.940000 sec): 3 clusters
  Score: Raw -4000060.177597 + Penalty 11807.536865 = -3988252.640732
  nChanged 0
		SP:Iteration 37F (41894.060000 sec): 3 clusters
  Score: Raw -4000060.177597 + Penalty 11807.536865 = -3988252.640732
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41895.460000 sec): 2 clusters
  Score: Raw -57604968.701023 + Penalty 7523.009249 = -57597445.691774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41897.110000 sec): 3 clusters
  Score: Raw -57467286.052078 + Penalty 15046.018498 = -57452240.033580
  nChanged 101977
		SP:Iteration 1F (41898.760000 sec): 3 clusters
  Score: Raw -57525182.193667 + Penalty 15046.018498 = -57510136.175169
  nChanged 7194
		SP:Iteration 2Q (41900.420000 sec): 3 clusters
  Score: Raw -57527001.935526 + Penalty 15046.018498 = -57511955.917028
  nChanged 7663
		SP:Iteration 3Q (41902.080000 sec): 3 clusters
  Score: Raw -57529339.918367 + Penalty 15046.018498 = -57514293.899869
  nChanged 8868
		SP:Iteration 4Q (41903.730000 sec): 3 clusters
  Score: Raw -57532670.593345 + Penalty 15046.018498 = -57517624.574847
  nChanged 10685
		SP:Iteration 5Q (41905.390000 sec): 3 clusters
  Score: Raw -57537620.369251 + Penalty 15046.018498 = -57522574.350753
  nChanged 12510
		SP:Iteration 6F (41907.030000 sec): 3 clusters
  Score: Raw -57544114.839067 + Penalty 15046.018498 = -57529068.820569
  nChanged 13510
		SP:Iteration 7F (41908.680000 sec): 3 clusters
  Score: Raw -57551498.015794 + Penalty 15046.018498 = -57536451.997296
  nChanged 13500
		SP:Iteration 8F (41910.320000 sec): 3 clusters
  Score: Raw -57559263.972070 + Penalty 15046.018498 = -57544217.953572
  nChanged 12540
		SP:Iteration 9F (41911.940000 sec): 3 clusters
  Score: Raw -57567159.867508 + Penalty 15046.018498 = -57552113.849010
  nChanged 11655
		SP:Iteration 10F (41913.540000 sec): 3 clusters
  Score: Raw -57575723.848753 + Penalty 15046.018498 = -57560677.830255
  nChanged 10544
		SP:Iteration 11Q (41915.140000 sec): 3 clusters
  Score: Raw -57584759.457120 + Penalty 15046.018498 = -57569713.438622
  nChanged 8661
		SP:Iteration 12Q (41916.720000 sec): 3 clusters
  Score: Raw -57592919.306582 + Penalty 15046.018498 = -57577873.288084
  nChanged 6564
		SP:Iteration 13Q (41918.220000 sec): 3 clusters
  Score: Raw -57599221.783172 + Penalty 15046.018498 = -57584175.764674
  nChanged 4682
		SP:Iteration 14Q (41919.620000 sec): 3 clusters
  Score: Raw -57603266.750014 + Penalty 15046.018498 = -57588220.731516
  nChanged 3201
		SP:Iteration 15Q (41920.930000 sec): 3 clusters
  Score: Raw -57605510.626744 + Penalty 15046.018498 = -57590464.608246
  nChanged 2169
		SP:Iteration 16Q (41922.180000 sec): 3 clusters
  Score: Raw -57606859.971319 + Penalty 15046.018498 = -57591813.952821
  nChanged 1639
		SP:Iteration 17Q (41923.390000 sec): 3 clusters
  Score: Raw -57607740.184651 + Penalty 15046.018498 = -57592694.166153
  nChanged 1250
		SP:Iteration 18Q (41924.580000 sec): 3 clusters
  Score: Raw -57608309.130508 + Penalty 15046.018498 = -57593263.112010
  nChanged 996
		SP:Iteration 19Q (41925.750000 sec): 3 clusters
  Score: Raw -57608725.793283 + Penalty 15046.018498 = -57593679.774785
  nChanged 819
		SP:Iteration 20F (41927.340000 sec): 3 clusters
  Score: Raw -57609017.519575 + Penalty 15046.018498 = -57593971.501077
  nChanged 631
		SP:Iteration 21Q (41928.490000 sec): 3 clusters
  Score: Raw -57609209.599523 + Penalty 15046.018498 = -57594163.581025
  nChanged 488
		SP:Iteration 22Q (41929.630000 sec): 3 clusters
  Score: Raw -57609342.415453 + Penalty 15046.018498 = -57594296.396955
  nChanged 379
		SP:Iteration 23Q (41930.760000 sec): 3 clusters
  Score: Raw -57609428.866278 + Penalty 15046.018498 = -57594382.847780
  nChanged 298
		SP:Iteration 24Q (41931.890000 sec): 3 clusters
  Score: Raw -57609487.736763 + Penalty 15046.018498 = -57594441.718265
  nChanged 249
		SP:Iteration 25Q (41933.010000 sec): 3 clusters
  Score: Raw -57609531.931011 + Penalty 15046.018498 = -57594485.912513
  nChanged 174
		SP:Iteration 26Q (41934.140000 sec): 3 clusters
  Score: Raw -57609563.059594 + Penalty 15046.018498 = -57594517.041096
  nChanged 160
		SP:Iteration 27Q (41935.280000 sec): 3 clusters
  Score: Raw -57609589.571277 + Penalty 15046.018498 = -57594543.552779
  nChanged 133
		SP:Iteration 28Q (41936.430000 sec): 3 clusters
  Score: Raw -57609609.910782 + Penalty 15046.018498 = -57594563.892284
  nChanged 105
		SP:Iteration 29Q (41937.580000 sec): 3 clusters
  Score: Raw -57609624.766042 + Penalty 15046.018498 = -57594578.747544
  nChanged 85
		SP:Iteration 30Q (41938.700000 sec): 3 clusters
  Score: Raw -57609635.725431 + Penalty 15046.018498 = -57594589.706933
  nChanged 66
		SP:Iteration 31Q (41939.840000 sec): 3 clusters
  Score: Raw -57609643.568809 + Penalty 15046.018498 = -57594597.550310
  nChanged 59
		SP:Iteration 32Q (41940.960000 sec): 3 clusters
  Score: Raw -57609650.627693 + Penalty 15046.018498 = -57594604.609195
  nChanged 45
		SP:Iteration 33Q (41942.080000 sec): 3 clusters
  Score: Raw -57609656.711938 + Penalty 15046.018498 = -57594610.693440
  nChanged 44
		SP:Iteration 34Q (41943.200000 sec): 3 clusters
  Score: Raw -57609662.592294 + Penalty 15046.018498 = -57594616.573796
  nChanged 43
		SP:Iteration 35Q (41944.330000 sec): 3 clusters
  Score: Raw -57609667.017531 + Penalty 15046.018498 = -57594620.999033
  nChanged 39
		SP:Iteration 36Q (41945.460000 sec): 3 clusters
  Score: Raw -57609671.587435 + Penalty 15046.018498 = -57594625.568937
  nChanged 26
		SP:Iteration 37Q (41946.570000 sec): 3 clusters
  Score: Raw -57609674.423632 + Penalty 15046.018498 = -57594628.405134
  nChanged 17
		SP:Iteration 38Q (41947.700000 sec): 3 clusters
  Score: Raw -57609676.606814 + Penalty 15046.018498 = -57594630.588316
  nChanged 21
		SP:Iteration 39Q (41948.810000 sec): 3 clusters
  Score: Raw -57609678.922565 + Penalty 15046.018498 = -57594632.904067
  nChanged 18
		SP:Iteration 40F (41950.390000 sec): 3 clusters
  Score: Raw -57609680.557142 + Penalty 15046.018498 = -57594634.538644
  nChanged 18
		SP:Iteration 41Q (41951.520000 sec): 3 clusters
  Score: Raw -57609682.214341 + Penalty 15046.018498 = -57594636.195843
  nChanged 18
		SP:Iteration 42Q (41952.640000 sec): 3 clusters
  Score: Raw -57609683.941725 + Penalty 15046.018498 = -57594637.923227
  nChanged 12
		SP:Iteration 43Q (41953.760000 sec): 3 clusters
  Score: Raw -57609684.947826 + Penalty 15046.018498 = -57594638.929328
  nChanged 11
		SP:Iteration 44Q (41954.870000 sec): 3 clusters
  Score: Raw -57609686.077358 + Penalty 15046.018498 = -57594640.058860
  nChanged 13
		SP:Iteration 45Q (41955.990000 sec): 3 clusters
  Score: Raw -57609687.303966 + Penalty 15046.018498 = -57594641.285468
  nChanged 13
		SP:Iteration 46Q (41957.100000 sec): 3 clusters
  Score: Raw -57609688.310324 + Penalty 15046.018498 = -57594642.291826
  nChanged 7
		SP:Iteration 47Q (41958.250000 sec): 3 clusters
  Score: Raw -57609688.905207 + Penalty 15046.018498 = -57594642.886709
  nChanged 6
		SP:Iteration 48Q (41959.400000 sec): 3 clusters
  Score: Raw -57609689.466848 + Penalty 15046.018498 = -57594643.448350
  nChanged 6
		SP:Iteration 49Q (41960.550000 sec): 3 clusters
  Score: Raw -57609690.154938 + Penalty 15046.018498 = -57594644.136440
  nChanged 8
		SP:Iteration 50Q (41961.690000 sec): 3 clusters
  Score: Raw -57609691.014540 + Penalty 15046.018498 = -57594644.996042
  nChanged 7
		SP:Iteration 51Q (41962.810000 sec): 3 clusters
  Score: Raw -57609691.628251 + Penalty 15046.018498 = -57594645.609753
  nChanged 6
		SP:Iteration 52Q (41963.940000 sec): 3 clusters
  Score: Raw -57609691.989567 + Penalty 15046.018498 = -57594645.971069
  nChanged 3
		SP:Iteration 53Q (41965.050000 sec): 3 clusters
  Score: Raw -57609692.274155 + Penalty 15046.018498 = -57594646.255657
  nChanged 6
		SP:Iteration 54Q (41966.180000 sec): 3 clusters
  Score: Raw -57609692.886644 + Penalty 15046.018498 = -57594646.868146
  nChanged 5
		SP:Iteration 55Q (41967.290000 sec): 3 clusters
  Score: Raw -57609693.469269 + Penalty 15046.018498 = -57594647.450771
  nChanged 6
		SP:Iteration 56Q (41968.400000 sec): 3 clusters
  Score: Raw -57609694.237022 + Penalty 15046.018498 = -57594648.218524
  nChanged 6
		SP:Iteration 57Q (41969.510000 sec): 3 clusters
  Score: Raw -57609694.921106 + Penalty 15046.018498 = -57594648.902608
  nChanged 8
		SP:Iteration 58Q (41970.620000 sec): 3 clusters
  Score: Raw -57609695.823872 + Penalty 15046.018498 = -57594649.805374
  nChanged 8
		SP:Iteration 59Q (41971.740000 sec): 3 clusters
  Score: Raw -57609696.803359 + Penalty 15046.018498 = -57594650.784861
  nChanged 10
		SP:Iteration 60F (41973.380000 sec): 3 clusters
  Score: Raw -57609698.001564 + Penalty 15046.018498 = -57594651.983066
  nChanged 10
		SP:Iteration 61Q (41974.530000 sec): 3 clusters
  Score: Raw -57609698.775105 + Penalty 15046.018498 = -57594652.756607
  nChanged 7
		SP:Iteration 62Q (41975.650000 sec): 3 clusters
  Score: Raw -57609699.522723 + Penalty 15046.018498 = -57594653.504225
  nChanged 9
		SP:Iteration 63Q (41976.770000 sec): 3 clusters
  Score: Raw -57609700.723741 + Penalty 15046.018498 = -57594654.705243
  nChanged 11
		SP:Iteration 64Q (41977.890000 sec): 3 clusters
  Score: Raw -57609701.791963 + Penalty 15046.018498 = -57594655.773465
  nChanged 14
		SP:Iteration 65Q (41979.020000 sec): 3 clusters
  Score: Raw -57609703.106717 + Penalty 15046.018498 = -57594657.088219
  nChanged 8
		SP:Iteration 66Q (41980.150000 sec): 3 clusters
  Score: Raw -57609703.716084 + Penalty 15046.018498 = -57594657.697586
  nChanged 3
		SP:Iteration 67Q (41981.290000 sec): 3 clusters
  Score: Raw -57609703.977210 + Penalty 15046.018498 = -57594657.958712
  nChanged 2
		SP:Iteration 68Q (41982.410000 sec): 3 clusters
  Score: Raw -57609704.172021 + Penalty 15046.018498 = -57594658.153523
  nChanged 3
		SP:Iteration 69Q (41983.520000 sec): 3 clusters
  Score: Raw -57609704.465057 + Penalty 15046.018498 = -57594658.446559
  nChanged 5
		SP:Iteration 70Q (41984.640000 sec): 3 clusters
  Score: Raw -57609704.907807 + Penalty 15046.018498 = -57594658.889309
  nChanged 3
		SP:Iteration 71Q (41985.750000 sec): 3 clusters
  Score: Raw -57609705.184211 + Penalty 15046.018498 = -57594659.165713
  nChanged 2
		SP:Iteration 72Q (41986.860000 sec): 3 clusters
  Score: Raw -57609705.521180 + Penalty 15046.018498 = -57594659.502682
  nChanged 4
		SP:Iteration 73Q (41987.970000 sec): 3 clusters
  Score: Raw -57609705.908126 + Penalty 15046.018498 = -57594659.889628
  nChanged 10
		SP:Iteration 74Q (41989.080000 sec): 3 clusters
  Score: Raw -57609706.999855 + Penalty 15046.018498 = -57594660.981357
  nChanged 10
		SP:Iteration 75Q (41990.190000 sec): 3 clusters
  Score: Raw -57609707.884540 + Penalty 15046.018498 = -57594661.866041
  nChanged 12
		SP:Iteration 76Q (41991.320000 sec): 3 clusters
  Score: Raw -57609708.821094 + Penalty 15046.018498 = -57594662.802596
  nChanged 10
		SP:Iteration 77Q (41992.440000 sec): 3 clusters
  Score: Raw -57609709.796790 + Penalty 15046.018498 = -57594663.778292
  nChanged 9
		SP:Iteration 78Q (41993.570000 sec): 3 clusters
  Score: Raw -57609710.735699 + Penalty 15046.018498 = -57594664.717201
  nChanged 13
		SP:Iteration 79Q (41994.680000 sec): 3 clusters
  Score: Raw -57609712.014656 + Penalty 15046.018498 = -57594665.996158
  nChanged 12
		SP:Iteration 80F (41996.270000 sec): 3 clusters
  Score: Raw -57609712.938502 + Penalty 15046.018498 = -57594666.920004
  nChanged 9
		SP:Iteration 81Q (41997.410000 sec): 3 clusters
  Score: Raw -57609713.934368 + Penalty 15046.018498 = -57594667.915870
  nChanged 7
		SP:Iteration 82Q (41998.520000 sec): 3 clusters
  Score: Raw -57609714.654346 + Penalty 15046.018498 = -57594668.635848
  nChanged 6
		SP:Iteration 83Q (41999.630000 sec): 3 clusters
  Score: Raw -57609715.071738 + Penalty 15046.018498 = -57594669.053240
  nChanged 5
		SP:Iteration 84Q (42000.740000 sec): 3 clusters
  Score: Raw -57609715.601348 + Penalty 15046.018498 = -57594669.582850
  nChanged 3
		SP:Iteration 85Q (42001.850000 sec): 3 clusters
  Score: Raw -57609715.840451 + Penalty 15046.018498 = -57594669.821953
  nChanged 2
		SP:Iteration 86Q (42002.960000 sec): 3 clusters
  Score: Raw -57609715.997309 + Penalty 15046.018498 = -57594669.978811
  nChanged 1
		SP:Iteration 87Q (42004.070000 sec): 3 clusters
  Score: Raw -57609716.054375 + Penalty 15046.018498 = -57594670.035877
  nChanged 0
		SP:Iteration 88F (42005.670000 sec): 3 clusters
  Score: Raw -57609716.054375 + Penalty 15046.018498 = -57594670.035877
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42005.870000 sec): 2 clusters
  Score: Raw -3146187.201959 + Penalty 5766.983259 = -3140420.218700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42005.960000 sec): 3 clusters
  Score: Raw -3140344.343773 + Penalty 11533.966518 = -3128810.377255
  nChanged 4635
		SP:Iteration 1F (42006.050000 sec): 3 clusters
  Score: Raw -3143306.018114 + Penalty 11533.966518 = -3131772.051595
  nChanged 1049
		SP:Iteration 2F (42006.130000 sec): 3 clusters
  Score: Raw -3144123.958273 + Penalty 11533.966518 = -3132589.991754
  nChanged 800
		SP:Iteration 3F (42006.220000 sec): 3 clusters
  Score: Raw -3144751.503482 + Penalty 11533.966518 = -3133217.536964
  nChanged 655
		SP:Iteration 4F (42006.310000 sec): 3 clusters
  Score: Raw -3145295.549201 + Penalty 11533.966518 = -3133761.582682
  nChanged 618
		SP:Iteration 5F (42006.400000 sec): 3 clusters
  Score: Raw -3145815.731239 + Penalty 11533.966518 = -3134281.764721
  nChanged 563
		SP:Iteration 6Q (42006.490000 sec): 3 clusters
  Score: Raw -3146340.260247 + Penalty 11533.966518 = -3134806.293729
  nChanged 583
		SP:Iteration 7Q (42006.570000 sec): 3 clusters
  Score: Raw -3146913.011056 + Penalty 11533.966518 = -3135379.044538
  nChanged 538
		SP:Iteration 8Q (42006.660000 sec): 3 clusters
  Score: Raw -3147433.685531 + Penalty 11533.966518 = -3135899.719013
  nChanged 556
		SP:Iteration 9Q (42006.740000 sec): 3 clusters
  Score: Raw -3147940.038651 + Penalty 11533.966518 = -3136406.072133
  nChanged 457
		SP:Iteration 10Q (42006.830000 sec): 3 clusters
  Score: Raw -3148324.548622 + Penalty 11533.966518 = -3136790.582104
  nChanged 388
		SP:Iteration 11Q (42006.910000 sec): 3 clusters
  Score: Raw -3148650.787999 + Penalty 11533.966518 = -3137116.821481
  nChanged 308
		SP:Iteration 12Q (42006.990000 sec): 3 clusters
  Score: Raw -3148885.674932 + Penalty 11533.966518 = -3137351.708413
  nChanged 269
		SP:Iteration 13Q (42007.070000 sec): 3 clusters
  Score: Raw -3149050.921936 + Penalty 11533.966518 = -3137516.955418
  nChanged 204
		SP:Iteration 14Q (42007.150000 sec): 3 clusters
  Score: Raw -3149178.127927 + Penalty 11533.966518 = -3137644.161409
  nChanged 175
		SP:Iteration 15Q (42007.230000 sec): 3 clusters
  Score: Raw -3149278.244375 + Penalty 11533.966518 = -3137744.277856
  nChanged 128
		SP:Iteration 16Q (42007.310000 sec): 3 clusters
  Score: Raw -3149347.374875 + Penalty 11533.966518 = -3137813.408357
  nChanged 119
		SP:Iteration 17Q (42007.390000 sec): 3 clusters
  Score: Raw -3149406.570810 + Penalty 11533.966518 = -3137872.604292
  nChanged 74
		SP:Iteration 18Q (42007.470000 sec): 3 clusters
  Score: Raw -3149439.362563 + Penalty 11533.966518 = -3137905.396045
  nChanged 58
		SP:Iteration 19Q (42007.550000 sec): 3 clusters
  Score: Raw -3149460.678307 + Penalty 11533.966518 = -3137926.711788
  nChanged 53
		SP:Iteration 20F (42007.640000 sec): 3 clusters
  Score: Raw -3149481.984284 + Penalty 11533.966518 = -3137948.017765
  nChanged 51
		SP:Iteration 21Q (42007.720000 sec): 3 clusters
  Score: Raw -3149506.015072 + Penalty 11533.966518 = -3137972.048554
  nChanged 51
		SP:Iteration 22Q (42007.790000 sec): 3 clusters
  Score: Raw -3149524.463884 + Penalty 11533.966518 = -3137990.497366
  nChanged 33
		SP:Iteration 23Q (42007.870000 sec): 3 clusters
  Score: Raw -3149539.433445 + Penalty 11533.966518 = -3138005.466927
  nChanged 37
		SP:Iteration 24Q (42007.950000 sec): 3 clusters
  Score: Raw -3149556.563369 + Penalty 11533.966518 = -3138022.596850
  nChanged 35
		SP:Iteration 25Q (42008.030000 sec): 3 clusters
  Score: Raw -3149570.870664 + Penalty 11533.966518 = -3138036.904146
  nChanged 33
		SP:Iteration 26Q (42008.110000 sec): 3 clusters
  Score: Raw -3149584.170824 + Penalty 11533.966518 = -3138050.204306
  nChanged 21
		SP:Iteration 27Q (42008.190000 sec): 3 clusters
  Score: Raw -3149591.926690 + Penalty 11533.966518 = -3138057.960172
  nChanged 24
		SP:Iteration 28Q (42008.270000 sec): 3 clusters
  Score: Raw -3149602.221379 + Penalty 11533.966518 = -3138068.254860
  nChanged 28
		SP:Iteration 29Q (42008.350000 sec): 3 clusters
  Score: Raw -3149612.711186 + Penalty 11533.966518 = -3138078.744668
  nChanged 17
		SP:Iteration 30Q (42008.420000 sec): 3 clusters
  Score: Raw -3149618.642553 + Penalty 11533.966518 = -3138084.676035
  nChanged 13
		SP:Iteration 31Q (42008.500000 sec): 3 clusters
  Score: Raw -3149623.439719 + Penalty 11533.966518 = -3138089.473201
  nChanged 16
		SP:Iteration 32Q (42008.580000 sec): 3 clusters
  Score: Raw -3149628.576829 + Penalty 11533.966518 = -3138094.610311
  nChanged 7
		SP:Iteration 33Q (42008.660000 sec): 3 clusters
  Score: Raw -3149630.243722 + Penalty 11533.966518 = -3138096.277203
  nChanged 8
		SP:Iteration 34Q (42008.730000 sec): 3 clusters
  Score: Raw -3149632.712956 + Penalty 11533.966518 = -3138098.746437
  nChanged 6
		SP:Iteration 35Q (42008.810000 sec): 3 clusters
  Score: Raw -3149634.336936 + Penalty 11533.966518 = -3138100.370417
  nChanged 5
		SP:Iteration 36Q (42008.890000 sec): 3 clusters
  Score: Raw -3149635.236040 + Penalty 11533.966518 = -3138101.269522
  nChanged 0
		SP:Iteration 37F (42008.980000 sec): 3 clusters
  Score: Raw -3149635.236040 + Penalty 11533.966518 = -3138101.269522
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (20850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42009.120000 sec): 2 clusters
  Score: Raw -5556518.601992 + Penalty 6091.379402 = -5550427.222591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42009.270000 sec): 3 clusters
  Score: Raw -5545606.377516 + Penalty 12182.758803 = -5533423.618713
  nChanged 8491
		SP:Iteration 1F (42009.420000 sec): 3 clusters
  Score: Raw -5550650.410174 + Penalty 12182.758803 = -5538467.651371
  nChanged 1843
		SP:Iteration 2F (42009.570000 sec): 3 clusters
  Score: Raw -5552380.032992 + Penalty 12182.758803 = -5540197.274188
  nChanged 1827
		SP:Iteration 3F (42009.730000 sec): 3 clusters
  Score: Raw -5554360.746797 + Penalty 12182.758803 = -5542177.987993
  nChanged 1850
		SP:Iteration 4F (42009.890000 sec): 3 clusters
  Score: Raw -5556285.352095 + Penalty 12182.758803 = -5544102.593292
  nChanged 1525
		SP:Iteration 5F (42010.050000 sec): 3 clusters
  Score: Raw -5557563.982865 + Penalty 12182.758803 = -5545381.224062
  nChanged 1103
		SP:Iteration 6F (42010.200000 sec): 3 clusters
  Score: Raw -5558279.913638 + Penalty 12182.758803 = -5546097.154835
  nChanged 723
		SP:Iteration 7Q (42010.360000 sec): 3 clusters
  Score: Raw -5558630.450780 + Penalty 12182.758803 = -5546447.691976
  nChanged 440
		SP:Iteration 8Q (42010.510000 sec): 3 clusters
  Score: Raw -5558787.548763 + Penalty 12182.758803 = -5546604.789960
  nChanged 287
		SP:Iteration 9Q (42010.670000 sec): 3 clusters
  Score: Raw -5558873.953237 + Penalty 12182.758803 = -5546691.194434
  nChanged 193
		SP:Iteration 10Q (42010.820000 sec): 3 clusters
  Score: Raw -5558924.331470 + Penalty 12182.758803 = -5546741.572666
  nChanged 135
		SP:Iteration 11Q (42010.970000 sec): 3 clusters
  Score: Raw -5558961.685642 + Penalty 12182.758803 = -5546778.926839
  nChanged 119
		SP:Iteration 12Q (42011.130000 sec): 3 clusters
  Score: Raw -5558989.964061 + Penalty 12182.758803 = -5546807.205258
  nChanged 88
		SP:Iteration 13Q (42011.280000 sec): 3 clusters
  Score: Raw -5559009.249561 + Penalty 12182.758803 = -5546826.490757
  nChanged 77
		SP:Iteration 14Q (42011.440000 sec): 3 clusters
  Score: Raw -5559026.131763 + Penalty 12182.758803 = -5546843.372960
  nChanged 80
		SP:Iteration 15Q (42011.590000 sec): 3 clusters
  Score: Raw -5559042.187442 + Penalty 12182.758803 = -5546859.428639
  nChanged 60
		SP:Iteration 16Q (42011.740000 sec): 3 clusters
  Score: Raw -5559055.383522 + Penalty 12182.758803 = -5546872.624719
  nChanged 51
		SP:Iteration 17Q (42011.890000 sec): 3 clusters
  Score: Raw -5559065.849776 + Penalty 12182.758803 = -5546883.090973
  nChanged 43
		SP:Iteration 18Q (42012.040000 sec): 3 clusters
  Score: Raw -5559073.450136 + Penalty 12182.758803 = -5546890.691333
  nChanged 40
		SP:Iteration 19Q (42012.190000 sec): 3 clusters
  Score: Raw -5559079.473654 + Penalty 12182.758803 = -5546896.714850
  nChanged 19
		SP:Iteration 20F (42012.340000 sec): 3 clusters
  Score: Raw -5559082.417910 + Penalty 12182.758803 = -5546899.659107
  nChanged 20
		SP:Iteration 21Q (42012.490000 sec): 3 clusters
  Score: Raw -5559086.002051 + Penalty 12182.758803 = -5546903.243248
  nChanged 20
		SP:Iteration 22Q (42012.630000 sec): 3 clusters
  Score: Raw -5559088.988600 + Penalty 12182.758803 = -5546906.229796
  nChanged 16
		SP:Iteration 23Q (42012.780000 sec): 3 clusters
  Score: Raw -5559091.262913 + Penalty 12182.758803 = -5546908.504109
  nChanged 10
		SP:Iteration 24Q (42012.940000 sec): 3 clusters
  Score: Raw -5559092.440344 + Penalty 12182.758803 = -5546909.681541
  nChanged 11
		SP:Iteration 25Q (42013.090000 sec): 3 clusters
  Score: Raw -5559094.037201 + Penalty 12182.758803 = -5546911.278398
  nChanged 7
		SP:Iteration 26Q (42013.230000 sec): 3 clusters
  Score: Raw -5559095.470316 + Penalty 12182.758803 = -5546912.711513
  nChanged 12
		SP:Iteration 27Q (42013.380000 sec): 3 clusters
  Score: Raw -5559097.498031 + Penalty 12182.758803 = -5546914.739228
  nChanged 17
		SP:Iteration 28Q (42013.530000 sec): 3 clusters
  Score: Raw -5559099.766738 + Penalty 12182.758803 = -5546917.007934
  nChanged 12
		SP:Iteration 29Q (42013.680000 sec): 3 clusters
  Score: Raw -5559101.372926 + Penalty 12182.758803 = -5546918.614123
  nChanged 7
		SP:Iteration 30Q (42013.820000 sec): 3 clusters
  Score: Raw -5559102.545273 + Penalty 12182.758803 = -5546919.786470
  nChanged 10
		SP:Iteration 31Q (42013.970000 sec): 3 clusters
  Score: Raw -5559104.063466 + Penalty 12182.758803 = -5546921.304663
  nChanged 11
		SP:Iteration 32Q (42014.120000 sec): 3 clusters
  Score: Raw -5559105.494450 + Penalty 12182.758803 = -5546922.735646
  nChanged 10
		SP:Iteration 33Q (42014.270000 sec): 3 clusters
  Score: Raw -5559106.901538 + Penalty 12182.758803 = -5546924.142735
  nChanged 10
		SP:Iteration 34Q (42014.410000 sec): 3 clusters
  Score: Raw -5559108.106621 + Penalty 12182.758803 = -5546925.347818
  nChanged 8
		SP:Iteration 35Q (42014.560000 sec): 3 clusters
  Score: Raw -5559109.196128 + Penalty 12182.758803 = -5546926.437325
  nChanged 4
		SP:Iteration 36Q (42014.700000 sec): 3 clusters
  Score: Raw -5559109.638587 + Penalty 12182.758803 = -5546926.879784
  nChanged 4
		SP:Iteration 37Q (42014.850000 sec): 3 clusters
  Score: Raw -5559110.043915 + Penalty 12182.758803 = -5546927.285111
  nChanged 4
		SP:Iteration 38Q (42015.000000 sec): 3 clusters
  Score: Raw -5559110.526768 + Penalty 12182.758803 = -5546927.767964
  nChanged 3
		SP:Iteration 39Q (42015.150000 sec): 3 clusters
  Score: Raw -5559110.897552 + Penalty 12182.758803 = -5546928.138749
  nChanged 3
		SP:Iteration 40F (42015.300000 sec): 3 clusters
  Score: Raw -5559111.325447 + Penalty 12182.758803 = -5546928.566643
  nChanged 1
		SP:Iteration 41Q (42015.450000 sec): 3 clusters
  Score: Raw -5559111.414818 + Penalty 12182.758803 = -5546928.656014
  nChanged 0
		SP:Iteration 42F (42015.600000 sec): 3 clusters
  Score: Raw -5559111.414818 + Penalty 12182.758803 = -5546928.656014
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42015.650000 sec): 2 clusters
  Score: Raw -1484231.312598 + Penalty 5300.678296 = -1478930.634302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42015.690000 sec): 3 clusters
  Score: Raw -1482058.550982 + Penalty 10601.356592 = -1471457.194390
  nChanged 1860
		SP:Iteration 1F (42015.730000 sec): 3 clusters
  Score: Raw -1483333.516399 + Penalty 10601.356592 = -1472732.159807
  nChanged 435
		SP:Iteration 2F (42015.770000 sec): 3 clusters
  Score: Raw -1483733.546078 + Penalty 10601.356592 = -1473132.189486
  nChanged 269
		SP:Iteration 3Q (42015.810000 sec): 3 clusters
  Score: Raw -1483947.570928 + Penalty 10601.356592 = -1473346.214336
  nChanged 175
		SP:Iteration 4Q (42015.850000 sec): 3 clusters
  Score: Raw -1484088.602725 + Penalty 10601.356592 = -1473487.246133
  nChanged 136
		SP:Iteration 5Q (42015.890000 sec): 3 clusters
  Score: Raw -1484194.325770 + Penalty 10601.356592 = -1473592.969178
  nChanged 123
		SP:Iteration 6Q (42015.930000 sec): 3 clusters
  Score: Raw -1484288.612732 + Penalty 10601.356592 = -1473687.256140
  nChanged 114
		SP:Iteration 7Q (42015.970000 sec): 3 clusters
  Score: Raw -1484376.471636 + Penalty 10601.356592 = -1473775.115044
  nChanged 105
		SP:Iteration 8Q (42016.010000 sec): 3 clusters
  Score: Raw -1484449.850598 + Penalty 10601.356592 = -1473848.494006
  nChanged 91
		SP:Iteration 9Q (42016.050000 sec): 3 clusters
  Score: Raw -1484520.309185 + Penalty 10601.356592 = -1473918.952593
  nChanged 93
		SP:Iteration 10Q (42016.090000 sec): 3 clusters
  Score: Raw -1484588.606393 + Penalty 10601.356592 = -1473987.249801
  nChanged 91
		SP:Iteration 11Q (42016.130000 sec): 3 clusters
  Score: Raw -1484663.897304 + Penalty 10601.356592 = -1474062.540712
  nChanged 89
		SP:Iteration 12Q (42016.170000 sec): 3 clusters
  Score: Raw -1484735.001315 + Penalty 10601.356592 = -1474133.644723
  nChanged 93
		SP:Iteration 13Q (42016.210000 sec): 3 clusters
  Score: Raw -1484815.501351 + Penalty 10601.356592 = -1474214.144759
  nChanged 88
		SP:Iteration 14Q (42016.250000 sec): 3 clusters
  Score: Raw -1484885.811965 + Penalty 10601.356592 = -1474284.455373
  nChanged 87
		SP:Iteration 15Q (42016.290000 sec): 3 clusters
  Score: Raw -1484952.611196 + Penalty 10601.356592 = -1474351.254604
  nChanged 77
		SP:Iteration 16Q (42016.330000 sec): 3 clusters
  Score: Raw -1485016.091840 + Penalty 10601.356592 = -1474414.735248
  nChanged 81
		SP:Iteration 17Q (42016.370000 sec): 3 clusters
  Score: Raw -1485092.516915 + Penalty 10601.356592 = -1474491.160324
  nChanged 88
		SP:Iteration 18Q (42016.400000 sec): 3 clusters
  Score: Raw -1485164.140476 + Penalty 10601.356592 = -1474562.783884
  nChanged 86
		SP:Iteration 19Q (42016.440000 sec): 3 clusters
  Score: Raw -1485249.290535 + Penalty 10601.356592 = -1474647.933943
  nChanged 103
		SP:Iteration 20F (42016.480000 sec): 3 clusters
  Score: Raw -1485352.134057 + Penalty 10601.356592 = -1474750.777465
  nChanged 114
		SP:Iteration 21Q (42016.520000 sec): 3 clusters
  Score: Raw -1485469.396074 + Penalty 10601.356592 = -1474868.039482
  nChanged 124
		SP:Iteration 22Q (42016.560000 sec): 3 clusters
  Score: Raw -1485620.234811 + Penalty 10601.356592 = -1475018.878219
  nChanged 146
		SP:Iteration 23Q (42016.600000 sec): 3 clusters
  Score: Raw -1485797.759077 + Penalty 10601.356592 = -1475196.402485
  nChanged 148
		SP:Iteration 24Q (42016.640000 sec): 3 clusters
  Score: Raw -1486008.172745 + Penalty 10601.356592 = -1475406.816153
  nChanged 156
		SP:Iteration 25Q (42016.670000 sec): 3 clusters
  Score: Raw -1486239.242880 + Penalty 10601.356592 = -1475637.886288
  nChanged 158
		SP:Iteration 26Q (42016.710000 sec): 3 clusters
  Score: Raw -1486468.676694 + Penalty 10601.356592 = -1475867.320102
  nChanged 138
		SP:Iteration 27Q (42016.740000 sec): 3 clusters
  Score: Raw -1486648.795521 + Penalty 10601.356592 = -1476047.438929
  nChanged 99
		SP:Iteration 28Q (42016.780000 sec): 3 clusters
  Score: Raw -1486761.192647 + Penalty 10601.356592 = -1476159.836055
  nChanged 95
		SP:Iteration 29Q (42016.810000 sec): 3 clusters
  Score: Raw -1486884.831108 + Penalty 10601.356592 = -1476283.474516
  nChanged 76
		SP:Iteration 30Q (42016.840000 sec): 3 clusters
  Score: Raw -1486986.540703 + Penalty 10601.356592 = -1476385.184111
  nChanged 83
		SP:Iteration 31Q (42016.870000 sec): 3 clusters
  Score: Raw -1487132.113681 + Penalty 10601.356592 = -1476530.757090
  nChanged 90
		SP:Iteration 32Q (42016.910000 sec): 3 clusters
  Score: Raw -1487305.842933 + Penalty 10601.356592 = -1476704.486341
  nChanged 102
		SP:Iteration 33Q (42016.940000 sec): 3 clusters
  Score: Raw -1487529.961243 + Penalty 10601.356592 = -1476928.604651
  nChanged 68
		SP:Iteration 34Q (42016.970000 sec): 3 clusters
  Score: Raw -1487676.404407 + Penalty 10601.356592 = -1477075.047815
  nChanged 47
		SP:Iteration 35Q (42017.000000 sec): 3 clusters
  Score: Raw -1487762.578516 + Penalty 10601.356592 = -1477161.221925
  nChanged 49
		SP:Iteration 36Q (42017.030000 sec): 3 clusters
  Score: Raw -1487822.655796 + Penalty 10601.356592 = -1477221.299204
  nChanged 32
		SP:Iteration 37Q (42017.060000 sec): 3 clusters
  Score: Raw -1487856.711058 + Penalty 10601.356592 = -1477255.354466
  nChanged 22
		SP:Iteration 38Q (42017.090000 sec): 3 clusters
  Score: Raw -1487883.579705 + Penalty 10601.356592 = -1477282.223113
  nChanged 21
		SP:Iteration 39Q (42017.120000 sec): 3 clusters
  Score: Raw -1487905.079302 + Penalty 10601.356592 = -1477303.722710
  nChanged 22
		SP:Iteration 40F (42017.160000 sec): 3 clusters
  Score: Raw -1487924.907262 + Penalty 10601.356592 = -1477323.550670
  nChanged 18
		SP:Iteration 41Q (42017.190000 sec): 3 clusters
  Score: Raw -1487938.634799 + Penalty 10601.356592 = -1477337.278207
  nChanged 17
		SP:Iteration 42Q (42017.220000 sec): 3 clusters
  Score: Raw -1487953.141028 + Penalty 10601.356592 = -1477351.784436
  nChanged 17
		SP:Iteration 43Q (42017.250000 sec): 3 clusters
  Score: Raw -1487969.851102 + Penalty 10601.356592 = -1477368.494510
  nChanged 23
		SP:Iteration 44Q (42017.270000 sec): 3 clusters
  Score: Raw -1487992.707811 + Penalty 10601.356592 = -1477391.351219
  nChanged 16
		SP:Iteration 45Q (42017.300000 sec): 3 clusters
  Score: Raw -1488009.351043 + Penalty 10601.356592 = -1477407.994451
  nChanged 14
		SP:Iteration 46Q (42017.330000 sec): 3 clusters
  Score: Raw -1488023.900907 + Penalty 10601.356592 = -1477422.544315
  nChanged 20
		SP:Iteration 47Q (42017.360000 sec): 3 clusters
  Score: Raw -1488046.612662 + Penalty 10601.356592 = -1477445.256071
  nChanged 22
		SP:Iteration 48Q (42017.390000 sec): 3 clusters
  Score: Raw -1488072.525538 + Penalty 10601.356592 = -1477471.168946
  nChanged 25
		SP:Iteration 49Q (42017.420000 sec): 3 clusters
  Score: Raw -1488100.261120 + Penalty 10601.356592 = -1477498.904528
  nChanged 29
		SP:Iteration 50Q (42017.450000 sec): 3 clusters
  Score: Raw -1488130.185691 + Penalty 10601.356592 = -1477528.829099
  nChanged 28
		SP:Iteration 51Q (42017.480000 sec): 3 clusters
  Score: Raw -1488158.101749 + Penalty 10601.356592 = -1477556.745157
  nChanged 24
		SP:Iteration 52Q (42017.510000 sec): 3 clusters
  Score: Raw -1488180.774420 + Penalty 10601.356592 = -1477579.417828
  nChanged 18
		SP:Iteration 53Q (42017.540000 sec): 3 clusters
  Score: Raw -1488197.019283 + Penalty 10601.356592 = -1477595.662692
  nChanged 15
		SP:Iteration 54Q (42017.570000 sec): 3 clusters
  Score: Raw -1488209.815705 + Penalty 10601.356592 = -1477608.459113
  nChanged 12
		SP:Iteration 55Q (42017.600000 sec): 3 clusters
  Score: Raw -1488216.922574 + Penalty 10601.356592 = -1477615.565982
  nChanged 4
		SP:Iteration 56Q (42017.630000 sec): 3 clusters
  Score: Raw -1488219.766110 + Penalty 10601.356592 = -1477618.409518
  nChanged 2
		SP:Iteration 57Q (42017.660000 sec): 3 clusters
  Score: Raw -1488220.349514 + Penalty 10601.356592 = -1477618.992922
  nChanged 0
		SP:Iteration 58F (42017.700000 sec): 3 clusters
  Score: Raw -1488220.367665 + Penalty 10601.356592 = -1477619.011073
  nChanged 1
		SP:Iteration 59Q (42017.730000 sec): 3 clusters
  Score: Raw -1488221.665169 + Penalty 10601.356592 = -1477620.308577
  nChanged 1
		SP:Iteration 60F (42017.770000 sec): 3 clusters
  Score: Raw -1488222.127588 + Penalty 10601.356592 = -1477620.770996
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42017.780000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42017.800000 sec): 3 clusters
  Score: Raw -406574.279250 + Penalty 8995.697131 = -397578.582119
  nChanged 303
		SP:Iteration 1F (42017.810000 sec): 3 clusters
  Score: Raw -407043.121483 + Penalty 8995.697131 = -398047.424353
  nChanged 81
		SP:Iteration 2F (42017.820000 sec): 3 clusters
  Score: Raw -407213.122916 + Penalty 8995.697131 = -398217.425785
  nChanged 41
		SP:Iteration 3Q (42017.830000 sec): 3 clusters
  Score: Raw -407323.492656 + Penalty 8995.697131 = -398327.795525
  nChanged 33
		SP:Iteration 4Q (42017.840000 sec): 3 clusters
  Score: Raw -407393.267741 + Penalty 8995.697131 = -398397.570610
  nChanged 26
		SP:Iteration 5Q (42017.850000 sec): 3 clusters
  Score: Raw -407455.571074 + Penalty 8995.697131 = -398459.873943
  nChanged 15
		SP:Iteration 6Q (42017.860000 sec): 3 clusters
  Score: Raw -407494.065376 + Penalty 8995.697131 = -398498.368245
  nChanged 11
		SP:Iteration 7Q (42017.870000 sec): 3 clusters
  Score: Raw -407525.052104 + Penalty 8995.697131 = -398529.354973
  nChanged 15
		SP:Iteration 8Q (42017.880000 sec): 3 clusters
  Score: Raw -407557.039006 + Penalty 8995.697131 = -398561.341875
  nChanged 6
		SP:Iteration 9Q (42017.890000 sec): 3 clusters
  Score: Raw -407574.768152 + Penalty 8995.697131 = -398579.071022
  nChanged 8
		SP:Iteration 10Q (42017.900000 sec): 3 clusters
  Score: Raw -407596.574269 + Penalty 8995.697131 = -398600.877138
  nChanged 11
		SP:Iteration 11Q (42017.910000 sec): 3 clusters
  Score: Raw -407623.107393 + Penalty 8995.697131 = -398627.410262
  nChanged 12
		SP:Iteration 12Q (42017.920000 sec): 3 clusters
  Score: Raw -407646.241921 + Penalty 8995.697131 = -398650.544791
  nChanged 9
		SP:Iteration 13Q (42017.940000 sec): 3 clusters
  Score: Raw -407670.444530 + Penalty 8995.697131 = -398674.747399
  nChanged 5
		SP:Iteration 14Q (42017.940000 sec): 3 clusters
  Score: Raw -407679.206052 + Penalty 8995.697131 = -398683.508921
  nChanged 5
		SP:Iteration 15Q (42017.960000 sec): 3 clusters
  Score: Raw -407687.141538 + Penalty 8995.697131 = -398691.444408
  nChanged 2
		SP:Iteration 16Q (42017.960000 sec): 3 clusters
  Score: Raw -407690.214101 + Penalty 8995.697131 = -398694.516970
  nChanged 3
		SP:Iteration 17Q (42017.980000 sec): 3 clusters
  Score: Raw -407693.681703 + Penalty 8995.697131 = -398697.984573
  nChanged 1
		SP:Iteration 18Q (42017.980000 sec): 3 clusters
  Score: Raw -407698.086958 + Penalty 8995.697131 = -398702.389827
  nChanged 2
		SP:Iteration 19Q (42018.000000 sec): 3 clusters
  Score: Raw -407700.267802 + Penalty 8995.697131 = -398704.570671
  nChanged 1
		SP:Iteration 20F (42018.010000 sec): 3 clusters
  Score: Raw -407700.911949 + Penalty 8995.697131 = -398705.214819
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (68017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42018.470000 sec): 2 clusters
  Score: Raw -18054939.216363 + Penalty 6815.601684 = -18048123.614679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42018.970000 sec): 3 clusters
  Score: Raw -18014411.579204 + Penalty 13631.203367 = -18000780.375836
  nChanged 30569
		SP:Iteration 1F (42019.470000 sec): 3 clusters
  Score: Raw -18031049.678133 + Penalty 13631.203367 = -18017418.474766
  nChanged 3180
		SP:Iteration 2Q (42019.980000 sec): 3 clusters
  Score: Raw -18032053.803368 + Penalty 13631.203367 = -18018422.600001
  nChanged 2759
		SP:Iteration 3Q (42020.500000 sec): 3 clusters
  Score: Raw -18032936.321972 + Penalty 13631.203367 = -18019305.118605
  nChanged 2600
		SP:Iteration 4Q (42021.020000 sec): 3 clusters
  Score: Raw -18033784.022750 + Penalty 13631.203367 = -18020152.819383
  nChanged 2389
		SP:Iteration 5Q (42021.540000 sec): 3 clusters
  Score: Raw -18034624.316993 + Penalty 13631.203367 = -18020993.113625
  nChanged 2505
		SP:Iteration 6Q (42022.050000 sec): 3 clusters
  Score: Raw -18035595.527452 + Penalty 13631.203367 = -18021964.324085
  nChanged 2626
		SP:Iteration 7Q (42022.550000 sec): 3 clusters
  Score: Raw -18036646.688237 + Penalty 13631.203367 = -18023015.484870
  nChanged 2645
		SP:Iteration 8Q (42023.070000 sec): 3 clusters
  Score: Raw -18037737.462706 + Penalty 13631.203367 = -18024106.259339
  nChanged 2727
		SP:Iteration 9Q (42023.580000 sec): 3 clusters
  Score: Raw -18038893.432670 + Penalty 13631.203367 = -18025262.229303
  nChanged 2786
		SP:Iteration 10Q (42024.090000 sec): 3 clusters
  Score: Raw -18040045.294740 + Penalty 13631.203367 = -18026414.091373
  nChanged 2678
		SP:Iteration 11Q (42024.580000 sec): 3 clusters
  Score: Raw -18041142.655666 + Penalty 13631.203367 = -18027511.452299
  nChanged 2516
		SP:Iteration 12Q (42025.070000 sec): 3 clusters
  Score: Raw -18042088.838421 + Penalty 13631.203367 = -18028457.635053
  nChanged 2297
		SP:Iteration 13Q (42025.570000 sec): 3 clusters
  Score: Raw -18042873.664773 + Penalty 13631.203367 = -18029242.461406
  nChanged 2031
		SP:Iteration 14Q (42026.080000 sec): 3 clusters
  Score: Raw -18043533.725565 + Penalty 13631.203367 = -18029902.522198
  nChanged 1785
		SP:Iteration 15Q (42026.590000 sec): 3 clusters
  Score: Raw -18044091.133788 + Penalty 13631.203367 = -18030459.930420
  nChanged 1644
		SP:Iteration 16Q (42027.090000 sec): 3 clusters
  Score: Raw -18044591.401167 + Penalty 13631.203367 = -18030960.197800
  nChanged 1528
		SP:Iteration 17Q (42027.590000 sec): 3 clusters
  Score: Raw -18045039.269726 + Penalty 13631.203367 = -18031408.066358
  nChanged 1402
		SP:Iteration 18Q (42028.080000 sec): 3 clusters
  Score: Raw -18045434.800589 + Penalty 13631.203367 = -18031803.597222
  nChanged 1351
		SP:Iteration 19Q (42028.580000 sec): 3 clusters
  Score: Raw -18045812.395381 + Penalty 13631.203367 = -18032181.192014
  nChanged 1287
		SP:Iteration 20F (42029.080000 sec): 3 clusters
  Score: Raw -18046163.075866 + Penalty 13631.203367 = -18032531.872499
  nChanged 1229
		SP:Iteration 21Q (42029.570000 sec): 3 clusters
  Score: Raw -18046497.416307 + Penalty 13631.203367 = -18032866.212940
  nChanged 1222
		SP:Iteration 22Q (42030.080000 sec): 3 clusters
  Score: Raw -18046834.605710 + Penalty 13631.203367 = -18033203.402343
  nChanged 1314
		SP:Iteration 23Q (42030.570000 sec): 3 clusters
  Score: Raw -18047205.257316 + Penalty 13631.203367 = -18033574.053949
  nChanged 1402
		SP:Iteration 24Q (42031.050000 sec): 3 clusters
  Score: Raw -18047618.864792 + Penalty 13631.203367 = -18033987.661425
  nChanged 1478
		SP:Iteration 25Q (42031.550000 sec): 3 clusters
  Score: Raw -18048070.513178 + Penalty 13631.203367 = -18034439.309811
  nChanged 1533
		SP:Iteration 26Q (42032.040000 sec): 3 clusters
  Score: Raw -18048573.078656 + Penalty 13631.203367 = -18034941.875288
  nChanged 1621
		SP:Iteration 27Q (42032.540000 sec): 3 clusters
  Score: Raw -18049113.778793 + Penalty 13631.203367 = -18035482.575425
  nChanged 1646
		SP:Iteration 28Q (42033.030000 sec): 3 clusters
  Score: Raw -18049707.241677 + Penalty 13631.203367 = -18036076.038310
  nChanged 1714
		SP:Iteration 29Q (42033.510000 sec): 3 clusters
  Score: Raw -18050360.005297 + Penalty 13631.203367 = -18036728.801930
  nChanged 1737
		SP:Iteration 30Q (42034.000000 sec): 3 clusters
  Score: Raw -18051073.525345 + Penalty 13631.203367 = -18037442.321978
  nChanged 1805
		SP:Iteration 31Q (42034.480000 sec): 3 clusters
  Score: Raw -18051860.984635 + Penalty 13631.203367 = -18038229.781268
  nChanged 1742
		SP:Iteration 32Q (42034.940000 sec): 3 clusters
  Score: Raw -18052646.622007 + Penalty 13631.203367 = -18039015.418640
  nChanged 1566
		SP:Iteration 33Q (42035.390000 sec): 3 clusters
  Score: Raw -18053403.621900 + Penalty 13631.203367 = -18039772.418533
  nChanged 1343
		SP:Iteration 34Q (42035.840000 sec): 3 clusters
  Score: Raw -18054110.477344 + Penalty 13631.203367 = -18040479.273976
  nChanged 1198
		SP:Iteration 35Q (42036.280000 sec): 3 clusters
  Score: Raw -18054856.246432 + Penalty 13631.203367 = -18041225.043065
  nChanged 960
		SP:Iteration 36Q (42036.700000 sec): 3 clusters
  Score: Raw -18055723.006821 + Penalty 13631.203367 = -18042091.803454
  nChanged 760
		SP:Iteration 37Q (42037.110000 sec): 3 clusters
  Score: Raw -18056588.964136 + Penalty 13631.203367 = -18042957.760768
  nChanged 573
		SP:Iteration 38Q (42037.510000 sec): 3 clusters
  Score: Raw -18057087.917908 + Penalty 13631.203367 = -18043456.714541
  nChanged 472
		SP:Iteration 39Q (42037.900000 sec): 3 clusters
  Score: Raw -18057334.610271 + Penalty 13631.203367 = -18043703.406904
  nChanged 333
		SP:Iteration 40F (42038.400000 sec): 3 clusters
  Score: Raw -18057465.353918 + Penalty 13631.203367 = -18043834.150551
  nChanged 231
		SP:Iteration 41Q (42038.790000 sec): 3 clusters
  Score: Raw -18057533.783282 + Penalty 13631.203367 = -18043902.579915
  nChanged 153
		SP:Iteration 42Q (42039.180000 sec): 3 clusters
  Score: Raw -18057577.805070 + Penalty 13631.203367 = -18043946.601703
  nChanged 131
		SP:Iteration 43Q (42039.560000 sec): 3 clusters
  Score: Raw -18057608.181042 + Penalty 13631.203367 = -18043976.977674
  nChanged 92
		SP:Iteration 44Q (42039.940000 sec): 3 clusters
  Score: Raw -18057627.325529 + Penalty 13631.203367 = -18043996.122162
  nChanged 63
		SP:Iteration 45Q (42040.330000 sec): 3 clusters
  Score: Raw -18057641.965032 + Penalty 13631.203367 = -18044010.761664
  nChanged 66
		SP:Iteration 46Q (42040.710000 sec): 3 clusters
  Score: Raw -18057653.838005 + Penalty 13631.203367 = -18044022.634638
  nChanged 43
		SP:Iteration 47Q (42041.090000 sec): 3 clusters
  Score: Raw -18057662.106822 + Penalty 13631.203367 = -18044030.903455
  nChanged 39
		SP:Iteration 48Q (42041.480000 sec): 3 clusters
  Score: Raw -18057669.100104 + Penalty 13631.203367 = -18044037.896736
  nChanged 20
		SP:Iteration 49Q (42041.860000 sec): 3 clusters
  Score: Raw -18057672.551439 + Penalty 13631.203367 = -18044041.348071
  nChanged 15
		SP:Iteration 50Q (42042.240000 sec): 3 clusters
  Score: Raw -18057675.450079 + Penalty 13631.203367 = -18044044.246711
  nChanged 17
		SP:Iteration 51Q (42042.620000 sec): 3 clusters
  Score: Raw -18057678.298420 + Penalty 13631.203367 = -18044047.095052
  nChanged 11
		SP:Iteration 52Q (42043.000000 sec): 3 clusters
  Score: Raw -18057680.355402 + Penalty 13631.203367 = -18044049.152035
  nChanged 7
		SP:Iteration 53Q (42043.380000 sec): 3 clusters
  Score: Raw -18057681.815135 + Penalty 13631.203367 = -18044050.611768
  nChanged 7
		SP:Iteration 54Q (42043.760000 sec): 3 clusters
  Score: Raw -18057683.251876 + Penalty 13631.203367 = -18044052.048509
  nChanged 9
		SP:Iteration 55Q (42044.140000 sec): 3 clusters
  Score: Raw -18057685.061187 + Penalty 13631.203367 = -18044053.857820
  nChanged 10
		SP:Iteration 56Q (42044.520000 sec): 3 clusters
  Score: Raw -18057686.578050 + Penalty 13631.203367 = -18044055.374683
  nChanged 8
		SP:Iteration 57Q (42044.900000 sec): 3 clusters
  Score: Raw -18057687.798790 + Penalty 13631.203367 = -18044056.595423
  nChanged 8
		SP:Iteration 58Q (42045.280000 sec): 3 clusters
  Score: Raw -18057689.137238 + Penalty 13631.203367 = -18044057.933870
  nChanged 6
		SP:Iteration 59Q (42045.660000 sec): 3 clusters
  Score: Raw -18057690.120841 + Penalty 13631.203367 = -18044058.917473
  nChanged 4
		SP:Iteration 60F (42046.160000 sec): 3 clusters
  Score: Raw -18057690.614796 + Penalty 13631.203367 = -18044059.411429
  nChanged 5
		SP:Iteration 61Q (42046.540000 sec): 3 clusters
  Score: Raw -18057691.481143 + Penalty 13631.203367 = -18044060.277776
  nChanged 5
		SP:Iteration 62Q (42046.920000 sec): 3 clusters
  Score: Raw -18057692.228657 + Penalty 13631.203367 = -18044061.025290
  nChanged 6
		SP:Iteration 63Q (42047.300000 sec): 3 clusters
  Score: Raw -18057693.220686 + Penalty 13631.203367 = -18044062.017319
  nChanged 3
		SP:Iteration 64Q (42047.680000 sec): 3 clusters
  Score: Raw -18057693.683337 + Penalty 13631.203367 = -18044062.479970
  nChanged 2
		SP:Iteration 65Q (42048.070000 sec): 3 clusters
  Score: Raw -18057694.074418 + Penalty 13631.203367 = -18044062.871050
  nChanged 3
		SP:Iteration 66Q (42048.450000 sec): 3 clusters
  Score: Raw -18057694.665328 + Penalty 13631.203367 = -18044063.461961
  nChanged 5
		SP:Iteration 67Q (42048.830000 sec): 3 clusters
  Score: Raw -18057695.509802 + Penalty 13631.203367 = -18044064.306435
  nChanged 0
		SP:Iteration 68F (42049.320000 sec): 3 clusters
  Score: Raw -18057695.509802 + Penalty 13631.203367 = -18044064.306435
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42049.370000 sec): 2 clusters
  Score: Raw -130887.579916 + Penalty 3876.954055 = -127010.625862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42049.370000 sec): 3 clusters
  Score: Raw -131836.437875 + Penalty 7753.908109 = -124082.529766
  nChanged 110
		SP:Iteration 1F (42049.380000 sec): 3 clusters
  Score: Raw -132434.707233 + Penalty 7753.908109 = -124680.799124
  nChanged 44
		SP:Iteration 2F (42049.380000 sec): 3 clusters
  Score: Raw -132740.397025 + Penalty 7753.908109 = -124986.488916
  nChanged 21
		SP:Iteration 3Q (42049.390000 sec): 3 clusters
  Score: Raw -132936.260271 + Penalty 7753.908109 = -125182.352162
  nChanged 12
		SP:Iteration 4Q (42049.390000 sec): 3 clusters
  Score: Raw -133022.417350 + Penalty 7753.908109 = -125268.509241
  nChanged 3
		SP:Iteration 5Q (42049.390000 sec): 3 clusters
  Score: Raw -133044.835365 + Penalty 7753.908109 = -125290.927256
  nChanged 2
		SP:Iteration 6Q (42049.390000 sec): 3 clusters
  Score: Raw -133057.847983 + Penalty 7753.908109 = -125303.939874
  nChanged 0
		SP:Iteration 7F (42049.400000 sec): 3 clusters
  Score: Raw -133057.847983 + Penalty 7753.908109 = -125303.939874
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42049.470000 sec): 2 clusters
  Score: Raw -2489050.675169 + Penalty 5623.938800 = -2483426.736370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42049.540000 sec): 3 clusters
  Score: Raw -2484609.747712 + Penalty 11247.877599 = -2473361.870113
  nChanged 3513
		SP:Iteration 1F (42049.610000 sec): 3 clusters
  Score: Raw -2486712.020644 + Penalty 11247.877599 = -2475464.143045
  nChanged 808
		SP:Iteration 2F (42049.670000 sec): 3 clusters
  Score: Raw -2487289.910175 + Penalty 11247.877599 = -2476042.032576
  nChanged 544
		SP:Iteration 3F (42049.750000 sec): 3 clusters
  Score: Raw -2487664.764921 + Penalty 11247.877599 = -2476416.887322
  nChanged 416
		SP:Iteration 4Q (42049.810000 sec): 3 clusters
  Score: Raw -2487971.611900 + Penalty 11247.877599 = -2476723.734301
  nChanged 379
		SP:Iteration 5Q (42049.880000 sec): 3 clusters
  Score: Raw -2488235.807411 + Penalty 11247.877599 = -2476987.929812
  nChanged 335
		SP:Iteration 6Q (42049.950000 sec): 3 clusters
  Score: Raw -2488491.548550 + Penalty 11247.877599 = -2477243.670950
  nChanged 324
		SP:Iteration 7Q (42050.020000 sec): 3 clusters
  Score: Raw -2488724.442267 + Penalty 11247.877599 = -2477476.564668
  nChanged 306
		SP:Iteration 8Q (42050.090000 sec): 3 clusters
  Score: Raw -2488969.302290 + Penalty 11247.877599 = -2477721.424691
  nChanged 306
		SP:Iteration 9Q (42050.150000 sec): 3 clusters
  Score: Raw -2489228.855848 + Penalty 11247.877599 = -2477980.978249
  nChanged 301
		SP:Iteration 10Q (42050.220000 sec): 3 clusters
  Score: Raw -2489474.387078 + Penalty 11247.877599 = -2478226.509479
  nChanged 294
		SP:Iteration 11Q (42050.290000 sec): 3 clusters
  Score: Raw -2489716.008193 + Penalty 11247.877599 = -2478468.130593
  nChanged 281
		SP:Iteration 12Q (42050.350000 sec): 3 clusters
  Score: Raw -2489931.731155 + Penalty 11247.877599 = -2478683.853556
  nChanged 252
		SP:Iteration 13Q (42050.420000 sec): 3 clusters
  Score: Raw -2490097.307961 + Penalty 11247.877599 = -2478849.430362
  nChanged 202
		SP:Iteration 14Q (42050.490000 sec): 3 clusters
  Score: Raw -2490210.422033 + Penalty 11247.877599 = -2478962.544434
  nChanged 148
		SP:Iteration 15Q (42050.550000 sec): 3 clusters
  Score: Raw -2490280.193594 + Penalty 11247.877599 = -2479032.315995
  nChanged 117
		SP:Iteration 16Q (42050.620000 sec): 3 clusters
  Score: Raw -2490341.418382 + Penalty 11247.877599 = -2479093.540783
  nChanged 111
		SP:Iteration 17Q (42050.680000 sec): 3 clusters
  Score: Raw -2490409.518120 + Penalty 11247.877599 = -2479161.640521
  nChanged 118
		SP:Iteration 18Q (42050.750000 sec): 3 clusters
  Score: Raw -2490476.096133 + Penalty 11247.877599 = -2479228.218533
  nChanged 124
		SP:Iteration 19Q (42050.810000 sec): 3 clusters
  Score: Raw -2490546.206009 + Penalty 11247.877599 = -2479298.328410
  nChanged 113
		SP:Iteration 20F (42050.880000 sec): 3 clusters
  Score: Raw -2490603.321313 + Penalty 11247.877599 = -2479355.443713
  nChanged 90
		SP:Iteration 21Q (42050.950000 sec): 3 clusters
  Score: Raw -2490651.989513 + Penalty 11247.877599 = -2479404.111913
  nChanged 69
		SP:Iteration 22Q (42051.010000 sec): 3 clusters
  Score: Raw -2490685.736760 + Penalty 11247.877599 = -2479437.859160
  nChanged 61
		SP:Iteration 23Q (42051.080000 sec): 3 clusters
  Score: Raw -2490718.071708 + Penalty 11247.877599 = -2479470.194108
  nChanged 63
		SP:Iteration 24Q (42051.140000 sec): 3 clusters
  Score: Raw -2490754.466733 + Penalty 11247.877599 = -2479506.589134
  nChanged 76
		SP:Iteration 25Q (42051.210000 sec): 3 clusters
  Score: Raw -2490784.807446 + Penalty 11247.877599 = -2479536.929847
  nChanged 45
		SP:Iteration 26Q (42051.270000 sec): 3 clusters
  Score: Raw -2490807.303342 + Penalty 11247.877599 = -2479559.425743
  nChanged 49
		SP:Iteration 27Q (42051.340000 sec): 3 clusters
  Score: Raw -2490832.796764 + Penalty 11247.877599 = -2479584.919164
  nChanged 58
		SP:Iteration 28Q (42051.400000 sec): 3 clusters
  Score: Raw -2490857.611765 + Penalty 11247.877599 = -2479609.734166
  nChanged 51
		SP:Iteration 29Q (42051.470000 sec): 3 clusters
  Score: Raw -2490880.706373 + Penalty 11247.877599 = -2479632.828773
  nChanged 50
		SP:Iteration 30Q (42051.530000 sec): 3 clusters
  Score: Raw -2490903.101370 + Penalty 11247.877599 = -2479655.223770
  nChanged 41
		SP:Iteration 31Q (42051.590000 sec): 3 clusters
  Score: Raw -2490919.379297 + Penalty 11247.877599 = -2479671.501698
  nChanged 44
		SP:Iteration 32Q (42051.650000 sec): 3 clusters
  Score: Raw -2490942.418449 + Penalty 11247.877599 = -2479694.540850
  nChanged 43
		SP:Iteration 33Q (42051.720000 sec): 3 clusters
  Score: Raw -2490968.124985 + Penalty 11247.877599 = -2479720.247386
  nChanged 47
		SP:Iteration 34Q (42051.780000 sec): 3 clusters
  Score: Raw -2490994.491504 + Penalty 11247.877599 = -2479746.613905
  nChanged 48
		SP:Iteration 35Q (42051.850000 sec): 3 clusters
  Score: Raw -2491017.580906 + Penalty 11247.877599 = -2479769.703306
  nChanged 53
		SP:Iteration 36Q (42051.910000 sec): 3 clusters
  Score: Raw -2491044.528356 + Penalty 11247.877599 = -2479796.650757
  nChanged 42
		SP:Iteration 37Q (42051.970000 sec): 3 clusters
  Score: Raw -2491064.837920 + Penalty 11247.877599 = -2479816.960321
  nChanged 49
		SP:Iteration 38Q (42052.040000 sec): 3 clusters
  Score: Raw -2491089.923165 + Penalty 11247.877599 = -2479842.045565
  nChanged 50
		SP:Iteration 39Q (42052.100000 sec): 3 clusters
  Score: Raw -2491115.202212 + Penalty 11247.877599 = -2479867.324612
  nChanged 52
		SP:Iteration 40F (42052.170000 sec): 3 clusters
  Score: Raw -2491141.232743 + Penalty 11247.877599 = -2479893.355143
  nChanged 55
		SP:Iteration 41Q (42052.230000 sec): 3 clusters
  Score: Raw -2491168.379285 + Penalty 11247.877599 = -2479920.501686
  nChanged 49
		SP:Iteration 42Q (42052.300000 sec): 3 clusters
  Score: Raw -2491195.836868 + Penalty 11247.877599 = -2479947.959268
  nChanged 52
		SP:Iteration 43Q (42052.360000 sec): 3 clusters
  Score: Raw -2491222.675896 + Penalty 11247.877599 = -2479974.798297
  nChanged 50
		SP:Iteration 44Q (42052.420000 sec): 3 clusters
  Score: Raw -2491253.844791 + Penalty 11247.877599 = -2480005.967192
  nChanged 46
		SP:Iteration 45Q (42052.490000 sec): 3 clusters
  Score: Raw -2491273.473366 + Penalty 11247.877599 = -2480025.595767
  nChanged 40
		SP:Iteration 46Q (42052.550000 sec): 3 clusters
  Score: Raw -2491290.694889 + Penalty 11247.877599 = -2480042.817290
  nChanged 42
		SP:Iteration 47Q (42052.610000 sec): 3 clusters
  Score: Raw -2491307.250632 + Penalty 11247.877599 = -2480059.373033
  nChanged 27
		SP:Iteration 48Q (42052.670000 sec): 3 clusters
  Score: Raw -2491318.613412 + Penalty 11247.877599 = -2480070.735812
  nChanged 24
		SP:Iteration 49Q (42052.740000 sec): 3 clusters
  Score: Raw -2491335.055211 + Penalty 11247.877599 = -2480087.177611
  nChanged 32
		SP:Iteration 50Q (42052.800000 sec): 3 clusters
  Score: Raw -2491349.027218 + Penalty 11247.877599 = -2480101.149619
  nChanged 27
		SP:Iteration 51Q (42052.860000 sec): 3 clusters
  Score: Raw -2491367.075456 + Penalty 11247.877599 = -2480119.197857
  nChanged 27
		SP:Iteration 52Q (42052.930000 sec): 3 clusters
  Score: Raw -2491383.696056 + Penalty 11247.877599 = -2480135.818457
  nChanged 35
		SP:Iteration 53Q (42052.990000 sec): 3 clusters
  Score: Raw -2491404.458845 + Penalty 11247.877599 = -2480156.581245
  nChanged 32
		SP:Iteration 54Q (42053.050000 sec): 3 clusters
  Score: Raw -2491418.746989 + Penalty 11247.877599 = -2480170.869390
  nChanged 23
		SP:Iteration 55Q (42053.110000 sec): 3 clusters
  Score: Raw -2491430.587619 + Penalty 11247.877599 = -2480182.710019
  nChanged 32
		SP:Iteration 56Q (42053.170000 sec): 3 clusters
  Score: Raw -2491445.410546 + Penalty 11247.877599 = -2480197.532947
  nChanged 32
		SP:Iteration 57Q (42053.240000 sec): 3 clusters
  Score: Raw -2491460.140762 + Penalty 11247.877599 = -2480212.263163
  nChanged 22
		SP:Iteration 58Q (42053.300000 sec): 3 clusters
  Score: Raw -2491469.905819 + Penalty 11247.877599 = -2480222.028220
  nChanged 23
		SP:Iteration 59Q (42053.360000 sec): 3 clusters
  Score: Raw -2491478.690649 + Penalty 11247.877599 = -2480230.813049
  nChanged 18
		SP:Iteration 60F (42053.430000 sec): 3 clusters
  Score: Raw -2491484.494701 + Penalty 11247.877599 = -2480236.617101
  nChanged 12
		SP:Iteration 61Q (42053.490000 sec): 3 clusters
  Score: Raw -2491488.880522 + Penalty 11247.877599 = -2480241.002923
  nChanged 11
		SP:Iteration 62Q (42053.560000 sec): 3 clusters
  Score: Raw -2491492.795677 + Penalty 11247.877599 = -2480244.918078
  nChanged 9
		SP:Iteration 63Q (42053.620000 sec): 3 clusters
  Score: Raw -2491495.583968 + Penalty 11247.877599 = -2480247.706368
  nChanged 7
		SP:Iteration 64Q (42053.680000 sec): 3 clusters
  Score: Raw -2491497.732830 + Penalty 11247.877599 = -2480249.855230
  nChanged 5
		SP:Iteration 65Q (42053.750000 sec): 3 clusters
  Score: Raw -2491499.104134 + Penalty 11247.877599 = -2480251.226534
  nChanged 7
		SP:Iteration 66Q (42053.810000 sec): 3 clusters
  Score: Raw -2491501.380359 + Penalty 11247.877599 = -2480253.502759
  nChanged 5
		SP:Iteration 67Q (42053.870000 sec): 3 clusters
  Score: Raw -2491503.419092 + Penalty 11247.877599 = -2480255.541493
  nChanged 7
		SP:Iteration 68Q (42053.930000 sec): 3 clusters
  Score: Raw -2491506.166411 + Penalty 11247.877599 = -2480258.288812
  nChanged 5
		SP:Iteration 69Q (42054.000000 sec): 3 clusters
  Score: Raw -2491507.770063 + Penalty 11247.877599 = -2480259.892463
  nChanged 4
		SP:Iteration 70Q (42054.070000 sec): 3 clusters
  Score: Raw -2491508.881731 + Penalty 11247.877599 = -2480261.004132
  nChanged 2
		SP:Iteration 71Q (42054.130000 sec): 3 clusters
  Score: Raw -2491509.407222 + Penalty 11247.877599 = -2480261.529622
  nChanged 4
		SP:Iteration 72Q (42054.190000 sec): 3 clusters
  Score: Raw -2491511.339161 + Penalty 11247.877599 = -2480263.461562
  nChanged 8
		SP:Iteration 73Q (42054.260000 sec): 3 clusters
  Score: Raw -2491513.897120 + Penalty 11247.877599 = -2480266.019520
  nChanged 14
		SP:Iteration 74Q (42054.330000 sec): 3 clusters
  Score: Raw -2491518.745005 + Penalty 11247.877599 = -2480270.867406
  nChanged 14
		SP:Iteration 75Q (42054.390000 sec): 3 clusters
  Score: Raw -2491526.459026 + Penalty 11247.877599 = -2480278.581427
  nChanged 12
		SP:Iteration 76Q (42054.450000 sec): 3 clusters
  Score: Raw -2491530.653087 + Penalty 11247.877599 = -2480282.775488
  nChanged 9
		SP:Iteration 77Q (42054.510000 sec): 3 clusters
  Score: Raw -2491533.705608 + Penalty 11247.877599 = -2480285.828009
  nChanged 5
		SP:Iteration 78Q (42054.580000 sec): 3 clusters
  Score: Raw -2491536.218269 + Penalty 11247.877599 = -2480288.340670
  nChanged 10
		SP:Iteration 79Q (42054.640000 sec): 3 clusters
  Score: Raw -2491540.266283 + Penalty 11247.877599 = -2480292.388684
  nChanged 11
		SP:Iteration 80F (42054.710000 sec): 3 clusters
  Score: Raw -2491544.253125 + Penalty 11247.877599 = -2480296.375526
  nChanged 13
		SP:Iteration 81Q (42054.770000 sec): 3 clusters
  Score: Raw -2491548.962594 + Penalty 11247.877599 = -2480301.084994
  nChanged 14
		SP:Iteration 82Q (42054.830000 sec): 3 clusters
  Score: Raw -2491553.992248 + Penalty 11247.877599 = -2480306.114649
  nChanged 9
		SP:Iteration 83Q (42054.890000 sec): 3 clusters
  Score: Raw -2491558.319253 + Penalty 11247.877599 = -2480310.441654
  nChanged 16
		SP:Iteration 84Q (42054.960000 sec): 3 clusters
  Score: Raw -2491566.222878 + Penalty 11247.877599 = -2480318.345278
  nChanged 13
		SP:Iteration 85Q (42055.020000 sec): 3 clusters
  Score: Raw -2491571.388498 + Penalty 11247.877599 = -2480323.510899
  nChanged 7
		SP:Iteration 86Q (42055.080000 sec): 3 clusters
  Score: Raw -2491573.500728 + Penalty 11247.877599 = -2480325.623128
  nChanged 3
		SP:Iteration 87Q (42055.140000 sec): 3 clusters
  Score: Raw -2491574.321837 + Penalty 11247.877599 = -2480326.444237
  nChanged 2
		SP:Iteration 88Q (42055.210000 sec): 3 clusters
  Score: Raw -2491575.024149 + Penalty 11247.877599 = -2480327.146549
  nChanged 4
		SP:Iteration 89Q (42055.270000 sec): 3 clusters
  Score: Raw -2491576.610659 + Penalty 11247.877599 = -2480328.733060
  nChanged 3
		SP:Iteration 90Q (42055.330000 sec): 3 clusters
  Score: Raw -2491577.620443 + Penalty 11247.877599 = -2480329.742844
  nChanged 6
		SP:Iteration 91Q (42055.390000 sec): 3 clusters
  Score: Raw -2491579.774171 + Penalty 11247.877599 = -2480331.896572
  nChanged 2
		SP:Iteration 92Q (42055.450000 sec): 3 clusters
  Score: Raw -2491580.244503 + Penalty 11247.877599 = -2480332.366904
  nChanged 2
		SP:Iteration 93Q (42055.520000 sec): 3 clusters
  Score: Raw -2491581.404452 + Penalty 11247.877599 = -2480333.526853
  nChanged 5
		SP:Iteration 94Q (42055.580000 sec): 3 clusters
  Score: Raw -2491583.725735 + Penalty 11247.877599 = -2480335.848136
  nChanged 8
		SP:Iteration 95Q (42055.640000 sec): 3 clusters
  Score: Raw -2491587.561839 + Penalty 11247.877599 = -2480339.684240
  nChanged 9
		SP:Iteration 96Q (42055.700000 sec): 3 clusters
  Score: Raw -2491592.659699 + Penalty 11247.877599 = -2480344.782099
  nChanged 7
		SP:Iteration 97Q (42055.770000 sec): 3 clusters
  Score: Raw -2491595.078305 + Penalty 11247.877599 = -2480347.200706
  nChanged 4
		SP:Iteration 98Q (42055.830000 sec): 3 clusters
  Score: Raw -2491596.687475 + Penalty 11247.877599 = -2480348.809875
  nChanged 3
		SP:Iteration 99Q (42055.890000 sec): 3 clusters
  Score: Raw -2491598.007048 + Penalty 11247.877599 = -2480350.129449
  nChanged 5
		SP:Iteration 100F (42055.960000 sec): 3 clusters
  Score: Raw -2491599.976132 + Penalty 11247.877599 = -2480352.098533
  nChanged 2
		SP:Iteration 101Q (42056.020000 sec): 3 clusters
  Score: Raw -2491600.564769 + Penalty 11247.877599 = -2480352.687169
  nChanged 1
		SP:Iteration 102Q (42056.080000 sec): 3 clusters
  Score: Raw -2491601.073546 + Penalty 11247.877599 = -2480353.195946
  nChanged 1
		SP:Iteration 103Q (42056.140000 sec): 3 clusters
  Score: Raw -2491601.609957 + Penalty 11247.877599 = -2480353.732357
  nChanged 2
		SP:Iteration 104Q (42056.210000 sec): 3 clusters
  Score: Raw -2491602.263312 + Penalty 11247.877599 = -2480354.385713
  nChanged 2
		SP:Iteration 105Q (42056.270000 sec): 3 clusters
  Score: Raw -2491603.009829 + Penalty 11247.877599 = -2480355.132230
  nChanged 2
		SP:Iteration 106Q (42056.330000 sec): 3 clusters
  Score: Raw -2491603.711094 + Penalty 11247.877599 = -2480355.833494
  nChanged 1
		SP:Iteration 107Q (42056.390000 sec): 3 clusters
  Score: Raw -2491603.983894 + Penalty 11247.877599 = -2480356.106294
  nChanged 1
		SP:Iteration 108Q (42056.450000 sec): 3 clusters
  Score: Raw -2491604.437753 + Penalty 11247.877599 = -2480356.560154
  nChanged 1
		SP:Iteration 109Q (42056.510000 sec): 3 clusters
  Score: Raw -2491604.714568 + Penalty 11247.877599 = -2480356.836969
  nChanged 1
		SP:Iteration 110Q (42056.580000 sec): 3 clusters
  Score: Raw -2491604.922604 + Penalty 11247.877599 = -2480357.045004
  nChanged 1
		SP:Iteration 111Q (42056.640000 sec): 3 clusters
  Score: Raw -2491605.102554 + Penalty 11247.877599 = -2480357.224954
  nChanged 1
		SP:Iteration 112Q (42056.700000 sec): 3 clusters
  Score: Raw -2491605.312466 + Penalty 11247.877599 = -2480357.434867
  nChanged 1
		SP:Iteration 113Q (42056.760000 sec): 3 clusters
  Score: Raw -2491605.459401 + Penalty 11247.877599 = -2480357.581801
  nChanged 1
		SP:Iteration 114Q (42056.830000 sec): 3 clusters
  Score: Raw -2491605.713620 + Penalty 11247.877599 = -2480357.836021
  nChanged 0
		SP:Iteration 115F (42056.890000 sec): 3 clusters
  Score: Raw -2491605.713620 + Penalty 11247.877599 = -2480357.836021
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42056.990000 sec): 2 clusters
  Score: Raw -3737567.894895 + Penalty 5872.412194 = -3731695.482701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42057.090000 sec): 3 clusters
  Score: Raw -3730545.262173 + Penalty 11744.824388 = -3718800.437785
  nChanged 5576
		SP:Iteration 1F (42057.200000 sec): 3 clusters
  Score: Raw -3733906.800907 + Penalty 11744.824388 = -3722161.976519
  nChanged 1210
		SP:Iteration 2F (42057.300000 sec): 3 clusters
  Score: Raw -3734842.255805 + Penalty 11744.824388 = -3723097.431416
  nChanged 935
		SP:Iteration 3F (42057.410000 sec): 3 clusters
  Score: Raw -3735708.039878 + Penalty 11744.824388 = -3723963.215489
  nChanged 904
		SP:Iteration 4F (42057.510000 sec): 3 clusters
  Score: Raw -3736533.846682 + Penalty 11744.824388 = -3724789.022294
  nChanged 850
		SP:Iteration 5F (42057.610000 sec): 3 clusters
  Score: Raw -3737264.497719 + Penalty 11744.824388 = -3725519.673330
  nChanged 764
		SP:Iteration 6F (42057.720000 sec): 3 clusters
  Score: Raw -3737903.200230 + Penalty 11744.824388 = -3726158.375842
  nChanged 687
		SP:Iteration 7Q (42057.820000 sec): 3 clusters
  Score: Raw -3738426.815682 + Penalty 11744.824388 = -3726681.991294
  nChanged 596
		SP:Iteration 8Q (42057.920000 sec): 3 clusters
  Score: Raw -3738843.210937 + Penalty 11744.824388 = -3727098.386549
  nChanged 489
		SP:Iteration 9Q (42058.020000 sec): 3 clusters
  Score: Raw -3739139.734877 + Penalty 11744.824388 = -3727394.910489
  nChanged 393
		SP:Iteration 10Q (42058.120000 sec): 3 clusters
  Score: Raw -3739375.598401 + Penalty 11744.824388 = -3727630.774013
  nChanged 349
		SP:Iteration 11Q (42058.220000 sec): 3 clusters
  Score: Raw -3739561.923311 + Penalty 11744.824388 = -3727817.098922
  nChanged 277
		SP:Iteration 12Q (42058.320000 sec): 3 clusters
  Score: Raw -3739700.359656 + Penalty 11744.824388 = -3727955.535268
  nChanged 207
		SP:Iteration 13Q (42058.420000 sec): 3 clusters
  Score: Raw -3739804.714974 + Penalty 11744.824388 = -3728059.890585
  nChanged 182
		SP:Iteration 14Q (42058.520000 sec): 3 clusters
  Score: Raw -3739885.763821 + Penalty 11744.824388 = -3728140.939432
  nChanged 155
		SP:Iteration 15Q (42058.620000 sec): 3 clusters
  Score: Raw -3739951.542412 + Penalty 11744.824388 = -3728206.718024
  nChanged 138
		SP:Iteration 16Q (42058.720000 sec): 3 clusters
  Score: Raw -3740003.569334 + Penalty 11744.824388 = -3728258.744946
  nChanged 114
		SP:Iteration 17Q (42058.820000 sec): 3 clusters
  Score: Raw -3740043.196928 + Penalty 11744.824388 = -3728298.372539
  nChanged 94
		SP:Iteration 18Q (42058.910000 sec): 3 clusters
  Score: Raw -3740073.520548 + Penalty 11744.824388 = -3728328.696160
  nChanged 71
		SP:Iteration 19Q (42059.010000 sec): 3 clusters
  Score: Raw -3740094.396067 + Penalty 11744.824388 = -3728349.571678
  nChanged 58
		SP:Iteration 20F (42059.120000 sec): 3 clusters
  Score: Raw -3740114.364040 + Penalty 11744.824388 = -3728369.539652
  nChanged 60
		SP:Iteration 21Q (42059.210000 sec): 3 clusters
  Score: Raw -3740134.294006 + Penalty 11744.824388 = -3728389.469617
  nChanged 59
		SP:Iteration 22Q (42059.310000 sec): 3 clusters
  Score: Raw -3740152.968486 + Penalty 11744.824388 = -3728408.144098
  nChanged 55
		SP:Iteration 23Q (42059.410000 sec): 3 clusters
  Score: Raw -3740168.871811 + Penalty 11744.824388 = -3728424.047422
  nChanged 49
		SP:Iteration 24Q (42059.510000 sec): 3 clusters
  Score: Raw -3740183.308109 + Penalty 11744.824388 = -3728438.483720
  nChanged 49
		SP:Iteration 25Q (42059.610000 sec): 3 clusters
  Score: Raw -3740201.625426 + Penalty 11744.824388 = -3728456.801037
  nChanged 42
		SP:Iteration 26Q (42059.710000 sec): 3 clusters
  Score: Raw -3740217.037144 + Penalty 11744.824388 = -3728472.212755
  nChanged 40
		SP:Iteration 27Q (42059.800000 sec): 3 clusters
  Score: Raw -3740227.926996 + Penalty 11744.824388 = -3728483.102607
  nChanged 28
		SP:Iteration 28Q (42059.900000 sec): 3 clusters
  Score: Raw -3740235.401211 + Penalty 11744.824388 = -3728490.576822
  nChanged 26
		SP:Iteration 29Q (42060.000000 sec): 3 clusters
  Score: Raw -3740243.367668 + Penalty 11744.824388 = -3728498.543279
  nChanged 21
		SP:Iteration 30Q (42060.090000 sec): 3 clusters
  Score: Raw -3740248.950299 + Penalty 11744.824388 = -3728504.125910
  nChanged 17
		SP:Iteration 31Q (42060.190000 sec): 3 clusters
  Score: Raw -3740253.529693 + Penalty 11744.824388 = -3728508.705305
  nChanged 19
		SP:Iteration 32Q (42060.290000 sec): 3 clusters
  Score: Raw -3740257.701888 + Penalty 11744.824388 = -3728512.877500
  nChanged 17
		SP:Iteration 33Q (42060.390000 sec): 3 clusters
  Score: Raw -3740261.922309 + Penalty 11744.824388 = -3728517.097921
  nChanged 12
		SP:Iteration 34Q (42060.490000 sec): 3 clusters
  Score: Raw -3740265.594296 + Penalty 11744.824388 = -3728520.769908
  nChanged 13
		SP:Iteration 35Q (42060.580000 sec): 3 clusters
  Score: Raw -3740269.788976 + Penalty 11744.824388 = -3728524.964587
  nChanged 19
		SP:Iteration 36Q (42060.680000 sec): 3 clusters
  Score: Raw -3740275.227573 + Penalty 11744.824388 = -3728530.403185
  nChanged 17
		SP:Iteration 37Q (42060.780000 sec): 3 clusters
  Score: Raw -3740279.376270 + Penalty 11744.824388 = -3728534.551881
  nChanged 18
		SP:Iteration 38Q (42060.870000 sec): 3 clusters
  Score: Raw -3740283.873504 + Penalty 11744.824388 = -3728539.049116
  nChanged 12
		SP:Iteration 39Q (42060.970000 sec): 3 clusters
  Score: Raw -3740286.579220 + Penalty 11744.824388 = -3728541.754832
  nChanged 12
		SP:Iteration 40F (42061.070000 sec): 3 clusters
  Score: Raw -3740290.191150 + Penalty 11744.824388 = -3728545.366762
  nChanged 9
		SP:Iteration 41Q (42061.170000 sec): 3 clusters
  Score: Raw -3740292.311706 + Penalty 11744.824388 = -3728547.487318
  nChanged 10
		SP:Iteration 42Q (42061.270000 sec): 3 clusters
  Score: Raw -3740294.274276 + Penalty 11744.824388 = -3728549.449888
  nChanged 5
		SP:Iteration 43Q (42061.370000 sec): 3 clusters
  Score: Raw -3740295.576907 + Penalty 11744.824388 = -3728550.752519
  nChanged 5
		SP:Iteration 44Q (42061.460000 sec): 3 clusters
  Score: Raw -3740296.583451 + Penalty 11744.824388 = -3728551.759062
  nChanged 5
		SP:Iteration 45Q (42061.560000 sec): 3 clusters
  Score: Raw -3740297.804760 + Penalty 11744.824388 = -3728552.980372
  nChanged 6
		SP:Iteration 46Q (42061.660000 sec): 3 clusters
  Score: Raw -3740299.271628 + Penalty 11744.824388 = -3728554.447239
  nChanged 3
		SP:Iteration 47Q (42061.750000 sec): 3 clusters
  Score: Raw -3740300.027280 + Penalty 11744.824388 = -3728555.202891
  nChanged 4
		SP:Iteration 48Q (42061.850000 sec): 3 clusters
  Score: Raw -3740300.969764 + Penalty 11744.824388 = -3728556.145375
  nChanged 7
		SP:Iteration 49Q (42061.950000 sec): 3 clusters
  Score: Raw -3740302.558818 + Penalty 11744.824388 = -3728557.734429
  nChanged 4
		SP:Iteration 50Q (42062.050000 sec): 3 clusters
  Score: Raw -3740303.212597 + Penalty 11744.824388 = -3728558.388208
  nChanged 2
		SP:Iteration 51Q (42062.140000 sec): 3 clusters
  Score: Raw -3740303.448379 + Penalty 11744.824388 = -3728558.623991
  nChanged 1
		SP:Iteration 52Q (42062.240000 sec): 3 clusters
  Score: Raw -3740303.607297 + Penalty 11744.824388 = -3728558.782909
  nChanged 1
		SP:Iteration 53Q (42062.340000 sec): 3 clusters
  Score: Raw -3740304.288213 + Penalty 11744.824388 = -3728559.463825
  nChanged 3
		SP:Iteration 54Q (42062.430000 sec): 3 clusters
  Score: Raw -3740304.738982 + Penalty 11744.824388 = -3728559.914593
  nChanged 3
		SP:Iteration 55Q (42062.530000 sec): 3 clusters
  Score: Raw -3740305.798272 + Penalty 11744.824388 = -3728560.973884
  nChanged 4
		SP:Iteration 56Q (42062.630000 sec): 3 clusters
  Score: Raw -3740306.572743 + Penalty 11744.824388 = -3728561.748354
  nChanged 3
		SP:Iteration 57Q (42062.730000 sec): 3 clusters
  Score: Raw -3740307.200800 + Penalty 11744.824388 = -3728562.376411
  nChanged 6
		SP:Iteration 58Q (42062.820000 sec): 3 clusters
  Score: Raw -3740308.518106 + Penalty 11744.824388 = -3728563.693718
  nChanged 6
		SP:Iteration 59Q (42062.920000 sec): 3 clusters
  Score: Raw -3740310.073789 + Penalty 11744.824388 = -3728565.249400
  nChanged 8
		SP:Iteration 60F (42063.020000 sec): 3 clusters
  Score: Raw -3740311.951626 + Penalty 11744.824388 = -3728567.127238
  nChanged 6
		SP:Iteration 61Q (42063.120000 sec): 3 clusters
  Score: Raw -3740313.169133 + Penalty 11744.824388 = -3728568.344744
  nChanged 8
		SP:Iteration 62Q (42063.220000 sec): 3 clusters
  Score: Raw -3740315.139525 + Penalty 11744.824388 = -3728570.315136
  nChanged 10
		SP:Iteration 63Q (42063.310000 sec): 3 clusters
  Score: Raw -3740317.587567 + Penalty 11744.824388 = -3728572.763178
  nChanged 9
		SP:Iteration 64Q (42063.410000 sec): 3 clusters
  Score: Raw -3740320.404207 + Penalty 11744.824388 = -3728575.579818
  nChanged 14
		SP:Iteration 65Q (42063.510000 sec): 3 clusters
  Score: Raw -3740323.428151 + Penalty 11744.824388 = -3728578.603763
  nChanged 9
		SP:Iteration 66Q (42063.610000 sec): 3 clusters
  Score: Raw -3740325.243171 + Penalty 11744.824388 = -3728580.418783
  nChanged 9
		SP:Iteration 67Q (42063.700000 sec): 3 clusters
  Score: Raw -3740327.188919 + Penalty 11744.824388 = -3728582.364531
  nChanged 12
		SP:Iteration 68Q (42063.800000 sec): 3 clusters
  Score: Raw -3740330.176354 + Penalty 11744.824388 = -3728585.351965
  nChanged 15
		SP:Iteration 69Q (42063.890000 sec): 3 clusters
  Score: Raw -3740333.569005 + Penalty 11744.824388 = -3728588.744617
  nChanged 16
		SP:Iteration 70Q (42063.990000 sec): 3 clusters
  Score: Raw -3740337.525508 + Penalty 11744.824388 = -3728592.701120
  nChanged 13
		SP:Iteration 71Q (42064.080000 sec): 3 clusters
  Score: Raw -3740340.573398 + Penalty 11744.824388 = -3728595.749010
  nChanged 13
		SP:Iteration 72Q (42064.180000 sec): 3 clusters
  Score: Raw -3740343.749183 + Penalty 11744.824388 = -3728598.924794
  nChanged 9
		SP:Iteration 73Q (42064.270000 sec): 3 clusters
  Score: Raw -3740346.061223 + Penalty 11744.824388 = -3728601.236835
  nChanged 10
		SP:Iteration 74Q (42064.370000 sec): 3 clusters
  Score: Raw -3740349.844756 + Penalty 11744.824388 = -3728605.020368
  nChanged 18
		SP:Iteration 75Q (42064.470000 sec): 3 clusters
  Score: Raw -3740355.208111 + Penalty 11744.824388 = -3728610.383722
  nChanged 18
		SP:Iteration 76Q (42064.570000 sec): 3 clusters
  Score: Raw -3740359.414483 + Penalty 11744.824388 = -3728614.590094
  nChanged 18
		SP:Iteration 77Q (42064.660000 sec): 3 clusters
  Score: Raw -3740363.736589 + Penalty 11744.824388 = -3728618.912200
  nChanged 19
		SP:Iteration 78Q (42064.760000 sec): 3 clusters
  Score: Raw -3740368.439145 + Penalty 11744.824388 = -3728623.614757
  nChanged 12
		SP:Iteration 79Q (42064.850000 sec): 3 clusters
  Score: Raw -3740371.129848 + Penalty 11744.824388 = -3728626.305459
  nChanged 13
		SP:Iteration 80F (42064.960000 sec): 3 clusters
  Score: Raw -3740374.778661 + Penalty 11744.824388 = -3728629.954273
  nChanged 15
		SP:Iteration 81Q (42065.050000 sec): 3 clusters
  Score: Raw -3740379.504158 + Penalty 11744.824388 = -3728634.679770
  nChanged 15
		SP:Iteration 82Q (42065.150000 sec): 3 clusters
  Score: Raw -3740383.137019 + Penalty 11744.824388 = -3728638.312630
  nChanged 16
		SP:Iteration 83Q (42065.250000 sec): 3 clusters
  Score: Raw -3740387.006626 + Penalty 11744.824388 = -3728642.182238
  nChanged 11
		SP:Iteration 84Q (42065.340000 sec): 3 clusters
  Score: Raw -3740389.076099 + Penalty 11744.824388 = -3728644.251711
  nChanged 2
		SP:Iteration 85Q (42065.440000 sec): 3 clusters
  Score: Raw -3740389.336842 + Penalty 11744.824388 = -3728644.512453
  nChanged 1
		SP:Iteration 86Q (42065.530000 sec): 3 clusters
  Score: Raw -3740389.516982 + Penalty 11744.824388 = -3728644.692594
  nChanged 3
		SP:Iteration 87Q (42065.630000 sec): 3 clusters
  Score: Raw -3740390.094632 + Penalty 11744.824388 = -3728645.270244
  nChanged 2
		SP:Iteration 88Q (42065.730000 sec): 3 clusters
  Score: Raw -3740390.345394 + Penalty 11744.824388 = -3728645.521005
  nChanged 1
		SP:Iteration 89Q (42065.820000 sec): 3 clusters
  Score: Raw -3740390.533196 + Penalty 11744.824388 = -3728645.708808
  nChanged 3
		SP:Iteration 90Q (42065.920000 sec): 3 clusters
  Score: Raw -3740391.421837 + Penalty 11744.824388 = -3728646.597449
  nChanged 6
		SP:Iteration 91Q (42066.010000 sec): 3 clusters
  Score: Raw -3740393.419049 + Penalty 11744.824388 = -3728648.594661
  nChanged 6
		SP:Iteration 92Q (42066.110000 sec): 3 clusters
  Score: Raw -3740394.465829 + Penalty 11744.824388 = -3728649.641441
  nChanged 4
		SP:Iteration 93Q (42066.210000 sec): 3 clusters
  Score: Raw -3740395.397735 + Penalty 11744.824388 = -3728650.573346
  nChanged 5
		SP:Iteration 94Q (42066.310000 sec): 3 clusters
  Score: Raw -3740396.576654 + Penalty 11744.824388 = -3728651.752265
  nChanged 8
		SP:Iteration 95Q (42066.400000 sec): 3 clusters
  Score: Raw -3740398.645417 + Penalty 11744.824388 = -3728653.821028
  nChanged 11
		SP:Iteration 96Q (42066.490000 sec): 3 clusters
  Score: Raw -3740401.231696 + Penalty 11744.824388 = -3728656.407307
  nChanged 7
		SP:Iteration 97Q (42066.590000 sec): 3 clusters
  Score: Raw -3740402.416287 + Penalty 11744.824388 = -3728657.591899
  nChanged 5
		SP:Iteration 98Q (42066.690000 sec): 3 clusters
  Score: Raw -3740403.294534 + Penalty 11744.824388 = -3728658.470146
  nChanged 6
		SP:Iteration 99Q (42066.780000 sec): 3 clusters
  Score: Raw -3740404.793170 + Penalty 11744.824388 = -3728659.968782
  nChanged 7
		SP:Iteration 100F (42066.890000 sec): 3 clusters
  Score: Raw -3740406.861223 + Penalty 11744.824388 = -3728662.036834
  nChanged 8
		SP:Iteration 101Q (42066.990000 sec): 3 clusters
  Score: Raw -3740408.924984 + Penalty 11744.824388 = -3728664.100595
  nChanged 8
		SP:Iteration 102Q (42067.080000 sec): 3 clusters
  Score: Raw -3740410.739024 + Penalty 11744.824388 = -3728665.914635
  nChanged 8
		SP:Iteration 103Q (42067.170000 sec): 3 clusters
  Score: Raw -3740412.252615 + Penalty 11744.824388 = -3728667.428226
  nChanged 11
		SP:Iteration 104Q (42067.270000 sec): 3 clusters
  Score: Raw -3740416.056476 + Penalty 11744.824388 = -3728671.232088
  nChanged 15
		SP:Iteration 105Q (42067.370000 sec): 3 clusters
  Score: Raw -3740419.122984 + Penalty 11744.824388 = -3728674.298595
  nChanged 10
		SP:Iteration 106Q (42067.460000 sec): 3 clusters
  Score: Raw -3740421.350823 + Penalty 11744.824388 = -3728676.526435
  nChanged 5
		SP:Iteration 107Q (42067.560000 sec): 3 clusters
  Score: Raw -3740422.384668 + Penalty 11744.824388 = -3728677.560280
  nChanged 8
		SP:Iteration 108Q (42067.660000 sec): 3 clusters
  Score: Raw -3740424.253919 + Penalty 11744.824388 = -3728679.429530
  nChanged 8
		SP:Iteration 109Q (42067.750000 sec): 3 clusters
  Score: Raw -3740426.391311 + Penalty 11744.824388 = -3728681.566922
  nChanged 6
		SP:Iteration 110Q (42067.850000 sec): 3 clusters
  Score: Raw -3740428.355793 + Penalty 11744.824388 = -3728683.531404
  nChanged 10
		SP:Iteration 111Q (42067.940000 sec): 3 clusters
  Score: Raw -3740430.886570 + Penalty 11744.824388 = -3728686.062181
  nChanged 10
		SP:Iteration 112Q (42068.040000 sec): 3 clusters
  Score: Raw -3740433.586308 + Penalty 11744.824388 = -3728688.761919
  nChanged 5
		SP:Iteration 113Q (42068.130000 sec): 3 clusters
  Score: Raw -3740434.593903 + Penalty 11744.824388 = -3728689.769514
  nChanged 3
		SP:Iteration 114Q (42068.230000 sec): 3 clusters
  Score: Raw -3740435.360931 + Penalty 11744.824388 = -3728690.536542
  nChanged 5
		SP:Iteration 115Q (42068.330000 sec): 3 clusters
  Score: Raw -3740436.262264 + Penalty 11744.824388 = -3728691.437876
  nChanged 2
		SP:Iteration 116Q (42068.420000 sec): 3 clusters
  Score: Raw -3740436.699518 + Penalty 11744.824388 = -3728691.875130
  nChanged 1
		SP:Iteration 117Q (42068.510000 sec): 3 clusters
  Score: Raw -3740437.012948 + Penalty 11744.824388 = -3728692.188560
  nChanged 0
		SP:Iteration 118F (42068.620000 sec): 3 clusters
  Score: Raw -3740437.012948 + Penalty 11744.824388 = -3728692.188560
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42069.030000 sec): 2 clusters
  Score: Raw -16602778.383110 + Penalty 6760.330274 = -16596018.052837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42069.480000 sec): 3 clusters
  Score: Raw -16565898.354476 + Penalty 13520.660547 = -16552377.693929
  nChanged 27832
		SP:Iteration 1F (42069.930000 sec): 3 clusters
  Score: Raw -16580966.213970 + Penalty 13520.660547 = -16567445.553422
  nChanged 3071
		SP:Iteration 2Q (42070.390000 sec): 3 clusters
  Score: Raw -16582028.477847 + Penalty 13520.660547 = -16568507.817300
  nChanged 2755
		SP:Iteration 3Q (42070.840000 sec): 3 clusters
  Score: Raw -16583006.751034 + Penalty 13520.660547 = -16569486.090487
  nChanged 2552
		SP:Iteration 4Q (42071.300000 sec): 3 clusters
  Score: Raw -16583966.395892 + Penalty 13520.660547 = -16570445.735344
  nChanged 2431
		SP:Iteration 5Q (42071.750000 sec): 3 clusters
  Score: Raw -16585062.646056 + Penalty 13520.660547 = -16571541.985509
  nChanged 2579
		SP:Iteration 6Q (42072.210000 sec): 3 clusters
  Score: Raw -16586393.273985 + Penalty 13520.660547 = -16572872.613438
  nChanged 2770
		SP:Iteration 7Q (42072.670000 sec): 3 clusters
  Score: Raw -16588034.517606 + Penalty 13520.660547 = -16574513.857059
  nChanged 3076
		SP:Iteration 8Q (42073.120000 sec): 3 clusters
  Score: Raw -16589990.243490 + Penalty 13520.660547 = -16576469.582943
  nChanged 3147
		SP:Iteration 9F (42073.570000 sec): 3 clusters
  Score: Raw -16592183.772969 + Penalty 13520.660547 = -16578663.112422
  nChanged 3128
		SP:Iteration 10F (42074.020000 sec): 3 clusters
  Score: Raw -16594289.511122 + Penalty 13520.660547 = -16580768.850574
  nChanged 2850
		SP:Iteration 11Q (42074.460000 sec): 3 clusters
  Score: Raw -16596039.561165 + Penalty 13520.660547 = -16582518.900618
  nChanged 2441
		SP:Iteration 12Q (42074.890000 sec): 3 clusters
  Score: Raw -16597513.234356 + Penalty 13520.660547 = -16583992.573809
  nChanged 2226
		SP:Iteration 13Q (42075.320000 sec): 3 clusters
  Score: Raw -16598761.056713 + Penalty 13520.660547 = -16585240.396165
  nChanged 1865
		SP:Iteration 14Q (42075.750000 sec): 3 clusters
  Score: Raw -16599757.342226 + Penalty 13520.660547 = -16586236.681679
  nChanged 1587
		SP:Iteration 15Q (42076.180000 sec): 3 clusters
  Score: Raw -16600569.301071 + Penalty 13520.660547 = -16587048.640524
  nChanged 1304
		SP:Iteration 16Q (42076.590000 sec): 3 clusters
  Score: Raw -16601231.882242 + Penalty 13520.660547 = -16587711.221694
  nChanged 1092
		SP:Iteration 17Q (42077.010000 sec): 3 clusters
  Score: Raw -16601759.980934 + Penalty 13520.660547 = -16588239.320387
  nChanged 898
		SP:Iteration 18Q (42077.410000 sec): 3 clusters
  Score: Raw -16602204.402770 + Penalty 13520.660547 = -16588683.742222
  nChanged 750
		SP:Iteration 19Q (42077.800000 sec): 3 clusters
  Score: Raw -16602570.794124 + Penalty 13520.660547 = -16589050.133576
  nChanged 619
		SP:Iteration 20F (42078.270000 sec): 3 clusters
  Score: Raw -16602862.287897 + Penalty 13520.660547 = -16589341.627350
  nChanged 497
		SP:Iteration 21Q (42078.650000 sec): 3 clusters
  Score: Raw -16603103.155869 + Penalty 13520.660547 = -16589582.495321
  nChanged 411
		SP:Iteration 22Q (42079.030000 sec): 3 clusters
  Score: Raw -16603297.029009 + Penalty 13520.660547 = -16589776.368462
  nChanged 334
		SP:Iteration 23Q (42079.400000 sec): 3 clusters
  Score: Raw -16603453.924446 + Penalty 13520.660547 = -16589933.263899
  nChanged 265
		SP:Iteration 24Q (42079.780000 sec): 3 clusters
  Score: Raw -16603570.791643 + Penalty 13520.660547 = -16590050.131095
  nChanged 195
		SP:Iteration 25Q (42080.140000 sec): 3 clusters
  Score: Raw -16603657.831398 + Penalty 13520.660547 = -16590137.170851
  nChanged 174
		SP:Iteration 26Q (42080.500000 sec): 3 clusters
  Score: Raw -16603737.652917 + Penalty 13520.660547 = -16590216.992369
  nChanged 127
		SP:Iteration 27Q (42080.860000 sec): 3 clusters
  Score: Raw -16603790.072940 + Penalty 13520.660547 = -16590269.412393
  nChanged 98
		SP:Iteration 28Q (42081.220000 sec): 3 clusters
  Score: Raw -16603831.974333 + Penalty 13520.660547 = -16590311.313786
  nChanged 103
		SP:Iteration 29Q (42081.570000 sec): 3 clusters
  Score: Raw -16603878.263892 + Penalty 13520.660547 = -16590357.603345
  nChanged 92
		SP:Iteration 30Q (42081.930000 sec): 3 clusters
  Score: Raw -16603919.642364 + Penalty 13520.660547 = -16590398.981816
  nChanged 79
		SP:Iteration 31Q (42082.280000 sec): 3 clusters
  Score: Raw -16603952.292788 + Penalty 13520.660547 = -16590431.632241
  nChanged 73
		SP:Iteration 32Q (42082.630000 sec): 3 clusters
  Score: Raw -16603987.890678 + Penalty 13520.660547 = -16590467.230131
  nChanged 62
		SP:Iteration 33Q (42082.980000 sec): 3 clusters
  Score: Raw -16604012.753196 + Penalty 13520.660547 = -16590492.092649
  nChanged 45
		SP:Iteration 34Q (42083.330000 sec): 3 clusters
  Score: Raw -16604032.218990 + Penalty 13520.660547 = -16590511.558443
  nChanged 48
		SP:Iteration 35Q (42083.680000 sec): 3 clusters
  Score: Raw -16604053.635233 + Penalty 13520.660547 = -16590532.974685
  nChanged 42
		SP:Iteration 36Q (42084.030000 sec): 3 clusters
  Score: Raw -16604072.317801 + Penalty 13520.660547 = -16590551.657253
  nChanged 42
		SP:Iteration 37Q (42084.380000 sec): 3 clusters
  Score: Raw -16604090.231674 + Penalty 13520.660547 = -16590569.571127
  nChanged 29
		SP:Iteration 38Q (42084.730000 sec): 3 clusters
  Score: Raw -16604101.237663 + Penalty 13520.660547 = -16590580.577116
  nChanged 23
		SP:Iteration 39Q (42085.080000 sec): 3 clusters
  Score: Raw -16604111.462817 + Penalty 13520.660547 = -16590590.802270
  nChanged 21
		SP:Iteration 40F (42085.540000 sec): 3 clusters
  Score: Raw -16604119.206105 + Penalty 13520.660547 = -16590598.545557
  nChanged 17
		SP:Iteration 41Q (42085.890000 sec): 3 clusters
  Score: Raw -16604125.364660 + Penalty 13520.660547 = -16590604.704113
  nChanged 14
		SP:Iteration 42Q (42086.240000 sec): 3 clusters
  Score: Raw -16604129.919328 + Penalty 13520.660547 = -16590609.258781
  nChanged 12
		SP:Iteration 43Q (42086.590000 sec): 3 clusters
  Score: Raw -16604134.588420 + Penalty 13520.660547 = -16590613.927873
  nChanged 15
		SP:Iteration 44Q (42086.930000 sec): 3 clusters
  Score: Raw -16604140.450754 + Penalty 13520.660547 = -16590619.790207
  nChanged 5
		SP:Iteration 45Q (42087.280000 sec): 3 clusters
  Score: Raw -16604142.296436 + Penalty 13520.660547 = -16590621.635888
  nChanged 4
		SP:Iteration 46Q (42087.630000 sec): 3 clusters
  Score: Raw -16604144.214749 + Penalty 13520.660547 = -16590623.554202
  nChanged 7
		SP:Iteration 47Q (42087.970000 sec): 3 clusters
  Score: Raw -16604147.339462 + Penalty 13520.660547 = -16590626.678915
  nChanged 8
		SP:Iteration 48Q (42088.320000 sec): 3 clusters
  Score: Raw -16604150.508470 + Penalty 13520.660547 = -16590629.847922
  nChanged 6
		SP:Iteration 49Q (42088.660000 sec): 3 clusters
  Score: Raw -16604152.740654 + Penalty 13520.660547 = -16590632.080107
  nChanged 5
		SP:Iteration 50Q (42089.010000 sec): 3 clusters
  Score: Raw -16604154.712734 + Penalty 13520.660547 = -16590634.052187
  nChanged 6
		SP:Iteration 51Q (42089.360000 sec): 3 clusters
  Score: Raw -16604156.673797 + Penalty 13520.660547 = -16590636.013250
  nChanged 2
		SP:Iteration 52Q (42089.700000 sec): 3 clusters
  Score: Raw -16604157.423216 + Penalty 13520.660547 = -16590636.762668
  nChanged 0
		SP:Iteration 53F (42090.170000 sec): 3 clusters
  Score: Raw -16604157.423216 + Penalty 13520.660547 = -16590636.762668
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (16828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42090.310000 sec): 2 clusters
  Score: Raw -4458796.827919 + Penalty 5960.114660 = -4452836.713259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42090.440000 sec): 3 clusters
  Score: Raw -4450181.844840 + Penalty 11920.229320 = -4438261.615521
  nChanged 6712
		SP:Iteration 1F (42090.570000 sec): 3 clusters
  Score: Raw -4453908.976114 + Penalty 11920.229320 = -4441988.746794
  nChanged 1261
		SP:Iteration 2F (42090.700000 sec): 3 clusters
  Score: Raw -4454627.317373 + Penalty 11920.229320 = -4442707.088053
  nChanged 949
		SP:Iteration 3F (42090.820000 sec): 3 clusters
  Score: Raw -4455214.123432 + Penalty 11920.229320 = -4443293.894112
  nChanged 899
		SP:Iteration 4F (42090.950000 sec): 3 clusters
  Score: Raw -4455791.102713 + Penalty 11920.229320 = -4443870.873393
  nChanged 856
		SP:Iteration 5F (42091.080000 sec): 3 clusters
  Score: Raw -4456326.760548 + Penalty 11920.229320 = -4444406.531228
  nChanged 795
		SP:Iteration 6Q (42091.200000 sec): 3 clusters
  Score: Raw -4456832.284662 + Penalty 11920.229320 = -4444912.055342
  nChanged 746
		SP:Iteration 7Q (42091.330000 sec): 3 clusters
  Score: Raw -4457276.040458 + Penalty 11920.229320 = -4445355.811138
  nChanged 654
		SP:Iteration 8Q (42091.460000 sec): 3 clusters
  Score: Raw -4457644.166245 + Penalty 11920.229320 = -4445723.936925
  nChanged 572
		SP:Iteration 9Q (42091.590000 sec): 3 clusters
  Score: Raw -4457954.121699 + Penalty 11920.229320 = -4446033.892380
  nChanged 490
		SP:Iteration 10Q (42091.720000 sec): 3 clusters
  Score: Raw -4458205.765222 + Penalty 11920.229320 = -4446285.535902
  nChanged 411
		SP:Iteration 11Q (42091.840000 sec): 3 clusters
  Score: Raw -4458403.486748 + Penalty 11920.229320 = -4446483.257428
  nChanged 376
		SP:Iteration 12Q (42091.970000 sec): 3 clusters
  Score: Raw -4458573.020487 + Penalty 11920.229320 = -4446652.791167
  nChanged 297
		SP:Iteration 13Q (42092.100000 sec): 3 clusters
  Score: Raw -4458703.260854 + Penalty 11920.229320 = -4446783.031534
  nChanged 252
		SP:Iteration 14Q (42092.220000 sec): 3 clusters
  Score: Raw -4458804.144203 + Penalty 11920.229320 = -4446883.914883
  nChanged 192
		SP:Iteration 15Q (42092.350000 sec): 3 clusters
  Score: Raw -4458882.227284 + Penalty 11920.229320 = -4446961.997964
  nChanged 183
		SP:Iteration 16Q (42092.480000 sec): 3 clusters
  Score: Raw -4458950.449654 + Penalty 11920.229320 = -4447030.220334
  nChanged 154
		SP:Iteration 17Q (42092.600000 sec): 3 clusters
  Score: Raw -4459008.819263 + Penalty 11920.229320 = -4447088.589943
  nChanged 142
		SP:Iteration 18Q (42092.730000 sec): 3 clusters
  Score: Raw -4459066.519187 + Penalty 11920.229320 = -4447146.289868
  nChanged 160
		SP:Iteration 19Q (42092.860000 sec): 3 clusters
  Score: Raw -4459131.329356 + Penalty 11920.229320 = -4447211.100036
  nChanged 143
		SP:Iteration 20F (42092.980000 sec): 3 clusters
  Score: Raw -4459188.192506 + Penalty 11920.229320 = -4447267.963186
  nChanged 136
		SP:Iteration 21Q (42093.110000 sec): 3 clusters
  Score: Raw -4459242.933016 + Penalty 11920.229320 = -4447322.703696
  nChanged 134
		SP:Iteration 22Q (42093.240000 sec): 3 clusters
  Score: Raw -4459294.765725 + Penalty 11920.229320 = -4447374.536405
  nChanged 109
		SP:Iteration 23Q (42093.360000 sec): 3 clusters
  Score: Raw -4459332.787199 + Penalty 11920.229320 = -4447412.557879
  nChanged 87
		SP:Iteration 24Q (42093.490000 sec): 3 clusters
  Score: Raw -4459361.450955 + Penalty 11920.229320 = -4447441.221636
  nChanged 79
		SP:Iteration 25Q (42093.620000 sec): 3 clusters
  Score: Raw -4459391.668161 + Penalty 11920.229320 = -4447471.438841
  nChanged 72
		SP:Iteration 26Q (42093.750000 sec): 3 clusters
  Score: Raw -4459419.984775 + Penalty 11920.229320 = -4447499.755455
  nChanged 69
		SP:Iteration 27Q (42093.870000 sec): 3 clusters
  Score: Raw -4459447.272538 + Penalty 11920.229320 = -4447527.043218
  nChanged 65
		SP:Iteration 28Q (42094.000000 sec): 3 clusters
  Score: Raw -4459472.585612 + Penalty 11920.229320 = -4447552.356292
  nChanged 71
		SP:Iteration 29Q (42094.130000 sec): 3 clusters
  Score: Raw -4459497.466178 + Penalty 11920.229320 = -4447577.236858
  nChanged 74
		SP:Iteration 30Q (42094.250000 sec): 3 clusters
  Score: Raw -4459523.334767 + Penalty 11920.229320 = -4447603.105448
  nChanged 50
		SP:Iteration 31Q (42094.380000 sec): 3 clusters
  Score: Raw -4459541.113806 + Penalty 11920.229320 = -4447620.884486
  nChanged 49
		SP:Iteration 32Q (42094.500000 sec): 3 clusters
  Score: Raw -4459560.020064 + Penalty 11920.229320 = -4447639.790744
  nChanged 46
		SP:Iteration 33Q (42094.630000 sec): 3 clusters
  Score: Raw -4459575.814668 + Penalty 11920.229320 = -4447655.585349
  nChanged 34
		SP:Iteration 34Q (42094.760000 sec): 3 clusters
  Score: Raw -4459585.900575 + Penalty 11920.229320 = -4447665.671255
  nChanged 28
		SP:Iteration 35Q (42094.880000 sec): 3 clusters
  Score: Raw -4459594.465254 + Penalty 11920.229320 = -4447674.235934
  nChanged 20
		SP:Iteration 36Q (42095.010000 sec): 3 clusters
  Score: Raw -4459600.262018 + Penalty 11920.229320 = -4447680.032699
  nChanged 12
		SP:Iteration 37Q (42095.140000 sec): 3 clusters
  Score: Raw -4459604.523876 + Penalty 11920.229320 = -4447684.294556
  nChanged 16
		SP:Iteration 38Q (42095.260000 sec): 3 clusters
  Score: Raw -4459609.777797 + Penalty 11920.229320 = -4447689.548478
  nChanged 13
		SP:Iteration 39Q (42095.390000 sec): 3 clusters
  Score: Raw -4459613.442349 + Penalty 11920.229320 = -4447693.213029
  nChanged 7
		SP:Iteration 40F (42095.510000 sec): 3 clusters
  Score: Raw -4459615.283972 + Penalty 11920.229320 = -4447695.054652
  nChanged 13
		SP:Iteration 41Q (42095.640000 sec): 3 clusters
  Score: Raw -4459619.239659 + Penalty 11920.229320 = -4447699.010339
  nChanged 13
		SP:Iteration 42Q (42095.760000 sec): 3 clusters
  Score: Raw -4459622.873828 + Penalty 11920.229320 = -4447702.644509
  nChanged 11
		SP:Iteration 43Q (42095.890000 sec): 3 clusters
  Score: Raw -4459625.853975 + Penalty 11920.229320 = -4447705.624655
  nChanged 11
		SP:Iteration 44Q (42096.020000 sec): 3 clusters
  Score: Raw -4459628.869654 + Penalty 11920.229320 = -4447708.640334
  nChanged 5
		SP:Iteration 45Q (42096.140000 sec): 3 clusters
  Score: Raw -4459630.835233 + Penalty 11920.229320 = -4447710.605913
  nChanged 8
		SP:Iteration 46Q (42096.270000 sec): 3 clusters
  Score: Raw -4459633.703214 + Penalty 11920.229320 = -4447713.473894
  nChanged 7
		SP:Iteration 47Q (42096.400000 sec): 3 clusters
  Score: Raw -4459635.457378 + Penalty 11920.229320 = -4447715.228058
  nChanged 10
		SP:Iteration 48Q (42096.520000 sec): 3 clusters
  Score: Raw -4459638.755402 + Penalty 11920.229320 = -4447718.526083
  nChanged 12
		SP:Iteration 49Q (42096.650000 sec): 3 clusters
  Score: Raw -4459642.074961 + Penalty 11920.229320 = -4447721.845641
  nChanged 12
		SP:Iteration 50Q (42096.770000 sec): 3 clusters
  Score: Raw -4459646.680930 + Penalty 11920.229320 = -4447726.451610
  nChanged 17
		SP:Iteration 51Q (42096.900000 sec): 3 clusters
  Score: Raw -4459651.154646 + Penalty 11920.229320 = -4447730.925327
  nChanged 10
		SP:Iteration 52Q (42097.020000 sec): 3 clusters
  Score: Raw -4459654.799612 + Penalty 11920.229320 = -4447734.570292
  nChanged 8
		SP:Iteration 53Q (42097.150000 sec): 3 clusters
  Score: Raw -4459657.622901 + Penalty 11920.229320 = -4447737.393581
  nChanged 16
		SP:Iteration 54Q (42097.270000 sec): 3 clusters
  Score: Raw -4459663.382230 + Penalty 11920.229320 = -4447743.152911
  nChanged 14
		SP:Iteration 55Q (42097.400000 sec): 3 clusters
  Score: Raw -4459668.334330 + Penalty 11920.229320 = -4447748.105010
  nChanged 16
		SP:Iteration 56Q (42097.520000 sec): 3 clusters
  Score: Raw -4459673.749721 + Penalty 11920.229320 = -4447753.520402
  nChanged 18
		SP:Iteration 57Q (42097.650000 sec): 3 clusters
  Score: Raw -4459680.535812 + Penalty 11920.229320 = -4447760.306493
  nChanged 15
		SP:Iteration 58Q (42097.780000 sec): 3 clusters
  Score: Raw -4459685.693446 + Penalty 11920.229320 = -4447765.464126
  nChanged 14
		SP:Iteration 59Q (42097.900000 sec): 3 clusters
  Score: Raw -4459690.532874 + Penalty 11920.229320 = -4447770.303554
  nChanged 15
		SP:Iteration 60F (42098.030000 sec): 3 clusters
  Score: Raw -4459695.443405 + Penalty 11920.229320 = -4447775.214085
  nChanged 10
		SP:Iteration 61Q (42098.160000 sec): 3 clusters
  Score: Raw -4459698.934663 + Penalty 11920.229320 = -4447778.705343
  nChanged 10
		SP:Iteration 62Q (42098.280000 sec): 3 clusters
  Score: Raw -4459702.668226 + Penalty 11920.229320 = -4447782.438906
  nChanged 12
		SP:Iteration 63Q (42098.410000 sec): 3 clusters
  Score: Raw -4459707.109103 + Penalty 11920.229320 = -4447786.879783
  nChanged 16
		SP:Iteration 64Q (42098.530000 sec): 3 clusters
  Score: Raw -4459712.314489 + Penalty 11920.229320 = -4447792.085169
  nChanged 12
		SP:Iteration 65Q (42098.660000 sec): 3 clusters
  Score: Raw -4459716.057719 + Penalty 11920.229320 = -4447795.828400
  nChanged 11
		SP:Iteration 66Q (42098.780000 sec): 3 clusters
  Score: Raw -4459719.772862 + Penalty 11920.229320 = -4447799.543542
  nChanged 4
		SP:Iteration 67Q (42098.910000 sec): 3 clusters
  Score: Raw -4459720.993445 + Penalty 11920.229320 = -4447800.764125
  nChanged 5
		SP:Iteration 68Q (42099.030000 sec): 3 clusters
  Score: Raw -4459722.986492 + Penalty 11920.229320 = -4447802.757172
  nChanged 6
		SP:Iteration 69Q (42099.160000 sec): 3 clusters
  Score: Raw -4459724.928415 + Penalty 11920.229320 = -4447804.699095
  nChanged 5
		SP:Iteration 70Q (42099.280000 sec): 3 clusters
  Score: Raw -4459726.227888 + Penalty 11920.229320 = -4447805.998568
  nChanged 1
		SP:Iteration 71Q (42099.400000 sec): 3 clusters
  Score: Raw -4459726.787817 + Penalty 11920.229320 = -4447806.558497
  nChanged 2
		SP:Iteration 72Q (42099.530000 sec): 3 clusters
  Score: Raw -4459727.416906 + Penalty 11920.229320 = -4447807.187587
  nChanged 3
		SP:Iteration 73Q (42099.660000 sec): 3 clusters
  Score: Raw -4459728.319477 + Penalty 11920.229320 = -4447808.090157
  nChanged 2
		SP:Iteration 74Q (42099.780000 sec): 3 clusters
  Score: Raw -4459729.243862 + Penalty 11920.229320 = -4447809.014542
  nChanged 2
		SP:Iteration 75Q (42099.900000 sec): 3 clusters
  Score: Raw -4459729.837946 + Penalty 11920.229320 = -4447809.608626
  nChanged 1
		SP:Iteration 76Q (42100.030000 sec): 3 clusters
  Score: Raw -4459730.102903 + Penalty 11920.229320 = -4447809.873583
  nChanged 1
		SP:Iteration 77Q (42100.150000 sec): 3 clusters
  Score: Raw -4459730.292616 + Penalty 11920.229320 = -4447810.063296
  nChanged 1
		SP:Iteration 78Q (42100.280000 sec): 3 clusters
  Score: Raw -4459730.700311 + Penalty 11920.229320 = -4447810.470991
  nChanged 0
		SP:Iteration 79F (42100.410000 sec): 3 clusters
  Score: Raw -4459730.700311 + Penalty 11920.229320 = -4447810.470991
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (46239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42100.720000 sec): 2 clusters
  Score: Raw -12113557.666241 + Penalty 6579.217062 = -12106978.449179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42101.070000 sec): 3 clusters
  Score: Raw -12086789.715633 + Penalty 13158.434124 = -12073631.281509
  nChanged 20153
		SP:Iteration 1F (42101.430000 sec): 3 clusters
  Score: Raw -12097787.294908 + Penalty 13158.434124 = -12084628.860784
  nChanged 2541
		SP:Iteration 2F (42101.780000 sec): 3 clusters
  Score: Raw -12098805.848118 + Penalty 13158.434124 = -12085647.413994
  nChanged 2165
		SP:Iteration 3Q (42102.140000 sec): 3 clusters
  Score: Raw -12099714.664391 + Penalty 13158.434124 = -12086556.230267
  nChanged 1999
		SP:Iteration 4Q (42102.490000 sec): 3 clusters
  Score: Raw -12100628.618261 + Penalty 13158.434124 = -12087470.184137
  nChanged 2015
		SP:Iteration 5Q (42102.850000 sec): 3 clusters
  Score: Raw -12101670.153290 + Penalty 13158.434124 = -12088511.719166
  nChanged 1992
		SP:Iteration 6Q (42103.200000 sec): 3 clusters
  Score: Raw -12102670.091488 + Penalty 13158.434124 = -12089511.657364
  nChanged 1951
		SP:Iteration 7Q (42103.560000 sec): 3 clusters
  Score: Raw -12103635.131499 + Penalty 13158.434124 = -12090476.697375
  nChanged 1975
		SP:Iteration 8Q (42103.910000 sec): 3 clusters
  Score: Raw -12104621.253568 + Penalty 13158.434124 = -12091462.819443
  nChanged 2026
		SP:Iteration 9Q (42104.260000 sec): 3 clusters
  Score: Raw -12105646.403393 + Penalty 13158.434124 = -12092487.969269
  nChanged 1966
		SP:Iteration 10Q (42104.610000 sec): 3 clusters
  Score: Raw -12106648.372900 + Penalty 13158.434124 = -12093489.938776
  nChanged 1962
		SP:Iteration 11Q (42104.960000 sec): 3 clusters
  Score: Raw -12107587.031746 + Penalty 13158.434124 = -12094428.597622
  nChanged 1835
		SP:Iteration 12Q (42105.300000 sec): 3 clusters
  Score: Raw -12108459.277341 + Penalty 13158.434124 = -12095300.843217
  nChanged 1785
		SP:Iteration 13Q (42105.650000 sec): 3 clusters
  Score: Raw -12109318.706609 + Penalty 13158.434124 = -12096160.272485
  nChanged 1693
		SP:Iteration 14Q (42106.000000 sec): 3 clusters
  Score: Raw -12110158.978286 + Penalty 13158.434124 = -12097000.544162
  nChanged 1496
		SP:Iteration 15Q (42106.340000 sec): 3 clusters
  Score: Raw -12110903.480560 + Penalty 13158.434124 = -12097745.046436
  nChanged 1355
		SP:Iteration 16Q (42106.680000 sec): 3 clusters
  Score: Raw -12111590.540241 + Penalty 13158.434124 = -12098432.106117
  nChanged 1234
		SP:Iteration 17Q (42107.020000 sec): 3 clusters
  Score: Raw -12112239.473032 + Penalty 13158.434124 = -12099081.038908
  nChanged 1077
		SP:Iteration 18Q (42107.360000 sec): 3 clusters
  Score: Raw -12112809.235277 + Penalty 13158.434124 = -12099650.801153
  nChanged 895
		SP:Iteration 19Q (42107.700000 sec): 3 clusters
  Score: Raw -12113280.410711 + Penalty 13158.434124 = -12100121.976587
  nChanged 713
		SP:Iteration 20F (42108.050000 sec): 3 clusters
  Score: Raw -12113653.037256 + Penalty 13158.434124 = -12100494.603131
  nChanged 552
		SP:Iteration 21Q (42108.380000 sec): 3 clusters
  Score: Raw -12113933.662235 + Penalty 13158.434124 = -12100775.228111
  nChanged 446
		SP:Iteration 22Q (42108.710000 sec): 3 clusters
  Score: Raw -12114165.995374 + Penalty 13158.434124 = -12101007.561250
  nChanged 367
		SP:Iteration 23Q (42109.030000 sec): 3 clusters
  Score: Raw -12114367.069846 + Penalty 13158.434124 = -12101208.635722
  nChanged 247
		SP:Iteration 24Q (42109.350000 sec): 3 clusters
  Score: Raw -12114497.165390 + Penalty 13158.434124 = -12101338.731266
  nChanged 179
		SP:Iteration 25Q (42109.670000 sec): 3 clusters
  Score: Raw -12114593.879208 + Penalty 13158.434124 = -12101435.445084
  nChanged 157
		SP:Iteration 26Q (42109.980000 sec): 3 clusters
  Score: Raw -12114675.798294 + Penalty 13158.434124 = -12101517.364169
  nChanged 106
		SP:Iteration 27Q (42110.290000 sec): 3 clusters
  Score: Raw -12114726.971006 + Penalty 13158.434124 = -12101568.536882
  nChanged 85
		SP:Iteration 28Q (42110.600000 sec): 3 clusters
  Score: Raw -12114771.111496 + Penalty 13158.434124 = -12101612.677371
  nChanged 72
		SP:Iteration 29Q (42110.900000 sec): 3 clusters
  Score: Raw -12114806.776382 + Penalty 13158.434124 = -12101648.342258
  nChanged 70
		SP:Iteration 30Q (42111.210000 sec): 3 clusters
  Score: Raw -12114847.178459 + Penalty 13158.434124 = -12101688.744335
  nChanged 63
		SP:Iteration 31Q (42111.520000 sec): 3 clusters
  Score: Raw -12114878.189615 + Penalty 13158.434124 = -12101719.755491
  nChanged 51
		SP:Iteration 32Q (42111.820000 sec): 3 clusters
  Score: Raw -12114904.360914 + Penalty 13158.434124 = -12101745.926789
  nChanged 45
		SP:Iteration 33Q (42112.120000 sec): 3 clusters
  Score: Raw -12114927.874241 + Penalty 13158.434124 = -12101769.440117
  nChanged 31
		SP:Iteration 34Q (42112.420000 sec): 3 clusters
  Score: Raw -12114943.106111 + Penalty 13158.434124 = -12101784.671986
  nChanged 23
		SP:Iteration 35Q (42112.720000 sec): 3 clusters
  Score: Raw -12114955.342060 + Penalty 13158.434124 = -12101796.907936
  nChanged 23
		SP:Iteration 36Q (42113.010000 sec): 3 clusters
  Score: Raw -12114969.973249 + Penalty 13158.434124 = -12101811.539125
  nChanged 20
		SP:Iteration 37Q (42113.310000 sec): 3 clusters
  Score: Raw -12114979.843447 + Penalty 13158.434124 = -12101821.409323
  nChanged 15
		SP:Iteration 38Q (42113.610000 sec): 3 clusters
  Score: Raw -12114987.606929 + Penalty 13158.434124 = -12101829.172805
  nChanged 12
		SP:Iteration 39Q (42113.910000 sec): 3 clusters
  Score: Raw -12114993.599335 + Penalty 13158.434124 = -12101835.165211
  nChanged 6
		SP:Iteration 40F (42114.260000 sec): 3 clusters
  Score: Raw -12114996.958406 + Penalty 13158.434124 = -12101838.524282
  nChanged 4
		SP:Iteration 41Q (42114.550000 sec): 3 clusters
  Score: Raw -12114998.374814 + Penalty 13158.434124 = -12101839.940690
  nChanged 1
		SP:Iteration 42Q (42114.850000 sec): 3 clusters
  Score: Raw -12114998.798268 + Penalty 13158.434124 = -12101840.364144
  nChanged 1
		SP:Iteration 43Q (42115.150000 sec): 3 clusters
  Score: Raw -12114999.319202 + Penalty 13158.434124 = -12101840.885078
  nChanged 0
		SP:Iteration 44F (42115.510000 sec): 3 clusters
  Score: Raw -12114999.319202 + Penalty 13158.434124 = -12101840.885078
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42115.550000 sec): 2 clusters
  Score: Raw -369517.920420 + Penalty 4467.389854 = -365050.530566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42115.560000 sec): 3 clusters
  Score: Raw -369456.534680 + Penalty 8934.779708 = -360521.754973
  nChanged 298
		SP:Iteration 1F (42115.570000 sec): 3 clusters
  Score: Raw -369978.473488 + Penalty 8934.779708 = -361043.693780
  nChanged 82
		SP:Iteration 2F (42115.580000 sec): 3 clusters
  Score: Raw -370157.461259 + Penalty 8934.779708 = -361222.681551
  nChanged 43
		SP:Iteration 3Q (42115.590000 sec): 3 clusters
  Score: Raw -370246.770238 + Penalty 8934.779708 = -361311.990530
  nChanged 22
		SP:Iteration 4Q (42115.600000 sec): 3 clusters
  Score: Raw -370291.476456 + Penalty 8934.779708 = -361356.696748
  nChanged 15
		SP:Iteration 5Q (42115.610000 sec): 3 clusters
  Score: Raw -370316.196424 + Penalty 8934.779708 = -361381.416717
  nChanged 7
		SP:Iteration 6Q (42115.620000 sec): 3 clusters
  Score: Raw -370338.718230 + Penalty 8934.779708 = -361403.938522
  nChanged 7
		SP:Iteration 7Q (42115.630000 sec): 3 clusters
  Score: Raw -370352.684725 + Penalty 8934.779708 = -361417.905017
  nChanged 5
		SP:Iteration 8Q (42115.640000 sec): 3 clusters
  Score: Raw -370362.024256 + Penalty 8934.779708 = -361427.244548
  nChanged 5
		SP:Iteration 9Q (42115.650000 sec): 3 clusters
  Score: Raw -370372.281674 + Penalty 8934.779708 = -361437.501966
  nChanged 8
		SP:Iteration 10Q (42115.660000 sec): 3 clusters
  Score: Raw -370387.166335 + Penalty 8934.779708 = -361452.386627
  nChanged 6
		SP:Iteration 11Q (42115.670000 sec): 3 clusters
  Score: Raw -370400.187703 + Penalty 8934.779708 = -361465.407995
  nChanged 3
		SP:Iteration 12Q (42115.680000 sec): 3 clusters
  Score: Raw -370404.541151 + Penalty 8934.779708 = -361469.761443
  nChanged 4
		SP:Iteration 13Q (42115.690000 sec): 3 clusters
  Score: Raw -370409.938190 + Penalty 8934.779708 = -361475.158483
  nChanged 3
		SP:Iteration 14Q (42115.700000 sec): 3 clusters
  Score: Raw -370418.294811 + Penalty 8934.779708 = -361483.515103
  nChanged 2
		SP:Iteration 15Q (42115.710000 sec): 3 clusters
  Score: Raw -370422.671058 + Penalty 8934.779708 = -361487.891350
  nChanged 1
		SP:Iteration 16Q (42115.720000 sec): 3 clusters
  Score: Raw -370423.306717 + Penalty 8934.779708 = -361488.527009
  nChanged 0
		SP:Iteration 17F (42115.730000 sec): 3 clusters
  Score: Raw -370423.306717 + Penalty 8934.779708 = -361488.527009
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (7028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42115.780000 sec): 2 clusters
  Score: Raw -1867846.971310 + Penalty 5425.315188 = -1862421.656122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42115.830000 sec): 3 clusters
  Score: Raw -1864978.948311 + Penalty 10850.630375 = -1854128.317935
  nChanged 2358
		SP:Iteration 1F (42115.890000 sec): 3 clusters
  Score: Raw -1866615.396591 + Penalty 10850.630375 = -1855764.766215
  nChanged 544
		SP:Iteration 2F (42115.940000 sec): 3 clusters
  Score: Raw -1867110.597515 + Penalty 10850.630375 = -1856259.967139
  nChanged 411
		SP:Iteration 3F (42115.990000 sec): 3 clusters
  Score: Raw -1867493.167800 + Penalty 10850.630375 = -1856642.537425
  nChanged 311
		SP:Iteration 4Q (42116.040000 sec): 3 clusters
  Score: Raw -1867740.524255 + Penalty 10850.630375 = -1856889.893880
  nChanged 228
		SP:Iteration 5Q (42116.090000 sec): 3 clusters
  Score: Raw -1867901.273782 + Penalty 10850.630375 = -1857050.643406
  nChanged 185
		SP:Iteration 6Q (42116.140000 sec): 3 clusters
  Score: Raw -1868019.361303 + Penalty 10850.630375 = -1857168.730928
  nChanged 144
		SP:Iteration 7Q (42116.190000 sec): 3 clusters
  Score: Raw -1868115.572351 + Penalty 10850.630375 = -1857264.941975
  nChanged 126
		SP:Iteration 8Q (42116.250000 sec): 3 clusters
  Score: Raw -1868186.408937 + Penalty 10850.630375 = -1857335.778561
  nChanged 85
		SP:Iteration 9Q (42116.300000 sec): 3 clusters
  Score: Raw -1868238.482498 + Penalty 10850.630375 = -1857387.852123
  nChanged 76
		SP:Iteration 10Q (42116.350000 sec): 3 clusters
  Score: Raw -1868280.823721 + Penalty 10850.630375 = -1857430.193345
  nChanged 68
		SP:Iteration 11Q (42116.400000 sec): 3 clusters
  Score: Raw -1868318.245328 + Penalty 10850.630375 = -1857467.614953
  nChanged 41
		SP:Iteration 12Q (42116.450000 sec): 3 clusters
  Score: Raw -1868338.983840 + Penalty 10850.630375 = -1857488.353465
  nChanged 39
		SP:Iteration 13Q (42116.500000 sec): 3 clusters
  Score: Raw -1868357.009153 + Penalty 10850.630375 = -1857506.378777
  nChanged 33
		SP:Iteration 14Q (42116.550000 sec): 3 clusters
  Score: Raw -1868372.445333 + Penalty 10850.630375 = -1857521.814958
  nChanged 25
		SP:Iteration 15Q (42116.600000 sec): 3 clusters
  Score: Raw -1868382.695696 + Penalty 10850.630375 = -1857532.065320
  nChanged 26
		SP:Iteration 16Q (42116.650000 sec): 3 clusters
  Score: Raw -1868394.452616 + Penalty 10850.630375 = -1857543.822241
  nChanged 28
		SP:Iteration 17Q (42116.710000 sec): 3 clusters
  Score: Raw -1868405.867505 + Penalty 10850.630375 = -1857555.237130
  nChanged 16
		SP:Iteration 18Q (42116.750000 sec): 3 clusters
  Score: Raw -1868414.359987 + Penalty 10850.630375 = -1857563.729612
  nChanged 19
		SP:Iteration 19Q (42116.810000 sec): 3 clusters
  Score: Raw -1868423.463911 + Penalty 10850.630375 = -1857572.833535
  nChanged 12
		SP:Iteration 20F (42116.860000 sec): 3 clusters
  Score: Raw -1868428.893873 + Penalty 10850.630375 = -1857578.263497
  nChanged 12
		SP:Iteration 21Q (42116.910000 sec): 3 clusters
  Score: Raw -1868435.065135 + Penalty 10850.630375 = -1857584.434760
  nChanged 11
		SP:Iteration 22Q (42116.960000 sec): 3 clusters
  Score: Raw -1868439.216576 + Penalty 10850.630375 = -1857588.586201
  nChanged 11
		SP:Iteration 23Q (42117.010000 sec): 3 clusters
  Score: Raw -1868443.193429 + Penalty 10850.630375 = -1857592.563054
  nChanged 5
		SP:Iteration 24Q (42117.060000 sec): 3 clusters
  Score: Raw -1868445.266843 + Penalty 10850.630375 = -1857594.636467
  nChanged 3
		SP:Iteration 25Q (42117.110000 sec): 3 clusters
  Score: Raw -1868446.473353 + Penalty 10850.630375 = -1857595.842978
  nChanged 5
		SP:Iteration 26Q (42117.170000 sec): 3 clusters
  Score: Raw -1868448.416542 + Penalty 10850.630375 = -1857597.786167
  nChanged 8
		SP:Iteration 27Q (42117.210000 sec): 3 clusters
  Score: Raw -1868452.005086 + Penalty 10850.630375 = -1857601.374711
  nChanged 6
		SP:Iteration 28Q (42117.270000 sec): 3 clusters
  Score: Raw -1868454.605071 + Penalty 10850.630375 = -1857603.974695
  nChanged 7
		SP:Iteration 29Q (42117.320000 sec): 3 clusters
  Score: Raw -1868456.925446 + Penalty 10850.630375 = -1857606.295070
  nChanged 3
		SP:Iteration 30Q (42117.370000 sec): 3 clusters
  Score: Raw -1868458.265241 + Penalty 10850.630375 = -1857607.634865
  nChanged 1
		SP:Iteration 31Q (42117.420000 sec): 3 clusters
  Score: Raw -1868458.502061 + Penalty 10850.630375 = -1857607.871686
  nChanged 1
		SP:Iteration 32Q (42117.470000 sec): 3 clusters
  Score: Raw -1868459.065795 + Penalty 10850.630375 = -1857608.435420
  nChanged 4
		SP:Iteration 33Q (42117.520000 sec): 3 clusters
  Score: Raw -1868460.343867 + Penalty 10850.630375 = -1857609.713491
  nChanged 3
		SP:Iteration 34Q (42117.570000 sec): 3 clusters
  Score: Raw -1868462.300058 + Penalty 10850.630375 = -1857611.669683
  nChanged 5
		SP:Iteration 35Q (42117.620000 sec): 3 clusters
  Score: Raw -1868464.778156 + Penalty 10850.630375 = -1857614.147781
  nChanged 4
		SP:Iteration 36Q (42117.670000 sec): 3 clusters
  Score: Raw -1868467.021701 + Penalty 10850.630375 = -1857616.391326
  nChanged 7
		SP:Iteration 37Q (42117.730000 sec): 3 clusters
  Score: Raw -1868469.771422 + Penalty 10850.630375 = -1857619.141047
  nChanged 7
		SP:Iteration 38Q (42117.780000 sec): 3 clusters
  Score: Raw -1868472.631815 + Penalty 10850.630375 = -1857622.001440
  nChanged 6
		SP:Iteration 39Q (42117.830000 sec): 3 clusters
  Score: Raw -1868474.807493 + Penalty 10850.630375 = -1857624.177118
  nChanged 7
		SP:Iteration 40F (42117.880000 sec): 3 clusters
  Score: Raw -1868478.048348 + Penalty 10850.630375 = -1857627.417973
  nChanged 3
		SP:Iteration 41Q (42117.930000 sec): 3 clusters
  Score: Raw -1868479.502743 + Penalty 10850.630375 = -1857628.872368
  nChanged 1
		SP:Iteration 42Q (42117.980000 sec): 3 clusters
  Score: Raw -1868479.883726 + Penalty 10850.630375 = -1857629.253351
  nChanged 3
		SP:Iteration 43Q (42118.030000 sec): 3 clusters
  Score: Raw -1868481.676282 + Penalty 10850.630375 = -1857631.045906
  nChanged 4
		SP:Iteration 44Q (42118.080000 sec): 3 clusters
  Score: Raw -1868483.207953 + Penalty 10850.630375 = -1857632.577578
  nChanged 6
		SP:Iteration 45Q (42118.130000 sec): 3 clusters
  Score: Raw -1868485.456124 + Penalty 10850.630375 = -1857634.825749
  nChanged 4
		SP:Iteration 46Q (42118.190000 sec): 3 clusters
  Score: Raw -1868487.461786 + Penalty 10850.630375 = -1857636.831410
  nChanged 4
		SP:Iteration 47Q (42118.230000 sec): 3 clusters
  Score: Raw -1868488.711157 + Penalty 10850.630375 = -1857638.080782
  nChanged 5
		SP:Iteration 48Q (42118.290000 sec): 3 clusters
  Score: Raw -1868491.147249 + Penalty 10850.630375 = -1857640.516874
  nChanged 4
		SP:Iteration 49Q (42118.340000 sec): 3 clusters
  Score: Raw -1868492.813055 + Penalty 10850.630375 = -1857642.182680
  nChanged 3
		SP:Iteration 50Q (42118.390000 sec): 3 clusters
  Score: Raw -1868493.853051 + Penalty 10850.630375 = -1857643.222676
  nChanged 1
		SP:Iteration 51Q (42118.440000 sec): 3 clusters
  Score: Raw -1868494.246515 + Penalty 10850.630375 = -1857643.616139
  nChanged 1
		SP:Iteration 52Q (42118.490000 sec): 3 clusters
  Score: Raw -1868494.478940 + Penalty 10850.630375 = -1857643.848565
  nChanged 0
		SP:Iteration 53F (42118.540000 sec): 3 clusters
  Score: Raw -1868494.478940 + Penalty 10850.630375 = -1857643.848565
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (81290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42119.100000 sec): 2 clusters
  Score: Raw -22155934.204385 + Penalty 6924.789201 = -22149009.415184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42119.720000 sec): 3 clusters
  Score: Raw -22107181.174486 + Penalty 13849.578401 = -22093331.596084
  nChanged 36589
		SP:Iteration 1F (42120.330000 sec): 3 clusters
  Score: Raw -22126892.714249 + Penalty 13849.578401 = -22113043.135848
  nChanged 3684
		SP:Iteration 2Q (42120.960000 sec): 3 clusters
  Score: Raw -22128099.412668 + Penalty 13849.578401 = -22114249.834267
  nChanged 3547
		SP:Iteration 3Q (42121.590000 sec): 3 clusters
  Score: Raw -22129360.437017 + Penalty 13849.578401 = -22115510.858616
  nChanged 3702
		SP:Iteration 4Q (42122.210000 sec): 3 clusters
  Score: Raw -22130949.622549 + Penalty 13849.578401 = -22117100.044148
  nChanged 4241
		SP:Iteration 5F (42122.830000 sec): 3 clusters
  Score: Raw -22133198.784720 + Penalty 13849.578401 = -22119349.206319
  nChanged 5013
		SP:Iteration 6F (42123.450000 sec): 3 clusters
  Score: Raw -22136420.043382 + Penalty 13849.578401 = -22122570.464981
  nChanged 5712
		SP:Iteration 7F (42124.070000 sec): 3 clusters
  Score: Raw -22140666.926576 + Penalty 13849.578401 = -22126817.348175
  nChanged 5800
		SP:Iteration 8F (42124.690000 sec): 3 clusters
  Score: Raw -22145491.657032 + Penalty 13849.578401 = -22131642.078631
  nChanged 5058
		SP:Iteration 9F (42125.310000 sec): 3 clusters
  Score: Raw -22150043.855330 + Penalty 13849.578401 = -22136194.276929
  nChanged 3714
		SP:Iteration 10Q (42125.920000 sec): 3 clusters
  Score: Raw -22153580.677030 + Penalty 13849.578401 = -22139731.098629
  nChanged 2355
		SP:Iteration 11Q (42126.520000 sec): 3 clusters
  Score: Raw -22155577.252705 + Penalty 13849.578401 = -22141727.674304
  nChanged 1545
		SP:Iteration 12Q (42127.080000 sec): 3 clusters
  Score: Raw -22156580.902867 + Penalty 13849.578401 = -22142731.324466
  nChanged 990
		SP:Iteration 13Q (42127.620000 sec): 3 clusters
  Score: Raw -22157042.831495 + Penalty 13849.578401 = -22143193.253094
  nChanged 620
		SP:Iteration 14Q (42128.130000 sec): 3 clusters
  Score: Raw -22157325.263992 + Penalty 13849.578401 = -22143475.685591
  nChanged 457
		SP:Iteration 15Q (42128.640000 sec): 3 clusters
  Score: Raw -22157498.296979 + Penalty 13849.578401 = -22143648.718578
  nChanged 354
		SP:Iteration 16Q (42129.140000 sec): 3 clusters
  Score: Raw -22157630.642967 + Penalty 13849.578401 = -22143781.064566
  nChanged 267
		SP:Iteration 17Q (42129.630000 sec): 3 clusters
  Score: Raw -22157727.842730 + Penalty 13849.578401 = -22143878.264329
  nChanged 223
		SP:Iteration 18Q (42130.120000 sec): 3 clusters
  Score: Raw -22157792.293775 + Penalty 13849.578401 = -22143942.715373
  nChanged 174
		SP:Iteration 19Q (42130.610000 sec): 3 clusters
  Score: Raw -22157839.776750 + Penalty 13849.578401 = -22143990.198348
  nChanged 137
		SP:Iteration 20F (42131.220000 sec): 3 clusters
  Score: Raw -22157878.742183 + Penalty 13849.578401 = -22144029.163781
  nChanged 136
		SP:Iteration 21Q (42131.710000 sec): 3 clusters
  Score: Raw -22157916.200206 + Penalty 13849.578401 = -22144066.621805
  nChanged 114
		SP:Iteration 22Q (42132.180000 sec): 3 clusters
  Score: Raw -22157945.724022 + Penalty 13849.578401 = -22144096.145621
  nChanged 107
		SP:Iteration 23Q (42132.660000 sec): 3 clusters
  Score: Raw -22157971.854074 + Penalty 13849.578401 = -22144122.275673
  nChanged 88
		SP:Iteration 24Q (42133.140000 sec): 3 clusters
  Score: Raw -22157993.674025 + Penalty 13849.578401 = -22144144.095624
  nChanged 93
		SP:Iteration 25Q (42133.620000 sec): 3 clusters
  Score: Raw -22158018.147321 + Penalty 13849.578401 = -22144168.568920
  nChanged 82
		SP:Iteration 26Q (42134.090000 sec): 3 clusters
  Score: Raw -22158040.070197 + Penalty 13849.578401 = -22144190.491795
  nChanged 78
		SP:Iteration 27Q (42134.560000 sec): 3 clusters
  Score: Raw -22158062.194125 + Penalty 13849.578401 = -22144212.615724
  nChanged 74
		SP:Iteration 28Q (42135.030000 sec): 3 clusters
  Score: Raw -22158083.935400 + Penalty 13849.578401 = -22144234.356998
  nChanged 73
		SP:Iteration 29Q (42135.500000 sec): 3 clusters
  Score: Raw -22158109.777866 + Penalty 13849.578401 = -22144260.199465
  nChanged 98
		SP:Iteration 30Q (42135.980000 sec): 3 clusters
  Score: Raw -22158143.744367 + Penalty 13849.578401 = -22144294.165966
  nChanged 94
		SP:Iteration 31Q (42136.440000 sec): 3 clusters
  Score: Raw -22158180.851233 + Penalty 13849.578401 = -22144331.272832
  nChanged 108
		SP:Iteration 32Q (42136.910000 sec): 3 clusters
  Score: Raw -22158243.446849 + Penalty 13849.578401 = -22144393.868448
  nChanged 147
		SP:Iteration 33Q (42137.380000 sec): 3 clusters
  Score: Raw -22158340.436896 + Penalty 13849.578401 = -22144490.858495
  nChanged 191
		SP:Iteration 34Q (42137.840000 sec): 3 clusters
  Score: Raw -22158500.633549 + Penalty 13849.578401 = -22144651.055148
  nChanged 199
		SP:Iteration 35Q (42138.300000 sec): 3 clusters
  Score: Raw -22158715.919452 + Penalty 13849.578401 = -22144866.341051
  nChanged 228
		SP:Iteration 36Q (42138.760000 sec): 3 clusters
  Score: Raw -22159064.425142 + Penalty 13849.578401 = -22145214.846741
  nChanged 274
		SP:Iteration 37Q (42139.210000 sec): 3 clusters
  Score: Raw -22159438.929470 + Penalty 13849.578401 = -22145589.351069
  nChanged 284
		SP:Iteration 38Q (42139.660000 sec): 3 clusters
  Score: Raw -22159619.762607 + Penalty 13849.578401 = -22145770.184206
  nChanged 228
		SP:Iteration 39Q (42140.110000 sec): 3 clusters
  Score: Raw -22159712.540748 + Penalty 13849.578401 = -22145862.962347
  nChanged 157
		SP:Iteration 40F (42140.720000 sec): 3 clusters
  Score: Raw -22159755.112073 + Penalty 13849.578401 = -22145905.533671
  nChanged 86
		SP:Iteration 41Q (42141.170000 sec): 3 clusters
  Score: Raw -22159773.993762 + Penalty 13849.578401 = -22145924.415361
  nChanged 54
		SP:Iteration 42Q (42141.620000 sec): 3 clusters
  Score: Raw -22159784.208129 + Penalty 13849.578401 = -22145934.629728
  nChanged 37
		SP:Iteration 43Q (42142.060000 sec): 3 clusters
  Score: Raw -22159791.250763 + Penalty 13849.578401 = -22145941.672362
  nChanged 24
		SP:Iteration 44Q (42142.510000 sec): 3 clusters
  Score: Raw -22159795.975671 + Penalty 13849.578401 = -22145946.397270
  nChanged 26
		SP:Iteration 45Q (42142.960000 sec): 3 clusters
  Score: Raw -22159800.196217 + Penalty 13849.578401 = -22145950.617816
  nChanged 21
		SP:Iteration 46Q (42143.410000 sec): 3 clusters
  Score: Raw -22159803.429320 + Penalty 13849.578401 = -22145953.850919
  nChanged 13
		SP:Iteration 47Q (42143.850000 sec): 3 clusters
  Score: Raw -22159805.372596 + Penalty 13849.578401 = -22145955.794195
  nChanged 7
		SP:Iteration 48Q (42144.300000 sec): 3 clusters
  Score: Raw -22159806.231486 + Penalty 13849.578401 = -22145956.653084
  nChanged 7
		SP:Iteration 49Q (42144.740000 sec): 3 clusters
  Score: Raw -22159807.297136 + Penalty 13849.578401 = -22145957.718735
  nChanged 7
		SP:Iteration 50Q (42145.190000 sec): 3 clusters
  Score: Raw -22159808.199105 + Penalty 13849.578401 = -22145958.620704
  nChanged 5
		SP:Iteration 51Q (42145.640000 sec): 3 clusters
  Score: Raw -22159808.692995 + Penalty 13849.578401 = -22145959.114594
  nChanged 1
		SP:Iteration 52Q (42146.080000 sec): 3 clusters
  Score: Raw -22159808.794930 + Penalty 13849.578401 = -22145959.216529
  nChanged 2
		SP:Iteration 53Q (42146.530000 sec): 3 clusters
  Score: Raw -22159809.202121 + Penalty 13849.578401 = -22145959.623720
  nChanged 2
		SP:Iteration 54Q (42146.970000 sec): 3 clusters
  Score: Raw -22159809.495274 + Penalty 13849.578401 = -22145959.916873
  nChanged 0
		SP:Iteration 55F (42147.590000 sec): 3 clusters
  Score: Raw -22159809.495274 + Penalty 13849.578401 = -22145959.916873
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42147.780000 sec): 2 clusters
  Score: Raw -5969909.693488 + Penalty 6160.845677 = -5963748.847811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42147.960000 sec): 3 clusters
  Score: Raw -5957382.848423 + Penalty 12321.691354 = -5945061.157068
  nChanged 9712
		SP:Iteration 1F (42148.130000 sec): 3 clusters
  Score: Raw -5962941.917772 + Penalty 12321.691354 = -5950620.226418
  nChanged 1787
		SP:Iteration 2F (42148.310000 sec): 3 clusters
  Score: Raw -5964181.429690 + Penalty 12321.691354 = -5951859.738335
  nChanged 1575
		SP:Iteration 3F (42148.490000 sec): 3 clusters
  Score: Raw -5965481.005778 + Penalty 12321.691354 = -5953159.314424
  nChanged 1548
		SP:Iteration 4F (42148.670000 sec): 3 clusters
  Score: Raw -5966684.953414 + Penalty 12321.691354 = -5954363.262059
  nChanged 1421
		SP:Iteration 5F (42148.850000 sec): 3 clusters
  Score: Raw -5967674.161366 + Penalty 12321.691354 = -5955352.470011
  nChanged 1254
		SP:Iteration 6F (42149.020000 sec): 3 clusters
  Score: Raw -5968448.957508 + Penalty 12321.691354 = -5956127.266154
  nChanged 1070
		SP:Iteration 7Q (42149.200000 sec): 3 clusters
  Score: Raw -5969071.788909 + Penalty 12321.691354 = -5956750.097555
  nChanged 891
		SP:Iteration 8Q (42149.370000 sec): 3 clusters
  Score: Raw -5969552.417037 + Penalty 12321.691354 = -5957230.725683
  nChanged 770
		SP:Iteration 9Q (42149.550000 sec): 3 clusters
  Score: Raw -5969926.842737 + Penalty 12321.691354 = -5957605.151382
  nChanged 603
		SP:Iteration 10Q (42149.720000 sec): 3 clusters
  Score: Raw -5970192.517284 + Penalty 12321.691354 = -5957870.825930
  nChanged 510
		SP:Iteration 11Q (42149.890000 sec): 3 clusters
  Score: Raw -5970385.700912 + Penalty 12321.691354 = -5958064.009557
  nChanged 370
		SP:Iteration 12Q (42150.070000 sec): 3 clusters
  Score: Raw -5970506.812874 + Penalty 12321.691354 = -5958185.121520
  nChanged 302
		SP:Iteration 13Q (42150.240000 sec): 3 clusters
  Score: Raw -5970592.747894 + Penalty 12321.691354 = -5958271.056540
  nChanged 254
		SP:Iteration 14Q (42150.410000 sec): 3 clusters
  Score: Raw -5970658.234887 + Penalty 12321.691354 = -5958336.543532
  nChanged 190
		SP:Iteration 15Q (42150.590000 sec): 3 clusters
  Score: Raw -5970709.711468 + Penalty 12321.691354 = -5958388.020113
  nChanged 170
		SP:Iteration 16Q (42150.760000 sec): 3 clusters
  Score: Raw -5970751.757201 + Penalty 12321.691354 = -5958430.065847
  nChanged 143
		SP:Iteration 17Q (42150.930000 sec): 3 clusters
  Score: Raw -5970784.916120 + Penalty 12321.691354 = -5958463.224765
  nChanged 123
		SP:Iteration 18Q (42151.100000 sec): 3 clusters
  Score: Raw -5970813.011066 + Penalty 12321.691354 = -5958491.319712
  nChanged 131
		SP:Iteration 19Q (42151.270000 sec): 3 clusters
  Score: Raw -5970842.366410 + Penalty 12321.691354 = -5958520.675055
  nChanged 118
		SP:Iteration 20F (42151.450000 sec): 3 clusters
  Score: Raw -5970869.218186 + Penalty 12321.691354 = -5958547.526832
  nChanged 113
		SP:Iteration 21Q (42151.620000 sec): 3 clusters
  Score: Raw -5970892.461146 + Penalty 12321.691354 = -5958570.769792
  nChanged 82
		SP:Iteration 22Q (42151.790000 sec): 3 clusters
  Score: Raw -5970911.192941 + Penalty 12321.691354 = -5958589.501587
  nChanged 102
		SP:Iteration 23Q (42151.970000 sec): 3 clusters
  Score: Raw -5970935.089073 + Penalty 12321.691354 = -5958613.397718
  nChanged 103
		SP:Iteration 24Q (42152.140000 sec): 3 clusters
  Score: Raw -5970958.916943 + Penalty 12321.691354 = -5958637.225589
  nChanged 107
		SP:Iteration 25Q (42152.310000 sec): 3 clusters
  Score: Raw -5970984.128655 + Penalty 12321.691354 = -5958662.437300
  nChanged 101
		SP:Iteration 26Q (42152.480000 sec): 3 clusters
  Score: Raw -5971005.290499 + Penalty 12321.691354 = -5958683.599144
  nChanged 96
		SP:Iteration 27Q (42152.650000 sec): 3 clusters
  Score: Raw -5971024.774009 + Penalty 12321.691354 = -5958703.082655
  nChanged 85
		SP:Iteration 28Q (42152.830000 sec): 3 clusters
  Score: Raw -5971045.698074 + Penalty 12321.691354 = -5958724.006720
  nChanged 101
		SP:Iteration 29Q (42152.990000 sec): 3 clusters
  Score: Raw -5971067.476391 + Penalty 12321.691354 = -5958745.785037
  nChanged 89
		SP:Iteration 30Q (42153.170000 sec): 3 clusters
  Score: Raw -5971087.469705 + Penalty 12321.691354 = -5958765.778351
  nChanged 88
		SP:Iteration 31Q (42153.340000 sec): 3 clusters
  Score: Raw -5971107.294921 + Penalty 12321.691354 = -5958785.603567
  nChanged 78
		SP:Iteration 32Q (42153.510000 sec): 3 clusters
  Score: Raw -5971123.608314 + Penalty 12321.691354 = -5958801.916959
  nChanged 67
		SP:Iteration 33Q (42153.680000 sec): 3 clusters
  Score: Raw -5971139.838440 + Penalty 12321.691354 = -5958818.147086
  nChanged 70
		SP:Iteration 34Q (42153.850000 sec): 3 clusters
  Score: Raw -5971155.897876 + Penalty 12321.691354 = -5958834.206522
  nChanged 75
		SP:Iteration 35Q (42154.020000 sec): 3 clusters
  Score: Raw -5971171.963610 + Penalty 12321.691354 = -5958850.272256
  nChanged 89
		SP:Iteration 36Q (42154.190000 sec): 3 clusters
  Score: Raw -5971190.199239 + Penalty 12321.691354 = -5958868.507884
  nChanged 75
		SP:Iteration 37Q (42154.360000 sec): 3 clusters
  Score: Raw -5971205.226726 + Penalty 12321.691354 = -5958883.535371
  nChanged 74
		SP:Iteration 38Q (42154.530000 sec): 3 clusters
  Score: Raw -5971218.220231 + Penalty 12321.691354 = -5958896.528876
  nChanged 51
		SP:Iteration 39Q (42154.700000 sec): 3 clusters
  Score: Raw -5971228.258121 + Penalty 12321.691354 = -5958906.566767
  nChanged 54
		SP:Iteration 40F (42154.880000 sec): 3 clusters
  Score: Raw -5971238.726310 + Penalty 12321.691354 = -5958917.034955
  nChanged 52
		SP:Iteration 41Q (42155.050000 sec): 3 clusters
  Score: Raw -5971249.542517 + Penalty 12321.691354 = -5958927.851162
  nChanged 58
		SP:Iteration 42Q (42155.220000 sec): 3 clusters
  Score: Raw -5971261.440894 + Penalty 12321.691354 = -5958939.749539
  nChanged 47
		SP:Iteration 43Q (42155.390000 sec): 3 clusters
  Score: Raw -5971269.979754 + Penalty 12321.691354 = -5958948.288399
  nChanged 40
		SP:Iteration 44Q (42155.560000 sec): 3 clusters
  Score: Raw -5971277.863073 + Penalty 12321.691354 = -5958956.171718
  nChanged 48
		SP:Iteration 45Q (42155.730000 sec): 3 clusters
  Score: Raw -5971286.517006 + Penalty 12321.691354 = -5958964.825652
  nChanged 40
		SP:Iteration 46Q (42155.900000 sec): 3 clusters
  Score: Raw -5971295.157815 + Penalty 12321.691354 = -5958973.466460
  nChanged 47
		SP:Iteration 47Q (42156.070000 sec): 3 clusters
  Score: Raw -5971303.421514 + Penalty 12321.691354 = -5958981.730160
  nChanged 47
		SP:Iteration 48Q (42156.240000 sec): 3 clusters
  Score: Raw -5971312.488582 + Penalty 12321.691354 = -5958990.797228
  nChanged 63
		SP:Iteration 49Q (42156.410000 sec): 3 clusters
  Score: Raw -5971324.774685 + Penalty 12321.691354 = -5959003.083331
  nChanged 59
		SP:Iteration 50Q (42156.580000 sec): 3 clusters
  Score: Raw -5971336.447160 + Penalty 12321.691354 = -5959014.755806
  nChanged 57
		SP:Iteration 51Q (42156.750000 sec): 3 clusters
  Score: Raw -5971350.478398 + Penalty 12321.691354 = -5959028.787044
  nChanged 69
		SP:Iteration 52Q (42156.910000 sec): 3 clusters
  Score: Raw -5971365.931935 + Penalty 12321.691354 = -5959044.240581
  nChanged 67
		SP:Iteration 53Q (42157.090000 sec): 3 clusters
  Score: Raw -5971382.426996 + Penalty 12321.691354 = -5959060.735642
  nChanged 67
		SP:Iteration 54Q (42157.250000 sec): 3 clusters
  Score: Raw -5971397.455234 + Penalty 12321.691354 = -5959075.763880
  nChanged 58
		SP:Iteration 55Q (42157.420000 sec): 3 clusters
  Score: Raw -5971409.930199 + Penalty 12321.691354 = -5959088.238844
  nChanged 61
		SP:Iteration 56Q (42157.590000 sec): 3 clusters
  Score: Raw -5971422.498126 + Penalty 12321.691354 = -5959100.806772
  nChanged 67
		SP:Iteration 57Q (42157.760000 sec): 3 clusters
  Score: Raw -5971437.887508 + Penalty 12321.691354 = -5959116.196153
  nChanged 78
		SP:Iteration 58Q (42157.930000 sec): 3 clusters
  Score: Raw -5971455.953398 + Penalty 12321.691354 = -5959134.262043
  nChanged 68
		SP:Iteration 59Q (42158.100000 sec): 3 clusters
  Score: Raw -5971472.530248 + Penalty 12321.691354 = -5959150.838894
  nChanged 80
		SP:Iteration 60F (42158.270000 sec): 3 clusters
  Score: Raw -5971490.439595 + Penalty 12321.691354 = -5959168.748241
  nChanged 66
		SP:Iteration 61Q (42158.440000 sec): 3 clusters
  Score: Raw -5971506.696688 + Penalty 12321.691354 = -5959185.005334
  nChanged 73
		SP:Iteration 62Q (42158.610000 sec): 3 clusters
  Score: Raw -5971526.602780 + Penalty 12321.691354 = -5959204.911425
  nChanged 86
		SP:Iteration 63Q (42158.780000 sec): 3 clusters
  Score: Raw -5971546.388484 + Penalty 12321.691354 = -5959224.697130
  nChanged 86
		SP:Iteration 64Q (42158.950000 sec): 3 clusters
  Score: Raw -5971565.380445 + Penalty 12321.691354 = -5959243.689090
  nChanged 93
		SP:Iteration 65Q (42159.110000 sec): 3 clusters
  Score: Raw -5971589.379885 + Penalty 12321.691354 = -5959267.688530
  nChanged 92
		SP:Iteration 66Q (42159.280000 sec): 3 clusters
  Score: Raw -5971615.184321 + Penalty 12321.691354 = -5959293.492966
  nChanged 107
		SP:Iteration 67Q (42159.450000 sec): 3 clusters
  Score: Raw -5971644.972639 + Penalty 12321.691354 = -5959323.281285
  nChanged 115
		SP:Iteration 68Q (42159.620000 sec): 3 clusters
  Score: Raw -5971677.701473 + Penalty 12321.691354 = -5959356.010119
  nChanged 105
		SP:Iteration 69Q (42159.790000 sec): 3 clusters
  Score: Raw -5971705.039108 + Penalty 12321.691354 = -5959383.347753
  nChanged 111
		SP:Iteration 70Q (42159.950000 sec): 3 clusters
  Score: Raw -5971734.128552 + Penalty 12321.691354 = -5959412.437198
  nChanged 108
		SP:Iteration 71Q (42160.120000 sec): 3 clusters
  Score: Raw -5971762.445986 + Penalty 12321.691354 = -5959440.754632
  nChanged 93
		SP:Iteration 72Q (42160.290000 sec): 3 clusters
  Score: Raw -5971785.143831 + Penalty 12321.691354 = -5959463.452477
  nChanged 78
		SP:Iteration 73Q (42160.450000 sec): 3 clusters
  Score: Raw -5971803.298450 + Penalty 12321.691354 = -5959481.607095
  nChanged 76
		SP:Iteration 74Q (42160.620000 sec): 3 clusters
  Score: Raw -5971823.570374 + Penalty 12321.691354 = -5959501.879020
  nChanged 88
		SP:Iteration 75Q (42160.780000 sec): 3 clusters
  Score: Raw -5971845.905188 + Penalty 12321.691354 = -5959524.213833
  nChanged 94
		SP:Iteration 76Q (42160.950000 sec): 3 clusters
  Score: Raw -5971869.624976 + Penalty 12321.691354 = -5959547.933622
  nChanged 98
		SP:Iteration 77Q (42161.110000 sec): 3 clusters
  Score: Raw -5971895.709765 + Penalty 12321.691354 = -5959574.018410
  nChanged 95
		SP:Iteration 78Q (42161.280000 sec): 3 clusters
  Score: Raw -5971918.793474 + Penalty 12321.691354 = -5959597.102119
  nChanged 92
		SP:Iteration 79Q (42161.440000 sec): 3 clusters
  Score: Raw -5971941.657176 + Penalty 12321.691354 = -5959619.965822
  nChanged 70
		SP:Iteration 80F (42161.620000 sec): 3 clusters
  Score: Raw -5971959.695293 + Penalty 12321.691354 = -5959638.003938
  nChanged 69
		SP:Iteration 81Q (42161.780000 sec): 3 clusters
  Score: Raw -5971977.982762 + Penalty 12321.691354 = -5959656.291407
  nChanged 67
		SP:Iteration 82Q (42161.950000 sec): 3 clusters
  Score: Raw -5971995.631131 + Penalty 12321.691354 = -5959673.939777
  nChanged 74
		SP:Iteration 83Q (42162.110000 sec): 3 clusters
  Score: Raw -5972015.087798 + Penalty 12321.691354 = -5959693.396444
  nChanged 65
		SP:Iteration 84Q (42162.270000 sec): 3 clusters
  Score: Raw -5972035.326983 + Penalty 12321.691354 = -5959713.635628
  nChanged 91
		SP:Iteration 85Q (42162.440000 sec): 3 clusters
  Score: Raw -5972060.737684 + Penalty 12321.691354 = -5959739.046329
  nChanged 93
		SP:Iteration 86Q (42162.600000 sec): 3 clusters
  Score: Raw -5972085.310733 + Penalty 12321.691354 = -5959763.619379
  nChanged 80
		SP:Iteration 87Q (42162.770000 sec): 3 clusters
  Score: Raw -5972110.120288 + Penalty 12321.691354 = -5959788.428933
  nChanged 90
		SP:Iteration 88Q (42162.930000 sec): 3 clusters
  Score: Raw -5972136.607480 + Penalty 12321.691354 = -5959814.916126
  nChanged 86
		SP:Iteration 89Q (42163.090000 sec): 3 clusters
  Score: Raw -5972164.309298 + Penalty 12321.691354 = -5959842.617944
  nChanged 101
		SP:Iteration 90Q (42163.250000 sec): 3 clusters
  Score: Raw -5972198.123901 + Penalty 12321.691354 = -5959876.432547
  nChanged 101
		SP:Iteration 91Q (42163.410000 sec): 3 clusters
  Score: Raw -5972237.256772 + Penalty 12321.691354 = -5959915.565418
  nChanged 115
		SP:Iteration 92Q (42163.570000 sec): 3 clusters
  Score: Raw -5972274.683666 + Penalty 12321.691354 = -5959952.992312
  nChanged 99
		SP:Iteration 93Q (42163.730000 sec): 3 clusters
  Score: Raw -5972313.327144 + Penalty 12321.691354 = -5959991.635789
  nChanged 98
		SP:Iteration 94Q (42163.890000 sec): 3 clusters
  Score: Raw -5972352.686255 + Penalty 12321.691354 = -5960030.994900
  nChanged 103
		SP:Iteration 95Q (42164.050000 sec): 3 clusters
  Score: Raw -5972399.481143 + Penalty 12321.691354 = -5960077.789789
  nChanged 115
		SP:Iteration 96Q (42164.210000 sec): 3 clusters
  Score: Raw -5972471.426910 + Penalty 12321.691354 = -5960149.735556
  nChanged 111
		SP:Iteration 97Q (42164.370000 sec): 3 clusters
  Score: Raw -5972528.261693 + Penalty 12321.691354 = -5960206.570339
  nChanged 112
		SP:Iteration 98Q (42164.530000 sec): 3 clusters
  Score: Raw -5972584.033084 + Penalty 12321.691354 = -5960262.341729
  nChanged 120
		SP:Iteration 99Q (42164.690000 sec): 3 clusters
  Score: Raw -5972632.556557 + Penalty 12321.691354 = -5960310.865203
  nChanged 100
		SP:Iteration 100F (42164.870000 sec): 3 clusters
  Score: Raw -5972669.512059 + Penalty 12321.691354 = -5960347.820705
  nChanged 97
		SP:Iteration 101Q (42165.020000 sec): 3 clusters
  Score: Raw -5972706.593639 + Penalty 12321.691354 = -5960384.902285
  nChanged 101
		SP:Iteration 102Q (42165.180000 sec): 3 clusters
  Score: Raw -5972743.506082 + Penalty 12321.691354 = -5960421.814727
  nChanged 91
		SP:Iteration 103Q (42165.330000 sec): 3 clusters
  Score: Raw -5972776.205409 + Penalty 12321.691354 = -5960454.514055
  nChanged 84
		SP:Iteration 104Q (42165.490000 sec): 3 clusters
  Score: Raw -5972807.092813 + Penalty 12321.691354 = -5960485.401459
  nChanged 88
		SP:Iteration 105Q (42165.640000 sec): 3 clusters
  Score: Raw -5972844.305999 + Penalty 12321.691354 = -5960522.614644
  nChanged 90
		SP:Iteration 106Q (42165.790000 sec): 3 clusters
  Score: Raw -5972886.207273 + Penalty 12321.691354 = -5960564.515919
  nChanged 112
		SP:Iteration 107Q (42165.950000 sec): 3 clusters
  Score: Raw -5972941.616601 + Penalty 12321.691354 = -5960619.925247
  nChanged 117
		SP:Iteration 108Q (42166.100000 sec): 3 clusters
  Score: Raw -5973009.887413 + Penalty 12321.691354 = -5960688.196058
  nChanged 125
		SP:Iteration 109Q (42166.250000 sec): 3 clusters
  Score: Raw -5973097.091666 + Penalty 12321.691354 = -5960775.400311
  nChanged 130
		SP:Iteration 110Q (42166.400000 sec): 3 clusters
  Score: Raw -5973184.964807 + Penalty 12321.691354 = -5960863.273452
  nChanged 138
		SP:Iteration 111Q (42166.550000 sec): 3 clusters
  Score: Raw -5973271.584383 + Penalty 12321.691354 = -5960949.893028
  nChanged 123
		SP:Iteration 112Q (42166.690000 sec): 3 clusters
  Score: Raw -5973343.600200 + Penalty 12321.691354 = -5961021.908845
  nChanged 97
		SP:Iteration 113Q (42166.840000 sec): 3 clusters
  Score: Raw -5973392.110834 + Penalty 12321.691354 = -5961070.419480
  nChanged 90
		SP:Iteration 114Q (42166.990000 sec): 3 clusters
  Score: Raw -5973433.368325 + Penalty 12321.691354 = -5961111.676971
  nChanged 77
		SP:Iteration 115Q (42167.140000 sec): 3 clusters
  Score: Raw -5973465.321117 + Penalty 12321.691354 = -5961143.629763
  nChanged 49
		SP:Iteration 116Q (42167.280000 sec): 3 clusters
  Score: Raw -5973484.007100 + Penalty 12321.691354 = -5961162.315746
  nChanged 38
		SP:Iteration 117Q (42167.430000 sec): 3 clusters
  Score: Raw -5973498.103024 + Penalty 12321.691354 = -5961176.411670
  nChanged 53
		SP:Iteration 118Q (42167.570000 sec): 3 clusters
  Score: Raw -5973519.590242 + Penalty 12321.691354 = -5961197.898888
  nChanged 47
		SP:Iteration 119Q (42167.720000 sec): 3 clusters
  Score: Raw -5973540.430888 + Penalty 12321.691354 = -5961218.739534
  nChanged 48
		SP:Iteration 120F (42167.890000 sec): 3 clusters
  Score: Raw -5973558.884175 + Penalty 12321.691354 = -5961237.192821
  nChanged 39
		SP:Iteration 121Q (42168.040000 sec): 3 clusters
  Score: Raw -5973574.155522 + Penalty 12321.691354 = -5961252.464168
  nChanged 35
		SP:Iteration 122Q (42168.180000 sec): 3 clusters
  Score: Raw -5973587.160597 + Penalty 12321.691354 = -5961265.469243
  nChanged 24
		SP:Iteration 123Q (42168.330000 sec): 3 clusters
  Score: Raw -5973593.208212 + Penalty 12321.691354 = -5961271.516857
  nChanged 11
		SP:Iteration 124Q (42168.470000 sec): 3 clusters
  Score: Raw -5973595.202448 + Penalty 12321.691354 = -5961273.511094
  nChanged 4
		SP:Iteration 125Q (42168.620000 sec): 3 clusters
  Score: Raw -5973596.379668 + Penalty 12321.691354 = -5961274.688314
  nChanged 7
		SP:Iteration 126Q (42168.760000 sec): 3 clusters
  Score: Raw -5973598.202066 + Penalty 12321.691354 = -5961276.510712
  nChanged 7
		SP:Iteration 127Q (42168.900000 sec): 3 clusters
  Score: Raw -5973599.910886 + Penalty 12321.691354 = -5961278.219531
  nChanged 7
		SP:Iteration 128Q (42169.050000 sec): 3 clusters
  Score: Raw -5973601.719685 + Penalty 12321.691354 = -5961280.028331
  nChanged 8
		SP:Iteration 129Q (42169.190000 sec): 3 clusters
  Score: Raw -5973604.797971 + Penalty 12321.691354 = -5961283.106617
  nChanged 14
		SP:Iteration 130Q (42169.330000 sec): 3 clusters
  Score: Raw -5973608.128455 + Penalty 12321.691354 = -5961286.437101
  nChanged 10
		SP:Iteration 131Q (42169.480000 sec): 3 clusters
  Score: Raw -5973611.140659 + Penalty 12321.691354 = -5961289.449305
  nChanged 8
		SP:Iteration 132Q (42169.620000 sec): 3 clusters
  Score: Raw -5973613.770336 + Penalty 12321.691354 = -5961292.078981
  nChanged 4
		SP:Iteration 133Q (42169.760000 sec): 3 clusters
  Score: Raw -5973614.778425 + Penalty 12321.691354 = -5961293.087071
  nChanged 5
		SP:Iteration 134Q (42169.910000 sec): 3 clusters
  Score: Raw -5973615.804017 + Penalty 12321.691354 = -5961294.112662
  nChanged 3
		SP:Iteration 135Q (42170.050000 sec): 3 clusters
  Score: Raw -5973616.429581 + Penalty 12321.691354 = -5961294.738226
  nChanged 1
		SP:Iteration 136Q (42170.190000 sec): 3 clusters
  Score: Raw -5973616.625707 + Penalty 12321.691354 = -5961294.934353
  nChanged 1
		SP:Iteration 137Q (42170.330000 sec): 3 clusters
  Score: Raw -5973616.866957 + Penalty 12321.691354 = -5961295.175603
  nChanged 0
		SP:Iteration 138F (42170.510000 sec): 3 clusters
  Score: Raw -5973616.866957 + Penalty 12321.691354 = -5961295.175603
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (68144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42170.970000 sec): 2 clusters
  Score: Raw -18365478.559907 + Penalty 6816.744265 = -18358661.815642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42171.490000 sec): 3 clusters
  Score: Raw -18324489.632935 + Penalty 13633.488530 = -18310856.144404
  nChanged 30729
		SP:Iteration 1F (42172.010000 sec): 3 clusters
  Score: Raw -18341028.083311 + Penalty 13633.488530 = -18327394.594780
  nChanged 3213
		SP:Iteration 2Q (42172.530000 sec): 3 clusters
  Score: Raw -18342034.679474 + Penalty 13633.488530 = -18328401.190944
  nChanged 2839
		SP:Iteration 3Q (42173.050000 sec): 3 clusters
  Score: Raw -18342911.143673 + Penalty 13633.488530 = -18329277.655143
  nChanged 2649
		SP:Iteration 4Q (42173.570000 sec): 3 clusters
  Score: Raw -18343767.696749 + Penalty 13633.488530 = -18330134.208219
  nChanged 2628
		SP:Iteration 5Q (42174.090000 sec): 3 clusters
  Score: Raw -18344689.697339 + Penalty 13633.488530 = -18331056.208809
  nChanged 2807
		SP:Iteration 6Q (42174.610000 sec): 3 clusters
  Score: Raw -18345868.494524 + Penalty 13633.488530 = -18332235.005993
  nChanged 3237
		SP:Iteration 7Q (42175.130000 sec): 3 clusters
  Score: Raw -18347456.865438 + Penalty 13633.488530 = -18333823.376908
  nChanged 3747
		SP:Iteration 8F (42175.650000 sec): 3 clusters
  Score: Raw -18349609.626927 + Penalty 13633.488530 = -18335976.138397
  nChanged 4079
		SP:Iteration 9F (42176.170000 sec): 3 clusters
  Score: Raw -18352303.604785 + Penalty 13633.488530 = -18338670.116254
  nChanged 4277
		SP:Iteration 10F (42176.680000 sec): 3 clusters
  Score: Raw -18355509.930055 + Penalty 13633.488530 = -18341876.441525
  nChanged 4003
		SP:Iteration 11F (42177.200000 sec): 3 clusters
  Score: Raw -18358595.458477 + Penalty 13633.488530 = -18344961.969947
  nChanged 3193
		SP:Iteration 12Q (42177.720000 sec): 3 clusters
  Score: Raw -18361004.397540 + Penalty 13633.488530 = -18347370.909010
  nChanged 2352
		SP:Iteration 13Q (42178.230000 sec): 3 clusters
  Score: Raw -18362761.636382 + Penalty 13633.488530 = -18349128.147851
  nChanged 1646
		SP:Iteration 14Q (42178.730000 sec): 3 clusters
  Score: Raw -18363967.449112 + Penalty 13633.488530 = -18350333.960582
  nChanged 1092
		SP:Iteration 15Q (42179.220000 sec): 3 clusters
  Score: Raw -18364773.134313 + Penalty 13633.488530 = -18351139.645783
  nChanged 692
		SP:Iteration 16Q (42179.690000 sec): 3 clusters
  Score: Raw -18365282.764444 + Penalty 13633.488530 = -18351649.275914
  nChanged 421
		SP:Iteration 17Q (42180.140000 sec): 3 clusters
  Score: Raw -18365600.733536 + Penalty 13633.488530 = -18351967.245006
  nChanged 253
		SP:Iteration 18Q (42180.570000 sec): 3 clusters
  Score: Raw -18365791.182642 + Penalty 13633.488530 = -18352157.694112
  nChanged 175
		SP:Iteration 19Q (42180.990000 sec): 3 clusters
  Score: Raw -18365924.897078 + Penalty 13633.488530 = -18352291.408547
  nChanged 113
		SP:Iteration 20F (42181.500000 sec): 3 clusters
  Score: Raw -18366017.358046 + Penalty 13633.488530 = -18352383.869516
  nChanged 98
		SP:Iteration 21Q (42181.910000 sec): 3 clusters
  Score: Raw -18366099.667381 + Penalty 13633.488530 = -18352466.178851
  nChanged 64
		SP:Iteration 22Q (42182.310000 sec): 3 clusters
  Score: Raw -18366156.573236 + Penalty 13633.488530 = -18352523.084706
  nChanged 64
		SP:Iteration 23Q (42182.710000 sec): 3 clusters
  Score: Raw -18366213.268186 + Penalty 13633.488530 = -18352579.779655
  nChanged 53
		SP:Iteration 24Q (42183.100000 sec): 3 clusters
  Score: Raw -18366254.116815 + Penalty 13633.488530 = -18352620.628284
  nChanged 31
		SP:Iteration 25Q (42183.490000 sec): 3 clusters
  Score: Raw -18366280.388920 + Penalty 13633.488530 = -18352646.900389
  nChanged 27
		SP:Iteration 26Q (42183.880000 sec): 3 clusters
  Score: Raw -18366306.294286 + Penalty 13633.488530 = -18352672.805755
  nChanged 21
		SP:Iteration 27Q (42184.270000 sec): 3 clusters
  Score: Raw -18366323.543749 + Penalty 13633.488530 = -18352690.055218
  nChanged 14
		SP:Iteration 28Q (42184.650000 sec): 3 clusters
  Score: Raw -18366334.530582 + Penalty 13633.488530 = -18352701.042052
  nChanged 9
		SP:Iteration 29Q (42185.040000 sec): 3 clusters
  Score: Raw -18366341.757348 + Penalty 13633.488530 = -18352708.268818
  nChanged 12
		SP:Iteration 30Q (42185.420000 sec): 3 clusters
  Score: Raw -18366350.874956 + Penalty 13633.488530 = -18352717.386426
  nChanged 10
		SP:Iteration 31Q (42185.800000 sec): 3 clusters
  Score: Raw -18366358.103170 + Penalty 13633.488530 = -18352724.614640
  nChanged 13
		SP:Iteration 32Q (42186.190000 sec): 3 clusters
  Score: Raw -18366366.833315 + Penalty 13633.488530 = -18352733.344784
  nChanged 9
		SP:Iteration 33Q (42186.570000 sec): 3 clusters
  Score: Raw -18366374.401422 + Penalty 13633.488530 = -18352740.912891
  nChanged 7
		SP:Iteration 34Q (42186.950000 sec): 3 clusters
  Score: Raw -18366380.155367 + Penalty 13633.488530 = -18352746.666836
  nChanged 6
		SP:Iteration 35Q (42187.330000 sec): 3 clusters
  Score: Raw -18366384.798001 + Penalty 13633.488530 = -18352751.309471
  nChanged 5
		SP:Iteration 36Q (42187.710000 sec): 3 clusters
  Score: Raw -18366388.730828 + Penalty 13633.488530 = -18352755.242298
  nChanged 4
		SP:Iteration 37Q (42188.090000 sec): 3 clusters
  Score: Raw -18366390.972947 + Penalty 13633.488530 = -18352757.484416
  nChanged 2
		SP:Iteration 38Q (42188.470000 sec): 3 clusters
  Score: Raw -18366392.399195 + Penalty 13633.488530 = -18352758.910664
  nChanged 2
		SP:Iteration 39Q (42188.850000 sec): 3 clusters
  Score: Raw -18366394.327692 + Penalty 13633.488530 = -18352760.839162
  nChanged 4
		SP:Iteration 40F (42189.360000 sec): 3 clusters
  Score: Raw -18366397.245563 + Penalty 13633.488530 = -18352763.757033
  nChanged 6
		SP:Iteration 41Q (42189.750000 sec): 3 clusters
  Score: Raw -18366401.363631 + Penalty 13633.488530 = -18352767.875101
  nChanged 9
		SP:Iteration 42Q (42190.130000 sec): 3 clusters
  Score: Raw -18366408.903248 + Penalty 13633.488530 = -18352775.414717
  nChanged 6
		SP:Iteration 43Q (42190.520000 sec): 3 clusters
  Score: Raw -18366414.125948 + Penalty 13633.488530 = -18352780.637418
  nChanged 5
		SP:Iteration 44Q (42190.900000 sec): 3 clusters
  Score: Raw -18366419.453215 + Penalty 13633.488530 = -18352785.964684
  nChanged 5
		SP:Iteration 45Q (42191.280000 sec): 3 clusters
  Score: Raw -18366422.963407 + Penalty 13633.488530 = -18352789.474877
  nChanged 4
		SP:Iteration 46Q (42191.660000 sec): 3 clusters
  Score: Raw -18366426.045718 + Penalty 13633.488530 = -18352792.557188
  nChanged 5
		SP:Iteration 47Q (42192.040000 sec): 3 clusters
  Score: Raw -18366428.776559 + Penalty 13633.488530 = -18352795.288028
  nChanged 0
		SP:Iteration 48F (42192.550000 sec): 3 clusters
  Score: Raw -18366428.776559 + Penalty 13633.488530 = -18352795.288028
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (150831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42193.550000 sec): 2 clusters
  Score: Raw -40024987.138922 + Penalty 7303.398111 = -40017683.740811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42194.720000 sec): 3 clusters
  Score: Raw -39930540.819768 + Penalty 14606.796223 = -39915934.023545
  nChanged 70052
		SP:Iteration 1F (42195.880000 sec): 3 clusters
  Score: Raw -39969934.128391 + Penalty 14606.796223 = -39955327.332168
  nChanged 5445
		SP:Iteration 2Q (42197.060000 sec): 3 clusters
  Score: Raw -39971249.136707 + Penalty 14606.796223 = -39956642.340485
  nChanged 5000
		SP:Iteration 3Q (42198.240000 sec): 3 clusters
  Score: Raw -39972437.058709 + Penalty 14606.796223 = -39957830.262486
  nChanged 4808
		SP:Iteration 4Q (42199.410000 sec): 3 clusters
  Score: Raw -39973561.149924 + Penalty 14606.796223 = -39958954.353702
  nChanged 4644
		SP:Iteration 5Q (42200.580000 sec): 3 clusters
  Score: Raw -39974664.235479 + Penalty 14606.796223 = -39960057.439257
  nChanged 4630
		SP:Iteration 6Q (42201.750000 sec): 3 clusters
  Score: Raw -39975798.258400 + Penalty 14606.796223 = -39961191.462177
  nChanged 4671
		SP:Iteration 7Q (42202.920000 sec): 3 clusters
  Score: Raw -39977069.043176 + Penalty 14606.796223 = -39962462.246953
  nChanged 5081
		SP:Iteration 8Q (42204.090000 sec): 3 clusters
  Score: Raw -39978588.466018 + Penalty 14606.796223 = -39963981.669796
  nChanged 5581
		SP:Iteration 9Q (42205.260000 sec): 3 clusters
  Score: Raw -39980516.277808 + Penalty 14606.796223 = -39965909.481585
  nChanged 6278
		SP:Iteration 10Q (42206.420000 sec): 3 clusters
  Score: Raw -39982864.024497 + Penalty 14606.796223 = -39968257.228274
  nChanged 6724
		SP:Iteration 11Q (42207.590000 sec): 3 clusters
  Score: Raw -39985581.344169 + Penalty 14606.796223 = -39970974.547947
  nChanged 6983
		SP:Iteration 12Q (42208.770000 sec): 3 clusters
  Score: Raw -39988529.868798 + Penalty 14606.796223 = -39973923.072576
  nChanged 6947
		SP:Iteration 13Q (42209.940000 sec): 3 clusters
  Score: Raw -39991594.837665 + Penalty 14606.796223 = -39976988.041443
  nChanged 6894
		SP:Iteration 14Q (42211.110000 sec): 3 clusters
  Score: Raw -39994812.307291 + Penalty 14606.796223 = -39980205.511069
  nChanged 6787
		SP:Iteration 15Q (42212.270000 sec): 3 clusters
  Score: Raw -39998341.280816 + Penalty 14606.796223 = -39983734.484593
  nChanged 7077
		SP:Iteration 16Q (42213.440000 sec): 3 clusters
  Score: Raw -40002584.685741 + Penalty 14606.796223 = -39987977.889518
  nChanged 7194
		SP:Iteration 17Q (42214.590000 sec): 3 clusters
  Score: Raw -40007540.344302 + Penalty 14606.796223 = -39992933.548079
  nChanged 6895
		SP:Iteration 18Q (42215.750000 sec): 3 clusters
  Score: Raw -40012865.511106 + Penalty 14606.796223 = -39998258.714883
  nChanged 5717
		SP:Iteration 19Q (42216.890000 sec): 3 clusters
  Score: Raw -40017672.422198 + Penalty 14606.796223 = -40003065.625975
  nChanged 4171
		SP:Iteration 20F (42218.040000 sec): 3 clusters
  Score: Raw -40021430.036256 + Penalty 14606.796223 = -40006823.240033
  nChanged 2552
		SP:Iteration 21Q (42219.050000 sec): 3 clusters
  Score: Raw -40023614.917478 + Penalty 14606.796223 = -40009008.121255
  nChanged 1388
		SP:Iteration 22Q (42219.990000 sec): 3 clusters
  Score: Raw -40024682.197586 + Penalty 14606.796223 = -40010075.401363
  nChanged 811
		SP:Iteration 23Q (42220.880000 sec): 3 clusters
  Score: Raw -40025242.457936 + Penalty 14606.796223 = -40010635.661713
  nChanged 490
		SP:Iteration 24Q (42221.750000 sec): 3 clusters
  Score: Raw -40025548.905695 + Penalty 14606.796223 = -40010942.109472
  nChanged 339
		SP:Iteration 25Q (42222.590000 sec): 3 clusters
  Score: Raw -40025741.604334 + Penalty 14606.796223 = -40011134.808112
  nChanged 214
		SP:Iteration 26Q (42223.430000 sec): 3 clusters
  Score: Raw -40025870.734493 + Penalty 14606.796223 = -40011263.938271
  nChanged 166
		SP:Iteration 27Q (42224.260000 sec): 3 clusters
  Score: Raw -40025970.845305 + Penalty 14606.796223 = -40011364.049083
  nChanged 121
		SP:Iteration 28Q (42225.080000 sec): 3 clusters
  Score: Raw -40026042.731702 + Penalty 14606.796223 = -40011435.935479
  nChanged 72
		SP:Iteration 29Q (42225.900000 sec): 3 clusters
  Score: Raw -40026081.000616 + Penalty 14606.796223 = -40011474.204394
  nChanged 60
		SP:Iteration 30Q (42226.710000 sec): 3 clusters
  Score: Raw -40026114.780691 + Penalty 14606.796223 = -40011507.984468
  nChanged 48
		SP:Iteration 31Q (42227.530000 sec): 3 clusters
  Score: Raw -40026139.987970 + Penalty 14606.796223 = -40011533.191748
  nChanged 34
		SP:Iteration 32Q (42228.340000 sec): 3 clusters
  Score: Raw -40026155.374192 + Penalty 14606.796223 = -40011548.577969
  nChanged 23
		SP:Iteration 33Q (42229.150000 sec): 3 clusters
  Score: Raw -40026164.891017 + Penalty 14606.796223 = -40011558.094794
  nChanged 14
		SP:Iteration 34Q (42229.960000 sec): 3 clusters
  Score: Raw -40026173.035503 + Penalty 14606.796223 = -40011566.239281
  nChanged 20
		SP:Iteration 35Q (42230.770000 sec): 3 clusters
  Score: Raw -40026184.917311 + Penalty 14606.796223 = -40011578.121088
  nChanged 24
		SP:Iteration 36Q (42231.570000 sec): 3 clusters
  Score: Raw -40026198.339088 + Penalty 14606.796223 = -40011591.542865
  nChanged 17
		SP:Iteration 37Q (42232.380000 sec): 3 clusters
  Score: Raw -40026206.264515 + Penalty 14606.796223 = -40011599.468292
  nChanged 9
		SP:Iteration 38Q (42233.190000 sec): 3 clusters
  Score: Raw -40026210.784335 + Penalty 14606.796223 = -40011603.988113
  nChanged 7
		SP:Iteration 39Q (42234.000000 sec): 3 clusters
  Score: Raw -40026214.138325 + Penalty 14606.796223 = -40011607.342102
  nChanged 10
		SP:Iteration 40F (42235.140000 sec): 3 clusters
  Score: Raw -40026219.266627 + Penalty 14606.796223 = -40011612.470405
  nChanged 12
		SP:Iteration 41Q (42235.950000 sec): 3 clusters
  Score: Raw -40026225.245752 + Penalty 14606.796223 = -40011618.449529
  nChanged 9
		SP:Iteration 42Q (42236.760000 sec): 3 clusters
  Score: Raw -40026229.784533 + Penalty 14606.796223 = -40011622.988310
  nChanged 7
		SP:Iteration 43Q (42237.570000 sec): 3 clusters
  Score: Raw -40026232.973550 + Penalty 14606.796223 = -40011626.177327
  nChanged 6
		SP:Iteration 44Q (42238.370000 sec): 3 clusters
  Score: Raw -40026235.450464 + Penalty 14606.796223 = -40011628.654242
  nChanged 4
		SP:Iteration 45Q (42239.190000 sec): 3 clusters
  Score: Raw -40026237.130900 + Penalty 14606.796223 = -40011630.334677
  nChanged 6
		SP:Iteration 46Q (42240.000000 sec): 3 clusters
  Score: Raw -40026240.082593 + Penalty 14606.796223 = -40011633.286371
  nChanged 7
		SP:Iteration 47Q (42240.800000 sec): 3 clusters
  Score: Raw -40026243.075638 + Penalty 14606.796223 = -40011636.279415
  nChanged 3
		SP:Iteration 48Q (42241.610000 sec): 3 clusters
  Score: Raw -40026244.644691 + Penalty 14606.796223 = -40011637.848468
  nChanged 4
		SP:Iteration 49Q (42242.420000 sec): 3 clusters
  Score: Raw -40026246.620853 + Penalty 14606.796223 = -40011639.824630
  nChanged 2
		SP:Iteration 50Q (42243.230000 sec): 3 clusters
  Score: Raw -40026247.616918 + Penalty 14606.796223 = -40011640.820695
  nChanged 1
		SP:Iteration 51Q (42244.030000 sec): 3 clusters
  Score: Raw -40026248.040164 + Penalty 14606.796223 = -40011641.243941
  nChanged 2
		SP:Iteration 52Q (42244.840000 sec): 3 clusters
  Score: Raw -40026248.778308 + Penalty 14606.796223 = -40011641.982085
  nChanged 0
		SP:Iteration 53F (42245.980000 sec): 3 clusters
  Score: Raw -40026248.778308 + Penalty 14606.796223 = -40011641.982085
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42246.090000 sec): 2 clusters
  Score: Raw -204349.485290 + Penalty 4131.457264 = -200218.028026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42246.100000 sec): 3 clusters
  Score: Raw -204739.347233 + Penalty 8262.914528 = -196476.432705
  nChanged 148
		SP:Iteration 1F (42246.100000 sec): 3 clusters
  Score: Raw -205245.939711 + Penalty 8262.914528 = -196983.025183
  nChanged 59
		SP:Iteration 2F (42246.110000 sec): 3 clusters
  Score: Raw -205483.536679 + Penalty 8262.914528 = -197220.622151
  nChanged 31
		SP:Iteration 3Q (42246.120000 sec): 3 clusters
  Score: Raw -205623.610661 + Penalty 8262.914528 = -197360.696133
  nChanged 30
		SP:Iteration 4Q (42246.120000 sec): 3 clusters
  Score: Raw -205764.586935 + Penalty 8262.914528 = -197501.672407
  nChanged 19
		SP:Iteration 5Q (42246.130000 sec): 3 clusters
  Score: Raw -205907.384068 + Penalty 8262.914528 = -197644.469540
  nChanged 26
		SP:Iteration 6Q (42246.140000 sec): 3 clusters
  Score: Raw -206065.331318 + Penalty 8262.914528 = -197802.416790
  nChanged 14
		SP:Iteration 7Q (42246.140000 sec): 3 clusters
  Score: Raw -206166.334176 + Penalty 8262.914528 = -197903.419648
  nChanged 12
		SP:Iteration 8Q (42246.140000 sec): 3 clusters
  Score: Raw -206246.998836 + Penalty 8262.914528 = -197984.084307
  nChanged 16
		SP:Iteration 9Q (42246.150000 sec): 3 clusters
  Score: Raw -206344.393083 + Penalty 8262.914528 = -198081.478555
  nChanged 16
		SP:Iteration 10Q (42246.160000 sec): 3 clusters
  Score: Raw -206492.730638 + Penalty 8262.914528 = -198229.816110
  nChanged 16
		SP:Iteration 11Q (42246.160000 sec): 3 clusters
  Score: Raw -206627.328369 + Penalty 8262.914528 = -198364.413841
  nChanged 13
		SP:Iteration 12Q (42246.160000 sec): 3 clusters
  Score: Raw -206741.495056 + Penalty 8262.914528 = -198478.580528
  nChanged 8
		SP:Iteration 13Q (42246.170000 sec): 3 clusters
  Score: Raw -206788.350221 + Penalty 8262.914528 = -198525.435693
  nChanged 3
		SP:Iteration 14Q (42246.170000 sec): 3 clusters
  Score: Raw -206803.660038 + Penalty 8262.914528 = -198540.745510
  nChanged 1
		SP:Iteration 15Q (42246.180000 sec): 3 clusters
  Score: Raw -206814.335219 + Penalty 8262.914528 = -198551.420690
  nChanged 1
		SP:Iteration 16Q (42246.180000 sec): 3 clusters
  Score: Raw -206819.619947 + Penalty 8262.914528 = -198556.705419
  nChanged 1
		SP:Iteration 17Q (42246.190000 sec): 3 clusters
  Score: Raw -206824.990028 + Penalty 8262.914528 = -198562.075500
  nChanged 1
		SP:Iteration 18Q (42246.190000 sec): 3 clusters
  Score: Raw -206833.261331 + Penalty 8262.914528 = -198570.346803
  nChanged 3
		SP:Iteration 19Q (42246.200000 sec): 3 clusters
  Score: Raw -206846.993079 + Penalty 8262.914528 = -198584.078551
  nChanged 1
		SP:Iteration 20F (42246.200000 sec): 3 clusters
  Score: Raw -206996.188515 + Penalty 8262.914528 = -198733.273987
  nChanged 9
		SP:Iteration 21Q (42246.210000 sec): 3 clusters
  Score: Raw -207389.724557 + Penalty 8262.914528 = -199126.810029
  nChanged 15
		SP:Iteration 22Q (42246.220000 sec): 3 clusters
  Score: Raw -207698.251904 + Penalty 8262.914528 = -199435.337376
  nChanged 11
		SP:Iteration 23Q (42246.220000 sec): 3 clusters
  Score: Raw -207771.429980 + Penalty 8262.914528 = -199508.515451
  nChanged 4
		SP:Iteration 24Q (42246.220000 sec): 3 clusters
  Score: Raw -207801.940794 + Penalty 8262.914528 = -199539.026266
  nChanged 0
		SP:Iteration 25F (42246.230000 sec): 3 clusters
  Score: Raw -207801.940794 + Penalty 8262.914528 = -199539.026266
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42246.250000 sec): 2 clusters
  Score: Raw -449377.598510 + Penalty 4572.713877 = -444804.884633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42246.260000 sec): 3 clusters
  Score: Raw -449182.041531 + Penalty 9145.427755 = -440036.613776
  nChanged 378
		SP:Iteration 1F (42246.270000 sec): 3 clusters
  Score: Raw -449831.392652 + Penalty 9145.427755 = -440685.964897
  nChanged 116
		SP:Iteration 2F (42246.290000 sec): 3 clusters
  Score: Raw -450011.022974 + Penalty 9145.427755 = -440865.595219
  nChanged 48
		SP:Iteration 3Q (42246.300000 sec): 3 clusters
  Score: Raw -450094.096614 + Penalty 9145.427755 = -440948.668859
  nChanged 30
		SP:Iteration 4Q (42246.310000 sec): 3 clusters
  Score: Raw -450140.772284 + Penalty 9145.427755 = -440995.344529
  nChanged 11
		SP:Iteration 5Q (42246.320000 sec): 3 clusters
  Score: Raw -450156.881444 + Penalty 9145.427755 = -441011.453689
  nChanged 6
		SP:Iteration 6Q (42246.340000 sec): 3 clusters
  Score: Raw -450168.704618 + Penalty 9145.427755 = -441023.276863
  nChanged 5
		SP:Iteration 7Q (42246.350000 sec): 3 clusters
  Score: Raw -450176.898299 + Penalty 9145.427755 = -441031.470544
  nChanged 4
		SP:Iteration 8Q (42246.360000 sec): 3 clusters
  Score: Raw -450182.858348 + Penalty 9145.427755 = -441037.430593
  nChanged 7
		SP:Iteration 9Q (42246.380000 sec): 3 clusters
  Score: Raw -450195.136054 + Penalty 9145.427755 = -441049.708299
  nChanged 7
		SP:Iteration 10Q (42246.390000 sec): 3 clusters
  Score: Raw -450205.086596 + Penalty 9145.427755 = -441059.658841
  nChanged 7
		SP:Iteration 11Q (42246.400000 sec): 3 clusters
  Score: Raw -450216.946196 + Penalty 9145.427755 = -441071.518441
  nChanged 8
		SP:Iteration 12Q (42246.410000 sec): 3 clusters
  Score: Raw -450231.101809 + Penalty 9145.427755 = -441085.674054
  nChanged 7
		SP:Iteration 13Q (42246.420000 sec): 3 clusters
  Score: Raw -450248.831065 + Penalty 9145.427755 = -441103.403310
  nChanged 4
		SP:Iteration 14Q (42246.440000 sec): 3 clusters
  Score: Raw -450256.672880 + Penalty 9145.427755 = -441111.245126
  nChanged 1
		SP:Iteration 15Q (42246.450000 sec): 3 clusters
  Score: Raw -450258.926506 + Penalty 9145.427755 = -441113.498751
  nChanged 2
		SP:Iteration 16Q (42246.460000 sec): 3 clusters
  Score: Raw -450261.145738 + Penalty 9145.427755 = -441115.717984
  nChanged 1
		SP:Iteration 17Q (42246.470000 sec): 3 clusters
  Score: Raw -450263.767933 + Penalty 9145.427755 = -441118.340178
  nChanged 2
		SP:Iteration 18Q (42246.480000 sec): 3 clusters
  Score: Raw -450267.237632 + Penalty 9145.427755 = -441121.809877
  nChanged 2
		SP:Iteration 19Q (42246.500000 sec): 3 clusters
  Score: Raw -450269.218253 + Penalty 9145.427755 = -441123.790499
  nChanged 4
		SP:Iteration 20F (42246.510000 sec): 3 clusters
  Score: Raw -450275.302269 + Penalty 9145.427755 = -441129.874514
  nChanged 1
		SP:Iteration 21Q (42246.520000 sec): 3 clusters
  Score: Raw -450275.702212 + Penalty 9145.427755 = -441130.274457
  nChanged 1
		SP:Iteration 22Q (42246.540000 sec): 3 clusters
  Score: Raw -450277.919353 + Penalty 9145.427755 = -441132.491598
  nChanged 1
		SP:Iteration 23Q (42246.550000 sec): 3 clusters
  Score: Raw -450278.791635 + Penalty 9145.427755 = -441133.363880
  nChanged 0
		SP:Iteration 24F (42246.560000 sec): 3 clusters
  Score: Raw -450278.791635 + Penalty 9145.427755 = -441133.363880
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42246.570000 sec): 2 clusters
  Score: Raw -134215.850931 + Penalty 3839.821474 = -130376.029457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42246.580000 sec): 3 clusters
  Score: Raw -134628.075567 + Penalty 7679.642948 = -126948.432619
  nChanged 34
		SP:Iteration 1F (42246.580000 sec): 3 clusters
  Score: Raw -134801.814201 + Penalty 7679.642948 = -127122.171254
  nChanged 13
		SP:Iteration 2Q (42246.580000 sec): 3 clusters
  Score: Raw -134887.880677 + Penalty 7679.642948 = -127208.237730
  nChanged 11
		SP:Iteration 3Q (42246.590000 sec): 3 clusters
  Score: Raw -134947.591171 + Penalty 7679.642948 = -127267.948224
  nChanged 3
		SP:Iteration 4Q (42246.590000 sec): 3 clusters
  Score: Raw -134960.102304 + Penalty 7679.642948 = -127280.459356
  nChanged 0
		SP:Iteration 5F (42246.600000 sec): 3 clusters
  Score: Raw -134960.102304 + Penalty 7679.642948 = -127280.459356
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42246.730000 sec): 2 clusters
  Score: Raw -4631636.697925 + Penalty 5987.866532 = -4625648.831393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42246.860000 sec): 3 clusters
  Score: Raw -4622673.065723 + Penalty 11975.733063 = -4610697.332659
  nChanged 7046
		SP:Iteration 1F (42247.000000 sec): 3 clusters
  Score: Raw -4626377.417130 + Penalty 11975.733063 = -4614401.684067
  nChanged 1240
		SP:Iteration 2F (42247.130000 sec): 3 clusters
  Score: Raw -4626995.980055 + Penalty 11975.733063 = -4615020.246991
  nChanged 885
		SP:Iteration 3F (42247.270000 sec): 3 clusters
  Score: Raw -4627453.471247 + Penalty 11975.733063 = -4615477.738183
  nChanged 776
		SP:Iteration 4Q (42247.400000 sec): 3 clusters
  Score: Raw -4627862.997865 + Penalty 11975.733063 = -4615887.264802
  nChanged 754
		SP:Iteration 5Q (42247.530000 sec): 3 clusters
  Score: Raw -4628297.717757 + Penalty 11975.733063 = -4616321.984694
  nChanged 739
		SP:Iteration 6Q (42247.670000 sec): 3 clusters
  Score: Raw -4628779.054975 + Penalty 11975.733063 = -4616803.321911
  nChanged 787
		SP:Iteration 7Q (42247.800000 sec): 3 clusters
  Score: Raw -4629290.544149 + Penalty 11975.733063 = -4617314.811086
  nChanged 730
		SP:Iteration 8Q (42247.930000 sec): 3 clusters
  Score: Raw -4629776.743512 + Penalty 11975.733063 = -4617801.010449
  nChanged 699
		SP:Iteration 9Q (42248.070000 sec): 3 clusters
  Score: Raw -4630256.583861 + Penalty 11975.733063 = -4618280.850797
  nChanged 656
		SP:Iteration 10Q (42248.200000 sec): 3 clusters
  Score: Raw -4630692.344369 + Penalty 11975.733063 = -4618716.611306
  nChanged 557
		SP:Iteration 11Q (42248.330000 sec): 3 clusters
  Score: Raw -4631068.132068 + Penalty 11975.733063 = -4619092.399004
  nChanged 482
		SP:Iteration 12Q (42248.460000 sec): 3 clusters
  Score: Raw -4631378.804964 + Penalty 11975.733063 = -4619403.071901
  nChanged 400
		SP:Iteration 13Q (42248.590000 sec): 3 clusters
  Score: Raw -4631640.212230 + Penalty 11975.733063 = -4619664.479167
  nChanged 315
		SP:Iteration 14Q (42248.730000 sec): 3 clusters
  Score: Raw -4631835.622292 + Penalty 11975.733063 = -4619859.889229
  nChanged 270
		SP:Iteration 15Q (42248.850000 sec): 3 clusters
  Score: Raw -4632007.008067 + Penalty 11975.733063 = -4620031.275003
  nChanged 212
		SP:Iteration 16Q (42248.980000 sec): 3 clusters
  Score: Raw -4632141.687031 + Penalty 11975.733063 = -4620165.953967
  nChanged 155
		SP:Iteration 17Q (42249.110000 sec): 3 clusters
  Score: Raw -4632233.044437 + Penalty 11975.733063 = -4620257.311373
  nChanged 121
		SP:Iteration 18Q (42249.240000 sec): 3 clusters
  Score: Raw -4632299.976032 + Penalty 11975.733063 = -4620324.242968
  nChanged 109
		SP:Iteration 19Q (42249.360000 sec): 3 clusters
  Score: Raw -4632365.608023 + Penalty 11975.733063 = -4620389.874960
  nChanged 85
		SP:Iteration 20F (42249.490000 sec): 3 clusters
  Score: Raw -4632416.936325 + Penalty 11975.733063 = -4620441.203261
  nChanged 86
		SP:Iteration 21Q (42249.620000 sec): 3 clusters
  Score: Raw -4632461.727265 + Penalty 11975.733063 = -4620485.994202
  nChanged 58
		SP:Iteration 22Q (42249.740000 sec): 3 clusters
  Score: Raw -4632493.981933 + Penalty 11975.733063 = -4620518.248869
  nChanged 56
		SP:Iteration 23Q (42249.870000 sec): 3 clusters
  Score: Raw -4632525.680342 + Penalty 11975.733063 = -4620549.947279
  nChanged 40
		SP:Iteration 24Q (42249.990000 sec): 3 clusters
  Score: Raw -4632548.138107 + Penalty 11975.733063 = -4620572.405044
  nChanged 40
		SP:Iteration 25Q (42250.110000 sec): 3 clusters
  Score: Raw -4632569.092840 + Penalty 11975.733063 = -4620593.359777
  nChanged 36
		SP:Iteration 26Q (42250.230000 sec): 3 clusters
  Score: Raw -4632589.873554 + Penalty 11975.733063 = -4620614.140490
  nChanged 35
		SP:Iteration 27Q (42250.350000 sec): 3 clusters
  Score: Raw -4632612.076723 + Penalty 11975.733063 = -4620636.343660
  nChanged 31
		SP:Iteration 28Q (42250.470000 sec): 3 clusters
  Score: Raw -4632627.758256 + Penalty 11975.733063 = -4620652.025192
  nChanged 23
		SP:Iteration 29Q (42250.590000 sec): 3 clusters
  Score: Raw -4632641.594948 + Penalty 11975.733063 = -4620665.861884
  nChanged 29
		SP:Iteration 30Q (42250.710000 sec): 3 clusters
  Score: Raw -4632655.511881 + Penalty 11975.733063 = -4620679.778817
  nChanged 24
		SP:Iteration 31Q (42250.830000 sec): 3 clusters
  Score: Raw -4632669.024184 + Penalty 11975.733063 = -4620693.291120
  nChanged 14
		SP:Iteration 32Q (42250.950000 sec): 3 clusters
  Score: Raw -4632677.422368 + Penalty 11975.733063 = -4620701.689305
  nChanged 15
		SP:Iteration 33Q (42251.070000 sec): 3 clusters
  Score: Raw -4632686.688219 + Penalty 11975.733063 = -4620710.955155
  nChanged 15
		SP:Iteration 34Q (42251.190000 sec): 3 clusters
  Score: Raw -4632693.948902 + Penalty 11975.733063 = -4620718.215839
  nChanged 7
		SP:Iteration 35Q (42251.310000 sec): 3 clusters
  Score: Raw -4632698.402799 + Penalty 11975.733063 = -4620722.669736
  nChanged 9
		SP:Iteration 36Q (42251.430000 sec): 3 clusters
  Score: Raw -4632703.793560 + Penalty 11975.733063 = -4620728.060497
  nChanged 8
		SP:Iteration 37Q (42251.550000 sec): 3 clusters
  Score: Raw -4632708.592793 + Penalty 11975.733063 = -4620732.859729
  nChanged 10
		SP:Iteration 38Q (42251.670000 sec): 3 clusters
  Score: Raw -4632712.589732 + Penalty 11975.733063 = -4620736.856668
  nChanged 4
		SP:Iteration 39Q (42251.780000 sec): 3 clusters
  Score: Raw -4632715.330085 + Penalty 11975.733063 = -4620739.597021
  nChanged 5
		SP:Iteration 40F (42251.920000 sec): 3 clusters
  Score: Raw -4632718.661406 + Penalty 11975.733063 = -4620742.928342
  nChanged 1
		SP:Iteration 41Q (42252.030000 sec): 3 clusters
  Score: Raw -4632719.025779 + Penalty 11975.733063 = -4620743.292715
  nChanged 0
		SP:Iteration 42F (42252.170000 sec): 3 clusters
  Score: Raw -4632719.025779 + Penalty 11975.733063 = -4620743.292715
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42252.200000 sec): 2 clusters
  Score: Raw -890178.793662 + Penalty 5016.082293 = -885162.711370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42252.230000 sec): 3 clusters
  Score: Raw -889058.461564 + Penalty 10032.164586 = -879026.296978
  nChanged 1001
		SP:Iteration 1F (42252.260000 sec): 3 clusters
  Score: Raw -890012.577605 + Penalty 10032.164586 = -879980.413020
  nChanged 285
		SP:Iteration 2F (42252.290000 sec): 3 clusters
  Score: Raw -890346.102002 + Penalty 10032.164586 = -880313.937417
  nChanged 170
		SP:Iteration 3Q (42252.310000 sec): 3 clusters
  Score: Raw -890596.294032 + Penalty 10032.164586 = -880564.129446
  nChanged 144
		SP:Iteration 4Q (42252.340000 sec): 3 clusters
  Score: Raw -890773.405602 + Penalty 10032.164586 = -880741.241016
  nChanged 106
		SP:Iteration 5Q (42252.360000 sec): 3 clusters
  Score: Raw -890926.446892 + Penalty 10032.164586 = -880894.282306
  nChanged 111
		SP:Iteration 6Q (42252.390000 sec): 3 clusters
  Score: Raw -891082.802506 + Penalty 10032.164586 = -881050.637920
  nChanged 101
		SP:Iteration 7Q (42252.410000 sec): 3 clusters
  Score: Raw -891227.202229 + Penalty 10032.164586 = -881195.037643
  nChanged 94
		SP:Iteration 8Q (42252.440000 sec): 3 clusters
  Score: Raw -891355.580210 + Penalty 10032.164586 = -881323.415625
  nChanged 84
		SP:Iteration 9Q (42252.470000 sec): 3 clusters
  Score: Raw -891467.729152 + Penalty 10032.164586 = -881435.564566
  nChanged 82
		SP:Iteration 10Q (42252.490000 sec): 3 clusters
  Score: Raw -891557.470061 + Penalty 10032.164586 = -881525.305475
  nChanged 60
		SP:Iteration 11Q (42252.510000 sec): 3 clusters
  Score: Raw -891634.939025 + Penalty 10032.164586 = -881602.774439
  nChanged 69
		SP:Iteration 12Q (42252.540000 sec): 3 clusters
  Score: Raw -891717.197086 + Penalty 10032.164586 = -881685.032500
  nChanged 65
		SP:Iteration 13Q (42252.560000 sec): 3 clusters
  Score: Raw -891803.394961 + Penalty 10032.164586 = -881771.230376
  nChanged 64
		SP:Iteration 14Q (42252.590000 sec): 3 clusters
  Score: Raw -891899.295225 + Penalty 10032.164586 = -881867.130639
  nChanged 66
		SP:Iteration 15Q (42252.610000 sec): 3 clusters
  Score: Raw -891999.227385 + Penalty 10032.164586 = -881967.062799
  nChanged 74
		SP:Iteration 16Q (42252.640000 sec): 3 clusters
  Score: Raw -892100.517428 + Penalty 10032.164586 = -882068.352842
  nChanged 67
		SP:Iteration 17Q (42252.660000 sec): 3 clusters
  Score: Raw -892193.367981 + Penalty 10032.164586 = -882161.203396
  nChanged 56
		SP:Iteration 18Q (42252.690000 sec): 3 clusters
  Score: Raw -892263.140589 + Penalty 10032.164586 = -882230.976004
  nChanged 45
		SP:Iteration 19Q (42252.710000 sec): 3 clusters
  Score: Raw -892312.832894 + Penalty 10032.164586 = -882280.668308
  nChanged 36
		SP:Iteration 20F (42252.730000 sec): 3 clusters
  Score: Raw -892355.614729 + Penalty 10032.164586 = -882323.450143
  nChanged 25
		SP:Iteration 21Q (42252.760000 sec): 3 clusters
  Score: Raw -892380.244097 + Penalty 10032.164586 = -882348.079511
  nChanged 22
		SP:Iteration 22Q (42252.780000 sec): 3 clusters
  Score: Raw -892406.196389 + Penalty 10032.164586 = -882374.031804
  nChanged 29
		SP:Iteration 23Q (42252.810000 sec): 3 clusters
  Score: Raw -892443.872250 + Penalty 10032.164586 = -882411.707665
  nChanged 20
		SP:Iteration 24Q (42252.830000 sec): 3 clusters
  Score: Raw -892466.011713 + Penalty 10032.164586 = -882433.847127
  nChanged 12
		SP:Iteration 25Q (42252.850000 sec): 3 clusters
  Score: Raw -892478.188565 + Penalty 10032.164586 = -882446.023979
  nChanged 7
		SP:Iteration 26Q (42252.870000 sec): 3 clusters
  Score: Raw -892484.045702 + Penalty 10032.164586 = -882451.881116
  nChanged 6
		SP:Iteration 27Q (42252.900000 sec): 3 clusters
  Score: Raw -892489.529117 + Penalty 10032.164586 = -882457.364531
  nChanged 2
		SP:Iteration 28Q (42252.920000 sec): 3 clusters
  Score: Raw -892491.325258 + Penalty 10032.164586 = -882459.160672
  nChanged 2
		SP:Iteration 29Q (42252.950000 sec): 3 clusters
  Score: Raw -892493.813586 + Penalty 10032.164586 = -882461.649000
  nChanged 2
		SP:Iteration 30Q (42252.970000 sec): 3 clusters
  Score: Raw -892496.630300 + Penalty 10032.164586 = -882464.465714
  nChanged 4
		SP:Iteration 31Q (42252.990000 sec): 3 clusters
  Score: Raw -892500.050109 + Penalty 10032.164586 = -882467.885523
  nChanged 5
		SP:Iteration 32Q (42253.010000 sec): 3 clusters
  Score: Raw -892503.769912 + Penalty 10032.164586 = -882471.605326
  nChanged 3
		SP:Iteration 33Q (42253.040000 sec): 3 clusters
  Score: Raw -892505.849109 + Penalty 10032.164586 = -882473.684524
  nChanged 1
		SP:Iteration 34Q (42253.060000 sec): 3 clusters
  Score: Raw -892506.474485 + Penalty 10032.164586 = -882474.309899
  nChanged 1
		SP:Iteration 35Q (42253.090000 sec): 3 clusters
  Score: Raw -892507.635627 + Penalty 10032.164586 = -882475.471041
  nChanged 1
		SP:Iteration 36Q (42253.110000 sec): 3 clusters
  Score: Raw -892508.295681 + Penalty 10032.164586 = -882476.131096
  nChanged 1
		SP:Iteration 37Q (42253.130000 sec): 3 clusters
  Score: Raw -892508.860204 + Penalty 10032.164586 = -882476.695618
  nChanged 0
		SP:Iteration 38F (42253.160000 sec): 3 clusters
  Score: Raw -892508.860204 + Penalty 10032.164586 = -882476.695618
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42253.170000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42253.190000 sec): 3 clusters
  Score: Raw -382113.463872 + Penalty 8912.086091 = -373201.377780
  nChanged 273
		SP:Iteration 1F (42253.200000 sec): 3 clusters
  Score: Raw -382595.451922 + Penalty 8912.086091 = -373683.365831
  nChanged 74
		SP:Iteration 2F (42253.210000 sec): 3 clusters
  Score: Raw -382806.977379 + Penalty 8912.086091 = -373894.891287
  nChanged 31
		SP:Iteration 3Q (42253.220000 sec): 3 clusters
  Score: Raw -382878.176367 + Penalty 8912.086091 = -373966.090275
  nChanged 18
		SP:Iteration 4Q (42253.230000 sec): 3 clusters
  Score: Raw -382917.616040 + Penalty 8912.086091 = -374005.529948
  nChanged 13
		SP:Iteration 5Q (42253.240000 sec): 3 clusters
  Score: Raw -382966.074967 + Penalty 8912.086091 = -374053.988875
  nChanged 13
		SP:Iteration 6Q (42253.250000 sec): 3 clusters
  Score: Raw -383013.409324 + Penalty 8912.086091 = -374101.323233
  nChanged 15
		SP:Iteration 7Q (42253.260000 sec): 3 clusters
  Score: Raw -383050.391777 + Penalty 8912.086091 = -374138.305685
  nChanged 11
		SP:Iteration 8Q (42253.270000 sec): 3 clusters
  Score: Raw -383082.418157 + Penalty 8912.086091 = -374170.332066
  nChanged 12
		SP:Iteration 9Q (42253.280000 sec): 3 clusters
  Score: Raw -383135.730423 + Penalty 8912.086091 = -374223.644331
  nChanged 13
		SP:Iteration 10Q (42253.290000 sec): 3 clusters
  Score: Raw -383157.397883 + Penalty 8912.086091 = -374245.311792
  nChanged 5
		SP:Iteration 11Q (42253.300000 sec): 3 clusters
  Score: Raw -383165.963542 + Penalty 8912.086091 = -374253.877451
  nChanged 7
		SP:Iteration 12Q (42253.310000 sec): 3 clusters
  Score: Raw -383179.297140 + Penalty 8912.086091 = -374267.211049
  nChanged 5
		SP:Iteration 13Q (42253.320000 sec): 3 clusters
  Score: Raw -383188.414360 + Penalty 8912.086091 = -374276.328269
  nChanged 0
		SP:Iteration 14F (42253.330000 sec): 3 clusters
  Score: Raw -383188.414360 + Penalty 8912.086091 = -374276.328269
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42253.350000 sec): 2 clusters
  Score: Raw -336462.275837 + Penalty 4393.579942 = -332068.695895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42253.350000 sec): 3 clusters
  Score: Raw -336464.023539 + Penalty 8787.159885 = -327676.863655
  nChanged 221
		SP:Iteration 1F (42253.370000 sec): 3 clusters
  Score: Raw -336888.022388 + Penalty 8787.159885 = -328100.862503
  nChanged 50
		SP:Iteration 2Q (42253.370000 sec): 3 clusters
  Score: Raw -336990.421909 + Penalty 8787.159885 = -328203.262025
  nChanged 35
		SP:Iteration 3Q (42253.390000 sec): 3 clusters
  Score: Raw -337071.827075 + Penalty 8787.159885 = -328284.667190
  nChanged 13
		SP:Iteration 4Q (42253.390000 sec): 3 clusters
  Score: Raw -337101.005633 + Penalty 8787.159885 = -328313.845748
  nChanged 6
		SP:Iteration 5Q (42253.400000 sec): 3 clusters
  Score: Raw -337110.987453 + Penalty 8787.159885 = -328323.827569
  nChanged 4
		SP:Iteration 6Q (42253.410000 sec): 3 clusters
  Score: Raw -337118.414289 + Penalty 8787.159885 = -328331.254404
  nChanged 2
		SP:Iteration 7Q (42253.420000 sec): 3 clusters
  Score: Raw -337120.918086 + Penalty 8787.159885 = -328333.758202
  nChanged 0
		SP:Iteration 8F (42253.430000 sec): 3 clusters
  Score: Raw -337120.918086 + Penalty 8787.159885 = -328333.758202
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42253.530000 sec): 2 clusters
  Score: Raw -3466804.390227 + Penalty 5817.247741 = -3460987.142487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42253.630000 sec): 3 clusters
  Score: Raw -3460314.835982 + Penalty 11634.495481 = -3448680.340500
  nChanged 5142
		SP:Iteration 1F (42253.730000 sec): 3 clusters
  Score: Raw -3463216.250172 + Penalty 11634.495481 = -3451581.754690
  nChanged 954
		SP:Iteration 2F (42253.830000 sec): 3 clusters
  Score: Raw -3463775.270391 + Penalty 11634.495481 = -3452140.774910
  nChanged 665
		SP:Iteration 3Q (42253.930000 sec): 3 clusters
  Score: Raw -3464172.701124 + Penalty 11634.495481 = -3452538.205642
  nChanged 602
		SP:Iteration 4Q (42254.030000 sec): 3 clusters
  Score: Raw -3464534.955403 + Penalty 11634.495481 = -3452900.459922
  nChanged 551
		SP:Iteration 5Q (42254.130000 sec): 3 clusters
  Score: Raw -3464881.270269 + Penalty 11634.495481 = -3453246.774788
  nChanged 496
		SP:Iteration 6Q (42254.240000 sec): 3 clusters
  Score: Raw -3465194.631502 + Penalty 11634.495481 = -3453560.136021
  nChanged 481
		SP:Iteration 7Q (42254.340000 sec): 3 clusters
  Score: Raw -3465493.966333 + Penalty 11634.495481 = -3453859.470852
  nChanged 471
		SP:Iteration 8Q (42254.440000 sec): 3 clusters
  Score: Raw -3465793.136166 + Penalty 11634.495481 = -3454158.640685
  nChanged 468
		SP:Iteration 9Q (42254.540000 sec): 3 clusters
  Score: Raw -3466126.467505 + Penalty 11634.495481 = -3454491.972024
  nChanged 445
		SP:Iteration 10Q (42254.640000 sec): 3 clusters
  Score: Raw -3466447.976018 + Penalty 11634.495481 = -3454813.480537
  nChanged 409
		SP:Iteration 11Q (42254.740000 sec): 3 clusters
  Score: Raw -3466715.637395 + Penalty 11634.495481 = -3455081.141914
  nChanged 356
		SP:Iteration 12Q (42254.830000 sec): 3 clusters
  Score: Raw -3466961.701598 + Penalty 11634.495481 = -3455327.206116
  nChanged 326
		SP:Iteration 13Q (42254.930000 sec): 3 clusters
  Score: Raw -3467163.797824 + Penalty 11634.495481 = -3455529.302343
  nChanged 278
		SP:Iteration 14Q (42255.030000 sec): 3 clusters
  Score: Raw -3467330.671150 + Penalty 11634.495481 = -3455696.175669
  nChanged 238
		SP:Iteration 15Q (42255.130000 sec): 3 clusters
  Score: Raw -3467473.189944 + Penalty 11634.495481 = -3455838.694463
  nChanged 224
		SP:Iteration 16Q (42255.220000 sec): 3 clusters
  Score: Raw -3467588.430157 + Penalty 11634.495481 = -3455953.934675
  nChanged 183
		SP:Iteration 17Q (42255.320000 sec): 3 clusters
  Score: Raw -3467669.006710 + Penalty 11634.495481 = -3456034.511229
  nChanged 151
		SP:Iteration 18Q (42255.410000 sec): 3 clusters
  Score: Raw -3467729.862267 + Penalty 11634.495481 = -3456095.366786
  nChanged 123
		SP:Iteration 19Q (42255.510000 sec): 3 clusters
  Score: Raw -3467783.256532 + Penalty 11634.495481 = -3456148.761051
  nChanged 116
		SP:Iteration 20F (42255.610000 sec): 3 clusters
  Score: Raw -3467833.013812 + Penalty 11634.495481 = -3456198.518331
  nChanged 99
		SP:Iteration 21Q (42255.700000 sec): 3 clusters
  Score: Raw -3467872.058855 + Penalty 11634.495481 = -3456237.563374
  nChanged 68
		SP:Iteration 22Q (42255.790000 sec): 3 clusters
  Score: Raw -3467899.650886 + Penalty 11634.495481 = -3456265.155405
  nChanged 55
		SP:Iteration 23Q (42255.890000 sec): 3 clusters
  Score: Raw -3467916.522270 + Penalty 11634.495481 = -3456282.026789
  nChanged 40
		SP:Iteration 24Q (42255.980000 sec): 3 clusters
  Score: Raw -3467930.513116 + Penalty 11634.495481 = -3456296.017635
  nChanged 37
		SP:Iteration 25Q (42256.070000 sec): 3 clusters
  Score: Raw -3467942.039140 + Penalty 11634.495481 = -3456307.543659
  nChanged 30
		SP:Iteration 26Q (42256.160000 sec): 3 clusters
  Score: Raw -3467951.956507 + Penalty 11634.495481 = -3456317.461026
  nChanged 30
		SP:Iteration 27Q (42256.250000 sec): 3 clusters
  Score: Raw -3467959.971243 + Penalty 11634.495481 = -3456325.475762
  nChanged 22
		SP:Iteration 28Q (42256.350000 sec): 3 clusters
  Score: Raw -3467965.361246 + Penalty 11634.495481 = -3456330.865765
  nChanged 16
		SP:Iteration 29Q (42256.440000 sec): 3 clusters
  Score: Raw -3467968.940148 + Penalty 11634.495481 = -3456334.444666
  nChanged 8
		SP:Iteration 30Q (42256.530000 sec): 3 clusters
  Score: Raw -3467971.254958 + Penalty 11634.495481 = -3456336.759477
  nChanged 14
		SP:Iteration 31Q (42256.630000 sec): 3 clusters
  Score: Raw -3467974.768865 + Penalty 11634.495481 = -3456340.273384
  nChanged 13
		SP:Iteration 32Q (42256.720000 sec): 3 clusters
  Score: Raw -3467978.196003 + Penalty 11634.495481 = -3456343.700522
  nChanged 9
		SP:Iteration 33Q (42256.810000 sec): 3 clusters
  Score: Raw -3467980.406819 + Penalty 11634.495481 = -3456345.911338
  nChanged 7
		SP:Iteration 34Q (42256.900000 sec): 3 clusters
  Score: Raw -3467981.935051 + Penalty 11634.495481 = -3456347.439569
  nChanged 7
		SP:Iteration 35Q (42256.990000 sec): 3 clusters
  Score: Raw -3467983.372602 + Penalty 11634.495481 = -3456348.877121
  nChanged 5
		SP:Iteration 36Q (42257.090000 sec): 3 clusters
  Score: Raw -3467984.590769 + Penalty 11634.495481 = -3456350.095288
  nChanged 2
		SP:Iteration 37Q (42257.180000 sec): 3 clusters
  Score: Raw -3467985.314981 + Penalty 11634.495481 = -3456350.819500
  nChanged 2
		SP:Iteration 38Q (42257.270000 sec): 3 clusters
  Score: Raw -3467985.547856 + Penalty 11634.495481 = -3456351.052374
  nChanged 1
		SP:Iteration 39Q (42257.360000 sec): 3 clusters
  Score: Raw -3467985.625761 + Penalty 11634.495481 = -3456351.130280
  nChanged 1
		SP:Iteration 40F (42257.460000 sec): 3 clusters
  Score: Raw -3467986.244143 + Penalty 11634.495481 = -3456351.748662
  nChanged 7
		SP:Iteration 41Q (42257.560000 sec): 3 clusters
  Score: Raw -3467987.919671 + Penalty 11634.495481 = -3456353.424190
  nChanged 6
		SP:Iteration 42Q (42257.650000 sec): 3 clusters
  Score: Raw -3467989.395349 + Penalty 11634.495481 = -3456354.899868
  nChanged 5
		SP:Iteration 43Q (42257.740000 sec): 3 clusters
  Score: Raw -3467990.733502 + Penalty 11634.495481 = -3456356.238021
  nChanged 6
		SP:Iteration 44Q (42257.830000 sec): 3 clusters
  Score: Raw -3467992.227547 + Penalty 11634.495481 = -3456357.732066
  nChanged 1
		SP:Iteration 45Q (42257.930000 sec): 3 clusters
  Score: Raw -3467992.333614 + Penalty 11634.495481 = -3456357.838133
  nChanged 0
		SP:Iteration 46F (42258.030000 sec): 3 clusters
  Score: Raw -3467992.333614 + Penalty 11634.495481 = -3456357.838133
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (15903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42258.130000 sec): 2 clusters
  Score: Raw -4240228.725277 + Penalty 5925.486118 = -4234303.239159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42258.250000 sec): 3 clusters
  Score: Raw -4232189.387067 + Penalty 11850.972236 = -4220338.414832
  nChanged 6180
		SP:Iteration 1F (42258.370000 sec): 3 clusters
  Score: Raw -4235540.092368 + Penalty 11850.972236 = -4223689.120132
  nChanged 1146
		SP:Iteration 2F (42258.490000 sec): 3 clusters
  Score: Raw -4236181.017225 + Penalty 11850.972236 = -4224330.044989
  nChanged 830
		SP:Iteration 3F (42258.610000 sec): 3 clusters
  Score: Raw -4236603.401322 + Penalty 11850.972236 = -4224752.429086
  nChanged 660
		SP:Iteration 4Q (42258.730000 sec): 3 clusters
  Score: Raw -4236917.192010 + Penalty 11850.972236 = -4225066.219775
  nChanged 498
		SP:Iteration 5Q (42258.850000 sec): 3 clusters
  Score: Raw -4237131.951485 + Penalty 11850.972236 = -4225280.979250
  nChanged 413
		SP:Iteration 6Q (42258.970000 sec): 3 clusters
  Score: Raw -4237296.081236 + Penalty 11850.972236 = -4225445.109000
  nChanged 370
		SP:Iteration 7Q (42259.090000 sec): 3 clusters
  Score: Raw -4237453.299715 + Penalty 11850.972236 = -4225602.327480
  nChanged 380
		SP:Iteration 8Q (42259.210000 sec): 3 clusters
  Score: Raw -4237623.326225 + Penalty 11850.972236 = -4225772.353989
  nChanged 362
		SP:Iteration 9Q (42259.330000 sec): 3 clusters
  Score: Raw -4237785.625696 + Penalty 11850.972236 = -4225934.653460
  nChanged 339
		SP:Iteration 10Q (42259.450000 sec): 3 clusters
  Score: Raw -4237933.013740 + Penalty 11850.972236 = -4226082.041504
  nChanged 332
		SP:Iteration 11Q (42259.570000 sec): 3 clusters
  Score: Raw -4238067.478889 + Penalty 11850.972236 = -4226216.506653
  nChanged 326
		SP:Iteration 12Q (42259.690000 sec): 3 clusters
  Score: Raw -4238198.174751 + Penalty 11850.972236 = -4226347.202516
  nChanged 326
		SP:Iteration 13Q (42259.810000 sec): 3 clusters
  Score: Raw -4238339.917211 + Penalty 11850.972236 = -4226488.944976
  nChanged 340
		SP:Iteration 14Q (42259.930000 sec): 3 clusters
  Score: Raw -4238500.107490 + Penalty 11850.972236 = -4226649.135255
  nChanged 377
		SP:Iteration 15Q (42260.040000 sec): 3 clusters
  Score: Raw -4238687.012796 + Penalty 11850.972236 = -4226836.040560
  nChanged 378
		SP:Iteration 16Q (42260.160000 sec): 3 clusters
  Score: Raw -4238868.658373 + Penalty 11850.972236 = -4227017.686138
  nChanged 372
		SP:Iteration 17Q (42260.280000 sec): 3 clusters
  Score: Raw -4239052.571242 + Penalty 11850.972236 = -4227201.599006
  nChanged 330
		SP:Iteration 18Q (42260.400000 sec): 3 clusters
  Score: Raw -4239207.725078 + Penalty 11850.972236 = -4227356.752842
  nChanged 324
		SP:Iteration 19Q (42260.520000 sec): 3 clusters
  Score: Raw -4239361.916205 + Penalty 11850.972236 = -4227510.943969
  nChanged 311
		SP:Iteration 20F (42260.640000 sec): 3 clusters
  Score: Raw -4239506.426546 + Penalty 11850.972236 = -4227655.454310
  nChanged 308
		SP:Iteration 21Q (42260.750000 sec): 3 clusters
  Score: Raw -4239650.521134 + Penalty 11850.972236 = -4227799.548898
  nChanged 315
		SP:Iteration 22Q (42260.870000 sec): 3 clusters
  Score: Raw -4239806.453430 + Penalty 11850.972236 = -4227955.481194
  nChanged 310
		SP:Iteration 23Q (42260.990000 sec): 3 clusters
  Score: Raw -4239959.968030 + Penalty 11850.972236 = -4228108.995794
  nChanged 258
		SP:Iteration 24Q (42261.110000 sec): 3 clusters
  Score: Raw -4240091.639788 + Penalty 11850.972236 = -4228240.667552
  nChanged 252
		SP:Iteration 25Q (42261.230000 sec): 3 clusters
  Score: Raw -4240218.054242 + Penalty 11850.972236 = -4228367.082007
  nChanged 244
		SP:Iteration 26Q (42261.340000 sec): 3 clusters
  Score: Raw -4240348.130025 + Penalty 11850.972236 = -4228497.157789
  nChanged 242
		SP:Iteration 27Q (42261.460000 sec): 3 clusters
  Score: Raw -4240486.976119 + Penalty 11850.972236 = -4228636.003883
  nChanged 233
		SP:Iteration 28Q (42261.580000 sec): 3 clusters
  Score: Raw -4240614.393938 + Penalty 11850.972236 = -4228763.421702
  nChanged 200
		SP:Iteration 29Q (42261.690000 sec): 3 clusters
  Score: Raw -4240726.144338 + Penalty 11850.972236 = -4228875.172102
  nChanged 198
		SP:Iteration 30Q (42261.810000 sec): 3 clusters
  Score: Raw -4240846.932153 + Penalty 11850.972236 = -4228995.959917
  nChanged 219
		SP:Iteration 31Q (42261.930000 sec): 3 clusters
  Score: Raw -4240984.317670 + Penalty 11850.972236 = -4229133.345434
  nChanged 228
		SP:Iteration 32Q (42262.040000 sec): 3 clusters
  Score: Raw -4241131.090749 + Penalty 11850.972236 = -4229280.118513
  nChanged 194
		SP:Iteration 33Q (42262.160000 sec): 3 clusters
  Score: Raw -4241249.864179 + Penalty 11850.972236 = -4229398.891943
  nChanged 168
		SP:Iteration 34Q (42262.270000 sec): 3 clusters
  Score: Raw -4241344.448845 + Penalty 11850.972236 = -4229493.476609
  nChanged 148
		SP:Iteration 35Q (42262.380000 sec): 3 clusters
  Score: Raw -4241425.254611 + Penalty 11850.972236 = -4229574.282376
  nChanged 125
		SP:Iteration 36Q (42262.490000 sec): 3 clusters
  Score: Raw -4241493.318019 + Penalty 11850.972236 = -4229642.345783
  nChanged 100
		SP:Iteration 37Q (42262.600000 sec): 3 clusters
  Score: Raw -4241546.276606 + Penalty 11850.972236 = -4229695.304371
  nChanged 84
		SP:Iteration 38Q (42262.710000 sec): 3 clusters
  Score: Raw -4241586.871317 + Penalty 11850.972236 = -4229735.899081
  nChanged 88
		SP:Iteration 39Q (42262.820000 sec): 3 clusters
  Score: Raw -4241633.311916 + Penalty 11850.972236 = -4229782.339680
  nChanged 74
		SP:Iteration 40F (42262.940000 sec): 3 clusters
  Score: Raw -4241668.756346 + Penalty 11850.972236 = -4229817.784110
  nChanged 68
		SP:Iteration 41Q (42263.040000 sec): 3 clusters
  Score: Raw -4241702.905751 + Penalty 11850.972236 = -4229851.933515
  nChanged 64
		SP:Iteration 42Q (42263.150000 sec): 3 clusters
  Score: Raw -4241737.380318 + Penalty 11850.972236 = -4229886.408082
  nChanged 58
		SP:Iteration 43Q (42263.250000 sec): 3 clusters
  Score: Raw -4241773.042634 + Penalty 11850.972236 = -4229922.070398
  nChanged 61
		SP:Iteration 44Q (42263.360000 sec): 3 clusters
  Score: Raw -4241804.263085 + Penalty 11850.972236 = -4229953.290850
  nChanged 55
		SP:Iteration 45Q (42263.460000 sec): 3 clusters
  Score: Raw -4241835.478885 + Penalty 11850.972236 = -4229984.506649
  nChanged 56
		SP:Iteration 46Q (42263.560000 sec): 3 clusters
  Score: Raw -4241868.236660 + Penalty 11850.972236 = -4230017.264424
  nChanged 51
		SP:Iteration 47Q (42263.670000 sec): 3 clusters
  Score: Raw -4241895.665165 + Penalty 11850.972236 = -4230044.692929
  nChanged 55
		SP:Iteration 48Q (42263.770000 sec): 3 clusters
  Score: Raw -4241927.291406 + Penalty 11850.972236 = -4230076.319170
  nChanged 47
		SP:Iteration 49Q (42263.870000 sec): 3 clusters
  Score: Raw -4241958.093773 + Penalty 11850.972236 = -4230107.121537
  nChanged 46
		SP:Iteration 50Q (42263.970000 sec): 3 clusters
  Score: Raw -4241983.843161 + Penalty 11850.972236 = -4230132.870926
  nChanged 48
		SP:Iteration 51Q (42264.070000 sec): 3 clusters
  Score: Raw -4242010.327081 + Penalty 11850.972236 = -4230159.354845
  nChanged 47
		SP:Iteration 52Q (42264.170000 sec): 3 clusters
  Score: Raw -4242031.614717 + Penalty 11850.972236 = -4230180.642481
  nChanged 34
		SP:Iteration 53Q (42264.270000 sec): 3 clusters
  Score: Raw -4242046.161778 + Penalty 11850.972236 = -4230195.189542
  nChanged 26
		SP:Iteration 54Q (42264.370000 sec): 3 clusters
  Score: Raw -4242056.358927 + Penalty 11850.972236 = -4230205.386691
  nChanged 19
		SP:Iteration 55Q (42264.470000 sec): 3 clusters
  Score: Raw -4242064.325124 + Penalty 11850.972236 = -4230213.352888
  nChanged 18
		SP:Iteration 56Q (42264.560000 sec): 3 clusters
  Score: Raw -4242070.891440 + Penalty 11850.972236 = -4230219.919204
  nChanged 11
		SP:Iteration 57Q (42264.660000 sec): 3 clusters
  Score: Raw -4242075.126306 + Penalty 11850.972236 = -4230224.154070
  nChanged 6
		SP:Iteration 58Q (42264.760000 sec): 3 clusters
  Score: Raw -4242077.391513 + Penalty 11850.972236 = -4230226.419277
  nChanged 7
		SP:Iteration 59Q (42264.860000 sec): 3 clusters
  Score: Raw -4242079.497073 + Penalty 11850.972236 = -4230228.524837
  nChanged 9
		SP:Iteration 60F (42264.970000 sec): 3 clusters
  Score: Raw -4242082.257092 + Penalty 11850.972236 = -4230231.284856
  nChanged 3
		SP:Iteration 61Q (42265.070000 sec): 3 clusters
  Score: Raw -4242083.279439 + Penalty 11850.972236 = -4230232.307203
  nChanged 1
		SP:Iteration 62Q (42265.170000 sec): 3 clusters
  Score: Raw -4242083.773265 + Penalty 11850.972236 = -4230232.801029
  nChanged 3
		SP:Iteration 63Q (42265.270000 sec): 3 clusters
  Score: Raw -4242084.486867 + Penalty 11850.972236 = -4230233.514631
  nChanged 4
		SP:Iteration 64Q (42265.370000 sec): 3 clusters
  Score: Raw -4242085.764549 + Penalty 11850.972236 = -4230234.792313
  nChanged 2
		SP:Iteration 65Q (42265.470000 sec): 3 clusters
  Score: Raw -4242086.422554 + Penalty 11850.972236 = -4230235.450319
  nChanged 2
		SP:Iteration 66Q (42265.560000 sec): 3 clusters
  Score: Raw -4242087.182773 + Penalty 11850.972236 = -4230236.210537
  nChanged 2
		SP:Iteration 67Q (42265.660000 sec): 3 clusters
  Score: Raw -4242087.912441 + Penalty 11850.972236 = -4230236.940206
  nChanged 1
		SP:Iteration 68Q (42265.760000 sec): 3 clusters
  Score: Raw -4242088.367577 + Penalty 11850.972236 = -4230237.395342
  nChanged 0
		SP:Iteration 69F (42265.880000 sec): 3 clusters
  Score: Raw -4242088.367577 + Penalty 11850.972236 = -4230237.395342
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42266.480000 sec): 2 clusters
  Score: Raw -23672440.602675 + Penalty 6979.049866 = -23665461.552808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42267.160000 sec): 3 clusters
  Score: Raw -23618471.508660 + Penalty 13958.099733 = -23604513.408927
  nChanged 40283
		SP:Iteration 1F (42267.840000 sec): 3 clusters
  Score: Raw -23640476.566011 + Penalty 13958.099733 = -23626518.466278
  nChanged 3687
		SP:Iteration 2Q (42268.530000 sec): 3 clusters
  Score: Raw -23641458.956957 + Penalty 13958.099733 = -23627500.857224
  nChanged 3192
		SP:Iteration 3Q (42269.220000 sec): 3 clusters
  Score: Raw -23642257.810922 + Penalty 13958.099733 = -23628299.711190
  nChanged 2923
		SP:Iteration 4Q (42269.910000 sec): 3 clusters
  Score: Raw -23642977.783095 + Penalty 13958.099733 = -23629019.683362
  nChanged 2721
		SP:Iteration 5Q (42270.590000 sec): 3 clusters
  Score: Raw -23643663.365375 + Penalty 13958.099733 = -23629705.265642
  nChanged 2568
		SP:Iteration 6Q (42271.280000 sec): 3 clusters
  Score: Raw -23644359.668974 + Penalty 13958.099733 = -23630401.569242
  nChanged 2815
		SP:Iteration 7Q (42271.970000 sec): 3 clusters
  Score: Raw -23645212.518661 + Penalty 13958.099733 = -23631254.418929
  nChanged 3166
		SP:Iteration 8Q (42272.660000 sec): 3 clusters
  Score: Raw -23646347.561368 + Penalty 13958.099733 = -23632389.461635
  nChanged 3692
		SP:Iteration 9Q (42273.340000 sec): 3 clusters
  Score: Raw -23647966.527780 + Penalty 13958.099733 = -23634008.428047
  nChanged 4376
		SP:Iteration 10Q (42274.030000 sec): 3 clusters
  Score: Raw -23650216.453552 + Penalty 13958.099733 = -23636258.353819
  nChanged 4990
		SP:Iteration 11F (42274.710000 sec): 3 clusters
  Score: Raw -23653183.567035 + Penalty 13958.099733 = -23639225.467302
  nChanged 5323
		SP:Iteration 12F (42275.390000 sec): 3 clusters
  Score: Raw -23656637.242959 + Penalty 13958.099733 = -23642679.143226
  nChanged 5193
		SP:Iteration 13F (42276.070000 sec): 3 clusters
  Score: Raw -23660123.070167 + Penalty 13958.099733 = -23646164.970435
  nChanged 4575
		SP:Iteration 14F (42276.750000 sec): 3 clusters
  Score: Raw -23663290.390522 + Penalty 13958.099733 = -23649332.290789
  nChanged 3806
		SP:Iteration 15Q (42277.440000 sec): 3 clusters
  Score: Raw -23665980.973347 + Penalty 13958.099733 = -23652022.873614
  nChanged 3094
		SP:Iteration 16Q (42278.110000 sec): 3 clusters
  Score: Raw -23668157.606100 + Penalty 13958.099733 = -23654199.506367
  nChanged 2267
		SP:Iteration 17Q (42278.770000 sec): 3 clusters
  Score: Raw -23669729.959472 + Penalty 13958.099733 = -23655771.859739
  nChanged 1677
		SP:Iteration 18Q (42279.400000 sec): 3 clusters
  Score: Raw -23670866.528005 + Penalty 13958.099733 = -23656908.428273
  nChanged 1158
		SP:Iteration 19Q (42280.000000 sec): 3 clusters
  Score: Raw -23671573.296651 + Penalty 13958.099733 = -23657615.196919
  nChanged 806
		SP:Iteration 20F (42280.680000 sec): 3 clusters
  Score: Raw -23672033.879371 + Penalty 13958.099733 = -23658075.779638
  nChanged 599
		SP:Iteration 21Q (42281.240000 sec): 3 clusters
  Score: Raw -23672362.354863 + Penalty 13958.099733 = -23658404.255130
  nChanged 431
		SP:Iteration 22Q (42281.790000 sec): 3 clusters
  Score: Raw -23672605.048920 + Penalty 13958.099733 = -23658646.949188
  nChanged 315
		SP:Iteration 23Q (42282.320000 sec): 3 clusters
  Score: Raw -23672784.352413 + Penalty 13958.099733 = -23658826.252680
  nChanged 242
		SP:Iteration 24Q (42282.840000 sec): 3 clusters
  Score: Raw -23672924.686056 + Penalty 13958.099733 = -23658966.586323
  nChanged 212
		SP:Iteration 25Q (42283.360000 sec): 3 clusters
  Score: Raw -23673038.326195 + Penalty 13958.099733 = -23659080.226462
  nChanged 158
		SP:Iteration 26Q (42283.870000 sec): 3 clusters
  Score: Raw -23673121.106364 + Penalty 13958.099733 = -23659163.006631
  nChanged 132
		SP:Iteration 27Q (42284.380000 sec): 3 clusters
  Score: Raw -23673196.842605 + Penalty 13958.099733 = -23659238.742872
  nChanged 103
		SP:Iteration 28Q (42284.880000 sec): 3 clusters
  Score: Raw -23673258.759466 + Penalty 13958.099733 = -23659300.659733
  nChanged 90
		SP:Iteration 29Q (42285.380000 sec): 3 clusters
  Score: Raw -23673308.163356 + Penalty 13958.099733 = -23659350.063624
  nChanged 72
		SP:Iteration 30Q (42285.880000 sec): 3 clusters
  Score: Raw -23673348.087752 + Penalty 13958.099733 = -23659389.988019
  nChanged 51
		SP:Iteration 31Q (42286.380000 sec): 3 clusters
  Score: Raw -23673373.672854 + Penalty 13958.099733 = -23659415.573122
  nChanged 39
		SP:Iteration 32Q (42286.870000 sec): 3 clusters
  Score: Raw -23673392.832833 + Penalty 13958.099733 = -23659434.733100
  nChanged 32
		SP:Iteration 33Q (42287.370000 sec): 3 clusters
  Score: Raw -23673411.132000 + Penalty 13958.099733 = -23659453.032267
  nChanged 32
		SP:Iteration 34Q (42287.860000 sec): 3 clusters
  Score: Raw -23673428.647223 + Penalty 13958.099733 = -23659470.547490
  nChanged 33
		SP:Iteration 35Q (42288.360000 sec): 3 clusters
  Score: Raw -23673445.816199 + Penalty 13958.099733 = -23659487.716467
  nChanged 33
		SP:Iteration 36Q (42288.850000 sec): 3 clusters
  Score: Raw -23673466.839864 + Penalty 13958.099733 = -23659508.740131
  nChanged 24
		SP:Iteration 37Q (42289.340000 sec): 3 clusters
  Score: Raw -23673480.253297 + Penalty 13958.099733 = -23659522.153564
  nChanged 21
		SP:Iteration 38Q (42289.830000 sec): 3 clusters
  Score: Raw -23673490.778174 + Penalty 13958.099733 = -23659532.678441
  nChanged 17
		SP:Iteration 39Q (42290.320000 sec): 3 clusters
  Score: Raw -23673499.103940 + Penalty 13958.099733 = -23659541.004207
  nChanged 18
		SP:Iteration 40F (42290.990000 sec): 3 clusters
  Score: Raw -23673507.110652 + Penalty 13958.099733 = -23659549.010919
  nChanged 13
		SP:Iteration 41Q (42291.480000 sec): 3 clusters
  Score: Raw -23673513.696214 + Penalty 13958.099733 = -23659555.596482
  nChanged 12
		SP:Iteration 42Q (42291.980000 sec): 3 clusters
  Score: Raw -23673520.109624 + Penalty 13958.099733 = -23659562.009891
  nChanged 13
		SP:Iteration 43Q (42292.470000 sec): 3 clusters
  Score: Raw -23673527.246160 + Penalty 13958.099733 = -23659569.146427
  nChanged 10
		SP:Iteration 44Q (42292.960000 sec): 3 clusters
  Score: Raw -23673533.433495 + Penalty 13958.099733 = -23659575.333762
  nChanged 7
		SP:Iteration 45Q (42293.450000 sec): 3 clusters
  Score: Raw -23673537.052298 + Penalty 13958.099733 = -23659578.952565
  nChanged 5
		SP:Iteration 46Q (42293.940000 sec): 3 clusters
  Score: Raw -23673539.240269 + Penalty 13958.099733 = -23659581.140536
  nChanged 5
		SP:Iteration 47Q (42294.430000 sec): 3 clusters
  Score: Raw -23673542.072450 + Penalty 13958.099733 = -23659583.972717
  nChanged 9
		SP:Iteration 48Q (42294.920000 sec): 3 clusters
  Score: Raw -23673546.505721 + Penalty 13958.099733 = -23659588.405988
  nChanged 5
		SP:Iteration 49Q (42295.400000 sec): 3 clusters
  Score: Raw -23673549.618334 + Penalty 13958.099733 = -23659591.518601
  nChanged 5
		SP:Iteration 50Q (42295.900000 sec): 3 clusters
  Score: Raw -23673551.908724 + Penalty 13958.099733 = -23659593.808991
  nChanged 4
		SP:Iteration 51Q (42296.390000 sec): 3 clusters
  Score: Raw -23673553.532945 + Penalty 13958.099733 = -23659595.433212
  nChanged 1
		SP:Iteration 52Q (42296.880000 sec): 3 clusters
  Score: Raw -23673554.016405 + Penalty 13958.099733 = -23659595.916672
  nChanged 2
		SP:Iteration 53Q (42297.360000 sec): 3 clusters
  Score: Raw -23673555.323373 + Penalty 13958.099733 = -23659597.223640
  nChanged 3
		SP:Iteration 54Q (42297.850000 sec): 3 clusters
  Score: Raw -23673556.212758 + Penalty 13958.099733 = -23659598.113025
  nChanged 3
		SP:Iteration 55Q (42298.340000 sec): 3 clusters
  Score: Raw -23673557.870296 + Penalty 13958.099733 = -23659599.770563
  nChanged 4
		SP:Iteration 56Q (42298.830000 sec): 3 clusters
  Score: Raw -23673559.530262 + Penalty 13958.099733 = -23659601.430529
  nChanged 1
		SP:Iteration 57Q (42299.320000 sec): 3 clusters
  Score: Raw -23673560.315109 + Penalty 13958.099733 = -23659602.215377
  nChanged 2
		SP:Iteration 58Q (42299.800000 sec): 3 clusters
  Score: Raw -23673561.210709 + Penalty 13958.099733 = -23659603.110977
  nChanged 0
		SP:Iteration 59F (42300.480000 sec): 3 clusters
  Score: Raw -23673561.210709 + Penalty 13958.099733 = -23659603.110977
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (9667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42300.590000 sec): 2 clusters
  Score: Raw -2461484.697088 + Penalty 5620.589898 = -2455864.107190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42300.670000 sec): 3 clusters
  Score: Raw -2457152.262185 + Penalty 11241.179796 = -2445911.082389
  nChanged 3561
		SP:Iteration 1F (42300.740000 sec): 3 clusters
  Score: Raw -2459322.509939 + Penalty 11241.179796 = -2448081.330144
  nChanged 760
		SP:Iteration 2F (42300.810000 sec): 3 clusters
  Score: Raw -2459895.352193 + Penalty 11241.179796 = -2448654.172397
  nChanged 546
		SP:Iteration 3F (42300.880000 sec): 3 clusters
  Score: Raw -2460355.195523 + Penalty 11241.179796 = -2449114.015727
  nChanged 474
		SP:Iteration 4Q (42300.960000 sec): 3 clusters
  Score: Raw -2460780.872620 + Penalty 11241.179796 = -2449539.692825
  nChanged 428
		SP:Iteration 5Q (42301.020000 sec): 3 clusters
  Score: Raw -2461177.647974 + Penalty 11241.179796 = -2449936.468179
  nChanged 439
		SP:Iteration 6Q (42301.100000 sec): 3 clusters
  Score: Raw -2461577.974612 + Penalty 11241.179796 = -2450336.794816
  nChanged 415
		SP:Iteration 7Q (42301.170000 sec): 3 clusters
  Score: Raw -2461944.896356 + Penalty 11241.179796 = -2450703.716561
  nChanged 390
		SP:Iteration 8Q (42301.240000 sec): 3 clusters
  Score: Raw -2462336.890035 + Penalty 11241.179796 = -2451095.710240
  nChanged 401
		SP:Iteration 9Q (42301.310000 sec): 3 clusters
  Score: Raw -2462792.038557 + Penalty 11241.179796 = -2451550.858762
  nChanged 421
		SP:Iteration 10Q (42301.380000 sec): 3 clusters
  Score: Raw -2463286.947113 + Penalty 11241.179796 = -2452045.767318
  nChanged 390
		SP:Iteration 11Q (42301.440000 sec): 3 clusters
  Score: Raw -2463696.023196 + Penalty 11241.179796 = -2452454.843400
  nChanged 334
		SP:Iteration 12Q (42301.510000 sec): 3 clusters
  Score: Raw -2463961.662095 + Penalty 11241.179796 = -2452720.482300
  nChanged 234
		SP:Iteration 13Q (42301.580000 sec): 3 clusters
  Score: Raw -2464112.973055 + Penalty 11241.179796 = -2452871.793259
  nChanged 178
		SP:Iteration 14Q (42301.640000 sec): 3 clusters
  Score: Raw -2464209.971313 + Penalty 11241.179796 = -2452968.791517
  nChanged 108
		SP:Iteration 15Q (42301.710000 sec): 3 clusters
  Score: Raw -2464264.331226 + Penalty 11241.179796 = -2453023.151431
  nChanged 86
		SP:Iteration 16Q (42301.780000 sec): 3 clusters
  Score: Raw -2464303.692138 + Penalty 11241.179796 = -2453062.512342
  nChanged 75
		SP:Iteration 17Q (42301.840000 sec): 3 clusters
  Score: Raw -2464339.021488 + Penalty 11241.179796 = -2453097.841693
  nChanged 80
		SP:Iteration 18Q (42301.910000 sec): 3 clusters
  Score: Raw -2464375.968784 + Penalty 11241.179796 = -2453134.788988
  nChanged 57
		SP:Iteration 19Q (42301.980000 sec): 3 clusters
  Score: Raw -2464397.049693 + Penalty 11241.179796 = -2453155.869898
  nChanged 42
		SP:Iteration 20F (42302.050000 sec): 3 clusters
  Score: Raw -2464417.485764 + Penalty 11241.179796 = -2453176.305968
  nChanged 38
		SP:Iteration 21Q (42302.110000 sec): 3 clusters
  Score: Raw -2464433.117680 + Penalty 11241.179796 = -2453191.937884
  nChanged 30
		SP:Iteration 22Q (42302.180000 sec): 3 clusters
  Score: Raw -2464443.668734 + Penalty 11241.179796 = -2453202.488939
  nChanged 17
		SP:Iteration 23Q (42302.240000 sec): 3 clusters
  Score: Raw -2464449.302137 + Penalty 11241.179796 = -2453208.122341
  nChanged 11
		SP:Iteration 24Q (42302.310000 sec): 3 clusters
  Score: Raw -2464453.153166 + Penalty 11241.179796 = -2453211.973371
  nChanged 10
		SP:Iteration 25Q (42302.380000 sec): 3 clusters
  Score: Raw -2464455.954800 + Penalty 11241.179796 = -2453214.775004
  nChanged 9
		SP:Iteration 26Q (42302.440000 sec): 3 clusters
  Score: Raw -2464458.802415 + Penalty 11241.179796 = -2453217.622620
  nChanged 3
		SP:Iteration 27Q (42302.510000 sec): 3 clusters
  Score: Raw -2464460.046322 + Penalty 11241.179796 = -2453218.866527
  nChanged 3
		SP:Iteration 28Q (42302.580000 sec): 3 clusters
  Score: Raw -2464460.975480 + Penalty 11241.179796 = -2453219.795685
  nChanged 1
		SP:Iteration 29Q (42302.640000 sec): 3 clusters
  Score: Raw -2464461.210774 + Penalty 11241.179796 = -2453220.030979
  nChanged 1
		SP:Iteration 30Q (42302.710000 sec): 3 clusters
  Score: Raw -2464461.911606 + Penalty 11241.179796 = -2453220.731811
  nChanged 2
		SP:Iteration 31Q (42302.770000 sec): 3 clusters
  Score: Raw -2464462.175394 + Penalty 11241.179796 = -2453220.995598
  nChanged 0
		SP:Iteration 32F (42302.840000 sec): 3 clusters
  Score: Raw -2464462.175394 + Penalty 11241.179796 = -2453220.995598
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42302.860000 sec): 2 clusters
  Score: Raw -55874.476343 + Penalty 3501.679467 = -52372.796876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42302.860000 sec): 3 clusters
  Score: Raw -56736.988973 + Penalty 7003.358934 = -49733.630039
  nChanged 29
		SP:Iteration 1F (42302.860000 sec): 3 clusters
  Score: Raw -56970.886342 + Penalty 7003.358934 = -49967.527407
  nChanged 6
		SP:Iteration 2Q (42302.860000 sec): 3 clusters
  Score: Raw -57009.434436 + Penalty 7003.358934 = -50006.075502
  nChanged 4
		SP:Iteration 3Q (42302.870000 sec): 3 clusters
  Score: Raw -57036.550124 + Penalty 7003.358934 = -50033.191189
  nChanged 2
		SP:Iteration 4Q (42302.870000 sec): 3 clusters
  Score: Raw -57042.502764 + Penalty 7003.358934 = -50039.143830
  nChanged 1
		SP:Iteration 5Q (42302.870000 sec): 3 clusters
  Score: Raw -57045.856209 + Penalty 7003.358934 = -50042.497274
  nChanged 1
		SP:Iteration 6Q (42302.880000 sec): 3 clusters
  Score: Raw -57051.547950 + Penalty 7003.358934 = -50048.189016
  nChanged 0
		SP:Iteration 7F (42302.880000 sec): 3 clusters
  Score: Raw -57051.547950 + Penalty 7003.358934 = -50048.189016
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42303.070000 sec): 2 clusters
  Score: Raw -7356027.159001 + Penalty 6264.868676 = -7349762.290325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42303.280000 sec): 3 clusters
  Score: Raw -7340917.497808 + Penalty 12529.737352 = -7328387.760456
  nChanged 11664
		SP:Iteration 1F (42303.500000 sec): 3 clusters
  Score: Raw -7347162.542904 + Penalty 12529.737352 = -7334632.805551
  nChanged 1753
		SP:Iteration 2F (42303.710000 sec): 3 clusters
  Score: Raw -7347994.953043 + Penalty 12529.737352 = -7335465.215690
  nChanged 1426
		SP:Iteration 3F (42303.920000 sec): 3 clusters
  Score: Raw -7348662.637279 + Penalty 12529.737352 = -7336132.899926
  nChanged 1228
		SP:Iteration 4Q (42304.130000 sec): 3 clusters
  Score: Raw -7349206.604126 + Penalty 12529.737352 = -7336676.866774
  nChanged 1081
		SP:Iteration 5Q (42304.340000 sec): 3 clusters
  Score: Raw -7349708.085212 + Penalty 12529.737352 = -7337178.347860
  nChanged 1004
		SP:Iteration 6Q (42304.550000 sec): 3 clusters
  Score: Raw -7350190.240494 + Penalty 12529.737352 = -7337660.503142
  nChanged 1043
		SP:Iteration 7Q (42304.770000 sec): 3 clusters
  Score: Raw -7350691.372319 + Penalty 12529.737352 = -7338161.634967
  nChanged 1016
		SP:Iteration 8Q (42304.980000 sec): 3 clusters
  Score: Raw -7351159.848828 + Penalty 12529.737352 = -7338630.111475
  nChanged 992
		SP:Iteration 9Q (42305.190000 sec): 3 clusters
  Score: Raw -7351639.686538 + Penalty 12529.737352 = -7339109.949186
  nChanged 1008
		SP:Iteration 10Q (42305.400000 sec): 3 clusters
  Score: Raw -7352133.920437 + Penalty 12529.737352 = -7339604.183085
  nChanged 976
		SP:Iteration 11Q (42305.610000 sec): 3 clusters
  Score: Raw -7352605.326970 + Penalty 12529.737352 = -7340075.589617
  nChanged 955
		SP:Iteration 12Q (42305.820000 sec): 3 clusters
  Score: Raw -7353052.104006 + Penalty 12529.737352 = -7340522.366654
  nChanged 876
		SP:Iteration 13Q (42306.030000 sec): 3 clusters
  Score: Raw -7353421.808868 + Penalty 12529.737352 = -7340892.071516
  nChanged 786
		SP:Iteration 14Q (42306.240000 sec): 3 clusters
  Score: Raw -7353742.809943 + Penalty 12529.737352 = -7341213.072590
  nChanged 719
		SP:Iteration 15Q (42306.450000 sec): 3 clusters
  Score: Raw -7354020.613985 + Penalty 12529.737352 = -7341490.876632
  nChanged 703
		SP:Iteration 16Q (42306.660000 sec): 3 clusters
  Score: Raw -7354298.501446 + Penalty 12529.737352 = -7341768.764094
  nChanged 673
		SP:Iteration 17Q (42306.870000 sec): 3 clusters
  Score: Raw -7354584.951456 + Penalty 12529.737352 = -7342055.214103
  nChanged 638
		SP:Iteration 18Q (42307.070000 sec): 3 clusters
  Score: Raw -7354871.593828 + Penalty 12529.737352 = -7342341.856475
  nChanged 603
		SP:Iteration 19Q (42307.280000 sec): 3 clusters
  Score: Raw -7355146.895135 + Penalty 12529.737352 = -7342617.157782
  nChanged 565
		SP:Iteration 20F (42307.490000 sec): 3 clusters
  Score: Raw -7355402.881473 + Penalty 12529.737352 = -7342873.144121
  nChanged 539
		SP:Iteration 21Q (42307.700000 sec): 3 clusters
  Score: Raw -7355669.386637 + Penalty 12529.737352 = -7343139.649285
  nChanged 479
		SP:Iteration 22Q (42307.910000 sec): 3 clusters
  Score: Raw -7355892.464998 + Penalty 12529.737352 = -7343362.727646
  nChanged 407
		SP:Iteration 23Q (42308.120000 sec): 3 clusters
  Score: Raw -7356059.645038 + Penalty 12529.737352 = -7343529.907686
  nChanged 356
		SP:Iteration 24Q (42308.330000 sec): 3 clusters
  Score: Raw -7356202.226812 + Penalty 12529.737352 = -7343672.489460
  nChanged 320
		SP:Iteration 25Q (42308.540000 sec): 3 clusters
  Score: Raw -7356328.308535 + Penalty 12529.737352 = -7343798.571183
  nChanged 320
		SP:Iteration 26Q (42308.750000 sec): 3 clusters
  Score: Raw -7356450.117191 + Penalty 12529.737352 = -7343920.379839
  nChanged 270
		SP:Iteration 27Q (42308.950000 sec): 3 clusters
  Score: Raw -7356548.724876 + Penalty 12529.737352 = -7344018.987524
  nChanged 247
		SP:Iteration 28Q (42309.160000 sec): 3 clusters
  Score: Raw -7356637.684489 + Penalty 12529.737352 = -7344107.947136
  nChanged 233
		SP:Iteration 29Q (42309.370000 sec): 3 clusters
  Score: Raw -7356719.035914 + Penalty 12529.737352 = -7344189.298562
  nChanged 188
		SP:Iteration 30Q (42309.570000 sec): 3 clusters
  Score: Raw -7356779.785295 + Penalty 12529.737352 = -7344250.047942
  nChanged 166
		SP:Iteration 31Q (42309.780000 sec): 3 clusters
  Score: Raw -7356832.782602 + Penalty 12529.737352 = -7344303.045250
  nChanged 151
		SP:Iteration 32Q (42309.980000 sec): 3 clusters
  Score: Raw -7356885.458587 + Penalty 12529.737352 = -7344355.721234
  nChanged 137
		SP:Iteration 33Q (42310.190000 sec): 3 clusters
  Score: Raw -7356928.656335 + Penalty 12529.737352 = -7344398.918983
  nChanged 125
		SP:Iteration 34Q (42310.390000 sec): 3 clusters
  Score: Raw -7356968.667666 + Penalty 12529.737352 = -7344438.930313
  nChanged 108
		SP:Iteration 35Q (42310.590000 sec): 3 clusters
  Score: Raw -7357004.368344 + Penalty 12529.737352 = -7344474.630991
  nChanged 106
		SP:Iteration 36Q (42310.790000 sec): 3 clusters
  Score: Raw -7357038.452607 + Penalty 12529.737352 = -7344508.715254
  nChanged 95
		SP:Iteration 37Q (42311.000000 sec): 3 clusters
  Score: Raw -7357070.581592 + Penalty 12529.737352 = -7344540.844239
  nChanged 90
		SP:Iteration 38Q (42311.200000 sec): 3 clusters
  Score: Raw -7357103.430634 + Penalty 12529.737352 = -7344573.693282
  nChanged 82
		SP:Iteration 39Q (42311.400000 sec): 3 clusters
  Score: Raw -7357134.876409 + Penalty 12529.737352 = -7344605.139056
  nChanged 87
		SP:Iteration 40F (42311.610000 sec): 3 clusters
  Score: Raw -7357165.229679 + Penalty 12529.737352 = -7344635.492326
  nChanged 73
		SP:Iteration 41Q (42311.820000 sec): 3 clusters
  Score: Raw -7357189.013244 + Penalty 12529.737352 = -7344659.275892
  nChanged 71
		SP:Iteration 42Q (42312.020000 sec): 3 clusters
  Score: Raw -7357209.270470 + Penalty 12529.737352 = -7344679.533117
  nChanged 45
		SP:Iteration 43Q (42312.220000 sec): 3 clusters
  Score: Raw -7357223.831588 + Penalty 12529.737352 = -7344694.094236
  nChanged 55
		SP:Iteration 44Q (42312.410000 sec): 3 clusters
  Score: Raw -7357242.394159 + Penalty 12529.737352 = -7344712.656807
  nChanged 51
		SP:Iteration 45Q (42312.610000 sec): 3 clusters
  Score: Raw -7357258.824599 + Penalty 12529.737352 = -7344729.087247
  nChanged 56
		SP:Iteration 46Q (42312.810000 sec): 3 clusters
  Score: Raw -7357279.329023 + Penalty 12529.737352 = -7344749.591671
  nChanged 48
		SP:Iteration 47Q (42313.010000 sec): 3 clusters
  Score: Raw -7357294.187002 + Penalty 12529.737352 = -7344764.449650
  nChanged 40
		SP:Iteration 48Q (42313.210000 sec): 3 clusters
  Score: Raw -7357307.297177 + Penalty 12529.737352 = -7344777.559825
  nChanged 53
		SP:Iteration 49Q (42313.410000 sec): 3 clusters
  Score: Raw -7357323.768696 + Penalty 12529.737352 = -7344794.031344
  nChanged 40
		SP:Iteration 50Q (42313.610000 sec): 3 clusters
  Score: Raw -7357336.351967 + Penalty 12529.737352 = -7344806.614615
  nChanged 37
		SP:Iteration 51Q (42313.810000 sec): 3 clusters
  Score: Raw -7357350.100871 + Penalty 12529.737352 = -7344820.363519
  nChanged 35
		SP:Iteration 52Q (42314.010000 sec): 3 clusters
  Score: Raw -7357360.658619 + Penalty 12529.737352 = -7344830.921266
  nChanged 23
		SP:Iteration 53Q (42314.200000 sec): 3 clusters
  Score: Raw -7357367.022142 + Penalty 12529.737352 = -7344837.284789
  nChanged 15
		SP:Iteration 54Q (42314.400000 sec): 3 clusters
  Score: Raw -7357372.068757 + Penalty 12529.737352 = -7344842.331404
  nChanged 9
		SP:Iteration 55Q (42314.600000 sec): 3 clusters
  Score: Raw -7357374.786779 + Penalty 12529.737352 = -7344845.049426
  nChanged 16
		SP:Iteration 56Q (42314.790000 sec): 3 clusters
  Score: Raw -7357379.288802 + Penalty 12529.737352 = -7344849.551450
  nChanged 12
		SP:Iteration 57Q (42314.990000 sec): 3 clusters
  Score: Raw -7357383.575097 + Penalty 12529.737352 = -7344853.837744
  nChanged 15
		SP:Iteration 58Q (42315.190000 sec): 3 clusters
  Score: Raw -7357388.164161 + Penalty 12529.737352 = -7344858.426808
  nChanged 11
		SP:Iteration 59Q (42315.390000 sec): 3 clusters
  Score: Raw -7357392.123001 + Penalty 12529.737352 = -7344862.385648
  nChanged 17
		SP:Iteration 60F (42315.600000 sec): 3 clusters
  Score: Raw -7357398.022860 + Penalty 12529.737352 = -7344868.285507
  nChanged 16
		SP:Iteration 61Q (42315.790000 sec): 3 clusters
  Score: Raw -7357402.996565 + Penalty 12529.737352 = -7344873.259212
  nChanged 14
		SP:Iteration 62Q (42315.990000 sec): 3 clusters
  Score: Raw -7357407.883062 + Penalty 12529.737352 = -7344878.145710
  nChanged 13
		SP:Iteration 63Q (42316.190000 sec): 3 clusters
  Score: Raw -7357413.092907 + Penalty 12529.737352 = -7344883.355554
  nChanged 21
		SP:Iteration 64Q (42316.390000 sec): 3 clusters
  Score: Raw -7357419.767755 + Penalty 12529.737352 = -7344890.030403
  nChanged 17
		SP:Iteration 65Q (42316.580000 sec): 3 clusters
  Score: Raw -7357425.070132 + Penalty 12529.737352 = -7344895.332780
  nChanged 15
		SP:Iteration 66Q (42316.780000 sec): 3 clusters
  Score: Raw -7357429.961870 + Penalty 12529.737352 = -7344900.224518
  nChanged 18
		SP:Iteration 67Q (42316.970000 sec): 3 clusters
  Score: Raw -7357436.943952 + Penalty 12529.737352 = -7344907.206600
  nChanged 16
		SP:Iteration 68Q (42317.170000 sec): 3 clusters
  Score: Raw -7357442.951878 + Penalty 12529.737352 = -7344913.214525
  nChanged 20
		SP:Iteration 69Q (42317.370000 sec): 3 clusters
  Score: Raw -7357450.062938 + Penalty 12529.737352 = -7344920.325586
  nChanged 23
		SP:Iteration 70Q (42317.560000 sec): 3 clusters
  Score: Raw -7357457.676101 + Penalty 12529.737352 = -7344927.938748
  nChanged 13
		SP:Iteration 71Q (42317.760000 sec): 3 clusters
  Score: Raw -7357461.700500 + Penalty 12529.737352 = -7344931.963147
  nChanged 12
		SP:Iteration 72Q (42317.950000 sec): 3 clusters
  Score: Raw -7357465.972864 + Penalty 12529.737352 = -7344936.235511
  nChanged 7
		SP:Iteration 73Q (42318.150000 sec): 3 clusters
  Score: Raw -7357468.612611 + Penalty 12529.737352 = -7344938.875259
  nChanged 4
		SP:Iteration 74Q (42318.350000 sec): 3 clusters
  Score: Raw -7357470.196020 + Penalty 12529.737352 = -7344940.458668
  nChanged 4
		SP:Iteration 75Q (42318.540000 sec): 3 clusters
  Score: Raw -7357471.399442 + Penalty 12529.737352 = -7344941.662090
  nChanged 5
		SP:Iteration 76Q (42318.730000 sec): 3 clusters
  Score: Raw -7357472.623638 + Penalty 12529.737352 = -7344942.886285
  nChanged 5
		SP:Iteration 77Q (42318.930000 sec): 3 clusters
  Score: Raw -7357473.719578 + Penalty 12529.737352 = -7344943.982226
  nChanged 4
		SP:Iteration 78Q (42319.130000 sec): 3 clusters
  Score: Raw -7357474.588548 + Penalty 12529.737352 = -7344944.851195
  nChanged 3
		SP:Iteration 79Q (42319.320000 sec): 3 clusters
  Score: Raw -7357475.374308 + Penalty 12529.737352 = -7344945.636955
  nChanged 3
		SP:Iteration 80F (42319.530000 sec): 3 clusters
  Score: Raw -7357476.276177 + Penalty 12529.737352 = -7344946.538824
  nChanged 5
		SP:Iteration 81Q (42319.730000 sec): 3 clusters
  Score: Raw -7357478.129926 + Penalty 12529.737352 = -7344948.392574
  nChanged 6
		SP:Iteration 82Q (42319.920000 sec): 3 clusters
  Score: Raw -7357480.434863 + Penalty 12529.737352 = -7344950.697511
  nChanged 6
		SP:Iteration 83Q (42320.120000 sec): 3 clusters
  Score: Raw -7357481.852546 + Penalty 12529.737352 = -7344952.115194
  nChanged 1
		SP:Iteration 84Q (42320.310000 sec): 3 clusters
  Score: Raw -7357482.179688 + Penalty 12529.737352 = -7344952.442336
  nChanged 2
		SP:Iteration 85Q (42320.510000 sec): 3 clusters
  Score: Raw -7357482.734946 + Penalty 12529.737352 = -7344952.997593
  nChanged 1
		SP:Iteration 86Q (42320.710000 sec): 3 clusters
  Score: Raw -7357483.156189 + Penalty 12529.737352 = -7344953.418837
  nChanged 1
		SP:Iteration 87Q (42320.900000 sec): 3 clusters
  Score: Raw -7357483.557828 + Penalty 12529.737352 = -7344953.820475
  nChanged 0
		SP:Iteration 88F (42321.110000 sec): 3 clusters
  Score: Raw -7357483.557828 + Penalty 12529.737352 = -7344953.820475
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42321.130000 sec): 2 clusters
  Score: Raw -137909.196228 + Penalty 3912.993861 = -133996.202367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42321.140000 sec): 3 clusters
  Score: Raw -138406.443079 + Penalty 7825.987722 = -130580.455357
  nChanged 78
		SP:Iteration 1F (42321.150000 sec): 3 clusters
  Score: Raw -138823.985783 + Penalty 7825.987722 = -130997.998061
  nChanged 38
		SP:Iteration 2F (42321.150000 sec): 3 clusters
  Score: Raw -139107.961678 + Penalty 7825.987722 = -131281.973956
  nChanged 28
		SP:Iteration 3Q (42321.150000 sec): 3 clusters
  Score: Raw -139452.372468 + Penalty 7825.987722 = -131626.384746
  nChanged 30
		SP:Iteration 4F (42321.160000 sec): 3 clusters
  Score: Raw -139812.325053 + Penalty 7825.987722 = -131986.337331
  nChanged 41
		SP:Iteration 5F (42321.160000 sec): 3 clusters
  Score: Raw -140176.132865 + Penalty 7825.987722 = -132350.145143
  nChanged 25
		SP:Iteration 6Q (42321.170000 sec): 3 clusters
  Score: Raw -140406.768399 + Penalty 7825.987722 = -132580.780677
  nChanged 15
		SP:Iteration 7Q (42321.170000 sec): 3 clusters
  Score: Raw -140561.765990 + Penalty 7825.987722 = -132735.778269
  nChanged 6
		SP:Iteration 8Q (42321.170000 sec): 3 clusters
  Score: Raw -140599.831942 + Penalty 7825.987722 = -132773.844220
  nChanged 1
		SP:Iteration 9Q (42321.180000 sec): 3 clusters
  Score: Raw -140604.711926 + Penalty 7825.987722 = -132778.724204
  nChanged 1
		SP:Iteration 10Q (42321.180000 sec): 3 clusters
  Score: Raw -140617.902377 + Penalty 7825.987722 = -132791.914655
  nChanged 1
		SP:Iteration 11Q (42321.190000 sec): 3 clusters
  Score: Raw -140625.437708 + Penalty 7825.987722 = -132799.449986
  nChanged 0
		SP:Iteration 12F (42321.190000 sec): 3 clusters
  Score: Raw -140628.117898 + Penalty 7825.987722 = -132802.130176
  nChanged 3
		SP:Iteration 13Q (42321.190000 sec): 3 clusters
  Score: Raw -140679.142578 + Penalty 7825.987722 = -132853.154856
  nChanged 1
		SP:Iteration 14Q (42321.200000 sec): 3 clusters
  Score: Raw -140682.913360 + Penalty 7825.987722 = -132856.925638
  nChanged 1
		SP:Iteration 15Q (42321.200000 sec): 3 clusters
  Score: Raw -140687.918911 + Penalty 7825.987722 = -132861.931189
  nChanged 2
		SP:Iteration 16Q (42321.210000 sec): 3 clusters
  Score: Raw -140719.478118 + Penalty 7825.987722 = -132893.490396
  nChanged 4
		SP:Iteration 17Q (42321.210000 sec): 3 clusters
  Score: Raw -140768.792038 + Penalty 7825.987722 = -132942.804316
  nChanged 6
		SP:Iteration 18Q (42321.210000 sec): 3 clusters
  Score: Raw -140806.159408 + Penalty 7825.987722 = -132980.171686
  nChanged 2
		SP:Iteration 19Q (42321.220000 sec): 3 clusters
  Score: Raw -140840.292139 + Penalty 7825.987722 = -133014.304418
  nChanged 2
		SP:Iteration 20F (42321.220000 sec): 3 clusters
  Score: Raw -140855.141004 + Penalty 7825.987722 = -133029.153282
  nChanged 2
		SP:Iteration 21Q (42321.230000 sec): 3 clusters
  Score: Raw -140877.256428 + Penalty 7825.987722 = -133051.268706
  nChanged 7
		SP:Iteration 22Q (42321.230000 sec): 3 clusters
  Score: Raw -140975.315760 + Penalty 7825.987722 = -133149.328038
  nChanged 11
		SP:Iteration 23Q (42321.230000 sec): 3 clusters
  Score: Raw -141285.044003 + Penalty 7825.987722 = -133459.056281
  nChanged 10
		SP:Iteration 24Q (42321.230000 sec): 3 clusters
  Score: Raw -141767.231504 + Penalty 7825.987722 = -133941.243782
  nChanged 10
		SP:Iteration 25Q (42321.240000 sec): 3 clusters
  Score: Raw -141877.836400 + Penalty 7825.987722 = -134051.848679
  nChanged 5
		SP:Iteration 26Q (42321.240000 sec): 3 clusters
  Score: Raw -141955.753343 + Penalty 7825.987722 = -134129.765621
  nChanged 4
		SP:Iteration 27Q (42321.250000 sec): 3 clusters
  Score: Raw -142044.600468 + Penalty 7825.987722 = -134218.612747
  nChanged 3
		SP:Iteration 28Q (42321.250000 sec): 3 clusters
  Score: Raw -142142.948477 + Penalty 7825.987722 = -134316.960755
  nChanged 1
		SP:Iteration 29Q (42321.250000 sec): 3 clusters
  Score: Raw -142149.463079 + Penalty 7825.987722 = -134323.475357
  nChanged 0
		SP:Iteration 30F (42321.260000 sec): 3 clusters
  Score: Raw -142149.463079 + Penalty 7825.987722 = -134323.475357
  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 23.77 GB.

 Trying to split cluster 52 (13526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42321.360000 sec): 2 clusters
  Score: Raw -3554639.820239 + Penalty 5826.326036 = -3548813.494203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42321.460000 sec): 3 clusters
  Score: Raw -3547965.201462 + Penalty 11652.652072 = -3536312.549390
  nChanged 5260
		SP:Iteration 1F (42321.570000 sec): 3 clusters
  Score: Raw -3550843.190291 + Penalty 11652.652072 = -3539190.538220
  nChanged 983
		SP:Iteration 2F (42321.670000 sec): 3 clusters
  Score: Raw -3551404.349199 + Penalty 11652.652072 = -3539751.697127
  nChanged 695
		SP:Iteration 3F (42321.770000 sec): 3 clusters
  Score: Raw -3551787.894608 + Penalty 11652.652072 = -3540135.242536
  nChanged 585
		SP:Iteration 4Q (42321.870000 sec): 3 clusters
  Score: Raw -3552118.087180 + Penalty 11652.652072 = -3540465.435108
  nChanged 504
		SP:Iteration 5Q (42321.970000 sec): 3 clusters
  Score: Raw -3552407.833707 + Penalty 11652.652072 = -3540755.181635
  nChanged 474
		SP:Iteration 6Q (42322.080000 sec): 3 clusters
  Score: Raw -3552677.724021 + Penalty 11652.652072 = -3541025.071950
  nChanged 460
		SP:Iteration 7Q (42322.180000 sec): 3 clusters
  Score: Raw -3552971.149936 + Penalty 11652.652072 = -3541318.497865
  nChanged 470
		SP:Iteration 8Q (42322.280000 sec): 3 clusters
  Score: Raw -3553252.360212 + Penalty 11652.652072 = -3541599.708140
  nChanged 431
		SP:Iteration 9Q (42322.380000 sec): 3 clusters
  Score: Raw -3553515.879666 + Penalty 11652.652072 = -3541863.227594
  nChanged 412
		SP:Iteration 10Q (42322.490000 sec): 3 clusters
  Score: Raw -3553773.845438 + Penalty 11652.652072 = -3542121.193367
  nChanged 399
		SP:Iteration 11Q (42322.590000 sec): 3 clusters
  Score: Raw -3554054.745083 + Penalty 11652.652072 = -3542402.093011
  nChanged 410
		SP:Iteration 12Q (42322.690000 sec): 3 clusters
  Score: Raw -3554324.247651 + Penalty 11652.652072 = -3542671.595579
  nChanged 370
		SP:Iteration 13Q (42322.790000 sec): 3 clusters
  Score: Raw -3554578.586530 + Penalty 11652.652072 = -3542925.934458
  nChanged 330
		SP:Iteration 14Q (42322.890000 sec): 3 clusters
  Score: Raw -3554835.327350 + Penalty 11652.652072 = -3543182.675278
  nChanged 391
		SP:Iteration 15Q (42322.990000 sec): 3 clusters
  Score: Raw -3555147.801731 + Penalty 11652.652072 = -3543495.149660
  nChanged 429
		SP:Iteration 16Q (42323.090000 sec): 3 clusters
  Score: Raw -3555549.529533 + Penalty 11652.652072 = -3543896.877461
  nChanged 480
		SP:Iteration 17Q (42323.180000 sec): 3 clusters
  Score: Raw -3556068.184945 + Penalty 11652.652072 = -3544415.532873
  nChanged 536
		SP:Iteration 18Q (42323.280000 sec): 3 clusters
  Score: Raw -3556830.420180 + Penalty 11652.652072 = -3545177.768108
  nChanged 609
		SP:Iteration 19Q (42323.370000 sec): 3 clusters
  Score: Raw -3557769.633833 + Penalty 11652.652072 = -3546116.981761
  nChanged 548
		SP:Iteration 20F (42323.470000 sec): 3 clusters
  Score: Raw -3558512.131976 + Penalty 11652.652072 = -3546859.479904
  nChanged 365
		SP:Iteration 21Q (42323.560000 sec): 3 clusters
  Score: Raw -3558859.276161 + Penalty 11652.652072 = -3547206.624089
  nChanged 234
		SP:Iteration 22Q (42323.650000 sec): 3 clusters
  Score: Raw -3559069.072082 + Penalty 11652.652072 = -3547416.420010
  nChanged 189
		SP:Iteration 23Q (42323.730000 sec): 3 clusters
  Score: Raw -3559221.546608 + Penalty 11652.652072 = -3547568.894536
  nChanged 146
		SP:Iteration 24Q (42323.810000 sec): 3 clusters
  Score: Raw -3559332.048232 + Penalty 11652.652072 = -3547679.396160
  nChanged 115
		SP:Iteration 25Q (42323.890000 sec): 3 clusters
  Score: Raw -3559404.633065 + Penalty 11652.652072 = -3547751.980993
  nChanged 74
		SP:Iteration 26Q (42323.970000 sec): 3 clusters
  Score: Raw -3559448.938594 + Penalty 11652.652072 = -3547796.286522
  nChanged 64
		SP:Iteration 27Q (42324.050000 sec): 3 clusters
  Score: Raw -3559486.573348 + Penalty 11652.652072 = -3547833.921277
  nChanged 64
		SP:Iteration 28Q (42324.130000 sec): 3 clusters
  Score: Raw -3559523.021558 + Penalty 11652.652072 = -3547870.369486
  nChanged 57
		SP:Iteration 29Q (42324.210000 sec): 3 clusters
  Score: Raw -3559555.765988 + Penalty 11652.652072 = -3547903.113916
  nChanged 52
		SP:Iteration 30Q (42324.290000 sec): 3 clusters
  Score: Raw -3559584.449504 + Penalty 11652.652072 = -3547931.797432
  nChanged 40
		SP:Iteration 31Q (42324.370000 sec): 3 clusters
  Score: Raw -3559607.887366 + Penalty 11652.652072 = -3547955.235294
  nChanged 60
		SP:Iteration 32Q (42324.450000 sec): 3 clusters
  Score: Raw -3559647.065129 + Penalty 11652.652072 = -3547994.413057
  nChanged 55
		SP:Iteration 33Q (42324.530000 sec): 3 clusters
  Score: Raw -3559679.096043 + Penalty 11652.652072 = -3548026.443971
  nChanged 54
		SP:Iteration 34Q (42324.610000 sec): 3 clusters
  Score: Raw -3559712.737241 + Penalty 11652.652072 = -3548060.085169
  nChanged 64
		SP:Iteration 35Q (42324.690000 sec): 3 clusters
  Score: Raw -3559762.179531 + Penalty 11652.652072 = -3548109.527459
  nChanged 60
		SP:Iteration 36Q (42324.770000 sec): 3 clusters
  Score: Raw -3559811.280831 + Penalty 11652.652072 = -3548158.628759
  nChanged 75
		SP:Iteration 37Q (42324.840000 sec): 3 clusters
  Score: Raw -3559873.101225 + Penalty 11652.652072 = -3548220.449154
  nChanged 71
		SP:Iteration 38Q (42324.920000 sec): 3 clusters
  Score: Raw -3559933.902836 + Penalty 11652.652072 = -3548281.250765
  nChanged 68
		SP:Iteration 39Q (42325.000000 sec): 3 clusters
  Score: Raw -3559993.026867 + Penalty 11652.652072 = -3548340.374796
  nChanged 72
		SP:Iteration 40F (42325.100000 sec): 3 clusters
  Score: Raw -3560064.866284 + Penalty 11652.652072 = -3548412.214212
  nChanged 75
		SP:Iteration 41Q (42325.170000 sec): 3 clusters
  Score: Raw -3560132.754063 + Penalty 11652.652072 = -3548480.101991
  nChanged 61
		SP:Iteration 42Q (42325.250000 sec): 3 clusters
  Score: Raw -3560179.761840 + Penalty 11652.652072 = -3548527.109768
  nChanged 55
		SP:Iteration 43Q (42325.330000 sec): 3 clusters
  Score: Raw -3560220.270625 + Penalty 11652.652072 = -3548567.618554
  nChanged 47
		SP:Iteration 44Q (42325.400000 sec): 3 clusters
  Score: Raw -3560253.289431 + Penalty 11652.652072 = -3548600.637359
  nChanged 40
		SP:Iteration 45Q (42325.480000 sec): 3 clusters
  Score: Raw -3560276.376219 + Penalty 11652.652072 = -3548623.724147
  nChanged 25
		SP:Iteration 46Q (42325.550000 sec): 3 clusters
  Score: Raw -3560288.958049 + Penalty 11652.652072 = -3548636.305978
  nChanged 14
		SP:Iteration 47Q (42325.630000 sec): 3 clusters
  Score: Raw -3560293.967455 + Penalty 11652.652072 = -3548641.315383
  nChanged 16
		SP:Iteration 48Q (42325.700000 sec): 3 clusters
  Score: Raw -3560300.035030 + Penalty 11652.652072 = -3548647.382959
  nChanged 10
		SP:Iteration 49Q (42325.780000 sec): 3 clusters
  Score: Raw -3560304.104737 + Penalty 11652.652072 = -3548651.452666
  nChanged 10
		SP:Iteration 50Q (42325.850000 sec): 3 clusters
  Score: Raw -3560307.651337 + Penalty 11652.652072 = -3548654.999265
  nChanged 4
		SP:Iteration 51Q (42325.930000 sec): 3 clusters
  Score: Raw -3560309.290934 + Penalty 11652.652072 = -3548656.638863
  nChanged 2
		SP:Iteration 52Q (42326.000000 sec): 3 clusters
  Score: Raw -3560309.641228 + Penalty 11652.652072 = -3548656.989156
  nChanged 1
		SP:Iteration 53Q (42326.070000 sec): 3 clusters
  Score: Raw -3560309.899767 + Penalty 11652.652072 = -3548657.247696
  nChanged 1
		SP:Iteration 54Q (42326.150000 sec): 3 clusters
  Score: Raw -3560310.099802 + Penalty 11652.652072 = -3548657.447730
  nChanged 1
		SP:Iteration 55Q (42326.220000 sec): 3 clusters
  Score: Raw -3560310.448549 + Penalty 11652.652072 = -3548657.796477
  nChanged 3
		SP:Iteration 56Q (42326.300000 sec): 3 clusters
  Score: Raw -3560311.277532 + Penalty 11652.652072 = -3548658.625460
  nChanged 4
		SP:Iteration 57Q (42326.370000 sec): 3 clusters
  Score: Raw -3560312.490020 + Penalty 11652.652072 = -3548659.837948
  nChanged 2
		SP:Iteration 58Q (42326.440000 sec): 3 clusters
  Score: Raw -3560313.077812 + Penalty 11652.652072 = -3548660.425740
  nChanged 1
		SP:Iteration 59Q (42326.520000 sec): 3 clusters
  Score: Raw -3560313.513026 + Penalty 11652.652072 = -3548660.860955
  nChanged 0
		SP:Iteration 60F (42326.620000 sec): 3 clusters
  Score: Raw -3560313.513026 + Penalty 11652.652072 = -3548660.860955
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42326.640000 sec): 2 clusters
  Score: Raw -372199.756021 + Penalty 4449.218463 = -367750.537558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42326.650000 sec): 3 clusters
  Score: Raw -372167.831275 + Penalty 8898.436925 = -363269.394350
  nChanged 279
		SP:Iteration 1F (42326.660000 sec): 3 clusters
  Score: Raw -372765.204713 + Penalty 8898.436925 = -363866.767788
  nChanged 131
		SP:Iteration 2F (42326.670000 sec): 3 clusters
  Score: Raw -373163.844455 + Penalty 8898.436925 = -364265.407530
  nChanged 93
		SP:Iteration 3F (42326.680000 sec): 3 clusters
  Score: Raw -373475.819547 + Penalty 8898.436925 = -364577.382622
  nChanged 57
		SP:Iteration 4Q (42326.690000 sec): 3 clusters
  Score: Raw -373697.913729 + Penalty 8898.436925 = -364799.476804
  nChanged 46
		SP:Iteration 5Q (42326.700000 sec): 3 clusters
  Score: Raw -373900.279580 + Penalty 8898.436925 = -365001.842655
  nChanged 42
		SP:Iteration 6Q (42326.710000 sec): 3 clusters
  Score: Raw -374104.584800 + Penalty 8898.436925 = -365206.147875
  nChanged 31
		SP:Iteration 7Q (42326.720000 sec): 3 clusters
  Score: Raw -374328.516327 + Penalty 8898.436925 = -365430.079402
  nChanged 44
		SP:Iteration 8Q (42326.730000 sec): 3 clusters
  Score: Raw -374586.515922 + Penalty 8898.436925 = -365688.078997
  nChanged 37
		SP:Iteration 9Q (42326.740000 sec): 3 clusters
  Score: Raw -374759.275619 + Penalty 8898.436925 = -365860.838694
  nChanged 34
		SP:Iteration 10Q (42326.750000 sec): 3 clusters
  Score: Raw -374927.722059 + Penalty 8898.436925 = -366029.285134
  nChanged 30
		SP:Iteration 11Q (42326.750000 sec): 3 clusters
  Score: Raw -375061.506568 + Penalty 8898.436925 = -366163.069642
  nChanged 23
		SP:Iteration 12Q (42326.760000 sec): 3 clusters
  Score: Raw -375163.255547 + Penalty 8898.436925 = -366264.818622
  nChanged 18
		SP:Iteration 13Q (42326.770000 sec): 3 clusters
  Score: Raw -375248.632128 + Penalty 8898.436925 = -366350.195203
  nChanged 14
		SP:Iteration 14Q (42326.780000 sec): 3 clusters
  Score: Raw -375312.810149 + Penalty 8898.436925 = -366414.373224
  nChanged 13
		SP:Iteration 15Q (42326.790000 sec): 3 clusters
  Score: Raw -375361.217430 + Penalty 8898.436925 = -366462.780505
  nChanged 12
		SP:Iteration 16Q (42326.790000 sec): 3 clusters
  Score: Raw -375409.019266 + Penalty 8898.436925 = -366510.582341
  nChanged 4
		SP:Iteration 17Q (42326.800000 sec): 3 clusters
  Score: Raw -375421.047714 + Penalty 8898.436925 = -366522.610789
  nChanged 2
		SP:Iteration 18Q (42326.810000 sec): 3 clusters
  Score: Raw -375433.336418 + Penalty 8898.436925 = -366534.899493
  nChanged 7
		SP:Iteration 19Q (42326.820000 sec): 3 clusters
  Score: Raw -375466.429337 + Penalty 8898.436925 = -366567.992412
  nChanged 5
		SP:Iteration 20F (42326.830000 sec): 3 clusters
  Score: Raw -375488.337313 + Penalty 8898.436925 = -366589.900388
  nChanged 4
		SP:Iteration 21Q (42326.840000 sec): 3 clusters
  Score: Raw -375503.360178 + Penalty 8898.436925 = -366604.923253
  nChanged 2
		SP:Iteration 22Q (42326.850000 sec): 3 clusters
  Score: Raw -375510.625440 + Penalty 8898.436925 = -366612.188515
  nChanged 1
		SP:Iteration 23Q (42326.850000 sec): 3 clusters
  Score: Raw -375515.162849 + Penalty 8898.436925 = -366616.725924
  nChanged 0
		SP:Iteration 24F (42326.870000 sec): 3 clusters
  Score: Raw -375515.162849 + Penalty 8898.436925 = -366616.725924
  nChanged 0
Iteration 299Q (42361.150000 sec): 55 clusters
  Score: Raw -522496575.698461 + Penalty 479762.270088 = -522016813.428373
  nChanged 124
Iteration 300F (42654.040000 sec): 55 clusters
  Score: Raw -522496755.682893 + Penalty 479762.270088 = -522016993.412806
  nChanged 121
Iteration 301Q (42688.450000 sec): 55 clusters
  Score: Raw -522496929.772970 + Penalty 479762.270088 = -522017167.502883
  nChanged 91
Iteration 302Q (42722.860000 sec): 55 clusters
  Score: Raw -522497014.674149 + Penalty 479762.270088 = -522017252.404061
  nChanged 87
Iteration 303Q (42757.290000 sec): 55 clusters
  Score: Raw -522497074.233399 + Penalty 479762.270088 = -522017311.963311
  nChanged 75
Iteration 304Q (42791.700000 sec): 55 clusters
  Score: Raw -522497106.700928 + Penalty 479762.270088 = -522017344.430841
  nChanged 76
Iteration 305Q (42826.160000 sec): 55 clusters
  Score: Raw -522497119.704273 + Penalty 479762.270088 = -522017357.434185
  nChanged 65
Iteration 306Q (42860.540000 sec): 55 clusters
  Score: Raw -522497127.403660 + Penalty 479762.270088 = -522017365.133572
  nChanged 47
Iteration 307Q (42894.940000 sec): 55 clusters
  Score: Raw -522497129.492175 + Penalty 479762.270088 = -522017367.222088
  nChanged 42
Iteration 308Q (42929.350000 sec): 55 clusters
  Score: Raw -522497131.359970 + Penalty 479762.270088 = -522017369.089883
  nChanged 30
Iteration 309Q (42963.820000 sec): 55 clusters
  Score: Raw -522497133.570093 + Penalty 479762.270088 = -522017371.300005
  nChanged 26
Iteration 310Q (42998.200000 sec): 55 clusters
  Score: Raw -522497135.247173 + Penalty 479762.270088 = -522017372.977085
  nChanged 32
Iteration 311Q (43032.660000 sec): 55 clusters
  Score: Raw -522497137.786955 + Penalty 479762.270088 = -522017375.516868
  nChanged 35
Iteration 312Q (43067.040000 sec): 55 clusters
  Score: Raw -522497139.851690 + Penalty 479762.270088 = -522017377.581602
  nChanged 31
Iteration 313Q (43101.410000 sec): 55 clusters
  Score: Raw -522497142.178217 + Penalty 479762.270088 = -522017379.908129
  nChanged 40
Iteration 314Q (43135.740000 sec): 55 clusters
  Score: Raw -522497144.959425 + Penalty 479762.270088 = -522017382.689338
  nChanged 47
Iteration 315Q (43170.040000 sec): 55 clusters
  Score: Raw -522497147.807603 + Penalty 479762.270088 = -522017385.537515
  nChanged 47
Iteration 316Q (43204.330000 sec): 55 clusters
  Score: Raw -522497151.505586 + Penalty 479762.270088 = -522017389.235499
  nChanged 31
Iteration 317Q (43238.580000 sec): 55 clusters
  Score: Raw -522497153.178614 + Penalty 479762.270088 = -522017390.908526
  nChanged 43
Iteration 318Q (43272.870000 sec): 55 clusters
  Score: Raw -522497156.010115 + Penalty 479762.270088 = -522017393.740028
  nChanged 48
Iteration 319Q (43306.340000 sec): 55 clusters
  Score: Raw -522497158.713669 + Penalty 479762.270088 = -522017396.443582
  nChanged 42
Iteration 320F (43593.030000 sec): 55 clusters
  Score: Raw -522497173.638560 + Penalty 479762.270088 = -522017411.368473
  nChanged 39
Iteration 321Q (43627.530000 sec): 55 clusters
  Score: Raw -522497222.666751 + Penalty 479762.270088 = -522017460.396664
  nChanged 45
Iteration 322Q (43661.980000 sec): 55 clusters
  Score: Raw -522497284.234748 + Penalty 479762.270088 = -522017521.964661
  nChanged 35
Iteration 323Q (43696.370000 sec): 55 clusters
  Score: Raw -522497397.634251 + Penalty 479762.270088 = -522017635.364164
  nChanged 18
Iteration 324Q (43730.740000 sec): 55 clusters
  Score: Raw -522497421.481637 + Penalty 479762.270088 = -522017659.211549
  nChanged 32
Iteration 325Q (43765.160000 sec): 55 clusters
  Score: Raw -522497426.655498 + Penalty 479762.270088 = -522017664.385410
  nChanged 35
Iteration 326Q (43799.610000 sec): 55 clusters
  Score: Raw -522497435.495580 + Penalty 479762.270088 = -522017673.225492
  nChanged 36
Iteration 327Q (43834.070000 sec): 55 clusters
  Score: Raw -522497440.091945 + Penalty 479762.270088 = -522017677.821857
  nChanged 32
Iteration 328Q (43868.510000 sec): 55 clusters
  Score: Raw -522497442.186095 + Penalty 479762.270088 = -522017679.916007
  nChanged 26
Iteration 329Q (43902.900000 sec): 55 clusters
  Score: Raw -522497444.194858 + Penalty 479762.270088 = -522017681.924771
  nChanged 34
Iteration 330Q (43937.300000 sec): 55 clusters
  Score: Raw -522497445.988522 + Penalty 479762.270088 = -522017683.718435
  nChanged 46
Iteration 331Q (43971.670000 sec): 55 clusters
  Score: Raw -522497448.648210 + Penalty 479762.270088 = -522017686.378123
  nChanged 45
Iteration 332Q (44005.960000 sec): 55 clusters
  Score: Raw -522497450.691545 + Penalty 479762.270088 = -522017688.421458
  nChanged 50
Iteration 333Q (44040.250000 sec): 55 clusters
  Score: Raw -522497452.750019 + Penalty 479762.270088 = -522017690.479932
  nChanged 50
Iteration 334Q (44074.350000 sec): 55 clusters
  Score: Raw -522497454.868826 + Penalty 479762.270088 = -522017692.598738
  nChanged 48
Iteration 335Q (44107.490000 sec): 55 clusters
  Score: Raw -522497457.669411 + Penalty 479762.270088 = -522017695.399323
  nChanged 48
Iteration 336Q (44141.020000 sec): 55 clusters
  Score: Raw -522497459.866716 + Penalty 479762.270088 = -522017697.596628
  nChanged 48
Iteration 337Q (44175.200000 sec): 55 clusters
  Score: Raw -522497462.013299 + Penalty 479762.270088 = -522017699.743212
  nChanged 49
Iteration 338Q (44209.550000 sec): 55 clusters
  Score: Raw -522497463.882760 + Penalty 479762.270088 = -522017701.612672
  nChanged 42
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522497463.882760 + Penalty 479762.270088 = -522017701.612672
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (51068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44210.170000 sec): 2 clusters
  Score: Raw -12930243.126752 + Penalty 6640.059431 = -12923603.067321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44210.560000 sec): 3 clusters
  Score: Raw -12900789.653211 + Penalty 13280.118862 = -12887509.534349
  nChanged 22328
		SP:Iteration 1F (44210.950000 sec): 3 clusters
  Score: Raw -12913380.981241 + Penalty 13280.118862 = -12900100.862379
  nChanged 3293
		SP:Iteration 2F (44211.330000 sec): 3 clusters
  Score: Raw -12915183.954863 + Penalty 13280.118862 = -12901903.836001
  nChanged 3089
		SP:Iteration 3F (44211.730000 sec): 3 clusters
  Score: Raw -12916943.278042 + Penalty 13280.118862 = -12903663.159180
  nChanged 2999
		SP:Iteration 4F (44212.110000 sec): 3 clusters
  Score: Raw -12918679.649665 + Penalty 13280.118862 = -12905399.530803
  nChanged 2928
		SP:Iteration 5F (44212.500000 sec): 3 clusters
  Score: Raw -12920470.106545 + Penalty 13280.118862 = -12907189.987683
  nChanged 2855
		SP:Iteration 6F (44212.890000 sec): 3 clusters
  Score: Raw -12922092.209167 + Penalty 13280.118862 = -12908812.090305
  nChanged 2558
		SP:Iteration 7F (44213.280000 sec): 3 clusters
  Score: Raw -12923462.506397 + Penalty 13280.118862 = -12910182.387534
  nChanged 2283
		SP:Iteration 8Q (44213.670000 sec): 3 clusters
  Score: Raw -12924652.776523 + Penalty 13280.118862 = -12911372.657661
  nChanged 2034
		SP:Iteration 9Q (44214.050000 sec): 3 clusters
  Score: Raw -12925724.993945 + Penalty 13280.118862 = -12912444.875082
  nChanged 1932
		SP:Iteration 10Q (44214.440000 sec): 3 clusters
  Score: Raw -12926767.700623 + Penalty 13280.118862 = -12913487.581760
  nChanged 1791
		SP:Iteration 11Q (44214.830000 sec): 3 clusters
  Score: Raw -12927724.977132 + Penalty 13280.118862 = -12914444.858270
  nChanged 1585
		SP:Iteration 12Q (44215.210000 sec): 3 clusters
  Score: Raw -12928518.374788 + Penalty 13280.118862 = -12915238.255926
  nChanged 1381
		SP:Iteration 13Q (44215.580000 sec): 3 clusters
  Score: Raw -12929161.767616 + Penalty 13280.118862 = -12915881.648753
  nChanged 1160
		SP:Iteration 14Q (44215.950000 sec): 3 clusters
  Score: Raw -12929697.428814 + Penalty 13280.118862 = -12916417.309952
  nChanged 1015
		SP:Iteration 15Q (44216.330000 sec): 3 clusters
  Score: Raw -12930129.461048 + Penalty 13280.118862 = -12916849.342186
  nChanged 891
		SP:Iteration 16Q (44216.690000 sec): 3 clusters
  Score: Raw -12930507.747764 + Penalty 13280.118862 = -12917227.628902
  nChanged 823
		SP:Iteration 17Q (44217.050000 sec): 3 clusters
  Score: Raw -12930840.029324 + Penalty 13280.118862 = -12917559.910462
  nChanged 714
		SP:Iteration 18Q (44217.420000 sec): 3 clusters
  Score: Raw -12931116.195800 + Penalty 13280.118862 = -12917836.076938
  nChanged 665
		SP:Iteration 19Q (44217.780000 sec): 3 clusters
  Score: Raw -12931362.848019 + Penalty 13280.118862 = -12918082.729157
  nChanged 601
		SP:Iteration 20F (44218.160000 sec): 3 clusters
  Score: Raw -12931580.074437 + Penalty 13280.118862 = -12918299.955575
  nChanged 571
		SP:Iteration 21Q (44218.520000 sec): 3 clusters
  Score: Raw -12931778.419579 + Penalty 13280.118862 = -12918498.300717
  nChanged 509
		SP:Iteration 22Q (44218.870000 sec): 3 clusters
  Score: Raw -12931943.080686 + Penalty 13280.118862 = -12918662.961824
  nChanged 463
		SP:Iteration 23Q (44219.220000 sec): 3 clusters
  Score: Raw -12932077.668647 + Penalty 13280.118862 = -12918797.549785
  nChanged 394
		SP:Iteration 24Q (44219.560000 sec): 3 clusters
  Score: Raw -12932182.682258 + Penalty 13280.118862 = -12918902.563396
  nChanged 344
		SP:Iteration 25Q (44219.910000 sec): 3 clusters
  Score: Raw -12932266.408095 + Penalty 13280.118862 = -12918986.289233
  nChanged 289
		SP:Iteration 26Q (44220.260000 sec): 3 clusters
  Score: Raw -12932334.310197 + Penalty 13280.118862 = -12919054.191335
  nChanged 271
		SP:Iteration 27Q (44220.600000 sec): 3 clusters
  Score: Raw -12932393.995766 + Penalty 13280.118862 = -12919113.876903
  nChanged 226
		SP:Iteration 28Q (44220.940000 sec): 3 clusters
  Score: Raw -12932441.079732 + Penalty 13280.118862 = -12919160.960870
  nChanged 195
		SP:Iteration 29Q (44221.280000 sec): 3 clusters
  Score: Raw -12932478.830719 + Penalty 13280.118862 = -12919198.711857
  nChanged 184
		SP:Iteration 30Q (44221.620000 sec): 3 clusters
  Score: Raw -12932516.827967 + Penalty 13280.118862 = -12919236.709105
  nChanged 157
		SP:Iteration 31Q (44221.960000 sec): 3 clusters
  Score: Raw -12932547.510427 + Penalty 13280.118862 = -12919267.391565
  nChanged 171
		SP:Iteration 32Q (44222.300000 sec): 3 clusters
  Score: Raw -12932582.696091 + Penalty 13280.118862 = -12919302.577229
  nChanged 161
		SP:Iteration 33Q (44222.640000 sec): 3 clusters
  Score: Raw -12932615.105013 + Penalty 13280.118862 = -12919334.986150
  nChanged 174
		SP:Iteration 34Q (44222.980000 sec): 3 clusters
  Score: Raw -12932650.579160 + Penalty 13280.118862 = -12919370.460297
  nChanged 159
		SP:Iteration 35Q (44223.320000 sec): 3 clusters
  Score: Raw -12932685.134267 + Penalty 13280.118862 = -12919405.015405
  nChanged 171
		SP:Iteration 36Q (44223.660000 sec): 3 clusters
  Score: Raw -12932721.586211 + Penalty 13280.118862 = -12919441.467349
  nChanged 165
		SP:Iteration 37Q (44224.000000 sec): 3 clusters
  Score: Raw -12932752.622269 + Penalty 13280.118862 = -12919472.503407
  nChanged 131
		SP:Iteration 38Q (44224.330000 sec): 3 clusters
  Score: Raw -12932779.346102 + Penalty 13280.118862 = -12919499.227239
  nChanged 136
		SP:Iteration 39Q (44224.670000 sec): 3 clusters
  Score: Raw -12932809.216533 + Penalty 13280.118862 = -12919529.097671
  nChanged 122
		SP:Iteration 40F (44225.060000 sec): 3 clusters
  Score: Raw -12932835.838242 + Penalty 13280.118862 = -12919555.719380
  nChanged 153
		SP:Iteration 41Q (44225.400000 sec): 3 clusters
  Score: Raw -12932869.900536 + Penalty 13280.118862 = -12919589.781674
  nChanged 154
		SP:Iteration 42Q (44225.730000 sec): 3 clusters
  Score: Raw -12932901.997009 + Penalty 13280.118862 = -12919621.878147
  nChanged 142
		SP:Iteration 43Q (44226.070000 sec): 3 clusters
  Score: Raw -12932929.547037 + Penalty 13280.118862 = -12919649.428175
  nChanged 118
		SP:Iteration 44Q (44226.410000 sec): 3 clusters
  Score: Raw -12932952.279117 + Penalty 13280.118862 = -12919672.160255
  nChanged 114
		SP:Iteration 45Q (44226.740000 sec): 3 clusters
  Score: Raw -12932972.120950 + Penalty 13280.118862 = -12919692.002088
  nChanged 93
		SP:Iteration 46Q (44227.070000 sec): 3 clusters
  Score: Raw -12932989.105891 + Penalty 13280.118862 = -12919708.987029
  nChanged 103
		SP:Iteration 47Q (44227.410000 sec): 3 clusters
  Score: Raw -12933008.370194 + Penalty 13280.118862 = -12919728.251331
  nChanged 96
		SP:Iteration 48Q (44227.750000 sec): 3 clusters
  Score: Raw -12933025.895455 + Penalty 13280.118862 = -12919745.776593
  nChanged 100
		SP:Iteration 49Q (44228.080000 sec): 3 clusters
  Score: Raw -12933044.436222 + Penalty 13280.118862 = -12919764.317359
  nChanged 109
		SP:Iteration 50Q (44228.410000 sec): 3 clusters
  Score: Raw -12933063.506651 + Penalty 13280.118862 = -12919783.387789
  nChanged 100
		SP:Iteration 51Q (44228.750000 sec): 3 clusters
  Score: Raw -12933080.588091 + Penalty 13280.118862 = -12919800.469229
  nChanged 94
		SP:Iteration 52Q (44229.080000 sec): 3 clusters
  Score: Raw -12933096.458982 + Penalty 13280.118862 = -12919816.340120
  nChanged 87
		SP:Iteration 53Q (44229.410000 sec): 3 clusters
  Score: Raw -12933109.580581 + Penalty 13280.118862 = -12919829.461718
  nChanged 86
		SP:Iteration 54Q (44229.750000 sec): 3 clusters
  Score: Raw -12933123.311872 + Penalty 13280.118862 = -12919843.193010
  nChanged 78
		SP:Iteration 55Q (44230.080000 sec): 3 clusters
  Score: Raw -12933134.987638 + Penalty 13280.118862 = -12919854.868776
  nChanged 74
		SP:Iteration 56Q (44230.410000 sec): 3 clusters
  Score: Raw -12933145.746420 + Penalty 13280.118862 = -12919865.627557
  nChanged 64
		SP:Iteration 57Q (44230.750000 sec): 3 clusters
  Score: Raw -12933156.450154 + Penalty 13280.118862 = -12919876.331292
  nChanged 68
		SP:Iteration 58Q (44231.080000 sec): 3 clusters
  Score: Raw -12933166.596846 + Penalty 13280.118862 = -12919886.477983
  nChanged 74
		SP:Iteration 59Q (44231.410000 sec): 3 clusters
  Score: Raw -12933177.492386 + Penalty 13280.118862 = -12919897.373524
  nChanged 57
		SP:Iteration 60F (44231.800000 sec): 3 clusters
  Score: Raw -12933185.795954 + Penalty 13280.118862 = -12919905.677091
  nChanged 65
		SP:Iteration 61Q (44232.130000 sec): 3 clusters
  Score: Raw -12933196.184269 + Penalty 13280.118862 = -12919916.065407
  nChanged 80
		SP:Iteration 62Q (44232.470000 sec): 3 clusters
  Score: Raw -12933212.119985 + Penalty 13280.118862 = -12919932.001123
  nChanged 89
		SP:Iteration 63Q (44232.800000 sec): 3 clusters
  Score: Raw -12933229.157630 + Penalty 13280.118862 = -12919949.038768
  nChanged 104
		SP:Iteration 64Q (44233.140000 sec): 3 clusters
  Score: Raw -12933249.590294 + Penalty 13280.118862 = -12919969.471431
  nChanged 98
		SP:Iteration 65Q (44233.470000 sec): 3 clusters
  Score: Raw -12933268.570746 + Penalty 13280.118862 = -12919988.451884
  nChanged 103
		SP:Iteration 66Q (44233.810000 sec): 3 clusters
  Score: Raw -12933290.375432 + Penalty 13280.118862 = -12920010.256569
  nChanged 104
		SP:Iteration 67Q (44234.140000 sec): 3 clusters
  Score: Raw -12933313.293077 + Penalty 13280.118862 = -12920033.174215
  nChanged 101
		SP:Iteration 68Q (44234.470000 sec): 3 clusters
  Score: Raw -12933336.848276 + Penalty 13280.118862 = -12920056.729414
  nChanged 119
		SP:Iteration 69Q (44234.800000 sec): 3 clusters
  Score: Raw -12933372.171431 + Penalty 13280.118862 = -12920092.052569
  nChanged 147
		SP:Iteration 70Q (44235.130000 sec): 3 clusters
  Score: Raw -12933418.025096 + Penalty 13280.118862 = -12920137.906234
  nChanged 181
		SP:Iteration 71Q (44235.470000 sec): 3 clusters
  Score: Raw -12933490.253466 + Penalty 13280.118862 = -12920210.134603
  nChanged 237
		SP:Iteration 72Q (44235.790000 sec): 3 clusters
  Score: Raw -12933614.718190 + Penalty 13280.118862 = -12920334.599328
  nChanged 269
		SP:Iteration 73Q (44236.130000 sec): 3 clusters
  Score: Raw -12933810.951197 + Penalty 13280.118862 = -12920530.832335
  nChanged 318
		SP:Iteration 74Q (44236.450000 sec): 3 clusters
  Score: Raw -12934114.103507 + Penalty 13280.118862 = -12920833.984645
  nChanged 375
		SP:Iteration 75Q (44236.780000 sec): 3 clusters
  Score: Raw -12934494.878038 + Penalty 13280.118862 = -12921214.759176
  nChanged 373
		SP:Iteration 76Q (44237.100000 sec): 3 clusters
  Score: Raw -12934719.439852 + Penalty 13280.118862 = -12921439.320990
  nChanged 301
		SP:Iteration 77Q (44237.410000 sec): 3 clusters
  Score: Raw -12934819.807047 + Penalty 13280.118862 = -12921539.688185
  nChanged 198
		SP:Iteration 78Q (44237.730000 sec): 3 clusters
  Score: Raw -12934866.141341 + Penalty 13280.118862 = -12921586.022479
  nChanged 125
		SP:Iteration 79Q (44238.050000 sec): 3 clusters
  Score: Raw -12934888.794159 + Penalty 13280.118862 = -12921608.675297
  nChanged 86
		SP:Iteration 80F (44238.430000 sec): 3 clusters
  Score: Raw -12934901.535925 + Penalty 13280.118862 = -12921621.417063
  nChanged 47
		SP:Iteration 81Q (44238.750000 sec): 3 clusters
  Score: Raw -12934909.043150 + Penalty 13280.118862 = -12921628.924288
  nChanged 38
		SP:Iteration 82Q (44239.070000 sec): 3 clusters
  Score: Raw -12934913.413819 + Penalty 13280.118862 = -12921633.294957
  nChanged 28
		SP:Iteration 83Q (44239.380000 sec): 3 clusters
  Score: Raw -12934916.679605 + Penalty 13280.118862 = -12921636.560743
  nChanged 23
		SP:Iteration 84Q (44239.700000 sec): 3 clusters
  Score: Raw -12934919.170874 + Penalty 13280.118862 = -12921639.052012
  nChanged 21
		SP:Iteration 85Q (44240.010000 sec): 3 clusters
  Score: Raw -12934921.460923 + Penalty 13280.118862 = -12921641.342061
  nChanged 13
		SP:Iteration 86Q (44240.330000 sec): 3 clusters
  Score: Raw -12934922.585567 + Penalty 13280.118862 = -12921642.466705
  nChanged 4
		SP:Iteration 87Q (44240.650000 sec): 3 clusters
  Score: Raw -12934922.984736 + Penalty 13280.118862 = -12921642.865874
  nChanged 3
		SP:Iteration 88Q (44240.970000 sec): 3 clusters
  Score: Raw -12934923.239841 + Penalty 13280.118862 = -12921643.120979
  nChanged 3
		SP:Iteration 89Q (44241.280000 sec): 3 clusters
  Score: Raw -12934923.523071 + Penalty 13280.118862 = -12921643.404208
  nChanged 3
		SP:Iteration 90Q (44241.600000 sec): 3 clusters
  Score: Raw -12934923.738512 + Penalty 13280.118862 = -12921643.619650
  nChanged 4
		SP:Iteration 91Q (44241.910000 sec): 3 clusters
  Score: Raw -12934924.022127 + Penalty 13280.118862 = -12921643.903265
  nChanged 1
		SP:Iteration 92Q (44242.230000 sec): 3 clusters
  Score: Raw -12934924.091172 + Penalty 13280.118862 = -12921643.972309
  nChanged 2
		SP:Iteration 93Q (44242.550000 sec): 3 clusters
  Score: Raw -12934924.193561 + Penalty 13280.118862 = -12921644.074699
  nChanged 1
		SP:Iteration 94Q (44242.860000 sec): 3 clusters
  Score: Raw -12934924.280957 + Penalty 13280.118862 = -12921644.162094
  nChanged 2
		SP:Iteration 95Q (44243.180000 sec): 3 clusters
  Score: Raw -12934924.439845 + Penalty 13280.118862 = -12921644.320982
  nChanged 3
		SP:Iteration 96Q (44243.490000 sec): 3 clusters
  Score: Raw -12934924.738601 + Penalty 13280.118862 = -12921644.619738
  nChanged 3
		SP:Iteration 97Q (44243.810000 sec): 3 clusters
  Score: Raw -12934924.964002 + Penalty 13280.118862 = -12921644.845139
  nChanged 3
		SP:Iteration 98Q (44244.120000 sec): 3 clusters
  Score: Raw -12934925.143761 + Penalty 13280.118862 = -12921645.024899
  nChanged 1
		SP:Iteration 99Q (44244.440000 sec): 3 clusters
  Score: Raw -12934925.263743 + Penalty 13280.118862 = -12921645.144881
  nChanged 3
		SP:Iteration 100F (44244.830000 sec): 3 clusters
  Score: Raw -12934925.767850 + Penalty 13280.118862 = -12921645.648988
  nChanged 4
		SP:Iteration 101Q (44245.140000 sec): 3 clusters
  Score: Raw -12934926.210564 + Penalty 13280.118862 = -12921646.091702
  nChanged 3
		SP:Iteration 102Q (44245.460000 sec): 3 clusters
  Score: Raw -12934926.494376 + Penalty 13280.118862 = -12921646.375514
  nChanged 4
		SP:Iteration 103Q (44245.770000 sec): 3 clusters
  Score: Raw -12934926.815947 + Penalty 13280.118862 = -12921646.697085
  nChanged 3
		SP:Iteration 104Q (44246.090000 sec): 3 clusters
  Score: Raw -12934927.215667 + Penalty 13280.118862 = -12921647.096804
  nChanged 4
		SP:Iteration 105Q (44246.410000 sec): 3 clusters
  Score: Raw -12934927.501851 + Penalty 13280.118862 = -12921647.382989
  nChanged 1
		SP:Iteration 106Q (44246.720000 sec): 3 clusters
  Score: Raw -12934927.559842 + Penalty 13280.118862 = -12921647.440980
  nChanged 0
		SP:Iteration 107F (44247.110000 sec): 3 clusters
  Score: Raw -12934927.559842 + Penalty 13280.118862 = -12921647.440980
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (42141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44247.390000 sec): 2 clusters
  Score: Raw -11240044.957334 + Penalty 6522.375556 = -11233522.581779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44247.710000 sec): 3 clusters
  Score: Raw -11215920.043670 + Penalty 13044.751111 = -11202875.292558
  nChanged 18402
		SP:Iteration 1F (44248.030000 sec): 3 clusters
  Score: Raw -11225943.438928 + Penalty 13044.751111 = -11212898.687816
  nChanged 2391
		SP:Iteration 2F (44248.350000 sec): 3 clusters
  Score: Raw -11226942.427322 + Penalty 13044.751111 = -11213897.676211
  nChanged 2161
		SP:Iteration 3F (44248.680000 sec): 3 clusters
  Score: Raw -11227851.877551 + Penalty 13044.751111 = -11214807.126440
  nChanged 1914
		SP:Iteration 4Q (44249.000000 sec): 3 clusters
  Score: Raw -11228766.445453 + Penalty 13044.751111 = -11215721.694342
  nChanged 1824
		SP:Iteration 5Q (44249.320000 sec): 3 clusters
  Score: Raw -11229791.674525 + Penalty 13044.751111 = -11216746.923414
  nChanged 1734
		SP:Iteration 6Q (44249.640000 sec): 3 clusters
  Score: Raw -11230958.080085 + Penalty 13044.751111 = -11217913.328974
  nChanged 1771
		SP:Iteration 7Q (44249.960000 sec): 3 clusters
  Score: Raw -11232251.755498 + Penalty 13044.751111 = -11219207.004387
  nChanged 1800
		SP:Iteration 8Q (44250.280000 sec): 3 clusters
  Score: Raw -11233579.632627 + Penalty 13044.751111 = -11220534.881516
  nChanged 1714
		SP:Iteration 9Q (44250.590000 sec): 3 clusters
  Score: Raw -11234818.563899 + Penalty 13044.751111 = -11221773.812787
  nChanged 1636
		SP:Iteration 10Q (44250.900000 sec): 3 clusters
  Score: Raw -11235960.939226 + Penalty 13044.751111 = -11222916.188115
  nChanged 1619
		SP:Iteration 11Q (44251.210000 sec): 3 clusters
  Score: Raw -11237001.620329 + Penalty 13044.751111 = -11223956.869217
  nChanged 1527
		SP:Iteration 12Q (44251.510000 sec): 3 clusters
  Score: Raw -11237971.129737 + Penalty 13044.751111 = -11224926.378626
  nChanged 1488
		SP:Iteration 13Q (44251.800000 sec): 3 clusters
  Score: Raw -11238908.649505 + Penalty 13044.751111 = -11225863.898394
  nChanged 1329
		SP:Iteration 14Q (44252.090000 sec): 3 clusters
  Score: Raw -11239801.650286 + Penalty 13044.751111 = -11226756.899175
  nChanged 1154
		SP:Iteration 15Q (44252.390000 sec): 3 clusters
  Score: Raw -11240607.159638 + Penalty 13044.751111 = -11227562.408527
  nChanged 1012
		SP:Iteration 16Q (44252.670000 sec): 3 clusters
  Score: Raw -11241325.917570 + Penalty 13044.751111 = -11228281.166459
  nChanged 803
		SP:Iteration 17Q (44252.960000 sec): 3 clusters
  Score: Raw -11241859.037387 + Penalty 13044.751111 = -11228814.286275
  nChanged 598
		SP:Iteration 18Q (44253.250000 sec): 3 clusters
  Score: Raw -11242241.295393 + Penalty 13044.751111 = -11229196.544281
  nChanged 450
		SP:Iteration 19Q (44253.530000 sec): 3 clusters
  Score: Raw -11242515.911108 + Penalty 13044.751111 = -11229471.159996
  nChanged 351
		SP:Iteration 20F (44253.850000 sec): 3 clusters
  Score: Raw -11242742.849118 + Penalty 13044.751111 = -11229698.098007
  nChanged 309
		SP:Iteration 21Q (44254.130000 sec): 3 clusters
  Score: Raw -11242954.325670 + Penalty 13044.751111 = -11229909.574559
  nChanged 299
		SP:Iteration 22Q (44254.410000 sec): 3 clusters
  Score: Raw -11243174.162765 + Penalty 13044.751111 = -11230129.411654
  nChanged 274
		SP:Iteration 23Q (44254.680000 sec): 3 clusters
  Score: Raw -11243397.207818 + Penalty 13044.751111 = -11230352.456707
  nChanged 274
		SP:Iteration 24Q (44254.950000 sec): 3 clusters
  Score: Raw -11243609.921281 + Penalty 13044.751111 = -11230565.170169
  nChanged 248
		SP:Iteration 25Q (44255.210000 sec): 3 clusters
  Score: Raw -11243807.476732 + Penalty 13044.751111 = -11230762.725621
  nChanged 231
		SP:Iteration 26Q (44255.460000 sec): 3 clusters
  Score: Raw -11243996.600399 + Penalty 13044.751111 = -11230951.849288
  nChanged 185
		SP:Iteration 27Q (44255.720000 sec): 3 clusters
  Score: Raw -11244120.785966 + Penalty 13044.751111 = -11231076.034854
  nChanged 153
		SP:Iteration 28Q (44255.960000 sec): 3 clusters
  Score: Raw -11244207.778843 + Penalty 13044.751111 = -11231163.027731
  nChanged 126
		SP:Iteration 29Q (44256.200000 sec): 3 clusters
  Score: Raw -11244260.966604 + Penalty 13044.751111 = -11231216.215492
  nChanged 81
		SP:Iteration 30Q (44256.440000 sec): 3 clusters
  Score: Raw -11244288.579052 + Penalty 13044.751111 = -11231243.827941
  nChanged 55
		SP:Iteration 31Q (44256.680000 sec): 3 clusters
  Score: Raw -11244306.422785 + Penalty 13044.751111 = -11231261.671674
  nChanged 48
		SP:Iteration 32Q (44256.920000 sec): 3 clusters
  Score: Raw -11244321.050014 + Penalty 13044.751111 = -11231276.298903
  nChanged 35
		SP:Iteration 33Q (44257.160000 sec): 3 clusters
  Score: Raw -11244332.304725 + Penalty 13044.751111 = -11231287.553614
  nChanged 34
		SP:Iteration 34Q (44257.390000 sec): 3 clusters
  Score: Raw -11244341.328543 + Penalty 13044.751111 = -11231296.577432
  nChanged 25
		SP:Iteration 35Q (44257.630000 sec): 3 clusters
  Score: Raw -11244347.529564 + Penalty 13044.751111 = -11231302.778453
  nChanged 20
		SP:Iteration 36Q (44257.870000 sec): 3 clusters
  Score: Raw -11244352.129074 + Penalty 13044.751111 = -11231307.377962
  nChanged 15
		SP:Iteration 37Q (44258.110000 sec): 3 clusters
  Score: Raw -11244355.863447 + Penalty 13044.751111 = -11231311.112336
  nChanged 14
		SP:Iteration 38Q (44258.340000 sec): 3 clusters
  Score: Raw -11244359.822759 + Penalty 13044.751111 = -11231315.071648
  nChanged 6
		SP:Iteration 39Q (44258.580000 sec): 3 clusters
  Score: Raw -11244361.025967 + Penalty 13044.751111 = -11231316.274856
  nChanged 4
		SP:Iteration 40F (44258.900000 sec): 3 clusters
  Score: Raw -11244362.620616 + Penalty 13044.751111 = -11231317.869504
  nChanged 1
		SP:Iteration 41Q (44259.140000 sec): 3 clusters
  Score: Raw -11244362.944964 + Penalty 13044.751111 = -11231318.193852
  nChanged 0
		SP:Iteration 42F (44259.460000 sec): 3 clusters
  Score: Raw -11244362.944964 + Penalty 13044.751111 = -11231318.193852
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (134865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44260.370000 sec): 2 clusters
  Score: Raw -36057340.364820 + Penalty 7234.868104 = -36050105.496716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44261.410000 sec): 3 clusters
  Score: Raw -35973392.656452 + Penalty 14469.736207 = -35958922.920245
  nChanged 62475
		SP:Iteration 1F (44262.450000 sec): 3 clusters
  Score: Raw -36008121.170296 + Penalty 14469.736207 = -35993651.434088
  nChanged 5464
		SP:Iteration 2Q (44263.490000 sec): 3 clusters
  Score: Raw -36009690.731736 + Penalty 14469.736207 = -35995220.995529
  nChanged 5543
		SP:Iteration 3Q (44264.540000 sec): 3 clusters
  Score: Raw -36011498.400925 + Penalty 14469.736207 = -35997028.664718
  nChanged 6021
		SP:Iteration 4Q (44265.580000 sec): 3 clusters
  Score: Raw -36013865.104144 + Penalty 14469.736207 = -35999395.367936
  nChanged 7109
		SP:Iteration 5F (44266.620000 sec): 3 clusters
  Score: Raw -36017351.086341 + Penalty 14469.736207 = -36002881.350134
  nChanged 8244
		SP:Iteration 6F (44267.650000 sec): 3 clusters
  Score: Raw -36022174.731351 + Penalty 14469.736207 = -36007704.995144
  nChanged 9013
		SP:Iteration 7F (44268.680000 sec): 3 clusters
  Score: Raw -36028085.438151 + Penalty 14469.736207 = -36013615.701943
  nChanged 8978
		SP:Iteration 8F (44269.720000 sec): 3 clusters
  Score: Raw -36034436.286156 + Penalty 14469.736207 = -36019966.549949
  nChanged 8268
		SP:Iteration 9F (44270.750000 sec): 3 clusters
  Score: Raw -36040668.659969 + Penalty 14469.736207 = -36026198.923762
  nChanged 7060
		SP:Iteration 10F (44271.800000 sec): 3 clusters
  Score: Raw -36046163.922101 + Penalty 14469.736207 = -36031694.185893
  nChanged 5495
		SP:Iteration 11Q (44272.830000 sec): 3 clusters
  Score: Raw -36050448.690728 + Penalty 14469.736207 = -36035978.954521
  nChanged 3936
		SP:Iteration 12Q (44273.840000 sec): 3 clusters
  Score: Raw -36053450.701420 + Penalty 14469.736207 = -36038980.965212
  nChanged 2514
		SP:Iteration 13Q (44274.790000 sec): 3 clusters
  Score: Raw -36055342.498597 + Penalty 14469.736207 = -36040872.762390
  nChanged 1523
		SP:Iteration 14Q (44275.690000 sec): 3 clusters
  Score: Raw -36056512.893088 + Penalty 14469.736207 = -36042043.156881
  nChanged 914
		SP:Iteration 15Q (44276.530000 sec): 3 clusters
  Score: Raw -36057228.001566 + Penalty 14469.736207 = -36042758.265358
  nChanged 533
		SP:Iteration 16Q (44277.330000 sec): 3 clusters
  Score: Raw -36057638.403734 + Penalty 14469.736207 = -36043168.667526
  nChanged 309
		SP:Iteration 17Q (44278.100000 sec): 3 clusters
  Score: Raw -36057883.096133 + Penalty 14469.736207 = -36043413.359926
  nChanged 182
		SP:Iteration 18Q (44278.850000 sec): 3 clusters
  Score: Raw -36058037.377089 + Penalty 14469.736207 = -36043567.640881
  nChanged 137
		SP:Iteration 19Q (44279.590000 sec): 3 clusters
  Score: Raw -36058155.770559 + Penalty 14469.736207 = -36043686.034352
  nChanged 87
		SP:Iteration 20F (44280.600000 sec): 3 clusters
  Score: Raw -36058234.313548 + Penalty 14469.736207 = -36043764.577341
  nChanged 70
		SP:Iteration 21Q (44281.330000 sec): 3 clusters
  Score: Raw -36058293.903531 + Penalty 14469.736207 = -36043824.167323
  nChanged 51
		SP:Iteration 22Q (44282.060000 sec): 3 clusters
  Score: Raw -36058338.782359 + Penalty 14469.736207 = -36043869.046151
  nChanged 31
		SP:Iteration 23Q (44282.780000 sec): 3 clusters
  Score: Raw -36058364.938700 + Penalty 14469.736207 = -36043895.202493
  nChanged 14
		SP:Iteration 24Q (44283.500000 sec): 3 clusters
  Score: Raw -36058377.235316 + Penalty 14469.736207 = -36043907.499109
  nChanged 16
		SP:Iteration 25Q (44284.210000 sec): 3 clusters
  Score: Raw -36058391.517460 + Penalty 14469.736207 = -36043921.781252
  nChanged 20
		SP:Iteration 26Q (44284.920000 sec): 3 clusters
  Score: Raw -36058405.501185 + Penalty 14469.736207 = -36043935.764977
  nChanged 5
		SP:Iteration 27Q (44285.640000 sec): 3 clusters
  Score: Raw -36058409.255852 + Penalty 14469.736207 = -36043939.519645
  nChanged 5
		SP:Iteration 28Q (44286.350000 sec): 3 clusters
  Score: Raw -36058412.364309 + Penalty 14469.736207 = -36043942.628101
  nChanged 5
		SP:Iteration 29Q (44287.060000 sec): 3 clusters
  Score: Raw -36058416.590694 + Penalty 14469.736207 = -36043946.854486
  nChanged 5
		SP:Iteration 30Q (44287.780000 sec): 3 clusters
  Score: Raw -36058420.169573 + Penalty 14469.736207 = -36043950.433365
  nChanged 3
		SP:Iteration 31Q (44288.490000 sec): 3 clusters
  Score: Raw -36058422.892073 + Penalty 14469.736207 = -36043953.155865
  nChanged 5
		SP:Iteration 32Q (44289.200000 sec): 3 clusters
  Score: Raw -36058427.843027 + Penalty 14469.736207 = -36043958.106819
  nChanged 2
		SP:Iteration 33Q (44289.910000 sec): 3 clusters
  Score: Raw -36058429.430337 + Penalty 14469.736207 = -36043959.694129
  nChanged 2
		SP:Iteration 34Q (44290.620000 sec): 3 clusters
  Score: Raw -36058430.782024 + Penalty 14469.736207 = -36043961.045817
  nChanged 1
		SP:Iteration 35Q (44291.330000 sec): 3 clusters
  Score: Raw -36058431.778600 + Penalty 14469.736207 = -36043962.042393
  nChanged 3
		SP:Iteration 36Q (44292.050000 sec): 3 clusters
  Score: Raw -36058433.158302 + Penalty 14469.736207 = -36043963.422095
  nChanged 1
		SP:Iteration 37Q (44292.750000 sec): 3 clusters
  Score: Raw -36058433.928968 + Penalty 14469.736207 = -36043964.192761
  nChanged 0
		SP:Iteration 38F (44293.780000 sec): 3 clusters
  Score: Raw -36058433.928968 + Penalty 14469.736207 = -36043964.192761
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44293.870000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44293.870000 sec): 3 clusters
  Score: Raw -45449.349711 + Penalty 6508.677324 = -38940.672387
  nChanged 6
		SP:Iteration 1Q (44293.870000 sec): 3 clusters
  Score: Raw -45487.765008 + Penalty 6508.677324 = -38979.087684
  nChanged 4
		SP:Iteration 2Q (44293.870000 sec): 3 clusters
  Score: Raw -45526.612250 + Penalty 6508.677324 = -39017.934926
  nChanged 3
		SP:Iteration 3Q (44293.870000 sec): 3 clusters
  Score: Raw -45552.407851 + Penalty 6508.677324 = -39043.730527
  nChanged 2
		SP:Iteration 4Q (44293.880000 sec): 3 clusters
  Score: Raw -45566.469087 + Penalty 6508.677324 = -39057.791762
  nChanged 1
		SP:Iteration 5Q (44293.880000 sec): 3 clusters
  Score: Raw -45577.821585 + Penalty 6508.677324 = -39069.144261
  nChanged 0
		SP:Iteration 6F (44293.880000 sec): 3 clusters
  Score: Raw -45577.821585 + Penalty 6508.677324 = -39069.144261
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44293.890000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44293.890000 sec): 3 clusters
  Score: Raw -136406.777673 + Penalty 7674.993986 = -128731.783687
  nChanged 42
		SP:Iteration 1F (44293.900000 sec): 3 clusters
  Score: Raw -136557.429685 + Penalty 7674.993986 = -128882.435699
  nChanged 9
		SP:Iteration 2Q (44293.900000 sec): 3 clusters
  Score: Raw -136616.041792 + Penalty 7674.993986 = -128941.047807
  nChanged 6
		SP:Iteration 3Q (44293.910000 sec): 3 clusters
  Score: Raw -136636.491305 + Penalty 7674.993986 = -128961.497319
  nChanged 7
		SP:Iteration 4Q (44293.910000 sec): 3 clusters
  Score: Raw -136665.417304 + Penalty 7674.993986 = -128990.423319
  nChanged 2
		SP:Iteration 5Q (44293.910000 sec): 3 clusters
  Score: Raw -136677.425968 + Penalty 7674.993986 = -129002.431983
  nChanged 1
		SP:Iteration 6Q (44293.920000 sec): 3 clusters
  Score: Raw -136693.366912 + Penalty 7674.993986 = -129018.372926
  nChanged 1
		SP:Iteration 7Q (44293.920000 sec): 3 clusters
  Score: Raw -136696.145112 + Penalty 7674.993986 = -129021.151126
  nChanged 0
		SP:Iteration 8F (44293.930000 sec): 3 clusters
  Score: Raw -136696.145112 + Penalty 7674.993986 = -129021.151126
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (104958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44294.650000 sec): 2 clusters
  Score: Raw -28031618.163318 + Penalty 7081.305774 = -28024536.857544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44295.450000 sec): 3 clusters
  Score: Raw -27967075.014663 + Penalty 14162.611548 = -27952912.403116
  nChanged 48097
		SP:Iteration 1F (44296.260000 sec): 3 clusters
  Score: Raw -27993736.133090 + Penalty 14162.611548 = -27979573.521542
  nChanged 4383
		SP:Iteration 2Q (44297.070000 sec): 3 clusters
  Score: Raw -27995113.162392 + Penalty 14162.611548 = -27980950.550844
  nChanged 4424
		SP:Iteration 3Q (44297.870000 sec): 3 clusters
  Score: Raw -27996797.728903 + Penalty 14162.611548 = -27982635.117356
  nChanged 5123
		SP:Iteration 4Q (44298.680000 sec): 3 clusters
  Score: Raw -27999242.899265 + Penalty 14162.611548 = -27985080.287717
  nChanged 6212
		SP:Iteration 5F (44299.490000 sec): 3 clusters
  Score: Raw -28003044.767219 + Penalty 14162.611548 = -27988882.155671
  nChanged 7709
		SP:Iteration 6F (44300.290000 sec): 3 clusters
  Score: Raw -28008788.087884 + Penalty 14162.611548 = -27994625.476336
  nChanged 8562
		SP:Iteration 7F (44301.090000 sec): 3 clusters
  Score: Raw -28015790.241830 + Penalty 14162.611548 = -28001627.630283
  nChanged 7623
		SP:Iteration 8F (44301.890000 sec): 3 clusters
  Score: Raw -28022731.968646 + Penalty 14162.611548 = -28008569.357098
  nChanged 5652
		SP:Iteration 9F (44302.690000 sec): 3 clusters
  Score: Raw -28029309.641800 + Penalty 14162.611548 = -28015147.030253
  nChanged 3430
		SP:Iteration 10Q (44303.470000 sec): 3 clusters
  Score: Raw -28034384.989247 + Penalty 14162.611548 = -28020222.377699
  nChanged 1886
		SP:Iteration 11Q (44304.150000 sec): 3 clusters
  Score: Raw -28036180.564803 + Penalty 14162.611548 = -28022017.953256
  nChanged 985
		SP:Iteration 12Q (44304.780000 sec): 3 clusters
  Score: Raw -28036771.039699 + Penalty 14162.611548 = -28022608.428151
  nChanged 611
		SP:Iteration 13Q (44305.390000 sec): 3 clusters
  Score: Raw -28037032.768352 + Penalty 14162.611548 = -28022870.156805
  nChanged 415
		SP:Iteration 14Q (44305.990000 sec): 3 clusters
  Score: Raw -28037164.414552 + Penalty 14162.611548 = -28023001.803004
  nChanged 285
		SP:Iteration 15Q (44306.580000 sec): 3 clusters
  Score: Raw -28037236.219345 + Penalty 14162.611548 = -28023073.607797
  nChanged 183
		SP:Iteration 16Q (44307.170000 sec): 3 clusters
  Score: Raw -28037274.161155 + Penalty 14162.611548 = -28023111.549607
  nChanged 136
		SP:Iteration 17Q (44307.760000 sec): 3 clusters
  Score: Raw -28037298.121765 + Penalty 14162.611548 = -28023135.510217
  nChanged 97
		SP:Iteration 18Q (44308.340000 sec): 3 clusters
  Score: Raw -28037312.009353 + Penalty 14162.611548 = -28023149.397805
  nChanged 65
		SP:Iteration 19Q (44308.930000 sec): 3 clusters
  Score: Raw -28037321.028627 + Penalty 14162.611548 = -28023158.417080
  nChanged 45
		SP:Iteration 20F (44309.730000 sec): 3 clusters
  Score: Raw -28037326.991086 + Penalty 14162.611548 = -28023164.379538
  nChanged 41
		SP:Iteration 21Q (44310.310000 sec): 3 clusters
  Score: Raw -28037332.950585 + Penalty 14162.611548 = -28023170.339038
  nChanged 29
		SP:Iteration 22Q (44310.890000 sec): 3 clusters
  Score: Raw -28037336.719941 + Penalty 14162.611548 = -28023174.108394
  nChanged 25
		SP:Iteration 23Q (44311.480000 sec): 3 clusters
  Score: Raw -28037339.613482 + Penalty 14162.611548 = -28023177.001935
  nChanged 15
		SP:Iteration 24Q (44312.070000 sec): 3 clusters
  Score: Raw -28037341.179956 + Penalty 14162.611548 = -28023178.568408
  nChanged 18
		SP:Iteration 25Q (44312.650000 sec): 3 clusters
  Score: Raw -28037342.845525 + Penalty 14162.611548 = -28023180.233978
  nChanged 18
		SP:Iteration 26Q (44313.230000 sec): 3 clusters
  Score: Raw -28037344.878044 + Penalty 14162.611548 = -28023182.266497
  nChanged 15
		SP:Iteration 27Q (44313.820000 sec): 3 clusters
  Score: Raw -28037346.496943 + Penalty 14162.611548 = -28023183.885395
  nChanged 8
		SP:Iteration 28Q (44314.410000 sec): 3 clusters
  Score: Raw -28037347.244134 + Penalty 14162.611548 = -28023184.632586
  nChanged 4
		SP:Iteration 29Q (44314.990000 sec): 3 clusters
  Score: Raw -28037347.561271 + Penalty 14162.611548 = -28023184.949724
  nChanged 4
		SP:Iteration 30Q (44315.570000 sec): 3 clusters
  Score: Raw -28037348.132932 + Penalty 14162.611548 = -28023185.521384
  nChanged 6
		SP:Iteration 31Q (44316.150000 sec): 3 clusters
  Score: Raw -28037348.808060 + Penalty 14162.611548 = -28023186.196512
  nChanged 5
		SP:Iteration 32Q (44316.740000 sec): 3 clusters
  Score: Raw -28037349.197837 + Penalty 14162.611548 = -28023186.586290
  nChanged 3
		SP:Iteration 33Q (44317.320000 sec): 3 clusters
  Score: Raw -28037349.469238 + Penalty 14162.611548 = -28023186.857690
  nChanged 4
		SP:Iteration 34Q (44317.900000 sec): 3 clusters
  Score: Raw -28037349.905026 + Penalty 14162.611548 = -28023187.293478
  nChanged 4
		SP:Iteration 35Q (44318.490000 sec): 3 clusters
  Score: Raw -28037350.294945 + Penalty 14162.611548 = -28023187.683398
  nChanged 2
		SP:Iteration 36Q (44319.070000 sec): 3 clusters
  Score: Raw -28037350.558507 + Penalty 14162.611548 = -28023187.946960
  nChanged 5
		SP:Iteration 37Q (44319.660000 sec): 3 clusters
  Score: Raw -28037351.274939 + Penalty 14162.611548 = -28023188.663392
  nChanged 6
		SP:Iteration 38Q (44320.240000 sec): 3 clusters
  Score: Raw -28037351.827675 + Penalty 14162.611548 = -28023189.216127
  nChanged 4
		SP:Iteration 39Q (44320.820000 sec): 3 clusters
  Score: Raw -28037352.154144 + Penalty 14162.611548 = -28023189.542596
  nChanged 5
		SP:Iteration 40F (44321.620000 sec): 3 clusters
  Score: Raw -28037352.653902 + Penalty 14162.611548 = -28023190.042355
  nChanged 5
		SP:Iteration 41Q (44322.200000 sec): 3 clusters
  Score: Raw -28037353.166529 + Penalty 14162.611548 = -28023190.554982
  nChanged 2
		SP:Iteration 42Q (44322.780000 sec): 3 clusters
  Score: Raw -28037353.318763 + Penalty 14162.611548 = -28023190.707215
  nChanged 2
		SP:Iteration 43Q (44323.360000 sec): 3 clusters
  Score: Raw -28037353.564229 + Penalty 14162.611548 = -28023190.952681
  nChanged 3
		SP:Iteration 44Q (44323.940000 sec): 3 clusters
  Score: Raw -28037353.762787 + Penalty 14162.611548 = -28023191.151239
  nChanged 1
		SP:Iteration 45Q (44324.530000 sec): 3 clusters
  Score: Raw -28037353.861260 + Penalty 14162.611548 = -28023191.249712
  nChanged 0
		SP:Iteration 46F (44325.330000 sec): 3 clusters
  Score: Raw -28037353.861260 + Penalty 14162.611548 = -28023191.249712
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (17099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44325.500000 sec): 2 clusters
  Score: Raw -4532156.136855 + Penalty 5969.899848 = -4526186.237007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44325.630000 sec): 3 clusters
  Score: Raw -4523462.448412 + Penalty 11939.799695 = -4511522.648717
  nChanged 6841
		SP:Iteration 1F (44325.760000 sec): 3 clusters
  Score: Raw -4527404.169132 + Penalty 11939.799695 = -4515464.369437
  nChanged 1356
		SP:Iteration 2F (44325.890000 sec): 3 clusters
  Score: Raw -4528438.430490 + Penalty 11939.799695 = -4516498.630795
  nChanged 1166
		SP:Iteration 3F (44326.020000 sec): 3 clusters
  Score: Raw -4529416.829627 + Penalty 11939.799695 = -4517477.029932
  nChanged 1165
		SP:Iteration 4F (44326.150000 sec): 3 clusters
  Score: Raw -4530412.193272 + Penalty 11939.799695 = -4518472.393577
  nChanged 1170
		SP:Iteration 5F (44326.280000 sec): 3 clusters
  Score: Raw -4531453.486612 + Penalty 11939.799695 = -4519513.686917
  nChanged 1115
		SP:Iteration 6F (44326.410000 sec): 3 clusters
  Score: Raw -4532350.904145 + Penalty 11939.799695 = -4520411.104450
  nChanged 905
		SP:Iteration 7F (44326.540000 sec): 3 clusters
  Score: Raw -4532983.705058 + Penalty 11939.799695 = -4521043.905363
  nChanged 678
		SP:Iteration 8Q (44326.660000 sec): 3 clusters
  Score: Raw -4533370.785893 + Penalty 11939.799695 = -4521430.986198
  nChanged 465
		SP:Iteration 9Q (44326.790000 sec): 3 clusters
  Score: Raw -4533599.608557 + Penalty 11939.799695 = -4521659.808862
  nChanged 362
		SP:Iteration 10Q (44326.920000 sec): 3 clusters
  Score: Raw -4533747.060797 + Penalty 11939.799695 = -4521807.261102
  nChanged 237
		SP:Iteration 11Q (44327.040000 sec): 3 clusters
  Score: Raw -4533839.375865 + Penalty 11939.799695 = -4521899.576170
  nChanged 204
		SP:Iteration 12Q (44327.170000 sec): 3 clusters
  Score: Raw -4533913.851727 + Penalty 11939.799695 = -4521974.052032
  nChanged 183
		SP:Iteration 13Q (44327.300000 sec): 3 clusters
  Score: Raw -4533983.581487 + Penalty 11939.799695 = -4522043.781792
  nChanged 172
		SP:Iteration 14Q (44327.430000 sec): 3 clusters
  Score: Raw -4534046.997475 + Penalty 11939.799695 = -4522107.197780
  nChanged 150
		SP:Iteration 15Q (44327.550000 sec): 3 clusters
  Score: Raw -4534098.390797 + Penalty 11939.799695 = -4522158.591102
  nChanged 127
		SP:Iteration 16Q (44327.680000 sec): 3 clusters
  Score: Raw -4534142.054260 + Penalty 11939.799695 = -4522202.254565
  nChanged 111
		SP:Iteration 17Q (44327.800000 sec): 3 clusters
  Score: Raw -4534180.464683 + Penalty 11939.799695 = -4522240.664988
  nChanged 95
		SP:Iteration 18Q (44327.930000 sec): 3 clusters
  Score: Raw -4534211.946233 + Penalty 11939.799695 = -4522272.146538
  nChanged 88
		SP:Iteration 19Q (44328.060000 sec): 3 clusters
  Score: Raw -4534240.616726 + Penalty 11939.799695 = -4522300.817031
  nChanged 87
		SP:Iteration 20F (44328.190000 sec): 3 clusters
  Score: Raw -4534268.980294 + Penalty 11939.799695 = -4522329.180599
  nChanged 88
		SP:Iteration 21Q (44328.320000 sec): 3 clusters
  Score: Raw -4534297.116358 + Penalty 11939.799695 = -4522357.316663
  nChanged 66
		SP:Iteration 22Q (44328.440000 sec): 3 clusters
  Score: Raw -4534317.056475 + Penalty 11939.799695 = -4522377.256780
  nChanged 67
		SP:Iteration 23Q (44328.570000 sec): 3 clusters
  Score: Raw -4534338.395389 + Penalty 11939.799695 = -4522398.595694
  nChanged 63
		SP:Iteration 24Q (44328.700000 sec): 3 clusters
  Score: Raw -4534358.163826 + Penalty 11939.799695 = -4522418.364131
  nChanged 62
		SP:Iteration 25Q (44328.820000 sec): 3 clusters
  Score: Raw -4534377.284031 + Penalty 11939.799695 = -4522437.484336
  nChanged 66
		SP:Iteration 26Q (44328.950000 sec): 3 clusters
  Score: Raw -4534396.945914 + Penalty 11939.799695 = -4522457.146219
  nChanged 53
		SP:Iteration 27Q (44329.080000 sec): 3 clusters
  Score: Raw -4534414.058066 + Penalty 11939.799695 = -4522474.258371
  nChanged 53
		SP:Iteration 28Q (44329.200000 sec): 3 clusters
  Score: Raw -4534429.318142 + Penalty 11939.799695 = -4522489.518446
  nChanged 44
		SP:Iteration 29Q (44329.330000 sec): 3 clusters
  Score: Raw -4534440.857255 + Penalty 11939.799695 = -4522501.057560
  nChanged 41
		SP:Iteration 30Q (44329.450000 sec): 3 clusters
  Score: Raw -4534451.668087 + Penalty 11939.799695 = -4522511.868392
  nChanged 35
		SP:Iteration 31Q (44329.580000 sec): 3 clusters
  Score: Raw -4534460.391326 + Penalty 11939.799695 = -4522520.591631
  nChanged 21
		SP:Iteration 32Q (44329.710000 sec): 3 clusters
  Score: Raw -4534465.604829 + Penalty 11939.799695 = -4522525.805134
  nChanged 22
		SP:Iteration 33Q (44329.830000 sec): 3 clusters
  Score: Raw -4534471.676859 + Penalty 11939.799695 = -4522531.877164
  nChanged 17
		SP:Iteration 34Q (44329.960000 sec): 3 clusters
  Score: Raw -4534475.769368 + Penalty 11939.799695 = -4522535.969673
  nChanged 18
		SP:Iteration 35Q (44330.080000 sec): 3 clusters
  Score: Raw -4534480.388518 + Penalty 11939.799695 = -4522540.588823
  nChanged 17
		SP:Iteration 36Q (44330.210000 sec): 3 clusters
  Score: Raw -4534485.034412 + Penalty 11939.799695 = -4522545.234717
  nChanged 16
		SP:Iteration 37Q (44330.330000 sec): 3 clusters
  Score: Raw -4534488.079054 + Penalty 11939.799695 = -4522548.279359
  nChanged 6
		SP:Iteration 38Q (44330.460000 sec): 3 clusters
  Score: Raw -4534489.408108 + Penalty 11939.799695 = -4522549.608413
  nChanged 6
		SP:Iteration 39Q (44330.580000 sec): 3 clusters
  Score: Raw -4534491.175684 + Penalty 11939.799695 = -4522551.375989
  nChanged 9
		SP:Iteration 40F (44330.720000 sec): 3 clusters
  Score: Raw -4534493.931396 + Penalty 11939.799695 = -4522554.131701
  nChanged 10
		SP:Iteration 41Q (44330.840000 sec): 3 clusters
  Score: Raw -4534497.011353 + Penalty 11939.799695 = -4522557.211658
  nChanged 12
		SP:Iteration 42Q (44330.960000 sec): 3 clusters
  Score: Raw -4534500.150253 + Penalty 11939.799695 = -4522560.350558
  nChanged 12
		SP:Iteration 43Q (44331.090000 sec): 3 clusters
  Score: Raw -4534502.628473 + Penalty 11939.799695 = -4522562.828778
  nChanged 8
		SP:Iteration 44Q (44331.220000 sec): 3 clusters
  Score: Raw -4534504.104740 + Penalty 11939.799695 = -4522564.305045
  nChanged 9
		SP:Iteration 45Q (44331.340000 sec): 3 clusters
  Score: Raw -4534506.860599 + Penalty 11939.799695 = -4522567.060904
  nChanged 9
		SP:Iteration 46Q (44331.470000 sec): 3 clusters
  Score: Raw -4534509.204906 + Penalty 11939.799695 = -4522569.405211
  nChanged 9
		SP:Iteration 47Q (44331.600000 sec): 3 clusters
  Score: Raw -4534511.117257 + Penalty 11939.799695 = -4522571.317562
  nChanged 5
		SP:Iteration 48Q (44331.720000 sec): 3 clusters
  Score: Raw -4534512.107545 + Penalty 11939.799695 = -4522572.307850
  nChanged 8
		SP:Iteration 49Q (44331.850000 sec): 3 clusters
  Score: Raw -4534513.642485 + Penalty 11939.799695 = -4522573.842790
  nChanged 6
		SP:Iteration 50Q (44331.970000 sec): 3 clusters
  Score: Raw -4534514.854730 + Penalty 11939.799695 = -4522575.055035
  nChanged 2
		SP:Iteration 51Q (44332.100000 sec): 3 clusters
  Score: Raw -4534515.171925 + Penalty 11939.799695 = -4522575.372230
  nChanged 1
		SP:Iteration 52Q (44332.230000 sec): 3 clusters
  Score: Raw -4534515.372190 + Penalty 11939.799695 = -4522575.572495
  nChanged 0
		SP:Iteration 53F (44332.360000 sec): 3 clusters
  Score: Raw -4534515.372190 + Penalty 11939.799695 = -4522575.572495
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44332.570000 sec): 2 clusters
  Score: Raw -8598646.630317 + Penalty 6359.668386 = -8592286.961931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44332.820000 sec): 3 clusters
  Score: Raw -8580769.265047 + Penalty 12719.336772 = -8568049.928275
  nChanged 13804
		SP:Iteration 1F (44333.070000 sec): 3 clusters
  Score: Raw -8588127.838795 + Penalty 12719.336772 = -8575408.502023
  nChanged 1915
		SP:Iteration 2F (44333.320000 sec): 3 clusters
  Score: Raw -8588920.763807 + Penalty 12719.336772 = -8576201.427035
  nChanged 1490
		SP:Iteration 3Q (44333.560000 sec): 3 clusters
  Score: Raw -8589477.784099 + Penalty 12719.336772 = -8576758.447327
  nChanged 1253
		SP:Iteration 4Q (44333.810000 sec): 3 clusters
  Score: Raw -8589949.865745 + Penalty 12719.336772 = -8577230.528973
  nChanged 1128
		SP:Iteration 5Q (44334.060000 sec): 3 clusters
  Score: Raw -8590366.654990 + Penalty 12719.336772 = -8577647.318218
  nChanged 1092
		SP:Iteration 6Q (44334.310000 sec): 3 clusters
  Score: Raw -8590807.959305 + Penalty 12719.336772 = -8578088.622533
  nChanged 1156
		SP:Iteration 7Q (44334.560000 sec): 3 clusters
  Score: Raw -8591337.585223 + Penalty 12719.336772 = -8578618.248451
  nChanged 1293
		SP:Iteration 8Q (44334.810000 sec): 3 clusters
  Score: Raw -8591992.919273 + Penalty 12719.336772 = -8579273.582501
  nChanged 1436
		SP:Iteration 9Q (44335.060000 sec): 3 clusters
  Score: Raw -8592847.435909 + Penalty 12719.336772 = -8580128.099137
  nChanged 1671
		SP:Iteration 10F (44335.300000 sec): 3 clusters
  Score: Raw -8593960.607129 + Penalty 12719.336772 = -8581241.270357
  nChanged 1710
		SP:Iteration 11F (44335.550000 sec): 3 clusters
  Score: Raw -8595174.274197 + Penalty 12719.336772 = -8582454.937424
  nChanged 1666
		SP:Iteration 12F (44335.800000 sec): 3 clusters
  Score: Raw -8596261.550440 + Penalty 12719.336772 = -8583542.213668
  nChanged 1452
		SP:Iteration 13Q (44336.040000 sec): 3 clusters
  Score: Raw -8597135.774379 + Penalty 12719.336772 = -8584416.437607
  nChanged 1244
		SP:Iteration 14Q (44336.290000 sec): 3 clusters
  Score: Raw -8597870.806262 + Penalty 12719.336772 = -8585151.469490
  nChanged 1084
		SP:Iteration 15Q (44336.540000 sec): 3 clusters
  Score: Raw -8598450.038784 + Penalty 12719.336772 = -8585730.702012
  nChanged 887
		SP:Iteration 16Q (44336.780000 sec): 3 clusters
  Score: Raw -8598881.021702 + Penalty 12719.336772 = -8586161.684930
  nChanged 749
		SP:Iteration 17Q (44337.030000 sec): 3 clusters
  Score: Raw -8599211.717828 + Penalty 12719.336772 = -8586492.381056
  nChanged 576
		SP:Iteration 18Q (44337.280000 sec): 3 clusters
  Score: Raw -8599425.717250 + Penalty 12719.336772 = -8586706.380478
  nChanged 450
		SP:Iteration 19Q (44337.530000 sec): 3 clusters
  Score: Raw -8599573.527348 + Penalty 12719.336772 = -8586854.190576
  nChanged 344
		SP:Iteration 20F (44337.770000 sec): 3 clusters
  Score: Raw -8599676.507276 + Penalty 12719.336772 = -8586957.170504
  nChanged 243
		SP:Iteration 21Q (44338.020000 sec): 3 clusters
  Score: Raw -8599750.189853 + Penalty 12719.336772 = -8587030.853081
  nChanged 220
		SP:Iteration 22Q (44338.260000 sec): 3 clusters
  Score: Raw -8599812.695942 + Penalty 12719.336772 = -8587093.359170
  nChanged 174
		SP:Iteration 23Q (44338.510000 sec): 3 clusters
  Score: Raw -8599865.538375 + Penalty 12719.336772 = -8587146.201603
  nChanged 170
		SP:Iteration 24Q (44338.760000 sec): 3 clusters
  Score: Raw -8599911.394575 + Penalty 12719.336772 = -8587192.057803
  nChanged 137
		SP:Iteration 25Q (44339.000000 sec): 3 clusters
  Score: Raw -8599945.479015 + Penalty 12719.336772 = -8587226.142243
  nChanged 113
		SP:Iteration 26Q (44339.250000 sec): 3 clusters
  Score: Raw -8599973.896267 + Penalty 12719.336772 = -8587254.559495
  nChanged 101
		SP:Iteration 27Q (44339.490000 sec): 3 clusters
  Score: Raw -8599997.835772 + Penalty 12719.336772 = -8587278.499000
  nChanged 97
		SP:Iteration 28Q (44339.740000 sec): 3 clusters
  Score: Raw -8600021.089814 + Penalty 12719.336772 = -8587301.753042
  nChanged 87
		SP:Iteration 29Q (44339.980000 sec): 3 clusters
  Score: Raw -8600039.207545 + Penalty 12719.336772 = -8587319.870773
  nChanged 84
		SP:Iteration 30Q (44340.230000 sec): 3 clusters
  Score: Raw -8600056.950161 + Penalty 12719.336772 = -8587337.613389
  nChanged 66
		SP:Iteration 31Q (44340.480000 sec): 3 clusters
  Score: Raw -8600071.698107 + Penalty 12719.336772 = -8587352.361335
  nChanged 58
		SP:Iteration 32Q (44340.720000 sec): 3 clusters
  Score: Raw -8600082.652228 + Penalty 12719.336772 = -8587363.315456
  nChanged 61
		SP:Iteration 33Q (44340.960000 sec): 3 clusters
  Score: Raw -8600095.223101 + Penalty 12719.336772 = -8587375.886329
  nChanged 59
		SP:Iteration 34Q (44341.210000 sec): 3 clusters
  Score: Raw -8600106.999892 + Penalty 12719.336772 = -8587387.663120
  nChanged 70
		SP:Iteration 35Q (44341.450000 sec): 3 clusters
  Score: Raw -8600121.877254 + Penalty 12719.336772 = -8587402.540482
  nChanged 64
		SP:Iteration 36Q (44341.700000 sec): 3 clusters
  Score: Raw -8600134.801565 + Penalty 12719.336772 = -8587415.464793
  nChanged 63
		SP:Iteration 37Q (44341.940000 sec): 3 clusters
  Score: Raw -8600147.897479 + Penalty 12719.336772 = -8587428.560707
  nChanged 51
		SP:Iteration 38Q (44342.180000 sec): 3 clusters
  Score: Raw -8600159.531670 + Penalty 12719.336772 = -8587440.194898
  nChanged 59
		SP:Iteration 39Q (44342.430000 sec): 3 clusters
  Score: Raw -8600172.056360 + Penalty 12719.336772 = -8587452.719588
  nChanged 51
		SP:Iteration 40F (44342.680000 sec): 3 clusters
  Score: Raw -8600182.766705 + Penalty 12719.336772 = -8587463.429933
  nChanged 47
		SP:Iteration 41Q (44342.920000 sec): 3 clusters
  Score: Raw -8600191.441486 + Penalty 12719.336772 = -8587472.104714
  nChanged 32
		SP:Iteration 42Q (44343.160000 sec): 3 clusters
  Score: Raw -8600197.542549 + Penalty 12719.336772 = -8587478.205777
  nChanged 33
		SP:Iteration 43Q (44343.410000 sec): 3 clusters
  Score: Raw -8600205.129452 + Penalty 12719.336772 = -8587485.792680
  nChanged 44
		SP:Iteration 44Q (44343.650000 sec): 3 clusters
  Score: Raw -8600215.445555 + Penalty 12719.336772 = -8587496.108783
  nChanged 42
		SP:Iteration 45Q (44343.900000 sec): 3 clusters
  Score: Raw -8600224.297565 + Penalty 12719.336772 = -8587504.960793
  nChanged 37
		SP:Iteration 46Q (44344.140000 sec): 3 clusters
  Score: Raw -8600231.813392 + Penalty 12719.336772 = -8587512.476620
  nChanged 36
		SP:Iteration 47Q (44344.380000 sec): 3 clusters
  Score: Raw -8600237.899680 + Penalty 12719.336772 = -8587518.562908
  nChanged 26
		SP:Iteration 48Q (44344.620000 sec): 3 clusters
  Score: Raw -8600242.512541 + Penalty 12719.336772 = -8587523.175768
  nChanged 24
		SP:Iteration 49Q (44344.870000 sec): 3 clusters
  Score: Raw -8600246.928664 + Penalty 12719.336772 = -8587527.591892
  nChanged 29
		SP:Iteration 50Q (44345.110000 sec): 3 clusters
  Score: Raw -8600251.598165 + Penalty 12719.336772 = -8587532.261393
  nChanged 29
		SP:Iteration 51Q (44345.350000 sec): 3 clusters
  Score: Raw -8600257.042331 + Penalty 12719.336772 = -8587537.705559
  nChanged 23
		SP:Iteration 52Q (44345.600000 sec): 3 clusters
  Score: Raw -8600261.175028 + Penalty 12719.336772 = -8587541.838256
  nChanged 21
		SP:Iteration 53Q (44345.850000 sec): 3 clusters
  Score: Raw -8600264.890594 + Penalty 12719.336772 = -8587545.553822
  nChanged 23
		SP:Iteration 54Q (44346.090000 sec): 3 clusters
  Score: Raw -8600268.712295 + Penalty 12719.336772 = -8587549.375523
  nChanged 19
		SP:Iteration 55Q (44346.330000 sec): 3 clusters
  Score: Raw -8600272.219944 + Penalty 12719.336772 = -8587552.883172
  nChanged 13
		SP:Iteration 56Q (44346.570000 sec): 3 clusters
  Score: Raw -8600274.421279 + Penalty 12719.336772 = -8587555.084507
  nChanged 11
		SP:Iteration 57Q (44346.820000 sec): 3 clusters
  Score: Raw -8600276.783444 + Penalty 12719.336772 = -8587557.446672
  nChanged 12
		SP:Iteration 58Q (44347.060000 sec): 3 clusters
  Score: Raw -8600279.318741 + Penalty 12719.336772 = -8587559.981969
  nChanged 14
		SP:Iteration 59Q (44347.300000 sec): 3 clusters
  Score: Raw -8600281.948683 + Penalty 12719.336772 = -8587562.611911
  nChanged 15
		SP:Iteration 60F (44347.550000 sec): 3 clusters
  Score: Raw -8600284.483119 + Penalty 12719.336772 = -8587565.146347
  nChanged 13
		SP:Iteration 61Q (44347.790000 sec): 3 clusters
  Score: Raw -8600287.187015 + Penalty 12719.336772 = -8587567.850243
  nChanged 12
		SP:Iteration 62Q (44348.040000 sec): 3 clusters
  Score: Raw -8600289.103318 + Penalty 12719.336772 = -8587569.766546
  nChanged 12
		SP:Iteration 63Q (44348.280000 sec): 3 clusters
  Score: Raw -8600291.030426 + Penalty 12719.336772 = -8587571.693654
  nChanged 14
		SP:Iteration 64Q (44348.520000 sec): 3 clusters
  Score: Raw -8600293.612817 + Penalty 12719.336772 = -8587574.276045
  nChanged 15
		SP:Iteration 65Q (44348.770000 sec): 3 clusters
  Score: Raw -8600296.120597 + Penalty 12719.336772 = -8587576.783825
  nChanged 6
		SP:Iteration 66Q (44349.010000 sec): 3 clusters
  Score: Raw -8600297.350925 + Penalty 12719.336772 = -8587578.014153
  nChanged 6
		SP:Iteration 67Q (44349.250000 sec): 3 clusters
  Score: Raw -8600298.495435 + Penalty 12719.336772 = -8587579.158662
  nChanged 6
		SP:Iteration 68Q (44349.490000 sec): 3 clusters
  Score: Raw -8600299.549992 + Penalty 12719.336772 = -8587580.213220
  nChanged 4
		SP:Iteration 69Q (44349.740000 sec): 3 clusters
  Score: Raw -8600300.365536 + Penalty 12719.336772 = -8587581.028764
  nChanged 6
		SP:Iteration 70Q (44349.980000 sec): 3 clusters
  Score: Raw -8600301.403138 + Penalty 12719.336772 = -8587582.066365
  nChanged 10
		SP:Iteration 71Q (44350.220000 sec): 3 clusters
  Score: Raw -8600303.574421 + Penalty 12719.336772 = -8587584.237649
  nChanged 9
		SP:Iteration 72Q (44350.470000 sec): 3 clusters
  Score: Raw -8600305.304198 + Penalty 12719.336772 = -8587585.967426
  nChanged 8
		SP:Iteration 73Q (44350.710000 sec): 3 clusters
  Score: Raw -8600306.662203 + Penalty 12719.336772 = -8587587.325431
  nChanged 9
		SP:Iteration 74Q (44350.950000 sec): 3 clusters
  Score: Raw -8600308.158552 + Penalty 12719.336772 = -8587588.821780
  nChanged 11
		SP:Iteration 75Q (44351.190000 sec): 3 clusters
  Score: Raw -8600310.032736 + Penalty 12719.336772 = -8587590.695963
  nChanged 9
		SP:Iteration 76Q (44351.440000 sec): 3 clusters
  Score: Raw -8600311.394636 + Penalty 12719.336772 = -8587592.057864
  nChanged 7
		SP:Iteration 77Q (44351.680000 sec): 3 clusters
  Score: Raw -8600312.698824 + Penalty 12719.336772 = -8587593.362052
  nChanged 9
		SP:Iteration 78Q (44351.920000 sec): 3 clusters
  Score: Raw -8600314.265765 + Penalty 12719.336772 = -8587594.928993
  nChanged 8
		SP:Iteration 79Q (44352.160000 sec): 3 clusters
  Score: Raw -8600315.899993 + Penalty 12719.336772 = -8587596.563221
  nChanged 8
		SP:Iteration 80F (44352.410000 sec): 3 clusters
  Score: Raw -8600317.336883 + Penalty 12719.336772 = -8587598.000110
  nChanged 6
		SP:Iteration 81Q (44352.660000 sec): 3 clusters
  Score: Raw -8600318.169685 + Penalty 12719.336772 = -8587598.832913
  nChanged 4
		SP:Iteration 82Q (44352.900000 sec): 3 clusters
  Score: Raw -8600318.757446 + Penalty 12719.336772 = -8587599.420674
  nChanged 4
		SP:Iteration 83Q (44353.140000 sec): 3 clusters
  Score: Raw -8600319.646459 + Penalty 12719.336772 = -8587600.309687
  nChanged 4
		SP:Iteration 84Q (44353.380000 sec): 3 clusters
  Score: Raw -8600320.598003 + Penalty 12719.336772 = -8587601.261231
  nChanged 5
		SP:Iteration 85Q (44353.620000 sec): 3 clusters
  Score: Raw -8600321.495649 + Penalty 12719.336772 = -8587602.158877
  nChanged 4
		SP:Iteration 86Q (44353.870000 sec): 3 clusters
  Score: Raw -8600322.133355 + Penalty 12719.336772 = -8587602.796583
  nChanged 1
		SP:Iteration 87Q (44354.110000 sec): 3 clusters
  Score: Raw -8600322.248986 + Penalty 12719.336772 = -8587602.912214
  nChanged 1
		SP:Iteration 88Q (44354.350000 sec): 3 clusters
  Score: Raw -8600322.363491 + Penalty 12719.336772 = -8587603.026719
  nChanged 0
		SP:Iteration 89F (44354.600000 sec): 3 clusters
  Score: Raw -8600322.363491 + Penalty 12719.336772 = -8587603.026719
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (8912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44354.670000 sec): 2 clusters
  Score: Raw -2320452.436513 + Penalty 5570.781802 = -2314881.654711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44354.740000 sec): 3 clusters
  Score: Raw -2316567.997072 + Penalty 11141.563604 = -2305426.433468
  nChanged 3181
		SP:Iteration 1F (44354.800000 sec): 3 clusters
  Score: Raw -2318483.050844 + Penalty 11141.563604 = -2307341.487240
  nChanged 659
		SP:Iteration 2F (44354.870000 sec): 3 clusters
  Score: Raw -2318962.889465 + Penalty 11141.563604 = -2307821.325861
  nChanged 465
		SP:Iteration 3F (44354.940000 sec): 3 clusters
  Score: Raw -2319300.429430 + Penalty 11141.563604 = -2308158.865826
  nChanged 377
		SP:Iteration 4Q (44355.000000 sec): 3 clusters
  Score: Raw -2319586.954459 + Penalty 11141.563604 = -2308445.390856
  nChanged 310
		SP:Iteration 5Q (44355.070000 sec): 3 clusters
  Score: Raw -2319794.760807 + Penalty 11141.563604 = -2308653.197203
  nChanged 267
		SP:Iteration 6Q (44355.130000 sec): 3 clusters
  Score: Raw -2319989.018725 + Penalty 11141.563604 = -2308847.455121
  nChanged 249
		SP:Iteration 7Q (44355.200000 sec): 3 clusters
  Score: Raw -2320186.489015 + Penalty 11141.563604 = -2309044.925412
  nChanged 239
		SP:Iteration 8Q (44355.260000 sec): 3 clusters
  Score: Raw -2320359.045969 + Penalty 11141.563604 = -2309217.482365
  nChanged 233
		SP:Iteration 9Q (44355.330000 sec): 3 clusters
  Score: Raw -2320506.572024 + Penalty 11141.563604 = -2309365.008420
  nChanged 212
		SP:Iteration 10Q (44355.390000 sec): 3 clusters
  Score: Raw -2320651.307734 + Penalty 11141.563604 = -2309509.744130
  nChanged 210
		SP:Iteration 11Q (44355.460000 sec): 3 clusters
  Score: Raw -2320787.999481 + Penalty 11141.563604 = -2309646.435877
  nChanged 216
		SP:Iteration 12Q (44355.520000 sec): 3 clusters
  Score: Raw -2320931.647637 + Penalty 11141.563604 = -2309790.084034
  nChanged 198
		SP:Iteration 13Q (44355.580000 sec): 3 clusters
  Score: Raw -2321057.455412 + Penalty 11141.563604 = -2309915.891808
  nChanged 176
		SP:Iteration 14Q (44355.650000 sec): 3 clusters
  Score: Raw -2321160.833259 + Penalty 11141.563604 = -2310019.269655
  nChanged 142
		SP:Iteration 15Q (44355.710000 sec): 3 clusters
  Score: Raw -2321255.787824 + Penalty 11141.563604 = -2310114.224221
  nChanged 161
		SP:Iteration 16Q (44355.770000 sec): 3 clusters
  Score: Raw -2321364.746479 + Penalty 11141.563604 = -2310223.182876
  nChanged 167
		SP:Iteration 17Q (44355.840000 sec): 3 clusters
  Score: Raw -2321488.278243 + Penalty 11141.563604 = -2310346.714639
  nChanged 194
		SP:Iteration 18Q (44355.900000 sec): 3 clusters
  Score: Raw -2321653.638633 + Penalty 11141.563604 = -2310512.075030
  nChanged 210
		SP:Iteration 19Q (44355.960000 sec): 3 clusters
  Score: Raw -2321855.599646 + Penalty 11141.563604 = -2310714.036042
  nChanged 207
		SP:Iteration 20F (44356.030000 sec): 3 clusters
  Score: Raw -2322077.638682 + Penalty 11141.563604 = -2310936.075078
  nChanged 235
		SP:Iteration 21Q (44356.090000 sec): 3 clusters
  Score: Raw -2322429.300346 + Penalty 11141.563604 = -2311287.736742
  nChanged 238
		SP:Iteration 22Q (44356.150000 sec): 3 clusters
  Score: Raw -2322882.841265 + Penalty 11141.563604 = -2311741.277662
  nChanged 249
		SP:Iteration 23Q (44356.200000 sec): 3 clusters
  Score: Raw -2323422.315008 + Penalty 11141.563604 = -2312280.751404
  nChanged 238
		SP:Iteration 24Q (44356.260000 sec): 3 clusters
  Score: Raw -2323951.799749 + Penalty 11141.563604 = -2312810.236145
  nChanged 261
		SP:Iteration 25Q (44356.310000 sec): 3 clusters
  Score: Raw -2324736.056708 + Penalty 11141.563604 = -2313594.493104
  nChanged 177
		SP:Iteration 26Q (44356.360000 sec): 3 clusters
  Score: Raw -2325232.885300 + Penalty 11141.563604 = -2314091.321696
  nChanged 96
		SP:Iteration 27Q (44356.400000 sec): 3 clusters
  Score: Raw -2325386.564473 + Penalty 11141.563604 = -2314245.000869
  nChanged 41
		SP:Iteration 28Q (44356.450000 sec): 3 clusters
  Score: Raw -2325433.354158 + Penalty 11141.563604 = -2314291.790554
  nChanged 24
		SP:Iteration 29Q (44356.500000 sec): 3 clusters
  Score: Raw -2325459.513875 + Penalty 11141.563604 = -2314317.950271
  nChanged 17
		SP:Iteration 30Q (44356.540000 sec): 3 clusters
  Score: Raw -2325475.216280 + Penalty 11141.563604 = -2314333.652677
  nChanged 14
		SP:Iteration 31Q (44356.580000 sec): 3 clusters
  Score: Raw -2325484.332406 + Penalty 11141.563604 = -2314342.768802
  nChanged 9
		SP:Iteration 32Q (44356.630000 sec): 3 clusters
  Score: Raw -2325488.388031 + Penalty 11141.563604 = -2314346.824427
  nChanged 3
		SP:Iteration 33Q (44356.680000 sec): 3 clusters
  Score: Raw -2325489.701921 + Penalty 11141.563604 = -2314348.138318
  nChanged 5
		SP:Iteration 34Q (44356.720000 sec): 3 clusters
  Score: Raw -2325492.345532 + Penalty 11141.563604 = -2314350.781928
  nChanged 1
		SP:Iteration 35Q (44356.770000 sec): 3 clusters
  Score: Raw -2325492.666177 + Penalty 11141.563604 = -2314351.102574
  nChanged 0
		SP:Iteration 36F (44356.830000 sec): 3 clusters
  Score: Raw -2325492.666177 + Penalty 11141.563604 = -2314351.102574
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44356.850000 sec): 2 clusters
  Score: Raw -134680.029616 + Penalty 3900.514652 = -130779.514964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44356.850000 sec): 3 clusters
  Score: Raw -135155.190558 + Penalty 7801.029303 = -127354.161255
  nChanged 66
		SP:Iteration 1F (44356.860000 sec): 3 clusters
  Score: Raw -135379.104676 + Penalty 7801.029303 = -127578.075373
  nChanged 23
		SP:Iteration 2Q (44356.860000 sec): 3 clusters
  Score: Raw -135469.201514 + Penalty 7801.029303 = -127668.172211
  nChanged 13
		SP:Iteration 3Q (44356.860000 sec): 3 clusters
  Score: Raw -135518.760851 + Penalty 7801.029303 = -127717.731547
  nChanged 4
		SP:Iteration 4Q (44356.870000 sec): 3 clusters
  Score: Raw -135529.527750 + Penalty 7801.029303 = -127728.498447
  nChanged 5
		SP:Iteration 5Q (44356.870000 sec): 3 clusters
  Score: Raw -135546.853741 + Penalty 7801.029303 = -127745.824437
  nChanged 2
		SP:Iteration 6Q (44356.880000 sec): 3 clusters
  Score: Raw -135557.301608 + Penalty 7801.029303 = -127756.272305
  nChanged 0
		SP:Iteration 7F (44356.880000 sec): 3 clusters
  Score: Raw -135557.301608 + Penalty 7801.029303 = -127756.272305
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (11688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44356.970000 sec): 2 clusters
  Score: Raw -2958796.951345 + Penalty 5736.869746 = -2953060.081599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44357.060000 sec): 3 clusters
  Score: Raw -2953229.658471 + Penalty 11473.739493 = -2941755.918979
  nChanged 4424
		SP:Iteration 1F (44357.140000 sec): 3 clusters
  Score: Raw -2955975.693562 + Penalty 11473.739493 = -2944501.954069
  nChanged 1046
		SP:Iteration 2F (44357.230000 sec): 3 clusters
  Score: Raw -2956912.344111 + Penalty 11473.739493 = -2945438.604618
  nChanged 797
		SP:Iteration 3F (44357.320000 sec): 3 clusters
  Score: Raw -2957608.801844 + Penalty 11473.739493 = -2946135.062351
  nChanged 634
		SP:Iteration 4F (44357.400000 sec): 3 clusters
  Score: Raw -2958166.720631 + Penalty 11473.739493 = -2946692.981139
  nChanged 548
		SP:Iteration 5Q (44357.490000 sec): 3 clusters
  Score: Raw -2958650.122743 + Penalty 11473.739493 = -2947176.383250
  nChanged 452
		SP:Iteration 6Q (44357.570000 sec): 3 clusters
  Score: Raw -2959020.755295 + Penalty 11473.739493 = -2947547.015802
  nChanged 403
		SP:Iteration 7Q (44357.660000 sec): 3 clusters
  Score: Raw -2959323.774135 + Penalty 11473.739493 = -2947850.034642
  nChanged 371
		SP:Iteration 8Q (44357.740000 sec): 3 clusters
  Score: Raw -2959549.995208 + Penalty 11473.739493 = -2948076.255715
  nChanged 268
		SP:Iteration 9Q (44357.820000 sec): 3 clusters
  Score: Raw -2959712.850296 + Penalty 11473.739493 = -2948239.110803
  nChanged 254
		SP:Iteration 10Q (44357.910000 sec): 3 clusters
  Score: Raw -2959902.573672 + Penalty 11473.739493 = -2948428.834179
  nChanged 243
		SP:Iteration 11Q (44357.990000 sec): 3 clusters
  Score: Raw -2960077.989694 + Penalty 11473.739493 = -2948604.250201
  nChanged 227
		SP:Iteration 12Q (44358.070000 sec): 3 clusters
  Score: Raw -2960235.936270 + Penalty 11473.739493 = -2948762.196777
  nChanged 193
		SP:Iteration 13Q (44358.160000 sec): 3 clusters
  Score: Raw -2960360.828772 + Penalty 11473.739493 = -2948887.089279
  nChanged 167
		SP:Iteration 14Q (44358.240000 sec): 3 clusters
  Score: Raw -2960459.791269 + Penalty 11473.739493 = -2948986.051776
  nChanged 145
		SP:Iteration 15Q (44358.320000 sec): 3 clusters
  Score: Raw -2960538.392345 + Penalty 11473.739493 = -2949064.652852
  nChanged 135
		SP:Iteration 16Q (44358.400000 sec): 3 clusters
  Score: Raw -2960606.694741 + Penalty 11473.739493 = -2949132.955248
  nChanged 118
		SP:Iteration 17Q (44358.480000 sec): 3 clusters
  Score: Raw -2960666.005930 + Penalty 11473.739493 = -2949192.266437
  nChanged 109
		SP:Iteration 18Q (44358.560000 sec): 3 clusters
  Score: Raw -2960716.458889 + Penalty 11473.739493 = -2949242.719396
  nChanged 102
		SP:Iteration 19Q (44358.640000 sec): 3 clusters
  Score: Raw -2960760.511730 + Penalty 11473.739493 = -2949286.772237
  nChanged 93
		SP:Iteration 20F (44358.730000 sec): 3 clusters
  Score: Raw -2960803.149841 + Penalty 11473.739493 = -2949329.410348
  nChanged 97
		SP:Iteration 21Q (44358.810000 sec): 3 clusters
  Score: Raw -2960844.744594 + Penalty 11473.739493 = -2949371.005101
  nChanged 90
		SP:Iteration 22Q (44358.890000 sec): 3 clusters
  Score: Raw -2960877.143612 + Penalty 11473.739493 = -2949403.404119
  nChanged 77
		SP:Iteration 23Q (44358.970000 sec): 3 clusters
  Score: Raw -2960908.965442 + Penalty 11473.739493 = -2949435.225949
  nChanged 83
		SP:Iteration 24Q (44359.050000 sec): 3 clusters
  Score: Raw -2960942.360196 + Penalty 11473.739493 = -2949468.620703
  nChanged 77
		SP:Iteration 25Q (44359.130000 sec): 3 clusters
  Score: Raw -2960972.504691 + Penalty 11473.739493 = -2949498.765199
  nChanged 75
		SP:Iteration 26Q (44359.210000 sec): 3 clusters
  Score: Raw -2961001.520166 + Penalty 11473.739493 = -2949527.780673
  nChanged 62
		SP:Iteration 27Q (44359.290000 sec): 3 clusters
  Score: Raw -2961021.787615 + Penalty 11473.739493 = -2949548.048122
  nChanged 53
		SP:Iteration 28Q (44359.370000 sec): 3 clusters
  Score: Raw -2961039.551031 + Penalty 11473.739493 = -2949565.811538
  nChanged 45
		SP:Iteration 29Q (44359.450000 sec): 3 clusters
  Score: Raw -2961051.286909 + Penalty 11473.739493 = -2949577.547416
  nChanged 36
		SP:Iteration 30Q (44359.530000 sec): 3 clusters
  Score: Raw -2961065.766618 + Penalty 11473.739493 = -2949592.027125
  nChanged 38
		SP:Iteration 31Q (44359.610000 sec): 3 clusters
  Score: Raw -2961081.739566 + Penalty 11473.739493 = -2949608.000073
  nChanged 47
		SP:Iteration 32Q (44359.690000 sec): 3 clusters
  Score: Raw -2961098.084123 + Penalty 11473.739493 = -2949624.344630
  nChanged 37
		SP:Iteration 33Q (44359.770000 sec): 3 clusters
  Score: Raw -2961109.844780 + Penalty 11473.739493 = -2949636.105287
  nChanged 28
		SP:Iteration 34Q (44359.850000 sec): 3 clusters
  Score: Raw -2961118.120213 + Penalty 11473.739493 = -2949644.380720
  nChanged 20
		SP:Iteration 35Q (44359.930000 sec): 3 clusters
  Score: Raw -2961123.361090 + Penalty 11473.739493 = -2949649.621597
  nChanged 13
		SP:Iteration 36Q (44360.010000 sec): 3 clusters
  Score: Raw -2961127.629355 + Penalty 11473.739493 = -2949653.889862
  nChanged 13
		SP:Iteration 37Q (44360.090000 sec): 3 clusters
  Score: Raw -2961131.820849 + Penalty 11473.739493 = -2949658.081356
  nChanged 17
		SP:Iteration 38Q (44360.170000 sec): 3 clusters
  Score: Raw -2961136.355205 + Penalty 11473.739493 = -2949662.615712
  nChanged 21
		SP:Iteration 39Q (44360.250000 sec): 3 clusters
  Score: Raw -2961142.598600 + Penalty 11473.739493 = -2949668.859107
  nChanged 15
		SP:Iteration 40F (44360.340000 sec): 3 clusters
  Score: Raw -2961146.406344 + Penalty 11473.739493 = -2949672.666851
  nChanged 13
		SP:Iteration 41Q (44360.420000 sec): 3 clusters
  Score: Raw -2961149.824184 + Penalty 11473.739493 = -2949676.084691
  nChanged 10
		SP:Iteration 42Q (44360.500000 sec): 3 clusters
  Score: Raw -2961152.356843 + Penalty 11473.739493 = -2949678.617350
  nChanged 11
		SP:Iteration 43Q (44360.580000 sec): 3 clusters
  Score: Raw -2961155.778894 + Penalty 11473.739493 = -2949682.039401
  nChanged 13
		SP:Iteration 44Q (44360.660000 sec): 3 clusters
  Score: Raw -2961160.072876 + Penalty 11473.739493 = -2949686.333383
  nChanged 17
		SP:Iteration 45Q (44360.740000 sec): 3 clusters
  Score: Raw -2961163.928587 + Penalty 11473.739493 = -2949690.189094
  nChanged 12
		SP:Iteration 46Q (44360.820000 sec): 3 clusters
  Score: Raw -2961166.862849 + Penalty 11473.739493 = -2949693.123356
  nChanged 8
		SP:Iteration 47Q (44360.900000 sec): 3 clusters
  Score: Raw -2961169.600176 + Penalty 11473.739493 = -2949695.860683
  nChanged 10
		SP:Iteration 48Q (44360.980000 sec): 3 clusters
  Score: Raw -2961173.289733 + Penalty 11473.739493 = -2949699.550240
  nChanged 13
		SP:Iteration 49Q (44361.060000 sec): 3 clusters
  Score: Raw -2961178.794400 + Penalty 11473.739493 = -2949705.054907
  nChanged 12
		SP:Iteration 50Q (44361.140000 sec): 3 clusters
  Score: Raw -2961184.011947 + Penalty 11473.739493 = -2949710.272454
  nChanged 18
		SP:Iteration 51Q (44361.220000 sec): 3 clusters
  Score: Raw -2961190.447158 + Penalty 11473.739493 = -2949716.707665
  nChanged 16
		SP:Iteration 52Q (44361.300000 sec): 3 clusters
  Score: Raw -2961194.413156 + Penalty 11473.739493 = -2949720.673663
  nChanged 14
		SP:Iteration 53Q (44361.380000 sec): 3 clusters
  Score: Raw -2961198.292004 + Penalty 11473.739493 = -2949724.552511
  nChanged 14
		SP:Iteration 54Q (44361.460000 sec): 3 clusters
  Score: Raw -2961201.638048 + Penalty 11473.739493 = -2949727.898555
  nChanged 9
		SP:Iteration 55Q (44361.540000 sec): 3 clusters
  Score: Raw -2961203.727897 + Penalty 11473.739493 = -2949729.988404
  nChanged 6
		SP:Iteration 56Q (44361.620000 sec): 3 clusters
  Score: Raw -2961205.467232 + Penalty 11473.739493 = -2949731.727739
  nChanged 10
		SP:Iteration 57Q (44361.700000 sec): 3 clusters
  Score: Raw -2961208.255633 + Penalty 11473.739493 = -2949734.516140
  nChanged 13
		SP:Iteration 58Q (44361.780000 sec): 3 clusters
  Score: Raw -2961211.855486 + Penalty 11473.739493 = -2949738.115993
  nChanged 13
		SP:Iteration 59Q (44361.860000 sec): 3 clusters
  Score: Raw -2961214.771496 + Penalty 11473.739493 = -2949741.032003
  nChanged 7
		SP:Iteration 60F (44361.940000 sec): 3 clusters
  Score: Raw -2961216.456259 + Penalty 11473.739493 = -2949742.716766
  nChanged 10
		SP:Iteration 61Q (44362.020000 sec): 3 clusters
  Score: Raw -2961219.290830 + Penalty 11473.739493 = -2949745.551337
  nChanged 14
		SP:Iteration 62Q (44362.100000 sec): 3 clusters
  Score: Raw -2961223.892694 + Penalty 11473.739493 = -2949750.153201
  nChanged 14
		SP:Iteration 63Q (44362.180000 sec): 3 clusters
  Score: Raw -2961227.872112 + Penalty 11473.739493 = -2949754.132619
  nChanged 15
		SP:Iteration 64Q (44362.260000 sec): 3 clusters
  Score: Raw -2961231.457689 + Penalty 11473.739493 = -2949757.718196
  nChanged 11
		SP:Iteration 65Q (44362.340000 sec): 3 clusters
  Score: Raw -2961234.856866 + Penalty 11473.739493 = -2949761.117373
  nChanged 16
		SP:Iteration 66Q (44362.420000 sec): 3 clusters
  Score: Raw -2961240.036354 + Penalty 11473.739493 = -2949766.296861
  nChanged 12
		SP:Iteration 67Q (44362.500000 sec): 3 clusters
  Score: Raw -2961243.287726 + Penalty 11473.739493 = -2949769.548233
  nChanged 13
		SP:Iteration 68Q (44362.580000 sec): 3 clusters
  Score: Raw -2961246.626737 + Penalty 11473.739493 = -2949772.887244
  nChanged 8
		SP:Iteration 69Q (44362.660000 sec): 3 clusters
  Score: Raw -2961249.135871 + Penalty 11473.739493 = -2949775.396378
  nChanged 12
		SP:Iteration 70Q (44362.740000 sec): 3 clusters
  Score: Raw -2961252.096847 + Penalty 11473.739493 = -2949778.357355
  nChanged 10
		SP:Iteration 71Q (44362.820000 sec): 3 clusters
  Score: Raw -2961254.965783 + Penalty 11473.739493 = -2949781.226290
  nChanged 10
		SP:Iteration 72Q (44362.900000 sec): 3 clusters
  Score: Raw -2961257.769241 + Penalty 11473.739493 = -2949784.029748
  nChanged 4
		SP:Iteration 73Q (44362.980000 sec): 3 clusters
  Score: Raw -2961258.998690 + Penalty 11473.739493 = -2949785.259197
  nChanged 3
		SP:Iteration 74Q (44363.060000 sec): 3 clusters
  Score: Raw -2961259.633194 + Penalty 11473.739493 = -2949785.893701
  nChanged 1
		SP:Iteration 75Q (44363.140000 sec): 3 clusters
  Score: Raw -2961259.836679 + Penalty 11473.739493 = -2949786.097187
  nChanged 0
		SP:Iteration 76F (44363.230000 sec): 3 clusters
  Score: Raw -2961259.836679 + Penalty 11473.739493 = -2949786.097187
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44363.350000 sec): 2 clusters
  Score: Raw -4742588.965810 + Penalty 6001.318781 = -4736587.647028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44363.490000 sec): 3 clusters
  Score: Raw -4733471.402068 + Penalty 12002.637563 = -4721468.764506
  nChanged 7297
		SP:Iteration 1F (44363.620000 sec): 3 clusters
  Score: Raw -4737560.079124 + Penalty 12002.637563 = -4725557.441562
  nChanged 1272
		SP:Iteration 2F (44363.760000 sec): 3 clusters
  Score: Raw -4738333.577815 + Penalty 12002.637563 = -4726330.940252
  nChanged 987
		SP:Iteration 3F (44363.900000 sec): 3 clusters
  Score: Raw -4739052.713855 + Penalty 12002.637563 = -4727050.076292
  nChanged 947
		SP:Iteration 4F (44364.040000 sec): 3 clusters
  Score: Raw -4739818.264017 + Penalty 12002.637563 = -4727815.626454
  nChanged 973
		SP:Iteration 5F (44364.180000 sec): 3 clusters
  Score: Raw -4740563.751613 + Penalty 12002.637563 = -4728561.114050
  nChanged 1003
		SP:Iteration 6F (44364.310000 sec): 3 clusters
  Score: Raw -4741297.530531 + Penalty 12002.637563 = -4729294.892968
  nChanged 968
		SP:Iteration 7F (44364.450000 sec): 3 clusters
  Score: Raw -4741999.891340 + Penalty 12002.637563 = -4729997.253777
  nChanged 916
		SP:Iteration 8F (44364.590000 sec): 3 clusters
  Score: Raw -4742629.304250 + Penalty 12002.637563 = -4730626.666687
  nChanged 815
		SP:Iteration 9Q (44364.720000 sec): 3 clusters
  Score: Raw -4743168.943798 + Penalty 12002.637563 = -4731166.306236
  nChanged 716
		SP:Iteration 10Q (44364.860000 sec): 3 clusters
  Score: Raw -4743634.734568 + Penalty 12002.637563 = -4731632.097005
  nChanged 621
		SP:Iteration 11Q (44364.990000 sec): 3 clusters
  Score: Raw -4744019.879530 + Penalty 12002.637563 = -4732017.241967
  nChanged 564
		SP:Iteration 12Q (44365.120000 sec): 3 clusters
  Score: Raw -4744389.071068 + Penalty 12002.637563 = -4732386.433505
  nChanged 487
		SP:Iteration 13Q (44365.260000 sec): 3 clusters
  Score: Raw -4744716.721520 + Penalty 12002.637563 = -4732714.083957
  nChanged 435
		SP:Iteration 14Q (44365.390000 sec): 3 clusters
  Score: Raw -4745021.925809 + Penalty 12002.637563 = -4733019.288246
  nChanged 428
		SP:Iteration 15Q (44365.520000 sec): 3 clusters
  Score: Raw -4745337.635917 + Penalty 12002.637563 = -4733334.998354
  nChanged 405
		SP:Iteration 16Q (44365.660000 sec): 3 clusters
  Score: Raw -4745626.734147 + Penalty 12002.637563 = -4733624.096584
  nChanged 321
		SP:Iteration 17Q (44365.790000 sec): 3 clusters
  Score: Raw -4745841.245962 + Penalty 12002.637563 = -4733838.608399
  nChanged 280
		SP:Iteration 18Q (44365.920000 sec): 3 clusters
  Score: Raw -4746027.172357 + Penalty 12002.637563 = -4734024.534795
  nChanged 244
		SP:Iteration 19Q (44366.050000 sec): 3 clusters
  Score: Raw -4746186.348832 + Penalty 12002.637563 = -4734183.711269
  nChanged 229
		SP:Iteration 20F (44366.180000 sec): 3 clusters
  Score: Raw -4746321.875627 + Penalty 12002.637563 = -4734319.238065
  nChanged 180
		SP:Iteration 21Q (44366.310000 sec): 3 clusters
  Score: Raw -4746435.667559 + Penalty 12002.637563 = -4734433.029996
  nChanged 150
		SP:Iteration 22Q (44366.440000 sec): 3 clusters
  Score: Raw -4746523.708220 + Penalty 12002.637563 = -4734521.070657
  nChanged 142
		SP:Iteration 23Q (44366.560000 sec): 3 clusters
  Score: Raw -4746598.488202 + Penalty 12002.637563 = -4734595.850639
  nChanged 122
		SP:Iteration 24Q (44366.680000 sec): 3 clusters
  Score: Raw -4746658.765134 + Penalty 12002.637563 = -4734656.127571
  nChanged 100
		SP:Iteration 25Q (44366.810000 sec): 3 clusters
  Score: Raw -4746696.902499 + Penalty 12002.637563 = -4734694.264936
  nChanged 74
		SP:Iteration 26Q (44366.930000 sec): 3 clusters
  Score: Raw -4746725.381199 + Penalty 12002.637563 = -4734722.743637
  nChanged 63
		SP:Iteration 27Q (44367.050000 sec): 3 clusters
  Score: Raw -4746745.896893 + Penalty 12002.637563 = -4734743.259330
  nChanged 42
		SP:Iteration 28Q (44367.170000 sec): 3 clusters
  Score: Raw -4746758.329470 + Penalty 12002.637563 = -4734755.691907
  nChanged 32
		SP:Iteration 29Q (44367.290000 sec): 3 clusters
  Score: Raw -4746766.592394 + Penalty 12002.637563 = -4734763.954831
  nChanged 17
		SP:Iteration 30Q (44367.410000 sec): 3 clusters
  Score: Raw -4746771.381362 + Penalty 12002.637563 = -4734768.743799
  nChanged 12
		SP:Iteration 31Q (44367.530000 sec): 3 clusters
  Score: Raw -4746774.291766 + Penalty 12002.637563 = -4734771.654203
  nChanged 6
		SP:Iteration 32Q (44367.650000 sec): 3 clusters
  Score: Raw -4746775.761087 + Penalty 12002.637563 = -4734773.123525
  nChanged 7
		SP:Iteration 33Q (44367.770000 sec): 3 clusters
  Score: Raw -4746777.252688 + Penalty 12002.637563 = -4734774.615126
  nChanged 6
		SP:Iteration 34Q (44367.890000 sec): 3 clusters
  Score: Raw -4746778.585656 + Penalty 12002.637563 = -4734775.948093
  nChanged 6
		SP:Iteration 35Q (44368.010000 sec): 3 clusters
  Score: Raw -4746780.508584 + Penalty 12002.637563 = -4734777.871021
  nChanged 5
		SP:Iteration 36Q (44368.140000 sec): 3 clusters
  Score: Raw -4746781.733445 + Penalty 12002.637563 = -4734779.095883
  nChanged 7
		SP:Iteration 37Q (44368.260000 sec): 3 clusters
  Score: Raw -4746783.537045 + Penalty 12002.637563 = -4734780.899482
  nChanged 8
		SP:Iteration 38Q (44368.380000 sec): 3 clusters
  Score: Raw -4746785.616012 + Penalty 12002.637563 = -4734782.978449
  nChanged 4
		SP:Iteration 39Q (44368.500000 sec): 3 clusters
  Score: Raw -4746786.352318 + Penalty 12002.637563 = -4734783.714755
  nChanged 4
		SP:Iteration 40F (44368.630000 sec): 3 clusters
  Score: Raw -4746787.046697 + Penalty 12002.637563 = -4734784.409134
  nChanged 3
		SP:Iteration 41Q (44368.750000 sec): 3 clusters
  Score: Raw -4746787.487036 + Penalty 12002.637563 = -4734784.849473
  nChanged 1
		SP:Iteration 42Q (44368.870000 sec): 3 clusters
  Score: Raw -4746787.669492 + Penalty 12002.637563 = -4734785.031930
  nChanged 0
		SP:Iteration 43F (44369.010000 sec): 3 clusters
  Score: Raw -4746787.669492 + Penalty 12002.637563 = -4734785.031930
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44369.160000 sec): 2 clusters
  Score: Raw -6157097.665703 + Penalty 6151.916254 = -6150945.749448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44369.340000 sec): 3 clusters
  Score: Raw -6144813.561846 + Penalty 12303.832509 = -6132509.729337
  nChanged 9574
		SP:Iteration 1F (44369.510000 sec): 3 clusters
  Score: Raw -6149802.428737 + Penalty 12303.832509 = -6137498.596228
  nChanged 1521
		SP:Iteration 2F (44369.690000 sec): 3 clusters
  Score: Raw -6150539.816014 + Penalty 12303.832509 = -6138235.983505
  nChanged 1184
		SP:Iteration 3F (44369.860000 sec): 3 clusters
  Score: Raw -6151089.885030 + Penalty 12303.832509 = -6138786.052521
  nChanged 944
		SP:Iteration 4Q (44370.040000 sec): 3 clusters
  Score: Raw -6151486.193559 + Penalty 12303.832509 = -6139182.361050
  nChanged 783
		SP:Iteration 5Q (44370.210000 sec): 3 clusters
  Score: Raw -6151789.128747 + Penalty 12303.832509 = -6139485.296239
  nChanged 680
		SP:Iteration 6Q (44370.390000 sec): 3 clusters
  Score: Raw -6152026.947694 + Penalty 12303.832509 = -6139723.115185
  nChanged 627
		SP:Iteration 7Q (44370.560000 sec): 3 clusters
  Score: Raw -6152238.646422 + Penalty 12303.832509 = -6139934.813913
  nChanged 537
		SP:Iteration 8Q (44370.740000 sec): 3 clusters
  Score: Raw -6152402.411872 + Penalty 12303.832509 = -6140098.579363
  nChanged 459
		SP:Iteration 9Q (44370.910000 sec): 3 clusters
  Score: Raw -6152541.392195 + Penalty 12303.832509 = -6140237.559686
  nChanged 374
		SP:Iteration 10Q (44371.090000 sec): 3 clusters
  Score: Raw -6152647.075420 + Penalty 12303.832509 = -6140343.242911
  nChanged 350
		SP:Iteration 11Q (44371.260000 sec): 3 clusters
  Score: Raw -6152737.119141 + Penalty 12303.832509 = -6140433.286632
  nChanged 312
		SP:Iteration 12Q (44371.440000 sec): 3 clusters
  Score: Raw -6152812.355718 + Penalty 12303.832509 = -6140508.523209
  nChanged 284
		SP:Iteration 13Q (44371.610000 sec): 3 clusters
  Score: Raw -6152886.890653 + Penalty 12303.832509 = -6140583.058144
  nChanged 292
		SP:Iteration 14Q (44371.790000 sec): 3 clusters
  Score: Raw -6152962.643720 + Penalty 12303.832509 = -6140658.811212
  nChanged 277
		SP:Iteration 15Q (44371.960000 sec): 3 clusters
  Score: Raw -6153034.168210 + Penalty 12303.832509 = -6140730.335701
  nChanged 278
		SP:Iteration 16Q (44372.140000 sec): 3 clusters
  Score: Raw -6153109.547259 + Penalty 12303.832509 = -6140805.714750
  nChanged 285
		SP:Iteration 17Q (44372.320000 sec): 3 clusters
  Score: Raw -6153180.748945 + Penalty 12303.832509 = -6140876.916436
  nChanged 246
		SP:Iteration 18Q (44372.490000 sec): 3 clusters
  Score: Raw -6153240.920829 + Penalty 12303.832509 = -6140937.088320
  nChanged 241
		SP:Iteration 19Q (44372.670000 sec): 3 clusters
  Score: Raw -6153300.737931 + Penalty 12303.832509 = -6140996.905422
  nChanged 249
		SP:Iteration 20F (44372.840000 sec): 3 clusters
  Score: Raw -6153370.393209 + Penalty 12303.832509 = -6141066.560700
  nChanged 273
		SP:Iteration 21Q (44373.010000 sec): 3 clusters
  Score: Raw -6153448.564681 + Penalty 12303.832509 = -6141144.732172
  nChanged 305
		SP:Iteration 22Q (44373.190000 sec): 3 clusters
  Score: Raw -6153538.470967 + Penalty 12303.832509 = -6141234.638458
  nChanged 327
		SP:Iteration 23Q (44373.370000 sec): 3 clusters
  Score: Raw -6153639.610861 + Penalty 12303.832509 = -6141335.778352
  nChanged 369
		SP:Iteration 24Q (44373.540000 sec): 3 clusters
  Score: Raw -6153761.047778 + Penalty 12303.832509 = -6141457.215269
  nChanged 411
		SP:Iteration 25Q (44373.710000 sec): 3 clusters
  Score: Raw -6153916.917241 + Penalty 12303.832509 = -6141613.084732
  nChanged 463
		SP:Iteration 26Q (44373.890000 sec): 3 clusters
  Score: Raw -6154102.495618 + Penalty 12303.832509 = -6141798.663109
  nChanged 496
		SP:Iteration 27Q (44374.070000 sec): 3 clusters
  Score: Raw -6154303.018676 + Penalty 12303.832509 = -6141999.186167
  nChanged 496
		SP:Iteration 28Q (44374.240000 sec): 3 clusters
  Score: Raw -6154508.353132 + Penalty 12303.832509 = -6142204.520623
  nChanged 529
		SP:Iteration 29Q (44374.410000 sec): 3 clusters
  Score: Raw -6154738.575002 + Penalty 12303.832509 = -6142434.742493
  nChanged 534
		SP:Iteration 30Q (44374.590000 sec): 3 clusters
  Score: Raw -6154986.539260 + Penalty 12303.832509 = -6142682.706751
  nChanged 565
		SP:Iteration 31Q (44374.760000 sec): 3 clusters
  Score: Raw -6155281.982734 + Penalty 12303.832509 = -6142978.150225
  nChanged 592
		SP:Iteration 32Q (44374.930000 sec): 3 clusters
  Score: Raw -6155607.530564 + Penalty 12303.832509 = -6143303.698055
  nChanged 571
		SP:Iteration 33Q (44375.110000 sec): 3 clusters
  Score: Raw -6155936.907117 + Penalty 12303.832509 = -6143633.074608
  nChanged 538
		SP:Iteration 34Q (44375.280000 sec): 3 clusters
  Score: Raw -6156245.589231 + Penalty 12303.832509 = -6143941.756723
  nChanged 463
		SP:Iteration 35Q (44375.450000 sec): 3 clusters
  Score: Raw -6156510.451885 + Penalty 12303.832509 = -6144206.619376
  nChanged 411
		SP:Iteration 36Q (44375.630000 sec): 3 clusters
  Score: Raw -6156768.568121 + Penalty 12303.832509 = -6144464.735612
  nChanged 380
		SP:Iteration 37Q (44375.800000 sec): 3 clusters
  Score: Raw -6156985.814241 + Penalty 12303.832509 = -6144681.981732
  nChanged 313
		SP:Iteration 38Q (44375.970000 sec): 3 clusters
  Score: Raw -6157173.737588 + Penalty 12303.832509 = -6144869.905080
  nChanged 261
		SP:Iteration 39Q (44376.130000 sec): 3 clusters
  Score: Raw -6157337.792709 + Penalty 12303.832509 = -6145033.960200
  nChanged 236
		SP:Iteration 40F (44376.310000 sec): 3 clusters
  Score: Raw -6157502.324195 + Penalty 12303.832509 = -6145198.491686
  nChanged 186
		SP:Iteration 41Q (44376.470000 sec): 3 clusters
  Score: Raw -6157635.501638 + Penalty 12303.832509 = -6145331.669129
  nChanged 162
		SP:Iteration 42Q (44376.630000 sec): 3 clusters
  Score: Raw -6157761.838758 + Penalty 12303.832509 = -6145458.006249
  nChanged 149
		SP:Iteration 43Q (44376.790000 sec): 3 clusters
  Score: Raw -6157884.475611 + Penalty 12303.832509 = -6145580.643102
  nChanged 136
		SP:Iteration 44Q (44376.950000 sec): 3 clusters
  Score: Raw -6157976.056042 + Penalty 12303.832509 = -6145672.223533
  nChanged 98
		SP:Iteration 45Q (44377.100000 sec): 3 clusters
  Score: Raw -6158042.694312 + Penalty 12303.832509 = -6145738.861804
  nChanged 60
		SP:Iteration 46Q (44377.250000 sec): 3 clusters
  Score: Raw -6158084.551761 + Penalty 12303.832509 = -6145780.719252
  nChanged 50
		SP:Iteration 47Q (44377.400000 sec): 3 clusters
  Score: Raw -6158113.934724 + Penalty 12303.832509 = -6145810.102215
  nChanged 37
		SP:Iteration 48Q (44377.550000 sec): 3 clusters
  Score: Raw -6158141.121724 + Penalty 12303.832509 = -6145837.289215
  nChanged 31
		SP:Iteration 49Q (44377.700000 sec): 3 clusters
  Score: Raw -6158160.467700 + Penalty 12303.832509 = -6145856.635191
  nChanged 18
		SP:Iteration 50Q (44377.850000 sec): 3 clusters
  Score: Raw -6158173.652554 + Penalty 12303.832509 = -6145869.820045
  nChanged 21
		SP:Iteration 51Q (44377.990000 sec): 3 clusters
  Score: Raw -6158187.885168 + Penalty 12303.832509 = -6145884.052659
  nChanged 16
		SP:Iteration 52Q (44378.140000 sec): 3 clusters
  Score: Raw -6158198.013150 + Penalty 12303.832509 = -6145894.180641
  nChanged 16
		SP:Iteration 53Q (44378.290000 sec): 3 clusters
  Score: Raw -6158207.881206 + Penalty 12303.832509 = -6145904.048697
  nChanged 10
		SP:Iteration 54Q (44378.430000 sec): 3 clusters
  Score: Raw -6158213.290152 + Penalty 12303.832509 = -6145909.457643
  nChanged 5
		SP:Iteration 55Q (44378.580000 sec): 3 clusters
  Score: Raw -6158216.490368 + Penalty 12303.832509 = -6145912.657859
  nChanged 9
		SP:Iteration 56Q (44378.730000 sec): 3 clusters
  Score: Raw -6158222.632027 + Penalty 12303.832509 = -6145918.799519
  nChanged 7
		SP:Iteration 57Q (44378.870000 sec): 3 clusters
  Score: Raw -6158228.736885 + Penalty 12303.832509 = -6145924.904376
  nChanged 8
		SP:Iteration 58Q (44379.020000 sec): 3 clusters
  Score: Raw -6158233.237808 + Penalty 12303.832509 = -6145929.405299
  nChanged 9
		SP:Iteration 59Q (44379.160000 sec): 3 clusters
  Score: Raw -6158238.762207 + Penalty 12303.832509 = -6145934.929698
  nChanged 9
		SP:Iteration 60F (44379.330000 sec): 3 clusters
  Score: Raw -6158244.694191 + Penalty 12303.832509 = -6145940.861682
  nChanged 12
		SP:Iteration 61Q (44379.480000 sec): 3 clusters
  Score: Raw -6158251.529814 + Penalty 12303.832509 = -6145947.697305
  nChanged 5
		SP:Iteration 62Q (44379.630000 sec): 3 clusters
  Score: Raw -6158255.262694 + Penalty 12303.832509 = -6145951.430186
  nChanged 8
		SP:Iteration 63Q (44379.770000 sec): 3 clusters
  Score: Raw -6158261.137792 + Penalty 12303.832509 = -6145957.305283
  nChanged 5
		SP:Iteration 64Q (44379.910000 sec): 3 clusters
  Score: Raw -6158264.539135 + Penalty 12303.832509 = -6145960.706626
  nChanged 7
		SP:Iteration 65Q (44380.060000 sec): 3 clusters
  Score: Raw -6158269.985031 + Penalty 12303.832509 = -6145966.152522
  nChanged 6
		SP:Iteration 66Q (44380.210000 sec): 3 clusters
  Score: Raw -6158273.634751 + Penalty 12303.832509 = -6145969.802242
  nChanged 5
		SP:Iteration 67Q (44380.350000 sec): 3 clusters
  Score: Raw -6158276.783417 + Penalty 12303.832509 = -6145972.950908
  nChanged 5
		SP:Iteration 68Q (44380.490000 sec): 3 clusters
  Score: Raw -6158281.945646 + Penalty 12303.832509 = -6145978.113137
  nChanged 12
		SP:Iteration 69Q (44380.640000 sec): 3 clusters
  Score: Raw -6158289.730060 + Penalty 12303.832509 = -6145985.897551
  nChanged 9
		SP:Iteration 70Q (44380.780000 sec): 3 clusters
  Score: Raw -6158297.083284 + Penalty 12303.832509 = -6145993.250775
  nChanged 7
		SP:Iteration 71Q (44380.930000 sec): 3 clusters
  Score: Raw -6158302.979148 + Penalty 12303.832509 = -6145999.146639
  nChanged 8
		SP:Iteration 72Q (44381.070000 sec): 3 clusters
  Score: Raw -6158309.495997 + Penalty 12303.832509 = -6146005.663488
  nChanged 13
		SP:Iteration 73Q (44381.210000 sec): 3 clusters
  Score: Raw -6158320.520034 + Penalty 12303.832509 = -6146016.687525
  nChanged 14
		SP:Iteration 74Q (44381.350000 sec): 3 clusters
  Score: Raw -6158330.611099 + Penalty 12303.832509 = -6146026.778590
  nChanged 9
		SP:Iteration 75Q (44381.500000 sec): 3 clusters
  Score: Raw -6158338.249240 + Penalty 12303.832509 = -6146034.416731
  nChanged 10
		SP:Iteration 76Q (44381.640000 sec): 3 clusters
  Score: Raw -6158344.779306 + Penalty 12303.832509 = -6146040.946797
  nChanged 6
		SP:Iteration 77Q (44381.780000 sec): 3 clusters
  Score: Raw -6158348.034600 + Penalty 12303.832509 = -6146044.202091
  nChanged 1
		SP:Iteration 78Q (44381.920000 sec): 3 clusters
  Score: Raw -6158348.895389 + Penalty 12303.832509 = -6146045.062880
  nChanged 2
		SP:Iteration 79Q (44382.060000 sec): 3 clusters
  Score: Raw -6158349.920060 + Penalty 12303.832509 = -6146046.087551
  nChanged 4
		SP:Iteration 80F (44382.240000 sec): 3 clusters
  Score: Raw -6158352.318832 + Penalty 12303.832509 = -6146048.486323
  nChanged 3
		SP:Iteration 81Q (44382.380000 sec): 3 clusters
  Score: Raw -6158354.114858 + Penalty 12303.832509 = -6146050.282349
  nChanged 1
		SP:Iteration 82Q (44382.520000 sec): 3 clusters
  Score: Raw -6158354.569425 + Penalty 12303.832509 = -6146050.736916
  nChanged 0
		SP:Iteration 83F (44382.690000 sec): 3 clusters
  Score: Raw -6158354.569425 + Penalty 12303.832509 = -6146050.736916
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44382.830000 sec): 2 clusters
  Score: Raw -5272715.061333 + Penalty 6073.555410 = -5266641.505922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44382.990000 sec): 3 clusters
  Score: Raw -5262016.319305 + Penalty 12147.110821 = -5249869.208485
  nChanged 8234
		SP:Iteration 1F (44383.140000 sec): 3 clusters
  Score: Raw -5266427.712640 + Penalty 12147.110821 = -5254280.601820
  nChanged 1292
		SP:Iteration 2F (44383.290000 sec): 3 clusters
  Score: Raw -5267022.929258 + Penalty 12147.110821 = -5254875.818437
  nChanged 929
		SP:Iteration 3Q (44383.450000 sec): 3 clusters
  Score: Raw -5267431.659605 + Penalty 12147.110821 = -5255284.548785
  nChanged 804
		SP:Iteration 4Q (44383.600000 sec): 3 clusters
  Score: Raw -5267774.262661 + Penalty 12147.110821 = -5255627.151840
  nChanged 728
		SP:Iteration 5Q (44383.760000 sec): 3 clusters
  Score: Raw -5268118.414266 + Penalty 12147.110821 = -5255971.303445
  nChanged 744
		SP:Iteration 6Q (44383.920000 sec): 3 clusters
  Score: Raw -5268521.170877 + Penalty 12147.110821 = -5256374.060056
  nChanged 807
		SP:Iteration 7Q (44384.070000 sec): 3 clusters
  Score: Raw -5268983.667180 + Penalty 12147.110821 = -5256836.556359
  nChanged 884
		SP:Iteration 8Q (44384.220000 sec): 3 clusters
  Score: Raw -5269524.664654 + Penalty 12147.110821 = -5257377.553834
  nChanged 961
		SP:Iteration 9Q (44384.380000 sec): 3 clusters
  Score: Raw -5270169.582249 + Penalty 12147.110821 = -5258022.471429
  nChanged 967
		SP:Iteration 10Q (44384.530000 sec): 3 clusters
  Score: Raw -5270846.350507 + Penalty 12147.110821 = -5258699.239687
  nChanged 891
		SP:Iteration 11Q (44384.680000 sec): 3 clusters
  Score: Raw -5271523.550892 + Penalty 12147.110821 = -5259376.440071
  nChanged 867
		SP:Iteration 12Q (44384.840000 sec): 3 clusters
  Score: Raw -5272195.311251 + Penalty 12147.110821 = -5260048.200430
  nChanged 703
		SP:Iteration 13Q (44384.990000 sec): 3 clusters
  Score: Raw -5272761.803861 + Penalty 12147.110821 = -5260614.693040
  nChanged 566
		SP:Iteration 14Q (44385.140000 sec): 3 clusters
  Score: Raw -5273209.558044 + Penalty 12147.110821 = -5261062.447223
  nChanged 409
		SP:Iteration 15Q (44385.290000 sec): 3 clusters
  Score: Raw -5273530.766523 + Penalty 12147.110821 = -5261383.655703
  nChanged 309
		SP:Iteration 16Q (44385.440000 sec): 3 clusters
  Score: Raw -5273783.669972 + Penalty 12147.110821 = -5261636.559151
  nChanged 223
		SP:Iteration 17Q (44385.580000 sec): 3 clusters
  Score: Raw -5273957.279708 + Penalty 12147.110821 = -5261810.168887
  nChanged 164
		SP:Iteration 18Q (44385.720000 sec): 3 clusters
  Score: Raw -5274078.096066 + Penalty 12147.110821 = -5261930.985246
  nChanged 133
		SP:Iteration 19Q (44385.860000 sec): 3 clusters
  Score: Raw -5274172.471354 + Penalty 12147.110821 = -5262025.360533
  nChanged 91
		SP:Iteration 20F (44386.020000 sec): 3 clusters
  Score: Raw -5274243.222313 + Penalty 12147.110821 = -5262096.111492
  nChanged 71
		SP:Iteration 21Q (44386.150000 sec): 3 clusters
  Score: Raw -5274294.993208 + Penalty 12147.110821 = -5262147.882387
  nChanged 49
		SP:Iteration 22Q (44386.290000 sec): 3 clusters
  Score: Raw -5274331.621458 + Penalty 12147.110821 = -5262184.510637
  nChanged 42
		SP:Iteration 23Q (44386.420000 sec): 3 clusters
  Score: Raw -5274366.941969 + Penalty 12147.110821 = -5262219.831149
  nChanged 41
		SP:Iteration 24Q (44386.560000 sec): 3 clusters
  Score: Raw -5274397.329267 + Penalty 12147.110821 = -5262250.218447
  nChanged 27
		SP:Iteration 25Q (44386.700000 sec): 3 clusters
  Score: Raw -5274416.625996 + Penalty 12147.110821 = -5262269.515175
  nChanged 12
		SP:Iteration 26Q (44386.830000 sec): 3 clusters
  Score: Raw -5274426.252993 + Penalty 12147.110821 = -5262279.142172
  nChanged 14
		SP:Iteration 27Q (44386.960000 sec): 3 clusters
  Score: Raw -5274436.151267 + Penalty 12147.110821 = -5262289.040446
  nChanged 13
		SP:Iteration 28Q (44387.090000 sec): 3 clusters
  Score: Raw -5274446.250075 + Penalty 12147.110821 = -5262299.139255
  nChanged 12
		SP:Iteration 29Q (44387.230000 sec): 3 clusters
  Score: Raw -5274454.232511 + Penalty 12147.110821 = -5262307.121690
  nChanged 6
		SP:Iteration 30Q (44387.360000 sec): 3 clusters
  Score: Raw -5274459.098459 + Penalty 12147.110821 = -5262311.987638
  nChanged 6
		SP:Iteration 31Q (44387.490000 sec): 3 clusters
  Score: Raw -5274462.803325 + Penalty 12147.110821 = -5262315.692504
  nChanged 3
		SP:Iteration 32Q (44387.620000 sec): 3 clusters
  Score: Raw -5274464.602261 + Penalty 12147.110821 = -5262317.491440
  nChanged 3
		SP:Iteration 33Q (44387.750000 sec): 3 clusters
  Score: Raw -5274466.019507 + Penalty 12147.110821 = -5262318.908687
  nChanged 2
		SP:Iteration 34Q (44387.880000 sec): 3 clusters
  Score: Raw -5274467.974258 + Penalty 12147.110821 = -5262320.863438
  nChanged 0
		SP:Iteration 35F (44388.040000 sec): 3 clusters
  Score: Raw -5274467.974258 + Penalty 12147.110821 = -5262320.863438
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44388.060000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44388.060000 sec): 3 clusters
  Score: Raw -66756.362658 + Penalty 6825.888689 = -59930.473969
  nChanged 4
		SP:Iteration 1Q (44388.060000 sec): 3 clusters
  Score: Raw -66781.341430 + Penalty 6825.888689 = -59955.452741
  nChanged 0
		SP:Iteration 2F (44388.060000 sec): 3 clusters
  Score: Raw -66781.341430 + Penalty 6825.888689 = -59955.452741
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (22603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44388.220000 sec): 2 clusters
  Score: Raw -5987688.408997 + Penalty 6140.825726 = -5981547.583271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44388.400000 sec): 3 clusters
  Score: Raw -5975692.521168 + Penalty 12281.651452 = -5963410.869716
  nChanged 9261
		SP:Iteration 1F (44388.570000 sec): 3 clusters
  Score: Raw -5980711.605706 + Penalty 12281.651452 = -5968429.954254
  nChanged 1484
		SP:Iteration 2F (44388.750000 sec): 3 clusters
  Score: Raw -5981359.146731 + Penalty 12281.651452 = -5969077.495279
  nChanged 1055
		SP:Iteration 3Q (44388.920000 sec): 3 clusters
  Score: Raw -5981797.027371 + Penalty 12281.651452 = -5969515.375920
  nChanged 847
		SP:Iteration 4Q (44389.090000 sec): 3 clusters
  Score: Raw -5982131.815211 + Penalty 12281.651452 = -5969850.163760
  nChanged 724
		SP:Iteration 5Q (44389.260000 sec): 3 clusters
  Score: Raw -5982428.306955 + Penalty 12281.651452 = -5970146.655503
  nChanged 673
		SP:Iteration 6Q (44389.430000 sec): 3 clusters
  Score: Raw -5982718.287430 + Penalty 12281.651452 = -5970436.635978
  nChanged 669
		SP:Iteration 7Q (44389.610000 sec): 3 clusters
  Score: Raw -5982997.059248 + Penalty 12281.651452 = -5970715.407796
  nChanged 645
		SP:Iteration 8Q (44389.780000 sec): 3 clusters
  Score: Raw -5983267.889333 + Penalty 12281.651452 = -5970986.237881
  nChanged 624
		SP:Iteration 9Q (44389.950000 sec): 3 clusters
  Score: Raw -5983553.560773 + Penalty 12281.651452 = -5971271.909321
  nChanged 708
		SP:Iteration 10Q (44390.120000 sec): 3 clusters
  Score: Raw -5983897.096219 + Penalty 12281.651452 = -5971615.444767
  nChanged 758
		SP:Iteration 11Q (44390.290000 sec): 3 clusters
  Score: Raw -5984298.813616 + Penalty 12281.651452 = -5972017.162165
  nChanged 823
		SP:Iteration 12Q (44390.470000 sec): 3 clusters
  Score: Raw -5984756.249168 + Penalty 12281.651452 = -5972474.597716
  nChanged 848
		SP:Iteration 13Q (44390.640000 sec): 3 clusters
  Score: Raw -5985238.884036 + Penalty 12281.651452 = -5972957.232585
  nChanged 865
		SP:Iteration 14Q (44390.810000 sec): 3 clusters
  Score: Raw -5985735.356229 + Penalty 12281.651452 = -5973453.704778
  nChanged 827
		SP:Iteration 15Q (44390.980000 sec): 3 clusters
  Score: Raw -5986152.293687 + Penalty 12281.651452 = -5973870.642235
  nChanged 705
		SP:Iteration 16Q (44391.150000 sec): 3 clusters
  Score: Raw -5986477.148067 + Penalty 12281.651452 = -5974195.496615
  nChanged 597
		SP:Iteration 17Q (44391.320000 sec): 3 clusters
  Score: Raw -5986736.522499 + Penalty 12281.651452 = -5974454.871048
  nChanged 510
		SP:Iteration 18Q (44391.490000 sec): 3 clusters
  Score: Raw -5986960.096403 + Penalty 12281.651452 = -5974678.444951
  nChanged 447
		SP:Iteration 19Q (44391.650000 sec): 3 clusters
  Score: Raw -5987145.224844 + Penalty 12281.651452 = -5974863.573392
  nChanged 369
		SP:Iteration 20F (44391.830000 sec): 3 clusters
  Score: Raw -5987307.089505 + Penalty 12281.651452 = -5975025.438053
  nChanged 356
		SP:Iteration 21Q (44391.990000 sec): 3 clusters
  Score: Raw -5987455.505216 + Penalty 12281.651452 = -5975173.853765
  nChanged 317
		SP:Iteration 22Q (44392.160000 sec): 3 clusters
  Score: Raw -5987585.109605 + Penalty 12281.651452 = -5975303.458153
  nChanged 298
		SP:Iteration 23Q (44392.320000 sec): 3 clusters
  Score: Raw -5987710.098122 + Penalty 12281.651452 = -5975428.446670
  nChanged 292
		SP:Iteration 24Q (44392.490000 sec): 3 clusters
  Score: Raw -5987843.192017 + Penalty 12281.651452 = -5975561.540566
  nChanged 277
		SP:Iteration 25Q (44392.650000 sec): 3 clusters
  Score: Raw -5987961.090766 + Penalty 12281.651452 = -5975679.439314
  nChanged 251
		SP:Iteration 26Q (44392.810000 sec): 3 clusters
  Score: Raw -5988063.909741 + Penalty 12281.651452 = -5975782.258289
  nChanged 211
		SP:Iteration 27Q (44392.970000 sec): 3 clusters
  Score: Raw -5988151.189957 + Penalty 12281.651452 = -5975869.538506
  nChanged 194
		SP:Iteration 28Q (44393.130000 sec): 3 clusters
  Score: Raw -5988230.789220 + Penalty 12281.651452 = -5975949.137769
  nChanged 173
		SP:Iteration 29Q (44393.290000 sec): 3 clusters
  Score: Raw -5988300.997681 + Penalty 12281.651452 = -5976019.346229
  nChanged 151
		SP:Iteration 30Q (44393.450000 sec): 3 clusters
  Score: Raw -5988359.797993 + Penalty 12281.651452 = -5976078.146541
  nChanged 132
		SP:Iteration 31Q (44393.610000 sec): 3 clusters
  Score: Raw -5988412.722506 + Penalty 12281.651452 = -5976131.071054
  nChanged 138
		SP:Iteration 32Q (44393.770000 sec): 3 clusters
  Score: Raw -5988474.110782 + Penalty 12281.651452 = -5976192.459330
  nChanged 135
		SP:Iteration 33Q (44393.920000 sec): 3 clusters
  Score: Raw -5988528.789438 + Penalty 12281.651452 = -5976247.137986
  nChanged 114
		SP:Iteration 34Q (44394.080000 sec): 3 clusters
  Score: Raw -5988579.141602 + Penalty 12281.651452 = -5976297.490150
  nChanged 109
		SP:Iteration 35Q (44394.230000 sec): 3 clusters
  Score: Raw -5988620.048591 + Penalty 12281.651452 = -5976338.397139
  nChanged 96
		SP:Iteration 36Q (44394.390000 sec): 3 clusters
  Score: Raw -5988653.737767 + Penalty 12281.651452 = -5976372.086315
  nChanged 79
		SP:Iteration 37Q (44394.550000 sec): 3 clusters
  Score: Raw -5988682.009321 + Penalty 12281.651452 = -5976400.357870
  nChanged 72
		SP:Iteration 38Q (44394.700000 sec): 3 clusters
  Score: Raw -5988709.329128 + Penalty 12281.651452 = -5976427.677677
  nChanged 80
		SP:Iteration 39Q (44394.850000 sec): 3 clusters
  Score: Raw -5988736.681747 + Penalty 12281.651452 = -5976455.030295
  nChanged 72
		SP:Iteration 40F (44395.020000 sec): 3 clusters
  Score: Raw -5988761.300455 + Penalty 12281.651452 = -5976479.649003
  nChanged 57
		SP:Iteration 41Q (44395.180000 sec): 3 clusters
  Score: Raw -5988779.285466 + Penalty 12281.651452 = -5976497.634014
  nChanged 46
		SP:Iteration 42Q (44395.330000 sec): 3 clusters
  Score: Raw -5988792.034308 + Penalty 12281.651452 = -5976510.382856
  nChanged 39
		SP:Iteration 43Q (44395.480000 sec): 3 clusters
  Score: Raw -5988804.501294 + Penalty 12281.651452 = -5976522.849842
  nChanged 42
		SP:Iteration 44Q (44395.630000 sec): 3 clusters
  Score: Raw -5988820.181512 + Penalty 12281.651452 = -5976538.530060
  nChanged 43
		SP:Iteration 45Q (44395.790000 sec): 3 clusters
  Score: Raw -5988834.391671 + Penalty 12281.651452 = -5976552.740219
  nChanged 36
		SP:Iteration 46Q (44395.940000 sec): 3 clusters
  Score: Raw -5988845.116142 + Penalty 12281.651452 = -5976563.464690
  nChanged 27
		SP:Iteration 47Q (44396.090000 sec): 3 clusters
  Score: Raw -5988853.844843 + Penalty 12281.651452 = -5976572.193391
  nChanged 25
		SP:Iteration 48Q (44396.240000 sec): 3 clusters
  Score: Raw -5988861.650158 + Penalty 12281.651452 = -5976579.998706
  nChanged 24
		SP:Iteration 49Q (44396.390000 sec): 3 clusters
  Score: Raw -5988868.632908 + Penalty 12281.651452 = -5976586.981456
  nChanged 23
		SP:Iteration 50Q (44396.540000 sec): 3 clusters
  Score: Raw -5988876.482900 + Penalty 12281.651452 = -5976594.831448
  nChanged 24
		SP:Iteration 51Q (44396.690000 sec): 3 clusters
  Score: Raw -5988885.670423 + Penalty 12281.651452 = -5976604.018972
  nChanged 21
		SP:Iteration 52Q (44396.840000 sec): 3 clusters
  Score: Raw -5988894.770856 + Penalty 12281.651452 = -5976613.119404
  nChanged 18
		SP:Iteration 53Q (44396.990000 sec): 3 clusters
  Score: Raw -5988900.632054 + Penalty 12281.651452 = -5976618.980602
  nChanged 23
		SP:Iteration 54Q (44397.150000 sec): 3 clusters
  Score: Raw -5988907.914990 + Penalty 12281.651452 = -5976626.263539
  nChanged 17
		SP:Iteration 55Q (44397.290000 sec): 3 clusters
  Score: Raw -5988914.225486 + Penalty 12281.651452 = -5976632.574034
  nChanged 17
		SP:Iteration 56Q (44397.450000 sec): 3 clusters
  Score: Raw -5988919.678117 + Penalty 12281.651452 = -5976638.026666
  nChanged 15
		SP:Iteration 57Q (44397.590000 sec): 3 clusters
  Score: Raw -5988925.059501 + Penalty 12281.651452 = -5976643.408049
  nChanged 12
		SP:Iteration 58Q (44397.750000 sec): 3 clusters
  Score: Raw -5988928.916149 + Penalty 12281.651452 = -5976647.264697
  nChanged 8
		SP:Iteration 59Q (44397.890000 sec): 3 clusters
  Score: Raw -5988931.567241 + Penalty 12281.651452 = -5976649.915789
  nChanged 13
		SP:Iteration 60F (44398.070000 sec): 3 clusters
  Score: Raw -5988935.699018 + Penalty 12281.651452 = -5976654.047567
  nChanged 17
		SP:Iteration 61Q (44398.220000 sec): 3 clusters
  Score: Raw -5988943.601230 + Penalty 12281.651452 = -5976661.949779
  nChanged 21
		SP:Iteration 62Q (44398.370000 sec): 3 clusters
  Score: Raw -5988951.274623 + Penalty 12281.651452 = -5976669.623172
  nChanged 23
		SP:Iteration 63Q (44398.520000 sec): 3 clusters
  Score: Raw -5988958.126493 + Penalty 12281.651452 = -5976676.475041
  nChanged 18
		SP:Iteration 64Q (44398.670000 sec): 3 clusters
  Score: Raw -5988964.465014 + Penalty 12281.651452 = -5976682.813562
  nChanged 17
		SP:Iteration 65Q (44398.820000 sec): 3 clusters
  Score: Raw -5988969.658234 + Penalty 12281.651452 = -5976688.006783
  nChanged 12
		SP:Iteration 66Q (44398.970000 sec): 3 clusters
  Score: Raw -5988973.436058 + Penalty 12281.651452 = -5976691.784606
  nChanged 9
		SP:Iteration 67Q (44399.120000 sec): 3 clusters
  Score: Raw -5988975.573541 + Penalty 12281.651452 = -5976693.922089
  nChanged 5
		SP:Iteration 68Q (44399.270000 sec): 3 clusters
  Score: Raw -5988977.073932 + Penalty 12281.651452 = -5976695.422481
  nChanged 2
		SP:Iteration 69Q (44399.410000 sec): 3 clusters
  Score: Raw -5988977.979673 + Penalty 12281.651452 = -5976696.328221
  nChanged 1
		SP:Iteration 70Q (44399.570000 sec): 3 clusters
  Score: Raw -5988978.432936 + Penalty 12281.651452 = -5976696.781485
  nChanged 1
		SP:Iteration 71Q (44399.710000 sec): 3 clusters
  Score: Raw -5988978.682192 + Penalty 12281.651452 = -5976697.030740
  nChanged 2
		SP:Iteration 72Q (44399.860000 sec): 3 clusters
  Score: Raw -5988979.159085 + Penalty 12281.651452 = -5976697.507633
  nChanged 1
		SP:Iteration 73Q (44400.010000 sec): 3 clusters
  Score: Raw -5988979.542454 + Penalty 12281.651452 = -5976697.891002
  nChanged 2
		SP:Iteration 74Q (44400.160000 sec): 3 clusters
  Score: Raw -5988979.997496 + Penalty 12281.651452 = -5976698.346045
  nChanged 5
		SP:Iteration 75Q (44400.310000 sec): 3 clusters
  Score: Raw -5988981.499784 + Penalty 12281.651452 = -5976699.848332
  nChanged 4
		SP:Iteration 76Q (44400.450000 sec): 3 clusters
  Score: Raw -5988982.517941 + Penalty 12281.651452 = -5976700.866489
  nChanged 2
		SP:Iteration 77Q (44400.610000 sec): 3 clusters
  Score: Raw -5988983.082931 + Penalty 12281.651452 = -5976701.431479
  nChanged 1
		SP:Iteration 78Q (44400.750000 sec): 3 clusters
  Score: Raw -5988983.630386 + Penalty 12281.651452 = -5976701.978934
  nChanged 6
		SP:Iteration 79Q (44400.900000 sec): 3 clusters
  Score: Raw -5988986.290774 + Penalty 12281.651452 = -5976704.639322
  nChanged 8
		SP:Iteration 80F (44401.070000 sec): 3 clusters
  Score: Raw -5988988.617180 + Penalty 12281.651452 = -5976706.965728
  nChanged 7
		SP:Iteration 81Q (44401.220000 sec): 3 clusters
  Score: Raw -5988991.078357 + Penalty 12281.651452 = -5976709.426905
  nChanged 11
		SP:Iteration 82Q (44401.370000 sec): 3 clusters
  Score: Raw -5988994.975778 + Penalty 12281.651452 = -5976713.324326
  nChanged 8
		SP:Iteration 83Q (44401.520000 sec): 3 clusters
  Score: Raw -5988997.713884 + Penalty 12281.651452 = -5976716.062432
  nChanged 8
		SP:Iteration 84Q (44401.670000 sec): 3 clusters
  Score: Raw -5989000.105460 + Penalty 12281.651452 = -5976718.454008
  nChanged 4
		SP:Iteration 85Q (44401.820000 sec): 3 clusters
  Score: Raw -5989001.219431 + Penalty 12281.651452 = -5976719.567979
  nChanged 2
		SP:Iteration 86Q (44401.970000 sec): 3 clusters
  Score: Raw -5989001.669057 + Penalty 12281.651452 = -5976720.017605
  nChanged 1
		SP:Iteration 87Q (44402.110000 sec): 3 clusters
  Score: Raw -5989002.099534 + Penalty 12281.651452 = -5976720.448082
  nChanged 1
		SP:Iteration 88Q (44402.260000 sec): 3 clusters
  Score: Raw -5989002.566034 + Penalty 12281.651452 = -5976720.914582
  nChanged 2
		SP:Iteration 89Q (44402.410000 sec): 3 clusters
  Score: Raw -5989003.287423 + Penalty 12281.651452 = -5976721.635971
  nChanged 3
		SP:Iteration 90Q (44402.560000 sec): 3 clusters
  Score: Raw -5989004.330068 + Penalty 12281.651452 = -5976722.678616
  nChanged 3
		SP:Iteration 91Q (44402.710000 sec): 3 clusters
  Score: Raw -5989005.466928 + Penalty 12281.651452 = -5976723.815476
  nChanged 3
		SP:Iteration 92Q (44402.850000 sec): 3 clusters
  Score: Raw -5989006.200011 + Penalty 12281.651452 = -5976724.548559
  nChanged 3
		SP:Iteration 93Q (44403.010000 sec): 3 clusters
  Score: Raw -5989007.091665 + Penalty 12281.651452 = -5976725.440213
  nChanged 4
		SP:Iteration 94Q (44403.160000 sec): 3 clusters
  Score: Raw -5989008.356843 + Penalty 12281.651452 = -5976726.705392
  nChanged 3
		SP:Iteration 95Q (44403.300000 sec): 3 clusters
  Score: Raw -5989009.135897 + Penalty 12281.651452 = -5976727.484446
  nChanged 4
		SP:Iteration 96Q (44403.450000 sec): 3 clusters
  Score: Raw -5989010.057515 + Penalty 12281.651452 = -5976728.406063
  nChanged 3
		SP:Iteration 97Q (44403.600000 sec): 3 clusters
  Score: Raw -5989010.839608 + Penalty 12281.651452 = -5976729.188156
  nChanged 2
		SP:Iteration 98Q (44403.750000 sec): 3 clusters
  Score: Raw -5989012.110593 + Penalty 12281.651452 = -5976730.459142
  nChanged 1
		SP:Iteration 99Q (44403.900000 sec): 3 clusters
  Score: Raw -5989012.489038 + Penalty 12281.651452 = -5976730.837586
  nChanged 1
		SP:Iteration 100F (44404.070000 sec): 3 clusters
  Score: Raw -5989012.810089 + Penalty 12281.651452 = -5976731.158637
  nChanged 2
		SP:Iteration 101Q (44404.220000 sec): 3 clusters
  Score: Raw -5989013.544268 + Penalty 12281.651452 = -5976731.892817
  nChanged 1
		SP:Iteration 102Q (44404.360000 sec): 3 clusters
  Score: Raw -5989013.928498 + Penalty 12281.651452 = -5976732.277047
  nChanged 0
		SP:Iteration 103F (44404.540000 sec): 3 clusters
  Score: Raw -5989013.928498 + Penalty 12281.651452 = -5976732.277047
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (423886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44407.440000 sec): 2 clusters
  Score: Raw -112322437.414202 + Penalty 7936.297146 = -112314501.117056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44410.720000 sec): 3 clusters
  Score: Raw -112046229.968010 + Penalty 15872.594292 = -112030357.373718
  nChanged 202730
		SP:Iteration 1F (44414.000000 sec): 3 clusters
  Score: Raw -112164142.175607 + Penalty 15872.594292 = -112148269.581315
  nChanged 10614
		SP:Iteration 2Q (44417.290000 sec): 3 clusters
  Score: Raw -112165961.088735 + Penalty 15872.594292 = -112150088.494443
  nChanged 10869
		SP:Iteration 3Q (44420.580000 sec): 3 clusters
  Score: Raw -112167982.898355 + Penalty 15872.594292 = -112152110.304063
  nChanged 11827
		SP:Iteration 4Q (44423.870000 sec): 3 clusters
  Score: Raw -112170602.073857 + Penalty 15872.594292 = -112154729.479565
  nChanged 13731
		SP:Iteration 5Q (44427.160000 sec): 3 clusters
  Score: Raw -112174522.602215 + Penalty 15872.594292 = -112158650.007923
  nChanged 17381
		SP:Iteration 6Q (44430.460000 sec): 3 clusters
  Score: Raw -112181231.148862 + Penalty 15872.594292 = -112165358.554570
  nChanged 23305
		SP:Iteration 7F (44433.720000 sec): 3 clusters
  Score: Raw -112193481.643501 + Penalty 15872.594292 = -112177609.049209
  nChanged 30508
		SP:Iteration 8F (44436.980000 sec): 3 clusters
  Score: Raw -112214675.641777 + Penalty 15872.594292 = -112198803.047485
  nChanged 36218
		SP:Iteration 9F (44440.240000 sec): 3 clusters
  Score: Raw -112245616.261041 + Penalty 15872.594292 = -112229743.666749
  nChanged 35223
		SP:Iteration 10F (44443.510000 sec): 3 clusters
  Score: Raw -112279435.600990 + Penalty 15872.594292 = -112263563.006698
  nChanged 25574
		SP:Iteration 11F (44446.770000 sec): 3 clusters
  Score: Raw -112304201.867079 + Penalty 15872.594292 = -112288329.272787
  nChanged 13161
		SP:Iteration 12Q (44449.850000 sec): 3 clusters
  Score: Raw -112316155.132129 + Penalty 15872.594292 = -112300282.537837
  nChanged 5161
		SP:Iteration 13Q (44452.600000 sec): 3 clusters
  Score: Raw -112320514.492816 + Penalty 15872.594292 = -112304641.898524
  nChanged 1824
		SP:Iteration 14Q (44455.050000 sec): 3 clusters
  Score: Raw -112322080.390881 + Penalty 15872.594292 = -112306207.796589
  nChanged 619
		SP:Iteration 15Q (44457.350000 sec): 3 clusters
  Score: Raw -112322678.040299 + Penalty 15872.594292 = -112306805.446007
  nChanged 271
		SP:Iteration 16Q (44459.600000 sec): 3 clusters
  Score: Raw -112322949.984078 + Penalty 15872.594292 = -112307077.389786
  nChanged 142
		SP:Iteration 17Q (44461.810000 sec): 3 clusters
  Score: Raw -112323102.901082 + Penalty 15872.594292 = -112307230.306790
  nChanged 76
		SP:Iteration 18Q (44464.010000 sec): 3 clusters
  Score: Raw -112323181.828948 + Penalty 15872.594292 = -112307309.234656
  nChanged 42
		SP:Iteration 19Q (44466.200000 sec): 3 clusters
  Score: Raw -112323230.836841 + Penalty 15872.594292 = -112307358.242549
  nChanged 32
		SP:Iteration 20F (44469.440000 sec): 3 clusters
  Score: Raw -112323264.009523 + Penalty 15872.594292 = -112307391.415231
  nChanged 23
		SP:Iteration 21Q (44471.640000 sec): 3 clusters
  Score: Raw -112323289.053887 + Penalty 15872.594292 = -112307416.459595
  nChanged 18
		SP:Iteration 22Q (44473.850000 sec): 3 clusters
  Score: Raw -112323310.278335 + Penalty 15872.594292 = -112307437.684043
  nChanged 13
		SP:Iteration 23Q (44476.040000 sec): 3 clusters
  Score: Raw -112323327.002312 + Penalty 15872.594292 = -112307454.408020
  nChanged 17
		SP:Iteration 24Q (44478.240000 sec): 3 clusters
  Score: Raw -112323345.635805 + Penalty 15872.594292 = -112307473.041513
  nChanged 17
		SP:Iteration 25Q (44480.450000 sec): 3 clusters
  Score: Raw -112323366.190511 + Penalty 15872.594292 = -112307493.596219
  nChanged 15
		SP:Iteration 26Q (44482.640000 sec): 3 clusters
  Score: Raw -112323380.261703 + Penalty 15872.594292 = -112307507.667411
  nChanged 6
		SP:Iteration 27Q (44484.840000 sec): 3 clusters
  Score: Raw -112323385.295083 + Penalty 15872.594292 = -112307512.700792
  nChanged 5
		SP:Iteration 28Q (44487.030000 sec): 3 clusters
  Score: Raw -112323390.787661 + Penalty 15872.594292 = -112307518.193370
  nChanged 3
		SP:Iteration 29Q (44489.210000 sec): 3 clusters
  Score: Raw -112323394.538666 + Penalty 15872.594292 = -112307521.944374
  nChanged 2
		SP:Iteration 30Q (44491.390000 sec): 3 clusters
  Score: Raw -112323396.462709 + Penalty 15872.594292 = -112307523.868417
  nChanged 1
		SP:Iteration 31Q (44493.570000 sec): 3 clusters
  Score: Raw -112323397.126275 + Penalty 15872.594292 = -112307524.531983
  nChanged 0
		SP:Iteration 32F (44496.800000 sec): 3 clusters
  Score: Raw -112323397.126275 + Penalty 15872.594292 = -112307524.531983
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44497.430000 sec): 2 clusters
  Score: Raw -16157201.291471 + Penalty 6746.646952 = -16150454.644519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44497.900000 sec): 3 clusters
  Score: Raw -16121351.568959 + Penalty 13493.293904 = -16107858.275055
  nChanged 26983
		SP:Iteration 1F (44498.360000 sec): 3 clusters
  Score: Raw -16136003.954163 + Penalty 13493.293904 = -16122510.660259
  nChanged 2955
		SP:Iteration 2Q (44498.820000 sec): 3 clusters
  Score: Raw -16136993.038798 + Penalty 13493.293904 = -16123499.744894
  nChanged 2583
		SP:Iteration 3Q (44499.290000 sec): 3 clusters
  Score: Raw -16137861.453863 + Penalty 13493.293904 = -16124368.159959
  nChanged 2473
		SP:Iteration 4Q (44499.750000 sec): 3 clusters
  Score: Raw -16138792.180521 + Penalty 13493.293904 = -16125298.886617
  nChanged 2557
		SP:Iteration 5Q (44500.220000 sec): 3 clusters
  Score: Raw -16139859.563319 + Penalty 13493.293904 = -16126366.269415
  nChanged 2744
		SP:Iteration 6Q (44500.680000 sec): 3 clusters
  Score: Raw -16141196.522405 + Penalty 13493.293904 = -16127703.228501
  nChanged 3197
		SP:Iteration 7F (44501.140000 sec): 3 clusters
  Score: Raw -16142973.274276 + Penalty 13493.293904 = -16129479.980372
  nChanged 3557
		SP:Iteration 8F (44501.600000 sec): 3 clusters
  Score: Raw -16145286.883892 + Penalty 13493.293904 = -16131793.589988
  nChanged 3720
		SP:Iteration 9F (44502.060000 sec): 3 clusters
  Score: Raw -16148074.367919 + Penalty 13493.293904 = -16134581.074015
  nChanged 3633
		SP:Iteration 10F (44502.520000 sec): 3 clusters
  Score: Raw -16151141.551597 + Penalty 13493.293904 = -16137648.257693
  nChanged 3087
		SP:Iteration 11F (44502.990000 sec): 3 clusters
  Score: Raw -16153809.738744 + Penalty 13493.293904 = -16140316.444840
  nChanged 2196
		SP:Iteration 12Q (44503.430000 sec): 3 clusters
  Score: Raw -16155728.188758 + Penalty 13493.293904 = -16142234.894854
  nChanged 1443
		SP:Iteration 13Q (44503.860000 sec): 3 clusters
  Score: Raw -16156924.305029 + Penalty 13493.293904 = -16143431.011125
  nChanged 915
		SP:Iteration 14Q (44504.270000 sec): 3 clusters
  Score: Raw -16157606.657986 + Penalty 13493.293904 = -16144113.364082
  nChanged 629
		SP:Iteration 15Q (44504.650000 sec): 3 clusters
  Score: Raw -16158014.865276 + Penalty 13493.293904 = -16144521.571372
  nChanged 421
		SP:Iteration 16Q (44505.020000 sec): 3 clusters
  Score: Raw -16158265.163864 + Penalty 13493.293904 = -16144771.869960
  nChanged 322
		SP:Iteration 17Q (44505.380000 sec): 3 clusters
  Score: Raw -16158426.179256 + Penalty 13493.293904 = -16144932.885352
  nChanged 213
		SP:Iteration 18Q (44505.740000 sec): 3 clusters
  Score: Raw -16158525.511137 + Penalty 13493.293904 = -16145032.217233
  nChanged 163
		SP:Iteration 19Q (44506.090000 sec): 3 clusters
  Score: Raw -16158604.257602 + Penalty 13493.293904 = -16145110.963698
  nChanged 133
		SP:Iteration 20F (44506.550000 sec): 3 clusters
  Score: Raw -16158660.682710 + Penalty 13493.293904 = -16145167.388806
  nChanged 90
		SP:Iteration 21Q (44506.900000 sec): 3 clusters
  Score: Raw -16158698.631679 + Penalty 13493.293904 = -16145205.337775
  nChanged 83
		SP:Iteration 22Q (44507.250000 sec): 3 clusters
  Score: Raw -16158729.122986 + Penalty 13493.293904 = -16145235.829082
  nChanged 63
		SP:Iteration 23Q (44507.590000 sec): 3 clusters
  Score: Raw -16158755.339574 + Penalty 13493.293904 = -16145262.045670
  nChanged 65
		SP:Iteration 24Q (44507.930000 sec): 3 clusters
  Score: Raw -16158780.739920 + Penalty 13493.293904 = -16145287.446016
  nChanged 46
		SP:Iteration 25Q (44508.280000 sec): 3 clusters
  Score: Raw -16158795.462837 + Penalty 13493.293904 = -16145302.168933
  nChanged 38
		SP:Iteration 26Q (44508.620000 sec): 3 clusters
  Score: Raw -16158809.726044 + Penalty 13493.293904 = -16145316.432140
  nChanged 30
		SP:Iteration 27Q (44508.960000 sec): 3 clusters
  Score: Raw -16158820.173351 + Penalty 13493.293904 = -16145326.879447
  nChanged 22
		SP:Iteration 28Q (44509.310000 sec): 3 clusters
  Score: Raw -16158827.167547 + Penalty 13493.293904 = -16145333.873643
  nChanged 18
		SP:Iteration 29Q (44509.650000 sec): 3 clusters
  Score: Raw -16158832.243606 + Penalty 13493.293904 = -16145338.949702
  nChanged 18
		SP:Iteration 30Q (44509.990000 sec): 3 clusters
  Score: Raw -16158837.837545 + Penalty 13493.293904 = -16145344.543641
  nChanged 20
		SP:Iteration 31Q (44510.330000 sec): 3 clusters
  Score: Raw -16158843.991311 + Penalty 13493.293904 = -16145350.697407
  nChanged 18
		SP:Iteration 32Q (44510.670000 sec): 3 clusters
  Score: Raw -16158850.128530 + Penalty 13493.293904 = -16145356.834626
  nChanged 13
		SP:Iteration 33Q (44511.010000 sec): 3 clusters
  Score: Raw -16158853.875054 + Penalty 13493.293904 = -16145360.581150
  nChanged 8
		SP:Iteration 34Q (44511.350000 sec): 3 clusters
  Score: Raw -16158856.945756 + Penalty 13493.293904 = -16145363.651852
  nChanged 6
		SP:Iteration 35Q (44511.700000 sec): 3 clusters
  Score: Raw -16158858.182417 + Penalty 13493.293904 = -16145364.888513
  nChanged 5
		SP:Iteration 36Q (44512.040000 sec): 3 clusters
  Score: Raw -16158859.964029 + Penalty 13493.293904 = -16145366.670125
  nChanged 6
		SP:Iteration 37Q (44512.380000 sec): 3 clusters
  Score: Raw -16158861.730988 + Penalty 13493.293904 = -16145368.437084
  nChanged 8
		SP:Iteration 38Q (44512.720000 sec): 3 clusters
  Score: Raw -16158864.088394 + Penalty 13493.293904 = -16145370.794490
  nChanged 8
		SP:Iteration 39Q (44513.060000 sec): 3 clusters
  Score: Raw -16158866.153149 + Penalty 13493.293904 = -16145372.859245
  nChanged 8
		SP:Iteration 40F (44513.510000 sec): 3 clusters
  Score: Raw -16158869.148399 + Penalty 13493.293904 = -16145375.854495
  nChanged 13
		SP:Iteration 41Q (44513.850000 sec): 3 clusters
  Score: Raw -16158873.055023 + Penalty 13493.293904 = -16145379.761119
  nChanged 10
		SP:Iteration 42Q (44514.190000 sec): 3 clusters
  Score: Raw -16158876.167582 + Penalty 13493.293904 = -16145382.873678
  nChanged 9
		SP:Iteration 43Q (44514.530000 sec): 3 clusters
  Score: Raw -16158878.786018 + Penalty 13493.293904 = -16145385.492114
  nChanged 6
		SP:Iteration 44Q (44514.870000 sec): 3 clusters
  Score: Raw -16158880.337732 + Penalty 13493.293904 = -16145387.043828
  nChanged 4
		SP:Iteration 45Q (44515.200000 sec): 3 clusters
  Score: Raw -16158881.486979 + Penalty 13493.293904 = -16145388.193075
  nChanged 7
		SP:Iteration 46Q (44515.540000 sec): 3 clusters
  Score: Raw -16158883.310928 + Penalty 13493.293904 = -16145390.017024
  nChanged 4
		SP:Iteration 47Q (44515.880000 sec): 3 clusters
  Score: Raw -16158884.743348 + Penalty 13493.293904 = -16145391.449444
  nChanged 6
		SP:Iteration 48Q (44516.220000 sec): 3 clusters
  Score: Raw -16158886.573998 + Penalty 13493.293904 = -16145393.280094
  nChanged 9
		SP:Iteration 49Q (44516.560000 sec): 3 clusters
  Score: Raw -16158889.121569 + Penalty 13493.293904 = -16145395.827665
  nChanged 8
		SP:Iteration 50Q (44516.900000 sec): 3 clusters
  Score: Raw -16158891.286889 + Penalty 13493.293904 = -16145397.992985
  nChanged 5
		SP:Iteration 51Q (44517.240000 sec): 3 clusters
  Score: Raw -16158892.541792 + Penalty 13493.293904 = -16145399.247888
  nChanged 3
		SP:Iteration 52Q (44517.580000 sec): 3 clusters
  Score: Raw -16158893.635772 + Penalty 13493.293904 = -16145400.341868
  nChanged 4
		SP:Iteration 53Q (44517.910000 sec): 3 clusters
  Score: Raw -16158894.801733 + Penalty 13493.293904 = -16145401.507829
  nChanged 5
		SP:Iteration 54Q (44518.250000 sec): 3 clusters
  Score: Raw -16158896.629794 + Penalty 13493.293904 = -16145403.335890
  nChanged 4
		SP:Iteration 55Q (44518.590000 sec): 3 clusters
  Score: Raw -16158898.175374 + Penalty 13493.293904 = -16145404.881470
  nChanged 3
		SP:Iteration 56Q (44518.930000 sec): 3 clusters
  Score: Raw -16158899.470618 + Penalty 13493.293904 = -16145406.176714
  nChanged 3
		SP:Iteration 57Q (44519.270000 sec): 3 clusters
  Score: Raw -16158901.008688 + Penalty 13493.293904 = -16145407.714784
  nChanged 7
		SP:Iteration 58Q (44519.600000 sec): 3 clusters
  Score: Raw -16158903.793620 + Penalty 13493.293904 = -16145410.499716
  nChanged 3
		SP:Iteration 59Q (44519.940000 sec): 3 clusters
  Score: Raw -16158905.364656 + Penalty 13493.293904 = -16145412.070752
  nChanged 3
		SP:Iteration 60F (44520.400000 sec): 3 clusters
  Score: Raw -16158906.347504 + Penalty 13493.293904 = -16145413.053600
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44520.530000 sec): 2 clusters
  Score: Raw -3996786.932432 + Penalty 5903.688618 = -3990883.243814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44520.650000 sec): 3 clusters
  Score: Raw -3989067.912543 + Penalty 11807.377235 = -3977260.535308
  nChanged 6090
		SP:Iteration 1F (44520.760000 sec): 3 clusters
  Score: Raw -3992461.106727 + Penalty 11807.377235 = -3980653.729492
  nChanged 1161
		SP:Iteration 2F (44520.880000 sec): 3 clusters
  Score: Raw -3993316.760881 + Penalty 11807.377235 = -3981509.383646
  nChanged 1033
		SP:Iteration 3F (44521.000000 sec): 3 clusters
  Score: Raw -3994261.587523 + Penalty 11807.377235 = -3982454.210288
  nChanged 1066
		SP:Iteration 4F (44521.110000 sec): 3 clusters
  Score: Raw -3995331.914880 + Penalty 11807.377235 = -3983524.537644
  nChanged 1065
		SP:Iteration 5F (44521.230000 sec): 3 clusters
  Score: Raw -3996472.655503 + Penalty 11807.377235 = -3984665.278268
  nChanged 1074
		SP:Iteration 6F (44521.340000 sec): 3 clusters
  Score: Raw -3997593.673086 + Penalty 11807.377235 = -3985786.295850
  nChanged 926
		SP:Iteration 7F (44521.460000 sec): 3 clusters
  Score: Raw -3998384.086229 + Penalty 11807.377235 = -3986576.708993
  nChanged 683
		SP:Iteration 8Q (44521.580000 sec): 3 clusters
  Score: Raw -3998842.649006 + Penalty 11807.377235 = -3987035.271770
  nChanged 494
		SP:Iteration 9Q (44521.680000 sec): 3 clusters
  Score: Raw -3999134.374073 + Penalty 11807.377235 = -3987326.996837
  nChanged 355
		SP:Iteration 10Q (44521.800000 sec): 3 clusters
  Score: Raw -3999313.719036 + Penalty 11807.377235 = -3987506.341801
  nChanged 280
		SP:Iteration 11Q (44521.910000 sec): 3 clusters
  Score: Raw -3999451.235702 + Penalty 11807.377235 = -3987643.858467
  nChanged 236
		SP:Iteration 12Q (44522.020000 sec): 3 clusters
  Score: Raw -3999555.926501 + Penalty 11807.377235 = -3987748.549266
  nChanged 180
		SP:Iteration 13Q (44522.120000 sec): 3 clusters
  Score: Raw -3999631.390747 + Penalty 11807.377235 = -3987824.013511
  nChanged 151
		SP:Iteration 14Q (44522.240000 sec): 3 clusters
  Score: Raw -3999688.094373 + Penalty 11807.377235 = -3987880.717137
  nChanged 113
		SP:Iteration 15Q (44522.340000 sec): 3 clusters
  Score: Raw -3999729.644936 + Penalty 11807.377235 = -3987922.267700
  nChanged 104
		SP:Iteration 16Q (44522.450000 sec): 3 clusters
  Score: Raw -3999764.189114 + Penalty 11807.377235 = -3987956.811878
  nChanged 80
		SP:Iteration 17Q (44522.560000 sec): 3 clusters
  Score: Raw -3999790.185327 + Penalty 11807.377235 = -3987982.808092
  nChanged 81
		SP:Iteration 18Q (44522.670000 sec): 3 clusters
  Score: Raw -3999815.238169 + Penalty 11807.377235 = -3988007.860933
  nChanged 70
		SP:Iteration 19Q (44522.780000 sec): 3 clusters
  Score: Raw -3999833.341147 + Penalty 11807.377235 = -3988025.963912
  nChanged 54
		SP:Iteration 20F (44522.890000 sec): 3 clusters
  Score: Raw -3999847.268396 + Penalty 11807.377235 = -3988039.891160
  nChanged 51
		SP:Iteration 21Q (44523.000000 sec): 3 clusters
  Score: Raw -3999859.907040 + Penalty 11807.377235 = -3988052.529804
  nChanged 38
		SP:Iteration 22Q (44523.100000 sec): 3 clusters
  Score: Raw -3999869.394968 + Penalty 11807.377235 = -3988062.017733
  nChanged 34
		SP:Iteration 23Q (44523.210000 sec): 3 clusters
  Score: Raw -3999879.485308 + Penalty 11807.377235 = -3988072.108073
  nChanged 48
		SP:Iteration 24Q (44523.320000 sec): 3 clusters
  Score: Raw -3999890.360727 + Penalty 11807.377235 = -3988082.983492
  nChanged 45
		SP:Iteration 25Q (44523.430000 sec): 3 clusters
  Score: Raw -3999901.719023 + Penalty 11807.377235 = -3988094.341788
  nChanged 41
		SP:Iteration 26Q (44523.540000 sec): 3 clusters
  Score: Raw -3999911.981582 + Penalty 11807.377235 = -3988104.604347
  nChanged 39
		SP:Iteration 27Q (44523.640000 sec): 3 clusters
  Score: Raw -3999922.275109 + Penalty 11807.377235 = -3988114.897873
  nChanged 50
		SP:Iteration 28Q (44523.750000 sec): 3 clusters
  Score: Raw -3999936.057868 + Penalty 11807.377235 = -3988128.680633
  nChanged 51
		SP:Iteration 29Q (44523.860000 sec): 3 clusters
  Score: Raw -3999948.952267 + Penalty 11807.377235 = -3988141.575031
  nChanged 40
		SP:Iteration 30Q (44523.960000 sec): 3 clusters
  Score: Raw -3999959.877618 + Penalty 11807.377235 = -3988152.500383
  nChanged 43
		SP:Iteration 31Q (44524.070000 sec): 3 clusters
  Score: Raw -3999972.917558 + Penalty 11807.377235 = -3988165.540322
  nChanged 50
		SP:Iteration 32Q (44524.170000 sec): 3 clusters
  Score: Raw -3999991.012600 + Penalty 11807.377235 = -3988183.635364
  nChanged 59
		SP:Iteration 33Q (44524.280000 sec): 3 clusters
  Score: Raw -4000010.600510 + Penalty 11807.377235 = -3988203.223274
  nChanged 63
		SP:Iteration 34Q (44524.390000 sec): 3 clusters
  Score: Raw -4000032.513001 + Penalty 11807.377235 = -3988225.135765
  nChanged 78
		SP:Iteration 35Q (44524.490000 sec): 3 clusters
  Score: Raw -4000059.664004 + Penalty 11807.377235 = -3988252.286769
  nChanged 67
		SP:Iteration 36Q (44524.600000 sec): 3 clusters
  Score: Raw -4000079.888248 + Penalty 11807.377235 = -3988272.511013
  nChanged 68
		SP:Iteration 37Q (44524.700000 sec): 3 clusters
  Score: Raw -4000102.381970 + Penalty 11807.377235 = -3988295.004735
  nChanged 70
		SP:Iteration 38Q (44524.800000 sec): 3 clusters
  Score: Raw -4000126.670281 + Penalty 11807.377235 = -3988319.293045
  nChanged 65
		SP:Iteration 39Q (44524.910000 sec): 3 clusters
  Score: Raw -4000147.634376 + Penalty 11807.377235 = -3988340.257140
  nChanged 73
		SP:Iteration 40F (44525.030000 sec): 3 clusters
  Score: Raw -4000170.404123 + Penalty 11807.377235 = -3988363.026888
  nChanged 64
		SP:Iteration 41Q (44525.130000 sec): 3 clusters
  Score: Raw -4000193.514752 + Penalty 11807.377235 = -3988386.137516
  nChanged 71
		SP:Iteration 42Q (44525.240000 sec): 3 clusters
  Score: Raw -4000223.853963 + Penalty 11807.377235 = -3988416.476728
  nChanged 68
		SP:Iteration 43Q (44525.340000 sec): 3 clusters
  Score: Raw -4000247.075950 + Penalty 11807.377235 = -3988439.698715
  nChanged 70
		SP:Iteration 44Q (44525.450000 sec): 3 clusters
  Score: Raw -4000272.832755 + Penalty 11807.377235 = -3988465.455520
  nChanged 89
		SP:Iteration 45Q (44525.550000 sec): 3 clusters
  Score: Raw -4000301.795561 + Penalty 11807.377235 = -3988494.418326
  nChanged 68
		SP:Iteration 46Q (44525.660000 sec): 3 clusters
  Score: Raw -4000321.607006 + Penalty 11807.377235 = -3988514.229770
  nChanged 55
		SP:Iteration 47Q (44525.760000 sec): 3 clusters
  Score: Raw -4000338.942968 + Penalty 11807.377235 = -3988531.565732
  nChanged 62
		SP:Iteration 48Q (44525.860000 sec): 3 clusters
  Score: Raw -4000359.728940 + Penalty 11807.377235 = -3988552.351705
  nChanged 57
		SP:Iteration 49Q (44525.970000 sec): 3 clusters
  Score: Raw -4000379.790285 + Penalty 11807.377235 = -3988572.413050
  nChanged 59
		SP:Iteration 50Q (44526.070000 sec): 3 clusters
  Score: Raw -4000396.622380 + Penalty 11807.377235 = -3988589.245145
  nChanged 53
		SP:Iteration 51Q (44526.180000 sec): 3 clusters
  Score: Raw -4000413.528979 + Penalty 11807.377235 = -3988606.151743
  nChanged 51
		SP:Iteration 52Q (44526.280000 sec): 3 clusters
  Score: Raw -4000428.363436 + Penalty 11807.377235 = -3988620.986201
  nChanged 42
		SP:Iteration 53Q (44526.380000 sec): 3 clusters
  Score: Raw -4000441.280105 + Penalty 11807.377235 = -3988633.902869
  nChanged 53
		SP:Iteration 54Q (44526.480000 sec): 3 clusters
  Score: Raw -4000459.956222 + Penalty 11807.377235 = -3988652.578987
  nChanged 59
		SP:Iteration 55Q (44526.590000 sec): 3 clusters
  Score: Raw -4000481.462219 + Penalty 11807.377235 = -3988674.084983
  nChanged 52
		SP:Iteration 56Q (44526.690000 sec): 3 clusters
  Score: Raw -4000497.173314 + Penalty 11807.377235 = -3988689.796079
  nChanged 49
		SP:Iteration 57Q (44526.790000 sec): 3 clusters
  Score: Raw -4000511.921780 + Penalty 11807.377235 = -3988704.544544
  nChanged 42
		SP:Iteration 58Q (44526.900000 sec): 3 clusters
  Score: Raw -4000523.680901 + Penalty 11807.377235 = -3988716.303666
  nChanged 37
		SP:Iteration 59Q (44527.000000 sec): 3 clusters
  Score: Raw -4000533.582913 + Penalty 11807.377235 = -3988726.205678
  nChanged 27
		SP:Iteration 60F (44527.120000 sec): 3 clusters
  Score: Raw -4000542.210925 + Penalty 11807.377235 = -3988734.833689
  nChanged 27
		SP:Iteration 61Q (44527.220000 sec): 3 clusters
  Score: Raw -4000549.898435 + Penalty 11807.377235 = -3988742.521200
  nChanged 23
		SP:Iteration 62Q (44527.320000 sec): 3 clusters
  Score: Raw -4000555.956697 + Penalty 11807.377235 = -3988748.579462
  nChanged 18
		SP:Iteration 63Q (44527.420000 sec): 3 clusters
  Score: Raw -4000559.411313 + Penalty 11807.377235 = -3988752.034077
  nChanged 11
		SP:Iteration 64Q (44527.520000 sec): 3 clusters
  Score: Raw -4000561.843311 + Penalty 11807.377235 = -3988754.466076
  nChanged 13
		SP:Iteration 65Q (44527.630000 sec): 3 clusters
  Score: Raw -4000564.806778 + Penalty 11807.377235 = -3988757.429542
  nChanged 21
		SP:Iteration 66Q (44527.730000 sec): 3 clusters
  Score: Raw -4000569.843383 + Penalty 11807.377235 = -3988762.466148
  nChanged 20
		SP:Iteration 67Q (44527.830000 sec): 3 clusters
  Score: Raw -4000574.157610 + Penalty 11807.377235 = -3988766.780375
  nChanged 11
		SP:Iteration 68Q (44527.940000 sec): 3 clusters
  Score: Raw -4000576.193252 + Penalty 11807.377235 = -3988768.816017
  nChanged 9
		SP:Iteration 69Q (44528.040000 sec): 3 clusters
  Score: Raw -4000578.023866 + Penalty 11807.377235 = -3988770.646631
  nChanged 11
		SP:Iteration 70Q (44528.140000 sec): 3 clusters
  Score: Raw -4000580.256107 + Penalty 11807.377235 = -3988772.878871
  nChanged 14
		SP:Iteration 71Q (44528.240000 sec): 3 clusters
  Score: Raw -4000583.130705 + Penalty 11807.377235 = -3988775.753469
  nChanged 6
		SP:Iteration 72Q (44528.340000 sec): 3 clusters
  Score: Raw -4000584.736954 + Penalty 11807.377235 = -3988777.359719
  nChanged 9
		SP:Iteration 73Q (44528.450000 sec): 3 clusters
  Score: Raw -4000586.910926 + Penalty 11807.377235 = -3988779.533691
  nChanged 8
		SP:Iteration 74Q (44528.550000 sec): 3 clusters
  Score: Raw -4000588.732842 + Penalty 11807.377235 = -3988781.355607
  nChanged 8
		SP:Iteration 75Q (44528.650000 sec): 3 clusters
  Score: Raw -4000590.738046 + Penalty 11807.377235 = -3988783.360811
  nChanged 5
		SP:Iteration 76Q (44528.750000 sec): 3 clusters
  Score: Raw -4000591.851930 + Penalty 11807.377235 = -3988784.474695
  nChanged 4
		SP:Iteration 77Q (44528.860000 sec): 3 clusters
  Score: Raw -4000592.348392 + Penalty 11807.377235 = -3988784.971157
  nChanged 4
		SP:Iteration 78Q (44528.960000 sec): 3 clusters
  Score: Raw -4000593.715459 + Penalty 11807.377235 = -3988786.338224
  nChanged 4
		SP:Iteration 79Q (44529.060000 sec): 3 clusters
  Score: Raw -4000594.430615 + Penalty 11807.377235 = -3988787.053380
  nChanged 2
		SP:Iteration 80F (44529.180000 sec): 3 clusters
  Score: Raw -4000594.718176 + Penalty 11807.377235 = -3988787.340941
  nChanged 1
		SP:Iteration 81Q (44529.280000 sec): 3 clusters
  Score: Raw -4000595.013137 + Penalty 11807.377235 = -3988787.635902
  nChanged 1
		SP:Iteration 82Q (44529.380000 sec): 3 clusters
  Score: Raw -4000595.192839 + Penalty 11807.377235 = -3988787.815604
  nChanged 1
		SP:Iteration 83Q (44529.480000 sec): 3 clusters
  Score: Raw -4000595.332980 + Penalty 11807.377235 = -3988787.955745
  nChanged 0
		SP:Iteration 84F (44529.600000 sec): 3 clusters
  Score: Raw -4000595.332980 + Penalty 11807.377235 = -3988787.955745
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44531.060000 sec): 2 clusters
  Score: Raw -57605498.914847 + Penalty 7523.014924 = -57597975.899923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44532.730000 sec): 3 clusters
  Score: Raw -57468277.350666 + Penalty 15046.029847 = -57453231.320819
  nChanged 101394
		SP:Iteration 1F (44534.390000 sec): 3 clusters
  Score: Raw -57525826.705110 + Penalty 15046.029847 = -57510780.675263
  nChanged 6682
		SP:Iteration 2Q (44536.060000 sec): 3 clusters
  Score: Raw -57527302.519770 + Penalty 15046.029847 = -57512256.489923
  nChanged 6592
		SP:Iteration 3Q (44537.730000 sec): 3 clusters
  Score: Raw -57528901.105223 + Penalty 15046.029847 = -57513855.075376
  nChanged 6830
		SP:Iteration 4Q (44539.410000 sec): 3 clusters
  Score: Raw -57530850.255078 + Penalty 15046.029847 = -57515804.225231
  nChanged 7528
		SP:Iteration 5Q (44541.080000 sec): 3 clusters
  Score: Raw -57533385.742947 + Penalty 15046.029847 = -57518339.713100
  nChanged 8481
		SP:Iteration 6Q (44542.750000 sec): 3 clusters
  Score: Raw -57536734.050002 + Penalty 15046.029847 = -57521688.020155
  nChanged 9882
		SP:Iteration 7Q (44544.430000 sec): 3 clusters
  Score: Raw -57541363.437781 + Penalty 15046.029847 = -57526317.407934
  nChanged 11473
		SP:Iteration 8F (44546.090000 sec): 3 clusters
  Score: Raw -57547919.948129 + Penalty 15046.029847 = -57532873.918282
  nChanged 13125
		SP:Iteration 9F (44547.750000 sec): 3 clusters
  Score: Raw -57557078.480585 + Penalty 15046.029847 = -57542032.450738
  nChanged 14463
		SP:Iteration 10F (44549.410000 sec): 3 clusters
  Score: Raw -57568510.699233 + Penalty 15046.029847 = -57553464.669386
  nChanged 14143
		SP:Iteration 11F (44551.070000 sec): 3 clusters
  Score: Raw -57580318.857687 + Penalty 15046.029847 = -57565272.827840
  nChanged 12139
		SP:Iteration 12F (44552.720000 sec): 3 clusters
  Score: Raw -57590599.307557 + Penalty 15046.029847 = -57575553.277710
  nChanged 8790
		SP:Iteration 13Q (44554.270000 sec): 3 clusters
  Score: Raw -57598033.448038 + Penalty 15046.029847 = -57582987.418191
  nChanged 5787
		SP:Iteration 14Q (44555.730000 sec): 3 clusters
  Score: Raw -57602665.503526 + Penalty 15046.029847 = -57587619.473679
  nChanged 3462
		SP:Iteration 15Q (44557.110000 sec): 3 clusters
  Score: Raw -57605180.887325 + Penalty 15046.029847 = -57590134.857478
  nChanged 2238
		SP:Iteration 16Q (44558.410000 sec): 3 clusters
  Score: Raw -57606631.853966 + Penalty 15046.029847 = -57591585.824119
  nChanged 1436
		SP:Iteration 17Q (44559.660000 sec): 3 clusters
  Score: Raw -57607466.803775 + Penalty 15046.029847 = -57592420.773928
  nChanged 1053
		SP:Iteration 18Q (44560.880000 sec): 3 clusters
  Score: Raw -57608012.650788 + Penalty 15046.029847 = -57592966.620941
  nChanged 761
		SP:Iteration 19Q (44562.080000 sec): 3 clusters
  Score: Raw -57608337.577458 + Penalty 15046.029847 = -57593291.547611
  nChanged 529
		SP:Iteration 20F (44563.740000 sec): 3 clusters
  Score: Raw -57608526.005993 + Penalty 15046.029847 = -57593479.976146
  nChanged 380
		SP:Iteration 21Q (44564.920000 sec): 3 clusters
  Score: Raw -57608643.855214 + Penalty 15046.029847 = -57593597.825367
  nChanged 292
		SP:Iteration 22Q (44566.090000 sec): 3 clusters
  Score: Raw -57608719.719125 + Penalty 15046.029847 = -57593673.689277
  nChanged 203
		SP:Iteration 23Q (44567.260000 sec): 3 clusters
  Score: Raw -57608766.942372 + Penalty 15046.029847 = -57593720.912525
  nChanged 146
		SP:Iteration 24Q (44568.430000 sec): 3 clusters
  Score: Raw -57608798.747113 + Penalty 15046.029847 = -57593752.717266
  nChanged 132
		SP:Iteration 25Q (44569.590000 sec): 3 clusters
  Score: Raw -57608823.139353 + Penalty 15046.029847 = -57593777.109506
  nChanged 99
		SP:Iteration 26Q (44570.750000 sec): 3 clusters
  Score: Raw -57608843.069454 + Penalty 15046.029847 = -57593797.039607
  nChanged 96
		SP:Iteration 27Q (44571.900000 sec): 3 clusters
  Score: Raw -57608861.471813 + Penalty 15046.029847 = -57593815.441966
  nChanged 86
		SP:Iteration 28Q (44573.050000 sec): 3 clusters
  Score: Raw -57608877.944237 + Penalty 15046.029847 = -57593831.914389
  nChanged 87
		SP:Iteration 29Q (44574.200000 sec): 3 clusters
  Score: Raw -57608896.206256 + Penalty 15046.029847 = -57593850.176409
  nChanged 82
		SP:Iteration 30Q (44575.360000 sec): 3 clusters
  Score: Raw -57608911.451836 + Penalty 15046.029847 = -57593865.421989
  nChanged 63
		SP:Iteration 31Q (44576.510000 sec): 3 clusters
  Score: Raw -57608921.231729 + Penalty 15046.029847 = -57593875.201882
  nChanged 35
		SP:Iteration 32Q (44577.660000 sec): 3 clusters
  Score: Raw -57608926.330259 + Penalty 15046.029847 = -57593880.300412
  nChanged 36
		SP:Iteration 33Q (44578.810000 sec): 3 clusters
  Score: Raw -57608931.794990 + Penalty 15046.029847 = -57593885.765142
  nChanged 25
		SP:Iteration 34Q (44579.960000 sec): 3 clusters
  Score: Raw -57608935.070639 + Penalty 15046.029847 = -57593889.040792
  nChanged 18
		SP:Iteration 35Q (44581.110000 sec): 3 clusters
  Score: Raw -57608937.593418 + Penalty 15046.029847 = -57593891.563571
  nChanged 17
		SP:Iteration 36Q (44582.250000 sec): 3 clusters
  Score: Raw -57608940.179154 + Penalty 15046.029847 = -57593894.149307
  nChanged 16
		SP:Iteration 37Q (44583.410000 sec): 3 clusters
  Score: Raw -57608942.453927 + Penalty 15046.029847 = -57593896.424080
  nChanged 12
		SP:Iteration 38Q (44584.550000 sec): 3 clusters
  Score: Raw -57608944.144567 + Penalty 15046.029847 = -57593898.114720
  nChanged 8
		SP:Iteration 39Q (44585.710000 sec): 3 clusters
  Score: Raw -57608945.132342 + Penalty 15046.029847 = -57593899.102495
  nChanged 9
		SP:Iteration 40F (44587.350000 sec): 3 clusters
  Score: Raw -57608946.345783 + Penalty 15046.029847 = -57593900.315936
  nChanged 5
		SP:Iteration 41Q (44588.500000 sec): 3 clusters
  Score: Raw -57608947.051326 + Penalty 15046.029847 = -57593901.021479
  nChanged 6
		SP:Iteration 42Q (44589.650000 sec): 3 clusters
  Score: Raw -57608947.630717 + Penalty 15046.029847 = -57593901.600870
  nChanged 0
		SP:Iteration 43F (44591.300000 sec): 3 clusters
  Score: Raw -57608947.630717 + Penalty 15046.029847 = -57593901.600870
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44591.510000 sec): 2 clusters
  Score: Raw -3142975.138328 + Penalty 5766.334345 = -3137208.803983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44591.610000 sec): 3 clusters
  Score: Raw -3137161.938502 + Penalty 11532.668690 = -3125629.269811
  nChanged 4664
		SP:Iteration 1F (44591.700000 sec): 3 clusters
  Score: Raw -3139937.796538 + Penalty 11532.668690 = -3128405.127848
  nChanged 994
		SP:Iteration 2F (44591.790000 sec): 3 clusters
  Score: Raw -3140672.592974 + Penalty 11532.668690 = -3129139.924284
  nChanged 752
		SP:Iteration 3F (44591.880000 sec): 3 clusters
  Score: Raw -3141278.745778 + Penalty 11532.668690 = -3129746.077088
  nChanged 655
		SP:Iteration 4F (44591.970000 sec): 3 clusters
  Score: Raw -3141800.056286 + Penalty 11532.668690 = -3130267.387596
  nChanged 591
		SP:Iteration 5Q (44592.060000 sec): 3 clusters
  Score: Raw -3142239.054304 + Penalty 11532.668690 = -3130706.385614
  nChanged 485
		SP:Iteration 6Q (44592.150000 sec): 3 clusters
  Score: Raw -3142585.598176 + Penalty 11532.668690 = -3131052.929486
  nChanged 447
		SP:Iteration 7Q (44592.240000 sec): 3 clusters
  Score: Raw -3142893.094838 + Penalty 11532.668690 = -3131360.426148
  nChanged 403
		SP:Iteration 8Q (44592.330000 sec): 3 clusters
  Score: Raw -3143166.205162 + Penalty 11532.668690 = -3131633.536472
  nChanged 387
		SP:Iteration 9Q (44592.420000 sec): 3 clusters
  Score: Raw -3143407.818318 + Penalty 11532.668690 = -3131875.149627
  nChanged 339
		SP:Iteration 10Q (44592.510000 sec): 3 clusters
  Score: Raw -3143625.006800 + Penalty 11532.668690 = -3132092.338109
  nChanged 315
		SP:Iteration 11Q (44592.600000 sec): 3 clusters
  Score: Raw -3143851.603048 + Penalty 11532.668690 = -3132318.934357
  nChanged 333
		SP:Iteration 12Q (44592.690000 sec): 3 clusters
  Score: Raw -3144089.161441 + Penalty 11532.668690 = -3132556.492750
  nChanged 301
		SP:Iteration 13Q (44592.770000 sec): 3 clusters
  Score: Raw -3144290.708353 + Penalty 11532.668690 = -3132758.039663
  nChanged 276
		SP:Iteration 14Q (44592.860000 sec): 3 clusters
  Score: Raw -3144472.735834 + Penalty 11532.668690 = -3132940.067144
  nChanged 251
		SP:Iteration 15Q (44592.950000 sec): 3 clusters
  Score: Raw -3144670.639970 + Penalty 11532.668690 = -3133137.971280
  nChanged 275
		SP:Iteration 16Q (44593.030000 sec): 3 clusters
  Score: Raw -3144913.423811 + Penalty 11532.668690 = -3133380.755121
  nChanged 291
		SP:Iteration 17Q (44593.120000 sec): 3 clusters
  Score: Raw -3145166.318820 + Penalty 11532.668690 = -3133633.650130
  nChanged 250
		SP:Iteration 18Q (44593.210000 sec): 3 clusters
  Score: Raw -3145384.281712 + Penalty 11532.668690 = -3133851.613022
  nChanged 231
		SP:Iteration 19Q (44593.290000 sec): 3 clusters
  Score: Raw -3145548.543805 + Penalty 11532.668690 = -3134015.875114
  nChanged 222
		SP:Iteration 20F (44593.380000 sec): 3 clusters
  Score: Raw -3145688.378754 + Penalty 11532.668690 = -3134155.710063
  nChanged 178
		SP:Iteration 21Q (44593.470000 sec): 3 clusters
  Score: Raw -3145773.779072 + Penalty 11532.668690 = -3134241.110382
  nChanged 141
		SP:Iteration 22Q (44593.550000 sec): 3 clusters
  Score: Raw -3145849.432123 + Penalty 11532.668690 = -3134316.763433
  nChanged 129
		SP:Iteration 23Q (44593.630000 sec): 3 clusters
  Score: Raw -3145913.300263 + Penalty 11532.668690 = -3134380.631573
  nChanged 92
		SP:Iteration 24Q (44593.710000 sec): 3 clusters
  Score: Raw -3145951.602208 + Penalty 11532.668690 = -3134418.933518
  nChanged 72
		SP:Iteration 25Q (44593.800000 sec): 3 clusters
  Score: Raw -3145977.038974 + Penalty 11532.668690 = -3134444.370284
  nChanged 54
		SP:Iteration 26Q (44593.880000 sec): 3 clusters
  Score: Raw -3145997.224795 + Penalty 11532.668690 = -3134464.556104
  nChanged 35
		SP:Iteration 27Q (44593.960000 sec): 3 clusters
  Score: Raw -3146008.480270 + Penalty 11532.668690 = -3134475.811579
  nChanged 36
		SP:Iteration 28Q (44594.040000 sec): 3 clusters
  Score: Raw -3146018.666975 + Penalty 11532.668690 = -3134485.998285
  nChanged 19
		SP:Iteration 29Q (44594.120000 sec): 3 clusters
  Score: Raw -3146024.715063 + Penalty 11532.668690 = -3134492.046373
  nChanged 20
		SP:Iteration 30Q (44594.210000 sec): 3 clusters
  Score: Raw -3146029.834417 + Penalty 11532.668690 = -3134497.165726
  nChanged 21
		SP:Iteration 31Q (44594.290000 sec): 3 clusters
  Score: Raw -3146036.830169 + Penalty 11532.668690 = -3134504.161478
  nChanged 21
		SP:Iteration 32Q (44594.370000 sec): 3 clusters
  Score: Raw -3146043.053456 + Penalty 11532.668690 = -3134510.384766
  nChanged 22
		SP:Iteration 33Q (44594.450000 sec): 3 clusters
  Score: Raw -3146049.694673 + Penalty 11532.668690 = -3134517.025983
  nChanged 29
		SP:Iteration 34Q (44594.530000 sec): 3 clusters
  Score: Raw -3146059.074989 + Penalty 11532.668690 = -3134526.406299
  nChanged 23
		SP:Iteration 35Q (44594.610000 sec): 3 clusters
  Score: Raw -3146065.790736 + Penalty 11532.668690 = -3134533.122045
  nChanged 26
		SP:Iteration 36Q (44594.690000 sec): 3 clusters
  Score: Raw -3146075.129484 + Penalty 11532.668690 = -3134542.460794
  nChanged 26
		SP:Iteration 37Q (44594.780000 sec): 3 clusters
  Score: Raw -3146085.542240 + Penalty 11532.668690 = -3134552.873550
  nChanged 27
		SP:Iteration 38Q (44594.860000 sec): 3 clusters
  Score: Raw -3146095.126055 + Penalty 11532.668690 = -3134562.457364
  nChanged 27
		SP:Iteration 39Q (44594.940000 sec): 3 clusters
  Score: Raw -3146104.497779 + Penalty 11532.668690 = -3134571.829089
  nChanged 27
		SP:Iteration 40F (44595.030000 sec): 3 clusters
  Score: Raw -3146114.770375 + Penalty 11532.668690 = -3134582.101685
  nChanged 36
		SP:Iteration 41Q (44595.110000 sec): 3 clusters
  Score: Raw -3146126.661079 + Penalty 11532.668690 = -3134593.992389
  nChanged 33
		SP:Iteration 42Q (44595.190000 sec): 3 clusters
  Score: Raw -3146136.615411 + Penalty 11532.668690 = -3134603.946721
  nChanged 29
		SP:Iteration 43Q (44595.280000 sec): 3 clusters
  Score: Raw -3146145.486770 + Penalty 11532.668690 = -3134612.818080
  nChanged 29
		SP:Iteration 44Q (44595.360000 sec): 3 clusters
  Score: Raw -3146155.877200 + Penalty 11532.668690 = -3134623.208510
  nChanged 24
		SP:Iteration 45Q (44595.440000 sec): 3 clusters
  Score: Raw -3146165.952685 + Penalty 11532.668690 = -3134633.283995
  nChanged 26
		SP:Iteration 46Q (44595.520000 sec): 3 clusters
  Score: Raw -3146177.101109 + Penalty 11532.668690 = -3134644.432419
  nChanged 21
		SP:Iteration 47Q (44595.600000 sec): 3 clusters
  Score: Raw -3146185.346308 + Penalty 11532.668690 = -3134652.677618
  nChanged 23
		SP:Iteration 48Q (44595.680000 sec): 3 clusters
  Score: Raw -3146194.983802 + Penalty 11532.668690 = -3134662.315112
  nChanged 27
		SP:Iteration 49Q (44595.760000 sec): 3 clusters
  Score: Raw -3146208.905495 + Penalty 11532.668690 = -3134676.236805
  nChanged 33
		SP:Iteration 50Q (44595.850000 sec): 3 clusters
  Score: Raw -3146222.921397 + Penalty 11532.668690 = -3134690.252706
  nChanged 27
		SP:Iteration 51Q (44595.930000 sec): 3 clusters
  Score: Raw -3146233.824429 + Penalty 11532.668690 = -3134701.155738
  nChanged 30
		SP:Iteration 52Q (44596.010000 sec): 3 clusters
  Score: Raw -3146246.424320 + Penalty 11532.668690 = -3134713.755630
  nChanged 22
		SP:Iteration 53Q (44596.090000 sec): 3 clusters
  Score: Raw -3146254.252318 + Penalty 11532.668690 = -3134721.583628
  nChanged 13
		SP:Iteration 54Q (44596.170000 sec): 3 clusters
  Score: Raw -3146260.427483 + Penalty 11532.668690 = -3134727.758793
  nChanged 13
		SP:Iteration 55Q (44596.250000 sec): 3 clusters
  Score: Raw -3146264.615772 + Penalty 11532.668690 = -3134731.947082
  nChanged 12
		SP:Iteration 56Q (44596.330000 sec): 3 clusters
  Score: Raw -3146268.403026 + Penalty 11532.668690 = -3134735.734336
  nChanged 9
		SP:Iteration 57Q (44596.410000 sec): 3 clusters
  Score: Raw -3146272.213125 + Penalty 11532.668690 = -3134739.544435
  nChanged 12
		SP:Iteration 58Q (44596.490000 sec): 3 clusters
  Score: Raw -3146275.407268 + Penalty 11532.668690 = -3134742.738578
  nChanged 10
		SP:Iteration 59Q (44596.570000 sec): 3 clusters
  Score: Raw -3146279.241533 + Penalty 11532.668690 = -3134746.572843
  nChanged 7
		SP:Iteration 60F (44596.660000 sec): 3 clusters
  Score: Raw -3146281.403768 + Penalty 11532.668690 = -3134748.735078
  nChanged 1
		SP:Iteration 61Q (44596.740000 sec): 3 clusters
  Score: Raw -3146281.628843 + Penalty 11532.668690 = -3134748.960153
  nChanged 0
		SP:Iteration 62F (44596.830000 sec): 3 clusters
  Score: Raw -3146281.628843 + Penalty 11532.668690 = -3134748.960153
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (20845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44596.980000 sec): 2 clusters
  Score: Raw -5555297.303403 + Penalty 6091.232502 = -5549206.070901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44597.140000 sec): 3 clusters
  Score: Raw -5544457.252745 + Penalty 12182.465003 = -5532274.787742
  nChanged 8452
		SP:Iteration 1F (44597.290000 sec): 3 clusters
  Score: Raw -5549318.304538 + Penalty 12182.465003 = -5537135.839534
  nChanged 1525
		SP:Iteration 2F (44597.450000 sec): 3 clusters
  Score: Raw -5550357.855475 + Penalty 12182.465003 = -5538175.390471
  nChanged 1286
		SP:Iteration 3F (44597.610000 sec): 3 clusters
  Score: Raw -5551310.877823 + Penalty 12182.465003 = -5539128.412820
  nChanged 1178
		SP:Iteration 4F (44597.770000 sec): 3 clusters
  Score: Raw -5552168.893102 + Penalty 12182.465003 = -5539986.428098
  nChanged 1162
		SP:Iteration 5F (44597.930000 sec): 3 clusters
  Score: Raw -5552982.910439 + Penalty 12182.465003 = -5540800.445436
  nChanged 1091
		SP:Iteration 6F (44598.090000 sec): 3 clusters
  Score: Raw -5553779.949349 + Penalty 12182.465003 = -5541597.484346
  nChanged 1111
		SP:Iteration 7F (44598.250000 sec): 3 clusters
  Score: Raw -5554636.945503 + Penalty 12182.465003 = -5542454.480500
  nChanged 1123
		SP:Iteration 8F (44598.410000 sec): 3 clusters
  Score: Raw -5555475.419297 + Penalty 12182.465003 = -5543292.954294
  nChanged 1058
		SP:Iteration 9F (44598.570000 sec): 3 clusters
  Score: Raw -5556187.939609 + Penalty 12182.465003 = -5544005.474606
  nChanged 882
		SP:Iteration 10Q (44598.720000 sec): 3 clusters
  Score: Raw -5556693.354065 + Penalty 12182.465003 = -5544510.889062
  nChanged 676
		SP:Iteration 11Q (44598.870000 sec): 3 clusters
  Score: Raw -5557001.628829 + Penalty 12182.465003 = -5544819.163826
  nChanged 487
		SP:Iteration 12Q (44599.020000 sec): 3 clusters
  Score: Raw -5557182.376154 + Penalty 12182.465003 = -5544999.911151
  nChanged 366
		SP:Iteration 13Q (44599.180000 sec): 3 clusters
  Score: Raw -5557320.962935 + Penalty 12182.465003 = -5545138.497931
  nChanged 278
		SP:Iteration 14Q (44599.330000 sec): 3 clusters
  Score: Raw -5557412.229255 + Penalty 12182.465003 = -5545229.764252
  nChanged 208
		SP:Iteration 15Q (44599.480000 sec): 3 clusters
  Score: Raw -5557473.120505 + Penalty 12182.465003 = -5545290.655502
  nChanged 135
		SP:Iteration 16Q (44599.630000 sec): 3 clusters
  Score: Raw -5557505.939457 + Penalty 12182.465003 = -5545323.474454
  nChanged 106
		SP:Iteration 17Q (44599.790000 sec): 3 clusters
  Score: Raw -5557530.301771 + Penalty 12182.465003 = -5545347.836767
  nChanged 102
		SP:Iteration 18Q (44599.940000 sec): 3 clusters
  Score: Raw -5557554.712614 + Penalty 12182.465003 = -5545372.247611
  nChanged 80
		SP:Iteration 19Q (44600.090000 sec): 3 clusters
  Score: Raw -5557570.911931 + Penalty 12182.465003 = -5545388.446928
  nChanged 62
		SP:Iteration 20F (44600.250000 sec): 3 clusters
  Score: Raw -5557581.646660 + Penalty 12182.465003 = -5545399.181657
  nChanged 50
		SP:Iteration 21Q (44600.410000 sec): 3 clusters
  Score: Raw -5557590.308061 + Penalty 12182.465003 = -5545407.843058
  nChanged 32
		SP:Iteration 22Q (44600.560000 sec): 3 clusters
  Score: Raw -5557596.135678 + Penalty 12182.465003 = -5545413.670675
  nChanged 31
		SP:Iteration 23Q (44600.720000 sec): 3 clusters
  Score: Raw -5557601.380393 + Penalty 12182.465003 = -5545418.915389
  nChanged 29
		SP:Iteration 24Q (44600.870000 sec): 3 clusters
  Score: Raw -5557606.251545 + Penalty 12182.465003 = -5545423.786542
  nChanged 23
		SP:Iteration 25Q (44601.020000 sec): 3 clusters
  Score: Raw -5557609.544548 + Penalty 12182.465003 = -5545427.079545
  nChanged 10
		SP:Iteration 26Q (44601.180000 sec): 3 clusters
  Score: Raw -5557610.991893 + Penalty 12182.465003 = -5545428.526890
  nChanged 5
		SP:Iteration 27Q (44601.330000 sec): 3 clusters
  Score: Raw -5557611.935803 + Penalty 12182.465003 = -5545429.470800
  nChanged 10
		SP:Iteration 28Q (44601.490000 sec): 3 clusters
  Score: Raw -5557613.141129 + Penalty 12182.465003 = -5545430.676126
  nChanged 9
		SP:Iteration 29Q (44601.640000 sec): 3 clusters
  Score: Raw -5557614.271431 + Penalty 12182.465003 = -5545431.806428
  nChanged 10
		SP:Iteration 30Q (44601.790000 sec): 3 clusters
  Score: Raw -5557616.046288 + Penalty 12182.465003 = -5545433.581285
  nChanged 10
		SP:Iteration 31Q (44601.950000 sec): 3 clusters
  Score: Raw -5557617.761628 + Penalty 12182.465003 = -5545435.296625
  nChanged 7
		SP:Iteration 32Q (44602.100000 sec): 3 clusters
  Score: Raw -5557619.111376 + Penalty 12182.465003 = -5545436.646373
  nChanged 7
		SP:Iteration 33Q (44602.250000 sec): 3 clusters
  Score: Raw -5557620.287218 + Penalty 12182.465003 = -5545437.822215
  nChanged 8
		SP:Iteration 34Q (44602.410000 sec): 3 clusters
  Score: Raw -5557621.523487 + Penalty 12182.465003 = -5545439.058484
  nChanged 11
		SP:Iteration 35Q (44602.570000 sec): 3 clusters
  Score: Raw -5557623.040396 + Penalty 12182.465003 = -5545440.575393
  nChanged 10
		SP:Iteration 36Q (44602.710000 sec): 3 clusters
  Score: Raw -5557624.826199 + Penalty 12182.465003 = -5545442.361196
  nChanged 6
		SP:Iteration 37Q (44602.870000 sec): 3 clusters
  Score: Raw -5557625.712303 + Penalty 12182.465003 = -5545443.247300
  nChanged 4
		SP:Iteration 38Q (44603.020000 sec): 3 clusters
  Score: Raw -5557626.234986 + Penalty 12182.465003 = -5545443.769982
  nChanged 3
		SP:Iteration 39Q (44603.180000 sec): 3 clusters
  Score: Raw -5557626.701176 + Penalty 12182.465003 = -5545444.236173
  nChanged 2
		SP:Iteration 40F (44603.330000 sec): 3 clusters
  Score: Raw -5557626.924927 + Penalty 12182.465003 = -5545444.459924
  nChanged 2
		SP:Iteration 41Q (44603.490000 sec): 3 clusters
  Score: Raw -5557627.148606 + Penalty 12182.465003 = -5545444.683603
  nChanged 4
		SP:Iteration 42Q (44603.650000 sec): 3 clusters
  Score: Raw -5557627.676809 + Penalty 12182.465003 = -5545445.211806
  nChanged 4
		SP:Iteration 43Q (44603.800000 sec): 3 clusters
  Score: Raw -5557628.104995 + Penalty 12182.465003 = -5545445.639992
  nChanged 3
		SP:Iteration 44Q (44603.960000 sec): 3 clusters
  Score: Raw -5557628.441190 + Penalty 12182.465003 = -5545445.976187
  nChanged 3
		SP:Iteration 45Q (44604.110000 sec): 3 clusters
  Score: Raw -5557628.808057 + Penalty 12182.465003 = -5545446.343054
  nChanged 4
		SP:Iteration 46Q (44604.260000 sec): 3 clusters
  Score: Raw -5557629.397558 + Penalty 12182.465003 = -5545446.932555
  nChanged 1
		SP:Iteration 47Q (44604.420000 sec): 3 clusters
  Score: Raw -5557629.539485 + Penalty 12182.465003 = -5545447.074482
  nChanged 1
		SP:Iteration 48Q (44604.570000 sec): 3 clusters
  Score: Raw -5557629.681037 + Penalty 12182.465003 = -5545447.216034
  nChanged 2
		SP:Iteration 49Q (44604.720000 sec): 3 clusters
  Score: Raw -5557629.999723 + Penalty 12182.465003 = -5545447.534720
  nChanged 2
		SP:Iteration 50Q (44604.880000 sec): 3 clusters
  Score: Raw -5557630.236765 + Penalty 12182.465003 = -5545447.771762
  nChanged 3
		SP:Iteration 51Q (44605.030000 sec): 3 clusters
  Score: Raw -5557630.654558 + Penalty 12182.465003 = -5545448.189555
  nChanged 3
		SP:Iteration 52Q (44605.190000 sec): 3 clusters
  Score: Raw -5557630.946386 + Penalty 12182.465003 = -5545448.481383
  nChanged 2
		SP:Iteration 53Q (44605.340000 sec): 3 clusters
  Score: Raw -5557631.138229 + Penalty 12182.465003 = -5545448.673226
  nChanged 0
		SP:Iteration 54F (44605.500000 sec): 3 clusters
  Score: Raw -5557631.138229 + Penalty 12182.465003 = -5545448.673226
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44605.550000 sec): 2 clusters
  Score: Raw -1484238.079829 + Penalty 5300.678296 = -1478937.401533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44605.590000 sec): 3 clusters
  Score: Raw -1482012.087667 + Penalty 10601.356592 = -1471410.731075
  nChanged 1884
		SP:Iteration 1F (44605.640000 sec): 3 clusters
  Score: Raw -1483280.804604 + Penalty 10601.356592 = -1472679.448012
  nChanged 434
		SP:Iteration 2F (44605.680000 sec): 3 clusters
  Score: Raw -1483639.131354 + Penalty 10601.356592 = -1473037.774762
  nChanged 235
		SP:Iteration 3Q (44605.720000 sec): 3 clusters
  Score: Raw -1483840.061579 + Penalty 10601.356592 = -1473238.704987
  nChanged 190
		SP:Iteration 4Q (44605.760000 sec): 3 clusters
  Score: Raw -1484004.933468 + Penalty 10601.356592 = -1473403.576876
  nChanged 164
		SP:Iteration 5Q (44605.800000 sec): 3 clusters
  Score: Raw -1484137.316294 + Penalty 10601.356592 = -1473535.959702
  nChanged 157
		SP:Iteration 6Q (44605.850000 sec): 3 clusters
  Score: Raw -1484260.217414 + Penalty 10601.356592 = -1473658.860822
  nChanged 127
		SP:Iteration 7Q (44605.890000 sec): 3 clusters
  Score: Raw -1484352.615571 + Penalty 10601.356592 = -1473751.258979
  nChanged 91
		SP:Iteration 8Q (44605.930000 sec): 3 clusters
  Score: Raw -1484423.983523 + Penalty 10601.356592 = -1473822.626932
  nChanged 92
		SP:Iteration 9Q (44605.970000 sec): 3 clusters
  Score: Raw -1484500.826576 + Penalty 10601.356592 = -1473899.469985
  nChanged 111
		SP:Iteration 10Q (44606.010000 sec): 3 clusters
  Score: Raw -1484590.635593 + Penalty 10601.356592 = -1473989.279001
  nChanged 102
		SP:Iteration 11Q (44606.060000 sec): 3 clusters
  Score: Raw -1484674.425003 + Penalty 10601.356592 = -1474073.068411
  nChanged 112
		SP:Iteration 12Q (44606.100000 sec): 3 clusters
  Score: Raw -1484779.686596 + Penalty 10601.356592 = -1474178.330004
  nChanged 127
		SP:Iteration 13Q (44606.140000 sec): 3 clusters
  Score: Raw -1484900.447642 + Penalty 10601.356592 = -1474299.091050
  nChanged 121
		SP:Iteration 14Q (44606.180000 sec): 3 clusters
  Score: Raw -1485017.237209 + Penalty 10601.356592 = -1474415.880617
  nChanged 113
		SP:Iteration 15Q (44606.220000 sec): 3 clusters
  Score: Raw -1485134.396135 + Penalty 10601.356592 = -1474533.039543
  nChanged 145
		SP:Iteration 16Q (44606.260000 sec): 3 clusters
  Score: Raw -1485298.993192 + Penalty 10601.356592 = -1474697.636600
  nChanged 173
		SP:Iteration 17Q (44606.300000 sec): 3 clusters
  Score: Raw -1485534.539244 + Penalty 10601.356592 = -1474933.182652
  nChanged 197
		SP:Iteration 18Q (44606.340000 sec): 3 clusters
  Score: Raw -1485873.024783 + Penalty 10601.356592 = -1475271.668191
  nChanged 236
		SP:Iteration 19Q (44606.380000 sec): 3 clusters
  Score: Raw -1486326.508512 + Penalty 10601.356592 = -1475725.151920
  nChanged 264
		SP:Iteration 20F (44606.420000 sec): 3 clusters
  Score: Raw -1486924.603567 + Penalty 10601.356592 = -1476323.246975
  nChanged 256
		SP:Iteration 21Q (44606.460000 sec): 3 clusters
  Score: Raw -1487554.589078 + Penalty 10601.356592 = -1476953.232486
  nChanged 193
		SP:Iteration 22Q (44606.490000 sec): 3 clusters
  Score: Raw -1487958.835952 + Penalty 10601.356592 = -1477357.479360
  nChanged 135
		SP:Iteration 23Q (44606.520000 sec): 3 clusters
  Score: Raw -1488190.814750 + Penalty 10601.356592 = -1477589.458158
  nChanged 62
		SP:Iteration 24Q (44606.560000 sec): 3 clusters
  Score: Raw -1488258.128874 + Penalty 10601.356592 = -1477656.772283
  nChanged 29
		SP:Iteration 25Q (44606.590000 sec): 3 clusters
  Score: Raw -1488279.758743 + Penalty 10601.356592 = -1477678.402151
  nChanged 13
		SP:Iteration 26Q (44606.620000 sec): 3 clusters
  Score: Raw -1488290.346237 + Penalty 10601.356592 = -1477688.989645
  nChanged 6
		SP:Iteration 27Q (44606.650000 sec): 3 clusters
  Score: Raw -1488293.451301 + Penalty 10601.356592 = -1477692.094709
  nChanged 5
		SP:Iteration 28Q (44606.680000 sec): 3 clusters
  Score: Raw -1488296.655727 + Penalty 10601.356592 = -1477695.299135
  nChanged 2
		SP:Iteration 29Q (44606.710000 sec): 3 clusters
  Score: Raw -1488297.505075 + Penalty 10601.356592 = -1477696.148483
  nChanged 0
		SP:Iteration 30F (44606.760000 sec): 3 clusters
  Score: Raw -1488297.505075 + Penalty 10601.356592 = -1477696.148483
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44606.770000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44606.780000 sec): 3 clusters
  Score: Raw -406612.372591 + Penalty 8995.697131 = -397616.675461
  nChanged 306
		SP:Iteration 1F (44606.800000 sec): 3 clusters
  Score: Raw -407079.138777 + Penalty 8995.697131 = -398083.441646
  nChanged 78
		SP:Iteration 2F (44606.810000 sec): 3 clusters
  Score: Raw -407221.478958 + Penalty 8995.697131 = -398225.781827
  nChanged 27
		SP:Iteration 3Q (44606.820000 sec): 3 clusters
  Score: Raw -407268.220795 + Penalty 8995.697131 = -398272.523664
  nChanged 15
		SP:Iteration 4Q (44606.830000 sec): 3 clusters
  Score: Raw -407293.149617 + Penalty 8995.697131 = -398297.452486
  nChanged 12
		SP:Iteration 5Q (44606.840000 sec): 3 clusters
  Score: Raw -407310.559623 + Penalty 8995.697131 = -398314.862492
  nChanged 12
		SP:Iteration 6Q (44606.850000 sec): 3 clusters
  Score: Raw -407332.902114 + Penalty 8995.697131 = -398337.204983
  nChanged 9
		SP:Iteration 7Q (44606.860000 sec): 3 clusters
  Score: Raw -407358.792603 + Penalty 8995.697131 = -398363.095472
  nChanged 12
		SP:Iteration 8Q (44606.870000 sec): 3 clusters
  Score: Raw -407400.380707 + Penalty 8995.697131 = -398404.683576
  nChanged 15
		SP:Iteration 9Q (44606.880000 sec): 3 clusters
  Score: Raw -407438.294989 + Penalty 8995.697131 = -398442.597859
  nChanged 17
		SP:Iteration 10Q (44606.900000 sec): 3 clusters
  Score: Raw -407483.908210 + Penalty 8995.697131 = -398488.211079
  nChanged 19
		SP:Iteration 11Q (44606.910000 sec): 3 clusters
  Score: Raw -407541.137917 + Penalty 8995.697131 = -398545.440786
  nChanged 21
		SP:Iteration 12Q (44606.920000 sec): 3 clusters
  Score: Raw -407598.890533 + Penalty 8995.697131 = -398603.193403
  nChanged 22
		SP:Iteration 13Q (44606.930000 sec): 3 clusters
  Score: Raw -407653.057270 + Penalty 8995.697131 = -398657.360139
  nChanged 20
		SP:Iteration 14Q (44606.940000 sec): 3 clusters
  Score: Raw -407702.457668 + Penalty 8995.697131 = -398706.760537
  nChanged 16
		SP:Iteration 15Q (44606.950000 sec): 3 clusters
  Score: Raw -407746.359543 + Penalty 8995.697131 = -398750.662412
  nChanged 15
		SP:Iteration 16Q (44606.960000 sec): 3 clusters
  Score: Raw -407774.654241 + Penalty 8995.697131 = -398778.957111
  nChanged 14
		SP:Iteration 17Q (44606.970000 sec): 3 clusters
  Score: Raw -407797.267076 + Penalty 8995.697131 = -398801.569945
  nChanged 11
		SP:Iteration 18Q (44606.980000 sec): 3 clusters
  Score: Raw -407815.111582 + Penalty 8995.697131 = -398819.414451
  nChanged 7
		SP:Iteration 19Q (44606.990000 sec): 3 clusters
  Score: Raw -407829.836309 + Penalty 8995.697131 = -398834.139178
  nChanged 1
		SP:Iteration 20F (44607.000000 sec): 3 clusters
  Score: Raw -407831.017493 + Penalty 8995.697131 = -398835.320363
  nChanged 2
		SP:Iteration 21Q (44607.020000 sec): 3 clusters
  Score: Raw -407836.421971 + Penalty 8995.697131 = -398840.724841
  nChanged 5
		SP:Iteration 22Q (44607.020000 sec): 3 clusters
  Score: Raw -407846.885863 + Penalty 8995.697131 = -398851.188732
  nChanged 6
		SP:Iteration 23Q (44607.040000 sec): 3 clusters
  Score: Raw -407856.011723 + Penalty 8995.697131 = -398860.314592
  nChanged 3
		SP:Iteration 24Q (44607.050000 sec): 3 clusters
  Score: Raw -407862.116535 + Penalty 8995.697131 = -398866.419405
  nChanged 4
		SP:Iteration 25Q (44607.060000 sec): 3 clusters
  Score: Raw -407869.259641 + Penalty 8995.697131 = -398873.562510
  nChanged 4
		SP:Iteration 26Q (44607.070000 sec): 3 clusters
  Score: Raw -407875.169549 + Penalty 8995.697131 = -398879.472419
  nChanged 5
		SP:Iteration 27Q (44607.080000 sec): 3 clusters
  Score: Raw -407886.421459 + Penalty 8995.697131 = -398890.724328
  nChanged 3
		SP:Iteration 28Q (44607.090000 sec): 3 clusters
  Score: Raw -407894.774794 + Penalty 8995.697131 = -398899.077664
  nChanged 4
		SP:Iteration 29Q (44607.100000 sec): 3 clusters
  Score: Raw -407900.600267 + Penalty 8995.697131 = -398904.903136
  nChanged 0
		SP:Iteration 30F (44607.110000 sec): 3 clusters
  Score: Raw -407900.600267 + Penalty 8995.697131 = -398904.903136
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (67958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44607.580000 sec): 2 clusters
  Score: Raw -18039823.675266 + Penalty 6815.070152 = -18033008.605114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44608.110000 sec): 3 clusters
  Score: Raw -17999695.711836 + Penalty 13630.140304 = -17986065.571531
  nChanged 30229
		SP:Iteration 1F (44608.620000 sec): 3 clusters
  Score: Raw -18015814.640771 + Penalty 13630.140304 = -18002184.500467
  nChanged 3142
		SP:Iteration 2Q (44609.140000 sec): 3 clusters
  Score: Raw -18016811.342503 + Penalty 13630.140304 = -18003181.202199
  nChanged 2725
		SP:Iteration 3Q (44609.670000 sec): 3 clusters
  Score: Raw -18017629.890687 + Penalty 13630.140304 = -18003999.750383
  nChanged 2499
		SP:Iteration 4Q (44610.190000 sec): 3 clusters
  Score: Raw -18018399.564818 + Penalty 13630.140304 = -18004769.424514
  nChanged 2425
		SP:Iteration 5Q (44610.710000 sec): 3 clusters
  Score: Raw -18019194.306797 + Penalty 13630.140304 = -18005564.166493
  nChanged 2478
		SP:Iteration 6Q (44611.230000 sec): 3 clusters
  Score: Raw -18020103.591925 + Penalty 13630.140304 = -18006473.451621
  nChanged 2694
		SP:Iteration 7Q (44611.750000 sec): 3 clusters
  Score: Raw -18021231.649441 + Penalty 13630.140304 = -18007601.509136
  nChanged 2944
		SP:Iteration 8Q (44612.270000 sec): 3 clusters
  Score: Raw -18022607.848103 + Penalty 13630.140304 = -18008977.707799
  nChanged 3167
		SP:Iteration 9Q (44612.790000 sec): 3 clusters
  Score: Raw -18024153.141018 + Penalty 13630.140304 = -18010523.000714
  nChanged 3303
		SP:Iteration 10Q (44613.310000 sec): 3 clusters
  Score: Raw -18025779.251829 + Penalty 13630.140304 = -18012149.111525
  nChanged 3173
		SP:Iteration 11Q (44613.830000 sec): 3 clusters
  Score: Raw -18027284.640520 + Penalty 13630.140304 = -18013654.500215
  nChanged 2930
		SP:Iteration 12Q (44614.340000 sec): 3 clusters
  Score: Raw -18028543.003323 + Penalty 13630.140304 = -18014912.863019
  nChanged 2465
		SP:Iteration 13Q (44614.860000 sec): 3 clusters
  Score: Raw -18029556.423762 + Penalty 13630.140304 = -18015926.283458
  nChanged 2152
		SP:Iteration 14Q (44615.380000 sec): 3 clusters
  Score: Raw -18030388.695506 + Penalty 13630.140304 = -18016758.555201
  nChanged 1904
		SP:Iteration 15Q (44615.890000 sec): 3 clusters
  Score: Raw -18031197.055912 + Penalty 13630.140304 = -18017566.915607
  nChanged 1764
		SP:Iteration 16Q (44616.410000 sec): 3 clusters
  Score: Raw -18031979.633427 + Penalty 13630.140304 = -18018349.493123
  nChanged 1660
		SP:Iteration 17Q (44616.920000 sec): 3 clusters
  Score: Raw -18032766.682054 + Penalty 13630.140304 = -18019136.541750
  nChanged 1581
		SP:Iteration 18Q (44617.430000 sec): 3 clusters
  Score: Raw -18033530.976902 + Penalty 13630.140304 = -18019900.836597
  nChanged 1471
		SP:Iteration 19Q (44617.930000 sec): 3 clusters
  Score: Raw -18034272.041113 + Penalty 13630.140304 = -18020641.900809
  nChanged 1423
		SP:Iteration 20F (44618.450000 sec): 3 clusters
  Score: Raw -18035029.581095 + Penalty 13630.140304 = -18021399.440791
  nChanged 1373
		SP:Iteration 21Q (44618.930000 sec): 3 clusters
  Score: Raw -18035752.021227 + Penalty 13630.140304 = -18022121.880923
  nChanged 1195
		SP:Iteration 22Q (44619.410000 sec): 3 clusters
  Score: Raw -18036365.044864 + Penalty 13630.140304 = -18022734.904559
  nChanged 1086
		SP:Iteration 23Q (44619.870000 sec): 3 clusters
  Score: Raw -18036871.205458 + Penalty 13630.140304 = -18023241.065154
  nChanged 971
		SP:Iteration 24Q (44620.330000 sec): 3 clusters
  Score: Raw -18037286.452593 + Penalty 13630.140304 = -18023656.312288
  nChanged 837
		SP:Iteration 25Q (44620.780000 sec): 3 clusters
  Score: Raw -18037620.793823 + Penalty 13630.140304 = -18023990.653519
  nChanged 768
		SP:Iteration 26Q (44621.230000 sec): 3 clusters
  Score: Raw -18037919.126247 + Penalty 13630.140304 = -18024288.985942
  nChanged 727
		SP:Iteration 27Q (44621.660000 sec): 3 clusters
  Score: Raw -18038201.769973 + Penalty 13630.140304 = -18024571.629669
  nChanged 654
		SP:Iteration 28Q (44622.090000 sec): 3 clusters
  Score: Raw -18038448.695202 + Penalty 13630.140304 = -18024818.554898
  nChanged 587
		SP:Iteration 29Q (44622.520000 sec): 3 clusters
  Score: Raw -18038674.109181 + Penalty 13630.140304 = -18025043.968877
  nChanged 577
		SP:Iteration 30Q (44622.950000 sec): 3 clusters
  Score: Raw -18038898.753306 + Penalty 13630.140304 = -18025268.613002
  nChanged 529
		SP:Iteration 31Q (44623.370000 sec): 3 clusters
  Score: Raw -18039109.317514 + Penalty 13630.140304 = -18025479.177210
  nChanged 512
		SP:Iteration 32Q (44623.780000 sec): 3 clusters
  Score: Raw -18039322.999353 + Penalty 13630.140304 = -18025692.859049
  nChanged 472
		SP:Iteration 33Q (44624.190000 sec): 3 clusters
  Score: Raw -18039512.764435 + Penalty 13630.140304 = -18025882.624131
  nChanged 417
		SP:Iteration 34Q (44624.600000 sec): 3 clusters
  Score: Raw -18039681.365686 + Penalty 13630.140304 = -18026051.225382
  nChanged 398
		SP:Iteration 35Q (44625.010000 sec): 3 clusters
  Score: Raw -18039855.654745 + Penalty 13630.140304 = -18026225.514441
  nChanged 355
		SP:Iteration 36Q (44625.410000 sec): 3 clusters
  Score: Raw -18040014.207856 + Penalty 13630.140304 = -18026384.067552
  nChanged 323
		SP:Iteration 37Q (44625.810000 sec): 3 clusters
  Score: Raw -18040158.806238 + Penalty 13630.140304 = -18026528.665934
  nChanged 267
		SP:Iteration 38Q (44626.210000 sec): 3 clusters
  Score: Raw -18040280.730375 + Penalty 13630.140304 = -18026650.590071
  nChanged 243
		SP:Iteration 39Q (44626.600000 sec): 3 clusters
  Score: Raw -18040384.257408 + Penalty 13630.140304 = -18026754.117104
  nChanged 223
		SP:Iteration 40F (44627.110000 sec): 3 clusters
  Score: Raw -18040486.139912 + Penalty 13630.140304 = -18026855.999608
  nChanged 179
		SP:Iteration 41Q (44627.500000 sec): 3 clusters
  Score: Raw -18040568.642842 + Penalty 13630.140304 = -18026938.502538
  nChanged 163
		SP:Iteration 42Q (44627.890000 sec): 3 clusters
  Score: Raw -18040639.564672 + Penalty 13630.140304 = -18027009.424368
  nChanged 132
		SP:Iteration 43Q (44628.270000 sec): 3 clusters
  Score: Raw -18040692.872027 + Penalty 13630.140304 = -18027062.731723
  nChanged 117
		SP:Iteration 44Q (44628.650000 sec): 3 clusters
  Score: Raw -18040745.367767 + Penalty 13630.140304 = -18027115.227462
  nChanged 98
		SP:Iteration 45Q (44629.030000 sec): 3 clusters
  Score: Raw -18040785.582168 + Penalty 13630.140304 = -18027155.441863
  nChanged 86
		SP:Iteration 46Q (44629.410000 sec): 3 clusters
  Score: Raw -18040819.722842 + Penalty 13630.140304 = -18027189.582538
  nChanged 63
		SP:Iteration 47Q (44629.790000 sec): 3 clusters
  Score: Raw -18040841.985201 + Penalty 13630.140304 = -18027211.844896
  nChanged 47
		SP:Iteration 48Q (44630.170000 sec): 3 clusters
  Score: Raw -18040858.124408 + Penalty 13630.140304 = -18027227.984104
  nChanged 33
		SP:Iteration 49Q (44630.550000 sec): 3 clusters
  Score: Raw -18040868.575050 + Penalty 13630.140304 = -18027238.434746
  nChanged 20
		SP:Iteration 50Q (44630.930000 sec): 3 clusters
  Score: Raw -18040875.257424 + Penalty 13630.140304 = -18027245.117120
  nChanged 24
		SP:Iteration 51Q (44631.300000 sec): 3 clusters
  Score: Raw -18040883.885440 + Penalty 13630.140304 = -18027253.745136
  nChanged 24
		SP:Iteration 52Q (44631.680000 sec): 3 clusters
  Score: Raw -18040893.035005 + Penalty 13630.140304 = -18027262.894701
  nChanged 19
		SP:Iteration 53Q (44632.060000 sec): 3 clusters
  Score: Raw -18040898.813106 + Penalty 13630.140304 = -18027268.672802
  nChanged 13
		SP:Iteration 54Q (44632.430000 sec): 3 clusters
  Score: Raw -18040902.909516 + Penalty 13630.140304 = -18027272.769212
  nChanged 16
		SP:Iteration 55Q (44632.810000 sec): 3 clusters
  Score: Raw -18040907.931350 + Penalty 13630.140304 = -18027277.791045
  nChanged 14
		SP:Iteration 56Q (44633.190000 sec): 3 clusters
  Score: Raw -18040912.332531 + Penalty 13630.140304 = -18027282.192227
  nChanged 12
		SP:Iteration 57Q (44633.570000 sec): 3 clusters
  Score: Raw -18040917.027667 + Penalty 13630.140304 = -18027286.887363
  nChanged 11
		SP:Iteration 58Q (44633.940000 sec): 3 clusters
  Score: Raw -18040920.949895 + Penalty 13630.140304 = -18027290.809591
  nChanged 14
		SP:Iteration 59Q (44634.320000 sec): 3 clusters
  Score: Raw -18040925.824665 + Penalty 13630.140304 = -18027295.684361
  nChanged 9
		SP:Iteration 60F (44634.830000 sec): 3 clusters
  Score: Raw -18040929.300623 + Penalty 13630.140304 = -18027299.160318
  nChanged 8
		SP:Iteration 61Q (44635.210000 sec): 3 clusters
  Score: Raw -18040932.510144 + Penalty 13630.140304 = -18027302.369840
  nChanged 10
		SP:Iteration 62Q (44635.590000 sec): 3 clusters
  Score: Raw -18040937.049780 + Penalty 13630.140304 = -18027306.909476
  nChanged 16
		SP:Iteration 63Q (44635.960000 sec): 3 clusters
  Score: Raw -18040943.204480 + Penalty 13630.140304 = -18027313.064176
  nChanged 11
		SP:Iteration 64Q (44636.340000 sec): 3 clusters
  Score: Raw -18040946.264540 + Penalty 13630.140304 = -18027316.124235
  nChanged 7
		SP:Iteration 65Q (44636.710000 sec): 3 clusters
  Score: Raw -18040947.814161 + Penalty 13630.140304 = -18027317.673857
  nChanged 4
		SP:Iteration 66Q (44637.090000 sec): 3 clusters
  Score: Raw -18040949.379334 + Penalty 13630.140304 = -18027319.239030
  nChanged 4
		SP:Iteration 67Q (44637.470000 sec): 3 clusters
  Score: Raw -18040951.040931 + Penalty 13630.140304 = -18027320.900626
  nChanged 2
		SP:Iteration 68Q (44637.840000 sec): 3 clusters
  Score: Raw -18040951.777859 + Penalty 13630.140304 = -18027321.637555
  nChanged 1
		SP:Iteration 69Q (44638.210000 sec): 3 clusters
  Score: Raw -18040952.071434 + Penalty 13630.140304 = -18027321.931130
  nChanged 1
		SP:Iteration 70Q (44638.590000 sec): 3 clusters
  Score: Raw -18040952.445892 + Penalty 13630.140304 = -18027322.305588
  nChanged 1
		SP:Iteration 71Q (44638.970000 sec): 3 clusters
  Score: Raw -18040952.722781 + Penalty 13630.140304 = -18027322.582477
  nChanged 0
		SP:Iteration 72F (44639.480000 sec): 3 clusters
  Score: Raw -18040952.722781 + Penalty 13630.140304 = -18027322.582477
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44639.530000 sec): 2 clusters
  Score: Raw -131395.247664 + Penalty 3879.133772 = -127516.113892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44639.530000 sec): 3 clusters
  Score: Raw -132277.552622 + Penalty 7758.267544 = -124519.285077
  nChanged 83
		SP:Iteration 1F (44639.540000 sec): 3 clusters
  Score: Raw -132629.455287 + Penalty 7758.267544 = -124871.187742
  nChanged 22
		SP:Iteration 2Q (44639.540000 sec): 3 clusters
  Score: Raw -132763.145986 + Penalty 7758.267544 = -125004.878442
  nChanged 29
		SP:Iteration 3F (44639.550000 sec): 3 clusters
  Score: Raw -132883.036590 + Penalty 7758.267544 = -125124.769046
  nChanged 13
		SP:Iteration 4Q (44639.550000 sec): 3 clusters
  Score: Raw -132928.440288 + Penalty 7758.267544 = -125170.172744
  nChanged 6
		SP:Iteration 5Q (44639.550000 sec): 3 clusters
  Score: Raw -132953.468357 + Penalty 7758.267544 = -125195.200812
  nChanged 2
		SP:Iteration 6Q (44639.560000 sec): 3 clusters
  Score: Raw -132959.357366 + Penalty 7758.267544 = -125201.089821
  nChanged 3
		SP:Iteration 7Q (44639.560000 sec): 3 clusters
  Score: Raw -132973.092800 + Penalty 7758.267544 = -125214.825255
  nChanged 2
		SP:Iteration 8Q (44639.570000 sec): 3 clusters
  Score: Raw -132983.416400 + Penalty 7758.267544 = -125225.148855
  nChanged 3
		SP:Iteration 9Q (44639.570000 sec): 3 clusters
  Score: Raw -132993.500243 + Penalty 7758.267544 = -125235.232698
  nChanged 2
		SP:Iteration 10Q (44639.570000 sec): 3 clusters
  Score: Raw -133002.751552 + Penalty 7758.267544 = -125244.484007
  nChanged 3
		SP:Iteration 11Q (44639.580000 sec): 3 clusters
  Score: Raw -133018.315275 + Penalty 7758.267544 = -125260.047731
  nChanged 4
		SP:Iteration 12Q (44639.580000 sec): 3 clusters
  Score: Raw -133033.973586 + Penalty 7758.267544 = -125275.706042
  nChanged 1
		SP:Iteration 13Q (44639.590000 sec): 3 clusters
  Score: Raw -133036.842569 + Penalty 7758.267544 = -125278.575024
  nChanged 1
		SP:Iteration 14Q (44639.590000 sec): 3 clusters
  Score: Raw -133042.094392 + Penalty 7758.267544 = -125283.826848
  nChanged 0
		SP:Iteration 15F (44639.590000 sec): 3 clusters
  Score: Raw -133042.094392 + Penalty 7758.267544 = -125283.826848
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44639.660000 sec): 2 clusters
  Score: Raw -2469894.397737 + Penalty 5619.130884 = -2464275.266853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44639.740000 sec): 3 clusters
  Score: Raw -2465544.873296 + Penalty 11238.261768 = -2454306.611528
  nChanged 3524
		SP:Iteration 1F (44639.810000 sec): 3 clusters
  Score: Raw -2467756.208690 + Penalty 11238.261768 = -2456517.946922
  nChanged 780
		SP:Iteration 2F (44639.880000 sec): 3 clusters
  Score: Raw -2468310.417735 + Penalty 11238.261768 = -2457072.155967
  nChanged 512
		SP:Iteration 3F (44639.950000 sec): 3 clusters
  Score: Raw -2468680.471563 + Penalty 11238.261768 = -2457442.209794
  nChanged 413
		SP:Iteration 4Q (44640.020000 sec): 3 clusters
  Score: Raw -2469002.924767 + Penalty 11238.261768 = -2457764.662999
  nChanged 397
		SP:Iteration 5Q (44640.100000 sec): 3 clusters
  Score: Raw -2469336.546175 + Penalty 11238.261768 = -2458098.284407
  nChanged 399
		SP:Iteration 6Q (44640.170000 sec): 3 clusters
  Score: Raw -2469655.968733 + Penalty 11238.261768 = -2458417.706964
  nChanged 361
		SP:Iteration 7Q (44640.240000 sec): 3 clusters
  Score: Raw -2469945.593181 + Penalty 11238.261768 = -2458707.331413
  nChanged 336
		SP:Iteration 8Q (44640.310000 sec): 3 clusters
  Score: Raw -2470209.845713 + Penalty 11238.261768 = -2458971.583945
  nChanged 288
		SP:Iteration 9Q (44640.380000 sec): 3 clusters
  Score: Raw -2470408.341801 + Penalty 11238.261768 = -2459170.080033
  nChanged 234
		SP:Iteration 10Q (44640.450000 sec): 3 clusters
  Score: Raw -2470566.579029 + Penalty 11238.261768 = -2459328.317261
  nChanged 223
		SP:Iteration 11Q (44640.520000 sec): 3 clusters
  Score: Raw -2470713.864583 + Penalty 11238.261768 = -2459475.602815
  nChanged 201
		SP:Iteration 12Q (44640.590000 sec): 3 clusters
  Score: Raw -2470851.096811 + Penalty 11238.261768 = -2459612.835043
  nChanged 208
		SP:Iteration 13Q (44640.660000 sec): 3 clusters
  Score: Raw -2470991.264859 + Penalty 11238.261768 = -2459753.003091
  nChanged 175
		SP:Iteration 14Q (44640.730000 sec): 3 clusters
  Score: Raw -2471113.518160 + Penalty 11238.261768 = -2459875.256392
  nChanged 174
		SP:Iteration 15Q (44640.800000 sec): 3 clusters
  Score: Raw -2471215.919651 + Penalty 11238.261768 = -2459977.657883
  nChanged 136
		SP:Iteration 16Q (44640.860000 sec): 3 clusters
  Score: Raw -2471299.884286 + Penalty 11238.261768 = -2460061.622518
  nChanged 147
		SP:Iteration 17Q (44640.930000 sec): 3 clusters
  Score: Raw -2471371.704874 + Penalty 11238.261768 = -2460133.443105
  nChanged 115
		SP:Iteration 18Q (44641.000000 sec): 3 clusters
  Score: Raw -2471425.760544 + Penalty 11238.261768 = -2460187.498776
  nChanged 93
		SP:Iteration 19Q (44641.070000 sec): 3 clusters
  Score: Raw -2471468.150436 + Penalty 11238.261768 = -2460229.888668
  nChanged 68
		SP:Iteration 20F (44641.140000 sec): 3 clusters
  Score: Raw -2471496.686359 + Penalty 11238.261768 = -2460258.424591
  nChanged 53
		SP:Iteration 21Q (44641.210000 sec): 3 clusters
  Score: Raw -2471518.087458 + Penalty 11238.261768 = -2460279.825690
  nChanged 43
		SP:Iteration 22Q (44641.280000 sec): 3 clusters
  Score: Raw -2471536.220541 + Penalty 11238.261768 = -2460297.958773
  nChanged 42
		SP:Iteration 23Q (44641.340000 sec): 3 clusters
  Score: Raw -2471550.233243 + Penalty 11238.261768 = -2460311.971475
  nChanged 40
		SP:Iteration 24Q (44641.410000 sec): 3 clusters
  Score: Raw -2471566.677245 + Penalty 11238.261768 = -2460328.415477
  nChanged 27
		SP:Iteration 25Q (44641.480000 sec): 3 clusters
  Score: Raw -2471578.975798 + Penalty 11238.261768 = -2460340.714030
  nChanged 24
		SP:Iteration 26Q (44641.550000 sec): 3 clusters
  Score: Raw -2471588.094241 + Penalty 11238.261768 = -2460349.832472
  nChanged 16
		SP:Iteration 27Q (44641.610000 sec): 3 clusters
  Score: Raw -2471593.193066 + Penalty 11238.261768 = -2460354.931298
  nChanged 8
		SP:Iteration 28Q (44641.680000 sec): 3 clusters
  Score: Raw -2471595.843967 + Penalty 11238.261768 = -2460357.582199
  nChanged 6
		SP:Iteration 29Q (44641.750000 sec): 3 clusters
  Score: Raw -2471597.327278 + Penalty 11238.261768 = -2460359.065510
  nChanged 4
		SP:Iteration 30Q (44641.820000 sec): 3 clusters
  Score: Raw -2471598.457092 + Penalty 11238.261768 = -2460360.195323
  nChanged 9
		SP:Iteration 31Q (44641.880000 sec): 3 clusters
  Score: Raw -2471600.865452 + Penalty 11238.261768 = -2460362.603683
  nChanged 6
		SP:Iteration 32Q (44641.950000 sec): 3 clusters
  Score: Raw -2471602.718976 + Penalty 11238.261768 = -2460364.457208
  nChanged 6
		SP:Iteration 33Q (44642.020000 sec): 3 clusters
  Score: Raw -2471604.994083 + Penalty 11238.261768 = -2460366.732315
  nChanged 7
		SP:Iteration 34Q (44642.080000 sec): 3 clusters
  Score: Raw -2471607.677519 + Penalty 11238.261768 = -2460369.415751
  nChanged 4
		SP:Iteration 35Q (44642.150000 sec): 3 clusters
  Score: Raw -2471609.135461 + Penalty 11238.261768 = -2460370.873693
  nChanged 2
		SP:Iteration 36Q (44642.220000 sec): 3 clusters
  Score: Raw -2471609.404025 + Penalty 11238.261768 = -2460371.142257
  nChanged 0
		SP:Iteration 37F (44642.290000 sec): 3 clusters
  Score: Raw -2471609.404025 + Penalty 11238.261768 = -2460371.142257
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44642.390000 sec): 2 clusters
  Score: Raw -3750068.696230 + Penalty 5874.466791 = -3744194.229438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44642.500000 sec): 3 clusters
  Score: Raw -3742741.290848 + Penalty 11748.933583 = -3730992.357265
  nChanged 5696
		SP:Iteration 1F (44642.610000 sec): 3 clusters
  Score: Raw -3745951.217496 + Penalty 11748.933583 = -3734202.283913
  nChanged 1099
		SP:Iteration 2F (44642.720000 sec): 3 clusters
  Score: Raw -3746654.415899 + Penalty 11748.933583 = -3734905.482316
  nChanged 848
		SP:Iteration 3F (44642.830000 sec): 3 clusters
  Score: Raw -3747328.450856 + Penalty 11748.933583 = -3735579.517273
  nChanged 773
		SP:Iteration 4F (44642.940000 sec): 3 clusters
  Score: Raw -3748082.097589 + Penalty 11748.933583 = -3736333.164006
  nChanged 837
		SP:Iteration 5F (44643.050000 sec): 3 clusters
  Score: Raw -3748974.162890 + Penalty 11748.933583 = -3737225.229307
  nChanged 890
		SP:Iteration 6F (44643.160000 sec): 3 clusters
  Score: Raw -3749775.070227 + Penalty 11748.933583 = -3738026.136644
  nChanged 825
		SP:Iteration 7F (44643.270000 sec): 3 clusters
  Score: Raw -3750412.474179 + Penalty 11748.933583 = -3738663.540596
  nChanged 684
		SP:Iteration 8Q (44643.380000 sec): 3 clusters
  Score: Raw -3750867.596049 + Penalty 11748.933583 = -3739118.662466
  nChanged 538
		SP:Iteration 9Q (44643.490000 sec): 3 clusters
  Score: Raw -3751210.054630 + Penalty 11748.933583 = -3739461.121047
  nChanged 458
		SP:Iteration 10Q (44643.590000 sec): 3 clusters
  Score: Raw -3751491.816578 + Penalty 11748.933583 = -3739742.882996
  nChanged 393
		SP:Iteration 11Q (44643.700000 sec): 3 clusters
  Score: Raw -3751749.278360 + Penalty 11748.933583 = -3740000.344778
  nChanged 377
		SP:Iteration 12Q (44643.800000 sec): 3 clusters
  Score: Raw -3752052.042029 + Penalty 11748.933583 = -3740303.108446
  nChanged 362
		SP:Iteration 13Q (44643.910000 sec): 3 clusters
  Score: Raw -3752378.751975 + Penalty 11748.933583 = -3740629.818392
  nChanged 346
		SP:Iteration 14Q (44644.020000 sec): 3 clusters
  Score: Raw -3752663.102293 + Penalty 11748.933583 = -3740914.168710
  nChanged 306
		SP:Iteration 15Q (44644.120000 sec): 3 clusters
  Score: Raw -3752894.373703 + Penalty 11748.933583 = -3741145.440120
  nChanged 301
		SP:Iteration 16Q (44644.220000 sec): 3 clusters
  Score: Raw -3753148.452257 + Penalty 11748.933583 = -3741399.518674
  nChanged 251
		SP:Iteration 17Q (44644.320000 sec): 3 clusters
  Score: Raw -3753401.912910 + Penalty 11748.933583 = -3741652.979327
  nChanged 230
		SP:Iteration 18Q (44644.420000 sec): 3 clusters
  Score: Raw -3753601.270268 + Penalty 11748.933583 = -3741852.336685
  nChanged 174
		SP:Iteration 19Q (44644.520000 sec): 3 clusters
  Score: Raw -3753704.172742 + Penalty 11748.933583 = -3741955.239159
  nChanged 164
		SP:Iteration 20F (44644.640000 sec): 3 clusters
  Score: Raw -3753792.797001 + Penalty 11748.933583 = -3742043.863418
  nChanged 127
		SP:Iteration 21Q (44644.730000 sec): 3 clusters
  Score: Raw -3753846.502536 + Penalty 11748.933583 = -3742097.568953
  nChanged 75
		SP:Iteration 22Q (44644.830000 sec): 3 clusters
  Score: Raw -3753876.621497 + Penalty 11748.933583 = -3742127.687914
  nChanged 71
		SP:Iteration 23Q (44644.930000 sec): 3 clusters
  Score: Raw -3753902.700748 + Penalty 11748.933583 = -3742153.767165
  nChanged 46
		SP:Iteration 24Q (44645.030000 sec): 3 clusters
  Score: Raw -3753921.156723 + Penalty 11748.933583 = -3742172.223140
  nChanged 45
		SP:Iteration 25Q (44645.130000 sec): 3 clusters
  Score: Raw -3753936.601950 + Penalty 11748.933583 = -3742187.668367
  nChanged 36
		SP:Iteration 26Q (44645.220000 sec): 3 clusters
  Score: Raw -3753949.594593 + Penalty 11748.933583 = -3742200.661010
  nChanged 29
		SP:Iteration 27Q (44645.320000 sec): 3 clusters
  Score: Raw -3753959.971413 + Penalty 11748.933583 = -3742211.037830
  nChanged 22
		SP:Iteration 28Q (44645.420000 sec): 3 clusters
  Score: Raw -3753968.214355 + Penalty 11748.933583 = -3742219.280772
  nChanged 31
		SP:Iteration 29Q (44645.520000 sec): 3 clusters
  Score: Raw -3753981.494136 + Penalty 11748.933583 = -3742232.560553
  nChanged 40
		SP:Iteration 30Q (44645.610000 sec): 3 clusters
  Score: Raw -3753997.418781 + Penalty 11748.933583 = -3742248.485198
  nChanged 33
		SP:Iteration 31Q (44645.710000 sec): 3 clusters
  Score: Raw -3754009.978301 + Penalty 11748.933583 = -3742261.044718
  nChanged 27
		SP:Iteration 32Q (44645.810000 sec): 3 clusters
  Score: Raw -3754019.196372 + Penalty 11748.933583 = -3742270.262789
  nChanged 22
		SP:Iteration 33Q (44645.900000 sec): 3 clusters
  Score: Raw -3754026.517228 + Penalty 11748.933583 = -3742277.583645
  nChanged 14
		SP:Iteration 34Q (44646.000000 sec): 3 clusters
  Score: Raw -3754031.172493 + Penalty 11748.933583 = -3742282.238910
  nChanged 17
		SP:Iteration 35Q (44646.100000 sec): 3 clusters
  Score: Raw -3754037.369698 + Penalty 11748.933583 = -3742288.436115
  nChanged 16
		SP:Iteration 36Q (44646.190000 sec): 3 clusters
  Score: Raw -3754042.600588 + Penalty 11748.933583 = -3742293.667005
  nChanged 10
		SP:Iteration 37Q (44646.290000 sec): 3 clusters
  Score: Raw -3754045.673384 + Penalty 11748.933583 = -3742296.739801
  nChanged 10
		SP:Iteration 38Q (44646.380000 sec): 3 clusters
  Score: Raw -3754048.857321 + Penalty 11748.933583 = -3742299.923739
  nChanged 10
		SP:Iteration 39Q (44646.480000 sec): 3 clusters
  Score: Raw -3754052.171687 + Penalty 11748.933583 = -3742303.238104
  nChanged 9
		SP:Iteration 40F (44646.590000 sec): 3 clusters
  Score: Raw -3754054.657259 + Penalty 11748.933583 = -3742305.723677
  nChanged 7
		SP:Iteration 41Q (44646.680000 sec): 3 clusters
  Score: Raw -3754056.932460 + Penalty 11748.933583 = -3742307.998878
  nChanged 3
		SP:Iteration 42Q (44646.780000 sec): 3 clusters
  Score: Raw -3754057.685784 + Penalty 11748.933583 = -3742308.752202
  nChanged 3
		SP:Iteration 43Q (44646.880000 sec): 3 clusters
  Score: Raw -3754058.473209 + Penalty 11748.933583 = -3742309.539626
  nChanged 1
		SP:Iteration 44Q (44646.970000 sec): 3 clusters
  Score: Raw -3754059.406607 + Penalty 11748.933583 = -3742310.473024
  nChanged 7
		SP:Iteration 45Q (44647.070000 sec): 3 clusters
  Score: Raw -3754062.655680 + Penalty 11748.933583 = -3742313.722097
  nChanged 13
		SP:Iteration 46Q (44647.160000 sec): 3 clusters
  Score: Raw -3754066.971318 + Penalty 11748.933583 = -3742318.037735
  nChanged 8
		SP:Iteration 47Q (44647.260000 sec): 3 clusters
  Score: Raw -3754070.124048 + Penalty 11748.933583 = -3742321.190465
  nChanged 6
		SP:Iteration 48Q (44647.360000 sec): 3 clusters
  Score: Raw -3754072.791044 + Penalty 11748.933583 = -3742323.857461
  nChanged 10
		SP:Iteration 49Q (44647.450000 sec): 3 clusters
  Score: Raw -3754077.177551 + Penalty 11748.933583 = -3742328.243968
  nChanged 9
		SP:Iteration 50Q (44647.550000 sec): 3 clusters
  Score: Raw -3754079.447132 + Penalty 11748.933583 = -3742330.513549
  nChanged 4
		SP:Iteration 51Q (44647.640000 sec): 3 clusters
  Score: Raw -3754080.173858 + Penalty 11748.933583 = -3742331.240276
  nChanged 3
		SP:Iteration 52Q (44647.740000 sec): 3 clusters
  Score: Raw -3754080.784970 + Penalty 11748.933583 = -3742331.851387
  nChanged 2
		SP:Iteration 53Q (44647.840000 sec): 3 clusters
  Score: Raw -3754081.253279 + Penalty 11748.933583 = -3742332.319696
  nChanged 4
		SP:Iteration 54Q (44647.930000 sec): 3 clusters
  Score: Raw -3754082.576417 + Penalty 11748.933583 = -3742333.642834
  nChanged 4
		SP:Iteration 55Q (44648.020000 sec): 3 clusters
  Score: Raw -3754083.709170 + Penalty 11748.933583 = -3742334.775587
  nChanged 5
		SP:Iteration 56Q (44648.120000 sec): 3 clusters
  Score: Raw -3754085.237868 + Penalty 11748.933583 = -3742336.304285
  nChanged 4
		SP:Iteration 57Q (44648.220000 sec): 3 clusters
  Score: Raw -3754087.754297 + Penalty 11748.933583 = -3742338.820715
  nChanged 4
		SP:Iteration 58Q (44648.310000 sec): 3 clusters
  Score: Raw -3754089.063238 + Penalty 11748.933583 = -3742340.129655
  nChanged 4
		SP:Iteration 59Q (44648.410000 sec): 3 clusters
  Score: Raw -3754090.123843 + Penalty 11748.933583 = -3742341.190261
  nChanged 4
		SP:Iteration 60F (44648.520000 sec): 3 clusters
  Score: Raw -3754091.625994 + Penalty 11748.933583 = -3742342.692412
  nChanged 1
		SP:Iteration 61Q (44648.610000 sec): 3 clusters
  Score: Raw -3754091.885099 + Penalty 11748.933583 = -3742342.951516
  nChanged 1
		SP:Iteration 62Q (44648.710000 sec): 3 clusters
  Score: Raw -3754092.279789 + Penalty 11748.933583 = -3742343.346206
  nChanged 1
		SP:Iteration 63Q (44648.800000 sec): 3 clusters
  Score: Raw -3754092.569503 + Penalty 11748.933583 = -3742343.635920
  nChanged 3
		SP:Iteration 64Q (44648.900000 sec): 3 clusters
  Score: Raw -3754093.407173 + Penalty 11748.933583 = -3742344.473590
  nChanged 1
		SP:Iteration 65Q (44649.000000 sec): 3 clusters
  Score: Raw -3754093.599738 + Penalty 11748.933583 = -3742344.666156
  nChanged 1
		SP:Iteration 66Q (44649.090000 sec): 3 clusters
  Score: Raw -3754093.798976 + Penalty 11748.933583 = -3742344.865393
  nChanged 0
		SP:Iteration 67F (44649.200000 sec): 3 clusters
  Score: Raw -3754093.798976 + Penalty 11748.933583 = -3742344.865393
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44649.620000 sec): 2 clusters
  Score: Raw -16604761.524492 + Penalty 6760.389404 = -16598001.135088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44650.090000 sec): 3 clusters
  Score: Raw -16568084.328409 + Penalty 13520.778808 = -16554563.549602
  nChanged 27583
		SP:Iteration 1F (44650.560000 sec): 3 clusters
  Score: Raw -16582839.723552 + Penalty 13520.778808 = -16569318.944744
  nChanged 2949
		SP:Iteration 2Q (44651.040000 sec): 3 clusters
  Score: Raw -16583803.488025 + Penalty 13520.778808 = -16570282.709217
  nChanged 2597
		SP:Iteration 3Q (44651.510000 sec): 3 clusters
  Score: Raw -16584592.925615 + Penalty 13520.778808 = -16571072.146808
  nChanged 2277
		SP:Iteration 4Q (44651.990000 sec): 3 clusters
  Score: Raw -16585264.177156 + Penalty 13520.778808 = -16571743.398348
  nChanged 2014
		SP:Iteration 5Q (44652.460000 sec): 3 clusters
  Score: Raw -16585910.631164 + Penalty 13520.778808 = -16572389.852356
  nChanged 2007
		SP:Iteration 6Q (44652.940000 sec): 3 clusters
  Score: Raw -16586622.601994 + Penalty 13520.778808 = -16573101.823186
  nChanged 2083
		SP:Iteration 7Q (44653.410000 sec): 3 clusters
  Score: Raw -16587459.739948 + Penalty 13520.778808 = -16573938.961141
  nChanged 2320
		SP:Iteration 8Q (44653.890000 sec): 3 clusters
  Score: Raw -16588559.335398 + Penalty 13520.778808 = -16575038.556590
  nChanged 2517
		SP:Iteration 9Q (44654.360000 sec): 3 clusters
  Score: Raw -16589822.688706 + Penalty 13520.778808 = -16576301.909899
  nChanged 2642
		SP:Iteration 10Q (44654.840000 sec): 3 clusters
  Score: Raw -16591278.943480 + Penalty 13520.778808 = -16577758.164672
  nChanged 2725
		SP:Iteration 11Q (44655.310000 sec): 3 clusters
  Score: Raw -16592863.106760 + Penalty 13520.778808 = -16579342.327952
  nChanged 2820
		SP:Iteration 12Q (44655.780000 sec): 3 clusters
  Score: Raw -16594580.604933 + Penalty 13520.778808 = -16581059.826125
  nChanged 2764
		SP:Iteration 13Q (44656.240000 sec): 3 clusters
  Score: Raw -16596325.738059 + Penalty 13520.778808 = -16582804.959251
  nChanged 2611
		SP:Iteration 14Q (44656.700000 sec): 3 clusters
  Score: Raw -16598029.135846 + Penalty 13520.778808 = -16584508.357039
  nChanged 2439
		SP:Iteration 15Q (44657.160000 sec): 3 clusters
  Score: Raw -16599612.741315 + Penalty 13520.778808 = -16586091.962508
  nChanged 2189
		SP:Iteration 16Q (44657.600000 sec): 3 clusters
  Score: Raw -16601001.938173 + Penalty 13520.778808 = -16587481.159365
  nChanged 1876
		SP:Iteration 17Q (44658.030000 sec): 3 clusters
  Score: Raw -16602190.869886 + Penalty 13520.778808 = -16588670.091078
  nChanged 1561
		SP:Iteration 18Q (44658.460000 sec): 3 clusters
  Score: Raw -16603134.118364 + Penalty 13520.778808 = -16589613.339556
  nChanged 1254
		SP:Iteration 19Q (44658.870000 sec): 3 clusters
  Score: Raw -16603884.831361 + Penalty 13520.778808 = -16590364.052553
  nChanged 971
		SP:Iteration 20F (44659.340000 sec): 3 clusters
  Score: Raw -16604425.992863 + Penalty 13520.778808 = -16590905.214055
  nChanged 707
		SP:Iteration 21Q (44659.730000 sec): 3 clusters
  Score: Raw -16604799.053820 + Penalty 13520.778808 = -16591278.275012
  nChanged 526
		SP:Iteration 22Q (44660.110000 sec): 3 clusters
  Score: Raw -16605077.016823 + Penalty 13520.778808 = -16591556.238015
  nChanged 412
		SP:Iteration 23Q (44660.490000 sec): 3 clusters
  Score: Raw -16605302.751589 + Penalty 13520.778808 = -16591781.972781
  nChanged 309
		SP:Iteration 24Q (44660.860000 sec): 3 clusters
  Score: Raw -16605449.126962 + Penalty 13520.778808 = -16591928.348154
  nChanged 222
		SP:Iteration 25Q (44661.230000 sec): 3 clusters
  Score: Raw -16605552.086774 + Penalty 13520.778808 = -16592031.307966
  nChanged 164
		SP:Iteration 26Q (44661.590000 sec): 3 clusters
  Score: Raw -16605627.263271 + Penalty 13520.778808 = -16592106.484463
  nChanged 142
		SP:Iteration 27Q (44661.960000 sec): 3 clusters
  Score: Raw -16605690.136130 + Penalty 13520.778808 = -16592169.357322
  nChanged 95
		SP:Iteration 28Q (44662.310000 sec): 3 clusters
  Score: Raw -16605726.965589 + Penalty 13520.778808 = -16592206.186781
  nChanged 72
		SP:Iteration 29Q (44662.670000 sec): 3 clusters
  Score: Raw -16605759.575178 + Penalty 13520.778808 = -16592238.796370
  nChanged 66
		SP:Iteration 30Q (44663.030000 sec): 3 clusters
  Score: Raw -16605791.287813 + Penalty 13520.778808 = -16592270.509005
  nChanged 67
		SP:Iteration 31Q (44663.390000 sec): 3 clusters
  Score: Raw -16605823.091888 + Penalty 13520.778808 = -16592302.313080
  nChanged 62
		SP:Iteration 32Q (44663.740000 sec): 3 clusters
  Score: Raw -16605849.526097 + Penalty 13520.778808 = -16592328.747289
  nChanged 43
		SP:Iteration 33Q (44664.100000 sec): 3 clusters
  Score: Raw -16605870.876471 + Penalty 13520.778808 = -16592350.097663
  nChanged 46
		SP:Iteration 34Q (44664.450000 sec): 3 clusters
  Score: Raw -16605890.270038 + Penalty 13520.778808 = -16592369.491230
  nChanged 34
		SP:Iteration 35Q (44664.800000 sec): 3 clusters
  Score: Raw -16605904.059579 + Penalty 13520.778808 = -16592383.280771
  nChanged 32
		SP:Iteration 36Q (44665.150000 sec): 3 clusters
  Score: Raw -16605915.046979 + Penalty 13520.778808 = -16592394.268172
  nChanged 30
		SP:Iteration 37Q (44665.500000 sec): 3 clusters
  Score: Raw -16605927.816158 + Penalty 13520.778808 = -16592407.037351
  nChanged 23
		SP:Iteration 38Q (44665.860000 sec): 3 clusters
  Score: Raw -16605936.569387 + Penalty 13520.778808 = -16592415.790579
  nChanged 20
		SP:Iteration 39Q (44666.210000 sec): 3 clusters
  Score: Raw -16605944.923633 + Penalty 13520.778808 = -16592424.144825
  nChanged 11
		SP:Iteration 40F (44666.680000 sec): 3 clusters
  Score: Raw -16605949.537060 + Penalty 13520.778808 = -16592428.758252
  nChanged 10
		SP:Iteration 41Q (44667.030000 sec): 3 clusters
  Score: Raw -16605953.362250 + Penalty 13520.778808 = -16592432.583443
  nChanged 9
		SP:Iteration 42Q (44667.380000 sec): 3 clusters
  Score: Raw -16605956.674312 + Penalty 13520.778808 = -16592435.895505
  nChanged 6
		SP:Iteration 43Q (44667.730000 sec): 3 clusters
  Score: Raw -16605959.439124 + Penalty 13520.778808 = -16592438.660316
  nChanged 9
		SP:Iteration 44Q (44668.080000 sec): 3 clusters
  Score: Raw -16605963.257752 + Penalty 13520.778808 = -16592442.478944
  nChanged 5
		SP:Iteration 45Q (44668.430000 sec): 3 clusters
  Score: Raw -16605965.261118 + Penalty 13520.778808 = -16592444.482310
  nChanged 10
		SP:Iteration 46Q (44668.780000 sec): 3 clusters
  Score: Raw -16605968.831340 + Penalty 13520.778808 = -16592448.052532
  nChanged 8
		SP:Iteration 47Q (44669.130000 sec): 3 clusters
  Score: Raw -16605971.402304 + Penalty 13520.778808 = -16592450.623497
  nChanged 4
		SP:Iteration 48Q (44669.480000 sec): 3 clusters
  Score: Raw -16605972.683475 + Penalty 13520.778808 = -16592451.904667
  nChanged 1
		SP:Iteration 49Q (44669.830000 sec): 3 clusters
  Score: Raw -16605973.015146 + Penalty 13520.778808 = -16592452.236338
  nChanged 0
		SP:Iteration 50F (44670.300000 sec): 3 clusters
  Score: Raw -16605973.015146 + Penalty 13520.778808 = -16592452.236338
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (16831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44670.440000 sec): 2 clusters
  Score: Raw -4459627.385302 + Penalty 5960.223843 = -4453667.161459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44670.570000 sec): 3 clusters
  Score: Raw -4451159.102572 + Penalty 11920.447686 = -4439238.654886
  nChanged 6621
		SP:Iteration 1F (44670.700000 sec): 3 clusters
  Score: Raw -4454748.604953 + Penalty 11920.447686 = -4442828.157267
  nChanged 1249
		SP:Iteration 2F (44670.830000 sec): 3 clusters
  Score: Raw -4455507.302315 + Penalty 11920.447686 = -4443586.854629
  nChanged 970
		SP:Iteration 3F (44670.960000 sec): 3 clusters
  Score: Raw -4456125.762237 + Penalty 11920.447686 = -4444205.314550
  nChanged 881
		SP:Iteration 4F (44671.080000 sec): 3 clusters
  Score: Raw -4456692.437928 + Penalty 11920.447686 = -4444771.990242
  nChanged 854
		SP:Iteration 5F (44671.220000 sec): 3 clusters
  Score: Raw -4457267.223415 + Penalty 11920.447686 = -4445346.775729
  nChanged 820
		SP:Iteration 6Q (44671.340000 sec): 3 clusters
  Score: Raw -4457788.377977 + Penalty 11920.447686 = -4445867.930290
  nChanged 742
		SP:Iteration 7Q (44671.470000 sec): 3 clusters
  Score: Raw -4458249.733274 + Penalty 11920.447686 = -4446329.285587
  nChanged 677
		SP:Iteration 8Q (44671.600000 sec): 3 clusters
  Score: Raw -4458624.722334 + Penalty 11920.447686 = -4446704.274648
  nChanged 576
		SP:Iteration 9Q (44671.730000 sec): 3 clusters
  Score: Raw -4458935.257433 + Penalty 11920.447686 = -4447014.809747
  nChanged 500
		SP:Iteration 10Q (44671.850000 sec): 3 clusters
  Score: Raw -4459174.091472 + Penalty 11920.447686 = -4447253.643786
  nChanged 396
		SP:Iteration 11Q (44671.980000 sec): 3 clusters
  Score: Raw -4459344.514031 + Penalty 11920.447686 = -4447424.066345
  nChanged 314
		SP:Iteration 12Q (44672.110000 sec): 3 clusters
  Score: Raw -4459471.582468 + Penalty 11920.447686 = -4447551.134782
  nChanged 262
		SP:Iteration 13Q (44672.240000 sec): 3 clusters
  Score: Raw -4459577.315147 + Penalty 11920.447686 = -4447656.867461
  nChanged 239
		SP:Iteration 14Q (44672.370000 sec): 3 clusters
  Score: Raw -4459668.266833 + Penalty 11920.447686 = -4447747.819147
  nChanged 201
		SP:Iteration 15Q (44672.490000 sec): 3 clusters
  Score: Raw -4459742.388149 + Penalty 11920.447686 = -4447821.940462
  nChanged 163
		SP:Iteration 16Q (44672.620000 sec): 3 clusters
  Score: Raw -4459795.070643 + Penalty 11920.447686 = -4447874.622957
  nChanged 134
		SP:Iteration 17Q (44672.750000 sec): 3 clusters
  Score: Raw -4459838.666248 + Penalty 11920.447686 = -4447918.218562
  nChanged 116
		SP:Iteration 18Q (44672.870000 sec): 3 clusters
  Score: Raw -4459877.711764 + Penalty 11920.447686 = -4447957.264077
  nChanged 109
		SP:Iteration 19Q (44673.000000 sec): 3 clusters
  Score: Raw -4459913.626040 + Penalty 11920.447686 = -4447993.178354
  nChanged 104
		SP:Iteration 20F (44673.130000 sec): 3 clusters
  Score: Raw -4459951.269794 + Penalty 11920.447686 = -4448030.822107
  nChanged 88
		SP:Iteration 21Q (44673.260000 sec): 3 clusters
  Score: Raw -4459979.830238 + Penalty 11920.447686 = -4448059.382551
  nChanged 87
		SP:Iteration 22Q (44673.390000 sec): 3 clusters
  Score: Raw -4460010.295071 + Penalty 11920.447686 = -4448089.847385
  nChanged 83
		SP:Iteration 23Q (44673.510000 sec): 3 clusters
  Score: Raw -4460036.800521 + Penalty 11920.447686 = -4448116.352835
  nChanged 77
		SP:Iteration 24Q (44673.640000 sec): 3 clusters
  Score: Raw -4460064.448896 + Penalty 11920.447686 = -4448144.001210
  nChanged 92
		SP:Iteration 25Q (44673.770000 sec): 3 clusters
  Score: Raw -4460095.140366 + Penalty 11920.447686 = -4448174.692680
  nChanged 79
		SP:Iteration 26Q (44673.890000 sec): 3 clusters
  Score: Raw -4460123.517286 + Penalty 11920.447686 = -4448203.069600
  nChanged 67
		SP:Iteration 27Q (44674.020000 sec): 3 clusters
  Score: Raw -4460144.273905 + Penalty 11920.447686 = -4448223.826219
  nChanged 43
		SP:Iteration 28Q (44674.150000 sec): 3 clusters
  Score: Raw -4460155.543639 + Penalty 11920.447686 = -4448235.095953
  nChanged 32
		SP:Iteration 29Q (44674.280000 sec): 3 clusters
  Score: Raw -4460164.939772 + Penalty 11920.447686 = -4448244.492086
  nChanged 37
		SP:Iteration 30Q (44674.410000 sec): 3 clusters
  Score: Raw -4460176.643271 + Penalty 11920.447686 = -4448256.195585
  nChanged 36
		SP:Iteration 31Q (44674.530000 sec): 3 clusters
  Score: Raw -4460187.765490 + Penalty 11920.447686 = -4448267.317804
  nChanged 29
		SP:Iteration 32Q (44674.660000 sec): 3 clusters
  Score: Raw -4460197.281231 + Penalty 11920.447686 = -4448276.833545
  nChanged 37
		SP:Iteration 33Q (44674.790000 sec): 3 clusters
  Score: Raw -4460208.811858 + Penalty 11920.447686 = -4448288.364172
  nChanged 39
		SP:Iteration 34Q (44674.910000 sec): 3 clusters
  Score: Raw -4460221.315801 + Penalty 11920.447686 = -4448300.868115
  nChanged 43
		SP:Iteration 35Q (44675.040000 sec): 3 clusters
  Score: Raw -4460233.486714 + Penalty 11920.447686 = -4448313.039028
  nChanged 31
		SP:Iteration 36Q (44675.170000 sec): 3 clusters
  Score: Raw -4460242.860139 + Penalty 11920.447686 = -4448322.412453
  nChanged 32
		SP:Iteration 37Q (44675.300000 sec): 3 clusters
  Score: Raw -4460252.588620 + Penalty 11920.447686 = -4448332.140934
  nChanged 24
		SP:Iteration 38Q (44675.430000 sec): 3 clusters
  Score: Raw -4460259.630792 + Penalty 11920.447686 = -4448339.183106
  nChanged 24
		SP:Iteration 39Q (44675.550000 sec): 3 clusters
  Score: Raw -4460265.836818 + Penalty 11920.447686 = -4448345.389132
  nChanged 17
		SP:Iteration 40F (44675.680000 sec): 3 clusters
  Score: Raw -4460271.018986 + Penalty 11920.447686 = -4448350.571300
  nChanged 23
		SP:Iteration 41Q (44675.810000 sec): 3 clusters
  Score: Raw -4460279.117720 + Penalty 11920.447686 = -4448358.670034
  nChanged 33
		SP:Iteration 42Q (44675.930000 sec): 3 clusters
  Score: Raw -4460288.714019 + Penalty 11920.447686 = -4448368.266333
  nChanged 26
		SP:Iteration 43Q (44676.060000 sec): 3 clusters
  Score: Raw -4460296.776261 + Penalty 11920.447686 = -4448376.328575
  nChanged 33
		SP:Iteration 44Q (44676.190000 sec): 3 clusters
  Score: Raw -4460306.115537 + Penalty 11920.447686 = -4448385.667851
  nChanged 27
		SP:Iteration 45Q (44676.310000 sec): 3 clusters
  Score: Raw -4460314.559722 + Penalty 11920.447686 = -4448394.112035
  nChanged 25
		SP:Iteration 46Q (44676.440000 sec): 3 clusters
  Score: Raw -4460320.985187 + Penalty 11920.447686 = -4448400.537501
  nChanged 21
		SP:Iteration 47Q (44676.570000 sec): 3 clusters
  Score: Raw -4460325.725436 + Penalty 11920.447686 = -4448405.277750
  nChanged 12
		SP:Iteration 48Q (44676.700000 sec): 3 clusters
  Score: Raw -4460329.054669 + Penalty 11920.447686 = -4448408.606982
  nChanged 8
		SP:Iteration 49Q (44676.820000 sec): 3 clusters
  Score: Raw -4460331.647217 + Penalty 11920.447686 = -4448411.199530
  nChanged 9
		SP:Iteration 50Q (44676.950000 sec): 3 clusters
  Score: Raw -4460334.199493 + Penalty 11920.447686 = -4448413.751807
  nChanged 12
		SP:Iteration 51Q (44677.080000 sec): 3 clusters
  Score: Raw -4460337.734472 + Penalty 11920.447686 = -4448417.286786
  nChanged 14
		SP:Iteration 52Q (44677.200000 sec): 3 clusters
  Score: Raw -4460341.920330 + Penalty 11920.447686 = -4448421.472644
  nChanged 14
		SP:Iteration 53Q (44677.330000 sec): 3 clusters
  Score: Raw -4460347.652952 + Penalty 11920.447686 = -4448427.205266
  nChanged 16
		SP:Iteration 54Q (44677.460000 sec): 3 clusters
  Score: Raw -4460352.004134 + Penalty 11920.447686 = -4448431.556447
  nChanged 10
		SP:Iteration 55Q (44677.590000 sec): 3 clusters
  Score: Raw -4460355.350203 + Penalty 11920.447686 = -4448434.902517
  nChanged 9
		SP:Iteration 56Q (44677.710000 sec): 3 clusters
  Score: Raw -4460357.761563 + Penalty 11920.447686 = -4448437.313877
  nChanged 10
		SP:Iteration 57Q (44677.840000 sec): 3 clusters
  Score: Raw -4460359.952727 + Penalty 11920.447686 = -4448439.505041
  nChanged 6
		SP:Iteration 58Q (44677.970000 sec): 3 clusters
  Score: Raw -4460361.206721 + Penalty 11920.447686 = -4448440.759035
  nChanged 4
		SP:Iteration 59Q (44678.090000 sec): 3 clusters
  Score: Raw -4460361.790257 + Penalty 11920.447686 = -4448441.342570
  nChanged 2
		SP:Iteration 60F (44678.220000 sec): 3 clusters
  Score: Raw -4460362.330565 + Penalty 11920.447686 = -4448441.882878
  nChanged 1
		SP:Iteration 61Q (44678.350000 sec): 3 clusters
  Score: Raw -4460362.532136 + Penalty 11920.447686 = -4448442.084450
  nChanged 2
		SP:Iteration 62Q (44678.470000 sec): 3 clusters
  Score: Raw -4460362.910451 + Penalty 11920.447686 = -4448442.462764
  nChanged 2
		SP:Iteration 63Q (44678.600000 sec): 3 clusters
  Score: Raw -4460363.398556 + Penalty 11920.447686 = -4448442.950870
  nChanged 3
		SP:Iteration 64Q (44678.730000 sec): 3 clusters
  Score: Raw -4460364.009843 + Penalty 11920.447686 = -4448443.562157
  nChanged 2
		SP:Iteration 65Q (44678.850000 sec): 3 clusters
  Score: Raw -4460364.610027 + Penalty 11920.447686 = -4448444.162341
  nChanged 1
		SP:Iteration 66Q (44678.980000 sec): 3 clusters
  Score: Raw -4460364.915101 + Penalty 11920.447686 = -4448444.467414
  nChanged 1
		SP:Iteration 67Q (44679.110000 sec): 3 clusters
  Score: Raw -4460365.249243 + Penalty 11920.447686 = -4448444.801557
  nChanged 1
		SP:Iteration 68Q (44679.230000 sec): 3 clusters
  Score: Raw -4460365.449466 + Penalty 11920.447686 = -4448445.001779
  nChanged 2
		SP:Iteration 69Q (44679.360000 sec): 3 clusters
  Score: Raw -4460365.735182 + Penalty 11920.447686 = -4448445.287496
  nChanged 0
		SP:Iteration 70F (44679.490000 sec): 3 clusters
  Score: Raw -4460365.735182 + Penalty 11920.447686 = -4448445.287496
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (45941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44679.800000 sec): 2 clusters
  Score: Raw -12036493.354170 + Penalty 6575.256862 = -12029918.097308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44680.150000 sec): 3 clusters
  Score: Raw -12010013.480452 + Penalty 13150.513723 = -11996862.966729
  nChanged 20109
		SP:Iteration 1F (44680.500000 sec): 3 clusters
  Score: Raw -12020762.108025 + Penalty 13150.513723 = -12007611.594302
  nChanged 2596
		SP:Iteration 2F (44680.850000 sec): 3 clusters
  Score: Raw -12021798.582725 + Penalty 13150.513723 = -12008648.069002
  nChanged 2189
		SP:Iteration 3Q (44681.200000 sec): 3 clusters
  Score: Raw -12022725.622798 + Penalty 13150.513723 = -12009575.109074
  nChanged 2026
		SP:Iteration 4Q (44681.560000 sec): 3 clusters
  Score: Raw -12023660.458634 + Penalty 13150.513723 = -12010509.944911
  nChanged 1939
		SP:Iteration 5Q (44681.910000 sec): 3 clusters
  Score: Raw -12024574.752050 + Penalty 13150.513723 = -12011424.238327
  nChanged 1884
		SP:Iteration 6Q (44682.260000 sec): 3 clusters
  Score: Raw -12025466.146821 + Penalty 13150.513723 = -12012315.633097
  nChanged 1821
		SP:Iteration 7Q (44682.610000 sec): 3 clusters
  Score: Raw -12026320.186222 + Penalty 13150.513723 = -12013169.672499
  nChanged 1787
		SP:Iteration 8Q (44682.960000 sec): 3 clusters
  Score: Raw -12027115.082170 + Penalty 13150.513723 = -12013964.568447
  nChanged 1667
		SP:Iteration 9Q (44683.310000 sec): 3 clusters
  Score: Raw -12027890.124340 + Penalty 13150.513723 = -12014739.610617
  nChanged 1670
		SP:Iteration 10Q (44683.660000 sec): 3 clusters
  Score: Raw -12028628.496212 + Penalty 13150.513723 = -12015477.982489
  nChanged 1622
		SP:Iteration 11Q (44684.000000 sec): 3 clusters
  Score: Raw -12029348.016706 + Penalty 13150.513723 = -12016197.502983
  nChanged 1609
		SP:Iteration 12Q (44684.350000 sec): 3 clusters
  Score: Raw -12030068.814414 + Penalty 13150.513723 = -12016918.300691
  nChanged 1625
		SP:Iteration 13Q (44684.690000 sec): 3 clusters
  Score: Raw -12030865.964478 + Penalty 13150.513723 = -12017715.450755
  nChanged 1698
		SP:Iteration 14Q (44685.030000 sec): 3 clusters
  Score: Raw -12031733.615932 + Penalty 13150.513723 = -12018583.102209
  nChanged 1685
		SP:Iteration 15Q (44685.370000 sec): 3 clusters
  Score: Raw -12032609.548497 + Penalty 13150.513723 = -12019459.034773
  nChanged 1587
		SP:Iteration 16Q (44685.700000 sec): 3 clusters
  Score: Raw -12033435.820863 + Penalty 13150.513723 = -12020285.307140
  nChanged 1432
		SP:Iteration 17Q (44686.030000 sec): 3 clusters
  Score: Raw -12034242.833870 + Penalty 13150.513723 = -12021092.320147
  nChanged 1257
		SP:Iteration 18Q (44686.360000 sec): 3 clusters
  Score: Raw -12034971.629430 + Penalty 13150.513723 = -12021821.115707
  nChanged 1056
		SP:Iteration 19Q (44686.690000 sec): 3 clusters
  Score: Raw -12035619.520192 + Penalty 13150.513723 = -12022469.006468
  nChanged 887
		SP:Iteration 20F (44687.040000 sec): 3 clusters
  Score: Raw -12036162.723574 + Penalty 13150.513723 = -12023012.209851
  nChanged 658
		SP:Iteration 21Q (44687.350000 sec): 3 clusters
  Score: Raw -12036580.078051 + Penalty 13150.513723 = -12023429.564328
  nChanged 524
		SP:Iteration 22Q (44687.670000 sec): 3 clusters
  Score: Raw -12036896.237593 + Penalty 13150.513723 = -12023745.723870
  nChanged 382
		SP:Iteration 23Q (44687.970000 sec): 3 clusters
  Score: Raw -12037122.364446 + Penalty 13150.513723 = -12023971.850722
  nChanged 274
		SP:Iteration 24Q (44688.280000 sec): 3 clusters
  Score: Raw -12037273.368465 + Penalty 13150.513723 = -12024122.854742
  nChanged 203
		SP:Iteration 25Q (44688.580000 sec): 3 clusters
  Score: Raw -12037390.933247 + Penalty 13150.513723 = -12024240.419524
  nChanged 155
		SP:Iteration 26Q (44688.880000 sec): 3 clusters
  Score: Raw -12037488.554150 + Penalty 13150.513723 = -12024338.040427
  nChanged 126
		SP:Iteration 27Q (44689.170000 sec): 3 clusters
  Score: Raw -12037559.001441 + Penalty 13150.513723 = -12024408.487717
  nChanged 92
		SP:Iteration 28Q (44689.470000 sec): 3 clusters
  Score: Raw -12037607.985177 + Penalty 13150.513723 = -12024457.471454
  nChanged 64
		SP:Iteration 29Q (44689.760000 sec): 3 clusters
  Score: Raw -12037645.904127 + Penalty 13150.513723 = -12024495.390404
  nChanged 60
		SP:Iteration 30Q (44690.060000 sec): 3 clusters
  Score: Raw -12037679.973582 + Penalty 13150.513723 = -12024529.459859
  nChanged 52
		SP:Iteration 31Q (44690.350000 sec): 3 clusters
  Score: Raw -12037708.919121 + Penalty 13150.513723 = -12024558.405398
  nChanged 32
		SP:Iteration 32Q (44690.640000 sec): 3 clusters
  Score: Raw -12037725.342518 + Penalty 13150.513723 = -12024574.828795
  nChanged 29
		SP:Iteration 33Q (44690.920000 sec): 3 clusters
  Score: Raw -12037743.454096 + Penalty 13150.513723 = -12024592.940373
  nChanged 32
		SP:Iteration 34Q (44691.210000 sec): 3 clusters
  Score: Raw -12037763.279160 + Penalty 13150.513723 = -12024612.765437
  nChanged 23
		SP:Iteration 35Q (44691.500000 sec): 3 clusters
  Score: Raw -12037776.383597 + Penalty 13150.513723 = -12024625.869874
  nChanged 18
		SP:Iteration 36Q (44691.780000 sec): 3 clusters
  Score: Raw -12037788.054627 + Penalty 13150.513723 = -12024637.540904
  nChanged 18
		SP:Iteration 37Q (44692.070000 sec): 3 clusters
  Score: Raw -12037797.507428 + Penalty 13150.513723 = -12024646.993705
  nChanged 16
		SP:Iteration 38Q (44692.360000 sec): 3 clusters
  Score: Raw -12037806.059458 + Penalty 13150.513723 = -12024655.545734
  nChanged 19
		SP:Iteration 39Q (44692.640000 sec): 3 clusters
  Score: Raw -12037815.607522 + Penalty 13150.513723 = -12024665.093799
  nChanged 16
		SP:Iteration 40F (44692.990000 sec): 3 clusters
  Score: Raw -12037824.787111 + Penalty 13150.513723 = -12024674.273388
  nChanged 13
		SP:Iteration 41Q (44693.280000 sec): 3 clusters
  Score: Raw -12037831.795147 + Penalty 13150.513723 = -12024681.281424
  nChanged 18
		SP:Iteration 42Q (44693.560000 sec): 3 clusters
  Score: Raw -12037843.165446 + Penalty 13150.513723 = -12024692.651723
  nChanged 15
		SP:Iteration 43Q (44693.840000 sec): 3 clusters
  Score: Raw -12037854.037326 + Penalty 13150.513723 = -12024703.523602
  nChanged 12
		SP:Iteration 44Q (44694.130000 sec): 3 clusters
  Score: Raw -12037861.997028 + Penalty 13150.513723 = -12024711.483305
  nChanged 11
		SP:Iteration 45Q (44694.410000 sec): 3 clusters
  Score: Raw -12037868.324787 + Penalty 13150.513723 = -12024717.811064
  nChanged 9
		SP:Iteration 46Q (44694.700000 sec): 3 clusters
  Score: Raw -12037872.992808 + Penalty 13150.513723 = -12024722.479084
  nChanged 3
		SP:Iteration 47Q (44694.980000 sec): 3 clusters
  Score: Raw -12037874.501950 + Penalty 13150.513723 = -12024723.988227
  nChanged 2
		SP:Iteration 48Q (44695.260000 sec): 3 clusters
  Score: Raw -12037876.088335 + Penalty 13150.513723 = -12024725.574611
  nChanged 1
		SP:Iteration 49Q (44695.540000 sec): 3 clusters
  Score: Raw -12037876.741296 + Penalty 13150.513723 = -12024726.227572
  nChanged 1
		SP:Iteration 50Q (44695.820000 sec): 3 clusters
  Score: Raw -12037876.980485 + Penalty 13150.513723 = -12024726.466762
  nChanged 0
		SP:Iteration 51F (44696.170000 sec): 3 clusters
  Score: Raw -12037876.980485 + Penalty 13150.513723 = -12024726.466762
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44696.220000 sec): 2 clusters
  Score: Raw -373814.396528 + Penalty 4474.839270 = -369339.557258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44696.230000 sec): 3 clusters
  Score: Raw -373753.595280 + Penalty 8949.678540 = -364803.916740
  nChanged 304
		SP:Iteration 1F (44696.240000 sec): 3 clusters
  Score: Raw -374304.388901 + Penalty 8949.678540 = -365354.710361
  nChanged 71
		SP:Iteration 2Q (44696.250000 sec): 3 clusters
  Score: Raw -374464.040414 + Penalty 8949.678540 = -365514.361874
  nChanged 42
		SP:Iteration 3Q (44696.260000 sec): 3 clusters
  Score: Raw -374530.877911 + Penalty 8949.678540 = -365581.199371
  nChanged 21
		SP:Iteration 4Q (44696.270000 sec): 3 clusters
  Score: Raw -374570.809769 + Penalty 8949.678540 = -365621.131229
  nChanged 14
		SP:Iteration 5Q (44696.280000 sec): 3 clusters
  Score: Raw -374592.844454 + Penalty 8949.678540 = -365643.165914
  nChanged 6
		SP:Iteration 6Q (44696.290000 sec): 3 clusters
  Score: Raw -374600.234435 + Penalty 8949.678540 = -365650.555895
  nChanged 4
		SP:Iteration 7Q (44696.300000 sec): 3 clusters
  Score: Raw -374612.102417 + Penalty 8949.678540 = -365662.423877
  nChanged 2
		SP:Iteration 8Q (44696.310000 sec): 3 clusters
  Score: Raw -374613.423185 + Penalty 8949.678540 = -365663.744645
  nChanged 2
		SP:Iteration 9Q (44696.320000 sec): 3 clusters
  Score: Raw -374615.379357 + Penalty 8949.678540 = -365665.700817
  nChanged 1
		SP:Iteration 10Q (44696.330000 sec): 3 clusters
  Score: Raw -374618.477531 + Penalty 8949.678540 = -365668.798991
  nChanged 3
		SP:Iteration 11Q (44696.340000 sec): 3 clusters
  Score: Raw -374623.978769 + Penalty 8949.678540 = -365674.300229
  nChanged 4
		SP:Iteration 12Q (44696.350000 sec): 3 clusters
  Score: Raw -374631.436132 + Penalty 8949.678540 = -365681.757592
  nChanged 7
		SP:Iteration 13Q (44696.360000 sec): 3 clusters
  Score: Raw -374642.402485 + Penalty 8949.678540 = -365692.723945
  nChanged 2
		SP:Iteration 14Q (44696.370000 sec): 3 clusters
  Score: Raw -374644.409890 + Penalty 8949.678540 = -365694.731350
  nChanged 1
		SP:Iteration 15Q (44696.380000 sec): 3 clusters
  Score: Raw -374646.309380 + Penalty 8949.678540 = -365696.630840
  nChanged 0
		SP:Iteration 16F (44696.400000 sec): 3 clusters
  Score: Raw -374646.309380 + Penalty 8949.678540 = -365696.630840
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (7028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44696.440000 sec): 2 clusters
  Score: Raw -1867884.048600 + Penalty 5425.315188 = -1862458.733412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44696.500000 sec): 3 clusters
  Score: Raw -1864867.545683 + Penalty 10850.630375 = -1854016.915308
  nChanged 2435
		SP:Iteration 1F (44696.550000 sec): 3 clusters
  Score: Raw -1866460.051356 + Penalty 10850.630375 = -1855609.420981
  nChanged 568
		SP:Iteration 2F (44696.600000 sec): 3 clusters
  Score: Raw -1866862.391134 + Penalty 10850.630375 = -1856011.760759
  nChanged 346
		SP:Iteration 3Q (44696.650000 sec): 3 clusters
  Score: Raw -1867114.879971 + Penalty 10850.630375 = -1856264.249596
  nChanged 224
		SP:Iteration 4Q (44696.700000 sec): 3 clusters
  Score: Raw -1867271.301168 + Penalty 10850.630375 = -1856420.670793
  nChanged 170
		SP:Iteration 5Q (44696.760000 sec): 3 clusters
  Score: Raw -1867370.326862 + Penalty 10850.630375 = -1856519.696487
  nChanged 123
		SP:Iteration 6Q (44696.810000 sec): 3 clusters
  Score: Raw -1867439.066356 + Penalty 10850.630375 = -1856588.435980
  nChanged 112
		SP:Iteration 7Q (44696.860000 sec): 3 clusters
  Score: Raw -1867506.063859 + Penalty 10850.630375 = -1856655.433484
  nChanged 106
		SP:Iteration 8Q (44696.910000 sec): 3 clusters
  Score: Raw -1867573.310475 + Penalty 10850.630375 = -1856722.680100
  nChanged 106
		SP:Iteration 9Q (44696.960000 sec): 3 clusters
  Score: Raw -1867635.695275 + Penalty 10850.630375 = -1856785.064900
  nChanged 91
		SP:Iteration 10Q (44697.010000 sec): 3 clusters
  Score: Raw -1867685.125848 + Penalty 10850.630375 = -1856834.495473
  nChanged 71
		SP:Iteration 11Q (44697.060000 sec): 3 clusters
  Score: Raw -1867718.764353 + Penalty 10850.630375 = -1856868.133977
  nChanged 60
		SP:Iteration 12Q (44697.120000 sec): 3 clusters
  Score: Raw -1867751.548879 + Penalty 10850.630375 = -1856900.918504
  nChanged 73
		SP:Iteration 13Q (44697.170000 sec): 3 clusters
  Score: Raw -1867787.687658 + Penalty 10850.630375 = -1856937.057283
  nChanged 75
		SP:Iteration 14Q (44697.220000 sec): 3 clusters
  Score: Raw -1867826.801414 + Penalty 10850.630375 = -1856976.171038
  nChanged 63
		SP:Iteration 15Q (44697.270000 sec): 3 clusters
  Score: Raw -1867857.288361 + Penalty 10850.630375 = -1857006.657986
  nChanged 37
		SP:Iteration 16Q (44697.320000 sec): 3 clusters
  Score: Raw -1867874.421492 + Penalty 10850.630375 = -1857023.791117
  nChanged 38
		SP:Iteration 17Q (44697.370000 sec): 3 clusters
  Score: Raw -1867890.036602 + Penalty 10850.630375 = -1857039.406227
  nChanged 32
		SP:Iteration 18Q (44697.420000 sec): 3 clusters
  Score: Raw -1867903.173148 + Penalty 10850.630375 = -1857052.542773
  nChanged 30
		SP:Iteration 19Q (44697.470000 sec): 3 clusters
  Score: Raw -1867916.112621 + Penalty 10850.630375 = -1857065.482245
  nChanged 30
		SP:Iteration 20F (44697.520000 sec): 3 clusters
  Score: Raw -1867927.795715 + Penalty 10850.630375 = -1857077.165339
  nChanged 23
		SP:Iteration 21Q (44697.580000 sec): 3 clusters
  Score: Raw -1867938.092316 + Penalty 10850.630375 = -1857087.461940
  nChanged 27
		SP:Iteration 22Q (44697.630000 sec): 3 clusters
  Score: Raw -1867947.704044 + Penalty 10850.630375 = -1857097.073669
  nChanged 24
		SP:Iteration 23Q (44697.680000 sec): 3 clusters
  Score: Raw -1867957.441498 + Penalty 10850.630375 = -1857106.811122
  nChanged 17
		SP:Iteration 24Q (44697.730000 sec): 3 clusters
  Score: Raw -1867964.503347 + Penalty 10850.630375 = -1857113.872971
  nChanged 14
		SP:Iteration 25Q (44697.780000 sec): 3 clusters
  Score: Raw -1867970.357004 + Penalty 10850.630375 = -1857119.726629
  nChanged 16
		SP:Iteration 26Q (44697.830000 sec): 3 clusters
  Score: Raw -1867975.393343 + Penalty 10850.630375 = -1857124.762968
  nChanged 8
		SP:Iteration 27Q (44697.880000 sec): 3 clusters
  Score: Raw -1867979.264618 + Penalty 10850.630375 = -1857128.634243
  nChanged 9
		SP:Iteration 28Q (44697.940000 sec): 3 clusters
  Score: Raw -1867982.438447 + Penalty 10850.630375 = -1857131.808071
  nChanged 6
		SP:Iteration 29Q (44697.980000 sec): 3 clusters
  Score: Raw -1867985.007663 + Penalty 10850.630375 = -1857134.377287
  nChanged 5
		SP:Iteration 30Q (44698.040000 sec): 3 clusters
  Score: Raw -1867986.558417 + Penalty 10850.630375 = -1857135.928042
  nChanged 7
		SP:Iteration 31Q (44698.090000 sec): 3 clusters
  Score: Raw -1867989.894496 + Penalty 10850.630375 = -1857139.264121
  nChanged 11
		SP:Iteration 32Q (44698.140000 sec): 3 clusters
  Score: Raw -1867993.833420 + Penalty 10850.630375 = -1857143.203044
  nChanged 7
		SP:Iteration 33Q (44698.190000 sec): 3 clusters
  Score: Raw -1867996.369486 + Penalty 10850.630375 = -1857145.739111
  nChanged 4
		SP:Iteration 34Q (44698.240000 sec): 3 clusters
  Score: Raw -1867998.115024 + Penalty 10850.630375 = -1857147.484649
  nChanged 5
		SP:Iteration 35Q (44698.290000 sec): 3 clusters
  Score: Raw -1868000.276542 + Penalty 10850.630375 = -1857149.646166
  nChanged 5
		SP:Iteration 36Q (44698.340000 sec): 3 clusters
  Score: Raw -1868002.069054 + Penalty 10850.630375 = -1857151.438679
  nChanged 6
		SP:Iteration 37Q (44698.400000 sec): 3 clusters
  Score: Raw -1868003.928948 + Penalty 10850.630375 = -1857153.298573
  nChanged 4
		SP:Iteration 38Q (44698.440000 sec): 3 clusters
  Score: Raw -1868005.246683 + Penalty 10850.630375 = -1857154.616307
  nChanged 5
		SP:Iteration 39Q (44698.500000 sec): 3 clusters
  Score: Raw -1868007.040375 + Penalty 10850.630375 = -1857156.409999
  nChanged 4
		SP:Iteration 40F (44698.550000 sec): 3 clusters
  Score: Raw -1868009.910390 + Penalty 10850.630375 = -1857159.280014
  nChanged 8
		SP:Iteration 41Q (44698.600000 sec): 3 clusters
  Score: Raw -1868013.264098 + Penalty 10850.630375 = -1857162.633723
  nChanged 8
		SP:Iteration 42Q (44698.650000 sec): 3 clusters
  Score: Raw -1868016.724854 + Penalty 10850.630375 = -1857166.094479
  nChanged 10
		SP:Iteration 43Q (44698.700000 sec): 3 clusters
  Score: Raw -1868021.622338 + Penalty 10850.630375 = -1857170.991963
  nChanged 12
		SP:Iteration 44Q (44698.750000 sec): 3 clusters
  Score: Raw -1868026.348600 + Penalty 10850.630375 = -1857175.718224
  nChanged 10
		SP:Iteration 45Q (44698.800000 sec): 3 clusters
  Score: Raw -1868030.458385 + Penalty 10850.630375 = -1857179.828009
  nChanged 11
		SP:Iteration 46Q (44698.860000 sec): 3 clusters
  Score: Raw -1868035.006913 + Penalty 10850.630375 = -1857184.376537
  nChanged 7
		SP:Iteration 47Q (44698.900000 sec): 3 clusters
  Score: Raw -1868037.020862 + Penalty 10850.630375 = -1857186.390487
  nChanged 4
		SP:Iteration 48Q (44698.960000 sec): 3 clusters
  Score: Raw -1868038.805845 + Penalty 10850.630375 = -1857188.175470
  nChanged 9
		SP:Iteration 49Q (44699.010000 sec): 3 clusters
  Score: Raw -1868042.561697 + Penalty 10850.630375 = -1857191.931322
  nChanged 8
		SP:Iteration 50Q (44699.060000 sec): 3 clusters
  Score: Raw -1868046.804825 + Penalty 10850.630375 = -1857196.174450
  nChanged 8
		SP:Iteration 51Q (44699.110000 sec): 3 clusters
  Score: Raw -1868050.841351 + Penalty 10850.630375 = -1857200.210975
  nChanged 7
		SP:Iteration 52Q (44699.160000 sec): 3 clusters
  Score: Raw -1868053.856023 + Penalty 10850.630375 = -1857203.225648
  nChanged 9
		SP:Iteration 53Q (44699.210000 sec): 3 clusters
  Score: Raw -1868057.566564 + Penalty 10850.630375 = -1857206.936189
  nChanged 9
		SP:Iteration 54Q (44699.260000 sec): 3 clusters
  Score: Raw -1868060.670980 + Penalty 10850.630375 = -1857210.040605
  nChanged 9
		SP:Iteration 55Q (44699.310000 sec): 3 clusters
  Score: Raw -1868063.894821 + Penalty 10850.630375 = -1857213.264446
  nChanged 7
		SP:Iteration 56Q (44699.360000 sec): 3 clusters
  Score: Raw -1868066.764067 + Penalty 10850.630375 = -1857216.133691
  nChanged 10
		SP:Iteration 57Q (44699.420000 sec): 3 clusters
  Score: Raw -1868069.916908 + Penalty 10850.630375 = -1857219.286532
  nChanged 7
		SP:Iteration 58Q (44699.470000 sec): 3 clusters
  Score: Raw -1868074.301437 + Penalty 10850.630375 = -1857223.671062
  nChanged 11
		SP:Iteration 59Q (44699.520000 sec): 3 clusters
  Score: Raw -1868078.881948 + Penalty 10850.630375 = -1857228.251573
  nChanged 13
		SP:Iteration 60F (44699.570000 sec): 3 clusters
  Score: Raw -1868086.105791 + Penalty 10850.630375 = -1857235.475416
  nChanged 18
		SP:Iteration 61Q (44699.620000 sec): 3 clusters
  Score: Raw -1868093.147697 + Penalty 10850.630375 = -1857242.517322
  nChanged 15
		SP:Iteration 62Q (44699.670000 sec): 3 clusters
  Score: Raw -1868100.654652 + Penalty 10850.630375 = -1857250.024277
  nChanged 14
		SP:Iteration 63Q (44699.720000 sec): 3 clusters
  Score: Raw -1868106.371620 + Penalty 10850.630375 = -1857255.741245
  nChanged 13
		SP:Iteration 64Q (44699.770000 sec): 3 clusters
  Score: Raw -1868110.588715 + Penalty 10850.630375 = -1857259.958340
  nChanged 13
		SP:Iteration 65Q (44699.820000 sec): 3 clusters
  Score: Raw -1868115.994371 + Penalty 10850.630375 = -1857265.363996
  nChanged 13
		SP:Iteration 66Q (44699.880000 sec): 3 clusters
  Score: Raw -1868120.972299 + Penalty 10850.630375 = -1857270.341924
  nChanged 18
		SP:Iteration 67Q (44699.930000 sec): 3 clusters
  Score: Raw -1868128.573253 + Penalty 10850.630375 = -1857277.942878
  nChanged 21
		SP:Iteration 68Q (44699.980000 sec): 3 clusters
  Score: Raw -1868136.691408 + Penalty 10850.630375 = -1857286.061032
  nChanged 20
		SP:Iteration 69Q (44700.030000 sec): 3 clusters
  Score: Raw -1868146.618605 + Penalty 10850.630375 = -1857295.988230
  nChanged 24
		SP:Iteration 70Q (44700.080000 sec): 3 clusters
  Score: Raw -1868156.977762 + Penalty 10850.630375 = -1857306.347387
  nChanged 26
		SP:Iteration 71Q (44700.130000 sec): 3 clusters
  Score: Raw -1868169.700166 + Penalty 10850.630375 = -1857319.069791
  nChanged 17
		SP:Iteration 72Q (44700.180000 sec): 3 clusters
  Score: Raw -1868176.672873 + Penalty 10850.630375 = -1857326.042497
  nChanged 10
		SP:Iteration 73Q (44700.230000 sec): 3 clusters
  Score: Raw -1868181.629502 + Penalty 10850.630375 = -1857330.999127
  nChanged 11
		SP:Iteration 74Q (44700.280000 sec): 3 clusters
  Score: Raw -1868186.129929 + Penalty 10850.630375 = -1857335.499554
  nChanged 14
		SP:Iteration 75Q (44700.340000 sec): 3 clusters
  Score: Raw -1868192.062276 + Penalty 10850.630375 = -1857341.431901
  nChanged 16
		SP:Iteration 76Q (44700.390000 sec): 3 clusters
  Score: Raw -1868202.052756 + Penalty 10850.630375 = -1857351.422380
  nChanged 22
		SP:Iteration 77Q (44700.440000 sec): 3 clusters
  Score: Raw -1868212.549565 + Penalty 10850.630375 = -1857361.919190
  nChanged 19
		SP:Iteration 78Q (44700.480000 sec): 3 clusters
  Score: Raw -1868221.518362 + Penalty 10850.630375 = -1857370.887986
  nChanged 16
		SP:Iteration 79Q (44700.540000 sec): 3 clusters
  Score: Raw -1868228.697530 + Penalty 10850.630375 = -1857378.067155
  nChanged 14
		SP:Iteration 80F (44700.590000 sec): 3 clusters
  Score: Raw -1868233.753707 + Penalty 10850.630375 = -1857383.123332
  nChanged 11
		SP:Iteration 81Q (44700.640000 sec): 3 clusters
  Score: Raw -1868237.860579 + Penalty 10850.630375 = -1857387.230203
  nChanged 10
		SP:Iteration 82Q (44700.690000 sec): 3 clusters
  Score: Raw -1868242.673009 + Penalty 10850.630375 = -1857392.042633
  nChanged 11
		SP:Iteration 83Q (44700.740000 sec): 3 clusters
  Score: Raw -1868247.204213 + Penalty 10850.630375 = -1857396.573837
  nChanged 15
		SP:Iteration 84Q (44700.790000 sec): 3 clusters
  Score: Raw -1868253.639963 + Penalty 10850.630375 = -1857403.009588
  nChanged 18
		SP:Iteration 85Q (44700.840000 sec): 3 clusters
  Score: Raw -1868261.573553 + Penalty 10850.630375 = -1857410.943177
  nChanged 13
		SP:Iteration 86Q (44700.890000 sec): 3 clusters
  Score: Raw -1868267.804742 + Penalty 10850.630375 = -1857417.174366
  nChanged 11
		SP:Iteration 87Q (44700.940000 sec): 3 clusters
  Score: Raw -1868271.817167 + Penalty 10850.630375 = -1857421.186791
  nChanged 7
		SP:Iteration 88Q (44701.000000 sec): 3 clusters
  Score: Raw -1868274.710879 + Penalty 10850.630375 = -1857424.080503
  nChanged 8
		SP:Iteration 89Q (44701.050000 sec): 3 clusters
  Score: Raw -1868278.426371 + Penalty 10850.630375 = -1857427.795995
  nChanged 10
		SP:Iteration 90Q (44701.100000 sec): 3 clusters
  Score: Raw -1868282.460699 + Penalty 10850.630375 = -1857431.830323
  nChanged 13
		SP:Iteration 91Q (44701.150000 sec): 3 clusters
  Score: Raw -1868287.388142 + Penalty 10850.630375 = -1857436.757767
  nChanged 11
		SP:Iteration 92Q (44701.200000 sec): 3 clusters
  Score: Raw -1868292.975051 + Penalty 10850.630375 = -1857442.344676
  nChanged 11
		SP:Iteration 93Q (44701.250000 sec): 3 clusters
  Score: Raw -1868298.901026 + Penalty 10850.630375 = -1857448.270650
  nChanged 15
		SP:Iteration 94Q (44701.300000 sec): 3 clusters
  Score: Raw -1868304.251068 + Penalty 10850.630375 = -1857453.620693
  nChanged 14
		SP:Iteration 95Q (44701.350000 sec): 3 clusters
  Score: Raw -1868310.665012 + Penalty 10850.630375 = -1857460.034637
  nChanged 16
		SP:Iteration 96Q (44701.400000 sec): 3 clusters
  Score: Raw -1868317.801311 + Penalty 10850.630375 = -1857467.170936
  nChanged 18
		SP:Iteration 97Q (44701.460000 sec): 3 clusters
  Score: Raw -1868326.115449 + Penalty 10850.630375 = -1857475.485073
  nChanged 20
		SP:Iteration 98Q (44701.500000 sec): 3 clusters
  Score: Raw -1868336.194934 + Penalty 10850.630375 = -1857485.564559
  nChanged 20
		SP:Iteration 99Q (44701.560000 sec): 3 clusters
  Score: Raw -1868347.533032 + Penalty 10850.630375 = -1857496.902656
  nChanged 23
		SP:Iteration 100F (44701.610000 sec): 3 clusters
  Score: Raw -1868355.904977 + Penalty 10850.630375 = -1857505.274602
  nChanged 16
		SP:Iteration 101Q (44701.660000 sec): 3 clusters
  Score: Raw -1868362.309629 + Penalty 10850.630375 = -1857511.679254
  nChanged 11
		SP:Iteration 102Q (44701.710000 sec): 3 clusters
  Score: Raw -1868366.444969 + Penalty 10850.630375 = -1857515.814594
  nChanged 4
		SP:Iteration 103Q (44701.760000 sec): 3 clusters
  Score: Raw -1868367.950899 + Penalty 10850.630375 = -1857517.320523
  nChanged 3
		SP:Iteration 104Q (44701.810000 sec): 3 clusters
  Score: Raw -1868369.817941 + Penalty 10850.630375 = -1857519.187565
  nChanged 1
		SP:Iteration 105Q (44701.860000 sec): 3 clusters
  Score: Raw -1868370.832830 + Penalty 10850.630375 = -1857520.202455
  nChanged 5
		SP:Iteration 106Q (44701.920000 sec): 3 clusters
  Score: Raw -1868372.395080 + Penalty 10850.630375 = -1857521.764705
  nChanged 2
		SP:Iteration 107Q (44701.970000 sec): 3 clusters
  Score: Raw -1868373.026602 + Penalty 10850.630375 = -1857522.396227
  nChanged 1
		SP:Iteration 108Q (44702.020000 sec): 3 clusters
  Score: Raw -1868373.343925 + Penalty 10850.630375 = -1857522.713549
  nChanged 1
		SP:Iteration 109Q (44702.070000 sec): 3 clusters
  Score: Raw -1868373.751324 + Penalty 10850.630375 = -1857523.120949
  nChanged 4
		SP:Iteration 110Q (44702.120000 sec): 3 clusters
  Score: Raw -1868374.863568 + Penalty 10850.630375 = -1857524.233193
  nChanged 7
		SP:Iteration 111Q (44702.170000 sec): 3 clusters
  Score: Raw -1868377.209799 + Penalty 10850.630375 = -1857526.579424
  nChanged 4
		SP:Iteration 112Q (44702.220000 sec): 3 clusters
  Score: Raw -1868378.780093 + Penalty 10850.630375 = -1857528.149718
  nChanged 2
		SP:Iteration 113Q (44702.270000 sec): 3 clusters
  Score: Raw -1868380.492537 + Penalty 10850.630375 = -1857529.862162
  nChanged 6
		SP:Iteration 114Q (44702.320000 sec): 3 clusters
  Score: Raw -1868382.509011 + Penalty 10850.630375 = -1857531.878635
  nChanged 3
		SP:Iteration 115Q (44702.380000 sec): 3 clusters
  Score: Raw -1868383.364153 + Penalty 10850.630375 = -1857532.733778
  nChanged 5
		SP:Iteration 116Q (44702.430000 sec): 3 clusters
  Score: Raw -1868384.803348 + Penalty 10850.630375 = -1857534.172972
  nChanged 3
		SP:Iteration 117Q (44702.480000 sec): 3 clusters
  Score: Raw -1868385.501147 + Penalty 10850.630375 = -1857534.870772
  nChanged 4
		SP:Iteration 118Q (44702.530000 sec): 3 clusters
  Score: Raw -1868387.397427 + Penalty 10850.630375 = -1857536.767052
  nChanged 4
		SP:Iteration 119Q (44702.580000 sec): 3 clusters
  Score: Raw -1868388.687839 + Penalty 10850.630375 = -1857538.057464
  nChanged 4
		SP:Iteration 120F (44702.630000 sec): 3 clusters
  Score: Raw -1868389.915934 + Penalty 10850.630375 = -1857539.285558
  nChanged 2
		SP:Iteration 121Q (44702.680000 sec): 3 clusters
  Score: Raw -1868390.390625 + Penalty 10850.630375 = -1857539.760250
  nChanged 0
		SP:Iteration 122F (44702.740000 sec): 3 clusters
  Score: Raw -1868390.390625 + Penalty 10850.630375 = -1857539.760250
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (81278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44703.290000 sec): 2 clusters
  Score: Raw -22152612.907338 + Penalty 6924.698777 = -22145688.208561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44703.910000 sec): 3 clusters
  Score: Raw -22103274.375983 + Penalty 13849.397554 = -22089424.978429
  nChanged 36960
		SP:Iteration 1F (44704.530000 sec): 3 clusters
  Score: Raw -22123594.495627 + Penalty 13849.397554 = -22109745.098073
  nChanged 3873
		SP:Iteration 2Q (44705.150000 sec): 3 clusters
  Score: Raw -22124960.922762 + Penalty 13849.397554 = -22111111.525208
  nChanged 3696
		SP:Iteration 3Q (44705.770000 sec): 3 clusters
  Score: Raw -22126443.430880 + Penalty 13849.397554 = -22112594.033326
  nChanged 3804
		SP:Iteration 4Q (44706.390000 sec): 3 clusters
  Score: Raw -22128149.329433 + Penalty 13849.397554 = -22114299.931879
  nChanged 4047
		SP:Iteration 5Q (44707.010000 sec): 3 clusters
  Score: Raw -22130193.052999 + Penalty 13849.397554 = -22116343.655446
  nChanged 4288
		SP:Iteration 6F (44707.630000 sec): 3 clusters
  Score: Raw -22132382.818083 + Penalty 13849.397554 = -22118533.420529
  nChanged 4345
		SP:Iteration 7F (44708.240000 sec): 3 clusters
  Score: Raw -22134432.745788 + Penalty 13849.397554 = -22120583.348234
  nChanged 4106
		SP:Iteration 8F (44708.860000 sec): 3 clusters
  Score: Raw -22136375.646452 + Penalty 13849.397554 = -22122526.248898
  nChanged 3881
		SP:Iteration 9Q (44709.480000 sec): 3 clusters
  Score: Raw -22138269.818383 + Penalty 13849.397554 = -22124420.420829
  nChanged 3687
		SP:Iteration 10Q (44710.090000 sec): 3 clusters
  Score: Raw -22140234.404388 + Penalty 13849.397554 = -22126385.006835
  nChanged 3549
		SP:Iteration 11Q (44710.710000 sec): 3 clusters
  Score: Raw -22142381.569132 + Penalty 13849.397554 = -22128532.171578
  nChanged 3336
		SP:Iteration 12Q (44711.320000 sec): 3 clusters
  Score: Raw -22144597.889401 + Penalty 13849.397554 = -22130748.491847
  nChanged 3144
		SP:Iteration 13Q (44711.930000 sec): 3 clusters
  Score: Raw -22146819.071508 + Penalty 13849.397554 = -22132969.673954
  nChanged 2764
		SP:Iteration 14Q (44712.530000 sec): 3 clusters
  Score: Raw -22148664.747109 + Penalty 13849.397554 = -22134815.349555
  nChanged 2194
		SP:Iteration 15Q (44713.120000 sec): 3 clusters
  Score: Raw -22149932.253438 + Penalty 13849.397554 = -22136082.855884
  nChanged 1709
		SP:Iteration 16Q (44713.690000 sec): 3 clusters
  Score: Raw -22150820.561404 + Penalty 13849.397554 = -22136971.163850
  nChanged 1334
		SP:Iteration 17Q (44714.240000 sec): 3 clusters
  Score: Raw -22151456.743352 + Penalty 13849.397554 = -22137607.345798
  nChanged 1078
		SP:Iteration 18Q (44714.780000 sec): 3 clusters
  Score: Raw -22151961.469468 + Penalty 13849.397554 = -22138112.071914
  nChanged 915
		SP:Iteration 19Q (44715.310000 sec): 3 clusters
  Score: Raw -22152416.513959 + Penalty 13849.397554 = -22138567.116405
  nChanged 761
		SP:Iteration 20F (44715.910000 sec): 3 clusters
  Score: Raw -22152832.561386 + Penalty 13849.397554 = -22138983.163832
  nChanged 641
		SP:Iteration 21Q (44716.430000 sec): 3 clusters
  Score: Raw -22153215.384261 + Penalty 13849.397554 = -22139365.986707
  nChanged 618
		SP:Iteration 22Q (44716.930000 sec): 3 clusters
  Score: Raw -22153617.794838 + Penalty 13849.397554 = -22139768.397284
  nChanged 555
		SP:Iteration 23Q (44717.430000 sec): 3 clusters
  Score: Raw -22153951.591627 + Penalty 13849.397554 = -22140102.194074
  nChanged 500
		SP:Iteration 24Q (44717.920000 sec): 3 clusters
  Score: Raw -22154200.368779 + Penalty 13849.397554 = -22140350.971226
  nChanged 393
		SP:Iteration 25Q (44718.410000 sec): 3 clusters
  Score: Raw -22154371.697072 + Penalty 13849.397554 = -22140522.299518
  nChanged 308
		SP:Iteration 26Q (44718.890000 sec): 3 clusters
  Score: Raw -22154489.844207 + Penalty 13849.397554 = -22140640.446653
  nChanged 268
		SP:Iteration 27Q (44719.370000 sec): 3 clusters
  Score: Raw -22154576.862441 + Penalty 13849.397554 = -22140727.464887
  nChanged 212
		SP:Iteration 28Q (44719.840000 sec): 3 clusters
  Score: Raw -22154648.764356 + Penalty 13849.397554 = -22140799.366803
  nChanged 171
		SP:Iteration 29Q (44720.310000 sec): 3 clusters
  Score: Raw -22154709.440355 + Penalty 13849.397554 = -22140860.042801
  nChanged 144
		SP:Iteration 30Q (44720.780000 sec): 3 clusters
  Score: Raw -22154761.464381 + Penalty 13849.397554 = -22140912.066828
  nChanged 153
		SP:Iteration 31Q (44721.250000 sec): 3 clusters
  Score: Raw -22154828.470641 + Penalty 13849.397554 = -22140979.073087
  nChanged 166
		SP:Iteration 32Q (44721.710000 sec): 3 clusters
  Score: Raw -22154935.974152 + Penalty 13849.397554 = -22141086.576598
  nChanged 190
		SP:Iteration 33Q (44722.180000 sec): 3 clusters
  Score: Raw -22155090.342599 + Penalty 13849.397554 = -22141240.945045
  nChanged 204
		SP:Iteration 34Q (44722.640000 sec): 3 clusters
  Score: Raw -22155315.728006 + Penalty 13849.397554 = -22141466.330453
  nChanged 232
		SP:Iteration 35Q (44723.090000 sec): 3 clusters
  Score: Raw -22155636.251377 + Penalty 13849.397554 = -22141786.853823
  nChanged 262
		SP:Iteration 36Q (44723.550000 sec): 3 clusters
  Score: Raw -22156015.151872 + Penalty 13849.397554 = -22142165.754318
  nChanged 266
		SP:Iteration 37Q (44723.990000 sec): 3 clusters
  Score: Raw -22156242.624384 + Penalty 13849.397554 = -22142393.226830
  nChanged 258
		SP:Iteration 38Q (44724.440000 sec): 3 clusters
  Score: Raw -22156353.397725 + Penalty 13849.397554 = -22142504.000171
  nChanged 178
		SP:Iteration 39Q (44724.880000 sec): 3 clusters
  Score: Raw -22156406.133460 + Penalty 13849.397554 = -22142556.735907
  nChanged 113
		SP:Iteration 40F (44725.490000 sec): 3 clusters
  Score: Raw -22156434.061833 + Penalty 13849.397554 = -22142584.664279
  nChanged 68
		SP:Iteration 41Q (44725.940000 sec): 3 clusters
  Score: Raw -22156448.236953 + Penalty 13849.397554 = -22142598.839399
  nChanged 42
		SP:Iteration 42Q (44726.380000 sec): 3 clusters
  Score: Raw -22156455.546336 + Penalty 13849.397554 = -22142606.148782
  nChanged 28
		SP:Iteration 43Q (44726.820000 sec): 3 clusters
  Score: Raw -22156460.278720 + Penalty 13849.397554 = -22142610.881166
  nChanged 21
		SP:Iteration 44Q (44727.270000 sec): 3 clusters
  Score: Raw -22156463.463602 + Penalty 13849.397554 = -22142614.066048
  nChanged 13
		SP:Iteration 45Q (44727.710000 sec): 3 clusters
  Score: Raw -22156465.377405 + Penalty 13849.397554 = -22142615.979851
  nChanged 12
		SP:Iteration 46Q (44728.150000 sec): 3 clusters
  Score: Raw -22156467.234441 + Penalty 13849.397554 = -22142617.836887
  nChanged 8
		SP:Iteration 47Q (44728.590000 sec): 3 clusters
  Score: Raw -22156468.356444 + Penalty 13849.397554 = -22142618.958890
  nChanged 3
		SP:Iteration 48Q (44729.030000 sec): 3 clusters
  Score: Raw -22156468.644327 + Penalty 13849.397554 = -22142619.246773
  nChanged 1
		SP:Iteration 49Q (44729.480000 sec): 3 clusters
  Score: Raw -22156468.710711 + Penalty 13849.397554 = -22142619.313158
  nChanged 1
		SP:Iteration 50Q (44729.920000 sec): 3 clusters
  Score: Raw -22156468.872101 + Penalty 13849.397554 = -22142619.474547
  nChanged 2
		SP:Iteration 51Q (44730.370000 sec): 3 clusters
  Score: Raw -22156469.305762 + Penalty 13849.397554 = -22142619.908208
  nChanged 5
		SP:Iteration 52Q (44730.810000 sec): 3 clusters
  Score: Raw -22156470.201469 + Penalty 13849.397554 = -22142620.803915
  nChanged 5
		SP:Iteration 53Q (44731.250000 sec): 3 clusters
  Score: Raw -22156470.844345 + Penalty 13849.397554 = -22142621.446791
  nChanged 2
		SP:Iteration 54Q (44731.690000 sec): 3 clusters
  Score: Raw -22156471.099814 + Penalty 13849.397554 = -22142621.702260
  nChanged 0
		SP:Iteration 55F (44732.310000 sec): 3 clusters
  Score: Raw -22156471.099814 + Penalty 13849.397554 = -22142621.702260
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44732.490000 sec): 2 clusters
  Score: Raw -5969947.456245 + Penalty 6160.845677 = -5963786.610568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44732.670000 sec): 3 clusters
  Score: Raw -5957558.886361 + Penalty 12321.691354 = -5945237.195007
  nChanged 9619
		SP:Iteration 1F (44732.850000 sec): 3 clusters
  Score: Raw -5963318.596384 + Penalty 12321.691354 = -5950996.905029
  nChanged 1876
		SP:Iteration 2F (44733.030000 sec): 3 clusters
  Score: Raw -5964762.089378 + Penalty 12321.691354 = -5952440.398024
  nChanged 1582
		SP:Iteration 3F (44733.200000 sec): 3 clusters
  Score: Raw -5965827.309363 + Penalty 12321.691354 = -5953505.618008
  nChanged 1346
		SP:Iteration 4F (44733.380000 sec): 3 clusters
  Score: Raw -5966680.415354 + Penalty 12321.691354 = -5954358.724000
  nChanged 1174
		SP:Iteration 5F (44733.560000 sec): 3 clusters
  Score: Raw -5967473.407504 + Penalty 12321.691354 = -5955151.716149
  nChanged 1159
		SP:Iteration 6Q (44733.730000 sec): 3 clusters
  Score: Raw -5968329.776370 + Penalty 12321.691354 = -5956008.085015
  nChanged 1116
		SP:Iteration 7Q (44733.910000 sec): 3 clusters
  Score: Raw -5969140.643225 + Penalty 12321.691354 = -5956818.951870
  nChanged 1027
		SP:Iteration 8Q (44734.080000 sec): 3 clusters
  Score: Raw -5969764.457592 + Penalty 12321.691354 = -5957442.766238
  nChanged 834
		SP:Iteration 9Q (44734.260000 sec): 3 clusters
  Score: Raw -5970186.077370 + Penalty 12321.691354 = -5957864.386015
  nChanged 665
		SP:Iteration 10Q (44734.430000 sec): 3 clusters
  Score: Raw -5970538.653964 + Penalty 12321.691354 = -5958216.962609
  nChanged 622
		SP:Iteration 11Q (44734.600000 sec): 3 clusters
  Score: Raw -5970841.255437 + Penalty 12321.691354 = -5958519.564083
  nChanged 520
		SP:Iteration 12Q (44734.770000 sec): 3 clusters
  Score: Raw -5971105.730011 + Penalty 12321.691354 = -5958784.038656
  nChanged 480
		SP:Iteration 13Q (44734.950000 sec): 3 clusters
  Score: Raw -5971356.046922 + Penalty 12321.691354 = -5959034.355567
  nChanged 468
		SP:Iteration 14Q (44735.120000 sec): 3 clusters
  Score: Raw -5971593.660807 + Penalty 12321.691354 = -5959271.969452
  nChanged 455
		SP:Iteration 15Q (44735.290000 sec): 3 clusters
  Score: Raw -5971847.214949 + Penalty 12321.691354 = -5959525.523594
  nChanged 427
		SP:Iteration 16Q (44735.450000 sec): 3 clusters
  Score: Raw -5972085.662463 + Penalty 12321.691354 = -5959763.971109
  nChanged 380
		SP:Iteration 17Q (44735.620000 sec): 3 clusters
  Score: Raw -5972302.892047 + Penalty 12321.691354 = -5959981.200693
  nChanged 378
		SP:Iteration 18Q (44735.790000 sec): 3 clusters
  Score: Raw -5972527.560010 + Penalty 12321.691354 = -5960205.868656
  nChanged 342
		SP:Iteration 19Q (44735.960000 sec): 3 clusters
  Score: Raw -5972732.580047 + Penalty 12321.691354 = -5960410.888693
  nChanged 313
		SP:Iteration 20F (44736.130000 sec): 3 clusters
  Score: Raw -5972906.015405 + Penalty 12321.691354 = -5960584.324050
  nChanged 255
		SP:Iteration 21Q (44736.300000 sec): 3 clusters
  Score: Raw -5973028.363026 + Penalty 12321.691354 = -5960706.671671
  nChanged 219
		SP:Iteration 22Q (44736.460000 sec): 3 clusters
  Score: Raw -5973144.204571 + Penalty 12321.691354 = -5960822.513217
  nChanged 202
		SP:Iteration 23Q (44736.620000 sec): 3 clusters
  Score: Raw -5973261.376168 + Penalty 12321.691354 = -5960939.684814
  nChanged 186
		SP:Iteration 24Q (44736.770000 sec): 3 clusters
  Score: Raw -5973380.441541 + Penalty 12321.691354 = -5961058.750187
  nChanged 184
		SP:Iteration 25Q (44736.930000 sec): 3 clusters
  Score: Raw -5973499.255634 + Penalty 12321.691354 = -5961177.564279
  nChanged 159
		SP:Iteration 26Q (44737.080000 sec): 3 clusters
  Score: Raw -5973588.565439 + Penalty 12321.691354 = -5961266.874084
  nChanged 144
		SP:Iteration 27Q (44737.240000 sec): 3 clusters
  Score: Raw -5973657.781087 + Penalty 12321.691354 = -5961336.089732
  nChanged 114
		SP:Iteration 28Q (44737.390000 sec): 3 clusters
  Score: Raw -5973708.006709 + Penalty 12321.691354 = -5961386.315354
  nChanged 109
		SP:Iteration 29Q (44737.540000 sec): 3 clusters
  Score: Raw -5973758.155461 + Penalty 12321.691354 = -5961436.464106
  nChanged 101
		SP:Iteration 30Q (44737.700000 sec): 3 clusters
  Score: Raw -5973807.648346 + Penalty 12321.691354 = -5961485.956991
  nChanged 97
		SP:Iteration 31Q (44737.850000 sec): 3 clusters
  Score: Raw -5973848.561145 + Penalty 12321.691354 = -5961526.869790
  nChanged 75
		SP:Iteration 32Q (44738.000000 sec): 3 clusters
  Score: Raw -5973878.319541 + Penalty 12321.691354 = -5961556.628186
  nChanged 56
		SP:Iteration 33Q (44738.150000 sec): 3 clusters
  Score: Raw -5973901.594514 + Penalty 12321.691354 = -5961579.903159
  nChanged 59
		SP:Iteration 34Q (44738.300000 sec): 3 clusters
  Score: Raw -5973930.069734 + Penalty 12321.691354 = -5961608.378379
  nChanged 61
		SP:Iteration 35Q (44738.440000 sec): 3 clusters
  Score: Raw -5973974.645485 + Penalty 12321.691354 = -5961652.954131
  nChanged 57
		SP:Iteration 36Q (44738.590000 sec): 3 clusters
  Score: Raw -5974023.207951 + Penalty 12321.691354 = -5961701.516597
  nChanged 73
		SP:Iteration 37Q (44738.740000 sec): 3 clusters
  Score: Raw -5974082.470138 + Penalty 12321.691354 = -5961760.778784
  nChanged 70
		SP:Iteration 38Q (44738.890000 sec): 3 clusters
  Score: Raw -5974118.675442 + Penalty 12321.691354 = -5961796.984087
  nChanged 51
		SP:Iteration 39Q (44739.040000 sec): 3 clusters
  Score: Raw -5974142.216356 + Penalty 12321.691354 = -5961820.525002
  nChanged 39
		SP:Iteration 40F (44739.210000 sec): 3 clusters
  Score: Raw -5974160.291125 + Penalty 12321.691354 = -5961838.599770
  nChanged 23
		SP:Iteration 41Q (44739.360000 sec): 3 clusters
  Score: Raw -5974169.569649 + Penalty 12321.691354 = -5961847.878294
  nChanged 24
		SP:Iteration 42Q (44739.500000 sec): 3 clusters
  Score: Raw -5974177.551452 + Penalty 12321.691354 = -5961855.860097
  nChanged 21
		SP:Iteration 43Q (44739.650000 sec): 3 clusters
  Score: Raw -5974184.777854 + Penalty 12321.691354 = -5961863.086500
  nChanged 22
		SP:Iteration 44Q (44739.800000 sec): 3 clusters
  Score: Raw -5974191.148416 + Penalty 12321.691354 = -5961869.457061
  nChanged 12
		SP:Iteration 45Q (44739.940000 sec): 3 clusters
  Score: Raw -5974194.321352 + Penalty 12321.691354 = -5961872.629998
  nChanged 4
		SP:Iteration 46Q (44740.090000 sec): 3 clusters
  Score: Raw -5974195.367177 + Penalty 12321.691354 = -5961873.675822
  nChanged 3
		SP:Iteration 47Q (44740.230000 sec): 3 clusters
  Score: Raw -5974196.029809 + Penalty 12321.691354 = -5961874.338454
  nChanged 2
		SP:Iteration 48Q (44740.380000 sec): 3 clusters
  Score: Raw -5974196.712054 + Penalty 12321.691354 = -5961875.020699
  nChanged 5
		SP:Iteration 49Q (44740.530000 sec): 3 clusters
  Score: Raw -5974198.330368 + Penalty 12321.691354 = -5961876.639014
  nChanged 3
		SP:Iteration 50Q (44740.670000 sec): 3 clusters
  Score: Raw -5974199.410085 + Penalty 12321.691354 = -5961877.718730
  nChanged 2
		SP:Iteration 51Q (44740.820000 sec): 3 clusters
  Score: Raw -5974200.531898 + Penalty 12321.691354 = -5961878.840543
  nChanged 2
		SP:Iteration 52Q (44740.970000 sec): 3 clusters
  Score: Raw -5974201.467523 + Penalty 12321.691354 = -5961879.776168
  nChanged 3
		SP:Iteration 53Q (44741.120000 sec): 3 clusters
  Score: Raw -5974202.481686 + Penalty 12321.691354 = -5961880.790331
  nChanged 3
		SP:Iteration 54Q (44741.260000 sec): 3 clusters
  Score: Raw -5974203.369357 + Penalty 12321.691354 = -5961881.678002
  nChanged 5
		SP:Iteration 55Q (44741.410000 sec): 3 clusters
  Score: Raw -5974204.473143 + Penalty 12321.691354 = -5961882.781789
  nChanged 1
		SP:Iteration 56Q (44741.560000 sec): 3 clusters
  Score: Raw -5974204.606196 + Penalty 12321.691354 = -5961882.914842
  nChanged 0
		SP:Iteration 57F (44741.730000 sec): 3 clusters
  Score: Raw -5974204.606196 + Penalty 12321.691354 = -5961882.914842
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (68164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44742.190000 sec): 2 clusters
  Score: Raw -18370904.891865 + Penalty 6816.924005 = -18364087.967859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44742.720000 sec): 3 clusters
  Score: Raw -18330372.065147 + Penalty 13633.848010 = -18316738.217136
  nChanged 30688
		SP:Iteration 1F (44743.240000 sec): 3 clusters
  Score: Raw -18346964.321571 + Penalty 13633.848010 = -18333330.473560
  nChanged 3224
		SP:Iteration 2Q (44743.760000 sec): 3 clusters
  Score: Raw -18347991.936624 + Penalty 13633.848010 = -18334358.088613
  nChanged 2808
		SP:Iteration 3Q (44744.290000 sec): 3 clusters
  Score: Raw -18348847.157211 + Penalty 13633.848010 = -18335213.309201
  nChanged 2590
		SP:Iteration 4Q (44744.820000 sec): 3 clusters
  Score: Raw -18349651.579918 + Penalty 13633.848010 = -18336017.731907
  nChanged 2522
		SP:Iteration 5Q (44745.350000 sec): 3 clusters
  Score: Raw -18350456.758688 + Penalty 13633.848010 = -18336822.910677
  nChanged 2507
		SP:Iteration 6Q (44745.880000 sec): 3 clusters
  Score: Raw -18351289.143567 + Penalty 13633.848010 = -18337655.295556
  nChanged 2575
		SP:Iteration 7Q (44746.400000 sec): 3 clusters
  Score: Raw -18352234.417041 + Penalty 13633.848010 = -18338600.569031
  nChanged 2727
		SP:Iteration 8Q (44746.930000 sec): 3 clusters
  Score: Raw -18353251.105043 + Penalty 13633.848010 = -18339617.257033
  nChanged 2692
		SP:Iteration 9Q (44747.460000 sec): 3 clusters
  Score: Raw -18354288.177945 + Penalty 13633.848010 = -18340654.329934
  nChanged 2747
		SP:Iteration 10Q (44747.980000 sec): 3 clusters
  Score: Raw -18355448.375084 + Penalty 13633.848010 = -18341814.527074
  nChanged 2823
		SP:Iteration 11Q (44748.500000 sec): 3 clusters
  Score: Raw -18356744.746282 + Penalty 13633.848010 = -18343110.898272
  nChanged 3009
		SP:Iteration 12Q (44749.030000 sec): 3 clusters
  Score: Raw -18358251.426845 + Penalty 13633.848010 = -18344617.578835
  nChanged 3061
		SP:Iteration 13Q (44749.550000 sec): 3 clusters
  Score: Raw -18359876.484264 + Penalty 13633.848010 = -18346242.636254
  nChanged 3014
		SP:Iteration 14Q (44750.080000 sec): 3 clusters
  Score: Raw -18361542.694968 + Penalty 13633.848010 = -18347908.846958
  nChanged 2872
		SP:Iteration 15Q (44750.610000 sec): 3 clusters
  Score: Raw -18363264.948720 + Penalty 13633.848010 = -18349631.100709
  nChanged 2705
		SP:Iteration 16Q (44751.130000 sec): 3 clusters
  Score: Raw -18364985.696826 + Penalty 13633.848010 = -18351351.848815
  nChanged 2399
		SP:Iteration 17Q (44751.650000 sec): 3 clusters
  Score: Raw -18366558.248381 + Penalty 13633.848010 = -18352924.400371
  nChanged 2036
		SP:Iteration 18Q (44752.170000 sec): 3 clusters
  Score: Raw -18367910.385310 + Penalty 13633.848010 = -18354276.537300
  nChanged 1605
		SP:Iteration 19Q (44752.680000 sec): 3 clusters
  Score: Raw -18368947.020638 + Penalty 13633.848010 = -18355313.172628
  nChanged 1176
		SP:Iteration 20F (44753.200000 sec): 3 clusters
  Score: Raw -18369727.802006 + Penalty 13633.848010 = -18356093.953996
  nChanged 822
		SP:Iteration 21Q (44753.690000 sec): 3 clusters
  Score: Raw -18370258.973798 + Penalty 13633.848010 = -18356625.125788
  nChanged 556
		SP:Iteration 22Q (44754.160000 sec): 3 clusters
  Score: Raw -18370621.349480 + Penalty 13633.848010 = -18356987.501470
  nChanged 400
		SP:Iteration 23Q (44754.620000 sec): 3 clusters
  Score: Raw -18370888.997636 + Penalty 13633.848010 = -18357255.149626
  nChanged 256
		SP:Iteration 24Q (44755.060000 sec): 3 clusters
  Score: Raw -18371062.043759 + Penalty 13633.848010 = -18357428.195749
  nChanged 189
		SP:Iteration 25Q (44755.490000 sec): 3 clusters
  Score: Raw -18371197.161994 + Penalty 13633.848010 = -18357563.313984
  nChanged 163
		SP:Iteration 26Q (44755.910000 sec): 3 clusters
  Score: Raw -18371308.358670 + Penalty 13633.848010 = -18357674.510659
  nChanged 126
		SP:Iteration 27Q (44756.330000 sec): 3 clusters
  Score: Raw -18371399.859619 + Penalty 13633.848010 = -18357766.011608
  nChanged 94
		SP:Iteration 28Q (44756.740000 sec): 3 clusters
  Score: Raw -18371471.649197 + Penalty 13633.848010 = -18357837.801186
  nChanged 78
		SP:Iteration 29Q (44757.150000 sec): 3 clusters
  Score: Raw -18371531.335256 + Penalty 13633.848010 = -18357897.487246
  nChanged 67
		SP:Iteration 30Q (44757.550000 sec): 3 clusters
  Score: Raw -18371584.109403 + Penalty 13633.848010 = -18357950.261393
  nChanged 45
		SP:Iteration 31Q (44757.950000 sec): 3 clusters
  Score: Raw -18371620.128716 + Penalty 13633.848010 = -18357986.280705
  nChanged 37
		SP:Iteration 32Q (44758.340000 sec): 3 clusters
  Score: Raw -18371645.704179 + Penalty 13633.848010 = -18358011.856168
  nChanged 33
		SP:Iteration 33Q (44758.740000 sec): 3 clusters
  Score: Raw -18371670.524760 + Penalty 13633.848010 = -18358036.676750
  nChanged 20
		SP:Iteration 34Q (44759.130000 sec): 3 clusters
  Score: Raw -18371685.142739 + Penalty 13633.848010 = -18358051.294728
  nChanged 22
		SP:Iteration 35Q (44759.520000 sec): 3 clusters
  Score: Raw -18371701.786421 + Penalty 13633.848010 = -18358067.938411
  nChanged 14
		SP:Iteration 36Q (44759.910000 sec): 3 clusters
  Score: Raw -18371712.260930 + Penalty 13633.848010 = -18358078.412920
  nChanged 13
		SP:Iteration 37Q (44760.300000 sec): 3 clusters
  Score: Raw -18371722.545763 + Penalty 13633.848010 = -18358088.697753
  nChanged 7
		SP:Iteration 38Q (44760.690000 sec): 3 clusters
  Score: Raw -18371727.739380 + Penalty 13633.848010 = -18358093.891369
  nChanged 7
		SP:Iteration 39Q (44761.070000 sec): 3 clusters
  Score: Raw -18371732.428060 + Penalty 13633.848010 = -18358098.580049
  nChanged 6
		SP:Iteration 40F (44761.590000 sec): 3 clusters
  Score: Raw -18371735.840787 + Penalty 13633.848010 = -18358101.992777
  nChanged 4
		SP:Iteration 41Q (44761.980000 sec): 3 clusters
  Score: Raw -18371738.743902 + Penalty 13633.848010 = -18358104.895892
  nChanged 5
		SP:Iteration 42Q (44762.370000 sec): 3 clusters
  Score: Raw -18371741.485751 + Penalty 13633.848010 = -18358107.637741
  nChanged 5
		SP:Iteration 43Q (44762.760000 sec): 3 clusters
  Score: Raw -18371745.717989 + Penalty 13633.848010 = -18358111.869979
  nChanged 5
		SP:Iteration 44Q (44763.150000 sec): 3 clusters
  Score: Raw -18371748.687453 + Penalty 13633.848010 = -18358114.839443
  nChanged 4
		SP:Iteration 45Q (44763.530000 sec): 3 clusters
  Score: Raw -18371752.392280 + Penalty 13633.848010 = -18358118.544270
  nChanged 6
		SP:Iteration 46Q (44763.920000 sec): 3 clusters
  Score: Raw -18371757.098194 + Penalty 13633.848010 = -18358123.250183
  nChanged 8
		SP:Iteration 47Q (44764.310000 sec): 3 clusters
  Score: Raw -18371762.574166 + Penalty 13633.848010 = -18358128.726155
  nChanged 4
		SP:Iteration 48Q (44764.690000 sec): 3 clusters
  Score: Raw -18371765.480111 + Penalty 13633.848010 = -18358131.632101
  nChanged 3
		SP:Iteration 49Q (44765.080000 sec): 3 clusters
  Score: Raw -18371767.920874 + Penalty 13633.848010 = -18358134.072863
  nChanged 5
		SP:Iteration 50Q (44765.470000 sec): 3 clusters
  Score: Raw -18371770.933498 + Penalty 13633.848010 = -18358137.085488
  nChanged 2
		SP:Iteration 51Q (44765.850000 sec): 3 clusters
  Score: Raw -18371772.214075 + Penalty 13633.848010 = -18358138.366064
  nChanged 1
		SP:Iteration 52Q (44766.240000 sec): 3 clusters
  Score: Raw -18371772.713940 + Penalty 13633.848010 = -18358138.865930
  nChanged 0
		SP:Iteration 53F (44766.760000 sec): 3 clusters
  Score: Raw -18371772.713940 + Penalty 13633.848010 = -18358138.865930
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (150779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44767.800000 sec): 2 clusters
  Score: Raw -40011477.372796 + Penalty 7303.186911 = -40004174.185885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44768.960000 sec): 3 clusters
  Score: Raw -39916966.873804 + Penalty 14606.373823 = -39902360.499981
  nChanged 70270
		SP:Iteration 1F (44770.130000 sec): 3 clusters
  Score: Raw -39956219.845237 + Penalty 14606.373823 = -39941613.471414
  nChanged 5324
		SP:Iteration 2Q (44771.310000 sec): 3 clusters
  Score: Raw -39957479.908075 + Penalty 14606.373823 = -39942873.534253
  nChanged 5047
		SP:Iteration 3Q (44772.480000 sec): 3 clusters
  Score: Raw -39958684.760923 + Penalty 14606.373823 = -39944078.387100
  nChanged 4912
		SP:Iteration 4Q (44773.650000 sec): 3 clusters
  Score: Raw -39959931.401601 + Penalty 14606.373823 = -39945325.027778
  nChanged 4859
		SP:Iteration 5Q (44774.820000 sec): 3 clusters
  Score: Raw -39961200.835007 + Penalty 14606.373823 = -39946594.461184
  nChanged 4964
		SP:Iteration 6Q (44775.990000 sec): 3 clusters
  Score: Raw -39962632.537442 + Penalty 14606.373823 = -39948026.163619
  nChanged 5149
		SP:Iteration 7Q (44777.160000 sec): 3 clusters
  Score: Raw -39964261.379135 + Penalty 14606.373823 = -39949655.005312
  nChanged 5575
		SP:Iteration 8Q (44778.340000 sec): 3 clusters
  Score: Raw -39966224.471232 + Penalty 14606.373823 = -39951618.097409
  nChanged 5991
		SP:Iteration 9Q (44779.500000 sec): 3 clusters
  Score: Raw -39968486.940059 + Penalty 14606.373823 = -39953880.566237
  nChanged 6229
		SP:Iteration 10Q (44780.680000 sec): 3 clusters
  Score: Raw -39971012.109617 + Penalty 14606.373823 = -39956405.735794
  nChanged 6392
		SP:Iteration 11Q (44781.840000 sec): 3 clusters
  Score: Raw -39973755.089117 + Penalty 14606.373823 = -39959148.715294
  nChanged 6524
		SP:Iteration 12Q (44783.020000 sec): 3 clusters
  Score: Raw -39976812.838645 + Penalty 14606.373823 = -39962206.464822
  nChanged 6615
		SP:Iteration 13Q (44784.190000 sec): 3 clusters
  Score: Raw -39980139.102393 + Penalty 14606.373823 = -39965532.728571
  nChanged 6788
		SP:Iteration 14Q (44785.350000 sec): 3 clusters
  Score: Raw -39983902.468551 + Penalty 14606.373823 = -39969296.094728
  nChanged 7120
		SP:Iteration 15Q (44786.500000 sec): 3 clusters
  Score: Raw -39988483.761617 + Penalty 14606.373823 = -39973877.387794
  nChanged 7412
		SP:Iteration 16Q (44787.640000 sec): 3 clusters
  Score: Raw -39994254.330869 + Penalty 14606.373823 = -39979647.957046
  nChanged 7145
		SP:Iteration 17Q (44788.760000 sec): 3 clusters
  Score: Raw -40001479.957745 + Penalty 14606.373823 = -39986873.583922
  nChanged 5658
		SP:Iteration 18Q (44789.840000 sec): 3 clusters
  Score: Raw -40007567.031803 + Penalty 14606.373823 = -39992960.657980
  nChanged 3980
		SP:Iteration 19Q (44790.860000 sec): 3 clusters
  Score: Raw -40010360.412796 + Penalty 14606.373823 = -39995754.038973
  nChanged 2921
		SP:Iteration 20F (44792.020000 sec): 3 clusters
  Score: Raw -40011682.690700 + Penalty 14606.373823 = -39997076.316877
  nChanged 2153
		SP:Iteration 21Q (44792.990000 sec): 3 clusters
  Score: Raw -40012457.384452 + Penalty 14606.373823 = -39997851.010629
  nChanged 1744
		SP:Iteration 22Q (44793.950000 sec): 3 clusters
  Score: Raw -40012979.777533 + Penalty 14606.373823 = -39998373.403710
  nChanged 1433
		SP:Iteration 23Q (44794.910000 sec): 3 clusters
  Score: Raw -40013350.535408 + Penalty 14606.373823 = -39998744.161585
  nChanged 1189
		SP:Iteration 24Q (44795.850000 sec): 3 clusters
  Score: Raw -40013645.508368 + Penalty 14606.373823 = -39999039.134545
  nChanged 1019
		SP:Iteration 25Q (44796.790000 sec): 3 clusters
  Score: Raw -40013885.040786 + Penalty 14606.373823 = -39999278.666963
  nChanged 859
		SP:Iteration 26Q (44797.720000 sec): 3 clusters
  Score: Raw -40014063.609746 + Penalty 14606.373823 = -39999457.235923
  nChanged 736
		SP:Iteration 27Q (44798.650000 sec): 3 clusters
  Score: Raw -40014207.074024 + Penalty 14606.373823 = -39999600.700202
  nChanged 655
		SP:Iteration 28Q (44799.570000 sec): 3 clusters
  Score: Raw -40014335.301087 + Penalty 14606.373823 = -39999728.927264
  nChanged 598
		SP:Iteration 29Q (44800.480000 sec): 3 clusters
  Score: Raw -40014450.945786 + Penalty 14606.373823 = -39999844.571963
  nChanged 480
		SP:Iteration 30Q (44801.400000 sec): 3 clusters
  Score: Raw -40014534.068615 + Penalty 14606.373823 = -39999927.694792
  nChanged 391
		SP:Iteration 31Q (44802.310000 sec): 3 clusters
  Score: Raw -40014598.309049 + Penalty 14606.373823 = -39999991.935226
  nChanged 367
		SP:Iteration 32Q (44803.220000 sec): 3 clusters
  Score: Raw -40014658.731286 + Penalty 14606.373823 = -40000052.357464
  nChanged 329
		SP:Iteration 33Q (44804.120000 sec): 3 clusters
  Score: Raw -40014709.705173 + Penalty 14606.373823 = -40000103.331350
  nChanged 267
		SP:Iteration 34Q (44805.030000 sec): 3 clusters
  Score: Raw -40014750.647708 + Penalty 14606.373823 = -40000144.273885
  nChanged 259
		SP:Iteration 35Q (44805.930000 sec): 3 clusters
  Score: Raw -40014790.149602 + Penalty 14606.373823 = -40000183.775780
  nChanged 240
		SP:Iteration 36Q (44806.830000 sec): 3 clusters
  Score: Raw -40014827.652101 + Penalty 14606.373823 = -40000221.278278
  nChanged 239
		SP:Iteration 37Q (44807.730000 sec): 3 clusters
  Score: Raw -40014865.197533 + Penalty 14606.373823 = -40000258.823711
  nChanged 200
		SP:Iteration 38Q (44808.630000 sec): 3 clusters
  Score: Raw -40014892.943375 + Penalty 14606.373823 = -40000286.569553
  nChanged 185
		SP:Iteration 39Q (44809.530000 sec): 3 clusters
  Score: Raw -40014920.207660 + Penalty 14606.373823 = -40000313.833838
  nChanged 167
		SP:Iteration 40F (44810.690000 sec): 3 clusters
  Score: Raw -40014941.524846 + Penalty 14606.373823 = -40000335.151023
  nChanged 136
		SP:Iteration 41Q (44811.590000 sec): 3 clusters
  Score: Raw -40014958.270893 + Penalty 14606.373823 = -40000351.897070
  nChanged 132
		SP:Iteration 42Q (44812.490000 sec): 3 clusters
  Score: Raw -40014974.071336 + Penalty 14606.373823 = -40000367.697513
  nChanged 118
		SP:Iteration 43Q (44813.380000 sec): 3 clusters
  Score: Raw -40014987.484230 + Penalty 14606.373823 = -40000381.110407
  nChanged 94
		SP:Iteration 44Q (44814.280000 sec): 3 clusters
  Score: Raw -40014998.870745 + Penalty 14606.373823 = -40000392.496922
  nChanged 89
		SP:Iteration 45Q (44815.170000 sec): 3 clusters
  Score: Raw -40015008.611713 + Penalty 14606.373823 = -40000402.237890
  nChanged 82
		SP:Iteration 46Q (44816.070000 sec): 3 clusters
  Score: Raw -40015018.614303 + Penalty 14606.373823 = -40000412.240481
  nChanged 71
		SP:Iteration 47Q (44816.960000 sec): 3 clusters
  Score: Raw -40015026.280808 + Penalty 14606.373823 = -40000419.906986
  nChanged 46
		SP:Iteration 48Q (44817.850000 sec): 3 clusters
  Score: Raw -40015031.407007 + Penalty 14606.373823 = -40000425.033184
  nChanged 46
		SP:Iteration 49Q (44818.740000 sec): 3 clusters
  Score: Raw -40015036.535510 + Penalty 14606.373823 = -40000430.161687
  nChanged 43
		SP:Iteration 50Q (44819.640000 sec): 3 clusters
  Score: Raw -40015041.673463 + Penalty 14606.373823 = -40000435.299640
  nChanged 43
		SP:Iteration 51Q (44820.530000 sec): 3 clusters
  Score: Raw -40015046.640859 + Penalty 14606.373823 = -40000440.267036
  nChanged 45
		SP:Iteration 52Q (44821.420000 sec): 3 clusters
  Score: Raw -40015051.078971 + Penalty 14606.373823 = -40000444.705148
  nChanged 42
		SP:Iteration 53Q (44822.310000 sec): 3 clusters
  Score: Raw -40015056.210490 + Penalty 14606.373823 = -40000449.836667
  nChanged 55
		SP:Iteration 54Q (44823.200000 sec): 3 clusters
  Score: Raw -40015062.616628 + Penalty 14606.373823 = -40000456.242806
  nChanged 44
		SP:Iteration 55Q (44824.090000 sec): 3 clusters
  Score: Raw -40015067.789223 + Penalty 14606.373823 = -40000461.415400
  nChanged 39
		SP:Iteration 56Q (44824.990000 sec): 3 clusters
  Score: Raw -40015072.437210 + Penalty 14606.373823 = -40000466.063387
  nChanged 50
		SP:Iteration 57Q (44825.880000 sec): 3 clusters
  Score: Raw -40015077.614786 + Penalty 14606.373823 = -40000471.240963
  nChanged 41
		SP:Iteration 58Q (44826.770000 sec): 3 clusters
  Score: Raw -40015082.450217 + Penalty 14606.373823 = -40000476.076394
  nChanged 43
		SP:Iteration 59Q (44827.660000 sec): 3 clusters
  Score: Raw -40015087.412140 + Penalty 14606.373823 = -40000481.038317
  nChanged 40
		SP:Iteration 60F (44828.830000 sec): 3 clusters
  Score: Raw -40015091.678715 + Penalty 14606.373823 = -40000485.304892
  nChanged 46
		SP:Iteration 61Q (44829.720000 sec): 3 clusters
  Score: Raw -40015096.987261 + Penalty 14606.373823 = -40000490.613438
  nChanged 39
		SP:Iteration 62Q (44830.610000 sec): 3 clusters
  Score: Raw -40015101.254956 + Penalty 14606.373823 = -40000494.881133
  nChanged 40
		SP:Iteration 63Q (44831.500000 sec): 3 clusters
  Score: Raw -40015106.052826 + Penalty 14606.373823 = -40000499.679003
  nChanged 41
		SP:Iteration 64Q (44832.390000 sec): 3 clusters
  Score: Raw -40015110.901096 + Penalty 14606.373823 = -40000504.527273
  nChanged 37
		SP:Iteration 65Q (44833.280000 sec): 3 clusters
  Score: Raw -40015114.465357 + Penalty 14606.373823 = -40000508.091535
  nChanged 26
		SP:Iteration 66Q (44834.170000 sec): 3 clusters
  Score: Raw -40015117.428359 + Penalty 14606.373823 = -40000511.054536
  nChanged 26
		SP:Iteration 67Q (44835.060000 sec): 3 clusters
  Score: Raw -40015119.705491 + Penalty 14606.373823 = -40000513.331668
  nChanged 18
		SP:Iteration 68Q (44835.950000 sec): 3 clusters
  Score: Raw -40015121.149098 + Penalty 14606.373823 = -40000514.775275
  nChanged 9
		SP:Iteration 69Q (44836.840000 sec): 3 clusters
  Score: Raw -40015121.917063 + Penalty 14606.373823 = -40000515.543241
  nChanged 12
		SP:Iteration 70Q (44837.730000 sec): 3 clusters
  Score: Raw -40015123.066421 + Penalty 14606.373823 = -40000516.692598
  nChanged 14
		SP:Iteration 71Q (44838.620000 sec): 3 clusters
  Score: Raw -40015124.290459 + Penalty 14606.373823 = -40000517.916636
  nChanged 17
		SP:Iteration 72Q (44839.500000 sec): 3 clusters
  Score: Raw -40015125.737202 + Penalty 14606.373823 = -40000519.363379
  nChanged 11
		SP:Iteration 73Q (44840.400000 sec): 3 clusters
  Score: Raw -40015126.544049 + Penalty 14606.373823 = -40000520.170226
  nChanged 12
		SP:Iteration 74Q (44841.280000 sec): 3 clusters
  Score: Raw -40015127.762930 + Penalty 14606.373823 = -40000521.389107
  nChanged 9
		SP:Iteration 75Q (44842.170000 sec): 3 clusters
  Score: Raw -40015128.700199 + Penalty 14606.373823 = -40000522.326376
  nChanged 5
		SP:Iteration 76Q (44843.060000 sec): 3 clusters
  Score: Raw -40015129.226954 + Penalty 14606.373823 = -40000522.853131
  nChanged 10
		SP:Iteration 77Q (44843.960000 sec): 3 clusters
  Score: Raw -40015130.284348 + Penalty 14606.373823 = -40000523.910525
  nChanged 10
		SP:Iteration 78Q (44844.840000 sec): 3 clusters
  Score: Raw -40015131.494662 + Penalty 14606.373823 = -40000525.120839
  nChanged 11
		SP:Iteration 79Q (44845.740000 sec): 3 clusters
  Score: Raw -40015132.764720 + Penalty 14606.373823 = -40000526.390897
  nChanged 16
		SP:Iteration 80F (44846.900000 sec): 3 clusters
  Score: Raw -40015134.365775 + Penalty 14606.373823 = -40000527.991953
  nChanged 16
		SP:Iteration 81Q (44847.780000 sec): 3 clusters
  Score: Raw -40015136.259816 + Penalty 14606.373823 = -40000529.885993
  nChanged 16
		SP:Iteration 82Q (44848.670000 sec): 3 clusters
  Score: Raw -40015138.294817 + Penalty 14606.373823 = -40000531.920994
  nChanged 18
		SP:Iteration 83Q (44849.560000 sec): 3 clusters
  Score: Raw -40015140.208294 + Penalty 14606.373823 = -40000533.834472
  nChanged 19
		SP:Iteration 84Q (44850.450000 sec): 3 clusters
  Score: Raw -40015142.116151 + Penalty 14606.373823 = -40000535.742328
  nChanged 17
		SP:Iteration 85Q (44851.340000 sec): 3 clusters
  Score: Raw -40015143.876837 + Penalty 14606.373823 = -40000537.503014
  nChanged 16
		SP:Iteration 86Q (44852.220000 sec): 3 clusters
  Score: Raw -40015145.361552 + Penalty 14606.373823 = -40000538.987729
  nChanged 16
		SP:Iteration 87Q (44853.110000 sec): 3 clusters
  Score: Raw -40015146.689902 + Penalty 14606.373823 = -40000540.316079
  nChanged 15
		SP:Iteration 88Q (44854.000000 sec): 3 clusters
  Score: Raw -40015148.259359 + Penalty 14606.373823 = -40000541.885536
  nChanged 11
		SP:Iteration 89Q (44854.880000 sec): 3 clusters
  Score: Raw -40015149.344712 + Penalty 14606.373823 = -40000542.970890
  nChanged 15
		SP:Iteration 90Q (44855.770000 sec): 3 clusters
  Score: Raw -40015150.703458 + Penalty 14606.373823 = -40000544.329636
  nChanged 13
		SP:Iteration 91Q (44856.660000 sec): 3 clusters
  Score: Raw -40015151.903791 + Penalty 14606.373823 = -40000545.529968
  nChanged 8
		SP:Iteration 92Q (44857.540000 sec): 3 clusters
  Score: Raw -40015152.612380 + Penalty 14606.373823 = -40000546.238558
  nChanged 7
		SP:Iteration 93Q (44858.430000 sec): 3 clusters
  Score: Raw -40015153.195761 + Penalty 14606.373823 = -40000546.821938
  nChanged 5
		SP:Iteration 94Q (44859.320000 sec): 3 clusters
  Score: Raw -40015153.633648 + Penalty 14606.373823 = -40000547.259826
  nChanged 4
		SP:Iteration 95Q (44860.200000 sec): 3 clusters
  Score: Raw -40015154.003341 + Penalty 14606.373823 = -40000547.629518
  nChanged 5
		SP:Iteration 96Q (44861.080000 sec): 3 clusters
  Score: Raw -40015154.508995 + Penalty 14606.373823 = -40000548.135173
  nChanged 6
		SP:Iteration 97Q (44861.970000 sec): 3 clusters
  Score: Raw -40015155.007601 + Penalty 14606.373823 = -40000548.633779
  nChanged 5
		SP:Iteration 98Q (44862.850000 sec): 3 clusters
  Score: Raw -40015155.403604 + Penalty 14606.373823 = -40000549.029781
  nChanged 7
		SP:Iteration 99Q (44863.740000 sec): 3 clusters
  Score: Raw -40015156.066241 + Penalty 14606.373823 = -40000549.692418
  nChanged 8
		SP:Iteration 100F (44864.900000 sec): 3 clusters
  Score: Raw -40015156.730088 + Penalty 14606.373823 = -40000550.356265
  nChanged 3
		SP:Iteration 101Q (44865.790000 sec): 3 clusters
  Score: Raw -40015156.941699 + Penalty 14606.373823 = -40000550.567876
  nChanged 2
		SP:Iteration 102Q (44866.680000 sec): 3 clusters
  Score: Raw -40015157.169449 + Penalty 14606.373823 = -40000550.795626
  nChanged 2
		SP:Iteration 103Q (44867.570000 sec): 3 clusters
  Score: Raw -40015157.325784 + Penalty 14606.373823 = -40000550.951962
  nChanged 3
		SP:Iteration 104Q (44868.450000 sec): 3 clusters
  Score: Raw -40015157.672768 + Penalty 14606.373823 = -40000551.298945
  nChanged 3
		SP:Iteration 105Q (44869.340000 sec): 3 clusters
  Score: Raw -40015158.002439 + Penalty 14606.373823 = -40000551.628616
  nChanged 3
		SP:Iteration 106Q (44870.220000 sec): 3 clusters
  Score: Raw -40015158.326702 + Penalty 14606.373823 = -40000551.952879
  nChanged 2
		SP:Iteration 107Q (44871.100000 sec): 3 clusters
  Score: Raw -40015158.507962 + Penalty 14606.373823 = -40000552.134139
  nChanged 3
		SP:Iteration 108Q (44871.990000 sec): 3 clusters
  Score: Raw -40015158.721576 + Penalty 14606.373823 = -40000552.347753
  nChanged 3
		SP:Iteration 109Q (44872.870000 sec): 3 clusters
  Score: Raw -40015158.936578 + Penalty 14606.373823 = -40000552.562755
  nChanged 2
		SP:Iteration 110Q (44873.750000 sec): 3 clusters
  Score: Raw -40015159.117318 + Penalty 14606.373823 = -40000552.743496
  nChanged 2
		SP:Iteration 111Q (44874.640000 sec): 3 clusters
  Score: Raw -40015159.254080 + Penalty 14606.373823 = -40000552.880257
  nChanged 0
		SP:Iteration 112F (44875.800000 sec): 3 clusters
  Score: Raw -40015159.254080 + Penalty 14606.373823 = -40000552.880257
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44875.900000 sec): 2 clusters
  Score: Raw -204595.754809 + Penalty 4132.177429 = -200463.577380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44875.910000 sec): 3 clusters
  Score: Raw -204943.494072 + Penalty 8264.354858 = -196679.139214
  nChanged 143
		SP:Iteration 1F (44875.920000 sec): 3 clusters
  Score: Raw -205360.908025 + Penalty 8264.354858 = -197096.553168
  nChanged 58
		SP:Iteration 2F (44875.930000 sec): 3 clusters
  Score: Raw -205677.707076 + Penalty 8264.354858 = -197413.352219
  nChanged 36
		SP:Iteration 3Q (44875.930000 sec): 3 clusters
  Score: Raw -205878.369759 + Penalty 8264.354858 = -197614.014901
  nChanged 43
		SP:Iteration 4F (44875.940000 sec): 3 clusters
  Score: Raw -206220.018771 + Penalty 8264.354858 = -197955.663913
  nChanged 49
		SP:Iteration 5F (44875.940000 sec): 3 clusters
  Score: Raw -206762.573406 + Penalty 8264.354858 = -198498.218549
  nChanged 55
		SP:Iteration 6F (44875.950000 sec): 3 clusters
  Score: Raw -207228.181680 + Penalty 8264.354858 = -198963.826822
  nChanged 23
		SP:Iteration 7Q (44875.950000 sec): 3 clusters
  Score: Raw -207427.020138 + Penalty 8264.354858 = -199162.665280
  nChanged 18
		SP:Iteration 8Q (44875.960000 sec): 3 clusters
  Score: Raw -207604.835510 + Penalty 8264.354858 = -199340.480652
  nChanged 13
		SP:Iteration 9Q (44875.960000 sec): 3 clusters
  Score: Raw -207741.347854 + Penalty 8264.354858 = -199476.992997
  nChanged 8
		SP:Iteration 10Q (44875.970000 sec): 3 clusters
  Score: Raw -207791.904153 + Penalty 8264.354858 = -199527.549295
  nChanged 7
		SP:Iteration 11Q (44875.970000 sec): 3 clusters
  Score: Raw -207840.748399 + Penalty 8264.354858 = -199576.393542
  nChanged 2
		SP:Iteration 12Q (44875.980000 sec): 3 clusters
  Score: Raw -207868.854747 + Penalty 8264.354858 = -199604.499890
  nChanged 3
		SP:Iteration 13Q (44875.980000 sec): 3 clusters
  Score: Raw -208001.654305 + Penalty 8264.354858 = -199737.299447
  nChanged 6
		SP:Iteration 14Q (44875.990000 sec): 3 clusters
  Score: Raw -208031.433405 + Penalty 8264.354858 = -199767.078548
  nChanged 7
		SP:Iteration 15Q (44875.990000 sec): 3 clusters
  Score: Raw -208061.483615 + Penalty 8264.354858 = -199797.128758
  nChanged 0
		SP:Iteration 16F (44876.000000 sec): 3 clusters
  Score: Raw -208061.483615 + Penalty 8264.354858 = -199797.128758
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44876.010000 sec): 2 clusters
  Score: Raw -449125.512474 + Penalty 4572.363176 = -444553.149298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44876.030000 sec): 3 clusters
  Score: Raw -448918.713740 + Penalty 9144.726352 = -439773.987388
  nChanged 350
		SP:Iteration 1F (44876.040000 sec): 3 clusters
  Score: Raw -449476.063109 + Penalty 9144.726352 = -440331.336757
  nChanged 104
		SP:Iteration 2F (44876.050000 sec): 3 clusters
  Score: Raw -449693.340074 + Penalty 9144.726352 = -440548.613722
  nChanged 54
		SP:Iteration 3Q (44876.070000 sec): 3 clusters
  Score: Raw -449783.690847 + Penalty 9144.726352 = -440638.964495
  nChanged 28
		SP:Iteration 4Q (44876.080000 sec): 3 clusters
  Score: Raw -449846.897049 + Penalty 9144.726352 = -440702.170697
  nChanged 17
		SP:Iteration 5Q (44876.090000 sec): 3 clusters
  Score: Raw -449880.931432 + Penalty 9144.726352 = -440736.205080
  nChanged 16
		SP:Iteration 6Q (44876.110000 sec): 3 clusters
  Score: Raw -449909.674801 + Penalty 9144.726352 = -440764.948449
  nChanged 19
		SP:Iteration 7Q (44876.120000 sec): 3 clusters
  Score: Raw -449944.629121 + Penalty 9144.726352 = -440799.902769
  nChanged 12
		SP:Iteration 8Q (44876.130000 sec): 3 clusters
  Score: Raw -449966.558763 + Penalty 9144.726352 = -440821.832411
  nChanged 11
		SP:Iteration 9Q (44876.140000 sec): 3 clusters
  Score: Raw -449986.432345 + Penalty 9144.726352 = -440841.705993
  nChanged 13
		SP:Iteration 10Q (44876.150000 sec): 3 clusters
  Score: Raw -450008.175000 + Penalty 9144.726352 = -440863.448648
  nChanged 12
		SP:Iteration 11Q (44876.170000 sec): 3 clusters
  Score: Raw -450038.601340 + Penalty 9144.726352 = -440893.874987
  nChanged 8
		SP:Iteration 12Q (44876.180000 sec): 3 clusters
  Score: Raw -450053.554339 + Penalty 9144.726352 = -440908.827987
  nChanged 7
		SP:Iteration 13Q (44876.190000 sec): 3 clusters
  Score: Raw -450080.029688 + Penalty 9144.726352 = -440935.303336
  nChanged 15
		SP:Iteration 14Q (44876.200000 sec): 3 clusters
  Score: Raw -450108.667553 + Penalty 9144.726352 = -440963.941201
  nChanged 6
		SP:Iteration 15Q (44876.210000 sec): 3 clusters
  Score: Raw -450116.849436 + Penalty 9144.726352 = -440972.123083
  nChanged 3
		SP:Iteration 16Q (44876.230000 sec): 3 clusters
  Score: Raw -450121.541417 + Penalty 9144.726352 = -440976.815065
  nChanged 1
		SP:Iteration 17Q (44876.240000 sec): 3 clusters
  Score: Raw -450123.809525 + Penalty 9144.726352 = -440979.083173
  nChanged 1
		SP:Iteration 18Q (44876.250000 sec): 3 clusters
  Score: Raw -450125.116813 + Penalty 9144.726352 = -440980.390460
  nChanged 1
		SP:Iteration 19Q (44876.270000 sec): 3 clusters
  Score: Raw -450126.602263 + Penalty 9144.726352 = -440981.875911
  nChanged 1
		SP:Iteration 20F (44876.280000 sec): 3 clusters
  Score: Raw -450127.669479 + Penalty 9144.726352 = -440982.943127
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44876.290000 sec): 2 clusters
  Score: Raw -134215.850931 + Penalty 3839.821474 = -130376.029457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44876.300000 sec): 3 clusters
  Score: Raw -134655.924024 + Penalty 7679.642948 = -126976.281076
  nChanged 45
		SP:Iteration 1F (44876.300000 sec): 3 clusters
  Score: Raw -134858.947638 + Penalty 7679.642948 = -127179.304690
  nChanged 17
		SP:Iteration 2Q (44876.310000 sec): 3 clusters
  Score: Raw -134955.565623 + Penalty 7679.642948 = -127275.922676
  nChanged 8
		SP:Iteration 3Q (44876.310000 sec): 3 clusters
  Score: Raw -135001.842580 + Penalty 7679.642948 = -127322.199633
  nChanged 2
		SP:Iteration 4Q (44876.320000 sec): 3 clusters
  Score: Raw -135017.959204 + Penalty 7679.642948 = -127338.316256
  nChanged 1
		SP:Iteration 5Q (44876.320000 sec): 3 clusters
  Score: Raw -135029.708664 + Penalty 7679.642948 = -127350.065717
  nChanged 2
		SP:Iteration 6Q (44876.320000 sec): 3 clusters
  Score: Raw -135047.110840 + Penalty 7679.642948 = -127367.467893
  nChanged 1
		SP:Iteration 7Q (44876.330000 sec): 3 clusters
  Score: Raw -135049.244777 + Penalty 7679.642948 = -127369.601830
  nChanged 0
		SP:Iteration 8F (44876.330000 sec): 3 clusters
  Score: Raw -135049.244777 + Penalty 7679.642948 = -127369.601830
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44876.450000 sec): 2 clusters
  Score: Raw -4631656.909017 + Penalty 5987.866532 = -4625669.042486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44876.590000 sec): 3 clusters
  Score: Raw -4622614.988154 + Penalty 11975.733063 = -4610639.255091
  nChanged 7070
		SP:Iteration 1F (44876.720000 sec): 3 clusters
  Score: Raw -4626381.561657 + Penalty 11975.733063 = -4614405.828594
  nChanged 1176
		SP:Iteration 2F (44876.860000 sec): 3 clusters
  Score: Raw -4626944.017890 + Penalty 11975.733063 = -4614968.284826
  nChanged 838
		SP:Iteration 3Q (44876.990000 sec): 3 clusters
  Score: Raw -4627316.058343 + Penalty 11975.733063 = -4615340.325280
  nChanged 623
		SP:Iteration 4Q (44877.120000 sec): 3 clusters
  Score: Raw -4627590.692114 + Penalty 11975.733063 = -4615614.959050
  nChanged 594
		SP:Iteration 5Q (44877.260000 sec): 3 clusters
  Score: Raw -4627850.798252 + Penalty 11975.733063 = -4615875.065188
  nChanged 528
		SP:Iteration 6Q (44877.390000 sec): 3 clusters
  Score: Raw -4628072.266931 + Penalty 11975.733063 = -4616096.533867
  nChanged 467
		SP:Iteration 7Q (44877.520000 sec): 3 clusters
  Score: Raw -4628267.140292 + Penalty 11975.733063 = -4616291.407228
  nChanged 431
		SP:Iteration 8Q (44877.660000 sec): 3 clusters
  Score: Raw -4628454.132110 + Penalty 11975.733063 = -4616478.399047
  nChanged 422
		SP:Iteration 9Q (44877.790000 sec): 3 clusters
  Score: Raw -4628631.252730 + Penalty 11975.733063 = -4616655.519667
  nChanged 413
		SP:Iteration 10Q (44877.920000 sec): 3 clusters
  Score: Raw -4628807.464716 + Penalty 11975.733063 = -4616831.731653
  nChanged 403
		SP:Iteration 11Q (44878.060000 sec): 3 clusters
  Score: Raw -4628984.575172 + Penalty 11975.733063 = -4617008.842109
  nChanged 406
		SP:Iteration 12Q (44878.190000 sec): 3 clusters
  Score: Raw -4629168.537057 + Penalty 11975.733063 = -4617192.803994
  nChanged 427
		SP:Iteration 13Q (44878.320000 sec): 3 clusters
  Score: Raw -4629368.930352 + Penalty 11975.733063 = -4617393.197288
  nChanged 421
		SP:Iteration 14Q (44878.450000 sec): 3 clusters
  Score: Raw -4629583.241773 + Penalty 11975.733063 = -4617607.508710
  nChanged 493
		SP:Iteration 15Q (44878.580000 sec): 3 clusters
  Score: Raw -4629855.505399 + Penalty 11975.733063 = -4617879.772336
  nChanged 513
		SP:Iteration 16Q (44878.720000 sec): 3 clusters
  Score: Raw -4630138.431675 + Penalty 11975.733063 = -4618162.698611
  nChanged 557
		SP:Iteration 17Q (44878.850000 sec): 3 clusters
  Score: Raw -4630476.931915 + Penalty 11975.733063 = -4618501.198851
  nChanged 592
		SP:Iteration 18Q (44878.980000 sec): 3 clusters
  Score: Raw -4630868.069676 + Penalty 11975.733063 = -4618892.336612
  nChanged 583
		SP:Iteration 19Q (44879.110000 sec): 3 clusters
  Score: Raw -4631298.151029 + Penalty 11975.733063 = -4619322.417966
  nChanged 591
		SP:Iteration 20F (44879.250000 sec): 3 clusters
  Score: Raw -4631753.809402 + Penalty 11975.733063 = -4619778.076338
  nChanged 571
		SP:Iteration 21Q (44879.380000 sec): 3 clusters
  Score: Raw -4632238.493133 + Penalty 11975.733063 = -4620262.760070
  nChanged 571
		SP:Iteration 22Q (44879.510000 sec): 3 clusters
  Score: Raw -4632708.322534 + Penalty 11975.733063 = -4620732.589470
  nChanged 495
		SP:Iteration 23Q (44879.640000 sec): 3 clusters
  Score: Raw -4633028.573346 + Penalty 11975.733063 = -4621052.840283
  nChanged 379
		SP:Iteration 24Q (44879.760000 sec): 3 clusters
  Score: Raw -4633250.497996 + Penalty 11975.733063 = -4621274.764933
  nChanged 302
		SP:Iteration 25Q (44879.880000 sec): 3 clusters
  Score: Raw -4633394.483937 + Penalty 11975.733063 = -4621418.750874
  nChanged 213
		SP:Iteration 26Q (44880.010000 sec): 3 clusters
  Score: Raw -4633496.363468 + Penalty 11975.733063 = -4621520.630405
  nChanged 155
		SP:Iteration 27Q (44880.130000 sec): 3 clusters
  Score: Raw -4633554.888228 + Penalty 11975.733063 = -4621579.155165
  nChanged 123
		SP:Iteration 28Q (44880.250000 sec): 3 clusters
  Score: Raw -4633599.799923 + Penalty 11975.733063 = -4621624.066859
  nChanged 79
		SP:Iteration 29Q (44880.380000 sec): 3 clusters
  Score: Raw -4633633.630203 + Penalty 11975.733063 = -4621657.897140
  nChanged 79
		SP:Iteration 30Q (44880.500000 sec): 3 clusters
  Score: Raw -4633669.069814 + Penalty 11975.733063 = -4621693.336751
  nChanged 75
		SP:Iteration 31Q (44880.620000 sec): 3 clusters
  Score: Raw -4633697.831206 + Penalty 11975.733063 = -4621722.098143
  nChanged 67
		SP:Iteration 32Q (44880.740000 sec): 3 clusters
  Score: Raw -4633720.074781 + Penalty 11975.733063 = -4621744.341718
  nChanged 43
		SP:Iteration 33Q (44880.860000 sec): 3 clusters
  Score: Raw -4633731.816132 + Penalty 11975.733063 = -4621756.083069
  nChanged 41
		SP:Iteration 34Q (44880.980000 sec): 3 clusters
  Score: Raw -4633744.911744 + Penalty 11975.733063 = -4621769.178680
  nChanged 40
		SP:Iteration 35Q (44881.100000 sec): 3 clusters
  Score: Raw -4633758.545766 + Penalty 11975.733063 = -4621782.812703
  nChanged 37
		SP:Iteration 36Q (44881.220000 sec): 3 clusters
  Score: Raw -4633769.181053 + Penalty 11975.733063 = -4621793.447990
  nChanged 46
		SP:Iteration 37Q (44881.340000 sec): 3 clusters
  Score: Raw -4633781.342844 + Penalty 11975.733063 = -4621805.609781
  nChanged 39
		SP:Iteration 38Q (44881.460000 sec): 3 clusters
  Score: Raw -4633792.329359 + Penalty 11975.733063 = -4621816.596296
  nChanged 43
		SP:Iteration 39Q (44881.570000 sec): 3 clusters
  Score: Raw -4633804.620227 + Penalty 11975.733063 = -4621828.887164
  nChanged 42
		SP:Iteration 40F (44881.710000 sec): 3 clusters
  Score: Raw -4633815.928175 + Penalty 11975.733063 = -4621840.195111
  nChanged 25
		SP:Iteration 41Q (44881.820000 sec): 3 clusters
  Score: Raw -4633822.430589 + Penalty 11975.733063 = -4621846.697526
  nChanged 21
		SP:Iteration 42Q (44881.940000 sec): 3 clusters
  Score: Raw -4633828.640766 + Penalty 11975.733063 = -4621852.907703
  nChanged 31
		SP:Iteration 43Q (44882.060000 sec): 3 clusters
  Score: Raw -4633837.747955 + Penalty 11975.733063 = -4621862.014891
  nChanged 29
		SP:Iteration 44Q (44882.180000 sec): 3 clusters
  Score: Raw -4633845.527335 + Penalty 11975.733063 = -4621869.794271
  nChanged 21
		SP:Iteration 45Q (44882.300000 sec): 3 clusters
  Score: Raw -4633851.069279 + Penalty 11975.733063 = -4621875.336216
  nChanged 26
		SP:Iteration 46Q (44882.420000 sec): 3 clusters
  Score: Raw -4633858.294682 + Penalty 11975.733063 = -4621882.561619
  nChanged 19
		SP:Iteration 47Q (44882.540000 sec): 3 clusters
  Score: Raw -4633862.896521 + Penalty 11975.733063 = -4621887.163458
  nChanged 20
		SP:Iteration 48Q (44882.660000 sec): 3 clusters
  Score: Raw -4633868.030095 + Penalty 11975.733063 = -4621892.297032
  nChanged 18
		SP:Iteration 49Q (44882.770000 sec): 3 clusters
  Score: Raw -4633872.845832 + Penalty 11975.733063 = -4621897.112769
  nChanged 21
		SP:Iteration 50Q (44882.890000 sec): 3 clusters
  Score: Raw -4633878.405288 + Penalty 11975.733063 = -4621902.672225
  nChanged 11
		SP:Iteration 51Q (44883.010000 sec): 3 clusters
  Score: Raw -4633880.481945 + Penalty 11975.733063 = -4621904.748882
  nChanged 9
		SP:Iteration 52Q (44883.130000 sec): 3 clusters
  Score: Raw -4633882.833022 + Penalty 11975.733063 = -4621907.099959
  nChanged 13
		SP:Iteration 53Q (44883.240000 sec): 3 clusters
  Score: Raw -4633885.397867 + Penalty 11975.733063 = -4621909.664803
  nChanged 10
		SP:Iteration 54Q (44883.360000 sec): 3 clusters
  Score: Raw -4633887.079734 + Penalty 11975.733063 = -4621911.346670
  nChanged 10
		SP:Iteration 55Q (44883.480000 sec): 3 clusters
  Score: Raw -4633889.326328 + Penalty 11975.733063 = -4621913.593264
  nChanged 12
		SP:Iteration 56Q (44883.600000 sec): 3 clusters
  Score: Raw -4633891.719948 + Penalty 11975.733063 = -4621915.986885
  nChanged 6
		SP:Iteration 57Q (44883.720000 sec): 3 clusters
  Score: Raw -4633893.415441 + Penalty 11975.733063 = -4621917.682378
  nChanged 9
		SP:Iteration 58Q (44883.830000 sec): 3 clusters
  Score: Raw -4633895.579434 + Penalty 11975.733063 = -4621919.846370
  nChanged 11
		SP:Iteration 59Q (44883.950000 sec): 3 clusters
  Score: Raw -4633897.799807 + Penalty 11975.733063 = -4621922.066744
  nChanged 4
		SP:Iteration 60F (44884.080000 sec): 3 clusters
  Score: Raw -4633898.328950 + Penalty 11975.733063 = -4621922.595887
  nChanged 1
		SP:Iteration 61Q (44884.190000 sec): 3 clusters
  Score: Raw -4633898.490691 + Penalty 11975.733063 = -4621922.757627
  nChanged 1
		SP:Iteration 62Q (44884.310000 sec): 3 clusters
  Score: Raw -4633898.720890 + Penalty 11975.733063 = -4621922.987826
  nChanged 2
		SP:Iteration 63Q (44884.420000 sec): 3 clusters
  Score: Raw -4633899.111476 + Penalty 11975.733063 = -4621923.378413
  nChanged 0
		SP:Iteration 64F (44884.550000 sec): 3 clusters
  Score: Raw -4633899.111476 + Penalty 11975.733063 = -4621923.378413
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44884.580000 sec): 2 clusters
  Score: Raw -893113.852482 + Penalty 5018.118870 = -888095.733612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44884.610000 sec): 3 clusters
  Score: Raw -891995.711123 + Penalty 10036.237740 = -881959.473383
  nChanged 1053
		SP:Iteration 1F (44884.630000 sec): 3 clusters
  Score: Raw -893076.421785 + Penalty 10036.237740 = -883040.184045
  nChanged 299
		SP:Iteration 2F (44884.660000 sec): 3 clusters
  Score: Raw -893484.111073 + Penalty 10036.237740 = -883447.873333
  nChanged 201
		SP:Iteration 3F (44884.680000 sec): 3 clusters
  Score: Raw -893839.594757 + Penalty 10036.237740 = -883803.357017
  nChanged 186
		SP:Iteration 4F (44884.710000 sec): 3 clusters
  Score: Raw -894153.327620 + Penalty 10036.237740 = -884117.089881
  nChanged 148
		SP:Iteration 5Q (44884.740000 sec): 3 clusters
  Score: Raw -894417.205587 + Penalty 10036.237740 = -884380.967847
  nChanged 149
		SP:Iteration 6Q (44884.760000 sec): 3 clusters
  Score: Raw -894695.853158 + Penalty 10036.237740 = -884659.615418
  nChanged 139
		SP:Iteration 7Q (44884.780000 sec): 3 clusters
  Score: Raw -894937.883679 + Penalty 10036.237740 = -884901.645939
  nChanged 101
		SP:Iteration 8Q (44884.800000 sec): 3 clusters
  Score: Raw -895089.915544 + Penalty 10036.237740 = -885053.677804
  nChanged 70
		SP:Iteration 9Q (44884.830000 sec): 3 clusters
  Score: Raw -895191.061682 + Penalty 10036.237740 = -885154.823942
  nChanged 56
		SP:Iteration 10Q (44884.850000 sec): 3 clusters
  Score: Raw -895264.853333 + Penalty 10036.237740 = -885228.615594
  nChanged 58
		SP:Iteration 11Q (44884.870000 sec): 3 clusters
  Score: Raw -895329.212958 + Penalty 10036.237740 = -885292.975218
  nChanged 42
		SP:Iteration 12Q (44884.900000 sec): 3 clusters
  Score: Raw -895372.919692 + Penalty 10036.237740 = -885336.681952
  nChanged 31
		SP:Iteration 13Q (44884.920000 sec): 3 clusters
  Score: Raw -895409.519665 + Penalty 10036.237740 = -885373.281925
  nChanged 23
		SP:Iteration 14Q (44884.940000 sec): 3 clusters
  Score: Raw -895437.846662 + Penalty 10036.237740 = -885401.608922
  nChanged 24
		SP:Iteration 15Q (44884.960000 sec): 3 clusters
  Score: Raw -895468.401073 + Penalty 10036.237740 = -885432.163333
  nChanged 19
		SP:Iteration 16Q (44884.980000 sec): 3 clusters
  Score: Raw -895486.007102 + Penalty 10036.237740 = -885449.769362
  nChanged 13
		SP:Iteration 17Q (44885.010000 sec): 3 clusters
  Score: Raw -895502.084359 + Penalty 10036.237740 = -885465.846619
  nChanged 12
		SP:Iteration 18Q (44885.030000 sec): 3 clusters
  Score: Raw -895513.751567 + Penalty 10036.237740 = -885477.513827
  nChanged 11
		SP:Iteration 19Q (44885.050000 sec): 3 clusters
  Score: Raw -895521.337999 + Penalty 10036.237740 = -885485.100259
  nChanged 6
		SP:Iteration 20F (44885.080000 sec): 3 clusters
  Score: Raw -895529.117058 + Penalty 10036.237740 = -885492.879318
  nChanged 5
		SP:Iteration 21Q (44885.100000 sec): 3 clusters
  Score: Raw -895533.049827 + Penalty 10036.237740 = -885496.812087
  nChanged 5
		SP:Iteration 22Q (44885.120000 sec): 3 clusters
  Score: Raw -895537.910214 + Penalty 10036.237740 = -885501.672475
  nChanged 10
		SP:Iteration 23Q (44885.140000 sec): 3 clusters
  Score: Raw -895546.773035 + Penalty 10036.237740 = -885510.535295
  nChanged 9
		SP:Iteration 24Q (44885.170000 sec): 3 clusters
  Score: Raw -895559.776271 + Penalty 10036.237740 = -885523.538531
  nChanged 9
		SP:Iteration 25Q (44885.190000 sec): 3 clusters
  Score: Raw -895568.323717 + Penalty 10036.237740 = -885532.085977
  nChanged 6
		SP:Iteration 26Q (44885.210000 sec): 3 clusters
  Score: Raw -895574.190326 + Penalty 10036.237740 = -885537.952586
  nChanged 5
		SP:Iteration 27Q (44885.240000 sec): 3 clusters
  Score: Raw -895577.183985 + Penalty 10036.237740 = -885540.946245
  nChanged 4
		SP:Iteration 28Q (44885.260000 sec): 3 clusters
  Score: Raw -895580.472658 + Penalty 10036.237740 = -885544.234918
  nChanged 6
		SP:Iteration 29Q (44885.280000 sec): 3 clusters
  Score: Raw -895585.096542 + Penalty 10036.237740 = -885548.858802
  nChanged 7
		SP:Iteration 30Q (44885.300000 sec): 3 clusters
  Score: Raw -895589.767898 + Penalty 10036.237740 = -885553.530158
  nChanged 4
		SP:Iteration 31Q (44885.320000 sec): 3 clusters
  Score: Raw -895592.040538 + Penalty 10036.237740 = -885555.802798
  nChanged 5
		SP:Iteration 32Q (44885.350000 sec): 3 clusters
  Score: Raw -895596.110824 + Penalty 10036.237740 = -885559.873084
  nChanged 2
		SP:Iteration 33Q (44885.370000 sec): 3 clusters
  Score: Raw -895597.264226 + Penalty 10036.237740 = -885561.026486
  nChanged 2
		SP:Iteration 34Q (44885.390000 sec): 3 clusters
  Score: Raw -895601.751122 + Penalty 10036.237740 = -885565.513382
  nChanged 4
		SP:Iteration 35Q (44885.420000 sec): 3 clusters
  Score: Raw -895606.491334 + Penalty 10036.237740 = -885570.253594
  nChanged 4
		SP:Iteration 36Q (44885.440000 sec): 3 clusters
  Score: Raw -895609.965484 + Penalty 10036.237740 = -885573.727744
  nChanged 3
		SP:Iteration 37Q (44885.460000 sec): 3 clusters
  Score: Raw -895611.918336 + Penalty 10036.237740 = -885575.680596
  nChanged 2
		SP:Iteration 38Q (44885.480000 sec): 3 clusters
  Score: Raw -895613.057658 + Penalty 10036.237740 = -885576.819918
  nChanged 2
		SP:Iteration 39Q (44885.500000 sec): 3 clusters
  Score: Raw -895614.007884 + Penalty 10036.237740 = -885577.770144
  nChanged 3
		SP:Iteration 40F (44885.530000 sec): 3 clusters
  Score: Raw -895617.354544 + Penalty 10036.237740 = -885581.116804
  nChanged 3
		SP:Iteration 41Q (44885.560000 sec): 3 clusters
  Score: Raw -895619.485969 + Penalty 10036.237740 = -885583.248229
  nChanged 3
		SP:Iteration 42Q (44885.580000 sec): 3 clusters
  Score: Raw -895621.143285 + Penalty 10036.237740 = -885584.905545
  nChanged 1
		SP:Iteration 43Q (44885.600000 sec): 3 clusters
  Score: Raw -895622.816200 + Penalty 10036.237740 = -885586.578461
  nChanged 2
		SP:Iteration 44Q (44885.620000 sec): 3 clusters
  Score: Raw -895624.644061 + Penalty 10036.237740 = -885588.406321
  nChanged 1
		SP:Iteration 45Q (44885.650000 sec): 3 clusters
  Score: Raw -895624.999623 + Penalty 10036.237740 = -885588.761884
  nChanged 1
		SP:Iteration 46Q (44885.670000 sec): 3 clusters
  Score: Raw -895626.048862 + Penalty 10036.237740 = -885589.811122
  nChanged 3
		SP:Iteration 47Q (44885.690000 sec): 3 clusters
  Score: Raw -895627.912490 + Penalty 10036.237740 = -885591.674750
  nChanged 0
		SP:Iteration 48F (44885.720000 sec): 3 clusters
  Score: Raw -895627.912490 + Penalty 10036.237740 = -885591.674750
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44885.740000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44885.750000 sec): 3 clusters
  Score: Raw -382048.180162 + Penalty 8912.086091 = -373136.094071
  nChanged 284
		SP:Iteration 1F (44885.760000 sec): 3 clusters
  Score: Raw -382477.850698 + Penalty 8912.086091 = -373565.764607
  nChanged 70
		SP:Iteration 2Q (44885.770000 sec): 3 clusters
  Score: Raw -382612.234841 + Penalty 8912.086091 = -373700.148750
  nChanged 32
		SP:Iteration 3Q (44885.780000 sec): 3 clusters
  Score: Raw -382713.907655 + Penalty 8912.086091 = -373801.821564
  nChanged 27
		SP:Iteration 4Q (44885.790000 sec): 3 clusters
  Score: Raw -382790.561620 + Penalty 8912.086091 = -373878.475528
  nChanged 19
		SP:Iteration 5Q (44885.800000 sec): 3 clusters
  Score: Raw -382837.688381 + Penalty 8912.086091 = -373925.602290
  nChanged 15
		SP:Iteration 6Q (44885.810000 sec): 3 clusters
  Score: Raw -382886.975259 + Penalty 8912.086091 = -373974.889167
  nChanged 11
		SP:Iteration 7Q (44885.820000 sec): 3 clusters
  Score: Raw -382925.059979 + Penalty 8912.086091 = -374012.973887
  nChanged 22
		SP:Iteration 8Q (44885.830000 sec): 3 clusters
  Score: Raw -383010.908566 + Penalty 8912.086091 = -374098.822475
  nChanged 18
		SP:Iteration 9Q (44885.840000 sec): 3 clusters
  Score: Raw -383051.075105 + Penalty 8912.086091 = -374138.989013
  nChanged 10
		SP:Iteration 10Q (44885.850000 sec): 3 clusters
  Score: Raw -383068.612522 + Penalty 8912.086091 = -374156.526430
  nChanged 8
		SP:Iteration 11Q (44885.860000 sec): 3 clusters
  Score: Raw -383088.754391 + Penalty 8912.086091 = -374176.668300
  nChanged 10
		SP:Iteration 12Q (44885.870000 sec): 3 clusters
  Score: Raw -383111.389669 + Penalty 8912.086091 = -374199.303578
  nChanged 6
		SP:Iteration 13Q (44885.880000 sec): 3 clusters
  Score: Raw -383124.281611 + Penalty 8912.086091 = -374212.195520
  nChanged 4
		SP:Iteration 14Q (44885.890000 sec): 3 clusters
  Score: Raw -383131.006528 + Penalty 8912.086091 = -374218.920436
  nChanged 1
		SP:Iteration 15Q (44885.900000 sec): 3 clusters
  Score: Raw -383132.615464 + Penalty 8912.086091 = -374220.529373
  nChanged 0
		SP:Iteration 16F (44885.910000 sec): 3 clusters
  Score: Raw -383132.615464 + Penalty 8912.086091 = -374220.529373
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44885.930000 sec): 2 clusters
  Score: Raw -336462.275837 + Penalty 4393.579942 = -332068.695895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44885.940000 sec): 3 clusters
  Score: Raw -336429.468695 + Penalty 8787.159885 = -327642.308811
  nChanged 255
		SP:Iteration 1F (44885.950000 sec): 3 clusters
  Score: Raw -336869.623135 + Penalty 8787.159885 = -328082.463250
  nChanged 48
		SP:Iteration 2Q (44885.960000 sec): 3 clusters
  Score: Raw -336972.802967 + Penalty 8787.159885 = -328185.643083
  nChanged 15
		SP:Iteration 3Q (44885.970000 sec): 3 clusters
  Score: Raw -337005.457829 + Penalty 8787.159885 = -328218.297944
  nChanged 14
		SP:Iteration 4Q (44885.980000 sec): 3 clusters
  Score: Raw -337035.337482 + Penalty 8787.159885 = -328248.177598
  nChanged 13
		SP:Iteration 5Q (44885.980000 sec): 3 clusters
  Score: Raw -337059.292304 + Penalty 8787.159885 = -328272.132419
  nChanged 5
		SP:Iteration 6Q (44886.000000 sec): 3 clusters
  Score: Raw -337066.879905 + Penalty 8787.159885 = -328279.720020
  nChanged 2
		SP:Iteration 7Q (44886.000000 sec): 3 clusters
  Score: Raw -337070.478418 + Penalty 8787.159885 = -328283.318533
  nChanged 1
		SP:Iteration 8Q (44886.020000 sec): 3 clusters
  Score: Raw -337071.775160 + Penalty 8787.159885 = -328284.615276
  nChanged 1
		SP:Iteration 9Q (44886.020000 sec): 3 clusters
  Score: Raw -337074.476882 + Penalty 8787.159885 = -328287.316997
  nChanged 2
		SP:Iteration 10Q (44886.030000 sec): 3 clusters
  Score: Raw -337077.545380 + Penalty 8787.159885 = -328290.385495
  nChanged 1
		SP:Iteration 11Q (44886.040000 sec): 3 clusters
  Score: Raw -337079.369622 + Penalty 8787.159885 = -328292.209737
  nChanged 0
		SP:Iteration 12F (44886.050000 sec): 3 clusters
  Score: Raw -337079.369622 + Penalty 8787.159885 = -328292.209737
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44886.150000 sec): 2 clusters
  Score: Raw -3468377.362832 + Penalty 5817.523435 = -3462559.839397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44886.250000 sec): 3 clusters
  Score: Raw -3461817.081207 + Penalty 11635.046869 = -3450182.034338
  nChanged 5115
		SP:Iteration 1F (44886.350000 sec): 3 clusters
  Score: Raw -3464599.388447 + Penalty 11635.046869 = -3452964.341578
  nChanged 1020
		SP:Iteration 2F (44886.450000 sec): 3 clusters
  Score: Raw -3465173.163044 + Penalty 11635.046869 = -3453538.116175
  nChanged 654
		SP:Iteration 3Q (44886.550000 sec): 3 clusters
  Score: Raw -3465518.623621 + Penalty 11635.046869 = -3453883.576752
  nChanged 525
		SP:Iteration 4Q (44886.650000 sec): 3 clusters
  Score: Raw -3465802.270705 + Penalty 11635.046869 = -3454167.223836
  nChanged 462
		SP:Iteration 5Q (44886.750000 sec): 3 clusters
  Score: Raw -3466051.432864 + Penalty 11635.046869 = -3454416.385995
  nChanged 401
		SP:Iteration 6Q (44886.850000 sec): 3 clusters
  Score: Raw -3466284.752161 + Penalty 11635.046869 = -3454649.705292
  nChanged 392
		SP:Iteration 7Q (44886.950000 sec): 3 clusters
  Score: Raw -3466494.490120 + Penalty 11635.046869 = -3454859.443251
  nChanged 353
		SP:Iteration 8Q (44887.050000 sec): 3 clusters
  Score: Raw -3466685.828402 + Penalty 11635.046869 = -3455050.781533
  nChanged 332
		SP:Iteration 9Q (44887.150000 sec): 3 clusters
  Score: Raw -3466861.377569 + Penalty 11635.046869 = -3455226.330700
  nChanged 296
		SP:Iteration 10Q (44887.240000 sec): 3 clusters
  Score: Raw -3467014.610827 + Penalty 11635.046869 = -3455379.563958
  nChanged 290
		SP:Iteration 11Q (44887.340000 sec): 3 clusters
  Score: Raw -3467189.061761 + Penalty 11635.046869 = -3455554.014892
  nChanged 339
		SP:Iteration 12Q (44887.440000 sec): 3 clusters
  Score: Raw -3467389.085469 + Penalty 11635.046869 = -3455754.038600
  nChanged 346
		SP:Iteration 13Q (44887.540000 sec): 3 clusters
  Score: Raw -3467621.896804 + Penalty 11635.046869 = -3455986.849935
  nChanged 365
		SP:Iteration 14Q (44887.640000 sec): 3 clusters
  Score: Raw -3467886.280078 + Penalty 11635.046869 = -3456251.233209
  nChanged 375
		SP:Iteration 15Q (44887.740000 sec): 3 clusters
  Score: Raw -3468159.245583 + Penalty 11635.046869 = -3456524.198714
  nChanged 366
		SP:Iteration 16Q (44887.840000 sec): 3 clusters
  Score: Raw -3468414.030958 + Penalty 11635.046869 = -3456778.984089
  nChanged 346
		SP:Iteration 17Q (44887.940000 sec): 3 clusters
  Score: Raw -3468652.120730 + Penalty 11635.046869 = -3457017.073861
  nChanged 304
		SP:Iteration 18Q (44888.030000 sec): 3 clusters
  Score: Raw -3468845.552221 + Penalty 11635.046869 = -3457210.505352
  nChanged 275
		SP:Iteration 19Q (44888.130000 sec): 3 clusters
  Score: Raw -3469009.179014 + Penalty 11635.046869 = -3457374.132145
  nChanged 249
		SP:Iteration 20F (44888.230000 sec): 3 clusters
  Score: Raw -3469161.147329 + Penalty 11635.046869 = -3457526.100460
  nChanged 226
		SP:Iteration 21Q (44888.320000 sec): 3 clusters
  Score: Raw -3469279.723665 + Penalty 11635.046869 = -3457644.676796
  nChanged 187
		SP:Iteration 22Q (44888.410000 sec): 3 clusters
  Score: Raw -3469366.160384 + Penalty 11635.046869 = -3457731.113515
  nChanged 152
		SP:Iteration 23Q (44888.500000 sec): 3 clusters
  Score: Raw -3469438.230529 + Penalty 11635.046869 = -3457803.183660
  nChanged 134
		SP:Iteration 24Q (44888.590000 sec): 3 clusters
  Score: Raw -3469494.908155 + Penalty 11635.046869 = -3457859.861286
  nChanged 99
		SP:Iteration 25Q (44888.680000 sec): 3 clusters
  Score: Raw -3469532.109246 + Penalty 11635.046869 = -3457897.062377
  nChanged 83
		SP:Iteration 26Q (44888.770000 sec): 3 clusters
  Score: Raw -3469564.299564 + Penalty 11635.046869 = -3457929.252695
  nChanged 74
		SP:Iteration 27Q (44888.860000 sec): 3 clusters
  Score: Raw -3469592.651079 + Penalty 11635.046869 = -3457957.604210
  nChanged 54
		SP:Iteration 28Q (44888.950000 sec): 3 clusters
  Score: Raw -3469610.230599 + Penalty 11635.046869 = -3457975.183730
  nChanged 36
		SP:Iteration 29Q (44889.040000 sec): 3 clusters
  Score: Raw -3469622.013559 + Penalty 11635.046869 = -3457986.966690
  nChanged 32
		SP:Iteration 30Q (44889.130000 sec): 3 clusters
  Score: Raw -3469631.231257 + Penalty 11635.046869 = -3457996.184387
  nChanged 25
		SP:Iteration 31Q (44889.220000 sec): 3 clusters
  Score: Raw -3469638.616190 + Penalty 11635.046869 = -3458003.569321
  nChanged 29
		SP:Iteration 32Q (44889.310000 sec): 3 clusters
  Score: Raw -3469650.016626 + Penalty 11635.046869 = -3458014.969757
  nChanged 25
		SP:Iteration 33Q (44889.400000 sec): 3 clusters
  Score: Raw -3469657.947605 + Penalty 11635.046869 = -3458022.900736
  nChanged 20
		SP:Iteration 34Q (44889.490000 sec): 3 clusters
  Score: Raw -3469663.485714 + Penalty 11635.046869 = -3458028.438845
  nChanged 17
		SP:Iteration 35Q (44889.570000 sec): 3 clusters
  Score: Raw -3469668.636153 + Penalty 11635.046869 = -3458033.589284
  nChanged 13
		SP:Iteration 36Q (44889.660000 sec): 3 clusters
  Score: Raw -3469671.894874 + Penalty 11635.046869 = -3458036.848005
  nChanged 12
		SP:Iteration 37Q (44889.750000 sec): 3 clusters
  Score: Raw -3469676.217022 + Penalty 11635.046869 = -3458041.170153
  nChanged 18
		SP:Iteration 38Q (44889.840000 sec): 3 clusters
  Score: Raw -3469681.394850 + Penalty 11635.046869 = -3458046.347981
  nChanged 12
		SP:Iteration 39Q (44889.930000 sec): 3 clusters
  Score: Raw -3469685.267085 + Penalty 11635.046869 = -3458050.220216
  nChanged 9
		SP:Iteration 40F (44890.030000 sec): 3 clusters
  Score: Raw -3469687.069356 + Penalty 11635.046869 = -3458052.022487
  nChanged 10
		SP:Iteration 41Q (44890.120000 sec): 3 clusters
  Score: Raw -3469689.869719 + Penalty 11635.046869 = -3458054.822850
  nChanged 7
		SP:Iteration 42Q (44890.210000 sec): 3 clusters
  Score: Raw -3469691.602967 + Penalty 11635.046869 = -3458056.556098
  nChanged 5
		SP:Iteration 43Q (44890.290000 sec): 3 clusters
  Score: Raw -3469692.770581 + Penalty 11635.046869 = -3458057.723712
  nChanged 5
		SP:Iteration 44Q (44890.380000 sec): 3 clusters
  Score: Raw -3469694.158324 + Penalty 11635.046869 = -3458059.111455
  nChanged 5
		SP:Iteration 45Q (44890.470000 sec): 3 clusters
  Score: Raw -3469695.268397 + Penalty 11635.046869 = -3458060.221528
  nChanged 4
		SP:Iteration 46Q (44890.560000 sec): 3 clusters
  Score: Raw -3469696.374716 + Penalty 11635.046869 = -3458061.327846
  nChanged 4
		SP:Iteration 47Q (44890.650000 sec): 3 clusters
  Score: Raw -3469697.469125 + Penalty 11635.046869 = -3458062.422256
  nChanged 2
		SP:Iteration 48Q (44890.740000 sec): 3 clusters
  Score: Raw -3469698.085734 + Penalty 11635.046869 = -3458063.038865
  nChanged 3
		SP:Iteration 49Q (44890.830000 sec): 3 clusters
  Score: Raw -3469698.855495 + Penalty 11635.046869 = -3458063.808626
  nChanged 2
		SP:Iteration 50Q (44890.910000 sec): 3 clusters
  Score: Raw -3469699.218685 + Penalty 11635.046869 = -3458064.171816
  nChanged 1
		SP:Iteration 51Q (44891.000000 sec): 3 clusters
  Score: Raw -3469699.591771 + Penalty 11635.046869 = -3458064.544902
  nChanged 2
		SP:Iteration 52Q (44891.090000 sec): 3 clusters
  Score: Raw -3469700.023354 + Penalty 11635.046869 = -3458064.976485
  nChanged 4
		SP:Iteration 53Q (44891.180000 sec): 3 clusters
  Score: Raw -3469701.037106 + Penalty 11635.046869 = -3458065.990237
  nChanged 3
		SP:Iteration 54Q (44891.270000 sec): 3 clusters
  Score: Raw -3469701.620525 + Penalty 11635.046869 = -3458066.573655
  nChanged 5
		SP:Iteration 55Q (44891.360000 sec): 3 clusters
  Score: Raw -3469702.841007 + Penalty 11635.046869 = -3458067.794138
  nChanged 2
		SP:Iteration 56Q (44891.450000 sec): 3 clusters
  Score: Raw -3469703.276501 + Penalty 11635.046869 = -3458068.229632
  nChanged 2
		SP:Iteration 57Q (44891.530000 sec): 3 clusters
  Score: Raw -3469703.758971 + Penalty 11635.046869 = -3458068.712102
  nChanged 2
		SP:Iteration 58Q (44891.620000 sec): 3 clusters
  Score: Raw -3469704.111431 + Penalty 11635.046869 = -3458069.064562
  nChanged 1
		SP:Iteration 59Q (44891.710000 sec): 3 clusters
  Score: Raw -3469704.249444 + Penalty 11635.046869 = -3458069.202575
  nChanged 0
		SP:Iteration 60F (44891.810000 sec): 3 clusters
  Score: Raw -3469704.249444 + Penalty 11635.046869 = -3458069.202575
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (15914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44891.920000 sec): 2 clusters
  Score: Raw -4243164.752098 + Penalty 5925.909634 = -4237238.842465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44892.040000 sec): 3 clusters
  Score: Raw -4235205.998198 + Penalty 11851.819267 = -4223354.178931
  nChanged 6151
		SP:Iteration 1F (44892.160000 sec): 3 clusters
  Score: Raw -4238480.823653 + Penalty 11851.819267 = -4226629.004386
  nChanged 1104
		SP:Iteration 2F (44892.280000 sec): 3 clusters
  Score: Raw -4239020.957872 + Penalty 11851.819267 = -4227169.138604
  nChanged 767
		SP:Iteration 3Q (44892.400000 sec): 3 clusters
  Score: Raw -4239403.536245 + Penalty 11851.819267 = -4227551.716978
  nChanged 551
		SP:Iteration 4Q (44892.520000 sec): 3 clusters
  Score: Raw -4239675.186888 + Penalty 11851.819267 = -4227823.367621
  nChanged 528
		SP:Iteration 5Q (44892.640000 sec): 3 clusters
  Score: Raw -4239937.137166 + Penalty 11851.819267 = -4228085.317899
  nChanged 513
		SP:Iteration 6Q (44892.760000 sec): 3 clusters
  Score: Raw -4240184.636297 + Penalty 11851.819267 = -4228332.817029
  nChanged 470
		SP:Iteration 7Q (44892.880000 sec): 3 clusters
  Score: Raw -4240415.704695 + Penalty 11851.819267 = -4228563.885428
  nChanged 440
		SP:Iteration 8Q (44893.000000 sec): 3 clusters
  Score: Raw -4240628.381825 + Penalty 11851.819267 = -4228776.562557
  nChanged 433
		SP:Iteration 9Q (44893.120000 sec): 3 clusters
  Score: Raw -4240843.772355 + Penalty 11851.819267 = -4228991.953088
  nChanged 454
		SP:Iteration 10Q (44893.240000 sec): 3 clusters
  Score: Raw -4241088.218991 + Penalty 11851.819267 = -4229236.399724
  nChanged 456
		SP:Iteration 11Q (44893.360000 sec): 3 clusters
  Score: Raw -4241347.908410 + Penalty 11851.819267 = -4229496.089142
  nChanged 479
		SP:Iteration 12Q (44893.480000 sec): 3 clusters
  Score: Raw -4241647.206011 + Penalty 11851.819267 = -4229795.386744
  nChanged 469
		SP:Iteration 13Q (44893.590000 sec): 3 clusters
  Score: Raw -4241956.703496 + Penalty 11851.819267 = -4230104.884229
  nChanged 457
		SP:Iteration 14Q (44893.710000 sec): 3 clusters
  Score: Raw -4242279.873348 + Penalty 11851.819267 = -4230428.054081
  nChanged 416
		SP:Iteration 15Q (44893.830000 sec): 3 clusters
  Score: Raw -4242575.150300 + Penalty 11851.819267 = -4230723.331033
  nChanged 335
		SP:Iteration 16Q (44893.950000 sec): 3 clusters
  Score: Raw -4242814.609706 + Penalty 11851.819267 = -4230962.790438
  nChanged 281
		SP:Iteration 17Q (44894.060000 sec): 3 clusters
  Score: Raw -4243030.665067 + Penalty 11851.819267 = -4231178.845800
  nChanged 203
		SP:Iteration 18Q (44894.170000 sec): 3 clusters
  Score: Raw -4243183.319768 + Penalty 11851.819267 = -4231331.500501
  nChanged 168
		SP:Iteration 19Q (44894.280000 sec): 3 clusters
  Score: Raw -4243311.571268 + Penalty 11851.819267 = -4231459.752001
  nChanged 133
		SP:Iteration 20F (44894.400000 sec): 3 clusters
  Score: Raw -4243415.904005 + Penalty 11851.819267 = -4231564.084738
  nChanged 113
		SP:Iteration 21Q (44894.510000 sec): 3 clusters
  Score: Raw -4243509.244036 + Penalty 11851.819267 = -4231657.424769
  nChanged 90
		SP:Iteration 22Q (44894.620000 sec): 3 clusters
  Score: Raw -4243585.771083 + Penalty 11851.819267 = -4231733.951815
  nChanged 69
		SP:Iteration 23Q (44894.720000 sec): 3 clusters
  Score: Raw -4243640.778042 + Penalty 11851.819267 = -4231788.958774
  nChanged 45
		SP:Iteration 24Q (44894.820000 sec): 3 clusters
  Score: Raw -4243677.951191 + Penalty 11851.819267 = -4231826.131923
  nChanged 35
		SP:Iteration 25Q (44894.930000 sec): 3 clusters
  Score: Raw -4243707.865981 + Penalty 11851.819267 = -4231856.046714
  nChanged 27
		SP:Iteration 26Q (44895.030000 sec): 3 clusters
  Score: Raw -4243733.089772 + Penalty 11851.819267 = -4231881.270505
  nChanged 27
		SP:Iteration 27Q (44895.130000 sec): 3 clusters
  Score: Raw -4243756.785362 + Penalty 11851.819267 = -4231904.966094
  nChanged 28
		SP:Iteration 28Q (44895.230000 sec): 3 clusters
  Score: Raw -4243784.026512 + Penalty 11851.819267 = -4231932.207245
  nChanged 17
		SP:Iteration 29Q (44895.330000 sec): 3 clusters
  Score: Raw -4243799.771187 + Penalty 11851.819267 = -4231947.951919
  nChanged 17
		SP:Iteration 30Q (44895.430000 sec): 3 clusters
  Score: Raw -4243813.947947 + Penalty 11851.819267 = -4231962.128679
  nChanged 11
		SP:Iteration 31Q (44895.530000 sec): 3 clusters
  Score: Raw -4243822.340318 + Penalty 11851.819267 = -4231970.521050
  nChanged 9
		SP:Iteration 32Q (44895.630000 sec): 3 clusters
  Score: Raw -4243831.505117 + Penalty 11851.819267 = -4231979.685850
  nChanged 11
		SP:Iteration 33Q (44895.730000 sec): 3 clusters
  Score: Raw -4243843.284769 + Penalty 11851.819267 = -4231991.465502
  nChanged 13
		SP:Iteration 34Q (44895.830000 sec): 3 clusters
  Score: Raw -4243854.892179 + Penalty 11851.819267 = -4232003.072912
  nChanged 5
		SP:Iteration 35Q (44895.930000 sec): 3 clusters
  Score: Raw -4243859.453219 + Penalty 11851.819267 = -4232007.633952
  nChanged 6
		SP:Iteration 36Q (44896.030000 sec): 3 clusters
  Score: Raw -4243865.239957 + Penalty 11851.819267 = -4232013.420689
  nChanged 3
		SP:Iteration 37Q (44896.130000 sec): 3 clusters
  Score: Raw -4243868.165988 + Penalty 11851.819267 = -4232016.346720
  nChanged 3
		SP:Iteration 38Q (44896.230000 sec): 3 clusters
  Score: Raw -4243870.299926 + Penalty 11851.819267 = -4232018.480659
  nChanged 4
		SP:Iteration 39Q (44896.330000 sec): 3 clusters
  Score: Raw -4243872.240581 + Penalty 11851.819267 = -4232020.421314
  nChanged 2
		SP:Iteration 40F (44896.440000 sec): 3 clusters
  Score: Raw -4243874.220887 + Penalty 11851.819267 = -4232022.401619
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44897.050000 sec): 2 clusters
  Score: Raw -23663376.494183 + Penalty 6978.808460 = -23656397.685723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44897.720000 sec): 3 clusters
  Score: Raw -23609455.416169 + Penalty 13957.616920 = -23595497.799249
  nChanged 40350
		SP:Iteration 1F (44898.390000 sec): 3 clusters
  Score: Raw -23631455.688955 + Penalty 13957.616920 = -23617498.072035
  nChanged 4080
		SP:Iteration 2Q (44899.060000 sec): 3 clusters
  Score: Raw -23632760.771610 + Penalty 13957.616920 = -23618803.154690
  nChanged 3828
		SP:Iteration 3Q (44899.740000 sec): 3 clusters
  Score: Raw -23634013.148183 + Penalty 13957.616920 = -23620055.531263
  nChanged 3751
		SP:Iteration 4Q (44900.420000 sec): 3 clusters
  Score: Raw -23635300.592294 + Penalty 13957.616920 = -23621342.975374
  nChanged 3823
		SP:Iteration 5Q (44901.100000 sec): 3 clusters
  Score: Raw -23636707.975599 + Penalty 13957.616920 = -23622750.358679
  nChanged 3866
		SP:Iteration 6Q (44901.770000 sec): 3 clusters
  Score: Raw -23638290.105792 + Penalty 13957.616920 = -23624332.488872
  nChanged 4266
		SP:Iteration 7Q (44902.440000 sec): 3 clusters
  Score: Raw -23640160.219658 + Penalty 13957.616920 = -23626202.602738
  nChanged 4471
		SP:Iteration 8F (44903.110000 sec): 3 clusters
  Score: Raw -23642375.565775 + Penalty 13957.616920 = -23628417.948856
  nChanged 4666
		SP:Iteration 9F (44903.780000 sec): 3 clusters
  Score: Raw -23644768.713001 + Penalty 13957.616920 = -23630811.096081
  nChanged 4602
		SP:Iteration 10F (44904.450000 sec): 3 clusters
  Score: Raw -23647253.169422 + Penalty 13957.616920 = -23633295.552502
  nChanged 4374
		SP:Iteration 11Q (44905.120000 sec): 3 clusters
  Score: Raw -23649744.112794 + Penalty 13957.616920 = -23635786.495874
  nChanged 4197
		SP:Iteration 12Q (44905.790000 sec): 3 clusters
  Score: Raw -23652237.549952 + Penalty 13957.616920 = -23638279.933032
  nChanged 3938
		SP:Iteration 13Q (44906.460000 sec): 3 clusters
  Score: Raw -23654687.388846 + Penalty 13957.616920 = -23640729.771926
  nChanged 3469
		SP:Iteration 14Q (44907.140000 sec): 3 clusters
  Score: Raw -23656893.372148 + Penalty 13957.616920 = -23642935.755229
  nChanged 2868
		SP:Iteration 15Q (44907.810000 sec): 3 clusters
  Score: Raw -23658760.953349 + Penalty 13957.616920 = -23644803.336429
  nChanged 2372
		SP:Iteration 16Q (44908.470000 sec): 3 clusters
  Score: Raw -23660409.160674 + Penalty 13957.616920 = -23646451.543755
  nChanged 1857
		SP:Iteration 17Q (44909.120000 sec): 3 clusters
  Score: Raw -23661714.912259 + Penalty 13957.616920 = -23647757.295339
  nChanged 1318
		SP:Iteration 18Q (44909.760000 sec): 3 clusters
  Score: Raw -23662658.061146 + Penalty 13957.616920 = -23648700.444226
  nChanged 851
		SP:Iteration 19Q (44910.360000 sec): 3 clusters
  Score: Raw -23663255.397244 + Penalty 13957.616920 = -23649297.780324
  nChanged 550
		SP:Iteration 20F (44911.020000 sec): 3 clusters
  Score: Raw -23663642.589017 + Penalty 13957.616920 = -23649684.972097
  nChanged 379
		SP:Iteration 21Q (44911.580000 sec): 3 clusters
  Score: Raw -23663914.134400 + Penalty 13957.616920 = -23649956.517480
  nChanged 252
		SP:Iteration 22Q (44912.110000 sec): 3 clusters
  Score: Raw -23664098.895448 + Penalty 13957.616920 = -23650141.278529
  nChanged 198
		SP:Iteration 23Q (44912.640000 sec): 3 clusters
  Score: Raw -23664244.910410 + Penalty 13957.616920 = -23650287.293490
  nChanged 143
		SP:Iteration 24Q (44913.160000 sec): 3 clusters
  Score: Raw -23664346.539314 + Penalty 13957.616920 = -23650388.922394
  nChanged 78
		SP:Iteration 25Q (44913.660000 sec): 3 clusters
  Score: Raw -23664402.750216 + Penalty 13957.616920 = -23650445.133296
  nChanged 73
		SP:Iteration 26Q (44914.170000 sec): 3 clusters
  Score: Raw -23664455.336639 + Penalty 13957.616920 = -23650497.719719
  nChanged 57
		SP:Iteration 27Q (44914.670000 sec): 3 clusters
  Score: Raw -23664493.061237 + Penalty 13957.616920 = -23650535.444317
  nChanged 43
		SP:Iteration 28Q (44915.160000 sec): 3 clusters
  Score: Raw -23664523.434563 + Penalty 13957.616920 = -23650565.817643
  nChanged 36
		SP:Iteration 29Q (44915.660000 sec): 3 clusters
  Score: Raw -23664548.342554 + Penalty 13957.616920 = -23650590.725634
  nChanged 45
		SP:Iteration 30Q (44916.160000 sec): 3 clusters
  Score: Raw -23664578.389689 + Penalty 13957.616920 = -23650620.772769
  nChanged 31
		SP:Iteration 31Q (44916.650000 sec): 3 clusters
  Score: Raw -23664600.464766 + Penalty 13957.616920 = -23650642.847846
  nChanged 20
		SP:Iteration 32Q (44917.140000 sec): 3 clusters
  Score: Raw -23664613.348050 + Penalty 13957.616920 = -23650655.731130
  nChanged 15
		SP:Iteration 33Q (44917.620000 sec): 3 clusters
  Score: Raw -23664623.435399 + Penalty 13957.616920 = -23650665.818480
  nChanged 13
		SP:Iteration 34Q (44918.110000 sec): 3 clusters
  Score: Raw -23664632.292806 + Penalty 13957.616920 = -23650674.675886
  nChanged 11
		SP:Iteration 35Q (44918.600000 sec): 3 clusters
  Score: Raw -23664638.002860 + Penalty 13957.616920 = -23650680.385940
  nChanged 7
		SP:Iteration 36Q (44919.090000 sec): 3 clusters
  Score: Raw -23664641.750294 + Penalty 13957.616920 = -23650684.133374
  nChanged 9
		SP:Iteration 37Q (44919.580000 sec): 3 clusters
  Score: Raw -23664646.530803 + Penalty 13957.616920 = -23650688.913883
  nChanged 4
		SP:Iteration 38Q (44920.060000 sec): 3 clusters
  Score: Raw -23664648.737268 + Penalty 13957.616920 = -23650691.120348
  nChanged 1
		SP:Iteration 39Q (44920.550000 sec): 3 clusters
  Score: Raw -23664649.366317 + Penalty 13957.616920 = -23650691.749397
  nChanged 0
		SP:Iteration 40F (44921.210000 sec): 3 clusters
  Score: Raw -23664649.366317 + Penalty 13957.616920 = -23650691.749397
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (9950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44921.330000 sec): 2 clusters
  Score: Raw -2533645.992297 + Penalty 5638.263296 = -2528007.729001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44921.400000 sec): 3 clusters
  Score: Raw -2529178.103470 + Penalty 11276.526592 = -2517901.576878
  nChanged 3650
		SP:Iteration 1F (44921.480000 sec): 3 clusters
  Score: Raw -2531511.918417 + Penalty 11276.526592 = -2520235.391825
  nChanged 873
		SP:Iteration 2F (44921.560000 sec): 3 clusters
  Score: Raw -2532354.518017 + Penalty 11276.526592 = -2521077.991425
  nChanged 714
		SP:Iteration 3F (44921.630000 sec): 3 clusters
  Score: Raw -2533195.018617 + Penalty 11276.526592 = -2521918.492025
  nChanged 726
		SP:Iteration 4F (44921.700000 sec): 3 clusters
  Score: Raw -2534166.610431 + Penalty 11276.526592 = -2522890.083839
  nChanged 698
		SP:Iteration 5F (44921.780000 sec): 3 clusters
  Score: Raw -2535140.087807 + Penalty 11276.526592 = -2523863.561215
  nChanged 649
		SP:Iteration 6F (44921.860000 sec): 3 clusters
  Score: Raw -2535975.937390 + Penalty 11276.526592 = -2524699.410798
  nChanged 519
		SP:Iteration 7F (44921.930000 sec): 3 clusters
  Score: Raw -2536594.782132 + Penalty 11276.526592 = -2525318.255540
  nChanged 403
		SP:Iteration 8Q (44922.000000 sec): 3 clusters
  Score: Raw -2537035.292111 + Penalty 11276.526592 = -2525758.765519
  nChanged 368
		SP:Iteration 9Q (44922.070000 sec): 3 clusters
  Score: Raw -2537427.360196 + Penalty 11276.526592 = -2526150.833604
  nChanged 281
		SP:Iteration 10Q (44922.140000 sec): 3 clusters
  Score: Raw -2537730.546059 + Penalty 11276.526592 = -2526454.019468
  nChanged 269
		SP:Iteration 11Q (44922.200000 sec): 3 clusters
  Score: Raw -2538092.557030 + Penalty 11276.526592 = -2526816.030438
  nChanged 225
		SP:Iteration 12Q (44922.270000 sec): 3 clusters
  Score: Raw -2538464.835841 + Penalty 11276.526592 = -2527188.309249
  nChanged 180
		SP:Iteration 13Q (44922.330000 sec): 3 clusters
  Score: Raw -2538657.659345 + Penalty 11276.526592 = -2527381.132753
  nChanged 98
		SP:Iteration 14Q (44922.390000 sec): 3 clusters
  Score: Raw -2538718.499085 + Penalty 11276.526592 = -2527441.972493
  nChanged 56
		SP:Iteration 15Q (44922.460000 sec): 3 clusters
  Score: Raw -2538743.591937 + Penalty 11276.526592 = -2527467.065345
  nChanged 39
		SP:Iteration 16Q (44922.520000 sec): 3 clusters
  Score: Raw -2538760.218471 + Penalty 11276.526592 = -2527483.691879
  nChanged 30
		SP:Iteration 17Q (44922.580000 sec): 3 clusters
  Score: Raw -2538775.240964 + Penalty 11276.526592 = -2527498.714372
  nChanged 18
		SP:Iteration 18Q (44922.640000 sec): 3 clusters
  Score: Raw -2538780.710335 + Penalty 11276.526592 = -2527504.183743
  nChanged 12
		SP:Iteration 19Q (44922.710000 sec): 3 clusters
  Score: Raw -2538784.549743 + Penalty 11276.526592 = -2527508.023151
  nChanged 3
		SP:Iteration 20F (44922.780000 sec): 3 clusters
  Score: Raw -2538785.411847 + Penalty 11276.526592 = -2527508.885256
  nChanged 1
		SP:Iteration 21Q (44922.840000 sec): 3 clusters
  Score: Raw -2538785.616991 + Penalty 11276.526592 = -2527509.090399
  nChanged 0
		SP:Iteration 22F (44922.910000 sec): 3 clusters
  Score: Raw -2538785.616991 + Penalty 11276.526592 = -2527509.090399
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44922.930000 sec): 2 clusters
  Score: Raw -47358.950690 + Penalty 3405.917499 = -43953.033191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44922.930000 sec): 3 clusters
  Score: Raw -48274.496854 + Penalty 6811.834998 = -41462.661856
  nChanged 20
		SP:Iteration 1F (44922.930000 sec): 3 clusters
  Score: Raw -48410.777001 + Penalty 6811.834998 = -41598.942003
  nChanged 11
		SP:Iteration 2Q (44922.930000 sec): 3 clusters
  Score: Raw -48483.307318 + Penalty 6811.834998 = -41671.472320
  nChanged 4
		SP:Iteration 3Q (44922.940000 sec): 3 clusters
  Score: Raw -48505.672074 + Penalty 6811.834998 = -41693.837076
  nChanged 1
		SP:Iteration 4Q (44922.940000 sec): 3 clusters
  Score: Raw -48516.158227 + Penalty 6811.834998 = -41704.323229
  nChanged 0
		SP:Iteration 5F (44922.940000 sec): 3 clusters
  Score: Raw -48516.158227 + Penalty 6811.834998 = -41704.323229
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44923.130000 sec): 2 clusters
  Score: Raw -7356521.441376 + Penalty 6264.912935 = -7350256.528440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44923.350000 sec): 3 clusters
  Score: Raw -7341473.952945 + Penalty 12529.825870 = -7328944.127075
  nChanged 11624
		SP:Iteration 1F (44923.560000 sec): 3 clusters
  Score: Raw -7347667.902923 + Penalty 12529.825870 = -7335138.077053
  nChanged 1758
		SP:Iteration 2F (44923.770000 sec): 3 clusters
  Score: Raw -7348451.277602 + Penalty 12529.825870 = -7335921.451731
  nChanged 1357
		SP:Iteration 3Q (44923.990000 sec): 3 clusters
  Score: Raw -7349003.215249 + Penalty 12529.825870 = -7336473.389378
  nChanged 1129
		SP:Iteration 4Q (44924.200000 sec): 3 clusters
  Score: Raw -7349442.863351 + Penalty 12529.825870 = -7336913.037481
  nChanged 950
		SP:Iteration 5Q (44924.410000 sec): 3 clusters
  Score: Raw -7349845.211274 + Penalty 12529.825870 = -7337315.385403
  nChanged 941
		SP:Iteration 6Q (44924.630000 sec): 3 clusters
  Score: Raw -7350264.279400 + Penalty 12529.825870 = -7337734.453530
  nChanged 923
		SP:Iteration 7Q (44924.840000 sec): 3 clusters
  Score: Raw -7350686.053826 + Penalty 12529.825870 = -7338156.227956
  nChanged 942
		SP:Iteration 8Q (44925.050000 sec): 3 clusters
  Score: Raw -7351153.981591 + Penalty 12529.825870 = -7338624.155721
  nChanged 1010
		SP:Iteration 9Q (44925.270000 sec): 3 clusters
  Score: Raw -7351735.172072 + Penalty 12529.825870 = -7339205.346202
  nChanged 1106
		SP:Iteration 10Q (44925.480000 sec): 3 clusters
  Score: Raw -7352368.504754 + Penalty 12529.825870 = -7339838.678884
  nChanged 1083
		SP:Iteration 11Q (44925.680000 sec): 3 clusters
  Score: Raw -7352997.059925 + Penalty 12529.825870 = -7340467.234054
  nChanged 1150
		SP:Iteration 12Q (44925.890000 sec): 3 clusters
  Score: Raw -7353649.269829 + Penalty 12529.825870 = -7341119.443959
  nChanged 1076
		SP:Iteration 13Q (44926.110000 sec): 3 clusters
  Score: Raw -7354182.080848 + Penalty 12529.825870 = -7341652.254978
  nChanged 956
		SP:Iteration 14Q (44926.310000 sec): 3 clusters
  Score: Raw -7354596.353782 + Penalty 12529.825870 = -7342066.527911
  nChanged 769
		SP:Iteration 15Q (44926.520000 sec): 3 clusters
  Score: Raw -7354883.453177 + Penalty 12529.825870 = -7342353.627307
  nChanged 627
		SP:Iteration 16Q (44926.730000 sec): 3 clusters
  Score: Raw -7355072.337642 + Penalty 12529.825870 = -7342542.511772
  nChanged 490
		SP:Iteration 17Q (44926.940000 sec): 3 clusters
  Score: Raw -7355213.881620 + Penalty 12529.825870 = -7342684.055749
  nChanged 395
		SP:Iteration 18Q (44927.150000 sec): 3 clusters
  Score: Raw -7355319.367853 + Penalty 12529.825870 = -7342789.541983
  nChanged 340
		SP:Iteration 19Q (44927.360000 sec): 3 clusters
  Score: Raw -7355397.684566 + Penalty 12529.825870 = -7342867.858696
  nChanged 256
		SP:Iteration 20F (44927.570000 sec): 3 clusters
  Score: Raw -7355449.084955 + Penalty 12529.825870 = -7342919.259085
  nChanged 198
		SP:Iteration 21Q (44927.780000 sec): 3 clusters
  Score: Raw -7355486.381091 + Penalty 12529.825870 = -7342956.555220
  nChanged 156
		SP:Iteration 22Q (44927.990000 sec): 3 clusters
  Score: Raw -7355514.317838 + Penalty 12529.825870 = -7342984.491968
  nChanged 122
		SP:Iteration 23Q (44928.200000 sec): 3 clusters
  Score: Raw -7355534.481150 + Penalty 12529.825870 = -7343004.655280
  nChanged 113
		SP:Iteration 24Q (44928.410000 sec): 3 clusters
  Score: Raw -7355552.110407 + Penalty 12529.825870 = -7343022.284537
  nChanged 91
		SP:Iteration 25Q (44928.620000 sec): 3 clusters
  Score: Raw -7355565.113912 + Penalty 12529.825870 = -7343035.288041
  nChanged 81
		SP:Iteration 26Q (44928.820000 sec): 3 clusters
  Score: Raw -7355575.784684 + Penalty 12529.825870 = -7343045.958814
  nChanged 60
		SP:Iteration 27Q (44929.030000 sec): 3 clusters
  Score: Raw -7355583.751759 + Penalty 12529.825870 = -7343053.925888
  nChanged 51
		SP:Iteration 28Q (44929.240000 sec): 3 clusters
  Score: Raw -7355589.970557 + Penalty 12529.825870 = -7343060.144686
  nChanged 53
		SP:Iteration 29Q (44929.450000 sec): 3 clusters
  Score: Raw -7355596.812537 + Penalty 12529.825870 = -7343066.986666
  nChanged 52
		SP:Iteration 30Q (44929.660000 sec): 3 clusters
  Score: Raw -7355602.638683 + Penalty 12529.825870 = -7343072.812812
  nChanged 44
		SP:Iteration 31Q (44929.870000 sec): 3 clusters
  Score: Raw -7355607.912707 + Penalty 12529.825870 = -7343078.086837
  nChanged 30
		SP:Iteration 32Q (44930.080000 sec): 3 clusters
  Score: Raw -7355611.741394 + Penalty 12529.825870 = -7343081.915524
  nChanged 21
		SP:Iteration 33Q (44930.280000 sec): 3 clusters
  Score: Raw -7355614.907591 + Penalty 12529.825870 = -7343085.081720
  nChanged 29
		SP:Iteration 34Q (44930.500000 sec): 3 clusters
  Score: Raw -7355618.657334 + Penalty 12529.825870 = -7343088.831464
  nChanged 28
		SP:Iteration 35Q (44930.700000 sec): 3 clusters
  Score: Raw -7355621.823177 + Penalty 12529.825870 = -7343091.997307
  nChanged 24
		SP:Iteration 36Q (44930.910000 sec): 3 clusters
  Score: Raw -7355624.648006 + Penalty 12529.825870 = -7343094.822135
  nChanged 21
		SP:Iteration 37Q (44931.120000 sec): 3 clusters
  Score: Raw -7355627.025342 + Penalty 12529.825870 = -7343097.199472
  nChanged 16
		SP:Iteration 38Q (44931.330000 sec): 3 clusters
  Score: Raw -7355628.911781 + Penalty 12529.825870 = -7343099.085911
  nChanged 10
		SP:Iteration 39Q (44931.540000 sec): 3 clusters
  Score: Raw -7355629.977159 + Penalty 12529.825870 = -7343100.151289
  nChanged 11
		SP:Iteration 40F (44931.750000 sec): 3 clusters
  Score: Raw -7355630.894793 + Penalty 12529.825870 = -7343101.068922
  nChanged 8
		SP:Iteration 41Q (44931.960000 sec): 3 clusters
  Score: Raw -7355631.770332 + Penalty 12529.825870 = -7343101.944461
  nChanged 7
		SP:Iteration 42Q (44932.170000 sec): 3 clusters
  Score: Raw -7355632.639052 + Penalty 12529.825870 = -7343102.813181
  nChanged 15
		SP:Iteration 43Q (44932.380000 sec): 3 clusters
  Score: Raw -7355634.212021 + Penalty 12529.825870 = -7343104.386151
  nChanged 11
		SP:Iteration 44Q (44932.590000 sec): 3 clusters
  Score: Raw -7355635.258975 + Penalty 12529.825870 = -7343105.433105
  nChanged 9
		SP:Iteration 45Q (44932.800000 sec): 3 clusters
  Score: Raw -7355636.148484 + Penalty 12529.825870 = -7343106.322614
  nChanged 5
		SP:Iteration 46Q (44933.010000 sec): 3 clusters
  Score: Raw -7355636.706407 + Penalty 12529.825870 = -7343106.880537
  nChanged 5
		SP:Iteration 47Q (44933.220000 sec): 3 clusters
  Score: Raw -7355637.215472 + Penalty 12529.825870 = -7343107.389602
  nChanged 6
		SP:Iteration 48Q (44933.430000 sec): 3 clusters
  Score: Raw -7355637.697377 + Penalty 12529.825870 = -7343107.871506
  nChanged 1
		SP:Iteration 49Q (44933.640000 sec): 3 clusters
  Score: Raw -7355637.780823 + Penalty 12529.825870 = -7343107.954953
  nChanged 3
		SP:Iteration 50Q (44933.840000 sec): 3 clusters
  Score: Raw -7355638.040453 + Penalty 12529.825870 = -7343108.214583
  nChanged 1
		SP:Iteration 51Q (44934.060000 sec): 3 clusters
  Score: Raw -7355638.098847 + Penalty 12529.825870 = -7343108.272976
  nChanged 2
		SP:Iteration 52Q (44934.260000 sec): 3 clusters
  Score: Raw -7355638.234052 + Penalty 12529.825870 = -7343108.408182
  nChanged 2
		SP:Iteration 53Q (44934.470000 sec): 3 clusters
  Score: Raw -7355638.426811 + Penalty 12529.825870 = -7343108.600941
  nChanged 2
		SP:Iteration 54Q (44934.680000 sec): 3 clusters
  Score: Raw -7355638.642534 + Penalty 12529.825870 = -7343108.816664
  nChanged 1
		SP:Iteration 55Q (44934.890000 sec): 3 clusters
  Score: Raw -7355638.726252 + Penalty 12529.825870 = -7343108.900382
  nChanged 0
		SP:Iteration 56F (44935.100000 sec): 3 clusters
  Score: Raw -7355638.726252 + Penalty 12529.825870 = -7343108.900382
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44935.130000 sec): 2 clusters
  Score: Raw -114924.965618 + Penalty 3783.990770 = -111140.974848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44935.130000 sec): 3 clusters
  Score: Raw -115618.714491 + Penalty 7567.981540 = -108050.732951
  nChanged 53
		SP:Iteration 1F (44935.140000 sec): 3 clusters
  Score: Raw -115860.052838 + Penalty 7567.981540 = -108292.071299
  nChanged 22
		SP:Iteration 2Q (44935.140000 sec): 3 clusters
  Score: Raw -116001.988510 + Penalty 7567.981540 = -108434.006971
  nChanged 9
		SP:Iteration 3Q (44935.140000 sec): 3 clusters
  Score: Raw -116068.481112 + Penalty 7567.981540 = -108500.499572
  nChanged 2
		SP:Iteration 4Q (44935.150000 sec): 3 clusters
  Score: Raw -116074.768211 + Penalty 7567.981540 = -108506.786672
  nChanged 1
		SP:Iteration 5Q (44935.150000 sec): 3 clusters
  Score: Raw -116079.667204 + Penalty 7567.981540 = -108511.685664
  nChanged 2
		SP:Iteration 6Q (44935.150000 sec): 3 clusters
  Score: Raw -116096.328114 + Penalty 7567.981540 = -108528.346575
  nChanged 0
		SP:Iteration 7F (44935.160000 sec): 3 clusters
  Score: Raw -116096.328114 + Penalty 7567.981540 = -108528.346575
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44935.260000 sec): 2 clusters
  Score: Raw -3554599.037995 + Penalty 5826.326036 = -3548772.711959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44935.360000 sec): 3 clusters
  Score: Raw -3547984.200320 + Penalty 11652.652072 = -3536331.548249
  nChanged 5156
		SP:Iteration 1F (44935.460000 sec): 3 clusters
  Score: Raw -3550887.236939 + Penalty 11652.652072 = -3539234.584868
  nChanged 1002
		SP:Iteration 2F (44935.560000 sec): 3 clusters
  Score: Raw -3551464.216188 + Penalty 11652.652072 = -3539811.564116
  nChanged 717
		SP:Iteration 3F (44935.670000 sec): 3 clusters
  Score: Raw -3551887.149146 + Penalty 11652.652072 = -3540234.497074
  nChanged 578
		SP:Iteration 4Q (44935.770000 sec): 3 clusters
  Score: Raw -3552269.850249 + Penalty 11652.652072 = -3540617.198178
  nChanged 556
		SP:Iteration 5Q (44935.870000 sec): 3 clusters
  Score: Raw -3552670.166371 + Penalty 11652.652072 = -3541017.514299
  nChanged 562
		SP:Iteration 6Q (44935.980000 sec): 3 clusters
  Score: Raw -3553164.766142 + Penalty 11652.652072 = -3541512.114071
  nChanged 634
		SP:Iteration 7Q (44936.080000 sec): 3 clusters
  Score: Raw -3553786.644848 + Penalty 11652.652072 = -3542133.992776
  nChanged 739
		SP:Iteration 8F (44936.180000 sec): 3 clusters
  Score: Raw -3554528.408080 + Penalty 11652.652072 = -3542875.756009
  nChanged 738
		SP:Iteration 9F (44936.280000 sec): 3 clusters
  Score: Raw -3555235.898912 + Penalty 11652.652072 = -3543583.246840
  nChanged 666
		SP:Iteration 10Q (44936.380000 sec): 3 clusters
  Score: Raw -3555843.350819 + Penalty 11652.652072 = -3544190.698747
  nChanged 573
		SP:Iteration 11Q (44936.480000 sec): 3 clusters
  Score: Raw -3556314.544473 + Penalty 11652.652072 = -3544661.892402
  nChanged 425
		SP:Iteration 12Q (44936.580000 sec): 3 clusters
  Score: Raw -3556580.017596 + Penalty 11652.652072 = -3544927.365525
  nChanged 317
		SP:Iteration 13Q (44936.680000 sec): 3 clusters
  Score: Raw -3556746.489727 + Penalty 11652.652072 = -3545093.837655
  nChanged 244
		SP:Iteration 14Q (44936.770000 sec): 3 clusters
  Score: Raw -3556856.888784 + Penalty 11652.652072 = -3545204.236712
  nChanged 194
		SP:Iteration 15Q (44936.870000 sec): 3 clusters
  Score: Raw -3556943.616524 + Penalty 11652.652072 = -3545290.964452
  nChanged 161
		SP:Iteration 16Q (44936.970000 sec): 3 clusters
  Score: Raw -3557007.423381 + Penalty 11652.652072 = -3545354.771310
  nChanged 119
		SP:Iteration 17Q (44937.070000 sec): 3 clusters
  Score: Raw -3557051.740188 + Penalty 11652.652072 = -3545399.088116
  nChanged 105
		SP:Iteration 18Q (44937.160000 sec): 3 clusters
  Score: Raw -3557088.919218 + Penalty 11652.652072 = -3545436.267146
  nChanged 91
		SP:Iteration 19Q (44937.260000 sec): 3 clusters
  Score: Raw -3557118.923017 + Penalty 11652.652072 = -3545466.270946
  nChanged 76
		SP:Iteration 20F (44937.360000 sec): 3 clusters
  Score: Raw -3557143.510217 + Penalty 11652.652072 = -3545490.858146
  nChanged 77
		SP:Iteration 21Q (44937.450000 sec): 3 clusters
  Score: Raw -3557168.140327 + Penalty 11652.652072 = -3545515.488255
  nChanged 65
		SP:Iteration 22Q (44937.550000 sec): 3 clusters
  Score: Raw -3557188.994094 + Penalty 11652.652072 = -3545536.342022
  nChanged 52
		SP:Iteration 23Q (44937.650000 sec): 3 clusters
  Score: Raw -3557205.560953 + Penalty 11652.652072 = -3545552.908881
  nChanged 44
		SP:Iteration 24Q (44937.740000 sec): 3 clusters
  Score: Raw -3557217.974288 + Penalty 11652.652072 = -3545565.322216
  nChanged 39
		SP:Iteration 25Q (44937.830000 sec): 3 clusters
  Score: Raw -3557230.174522 + Penalty 11652.652072 = -3545577.522451
  nChanged 43
		SP:Iteration 26Q (44937.930000 sec): 3 clusters
  Score: Raw -3557242.585387 + Penalty 11652.652072 = -3545589.933316
  nChanged 41
		SP:Iteration 27Q (44938.020000 sec): 3 clusters
  Score: Raw -3557253.912226 + Penalty 11652.652072 = -3545601.260154
  nChanged 43
		SP:Iteration 28Q (44938.120000 sec): 3 clusters
  Score: Raw -3557267.153567 + Penalty 11652.652072 = -3545614.501496
  nChanged 45
		SP:Iteration 29Q (44938.210000 sec): 3 clusters
  Score: Raw -3557279.500872 + Penalty 11652.652072 = -3545626.848801
  nChanged 35
		SP:Iteration 30Q (44938.310000 sec): 3 clusters
  Score: Raw -3557291.214328 + Penalty 11652.652072 = -3545638.562256
  nChanged 31
		SP:Iteration 31Q (44938.400000 sec): 3 clusters
  Score: Raw -3557299.706949 + Penalty 11652.652072 = -3545647.054877
  nChanged 30
		SP:Iteration 32Q (44938.490000 sec): 3 clusters
  Score: Raw -3557307.950694 + Penalty 11652.652072 = -3545655.298622
  nChanged 27
		SP:Iteration 33Q (44938.590000 sec): 3 clusters
  Score: Raw -3557313.951026 + Penalty 11652.652072 = -3545661.298954
  nChanged 22
		SP:Iteration 34Q (44938.680000 sec): 3 clusters
  Score: Raw -3557319.184376 + Penalty 11652.652072 = -3545666.532304
  nChanged 24
		SP:Iteration 35Q (44938.770000 sec): 3 clusters
  Score: Raw -3557324.881268 + Penalty 11652.652072 = -3545672.229196
  nChanged 21
		SP:Iteration 36Q (44938.870000 sec): 3 clusters
  Score: Raw -3557329.327504 + Penalty 11652.652072 = -3545676.675433
  nChanged 14
		SP:Iteration 37Q (44938.960000 sec): 3 clusters
  Score: Raw -3557332.177889 + Penalty 11652.652072 = -3545679.525817
  nChanged 10
		SP:Iteration 38Q (44939.050000 sec): 3 clusters
  Score: Raw -3557334.097234 + Penalty 11652.652072 = -3545681.445162
  nChanged 13
		SP:Iteration 39Q (44939.150000 sec): 3 clusters
  Score: Raw -3557337.364571 + Penalty 11652.652072 = -3545684.712499
  nChanged 15
		SP:Iteration 40F (44939.250000 sec): 3 clusters
  Score: Raw -3557341.496815 + Penalty 11652.652072 = -3545688.844743
  nChanged 12
		SP:Iteration 41Q (44939.340000 sec): 3 clusters
  Score: Raw -3557343.620767 + Penalty 11652.652072 = -3545690.968695
  nChanged 9
		SP:Iteration 42Q (44939.430000 sec): 3 clusters
  Score: Raw -3557345.637346 + Penalty 11652.652072 = -3545692.985274
  nChanged 14
		SP:Iteration 43Q (44939.530000 sec): 3 clusters
  Score: Raw -3557348.497667 + Penalty 11652.652072 = -3545695.845596
  nChanged 12
		SP:Iteration 44Q (44939.620000 sec): 3 clusters
  Score: Raw -3557350.970924 + Penalty 11652.652072 = -3545698.318853
  nChanged 14
		SP:Iteration 45Q (44939.710000 sec): 3 clusters
  Score: Raw -3557354.639648 + Penalty 11652.652072 = -3545701.987576
  nChanged 15
		SP:Iteration 46Q (44939.810000 sec): 3 clusters
  Score: Raw -3557358.306854 + Penalty 11652.652072 = -3545705.654782
  nChanged 12
		SP:Iteration 47Q (44939.900000 sec): 3 clusters
  Score: Raw -3557360.392089 + Penalty 11652.652072 = -3545707.740017
  nChanged 13
		SP:Iteration 48Q (44939.990000 sec): 3 clusters
  Score: Raw -3557363.033863 + Penalty 11652.652072 = -3545710.381791
  nChanged 9
		SP:Iteration 49Q (44940.090000 sec): 3 clusters
  Score: Raw -3557365.156932 + Penalty 11652.652072 = -3545712.504860
  nChanged 15
		SP:Iteration 50Q (44940.180000 sec): 3 clusters
  Score: Raw -3557368.611639 + Penalty 11652.652072 = -3545715.959567
  nChanged 19
		SP:Iteration 51Q (44940.270000 sec): 3 clusters
  Score: Raw -3557372.619416 + Penalty 11652.652072 = -3545719.967345
  nChanged 21
		SP:Iteration 52Q (44940.370000 sec): 3 clusters
  Score: Raw -3557376.472248 + Penalty 11652.652072 = -3545723.820176
  nChanged 15
		SP:Iteration 53Q (44940.460000 sec): 3 clusters
  Score: Raw -3557379.887268 + Penalty 11652.652072 = -3545727.235196
  nChanged 15
		SP:Iteration 54Q (44940.550000 sec): 3 clusters
  Score: Raw -3557383.573579 + Penalty 11652.652072 = -3545730.921507
  nChanged 13
		SP:Iteration 55Q (44940.650000 sec): 3 clusters
  Score: Raw -3557386.228907 + Penalty 11652.652072 = -3545733.576836
  nChanged 12
		SP:Iteration 56Q (44940.740000 sec): 3 clusters
  Score: Raw -3557388.328213 + Penalty 11652.652072 = -3545735.676141
  nChanged 12
		SP:Iteration 57Q (44940.830000 sec): 3 clusters
  Score: Raw -3557391.147207 + Penalty 11652.652072 = -3545738.495135
  nChanged 12
		SP:Iteration 58Q (44940.930000 sec): 3 clusters
  Score: Raw -3557393.844583 + Penalty 11652.652072 = -3545741.192512
  nChanged 12
		SP:Iteration 59Q (44941.020000 sec): 3 clusters
  Score: Raw -3557396.843658 + Penalty 11652.652072 = -3545744.191586
  nChanged 19
		SP:Iteration 60F (44941.120000 sec): 3 clusters
  Score: Raw -3557401.476268 + Penalty 11652.652072 = -3545748.824196
  nChanged 18
		SP:Iteration 61Q (44941.210000 sec): 3 clusters
  Score: Raw -3557405.678892 + Penalty 11652.652072 = -3545753.026820
  nChanged 16
		SP:Iteration 62Q (44941.310000 sec): 3 clusters
  Score: Raw -3557409.433511 + Penalty 11652.652072 = -3545756.781440
  nChanged 15
		SP:Iteration 63Q (44941.400000 sec): 3 clusters
  Score: Raw -3557413.039748 + Penalty 11652.652072 = -3545760.387677
  nChanged 12
		SP:Iteration 64Q (44941.490000 sec): 3 clusters
  Score: Raw -3557416.093527 + Penalty 11652.652072 = -3545763.441455
  nChanged 12
		SP:Iteration 65Q (44941.590000 sec): 3 clusters
  Score: Raw -3557418.447033 + Penalty 11652.652072 = -3545765.794962
  nChanged 10
		SP:Iteration 66Q (44941.680000 sec): 3 clusters
  Score: Raw -3557420.893487 + Penalty 11652.652072 = -3545768.241415
  nChanged 8
		SP:Iteration 67Q (44941.770000 sec): 3 clusters
  Score: Raw -3557422.277820 + Penalty 11652.652072 = -3545769.625749
  nChanged 6
		SP:Iteration 68Q (44941.870000 sec): 3 clusters
  Score: Raw -3557424.014290 + Penalty 11652.652072 = -3545771.362218
  nChanged 8
		SP:Iteration 69Q (44941.960000 sec): 3 clusters
  Score: Raw -3557426.361185 + Penalty 11652.652072 = -3545773.709113
  nChanged 12
		SP:Iteration 70Q (44942.050000 sec): 3 clusters
  Score: Raw -3557429.646205 + Penalty 11652.652072 = -3545776.994133
  nChanged 16
		SP:Iteration 71Q (44942.140000 sec): 3 clusters
  Score: Raw -3557433.979334 + Penalty 11652.652072 = -3545781.327262
  nChanged 13
		SP:Iteration 72Q (44942.230000 sec): 3 clusters
  Score: Raw -3557436.972550 + Penalty 11652.652072 = -3545784.320478
  nChanged 11
		SP:Iteration 73Q (44942.330000 sec): 3 clusters
  Score: Raw -3557439.305158 + Penalty 11652.652072 = -3545786.653087
  nChanged 16
		SP:Iteration 74Q (44942.420000 sec): 3 clusters
  Score: Raw -3557442.905671 + Penalty 11652.652072 = -3545790.253600
  nChanged 17
		SP:Iteration 75Q (44942.510000 sec): 3 clusters
  Score: Raw -3557446.884896 + Penalty 11652.652072 = -3545794.232825
  nChanged 20
		SP:Iteration 76Q (44942.610000 sec): 3 clusters
  Score: Raw -3557452.845311 + Penalty 11652.652072 = -3545800.193240
  nChanged 21
		SP:Iteration 77Q (44942.700000 sec): 3 clusters
  Score: Raw -3557458.002494 + Penalty 11652.652072 = -3545805.350423
  nChanged 28
		SP:Iteration 78Q (44942.790000 sec): 3 clusters
  Score: Raw -3557465.042458 + Penalty 11652.652072 = -3545812.390386
  nChanged 28
		SP:Iteration 79Q (44942.890000 sec): 3 clusters
  Score: Raw -3557471.869062 + Penalty 11652.652072 = -3545819.216990
  nChanged 34
		SP:Iteration 80F (44942.990000 sec): 3 clusters
  Score: Raw -3557481.543918 + Penalty 11652.652072 = -3545828.891846
  nChanged 36
		SP:Iteration 81Q (44943.080000 sec): 3 clusters
  Score: Raw -3557491.344603 + Penalty 11652.652072 = -3545838.692531
  nChanged 34
		SP:Iteration 82Q (44943.170000 sec): 3 clusters
  Score: Raw -3557500.507725 + Penalty 11652.652072 = -3545847.855653
  nChanged 43
		SP:Iteration 83Q (44943.270000 sec): 3 clusters
  Score: Raw -3557513.432196 + Penalty 11652.652072 = -3545860.780124
  nChanged 54
		SP:Iteration 84Q (44943.360000 sec): 3 clusters
  Score: Raw -3557530.175204 + Penalty 11652.652072 = -3545877.523132
  nChanged 67
		SP:Iteration 85Q (44943.450000 sec): 3 clusters
  Score: Raw -3557559.686144 + Penalty 11652.652072 = -3545907.034073
  nChanged 88
		SP:Iteration 86Q (44943.540000 sec): 3 clusters
  Score: Raw -3557597.793280 + Penalty 11652.652072 = -3545945.141209
  nChanged 89
		SP:Iteration 87Q (44943.630000 sec): 3 clusters
  Score: Raw -3557641.242850 + Penalty 11652.652072 = -3545988.590778
  nChanged 130
		SP:Iteration 88Q (44943.720000 sec): 3 clusters
  Score: Raw -3557725.030701 + Penalty 11652.652072 = -3546072.378630
  nChanged 191
		SP:Iteration 89Q (44943.810000 sec): 3 clusters
  Score: Raw -3557921.624143 + Penalty 11652.652072 = -3546268.972071
  nChanged 288
		SP:Iteration 90Q (44943.910000 sec): 3 clusters
  Score: Raw -3558407.676171 + Penalty 11652.652072 = -3546755.024099
  nChanged 401
		SP:Iteration 91Q (44943.990000 sec): 3 clusters
  Score: Raw -3559394.829466 + Penalty 11652.652072 = -3547742.177395
  nChanged 326
		SP:Iteration 92Q (44944.070000 sec): 3 clusters
  Score: Raw -3560023.928402 + Penalty 11652.652072 = -3548371.276330
  nChanged 201
		SP:Iteration 93Q (44944.150000 sec): 3 clusters
  Score: Raw -3560223.636792 + Penalty 11652.652072 = -3548570.984720
  nChanged 84
		SP:Iteration 94Q (44944.230000 sec): 3 clusters
  Score: Raw -3560266.544411 + Penalty 11652.652072 = -3548613.892339
  nChanged 31
		SP:Iteration 95Q (44944.300000 sec): 3 clusters
  Score: Raw -3560278.283392 + Penalty 11652.652072 = -3548625.631321
  nChanged 14
		SP:Iteration 96Q (44944.380000 sec): 3 clusters
  Score: Raw -3560283.794222 + Penalty 11652.652072 = -3548631.142150
  nChanged 8
		SP:Iteration 97Q (44944.450000 sec): 3 clusters
  Score: Raw -3560286.488255 + Penalty 11652.652072 = -3548633.836184
  nChanged 5
		SP:Iteration 98Q (44944.530000 sec): 3 clusters
  Score: Raw -3560287.796555 + Penalty 11652.652072 = -3548635.144483
  nChanged 2
		SP:Iteration 99Q (44944.600000 sec): 3 clusters
  Score: Raw -3560288.229013 + Penalty 11652.652072 = -3548635.576941
  nChanged 0
		SP:Iteration 100F (44944.700000 sec): 3 clusters
  Score: Raw -3560288.229013 + Penalty 11652.652072 = -3548635.576941
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44944.730000 sec): 2 clusters
  Score: Raw -372199.756021 + Penalty 4449.218463 = -367750.537558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44944.730000 sec): 3 clusters
  Score: Raw -372238.398544 + Penalty 8898.436925 = -363339.961619
  nChanged 294
		SP:Iteration 1F (44944.750000 sec): 3 clusters
  Score: Raw -372797.965334 + Penalty 8898.436925 = -363899.528409
  nChanged 105
		SP:Iteration 2F (44944.760000 sec): 3 clusters
  Score: Raw -373135.411205 + Penalty 8898.436925 = -364236.974280
  nChanged 96
		SP:Iteration 3F (44944.770000 sec): 3 clusters
  Score: Raw -373415.299853 + Penalty 8898.436925 = -364516.862928
  nChanged 52
		SP:Iteration 4Q (44944.780000 sec): 3 clusters
  Score: Raw -373652.930867 + Penalty 8898.436925 = -364754.493942
  nChanged 47
		SP:Iteration 5Q (44944.790000 sec): 3 clusters
  Score: Raw -373884.034003 + Penalty 8898.436925 = -364985.597078
  nChanged 41
		SP:Iteration 6Q (44944.800000 sec): 3 clusters
  Score: Raw -374073.799064 + Penalty 8898.436925 = -365175.362139
  nChanged 38
		SP:Iteration 7Q (44944.810000 sec): 3 clusters
  Score: Raw -374302.055552 + Penalty 8898.436925 = -365403.618627
  nChanged 45
		SP:Iteration 8Q (44944.810000 sec): 3 clusters
  Score: Raw -374619.580655 + Penalty 8898.436925 = -365721.143730
  nChanged 41
		SP:Iteration 9Q (44944.820000 sec): 3 clusters
  Score: Raw -374847.534637 + Penalty 8898.436925 = -365949.097712
  nChanged 20
		SP:Iteration 10Q (44944.830000 sec): 3 clusters
  Score: Raw -374931.947003 + Penalty 8898.436925 = -366033.510078
  nChanged 17
		SP:Iteration 11Q (44944.840000 sec): 3 clusters
  Score: Raw -375015.252606 + Penalty 8898.436925 = -366116.815681
  nChanged 18
		SP:Iteration 12Q (44944.850000 sec): 3 clusters
  Score: Raw -375098.584638 + Penalty 8898.436925 = -366200.147713
  nChanged 14
		SP:Iteration 13Q (44944.860000 sec): 3 clusters
  Score: Raw -375152.150364 + Penalty 8898.436925 = -366253.713439
  nChanged 12
		SP:Iteration 14Q (44944.870000 sec): 3 clusters
  Score: Raw -375201.805601 + Penalty 8898.436925 = -366303.368676
  nChanged 10
		SP:Iteration 15Q (44944.870000 sec): 3 clusters
  Score: Raw -375247.099867 + Penalty 8898.436925 = -366348.662942
  nChanged 9
		SP:Iteration 16Q (44944.880000 sec): 3 clusters
  Score: Raw -375283.208297 + Penalty 8898.436925 = -366384.771372
  nChanged 7
		SP:Iteration 17Q (44944.890000 sec): 3 clusters
  Score: Raw -375326.482534 + Penalty 8898.436925 = -366428.045609
  nChanged 9
		SP:Iteration 18Q (44944.900000 sec): 3 clusters
  Score: Raw -375362.971677 + Penalty 8898.436925 = -366464.534752
  nChanged 4
		SP:Iteration 19Q (44944.910000 sec): 3 clusters
  Score: Raw -375386.456569 + Penalty 8898.436925 = -366488.019644
  nChanged 3
		SP:Iteration 20F (44944.910000 sec): 3 clusters
  Score: Raw -375403.560499 + Penalty 8898.436925 = -366505.123574
  nChanged 1
		SP:Iteration 21Q (44944.930000 sec): 3 clusters
  Score: Raw -375407.170616 + Penalty 8898.436925 = -366508.733691
  nChanged 1
		SP:Iteration 22Q (44944.930000 sec): 3 clusters
  Score: Raw -375412.716860 + Penalty 8898.436925 = -366514.279935
  nChanged 2
		SP:Iteration 23Q (44944.940000 sec): 3 clusters
  Score: Raw -375418.953859 + Penalty 8898.436925 = -366520.516933
  nChanged 2
		SP:Iteration 24Q (44944.950000 sec): 3 clusters
  Score: Raw -375430.683925 + Penalty 8898.436925 = -366532.247000
  nChanged 3
		SP:Iteration 25Q (44944.960000 sec): 3 clusters
  Score: Raw -375438.695295 + Penalty 8898.436925 = -366540.258370
  nChanged 2
		SP:Iteration 26Q (44944.970000 sec): 3 clusters
  Score: Raw -375444.883590 + Penalty 8898.436925 = -366546.446665
  nChanged 1
		SP:Iteration 27Q (44944.970000 sec): 3 clusters
  Score: Raw -375448.114769 + Penalty 8898.436925 = -366549.677844
  nChanged 1
		SP:Iteration 28Q (44944.980000 sec): 3 clusters
  Score: Raw -375452.865498 + Penalty 8898.436925 = -366554.428573
  nChanged 1
		SP:Iteration 29Q (44944.990000 sec): 3 clusters
  Score: Raw -375457.701323 + Penalty 8898.436925 = -366559.264397
  nChanged 2
		SP:Iteration 30Q (44945.000000 sec): 3 clusters
  Score: Raw -375464.286823 + Penalty 8898.436925 = -366565.849898
  nChanged 2
		SP:Iteration 31Q (44945.010000 sec): 3 clusters
  Score: Raw -375472.984988 + Penalty 8898.436925 = -366574.548063
  nChanged 2
		SP:Iteration 32Q (44945.010000 sec): 3 clusters
  Score: Raw -375482.895519 + Penalty 8898.436925 = -366584.458594
  nChanged 0
		SP:Iteration 33F (44945.020000 sec): 3 clusters
  Score: Raw -375482.895519 + Penalty 8898.436925 = -366584.458594
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 54 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44945.030000 sec): 2 clusters
  Score: Raw -43291.925633 + Penalty 3173.842425 = -40118.083208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44945.030000 sec): 3 clusters
  Score: Raw -44239.172951 + Penalty 6347.684849 = -37891.488102
  nChanged 1
		SP:Iteration 1Q (44945.030000 sec): 3 clusters
  Score: Raw -44251.734949 + Penalty 6347.684849 = -37904.050100
  nChanged 0
		SP:Iteration 2F (44945.040000 sec): 3 clusters
  Score: Raw -44251.734949 + Penalty 6347.684849 = -37904.050100
  nChanged 0
Iteration 339Q (44979.310000 sec): 55 clusters
  Score: Raw -522497465.777844 + Penalty 479762.270088 = -522017703.507757
  nChanged 35
Iteration 340F (45272.340000 sec): 55 clusters
  Score: Raw -522497471.447823 + Penalty 479762.270088 = -522017709.177736
  nChanged 37
Iteration 341Q (45306.680000 sec): 55 clusters
  Score: Raw -522497485.401791 + Penalty 479762.270088 = -522017723.131703
  nChanged 25
Iteration 342Q (45341.030000 sec): 55 clusters
  Score: Raw -522497486.169057 + Penalty 479762.270088 = -522017723.898969
  nChanged 27
Iteration 343Q (45375.370000 sec): 55 clusters
  Score: Raw -522497487.854696 + Penalty 479762.270088 = -522017725.584608
  nChanged 16
Iteration 344Q (45409.700000 sec): 55 clusters
  Score: Raw -522497488.616391 + Penalty 479762.270088 = -522017726.346303
  nChanged 20
Iteration 345Q (45444.000000 sec): 55 clusters
  Score: Raw -522497489.559681 + Penalty 479762.270088 = -522017727.289594
  nChanged 20
Iteration 346Q (45478.410000 sec): 55 clusters
  Score: Raw -522497490.645351 + Penalty 479762.270088 = -522017728.375264
  nChanged 26
Iteration 347Q (45512.840000 sec): 55 clusters
  Score: Raw -522497493.989783 + Penalty 479762.270088 = -522017731.719696
  nChanged 38
Iteration 348Q (45547.290000 sec): 55 clusters
  Score: Raw -522497496.963056 + Penalty 479762.270088 = -522017734.692968
  nChanged 40
Iteration 349Q (45581.730000 sec): 55 clusters
  Score: Raw -522497499.927826 + Penalty 479762.270088 = -522017737.657739
  nChanged 28
Iteration 350Q (45616.160000 sec): 55 clusters
  Score: Raw -522497501.434377 + Penalty 479762.270088 = -522017739.164290
  nChanged 29
Iteration 351Q (45650.610000 sec): 55 clusters
  Score: Raw -522497502.791834 + Penalty 479762.270088 = -522017740.521746
  nChanged 33
Iteration 352Q (45685.070000 sec): 55 clusters
  Score: Raw -522497504.188800 + Penalty 479762.270088 = -522017741.918713
  nChanged 31
Iteration 353Q (45719.550000 sec): 55 clusters
  Score: Raw -522497506.133791 + Penalty 479762.270088 = -522017743.863703
  nChanged 45
Iteration 354Q (45753.960000 sec): 55 clusters
  Score: Raw -522497515.976165 + Penalty 479762.270088 = -522017753.706078
  nChanged 40
Iteration 355Q (45788.380000 sec): 55 clusters
  Score: Raw -522497521.414302 + Penalty 479762.270088 = -522017759.144214
  nChanged 31
Iteration 356Q (45822.860000 sec): 55 clusters
  Score: Raw -522497523.098842 + Penalty 479762.270088 = -522017760.828754
  nChanged 26
Iteration 357Q (45857.260000 sec): 55 clusters
  Score: Raw -522497524.199196 + Penalty 479762.270088 = -522017761.929109
  nChanged 23
Iteration 358Q (45891.670000 sec): 55 clusters
  Score: Raw -522497525.389899 + Penalty 479762.270088 = -522017763.119811
  nChanged 21
Iteration 359Q (45923.950000 sec): 55 clusters
  Score: Raw -522497526.565231 + Penalty 479762.270088 = -522017764.295144
  nChanged 23
Iteration 360F (46204.890000 sec): 55 clusters
  Score: Raw -522497527.759100 + Penalty 479762.270088 = -522017765.489012
  nChanged 22
Iteration 361Q (46236.750000 sec): 55 clusters
  Score: Raw -522497528.665546 + Penalty 479762.270088 = -522017766.395459
  nChanged 17
Iteration 362Q (46268.190000 sec): 55 clusters
  Score: Raw -522497529.398656 + Penalty 479762.270088 = -522017767.128569
  nChanged 12
Iteration 363Q (46300.260000 sec): 55 clusters
  Score: Raw -522497529.775813 + Penalty 479762.270088 = -522017767.505725
  nChanged 16
Iteration 364Q (46331.880000 sec): 55 clusters
  Score: Raw -522497530.205048 + Penalty 479762.270088 = -522017767.934961
  nChanged 9
Iteration 365Q (46363.710000 sec): 55 clusters
  Score: Raw -522497530.532695 + Penalty 479762.270088 = -522017768.262607
  nChanged 8
Iteration 366Q (46395.800000 sec): 55 clusters
  Score: Raw -522497530.706222 + Penalty 479762.270088 = -522017768.436135
  nChanged 10
Iteration 367Q (46427.820000 sec): 55 clusters
  Score: Raw -522497531.263150 + Penalty 479762.270088 = -522017768.993062
  nChanged 15
Iteration 368Q (46459.620000 sec): 55 clusters
  Score: Raw -522497532.149444 + Penalty 479762.270088 = -522017769.879357
  nChanged 15
Iteration 369Q (46491.910000 sec): 55 clusters
  Score: Raw -522497533.646981 + Penalty 479762.270088 = -522017771.376894
  nChanged 26
Iteration 370Q (46523.890000 sec): 55 clusters
  Score: Raw -522497535.516418 + Penalty 479762.270088 = -522017773.246330
  nChanged 21
Iteration 371Q (46555.790000 sec): 55 clusters
  Score: Raw -522497537.509806 + Penalty 479762.270088 = -522017775.239719
  nChanged 31
Iteration 372Q (46587.340000 sec): 55 clusters
  Score: Raw -522497539.731960 + Penalty 479762.270088 = -522017777.461872
  nChanged 23
Iteration 373Q (46619.250000 sec): 55 clusters
  Score: Raw -522497541.024018 + Penalty 479762.270088 = -522017778.753931
  nChanged 31
Iteration 374Q (46651.330000 sec): 55 clusters
  Score: Raw -522497543.159573 + Penalty 479762.270088 = -522017780.889486
  nChanged 27
Iteration 375Q (46683.740000 sec): 55 clusters
  Score: Raw -522497544.860438 + Penalty 479762.270088 = -522017782.590350
  nChanged 36
Iteration 376Q (46715.710000 sec): 55 clusters
  Score: Raw -522497547.615923 + Penalty 479762.270088 = -522017785.345836
  nChanged 53
Iteration 377Q (46747.220000 sec): 55 clusters
  Score: Raw -522497550.668121 + Penalty 479762.270088 = -522017788.398033
  nChanged 50
Iteration 378Q (46779.340000 sec): 55 clusters
  Score: Raw -522497553.756363 + Penalty 479762.270088 = -522017791.486275
  nChanged 45
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522497553.756363 + Penalty 479762.270088 = -522017791.486275
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (50927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46779.960000 sec): 2 clusters
  Score: Raw -12894606.411431 + Penalty 6638.365965 = -12887968.045467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46780.340000 sec): 3 clusters
  Score: Raw -12865062.629027 + Penalty 13276.731929 = -12851785.897097
  nChanged 22398
		SP:Iteration 1F (46780.720000 sec): 3 clusters
  Score: Raw -12877749.622901 + Penalty 13276.731929 = -12864472.890972
  nChanged 3207
		SP:Iteration 2F (46781.090000 sec): 3 clusters
  Score: Raw -12879469.848507 + Penalty 13276.731929 = -12866193.116577
  nChanged 3136
		SP:Iteration 3F (46781.470000 sec): 3 clusters
  Score: Raw -12881318.016535 + Penalty 13276.731929 = -12868041.284605
  nChanged 3095
		SP:Iteration 4F (46781.860000 sec): 3 clusters
  Score: Raw -12883285.319137 + Penalty 13276.731929 = -12870008.587207
  nChanged 3105
		SP:Iteration 5F (46782.240000 sec): 3 clusters
  Score: Raw -12885268.525979 + Penalty 13276.731929 = -12871991.794050
  nChanged 3057
		SP:Iteration 6F (46782.630000 sec): 3 clusters
  Score: Raw -12887160.069360 + Penalty 13276.731929 = -12873883.337431
  nChanged 2708
		SP:Iteration 7F (46783.020000 sec): 3 clusters
  Score: Raw -12888680.588401 + Penalty 13276.731929 = -12875403.856472
  nChanged 2380
		SP:Iteration 8Q (46783.400000 sec): 3 clusters
  Score: Raw -12889842.294853 + Penalty 13276.731929 = -12876565.562923
  nChanged 1968
		SP:Iteration 9Q (46783.790000 sec): 3 clusters
  Score: Raw -12890691.266652 + Penalty 13276.731929 = -12877414.534722
  nChanged 1612
		SP:Iteration 10Q (46784.160000 sec): 3 clusters
  Score: Raw -12891301.941013 + Penalty 13276.731929 = -12878025.209083
  nChanged 1329
		SP:Iteration 11Q (46784.540000 sec): 3 clusters
  Score: Raw -12891765.819204 + Penalty 13276.731929 = -12878489.087274
  nChanged 1127
		SP:Iteration 12Q (46784.920000 sec): 3 clusters
  Score: Raw -12892134.725343 + Penalty 13276.731929 = -12878857.993414
  nChanged 1009
		SP:Iteration 13Q (46785.300000 sec): 3 clusters
  Score: Raw -12892450.850082 + Penalty 13276.731929 = -12879174.118152
  nChanged 898
		SP:Iteration 14Q (46785.680000 sec): 3 clusters
  Score: Raw -12892724.439589 + Penalty 13276.731929 = -12879447.707659
  nChanged 838
		SP:Iteration 15Q (46786.050000 sec): 3 clusters
  Score: Raw -12893001.465042 + Penalty 13276.731929 = -12879724.733113
  nChanged 819
		SP:Iteration 16Q (46786.420000 sec): 3 clusters
  Score: Raw -12893270.471373 + Penalty 13276.731929 = -12879993.739443
  nChanged 802
		SP:Iteration 17Q (46786.790000 sec): 3 clusters
  Score: Raw -12893518.515710 + Penalty 13276.731929 = -12880241.783781
  nChanged 761
		SP:Iteration 18Q (46787.150000 sec): 3 clusters
  Score: Raw -12893732.732569 + Penalty 13276.731929 = -12880456.000640
  nChanged 669
		SP:Iteration 19Q (46787.520000 sec): 3 clusters
  Score: Raw -12893914.315821 + Penalty 13276.731929 = -12880637.583892
  nChanged 638
		SP:Iteration 20F (46787.890000 sec): 3 clusters
  Score: Raw -12894077.920142 + Penalty 13276.731929 = -12880801.188212
  nChanged 611
		SP:Iteration 21Q (46788.250000 sec): 3 clusters
  Score: Raw -12894221.369344 + Penalty 13276.731929 = -12880944.637415
  nChanged 539
		SP:Iteration 22Q (46788.610000 sec): 3 clusters
  Score: Raw -12894355.385547 + Penalty 13276.731929 = -12881078.653618
  nChanged 521
		SP:Iteration 23Q (46788.970000 sec): 3 clusters
  Score: Raw -12894489.786210 + Penalty 13276.731929 = -12881213.054281
  nChanged 545
		SP:Iteration 24Q (46789.330000 sec): 3 clusters
  Score: Raw -12894653.043601 + Penalty 13276.731929 = -12881376.311672
  nChanged 597
		SP:Iteration 25Q (46789.690000 sec): 3 clusters
  Score: Raw -12894839.912529 + Penalty 13276.731929 = -12881563.180600
  nChanged 576
		SP:Iteration 26Q (46790.050000 sec): 3 clusters
  Score: Raw -12895026.512839 + Penalty 13276.731929 = -12881749.780910
  nChanged 561
		SP:Iteration 27Q (46790.410000 sec): 3 clusters
  Score: Raw -12895218.052454 + Penalty 13276.731929 = -12881941.320524
  nChanged 585
		SP:Iteration 28Q (46790.770000 sec): 3 clusters
  Score: Raw -12895404.408383 + Penalty 13276.731929 = -12882127.676454
  nChanged 548
		SP:Iteration 29Q (46791.130000 sec): 3 clusters
  Score: Raw -12895564.941824 + Penalty 13276.731929 = -12882288.209895
  nChanged 557
		SP:Iteration 30Q (46791.480000 sec): 3 clusters
  Score: Raw -12895715.441851 + Penalty 13276.731929 = -12882438.709922
  nChanged 491
		SP:Iteration 31Q (46791.840000 sec): 3 clusters
  Score: Raw -12895837.747143 + Penalty 13276.731929 = -12882561.015214
  nChanged 461
		SP:Iteration 32Q (46792.200000 sec): 3 clusters
  Score: Raw -12895948.343781 + Penalty 13276.731929 = -12882671.611852
  nChanged 450
		SP:Iteration 33Q (46792.560000 sec): 3 clusters
  Score: Raw -12896049.029495 + Penalty 13276.731929 = -12882772.297565
  nChanged 397
		SP:Iteration 34Q (46792.920000 sec): 3 clusters
  Score: Raw -12896141.674675 + Penalty 13276.731929 = -12882864.942746
  nChanged 407
		SP:Iteration 35Q (46793.270000 sec): 3 clusters
  Score: Raw -12896230.699840 + Penalty 13276.731929 = -12882953.967911
  nChanged 385
		SP:Iteration 36Q (46793.640000 sec): 3 clusters
  Score: Raw -12896309.529115 + Penalty 13276.731929 = -12883032.797185
  nChanged 339
		SP:Iteration 37Q (46794.000000 sec): 3 clusters
  Score: Raw -12896380.352864 + Penalty 13276.731929 = -12883103.620935
  nChanged 296
		SP:Iteration 38Q (46794.370000 sec): 3 clusters
  Score: Raw -12896440.290939 + Penalty 13276.731929 = -12883163.559009
  nChanged 292
		SP:Iteration 39Q (46794.730000 sec): 3 clusters
  Score: Raw -12896496.087054 + Penalty 13276.731929 = -12883219.355124
  nChanged 282
		SP:Iteration 40F (46795.120000 sec): 3 clusters
  Score: Raw -12896548.050276 + Penalty 13276.731929 = -12883271.318347
  nChanged 257
		SP:Iteration 41Q (46795.480000 sec): 3 clusters
  Score: Raw -12896594.077079 + Penalty 13276.731929 = -12883317.345149
  nChanged 245
		SP:Iteration 42Q (46795.850000 sec): 3 clusters
  Score: Raw -12896637.893611 + Penalty 13276.731929 = -12883361.161681
  nChanged 263
		SP:Iteration 43Q (46796.210000 sec): 3 clusters
  Score: Raw -12896686.793616 + Penalty 13276.731929 = -12883410.061687
  nChanged 290
		SP:Iteration 44Q (46796.570000 sec): 3 clusters
  Score: Raw -12896741.754028 + Penalty 13276.731929 = -12883465.022098
  nChanged 303
		SP:Iteration 45Q (46796.940000 sec): 3 clusters
  Score: Raw -12896797.509497 + Penalty 13276.731929 = -12883520.777568
  nChanged 275
		SP:Iteration 46Q (46797.300000 sec): 3 clusters
  Score: Raw -12896849.692037 + Penalty 13276.731929 = -12883572.960107
  nChanged 263
		SP:Iteration 47Q (46797.650000 sec): 3 clusters
  Score: Raw -12896898.464966 + Penalty 13276.731929 = -12883621.733037
  nChanged 239
		SP:Iteration 48Q (46798.010000 sec): 3 clusters
  Score: Raw -12896939.850946 + Penalty 13276.731929 = -12883663.119017
  nChanged 233
		SP:Iteration 49Q (46798.370000 sec): 3 clusters
  Score: Raw -12896980.179296 + Penalty 13276.731929 = -12883703.447366
  nChanged 251
		SP:Iteration 50Q (46798.740000 sec): 3 clusters
  Score: Raw -12897027.181803 + Penalty 13276.731929 = -12883750.449873
  nChanged 242
		SP:Iteration 51Q (46799.100000 sec): 3 clusters
  Score: Raw -12897070.949751 + Penalty 13276.731929 = -12883794.217822
  nChanged 262
		SP:Iteration 52Q (46799.440000 sec): 3 clusters
  Score: Raw -12897118.117176 + Penalty 13276.731929 = -12883841.385247
  nChanged 256
		SP:Iteration 53Q (46799.800000 sec): 3 clusters
  Score: Raw -12897169.460352 + Penalty 13276.731929 = -12883892.728423
  nChanged 264
		SP:Iteration 54Q (46800.140000 sec): 3 clusters
  Score: Raw -12897226.559402 + Penalty 13276.731929 = -12883949.827472
  nChanged 251
		SP:Iteration 55Q (46800.490000 sec): 3 clusters
  Score: Raw -12897279.898004 + Penalty 13276.731929 = -12884003.166075
  nChanged 249
		SP:Iteration 56Q (46800.840000 sec): 3 clusters
  Score: Raw -12897341.012998 + Penalty 13276.731929 = -12884064.281069
  nChanged 283
		SP:Iteration 57Q (46801.180000 sec): 3 clusters
  Score: Raw -12897410.785937 + Penalty 13276.731929 = -12884134.054008
  nChanged 283
		SP:Iteration 58Q (46801.530000 sec): 3 clusters
  Score: Raw -12897483.101386 + Penalty 13276.731929 = -12884206.369457
  nChanged 291
		SP:Iteration 59Q (46801.880000 sec): 3 clusters
  Score: Raw -12897562.781979 + Penalty 13276.731929 = -12884286.050050
  nChanged 332
		SP:Iteration 60F (46802.270000 sec): 3 clusters
  Score: Raw -12897664.899721 + Penalty 13276.731929 = -12884388.167792
  nChanged 327
		SP:Iteration 61Q (46802.620000 sec): 3 clusters
  Score: Raw -12897779.168535 + Penalty 13276.731929 = -12884502.436606
  nChanged 339
		SP:Iteration 62Q (46802.980000 sec): 3 clusters
  Score: Raw -12897917.244253 + Penalty 13276.731929 = -12884640.512324
  nChanged 339
		SP:Iteration 63Q (46803.320000 sec): 3 clusters
  Score: Raw -12898070.098182 + Penalty 13276.731929 = -12884793.366252
  nChanged 356
		SP:Iteration 64Q (46803.660000 sec): 3 clusters
  Score: Raw -12898249.745571 + Penalty 13276.731929 = -12884973.013641
  nChanged 368
		SP:Iteration 65Q (46804.000000 sec): 3 clusters
  Score: Raw -12898444.379106 + Penalty 13276.731929 = -12885167.647176
  nChanged 373
		SP:Iteration 66Q (46804.330000 sec): 3 clusters
  Score: Raw -12898599.329185 + Penalty 13276.731929 = -12885322.597256
  nChanged 306
		SP:Iteration 67Q (46804.660000 sec): 3 clusters
  Score: Raw -12898702.454926 + Penalty 13276.731929 = -12885425.722997
  nChanged 260
		SP:Iteration 68Q (46804.990000 sec): 3 clusters
  Score: Raw -12898771.943564 + Penalty 13276.731929 = -12885495.211634
  nChanged 216
		SP:Iteration 69Q (46805.320000 sec): 3 clusters
  Score: Raw -12898821.467614 + Penalty 13276.731929 = -12885544.735684
  nChanged 177
		SP:Iteration 70Q (46805.640000 sec): 3 clusters
  Score: Raw -12898856.130721 + Penalty 13276.731929 = -12885579.398792
  nChanged 145
		SP:Iteration 71Q (46805.970000 sec): 3 clusters
  Score: Raw -12898880.832896 + Penalty 13276.731929 = -12885604.100967
  nChanged 111
		SP:Iteration 72Q (46806.290000 sec): 3 clusters
  Score: Raw -12898899.339515 + Penalty 13276.731929 = -12885622.607585
  nChanged 85
		SP:Iteration 73Q (46806.610000 sec): 3 clusters
  Score: Raw -12898913.316492 + Penalty 13276.731929 = -12885636.584563
  nChanged 83
		SP:Iteration 74Q (46806.930000 sec): 3 clusters
  Score: Raw -12898929.755070 + Penalty 13276.731929 = -12885653.023141
  nChanged 85
		SP:Iteration 75Q (46807.250000 sec): 3 clusters
  Score: Raw -12898947.865968 + Penalty 13276.731929 = -12885671.134038
  nChanged 86
		SP:Iteration 76Q (46807.570000 sec): 3 clusters
  Score: Raw -12898965.100541 + Penalty 13276.731929 = -12885688.368611
  nChanged 90
		SP:Iteration 77Q (46807.890000 sec): 3 clusters
  Score: Raw -12898983.319041 + Penalty 13276.731929 = -12885706.587112
  nChanged 74
		SP:Iteration 78Q (46808.210000 sec): 3 clusters
  Score: Raw -12898998.406238 + Penalty 13276.731929 = -12885721.674308
  nChanged 81
		SP:Iteration 79Q (46808.520000 sec): 3 clusters
  Score: Raw -12899013.716233 + Penalty 13276.731929 = -12885736.984304
  nChanged 82
		SP:Iteration 80F (46808.900000 sec): 3 clusters
  Score: Raw -12899033.770343 + Penalty 13276.731929 = -12885757.038413
  nChanged 78
		SP:Iteration 81Q (46809.220000 sec): 3 clusters
  Score: Raw -12899050.976980 + Penalty 13276.731929 = -12885774.245051
  nChanged 76
		SP:Iteration 82Q (46809.530000 sec): 3 clusters
  Score: Raw -12899067.837009 + Penalty 13276.731929 = -12885791.105079
  nChanged 66
		SP:Iteration 83Q (46809.850000 sec): 3 clusters
  Score: Raw -12899083.660654 + Penalty 13276.731929 = -12885806.928725
  nChanged 66
		SP:Iteration 84Q (46810.160000 sec): 3 clusters
  Score: Raw -12899097.652472 + Penalty 13276.731929 = -12885820.920542
  nChanged 68
		SP:Iteration 85Q (46810.480000 sec): 3 clusters
  Score: Raw -12899114.057423 + Penalty 13276.731929 = -12885837.325494
  nChanged 75
		SP:Iteration 86Q (46810.790000 sec): 3 clusters
  Score: Raw -12899131.952520 + Penalty 13276.731929 = -12885855.220591
  nChanged 83
		SP:Iteration 87Q (46811.110000 sec): 3 clusters
  Score: Raw -12899155.916748 + Penalty 13276.731929 = -12885879.184818
  nChanged 68
		SP:Iteration 88Q (46811.440000 sec): 3 clusters
  Score: Raw -12899172.798807 + Penalty 13276.731929 = -12885896.066878
  nChanged 73
		SP:Iteration 89Q (46811.760000 sec): 3 clusters
  Score: Raw -12899189.773881 + Penalty 13276.731929 = -12885913.041952
  nChanged 84
		SP:Iteration 90Q (46812.070000 sec): 3 clusters
  Score: Raw -12899205.174512 + Penalty 13276.731929 = -12885928.442583
  nChanged 53
		SP:Iteration 91Q (46812.380000 sec): 3 clusters
  Score: Raw -12899215.570547 + Penalty 13276.731929 = -12885938.838618
  nChanged 50
		SP:Iteration 92Q (46812.690000 sec): 3 clusters
  Score: Raw -12899226.308844 + Penalty 13276.731929 = -12885949.576915
  nChanged 49
		SP:Iteration 93Q (46813.000000 sec): 3 clusters
  Score: Raw -12899236.583401 + Penalty 13276.731929 = -12885959.851472
  nChanged 55
		SP:Iteration 94Q (46813.310000 sec): 3 clusters
  Score: Raw -12899246.719977 + Penalty 13276.731929 = -12885969.988048
  nChanged 54
		SP:Iteration 95Q (46813.620000 sec): 3 clusters
  Score: Raw -12899254.520266 + Penalty 13276.731929 = -12885977.788337
  nChanged 40
		SP:Iteration 96Q (46813.920000 sec): 3 clusters
  Score: Raw -12899259.454895 + Penalty 13276.731929 = -12885982.722966
  nChanged 27
		SP:Iteration 97Q (46814.230000 sec): 3 clusters
  Score: Raw -12899262.422392 + Penalty 13276.731929 = -12885985.690463
  nChanged 26
		SP:Iteration 98Q (46814.540000 sec): 3 clusters
  Score: Raw -12899265.218731 + Penalty 13276.731929 = -12885988.486802
  nChanged 25
		SP:Iteration 99Q (46814.840000 sec): 3 clusters
  Score: Raw -12899268.269774 + Penalty 13276.731929 = -12885991.537844
  nChanged 18
		SP:Iteration 100F (46815.220000 sec): 3 clusters
  Score: Raw -12899270.431848 + Penalty 13276.731929 = -12885993.699918
  nChanged 23
		SP:Iteration 101Q (46815.530000 sec): 3 clusters
  Score: Raw -12899272.850189 + Penalty 13276.731929 = -12885996.118260
  nChanged 7
		SP:Iteration 102Q (46815.840000 sec): 3 clusters
  Score: Raw -12899273.402596 + Penalty 13276.731929 = -12885996.670666
  nChanged 4
		SP:Iteration 103Q (46816.140000 sec): 3 clusters
  Score: Raw -12899273.803315 + Penalty 13276.731929 = -12885997.071386
  nChanged 6
		SP:Iteration 104Q (46816.460000 sec): 3 clusters
  Score: Raw -12899274.385150 + Penalty 13276.731929 = -12885997.653221
  nChanged 8
		SP:Iteration 105Q (46816.770000 sec): 3 clusters
  Score: Raw -12899275.051546 + Penalty 13276.731929 = -12885998.319617
  nChanged 6
		SP:Iteration 106Q (46817.070000 sec): 3 clusters
  Score: Raw -12899275.629723 + Penalty 13276.731929 = -12885998.897793
  nChanged 9
		SP:Iteration 107Q (46817.380000 sec): 3 clusters
  Score: Raw -12899276.494602 + Penalty 13276.731929 = -12885999.762673
  nChanged 6
		SP:Iteration 108Q (46817.690000 sec): 3 clusters
  Score: Raw -12899276.992020 + Penalty 13276.731929 = -12886000.260090
  nChanged 5
		SP:Iteration 109Q (46818.000000 sec): 3 clusters
  Score: Raw -12899277.549011 + Penalty 13276.731929 = -12886000.817081
  nChanged 6
		SP:Iteration 110Q (46818.300000 sec): 3 clusters
  Score: Raw -12899278.108040 + Penalty 13276.731929 = -12886001.376110
  nChanged 4
		SP:Iteration 111Q (46818.610000 sec): 3 clusters
  Score: Raw -12899278.458295 + Penalty 13276.731929 = -12886001.726366
  nChanged 4
		SP:Iteration 112Q (46818.920000 sec): 3 clusters
  Score: Raw -12899278.883233 + Penalty 13276.731929 = -12886002.151304
  nChanged 10
		SP:Iteration 113Q (46819.230000 sec): 3 clusters
  Score: Raw -12899279.916241 + Penalty 13276.731929 = -12886003.184311
  nChanged 13
		SP:Iteration 114Q (46819.540000 sec): 3 clusters
  Score: Raw -12899281.151570 + Penalty 13276.731929 = -12886004.419641
  nChanged 8
		SP:Iteration 115Q (46819.840000 sec): 3 clusters
  Score: Raw -12899281.830466 + Penalty 13276.731929 = -12886005.098537
  nChanged 8
		SP:Iteration 116Q (46820.140000 sec): 3 clusters
  Score: Raw -12899282.569324 + Penalty 13276.731929 = -12886005.837395
  nChanged 4
		SP:Iteration 117Q (46820.450000 sec): 3 clusters
  Score: Raw -12899282.908848 + Penalty 13276.731929 = -12886006.176918
  nChanged 4
		SP:Iteration 118Q (46820.760000 sec): 3 clusters
  Score: Raw -12899283.155746 + Penalty 13276.731929 = -12886006.423816
  nChanged 2
		SP:Iteration 119Q (46821.070000 sec): 3 clusters
  Score: Raw -12899283.395579 + Penalty 13276.731929 = -12886006.663650
  nChanged 2
		SP:Iteration 120F (46821.440000 sec): 3 clusters
  Score: Raw -12899283.553852 + Penalty 13276.731929 = -12886006.821923
  nChanged 3
		SP:Iteration 121Q (46821.750000 sec): 3 clusters
  Score: Raw -12899283.889628 + Penalty 13276.731929 = -12886007.157698
  nChanged 3
		SP:Iteration 122Q (46822.050000 sec): 3 clusters
  Score: Raw -12899284.106693 + Penalty 13276.731929 = -12886007.374763
  nChanged 4
		SP:Iteration 123Q (46822.360000 sec): 3 clusters
  Score: Raw -12899284.517033 + Penalty 13276.731929 = -12886007.785104
  nChanged 6
		SP:Iteration 124Q (46822.660000 sec): 3 clusters
  Score: Raw -12899285.115303 + Penalty 13276.731929 = -12886008.383373
  nChanged 7
		SP:Iteration 125Q (46822.970000 sec): 3 clusters
  Score: Raw -12899285.879255 + Penalty 13276.731929 = -12886009.147325
  nChanged 5
		SP:Iteration 126Q (46823.270000 sec): 3 clusters
  Score: Raw -12899286.411288 + Penalty 13276.731929 = -12886009.679359
  nChanged 4
		SP:Iteration 127Q (46823.580000 sec): 3 clusters
  Score: Raw -12899286.767884 + Penalty 13276.731929 = -12886010.035954
  nChanged 2
		SP:Iteration 128Q (46823.880000 sec): 3 clusters
  Score: Raw -12899286.954814 + Penalty 13276.731929 = -12886010.222885
  nChanged 1
		SP:Iteration 129Q (46824.190000 sec): 3 clusters
  Score: Raw -12899287.032469 + Penalty 13276.731929 = -12886010.300539
  nChanged 0
		SP:Iteration 130F (46824.560000 sec): 3 clusters
  Score: Raw -12899287.032469 + Penalty 13276.731929 = -12886010.300539
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (42152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46824.820000 sec): 2 clusters
  Score: Raw -11242838.831663 + Penalty 6522.535415 = -11236316.296248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46825.120000 sec): 3 clusters
  Score: Raw -11218833.282288 + Penalty 13045.070830 = -11205788.211458
  nChanged 18214
		SP:Iteration 1F (46825.430000 sec): 3 clusters
  Score: Raw -11228625.752589 + Penalty 13045.070830 = -11215580.681759
  nChanged 2408
		SP:Iteration 2F (46825.740000 sec): 3 clusters
  Score: Raw -11229624.037446 + Penalty 13045.070830 = -11216578.966616
  nChanged 2035
		SP:Iteration 3Q (46826.040000 sec): 3 clusters
  Score: Raw -11230556.960064 + Penalty 13045.070830 = -11217511.889234
  nChanged 2117
		SP:Iteration 4F (46826.350000 sec): 3 clusters
  Score: Raw -11231809.133165 + Penalty 13045.070830 = -11218764.062336
  nChanged 2563
		SP:Iteration 5F (46826.660000 sec): 3 clusters
  Score: Raw -11233989.554817 + Penalty 13045.070830 = -11220944.483988
  nChanged 3239
		SP:Iteration 6F (46826.960000 sec): 3 clusters
  Score: Raw -11237700.765854 + Penalty 13045.070830 = -11224655.695025
  nChanged 3838
		SP:Iteration 7F (46827.280000 sec): 3 clusters
  Score: Raw -11242486.885339 + Penalty 13045.070830 = -11229441.814510
  nChanged 3449
		SP:Iteration 8F (46827.580000 sec): 3 clusters
  Score: Raw -11246042.165739 + Penalty 13045.070830 = -11232997.094909
  nChanged 2338
		SP:Iteration 9F (46827.890000 sec): 3 clusters
  Score: Raw -11247823.665513 + Penalty 13045.070830 = -11234778.594683
  nChanged 1397
		SP:Iteration 10Q (46828.200000 sec): 3 clusters
  Score: Raw -11248570.265934 + Penalty 13045.070830 = -11235525.195104
  nChanged 839
		SP:Iteration 11Q (46828.510000 sec): 3 clusters
  Score: Raw -11248875.714582 + Penalty 13045.070830 = -11235830.643752
  nChanged 517
		SP:Iteration 12Q (46828.810000 sec): 3 clusters
  Score: Raw -11249014.332549 + Penalty 13045.070830 = -11235969.261719
  nChanged 335
		SP:Iteration 13Q (46829.090000 sec): 3 clusters
  Score: Raw -11249086.143232 + Penalty 13045.070830 = -11236041.072402
  nChanged 215
		SP:Iteration 14Q (46829.380000 sec): 3 clusters
  Score: Raw -11249122.910020 + Penalty 13045.070830 = -11236077.839190
  nChanged 133
		SP:Iteration 15Q (46829.670000 sec): 3 clusters
  Score: Raw -11249144.295797 + Penalty 13045.070830 = -11236099.224967
  nChanged 123
		SP:Iteration 16Q (46829.950000 sec): 3 clusters
  Score: Raw -11249162.125047 + Penalty 13045.070830 = -11236117.054217
  nChanged 99
		SP:Iteration 17Q (46830.240000 sec): 3 clusters
  Score: Raw -11249174.320695 + Penalty 13045.070830 = -11236129.249865
  nChanged 69
		SP:Iteration 18Q (46830.520000 sec): 3 clusters
  Score: Raw -11249180.792167 + Penalty 13045.070830 = -11236135.721337
  nChanged 45
		SP:Iteration 19Q (46830.810000 sec): 3 clusters
  Score: Raw -11249185.273246 + Penalty 13045.070830 = -11236140.202416
  nChanged 32
		SP:Iteration 20F (46831.110000 sec): 3 clusters
  Score: Raw -11249188.021978 + Penalty 13045.070830 = -11236142.951148
  nChanged 20
		SP:Iteration 21Q (46831.390000 sec): 3 clusters
  Score: Raw -11249189.576858 + Penalty 13045.070830 = -11236144.506029
  nChanged 21
		SP:Iteration 22Q (46831.680000 sec): 3 clusters
  Score: Raw -11249191.447206 + Penalty 13045.070830 = -11236146.376376
  nChanged 19
		SP:Iteration 23Q (46831.970000 sec): 3 clusters
  Score: Raw -11249192.845591 + Penalty 13045.070830 = -11236147.774761
  nChanged 13
		SP:Iteration 24Q (46832.250000 sec): 3 clusters
  Score: Raw -11249193.801093 + Penalty 13045.070830 = -11236148.730263
  nChanged 4
		SP:Iteration 25Q (46832.530000 sec): 3 clusters
  Score: Raw -11249194.082303 + Penalty 13045.070830 = -11236149.011473
  nChanged 1
		SP:Iteration 26Q (46832.820000 sec): 3 clusters
  Score: Raw -11249194.214857 + Penalty 13045.070830 = -11236149.144028
  nChanged 2
		SP:Iteration 27Q (46833.110000 sec): 3 clusters
  Score: Raw -11249194.422421 + Penalty 13045.070830 = -11236149.351591
  nChanged 5
		SP:Iteration 28Q (46833.400000 sec): 3 clusters
  Score: Raw -11249194.889057 + Penalty 13045.070830 = -11236149.818227
  nChanged 4
		SP:Iteration 29Q (46833.690000 sec): 3 clusters
  Score: Raw -11249195.264508 + Penalty 13045.070830 = -11236150.193679
  nChanged 4
		SP:Iteration 30Q (46833.980000 sec): 3 clusters
  Score: Raw -11249195.504725 + Penalty 13045.070830 = -11236150.433896
  nChanged 1
		SP:Iteration 31Q (46834.270000 sec): 3 clusters
  Score: Raw -11249195.572337 + Penalty 13045.070830 = -11236150.501507
  nChanged 1
		SP:Iteration 32Q (46834.550000 sec): 3 clusters
  Score: Raw -11249195.656976 + Penalty 13045.070830 = -11236150.586147
  nChanged 1
		SP:Iteration 33Q (46834.840000 sec): 3 clusters
  Score: Raw -11249195.700805 + Penalty 13045.070830 = -11236150.629976
  nChanged 1
		SP:Iteration 34Q (46835.120000 sec): 3 clusters
  Score: Raw -11249195.788900 + Penalty 13045.070830 = -11236150.718070
  nChanged 1
		SP:Iteration 35Q (46835.400000 sec): 3 clusters
  Score: Raw -11249195.863388 + Penalty 13045.070830 = -11236150.792558
  nChanged 0
		SP:Iteration 36F (46835.710000 sec): 3 clusters
  Score: Raw -11249195.863388 + Penalty 13045.070830 = -11236150.792558
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (134829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46836.560000 sec): 2 clusters
  Score: Raw -36047965.649217 + Penalty 7234.704585 = -36040730.944632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46837.560000 sec): 3 clusters
  Score: Raw -35964280.985811 + Penalty 14469.409170 = -35949811.576641
  nChanged 62489
		SP:Iteration 1F (46838.550000 sec): 3 clusters
  Score: Raw -35999084.556243 + Penalty 14469.409170 = -35984615.147073
  nChanged 5253
		SP:Iteration 2Q (46839.540000 sec): 3 clusters
  Score: Raw -36000463.934252 + Penalty 14469.409170 = -35985994.525082
  nChanged 4929
		SP:Iteration 3Q (46840.540000 sec): 3 clusters
  Score: Raw -36001783.674796 + Penalty 14469.409170 = -35987314.265626
  nChanged 4699
		SP:Iteration 4Q (46841.530000 sec): 3 clusters
  Score: Raw -36003112.479947 + Penalty 14469.409170 = -35988643.070777
  nChanged 4750
		SP:Iteration 5Q (46842.530000 sec): 3 clusters
  Score: Raw -36004577.302770 + Penalty 14469.409170 = -35990107.893599
  nChanged 5058
		SP:Iteration 6Q (46843.520000 sec): 3 clusters
  Score: Raw -36006449.869711 + Penalty 14469.409170 = -35991980.460541
  nChanged 5762
		SP:Iteration 7Q (46844.530000 sec): 3 clusters
  Score: Raw -36009139.441898 + Penalty 14469.409170 = -35994670.032728
  nChanged 6881
		SP:Iteration 8F (46845.510000 sec): 3 clusters
  Score: Raw -36013024.417525 + Penalty 14469.409170 = -35998555.008355
  nChanged 7851
		SP:Iteration 9F (46846.500000 sec): 3 clusters
  Score: Raw -36018187.401087 + Penalty 14469.409170 = -36003717.991917
  nChanged 8264
		SP:Iteration 10F (46847.530000 sec): 3 clusters
  Score: Raw -36024170.751978 + Penalty 14469.409170 = -36009701.342808
  nChanged 7886
		SP:Iteration 11F (46848.570000 sec): 3 clusters
  Score: Raw -36030138.672484 + Penalty 14469.409170 = -36015669.263314
  nChanged 6924
		SP:Iteration 12F (46849.600000 sec): 3 clusters
  Score: Raw -36035608.754689 + Penalty 14469.409170 = -36021139.345519
  nChanged 5769
		SP:Iteration 13Q (46850.540000 sec): 3 clusters
  Score: Raw -36040240.257628 + Penalty 14469.409170 = -36025770.848458
  nChanged 4212
		SP:Iteration 14Q (46851.430000 sec): 3 clusters
  Score: Raw -36043596.465132 + Penalty 14469.409170 = -36029127.055961
  nChanged 2906
		SP:Iteration 15Q (46852.280000 sec): 3 clusters
  Score: Raw -36045872.707182 + Penalty 14469.409170 = -36031403.298012
  nChanged 1704
		SP:Iteration 16Q (46853.070000 sec): 3 clusters
  Score: Raw -36047152.604568 + Penalty 14469.409170 = -36032683.195398
  nChanged 939
		SP:Iteration 17Q (46853.830000 sec): 3 clusters
  Score: Raw -36047861.373053 + Penalty 14469.409170 = -36033391.963883
  nChanged 507
		SP:Iteration 18Q (46854.560000 sec): 3 clusters
  Score: Raw -36048255.318844 + Penalty 14469.409170 = -36033785.909674
  nChanged 268
		SP:Iteration 19Q (46855.280000 sec): 3 clusters
  Score: Raw -36048481.043961 + Penalty 14469.409170 = -36034011.634791
  nChanged 164
		SP:Iteration 20F (46856.260000 sec): 3 clusters
  Score: Raw -36048617.614592 + Penalty 14469.409170 = -36034148.205422
  nChanged 107
		SP:Iteration 21Q (46856.960000 sec): 3 clusters
  Score: Raw -36048701.083199 + Penalty 14469.409170 = -36034231.674029
  nChanged 70
		SP:Iteration 22Q (46857.660000 sec): 3 clusters
  Score: Raw -36048754.898221 + Penalty 14469.409170 = -36034285.489050
  nChanged 52
		SP:Iteration 23Q (46858.350000 sec): 3 clusters
  Score: Raw -36048797.821160 + Penalty 14469.409170 = -36034328.411990
  nChanged 44
		SP:Iteration 24Q (46859.050000 sec): 3 clusters
  Score: Raw -36048843.039571 + Penalty 14469.409170 = -36034373.630400
  nChanged 33
		SP:Iteration 25Q (46859.740000 sec): 3 clusters
  Score: Raw -36048872.189829 + Penalty 14469.409170 = -36034402.780659
  nChanged 24
		SP:Iteration 26Q (46860.430000 sec): 3 clusters
  Score: Raw -36048891.801853 + Penalty 14469.409170 = -36034422.392683
  nChanged 14
		SP:Iteration 27Q (46861.120000 sec): 3 clusters
  Score: Raw -36048902.872614 + Penalty 14469.409170 = -36034433.463444
  nChanged 12
		SP:Iteration 28Q (46861.810000 sec): 3 clusters
  Score: Raw -36048911.510001 + Penalty 14469.409170 = -36034442.100831
  nChanged 12
		SP:Iteration 29Q (46862.500000 sec): 3 clusters
  Score: Raw -36048921.937746 + Penalty 14469.409170 = -36034452.528576
  nChanged 10
		SP:Iteration 30Q (46863.200000 sec): 3 clusters
  Score: Raw -36048930.475203 + Penalty 14469.409170 = -36034461.066033
  nChanged 11
		SP:Iteration 31Q (46863.920000 sec): 3 clusters
  Score: Raw -36048941.652259 + Penalty 14469.409170 = -36034472.243089
  nChanged 16
		SP:Iteration 32Q (46864.610000 sec): 3 clusters
  Score: Raw -36048954.897721 + Penalty 14469.409170 = -36034485.488551
  nChanged 12
		SP:Iteration 33Q (46865.300000 sec): 3 clusters
  Score: Raw -36048967.579708 + Penalty 14469.409170 = -36034498.170538
  nChanged 16
		SP:Iteration 34Q (46865.980000 sec): 3 clusters
  Score: Raw -36048978.981197 + Penalty 14469.409170 = -36034509.572027
  nChanged 11
		SP:Iteration 35Q (46866.680000 sec): 3 clusters
  Score: Raw -36048986.844904 + Penalty 14469.409170 = -36034517.435734
  nChanged 6
		SP:Iteration 36Q (46867.390000 sec): 3 clusters
  Score: Raw -36048990.623669 + Penalty 14469.409170 = -36034521.214499
  nChanged 4
		SP:Iteration 37Q (46868.100000 sec): 3 clusters
  Score: Raw -36048993.360948 + Penalty 14469.409170 = -36034523.951778
  nChanged 2
		SP:Iteration 38Q (46868.800000 sec): 3 clusters
  Score: Raw -36048995.327029 + Penalty 14469.409170 = -36034525.917859
  nChanged 4
		SP:Iteration 39Q (46869.510000 sec): 3 clusters
  Score: Raw -36049000.150870 + Penalty 14469.409170 = -36034530.741700
  nChanged 4
		SP:Iteration 40F (46870.530000 sec): 3 clusters
  Score: Raw -36049002.761889 + Penalty 14469.409170 = -36034533.352719
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46870.630000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46870.630000 sec): 3 clusters
  Score: Raw -45436.226696 + Penalty 6508.677324 = -38927.549372
  nChanged 5
		SP:Iteration 1Q (46870.630000 sec): 3 clusters
  Score: Raw -45476.264718 + Penalty 6508.677324 = -38967.587393
  nChanged 0
		SP:Iteration 2F (46870.630000 sec): 3 clusters
  Score: Raw -45476.264718 + Penalty 6508.677324 = -38967.587393
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46870.640000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46870.650000 sec): 3 clusters
  Score: Raw -136384.241126 + Penalty 7674.993986 = -128709.247141
  nChanged 45
		SP:Iteration 1F (46870.650000 sec): 3 clusters
  Score: Raw -136612.370705 + Penalty 7674.993986 = -128937.376719
  nChanged 13
		SP:Iteration 2Q (46870.660000 sec): 3 clusters
  Score: Raw -136691.830307 + Penalty 7674.993986 = -129016.836321
  nChanged 9
		SP:Iteration 3Q (46870.660000 sec): 3 clusters
  Score: Raw -136741.196402 + Penalty 7674.993986 = -129066.202416
  nChanged 5
		SP:Iteration 4Q (46870.670000 sec): 3 clusters
  Score: Raw -136771.448760 + Penalty 7674.993986 = -129096.454775
  nChanged 1
		SP:Iteration 5Q (46870.670000 sec): 3 clusters
  Score: Raw -136774.847067 + Penalty 7674.993986 = -129099.853082
  nChanged 0
		SP:Iteration 6F (46870.670000 sec): 3 clusters
  Score: Raw -136774.847067 + Penalty 7674.993986 = -129099.853082
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (104942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46871.380000 sec): 2 clusters
  Score: Raw -28027489.535575 + Penalty 7081.212396 = -28020408.323179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46872.160000 sec): 3 clusters
  Score: Raw -27963157.151253 + Penalty 14162.424792 = -27948994.726461
  nChanged 48056
		SP:Iteration 1F (46872.940000 sec): 3 clusters
  Score: Raw -27989380.679144 + Penalty 14162.424792 = -27975218.254352
  nChanged 3960
		SP:Iteration 2Q (46873.720000 sec): 3 clusters
  Score: Raw -27990372.058604 + Penalty 14162.424792 = -27976209.633812
  nChanged 3544
		SP:Iteration 3Q (46874.500000 sec): 3 clusters
  Score: Raw -27991207.241701 + Penalty 14162.424792 = -27977044.816909
  nChanged 3281
		SP:Iteration 4Q (46875.280000 sec): 3 clusters
  Score: Raw -27992003.246243 + Penalty 14162.424792 = -27977840.821451
  nChanged 3255
		SP:Iteration 5Q (46876.080000 sec): 3 clusters
  Score: Raw -27992851.178896 + Penalty 14162.424792 = -27978688.754104
  nChanged 3438
		SP:Iteration 6Q (46876.890000 sec): 3 clusters
  Score: Raw -27993845.495565 + Penalty 14162.424792 = -27979683.070773
  nChanged 3802
		SP:Iteration 7Q (46877.690000 sec): 3 clusters
  Score: Raw -27995169.681565 + Penalty 14162.424792 = -27981007.256773
  nChanged 4409
		SP:Iteration 8Q (46878.450000 sec): 3 clusters
  Score: Raw -27997061.959664 + Penalty 14162.424792 = -27982899.534872
  nChanged 5242
		SP:Iteration 9Q (46879.230000 sec): 3 clusters
  Score: Raw -27999690.434417 + Penalty 14162.424792 = -27985528.009625
  nChanged 5819
		SP:Iteration 10F (46879.990000 sec): 3 clusters
  Score: Raw -28002942.005847 + Penalty 14162.424792 = -27988779.581055
  nChanged 6104
		SP:Iteration 11F (46880.770000 sec): 3 clusters
  Score: Raw -28006595.546901 + Penalty 14162.424792 = -27992433.122109
  nChanged 5884
		SP:Iteration 12F (46881.550000 sec): 3 clusters
  Score: Raw -28010299.999764 + Penalty 14162.424792 = -27996137.574972
  nChanged 5458
		SP:Iteration 13F (46882.320000 sec): 3 clusters
  Score: Raw -28013875.525228 + Penalty 14162.424792 = -27999713.100435
  nChanged 4798
		SP:Iteration 14Q (46883.120000 sec): 3 clusters
  Score: Raw -28017167.253245 + Penalty 14162.424792 = -28003004.828453
  nChanged 4114
		SP:Iteration 15Q (46883.910000 sec): 3 clusters
  Score: Raw -28020178.221813 + Penalty 14162.424792 = -28006015.797021
  nChanged 3465
		SP:Iteration 16Q (46884.700000 sec): 3 clusters
  Score: Raw -28022830.943126 + Penalty 14162.424792 = -28008668.518334
  nChanged 2556
		SP:Iteration 17Q (46885.470000 sec): 3 clusters
  Score: Raw -28024863.290750 + Penalty 14162.424792 = -28010700.865958
  nChanged 1702
		SP:Iteration 18Q (46886.190000 sec): 3 clusters
  Score: Raw -28026226.690664 + Penalty 14162.424792 = -28012064.265872
  nChanged 1052
		SP:Iteration 19Q (46886.860000 sec): 3 clusters
  Score: Raw -28027093.009405 + Penalty 14162.424792 = -28012930.584613
  nChanged 600
		SP:Iteration 20F (46887.630000 sec): 3 clusters
  Score: Raw -28027588.242750 + Penalty 14162.424792 = -28013425.817958
  nChanged 350
		SP:Iteration 21Q (46888.240000 sec): 3 clusters
  Score: Raw -28027886.092957 + Penalty 14162.424792 = -28013723.668165
  nChanged 202
		SP:Iteration 22Q (46888.830000 sec): 3 clusters
  Score: Raw -28028064.434279 + Penalty 14162.424792 = -28013902.009487
  nChanged 130
		SP:Iteration 23Q (46889.410000 sec): 3 clusters
  Score: Raw -28028180.623228 + Penalty 14162.424792 = -28014018.198435
  nChanged 90
		SP:Iteration 24Q (46890.000000 sec): 3 clusters
  Score: Raw -28028263.323295 + Penalty 14162.424792 = -28014100.898503
  nChanged 76
		SP:Iteration 25Q (46890.580000 sec): 3 clusters
  Score: Raw -28028331.277194 + Penalty 14162.424792 = -28014168.852402
  nChanged 48
		SP:Iteration 26Q (46891.150000 sec): 3 clusters
  Score: Raw -28028374.868408 + Penalty 14162.424792 = -28014212.443616
  nChanged 32
		SP:Iteration 27Q (46891.700000 sec): 3 clusters
  Score: Raw -28028406.060123 + Penalty 14162.424792 = -28014243.635331
  nChanged 34
		SP:Iteration 28Q (46892.250000 sec): 3 clusters
  Score: Raw -28028438.197083 + Penalty 14162.424792 = -28014275.772291
  nChanged 24
		SP:Iteration 29Q (46892.800000 sec): 3 clusters
  Score: Raw -28028464.630174 + Penalty 14162.424792 = -28014302.205382
  nChanged 21
		SP:Iteration 30Q (46893.370000 sec): 3 clusters
  Score: Raw -28028482.044408 + Penalty 14162.424792 = -28014319.619616
  nChanged 12
		SP:Iteration 31Q (46893.940000 sec): 3 clusters
  Score: Raw -28028492.288566 + Penalty 14162.424792 = -28014329.863773
  nChanged 4
		SP:Iteration 32Q (46894.500000 sec): 3 clusters
  Score: Raw -28028495.401044 + Penalty 14162.424792 = -28014332.976252
  nChanged 3
		SP:Iteration 33Q (46895.070000 sec): 3 clusters
  Score: Raw -28028498.251372 + Penalty 14162.424792 = -28014335.826580
  nChanged 2
		SP:Iteration 34Q (46895.640000 sec): 3 clusters
  Score: Raw -28028499.786685 + Penalty 14162.424792 = -28014337.361893
  nChanged 3
		SP:Iteration 35Q (46896.210000 sec): 3 clusters
  Score: Raw -28028502.082768 + Penalty 14162.424792 = -28014339.657976
  nChanged 2
		SP:Iteration 36Q (46896.780000 sec): 3 clusters
  Score: Raw -28028504.350349 + Penalty 14162.424792 = -28014341.925557
  nChanged 3
		SP:Iteration 37Q (46897.340000 sec): 3 clusters
  Score: Raw -28028507.214897 + Penalty 14162.424792 = -28014344.790105
  nChanged 3
		SP:Iteration 38Q (46897.910000 sec): 3 clusters
  Score: Raw -28028509.990601 + Penalty 14162.424792 = -28014347.565809
  nChanged 6
		SP:Iteration 39Q (46898.480000 sec): 3 clusters
  Score: Raw -28028514.570040 + Penalty 14162.424792 = -28014352.145248
  nChanged 5
		SP:Iteration 40F (46899.280000 sec): 3 clusters
  Score: Raw -28028518.715336 + Penalty 14162.424792 = -28014356.290544
  nChanged 4
		SP:Iteration 41Q (46899.830000 sec): 3 clusters
  Score: Raw -28028521.251183 + Penalty 14162.424792 = -28014358.826391
  nChanged 2
		SP:Iteration 42Q (46900.400000 sec): 3 clusters
  Score: Raw -28028522.398215 + Penalty 14162.424792 = -28014359.973423
  nChanged 0
		SP:Iteration 43F (46901.190000 sec): 3 clusters
  Score: Raw -28028522.398215 + Penalty 14162.424792 = -28014359.973423
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (17092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46901.360000 sec): 2 clusters
  Score: Raw -4530302.343087 + Penalty 5969.649051 = -4524332.694037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46901.490000 sec): 3 clusters
  Score: Raw -4521591.362073 + Penalty 11939.298101 = -4509652.063972
  nChanged 6769
		SP:Iteration 1F (46901.620000 sec): 3 clusters
  Score: Raw -4525393.126626 + Penalty 11939.298101 = -4513453.828525
  nChanged 1245
		SP:Iteration 2F (46901.750000 sec): 3 clusters
  Score: Raw -4526150.736896 + Penalty 11939.298101 = -4514211.438795
  nChanged 1018
		SP:Iteration 3F (46901.880000 sec): 3 clusters
  Score: Raw -4526849.922368 + Penalty 11939.298101 = -4514910.624267
  nChanged 943
		SP:Iteration 4F (46902.010000 sec): 3 clusters
  Score: Raw -4527634.823425 + Penalty 11939.298101 = -4515695.525324
  nChanged 1005
		SP:Iteration 5F (46902.140000 sec): 3 clusters
  Score: Raw -4528554.496303 + Penalty 11939.298101 = -4516615.198202
  nChanged 1162
		SP:Iteration 6F (46902.270000 sec): 3 clusters
  Score: Raw -4529598.864868 + Penalty 11939.298101 = -4517659.566767
  nChanged 1102
		SP:Iteration 7F (46902.400000 sec): 3 clusters
  Score: Raw -4530547.772385 + Penalty 11939.298101 = -4518608.474284
  nChanged 947
		SP:Iteration 8F (46902.530000 sec): 3 clusters
  Score: Raw -4531239.982620 + Penalty 11939.298101 = -4519300.684518
  nChanged 721
		SP:Iteration 9Q (46902.660000 sec): 3 clusters
  Score: Raw -4531670.520187 + Penalty 11939.298101 = -4519731.222086
  nChanged 530
		SP:Iteration 10Q (46902.780000 sec): 3 clusters
  Score: Raw -4531959.681753 + Penalty 11939.298101 = -4520020.383652
  nChanged 380
		SP:Iteration 11Q (46902.910000 sec): 3 clusters
  Score: Raw -4532117.492678 + Penalty 11939.298101 = -4520178.194577
  nChanged 252
		SP:Iteration 12Q (46903.040000 sec): 3 clusters
  Score: Raw -4532216.941652 + Penalty 11939.298101 = -4520277.643551
  nChanged 185
		SP:Iteration 13Q (46903.170000 sec): 3 clusters
  Score: Raw -4532281.455352 + Penalty 11939.298101 = -4520342.157251
  nChanged 146
		SP:Iteration 14Q (46903.290000 sec): 3 clusters
  Score: Raw -4532332.884759 + Penalty 11939.298101 = -4520393.586658
  nChanged 130
		SP:Iteration 15Q (46903.420000 sec): 3 clusters
  Score: Raw -4532379.197864 + Penalty 11939.298101 = -4520439.899763
  nChanged 117
		SP:Iteration 16Q (46903.550000 sec): 3 clusters
  Score: Raw -4532420.626792 + Penalty 11939.298101 = -4520481.328691
  nChanged 95
		SP:Iteration 17Q (46903.670000 sec): 3 clusters
  Score: Raw -4532451.858216 + Penalty 11939.298101 = -4520512.560115
  nChanged 80
		SP:Iteration 18Q (46903.800000 sec): 3 clusters
  Score: Raw -4532477.289169 + Penalty 11939.298101 = -4520537.991068
  nChanged 66
		SP:Iteration 19Q (46903.930000 sec): 3 clusters
  Score: Raw -4532499.526772 + Penalty 11939.298101 = -4520560.228671
  nChanged 63
		SP:Iteration 20F (46904.050000 sec): 3 clusters
  Score: Raw -4532518.196407 + Penalty 11939.298101 = -4520578.898306
  nChanged 53
		SP:Iteration 21Q (46904.170000 sec): 3 clusters
  Score: Raw -4532531.628141 + Penalty 11939.298101 = -4520592.330040
  nChanged 37
		SP:Iteration 22Q (46904.300000 sec): 3 clusters
  Score: Raw -4532540.594146 + Penalty 11939.298101 = -4520601.296045
  nChanged 30
		SP:Iteration 23Q (46904.430000 sec): 3 clusters
  Score: Raw -4532548.299533 + Penalty 11939.298101 = -4520609.001432
  nChanged 21
		SP:Iteration 24Q (46904.550000 sec): 3 clusters
  Score: Raw -4532554.094739 + Penalty 11939.298101 = -4520614.796638
  nChanged 28
		SP:Iteration 25Q (46904.670000 sec): 3 clusters
  Score: Raw -4532560.547635 + Penalty 11939.298101 = -4520621.249534
  nChanged 20
		SP:Iteration 26Q (46904.790000 sec): 3 clusters
  Score: Raw -4532566.193240 + Penalty 11939.298101 = -4520626.895139
  nChanged 25
		SP:Iteration 27Q (46904.910000 sec): 3 clusters
  Score: Raw -4532574.117490 + Penalty 11939.298101 = -4520634.819389
  nChanged 25
		SP:Iteration 28Q (46905.030000 sec): 3 clusters
  Score: Raw -4532580.508868 + Penalty 11939.298101 = -4520641.210767
  nChanged 19
		SP:Iteration 29Q (46905.150000 sec): 3 clusters
  Score: Raw -4532586.211146 + Penalty 11939.298101 = -4520646.913045
  nChanged 27
		SP:Iteration 30Q (46905.270000 sec): 3 clusters
  Score: Raw -4532594.217477 + Penalty 11939.298101 = -4520654.919376
  nChanged 30
		SP:Iteration 31Q (46905.400000 sec): 3 clusters
  Score: Raw -4532602.478478 + Penalty 11939.298101 = -4520663.180377
  nChanged 26
		SP:Iteration 32Q (46905.520000 sec): 3 clusters
  Score: Raw -4532608.489550 + Penalty 11939.298101 = -4520669.191448
  nChanged 18
		SP:Iteration 33Q (46905.640000 sec): 3 clusters
  Score: Raw -4532612.419177 + Penalty 11939.298101 = -4520673.121076
  nChanged 9
		SP:Iteration 34Q (46905.760000 sec): 3 clusters
  Score: Raw -4532614.372764 + Penalty 11939.298101 = -4520675.074663
  nChanged 12
		SP:Iteration 35Q (46905.880000 sec): 3 clusters
  Score: Raw -4532617.388432 + Penalty 11939.298101 = -4520678.090331
  nChanged 11
		SP:Iteration 36Q (46906.000000 sec): 3 clusters
  Score: Raw -4532620.400480 + Penalty 11939.298101 = -4520681.102379
  nChanged 15
		SP:Iteration 37Q (46906.120000 sec): 3 clusters
  Score: Raw -4532623.615660 + Penalty 11939.298101 = -4520684.317559
  nChanged 15
		SP:Iteration 38Q (46906.240000 sec): 3 clusters
  Score: Raw -4532627.895653 + Penalty 11939.298101 = -4520688.597552
  nChanged 16
		SP:Iteration 39Q (46906.360000 sec): 3 clusters
  Score: Raw -4532633.225230 + Penalty 11939.298101 = -4520693.927129
  nChanged 28
		SP:Iteration 40F (46906.490000 sec): 3 clusters
  Score: Raw -4532642.681497 + Penalty 11939.298101 = -4520703.383396
  nChanged 32
		SP:Iteration 41Q (46906.610000 sec): 3 clusters
  Score: Raw -4532652.181143 + Penalty 11939.298101 = -4520712.883042
  nChanged 29
		SP:Iteration 42Q (46906.730000 sec): 3 clusters
  Score: Raw -4532659.764531 + Penalty 11939.298101 = -4520720.466430
  nChanged 20
		SP:Iteration 43Q (46906.850000 sec): 3 clusters
  Score: Raw -4532665.172339 + Penalty 11939.298101 = -4520725.874238
  nChanged 20
		SP:Iteration 44Q (46906.970000 sec): 3 clusters
  Score: Raw -4532670.755284 + Penalty 11939.298101 = -4520731.457183
  nChanged 17
		SP:Iteration 45Q (46907.090000 sec): 3 clusters
  Score: Raw -4532675.826951 + Penalty 11939.298101 = -4520736.528850
  nChanged 17
		SP:Iteration 46Q (46907.210000 sec): 3 clusters
  Score: Raw -4532680.004197 + Penalty 11939.298101 = -4520740.706096
  nChanged 15
		SP:Iteration 47Q (46907.330000 sec): 3 clusters
  Score: Raw -4532683.435857 + Penalty 11939.298101 = -4520744.137756
  nChanged 10
		SP:Iteration 48Q (46907.450000 sec): 3 clusters
  Score: Raw -4532685.801437 + Penalty 11939.298101 = -4520746.503336
  nChanged 7
		SP:Iteration 49Q (46907.570000 sec): 3 clusters
  Score: Raw -4532687.843095 + Penalty 11939.298101 = -4520748.544994
  nChanged 9
		SP:Iteration 50Q (46907.690000 sec): 3 clusters
  Score: Raw -4532689.896235 + Penalty 11939.298101 = -4520750.598134
  nChanged 7
		SP:Iteration 51Q (46907.810000 sec): 3 clusters
  Score: Raw -4532692.294386 + Penalty 11939.298101 = -4520752.996285
  nChanged 7
		SP:Iteration 52Q (46907.920000 sec): 3 clusters
  Score: Raw -4532693.871469 + Penalty 11939.298101 = -4520754.573368
  nChanged 3
		SP:Iteration 53Q (46908.040000 sec): 3 clusters
  Score: Raw -4532694.535925 + Penalty 11939.298101 = -4520755.237824
  nChanged 5
		SP:Iteration 54Q (46908.160000 sec): 3 clusters
  Score: Raw -4532695.827446 + Penalty 11939.298101 = -4520756.529345
  nChanged 3
		SP:Iteration 55Q (46908.280000 sec): 3 clusters
  Score: Raw -4532696.511873 + Penalty 11939.298101 = -4520757.213772
  nChanged 8
		SP:Iteration 56Q (46908.400000 sec): 3 clusters
  Score: Raw -4532698.667235 + Penalty 11939.298101 = -4520759.369134
  nChanged 5
		SP:Iteration 57Q (46908.520000 sec): 3 clusters
  Score: Raw -4532699.896185 + Penalty 11939.298101 = -4520760.598084
  nChanged 5
		SP:Iteration 58Q (46908.630000 sec): 3 clusters
  Score: Raw -4532701.085019 + Penalty 11939.298101 = -4520761.786918
  nChanged 2
		SP:Iteration 59Q (46908.750000 sec): 3 clusters
  Score: Raw -4532701.444792 + Penalty 11939.298101 = -4520762.146691
  nChanged 1
		SP:Iteration 60F (46908.880000 sec): 3 clusters
  Score: Raw -4532701.573061 + Penalty 11939.298101 = -4520762.274960
  nChanged 1
		SP:Iteration 61Q (46909.000000 sec): 3 clusters
  Score: Raw -4532701.822778 + Penalty 11939.298101 = -4520762.524677
  nChanged 1
		SP:Iteration 62Q (46909.110000 sec): 3 clusters
  Score: Raw -4532701.970788 + Penalty 11939.298101 = -4520762.672687
  nChanged 1
		SP:Iteration 63Q (46909.230000 sec): 3 clusters
  Score: Raw -4532702.089115 + Penalty 11939.298101 = -4520762.791014
  nChanged 0
		SP:Iteration 64F (46909.360000 sec): 3 clusters
  Score: Raw -4532702.089115 + Penalty 11939.298101 = -4520762.791014
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46909.570000 sec): 2 clusters
  Score: Raw -8597869.149902 + Penalty 6359.611512 = -8591509.538389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46909.800000 sec): 3 clusters
  Score: Raw -8579943.656401 + Penalty 12719.223025 = -8567224.433376
  nChanged 13779
		SP:Iteration 1F (46910.040000 sec): 3 clusters
  Score: Raw -8587203.922591 + Penalty 12719.223025 = -8574484.699566
  nChanged 1964
		SP:Iteration 2F (46910.270000 sec): 3 clusters
  Score: Raw -8588114.255321 + Penalty 12719.223025 = -8575395.032296
  nChanged 1704
		SP:Iteration 3F (46910.500000 sec): 3 clusters
  Score: Raw -8588969.790977 + Penalty 12719.223025 = -8576250.567952
  nChanged 1753
		SP:Iteration 4F (46910.740000 sec): 3 clusters
  Score: Raw -8590016.648690 + Penalty 12719.223025 = -8577297.425665
  nChanged 1964
		SP:Iteration 5F (46910.970000 sec): 3 clusters
  Score: Raw -8591516.357859 + Penalty 12719.223025 = -8578797.134834
  nChanged 2232
		SP:Iteration 6F (46911.210000 sec): 3 clusters
  Score: Raw -8593478.205550 + Penalty 12719.223025 = -8580758.982525
  nChanged 2337
		SP:Iteration 7F (46911.440000 sec): 3 clusters
  Score: Raw -8595522.057651 + Penalty 12719.223025 = -8582802.834626
  nChanged 2076
		SP:Iteration 8F (46911.670000 sec): 3 clusters
  Score: Raw -8597090.770982 + Penalty 12719.223025 = -8584371.547957
  nChanged 1581
		SP:Iteration 9Q (46911.910000 sec): 3 clusters
  Score: Raw -8598005.056517 + Penalty 12719.223025 = -8585285.833492
  nChanged 1080
		SP:Iteration 10Q (46912.130000 sec): 3 clusters
  Score: Raw -8598453.291997 + Penalty 12719.223025 = -8585734.068972
  nChanged 681
		SP:Iteration 11Q (46912.370000 sec): 3 clusters
  Score: Raw -8598680.269063 + Penalty 12719.223025 = -8585961.046038
  nChanged 462
		SP:Iteration 12Q (46912.600000 sec): 3 clusters
  Score: Raw -8598805.578648 + Penalty 12719.223025 = -8586086.355624
  nChanged 295
		SP:Iteration 13Q (46912.830000 sec): 3 clusters
  Score: Raw -8598873.723878 + Penalty 12719.223025 = -8586154.500853
  nChanged 214
		SP:Iteration 14Q (46913.070000 sec): 3 clusters
  Score: Raw -8598921.527754 + Penalty 12719.223025 = -8586202.304729
  nChanged 160
		SP:Iteration 15Q (46913.300000 sec): 3 clusters
  Score: Raw -8598955.856996 + Penalty 12719.223025 = -8586236.633971
  nChanged 136
		SP:Iteration 16Q (46913.530000 sec): 3 clusters
  Score: Raw -8598981.781238 + Penalty 12719.223025 = -8586262.558213
  nChanged 109
		SP:Iteration 17Q (46913.760000 sec): 3 clusters
  Score: Raw -8599001.545095 + Penalty 12719.223025 = -8586282.322070
  nChanged 97
		SP:Iteration 18Q (46914.000000 sec): 3 clusters
  Score: Raw -8599019.144259 + Penalty 12719.223025 = -8586299.921234
  nChanged 87
		SP:Iteration 19Q (46914.230000 sec): 3 clusters
  Score: Raw -8599035.267716 + Penalty 12719.223025 = -8586316.044691
  nChanged 72
		SP:Iteration 20F (46914.460000 sec): 3 clusters
  Score: Raw -8599048.365067 + Penalty 12719.223025 = -8586329.142042
  nChanged 66
		SP:Iteration 21Q (46914.700000 sec): 3 clusters
  Score: Raw -8599059.194948 + Penalty 12719.223025 = -8586339.971924
  nChanged 51
		SP:Iteration 22Q (46914.930000 sec): 3 clusters
  Score: Raw -8599067.011364 + Penalty 12719.223025 = -8586347.788339
  nChanged 55
		SP:Iteration 23Q (46915.160000 sec): 3 clusters
  Score: Raw -8599075.017525 + Penalty 12719.223025 = -8586355.794501
  nChanged 46
		SP:Iteration 24Q (46915.400000 sec): 3 clusters
  Score: Raw -8599081.579007 + Penalty 12719.223025 = -8586362.355982
  nChanged 40
		SP:Iteration 25Q (46915.630000 sec): 3 clusters
  Score: Raw -8599087.437057 + Penalty 12719.223025 = -8586368.214032
  nChanged 49
		SP:Iteration 26Q (46915.860000 sec): 3 clusters
  Score: Raw -8599096.068684 + Penalty 12719.223025 = -8586376.845659
  nChanged 53
		SP:Iteration 27Q (46916.100000 sec): 3 clusters
  Score: Raw -8599106.027089 + Penalty 12719.223025 = -8586386.804064
  nChanged 48
		SP:Iteration 28Q (46916.330000 sec): 3 clusters
  Score: Raw -8599114.962644 + Penalty 12719.223025 = -8586395.739619
  nChanged 51
		SP:Iteration 29Q (46916.560000 sec): 3 clusters
  Score: Raw -8599125.423069 + Penalty 12719.223025 = -8586406.200044
  nChanged 57
		SP:Iteration 30Q (46916.790000 sec): 3 clusters
  Score: Raw -8599136.985476 + Penalty 12719.223025 = -8586417.762452
  nChanged 65
		SP:Iteration 31Q (46917.020000 sec): 3 clusters
  Score: Raw -8599149.395258 + Penalty 12719.223025 = -8586430.172233
  nChanged 57
		SP:Iteration 32Q (46917.260000 sec): 3 clusters
  Score: Raw -8599160.938963 + Penalty 12719.223025 = -8586441.715938
  nChanged 57
		SP:Iteration 33Q (46917.500000 sec): 3 clusters
  Score: Raw -8599171.464639 + Penalty 12719.223025 = -8586452.241614
  nChanged 60
		SP:Iteration 34Q (46917.750000 sec): 3 clusters
  Score: Raw -8599182.644445 + Penalty 12719.223025 = -8586463.421420
  nChanged 49
		SP:Iteration 35Q (46917.990000 sec): 3 clusters
  Score: Raw -8599190.658783 + Penalty 12719.223025 = -8586471.435758
  nChanged 42
		SP:Iteration 36Q (46918.230000 sec): 3 clusters
  Score: Raw -8599196.392786 + Penalty 12719.223025 = -8586477.169761
  nChanged 35
		SP:Iteration 37Q (46918.470000 sec): 3 clusters
  Score: Raw -8599201.783354 + Penalty 12719.223025 = -8586482.560329
  nChanged 33
		SP:Iteration 38Q (46918.720000 sec): 3 clusters
  Score: Raw -8599206.826277 + Penalty 12719.223025 = -8586487.603253
  nChanged 45
		SP:Iteration 39Q (46918.960000 sec): 3 clusters
  Score: Raw -8599214.366390 + Penalty 12719.223025 = -8586495.143365
  nChanged 41
		SP:Iteration 40F (46919.190000 sec): 3 clusters
  Score: Raw -8599221.408928 + Penalty 12719.223025 = -8586502.185904
  nChanged 44
		SP:Iteration 41Q (46919.420000 sec): 3 clusters
  Score: Raw -8599228.303437 + Penalty 12719.223025 = -8586509.080412
  nChanged 31
		SP:Iteration 42Q (46919.660000 sec): 3 clusters
  Score: Raw -8599233.726922 + Penalty 12719.223025 = -8586514.503897
  nChanged 33
		SP:Iteration 43Q (46919.890000 sec): 3 clusters
  Score: Raw -8599238.978222 + Penalty 12719.223025 = -8586519.755197
  nChanged 34
		SP:Iteration 44Q (46920.130000 sec): 3 clusters
  Score: Raw -8599245.640254 + Penalty 12719.223025 = -8586526.417229
  nChanged 48
		SP:Iteration 45Q (46920.360000 sec): 3 clusters
  Score: Raw -8599254.224321 + Penalty 12719.223025 = -8586535.001297
  nChanged 43
		SP:Iteration 46Q (46920.600000 sec): 3 clusters
  Score: Raw -8599262.482048 + Penalty 12719.223025 = -8586543.259023
  nChanged 49
		SP:Iteration 47Q (46920.840000 sec): 3 clusters
  Score: Raw -8599272.019914 + Penalty 12719.223025 = -8586552.796889
  nChanged 55
		SP:Iteration 48Q (46921.070000 sec): 3 clusters
  Score: Raw -8599284.155380 + Penalty 12719.223025 = -8586564.932355
  nChanged 58
		SP:Iteration 49Q (46921.310000 sec): 3 clusters
  Score: Raw -8599295.176831 + Penalty 12719.223025 = -8586575.953806
  nChanged 52
		SP:Iteration 50Q (46921.540000 sec): 3 clusters
  Score: Raw -8599306.824373 + Penalty 12719.223025 = -8586587.601348
  nChanged 58
		SP:Iteration 51Q (46921.770000 sec): 3 clusters
  Score: Raw -8599319.955045 + Penalty 12719.223025 = -8586600.732020
  nChanged 60
		SP:Iteration 52Q (46922.000000 sec): 3 clusters
  Score: Raw -8599331.088617 + Penalty 12719.223025 = -8586611.865592
  nChanged 52
		SP:Iteration 53Q (46922.230000 sec): 3 clusters
  Score: Raw -8599340.242226 + Penalty 12719.223025 = -8586621.019201
  nChanged 40
		SP:Iteration 54Q (46922.470000 sec): 3 clusters
  Score: Raw -8599347.514557 + Penalty 12719.223025 = -8586628.291532
  nChanged 40
		SP:Iteration 55Q (46922.700000 sec): 3 clusters
  Score: Raw -8599355.040339 + Penalty 12719.223025 = -8586635.817314
  nChanged 41
		SP:Iteration 56Q (46922.930000 sec): 3 clusters
  Score: Raw -8599362.304580 + Penalty 12719.223025 = -8586643.081555
  nChanged 34
		SP:Iteration 57Q (46923.170000 sec): 3 clusters
  Score: Raw -8599368.495461 + Penalty 12719.223025 = -8586649.272436
  nChanged 31
		SP:Iteration 58Q (46923.400000 sec): 3 clusters
  Score: Raw -8599374.636950 + Penalty 12719.223025 = -8586655.413925
  nChanged 30
		SP:Iteration 59Q (46923.630000 sec): 3 clusters
  Score: Raw -8599380.610916 + Penalty 12719.223025 = -8586661.387891
  nChanged 28
		SP:Iteration 60F (46923.860000 sec): 3 clusters
  Score: Raw -8599386.086528 + Penalty 12719.223025 = -8586666.863503
  nChanged 23
		SP:Iteration 61Q (46924.090000 sec): 3 clusters
  Score: Raw -8599390.019110 + Penalty 12719.223025 = -8586670.796085
  nChanged 23
		SP:Iteration 62Q (46924.320000 sec): 3 clusters
  Score: Raw -8599394.120256 + Penalty 12719.223025 = -8586674.897232
  nChanged 24
		SP:Iteration 63Q (46924.550000 sec): 3 clusters
  Score: Raw -8599398.184450 + Penalty 12719.223025 = -8586678.961425
  nChanged 32
		SP:Iteration 64Q (46924.790000 sec): 3 clusters
  Score: Raw -8599403.806634 + Penalty 12719.223025 = -8586684.583609
  nChanged 32
		SP:Iteration 65Q (46925.010000 sec): 3 clusters
  Score: Raw -8599409.435574 + Penalty 12719.223025 = -8586690.212549
  nChanged 29
		SP:Iteration 66Q (46925.250000 sec): 3 clusters
  Score: Raw -8599414.458715 + Penalty 12719.223025 = -8586695.235691
  nChanged 28
		SP:Iteration 67Q (46925.480000 sec): 3 clusters
  Score: Raw -8599420.008504 + Penalty 12719.223025 = -8586700.785479
  nChanged 30
		SP:Iteration 68Q (46925.710000 sec): 3 clusters
  Score: Raw -8599425.269719 + Penalty 12719.223025 = -8586706.046694
  nChanged 24
		SP:Iteration 69Q (46925.940000 sec): 3 clusters
  Score: Raw -8599430.480798 + Penalty 12719.223025 = -8586711.257773
  nChanged 23
		SP:Iteration 70Q (46926.170000 sec): 3 clusters
  Score: Raw -8599435.061842 + Penalty 12719.223025 = -8586715.838817
  nChanged 34
		SP:Iteration 71Q (46926.400000 sec): 3 clusters
  Score: Raw -8599441.601285 + Penalty 12719.223025 = -8586722.378260
  nChanged 35
		SP:Iteration 72Q (46926.640000 sec): 3 clusters
  Score: Raw -8599448.500367 + Penalty 12719.223025 = -8586729.277342
  nChanged 30
		SP:Iteration 73Q (46926.870000 sec): 3 clusters
  Score: Raw -8599454.379750 + Penalty 12719.223025 = -8586735.156725
  nChanged 28
		SP:Iteration 74Q (46927.100000 sec): 3 clusters
  Score: Raw -8599460.179372 + Penalty 12719.223025 = -8586740.956348
  nChanged 25
		SP:Iteration 75Q (46927.330000 sec): 3 clusters
  Score: Raw -8599464.089339 + Penalty 12719.223025 = -8586744.866314
  nChanged 13
		SP:Iteration 76Q (46927.560000 sec): 3 clusters
  Score: Raw -8599466.283638 + Penalty 12719.223025 = -8586747.060613
  nChanged 10
		SP:Iteration 77Q (46927.790000 sec): 3 clusters
  Score: Raw -8599468.345631 + Penalty 12719.223025 = -8586749.122606
  nChanged 13
		SP:Iteration 78Q (46928.030000 sec): 3 clusters
  Score: Raw -8599470.584098 + Penalty 12719.223025 = -8586751.361073
  nChanged 11
		SP:Iteration 79Q (46928.270000 sec): 3 clusters
  Score: Raw -8599472.331419 + Penalty 12719.223025 = -8586753.108394
  nChanged 8
		SP:Iteration 80F (46928.510000 sec): 3 clusters
  Score: Raw -8599473.626588 + Penalty 12719.223025 = -8586754.403563
  nChanged 7
		SP:Iteration 81Q (46928.750000 sec): 3 clusters
  Score: Raw -8599474.836658 + Penalty 12719.223025 = -8586755.613634
  nChanged 6
		SP:Iteration 82Q (46928.990000 sec): 3 clusters
  Score: Raw -8599475.786083 + Penalty 12719.223025 = -8586756.563058
  nChanged 2
		SP:Iteration 83Q (46929.220000 sec): 3 clusters
  Score: Raw -8599476.078120 + Penalty 12719.223025 = -8586756.855095
  nChanged 2
		SP:Iteration 84Q (46929.450000 sec): 3 clusters
  Score: Raw -8599476.432168 + Penalty 12719.223025 = -8586757.209144
  nChanged 4
		SP:Iteration 85Q (46929.680000 sec): 3 clusters
  Score: Raw -8599477.070063 + Penalty 12719.223025 = -8586757.847038
  nChanged 4
		SP:Iteration 86Q (46929.910000 sec): 3 clusters
  Score: Raw -8599477.556462 + Penalty 12719.223025 = -8586758.333437
  nChanged 1
		SP:Iteration 87Q (46930.140000 sec): 3 clusters
  Score: Raw -8599477.696015 + Penalty 12719.223025 = -8586758.472990
  nChanged 0
		SP:Iteration 88F (46930.370000 sec): 3 clusters
  Score: Raw -8599477.696015 + Penalty 12719.223025 = -8586758.472990
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (8911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46930.440000 sec): 2 clusters
  Score: Raw -2320185.565049 + Penalty 5570.713070 = -2314614.851979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46930.510000 sec): 3 clusters
  Score: Raw -2316145.016931 + Penalty 11141.426141 = -2305003.590790
  nChanged 3236
		SP:Iteration 1F (46930.570000 sec): 3 clusters
  Score: Raw -2318171.293899 + Penalty 11141.426141 = -2307029.867758
  nChanged 702
		SP:Iteration 2F (46930.640000 sec): 3 clusters
  Score: Raw -2318664.388695 + Penalty 11141.426141 = -2307522.962555
  nChanged 454
		SP:Iteration 3F (46930.710000 sec): 3 clusters
  Score: Raw -2318959.296392 + Penalty 11141.426141 = -2307817.870251
  nChanged 339
		SP:Iteration 4Q (46930.770000 sec): 3 clusters
  Score: Raw -2319175.815249 + Penalty 11141.426141 = -2308034.389108
  nChanged 267
		SP:Iteration 5Q (46930.840000 sec): 3 clusters
  Score: Raw -2319322.863224 + Penalty 11141.426141 = -2308181.437083
  nChanged 190
		SP:Iteration 6Q (46930.900000 sec): 3 clusters
  Score: Raw -2319435.487834 + Penalty 11141.426141 = -2308294.061693
  nChanged 190
		SP:Iteration 7Q (46930.970000 sec): 3 clusters
  Score: Raw -2319544.913891 + Penalty 11141.426141 = -2308403.487750
  nChanged 160
		SP:Iteration 8Q (46931.030000 sec): 3 clusters
  Score: Raw -2319632.818133 + Penalty 11141.426141 = -2308491.391992
  nChanged 146
		SP:Iteration 9Q (46931.100000 sec): 3 clusters
  Score: Raw -2319713.171608 + Penalty 11141.426141 = -2308571.745468
  nChanged 135
		SP:Iteration 10Q (46931.170000 sec): 3 clusters
  Score: Raw -2319779.456746 + Penalty 11141.426141 = -2308638.030605
  nChanged 127
		SP:Iteration 11Q (46931.230000 sec): 3 clusters
  Score: Raw -2319843.694167 + Penalty 11141.426141 = -2308702.268026
  nChanged 116
		SP:Iteration 12Q (46931.300000 sec): 3 clusters
  Score: Raw -2319894.585608 + Penalty 11141.426141 = -2308753.159468
  nChanged 97
		SP:Iteration 13Q (46931.360000 sec): 3 clusters
  Score: Raw -2319938.241925 + Penalty 11141.426141 = -2308796.815784
  nChanged 78
		SP:Iteration 14Q (46931.430000 sec): 3 clusters
  Score: Raw -2319973.208656 + Penalty 11141.426141 = -2308831.782515
  nChanged 82
		SP:Iteration 15Q (46931.490000 sec): 3 clusters
  Score: Raw -2320008.595449 + Penalty 11141.426141 = -2308867.169308
  nChanged 69
		SP:Iteration 16Q (46931.550000 sec): 3 clusters
  Score: Raw -2320037.247978 + Penalty 11141.426141 = -2308895.821837
  nChanged 67
		SP:Iteration 17Q (46931.620000 sec): 3 clusters
  Score: Raw -2320067.731896 + Penalty 11141.426141 = -2308926.305755
  nChanged 63
		SP:Iteration 18Q (46931.690000 sec): 3 clusters
  Score: Raw -2320096.667873 + Penalty 11141.426141 = -2308955.241732
  nChanged 64
		SP:Iteration 19Q (46931.750000 sec): 3 clusters
  Score: Raw -2320124.029714 + Penalty 11141.426141 = -2308982.603573
  nChanged 60
		SP:Iteration 20F (46931.820000 sec): 3 clusters
  Score: Raw -2320149.994173 + Penalty 11141.426141 = -2309008.568032
  nChanged 61
		SP:Iteration 21Q (46931.880000 sec): 3 clusters
  Score: Raw -2320175.734932 + Penalty 11141.426141 = -2309034.308792
  nChanged 66
		SP:Iteration 22Q (46931.950000 sec): 3 clusters
  Score: Raw -2320204.523189 + Penalty 11141.426141 = -2309063.097048
  nChanged 63
		SP:Iteration 23Q (46932.010000 sec): 3 clusters
  Score: Raw -2320231.800178 + Penalty 11141.426141 = -2309090.374037
  nChanged 62
		SP:Iteration 24Q (46932.070000 sec): 3 clusters
  Score: Raw -2320260.171061 + Penalty 11141.426141 = -2309118.744921
  nChanged 61
		SP:Iteration 25Q (46932.140000 sec): 3 clusters
  Score: Raw -2320288.547859 + Penalty 11141.426141 = -2309147.121719
  nChanged 55
		SP:Iteration 26Q (46932.200000 sec): 3 clusters
  Score: Raw -2320317.646279 + Penalty 11141.426141 = -2309176.220139
  nChanged 67
		SP:Iteration 27Q (46932.270000 sec): 3 clusters
  Score: Raw -2320351.312910 + Penalty 11141.426141 = -2309209.886769
  nChanged 66
		SP:Iteration 28Q (46932.330000 sec): 3 clusters
  Score: Raw -2320382.981546 + Penalty 11141.426141 = -2309241.555405
  nChanged 66
		SP:Iteration 29Q (46932.400000 sec): 3 clusters
  Score: Raw -2320411.396156 + Penalty 11141.426141 = -2309269.970015
  nChanged 48
		SP:Iteration 30Q (46932.460000 sec): 3 clusters
  Score: Raw -2320432.436708 + Penalty 11141.426141 = -2309291.010567
  nChanged 44
		SP:Iteration 31Q (46932.530000 sec): 3 clusters
  Score: Raw -2320451.309437 + Penalty 11141.426141 = -2309309.883296
  nChanged 37
		SP:Iteration 32Q (46932.590000 sec): 3 clusters
  Score: Raw -2320469.018716 + Penalty 11141.426141 = -2309327.592575
  nChanged 40
		SP:Iteration 33Q (46932.650000 sec): 3 clusters
  Score: Raw -2320487.312013 + Penalty 11141.426141 = -2309345.885872
  nChanged 38
		SP:Iteration 34Q (46932.720000 sec): 3 clusters
  Score: Raw -2320503.360944 + Penalty 11141.426141 = -2309361.934803
  nChanged 41
		SP:Iteration 35Q (46932.780000 sec): 3 clusters
  Score: Raw -2320518.919553 + Penalty 11141.426141 = -2309377.493412
  nChanged 34
		SP:Iteration 36Q (46932.850000 sec): 3 clusters
  Score: Raw -2320535.238796 + Penalty 11141.426141 = -2309393.812655
  nChanged 44
		SP:Iteration 37Q (46932.910000 sec): 3 clusters
  Score: Raw -2320553.785527 + Penalty 11141.426141 = -2309412.359387
  nChanged 37
		SP:Iteration 38Q (46932.970000 sec): 3 clusters
  Score: Raw -2320569.668990 + Penalty 11141.426141 = -2309428.242850
  nChanged 34
		SP:Iteration 39Q (46933.040000 sec): 3 clusters
  Score: Raw -2320582.921293 + Penalty 11141.426141 = -2309441.495152
  nChanged 32
		SP:Iteration 40F (46933.110000 sec): 3 clusters
  Score: Raw -2320594.934203 + Penalty 11141.426141 = -2309453.508062
  nChanged 29
		SP:Iteration 41Q (46933.170000 sec): 3 clusters
  Score: Raw -2320608.573990 + Penalty 11141.426141 = -2309467.147849
  nChanged 32
		SP:Iteration 42Q (46933.230000 sec): 3 clusters
  Score: Raw -2320622.153387 + Penalty 11141.426141 = -2309480.727246
  nChanged 25
		SP:Iteration 43Q (46933.300000 sec): 3 clusters
  Score: Raw -2320634.127682 + Penalty 11141.426141 = -2309492.701541
  nChanged 28
		SP:Iteration 44Q (46933.360000 sec): 3 clusters
  Score: Raw -2320646.136852 + Penalty 11141.426141 = -2309504.710712
  nChanged 28
		SP:Iteration 45Q (46933.430000 sec): 3 clusters
  Score: Raw -2320659.271253 + Penalty 11141.426141 = -2309517.845112
  nChanged 27
		SP:Iteration 46Q (46933.490000 sec): 3 clusters
  Score: Raw -2320671.822083 + Penalty 11141.426141 = -2309530.395943
  nChanged 25
		SP:Iteration 47Q (46933.550000 sec): 3 clusters
  Score: Raw -2320682.646245 + Penalty 11141.426141 = -2309541.220104
  nChanged 23
		SP:Iteration 48Q (46933.610000 sec): 3 clusters
  Score: Raw -2320693.126816 + Penalty 11141.426141 = -2309551.700676
  nChanged 25
		SP:Iteration 49Q (46933.670000 sec): 3 clusters
  Score: Raw -2320704.123914 + Penalty 11141.426141 = -2309562.697773
  nChanged 24
		SP:Iteration 50Q (46933.740000 sec): 3 clusters
  Score: Raw -2320714.041292 + Penalty 11141.426141 = -2309572.615151
  nChanged 23
		SP:Iteration 51Q (46933.800000 sec): 3 clusters
  Score: Raw -2320724.203731 + Penalty 11141.426141 = -2309582.777591
  nChanged 18
		SP:Iteration 52Q (46933.860000 sec): 3 clusters
  Score: Raw -2320731.883456 + Penalty 11141.426141 = -2309590.457315
  nChanged 21
		SP:Iteration 53Q (46933.920000 sec): 3 clusters
  Score: Raw -2320743.122091 + Penalty 11141.426141 = -2309601.695951
  nChanged 32
		SP:Iteration 54Q (46933.990000 sec): 3 clusters
  Score: Raw -2320757.075047 + Penalty 11141.426141 = -2309615.648906
  nChanged 41
		SP:Iteration 55Q (46934.050000 sec): 3 clusters
  Score: Raw -2320776.208153 + Penalty 11141.426141 = -2309634.782012
  nChanged 44
		SP:Iteration 56Q (46934.110000 sec): 3 clusters
  Score: Raw -2320797.117553 + Penalty 11141.426141 = -2309655.691412
  nChanged 49
		SP:Iteration 57Q (46934.170000 sec): 3 clusters
  Score: Raw -2320820.816258 + Penalty 11141.426141 = -2309679.390117
  nChanged 54
		SP:Iteration 58Q (46934.230000 sec): 3 clusters
  Score: Raw -2320848.658222 + Penalty 11141.426141 = -2309707.232081
  nChanged 50
		SP:Iteration 59Q (46934.300000 sec): 3 clusters
  Score: Raw -2320875.021182 + Penalty 11141.426141 = -2309733.595042
  nChanged 48
		SP:Iteration 60F (46934.360000 sec): 3 clusters
  Score: Raw -2320902.068228 + Penalty 11141.426141 = -2309760.642087
  nChanged 66
		SP:Iteration 61Q (46934.420000 sec): 3 clusters
  Score: Raw -2320940.543227 + Penalty 11141.426141 = -2309799.117086
  nChanged 60
		SP:Iteration 62Q (46934.480000 sec): 3 clusters
  Score: Raw -2320973.916093 + Penalty 11141.426141 = -2309832.489952
  nChanged 59
		SP:Iteration 63Q (46934.550000 sec): 3 clusters
  Score: Raw -2321007.289694 + Penalty 11141.426141 = -2309865.863554
  nChanged 48
		SP:Iteration 64Q (46934.610000 sec): 3 clusters
  Score: Raw -2321036.977312 + Penalty 11141.426141 = -2309895.551172
  nChanged 45
		SP:Iteration 65Q (46934.670000 sec): 3 clusters
  Score: Raw -2321065.468599 + Penalty 11141.426141 = -2309924.042458
  nChanged 58
		SP:Iteration 66Q (46934.730000 sec): 3 clusters
  Score: Raw -2321102.537393 + Penalty 11141.426141 = -2309961.111253
  nChanged 55
		SP:Iteration 67Q (46934.790000 sec): 3 clusters
  Score: Raw -2321138.884662 + Penalty 11141.426141 = -2309997.458521
  nChanged 64
		SP:Iteration 68Q (46934.850000 sec): 3 clusters
  Score: Raw -2321179.321069 + Penalty 11141.426141 = -2310037.894928
  nChanged 57
		SP:Iteration 69Q (46934.910000 sec): 3 clusters
  Score: Raw -2321221.429460 + Penalty 11141.426141 = -2310080.003319
  nChanged 67
		SP:Iteration 70Q (46934.970000 sec): 3 clusters
  Score: Raw -2321269.998584 + Penalty 11141.426141 = -2310128.572443
  nChanged 79
		SP:Iteration 71Q (46935.030000 sec): 3 clusters
  Score: Raw -2321330.781410 + Penalty 11141.426141 = -2310189.355269
  nChanged 90
		SP:Iteration 72Q (46935.090000 sec): 3 clusters
  Score: Raw -2321394.906613 + Penalty 11141.426141 = -2310253.480472
  nChanged 73
		SP:Iteration 73Q (46935.160000 sec): 3 clusters
  Score: Raw -2321444.391698 + Penalty 11141.426141 = -2310302.965558
  nChanged 80
		SP:Iteration 74Q (46935.220000 sec): 3 clusters
  Score: Raw -2321497.253277 + Penalty 11141.426141 = -2310355.827136
  nChanged 78
		SP:Iteration 75Q (46935.280000 sec): 3 clusters
  Score: Raw -2321556.125373 + Penalty 11141.426141 = -2310414.699232
  nChanged 70
		SP:Iteration 76Q (46935.340000 sec): 3 clusters
  Score: Raw -2321616.967793 + Penalty 11141.426141 = -2310475.541652
  nChanged 77
		SP:Iteration 77Q (46935.400000 sec): 3 clusters
  Score: Raw -2321702.229186 + Penalty 11141.426141 = -2310560.803045
  nChanged 96
		SP:Iteration 78Q (46935.460000 sec): 3 clusters
  Score: Raw -2321821.185466 + Penalty 11141.426141 = -2310679.759325
  nChanged 110
		SP:Iteration 79Q (46935.520000 sec): 3 clusters
  Score: Raw -2322028.541512 + Penalty 11141.426141 = -2310887.115371
  nChanged 150
		SP:Iteration 80F (46935.590000 sec): 3 clusters
  Score: Raw -2322267.512887 + Penalty 11141.426141 = -2311126.086746
  nChanged 143
		SP:Iteration 81Q (46935.640000 sec): 3 clusters
  Score: Raw -2322467.280098 + Penalty 11141.426141 = -2311325.853958
  nChanged 136
		SP:Iteration 82Q (46935.690000 sec): 3 clusters
  Score: Raw -2322663.483629 + Penalty 11141.426141 = -2311522.057488
  nChanged 161
		SP:Iteration 83Q (46935.740000 sec): 3 clusters
  Score: Raw -2323031.029235 + Penalty 11141.426141 = -2311889.603094
  nChanged 159
		SP:Iteration 84Q (46935.790000 sec): 3 clusters
  Score: Raw -2323391.115356 + Penalty 11141.426141 = -2312249.689216
  nChanged 201
		SP:Iteration 85Q (46935.850000 sec): 3 clusters
  Score: Raw -2323825.012420 + Penalty 11141.426141 = -2312683.586279
  nChanged 204
		SP:Iteration 86Q (46935.900000 sec): 3 clusters
  Score: Raw -2324529.344829 + Penalty 11141.426141 = -2313387.918688
  nChanged 154
		SP:Iteration 87Q (46935.950000 sec): 3 clusters
  Score: Raw -2325044.764494 + Penalty 11141.426141 = -2313903.338353
  nChanged 68
		SP:Iteration 88Q (46935.990000 sec): 3 clusters
  Score: Raw -2325154.306700 + Penalty 11141.426141 = -2314012.880559
  nChanged 30
		SP:Iteration 89Q (46936.040000 sec): 3 clusters
  Score: Raw -2325184.963640 + Penalty 11141.426141 = -2314043.537499
  nChanged 21
		SP:Iteration 90Q (46936.090000 sec): 3 clusters
  Score: Raw -2325202.376068 + Penalty 11141.426141 = -2314060.949928
  nChanged 16
		SP:Iteration 91Q (46936.130000 sec): 3 clusters
  Score: Raw -2325212.148677 + Penalty 11141.426141 = -2314070.722536
  nChanged 13
		SP:Iteration 92Q (46936.180000 sec): 3 clusters
  Score: Raw -2325219.504602 + Penalty 11141.426141 = -2314078.078461
  nChanged 4
		SP:Iteration 93Q (46936.230000 sec): 3 clusters
  Score: Raw -2325221.244560 + Penalty 11141.426141 = -2314079.818420
  nChanged 2
		SP:Iteration 94Q (46936.270000 sec): 3 clusters
  Score: Raw -2325222.127102 + Penalty 11141.426141 = -2314080.700961
  nChanged 0
		SP:Iteration 95F (46936.340000 sec): 3 clusters
  Score: Raw -2325222.127102 + Penalty 11141.426141 = -2314080.700961
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46936.350000 sec): 2 clusters
  Score: Raw -134867.506139 + Penalty 3901.564352 = -130965.941787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46936.360000 sec): 3 clusters
  Score: Raw -135339.532630 + Penalty 7803.128704 = -127536.403926
  nChanged 65
		SP:Iteration 1F (46936.360000 sec): 3 clusters
  Score: Raw -135563.033742 + Penalty 7803.128704 = -127759.905038
  nChanged 15
		SP:Iteration 2Q (46936.370000 sec): 3 clusters
  Score: Raw -135608.993649 + Penalty 7803.128704 = -127805.864946
  nChanged 3
		SP:Iteration 3Q (46936.370000 sec): 3 clusters
  Score: Raw -135614.124368 + Penalty 7803.128704 = -127810.995664
  nChanged 4
		SP:Iteration 4Q (46936.370000 sec): 3 clusters
  Score: Raw -135630.173554 + Penalty 7803.128704 = -127827.044850
  nChanged 3
		SP:Iteration 5Q (46936.380000 sec): 3 clusters
  Score: Raw -135637.344634 + Penalty 7803.128704 = -127834.215930
  nChanged 2
		SP:Iteration 6Q (46936.380000 sec): 3 clusters
  Score: Raw -135641.861213 + Penalty 7803.128704 = -127838.732509
  nChanged 1
		SP:Iteration 7Q (46936.390000 sec): 3 clusters
  Score: Raw -135645.650953 + Penalty 7803.128704 = -127842.522249
  nChanged 0
		SP:Iteration 8F (46936.390000 sec): 3 clusters
  Score: Raw -135645.650953 + Penalty 7803.128704 = -127842.522249
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (11710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46936.470000 sec): 2 clusters
  Score: Raw -2964379.122129 + Penalty 5738.021555 = -2958641.100575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46936.560000 sec): 3 clusters
  Score: Raw -2958953.875913 + Penalty 11476.043109 = -2947477.832803
  nChanged 4426
		SP:Iteration 1F (46936.650000 sec): 3 clusters
  Score: Raw -2962150.944726 + Penalty 11476.043109 = -2950674.901617
  nChanged 1156
		SP:Iteration 2F (46936.740000 sec): 3 clusters
  Score: Raw -2963419.906119 + Penalty 11476.043109 = -2951943.863010
  nChanged 929
		SP:Iteration 3F (46936.830000 sec): 3 clusters
  Score: Raw -2964411.686590 + Penalty 11476.043109 = -2952935.643481
  nChanged 717
		SP:Iteration 4F (46936.920000 sec): 3 clusters
  Score: Raw -2965052.508178 + Penalty 11476.043109 = -2953576.465069
  nChanged 545
		SP:Iteration 5Q (46937.010000 sec): 3 clusters
  Score: Raw -2965450.073155 + Penalty 11476.043109 = -2953974.030046
  nChanged 441
		SP:Iteration 6Q (46937.090000 sec): 3 clusters
  Score: Raw -2965753.798712 + Penalty 11476.043109 = -2954277.755603
  nChanged 356
		SP:Iteration 7Q (46937.170000 sec): 3 clusters
  Score: Raw -2965990.611222 + Penalty 11476.043109 = -2954514.568112
  nChanged 263
		SP:Iteration 8Q (46937.260000 sec): 3 clusters
  Score: Raw -2966163.131143 + Penalty 11476.043109 = -2954687.088033
  nChanged 253
		SP:Iteration 9Q (46937.350000 sec): 3 clusters
  Score: Raw -2966326.471759 + Penalty 11476.043109 = -2954850.428649
  nChanged 236
		SP:Iteration 10Q (46937.430000 sec): 3 clusters
  Score: Raw -2966479.001463 + Penalty 11476.043109 = -2955002.958354
  nChanged 216
		SP:Iteration 11Q (46937.510000 sec): 3 clusters
  Score: Raw -2966619.091087 + Penalty 11476.043109 = -2955143.047978
  nChanged 221
		SP:Iteration 12Q (46937.590000 sec): 3 clusters
  Score: Raw -2966759.512006 + Penalty 11476.043109 = -2955283.468897
  nChanged 193
		SP:Iteration 13Q (46937.670000 sec): 3 clusters
  Score: Raw -2966882.050362 + Penalty 11476.043109 = -2955406.007253
  nChanged 171
		SP:Iteration 14Q (46937.750000 sec): 3 clusters
  Score: Raw -2966997.080650 + Penalty 11476.043109 = -2955521.037541
  nChanged 140
		SP:Iteration 15Q (46937.830000 sec): 3 clusters
  Score: Raw -2967090.100191 + Penalty 11476.043109 = -2955614.057081
  nChanged 112
		SP:Iteration 16Q (46937.910000 sec): 3 clusters
  Score: Raw -2967152.442644 + Penalty 11476.043109 = -2955676.399535
  nChanged 101
		SP:Iteration 17Q (46937.990000 sec): 3 clusters
  Score: Raw -2967204.414690 + Penalty 11476.043109 = -2955728.371581
  nChanged 73
		SP:Iteration 18Q (46938.070000 sec): 3 clusters
  Score: Raw -2967246.546548 + Penalty 11476.043109 = -2955770.503439
  nChanged 56
		SP:Iteration 19Q (46938.150000 sec): 3 clusters
  Score: Raw -2967274.512131 + Penalty 11476.043109 = -2955798.469022
  nChanged 49
		SP:Iteration 20F (46938.230000 sec): 3 clusters
  Score: Raw -2967297.818778 + Penalty 11476.043109 = -2955821.775669
  nChanged 36
		SP:Iteration 21Q (46938.310000 sec): 3 clusters
  Score: Raw -2967311.332303 + Penalty 11476.043109 = -2955835.289194
  nChanged 31
		SP:Iteration 22Q (46938.390000 sec): 3 clusters
  Score: Raw -2967324.717528 + Penalty 11476.043109 = -2955848.674418
  nChanged 34
		SP:Iteration 23Q (46938.460000 sec): 3 clusters
  Score: Raw -2967341.829823 + Penalty 11476.043109 = -2955865.786714
  nChanged 30
		SP:Iteration 24Q (46938.540000 sec): 3 clusters
  Score: Raw -2967357.138379 + Penalty 11476.043109 = -2955881.095270
  nChanged 33
		SP:Iteration 25Q (46938.620000 sec): 3 clusters
  Score: Raw -2967370.138595 + Penalty 11476.043109 = -2955894.095485
  nChanged 27
		SP:Iteration 26Q (46938.700000 sec): 3 clusters
  Score: Raw -2967381.630309 + Penalty 11476.043109 = -2955905.587200
  nChanged 14
		SP:Iteration 27Q (46938.780000 sec): 3 clusters
  Score: Raw -2967386.978457 + Penalty 11476.043109 = -2955910.935348
  nChanged 11
		SP:Iteration 28Q (46938.860000 sec): 3 clusters
  Score: Raw -2967392.732745 + Penalty 11476.043109 = -2955916.689635
  nChanged 13
		SP:Iteration 29Q (46938.940000 sec): 3 clusters
  Score: Raw -2967398.081809 + Penalty 11476.043109 = -2955922.038700
  nChanged 11
		SP:Iteration 30Q (46939.020000 sec): 3 clusters
  Score: Raw -2967402.936863 + Penalty 11476.043109 = -2955926.893753
  nChanged 10
		SP:Iteration 31Q (46939.100000 sec): 3 clusters
  Score: Raw -2967408.118768 + Penalty 11476.043109 = -2955932.075659
  nChanged 13
		SP:Iteration 32Q (46939.180000 sec): 3 clusters
  Score: Raw -2967413.925242 + Penalty 11476.043109 = -2955937.882132
  nChanged 19
		SP:Iteration 33Q (46939.260000 sec): 3 clusters
  Score: Raw -2967421.495745 + Penalty 11476.043109 = -2955945.452636
  nChanged 17
		SP:Iteration 34Q (46939.340000 sec): 3 clusters
  Score: Raw -2967428.780747 + Penalty 11476.043109 = -2955952.737638
  nChanged 16
		SP:Iteration 35Q (46939.420000 sec): 3 clusters
  Score: Raw -2967436.644208 + Penalty 11476.043109 = -2955960.601098
  nChanged 16
		SP:Iteration 36Q (46939.500000 sec): 3 clusters
  Score: Raw -2967444.112199 + Penalty 11476.043109 = -2955968.069090
  nChanged 23
		SP:Iteration 37Q (46939.570000 sec): 3 clusters
  Score: Raw -2967454.266358 + Penalty 11476.043109 = -2955978.223249
  nChanged 17
		SP:Iteration 38Q (46939.650000 sec): 3 clusters
  Score: Raw -2967462.725439 + Penalty 11476.043109 = -2955986.682330
  nChanged 21
		SP:Iteration 39Q (46939.730000 sec): 3 clusters
  Score: Raw -2967470.611695 + Penalty 11476.043109 = -2955994.568586
  nChanged 16
		SP:Iteration 40F (46939.820000 sec): 3 clusters
  Score: Raw -2967476.906729 + Penalty 11476.043109 = -2956000.863619
  nChanged 15
		SP:Iteration 41Q (46939.890000 sec): 3 clusters
  Score: Raw -2967485.637709 + Penalty 11476.043109 = -2956009.594600
  nChanged 15
		SP:Iteration 42Q (46939.970000 sec): 3 clusters
  Score: Raw -2967491.027539 + Penalty 11476.043109 = -2956014.984430
  nChanged 10
		SP:Iteration 43Q (46940.050000 sec): 3 clusters
  Score: Raw -2967494.223063 + Penalty 11476.043109 = -2956018.179953
  nChanged 9
		SP:Iteration 44Q (46940.120000 sec): 3 clusters
  Score: Raw -2967497.198268 + Penalty 11476.043109 = -2956021.155158
  nChanged 8
		SP:Iteration 45Q (46940.200000 sec): 3 clusters
  Score: Raw -2967499.726748 + Penalty 11476.043109 = -2956023.683639
  nChanged 9
		SP:Iteration 46Q (46940.280000 sec): 3 clusters
  Score: Raw -2967503.980502 + Penalty 11476.043109 = -2956027.937393
  nChanged 10
		SP:Iteration 47Q (46940.350000 sec): 3 clusters
  Score: Raw -2967507.815864 + Penalty 11476.043109 = -2956031.772754
  nChanged 7
		SP:Iteration 48Q (46940.430000 sec): 3 clusters
  Score: Raw -2967511.229395 + Penalty 11476.043109 = -2956035.186286
  nChanged 6
		SP:Iteration 49Q (46940.510000 sec): 3 clusters
  Score: Raw -2967514.163441 + Penalty 11476.043109 = -2956038.120332
  nChanged 9
		SP:Iteration 50Q (46940.590000 sec): 3 clusters
  Score: Raw -2967518.317574 + Penalty 11476.043109 = -2956042.274464
  nChanged 6
		SP:Iteration 51Q (46940.670000 sec): 3 clusters
  Score: Raw -2967520.752766 + Penalty 11476.043109 = -2956044.709657
  nChanged 5
		SP:Iteration 52Q (46940.750000 sec): 3 clusters
  Score: Raw -2967522.142431 + Penalty 11476.043109 = -2956046.099322
  nChanged 1
		SP:Iteration 53Q (46940.830000 sec): 3 clusters
  Score: Raw -2967522.313337 + Penalty 11476.043109 = -2956046.270228
  nChanged 0
		SP:Iteration 54F (46940.920000 sec): 3 clusters
  Score: Raw -2967522.313337 + Penalty 11476.043109 = -2956046.270228
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (18004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46941.040000 sec): 2 clusters
  Score: Raw -4743861.676671 + Penalty 6001.488906 = -4737860.187764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46941.170000 sec): 3 clusters
  Score: Raw -4734502.793261 + Penalty 12002.977812 = -4722499.815448
  nChanged 7263
		SP:Iteration 1F (46941.310000 sec): 3 clusters
  Score: Raw -4738318.762528 + Penalty 12002.977812 = -4726315.784716
  nChanged 1195
		SP:Iteration 2F (46941.450000 sec): 3 clusters
  Score: Raw -4738902.548786 + Penalty 12002.977812 = -4726899.570974
  nChanged 843
		SP:Iteration 3Q (46941.580000 sec): 3 clusters
  Score: Raw -4739297.352115 + Penalty 12002.977812 = -4727294.374302
  nChanged 708
		SP:Iteration 4Q (46941.720000 sec): 3 clusters
  Score: Raw -4739631.547738 + Penalty 12002.977812 = -4727628.569925
  nChanged 591
		SP:Iteration 5Q (46941.850000 sec): 3 clusters
  Score: Raw -4739988.844549 + Penalty 12002.977812 = -4727985.866737
  nChanged 620
		SP:Iteration 6Q (46941.990000 sec): 3 clusters
  Score: Raw -4740459.955208 + Penalty 12002.977812 = -4728456.977396
  nChanged 741
		SP:Iteration 7Q (46942.130000 sec): 3 clusters
  Score: Raw -4741050.995063 + Penalty 12002.977812 = -4729048.017251
  nChanged 847
		SP:Iteration 8Q (46942.260000 sec): 3 clusters
  Score: Raw -4741683.924386 + Penalty 12002.977812 = -4729680.946574
  nChanged 930
		SP:Iteration 9F (46942.400000 sec): 3 clusters
  Score: Raw -4742383.111476 + Penalty 12002.977812 = -4730380.133664
  nChanged 1023
		SP:Iteration 10F (46942.530000 sec): 3 clusters
  Score: Raw -4743213.759229 + Penalty 12002.977812 = -4731210.781417
  nChanged 1031
		SP:Iteration 11F (46942.670000 sec): 3 clusters
  Score: Raw -4744089.444448 + Penalty 12002.977812 = -4732086.466636
  nChanged 1012
		SP:Iteration 12F (46942.810000 sec): 3 clusters
  Score: Raw -4744960.485868 + Penalty 12002.977812 = -4732957.508056
  nChanged 898
		SP:Iteration 13Q (46942.940000 sec): 3 clusters
  Score: Raw -4745708.215403 + Penalty 12002.977812 = -4733705.237591
  nChanged 734
		SP:Iteration 14Q (46943.070000 sec): 3 clusters
  Score: Raw -4746299.821900 + Penalty 12002.977812 = -4734296.844088
  nChanged 602
		SP:Iteration 15Q (46943.210000 sec): 3 clusters
  Score: Raw -4746799.717496 + Penalty 12002.977812 = -4734796.739683
  nChanged 476
		SP:Iteration 16Q (46943.340000 sec): 3 clusters
  Score: Raw -4747180.760832 + Penalty 12002.977812 = -4735177.783020
  nChanged 367
		SP:Iteration 17Q (46943.470000 sec): 3 clusters
  Score: Raw -4747419.468047 + Penalty 12002.977812 = -4735416.490235
  nChanged 286
		SP:Iteration 18Q (46943.590000 sec): 3 clusters
  Score: Raw -4747585.194364 + Penalty 12002.977812 = -4735582.216552
  nChanged 206
		SP:Iteration 19Q (46943.720000 sec): 3 clusters
  Score: Raw -4747695.859951 + Penalty 12002.977812 = -4735692.882139
  nChanged 167
		SP:Iteration 20F (46943.860000 sec): 3 clusters
  Score: Raw -4747784.258577 + Penalty 12002.977812 = -4735781.280765
  nChanged 140
		SP:Iteration 21Q (46943.980000 sec): 3 clusters
  Score: Raw -4747850.303561 + Penalty 12002.977812 = -4735847.325749
  nChanged 109
		SP:Iteration 22Q (46944.110000 sec): 3 clusters
  Score: Raw -4747903.523570 + Penalty 12002.977812 = -4735900.545758
  nChanged 96
		SP:Iteration 23Q (46944.230000 sec): 3 clusters
  Score: Raw -4747945.675961 + Penalty 12002.977812 = -4735942.698149
  nChanged 85
		SP:Iteration 24Q (46944.350000 sec): 3 clusters
  Score: Raw -4747975.173929 + Penalty 12002.977812 = -4735972.196117
  nChanged 65
		SP:Iteration 25Q (46944.470000 sec): 3 clusters
  Score: Raw -4747998.283857 + Penalty 12002.977812 = -4735995.306045
  nChanged 41
		SP:Iteration 26Q (46944.590000 sec): 3 clusters
  Score: Raw -4748011.500155 + Penalty 12002.977812 = -4736008.522343
  nChanged 33
		SP:Iteration 27Q (46944.710000 sec): 3 clusters
  Score: Raw -4748019.055255 + Penalty 12002.977812 = -4736016.077443
  nChanged 18
		SP:Iteration 28Q (46944.830000 sec): 3 clusters
  Score: Raw -4748022.955856 + Penalty 12002.977812 = -4736019.978044
  nChanged 6
		SP:Iteration 29Q (46944.940000 sec): 3 clusters
  Score: Raw -4748024.453833 + Penalty 12002.977812 = -4736021.476021
  nChanged 7
		SP:Iteration 30Q (46945.060000 sec): 3 clusters
  Score: Raw -4748026.583691 + Penalty 12002.977812 = -4736023.605878
  nChanged 13
		SP:Iteration 31Q (46945.170000 sec): 3 clusters
  Score: Raw -4748030.090201 + Penalty 12002.977812 = -4736027.112389
  nChanged 19
		SP:Iteration 32Q (46945.290000 sec): 3 clusters
  Score: Raw -4748034.398758 + Penalty 12002.977812 = -4736031.420946
  nChanged 9
		SP:Iteration 33Q (46945.400000 sec): 3 clusters
  Score: Raw -4748036.403214 + Penalty 12002.977812 = -4736033.425402
  nChanged 7
		SP:Iteration 34Q (46945.520000 sec): 3 clusters
  Score: Raw -4748037.798417 + Penalty 12002.977812 = -4736034.820605
  nChanged 7
		SP:Iteration 35Q (46945.640000 sec): 3 clusters
  Score: Raw -4748039.259186 + Penalty 12002.977812 = -4736036.281374
  nChanged 8
		SP:Iteration 36Q (46945.760000 sec): 3 clusters
  Score: Raw -4748041.844762 + Penalty 12002.977812 = -4736038.866950
  nChanged 6
		SP:Iteration 37Q (46945.870000 sec): 3 clusters
  Score: Raw -4748043.159361 + Penalty 12002.977812 = -4736040.181549
  nChanged 1
		SP:Iteration 38Q (46945.980000 sec): 3 clusters
  Score: Raw -4748043.594909 + Penalty 12002.977812 = -4736040.617097
  nChanged 1
		SP:Iteration 39Q (46946.100000 sec): 3 clusters
  Score: Raw -4748043.797446 + Penalty 12002.977812 = -4736040.819634
  nChanged 0
		SP:Iteration 40F (46946.230000 sec): 3 clusters
  Score: Raw -4748043.797446 + Penalty 12002.977812 = -4736040.819634
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46946.380000 sec): 2 clusters
  Score: Raw -6155026.362126 + Penalty 6151.703322 = -6148874.658804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46946.550000 sec): 3 clusters
  Score: Raw -6142875.947739 + Penalty 12303.406644 = -6130572.541095
  nChanged 9462
		SP:Iteration 1F (46946.720000 sec): 3 clusters
  Score: Raw -6147830.838768 + Penalty 12303.406644 = -6135527.432124
  nChanged 1526
		SP:Iteration 2F (46946.900000 sec): 3 clusters
  Score: Raw -6148548.234303 + Penalty 12303.406644 = -6136244.827659
  nChanged 1166
		SP:Iteration 3F (46947.070000 sec): 3 clusters
  Score: Raw -6149055.599460 + Penalty 12303.406644 = -6136752.192816
  nChanged 915
		SP:Iteration 4Q (46947.240000 sec): 3 clusters
  Score: Raw -6149422.650926 + Penalty 12303.406644 = -6137119.244282
  nChanged 756
		SP:Iteration 5Q (46947.420000 sec): 3 clusters
  Score: Raw -6149706.356759 + Penalty 12303.406644 = -6137402.950115
  nChanged 623
		SP:Iteration 6Q (46947.590000 sec): 3 clusters
  Score: Raw -6149917.330117 + Penalty 12303.406644 = -6137613.923473
  nChanged 525
		SP:Iteration 7Q (46947.770000 sec): 3 clusters
  Score: Raw -6150085.098082 + Penalty 12303.406644 = -6137781.691438
  nChanged 509
		SP:Iteration 8Q (46947.940000 sec): 3 clusters
  Score: Raw -6150239.288988 + Penalty 12303.406644 = -6137935.882344
  nChanged 465
		SP:Iteration 9Q (46948.110000 sec): 3 clusters
  Score: Raw -6150379.781465 + Penalty 12303.406644 = -6138076.374821
  nChanged 444
		SP:Iteration 10Q (46948.290000 sec): 3 clusters
  Score: Raw -6150519.848862 + Penalty 12303.406644 = -6138216.442218
  nChanged 461
		SP:Iteration 11Q (46948.460000 sec): 3 clusters
  Score: Raw -6150660.658171 + Penalty 12303.406644 = -6138357.251527
  nChanged 434
		SP:Iteration 12Q (46948.630000 sec): 3 clusters
  Score: Raw -6150787.936703 + Penalty 12303.406644 = -6138484.530059
  nChanged 426
		SP:Iteration 13Q (46948.800000 sec): 3 clusters
  Score: Raw -6150924.578311 + Penalty 12303.406644 = -6138621.171667
  nChanged 427
		SP:Iteration 14Q (46948.970000 sec): 3 clusters
  Score: Raw -6151063.908414 + Penalty 12303.406644 = -6138760.501770
  nChanged 440
		SP:Iteration 15Q (46949.140000 sec): 3 clusters
  Score: Raw -6151207.950767 + Penalty 12303.406644 = -6138904.544123
  nChanged 460
		SP:Iteration 16Q (46949.300000 sec): 3 clusters
  Score: Raw -6151373.072827 + Penalty 12303.406644 = -6139069.666182
  nChanged 492
		SP:Iteration 17Q (46949.470000 sec): 3 clusters
  Score: Raw -6151558.120465 + Penalty 12303.406644 = -6139254.713821
  nChanged 548
		SP:Iteration 18Q (46949.640000 sec): 3 clusters
  Score: Raw -6151768.841514 + Penalty 12303.406644 = -6139465.434870
  nChanged 571
		SP:Iteration 19Q (46949.810000 sec): 3 clusters
  Score: Raw -6152024.364921 + Penalty 12303.406644 = -6139720.958277
  nChanged 631
		SP:Iteration 20F (46949.970000 sec): 3 clusters
  Score: Raw -6152310.881982 + Penalty 12303.406644 = -6140007.475338
  nChanged 601
		SP:Iteration 21Q (46950.140000 sec): 3 clusters
  Score: Raw -6152591.354299 + Penalty 12303.406644 = -6140287.947655
  nChanged 590
		SP:Iteration 22Q (46950.310000 sec): 3 clusters
  Score: Raw -6152861.478724 + Penalty 12303.406644 = -6140558.072080
  nChanged 583
		SP:Iteration 23Q (46950.480000 sec): 3 clusters
  Score: Raw -6153134.341972 + Penalty 12303.406644 = -6140830.935328
  nChanged 573
		SP:Iteration 24Q (46950.640000 sec): 3 clusters
  Score: Raw -6153417.816971 + Penalty 12303.406644 = -6141114.410327
  nChanged 554
		SP:Iteration 25Q (46950.810000 sec): 3 clusters
  Score: Raw -6153715.242881 + Penalty 12303.406644 = -6141411.836237
  nChanged 541
		SP:Iteration 26Q (46950.970000 sec): 3 clusters
  Score: Raw -6154015.636904 + Penalty 12303.406644 = -6141712.230259
  nChanged 506
		SP:Iteration 27Q (46951.140000 sec): 3 clusters
  Score: Raw -6154314.108574 + Penalty 12303.406644 = -6142010.701930
  nChanged 442
		SP:Iteration 28Q (46951.300000 sec): 3 clusters
  Score: Raw -6154579.524861 + Penalty 12303.406644 = -6142276.118217
  nChanged 401
		SP:Iteration 29Q (46951.460000 sec): 3 clusters
  Score: Raw -6154808.374071 + Penalty 12303.406644 = -6142504.967427
  nChanged 329
		SP:Iteration 30Q (46951.620000 sec): 3 clusters
  Score: Raw -6154982.495065 + Penalty 12303.406644 = -6142679.088421
  nChanged 279
		SP:Iteration 31Q (46951.780000 sec): 3 clusters
  Score: Raw -6155149.818086 + Penalty 12303.406644 = -6142846.411442
  nChanged 236
		SP:Iteration 32Q (46951.940000 sec): 3 clusters
  Score: Raw -6155289.619066 + Penalty 12303.406644 = -6142986.212422
  nChanged 203
		SP:Iteration 33Q (46952.100000 sec): 3 clusters
  Score: Raw -6155416.821525 + Penalty 12303.406644 = -6143113.414881
  nChanged 187
		SP:Iteration 34Q (46952.250000 sec): 3 clusters
  Score: Raw -6155527.282550 + Penalty 12303.406644 = -6143223.875906
  nChanged 149
		SP:Iteration 35Q (46952.400000 sec): 3 clusters
  Score: Raw -6155607.414905 + Penalty 12303.406644 = -6143304.008260
  nChanged 116
		SP:Iteration 36Q (46952.560000 sec): 3 clusters
  Score: Raw -6155676.719532 + Penalty 12303.406644 = -6143373.312888
  nChanged 112
		SP:Iteration 37Q (46952.710000 sec): 3 clusters
  Score: Raw -6155744.286247 + Penalty 12303.406644 = -6143440.879603
  nChanged 105
		SP:Iteration 38Q (46952.860000 sec): 3 clusters
  Score: Raw -6155800.535274 + Penalty 12303.406644 = -6143497.128630
  nChanged 77
		SP:Iteration 39Q (46953.010000 sec): 3 clusters
  Score: Raw -6155842.723633 + Penalty 12303.406644 = -6143539.316989
  nChanged 63
		SP:Iteration 40F (46953.180000 sec): 3 clusters
  Score: Raw -6155879.356100 + Penalty 12303.406644 = -6143575.949456
  nChanged 59
		SP:Iteration 41Q (46953.330000 sec): 3 clusters
  Score: Raw -6155909.319816 + Penalty 12303.406644 = -6143605.913172
  nChanged 46
		SP:Iteration 42Q (46953.480000 sec): 3 clusters
  Score: Raw -6155932.055099 + Penalty 12303.406644 = -6143628.648455
  nChanged 43
		SP:Iteration 43Q (46953.620000 sec): 3 clusters
  Score: Raw -6155955.028298 + Penalty 12303.406644 = -6143651.621654
  nChanged 31
		SP:Iteration 44Q (46953.770000 sec): 3 clusters
  Score: Raw -6155971.615886 + Penalty 12303.406644 = -6143668.209242
  nChanged 28
		SP:Iteration 45Q (46953.910000 sec): 3 clusters
  Score: Raw -6155982.650475 + Penalty 12303.406644 = -6143679.243831
  nChanged 11
		SP:Iteration 46Q (46954.060000 sec): 3 clusters
  Score: Raw -6155988.363596 + Penalty 12303.406644 = -6143684.956952
  nChanged 10
		SP:Iteration 47Q (46954.200000 sec): 3 clusters
  Score: Raw -6155994.329024 + Penalty 12303.406644 = -6143690.922380
  nChanged 17
		SP:Iteration 48Q (46954.340000 sec): 3 clusters
  Score: Raw -6156002.588645 + Penalty 12303.406644 = -6143699.182001
  nChanged 12
		SP:Iteration 49Q (46954.490000 sec): 3 clusters
  Score: Raw -6156007.670957 + Penalty 12303.406644 = -6143704.264313
  nChanged 10
		SP:Iteration 50Q (46954.630000 sec): 3 clusters
  Score: Raw -6156012.706643 + Penalty 12303.406644 = -6143709.299999
  nChanged 15
		SP:Iteration 51Q (46954.780000 sec): 3 clusters
  Score: Raw -6156019.344201 + Penalty 12303.406644 = -6143715.937557
  nChanged 15
		SP:Iteration 52Q (46954.920000 sec): 3 clusters
  Score: Raw -6156025.430361 + Penalty 12303.406644 = -6143722.023717
  nChanged 14
		SP:Iteration 53Q (46955.070000 sec): 3 clusters
  Score: Raw -6156031.802913 + Penalty 12303.406644 = -6143728.396269
  nChanged 10
		SP:Iteration 54Q (46955.220000 sec): 3 clusters
  Score: Raw -6156037.047521 + Penalty 12303.406644 = -6143733.640877
  nChanged 12
		SP:Iteration 55Q (46955.360000 sec): 3 clusters
  Score: Raw -6156041.668965 + Penalty 12303.406644 = -6143738.262321
  nChanged 5
		SP:Iteration 56Q (46955.500000 sec): 3 clusters
  Score: Raw -6156043.904891 + Penalty 12303.406644 = -6143740.498247
  nChanged 1
		SP:Iteration 57Q (46955.640000 sec): 3 clusters
  Score: Raw -6156044.678075 + Penalty 12303.406644 = -6143741.271431
  nChanged 3
		SP:Iteration 58Q (46955.780000 sec): 3 clusters
  Score: Raw -6156045.854827 + Penalty 12303.406644 = -6143742.448183
  nChanged 4
		SP:Iteration 59Q (46955.930000 sec): 3 clusters
  Score: Raw -6156048.130326 + Penalty 12303.406644 = -6143744.723682
  nChanged 6
		SP:Iteration 60F (46956.100000 sec): 3 clusters
  Score: Raw -6156050.697601 + Penalty 12303.406644 = -6143747.290956
  nChanged 3
		SP:Iteration 61Q (46956.230000 sec): 3 clusters
  Score: Raw -6156051.903619 + Penalty 12303.406644 = -6143748.496975
  nChanged 3
		SP:Iteration 62Q (46956.370000 sec): 3 clusters
  Score: Raw -6156053.301707 + Penalty 12303.406644 = -6143749.895062
  nChanged 1
		SP:Iteration 63Q (46956.510000 sec): 3 clusters
  Score: Raw -6156053.537297 + Penalty 12303.406644 = -6143750.130653
  nChanged 0
		SP:Iteration 64F (46956.670000 sec): 3 clusters
  Score: Raw -6156053.537297 + Penalty 12303.406644 = -6143750.130653
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46956.800000 sec): 2 clusters
  Score: Raw -5272442.871721 + Penalty 6073.525166 = -5266369.346555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46956.950000 sec): 3 clusters
  Score: Raw -5261831.913142 + Penalty 12147.050331 = -5249684.862811
  nChanged 8250
		SP:Iteration 1F (46957.090000 sec): 3 clusters
  Score: Raw -5266288.442297 + Penalty 12147.050331 = -5254141.391966
  nChanged 1461
		SP:Iteration 2F (46957.240000 sec): 3 clusters
  Score: Raw -5267052.263963 + Penalty 12147.050331 = -5254905.213632
  nChanged 1126
		SP:Iteration 3F (46957.390000 sec): 3 clusters
  Score: Raw -5267628.757216 + Penalty 12147.050331 = -5255481.706885
  nChanged 952
		SP:Iteration 4Q (46957.540000 sec): 3 clusters
  Score: Raw -5268119.775968 + Penalty 12147.050331 = -5255972.725636
  nChanged 910
		SP:Iteration 5Q (46957.700000 sec): 3 clusters
  Score: Raw -5268645.718501 + Penalty 12147.050331 = -5256498.668170
  nChanged 939
		SP:Iteration 6Q (46957.850000 sec): 3 clusters
  Score: Raw -5269240.511407 + Penalty 12147.050331 = -5257093.461076
  nChanged 954
		SP:Iteration 7Q (46958.000000 sec): 3 clusters
  Score: Raw -5269859.887869 + Penalty 12147.050331 = -5257712.837538
  nChanged 972
		SP:Iteration 8Q (46958.160000 sec): 3 clusters
  Score: Raw -5270528.401423 + Penalty 12147.050331 = -5258381.351091
  nChanged 954
		SP:Iteration 9Q (46958.310000 sec): 3 clusters
  Score: Raw -5271215.245856 + Penalty 12147.050331 = -5259068.195524
  nChanged 849
		SP:Iteration 10Q (46958.460000 sec): 3 clusters
  Score: Raw -5271846.052866 + Penalty 12147.050331 = -5259699.002535
  nChanged 761
		SP:Iteration 11Q (46958.610000 sec): 3 clusters
  Score: Raw -5272414.253521 + Penalty 12147.050331 = -5260267.203190
  nChanged 611
		SP:Iteration 12Q (46958.760000 sec): 3 clusters
  Score: Raw -5272890.706093 + Penalty 12147.050331 = -5260743.655762
  nChanged 482
		SP:Iteration 13Q (46958.920000 sec): 3 clusters
  Score: Raw -5273248.505226 + Penalty 12147.050331 = -5261101.454895
  nChanged 369
		SP:Iteration 14Q (46959.070000 sec): 3 clusters
  Score: Raw -5273521.140813 + Penalty 12147.050331 = -5261374.090482
  nChanged 252
		SP:Iteration 15Q (46959.220000 sec): 3 clusters
  Score: Raw -5273706.609697 + Penalty 12147.050331 = -5261559.559366
  nChanged 189
		SP:Iteration 16Q (46959.360000 sec): 3 clusters
  Score: Raw -5273842.100114 + Penalty 12147.050331 = -5261695.049783
  nChanged 148
		SP:Iteration 17Q (46959.500000 sec): 3 clusters
  Score: Raw -5273943.452274 + Penalty 12147.050331 = -5261796.401943
  nChanged 110
		SP:Iteration 18Q (46959.650000 sec): 3 clusters
  Score: Raw -5274016.181003 + Penalty 12147.050331 = -5261869.130672
  nChanged 89
		SP:Iteration 19Q (46959.790000 sec): 3 clusters
  Score: Raw -5274070.948797 + Penalty 12147.050331 = -5261923.898465
  nChanged 67
		SP:Iteration 20F (46959.940000 sec): 3 clusters
  Score: Raw -5274114.471980 + Penalty 12147.050331 = -5261967.421649
  nChanged 50
		SP:Iteration 21Q (46960.080000 sec): 3 clusters
  Score: Raw -5274148.999764 + Penalty 12147.050331 = -5262001.949433
  nChanged 38
		SP:Iteration 22Q (46960.220000 sec): 3 clusters
  Score: Raw -5274171.960605 + Penalty 12147.050331 = -5262024.910274
  nChanged 31
		SP:Iteration 23Q (46960.350000 sec): 3 clusters
  Score: Raw -5274190.714782 + Penalty 12147.050331 = -5262043.664451
  nChanged 29
		SP:Iteration 24Q (46960.490000 sec): 3 clusters
  Score: Raw -5274210.542458 + Penalty 12147.050331 = -5262063.492127
  nChanged 23
		SP:Iteration 25Q (46960.620000 sec): 3 clusters
  Score: Raw -5274226.907009 + Penalty 12147.050331 = -5262079.856677
  nChanged 16
		SP:Iteration 26Q (46960.760000 sec): 3 clusters
  Score: Raw -5274237.765050 + Penalty 12147.050331 = -5262090.714719
  nChanged 15
		SP:Iteration 27Q (46960.890000 sec): 3 clusters
  Score: Raw -5274249.365732 + Penalty 12147.050331 = -5262102.315401
  nChanged 12
		SP:Iteration 28Q (46961.030000 sec): 3 clusters
  Score: Raw -5274257.937090 + Penalty 12147.050331 = -5262110.886759
  nChanged 13
		SP:Iteration 29Q (46961.160000 sec): 3 clusters
  Score: Raw -5274267.345299 + Penalty 12147.050331 = -5262120.294968
  nChanged 14
		SP:Iteration 30Q (46961.290000 sec): 3 clusters
  Score: Raw -5274274.172971 + Penalty 12147.050331 = -5262127.122640
  nChanged 10
		SP:Iteration 31Q (46961.420000 sec): 3 clusters
  Score: Raw -5274280.382683 + Penalty 12147.050331 = -5262133.332352
  nChanged 7
		SP:Iteration 32Q (46961.550000 sec): 3 clusters
  Score: Raw -5274285.213275 + Penalty 12147.050331 = -5262138.162944
  nChanged 6
		SP:Iteration 33Q (46961.680000 sec): 3 clusters
  Score: Raw -5274288.744159 + Penalty 12147.050331 = -5262141.693828
  nChanged 4
		SP:Iteration 34Q (46961.810000 sec): 3 clusters
  Score: Raw -5274290.913041 + Penalty 12147.050331 = -5262143.862709
  nChanged 3
		SP:Iteration 35Q (46961.940000 sec): 3 clusters
  Score: Raw -5274293.985699 + Penalty 12147.050331 = -5262146.935368
  nChanged 5
		SP:Iteration 36Q (46962.070000 sec): 3 clusters
  Score: Raw -5274296.759175 + Penalty 12147.050331 = -5262149.708844
  nChanged 1
		SP:Iteration 37Q (46962.200000 sec): 3 clusters
  Score: Raw -5274297.194528 + Penalty 12147.050331 = -5262150.144197
  nChanged 1
		SP:Iteration 38Q (46962.330000 sec): 3 clusters
  Score: Raw -5274297.677901 + Penalty 12147.050331 = -5262150.627570
  nChanged 3
		SP:Iteration 39Q (46962.460000 sec): 3 clusters
  Score: Raw -5274298.750618 + Penalty 12147.050331 = -5262151.700287
  nChanged 0
		SP:Iteration 40F (46962.610000 sec): 3 clusters
  Score: Raw -5274298.750618 + Penalty 12147.050331 = -5262151.700287
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46962.630000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46962.630000 sec): 3 clusters
  Score: Raw -66813.112759 + Penalty 6825.888689 = -59987.224070
  nChanged 11
		SP:Iteration 1Q (46962.630000 sec): 3 clusters
  Score: Raw -66908.643567 + Penalty 6825.888689 = -60082.754878
  nChanged 1
		SP:Iteration 2Q (46962.630000 sec): 3 clusters
  Score: Raw -66917.382214 + Penalty 6825.888689 = -60091.493525
  nChanged 0
		SP:Iteration 3F (46962.630000 sec): 3 clusters
  Score: Raw -66917.382214 + Penalty 6825.888689 = -60091.493525
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (22597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46962.790000 sec): 2 clusters
  Score: Raw -5986138.717716 + Penalty 6140.663115 = -5979998.054601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46962.950000 sec): 3 clusters
  Score: Raw -5974073.210994 + Penalty 12281.326231 = -5961791.884763
  nChanged 9402
		SP:Iteration 1F (46963.130000 sec): 3 clusters
  Score: Raw -5979143.024315 + Penalty 12281.326231 = -5966861.698085
  nChanged 1508
		SP:Iteration 2F (46963.300000 sec): 3 clusters
  Score: Raw -5979942.105765 + Penalty 12281.326231 = -5967660.779534
  nChanged 1193
		SP:Iteration 3F (46963.470000 sec): 3 clusters
  Score: Raw -5980571.546395 + Penalty 12281.326231 = -5968290.220165
  nChanged 1008
		SP:Iteration 4Q (46963.640000 sec): 3 clusters
  Score: Raw -5981117.858116 + Penalty 12281.326231 = -5968836.531885
  nChanged 969
		SP:Iteration 5Q (46963.810000 sec): 3 clusters
  Score: Raw -5981652.903680 + Penalty 12281.326231 = -5969371.577449
  nChanged 945
		SP:Iteration 6Q (46963.980000 sec): 3 clusters
  Score: Raw -5982212.119208 + Penalty 12281.326231 = -5969930.792978
  nChanged 913
		SP:Iteration 7Q (46964.150000 sec): 3 clusters
  Score: Raw -5982739.996357 + Penalty 12281.326231 = -5970458.670126
  nChanged 875
		SP:Iteration 8Q (46964.320000 sec): 3 clusters
  Score: Raw -5983216.574445 + Penalty 12281.326231 = -5970935.248214
  nChanged 793
		SP:Iteration 9Q (46964.490000 sec): 3 clusters
  Score: Raw -5983635.057355 + Penalty 12281.326231 = -5971353.731125
  nChanged 713
		SP:Iteration 10Q (46964.650000 sec): 3 clusters
  Score: Raw -5983987.059740 + Penalty 12281.326231 = -5971705.733509
  nChanged 658
		SP:Iteration 11Q (46964.810000 sec): 3 clusters
  Score: Raw -5984308.229485 + Penalty 12281.326231 = -5972026.903254
  nChanged 602
		SP:Iteration 12Q (46964.970000 sec): 3 clusters
  Score: Raw -5984613.864552 + Penalty 12281.326231 = -5972332.538322
  nChanged 597
		SP:Iteration 13Q (46965.130000 sec): 3 clusters
  Score: Raw -5984906.451701 + Penalty 12281.326231 = -5972625.125471
  nChanged 572
		SP:Iteration 14Q (46965.290000 sec): 3 clusters
  Score: Raw -5985196.015007 + Penalty 12281.326231 = -5972914.688777
  nChanged 556
		SP:Iteration 15Q (46965.450000 sec): 3 clusters
  Score: Raw -5985481.811271 + Penalty 12281.326231 = -5973200.485040
  nChanged 574
		SP:Iteration 16Q (46965.610000 sec): 3 clusters
  Score: Raw -5985839.382538 + Penalty 12281.326231 = -5973558.056307
  nChanged 672
		SP:Iteration 17Q (46965.760000 sec): 3 clusters
  Score: Raw -5986352.339217 + Penalty 12281.326231 = -5974071.012987
  nChanged 766
		SP:Iteration 18Q (46965.920000 sec): 3 clusters
  Score: Raw -5987179.302085 + Penalty 12281.326231 = -5974897.975854
  nChanged 897
		SP:Iteration 19Q (46966.070000 sec): 3 clusters
  Score: Raw -5988407.302444 + Penalty 12281.326231 = -5976125.976214
  nChanged 821
		SP:Iteration 20F (46966.240000 sec): 3 clusters
  Score: Raw -5989382.151416 + Penalty 12281.326231 = -5977100.825186
  nChanged 585
		SP:Iteration 21Q (46966.380000 sec): 3 clusters
  Score: Raw -5989786.149100 + Penalty 12281.326231 = -5977504.822869
  nChanged 330
		SP:Iteration 22Q (46966.520000 sec): 3 clusters
  Score: Raw -5989937.669022 + Penalty 12281.326231 = -5977656.342792
  nChanged 180
		SP:Iteration 23Q (46966.660000 sec): 3 clusters
  Score: Raw -5989998.568604 + Penalty 12281.326231 = -5977717.242373
  nChanged 92
		SP:Iteration 24Q (46966.790000 sec): 3 clusters
  Score: Raw -5990024.558115 + Penalty 12281.326231 = -5977743.231885
  nChanged 60
		SP:Iteration 25Q (46966.930000 sec): 3 clusters
  Score: Raw -5990040.977164 + Penalty 12281.326231 = -5977759.650934
  nChanged 51
		SP:Iteration 26Q (46967.070000 sec): 3 clusters
  Score: Raw -5990053.521530 + Penalty 12281.326231 = -5977772.195300
  nChanged 38
		SP:Iteration 27Q (46967.210000 sec): 3 clusters
  Score: Raw -5990059.456797 + Penalty 12281.326231 = -5977778.130567
  nChanged 19
		SP:Iteration 28Q (46967.340000 sec): 3 clusters
  Score: Raw -5990062.335821 + Penalty 12281.326231 = -5977781.009590
  nChanged 11
		SP:Iteration 29Q (46967.480000 sec): 3 clusters
  Score: Raw -5990063.887028 + Penalty 12281.326231 = -5977782.560798
  nChanged 10
		SP:Iteration 30Q (46967.620000 sec): 3 clusters
  Score: Raw -5990065.837928 + Penalty 12281.326231 = -5977784.511697
  nChanged 14
		SP:Iteration 31Q (46967.750000 sec): 3 clusters
  Score: Raw -5990068.109764 + Penalty 12281.326231 = -5977786.783533
  nChanged 9
		SP:Iteration 32Q (46967.890000 sec): 3 clusters
  Score: Raw -5990069.542889 + Penalty 12281.326231 = -5977788.216659
  nChanged 11
		SP:Iteration 33Q (46968.030000 sec): 3 clusters
  Score: Raw -5990071.355776 + Penalty 12281.326231 = -5977790.029546
  nChanged 6
		SP:Iteration 34Q (46968.170000 sec): 3 clusters
  Score: Raw -5990072.304009 + Penalty 12281.326231 = -5977790.977779
  nChanged 5
		SP:Iteration 35Q (46968.310000 sec): 3 clusters
  Score: Raw -5990073.114729 + Penalty 12281.326231 = -5977791.788498
  nChanged 2
		SP:Iteration 36Q (46968.450000 sec): 3 clusters
  Score: Raw -5990073.523960 + Penalty 12281.326231 = -5977792.197730
  nChanged 9
		SP:Iteration 37Q (46968.580000 sec): 3 clusters
  Score: Raw -5990075.451792 + Penalty 12281.326231 = -5977794.125561
  nChanged 9
		SP:Iteration 38Q (46968.720000 sec): 3 clusters
  Score: Raw -5990076.971076 + Penalty 12281.326231 = -5977795.644846
  nChanged 7
		SP:Iteration 39Q (46968.860000 sec): 3 clusters
  Score: Raw -5990078.596639 + Penalty 12281.326231 = -5977797.270409
  nChanged 7
		SP:Iteration 40F (46969.020000 sec): 3 clusters
  Score: Raw -5990080.076713 + Penalty 12281.326231 = -5977798.750483
  nChanged 8
		SP:Iteration 41Q (46969.160000 sec): 3 clusters
  Score: Raw -5990081.464313 + Penalty 12281.326231 = -5977800.138083
  nChanged 2
		SP:Iteration 42Q (46969.290000 sec): 3 clusters
  Score: Raw -5990081.724723 + Penalty 12281.326231 = -5977800.398492
  nChanged 0
		SP:Iteration 43F (46969.460000 sec): 3 clusters
  Score: Raw -5990081.724723 + Penalty 12281.326231 = -5977800.398492
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (424105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46972.120000 sec): 2 clusters
  Score: Raw -112378231.628963 + Penalty 7936.613511 = -112370295.015451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46975.230000 sec): 3 clusters
  Score: Raw -112101780.916237 + Penalty 15873.227023 = -112085907.689214
  nChanged 202840
		SP:Iteration 1F (46978.360000 sec): 3 clusters
  Score: Raw -112220124.582279 + Penalty 15873.227023 = -112204251.355256
  nChanged 11095
		SP:Iteration 2Q (46981.480000 sec): 3 clusters
  Score: Raw -112222205.973399 + Penalty 15873.227023 = -112206332.746376
  nChanged 11674
		SP:Iteration 3Q (46984.620000 sec): 3 clusters
  Score: Raw -112224646.416766 + Penalty 15873.227023 = -112208773.189743
  nChanged 12878
		SP:Iteration 4Q (46987.740000 sec): 3 clusters
  Score: Raw -112227782.537874 + Penalty 15873.227023 = -112211909.310851
  nChanged 14750
		SP:Iteration 5Q (46990.920000 sec): 3 clusters
  Score: Raw -112232066.086048 + Penalty 15873.227023 = -112216192.859026
  nChanged 17518
		SP:Iteration 6Q (46994.040000 sec): 3 clusters
  Score: Raw -112238219.645494 + Penalty 15873.227023 = -112222346.418472
  nChanged 20938
		SP:Iteration 7Q (46997.170000 sec): 3 clusters
  Score: Raw -112247315.865266 + Penalty 15873.227023 = -112231442.638243
  nChanged 24665
		SP:Iteration 8F (47000.380000 sec): 3 clusters
  Score: Raw -112260244.015636 + Penalty 15873.227023 = -112244370.788613
  nChanged 27767
		SP:Iteration 9F (47003.580000 sec): 3 clusters
  Score: Raw -112277539.424837 + Penalty 15873.227023 = -112261666.197815
  nChanged 29749
		SP:Iteration 10F (47006.800000 sec): 3 clusters
  Score: Raw -112298786.308112 + Penalty 15873.227023 = -112282913.081089
  nChanged 29189
		SP:Iteration 11F (47009.910000 sec): 3 clusters
  Score: Raw -112322081.151760 + Penalty 15873.227023 = -112306207.924737
  nChanged 25629
		SP:Iteration 12F (47013.030000 sec): 3 clusters
  Score: Raw -112344121.754448 + Penalty 15873.227023 = -112328248.527425
  nChanged 19023
		SP:Iteration 13Q (47016.120000 sec): 3 clusters
  Score: Raw -112361183.262912 + Penalty 15873.227023 = -112345310.035890
  nChanged 11400
		SP:Iteration 14Q (47019.120000 sec): 3 clusters
  Score: Raw -112371475.330622 + Penalty 15873.227023 = -112355602.103599
  nChanged 5329
		SP:Iteration 15Q (47021.870000 sec): 3 clusters
  Score: Raw -112376135.668551 + Penalty 15873.227023 = -112360262.441528
  nChanged 1915
		SP:Iteration 16Q (47024.270000 sec): 3 clusters
  Score: Raw -112377793.496942 + Penalty 15873.227023 = -112361920.269919
  nChanged 670
		SP:Iteration 17Q (47026.490000 sec): 3 clusters
  Score: Raw -112378442.828933 + Penalty 15873.227023 = -112362569.601911
  nChanged 293
		SP:Iteration 18Q (47028.660000 sec): 3 clusters
  Score: Raw -112378728.436284 + Penalty 15873.227023 = -112362855.209262
  nChanged 159
		SP:Iteration 19Q (47030.810000 sec): 3 clusters
  Score: Raw -112378883.888845 + Penalty 15873.227023 = -112363010.661822
  nChanged 100
		SP:Iteration 20F (47033.980000 sec): 3 clusters
  Score: Raw -112378988.187366 + Penalty 15873.227023 = -112363114.960343
  nChanged 71
		SP:Iteration 21Q (47036.050000 sec): 3 clusters
  Score: Raw -112379059.162598 + Penalty 15873.227023 = -112363185.935576
  nChanged 44
		SP:Iteration 22Q (47038.110000 sec): 3 clusters
  Score: Raw -112379102.130029 + Penalty 15873.227023 = -112363228.903007
  nChanged 28
		SP:Iteration 23Q (47040.160000 sec): 3 clusters
  Score: Raw -112379125.132516 + Penalty 15873.227023 = -112363251.905494
  nChanged 20
		SP:Iteration 24Q (47042.210000 sec): 3 clusters
  Score: Raw -112379146.753838 + Penalty 15873.227023 = -112363273.526815
  nChanged 19
		SP:Iteration 25Q (47044.260000 sec): 3 clusters
  Score: Raw -112379165.993710 + Penalty 15873.227023 = -112363292.766687
  nChanged 15
		SP:Iteration 26Q (47046.320000 sec): 3 clusters
  Score: Raw -112379179.729275 + Penalty 15873.227023 = -112363306.502252
  nChanged 17
		SP:Iteration 27Q (47048.360000 sec): 3 clusters
  Score: Raw -112379197.343806 + Penalty 15873.227023 = -112363324.116783
  nChanged 10
		SP:Iteration 28Q (47050.390000 sec): 3 clusters
  Score: Raw -112379205.999383 + Penalty 15873.227023 = -112363332.772361
  nChanged 6
		SP:Iteration 29Q (47052.430000 sec): 3 clusters
  Score: Raw -112379210.162593 + Penalty 15873.227023 = -112363336.935570
  nChanged 3
		SP:Iteration 30Q (47054.480000 sec): 3 clusters
  Score: Raw -112379211.919638 + Penalty 15873.227023 = -112363338.692616
  nChanged 1
		SP:Iteration 31Q (47056.530000 sec): 3 clusters
  Score: Raw -112379212.502034 + Penalty 15873.227023 = -112363339.275011
  nChanged 1
		SP:Iteration 32Q (47058.570000 sec): 3 clusters
  Score: Raw -112379213.145990 + Penalty 15873.227023 = -112363339.918967
  nChanged 0
		SP:Iteration 33F (47061.610000 sec): 3 clusters
  Score: Raw -112379213.145990 + Penalty 15873.227023 = -112363339.918967
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47062.210000 sec): 2 clusters
  Score: Raw -16153393.702502 + Penalty 6746.495761 = -16146647.206741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47062.650000 sec): 3 clusters
  Score: Raw -16117710.963604 + Penalty 13492.991522 = -16104217.972082
  nChanged 26961
		SP:Iteration 1F (47063.100000 sec): 3 clusters
  Score: Raw -16132635.966751 + Penalty 13492.991522 = -16119142.975229
  nChanged 3074
		SP:Iteration 2F (47063.550000 sec): 3 clusters
  Score: Raw -16133716.659576 + Penalty 13492.991522 = -16120223.668055
  nChanged 2734
		SP:Iteration 3Q (47064.010000 sec): 3 clusters
  Score: Raw -16134709.532890 + Penalty 13492.991522 = -16121216.541368
  nChanged 2642
		SP:Iteration 4Q (47064.460000 sec): 3 clusters
  Score: Raw -16135753.436202 + Penalty 13492.991522 = -16122260.444680
  nChanged 2661
		SP:Iteration 5Q (47064.900000 sec): 3 clusters
  Score: Raw -16136900.121697 + Penalty 13492.991522 = -16123407.130175
  nChanged 2826
		SP:Iteration 6Q (47065.350000 sec): 3 clusters
  Score: Raw -16138298.971424 + Penalty 13492.991522 = -16124805.979902
  nChanged 3111
		SP:Iteration 7F (47065.790000 sec): 3 clusters
  Score: Raw -16139945.309068 + Penalty 13492.991522 = -16126452.317546
  nChanged 3160
		SP:Iteration 8F (47066.240000 sec): 3 clusters
  Score: Raw -16141551.340847 + Penalty 13492.991522 = -16128058.349325
  nChanged 2946
		SP:Iteration 9Q (47066.680000 sec): 3 clusters
  Score: Raw -16142925.311044 + Penalty 13492.991522 = -16129432.319522
  nChanged 2613
		SP:Iteration 10Q (47067.120000 sec): 3 clusters
  Score: Raw -16143993.422147 + Penalty 13492.991522 = -16130500.430625
  nChanged 2127
		SP:Iteration 11Q (47067.560000 sec): 3 clusters
  Score: Raw -16144781.056229 + Penalty 13492.991522 = -16131288.064707
  nChanged 1812
		SP:Iteration 12Q (47068.000000 sec): 3 clusters
  Score: Raw -16145392.914788 + Penalty 13492.991522 = -16131899.923266
  nChanged 1580
		SP:Iteration 13Q (47068.450000 sec): 3 clusters
  Score: Raw -16145884.751004 + Penalty 13492.991522 = -16132391.759482
  nChanged 1329
		SP:Iteration 14Q (47068.890000 sec): 3 clusters
  Score: Raw -16146305.791904 + Penalty 13492.991522 = -16132812.800382
  nChanged 1228
		SP:Iteration 15Q (47069.330000 sec): 3 clusters
  Score: Raw -16146708.360912 + Penalty 13492.991522 = -16133215.369390
  nChanged 1202
		SP:Iteration 16Q (47069.780000 sec): 3 clusters
  Score: Raw -16147105.765768 + Penalty 13492.991522 = -16133612.774246
  nChanged 1235
		SP:Iteration 17Q (47070.220000 sec): 3 clusters
  Score: Raw -16147545.652410 + Penalty 13492.991522 = -16134052.660888
  nChanged 1291
		SP:Iteration 18Q (47070.660000 sec): 3 clusters
  Score: Raw -16148023.052570 + Penalty 13492.991522 = -16134530.061048
  nChanged 1302
		SP:Iteration 19Q (47071.100000 sec): 3 clusters
  Score: Raw -16148555.910041 + Penalty 13492.991522 = -16135062.918519
  nChanged 1378
		SP:Iteration 20F (47071.540000 sec): 3 clusters
  Score: Raw -16149189.238981 + Penalty 13492.991522 = -16135696.247459
  nChanged 1372
		SP:Iteration 21Q (47071.980000 sec): 3 clusters
  Score: Raw -16149891.073093 + Penalty 13492.991522 = -16136398.081571
  nChanged 1339
		SP:Iteration 22Q (47072.410000 sec): 3 clusters
  Score: Raw -16150615.224730 + Penalty 13492.991522 = -16137122.233208
  nChanged 1211
		SP:Iteration 23Q (47072.840000 sec): 3 clusters
  Score: Raw -16151337.440396 + Penalty 13492.991522 = -16137844.448874
  nChanged 1103
		SP:Iteration 24Q (47073.260000 sec): 3 clusters
  Score: Raw -16152038.381546 + Penalty 13492.991522 = -16138545.390024
  nChanged 934
		SP:Iteration 25Q (47073.670000 sec): 3 clusters
  Score: Raw -16152675.293421 + Penalty 13492.991522 = -16139182.301899
  nChanged 754
		SP:Iteration 26Q (47074.070000 sec): 3 clusters
  Score: Raw -16153181.181470 + Penalty 13492.991522 = -16139688.189948
  nChanged 607
		SP:Iteration 27Q (47074.450000 sec): 3 clusters
  Score: Raw -16153570.017037 + Penalty 13492.991522 = -16140077.025515
  nChanged 489
		SP:Iteration 28Q (47074.840000 sec): 3 clusters
  Score: Raw -16153885.553420 + Penalty 13492.991522 = -16140392.561898
  nChanged 424
		SP:Iteration 29Q (47075.210000 sec): 3 clusters
  Score: Raw -16154148.296601 + Penalty 13492.991522 = -16140655.305080
  nChanged 320
		SP:Iteration 30Q (47075.570000 sec): 3 clusters
  Score: Raw -16154336.321053 + Penalty 13492.991522 = -16140843.329531
  nChanged 253
		SP:Iteration 31Q (47075.930000 sec): 3 clusters
  Score: Raw -16154480.340548 + Penalty 13492.991522 = -16140987.349026
  nChanged 203
		SP:Iteration 32Q (47076.280000 sec): 3 clusters
  Score: Raw -16154593.851914 + Penalty 13492.991522 = -16141100.860392
  nChanged 151
		SP:Iteration 33Q (47076.630000 sec): 3 clusters
  Score: Raw -16154668.917422 + Penalty 13492.991522 = -16141175.925900
  nChanged 116
		SP:Iteration 34Q (47076.980000 sec): 3 clusters
  Score: Raw -16154729.602722 + Penalty 13492.991522 = -16141236.611200
  nChanged 113
		SP:Iteration 35Q (47077.320000 sec): 3 clusters
  Score: Raw -16154792.252862 + Penalty 13492.991522 = -16141299.261340
  nChanged 99
		SP:Iteration 36Q (47077.670000 sec): 3 clusters
  Score: Raw -16154842.572125 + Penalty 13492.991522 = -16141349.580603
  nChanged 77
		SP:Iteration 37Q (47078.010000 sec): 3 clusters
  Score: Raw -16154877.464134 + Penalty 13492.991522 = -16141384.472612
  nChanged 63
		SP:Iteration 38Q (47078.340000 sec): 3 clusters
  Score: Raw -16154906.104453 + Penalty 13492.991522 = -16141413.112931
  nChanged 59
		SP:Iteration 39Q (47078.680000 sec): 3 clusters
  Score: Raw -16154928.042322 + Penalty 13492.991522 = -16141435.050800
  nChanged 35
		SP:Iteration 40F (47079.130000 sec): 3 clusters
  Score: Raw -16154941.445277 + Penalty 13492.991522 = -16141448.453755
  nChanged 32
		SP:Iteration 41Q (47079.470000 sec): 3 clusters
  Score: Raw -16154954.543016 + Penalty 13492.991522 = -16141461.551494
  nChanged 24
		SP:Iteration 42Q (47079.810000 sec): 3 clusters
  Score: Raw -16154962.935768 + Penalty 13492.991522 = -16141469.944246
  nChanged 14
		SP:Iteration 43Q (47080.150000 sec): 3 clusters
  Score: Raw -16154967.838498 + Penalty 13492.991522 = -16141474.846976
  nChanged 16
		SP:Iteration 44Q (47080.480000 sec): 3 clusters
  Score: Raw -16154974.406616 + Penalty 13492.991522 = -16141481.415094
  nChanged 23
		SP:Iteration 45Q (47080.810000 sec): 3 clusters
  Score: Raw -16154982.443511 + Penalty 13492.991522 = -16141489.451989
  nChanged 18
		SP:Iteration 46Q (47081.150000 sec): 3 clusters
  Score: Raw -16154989.098501 + Penalty 13492.991522 = -16141496.106979
  nChanged 10
		SP:Iteration 47Q (47081.490000 sec): 3 clusters
  Score: Raw -16154992.662767 + Penalty 13492.991522 = -16141499.671245
  nChanged 7
		SP:Iteration 48Q (47081.810000 sec): 3 clusters
  Score: Raw -16154994.591955 + Penalty 13492.991522 = -16141501.600433
  nChanged 4
		SP:Iteration 49Q (47082.130000 sec): 3 clusters
  Score: Raw -16154996.180794 + Penalty 13492.991522 = -16141503.189272
  nChanged 6
		SP:Iteration 50Q (47082.450000 sec): 3 clusters
  Score: Raw -16154999.380490 + Penalty 13492.991522 = -16141506.388968
  nChanged 6
		SP:Iteration 51Q (47082.770000 sec): 3 clusters
  Score: Raw -16155001.452498 + Penalty 13492.991522 = -16141508.460976
  nChanged 6
		SP:Iteration 52Q (47083.090000 sec): 3 clusters
  Score: Raw -16155004.308572 + Penalty 13492.991522 = -16141511.317050
  nChanged 8
		SP:Iteration 53Q (47083.410000 sec): 3 clusters
  Score: Raw -16155007.820476 + Penalty 13492.991522 = -16141514.828954
  nChanged 11
		SP:Iteration 54Q (47083.730000 sec): 3 clusters
  Score: Raw -16155011.098882 + Penalty 13492.991522 = -16141518.107360
  nChanged 3
		SP:Iteration 55Q (47084.050000 sec): 3 clusters
  Score: Raw -16155012.254059 + Penalty 13492.991522 = -16141519.262537
  nChanged 4
		SP:Iteration 56Q (47084.370000 sec): 3 clusters
  Score: Raw -16155013.997673 + Penalty 13492.991522 = -16141521.006151
  nChanged 8
		SP:Iteration 57Q (47084.690000 sec): 3 clusters
  Score: Raw -16155017.062403 + Penalty 13492.991522 = -16141524.070881
  nChanged 5
		SP:Iteration 58Q (47085.020000 sec): 3 clusters
  Score: Raw -16155018.833346 + Penalty 13492.991522 = -16141525.841824
  nChanged 3
		SP:Iteration 59Q (47085.330000 sec): 3 clusters
  Score: Raw -16155019.785219 + Penalty 13492.991522 = -16141526.793697
  nChanged 2
		SP:Iteration 60F (47085.770000 sec): 3 clusters
  Score: Raw -16155020.767637 + Penalty 13492.991522 = -16141527.776115
  nChanged 2
		SP:Iteration 61Q (47086.090000 sec): 3 clusters
  Score: Raw -16155021.312343 + Penalty 13492.991522 = -16141528.320821
  nChanged 2
		SP:Iteration 62Q (47086.410000 sec): 3 clusters
  Score: Raw -16155021.876921 + Penalty 13492.991522 = -16141528.885399
  nChanged 0
		SP:Iteration 63F (47086.850000 sec): 3 clusters
  Score: Raw -16155021.876921 + Penalty 13492.991522 = -16141528.885399
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47086.970000 sec): 2 clusters
  Score: Raw -3996786.932432 + Penalty 5903.688618 = -3990883.243814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47087.090000 sec): 3 clusters
  Score: Raw -3989238.138376 + Penalty 11807.377235 = -3977430.761141
  nChanged 5987
		SP:Iteration 1F (47087.200000 sec): 3 clusters
  Score: Raw -3992799.334293 + Penalty 11807.377235 = -3980991.957058
  nChanged 1201
		SP:Iteration 2F (47087.310000 sec): 3 clusters
  Score: Raw -3993651.531243 + Penalty 11807.377235 = -3981844.154007
  nChanged 966
		SP:Iteration 3F (47087.420000 sec): 3 clusters
  Score: Raw -3994312.436053 + Penalty 11807.377235 = -3982505.058817
  nChanged 871
		SP:Iteration 4F (47087.540000 sec): 3 clusters
  Score: Raw -3994895.904132 + Penalty 11807.377235 = -3983088.526896
  nChanged 741
		SP:Iteration 5Q (47087.650000 sec): 3 clusters
  Score: Raw -3995456.823636 + Penalty 11807.377235 = -3983649.446400
  nChanged 720
		SP:Iteration 6Q (47087.760000 sec): 3 clusters
  Score: Raw -3996030.355187 + Penalty 11807.377235 = -3984222.977951
  nChanged 724
		SP:Iteration 7Q (47087.870000 sec): 3 clusters
  Score: Raw -3996592.951891 + Penalty 11807.377235 = -3984785.574655
  nChanged 636
		SP:Iteration 8Q (47087.980000 sec): 3 clusters
  Score: Raw -3997094.487040 + Penalty 11807.377235 = -3985287.109805
  nChanged 609
		SP:Iteration 9Q (47088.090000 sec): 3 clusters
  Score: Raw -3997547.549498 + Penalty 11807.377235 = -3985740.172263
  nChanged 527
		SP:Iteration 10Q (47088.200000 sec): 3 clusters
  Score: Raw -3997893.334106 + Penalty 11807.377235 = -3986085.956870
  nChanged 421
		SP:Iteration 11Q (47088.300000 sec): 3 clusters
  Score: Raw -3998154.402324 + Penalty 11807.377235 = -3986347.025089
  nChanged 343
		SP:Iteration 12Q (47088.410000 sec): 3 clusters
  Score: Raw -3998343.330398 + Penalty 11807.377235 = -3986535.953162
  nChanged 267
		SP:Iteration 13Q (47088.520000 sec): 3 clusters
  Score: Raw -3998481.788187 + Penalty 11807.377235 = -3986674.410952
  nChanged 247
		SP:Iteration 14Q (47088.620000 sec): 3 clusters
  Score: Raw -3998611.063815 + Penalty 11807.377235 = -3986803.686579
  nChanged 223
		SP:Iteration 15Q (47088.730000 sec): 3 clusters
  Score: Raw -3998703.826746 + Penalty 11807.377235 = -3986896.449511
  nChanged 162
		SP:Iteration 16Q (47088.830000 sec): 3 clusters
  Score: Raw -3998767.218373 + Penalty 11807.377235 = -3986959.841138
  nChanged 138
		SP:Iteration 17Q (47088.930000 sec): 3 clusters
  Score: Raw -3998818.620905 + Penalty 11807.377235 = -3987011.243670
  nChanged 121
		SP:Iteration 18Q (47089.040000 sec): 3 clusters
  Score: Raw -3998860.040768 + Penalty 11807.377235 = -3987052.663532
  nChanged 106
		SP:Iteration 19Q (47089.140000 sec): 3 clusters
  Score: Raw -3998898.842888 + Penalty 11807.377235 = -3987091.465652
  nChanged 109
		SP:Iteration 20F (47089.250000 sec): 3 clusters
  Score: Raw -3998936.873431 + Penalty 11807.377235 = -3987129.496196
  nChanged 101
		SP:Iteration 21Q (47089.350000 sec): 3 clusters
  Score: Raw -3998965.944557 + Penalty 11807.377235 = -3987158.567321
  nChanged 77
		SP:Iteration 22Q (47089.460000 sec): 3 clusters
  Score: Raw -3998986.717422 + Penalty 11807.377235 = -3987179.340187
  nChanged 64
		SP:Iteration 23Q (47089.560000 sec): 3 clusters
  Score: Raw -3999004.648248 + Penalty 11807.377235 = -3987197.271013
  nChanged 66
		SP:Iteration 24Q (47089.660000 sec): 3 clusters
  Score: Raw -3999022.892844 + Penalty 11807.377235 = -3987215.515609
  nChanged 64
		SP:Iteration 25Q (47089.760000 sec): 3 clusters
  Score: Raw -3999038.677272 + Penalty 11807.377235 = -3987231.300037
  nChanged 50
		SP:Iteration 26Q (47089.870000 sec): 3 clusters
  Score: Raw -3999052.047203 + Penalty 11807.377235 = -3987244.669968
  nChanged 55
		SP:Iteration 27Q (47089.970000 sec): 3 clusters
  Score: Raw -3999067.908660 + Penalty 11807.377235 = -3987260.531425
  nChanged 52
		SP:Iteration 28Q (47090.070000 sec): 3 clusters
  Score: Raw -3999084.596327 + Penalty 11807.377235 = -3987277.219092
  nChanged 77
		SP:Iteration 29Q (47090.170000 sec): 3 clusters
  Score: Raw -3999107.975871 + Penalty 11807.377235 = -3987300.598636
  nChanged 62
		SP:Iteration 30Q (47090.270000 sec): 3 clusters
  Score: Raw -3999125.733574 + Penalty 11807.377235 = -3987318.356339
  nChanged 71
		SP:Iteration 31Q (47090.370000 sec): 3 clusters
  Score: Raw -3999151.858948 + Penalty 11807.377235 = -3987344.481713
  nChanged 88
		SP:Iteration 32Q (47090.470000 sec): 3 clusters
  Score: Raw -3999187.895831 + Penalty 11807.377235 = -3987380.518596
  nChanged 97
		SP:Iteration 33Q (47090.570000 sec): 3 clusters
  Score: Raw -3999226.123024 + Penalty 11807.377235 = -3987418.745789
  nChanged 102
		SP:Iteration 34Q (47090.680000 sec): 3 clusters
  Score: Raw -3999264.372179 + Penalty 11807.377235 = -3987456.994944
  nChanged 98
		SP:Iteration 35Q (47090.780000 sec): 3 clusters
  Score: Raw -3999304.547093 + Penalty 11807.377235 = -3987497.169858
  nChanged 112
		SP:Iteration 36Q (47090.880000 sec): 3 clusters
  Score: Raw -3999353.111745 + Penalty 11807.377235 = -3987545.734510
  nChanged 112
		SP:Iteration 37Q (47090.980000 sec): 3 clusters
  Score: Raw -3999396.519660 + Penalty 11807.377235 = -3987589.142424
  nChanged 118
		SP:Iteration 38Q (47091.080000 sec): 3 clusters
  Score: Raw -3999445.815837 + Penalty 11807.377235 = -3987638.438602
  nChanged 122
		SP:Iteration 39Q (47091.180000 sec): 3 clusters
  Score: Raw -3999497.498502 + Penalty 11807.377235 = -3987690.121267
  nChanged 115
		SP:Iteration 40F (47091.290000 sec): 3 clusters
  Score: Raw -3999549.879446 + Penalty 11807.377235 = -3987742.502211
  nChanged 137
		SP:Iteration 41Q (47091.390000 sec): 3 clusters
  Score: Raw -3999613.082142 + Penalty 11807.377235 = -3987805.704907
  nChanged 146
		SP:Iteration 42Q (47091.500000 sec): 3 clusters
  Score: Raw -3999689.229715 + Penalty 11807.377235 = -3987881.852479
  nChanged 159
		SP:Iteration 43Q (47091.600000 sec): 3 clusters
  Score: Raw -3999773.386400 + Penalty 11807.377235 = -3987966.009165
  nChanged 159
		SP:Iteration 44Q (47091.700000 sec): 3 clusters
  Score: Raw -3999862.741555 + Penalty 11807.377235 = -3988055.364320
  nChanged 149
		SP:Iteration 45Q (47091.790000 sec): 3 clusters
  Score: Raw -3999941.234098 + Penalty 11807.377235 = -3988133.856862
  nChanged 132
		SP:Iteration 46Q (47091.890000 sec): 3 clusters
  Score: Raw -4000008.104551 + Penalty 11807.377235 = -3988200.727316
  nChanged 141
		SP:Iteration 47Q (47091.990000 sec): 3 clusters
  Score: Raw -4000077.259217 + Penalty 11807.377235 = -3988269.881982
  nChanged 121
		SP:Iteration 48Q (47092.090000 sec): 3 clusters
  Score: Raw -4000130.889296 + Penalty 11807.377235 = -3988323.512061
  nChanged 103
		SP:Iteration 49Q (47092.180000 sec): 3 clusters
  Score: Raw -4000173.261041 + Penalty 11807.377235 = -3988365.883805
  nChanged 86
		SP:Iteration 50Q (47092.280000 sec): 3 clusters
  Score: Raw -4000207.766800 + Penalty 11807.377235 = -3988400.389564
  nChanged 79
		SP:Iteration 51Q (47092.370000 sec): 3 clusters
  Score: Raw -4000238.126569 + Penalty 11807.377235 = -3988430.749333
  nChanged 82
		SP:Iteration 52Q (47092.470000 sec): 3 clusters
  Score: Raw -4000270.306637 + Penalty 11807.377235 = -3988462.929402
  nChanged 66
		SP:Iteration 53Q (47092.570000 sec): 3 clusters
  Score: Raw -4000294.085689 + Penalty 11807.377235 = -3988486.708454
  nChanged 56
		SP:Iteration 54Q (47092.660000 sec): 3 clusters
  Score: Raw -4000315.035916 + Penalty 11807.377235 = -3988507.658680
  nChanged 61
		SP:Iteration 55Q (47092.750000 sec): 3 clusters
  Score: Raw -4000338.869140 + Penalty 11807.377235 = -3988531.491905
  nChanged 47
		SP:Iteration 56Q (47092.850000 sec): 3 clusters
  Score: Raw -4000354.838073 + Penalty 11807.377235 = -3988547.460838
  nChanged 39
		SP:Iteration 57Q (47092.940000 sec): 3 clusters
  Score: Raw -4000366.116457 + Penalty 11807.377235 = -3988558.739221
  nChanged 32
		SP:Iteration 58Q (47093.040000 sec): 3 clusters
  Score: Raw -4000374.546054 + Penalty 11807.377235 = -3988567.168819
  nChanged 19
		SP:Iteration 59Q (47093.130000 sec): 3 clusters
  Score: Raw -4000379.141559 + Penalty 11807.377235 = -3988571.764323
  nChanged 14
		SP:Iteration 60F (47093.240000 sec): 3 clusters
  Score: Raw -4000383.182996 + Penalty 11807.377235 = -3988575.805761
  nChanged 17
		SP:Iteration 61Q (47093.340000 sec): 3 clusters
  Score: Raw -4000389.634174 + Penalty 11807.377235 = -3988582.256938
  nChanged 26
		SP:Iteration 62Q (47093.430000 sec): 3 clusters
  Score: Raw -4000397.656289 + Penalty 11807.377235 = -3988590.279054
  nChanged 19
		SP:Iteration 63Q (47093.530000 sec): 3 clusters
  Score: Raw -4000402.701192 + Penalty 11807.377235 = -3988595.323957
  nChanged 13
		SP:Iteration 64Q (47093.630000 sec): 3 clusters
  Score: Raw -4000406.307302 + Penalty 11807.377235 = -3988598.930067
  nChanged 25
		SP:Iteration 65Q (47093.720000 sec): 3 clusters
  Score: Raw -4000413.599595 + Penalty 11807.377235 = -3988606.222360
  nChanged 21
		SP:Iteration 66Q (47093.820000 sec): 3 clusters
  Score: Raw -4000418.037423 + Penalty 11807.377235 = -3988610.660188
  nChanged 11
		SP:Iteration 67Q (47093.910000 sec): 3 clusters
  Score: Raw -4000420.977394 + Penalty 11807.377235 = -3988613.600158
  nChanged 12
		SP:Iteration 68Q (47094.010000 sec): 3 clusters
  Score: Raw -4000425.605664 + Penalty 11807.377235 = -3988618.228429
  nChanged 15
		SP:Iteration 69Q (47094.100000 sec): 3 clusters
  Score: Raw -4000432.217440 + Penalty 11807.377235 = -3988624.840205
  nChanged 16
		SP:Iteration 70Q (47094.190000 sec): 3 clusters
  Score: Raw -4000441.145870 + Penalty 11807.377235 = -3988633.768635
  nChanged 23
		SP:Iteration 71Q (47094.290000 sec): 3 clusters
  Score: Raw -4000453.020018 + Penalty 11807.377235 = -3988645.642782
  nChanged 33
		SP:Iteration 72Q (47094.380000 sec): 3 clusters
  Score: Raw -4000468.063155 + Penalty 11807.377235 = -3988660.685919
  nChanged 25
		SP:Iteration 73Q (47094.470000 sec): 3 clusters
  Score: Raw -4000479.470893 + Penalty 11807.377235 = -3988672.093657
  nChanged 34
		SP:Iteration 74Q (47094.570000 sec): 3 clusters
  Score: Raw -4000503.499925 + Penalty 11807.377235 = -3988696.122689
  nChanged 41
		SP:Iteration 75Q (47094.660000 sec): 3 clusters
  Score: Raw -4000554.634072 + Penalty 11807.377235 = -3988747.256837
  nChanged 71
		SP:Iteration 76Q (47094.760000 sec): 3 clusters
  Score: Raw -4000688.434659 + Penalty 11807.377235 = -3988881.057424
  nChanged 100
		SP:Iteration 77Q (47094.850000 sec): 3 clusters
  Score: Raw -4000862.637611 + Penalty 11807.377235 = -3989055.260375
  nChanged 121
		SP:Iteration 78Q (47094.940000 sec): 3 clusters
  Score: Raw -4000954.447946 + Penalty 11807.377235 = -3989147.070711
  nChanged 93
		SP:Iteration 79Q (47095.030000 sec): 3 clusters
  Score: Raw -4001004.271189 + Penalty 11807.377235 = -3989196.893954
  nChanged 62
		SP:Iteration 80F (47095.150000 sec): 3 clusters
  Score: Raw -4001029.868265 + Penalty 11807.377235 = -3989222.491029
  nChanged 46
		SP:Iteration 81Q (47095.230000 sec): 3 clusters
  Score: Raw -4001046.805853 + Penalty 11807.377235 = -3989239.428618
  nChanged 32
		SP:Iteration 82Q (47095.330000 sec): 3 clusters
  Score: Raw -4001057.826907 + Penalty 11807.377235 = -3989250.449671
  nChanged 35
		SP:Iteration 83Q (47095.420000 sec): 3 clusters
  Score: Raw -4001068.839336 + Penalty 11807.377235 = -3989261.462101
  nChanged 22
		SP:Iteration 84Q (47095.510000 sec): 3 clusters
  Score: Raw -4001076.381985 + Penalty 11807.377235 = -3989269.004750
  nChanged 27
		SP:Iteration 85Q (47095.600000 sec): 3 clusters
  Score: Raw -4001084.341600 + Penalty 11807.377235 = -3989276.964364
  nChanged 10
		SP:Iteration 86Q (47095.690000 sec): 3 clusters
  Score: Raw -4001086.746926 + Penalty 11807.377235 = -3989279.369691
  nChanged 11
		SP:Iteration 87Q (47095.790000 sec): 3 clusters
  Score: Raw -4001089.696500 + Penalty 11807.377235 = -3989282.319264
  nChanged 11
		SP:Iteration 88Q (47095.870000 sec): 3 clusters
  Score: Raw -4001093.135627 + Penalty 11807.377235 = -3989285.758392
  nChanged 5
		SP:Iteration 89Q (47095.970000 sec): 3 clusters
  Score: Raw -4001094.236242 + Penalty 11807.377235 = -3989286.859007
  nChanged 4
		SP:Iteration 90Q (47096.050000 sec): 3 clusters
  Score: Raw -4001095.036409 + Penalty 11807.377235 = -3989287.659174
  nChanged 7
		SP:Iteration 91Q (47096.150000 sec): 3 clusters
  Score: Raw -4001096.605630 + Penalty 11807.377235 = -3989289.228394
  nChanged 5
		SP:Iteration 92Q (47096.240000 sec): 3 clusters
  Score: Raw -4001097.841485 + Penalty 11807.377235 = -3989290.464250
  nChanged 8
		SP:Iteration 93Q (47096.330000 sec): 3 clusters
  Score: Raw -4001099.168797 + Penalty 11807.377235 = -3989291.791561
  nChanged 3
		SP:Iteration 94Q (47096.420000 sec): 3 clusters
  Score: Raw -4001099.961039 + Penalty 11807.377235 = -3989292.583804
  nChanged 1
		SP:Iteration 95Q (47096.510000 sec): 3 clusters
  Score: Raw -4001100.101686 + Penalty 11807.377235 = -3989292.724450
  nChanged 1
		SP:Iteration 96Q (47096.600000 sec): 3 clusters
  Score: Raw -4001100.303897 + Penalty 11807.377235 = -3989292.926662
  nChanged 0
		SP:Iteration 97F (47096.710000 sec): 3 clusters
  Score: Raw -4001100.303897 + Penalty 11807.377235 = -3989292.926662
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47098.110000 sec): 2 clusters
  Score: Raw -57605229.965856 + Penalty 7523.012086 = -57597706.953770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47099.730000 sec): 3 clusters
  Score: Raw -57467996.408411 + Penalty 15046.024173 = -57452950.384238
  nChanged 101600
		SP:Iteration 1F (47101.310000 sec): 3 clusters
  Score: Raw -57525911.574709 + Penalty 15046.024173 = -57510865.550537
  nChanged 7117
		SP:Iteration 2Q (47102.890000 sec): 3 clusters
  Score: Raw -57527632.666966 + Penalty 15046.024173 = -57512586.642794
  nChanged 7089
		SP:Iteration 3Q (47104.530000 sec): 3 clusters
  Score: Raw -57529532.589951 + Penalty 15046.024173 = -57514486.565779
  nChanged 7680
		SP:Iteration 4Q (47106.170000 sec): 3 clusters
  Score: Raw -57532056.066211 + Penalty 15046.024173 = -57517010.042038
  nChanged 8529
		SP:Iteration 5Q (47107.770000 sec): 3 clusters
  Score: Raw -57535405.690956 + Penalty 15046.024173 = -57520359.666783
  nChanged 9734
		SP:Iteration 6Q (47109.420000 sec): 3 clusters
  Score: Raw -57539851.014920 + Penalty 15046.024173 = -57524804.990748
  nChanged 10918
		SP:Iteration 7F (47111.050000 sec): 3 clusters
  Score: Raw -57545332.265121 + Penalty 15046.024173 = -57530286.240948
  nChanged 11784
		SP:Iteration 8F (47112.680000 sec): 3 clusters
  Score: Raw -57551291.899529 + Penalty 15046.024173 = -57536245.875357
  nChanged 11618
		SP:Iteration 9F (47114.320000 sec): 3 clusters
  Score: Raw -57557002.977851 + Penalty 15046.024173 = -57541956.953678
  nChanged 10768
		SP:Iteration 10Q (47115.950000 sec): 3 clusters
  Score: Raw -57562104.414300 + Penalty 15046.024173 = -57547058.390127
  nChanged 9707
		SP:Iteration 11Q (47117.580000 sec): 3 clusters
  Score: Raw -57566647.855461 + Penalty 15046.024173 = -57551601.831289
  nChanged 8731
		SP:Iteration 12Q (47119.200000 sec): 3 clusters
  Score: Raw -57570857.459026 + Penalty 15046.024173 = -57555811.434853
  nChanged 8034
		SP:Iteration 13Q (47120.770000 sec): 3 clusters
  Score: Raw -57574782.420636 + Penalty 15046.024173 = -57559736.396463
  nChanged 7232
		SP:Iteration 14Q (47122.320000 sec): 3 clusters
  Score: Raw -57578008.890460 + Penalty 15046.024173 = -57562962.866287
  nChanged 6035
		SP:Iteration 15Q (47123.850000 sec): 3 clusters
  Score: Raw -57580156.191389 + Penalty 15046.024173 = -57565110.167216
  nChanged 4611
		SP:Iteration 16Q (47125.360000 sec): 3 clusters
  Score: Raw -57581389.406800 + Penalty 15046.024173 = -57566343.382628
  nChanged 3235
		SP:Iteration 17Q (47126.850000 sec): 3 clusters
  Score: Raw -57582107.086707 + Penalty 15046.024173 = -57567061.062534
  nChanged 2488
		SP:Iteration 18Q (47128.340000 sec): 3 clusters
  Score: Raw -57582624.418815 + Penalty 15046.024173 = -57567578.394643
  nChanged 2208
		SP:Iteration 19Q (47129.840000 sec): 3 clusters
  Score: Raw -57583071.572509 + Penalty 15046.024173 = -57568025.548336
  nChanged 2105
		SP:Iteration 20F (47131.410000 sec): 3 clusters
  Score: Raw -57583504.602603 + Penalty 15046.024173 = -57568458.578431
  nChanged 2196
		SP:Iteration 21Q (47132.900000 sec): 3 clusters
  Score: Raw -57583965.550413 + Penalty 15046.024173 = -57568919.526241
  nChanged 2271
		SP:Iteration 22Q (47134.420000 sec): 3 clusters
  Score: Raw -57584470.935762 + Penalty 15046.024173 = -57569424.911589
  nChanged 2439
		SP:Iteration 23Q (47135.900000 sec): 3 clusters
  Score: Raw -57585015.089488 + Penalty 15046.024173 = -57569969.065316
  nChanged 2509
		SP:Iteration 24Q (47137.400000 sec): 3 clusters
  Score: Raw -57585577.387742 + Penalty 15046.024173 = -57570531.363569
  nChanged 2613
		SP:Iteration 25Q (47138.900000 sec): 3 clusters
  Score: Raw -57586176.295561 + Penalty 15046.024173 = -57571130.271388
  nChanged 2687
		SP:Iteration 26Q (47140.350000 sec): 3 clusters
  Score: Raw -57586808.340499 + Penalty 15046.024173 = -57571762.316326
  nChanged 2754
		SP:Iteration 27Q (47141.830000 sec): 3 clusters
  Score: Raw -57587511.193065 + Penalty 15046.024173 = -57572465.168892
  nChanged 2933
		SP:Iteration 28Q (47143.290000 sec): 3 clusters
  Score: Raw -57588292.984221 + Penalty 15046.024173 = -57573246.960049
  nChanged 2969
		SP:Iteration 29Q (47144.750000 sec): 3 clusters
  Score: Raw -57589155.824206 + Penalty 15046.024173 = -57574109.800033
  nChanged 3148
		SP:Iteration 30Q (47146.190000 sec): 3 clusters
  Score: Raw -57590163.234377 + Penalty 15046.024173 = -57575117.210204
  nChanged 3312
		SP:Iteration 31Q (47147.610000 sec): 3 clusters
  Score: Raw -57591301.252902 + Penalty 15046.024173 = -57576255.228730
  nChanged 3349
		SP:Iteration 32Q (47148.980000 sec): 3 clusters
  Score: Raw -57592563.214215 + Penalty 15046.024173 = -57577517.190042
  nChanged 3479
		SP:Iteration 33Q (47150.320000 sec): 3 clusters
  Score: Raw -57593999.163621 + Penalty 15046.024173 = -57578953.139449
  nChanged 3406
		SP:Iteration 34Q (47151.650000 sec): 3 clusters
  Score: Raw -57595556.978909 + Penalty 15046.024173 = -57580510.954737
  nChanged 3362
		SP:Iteration 35Q (47152.950000 sec): 3 clusters
  Score: Raw -57597219.270545 + Penalty 15046.024173 = -57582173.246373
  nChanged 3183
		SP:Iteration 36Q (47154.240000 sec): 3 clusters
  Score: Raw -57598914.425739 + Penalty 15046.024173 = -57583868.401566
  nChanged 2914
		SP:Iteration 37Q (47155.510000 sec): 3 clusters
  Score: Raw -57600549.353494 + Penalty 15046.024173 = -57585503.329322
  nChanged 2518
		SP:Iteration 38Q (47156.750000 sec): 3 clusters
  Score: Raw -57602047.507724 + Penalty 15046.024173 = -57587001.483551
  nChanged 2230
		SP:Iteration 39Q (47157.970000 sec): 3 clusters
  Score: Raw -57603456.160706 + Penalty 15046.024173 = -57588410.136533
  nChanged 1849
		SP:Iteration 40F (47159.580000 sec): 3 clusters
  Score: Raw -57604684.006831 + Penalty 15046.024173 = -57589637.982659
  nChanged 1461
		SP:Iteration 41Q (47160.760000 sec): 3 clusters
  Score: Raw -57605712.402832 + Penalty 15046.024173 = -57590666.378659
  nChanged 1184
		SP:Iteration 42Q (47161.920000 sec): 3 clusters
  Score: Raw -57606576.732590 + Penalty 15046.024173 = -57591530.708418
  nChanged 1023
		SP:Iteration 43Q (47163.060000 sec): 3 clusters
  Score: Raw -57607240.779205 + Penalty 15046.024173 = -57592194.755032
  nChanged 823
		SP:Iteration 44Q (47164.200000 sec): 3 clusters
  Score: Raw -57607671.168045 + Penalty 15046.024173 = -57592625.143872
  nChanged 646
		SP:Iteration 45Q (47165.330000 sec): 3 clusters
  Score: Raw -57607961.285758 + Penalty 15046.024173 = -57592915.261585
  nChanged 514
		SP:Iteration 46Q (47166.440000 sec): 3 clusters
  Score: Raw -57608158.165889 + Penalty 15046.024173 = -57593112.141716
  nChanged 405
		SP:Iteration 47Q (47167.550000 sec): 3 clusters
  Score: Raw -57608295.379741 + Penalty 15046.024173 = -57593249.355568
  nChanged 296
		SP:Iteration 48Q (47168.650000 sec): 3 clusters
  Score: Raw -57608385.954724 + Penalty 15046.024173 = -57593339.930551
  nChanged 225
		SP:Iteration 49Q (47169.750000 sec): 3 clusters
  Score: Raw -57608449.086875 + Penalty 15046.024173 = -57593403.062702
  nChanged 181
		SP:Iteration 50Q (47170.850000 sec): 3 clusters
  Score: Raw -57608494.318014 + Penalty 15046.024173 = -57593448.293842
  nChanged 156
		SP:Iteration 51Q (47171.950000 sec): 3 clusters
  Score: Raw -57608533.821748 + Penalty 15046.024173 = -57593487.797575
  nChanged 140
		SP:Iteration 52Q (47173.050000 sec): 3 clusters
  Score: Raw -57608564.227638 + Penalty 15046.024173 = -57593518.203465
  nChanged 95
		SP:Iteration 53Q (47174.150000 sec): 3 clusters
  Score: Raw -57608585.105220 + Penalty 15046.024173 = -57593539.081048
  nChanged 76
		SP:Iteration 54Q (47175.280000 sec): 3 clusters
  Score: Raw -57608601.109367 + Penalty 15046.024173 = -57593555.085195
  nChanged 63
		SP:Iteration 55Q (47176.400000 sec): 3 clusters
  Score: Raw -57608613.438509 + Penalty 15046.024173 = -57593567.414337
  nChanged 58
		SP:Iteration 56Q (47177.530000 sec): 3 clusters
  Score: Raw -57608624.067523 + Penalty 15046.024173 = -57593578.043350
  nChanged 50
		SP:Iteration 57Q (47178.660000 sec): 3 clusters
  Score: Raw -57608632.473845 + Penalty 15046.024173 = -57593586.449673
  nChanged 35
		SP:Iteration 58Q (47179.780000 sec): 3 clusters
  Score: Raw -57608638.478822 + Penalty 15046.024173 = -57593592.454650
  nChanged 31
		SP:Iteration 59Q (47180.860000 sec): 3 clusters
  Score: Raw -57608643.811297 + Penalty 15046.024173 = -57593597.787125
  nChanged 24
		SP:Iteration 60F (47182.440000 sec): 3 clusters
  Score: Raw -57608647.646430 + Penalty 15046.024173 = -57593601.622258
  nChanged 26
		SP:Iteration 61Q (47183.520000 sec): 3 clusters
  Score: Raw -57608652.738131 + Penalty 15046.024173 = -57593606.713958
  nChanged 30
		SP:Iteration 62Q (47184.610000 sec): 3 clusters
  Score: Raw -57608657.901006 + Penalty 15046.024173 = -57593611.876833
  nChanged 21
		SP:Iteration 63Q (47185.740000 sec): 3 clusters
  Score: Raw -57608660.549760 + Penalty 15046.024173 = -57593614.525587
  nChanged 17
		SP:Iteration 64Q (47186.870000 sec): 3 clusters
  Score: Raw -57608662.859085 + Penalty 15046.024173 = -57593616.834913
  nChanged 9
		SP:Iteration 65Q (47188.000000 sec): 3 clusters
  Score: Raw -57608664.142268 + Penalty 15046.024173 = -57593618.118096
  nChanged 7
		SP:Iteration 66Q (47189.120000 sec): 3 clusters
  Score: Raw -57608664.965027 + Penalty 15046.024173 = -57593618.940854
  nChanged 5
		SP:Iteration 67Q (47190.220000 sec): 3 clusters
  Score: Raw -57608665.583439 + Penalty 15046.024173 = -57593619.559266
  nChanged 3
		SP:Iteration 68Q (47191.310000 sec): 3 clusters
  Score: Raw -57608666.140106 + Penalty 15046.024173 = -57593620.115934
  nChanged 3
		SP:Iteration 69Q (47192.400000 sec): 3 clusters
  Score: Raw -57608666.507339 + Penalty 15046.024173 = -57593620.483166
  nChanged 1
		SP:Iteration 70Q (47193.490000 sec): 3 clusters
  Score: Raw -57608666.591325 + Penalty 15046.024173 = -57593620.567153
  nChanged 1
		SP:Iteration 71Q (47194.590000 sec): 3 clusters
  Score: Raw -57608666.784188 + Penalty 15046.024173 = -57593620.760016
  nChanged 2
		SP:Iteration 72Q (47195.670000 sec): 3 clusters
  Score: Raw -57608667.171348 + Penalty 15046.024173 = -57593621.147175
  nChanged 4
		SP:Iteration 73Q (47196.760000 sec): 3 clusters
  Score: Raw -57608667.635089 + Penalty 15046.024173 = -57593621.610916
  nChanged 2
		SP:Iteration 74Q (47197.870000 sec): 3 clusters
  Score: Raw -57608667.886524 + Penalty 15046.024173 = -57593621.862351
  nChanged 3
		SP:Iteration 75Q (47198.970000 sec): 3 clusters
  Score: Raw -57608668.191057 + Penalty 15046.024173 = -57593622.166885
  nChanged 2
		SP:Iteration 76Q (47200.100000 sec): 3 clusters
  Score: Raw -57608668.445997 + Penalty 15046.024173 = -57593622.421825
  nChanged 2
		SP:Iteration 77Q (47201.230000 sec): 3 clusters
  Score: Raw -57608668.654848 + Penalty 15046.024173 = -57593622.630676
  nChanged 1
		SP:Iteration 78Q (47202.320000 sec): 3 clusters
  Score: Raw -57608668.781385 + Penalty 15046.024173 = -57593622.757212
  nChanged 0
		SP:Iteration 79F (47203.900000 sec): 3 clusters
  Score: Raw -57608668.781385 + Penalty 15046.024173 = -57593622.757212
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47204.100000 sec): 2 clusters
  Score: Raw -3141743.648830 + Penalty 5766.084580 = -3135977.564250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47204.180000 sec): 3 clusters
  Score: Raw -3135961.660875 + Penalty 11532.169159 = -3124429.491715
  nChanged 4620
		SP:Iteration 1F (47204.270000 sec): 3 clusters
  Score: Raw -3138660.960193 + Penalty 11532.169159 = -3127128.791034
  nChanged 974
		SP:Iteration 2F (47204.360000 sec): 3 clusters
  Score: Raw -3139360.209120 + Penalty 11532.169159 = -3127828.039961
  nChanged 738
		SP:Iteration 3F (47204.450000 sec): 3 clusters
  Score: Raw -3139930.887851 + Penalty 11532.169159 = -3128398.718692
  nChanged 664
		SP:Iteration 4F (47204.540000 sec): 3 clusters
  Score: Raw -3140485.961027 + Penalty 11532.169159 = -3128953.791868
  nChanged 625
		SP:Iteration 5F (47204.630000 sec): 3 clusters
  Score: Raw -3141052.912330 + Penalty 11532.169159 = -3129520.743171
  nChanged 607
		SP:Iteration 6Q (47204.710000 sec): 3 clusters
  Score: Raw -3141625.883318 + Penalty 11532.169159 = -3130093.714159
  nChanged 582
		SP:Iteration 7Q (47204.800000 sec): 3 clusters
  Score: Raw -3142171.182730 + Penalty 11532.169159 = -3130639.013571
  nChanged 545
		SP:Iteration 8Q (47204.890000 sec): 3 clusters
  Score: Raw -3142703.100821 + Penalty 11532.169159 = -3131170.931662
  nChanged 489
		SP:Iteration 9Q (47204.970000 sec): 3 clusters
  Score: Raw -3143124.156750 + Penalty 11532.169159 = -3131591.987590
  nChanged 428
		SP:Iteration 10Q (47205.060000 sec): 3 clusters
  Score: Raw -3143479.254291 + Penalty 11532.169159 = -3131947.085132
  nChanged 362
		SP:Iteration 11Q (47205.140000 sec): 3 clusters
  Score: Raw -3143766.360591 + Penalty 11532.169159 = -3132234.191432
  nChanged 325
		SP:Iteration 12Q (47205.220000 sec): 3 clusters
  Score: Raw -3144007.069249 + Penalty 11532.169159 = -3132474.900090
  nChanged 263
		SP:Iteration 13Q (47205.300000 sec): 3 clusters
  Score: Raw -3144179.011110 + Penalty 11532.169159 = -3132646.841951
  nChanged 199
		SP:Iteration 14Q (47205.380000 sec): 3 clusters
  Score: Raw -3144289.269644 + Penalty 11532.169159 = -3132757.100485
  nChanged 152
		SP:Iteration 15Q (47205.460000 sec): 3 clusters
  Score: Raw -3144387.671107 + Penalty 11532.169159 = -3132855.501948
  nChanged 125
		SP:Iteration 16Q (47205.540000 sec): 3 clusters
  Score: Raw -3144458.171211 + Penalty 11532.169159 = -3132926.002052
  nChanged 122
		SP:Iteration 17Q (47205.620000 sec): 3 clusters
  Score: Raw -3144519.801602 + Penalty 11532.169159 = -3132987.632443
  nChanged 93
		SP:Iteration 18Q (47205.700000 sec): 3 clusters
  Score: Raw -3144560.822446 + Penalty 11532.169159 = -3133028.653287
  nChanged 83
		SP:Iteration 19Q (47205.790000 sec): 3 clusters
  Score: Raw -3144601.608131 + Penalty 11532.169159 = -3133069.438972
  nChanged 68
		SP:Iteration 20F (47205.880000 sec): 3 clusters
  Score: Raw -3144632.106812 + Penalty 11532.169159 = -3133099.937653
  nChanged 52
		SP:Iteration 21Q (47205.970000 sec): 3 clusters
  Score: Raw -3144656.913749 + Penalty 11532.169159 = -3133124.744589
  nChanged 51
		SP:Iteration 22Q (47206.050000 sec): 3 clusters
  Score: Raw -3144678.834340 + Penalty 11532.169159 = -3133146.665181
  nChanged 52
		SP:Iteration 23Q (47206.130000 sec): 3 clusters
  Score: Raw -3144700.899043 + Penalty 11532.169159 = -3133168.729884
  nChanged 43
		SP:Iteration 24Q (47206.210000 sec): 3 clusters
  Score: Raw -3144718.894718 + Penalty 11532.169159 = -3133186.725559
  nChanged 29
		SP:Iteration 25Q (47206.290000 sec): 3 clusters
  Score: Raw -3144730.842395 + Penalty 11532.169159 = -3133198.673236
  nChanged 24
		SP:Iteration 26Q (47206.370000 sec): 3 clusters
  Score: Raw -3144739.700788 + Penalty 11532.169159 = -3133207.531628
  nChanged 22
		SP:Iteration 27Q (47206.450000 sec): 3 clusters
  Score: Raw -3144746.153918 + Penalty 11532.169159 = -3133213.984759
  nChanged 16
		SP:Iteration 28Q (47206.530000 sec): 3 clusters
  Score: Raw -3144752.538090 + Penalty 11532.169159 = -3133220.368931
  nChanged 17
		SP:Iteration 29Q (47206.610000 sec): 3 clusters
  Score: Raw -3144757.614139 + Penalty 11532.169159 = -3133225.444980
  nChanged 12
		SP:Iteration 30Q (47206.700000 sec): 3 clusters
  Score: Raw -3144763.594534 + Penalty 11532.169159 = -3133231.425375
  nChanged 23
		SP:Iteration 31Q (47206.780000 sec): 3 clusters
  Score: Raw -3144774.814467 + Penalty 11532.169159 = -3133242.645308
  nChanged 22
		SP:Iteration 32Q (47206.860000 sec): 3 clusters
  Score: Raw -3144784.148813 + Penalty 11532.169159 = -3133251.979654
  nChanged 19
		SP:Iteration 33Q (47206.940000 sec): 3 clusters
  Score: Raw -3144790.823581 + Penalty 11532.169159 = -3133258.654422
  nChanged 23
		SP:Iteration 34Q (47207.020000 sec): 3 clusters
  Score: Raw -3144798.921510 + Penalty 11532.169159 = -3133266.752351
  nChanged 21
		SP:Iteration 35Q (47207.100000 sec): 3 clusters
  Score: Raw -3144806.858502 + Penalty 11532.169159 = -3133274.689343
  nChanged 17
		SP:Iteration 36Q (47207.180000 sec): 3 clusters
  Score: Raw -3144812.539193 + Penalty 11532.169159 = -3133280.370034
  nChanged 15
		SP:Iteration 37Q (47207.260000 sec): 3 clusters
  Score: Raw -3144819.322217 + Penalty 11532.169159 = -3133287.153058
  nChanged 22
		SP:Iteration 38Q (47207.340000 sec): 3 clusters
  Score: Raw -3144829.861734 + Penalty 11532.169159 = -3133297.692575
  nChanged 29
		SP:Iteration 39Q (47207.420000 sec): 3 clusters
  Score: Raw -3144841.246052 + Penalty 11532.169159 = -3133309.076893
  nChanged 26
		SP:Iteration 40F (47207.510000 sec): 3 clusters
  Score: Raw -3144851.361761 + Penalty 11532.169159 = -3133319.192602
  nChanged 31
		SP:Iteration 41Q (47207.590000 sec): 3 clusters
  Score: Raw -3144865.014912 + Penalty 11532.169159 = -3133332.845753
  nChanged 26
		SP:Iteration 42Q (47207.670000 sec): 3 clusters
  Score: Raw -3144875.844088 + Penalty 11532.169159 = -3133343.674929
  nChanged 28
		SP:Iteration 43Q (47207.750000 sec): 3 clusters
  Score: Raw -3144890.673441 + Penalty 11532.169159 = -3133358.504281
  nChanged 36
		SP:Iteration 44Q (47207.840000 sec): 3 clusters
  Score: Raw -3144910.915186 + Penalty 11532.169159 = -3133378.746027
  nChanged 49
		SP:Iteration 45Q (47207.920000 sec): 3 clusters
  Score: Raw -3144940.915149 + Penalty 11532.169159 = -3133408.745990
  nChanged 57
		SP:Iteration 46Q (47208.000000 sec): 3 clusters
  Score: Raw -3144974.986688 + Penalty 11532.169159 = -3133442.817529
  nChanged 54
		SP:Iteration 47Q (47208.080000 sec): 3 clusters
  Score: Raw -3145004.740107 + Penalty 11532.169159 = -3133472.570948
  nChanged 55
		SP:Iteration 48Q (47208.160000 sec): 3 clusters
  Score: Raw -3145042.008661 + Penalty 11532.169159 = -3133509.839502
  nChanged 59
		SP:Iteration 49Q (47208.240000 sec): 3 clusters
  Score: Raw -3145076.216978 + Penalty 11532.169159 = -3133544.047819
  nChanged 49
		SP:Iteration 50Q (47208.320000 sec): 3 clusters
  Score: Raw -3145110.701543 + Penalty 11532.169159 = -3133578.532384
  nChanged 61
		SP:Iteration 51Q (47208.400000 sec): 3 clusters
  Score: Raw -3145154.944955 + Penalty 11532.169159 = -3133622.775796
  nChanged 69
		SP:Iteration 52Q (47208.480000 sec): 3 clusters
  Score: Raw -3145210.406757 + Penalty 11532.169159 = -3133678.237598
  nChanged 82
		SP:Iteration 53Q (47208.560000 sec): 3 clusters
  Score: Raw -3145269.572925 + Penalty 11532.169159 = -3133737.403766
  nChanged 79
		SP:Iteration 54Q (47208.640000 sec): 3 clusters
  Score: Raw -3145315.737749 + Penalty 11532.169159 = -3133783.568590
  nChanged 83
		SP:Iteration 55Q (47208.710000 sec): 3 clusters
  Score: Raw -3145360.284280 + Penalty 11532.169159 = -3133828.115121
  nChanged 75
		SP:Iteration 56Q (47208.790000 sec): 3 clusters
  Score: Raw -3145399.892569 + Penalty 11532.169159 = -3133867.723409
  nChanged 71
		SP:Iteration 57Q (47208.870000 sec): 3 clusters
  Score: Raw -3145434.702966 + Penalty 11532.169159 = -3133902.533807
  nChanged 51
		SP:Iteration 58Q (47208.940000 sec): 3 clusters
  Score: Raw -3145458.795840 + Penalty 11532.169159 = -3133926.626681
  nChanged 56
		SP:Iteration 59Q (47209.020000 sec): 3 clusters
  Score: Raw -3145482.906668 + Penalty 11532.169159 = -3133950.737508
  nChanged 42
		SP:Iteration 60F (47209.110000 sec): 3 clusters
  Score: Raw -3145499.249857 + Penalty 11532.169159 = -3133967.080698
  nChanged 40
		SP:Iteration 61Q (47209.190000 sec): 3 clusters
  Score: Raw -3145514.948643 + Penalty 11532.169159 = -3133982.779484
  nChanged 26
		SP:Iteration 62Q (47209.270000 sec): 3 clusters
  Score: Raw -3145523.940190 + Penalty 11532.169159 = -3133991.771031
  nChanged 20
		SP:Iteration 63Q (47209.340000 sec): 3 clusters
  Score: Raw -3145530.756702 + Penalty 11532.169159 = -3133998.587543
  nChanged 23
		SP:Iteration 64Q (47209.420000 sec): 3 clusters
  Score: Raw -3145538.195538 + Penalty 11532.169159 = -3134006.026379
  nChanged 19
		SP:Iteration 65Q (47209.500000 sec): 3 clusters
  Score: Raw -3145543.889959 + Penalty 11532.169159 = -3134011.720800
  nChanged 10
		SP:Iteration 66Q (47209.580000 sec): 3 clusters
  Score: Raw -3145548.106601 + Penalty 11532.169159 = -3134015.937441
  nChanged 15
		SP:Iteration 67Q (47209.660000 sec): 3 clusters
  Score: Raw -3145552.649989 + Penalty 11532.169159 = -3134020.480830
  nChanged 13
		SP:Iteration 68Q (47209.740000 sec): 3 clusters
  Score: Raw -3145556.552901 + Penalty 11532.169159 = -3134024.383742
  nChanged 11
		SP:Iteration 69Q (47209.820000 sec): 3 clusters
  Score: Raw -3145560.382263 + Penalty 11532.169159 = -3134028.213104
  nChanged 9
		SP:Iteration 70Q (47209.900000 sec): 3 clusters
  Score: Raw -3145563.786325 + Penalty 11532.169159 = -3134031.617165
  nChanged 8
		SP:Iteration 71Q (47209.970000 sec): 3 clusters
  Score: Raw -3145567.451421 + Penalty 11532.169159 = -3134035.282261
  nChanged 14
		SP:Iteration 72Q (47210.050000 sec): 3 clusters
  Score: Raw -3145572.746035 + Penalty 11532.169159 = -3134040.576875
  nChanged 11
		SP:Iteration 73Q (47210.130000 sec): 3 clusters
  Score: Raw -3145576.483616 + Penalty 11532.169159 = -3134044.314457
  nChanged 9
		SP:Iteration 74Q (47210.210000 sec): 3 clusters
  Score: Raw -3145579.768140 + Penalty 11532.169159 = -3134047.598981
  nChanged 9
		SP:Iteration 75Q (47210.290000 sec): 3 clusters
  Score: Raw -3145582.129104 + Penalty 11532.169159 = -3134049.959945
  nChanged 6
		SP:Iteration 76Q (47210.360000 sec): 3 clusters
  Score: Raw -3145584.089680 + Penalty 11532.169159 = -3134051.920521
  nChanged 7
		SP:Iteration 77Q (47210.440000 sec): 3 clusters
  Score: Raw -3145585.514170 + Penalty 11532.169159 = -3134053.345011
  nChanged 5
		SP:Iteration 78Q (47210.520000 sec): 3 clusters
  Score: Raw -3145586.713922 + Penalty 11532.169159 = -3134054.544763
  nChanged 6
		SP:Iteration 79Q (47210.600000 sec): 3 clusters
  Score: Raw -3145587.958570 + Penalty 11532.169159 = -3134055.789411
  nChanged 6
		SP:Iteration 80F (47210.690000 sec): 3 clusters
  Score: Raw -3145589.219798 + Penalty 11532.169159 = -3134057.050639
  nChanged 4
		SP:Iteration 81Q (47210.770000 sec): 3 clusters
  Score: Raw -3145590.054947 + Penalty 11532.169159 = -3134057.885787
  nChanged 2
		SP:Iteration 82Q (47210.850000 sec): 3 clusters
  Score: Raw -3145590.684566 + Penalty 11532.169159 = -3134058.515407
  nChanged 2
		SP:Iteration 83Q (47210.930000 sec): 3 clusters
  Score: Raw -3145591.562425 + Penalty 11532.169159 = -3134059.393266
  nChanged 3
		SP:Iteration 84Q (47211.010000 sec): 3 clusters
  Score: Raw -3145592.352267 + Penalty 11532.169159 = -3134060.183108
  nChanged 2
		SP:Iteration 85Q (47211.090000 sec): 3 clusters
  Score: Raw -3145592.648751 + Penalty 11532.169159 = -3134060.479592
  nChanged 1
		SP:Iteration 86Q (47211.160000 sec): 3 clusters
  Score: Raw -3145592.802451 + Penalty 11532.169159 = -3134060.633292
  nChanged 0
		SP:Iteration 87F (47211.260000 sec): 3 clusters
  Score: Raw -3145592.802451 + Penalty 11532.169159 = -3134060.633292
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (20844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47211.390000 sec): 2 clusters
  Score: Raw -5555045.304995 + Penalty 6091.203117 = -5548954.101878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47211.550000 sec): 3 clusters
  Score: Raw -5544096.782433 + Penalty 12182.406235 = -5531914.376199
  nChanged 8546
		SP:Iteration 1F (47211.710000 sec): 3 clusters
  Score: Raw -5548743.108750 + Penalty 12182.406235 = -5536560.702516
  nChanged 1447
		SP:Iteration 2F (47211.860000 sec): 3 clusters
  Score: Raw -5549620.057369 + Penalty 12182.406235 = -5537437.651134
  nChanged 1323
		SP:Iteration 3F (47212.020000 sec): 3 clusters
  Score: Raw -5550546.946475 + Penalty 12182.406235 = -5538364.540240
  nChanged 1302
		SP:Iteration 4F (47212.180000 sec): 3 clusters
  Score: Raw -5551631.832928 + Penalty 12182.406235 = -5539449.426694
  nChanged 1426
		SP:Iteration 5F (47212.340000 sec): 3 clusters
  Score: Raw -5552942.458699 + Penalty 12182.406235 = -5540760.052464
  nChanged 1439
		SP:Iteration 6F (47212.500000 sec): 3 clusters
  Score: Raw -5554293.967645 + Penalty 12182.406235 = -5542111.561411
  nChanged 1279
		SP:Iteration 7F (47212.650000 sec): 3 clusters
  Score: Raw -5555491.418862 + Penalty 12182.406235 = -5543309.012627
  nChanged 1051
		SP:Iteration 8F (47212.810000 sec): 3 clusters
  Score: Raw -5556349.733085 + Penalty 12182.406235 = -5544167.326850
  nChanged 733
		SP:Iteration 9Q (47212.960000 sec): 3 clusters
  Score: Raw -5556830.847262 + Penalty 12182.406235 = -5544648.441027
  nChanged 511
		SP:Iteration 10Q (47213.120000 sec): 3 clusters
  Score: Raw -5557102.813253 + Penalty 12182.406235 = -5544920.407018
  nChanged 349
		SP:Iteration 11Q (47213.270000 sec): 3 clusters
  Score: Raw -5557265.318306 + Penalty 12182.406235 = -5545082.912072
  nChanged 276
		SP:Iteration 12Q (47213.430000 sec): 3 clusters
  Score: Raw -5557368.200130 + Penalty 12182.406235 = -5545185.793895
  nChanged 175
		SP:Iteration 13Q (47213.580000 sec): 3 clusters
  Score: Raw -5557422.232680 + Penalty 12182.406235 = -5545239.826445
  nChanged 107
		SP:Iteration 14Q (47213.730000 sec): 3 clusters
  Score: Raw -5557452.275888 + Penalty 12182.406235 = -5545269.869654
  nChanged 64
		SP:Iteration 15Q (47213.890000 sec): 3 clusters
  Score: Raw -5557468.301606 + Penalty 12182.406235 = -5545285.895372
  nChanged 54
		SP:Iteration 16Q (47214.040000 sec): 3 clusters
  Score: Raw -5557481.156646 + Penalty 12182.406235 = -5545298.750411
  nChanged 41
		SP:Iteration 17Q (47214.190000 sec): 3 clusters
  Score: Raw -5557490.751630 + Penalty 12182.406235 = -5545308.345396
  nChanged 39
		SP:Iteration 18Q (47214.350000 sec): 3 clusters
  Score: Raw -5557499.756045 + Penalty 12182.406235 = -5545317.349810
  nChanged 37
		SP:Iteration 19Q (47214.500000 sec): 3 clusters
  Score: Raw -5557508.023895 + Penalty 12182.406235 = -5545325.617660
  nChanged 27
		SP:Iteration 20F (47214.660000 sec): 3 clusters
  Score: Raw -5557513.869274 + Penalty 12182.406235 = -5545331.463039
  nChanged 20
		SP:Iteration 21Q (47214.810000 sec): 3 clusters
  Score: Raw -5557517.525147 + Penalty 12182.406235 = -5545335.118912
  nChanged 23
		SP:Iteration 22Q (47214.960000 sec): 3 clusters
  Score: Raw -5557522.495962 + Penalty 12182.406235 = -5545340.089727
  nChanged 15
		SP:Iteration 23Q (47215.120000 sec): 3 clusters
  Score: Raw -5557525.378316 + Penalty 12182.406235 = -5545342.972081
  nChanged 12
		SP:Iteration 24Q (47215.270000 sec): 3 clusters
  Score: Raw -5557527.683006 + Penalty 12182.406235 = -5545345.276772
  nChanged 12
		SP:Iteration 25Q (47215.420000 sec): 3 clusters
  Score: Raw -5557530.007511 + Penalty 12182.406235 = -5545347.601277
  nChanged 15
		SP:Iteration 26Q (47215.570000 sec): 3 clusters
  Score: Raw -5557533.227921 + Penalty 12182.406235 = -5545350.821687
  nChanged 17
		SP:Iteration 27Q (47215.720000 sec): 3 clusters
  Score: Raw -5557536.409389 + Penalty 12182.406235 = -5545354.003155
  nChanged 15
		SP:Iteration 28Q (47215.870000 sec): 3 clusters
  Score: Raw -5557539.261244 + Penalty 12182.406235 = -5545356.855009
  nChanged 10
		SP:Iteration 29Q (47216.010000 sec): 3 clusters
  Score: Raw -5557540.850008 + Penalty 12182.406235 = -5545358.443774
  nChanged 11
		SP:Iteration 30Q (47216.160000 sec): 3 clusters
  Score: Raw -5557542.679971 + Penalty 12182.406235 = -5545360.273737
  nChanged 7
		SP:Iteration 31Q (47216.310000 sec): 3 clusters
  Score: Raw -5557543.803806 + Penalty 12182.406235 = -5545361.397572
  nChanged 5
		SP:Iteration 32Q (47216.460000 sec): 3 clusters
  Score: Raw -5557544.861614 + Penalty 12182.406235 = -5545362.455380
  nChanged 5
		SP:Iteration 33Q (47216.600000 sec): 3 clusters
  Score: Raw -5557545.653036 + Penalty 12182.406235 = -5545363.246802
  nChanged 5
		SP:Iteration 34Q (47216.750000 sec): 3 clusters
  Score: Raw -5557546.303672 + Penalty 12182.406235 = -5545363.897437
  nChanged 2
		SP:Iteration 35Q (47216.900000 sec): 3 clusters
  Score: Raw -5557546.797542 + Penalty 12182.406235 = -5545364.391308
  nChanged 3
		SP:Iteration 36Q (47217.050000 sec): 3 clusters
  Score: Raw -5557548.171166 + Penalty 12182.406235 = -5545365.764931
  nChanged 5
		SP:Iteration 37Q (47217.190000 sec): 3 clusters
  Score: Raw -5557549.150387 + Penalty 12182.406235 = -5545366.744152
  nChanged 0
		SP:Iteration 38F (47217.340000 sec): 3 clusters
  Score: Raw -5557549.150387 + Penalty 12182.406235 = -5545366.744152
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47217.380000 sec): 2 clusters
  Score: Raw -1484238.079829 + Penalty 5300.678296 = -1478937.401533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47217.430000 sec): 3 clusters
  Score: Raw -1482025.820584 + Penalty 10601.356592 = -1471424.463992
  nChanged 1890
		SP:Iteration 1F (47217.470000 sec): 3 clusters
  Score: Raw -1483273.441748 + Penalty 10601.356592 = -1472672.085156
  nChanged 429
		SP:Iteration 2F (47217.510000 sec): 3 clusters
  Score: Raw -1483610.829171 + Penalty 10601.356592 = -1473009.472579
  nChanged 236
		SP:Iteration 3Q (47217.550000 sec): 3 clusters
  Score: Raw -1483782.135827 + Penalty 10601.356592 = -1473180.779235
  nChanged 167
		SP:Iteration 4Q (47217.590000 sec): 3 clusters
  Score: Raw -1483916.144534 + Penalty 10601.356592 = -1473314.787942
  nChanged 129
		SP:Iteration 5Q (47217.630000 sec): 3 clusters
  Score: Raw -1484022.866221 + Penalty 10601.356592 = -1473421.509629
  nChanged 109
		SP:Iteration 6Q (47217.670000 sec): 3 clusters
  Score: Raw -1484103.578236 + Penalty 10601.356592 = -1473502.221644
  nChanged 95
		SP:Iteration 7Q (47217.710000 sec): 3 clusters
  Score: Raw -1484164.109949 + Penalty 10601.356592 = -1473562.753357
  nChanged 69
		SP:Iteration 8Q (47217.750000 sec): 3 clusters
  Score: Raw -1484204.983252 + Penalty 10601.356592 = -1473603.626660
  nChanged 58
		SP:Iteration 9Q (47217.790000 sec): 3 clusters
  Score: Raw -1484245.492386 + Penalty 10601.356592 = -1473644.135794
  nChanged 61
		SP:Iteration 10Q (47217.830000 sec): 3 clusters
  Score: Raw -1484285.236482 + Penalty 10601.356592 = -1473683.879890
  nChanged 53
		SP:Iteration 11Q (47217.870000 sec): 3 clusters
  Score: Raw -1484316.163303 + Penalty 10601.356592 = -1473714.806711
  nChanged 54
		SP:Iteration 12Q (47217.910000 sec): 3 clusters
  Score: Raw -1484358.697758 + Penalty 10601.356592 = -1473757.341166
  nChanged 70
		SP:Iteration 13Q (47217.950000 sec): 3 clusters
  Score: Raw -1484417.672435 + Penalty 10601.356592 = -1473816.315843
  nChanged 75
		SP:Iteration 14Q (47217.990000 sec): 3 clusters
  Score: Raw -1484482.518116 + Penalty 10601.356592 = -1473881.161524
  nChanged 92
		SP:Iteration 15Q (47218.030000 sec): 3 clusters
  Score: Raw -1484580.232421 + Penalty 10601.356592 = -1473978.875829
  nChanged 114
		SP:Iteration 16Q (47218.070000 sec): 3 clusters
  Score: Raw -1484696.840827 + Penalty 10601.356592 = -1474095.484235
  nChanged 125
		SP:Iteration 17Q (47218.110000 sec): 3 clusters
  Score: Raw -1484833.127524 + Penalty 10601.356592 = -1474231.770932
  nChanged 133
		SP:Iteration 18Q (47218.150000 sec): 3 clusters
  Score: Raw -1484981.306689 + Penalty 10601.356592 = -1474379.950097
  nChanged 141
		SP:Iteration 19Q (47218.190000 sec): 3 clusters
  Score: Raw -1485126.019609 + Penalty 10601.356592 = -1474524.663017
  nChanged 119
		SP:Iteration 20F (47218.230000 sec): 3 clusters
  Score: Raw -1485243.731843 + Penalty 10601.356592 = -1474642.375251
  nChanged 116
		SP:Iteration 21Q (47218.270000 sec): 3 clusters
  Score: Raw -1485353.176319 + Penalty 10601.356592 = -1474751.819727
  nChanged 97
		SP:Iteration 22Q (47218.310000 sec): 3 clusters
  Score: Raw -1485444.481929 + Penalty 10601.356592 = -1474843.125337
  nChanged 129
		SP:Iteration 23Q (47218.350000 sec): 3 clusters
  Score: Raw -1485567.078058 + Penalty 10601.356592 = -1474965.721466
  nChanged 135
		SP:Iteration 24Q (47218.390000 sec): 3 clusters
  Score: Raw -1485706.638622 + Penalty 10601.356592 = -1475105.282030
  nChanged 137
		SP:Iteration 25Q (47218.430000 sec): 3 clusters
  Score: Raw -1485869.340386 + Penalty 10601.356592 = -1475267.983794
  nChanged 148
		SP:Iteration 26Q (47218.460000 sec): 3 clusters
  Score: Raw -1486071.943567 + Penalty 10601.356592 = -1475470.586975
  nChanged 174
		SP:Iteration 27Q (47218.500000 sec): 3 clusters
  Score: Raw -1486332.248013 + Penalty 10601.356592 = -1475730.891421
  nChanged 194
		SP:Iteration 28Q (47218.540000 sec): 3 clusters
  Score: Raw -1486654.456329 + Penalty 10601.356592 = -1476053.099737
  nChanged 208
		SP:Iteration 29Q (47218.580000 sec): 3 clusters
  Score: Raw -1487046.313485 + Penalty 10601.356592 = -1476444.956893
  nChanged 187
		SP:Iteration 30Q (47218.610000 sec): 3 clusters
  Score: Raw -1487455.711951 + Penalty 10601.356592 = -1476854.355360
  nChanged 178
		SP:Iteration 31Q (47218.650000 sec): 3 clusters
  Score: Raw -1487905.234491 + Penalty 10601.356592 = -1477303.877899
  nChanged 116
		SP:Iteration 32Q (47218.680000 sec): 3 clusters
  Score: Raw -1488148.582362 + Penalty 10601.356592 = -1477547.225770
  nChanged 63
		SP:Iteration 33Q (47218.710000 sec): 3 clusters
  Score: Raw -1488232.249456 + Penalty 10601.356592 = -1477630.892864
  nChanged 33
		SP:Iteration 34Q (47218.740000 sec): 3 clusters
  Score: Raw -1488261.432462 + Penalty 10601.356592 = -1477660.075870
  nChanged 18
		SP:Iteration 35Q (47218.770000 sec): 3 clusters
  Score: Raw -1488273.383247 + Penalty 10601.356592 = -1477672.026655
  nChanged 7
		SP:Iteration 36Q (47218.800000 sec): 3 clusters
  Score: Raw -1488276.719186 + Penalty 10601.356592 = -1477675.362594
  nChanged 3
		SP:Iteration 37Q (47218.830000 sec): 3 clusters
  Score: Raw -1488278.342393 + Penalty 10601.356592 = -1477676.985802
  nChanged 2
		SP:Iteration 38Q (47218.860000 sec): 3 clusters
  Score: Raw -1488280.345089 + Penalty 10601.356592 = -1477678.988497
  nChanged 0
		SP:Iteration 39F (47218.900000 sec): 3 clusters
  Score: Raw -1488280.586227 + Penalty 10601.356592 = -1477679.229635
  nChanged 1
		SP:Iteration 40F (47218.940000 sec): 3 clusters
  Score: Raw -1488282.124294 + Penalty 10601.356592 = -1477680.767702
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47218.960000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47218.970000 sec): 3 clusters
  Score: Raw -406561.915589 + Penalty 8995.697131 = -397566.218458
  nChanged 316
		SP:Iteration 1F (47218.980000 sec): 3 clusters
  Score: Raw -407177.440516 + Penalty 8995.697131 = -398181.743386
  nChanged 97
		SP:Iteration 2F (47219.000000 sec): 3 clusters
  Score: Raw -407425.123777 + Penalty 8995.697131 = -398429.426647
  nChanged 65
		SP:Iteration 3Q (47219.010000 sec): 3 clusters
  Score: Raw -407591.208733 + Penalty 8995.697131 = -398595.511602
  nChanged 46
		SP:Iteration 4Q (47219.020000 sec): 3 clusters
  Score: Raw -407698.521100 + Penalty 8995.697131 = -398702.823969
  nChanged 40
		SP:Iteration 5Q (47219.030000 sec): 3 clusters
  Score: Raw -407804.136911 + Penalty 8995.697131 = -398808.439780
  nChanged 37
		SP:Iteration 6Q (47219.040000 sec): 3 clusters
  Score: Raw -407950.110007 + Penalty 8995.697131 = -398954.412876
  nChanged 41
		SP:Iteration 7Q (47219.050000 sec): 3 clusters
  Score: Raw -408101.559788 + Penalty 8995.697131 = -399105.862658
  nChanged 32
		SP:Iteration 8Q (47219.060000 sec): 3 clusters
  Score: Raw -408160.367136 + Penalty 8995.697131 = -399164.670005
  nChanged 17
		SP:Iteration 9Q (47219.070000 sec): 3 clusters
  Score: Raw -408189.592640 + Penalty 8995.697131 = -399193.895509
  nChanged 12
		SP:Iteration 10Q (47219.080000 sec): 3 clusters
  Score: Raw -408210.757701 + Penalty 8995.697131 = -399215.060571
  nChanged 11
		SP:Iteration 11Q (47219.080000 sec): 3 clusters
  Score: Raw -408232.994480 + Penalty 8995.697131 = -399237.297349
  nChanged 11
		SP:Iteration 12Q (47219.100000 sec): 3 clusters
  Score: Raw -408259.773004 + Penalty 8995.697131 = -399264.075873
  nChanged 14
		SP:Iteration 13Q (47219.100000 sec): 3 clusters
  Score: Raw -408289.826813 + Penalty 8995.697131 = -399294.129682
  nChanged 8
		SP:Iteration 14Q (47219.120000 sec): 3 clusters
  Score: Raw -408301.542971 + Penalty 8995.697131 = -399305.845840
  nChanged 6
		SP:Iteration 15Q (47219.120000 sec): 3 clusters
  Score: Raw -408314.684730 + Penalty 8995.697131 = -399318.987599
  nChanged 5
		SP:Iteration 16Q (47219.130000 sec): 3 clusters
  Score: Raw -408326.235926 + Penalty 8995.697131 = -399330.538795
  nChanged 7
		SP:Iteration 17Q (47219.140000 sec): 3 clusters
  Score: Raw -408341.154429 + Penalty 8995.697131 = -399345.457298
  nChanged 7
		SP:Iteration 18Q (47219.150000 sec): 3 clusters
  Score: Raw -408354.838661 + Penalty 8995.697131 = -399359.141530
  nChanged 5
		SP:Iteration 19Q (47219.160000 sec): 3 clusters
  Score: Raw -408364.604997 + Penalty 8995.697131 = -399368.907866
  nChanged 3
		SP:Iteration 20F (47219.170000 sec): 3 clusters
  Score: Raw -408382.242424 + Penalty 8995.697131 = -399386.545293
  nChanged 7
		SP:Iteration 21Q (47219.180000 sec): 3 clusters
  Score: Raw -408394.981352 + Penalty 8995.697131 = -399399.284221
  nChanged 5
		SP:Iteration 22Q (47219.190000 sec): 3 clusters
  Score: Raw -408402.428762 + Penalty 8995.697131 = -399406.731632
  nChanged 3
		SP:Iteration 23Q (47219.200000 sec): 3 clusters
  Score: Raw -408409.240415 + Penalty 8995.697131 = -399413.543284
  nChanged 1
		SP:Iteration 24Q (47219.210000 sec): 3 clusters
  Score: Raw -408411.229965 + Penalty 8995.697131 = -399415.532834
  nChanged 0
		SP:Iteration 25F (47219.220000 sec): 3 clusters
  Score: Raw -408411.229965 + Penalty 8995.697131 = -399415.532834
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (67933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47219.660000 sec): 2 clusters
  Score: Raw -18033428.027431 + Penalty 6814.844788 = -18026613.182644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47220.160000 sec): 3 clusters
  Score: Raw -17992723.562109 + Penalty 13629.689575 = -17979093.872533
  nChanged 30658
		SP:Iteration 1F (47220.670000 sec): 3 clusters
  Score: Raw -18009458.937189 + Penalty 13629.689575 = -17995829.247613
  nChanged 3157
		SP:Iteration 2Q (47221.190000 sec): 3 clusters
  Score: Raw -18010478.668795 + Penalty 13629.689575 = -17996848.979219
  nChanged 2801
		SP:Iteration 3Q (47221.710000 sec): 3 clusters
  Score: Raw -18011408.512692 + Penalty 13629.689575 = -17997778.823117
  nChanged 2640
		SP:Iteration 4Q (47222.230000 sec): 3 clusters
  Score: Raw -18012305.850355 + Penalty 13629.689575 = -17998676.160780
  nChanged 2583
		SP:Iteration 5Q (47222.730000 sec): 3 clusters
  Score: Raw -18013209.123638 + Penalty 13629.689575 = -17999579.434063
  nChanged 2502
		SP:Iteration 6Q (47223.240000 sec): 3 clusters
  Score: Raw -18014150.505221 + Penalty 13629.689575 = -18000520.815645
  nChanged 2638
		SP:Iteration 7Q (47223.750000 sec): 3 clusters
  Score: Raw -18015253.767037 + Penalty 13629.689575 = -18001624.077461
  nChanged 2892
		SP:Iteration 8Q (47224.270000 sec): 3 clusters
  Score: Raw -18016632.818930 + Penalty 13629.689575 = -18003003.129355
  nChanged 3151
		SP:Iteration 9Q (47224.770000 sec): 3 clusters
  Score: Raw -18018332.611916 + Penalty 13629.689575 = -18004702.922341
  nChanged 3410
		SP:Iteration 10F (47225.260000 sec): 3 clusters
  Score: Raw -18020514.396789 + Penalty 13629.689575 = -18006884.707214
  nChanged 3719
		SP:Iteration 11F (47225.760000 sec): 3 clusters
  Score: Raw -18023145.639427 + Penalty 13629.689575 = -18009515.949852
  nChanged 3603
		SP:Iteration 12F (47226.270000 sec): 3 clusters
  Score: Raw -18025885.031961 + Penalty 13629.689575 = -18012255.342386
  nChanged 3166
		SP:Iteration 13Q (47226.750000 sec): 3 clusters
  Score: Raw -18028331.122864 + Penalty 13629.689575 = -18014701.433289
  nChanged 2531
		SP:Iteration 14Q (47227.210000 sec): 3 clusters
  Score: Raw -18030213.352620 + Penalty 13629.689575 = -18016583.663045
  nChanged 1949
		SP:Iteration 15Q (47227.660000 sec): 3 clusters
  Score: Raw -18031664.563386 + Penalty 13629.689575 = -18018034.873810
  nChanged 1413
		SP:Iteration 16Q (47228.090000 sec): 3 clusters
  Score: Raw -18032716.076164 + Penalty 13629.689575 = -18019086.386589
  nChanged 984
		SP:Iteration 17Q (47228.500000 sec): 3 clusters
  Score: Raw -18033454.687468 + Penalty 13629.689575 = -18019824.997893
  nChanged 646
		SP:Iteration 18Q (47228.900000 sec): 3 clusters
  Score: Raw -18033939.950240 + Penalty 13629.689575 = -18020310.260665
  nChanged 440
		SP:Iteration 19Q (47229.280000 sec): 3 clusters
  Score: Raw -18034257.186124 + Penalty 13629.689575 = -18020627.496549
  nChanged 307
		SP:Iteration 20F (47229.790000 sec): 3 clusters
  Score: Raw -18034478.215513 + Penalty 13629.689575 = -18020848.525938
  nChanged 201
		SP:Iteration 21Q (47230.170000 sec): 3 clusters
  Score: Raw -18034620.644795 + Penalty 13629.689575 = -18020990.955220
  nChanged 142
		SP:Iteration 22Q (47230.550000 sec): 3 clusters
  Score: Raw -18034722.706398 + Penalty 13629.689575 = -18021093.016822
  nChanged 96
		SP:Iteration 23Q (47230.930000 sec): 3 clusters
  Score: Raw -18034791.467257 + Penalty 13629.689575 = -18021161.777682
  nChanged 77
		SP:Iteration 24Q (47231.300000 sec): 3 clusters
  Score: Raw -18034840.722495 + Penalty 13629.689575 = -18021211.032920
  nChanged 54
		SP:Iteration 25Q (47231.670000 sec): 3 clusters
  Score: Raw -18034881.201534 + Penalty 13629.689575 = -18021251.511958
  nChanged 57
		SP:Iteration 26Q (47232.040000 sec): 3 clusters
  Score: Raw -18034920.626077 + Penalty 13629.689575 = -18021290.936501
  nChanged 44
		SP:Iteration 27Q (47232.400000 sec): 3 clusters
  Score: Raw -18034954.718214 + Penalty 13629.689575 = -18021325.028639
  nChanged 34
		SP:Iteration 28Q (47232.750000 sec): 3 clusters
  Score: Raw -18034982.304901 + Penalty 13629.689575 = -18021352.615325
  nChanged 37
		SP:Iteration 29Q (47233.110000 sec): 3 clusters
  Score: Raw -18035006.518281 + Penalty 13629.689575 = -18021376.828706
  nChanged 25
		SP:Iteration 30Q (47233.460000 sec): 3 clusters
  Score: Raw -18035026.269416 + Penalty 13629.689575 = -18021396.579841
  nChanged 22
		SP:Iteration 31Q (47233.810000 sec): 3 clusters
  Score: Raw -18035041.614971 + Penalty 13629.689575 = -18021411.925396
  nChanged 21
		SP:Iteration 32Q (47234.160000 sec): 3 clusters
  Score: Raw -18035055.133300 + Penalty 13629.689575 = -18021425.443724
  nChanged 11
		SP:Iteration 33Q (47234.520000 sec): 3 clusters
  Score: Raw -18035061.881543 + Penalty 13629.689575 = -18021432.191968
  nChanged 7
		SP:Iteration 34Q (47234.860000 sec): 3 clusters
  Score: Raw -18035065.918701 + Penalty 13629.689575 = -18021436.229125
  nChanged 3
		SP:Iteration 35Q (47235.210000 sec): 3 clusters
  Score: Raw -18035067.436835 + Penalty 13629.689575 = -18021437.747260
  nChanged 5
		SP:Iteration 36Q (47235.560000 sec): 3 clusters
  Score: Raw -18035071.859125 + Penalty 13629.689575 = -18021442.169549
  nChanged 4
		SP:Iteration 37Q (47235.910000 sec): 3 clusters
  Score: Raw -18035074.621830 + Penalty 13629.689575 = -18021444.932254
  nChanged 4
		SP:Iteration 38Q (47236.260000 sec): 3 clusters
  Score: Raw -18035077.959933 + Penalty 13629.689575 = -18021448.270358
  nChanged 3
		SP:Iteration 39Q (47236.610000 sec): 3 clusters
  Score: Raw -18035079.141582 + Penalty 13629.689575 = -18021449.452007
  nChanged 2
		SP:Iteration 40F (47237.100000 sec): 3 clusters
  Score: Raw -18035080.212431 + Penalty 13629.689575 = -18021450.522856
  nChanged 2
		SP:Iteration 41Q (47237.460000 sec): 3 clusters
  Score: Raw -18035080.767994 + Penalty 13629.689575 = -18021451.078419
  nChanged 2
		SP:Iteration 42Q (47237.810000 sec): 3 clusters
  Score: Raw -18035081.596708 + Penalty 13629.689575 = -18021451.907132
  nChanged 0
		SP:Iteration 43F (47238.300000 sec): 3 clusters
  Score: Raw -18035081.596708 + Penalty 13629.689575 = -18021451.907132
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47238.350000 sec): 2 clusters
  Score: Raw -132155.157437 + Penalty 3882.388873 = -128272.768564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47238.350000 sec): 3 clusters
  Score: Raw -132808.717299 + Penalty 7764.777746 = -125043.939553
  nChanged 93
		SP:Iteration 1F (47238.360000 sec): 3 clusters
  Score: Raw -133117.521778 + Penalty 7764.777746 = -125352.744032
  nChanged 30
		SP:Iteration 2F (47238.360000 sec): 3 clusters
  Score: Raw -133267.573995 + Penalty 7764.777746 = -125502.796249
  nChanged 25
		SP:Iteration 3Q (47238.360000 sec): 3 clusters
  Score: Raw -133380.962833 + Penalty 7764.777746 = -125616.185087
  nChanged 15
		SP:Iteration 4Q (47238.370000 sec): 3 clusters
  Score: Raw -133481.971910 + Penalty 7764.777746 = -125717.194165
  nChanged 18
		SP:Iteration 5Q (47238.370000 sec): 3 clusters
  Score: Raw -133581.310907 + Penalty 7764.777746 = -125816.533161
  nChanged 13
		SP:Iteration 6Q (47238.380000 sec): 3 clusters
  Score: Raw -133654.937129 + Penalty 7764.777746 = -125890.159383
  nChanged 11
		SP:Iteration 7Q (47238.380000 sec): 3 clusters
  Score: Raw -133737.736281 + Penalty 7764.777746 = -125972.958535
  nChanged 11
		SP:Iteration 8Q (47238.380000 sec): 3 clusters
  Score: Raw -133825.301505 + Penalty 7764.777746 = -126060.523759
  nChanged 6
		SP:Iteration 9Q (47238.380000 sec): 3 clusters
  Score: Raw -133902.173270 + Penalty 7764.777746 = -126137.395524
  nChanged 1
		SP:Iteration 10Q (47238.390000 sec): 3 clusters
  Score: Raw -133908.324799 + Penalty 7764.777746 = -126143.547053
  nChanged 2
		SP:Iteration 11Q (47238.390000 sec): 3 clusters
  Score: Raw -133927.754728 + Penalty 7764.777746 = -126162.976983
  nChanged 2
		SP:Iteration 12Q (47238.400000 sec): 3 clusters
  Score: Raw -133943.652637 + Penalty 7764.777746 = -126178.874891
  nChanged 1
		SP:Iteration 13Q (47238.400000 sec): 3 clusters
  Score: Raw -133954.432013 + Penalty 7764.777746 = -126189.654267
  nChanged 2
		SP:Iteration 14Q (47238.400000 sec): 3 clusters
  Score: Raw -133978.798559 + Penalty 7764.777746 = -126214.020813
  nChanged 1
		SP:Iteration 15Q (47238.400000 sec): 3 clusters
  Score: Raw -133982.399106 + Penalty 7764.777746 = -126217.621360
  nChanged 0
		SP:Iteration 16F (47238.410000 sec): 3 clusters
  Score: Raw -133982.399106 + Penalty 7764.777746 = -126217.621360
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47238.480000 sec): 2 clusters
  Score: Raw -2456424.705432 + Penalty 5615.755518 = -2450808.949914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47238.540000 sec): 3 clusters
  Score: Raw -2452055.228572 + Penalty 11231.511036 = -2440823.717536
  nChanged 3581
		SP:Iteration 1F (47238.620000 sec): 3 clusters
  Score: Raw -2454337.164490 + Penalty 11231.511036 = -2443105.653454
  nChanged 796
		SP:Iteration 2F (47238.680000 sec): 3 clusters
  Score: Raw -2454969.991209 + Penalty 11231.511036 = -2443738.480173
  nChanged 553
		SP:Iteration 3F (47238.760000 sec): 3 clusters
  Score: Raw -2455430.661697 + Penalty 11231.511036 = -2444199.150661
  nChanged 457
		SP:Iteration 4Q (47238.820000 sec): 3 clusters
  Score: Raw -2455801.630747 + Penalty 11231.511036 = -2444570.119711
  nChanged 380
		SP:Iteration 5Q (47238.890000 sec): 3 clusters
  Score: Raw -2456101.574195 + Penalty 11231.511036 = -2444870.063158
  nChanged 354
		SP:Iteration 6Q (47238.960000 sec): 3 clusters
  Score: Raw -2456386.450958 + Penalty 11231.511036 = -2445154.939921
  nChanged 314
		SP:Iteration 7Q (47239.030000 sec): 3 clusters
  Score: Raw -2456611.256659 + Penalty 11231.511036 = -2445379.745623
  nChanged 258
		SP:Iteration 8Q (47239.100000 sec): 3 clusters
  Score: Raw -2456792.967980 + Penalty 11231.511036 = -2445561.456944
  nChanged 260
		SP:Iteration 9Q (47239.160000 sec): 3 clusters
  Score: Raw -2456967.090646 + Penalty 11231.511036 = -2445735.579610
  nChanged 215
		SP:Iteration 10Q (47239.230000 sec): 3 clusters
  Score: Raw -2457116.104207 + Penalty 11231.511036 = -2445884.593171
  nChanged 207
		SP:Iteration 11Q (47239.300000 sec): 3 clusters
  Score: Raw -2457247.143688 + Penalty 11231.511036 = -2446015.632652
  nChanged 197
		SP:Iteration 12Q (47239.360000 sec): 3 clusters
  Score: Raw -2457368.575097 + Penalty 11231.511036 = -2446137.064061
  nChanged 170
		SP:Iteration 13Q (47239.430000 sec): 3 clusters
  Score: Raw -2457479.647852 + Penalty 11231.511036 = -2446248.136816
  nChanged 155
		SP:Iteration 14Q (47239.500000 sec): 3 clusters
  Score: Raw -2457567.341564 + Penalty 11231.511036 = -2446335.830528
  nChanged 134
		SP:Iteration 15Q (47239.570000 sec): 3 clusters
  Score: Raw -2457643.193375 + Penalty 11231.511036 = -2446411.682339
  nChanged 118
		SP:Iteration 16Q (47239.630000 sec): 3 clusters
  Score: Raw -2457711.797889 + Penalty 11231.511036 = -2446480.286853
  nChanged 100
		SP:Iteration 17Q (47239.700000 sec): 3 clusters
  Score: Raw -2457775.264455 + Penalty 11231.511036 = -2446543.753419
  nChanged 110
		SP:Iteration 18Q (47239.760000 sec): 3 clusters
  Score: Raw -2457836.486437 + Penalty 11231.511036 = -2446604.975401
  nChanged 106
		SP:Iteration 19Q (47239.830000 sec): 3 clusters
  Score: Raw -2457894.845808 + Penalty 11231.511036 = -2446663.334772
  nChanged 92
		SP:Iteration 20F (47239.900000 sec): 3 clusters
  Score: Raw -2457943.080516 + Penalty 11231.511036 = -2446711.569480
  nChanged 101
		SP:Iteration 21Q (47239.960000 sec): 3 clusters
  Score: Raw -2457998.544943 + Penalty 11231.511036 = -2446767.033906
  nChanged 108
		SP:Iteration 22Q (47240.030000 sec): 3 clusters
  Score: Raw -2458067.571748 + Penalty 11231.511036 = -2446836.060712
  nChanged 106
		SP:Iteration 23Q (47240.100000 sec): 3 clusters
  Score: Raw -2458136.848089 + Penalty 11231.511036 = -2446905.337053
  nChanged 120
		SP:Iteration 24Q (47240.160000 sec): 3 clusters
  Score: Raw -2458226.227811 + Penalty 11231.511036 = -2446994.716775
  nChanged 118
		SP:Iteration 25Q (47240.220000 sec): 3 clusters
  Score: Raw -2458298.290619 + Penalty 11231.511036 = -2447066.779583
  nChanged 111
		SP:Iteration 26Q (47240.290000 sec): 3 clusters
  Score: Raw -2458365.442771 + Penalty 11231.511036 = -2447133.931735
  nChanged 105
		SP:Iteration 27Q (47240.350000 sec): 3 clusters
  Score: Raw -2458426.255623 + Penalty 11231.511036 = -2447194.744587
  nChanged 103
		SP:Iteration 28Q (47240.420000 sec): 3 clusters
  Score: Raw -2458485.453310 + Penalty 11231.511036 = -2447253.942274
  nChanged 86
		SP:Iteration 29Q (47240.480000 sec): 3 clusters
  Score: Raw -2458526.605071 + Penalty 11231.511036 = -2447295.094035
  nChanged 60
		SP:Iteration 30Q (47240.540000 sec): 3 clusters
  Score: Raw -2458554.780578 + Penalty 11231.511036 = -2447323.269542
  nChanged 54
		SP:Iteration 31Q (47240.610000 sec): 3 clusters
  Score: Raw -2458581.017947 + Penalty 11231.511036 = -2447349.506910
  nChanged 55
		SP:Iteration 32Q (47240.670000 sec): 3 clusters
  Score: Raw -2458605.276195 + Penalty 11231.511036 = -2447373.765159
  nChanged 44
		SP:Iteration 33Q (47240.740000 sec): 3 clusters
  Score: Raw -2458622.702546 + Penalty 11231.511036 = -2447391.191510
  nChanged 43
		SP:Iteration 34Q (47240.800000 sec): 3 clusters
  Score: Raw -2458639.796195 + Penalty 11231.511036 = -2447408.285158
  nChanged 34
		SP:Iteration 35Q (47240.860000 sec): 3 clusters
  Score: Raw -2458651.328046 + Penalty 11231.511036 = -2447419.817010
  nChanged 16
		SP:Iteration 36Q (47240.930000 sec): 3 clusters
  Score: Raw -2458656.298219 + Penalty 11231.511036 = -2447424.787182
  nChanged 12
		SP:Iteration 37Q (47240.990000 sec): 3 clusters
  Score: Raw -2458660.414640 + Penalty 11231.511036 = -2447428.903604
  nChanged 8
		SP:Iteration 38Q (47241.060000 sec): 3 clusters
  Score: Raw -2458663.534033 + Penalty 11231.511036 = -2447432.022997
  nChanged 13
		SP:Iteration 39Q (47241.120000 sec): 3 clusters
  Score: Raw -2458666.832359 + Penalty 11231.511036 = -2447435.321323
  nChanged 8
		SP:Iteration 40F (47241.190000 sec): 3 clusters
  Score: Raw -2458668.995733 + Penalty 11231.511036 = -2447437.484697
  nChanged 8
		SP:Iteration 41Q (47241.250000 sec): 3 clusters
  Score: Raw -2458671.246973 + Penalty 11231.511036 = -2447439.735937
  nChanged 2
		SP:Iteration 42Q (47241.310000 sec): 3 clusters
  Score: Raw -2458671.833936 + Penalty 11231.511036 = -2447440.322900
  nChanged 1
		SP:Iteration 43Q (47241.380000 sec): 3 clusters
  Score: Raw -2458672.078708 + Penalty 11231.511036 = -2447440.567672
  nChanged 1
		SP:Iteration 44Q (47241.440000 sec): 3 clusters
  Score: Raw -2458672.359084 + Penalty 11231.511036 = -2447440.848048
  nChanged 1
		SP:Iteration 45Q (47241.500000 sec): 3 clusters
  Score: Raw -2458672.546750 + Penalty 11231.511036 = -2447441.035714
  nChanged 0
		SP:Iteration 46F (47241.580000 sec): 3 clusters
  Score: Raw -2458672.546750 + Penalty 11231.511036 = -2447441.035714
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47241.670000 sec): 2 clusters
  Score: Raw -3759529.829581 + Penalty 5876.013668 = -3753653.815913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47241.780000 sec): 3 clusters
  Score: Raw -3752331.781562 + Penalty 11752.027336 = -3740579.754226
  nChanged 5731
		SP:Iteration 1F (47241.880000 sec): 3 clusters
  Score: Raw -3755806.765971 + Penalty 11752.027336 = -3744054.738636
  nChanged 1207
		SP:Iteration 2F (47241.990000 sec): 3 clusters
  Score: Raw -3756943.733467 + Penalty 11752.027336 = -3745191.706132
  nChanged 1093
		SP:Iteration 3F (47242.090000 sec): 3 clusters
  Score: Raw -3758020.995422 + Penalty 11752.027336 = -3746268.968086
  nChanged 1035
		SP:Iteration 4F (47242.200000 sec): 3 clusters
  Score: Raw -3759165.992615 + Penalty 11752.027336 = -3747413.965279
  nChanged 1003
		SP:Iteration 5F (47242.300000 sec): 3 clusters
  Score: Raw -3760250.699504 + Penalty 11752.027336 = -3748498.672169
  nChanged 883
		SP:Iteration 6F (47242.410000 sec): 3 clusters
  Score: Raw -3761033.107666 + Penalty 11752.027336 = -3749281.080331
  nChanged 693
		SP:Iteration 7Q (47242.520000 sec): 3 clusters
  Score: Raw -3761550.474896 + Penalty 11752.027336 = -3749798.447560
  nChanged 537
		SP:Iteration 8Q (47242.620000 sec): 3 clusters
  Score: Raw -3761890.432253 + Penalty 11752.027336 = -3750138.404917
  nChanged 412
		SP:Iteration 9Q (47242.720000 sec): 3 clusters
  Score: Raw -3762127.396759 + Penalty 11752.027336 = -3750375.369424
  nChanged 281
		SP:Iteration 10Q (47242.820000 sec): 3 clusters
  Score: Raw -3762282.953342 + Penalty 11752.027336 = -3750530.926007
  nChanged 226
		SP:Iteration 11Q (47242.920000 sec): 3 clusters
  Score: Raw -3762398.550937 + Penalty 11752.027336 = -3750646.523602
  nChanged 178
		SP:Iteration 12Q (47243.020000 sec): 3 clusters
  Score: Raw -3762472.530463 + Penalty 11752.027336 = -3750720.503127
  nChanged 139
		SP:Iteration 13Q (47243.120000 sec): 3 clusters
  Score: Raw -3762521.446922 + Penalty 11752.027336 = -3750769.419587
  nChanged 98
		SP:Iteration 14Q (47243.220000 sec): 3 clusters
  Score: Raw -3762553.153906 + Penalty 11752.027336 = -3750801.126571
  nChanged 87
		SP:Iteration 15Q (47243.320000 sec): 3 clusters
  Score: Raw -3762578.758458 + Penalty 11752.027336 = -3750826.731123
  nChanged 77
		SP:Iteration 16Q (47243.420000 sec): 3 clusters
  Score: Raw -3762601.717142 + Penalty 11752.027336 = -3750849.689807
  nChanged 63
		SP:Iteration 17Q (47243.520000 sec): 3 clusters
  Score: Raw -3762620.043047 + Penalty 11752.027336 = -3750868.015712
  nChanged 47
		SP:Iteration 18Q (47243.620000 sec): 3 clusters
  Score: Raw -3762633.551354 + Penalty 11752.027336 = -3750881.524019
  nChanged 39
		SP:Iteration 19Q (47243.720000 sec): 3 clusters
  Score: Raw -3762644.626914 + Penalty 11752.027336 = -3750892.599579
  nChanged 35
		SP:Iteration 20F (47243.820000 sec): 3 clusters
  Score: Raw -3762652.686907 + Penalty 11752.027336 = -3750900.659572
  nChanged 28
		SP:Iteration 21Q (47243.920000 sec): 3 clusters
  Score: Raw -3762659.734249 + Penalty 11752.027336 = -3750907.706913
  nChanged 20
		SP:Iteration 22Q (47244.020000 sec): 3 clusters
  Score: Raw -3762664.395830 + Penalty 11752.027336 = -3750912.368495
  nChanged 17
		SP:Iteration 23Q (47244.120000 sec): 3 clusters
  Score: Raw -3762668.894332 + Penalty 11752.027336 = -3750916.866997
  nChanged 10
		SP:Iteration 24Q (47244.220000 sec): 3 clusters
  Score: Raw -3762671.461421 + Penalty 11752.027336 = -3750919.434085
  nChanged 9
		SP:Iteration 25Q (47244.320000 sec): 3 clusters
  Score: Raw -3762673.353075 + Penalty 11752.027336 = -3750921.325740
  nChanged 12
		SP:Iteration 26Q (47244.420000 sec): 3 clusters
  Score: Raw -3762675.653047 + Penalty 11752.027336 = -3750923.625712
  nChanged 7
		SP:Iteration 27Q (47244.520000 sec): 3 clusters
  Score: Raw -3762677.508065 + Penalty 11752.027336 = -3750925.480730
  nChanged 11
		SP:Iteration 28Q (47244.620000 sec): 3 clusters
  Score: Raw -3762679.996029 + Penalty 11752.027336 = -3750927.968694
  nChanged 7
		SP:Iteration 29Q (47244.720000 sec): 3 clusters
  Score: Raw -3762681.606453 + Penalty 11752.027336 = -3750929.579118
  nChanged 5
		SP:Iteration 30Q (47244.820000 sec): 3 clusters
  Score: Raw -3762682.568696 + Penalty 11752.027336 = -3750930.541360
  nChanged 6
		SP:Iteration 31Q (47244.920000 sec): 3 clusters
  Score: Raw -3762683.829258 + Penalty 11752.027336 = -3750931.801922
  nChanged 3
		SP:Iteration 32Q (47245.020000 sec): 3 clusters
  Score: Raw -3762684.624825 + Penalty 11752.027336 = -3750932.597490
  nChanged 6
		SP:Iteration 33Q (47245.120000 sec): 3 clusters
  Score: Raw -3762686.337771 + Penalty 11752.027336 = -3750934.310435
  nChanged 1
		SP:Iteration 34Q (47245.220000 sec): 3 clusters
  Score: Raw -3762686.604667 + Penalty 11752.027336 = -3750934.577331
  nChanged 1
		SP:Iteration 35Q (47245.320000 sec): 3 clusters
  Score: Raw -3762686.861865 + Penalty 11752.027336 = -3750934.834529
  nChanged 1
		SP:Iteration 36Q (47245.420000 sec): 3 clusters
  Score: Raw -3762687.002694 + Penalty 11752.027336 = -3750934.975358
  nChanged 0
		SP:Iteration 37F (47245.530000 sec): 3 clusters
  Score: Raw -3762687.002694 + Penalty 11752.027336 = -3750934.975358
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47245.920000 sec): 2 clusters
  Score: Raw -16609505.176832 + Penalty 6760.556908 = -16602744.619924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47246.380000 sec): 3 clusters
  Score: Raw -16572673.807594 + Penalty 13521.113817 = -16559152.693777
  nChanged 27733
		SP:Iteration 1F (47246.830000 sec): 3 clusters
  Score: Raw -16587728.286352 + Penalty 13521.113817 = -16574207.172535
  nChanged 3171
		SP:Iteration 2F (47247.280000 sec): 3 clusters
  Score: Raw -16588976.149546 + Penalty 13521.113817 = -16575455.035729
  nChanged 3002
		SP:Iteration 3Q (47247.740000 sec): 3 clusters
  Score: Raw -16590319.543966 + Penalty 13521.113817 = -16576798.430150
  nChanged 3103
		SP:Iteration 4Q (47248.190000 sec): 3 clusters
  Score: Raw -16591909.881111 + Penalty 13521.113817 = -16578388.767294
  nChanged 3385
		SP:Iteration 5F (47248.640000 sec): 3 clusters
  Score: Raw -16593925.765863 + Penalty 13521.113817 = -16580404.652046
  nChanged 3709
		SP:Iteration 6F (47249.080000 sec): 3 clusters
  Score: Raw -16596121.375631 + Penalty 13521.113817 = -16582600.261815
  nChanged 3680
		SP:Iteration 7F (47249.540000 sec): 3 clusters
  Score: Raw -16598141.534946 + Penalty 13521.113817 = -16584620.421129
  nChanged 3347
		SP:Iteration 8F (47249.980000 sec): 3 clusters
  Score: Raw -16599720.658532 + Penalty 13521.113817 = -16586199.544716
  nChanged 2787
		SP:Iteration 9Q (47250.430000 sec): 3 clusters
  Score: Raw -16600865.895267 + Penalty 13521.113817 = -16587344.781450
  nChanged 2205
		SP:Iteration 10Q (47250.880000 sec): 3 clusters
  Score: Raw -16601590.586803 + Penalty 13521.113817 = -16588069.472986
  nChanged 1729
		SP:Iteration 11Q (47251.330000 sec): 3 clusters
  Score: Raw -16602058.779151 + Penalty 13521.113817 = -16588537.665334
  nChanged 1323
		SP:Iteration 12Q (47251.780000 sec): 3 clusters
  Score: Raw -16602356.611404 + Penalty 13521.113817 = -16588835.497587
  nChanged 1019
		SP:Iteration 13Q (47252.220000 sec): 3 clusters
  Score: Raw -16602550.694722 + Penalty 13521.113817 = -16589029.580905
  nChanged 797
		SP:Iteration 14Q (47252.670000 sec): 3 clusters
  Score: Raw -16602689.632847 + Penalty 13521.113817 = -16589168.519030
  nChanged 641
		SP:Iteration 15Q (47253.110000 sec): 3 clusters
  Score: Raw -16602783.643876 + Penalty 13521.113817 = -16589262.530059
  nChanged 515
		SP:Iteration 16Q (47253.570000 sec): 3 clusters
  Score: Raw -16602850.198871 + Penalty 13521.113817 = -16589329.085055
  nChanged 423
		SP:Iteration 17Q (47254.040000 sec): 3 clusters
  Score: Raw -16602896.599471 + Penalty 13521.113817 = -16589375.485654
  nChanged 308
		SP:Iteration 18Q (47254.490000 sec): 3 clusters
  Score: Raw -16602930.155047 + Penalty 13521.113817 = -16589409.041230
  nChanged 275
		SP:Iteration 19Q (47254.950000 sec): 3 clusters
  Score: Raw -16602958.679219 + Penalty 13521.113817 = -16589437.565402
  nChanged 251
		SP:Iteration 20F (47255.410000 sec): 3 clusters
  Score: Raw -16602984.319831 + Penalty 13521.113817 = -16589463.206014
  nChanged 253
		SP:Iteration 21Q (47255.850000 sec): 3 clusters
  Score: Raw -16603010.819451 + Penalty 13521.113817 = -16589489.705634
  nChanged 216
		SP:Iteration 22Q (47256.320000 sec): 3 clusters
  Score: Raw -16603032.845861 + Penalty 13521.113817 = -16589511.732044
  nChanged 219
		SP:Iteration 23Q (47256.780000 sec): 3 clusters
  Score: Raw -16603055.916143 + Penalty 13521.113817 = -16589534.802326
  nChanged 232
		SP:Iteration 24Q (47257.240000 sec): 3 clusters
  Score: Raw -16603081.626510 + Penalty 13521.113817 = -16589560.512693
  nChanged 248
		SP:Iteration 25Q (47257.680000 sec): 3 clusters
  Score: Raw -16603109.705818 + Penalty 13521.113817 = -16589588.592001
  nChanged 256
		SP:Iteration 26Q (47258.120000 sec): 3 clusters
  Score: Raw -16603139.597574 + Penalty 13521.113817 = -16589618.483757
  nChanged 249
		SP:Iteration 27Q (47258.570000 sec): 3 clusters
  Score: Raw -16603169.035413 + Penalty 13521.113817 = -16589647.921597
  nChanged 270
		SP:Iteration 28Q (47259.020000 sec): 3 clusters
  Score: Raw -16603200.244347 + Penalty 13521.113817 = -16589679.130531
  nChanged 262
		SP:Iteration 29Q (47259.470000 sec): 3 clusters
  Score: Raw -16603229.206685 + Penalty 13521.113817 = -16589708.092868
  nChanged 254
		SP:Iteration 30Q (47259.910000 sec): 3 clusters
  Score: Raw -16603261.439363 + Penalty 13521.113817 = -16589740.325546
  nChanged 277
		SP:Iteration 31Q (47260.360000 sec): 3 clusters
  Score: Raw -16603299.339855 + Penalty 13521.113817 = -16589778.226038
  nChanged 332
		SP:Iteration 32Q (47260.810000 sec): 3 clusters
  Score: Raw -16603344.908856 + Penalty 13521.113817 = -16589823.795039
  nChanged 361
		SP:Iteration 33Q (47261.250000 sec): 3 clusters
  Score: Raw -16603399.598426 + Penalty 13521.113817 = -16589878.484609
  nChanged 438
		SP:Iteration 34Q (47261.700000 sec): 3 clusters
  Score: Raw -16603469.994883 + Penalty 13521.113817 = -16589948.881066
  nChanged 455
		SP:Iteration 35Q (47262.150000 sec): 3 clusters
  Score: Raw -16603545.799489 + Penalty 13521.113817 = -16590024.685672
  nChanged 493
		SP:Iteration 36Q (47262.600000 sec): 3 clusters
  Score: Raw -16603637.213821 + Penalty 13521.113817 = -16590116.100004
  nChanged 567
		SP:Iteration 37Q (47263.050000 sec): 3 clusters
  Score: Raw -16603757.914259 + Penalty 13521.113817 = -16590236.800442
  nChanged 654
		SP:Iteration 38Q (47263.500000 sec): 3 clusters
  Score: Raw -16603910.618363 + Penalty 13521.113817 = -16590389.504546
  nChanged 743
		SP:Iteration 39Q (47263.950000 sec): 3 clusters
  Score: Raw -16604106.798716 + Penalty 13521.113817 = -16590585.684899
  nChanged 839
		SP:Iteration 40F (47264.400000 sec): 3 clusters
  Score: Raw -16604369.026838 + Penalty 13521.113817 = -16590847.913022
  nChanged 975
		SP:Iteration 41Q (47264.850000 sec): 3 clusters
  Score: Raw -16604691.996074 + Penalty 13521.113817 = -16591170.882257
  nChanged 1044
		SP:Iteration 42Q (47265.300000 sec): 3 clusters
  Score: Raw -16605086.194010 + Penalty 13521.113817 = -16591565.080193
  nChanged 1156
		SP:Iteration 43Q (47265.750000 sec): 3 clusters
  Score: Raw -16605576.186234 + Penalty 13521.113817 = -16592055.072417
  nChanged 1222
		SP:Iteration 44Q (47266.200000 sec): 3 clusters
  Score: Raw -16606172.233384 + Penalty 13521.113817 = -16592651.119567
  nChanged 1287
		SP:Iteration 45Q (47266.650000 sec): 3 clusters
  Score: Raw -16606820.144457 + Penalty 13521.113817 = -16593299.030641
  nChanged 1209
		SP:Iteration 46Q (47267.100000 sec): 3 clusters
  Score: Raw -16607484.172421 + Penalty 13521.113817 = -16593963.058604
  nChanged 1190
		SP:Iteration 47Q (47267.530000 sec): 3 clusters
  Score: Raw -16608165.881291 + Penalty 13521.113817 = -16594644.767474
  nChanged 1075
		SP:Iteration 48Q (47267.960000 sec): 3 clusters
  Score: Raw -16608747.024882 + Penalty 13521.113817 = -16595225.911065
  nChanged 921
		SP:Iteration 49Q (47268.380000 sec): 3 clusters
  Score: Raw -16609172.269296 + Penalty 13521.113817 = -16595651.155480
  nChanged 766
		SP:Iteration 50Q (47268.790000 sec): 3 clusters
  Score: Raw -16609475.601362 + Penalty 13521.113817 = -16595954.487546
  nChanged 628
		SP:Iteration 51Q (47269.190000 sec): 3 clusters
  Score: Raw -16609709.201846 + Penalty 13521.113817 = -16596188.088030
  nChanged 507
		SP:Iteration 52Q (47269.590000 sec): 3 clusters
  Score: Raw -16609867.971068 + Penalty 13521.113817 = -16596346.857252
  nChanged 425
		SP:Iteration 53Q (47269.990000 sec): 3 clusters
  Score: Raw -16609986.783711 + Penalty 13521.113817 = -16596465.669894
  nChanged 350
		SP:Iteration 54Q (47270.390000 sec): 3 clusters
  Score: Raw -16610076.064971 + Penalty 13521.113817 = -16596554.951154
  nChanged 289
		SP:Iteration 55Q (47270.780000 sec): 3 clusters
  Score: Raw -16610140.779468 + Penalty 13521.113817 = -16596619.665651
  nChanged 232
		SP:Iteration 56Q (47271.170000 sec): 3 clusters
  Score: Raw -16610189.641104 + Penalty 13521.113817 = -16596668.527288
  nChanged 192
		SP:Iteration 57Q (47271.550000 sec): 3 clusters
  Score: Raw -16610228.426634 + Penalty 13521.113817 = -16596707.312817
  nChanged 174
		SP:Iteration 58Q (47271.930000 sec): 3 clusters
  Score: Raw -16610262.370095 + Penalty 13521.113817 = -16596741.256278
  nChanged 169
		SP:Iteration 59Q (47272.310000 sec): 3 clusters
  Score: Raw -16610297.791800 + Penalty 13521.113817 = -16596776.677983
  nChanged 152
		SP:Iteration 60F (47272.760000 sec): 3 clusters
  Score: Raw -16610329.789287 + Penalty 13521.113817 = -16596808.675470
  nChanged 147
		SP:Iteration 61Q (47273.150000 sec): 3 clusters
  Score: Raw -16610359.076125 + Penalty 13521.113817 = -16596837.962308
  nChanged 148
		SP:Iteration 62Q (47273.530000 sec): 3 clusters
  Score: Raw -16610387.246300 + Penalty 13521.113817 = -16596866.132483
  nChanged 138
		SP:Iteration 63Q (47273.910000 sec): 3 clusters
  Score: Raw -16610413.414044 + Penalty 13521.113817 = -16596892.300228
  nChanged 127
		SP:Iteration 64Q (47274.290000 sec): 3 clusters
  Score: Raw -16610435.564734 + Penalty 13521.113817 = -16596914.450917
  nChanged 123
		SP:Iteration 65Q (47274.660000 sec): 3 clusters
  Score: Raw -16610457.315426 + Penalty 13521.113817 = -16596936.201609
  nChanged 114
		SP:Iteration 66Q (47275.040000 sec): 3 clusters
  Score: Raw -16610474.485998 + Penalty 13521.113817 = -16596953.372181
  nChanged 86
		SP:Iteration 67Q (47275.420000 sec): 3 clusters
  Score: Raw -16610490.216470 + Penalty 13521.113817 = -16596969.102653
  nChanged 92
		SP:Iteration 68Q (47275.800000 sec): 3 clusters
  Score: Raw -16610507.098428 + Penalty 13521.113817 = -16596985.984611
  nChanged 96
		SP:Iteration 69Q (47276.180000 sec): 3 clusters
  Score: Raw -16610524.205933 + Penalty 13521.113817 = -16597003.092116
  nChanged 92
		SP:Iteration 70Q (47276.560000 sec): 3 clusters
  Score: Raw -16610538.520939 + Penalty 13521.113817 = -16597017.407122
  nChanged 86
		SP:Iteration 71Q (47276.940000 sec): 3 clusters
  Score: Raw -16610552.120687 + Penalty 13521.113817 = -16597031.006870
  nChanged 72
		SP:Iteration 72Q (47277.310000 sec): 3 clusters
  Score: Raw -16610562.528526 + Penalty 13521.113817 = -16597041.414709
  nChanged 62
		SP:Iteration 73Q (47277.690000 sec): 3 clusters
  Score: Raw -16610572.545041 + Penalty 13521.113817 = -16597051.431225
  nChanged 70
		SP:Iteration 74Q (47278.060000 sec): 3 clusters
  Score: Raw -16610584.532219 + Penalty 13521.113817 = -16597063.418402
  nChanged 60
		SP:Iteration 75Q (47278.440000 sec): 3 clusters
  Score: Raw -16610594.803368 + Penalty 13521.113817 = -16597073.689552
  nChanged 54
		SP:Iteration 76Q (47278.810000 sec): 3 clusters
  Score: Raw -16610603.248983 + Penalty 13521.113817 = -16597082.135166
  nChanged 64
		SP:Iteration 77Q (47279.180000 sec): 3 clusters
  Score: Raw -16610614.160900 + Penalty 13521.113817 = -16597093.047083
  nChanged 67
		SP:Iteration 78Q (47279.550000 sec): 3 clusters
  Score: Raw -16610625.464253 + Penalty 13521.113817 = -16597104.350436
  nChanged 59
		SP:Iteration 79Q (47279.920000 sec): 3 clusters
  Score: Raw -16610634.600358 + Penalty 13521.113817 = -16597113.486541
  nChanged 55
		SP:Iteration 80F (47280.370000 sec): 3 clusters
  Score: Raw -16610642.802459 + Penalty 13521.113817 = -16597121.688642
  nChanged 41
		SP:Iteration 81Q (47280.740000 sec): 3 clusters
  Score: Raw -16610648.333754 + Penalty 13521.113817 = -16597127.219937
  nChanged 40
		SP:Iteration 82Q (47281.110000 sec): 3 clusters
  Score: Raw -16610653.936407 + Penalty 13521.113817 = -16597132.822591
  nChanged 48
		SP:Iteration 83Q (47281.480000 sec): 3 clusters
  Score: Raw -16610661.465794 + Penalty 13521.113817 = -16597140.351977
  nChanged 56
		SP:Iteration 84Q (47281.850000 sec): 3 clusters
  Score: Raw -16610670.951959 + Penalty 13521.113817 = -16597149.838143
  nChanged 61
		SP:Iteration 85Q (47282.220000 sec): 3 clusters
  Score: Raw -16610682.152121 + Penalty 13521.113817 = -16597161.038304
  nChanged 58
		SP:Iteration 86Q (47282.600000 sec): 3 clusters
  Score: Raw -16610691.530134 + Penalty 13521.113817 = -16597170.416318
  nChanged 49
		SP:Iteration 87Q (47282.970000 sec): 3 clusters
  Score: Raw -16610699.684876 + Penalty 13521.113817 = -16597178.571059
  nChanged 71
		SP:Iteration 88Q (47283.340000 sec): 3 clusters
  Score: Raw -16610711.590604 + Penalty 13521.113817 = -16597190.476787
  nChanged 62
		SP:Iteration 89Q (47283.730000 sec): 3 clusters
  Score: Raw -16610721.614163 + Penalty 13521.113817 = -16597200.500347
  nChanged 59
		SP:Iteration 90Q (47284.120000 sec): 3 clusters
  Score: Raw -16610730.245886 + Penalty 13521.113817 = -16597209.132069
  nChanged 51
		SP:Iteration 91Q (47284.480000 sec): 3 clusters
  Score: Raw -16610738.253680 + Penalty 13521.113817 = -16597217.139863
  nChanged 66
		SP:Iteration 92Q (47284.850000 sec): 3 clusters
  Score: Raw -16610747.489597 + Penalty 13521.113817 = -16597226.375780
  nChanged 56
		SP:Iteration 93Q (47285.220000 sec): 3 clusters
  Score: Raw -16610756.151656 + Penalty 13521.113817 = -16597235.037839
  nChanged 52
		SP:Iteration 94Q (47285.590000 sec): 3 clusters
  Score: Raw -16610764.465103 + Penalty 13521.113817 = -16597243.351286
  nChanged 49
		SP:Iteration 95Q (47285.950000 sec): 3 clusters
  Score: Raw -16610772.534256 + Penalty 13521.113817 = -16597251.420440
  nChanged 49
		SP:Iteration 96Q (47286.320000 sec): 3 clusters
  Score: Raw -16610780.071787 + Penalty 13521.113817 = -16597258.957970
  nChanged 37
		SP:Iteration 97Q (47286.690000 sec): 3 clusters
  Score: Raw -16610785.238956 + Penalty 13521.113817 = -16597264.125139
  nChanged 28
		SP:Iteration 98Q (47287.060000 sec): 3 clusters
  Score: Raw -16610788.809313 + Penalty 13521.113817 = -16597267.695496
  nChanged 27
		SP:Iteration 99Q (47287.430000 sec): 3 clusters
  Score: Raw -16610793.183199 + Penalty 13521.113817 = -16597272.069382
  nChanged 34
		SP:Iteration 100F (47287.880000 sec): 3 clusters
  Score: Raw -16610798.103507 + Penalty 13521.113817 = -16597276.989690
  nChanged 32
		SP:Iteration 101Q (47288.240000 sec): 3 clusters
  Score: Raw -16610802.751505 + Penalty 13521.113817 = -16597281.637688
  nChanged 29
		SP:Iteration 102Q (47288.610000 sec): 3 clusters
  Score: Raw -16610806.555985 + Penalty 13521.113817 = -16597285.442168
  nChanged 26
		SP:Iteration 103Q (47288.980000 sec): 3 clusters
  Score: Raw -16610810.087355 + Penalty 13521.113817 = -16597288.973538
  nChanged 18
		SP:Iteration 104Q (47289.340000 sec): 3 clusters
  Score: Raw -16610811.927840 + Penalty 13521.113817 = -16597290.814023
  nChanged 10
		SP:Iteration 105Q (47289.710000 sec): 3 clusters
  Score: Raw -16610812.942231 + Penalty 13521.113817 = -16597291.828414
  nChanged 10
		SP:Iteration 106Q (47290.080000 sec): 3 clusters
  Score: Raw -16610814.128943 + Penalty 13521.113817 = -16597293.015127
  nChanged 8
		SP:Iteration 107Q (47290.440000 sec): 3 clusters
  Score: Raw -16610814.942273 + Penalty 13521.113817 = -16597293.828456
  nChanged 8
		SP:Iteration 108Q (47290.810000 sec): 3 clusters
  Score: Raw -16610815.903470 + Penalty 13521.113817 = -16597294.789654
  nChanged 10
		SP:Iteration 109Q (47291.170000 sec): 3 clusters
  Score: Raw -16610816.988219 + Penalty 13521.113817 = -16597295.874403
  nChanged 4
		SP:Iteration 110Q (47291.540000 sec): 3 clusters
  Score: Raw -16610817.425815 + Penalty 13521.113817 = -16597296.311998
  nChanged 1
		SP:Iteration 111Q (47291.910000 sec): 3 clusters
  Score: Raw -16610817.545393 + Penalty 13521.113817 = -16597296.431577
  nChanged 5
		SP:Iteration 112Q (47292.270000 sec): 3 clusters
  Score: Raw -16610817.954675 + Penalty 13521.113817 = -16597296.840859
  nChanged 2
		SP:Iteration 113Q (47292.640000 sec): 3 clusters
  Score: Raw -16610818.150058 + Penalty 13521.113817 = -16597297.036242
  nChanged 3
		SP:Iteration 114Q (47293.000000 sec): 3 clusters
  Score: Raw -16610818.264898 + Penalty 13521.113817 = -16597297.151081
  nChanged 3
		SP:Iteration 115Q (47293.380000 sec): 3 clusters
  Score: Raw -16610818.436831 + Penalty 13521.113817 = -16597297.323014
  nChanged 0
		SP:Iteration 116F (47293.830000 sec): 3 clusters
  Score: Raw -16610818.436831 + Penalty 13521.113817 = -16597297.323014
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (16839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47293.960000 sec): 2 clusters
  Score: Raw -4461780.198860 + Penalty 5960.514903 = -4455819.683957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47294.080000 sec): 3 clusters
  Score: Raw -4453161.773489 + Penalty 11921.029807 = -4441240.743683
  nChanged 6717
		SP:Iteration 1F (47294.210000 sec): 3 clusters
  Score: Raw -4456875.963044 + Penalty 11921.029807 = -4444954.933237
  nChanged 1247
		SP:Iteration 2F (47294.330000 sec): 3 clusters
  Score: Raw -4457593.373414 + Penalty 11921.029807 = -4445672.343607
  nChanged 954
		SP:Iteration 3F (47294.450000 sec): 3 clusters
  Score: Raw -4458173.135379 + Penalty 11921.029807 = -4446252.105572
  nChanged 847
		SP:Iteration 4F (47294.570000 sec): 3 clusters
  Score: Raw -4458696.248887 + Penalty 11921.029807 = -4446775.219080
  nChanged 771
		SP:Iteration 5Q (47294.700000 sec): 3 clusters
  Score: Raw -4459192.372638 + Penalty 11921.029807 = -4447271.342831
  nChanged 746
		SP:Iteration 6Q (47294.820000 sec): 3 clusters
  Score: Raw -4459662.510051 + Penalty 11921.029807 = -4447741.480244
  nChanged 711
		SP:Iteration 7Q (47294.940000 sec): 3 clusters
  Score: Raw -4460106.247120 + Penalty 11921.029807 = -4448185.217313
  nChanged 672
		SP:Iteration 8Q (47295.060000 sec): 3 clusters
  Score: Raw -4460505.157798 + Penalty 11921.029807 = -4448584.127991
  nChanged 596
		SP:Iteration 9Q (47295.180000 sec): 3 clusters
  Score: Raw -4460825.860901 + Penalty 11921.029807 = -4448904.831094
  nChanged 524
		SP:Iteration 10Q (47295.310000 sec): 3 clusters
  Score: Raw -4461107.418900 + Penalty 11921.029807 = -4449186.389093
  nChanged 438
		SP:Iteration 11Q (47295.430000 sec): 3 clusters
  Score: Raw -4461312.730592 + Penalty 11921.029807 = -4449391.700785
  nChanged 387
		SP:Iteration 12Q (47295.550000 sec): 3 clusters
  Score: Raw -4461481.948544 + Penalty 11921.029807 = -4449560.918737
  nChanged 303
		SP:Iteration 13Q (47295.670000 sec): 3 clusters
  Score: Raw -4461598.721628 + Penalty 11921.029807 = -4449677.691821
  nChanged 231
		SP:Iteration 14Q (47295.800000 sec): 3 clusters
  Score: Raw -4461682.672667 + Penalty 11921.029807 = -4449761.642860
  nChanged 188
		SP:Iteration 15Q (47295.920000 sec): 3 clusters
  Score: Raw -4461746.334389 + Penalty 11921.029807 = -4449825.304582
  nChanged 197
		SP:Iteration 16Q (47296.040000 sec): 3 clusters
  Score: Raw -4461820.204779 + Penalty 11921.029807 = -4449899.174972
  nChanged 156
		SP:Iteration 17Q (47296.160000 sec): 3 clusters
  Score: Raw -4461874.596092 + Penalty 11921.029807 = -4449953.566285
  nChanged 135
		SP:Iteration 18Q (47296.280000 sec): 3 clusters
  Score: Raw -4461917.484438 + Penalty 11921.029807 = -4449996.454631
  nChanged 121
		SP:Iteration 19Q (47296.400000 sec): 3 clusters
  Score: Raw -4461957.749196 + Penalty 11921.029807 = -4450036.719389
  nChanged 103
		SP:Iteration 20F (47296.530000 sec): 3 clusters
  Score: Raw -4461991.653533 + Penalty 11921.029807 = -4450070.623726
  nChanged 85
		SP:Iteration 21Q (47296.650000 sec): 3 clusters
  Score: Raw -4462020.857816 + Penalty 11921.029807 = -4450099.828010
  nChanged 90
		SP:Iteration 22Q (47296.780000 sec): 3 clusters
  Score: Raw -4462052.339648 + Penalty 11921.029807 = -4450131.309841
  nChanged 95
		SP:Iteration 23Q (47296.900000 sec): 3 clusters
  Score: Raw -4462083.360007 + Penalty 11921.029807 = -4450162.330200
  nChanged 83
		SP:Iteration 24Q (47297.020000 sec): 3 clusters
  Score: Raw -4462112.215053 + Penalty 11921.029807 = -4450191.185246
  nChanged 65
		SP:Iteration 25Q (47297.150000 sec): 3 clusters
  Score: Raw -4462133.709132 + Penalty 11921.029807 = -4450212.679325
  nChanged 70
		SP:Iteration 26Q (47297.270000 sec): 3 clusters
  Score: Raw -4462154.770313 + Penalty 11921.029807 = -4450233.740506
  nChanged 50
		SP:Iteration 27Q (47297.400000 sec): 3 clusters
  Score: Raw -4462169.551055 + Penalty 11921.029807 = -4450248.521248
  nChanged 55
		SP:Iteration 28Q (47297.520000 sec): 3 clusters
  Score: Raw -4462185.552500 + Penalty 11921.029807 = -4450264.522693
  nChanged 39
		SP:Iteration 29Q (47297.640000 sec): 3 clusters
  Score: Raw -4462197.048777 + Penalty 11921.029807 = -4450276.018970
  nChanged 51
		SP:Iteration 30Q (47297.760000 sec): 3 clusters
  Score: Raw -4462211.581040 + Penalty 11921.029807 = -4450290.551234
  nChanged 46
		SP:Iteration 31Q (47297.880000 sec): 3 clusters
  Score: Raw -4462225.027558 + Penalty 11921.029807 = -4450303.997751
  nChanged 37
		SP:Iteration 32Q (47298.000000 sec): 3 clusters
  Score: Raw -4462235.066611 + Penalty 11921.029807 = -4450314.036804
  nChanged 37
		SP:Iteration 33Q (47298.130000 sec): 3 clusters
  Score: Raw -4462245.700254 + Penalty 11921.029807 = -4450324.670447
  nChanged 35
		SP:Iteration 34Q (47298.250000 sec): 3 clusters
  Score: Raw -4462256.340014 + Penalty 11921.029807 = -4450335.310207
  nChanged 29
		SP:Iteration 35Q (47298.370000 sec): 3 clusters
  Score: Raw -4462264.473172 + Penalty 11921.029807 = -4450343.443365
  nChanged 33
		SP:Iteration 36Q (47298.490000 sec): 3 clusters
  Score: Raw -4462274.842097 + Penalty 11921.029807 = -4450353.812290
  nChanged 33
		SP:Iteration 37Q (47298.610000 sec): 3 clusters
  Score: Raw -4462284.723335 + Penalty 11921.029807 = -4450363.693529
  nChanged 26
		SP:Iteration 38Q (47298.740000 sec): 3 clusters
  Score: Raw -4462292.046930 + Penalty 11921.029807 = -4450371.017123
  nChanged 28
		SP:Iteration 39Q (47298.860000 sec): 3 clusters
  Score: Raw -4462300.747565 + Penalty 11921.029807 = -4450379.717758
  nChanged 28
		SP:Iteration 40F (47298.980000 sec): 3 clusters
  Score: Raw -4462307.176245 + Penalty 11921.029807 = -4450386.146438
  nChanged 15
		SP:Iteration 41Q (47299.110000 sec): 3 clusters
  Score: Raw -4462310.629631 + Penalty 11921.029807 = -4450389.599824
  nChanged 17
		SP:Iteration 42Q (47299.230000 sec): 3 clusters
  Score: Raw -4462315.476510 + Penalty 11921.029807 = -4450394.446703
  nChanged 20
		SP:Iteration 43Q (47299.350000 sec): 3 clusters
  Score: Raw -4462322.151760 + Penalty 11921.029807 = -4450401.121953
  nChanged 27
		SP:Iteration 44Q (47299.470000 sec): 3 clusters
  Score: Raw -4462329.472934 + Penalty 11921.029807 = -4450408.443127
  nChanged 27
		SP:Iteration 45Q (47299.600000 sec): 3 clusters
  Score: Raw -4462337.932027 + Penalty 11921.029807 = -4450416.902220
  nChanged 22
		SP:Iteration 46Q (47299.720000 sec): 3 clusters
  Score: Raw -4462346.425806 + Penalty 11921.029807 = -4450425.395999
  nChanged 19
		SP:Iteration 47Q (47299.840000 sec): 3 clusters
  Score: Raw -4462352.716034 + Penalty 11921.029807 = -4450431.686227
  nChanged 21
		SP:Iteration 48Q (47299.960000 sec): 3 clusters
  Score: Raw -4462360.297563 + Penalty 11921.029807 = -4450439.267756
  nChanged 26
		SP:Iteration 49Q (47300.080000 sec): 3 clusters
  Score: Raw -4462368.833151 + Penalty 11921.029807 = -4450447.803344
  nChanged 24
		SP:Iteration 50Q (47300.210000 sec): 3 clusters
  Score: Raw -4462376.660010 + Penalty 11921.029807 = -4450455.630203
  nChanged 22
		SP:Iteration 51Q (47300.330000 sec): 3 clusters
  Score: Raw -4462382.733012 + Penalty 11921.029807 = -4450461.703205
  nChanged 26
		SP:Iteration 52Q (47300.450000 sec): 3 clusters
  Score: Raw -4462390.985132 + Penalty 11921.029807 = -4450469.955325
  nChanged 23
		SP:Iteration 53Q (47300.570000 sec): 3 clusters
  Score: Raw -4462398.599477 + Penalty 11921.029807 = -4450477.569670
  nChanged 29
		SP:Iteration 54Q (47300.690000 sec): 3 clusters
  Score: Raw -4462407.448627 + Penalty 11921.029807 = -4450486.418820
  nChanged 28
		SP:Iteration 55Q (47300.810000 sec): 3 clusters
  Score: Raw -4462415.954366 + Penalty 11921.029807 = -4450494.924559
  nChanged 26
		SP:Iteration 56Q (47300.930000 sec): 3 clusters
  Score: Raw -4462423.373878 + Penalty 11921.029807 = -4450502.344072
  nChanged 22
		SP:Iteration 57Q (47301.050000 sec): 3 clusters
  Score: Raw -4462429.951101 + Penalty 11921.029807 = -4450508.921294
  nChanged 22
		SP:Iteration 58Q (47301.180000 sec): 3 clusters
  Score: Raw -4462436.775570 + Penalty 11921.029807 = -4450515.745763
  nChanged 19
		SP:Iteration 59Q (47301.300000 sec): 3 clusters
  Score: Raw -4462442.254492 + Penalty 11921.029807 = -4450521.224685
  nChanged 16
		SP:Iteration 60F (47301.420000 sec): 3 clusters
  Score: Raw -4462447.347767 + Penalty 11921.029807 = -4450526.317960
  nChanged 14
		SP:Iteration 61Q (47301.540000 sec): 3 clusters
  Score: Raw -4462451.076869 + Penalty 11921.029807 = -4450530.047063
  nChanged 16
		SP:Iteration 62Q (47301.670000 sec): 3 clusters
  Score: Raw -4462455.616136 + Penalty 11921.029807 = -4450534.586329
  nChanged 15
		SP:Iteration 63Q (47301.790000 sec): 3 clusters
  Score: Raw -4462459.797336 + Penalty 11921.029807 = -4450538.767529
  nChanged 18
		SP:Iteration 64Q (47301.900000 sec): 3 clusters
  Score: Raw -4462465.758134 + Penalty 11921.029807 = -4450544.728327
  nChanged 11
		SP:Iteration 65Q (47302.030000 sec): 3 clusters
  Score: Raw -4462469.650329 + Penalty 11921.029807 = -4450548.620522
  nChanged 18
		SP:Iteration 66Q (47302.150000 sec): 3 clusters
  Score: Raw -4462475.350170 + Penalty 11921.029807 = -4450554.320363
  nChanged 14
		SP:Iteration 67Q (47302.270000 sec): 3 clusters
  Score: Raw -4462479.363363 + Penalty 11921.029807 = -4450558.333556
  nChanged 10
		SP:Iteration 68Q (47302.390000 sec): 3 clusters
  Score: Raw -4462482.577453 + Penalty 11921.029807 = -4450561.547646
  nChanged 11
		SP:Iteration 69Q (47302.510000 sec): 3 clusters
  Score: Raw -4462486.086410 + Penalty 11921.029807 = -4450565.056603
  nChanged 10
		SP:Iteration 70Q (47302.630000 sec): 3 clusters
  Score: Raw -4462488.562895 + Penalty 11921.029807 = -4450567.533088
  nChanged 10
		SP:Iteration 71Q (47302.750000 sec): 3 clusters
  Score: Raw -4462491.481674 + Penalty 11921.029807 = -4450570.451867
  nChanged 12
		SP:Iteration 72Q (47302.880000 sec): 3 clusters
  Score: Raw -4462494.558786 + Penalty 11921.029807 = -4450573.528979
  nChanged 11
		SP:Iteration 73Q (47303.000000 sec): 3 clusters
  Score: Raw -4462498.252950 + Penalty 11921.029807 = -4450577.223143
  nChanged 8
		SP:Iteration 74Q (47303.120000 sec): 3 clusters
  Score: Raw -4462500.350688 + Penalty 11921.029807 = -4450579.320881
  nChanged 5
		SP:Iteration 75Q (47303.240000 sec): 3 clusters
  Score: Raw -4462501.797145 + Penalty 11921.029807 = -4450580.767338
  nChanged 7
		SP:Iteration 76Q (47303.370000 sec): 3 clusters
  Score: Raw -4462503.877006 + Penalty 11921.029807 = -4450582.847199
  nChanged 5
		SP:Iteration 77Q (47303.490000 sec): 3 clusters
  Score: Raw -4462505.325553 + Penalty 11921.029807 = -4450584.295746
  nChanged 4
		SP:Iteration 78Q (47303.610000 sec): 3 clusters
  Score: Raw -4462506.334548 + Penalty 11921.029807 = -4450585.304741
  nChanged 3
		SP:Iteration 79Q (47303.730000 sec): 3 clusters
  Score: Raw -4462507.640038 + Penalty 11921.029807 = -4450586.610231
  nChanged 5
		SP:Iteration 80F (47303.850000 sec): 3 clusters
  Score: Raw -4462508.915828 + Penalty 11921.029807 = -4450587.886022
  nChanged 5
		SP:Iteration 81Q (47303.970000 sec): 3 clusters
  Score: Raw -4462510.136540 + Penalty 11921.029807 = -4450589.106733
  nChanged 2
		SP:Iteration 82Q (47304.090000 sec): 3 clusters
  Score: Raw -4462510.485374 + Penalty 11921.029807 = -4450589.455567
  nChanged 1
		SP:Iteration 83Q (47304.220000 sec): 3 clusters
  Score: Raw -4462510.932457 + Penalty 11921.029807 = -4450589.902650
  nChanged 1
		SP:Iteration 84Q (47304.340000 sec): 3 clusters
  Score: Raw -4462511.450379 + Penalty 11921.029807 = -4450590.420572
  nChanged 4
		SP:Iteration 85Q (47304.460000 sec): 3 clusters
  Score: Raw -4462512.611361 + Penalty 11921.029807 = -4450591.581554
  nChanged 3
		SP:Iteration 86Q (47304.580000 sec): 3 clusters
  Score: Raw -4462513.577883 + Penalty 11921.029807 = -4450592.548076
  nChanged 2
		SP:Iteration 87Q (47304.700000 sec): 3 clusters
  Score: Raw -4462513.992898 + Penalty 11921.029807 = -4450592.963091
  nChanged 1
		SP:Iteration 88Q (47304.820000 sec): 3 clusters
  Score: Raw -4462514.141235 + Penalty 11921.029807 = -4450593.111428
  nChanged 2
		SP:Iteration 89Q (47304.940000 sec): 3 clusters
  Score: Raw -4462514.690670 + Penalty 11921.029807 = -4450593.660863
  nChanged 0
		SP:Iteration 90F (47305.060000 sec): 3 clusters
  Score: Raw -4462514.690670 + Penalty 11921.029807 = -4450593.660863
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (45763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47305.350000 sec): 2 clusters
  Score: Raw -11990318.399853 + Penalty 6572.879100 = -11983745.520753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47305.680000 sec): 3 clusters
  Score: Raw -11963918.806024 + Penalty 13145.758200 = -11950773.047825
  nChanged 19928
		SP:Iteration 1F (47306.010000 sec): 3 clusters
  Score: Raw -11974604.454032 + Penalty 13145.758200 = -11961458.695832
  nChanged 2526
		SP:Iteration 2F (47306.340000 sec): 3 clusters
  Score: Raw -11975580.191038 + Penalty 13145.758200 = -11962434.432838
  nChanged 2125
		SP:Iteration 3Q (47306.670000 sec): 3 clusters
  Score: Raw -11976480.160085 + Penalty 13145.758200 = -11963334.401886
  nChanged 1945
		SP:Iteration 4Q (47307.010000 sec): 3 clusters
  Score: Raw -11977469.701056 + Penalty 13145.758200 = -11964323.942856
  nChanged 2044
		SP:Iteration 5Q (47307.340000 sec): 3 clusters
  Score: Raw -11978584.134557 + Penalty 13145.758200 = -11965438.376357
  nChanged 2082
		SP:Iteration 6Q (47307.670000 sec): 3 clusters
  Score: Raw -11979764.642649 + Penalty 13145.758200 = -11966618.884449
  nChanged 2019
		SP:Iteration 7Q (47308.000000 sec): 3 clusters
  Score: Raw -11980963.899176 + Penalty 13145.758200 = -11967818.140977
  nChanged 2140
		SP:Iteration 8Q (47308.330000 sec): 3 clusters
  Score: Raw -11982209.934632 + Penalty 13145.758200 = -11969064.176433
  nChanged 2081
		SP:Iteration 9Q (47308.650000 sec): 3 clusters
  Score: Raw -11983359.826226 + Penalty 13145.758200 = -11970214.068026
  nChanged 2026
		SP:Iteration 10Q (47308.970000 sec): 3 clusters
  Score: Raw -11984486.040481 + Penalty 13145.758200 = -11971340.282281
  nChanged 2002
		SP:Iteration 11Q (47309.290000 sec): 3 clusters
  Score: Raw -11985625.057479 + Penalty 13145.758200 = -11972479.299279
  nChanged 1882
		SP:Iteration 12Q (47309.610000 sec): 3 clusters
  Score: Raw -11986717.917648 + Penalty 13145.758200 = -11973572.159448
  nChanged 1768
		SP:Iteration 13Q (47309.920000 sec): 3 clusters
  Score: Raw -11987807.895076 + Penalty 13145.758200 = -11974662.136876
  nChanged 1537
		SP:Iteration 14Q (47310.230000 sec): 3 clusters
  Score: Raw -11988784.059480 + Penalty 13145.758200 = -11975638.301280
  nChanged 1257
		SP:Iteration 15Q (47310.540000 sec): 3 clusters
  Score: Raw -11989552.193885 + Penalty 13145.758200 = -11976406.435685
  nChanged 974
		SP:Iteration 16Q (47310.850000 sec): 3 clusters
  Score: Raw -11990168.715602 + Penalty 13145.758200 = -11977022.957402
  nChanged 743
		SP:Iteration 17Q (47311.170000 sec): 3 clusters
  Score: Raw -11990611.154966 + Penalty 13145.758200 = -11977465.396767
  nChanged 510
		SP:Iteration 18Q (47311.470000 sec): 3 clusters
  Score: Raw -11990909.081944 + Penalty 13145.758200 = -11977763.323745
  nChanged 379
		SP:Iteration 19Q (47311.770000 sec): 3 clusters
  Score: Raw -11991129.558012 + Penalty 13145.758200 = -11977983.799812
  nChanged 250
		SP:Iteration 20F (47312.110000 sec): 3 clusters
  Score: Raw -11991272.386005 + Penalty 13145.758200 = -11978126.627806
  nChanged 172
		SP:Iteration 21Q (47312.410000 sec): 3 clusters
  Score: Raw -11991371.051028 + Penalty 13145.758200 = -11978225.292828
  nChanged 143
		SP:Iteration 22Q (47312.700000 sec): 3 clusters
  Score: Raw -11991449.765696 + Penalty 13145.758200 = -11978304.007497
  nChanged 101
		SP:Iteration 23Q (47312.990000 sec): 3 clusters
  Score: Raw -11991505.072904 + Penalty 13145.758200 = -11978359.314705
  nChanged 69
		SP:Iteration 24Q (47313.280000 sec): 3 clusters
  Score: Raw -11991545.055625 + Penalty 13145.758200 = -11978399.297426
  nChanged 68
		SP:Iteration 25Q (47313.570000 sec): 3 clusters
  Score: Raw -11991585.311456 + Penalty 13145.758200 = -11978439.553257
  nChanged 52
		SP:Iteration 26Q (47313.850000 sec): 3 clusters
  Score: Raw -11991612.823044 + Penalty 13145.758200 = -11978467.064844
  nChanged 44
		SP:Iteration 27Q (47314.140000 sec): 3 clusters
  Score: Raw -11991636.902249 + Penalty 13145.758200 = -11978491.144050
  nChanged 39
		SP:Iteration 28Q (47314.420000 sec): 3 clusters
  Score: Raw -11991662.744732 + Penalty 13145.758200 = -11978516.986532
  nChanged 37
		SP:Iteration 29Q (47314.700000 sec): 3 clusters
  Score: Raw -11991683.743584 + Penalty 13145.758200 = -11978537.985384
  nChanged 23
		SP:Iteration 30Q (47314.980000 sec): 3 clusters
  Score: Raw -11991696.387870 + Penalty 13145.758200 = -11978550.629670
  nChanged 17
		SP:Iteration 31Q (47315.260000 sec): 3 clusters
  Score: Raw -11991707.487483 + Penalty 13145.758200 = -11978561.729283
  nChanged 10
		SP:Iteration 32Q (47315.540000 sec): 3 clusters
  Score: Raw -11991712.535161 + Penalty 13145.758200 = -11978566.776962
  nChanged 7
		SP:Iteration 33Q (47315.810000 sec): 3 clusters
  Score: Raw -11991716.483839 + Penalty 13145.758200 = -11978570.725640
  nChanged 4
		SP:Iteration 34Q (47316.090000 sec): 3 clusters
  Score: Raw -11991718.464263 + Penalty 13145.758200 = -11978572.706064
  nChanged 7
		SP:Iteration 35Q (47316.370000 sec): 3 clusters
  Score: Raw -11991724.101985 + Penalty 13145.758200 = -11978578.343785
  nChanged 11
		SP:Iteration 36Q (47316.650000 sec): 3 clusters
  Score: Raw -11991730.761917 + Penalty 13145.758200 = -11978585.003717
  nChanged 12
		SP:Iteration 37Q (47316.920000 sec): 3 clusters
  Score: Raw -11991739.252003 + Penalty 13145.758200 = -11978593.493804
  nChanged 10
		SP:Iteration 38Q (47317.200000 sec): 3 clusters
  Score: Raw -11991745.747250 + Penalty 13145.758200 = -11978599.989051
  nChanged 12
		SP:Iteration 39Q (47317.480000 sec): 3 clusters
  Score: Raw -11991751.716860 + Penalty 13145.758200 = -11978605.958661
  nChanged 4
		SP:Iteration 40F (47317.820000 sec): 3 clusters
  Score: Raw -11991754.200982 + Penalty 13145.758200 = -11978608.442782
  nChanged 5
		SP:Iteration 41Q (47318.090000 sec): 3 clusters
  Score: Raw -11991756.143048 + Penalty 13145.758200 = -11978610.384849
  nChanged 7
		SP:Iteration 42Q (47318.370000 sec): 3 clusters
  Score: Raw -11991759.840171 + Penalty 13145.758200 = -11978614.081971
  nChanged 7
		SP:Iteration 43Q (47318.650000 sec): 3 clusters
  Score: Raw -11991763.591748 + Penalty 13145.758200 = -11978617.833549
  nChanged 4
		SP:Iteration 44Q (47318.920000 sec): 3 clusters
  Score: Raw -11991765.337511 + Penalty 13145.758200 = -11978619.579311
  nChanged 4
		SP:Iteration 45Q (47319.200000 sec): 3 clusters
  Score: Raw -11991767.603208 + Penalty 13145.758200 = -11978621.845008
  nChanged 6
		SP:Iteration 46Q (47319.470000 sec): 3 clusters
  Score: Raw -11991771.830264 + Penalty 13145.758200 = -11978626.072064
  nChanged 8
		SP:Iteration 47Q (47319.750000 sec): 3 clusters
  Score: Raw -11991776.248354 + Penalty 13145.758200 = -11978630.490154
  nChanged 5
		SP:Iteration 48Q (47320.020000 sec): 3 clusters
  Score: Raw -11991779.108421 + Penalty 13145.758200 = -11978633.350221
  nChanged 4
		SP:Iteration 49Q (47320.290000 sec): 3 clusters
  Score: Raw -11991781.610485 + Penalty 13145.758200 = -11978635.852285
  nChanged 6
		SP:Iteration 50Q (47320.570000 sec): 3 clusters
  Score: Raw -11991784.742065 + Penalty 13145.758200 = -11978638.983865
  nChanged 7
		SP:Iteration 51Q (47320.840000 sec): 3 clusters
  Score: Raw -11991788.345069 + Penalty 13145.758200 = -11978642.586869
  nChanged 6
		SP:Iteration 52Q (47321.110000 sec): 3 clusters
  Score: Raw -11991791.365169 + Penalty 13145.758200 = -11978645.606969
  nChanged 2
		SP:Iteration 53Q (47321.390000 sec): 3 clusters
  Score: Raw -11991792.472747 + Penalty 13145.758200 = -11978646.714548
  nChanged 1
		SP:Iteration 54Q (47321.660000 sec): 3 clusters
  Score: Raw -11991793.064492 + Penalty 13145.758200 = -11978647.306292
  nChanged 1
		SP:Iteration 55Q (47321.930000 sec): 3 clusters
  Score: Raw -11991793.890550 + Penalty 13145.758200 = -11978648.132350
  nChanged 5
		SP:Iteration 56Q (47322.210000 sec): 3 clusters
  Score: Raw -11991796.443142 + Penalty 13145.758200 = -11978650.684942
  nChanged 1
		SP:Iteration 57Q (47322.480000 sec): 3 clusters
  Score: Raw -11991796.917380 + Penalty 13145.758200 = -11978651.159180
  nChanged 1
		SP:Iteration 58Q (47322.750000 sec): 3 clusters
  Score: Raw -11991797.964794 + Penalty 13145.758200 = -11978652.206594
  nChanged 2
		SP:Iteration 59Q (47323.010000 sec): 3 clusters
  Score: Raw -11991799.086739 + Penalty 13145.758200 = -11978653.328539
  nChanged 3
		SP:Iteration 60F (47323.340000 sec): 3 clusters
  Score: Raw -11991800.526298 + Penalty 13145.758200 = -11978654.768098
  nChanged 1
		SP:Iteration 61Q (47323.600000 sec): 3 clusters
  Score: Raw -11991800.798732 + Penalty 13145.758200 = -11978655.040533
  nChanged 0
		SP:Iteration 62F (47323.930000 sec): 3 clusters
  Score: Raw -11991800.798732 + Penalty 13145.758200 = -11978655.040533
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47323.970000 sec): 2 clusters
  Score: Raw -373814.396528 + Penalty 4474.839270 = -369339.557258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47323.980000 sec): 3 clusters
  Score: Raw -373686.329565 + Penalty 8949.678540 = -364736.651025
  nChanged 297
		SP:Iteration 1F (47323.990000 sec): 3 clusters
  Score: Raw -374166.912124 + Penalty 8949.678540 = -365217.233584
  nChanged 90
		SP:Iteration 2F (47324.000000 sec): 3 clusters
  Score: Raw -374323.779264 + Penalty 8949.678540 = -365374.100724
  nChanged 45
		SP:Iteration 3Q (47324.010000 sec): 3 clusters
  Score: Raw -374424.064565 + Penalty 8949.678540 = -365474.386025
  nChanged 29
		SP:Iteration 4Q (47324.020000 sec): 3 clusters
  Score: Raw -374480.335659 + Penalty 8949.678540 = -365530.657119
  nChanged 23
		SP:Iteration 5Q (47324.030000 sec): 3 clusters
  Score: Raw -374513.818181 + Penalty 8949.678540 = -365564.139640
  nChanged 19
		SP:Iteration 6Q (47324.040000 sec): 3 clusters
  Score: Raw -374545.576026 + Penalty 8949.678540 = -365595.897486
  nChanged 15
		SP:Iteration 7Q (47324.050000 sec): 3 clusters
  Score: Raw -374578.361647 + Penalty 8949.678540 = -365628.683107
  nChanged 15
		SP:Iteration 8Q (47324.060000 sec): 3 clusters
  Score: Raw -374602.244709 + Penalty 8949.678540 = -365652.566169
  nChanged 9
		SP:Iteration 9Q (47324.070000 sec): 3 clusters
  Score: Raw -374628.902430 + Penalty 8949.678540 = -365679.223890
  nChanged 13
		SP:Iteration 10Q (47324.080000 sec): 3 clusters
  Score: Raw -374663.642348 + Penalty 8949.678540 = -365713.963808
  nChanged 9
		SP:Iteration 11Q (47324.090000 sec): 3 clusters
  Score: Raw -374683.999122 + Penalty 8949.678540 = -365734.320582
  nChanged 7
		SP:Iteration 12Q (47324.100000 sec): 3 clusters
  Score: Raw -374694.094200 + Penalty 8949.678540 = -365744.415660
  nChanged 6
		SP:Iteration 13Q (47324.110000 sec): 3 clusters
  Score: Raw -374713.933891 + Penalty 8949.678540 = -365764.255351
  nChanged 12
		SP:Iteration 14Q (47324.120000 sec): 3 clusters
  Score: Raw -374741.742407 + Penalty 8949.678540 = -365792.063867
  nChanged 17
		SP:Iteration 15Q (47324.130000 sec): 3 clusters
  Score: Raw -374777.667593 + Penalty 8949.678540 = -365827.989053
  nChanged 15
		SP:Iteration 16Q (47324.140000 sec): 3 clusters
  Score: Raw -374799.180893 + Penalty 8949.678540 = -365849.502353
  nChanged 10
		SP:Iteration 17Q (47324.150000 sec): 3 clusters
  Score: Raw -374818.606052 + Penalty 8949.678540 = -365868.927512
  nChanged 7
		SP:Iteration 18Q (47324.160000 sec): 3 clusters
  Score: Raw -374833.554560 + Penalty 8949.678540 = -365883.876020
  nChanged 8
		SP:Iteration 19Q (47324.170000 sec): 3 clusters
  Score: Raw -374850.000353 + Penalty 8949.678540 = -365900.321813
  nChanged 9
		SP:Iteration 20F (47324.180000 sec): 3 clusters
  Score: Raw -374867.777992 + Penalty 8949.678540 = -365918.099452
  nChanged 9
		SP:Iteration 21Q (47324.190000 sec): 3 clusters
  Score: Raw -374882.987719 + Penalty 8949.678540 = -365933.309179
  nChanged 10
		SP:Iteration 22Q (47324.200000 sec): 3 clusters
  Score: Raw -374895.228987 + Penalty 8949.678540 = -365945.550447
  nChanged 9
		SP:Iteration 23Q (47324.210000 sec): 3 clusters
  Score: Raw -374908.535326 + Penalty 8949.678540 = -365958.856786
  nChanged 8
		SP:Iteration 24Q (47324.220000 sec): 3 clusters
  Score: Raw -374930.572673 + Penalty 8949.678540 = -365980.894133
  nChanged 6
		SP:Iteration 25Q (47324.230000 sec): 3 clusters
  Score: Raw -374937.391890 + Penalty 8949.678540 = -365987.713350
  nChanged 2
		SP:Iteration 26Q (47324.240000 sec): 3 clusters
  Score: Raw -374939.430662 + Penalty 8949.678540 = -365989.752122
  nChanged 4
		SP:Iteration 27Q (47324.250000 sec): 3 clusters
  Score: Raw -374947.000862 + Penalty 8949.678540 = -365997.322322
  nChanged 4
		SP:Iteration 28Q (47324.260000 sec): 3 clusters
  Score: Raw -374957.198467 + Penalty 8949.678540 = -366007.519927
  nChanged 2
		SP:Iteration 29Q (47324.270000 sec): 3 clusters
  Score: Raw -374962.399855 + Penalty 8949.678540 = -366012.721315
  nChanged 0
		SP:Iteration 30F (47324.280000 sec): 3 clusters
  Score: Raw -374962.399855 + Penalty 8949.678540 = -366012.721315
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (7056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47324.330000 sec): 2 clusters
  Score: Raw -1875310.355991 + Penalty 5427.750579 = -1869882.605413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47324.390000 sec): 3 clusters
  Score: Raw -1872409.708541 + Penalty 10855.501157 = -1861554.207383
  nChanged 2383
		SP:Iteration 1F (47324.430000 sec): 3 clusters
  Score: Raw -1874014.046470 + Penalty 10855.501157 = -1863158.545313
  nChanged 585
		SP:Iteration 2F (47324.490000 sec): 3 clusters
  Score: Raw -1874488.017900 + Penalty 10855.501157 = -1863632.516743
  nChanged 387
		SP:Iteration 3F (47324.530000 sec): 3 clusters
  Score: Raw -1874799.765767 + Penalty 10855.501157 = -1863944.264610
  nChanged 277
		SP:Iteration 4Q (47324.590000 sec): 3 clusters
  Score: Raw -1875006.645117 + Penalty 10855.501157 = -1864151.143960
  nChanged 199
		SP:Iteration 5Q (47324.630000 sec): 3 clusters
  Score: Raw -1875138.078573 + Penalty 10855.501157 = -1864282.577416
  nChanged 164
		SP:Iteration 6Q (47324.690000 sec): 3 clusters
  Score: Raw -1875238.169338 + Penalty 10855.501157 = -1864382.668181
  nChanged 112
		SP:Iteration 7Q (47324.730000 sec): 3 clusters
  Score: Raw -1875303.535151 + Penalty 10855.501157 = -1864448.033994
  nChanged 113
		SP:Iteration 8Q (47324.780000 sec): 3 clusters
  Score: Raw -1875369.448985 + Penalty 10855.501157 = -1864513.947828
  nChanged 96
		SP:Iteration 9Q (47324.830000 sec): 3 clusters
  Score: Raw -1875427.966158 + Penalty 10855.501157 = -1864572.465001
  nChanged 82
		SP:Iteration 10Q (47324.880000 sec): 3 clusters
  Score: Raw -1875477.187510 + Penalty 10855.501157 = -1864621.686352
  nChanged 77
		SP:Iteration 11Q (47324.930000 sec): 3 clusters
  Score: Raw -1875516.974493 + Penalty 10855.501157 = -1864661.473336
  nChanged 66
		SP:Iteration 12Q (47324.980000 sec): 3 clusters
  Score: Raw -1875560.402199 + Penalty 10855.501157 = -1864704.901042
  nChanged 60
		SP:Iteration 13Q (47325.030000 sec): 3 clusters
  Score: Raw -1875595.322880 + Penalty 10855.501157 = -1864739.821723
  nChanged 53
		SP:Iteration 14Q (47325.080000 sec): 3 clusters
  Score: Raw -1875620.678860 + Penalty 10855.501157 = -1864765.177703
  nChanged 39
		SP:Iteration 15Q (47325.130000 sec): 3 clusters
  Score: Raw -1875637.749038 + Penalty 10855.501157 = -1864782.247881
  nChanged 21
		SP:Iteration 16Q (47325.180000 sec): 3 clusters
  Score: Raw -1875647.955558 + Penalty 10855.501157 = -1864792.454401
  nChanged 15
		SP:Iteration 17Q (47325.230000 sec): 3 clusters
  Score: Raw -1875656.667461 + Penalty 10855.501157 = -1864801.166304
  nChanged 18
		SP:Iteration 18Q (47325.280000 sec): 3 clusters
  Score: Raw -1875665.422569 + Penalty 10855.501157 = -1864809.921412
  nChanged 24
		SP:Iteration 19Q (47325.330000 sec): 3 clusters
  Score: Raw -1875677.194701 + Penalty 10855.501157 = -1864821.693543
  nChanged 28
		SP:Iteration 20F (47325.380000 sec): 3 clusters
  Score: Raw -1875692.618117 + Penalty 10855.501157 = -1864837.116960
  nChanged 26
		SP:Iteration 21Q (47325.430000 sec): 3 clusters
  Score: Raw -1875705.001368 + Penalty 10855.501157 = -1864849.500210
  nChanged 21
		SP:Iteration 22Q (47325.480000 sec): 3 clusters
  Score: Raw -1875715.820388 + Penalty 10855.501157 = -1864860.319231
  nChanged 25
		SP:Iteration 23Q (47325.530000 sec): 3 clusters
  Score: Raw -1875726.934964 + Penalty 10855.501157 = -1864871.433807
  nChanged 25
		SP:Iteration 24Q (47325.580000 sec): 3 clusters
  Score: Raw -1875739.510348 + Penalty 10855.501157 = -1864884.009191
  nChanged 21
		SP:Iteration 25Q (47325.630000 sec): 3 clusters
  Score: Raw -1875749.135442 + Penalty 10855.501157 = -1864893.634285
  nChanged 17
		SP:Iteration 26Q (47325.680000 sec): 3 clusters
  Score: Raw -1875756.169117 + Penalty 10855.501157 = -1864900.667960
  nChanged 7
		SP:Iteration 27Q (47325.730000 sec): 3 clusters
  Score: Raw -1875759.650071 + Penalty 10855.501157 = -1864904.148913
  nChanged 9
		SP:Iteration 28Q (47325.770000 sec): 3 clusters
  Score: Raw -1875765.052621 + Penalty 10855.501157 = -1864909.551464
  nChanged 16
		SP:Iteration 29Q (47325.830000 sec): 3 clusters
  Score: Raw -1875772.512896 + Penalty 10855.501157 = -1864917.011738
  nChanged 16
		SP:Iteration 30Q (47325.870000 sec): 3 clusters
  Score: Raw -1875780.754381 + Penalty 10855.501157 = -1864925.253223
  nChanged 14
		SP:Iteration 31Q (47325.920000 sec): 3 clusters
  Score: Raw -1875788.268624 + Penalty 10855.501157 = -1864932.767467
  nChanged 15
		SP:Iteration 32Q (47325.970000 sec): 3 clusters
  Score: Raw -1875794.191357 + Penalty 10855.501157 = -1864938.690200
  nChanged 12
		SP:Iteration 33Q (47326.020000 sec): 3 clusters
  Score: Raw -1875799.519722 + Penalty 10855.501157 = -1864944.018565
  nChanged 11
		SP:Iteration 34Q (47326.070000 sec): 3 clusters
  Score: Raw -1875804.400291 + Penalty 10855.501157 = -1864948.899134
  nChanged 7
		SP:Iteration 35Q (47326.120000 sec): 3 clusters
  Score: Raw -1875808.994208 + Penalty 10855.501157 = -1864953.493051
  nChanged 11
		SP:Iteration 36Q (47326.170000 sec): 3 clusters
  Score: Raw -1875814.614048 + Penalty 10855.501157 = -1864959.112891
  nChanged 11
		SP:Iteration 37Q (47326.220000 sec): 3 clusters
  Score: Raw -1875820.077035 + Penalty 10855.501157 = -1864964.575878
  nChanged 12
		SP:Iteration 38Q (47326.270000 sec): 3 clusters
  Score: Raw -1875827.216400 + Penalty 10855.501157 = -1864971.715242
  nChanged 27
		SP:Iteration 39Q (47326.320000 sec): 3 clusters
  Score: Raw -1875842.555299 + Penalty 10855.501157 = -1864987.054141
  nChanged 26
		SP:Iteration 40F (47326.370000 sec): 3 clusters
  Score: Raw -1875856.719994 + Penalty 10855.501157 = -1865001.218837
  nChanged 27
		SP:Iteration 41Q (47326.420000 sec): 3 clusters
  Score: Raw -1875871.227281 + Penalty 10855.501157 = -1865015.726124
  nChanged 25
		SP:Iteration 42Q (47326.470000 sec): 3 clusters
  Score: Raw -1875884.672110 + Penalty 10855.501157 = -1865029.170953
  nChanged 25
		SP:Iteration 43Q (47326.520000 sec): 3 clusters
  Score: Raw -1875898.229137 + Penalty 10855.501157 = -1865042.727980
  nChanged 28
		SP:Iteration 44Q (47326.570000 sec): 3 clusters
  Score: Raw -1875913.248113 + Penalty 10855.501157 = -1865057.746956
  nChanged 31
		SP:Iteration 45Q (47326.620000 sec): 3 clusters
  Score: Raw -1875931.071288 + Penalty 10855.501157 = -1865075.570131
  nChanged 25
		SP:Iteration 46Q (47326.670000 sec): 3 clusters
  Score: Raw -1875944.158633 + Penalty 10855.501157 = -1865088.657476
  nChanged 25
		SP:Iteration 47Q (47326.720000 sec): 3 clusters
  Score: Raw -1875957.073165 + Penalty 10855.501157 = -1865101.572007
  nChanged 22
		SP:Iteration 48Q (47326.770000 sec): 3 clusters
  Score: Raw -1875968.390548 + Penalty 10855.501157 = -1865112.889391
  nChanged 21
		SP:Iteration 49Q (47326.820000 sec): 3 clusters
  Score: Raw -1875980.752847 + Penalty 10855.501157 = -1865125.251689
  nChanged 21
		SP:Iteration 50Q (47326.870000 sec): 3 clusters
  Score: Raw -1875990.815812 + Penalty 10855.501157 = -1865135.314655
  nChanged 18
		SP:Iteration 51Q (47326.920000 sec): 3 clusters
  Score: Raw -1876000.347754 + Penalty 10855.501157 = -1865144.846596
  nChanged 8
		SP:Iteration 52Q (47326.970000 sec): 3 clusters
  Score: Raw -1876005.438469 + Penalty 10855.501157 = -1865149.937312
  nChanged 5
		SP:Iteration 53Q (47327.020000 sec): 3 clusters
  Score: Raw -1876008.515420 + Penalty 10855.501157 = -1865153.014262
  nChanged 9
		SP:Iteration 54Q (47327.070000 sec): 3 clusters
  Score: Raw -1876013.538370 + Penalty 10855.501157 = -1865158.037213
  nChanged 15
		SP:Iteration 55Q (47327.110000 sec): 3 clusters
  Score: Raw -1876022.050628 + Penalty 10855.501157 = -1865166.549471
  nChanged 8
		SP:Iteration 56Q (47327.170000 sec): 3 clusters
  Score: Raw -1876026.806430 + Penalty 10855.501157 = -1865171.305272
  nChanged 10
		SP:Iteration 57Q (47327.220000 sec): 3 clusters
  Score: Raw -1876031.424891 + Penalty 10855.501157 = -1865175.923734
  nChanged 8
		SP:Iteration 58Q (47327.270000 sec): 3 clusters
  Score: Raw -1876034.994186 + Penalty 10855.501157 = -1865179.493029
  nChanged 6
		SP:Iteration 59Q (47327.310000 sec): 3 clusters
  Score: Raw -1876039.304698 + Penalty 10855.501157 = -1865183.803541
  nChanged 12
		SP:Iteration 60F (47327.370000 sec): 3 clusters
  Score: Raw -1876045.970447 + Penalty 10855.501157 = -1865190.469290
  nChanged 13
		SP:Iteration 61Q (47327.410000 sec): 3 clusters
  Score: Raw -1876052.160249 + Penalty 10855.501157 = -1865196.659091
  nChanged 12
		SP:Iteration 62Q (47327.460000 sec): 3 clusters
  Score: Raw -1876059.343994 + Penalty 10855.501157 = -1865203.842837
  nChanged 10
		SP:Iteration 63Q (47327.510000 sec): 3 clusters
  Score: Raw -1876065.302530 + Penalty 10855.501157 = -1865209.801373
  nChanged 8
		SP:Iteration 64Q (47327.560000 sec): 3 clusters
  Score: Raw -1876069.639181 + Penalty 10855.501157 = -1865214.138023
  nChanged 8
		SP:Iteration 65Q (47327.610000 sec): 3 clusters
  Score: Raw -1876073.255683 + Penalty 10855.501157 = -1865217.754526
  nChanged 5
		SP:Iteration 66Q (47327.660000 sec): 3 clusters
  Score: Raw -1876075.130417 + Penalty 10855.501157 = -1865219.629260
  nChanged 3
		SP:Iteration 67Q (47327.710000 sec): 3 clusters
  Score: Raw -1876076.988257 + Penalty 10855.501157 = -1865221.487099
  nChanged 3
		SP:Iteration 68Q (47327.760000 sec): 3 clusters
  Score: Raw -1876078.527269 + Penalty 10855.501157 = -1865223.026112
  nChanged 3
		SP:Iteration 69Q (47327.810000 sec): 3 clusters
  Score: Raw -1876080.028241 + Penalty 10855.501157 = -1865224.527083
  nChanged 2
		SP:Iteration 70Q (47327.860000 sec): 3 clusters
  Score: Raw -1876081.198402 + Penalty 10855.501157 = -1865225.697245
  nChanged 0
		SP:Iteration 71F (47327.910000 sec): 3 clusters
  Score: Raw -1876081.198402 + Penalty 10855.501157 = -1865225.697245
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (81278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47328.450000 sec): 2 clusters
  Score: Raw -22152566.470766 + Penalty 6924.698777 = -22145641.771989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47329.040000 sec): 3 clusters
  Score: Raw -22103364.796068 + Penalty 13849.397554 = -22089515.398514
  nChanged 36907
		SP:Iteration 1F (47329.650000 sec): 3 clusters
  Score: Raw -22123329.265435 + Penalty 13849.397554 = -22109479.867882
  nChanged 3552
		SP:Iteration 2Q (47330.270000 sec): 3 clusters
  Score: Raw -22124438.548571 + Penalty 13849.397554 = -22110589.151018
  nChanged 3331
		SP:Iteration 3Q (47330.870000 sec): 3 clusters
  Score: Raw -22125494.150062 + Penalty 13849.397554 = -22111644.752508
  nChanged 3242
		SP:Iteration 4Q (47331.460000 sec): 3 clusters
  Score: Raw -22126628.061923 + Penalty 13849.397554 = -22112778.664369
  nChanged 3521
		SP:Iteration 5Q (47332.050000 sec): 3 clusters
  Score: Raw -22128077.017867 + Penalty 13849.397554 = -22114227.620313
  nChanged 3992
		SP:Iteration 6Q (47332.650000 sec): 3 clusters
  Score: Raw -22130044.168395 + Penalty 13849.397554 = -22116194.770841
  nChanged 4629
		SP:Iteration 7F (47333.240000 sec): 3 clusters
  Score: Raw -22132773.971699 + Penalty 13849.397554 = -22118924.574145
  nChanged 5337
		SP:Iteration 8F (47333.820000 sec): 3 clusters
  Score: Raw -22136556.964947 + Penalty 13849.397554 = -22122707.567393
  nChanged 5728
		SP:Iteration 9F (47334.410000 sec): 3 clusters
  Score: Raw -22141207.395301 + Penalty 13849.397554 = -22127357.997747
  nChanged 5198
		SP:Iteration 10F (47335.000000 sec): 3 clusters
  Score: Raw -22145857.190131 + Penalty 13849.397554 = -22132007.792577
  nChanged 3906
		SP:Iteration 11Q (47335.600000 sec): 3 clusters
  Score: Raw -22149724.188342 + Penalty 13849.397554 = -22135874.790788
  nChanged 2529
		SP:Iteration 12Q (47336.170000 sec): 3 clusters
  Score: Raw -22152218.112394 + Penalty 13849.397554 = -22138368.714840
  nChanged 1560
		SP:Iteration 13Q (47336.700000 sec): 3 clusters
  Score: Raw -22153457.947329 + Penalty 13849.397554 = -22139608.549775
  nChanged 970
		SP:Iteration 14Q (47337.200000 sec): 3 clusters
  Score: Raw -22154038.676696 + Penalty 13849.397554 = -22140189.279142
  nChanged 685
		SP:Iteration 15Q (47337.680000 sec): 3 clusters
  Score: Raw -22154342.662928 + Penalty 13849.397554 = -22140493.265374
  nChanged 420
		SP:Iteration 16Q (47338.150000 sec): 3 clusters
  Score: Raw -22154499.065422 + Penalty 13849.397554 = -22140649.667868
  nChanged 269
		SP:Iteration 17Q (47338.610000 sec): 3 clusters
  Score: Raw -22154596.420052 + Penalty 13849.397554 = -22140747.022498
  nChanged 204
		SP:Iteration 18Q (47339.070000 sec): 3 clusters
  Score: Raw -22154672.077989 + Penalty 13849.397554 = -22140822.680435
  nChanged 168
		SP:Iteration 19Q (47339.520000 sec): 3 clusters
  Score: Raw -22154735.899772 + Penalty 13849.397554 = -22140886.502218
  nChanged 157
		SP:Iteration 20F (47340.100000 sec): 3 clusters
  Score: Raw -22154815.595651 + Penalty 13849.397554 = -22140966.198097
  nChanged 183
		SP:Iteration 21Q (47340.560000 sec): 3 clusters
  Score: Raw -22154949.663403 + Penalty 13849.397554 = -22141100.265849
  nChanged 200
		SP:Iteration 22Q (47341.000000 sec): 3 clusters
  Score: Raw -22155137.124396 + Penalty 13849.397554 = -22141287.726842
  nChanged 228
		SP:Iteration 23Q (47341.440000 sec): 3 clusters
  Score: Raw -22155427.451803 + Penalty 13849.397554 = -22141578.054249
  nChanged 247
		SP:Iteration 24Q (47341.880000 sec): 3 clusters
  Score: Raw -22155808.976527 + Penalty 13849.397554 = -22141959.578973
  nChanged 306
		SP:Iteration 25Q (47342.310000 sec): 3 clusters
  Score: Raw -22156138.825919 + Penalty 13849.397554 = -22142289.428365
  nChanged 256
		SP:Iteration 26Q (47342.740000 sec): 3 clusters
  Score: Raw -22156276.521205 + Penalty 13849.397554 = -22142427.123651
  nChanged 199
		SP:Iteration 27Q (47343.160000 sec): 3 clusters
  Score: Raw -22156344.053655 + Penalty 13849.397554 = -22142494.656101
  nChanged 123
		SP:Iteration 28Q (47343.610000 sec): 3 clusters
  Score: Raw -22156377.156609 + Penalty 13849.397554 = -22142527.759055
  nChanged 79
		SP:Iteration 29Q (47344.050000 sec): 3 clusters
  Score: Raw -22156395.054652 + Penalty 13849.397554 = -22142545.657098
  nChanged 48
		SP:Iteration 30Q (47344.490000 sec): 3 clusters
  Score: Raw -22156404.792377 + Penalty 13849.397554 = -22142555.394823
  nChanged 32
		SP:Iteration 31Q (47344.940000 sec): 3 clusters
  Score: Raw -22156411.436514 + Penalty 13849.397554 = -22142562.038960
  nChanged 24
		SP:Iteration 32Q (47345.380000 sec): 3 clusters
  Score: Raw -22156414.674642 + Penalty 13849.397554 = -22142565.277088
  nChanged 8
		SP:Iteration 33Q (47345.820000 sec): 3 clusters
  Score: Raw -22156415.850741 + Penalty 13849.397554 = -22142566.453187
  nChanged 11
		SP:Iteration 34Q (47346.260000 sec): 3 clusters
  Score: Raw -22156417.377972 + Penalty 13849.397554 = -22142567.980418
  nChanged 9
		SP:Iteration 35Q (47346.700000 sec): 3 clusters
  Score: Raw -22156418.688318 + Penalty 13849.397554 = -22142569.290764
  nChanged 5
		SP:Iteration 36Q (47347.140000 sec): 3 clusters
  Score: Raw -22156419.481526 + Penalty 13849.397554 = -22142570.083972
  nChanged 2
		SP:Iteration 37Q (47347.580000 sec): 3 clusters
  Score: Raw -22156419.707061 + Penalty 13849.397554 = -22142570.309507
  nChanged 1
		SP:Iteration 38Q (47348.010000 sec): 3 clusters
  Score: Raw -22156419.796538 + Penalty 13849.397554 = -22142570.398984
  nChanged 0
		SP:Iteration 39F (47348.600000 sec): 3 clusters
  Score: Raw -22156419.796538 + Penalty 13849.397554 = -22142570.398984
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47348.780000 sec): 2 clusters
  Score: Raw -5968944.361999 + Penalty 6160.740761 = -5962783.621238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47348.950000 sec): 3 clusters
  Score: Raw -5956492.675859 + Penalty 12321.481522 = -5944171.194336
  nChanged 9697
		SP:Iteration 1F (47349.120000 sec): 3 clusters
  Score: Raw -5962340.514408 + Penalty 12321.481522 = -5950019.032886
  nChanged 1877
		SP:Iteration 2F (47349.290000 sec): 3 clusters
  Score: Raw -5963687.431938 + Penalty 12321.481522 = -5951365.950416
  nChanged 1530
		SP:Iteration 3F (47349.460000 sec): 3 clusters
  Score: Raw -5964651.577834 + Penalty 12321.481522 = -5952330.096311
  nChanged 1293
		SP:Iteration 4F (47349.630000 sec): 3 clusters
  Score: Raw -5965376.017315 + Penalty 12321.481522 = -5953054.535793
  nChanged 1063
		SP:Iteration 5Q (47349.800000 sec): 3 clusters
  Score: Raw -5965963.935951 + Penalty 12321.481522 = -5953642.454428
  nChanged 913
		SP:Iteration 6Q (47349.970000 sec): 3 clusters
  Score: Raw -5966511.006738 + Penalty 12321.481522 = -5954189.525215
  nChanged 891
		SP:Iteration 7Q (47350.140000 sec): 3 clusters
  Score: Raw -5967080.446404 + Penalty 12321.481522 = -5954758.964882
  nChanged 881
		SP:Iteration 8Q (47350.310000 sec): 3 clusters
  Score: Raw -5967595.109424 + Penalty 12321.481522 = -5955273.627901
  nChanged 789
		SP:Iteration 9Q (47350.480000 sec): 3 clusters
  Score: Raw -5968027.898326 + Penalty 12321.481522 = -5955706.416803
  nChanged 707
		SP:Iteration 10Q (47350.640000 sec): 3 clusters
  Score: Raw -5968430.097172 + Penalty 12321.481522 = -5956108.615650
  nChanged 644
		SP:Iteration 11Q (47350.810000 sec): 3 clusters
  Score: Raw -5968780.446926 + Penalty 12321.481522 = -5956458.965404
  nChanged 606
		SP:Iteration 12Q (47350.980000 sec): 3 clusters
  Score: Raw -5969100.083120 + Penalty 12321.481522 = -5956778.601597
  nChanged 515
		SP:Iteration 13Q (47351.140000 sec): 3 clusters
  Score: Raw -5969360.445203 + Penalty 12321.481522 = -5957038.963680
  nChanged 470
		SP:Iteration 14Q (47351.300000 sec): 3 clusters
  Score: Raw -5969602.545645 + Penalty 12321.481522 = -5957281.064123
  nChanged 406
		SP:Iteration 15Q (47351.460000 sec): 3 clusters
  Score: Raw -5969791.225210 + Penalty 12321.481522 = -5957469.743687
  nChanged 358
		SP:Iteration 16Q (47351.620000 sec): 3 clusters
  Score: Raw -5969987.090515 + Penalty 12321.481522 = -5957665.608993
  nChanged 350
		SP:Iteration 17Q (47351.780000 sec): 3 clusters
  Score: Raw -5970198.571291 + Penalty 12321.481522 = -5957877.089768
  nChanged 337
		SP:Iteration 18Q (47351.940000 sec): 3 clusters
  Score: Raw -5970405.767753 + Penalty 12321.481522 = -5958084.286231
  nChanged 314
		SP:Iteration 19Q (47352.090000 sec): 3 clusters
  Score: Raw -5970585.678729 + Penalty 12321.481522 = -5958264.197207
  nChanged 271
		SP:Iteration 20F (47352.260000 sec): 3 clusters
  Score: Raw -5970737.695097 + Penalty 12321.481522 = -5958416.213575
  nChanged 266
		SP:Iteration 21Q (47352.420000 sec): 3 clusters
  Score: Raw -5970863.294488 + Penalty 12321.481522 = -5958541.812965
  nChanged 220
		SP:Iteration 22Q (47352.570000 sec): 3 clusters
  Score: Raw -5970952.556464 + Penalty 12321.481522 = -5958631.074942
  nChanged 160
		SP:Iteration 23Q (47352.720000 sec): 3 clusters
  Score: Raw -5971014.626562 + Penalty 12321.481522 = -5958693.145040
  nChanged 134
		SP:Iteration 24Q (47352.870000 sec): 3 clusters
  Score: Raw -5971062.100857 + Penalty 12321.481522 = -5958740.619335
  nChanged 112
		SP:Iteration 25Q (47353.020000 sec): 3 clusters
  Score: Raw -5971103.241434 + Penalty 12321.481522 = -5958781.759911
  nChanged 110
		SP:Iteration 26Q (47353.170000 sec): 3 clusters
  Score: Raw -5971140.894448 + Penalty 12321.481522 = -5958819.412926
  nChanged 104
		SP:Iteration 27Q (47353.320000 sec): 3 clusters
  Score: Raw -5971179.577950 + Penalty 12321.481522 = -5958858.096428
  nChanged 99
		SP:Iteration 28Q (47353.470000 sec): 3 clusters
  Score: Raw -5971217.743779 + Penalty 12321.481522 = -5958896.262256
  nChanged 106
		SP:Iteration 29Q (47353.620000 sec): 3 clusters
  Score: Raw -5971255.757905 + Penalty 12321.481522 = -5958934.276382
  nChanged 74
		SP:Iteration 30Q (47353.760000 sec): 3 clusters
  Score: Raw -5971281.727953 + Penalty 12321.481522 = -5958960.246431
  nChanged 59
		SP:Iteration 31Q (47353.910000 sec): 3 clusters
  Score: Raw -5971300.997290 + Penalty 12321.481522 = -5958979.515768
  nChanged 55
		SP:Iteration 32Q (47354.060000 sec): 3 clusters
  Score: Raw -5971320.423065 + Penalty 12321.481522 = -5958998.941543
  nChanged 62
		SP:Iteration 33Q (47354.200000 sec): 3 clusters
  Score: Raw -5971340.847256 + Penalty 12321.481522 = -5959019.365734
  nChanged 53
		SP:Iteration 34Q (47354.350000 sec): 3 clusters
  Score: Raw -5971358.006940 + Penalty 12321.481522 = -5959036.525418
  nChanged 43
		SP:Iteration 35Q (47354.490000 sec): 3 clusters
  Score: Raw -5971370.340477 + Penalty 12321.481522 = -5959048.858955
  nChanged 29
		SP:Iteration 36Q (47354.640000 sec): 3 clusters
  Score: Raw -5971378.947021 + Penalty 12321.481522 = -5959057.465499
  nChanged 25
		SP:Iteration 37Q (47354.780000 sec): 3 clusters
  Score: Raw -5971386.567250 + Penalty 12321.481522 = -5959065.085727
  nChanged 22
		SP:Iteration 38Q (47354.930000 sec): 3 clusters
  Score: Raw -5971394.103224 + Penalty 12321.481522 = -5959072.621701
  nChanged 28
		SP:Iteration 39Q (47355.080000 sec): 3 clusters
  Score: Raw -5971404.695432 + Penalty 12321.481522 = -5959083.213909
  nChanged 38
		SP:Iteration 40F (47355.250000 sec): 3 clusters
  Score: Raw -5971414.707027 + Penalty 12321.481522 = -5959093.225505
  nChanged 36
		SP:Iteration 41Q (47355.400000 sec): 3 clusters
  Score: Raw -5971425.708823 + Penalty 12321.481522 = -5959104.227301
  nChanged 40
		SP:Iteration 42Q (47355.550000 sec): 3 clusters
  Score: Raw -5971437.747538 + Penalty 12321.481522 = -5959116.266015
  nChanged 29
		SP:Iteration 43Q (47355.700000 sec): 3 clusters
  Score: Raw -5971446.553635 + Penalty 12321.481522 = -5959125.072113
  nChanged 23
		SP:Iteration 44Q (47355.850000 sec): 3 clusters
  Score: Raw -5971453.031722 + Penalty 12321.481522 = -5959131.550200
  nChanged 16
		SP:Iteration 45Q (47356.000000 sec): 3 clusters
  Score: Raw -5971458.108952 + Penalty 12321.481522 = -5959136.627430
  nChanged 10
		SP:Iteration 46Q (47356.150000 sec): 3 clusters
  Score: Raw -5971460.992678 + Penalty 12321.481522 = -5959139.511155
  nChanged 12
		SP:Iteration 47Q (47356.300000 sec): 3 clusters
  Score: Raw -5971464.722388 + Penalty 12321.481522 = -5959143.240865
  nChanged 16
		SP:Iteration 48Q (47356.450000 sec): 3 clusters
  Score: Raw -5971469.237097 + Penalty 12321.481522 = -5959147.755575
  nChanged 12
		SP:Iteration 49Q (47356.600000 sec): 3 clusters
  Score: Raw -5971472.927474 + Penalty 12321.481522 = -5959151.445952
  nChanged 9
		SP:Iteration 50Q (47356.750000 sec): 3 clusters
  Score: Raw -5971475.579426 + Penalty 12321.481522 = -5959154.097904
  nChanged 8
		SP:Iteration 51Q (47356.900000 sec): 3 clusters
  Score: Raw -5971477.771517 + Penalty 12321.481522 = -5959156.289995
  nChanged 10
		SP:Iteration 52Q (47357.050000 sec): 3 clusters
  Score: Raw -5971480.818608 + Penalty 12321.481522 = -5959159.337086
  nChanged 11
		SP:Iteration 53Q (47357.200000 sec): 3 clusters
  Score: Raw -5971484.659337 + Penalty 12321.481522 = -5959163.177814
  nChanged 16
		SP:Iteration 54Q (47357.350000 sec): 3 clusters
  Score: Raw -5971489.707953 + Penalty 12321.481522 = -5959168.226431
  nChanged 19
		SP:Iteration 55Q (47357.500000 sec): 3 clusters
  Score: Raw -5971496.310436 + Penalty 12321.481522 = -5959174.828914
  nChanged 21
		SP:Iteration 56Q (47357.650000 sec): 3 clusters
  Score: Raw -5971505.623399 + Penalty 12321.481522 = -5959184.141877
  nChanged 25
		SP:Iteration 57Q (47357.800000 sec): 3 clusters
  Score: Raw -5971514.112733 + Penalty 12321.481522 = -5959192.631211
  nChanged 26
		SP:Iteration 58Q (47357.940000 sec): 3 clusters
  Score: Raw -5971524.242679 + Penalty 12321.481522 = -5959202.761156
  nChanged 19
		SP:Iteration 59Q (47358.100000 sec): 3 clusters
  Score: Raw -5971529.972856 + Penalty 12321.481522 = -5959208.491333
  nChanged 16
		SP:Iteration 60F (47358.270000 sec): 3 clusters
  Score: Raw -5971534.763083 + Penalty 12321.481522 = -5959213.281560
  nChanged 20
		SP:Iteration 61Q (47358.420000 sec): 3 clusters
  Score: Raw -5971541.517828 + Penalty 12321.481522 = -5959220.036306
  nChanged 11
		SP:Iteration 62Q (47358.570000 sec): 3 clusters
  Score: Raw -5971544.750257 + Penalty 12321.481522 = -5959223.268734
  nChanged 9
		SP:Iteration 63Q (47358.720000 sec): 3 clusters
  Score: Raw -5971547.798266 + Penalty 12321.481522 = -5959226.316743
  nChanged 9
		SP:Iteration 64Q (47358.860000 sec): 3 clusters
  Score: Raw -5971550.854926 + Penalty 12321.481522 = -5959229.373404
  nChanged 15
		SP:Iteration 65Q (47359.010000 sec): 3 clusters
  Score: Raw -5971555.832490 + Penalty 12321.481522 = -5959234.350967
  nChanged 12
		SP:Iteration 66Q (47359.160000 sec): 3 clusters
  Score: Raw -5971559.234738 + Penalty 12321.481522 = -5959237.753216
  nChanged 7
		SP:Iteration 67Q (47359.310000 sec): 3 clusters
  Score: Raw -5971561.549035 + Penalty 12321.481522 = -5959240.067513
  nChanged 5
		SP:Iteration 68Q (47359.460000 sec): 3 clusters
  Score: Raw -5971562.952535 + Penalty 12321.481522 = -5959241.471012
  nChanged 7
		SP:Iteration 69Q (47359.600000 sec): 3 clusters
  Score: Raw -5971565.027889 + Penalty 12321.481522 = -5959243.546367
  nChanged 4
		SP:Iteration 70Q (47359.750000 sec): 3 clusters
  Score: Raw -5971566.009813 + Penalty 12321.481522 = -5959244.528291
  nChanged 3
		SP:Iteration 71Q (47359.900000 sec): 3 clusters
  Score: Raw -5971566.915567 + Penalty 12321.481522 = -5959245.434045
  nChanged 1
		SP:Iteration 72Q (47360.040000 sec): 3 clusters
  Score: Raw -5971567.392861 + Penalty 12321.481522 = -5959245.911339
  nChanged 3
		SP:Iteration 73Q (47360.190000 sec): 3 clusters
  Score: Raw -5971569.431082 + Penalty 12321.481522 = -5959247.949560
  nChanged 7
		SP:Iteration 74Q (47360.340000 sec): 3 clusters
  Score: Raw -5971571.100793 + Penalty 12321.481522 = -5959249.619271
  nChanged 1
		SP:Iteration 75Q (47360.490000 sec): 3 clusters
  Score: Raw -5971571.378021 + Penalty 12321.481522 = -5959249.896499
  nChanged 2
		SP:Iteration 76Q (47360.640000 sec): 3 clusters
  Score: Raw -5971572.004968 + Penalty 12321.481522 = -5959250.523445
  nChanged 2
		SP:Iteration 77Q (47360.780000 sec): 3 clusters
  Score: Raw -5971572.536542 + Penalty 12321.481522 = -5959251.055020
  nChanged 2
		SP:Iteration 78Q (47360.930000 sec): 3 clusters
  Score: Raw -5971573.281451 + Penalty 12321.481522 = -5959251.799929
  nChanged 2
		SP:Iteration 79Q (47361.080000 sec): 3 clusters
  Score: Raw -5971573.732401 + Penalty 12321.481522 = -5959252.250879
  nChanged 1
		SP:Iteration 80F (47361.260000 sec): 3 clusters
  Score: Raw -5971574.102553 + Penalty 12321.481522 = -5959252.621031
  nChanged 3
		SP:Iteration 81Q (47361.400000 sec): 3 clusters
  Score: Raw -5971574.814651 + Penalty 12321.481522 = -5959253.333129
  nChanged 6
		SP:Iteration 82Q (47361.550000 sec): 3 clusters
  Score: Raw -5971577.827389 + Penalty 12321.481522 = -5959256.345866
  nChanged 8
		SP:Iteration 83Q (47361.700000 sec): 3 clusters
  Score: Raw -5971580.264153 + Penalty 12321.481522 = -5959258.782631
  nChanged 7
		SP:Iteration 84Q (47361.850000 sec): 3 clusters
  Score: Raw -5971582.783947 + Penalty 12321.481522 = -5959261.302425
  nChanged 5
		SP:Iteration 85Q (47361.990000 sec): 3 clusters
  Score: Raw -5971584.405436 + Penalty 12321.481522 = -5959262.923913
  nChanged 2
		SP:Iteration 86Q (47362.140000 sec): 3 clusters
  Score: Raw -5971585.201483 + Penalty 12321.481522 = -5959263.719961
  nChanged 5
		SP:Iteration 87Q (47362.290000 sec): 3 clusters
  Score: Raw -5971586.867057 + Penalty 12321.481522 = -5959265.385535
  nChanged 5
		SP:Iteration 88Q (47362.440000 sec): 3 clusters
  Score: Raw -5971588.079859 + Penalty 12321.481522 = -5959266.598337
  nChanged 5
		SP:Iteration 89Q (47362.590000 sec): 3 clusters
  Score: Raw -5971589.226905 + Penalty 12321.481522 = -5959267.745383
  nChanged 6
		SP:Iteration 90Q (47362.730000 sec): 3 clusters
  Score: Raw -5971590.920360 + Penalty 12321.481522 = -5959269.438838
  nChanged 9
		SP:Iteration 91Q (47362.880000 sec): 3 clusters
  Score: Raw -5971594.621817 + Penalty 12321.481522 = -5959273.140295
  nChanged 11
		SP:Iteration 92Q (47363.030000 sec): 3 clusters
  Score: Raw -5971599.673789 + Penalty 12321.481522 = -5959278.192266
  nChanged 12
		SP:Iteration 93Q (47363.170000 sec): 3 clusters
  Score: Raw -5971603.336628 + Penalty 12321.481522 = -5959281.855106
  nChanged 10
		SP:Iteration 94Q (47363.320000 sec): 3 clusters
  Score: Raw -5971606.914015 + Penalty 12321.481522 = -5959285.432493
  nChanged 8
		SP:Iteration 95Q (47363.470000 sec): 3 clusters
  Score: Raw -5971608.955180 + Penalty 12321.481522 = -5959287.473658
  nChanged 6
		SP:Iteration 96Q (47363.620000 sec): 3 clusters
  Score: Raw -5971611.331695 + Penalty 12321.481522 = -5959289.850173
  nChanged 9
		SP:Iteration 97Q (47363.770000 sec): 3 clusters
  Score: Raw -5971614.147790 + Penalty 12321.481522 = -5959292.666268
  nChanged 7
		SP:Iteration 98Q (47363.910000 sec): 3 clusters
  Score: Raw -5971616.404159 + Penalty 12321.481522 = -5959294.922636
  nChanged 3
		SP:Iteration 99Q (47364.060000 sec): 3 clusters
  Score: Raw -5971617.157764 + Penalty 12321.481522 = -5959295.676242
  nChanged 2
		SP:Iteration 100F (47364.240000 sec): 3 clusters
  Score: Raw -5971617.530455 + Penalty 12321.481522 = -5959296.048932
  nChanged 2
		SP:Iteration 101Q (47364.390000 sec): 3 clusters
  Score: Raw -5971618.162122 + Penalty 12321.481522 = -5959296.680600
  nChanged 5
		SP:Iteration 102Q (47364.530000 sec): 3 clusters
  Score: Raw -5971620.571146 + Penalty 12321.481522 = -5959299.089624
  nChanged 5
		SP:Iteration 103Q (47364.680000 sec): 3 clusters
  Score: Raw -5971622.018861 + Penalty 12321.481522 = -5959300.537339
  nChanged 3
		SP:Iteration 104Q (47364.830000 sec): 3 clusters
  Score: Raw -5971622.872677 + Penalty 12321.481522 = -5959301.391154
  nChanged 0
		SP:Iteration 105F (47365.010000 sec): 3 clusters
  Score: Raw -5971622.872677 + Penalty 12321.481522 = -5959301.391154
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (68165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47365.470000 sec): 2 clusters
  Score: Raw -18371194.386100 + Penalty 6816.932991 = -18364377.453110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47365.990000 sec): 3 clusters
  Score: Raw -18330559.433373 + Penalty 13633.865982 = -18316925.567391
  nChanged 30446
		SP:Iteration 1F (47366.510000 sec): 3 clusters
  Score: Raw -18347064.230882 + Penalty 13633.865982 = -18333430.364900
  nChanged 3124
		SP:Iteration 2Q (47367.040000 sec): 3 clusters
  Score: Raw -18348029.968157 + Penalty 13633.865982 = -18334396.102175
  nChanged 2736
		SP:Iteration 3Q (47367.570000 sec): 3 clusters
  Score: Raw -18348840.865701 + Penalty 13633.865982 = -18335206.999719
  nChanged 2528
		SP:Iteration 4Q (47368.100000 sec): 3 clusters
  Score: Raw -18349596.262845 + Penalty 13633.865982 = -18335962.396863
  nChanged 2465
		SP:Iteration 5Q (47368.620000 sec): 3 clusters
  Score: Raw -18350371.990957 + Penalty 13633.865982 = -18336738.124975
  nChanged 2523
		SP:Iteration 6Q (47369.140000 sec): 3 clusters
  Score: Raw -18351290.813349 + Penalty 13633.865982 = -18337656.947367
  nChanged 2792
		SP:Iteration 7Q (47369.660000 sec): 3 clusters
  Score: Raw -18352477.041528 + Penalty 13633.865982 = -18338843.175546
  nChanged 3286
		SP:Iteration 8Q (47370.190000 sec): 3 clusters
  Score: Raw -18354141.814690 + Penalty 13633.865982 = -18340507.948708
  nChanged 3759
		SP:Iteration 9F (47370.700000 sec): 3 clusters
  Score: Raw -18356453.386555 + Penalty 13633.865982 = -18342819.520573
  nChanged 4216
		SP:Iteration 10F (47371.220000 sec): 3 clusters
  Score: Raw -18359389.293561 + Penalty 13633.865982 = -18345755.427580
  nChanged 4109
		SP:Iteration 11F (47371.740000 sec): 3 clusters
  Score: Raw -18362434.875109 + Penalty 13633.865982 = -18348801.009127
  nChanged 3645
		SP:Iteration 12F (47372.250000 sec): 3 clusters
  Score: Raw -18365229.952072 + Penalty 13633.865982 = -18351596.086090
  nChanged 2873
		SP:Iteration 13Q (47372.770000 sec): 3 clusters
  Score: Raw -18367460.841287 + Penalty 13633.865982 = -18353826.975305
  nChanged 2120
		SP:Iteration 14Q (47373.280000 sec): 3 clusters
  Score: Raw -18369129.874981 + Penalty 13633.865982 = -18355496.009000
  nChanged 1381
		SP:Iteration 15Q (47373.780000 sec): 3 clusters
  Score: Raw -18370223.533762 + Penalty 13633.865982 = -18356589.667780
  nChanged 849
		SP:Iteration 16Q (47374.260000 sec): 3 clusters
  Score: Raw -18370896.602060 + Penalty 13633.865982 = -18357262.736078
  nChanged 491
		SP:Iteration 17Q (47374.700000 sec): 3 clusters
  Score: Raw -18371285.700697 + Penalty 13633.865982 = -18357651.834715
  nChanged 273
		SP:Iteration 18Q (47375.130000 sec): 3 clusters
  Score: Raw -18371505.487326 + Penalty 13633.865982 = -18357871.621344
  nChanged 158
		SP:Iteration 19Q (47375.540000 sec): 3 clusters
  Score: Raw -18371634.596867 + Penalty 13633.865982 = -18358000.730885
  nChanged 114
		SP:Iteration 20F (47376.040000 sec): 3 clusters
  Score: Raw -18371726.944091 + Penalty 13633.865982 = -18358093.078109
  nChanged 85
		SP:Iteration 21Q (47376.420000 sec): 3 clusters
  Score: Raw -18371798.433079 + Penalty 13633.865982 = -18358164.567097
  nChanged 64
		SP:Iteration 22Q (47376.800000 sec): 3 clusters
  Score: Raw -18371856.214949 + Penalty 13633.865982 = -18358222.348967
  nChanged 52
		SP:Iteration 23Q (47377.180000 sec): 3 clusters
  Score: Raw -18371901.806722 + Penalty 13633.865982 = -18358267.940741
  nChanged 37
		SP:Iteration 24Q (47377.550000 sec): 3 clusters
  Score: Raw -18371940.407412 + Penalty 13633.865982 = -18358306.541431
  nChanged 32
		SP:Iteration 25Q (47377.920000 sec): 3 clusters
  Score: Raw -18371967.930871 + Penalty 13633.865982 = -18358334.064889
  nChanged 17
		SP:Iteration 26Q (47378.290000 sec): 3 clusters
  Score: Raw -18371984.482046 + Penalty 13633.865982 = -18358350.616064
  nChanged 18
		SP:Iteration 27Q (47378.670000 sec): 3 clusters
  Score: Raw -18372000.736918 + Penalty 13633.865982 = -18358366.870937
  nChanged 15
		SP:Iteration 28Q (47379.040000 sec): 3 clusters
  Score: Raw -18372014.047788 + Penalty 13633.865982 = -18358380.181806
  nChanged 13
		SP:Iteration 29Q (47379.400000 sec): 3 clusters
  Score: Raw -18372026.111843 + Penalty 13633.865982 = -18358392.245861
  nChanged 9
		SP:Iteration 30Q (47379.770000 sec): 3 clusters
  Score: Raw -18372034.784098 + Penalty 13633.865982 = -18358400.918117
  nChanged 8
		SP:Iteration 31Q (47380.130000 sec): 3 clusters
  Score: Raw -18372041.952808 + Penalty 13633.865982 = -18358408.086827
  nChanged 5
		SP:Iteration 32Q (47380.490000 sec): 3 clusters
  Score: Raw -18372047.962958 + Penalty 13633.865982 = -18358414.096976
  nChanged 9
		SP:Iteration 33Q (47380.860000 sec): 3 clusters
  Score: Raw -18372057.678381 + Penalty 13633.865982 = -18358423.812400
  nChanged 6
		SP:Iteration 34Q (47381.220000 sec): 3 clusters
  Score: Raw -18372062.865753 + Penalty 13633.865982 = -18358428.999772
  nChanged 4
		SP:Iteration 35Q (47381.580000 sec): 3 clusters
  Score: Raw -18372069.198335 + Penalty 13633.865982 = -18358435.332354
  nChanged 8
		SP:Iteration 36Q (47381.940000 sec): 3 clusters
  Score: Raw -18372078.008545 + Penalty 13633.865982 = -18358444.142563
  nChanged 12
		SP:Iteration 37Q (47382.300000 sec): 3 clusters
  Score: Raw -18372088.102989 + Penalty 13633.865982 = -18358454.237008
  nChanged 7
		SP:Iteration 38Q (47382.650000 sec): 3 clusters
  Score: Raw -18372094.704385 + Penalty 13633.865982 = -18358460.838404
  nChanged 5
		SP:Iteration 39Q (47383.010000 sec): 3 clusters
  Score: Raw -18372099.837406 + Penalty 13633.865982 = -18358465.971425
  nChanged 5
		SP:Iteration 40F (47383.500000 sec): 3 clusters
  Score: Raw -18372104.067853 + Penalty 13633.865982 = -18358470.201871
  nChanged 2
		SP:Iteration 41Q (47383.870000 sec): 3 clusters
  Score: Raw -18372105.940032 + Penalty 13633.865982 = -18358472.074050
  nChanged 2
		SP:Iteration 42Q (47384.240000 sec): 3 clusters
  Score: Raw -18372107.314972 + Penalty 13633.865982 = -18358473.448990
  nChanged 1
		SP:Iteration 43Q (47384.600000 sec): 3 clusters
  Score: Raw -18372107.970540 + Penalty 13633.865982 = -18358474.104558
  nChanged 0
		SP:Iteration 44F (47385.090000 sec): 3 clusters
  Score: Raw -18372107.970540 + Penalty 13633.865982 = -18358474.104558
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (150763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47386.010000 sec): 2 clusters
  Score: Raw -40007385.353247 + Penalty 7303.121912 = -40000082.231334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47387.120000 sec): 3 clusters
  Score: Raw -39912978.274660 + Penalty 14606.243824 = -39898372.030836
  nChanged 70099
		SP:Iteration 1F (47388.220000 sec): 3 clusters
  Score: Raw -39952287.765568 + Penalty 14606.243824 = -39937681.521743
  nChanged 6061
		SP:Iteration 2Q (47389.330000 sec): 3 clusters
  Score: Raw -39954059.195412 + Penalty 14606.243824 = -39939452.951587
  nChanged 6326
		SP:Iteration 3Q (47390.440000 sec): 3 clusters
  Score: Raw -39956126.697391 + Penalty 14606.243824 = -39941520.453567
  nChanged 6802
		SP:Iteration 4Q (47391.580000 sec): 3 clusters
  Score: Raw -39958766.238917 + Penalty 14606.243824 = -39944159.995093
  nChanged 7804
		SP:Iteration 5F (47392.720000 sec): 3 clusters
  Score: Raw -39962380.888413 + Penalty 14606.243824 = -39947774.644589
  nChanged 8814
		SP:Iteration 6F (47393.830000 sec): 3 clusters
  Score: Raw -39967263.451843 + Penalty 14606.243824 = -39952657.208019
  nChanged 9756
		SP:Iteration 7F (47394.980000 sec): 3 clusters
  Score: Raw -39973420.132201 + Penalty 14606.243824 = -39958813.888377
  nChanged 9994
		SP:Iteration 8F (47396.070000 sec): 3 clusters
  Score: Raw -39980431.028235 + Penalty 14606.243824 = -39965824.784411
  nChanged 9502
		SP:Iteration 9F (47397.180000 sec): 3 clusters
  Score: Raw -39987605.748537 + Penalty 14606.243824 = -39972999.504713
  nChanged 8167
		SP:Iteration 10F (47398.310000 sec): 3 clusters
  Score: Raw -39994218.011471 + Penalty 14606.243824 = -39979611.767647
  nChanged 6509
		SP:Iteration 11Q (47399.450000 sec): 3 clusters
  Score: Raw -39999732.483395 + Penalty 14606.243824 = -39985126.239571
  nChanged 4444
		SP:Iteration 12Q (47400.530000 sec): 3 clusters
  Score: Raw -40003605.572159 + Penalty 14606.243824 = -39988999.328335
  nChanged 2568
		SP:Iteration 13Q (47401.530000 sec): 3 clusters
  Score: Raw -40005865.242833 + Penalty 14606.243824 = -39991258.999009
  nChanged 1280
		SP:Iteration 14Q (47402.450000 sec): 3 clusters
  Score: Raw -40007095.571522 + Penalty 14606.243824 = -39992489.327698
  nChanged 630
		SP:Iteration 15Q (47403.290000 sec): 3 clusters
  Score: Raw -40007706.903404 + Penalty 14606.243824 = -39993100.659580
  nChanged 330
		SP:Iteration 16Q (47404.110000 sec): 3 clusters
  Score: Raw -40007993.094118 + Penalty 14606.243824 = -39993386.850293
  nChanged 189
		SP:Iteration 17Q (47404.900000 sec): 3 clusters
  Score: Raw -40008153.035840 + Penalty 14606.243824 = -39993546.792016
  nChanged 122
		SP:Iteration 18Q (47405.680000 sec): 3 clusters
  Score: Raw -40008241.818875 + Penalty 14606.243824 = -39993635.575050
  nChanged 86
		SP:Iteration 19Q (47406.450000 sec): 3 clusters
  Score: Raw -40008308.932183 + Penalty 14606.243824 = -39993702.688359
  nChanged 65
		SP:Iteration 20F (47407.550000 sec): 3 clusters
  Score: Raw -40008351.018918 + Penalty 14606.243824 = -39993744.775094
  nChanged 41
		SP:Iteration 21Q (47408.350000 sec): 3 clusters
  Score: Raw -40008381.878950 + Penalty 14606.243824 = -39993775.635126
  nChanged 34
		SP:Iteration 22Q (47409.150000 sec): 3 clusters
  Score: Raw -40008407.697350 + Penalty 14606.243824 = -39993801.453526
  nChanged 38
		SP:Iteration 23Q (47409.950000 sec): 3 clusters
  Score: Raw -40008433.439931 + Penalty 14606.243824 = -39993827.196107
  nChanged 23
		SP:Iteration 24Q (47410.740000 sec): 3 clusters
  Score: Raw -40008450.635912 + Penalty 14606.243824 = -39993844.392088
  nChanged 16
		SP:Iteration 25Q (47411.540000 sec): 3 clusters
  Score: Raw -40008462.004428 + Penalty 14606.243824 = -39993855.760604
  nChanged 11
		SP:Iteration 26Q (47412.330000 sec): 3 clusters
  Score: Raw -40008469.899616 + Penalty 14606.243824 = -39993863.655792
  nChanged 11
		SP:Iteration 27Q (47413.120000 sec): 3 clusters
  Score: Raw -40008476.626907 + Penalty 14606.243824 = -39993870.383083
  nChanged 7
		SP:Iteration 28Q (47413.900000 sec): 3 clusters
  Score: Raw -40008481.098989 + Penalty 14606.243824 = -39993874.855164
  nChanged 4
		SP:Iteration 29Q (47414.660000 sec): 3 clusters
  Score: Raw -40008483.600006 + Penalty 14606.243824 = -39993877.356182
  nChanged 7
		SP:Iteration 30Q (47415.410000 sec): 3 clusters
  Score: Raw -40008487.709572 + Penalty 14606.243824 = -39993881.465747
  nChanged 9
		SP:Iteration 31Q (47416.170000 sec): 3 clusters
  Score: Raw -40008492.942966 + Penalty 14606.243824 = -39993886.699141
  nChanged 6
		SP:Iteration 32Q (47416.930000 sec): 3 clusters
  Score: Raw -40008496.819015 + Penalty 14606.243824 = -39993890.575191
  nChanged 11
		SP:Iteration 33Q (47417.690000 sec): 3 clusters
  Score: Raw -40008502.769696 + Penalty 14606.243824 = -39993896.525872
  nChanged 7
		SP:Iteration 34Q (47418.450000 sec): 3 clusters
  Score: Raw -40008506.058255 + Penalty 14606.243824 = -39993899.814431
  nChanged 7
		SP:Iteration 35Q (47419.210000 sec): 3 clusters
  Score: Raw -40008510.059139 + Penalty 14606.243824 = -39993903.815315
  nChanged 4
		SP:Iteration 36Q (47419.970000 sec): 3 clusters
  Score: Raw -40008511.938432 + Penalty 14606.243824 = -39993905.694608
  nChanged 2
		SP:Iteration 37Q (47420.720000 sec): 3 clusters
  Score: Raw -40008513.409731 + Penalty 14606.243824 = -39993907.165906
  nChanged 2
		SP:Iteration 38Q (47421.480000 sec): 3 clusters
  Score: Raw -40008515.297672 + Penalty 14606.243824 = -39993909.053848
  nChanged 3
		SP:Iteration 39Q (47422.240000 sec): 3 clusters
  Score: Raw -40008517.681552 + Penalty 14606.243824 = -39993911.437728
  nChanged 3
		SP:Iteration 40F (47423.320000 sec): 3 clusters
  Score: Raw -40008519.005128 + Penalty 14606.243824 = -39993912.761304
  nChanged 1
		SP:Iteration 41Q (47424.080000 sec): 3 clusters
  Score: Raw -40008519.428143 + Penalty 14606.243824 = -39993913.184319
  nChanged 1
		SP:Iteration 42Q (47424.840000 sec): 3 clusters
  Score: Raw -40008520.192813 + Penalty 14606.243824 = -39993913.948989
  nChanged 1
		SP:Iteration 43Q (47425.620000 sec): 3 clusters
  Score: Raw -40008520.661454 + Penalty 14606.243824 = -39993914.417630
  nChanged 0
		SP:Iteration 44F (47426.700000 sec): 3 clusters
  Score: Raw -40008520.661454 + Penalty 14606.243824 = -39993914.417630
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47426.800000 sec): 2 clusters
  Score: Raw -205085.811716 + Penalty 4133.615223 = -200952.196493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47426.800000 sec): 3 clusters
  Score: Raw -205516.256247 + Penalty 8267.230446 = -197249.025801
  nChanged 161
		SP:Iteration 1F (47426.810000 sec): 3 clusters
  Score: Raw -206067.447960 + Penalty 8267.230446 = -197800.217515
  nChanged 49
		SP:Iteration 2F (47426.820000 sec): 3 clusters
  Score: Raw -206318.401182 + Penalty 8267.230446 = -198051.170736
  nChanged 34
		SP:Iteration 3Q (47426.820000 sec): 3 clusters
  Score: Raw -206499.080313 + Penalty 8267.230446 = -198231.849867
  nChanged 13
		SP:Iteration 4Q (47426.830000 sec): 3 clusters
  Score: Raw -206530.655081 + Penalty 8267.230446 = -198263.424636
  nChanged 5
		SP:Iteration 5Q (47426.840000 sec): 3 clusters
  Score: Raw -206544.260563 + Penalty 8267.230446 = -198277.030118
  nChanged 4
		SP:Iteration 6Q (47426.840000 sec): 3 clusters
  Score: Raw -206564.937259 + Penalty 8267.230446 = -198297.706814
  nChanged 6
		SP:Iteration 7Q (47426.850000 sec): 3 clusters
  Score: Raw -206584.050330 + Penalty 8267.230446 = -198316.819884
  nChanged 7
		SP:Iteration 8Q (47426.850000 sec): 3 clusters
  Score: Raw -206605.706524 + Penalty 8267.230446 = -198338.476079
  nChanged 3
		SP:Iteration 9Q (47426.860000 sec): 3 clusters
  Score: Raw -206614.551816 + Penalty 8267.230446 = -198347.321370
  nChanged 3
		SP:Iteration 10Q (47426.860000 sec): 3 clusters
  Score: Raw -206623.742657 + Penalty 8267.230446 = -198356.512211
  nChanged 2
		SP:Iteration 11Q (47426.870000 sec): 3 clusters
  Score: Raw -206634.964732 + Penalty 8267.230446 = -198367.734286
  nChanged 2
		SP:Iteration 12Q (47426.880000 sec): 3 clusters
  Score: Raw -206778.067331 + Penalty 8267.230446 = -198510.836886
  nChanged 14
		SP:Iteration 13Q (47426.880000 sec): 3 clusters
  Score: Raw -206857.079630 + Penalty 8267.230446 = -198589.849184
  nChanged 12
		SP:Iteration 14Q (47426.880000 sec): 3 clusters
  Score: Raw -206898.933240 + Penalty 8267.230446 = -198631.702795
  nChanged 10
		SP:Iteration 15Q (47426.890000 sec): 3 clusters
  Score: Raw -206933.279842 + Penalty 8267.230446 = -198666.049396
  nChanged 10
		SP:Iteration 16Q (47426.900000 sec): 3 clusters
  Score: Raw -206987.213783 + Penalty 8267.230446 = -198719.983338
  nChanged 6
		SP:Iteration 17Q (47426.900000 sec): 3 clusters
  Score: Raw -207012.009000 + Penalty 8267.230446 = -198744.778554
  nChanged 5
		SP:Iteration 18Q (47426.900000 sec): 3 clusters
  Score: Raw -207024.708941 + Penalty 8267.230446 = -198757.478495
  nChanged 6
		SP:Iteration 19Q (47426.910000 sec): 3 clusters
  Score: Raw -207039.543291 + Penalty 8267.230446 = -198772.312846
  nChanged 8
		SP:Iteration 20F (47426.920000 sec): 3 clusters
  Score: Raw -207093.718806 + Penalty 8267.230446 = -198826.488360
  nChanged 9
		SP:Iteration 21Q (47426.920000 sec): 3 clusters
  Score: Raw -207210.063886 + Penalty 8267.230446 = -198942.833440
  nChanged 16
		SP:Iteration 22Q (47426.930000 sec): 3 clusters
  Score: Raw -207325.885716 + Penalty 8267.230446 = -199058.655271
  nChanged 11
		SP:Iteration 23Q (47426.930000 sec): 3 clusters
  Score: Raw -207488.104590 + Penalty 8267.230446 = -199220.874144
  nChanged 11
		SP:Iteration 24Q (47426.940000 sec): 3 clusters
  Score: Raw -207558.659507 + Penalty 8267.230446 = -199291.429062
  nChanged 21
		SP:Iteration 25Q (47426.940000 sec): 3 clusters
  Score: Raw -207661.840232 + Penalty 8267.230446 = -199394.609786
  nChanged 9
		SP:Iteration 26Q (47426.950000 sec): 3 clusters
  Score: Raw -207712.394394 + Penalty 8267.230446 = -199445.163948
  nChanged 8
		SP:Iteration 27Q (47426.950000 sec): 3 clusters
  Score: Raw -207753.201944 + Penalty 8267.230446 = -199485.971499
  nChanged 7
		SP:Iteration 28Q (47426.960000 sec): 3 clusters
  Score: Raw -207814.841942 + Penalty 8267.230446 = -199547.611496
  nChanged 11
		SP:Iteration 29Q (47426.960000 sec): 3 clusters
  Score: Raw -207871.964827 + Penalty 8267.230446 = -199604.734381
  nChanged 7
		SP:Iteration 30Q (47426.960000 sec): 3 clusters
  Score: Raw -207904.767303 + Penalty 8267.230446 = -199637.536857
  nChanged 6
		SP:Iteration 31Q (47426.970000 sec): 3 clusters
  Score: Raw -207932.932972 + Penalty 8267.230446 = -199665.702527
  nChanged 4
		SP:Iteration 32Q (47426.980000 sec): 3 clusters
  Score: Raw -207954.332590 + Penalty 8267.230446 = -199687.102144
  nChanged 4
		SP:Iteration 33Q (47426.980000 sec): 3 clusters
  Score: Raw -207978.243596 + Penalty 8267.230446 = -199711.013150
  nChanged 7
		SP:Iteration 34Q (47426.980000 sec): 3 clusters
  Score: Raw -208036.578549 + Penalty 8267.230446 = -199769.348103
  nChanged 4
		SP:Iteration 35Q (47426.990000 sec): 3 clusters
  Score: Raw -208066.952150 + Penalty 8267.230446 = -199799.721704
  nChanged 1
		SP:Iteration 36Q (47426.990000 sec): 3 clusters
  Score: Raw -208075.119038 + Penalty 8267.230446 = -199807.888593
  nChanged 1
		SP:Iteration 37Q (47427.000000 sec): 3 clusters
  Score: Raw -208098.065175 + Penalty 8267.230446 = -199830.834730
  nChanged 3
		SP:Iteration 38Q (47427.000000 sec): 3 clusters
  Score: Raw -208112.136108 + Penalty 8267.230446 = -199844.905662
  nChanged 2
		SP:Iteration 39Q (47427.010000 sec): 3 clusters
  Score: Raw -208119.560041 + Penalty 8267.230446 = -199852.329595
  nChanged 1
		SP:Iteration 40F (47427.020000 sec): 3 clusters
  Score: Raw -208130.151823 + Penalty 8267.230446 = -199862.921378
  nChanged 2
		SP:Iteration 41Q (47427.020000 sec): 3 clusters
  Score: Raw -208157.441706 + Penalty 8267.230446 = -199890.211260
  nChanged 2
		SP:Iteration 42Q (47427.020000 sec): 3 clusters
  Score: Raw -208167.643034 + Penalty 8267.230446 = -199900.412588
  nChanged 3
		SP:Iteration 43Q (47427.030000 sec): 3 clusters
  Score: Raw -208207.998960 + Penalty 8267.230446 = -199940.768514
  nChanged 4
		SP:Iteration 44Q (47427.040000 sec): 3 clusters
  Score: Raw -208250.962365 + Penalty 8267.230446 = -199983.731919
  nChanged 3
		SP:Iteration 45Q (47427.040000 sec): 3 clusters
  Score: Raw -208303.198308 + Penalty 8267.230446 = -200035.967863
  nChanged 1
		SP:Iteration 46Q (47427.040000 sec): 3 clusters
  Score: Raw -208309.241802 + Penalty 8267.230446 = -200042.011356
  nChanged 2
		SP:Iteration 47Q (47427.050000 sec): 3 clusters
  Score: Raw -208321.570702 + Penalty 8267.230446 = -200054.340256
  nChanged 1
		SP:Iteration 48Q (47427.050000 sec): 3 clusters
  Score: Raw -208327.675003 + Penalty 8267.230446 = -200060.444558
  nChanged 0
		SP:Iteration 49F (47427.060000 sec): 3 clusters
  Score: Raw -208327.675003 + Penalty 8267.230446 = -200060.444558
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47427.080000 sec): 2 clusters
  Score: Raw -449125.512474 + Penalty 4572.363176 = -444553.149298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47427.090000 sec): 3 clusters
  Score: Raw -448880.451885 + Penalty 9144.726352 = -439735.725533
  nChanged 373
		SP:Iteration 1F (47427.100000 sec): 3 clusters
  Score: Raw -449446.403649 + Penalty 9144.726352 = -440301.677297
  nChanged 101
		SP:Iteration 2F (47427.110000 sec): 3 clusters
  Score: Raw -449607.990807 + Penalty 9144.726352 = -440463.264455
  nChanged 43
		SP:Iteration 3Q (47427.130000 sec): 3 clusters
  Score: Raw -449678.885657 + Penalty 9144.726352 = -440534.159304
  nChanged 30
		SP:Iteration 4Q (47427.140000 sec): 3 clusters
  Score: Raw -449729.526604 + Penalty 9144.726352 = -440584.800251
  nChanged 17
		SP:Iteration 5Q (47427.150000 sec): 3 clusters
  Score: Raw -449759.325720 + Penalty 9144.726352 = -440614.599368
  nChanged 17
		SP:Iteration 6Q (47427.160000 sec): 3 clusters
  Score: Raw -449783.702189 + Penalty 9144.726352 = -440638.975837
  nChanged 8
		SP:Iteration 7Q (47427.180000 sec): 3 clusters
  Score: Raw -449797.062957 + Penalty 9144.726352 = -440652.336605
  nChanged 5
		SP:Iteration 8Q (47427.190000 sec): 3 clusters
  Score: Raw -449812.360357 + Penalty 9144.726352 = -440667.634005
  nChanged 10
		SP:Iteration 9Q (47427.200000 sec): 3 clusters
  Score: Raw -449825.475161 + Penalty 9144.726352 = -440680.748809
  nChanged 6
		SP:Iteration 10Q (47427.210000 sec): 3 clusters
  Score: Raw -449833.281309 + Penalty 9144.726352 = -440688.554957
  nChanged 4
		SP:Iteration 11Q (47427.220000 sec): 3 clusters
  Score: Raw -449838.754740 + Penalty 9144.726352 = -440694.028388
  nChanged 3
		SP:Iteration 12Q (47427.230000 sec): 3 clusters
  Score: Raw -449844.153151 + Penalty 9144.726352 = -440699.426799
  nChanged 5
		SP:Iteration 13Q (47427.240000 sec): 3 clusters
  Score: Raw -449850.806068 + Penalty 9144.726352 = -440706.079716
  nChanged 6
		SP:Iteration 14Q (47427.260000 sec): 3 clusters
  Score: Raw -449863.654634 + Penalty 9144.726352 = -440718.928282
  nChanged 4
		SP:Iteration 15Q (47427.270000 sec): 3 clusters
  Score: Raw -449870.019314 + Penalty 9144.726352 = -440725.292962
  nChanged 2
		SP:Iteration 16Q (47427.280000 sec): 3 clusters
  Score: Raw -449873.122612 + Penalty 9144.726352 = -440728.396260
  nChanged 0
		SP:Iteration 17F (47427.300000 sec): 3 clusters
  Score: Raw -449873.122612 + Penalty 9144.726352 = -440728.396260
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47427.300000 sec): 2 clusters
  Score: Raw -134215.850931 + Penalty 3839.821474 = -130376.029457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47427.310000 sec): 3 clusters
  Score: Raw -134626.004754 + Penalty 7679.642948 = -126946.361806
  nChanged 51
		SP:Iteration 1F (47427.310000 sec): 3 clusters
  Score: Raw -134856.060929 + Penalty 7679.642948 = -127176.417981
  nChanged 11
		SP:Iteration 2Q (47427.320000 sec): 3 clusters
  Score: Raw -134907.517737 + Penalty 7679.642948 = -127227.874789
  nChanged 5
		SP:Iteration 3Q (47427.320000 sec): 3 clusters
  Score: Raw -134927.410547 + Penalty 7679.642948 = -127247.767600
  nChanged 2
		SP:Iteration 4Q (47427.320000 sec): 3 clusters
  Score: Raw -134951.210887 + Penalty 7679.642948 = -127271.567939
  nChanged 1
		SP:Iteration 5Q (47427.330000 sec): 3 clusters
  Score: Raw -134960.717804 + Penalty 7679.642948 = -127281.074857
  nChanged 1
		SP:Iteration 6Q (47427.330000 sec): 3 clusters
  Score: Raw -134965.607358 + Penalty 7679.642948 = -127285.964411
  nChanged 0
		SP:Iteration 7F (47427.340000 sec): 3 clusters
  Score: Raw -134965.607358 + Penalty 7679.642948 = -127285.964411
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47427.460000 sec): 2 clusters
  Score: Raw -4631449.446889 + Penalty 5987.831745 = -4625461.615144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47427.590000 sec): 3 clusters
  Score: Raw -4622297.942912 + Penalty 11975.663491 = -4610322.279421
  nChanged 7127
		SP:Iteration 1F (47427.710000 sec): 3 clusters
  Score: Raw -4626276.122736 + Penalty 11975.663491 = -4614300.459245
  nChanged 1289
		SP:Iteration 2F (47427.840000 sec): 3 clusters
  Score: Raw -4626979.489732 + Penalty 11975.663491 = -4615003.826241
  nChanged 956
		SP:Iteration 3F (47427.970000 sec): 3 clusters
  Score: Raw -4627439.799909 + Penalty 11975.663491 = -4615464.136419
  nChanged 714
		SP:Iteration 4Q (47428.100000 sec): 3 clusters
  Score: Raw -4627768.087328 + Penalty 11975.663491 = -4615792.423837
  nChanged 597
		SP:Iteration 5Q (47428.230000 sec): 3 clusters
  Score: Raw -4628019.087076 + Penalty 11975.663491 = -4616043.423585
  nChanged 502
		SP:Iteration 6Q (47428.360000 sec): 3 clusters
  Score: Raw -4628229.261694 + Penalty 11975.663491 = -4616253.598204
  nChanged 428
		SP:Iteration 7Q (47428.480000 sec): 3 clusters
  Score: Raw -4628405.199647 + Penalty 11975.663491 = -4616429.536156
  nChanged 389
		SP:Iteration 8Q (47428.610000 sec): 3 clusters
  Score: Raw -4628551.605692 + Penalty 11975.663491 = -4616575.942201
  nChanged 360
		SP:Iteration 9Q (47428.740000 sec): 3 clusters
  Score: Raw -4628682.233303 + Penalty 11975.663491 = -4616706.569812
  nChanged 330
		SP:Iteration 10Q (47428.870000 sec): 3 clusters
  Score: Raw -4628805.827219 + Penalty 11975.663491 = -4616830.163728
  nChanged 320
		SP:Iteration 11Q (47429.000000 sec): 3 clusters
  Score: Raw -4628927.507733 + Penalty 11975.663491 = -4616951.844242
  nChanged 296
		SP:Iteration 12Q (47429.130000 sec): 3 clusters
  Score: Raw -4629048.877162 + Penalty 11975.663491 = -4617073.213672
  nChanged 314
		SP:Iteration 13Q (47429.250000 sec): 3 clusters
  Score: Raw -4629188.835573 + Penalty 11975.663491 = -4617213.172082
  nChanged 334
		SP:Iteration 14Q (47429.380000 sec): 3 clusters
  Score: Raw -4629330.273129 + Penalty 11975.663491 = -4617354.609638
  nChanged 327
		SP:Iteration 15Q (47429.510000 sec): 3 clusters
  Score: Raw -4629483.045158 + Penalty 11975.663491 = -4617507.381667
  nChanged 356
		SP:Iteration 16Q (47429.640000 sec): 3 clusters
  Score: Raw -4629655.647328 + Penalty 11975.663491 = -4617679.983837
  nChanged 363
		SP:Iteration 17Q (47429.760000 sec): 3 clusters
  Score: Raw -4629851.449027 + Penalty 11975.663491 = -4617875.785537
  nChanged 387
		SP:Iteration 18Q (47429.890000 sec): 3 clusters
  Score: Raw -4630063.087242 + Penalty 11975.663491 = -4618087.423751
  nChanged 395
		SP:Iteration 19Q (47430.010000 sec): 3 clusters
  Score: Raw -4630268.836228 + Penalty 11975.663491 = -4618293.172737
  nChanged 369
		SP:Iteration 20F (47430.140000 sec): 3 clusters
  Score: Raw -4630468.803748 + Penalty 11975.663491 = -4618493.140257
  nChanged 373
		SP:Iteration 21Q (47430.260000 sec): 3 clusters
  Score: Raw -4630694.441583 + Penalty 11975.663491 = -4618718.778092
  nChanged 400
		SP:Iteration 22Q (47430.390000 sec): 3 clusters
  Score: Raw -4630935.673505 + Penalty 11975.663491 = -4618960.010014
  nChanged 428
		SP:Iteration 23Q (47430.510000 sec): 3 clusters
  Score: Raw -4631208.453599 + Penalty 11975.663491 = -4619232.790108
  nChanged 422
		SP:Iteration 24Q (47430.630000 sec): 3 clusters
  Score: Raw -4631481.535339 + Penalty 11975.663491 = -4619505.871848
  nChanged 405
		SP:Iteration 25Q (47430.750000 sec): 3 clusters
  Score: Raw -4631752.326401 + Penalty 11975.663491 = -4619776.662910
  nChanged 453
		SP:Iteration 26Q (47430.870000 sec): 3 clusters
  Score: Raw -4632064.870441 + Penalty 11975.663491 = -4620089.206950
  nChanged 441
		SP:Iteration 27Q (47430.990000 sec): 3 clusters
  Score: Raw -4632381.455146 + Penalty 11975.663491 = -4620405.791655
  nChanged 424
		SP:Iteration 28Q (47431.100000 sec): 3 clusters
  Score: Raw -4632678.778370 + Penalty 11975.663491 = -4620703.114879
  nChanged 426
		SP:Iteration 29Q (47431.220000 sec): 3 clusters
  Score: Raw -4632972.360385 + Penalty 11975.663491 = -4620996.696894
  nChanged 365
		SP:Iteration 30Q (47431.330000 sec): 3 clusters
  Score: Raw -4633191.358181 + Penalty 11975.663491 = -4621215.694690
  nChanged 286
		SP:Iteration 31Q (47431.450000 sec): 3 clusters
  Score: Raw -4633342.618663 + Penalty 11975.663491 = -4621366.955172
  nChanged 229
		SP:Iteration 32Q (47431.560000 sec): 3 clusters
  Score: Raw -4633455.050933 + Penalty 11975.663491 = -4621479.387442
  nChanged 202
		SP:Iteration 33Q (47431.670000 sec): 3 clusters
  Score: Raw -4633548.331098 + Penalty 11975.663491 = -4621572.667607
  nChanged 156
		SP:Iteration 34Q (47431.790000 sec): 3 clusters
  Score: Raw -4633619.505982 + Penalty 11975.663491 = -4621643.842491
  nChanged 135
		SP:Iteration 35Q (47431.890000 sec): 3 clusters
  Score: Raw -4633678.689288 + Penalty 11975.663491 = -4621703.025797
  nChanged 112
		SP:Iteration 36Q (47432.000000 sec): 3 clusters
  Score: Raw -4633720.804684 + Penalty 11975.663491 = -4621745.141193
  nChanged 98
		SP:Iteration 37Q (47432.110000 sec): 3 clusters
  Score: Raw -4633761.306364 + Penalty 11975.663491 = -4621785.642874
  nChanged 76
		SP:Iteration 38Q (47432.230000 sec): 3 clusters
  Score: Raw -4633798.311151 + Penalty 11975.663491 = -4621822.647660
  nChanged 78
		SP:Iteration 39Q (47432.330000 sec): 3 clusters
  Score: Raw -4633841.430798 + Penalty 11975.663491 = -4621865.767307
  nChanged 75
		SP:Iteration 40F (47432.460000 sec): 3 clusters
  Score: Raw -4633874.190602 + Penalty 11975.663491 = -4621898.527112
  nChanged 63
		SP:Iteration 41Q (47432.570000 sec): 3 clusters
  Score: Raw -4633903.558267 + Penalty 11975.663491 = -4621927.894776
  nChanged 57
		SP:Iteration 42Q (47432.690000 sec): 3 clusters
  Score: Raw -4633925.702580 + Penalty 11975.663491 = -4621950.039089
  nChanged 54
		SP:Iteration 43Q (47432.800000 sec): 3 clusters
  Score: Raw -4633945.577850 + Penalty 11975.663491 = -4621969.914359
  nChanged 41
		SP:Iteration 44Q (47432.910000 sec): 3 clusters
  Score: Raw -4633959.609514 + Penalty 11975.663491 = -4621983.946023
  nChanged 34
		SP:Iteration 45Q (47433.020000 sec): 3 clusters
  Score: Raw -4633967.844479 + Penalty 11975.663491 = -4621992.180988
  nChanged 23
		SP:Iteration 46Q (47433.130000 sec): 3 clusters
  Score: Raw -4633973.281346 + Penalty 11975.663491 = -4621997.617855
  nChanged 21
		SP:Iteration 47Q (47433.240000 sec): 3 clusters
  Score: Raw -4633980.227267 + Penalty 11975.663491 = -4622004.563777
  nChanged 21
		SP:Iteration 48Q (47433.350000 sec): 3 clusters
  Score: Raw -4633985.473345 + Penalty 11975.663491 = -4622009.809854
  nChanged 14
		SP:Iteration 49Q (47433.460000 sec): 3 clusters
  Score: Raw -4633989.526895 + Penalty 11975.663491 = -4622013.863405
  nChanged 12
		SP:Iteration 50Q (47433.570000 sec): 3 clusters
  Score: Raw -4633992.218967 + Penalty 11975.663491 = -4622016.555476
  nChanged 11
		SP:Iteration 51Q (47433.680000 sec): 3 clusters
  Score: Raw -4633994.211634 + Penalty 11975.663491 = -4622018.548143
  nChanged 9
		SP:Iteration 52Q (47433.790000 sec): 3 clusters
  Score: Raw -4633995.916148 + Penalty 11975.663491 = -4622020.252657
  nChanged 9
		SP:Iteration 53Q (47433.900000 sec): 3 clusters
  Score: Raw -4633998.224162 + Penalty 11975.663491 = -4622022.560671
  nChanged 6
		SP:Iteration 54Q (47434.010000 sec): 3 clusters
  Score: Raw -4633999.776661 + Penalty 11975.663491 = -4622024.113170
  nChanged 3
		SP:Iteration 55Q (47434.120000 sec): 3 clusters
  Score: Raw -4634000.289794 + Penalty 11975.663491 = -4622024.626304
  nChanged 1
		SP:Iteration 56Q (47434.230000 sec): 3 clusters
  Score: Raw -4634000.410368 + Penalty 11975.663491 = -4622024.746877
  nChanged 0
		SP:Iteration 57F (47434.360000 sec): 3 clusters
  Score: Raw -4634000.410368 + Penalty 11975.663491 = -4622024.746877
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47434.390000 sec): 2 clusters
  Score: Raw -894851.072595 + Penalty 5019.303754 = -889831.768842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47434.420000 sec): 3 clusters
  Score: Raw -893772.291390 + Penalty 10038.607507 = -883733.683883
  nChanged 1040
		SP:Iteration 1F (47434.450000 sec): 3 clusters
  Score: Raw -894750.753556 + Penalty 10038.607507 = -884712.146049
  nChanged 288
		SP:Iteration 2F (47434.470000 sec): 3 clusters
  Score: Raw -895161.041182 + Penalty 10038.607507 = -885122.433675
  nChanged 197
		SP:Iteration 3F (47434.500000 sec): 3 clusters
  Score: Raw -895452.899916 + Penalty 10038.607507 = -885414.292409
  nChanged 167
		SP:Iteration 4Q (47434.530000 sec): 3 clusters
  Score: Raw -895778.661747 + Penalty 10038.607507 = -885740.054240
  nChanged 177
		SP:Iteration 5Q (47434.550000 sec): 3 clusters
  Score: Raw -896100.426404 + Penalty 10038.607507 = -886061.818897
  nChanged 154
		SP:Iteration 6Q (47434.570000 sec): 3 clusters
  Score: Raw -896332.503268 + Penalty 10038.607507 = -886293.895761
  nChanged 126
		SP:Iteration 7Q (47434.600000 sec): 3 clusters
  Score: Raw -896521.817354 + Penalty 10038.607507 = -886483.209847
  nChanged 113
		SP:Iteration 8Q (47434.620000 sec): 3 clusters
  Score: Raw -896699.960321 + Penalty 10038.607507 = -886661.352814
  nChanged 112
		SP:Iteration 9Q (47434.650000 sec): 3 clusters
  Score: Raw -896870.689068 + Penalty 10038.607507 = -886832.081561
  nChanged 104
		SP:Iteration 10Q (47434.670000 sec): 3 clusters
  Score: Raw -897019.720701 + Penalty 10038.607507 = -886981.113194
  nChanged 72
		SP:Iteration 11Q (47434.690000 sec): 3 clusters
  Score: Raw -897125.946005 + Penalty 10038.607507 = -887087.338498
  nChanged 72
		SP:Iteration 12Q (47434.710000 sec): 3 clusters
  Score: Raw -897212.096964 + Penalty 10038.607507 = -887173.489457
  nChanged 53
		SP:Iteration 13Q (47434.740000 sec): 3 clusters
  Score: Raw -897267.635084 + Penalty 10038.607507 = -887229.027577
  nChanged 39
		SP:Iteration 14Q (47434.760000 sec): 3 clusters
  Score: Raw -897316.255873 + Penalty 10038.607507 = -887277.648366
  nChanged 30
		SP:Iteration 15Q (47434.780000 sec): 3 clusters
  Score: Raw -897346.599861 + Penalty 10038.607507 = -887307.992354
  nChanged 23
		SP:Iteration 16Q (47434.810000 sec): 3 clusters
  Score: Raw -897369.163590 + Penalty 10038.607507 = -887330.556083
  nChanged 18
		SP:Iteration 17Q (47434.830000 sec): 3 clusters
  Score: Raw -897384.929461 + Penalty 10038.607507 = -887346.321954
  nChanged 9
		SP:Iteration 18Q (47434.850000 sec): 3 clusters
  Score: Raw -897392.714152 + Penalty 10038.607507 = -887354.106645
  nChanged 6
		SP:Iteration 19Q (47434.870000 sec): 3 clusters
  Score: Raw -897399.093670 + Penalty 10038.607507 = -887360.486162
  nChanged 1
		SP:Iteration 20F (47434.900000 sec): 3 clusters
  Score: Raw -897399.826721 + Penalty 10038.607507 = -887361.219214
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47434.910000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47434.930000 sec): 3 clusters
  Score: Raw -382029.127435 + Penalty 8912.086091 = -373117.041344
  nChanged 241
		SP:Iteration 1F (47434.940000 sec): 3 clusters
  Score: Raw -382502.135924 + Penalty 8912.086091 = -373590.049832
  nChanged 75
		SP:Iteration 2F (47434.950000 sec): 3 clusters
  Score: Raw -382721.170699 + Penalty 8912.086091 = -373809.084608
  nChanged 44
		SP:Iteration 3Q (47434.960000 sec): 3 clusters
  Score: Raw -382859.679435 + Penalty 8912.086091 = -373947.593344
  nChanged 37
		SP:Iteration 4Q (47434.970000 sec): 3 clusters
  Score: Raw -382987.162449 + Penalty 8912.086091 = -374075.076357
  nChanged 46
		SP:Iteration 5Q (47434.980000 sec): 3 clusters
  Score: Raw -383136.156613 + Penalty 8912.086091 = -374224.070522
  nChanged 39
		SP:Iteration 6Q (47434.990000 sec): 3 clusters
  Score: Raw -383240.567356 + Penalty 8912.086091 = -374328.481264
  nChanged 32
		SP:Iteration 7Q (47435.000000 sec): 3 clusters
  Score: Raw -383323.775637 + Penalty 8912.086091 = -374411.689546
  nChanged 27
		SP:Iteration 8Q (47435.010000 sec): 3 clusters
  Score: Raw -383374.012250 + Penalty 8912.086091 = -374461.926159
  nChanged 23
		SP:Iteration 9Q (47435.020000 sec): 3 clusters
  Score: Raw -383413.117498 + Penalty 8912.086091 = -374501.031407
  nChanged 19
		SP:Iteration 10Q (47435.030000 sec): 3 clusters
  Score: Raw -383447.123480 + Penalty 8912.086091 = -374535.037389
  nChanged 10
		SP:Iteration 11Q (47435.040000 sec): 3 clusters
  Score: Raw -383468.247496 + Penalty 8912.086091 = -374556.161405
  nChanged 14
		SP:Iteration 12Q (47435.050000 sec): 3 clusters
  Score: Raw -383495.600003 + Penalty 8912.086091 = -374583.513911
  nChanged 14
		SP:Iteration 13Q (47435.060000 sec): 3 clusters
  Score: Raw -383526.091248 + Penalty 8912.086091 = -374614.005157
  nChanged 10
		SP:Iteration 14Q (47435.070000 sec): 3 clusters
  Score: Raw -383541.683337 + Penalty 8912.086091 = -374629.597246
  nChanged 6
		SP:Iteration 15Q (47435.080000 sec): 3 clusters
  Score: Raw -383552.211631 + Penalty 8912.086091 = -374640.125540
  nChanged 5
		SP:Iteration 16Q (47435.090000 sec): 3 clusters
  Score: Raw -383561.617119 + Penalty 8912.086091 = -374649.531028
  nChanged 3
		SP:Iteration 17Q (47435.100000 sec): 3 clusters
  Score: Raw -383569.108213 + Penalty 8912.086091 = -374657.022121
  nChanged 3
		SP:Iteration 18Q (47435.110000 sec): 3 clusters
  Score: Raw -383573.941432 + Penalty 8912.086091 = -374661.855341
  nChanged 2
		SP:Iteration 19Q (47435.120000 sec): 3 clusters
  Score: Raw -383578.386002 + Penalty 8912.086091 = -374666.299911
  nChanged 1
		SP:Iteration 20F (47435.130000 sec): 3 clusters
  Score: Raw -383580.746234 + Penalty 8912.086091 = -374668.660143
  nChanged 2
		SP:Iteration 21Q (47435.140000 sec): 3 clusters
  Score: Raw -383584.699007 + Penalty 8912.086091 = -374672.612916
  nChanged 3
		SP:Iteration 22Q (47435.140000 sec): 3 clusters
  Score: Raw -383591.082655 + Penalty 8912.086091 = -374678.996564
  nChanged 3
		SP:Iteration 23Q (47435.150000 sec): 3 clusters
  Score: Raw -383596.112689 + Penalty 8912.086091 = -374684.026597
  nChanged 1
		SP:Iteration 24Q (47435.160000 sec): 3 clusters
  Score: Raw -383599.029716 + Penalty 8912.086091 = -374686.943624
  nChanged 2
		SP:Iteration 25Q (47435.170000 sec): 3 clusters
  Score: Raw -383604.097510 + Penalty 8912.086091 = -374692.011419
  nChanged 2
		SP:Iteration 26Q (47435.180000 sec): 3 clusters
  Score: Raw -383609.308234 + Penalty 8912.086091 = -374697.222142
  nChanged 0
		SP:Iteration 27F (47435.190000 sec): 3 clusters
  Score: Raw -383609.308234 + Penalty 8912.086091 = -374697.222142
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47435.200000 sec): 2 clusters
  Score: Raw -336678.841676 + Penalty 4394.049471 = -332284.792205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47435.210000 sec): 3 clusters
  Score: Raw -336657.890346 + Penalty 8788.098942 = -327869.791404
  nChanged 213
		SP:Iteration 1F (47435.220000 sec): 3 clusters
  Score: Raw -337078.157271 + Penalty 8788.098942 = -328290.058330
  nChanged 65
		SP:Iteration 2Q (47435.230000 sec): 3 clusters
  Score: Raw -337210.876666 + Penalty 8788.098942 = -328422.777725
  nChanged 34
		SP:Iteration 3Q (47435.240000 sec): 3 clusters
  Score: Raw -337292.550490 + Penalty 8788.098942 = -328504.451549
  nChanged 15
		SP:Iteration 4Q (47435.250000 sec): 3 clusters
  Score: Raw -337335.615055 + Penalty 8788.098942 = -328547.516113
  nChanged 11
		SP:Iteration 5Q (47435.260000 sec): 3 clusters
  Score: Raw -337365.340270 + Penalty 8788.098942 = -328577.241329
  nChanged 7
		SP:Iteration 6Q (47435.270000 sec): 3 clusters
  Score: Raw -337380.153719 + Penalty 8788.098942 = -328592.054778
  nChanged 3
		SP:Iteration 7Q (47435.280000 sec): 3 clusters
  Score: Raw -337384.694001 + Penalty 8788.098942 = -328596.595059
  nChanged 3
		SP:Iteration 8Q (47435.290000 sec): 3 clusters
  Score: Raw -337391.392560 + Penalty 8788.098942 = -328603.293618
  nChanged 3
		SP:Iteration 9Q (47435.300000 sec): 3 clusters
  Score: Raw -337398.474311 + Penalty 8788.098942 = -328610.375370
  nChanged 1
		SP:Iteration 10Q (47435.300000 sec): 3 clusters
  Score: Raw -337399.639847 + Penalty 8788.098942 = -328611.540905
  nChanged 2
		SP:Iteration 11Q (47435.310000 sec): 3 clusters
  Score: Raw -337402.874135 + Penalty 8788.098942 = -328614.775193
  nChanged 3
		SP:Iteration 12Q (47435.320000 sec): 3 clusters
  Score: Raw -337408.855820 + Penalty 8788.098942 = -328620.756879
  nChanged 0
		SP:Iteration 13F (47435.330000 sec): 3 clusters
  Score: Raw -337408.855820 + Penalty 8788.098942 = -328620.756879
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47435.420000 sec): 2 clusters
  Score: Raw -3468908.213295 + Penalty 5817.615305 = -3463090.597990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47435.520000 sec): 3 clusters
  Score: Raw -3462350.953116 + Penalty 11635.230610 = -3450715.722506
  nChanged 5147
		SP:Iteration 1F (47435.620000 sec): 3 clusters
  Score: Raw -3465241.277168 + Penalty 11635.230610 = -3453606.046558
  nChanged 992
		SP:Iteration 2F (47435.710000 sec): 3 clusters
  Score: Raw -3465790.840801 + Penalty 11635.230610 = -3454155.610191
  nChanged 619
		SP:Iteration 3Q (47435.810000 sec): 3 clusters
  Score: Raw -3466063.325083 + Penalty 11635.230610 = -3454428.094473
  nChanged 458
		SP:Iteration 4Q (47435.910000 sec): 3 clusters
  Score: Raw -3466246.075903 + Penalty 11635.230610 = -3454610.845293
  nChanged 327
		SP:Iteration 5Q (47436.000000 sec): 3 clusters
  Score: Raw -3466380.422314 + Penalty 11635.230610 = -3454745.191704
  nChanged 282
		SP:Iteration 6Q (47436.100000 sec): 3 clusters
  Score: Raw -3466485.370534 + Penalty 11635.230610 = -3454850.139924
  nChanged 229
		SP:Iteration 7Q (47436.200000 sec): 3 clusters
  Score: Raw -3466578.805320 + Penalty 11635.230610 = -3454943.574710
  nChanged 222
		SP:Iteration 8Q (47436.290000 sec): 3 clusters
  Score: Raw -3466655.773074 + Penalty 11635.230610 = -3455020.542464
  nChanged 171
		SP:Iteration 9Q (47436.390000 sec): 3 clusters
  Score: Raw -3466714.609460 + Penalty 11635.230610 = -3455079.378850
  nChanged 150
		SP:Iteration 10Q (47436.490000 sec): 3 clusters
  Score: Raw -3466762.799822 + Penalty 11635.230610 = -3455127.569213
  nChanged 137
		SP:Iteration 11Q (47436.590000 sec): 3 clusters
  Score: Raw -3466806.909506 + Penalty 11635.230610 = -3455171.678897
  nChanged 126
		SP:Iteration 12Q (47436.680000 sec): 3 clusters
  Score: Raw -3466854.025196 + Penalty 11635.230610 = -3455218.794586
  nChanged 135
		SP:Iteration 13Q (47436.780000 sec): 3 clusters
  Score: Raw -3466907.158425 + Penalty 11635.230610 = -3455271.927816
  nChanged 159
		SP:Iteration 14Q (47436.880000 sec): 3 clusters
  Score: Raw -3466976.830443 + Penalty 11635.230610 = -3455341.599833
  nChanged 149
		SP:Iteration 15Q (47436.970000 sec): 3 clusters
  Score: Raw -3467040.027046 + Penalty 11635.230610 = -3455404.796436
  nChanged 146
		SP:Iteration 16Q (47437.070000 sec): 3 clusters
  Score: Raw -3467100.525494 + Penalty 11635.230610 = -3455465.294884
  nChanged 159
		SP:Iteration 17Q (47437.170000 sec): 3 clusters
  Score: Raw -3467162.956842 + Penalty 11635.230610 = -3455527.726232
  nChanged 156
		SP:Iteration 18Q (47437.260000 sec): 3 clusters
  Score: Raw -3467225.569056 + Penalty 11635.230610 = -3455590.338446
  nChanged 158
		SP:Iteration 19Q (47437.360000 sec): 3 clusters
  Score: Raw -3467292.299667 + Penalty 11635.230610 = -3455657.069057
  nChanged 170
		SP:Iteration 20F (47437.450000 sec): 3 clusters
  Score: Raw -3467364.672922 + Penalty 11635.230610 = -3455729.442312
  nChanged 165
		SP:Iteration 21Q (47437.550000 sec): 3 clusters
  Score: Raw -3467434.297217 + Penalty 11635.230610 = -3455799.066607
  nChanged 182
		SP:Iteration 22Q (47437.650000 sec): 3 clusters
  Score: Raw -3467508.868423 + Penalty 11635.230610 = -3455873.637813
  nChanged 197
		SP:Iteration 23Q (47437.740000 sec): 3 clusters
  Score: Raw -3467592.835632 + Penalty 11635.230610 = -3455957.605022
  nChanged 201
		SP:Iteration 24Q (47437.840000 sec): 3 clusters
  Score: Raw -3467683.568738 + Penalty 11635.230610 = -3456048.338128
  nChanged 219
		SP:Iteration 25Q (47437.930000 sec): 3 clusters
  Score: Raw -3467791.955736 + Penalty 11635.230610 = -3456156.725126
  nChanged 257
		SP:Iteration 26Q (47438.030000 sec): 3 clusters
  Score: Raw -3467927.047708 + Penalty 11635.230610 = -3456291.817099
  nChanged 282
		SP:Iteration 27Q (47438.120000 sec): 3 clusters
  Score: Raw -3468082.909556 + Penalty 11635.230610 = -3456447.678946
  nChanged 305
		SP:Iteration 28Q (47438.210000 sec): 3 clusters
  Score: Raw -3468270.726385 + Penalty 11635.230610 = -3456635.495775
  nChanged 333
		SP:Iteration 29Q (47438.310000 sec): 3 clusters
  Score: Raw -3468485.409649 + Penalty 11635.230610 = -3456850.179040
  nChanged 361
		SP:Iteration 30Q (47438.410000 sec): 3 clusters
  Score: Raw -3468735.532258 + Penalty 11635.230610 = -3457100.301648
  nChanged 406
		SP:Iteration 31Q (47438.500000 sec): 3 clusters
  Score: Raw -3469005.779303 + Penalty 11635.230610 = -3457370.548693
  nChanged 378
		SP:Iteration 32Q (47438.590000 sec): 3 clusters
  Score: Raw -3469263.859793 + Penalty 11635.230610 = -3457628.629183
  nChanged 417
		SP:Iteration 33Q (47438.690000 sec): 3 clusters
  Score: Raw -3469561.270349 + Penalty 11635.230610 = -3457926.039740
  nChanged 417
		SP:Iteration 34Q (47438.780000 sec): 3 clusters
  Score: Raw -3469846.273708 + Penalty 11635.230610 = -3458211.043098
  nChanged 381
		SP:Iteration 35Q (47438.870000 sec): 3 clusters
  Score: Raw -3470120.434529 + Penalty 11635.230610 = -3458485.203920
  nChanged 358
		SP:Iteration 36Q (47438.960000 sec): 3 clusters
  Score: Raw -3470364.010894 + Penalty 11635.230610 = -3458728.780284
  nChanged 299
		SP:Iteration 37Q (47439.050000 sec): 3 clusters
  Score: Raw -3470568.961111 + Penalty 11635.230610 = -3458933.730501
  nChanged 276
		SP:Iteration 38Q (47439.140000 sec): 3 clusters
  Score: Raw -3470755.924740 + Penalty 11635.230610 = -3459120.694130
  nChanged 251
		SP:Iteration 39Q (47439.230000 sec): 3 clusters
  Score: Raw -3470914.324827 + Penalty 11635.230610 = -3459279.094217
  nChanged 190
		SP:Iteration 40F (47439.330000 sec): 3 clusters
  Score: Raw -3471015.890298 + Penalty 11635.230610 = -3459380.659688
  nChanged 156
		SP:Iteration 41Q (47439.420000 sec): 3 clusters
  Score: Raw -3471111.117685 + Penalty 11635.230610 = -3459475.887075
  nChanged 134
		SP:Iteration 42Q (47439.510000 sec): 3 clusters
  Score: Raw -3471188.880325 + Penalty 11635.230610 = -3459553.649716
  nChanged 107
		SP:Iteration 43Q (47439.600000 sec): 3 clusters
  Score: Raw -3471238.065835 + Penalty 11635.230610 = -3459602.835225
  nChanged 86
		SP:Iteration 44Q (47439.690000 sec): 3 clusters
  Score: Raw -3471274.103768 + Penalty 11635.230610 = -3459638.873158
  nChanged 62
		SP:Iteration 45Q (47439.770000 sec): 3 clusters
  Score: Raw -3471303.126047 + Penalty 11635.230610 = -3459667.895437
  nChanged 70
		SP:Iteration 46Q (47439.850000 sec): 3 clusters
  Score: Raw -3471334.055063 + Penalty 11635.230610 = -3459698.824453
  nChanged 59
		SP:Iteration 47Q (47439.940000 sec): 3 clusters
  Score: Raw -3471353.959541 + Penalty 11635.230610 = -3459718.728931
  nChanged 37
		SP:Iteration 48Q (47440.020000 sec): 3 clusters
  Score: Raw -3471366.410608 + Penalty 11635.230610 = -3459731.179999
  nChanged 28
		SP:Iteration 49Q (47440.110000 sec): 3 clusters
  Score: Raw -3471375.369726 + Penalty 11635.230610 = -3459740.139117
  nChanged 22
		SP:Iteration 50Q (47440.190000 sec): 3 clusters
  Score: Raw -3471380.858913 + Penalty 11635.230610 = -3459745.628304
  nChanged 10
		SP:Iteration 51Q (47440.270000 sec): 3 clusters
  Score: Raw -3471382.979197 + Penalty 11635.230610 = -3459747.748587
  nChanged 10
		SP:Iteration 52Q (47440.360000 sec): 3 clusters
  Score: Raw -3471385.017508 + Penalty 11635.230610 = -3459749.786898
  nChanged 5
		SP:Iteration 53Q (47440.450000 sec): 3 clusters
  Score: Raw -3471386.579870 + Penalty 11635.230610 = -3459751.349260
  nChanged 5
		SP:Iteration 54Q (47440.530000 sec): 3 clusters
  Score: Raw -3471387.347311 + Penalty 11635.230610 = -3459752.116701
  nChanged 3
		SP:Iteration 55Q (47440.620000 sec): 3 clusters
  Score: Raw -3471387.812755 + Penalty 11635.230610 = -3459752.582145
  nChanged 3
		SP:Iteration 56Q (47440.710000 sec): 3 clusters
  Score: Raw -3471388.347502 + Penalty 11635.230610 = -3459753.116893
  nChanged 2
		SP:Iteration 57Q (47440.790000 sec): 3 clusters
  Score: Raw -3471388.727290 + Penalty 11635.230610 = -3459753.496681
  nChanged 2
		SP:Iteration 58Q (47440.880000 sec): 3 clusters
  Score: Raw -3471389.246593 + Penalty 11635.230610 = -3459754.015983
  nChanged 2
		SP:Iteration 59Q (47440.970000 sec): 3 clusters
  Score: Raw -3471389.688565 + Penalty 11635.230610 = -3459754.457955
  nChanged 1
		SP:Iteration 60F (47441.070000 sec): 3 clusters
  Score: Raw -3471389.914275 + Penalty 11635.230610 = -3459754.683666
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (15912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47441.170000 sec): 2 clusters
  Score: Raw -4242670.674066 + Penalty 5925.832653 = -4236744.841413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47441.290000 sec): 3 clusters
  Score: Raw -4234697.706172 + Penalty 11851.665305 = -4222846.040866
  nChanged 6256
		SP:Iteration 1F (47441.410000 sec): 3 clusters
  Score: Raw -4238046.489954 + Penalty 11851.665305 = -4226194.824648
  nChanged 1076
		SP:Iteration 2F (47441.530000 sec): 3 clusters
  Score: Raw -4238614.263433 + Penalty 11851.665305 = -4226762.598128
  nChanged 796
		SP:Iteration 3F (47441.650000 sec): 3 clusters
  Score: Raw -4239004.171641 + Penalty 11851.665305 = -4227152.506336
  nChanged 586
		SP:Iteration 4Q (47441.770000 sec): 3 clusters
  Score: Raw -4239297.081553 + Penalty 11851.665305 = -4227445.416248
  nChanged 492
		SP:Iteration 5Q (47441.890000 sec): 3 clusters
  Score: Raw -4239542.588213 + Penalty 11851.665305 = -4227690.922908
  nChanged 463
		SP:Iteration 6Q (47442.010000 sec): 3 clusters
  Score: Raw -4239770.402479 + Penalty 11851.665305 = -4227918.737174
  nChanged 434
		SP:Iteration 7Q (47442.130000 sec): 3 clusters
  Score: Raw -4239989.921979 + Penalty 11851.665305 = -4228138.256674
  nChanged 415
		SP:Iteration 8Q (47442.250000 sec): 3 clusters
  Score: Raw -4240212.150313 + Penalty 11851.665305 = -4228360.485008
  nChanged 434
		SP:Iteration 9Q (47442.370000 sec): 3 clusters
  Score: Raw -4240441.458417 + Penalty 11851.665305 = -4228589.793112
  nChanged 427
		SP:Iteration 10Q (47442.490000 sec): 3 clusters
  Score: Raw -4240660.483765 + Penalty 11851.665305 = -4228808.818460
  nChanged 417
		SP:Iteration 11Q (47442.610000 sec): 3 clusters
  Score: Raw -4240868.856645 + Penalty 11851.665305 = -4229017.191340
  nChanged 402
		SP:Iteration 12Q (47442.720000 sec): 3 clusters
  Score: Raw -4241062.878259 + Penalty 11851.665305 = -4229211.212954
  nChanged 404
		SP:Iteration 13Q (47442.840000 sec): 3 clusters
  Score: Raw -4241251.043968 + Penalty 11851.665305 = -4229399.378663
  nChanged 375
		SP:Iteration 14Q (47442.950000 sec): 3 clusters
  Score: Raw -4241431.373411 + Penalty 11851.665305 = -4229579.708106
  nChanged 360
		SP:Iteration 15Q (47443.070000 sec): 3 clusters
  Score: Raw -4241591.330005 + Penalty 11851.665305 = -4229739.664700
  nChanged 325
		SP:Iteration 16Q (47443.180000 sec): 3 clusters
  Score: Raw -4241717.562596 + Penalty 11851.665305 = -4229865.897291
  nChanged 293
		SP:Iteration 17Q (47443.290000 sec): 3 clusters
  Score: Raw -4241824.539727 + Penalty 11851.665305 = -4229972.874422
  nChanged 254
		SP:Iteration 18Q (47443.410000 sec): 3 clusters
  Score: Raw -4241919.962630 + Penalty 11851.665305 = -4230068.297324
  nChanged 238
		SP:Iteration 19Q (47443.520000 sec): 3 clusters
  Score: Raw -4242010.785225 + Penalty 11851.665305 = -4230159.119920
  nChanged 237
		SP:Iteration 20F (47443.650000 sec): 3 clusters
  Score: Raw -4242090.026370 + Penalty 11851.665305 = -4230238.361065
  nChanged 190
		SP:Iteration 21Q (47443.760000 sec): 3 clusters
  Score: Raw -4242152.091114 + Penalty 11851.665305 = -4230300.425809
  nChanged 164
		SP:Iteration 22Q (47443.880000 sec): 3 clusters
  Score: Raw -4242206.377626 + Penalty 11851.665305 = -4230354.712321
  nChanged 159
		SP:Iteration 23Q (47444.000000 sec): 3 clusters
  Score: Raw -4242257.358381 + Penalty 11851.665305 = -4230405.693076
  nChanged 139
		SP:Iteration 24Q (47444.120000 sec): 3 clusters
  Score: Raw -4242298.798921 + Penalty 11851.665305 = -4230447.133616
  nChanged 124
		SP:Iteration 25Q (47444.230000 sec): 3 clusters
  Score: Raw -4242333.245467 + Penalty 11851.665305 = -4230481.580162
  nChanged 90
		SP:Iteration 26Q (47444.340000 sec): 3 clusters
  Score: Raw -4242357.104147 + Penalty 11851.665305 = -4230505.438841
  nChanged 70
		SP:Iteration 27Q (47444.460000 sec): 3 clusters
  Score: Raw -4242374.007534 + Penalty 11851.665305 = -4230522.342228
  nChanged 54
		SP:Iteration 28Q (47444.570000 sec): 3 clusters
  Score: Raw -4242387.137552 + Penalty 11851.665305 = -4230535.472247
  nChanged 57
		SP:Iteration 29Q (47444.690000 sec): 3 clusters
  Score: Raw -4242398.924335 + Penalty 11851.665305 = -4230547.259030
  nChanged 42
		SP:Iteration 30Q (47444.810000 sec): 3 clusters
  Score: Raw -4242408.895548 + Penalty 11851.665305 = -4230557.230243
  nChanged 50
		SP:Iteration 31Q (47444.920000 sec): 3 clusters
  Score: Raw -4242420.878436 + Penalty 11851.665305 = -4230569.213131
  nChanged 41
		SP:Iteration 32Q (47445.030000 sec): 3 clusters
  Score: Raw -4242429.150516 + Penalty 11851.665305 = -4230577.485211
  nChanged 34
		SP:Iteration 33Q (47445.150000 sec): 3 clusters
  Score: Raw -4242436.222961 + Penalty 11851.665305 = -4230584.557655
  nChanged 30
		SP:Iteration 34Q (47445.270000 sec): 3 clusters
  Score: Raw -4242442.315810 + Penalty 11851.665305 = -4230590.650505
  nChanged 29
		SP:Iteration 35Q (47445.380000 sec): 3 clusters
  Score: Raw -4242448.721811 + Penalty 11851.665305 = -4230597.056506
  nChanged 29
		SP:Iteration 36Q (47445.500000 sec): 3 clusters
  Score: Raw -4242454.600747 + Penalty 11851.665305 = -4230602.935442
  nChanged 26
		SP:Iteration 37Q (47445.620000 sec): 3 clusters
  Score: Raw -4242459.618055 + Penalty 11851.665305 = -4230607.952749
  nChanged 27
		SP:Iteration 38Q (47445.730000 sec): 3 clusters
  Score: Raw -4242464.930158 + Penalty 11851.665305 = -4230613.264853
  nChanged 25
		SP:Iteration 39Q (47445.850000 sec): 3 clusters
  Score: Raw -4242469.517628 + Penalty 11851.665305 = -4230617.852322
  nChanged 13
		SP:Iteration 40F (47445.970000 sec): 3 clusters
  Score: Raw -4242472.240119 + Penalty 11851.665305 = -4230620.574814
  nChanged 16
		SP:Iteration 41Q (47446.080000 sec): 3 clusters
  Score: Raw -4242476.262421 + Penalty 11851.665305 = -4230624.597116
  nChanged 24
		SP:Iteration 42Q (47446.200000 sec): 3 clusters
  Score: Raw -4242481.287357 + Penalty 11851.665305 = -4230629.622052
  nChanged 25
		SP:Iteration 43Q (47446.320000 sec): 3 clusters
  Score: Raw -4242486.780506 + Penalty 11851.665305 = -4230635.115201
  nChanged 20
		SP:Iteration 44Q (47446.430000 sec): 3 clusters
  Score: Raw -4242491.301557 + Penalty 11851.665305 = -4230639.636251
  nChanged 17
		SP:Iteration 45Q (47446.540000 sec): 3 clusters
  Score: Raw -4242494.900127 + Penalty 11851.665305 = -4230643.234822
  nChanged 20
		SP:Iteration 46Q (47446.660000 sec): 3 clusters
  Score: Raw -4242499.443618 + Penalty 11851.665305 = -4230647.778313
  nChanged 32
		SP:Iteration 47Q (47446.780000 sec): 3 clusters
  Score: Raw -4242507.035198 + Penalty 11851.665305 = -4230655.369893
  nChanged 30
		SP:Iteration 48Q (47446.890000 sec): 3 clusters
  Score: Raw -4242514.060508 + Penalty 11851.665305 = -4230662.395203
  nChanged 26
		SP:Iteration 49Q (47447.010000 sec): 3 clusters
  Score: Raw -4242519.555509 + Penalty 11851.665305 = -4230667.890204
  nChanged 28
		SP:Iteration 50Q (47447.120000 sec): 3 clusters
  Score: Raw -4242525.439163 + Penalty 11851.665305 = -4230673.773858
  nChanged 27
		SP:Iteration 51Q (47447.240000 sec): 3 clusters
  Score: Raw -4242531.953607 + Penalty 11851.665305 = -4230680.288302
  nChanged 32
		SP:Iteration 52Q (47447.360000 sec): 3 clusters
  Score: Raw -4242538.992633 + Penalty 11851.665305 = -4230687.327327
  nChanged 28
		SP:Iteration 53Q (47447.470000 sec): 3 clusters
  Score: Raw -4242545.761634 + Penalty 11851.665305 = -4230694.096329
  nChanged 33
		SP:Iteration 54Q (47447.590000 sec): 3 clusters
  Score: Raw -4242553.080749 + Penalty 11851.665305 = -4230701.415444
  nChanged 30
		SP:Iteration 55Q (47447.700000 sec): 3 clusters
  Score: Raw -4242559.765328 + Penalty 11851.665305 = -4230708.100023
  nChanged 24
		SP:Iteration 56Q (47447.820000 sec): 3 clusters
  Score: Raw -4242564.949991 + Penalty 11851.665305 = -4230713.284686
  nChanged 27
		SP:Iteration 57Q (47447.930000 sec): 3 clusters
  Score: Raw -4242571.129681 + Penalty 11851.665305 = -4230719.464376
  nChanged 24
		SP:Iteration 58Q (47448.050000 sec): 3 clusters
  Score: Raw -4242576.786837 + Penalty 11851.665305 = -4230725.121532
  nChanged 33
		SP:Iteration 59Q (47448.160000 sec): 3 clusters
  Score: Raw -4242583.683178 + Penalty 11851.665305 = -4230732.017872
  nChanged 34
		SP:Iteration 60F (47448.280000 sec): 3 clusters
  Score: Raw -4242592.344725 + Penalty 11851.665305 = -4230740.679420
  nChanged 30
		SP:Iteration 61Q (47448.390000 sec): 3 clusters
  Score: Raw -4242600.559560 + Penalty 11851.665305 = -4230748.894255
  nChanged 35
		SP:Iteration 62Q (47448.500000 sec): 3 clusters
  Score: Raw -4242610.162425 + Penalty 11851.665305 = -4230758.497120
  nChanged 48
		SP:Iteration 63Q (47448.610000 sec): 3 clusters
  Score: Raw -4242623.438019 + Penalty 11851.665305 = -4230771.772714
  nChanged 53
		SP:Iteration 64Q (47448.720000 sec): 3 clusters
  Score: Raw -4242636.988891 + Penalty 11851.665305 = -4230785.323586
  nChanged 50
		SP:Iteration 65Q (47448.840000 sec): 3 clusters
  Score: Raw -4242650.461032 + Penalty 11851.665305 = -4230798.795727
  nChanged 63
		SP:Iteration 66Q (47448.940000 sec): 3 clusters
  Score: Raw -4242667.768161 + Penalty 11851.665305 = -4230816.102856
  nChanged 73
		SP:Iteration 67Q (47449.060000 sec): 3 clusters
  Score: Raw -4242687.723617 + Penalty 11851.665305 = -4230836.058312
  nChanged 66
		SP:Iteration 68Q (47449.170000 sec): 3 clusters
  Score: Raw -4242708.607476 + Penalty 11851.665305 = -4230856.942170
  nChanged 80
		SP:Iteration 69Q (47449.280000 sec): 3 clusters
  Score: Raw -4242731.728706 + Penalty 11851.665305 = -4230880.063401
  nChanged 73
		SP:Iteration 70Q (47449.390000 sec): 3 clusters
  Score: Raw -4242754.115920 + Penalty 11851.665305 = -4230902.450615
  nChanged 81
		SP:Iteration 71Q (47449.500000 sec): 3 clusters
  Score: Raw -4242781.981669 + Penalty 11851.665305 = -4230930.316363
  nChanged 96
		SP:Iteration 72Q (47449.610000 sec): 3 clusters
  Score: Raw -4242818.006755 + Penalty 11851.665305 = -4230966.341449
  nChanged 103
		SP:Iteration 73Q (47449.730000 sec): 3 clusters
  Score: Raw -4242856.613644 + Penalty 11851.665305 = -4231004.948339
  nChanged 111
		SP:Iteration 74Q (47449.840000 sec): 3 clusters
  Score: Raw -4242900.125679 + Penalty 11851.665305 = -4231048.460374
  nChanged 105
		SP:Iteration 75Q (47449.950000 sec): 3 clusters
  Score: Raw -4242941.766885 + Penalty 11851.665305 = -4231090.101580
  nChanged 110
		SP:Iteration 76Q (47450.060000 sec): 3 clusters
  Score: Raw -4242982.269598 + Penalty 11851.665305 = -4231130.604293
  nChanged 118
		SP:Iteration 77Q (47450.170000 sec): 3 clusters
  Score: Raw -4243027.989423 + Penalty 11851.665305 = -4231176.324117
  nChanged 146
		SP:Iteration 78Q (47450.280000 sec): 3 clusters
  Score: Raw -4243097.082890 + Penalty 11851.665305 = -4231245.417585
  nChanged 163
		SP:Iteration 79Q (47450.400000 sec): 3 clusters
  Score: Raw -4243174.691952 + Penalty 11851.665305 = -4231323.026646
  nChanged 166
		SP:Iteration 80F (47450.510000 sec): 3 clusters
  Score: Raw -4243252.731674 + Penalty 11851.665305 = -4231401.066369
  nChanged 161
		SP:Iteration 81Q (47450.620000 sec): 3 clusters
  Score: Raw -4243334.828352 + Penalty 11851.665305 = -4231483.163046
  nChanged 163
		SP:Iteration 82Q (47450.740000 sec): 3 clusters
  Score: Raw -4243409.388291 + Penalty 11851.665305 = -4231557.722986
  nChanged 154
		SP:Iteration 83Q (47450.850000 sec): 3 clusters
  Score: Raw -4243491.187392 + Penalty 11851.665305 = -4231639.522086
  nChanged 163
		SP:Iteration 84Q (47450.960000 sec): 3 clusters
  Score: Raw -4243567.754153 + Penalty 11851.665305 = -4231716.088848
  nChanged 157
		SP:Iteration 85Q (47451.080000 sec): 3 clusters
  Score: Raw -4243641.606849 + Penalty 11851.665305 = -4231789.941543
  nChanged 147
		SP:Iteration 86Q (47451.190000 sec): 3 clusters
  Score: Raw -4243707.080281 + Penalty 11851.665305 = -4231855.414975
  nChanged 125
		SP:Iteration 87Q (47451.300000 sec): 3 clusters
  Score: Raw -4243764.574074 + Penalty 11851.665305 = -4231912.908769
  nChanged 125
		SP:Iteration 88Q (47451.410000 sec): 3 clusters
  Score: Raw -4243826.029898 + Penalty 11851.665305 = -4231974.364593
  nChanged 111
		SP:Iteration 89Q (47451.520000 sec): 3 clusters
  Score: Raw -4243876.120684 + Penalty 11851.665305 = -4232024.455379
  nChanged 91
		SP:Iteration 90Q (47451.630000 sec): 3 clusters
  Score: Raw -4243916.890038 + Penalty 11851.665305 = -4232065.224733
  nChanged 97
		SP:Iteration 91Q (47451.740000 sec): 3 clusters
  Score: Raw -4243961.611249 + Penalty 11851.665305 = -4232109.945943
  nChanged 84
		SP:Iteration 92Q (47451.840000 sec): 3 clusters
  Score: Raw -4244007.250613 + Penalty 11851.665305 = -4232155.585308
  nChanged 86
		SP:Iteration 93Q (47451.940000 sec): 3 clusters
  Score: Raw -4244043.945448 + Penalty 11851.665305 = -4232192.280142
  nChanged 73
		SP:Iteration 94Q (47452.040000 sec): 3 clusters
  Score: Raw -4244081.293371 + Penalty 11851.665305 = -4232229.628066
  nChanged 71
		SP:Iteration 95Q (47452.140000 sec): 3 clusters
  Score: Raw -4244117.920478 + Penalty 11851.665305 = -4232266.255173
  nChanged 75
		SP:Iteration 96Q (47452.240000 sec): 3 clusters
  Score: Raw -4244152.532375 + Penalty 11851.665305 = -4232300.867070
  nChanged 58
		SP:Iteration 97Q (47452.350000 sec): 3 clusters
  Score: Raw -4244177.815663 + Penalty 11851.665305 = -4232326.150358
  nChanged 53
		SP:Iteration 98Q (47452.450000 sec): 3 clusters
  Score: Raw -4244205.308479 + Penalty 11851.665305 = -4232353.643174
  nChanged 53
		SP:Iteration 99Q (47452.560000 sec): 3 clusters
  Score: Raw -4244235.754826 + Penalty 11851.665305 = -4232384.089521
  nChanged 70
		SP:Iteration 100F (47452.670000 sec): 3 clusters
  Score: Raw -4244276.837860 + Penalty 11851.665305 = -4232425.172555
  nChanged 75
		SP:Iteration 101Q (47452.780000 sec): 3 clusters
  Score: Raw -4244317.676865 + Penalty 11851.665305 = -4232466.011559
  nChanged 59
		SP:Iteration 102Q (47452.880000 sec): 3 clusters
  Score: Raw -4244351.518229 + Penalty 11851.665305 = -4232499.852924
  nChanged 61
		SP:Iteration 103Q (47452.980000 sec): 3 clusters
  Score: Raw -4244389.613141 + Penalty 11851.665305 = -4232537.947836
  nChanged 60
		SP:Iteration 104Q (47453.080000 sec): 3 clusters
  Score: Raw -4244425.700491 + Penalty 11851.665305 = -4232574.035186
  nChanged 48
		SP:Iteration 105Q (47453.180000 sec): 3 clusters
  Score: Raw -4244445.813185 + Penalty 11851.665305 = -4232594.147879
  nChanged 35
		SP:Iteration 106Q (47453.280000 sec): 3 clusters
  Score: Raw -4244460.355721 + Penalty 11851.665305 = -4232608.690416
  nChanged 27
		SP:Iteration 107Q (47453.380000 sec): 3 clusters
  Score: Raw -4244471.118197 + Penalty 11851.665305 = -4232619.452891
  nChanged 19
		SP:Iteration 108Q (47453.480000 sec): 3 clusters
  Score: Raw -4244477.477322 + Penalty 11851.665305 = -4232625.812016
  nChanged 13
		SP:Iteration 109Q (47453.580000 sec): 3 clusters
  Score: Raw -4244482.817479 + Penalty 11851.665305 = -4232631.152173
  nChanged 19
		SP:Iteration 110Q (47453.680000 sec): 3 clusters
  Score: Raw -4244490.751887 + Penalty 11851.665305 = -4232639.086582
  nChanged 20
		SP:Iteration 111Q (47453.770000 sec): 3 clusters
  Score: Raw -4244499.418495 + Penalty 11851.665305 = -4232647.753190
  nChanged 16
		SP:Iteration 112Q (47453.870000 sec): 3 clusters
  Score: Raw -4244504.914598 + Penalty 11851.665305 = -4232653.249292
  nChanged 10
		SP:Iteration 113Q (47453.970000 sec): 3 clusters
  Score: Raw -4244508.619290 + Penalty 11851.665305 = -4232656.953985
  nChanged 3
		SP:Iteration 114Q (47454.070000 sec): 3 clusters
  Score: Raw -4244509.587812 + Penalty 11851.665305 = -4232657.922506
  nChanged 3
		SP:Iteration 115Q (47454.160000 sec): 3 clusters
  Score: Raw -4244510.420017 + Penalty 11851.665305 = -4232658.754712
  nChanged 5
		SP:Iteration 116Q (47454.260000 sec): 3 clusters
  Score: Raw -4244511.681555 + Penalty 11851.665305 = -4232660.016250
  nChanged 3
		SP:Iteration 117Q (47454.360000 sec): 3 clusters
  Score: Raw -4244512.952793 + Penalty 11851.665305 = -4232661.287488
  nChanged 6
		SP:Iteration 118Q (47454.460000 sec): 3 clusters
  Score: Raw -4244515.048615 + Penalty 11851.665305 = -4232663.383310
  nChanged 9
		SP:Iteration 119Q (47454.560000 sec): 3 clusters
  Score: Raw -4244518.242391 + Penalty 11851.665305 = -4232666.577086
  nChanged 11
		SP:Iteration 120F (47454.670000 sec): 3 clusters
  Score: Raw -4244521.738109 + Penalty 11851.665305 = -4232670.072804
  nChanged 4
		SP:Iteration 121Q (47454.760000 sec): 3 clusters
  Score: Raw -4244522.768735 + Penalty 11851.665305 = -4232671.103430
  nChanged 1
		SP:Iteration 122Q (47454.860000 sec): 3 clusters
  Score: Raw -4244523.299412 + Penalty 11851.665305 = -4232671.634107
  nChanged 3
		SP:Iteration 123Q (47454.950000 sec): 3 clusters
  Score: Raw -4244524.532387 + Penalty 11851.665305 = -4232672.867082
  nChanged 0
		SP:Iteration 124F (47455.070000 sec): 3 clusters
  Score: Raw -4244524.532387 + Penalty 11851.665305 = -4232672.867082
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47455.630000 sec): 2 clusters
  Score: Raw -23655589.315822 + Penalty 6978.601464 = -23648610.714358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47456.270000 sec): 3 clusters
  Score: Raw -23601866.982938 + Penalty 13957.202929 = -23587909.780010
  nChanged 40230
		SP:Iteration 1F (47456.920000 sec): 3 clusters
  Score: Raw -23623718.693995 + Penalty 13957.202929 = -23609761.491067
  nChanged 3864
		SP:Iteration 2Q (47457.570000 sec): 3 clusters
  Score: Raw -23624800.460731 + Penalty 13957.202929 = -23610843.257803
  nChanged 3354
		SP:Iteration 3Q (47458.250000 sec): 3 clusters
  Score: Raw -23625735.973400 + Penalty 13957.202929 = -23611778.770471
  nChanged 3126
		SP:Iteration 4Q (47458.930000 sec): 3 clusters
  Score: Raw -23626637.897430 + Penalty 13957.202929 = -23612680.694502
  nChanged 3021
		SP:Iteration 5Q (47459.590000 sec): 3 clusters
  Score: Raw -23627541.773356 + Penalty 13957.202929 = -23613584.570427
  nChanged 2936
		SP:Iteration 6Q (47460.270000 sec): 3 clusters
  Score: Raw -23628531.825593 + Penalty 13957.202929 = -23614574.622664
  nChanged 3271
		SP:Iteration 7Q (47460.940000 sec): 3 clusters
  Score: Raw -23629771.582983 + Penalty 13957.202929 = -23615814.380054
  nChanged 3561
		SP:Iteration 8Q (47461.610000 sec): 3 clusters
  Score: Raw -23631326.103714 + Penalty 13957.202929 = -23617368.900785
  nChanged 4078
		SP:Iteration 9Q (47462.290000 sec): 3 clusters
  Score: Raw -23633472.926530 + Penalty 13957.202929 = -23619515.723601
  nChanged 4641
		SP:Iteration 10F (47462.950000 sec): 3 clusters
  Score: Raw -23636294.773614 + Penalty 13957.202929 = -23622337.570685
  nChanged 5005
		SP:Iteration 11F (47463.610000 sec): 3 clusters
  Score: Raw -23639629.288187 + Penalty 13957.202929 = -23625672.085259
  nChanged 4987
		SP:Iteration 12F (47464.250000 sec): 3 clusters
  Score: Raw -23643196.636201 + Penalty 13957.202929 = -23629239.433272
  nChanged 4623
		SP:Iteration 13F (47464.900000 sec): 3 clusters
  Score: Raw -23646702.543893 + Penalty 13957.202929 = -23632745.340965
  nChanged 3923
		SP:Iteration 14Q (47465.510000 sec): 3 clusters
  Score: Raw -23649816.251570 + Penalty 13957.202929 = -23635859.048642
  nChanged 3107
		SP:Iteration 15Q (47466.100000 sec): 3 clusters
  Score: Raw -23652327.547705 + Penalty 13957.202929 = -23638370.344776
  nChanged 2157
		SP:Iteration 16Q (47466.660000 sec): 3 clusters
  Score: Raw -23654054.715256 + Penalty 13957.202929 = -23640097.512327
  nChanged 1400
		SP:Iteration 17Q (47467.210000 sec): 3 clusters
  Score: Raw -23655171.046923 + Penalty 13957.202929 = -23641213.843994
  nChanged 892
		SP:Iteration 18Q (47467.730000 sec): 3 clusters
  Score: Raw -23655814.775746 + Penalty 13957.202929 = -23641857.572817
  nChanged 598
		SP:Iteration 19Q (47468.230000 sec): 3 clusters
  Score: Raw -23656219.287499 + Penalty 13957.202929 = -23642262.084571
  nChanged 420
		SP:Iteration 20F (47468.870000 sec): 3 clusters
  Score: Raw -23656481.703451 + Penalty 13957.202929 = -23642524.500522
  nChanged 302
		SP:Iteration 21Q (47469.330000 sec): 3 clusters
  Score: Raw -23656653.830471 + Penalty 13957.202929 = -23642696.627542
  nChanged 210
		SP:Iteration 22Q (47469.800000 sec): 3 clusters
  Score: Raw -23656765.592383 + Penalty 13957.202929 = -23642808.389454
  nChanged 161
		SP:Iteration 23Q (47470.260000 sec): 3 clusters
  Score: Raw -23656862.074691 + Penalty 13957.202929 = -23642904.871762
  nChanged 148
		SP:Iteration 24Q (47470.720000 sec): 3 clusters
  Score: Raw -23656940.085475 + Penalty 13957.202929 = -23642982.882546
  nChanged 112
		SP:Iteration 25Q (47471.170000 sec): 3 clusters
  Score: Raw -23656996.739316 + Penalty 13957.202929 = -23643039.536387
  nChanged 88
		SP:Iteration 26Q (47471.630000 sec): 3 clusters
  Score: Raw -23657042.184030 + Penalty 13957.202929 = -23643084.981102
  nChanged 70
		SP:Iteration 27Q (47472.080000 sec): 3 clusters
  Score: Raw -23657075.418448 + Penalty 13957.202929 = -23643118.215519
  nChanged 58
		SP:Iteration 28Q (47472.530000 sec): 3 clusters
  Score: Raw -23657104.612226 + Penalty 13957.202929 = -23643147.409297
  nChanged 54
		SP:Iteration 29Q (47472.970000 sec): 3 clusters
  Score: Raw -23657126.382459 + Penalty 13957.202929 = -23643169.179530
  nChanged 36
		SP:Iteration 30Q (47473.430000 sec): 3 clusters
  Score: Raw -23657140.195479 + Penalty 13957.202929 = -23643182.992550
  nChanged 33
		SP:Iteration 31Q (47473.890000 sec): 3 clusters
  Score: Raw -23657153.885565 + Penalty 13957.202929 = -23643196.682637
  nChanged 30
		SP:Iteration 32Q (47474.360000 sec): 3 clusters
  Score: Raw -23657168.245169 + Penalty 13957.202929 = -23643211.042241
  nChanged 27
		SP:Iteration 33Q (47474.820000 sec): 3 clusters
  Score: Raw -23657180.083600 + Penalty 13957.202929 = -23643222.880672
  nChanged 22
		SP:Iteration 34Q (47475.290000 sec): 3 clusters
  Score: Raw -23657189.533039 + Penalty 13957.202929 = -23643232.330111
  nChanged 21
		SP:Iteration 35Q (47475.750000 sec): 3 clusters
  Score: Raw -23657197.041617 + Penalty 13957.202929 = -23643239.838689
  nChanged 9
		SP:Iteration 36Q (47476.210000 sec): 3 clusters
  Score: Raw -23657200.342671 + Penalty 13957.202929 = -23643243.139743
  nChanged 7
		SP:Iteration 37Q (47476.680000 sec): 3 clusters
  Score: Raw -23657203.498691 + Penalty 13957.202929 = -23643246.295762
  nChanged 5
		SP:Iteration 38Q (47477.140000 sec): 3 clusters
  Score: Raw -23657205.680025 + Penalty 13957.202929 = -23643248.477096
  nChanged 7
		SP:Iteration 39Q (47477.610000 sec): 3 clusters
  Score: Raw -23657208.293432 + Penalty 13957.202929 = -23643251.090504
  nChanged 5
		SP:Iteration 40F (47478.260000 sec): 3 clusters
  Score: Raw -23657210.893568 + Penalty 13957.202929 = -23643253.690639
  nChanged 6
		SP:Iteration 41Q (47478.700000 sec): 3 clusters
  Score: Raw -23657213.834430 + Penalty 13957.202929 = -23643256.631502
  nChanged 6
		SP:Iteration 42Q (47479.160000 sec): 3 clusters
  Score: Raw -23657215.973215 + Penalty 13957.202929 = -23643258.770286
  nChanged 3
		SP:Iteration 43Q (47479.620000 sec): 3 clusters
  Score: Raw -23657217.097961 + Penalty 13957.202929 = -23643259.895032
  nChanged 2
		SP:Iteration 44Q (47480.090000 sec): 3 clusters
  Score: Raw -23657217.714752 + Penalty 13957.202929 = -23643260.511823
  nChanged 2
		SP:Iteration 45Q (47480.540000 sec): 3 clusters
  Score: Raw -23657218.431664 + Penalty 13957.202929 = -23643261.228735
  nChanged 3
		SP:Iteration 46Q (47480.990000 sec): 3 clusters
  Score: Raw -23657219.989646 + Penalty 13957.202929 = -23643262.786717
  nChanged 5
		SP:Iteration 47Q (47481.440000 sec): 3 clusters
  Score: Raw -23657221.920712 + Penalty 13957.202929 = -23643264.717783
  nChanged 7
		SP:Iteration 48Q (47481.880000 sec): 3 clusters
  Score: Raw -23657224.111955 + Penalty 13957.202929 = -23643266.909027
  nChanged 2
		SP:Iteration 49Q (47482.330000 sec): 3 clusters
  Score: Raw -23657224.939322 + Penalty 13957.202929 = -23643267.736394
  nChanged 2
		SP:Iteration 50Q (47482.780000 sec): 3 clusters
  Score: Raw -23657225.855808 + Penalty 13957.202929 = -23643268.652879
  nChanged 1
		SP:Iteration 51Q (47483.230000 sec): 3 clusters
  Score: Raw -23657226.049876 + Penalty 13957.202929 = -23643268.846948
  nChanged 0
		SP:Iteration 52F (47483.890000 sec): 3 clusters
  Score: Raw -23657226.049876 + Penalty 13957.202929 = -23643268.846948
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (10133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47484.000000 sec): 2 clusters
  Score: Raw -2580588.828579 + Penalty 5649.426031 = -2574939.402548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47484.080000 sec): 3 clusters
  Score: Raw -2575935.140857 + Penalty 11298.852062 = -2564636.288796
  nChanged 3700
		SP:Iteration 1F (47484.150000 sec): 3 clusters
  Score: Raw -2578127.989686 + Penalty 11298.852062 = -2566829.137624
  nChanged 787
		SP:Iteration 2F (47484.220000 sec): 3 clusters
  Score: Raw -2578652.524463 + Penalty 11298.852062 = -2567353.672401
  nChanged 525
		SP:Iteration 3F (47484.300000 sec): 3 clusters
  Score: Raw -2579013.886059 + Penalty 11298.852062 = -2567715.033997
  nChanged 405
		SP:Iteration 4Q (47484.370000 sec): 3 clusters
  Score: Raw -2579323.725304 + Penalty 11298.852062 = -2568024.873242
  nChanged 396
		SP:Iteration 5Q (47484.440000 sec): 3 clusters
  Score: Raw -2579582.662064 + Penalty 11298.852062 = -2568283.810002
  nChanged 315
		SP:Iteration 6Q (47484.520000 sec): 3 clusters
  Score: Raw -2579789.181282 + Penalty 11298.852062 = -2568490.329220
  nChanged 298
		SP:Iteration 7Q (47484.600000 sec): 3 clusters
  Score: Raw -2580013.236292 + Penalty 11298.852062 = -2568714.384230
  nChanged 347
		SP:Iteration 8Q (47484.670000 sec): 3 clusters
  Score: Raw -2580294.050021 + Penalty 11298.852062 = -2568995.197959
  nChanged 395
		SP:Iteration 9Q (47484.740000 sec): 3 clusters
  Score: Raw -2580662.991648 + Penalty 11298.852062 = -2569364.139586
  nChanged 482
		SP:Iteration 10Q (47484.810000 sec): 3 clusters
  Score: Raw -2581220.212607 + Penalty 11298.852062 = -2569921.360545
  nChanged 547
		SP:Iteration 11F (47484.880000 sec): 3 clusters
  Score: Raw -2581911.044759 + Penalty 11298.852062 = -2570612.192697
  nChanged 559
		SP:Iteration 12F (47484.960000 sec): 3 clusters
  Score: Raw -2582731.521668 + Penalty 11298.852062 = -2571432.669606
  nChanged 617
		SP:Iteration 13F (47485.030000 sec): 3 clusters
  Score: Raw -2583609.443238 + Penalty 11298.852062 = -2572310.591176
  nChanged 568
		SP:Iteration 14F (47485.100000 sec): 3 clusters
  Score: Raw -2584429.796205 + Penalty 11298.852062 = -2573130.944143
  nChanged 472
		SP:Iteration 15Q (47485.160000 sec): 3 clusters
  Score: Raw -2584957.939406 + Penalty 11298.852062 = -2573659.087345
  nChanged 288
		SP:Iteration 16Q (47485.230000 sec): 3 clusters
  Score: Raw -2585200.933647 + Penalty 11298.852062 = -2573902.081585
  nChanged 186
		SP:Iteration 17Q (47485.290000 sec): 3 clusters
  Score: Raw -2585328.291310 + Penalty 11298.852062 = -2574029.439249
  nChanged 108
		SP:Iteration 18Q (47485.360000 sec): 3 clusters
  Score: Raw -2585384.679830 + Penalty 11298.852062 = -2574085.827768
  nChanged 53
		SP:Iteration 19Q (47485.420000 sec): 3 clusters
  Score: Raw -2585404.950237 + Penalty 11298.852062 = -2574106.098175
  nChanged 31
		SP:Iteration 20F (47485.500000 sec): 3 clusters
  Score: Raw -2585414.837321 + Penalty 11298.852062 = -2574115.985259
  nChanged 15
		SP:Iteration 21Q (47485.560000 sec): 3 clusters
  Score: Raw -2585420.893787 + Penalty 11298.852062 = -2574122.041725
  nChanged 13
		SP:Iteration 22Q (47485.620000 sec): 3 clusters
  Score: Raw -2585426.803174 + Penalty 11298.852062 = -2574127.951113
  nChanged 18
		SP:Iteration 23Q (47485.690000 sec): 3 clusters
  Score: Raw -2585434.702401 + Penalty 11298.852062 = -2574135.850339
  nChanged 15
		SP:Iteration 24Q (47485.750000 sec): 3 clusters
  Score: Raw -2585441.123847 + Penalty 11298.852062 = -2574142.271786
  nChanged 11
		SP:Iteration 25Q (47485.820000 sec): 3 clusters
  Score: Raw -2585444.773415 + Penalty 11298.852062 = -2574145.921353
  nChanged 12
		SP:Iteration 26Q (47485.880000 sec): 3 clusters
  Score: Raw -2585448.793885 + Penalty 11298.852062 = -2574149.941823
  nChanged 7
		SP:Iteration 27Q (47485.950000 sec): 3 clusters
  Score: Raw -2585451.583632 + Penalty 11298.852062 = -2574152.731570
  nChanged 4
		SP:Iteration 28Q (47486.010000 sec): 3 clusters
  Score: Raw -2585453.075570 + Penalty 11298.852062 = -2574154.223508
  nChanged 2
		SP:Iteration 29Q (47486.080000 sec): 3 clusters
  Score: Raw -2585454.051429 + Penalty 11298.852062 = -2574155.199368
  nChanged 2
		SP:Iteration 30Q (47486.140000 sec): 3 clusters
  Score: Raw -2585454.691761 + Penalty 11298.852062 = -2574155.839699
  nChanged 2
		SP:Iteration 31Q (47486.200000 sec): 3 clusters
  Score: Raw -2585455.252585 + Penalty 11298.852062 = -2574156.400524
  nChanged 3
		SP:Iteration 32Q (47486.270000 sec): 3 clusters
  Score: Raw -2585456.391461 + Penalty 11298.852062 = -2574157.539399
  nChanged 2
		SP:Iteration 33Q (47486.330000 sec): 3 clusters
  Score: Raw -2585456.939504 + Penalty 11298.852062 = -2574158.087442
  nChanged 1
		SP:Iteration 34Q (47486.400000 sec): 3 clusters
  Score: Raw -2585457.184972 + Penalty 11298.852062 = -2574158.332911
  nChanged 0
		SP:Iteration 35F (47486.470000 sec): 3 clusters
  Score: Raw -2585457.184972 + Penalty 11298.852062 = -2574158.332911
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47486.490000 sec): 2 clusters
  Score: Raw -47187.579177 + Penalty 3403.557188 = -43784.021990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47486.490000 sec): 3 clusters
  Score: Raw -48115.690842 + Penalty 6807.114376 = -41308.576467
  nChanged 22
		SP:Iteration 1F (47486.490000 sec): 3 clusters
  Score: Raw -48318.213244 + Penalty 6807.114376 = -41511.098868
  nChanged 4
		SP:Iteration 2Q (47486.500000 sec): 3 clusters
  Score: Raw -48351.026818 + Penalty 6807.114376 = -41543.912442
  nChanged 6
		SP:Iteration 3Q (47486.500000 sec): 3 clusters
  Score: Raw -48379.298407 + Penalty 6807.114376 = -41572.184031
  nChanged 1
		SP:Iteration 4Q (47486.500000 sec): 3 clusters
  Score: Raw -48380.770924 + Penalty 6807.114376 = -41573.656548
  nChanged 0
		SP:Iteration 5F (47486.500000 sec): 3 clusters
  Score: Raw -48380.770924 + Penalty 6807.114376 = -41573.656548
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47486.680000 sec): 2 clusters
  Score: Raw -7356532.198259 + Penalty 6264.912935 = -7350267.285324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47486.900000 sec): 3 clusters
  Score: Raw -7341436.457128 + Penalty 12529.825870 = -7328906.631258
  nChanged 11528
		SP:Iteration 1F (47487.110000 sec): 3 clusters
  Score: Raw -7347695.056911 + Penalty 12529.825870 = -7335165.231041
  nChanged 1851
		SP:Iteration 2F (47487.320000 sec): 3 clusters
  Score: Raw -7348565.578754 + Penalty 12529.825870 = -7336035.752884
  nChanged 1503
		SP:Iteration 3F (47487.520000 sec): 3 clusters
  Score: Raw -7349266.896892 + Penalty 12529.825870 = -7336737.071022
  nChanged 1308
		SP:Iteration 4Q (47487.730000 sec): 3 clusters
  Score: Raw -7349876.767979 + Penalty 12529.825870 = -7337346.942109
  nChanged 1200
		SP:Iteration 5Q (47487.930000 sec): 3 clusters
  Score: Raw -7350477.396738 + Penalty 12529.825870 = -7337947.570867
  nChanged 1202
		SP:Iteration 6Q (47488.130000 sec): 3 clusters
  Score: Raw -7351116.104739 + Penalty 12529.825870 = -7338586.278869
  nChanged 1281
		SP:Iteration 7Q (47488.330000 sec): 3 clusters
  Score: Raw -7351825.500332 + Penalty 12529.825870 = -7339295.674462
  nChanged 1251
		SP:Iteration 8Q (47488.530000 sec): 3 clusters
  Score: Raw -7352548.734828 + Penalty 12529.825870 = -7340018.908958
  nChanged 1213
		SP:Iteration 9Q (47488.730000 sec): 3 clusters
  Score: Raw -7353238.786559 + Penalty 12529.825870 = -7340708.960689
  nChanged 1153
		SP:Iteration 10Q (47488.930000 sec): 3 clusters
  Score: Raw -7353923.310753 + Penalty 12529.825870 = -7341393.484882
  nChanged 1090
		SP:Iteration 11Q (47489.140000 sec): 3 clusters
  Score: Raw -7354561.321017 + Penalty 12529.825870 = -7342031.495147
  nChanged 961
		SP:Iteration 12Q (47489.340000 sec): 3 clusters
  Score: Raw -7355109.540711 + Penalty 12529.825870 = -7342579.714841
  nChanged 854
		SP:Iteration 13Q (47489.540000 sec): 3 clusters
  Score: Raw -7355576.483671 + Penalty 12529.825870 = -7343046.657801
  nChanged 695
		SP:Iteration 14Q (47489.740000 sec): 3 clusters
  Score: Raw -7355956.570699 + Penalty 12529.825870 = -7343426.744829
  nChanged 602
		SP:Iteration 15Q (47489.940000 sec): 3 clusters
  Score: Raw -7356284.437792 + Penalty 12529.825870 = -7343754.611921
  nChanged 514
		SP:Iteration 16Q (47490.140000 sec): 3 clusters
  Score: Raw -7356541.013799 + Penalty 12529.825870 = -7344011.187929
  nChanged 402
		SP:Iteration 17Q (47490.340000 sec): 3 clusters
  Score: Raw -7356743.135847 + Penalty 12529.825870 = -7344213.309976
  nChanged 345
		SP:Iteration 18Q (47490.530000 sec): 3 clusters
  Score: Raw -7356923.770879 + Penalty 12529.825870 = -7344393.945009
  nChanged 294
		SP:Iteration 19Q (47490.730000 sec): 3 clusters
  Score: Raw -7357086.657073 + Penalty 12529.825870 = -7344556.831203
  nChanged 254
		SP:Iteration 20F (47490.930000 sec): 3 clusters
  Score: Raw -7357225.581836 + Penalty 12529.825870 = -7344695.755965
  nChanged 233
		SP:Iteration 21Q (47491.120000 sec): 3 clusters
  Score: Raw -7357356.495806 + Penalty 12529.825870 = -7344826.669935
  nChanged 196
		SP:Iteration 22Q (47491.310000 sec): 3 clusters
  Score: Raw -7357467.776700 + Penalty 12529.825870 = -7344937.950830
  nChanged 169
		SP:Iteration 23Q (47491.500000 sec): 3 clusters
  Score: Raw -7357560.640474 + Penalty 12529.825870 = -7345030.814604
  nChanged 128
		SP:Iteration 24Q (47491.690000 sec): 3 clusters
  Score: Raw -7357628.445073 + Penalty 12529.825870 = -7345098.619203
  nChanged 113
		SP:Iteration 25Q (47491.870000 sec): 3 clusters
  Score: Raw -7357693.938436 + Penalty 12529.825870 = -7345164.112566
  nChanged 94
		SP:Iteration 26Q (47492.060000 sec): 3 clusters
  Score: Raw -7357749.030499 + Penalty 12529.825870 = -7345219.204628
  nChanged 96
		SP:Iteration 27Q (47492.240000 sec): 3 clusters
  Score: Raw -7357801.444170 + Penalty 12529.825870 = -7345271.618300
  nChanged 93
		SP:Iteration 28Q (47492.430000 sec): 3 clusters
  Score: Raw -7357848.550863 + Penalty 12529.825870 = -7345318.724993
  nChanged 66
		SP:Iteration 29Q (47492.610000 sec): 3 clusters
  Score: Raw -7357880.814984 + Penalty 12529.825870 = -7345350.989113
  nChanged 51
		SP:Iteration 30Q (47492.790000 sec): 3 clusters
  Score: Raw -7357908.301073 + Penalty 12529.825870 = -7345378.475203
  nChanged 36
		SP:Iteration 31Q (47492.970000 sec): 3 clusters
  Score: Raw -7357925.232030 + Penalty 12529.825870 = -7345395.406159
  nChanged 27
		SP:Iteration 32Q (47493.150000 sec): 3 clusters
  Score: Raw -7357939.503140 + Penalty 12529.825870 = -7345409.677269
  nChanged 28
		SP:Iteration 33Q (47493.340000 sec): 3 clusters
  Score: Raw -7357953.673574 + Penalty 12529.825870 = -7345423.847703
  nChanged 24
		SP:Iteration 34Q (47493.530000 sec): 3 clusters
  Score: Raw -7357967.224696 + Penalty 12529.825870 = -7345437.398825
  nChanged 16
		SP:Iteration 35Q (47493.710000 sec): 3 clusters
  Score: Raw -7357974.441456 + Penalty 12529.825870 = -7345444.615586
  nChanged 11
		SP:Iteration 36Q (47493.900000 sec): 3 clusters
  Score: Raw -7357978.998107 + Penalty 12529.825870 = -7345449.172237
  nChanged 8
		SP:Iteration 37Q (47494.080000 sec): 3 clusters
  Score: Raw -7357982.861522 + Penalty 12529.825870 = -7345453.035651
  nChanged 7
		SP:Iteration 38Q (47494.270000 sec): 3 clusters
  Score: Raw -7357985.765098 + Penalty 12529.825870 = -7345455.939228
  nChanged 7
		SP:Iteration 39Q (47494.450000 sec): 3 clusters
  Score: Raw -7357988.904565 + Penalty 12529.825870 = -7345459.078695
  nChanged 6
		SP:Iteration 40F (47494.670000 sec): 3 clusters
  Score: Raw -7357991.845025 + Penalty 12529.825870 = -7345462.019154
  nChanged 2
		SP:Iteration 41Q (47494.860000 sec): 3 clusters
  Score: Raw -7357992.497568 + Penalty 12529.825870 = -7345462.671698
  nChanged 1
		SP:Iteration 42Q (47495.040000 sec): 3 clusters
  Score: Raw -7357992.987891 + Penalty 12529.825870 = -7345463.162021
  nChanged 1
		SP:Iteration 43Q (47495.230000 sec): 3 clusters
  Score: Raw -7357993.467511 + Penalty 12529.825870 = -7345463.641640
  nChanged 3
		SP:Iteration 44Q (47495.410000 sec): 3 clusters
  Score: Raw -7357994.800652 + Penalty 12529.825870 = -7345464.974782
  nChanged 2
		SP:Iteration 45Q (47495.600000 sec): 3 clusters
  Score: Raw -7357995.741243 + Penalty 12529.825870 = -7345465.915373
  nChanged 2
		SP:Iteration 46Q (47495.790000 sec): 3 clusters
  Score: Raw -7357996.472169 + Penalty 12529.825870 = -7345466.646299
  nChanged 1
		SP:Iteration 47Q (47495.970000 sec): 3 clusters
  Score: Raw -7357996.815370 + Penalty 12529.825870 = -7345466.989499
  nChanged 1
		SP:Iteration 48Q (47496.160000 sec): 3 clusters
  Score: Raw -7357997.253314 + Penalty 12529.825870 = -7345467.427443
  nChanged 2
		SP:Iteration 49Q (47496.340000 sec): 3 clusters
  Score: Raw -7357998.628371 + Penalty 12529.825870 = -7345468.802501
  nChanged 1
		SP:Iteration 50Q (47496.530000 sec): 3 clusters
  Score: Raw -7357999.102199 + Penalty 12529.825870 = -7345469.276328
  nChanged 2
		SP:Iteration 51Q (47496.710000 sec): 3 clusters
  Score: Raw -7357999.935017 + Penalty 12529.825870 = -7345470.109146
  nChanged 0
		SP:Iteration 52F (47496.920000 sec): 3 clusters
  Score: Raw -7357999.935017 + Penalty 12529.825870 = -7345470.109146
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47496.940000 sec): 2 clusters
  Score: Raw -114924.965618 + Penalty 3783.990770 = -111140.974848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47496.950000 sec): 3 clusters
  Score: Raw -115498.596782 + Penalty 7567.981540 = -107930.615243
  nChanged 55
		SP:Iteration 1F (47496.950000 sec): 3 clusters
  Score: Raw -115716.030083 + Penalty 7567.981540 = -108148.048543
  nChanged 12
		SP:Iteration 2Q (47496.960000 sec): 3 clusters
  Score: Raw -115750.759607 + Penalty 7567.981540 = -108182.778068
  nChanged 0
		SP:Iteration 3F (47496.960000 sec): 3 clusters
  Score: Raw -115750.759607 + Penalty 7567.981540 = -108182.778068
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47497.060000 sec): 2 clusters
  Score: Raw -3555120.558357 + Penalty 5826.416595 = -3549294.141762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47497.160000 sec): 3 clusters
  Score: Raw -3548564.570227 + Penalty 11652.833191 = -3536911.737036
  nChanged 5186
		SP:Iteration 1F (47497.260000 sec): 3 clusters
  Score: Raw -3551452.155327 + Penalty 11652.833191 = -3539799.322136
  nChanged 946
		SP:Iteration 2F (47497.360000 sec): 3 clusters
  Score: Raw -3551981.641133 + Penalty 11652.833191 = -3540328.807942
  nChanged 649
		SP:Iteration 3Q (47497.460000 sec): 3 clusters
  Score: Raw -3552356.253906 + Penalty 11652.833191 = -3540703.420715
  nChanged 536
		SP:Iteration 4Q (47497.570000 sec): 3 clusters
  Score: Raw -3552670.492938 + Penalty 11652.833191 = -3541017.659747
  nChanged 497
		SP:Iteration 5Q (47497.670000 sec): 3 clusters
  Score: Raw -3552951.535339 + Penalty 11652.833191 = -3541298.702149
  nChanged 456
		SP:Iteration 6Q (47497.770000 sec): 3 clusters
  Score: Raw -3553238.206089 + Penalty 11652.833191 = -3541585.372898
  nChanged 484
		SP:Iteration 7Q (47497.870000 sec): 3 clusters
  Score: Raw -3553599.939177 + Penalty 11652.833191 = -3541947.105986
  nChanged 568
		SP:Iteration 8Q (47497.970000 sec): 3 clusters
  Score: Raw -3554093.179636 + Penalty 11652.833191 = -3542440.346445
  nChanged 634
		SP:Iteration 9Q (47498.070000 sec): 3 clusters
  Score: Raw -3554595.892283 + Penalty 11652.833191 = -3542943.059092
  nChanged 575
		SP:Iteration 10Q (47498.170000 sec): 3 clusters
  Score: Raw -3555020.953499 + Penalty 11652.833191 = -3543368.120308
  nChanged 516
		SP:Iteration 11Q (47498.270000 sec): 3 clusters
  Score: Raw -3555390.141909 + Penalty 11652.833191 = -3543737.308718
  nChanged 452
		SP:Iteration 12Q (47498.370000 sec): 3 clusters
  Score: Raw -3555673.996171 + Penalty 11652.833191 = -3544021.162980
  nChanged 375
		SP:Iteration 13Q (47498.470000 sec): 3 clusters
  Score: Raw -3555890.180488 + Penalty 11652.833191 = -3544237.347297
  nChanged 300
		SP:Iteration 14Q (47498.570000 sec): 3 clusters
  Score: Raw -3556057.353402 + Penalty 11652.833191 = -3544404.520211
  nChanged 278
		SP:Iteration 15Q (47498.670000 sec): 3 clusters
  Score: Raw -3556198.550128 + Penalty 11652.833191 = -3544545.716937
  nChanged 197
		SP:Iteration 16Q (47498.770000 sec): 3 clusters
  Score: Raw -3556300.169461 + Penalty 11652.833191 = -3544647.336270
  nChanged 163
		SP:Iteration 17Q (47498.860000 sec): 3 clusters
  Score: Raw -3556377.018452 + Penalty 11652.833191 = -3544724.185261
  nChanged 150
		SP:Iteration 18Q (47498.960000 sec): 3 clusters
  Score: Raw -3556446.013831 + Penalty 11652.833191 = -3544793.180640
  nChanged 110
		SP:Iteration 19Q (47499.060000 sec): 3 clusters
  Score: Raw -3556492.400890 + Penalty 11652.833191 = -3544839.567699
  nChanged 105
		SP:Iteration 20F (47499.160000 sec): 3 clusters
  Score: Raw -3556550.394764 + Penalty 11652.833191 = -3544897.561573
  nChanged 119
		SP:Iteration 21Q (47499.260000 sec): 3 clusters
  Score: Raw -3556615.150027 + Penalty 11652.833191 = -3544962.316836
  nChanged 108
		SP:Iteration 22Q (47499.360000 sec): 3 clusters
  Score: Raw -3556679.293805 + Penalty 11652.833191 = -3545026.460614
  nChanged 107
		SP:Iteration 23Q (47499.450000 sec): 3 clusters
  Score: Raw -3556754.033036 + Penalty 11652.833191 = -3545101.199845
  nChanged 103
		SP:Iteration 24Q (47499.550000 sec): 3 clusters
  Score: Raw -3556831.420674 + Penalty 11652.833191 = -3545178.587483
  nChanged 130
		SP:Iteration 25Q (47499.640000 sec): 3 clusters
  Score: Raw -3556930.263442 + Penalty 11652.833191 = -3545277.430251
  nChanged 125
		SP:Iteration 26Q (47499.740000 sec): 3 clusters
  Score: Raw -3557035.612719 + Penalty 11652.833191 = -3545382.779528
  nChanged 117
		SP:Iteration 27Q (47499.830000 sec): 3 clusters
  Score: Raw -3557131.975313 + Penalty 11652.833191 = -3545479.142122
  nChanged 110
		SP:Iteration 28Q (47499.920000 sec): 3 clusters
  Score: Raw -3557215.468449 + Penalty 11652.833191 = -3545562.635258
  nChanged 89
		SP:Iteration 29Q (47500.020000 sec): 3 clusters
  Score: Raw -3557257.704735 + Penalty 11652.833191 = -3545604.871544
  nChanged 55
		SP:Iteration 30Q (47500.110000 sec): 3 clusters
  Score: Raw -3557283.724227 + Penalty 11652.833191 = -3545630.891036
  nChanged 46
		SP:Iteration 31Q (47500.200000 sec): 3 clusters
  Score: Raw -3557308.369553 + Penalty 11652.833191 = -3545655.536362
  nChanged 42
		SP:Iteration 32Q (47500.290000 sec): 3 clusters
  Score: Raw -3557325.249911 + Penalty 11652.833191 = -3545672.416720
  nChanged 37
		SP:Iteration 33Q (47500.380000 sec): 3 clusters
  Score: Raw -3557339.973580 + Penalty 11652.833191 = -3545687.140389
  nChanged 29
		SP:Iteration 34Q (47500.470000 sec): 3 clusters
  Score: Raw -3557349.163626 + Penalty 11652.833191 = -3545696.330435
  nChanged 22
		SP:Iteration 35Q (47500.560000 sec): 3 clusters
  Score: Raw -3557357.049459 + Penalty 11652.833191 = -3545704.216268
  nChanged 19
		SP:Iteration 36Q (47500.660000 sec): 3 clusters
  Score: Raw -3557363.709667 + Penalty 11652.833191 = -3545710.876476
  nChanged 14
		SP:Iteration 37Q (47500.740000 sec): 3 clusters
  Score: Raw -3557368.535964 + Penalty 11652.833191 = -3545715.702773
  nChanged 13
		SP:Iteration 38Q (47500.840000 sec): 3 clusters
  Score: Raw -3557373.205107 + Penalty 11652.833191 = -3545720.371916
  nChanged 13
		SP:Iteration 39Q (47500.920000 sec): 3 clusters
  Score: Raw -3557376.665861 + Penalty 11652.833191 = -3545723.832670
  nChanged 11
		SP:Iteration 40F (47501.030000 sec): 3 clusters
  Score: Raw -3557380.088763 + Penalty 11652.833191 = -3545727.255572
  nChanged 11
		SP:Iteration 41Q (47501.120000 sec): 3 clusters
  Score: Raw -3557383.241708 + Penalty 11652.833191 = -3545730.408517
  nChanged 7
		SP:Iteration 42Q (47501.210000 sec): 3 clusters
  Score: Raw -3557385.102641 + Penalty 11652.833191 = -3545732.269450
  nChanged 8
		SP:Iteration 43Q (47501.300000 sec): 3 clusters
  Score: Raw -3557388.241016 + Penalty 11652.833191 = -3545735.407825
  nChanged 8
		SP:Iteration 44Q (47501.390000 sec): 3 clusters
  Score: Raw -3557391.067724 + Penalty 11652.833191 = -3545738.234533
  nChanged 13
		SP:Iteration 45Q (47501.480000 sec): 3 clusters
  Score: Raw -3557395.559429 + Penalty 11652.833191 = -3545742.726238
  nChanged 10
		SP:Iteration 46Q (47501.570000 sec): 3 clusters
  Score: Raw -3557398.098017 + Penalty 11652.833191 = -3545745.264826
  nChanged 5
		SP:Iteration 47Q (47501.660000 sec): 3 clusters
  Score: Raw -3557400.258770 + Penalty 11652.833191 = -3545747.425579
  nChanged 1
		SP:Iteration 48Q (47501.760000 sec): 3 clusters
  Score: Raw -3557400.532786 + Penalty 11652.833191 = -3545747.699595
  nChanged 0
		SP:Iteration 49F (47501.860000 sec): 3 clusters
  Score: Raw -3557400.532786 + Penalty 11652.833191 = -3545747.699595
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47501.880000 sec): 2 clusters
  Score: Raw -372692.114364 + Penalty 4450.075705 = -368242.038659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47501.890000 sec): 3 clusters
  Score: Raw -372621.317845 + Penalty 8900.151411 = -363721.166434
  nChanged 312
		SP:Iteration 1F (47501.900000 sec): 3 clusters
  Score: Raw -373160.979785 + Penalty 8900.151411 = -364260.828375
  nChanged 104
		SP:Iteration 2F (47501.910000 sec): 3 clusters
  Score: Raw -373462.159440 + Penalty 8900.151411 = -364562.008029
  nChanged 82
		SP:Iteration 3F (47501.930000 sec): 3 clusters
  Score: Raw -373704.305578 + Penalty 8900.151411 = -364804.154167
  nChanged 71
		SP:Iteration 4Q (47501.930000 sec): 3 clusters
  Score: Raw -373969.415830 + Penalty 8900.151411 = -365069.264419
  nChanged 60
		SP:Iteration 5Q (47501.940000 sec): 3 clusters
  Score: Raw -374236.698349 + Penalty 8900.151411 = -365336.546938
  nChanged 49
		SP:Iteration 6Q (47501.950000 sec): 3 clusters
  Score: Raw -374504.681152 + Penalty 8900.151411 = -365604.529741
  nChanged 46
		SP:Iteration 7Q (47501.960000 sec): 3 clusters
  Score: Raw -374783.259765 + Penalty 8900.151411 = -365883.108354
  nChanged 54
		SP:Iteration 8Q (47501.970000 sec): 3 clusters
  Score: Raw -375068.874831 + Penalty 8900.151411 = -366168.723420
  nChanged 44
		SP:Iteration 9Q (47501.980000 sec): 3 clusters
  Score: Raw -375300.495486 + Penalty 8900.151411 = -366400.344075
  nChanged 34
		SP:Iteration 10Q (47501.990000 sec): 3 clusters
  Score: Raw -375441.249196 + Penalty 8900.151411 = -366541.097785
  nChanged 23
		SP:Iteration 11Q (47501.990000 sec): 3 clusters
  Score: Raw -375551.702414 + Penalty 8900.151411 = -366651.551003
  nChanged 20
		SP:Iteration 12Q (47502.000000 sec): 3 clusters
  Score: Raw -375646.802595 + Penalty 8900.151411 = -366746.651184
  nChanged 20
		SP:Iteration 13Q (47502.010000 sec): 3 clusters
  Score: Raw -375735.459068 + Penalty 8900.151411 = -366835.307657
  nChanged 15
		SP:Iteration 14Q (47502.020000 sec): 3 clusters
  Score: Raw -375795.710900 + Penalty 8900.151411 = -366895.559489
  nChanged 9
		SP:Iteration 15Q (47502.030000 sec): 3 clusters
  Score: Raw -375840.210438 + Penalty 8900.151411 = -366940.059027
  nChanged 7
		SP:Iteration 16Q (47502.030000 sec): 3 clusters
  Score: Raw -375877.847168 + Penalty 8900.151411 = -366977.695757
  nChanged 2
		SP:Iteration 17Q (47502.040000 sec): 3 clusters
  Score: Raw -375887.786478 + Penalty 8900.151411 = -366987.635067
  nChanged 5
		SP:Iteration 18Q (47502.050000 sec): 3 clusters
  Score: Raw -375907.739806 + Penalty 8900.151411 = -367007.588395
  nChanged 3
		SP:Iteration 19Q (47502.060000 sec): 3 clusters
  Score: Raw -375918.085755 + Penalty 8900.151411 = -367017.934344
  nChanged 6
		SP:Iteration 20F (47502.070000 sec): 3 clusters
  Score: Raw -375939.775024 + Penalty 8900.151411 = -367039.623613
  nChanged 4
		SP:Iteration 21Q (47502.080000 sec): 3 clusters
  Score: Raw -375955.885564 + Penalty 8900.151411 = -367055.734153
  nChanged 5
		SP:Iteration 22Q (47502.090000 sec): 3 clusters
  Score: Raw -375976.350249 + Penalty 8900.151411 = -367076.198838
  nChanged 6
		SP:Iteration 23Q (47502.090000 sec): 3 clusters
  Score: Raw -376003.103066 + Penalty 8900.151411 = -367102.951655
  nChanged 6
		SP:Iteration 24Q (47502.100000 sec): 3 clusters
  Score: Raw -376028.176439 + Penalty 8900.151411 = -367128.025028
  nChanged 2
		SP:Iteration 25Q (47502.110000 sec): 3 clusters
  Score: Raw -376035.294815 + Penalty 8900.151411 = -367135.143404
  nChanged 5
		SP:Iteration 26Q (47502.120000 sec): 3 clusters
  Score: Raw -376055.907097 + Penalty 8900.151411 = -367155.755686
  nChanged 2
		SP:Iteration 27Q (47502.130000 sec): 3 clusters
  Score: Raw -376061.089407 + Penalty 8900.151411 = -367160.937996
  nChanged 0
		SP:Iteration 28F (47502.140000 sec): 3 clusters
  Score: Raw -376061.089407 + Penalty 8900.151411 = -367160.937996
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 54 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47502.150000 sec): 2 clusters
  Score: Raw -43291.925633 + Penalty 3173.842425 = -40118.083208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47502.150000 sec): 3 clusters
  Score: Raw -44359.229946 + Penalty 6347.684849 = -38011.545096
  nChanged 1
		SP:Iteration 1Q (47502.150000 sec): 3 clusters
  Score: Raw -44363.364546 + Penalty 6347.684849 = -38015.679697
  nChanged 0
		SP:Iteration 2F (47502.150000 sec): 3 clusters
  Score: Raw -44363.364546 + Penalty 6347.684849 = -38015.679697
  nChanged 0
Iteration 379Q (47533.960000 sec): 55 clusters
  Score: Raw -522497555.798988 + Penalty 479762.270088 = -522017793.528901
  nChanged 41
Iteration 380F (47816.790000 sec): 55 clusters
  Score: Raw -522497557.933932 + Penalty 479762.270088 = -522017795.663845
  nChanged 46
Iteration 381Q (47849.060000 sec): 55 clusters
  Score: Raw -522497560.347102 + Penalty 479762.270088 = -522017798.077014
  nChanged 29
Iteration 382Q (47881.000000 sec): 55 clusters
  Score: Raw -522497563.024459 + Penalty 479762.270088 = -522017800.754372
  nChanged 30
Iteration 383Q (47912.610000 sec): 55 clusters
  Score: Raw -522497565.181962 + Penalty 479762.270088 = -522017802.911874
  nChanged 21
Iteration 384Q (47944.870000 sec): 55 clusters
  Score: Raw -522497568.893376 + Penalty 479762.270088 = -522017806.623288
  nChanged 33
Iteration 385Q (47976.860000 sec): 55 clusters
  Score: Raw -522497571.252741 + Penalty 479762.270088 = -522017808.982654
  nChanged 27
Iteration 386Q (48008.830000 sec): 55 clusters
  Score: Raw -522497572.786067 + Penalty 479762.270088 = -522017810.515979
  nChanged 22
Iteration 387Q (48041.260000 sec): 55 clusters
  Score: Raw -522497573.660933 + Penalty 479762.270088 = -522017811.390846
  nChanged 18
Iteration 388Q (48073.420000 sec): 55 clusters
  Score: Raw -522497574.060355 + Penalty 479762.270088 = -522017811.790267
  nChanged 17
Iteration 389Q (48105.260000 sec): 55 clusters
  Score: Raw -522497574.489079 + Penalty 479762.270088 = -522017812.218991
  nChanged 9
Iteration 390Q (48137.240000 sec): 55 clusters
  Score: Raw -522497574.832757 + Penalty 479762.270088 = -522017812.562670
  nChanged 13
Iteration 391Q (48169.270000 sec): 55 clusters
  Score: Raw -522497575.249040 + Penalty 479762.270088 = -522017812.978953
  nChanged 17
Iteration 392Q (48201.360000 sec): 55 clusters
  Score: Raw -522497576.109096 + Penalty 479762.270088 = -522017813.839009
  nChanged 22
Iteration 393Q (48232.740000 sec): 55 clusters
  Score: Raw -522497577.193804 + Penalty 479762.270088 = -522017814.923717
  nChanged 29
Iteration 394Q (48264.420000 sec): 55 clusters
  Score: Raw -522497578.109361 + Penalty 479762.270088 = -522017815.839274
  nChanged 21
Iteration 395Q (48296.020000 sec): 55 clusters
  Score: Raw -522497578.761172 + Penalty 479762.270088 = -522017816.491084
  nChanged 13
Iteration 396Q (48327.560000 sec): 55 clusters
  Score: Raw -522497579.385728 + Penalty 479762.270088 = -522017817.115640
  nChanged 10
Iteration 397Q (48359.600000 sec): 55 clusters
  Score: Raw -522497579.816106 + Penalty 479762.270088 = -522017817.546018
  nChanged 9
Iteration 398Q (48391.300000 sec): 55 clusters
  Score: Raw -522497580.148224 + Penalty 479762.270088 = -522017817.878137
  nChanged 10
Iteration 399Q (48422.980000 sec): 55 clusters
  Score: Raw -522497580.775154 + Penalty 479762.270088 = -522017818.505066
  nChanged 10
Iteration 400F (48705.620000 sec): 55 clusters
  Score: Raw -522497581.413672 + Penalty 479762.270088 = -522017819.143584
  nChanged 11
Iteration 401Q (48737.550000 sec): 55 clusters
  Score: Raw -522497581.972182 + Penalty 479762.270088 = -522017819.702095
  nChanged 16
Iteration 402Q (48769.390000 sec): 55 clusters
  Score: Raw -522497582.771347 + Penalty 479762.270088 = -522017820.501260
  nChanged 20
Iteration 403Q (48801.140000 sec): 55 clusters
  Score: Raw -522497583.768528 + Penalty 479762.270088 = -522017821.498440
  nChanged 15
Iteration 404Q (48832.930000 sec): 55 clusters
  Score: Raw -522497584.164361 + Penalty 479762.270088 = -522017821.894274
  nChanged 18
Iteration 405Q (48864.680000 sec): 55 clusters
  Score: Raw -522497584.473597 + Penalty 479762.270088 = -522017822.203509
  nChanged 14
Iteration 406Q (48896.530000 sec): 55 clusters
  Score: Raw -522497584.902872 + Penalty 479762.270088 = -522017822.632784
  nChanged 13
Iteration 407Q (48929.090000 sec): 55 clusters
  Score: Raw -522497585.518753 + Penalty 479762.270088 = -522017823.248666
  nChanged 11
Iteration 408Q (48961.130000 sec): 55 clusters
  Score: Raw -522497586.020422 + Penalty 479762.270088 = -522017823.750335
  nChanged 9
Iteration 409Q (48992.660000 sec): 55 clusters
  Score: Raw -522497586.615386 + Penalty 479762.270088 = -522017824.345299
  nChanged 6
Iteration 410Q (49024.340000 sec): 55 clusters
  Score: Raw -522497586.726051 + Penalty 479762.270088 = -522017824.455963
  nChanged 9
Iteration 411Q (49056.160000 sec): 55 clusters
  Score: Raw -522497586.900585 + Penalty 479762.270088 = -522017824.630498
  nChanged 9
Iteration 412Q (49088.230000 sec): 55 clusters
  Score: Raw -522497587.264931 + Penalty 479762.270088 = -522017824.994843
  nChanged 6
Iteration 413Q (49121.060000 sec): 55 clusters
  Score: Raw -522497587.330227 + Penalty 479762.270088 = -522017825.060139
  nChanged 8
Iteration 414Q (49155.510000 sec): 55 clusters
  Score: Raw -522497587.447481 + Penalty 479762.270088 = -522017825.177393
  nChanged 9
Iteration 415Q (49189.930000 sec): 55 clusters
  Score: Raw -522497587.693569 + Penalty 479762.270088 = -522017825.423481
  nChanged 5
Iteration 416Q (49224.400000 sec): 55 clusters
  Score: Raw -522497588.013330 + Penalty 479762.270088 = -522017825.743242
  nChanged 7
Iteration 417Q (49258.830000 sec): 55 clusters
  Score: Raw -522497588.290002 + Penalty 479762.270088 = -522017826.019915
  nChanged 6
Iteration 418Q (49293.290000 sec): 55 clusters
  Score: Raw -522497588.518552 + Penalty 479762.270088 = -522017826.248464
  nChanged 7
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522497588.518552 + Penalty 479762.270088 = -522017826.248464
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (50913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49293.940000 sec): 2 clusters
  Score: Raw -12891024.406440 + Penalty 6638.197563 = -12884386.208876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49294.330000 sec): 3 clusters
  Score: Raw -12861695.075720 + Penalty 13276.395127 = -12848418.680593
  nChanged 22301
		SP:Iteration 1F (49294.710000 sec): 3 clusters
  Score: Raw -12874385.364299 + Penalty 13276.395127 = -12861108.969173
  nChanged 3359
		SP:Iteration 2F (49295.100000 sec): 3 clusters
  Score: Raw -12876326.390689 + Penalty 13276.395127 = -12863049.995562
  nChanged 3183
		SP:Iteration 3F (49295.490000 sec): 3 clusters
  Score: Raw -12878331.406499 + Penalty 13276.395127 = -12865055.011372
  nChanged 3156
		SP:Iteration 4F (49295.870000 sec): 3 clusters
  Score: Raw -12880311.815807 + Penalty 13276.395127 = -12867035.420680
  nChanged 3010
		SP:Iteration 5F (49296.260000 sec): 3 clusters
  Score: Raw -12882067.330767 + Penalty 13276.395127 = -12868790.935641
  nChanged 2676
		SP:Iteration 6F (49296.640000 sec): 3 clusters
  Score: Raw -12883465.939499 + Penalty 13276.395127 = -12870189.544372
  nChanged 2358
		SP:Iteration 7Q (49297.020000 sec): 3 clusters
  Score: Raw -12884575.055525 + Penalty 13276.395127 = -12871298.660398
  nChanged 2004
		SP:Iteration 8Q (49297.400000 sec): 3 clusters
  Score: Raw -12885376.612294 + Penalty 13276.395127 = -12872100.217167
  nChanged 1692
		SP:Iteration 9Q (49297.780000 sec): 3 clusters
  Score: Raw -12886015.745702 + Penalty 13276.395127 = -12872739.350575
  nChanged 1452
		SP:Iteration 10Q (49298.160000 sec): 3 clusters
  Score: Raw -12886495.225397 + Penalty 13276.395127 = -12873218.830270
  nChanged 1257
		SP:Iteration 11Q (49298.540000 sec): 3 clusters
  Score: Raw -12886891.897255 + Penalty 13276.395127 = -12873615.502128
  nChanged 1077
		SP:Iteration 12Q (49298.920000 sec): 3 clusters
  Score: Raw -12887234.929615 + Penalty 13276.395127 = -12873958.534488
  nChanged 1017
		SP:Iteration 13Q (49299.300000 sec): 3 clusters
  Score: Raw -12887596.632572 + Penalty 13276.395127 = -12874320.237446
  nChanged 1010
		SP:Iteration 14Q (49299.680000 sec): 3 clusters
  Score: Raw -12887997.407453 + Penalty 13276.395127 = -12874721.012326
  nChanged 1058
		SP:Iteration 15Q (49300.050000 sec): 3 clusters
  Score: Raw -12888447.428879 + Penalty 13276.395127 = -12875171.033752
  nChanged 1081
		SP:Iteration 16Q (49300.430000 sec): 3 clusters
  Score: Raw -12888898.266081 + Penalty 13276.395127 = -12875621.870954
  nChanged 1035
		SP:Iteration 17Q (49300.800000 sec): 3 clusters
  Score: Raw -12889319.445151 + Penalty 13276.395127 = -12876043.050025
  nChanged 1028
		SP:Iteration 18Q (49301.170000 sec): 3 clusters
  Score: Raw -12889692.135003 + Penalty 13276.395127 = -12876415.739877
  nChanged 928
		SP:Iteration 19Q (49301.550000 sec): 3 clusters
  Score: Raw -12890018.008171 + Penalty 13276.395127 = -12876741.613044
  nChanged 882
		SP:Iteration 20F (49301.930000 sec): 3 clusters
  Score: Raw -12890318.894049 + Penalty 13276.395127 = -12877042.498923
  nChanged 834
		SP:Iteration 21Q (49302.300000 sec): 3 clusters
  Score: Raw -12890592.236590 + Penalty 13276.395127 = -12877315.841463
  nChanged 809
		SP:Iteration 22Q (49302.660000 sec): 3 clusters
  Score: Raw -12890845.512894 + Penalty 13276.395127 = -12877569.117768
  nChanged 759
		SP:Iteration 23Q (49303.030000 sec): 3 clusters
  Score: Raw -12891087.147283 + Penalty 13276.395127 = -12877810.752156
  nChanged 751
		SP:Iteration 24Q (49303.390000 sec): 3 clusters
  Score: Raw -12891327.303119 + Penalty 13276.395127 = -12878050.907993
  nChanged 720
		SP:Iteration 25Q (49303.750000 sec): 3 clusters
  Score: Raw -12891545.999520 + Penalty 13276.395127 = -12878269.604393
  nChanged 638
		SP:Iteration 26Q (49304.100000 sec): 3 clusters
  Score: Raw -12891743.331343 + Penalty 13276.395127 = -12878466.936217
  nChanged 637
		SP:Iteration 27Q (49304.450000 sec): 3 clusters
  Score: Raw -12891940.058502 + Penalty 13276.395127 = -12878663.663376
  nChanged 604
		SP:Iteration 28Q (49304.810000 sec): 3 clusters
  Score: Raw -12892123.190332 + Penalty 13276.395127 = -12878846.795206
  nChanged 583
		SP:Iteration 29Q (49305.160000 sec): 3 clusters
  Score: Raw -12892284.964785 + Penalty 13276.395127 = -12879008.569659
  nChanged 489
		SP:Iteration 30Q (49305.510000 sec): 3 clusters
  Score: Raw -12892420.024620 + Penalty 13276.395127 = -12879143.629494
  nChanged 491
		SP:Iteration 31Q (49305.850000 sec): 3 clusters
  Score: Raw -12892563.041094 + Penalty 13276.395127 = -12879286.645968
  nChanged 506
		SP:Iteration 32Q (49306.200000 sec): 3 clusters
  Score: Raw -12892708.910757 + Penalty 13276.395127 = -12879432.515630
  nChanged 461
		SP:Iteration 33Q (49306.550000 sec): 3 clusters
  Score: Raw -12892847.672847 + Penalty 13276.395127 = -12879571.277721
  nChanged 443
		SP:Iteration 34Q (49306.890000 sec): 3 clusters
  Score: Raw -12892986.000554 + Penalty 13276.395127 = -12879709.605427
  nChanged 445
		SP:Iteration 35Q (49307.230000 sec): 3 clusters
  Score: Raw -12893125.354989 + Penalty 13276.395127 = -12879848.959862
  nChanged 408
		SP:Iteration 36Q (49307.570000 sec): 3 clusters
  Score: Raw -12893248.819478 + Penalty 13276.395127 = -12879972.424351
  nChanged 393
		SP:Iteration 37Q (49307.900000 sec): 3 clusters
  Score: Raw -12893374.665589 + Penalty 13276.395127 = -12880098.270462
  nChanged 377
		SP:Iteration 38Q (49308.240000 sec): 3 clusters
  Score: Raw -12893492.721870 + Penalty 13276.395127 = -12880216.326744
  nChanged 330
		SP:Iteration 39Q (49308.570000 sec): 3 clusters
  Score: Raw -12893597.219911 + Penalty 13276.395127 = -12880320.824785
  nChanged 311
		SP:Iteration 40F (49308.950000 sec): 3 clusters
  Score: Raw -12893702.757354 + Penalty 13276.395127 = -12880426.362228
  nChanged 307
		SP:Iteration 41Q (49309.280000 sec): 3 clusters
  Score: Raw -12893806.789000 + Penalty 13276.395127 = -12880530.393874
  nChanged 284
		SP:Iteration 42Q (49309.610000 sec): 3 clusters
  Score: Raw -12893896.395254 + Penalty 13276.395127 = -12880620.000128
  nChanged 240
		SP:Iteration 43Q (49309.940000 sec): 3 clusters
  Score: Raw -12893968.694080 + Penalty 13276.395127 = -12880692.298953
  nChanged 221
		SP:Iteration 44Q (49310.270000 sec): 3 clusters
  Score: Raw -12894032.393216 + Penalty 13276.395127 = -12880755.998089
  nChanged 200
		SP:Iteration 45Q (49310.590000 sec): 3 clusters
  Score: Raw -12894086.319359 + Penalty 13276.395127 = -12880809.924233
  nChanged 174
		SP:Iteration 46Q (49310.910000 sec): 3 clusters
  Score: Raw -12894134.406458 + Penalty 13276.395127 = -12880858.011332
  nChanged 163
		SP:Iteration 47Q (49311.230000 sec): 3 clusters
  Score: Raw -12894186.270605 + Penalty 13276.395127 = -12880909.875479
  nChanged 150
		SP:Iteration 48Q (49311.560000 sec): 3 clusters
  Score: Raw -12894230.736429 + Penalty 13276.395127 = -12880954.341302
  nChanged 135
		SP:Iteration 49Q (49311.880000 sec): 3 clusters
  Score: Raw -12894271.822218 + Penalty 13276.395127 = -12880995.427091
  nChanged 117
		SP:Iteration 50Q (49312.200000 sec): 3 clusters
  Score: Raw -12894306.268790 + Penalty 13276.395127 = -12881029.873664
  nChanged 102
		SP:Iteration 51Q (49312.520000 sec): 3 clusters
  Score: Raw -12894334.779654 + Penalty 13276.395127 = -12881058.384527
  nChanged 89
		SP:Iteration 52Q (49312.840000 sec): 3 clusters
  Score: Raw -12894358.971964 + Penalty 13276.395127 = -12881082.576838
  nChanged 96
		SP:Iteration 53Q (49313.160000 sec): 3 clusters
  Score: Raw -12894385.938512 + Penalty 13276.395127 = -12881109.543385
  nChanged 89
		SP:Iteration 54Q (49313.470000 sec): 3 clusters
  Score: Raw -12894412.399644 + Penalty 13276.395127 = -12881136.004517
  nChanged 78
		SP:Iteration 55Q (49313.790000 sec): 3 clusters
  Score: Raw -12894438.138348 + Penalty 13276.395127 = -12881161.743222
  nChanged 76
		SP:Iteration 56Q (49314.110000 sec): 3 clusters
  Score: Raw -12894460.430399 + Penalty 13276.395127 = -12881184.035272
  nChanged 60
		SP:Iteration 57Q (49314.420000 sec): 3 clusters
  Score: Raw -12894477.456318 + Penalty 13276.395127 = -12881201.061191
  nChanged 52
		SP:Iteration 58Q (49314.740000 sec): 3 clusters
  Score: Raw -12894492.289246 + Penalty 13276.395127 = -12881215.894120
  nChanged 49
		SP:Iteration 59Q (49315.050000 sec): 3 clusters
  Score: Raw -12894507.105841 + Penalty 13276.395127 = -12881230.710715
  nChanged 51
		SP:Iteration 60F (49315.430000 sec): 3 clusters
  Score: Raw -12894520.764866 + Penalty 13276.395127 = -12881244.369739
  nChanged 49
		SP:Iteration 61Q (49315.750000 sec): 3 clusters
  Score: Raw -12894532.694681 + Penalty 13276.395127 = -12881256.299554
  nChanged 37
		SP:Iteration 62Q (49316.060000 sec): 3 clusters
  Score: Raw -12894539.905452 + Penalty 13276.395127 = -12881263.510326
  nChanged 20
		SP:Iteration 63Q (49316.380000 sec): 3 clusters
  Score: Raw -12894543.416836 + Penalty 13276.395127 = -12881267.021710
  nChanged 12
		SP:Iteration 64Q (49316.690000 sec): 3 clusters
  Score: Raw -12894545.662946 + Penalty 13276.395127 = -12881269.267819
  nChanged 11
		SP:Iteration 65Q (49317.000000 sec): 3 clusters
  Score: Raw -12894548.023929 + Penalty 13276.395127 = -12881271.628802
  nChanged 12
		SP:Iteration 66Q (49317.320000 sec): 3 clusters
  Score: Raw -12894549.711084 + Penalty 13276.395127 = -12881273.315958
  nChanged 8
		SP:Iteration 67Q (49317.630000 sec): 3 clusters
  Score: Raw -12894551.145715 + Penalty 13276.395127 = -12881274.750589
  nChanged 9
		SP:Iteration 68Q (49317.940000 sec): 3 clusters
  Score: Raw -12894553.007331 + Penalty 13276.395127 = -12881276.612204
  nChanged 7
		SP:Iteration 69Q (49318.260000 sec): 3 clusters
  Score: Raw -12894554.457230 + Penalty 13276.395127 = -12881278.062104
  nChanged 10
		SP:Iteration 70Q (49318.570000 sec): 3 clusters
  Score: Raw -12894556.520373 + Penalty 13276.395127 = -12881280.125247
  nChanged 7
		SP:Iteration 71Q (49318.880000 sec): 3 clusters
  Score: Raw -12894557.680793 + Penalty 13276.395127 = -12881281.285667
  nChanged 7
		SP:Iteration 72Q (49319.200000 sec): 3 clusters
  Score: Raw -12894559.091098 + Penalty 13276.395127 = -12881282.695971
  nChanged 4
		SP:Iteration 73Q (49319.510000 sec): 3 clusters
  Score: Raw -12894559.680555 + Penalty 13276.395127 = -12881283.285428
  nChanged 2
		SP:Iteration 74Q (49319.820000 sec): 3 clusters
  Score: Raw -12894560.003726 + Penalty 13276.395127 = -12881283.608599
  nChanged 3
		SP:Iteration 75Q (49320.140000 sec): 3 clusters
  Score: Raw -12894560.507778 + Penalty 13276.395127 = -12881284.112651
  nChanged 4
		SP:Iteration 76Q (49320.450000 sec): 3 clusters
  Score: Raw -12894561.058882 + Penalty 13276.395127 = -12881284.663755
  nChanged 4
		SP:Iteration 77Q (49320.760000 sec): 3 clusters
  Score: Raw -12894561.878666 + Penalty 13276.395127 = -12881285.483539
  nChanged 1
		SP:Iteration 78Q (49321.070000 sec): 3 clusters
  Score: Raw -12894562.106508 + Penalty 13276.395127 = -12881285.711381
  nChanged 4
		SP:Iteration 79Q (49321.380000 sec): 3 clusters
  Score: Raw -12894562.846411 + Penalty 13276.395127 = -12881286.451284
  nChanged 5
		SP:Iteration 80F (49321.770000 sec): 3 clusters
  Score: Raw -12894563.515555 + Penalty 13276.395127 = -12881287.120428
  nChanged 1
		SP:Iteration 81Q (49322.080000 sec): 3 clusters
  Score: Raw -12894563.725458 + Penalty 13276.395127 = -12881287.330332
  nChanged 2
		SP:Iteration 82Q (49322.400000 sec): 3 clusters
  Score: Raw -12894563.999307 + Penalty 13276.395127 = -12881287.604180
  nChanged 3
		SP:Iteration 83Q (49322.710000 sec): 3 clusters
  Score: Raw -12894564.321457 + Penalty 13276.395127 = -12881287.926330
  nChanged 0
		SP:Iteration 84F (49323.100000 sec): 3 clusters
  Score: Raw -12894564.321457 + Penalty 13276.395127 = -12881287.926330
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (42160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49323.380000 sec): 2 clusters
  Score: Raw -11244874.757103 + Penalty 6522.651650 = -11238352.105453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49323.710000 sec): 3 clusters
  Score: Raw -11220914.494299 + Penalty 13045.303299 = -11207869.191000
  nChanged 18246
		SP:Iteration 1F (49324.030000 sec): 3 clusters
  Score: Raw -11230897.260487 + Penalty 13045.303299 = -11217851.957188
  nChanged 2593
		SP:Iteration 2F (49324.360000 sec): 3 clusters
  Score: Raw -11232259.681136 + Penalty 13045.303299 = -11219214.377836
  nChanged 2545
		SP:Iteration 3F (49324.680000 sec): 3 clusters
  Score: Raw -11234028.528669 + Penalty 13045.303299 = -11220983.225369
  nChanged 2958
		SP:Iteration 4F (49325.000000 sec): 3 clusters
  Score: Raw -11236645.875659 + Penalty 13045.303299 = -11223600.572359
  nChanged 3465
		SP:Iteration 5F (49325.330000 sec): 3 clusters
  Score: Raw -11240055.465853 + Penalty 13045.303299 = -11227010.162553
  nChanged 3467
		SP:Iteration 6F (49325.650000 sec): 3 clusters
  Score: Raw -11243025.349856 + Penalty 13045.303299 = -11229980.046556
  nChanged 2767
		SP:Iteration 7F (49325.970000 sec): 3 clusters
  Score: Raw -11244933.034591 + Penalty 13045.303299 = -11231887.731292
  nChanged 1991
		SP:Iteration 8Q (49326.300000 sec): 3 clusters
  Score: Raw -11246078.920481 + Penalty 13045.303299 = -11233033.617182
  nChanged 1442
		SP:Iteration 9Q (49326.620000 sec): 3 clusters
  Score: Raw -11246802.610445 + Penalty 13045.303299 = -11233757.307145
  nChanged 1058
		SP:Iteration 10Q (49326.940000 sec): 3 clusters
  Score: Raw -11247313.072961 + Penalty 13045.303299 = -11234267.769662
  nChanged 899
		SP:Iteration 11Q (49327.250000 sec): 3 clusters
  Score: Raw -11247771.783907 + Penalty 13045.303299 = -11234726.480607
  nChanged 826
		SP:Iteration 12Q (49327.570000 sec): 3 clusters
  Score: Raw -11248223.642347 + Penalty 13045.303299 = -11235178.339048
  nChanged 772
		SP:Iteration 13Q (49327.890000 sec): 3 clusters
  Score: Raw -11248652.857757 + Penalty 13045.303299 = -11235607.554458
  nChanged 776
		SP:Iteration 14Q (49328.200000 sec): 3 clusters
  Score: Raw -11249046.702874 + Penalty 13045.303299 = -11236001.399574
  nChanged 727
		SP:Iteration 15Q (49328.520000 sec): 3 clusters
  Score: Raw -11249419.117864 + Penalty 13045.303299 = -11236373.814564
  nChanged 658
		SP:Iteration 16Q (49328.830000 sec): 3 clusters
  Score: Raw -11249732.829900 + Penalty 13045.303299 = -11236687.526600
  nChanged 635
		SP:Iteration 17Q (49329.130000 sec): 3 clusters
  Score: Raw -11250019.311002 + Penalty 13045.303299 = -11236974.007702
  nChanged 537
		SP:Iteration 18Q (49329.440000 sec): 3 clusters
  Score: Raw -11250239.222403 + Penalty 13045.303299 = -11237193.919104
  nChanged 500
		SP:Iteration 19Q (49329.740000 sec): 3 clusters
  Score: Raw -11250426.631687 + Penalty 13045.303299 = -11237381.328387
  nChanged 415
		SP:Iteration 20F (49330.060000 sec): 3 clusters
  Score: Raw -11250568.302147 + Penalty 13045.303299 = -11237522.998847
  nChanged 348
		SP:Iteration 21Q (49330.360000 sec): 3 clusters
  Score: Raw -11250685.779010 + Penalty 13045.303299 = -11237640.475711
  nChanged 328
		SP:Iteration 22Q (49330.660000 sec): 3 clusters
  Score: Raw -11250789.552859 + Penalty 13045.303299 = -11237744.249560
  nChanged 298
		SP:Iteration 23Q (49330.960000 sec): 3 clusters
  Score: Raw -11250880.191077 + Penalty 13045.303299 = -11237834.887777
  nChanged 279
		SP:Iteration 24Q (49331.250000 sec): 3 clusters
  Score: Raw -11250955.554225 + Penalty 13045.303299 = -11237910.250926
  nChanged 248
		SP:Iteration 25Q (49331.550000 sec): 3 clusters
  Score: Raw -11251016.124346 + Penalty 13045.303299 = -11237970.821046
  nChanged 203
		SP:Iteration 26Q (49331.850000 sec): 3 clusters
  Score: Raw -11251056.146098 + Penalty 13045.303299 = -11238010.842799
  nChanged 157
		SP:Iteration 27Q (49332.140000 sec): 3 clusters
  Score: Raw -11251086.898336 + Penalty 13045.303299 = -11238041.595036
  nChanged 156
		SP:Iteration 28Q (49332.440000 sec): 3 clusters
  Score: Raw -11251115.002214 + Penalty 13045.303299 = -11238069.698914
  nChanged 127
		SP:Iteration 29Q (49332.740000 sec): 3 clusters
  Score: Raw -11251135.282090 + Penalty 13045.303299 = -11238089.978791
  nChanged 124
		SP:Iteration 30Q (49333.040000 sec): 3 clusters
  Score: Raw -11251153.619579 + Penalty 13045.303299 = -11238108.316280
  nChanged 93
		SP:Iteration 31Q (49333.330000 sec): 3 clusters
  Score: Raw -11251165.510732 + Penalty 13045.303299 = -11238120.207433
  nChanged 74
		SP:Iteration 32Q (49333.630000 sec): 3 clusters
  Score: Raw -11251173.619621 + Penalty 13045.303299 = -11238128.316322
  nChanged 58
		SP:Iteration 33Q (49333.930000 sec): 3 clusters
  Score: Raw -11251180.048576 + Penalty 13045.303299 = -11238134.745276
  nChanged 43
		SP:Iteration 34Q (49334.220000 sec): 3 clusters
  Score: Raw -11251184.200257 + Penalty 13045.303299 = -11238138.896957
  nChanged 44
		SP:Iteration 35Q (49334.520000 sec): 3 clusters
  Score: Raw -11251188.664053 + Penalty 13045.303299 = -11238143.360753
  nChanged 36
		SP:Iteration 36Q (49334.820000 sec): 3 clusters
  Score: Raw -11251192.061021 + Penalty 13045.303299 = -11238146.757721
  nChanged 21
		SP:Iteration 37Q (49335.110000 sec): 3 clusters
  Score: Raw -11251194.077039 + Penalty 13045.303299 = -11238148.773740
  nChanged 19
		SP:Iteration 38Q (49335.410000 sec): 3 clusters
  Score: Raw -11251196.037522 + Penalty 13045.303299 = -11238150.734222
  nChanged 18
		SP:Iteration 39Q (49335.700000 sec): 3 clusters
  Score: Raw -11251197.968929 + Penalty 13045.303299 = -11238152.665630
  nChanged 17
		SP:Iteration 40F (49336.020000 sec): 3 clusters
  Score: Raw -11251199.313195 + Penalty 13045.303299 = -11238154.009895
  nChanged 15
		SP:Iteration 41Q (49336.320000 sec): 3 clusters
  Score: Raw -11251200.619459 + Penalty 13045.303299 = -11238155.316160
  nChanged 20
		SP:Iteration 42Q (49336.610000 sec): 3 clusters
  Score: Raw -11251202.107625 + Penalty 13045.303299 = -11238156.804326
  nChanged 13
		SP:Iteration 43Q (49336.910000 sec): 3 clusters
  Score: Raw -11251202.912442 + Penalty 13045.303299 = -11238157.609143
  nChanged 12
		SP:Iteration 44Q (49337.210000 sec): 3 clusters
  Score: Raw -11251203.891749 + Penalty 13045.303299 = -11238158.588450
  nChanged 9
		SP:Iteration 45Q (49337.500000 sec): 3 clusters
  Score: Raw -11251204.688094 + Penalty 13045.303299 = -11238159.384795
  nChanged 10
		SP:Iteration 46Q (49337.800000 sec): 3 clusters
  Score: Raw -11251205.494833 + Penalty 13045.303299 = -11238160.191534
  nChanged 9
		SP:Iteration 47Q (49338.100000 sec): 3 clusters
  Score: Raw -11251206.254364 + Penalty 13045.303299 = -11238160.951065
  nChanged 11
		SP:Iteration 48Q (49338.390000 sec): 3 clusters
  Score: Raw -11251207.004799 + Penalty 13045.303299 = -11238161.701499
  nChanged 8
		SP:Iteration 49Q (49338.690000 sec): 3 clusters
  Score: Raw -11251207.537344 + Penalty 13045.303299 = -11238162.234045
  nChanged 7
		SP:Iteration 50Q (49338.990000 sec): 3 clusters
  Score: Raw -11251208.107860 + Penalty 13045.303299 = -11238162.804560
  nChanged 6
		SP:Iteration 51Q (49339.290000 sec): 3 clusters
  Score: Raw -11251208.784618 + Penalty 13045.303299 = -11238163.481318
  nChanged 12
		SP:Iteration 52Q (49339.580000 sec): 3 clusters
  Score: Raw -11251209.862147 + Penalty 13045.303299 = -11238164.558847
  nChanged 8
		SP:Iteration 53Q (49339.880000 sec): 3 clusters
  Score: Raw -11251210.452717 + Penalty 13045.303299 = -11238165.149418
  nChanged 6
		SP:Iteration 54Q (49340.180000 sec): 3 clusters
  Score: Raw -11251210.883697 + Penalty 13045.303299 = -11238165.580398
  nChanged 3
		SP:Iteration 55Q (49340.480000 sec): 3 clusters
  Score: Raw -11251211.086304 + Penalty 13045.303299 = -11238165.783005
  nChanged 5
		SP:Iteration 56Q (49340.780000 sec): 3 clusters
  Score: Raw -11251211.545820 + Penalty 13045.303299 = -11238166.242521
  nChanged 3
		SP:Iteration 57Q (49341.070000 sec): 3 clusters
  Score: Raw -11251211.978864 + Penalty 13045.303299 = -11238166.675565
  nChanged 4
		SP:Iteration 58Q (49341.370000 sec): 3 clusters
  Score: Raw -11251212.358492 + Penalty 13045.303299 = -11238167.055193
  nChanged 3
		SP:Iteration 59Q (49341.670000 sec): 3 clusters
  Score: Raw -11251212.595084 + Penalty 13045.303299 = -11238167.291785
  nChanged 1
		SP:Iteration 60F (49341.990000 sec): 3 clusters
  Score: Raw -11251212.666853 + Penalty 13045.303299 = -11238167.363554
  nChanged 1
		SP:Iteration 61Q (49342.290000 sec): 3 clusters
  Score: Raw -11251212.711291 + Penalty 13045.303299 = -11238167.407991
  nChanged 2
		SP:Iteration 62Q (49342.580000 sec): 3 clusters
  Score: Raw -11251212.858007 + Penalty 13045.303299 = -11238167.554708
  nChanged 1
		SP:Iteration 63Q (49342.880000 sec): 3 clusters
  Score: Raw -11251212.886208 + Penalty 13045.303299 = -11238167.582908
  nChanged 0
		SP:Iteration 64F (49343.200000 sec): 3 clusters
  Score: Raw -11251212.886208 + Penalty 13045.303299 = -11238167.582908
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (134833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49344.130000 sec): 2 clusters
  Score: Raw -36049399.139966 + Penalty 7234.722756 = -36042164.417210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49345.180000 sec): 3 clusters
  Score: Raw -35965520.863957 + Penalty 14469.445512 = -35951051.418445
  nChanged 62616
		SP:Iteration 1F (49346.220000 sec): 3 clusters
  Score: Raw -36000252.503659 + Penalty 14469.445512 = -35985783.058147
  nChanged 5559
		SP:Iteration 2Q (49347.270000 sec): 3 clusters
  Score: Raw -36001857.217570 + Penalty 14469.445512 = -35987387.772058
  nChanged 5490
		SP:Iteration 3Q (49348.320000 sec): 3 clusters
  Score: Raw -36003623.375822 + Penalty 14469.445512 = -35989153.930310
  nChanged 5907
		SP:Iteration 4Q (49349.370000 sec): 3 clusters
  Score: Raw -36005831.853866 + Penalty 14469.445512 = -35991362.408354
  nChanged 6519
		SP:Iteration 5Q (49350.430000 sec): 3 clusters
  Score: Raw -36008664.236293 + Penalty 14469.445512 = -35994194.790781
  nChanged 7328
		SP:Iteration 6F (49351.470000 sec): 3 clusters
  Score: Raw -36012316.267054 + Penalty 14469.445512 = -35997846.821542
  nChanged 8014
		SP:Iteration 7F (49352.510000 sec): 3 clusters
  Score: Raw -36016677.905282 + Penalty 14469.445512 = -36002208.459770
  nChanged 8149
		SP:Iteration 8F (49353.550000 sec): 3 clusters
  Score: Raw -36021366.140744 + Penalty 14469.445512 = -36006896.695232
  nChanged 7839
		SP:Iteration 9F (49354.600000 sec): 3 clusters
  Score: Raw -36026075.313273 + Penalty 14469.445512 = -36011605.867761
  nChanged 7276
		SP:Iteration 10F (49355.590000 sec): 3 clusters
  Score: Raw -36030751.236334 + Penalty 14469.445512 = -36016281.790822
  nChanged 6766
		SP:Iteration 11F (49356.600000 sec): 3 clusters
  Score: Raw -36035318.615385 + Penalty 14469.445512 = -36020849.169873
  nChanged 6006
		SP:Iteration 12Q (49357.590000 sec): 3 clusters
  Score: Raw -36039618.716967 + Penalty 14469.445512 = -36025149.271455
  nChanged 4827
		SP:Iteration 13Q (49358.580000 sec): 3 clusters
  Score: Raw -36043101.692403 + Penalty 14469.445512 = -36028632.246891
  nChanged 3523
		SP:Iteration 14Q (49359.560000 sec): 3 clusters
  Score: Raw -36045692.462287 + Penalty 14469.445512 = -36031223.016775
  nChanged 2502
		SP:Iteration 15Q (49360.500000 sec): 3 clusters
  Score: Raw -36047553.295695 + Penalty 14469.445512 = -36033083.850183
  nChanged 1476
		SP:Iteration 16Q (49361.400000 sec): 3 clusters
  Score: Raw -36048658.150579 + Penalty 14469.445512 = -36034188.705067
  nChanged 848
		SP:Iteration 17Q (49362.220000 sec): 3 clusters
  Score: Raw -36049285.022108 + Penalty 14469.445512 = -36034815.576596
  nChanged 506
		SP:Iteration 18Q (49363.010000 sec): 3 clusters
  Score: Raw -36049666.491984 + Penalty 14469.445512 = -36035197.046472
  nChanged 325
		SP:Iteration 19Q (49363.760000 sec): 3 clusters
  Score: Raw -36049923.008505 + Penalty 14469.445512 = -36035453.562993
  nChanged 195
		SP:Iteration 20F (49364.740000 sec): 3 clusters
  Score: Raw -36050080.860280 + Penalty 14469.445512 = -36035611.414768
  nChanged 152
		SP:Iteration 21Q (49365.470000 sec): 3 clusters
  Score: Raw -36050195.698743 + Penalty 14469.445512 = -36035726.253231
  nChanged 93
		SP:Iteration 22Q (49366.190000 sec): 3 clusters
  Score: Raw -36050261.937088 + Penalty 14469.445512 = -36035792.491576
  nChanged 66
		SP:Iteration 23Q (49366.900000 sec): 3 clusters
  Score: Raw -36050311.766923 + Penalty 14469.445512 = -36035842.321411
  nChanged 52
		SP:Iteration 24Q (49367.610000 sec): 3 clusters
  Score: Raw -36050348.689676 + Penalty 14469.445512 = -36035879.244164
  nChanged 34
		SP:Iteration 25Q (49368.310000 sec): 3 clusters
  Score: Raw -36050370.894208 + Penalty 14469.445512 = -36035901.448696
  nChanged 29
		SP:Iteration 26Q (49369.010000 sec): 3 clusters
  Score: Raw -36050390.550384 + Penalty 14469.445512 = -36035921.104872
  nChanged 18
		SP:Iteration 27Q (49369.710000 sec): 3 clusters
  Score: Raw -36050401.348865 + Penalty 14469.445512 = -36035931.903353
  nChanged 15
		SP:Iteration 28Q (49370.410000 sec): 3 clusters
  Score: Raw -36050411.590369 + Penalty 14469.445512 = -36035942.144857
  nChanged 10
		SP:Iteration 29Q (49371.110000 sec): 3 clusters
  Score: Raw -36050417.934365 + Penalty 14469.445512 = -36035948.488853
  nChanged 9
		SP:Iteration 30Q (49371.810000 sec): 3 clusters
  Score: Raw -36050424.351824 + Penalty 14469.445512 = -36035954.906312
  nChanged 9
		SP:Iteration 31Q (49372.500000 sec): 3 clusters
  Score: Raw -36050431.032853 + Penalty 14469.445512 = -36035961.587341
  nChanged 10
		SP:Iteration 32Q (49373.200000 sec): 3 clusters
  Score: Raw -36050438.563220 + Penalty 14469.445512 = -36035969.117708
  nChanged 13
		SP:Iteration 33Q (49373.900000 sec): 3 clusters
  Score: Raw -36050447.638829 + Penalty 14469.445512 = -36035978.193317
  nChanged 10
		SP:Iteration 34Q (49374.590000 sec): 3 clusters
  Score: Raw -36050454.649945 + Penalty 14469.445512 = -36035985.204433
  nChanged 9
		SP:Iteration 35Q (49375.290000 sec): 3 clusters
  Score: Raw -36050459.873853 + Penalty 14469.445512 = -36035990.428341
  nChanged 6
		SP:Iteration 36Q (49375.980000 sec): 3 clusters
  Score: Raw -36050463.240363 + Penalty 14469.445512 = -36035993.794851
  nChanged 4
		SP:Iteration 37Q (49376.680000 sec): 3 clusters
  Score: Raw -36050465.354255 + Penalty 14469.445512 = -36035995.908744
  nChanged 2
		SP:Iteration 38Q (49377.380000 sec): 3 clusters
  Score: Raw -36050466.849919 + Penalty 14469.445512 = -36035997.404407
  nChanged 2
		SP:Iteration 39Q (49378.090000 sec): 3 clusters
  Score: Raw -36050468.155216 + Penalty 14469.445512 = -36035998.709704
  nChanged 5
		SP:Iteration 40F (49379.070000 sec): 3 clusters
  Score: Raw -36050471.707200 + Penalty 14469.445512 = -36036002.261688
  nChanged 3
		SP:Iteration 41Q (49379.770000 sec): 3 clusters
  Score: Raw -36050474.631349 + Penalty 14469.445512 = -36036005.185837
  nChanged 4
		SP:Iteration 42Q (49380.470000 sec): 3 clusters
  Score: Raw -36050478.284116 + Penalty 14469.445512 = -36036008.838604
  nChanged 5
		SP:Iteration 43Q (49381.180000 sec): 3 clusters
  Score: Raw -36050481.683975 + Penalty 14469.445512 = -36036012.238463
  nChanged 3
		SP:Iteration 44Q (49381.880000 sec): 3 clusters
  Score: Raw -36050483.605569 + Penalty 14469.445512 = -36036014.160057
  nChanged 5
		SP:Iteration 45Q (49382.580000 sec): 3 clusters
  Score: Raw -36050486.912177 + Penalty 14469.445512 = -36036017.466665
  nChanged 1
		SP:Iteration 46Q (49383.280000 sec): 3 clusters
  Score: Raw -36050487.907681 + Penalty 14469.445512 = -36036018.462169
  nChanged 1
		SP:Iteration 47Q (49383.970000 sec): 3 clusters
  Score: Raw -36050488.884500 + Penalty 14469.445512 = -36036019.438988
  nChanged 1
		SP:Iteration 48Q (49384.670000 sec): 3 clusters
  Score: Raw -36050489.381870 + Penalty 14469.445512 = -36036019.936358
  nChanged 0
		SP:Iteration 49F (49385.650000 sec): 3 clusters
  Score: Raw -36050489.381870 + Penalty 14469.445512 = -36036019.936358
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49385.740000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49385.740000 sec): 3 clusters
  Score: Raw -45539.019347 + Penalty 6508.677324 = -39030.342023
  nChanged 5
		SP:Iteration 1Q (49385.740000 sec): 3 clusters
  Score: Raw -45602.332457 + Penalty 6508.677324 = -39093.655132
  nChanged 1
		SP:Iteration 2Q (49385.740000 sec): 3 clusters
  Score: Raw -45610.226637 + Penalty 6508.677324 = -39101.549312
  nChanged 0
		SP:Iteration 3F (49385.740000 sec): 3 clusters
  Score: Raw -45610.226637 + Penalty 6508.677324 = -39101.549312
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49385.750000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49385.760000 sec): 3 clusters
  Score: Raw -136363.329638 + Penalty 7674.993986 = -128688.335652
  nChanged 48
		SP:Iteration 1F (49385.760000 sec): 3 clusters
  Score: Raw -136565.044316 + Penalty 7674.993986 = -128890.050330
  nChanged 14
		SP:Iteration 2Q (49385.760000 sec): 3 clusters
  Score: Raw -136653.330839 + Penalty 7674.993986 = -128978.336854
  nChanged 6
		SP:Iteration 3Q (49385.770000 sec): 3 clusters
  Score: Raw -136683.179187 + Penalty 7674.993986 = -129008.185201
  nChanged 3
		SP:Iteration 4Q (49385.770000 sec): 3 clusters
  Score: Raw -136690.862528 + Penalty 7674.993986 = -129015.868543
  nChanged 1
		SP:Iteration 5Q (49385.780000 sec): 3 clusters
  Score: Raw -136695.321948 + Penalty 7674.993986 = -129020.327962
  nChanged 1
		SP:Iteration 6Q (49385.780000 sec): 3 clusters
  Score: Raw -136703.226485 + Penalty 7674.993986 = -129028.232499
  nChanged 1
		SP:Iteration 7Q (49385.780000 sec): 3 clusters
  Score: Raw -136706.069663 + Penalty 7674.993986 = -129031.075678
  nChanged 0
		SP:Iteration 8F (49385.790000 sec): 3 clusters
  Score: Raw -136706.069663 + Penalty 7674.993986 = -129031.075678
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (104921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49386.480000 sec): 2 clusters
  Score: Raw -28022060.379317 + Penalty 7081.089816 = -28014979.289501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49387.250000 sec): 3 clusters
  Score: Raw -27957819.943572 + Penalty 14162.179632 = -27943657.763940
  nChanged 48195
		SP:Iteration 1F (49388.010000 sec): 3 clusters
  Score: Raw -27984410.989143 + Penalty 14162.179632 = -27970248.809511
  nChanged 4491
		SP:Iteration 2Q (49388.780000 sec): 3 clusters
  Score: Raw -27985906.412587 + Penalty 14162.179632 = -27971744.232955
  nChanged 4786
		SP:Iteration 3Q (49389.550000 sec): 3 clusters
  Score: Raw -27987862.548477 + Penalty 14162.179632 = -27973700.368845
  nChanged 5681
		SP:Iteration 4F (49390.320000 sec): 3 clusters
  Score: Raw -27990951.222956 + Penalty 14162.179632 = -27976789.043324
  nChanged 7216
		SP:Iteration 5F (49391.080000 sec): 3 clusters
  Score: Raw -27996127.182260 + Penalty 14162.179632 = -27981965.002628
  nChanged 8810
		SP:Iteration 6F (49391.850000 sec): 3 clusters
  Score: Raw -28003617.710873 + Penalty 14162.179632 = -27989455.531241
  nChanged 8503
		SP:Iteration 7F (49392.620000 sec): 3 clusters
  Score: Raw -28011384.169860 + Penalty 14162.179632 = -27997221.990228
  nChanged 6171
		SP:Iteration 8F (49393.380000 sec): 3 clusters
  Score: Raw -28017670.173479 + Penalty 14162.179632 = -28003507.993847
  nChanged 3800
		SP:Iteration 9Q (49394.140000 sec): 3 clusters
  Score: Raw -28022742.529544 + Penalty 14162.179632 = -28008580.349912
  nChanged 2325
		SP:Iteration 10Q (49394.810000 sec): 3 clusters
  Score: Raw -28025958.612489 + Penalty 14162.179632 = -28011796.432856
  nChanged 1389
		SP:Iteration 11Q (49395.410000 sec): 3 clusters
  Score: Raw -28027192.024087 + Penalty 14162.179632 = -28013029.844455
  nChanged 709
		SP:Iteration 12Q (49395.980000 sec): 3 clusters
  Score: Raw -28027562.918216 + Penalty 14162.179632 = -28013400.738584
  nChanged 360
		SP:Iteration 13Q (49396.540000 sec): 3 clusters
  Score: Raw -28027683.529539 + Penalty 14162.179632 = -28013521.349906
  nChanged 207
		SP:Iteration 14Q (49397.100000 sec): 3 clusters
  Score: Raw -28027732.606529 + Penalty 14162.179632 = -28013570.426897
  nChanged 122
		SP:Iteration 15Q (49397.660000 sec): 3 clusters
  Score: Raw -28027756.370170 + Penalty 14162.179632 = -28013594.190537
  nChanged 79
		SP:Iteration 16Q (49398.220000 sec): 3 clusters
  Score: Raw -28027769.394802 + Penalty 14162.179632 = -28013607.215170
  nChanged 55
		SP:Iteration 17Q (49398.780000 sec): 3 clusters
  Score: Raw -28027777.616195 + Penalty 14162.179632 = -28013615.436563
  nChanged 43
		SP:Iteration 18Q (49399.330000 sec): 3 clusters
  Score: Raw -28027784.083047 + Penalty 14162.179632 = -28013621.903415
  nChanged 37
		SP:Iteration 19Q (49399.890000 sec): 3 clusters
  Score: Raw -28027788.894522 + Penalty 14162.179632 = -28013626.714890
  nChanged 22
		SP:Iteration 20F (49400.650000 sec): 3 clusters
  Score: Raw -28027791.531209 + Penalty 14162.179632 = -28013629.351576
  nChanged 14
		SP:Iteration 21Q (49401.210000 sec): 3 clusters
  Score: Raw -28027792.631620 + Penalty 14162.179632 = -28013630.451988
  nChanged 7
		SP:Iteration 22Q (49401.760000 sec): 3 clusters
  Score: Raw -28027793.307428 + Penalty 14162.179632 = -28013631.127796
  nChanged 6
		SP:Iteration 23Q (49402.330000 sec): 3 clusters
  Score: Raw -28027794.216623 + Penalty 14162.179632 = -28013632.036991
  nChanged 8
		SP:Iteration 24Q (49402.890000 sec): 3 clusters
  Score: Raw -28027795.248520 + Penalty 14162.179632 = -28013633.068888
  nChanged 8
		SP:Iteration 25Q (49403.440000 sec): 3 clusters
  Score: Raw -28027796.471490 + Penalty 14162.179632 = -28013634.291858
  nChanged 13
		SP:Iteration 26Q (49404.000000 sec): 3 clusters
  Score: Raw -28027798.050273 + Penalty 14162.179632 = -28013635.870641
  nChanged 13
		SP:Iteration 27Q (49404.550000 sec): 3 clusters
  Score: Raw -28027799.804603 + Penalty 14162.179632 = -28013637.624971
  nChanged 7
		SP:Iteration 28Q (49405.110000 sec): 3 clusters
  Score: Raw -28027800.519694 + Penalty 14162.179632 = -28013638.340062
  nChanged 6
		SP:Iteration 29Q (49405.670000 sec): 3 clusters
  Score: Raw -28027801.142804 + Penalty 14162.179632 = -28013638.963172
  nChanged 3
		SP:Iteration 30Q (49406.230000 sec): 3 clusters
  Score: Raw -28027801.447766 + Penalty 14162.179632 = -28013639.268134
  nChanged 2
		SP:Iteration 31Q (49406.780000 sec): 3 clusters
  Score: Raw -28027801.586658 + Penalty 14162.179632 = -28013639.407026
  nChanged 2
		SP:Iteration 32Q (49407.360000 sec): 3 clusters
  Score: Raw -28027801.724136 + Penalty 14162.179632 = -28013639.544504
  nChanged 1
		SP:Iteration 33Q (49407.940000 sec): 3 clusters
  Score: Raw -28027801.878334 + Penalty 14162.179632 = -28013639.698702
  nChanged 2
		SP:Iteration 34Q (49408.520000 sec): 3 clusters
  Score: Raw -28027802.045264 + Penalty 14162.179632 = -28013639.865632
  nChanged 0
		SP:Iteration 35F (49409.320000 sec): 3 clusters
  Score: Raw -28027802.045264 + Penalty 14162.179632 = -28013639.865632
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (17091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49409.490000 sec): 2 clusters
  Score: Raw -4530061.443538 + Penalty 5969.613214 = -4524091.830324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49409.620000 sec): 3 clusters
  Score: Raw -4521300.324914 + Penalty 11939.226428 = -4509361.098486
  nChanged 6811
		SP:Iteration 1F (49409.750000 sec): 3 clusters
  Score: Raw -4525040.745083 + Penalty 11939.226428 = -4513101.518655
  nChanged 1268
		SP:Iteration 2F (49409.880000 sec): 3 clusters
  Score: Raw -4525804.926117 + Penalty 11939.226428 = -4513865.699689
  nChanged 993
		SP:Iteration 3F (49410.010000 sec): 3 clusters
  Score: Raw -4526446.733874 + Penalty 11939.226428 = -4514507.507446
  nChanged 886
		SP:Iteration 4F (49410.130000 sec): 3 clusters
  Score: Raw -4527049.548699 + Penalty 11939.226428 = -4515110.322271
  nChanged 838
		SP:Iteration 5Q (49410.260000 sec): 3 clusters
  Score: Raw -4527670.671901 + Penalty 11939.226428 = -4515731.445473
  nChanged 891
		SP:Iteration 6F (49410.390000 sec): 3 clusters
  Score: Raw -4528329.841685 + Penalty 11939.226428 = -4516390.615257
  nChanged 876
		SP:Iteration 7F (49410.520000 sec): 3 clusters
  Score: Raw -4528966.346815 + Penalty 11939.226428 = -4517027.120387
  nChanged 849
		SP:Iteration 8Q (49410.650000 sec): 3 clusters
  Score: Raw -4529586.250501 + Penalty 11939.226428 = -4517647.024073
  nChanged 782
		SP:Iteration 9Q (49410.770000 sec): 3 clusters
  Score: Raw -4530149.770367 + Penalty 11939.226428 = -4518210.543939
  nChanged 630
		SP:Iteration 10Q (49410.900000 sec): 3 clusters
  Score: Raw -4530562.093698 + Penalty 11939.226428 = -4518622.867270
  nChanged 505
		SP:Iteration 11Q (49411.030000 sec): 3 clusters
  Score: Raw -4530873.514182 + Penalty 11939.226428 = -4518934.287754
  nChanged 407
		SP:Iteration 12Q (49411.150000 sec): 3 clusters
  Score: Raw -4531094.157485 + Penalty 11939.226428 = -4519154.931057
  nChanged 322
		SP:Iteration 13Q (49411.280000 sec): 3 clusters
  Score: Raw -4531265.906587 + Penalty 11939.226428 = -4519326.680159
  nChanged 274
		SP:Iteration 14Q (49411.410000 sec): 3 clusters
  Score: Raw -4531406.302488 + Penalty 11939.226428 = -4519467.076060
  nChanged 209
		SP:Iteration 15Q (49411.530000 sec): 3 clusters
  Score: Raw -4531504.930225 + Penalty 11939.226428 = -4519565.703797
  nChanged 173
		SP:Iteration 16Q (49411.660000 sec): 3 clusters
  Score: Raw -4531580.657866 + Penalty 11939.226428 = -4519641.431438
  nChanged 142
		SP:Iteration 17Q (49411.780000 sec): 3 clusters
  Score: Raw -4531642.339634 + Penalty 11939.226428 = -4519703.113206
  nChanged 131
		SP:Iteration 18Q (49411.910000 sec): 3 clusters
  Score: Raw -4531697.654698 + Penalty 11939.226428 = -4519758.428270
  nChanged 109
		SP:Iteration 19Q (49412.030000 sec): 3 clusters
  Score: Raw -4531742.092673 + Penalty 11939.226428 = -4519802.866245
  nChanged 78
		SP:Iteration 20F (49412.160000 sec): 3 clusters
  Score: Raw -4531776.291906 + Penalty 11939.226428 = -4519837.065478
  nChanged 66
		SP:Iteration 21Q (49412.290000 sec): 3 clusters
  Score: Raw -4531797.605905 + Penalty 11939.226428 = -4519858.379477
  nChanged 42
		SP:Iteration 22Q (49412.410000 sec): 3 clusters
  Score: Raw -4531814.318926 + Penalty 11939.226428 = -4519875.092498
  nChanged 50
		SP:Iteration 23Q (49412.530000 sec): 3 clusters
  Score: Raw -4531832.796727 + Penalty 11939.226428 = -4519893.570299
  nChanged 47
		SP:Iteration 24Q (49412.660000 sec): 3 clusters
  Score: Raw -4531849.082151 + Penalty 11939.226428 = -4519909.855723
  nChanged 40
		SP:Iteration 25Q (49412.780000 sec): 3 clusters
  Score: Raw -4531864.403295 + Penalty 11939.226428 = -4519925.176867
  nChanged 34
		SP:Iteration 26Q (49412.900000 sec): 3 clusters
  Score: Raw -4531875.819815 + Penalty 11939.226428 = -4519936.593387
  nChanged 28
		SP:Iteration 27Q (49413.030000 sec): 3 clusters
  Score: Raw -4531883.706186 + Penalty 11939.226428 = -4519944.479758
  nChanged 24
		SP:Iteration 28Q (49413.150000 sec): 3 clusters
  Score: Raw -4531889.821326 + Penalty 11939.226428 = -4519950.594898
  nChanged 18
		SP:Iteration 29Q (49413.280000 sec): 3 clusters
  Score: Raw -4531895.317991 + Penalty 11939.226428 = -4519956.091563
  nChanged 10
		SP:Iteration 30Q (49413.400000 sec): 3 clusters
  Score: Raw -4531899.263217 + Penalty 11939.226428 = -4519960.036789
  nChanged 10
		SP:Iteration 31Q (49413.520000 sec): 3 clusters
  Score: Raw -4531902.057944 + Penalty 11939.226428 = -4519962.831517
  nChanged 12
		SP:Iteration 32Q (49413.640000 sec): 3 clusters
  Score: Raw -4531906.661686 + Penalty 11939.226428 = -4519967.435258
  nChanged 15
		SP:Iteration 33Q (49413.760000 sec): 3 clusters
  Score: Raw -4531910.589955 + Penalty 11939.226428 = -4519971.363527
  nChanged 8
		SP:Iteration 34Q (49413.890000 sec): 3 clusters
  Score: Raw -4531912.754022 + Penalty 11939.226428 = -4519973.527594
  nChanged 7
		SP:Iteration 35Q (49414.010000 sec): 3 clusters
  Score: Raw -4531914.494203 + Penalty 11939.226428 = -4519975.267775
  nChanged 9
		SP:Iteration 36Q (49414.130000 sec): 3 clusters
  Score: Raw -4531916.286998 + Penalty 11939.226428 = -4519977.060570
  nChanged 4
		SP:Iteration 37Q (49414.260000 sec): 3 clusters
  Score: Raw -4531917.511823 + Penalty 11939.226428 = -4519978.285395
  nChanged 4
		SP:Iteration 38Q (49414.380000 sec): 3 clusters
  Score: Raw -4531918.616438 + Penalty 11939.226428 = -4519979.390010
  nChanged 4
		SP:Iteration 39Q (49414.500000 sec): 3 clusters
  Score: Raw -4531919.796424 + Penalty 11939.226428 = -4519980.569996
  nChanged 2
		SP:Iteration 40F (49414.630000 sec): 3 clusters
  Score: Raw -4531920.194602 + Penalty 11939.226428 = -4519980.968174
  nChanged 3
		SP:Iteration 41Q (49414.750000 sec): 3 clusters
  Score: Raw -4531920.889486 + Penalty 11939.226428 = -4519981.663058
  nChanged 1
		SP:Iteration 42Q (49414.880000 sec): 3 clusters
  Score: Raw -4531921.049846 + Penalty 11939.226428 = -4519981.823418
  nChanged 0
		SP:Iteration 43F (49415.000000 sec): 3 clusters
  Score: Raw -4531921.049846 + Penalty 11939.226428 = -4519981.823418
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49415.210000 sec): 2 clusters
  Score: Raw -8597363.511010 + Penalty 6359.573594 = -8591003.937416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49415.450000 sec): 3 clusters
  Score: Raw -8579484.130775 + Penalty 12719.147188 = -8566764.983588
  nChanged 13733
		SP:Iteration 1F (49415.700000 sec): 3 clusters
  Score: Raw -8586834.847887 + Penalty 12719.147188 = -8574115.700699
  nChanged 2020
		SP:Iteration 2F (49415.940000 sec): 3 clusters
  Score: Raw -8587807.655726 + Penalty 12719.147188 = -8575088.508538
  nChanged 1801
		SP:Iteration 3F (49416.180000 sec): 3 clusters
  Score: Raw -8588739.862665 + Penalty 12719.147188 = -8576020.715478
  nChanged 1713
		SP:Iteration 4F (49416.410000 sec): 3 clusters
  Score: Raw -8589779.683864 + Penalty 12719.147188 = -8577060.536676
  nChanged 1745
		SP:Iteration 5F (49416.640000 sec): 3 clusters
  Score: Raw -8591085.654511 + Penalty 12719.147188 = -8578366.507323
  nChanged 1981
		SP:Iteration 6F (49416.880000 sec): 3 clusters
  Score: Raw -8592760.549444 + Penalty 12719.147188 = -8580041.402257
  nChanged 2099
		SP:Iteration 7F (49417.130000 sec): 3 clusters
  Score: Raw -8594545.695408 + Penalty 12719.147188 = -8581826.548221
  nChanged 2083
		SP:Iteration 8F (49417.370000 sec): 3 clusters
  Score: Raw -8596142.776161 + Penalty 12719.147188 = -8583423.628973
  nChanged 1749
		SP:Iteration 9F (49417.620000 sec): 3 clusters
  Score: Raw -8597173.006557 + Penalty 12719.147188 = -8584453.859369
  nChanged 1312
		SP:Iteration 10Q (49417.850000 sec): 3 clusters
  Score: Raw -8597752.475414 + Penalty 12719.147188 = -8585033.328226
  nChanged 868
		SP:Iteration 11Q (49418.090000 sec): 3 clusters
  Score: Raw -8598047.143985 + Penalty 12719.147188 = -8585327.996797
  nChanged 599
		SP:Iteration 12Q (49418.330000 sec): 3 clusters
  Score: Raw -8598206.348334 + Penalty 12719.147188 = -8585487.201147
  nChanged 368
		SP:Iteration 13Q (49418.570000 sec): 3 clusters
  Score: Raw -8598285.841061 + Penalty 12719.147188 = -8585566.693874
  nChanged 272
		SP:Iteration 14Q (49418.800000 sec): 3 clusters
  Score: Raw -8598333.618792 + Penalty 12719.147188 = -8585614.471604
  nChanged 185
		SP:Iteration 15Q (49419.040000 sec): 3 clusters
  Score: Raw -8598363.690361 + Penalty 12719.147188 = -8585644.543173
  nChanged 150
		SP:Iteration 16Q (49419.280000 sec): 3 clusters
  Score: Raw -8598391.279598 + Penalty 12719.147188 = -8585672.132411
  nChanged 137
		SP:Iteration 17Q (49419.510000 sec): 3 clusters
  Score: Raw -8598412.933932 + Penalty 12719.147188 = -8585693.786744
  nChanged 125
		SP:Iteration 18Q (49419.750000 sec): 3 clusters
  Score: Raw -8598431.412529 + Penalty 12719.147188 = -8585712.265342
  nChanged 114
		SP:Iteration 19Q (49419.980000 sec): 3 clusters
  Score: Raw -8598449.379205 + Penalty 12719.147188 = -8585730.232018
  nChanged 92
		SP:Iteration 20F (49420.220000 sec): 3 clusters
  Score: Raw -8598461.975335 + Penalty 12719.147188 = -8585742.828147
  nChanged 72
		SP:Iteration 21Q (49420.460000 sec): 3 clusters
  Score: Raw -8598471.142396 + Penalty 12719.147188 = -8585751.995208
  nChanged 64
		SP:Iteration 22Q (49420.700000 sec): 3 clusters
  Score: Raw -8598479.193958 + Penalty 12719.147188 = -8585760.046770
  nChanged 58
		SP:Iteration 23Q (49420.930000 sec): 3 clusters
  Score: Raw -8598486.328681 + Penalty 12719.147188 = -8585767.181493
  nChanged 55
		SP:Iteration 24Q (49421.170000 sec): 3 clusters
  Score: Raw -8598493.479535 + Penalty 12719.147188 = -8585774.332347
  nChanged 52
		SP:Iteration 25Q (49421.400000 sec): 3 clusters
  Score: Raw -8598499.851478 + Penalty 12719.147188 = -8585780.704291
  nChanged 40
		SP:Iteration 26Q (49421.640000 sec): 3 clusters
  Score: Raw -8598504.465665 + Penalty 12719.147188 = -8585785.318477
  nChanged 40
		SP:Iteration 27Q (49421.870000 sec): 3 clusters
  Score: Raw -8598509.356260 + Penalty 12719.147188 = -8585790.209073
  nChanged 42
		SP:Iteration 28Q (49422.110000 sec): 3 clusters
  Score: Raw -8598515.236724 + Penalty 12719.147188 = -8585796.089536
  nChanged 54
		SP:Iteration 29Q (49422.340000 sec): 3 clusters
  Score: Raw -8598522.838001 + Penalty 12719.147188 = -8585803.690813
  nChanged 59
		SP:Iteration 30Q (49422.580000 sec): 3 clusters
  Score: Raw -8598530.461082 + Penalty 12719.147188 = -8585811.313895
  nChanged 45
		SP:Iteration 31Q (49422.810000 sec): 3 clusters
  Score: Raw -8598536.923384 + Penalty 12719.147188 = -8585817.776196
  nChanged 43
		SP:Iteration 32Q (49423.050000 sec): 3 clusters
  Score: Raw -8598542.266123 + Penalty 12719.147188 = -8585823.118935
  nChanged 36
		SP:Iteration 33Q (49423.280000 sec): 3 clusters
  Score: Raw -8598546.715840 + Penalty 12719.147188 = -8585827.568653
  nChanged 39
		SP:Iteration 34Q (49423.520000 sec): 3 clusters
  Score: Raw -8598551.206870 + Penalty 12719.147188 = -8585832.059683
  nChanged 39
		SP:Iteration 35Q (49423.750000 sec): 3 clusters
  Score: Raw -8598555.643873 + Penalty 12719.147188 = -8585836.496685
  nChanged 32
		SP:Iteration 36Q (49423.980000 sec): 3 clusters
  Score: Raw -8598559.914438 + Penalty 12719.147188 = -8585840.767250
  nChanged 42
		SP:Iteration 37Q (49424.200000 sec): 3 clusters
  Score: Raw -8598564.802610 + Penalty 12719.147188 = -8585845.655422
  nChanged 38
		SP:Iteration 38Q (49424.420000 sec): 3 clusters
  Score: Raw -8598569.203074 + Penalty 12719.147188 = -8585850.055886
  nChanged 40
		SP:Iteration 39Q (49424.640000 sec): 3 clusters
  Score: Raw -8598573.696863 + Penalty 12719.147188 = -8585854.549675
  nChanged 41
		SP:Iteration 40F (49424.880000 sec): 3 clusters
  Score: Raw -8598578.503713 + Penalty 12719.147188 = -8585859.356525
  nChanged 33
		SP:Iteration 41Q (49425.100000 sec): 3 clusters
  Score: Raw -8598582.499188 + Penalty 12719.147188 = -8585863.352000
  nChanged 38
		SP:Iteration 42Q (49425.320000 sec): 3 clusters
  Score: Raw -8598586.987423 + Penalty 12719.147188 = -8585867.840235
  nChanged 30
		SP:Iteration 43Q (49425.550000 sec): 3 clusters
  Score: Raw -8598590.424768 + Penalty 12719.147188 = -8585871.277581
  nChanged 26
		SP:Iteration 44Q (49425.770000 sec): 3 clusters
  Score: Raw -8598593.714931 + Penalty 12719.147188 = -8585874.567744
  nChanged 32
		SP:Iteration 45Q (49426.000000 sec): 3 clusters
  Score: Raw -8598597.684652 + Penalty 12719.147188 = -8585878.537465
  nChanged 27
		SP:Iteration 46Q (49426.220000 sec): 3 clusters
  Score: Raw -8598600.671657 + Penalty 12719.147188 = -8585881.524470
  nChanged 27
		SP:Iteration 47Q (49426.440000 sec): 3 clusters
  Score: Raw -8598603.996114 + Penalty 12719.147188 = -8585884.848926
  nChanged 29
		SP:Iteration 48Q (49426.670000 sec): 3 clusters
  Score: Raw -8598606.949335 + Penalty 12719.147188 = -8585887.802148
  nChanged 25
		SP:Iteration 49Q (49426.890000 sec): 3 clusters
  Score: Raw -8598609.792519 + Penalty 12719.147188 = -8585890.645331
  nChanged 32
		SP:Iteration 50Q (49427.120000 sec): 3 clusters
  Score: Raw -8598613.324658 + Penalty 12719.147188 = -8585894.177471
  nChanged 21
		SP:Iteration 51Q (49427.340000 sec): 3 clusters
  Score: Raw -8598615.552350 + Penalty 12719.147188 = -8585896.405163
  nChanged 14
		SP:Iteration 52Q (49427.560000 sec): 3 clusters
  Score: Raw -8598617.299160 + Penalty 12719.147188 = -8585898.151972
  nChanged 14
		SP:Iteration 53Q (49427.790000 sec): 3 clusters
  Score: Raw -8598618.759285 + Penalty 12719.147188 = -8585899.612097
  nChanged 17
		SP:Iteration 54Q (49428.010000 sec): 3 clusters
  Score: Raw -8598620.431711 + Penalty 12719.147188 = -8585901.284524
  nChanged 17
		SP:Iteration 55Q (49428.240000 sec): 3 clusters
  Score: Raw -8598622.280827 + Penalty 12719.147188 = -8585903.133639
  nChanged 16
		SP:Iteration 56Q (49428.460000 sec): 3 clusters
  Score: Raw -8598624.348549 + Penalty 12719.147188 = -8585905.201361
  nChanged 14
		SP:Iteration 57Q (49428.680000 sec): 3 clusters
  Score: Raw -8598625.831838 + Penalty 12719.147188 = -8585906.684651
  nChanged 7
		SP:Iteration 58Q (49428.900000 sec): 3 clusters
  Score: Raw -8598626.629842 + Penalty 12719.147188 = -8585907.482655
  nChanged 12
		SP:Iteration 59Q (49429.130000 sec): 3 clusters
  Score: Raw -8598628.168469 + Penalty 12719.147188 = -8585909.021281
  nChanged 13
		SP:Iteration 60F (49429.360000 sec): 3 clusters
  Score: Raw -8598629.541435 + Penalty 12719.147188 = -8585910.394248
  nChanged 19
		SP:Iteration 61Q (49429.580000 sec): 3 clusters
  Score: Raw -8598631.463052 + Penalty 12719.147188 = -8585912.315864
  nChanged 14
		SP:Iteration 62Q (49429.810000 sec): 3 clusters
  Score: Raw -8598633.179688 + Penalty 12719.147188 = -8585914.032501
  nChanged 15
		SP:Iteration 63Q (49430.030000 sec): 3 clusters
  Score: Raw -8598634.607993 + Penalty 12719.147188 = -8585915.460805
  nChanged 14
		SP:Iteration 64Q (49430.260000 sec): 3 clusters
  Score: Raw -8598636.191375 + Penalty 12719.147188 = -8585917.044187
  nChanged 14
		SP:Iteration 65Q (49430.480000 sec): 3 clusters
  Score: Raw -8598638.071976 + Penalty 12719.147188 = -8585918.924788
  nChanged 15
		SP:Iteration 66Q (49430.700000 sec): 3 clusters
  Score: Raw -8598639.459217 + Penalty 12719.147188 = -8585920.312029
  nChanged 17
		SP:Iteration 67Q (49430.920000 sec): 3 clusters
  Score: Raw -8598641.282969 + Penalty 12719.147188 = -8585922.135781
  nChanged 20
		SP:Iteration 68Q (49431.160000 sec): 3 clusters
  Score: Raw -8598643.393932 + Penalty 12719.147188 = -8585924.246744
  nChanged 19
		SP:Iteration 69Q (49431.390000 sec): 3 clusters
  Score: Raw -8598645.666142 + Penalty 12719.147188 = -8585926.518954
  nChanged 24
		SP:Iteration 70Q (49431.620000 sec): 3 clusters
  Score: Raw -8598648.509120 + Penalty 12719.147188 = -8585929.361933
  nChanged 19
		SP:Iteration 71Q (49431.850000 sec): 3 clusters
  Score: Raw -8598650.731057 + Penalty 12719.147188 = -8585931.583870
  nChanged 26
		SP:Iteration 72Q (49432.090000 sec): 3 clusters
  Score: Raw -8598653.946457 + Penalty 12719.147188 = -8585934.799269
  nChanged 23
		SP:Iteration 73Q (49432.320000 sec): 3 clusters
  Score: Raw -8598656.864325 + Penalty 12719.147188 = -8585937.717138
  nChanged 32
		SP:Iteration 74Q (49432.550000 sec): 3 clusters
  Score: Raw -8598660.628199 + Penalty 12719.147188 = -8585941.481011
  nChanged 31
		SP:Iteration 75Q (49432.780000 sec): 3 clusters
  Score: Raw -8598664.375111 + Penalty 12719.147188 = -8585945.227924
  nChanged 29
		SP:Iteration 76Q (49433.020000 sec): 3 clusters
  Score: Raw -8598667.775534 + Penalty 12719.147188 = -8585948.628346
  nChanged 23
		SP:Iteration 77Q (49433.250000 sec): 3 clusters
  Score: Raw -8598670.609955 + Penalty 12719.147188 = -8585951.462768
  nChanged 31
		SP:Iteration 78Q (49433.480000 sec): 3 clusters
  Score: Raw -8598674.049321 + Penalty 12719.147188 = -8585954.902133
  nChanged 32
		SP:Iteration 79Q (49433.720000 sec): 3 clusters
  Score: Raw -8598678.181837 + Penalty 12719.147188 = -8585959.034649
  nChanged 36
		SP:Iteration 80F (49433.960000 sec): 3 clusters
  Score: Raw -8598682.569418 + Penalty 12719.147188 = -8585963.422230
  nChanged 33
		SP:Iteration 81Q (49434.190000 sec): 3 clusters
  Score: Raw -8598686.252411 + Penalty 12719.147188 = -8585967.105224
  nChanged 27
		SP:Iteration 82Q (49434.420000 sec): 3 clusters
  Score: Raw -8598689.592447 + Penalty 12719.147188 = -8585970.445259
  nChanged 25
		SP:Iteration 83Q (49434.660000 sec): 3 clusters
  Score: Raw -8598692.030311 + Penalty 12719.147188 = -8585972.883124
  nChanged 18
		SP:Iteration 84Q (49434.890000 sec): 3 clusters
  Score: Raw -8598693.978989 + Penalty 12719.147188 = -8585974.831802
  nChanged 18
		SP:Iteration 85Q (49435.120000 sec): 3 clusters
  Score: Raw -8598695.785052 + Penalty 12719.147188 = -8585976.637864
  nChanged 21
		SP:Iteration 86Q (49435.360000 sec): 3 clusters
  Score: Raw -8598698.049374 + Penalty 12719.147188 = -8585978.902186
  nChanged 18
		SP:Iteration 87Q (49435.590000 sec): 3 clusters
  Score: Raw -8598699.906643 + Penalty 12719.147188 = -8585980.759455
  nChanged 15
		SP:Iteration 88Q (49435.820000 sec): 3 clusters
  Score: Raw -8598701.672371 + Penalty 12719.147188 = -8585982.525183
  nChanged 14
		SP:Iteration 89Q (49436.050000 sec): 3 clusters
  Score: Raw -8598703.152784 + Penalty 12719.147188 = -8585984.005596
  nChanged 13
		SP:Iteration 90Q (49436.280000 sec): 3 clusters
  Score: Raw -8598704.430695 + Penalty 12719.147188 = -8585985.283507
  nChanged 11
		SP:Iteration 91Q (49436.520000 sec): 3 clusters
  Score: Raw -8598705.815699 + Penalty 12719.147188 = -8585986.668511
  nChanged 10
		SP:Iteration 92Q (49436.740000 sec): 3 clusters
  Score: Raw -8598706.710658 + Penalty 12719.147188 = -8585987.563471
  nChanged 9
		SP:Iteration 93Q (49436.970000 sec): 3 clusters
  Score: Raw -8598707.767892 + Penalty 12719.147188 = -8585988.620705
  nChanged 11
		SP:Iteration 94Q (49437.190000 sec): 3 clusters
  Score: Raw -8598708.838918 + Penalty 12719.147188 = -8585989.691731
  nChanged 13
		SP:Iteration 95Q (49437.420000 sec): 3 clusters
  Score: Raw -8598710.144822 + Penalty 12719.147188 = -8585990.997635
  nChanged 11
		SP:Iteration 96Q (49437.650000 sec): 3 clusters
  Score: Raw -8598711.241954 + Penalty 12719.147188 = -8585992.094766
  nChanged 7
		SP:Iteration 97Q (49437.880000 sec): 3 clusters
  Score: Raw -8598711.850604 + Penalty 12719.147188 = -8585992.703417
  nChanged 8
		SP:Iteration 98Q (49438.120000 sec): 3 clusters
  Score: Raw -8598712.675986 + Penalty 12719.147188 = -8585993.528799
  nChanged 7
		SP:Iteration 99Q (49438.350000 sec): 3 clusters
  Score: Raw -8598713.497861 + Penalty 12719.147188 = -8585994.350673
  nChanged 8
		SP:Iteration 100F (49438.590000 sec): 3 clusters
  Score: Raw -8598714.327570 + Penalty 12719.147188 = -8585995.180383
  nChanged 15
		SP:Iteration 101Q (49438.820000 sec): 3 clusters
  Score: Raw -8598715.719889 + Penalty 12719.147188 = -8585996.572701
  nChanged 7
		SP:Iteration 102Q (49439.060000 sec): 3 clusters
  Score: Raw -8598716.371120 + Penalty 12719.147188 = -8585997.223932
  nChanged 9
		SP:Iteration 103Q (49439.290000 sec): 3 clusters
  Score: Raw -8598717.338891 + Penalty 12719.147188 = -8585998.191704
  nChanged 9
		SP:Iteration 104Q (49439.520000 sec): 3 clusters
  Score: Raw -8598718.121010 + Penalty 12719.147188 = -8585998.973823
  nChanged 6
		SP:Iteration 105Q (49439.750000 sec): 3 clusters
  Score: Raw -8598718.599964 + Penalty 12719.147188 = -8585999.452776
  nChanged 8
		SP:Iteration 106Q (49439.980000 sec): 3 clusters
  Score: Raw -8598719.384508 + Penalty 12719.147188 = -8586000.237321
  nChanged 4
		SP:Iteration 107Q (49440.220000 sec): 3 clusters
  Score: Raw -8598719.697276 + Penalty 12719.147188 = -8586000.550089
  nChanged 2
		SP:Iteration 108Q (49440.450000 sec): 3 clusters
  Score: Raw -8598719.820988 + Penalty 12719.147188 = -8586000.673801
  nChanged 2
		SP:Iteration 109Q (49440.680000 sec): 3 clusters
  Score: Raw -8598719.971636 + Penalty 12719.147188 = -8586000.824449
  nChanged 2
		SP:Iteration 110Q (49440.910000 sec): 3 clusters
  Score: Raw -8598720.171331 + Penalty 12719.147188 = -8586001.024143
  nChanged 2
		SP:Iteration 111Q (49441.150000 sec): 3 clusters
  Score: Raw -8598720.414593 + Penalty 12719.147188 = -8586001.267405
  nChanged 5
		SP:Iteration 112Q (49441.380000 sec): 3 clusters
  Score: Raw -8598721.111635 + Penalty 12719.147188 = -8586001.964447
  nChanged 9
		SP:Iteration 113Q (49441.610000 sec): 3 clusters
  Score: Raw -8598722.214122 + Penalty 12719.147188 = -8586003.066935
  nChanged 10
		SP:Iteration 114Q (49441.830000 sec): 3 clusters
  Score: Raw -8598723.217286 + Penalty 12719.147188 = -8586004.070098
  nChanged 7
		SP:Iteration 115Q (49442.050000 sec): 3 clusters
  Score: Raw -8598724.082837 + Penalty 12719.147188 = -8586004.935649
  nChanged 11
		SP:Iteration 116Q (49442.270000 sec): 3 clusters
  Score: Raw -8598725.146769 + Penalty 12719.147188 = -8586005.999582
  nChanged 8
		SP:Iteration 117Q (49442.500000 sec): 3 clusters
  Score: Raw -8598726.072143 + Penalty 12719.147188 = -8586006.924955
  nChanged 9
		SP:Iteration 118Q (49442.730000 sec): 3 clusters
  Score: Raw -8598726.818902 + Penalty 12719.147188 = -8586007.671714
  nChanged 6
		SP:Iteration 119Q (49442.960000 sec): 3 clusters
  Score: Raw -8598727.204022 + Penalty 12719.147188 = -8586008.056835
  nChanged 4
		SP:Iteration 120F (49443.200000 sec): 3 clusters
  Score: Raw -8598727.540462 + Penalty 12719.147188 = -8586008.393274
  nChanged 3
		SP:Iteration 121Q (49443.440000 sec): 3 clusters
  Score: Raw -8598727.809983 + Penalty 12719.147188 = -8586008.662796
  nChanged 4
		SP:Iteration 122Q (49443.670000 sec): 3 clusters
  Score: Raw -8598728.160419 + Penalty 12719.147188 = -8586009.013232
  nChanged 5
		SP:Iteration 123Q (49443.900000 sec): 3 clusters
  Score: Raw -8598728.640853 + Penalty 12719.147188 = -8586009.493666
  nChanged 4
		SP:Iteration 124Q (49444.140000 sec): 3 clusters
  Score: Raw -8598729.155079 + Penalty 12719.147188 = -8586010.007891
  nChanged 4
		SP:Iteration 125Q (49444.370000 sec): 3 clusters
  Score: Raw -8598729.533533 + Penalty 12719.147188 = -8586010.386345
  nChanged 3
		SP:Iteration 126Q (49444.600000 sec): 3 clusters
  Score: Raw -8598729.866262 + Penalty 12719.147188 = -8586010.719074
  nChanged 9
		SP:Iteration 127Q (49444.830000 sec): 3 clusters
  Score: Raw -8598730.917338 + Penalty 12719.147188 = -8586011.770151
  nChanged 11
		SP:Iteration 128Q (49445.060000 sec): 3 clusters
  Score: Raw -8598732.309304 + Penalty 12719.147188 = -8586013.162117
  nChanged 18
		SP:Iteration 129Q (49445.290000 sec): 3 clusters
  Score: Raw -8598734.703184 + Penalty 12719.147188 = -8586015.555996
  nChanged 18
		SP:Iteration 130Q (49445.530000 sec): 3 clusters
  Score: Raw -8598736.804090 + Penalty 12719.147188 = -8586017.656902
  nChanged 13
		SP:Iteration 131Q (49445.760000 sec): 3 clusters
  Score: Raw -8598738.186088 + Penalty 12719.147188 = -8586019.038900
  nChanged 9
		SP:Iteration 132Q (49445.990000 sec): 3 clusters
  Score: Raw -8598739.191481 + Penalty 12719.147188 = -8586020.044294
  nChanged 9
		SP:Iteration 133Q (49446.220000 sec): 3 clusters
  Score: Raw -8598740.286536 + Penalty 12719.147188 = -8586021.139349
  nChanged 14
		SP:Iteration 134Q (49446.450000 sec): 3 clusters
  Score: Raw -8598741.861655 + Penalty 12719.147188 = -8586022.714468
  nChanged 17
		SP:Iteration 135Q (49446.690000 sec): 3 clusters
  Score: Raw -8598743.734338 + Penalty 12719.147188 = -8586024.587151
  nChanged 17
		SP:Iteration 136Q (49446.910000 sec): 3 clusters
  Score: Raw -8598745.980446 + Penalty 12719.147188 = -8586026.833258
  nChanged 28
		SP:Iteration 137Q (49447.150000 sec): 3 clusters
  Score: Raw -8598749.759360 + Penalty 12719.147188 = -8586030.612173
  nChanged 24
		SP:Iteration 138Q (49447.380000 sec): 3 clusters
  Score: Raw -8598753.092226 + Penalty 12719.147188 = -8586033.945039
  nChanged 26
		SP:Iteration 139Q (49447.610000 sec): 3 clusters
  Score: Raw -8598756.923550 + Penalty 12719.147188 = -8586037.776362
  nChanged 31
		SP:Iteration 140F (49447.850000 sec): 3 clusters
  Score: Raw -8598761.359951 + Penalty 12719.147188 = -8586042.212763
  nChanged 31
		SP:Iteration 141Q (49448.090000 sec): 3 clusters
  Score: Raw -8598765.582190 + Penalty 12719.147188 = -8586046.435002
  nChanged 39
		SP:Iteration 142Q (49448.320000 sec): 3 clusters
  Score: Raw -8598770.424095 + Penalty 12719.147188 = -8586051.276908
  nChanged 34
		SP:Iteration 143Q (49448.550000 sec): 3 clusters
  Score: Raw -8598775.089493 + Penalty 12719.147188 = -8586055.942305
  nChanged 32
		SP:Iteration 144Q (49448.780000 sec): 3 clusters
  Score: Raw -8598779.786085 + Penalty 12719.147188 = -8586060.638897
  nChanged 36
		SP:Iteration 145Q (49449.010000 sec): 3 clusters
  Score: Raw -8598784.724547 + Penalty 12719.147188 = -8586065.577360
  nChanged 43
		SP:Iteration 146Q (49449.230000 sec): 3 clusters
  Score: Raw -8598790.566478 + Penalty 12719.147188 = -8586071.419291
  nChanged 42
		SP:Iteration 147Q (49449.460000 sec): 3 clusters
  Score: Raw -8598796.267034 + Penalty 12719.147188 = -8586077.119847
  nChanged 44
		SP:Iteration 148Q (49449.690000 sec): 3 clusters
  Score: Raw -8598801.770372 + Penalty 12719.147188 = -8586082.623184
  nChanged 45
		SP:Iteration 149Q (49449.920000 sec): 3 clusters
  Score: Raw -8598807.963970 + Penalty 12719.147188 = -8586088.816782
  nChanged 42
		SP:Iteration 150Q (49450.150000 sec): 3 clusters
  Score: Raw -8598813.826836 + Penalty 12719.147188 = -8586094.679649
  nChanged 38
		SP:Iteration 151Q (49450.380000 sec): 3 clusters
  Score: Raw -8598819.653380 + Penalty 12719.147188 = -8586100.506192
  nChanged 50
		SP:Iteration 152Q (49450.610000 sec): 3 clusters
  Score: Raw -8598827.708945 + Penalty 12719.147188 = -8586108.561758
  nChanged 57
		SP:Iteration 153Q (49450.850000 sec): 3 clusters
  Score: Raw -8598836.722228 + Penalty 12719.147188 = -8586117.575040
  nChanged 61
		SP:Iteration 154Q (49451.070000 sec): 3 clusters
  Score: Raw -8598845.891629 + Penalty 12719.147188 = -8586126.744441
  nChanged 66
		SP:Iteration 155Q (49451.310000 sec): 3 clusters
  Score: Raw -8598855.973467 + Penalty 12719.147188 = -8586136.826279
  nChanged 68
		SP:Iteration 156Q (49451.540000 sec): 3 clusters
  Score: Raw -8598865.973287 + Penalty 12719.147188 = -8586146.826099
  nChanged 74
		SP:Iteration 157Q (49451.770000 sec): 3 clusters
  Score: Raw -8598876.856570 + Penalty 12719.147188 = -8586157.709382
  nChanged 62
		SP:Iteration 158Q (49451.990000 sec): 3 clusters
  Score: Raw -8598885.631566 + Penalty 12719.147188 = -8586166.484378
  nChanged 62
		SP:Iteration 159Q (49452.210000 sec): 3 clusters
  Score: Raw -8598895.114905 + Penalty 12719.147188 = -8586175.967717
  nChanged 67
		SP:Iteration 160F (49452.450000 sec): 3 clusters
  Score: Raw -8598904.148945 + Penalty 12719.147188 = -8586185.001757
  nChanged 61
		SP:Iteration 161Q (49452.680000 sec): 3 clusters
  Score: Raw -8598913.130012 + Penalty 12719.147188 = -8586193.982825
  nChanged 62
		SP:Iteration 162Q (49452.910000 sec): 3 clusters
  Score: Raw -8598922.319164 + Penalty 12719.147188 = -8586203.171976
  nChanged 56
		SP:Iteration 163Q (49453.140000 sec): 3 clusters
  Score: Raw -8598931.082024 + Penalty 12719.147188 = -8586211.934836
  nChanged 62
		SP:Iteration 164Q (49453.370000 sec): 3 clusters
  Score: Raw -8598939.831815 + Penalty 12719.147188 = -8586220.684628
  nChanged 51
		SP:Iteration 165Q (49453.600000 sec): 3 clusters
  Score: Raw -8598946.974573 + Penalty 12719.147188 = -8586227.827386
  nChanged 55
		SP:Iteration 166Q (49453.830000 sec): 3 clusters
  Score: Raw -8598954.845591 + Penalty 12719.147188 = -8586235.698403
  nChanged 52
		SP:Iteration 167Q (49454.050000 sec): 3 clusters
  Score: Raw -8598962.211554 + Penalty 12719.147188 = -8586243.064367
  nChanged 52
		SP:Iteration 168Q (49454.280000 sec): 3 clusters
  Score: Raw -8598968.899071 + Penalty 12719.147188 = -8586249.751884
  nChanged 45
		SP:Iteration 169Q (49454.510000 sec): 3 clusters
  Score: Raw -8598974.543105 + Penalty 12719.147188 = -8586255.395917
  nChanged 37
		SP:Iteration 170Q (49454.740000 sec): 3 clusters
  Score: Raw -8598979.660898 + Penalty 12719.147188 = -8586260.513711
  nChanged 44
		SP:Iteration 171Q (49454.970000 sec): 3 clusters
  Score: Raw -8598985.451473 + Penalty 12719.147188 = -8586266.304285
  nChanged 41
		SP:Iteration 172Q (49455.200000 sec): 3 clusters
  Score: Raw -8598991.920609 + Penalty 12719.147188 = -8586272.773421
  nChanged 51
		SP:Iteration 173Q (49455.430000 sec): 3 clusters
  Score: Raw -8598999.397471 + Penalty 12719.147188 = -8586280.250284
  nChanged 40
		SP:Iteration 174Q (49455.650000 sec): 3 clusters
  Score: Raw -8599005.156288 + Penalty 12719.147188 = -8586286.009101
  nChanged 43
		SP:Iteration 175Q (49455.880000 sec): 3 clusters
  Score: Raw -8599011.607744 + Penalty 12719.147188 = -8586292.460556
  nChanged 40
		SP:Iteration 176Q (49456.110000 sec): 3 clusters
  Score: Raw -8599017.292872 + Penalty 12719.147188 = -8586298.145685
  nChanged 42
		SP:Iteration 177Q (49456.330000 sec): 3 clusters
  Score: Raw -8599023.436946 + Penalty 12719.147188 = -8586304.289758
  nChanged 38
		SP:Iteration 178Q (49456.550000 sec): 3 clusters
  Score: Raw -8599028.713324 + Penalty 12719.147188 = -8586309.566137
  nChanged 39
		SP:Iteration 179Q (49456.770000 sec): 3 clusters
  Score: Raw -8599034.509823 + Penalty 12719.147188 = -8586315.362635
  nChanged 38
		SP:Iteration 180F (49457.000000 sec): 3 clusters
  Score: Raw -8599040.162226 + Penalty 12719.147188 = -8586321.015038
  nChanged 42
		SP:Iteration 181Q (49457.220000 sec): 3 clusters
  Score: Raw -8599046.169388 + Penalty 12719.147188 = -8586327.022201
  nChanged 41
		SP:Iteration 182Q (49457.440000 sec): 3 clusters
  Score: Raw -8599052.315436 + Penalty 12719.147188 = -8586333.168249
  nChanged 42
		SP:Iteration 183Q (49457.650000 sec): 3 clusters
  Score: Raw -8599058.518959 + Penalty 12719.147188 = -8586339.371771
  nChanged 46
		SP:Iteration 184Q (49457.870000 sec): 3 clusters
  Score: Raw -8599065.815213 + Penalty 12719.147188 = -8586346.668026
  nChanged 38
		SP:Iteration 185Q (49458.090000 sec): 3 clusters
  Score: Raw -8599071.206519 + Penalty 12719.147188 = -8586352.059332
  nChanged 27
		SP:Iteration 186Q (49458.300000 sec): 3 clusters
  Score: Raw -8599074.739993 + Penalty 12719.147188 = -8586355.592805
  nChanged 26
		SP:Iteration 187Q (49458.510000 sec): 3 clusters
  Score: Raw -8599078.133900 + Penalty 12719.147188 = -8586358.986712
  nChanged 18
		SP:Iteration 188Q (49458.730000 sec): 3 clusters
  Score: Raw -8599080.438069 + Penalty 12719.147188 = -8586361.290882
  nChanged 19
		SP:Iteration 189Q (49458.950000 sec): 3 clusters
  Score: Raw -8599083.282970 + Penalty 12719.147188 = -8586364.135783
  nChanged 18
		SP:Iteration 190Q (49459.170000 sec): 3 clusters
  Score: Raw -8599085.648571 + Penalty 12719.147188 = -8586366.501383
  nChanged 20
		SP:Iteration 191Q (49459.390000 sec): 3 clusters
  Score: Raw -8599088.166620 + Penalty 12719.147188 = -8586369.019433
  nChanged 23
		SP:Iteration 192Q (49459.600000 sec): 3 clusters
  Score: Raw -8599091.442670 + Penalty 12719.147188 = -8586372.295483
  nChanged 25
		SP:Iteration 193Q (49459.820000 sec): 3 clusters
  Score: Raw -8599094.387479 + Penalty 12719.147188 = -8586375.240292
  nChanged 17
		SP:Iteration 194Q (49460.030000 sec): 3 clusters
  Score: Raw -8599096.433816 + Penalty 12719.147188 = -8586377.286629
  nChanged 18
		SP:Iteration 195Q (49460.250000 sec): 3 clusters
  Score: Raw -8599099.441506 + Penalty 12719.147188 = -8586380.294318
  nChanged 33
		SP:Iteration 196Q (49460.470000 sec): 3 clusters
  Score: Raw -8599104.241206 + Penalty 12719.147188 = -8586385.094018
  nChanged 25
		SP:Iteration 197Q (49460.680000 sec): 3 clusters
  Score: Raw -8599107.782709 + Penalty 12719.147188 = -8586388.635522
  nChanged 29
		SP:Iteration 198Q (49460.890000 sec): 3 clusters
  Score: Raw -8599111.754633 + Penalty 12719.147188 = -8586392.607445
  nChanged 35
		SP:Iteration 199Q (49461.110000 sec): 3 clusters
  Score: Raw -8599116.244315 + Penalty 12719.147188 = -8586397.097127
  nChanged 35
		SP:Iteration 200F (49461.350000 sec): 3 clusters
  Score: Raw -8599120.882981 + Penalty 12719.147188 = -8586401.735793
  nChanged 31
		SP:Iteration 201Q (49461.560000 sec): 3 clusters
  Score: Raw -8599124.779869 + Penalty 12719.147188 = -8586405.632681
  nChanged 24
		SP:Iteration 202Q (49461.770000 sec): 3 clusters
  Score: Raw -8599128.186266 + Penalty 12719.147188 = -8586409.039079
  nChanged 26
		SP:Iteration 203Q (49461.990000 sec): 3 clusters
  Score: Raw -8599131.628008 + Penalty 12719.147188 = -8586412.480820
  nChanged 30
		SP:Iteration 204Q (49462.210000 sec): 3 clusters
  Score: Raw -8599135.983960 + Penalty 12719.147188 = -8586416.836772
  nChanged 40
		SP:Iteration 205Q (49462.420000 sec): 3 clusters
  Score: Raw -8599142.395773 + Penalty 12719.147188 = -8586423.248585
  nChanged 38
		SP:Iteration 206Q (49462.630000 sec): 3 clusters
  Score: Raw -8599148.911857 + Penalty 12719.147188 = -8586429.764670
  nChanged 39
		SP:Iteration 207Q (49462.850000 sec): 3 clusters
  Score: Raw -8599154.427765 + Penalty 12719.147188 = -8586435.280577
  nChanged 40
		SP:Iteration 208Q (49463.070000 sec): 3 clusters
  Score: Raw -8599160.361651 + Penalty 12719.147188 = -8586441.214463
  nChanged 35
		SP:Iteration 209Q (49463.280000 sec): 3 clusters
  Score: Raw -8599164.962282 + Penalty 12719.147188 = -8586445.815094
  nChanged 30
		SP:Iteration 210Q (49463.490000 sec): 3 clusters
  Score: Raw -8599169.377901 + Penalty 12719.147188 = -8586450.230713
  nChanged 25
		SP:Iteration 211Q (49463.720000 sec): 3 clusters
  Score: Raw -8599172.834483 + Penalty 12719.147188 = -8586453.687296
  nChanged 20
		SP:Iteration 212Q (49463.940000 sec): 3 clusters
  Score: Raw -8599175.525218 + Penalty 12719.147188 = -8586456.378030
  nChanged 25
		SP:Iteration 213Q (49464.160000 sec): 3 clusters
  Score: Raw -8599179.257597 + Penalty 12719.147188 = -8586460.110409
  nChanged 29
		SP:Iteration 214Q (49464.390000 sec): 3 clusters
  Score: Raw -8599182.987664 + Penalty 12719.147188 = -8586463.840476
  nChanged 32
		SP:Iteration 215Q (49464.610000 sec): 3 clusters
  Score: Raw -8599187.586469 + Penalty 12719.147188 = -8586468.439281
  nChanged 31
		SP:Iteration 216Q (49464.830000 sec): 3 clusters
  Score: Raw -8599191.890022 + Penalty 12719.147188 = -8586472.742835
  nChanged 26
		SP:Iteration 217Q (49465.040000 sec): 3 clusters
  Score: Raw -8599195.835305 + Penalty 12719.147188 = -8586476.688118
  nChanged 27
		SP:Iteration 218Q (49465.250000 sec): 3 clusters
  Score: Raw -8599199.806528 + Penalty 12719.147188 = -8586480.659340
  nChanged 20
		SP:Iteration 219Q (49465.470000 sec): 3 clusters
  Score: Raw -8599202.467254 + Penalty 12719.147188 = -8586483.320066
  nChanged 17
		SP:Iteration 220F (49465.700000 sec): 3 clusters
  Score: Raw -8599205.035778 + Penalty 12719.147188 = -8586485.888591
  nChanged 17
		SP:Iteration 221Q (49465.910000 sec): 3 clusters
  Score: Raw -8599207.161205 + Penalty 12719.147188 = -8586488.014018
  nChanged 12
		SP:Iteration 222Q (49466.130000 sec): 3 clusters
  Score: Raw -8599208.802858 + Penalty 12719.147188 = -8586489.655671
  nChanged 12
		SP:Iteration 223Q (49466.340000 sec): 3 clusters
  Score: Raw -8599210.747966 + Penalty 12719.147188 = -8586491.600778
  nChanged 15
		SP:Iteration 224Q (49466.550000 sec): 3 clusters
  Score: Raw -8599213.046002 + Penalty 12719.147188 = -8586493.898814
  nChanged 21
		SP:Iteration 225Q (49466.770000 sec): 3 clusters
  Score: Raw -8599215.562022 + Penalty 12719.147188 = -8586496.414835
  nChanged 12
		SP:Iteration 226Q (49466.980000 sec): 3 clusters
  Score: Raw -8599217.127209 + Penalty 12719.147188 = -8586497.980021
  nChanged 10
		SP:Iteration 227Q (49467.190000 sec): 3 clusters
  Score: Raw -8599218.277977 + Penalty 12719.147188 = -8586499.130790
  nChanged 12
		SP:Iteration 228Q (49467.410000 sec): 3 clusters
  Score: Raw -8599219.950984 + Penalty 12719.147188 = -8586500.803796
  nChanged 14
		SP:Iteration 229Q (49467.620000 sec): 3 clusters
  Score: Raw -8599221.634459 + Penalty 12719.147188 = -8586502.487272
  nChanged 18
		SP:Iteration 230Q (49467.830000 sec): 3 clusters
  Score: Raw -8599223.927213 + Penalty 12719.147188 = -8586504.780026
  nChanged 16
		SP:Iteration 231Q (49468.040000 sec): 3 clusters
  Score: Raw -8599226.265688 + Penalty 12719.147188 = -8586507.118500
  nChanged 18
		SP:Iteration 232Q (49468.260000 sec): 3 clusters
  Score: Raw -8599228.440758 + Penalty 12719.147188 = -8586509.293570
  nChanged 17
		SP:Iteration 233Q (49468.470000 sec): 3 clusters
  Score: Raw -8599231.056256 + Penalty 12719.147188 = -8586511.909068
  nChanged 16
		SP:Iteration 234Q (49468.680000 sec): 3 clusters
  Score: Raw -8599233.013276 + Penalty 12719.147188 = -8586513.866088
  nChanged 7
		SP:Iteration 235Q (49468.890000 sec): 3 clusters
  Score: Raw -8599233.990015 + Penalty 12719.147188 = -8586514.842828
  nChanged 9
		SP:Iteration 236Q (49469.110000 sec): 3 clusters
  Score: Raw -8599235.050099 + Penalty 12719.147188 = -8586515.902912
  nChanged 9
		SP:Iteration 237Q (49469.320000 sec): 3 clusters
  Score: Raw -8599236.093911 + Penalty 12719.147188 = -8586516.946724
  nChanged 9
		SP:Iteration 238Q (49469.530000 sec): 3 clusters
  Score: Raw -8599237.426671 + Penalty 12719.147188 = -8586518.279483
  nChanged 17
		SP:Iteration 239Q (49469.750000 sec): 3 clusters
  Score: Raw -8599239.986577 + Penalty 12719.147188 = -8586520.839390
  nChanged 19
		SP:Iteration 240F (49469.980000 sec): 3 clusters
  Score: Raw -8599242.156410 + Penalty 12719.147188 = -8586523.009222
  nChanged 16
		SP:Iteration 241Q (49470.190000 sec): 3 clusters
  Score: Raw -8599244.521607 + Penalty 12719.147188 = -8586525.374420
  nChanged 17
		SP:Iteration 242Q (49470.410000 sec): 3 clusters
  Score: Raw -8599246.736695 + Penalty 12719.147188 = -8586527.589507
  nChanged 14
		SP:Iteration 243Q (49470.620000 sec): 3 clusters
  Score: Raw -8599248.540287 + Penalty 12719.147188 = -8586529.393100
  nChanged 12
		SP:Iteration 244Q (49470.830000 sec): 3 clusters
  Score: Raw -8599249.950315 + Penalty 12719.147188 = -8586530.803128
  nChanged 9
		SP:Iteration 245Q (49471.040000 sec): 3 clusters
  Score: Raw -8599251.087658 + Penalty 12719.147188 = -8586531.940470
  nChanged 10
		SP:Iteration 246Q (49471.260000 sec): 3 clusters
  Score: Raw -8599252.221860 + Penalty 12719.147188 = -8586533.074672
  nChanged 8
		SP:Iteration 247Q (49471.470000 sec): 3 clusters
  Score: Raw -8599253.217361 + Penalty 12719.147188 = -8586534.070174
  nChanged 8
		SP:Iteration 248Q (49471.680000 sec): 3 clusters
  Score: Raw -8599254.124451 + Penalty 12719.147188 = -8586534.977263
  nChanged 9
		SP:Iteration 249Q (49471.890000 sec): 3 clusters
  Score: Raw -8599255.215446 + Penalty 12719.147188 = -8586536.068259
  nChanged 5
		SP:Iteration 250Q (49472.110000 sec): 3 clusters
  Score: Raw -8599255.771122 + Penalty 12719.147188 = -8586536.623934
  nChanged 6
		SP:Iteration 251Q (49472.320000 sec): 3 clusters
  Score: Raw -8599256.572175 + Penalty 12719.147188 = -8586537.424988
  nChanged 9
		SP:Iteration 252Q (49472.530000 sec): 3 clusters
  Score: Raw -8599257.607529 + Penalty 12719.147188 = -8586538.460341
  nChanged 7
		SP:Iteration 253Q (49472.740000 sec): 3 clusters
  Score: Raw -8599258.548443 + Penalty 12719.147188 = -8586539.401255
  nChanged 9
		SP:Iteration 254Q (49472.950000 sec): 3 clusters
  Score: Raw -8599259.991464 + Penalty 12719.147188 = -8586540.844277
  nChanged 11
		SP:Iteration 255Q (49473.170000 sec): 3 clusters
  Score: Raw -8599261.508668 + Penalty 12719.147188 = -8586542.361480
  nChanged 9
		SP:Iteration 256Q (49473.380000 sec): 3 clusters
  Score: Raw -8599262.634649 + Penalty 12719.147188 = -8586543.487462
  nChanged 8
		SP:Iteration 257Q (49473.590000 sec): 3 clusters
  Score: Raw -8599263.827213 + Penalty 12719.147188 = -8586544.680026
  nChanged 10
		SP:Iteration 258Q (49473.800000 sec): 3 clusters
  Score: Raw -8599265.297000 + Penalty 12719.147188 = -8586546.149813
  nChanged 13
		SP:Iteration 259Q (49474.010000 sec): 3 clusters
  Score: Raw -8599267.131024 + Penalty 12719.147188 = -8586547.983837
  nChanged 11
		SP:Iteration 260F (49474.250000 sec): 3 clusters
  Score: Raw -8599268.748738 + Penalty 12719.147188 = -8586549.601550
  nChanged 10
		SP:Iteration 261Q (49474.460000 sec): 3 clusters
  Score: Raw -8599270.126355 + Penalty 12719.147188 = -8586550.979167
  nChanged 8
		SP:Iteration 262Q (49474.670000 sec): 3 clusters
  Score: Raw -8599271.561550 + Penalty 12719.147188 = -8586552.414363
  nChanged 12
		SP:Iteration 263Q (49474.890000 sec): 3 clusters
  Score: Raw -8599273.728882 + Penalty 12719.147188 = -8586554.581694
  nChanged 13
		SP:Iteration 264Q (49475.100000 sec): 3 clusters
  Score: Raw -8599276.350069 + Penalty 12719.147188 = -8586557.202881
  nChanged 15
		SP:Iteration 265Q (49475.310000 sec): 3 clusters
  Score: Raw -8599278.692276 + Penalty 12719.147188 = -8586559.545088
  nChanged 12
		SP:Iteration 266Q (49475.520000 sec): 3 clusters
  Score: Raw -8599280.639385 + Penalty 12719.147188 = -8586561.492197
  nChanged 15
		SP:Iteration 267Q (49475.730000 sec): 3 clusters
  Score: Raw -8599282.771082 + Penalty 12719.147188 = -8586563.623895
  nChanged 11
		SP:Iteration 268Q (49475.950000 sec): 3 clusters
  Score: Raw -8599284.713201 + Penalty 12719.147188 = -8586565.566014
  nChanged 12
		SP:Iteration 269Q (49476.160000 sec): 3 clusters
  Score: Raw -8599286.410418 + Penalty 12719.147188 = -8586567.263231
  nChanged 10
		SP:Iteration 270Q (49476.370000 sec): 3 clusters
  Score: Raw -8599287.639038 + Penalty 12719.147188 = -8586568.491850
  nChanged 9
		SP:Iteration 271Q (49476.580000 sec): 3 clusters
  Score: Raw -8599288.772406 + Penalty 12719.147188 = -8586569.625218
  nChanged 7
		SP:Iteration 272Q (49476.800000 sec): 3 clusters
  Score: Raw -8599289.817712 + Penalty 12719.147188 = -8586570.670524
  nChanged 6
		SP:Iteration 273Q (49477.010000 sec): 3 clusters
  Score: Raw -8599290.637110 + Penalty 12719.147188 = -8586571.489923
  nChanged 4
		SP:Iteration 274Q (49477.220000 sec): 3 clusters
  Score: Raw -8599291.112297 + Penalty 12719.147188 = -8586571.965109
  nChanged 1
		SP:Iteration 275Q (49477.430000 sec): 3 clusters
  Score: Raw -8599291.215039 + Penalty 12719.147188 = -8586572.067851
  nChanged 1
		SP:Iteration 276Q (49477.640000 sec): 3 clusters
  Score: Raw -8599291.398438 + Penalty 12719.147188 = -8586572.251250
  nChanged 1
		SP:Iteration 277Q (49477.860000 sec): 3 clusters
  Score: Raw -8599291.476223 + Penalty 12719.147188 = -8586572.329035
  nChanged 1
		SP:Iteration 278Q (49478.070000 sec): 3 clusters
  Score: Raw -8599291.612269 + Penalty 12719.147188 = -8586572.465081
  nChanged 2
		SP:Iteration 279Q (49478.280000 sec): 3 clusters
  Score: Raw -8599291.846212 + Penalty 12719.147188 = -8586572.699024
  nChanged 1
		SP:Iteration 280F (49478.520000 sec): 3 clusters
  Score: Raw -8599291.970651 + Penalty 12719.147188 = -8586572.823464
  nChanged 2
		SP:Iteration 281Q (49478.740000 sec): 3 clusters
  Score: Raw -8599292.262875 + Penalty 12719.147188 = -8586573.115687
  nChanged 1
		SP:Iteration 282Q (49478.950000 sec): 3 clusters
  Score: Raw -8599292.390136 + Penalty 12719.147188 = -8586573.242949
  nChanged 2
		SP:Iteration 283Q (49479.160000 sec): 3 clusters
  Score: Raw -8599292.683520 + Penalty 12719.147188 = -8586573.536332
  nChanged 3
		SP:Iteration 284Q (49479.370000 sec): 3 clusters
  Score: Raw -8599292.982773 + Penalty 12719.147188 = -8586573.835585
  nChanged 4
		SP:Iteration 285Q (49479.580000 sec): 3 clusters
  Score: Raw -8599293.475433 + Penalty 12719.147188 = -8586574.328245
  nChanged 3
		SP:Iteration 286Q (49479.800000 sec): 3 clusters
  Score: Raw -8599293.961647 + Penalty 12719.147188 = -8586574.814459
  nChanged 4
		SP:Iteration 287Q (49480.010000 sec): 3 clusters
  Score: Raw -8599294.586471 + Penalty 12719.147188 = -8586575.439284
  nChanged 6
		SP:Iteration 288Q (49480.220000 sec): 3 clusters
  Score: Raw -8599295.344175 + Penalty 12719.147188 = -8586576.196987
  nChanged 8
		SP:Iteration 289Q (49480.430000 sec): 3 clusters
  Score: Raw -8599296.297243 + Penalty 12719.147188 = -8586577.150056
  nChanged 7
		SP:Iteration 290Q (49480.650000 sec): 3 clusters
  Score: Raw -8599297.234376 + Penalty 12719.147188 = -8586578.087188
  nChanged 8
		SP:Iteration 291Q (49480.860000 sec): 3 clusters
  Score: Raw -8599298.370086 + Penalty 12719.147188 = -8586579.222899
  nChanged 7
		SP:Iteration 292Q (49481.070000 sec): 3 clusters
  Score: Raw -8599299.311926 + Penalty 12719.147188 = -8586580.164738
  nChanged 7
		SP:Iteration 293Q (49481.280000 sec): 3 clusters
  Score: Raw -8599300.213959 + Penalty 12719.147188 = -8586581.066771
  nChanged 2
		SP:Iteration 294Q (49481.500000 sec): 3 clusters
  Score: Raw -8599300.403536 + Penalty 12719.147188 = -8586581.256349
  nChanged 2
		SP:Iteration 295Q (49481.710000 sec): 3 clusters
  Score: Raw -8599300.702457 + Penalty 12719.147188 = -8586581.555269
  nChanged 2
		SP:Iteration 296Q (49481.920000 sec): 3 clusters
  Score: Raw -8599301.021570 + Penalty 12719.147188 = -8586581.874383
  nChanged 2
		SP:Iteration 297Q (49482.130000 sec): 3 clusters
  Score: Raw -8599301.221772 + Penalty 12719.147188 = -8586582.074584
  nChanged 3
		SP:Iteration 298Q (49482.340000 sec): 3 clusters
  Score: Raw -8599301.671010 + Penalty 12719.147188 = -8586582.523822
  nChanged 0
		SP:Iteration 299F (49482.580000 sec): 3 clusters
  Score: Raw -8599301.671010 + Penalty 12719.147188 = -8586582.523822
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (8918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49482.650000 sec): 2 clusters
  Score: Raw -2321932.924751 + Penalty 5571.194028 = -2316361.730723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49482.710000 sec): 3 clusters
  Score: Raw -2317988.643544 + Penalty 11142.388057 = -2306846.255487
  nChanged 3196
		SP:Iteration 1F (49482.780000 sec): 3 clusters
  Score: Raw -2319963.475407 + Penalty 11142.388057 = -2308821.087350
  nChanged 636
		SP:Iteration 2F (49482.840000 sec): 3 clusters
  Score: Raw -2320340.528034 + Penalty 11142.388057 = -2309198.139977
  nChanged 374
		SP:Iteration 3Q (49482.900000 sec): 3 clusters
  Score: Raw -2320539.706603 + Penalty 11142.388057 = -2309397.318546
  nChanged 224
		SP:Iteration 4Q (49482.970000 sec): 3 clusters
  Score: Raw -2320652.438238 + Penalty 11142.388057 = -2309510.050181
  nChanged 157
		SP:Iteration 5Q (49483.030000 sec): 3 clusters
  Score: Raw -2320732.686472 + Penalty 11142.388057 = -2309590.298415
  nChanged 134
		SP:Iteration 6Q (49483.100000 sec): 3 clusters
  Score: Raw -2320796.831717 + Penalty 11142.388057 = -2309654.443660
  nChanged 116
		SP:Iteration 7Q (49483.160000 sec): 3 clusters
  Score: Raw -2320849.215995 + Penalty 11142.388057 = -2309706.827938
  nChanged 104
		SP:Iteration 8Q (49483.220000 sec): 3 clusters
  Score: Raw -2320902.065690 + Penalty 11142.388057 = -2309759.677633
  nChanged 103
		SP:Iteration 9Q (49483.280000 sec): 3 clusters
  Score: Raw -2320949.173807 + Penalty 11142.388057 = -2309806.785750
  nChanged 97
		SP:Iteration 10Q (49483.350000 sec): 3 clusters
  Score: Raw -2320993.190401 + Penalty 11142.388057 = -2309850.802344
  nChanged 83
		SP:Iteration 11Q (49483.410000 sec): 3 clusters
  Score: Raw -2321036.546264 + Penalty 11142.388057 = -2309894.158208
  nChanged 89
		SP:Iteration 12Q (49483.480000 sec): 3 clusters
  Score: Raw -2321084.284626 + Penalty 11142.388057 = -2309941.896569
  nChanged 88
		SP:Iteration 13Q (49483.540000 sec): 3 clusters
  Score: Raw -2321134.357337 + Penalty 11142.388057 = -2309991.969280
  nChanged 109
		SP:Iteration 14Q (49483.600000 sec): 3 clusters
  Score: Raw -2321191.005675 + Penalty 11142.388057 = -2310048.617618
  nChanged 101
		SP:Iteration 15Q (49483.660000 sec): 3 clusters
  Score: Raw -2321243.993591 + Penalty 11142.388057 = -2310101.605534
  nChanged 116
		SP:Iteration 16Q (49483.730000 sec): 3 clusters
  Score: Raw -2321310.080306 + Penalty 11142.388057 = -2310167.692249
  nChanged 117
		SP:Iteration 17Q (49483.790000 sec): 3 clusters
  Score: Raw -2321373.530007 + Penalty 11142.388057 = -2310231.141950
  nChanged 99
		SP:Iteration 18Q (49483.850000 sec): 3 clusters
  Score: Raw -2321434.904729 + Penalty 11142.388057 = -2310292.516673
  nChanged 101
		SP:Iteration 19Q (49483.920000 sec): 3 clusters
  Score: Raw -2321486.106406 + Penalty 11142.388057 = -2310343.718349
  nChanged 76
		SP:Iteration 20F (49483.980000 sec): 3 clusters
  Score: Raw -2321533.160804 + Penalty 11142.388057 = -2310390.772747
  nChanged 77
		SP:Iteration 21Q (49484.040000 sec): 3 clusters
  Score: Raw -2321571.348548 + Penalty 11142.388057 = -2310428.960491
  nChanged 82
		SP:Iteration 22Q (49484.100000 sec): 3 clusters
  Score: Raw -2321610.931538 + Penalty 11142.388057 = -2310468.543481
  nChanged 68
		SP:Iteration 23Q (49484.170000 sec): 3 clusters
  Score: Raw -2321644.948591 + Penalty 11142.388057 = -2310502.560534
  nChanged 73
		SP:Iteration 24Q (49484.230000 sec): 3 clusters
  Score: Raw -2321683.831706 + Penalty 11142.388057 = -2310541.443649
  nChanged 74
		SP:Iteration 25Q (49484.290000 sec): 3 clusters
  Score: Raw -2321723.697229 + Penalty 11142.388057 = -2310581.309172
  nChanged 65
		SP:Iteration 26Q (49484.360000 sec): 3 clusters
  Score: Raw -2321758.377953 + Penalty 11142.388057 = -2310615.989896
  nChanged 67
		SP:Iteration 27Q (49484.420000 sec): 3 clusters
  Score: Raw -2321793.042084 + Penalty 11142.388057 = -2310650.654027
  nChanged 70
		SP:Iteration 28Q (49484.480000 sec): 3 clusters
  Score: Raw -2321827.334757 + Penalty 11142.388057 = -2310684.946701
  nChanged 66
		SP:Iteration 29Q (49484.540000 sec): 3 clusters
  Score: Raw -2321865.565068 + Penalty 11142.388057 = -2310723.177011
  nChanged 64
		SP:Iteration 30Q (49484.610000 sec): 3 clusters
  Score: Raw -2321895.148979 + Penalty 11142.388057 = -2310752.760922
  nChanged 74
		SP:Iteration 31Q (49484.670000 sec): 3 clusters
  Score: Raw -2321937.119705 + Penalty 11142.388057 = -2310794.731648
  nChanged 77
		SP:Iteration 32Q (49484.730000 sec): 3 clusters
  Score: Raw -2321981.457106 + Penalty 11142.388057 = -2310839.069049
  nChanged 77
		SP:Iteration 33Q (49484.790000 sec): 3 clusters
  Score: Raw -2322024.315294 + Penalty 11142.388057 = -2310881.927237
  nChanged 77
		SP:Iteration 34Q (49484.850000 sec): 3 clusters
  Score: Raw -2322065.776793 + Penalty 11142.388057 = -2310923.388736
  nChanged 67
		SP:Iteration 35Q (49484.920000 sec): 3 clusters
  Score: Raw -2322097.191472 + Penalty 11142.388057 = -2310954.803415
  nChanged 61
		SP:Iteration 36Q (49484.980000 sec): 3 clusters
  Score: Raw -2322129.754523 + Penalty 11142.388057 = -2310987.366466
  nChanged 66
		SP:Iteration 37Q (49485.040000 sec): 3 clusters
  Score: Raw -2322165.819672 + Penalty 11142.388057 = -2311023.431615
  nChanged 61
		SP:Iteration 38Q (49485.100000 sec): 3 clusters
  Score: Raw -2322195.812935 + Penalty 11142.388057 = -2311053.424878
  nChanged 46
		SP:Iteration 39Q (49485.160000 sec): 3 clusters
  Score: Raw -2322224.103256 + Penalty 11142.388057 = -2311081.715199
  nChanged 55
		SP:Iteration 40F (49485.220000 sec): 3 clusters
  Score: Raw -2322254.449674 + Penalty 11142.388057 = -2311112.061618
  nChanged 58
		SP:Iteration 41Q (49485.280000 sec): 3 clusters
  Score: Raw -2322285.621957 + Penalty 11142.388057 = -2311143.233900
  nChanged 47
		SP:Iteration 42Q (49485.340000 sec): 3 clusters
  Score: Raw -2322307.057171 + Penalty 11142.388057 = -2311164.669114
  nChanged 38
		SP:Iteration 43Q (49485.400000 sec): 3 clusters
  Score: Raw -2322325.510603 + Penalty 11142.388057 = -2311183.122546
  nChanged 45
		SP:Iteration 44Q (49485.460000 sec): 3 clusters
  Score: Raw -2322347.160458 + Penalty 11142.388057 = -2311204.772402
  nChanged 38
		SP:Iteration 45Q (49485.520000 sec): 3 clusters
  Score: Raw -2322365.001871 + Penalty 11142.388057 = -2311222.613814
  nChanged 32
		SP:Iteration 46Q (49485.580000 sec): 3 clusters
  Score: Raw -2322382.216208 + Penalty 11142.388057 = -2311239.828151
  nChanged 32
		SP:Iteration 47Q (49485.640000 sec): 3 clusters
  Score: Raw -2322398.432079 + Penalty 11142.388057 = -2311256.044022
  nChanged 29
		SP:Iteration 48Q (49485.700000 sec): 3 clusters
  Score: Raw -2322413.780045 + Penalty 11142.388057 = -2311271.391989
  nChanged 23
		SP:Iteration 49Q (49485.760000 sec): 3 clusters
  Score: Raw -2322423.359956 + Penalty 11142.388057 = -2311280.971899
  nChanged 19
		SP:Iteration 50Q (49485.820000 sec): 3 clusters
  Score: Raw -2322432.327578 + Penalty 11142.388057 = -2311289.939521
  nChanged 20
		SP:Iteration 51Q (49485.880000 sec): 3 clusters
  Score: Raw -2322443.768585 + Penalty 11142.388057 = -2311301.380528
  nChanged 25
		SP:Iteration 52Q (49485.940000 sec): 3 clusters
  Score: Raw -2322455.794338 + Penalty 11142.388057 = -2311313.406281
  nChanged 27
		SP:Iteration 53Q (49486.000000 sec): 3 clusters
  Score: Raw -2322471.005065 + Penalty 11142.388057 = -2311328.617008
  nChanged 31
		SP:Iteration 54Q (49486.060000 sec): 3 clusters
  Score: Raw -2322488.356481 + Penalty 11142.388057 = -2311345.968424
  nChanged 32
		SP:Iteration 55Q (49486.120000 sec): 3 clusters
  Score: Raw -2322505.481756 + Penalty 11142.388057 = -2311363.093699
  nChanged 37
		SP:Iteration 56Q (49486.180000 sec): 3 clusters
  Score: Raw -2322527.114914 + Penalty 11142.388057 = -2311384.726858
  nChanged 21
		SP:Iteration 57Q (49486.240000 sec): 3 clusters
  Score: Raw -2322538.783225 + Penalty 11142.388057 = -2311396.395168
  nChanged 21
		SP:Iteration 58Q (49486.300000 sec): 3 clusters
  Score: Raw -2322549.349138 + Penalty 11142.388057 = -2311406.961081
  nChanged 14
		SP:Iteration 59Q (49486.360000 sec): 3 clusters
  Score: Raw -2322556.457922 + Penalty 11142.388057 = -2311414.069865
  nChanged 10
		SP:Iteration 60F (49486.420000 sec): 3 clusters
  Score: Raw -2322560.599340 + Penalty 11142.388057 = -2311418.211283
  nChanged 7
		SP:Iteration 61Q (49486.480000 sec): 3 clusters
  Score: Raw -2322564.271201 + Penalty 11142.388057 = -2311421.883144
  nChanged 8
		SP:Iteration 62Q (49486.540000 sec): 3 clusters
  Score: Raw -2322567.970955 + Penalty 11142.388057 = -2311425.582899
  nChanged 6
		SP:Iteration 63Q (49486.600000 sec): 3 clusters
  Score: Raw -2322569.631719 + Penalty 11142.388057 = -2311427.243662
  nChanged 8
		SP:Iteration 64Q (49486.660000 sec): 3 clusters
  Score: Raw -2322573.318611 + Penalty 11142.388057 = -2311430.930554
  nChanged 3
		SP:Iteration 65Q (49486.720000 sec): 3 clusters
  Score: Raw -2322574.391392 + Penalty 11142.388057 = -2311432.003335
  nChanged 2
		SP:Iteration 66Q (49486.780000 sec): 3 clusters
  Score: Raw -2322575.040527 + Penalty 11142.388057 = -2311432.652470
  nChanged 3
		SP:Iteration 67Q (49486.840000 sec): 3 clusters
  Score: Raw -2322576.387189 + Penalty 11142.388057 = -2311433.999132
  nChanged 5
		SP:Iteration 68Q (49486.900000 sec): 3 clusters
  Score: Raw -2322578.330311 + Penalty 11142.388057 = -2311435.942254
  nChanged 2
		SP:Iteration 69Q (49486.960000 sec): 3 clusters
  Score: Raw -2322579.034105 + Penalty 11142.388057 = -2311436.646048
  nChanged 2
		SP:Iteration 70Q (49487.020000 sec): 3 clusters
  Score: Raw -2322580.652579 + Penalty 11142.388057 = -2311438.264522
  nChanged 4
		SP:Iteration 71Q (49487.080000 sec): 3 clusters
  Score: Raw -2322582.978849 + Penalty 11142.388057 = -2311440.590792
  nChanged 5
		SP:Iteration 72Q (49487.150000 sec): 3 clusters
  Score: Raw -2322585.151642 + Penalty 11142.388057 = -2311442.763585
  nChanged 6
		SP:Iteration 73Q (49487.210000 sec): 3 clusters
  Score: Raw -2322586.917187 + Penalty 11142.388057 = -2311444.529130
  nChanged 1
		SP:Iteration 74Q (49487.260000 sec): 3 clusters
  Score: Raw -2322587.320420 + Penalty 11142.388057 = -2311444.932363
  nChanged 2
		SP:Iteration 75Q (49487.320000 sec): 3 clusters
  Score: Raw -2322588.044029 + Penalty 11142.388057 = -2311445.655972
  nChanged 1
		SP:Iteration 76Q (49487.380000 sec): 3 clusters
  Score: Raw -2322588.713672 + Penalty 11142.388057 = -2311446.325615
  nChanged 1
		SP:Iteration 77Q (49487.440000 sec): 3 clusters
  Score: Raw -2322588.881845 + Penalty 11142.388057 = -2311446.493789
  nChanged 0
		SP:Iteration 78F (49487.500000 sec): 3 clusters
  Score: Raw -2322588.881845 + Penalty 11142.388057 = -2311446.493789
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49487.520000 sec): 2 clusters
  Score: Raw -134867.506139 + Penalty 3901.564352 = -130965.941787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49487.520000 sec): 3 clusters
  Score: Raw -135334.316613 + Penalty 7803.128704 = -127531.187909
  nChanged 48
		SP:Iteration 1F (49487.530000 sec): 3 clusters
  Score: Raw -135507.699825 + Penalty 7803.128704 = -127704.571121
  nChanged 24
		SP:Iteration 2Q (49487.530000 sec): 3 clusters
  Score: Raw -135602.058433 + Penalty 7803.128704 = -127798.929729
  nChanged 14
		SP:Iteration 3Q (49487.530000 sec): 3 clusters
  Score: Raw -135678.764541 + Penalty 7803.128704 = -127875.635837
  nChanged 15
		SP:Iteration 4Q (49487.540000 sec): 3 clusters
  Score: Raw -135764.236309 + Penalty 7803.128704 = -127961.107605
  nChanged 7
		SP:Iteration 5Q (49487.540000 sec): 3 clusters
  Score: Raw -135819.952253 + Penalty 7803.128704 = -128016.823549
  nChanged 4
		SP:Iteration 6Q (49487.550000 sec): 3 clusters
  Score: Raw -135840.524700 + Penalty 7803.128704 = -128037.395996
  nChanged 4
		SP:Iteration 7Q (49487.550000 sec): 3 clusters
  Score: Raw -135861.127443 + Penalty 7803.128704 = -128057.998739
  nChanged 2
		SP:Iteration 8Q (49487.550000 sec): 3 clusters
  Score: Raw -135873.110276 + Penalty 7803.128704 = -128069.981572
  nChanged 0
		SP:Iteration 9F (49487.560000 sec): 3 clusters
  Score: Raw -135873.110276 + Penalty 7803.128704 = -128069.981572
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (11718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49487.640000 sec): 2 clusters
  Score: Raw -2966392.234616 + Penalty 5738.439858 = -2960653.794758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49487.720000 sec): 3 clusters
  Score: Raw -2960925.654373 + Penalty 11476.879715 = -2949448.774658
  nChanged 4485
		SP:Iteration 1F (49487.810000 sec): 3 clusters
  Score: Raw -2963756.181268 + Penalty 11476.879715 = -2952279.301553
  nChanged 1047
		SP:Iteration 2F (49487.890000 sec): 3 clusters
  Score: Raw -2964683.397534 + Penalty 11476.879715 = -2953206.517819
  nChanged 808
		SP:Iteration 3F (49487.980000 sec): 3 clusters
  Score: Raw -2965501.158111 + Penalty 11476.879715 = -2954024.278396
  nChanged 719
		SP:Iteration 4F (49488.060000 sec): 3 clusters
  Score: Raw -2966291.369071 + Penalty 11476.879715 = -2954814.489356
  nChanged 671
		SP:Iteration 5F (49488.150000 sec): 3 clusters
  Score: Raw -2967072.806302 + Penalty 11476.879715 = -2955595.926586
  nChanged 673
		SP:Iteration 6F (49488.230000 sec): 3 clusters
  Score: Raw -2967798.313542 + Penalty 11476.879715 = -2956321.433827
  nChanged 579
		SP:Iteration 7Q (49488.310000 sec): 3 clusters
  Score: Raw -2968388.098559 + Penalty 11476.879715 = -2956911.218844
  nChanged 510
		SP:Iteration 8Q (49488.390000 sec): 3 clusters
  Score: Raw -2968794.878359 + Penalty 11476.879715 = -2957317.998644
  nChanged 395
		SP:Iteration 9Q (49488.470000 sec): 3 clusters
  Score: Raw -2969048.159501 + Penalty 11476.879715 = -2957571.279786
  nChanged 279
		SP:Iteration 10Q (49488.550000 sec): 3 clusters
  Score: Raw -2969203.558415 + Penalty 11476.879715 = -2957726.678700
  nChanged 215
		SP:Iteration 11Q (49488.630000 sec): 3 clusters
  Score: Raw -2969303.505288 + Penalty 11476.879715 = -2957826.625573
  nChanged 175
		SP:Iteration 12Q (49488.710000 sec): 3 clusters
  Score: Raw -2969386.780015 + Penalty 11476.879715 = -2957909.900300
  nChanged 146
		SP:Iteration 13Q (49488.790000 sec): 3 clusters
  Score: Raw -2969452.274067 + Penalty 11476.879715 = -2957975.394352
  nChanged 107
		SP:Iteration 14Q (49488.870000 sec): 3 clusters
  Score: Raw -2969494.890259 + Penalty 11476.879715 = -2958018.010544
  nChanged 89
		SP:Iteration 15Q (49488.950000 sec): 3 clusters
  Score: Raw -2969530.394718 + Penalty 11476.879715 = -2958053.515003
  nChanged 74
		SP:Iteration 16Q (49489.020000 sec): 3 clusters
  Score: Raw -2969561.098732 + Penalty 11476.879715 = -2958084.219017
  nChanged 72
		SP:Iteration 17Q (49489.100000 sec): 3 clusters
  Score: Raw -2969588.957395 + Penalty 11476.879715 = -2958112.077679
  nChanged 64
		SP:Iteration 18Q (49489.180000 sec): 3 clusters
  Score: Raw -2969610.448292 + Penalty 11476.879715 = -2958133.568577
  nChanged 45
		SP:Iteration 19Q (49489.260000 sec): 3 clusters
  Score: Raw -2969626.319512 + Penalty 11476.879715 = -2958149.439797
  nChanged 47
		SP:Iteration 20F (49489.340000 sec): 3 clusters
  Score: Raw -2969640.680152 + Penalty 11476.879715 = -2958163.800437
  nChanged 35
		SP:Iteration 21Q (49489.420000 sec): 3 clusters
  Score: Raw -2969653.218879 + Penalty 11476.879715 = -2958176.339164
  nChanged 36
		SP:Iteration 22Q (49489.500000 sec): 3 clusters
  Score: Raw -2969663.230846 + Penalty 11476.879715 = -2958186.351131
  nChanged 33
		SP:Iteration 23Q (49489.570000 sec): 3 clusters
  Score: Raw -2969672.763368 + Penalty 11476.879715 = -2958195.883653
  nChanged 36
		SP:Iteration 24Q (49489.650000 sec): 3 clusters
  Score: Raw -2969683.534633 + Penalty 11476.879715 = -2958206.654917
  nChanged 31
		SP:Iteration 25Q (49489.730000 sec): 3 clusters
  Score: Raw -2969694.017050 + Penalty 11476.879715 = -2958217.137335
  nChanged 39
		SP:Iteration 26Q (49489.810000 sec): 3 clusters
  Score: Raw -2969705.268642 + Penalty 11476.879715 = -2958228.388927
  nChanged 22
		SP:Iteration 27Q (49489.880000 sec): 3 clusters
  Score: Raw -2969712.724589 + Penalty 11476.879715 = -2958235.844874
  nChanged 30
		SP:Iteration 28Q (49489.960000 sec): 3 clusters
  Score: Raw -2969723.640417 + Penalty 11476.879715 = -2958246.760702
  nChanged 28
		SP:Iteration 29Q (49490.040000 sec): 3 clusters
  Score: Raw -2969732.557994 + Penalty 11476.879715 = -2958255.678279
  nChanged 32
		SP:Iteration 30Q (49490.110000 sec): 3 clusters
  Score: Raw -2969746.771003 + Penalty 11476.879715 = -2958269.891288
  nChanged 33
		SP:Iteration 31Q (49490.190000 sec): 3 clusters
  Score: Raw -2969765.172691 + Penalty 11476.879715 = -2958288.292976
  nChanged 38
		SP:Iteration 32Q (49490.270000 sec): 3 clusters
  Score: Raw -2969780.978885 + Penalty 11476.879715 = -2958304.099170
  nChanged 42
		SP:Iteration 33Q (49490.350000 sec): 3 clusters
  Score: Raw -2969796.095856 + Penalty 11476.879715 = -2958319.216141
  nChanged 46
		SP:Iteration 34Q (49490.430000 sec): 3 clusters
  Score: Raw -2969814.883970 + Penalty 11476.879715 = -2958338.004255
  nChanged 40
		SP:Iteration 35Q (49490.500000 sec): 3 clusters
  Score: Raw -2969833.748800 + Penalty 11476.879715 = -2958356.869085
  nChanged 43
		SP:Iteration 36Q (49490.580000 sec): 3 clusters
  Score: Raw -2969853.852457 + Penalty 11476.879715 = -2958376.972742
  nChanged 54
		SP:Iteration 37Q (49490.660000 sec): 3 clusters
  Score: Raw -2969882.207994 + Penalty 11476.879715 = -2958405.328279
  nChanged 58
		SP:Iteration 38Q (49490.730000 sec): 3 clusters
  Score: Raw -2969950.209785 + Penalty 11476.879715 = -2958473.330070
  nChanged 91
		SP:Iteration 39Q (49490.810000 sec): 3 clusters
  Score: Raw -2970063.381473 + Penalty 11476.879715 = -2958586.501758
  nChanged 113
		SP:Iteration 40F (49490.890000 sec): 3 clusters
  Score: Raw -2970205.501869 + Penalty 11476.879715 = -2958728.622154
  nChanged 129
		SP:Iteration 41Q (49490.970000 sec): 3 clusters
  Score: Raw -2970360.391509 + Penalty 11476.879715 = -2958883.511794
  nChanged 137
		SP:Iteration 42Q (49491.050000 sec): 3 clusters
  Score: Raw -2970462.199273 + Penalty 11476.879715 = -2958985.319558
  nChanged 131
		SP:Iteration 43Q (49491.120000 sec): 3 clusters
  Score: Raw -2970538.864584 + Penalty 11476.879715 = -2959061.984869
  nChanged 103
		SP:Iteration 44Q (49491.200000 sec): 3 clusters
  Score: Raw -2970589.289888 + Penalty 11476.879715 = -2959112.410173
  nChanged 74
		SP:Iteration 45Q (49491.270000 sec): 3 clusters
  Score: Raw -2970618.090918 + Penalty 11476.879715 = -2959141.211203
  nChanged 58
		SP:Iteration 46Q (49491.350000 sec): 3 clusters
  Score: Raw -2970641.135109 + Penalty 11476.879715 = -2959164.255394
  nChanged 42
		SP:Iteration 47Q (49491.420000 sec): 3 clusters
  Score: Raw -2970655.238546 + Penalty 11476.879715 = -2959178.358831
  nChanged 27
		SP:Iteration 48Q (49491.500000 sec): 3 clusters
  Score: Raw -2970663.049508 + Penalty 11476.879715 = -2959186.169793
  nChanged 21
		SP:Iteration 49Q (49491.570000 sec): 3 clusters
  Score: Raw -2970669.955389 + Penalty 11476.879715 = -2959193.075674
  nChanged 19
		SP:Iteration 50Q (49491.650000 sec): 3 clusters
  Score: Raw -2970675.390081 + Penalty 11476.879715 = -2959198.510366
  nChanged 6
		SP:Iteration 51Q (49491.730000 sec): 3 clusters
  Score: Raw -2970677.457707 + Penalty 11476.879715 = -2959200.577992
  nChanged 11
		SP:Iteration 52Q (49491.800000 sec): 3 clusters
  Score: Raw -2970680.821060 + Penalty 11476.879715 = -2959203.941345
  nChanged 10
		SP:Iteration 53Q (49491.870000 sec): 3 clusters
  Score: Raw -2970683.809077 + Penalty 11476.879715 = -2959206.929362
  nChanged 9
		SP:Iteration 54Q (49491.950000 sec): 3 clusters
  Score: Raw -2970686.551544 + Penalty 11476.879715 = -2959209.671829
  nChanged 11
		SP:Iteration 55Q (49492.030000 sec): 3 clusters
  Score: Raw -2970690.736738 + Penalty 11476.879715 = -2959213.857023
  nChanged 6
		SP:Iteration 56Q (49492.100000 sec): 3 clusters
  Score: Raw -2970691.722313 + Penalty 11476.879715 = -2959214.842598
  nChanged 2
		SP:Iteration 57Q (49492.170000 sec): 3 clusters
  Score: Raw -2970692.074645 + Penalty 11476.879715 = -2959215.194929
  nChanged 1
		SP:Iteration 58Q (49492.250000 sec): 3 clusters
  Score: Raw -2970692.186705 + Penalty 11476.879715 = -2959215.306990
  nChanged 0
		SP:Iteration 59F (49492.330000 sec): 3 clusters
  Score: Raw -2970692.186705 + Penalty 11476.879715 = -2959215.306990
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (18008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49492.450000 sec): 2 clusters
  Score: Raw -4744864.867564 + Penalty 6001.624972 = -4738863.242593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49492.590000 sec): 3 clusters
  Score: Raw -4735777.945037 + Penalty 12003.249944 = -4723774.695094
  nChanged 7105
		SP:Iteration 1F (49492.720000 sec): 3 clusters
  Score: Raw -4739890.231863 + Penalty 12003.249944 = -4727886.981920
  nChanged 1414
		SP:Iteration 2F (49492.850000 sec): 3 clusters
  Score: Raw -4741195.617653 + Penalty 12003.249944 = -4729192.367709
  nChanged 1324
		SP:Iteration 3F (49492.980000 sec): 3 clusters
  Score: Raw -4742682.365112 + Penalty 12003.249944 = -4730679.115168
  nChanged 1386
		SP:Iteration 4F (49493.110000 sec): 3 clusters
  Score: Raw -4743911.990966 + Penalty 12003.249944 = -4731908.741022
  nChanged 1265
		SP:Iteration 5F (49493.240000 sec): 3 clusters
  Score: Raw -4744973.170078 + Penalty 12003.249944 = -4732969.920134
  nChanged 1174
		SP:Iteration 6F (49493.370000 sec): 3 clusters
  Score: Raw -4745976.926704 + Penalty 12003.249944 = -4733973.676760
  nChanged 997
		SP:Iteration 7F (49493.500000 sec): 3 clusters
  Score: Raw -4746803.197516 + Penalty 12003.249944 = -4734799.947572
  nChanged 769
		SP:Iteration 8Q (49493.630000 sec): 3 clusters
  Score: Raw -4747438.251941 + Penalty 12003.249944 = -4735435.001997
  nChanged 575
		SP:Iteration 9Q (49493.760000 sec): 3 clusters
  Score: Raw -4747895.765933 + Penalty 12003.249944 = -4735892.515989
  nChanged 430
		SP:Iteration 10Q (49493.880000 sec): 3 clusters
  Score: Raw -4748236.746014 + Penalty 12003.249944 = -4736233.496070
  nChanged 344
		SP:Iteration 11Q (49494.010000 sec): 3 clusters
  Score: Raw -4748508.030331 + Penalty 12003.249944 = -4736504.780387
  nChanged 265
		SP:Iteration 12Q (49494.130000 sec): 3 clusters
  Score: Raw -4748708.715184 + Penalty 12003.249944 = -4736705.465240
  nChanged 196
		SP:Iteration 13Q (49494.250000 sec): 3 clusters
  Score: Raw -4748855.620022 + Penalty 12003.249944 = -4736852.370078
  nChanged 142
		SP:Iteration 14Q (49494.370000 sec): 3 clusters
  Score: Raw -4748940.838764 + Penalty 12003.249944 = -4736937.588820
  nChanged 94
		SP:Iteration 15Q (49494.490000 sec): 3 clusters
  Score: Raw -4748985.281288 + Penalty 12003.249944 = -4736982.031344
  nChanged 70
		SP:Iteration 16Q (49494.610000 sec): 3 clusters
  Score: Raw -4749017.157332 + Penalty 12003.249944 = -4737013.907388
  nChanged 57
		SP:Iteration 17Q (49494.720000 sec): 3 clusters
  Score: Raw -4749041.304147 + Penalty 12003.249944 = -4737038.054203
  nChanged 58
		SP:Iteration 18Q (49494.840000 sec): 3 clusters
  Score: Raw -4749068.178650 + Penalty 12003.249944 = -4737064.928706
  nChanged 51
		SP:Iteration 19Q (49494.950000 sec): 3 clusters
  Score: Raw -4749093.277973 + Penalty 12003.249944 = -4737090.028030
  nChanged 43
		SP:Iteration 20F (49495.080000 sec): 3 clusters
  Score: Raw -4749113.340142 + Penalty 12003.249944 = -4737110.090199
  nChanged 38
		SP:Iteration 21Q (49495.190000 sec): 3 clusters
  Score: Raw -4749129.328712 + Penalty 12003.249944 = -4737126.078768
  nChanged 35
		SP:Iteration 22Q (49495.300000 sec): 3 clusters
  Score: Raw -4749144.360053 + Penalty 12003.249944 = -4737141.110109
  nChanged 30
		SP:Iteration 23Q (49495.420000 sec): 3 clusters
  Score: Raw -4749155.324177 + Penalty 12003.249944 = -4737152.074233
  nChanged 23
		SP:Iteration 24Q (49495.530000 sec): 3 clusters
  Score: Raw -4749166.131764 + Penalty 12003.249944 = -4737162.881820
  nChanged 21
		SP:Iteration 25Q (49495.640000 sec): 3 clusters
  Score: Raw -4749174.362563 + Penalty 12003.249944 = -4737171.112619
  nChanged 22
		SP:Iteration 26Q (49495.750000 sec): 3 clusters
  Score: Raw -4749183.399617 + Penalty 12003.249944 = -4737180.149673
  nChanged 18
		SP:Iteration 27Q (49495.860000 sec): 3 clusters
  Score: Raw -4749190.785366 + Penalty 12003.249944 = -4737187.535422
  nChanged 17
		SP:Iteration 28Q (49495.970000 sec): 3 clusters
  Score: Raw -4749198.626467 + Penalty 12003.249944 = -4737195.376523
  nChanged 11
		SP:Iteration 29Q (49496.080000 sec): 3 clusters
  Score: Raw -4749203.181179 + Penalty 12003.249944 = -4737199.931236
  nChanged 14
		SP:Iteration 30Q (49496.190000 sec): 3 clusters
  Score: Raw -4749208.851132 + Penalty 12003.249944 = -4737205.601189
  nChanged 12
		SP:Iteration 31Q (49496.300000 sec): 3 clusters
  Score: Raw -4749212.712898 + Penalty 12003.249944 = -4737209.462954
  nChanged 8
		SP:Iteration 32Q (49496.400000 sec): 3 clusters
  Score: Raw -4749215.807155 + Penalty 12003.249944 = -4737212.557211
  nChanged 5
		SP:Iteration 33Q (49496.510000 sec): 3 clusters
  Score: Raw -4749217.599156 + Penalty 12003.249944 = -4737214.349212
  nChanged 5
		SP:Iteration 34Q (49496.620000 sec): 3 clusters
  Score: Raw -4749219.319565 + Penalty 12003.249944 = -4737216.069621
  nChanged 4
		SP:Iteration 35Q (49496.730000 sec): 3 clusters
  Score: Raw -4749220.662823 + Penalty 12003.249944 = -4737217.412880
  nChanged 2
		SP:Iteration 36Q (49496.840000 sec): 3 clusters
  Score: Raw -4749221.635706 + Penalty 12003.249944 = -4737218.385762
  nChanged 2
		SP:Iteration 37Q (49496.950000 sec): 3 clusters
  Score: Raw -4749222.263446 + Penalty 12003.249944 = -4737219.013503
  nChanged 1
		SP:Iteration 38Q (49497.060000 sec): 3 clusters
  Score: Raw -4749222.326692 + Penalty 12003.249944 = -4737219.076748
  nChanged 0
		SP:Iteration 39F (49497.180000 sec): 3 clusters
  Score: Raw -4749222.326692 + Penalty 12003.249944 = -4737219.076748
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49497.340000 sec): 2 clusters
  Score: Raw -6154757.962652 + Penalty 6151.676700 = -6148606.285951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49497.510000 sec): 3 clusters
  Score: Raw -6142440.577956 + Penalty 12303.353401 = -6130137.224555
  nChanged 9536
		SP:Iteration 1F (49497.680000 sec): 3 clusters
  Score: Raw -6147509.750824 + Penalty 12303.353401 = -6135206.397423
  nChanged 1558
		SP:Iteration 2F (49497.850000 sec): 3 clusters
  Score: Raw -6148233.120618 + Penalty 12303.353401 = -6135929.767217
  nChanged 1184
		SP:Iteration 3F (49498.020000 sec): 3 clusters
  Score: Raw -6148738.510570 + Penalty 12303.353401 = -6136435.157170
  nChanged 972
		SP:Iteration 4Q (49498.190000 sec): 3 clusters
  Score: Raw -6149145.914584 + Penalty 12303.353401 = -6136842.561183
  nChanged 859
		SP:Iteration 5Q (49498.360000 sec): 3 clusters
  Score: Raw -6149492.592309 + Penalty 12303.353401 = -6137189.238908
  nChanged 781
		SP:Iteration 6Q (49498.530000 sec): 3 clusters
  Score: Raw -6149828.456287 + Penalty 12303.353401 = -6137525.102887
  nChanged 794
		SP:Iteration 7Q (49498.700000 sec): 3 clusters
  Score: Raw -6150182.017913 + Penalty 12303.353401 = -6137878.664512
  nChanged 819
		SP:Iteration 8Q (49498.870000 sec): 3 clusters
  Score: Raw -6150570.636898 + Penalty 12303.353401 = -6138267.283497
  nChanged 860
		SP:Iteration 9Q (49499.040000 sec): 3 clusters
  Score: Raw -6151039.714671 + Penalty 12303.353401 = -6138736.361270
  nChanged 938
		SP:Iteration 10Q (49499.210000 sec): 3 clusters
  Score: Raw -6151578.648169 + Penalty 12303.353401 = -6139275.294768
  nChanged 932
		SP:Iteration 11Q (49499.380000 sec): 3 clusters
  Score: Raw -6152129.186307 + Penalty 12303.353401 = -6139825.832907
  nChanged 876
		SP:Iteration 12Q (49499.560000 sec): 3 clusters
  Score: Raw -6152680.692027 + Penalty 12303.353401 = -6140377.338626
  nChanged 849
		SP:Iteration 13Q (49499.740000 sec): 3 clusters
  Score: Raw -6153235.028819 + Penalty 12303.353401 = -6140931.675419
  nChanged 751
		SP:Iteration 14Q (49499.910000 sec): 3 clusters
  Score: Raw -6153740.770961 + Penalty 12303.353401 = -6141437.417561
  nChanged 667
		SP:Iteration 15Q (49500.080000 sec): 3 clusters
  Score: Raw -6154184.694276 + Penalty 12303.353401 = -6141881.340875
  nChanged 494
		SP:Iteration 16Q (49500.250000 sec): 3 clusters
  Score: Raw -6154513.140295 + Penalty 12303.353401 = -6142209.786894
  nChanged 417
		SP:Iteration 17Q (49500.420000 sec): 3 clusters
  Score: Raw -6154797.029787 + Penalty 12303.353401 = -6142493.676387
  nChanged 353
		SP:Iteration 18Q (49500.580000 sec): 3 clusters
  Score: Raw -6155035.337822 + Penalty 12303.353401 = -6142731.984421
  nChanged 279
		SP:Iteration 19Q (49500.750000 sec): 3 clusters
  Score: Raw -6155234.026288 + Penalty 12303.353401 = -6142930.672887
  nChanged 230
		SP:Iteration 20F (49500.920000 sec): 3 clusters
  Score: Raw -6155389.147395 + Penalty 12303.353401 = -6143085.793995
  nChanged 174
		SP:Iteration 21Q (49501.070000 sec): 3 clusters
  Score: Raw -6155507.292072 + Penalty 12303.353401 = -6143203.938671
  nChanged 131
		SP:Iteration 22Q (49501.230000 sec): 3 clusters
  Score: Raw -6155604.101091 + Penalty 12303.353401 = -6143300.747690
  nChanged 126
		SP:Iteration 23Q (49501.380000 sec): 3 clusters
  Score: Raw -6155712.645373 + Penalty 12303.353401 = -6143409.291973
  nChanged 109
		SP:Iteration 24Q (49501.530000 sec): 3 clusters
  Score: Raw -6155794.057368 + Penalty 12303.353401 = -6143490.703967
  nChanged 78
		SP:Iteration 25Q (49501.670000 sec): 3 clusters
  Score: Raw -6155847.185761 + Penalty 12303.353401 = -6143543.832361
  nChanged 52
		SP:Iteration 26Q (49501.820000 sec): 3 clusters
  Score: Raw -6155888.814791 + Penalty 12303.353401 = -6143585.461391
  nChanged 50
		SP:Iteration 27Q (49501.960000 sec): 3 clusters
  Score: Raw -6155924.944332 + Penalty 12303.353401 = -6143621.590931
  nChanged 47
		SP:Iteration 28Q (49502.100000 sec): 3 clusters
  Score: Raw -6155958.337820 + Penalty 12303.353401 = -6143654.984419
  nChanged 45
		SP:Iteration 29Q (49502.240000 sec): 3 clusters
  Score: Raw -6155987.637766 + Penalty 12303.353401 = -6143684.284366
  nChanged 28
		SP:Iteration 30Q (49502.380000 sec): 3 clusters
  Score: Raw -6156003.981416 + Penalty 12303.353401 = -6143700.628015
  nChanged 23
		SP:Iteration 31Q (49502.520000 sec): 3 clusters
  Score: Raw -6156015.785298 + Penalty 12303.353401 = -6143712.431897
  nChanged 16
		SP:Iteration 32Q (49502.660000 sec): 3 clusters
  Score: Raw -6156024.910875 + Penalty 12303.353401 = -6143721.557475
  nChanged 9
		SP:Iteration 33Q (49502.800000 sec): 3 clusters
  Score: Raw -6156030.854491 + Penalty 12303.353401 = -6143727.501090
  nChanged 6
		SP:Iteration 34Q (49502.940000 sec): 3 clusters
  Score: Raw -6156034.848101 + Penalty 12303.353401 = -6143731.494701
  nChanged 4
		SP:Iteration 35Q (49503.080000 sec): 3 clusters
  Score: Raw -6156037.908941 + Penalty 12303.353401 = -6143734.555541
  nChanged 5
		SP:Iteration 36Q (49503.210000 sec): 3 clusters
  Score: Raw -6156041.139662 + Penalty 12303.353401 = -6143737.786261
  nChanged 7
		SP:Iteration 37Q (49503.350000 sec): 3 clusters
  Score: Raw -6156045.303431 + Penalty 12303.353401 = -6143741.950030
  nChanged 4
		SP:Iteration 38Q (49503.490000 sec): 3 clusters
  Score: Raw -6156047.152090 + Penalty 12303.353401 = -6143743.798690
  nChanged 2
		SP:Iteration 39Q (49503.620000 sec): 3 clusters
  Score: Raw -6156048.622973 + Penalty 12303.353401 = -6143745.269572
  nChanged 4
		SP:Iteration 40F (49503.800000 sec): 3 clusters
  Score: Raw -6156052.198074 + Penalty 12303.353401 = -6143748.844673
  nChanged 6
		SP:Iteration 41Q (49503.940000 sec): 3 clusters
  Score: Raw -6156056.143072 + Penalty 12303.353401 = -6143752.789672
  nChanged 6
		SP:Iteration 42Q (49504.090000 sec): 3 clusters
  Score: Raw -6156060.620278 + Penalty 12303.353401 = -6143757.266878
  nChanged 3
		SP:Iteration 43Q (49504.230000 sec): 3 clusters
  Score: Raw -6156062.859472 + Penalty 12303.353401 = -6143759.506072
  nChanged 5
		SP:Iteration 44Q (49504.380000 sec): 3 clusters
  Score: Raw -6156065.484368 + Penalty 12303.353401 = -6143762.130967
  nChanged 2
		SP:Iteration 45Q (49504.520000 sec): 3 clusters
  Score: Raw -6156066.581628 + Penalty 12303.353401 = -6143763.228227
  nChanged 1
		SP:Iteration 46Q (49504.660000 sec): 3 clusters
  Score: Raw -6156067.072699 + Penalty 12303.353401 = -6143763.719298
  nChanged 1
		SP:Iteration 47Q (49504.800000 sec): 3 clusters
  Score: Raw -6156067.271795 + Penalty 12303.353401 = -6143763.918395
  nChanged 0
		SP:Iteration 48F (49504.980000 sec): 3 clusters
  Score: Raw -6156067.271795 + Penalty 12303.353401 = -6143763.918395
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49505.110000 sec): 2 clusters
  Score: Raw -5271890.681692 + Penalty 6073.464672 = -5265817.217021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49505.270000 sec): 3 clusters
  Score: Raw -5261434.827609 + Penalty 12146.929344 = -5249287.898266
  nChanged 8173
		SP:Iteration 1F (49505.420000 sec): 3 clusters
  Score: Raw -5265744.498667 + Penalty 12146.929344 = -5253597.569323
  nChanged 1358
		SP:Iteration 2F (49505.580000 sec): 3 clusters
  Score: Raw -5266450.089845 + Penalty 12146.929344 = -5254303.160501
  nChanged 1028
		SP:Iteration 3F (49505.720000 sec): 3 clusters
  Score: Raw -5266958.179054 + Penalty 12146.929344 = -5254811.249710
  nChanged 863
		SP:Iteration 4Q (49505.870000 sec): 3 clusters
  Score: Raw -5267354.267931 + Penalty 12146.929344 = -5255207.338588
  nChanged 756
		SP:Iteration 5Q (49506.020000 sec): 3 clusters
  Score: Raw -5267685.874171 + Penalty 12146.929344 = -5255538.944827
  nChanged 664
		SP:Iteration 6Q (49506.160000 sec): 3 clusters
  Score: Raw -5267977.568273 + Penalty 12146.929344 = -5255830.638929
  nChanged 622
		SP:Iteration 7Q (49506.310000 sec): 3 clusters
  Score: Raw -5268241.920653 + Penalty 12146.929344 = -5256094.991309
  nChanged 631
		SP:Iteration 8Q (49506.460000 sec): 3 clusters
  Score: Raw -5268517.973193 + Penalty 12146.929344 = -5256371.043849
  nChanged 629
		SP:Iteration 9Q (49506.610000 sec): 3 clusters
  Score: Raw -5268808.232559 + Penalty 12146.929344 = -5256661.303216
  nChanged 645
		SP:Iteration 10Q (49506.760000 sec): 3 clusters
  Score: Raw -5269128.731600 + Penalty 12146.929344 = -5256981.802257
  nChanged 723
		SP:Iteration 11Q (49506.900000 sec): 3 clusters
  Score: Raw -5269528.625252 + Penalty 12146.929344 = -5257381.695908
  nChanged 744
		SP:Iteration 12Q (49507.050000 sec): 3 clusters
  Score: Raw -5269945.798234 + Penalty 12146.929344 = -5257798.868891
  nChanged 716
		SP:Iteration 13Q (49507.200000 sec): 3 clusters
  Score: Raw -5270383.013334 + Penalty 12146.929344 = -5258236.083990
  nChanged 706
		SP:Iteration 14Q (49507.340000 sec): 3 clusters
  Score: Raw -5270830.845110 + Penalty 12146.929344 = -5258683.915767
  nChanged 700
		SP:Iteration 15Q (49507.490000 sec): 3 clusters
  Score: Raw -5271300.083065 + Penalty 12146.929344 = -5259153.153721
  nChanged 624
		SP:Iteration 16Q (49507.640000 sec): 3 clusters
  Score: Raw -5271756.547397 + Penalty 12146.929344 = -5259609.618053
  nChanged 526
		SP:Iteration 17Q (49507.790000 sec): 3 clusters
  Score: Raw -5272134.409396 + Penalty 12146.929344 = -5259987.480053
  nChanged 448
		SP:Iteration 18Q (49507.930000 sec): 3 clusters
  Score: Raw -5272466.837435 + Penalty 12146.929344 = -5260319.908091
  nChanged 363
		SP:Iteration 19Q (49508.080000 sec): 3 clusters
  Score: Raw -5272741.097556 + Penalty 12146.929344 = -5260594.168212
  nChanged 256
		SP:Iteration 20F (49508.220000 sec): 3 clusters
  Score: Raw -5272929.681985 + Penalty 12146.929344 = -5260782.752642
  nChanged 205
		SP:Iteration 21Q (49508.360000 sec): 3 clusters
  Score: Raw -5273086.323526 + Penalty 12146.929344 = -5260939.394182
  nChanged 152
		SP:Iteration 22Q (49508.500000 sec): 3 clusters
  Score: Raw -5273221.638149 + Penalty 12146.929344 = -5261074.708805
  nChanged 127
		SP:Iteration 23Q (49508.640000 sec): 3 clusters
  Score: Raw -5273326.374400 + Penalty 12146.929344 = -5261179.445056
  nChanged 111
		SP:Iteration 24Q (49508.780000 sec): 3 clusters
  Score: Raw -5273413.876183 + Penalty 12146.929344 = -5261266.946840
  nChanged 83
		SP:Iteration 25Q (49508.910000 sec): 3 clusters
  Score: Raw -5273480.604414 + Penalty 12146.929344 = -5261333.675070
  nChanged 72
		SP:Iteration 26Q (49509.040000 sec): 3 clusters
  Score: Raw -5273535.498675 + Penalty 12146.929344 = -5261388.569331
  nChanged 52
		SP:Iteration 27Q (49509.170000 sec): 3 clusters
  Score: Raw -5273580.366190 + Penalty 12146.929344 = -5261433.436846
  nChanged 48
		SP:Iteration 28Q (49509.300000 sec): 3 clusters
  Score: Raw -5273622.087309 + Penalty 12146.929344 = -5261475.157965
  nChanged 41
		SP:Iteration 29Q (49509.430000 sec): 3 clusters
  Score: Raw -5273656.263605 + Penalty 12146.929344 = -5261509.334262
  nChanged 36
		SP:Iteration 30Q (49509.550000 sec): 3 clusters
  Score: Raw -5273689.539239 + Penalty 12146.929344 = -5261542.609896
  nChanged 30
		SP:Iteration 31Q (49509.680000 sec): 3 clusters
  Score: Raw -5273715.707979 + Penalty 12146.929344 = -5261568.778636
  nChanged 30
		SP:Iteration 32Q (49509.800000 sec): 3 clusters
  Score: Raw -5273743.227186 + Penalty 12146.929344 = -5261596.297842
  nChanged 27
		SP:Iteration 33Q (49509.930000 sec): 3 clusters
  Score: Raw -5273761.047874 + Penalty 12146.929344 = -5261614.118530
  nChanged 13
		SP:Iteration 34Q (49510.050000 sec): 3 clusters
  Score: Raw -5273771.244012 + Penalty 12146.929344 = -5261624.314669
  nChanged 6
		SP:Iteration 35Q (49510.170000 sec): 3 clusters
  Score: Raw -5273775.876567 + Penalty 12146.929344 = -5261628.947223
  nChanged 7
		SP:Iteration 36Q (49510.290000 sec): 3 clusters
  Score: Raw -5273781.630753 + Penalty 12146.929344 = -5261634.701410
  nChanged 8
		SP:Iteration 37Q (49510.410000 sec): 3 clusters
  Score: Raw -5273789.488715 + Penalty 12146.929344 = -5261642.559371
  nChanged 3
		SP:Iteration 38Q (49510.530000 sec): 3 clusters
  Score: Raw -5273792.027305 + Penalty 12146.929344 = -5261645.097961
  nChanged 5
		SP:Iteration 39Q (49510.650000 sec): 3 clusters
  Score: Raw -5273796.298360 + Penalty 12146.929344 = -5261649.369017
  nChanged 4
		SP:Iteration 40F (49510.800000 sec): 3 clusters
  Score: Raw -5273799.578794 + Penalty 12146.929344 = -5261652.649450
  nChanged 1
		SP:Iteration 41Q (49510.920000 sec): 3 clusters
  Score: Raw -5273800.917697 + Penalty 12146.929344 = -5261653.988353
  nChanged 3
		SP:Iteration 42Q (49511.040000 sec): 3 clusters
  Score: Raw -5273803.374260 + Penalty 12146.929344 = -5261656.444916
  nChanged 3
		SP:Iteration 43Q (49511.160000 sec): 3 clusters
  Score: Raw -5273804.805762 + Penalty 12146.929344 = -5261657.876419
  nChanged 1
		SP:Iteration 44Q (49511.280000 sec): 3 clusters
  Score: Raw -5273806.240835 + Penalty 12146.929344 = -5261659.311491
  nChanged 5
		SP:Iteration 45Q (49511.400000 sec): 3 clusters
  Score: Raw -5273809.965353 + Penalty 12146.929344 = -5261663.036010
  nChanged 3
		SP:Iteration 46Q (49511.520000 sec): 3 clusters
  Score: Raw -5273811.606304 + Penalty 12146.929344 = -5261664.676961
  nChanged 0
		SP:Iteration 47F (49511.670000 sec): 3 clusters
  Score: Raw -5273811.606304 + Penalty 12146.929344 = -5261664.676961
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49511.680000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49511.690000 sec): 3 clusters
  Score: Raw -66782.896545 + Penalty 6825.888689 = -59957.007856
  nChanged 5
		SP:Iteration 1Q (49511.690000 sec): 3 clusters
  Score: Raw -66830.286842 + Penalty 6825.888689 = -60004.398152
  nChanged 2
		SP:Iteration 2Q (49511.690000 sec): 3 clusters
  Score: Raw -66843.122601 + Penalty 6825.888689 = -60017.233912
  nChanged 0
		SP:Iteration 3F (49511.690000 sec): 3 clusters
  Score: Raw -66843.122601 + Penalty 6825.888689 = -60017.233912
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (22594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49511.850000 sec): 2 clusters
  Score: Raw -5985397.576103 + Penalty 6140.581794 = -5979256.994310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49512.010000 sec): 3 clusters
  Score: Raw -5973373.436708 + Penalty 12281.163588 = -5961092.273120
  nChanged 9261
		SP:Iteration 1F (49512.170000 sec): 3 clusters
  Score: Raw -5978261.852493 + Penalty 12281.163588 = -5965980.688905
  nChanged 1535
		SP:Iteration 2F (49512.340000 sec): 3 clusters
  Score: Raw -5978991.338435 + Penalty 12281.163588 = -5966710.174848
  nChanged 1163
		SP:Iteration 3F (49512.500000 sec): 3 clusters
  Score: Raw -5979510.552993 + Penalty 12281.163588 = -5967229.389406
  nChanged 887
		SP:Iteration 4Q (49512.670000 sec): 3 clusters
  Score: Raw -5979899.236555 + Penalty 12281.163588 = -5967618.072967
  nChanged 783
		SP:Iteration 5Q (49512.830000 sec): 3 clusters
  Score: Raw -5980249.692969 + Penalty 12281.163588 = -5967968.529382
  nChanged 796
		SP:Iteration 6Q (49512.990000 sec): 3 clusters
  Score: Raw -5980631.188228 + Penalty 12281.163588 = -5968350.024641
  nChanged 807
		SP:Iteration 7Q (49513.160000 sec): 3 clusters
  Score: Raw -5981047.495798 + Penalty 12281.163588 = -5968766.332210
  nChanged 868
		SP:Iteration 8Q (49513.330000 sec): 3 clusters
  Score: Raw -5981554.375142 + Penalty 12281.163588 = -5969273.211554
  nChanged 940
		SP:Iteration 9Q (49513.490000 sec): 3 clusters
  Score: Raw -5982137.968238 + Penalty 12281.163588 = -5969856.804651
  nChanged 985
		SP:Iteration 10Q (49513.650000 sec): 3 clusters
  Score: Raw -5982761.226142 + Penalty 12281.163588 = -5970480.062554
  nChanged 934
		SP:Iteration 11Q (49513.820000 sec): 3 clusters
  Score: Raw -5983336.736143 + Penalty 12281.163588 = -5971055.572556
  nChanged 858
		SP:Iteration 12Q (49513.980000 sec): 3 clusters
  Score: Raw -5983867.140677 + Penalty 12281.163588 = -5971585.977090
  nChanged 768
		SP:Iteration 13Q (49514.140000 sec): 3 clusters
  Score: Raw -5984326.613738 + Penalty 12281.163588 = -5972045.450150
  nChanged 656
		SP:Iteration 14Q (49514.300000 sec): 3 clusters
  Score: Raw -5984690.034159 + Penalty 12281.163588 = -5972408.870572
  nChanged 561
		SP:Iteration 15Q (49514.460000 sec): 3 clusters
  Score: Raw -5985002.632045 + Penalty 12281.163588 = -5972721.468457
  nChanged 500
		SP:Iteration 16Q (49514.620000 sec): 3 clusters
  Score: Raw -5985250.352376 + Penalty 12281.163588 = -5972969.188789
  nChanged 385
		SP:Iteration 17Q (49514.770000 sec): 3 clusters
  Score: Raw -5985427.928551 + Penalty 12281.163588 = -5973146.764964
  nChanged 350
		SP:Iteration 18Q (49514.930000 sec): 3 clusters
  Score: Raw -5985582.349118 + Penalty 12281.163588 = -5973301.185531
  nChanged 287
		SP:Iteration 19Q (49515.090000 sec): 3 clusters
  Score: Raw -5985710.318314 + Penalty 12281.163588 = -5973429.154726
  nChanged 252
		SP:Iteration 20F (49515.270000 sec): 3 clusters
  Score: Raw -5985815.193177 + Penalty 12281.163588 = -5973534.029590
  nChanged 200
		SP:Iteration 21Q (49515.420000 sec): 3 clusters
  Score: Raw -5985889.241239 + Penalty 12281.163588 = -5973608.077651
  nChanged 164
		SP:Iteration 22Q (49515.570000 sec): 3 clusters
  Score: Raw -5985948.737655 + Penalty 12281.163588 = -5973667.574067
  nChanged 150
		SP:Iteration 23Q (49515.720000 sec): 3 clusters
  Score: Raw -5985998.010537 + Penalty 12281.163588 = -5973716.846949
  nChanged 127
		SP:Iteration 24Q (49515.870000 sec): 3 clusters
  Score: Raw -5986038.144227 + Penalty 12281.163588 = -5973756.980639
  nChanged 116
		SP:Iteration 25Q (49516.020000 sec): 3 clusters
  Score: Raw -5986076.714416 + Penalty 12281.163588 = -5973795.550828
  nChanged 96
		SP:Iteration 26Q (49516.170000 sec): 3 clusters
  Score: Raw -5986105.590884 + Penalty 12281.163588 = -5973824.427296
  nChanged 96
		SP:Iteration 27Q (49516.310000 sec): 3 clusters
  Score: Raw -5986135.135177 + Penalty 12281.163588 = -5973853.971589
  nChanged 83
		SP:Iteration 28Q (49516.460000 sec): 3 clusters
  Score: Raw -5986161.086675 + Penalty 12281.163588 = -5973879.923087
  nChanged 72
		SP:Iteration 29Q (49516.610000 sec): 3 clusters
  Score: Raw -5986182.866290 + Penalty 12281.163588 = -5973901.702703
  nChanged 76
		SP:Iteration 30Q (49516.760000 sec): 3 clusters
  Score: Raw -5986205.879943 + Penalty 12281.163588 = -5973924.716356
  nChanged 67
		SP:Iteration 31Q (49516.910000 sec): 3 clusters
  Score: Raw -5986226.740586 + Penalty 12281.163588 = -5973945.576999
  nChanged 55
		SP:Iteration 32Q (49517.060000 sec): 3 clusters
  Score: Raw -5986243.310013 + Penalty 12281.163588 = -5973962.146425
  nChanged 62
		SP:Iteration 33Q (49517.210000 sec): 3 clusters
  Score: Raw -5986259.348534 + Penalty 12281.163588 = -5973978.184947
  nChanged 46
		SP:Iteration 34Q (49517.360000 sec): 3 clusters
  Score: Raw -5986271.059816 + Penalty 12281.163588 = -5973989.896229
  nChanged 39
		SP:Iteration 35Q (49517.500000 sec): 3 clusters
  Score: Raw -5986282.704267 + Penalty 12281.163588 = -5974001.540680
  nChanged 45
		SP:Iteration 36Q (49517.650000 sec): 3 clusters
  Score: Raw -5986295.161081 + Penalty 12281.163588 = -5974013.997493
  nChanged 41
		SP:Iteration 37Q (49517.810000 sec): 3 clusters
  Score: Raw -5986306.125902 + Penalty 12281.163588 = -5974024.962314
  nChanged 41
		SP:Iteration 38Q (49517.960000 sec): 3 clusters
  Score: Raw -5986316.925911 + Penalty 12281.163588 = -5974035.762324
  nChanged 35
		SP:Iteration 39Q (49518.110000 sec): 3 clusters
  Score: Raw -5986326.782935 + Penalty 12281.163588 = -5974045.619348
  nChanged 37
		SP:Iteration 40F (49518.280000 sec): 3 clusters
  Score: Raw -5986335.467880 + Penalty 12281.163588 = -5974054.304292
  nChanged 29
		SP:Iteration 41Q (49518.430000 sec): 3 clusters
  Score: Raw -5986343.393946 + Penalty 12281.163588 = -5974062.230358
  nChanged 28
		SP:Iteration 42Q (49518.590000 sec): 3 clusters
  Score: Raw -5986354.802405 + Penalty 12281.163588 = -5974073.638818
  nChanged 48
		SP:Iteration 43Q (49518.740000 sec): 3 clusters
  Score: Raw -5986368.559251 + Penalty 12281.163588 = -5974087.395664
  nChanged 46
		SP:Iteration 44Q (49518.890000 sec): 3 clusters
  Score: Raw -5986381.741028 + Penalty 12281.163588 = -5974100.577441
  nChanged 44
		SP:Iteration 45Q (49519.050000 sec): 3 clusters
  Score: Raw -5986394.626589 + Penalty 12281.163588 = -5974113.463001
  nChanged 35
		SP:Iteration 46Q (49519.200000 sec): 3 clusters
  Score: Raw -5986406.795097 + Penalty 12281.163588 = -5974125.631509
  nChanged 40
		SP:Iteration 47Q (49519.350000 sec): 3 clusters
  Score: Raw -5986421.069428 + Penalty 12281.163588 = -5974139.905840
  nChanged 33
		SP:Iteration 48Q (49519.500000 sec): 3 clusters
  Score: Raw -5986432.200759 + Penalty 12281.163588 = -5974151.037171
  nChanged 36
		SP:Iteration 49Q (49519.650000 sec): 3 clusters
  Score: Raw -5986441.990354 + Penalty 12281.163588 = -5974160.826766
  nChanged 24
		SP:Iteration 50Q (49519.800000 sec): 3 clusters
  Score: Raw -5986449.458443 + Penalty 12281.163588 = -5974168.294855
  nChanged 15
		SP:Iteration 51Q (49519.950000 sec): 3 clusters
  Score: Raw -5986453.208566 + Penalty 12281.163588 = -5974172.044978
  nChanged 16
		SP:Iteration 52Q (49520.110000 sec): 3 clusters
  Score: Raw -5986457.741738 + Penalty 12281.163588 = -5974176.578150
  nChanged 16
		SP:Iteration 53Q (49520.260000 sec): 3 clusters
  Score: Raw -5986462.460831 + Penalty 12281.163588 = -5974181.297244
  nChanged 14
		SP:Iteration 54Q (49520.410000 sec): 3 clusters
  Score: Raw -5986466.474811 + Penalty 12281.163588 = -5974185.311224
  nChanged 18
		SP:Iteration 55Q (49520.560000 sec): 3 clusters
  Score: Raw -5986471.604328 + Penalty 12281.163588 = -5974190.440740
  nChanged 10
		SP:Iteration 56Q (49520.710000 sec): 3 clusters
  Score: Raw -5986474.566286 + Penalty 12281.163588 = -5974193.402699
  nChanged 15
		SP:Iteration 57Q (49520.860000 sec): 3 clusters
  Score: Raw -5986479.601761 + Penalty 12281.163588 = -5974198.438173
  nChanged 14
		SP:Iteration 58Q (49521.010000 sec): 3 clusters
  Score: Raw -5986484.181074 + Penalty 12281.163588 = -5974203.017486
  nChanged 17
		SP:Iteration 59Q (49521.170000 sec): 3 clusters
  Score: Raw -5986488.219871 + Penalty 12281.163588 = -5974207.056283
  nChanged 18
		SP:Iteration 60F (49521.330000 sec): 3 clusters
  Score: Raw -5986493.219948 + Penalty 12281.163588 = -5974212.056360
  nChanged 20
		SP:Iteration 61Q (49521.490000 sec): 3 clusters
  Score: Raw -5986499.487243 + Penalty 12281.163588 = -5974218.323656
  nChanged 21
		SP:Iteration 62Q (49521.630000 sec): 3 clusters
  Score: Raw -5986506.095958 + Penalty 12281.163588 = -5974224.932370
  nChanged 12
		SP:Iteration 63Q (49521.790000 sec): 3 clusters
  Score: Raw -5986508.890630 + Penalty 12281.163588 = -5974227.727043
  nChanged 11
		SP:Iteration 64Q (49521.930000 sec): 3 clusters
  Score: Raw -5986511.607553 + Penalty 12281.163588 = -5974230.443965
  nChanged 14
		SP:Iteration 65Q (49522.090000 sec): 3 clusters
  Score: Raw -5986515.659320 + Penalty 12281.163588 = -5974234.495732
  nChanged 18
		SP:Iteration 66Q (49522.230000 sec): 3 clusters
  Score: Raw -5986520.879127 + Penalty 12281.163588 = -5974239.715539
  nChanged 7
		SP:Iteration 67Q (49522.390000 sec): 3 clusters
  Score: Raw -5986523.190173 + Penalty 12281.163588 = -5974242.026585
  nChanged 9
		SP:Iteration 68Q (49522.530000 sec): 3 clusters
  Score: Raw -5986525.501720 + Penalty 12281.163588 = -5974244.338133
  nChanged 6
		SP:Iteration 69Q (49522.680000 sec): 3 clusters
  Score: Raw -5986527.003784 + Penalty 12281.163588 = -5974245.840196
  nChanged 5
		SP:Iteration 70Q (49522.830000 sec): 3 clusters
  Score: Raw -5986528.297456 + Penalty 12281.163588 = -5974247.133869
  nChanged 9
		SP:Iteration 71Q (49522.980000 sec): 3 clusters
  Score: Raw -5986530.713094 + Penalty 12281.163588 = -5974249.549506
  nChanged 6
		SP:Iteration 72Q (49523.130000 sec): 3 clusters
  Score: Raw -5986532.114571 + Penalty 12281.163588 = -5974250.950984
  nChanged 7
		SP:Iteration 73Q (49523.280000 sec): 3 clusters
  Score: Raw -5986533.971348 + Penalty 12281.163588 = -5974252.807761
  nChanged 6
		SP:Iteration 74Q (49523.430000 sec): 3 clusters
  Score: Raw -5986535.983082 + Penalty 12281.163588 = -5974254.819495
  nChanged 4
		SP:Iteration 75Q (49523.580000 sec): 3 clusters
  Score: Raw -5986536.956154 + Penalty 12281.163588 = -5974255.792566
  nChanged 4
		SP:Iteration 76Q (49523.730000 sec): 3 clusters
  Score: Raw -5986538.521202 + Penalty 12281.163588 = -5974257.357614
  nChanged 4
		SP:Iteration 77Q (49523.880000 sec): 3 clusters
  Score: Raw -5986539.785327 + Penalty 12281.163588 = -5974258.621739
  nChanged 4
		SP:Iteration 78Q (49524.030000 sec): 3 clusters
  Score: Raw -5986540.691024 + Penalty 12281.163588 = -5974259.527437
  nChanged 1
		SP:Iteration 79Q (49524.180000 sec): 3 clusters
  Score: Raw -5986540.909172 + Penalty 12281.163588 = -5974259.745585
  nChanged 0
		SP:Iteration 80F (49524.350000 sec): 3 clusters
  Score: Raw -5986540.909172 + Penalty 12281.163588 = -5974259.745585
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (424189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49527.190000 sec): 2 clusters
  Score: Raw -112399490.714150 + Penalty 7936.734814 = -112391553.979336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49530.320000 sec): 3 clusters
  Score: Raw -112122721.063987 + Penalty 15873.469627 = -112106847.594360
  nChanged 203081
		SP:Iteration 1F (49533.470000 sec): 3 clusters
  Score: Raw -112241111.626306 + Penalty 15873.469627 = -112225238.156678
  nChanged 9891
		SP:Iteration 2Q (49536.730000 sec): 3 clusters
  Score: Raw -112242696.052681 + Penalty 15873.469627 = -112226822.583053
  nChanged 9865
		SP:Iteration 3Q (49540.000000 sec): 3 clusters
  Score: Raw -112244282.545322 + Penalty 15873.469627 = -112228409.075694
  nChanged 9793
		SP:Iteration 4Q (49543.210000 sec): 3 clusters
  Score: Raw -112245881.657939 + Penalty 15873.469627 = -112230008.188312
  nChanged 9907
		SP:Iteration 5Q (49546.360000 sec): 3 clusters
  Score: Raw -112247597.795555 + Penalty 15873.469627 = -112231724.325928
  nChanged 10453
		SP:Iteration 6Q (49549.520000 sec): 3 clusters
  Score: Raw -112249566.774756 + Penalty 15873.469627 = -112233693.305128
  nChanged 11202
		SP:Iteration 7Q (49552.660000 sec): 3 clusters
  Score: Raw -112251902.784918 + Penalty 15873.469627 = -112236029.315291
  nChanged 12139
		SP:Iteration 8Q (49555.800000 sec): 3 clusters
  Score: Raw -112254850.887279 + Penalty 15873.469627 = -112238977.417652
  nChanged 13953
		SP:Iteration 9Q (49558.950000 sec): 3 clusters
  Score: Raw -112259077.028534 + Penalty 15873.469627 = -112243203.558907
  nChanged 16651
		SP:Iteration 10Q (49562.090000 sec): 3 clusters
  Score: Raw -112265511.533339 + Penalty 15873.469627 = -112249638.063711
  nChanged 20444
		SP:Iteration 11Q (49565.230000 sec): 3 clusters
  Score: Raw -112275730.110438 + Penalty 15873.469627 = -112259856.640810
  nChanged 24757
		SP:Iteration 12F (49568.320000 sec): 3 clusters
  Score: Raw -112291378.025961 + Penalty 15873.469627 = -112275504.556334
  nChanged 28180
		SP:Iteration 13F (49571.430000 sec): 3 clusters
  Score: Raw -112312588.589129 + Penalty 15873.469627 = -112296715.119501
  nChanged 28448
		SP:Iteration 14F (49574.550000 sec): 3 clusters
  Score: Raw -112336438.921464 + Penalty 15873.469627 = -112320565.451837
  nChanged 24697
		SP:Iteration 15F (49577.660000 sec): 3 clusters
  Score: Raw -112357877.924325 + Penalty 15873.469627 = -112342004.454698
  nChanged 18689
		SP:Iteration 16Q (49580.510000 sec): 3 clusters
  Score: Raw -112374128.910130 + Penalty 15873.469627 = -112358255.440503
  nChanged 13137
		SP:Iteration 17Q (49583.130000 sec): 3 clusters
  Score: Raw -112385604.284509 + Penalty 15873.469627 = -112369730.814882
  nChanged 8482
		SP:Iteration 18Q (49585.640000 sec): 3 clusters
  Score: Raw -112392948.471696 + Penalty 15873.469627 = -112377075.002069
  nChanged 4728
		SP:Iteration 19Q (49587.950000 sec): 3 clusters
  Score: Raw -112396901.880017 + Penalty 15873.469627 = -112381028.410390
  nChanged 2140
		SP:Iteration 20F (49591.180000 sec): 3 clusters
  Score: Raw -112398673.126102 + Penalty 15873.469627 = -112382799.656475
  nChanged 946
		SP:Iteration 21Q (49593.380000 sec): 3 clusters
  Score: Raw -112399467.576948 + Penalty 15873.469627 = -112383594.107321
  nChanged 413
		SP:Iteration 22Q (49595.540000 sec): 3 clusters
  Score: Raw -112399839.255467 + Penalty 15873.469627 = -112383965.785840
  nChanged 226
		SP:Iteration 23Q (49597.680000 sec): 3 clusters
  Score: Raw -112400045.048751 + Penalty 15873.469627 = -112384171.579124
  nChanged 126
		SP:Iteration 24Q (49599.740000 sec): 3 clusters
  Score: Raw -112400173.522983 + Penalty 15873.469627 = -112384300.053356
  nChanged 75
		SP:Iteration 25Q (49601.810000 sec): 3 clusters
  Score: Raw -112400253.006537 + Penalty 15873.469627 = -112384379.536910
  nChanged 55
		SP:Iteration 26Q (49603.860000 sec): 3 clusters
  Score: Raw -112400306.342132 + Penalty 15873.469627 = -112384432.872505
  nChanged 30
		SP:Iteration 27Q (49605.910000 sec): 3 clusters
  Score: Raw -112400337.517013 + Penalty 15873.469627 = -112384464.047386
  nChanged 25
		SP:Iteration 28Q (49607.960000 sec): 3 clusters
  Score: Raw -112400361.904950 + Penalty 15873.469627 = -112384488.435322
  nChanged 20
		SP:Iteration 29Q (49610.000000 sec): 3 clusters
  Score: Raw -112400379.789703 + Penalty 15873.469627 = -112384506.320076
  nChanged 14
		SP:Iteration 30Q (49612.120000 sec): 3 clusters
  Score: Raw -112400394.317307 + Penalty 15873.469627 = -112384520.847680
  nChanged 13
		SP:Iteration 31Q (49614.170000 sec): 3 clusters
  Score: Raw -112400407.490855 + Penalty 15873.469627 = -112384534.021228
  nChanged 12
		SP:Iteration 32Q (49616.220000 sec): 3 clusters
  Score: Raw -112400423.448074 + Penalty 15873.469627 = -112384549.978447
  nChanged 10
		SP:Iteration 33Q (49618.260000 sec): 3 clusters
  Score: Raw -112400437.879357 + Penalty 15873.469627 = -112384564.409729
  nChanged 8
		SP:Iteration 34Q (49620.310000 sec): 3 clusters
  Score: Raw -112400447.492730 + Penalty 15873.469627 = -112384574.023103
  nChanged 6
		SP:Iteration 35Q (49622.350000 sec): 3 clusters
  Score: Raw -112400457.075668 + Penalty 15873.469627 = -112384583.606040
  nChanged 4
		SP:Iteration 36Q (49624.400000 sec): 3 clusters
  Score: Raw -112400461.081785 + Penalty 15873.469627 = -112384587.612158
  nChanged 4
		SP:Iteration 37Q (49626.440000 sec): 3 clusters
  Score: Raw -112400463.064139 + Penalty 15873.469627 = -112384589.594512
  nChanged 3
		SP:Iteration 38Q (49628.490000 sec): 3 clusters
  Score: Raw -112400465.773257 + Penalty 15873.469627 = -112384592.303630
  nChanged 1
		SP:Iteration 39Q (49630.540000 sec): 3 clusters
  Score: Raw -112400466.773281 + Penalty 15873.469627 = -112384593.303654
  nChanged 0
		SP:Iteration 40F (49633.630000 sec): 3 clusters
  Score: Raw -112400466.773281 + Penalty 15873.469627 = -112384593.303654
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49634.230000 sec): 2 clusters
  Score: Raw -16153139.687171 + Penalty 6746.485680 = -16146393.201491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49634.670000 sec): 3 clusters
  Score: Raw -16117298.195698 + Penalty 13492.971361 = -16103805.224337
  nChanged 26989
		SP:Iteration 1F (49635.110000 sec): 3 clusters
  Score: Raw -16132092.268453 + Penalty 13492.971361 = -16118599.297093
  nChanged 3119
		SP:Iteration 2F (49635.550000 sec): 3 clusters
  Score: Raw -16133312.003168 + Penalty 13492.971361 = -16119819.031808
  nChanged 2869
		SP:Iteration 3Q (49636.000000 sec): 3 clusters
  Score: Raw -16134478.948341 + Penalty 13492.971361 = -16120985.976981
  nChanged 2710
		SP:Iteration 4Q (49636.440000 sec): 3 clusters
  Score: Raw -16135669.078664 + Penalty 13492.971361 = -16122176.107303
  nChanged 2892
		SP:Iteration 5Q (49636.880000 sec): 3 clusters
  Score: Raw -16137024.894606 + Penalty 13492.971361 = -16123531.923246
  nChanged 3087
		SP:Iteration 6F (49637.320000 sec): 3 clusters
  Score: Raw -16138523.092943 + Penalty 13492.971361 = -16125030.121582
  nChanged 3124
		SP:Iteration 7F (49637.770000 sec): 3 clusters
  Score: Raw -16140050.040490 + Penalty 13492.971361 = -16126557.069130
  nChanged 3012
		SP:Iteration 8Q (49638.210000 sec): 3 clusters
  Score: Raw -16141491.903974 + Penalty 13492.971361 = -16127998.932614
  nChanged 2734
		SP:Iteration 9Q (49638.650000 sec): 3 clusters
  Score: Raw -16142674.757068 + Penalty 13492.971361 = -16129181.785708
  nChanged 2239
		SP:Iteration 10Q (49639.090000 sec): 3 clusters
  Score: Raw -16143565.662197 + Penalty 13492.971361 = -16130072.690837
  nChanged 1994
		SP:Iteration 11Q (49639.530000 sec): 3 clusters
  Score: Raw -16144241.960744 + Penalty 13492.971361 = -16130748.989383
  nChanged 1623
		SP:Iteration 12Q (49639.970000 sec): 3 clusters
  Score: Raw -16144710.969354 + Penalty 13492.971361 = -16131217.997994
  nChanged 1313
		SP:Iteration 13Q (49640.400000 sec): 3 clusters
  Score: Raw -16145020.758807 + Penalty 13492.971361 = -16131527.787446
  nChanged 983
		SP:Iteration 14Q (49640.840000 sec): 3 clusters
  Score: Raw -16145204.479826 + Penalty 13492.971361 = -16131711.508466
  nChanged 760
		SP:Iteration 15Q (49641.280000 sec): 3 clusters
  Score: Raw -16145341.865374 + Penalty 13492.971361 = -16131848.894014
  nChanged 641
		SP:Iteration 16Q (49641.720000 sec): 3 clusters
  Score: Raw -16145448.548745 + Penalty 13492.971361 = -16131955.577385
  nChanged 568
		SP:Iteration 17Q (49642.150000 sec): 3 clusters
  Score: Raw -16145544.437636 + Penalty 13492.971361 = -16132051.466275
  nChanged 567
		SP:Iteration 18Q (49642.590000 sec): 3 clusters
  Score: Raw -16145640.205412 + Penalty 13492.971361 = -16132147.234051
  nChanged 601
		SP:Iteration 19Q (49643.030000 sec): 3 clusters
  Score: Raw -16145744.969058 + Penalty 13492.971361 = -16132251.997698
  nChanged 615
		SP:Iteration 20F (49643.460000 sec): 3 clusters
  Score: Raw -16145847.501500 + Penalty 13492.971361 = -16132354.530139
  nChanged 636
		SP:Iteration 21Q (49643.900000 sec): 3 clusters
  Score: Raw -16145957.595352 + Penalty 13492.971361 = -16132464.623991
  nChanged 665
		SP:Iteration 22Q (49644.330000 sec): 3 clusters
  Score: Raw -16146082.157988 + Penalty 13492.971361 = -16132589.186627
  nChanged 754
		SP:Iteration 23Q (49644.770000 sec): 3 clusters
  Score: Raw -16146241.103784 + Penalty 13492.971361 = -16132748.132423
  nChanged 847
		SP:Iteration 24Q (49645.200000 sec): 3 clusters
  Score: Raw -16146435.439584 + Penalty 13492.971361 = -16132942.468224
  nChanged 964
		SP:Iteration 25Q (49645.630000 sec): 3 clusters
  Score: Raw -16146682.476777 + Penalty 13492.971361 = -16133189.505417
  nChanged 1045
		SP:Iteration 26Q (49646.070000 sec): 3 clusters
  Score: Raw -16146970.802127 + Penalty 13492.971361 = -16133477.830767
  nChanged 1203
		SP:Iteration 27Q (49646.500000 sec): 3 clusters
  Score: Raw -16147347.261100 + Penalty 13492.971361 = -16133854.289740
  nChanged 1331
		SP:Iteration 28Q (49646.930000 sec): 3 clusters
  Score: Raw -16147796.662612 + Penalty 13492.971361 = -16134303.691251
  nChanged 1436
		SP:Iteration 29Q (49647.360000 sec): 3 clusters
  Score: Raw -16148327.454907 + Penalty 13492.971361 = -16134834.483546
  nChanged 1535
		SP:Iteration 30Q (49647.780000 sec): 3 clusters
  Score: Raw -16148945.052942 + Penalty 13492.971361 = -16135452.081581
  nChanged 1674
		SP:Iteration 31Q (49648.200000 sec): 3 clusters
  Score: Raw -16149634.747068 + Penalty 13492.971361 = -16136141.775707
  nChanged 1674
		SP:Iteration 32Q (49648.610000 sec): 3 clusters
  Score: Raw -16150363.677714 + Penalty 13492.971361 = -16136870.706354
  nChanged 1612
		SP:Iteration 33Q (49649.020000 sec): 3 clusters
  Score: Raw -16151050.643946 + Penalty 13492.971361 = -16137557.672586
  nChanged 1453
		SP:Iteration 34Q (49649.420000 sec): 3 clusters
  Score: Raw -16151649.416420 + Penalty 13492.971361 = -16138156.445059
  nChanged 1317
		SP:Iteration 35Q (49649.820000 sec): 3 clusters
  Score: Raw -16152186.712228 + Penalty 13492.971361 = -16138693.740867
  nChanged 1203
		SP:Iteration 36Q (49650.200000 sec): 3 clusters
  Score: Raw -16152651.313496 + Penalty 13492.971361 = -16139158.342135
  nChanged 985
		SP:Iteration 37Q (49650.590000 sec): 3 clusters
  Score: Raw -16153031.849125 + Penalty 13492.971361 = -16139538.877764
  nChanged 832
		SP:Iteration 38Q (49650.970000 sec): 3 clusters
  Score: Raw -16153342.540132 + Penalty 13492.971361 = -16139849.568771
  nChanged 773
		SP:Iteration 39Q (49651.340000 sec): 3 clusters
  Score: Raw -16153636.154033 + Penalty 13492.971361 = -16140143.182673
  nChanged 640
		SP:Iteration 40F (49651.780000 sec): 3 clusters
  Score: Raw -16153881.446390 + Penalty 13492.971361 = -16140388.475029
  nChanged 535
		SP:Iteration 41Q (49652.140000 sec): 3 clusters
  Score: Raw -16154064.504611 + Penalty 13492.971361 = -16140571.533250
  nChanged 453
		SP:Iteration 42Q (49652.500000 sec): 3 clusters
  Score: Raw -16154226.453759 + Penalty 13492.971361 = -16140733.482399
  nChanged 356
		SP:Iteration 43Q (49652.860000 sec): 3 clusters
  Score: Raw -16154344.690765 + Penalty 13492.971361 = -16140851.719405
  nChanged 298
		SP:Iteration 44Q (49653.210000 sec): 3 clusters
  Score: Raw -16154438.744835 + Penalty 13492.971361 = -16140945.773475
  nChanged 264
		SP:Iteration 45Q (49653.560000 sec): 3 clusters
  Score: Raw -16154527.469509 + Penalty 13492.971361 = -16141034.498148
  nChanged 248
		SP:Iteration 46Q (49653.920000 sec): 3 clusters
  Score: Raw -16154609.492749 + Penalty 13492.971361 = -16141116.521389
  nChanged 226
		SP:Iteration 47Q (49654.260000 sec): 3 clusters
  Score: Raw -16154684.837867 + Penalty 13492.971361 = -16141191.866506
  nChanged 201
		SP:Iteration 48Q (49654.610000 sec): 3 clusters
  Score: Raw -16154752.651901 + Penalty 13492.971361 = -16141259.680540
  nChanged 161
		SP:Iteration 49Q (49654.950000 sec): 3 clusters
  Score: Raw -16154801.435915 + Penalty 13492.971361 = -16141308.464555
  nChanged 149
		SP:Iteration 50Q (49655.300000 sec): 3 clusters
  Score: Raw -16154848.915256 + Penalty 13492.971361 = -16141355.943895
  nChanged 118
		SP:Iteration 51Q (49655.640000 sec): 3 clusters
  Score: Raw -16154886.883179 + Penalty 13492.971361 = -16141393.911819
  nChanged 108
		SP:Iteration 52Q (49655.980000 sec): 3 clusters
  Score: Raw -16154919.646157 + Penalty 13492.971361 = -16141426.674797
  nChanged 92
		SP:Iteration 53Q (49656.320000 sec): 3 clusters
  Score: Raw -16154946.816979 + Penalty 13492.971361 = -16141453.845619
  nChanged 73
		SP:Iteration 54Q (49656.660000 sec): 3 clusters
  Score: Raw -16154968.371288 + Penalty 13492.971361 = -16141475.399927
  nChanged 57
		SP:Iteration 55Q (49657.000000 sec): 3 clusters
  Score: Raw -16154984.425332 + Penalty 13492.971361 = -16141491.453972
  nChanged 44
		SP:Iteration 56Q (49657.340000 sec): 3 clusters
  Score: Raw -16154995.673189 + Penalty 13492.971361 = -16141502.701828
  nChanged 46
		SP:Iteration 57Q (49657.680000 sec): 3 clusters
  Score: Raw -16155008.333530 + Penalty 13492.971361 = -16141515.362170
  nChanged 39
		SP:Iteration 58Q (49658.020000 sec): 3 clusters
  Score: Raw -16155018.391750 + Penalty 13492.971361 = -16141525.420389
  nChanged 23
		SP:Iteration 59Q (49658.360000 sec): 3 clusters
  Score: Raw -16155024.676453 + Penalty 13492.971361 = -16141531.705093
  nChanged 26
		SP:Iteration 60F (49658.800000 sec): 3 clusters
  Score: Raw -16155031.423815 + Penalty 13492.971361 = -16141538.452454
  nChanged 18
		SP:Iteration 61Q (49659.130000 sec): 3 clusters
  Score: Raw -16155036.139494 + Penalty 13492.971361 = -16141543.168134
  nChanged 26
		SP:Iteration 62Q (49659.470000 sec): 3 clusters
  Score: Raw -16155043.768051 + Penalty 13492.971361 = -16141550.796690
  nChanged 26
		SP:Iteration 63Q (49659.810000 sec): 3 clusters
  Score: Raw -16155051.048585 + Penalty 13492.971361 = -16141558.077224
  nChanged 26
		SP:Iteration 64Q (49660.140000 sec): 3 clusters
  Score: Raw -16155058.438140 + Penalty 13492.971361 = -16141565.466780
  nChanged 19
		SP:Iteration 65Q (49660.480000 sec): 3 clusters
  Score: Raw -16155063.192344 + Penalty 13492.971361 = -16141570.220983
  nChanged 18
		SP:Iteration 66Q (49660.820000 sec): 3 clusters
  Score: Raw -16155068.330813 + Penalty 13492.971361 = -16141575.359453
  nChanged 13
		SP:Iteration 67Q (49661.150000 sec): 3 clusters
  Score: Raw -16155072.415636 + Penalty 13492.971361 = -16141579.444276
  nChanged 9
		SP:Iteration 68Q (49661.490000 sec): 3 clusters
  Score: Raw -16155074.828836 + Penalty 13492.971361 = -16141581.857475
  nChanged 10
		SP:Iteration 69Q (49661.820000 sec): 3 clusters
  Score: Raw -16155077.515245 + Penalty 13492.971361 = -16141584.543884
  nChanged 12
		SP:Iteration 70Q (49662.170000 sec): 3 clusters
  Score: Raw -16155080.437773 + Penalty 13492.971361 = -16141587.466413
  nChanged 14
		SP:Iteration 71Q (49662.510000 sec): 3 clusters
  Score: Raw -16155083.856154 + Penalty 13492.971361 = -16141590.884793
  nChanged 10
		SP:Iteration 72Q (49662.840000 sec): 3 clusters
  Score: Raw -16155086.023697 + Penalty 13492.971361 = -16141593.052337
  nChanged 2
		SP:Iteration 73Q (49663.180000 sec): 3 clusters
  Score: Raw -16155086.471063 + Penalty 13492.971361 = -16141593.499703
  nChanged 1
		SP:Iteration 74Q (49663.510000 sec): 3 clusters
  Score: Raw -16155086.723986 + Penalty 13492.971361 = -16141593.752626
  nChanged 1
		SP:Iteration 75Q (49663.850000 sec): 3 clusters
  Score: Raw -16155086.977048 + Penalty 13492.971361 = -16141594.005687
  nChanged 1
		SP:Iteration 76Q (49664.180000 sec): 3 clusters
  Score: Raw -16155087.156622 + Penalty 13492.971361 = -16141594.185262
  nChanged 1
		SP:Iteration 77Q (49664.520000 sec): 3 clusters
  Score: Raw -16155087.388269 + Penalty 13492.971361 = -16141594.416908
  nChanged 4
		SP:Iteration 78Q (49664.850000 sec): 3 clusters
  Score: Raw -16155088.289369 + Penalty 13492.971361 = -16141595.318009
  nChanged 6
		SP:Iteration 79Q (49665.190000 sec): 3 clusters
  Score: Raw -16155089.824305 + Penalty 13492.971361 = -16141596.852945
  nChanged 8
		SP:Iteration 80F (49665.620000 sec): 3 clusters
  Score: Raw -16155091.905872 + Penalty 13492.971361 = -16141598.934512
  nChanged 11
		SP:Iteration 81Q (49665.960000 sec): 3 clusters
  Score: Raw -16155094.745138 + Penalty 13492.971361 = -16141601.773777
  nChanged 7
		SP:Iteration 82Q (49666.290000 sec): 3 clusters
  Score: Raw -16155096.377505 + Penalty 13492.971361 = -16141603.406144
  nChanged 9
		SP:Iteration 83Q (49666.620000 sec): 3 clusters
  Score: Raw -16155098.542617 + Penalty 13492.971361 = -16141605.571256
  nChanged 7
		SP:Iteration 84Q (49666.960000 sec): 3 clusters
  Score: Raw -16155100.139154 + Penalty 13492.971361 = -16141607.167794
  nChanged 5
		SP:Iteration 85Q (49667.290000 sec): 3 clusters
  Score: Raw -16155101.304954 + Penalty 13492.971361 = -16141608.333594
  nChanged 3
		SP:Iteration 86Q (49667.630000 sec): 3 clusters
  Score: Raw -16155101.948400 + Penalty 13492.971361 = -16141608.977039
  nChanged 2
		SP:Iteration 87Q (49667.960000 sec): 3 clusters
  Score: Raw -16155102.327529 + Penalty 13492.971361 = -16141609.356168
  nChanged 1
		SP:Iteration 88Q (49668.290000 sec): 3 clusters
  Score: Raw -16155102.541397 + Penalty 13492.971361 = -16141609.570037
  nChanged 1
		SP:Iteration 89Q (49668.630000 sec): 3 clusters
  Score: Raw -16155102.723644 + Penalty 13492.971361 = -16141609.752283
  nChanged 2
		SP:Iteration 90Q (49668.970000 sec): 3 clusters
  Score: Raw -16155103.021250 + Penalty 13492.971361 = -16141610.049890
  nChanged 0
		SP:Iteration 91F (49669.400000 sec): 3 clusters
  Score: Raw -16155103.021250 + Penalty 13492.971361 = -16141610.049890
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49669.530000 sec): 2 clusters
  Score: Raw -3996521.866727 + Penalty 5903.648706 = -3990618.218021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49669.640000 sec): 3 clusters
  Score: Raw -3988963.590790 + Penalty 11807.297413 = -3977156.293377
  nChanged 5951
		SP:Iteration 1F (49669.750000 sec): 3 clusters
  Score: Raw -3992501.101266 + Penalty 11807.297413 = -3980693.803853
  nChanged 1236
		SP:Iteration 2F (49669.860000 sec): 3 clusters
  Score: Raw -3993442.868008 + Penalty 11807.297413 = -3981635.570595
  nChanged 1094
		SP:Iteration 3F (49669.970000 sec): 3 clusters
  Score: Raw -3994421.917950 + Penalty 11807.297413 = -3982614.620537
  nChanged 1100
		SP:Iteration 4F (49670.080000 sec): 3 clusters
  Score: Raw -3995470.848688 + Penalty 11807.297413 = -3983663.551276
  nChanged 1038
		SP:Iteration 5F (49670.190000 sec): 3 clusters
  Score: Raw -3996498.016060 + Penalty 11807.297413 = -3984690.718648
  nChanged 935
		SP:Iteration 6F (49670.300000 sec): 3 clusters
  Score: Raw -3997433.110536 + Penalty 11807.297413 = -3985625.813124
  nChanged 820
		SP:Iteration 7F (49670.420000 sec): 3 clusters
  Score: Raw -3998251.263358 + Penalty 11807.297413 = -3986443.965945
  nChanged 676
		SP:Iteration 8Q (49670.520000 sec): 3 clusters
  Score: Raw -3998834.486682 + Penalty 11807.297413 = -3987027.189269
  nChanged 522
		SP:Iteration 9Q (49670.630000 sec): 3 clusters
  Score: Raw -3999226.111028 + Penalty 11807.297413 = -3987418.813615
  nChanged 387
		SP:Iteration 10Q (49670.740000 sec): 3 clusters
  Score: Raw -3999503.963905 + Penalty 11807.297413 = -3987696.666492
  nChanged 306
		SP:Iteration 11Q (49670.840000 sec): 3 clusters
  Score: Raw -3999702.903028 + Penalty 11807.297413 = -3987895.605615
  nChanged 240
		SP:Iteration 12Q (49670.940000 sec): 3 clusters
  Score: Raw -3999825.917971 + Penalty 11807.297413 = -3988018.620558
  nChanged 157
		SP:Iteration 13Q (49671.040000 sec): 3 clusters
  Score: Raw -3999893.645186 + Penalty 11807.297413 = -3988086.347773
  nChanged 128
		SP:Iteration 14Q (49671.140000 sec): 3 clusters
  Score: Raw -3999942.359058 + Penalty 11807.297413 = -3988135.061645
  nChanged 103
		SP:Iteration 15Q (49671.240000 sec): 3 clusters
  Score: Raw -3999981.328083 + Penalty 11807.297413 = -3988174.030671
  nChanged 78
		SP:Iteration 16Q (49671.340000 sec): 3 clusters
  Score: Raw -4000006.814190 + Penalty 11807.297413 = -3988199.516778
  nChanged 48
		SP:Iteration 17Q (49671.440000 sec): 3 clusters
  Score: Raw -4000019.147605 + Penalty 11807.297413 = -3988211.850193
  nChanged 42
		SP:Iteration 18Q (49671.540000 sec): 3 clusters
  Score: Raw -4000030.279209 + Penalty 11807.297413 = -3988222.981796
  nChanged 30
		SP:Iteration 19Q (49671.640000 sec): 3 clusters
  Score: Raw -4000037.207223 + Penalty 11807.297413 = -3988229.909811
  nChanged 16
		SP:Iteration 20F (49671.750000 sec): 3 clusters
  Score: Raw -4000040.664547 + Penalty 11807.297413 = -3988233.367134
  nChanged 18
		SP:Iteration 21Q (49671.840000 sec): 3 clusters
  Score: Raw -4000044.429270 + Penalty 11807.297413 = -3988237.131857
  nChanged 12
		SP:Iteration 22Q (49671.940000 sec): 3 clusters
  Score: Raw -4000046.919752 + Penalty 11807.297413 = -3988239.622340
  nChanged 12
		SP:Iteration 23Q (49672.040000 sec): 3 clusters
  Score: Raw -4000049.288898 + Penalty 11807.297413 = -3988241.991486
  nChanged 13
		SP:Iteration 24Q (49672.140000 sec): 3 clusters
  Score: Raw -4000052.009569 + Penalty 11807.297413 = -3988244.712156
  nChanged 9
		SP:Iteration 25Q (49672.240000 sec): 3 clusters
  Score: Raw -4000053.617717 + Penalty 11807.297413 = -3988246.320305
  nChanged 10
		SP:Iteration 26Q (49672.340000 sec): 3 clusters
  Score: Raw -4000055.808751 + Penalty 11807.297413 = -3988248.511338
  nChanged 9
		SP:Iteration 27Q (49672.440000 sec): 3 clusters
  Score: Raw -4000058.538645 + Penalty 11807.297413 = -3988251.241232
  nChanged 8
		SP:Iteration 28Q (49672.540000 sec): 3 clusters
  Score: Raw -4000060.475234 + Penalty 11807.297413 = -3988253.177821
  nChanged 8
		SP:Iteration 29Q (49672.630000 sec): 3 clusters
  Score: Raw -4000062.156119 + Penalty 11807.297413 = -3988254.858706
  nChanged 5
		SP:Iteration 30Q (49672.730000 sec): 3 clusters
  Score: Raw -4000063.045387 + Penalty 11807.297413 = -3988255.747975
  nChanged 1
		SP:Iteration 31Q (49672.830000 sec): 3 clusters
  Score: Raw -4000063.225783 + Penalty 11807.297413 = -3988255.928370
  nChanged 0
		SP:Iteration 32F (49672.940000 sec): 3 clusters
  Score: Raw -4000063.225783 + Penalty 11807.297413 = -3988255.928370
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49674.350000 sec): 2 clusters
  Score: Raw -57607055.493310 + Penalty 7523.031947 = -57599532.461363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49675.930000 sec): 3 clusters
  Score: Raw -57469386.616347 + Penalty 15046.063893 = -57454340.552454
  nChanged 101804
		SP:Iteration 1F (49677.520000 sec): 3 clusters
  Score: Raw -57527422.212516 + Penalty 15046.063893 = -57512376.148623
  nChanged 7328
		SP:Iteration 2Q (49679.110000 sec): 3 clusters
  Score: Raw -57529125.331402 + Penalty 15046.063893 = -57514079.267508
  nChanged 7104
		SP:Iteration 3Q (49680.710000 sec): 3 clusters
  Score: Raw -57530887.502402 + Penalty 15046.063893 = -57515841.438508
  nChanged 7245
		SP:Iteration 4Q (49682.310000 sec): 3 clusters
  Score: Raw -57532822.645424 + Penalty 15046.063893 = -57517776.581531
  nChanged 7694
		SP:Iteration 5Q (49683.910000 sec): 3 clusters
  Score: Raw -57535148.848858 + Penalty 15046.063893 = -57520102.784965
  nChanged 8144
		SP:Iteration 6Q (49685.500000 sec): 3 clusters
  Score: Raw -57537869.907817 + Penalty 15046.063893 = -57522823.843924
  nChanged 8704
		SP:Iteration 7Q (49687.100000 sec): 3 clusters
  Score: Raw -57541091.461624 + Penalty 15046.063893 = -57526045.397731
  nChanged 9329
		SP:Iteration 8Q (49688.690000 sec): 3 clusters
  Score: Raw -57544799.573307 + Penalty 15046.063893 = -57529753.509414
  nChanged 9890
		SP:Iteration 9Q (49690.280000 sec): 3 clusters
  Score: Raw -57549050.830424 + Penalty 15046.063893 = -57534004.766530
  nChanged 10184
		SP:Iteration 10Q (49691.870000 sec): 3 clusters
  Score: Raw -57553821.385971 + Penalty 15046.063893 = -57538775.322077
  nChanged 10371
		SP:Iteration 11Q (49693.450000 sec): 3 clusters
  Score: Raw -57559251.590390 + Penalty 15046.063893 = -57544205.526497
  nChanged 10419
		SP:Iteration 12Q (49695.080000 sec): 3 clusters
  Score: Raw -57565333.699184 + Penalty 15046.063893 = -57550287.635290
  nChanged 10211
		SP:Iteration 13Q (49696.730000 sec): 3 clusters
  Score: Raw -57571818.589370 + Penalty 15046.063893 = -57556772.525477
  nChanged 9666
		SP:Iteration 14Q (49698.330000 sec): 3 clusters
  Score: Raw -57577812.121313 + Penalty 15046.063893 = -57562766.057419
  nChanged 8464
		SP:Iteration 15Q (49699.920000 sec): 3 clusters
  Score: Raw -57582351.769996 + Penalty 15046.063893 = -57567305.706103
  nChanged 6802
		SP:Iteration 16Q (49701.510000 sec): 3 clusters
  Score: Raw -57585175.033960 + Penalty 15046.063893 = -57570128.970066
  nChanged 4820
		SP:Iteration 17Q (49703.080000 sec): 3 clusters
  Score: Raw -57586787.188795 + Penalty 15046.063893 = -57571741.124902
  nChanged 3626
		SP:Iteration 18Q (49704.610000 sec): 3 clusters
  Score: Raw -57587886.330745 + Penalty 15046.063893 = -57572840.266851
  nChanged 3239
		SP:Iteration 19Q (49706.140000 sec): 3 clusters
  Score: Raw -57588870.060892 + Penalty 15046.063893 = -57573823.996998
  nChanged 3154
		SP:Iteration 20F (49707.730000 sec): 3 clusters
  Score: Raw -57589764.314303 + Penalty 15046.063893 = -57574718.250409
  nChanged 3000
		SP:Iteration 21Q (49709.250000 sec): 3 clusters
  Score: Raw -57590582.342194 + Penalty 15046.063893 = -57575536.278300
  nChanged 2957
		SP:Iteration 22Q (49710.770000 sec): 3 clusters
  Score: Raw -57591382.607457 + Penalty 15046.063893 = -57576336.543563
  nChanged 2901
		SP:Iteration 23Q (49712.230000 sec): 3 clusters
  Score: Raw -57592183.884744 + Penalty 15046.063893 = -57577137.820851
  nChanged 2946
		SP:Iteration 24Q (49713.670000 sec): 3 clusters
  Score: Raw -57592987.494631 + Penalty 15046.063893 = -57577941.430738
  nChanged 2853
		SP:Iteration 25Q (49715.080000 sec): 3 clusters
  Score: Raw -57593748.110218 + Penalty 15046.063893 = -57578702.046324
  nChanged 2799
		SP:Iteration 26Q (49716.480000 sec): 3 clusters
  Score: Raw -57594488.631936 + Penalty 15046.063893 = -57579442.568043
  nChanged 2768
		SP:Iteration 27Q (49717.870000 sec): 3 clusters
  Score: Raw -57595237.281582 + Penalty 15046.063893 = -57580191.217688
  nChanged 2773
		SP:Iteration 28Q (49719.250000 sec): 3 clusters
  Score: Raw -57595993.286783 + Penalty 15046.063893 = -57580947.222890
  nChanged 2719
		SP:Iteration 29Q (49720.630000 sec): 3 clusters
  Score: Raw -57596754.911019 + Penalty 15046.063893 = -57581708.847125
  nChanged 2675
		SP:Iteration 30Q (49721.990000 sec): 3 clusters
  Score: Raw -57597518.935152 + Penalty 15046.063893 = -57582472.871259
  nChanged 2651
		SP:Iteration 31Q (49723.330000 sec): 3 clusters
  Score: Raw -57598300.703922 + Penalty 15046.063893 = -57583254.640029
  nChanged 2583
		SP:Iteration 32Q (49724.670000 sec): 3 clusters
  Score: Raw -57599071.569956 + Penalty 15046.063893 = -57584025.506063
  nChanged 2483
		SP:Iteration 33Q (49725.990000 sec): 3 clusters
  Score: Raw -57599824.494960 + Penalty 15046.063893 = -57584778.431067
  nChanged 2433
		SP:Iteration 34Q (49727.310000 sec): 3 clusters
  Score: Raw -57600583.537349 + Penalty 15046.063893 = -57585537.473456
  nChanged 2333
		SP:Iteration 35Q (49728.640000 sec): 3 clusters
  Score: Raw -57601348.350828 + Penalty 15046.063893 = -57586302.286934
  nChanged 2251
		SP:Iteration 36Q (49729.990000 sec): 3 clusters
  Score: Raw -57602141.858773 + Penalty 15046.063893 = -57587095.794880
  nChanged 2222
		SP:Iteration 37Q (49731.290000 sec): 3 clusters
  Score: Raw -57602954.764828 + Penalty 15046.063893 = -57587908.700934
  nChanged 2041
		SP:Iteration 38Q (49732.550000 sec): 3 clusters
  Score: Raw -57603731.767574 + Penalty 15046.063893 = -57588685.703681
  nChanged 1962
		SP:Iteration 39Q (49733.820000 sec): 3 clusters
  Score: Raw -57604504.711908 + Penalty 15046.063893 = -57589458.648015
  nChanged 1786
		SP:Iteration 40F (49735.400000 sec): 3 clusters
  Score: Raw -57605203.892010 + Penalty 15046.063893 = -57590157.828117
  nChanged 1581
		SP:Iteration 41Q (49736.620000 sec): 3 clusters
  Score: Raw -57605821.310638 + Penalty 15046.063893 = -57590775.246744
  nChanged 1338
		SP:Iteration 42Q (49737.830000 sec): 3 clusters
  Score: Raw -57606365.978706 + Penalty 15046.063893 = -57591319.914812
  nChanged 1133
		SP:Iteration 43Q (49739.030000 sec): 3 clusters
  Score: Raw -57606845.351005 + Penalty 15046.063893 = -57591799.287111
  nChanged 985
		SP:Iteration 44Q (49740.220000 sec): 3 clusters
  Score: Raw -57607283.903679 + Penalty 15046.063893 = -57592237.839785
  nChanged 740
		SP:Iteration 45Q (49741.380000 sec): 3 clusters
  Score: Raw -57607664.388078 + Penalty 15046.063893 = -57592618.324184
  nChanged 613
		SP:Iteration 46Q (49742.540000 sec): 3 clusters
  Score: Raw -57608078.049996 + Penalty 15046.063893 = -57593031.986102
  nChanged 521
		SP:Iteration 47Q (49743.680000 sec): 3 clusters
  Score: Raw -57608618.038990 + Penalty 15046.063893 = -57593571.975097
  nChanged 477
		SP:Iteration 48Q (49744.800000 sec): 3 clusters
  Score: Raw -57609345.376216 + Penalty 15046.063893 = -57594299.312322
  nChanged 471
		SP:Iteration 49Q (49745.910000 sec): 3 clusters
  Score: Raw -57610341.882763 + Penalty 15046.063893 = -57595295.818869
  nChanged 532
		SP:Iteration 50Q (49746.990000 sec): 3 clusters
  Score: Raw -57610929.068092 + Penalty 15046.063893 = -57595883.004199
  nChanged 489
		SP:Iteration 51Q (49748.070000 sec): 3 clusters
  Score: Raw -57611202.662020 + Penalty 15046.063893 = -57596156.598127
  nChanged 383
		SP:Iteration 52Q (49749.140000 sec): 3 clusters
  Score: Raw -57611364.313877 + Penalty 15046.063893 = -57596318.249983
  nChanged 280
		SP:Iteration 53Q (49750.210000 sec): 3 clusters
  Score: Raw -57611460.646864 + Penalty 15046.063893 = -57596414.582971
  nChanged 222
		SP:Iteration 54Q (49751.270000 sec): 3 clusters
  Score: Raw -57611529.188188 + Penalty 15046.063893 = -57596483.124294
  nChanged 184
		SP:Iteration 55Q (49752.340000 sec): 3 clusters
  Score: Raw -57611580.731511 + Penalty 15046.063893 = -57596534.667617
  nChanged 145
		SP:Iteration 56Q (49753.410000 sec): 3 clusters
  Score: Raw -57611618.697547 + Penalty 15046.063893 = -57596572.633654
  nChanged 132
		SP:Iteration 57Q (49754.470000 sec): 3 clusters
  Score: Raw -57611650.985391 + Penalty 15046.063893 = -57596604.921497
  nChanged 109
		SP:Iteration 58Q (49755.560000 sec): 3 clusters
  Score: Raw -57611677.346589 + Penalty 15046.063893 = -57596631.282696
  nChanged 82
		SP:Iteration 59Q (49756.680000 sec): 3 clusters
  Score: Raw -57611692.715023 + Penalty 15046.063893 = -57596646.651130
  nChanged 58
		SP:Iteration 60F (49758.270000 sec): 3 clusters
  Score: Raw -57611703.383980 + Penalty 15046.063893 = -57596657.320087
  nChanged 51
		SP:Iteration 61Q (49759.390000 sec): 3 clusters
  Score: Raw -57611713.405592 + Penalty 15046.063893 = -57596667.341698
  nChanged 42
		SP:Iteration 62Q (49760.510000 sec): 3 clusters
  Score: Raw -57611720.935758 + Penalty 15046.063893 = -57596674.871865
  nChanged 34
		SP:Iteration 63Q (49761.580000 sec): 3 clusters
  Score: Raw -57611726.324223 + Penalty 15046.063893 = -57596680.260330
  nChanged 21
		SP:Iteration 64Q (49762.660000 sec): 3 clusters
  Score: Raw -57611729.680194 + Penalty 15046.063893 = -57596683.616301
  nChanged 14
		SP:Iteration 65Q (49763.740000 sec): 3 clusters
  Score: Raw -57611731.678769 + Penalty 15046.063893 = -57596685.614875
  nChanged 12
		SP:Iteration 66Q (49764.820000 sec): 3 clusters
  Score: Raw -57611733.414087 + Penalty 15046.063893 = -57596687.350193
  nChanged 8
		SP:Iteration 67Q (49765.900000 sec): 3 clusters
  Score: Raw -57611734.666005 + Penalty 15046.063893 = -57596688.602111
  nChanged 10
		SP:Iteration 68Q (49767.000000 sec): 3 clusters
  Score: Raw -57611736.400546 + Penalty 15046.063893 = -57596690.336652
  nChanged 13
		SP:Iteration 69Q (49768.080000 sec): 3 clusters
  Score: Raw -57611738.397600 + Penalty 15046.063893 = -57596692.333707
  nChanged 11
		SP:Iteration 70Q (49769.160000 sec): 3 clusters
  Score: Raw -57611739.744225 + Penalty 15046.063893 = -57596693.680332
  nChanged 7
		SP:Iteration 71Q (49770.240000 sec): 3 clusters
  Score: Raw -57611740.979039 + Penalty 15046.063893 = -57596694.915146
  nChanged 8
		SP:Iteration 72Q (49771.320000 sec): 3 clusters
  Score: Raw -57611742.143050 + Penalty 15046.063893 = -57596696.079157
  nChanged 7
		SP:Iteration 73Q (49772.390000 sec): 3 clusters
  Score: Raw -57611743.105645 + Penalty 15046.063893 = -57596697.041751
  nChanged 9
		SP:Iteration 74Q (49773.470000 sec): 3 clusters
  Score: Raw -57611744.110754 + Penalty 15046.063893 = -57596698.046861
  nChanged 9
		SP:Iteration 75Q (49774.550000 sec): 3 clusters
  Score: Raw -57611745.318096 + Penalty 15046.063893 = -57596699.254203
  nChanged 6
		SP:Iteration 76Q (49775.630000 sec): 3 clusters
  Score: Raw -57611745.800117 + Penalty 15046.063893 = -57596699.736224
  nChanged 4
		SP:Iteration 77Q (49776.700000 sec): 3 clusters
  Score: Raw -57611746.273180 + Penalty 15046.063893 = -57596700.209286
  nChanged 2
		SP:Iteration 78Q (49777.780000 sec): 3 clusters
  Score: Raw -57611746.585564 + Penalty 15046.063893 = -57596700.521670
  nChanged 0
		SP:Iteration 79F (49779.350000 sec): 3 clusters
  Score: Raw -57611746.585564 + Penalty 15046.063893 = -57596700.521670
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49779.570000 sec): 2 clusters
  Score: Raw -3140240.202772 + Penalty 5765.784726 = -3134474.418045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49779.660000 sec): 3 clusters
  Score: Raw -3134301.278417 + Penalty 11531.569453 = -3122769.708964
  nChanged 4695
		SP:Iteration 1F (49779.760000 sec): 3 clusters
  Score: Raw -3137011.160790 + Penalty 11531.569453 = -3125479.591338
  nChanged 914
		SP:Iteration 2F (49779.850000 sec): 3 clusters
  Score: Raw -3137551.092989 + Penalty 11531.569453 = -3126019.523536
  nChanged 649
		SP:Iteration 3F (49779.940000 sec): 3 clusters
  Score: Raw -3137941.760875 + Penalty 11531.569453 = -3126410.191422
  nChanged 526
		SP:Iteration 4Q (49780.030000 sec): 3 clusters
  Score: Raw -3138296.937241 + Penalty 11531.569453 = -3126765.367788
  nChanged 496
		SP:Iteration 5Q (49780.120000 sec): 3 clusters
  Score: Raw -3138688.457780 + Penalty 11531.569453 = -3127156.888327
  nChanged 556
		SP:Iteration 6Q (49780.210000 sec): 3 clusters
  Score: Raw -3139207.249663 + Penalty 11531.569453 = -3127675.680210
  nChanged 642
		SP:Iteration 7F (49780.300000 sec): 3 clusters
  Score: Raw -3139878.757203 + Penalty 11531.569453 = -3128347.187750
  nChanged 681
		SP:Iteration 8F (49780.400000 sec): 3 clusters
  Score: Raw -3140587.964853 + Penalty 11531.569453 = -3129056.395401
  nChanged 598
		SP:Iteration 9Q (49780.490000 sec): 3 clusters
  Score: Raw -3141171.261103 + Penalty 11531.569453 = -3129639.691650
  nChanged 529
		SP:Iteration 10Q (49780.570000 sec): 3 clusters
  Score: Raw -3141594.211007 + Penalty 11531.569453 = -3130062.641554
  nChanged 422
		SP:Iteration 11Q (49780.660000 sec): 3 clusters
  Score: Raw -3141869.266311 + Penalty 11531.569453 = -3130337.696858
  nChanged 309
		SP:Iteration 12Q (49780.740000 sec): 3 clusters
  Score: Raw -3142053.041067 + Penalty 11531.569453 = -3130521.471614
  nChanged 270
		SP:Iteration 13Q (49780.830000 sec): 3 clusters
  Score: Raw -3142197.204224 + Penalty 11531.569453 = -3130665.634772
  nChanged 220
		SP:Iteration 14Q (49780.910000 sec): 3 clusters
  Score: Raw -3142312.525121 + Penalty 11531.569453 = -3130780.955669
  nChanged 192
		SP:Iteration 15Q (49781.000000 sec): 3 clusters
  Score: Raw -3142407.888340 + Penalty 11531.569453 = -3130876.318887
  nChanged 164
		SP:Iteration 16Q (49781.080000 sec): 3 clusters
  Score: Raw -3142489.668858 + Penalty 11531.569453 = -3130958.099405
  nChanged 149
		SP:Iteration 17Q (49781.170000 sec): 3 clusters
  Score: Raw -3142561.396041 + Penalty 11531.569453 = -3131029.826588
  nChanged 135
		SP:Iteration 18Q (49781.260000 sec): 3 clusters
  Score: Raw -3142638.262938 + Penalty 11531.569453 = -3131106.693485
  nChanged 156
		SP:Iteration 19Q (49781.340000 sec): 3 clusters
  Score: Raw -3142745.497412 + Penalty 11531.569453 = -3131213.927959
  nChanged 165
		SP:Iteration 20F (49781.430000 sec): 3 clusters
  Score: Raw -3142862.825586 + Penalty 11531.569453 = -3131331.256134
  nChanged 153
		SP:Iteration 21Q (49781.520000 sec): 3 clusters
  Score: Raw -3142969.191868 + Penalty 11531.569453 = -3131437.622415
  nChanged 172
		SP:Iteration 22Q (49781.600000 sec): 3 clusters
  Score: Raw -3143076.352958 + Penalty 11531.569453 = -3131544.783505
  nChanged 140
		SP:Iteration 23Q (49781.690000 sec): 3 clusters
  Score: Raw -3143162.210168 + Penalty 11531.569453 = -3131630.640716
  nChanged 130
		SP:Iteration 24Q (49781.770000 sec): 3 clusters
  Score: Raw -3143236.088914 + Penalty 11531.569453 = -3131704.519461
  nChanged 109
		SP:Iteration 25Q (49781.860000 sec): 3 clusters
  Score: Raw -3143300.468218 + Penalty 11531.569453 = -3131768.898766
  nChanged 100
		SP:Iteration 26Q (49781.940000 sec): 3 clusters
  Score: Raw -3143359.255389 + Penalty 11531.569453 = -3131827.685936
  nChanged 99
		SP:Iteration 27Q (49782.020000 sec): 3 clusters
  Score: Raw -3143426.816907 + Penalty 11531.569453 = -3131895.247455
  nChanged 106
		SP:Iteration 28Q (49782.100000 sec): 3 clusters
  Score: Raw -3143516.900889 + Penalty 11531.569453 = -3131985.331436
  nChanged 117
		SP:Iteration 29Q (49782.180000 sec): 3 clusters
  Score: Raw -3143621.764996 + Penalty 11531.569453 = -3132090.195543
  nChanged 137
		SP:Iteration 30Q (49782.270000 sec): 3 clusters
  Score: Raw -3143760.282027 + Penalty 11531.569453 = -3132228.712574
  nChanged 137
		SP:Iteration 31Q (49782.350000 sec): 3 clusters
  Score: Raw -3143894.082889 + Penalty 11531.569453 = -3132362.513436
  nChanged 129
		SP:Iteration 32Q (49782.430000 sec): 3 clusters
  Score: Raw -3144008.929946 + Penalty 11531.569453 = -3132477.360493
  nChanged 118
		SP:Iteration 33Q (49782.510000 sec): 3 clusters
  Score: Raw -3144107.051085 + Penalty 11531.569453 = -3132575.481633
  nChanged 104
		SP:Iteration 34Q (49782.590000 sec): 3 clusters
  Score: Raw -3144184.159472 + Penalty 11531.569453 = -3132652.590019
  nChanged 104
		SP:Iteration 35Q (49782.660000 sec): 3 clusters
  Score: Raw -3144259.699827 + Penalty 11531.569453 = -3132728.130375
  nChanged 95
		SP:Iteration 36Q (49782.740000 sec): 3 clusters
  Score: Raw -3144327.579963 + Penalty 11531.569453 = -3132796.010511
  nChanged 71
		SP:Iteration 37Q (49782.820000 sec): 3 clusters
  Score: Raw -3144368.143045 + Penalty 11531.569453 = -3132836.573592
  nChanged 56
		SP:Iteration 38Q (49782.900000 sec): 3 clusters
  Score: Raw -3144394.070006 + Penalty 11531.569453 = -3132862.500553
  nChanged 48
		SP:Iteration 39Q (49782.980000 sec): 3 clusters
  Score: Raw -3144415.441667 + Penalty 11531.569453 = -3132883.872214
  nChanged 32
		SP:Iteration 40F (49783.070000 sec): 3 clusters
  Score: Raw -3144454.297652 + Penalty 11531.569453 = -3132922.728199
  nChanged 41
		SP:Iteration 41Q (49783.150000 sec): 3 clusters
  Score: Raw -3144495.333259 + Penalty 11531.569453 = -3132963.763806
  nChanged 42
		SP:Iteration 42Q (49783.220000 sec): 3 clusters
  Score: Raw -3144519.231694 + Penalty 11531.569453 = -3132987.662241
  nChanged 28
		SP:Iteration 43Q (49783.300000 sec): 3 clusters
  Score: Raw -3144532.628971 + Penalty 11531.569453 = -3133001.059518
  nChanged 26
		SP:Iteration 44Q (49783.370000 sec): 3 clusters
  Score: Raw -3144542.259857 + Penalty 11531.569453 = -3133010.690404
  nChanged 20
		SP:Iteration 45Q (49783.450000 sec): 3 clusters
  Score: Raw -3144549.387344 + Penalty 11531.569453 = -3133017.817891
  nChanged 22
		SP:Iteration 46Q (49783.520000 sec): 3 clusters
  Score: Raw -3144556.864920 + Penalty 11531.569453 = -3133025.295467
  nChanged 20
		SP:Iteration 47Q (49783.600000 sec): 3 clusters
  Score: Raw -3144563.154440 + Penalty 11531.569453 = -3133031.584987
  nChanged 15
		SP:Iteration 48Q (49783.670000 sec): 3 clusters
  Score: Raw -3144567.577995 + Penalty 11531.569453 = -3133036.008543
  nChanged 15
		SP:Iteration 49Q (49783.740000 sec): 3 clusters
  Score: Raw -3144571.460386 + Penalty 11531.569453 = -3133039.890933
  nChanged 14
		SP:Iteration 50Q (49783.820000 sec): 3 clusters
  Score: Raw -3144576.174078 + Penalty 11531.569453 = -3133044.604625
  nChanged 9
		SP:Iteration 51Q (49783.890000 sec): 3 clusters
  Score: Raw -3144578.648800 + Penalty 11531.569453 = -3133047.079347
  nChanged 5
		SP:Iteration 52Q (49783.960000 sec): 3 clusters
  Score: Raw -3144579.846746 + Penalty 11531.569453 = -3133048.277293
  nChanged 3
		SP:Iteration 53Q (49784.040000 sec): 3 clusters
  Score: Raw -3144580.803316 + Penalty 11531.569453 = -3133049.233863
  nChanged 3
		SP:Iteration 54Q (49784.110000 sec): 3 clusters
  Score: Raw -3144581.410942 + Penalty 11531.569453 = -3133049.841489
  nChanged 1
		SP:Iteration 55Q (49784.190000 sec): 3 clusters
  Score: Raw -3144581.672235 + Penalty 11531.569453 = -3133050.102782
  nChanged 1
		SP:Iteration 56Q (49784.260000 sec): 3 clusters
  Score: Raw -3144581.862528 + Penalty 11531.569453 = -3133050.293076
  nChanged 1
		SP:Iteration 57Q (49784.340000 sec): 3 clusters
  Score: Raw -3144582.207685 + Penalty 11531.569453 = -3133050.638233
  nChanged 2
		SP:Iteration 58Q (49784.410000 sec): 3 clusters
  Score: Raw -3144583.175883 + Penalty 11531.569453 = -3133051.606430
  nChanged 2
		SP:Iteration 59Q (49784.480000 sec): 3 clusters
  Score: Raw -3144583.866050 + Penalty 11531.569453 = -3133052.296597
  nChanged 3
		SP:Iteration 60F (49784.570000 sec): 3 clusters
  Score: Raw -3144584.627292 + Penalty 11531.569453 = -3133053.057839
  nChanged 4
		SP:Iteration 61Q (49784.640000 sec): 3 clusters
  Score: Raw -3144585.795717 + Penalty 11531.569453 = -3133054.226264
  nChanged 4
		SP:Iteration 62Q (49784.720000 sec): 3 clusters
  Score: Raw -3144587.308635 + Penalty 11531.569453 = -3133055.739182
  nChanged 3
		SP:Iteration 63Q (49784.790000 sec): 3 clusters
  Score: Raw -3144588.146996 + Penalty 11531.569453 = -3133056.577543
  nChanged 2
		SP:Iteration 64Q (49784.870000 sec): 3 clusters
  Score: Raw -3144588.619142 + Penalty 11531.569453 = -3133057.049690
  nChanged 0
		SP:Iteration 65F (49784.960000 sec): 3 clusters
  Score: Raw -3144588.619142 + Penalty 11531.569453 = -3133057.049690
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (20847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49785.090000 sec): 2 clusters
  Score: Raw -5555838.418635 + Penalty 6091.291266 = -5549747.127369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49785.250000 sec): 3 clusters
  Score: Raw -5544849.123126 + Penalty 12182.582532 = -5532666.540594
  nChanged 8601
		SP:Iteration 1F (49785.400000 sec): 3 clusters
  Score: Raw -5549446.932791 + Penalty 12182.582532 = -5537264.350259
  nChanged 1483
		SP:Iteration 2F (49785.550000 sec): 3 clusters
  Score: Raw -5550338.906538 + Penalty 12182.582532 = -5538156.324006
  nChanged 1301
		SP:Iteration 3F (49785.700000 sec): 3 clusters
  Score: Raw -5551207.925743 + Penalty 12182.582532 = -5539025.343211
  nChanged 1241
		SP:Iteration 4F (49785.860000 sec): 3 clusters
  Score: Raw -5552250.344825 + Penalty 12182.582532 = -5540067.762293
  nChanged 1404
		SP:Iteration 5F (49786.010000 sec): 3 clusters
  Score: Raw -5553504.006865 + Penalty 12182.582532 = -5541321.424333
  nChanged 1416
		SP:Iteration 6F (49786.160000 sec): 3 clusters
  Score: Raw -5554869.348993 + Penalty 12182.582532 = -5542686.766461
  nChanged 1393
		SP:Iteration 7F (49786.320000 sec): 3 clusters
  Score: Raw -5556113.915025 + Penalty 12182.582532 = -5543931.332494
  nChanged 1113
		SP:Iteration 8F (49786.470000 sec): 3 clusters
  Score: Raw -5556930.225670 + Penalty 12182.582532 = -5544747.643138
  nChanged 777
		SP:Iteration 9Q (49786.620000 sec): 3 clusters
  Score: Raw -5557410.249211 + Penalty 12182.582532 = -5545227.666679
  nChanged 565
		SP:Iteration 10Q (49786.770000 sec): 3 clusters
  Score: Raw -5557685.155678 + Penalty 12182.582532 = -5545502.573146
  nChanged 394
		SP:Iteration 11Q (49786.920000 sec): 3 clusters
  Score: Raw -5557852.972591 + Penalty 12182.582532 = -5545670.390059
  nChanged 285
		SP:Iteration 12Q (49787.060000 sec): 3 clusters
  Score: Raw -5557958.596423 + Penalty 12182.582532 = -5545776.013891
  nChanged 223
		SP:Iteration 13Q (49787.220000 sec): 3 clusters
  Score: Raw -5558036.132458 + Penalty 12182.582532 = -5545853.549927
  nChanged 153
		SP:Iteration 14Q (49787.370000 sec): 3 clusters
  Score: Raw -5558078.371925 + Penalty 12182.582532 = -5545895.789393
  nChanged 98
		SP:Iteration 15Q (49787.520000 sec): 3 clusters
  Score: Raw -5558103.895819 + Penalty 12182.582532 = -5545921.313287
  nChanged 67
		SP:Iteration 16Q (49787.660000 sec): 3 clusters
  Score: Raw -5558117.958101 + Penalty 12182.582532 = -5545935.375569
  nChanged 46
		SP:Iteration 17Q (49787.820000 sec): 3 clusters
  Score: Raw -5558126.966220 + Penalty 12182.582532 = -5545944.383688
  nChanged 23
		SP:Iteration 18Q (49787.960000 sec): 3 clusters
  Score: Raw -5558130.971439 + Penalty 12182.582532 = -5545948.388908
  nChanged 15
		SP:Iteration 19Q (49788.120000 sec): 3 clusters
  Score: Raw -5558134.053283 + Penalty 12182.582532 = -5545951.470752
  nChanged 18
		SP:Iteration 20F (49788.280000 sec): 3 clusters
  Score: Raw -5558137.744668 + Penalty 12182.582532 = -5545955.162136
  nChanged 17
		SP:Iteration 21Q (49788.420000 sec): 3 clusters
  Score: Raw -5558140.844791 + Penalty 12182.582532 = -5545958.262260
  nChanged 16
		SP:Iteration 22Q (49788.580000 sec): 3 clusters
  Score: Raw -5558143.686892 + Penalty 12182.582532 = -5545961.104360
  nChanged 12
		SP:Iteration 23Q (49788.720000 sec): 3 clusters
  Score: Raw -5558145.663647 + Penalty 12182.582532 = -5545963.081115
  nChanged 8
		SP:Iteration 24Q (49788.880000 sec): 3 clusters
  Score: Raw -5558146.754559 + Penalty 12182.582532 = -5545964.172027
  nChanged 2
		SP:Iteration 25Q (49789.020000 sec): 3 clusters
  Score: Raw -5558147.150764 + Penalty 12182.582532 = -5545964.568232
  nChanged 3
		SP:Iteration 26Q (49789.180000 sec): 3 clusters
  Score: Raw -5558147.965477 + Penalty 12182.582532 = -5545965.382945
  nChanged 5
		SP:Iteration 27Q (49789.330000 sec): 3 clusters
  Score: Raw -5558148.936644 + Penalty 12182.582532 = -5545966.354113
  nChanged 2
		SP:Iteration 28Q (49789.480000 sec): 3 clusters
  Score: Raw -5558149.304698 + Penalty 12182.582532 = -5545966.722166
  nChanged 1
		SP:Iteration 29Q (49789.630000 sec): 3 clusters
  Score: Raw -5558149.568446 + Penalty 12182.582532 = -5545966.985915
  nChanged 1
		SP:Iteration 30Q (49789.780000 sec): 3 clusters
  Score: Raw -5558149.853860 + Penalty 12182.582532 = -5545967.271329
  nChanged 1
		SP:Iteration 31Q (49789.930000 sec): 3 clusters
  Score: Raw -5558150.044012 + Penalty 12182.582532 = -5545967.461480
  nChanged 2
		SP:Iteration 32Q (49790.080000 sec): 3 clusters
  Score: Raw -5558150.346377 + Penalty 12182.582532 = -5545967.763846
  nChanged 1
		SP:Iteration 33Q (49790.230000 sec): 3 clusters
  Score: Raw -5558150.509586 + Penalty 12182.582532 = -5545967.927055
  nChanged 1
		SP:Iteration 34Q (49790.380000 sec): 3 clusters
  Score: Raw -5558150.601626 + Penalty 12182.582532 = -5545968.019095
  nChanged 1
		SP:Iteration 35Q (49790.530000 sec): 3 clusters
  Score: Raw -5558150.755458 + Penalty 12182.582532 = -5545968.172927
  nChanged 4
		SP:Iteration 36Q (49790.680000 sec): 3 clusters
  Score: Raw -5558151.532549 + Penalty 12182.582532 = -5545968.950018
  nChanged 4
		SP:Iteration 37Q (49790.830000 sec): 3 clusters
  Score: Raw -5558152.188529 + Penalty 12182.582532 = -5545969.605998
  nChanged 2
		SP:Iteration 38Q (49790.980000 sec): 3 clusters
  Score: Raw -5558152.546997 + Penalty 12182.582532 = -5545969.964465
  nChanged 2
		SP:Iteration 39Q (49791.130000 sec): 3 clusters
  Score: Raw -5558152.793586 + Penalty 12182.582532 = -5545970.211054
  nChanged 0
		SP:Iteration 40F (49791.290000 sec): 3 clusters
  Score: Raw -5558152.793586 + Penalty 12182.582532 = -5545970.211054
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49791.340000 sec): 2 clusters
  Score: Raw -1483987.234327 + Penalty 5300.571468 = -1478686.662860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49791.380000 sec): 3 clusters
  Score: Raw -1481750.593920 + Penalty 10601.142935 = -1471149.450985
  nChanged 1950
		SP:Iteration 1F (49791.420000 sec): 3 clusters
  Score: Raw -1483059.853093 + Penalty 10601.142935 = -1472458.710158
  nChanged 415
		SP:Iteration 2F (49791.460000 sec): 3 clusters
  Score: Raw -1483404.814533 + Penalty 10601.142935 = -1472803.671597
  nChanged 274
		SP:Iteration 3Q (49791.500000 sec): 3 clusters
  Score: Raw -1483631.679627 + Penalty 10601.142935 = -1473030.536692
  nChanged 221
		SP:Iteration 4Q (49791.540000 sec): 3 clusters
  Score: Raw -1483844.618956 + Penalty 10601.142935 = -1473243.476021
  nChanged 208
		SP:Iteration 5Q (49791.580000 sec): 3 clusters
  Score: Raw -1484036.279341 + Penalty 10601.142935 = -1473435.136405
  nChanged 189
		SP:Iteration 6Q (49791.620000 sec): 3 clusters
  Score: Raw -1484210.349637 + Penalty 10601.142935 = -1473609.206702
  nChanged 157
		SP:Iteration 7Q (49791.660000 sec): 3 clusters
  Score: Raw -1484356.966231 + Penalty 10601.142935 = -1473755.823296
  nChanged 160
		SP:Iteration 8Q (49791.700000 sec): 3 clusters
  Score: Raw -1484500.122220 + Penalty 10601.142935 = -1473898.979285
  nChanged 128
		SP:Iteration 9Q (49791.740000 sec): 3 clusters
  Score: Raw -1484610.148396 + Penalty 10601.142935 = -1474009.005460
  nChanged 113
		SP:Iteration 10Q (49791.770000 sec): 3 clusters
  Score: Raw -1484710.255393 + Penalty 10601.142935 = -1474109.112458
  nChanged 118
		SP:Iteration 11Q (49791.810000 sec): 3 clusters
  Score: Raw -1484811.769223 + Penalty 10601.142935 = -1474210.626288
  nChanged 117
		SP:Iteration 12Q (49791.850000 sec): 3 clusters
  Score: Raw -1484927.934929 + Penalty 10601.142935 = -1474326.791993
  nChanged 128
		SP:Iteration 13Q (49791.890000 sec): 3 clusters
  Score: Raw -1485072.657949 + Penalty 10601.142935 = -1474471.515013
  nChanged 149
		SP:Iteration 14Q (49791.930000 sec): 3 clusters
  Score: Raw -1485255.064277 + Penalty 10601.142935 = -1474653.921341
  nChanged 170
		SP:Iteration 15Q (49791.960000 sec): 3 clusters
  Score: Raw -1485514.152822 + Penalty 10601.142935 = -1474913.009886
  nChanged 197
		SP:Iteration 16Q (49792.000000 sec): 3 clusters
  Score: Raw -1485822.778128 + Penalty 10601.142935 = -1475221.635193
  nChanged 189
		SP:Iteration 17Q (49792.040000 sec): 3 clusters
  Score: Raw -1486138.637629 + Penalty 10601.142935 = -1475537.494694
  nChanged 185
		SP:Iteration 18Q (49792.070000 sec): 3 clusters
  Score: Raw -1486444.539082 + Penalty 10601.142935 = -1475843.396147
  nChanged 148
		SP:Iteration 19Q (49792.110000 sec): 3 clusters
  Score: Raw -1486690.314724 + Penalty 10601.142935 = -1476089.171789
  nChanged 129
		SP:Iteration 20F (49792.150000 sec): 3 clusters
  Score: Raw -1486944.550273 + Penalty 10601.142935 = -1476343.407338
  nChanged 115
		SP:Iteration 21Q (49792.180000 sec): 3 clusters
  Score: Raw -1487171.728433 + Penalty 10601.142935 = -1476570.585498
  nChanged 106
		SP:Iteration 22Q (49792.210000 sec): 3 clusters
  Score: Raw -1487426.154431 + Penalty 10601.142935 = -1476825.011496
  nChanged 83
		SP:Iteration 23Q (49792.240000 sec): 3 clusters
  Score: Raw -1487595.377467 + Penalty 10601.142935 = -1476994.234531
  nChanged 66
		SP:Iteration 24Q (49792.270000 sec): 3 clusters
  Score: Raw -1487685.667098 + Penalty 10601.142935 = -1477084.524163
  nChanged 48
		SP:Iteration 25Q (49792.300000 sec): 3 clusters
  Score: Raw -1487732.797339 + Penalty 10601.142935 = -1477131.654404
  nChanged 28
		SP:Iteration 26Q (49792.330000 sec): 3 clusters
  Score: Raw -1487762.209358 + Penalty 10601.142935 = -1477161.066423
  nChanged 26
		SP:Iteration 27Q (49792.360000 sec): 3 clusters
  Score: Raw -1487798.293435 + Penalty 10601.142935 = -1477197.150500
  nChanged 32
		SP:Iteration 28Q (49792.390000 sec): 3 clusters
  Score: Raw -1487835.052347 + Penalty 10601.142935 = -1477233.909412
  nChanged 28
		SP:Iteration 29Q (49792.420000 sec): 3 clusters
  Score: Raw -1487866.643787 + Penalty 10601.142935 = -1477265.500852
  nChanged 29
		SP:Iteration 30Q (49792.450000 sec): 3 clusters
  Score: Raw -1487896.108984 + Penalty 10601.142935 = -1477294.966049
  nChanged 27
		SP:Iteration 31Q (49792.480000 sec): 3 clusters
  Score: Raw -1487919.150965 + Penalty 10601.142935 = -1477318.008030
  nChanged 17
		SP:Iteration 32Q (49792.510000 sec): 3 clusters
  Score: Raw -1487938.134809 + Penalty 10601.142935 = -1477336.991873
  nChanged 17
		SP:Iteration 33Q (49792.540000 sec): 3 clusters
  Score: Raw -1487953.516165 + Penalty 10601.142935 = -1477352.373230
  nChanged 13
		SP:Iteration 34Q (49792.570000 sec): 3 clusters
  Score: Raw -1487963.574028 + Penalty 10601.142935 = -1477362.431093
  nChanged 7
		SP:Iteration 35Q (49792.600000 sec): 3 clusters
  Score: Raw -1487968.518304 + Penalty 10601.142935 = -1477367.375368
  nChanged 8
		SP:Iteration 36Q (49792.620000 sec): 3 clusters
  Score: Raw -1487973.546231 + Penalty 10601.142935 = -1477372.403296
  nChanged 4
		SP:Iteration 37Q (49792.650000 sec): 3 clusters
  Score: Raw -1487975.568003 + Penalty 10601.142935 = -1477374.425068
  nChanged 0
		SP:Iteration 38F (49792.700000 sec): 3 clusters
  Score: Raw -1487979.582669 + Penalty 10601.142935 = -1477378.439734
  nChanged 3
		SP:Iteration 39Q (49792.720000 sec): 3 clusters
  Score: Raw -1487981.869422 + Penalty 10601.142935 = -1477380.726486
  nChanged 4
		SP:Iteration 40F (49792.760000 sec): 3 clusters
  Score: Raw -1487986.500847 + Penalty 10601.142935 = -1477385.357912
  nChanged 3
		SP:Iteration 41Q (49792.790000 sec): 3 clusters
  Score: Raw -1487989.637015 + Penalty 10601.142935 = -1477388.494079
  nChanged 3
		SP:Iteration 42Q (49792.820000 sec): 3 clusters
  Score: Raw -1487991.867543 + Penalty 10601.142935 = -1477390.724608
  nChanged 3
		SP:Iteration 43Q (49792.850000 sec): 3 clusters
  Score: Raw -1487994.212453 + Penalty 10601.142935 = -1477393.069518
  nChanged 3
		SP:Iteration 44Q (49792.880000 sec): 3 clusters
  Score: Raw -1487996.383783 + Penalty 10601.142935 = -1477395.240848
  nChanged 1
		SP:Iteration 45Q (49792.910000 sec): 3 clusters
  Score: Raw -1487996.931293 + Penalty 10601.142935 = -1477395.788357
  nChanged 0
		SP:Iteration 46F (49792.950000 sec): 3 clusters
  Score: Raw -1487996.931293 + Penalty 10601.142935 = -1477395.788357
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49792.970000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49792.980000 sec): 3 clusters
  Score: Raw -406611.802694 + Penalty 8995.697131 = -397616.105564
  nChanged 334
		SP:Iteration 1F (49792.990000 sec): 3 clusters
  Score: Raw -407262.232440 + Penalty 8995.697131 = -398266.535309
  nChanged 109
		SP:Iteration 2F (49793.000000 sec): 3 clusters
  Score: Raw -407549.812993 + Penalty 8995.697131 = -398554.115862
  nChanged 77
		SP:Iteration 3Q (49793.010000 sec): 3 clusters
  Score: Raw -407765.384737 + Penalty 8995.697131 = -398769.687607
  nChanged 60
		SP:Iteration 4Q (49793.020000 sec): 3 clusters
  Score: Raw -407977.592713 + Penalty 8995.697131 = -398981.895582
  nChanged 51
		SP:Iteration 5Q (49793.030000 sec): 3 clusters
  Score: Raw -408124.995712 + Penalty 8995.697131 = -399129.298581
  nChanged 34
		SP:Iteration 6Q (49793.040000 sec): 3 clusters
  Score: Raw -408219.742536 + Penalty 8995.697131 = -399224.045405
  nChanged 31
		SP:Iteration 7Q (49793.050000 sec): 3 clusters
  Score: Raw -408306.120552 + Penalty 8995.697131 = -399310.423421
  nChanged 21
		SP:Iteration 8Q (49793.060000 sec): 3 clusters
  Score: Raw -408352.918362 + Penalty 8995.697131 = -399357.221231
  nChanged 19
		SP:Iteration 9Q (49793.070000 sec): 3 clusters
  Score: Raw -408404.384945 + Penalty 8995.697131 = -399408.687814
  nChanged 19
		SP:Iteration 10Q (49793.080000 sec): 3 clusters
  Score: Raw -408450.325532 + Penalty 8995.697131 = -399454.628401
  nChanged 14
		SP:Iteration 11Q (49793.090000 sec): 3 clusters
  Score: Raw -408500.900360 + Penalty 8995.697131 = -399505.203230
  nChanged 10
		SP:Iteration 12Q (49793.100000 sec): 3 clusters
  Score: Raw -408522.081036 + Penalty 8995.697131 = -399526.383906
  nChanged 6
		SP:Iteration 13Q (49793.110000 sec): 3 clusters
  Score: Raw -408533.408773 + Penalty 8995.697131 = -399537.711642
  nChanged 4
		SP:Iteration 14Q (49793.120000 sec): 3 clusters
  Score: Raw -408538.975305 + Penalty 8995.697131 = -399543.278174
  nChanged 3
		SP:Iteration 15Q (49793.130000 sec): 3 clusters
  Score: Raw -408545.218967 + Penalty 8995.697131 = -399549.521837
  nChanged 2
		SP:Iteration 16Q (49793.140000 sec): 3 clusters
  Score: Raw -408548.373428 + Penalty 8995.697131 = -399552.676297
  nChanged 2
		SP:Iteration 17Q (49793.140000 sec): 3 clusters
  Score: Raw -408552.937822 + Penalty 8995.697131 = -399557.240692
  nChanged 0
		SP:Iteration 18F (49793.160000 sec): 3 clusters
  Score: Raw -408552.937822 + Penalty 8995.697131 = -399557.240692
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (67895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49793.610000 sec): 2 clusters
  Score: Raw -18023581.629064 + Penalty 6814.502075 = -18016767.126989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49794.100000 sec): 3 clusters
  Score: Raw -17983065.813921 + Penalty 13629.004150 = -17969436.809772
  nChanged 30508
		SP:Iteration 1F (49794.600000 sec): 3 clusters
  Score: Raw -17999587.169562 + Penalty 13629.004150 = -17985958.165412
  nChanged 3169
		SP:Iteration 2Q (49795.090000 sec): 3 clusters
  Score: Raw -18000573.258877 + Penalty 13629.004150 = -17986944.254728
  nChanged 2723
		SP:Iteration 3Q (49795.590000 sec): 3 clusters
  Score: Raw -18001378.728536 + Penalty 13629.004150 = -17987749.724387
  nChanged 2396
		SP:Iteration 4Q (49796.080000 sec): 3 clusters
  Score: Raw -18002092.504904 + Penalty 13629.004150 = -17988463.500754
  nChanged 2318
		SP:Iteration 5Q (49796.580000 sec): 3 clusters
  Score: Raw -18002812.125146 + Penalty 13629.004150 = -17989183.120997
  nChanged 2360
		SP:Iteration 6Q (49797.070000 sec): 3 clusters
  Score: Raw -18003588.851580 + Penalty 13629.004150 = -17989959.847430
  nChanged 2465
		SP:Iteration 7Q (49797.570000 sec): 3 clusters
  Score: Raw -18004469.260970 + Penalty 13629.004150 = -17990840.256821
  nChanged 2713
		SP:Iteration 8Q (49798.070000 sec): 3 clusters
  Score: Raw -18005595.370533 + Penalty 13629.004150 = -17991966.366383
  nChanged 3045
		SP:Iteration 9Q (49798.560000 sec): 3 clusters
  Score: Raw -18006981.576489 + Penalty 13629.004150 = -17993352.572340
  nChanged 3278
		SP:Iteration 10Q (49799.060000 sec): 3 clusters
  Score: Raw -18008695.125530 + Penalty 13629.004150 = -17995066.121381
  nChanged 3655
		SP:Iteration 11F (49799.550000 sec): 3 clusters
  Score: Raw -18010855.495913 + Penalty 13629.004150 = -17997226.491763
  nChanged 3745
		SP:Iteration 12F (49800.040000 sec): 3 clusters
  Score: Raw -18013305.134503 + Penalty 13629.004150 = -17999676.130353
  nChanged 3681
		SP:Iteration 13F (49800.530000 sec): 3 clusters
  Score: Raw -18015796.177325 + Penalty 13629.004150 = -18002167.173175
  nChanged 3260
		SP:Iteration 14Q (49801.030000 sec): 3 clusters
  Score: Raw -18018069.742864 + Penalty 13629.004150 = -18004440.738714
  nChanged 2696
		SP:Iteration 15Q (49801.520000 sec): 3 clusters
  Score: Raw -18019963.039404 + Penalty 13629.004150 = -18006334.035254
  nChanged 2100
		SP:Iteration 16Q (49802.010000 sec): 3 clusters
  Score: Raw -18021479.623745 + Penalty 13629.004150 = -18007850.619595
  nChanged 1539
		SP:Iteration 17Q (49802.490000 sec): 3 clusters
  Score: Raw -18022584.310052 + Penalty 13629.004150 = -18008955.305903
  nChanged 1063
		SP:Iteration 18Q (49802.950000 sec): 3 clusters
  Score: Raw -18023322.324225 + Penalty 13629.004150 = -18009693.320075
  nChanged 655
		SP:Iteration 19Q (49803.400000 sec): 3 clusters
  Score: Raw -18023774.889341 + Penalty 13629.004150 = -18010145.885191
  nChanged 412
		SP:Iteration 20F (49803.890000 sec): 3 clusters
  Score: Raw -18024060.812813 + Penalty 13629.004150 = -18010431.808663
  nChanged 277
		SP:Iteration 21Q (49804.300000 sec): 3 clusters
  Score: Raw -18024247.230884 + Penalty 13629.004150 = -18010618.226735
  nChanged 186
		SP:Iteration 22Q (49804.710000 sec): 3 clusters
  Score: Raw -18024369.633498 + Penalty 13629.004150 = -18010740.629349
  nChanged 137
		SP:Iteration 23Q (49805.110000 sec): 3 clusters
  Score: Raw -18024463.651239 + Penalty 13629.004150 = -18010834.647090
  nChanged 97
		SP:Iteration 24Q (49805.500000 sec): 3 clusters
  Score: Raw -18024534.738924 + Penalty 13629.004150 = -18010905.734774
  nChanged 81
		SP:Iteration 25Q (49805.890000 sec): 3 clusters
  Score: Raw -18024587.433219 + Penalty 13629.004150 = -18010958.429069
  nChanged 62
		SP:Iteration 26Q (49806.270000 sec): 3 clusters
  Score: Raw -18024627.426693 + Penalty 13629.004150 = -18010998.422543
  nChanged 49
		SP:Iteration 27Q (49806.650000 sec): 3 clusters
  Score: Raw -18024659.735805 + Penalty 13629.004150 = -18011030.731655
  nChanged 30
		SP:Iteration 28Q (49807.030000 sec): 3 clusters
  Score: Raw -18024678.927764 + Penalty 13629.004150 = -18011049.923614
  nChanged 23
		SP:Iteration 29Q (49807.410000 sec): 3 clusters
  Score: Raw -18024691.847595 + Penalty 13629.004150 = -18011062.843446
  nChanged 18
		SP:Iteration 30Q (49807.790000 sec): 3 clusters
  Score: Raw -18024702.845002 + Penalty 13629.004150 = -18011073.840852
  nChanged 18
		SP:Iteration 31Q (49808.160000 sec): 3 clusters
  Score: Raw -18024716.192927 + Penalty 13629.004150 = -18011087.188778
  nChanged 23
		SP:Iteration 32Q (49808.550000 sec): 3 clusters
  Score: Raw -18024732.378828 + Penalty 13629.004150 = -18011103.374678
  nChanged 18
		SP:Iteration 33Q (49808.940000 sec): 3 clusters
  Score: Raw -18024746.208553 + Penalty 13629.004150 = -18011117.204403
  nChanged 18
		SP:Iteration 34Q (49809.330000 sec): 3 clusters
  Score: Raw -18024757.348522 + Penalty 13629.004150 = -18011128.344372
  nChanged 22
		SP:Iteration 35Q (49809.720000 sec): 3 clusters
  Score: Raw -18024770.480930 + Penalty 13629.004150 = -18011141.476780
  nChanged 15
		SP:Iteration 36Q (49810.110000 sec): 3 clusters
  Score: Raw -18024780.026774 + Penalty 13629.004150 = -18011151.022624
  nChanged 13
		SP:Iteration 37Q (49810.500000 sec): 3 clusters
  Score: Raw -18024788.320142 + Penalty 13629.004150 = -18011159.315992
  nChanged 12
		SP:Iteration 38Q (49810.880000 sec): 3 clusters
  Score: Raw -18024796.246402 + Penalty 13629.004150 = -18011167.242253
  nChanged 9
		SP:Iteration 39Q (49811.270000 sec): 3 clusters
  Score: Raw -18024801.478098 + Penalty 13629.004150 = -18011172.473949
  nChanged 7
		SP:Iteration 40F (49811.780000 sec): 3 clusters
  Score: Raw -18024805.898345 + Penalty 13629.004150 = -18011176.894195
  nChanged 6
		SP:Iteration 41Q (49812.170000 sec): 3 clusters
  Score: Raw -18024809.332266 + Penalty 13629.004150 = -18011180.328117
  nChanged 9
		SP:Iteration 42Q (49812.560000 sec): 3 clusters
  Score: Raw -18024815.668132 + Penalty 13629.004150 = -18011186.663982
  nChanged 8
		SP:Iteration 43Q (49812.950000 sec): 3 clusters
  Score: Raw -18024819.783732 + Penalty 13629.004150 = -18011190.779583
  nChanged 6
		SP:Iteration 44Q (49813.330000 sec): 3 clusters
  Score: Raw -18024823.499585 + Penalty 13629.004150 = -18011194.495435
  nChanged 5
		SP:Iteration 45Q (49813.720000 sec): 3 clusters
  Score: Raw -18024825.653962 + Penalty 13629.004150 = -18011196.649812
  nChanged 3
		SP:Iteration 46Q (49814.100000 sec): 3 clusters
  Score: Raw -18024827.835294 + Penalty 13629.004150 = -18011198.831145
  nChanged 2
		SP:Iteration 47Q (49814.470000 sec): 3 clusters
  Score: Raw -18024829.133327 + Penalty 13629.004150 = -18011200.129177
  nChanged 2
		SP:Iteration 48Q (49814.840000 sec): 3 clusters
  Score: Raw -18024830.416142 + Penalty 13629.004150 = -18011201.411992
  nChanged 3
		SP:Iteration 49Q (49815.220000 sec): 3 clusters
  Score: Raw -18024832.243262 + Penalty 13629.004150 = -18011203.239112
  nChanged 6
		SP:Iteration 50Q (49815.610000 sec): 3 clusters
  Score: Raw -18024836.967521 + Penalty 13629.004150 = -18011207.963371
  nChanged 6
		SP:Iteration 51Q (49816.000000 sec): 3 clusters
  Score: Raw -18024841.106849 + Penalty 13629.004150 = -18011212.102699
  nChanged 7
		SP:Iteration 52Q (49816.380000 sec): 3 clusters
  Score: Raw -18024844.227145 + Penalty 13629.004150 = -18011215.222995
  nChanged 4
		SP:Iteration 53Q (49816.770000 sec): 3 clusters
  Score: Raw -18024846.752956 + Penalty 13629.004150 = -18011217.748807
  nChanged 5
		SP:Iteration 54Q (49817.150000 sec): 3 clusters
  Score: Raw -18024849.377448 + Penalty 13629.004150 = -18011220.373298
  nChanged 2
		SP:Iteration 55Q (49817.540000 sec): 3 clusters
  Score: Raw -18024850.579749 + Penalty 13629.004150 = -18011221.575599
  nChanged 1
		SP:Iteration 56Q (49817.920000 sec): 3 clusters
  Score: Raw -18024851.328960 + Penalty 13629.004150 = -18011222.324810
  nChanged 0
		SP:Iteration 57F (49818.430000 sec): 3 clusters
  Score: Raw -18024851.328960 + Penalty 13629.004150 = -18011222.324810
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49818.480000 sec): 2 clusters
  Score: Raw -132381.290907 + Penalty 3883.470074 = -128497.820834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49818.490000 sec): 3 clusters
  Score: Raw -133062.909303 + Penalty 7766.940147 = -125295.969156
  nChanged 96
		SP:Iteration 1F (49818.490000 sec): 3 clusters
  Score: Raw -133392.761212 + Penalty 7766.940147 = -125625.821065
  nChanged 14
		SP:Iteration 2Q (49818.490000 sec): 3 clusters
  Score: Raw -133456.293098 + Penalty 7766.940147 = -125689.352951
  nChanged 9
		SP:Iteration 3Q (49818.500000 sec): 3 clusters
  Score: Raw -133504.706898 + Penalty 7766.940147 = -125737.766751
  nChanged 10
		SP:Iteration 4Q (49818.500000 sec): 3 clusters
  Score: Raw -133566.846378 + Penalty 7766.940147 = -125799.906230
  nChanged 9
		SP:Iteration 5Q (49818.510000 sec): 3 clusters
  Score: Raw -133611.071885 + Penalty 7766.940147 = -125844.131738
  nChanged 5
		SP:Iteration 6Q (49818.510000 sec): 3 clusters
  Score: Raw -133633.315514 + Penalty 7766.940147 = -125866.375366
  nChanged 4
		SP:Iteration 7Q (49818.510000 sec): 3 clusters
  Score: Raw -133674.522530 + Penalty 7766.940147 = -125907.582382
  nChanged 5
		SP:Iteration 8Q (49818.520000 sec): 3 clusters
  Score: Raw -133714.018180 + Penalty 7766.940147 = -125947.078033
  nChanged 4
		SP:Iteration 9Q (49818.520000 sec): 3 clusters
  Score: Raw -133742.360826 + Penalty 7766.940147 = -125975.420679
  nChanged 7
		SP:Iteration 10Q (49818.530000 sec): 3 clusters
  Score: Raw -133773.036875 + Penalty 7766.940147 = -126006.096728
  nChanged 5
		SP:Iteration 11Q (49818.530000 sec): 3 clusters
  Score: Raw -133793.656318 + Penalty 7766.940147 = -126026.716171
  nChanged 1
		SP:Iteration 12Q (49818.530000 sec): 3 clusters
  Score: Raw -133794.958272 + Penalty 7766.940147 = -126028.018125
  nChanged 0
		SP:Iteration 13F (49818.540000 sec): 3 clusters
  Score: Raw -133794.958272 + Penalty 7766.940147 = -126028.018125
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49818.610000 sec): 2 clusters
  Score: Raw -2448084.385407 + Penalty 5613.644440 = -2442470.740967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49818.680000 sec): 3 clusters
  Score: Raw -2443767.437762 + Penalty 11227.288879 = -2432540.148882
  nChanged 3485
		SP:Iteration 1F (49818.750000 sec): 3 clusters
  Score: Raw -2445906.526883 + Penalty 11227.288879 = -2434679.238003
  nChanged 727
		SP:Iteration 2F (49818.820000 sec): 3 clusters
  Score: Raw -2446397.402478 + Penalty 11227.288879 = -2435170.113599
  nChanged 487
		SP:Iteration 3F (49818.890000 sec): 3 clusters
  Score: Raw -2446741.241411 + Penalty 11227.288879 = -2435513.952531
  nChanged 399
		SP:Iteration 4Q (49818.970000 sec): 3 clusters
  Score: Raw -2447064.696288 + Penalty 11227.288879 = -2435837.407408
  nChanged 408
		SP:Iteration 5Q (49819.040000 sec): 3 clusters
  Score: Raw -2447404.731649 + Penalty 11227.288879 = -2436177.442770
  nChanged 376
		SP:Iteration 6Q (49819.110000 sec): 3 clusters
  Score: Raw -2447717.466866 + Penalty 11227.288879 = -2436490.177986
  nChanged 356
		SP:Iteration 7Q (49819.180000 sec): 3 clusters
  Score: Raw -2448057.268783 + Penalty 11227.288879 = -2436829.979904
  nChanged 368
		SP:Iteration 8Q (49819.250000 sec): 3 clusters
  Score: Raw -2448379.727393 + Penalty 11227.288879 = -2437152.438514
  nChanged 333
		SP:Iteration 9Q (49819.320000 sec): 3 clusters
  Score: Raw -2448625.550325 + Penalty 11227.288879 = -2437398.261445
  nChanged 295
		SP:Iteration 10Q (49819.390000 sec): 3 clusters
  Score: Raw -2448831.638003 + Penalty 11227.288879 = -2437604.349124
  nChanged 219
		SP:Iteration 11Q (49819.460000 sec): 3 clusters
  Score: Raw -2448975.920883 + Penalty 11227.288879 = -2437748.632004
  nChanged 173
		SP:Iteration 12Q (49819.530000 sec): 3 clusters
  Score: Raw -2449074.419002 + Penalty 11227.288879 = -2437847.130123
  nChanged 156
		SP:Iteration 13Q (49819.600000 sec): 3 clusters
  Score: Raw -2449158.647288 + Penalty 11227.288879 = -2437931.358409
  nChanged 121
		SP:Iteration 14Q (49819.670000 sec): 3 clusters
  Score: Raw -2449223.365692 + Penalty 11227.288879 = -2437996.076812
  nChanged 95
		SP:Iteration 15Q (49819.730000 sec): 3 clusters
  Score: Raw -2449264.213315 + Penalty 11227.288879 = -2438036.924435
  nChanged 84
		SP:Iteration 16Q (49819.800000 sec): 3 clusters
  Score: Raw -2449303.870962 + Penalty 11227.288879 = -2438076.582082
  nChanged 67
		SP:Iteration 17Q (49819.870000 sec): 3 clusters
  Score: Raw -2449329.266883 + Penalty 11227.288879 = -2438101.978004
  nChanged 52
		SP:Iteration 18Q (49819.940000 sec): 3 clusters
  Score: Raw -2449348.894675 + Penalty 11227.288879 = -2438121.605796
  nChanged 35
		SP:Iteration 19Q (49820.010000 sec): 3 clusters
  Score: Raw -2449361.086688 + Penalty 11227.288879 = -2438133.797808
  nChanged 30
		SP:Iteration 20F (49820.080000 sec): 3 clusters
  Score: Raw -2449372.697718 + Penalty 11227.288879 = -2438145.408838
  nChanged 26
		SP:Iteration 21Q (49820.140000 sec): 3 clusters
  Score: Raw -2449382.110032 + Penalty 11227.288879 = -2438154.821153
  nChanged 30
		SP:Iteration 22Q (49820.210000 sec): 3 clusters
  Score: Raw -2449391.653398 + Penalty 11227.288879 = -2438164.364519
  nChanged 33
		SP:Iteration 23Q (49820.270000 sec): 3 clusters
  Score: Raw -2449404.017789 + Penalty 11227.288879 = -2438176.728910
  nChanged 35
		SP:Iteration 24Q (49820.340000 sec): 3 clusters
  Score: Raw -2449416.300342 + Penalty 11227.288879 = -2438189.011463
  nChanged 27
		SP:Iteration 25Q (49820.410000 sec): 3 clusters
  Score: Raw -2449426.094480 + Penalty 11227.288879 = -2438198.805600
  nChanged 21
		SP:Iteration 26Q (49820.470000 sec): 3 clusters
  Score: Raw -2449433.290630 + Penalty 11227.288879 = -2438206.001751
  nChanged 22
		SP:Iteration 27Q (49820.540000 sec): 3 clusters
  Score: Raw -2449443.109342 + Penalty 11227.288879 = -2438215.820463
  nChanged 28
		SP:Iteration 28Q (49820.610000 sec): 3 clusters
  Score: Raw -2449454.329136 + Penalty 11227.288879 = -2438227.040257
  nChanged 31
		SP:Iteration 29Q (49820.670000 sec): 3 clusters
  Score: Raw -2449465.554720 + Penalty 11227.288879 = -2438238.265841
  nChanged 23
		SP:Iteration 30Q (49820.740000 sec): 3 clusters
  Score: Raw -2449472.395351 + Penalty 11227.288879 = -2438245.106472
  nChanged 22
		SP:Iteration 31Q (49820.800000 sec): 3 clusters
  Score: Raw -2449480.555345 + Penalty 11227.288879 = -2438253.266466
  nChanged 25
		SP:Iteration 32Q (49820.870000 sec): 3 clusters
  Score: Raw -2449488.962143 + Penalty 11227.288879 = -2438261.673263
  nChanged 21
		SP:Iteration 33Q (49820.930000 sec): 3 clusters
  Score: Raw -2449496.202284 + Penalty 11227.288879 = -2438268.913405
  nChanged 19
		SP:Iteration 34Q (49821.000000 sec): 3 clusters
  Score: Raw -2449501.846832 + Penalty 11227.288879 = -2438274.557952
  nChanged 13
		SP:Iteration 35Q (49821.060000 sec): 3 clusters
  Score: Raw -2449507.066003 + Penalty 11227.288879 = -2438279.777124
  nChanged 15
		SP:Iteration 36Q (49821.130000 sec): 3 clusters
  Score: Raw -2449512.023710 + Penalty 11227.288879 = -2438284.734830
  nChanged 15
		SP:Iteration 37Q (49821.190000 sec): 3 clusters
  Score: Raw -2449517.311797 + Penalty 11227.288879 = -2438290.022918
  nChanged 9
		SP:Iteration 38Q (49821.260000 sec): 3 clusters
  Score: Raw -2449520.310889 + Penalty 11227.288879 = -2438293.022010
  nChanged 12
		SP:Iteration 39Q (49821.320000 sec): 3 clusters
  Score: Raw -2449523.442393 + Penalty 11227.288879 = -2438296.153514
  nChanged 10
		SP:Iteration 40F (49821.390000 sec): 3 clusters
  Score: Raw -2449526.703828 + Penalty 11227.288879 = -2438299.414948
  nChanged 9
		SP:Iteration 41Q (49821.460000 sec): 3 clusters
  Score: Raw -2449529.642506 + Penalty 11227.288879 = -2438302.353626
  nChanged 9
		SP:Iteration 42Q (49821.520000 sec): 3 clusters
  Score: Raw -2449532.898035 + Penalty 11227.288879 = -2438305.609156
  nChanged 5
		SP:Iteration 43Q (49821.590000 sec): 3 clusters
  Score: Raw -2449535.036995 + Penalty 11227.288879 = -2438307.748115
  nChanged 9
		SP:Iteration 44Q (49821.650000 sec): 3 clusters
  Score: Raw -2449538.124311 + Penalty 11227.288879 = -2438310.835432
  nChanged 10
		SP:Iteration 45Q (49821.710000 sec): 3 clusters
  Score: Raw -2449542.574271 + Penalty 11227.288879 = -2438315.285392
  nChanged 15
		SP:Iteration 46Q (49821.780000 sec): 3 clusters
  Score: Raw -2449547.349495 + Penalty 11227.288879 = -2438320.060616
  nChanged 20
		SP:Iteration 47Q (49821.850000 sec): 3 clusters
  Score: Raw -2449553.507841 + Penalty 11227.288879 = -2438326.218961
  nChanged 15
		SP:Iteration 48Q (49821.910000 sec): 3 clusters
  Score: Raw -2449558.853283 + Penalty 11227.288879 = -2438331.564403
  nChanged 15
		SP:Iteration 49Q (49821.980000 sec): 3 clusters
  Score: Raw -2449563.892577 + Penalty 11227.288879 = -2438336.603698
  nChanged 16
		SP:Iteration 50Q (49822.050000 sec): 3 clusters
  Score: Raw -2449569.588313 + Penalty 11227.288879 = -2438342.299433
  nChanged 17
		SP:Iteration 51Q (49822.110000 sec): 3 clusters
  Score: Raw -2449576.431855 + Penalty 11227.288879 = -2438349.142975
  nChanged 13
		SP:Iteration 52Q (49822.180000 sec): 3 clusters
  Score: Raw -2449580.508448 + Penalty 11227.288879 = -2438353.219569
  nChanged 12
		SP:Iteration 53Q (49822.240000 sec): 3 clusters
  Score: Raw -2449583.679206 + Penalty 11227.288879 = -2438356.390327
  nChanged 10
		SP:Iteration 54Q (49822.310000 sec): 3 clusters
  Score: Raw -2449586.582552 + Penalty 11227.288879 = -2438359.293672
  nChanged 10
		SP:Iteration 55Q (49822.370000 sec): 3 clusters
  Score: Raw -2449590.084110 + Penalty 11227.288879 = -2438362.795231
  nChanged 13
		SP:Iteration 56Q (49822.440000 sec): 3 clusters
  Score: Raw -2449594.021912 + Penalty 11227.288879 = -2438366.733033
  nChanged 10
		SP:Iteration 57Q (49822.500000 sec): 3 clusters
  Score: Raw -2449596.566737 + Penalty 11227.288879 = -2438369.277857
  nChanged 7
		SP:Iteration 58Q (49822.570000 sec): 3 clusters
  Score: Raw -2449598.450931 + Penalty 11227.288879 = -2438371.162051
  nChanged 3
		SP:Iteration 59Q (49822.630000 sec): 3 clusters
  Score: Raw -2449599.003036 + Penalty 11227.288879 = -2438371.714156
  nChanged 2
		SP:Iteration 60F (49822.700000 sec): 3 clusters
  Score: Raw -2449599.324684 + Penalty 11227.288879 = -2438372.035805
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49822.800000 sec): 2 clusters
  Score: Raw -3768990.250428 + Penalty 5877.556647 = -3763112.693780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49822.900000 sec): 3 clusters
  Score: Raw -3761660.568475 + Penalty 11755.113295 = -3749905.455181
  nChanged 5822
		SP:Iteration 1F (49823.010000 sec): 3 clusters
  Score: Raw -3765189.253622 + Penalty 11755.113295 = -3753434.140327
  nChanged 1236
		SP:Iteration 2F (49823.120000 sec): 3 clusters
  Score: Raw -3766227.749252 + Penalty 11755.113295 = -3754472.635957
  nChanged 1001
		SP:Iteration 3F (49823.230000 sec): 3 clusters
  Score: Raw -3767079.309479 + Penalty 11755.113295 = -3755324.196184
  nChanged 839
		SP:Iteration 4F (49823.340000 sec): 3 clusters
  Score: Raw -3767716.445688 + Penalty 11755.113295 = -3755961.332393
  nChanged 757
		SP:Iteration 5F (49823.440000 sec): 3 clusters
  Score: Raw -3768213.467843 + Penalty 11755.113295 = -3756458.354548
  nChanged 605
		SP:Iteration 6Q (49823.550000 sec): 3 clusters
  Score: Raw -3768573.600517 + Penalty 11755.113295 = -3756818.487223
  nChanged 471
		SP:Iteration 7Q (49823.650000 sec): 3 clusters
  Score: Raw -3768841.956849 + Penalty 11755.113295 = -3757086.843554
  nChanged 414
		SP:Iteration 8Q (49823.760000 sec): 3 clusters
  Score: Raw -3769064.987921 + Penalty 11755.113295 = -3757309.874626
  nChanged 325
		SP:Iteration 9Q (49823.860000 sec): 3 clusters
  Score: Raw -3769217.381748 + Penalty 11755.113295 = -3757462.268454
  nChanged 270
		SP:Iteration 10Q (49823.970000 sec): 3 clusters
  Score: Raw -3769334.521852 + Penalty 11755.113295 = -3757579.408557
  nChanged 244
		SP:Iteration 11Q (49824.070000 sec): 3 clusters
  Score: Raw -3769424.875845 + Penalty 11755.113295 = -3757669.762550
  nChanged 208
		SP:Iteration 12Q (49824.180000 sec): 3 clusters
  Score: Raw -3769501.924132 + Penalty 11755.113295 = -3757746.810837
  nChanged 153
		SP:Iteration 13Q (49824.280000 sec): 3 clusters
  Score: Raw -3769553.430324 + Penalty 11755.113295 = -3757798.317030
  nChanged 136
		SP:Iteration 14Q (49824.390000 sec): 3 clusters
  Score: Raw -3769594.612336 + Penalty 11755.113295 = -3757839.499042
  nChanged 103
		SP:Iteration 15Q (49824.490000 sec): 3 clusters
  Score: Raw -3769625.657820 + Penalty 11755.113295 = -3757870.544525
  nChanged 102
		SP:Iteration 16Q (49824.600000 sec): 3 clusters
  Score: Raw -3769653.658522 + Penalty 11755.113295 = -3757898.545228
  nChanged 100
		SP:Iteration 17Q (49824.700000 sec): 3 clusters
  Score: Raw -3769684.310252 + Penalty 11755.113295 = -3757929.196957
  nChanged 85
		SP:Iteration 18Q (49824.800000 sec): 3 clusters
  Score: Raw -3769713.736413 + Penalty 11755.113295 = -3757958.623118
  nChanged 116
		SP:Iteration 19Q (49824.910000 sec): 3 clusters
  Score: Raw -3769764.455669 + Penalty 11755.113295 = -3758009.342375
  nChanged 127
		SP:Iteration 20F (49825.020000 sec): 3 clusters
  Score: Raw -3769819.064564 + Penalty 11755.113295 = -3758063.951269
  nChanged 152
		SP:Iteration 21Q (49825.120000 sec): 3 clusters
  Score: Raw -3769896.217363 + Penalty 11755.113295 = -3758141.104069
  nChanged 154
		SP:Iteration 22Q (49825.230000 sec): 3 clusters
  Score: Raw -3769971.680011 + Penalty 11755.113295 = -3758216.566716
  nChanged 170
		SP:Iteration 23Q (49825.330000 sec): 3 clusters
  Score: Raw -3770063.352820 + Penalty 11755.113295 = -3758308.239525
  nChanged 197
		SP:Iteration 24Q (49825.440000 sec): 3 clusters
  Score: Raw -3770162.803448 + Penalty 11755.113295 = -3758407.690153
  nChanged 188
		SP:Iteration 25Q (49825.540000 sec): 3 clusters
  Score: Raw -3770253.091325 + Penalty 11755.113295 = -3758497.978031
  nChanged 169
		SP:Iteration 26Q (49825.640000 sec): 3 clusters
  Score: Raw -3770329.486349 + Penalty 11755.113295 = -3758574.373055
  nChanged 155
		SP:Iteration 27Q (49825.750000 sec): 3 clusters
  Score: Raw -3770394.281549 + Penalty 11755.113295 = -3758639.168254
  nChanged 135
		SP:Iteration 28Q (49825.850000 sec): 3 clusters
  Score: Raw -3770446.926495 + Penalty 11755.113295 = -3758691.813201
  nChanged 132
		SP:Iteration 29Q (49825.950000 sec): 3 clusters
  Score: Raw -3770492.273590 + Penalty 11755.113295 = -3758737.160296
  nChanged 97
		SP:Iteration 30Q (49826.060000 sec): 3 clusters
  Score: Raw -3770523.375847 + Penalty 11755.113295 = -3758768.262552
  nChanged 86
		SP:Iteration 31Q (49826.160000 sec): 3 clusters
  Score: Raw -3770548.599229 + Penalty 11755.113295 = -3758793.485934
  nChanged 79
		SP:Iteration 32Q (49826.260000 sec): 3 clusters
  Score: Raw -3770571.124891 + Penalty 11755.113295 = -3758816.011597
  nChanged 65
		SP:Iteration 33Q (49826.360000 sec): 3 clusters
  Score: Raw -3770587.824369 + Penalty 11755.113295 = -3758832.711075
  nChanged 55
		SP:Iteration 34Q (49826.470000 sec): 3 clusters
  Score: Raw -3770604.049303 + Penalty 11755.113295 = -3758848.936008
  nChanged 56
		SP:Iteration 35Q (49826.570000 sec): 3 clusters
  Score: Raw -3770619.281324 + Penalty 11755.113295 = -3758864.168029
  nChanged 47
		SP:Iteration 36Q (49826.670000 sec): 3 clusters
  Score: Raw -3770632.384310 + Penalty 11755.113295 = -3758877.271015
  nChanged 35
		SP:Iteration 37Q (49826.780000 sec): 3 clusters
  Score: Raw -3770641.503878 + Penalty 11755.113295 = -3758886.390583
  nChanged 25
		SP:Iteration 38Q (49826.880000 sec): 3 clusters
  Score: Raw -3770647.368476 + Penalty 11755.113295 = -3758892.255181
  nChanged 23
		SP:Iteration 39Q (49826.980000 sec): 3 clusters
  Score: Raw -3770653.623594 + Penalty 11755.113295 = -3758898.510299
  nChanged 23
		SP:Iteration 40F (49827.090000 sec): 3 clusters
  Score: Raw -3770660.234429 + Penalty 11755.113295 = -3758905.121134
  nChanged 18
		SP:Iteration 41Q (49827.190000 sec): 3 clusters
  Score: Raw -3770664.823417 + Penalty 11755.113295 = -3758909.710122
  nChanged 19
		SP:Iteration 42Q (49827.300000 sec): 3 clusters
  Score: Raw -3770669.160013 + Penalty 11755.113295 = -3758914.046718
  nChanged 9
		SP:Iteration 43Q (49827.400000 sec): 3 clusters
  Score: Raw -3770671.048575 + Penalty 11755.113295 = -3758915.935280
  nChanged 11
		SP:Iteration 44Q (49827.500000 sec): 3 clusters
  Score: Raw -3770672.984473 + Penalty 11755.113295 = -3758917.871179
  nChanged 6
		SP:Iteration 45Q (49827.600000 sec): 3 clusters
  Score: Raw -3770674.047337 + Penalty 11755.113295 = -3758918.934042
  nChanged 0
		SP:Iteration 46F (49827.710000 sec): 3 clusters
  Score: Raw -3770674.047337 + Penalty 11755.113295 = -3758918.934042
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49828.120000 sec): 2 clusters
  Score: Raw -16607544.911614 + Penalty 6760.478088 = -16600784.433525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49828.580000 sec): 3 clusters
  Score: Raw -16570891.948450 + Penalty 13520.956177 = -16557370.992274
  nChanged 27687
		SP:Iteration 1F (49829.040000 sec): 3 clusters
  Score: Raw -16585536.907244 + Penalty 13520.956177 = -16572015.951067
  nChanged 2917
		SP:Iteration 2Q (49829.520000 sec): 3 clusters
  Score: Raw -16586443.441501 + Penalty 13520.956177 = -16572922.485325
  nChanged 2537
		SP:Iteration 3Q (49829.990000 sec): 3 clusters
  Score: Raw -16587174.381890 + Penalty 13520.956177 = -16573653.425713
  nChanged 2228
		SP:Iteration 4Q (49830.460000 sec): 3 clusters
  Score: Raw -16587814.239421 + Penalty 13520.956177 = -16574293.283244
  nChanged 2044
		SP:Iteration 5Q (49830.920000 sec): 3 clusters
  Score: Raw -16588446.816937 + Penalty 13520.956177 = -16574925.860760
  nChanged 2167
		SP:Iteration 6Q (49831.380000 sec): 3 clusters
  Score: Raw -16589217.917983 + Penalty 13520.956177 = -16575696.961806
  nChanged 2474
		SP:Iteration 7Q (49831.840000 sec): 3 clusters
  Score: Raw -16590344.227794 + Penalty 13520.956177 = -16576823.271617
  nChanged 3058
		SP:Iteration 8Q (49832.290000 sec): 3 clusters
  Score: Raw -16592034.016302 + Penalty 13520.956177 = -16578513.060125
  nChanged 3621
		SP:Iteration 9F (49832.750000 sec): 3 clusters
  Score: Raw -16594334.287736 + Penalty 13520.956177 = -16580813.331559
  nChanged 3889
		SP:Iteration 10F (49833.200000 sec): 3 clusters
  Score: Raw -16597008.767017 + Penalty 13520.956177 = -16583487.810840
  nChanged 3884
		SP:Iteration 11F (49833.650000 sec): 3 clusters
  Score: Raw -16599633.379227 + Penalty 13520.956177 = -16586112.423050
  nChanged 3398
		SP:Iteration 12F (49834.110000 sec): 3 clusters
  Score: Raw -16601868.308281 + Penalty 13520.956177 = -16588347.352104
  nChanged 2831
		SP:Iteration 13Q (49834.560000 sec): 3 clusters
  Score: Raw -16603657.531881 + Penalty 13520.956177 = -16590136.575704
  nChanged 2235
		SP:Iteration 14Q (49835.020000 sec): 3 clusters
  Score: Raw -16605000.955045 + Penalty 13520.956177 = -16591479.998868
  nChanged 1786
		SP:Iteration 15Q (49835.470000 sec): 3 clusters
  Score: Raw -16606080.147519 + Penalty 13520.956177 = -16592559.191342
  nChanged 1451
		SP:Iteration 16Q (49835.920000 sec): 3 clusters
  Score: Raw -16606929.356846 + Penalty 13520.956177 = -16593408.400669
  nChanged 1183
		SP:Iteration 17Q (49836.370000 sec): 3 clusters
  Score: Raw -16607618.829909 + Penalty 13520.956177 = -16594097.873732
  nChanged 885
		SP:Iteration 18Q (49836.810000 sec): 3 clusters
  Score: Raw -16608125.251253 + Penalty 13520.956177 = -16594604.295077
  nChanged 684
		SP:Iteration 19Q (49837.230000 sec): 3 clusters
  Score: Raw -16608504.370870 + Penalty 13520.956177 = -16594983.414693
  nChanged 522
		SP:Iteration 20F (49837.680000 sec): 3 clusters
  Score: Raw -16608787.471115 + Penalty 13520.956177 = -16595266.514938
  nChanged 397
		SP:Iteration 21Q (49838.090000 sec): 3 clusters
  Score: Raw -16608986.854631 + Penalty 13520.956177 = -16595465.898454
  nChanged 291
		SP:Iteration 22Q (49838.480000 sec): 3 clusters
  Score: Raw -16609123.310896 + Penalty 13520.956177 = -16595602.354720
  nChanged 224
		SP:Iteration 23Q (49838.870000 sec): 3 clusters
  Score: Raw -16609219.109156 + Penalty 13520.956177 = -16595698.152979
  nChanged 189
		SP:Iteration 24Q (49839.260000 sec): 3 clusters
  Score: Raw -16609294.279386 + Penalty 13520.956177 = -16595773.323209
  nChanged 144
		SP:Iteration 25Q (49839.650000 sec): 3 clusters
  Score: Raw -16609352.751294 + Penalty 13520.956177 = -16595831.795117
  nChanged 112
		SP:Iteration 26Q (49840.030000 sec): 3 clusters
  Score: Raw -16609396.126630 + Penalty 13520.956177 = -16595875.170453
  nChanged 91
		SP:Iteration 27Q (49840.410000 sec): 3 clusters
  Score: Raw -16609430.424724 + Penalty 13520.956177 = -16595909.468547
  nChanged 85
		SP:Iteration 28Q (49840.790000 sec): 3 clusters
  Score: Raw -16609464.114285 + Penalty 13520.956177 = -16595943.158109
  nChanged 87
		SP:Iteration 29Q (49841.160000 sec): 3 clusters
  Score: Raw -16609496.072045 + Penalty 13520.956177 = -16595975.115868
  nChanged 65
		SP:Iteration 30Q (49841.530000 sec): 3 clusters
  Score: Raw -16609516.479302 + Penalty 13520.956177 = -16595995.523125
  nChanged 48
		SP:Iteration 31Q (49841.910000 sec): 3 clusters
  Score: Raw -16609533.156828 + Penalty 13520.956177 = -16596012.200652
  nChanged 45
		SP:Iteration 32Q (49842.280000 sec): 3 clusters
  Score: Raw -16609547.306747 + Penalty 13520.956177 = -16596026.350570
  nChanged 40
		SP:Iteration 33Q (49842.650000 sec): 3 clusters
  Score: Raw -16609560.485308 + Penalty 13520.956177 = -16596039.529131
  nChanged 28
		SP:Iteration 34Q (49843.030000 sec): 3 clusters
  Score: Raw -16609569.943280 + Penalty 13520.956177 = -16596048.987104
  nChanged 27
		SP:Iteration 35Q (49843.400000 sec): 3 clusters
  Score: Raw -16609580.043229 + Penalty 13520.956177 = -16596059.087052
  nChanged 19
		SP:Iteration 36Q (49843.770000 sec): 3 clusters
  Score: Raw -16609585.419628 + Penalty 13520.956177 = -16596064.463451
  nChanged 16
		SP:Iteration 37Q (49844.140000 sec): 3 clusters
  Score: Raw -16609590.084897 + Penalty 13520.956177 = -16596069.128720
  nChanged 16
		SP:Iteration 38Q (49844.510000 sec): 3 clusters
  Score: Raw -16609594.394987 + Penalty 13520.956177 = -16596073.438810
  nChanged 5
		SP:Iteration 39Q (49844.870000 sec): 3 clusters
  Score: Raw -16609595.721910 + Penalty 13520.956177 = -16596074.765733
  nChanged 8
		SP:Iteration 40F (49845.330000 sec): 3 clusters
  Score: Raw -16609598.636340 + Penalty 13520.956177 = -16596077.680164
  nChanged 4
		SP:Iteration 41Q (49845.700000 sec): 3 clusters
  Score: Raw -16609599.428540 + Penalty 13520.956177 = -16596078.472363
  nChanged 6
		SP:Iteration 42Q (49846.070000 sec): 3 clusters
  Score: Raw -16609600.553735 + Penalty 13520.956177 = -16596079.597558
  nChanged 2
		SP:Iteration 43Q (49846.440000 sec): 3 clusters
  Score: Raw -16609601.328628 + Penalty 13520.956177 = -16596080.372452
  nChanged 3
		SP:Iteration 44Q (49846.810000 sec): 3 clusters
  Score: Raw -16609602.153612 + Penalty 13520.956177 = -16596081.197435
  nChanged 1
		SP:Iteration 45Q (49847.180000 sec): 3 clusters
  Score: Raw -16609602.599192 + Penalty 13520.956177 = -16596081.643015
  nChanged 1
		SP:Iteration 46Q (49847.550000 sec): 3 clusters
  Score: Raw -16609603.084521 + Penalty 13520.956177 = -16596082.128344
  nChanged 1
		SP:Iteration 47Q (49847.920000 sec): 3 clusters
  Score: Raw -16609603.239616 + Penalty 13520.956177 = -16596082.283439
  nChanged 2
		SP:Iteration 48Q (49848.290000 sec): 3 clusters
  Score: Raw -16609603.669783 + Penalty 13520.956177 = -16596082.713606
  nChanged 0
		SP:Iteration 49F (49848.740000 sec): 3 clusters
  Score: Raw -16609603.669783 + Penalty 13520.956177 = -16596082.713606
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (16839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49848.880000 sec): 2 clusters
  Score: Raw -4461784.152129 + Penalty 5960.514903 = -4455823.637226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49849.000000 sec): 3 clusters
  Score: Raw -4453150.785919 + Penalty 11921.029807 = -4441229.756112
  nChanged 6668
		SP:Iteration 1F (49849.130000 sec): 3 clusters
  Score: Raw -4456594.238332 + Penalty 11921.029807 = -4444673.208525
  nChanged 1140
		SP:Iteration 2F (49849.250000 sec): 3 clusters
  Score: Raw -4457166.602107 + Penalty 11921.029807 = -4445245.572300
  nChanged 810
		SP:Iteration 3Q (49849.380000 sec): 3 clusters
  Score: Raw -4457541.559473 + Penalty 11921.029807 = -4445620.529666
  nChanged 635
		SP:Iteration 4Q (49849.500000 sec): 3 clusters
  Score: Raw -4457819.889024 + Penalty 11921.029807 = -4445898.859217
  nChanged 535
		SP:Iteration 5Q (49849.630000 sec): 3 clusters
  Score: Raw -4458065.387438 + Penalty 11921.029807 = -4446144.357631
  nChanged 530
		SP:Iteration 6Q (49849.750000 sec): 3 clusters
  Score: Raw -4458313.095957 + Penalty 11921.029807 = -4446392.066150
  nChanged 522
		SP:Iteration 7Q (49849.870000 sec): 3 clusters
  Score: Raw -4458548.129755 + Penalty 11921.029807 = -4446627.099948
  nChanged 454
		SP:Iteration 8Q (49850.000000 sec): 3 clusters
  Score: Raw -4458753.298489 + Penalty 11921.029807 = -4446832.268682
  nChanged 434
		SP:Iteration 9Q (49850.120000 sec): 3 clusters
  Score: Raw -4458934.302463 + Penalty 11921.029807 = -4447013.272656
  nChanged 397
		SP:Iteration 10Q (49850.250000 sec): 3 clusters
  Score: Raw -4459102.083041 + Penalty 11921.029807 = -4447181.053234
  nChanged 410
		SP:Iteration 11Q (49850.370000 sec): 3 clusters
  Score: Raw -4459273.810659 + Penalty 11921.029807 = -4447352.780852
  nChanged 383
		SP:Iteration 12Q (49850.490000 sec): 3 clusters
  Score: Raw -4459436.373436 + Penalty 11921.029807 = -4447515.343630
  nChanged 392
		SP:Iteration 13Q (49850.620000 sec): 3 clusters
  Score: Raw -4459604.877735 + Penalty 11921.029807 = -4447683.847928
  nChanged 407
		SP:Iteration 14Q (49850.750000 sec): 3 clusters
  Score: Raw -4459786.534968 + Penalty 11921.029807 = -4447865.505161
  nChanged 409
		SP:Iteration 15Q (49850.870000 sec): 3 clusters
  Score: Raw -4459986.788444 + Penalty 11921.029807 = -4448065.758637
  nChanged 448
		SP:Iteration 16Q (49850.990000 sec): 3 clusters
  Score: Raw -4460210.998693 + Penalty 11921.029807 = -4448289.968886
  nChanged 447
		SP:Iteration 17Q (49851.110000 sec): 3 clusters
  Score: Raw -4460442.562041 + Penalty 11921.029807 = -4448521.532234
  nChanged 446
		SP:Iteration 18Q (49851.240000 sec): 3 clusters
  Score: Raw -4460673.121545 + Penalty 11921.029807 = -4448752.091738
  nChanged 446
		SP:Iteration 19Q (49851.360000 sec): 3 clusters
  Score: Raw -4460919.624872 + Penalty 11921.029807 = -4448998.595065
  nChanged 470
		SP:Iteration 20F (49851.490000 sec): 3 clusters
  Score: Raw -4461192.558681 + Penalty 11921.029807 = -4449271.528874
  nChanged 431
		SP:Iteration 21Q (49851.610000 sec): 3 clusters
  Score: Raw -4461434.873108 + Penalty 11921.029807 = -4449513.843301
  nChanged 395
		SP:Iteration 22Q (49851.730000 sec): 3 clusters
  Score: Raw -4461655.342658 + Penalty 11921.029807 = -4449734.312851
  nChanged 355
		SP:Iteration 23Q (49851.860000 sec): 3 clusters
  Score: Raw -4461854.962530 + Penalty 11921.029807 = -4449933.932723
  nChanged 307
		SP:Iteration 24Q (49851.980000 sec): 3 clusters
  Score: Raw -4462029.486485 + Penalty 11921.029807 = -4450108.456678
  nChanged 237
		SP:Iteration 25Q (49852.100000 sec): 3 clusters
  Score: Raw -4462159.832901 + Penalty 11921.029807 = -4450238.803094
  nChanged 226
		SP:Iteration 26Q (49852.220000 sec): 3 clusters
  Score: Raw -4462275.053076 + Penalty 11921.029807 = -4450354.023269
  nChanged 172
		SP:Iteration 27Q (49852.340000 sec): 3 clusters
  Score: Raw -4462372.483570 + Penalty 11921.029807 = -4450451.453763
  nChanged 158
		SP:Iteration 28Q (49852.460000 sec): 3 clusters
  Score: Raw -4462455.992633 + Penalty 11921.029807 = -4450534.962826
  nChanged 143
		SP:Iteration 29Q (49852.580000 sec): 3 clusters
  Score: Raw -4462526.708539 + Penalty 11921.029807 = -4450605.678732
  nChanged 115
		SP:Iteration 30Q (49852.700000 sec): 3 clusters
  Score: Raw -4462578.841683 + Penalty 11921.029807 = -4450657.811876
  nChanged 87
		SP:Iteration 31Q (49852.820000 sec): 3 clusters
  Score: Raw -4462619.933112 + Penalty 11921.029807 = -4450698.903305
  nChanged 72
		SP:Iteration 32Q (49852.940000 sec): 3 clusters
  Score: Raw -4462658.672718 + Penalty 11921.029807 = -4450737.642911
  nChanged 68
		SP:Iteration 33Q (49853.060000 sec): 3 clusters
  Score: Raw -4462690.347377 + Penalty 11921.029807 = -4450769.317570
  nChanged 41
		SP:Iteration 34Q (49853.180000 sec): 3 clusters
  Score: Raw -4462709.617749 + Penalty 11921.029807 = -4450788.587942
  nChanged 39
		SP:Iteration 35Q (49853.290000 sec): 3 clusters
  Score: Raw -4462728.732941 + Penalty 11921.029807 = -4450807.703134
  nChanged 34
		SP:Iteration 36Q (49853.410000 sec): 3 clusters
  Score: Raw -4462744.774742 + Penalty 11921.029807 = -4450823.744935
  nChanged 42
		SP:Iteration 37Q (49853.530000 sec): 3 clusters
  Score: Raw -4462761.329282 + Penalty 11921.029807 = -4450840.299475
  nChanged 28
		SP:Iteration 38Q (49853.650000 sec): 3 clusters
  Score: Raw -4462774.786883 + Penalty 11921.029807 = -4450853.757076
  nChanged 24
		SP:Iteration 39Q (49853.760000 sec): 3 clusters
  Score: Raw -4462786.339637 + Penalty 11921.029807 = -4450865.309831
  nChanged 22
		SP:Iteration 40F (49853.890000 sec): 3 clusters
  Score: Raw -4462795.865679 + Penalty 11921.029807 = -4450874.835872
  nChanged 15
		SP:Iteration 41Q (49854.000000 sec): 3 clusters
  Score: Raw -4462802.723589 + Penalty 11921.029807 = -4450881.693782
  nChanged 11
		SP:Iteration 42Q (49854.120000 sec): 3 clusters
  Score: Raw -4462807.643620 + Penalty 11921.029807 = -4450886.613813
  nChanged 6
		SP:Iteration 43Q (49854.240000 sec): 3 clusters
  Score: Raw -4462810.153860 + Penalty 11921.029807 = -4450889.124053
  nChanged 7
		SP:Iteration 44Q (49854.350000 sec): 3 clusters
  Score: Raw -4462812.765250 + Penalty 11921.029807 = -4450891.735443
  nChanged 9
		SP:Iteration 45Q (49854.470000 sec): 3 clusters
  Score: Raw -4462816.278363 + Penalty 11921.029807 = -4450895.248556
  nChanged 9
		SP:Iteration 46Q (49854.590000 sec): 3 clusters
  Score: Raw -4462819.603917 + Penalty 11921.029807 = -4450898.574111
  nChanged 6
		SP:Iteration 47Q (49854.700000 sec): 3 clusters
  Score: Raw -4462822.463643 + Penalty 11921.029807 = -4450901.433836
  nChanged 6
		SP:Iteration 48Q (49854.820000 sec): 3 clusters
  Score: Raw -4462825.326195 + Penalty 11921.029807 = -4450904.296388
  nChanged 7
		SP:Iteration 49Q (49854.930000 sec): 3 clusters
  Score: Raw -4462829.047888 + Penalty 11921.029807 = -4450908.018081
  nChanged 6
		SP:Iteration 50Q (49855.050000 sec): 3 clusters
  Score: Raw -4462831.711098 + Penalty 11921.029807 = -4450910.681291
  nChanged 4
		SP:Iteration 51Q (49855.170000 sec): 3 clusters
  Score: Raw -4462832.939176 + Penalty 11921.029807 = -4450911.909369
  nChanged 4
		SP:Iteration 52Q (49855.280000 sec): 3 clusters
  Score: Raw -4462833.849085 + Penalty 11921.029807 = -4450912.819278
  nChanged 2
		SP:Iteration 53Q (49855.400000 sec): 3 clusters
  Score: Raw -4462834.345770 + Penalty 11921.029807 = -4450913.315963
  nChanged 1
		SP:Iteration 54Q (49855.520000 sec): 3 clusters
  Score: Raw -4462834.614801 + Penalty 11921.029807 = -4450913.584994
  nChanged 2
		SP:Iteration 55Q (49855.640000 sec): 3 clusters
  Score: Raw -4462835.378537 + Penalty 11921.029807 = -4450914.348731
  nChanged 3
		SP:Iteration 56Q (49855.760000 sec): 3 clusters
  Score: Raw -4462836.447886 + Penalty 11921.029807 = -4450915.418079
  nChanged 2
		SP:Iteration 57Q (49855.880000 sec): 3 clusters
  Score: Raw -4462837.444432 + Penalty 11921.029807 = -4450916.414625
  nChanged 2
		SP:Iteration 58Q (49856.000000 sec): 3 clusters
  Score: Raw -4462838.048179 + Penalty 11921.029807 = -4450917.018372
  nChanged 1
		SP:Iteration 59Q (49856.120000 sec): 3 clusters
  Score: Raw -4462838.384172 + Penalty 11921.029807 = -4450917.354365
  nChanged 2
		SP:Iteration 60F (49856.250000 sec): 3 clusters
  Score: Raw -4462838.973115 + Penalty 11921.029807 = -4450917.943308
  nChanged 1
		SP:Iteration 61Q (49856.360000 sec): 3 clusters
  Score: Raw -4462839.195304 + Penalty 11921.029807 = -4450918.165497
  nChanged 1
		SP:Iteration 62Q (49856.480000 sec): 3 clusters
  Score: Raw -4462839.968458 + Penalty 11921.029807 = -4450918.938651
  nChanged 1
		SP:Iteration 63Q (49856.600000 sec): 3 clusters
  Score: Raw -4462840.371927 + Penalty 11921.029807 = -4450919.342120
  nChanged 2
		SP:Iteration 64Q (49856.720000 sec): 3 clusters
  Score: Raw -4462841.310757 + Penalty 11921.029807 = -4450920.280950
  nChanged 4
		SP:Iteration 65Q (49856.840000 sec): 3 clusters
  Score: Raw -4462843.434984 + Penalty 11921.029807 = -4450922.405177
  nChanged 5
		SP:Iteration 66Q (49856.960000 sec): 3 clusters
  Score: Raw -4462845.609701 + Penalty 11921.029807 = -4450924.579894
  nChanged 8
		SP:Iteration 67Q (49857.080000 sec): 3 clusters
  Score: Raw -4462849.495264 + Penalty 11921.029807 = -4450928.465457
  nChanged 5
		SP:Iteration 68Q (49857.200000 sec): 3 clusters
  Score: Raw -4462852.302548 + Penalty 11921.029807 = -4450931.272741
  nChanged 2
		SP:Iteration 69Q (49857.320000 sec): 3 clusters
  Score: Raw -4462853.571536 + Penalty 11921.029807 = -4450932.541729
  nChanged 1
		SP:Iteration 70Q (49857.440000 sec): 3 clusters
  Score: Raw -4462854.098350 + Penalty 11921.029807 = -4450933.068543
  nChanged 4
		SP:Iteration 71Q (49857.560000 sec): 3 clusters
  Score: Raw -4462856.859873 + Penalty 11921.029807 = -4450935.830066
  nChanged 6
		SP:Iteration 72Q (49857.680000 sec): 3 clusters
  Score: Raw -4462860.026382 + Penalty 11921.029807 = -4450938.996575
  nChanged 5
		SP:Iteration 73Q (49857.800000 sec): 3 clusters
  Score: Raw -4462862.926670 + Penalty 11921.029807 = -4450941.896863
  nChanged 8
		SP:Iteration 74Q (49857.920000 sec): 3 clusters
  Score: Raw -4462866.107691 + Penalty 11921.029807 = -4450945.077884
  nChanged 12
		SP:Iteration 75Q (49858.030000 sec): 3 clusters
  Score: Raw -4462870.453303 + Penalty 11921.029807 = -4450949.423496
  nChanged 11
		SP:Iteration 76Q (49858.150000 sec): 3 clusters
  Score: Raw -4462875.006269 + Penalty 11921.029807 = -4450953.976462
  nChanged 8
		SP:Iteration 77Q (49858.280000 sec): 3 clusters
  Score: Raw -4462877.989111 + Penalty 11921.029807 = -4450956.959304
  nChanged 7
		SP:Iteration 78Q (49858.400000 sec): 3 clusters
  Score: Raw -4462882.541254 + Penalty 11921.029807 = -4450961.511447
  nChanged 12
		SP:Iteration 79Q (49858.520000 sec): 3 clusters
  Score: Raw -4462888.968777 + Penalty 11921.029807 = -4450967.938970
  nChanged 10
		SP:Iteration 80F (49858.650000 sec): 3 clusters
  Score: Raw -4462893.825505 + Penalty 11921.029807 = -4450972.795698
  nChanged 6
		SP:Iteration 81Q (49858.770000 sec): 3 clusters
  Score: Raw -4462897.383652 + Penalty 11921.029807 = -4450976.353845
  nChanged 5
		SP:Iteration 82Q (49858.890000 sec): 3 clusters
  Score: Raw -4462900.440820 + Penalty 11921.029807 = -4450979.411013
  nChanged 5
		SP:Iteration 83Q (49859.010000 sec): 3 clusters
  Score: Raw -4462902.855229 + Penalty 11921.029807 = -4450981.825422
  nChanged 5
		SP:Iteration 84Q (49859.120000 sec): 3 clusters
  Score: Raw -4462906.196642 + Penalty 11921.029807 = -4450985.166835
  nChanged 4
		SP:Iteration 85Q (49859.240000 sec): 3 clusters
  Score: Raw -4462907.982503 + Penalty 11921.029807 = -4450986.952696
  nChanged 3
		SP:Iteration 86Q (49859.360000 sec): 3 clusters
  Score: Raw -4462909.707370 + Penalty 11921.029807 = -4450988.677563
  nChanged 1
		SP:Iteration 87Q (49859.480000 sec): 3 clusters
  Score: Raw -4462909.878668 + Penalty 11921.029807 = -4450988.848861
  nChanged 0
		SP:Iteration 88F (49859.610000 sec): 3 clusters
  Score: Raw -4462909.878668 + Penalty 11921.029807 = -4450988.848861
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (45715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49859.910000 sec): 2 clusters
  Score: Raw -11977820.091674 + Penalty 6572.236322 = -11971247.855352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49860.260000 sec): 3 clusters
  Score: Raw -11951500.650256 + Penalty 13144.472644 = -11938356.177611
  nChanged 19943
		SP:Iteration 1F (49860.600000 sec): 3 clusters
  Score: Raw -11962051.306095 + Penalty 13144.472644 = -11948906.833451
  nChanged 2510
		SP:Iteration 2F (49860.950000 sec): 3 clusters
  Score: Raw -11963072.624874 + Penalty 13144.472644 = -11949928.152230
  nChanged 2253
		SP:Iteration 3Q (49861.290000 sec): 3 clusters
  Score: Raw -11963981.797373 + Penalty 13144.472644 = -11950837.324728
  nChanged 2048
		SP:Iteration 4Q (49861.630000 sec): 3 clusters
  Score: Raw -11964918.769857 + Penalty 13144.472644 = -11951774.297212
  nChanged 2047
		SP:Iteration 5Q (49861.960000 sec): 3 clusters
  Score: Raw -11965995.793162 + Penalty 13144.472644 = -11952851.320517
  nChanged 2179
		SP:Iteration 6Q (49862.300000 sec): 3 clusters
  Score: Raw -11967169.313754 + Penalty 13144.472644 = -11954024.841109
  nChanged 2214
		SP:Iteration 7Q (49862.640000 sec): 3 clusters
  Score: Raw -11968354.985714 + Penalty 13144.472644 = -11955210.513069
  nChanged 2315
		SP:Iteration 8F (49862.990000 sec): 3 clusters
  Score: Raw -11969588.018655 + Penalty 13144.472644 = -11956443.546010
  nChanged 2306
		SP:Iteration 9F (49863.330000 sec): 3 clusters
  Score: Raw -11970756.595310 + Penalty 13144.472644 = -11957612.122665
  nChanged 2134
		SP:Iteration 10Q (49863.680000 sec): 3 clusters
  Score: Raw -11971805.134361 + Penalty 13144.472644 = -11958660.661716
  nChanged 1817
		SP:Iteration 11Q (49864.020000 sec): 3 clusters
  Score: Raw -11972637.427114 + Penalty 13144.472644 = -11959492.954470
  nChanged 1532
		SP:Iteration 12Q (49864.350000 sec): 3 clusters
  Score: Raw -11973284.480553 + Penalty 13144.472644 = -11960140.007908
  nChanged 1271
		SP:Iteration 13Q (49864.690000 sec): 3 clusters
  Score: Raw -11973804.510834 + Penalty 13144.472644 = -11960660.038190
  nChanged 1105
		SP:Iteration 14Q (49865.020000 sec): 3 clusters
  Score: Raw -11974253.869928 + Penalty 13144.472644 = -11961109.397284
  nChanged 978
		SP:Iteration 15Q (49865.350000 sec): 3 clusters
  Score: Raw -11974627.150674 + Penalty 13144.472644 = -11961482.678030
  nChanged 878
		SP:Iteration 16Q (49865.700000 sec): 3 clusters
  Score: Raw -11974951.257590 + Penalty 13144.472644 = -11961806.784946
  nChanged 780
		SP:Iteration 17Q (49866.040000 sec): 3 clusters
  Score: Raw -11975256.140961 + Penalty 13144.472644 = -11962111.668317
  nChanged 789
		SP:Iteration 18Q (49866.380000 sec): 3 clusters
  Score: Raw -11975575.913297 + Penalty 13144.472644 = -11962431.440652
  nChanged 745
		SP:Iteration 19Q (49866.730000 sec): 3 clusters
  Score: Raw -11975876.497316 + Penalty 13144.472644 = -11962732.024672
  nChanged 722
		SP:Iteration 20F (49867.070000 sec): 3 clusters
  Score: Raw -11976185.836005 + Penalty 13144.472644 = -11963041.363361
  nChanged 712
		SP:Iteration 21Q (49867.420000 sec): 3 clusters
  Score: Raw -11976506.247192 + Penalty 13144.472644 = -11963361.774548
  nChanged 711
		SP:Iteration 22Q (49867.760000 sec): 3 clusters
  Score: Raw -11976833.596400 + Penalty 13144.472644 = -11963689.123755
  nChanged 649
		SP:Iteration 23Q (49868.110000 sec): 3 clusters
  Score: Raw -11977157.304773 + Penalty 13144.472644 = -11964012.832128
  nChanged 592
		SP:Iteration 24Q (49868.450000 sec): 3 clusters
  Score: Raw -11977462.492920 + Penalty 13144.472644 = -11964318.020276
  nChanged 567
		SP:Iteration 25Q (49868.790000 sec): 3 clusters
  Score: Raw -11977777.612322 + Penalty 13144.472644 = -11964633.139678
  nChanged 516
		SP:Iteration 26Q (49869.130000 sec): 3 clusters
  Score: Raw -11978062.523861 + Penalty 13144.472644 = -11964918.051216
  nChanged 448
		SP:Iteration 27Q (49869.470000 sec): 3 clusters
  Score: Raw -11978305.542487 + Penalty 13144.472644 = -11965161.069842
  nChanged 354
		SP:Iteration 28Q (49869.800000 sec): 3 clusters
  Score: Raw -11978499.555740 + Penalty 13144.472644 = -11965355.083095
  nChanged 275
		SP:Iteration 29Q (49870.120000 sec): 3 clusters
  Score: Raw -11978642.159153 + Penalty 13144.472644 = -11965497.686509
  nChanged 242
		SP:Iteration 30Q (49870.450000 sec): 3 clusters
  Score: Raw -11978766.899514 + Penalty 13144.472644 = -11965622.426870
  nChanged 175
		SP:Iteration 31Q (49870.770000 sec): 3 clusters
  Score: Raw -11978856.134228 + Penalty 13144.472644 = -11965711.661584
  nChanged 141
		SP:Iteration 32Q (49871.080000 sec): 3 clusters
  Score: Raw -11978933.714051 + Penalty 13144.472644 = -11965789.241407
  nChanged 134
		SP:Iteration 33Q (49871.390000 sec): 3 clusters
  Score: Raw -11979010.412177 + Penalty 13144.472644 = -11965865.939533
  nChanged 106
		SP:Iteration 34Q (49871.680000 sec): 3 clusters
  Score: Raw -11979069.097133 + Penalty 13144.472644 = -11965924.624488
  nChanged 89
		SP:Iteration 35Q (49871.980000 sec): 3 clusters
  Score: Raw -11979112.009365 + Penalty 13144.472644 = -11965967.536720
  nChanged 74
		SP:Iteration 36Q (49872.280000 sec): 3 clusters
  Score: Raw -11979154.856880 + Penalty 13144.472644 = -11966010.384235
  nChanged 72
		SP:Iteration 37Q (49872.580000 sec): 3 clusters
  Score: Raw -11979198.255964 + Penalty 13144.472644 = -11966053.783319
  nChanged 63
		SP:Iteration 38Q (49872.870000 sec): 3 clusters
  Score: Raw -11979231.190417 + Penalty 13144.472644 = -11966086.717773
  nChanged 39
		SP:Iteration 39Q (49873.160000 sec): 3 clusters
  Score: Raw -11979255.824605 + Penalty 13144.472644 = -11966111.351960
  nChanged 34
		SP:Iteration 40F (49873.490000 sec): 3 clusters
  Score: Raw -11979289.896189 + Penalty 13144.472644 = -11966145.423544
  nChanged 36
		SP:Iteration 41Q (49873.780000 sec): 3 clusters
  Score: Raw -11979331.572214 + Penalty 13144.472644 = -11966187.099570
  nChanged 50
		SP:Iteration 42Q (49874.070000 sec): 3 clusters
  Score: Raw -11979376.065631 + Penalty 13144.472644 = -11966231.592987
  nChanged 46
		SP:Iteration 43Q (49874.350000 sec): 3 clusters
  Score: Raw -11979417.405940 + Penalty 13144.472644 = -11966272.933295
  nChanged 49
		SP:Iteration 44Q (49874.620000 sec): 3 clusters
  Score: Raw -11979455.138201 + Penalty 13144.472644 = -11966310.665557
  nChanged 44
		SP:Iteration 45Q (49874.890000 sec): 3 clusters
  Score: Raw -11979495.597959 + Penalty 13144.472644 = -11966351.125315
  nChanged 49
		SP:Iteration 46Q (49875.150000 sec): 3 clusters
  Score: Raw -11979539.068499 + Penalty 13144.472644 = -11966394.595854
  nChanged 39
		SP:Iteration 47Q (49875.420000 sec): 3 clusters
  Score: Raw -11979589.143429 + Penalty 13144.472644 = -11966444.670784
  nChanged 41
		SP:Iteration 48Q (49875.670000 sec): 3 clusters
  Score: Raw -11979633.835734 + Penalty 13144.472644 = -11966489.363090
  nChanged 42
		SP:Iteration 49Q (49875.930000 sec): 3 clusters
  Score: Raw -11979682.646448 + Penalty 13144.472644 = -11966538.173804
  nChanged 45
		SP:Iteration 50Q (49876.190000 sec): 3 clusters
  Score: Raw -11979721.355737 + Penalty 13144.472644 = -11966576.883093
  nChanged 44
		SP:Iteration 51Q (49876.430000 sec): 3 clusters
  Score: Raw -11979759.136325 + Penalty 13144.472644 = -11966614.663680
  nChanged 35
		SP:Iteration 52Q (49876.690000 sec): 3 clusters
  Score: Raw -11979786.091784 + Penalty 13144.472644 = -11966641.619140
  nChanged 29
		SP:Iteration 53Q (49876.930000 sec): 3 clusters
  Score: Raw -11979804.915674 + Penalty 13144.472644 = -11966660.443030
  nChanged 22
		SP:Iteration 54Q (49877.170000 sec): 3 clusters
  Score: Raw -11979817.183026 + Penalty 13144.472644 = -11966672.710381
  nChanged 17
		SP:Iteration 55Q (49877.410000 sec): 3 clusters
  Score: Raw -11979824.306483 + Penalty 13144.472644 = -11966679.833839
  nChanged 9
		SP:Iteration 56Q (49877.650000 sec): 3 clusters
  Score: Raw -11979828.216250 + Penalty 13144.472644 = -11966683.743605
  nChanged 5
		SP:Iteration 57Q (49877.900000 sec): 3 clusters
  Score: Raw -11979832.438583 + Penalty 13144.472644 = -11966687.965938
  nChanged 6
		SP:Iteration 58Q (49878.150000 sec): 3 clusters
  Score: Raw -11979837.378420 + Penalty 13144.472644 = -11966692.905775
  nChanged 7
		SP:Iteration 59Q (49878.390000 sec): 3 clusters
  Score: Raw -11979841.178482 + Penalty 13144.472644 = -11966696.705838
  nChanged 6
		SP:Iteration 60F (49878.730000 sec): 3 clusters
  Score: Raw -11979844.867521 + Penalty 13144.472644 = -11966700.394876
  nChanged 3
		SP:Iteration 61Q (49878.980000 sec): 3 clusters
  Score: Raw -11979846.280873 + Penalty 13144.472644 = -11966701.808229
  nChanged 3
		SP:Iteration 62Q (49879.230000 sec): 3 clusters
  Score: Raw -11979847.330683 + Penalty 13144.472644 = -11966702.858039
  nChanged 3
		SP:Iteration 63Q (49879.470000 sec): 3 clusters
  Score: Raw -11979848.783382 + Penalty 13144.472644 = -11966704.310737
  nChanged 1
		SP:Iteration 64Q (49879.720000 sec): 3 clusters
  Score: Raw -11979849.192701 + Penalty 13144.472644 = -11966704.720056
  nChanged 0
		SP:Iteration 65F (49880.060000 sec): 3 clusters
  Score: Raw -11979849.192701 + Penalty 13144.472644 = -11966704.720056
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49880.100000 sec): 2 clusters
  Score: Raw -373814.396528 + Penalty 4474.839270 = -369339.557258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49880.110000 sec): 3 clusters
  Score: Raw -373718.403756 + Penalty 8949.678540 = -364768.725216
  nChanged 304
		SP:Iteration 1F (49880.130000 sec): 3 clusters
  Score: Raw -374215.589751 + Penalty 8949.678540 = -365265.911211
  nChanged 76
		SP:Iteration 2F (49880.130000 sec): 3 clusters
  Score: Raw -374392.222736 + Penalty 8949.678540 = -365442.544196
  nChanged 42
		SP:Iteration 3Q (49880.150000 sec): 3 clusters
  Score: Raw -374470.524571 + Penalty 8949.678540 = -365520.846030
  nChanged 23
		SP:Iteration 4Q (49880.160000 sec): 3 clusters
  Score: Raw -374507.959687 + Penalty 8949.678540 = -365558.281147
  nChanged 14
		SP:Iteration 5Q (49880.170000 sec): 3 clusters
  Score: Raw -374532.044746 + Penalty 8949.678540 = -365582.366206
  nChanged 8
		SP:Iteration 6Q (49880.180000 sec): 3 clusters
  Score: Raw -374546.290209 + Penalty 8949.678540 = -365596.611669
  nChanged 3
		SP:Iteration 7Q (49880.190000 sec): 3 clusters
  Score: Raw -374553.217013 + Penalty 8949.678540 = -365603.538473
  nChanged 4
		SP:Iteration 8Q (49880.200000 sec): 3 clusters
  Score: Raw -374559.290670 + Penalty 8949.678540 = -365609.612130
  nChanged 2
		SP:Iteration 9Q (49880.210000 sec): 3 clusters
  Score: Raw -374561.261400 + Penalty 8949.678540 = -365611.582860
  nChanged 0
		SP:Iteration 10F (49880.220000 sec): 3 clusters
  Score: Raw -374561.261400 + Penalty 8949.678540 = -365611.582860
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (7082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49880.270000 sec): 2 clusters
  Score: Raw -1882194.487543 + Penalty 5430.003375 = -1876764.484168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49880.320000 sec): 3 clusters
  Score: Raw -1879155.067831 + Penalty 10860.006750 = -1868295.061081
  nChanged 2483
		SP:Iteration 1F (49880.380000 sec): 3 clusters
  Score: Raw -1880876.771574 + Penalty 10860.006750 = -1870016.764824
  nChanged 533
		SP:Iteration 2F (49880.430000 sec): 3 clusters
  Score: Raw -1881266.520039 + Penalty 10860.006750 = -1870406.513289
  nChanged 322
		SP:Iteration 3Q (49880.480000 sec): 3 clusters
  Score: Raw -1881483.877975 + Penalty 10860.006750 = -1870623.871225
  nChanged 216
		SP:Iteration 4Q (49880.530000 sec): 3 clusters
  Score: Raw -1881619.814339 + Penalty 10860.006750 = -1870759.807589
  nChanged 161
		SP:Iteration 5Q (49880.590000 sec): 3 clusters
  Score: Raw -1881737.630562 + Penalty 10860.006750 = -1870877.623812
  nChanged 142
		SP:Iteration 6Q (49880.640000 sec): 3 clusters
  Score: Raw -1881826.406169 + Penalty 10860.006750 = -1870966.399419
  nChanged 129
		SP:Iteration 7Q (49880.690000 sec): 3 clusters
  Score: Raw -1881907.956329 + Penalty 10860.006750 = -1871047.949579
  nChanged 111
		SP:Iteration 8Q (49880.740000 sec): 3 clusters
  Score: Raw -1881971.754930 + Penalty 10860.006750 = -1871111.748180
  nChanged 103
		SP:Iteration 9Q (49880.790000 sec): 3 clusters
  Score: Raw -1882026.065774 + Penalty 10860.006750 = -1871166.059024
  nChanged 89
		SP:Iteration 10Q (49880.840000 sec): 3 clusters
  Score: Raw -1882069.538559 + Penalty 10860.006750 = -1871209.531809
  nChanged 71
		SP:Iteration 11Q (49880.890000 sec): 3 clusters
  Score: Raw -1882110.008179 + Penalty 10860.006750 = -1871250.001429
  nChanged 80
		SP:Iteration 12Q (49880.950000 sec): 3 clusters
  Score: Raw -1882162.170388 + Penalty 10860.006750 = -1871302.163638
  nChanged 81
		SP:Iteration 13Q (49881.000000 sec): 3 clusters
  Score: Raw -1882203.593940 + Penalty 10860.006750 = -1871343.587189
  nChanged 70
		SP:Iteration 14Q (49881.050000 sec): 3 clusters
  Score: Raw -1882237.457028 + Penalty 10860.006750 = -1871377.450278
  nChanged 63
		SP:Iteration 15Q (49881.100000 sec): 3 clusters
  Score: Raw -1882267.293263 + Penalty 10860.006750 = -1871407.286513
  nChanged 55
		SP:Iteration 16Q (49881.150000 sec): 3 clusters
  Score: Raw -1882296.141013 + Penalty 10860.006750 = -1871436.134263
  nChanged 62
		SP:Iteration 17Q (49881.210000 sec): 3 clusters
  Score: Raw -1882330.375342 + Penalty 10860.006750 = -1871470.368592
  nChanged 58
		SP:Iteration 18Q (49881.250000 sec): 3 clusters
  Score: Raw -1882358.710537 + Penalty 10860.006750 = -1871498.703787
  nChanged 57
		SP:Iteration 19Q (49881.310000 sec): 3 clusters
  Score: Raw -1882387.454671 + Penalty 10860.006750 = -1871527.447921
  nChanged 44
		SP:Iteration 20F (49881.360000 sec): 3 clusters
  Score: Raw -1882411.903623 + Penalty 10860.006750 = -1871551.896873
  nChanged 37
		SP:Iteration 21Q (49881.410000 sec): 3 clusters
  Score: Raw -1882429.040855 + Penalty 10860.006750 = -1871569.034105
  nChanged 26
		SP:Iteration 22Q (49881.460000 sec): 3 clusters
  Score: Raw -1882442.174376 + Penalty 10860.006750 = -1871582.167626
  nChanged 29
		SP:Iteration 23Q (49881.510000 sec): 3 clusters
  Score: Raw -1882456.349355 + Penalty 10860.006750 = -1871596.342605
  nChanged 29
		SP:Iteration 24Q (49881.570000 sec): 3 clusters
  Score: Raw -1882470.682846 + Penalty 10860.006750 = -1871610.676096
  nChanged 20
		SP:Iteration 25Q (49881.620000 sec): 3 clusters
  Score: Raw -1882479.857826 + Penalty 10860.006750 = -1871619.851076
  nChanged 27
		SP:Iteration 26Q (49881.670000 sec): 3 clusters
  Score: Raw -1882491.838172 + Penalty 10860.006750 = -1871631.831422
  nChanged 25
		SP:Iteration 27Q (49881.720000 sec): 3 clusters
  Score: Raw -1882502.639779 + Penalty 10860.006750 = -1871642.633029
  nChanged 31
		SP:Iteration 28Q (49881.770000 sec): 3 clusters
  Score: Raw -1882515.933561 + Penalty 10860.006750 = -1871655.926811
  nChanged 21
		SP:Iteration 29Q (49881.820000 sec): 3 clusters
  Score: Raw -1882525.945897 + Penalty 10860.006750 = -1871665.939147
  nChanged 24
		SP:Iteration 30Q (49881.870000 sec): 3 clusters
  Score: Raw -1882537.155390 + Penalty 10860.006750 = -1871677.148640
  nChanged 13
		SP:Iteration 31Q (49881.920000 sec): 3 clusters
  Score: Raw -1882543.181722 + Penalty 10860.006750 = -1871683.174972
  nChanged 9
		SP:Iteration 32Q (49881.970000 sec): 3 clusters
  Score: Raw -1882548.174034 + Penalty 10860.006750 = -1871688.167284
  nChanged 17
		SP:Iteration 33Q (49882.020000 sec): 3 clusters
  Score: Raw -1882556.960957 + Penalty 10860.006750 = -1871696.954207
  nChanged 19
		SP:Iteration 34Q (49882.070000 sec): 3 clusters
  Score: Raw -1882565.725021 + Penalty 10860.006750 = -1871705.718271
  nChanged 23
		SP:Iteration 35Q (49882.110000 sec): 3 clusters
  Score: Raw -1882573.700250 + Penalty 10860.006750 = -1871713.693500
  nChanged 16
		SP:Iteration 36Q (49882.170000 sec): 3 clusters
  Score: Raw -1882580.634355 + Penalty 10860.006750 = -1871720.627605
  nChanged 18
		SP:Iteration 37Q (49882.210000 sec): 3 clusters
  Score: Raw -1882587.963839 + Penalty 10860.006750 = -1871727.957089
  nChanged 12
		SP:Iteration 38Q (49882.260000 sec): 3 clusters
  Score: Raw -1882593.245448 + Penalty 10860.006750 = -1871733.238698
  nChanged 13
		SP:Iteration 39Q (49882.310000 sec): 3 clusters
  Score: Raw -1882599.444568 + Penalty 10860.006750 = -1871739.437818
  nChanged 13
		SP:Iteration 40F (49882.360000 sec): 3 clusters
  Score: Raw -1882606.180683 + Penalty 10860.006750 = -1871746.173933
  nChanged 15
		SP:Iteration 41Q (49882.410000 sec): 3 clusters
  Score: Raw -1882613.047892 + Penalty 10860.006750 = -1871753.041142
  nChanged 17
		SP:Iteration 42Q (49882.460000 sec): 3 clusters
  Score: Raw -1882620.278083 + Penalty 10860.006750 = -1871760.271333
  nChanged 16
		SP:Iteration 43Q (49882.510000 sec): 3 clusters
  Score: Raw -1882627.629889 + Penalty 10860.006750 = -1871767.623139
  nChanged 9
		SP:Iteration 44Q (49882.560000 sec): 3 clusters
  Score: Raw -1882632.062402 + Penalty 10860.006750 = -1871772.055652
  nChanged 15
		SP:Iteration 45Q (49882.610000 sec): 3 clusters
  Score: Raw -1882638.181885 + Penalty 10860.006750 = -1871778.175135
  nChanged 17
		SP:Iteration 46Q (49882.660000 sec): 3 clusters
  Score: Raw -1882645.506532 + Penalty 10860.006750 = -1871785.499782
  nChanged 13
		SP:Iteration 47Q (49882.710000 sec): 3 clusters
  Score: Raw -1882650.717995 + Penalty 10860.006750 = -1871790.711245
  nChanged 17
		SP:Iteration 48Q (49882.760000 sec): 3 clusters
  Score: Raw -1882658.182490 + Penalty 10860.006750 = -1871798.175740
  nChanged 12
		SP:Iteration 49Q (49882.810000 sec): 3 clusters
  Score: Raw -1882664.523370 + Penalty 10860.006750 = -1871804.516620
  nChanged 10
		SP:Iteration 50Q (49882.860000 sec): 3 clusters
  Score: Raw -1882669.629935 + Penalty 10860.006750 = -1871809.623185
  nChanged 8
		SP:Iteration 51Q (49882.910000 sec): 3 clusters
  Score: Raw -1882671.524683 + Penalty 10860.006750 = -1871811.517933
  nChanged 2
		SP:Iteration 52Q (49882.950000 sec): 3 clusters
  Score: Raw -1882672.255553 + Penalty 10860.006750 = -1871812.248803
  nChanged 1
		SP:Iteration 53Q (49883.010000 sec): 3 clusters
  Score: Raw -1882672.494580 + Penalty 10860.006750 = -1871812.487830
  nChanged 1
		SP:Iteration 54Q (49883.050000 sec): 3 clusters
  Score: Raw -1882672.915699 + Penalty 10860.006750 = -1871812.908949
  nChanged 1
		SP:Iteration 55Q (49883.100000 sec): 3 clusters
  Score: Raw -1882673.498549 + Penalty 10860.006750 = -1871813.491799
  nChanged 1
		SP:Iteration 56Q (49883.150000 sec): 3 clusters
  Score: Raw -1882673.813683 + Penalty 10860.006750 = -1871813.806932
  nChanged 1
		SP:Iteration 57Q (49883.200000 sec): 3 clusters
  Score: Raw -1882674.170308 + Penalty 10860.006750 = -1871814.163558
  nChanged 2
		SP:Iteration 58Q (49883.250000 sec): 3 clusters
  Score: Raw -1882675.509628 + Penalty 10860.006750 = -1871815.502878
  nChanged 1
		SP:Iteration 59Q (49883.300000 sec): 3 clusters
  Score: Raw -1882676.434794 + Penalty 10860.006750 = -1871816.428044
  nChanged 1
		SP:Iteration 60F (49883.350000 sec): 3 clusters
  Score: Raw -1882677.357045 + Penalty 10860.006750 = -1871817.350295
  nChanged 3
		SP:Iteration 61Q (49883.400000 sec): 3 clusters
  Score: Raw -1882678.974440 + Penalty 10860.006750 = -1871818.967690
  nChanged 2
		SP:Iteration 62Q (49883.450000 sec): 3 clusters
  Score: Raw -1882679.478865 + Penalty 10860.006750 = -1871819.472115
  nChanged 1
		SP:Iteration 63Q (49883.500000 sec): 3 clusters
  Score: Raw -1882679.690179 + Penalty 10860.006750 = -1871819.683429
  nChanged 2
		SP:Iteration 64Q (49883.550000 sec): 3 clusters
  Score: Raw -1882680.420615 + Penalty 10860.006750 = -1871820.413865
  nChanged 0
		SP:Iteration 65F (49883.600000 sec): 3 clusters
  Score: Raw -1882680.420615 + Penalty 10860.006750 = -1871820.413865
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (81298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49884.140000 sec): 2 clusters
  Score: Raw -22157927.803118 + Penalty 6924.849476 = -22151002.953642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49884.730000 sec): 3 clusters
  Score: Raw -22108676.059415 + Penalty 13849.698951 = -22094826.360464
  nChanged 36937
		SP:Iteration 1F (49885.330000 sec): 3 clusters
  Score: Raw -22128775.739631 + Penalty 13849.698951 = -22114926.040679
  nChanged 3465
		SP:Iteration 2Q (49885.920000 sec): 3 clusters
  Score: Raw -22129747.094787 + Penalty 13849.698951 = -22115897.395835
  nChanged 3043
		SP:Iteration 3Q (49886.520000 sec): 3 clusters
  Score: Raw -22130519.199876 + Penalty 13849.698951 = -22116669.500924
  nChanged 2644
		SP:Iteration 4Q (49887.120000 sec): 3 clusters
  Score: Raw -22131142.075170 + Penalty 13849.698951 = -22117292.376219
  nChanged 2396
		SP:Iteration 5Q (49887.710000 sec): 3 clusters
  Score: Raw -22131735.866735 + Penalty 13849.698951 = -22117886.167784
  nChanged 2361
		SP:Iteration 6Q (49888.310000 sec): 3 clusters
  Score: Raw -22132388.748250 + Penalty 13849.698951 = -22118539.049299
  nChanged 2574
		SP:Iteration 7Q (49888.910000 sec): 3 clusters
  Score: Raw -22133275.303139 + Penalty 13849.698951 = -22119425.604187
  nChanged 3139
		SP:Iteration 8Q (49889.510000 sec): 3 clusters
  Score: Raw -22134612.251682 + Penalty 13849.698951 = -22120762.552730
  nChanged 4001
		SP:Iteration 9Q (49890.110000 sec): 3 clusters
  Score: Raw -22136806.660382 + Penalty 13849.698951 = -22122956.961431
  nChanged 5089
		SP:Iteration 10F (49890.700000 sec): 3 clusters
  Score: Raw -22140327.536081 + Penalty 13849.698951 = -22126477.837129
  nChanged 5728
		SP:Iteration 11F (49891.290000 sec): 3 clusters
  Score: Raw -22144952.174338 + Penalty 13849.698951 = -22131102.475387
  nChanged 5515
		SP:Iteration 12F (49891.880000 sec): 3 clusters
  Score: Raw -22149945.329683 + Penalty 13849.698951 = -22136095.630732
  nChanged 4354
		SP:Iteration 13F (49892.470000 sec): 3 clusters
  Score: Raw -22154054.216793 + Penalty 13849.698951 = -22140204.517841
  nChanged 2796
		SP:Iteration 14Q (49893.040000 sec): 3 clusters
  Score: Raw -22156738.688920 + Penalty 13849.698951 = -22142888.989969
  nChanged 1518
		SP:Iteration 15Q (49893.580000 sec): 3 clusters
  Score: Raw -22158145.599163 + Penalty 13849.698951 = -22144295.900212
  nChanged 856
		SP:Iteration 16Q (49894.070000 sec): 3 clusters
  Score: Raw -22158877.839021 + Penalty 13849.698951 = -22145028.140070
  nChanged 529
		SP:Iteration 17Q (49894.540000 sec): 3 clusters
  Score: Raw -22159244.848545 + Penalty 13849.698951 = -22145395.149593
  nChanged 362
		SP:Iteration 18Q (49895.000000 sec): 3 clusters
  Score: Raw -22159446.864333 + Penalty 13849.698951 = -22145597.165382
  nChanged 251
		SP:Iteration 19Q (49895.440000 sec): 3 clusters
  Score: Raw -22159571.564045 + Penalty 13849.698951 = -22145721.865094
  nChanged 221
		SP:Iteration 20F (49896.030000 sec): 3 clusters
  Score: Raw -22159665.674702 + Penalty 13849.698951 = -22145815.975751
  nChanged 156
		SP:Iteration 21Q (49896.470000 sec): 3 clusters
  Score: Raw -22159720.295041 + Penalty 13849.698951 = -22145870.596089
  nChanged 108
		SP:Iteration 22Q (49896.900000 sec): 3 clusters
  Score: Raw -22159755.336620 + Penalty 13849.698951 = -22145905.637668
  nChanged 71
		SP:Iteration 23Q (49897.340000 sec): 3 clusters
  Score: Raw -22159776.364531 + Penalty 13849.698951 = -22145926.665579
  nChanged 50
		SP:Iteration 24Q (49897.770000 sec): 3 clusters
  Score: Raw -22159790.697193 + Penalty 13849.698951 = -22145940.998242
  nChanged 48
		SP:Iteration 25Q (49898.200000 sec): 3 clusters
  Score: Raw -22159805.148850 + Penalty 13849.698951 = -22145955.449899
  nChanged 36
		SP:Iteration 26Q (49898.640000 sec): 3 clusters
  Score: Raw -22159814.938156 + Penalty 13849.698951 = -22145965.239204
  nChanged 27
		SP:Iteration 27Q (49899.070000 sec): 3 clusters
  Score: Raw -22159820.843840 + Penalty 13849.698951 = -22145971.144888
  nChanged 19
		SP:Iteration 28Q (49899.500000 sec): 3 clusters
  Score: Raw -22159825.162578 + Penalty 13849.698951 = -22145975.463627
  nChanged 22
		SP:Iteration 29Q (49899.940000 sec): 3 clusters
  Score: Raw -22159830.849688 + Penalty 13849.698951 = -22145981.150736
  nChanged 20
		SP:Iteration 30Q (49900.370000 sec): 3 clusters
  Score: Raw -22159835.531028 + Penalty 13849.698951 = -22145985.832076
  nChanged 13
		SP:Iteration 31Q (49900.800000 sec): 3 clusters
  Score: Raw -22159838.167527 + Penalty 13849.698951 = -22145988.468576
  nChanged 11
		SP:Iteration 32Q (49901.240000 sec): 3 clusters
  Score: Raw -22159840.763900 + Penalty 13849.698951 = -22145991.064948
  nChanged 9
		SP:Iteration 33Q (49901.670000 sec): 3 clusters
  Score: Raw -22159842.498251 + Penalty 13849.698951 = -22145992.799299
  nChanged 5
		SP:Iteration 34Q (49902.100000 sec): 3 clusters
  Score: Raw -22159843.654110 + Penalty 13849.698951 = -22145993.955159
  nChanged 6
		SP:Iteration 35Q (49902.530000 sec): 3 clusters
  Score: Raw -22159844.854260 + Penalty 13849.698951 = -22145995.155309
  nChanged 3
		SP:Iteration 36Q (49902.960000 sec): 3 clusters
  Score: Raw -22159845.691949 + Penalty 13849.698951 = -22145995.992998
  nChanged 4
		SP:Iteration 37Q (49903.390000 sec): 3 clusters
  Score: Raw -22159846.674881 + Penalty 13849.698951 = -22145996.975930
  nChanged 3
		SP:Iteration 38Q (49903.820000 sec): 3 clusters
  Score: Raw -22159847.423569 + Penalty 13849.698951 = -22145997.724618
  nChanged 6
		SP:Iteration 39Q (49904.260000 sec): 3 clusters
  Score: Raw -22159849.051423 + Penalty 13849.698951 = -22145999.352471
  nChanged 7
		SP:Iteration 40F (49904.840000 sec): 3 clusters
  Score: Raw -22159850.596759 + Penalty 13849.698951 = -22146000.897808
  nChanged 9
		SP:Iteration 41Q (49905.280000 sec): 3 clusters
  Score: Raw -22159853.266535 + Penalty 13849.698951 = -22146003.567583
  nChanged 9
		SP:Iteration 42Q (49905.710000 sec): 3 clusters
  Score: Raw -22159855.487145 + Penalty 13849.698951 = -22146005.788193
  nChanged 6
		SP:Iteration 43Q (49906.140000 sec): 3 clusters
  Score: Raw -22159857.167453 + Penalty 13849.698951 = -22146007.468502
  nChanged 7
		SP:Iteration 44Q (49906.570000 sec): 3 clusters
  Score: Raw -22159858.766008 + Penalty 13849.698951 = -22146009.067057
  nChanged 8
		SP:Iteration 45Q (49907.000000 sec): 3 clusters
  Score: Raw -22159860.412675 + Penalty 13849.698951 = -22146010.713724
  nChanged 9
		SP:Iteration 46Q (49907.440000 sec): 3 clusters
  Score: Raw -22159862.265443 + Penalty 13849.698951 = -22146012.566491
  nChanged 10
		SP:Iteration 47Q (49907.870000 sec): 3 clusters
  Score: Raw -22159864.785231 + Penalty 13849.698951 = -22146015.086280
  nChanged 11
		SP:Iteration 48Q (49908.300000 sec): 3 clusters
  Score: Raw -22159867.679620 + Penalty 13849.698951 = -22146017.980669
  nChanged 8
		SP:Iteration 49Q (49908.740000 sec): 3 clusters
  Score: Raw -22159869.478637 + Penalty 13849.698951 = -22146019.779686
  nChanged 12
		SP:Iteration 50Q (49909.160000 sec): 3 clusters
  Score: Raw -22159872.288882 + Penalty 13849.698951 = -22146022.589931
  nChanged 10
		SP:Iteration 51Q (49909.600000 sec): 3 clusters
  Score: Raw -22159874.849925 + Penalty 13849.698951 = -22146025.150974
  nChanged 9
		SP:Iteration 52Q (49910.030000 sec): 3 clusters
  Score: Raw -22159876.623222 + Penalty 13849.698951 = -22146026.924271
  nChanged 8
		SP:Iteration 53Q (49910.460000 sec): 3 clusters
  Score: Raw -22159878.136922 + Penalty 13849.698951 = -22146028.437970
  nChanged 1
		SP:Iteration 54Q (49910.890000 sec): 3 clusters
  Score: Raw -22159878.356045 + Penalty 13849.698951 = -22146028.657094
  nChanged 2
		SP:Iteration 55Q (49911.320000 sec): 3 clusters
  Score: Raw -22159878.590369 + Penalty 13849.698951 = -22146028.891418
  nChanged 0
		SP:Iteration 56F (49911.910000 sec): 3 clusters
  Score: Raw -22159878.590369 + Penalty 13849.698951 = -22146028.891418
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49912.100000 sec): 2 clusters
  Score: Raw -5968183.005539 + Penalty 6160.662062 = -5962022.343477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49912.270000 sec): 3 clusters
  Score: Raw -5955727.638503 + Penalty 12321.324125 = -5943406.314378
  nChanged 9554
		SP:Iteration 1F (49912.440000 sec): 3 clusters
  Score: Raw -5961351.307399 + Penalty 12321.324125 = -5949029.983275
  nChanged 1872
		SP:Iteration 2F (49912.610000 sec): 3 clusters
  Score: Raw -5962696.515897 + Penalty 12321.324125 = -5950375.191773
  nChanged 1703
		SP:Iteration 3F (49912.780000 sec): 3 clusters
  Score: Raw -5964050.576059 + Penalty 12321.324125 = -5951729.251935
  nChanged 1612
		SP:Iteration 4F (49912.950000 sec): 3 clusters
  Score: Raw -5965379.333396 + Penalty 12321.324125 = -5953058.009271
  nChanged 1442
		SP:Iteration 5F (49913.120000 sec): 3 clusters
  Score: Raw -5966530.875268 + Penalty 12321.324125 = -5954209.551144
  nChanged 1248
		SP:Iteration 6F (49913.290000 sec): 3 clusters
  Score: Raw -5967433.191910 + Penalty 12321.324125 = -5955111.867785
  nChanged 1076
		SP:Iteration 7Q (49913.460000 sec): 3 clusters
  Score: Raw -5968131.715295 + Penalty 12321.324125 = -5955810.391170
  nChanged 893
		SP:Iteration 8Q (49913.630000 sec): 3 clusters
  Score: Raw -5968627.655190 + Penalty 12321.324125 = -5956306.331065
  nChanged 678
		SP:Iteration 9Q (49913.800000 sec): 3 clusters
  Score: Raw -5968956.705926 + Penalty 12321.324125 = -5956635.381802
  nChanged 505
		SP:Iteration 10Q (49913.970000 sec): 3 clusters
  Score: Raw -5969159.593572 + Penalty 12321.324125 = -5956838.269447
  nChanged 385
		SP:Iteration 11Q (49914.140000 sec): 3 clusters
  Score: Raw -5969303.810115 + Penalty 12321.324125 = -5956982.485990
  nChanged 321
		SP:Iteration 12Q (49914.320000 sec): 3 clusters
  Score: Raw -5969409.460503 + Penalty 12321.324125 = -5957088.136379
  nChanged 254
		SP:Iteration 13Q (49914.490000 sec): 3 clusters
  Score: Raw -5969494.922366 + Penalty 12321.324125 = -5957173.598242
  nChanged 264
		SP:Iteration 14Q (49914.660000 sec): 3 clusters
  Score: Raw -5969583.520324 + Penalty 12321.324125 = -5957262.196199
  nChanged 221
		SP:Iteration 15Q (49914.830000 sec): 3 clusters
  Score: Raw -5969650.159788 + Penalty 12321.324125 = -5957328.835664
  nChanged 200
		SP:Iteration 16Q (49915.000000 sec): 3 clusters
  Score: Raw -5969716.098220 + Penalty 12321.324125 = -5957394.774095
  nChanged 181
		SP:Iteration 17Q (49915.170000 sec): 3 clusters
  Score: Raw -5969778.942646 + Penalty 12321.324125 = -5957457.618522
  nChanged 184
		SP:Iteration 18Q (49915.340000 sec): 3 clusters
  Score: Raw -5969836.490340 + Penalty 12321.324125 = -5957515.166216
  nChanged 165
		SP:Iteration 19Q (49915.500000 sec): 3 clusters
  Score: Raw -5969883.228728 + Penalty 12321.324125 = -5957561.904603
  nChanged 138
		SP:Iteration 20F (49915.680000 sec): 3 clusters
  Score: Raw -5969922.252559 + Penalty 12321.324125 = -5957600.928434
  nChanged 122
		SP:Iteration 21Q (49915.850000 sec): 3 clusters
  Score: Raw -5969954.959032 + Penalty 12321.324125 = -5957633.634907
  nChanged 107
		SP:Iteration 22Q (49916.020000 sec): 3 clusters
  Score: Raw -5969985.210199 + Penalty 12321.324125 = -5957663.886074
  nChanged 110
		SP:Iteration 23Q (49916.180000 sec): 3 clusters
  Score: Raw -5970014.059964 + Penalty 12321.324125 = -5957692.735840
  nChanged 89
		SP:Iteration 24Q (49916.340000 sec): 3 clusters
  Score: Raw -5970037.194354 + Penalty 12321.324125 = -5957715.870229
  nChanged 100
		SP:Iteration 25Q (49916.500000 sec): 3 clusters
  Score: Raw -5970063.518231 + Penalty 12321.324125 = -5957742.194106
  nChanged 94
		SP:Iteration 26Q (49916.660000 sec): 3 clusters
  Score: Raw -5970086.681044 + Penalty 12321.324125 = -5957765.356919
  nChanged 87
		SP:Iteration 27Q (49916.820000 sec): 3 clusters
  Score: Raw -5970109.259163 + Penalty 12321.324125 = -5957787.935038
  nChanged 87
		SP:Iteration 28Q (49916.980000 sec): 3 clusters
  Score: Raw -5970133.717289 + Penalty 12321.324125 = -5957812.393164
  nChanged 86
		SP:Iteration 29Q (49917.140000 sec): 3 clusters
  Score: Raw -5970157.232885 + Penalty 12321.324125 = -5957835.908760
  nChanged 94
		SP:Iteration 30Q (49917.300000 sec): 3 clusters
  Score: Raw -5970182.280042 + Penalty 12321.324125 = -5957860.955917
  nChanged 84
		SP:Iteration 31Q (49917.460000 sec): 3 clusters
  Score: Raw -5970208.574280 + Penalty 12321.324125 = -5957887.250156
  nChanged 91
		SP:Iteration 32Q (49917.620000 sec): 3 clusters
  Score: Raw -5970229.475121 + Penalty 12321.324125 = -5957908.150996
  nChanged 67
		SP:Iteration 33Q (49917.780000 sec): 3 clusters
  Score: Raw -5970246.116321 + Penalty 12321.324125 = -5957924.792196
  nChanged 66
		SP:Iteration 34Q (49917.940000 sec): 3 clusters
  Score: Raw -5970264.372984 + Penalty 12321.324125 = -5957943.048859
  nChanged 65
		SP:Iteration 35Q (49918.100000 sec): 3 clusters
  Score: Raw -5970280.771998 + Penalty 12321.324125 = -5957959.447874
  nChanged 61
		SP:Iteration 36Q (49918.260000 sec): 3 clusters
  Score: Raw -5970294.526679 + Penalty 12321.324125 = -5957973.202554
  nChanged 57
		SP:Iteration 37Q (49918.420000 sec): 3 clusters
  Score: Raw -5970308.786832 + Penalty 12321.324125 = -5957987.462707
  nChanged 57
		SP:Iteration 38Q (49918.570000 sec): 3 clusters
  Score: Raw -5970321.694842 + Penalty 12321.324125 = -5958000.370717
  nChanged 53
		SP:Iteration 39Q (49918.730000 sec): 3 clusters
  Score: Raw -5970333.853198 + Penalty 12321.324125 = -5958012.529073
  nChanged 57
		SP:Iteration 40F (49918.900000 sec): 3 clusters
  Score: Raw -5970347.066495 + Penalty 12321.324125 = -5958025.742371
  nChanged 46
		SP:Iteration 41Q (49919.060000 sec): 3 clusters
  Score: Raw -5970357.757394 + Penalty 12321.324125 = -5958036.433270
  nChanged 36
		SP:Iteration 42Q (49919.220000 sec): 3 clusters
  Score: Raw -5970365.461337 + Penalty 12321.324125 = -5958044.137212
  nChanged 40
		SP:Iteration 43Q (49919.380000 sec): 3 clusters
  Score: Raw -5970373.723721 + Penalty 12321.324125 = -5958052.399596
  nChanged 31
		SP:Iteration 44Q (49919.530000 sec): 3 clusters
  Score: Raw -5970380.056626 + Penalty 12321.324125 = -5958058.732501
  nChanged 27
		SP:Iteration 45Q (49919.690000 sec): 3 clusters
  Score: Raw -5970385.850735 + Penalty 12321.324125 = -5958064.526611
  nChanged 31
		SP:Iteration 46Q (49919.850000 sec): 3 clusters
  Score: Raw -5970392.614866 + Penalty 12321.324125 = -5958071.290741
  nChanged 31
		SP:Iteration 47Q (49920.000000 sec): 3 clusters
  Score: Raw -5970399.755082 + Penalty 12321.324125 = -5958078.430958
  nChanged 29
		SP:Iteration 48Q (49920.160000 sec): 3 clusters
  Score: Raw -5970405.404005 + Penalty 12321.324125 = -5958084.079881
  nChanged 23
		SP:Iteration 49Q (49920.320000 sec): 3 clusters
  Score: Raw -5970410.339549 + Penalty 12321.324125 = -5958089.015424
  nChanged 22
		SP:Iteration 50Q (49920.480000 sec): 3 clusters
  Score: Raw -5970415.490906 + Penalty 12321.324125 = -5958094.166781
  nChanged 20
		SP:Iteration 51Q (49920.630000 sec): 3 clusters
  Score: Raw -5970419.765347 + Penalty 12321.324125 = -5958098.441222
  nChanged 18
		SP:Iteration 52Q (49920.790000 sec): 3 clusters
  Score: Raw -5970424.056773 + Penalty 12321.324125 = -5958102.732649
  nChanged 26
		SP:Iteration 53Q (49920.940000 sec): 3 clusters
  Score: Raw -5970429.581028 + Penalty 12321.324125 = -5958108.256904
  nChanged 20
		SP:Iteration 54Q (49921.100000 sec): 3 clusters
  Score: Raw -5970433.016353 + Penalty 12321.324125 = -5958111.692228
  nChanged 17
		SP:Iteration 55Q (49921.260000 sec): 3 clusters
  Score: Raw -5970435.994437 + Penalty 12321.324125 = -5958114.670313
  nChanged 15
		SP:Iteration 56Q (49921.410000 sec): 3 clusters
  Score: Raw -5970438.932708 + Penalty 12321.324125 = -5958117.608584
  nChanged 17
		SP:Iteration 57Q (49921.570000 sec): 3 clusters
  Score: Raw -5970442.411150 + Penalty 12321.324125 = -5958121.087025
  nChanged 16
		SP:Iteration 58Q (49921.720000 sec): 3 clusters
  Score: Raw -5970445.330669 + Penalty 12321.324125 = -5958124.006544
  nChanged 14
		SP:Iteration 59Q (49921.880000 sec): 3 clusters
  Score: Raw -5970447.742034 + Penalty 12321.324125 = -5958126.417909
  nChanged 12
		SP:Iteration 60F (49922.050000 sec): 3 clusters
  Score: Raw -5970449.889757 + Penalty 12321.324125 = -5958128.565632
  nChanged 11
		SP:Iteration 61Q (49922.210000 sec): 3 clusters
  Score: Raw -5970451.697682 + Penalty 12321.324125 = -5958130.373557
  nChanged 16
		SP:Iteration 62Q (49922.370000 sec): 3 clusters
  Score: Raw -5970454.585354 + Penalty 12321.324125 = -5958133.261229
  nChanged 15
		SP:Iteration 63Q (49922.520000 sec): 3 clusters
  Score: Raw -5970457.315913 + Penalty 12321.324125 = -5958135.991788
  nChanged 11
		SP:Iteration 64Q (49922.680000 sec): 3 clusters
  Score: Raw -5970459.986315 + Penalty 12321.324125 = -5958138.662191
  nChanged 13
		SP:Iteration 65Q (49922.830000 sec): 3 clusters
  Score: Raw -5970462.676158 + Penalty 12321.324125 = -5958141.352033
  nChanged 14
		SP:Iteration 66Q (49922.990000 sec): 3 clusters
  Score: Raw -5970465.566541 + Penalty 12321.324125 = -5958144.242417
  nChanged 13
		SP:Iteration 67Q (49923.150000 sec): 3 clusters
  Score: Raw -5970468.686738 + Penalty 12321.324125 = -5958147.362613
  nChanged 21
		SP:Iteration 68Q (49923.300000 sec): 3 clusters
  Score: Raw -5970473.004589 + Penalty 12321.324125 = -5958151.680464
  nChanged 15
		SP:Iteration 69Q (49923.460000 sec): 3 clusters
  Score: Raw -5970476.234404 + Penalty 12321.324125 = -5958154.910280
  nChanged 16
		SP:Iteration 70Q (49923.620000 sec): 3 clusters
  Score: Raw -5970478.448686 + Penalty 12321.324125 = -5958157.124561
  nChanged 7
		SP:Iteration 71Q (49923.770000 sec): 3 clusters
  Score: Raw -5970479.700475 + Penalty 12321.324125 = -5958158.376350
  nChanged 7
		SP:Iteration 72Q (49923.930000 sec): 3 clusters
  Score: Raw -5970481.223320 + Penalty 12321.324125 = -5958159.899196
  nChanged 12
		SP:Iteration 73Q (49924.080000 sec): 3 clusters
  Score: Raw -5970483.399544 + Penalty 12321.324125 = -5958162.075419
  nChanged 12
		SP:Iteration 74Q (49924.240000 sec): 3 clusters
  Score: Raw -5970485.554669 + Penalty 12321.324125 = -5958164.230545
  nChanged 11
		SP:Iteration 75Q (49924.400000 sec): 3 clusters
  Score: Raw -5970487.640125 + Penalty 12321.324125 = -5958166.316000
  nChanged 13
		SP:Iteration 76Q (49924.550000 sec): 3 clusters
  Score: Raw -5970490.118659 + Penalty 12321.324125 = -5958168.794534
  nChanged 10
		SP:Iteration 77Q (49924.710000 sec): 3 clusters
  Score: Raw -5970492.358851 + Penalty 12321.324125 = -5958171.034726
  nChanged 16
		SP:Iteration 78Q (49924.870000 sec): 3 clusters
  Score: Raw -5970495.399954 + Penalty 12321.324125 = -5958174.075829
  nChanged 20
		SP:Iteration 79Q (49925.020000 sec): 3 clusters
  Score: Raw -5970499.510091 + Penalty 12321.324125 = -5958178.185967
  nChanged 16
		SP:Iteration 80F (49925.190000 sec): 3 clusters
  Score: Raw -5970502.855620 + Penalty 12321.324125 = -5958181.531495
  nChanged 18
		SP:Iteration 81Q (49925.350000 sec): 3 clusters
  Score: Raw -5970506.889041 + Penalty 12321.324125 = -5958185.564916
  nChanged 19
		SP:Iteration 82Q (49925.510000 sec): 3 clusters
  Score: Raw -5970510.749058 + Penalty 12321.324125 = -5958189.424933
  nChanged 18
		SP:Iteration 83Q (49925.660000 sec): 3 clusters
  Score: Raw -5970514.091944 + Penalty 12321.324125 = -5958192.767820
  nChanged 15
		SP:Iteration 84Q (49925.820000 sec): 3 clusters
  Score: Raw -5970516.623513 + Penalty 12321.324125 = -5958195.299388
  nChanged 12
		SP:Iteration 85Q (49925.970000 sec): 3 clusters
  Score: Raw -5970518.432199 + Penalty 12321.324125 = -5958197.108075
  nChanged 9
		SP:Iteration 86Q (49926.130000 sec): 3 clusters
  Score: Raw -5970520.128071 + Penalty 12321.324125 = -5958198.803946
  nChanged 10
		SP:Iteration 87Q (49926.280000 sec): 3 clusters
  Score: Raw -5970522.194224 + Penalty 12321.324125 = -5958200.870099
  nChanged 16
		SP:Iteration 88Q (49926.440000 sec): 3 clusters
  Score: Raw -5970525.362648 + Penalty 12321.324125 = -5958204.038524
  nChanged 13
		SP:Iteration 89Q (49926.590000 sec): 3 clusters
  Score: Raw -5970528.020956 + Penalty 12321.324125 = -5958206.696832
  nChanged 11
		SP:Iteration 90Q (49926.750000 sec): 3 clusters
  Score: Raw -5970530.283702 + Penalty 12321.324125 = -5958208.959578
  nChanged 15
		SP:Iteration 91Q (49926.910000 sec): 3 clusters
  Score: Raw -5970533.175427 + Penalty 12321.324125 = -5958211.851302
  nChanged 11
		SP:Iteration 92Q (49927.060000 sec): 3 clusters
  Score: Raw -5970535.034220 + Penalty 12321.324125 = -5958213.710096
  nChanged 10
		SP:Iteration 93Q (49927.210000 sec): 3 clusters
  Score: Raw -5970536.755011 + Penalty 12321.324125 = -5958215.430886
  nChanged 4
		SP:Iteration 94Q (49927.370000 sec): 3 clusters
  Score: Raw -5970537.483348 + Penalty 12321.324125 = -5958216.159223
  nChanged 2
		SP:Iteration 95Q (49927.530000 sec): 3 clusters
  Score: Raw -5970537.799145 + Penalty 12321.324125 = -5958216.475020
  nChanged 1
		SP:Iteration 96Q (49927.680000 sec): 3 clusters
  Score: Raw -5970537.915504 + Penalty 12321.324125 = -5958216.591380
  nChanged 2
		SP:Iteration 97Q (49927.830000 sec): 3 clusters
  Score: Raw -5970538.263238 + Penalty 12321.324125 = -5958216.939113
  nChanged 0
		SP:Iteration 98F (49928.010000 sec): 3 clusters
  Score: Raw -5970538.263238 + Penalty 12321.324125 = -5958216.939113
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (68175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49928.450000 sec): 2 clusters
  Score: Raw -18373871.543585 + Penalty 6817.022840 = -18367054.520745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49928.950000 sec): 3 clusters
  Score: Raw -18333334.950380 + Penalty 13634.045679 = -18319700.904701
  nChanged 30679
		SP:Iteration 1F (49929.450000 sec): 3 clusters
  Score: Raw -18349709.403239 + Penalty 13634.045679 = -18336075.357560
  nChanged 3257
		SP:Iteration 2Q (49929.950000 sec): 3 clusters
  Score: Raw -18350697.028745 + Penalty 13634.045679 = -18337062.983066
  nChanged 2714
		SP:Iteration 3Q (49930.450000 sec): 3 clusters
  Score: Raw -18351467.790727 + Penalty 13634.045679 = -18337833.745048
  nChanged 2422
		SP:Iteration 4Q (49930.950000 sec): 3 clusters
  Score: Raw -18352137.782614 + Penalty 13634.045679 = -18338503.736934
  nChanged 2229
		SP:Iteration 5Q (49931.450000 sec): 3 clusters
  Score: Raw -18352804.437017 + Penalty 13634.045679 = -18339170.391338
  nChanged 2323
		SP:Iteration 6Q (49931.950000 sec): 3 clusters
  Score: Raw -18353563.135884 + Penalty 13634.045679 = -18339929.090204
  nChanged 2426
		SP:Iteration 7Q (49932.460000 sec): 3 clusters
  Score: Raw -18354478.268246 + Penalty 13634.045679 = -18340844.222566
  nChanged 2832
		SP:Iteration 8Q (49932.980000 sec): 3 clusters
  Score: Raw -18355783.477918 + Penalty 13634.045679 = -18342149.432239
  nChanged 3415
		SP:Iteration 9F (49933.490000 sec): 3 clusters
  Score: Raw -18357616.131163 + Penalty 13634.045679 = -18343982.085484
  nChanged 3841
		SP:Iteration 10F (49933.980000 sec): 3 clusters
  Score: Raw -18359935.350698 + Penalty 13634.045679 = -18346301.305019
  nChanged 3938
		SP:Iteration 11F (49934.480000 sec): 3 clusters
  Score: Raw -18362517.206327 + Penalty 13634.045679 = -18348883.160647
  nChanged 3834
		SP:Iteration 12F (49934.990000 sec): 3 clusters
  Score: Raw -18365165.650083 + Penalty 13634.045679 = -18351531.604403
  nChanged 3430
		SP:Iteration 13F (49935.510000 sec): 3 clusters
  Score: Raw -18367563.239676 + Penalty 13634.045679 = -18353929.193996
  nChanged 2813
		SP:Iteration 14Q (49936.020000 sec): 3 clusters
  Score: Raw -18369498.418048 + Penalty 13634.045679 = -18355864.372369
  nChanged 2170
		SP:Iteration 15Q (49936.530000 sec): 3 clusters
  Score: Raw -18370957.484560 + Penalty 13634.045679 = -18357323.438881
  nChanged 1588
		SP:Iteration 16Q (49937.030000 sec): 3 clusters
  Score: Raw -18372032.788068 + Penalty 13634.045679 = -18358398.742389
  nChanged 1156
		SP:Iteration 17Q (49937.510000 sec): 3 clusters
  Score: Raw -18372833.342339 + Penalty 13634.045679 = -18359199.296660
  nChanged 806
		SP:Iteration 18Q (49937.980000 sec): 3 clusters
  Score: Raw -18373374.903884 + Penalty 13634.045679 = -18359740.858204
  nChanged 537
		SP:Iteration 19Q (49938.430000 sec): 3 clusters
  Score: Raw -18373730.634246 + Penalty 13634.045679 = -18360096.588567
  nChanged 330
		SP:Iteration 20F (49938.950000 sec): 3 clusters
  Score: Raw -18373969.115784 + Penalty 13634.045679 = -18360335.070105
  nChanged 228
		SP:Iteration 21Q (49939.370000 sec): 3 clusters
  Score: Raw -18374143.080770 + Penalty 13634.045679 = -18360509.035091
  nChanged 180
		SP:Iteration 22Q (49939.780000 sec): 3 clusters
  Score: Raw -18374282.838454 + Penalty 13634.045679 = -18360648.792774
  nChanged 118
		SP:Iteration 23Q (49940.190000 sec): 3 clusters
  Score: Raw -18374373.341337 + Penalty 13634.045679 = -18360739.295658
  nChanged 95
		SP:Iteration 24Q (49940.590000 sec): 3 clusters
  Score: Raw -18374441.942794 + Penalty 13634.045679 = -18360807.897114
  nChanged 62
		SP:Iteration 25Q (49940.990000 sec): 3 clusters
  Score: Raw -18374486.615953 + Penalty 13634.045679 = -18360852.570274
  nChanged 45
		SP:Iteration 26Q (49941.380000 sec): 3 clusters
  Score: Raw -18374517.578380 + Penalty 13634.045679 = -18360883.532700
  nChanged 35
		SP:Iteration 27Q (49941.770000 sec): 3 clusters
  Score: Raw -18374540.865879 + Penalty 13634.045679 = -18360906.820200
  nChanged 23
		SP:Iteration 28Q (49942.160000 sec): 3 clusters
  Score: Raw -18374556.890814 + Penalty 13634.045679 = -18360922.845135
  nChanged 18
		SP:Iteration 29Q (49942.550000 sec): 3 clusters
  Score: Raw -18374569.181559 + Penalty 13634.045679 = -18360935.135880
  nChanged 12
		SP:Iteration 30Q (49942.930000 sec): 3 clusters
  Score: Raw -18374579.361794 + Penalty 13634.045679 = -18360945.316115
  nChanged 21
		SP:Iteration 31Q (49943.320000 sec): 3 clusters
  Score: Raw -18374595.707912 + Penalty 13634.045679 = -18360961.662233
  nChanged 17
		SP:Iteration 32Q (49943.700000 sec): 3 clusters
  Score: Raw -18374607.828249 + Penalty 13634.045679 = -18360973.782570
  nChanged 14
		SP:Iteration 33Q (49944.090000 sec): 3 clusters
  Score: Raw -18374616.974837 + Penalty 13634.045679 = -18360982.929158
  nChanged 11
		SP:Iteration 34Q (49944.470000 sec): 3 clusters
  Score: Raw -18374627.124816 + Penalty 13634.045679 = -18360993.079137
  nChanged 14
		SP:Iteration 35Q (49944.850000 sec): 3 clusters
  Score: Raw -18374635.829296 + Penalty 13634.045679 = -18361001.783616
  nChanged 12
		SP:Iteration 36Q (49945.230000 sec): 3 clusters
  Score: Raw -18374645.208813 + Penalty 13634.045679 = -18361011.163134
  nChanged 12
		SP:Iteration 37Q (49945.610000 sec): 3 clusters
  Score: Raw -18374655.834812 + Penalty 13634.045679 = -18361021.789132
  nChanged 14
		SP:Iteration 38Q (49945.990000 sec): 3 clusters
  Score: Raw -18374666.960516 + Penalty 13634.045679 = -18361032.914836
  nChanged 13
		SP:Iteration 39Q (49946.370000 sec): 3 clusters
  Score: Raw -18374676.047610 + Penalty 13634.045679 = -18361042.001930
  nChanged 9
		SP:Iteration 40F (49946.880000 sec): 3 clusters
  Score: Raw -18374683.726038 + Penalty 13634.045679 = -18361049.680358
  nChanged 9
		SP:Iteration 41Q (49947.260000 sec): 3 clusters
  Score: Raw -18374691.759248 + Penalty 13634.045679 = -18361057.713569
  nChanged 9
		SP:Iteration 42Q (49947.640000 sec): 3 clusters
  Score: Raw -18374701.013835 + Penalty 13634.045679 = -18361066.968155
  nChanged 16
		SP:Iteration 43Q (49948.020000 sec): 3 clusters
  Score: Raw -18374713.820536 + Penalty 13634.045679 = -18361079.774856
  nChanged 12
		SP:Iteration 44Q (49948.400000 sec): 3 clusters
  Score: Raw -18374723.716623 + Penalty 13634.045679 = -18361089.670944
  nChanged 10
		SP:Iteration 45Q (49948.770000 sec): 3 clusters
  Score: Raw -18374731.474005 + Penalty 13634.045679 = -18361097.428326
  nChanged 9
		SP:Iteration 46Q (49949.150000 sec): 3 clusters
  Score: Raw -18374737.337275 + Penalty 13634.045679 = -18361103.291595
  nChanged 5
		SP:Iteration 47Q (49949.530000 sec): 3 clusters
  Score: Raw -18374740.647788 + Penalty 13634.045679 = -18361106.602108
  nChanged 5
		SP:Iteration 48Q (49949.900000 sec): 3 clusters
  Score: Raw -18374745.214760 + Penalty 13634.045679 = -18361111.169080
  nChanged 6
		SP:Iteration 49Q (49950.280000 sec): 3 clusters
  Score: Raw -18374752.337946 + Penalty 13634.045679 = -18361118.292266
  nChanged 8
		SP:Iteration 50Q (49950.650000 sec): 3 clusters
  Score: Raw -18374758.031155 + Penalty 13634.045679 = -18361123.985475
  nChanged 5
		SP:Iteration 51Q (49951.030000 sec): 3 clusters
  Score: Raw -18374760.871443 + Penalty 13634.045679 = -18361126.825763
  nChanged 4
		SP:Iteration 52Q (49951.410000 sec): 3 clusters
  Score: Raw -18374764.846896 + Penalty 13634.045679 = -18361130.801217
  nChanged 4
		SP:Iteration 53Q (49951.790000 sec): 3 clusters
  Score: Raw -18374769.913306 + Penalty 13634.045679 = -18361135.867627
  nChanged 9
		SP:Iteration 54Q (49952.160000 sec): 3 clusters
  Score: Raw -18374777.724951 + Penalty 13634.045679 = -18361143.679272
  nChanged 8
		SP:Iteration 55Q (49952.530000 sec): 3 clusters
  Score: Raw -18374782.149393 + Penalty 13634.045679 = -18361148.103714
  nChanged 2
		SP:Iteration 56Q (49952.910000 sec): 3 clusters
  Score: Raw -18374783.838716 + Penalty 13634.045679 = -18361149.793037
  nChanged 1
		SP:Iteration 57Q (49953.290000 sec): 3 clusters
  Score: Raw -18374784.266861 + Penalty 13634.045679 = -18361150.221181
  nChanged 1
		SP:Iteration 58Q (49953.660000 sec): 3 clusters
  Score: Raw -18374784.722199 + Penalty 13634.045679 = -18361150.676520
  nChanged 0
		SP:Iteration 59F (49954.170000 sec): 3 clusters
  Score: Raw -18374784.722199 + Penalty 13634.045679 = -18361150.676520
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (150712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49955.200000 sec): 2 clusters
  Score: Raw -39993867.228268 + Penalty 7302.914681 = -39986564.313587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49956.370000 sec): 3 clusters
  Score: Raw -39899468.224751 + Penalty 14605.829362 = -39884862.395389
  nChanged 70193
		SP:Iteration 1F (49957.540000 sec): 3 clusters
  Score: Raw -39938830.833589 + Penalty 14605.829362 = -39924225.004227
  nChanged 5381
		SP:Iteration 2Q (49958.720000 sec): 3 clusters
  Score: Raw -39940186.653220 + Penalty 14605.829362 = -39925580.823857
  nChanged 5235
		SP:Iteration 3Q (49959.890000 sec): 3 clusters
  Score: Raw -39941654.628350 + Penalty 14605.829362 = -39927048.798988
  nChanged 5535
		SP:Iteration 4Q (49961.060000 sec): 3 clusters
  Score: Raw -39943390.703160 + Penalty 14605.829362 = -39928784.873798
  nChanged 6045
		SP:Iteration 5Q (49962.240000 sec): 3 clusters
  Score: Raw -39945681.001981 + Penalty 14605.829362 = -39931075.172619
  nChanged 7089
		SP:Iteration 6Q (49963.410000 sec): 3 clusters
  Score: Raw -39949095.076879 + Penalty 14605.829362 = -39934489.247517
  nChanged 8450
		SP:Iteration 7F (49964.570000 sec): 3 clusters
  Score: Raw -39954465.234780 + Penalty 14605.829362 = -39939859.405418
  nChanged 10060
		SP:Iteration 8F (49965.730000 sec): 3 clusters
  Score: Raw -39963129.131858 + Penalty 14605.829362 = -39948523.302496
  nChanged 11342
		SP:Iteration 9F (49966.880000 sec): 3 clusters
  Score: Raw -39977135.669632 + Penalty 14605.829362 = -39962529.840270
  nChanged 11534
		SP:Iteration 10F (49968.040000 sec): 3 clusters
  Score: Raw -39996458.471834 + Penalty 14605.829362 = -39981852.642472
  nChanged 8960
		SP:Iteration 11F (49969.190000 sec): 3 clusters
  Score: Raw -40008250.430654 + Penalty 14605.829362 = -39993644.601292
  nChanged 4166
		SP:Iteration 12Q (49970.160000 sec): 3 clusters
  Score: Raw -40010776.266429 + Penalty 14605.829362 = -39996170.437067
  nChanged 1699
		SP:Iteration 13Q (49971.100000 sec): 3 clusters
  Score: Raw -40011266.254906 + Penalty 14605.829362 = -39996660.425544
  nChanged 746
		SP:Iteration 14Q (49972.040000 sec): 3 clusters
  Score: Raw -40011377.616081 + Penalty 14605.829362 = -39996771.786719
  nChanged 351
		SP:Iteration 15Q (49972.980000 sec): 3 clusters
  Score: Raw -40011408.482664 + Penalty 14605.829362 = -39996802.653302
  nChanged 176
		SP:Iteration 16Q (49973.920000 sec): 3 clusters
  Score: Raw -40011418.992367 + Penalty 14605.829362 = -39996813.163005
  nChanged 98
		SP:Iteration 17Q (49974.850000 sec): 3 clusters
  Score: Raw -40011423.279576 + Penalty 14605.829362 = -39996817.450214
  nChanged 48
		SP:Iteration 18Q (49975.780000 sec): 3 clusters
  Score: Raw -40011425.034485 + Penalty 14605.829362 = -39996819.205123
  nChanged 28
		SP:Iteration 19Q (49976.720000 sec): 3 clusters
  Score: Raw -40011426.116239 + Penalty 14605.829362 = -39996820.286877
  nChanged 22
		SP:Iteration 20F (49977.870000 sec): 3 clusters
  Score: Raw -40011426.743101 + Penalty 14605.829362 = -39996820.913739
  nChanged 22
		SP:Iteration 21Q (49978.800000 sec): 3 clusters
  Score: Raw -40011427.474180 + Penalty 14605.829362 = -39996821.644818
  nChanged 9
		SP:Iteration 22Q (49979.740000 sec): 3 clusters
  Score: Raw -40011427.716326 + Penalty 14605.829362 = -39996821.886964
  nChanged 7
		SP:Iteration 23Q (49980.680000 sec): 3 clusters
  Score: Raw -40011427.889259 + Penalty 14605.829362 = -39996822.059897
  nChanged 3
		SP:Iteration 24Q (49981.610000 sec): 3 clusters
  Score: Raw -40011427.948743 + Penalty 14605.829362 = -39996822.119381
  nChanged 3
		SP:Iteration 25Q (49982.550000 sec): 3 clusters
  Score: Raw -40011428.007740 + Penalty 14605.829362 = -39996822.178378
  nChanged 0
		SP:Iteration 26F (49983.700000 sec): 3 clusters
  Score: Raw -40011428.007740 + Penalty 14605.829362 = -39996822.178378
  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 23.77 GB.

 Trying to split cluster 38 (856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49983.820000 sec): 2 clusters
  Score: Raw -205823.479954 + Penalty 4135.765605 = -201687.714349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49983.830000 sec): 3 clusters
  Score: Raw -206135.957704 + Penalty 8271.531211 = -197864.426493
  nChanged 137
		SP:Iteration 1F (49983.840000 sec): 3 clusters
  Score: Raw -206577.721873 + Penalty 8271.531211 = -198306.190662
  nChanged 49
		SP:Iteration 2F (49983.840000 sec): 3 clusters
  Score: Raw -206850.073328 + Penalty 8271.531211 = -198578.542117
  nChanged 40
		SP:Iteration 3Q (49983.850000 sec): 3 clusters
  Score: Raw -207063.481049 + Penalty 8271.531211 = -198791.949838
  nChanged 36
		SP:Iteration 4Q (49983.850000 sec): 3 clusters
  Score: Raw -207257.057078 + Penalty 8271.531211 = -198985.525867
  nChanged 34
		SP:Iteration 5Q (49983.860000 sec): 3 clusters
  Score: Raw -207482.080597 + Penalty 8271.531211 = -199210.549386
  nChanged 44
		SP:Iteration 6F (49983.860000 sec): 3 clusters
  Score: Raw -207853.667960 + Penalty 8271.531211 = -199582.136749
  nChanged 55
		SP:Iteration 7F (49983.870000 sec): 3 clusters
  Score: Raw -208222.042688 + Penalty 8271.531211 = -199950.511477
  nChanged 36
		SP:Iteration 8Q (49983.880000 sec): 3 clusters
  Score: Raw -208471.911505 + Penalty 8271.531211 = -200200.380294
  nChanged 23
		SP:Iteration 9Q (49983.880000 sec): 3 clusters
  Score: Raw -208668.581118 + Penalty 8271.531211 = -200397.049908
  nChanged 16
		SP:Iteration 10Q (49983.890000 sec): 3 clusters
  Score: Raw -208831.594325 + Penalty 8271.531211 = -200560.063114
  nChanged 8
		SP:Iteration 11Q (49983.890000 sec): 3 clusters
  Score: Raw -208995.405658 + Penalty 8271.531211 = -200723.874447
  nChanged 13
		SP:Iteration 12Q (49983.900000 sec): 3 clusters
  Score: Raw -209103.625506 + Penalty 8271.531211 = -200832.094295
  nChanged 7
		SP:Iteration 13Q (49983.900000 sec): 3 clusters
  Score: Raw -209278.863366 + Penalty 8271.531211 = -201007.332155
  nChanged 6
		SP:Iteration 14Q (49983.910000 sec): 3 clusters
  Score: Raw -209320.541028 + Penalty 8271.531211 = -201049.009817
  nChanged 2
		SP:Iteration 15Q (49983.910000 sec): 3 clusters
  Score: Raw -209333.670141 + Penalty 8271.531211 = -201062.138930
  nChanged 0
		SP:Iteration 16F (49983.920000 sec): 3 clusters
  Score: Raw -209343.843914 + Penalty 8271.531211 = -201072.312703
  nChanged 1
		SP:Iteration 17Q (49983.920000 sec): 3 clusters
  Score: Raw -209403.669396 + Penalty 8271.531211 = -201132.138186
  nChanged 2
		SP:Iteration 18Q (49983.930000 sec): 3 clusters
  Score: Raw -209419.137337 + Penalty 8271.531211 = -201147.606126
  nChanged 0
		SP:Iteration 19F (49983.930000 sec): 3 clusters
  Score: Raw -209419.137337 + Penalty 8271.531211 = -201147.606126
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49983.950000 sec): 2 clusters
  Score: Raw -449125.512474 + Penalty 4572.363176 = -444553.149298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49983.960000 sec): 3 clusters
  Score: Raw -448942.303790 + Penalty 9144.726352 = -439797.577438
  nChanged 354
		SP:Iteration 1F (49983.980000 sec): 3 clusters
  Score: Raw -449479.381378 + Penalty 9144.726352 = -440334.655026
  nChanged 96
		SP:Iteration 2F (49983.990000 sec): 3 clusters
  Score: Raw -449643.869919 + Penalty 9144.726352 = -440499.143567
  nChanged 42
		SP:Iteration 3Q (49984.000000 sec): 3 clusters
  Score: Raw -449717.058805 + Penalty 9144.726352 = -440572.332453
  nChanged 24
		SP:Iteration 4Q (49984.020000 sec): 3 clusters
  Score: Raw -449776.634133 + Penalty 9144.726352 = -440631.907781
  nChanged 23
		SP:Iteration 5Q (49984.030000 sec): 3 clusters
  Score: Raw -449825.415196 + Penalty 9144.726352 = -440680.688844
  nChanged 15
		SP:Iteration 6Q (49984.040000 sec): 3 clusters
  Score: Raw -449860.999316 + Penalty 9144.726352 = -440716.272964
  nChanged 17
		SP:Iteration 7Q (49984.050000 sec): 3 clusters
  Score: Raw -449887.305703 + Penalty 9144.726352 = -440742.579350
  nChanged 7
		SP:Iteration 8Q (49984.060000 sec): 3 clusters
  Score: Raw -449902.858747 + Penalty 9144.726352 = -440758.132395
  nChanged 7
		SP:Iteration 9Q (49984.080000 sec): 3 clusters
  Score: Raw -449913.158371 + Penalty 9144.726352 = -440768.432019
  nChanged 6
		SP:Iteration 10Q (49984.090000 sec): 3 clusters
  Score: Raw -449930.890942 + Penalty 9144.726352 = -440786.164590
  nChanged 5
		SP:Iteration 11Q (49984.100000 sec): 3 clusters
  Score: Raw -449938.254522 + Penalty 9144.726352 = -440793.528170
  nChanged 4
		SP:Iteration 12Q (49984.120000 sec): 3 clusters
  Score: Raw -449943.443332 + Penalty 9144.726352 = -440798.716979
  nChanged 2
		SP:Iteration 13Q (49984.130000 sec): 3 clusters
  Score: Raw -449947.188257 + Penalty 9144.726352 = -440802.461905
  nChanged 2
		SP:Iteration 14Q (49984.140000 sec): 3 clusters
  Score: Raw -449950.175112 + Penalty 9144.726352 = -440805.448760
  nChanged 2
		SP:Iteration 15Q (49984.150000 sec): 3 clusters
  Score: Raw -449953.571660 + Penalty 9144.726352 = -440808.845308
  nChanged 3
		SP:Iteration 16Q (49984.160000 sec): 3 clusters
  Score: Raw -449958.807954 + Penalty 9144.726352 = -440814.081601
  nChanged 2
		SP:Iteration 17Q (49984.180000 sec): 3 clusters
  Score: Raw -449962.358111 + Penalty 9144.726352 = -440817.631759
  nChanged 0
		SP:Iteration 18F (49984.190000 sec): 3 clusters
  Score: Raw -449962.358111 + Penalty 9144.726352 = -440817.631759
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49984.200000 sec): 2 clusters
  Score: Raw -134215.850931 + Penalty 3839.821474 = -130376.029457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49984.200000 sec): 3 clusters
  Score: Raw -134604.714887 + Penalty 7679.642948 = -126925.071940
  nChanged 40
		SP:Iteration 1F (49984.210000 sec): 3 clusters
  Score: Raw -134798.641104 + Penalty 7679.642948 = -127118.998157
  nChanged 12
		SP:Iteration 2Q (49984.220000 sec): 3 clusters
  Score: Raw -134858.729806 + Penalty 7679.642948 = -127179.086858
  nChanged 3
		SP:Iteration 3Q (49984.220000 sec): 3 clusters
  Score: Raw -134870.444944 + Penalty 7679.642948 = -127190.801996
  nChanged 1
		SP:Iteration 4Q (49984.220000 sec): 3 clusters
  Score: Raw -134878.305933 + Penalty 7679.642948 = -127198.662985
  nChanged 0
		SP:Iteration 5F (49984.230000 sec): 3 clusters
  Score: Raw -134878.305933 + Penalty 7679.642948 = -127198.662985
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49984.350000 sec): 2 clusters
  Score: Raw -4632512.510586 + Penalty 5987.970879 = -4626524.539707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49984.490000 sec): 3 clusters
  Score: Raw -4623622.629249 + Penalty 11975.941758 = -4611646.687491
  nChanged 7042
		SP:Iteration 1F (49984.620000 sec): 3 clusters
  Score: Raw -4627429.849566 + Penalty 11975.941758 = -4615453.907808
  nChanged 1136
		SP:Iteration 2F (49984.760000 sec): 3 clusters
  Score: Raw -4627983.114436 + Penalty 11975.941758 = -4616007.172679
  nChanged 837
		SP:Iteration 3Q (49984.890000 sec): 3 clusters
  Score: Raw -4628372.501695 + Penalty 11975.941758 = -4616396.559937
  nChanged 656
		SP:Iteration 4Q (49985.020000 sec): 3 clusters
  Score: Raw -4628644.811820 + Penalty 11975.941758 = -4616668.870062
  nChanged 548
		SP:Iteration 5Q (49985.160000 sec): 3 clusters
  Score: Raw -4628872.046416 + Penalty 11975.941758 = -4616896.104658
  nChanged 480
		SP:Iteration 6Q (49985.300000 sec): 3 clusters
  Score: Raw -4629063.723024 + Penalty 11975.941758 = -4617087.781267
  nChanged 435
		SP:Iteration 7Q (49985.430000 sec): 3 clusters
  Score: Raw -4629242.653055 + Penalty 11975.941758 = -4617266.711297
  nChanged 445
		SP:Iteration 8Q (49985.560000 sec): 3 clusters
  Score: Raw -4629430.231674 + Penalty 11975.941758 = -4617454.289917
  nChanged 436
		SP:Iteration 9Q (49985.700000 sec): 3 clusters
  Score: Raw -4629622.839018 + Penalty 11975.941758 = -4617646.897261
  nChanged 454
		SP:Iteration 10Q (49985.830000 sec): 3 clusters
  Score: Raw -4629822.721887 + Penalty 11975.941758 = -4617846.780129
  nChanged 455
		SP:Iteration 11Q (49985.970000 sec): 3 clusters
  Score: Raw -4630046.612768 + Penalty 11975.941758 = -4618070.671011
  nChanged 525
		SP:Iteration 12Q (49986.100000 sec): 3 clusters
  Score: Raw -4630313.117332 + Penalty 11975.941758 = -4618337.175574
  nChanged 529
		SP:Iteration 13Q (49986.240000 sec): 3 clusters
  Score: Raw -4630595.375289 + Penalty 11975.941758 = -4618619.433531
  nChanged 552
		SP:Iteration 14Q (49986.370000 sec): 3 clusters
  Score: Raw -4630896.951738 + Penalty 11975.941758 = -4618921.009981
  nChanged 548
		SP:Iteration 15Q (49986.500000 sec): 3 clusters
  Score: Raw -4631189.635889 + Penalty 11975.941758 = -4619213.694131
  nChanged 522
		SP:Iteration 16Q (49986.640000 sec): 3 clusters
  Score: Raw -4631465.422018 + Penalty 11975.941758 = -4619489.480260
  nChanged 462
		SP:Iteration 17Q (49986.780000 sec): 3 clusters
  Score: Raw -4631731.304124 + Penalty 11975.941758 = -4619755.362367
  nChanged 463
		SP:Iteration 18Q (49986.910000 sec): 3 clusters
  Score: Raw -4631960.633710 + Penalty 11975.941758 = -4619984.691953
  nChanged 406
		SP:Iteration 19Q (49987.050000 sec): 3 clusters
  Score: Raw -4632198.370720 + Penalty 11975.941758 = -4620222.428962
  nChanged 416
		SP:Iteration 20F (49987.180000 sec): 3 clusters
  Score: Raw -4632427.015852 + Penalty 11975.941758 = -4620451.074094
  nChanged 421
		SP:Iteration 21Q (49987.310000 sec): 3 clusters
  Score: Raw -4632651.330457 + Penalty 11975.941758 = -4620675.388699
  nChanged 385
		SP:Iteration 22Q (49987.450000 sec): 3 clusters
  Score: Raw -4632880.842729 + Penalty 11975.941758 = -4620904.900972
  nChanged 362
		SP:Iteration 23Q (49987.580000 sec): 3 clusters
  Score: Raw -4633099.501082 + Penalty 11975.941758 = -4621123.559324
  nChanged 371
		SP:Iteration 24Q (49987.710000 sec): 3 clusters
  Score: Raw -4633315.815084 + Penalty 11975.941758 = -4621339.873326
  nChanged 341
		SP:Iteration 25Q (49987.840000 sec): 3 clusters
  Score: Raw -4633502.614392 + Penalty 11975.941758 = -4621526.672634
  nChanged 301
		SP:Iteration 26Q (49987.970000 sec): 3 clusters
  Score: Raw -4633688.399304 + Penalty 11975.941758 = -4621712.457547
  nChanged 304
		SP:Iteration 27Q (49988.100000 sec): 3 clusters
  Score: Raw -4633880.196063 + Penalty 11975.941758 = -4621904.254305
  nChanged 296
		SP:Iteration 28Q (49988.230000 sec): 3 clusters
  Score: Raw -4634041.657159 + Penalty 11975.941758 = -4622065.715402
  nChanged 261
		SP:Iteration 29Q (49988.360000 sec): 3 clusters
  Score: Raw -4634166.535949 + Penalty 11975.941758 = -4622190.594191
  nChanged 203
		SP:Iteration 30Q (49988.490000 sec): 3 clusters
  Score: Raw -4634256.883121 + Penalty 11975.941758 = -4622280.941364
  nChanged 151
		SP:Iteration 31Q (49988.610000 sec): 3 clusters
  Score: Raw -4634327.605823 + Penalty 11975.941758 = -4622351.664066
  nChanged 135
		SP:Iteration 32Q (49988.740000 sec): 3 clusters
  Score: Raw -4634387.352989 + Penalty 11975.941758 = -4622411.411231
  nChanged 114
		SP:Iteration 33Q (49988.860000 sec): 3 clusters
  Score: Raw -4634432.346706 + Penalty 11975.941758 = -4622456.404949
  nChanged 89
		SP:Iteration 34Q (49988.990000 sec): 3 clusters
  Score: Raw -4634467.629952 + Penalty 11975.941758 = -4622491.688195
  nChanged 77
		SP:Iteration 35Q (49989.110000 sec): 3 clusters
  Score: Raw -4634491.930903 + Penalty 11975.941758 = -4622515.989145
  nChanged 73
		SP:Iteration 36Q (49989.240000 sec): 3 clusters
  Score: Raw -4634514.045612 + Penalty 11975.941758 = -4622538.103854
  nChanged 55
		SP:Iteration 37Q (49989.360000 sec): 3 clusters
  Score: Raw -4634531.864486 + Penalty 11975.941758 = -4622555.922729
  nChanged 48
		SP:Iteration 38Q (49989.490000 sec): 3 clusters
  Score: Raw -4634548.972907 + Penalty 11975.941758 = -4622573.031149
  nChanged 51
		SP:Iteration 39Q (49989.610000 sec): 3 clusters
  Score: Raw -4634565.855016 + Penalty 11975.941758 = -4622589.913259
  nChanged 48
		SP:Iteration 40F (49989.740000 sec): 3 clusters
  Score: Raw -4634585.465392 + Penalty 11975.941758 = -4622609.523634
  nChanged 45
		SP:Iteration 41Q (49989.870000 sec): 3 clusters
  Score: Raw -4634602.201259 + Penalty 11975.941758 = -4622626.259501
  nChanged 38
		SP:Iteration 42Q (49989.990000 sec): 3 clusters
  Score: Raw -4634613.419025 + Penalty 11975.941758 = -4622637.477267
  nChanged 33
		SP:Iteration 43Q (49990.120000 sec): 3 clusters
  Score: Raw -4634624.932200 + Penalty 11975.941758 = -4622648.990442
  nChanged 36
		SP:Iteration 44Q (49990.240000 sec): 3 clusters
  Score: Raw -4634637.291717 + Penalty 11975.941758 = -4622661.349960
  nChanged 37
		SP:Iteration 45Q (49990.360000 sec): 3 clusters
  Score: Raw -4634649.611879 + Penalty 11975.941758 = -4622673.670121
  nChanged 37
		SP:Iteration 46Q (49990.480000 sec): 3 clusters
  Score: Raw -4634663.802489 + Penalty 11975.941758 = -4622687.860731
  nChanged 38
		SP:Iteration 47Q (49990.600000 sec): 3 clusters
  Score: Raw -4634676.900163 + Penalty 11975.941758 = -4622700.958406
  nChanged 34
		SP:Iteration 48Q (49990.730000 sec): 3 clusters
  Score: Raw -4634686.944816 + Penalty 11975.941758 = -4622711.003059
  nChanged 24
		SP:Iteration 49Q (49990.850000 sec): 3 clusters
  Score: Raw -4634694.780042 + Penalty 11975.941758 = -4622718.838285
  nChanged 28
		SP:Iteration 50Q (49990.970000 sec): 3 clusters
  Score: Raw -4634701.628017 + Penalty 11975.941758 = -4622725.686260
  nChanged 21
		SP:Iteration 51Q (49991.090000 sec): 3 clusters
  Score: Raw -4634707.283368 + Penalty 11975.941758 = -4622731.341610
  nChanged 18
		SP:Iteration 52Q (49991.210000 sec): 3 clusters
  Score: Raw -4634712.203471 + Penalty 11975.941758 = -4622736.261714
  nChanged 20
		SP:Iteration 53Q (49991.330000 sec): 3 clusters
  Score: Raw -4634716.921943 + Penalty 11975.941758 = -4622740.980185
  nChanged 25
		SP:Iteration 54Q (49991.450000 sec): 3 clusters
  Score: Raw -4634723.059498 + Penalty 11975.941758 = -4622747.117740
  nChanged 19
		SP:Iteration 55Q (49991.580000 sec): 3 clusters
  Score: Raw -4634727.721790 + Penalty 11975.941758 = -4622751.780032
  nChanged 17
		SP:Iteration 56Q (49991.700000 sec): 3 clusters
  Score: Raw -4634731.600957 + Penalty 11975.941758 = -4622755.659199
  nChanged 13
		SP:Iteration 57Q (49991.820000 sec): 3 clusters
  Score: Raw -4634734.793368 + Penalty 11975.941758 = -4622758.851610
  nChanged 14
		SP:Iteration 58Q (49991.940000 sec): 3 clusters
  Score: Raw -4634738.103059 + Penalty 11975.941758 = -4622762.161301
  nChanged 6
		SP:Iteration 59Q (49992.060000 sec): 3 clusters
  Score: Raw -4634739.735316 + Penalty 11975.941758 = -4622763.793558
  nChanged 9
		SP:Iteration 60F (49992.190000 sec): 3 clusters
  Score: Raw -4634741.447843 + Penalty 11975.941758 = -4622765.506085
  nChanged 5
		SP:Iteration 61Q (49992.300000 sec): 3 clusters
  Score: Raw -4634743.314559 + Penalty 11975.941758 = -4622767.372802
  nChanged 11
		SP:Iteration 62Q (49992.420000 sec): 3 clusters
  Score: Raw -4634746.208988 + Penalty 11975.941758 = -4622770.267230
  nChanged 9
		SP:Iteration 63Q (49992.530000 sec): 3 clusters
  Score: Raw -4634748.581676 + Penalty 11975.941758 = -4622772.639918
  nChanged 9
		SP:Iteration 64Q (49992.650000 sec): 3 clusters
  Score: Raw -4634750.633497 + Penalty 11975.941758 = -4622774.691739
  nChanged 15
		SP:Iteration 65Q (49992.760000 sec): 3 clusters
  Score: Raw -4634753.682125 + Penalty 11975.941758 = -4622777.740368
  nChanged 11
		SP:Iteration 66Q (49992.880000 sec): 3 clusters
  Score: Raw -4634755.899560 + Penalty 11975.941758 = -4622779.957802
  nChanged 7
		SP:Iteration 67Q (49993.000000 sec): 3 clusters
  Score: Raw -4634757.114491 + Penalty 11975.941758 = -4622781.172734
  nChanged 2
		SP:Iteration 68Q (49993.110000 sec): 3 clusters
  Score: Raw -4634757.358836 + Penalty 11975.941758 = -4622781.417079
  nChanged 1
		SP:Iteration 69Q (49993.220000 sec): 3 clusters
  Score: Raw -4634757.523550 + Penalty 11975.941758 = -4622781.581792
  nChanged 2
		SP:Iteration 70Q (49993.340000 sec): 3 clusters
  Score: Raw -4634757.953509 + Penalty 11975.941758 = -4622782.011752
  nChanged 1
		SP:Iteration 71Q (49993.450000 sec): 3 clusters
  Score: Raw -4634758.185657 + Penalty 11975.941758 = -4622782.243900
  nChanged 0
		SP:Iteration 72F (49993.580000 sec): 3 clusters
  Score: Raw -4634758.185657 + Penalty 11975.941758 = -4622782.243900
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49993.620000 sec): 2 clusters
  Score: Raw -894851.072595 + Penalty 5019.303754 = -889831.768842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49993.640000 sec): 3 clusters
  Score: Raw -893810.661484 + Penalty 10038.607507 = -883772.053977
  nChanged 1050
		SP:Iteration 1F (49993.670000 sec): 3 clusters
  Score: Raw -894982.078865 + Penalty 10038.607507 = -884943.471358
  nChanged 351
		SP:Iteration 2F (49993.690000 sec): 3 clusters
  Score: Raw -895628.178779 + Penalty 10038.607507 = -885589.571272
  nChanged 265
		SP:Iteration 3F (49993.720000 sec): 3 clusters
  Score: Raw -896137.104918 + Penalty 10038.607507 = -886098.497411
  nChanged 206
		SP:Iteration 4F (49993.740000 sec): 3 clusters
  Score: Raw -896482.218483 + Penalty 10038.607507 = -886443.610976
  nChanged 156
		SP:Iteration 5Q (49993.770000 sec): 3 clusters
  Score: Raw -896737.330979 + Penalty 10038.607507 = -886698.723472
  nChanged 115
		SP:Iteration 6Q (49993.790000 sec): 3 clusters
  Score: Raw -896897.507691 + Penalty 10038.607507 = -886858.900184
  nChanged 68
		SP:Iteration 7Q (49993.820000 sec): 3 clusters
  Score: Raw -896994.940237 + Penalty 10038.607507 = -886956.332730
  nChanged 53
		SP:Iteration 8Q (49993.840000 sec): 3 clusters
  Score: Raw -897051.537346 + Penalty 10038.607507 = -887012.929838
  nChanged 27
		SP:Iteration 9Q (49993.860000 sec): 3 clusters
  Score: Raw -897081.946238 + Penalty 10038.607507 = -887043.338731
  nChanged 27
		SP:Iteration 10Q (49993.880000 sec): 3 clusters
  Score: Raw -897112.028921 + Penalty 10038.607507 = -887073.421414
  nChanged 27
		SP:Iteration 11Q (49993.900000 sec): 3 clusters
  Score: Raw -897137.529113 + Penalty 10038.607507 = -887098.921606
  nChanged 16
		SP:Iteration 12Q (49993.930000 sec): 3 clusters
  Score: Raw -897157.194939 + Penalty 10038.607507 = -887118.587432
  nChanged 23
		SP:Iteration 13Q (49993.950000 sec): 3 clusters
  Score: Raw -897186.058771 + Penalty 10038.607507 = -887147.451264
  nChanged 19
		SP:Iteration 14Q (49993.970000 sec): 3 clusters
  Score: Raw -897205.195483 + Penalty 10038.607507 = -887166.587976
  nChanged 14
		SP:Iteration 15Q (49994.000000 sec): 3 clusters
  Score: Raw -897221.457142 + Penalty 10038.607507 = -887182.849635
  nChanged 12
		SP:Iteration 16Q (49994.020000 sec): 3 clusters
  Score: Raw -897230.513269 + Penalty 10038.607507 = -887191.905762
  nChanged 7
		SP:Iteration 17Q (49994.040000 sec): 3 clusters
  Score: Raw -897240.147212 + Penalty 10038.607507 = -887201.539705
  nChanged 10
		SP:Iteration 18Q (49994.060000 sec): 3 clusters
  Score: Raw -897254.044869 + Penalty 10038.607507 = -887215.437361
  nChanged 7
		SP:Iteration 19Q (49994.080000 sec): 3 clusters
  Score: Raw -897258.359102 + Penalty 10038.607507 = -887219.751594
  nChanged 5
		SP:Iteration 20F (49994.110000 sec): 3 clusters
  Score: Raw -897261.682200 + Penalty 10038.607507 = -887223.074693
  nChanged 5
		SP:Iteration 21Q (49994.130000 sec): 3 clusters
  Score: Raw -897272.514960 + Penalty 10038.607507 = -887233.907453
  nChanged 3
		SP:Iteration 22Q (49994.160000 sec): 3 clusters
  Score: Raw -897276.263369 + Penalty 10038.607507 = -887237.655862
  nChanged 2
		SP:Iteration 23Q (49994.180000 sec): 3 clusters
  Score: Raw -897277.595371 + Penalty 10038.607507 = -887238.987864
  nChanged 0
		SP:Iteration 24F (49994.200000 sec): 3 clusters
  Score: Raw -897277.595371 + Penalty 10038.607507 = -887238.987864
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49994.220000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49994.230000 sec): 3 clusters
  Score: Raw -382126.730698 + Penalty 8912.086091 = -373214.644607
  nChanged 279
		SP:Iteration 1F (49994.240000 sec): 3 clusters
  Score: Raw -382621.216305 + Penalty 8912.086091 = -373709.130214
  nChanged 67
		SP:Iteration 2Q (49994.250000 sec): 3 clusters
  Score: Raw -382827.479991 + Penalty 8912.086091 = -373915.393899
  nChanged 43
		SP:Iteration 3Q (49994.260000 sec): 3 clusters
  Score: Raw -382993.425829 + Penalty 8912.086091 = -374081.339737
  nChanged 43
		SP:Iteration 4Q (49994.270000 sec): 3 clusters
  Score: Raw -383110.506155 + Penalty 8912.086091 = -374198.420063
  nChanged 33
		SP:Iteration 5Q (49994.280000 sec): 3 clusters
  Score: Raw -383209.678964 + Penalty 8912.086091 = -374297.592873
  nChanged 42
		SP:Iteration 6Q (49994.290000 sec): 3 clusters
  Score: Raw -383296.887091 + Penalty 8912.086091 = -374384.801000
  nChanged 25
		SP:Iteration 7Q (49994.300000 sec): 3 clusters
  Score: Raw -383350.978136 + Penalty 8912.086091 = -374438.892044
  nChanged 22
		SP:Iteration 8Q (49994.310000 sec): 3 clusters
  Score: Raw -383394.936600 + Penalty 8912.086091 = -374482.850509
  nChanged 19
		SP:Iteration 9Q (49994.320000 sec): 3 clusters
  Score: Raw -383435.390839 + Penalty 8912.086091 = -374523.304747
  nChanged 13
		SP:Iteration 10Q (49994.330000 sec): 3 clusters
  Score: Raw -383460.553110 + Penalty 8912.086091 = -374548.467019
  nChanged 8
		SP:Iteration 11Q (49994.340000 sec): 3 clusters
  Score: Raw -383478.460080 + Penalty 8912.086091 = -374566.373989
  nChanged 10
		SP:Iteration 12Q (49994.350000 sec): 3 clusters
  Score: Raw -383501.436596 + Penalty 8912.086091 = -374589.350505
  nChanged 2
		SP:Iteration 13Q (49994.360000 sec): 3 clusters
  Score: Raw -383505.117199 + Penalty 8912.086091 = -374593.031108
  nChanged 1
		SP:Iteration 14Q (49994.360000 sec): 3 clusters
  Score: Raw -383507.094600 + Penalty 8912.086091 = -374595.008509
  nChanged 4
		SP:Iteration 15Q (49994.380000 sec): 3 clusters
  Score: Raw -383515.979524 + Penalty 8912.086091 = -374603.893433
  nChanged 2
		SP:Iteration 16Q (49994.380000 sec): 3 clusters
  Score: Raw -383520.033766 + Penalty 8912.086091 = -374607.947675
  nChanged 3
		SP:Iteration 17Q (49994.390000 sec): 3 clusters
  Score: Raw -383527.806537 + Penalty 8912.086091 = -374615.720446
  nChanged 6
		SP:Iteration 18Q (49994.400000 sec): 3 clusters
  Score: Raw -383547.295209 + Penalty 8912.086091 = -374635.209118
  nChanged 7
		SP:Iteration 19Q (49994.410000 sec): 3 clusters
  Score: Raw -383564.303650 + Penalty 8912.086091 = -374652.217558
  nChanged 5
		SP:Iteration 20F (49994.420000 sec): 3 clusters
  Score: Raw -383577.805134 + Penalty 8912.086091 = -374665.719043
  nChanged 2
		SP:Iteration 21Q (49994.430000 sec): 3 clusters
  Score: Raw -383583.200054 + Penalty 8912.086091 = -374671.113963
  nChanged 0
		SP:Iteration 22F (49994.440000 sec): 3 clusters
  Score: Raw -383583.200054 + Penalty 8912.086091 = -374671.113963
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49994.450000 sec): 2 clusters
  Score: Raw -336678.841676 + Penalty 4394.049471 = -332284.792205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49994.460000 sec): 3 clusters
  Score: Raw -336686.205691 + Penalty 8788.098942 = -327898.106749
  nChanged 216
		SP:Iteration 1F (49994.470000 sec): 3 clusters
  Score: Raw -337071.571945 + Penalty 8788.098942 = -328283.473004
  nChanged 55
		SP:Iteration 2Q (49994.480000 sec): 3 clusters
  Score: Raw -337191.016530 + Penalty 8788.098942 = -328402.917588
  nChanged 32
		SP:Iteration 3Q (49994.490000 sec): 3 clusters
  Score: Raw -337269.016423 + Penalty 8788.098942 = -328480.917482
  nChanged 23
		SP:Iteration 4Q (49994.500000 sec): 3 clusters
  Score: Raw -337317.677348 + Penalty 8788.098942 = -328529.578407
  nChanged 11
		SP:Iteration 5Q (49994.510000 sec): 3 clusters
  Score: Raw -337343.010579 + Penalty 8788.098942 = -328554.911637
  nChanged 8
		SP:Iteration 6Q (49994.520000 sec): 3 clusters
  Score: Raw -337356.748092 + Penalty 8788.098942 = -328568.649150
  nChanged 3
		SP:Iteration 7Q (49994.530000 sec): 3 clusters
  Score: Raw -337362.816574 + Penalty 8788.098942 = -328574.717632
  nChanged 3
		SP:Iteration 8Q (49994.540000 sec): 3 clusters
  Score: Raw -337369.511826 + Penalty 8788.098942 = -328581.412885
  nChanged 0
		SP:Iteration 9F (49994.550000 sec): 3 clusters
  Score: Raw -337369.511826 + Penalty 8788.098942 = -328581.412885
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49994.640000 sec): 2 clusters
  Score: Raw -3469482.199843 + Penalty 5817.707162 = -3463664.492682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49994.740000 sec): 3 clusters
  Score: Raw -3462936.605371 + Penalty 11635.414323 = -3451301.191048
  nChanged 5196
		SP:Iteration 1F (49994.840000 sec): 3 clusters
  Score: Raw -3465811.136101 + Penalty 11635.414323 = -3454175.721778
  nChanged 944
		SP:Iteration 2F (49994.930000 sec): 3 clusters
  Score: Raw -3466336.049063 + Penalty 11635.414323 = -3454700.634740
  nChanged 660
		SP:Iteration 3Q (49995.030000 sec): 3 clusters
  Score: Raw -3466661.421834 + Penalty 11635.414323 = -3455026.007511
  nChanged 467
		SP:Iteration 4Q (49995.120000 sec): 3 clusters
  Score: Raw -3466864.032984 + Penalty 11635.414323 = -3455228.618661
  nChanged 329
		SP:Iteration 5Q (49995.220000 sec): 3 clusters
  Score: Raw -3467009.250122 + Penalty 11635.414323 = -3455373.835799
  nChanged 283
		SP:Iteration 6Q (49995.320000 sec): 3 clusters
  Score: Raw -3467134.179205 + Penalty 11635.414323 = -3455498.764882
  nChanged 258
		SP:Iteration 7Q (49995.420000 sec): 3 clusters
  Score: Raw -3467246.962342 + Penalty 11635.414323 = -3455611.548019
  nChanged 274
		SP:Iteration 8Q (49995.510000 sec): 3 clusters
  Score: Raw -3467370.332970 + Penalty 11635.414323 = -3455734.918646
  nChanged 261
		SP:Iteration 9Q (49995.610000 sec): 3 clusters
  Score: Raw -3467496.962462 + Penalty 11635.414323 = -3455861.548139
  nChanged 260
		SP:Iteration 10Q (49995.710000 sec): 3 clusters
  Score: Raw -3467631.765840 + Penalty 11635.414323 = -3455996.351517
  nChanged 281
		SP:Iteration 11Q (49995.800000 sec): 3 clusters
  Score: Raw -3467774.082619 + Penalty 11635.414323 = -3456138.668296
  nChanged 278
		SP:Iteration 12Q (49995.900000 sec): 3 clusters
  Score: Raw -3467945.220478 + Penalty 11635.414323 = -3456309.806155
  nChanged 351
		SP:Iteration 13Q (49996.000000 sec): 3 clusters
  Score: Raw -3468165.858292 + Penalty 11635.414323 = -3456530.443969
  nChanged 369
		SP:Iteration 14Q (49996.090000 sec): 3 clusters
  Score: Raw -3468406.930787 + Penalty 11635.414323 = -3456771.516464
  nChanged 375
		SP:Iteration 15Q (49996.190000 sec): 3 clusters
  Score: Raw -3468666.621161 + Penalty 11635.414323 = -3457031.206838
  nChanged 399
		SP:Iteration 16Q (49996.290000 sec): 3 clusters
  Score: Raw -3468961.981396 + Penalty 11635.414323 = -3457326.567073
  nChanged 397
		SP:Iteration 17Q (49996.390000 sec): 3 clusters
  Score: Raw -3469271.500974 + Penalty 11635.414323 = -3457636.086651
  nChanged 391
		SP:Iteration 18Q (49996.490000 sec): 3 clusters
  Score: Raw -3469553.289802 + Penalty 11635.414323 = -3457917.875478
  nChanged 371
		SP:Iteration 19Q (49996.580000 sec): 3 clusters
  Score: Raw -3469828.006639 + Penalty 11635.414323 = -3458192.592316
  nChanged 337
		SP:Iteration 20F (49996.680000 sec): 3 clusters
  Score: Raw -3470049.174454 + Penalty 11635.414323 = -3458413.760131
  nChanged 281
		SP:Iteration 21Q (49996.780000 sec): 3 clusters
  Score: Raw -3470231.712893 + Penalty 11635.414323 = -3458596.298570
  nChanged 214
		SP:Iteration 22Q (49996.880000 sec): 3 clusters
  Score: Raw -3470357.449568 + Penalty 11635.414323 = -3458722.035245
  nChanged 171
		SP:Iteration 23Q (49996.970000 sec): 3 clusters
  Score: Raw -3470443.644264 + Penalty 11635.414323 = -3458808.229940
  nChanged 133
		SP:Iteration 24Q (49997.060000 sec): 3 clusters
  Score: Raw -3470511.709492 + Penalty 11635.414323 = -3458876.295169
  nChanged 116
		SP:Iteration 25Q (49997.150000 sec): 3 clusters
  Score: Raw -3470575.760340 + Penalty 11635.414323 = -3458940.346017
  nChanged 108
		SP:Iteration 26Q (49997.240000 sec): 3 clusters
  Score: Raw -3470629.877763 + Penalty 11635.414323 = -3458994.463440
  nChanged 101
		SP:Iteration 27Q (49997.340000 sec): 3 clusters
  Score: Raw -3470684.173404 + Penalty 11635.414323 = -3459048.759081
  nChanged 108
		SP:Iteration 28Q (49997.420000 sec): 3 clusters
  Score: Raw -3470738.390307 + Penalty 11635.414323 = -3459102.975984
  nChanged 85
		SP:Iteration 29Q (49997.520000 sec): 3 clusters
  Score: Raw -3470775.564192 + Penalty 11635.414323 = -3459140.149868
  nChanged 68
		SP:Iteration 30Q (49997.600000 sec): 3 clusters
  Score: Raw -3470806.013572 + Penalty 11635.414323 = -3459170.599249
  nChanged 61
		SP:Iteration 31Q (49997.700000 sec): 3 clusters
  Score: Raw -3470832.056492 + Penalty 11635.414323 = -3459196.642169
  nChanged 53
		SP:Iteration 32Q (49997.790000 sec): 3 clusters
  Score: Raw -3470855.800967 + Penalty 11635.414323 = -3459220.386644
  nChanged 36
		SP:Iteration 33Q (49997.880000 sec): 3 clusters
  Score: Raw -3470869.217410 + Penalty 11635.414323 = -3459233.803087
  nChanged 30
		SP:Iteration 34Q (49997.970000 sec): 3 clusters
  Score: Raw -3470882.731456 + Penalty 11635.414323 = -3459247.317133
  nChanged 25
		SP:Iteration 35Q (49998.060000 sec): 3 clusters
  Score: Raw -3470891.992222 + Penalty 11635.414323 = -3459256.577899
  nChanged 14
		SP:Iteration 36Q (49998.140000 sec): 3 clusters
  Score: Raw -3470896.275321 + Penalty 11635.414323 = -3459260.860998
  nChanged 8
		SP:Iteration 37Q (49998.230000 sec): 3 clusters
  Score: Raw -3470900.541540 + Penalty 11635.414323 = -3459265.127217
  nChanged 9
		SP:Iteration 38Q (49998.320000 sec): 3 clusters
  Score: Raw -3470903.443533 + Penalty 11635.414323 = -3459268.029210
  nChanged 10
		SP:Iteration 39Q (49998.410000 sec): 3 clusters
  Score: Raw -3470906.758144 + Penalty 11635.414323 = -3459271.343821
  nChanged 12
		SP:Iteration 40F (49998.510000 sec): 3 clusters
  Score: Raw -3470911.140950 + Penalty 11635.414323 = -3459275.726626
  nChanged 7
		SP:Iteration 41Q (49998.600000 sec): 3 clusters
  Score: Raw -3470913.353096 + Penalty 11635.414323 = -3459277.938773
  nChanged 7
		SP:Iteration 42Q (49998.690000 sec): 3 clusters
  Score: Raw -3470916.407370 + Penalty 11635.414323 = -3459280.993047
  nChanged 9
		SP:Iteration 43Q (49998.780000 sec): 3 clusters
  Score: Raw -3470920.190051 + Penalty 11635.414323 = -3459284.775728
  nChanged 9
		SP:Iteration 44Q (49998.860000 sec): 3 clusters
  Score: Raw -3470924.564915 + Penalty 11635.414323 = -3459289.150592
  nChanged 6
		SP:Iteration 45Q (49998.950000 sec): 3 clusters
  Score: Raw -3470926.712280 + Penalty 11635.414323 = -3459291.297957
  nChanged 6
		SP:Iteration 46Q (49999.040000 sec): 3 clusters
  Score: Raw -3470929.773594 + Penalty 11635.414323 = -3459294.359271
  nChanged 7
		SP:Iteration 47Q (49999.130000 sec): 3 clusters
  Score: Raw -3470932.149036 + Penalty 11635.414323 = -3459296.734713
  nChanged 2
		SP:Iteration 48Q (49999.220000 sec): 3 clusters
  Score: Raw -3470932.945299 + Penalty 11635.414323 = -3459297.530976
  nChanged 3
		SP:Iteration 49Q (49999.310000 sec): 3 clusters
  Score: Raw -3470934.090562 + Penalty 11635.414323 = -3459298.676239
  nChanged 2
		SP:Iteration 50Q (49999.400000 sec): 3 clusters
  Score: Raw -3470934.752933 + Penalty 11635.414323 = -3459299.338610
  nChanged 1
		SP:Iteration 51Q (49999.480000 sec): 3 clusters
  Score: Raw -3470935.214710 + Penalty 11635.414323 = -3459299.800386
  nChanged 2
		SP:Iteration 52Q (49999.570000 sec): 3 clusters
  Score: Raw -3470936.125707 + Penalty 11635.414323 = -3459300.711384
  nChanged 6
		SP:Iteration 53Q (49999.660000 sec): 3 clusters
  Score: Raw -3470938.256415 + Penalty 11635.414323 = -3459302.842092
  nChanged 1
		SP:Iteration 54Q (49999.750000 sec): 3 clusters
  Score: Raw -3470938.470208 + Penalty 11635.414323 = -3459303.055885
  nChanged 1
		SP:Iteration 55Q (49999.840000 sec): 3 clusters
  Score: Raw -3470938.895042 + Penalty 11635.414323 = -3459303.480719
  nChanged 2
		SP:Iteration 56Q (49999.920000 sec): 3 clusters
  Score: Raw -3470939.498422 + Penalty 11635.414323 = -3459304.084099
  nChanged 5
		SP:Iteration 57Q (50000.020000 sec): 3 clusters
  Score: Raw -3470941.204793 + Penalty 11635.414323 = -3459305.790470
  nChanged 1
		SP:Iteration 58Q (50000.100000 sec): 3 clusters
  Score: Raw -3470941.480827 + Penalty 11635.414323 = -3459306.066504
  nChanged 2
		SP:Iteration 59Q (50000.190000 sec): 3 clusters
  Score: Raw -3470942.059283 + Penalty 11635.414323 = -3459306.644959
  nChanged 1
		SP:Iteration 60F (50000.290000 sec): 3 clusters
  Score: Raw -3470942.651556 + Penalty 11635.414323 = -3459307.237233
  nChanged 1
		SP:Iteration 61Q (50000.380000 sec): 3 clusters
  Score: Raw -3470942.990998 + Penalty 11635.414323 = -3459307.576675
  nChanged 0
		SP:Iteration 62F (50000.480000 sec): 3 clusters
  Score: Raw -3470942.990998 + Penalty 11635.414323 = -3459307.576675
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (15910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50000.590000 sec): 2 clusters
  Score: Raw -4242169.646023 + Penalty 5925.755662 = -4236243.890361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50000.710000 sec): 3 clusters
  Score: Raw -4234154.387059 + Penalty 11851.511324 = -4222302.875735
  nChanged 6258
		SP:Iteration 1F (50000.830000 sec): 3 clusters
  Score: Raw -4237582.022421 + Penalty 11851.511324 = -4225730.511097
  nChanged 1066
		SP:Iteration 2F (50000.950000 sec): 3 clusters
  Score: Raw -4238101.811647 + Penalty 11851.511324 = -4226250.300323
  nChanged 681
		SP:Iteration 3Q (50001.070000 sec): 3 clusters
  Score: Raw -4238400.828965 + Penalty 11851.511324 = -4226549.317642
  nChanged 524
		SP:Iteration 4Q (50001.200000 sec): 3 clusters
  Score: Raw -4238604.613537 + Penalty 11851.511324 = -4226753.102213
  nChanged 391
		SP:Iteration 5Q (50001.320000 sec): 3 clusters
  Score: Raw -4238744.997256 + Penalty 11851.511324 = -4226893.485933
  nChanged 323
		SP:Iteration 6Q (50001.440000 sec): 3 clusters
  Score: Raw -4238862.605092 + Penalty 11851.511324 = -4227011.093768
  nChanged 269
		SP:Iteration 7Q (50001.560000 sec): 3 clusters
  Score: Raw -4238951.674267 + Penalty 11851.511324 = -4227100.162943
  nChanged 224
		SP:Iteration 8Q (50001.680000 sec): 3 clusters
  Score: Raw -4239021.765705 + Penalty 11851.511324 = -4227170.254382
  nChanged 192
		SP:Iteration 9Q (50001.800000 sec): 3 clusters
  Score: Raw -4239081.959088 + Penalty 11851.511324 = -4227230.447764
  nChanged 175
		SP:Iteration 10Q (50001.930000 sec): 3 clusters
  Score: Raw -4239134.248400 + Penalty 11851.511324 = -4227282.737077
  nChanged 174
		SP:Iteration 11Q (50002.050000 sec): 3 clusters
  Score: Raw -4239190.417472 + Penalty 11851.511324 = -4227338.906148
  nChanged 186
		SP:Iteration 12Q (50002.170000 sec): 3 clusters
  Score: Raw -4239245.019689 + Penalty 11851.511324 = -4227393.508365
  nChanged 158
		SP:Iteration 13Q (50002.290000 sec): 3 clusters
  Score: Raw -4239287.966817 + Penalty 11851.511324 = -4227436.455493
  nChanged 145
		SP:Iteration 14Q (50002.410000 sec): 3 clusters
  Score: Raw -4239322.781603 + Penalty 11851.511324 = -4227471.270280
  nChanged 111
		SP:Iteration 15Q (50002.530000 sec): 3 clusters
  Score: Raw -4239352.464456 + Penalty 11851.511324 = -4227500.953133
  nChanged 109
		SP:Iteration 16Q (50002.660000 sec): 3 clusters
  Score: Raw -4239381.225172 + Penalty 11851.511324 = -4227529.713849
  nChanged 108
		SP:Iteration 17Q (50002.780000 sec): 3 clusters
  Score: Raw -4239411.556788 + Penalty 11851.511324 = -4227560.045465
  nChanged 124
		SP:Iteration 18Q (50002.900000 sec): 3 clusters
  Score: Raw -4239444.673138 + Penalty 11851.511324 = -4227593.161814
  nChanged 118
		SP:Iteration 19Q (50003.020000 sec): 3 clusters
  Score: Raw -4239476.512332 + Penalty 11851.511324 = -4227625.001008
  nChanged 118
		SP:Iteration 20F (50003.140000 sec): 3 clusters
  Score: Raw -4239509.553356 + Penalty 11851.511324 = -4227658.042032
  nChanged 122
		SP:Iteration 21Q (50003.260000 sec): 3 clusters
  Score: Raw -4239539.078461 + Penalty 11851.511324 = -4227687.567137
  nChanged 95
		SP:Iteration 22Q (50003.380000 sec): 3 clusters
  Score: Raw -4239564.044602 + Penalty 11851.511324 = -4227712.533278
  nChanged 107
		SP:Iteration 23Q (50003.500000 sec): 3 clusters
  Score: Raw -4239590.471809 + Penalty 11851.511324 = -4227738.960486
  nChanged 102
		SP:Iteration 24Q (50003.620000 sec): 3 clusters
  Score: Raw -4239616.008649 + Penalty 11851.511324 = -4227764.497325
  nChanged 108
		SP:Iteration 25Q (50003.740000 sec): 3 clusters
  Score: Raw -4239644.778373 + Penalty 11851.511324 = -4227793.267049
  nChanged 104
		SP:Iteration 26Q (50003.870000 sec): 3 clusters
  Score: Raw -4239673.879951 + Penalty 11851.511324 = -4227822.368628
  nChanged 113
		SP:Iteration 27Q (50003.990000 sec): 3 clusters
  Score: Raw -4239701.990398 + Penalty 11851.511324 = -4227850.479074
  nChanged 102
		SP:Iteration 28Q (50004.110000 sec): 3 clusters
  Score: Raw -4239728.296265 + Penalty 11851.511324 = -4227876.784941
  nChanged 99
		SP:Iteration 29Q (50004.230000 sec): 3 clusters
  Score: Raw -4239755.914324 + Penalty 11851.511324 = -4227904.403000
  nChanged 122
		SP:Iteration 30Q (50004.350000 sec): 3 clusters
  Score: Raw -4239794.225473 + Penalty 11851.511324 = -4227942.714150
  nChanged 129
		SP:Iteration 31Q (50004.470000 sec): 3 clusters
  Score: Raw -4239831.885133 + Penalty 11851.511324 = -4227980.373810
  nChanged 149
		SP:Iteration 32Q (50004.600000 sec): 3 clusters
  Score: Raw -4239875.688308 + Penalty 11851.511324 = -4228024.176985
  nChanged 157
		SP:Iteration 33Q (50004.720000 sec): 3 clusters
  Score: Raw -4239922.806418 + Penalty 11851.511324 = -4228071.295094
  nChanged 149
		SP:Iteration 34Q (50004.840000 sec): 3 clusters
  Score: Raw -4239967.192434 + Penalty 11851.511324 = -4228115.681110
  nChanged 155
		SP:Iteration 35Q (50004.960000 sec): 3 clusters
  Score: Raw -4240011.463248 + Penalty 11851.511324 = -4228159.951924
  nChanged 165
		SP:Iteration 36Q (50005.080000 sec): 3 clusters
  Score: Raw -4240060.432088 + Penalty 11851.511324 = -4228208.920765
  nChanged 171
		SP:Iteration 37Q (50005.200000 sec): 3 clusters
  Score: Raw -4240120.659525 + Penalty 11851.511324 = -4228269.148202
  nChanged 203
		SP:Iteration 38Q (50005.320000 sec): 3 clusters
  Score: Raw -4240197.035971 + Penalty 11851.511324 = -4228345.524647
  nChanged 204
		SP:Iteration 39Q (50005.440000 sec): 3 clusters
  Score: Raw -4240270.883681 + Penalty 11851.511324 = -4228419.372357
  nChanged 230
		SP:Iteration 40F (50005.560000 sec): 3 clusters
  Score: Raw -4240363.859543 + Penalty 11851.511324 = -4228512.348220
  nChanged 265
		SP:Iteration 41Q (50005.680000 sec): 3 clusters
  Score: Raw -4240473.904449 + Penalty 11851.511324 = -4228622.393125
  nChanged 294
		SP:Iteration 42Q (50005.810000 sec): 3 clusters
  Score: Raw -4240596.612118 + Penalty 11851.511324 = -4228745.100794
  nChanged 285
		SP:Iteration 43Q (50005.930000 sec): 3 clusters
  Score: Raw -4240726.072986 + Penalty 11851.511324 = -4228874.561662
  nChanged 304
		SP:Iteration 44Q (50006.050000 sec): 3 clusters
  Score: Raw -4240872.132135 + Penalty 11851.511324 = -4229020.620811
  nChanged 342
		SP:Iteration 45Q (50006.170000 sec): 3 clusters
  Score: Raw -4241039.368611 + Penalty 11851.511324 = -4229187.857287
  nChanged 338
		SP:Iteration 46Q (50006.290000 sec): 3 clusters
  Score: Raw -4241214.379370 + Penalty 11851.511324 = -4229362.868046
  nChanged 320
		SP:Iteration 47Q (50006.410000 sec): 3 clusters
  Score: Raw -4241383.076223 + Penalty 11851.511324 = -4229531.564899
  nChanged 320
		SP:Iteration 48Q (50006.530000 sec): 3 clusters
  Score: Raw -4241563.831328 + Penalty 11851.511324 = -4229712.320004
  nChanged 316
		SP:Iteration 49Q (50006.650000 sec): 3 clusters
  Score: Raw -4241751.278987 + Penalty 11851.511324 = -4229899.767664
  nChanged 295
		SP:Iteration 50Q (50006.770000 sec): 3 clusters
  Score: Raw -4241931.157289 + Penalty 11851.511324 = -4230079.645966
  nChanged 287
		SP:Iteration 51Q (50006.890000 sec): 3 clusters
  Score: Raw -4242122.756911 + Penalty 11851.511324 = -4230271.245587
  nChanged 266
		SP:Iteration 52Q (50007.010000 sec): 3 clusters
  Score: Raw -4242301.659503 + Penalty 11851.511324 = -4230450.148179
  nChanged 243
		SP:Iteration 53Q (50007.130000 sec): 3 clusters
  Score: Raw -4242462.769286 + Penalty 11851.511324 = -4230611.257963
  nChanged 222
		SP:Iteration 54Q (50007.250000 sec): 3 clusters
  Score: Raw -4242613.824275 + Penalty 11851.511324 = -4230762.312951
  nChanged 200
		SP:Iteration 55Q (50007.370000 sec): 3 clusters
  Score: Raw -4242756.387441 + Penalty 11851.511324 = -4230904.876117
  nChanged 164
		SP:Iteration 56Q (50007.480000 sec): 3 clusters
  Score: Raw -4242878.170957 + Penalty 11851.511324 = -4231026.659634
  nChanged 160
		SP:Iteration 57Q (50007.600000 sec): 3 clusters
  Score: Raw -4243001.665870 + Penalty 11851.511324 = -4231150.154547
  nChanged 144
		SP:Iteration 58Q (50007.710000 sec): 3 clusters
  Score: Raw -4243113.517172 + Penalty 11851.511324 = -4231262.005849
  nChanged 118
		SP:Iteration 59Q (50007.820000 sec): 3 clusters
  Score: Raw -4243198.443733 + Penalty 11851.511324 = -4231346.932409
  nChanged 112
		SP:Iteration 60F (50007.940000 sec): 3 clusters
  Score: Raw -4243274.046751 + Penalty 11851.511324 = -4231422.535428
  nChanged 105
		SP:Iteration 61Q (50008.050000 sec): 3 clusters
  Score: Raw -4243349.183289 + Penalty 11851.511324 = -4231497.671966
  nChanged 76
		SP:Iteration 62Q (50008.160000 sec): 3 clusters
  Score: Raw -4243405.858471 + Penalty 11851.511324 = -4231554.347147
  nChanged 73
		SP:Iteration 63Q (50008.260000 sec): 3 clusters
  Score: Raw -4243455.947752 + Penalty 11851.511324 = -4231604.436428
  nChanged 63
		SP:Iteration 64Q (50008.360000 sec): 3 clusters
  Score: Raw -4243500.934068 + Penalty 11851.511324 = -4231649.422745
  nChanged 58
		SP:Iteration 65Q (50008.470000 sec): 3 clusters
  Score: Raw -4243544.031329 + Penalty 11851.511324 = -4231692.520006
  nChanged 49
		SP:Iteration 66Q (50008.570000 sec): 3 clusters
  Score: Raw -4243581.286031 + Penalty 11851.511324 = -4231729.774707
  nChanged 47
		SP:Iteration 67Q (50008.670000 sec): 3 clusters
  Score: Raw -4243614.253597 + Penalty 11851.511324 = -4231762.742273
  nChanged 45
		SP:Iteration 68Q (50008.770000 sec): 3 clusters
  Score: Raw -4243645.304511 + Penalty 11851.511324 = -4231793.793188
  nChanged 37
		SP:Iteration 69Q (50008.870000 sec): 3 clusters
  Score: Raw -4243674.879560 + Penalty 11851.511324 = -4231823.368237
  nChanged 38
		SP:Iteration 70Q (50008.970000 sec): 3 clusters
  Score: Raw -4243707.296381 + Penalty 11851.511324 = -4231855.785057
  nChanged 41
		SP:Iteration 71Q (50009.070000 sec): 3 clusters
  Score: Raw -4243745.083185 + Penalty 11851.511324 = -4231893.571862
  nChanged 40
		SP:Iteration 72Q (50009.160000 sec): 3 clusters
  Score: Raw -4243781.569537 + Penalty 11851.511324 = -4231930.058214
  nChanged 39
		SP:Iteration 73Q (50009.260000 sec): 3 clusters
  Score: Raw -4243820.572462 + Penalty 11851.511324 = -4231969.061138
  nChanged 42
		SP:Iteration 74Q (50009.360000 sec): 3 clusters
  Score: Raw -4243863.740681 + Penalty 11851.511324 = -4232012.229358
  nChanged 48
		SP:Iteration 75Q (50009.450000 sec): 3 clusters
  Score: Raw -4243904.488372 + Penalty 11851.511324 = -4232052.977048
  nChanged 45
		SP:Iteration 76Q (50009.540000 sec): 3 clusters
  Score: Raw -4243943.685461 + Penalty 11851.511324 = -4232092.174138
  nChanged 40
		SP:Iteration 77Q (50009.630000 sec): 3 clusters
  Score: Raw -4243977.000634 + Penalty 11851.511324 = -4232125.489311
  nChanged 40
		SP:Iteration 78Q (50009.720000 sec): 3 clusters
  Score: Raw -4244015.371428 + Penalty 11851.511324 = -4232163.860104
  nChanged 44
		SP:Iteration 79Q (50009.810000 sec): 3 clusters
  Score: Raw -4244054.255963 + Penalty 11851.511324 = -4232202.744639
  nChanged 29
		SP:Iteration 80F (50009.920000 sec): 3 clusters
  Score: Raw -4244076.955872 + Penalty 11851.511324 = -4232225.444548
  nChanged 26
		SP:Iteration 81Q (50010.010000 sec): 3 clusters
  Score: Raw -4244091.702195 + Penalty 11851.511324 = -4232240.190872
  nChanged 16
		SP:Iteration 82Q (50010.100000 sec): 3 clusters
  Score: Raw -4244100.244062 + Penalty 11851.511324 = -4232248.732739
  nChanged 15
		SP:Iteration 83Q (50010.190000 sec): 3 clusters
  Score: Raw -4244107.596943 + Penalty 11851.511324 = -4232256.085619
  nChanged 7
		SP:Iteration 84Q (50010.280000 sec): 3 clusters
  Score: Raw -4244111.071320 + Penalty 11851.511324 = -4232259.559996
  nChanged 4
		SP:Iteration 85Q (50010.360000 sec): 3 clusters
  Score: Raw -4244112.444337 + Penalty 11851.511324 = -4232260.933014
  nChanged 1
		SP:Iteration 86Q (50010.450000 sec): 3 clusters
  Score: Raw -4244113.214553 + Penalty 11851.511324 = -4232261.703229
  nChanged 4
		SP:Iteration 87Q (50010.540000 sec): 3 clusters
  Score: Raw -4244115.179257 + Penalty 11851.511324 = -4232263.667933
  nChanged 3
		SP:Iteration 88Q (50010.630000 sec): 3 clusters
  Score: Raw -4244116.721441 + Penalty 11851.511324 = -4232265.210117
  nChanged 2
		SP:Iteration 89Q (50010.720000 sec): 3 clusters
  Score: Raw -4244118.389044 + Penalty 11851.511324 = -4232266.877720
  nChanged 3
		SP:Iteration 90Q (50010.800000 sec): 3 clusters
  Score: Raw -4244119.354131 + Penalty 11851.511324 = -4232267.842807
  nChanged 1
		SP:Iteration 91Q (50010.890000 sec): 3 clusters
  Score: Raw -4244119.826145 + Penalty 11851.511324 = -4232268.314822
  nChanged 0
		SP:Iteration 92F (50011.010000 sec): 3 clusters
  Score: Raw -4244119.826145 + Penalty 11851.511324 = -4232268.314822
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50011.610000 sec): 2 clusters
  Score: Raw -23651626.247142 + Penalty 6978.497940 = -23644647.749201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50012.280000 sec): 3 clusters
  Score: Raw -23597847.186994 + Penalty 13956.995881 = -23583890.191114
  nChanged 40287
		SP:Iteration 1F (50012.960000 sec): 3 clusters
  Score: Raw -23619958.862478 + Penalty 13956.995881 = -23606001.866597
  nChanged 3857
		SP:Iteration 2Q (50013.640000 sec): 3 clusters
  Score: Raw -23621111.331760 + Penalty 13956.995881 = -23607154.335880
  nChanged 3500
		SP:Iteration 3Q (50014.330000 sec): 3 clusters
  Score: Raw -23622148.424823 + Penalty 13956.995881 = -23608191.428942
  nChanged 3337
		SP:Iteration 4Q (50015.010000 sec): 3 clusters
  Score: Raw -23623180.015623 + Penalty 13956.995881 = -23609223.019742
  nChanged 3261
		SP:Iteration 5Q (50015.700000 sec): 3 clusters
  Score: Raw -23624240.558531 + Penalty 13956.995881 = -23610283.562650
  nChanged 3287
		SP:Iteration 6Q (50016.380000 sec): 3 clusters
  Score: Raw -23625354.737753 + Penalty 13956.995881 = -23611397.741873
  nChanged 3370
		SP:Iteration 7Q (50017.060000 sec): 3 clusters
  Score: Raw -23626598.165545 + Penalty 13956.995881 = -23612641.169665
  nChanged 3514
		SP:Iteration 8Q (50017.750000 sec): 3 clusters
  Score: Raw -23627918.937167 + Penalty 13956.995881 = -23613961.941287
  nChanged 3547
		SP:Iteration 9Q (50018.430000 sec): 3 clusters
  Score: Raw -23629290.397934 + Penalty 13956.995881 = -23615333.402053
  nChanged 3559
		SP:Iteration 10Q (50019.120000 sec): 3 clusters
  Score: Raw -23630607.953831 + Penalty 13956.995881 = -23616650.957951
  nChanged 3337
		SP:Iteration 11Q (50019.800000 sec): 3 clusters
  Score: Raw -23631773.765779 + Penalty 13956.995881 = -23617816.769899
  nChanged 3013
		SP:Iteration 12Q (50020.490000 sec): 3 clusters
  Score: Raw -23632696.686801 + Penalty 13956.995881 = -23618739.690920
  nChanged 2678
		SP:Iteration 13Q (50021.170000 sec): 3 clusters
  Score: Raw -23633406.725299 + Penalty 13956.995881 = -23619449.729418
  nChanged 2279
		SP:Iteration 14Q (50021.850000 sec): 3 clusters
  Score: Raw -23633943.612169 + Penalty 13956.995881 = -23619986.616288
  nChanged 1973
		SP:Iteration 15Q (50022.510000 sec): 3 clusters
  Score: Raw -23634397.088262 + Penalty 13956.995881 = -23620440.092381
  nChanged 1803
		SP:Iteration 16Q (50023.170000 sec): 3 clusters
  Score: Raw -23634789.188477 + Penalty 13956.995881 = -23620832.192596
  nChanged 1588
		SP:Iteration 17Q (50023.850000 sec): 3 clusters
  Score: Raw -23635119.651297 + Penalty 13956.995881 = -23621162.655416
  nChanged 1481
		SP:Iteration 18Q (50024.530000 sec): 3 clusters
  Score: Raw -23635425.216170 + Penalty 13956.995881 = -23621468.220289
  nChanged 1518
		SP:Iteration 19Q (50025.210000 sec): 3 clusters
  Score: Raw -23635728.938504 + Penalty 13956.995881 = -23621771.942623
  nChanged 1470
		SP:Iteration 20F (50025.890000 sec): 3 clusters
  Score: Raw -23636025.969046 + Penalty 13956.995881 = -23622068.973165
  nChanged 1449
		SP:Iteration 21Q (50026.570000 sec): 3 clusters
  Score: Raw -23636336.025332 + Penalty 13956.995881 = -23622379.029451
  nChanged 1505
		SP:Iteration 22Q (50027.250000 sec): 3 clusters
  Score: Raw -23636673.261402 + Penalty 13956.995881 = -23622716.265521
  nChanged 1622
		SP:Iteration 23Q (50027.930000 sec): 3 clusters
  Score: Raw -23637080.173017 + Penalty 13956.995881 = -23623123.177136
  nChanged 1826
		SP:Iteration 24Q (50028.610000 sec): 3 clusters
  Score: Raw -23637575.259817 + Penalty 13956.995881 = -23623618.263936
  nChanged 1944
		SP:Iteration 25Q (50029.280000 sec): 3 clusters
  Score: Raw -23638164.706405 + Penalty 13956.995881 = -23624207.710524
  nChanged 2229
		SP:Iteration 26Q (50029.960000 sec): 3 clusters
  Score: Raw -23638944.779327 + Penalty 13956.995881 = -23624987.783447
  nChanged 2459
		SP:Iteration 27Q (50030.640000 sec): 3 clusters
  Score: Raw -23639921.200341 + Penalty 13956.995881 = -23625964.204460
  nChanged 2717
		SP:Iteration 28Q (50031.320000 sec): 3 clusters
  Score: Raw -23641128.455208 + Penalty 13956.995881 = -23627171.459328
  nChanged 2837
		SP:Iteration 29Q (50031.990000 sec): 3 clusters
  Score: Raw -23642540.084424 + Penalty 13956.995881 = -23628583.088543
  nChanged 2860
		SP:Iteration 30Q (50032.660000 sec): 3 clusters
  Score: Raw -23644119.482726 + Penalty 13956.995881 = -23630162.486846
  nChanged 2724
		SP:Iteration 31Q (50033.340000 sec): 3 clusters
  Score: Raw -23645777.011320 + Penalty 13956.995881 = -23631820.015439
  nChanged 2477
		SP:Iteration 32Q (50034.010000 sec): 3 clusters
  Score: Raw -23647340.229349 + Penalty 13956.995881 = -23633383.233468
  nChanged 2074
		SP:Iteration 33Q (50034.650000 sec): 3 clusters
  Score: Raw -23648681.337161 + Penalty 13956.995881 = -23634724.341281
  nChanged 1568
		SP:Iteration 34Q (50035.260000 sec): 3 clusters
  Score: Raw -23649701.132966 + Penalty 13956.995881 = -23635744.137086
  nChanged 1210
		SP:Iteration 35Q (50035.860000 sec): 3 clusters
  Score: Raw -23650460.817129 + Penalty 13956.995881 = -23636503.821248
  nChanged 872
		SP:Iteration 36Q (50036.430000 sec): 3 clusters
  Score: Raw -23650982.125089 + Penalty 13956.995881 = -23637025.129208
  nChanged 680
		SP:Iteration 37Q (50036.980000 sec): 3 clusters
  Score: Raw -23651372.511664 + Penalty 13956.995881 = -23637415.515784
  nChanged 529
		SP:Iteration 38Q (50037.520000 sec): 3 clusters
  Score: Raw -23651648.487642 + Penalty 13956.995881 = -23637691.491762
  nChanged 411
		SP:Iteration 39Q (50038.040000 sec): 3 clusters
  Score: Raw -23651850.412613 + Penalty 13956.995881 = -23637893.416733
  nChanged 284
		SP:Iteration 40F (50038.720000 sec): 3 clusters
  Score: Raw -23651992.727813 + Penalty 13956.995881 = -23638035.731932
  nChanged 229
		SP:Iteration 41Q (50039.230000 sec): 3 clusters
  Score: Raw -23652092.668725 + Penalty 13956.995881 = -23638135.672845
  nChanged 178
		SP:Iteration 42Q (50039.740000 sec): 3 clusters
  Score: Raw -23652166.674776 + Penalty 13956.995881 = -23638209.678896
  nChanged 136
		SP:Iteration 43Q (50040.240000 sec): 3 clusters
  Score: Raw -23652220.674634 + Penalty 13956.995881 = -23638263.678754
  nChanged 121
		SP:Iteration 44Q (50040.740000 sec): 3 clusters
  Score: Raw -23652274.593487 + Penalty 13956.995881 = -23638317.597606
  nChanged 118
		SP:Iteration 45Q (50041.240000 sec): 3 clusters
  Score: Raw -23652327.564941 + Penalty 13956.995881 = -23638370.569060
  nChanged 116
		SP:Iteration 46Q (50041.730000 sec): 3 clusters
  Score: Raw -23652381.055343 + Penalty 13956.995881 = -23638424.059462
  nChanged 94
		SP:Iteration 47Q (50042.230000 sec): 3 clusters
  Score: Raw -23652421.955613 + Penalty 13956.995881 = -23638464.959732
  nChanged 84
		SP:Iteration 48Q (50042.710000 sec): 3 clusters
  Score: Raw -23652457.535099 + Penalty 13956.995881 = -23638500.539219
  nChanged 63
		SP:Iteration 49Q (50043.200000 sec): 3 clusters
  Score: Raw -23652485.442337 + Penalty 13956.995881 = -23638528.446456
  nChanged 63
		SP:Iteration 50Q (50043.690000 sec): 3 clusters
  Score: Raw -23652514.370091 + Penalty 13956.995881 = -23638557.374211
  nChanged 46
		SP:Iteration 51Q (50044.180000 sec): 3 clusters
  Score: Raw -23652538.235493 + Penalty 13956.995881 = -23638581.239612
  nChanged 52
		SP:Iteration 52Q (50044.660000 sec): 3 clusters
  Score: Raw -23652561.373082 + Penalty 13956.995881 = -23638604.377202
  nChanged 43
		SP:Iteration 53Q (50045.150000 sec): 3 clusters
  Score: Raw -23652582.695245 + Penalty 13956.995881 = -23638625.699364
  nChanged 44
		SP:Iteration 54Q (50045.630000 sec): 3 clusters
  Score: Raw -23652602.308502 + Penalty 13956.995881 = -23638645.312621
  nChanged 42
		SP:Iteration 55Q (50046.110000 sec): 3 clusters
  Score: Raw -23652622.273133 + Penalty 13956.995881 = -23638665.277252
  nChanged 39
		SP:Iteration 56Q (50046.590000 sec): 3 clusters
  Score: Raw -23652638.151098 + Penalty 13956.995881 = -23638681.155218
  nChanged 26
		SP:Iteration 57Q (50047.060000 sec): 3 clusters
  Score: Raw -23652648.631091 + Penalty 13956.995881 = -23638691.635211
  nChanged 29
		SP:Iteration 58Q (50047.520000 sec): 3 clusters
  Score: Raw -23652660.691543 + Penalty 13956.995881 = -23638703.695662
  nChanged 21
		SP:Iteration 59Q (50047.990000 sec): 3 clusters
  Score: Raw -23652670.464197 + Penalty 13956.995881 = -23638713.468317
  nChanged 25
		SP:Iteration 60F (50048.640000 sec): 3 clusters
  Score: Raw -23652680.857031 + Penalty 13956.995881 = -23638723.861151
  nChanged 17
		SP:Iteration 61Q (50049.100000 sec): 3 clusters
  Score: Raw -23652687.390043 + Penalty 13956.995881 = -23638730.394163
  nChanged 13
		SP:Iteration 62Q (50049.560000 sec): 3 clusters
  Score: Raw -23652692.568965 + Penalty 13956.995881 = -23638735.573085
  nChanged 11
		SP:Iteration 63Q (50050.020000 sec): 3 clusters
  Score: Raw -23652696.358931 + Penalty 13956.995881 = -23638739.363050
  nChanged 12
		SP:Iteration 64Q (50050.480000 sec): 3 clusters
  Score: Raw -23652702.418436 + Penalty 13956.995881 = -23638745.422555
  nChanged 8
		SP:Iteration 65Q (50050.950000 sec): 3 clusters
  Score: Raw -23652705.740529 + Penalty 13956.995881 = -23638748.744648
  nChanged 8
		SP:Iteration 66Q (50051.410000 sec): 3 clusters
  Score: Raw -23652709.159697 + Penalty 13956.995881 = -23638752.163816
  nChanged 5
		SP:Iteration 67Q (50051.870000 sec): 3 clusters
  Score: Raw -23652711.444033 + Penalty 13956.995881 = -23638754.448153
  nChanged 3
		SP:Iteration 68Q (50052.330000 sec): 3 clusters
  Score: Raw -23652712.260670 + Penalty 13956.995881 = -23638755.264789
  nChanged 2
		SP:Iteration 69Q (50052.790000 sec): 3 clusters
  Score: Raw -23652712.978673 + Penalty 13956.995881 = -23638755.982792
  nChanged 4
		SP:Iteration 70Q (50053.260000 sec): 3 clusters
  Score: Raw -23652714.077089 + Penalty 13956.995881 = -23638757.081208
  nChanged 2
		SP:Iteration 71Q (50053.720000 sec): 3 clusters
  Score: Raw -23652715.066848 + Penalty 13956.995881 = -23638758.070968
  nChanged 2
		SP:Iteration 72Q (50054.180000 sec): 3 clusters
  Score: Raw -23652716.186985 + Penalty 13956.995881 = -23638759.191105
  nChanged 2
		SP:Iteration 73Q (50054.640000 sec): 3 clusters
  Score: Raw -23652716.953048 + Penalty 13956.995881 = -23638759.957167
  nChanged 1
		SP:Iteration 74Q (50055.100000 sec): 3 clusters
  Score: Raw -23652717.129585 + Penalty 13956.995881 = -23638760.133704
  nChanged 1
		SP:Iteration 75Q (50055.560000 sec): 3 clusters
  Score: Raw -23652717.344515 + Penalty 13956.995881 = -23638760.348634
  nChanged 2
		SP:Iteration 76Q (50056.020000 sec): 3 clusters
  Score: Raw -23652717.976591 + Penalty 13956.995881 = -23638760.980710
  nChanged 2
		SP:Iteration 77Q (50056.480000 sec): 3 clusters
  Score: Raw -23652718.462640 + Penalty 13956.995881 = -23638761.466759
  nChanged 2
		SP:Iteration 78Q (50056.940000 sec): 3 clusters
  Score: Raw -23652719.165073 + Penalty 13956.995881 = -23638762.169192
  nChanged 5
		SP:Iteration 79Q (50057.400000 sec): 3 clusters
  Score: Raw -23652720.759055 + Penalty 13956.995881 = -23638763.763175
  nChanged 3
		SP:Iteration 80F (50058.040000 sec): 3 clusters
  Score: Raw -23652721.784962 + Penalty 13956.995881 = -23638764.789081
  nChanged 2
		SP:Iteration 81Q (50058.500000 sec): 3 clusters
  Score: Raw -23652722.743670 + Penalty 13956.995881 = -23638765.747789
  nChanged 2
		SP:Iteration 82Q (50058.970000 sec): 3 clusters
  Score: Raw -23652723.595107 + Penalty 13956.995881 = -23638766.599227
  nChanged 2
		SP:Iteration 83Q (50059.450000 sec): 3 clusters
  Score: Raw -23652724.132100 + Penalty 13956.995881 = -23638767.136219
  nChanged 1
		SP:Iteration 84Q (50059.920000 sec): 3 clusters
  Score: Raw -23652724.761154 + Penalty 13956.995881 = -23638767.765274
  nChanged 0
		SP:Iteration 85F (50060.600000 sec): 3 clusters
  Score: Raw -23652724.761154 + Penalty 13956.995881 = -23638767.765274
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (10155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50060.710000 sec): 2 clusters
  Score: Raw -2586237.721680 + Penalty 5650.754403 = -2580586.967277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50060.790000 sec): 3 clusters
  Score: Raw -2581650.835943 + Penalty 11301.508806 = -2570349.327138
  nChanged 3761
		SP:Iteration 1F (50060.860000 sec): 3 clusters
  Score: Raw -2584039.193215 + Penalty 11301.508806 = -2572737.684410
  nChanged 900
		SP:Iteration 2F (50060.940000 sec): 3 clusters
  Score: Raw -2584879.596213 + Penalty 11301.508806 = -2573578.087407
  nChanged 758
		SP:Iteration 3F (50061.020000 sec): 3 clusters
  Score: Raw -2585594.924984 + Penalty 11301.508806 = -2574293.416179
  nChanged 631
		SP:Iteration 4F (50061.100000 sec): 3 clusters
  Score: Raw -2586214.197248 + Penalty 11301.508806 = -2574912.688443
  nChanged 550
		SP:Iteration 5F (50061.170000 sec): 3 clusters
  Score: Raw -2586755.509055 + Penalty 11301.508806 = -2575454.000249
  nChanged 549
		SP:Iteration 6F (50061.250000 sec): 3 clusters
  Score: Raw -2587311.110612 + Penalty 11301.508806 = -2576009.601806
  nChanged 532
		SP:Iteration 7F (50061.320000 sec): 3 clusters
  Score: Raw -2587942.179665 + Penalty 11301.508806 = -2576640.670859
  nChanged 506
		SP:Iteration 8Q (50061.400000 sec): 3 clusters
  Score: Raw -2588512.650719 + Penalty 11301.508806 = -2577211.141913
  nChanged 420
		SP:Iteration 9Q (50061.470000 sec): 3 clusters
  Score: Raw -2588944.534955 + Penalty 11301.508806 = -2577643.026149
  nChanged 315
		SP:Iteration 10Q (50061.540000 sec): 3 clusters
  Score: Raw -2589218.500050 + Penalty 11301.508806 = -2577916.991245
  nChanged 232
		SP:Iteration 11Q (50061.600000 sec): 3 clusters
  Score: Raw -2589384.970027 + Penalty 11301.508806 = -2578083.461221
  nChanged 159
		SP:Iteration 12Q (50061.670000 sec): 3 clusters
  Score: Raw -2589492.616934 + Penalty 11301.508806 = -2578191.108129
  nChanged 105
		SP:Iteration 13Q (50061.740000 sec): 3 clusters
  Score: Raw -2589566.046240 + Penalty 11301.508806 = -2578264.537434
  nChanged 91
		SP:Iteration 14Q (50061.810000 sec): 3 clusters
  Score: Raw -2589640.434270 + Penalty 11301.508806 = -2578338.925464
  nChanged 80
		SP:Iteration 15Q (50061.870000 sec): 3 clusters
  Score: Raw -2589695.755691 + Penalty 11301.508806 = -2578394.246885
  nChanged 61
		SP:Iteration 16Q (50061.940000 sec): 3 clusters
  Score: Raw -2589726.265580 + Penalty 11301.508806 = -2578424.756774
  nChanged 38
		SP:Iteration 17Q (50062.010000 sec): 3 clusters
  Score: Raw -2589743.830847 + Penalty 11301.508806 = -2578442.322041
  nChanged 34
		SP:Iteration 18Q (50062.070000 sec): 3 clusters
  Score: Raw -2589757.430998 + Penalty 11301.508806 = -2578455.922192
  nChanged 11
		SP:Iteration 19Q (50062.140000 sec): 3 clusters
  Score: Raw -2589760.962110 + Penalty 11301.508806 = -2578459.453304
  nChanged 12
		SP:Iteration 20F (50062.220000 sec): 3 clusters
  Score: Raw -2589764.251392 + Penalty 11301.508806 = -2578462.742586
  nChanged 7
		SP:Iteration 21Q (50062.280000 sec): 3 clusters
  Score: Raw -2589766.233404 + Penalty 11301.508806 = -2578464.724598
  nChanged 2
		SP:Iteration 22Q (50062.350000 sec): 3 clusters
  Score: Raw -2589766.776564 + Penalty 11301.508806 = -2578465.267758
  nChanged 2
		SP:Iteration 23Q (50062.420000 sec): 3 clusters
  Score: Raw -2589767.206386 + Penalty 11301.508806 = -2578465.697580
  nChanged 1
		SP:Iteration 24Q (50062.490000 sec): 3 clusters
  Score: Raw -2589767.369684 + Penalty 11301.508806 = -2578465.860878
  nChanged 1
		SP:Iteration 25Q (50062.560000 sec): 3 clusters
  Score: Raw -2589767.806344 + Penalty 11301.508806 = -2578466.297538
  nChanged 1
		SP:Iteration 26Q (50062.630000 sec): 3 clusters
  Score: Raw -2589768.339815 + Penalty 11301.508806 = -2578466.831009
  nChanged 1
		SP:Iteration 27Q (50062.700000 sec): 3 clusters
  Score: Raw -2589768.525864 + Penalty 11301.508806 = -2578467.017059
  nChanged 1
		SP:Iteration 28Q (50062.770000 sec): 3 clusters
  Score: Raw -2589768.814002 + Penalty 11301.508806 = -2578467.305196
  nChanged 0
		SP:Iteration 29F (50062.850000 sec): 3 clusters
  Score: Raw -2589768.814002 + Penalty 11301.508806 = -2578467.305196
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50062.860000 sec): 2 clusters
  Score: Raw -47187.579177 + Penalty 3403.557188 = -43784.021990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50062.860000 sec): 3 clusters
  Score: Raw -48098.923255 + Penalty 6807.114376 = -41291.808880
  nChanged 23
		SP:Iteration 1F (50062.860000 sec): 3 clusters
  Score: Raw -48284.970025 + Penalty 6807.114376 = -41477.855650
  nChanged 7
		SP:Iteration 2Q (50062.870000 sec): 3 clusters
  Score: Raw -48316.041491 + Penalty 6807.114376 = -41508.927116
  nChanged 4
		SP:Iteration 3Q (50062.870000 sec): 3 clusters
  Score: Raw -48343.825847 + Penalty 6807.114376 = -41536.711472
  nChanged 0
		SP:Iteration 4F (50062.870000 sec): 3 clusters
  Score: Raw -48343.825847 + Penalty 6807.114376 = -41536.711472
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50063.070000 sec): 2 clusters
  Score: Raw -7356536.814424 + Penalty 6264.912935 = -7350271.901488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50063.280000 sec): 3 clusters
  Score: Raw -7341500.712777 + Penalty 12529.825870 = -7328970.886907
  nChanged 11622
		SP:Iteration 1F (50063.480000 sec): 3 clusters
  Score: Raw -7347727.302881 + Penalty 12529.825870 = -7335197.477011
  nChanged 1721
		SP:Iteration 2F (50063.690000 sec): 3 clusters
  Score: Raw -7348435.370282 + Penalty 12529.825870 = -7335905.544412
  nChanged 1246
		SP:Iteration 3Q (50063.900000 sec): 3 clusters
  Score: Raw -7348911.413390 + Penalty 12529.825870 = -7336381.587520
  nChanged 1058
		SP:Iteration 4Q (50064.100000 sec): 3 clusters
  Score: Raw -7349300.447738 + Penalty 12529.825870 = -7336770.621868
  nChanged 965
		SP:Iteration 5Q (50064.310000 sec): 3 clusters
  Score: Raw -7349654.764248 + Penalty 12529.825870 = -7337124.938378
  nChanged 876
		SP:Iteration 6Q (50064.520000 sec): 3 clusters
  Score: Raw -7349999.309903 + Penalty 12529.825870 = -7337469.484032
  nChanged 921
		SP:Iteration 7Q (50064.730000 sec): 3 clusters
  Score: Raw -7350406.537854 + Penalty 12529.825870 = -7337876.711984
  nChanged 1014
		SP:Iteration 8Q (50064.940000 sec): 3 clusters
  Score: Raw -7350930.844191 + Penalty 12529.825870 = -7338401.018321
  nChanged 1138
		SP:Iteration 9Q (50065.140000 sec): 3 clusters
  Score: Raw -7351584.079351 + Penalty 12529.825870 = -7339054.253480
  nChanged 1274
		SP:Iteration 10Q (50065.350000 sec): 3 clusters
  Score: Raw -7352445.538803 + Penalty 12529.825870 = -7339915.712932
  nChanged 1409
		SP:Iteration 11F (50065.560000 sec): 3 clusters
  Score: Raw -7353497.573647 + Penalty 12529.825870 = -7340967.747776
  nChanged 1410
		SP:Iteration 12F (50065.760000 sec): 3 clusters
  Score: Raw -7354559.480028 + Penalty 12529.825870 = -7342029.654158
  nChanged 1238
		SP:Iteration 13Q (50065.970000 sec): 3 clusters
  Score: Raw -7355440.755759 + Penalty 12529.825870 = -7342910.929889
  nChanged 978
		SP:Iteration 14Q (50066.170000 sec): 3 clusters
  Score: Raw -7356077.659600 + Penalty 12529.825870 = -7343547.833730
  nChanged 752
		SP:Iteration 15Q (50066.380000 sec): 3 clusters
  Score: Raw -7356542.286132 + Penalty 12529.825870 = -7344012.460261
  nChanged 589
		SP:Iteration 16Q (50066.580000 sec): 3 clusters
  Score: Raw -7356858.395716 + Penalty 12529.825870 = -7344328.569846
  nChanged 424
		SP:Iteration 17Q (50066.780000 sec): 3 clusters
  Score: Raw -7357096.685940 + Penalty 12529.825870 = -7344566.860070
  nChanged 336
		SP:Iteration 18Q (50066.980000 sec): 3 clusters
  Score: Raw -7357274.519821 + Penalty 12529.825870 = -7344744.693950
  nChanged 264
		SP:Iteration 19Q (50067.180000 sec): 3 clusters
  Score: Raw -7357415.296067 + Penalty 12529.825870 = -7344885.470196
  nChanged 200
		SP:Iteration 20F (50067.380000 sec): 3 clusters
  Score: Raw -7357518.454140 + Penalty 12529.825870 = -7344988.628269
  nChanged 167
		SP:Iteration 21Q (50067.580000 sec): 3 clusters
  Score: Raw -7357601.545873 + Penalty 12529.825870 = -7345071.720002
  nChanged 141
		SP:Iteration 22Q (50067.780000 sec): 3 clusters
  Score: Raw -7357668.062836 + Penalty 12529.825870 = -7345138.236965
  nChanged 116
		SP:Iteration 23Q (50067.970000 sec): 3 clusters
  Score: Raw -7357728.092509 + Penalty 12529.825870 = -7345198.266638
  nChanged 97
		SP:Iteration 24Q (50068.160000 sec): 3 clusters
  Score: Raw -7357778.824474 + Penalty 12529.825870 = -7345248.998603
  nChanged 86
		SP:Iteration 25Q (50068.360000 sec): 3 clusters
  Score: Raw -7357823.947027 + Penalty 12529.825870 = -7345294.121156
  nChanged 71
		SP:Iteration 26Q (50068.550000 sec): 3 clusters
  Score: Raw -7357858.766393 + Penalty 12529.825870 = -7345328.940523
  nChanged 60
		SP:Iteration 27Q (50068.740000 sec): 3 clusters
  Score: Raw -7357892.061185 + Penalty 12529.825870 = -7345362.235314
  nChanged 55
		SP:Iteration 28Q (50068.940000 sec): 3 clusters
  Score: Raw -7357922.594603 + Penalty 12529.825870 = -7345392.768733
  nChanged 60
		SP:Iteration 29Q (50069.120000 sec): 3 clusters
  Score: Raw -7357949.911789 + Penalty 12529.825870 = -7345420.085919
  nChanged 40
		SP:Iteration 30Q (50069.320000 sec): 3 clusters
  Score: Raw -7357964.818675 + Penalty 12529.825870 = -7345434.992805
  nChanged 28
		SP:Iteration 31Q (50069.500000 sec): 3 clusters
  Score: Raw -7357976.293163 + Penalty 12529.825870 = -7345446.467293
  nChanged 33
		SP:Iteration 32Q (50069.700000 sec): 3 clusters
  Score: Raw -7357988.112926 + Penalty 12529.825870 = -7345458.287056
  nChanged 18
		SP:Iteration 33Q (50069.890000 sec): 3 clusters
  Score: Raw -7357996.223932 + Penalty 12529.825870 = -7345466.398061
  nChanged 20
		SP:Iteration 34Q (50070.070000 sec): 3 clusters
  Score: Raw -7358004.042315 + Penalty 12529.825870 = -7345474.216445
  nChanged 16
		SP:Iteration 35Q (50070.260000 sec): 3 clusters
  Score: Raw -7358010.293760 + Penalty 12529.825870 = -7345480.467890
  nChanged 18
		SP:Iteration 36Q (50070.450000 sec): 3 clusters
  Score: Raw -7358017.073493 + Penalty 12529.825870 = -7345487.247623
  nChanged 20
		SP:Iteration 37Q (50070.630000 sec): 3 clusters
  Score: Raw -7358025.381526 + Penalty 12529.825870 = -7345495.555656
  nChanged 17
		SP:Iteration 38Q (50070.820000 sec): 3 clusters
  Score: Raw -7358032.169862 + Penalty 12529.825870 = -7345502.343992
  nChanged 16
		SP:Iteration 39Q (50071.010000 sec): 3 clusters
  Score: Raw -7358037.706867 + Penalty 12529.825870 = -7345507.880996
  nChanged 11
		SP:Iteration 40F (50071.210000 sec): 3 clusters
  Score: Raw -7358041.889352 + Penalty 12529.825870 = -7345512.063482
  nChanged 9
		SP:Iteration 41Q (50071.400000 sec): 3 clusters
  Score: Raw -7358045.062670 + Penalty 12529.825870 = -7345515.236800
  nChanged 11
		SP:Iteration 42Q (50071.580000 sec): 3 clusters
  Score: Raw -7358049.575435 + Penalty 12529.825870 = -7345519.749565
  nChanged 8
		SP:Iteration 43Q (50071.770000 sec): 3 clusters
  Score: Raw -7358053.828982 + Penalty 12529.825870 = -7345524.003112
  nChanged 6
		SP:Iteration 44Q (50071.950000 sec): 3 clusters
  Score: Raw -7358056.430208 + Penalty 12529.825870 = -7345526.604337
  nChanged 9
		SP:Iteration 45Q (50072.140000 sec): 3 clusters
  Score: Raw -7358060.539690 + Penalty 12529.825870 = -7345530.713819
  nChanged 6
		SP:Iteration 46Q (50072.330000 sec): 3 clusters
  Score: Raw -7358062.821730 + Penalty 12529.825870 = -7345532.995860
  nChanged 4
		SP:Iteration 47Q (50072.510000 sec): 3 clusters
  Score: Raw -7358063.701232 + Penalty 12529.825870 = -7345533.875362
  nChanged 5
		SP:Iteration 48Q (50072.700000 sec): 3 clusters
  Score: Raw -7358065.620654 + Penalty 12529.825870 = -7345535.794784
  nChanged 8
		SP:Iteration 49Q (50072.890000 sec): 3 clusters
  Score: Raw -7358070.655201 + Penalty 12529.825870 = -7345540.829330
  nChanged 10
		SP:Iteration 50Q (50073.070000 sec): 3 clusters
  Score: Raw -7358075.368729 + Penalty 12529.825870 = -7345545.542858
  nChanged 13
		SP:Iteration 51Q (50073.260000 sec): 3 clusters
  Score: Raw -7358080.914143 + Penalty 12529.825870 = -7345551.088273
  nChanged 10
		SP:Iteration 52Q (50073.440000 sec): 3 clusters
  Score: Raw -7358084.164965 + Penalty 12529.825870 = -7345554.339095
  nChanged 7
		SP:Iteration 53Q (50073.630000 sec): 3 clusters
  Score: Raw -7358087.138787 + Penalty 12529.825870 = -7345557.312916
  nChanged 6
		SP:Iteration 54Q (50073.810000 sec): 3 clusters
  Score: Raw -7358089.483133 + Penalty 12529.825870 = -7345559.657263
  nChanged 4
		SP:Iteration 55Q (50073.990000 sec): 3 clusters
  Score: Raw -7358090.913678 + Penalty 12529.825870 = -7345561.087808
  nChanged 5
		SP:Iteration 56Q (50074.180000 sec): 3 clusters
  Score: Raw -7358092.578595 + Penalty 12529.825870 = -7345562.752725
  nChanged 5
		SP:Iteration 57Q (50074.370000 sec): 3 clusters
  Score: Raw -7358094.384725 + Penalty 12529.825870 = -7345564.558855
  nChanged 5
		SP:Iteration 58Q (50074.550000 sec): 3 clusters
  Score: Raw -7358096.395571 + Penalty 12529.825870 = -7345566.569701
  nChanged 9
		SP:Iteration 59Q (50074.730000 sec): 3 clusters
  Score: Raw -7358100.678177 + Penalty 12529.825870 = -7345570.852307
  nChanged 7
		SP:Iteration 60F (50074.940000 sec): 3 clusters
  Score: Raw -7358103.326278 + Penalty 12529.825870 = -7345573.500408
  nChanged 4
		SP:Iteration 61Q (50075.120000 sec): 3 clusters
  Score: Raw -7358104.901716 + Penalty 12529.825870 = -7345575.075846
  nChanged 4
		SP:Iteration 62Q (50075.310000 sec): 3 clusters
  Score: Raw -7358106.661311 + Penalty 12529.825870 = -7345576.835441
  nChanged 5
		SP:Iteration 63Q (50075.490000 sec): 3 clusters
  Score: Raw -7358108.515388 + Penalty 12529.825870 = -7345578.689518
  nChanged 0
		SP:Iteration 64F (50075.700000 sec): 3 clusters
  Score: Raw -7358108.515388 + Penalty 12529.825870 = -7345578.689518
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50075.720000 sec): 2 clusters
  Score: Raw -114924.965618 + Penalty 3783.990770 = -111140.974848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50075.730000 sec): 3 clusters
  Score: Raw -115465.883697 + Penalty 7567.981540 = -107897.902157
  nChanged 39
		SP:Iteration 1F (50075.730000 sec): 3 clusters
  Score: Raw -115675.738427 + Penalty 7567.981540 = -108107.756888
  nChanged 17
		SP:Iteration 2Q (50075.730000 sec): 3 clusters
  Score: Raw -115774.304161 + Penalty 7567.981540 = -108206.322621
  nChanged 9
		SP:Iteration 3Q (50075.740000 sec): 3 clusters
  Score: Raw -115831.350415 + Penalty 7567.981540 = -108263.368876
  nChanged 5
		SP:Iteration 4Q (50075.740000 sec): 3 clusters
  Score: Raw -115851.676254 + Penalty 7567.981540 = -108283.694714
  nChanged 1
		SP:Iteration 5Q (50075.740000 sec): 3 clusters
  Score: Raw -115853.490651 + Penalty 7567.981540 = -108285.509111
  nChanged 0
		SP:Iteration 6F (50075.750000 sec): 3 clusters
  Score: Raw -115853.490651 + Penalty 7567.981540 = -108285.509111
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50075.840000 sec): 2 clusters
  Score: Raw -3555376.470515 + Penalty 5826.461870 = -3549550.008644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50075.940000 sec): 3 clusters
  Score: Raw -3548788.510979 + Penalty 11652.923741 = -3537135.587238
  nChanged 5234
		SP:Iteration 1F (50076.040000 sec): 3 clusters
  Score: Raw -3551725.599349 + Penalty 11652.923741 = -3540072.675609
  nChanged 973
		SP:Iteration 2F (50076.140000 sec): 3 clusters
  Score: Raw -3552310.673550 + Penalty 11652.923741 = -3540657.749809
  nChanged 731
		SP:Iteration 3F (50076.240000 sec): 3 clusters
  Score: Raw -3552839.661608 + Penalty 11652.923741 = -3541186.737868
  nChanged 684
		SP:Iteration 4F (50076.340000 sec): 3 clusters
  Score: Raw -3553412.865649 + Penalty 11652.923741 = -3541759.941909
  nChanged 670
		SP:Iteration 5Q (50076.440000 sec): 3 clusters
  Score: Raw -3553992.242044 + Penalty 11652.923741 = -3542339.318303
  nChanged 663
		SP:Iteration 6Q (50076.540000 sec): 3 clusters
  Score: Raw -3554599.679194 + Penalty 11652.923741 = -3542946.755454
  nChanged 684
		SP:Iteration 7F (50076.640000 sec): 3 clusters
  Score: Raw -3555190.914264 + Penalty 11652.923741 = -3543537.990523
  nChanged 645
		SP:Iteration 8Q (50076.730000 sec): 3 clusters
  Score: Raw -3555748.742612 + Penalty 11652.923741 = -3544095.818872
  nChanged 621
		SP:Iteration 9Q (50076.830000 sec): 3 clusters
  Score: Raw -3556281.167033 + Penalty 11652.923741 = -3544628.243293
  nChanged 561
		SP:Iteration 10Q (50076.930000 sec): 3 clusters
  Score: Raw -3556752.902910 + Penalty 11652.923741 = -3545099.979169
  nChanged 505
		SP:Iteration 11Q (50077.020000 sec): 3 clusters
  Score: Raw -3557101.394776 + Penalty 11652.923741 = -3545448.471035
  nChanged 392
		SP:Iteration 12Q (50077.120000 sec): 3 clusters
  Score: Raw -3557347.090408 + Penalty 11652.923741 = -3545694.166668
  nChanged 308
		SP:Iteration 13Q (50077.210000 sec): 3 clusters
  Score: Raw -3557503.161101 + Penalty 11652.923741 = -3545850.237361
  nChanged 243
		SP:Iteration 14Q (50077.310000 sec): 3 clusters
  Score: Raw -3557624.427921 + Penalty 11652.923741 = -3545971.504180
  nChanged 204
		SP:Iteration 15Q (50077.400000 sec): 3 clusters
  Score: Raw -3557726.560032 + Penalty 11652.923741 = -3546073.636291
  nChanged 173
		SP:Iteration 16Q (50077.490000 sec): 3 clusters
  Score: Raw -3557807.026517 + Penalty 11652.923741 = -3546154.102776
  nChanged 147
		SP:Iteration 17Q (50077.590000 sec): 3 clusters
  Score: Raw -3557865.825139 + Penalty 11652.923741 = -3546212.901399
  nChanged 120
		SP:Iteration 18Q (50077.680000 sec): 3 clusters
  Score: Raw -3557908.642912 + Penalty 11652.923741 = -3546255.719172
  nChanged 84
		SP:Iteration 19Q (50077.770000 sec): 3 clusters
  Score: Raw -3557935.823929 + Penalty 11652.923741 = -3546282.900188
  nChanged 80
		SP:Iteration 20F (50077.870000 sec): 3 clusters
  Score: Raw -3557965.585980 + Penalty 11652.923741 = -3546312.662239
  nChanged 77
		SP:Iteration 21Q (50077.960000 sec): 3 clusters
  Score: Raw -3557991.939016 + Penalty 11652.923741 = -3546339.015276
  nChanged 71
		SP:Iteration 22Q (50078.050000 sec): 3 clusters
  Score: Raw -3558012.236445 + Penalty 11652.923741 = -3546359.312704
  nChanged 73
		SP:Iteration 23Q (50078.150000 sec): 3 clusters
  Score: Raw -3558033.284133 + Penalty 11652.923741 = -3546380.360393
  nChanged 59
		SP:Iteration 24Q (50078.240000 sec): 3 clusters
  Score: Raw -3558050.487008 + Penalty 11652.923741 = -3546397.563268
  nChanged 48
		SP:Iteration 25Q (50078.330000 sec): 3 clusters
  Score: Raw -3558062.638601 + Penalty 11652.923741 = -3546409.714861
  nChanged 43
		SP:Iteration 26Q (50078.430000 sec): 3 clusters
  Score: Raw -3558074.207260 + Penalty 11652.923741 = -3546421.283519
  nChanged 42
		SP:Iteration 27Q (50078.530000 sec): 3 clusters
  Score: Raw -3558086.833824 + Penalty 11652.923741 = -3546433.910083
  nChanged 41
		SP:Iteration 28Q (50078.620000 sec): 3 clusters
  Score: Raw -3558098.299064 + Penalty 11652.923741 = -3546445.375323
  nChanged 43
		SP:Iteration 29Q (50078.710000 sec): 3 clusters
  Score: Raw -3558110.826774 + Penalty 11652.923741 = -3546457.903033
  nChanged 41
		SP:Iteration 30Q (50078.810000 sec): 3 clusters
  Score: Raw -3558123.173161 + Penalty 11652.923741 = -3546470.249420
  nChanged 37
		SP:Iteration 31Q (50078.900000 sec): 3 clusters
  Score: Raw -3558132.383093 + Penalty 11652.923741 = -3546479.459352
  nChanged 33
		SP:Iteration 32Q (50079.000000 sec): 3 clusters
  Score: Raw -3558140.672644 + Penalty 11652.923741 = -3546487.748903
  nChanged 28
		SP:Iteration 33Q (50079.090000 sec): 3 clusters
  Score: Raw -3558146.080097 + Penalty 11652.923741 = -3546493.156356
  nChanged 32
		SP:Iteration 34Q (50079.180000 sec): 3 clusters
  Score: Raw -3558154.165219 + Penalty 11652.923741 = -3546501.241478
  nChanged 28
		SP:Iteration 35Q (50079.280000 sec): 3 clusters
  Score: Raw -3558161.092095 + Penalty 11652.923741 = -3546508.168354
  nChanged 18
		SP:Iteration 36Q (50079.370000 sec): 3 clusters
  Score: Raw -3558165.480128 + Penalty 11652.923741 = -3546512.556388
  nChanged 9
		SP:Iteration 37Q (50079.470000 sec): 3 clusters
  Score: Raw -3558167.839819 + Penalty 11652.923741 = -3546514.916079
  nChanged 4
		SP:Iteration 38Q (50079.560000 sec): 3 clusters
  Score: Raw -3558168.959975 + Penalty 11652.923741 = -3546516.036235
  nChanged 6
		SP:Iteration 39Q (50079.650000 sec): 3 clusters
  Score: Raw -3558169.709770 + Penalty 11652.923741 = -3546516.786030
  nChanged 3
		SP:Iteration 40F (50079.760000 sec): 3 clusters
  Score: Raw -3558170.124503 + Penalty 11652.923741 = -3546517.200762
  nChanged 4
		SP:Iteration 41Q (50079.850000 sec): 3 clusters
  Score: Raw -3558170.817035 + Penalty 11652.923741 = -3546517.893295
  nChanged 2
		SP:Iteration 42Q (50079.950000 sec): 3 clusters
  Score: Raw -3558171.346239 + Penalty 11652.923741 = -3546518.422498
  nChanged 5
		SP:Iteration 43Q (50080.040000 sec): 3 clusters
  Score: Raw -3558172.169572 + Penalty 11652.923741 = -3546519.245831
  nChanged 4
		SP:Iteration 44Q (50080.130000 sec): 3 clusters
  Score: Raw -3558172.929754 + Penalty 11652.923741 = -3546520.006014
  nChanged 5
		SP:Iteration 45Q (50080.230000 sec): 3 clusters
  Score: Raw -3558173.956386 + Penalty 11652.923741 = -3546521.032645
  nChanged 3
		SP:Iteration 46Q (50080.330000 sec): 3 clusters
  Score: Raw -3558174.392358 + Penalty 11652.923741 = -3546521.468617
  nChanged 6
		SP:Iteration 47Q (50080.420000 sec): 3 clusters
  Score: Raw -3558175.672436 + Penalty 11652.923741 = -3546522.748696
  nChanged 6
		SP:Iteration 48Q (50080.510000 sec): 3 clusters
  Score: Raw -3558177.147765 + Penalty 11652.923741 = -3546524.224025
  nChanged 6
		SP:Iteration 49Q (50080.610000 sec): 3 clusters
  Score: Raw -3558178.671688 + Penalty 11652.923741 = -3546525.747948
  nChanged 6
		SP:Iteration 50Q (50080.700000 sec): 3 clusters
  Score: Raw -3558179.917547 + Penalty 11652.923741 = -3546526.993807
  nChanged 4
		SP:Iteration 51Q (50080.800000 sec): 3 clusters
  Score: Raw -3558181.295741 + Penalty 11652.923741 = -3546528.372000
  nChanged 7
		SP:Iteration 52Q (50080.890000 sec): 3 clusters
  Score: Raw -3558182.748726 + Penalty 11652.923741 = -3546529.824985
  nChanged 6
		SP:Iteration 53Q (50080.990000 sec): 3 clusters
  Score: Raw -3558184.158754 + Penalty 11652.923741 = -3546531.235014
  nChanged 5
		SP:Iteration 54Q (50081.080000 sec): 3 clusters
  Score: Raw -3558185.358751 + Penalty 11652.923741 = -3546532.435010
  nChanged 6
		SP:Iteration 55Q (50081.170000 sec): 3 clusters
  Score: Raw -3558186.623835 + Penalty 11652.923741 = -3546533.700095
  nChanged 6
		SP:Iteration 56Q (50081.270000 sec): 3 clusters
  Score: Raw -3558187.964352 + Penalty 11652.923741 = -3546535.040611
  nChanged 7
		SP:Iteration 57Q (50081.360000 sec): 3 clusters
  Score: Raw -3558189.087350 + Penalty 11652.923741 = -3546536.163609
  nChanged 4
		SP:Iteration 58Q (50081.460000 sec): 3 clusters
  Score: Raw -3558189.824775 + Penalty 11652.923741 = -3546536.901034
  nChanged 4
		SP:Iteration 59Q (50081.550000 sec): 3 clusters
  Score: Raw -3558190.645370 + Penalty 11652.923741 = -3546537.721630
  nChanged 3
		SP:Iteration 60F (50081.660000 sec): 3 clusters
  Score: Raw -3558191.436756 + Penalty 11652.923741 = -3546538.513016
  nChanged 3
		SP:Iteration 61Q (50081.750000 sec): 3 clusters
  Score: Raw -3558192.080592 + Penalty 11652.923741 = -3546539.156851
  nChanged 5
		SP:Iteration 62Q (50081.850000 sec): 3 clusters
  Score: Raw -3558192.920893 + Penalty 11652.923741 = -3546539.997153
  nChanged 10
		SP:Iteration 63Q (50081.940000 sec): 3 clusters
  Score: Raw -3558194.912651 + Penalty 11652.923741 = -3546541.988910
  nChanged 16
		SP:Iteration 64Q (50082.030000 sec): 3 clusters
  Score: Raw -3558198.528030 + Penalty 11652.923741 = -3546545.604289
  nChanged 23
		SP:Iteration 65Q (50082.130000 sec): 3 clusters
  Score: Raw -3558203.157604 + Penalty 11652.923741 = -3546550.233863
  nChanged 22
		SP:Iteration 66Q (50082.220000 sec): 3 clusters
  Score: Raw -3558208.420136 + Penalty 11652.923741 = -3546555.496396
  nChanged 32
		SP:Iteration 67Q (50082.310000 sec): 3 clusters
  Score: Raw -3558217.719020 + Penalty 11652.923741 = -3546564.795280
  nChanged 40
		SP:Iteration 68Q (50082.410000 sec): 3 clusters
  Score: Raw -3558228.934821 + Penalty 11652.923741 = -3546576.011080
  nChanged 44
		SP:Iteration 69Q (50082.500000 sec): 3 clusters
  Score: Raw -3558240.701125 + Penalty 11652.923741 = -3546587.777384
  nChanged 54
		SP:Iteration 70Q (50082.590000 sec): 3 clusters
  Score: Raw -3558256.384853 + Penalty 11652.923741 = -3546603.461113
  nChanged 46
		SP:Iteration 71Q (50082.690000 sec): 3 clusters
  Score: Raw -3558268.829198 + Penalty 11652.923741 = -3546615.905457
  nChanged 37
		SP:Iteration 72Q (50082.780000 sec): 3 clusters
  Score: Raw -3558278.512687 + Penalty 11652.923741 = -3546625.588946
  nChanged 38
		SP:Iteration 73Q (50082.870000 sec): 3 clusters
  Score: Raw -3558289.609391 + Penalty 11652.923741 = -3546636.685650
  nChanged 49
		SP:Iteration 74Q (50082.970000 sec): 3 clusters
  Score: Raw -3558303.445788 + Penalty 11652.923741 = -3546650.522048
  nChanged 58
		SP:Iteration 75Q (50083.060000 sec): 3 clusters
  Score: Raw -3558322.135406 + Penalty 11652.923741 = -3546669.211666
  nChanged 76
		SP:Iteration 76Q (50083.150000 sec): 3 clusters
  Score: Raw -3558353.851991 + Penalty 11652.923741 = -3546700.928250
  nChanged 109
		SP:Iteration 77Q (50083.230000 sec): 3 clusters
  Score: Raw -3558406.246047 + Penalty 11652.923741 = -3546753.322306
  nChanged 132
		SP:Iteration 78Q (50083.330000 sec): 3 clusters
  Score: Raw -3558483.538515 + Penalty 11652.923741 = -3546830.614775
  nChanged 176
		SP:Iteration 79Q (50083.410000 sec): 3 clusters
  Score: Raw -3558624.205655 + Penalty 11652.923741 = -3546971.281915
  nChanged 232
		SP:Iteration 80F (50083.510000 sec): 3 clusters
  Score: Raw -3558928.878834 + Penalty 11652.923741 = -3547275.955094
  nChanged 335
		SP:Iteration 81Q (50083.600000 sec): 3 clusters
  Score: Raw -3559656.450054 + Penalty 11652.923741 = -3548003.526314
  nChanged 369
		SP:Iteration 82Q (50083.680000 sec): 3 clusters
  Score: Raw -3560506.201493 + Penalty 11652.923741 = -3548853.277752
  nChanged 265
		SP:Iteration 83Q (50083.760000 sec): 3 clusters
  Score: Raw -3560901.257844 + Penalty 11652.923741 = -3549248.334104
  nChanged 146
		SP:Iteration 84Q (50083.840000 sec): 3 clusters
  Score: Raw -3561024.146509 + Penalty 11652.923741 = -3549371.222768
  nChanged 60
		SP:Iteration 85Q (50083.920000 sec): 3 clusters
  Score: Raw -3561051.387745 + Penalty 11652.923741 = -3549398.464004
  nChanged 25
		SP:Iteration 86Q (50083.990000 sec): 3 clusters
  Score: Raw -3561060.262913 + Penalty 11652.923741 = -3549407.339173
  nChanged 6
		SP:Iteration 87Q (50084.070000 sec): 3 clusters
  Score: Raw -3561061.987686 + Penalty 11652.923741 = -3549409.063945
  nChanged 2
		SP:Iteration 88Q (50084.150000 sec): 3 clusters
  Score: Raw -3561062.655387 + Penalty 11652.923741 = -3549409.731647
  nChanged 1
		SP:Iteration 89Q (50084.220000 sec): 3 clusters
  Score: Raw -3561063.054401 + Penalty 11652.923741 = -3549410.130660
  nChanged 2
		SP:Iteration 90Q (50084.300000 sec): 3 clusters
  Score: Raw -3561063.598300 + Penalty 11652.923741 = -3549410.674560
  nChanged 3
		SP:Iteration 91Q (50084.380000 sec): 3 clusters
  Score: Raw -3561064.468040 + Penalty 11652.923741 = -3549411.544300
  nChanged 3
		SP:Iteration 92Q (50084.450000 sec): 3 clusters
  Score: Raw -3561065.367636 + Penalty 11652.923741 = -3549412.443895
  nChanged 1
		SP:Iteration 93Q (50084.530000 sec): 3 clusters
  Score: Raw -3561065.714330 + Penalty 11652.923741 = -3549412.790589
  nChanged 2
		SP:Iteration 94Q (50084.610000 sec): 3 clusters
  Score: Raw -3561066.381672 + Penalty 11652.923741 = -3549413.457932
  nChanged 1
		SP:Iteration 95Q (50084.680000 sec): 3 clusters
  Score: Raw -3561066.555898 + Penalty 11652.923741 = -3549413.632157
  nChanged 0
		SP:Iteration 96F (50084.780000 sec): 3 clusters
  Score: Raw -3561066.555898 + Penalty 11652.923741 = -3549413.632157
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50084.810000 sec): 2 clusters
  Score: Raw -372692.114364 + Penalty 4450.075705 = -368242.038659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50084.820000 sec): 3 clusters
  Score: Raw -372706.373793 + Penalty 8900.151411 = -363806.222382
  nChanged 288
		SP:Iteration 1F (50084.830000 sec): 3 clusters
  Score: Raw -373212.707880 + Penalty 8900.151411 = -364312.556469
  nChanged 98
		SP:Iteration 2F (50084.840000 sec): 3 clusters
  Score: Raw -373462.036124 + Penalty 8900.151411 = -364561.884713
  nChanged 98
		SP:Iteration 3F (50084.850000 sec): 3 clusters
  Score: Raw -373810.938596 + Penalty 8900.151411 = -364910.787185
  nChanged 87
		SP:Iteration 4F (50084.860000 sec): 3 clusters
  Score: Raw -374147.051525 + Penalty 8900.151411 = -365246.900114
  nChanged 71
		SP:Iteration 5Q (50084.870000 sec): 3 clusters
  Score: Raw -374522.546744 + Penalty 8900.151411 = -365622.395333
  nChanged 61
		SP:Iteration 6Q (50084.880000 sec): 3 clusters
  Score: Raw -374893.040575 + Penalty 8900.151411 = -365992.889164
  nChanged 53
		SP:Iteration 7Q (50084.880000 sec): 3 clusters
  Score: Raw -375131.498451 + Penalty 8900.151411 = -366231.347040
  nChanged 38
		SP:Iteration 8Q (50084.900000 sec): 3 clusters
  Score: Raw -375311.144712 + Penalty 8900.151411 = -366410.993301
  nChanged 31
		SP:Iteration 9Q (50084.900000 sec): 3 clusters
  Score: Raw -375465.308021 + Penalty 8900.151411 = -366565.156610
  nChanged 34
		SP:Iteration 10Q (50084.910000 sec): 3 clusters
  Score: Raw -375653.829949 + Penalty 8900.151411 = -366753.678538
  nChanged 24
		SP:Iteration 11Q (50084.920000 sec): 3 clusters
  Score: Raw -375762.427120 + Penalty 8900.151411 = -366862.275709
  nChanged 19
		SP:Iteration 12Q (50084.930000 sec): 3 clusters
  Score: Raw -375843.996646 + Penalty 8900.151411 = -366943.845235
  nChanged 13
		SP:Iteration 13Q (50084.940000 sec): 3 clusters
  Score: Raw -375910.501243 + Penalty 8900.151411 = -367010.349832
  nChanged 11
		SP:Iteration 14Q (50084.940000 sec): 3 clusters
  Score: Raw -375954.265317 + Penalty 8900.151411 = -367054.113906
  nChanged 6
		SP:Iteration 15Q (50084.950000 sec): 3 clusters
  Score: Raw -375974.063028 + Penalty 8900.151411 = -367073.911617
  nChanged 1
		SP:Iteration 16Q (50084.960000 sec): 3 clusters
  Score: Raw -375979.706939 + Penalty 8900.151411 = -367079.555528
  nChanged 3
		SP:Iteration 17Q (50084.960000 sec): 3 clusters
  Score: Raw -375993.583604 + Penalty 8900.151411 = -367093.432193
  nChanged 3
		SP:Iteration 18Q (50084.970000 sec): 3 clusters
  Score: Raw -376003.211829 + Penalty 8900.151411 = -367103.060418
  nChanged 2
		SP:Iteration 19Q (50084.980000 sec): 3 clusters
  Score: Raw -376013.141247 + Penalty 8900.151411 = -367112.989836
  nChanged 1
		SP:Iteration 20F (50084.990000 sec): 3 clusters
  Score: Raw -376020.203488 + Penalty 8900.151411 = -367120.052077
  nChanged 1
		SP:Iteration 21Q (50085.000000 sec): 3 clusters
  Score: Raw -376025.160269 + Penalty 8900.151411 = -367125.008858
  nChanged 3
		SP:Iteration 22Q (50085.010000 sec): 3 clusters
  Score: Raw -376034.943058 + Penalty 8900.151411 = -367134.791647
  nChanged 0
		SP:Iteration 23F (50085.020000 sec): 3 clusters
  Score: Raw -376034.943058 + Penalty 8900.151411 = -367134.791647
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 54 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50085.020000 sec): 2 clusters
  Score: Raw -43291.925633 + Penalty 3173.842425 = -40118.083208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50085.030000 sec): 3 clusters
  Score: Raw -44331.349549 + Penalty 6347.684849 = -37983.664700
  nChanged 3
		SP:Iteration 1Q (50085.030000 sec): 3 clusters
  Score: Raw -44382.829310 + Penalty 6347.684849 = -38035.144461
  nChanged 0
		SP:Iteration 2F (50085.030000 sec): 3 clusters
  Score: Raw -44382.829310 + Penalty 6347.684849 = -38035.144461
  nChanged 0
Iteration 419Q (50132.640000 sec): 56 clusters
  Score: Raw -522521843.755270 + Penalty 488646.756571 = -522033196.998699
  nChanged 12891
Iteration 420F (50429.850000 sec): 56 clusters
  Score: Raw -522526585.449882 + Penalty 488646.756571 = -522037938.693312
  nChanged 11066
Iteration 421Q (50465.080000 sec): 56 clusters
  Score: Raw -522528504.269526 + Penalty 488646.756571 = -522039857.512955
  nChanged 7119
Iteration 422Q (50499.980000 sec): 56 clusters
  Score: Raw -522529501.742819 + Penalty 488646.756571 = -522040854.986249
  nChanged 5550
Iteration 423Q (50534.220000 sec): 56 clusters
  Score: Raw -522530138.213625 + Penalty 488646.756571 = -522041491.457055
  nChanged 4450
Iteration 424Q (50568.300000 sec): 56 clusters
  Score: Raw -522530578.887709 + Penalty 488646.756571 = -522041932.131138
  nChanged 3654
Iteration 425Q (50602.580000 sec): 56 clusters
  Score: Raw -522530904.451817 + Penalty 488646.756571 = -522042257.695246
  nChanged 3208
Iteration 426Q (50636.450000 sec): 56 clusters
  Score: Raw -522531169.230203 + Penalty 488646.756571 = -522042522.473632
  nChanged 2885
Iteration 427Q (50670.070000 sec): 56 clusters
  Score: Raw -522531394.772247 + Penalty 488646.756571 = -522042748.015676
  nChanged 2668
Iteration 428Q (50704.080000 sec): 56 clusters
  Score: Raw -522531594.943096 + Penalty 488646.756571 = -522042948.186526
  nChanged 2527
Iteration 429Q (50737.360000 sec): 56 clusters
  Score: Raw -522531769.352916 + Penalty 488646.756571 = -522043122.596345
  nChanged 2230
Iteration 430Q (50770.810000 sec): 56 clusters
  Score: Raw -522531910.615500 + Penalty 488646.756571 = -522043263.858930
  nChanged 2039
Iteration 431Q (50804.090000 sec): 56 clusters
  Score: Raw -522532039.665924 + Penalty 488646.756571 = -522043392.909353
  nChanged 1852
Iteration 432Q (50837.580000 sec): 56 clusters
  Score: Raw -522532149.881293 + Penalty 488646.756571 = -522043503.124723
  nChanged 1689
Iteration 433Q (50871.200000 sec): 56 clusters
  Score: Raw -522532246.697400 + Penalty 488646.756571 = -522043599.940829
  nChanged 1578
Iteration 434Q (50904.590000 sec): 56 clusters
  Score: Raw -522532330.046738 + Penalty 488646.756571 = -522043683.290168
  nChanged 1399
Iteration 435Q (50938.550000 sec): 56 clusters
  Score: Raw -522532402.608030 + Penalty 488646.756571 = -522043755.851459
  nChanged 1382
Iteration 436Q (50971.700000 sec): 56 clusters
  Score: Raw -522532474.467528 + Penalty 488646.756571 = -522043827.710957
  nChanged 1316
Iteration 437Q (51004.930000 sec): 56 clusters
  Score: Raw -522532539.363257 + Penalty 488646.756571 = -522043892.606687
  nChanged 1166
Iteration 438Q (51038.310000 sec): 56 clusters
  Score: Raw -522532594.539320 + Penalty 488646.756571 = -522043947.782749
  nChanged 1163
Iteration 439Q (51072.560000 sec): 56 clusters
  Score: Raw -522532648.995468 + Penalty 488646.756571 = -522044002.238898
  nChanged 1026
Iteration 440F (51362.580000 sec): 56 clusters
  Score: Raw -522532694.428816 + Penalty 488646.756571 = -522044047.672246
  nChanged 955
Iteration 441Q (51396.240000 sec): 56 clusters
  Score: Raw -522532743.145656 + Penalty 488646.756571 = -522044096.389086
  nChanged 924
Iteration 442Q (51429.890000 sec): 56 clusters
  Score: Raw -522532785.179567 + Penalty 488646.756571 = -522044138.422996
  nChanged 871
Iteration 443Q (51463.450000 sec): 56 clusters
  Score: Raw -522532823.607744 + Penalty 488646.756571 = -522044176.851174
  nChanged 786
Iteration 444Q (51497.090000 sec): 56 clusters
  Score: Raw -522532854.733000 + Penalty 488646.756571 = -522044207.976430
  nChanged 743
Iteration 445Q (51530.830000 sec): 56 clusters
  Score: Raw -522532883.832045 + Penalty 488646.756571 = -522044237.075475
  nChanged 685
Iteration 446Q (51564.620000 sec): 56 clusters
  Score: Raw -522532910.865019 + Penalty 488646.756571 = -522044264.108448
  nChanged 677
Iteration 447Q (51598.350000 sec): 56 clusters
  Score: Raw -522532940.036969 + Penalty 488646.756571 = -522044293.280399
  nChanged 610
Iteration 448Q (51632.900000 sec): 56 clusters
  Score: Raw -522532965.008372 + Penalty 488646.756571 = -522044318.251801
  nChanged 559
Iteration 449Q (51667.370000 sec): 56 clusters
  Score: Raw -522532990.191258 + Penalty 488646.756571 = -522044343.434687
  nChanged 532
Iteration 450Q (51701.790000 sec): 56 clusters
  Score: Raw -522533013.655710 + Penalty 488646.756571 = -522044366.899140
  nChanged 512
Iteration 451Q (51736.220000 sec): 56 clusters
  Score: Raw -522533035.746015 + Penalty 488646.756571 = -522044388.989445
  nChanged 502
Iteration 452Q (51770.700000 sec): 56 clusters
  Score: Raw -522533057.794162 + Penalty 488646.756571 = -522044411.037591
  nChanged 471
Iteration 453Q (51805.220000 sec): 56 clusters
  Score: Raw -522533076.565074 + Penalty 488646.756571 = -522044429.808504
  nChanged 481
Iteration 454Q (51839.670000 sec): 56 clusters
  Score: Raw -522533095.474395 + Penalty 488646.756571 = -522044448.717824
  nChanged 418
Iteration 455Q (51874.080000 sec): 56 clusters
  Score: Raw -522533109.921180 + Penalty 488646.756571 = -522044463.164610
  nChanged 412
Iteration 456Q (51908.500000 sec): 56 clusters
  Score: Raw -522533124.698107 + Penalty 488646.756571 = -522044477.941536
  nChanged 363
Iteration 457Q (51942.950000 sec): 56 clusters
  Score: Raw -522533138.593936 + Penalty 488646.756571 = -522044491.837365
  nChanged 330
Iteration 458Q (51977.410000 sec): 56 clusters
  Score: Raw -522533151.823410 + Penalty 488646.756571 = -522044505.066840
  nChanged 307
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522533151.823410 + Penalty 488646.756571 = -522044505.066840
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (50669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51978.040000 sec): 2 clusters
  Score: Raw -12833616.767477 + Penalty 6635.255107 = -12826981.512370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51978.440000 sec): 3 clusters
  Score: Raw -12804200.793082 + Penalty 13270.510214 = -12790930.282868
  nChanged 22343
		SP:Iteration 1F (51978.820000 sec): 3 clusters
  Score: Raw -12816718.089056 + Penalty 13270.510214 = -12803447.578841
  nChanged 3385
		SP:Iteration 2F (51979.220000 sec): 3 clusters
  Score: Raw -12818770.635647 + Penalty 13270.510214 = -12805500.125432
  nChanged 3324
		SP:Iteration 3F (51979.600000 sec): 3 clusters
  Score: Raw -12820959.283031 + Penalty 13270.510214 = -12807688.772817
  nChanged 3269
		SP:Iteration 4F (51980.000000 sec): 3 clusters
  Score: Raw -12823065.290009 + Penalty 13270.510214 = -12809794.779795
  nChanged 3064
		SP:Iteration 5F (51980.380000 sec): 3 clusters
  Score: Raw -12824907.901065 + Penalty 13270.510214 = -12811637.390851
  nChanged 2815
		SP:Iteration 6F (51980.780000 sec): 3 clusters
  Score: Raw -12826478.392286 + Penalty 13270.510214 = -12813207.882072
  nChanged 2496
		SP:Iteration 7Q (51981.160000 sec): 3 clusters
  Score: Raw -12827744.496276 + Penalty 13270.510214 = -12814473.986062
  nChanged 2108
		SP:Iteration 8Q (51981.550000 sec): 3 clusters
  Score: Raw -12828678.016352 + Penalty 13270.510214 = -12815407.506138
  nChanged 1771
		SP:Iteration 9Q (51981.930000 sec): 3 clusters
  Score: Raw -12829372.408240 + Penalty 13270.510214 = -12816101.898026
  nChanged 1488
		SP:Iteration 10Q (51982.310000 sec): 3 clusters
  Score: Raw -12829888.484970 + Penalty 13270.510214 = -12816617.974756
  nChanged 1220
		SP:Iteration 11Q (51982.690000 sec): 3 clusters
  Score: Raw -12830292.607168 + Penalty 13270.510214 = -12817022.096953
  nChanged 1054
		SP:Iteration 12Q (51983.070000 sec): 3 clusters
  Score: Raw -12830623.170432 + Penalty 13270.510214 = -12817352.660218
  nChanged 908
		SP:Iteration 13Q (51983.450000 sec): 3 clusters
  Score: Raw -12830900.671045 + Penalty 13270.510214 = -12817630.160830
  nChanged 820
		SP:Iteration 14Q (51983.830000 sec): 3 clusters
  Score: Raw -12831152.306098 + Penalty 13270.510214 = -12817881.795883
  nChanged 815
		SP:Iteration 15Q (51984.210000 sec): 3 clusters
  Score: Raw -12831392.368621 + Penalty 13270.510214 = -12818121.858407
  nChanged 754
		SP:Iteration 16Q (51984.580000 sec): 3 clusters
  Score: Raw -12831608.546733 + Penalty 13270.510214 = -12818338.036518
  nChanged 726
		SP:Iteration 17Q (51984.960000 sec): 3 clusters
  Score: Raw -12831812.662135 + Penalty 13270.510214 = -12818542.151921
  nChanged 662
		SP:Iteration 18Q (51985.330000 sec): 3 clusters
  Score: Raw -12831999.444618 + Penalty 13270.510214 = -12818728.934404
  nChanged 656
		SP:Iteration 19Q (51985.700000 sec): 3 clusters
  Score: Raw -12832182.068201 + Penalty 13270.510214 = -12818911.557987
  nChanged 648
		SP:Iteration 20F (51986.100000 sec): 3 clusters
  Score: Raw -12832365.272616 + Penalty 13270.510214 = -12819094.762402
  nChanged 626
		SP:Iteration 21Q (51986.460000 sec): 3 clusters
  Score: Raw -12832544.560854 + Penalty 13270.510214 = -12819274.050639
  nChanged 600
		SP:Iteration 22Q (51986.830000 sec): 3 clusters
  Score: Raw -12832716.279532 + Penalty 13270.510214 = -12819445.769317
  nChanged 598
		SP:Iteration 23Q (51987.200000 sec): 3 clusters
  Score: Raw -12832886.948692 + Penalty 13270.510214 = -12819616.438477
  nChanged 585
		SP:Iteration 24Q (51987.560000 sec): 3 clusters
  Score: Raw -12833058.870666 + Penalty 13270.510214 = -12819788.360452
  nChanged 581
		SP:Iteration 25Q (51987.930000 sec): 3 clusters
  Score: Raw -12833223.277973 + Penalty 13270.510214 = -12819952.767759
  nChanged 569
		SP:Iteration 26Q (51988.290000 sec): 3 clusters
  Score: Raw -12833388.580819 + Penalty 13270.510214 = -12820118.070605
  nChanged 576
		SP:Iteration 27Q (51988.650000 sec): 3 clusters
  Score: Raw -12833566.776681 + Penalty 13270.510214 = -12820296.266467
  nChanged 594
		SP:Iteration 28Q (51989.010000 sec): 3 clusters
  Score: Raw -12833749.440482 + Penalty 13270.510214 = -12820478.930268
  nChanged 592
		SP:Iteration 29Q (51989.370000 sec): 3 clusters
  Score: Raw -12833941.261733 + Penalty 13270.510214 = -12820670.751519
  nChanged 570
		SP:Iteration 30Q (51989.720000 sec): 3 clusters
  Score: Raw -12834127.025672 + Penalty 13270.510214 = -12820856.515457
  nChanged 562
		SP:Iteration 31Q (51990.080000 sec): 3 clusters
  Score: Raw -12834304.701008 + Penalty 13270.510214 = -12821034.190793
  nChanged 530
		SP:Iteration 32Q (51990.430000 sec): 3 clusters
  Score: Raw -12834469.477236 + Penalty 13270.510214 = -12821198.967022
  nChanged 481
		SP:Iteration 33Q (51990.780000 sec): 3 clusters
  Score: Raw -12834620.250113 + Penalty 13270.510214 = -12821349.739899
  nChanged 475
		SP:Iteration 34Q (51991.130000 sec): 3 clusters
  Score: Raw -12834775.162533 + Penalty 13270.510214 = -12821504.652318
  nChanged 477
		SP:Iteration 35Q (51991.480000 sec): 3 clusters
  Score: Raw -12834930.223701 + Penalty 13270.510214 = -12821659.713487
  nChanged 476
		SP:Iteration 36Q (51991.830000 sec): 3 clusters
  Score: Raw -12835086.374882 + Penalty 13270.510214 = -12821815.864667
  nChanged 459
		SP:Iteration 37Q (51992.170000 sec): 3 clusters
  Score: Raw -12835223.635600 + Penalty 13270.510214 = -12821953.125385
  nChanged 443
		SP:Iteration 38Q (51992.520000 sec): 3 clusters
  Score: Raw -12835359.056902 + Penalty 13270.510214 = -12822088.546688
  nChanged 426
		SP:Iteration 39Q (51992.860000 sec): 3 clusters
  Score: Raw -12835490.313019 + Penalty 13270.510214 = -12822219.802805
  nChanged 398
		SP:Iteration 40F (51993.240000 sec): 3 clusters
  Score: Raw -12835618.909769 + Penalty 13270.510214 = -12822348.399555
  nChanged 398
		SP:Iteration 41Q (51993.580000 sec): 3 clusters
  Score: Raw -12835757.404106 + Penalty 13270.510214 = -12822486.893892
  nChanged 383
		SP:Iteration 42Q (51993.920000 sec): 3 clusters
  Score: Raw -12835900.778118 + Penalty 13270.510214 = -12822630.267904
  nChanged 381
		SP:Iteration 43Q (51994.250000 sec): 3 clusters
  Score: Raw -12836054.177789 + Penalty 13270.510214 = -12822783.667574
  nChanged 368
		SP:Iteration 44Q (51994.590000 sec): 3 clusters
  Score: Raw -12836209.966785 + Penalty 13270.510214 = -12822939.456570
  nChanged 380
		SP:Iteration 45Q (51994.920000 sec): 3 clusters
  Score: Raw -12836360.202951 + Penalty 13270.510214 = -12823089.692737
  nChanged 350
		SP:Iteration 46Q (51995.250000 sec): 3 clusters
  Score: Raw -12836493.779362 + Penalty 13270.510214 = -12823223.269148
  nChanged 324
		SP:Iteration 47Q (51995.570000 sec): 3 clusters
  Score: Raw -12836619.246343 + Penalty 13270.510214 = -12823348.736128
  nChanged 283
		SP:Iteration 48Q (51995.900000 sec): 3 clusters
  Score: Raw -12836726.210119 + Penalty 13270.510214 = -12823455.699905
  nChanged 249
		SP:Iteration 49Q (51996.220000 sec): 3 clusters
  Score: Raw -12836810.040388 + Penalty 13270.510214 = -12823539.530173
  nChanged 228
		SP:Iteration 50Q (51996.550000 sec): 3 clusters
  Score: Raw -12836888.202610 + Penalty 13270.510214 = -12823617.692395
  nChanged 222
		SP:Iteration 51Q (51996.870000 sec): 3 clusters
  Score: Raw -12836964.172155 + Penalty 13270.510214 = -12823693.661941
  nChanged 201
		SP:Iteration 52Q (51997.190000 sec): 3 clusters
  Score: Raw -12837030.163578 + Penalty 13270.510214 = -12823759.653364
  nChanged 174
		SP:Iteration 53Q (51997.510000 sec): 3 clusters
  Score: Raw -12837085.737749 + Penalty 13270.510214 = -12823815.227535
  nChanged 133
		SP:Iteration 54Q (51997.830000 sec): 3 clusters
  Score: Raw -12837125.547844 + Penalty 13270.510214 = -12823855.037630
  nChanged 113
		SP:Iteration 55Q (51998.150000 sec): 3 clusters
  Score: Raw -12837159.176068 + Penalty 13270.510214 = -12823888.665853
  nChanged 83
		SP:Iteration 56Q (51998.460000 sec): 3 clusters
  Score: Raw -12837184.016100 + Penalty 13270.510214 = -12823913.505885
  nChanged 72
		SP:Iteration 57Q (51998.780000 sec): 3 clusters
  Score: Raw -12837200.860009 + Penalty 13270.510214 = -12823930.349794
  nChanged 47
		SP:Iteration 58Q (51999.100000 sec): 3 clusters
  Score: Raw -12837210.153976 + Penalty 13270.510214 = -12823939.643762
  nChanged 35
		SP:Iteration 59Q (51999.410000 sec): 3 clusters
  Score: Raw -12837218.040713 + Penalty 13270.510214 = -12823947.530499
  nChanged 39
		SP:Iteration 60F (51999.800000 sec): 3 clusters
  Score: Raw -12837227.124532 + Penalty 13270.510214 = -12823956.614318
  nChanged 37
		SP:Iteration 61Q (52000.110000 sec): 3 clusters
  Score: Raw -12837235.273929 + Penalty 13270.510214 = -12823964.763715
  nChanged 31
		SP:Iteration 62Q (52000.430000 sec): 3 clusters
  Score: Raw -12837241.768473 + Penalty 13270.510214 = -12823971.258259
  nChanged 26
		SP:Iteration 63Q (52000.740000 sec): 3 clusters
  Score: Raw -12837247.661950 + Penalty 13270.510214 = -12823977.151736
  nChanged 20
		SP:Iteration 64Q (52001.060000 sec): 3 clusters
  Score: Raw -12837252.938556 + Penalty 13270.510214 = -12823982.428341
  nChanged 21
		SP:Iteration 65Q (52001.380000 sec): 3 clusters
  Score: Raw -12837257.196942 + Penalty 13270.510214 = -12823986.686728
  nChanged 18
		SP:Iteration 66Q (52001.690000 sec): 3 clusters
  Score: Raw -12837261.502909 + Penalty 13270.510214 = -12823990.992695
  nChanged 22
		SP:Iteration 67Q (52002.000000 sec): 3 clusters
  Score: Raw -12837267.074811 + Penalty 13270.510214 = -12823996.564597
  nChanged 13
		SP:Iteration 68Q (52002.320000 sec): 3 clusters
  Score: Raw -12837269.666557 + Penalty 13270.510214 = -12823999.156343
  nChanged 17
		SP:Iteration 69Q (52002.640000 sec): 3 clusters
  Score: Raw -12837272.691324 + Penalty 13270.510214 = -12824002.181110
  nChanged 9
		SP:Iteration 70Q (52002.950000 sec): 3 clusters
  Score: Raw -12837273.932085 + Penalty 13270.510214 = -12824003.421871
  nChanged 4
		SP:Iteration 71Q (52003.260000 sec): 3 clusters
  Score: Raw -12837274.561642 + Penalty 13270.510214 = -12824004.051428
  nChanged 2
		SP:Iteration 72Q (52003.580000 sec): 3 clusters
  Score: Raw -12837274.844006 + Penalty 13270.510214 = -12824004.333792
  nChanged 1
		SP:Iteration 73Q (52003.890000 sec): 3 clusters
  Score: Raw -12837274.923629 + Penalty 13270.510214 = -12824004.413415
  nChanged 1
		SP:Iteration 74Q (52004.210000 sec): 3 clusters
  Score: Raw -12837275.122741 + Penalty 13270.510214 = -12824004.612526
  nChanged 4
		SP:Iteration 75Q (52004.520000 sec): 3 clusters
  Score: Raw -12837275.867950 + Penalty 13270.510214 = -12824005.357735
  nChanged 4
		SP:Iteration 76Q (52004.840000 sec): 3 clusters
  Score: Raw -12837276.379458 + Penalty 13270.510214 = -12824005.869243
  nChanged 3
		SP:Iteration 77Q (52005.150000 sec): 3 clusters
  Score: Raw -12837276.688861 + Penalty 13270.510214 = -12824006.178647
  nChanged 2
		SP:Iteration 78Q (52005.470000 sec): 3 clusters
  Score: Raw -12837277.064413 + Penalty 13270.510214 = -12824006.554198
  nChanged 1
		SP:Iteration 79Q (52005.780000 sec): 3 clusters
  Score: Raw -12837277.213839 + Penalty 13270.510214 = -12824006.703624
  nChanged 1
		SP:Iteration 80F (52006.160000 sec): 3 clusters
  Score: Raw -12837277.379129 + Penalty 13270.510214 = -12824006.868914
  nChanged 2
		SP:Iteration 81Q (52006.480000 sec): 3 clusters
  Score: Raw -12837277.699392 + Penalty 13270.510214 = -12824007.189178
  nChanged 2
		SP:Iteration 82Q (52006.790000 sec): 3 clusters
  Score: Raw -12837278.117043 + Penalty 13270.510214 = -12824007.606829
  nChanged 5
		SP:Iteration 83Q (52007.110000 sec): 3 clusters
  Score: Raw -12837279.110148 + Penalty 13270.510214 = -12824008.599933
  nChanged 9
		SP:Iteration 84Q (52007.420000 sec): 3 clusters
  Score: Raw -12837280.589717 + Penalty 13270.510214 = -12824010.079503
  nChanged 1
		SP:Iteration 85Q (52007.730000 sec): 3 clusters
  Score: Raw -12837280.715394 + Penalty 13270.510214 = -12824010.205179
  nChanged 2
		SP:Iteration 86Q (52008.050000 sec): 3 clusters
  Score: Raw -12837281.177801 + Penalty 13270.510214 = -12824010.667586
  nChanged 5
		SP:Iteration 87Q (52008.360000 sec): 3 clusters
  Score: Raw -12837281.766379 + Penalty 13270.510214 = -12824011.256165
  nChanged 3
		SP:Iteration 88Q (52008.670000 sec): 3 clusters
  Score: Raw -12837282.162630 + Penalty 13270.510214 = -12824011.652415
  nChanged 1
		SP:Iteration 89Q (52008.990000 sec): 3 clusters
  Score: Raw -12837282.264231 + Penalty 13270.510214 = -12824011.754016
  nChanged 0
		SP:Iteration 90F (52009.370000 sec): 3 clusters
  Score: Raw -12837282.264231 + Penalty 13270.510214 = -12824011.754016
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (38936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52009.630000 sec): 2 clusters
  Score: Raw -10380991.256893 + Penalty 6473.925663 = -10374517.331230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52009.930000 sec): 3 clusters
  Score: Raw -10359074.765003 + Penalty 12947.851326 = -10346126.913677
  nChanged 16713
		SP:Iteration 1F (52010.230000 sec): 3 clusters
  Score: Raw -10368331.308068 + Penalty 12947.851326 = -10355383.456743
  nChanged 2553
		SP:Iteration 2F (52010.520000 sec): 3 clusters
  Score: Raw -10369823.555360 + Penalty 12947.851326 = -10356875.704034
  nChanged 2593
		SP:Iteration 3F (52010.820000 sec): 3 clusters
  Score: Raw -10371690.450769 + Penalty 12947.851326 = -10358742.599444
  nChanged 2870
		SP:Iteration 4F (52011.110000 sec): 3 clusters
  Score: Raw -10374145.918752 + Penalty 12947.851326 = -10361198.067427
  nChanged 3114
		SP:Iteration 5F (52011.410000 sec): 3 clusters
  Score: Raw -10376786.596135 + Penalty 12947.851326 = -10363838.744810
  nChanged 2837
		SP:Iteration 6F (52011.710000 sec): 3 clusters
  Score: Raw -10379000.797056 + Penalty 12947.851326 = -10366052.945731
  nChanged 2136
		SP:Iteration 7F (52012.000000 sec): 3 clusters
  Score: Raw -10380494.652406 + Penalty 12947.851326 = -10367546.801081
  nChanged 1653
		SP:Iteration 8Q (52012.300000 sec): 3 clusters
  Score: Raw -10381523.608160 + Penalty 12947.851326 = -10368575.756835
  nChanged 1288
		SP:Iteration 9Q (52012.590000 sec): 3 clusters
  Score: Raw -10382288.622929 + Penalty 12947.851326 = -10369340.771604
  nChanged 1014
		SP:Iteration 10Q (52012.890000 sec): 3 clusters
  Score: Raw -10382853.849667 + Penalty 12947.851326 = -10369905.998342
  nChanged 852
		SP:Iteration 11Q (52013.180000 sec): 3 clusters
  Score: Raw -10383280.489890 + Penalty 12947.851326 = -10370332.638564
  nChanged 734
		SP:Iteration 12Q (52013.470000 sec): 3 clusters
  Score: Raw -10383605.820873 + Penalty 12947.851326 = -10370657.969547
  nChanged 647
		SP:Iteration 13Q (52013.770000 sec): 3 clusters
  Score: Raw -10383871.409209 + Penalty 12947.851326 = -10370923.557883
  nChanged 530
		SP:Iteration 14Q (52014.050000 sec): 3 clusters
  Score: Raw -10384058.102326 + Penalty 12947.851326 = -10371110.251001
  nChanged 481
		SP:Iteration 15Q (52014.340000 sec): 3 clusters
  Score: Raw -10384221.796473 + Penalty 12947.851326 = -10371273.945148
  nChanged 456
		SP:Iteration 16Q (52014.630000 sec): 3 clusters
  Score: Raw -10384367.757995 + Penalty 12947.851326 = -10371419.906670
  nChanged 386
		SP:Iteration 17Q (52014.910000 sec): 3 clusters
  Score: Raw -10384484.462032 + Penalty 12947.851326 = -10371536.610707
  nChanged 331
		SP:Iteration 18Q (52015.190000 sec): 3 clusters
  Score: Raw -10384573.218703 + Penalty 12947.851326 = -10371625.367378
  nChanged 289
		SP:Iteration 19Q (52015.470000 sec): 3 clusters
  Score: Raw -10384647.713131 + Penalty 12947.851326 = -10371699.861805
  nChanged 263
		SP:Iteration 20F (52015.770000 sec): 3 clusters
  Score: Raw -10384714.172009 + Penalty 12947.851326 = -10371766.320684
  nChanged 265
		SP:Iteration 21Q (52016.050000 sec): 3 clusters
  Score: Raw -10384776.742718 + Penalty 12947.851326 = -10371828.891392
  nChanged 216
		SP:Iteration 22Q (52016.330000 sec): 3 clusters
  Score: Raw -10384834.237545 + Penalty 12947.851326 = -10371886.386220
  nChanged 226
		SP:Iteration 23Q (52016.610000 sec): 3 clusters
  Score: Raw -10384897.425667 + Penalty 12947.851326 = -10371949.574341
  nChanged 221
		SP:Iteration 24Q (52016.890000 sec): 3 clusters
  Score: Raw -10384965.867635 + Penalty 12947.851326 = -10372018.016309
  nChanged 247
		SP:Iteration 25Q (52017.170000 sec): 3 clusters
  Score: Raw -10385036.756487 + Penalty 12947.851326 = -10372088.905161
  nChanged 230
		SP:Iteration 26Q (52017.450000 sec): 3 clusters
  Score: Raw -10385105.578354 + Penalty 12947.851326 = -10372157.727028
  nChanged 238
		SP:Iteration 27Q (52017.720000 sec): 3 clusters
  Score: Raw -10385173.095819 + Penalty 12947.851326 = -10372225.244493
  nChanged 255
		SP:Iteration 28Q (52018.000000 sec): 3 clusters
  Score: Raw -10385249.111481 + Penalty 12947.851326 = -10372301.260155
  nChanged 220
		SP:Iteration 29Q (52018.270000 sec): 3 clusters
  Score: Raw -10385313.912075 + Penalty 12947.851326 = -10372366.060750
  nChanged 229
		SP:Iteration 30Q (52018.550000 sec): 3 clusters
  Score: Raw -10385382.379536 + Penalty 12947.851326 = -10372434.528211
  nChanged 240
		SP:Iteration 31Q (52018.820000 sec): 3 clusters
  Score: Raw -10385449.037835 + Penalty 12947.851326 = -10372501.186509
  nChanged 240
		SP:Iteration 32Q (52019.100000 sec): 3 clusters
  Score: Raw -10385513.316678 + Penalty 12947.851326 = -10372565.465353
  nChanged 236
		SP:Iteration 33Q (52019.370000 sec): 3 clusters
  Score: Raw -10385570.782178 + Penalty 12947.851326 = -10372622.930852
  nChanged 212
		SP:Iteration 34Q (52019.640000 sec): 3 clusters
  Score: Raw -10385622.258899 + Penalty 12947.851326 = -10372674.407573
  nChanged 202
		SP:Iteration 35Q (52019.920000 sec): 3 clusters
  Score: Raw -10385668.639325 + Penalty 12947.851326 = -10372720.788000
  nChanged 208
		SP:Iteration 36Q (52020.190000 sec): 3 clusters
  Score: Raw -10385713.419798 + Penalty 12947.851326 = -10372765.568473
  nChanged 195
		SP:Iteration 37Q (52020.460000 sec): 3 clusters
  Score: Raw -10385750.350951 + Penalty 12947.851326 = -10372802.499626
  nChanged 170
		SP:Iteration 38Q (52020.740000 sec): 3 clusters
  Score: Raw -10385779.391851 + Penalty 12947.851326 = -10372831.540525
  nChanged 149
		SP:Iteration 39Q (52021.000000 sec): 3 clusters
  Score: Raw -10385807.936988 + Penalty 12947.851326 = -10372860.085663
  nChanged 135
		SP:Iteration 40F (52021.300000 sec): 3 clusters
  Score: Raw -10385830.086640 + Penalty 12947.851326 = -10372882.235314
  nChanged 114
		SP:Iteration 41Q (52021.580000 sec): 3 clusters
  Score: Raw -10385846.189861 + Penalty 12947.851326 = -10372898.338536
  nChanged 97
		SP:Iteration 42Q (52021.850000 sec): 3 clusters
  Score: Raw -10385860.872930 + Penalty 12947.851326 = -10372913.021604
  nChanged 101
		SP:Iteration 43Q (52022.130000 sec): 3 clusters
  Score: Raw -10385873.842764 + Penalty 12947.851326 = -10372925.991438
  nChanged 73
		SP:Iteration 44Q (52022.400000 sec): 3 clusters
  Score: Raw -10385882.919777 + Penalty 12947.851326 = -10372935.068452
  nChanged 59
		SP:Iteration 45Q (52022.670000 sec): 3 clusters
  Score: Raw -10385889.136016 + Penalty 12947.851326 = -10372941.284691
  nChanged 47
		SP:Iteration 46Q (52022.950000 sec): 3 clusters
  Score: Raw -10385894.122268 + Penalty 12947.851326 = -10372946.270942
  nChanged 41
		SP:Iteration 47Q (52023.220000 sec): 3 clusters
  Score: Raw -10385898.462194 + Penalty 12947.851326 = -10372950.610868
  nChanged 38
		SP:Iteration 48Q (52023.490000 sec): 3 clusters
  Score: Raw -10385902.542062 + Penalty 12947.851326 = -10372954.690737
  nChanged 30
		SP:Iteration 49Q (52023.760000 sec): 3 clusters
  Score: Raw -10385905.836851 + Penalty 12947.851326 = -10372957.985526
  nChanged 29
		SP:Iteration 50Q (52024.040000 sec): 3 clusters
  Score: Raw -10385909.340370 + Penalty 12947.851326 = -10372961.489045
  nChanged 36
		SP:Iteration 51Q (52024.310000 sec): 3 clusters
  Score: Raw -10385913.316831 + Penalty 12947.851326 = -10372965.465505
  nChanged 38
		SP:Iteration 52Q (52024.580000 sec): 3 clusters
  Score: Raw -10385917.258073 + Penalty 12947.851326 = -10372969.406748
  nChanged 35
		SP:Iteration 53Q (52024.860000 sec): 3 clusters
  Score: Raw -10385920.885371 + Penalty 12947.851326 = -10372973.034045
  nChanged 24
		SP:Iteration 54Q (52025.130000 sec): 3 clusters
  Score: Raw -10385923.204985 + Penalty 12947.851326 = -10372975.353660
  nChanged 19
		SP:Iteration 55Q (52025.400000 sec): 3 clusters
  Score: Raw -10385925.150215 + Penalty 12947.851326 = -10372977.298889
  nChanged 15
		SP:Iteration 56Q (52025.680000 sec): 3 clusters
  Score: Raw -10385926.406190 + Penalty 12947.851326 = -10372978.554864
  nChanged 16
		SP:Iteration 57Q (52025.950000 sec): 3 clusters
  Score: Raw -10385927.839798 + Penalty 12947.851326 = -10372979.988472
  nChanged 12
		SP:Iteration 58Q (52026.220000 sec): 3 clusters
  Score: Raw -10385928.788692 + Penalty 12947.851326 = -10372980.937367
  nChanged 13
		SP:Iteration 59Q (52026.490000 sec): 3 clusters
  Score: Raw -10385929.837600 + Penalty 12947.851326 = -10372981.986274
  nChanged 7
		SP:Iteration 60F (52026.790000 sec): 3 clusters
  Score: Raw -10385930.414576 + Penalty 12947.851326 = -10372982.563251
  nChanged 8
		SP:Iteration 61Q (52027.060000 sec): 3 clusters
  Score: Raw -10385931.015090 + Penalty 12947.851326 = -10372983.163764
  nChanged 6
		SP:Iteration 62Q (52027.340000 sec): 3 clusters
  Score: Raw -10385931.331972 + Penalty 12947.851326 = -10372983.480647
  nChanged 1
		SP:Iteration 63Q (52027.620000 sec): 3 clusters
  Score: Raw -10385931.393560 + Penalty 12947.851326 = -10372983.542234
  nChanged 1
		SP:Iteration 64Q (52027.890000 sec): 3 clusters
  Score: Raw -10385931.525789 + Penalty 12947.851326 = -10372983.674464
  nChanged 2
		SP:Iteration 65Q (52028.160000 sec): 3 clusters
  Score: Raw -10385931.633974 + Penalty 12947.851326 = -10372983.782648
  nChanged 1
		SP:Iteration 66Q (52028.440000 sec): 3 clusters
  Score: Raw -10385931.696655 + Penalty 12947.851326 = -10372983.845329
  nChanged 1
		SP:Iteration 67Q (52028.710000 sec): 3 clusters
  Score: Raw -10385931.793556 + Penalty 12947.851326 = -10372983.942230
  nChanged 1
		SP:Iteration 68Q (52028.980000 sec): 3 clusters
  Score: Raw -10385931.862160 + Penalty 12947.851326 = -10372984.010834
  nChanged 1
		SP:Iteration 69Q (52029.260000 sec): 3 clusters
  Score: Raw -10385931.919721 + Penalty 12947.851326 = -10372984.068395
  nChanged 1
		SP:Iteration 70Q (52029.530000 sec): 3 clusters
  Score: Raw -10385932.028781 + Penalty 12947.851326 = -10372984.177456
  nChanged 0
		SP:Iteration 71F (52029.830000 sec): 3 clusters
  Score: Raw -10385932.028781 + Penalty 12947.851326 = -10372984.177456
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (129089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52030.690000 sec): 2 clusters
  Score: Raw -34540053.409670 + Penalty 7208.057638 = -34532845.352032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52031.670000 sec): 3 clusters
  Score: Raw -34460023.556833 + Penalty 14416.115276 = -34445607.441557
  nChanged 59606
		SP:Iteration 1F (52032.650000 sec): 3 clusters
  Score: Raw -34493057.614801 + Penalty 14416.115276 = -34478641.499525
  nChanged 4709
		SP:Iteration 2Q (52033.640000 sec): 3 clusters
  Score: Raw -34494192.548869 + Penalty 14416.115276 = -34479776.433594
  nChanged 4370
		SP:Iteration 3Q (52034.620000 sec): 3 clusters
  Score: Raw -34495217.273381 + Penalty 14416.115276 = -34480801.158105
  nChanged 3960
		SP:Iteration 4Q (52035.610000 sec): 3 clusters
  Score: Raw -34496082.468357 + Penalty 14416.115276 = -34481666.353082
  nChanged 3698
		SP:Iteration 5Q (52036.590000 sec): 3 clusters
  Score: Raw -34496853.751791 + Penalty 14416.115276 = -34482437.636515
  nChanged 3500
		SP:Iteration 6Q (52037.580000 sec): 3 clusters
  Score: Raw -34497595.788363 + Penalty 14416.115276 = -34483179.673088
  nChanged 3413
		SP:Iteration 7Q (52038.570000 sec): 3 clusters
  Score: Raw -34498355.867575 + Penalty 14416.115276 = -34483939.752299
  nChanged 3518
		SP:Iteration 8Q (52039.560000 sec): 3 clusters
  Score: Raw -34499235.578461 + Penalty 14416.115276 = -34484819.463185
  nChanged 3792
		SP:Iteration 9Q (52040.550000 sec): 3 clusters
  Score: Raw -34500287.351476 + Penalty 14416.115276 = -34485871.236201
  nChanged 4249
		SP:Iteration 10Q (52041.540000 sec): 3 clusters
  Score: Raw -34501620.221583 + Penalty 14416.115276 = -34487204.106307
  nChanged 4781
		SP:Iteration 11Q (52042.530000 sec): 3 clusters
  Score: Raw -34503358.929230 + Penalty 14416.115276 = -34488942.813954
  nChanged 5413
		SP:Iteration 12Q (52043.510000 sec): 3 clusters
  Score: Raw -34505624.531629 + Penalty 14416.115276 = -34491208.416353
  nChanged 6133
		SP:Iteration 13Q (52044.490000 sec): 3 clusters
  Score: Raw -34508616.033939 + Penalty 14416.115276 = -34494199.918663
  nChanged 6737
		SP:Iteration 14F (52045.470000 sec): 3 clusters
  Score: Raw -34512323.706869 + Penalty 14416.115276 = -34497907.591593
  nChanged 7122
		SP:Iteration 15F (52046.440000 sec): 3 clusters
  Score: Raw -34516681.567966 + Penalty 14416.115276 = -34502265.452691
  nChanged 7176
		SP:Iteration 16F (52047.410000 sec): 3 clusters
  Score: Raw -34521486.015101 + Penalty 14416.115276 = -34507069.899826
  nChanged 6603
		SP:Iteration 17F (52048.390000 sec): 3 clusters
  Score: Raw -34526127.830216 + Penalty 14416.115276 = -34511711.714940
  nChanged 5730
		SP:Iteration 18Q (52049.360000 sec): 3 clusters
  Score: Raw -34530244.954074 + Penalty 14416.115276 = -34515828.838798
  nChanged 4711
		SP:Iteration 19Q (52050.310000 sec): 3 clusters
  Score: Raw -34533708.023355 + Penalty 14416.115276 = -34519291.908079
  nChanged 3513
		SP:Iteration 20F (52051.290000 sec): 3 clusters
  Score: Raw -34536233.111263 + Penalty 14416.115276 = -34521816.995987
  nChanged 2394
		SP:Iteration 21Q (52052.160000 sec): 3 clusters
  Score: Raw -34537906.231110 + Penalty 14416.115276 = -34523490.115834
  nChanged 1514
		SP:Iteration 22Q (52052.990000 sec): 3 clusters
  Score: Raw -34538967.572484 + Penalty 14416.115276 = -34524551.457208
  nChanged 970
		SP:Iteration 23Q (52053.770000 sec): 3 clusters
  Score: Raw -34539671.122976 + Penalty 14416.115276 = -34525255.007700
  nChanged 601
		SP:Iteration 24Q (52054.520000 sec): 3 clusters
  Score: Raw -34540092.935850 + Penalty 14416.115276 = -34525676.820574
  nChanged 376
		SP:Iteration 25Q (52055.250000 sec): 3 clusters
  Score: Raw -34540376.375735 + Penalty 14416.115276 = -34525960.260459
  nChanged 265
		SP:Iteration 26Q (52055.960000 sec): 3 clusters
  Score: Raw -34540581.581813 + Penalty 14416.115276 = -34526165.466537
  nChanged 178
		SP:Iteration 27Q (52056.660000 sec): 3 clusters
  Score: Raw -34540719.165922 + Penalty 14416.115276 = -34526303.050647
  nChanged 124
		SP:Iteration 28Q (52057.360000 sec): 3 clusters
  Score: Raw -34540814.109131 + Penalty 14416.115276 = -34526397.993855
  nChanged 85
		SP:Iteration 29Q (52058.040000 sec): 3 clusters
  Score: Raw -34540878.003972 + Penalty 14416.115276 = -34526461.888696
  nChanged 65
		SP:Iteration 30Q (52058.730000 sec): 3 clusters
  Score: Raw -34540927.374738 + Penalty 14416.115276 = -34526511.259463
  nChanged 47
		SP:Iteration 31Q (52059.410000 sec): 3 clusters
  Score: Raw -34540967.076192 + Penalty 14416.115276 = -34526550.960916
  nChanged 36
		SP:Iteration 32Q (52060.090000 sec): 3 clusters
  Score: Raw -34540996.508172 + Penalty 14416.115276 = -34526580.392896
  nChanged 33
		SP:Iteration 33Q (52060.770000 sec): 3 clusters
  Score: Raw -34541019.318393 + Penalty 14416.115276 = -34526603.203117
  nChanged 21
		SP:Iteration 34Q (52061.440000 sec): 3 clusters
  Score: Raw -34541033.496094 + Penalty 14416.115276 = -34526617.380819
  nChanged 18
		SP:Iteration 35Q (52062.110000 sec): 3 clusters
  Score: Raw -34541048.069068 + Penalty 14416.115276 = -34526631.953792
  nChanged 15
		SP:Iteration 36Q (52062.790000 sec): 3 clusters
  Score: Raw -34541058.628529 + Penalty 14416.115276 = -34526642.513254
  nChanged 18
		SP:Iteration 37Q (52063.460000 sec): 3 clusters
  Score: Raw -34541074.113246 + Penalty 14416.115276 = -34526657.997970
  nChanged 11
		SP:Iteration 38Q (52064.130000 sec): 3 clusters
  Score: Raw -34541083.805695 + Penalty 14416.115276 = -34526667.690419
  nChanged 13
		SP:Iteration 39Q (52064.810000 sec): 3 clusters
  Score: Raw -34541093.178694 + Penalty 14416.115276 = -34526677.063418
  nChanged 13
		SP:Iteration 40F (52065.770000 sec): 3 clusters
  Score: Raw -34541102.536068 + Penalty 14416.115276 = -34526686.420792
  nChanged 15
		SP:Iteration 41Q (52066.440000 sec): 3 clusters
  Score: Raw -34541116.087222 + Penalty 14416.115276 = -34526699.971946
  nChanged 8
		SP:Iteration 42Q (52067.110000 sec): 3 clusters
  Score: Raw -34541123.312405 + Penalty 14416.115276 = -34526707.197129
  nChanged 11
		SP:Iteration 43Q (52067.790000 sec): 3 clusters
  Score: Raw -34541131.506084 + Penalty 14416.115276 = -34526715.390808
  nChanged 10
		SP:Iteration 44Q (52068.460000 sec): 3 clusters
  Score: Raw -34541140.059750 + Penalty 14416.115276 = -34526723.944474
  nChanged 8
		SP:Iteration 45Q (52069.130000 sec): 3 clusters
  Score: Raw -34541148.964035 + Penalty 14416.115276 = -34526732.848760
  nChanged 9
		SP:Iteration 46Q (52069.800000 sec): 3 clusters
  Score: Raw -34541154.671062 + Penalty 14416.115276 = -34526738.555787
  nChanged 5
		SP:Iteration 47Q (52070.470000 sec): 3 clusters
  Score: Raw -34541158.025749 + Penalty 14416.115276 = -34526741.910474
  nChanged 3
		SP:Iteration 48Q (52071.140000 sec): 3 clusters
  Score: Raw -34541160.263754 + Penalty 14416.115276 = -34526744.148478
  nChanged 5
		SP:Iteration 49Q (52071.810000 sec): 3 clusters
  Score: Raw -34541163.285833 + Penalty 14416.115276 = -34526747.170557
  nChanged 3
		SP:Iteration 50Q (52072.480000 sec): 3 clusters
  Score: Raw -34541164.921224 + Penalty 14416.115276 = -34526748.805948
  nChanged 2
		SP:Iteration 51Q (52073.150000 sec): 3 clusters
  Score: Raw -34541166.033279 + Penalty 14416.115276 = -34526749.918003
  nChanged 2
		SP:Iteration 52Q (52073.820000 sec): 3 clusters
  Score: Raw -34541166.968130 + Penalty 14416.115276 = -34526750.852854
  nChanged 0
		SP:Iteration 53F (52074.780000 sec): 3 clusters
  Score: Raw -34541166.968130 + Penalty 14416.115276 = -34526750.852854
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52074.860000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52074.870000 sec): 3 clusters
  Score: Raw -45498.454148 + Penalty 6508.677324 = -38989.776824
  nChanged 5
		SP:Iteration 1Q (52074.870000 sec): 3 clusters
  Score: Raw -45546.386151 + Penalty 6508.677324 = -39037.708827
  nChanged 1
		SP:Iteration 2Q (52074.870000 sec): 3 clusters
  Score: Raw -45555.130920 + Penalty 6508.677324 = -39046.453596
  nChanged 0
		SP:Iteration 3F (52074.870000 sec): 3 clusters
  Score: Raw -45555.130920 + Penalty 6508.677324 = -39046.453596
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52074.880000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52074.890000 sec): 3 clusters
  Score: Raw -136380.676746 + Penalty 7674.993986 = -128705.682760
  nChanged 35
		SP:Iteration 1F (52074.890000 sec): 3 clusters
  Score: Raw -136514.654774 + Penalty 7674.993986 = -128839.660788
  nChanged 18
		SP:Iteration 2Q (52074.900000 sec): 3 clusters
  Score: Raw -136606.299497 + Penalty 7674.993986 = -128931.305511
  nChanged 7
		SP:Iteration 3Q (52074.900000 sec): 3 clusters
  Score: Raw -136633.309451 + Penalty 7674.993986 = -128958.315465
  nChanged 1
		SP:Iteration 4Q (52074.900000 sec): 3 clusters
  Score: Raw -136638.388971 + Penalty 7674.993986 = -128963.394986
  nChanged 1
		SP:Iteration 5Q (52074.910000 sec): 3 clusters
  Score: Raw -136645.412176 + Penalty 7674.993986 = -128970.418191
  nChanged 1
		SP:Iteration 6Q (52074.910000 sec): 3 clusters
  Score: Raw -136647.683992 + Penalty 7674.993986 = -128972.690007
  nChanged 1
		SP:Iteration 7Q (52074.920000 sec): 3 clusters
  Score: Raw -136652.238711 + Penalty 7674.993986 = -128977.244725
  nChanged 0
		SP:Iteration 8F (52074.920000 sec): 3 clusters
  Score: Raw -136652.238711 + Penalty 7674.993986 = -128977.244725
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (104825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52075.640000 sec): 2 clusters
  Score: Raw -27997102.592054 + Penalty 7080.529138 = -27990022.062916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52076.450000 sec): 3 clusters
  Score: Raw -27932826.777191 + Penalty 14161.058276 = -27918665.718915
  nChanged 47904
		SP:Iteration 1F (52077.250000 sec): 3 clusters
  Score: Raw -27959472.076576 + Penalty 14161.058276 = -27945311.018300
  nChanged 4619
		SP:Iteration 2Q (52078.060000 sec): 3 clusters
  Score: Raw -27961052.270249 + Penalty 14161.058276 = -27946891.211973
  nChanged 4754
		SP:Iteration 3Q (52078.870000 sec): 3 clusters
  Score: Raw -27963179.720749 + Penalty 14161.058276 = -27949018.662473
  nChanged 5354
		SP:Iteration 4F (52079.670000 sec): 3 clusters
  Score: Raw -27966310.689667 + Penalty 14161.058276 = -27952149.631391
  nChanged 6286
		SP:Iteration 5F (52080.470000 sec): 3 clusters
  Score: Raw -27970472.903098 + Penalty 14161.058276 = -27956311.844823
  nChanged 6715
		SP:Iteration 6F (52081.280000 sec): 3 clusters
  Score: Raw -27974818.191214 + Penalty 14161.058276 = -27960657.132938
  nChanged 6506
		SP:Iteration 7F (52082.080000 sec): 3 clusters
  Score: Raw -27978240.156630 + Penalty 14161.058276 = -27964079.098354
  nChanged 5540
		SP:Iteration 8F (52082.880000 sec): 3 clusters
  Score: Raw -27980600.965826 + Penalty 14161.058276 = -27966439.907550
  nChanged 4383
		SP:Iteration 9Q (52083.680000 sec): 3 clusters
  Score: Raw -27982060.619403 + Penalty 14161.058276 = -27967899.561127
  nChanged 3249
		SP:Iteration 10Q (52084.460000 sec): 3 clusters
  Score: Raw -27982901.852397 + Penalty 14161.058276 = -27968740.794121
  nChanged 2341
		SP:Iteration 11Q (52085.260000 sec): 3 clusters
  Score: Raw -27983390.870392 + Penalty 14161.058276 = -27969229.812116
  nChanged 1713
		SP:Iteration 12Q (52086.040000 sec): 3 clusters
  Score: Raw -27983686.408466 + Penalty 14161.058276 = -27969525.350190
  nChanged 1323
		SP:Iteration 13Q (52086.830000 sec): 3 clusters
  Score: Raw -27983877.117096 + Penalty 14161.058276 = -27969716.058820
  nChanged 1034
		SP:Iteration 14Q (52087.620000 sec): 3 clusters
  Score: Raw -27984010.524050 + Penalty 14161.058276 = -27969849.465774
  nChanged 830
		SP:Iteration 15Q (52088.410000 sec): 3 clusters
  Score: Raw -27984104.056810 + Penalty 14161.058276 = -27969942.998534
  nChanged 655
		SP:Iteration 16Q (52089.200000 sec): 3 clusters
  Score: Raw -27984172.480266 + Penalty 14161.058276 = -27970011.421991
  nChanged 594
		SP:Iteration 17Q (52089.990000 sec): 3 clusters
  Score: Raw -27984235.482300 + Penalty 14161.058276 = -27970074.424024
  nChanged 565
		SP:Iteration 18Q (52090.780000 sec): 3 clusters
  Score: Raw -27984295.028625 + Penalty 14161.058276 = -27970133.970350
  nChanged 558
		SP:Iteration 19Q (52091.570000 sec): 3 clusters
  Score: Raw -27984354.846012 + Penalty 14161.058276 = -27970193.787736
  nChanged 568
		SP:Iteration 20F (52092.380000 sec): 3 clusters
  Score: Raw -27984419.671479 + Penalty 14161.058276 = -27970258.613203
  nChanged 607
		SP:Iteration 21Q (52093.170000 sec): 3 clusters
  Score: Raw -27984491.596476 + Penalty 14161.058276 = -27970330.538200
  nChanged 680
		SP:Iteration 22Q (52093.960000 sec): 3 clusters
  Score: Raw -27984580.148604 + Penalty 14161.058276 = -27970419.090328
  nChanged 737
		SP:Iteration 23Q (52094.760000 sec): 3 clusters
  Score: Raw -27984689.839108 + Penalty 14161.058276 = -27970528.780832
  nChanged 869
		SP:Iteration 24Q (52095.550000 sec): 3 clusters
  Score: Raw -27984854.083010 + Penalty 14161.058276 = -27970693.024735
  nChanged 1076
		SP:Iteration 25Q (52096.340000 sec): 3 clusters
  Score: Raw -27985086.943149 + Penalty 14161.058276 = -27970925.884873
  nChanged 1315
		SP:Iteration 26Q (52097.140000 sec): 3 clusters
  Score: Raw -27985450.213209 + Penalty 14161.058276 = -27971289.154934
  nChanged 1610
		SP:Iteration 27Q (52097.930000 sec): 3 clusters
  Score: Raw -27986019.965204 + Penalty 14161.058276 = -27971858.906928
  nChanged 2018
		SP:Iteration 28Q (52098.720000 sec): 3 clusters
  Score: Raw -27986932.623554 + Penalty 14161.058276 = -27972771.565279
  nChanged 2387
		SP:Iteration 29Q (52099.520000 sec): 3 clusters
  Score: Raw -27988310.136590 + Penalty 14161.058276 = -27974149.078314
  nChanged 2830
		SP:Iteration 30Q (52100.310000 sec): 3 clusters
  Score: Raw -27990386.858925 + Penalty 14161.058276 = -27976225.800650
  nChanged 3075
		SP:Iteration 31Q (52101.100000 sec): 3 clusters
  Score: Raw -27992892.691083 + Penalty 14161.058276 = -27978731.632807
  nChanged 2937
		SP:Iteration 32Q (52101.870000 sec): 3 clusters
  Score: Raw -27995137.634271 + Penalty 14161.058276 = -27980976.575995
  nChanged 2486
		SP:Iteration 33Q (52102.630000 sec): 3 clusters
  Score: Raw -27996746.808188 + Penalty 14161.058276 = -27982585.749912
  nChanged 2015
		SP:Iteration 34Q (52103.350000 sec): 3 clusters
  Score: Raw -27997867.062448 + Penalty 14161.058276 = -27983706.004172
  nChanged 1621
		SP:Iteration 35Q (52104.050000 sec): 3 clusters
  Score: Raw -27998653.013099 + Penalty 14161.058276 = -27984491.954824
  nChanged 1315
		SP:Iteration 36Q (52104.730000 sec): 3 clusters
  Score: Raw -27999219.508971 + Penalty 14161.058276 = -27985058.450695
  nChanged 1098
		SP:Iteration 37Q (52105.410000 sec): 3 clusters
  Score: Raw -27999647.957276 + Penalty 14161.058276 = -27985486.899001
  nChanged 903
		SP:Iteration 38Q (52106.070000 sec): 3 clusters
  Score: Raw -27999987.014506 + Penalty 14161.058276 = -27985825.956230
  nChanged 752
		SP:Iteration 39Q (52106.720000 sec): 3 clusters
  Score: Raw -28000264.861710 + Penalty 14161.058276 = -27986103.803435
  nChanged 665
		SP:Iteration 40F (52107.530000 sec): 3 clusters
  Score: Raw -28000564.444725 + Penalty 14161.058276 = -27986403.386450
  nChanged 620
		SP:Iteration 41Q (52108.170000 sec): 3 clusters
  Score: Raw -28000887.777212 + Penalty 14161.058276 = -27986726.718936
  nChanged 554
		SP:Iteration 42Q (52108.810000 sec): 3 clusters
  Score: Raw -28001207.059445 + Penalty 14161.058276 = -27987046.001169
  nChanged 519
		SP:Iteration 43Q (52109.430000 sec): 3 clusters
  Score: Raw -28001550.021867 + Penalty 14161.058276 = -27987388.963591
  nChanged 496
		SP:Iteration 44Q (52110.060000 sec): 3 clusters
  Score: Raw -28001877.432293 + Penalty 14161.058276 = -27987716.374017
  nChanged 466
		SP:Iteration 45Q (52110.670000 sec): 3 clusters
  Score: Raw -28002162.153071 + Penalty 14161.058276 = -27988001.094795
  nChanged 406
		SP:Iteration 46Q (52111.280000 sec): 3 clusters
  Score: Raw -28002368.976433 + Penalty 14161.058276 = -27988207.918157
  nChanged 343
		SP:Iteration 47Q (52111.880000 sec): 3 clusters
  Score: Raw -28002516.378394 + Penalty 14161.058276 = -27988355.320118
  nChanged 289
		SP:Iteration 48Q (52112.480000 sec): 3 clusters
  Score: Raw -28002621.123414 + Penalty 14161.058276 = -27988460.065139
  nChanged 232
		SP:Iteration 49Q (52113.070000 sec): 3 clusters
  Score: Raw -28002688.957997 + Penalty 14161.058276 = -27988527.899721
  nChanged 168
		SP:Iteration 50Q (52113.660000 sec): 3 clusters
  Score: Raw -28002732.204947 + Penalty 14161.058276 = -27988571.146671
  nChanged 119
		SP:Iteration 51Q (52114.250000 sec): 3 clusters
  Score: Raw -28002754.278587 + Penalty 14161.058276 = -27988593.220311
  nChanged 76
		SP:Iteration 52Q (52114.840000 sec): 3 clusters
  Score: Raw -28002767.926864 + Penalty 14161.058276 = -27988606.868588
  nChanged 70
		SP:Iteration 53Q (52115.430000 sec): 3 clusters
  Score: Raw -28002778.193546 + Penalty 14161.058276 = -27988617.135270
  nChanged 50
		SP:Iteration 54Q (52116.010000 sec): 3 clusters
  Score: Raw -28002785.906257 + Penalty 14161.058276 = -27988624.847981
  nChanged 45
		SP:Iteration 55Q (52116.600000 sec): 3 clusters
  Score: Raw -28002792.168717 + Penalty 14161.058276 = -27988631.110442
  nChanged 38
		SP:Iteration 56Q (52117.190000 sec): 3 clusters
  Score: Raw -28002796.646002 + Penalty 14161.058276 = -27988635.587727
  nChanged 23
		SP:Iteration 57Q (52117.770000 sec): 3 clusters
  Score: Raw -28002799.428358 + Penalty 14161.058276 = -27988638.370082
  nChanged 15
		SP:Iteration 58Q (52118.350000 sec): 3 clusters
  Score: Raw -28002801.368089 + Penalty 14161.058276 = -27988640.309813
  nChanged 14
		SP:Iteration 59Q (52118.940000 sec): 3 clusters
  Score: Raw -28002802.858878 + Penalty 14161.058276 = -27988641.800602
  nChanged 11
		SP:Iteration 60F (52119.740000 sec): 3 clusters
  Score: Raw -28002804.099886 + Penalty 14161.058276 = -27988643.041610
  nChanged 8
		SP:Iteration 61Q (52120.330000 sec): 3 clusters
  Score: Raw -28002804.916243 + Penalty 14161.058276 = -27988643.857967
  nChanged 5
		SP:Iteration 62Q (52120.910000 sec): 3 clusters
  Score: Raw -28002805.501574 + Penalty 14161.058276 = -27988644.443298
  nChanged 3
		SP:Iteration 63Q (52121.500000 sec): 3 clusters
  Score: Raw -28002805.819236 + Penalty 14161.058276 = -27988644.760960
  nChanged 4
		SP:Iteration 64Q (52122.090000 sec): 3 clusters
  Score: Raw -28002806.276909 + Penalty 14161.058276 = -27988645.218633
  nChanged 4
		SP:Iteration 65Q (52122.670000 sec): 3 clusters
  Score: Raw -28002806.921901 + Penalty 14161.058276 = -27988645.863625
  nChanged 5
		SP:Iteration 66Q (52123.260000 sec): 3 clusters
  Score: Raw -28002807.399206 + Penalty 14161.058276 = -27988646.340930
  nChanged 2
		SP:Iteration 67Q (52123.850000 sec): 3 clusters
  Score: Raw -28002807.534981 + Penalty 14161.058276 = -27988646.476705
  nChanged 1
		SP:Iteration 68Q (52124.430000 sec): 3 clusters
  Score: Raw -28002807.674800 + Penalty 14161.058276 = -27988646.616525
  nChanged 0
		SP:Iteration 69F (52125.230000 sec): 3 clusters
  Score: Raw -28002807.674800 + Penalty 14161.058276 = -27988646.616525
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (17051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52125.400000 sec): 2 clusters
  Score: Raw -4519653.375678 + Penalty 5968.178031 = -4513685.197647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52125.530000 sec): 3 clusters
  Score: Raw -4511062.252036 + Penalty 11936.356062 = -4499125.895974
  nChanged 6659
		SP:Iteration 1F (52125.660000 sec): 3 clusters
  Score: Raw -4514751.802378 + Penalty 11936.356062 = -4502815.446316
  nChanged 1302
		SP:Iteration 2F (52125.790000 sec): 3 clusters
  Score: Raw -4515631.571328 + Penalty 11936.356062 = -4503695.215266
  nChanged 1143
		SP:Iteration 3F (52125.920000 sec): 3 clusters
  Score: Raw -4516533.205174 + Penalty 11936.356062 = -4504596.849112
  nChanged 1181
		SP:Iteration 4F (52126.050000 sec): 3 clusters
  Score: Raw -4517550.695174 + Penalty 11936.356062 = -4505614.339112
  nChanged 1142
		SP:Iteration 5F (52126.180000 sec): 3 clusters
  Score: Raw -4518629.146040 + Penalty 11936.356062 = -4506692.789978
  nChanged 1103
		SP:Iteration 6F (52126.310000 sec): 3 clusters
  Score: Raw -4519672.213834 + Penalty 11936.356062 = -4507735.857773
  nChanged 934
		SP:Iteration 7F (52126.430000 sec): 3 clusters
  Score: Raw -4520461.496149 + Penalty 11936.356062 = -4508525.140087
  nChanged 742
		SP:Iteration 8Q (52126.560000 sec): 3 clusters
  Score: Raw -4520968.898581 + Penalty 11936.356062 = -4509032.542520
  nChanged 557
		SP:Iteration 9Q (52126.690000 sec): 3 clusters
  Score: Raw -4521273.387132 + Penalty 11936.356062 = -4509337.031070
  nChanged 381
		SP:Iteration 10Q (52126.820000 sec): 3 clusters
  Score: Raw -4521454.645033 + Penalty 11936.356062 = -4509518.288972
  nChanged 245
		SP:Iteration 11Q (52126.950000 sec): 3 clusters
  Score: Raw -4521562.804887 + Penalty 11936.356062 = -4509626.448825
  nChanged 167
		SP:Iteration 12Q (52127.070000 sec): 3 clusters
  Score: Raw -4521628.029421 + Penalty 11936.356062 = -4509691.673360
  nChanged 123
		SP:Iteration 13Q (52127.200000 sec): 3 clusters
  Score: Raw -4521671.179662 + Penalty 11936.356062 = -4509734.823600
  nChanged 99
		SP:Iteration 14Q (52127.330000 sec): 3 clusters
  Score: Raw -4521703.698525 + Penalty 11936.356062 = -4509767.342463
  nChanged 70
		SP:Iteration 15Q (52127.450000 sec): 3 clusters
  Score: Raw -4521727.944572 + Penalty 11936.356062 = -4509791.588510
  nChanged 56
		SP:Iteration 16Q (52127.580000 sec): 3 clusters
  Score: Raw -4521748.453498 + Penalty 11936.356062 = -4509812.097437
  nChanged 59
		SP:Iteration 17Q (52127.710000 sec): 3 clusters
  Score: Raw -4521768.338483 + Penalty 11936.356062 = -4509831.982421
  nChanged 50
		SP:Iteration 18Q (52127.840000 sec): 3 clusters
  Score: Raw -4521782.281306 + Penalty 11936.356062 = -4509845.925244
  nChanged 33
		SP:Iteration 19Q (52127.960000 sec): 3 clusters
  Score: Raw -4521792.895350 + Penalty 11936.356062 = -4509856.539289
  nChanged 43
		SP:Iteration 20F (52128.090000 sec): 3 clusters
  Score: Raw -4521804.692648 + Penalty 11936.356062 = -4509868.336586
  nChanged 31
		SP:Iteration 21Q (52128.220000 sec): 3 clusters
  Score: Raw -4521814.676023 + Penalty 11936.356062 = -4509878.319962
  nChanged 35
		SP:Iteration 22Q (52128.340000 sec): 3 clusters
  Score: Raw -4521827.002409 + Penalty 11936.356062 = -4509890.646347
  nChanged 37
		SP:Iteration 23Q (52128.470000 sec): 3 clusters
  Score: Raw -4521837.699271 + Penalty 11936.356062 = -4509901.343210
  nChanged 26
		SP:Iteration 24Q (52128.600000 sec): 3 clusters
  Score: Raw -4521846.631805 + Penalty 11936.356062 = -4509910.275743
  nChanged 28
		SP:Iteration 25Q (52128.720000 sec): 3 clusters
  Score: Raw -4521854.605081 + Penalty 11936.356062 = -4509918.249020
  nChanged 26
		SP:Iteration 26Q (52128.850000 sec): 3 clusters
  Score: Raw -4521862.331025 + Penalty 11936.356062 = -4509925.974963
  nChanged 22
		SP:Iteration 27Q (52128.980000 sec): 3 clusters
  Score: Raw -4521868.682752 + Penalty 11936.356062 = -4509932.326690
  nChanged 17
		SP:Iteration 28Q (52129.100000 sec): 3 clusters
  Score: Raw -4521872.878197 + Penalty 11936.356062 = -4509936.522135
  nChanged 19
		SP:Iteration 29Q (52129.230000 sec): 3 clusters
  Score: Raw -4521879.170195 + Penalty 11936.356062 = -4509942.814133
  nChanged 25
		SP:Iteration 30Q (52129.360000 sec): 3 clusters
  Score: Raw -4521887.198337 + Penalty 11936.356062 = -4509950.842276
  nChanged 29
		SP:Iteration 31Q (52129.480000 sec): 3 clusters
  Score: Raw -4521896.198813 + Penalty 11936.356062 = -4509959.842752
  nChanged 29
		SP:Iteration 32Q (52129.610000 sec): 3 clusters
  Score: Raw -4521906.018947 + Penalty 11936.356062 = -4509969.662886
  nChanged 31
		SP:Iteration 33Q (52129.740000 sec): 3 clusters
  Score: Raw -4521915.219741 + Penalty 11936.356062 = -4509978.863680
  nChanged 23
		SP:Iteration 34Q (52129.860000 sec): 3 clusters
  Score: Raw -4521923.453505 + Penalty 11936.356062 = -4509987.097444
  nChanged 22
		SP:Iteration 35Q (52129.990000 sec): 3 clusters
  Score: Raw -4521930.795069 + Penalty 11936.356062 = -4509994.439008
  nChanged 17
		SP:Iteration 36Q (52130.110000 sec): 3 clusters
  Score: Raw -4521935.561679 + Penalty 11936.356062 = -4509999.205618
  nChanged 18
		SP:Iteration 37Q (52130.240000 sec): 3 clusters
  Score: Raw -4521942.703123 + Penalty 11936.356062 = -4510006.347061
  nChanged 18
		SP:Iteration 38Q (52130.360000 sec): 3 clusters
  Score: Raw -4521952.072380 + Penalty 11936.356062 = -4510015.716318
  nChanged 27
		SP:Iteration 39Q (52130.490000 sec): 3 clusters
  Score: Raw -4521965.152952 + Penalty 11936.356062 = -4510028.796891
  nChanged 32
		SP:Iteration 40F (52130.620000 sec): 3 clusters
  Score: Raw -4521980.625648 + Penalty 11936.356062 = -4510044.269587
  nChanged 29
		SP:Iteration 41Q (52130.750000 sec): 3 clusters
  Score: Raw -4521993.608497 + Penalty 11936.356062 = -4510057.252435
  nChanged 29
		SP:Iteration 42Q (52130.870000 sec): 3 clusters
  Score: Raw -4522004.776669 + Penalty 11936.356062 = -4510068.420608
  nChanged 30
		SP:Iteration 43Q (52131.000000 sec): 3 clusters
  Score: Raw -4522015.468610 + Penalty 11936.356062 = -4510079.112549
  nChanged 26
		SP:Iteration 44Q (52131.120000 sec): 3 clusters
  Score: Raw -4522024.556092 + Penalty 11936.356062 = -4510088.200030
  nChanged 19
		SP:Iteration 45Q (52131.250000 sec): 3 clusters
  Score: Raw -4522032.730863 + Penalty 11936.356062 = -4510096.374801
  nChanged 27
		SP:Iteration 46Q (52131.370000 sec): 3 clusters
  Score: Raw -4522043.559152 + Penalty 11936.356062 = -4510107.203091
  nChanged 29
		SP:Iteration 47Q (52131.500000 sec): 3 clusters
  Score: Raw -4522053.816155 + Penalty 11936.356062 = -4510117.460094
  nChanged 27
		SP:Iteration 48Q (52131.620000 sec): 3 clusters
  Score: Raw -4522064.342631 + Penalty 11936.356062 = -4510127.986570
  nChanged 26
		SP:Iteration 49Q (52131.750000 sec): 3 clusters
  Score: Raw -4522073.892703 + Penalty 11936.356062 = -4510137.536642
  nChanged 27
		SP:Iteration 50Q (52131.870000 sec): 3 clusters
  Score: Raw -4522084.279544 + Penalty 11936.356062 = -4510147.923482
  nChanged 26
		SP:Iteration 51Q (52132.000000 sec): 3 clusters
  Score: Raw -4522094.197034 + Penalty 11936.356062 = -4510157.840972
  nChanged 22
		SP:Iteration 52Q (52132.120000 sec): 3 clusters
  Score: Raw -4522102.488924 + Penalty 11936.356062 = -4510166.132862
  nChanged 25
		SP:Iteration 53Q (52132.250000 sec): 3 clusters
  Score: Raw -4522112.768014 + Penalty 11936.356062 = -4510176.411952
  nChanged 26
		SP:Iteration 54Q (52132.370000 sec): 3 clusters
  Score: Raw -4522123.374638 + Penalty 11936.356062 = -4510187.018576
  nChanged 31
		SP:Iteration 55Q (52132.500000 sec): 3 clusters
  Score: Raw -4522133.721719 + Penalty 11936.356062 = -4510197.365657
  nChanged 22
		SP:Iteration 56Q (52132.620000 sec): 3 clusters
  Score: Raw -4522141.538868 + Penalty 11936.356062 = -4510205.182806
  nChanged 24
		SP:Iteration 57Q (52132.740000 sec): 3 clusters
  Score: Raw -4522149.132805 + Penalty 11936.356062 = -4510212.776743
  nChanged 10
		SP:Iteration 58Q (52132.870000 sec): 3 clusters
  Score: Raw -4522153.440195 + Penalty 11936.356062 = -4510217.084133
  nChanged 14
		SP:Iteration 59Q (52132.990000 sec): 3 clusters
  Score: Raw -4522158.316972 + Penalty 11936.356062 = -4510221.960910
  nChanged 3
		SP:Iteration 60F (52133.120000 sec): 3 clusters
  Score: Raw -4522159.148747 + Penalty 11936.356062 = -4510222.792685
  nChanged 3
		SP:Iteration 61Q (52133.250000 sec): 3 clusters
  Score: Raw -4522160.157962 + Penalty 11936.356062 = -4510223.801900
  nChanged 3
		SP:Iteration 62Q (52133.370000 sec): 3 clusters
  Score: Raw -4522161.126870 + Penalty 11936.356062 = -4510224.770808
  nChanged 4
		SP:Iteration 63Q (52133.490000 sec): 3 clusters
  Score: Raw -4522162.499649 + Penalty 11936.356062 = -4510226.143588
  nChanged 2
		SP:Iteration 64Q (52133.620000 sec): 3 clusters
  Score: Raw -4522163.257045 + Penalty 11936.356062 = -4510226.900983
  nChanged 4
		SP:Iteration 65Q (52133.740000 sec): 3 clusters
  Score: Raw -4522165.108091 + Penalty 11936.356062 = -4510228.752030
  nChanged 5
		SP:Iteration 66Q (52133.870000 sec): 3 clusters
  Score: Raw -4522167.382750 + Penalty 11936.356062 = -4510231.026688
  nChanged 7
		SP:Iteration 67Q (52133.990000 sec): 3 clusters
  Score: Raw -4522169.870926 + Penalty 11936.356062 = -4510233.514865
  nChanged 4
		SP:Iteration 68Q (52134.110000 sec): 3 clusters
  Score: Raw -4522171.504870 + Penalty 11936.356062 = -4510235.148808
  nChanged 4
		SP:Iteration 69Q (52134.230000 sec): 3 clusters
  Score: Raw -4522172.802778 + Penalty 11936.356062 = -4510236.446716
  nChanged 7
		SP:Iteration 70Q (52134.360000 sec): 3 clusters
  Score: Raw -4522174.939964 + Penalty 11936.356062 = -4510238.583902
  nChanged 5
		SP:Iteration 71Q (52134.480000 sec): 3 clusters
  Score: Raw -4522177.699757 + Penalty 11936.356062 = -4510241.343695
  nChanged 7
		SP:Iteration 72Q (52134.600000 sec): 3 clusters
  Score: Raw -4522180.656393 + Penalty 11936.356062 = -4510244.300331
  nChanged 6
		SP:Iteration 73Q (52134.730000 sec): 3 clusters
  Score: Raw -4522182.224608 + Penalty 11936.356062 = -4510245.868546
  nChanged 6
		SP:Iteration 74Q (52134.850000 sec): 3 clusters
  Score: Raw -4522184.305303 + Penalty 11936.356062 = -4510247.949241
  nChanged 4
		SP:Iteration 75Q (52134.970000 sec): 3 clusters
  Score: Raw -4522185.420702 + Penalty 11936.356062 = -4510249.064640
  nChanged 2
		SP:Iteration 76Q (52135.100000 sec): 3 clusters
  Score: Raw -4522186.227834 + Penalty 11936.356062 = -4510249.871772
  nChanged 2
		SP:Iteration 77Q (52135.220000 sec): 3 clusters
  Score: Raw -4522186.963436 + Penalty 11936.356062 = -4510250.607374
  nChanged 2
		SP:Iteration 78Q (52135.340000 sec): 3 clusters
  Score: Raw -4522187.579219 + Penalty 11936.356062 = -4510251.223157
  nChanged 1
		SP:Iteration 79Q (52135.470000 sec): 3 clusters
  Score: Raw -4522187.833342 + Penalty 11936.356062 = -4510251.477281
  nChanged 0
		SP:Iteration 80F (52135.590000 sec): 3 clusters
  Score: Raw -4522187.833342 + Penalty 11936.356062 = -4510251.477281
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52135.810000 sec): 2 clusters
  Score: Raw -8583296.056383 + Penalty 6358.529910 = -8576937.526473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52136.060000 sec): 3 clusters
  Score: Raw -8565446.053532 + Penalty 12717.059820 = -8552728.993713
  nChanged 13741
		SP:Iteration 1F (52136.300000 sec): 3 clusters
  Score: Raw -8572721.479372 + Penalty 12717.059820 = -8560004.419553
  nChanged 1907
		SP:Iteration 2F (52136.550000 sec): 3 clusters
  Score: Raw -8573485.960651 + Penalty 12717.059820 = -8560768.900831
  nChanged 1503
		SP:Iteration 3Q (52136.790000 sec): 3 clusters
  Score: Raw -8574142.239655 + Penalty 12717.059820 = -8561425.179835
  nChanged 1437
		SP:Iteration 4Q (52137.040000 sec): 3 clusters
  Score: Raw -8574805.231755 + Penalty 12717.059820 = -8562088.171935
  nChanged 1496
		SP:Iteration 5Q (52137.290000 sec): 3 clusters
  Score: Raw -8575652.183257 + Penalty 12717.059820 = -8562935.123438
  nChanged 1701
		SP:Iteration 6F (52137.530000 sec): 3 clusters
  Score: Raw -8576830.979891 + Penalty 12717.059820 = -8564113.920071
  nChanged 2013
		SP:Iteration 7F (52137.780000 sec): 3 clusters
  Score: Raw -8578453.006601 + Penalty 12717.059820 = -8565735.946781
  nChanged 2157
		SP:Iteration 8F (52138.020000 sec): 3 clusters
  Score: Raw -8580136.981722 + Penalty 12717.059820 = -8567419.921902
  nChanged 1890
		SP:Iteration 9F (52138.270000 sec): 3 clusters
  Score: Raw -8581472.234274 + Penalty 12717.059820 = -8568755.174454
  nChanged 1562
		SP:Iteration 10Q (52138.510000 sec): 3 clusters
  Score: Raw -8582420.300515 + Penalty 12717.059820 = -8569703.240696
  nChanged 1179
		SP:Iteration 11Q (52138.750000 sec): 3 clusters
  Score: Raw -8583063.174485 + Penalty 12717.059820 = -8570346.114665
  nChanged 969
		SP:Iteration 12Q (52139.000000 sec): 3 clusters
  Score: Raw -8583520.078382 + Penalty 12717.059820 = -8570803.018562
  nChanged 729
		SP:Iteration 13Q (52139.240000 sec): 3 clusters
  Score: Raw -8583808.723083 + Penalty 12717.059820 = -8571091.663263
  nChanged 543
		SP:Iteration 14Q (52139.490000 sec): 3 clusters
  Score: Raw -8583987.697022 + Penalty 12717.059820 = -8571270.637202
  nChanged 414
		SP:Iteration 15Q (52139.730000 sec): 3 clusters
  Score: Raw -8584107.385617 + Penalty 12717.059820 = -8571390.325797
  nChanged 346
		SP:Iteration 16Q (52139.970000 sec): 3 clusters
  Score: Raw -8584196.330269 + Penalty 12717.059820 = -8571479.270450
  nChanged 245
		SP:Iteration 17Q (52140.220000 sec): 3 clusters
  Score: Raw -8584246.681604 + Penalty 12717.059820 = -8571529.621784
  nChanged 164
		SP:Iteration 18Q (52140.460000 sec): 3 clusters
  Score: Raw -8584277.764027 + Penalty 12717.059820 = -8571560.704207
  nChanged 115
		SP:Iteration 19Q (52140.710000 sec): 3 clusters
  Score: Raw -8584298.888060 + Penalty 12717.059820 = -8571581.828240
  nChanged 94
		SP:Iteration 20F (52140.950000 sec): 3 clusters
  Score: Raw -8584315.031596 + Penalty 12717.059820 = -8571597.971776
  nChanged 77
		SP:Iteration 21Q (52141.190000 sec): 3 clusters
  Score: Raw -8584328.094050 + Penalty 12717.059820 = -8571611.034230
  nChanged 69
		SP:Iteration 22Q (52141.440000 sec): 3 clusters
  Score: Raw -8584339.963656 + Penalty 12717.059820 = -8571622.903836
  nChanged 66
		SP:Iteration 23Q (52141.680000 sec): 3 clusters
  Score: Raw -8584350.202366 + Penalty 12717.059820 = -8571633.142546
  nChanged 59
		SP:Iteration 24Q (52141.930000 sec): 3 clusters
  Score: Raw -8584360.207438 + Penalty 12717.059820 = -8571643.147618
  nChanged 67
		SP:Iteration 25Q (52142.170000 sec): 3 clusters
  Score: Raw -8584371.184530 + Penalty 12717.059820 = -8571654.124711
  nChanged 60
		SP:Iteration 26Q (52142.410000 sec): 3 clusters
  Score: Raw -8584381.159815 + Penalty 12717.059820 = -8571664.099995
  nChanged 39
		SP:Iteration 27Q (52142.660000 sec): 3 clusters
  Score: Raw -8584386.946325 + Penalty 12717.059820 = -8571669.886505
  nChanged 38
		SP:Iteration 28Q (52142.900000 sec): 3 clusters
  Score: Raw -8584392.727870 + Penalty 12717.059820 = -8571675.668050
  nChanged 44
		SP:Iteration 29Q (52143.150000 sec): 3 clusters
  Score: Raw -8584398.710770 + Penalty 12717.059820 = -8571681.650950
  nChanged 43
		SP:Iteration 30Q (52143.390000 sec): 3 clusters
  Score: Raw -8584405.474855 + Penalty 12717.059820 = -8571688.415035
  nChanged 40
		SP:Iteration 31Q (52143.630000 sec): 3 clusters
  Score: Raw -8584411.575661 + Penalty 12717.059820 = -8571694.515841
  nChanged 35
		SP:Iteration 32Q (52143.880000 sec): 3 clusters
  Score: Raw -8584416.525263 + Penalty 12717.059820 = -8571699.465444
  nChanged 30
		SP:Iteration 33Q (52144.120000 sec): 3 clusters
  Score: Raw -8584420.629141 + Penalty 12717.059820 = -8571703.569321
  nChanged 33
		SP:Iteration 34Q (52144.370000 sec): 3 clusters
  Score: Raw -8584425.942853 + Penalty 12717.059820 = -8571708.883033
  nChanged 42
		SP:Iteration 35Q (52144.610000 sec): 3 clusters
  Score: Raw -8584431.891071 + Penalty 12717.059820 = -8571714.831251
  nChanged 37
		SP:Iteration 36Q (52144.850000 sec): 3 clusters
  Score: Raw -8584437.367241 + Penalty 12717.059820 = -8571720.307422
  nChanged 37
		SP:Iteration 37Q (52145.100000 sec): 3 clusters
  Score: Raw -8584442.722714 + Penalty 12717.059820 = -8571725.662895
  nChanged 41
		SP:Iteration 38Q (52145.340000 sec): 3 clusters
  Score: Raw -8584449.263262 + Penalty 12717.059820 = -8571732.203442
  nChanged 39
		SP:Iteration 39Q (52145.590000 sec): 3 clusters
  Score: Raw -8584454.976132 + Penalty 12717.059820 = -8571737.916313
  nChanged 40
		SP:Iteration 40F (52145.830000 sec): 3 clusters
  Score: Raw -8584460.795097 + Penalty 12717.059820 = -8571743.735277
  nChanged 41
		SP:Iteration 41Q (52146.070000 sec): 3 clusters
  Score: Raw -8584467.821926 + Penalty 12717.059820 = -8571750.762106
  nChanged 49
		SP:Iteration 42Q (52146.320000 sec): 3 clusters
  Score: Raw -8584476.035352 + Penalty 12717.059820 = -8571758.975532
  nChanged 49
		SP:Iteration 43Q (52146.560000 sec): 3 clusters
  Score: Raw -8584486.161579 + Penalty 12717.059820 = -8571769.101759
  nChanged 60
		SP:Iteration 44Q (52146.810000 sec): 3 clusters
  Score: Raw -8584499.514562 + Penalty 12717.059820 = -8571782.454742
  nChanged 67
		SP:Iteration 45Q (52147.050000 sec): 3 clusters
  Score: Raw -8584512.688589 + Penalty 12717.059820 = -8571795.628769
  nChanged 62
		SP:Iteration 46Q (52147.290000 sec): 3 clusters
  Score: Raw -8584525.625722 + Penalty 12717.059820 = -8571808.565902
  nChanged 64
		SP:Iteration 47Q (52147.540000 sec): 3 clusters
  Score: Raw -8584537.600233 + Penalty 12717.059820 = -8571820.540413
  nChanged 57
		SP:Iteration 48Q (52147.780000 sec): 3 clusters
  Score: Raw -8584547.357407 + Penalty 12717.059820 = -8571830.297587
  nChanged 53
		SP:Iteration 49Q (52148.030000 sec): 3 clusters
  Score: Raw -8584555.237319 + Penalty 12717.059820 = -8571838.177499
  nChanged 46
		SP:Iteration 50Q (52148.270000 sec): 3 clusters
  Score: Raw -8584563.487894 + Penalty 12717.059820 = -8571846.428074
  nChanged 48
		SP:Iteration 51Q (52148.510000 sec): 3 clusters
  Score: Raw -8584571.093148 + Penalty 12717.059820 = -8571854.033329
  nChanged 47
		SP:Iteration 52Q (52148.760000 sec): 3 clusters
  Score: Raw -8584579.612338 + Penalty 12717.059820 = -8571862.552518
  nChanged 51
		SP:Iteration 53Q (52149.000000 sec): 3 clusters
  Score: Raw -8584588.994071 + Penalty 12717.059820 = -8571871.934252
  nChanged 46
		SP:Iteration 54Q (52149.250000 sec): 3 clusters
  Score: Raw -8584599.047593 + Penalty 12717.059820 = -8571881.987773
  nChanged 49
		SP:Iteration 55Q (52149.490000 sec): 3 clusters
  Score: Raw -8584608.362245 + Penalty 12717.059820 = -8571891.302426
  nChanged 42
		SP:Iteration 56Q (52149.730000 sec): 3 clusters
  Score: Raw -8584616.272804 + Penalty 12717.059820 = -8571899.212984
  nChanged 52
		SP:Iteration 57Q (52149.970000 sec): 3 clusters
  Score: Raw -8584626.785472 + Penalty 12717.059820 = -8571909.725652
  nChanged 49
		SP:Iteration 58Q (52150.220000 sec): 3 clusters
  Score: Raw -8584637.155249 + Penalty 12717.059820 = -8571920.095429
  nChanged 53
		SP:Iteration 59Q (52150.460000 sec): 3 clusters
  Score: Raw -8584646.248702 + Penalty 12717.059820 = -8571929.188882
  nChanged 40
		SP:Iteration 60F (52150.710000 sec): 3 clusters
  Score: Raw -8584653.448006 + Penalty 12717.059820 = -8571936.388186
  nChanged 43
		SP:Iteration 61Q (52150.950000 sec): 3 clusters
  Score: Raw -8584661.898790 + Penalty 12717.059820 = -8571944.838970
  nChanged 41
		SP:Iteration 62Q (52151.190000 sec): 3 clusters
  Score: Raw -8584670.196235 + Penalty 12717.059820 = -8571953.136416
  nChanged 45
		SP:Iteration 63Q (52151.440000 sec): 3 clusters
  Score: Raw -8584678.229113 + Penalty 12717.059820 = -8571961.169293
  nChanged 41
		SP:Iteration 64Q (52151.680000 sec): 3 clusters
  Score: Raw -8584686.360837 + Penalty 12717.059820 = -8571969.301017
  nChanged 42
		SP:Iteration 65Q (52151.930000 sec): 3 clusters
  Score: Raw -8584694.152413 + Penalty 12717.059820 = -8571977.092593
  nChanged 43
		SP:Iteration 66Q (52152.170000 sec): 3 clusters
  Score: Raw -8584701.604637 + Penalty 12717.059820 = -8571984.544818
  nChanged 38
		SP:Iteration 67Q (52152.410000 sec): 3 clusters
  Score: Raw -8584707.494401 + Penalty 12717.059820 = -8571990.434582
  nChanged 29
		SP:Iteration 68Q (52152.650000 sec): 3 clusters
  Score: Raw -8584712.628859 + Penalty 12717.059820 = -8571995.569040
  nChanged 37
		SP:Iteration 69Q (52152.900000 sec): 3 clusters
  Score: Raw -8584718.832570 + Penalty 12717.059820 = -8572001.772750
  nChanged 36
		SP:Iteration 70Q (52153.140000 sec): 3 clusters
  Score: Raw -8584724.880644 + Penalty 12717.059820 = -8572007.820825
  nChanged 35
		SP:Iteration 71Q (52153.390000 sec): 3 clusters
  Score: Raw -8584731.265938 + Penalty 12717.059820 = -8572014.206118
  nChanged 43
		SP:Iteration 72Q (52153.630000 sec): 3 clusters
  Score: Raw -8584738.510194 + Penalty 12717.059820 = -8572021.450375
  nChanged 44
		SP:Iteration 73Q (52153.870000 sec): 3 clusters
  Score: Raw -8584747.119393 + Penalty 12717.059820 = -8572030.059573
  nChanged 53
		SP:Iteration 74Q (52154.110000 sec): 3 clusters
  Score: Raw -8584757.640755 + Penalty 12717.059820 = -8572040.580935
  nChanged 48
		SP:Iteration 75Q (52154.360000 sec): 3 clusters
  Score: Raw -8584766.457084 + Penalty 12717.059820 = -8572049.397264
  nChanged 44
		SP:Iteration 76Q (52154.600000 sec): 3 clusters
  Score: Raw -8584774.298890 + Penalty 12717.059820 = -8572057.239070
  nChanged 51
		SP:Iteration 77Q (52154.850000 sec): 3 clusters
  Score: Raw -8584784.132255 + Penalty 12717.059820 = -8572067.072435
  nChanged 49
		SP:Iteration 78Q (52155.090000 sec): 3 clusters
  Score: Raw -8584793.103984 + Penalty 12717.059820 = -8572076.044164
  nChanged 37
		SP:Iteration 79Q (52155.330000 sec): 3 clusters
  Score: Raw -8584799.742964 + Penalty 12717.059820 = -8572082.683144
  nChanged 42
		SP:Iteration 80F (52155.580000 sec): 3 clusters
  Score: Raw -8584806.584717 + Penalty 12717.059820 = -8572089.524897
  nChanged 37
		SP:Iteration 81Q (52155.830000 sec): 3 clusters
  Score: Raw -8584812.471743 + Penalty 12717.059820 = -8572095.411923
  nChanged 27
		SP:Iteration 82Q (52156.070000 sec): 3 clusters
  Score: Raw -8584816.766032 + Penalty 12717.059820 = -8572099.706212
  nChanged 36
		SP:Iteration 83Q (52156.310000 sec): 3 clusters
  Score: Raw -8584823.008611 + Penalty 12717.059820 = -8572105.948791
  nChanged 34
		SP:Iteration 84Q (52156.560000 sec): 3 clusters
  Score: Raw -8584829.155169 + Penalty 12717.059820 = -8572112.095349
  nChanged 31
		SP:Iteration 85Q (52156.800000 sec): 3 clusters
  Score: Raw -8584834.646369 + Penalty 12717.059820 = -8572117.586549
  nChanged 30
		SP:Iteration 86Q (52157.050000 sec): 3 clusters
  Score: Raw -8584840.363148 + Penalty 12717.059820 = -8572123.303329
  nChanged 39
		SP:Iteration 87Q (52157.290000 sec): 3 clusters
  Score: Raw -8584847.496013 + Penalty 12717.059820 = -8572130.436194
  nChanged 28
		SP:Iteration 88Q (52157.530000 sec): 3 clusters
  Score: Raw -8584851.968713 + Penalty 12717.059820 = -8572134.908894
  nChanged 22
		SP:Iteration 89Q (52157.780000 sec): 3 clusters
  Score: Raw -8584855.717191 + Penalty 12717.059820 = -8572138.657371
  nChanged 28
		SP:Iteration 90Q (52158.020000 sec): 3 clusters
  Score: Raw -8584861.113566 + Penalty 12717.059820 = -8572144.053747
  nChanged 32
		SP:Iteration 91Q (52158.260000 sec): 3 clusters
  Score: Raw -8584867.047565 + Penalty 12717.059820 = -8572149.987745
  nChanged 25
		SP:Iteration 92Q (52158.510000 sec): 3 clusters
  Score: Raw -8584870.947565 + Penalty 12717.059820 = -8572153.887745
  nChanged 22
		SP:Iteration 93Q (52158.750000 sec): 3 clusters
  Score: Raw -8584874.544504 + Penalty 12717.059820 = -8572157.484684
  nChanged 20
		SP:Iteration 94Q (52158.990000 sec): 3 clusters
  Score: Raw -8584877.648863 + Penalty 12717.059820 = -8572160.589043
  nChanged 15
		SP:Iteration 95Q (52159.230000 sec): 3 clusters
  Score: Raw -8584879.492269 + Penalty 12717.059820 = -8572162.432449
  nChanged 9
		SP:Iteration 96Q (52159.480000 sec): 3 clusters
  Score: Raw -8584880.649788 + Penalty 12717.059820 = -8572163.589969
  nChanged 9
		SP:Iteration 97Q (52159.720000 sec): 3 clusters
  Score: Raw -8584882.079866 + Penalty 12717.059820 = -8572165.020046
  nChanged 10
		SP:Iteration 98Q (52159.970000 sec): 3 clusters
  Score: Raw -8584883.617601 + Penalty 12717.059820 = -8572166.557781
  nChanged 8
		SP:Iteration 99Q (52160.210000 sec): 3 clusters
  Score: Raw -8584884.746139 + Penalty 12717.059820 = -8572167.686319
  nChanged 5
		SP:Iteration 100F (52160.450000 sec): 3 clusters
  Score: Raw -8584885.393458 + Penalty 12717.059820 = -8572168.333638
  nChanged 3
		SP:Iteration 101Q (52160.690000 sec): 3 clusters
  Score: Raw -8584885.920187 + Penalty 12717.059820 = -8572168.860367
  nChanged 3
		SP:Iteration 102Q (52160.940000 sec): 3 clusters
  Score: Raw -8584886.292951 + Penalty 12717.059820 = -8572169.233131
  nChanged 2
		SP:Iteration 103Q (52161.180000 sec): 3 clusters
  Score: Raw -8584886.587204 + Penalty 12717.059820 = -8572169.527385
  nChanged 4
		SP:Iteration 104Q (52161.420000 sec): 3 clusters
  Score: Raw -8584887.049167 + Penalty 12717.059820 = -8572169.989347
  nChanged 4
		SP:Iteration 105Q (52161.660000 sec): 3 clusters
  Score: Raw -8584887.895834 + Penalty 12717.059820 = -8572170.836014
  nChanged 7
		SP:Iteration 106Q (52161.910000 sec): 3 clusters
  Score: Raw -8584888.781233 + Penalty 12717.059820 = -8572171.721414
  nChanged 3
		SP:Iteration 107Q (52162.150000 sec): 3 clusters
  Score: Raw -8584889.441460 + Penalty 12717.059820 = -8572172.381640
  nChanged 6
		SP:Iteration 108Q (52162.390000 sec): 3 clusters
  Score: Raw -8584890.358282 + Penalty 12717.059820 = -8572173.298462
  nChanged 6
		SP:Iteration 109Q (52162.630000 sec): 3 clusters
  Score: Raw -8584891.317489 + Penalty 12717.059820 = -8572174.257669
  nChanged 8
		SP:Iteration 110Q (52162.870000 sec): 3 clusters
  Score: Raw -8584892.672514 + Penalty 12717.059820 = -8572175.612694
  nChanged 6
		SP:Iteration 111Q (52163.110000 sec): 3 clusters
  Score: Raw -8584893.906448 + Penalty 12717.059820 = -8572176.846628
  nChanged 7
		SP:Iteration 112Q (52163.350000 sec): 3 clusters
  Score: Raw -8584894.986817 + Penalty 12717.059820 = -8572177.926997
  nChanged 4
		SP:Iteration 113Q (52163.600000 sec): 3 clusters
  Score: Raw -8584895.639599 + Penalty 12717.059820 = -8572178.579779
  nChanged 6
		SP:Iteration 114Q (52163.840000 sec): 3 clusters
  Score: Raw -8584896.558459 + Penalty 12717.059820 = -8572179.498639
  nChanged 9
		SP:Iteration 115Q (52164.080000 sec): 3 clusters
  Score: Raw -8584897.919193 + Penalty 12717.059820 = -8572180.859374
  nChanged 9
		SP:Iteration 116Q (52164.320000 sec): 3 clusters
  Score: Raw -8584899.259134 + Penalty 12717.059820 = -8572182.199314
  nChanged 8
		SP:Iteration 117Q (52164.560000 sec): 3 clusters
  Score: Raw -8584900.549945 + Penalty 12717.059820 = -8572183.490125
  nChanged 4
		SP:Iteration 118Q (52164.810000 sec): 3 clusters
  Score: Raw -8584901.535225 + Penalty 12717.059820 = -8572184.475405
  nChanged 10
		SP:Iteration 119Q (52165.050000 sec): 3 clusters
  Score: Raw -8584902.853562 + Penalty 12717.059820 = -8572185.793742
  nChanged 7
		SP:Iteration 120F (52165.290000 sec): 3 clusters
  Score: Raw -8584903.797495 + Penalty 12717.059820 = -8572186.737676
  nChanged 7
		SP:Iteration 121Q (52165.540000 sec): 3 clusters
  Score: Raw -8584904.703993 + Penalty 12717.059820 = -8572187.644173
  nChanged 6
		SP:Iteration 122Q (52165.780000 sec): 3 clusters
  Score: Raw -8584905.742727 + Penalty 12717.059820 = -8572188.682907
  nChanged 7
		SP:Iteration 123Q (52166.020000 sec): 3 clusters
  Score: Raw -8584906.901751 + Penalty 12717.059820 = -8572189.841931
  nChanged 5
		SP:Iteration 124Q (52166.260000 sec): 3 clusters
  Score: Raw -8584907.615047 + Penalty 12717.059820 = -8572190.555227
  nChanged 4
		SP:Iteration 125Q (52166.510000 sec): 3 clusters
  Score: Raw -8584908.297584 + Penalty 12717.059820 = -8572191.237765
  nChanged 3
		SP:Iteration 126Q (52166.750000 sec): 3 clusters
  Score: Raw -8584908.735418 + Penalty 12717.059820 = -8572191.675598
  nChanged 2
		SP:Iteration 127Q (52166.990000 sec): 3 clusters
  Score: Raw -8584909.097098 + Penalty 12717.059820 = -8572192.037278
  nChanged 2
		SP:Iteration 128Q (52167.230000 sec): 3 clusters
  Score: Raw -8584909.519563 + Penalty 12717.059820 = -8572192.459743
  nChanged 4
		SP:Iteration 129Q (52167.470000 sec): 3 clusters
  Score: Raw -8584910.195807 + Penalty 12717.059820 = -8572193.135988
  nChanged 3
		SP:Iteration 130Q (52167.720000 sec): 3 clusters
  Score: Raw -8584910.681113 + Penalty 12717.059820 = -8572193.621293
  nChanged 2
		SP:Iteration 131Q (52167.960000 sec): 3 clusters
  Score: Raw -8584911.089006 + Penalty 12717.059820 = -8572194.029187
  nChanged 3
		SP:Iteration 132Q (52168.200000 sec): 3 clusters
  Score: Raw -8584911.497962 + Penalty 12717.059820 = -8572194.438142
  nChanged 3
		SP:Iteration 133Q (52168.440000 sec): 3 clusters
  Score: Raw -8584911.891871 + Penalty 12717.059820 = -8572194.832051
  nChanged 2
		SP:Iteration 134Q (52168.680000 sec): 3 clusters
  Score: Raw -8584912.217120 + Penalty 12717.059820 = -8572195.157300
  nChanged 7
		SP:Iteration 135Q (52168.930000 sec): 3 clusters
  Score: Raw -8584913.150391 + Penalty 12717.059820 = -8572196.090572
  nChanged 7
		SP:Iteration 136Q (52169.170000 sec): 3 clusters
  Score: Raw -8584914.353444 + Penalty 12717.059820 = -8572197.293624
  nChanged 8
		SP:Iteration 137Q (52169.410000 sec): 3 clusters
  Score: Raw -8584915.386379 + Penalty 12717.059820 = -8572198.326560
  nChanged 6
		SP:Iteration 138Q (52169.650000 sec): 3 clusters
  Score: Raw -8584916.256771 + Penalty 12717.059820 = -8572199.196952
  nChanged 2
		SP:Iteration 139Q (52169.890000 sec): 3 clusters
  Score: Raw -8584916.484979 + Penalty 12717.059820 = -8572199.425160
  nChanged 0
		SP:Iteration 140F (52170.130000 sec): 3 clusters
  Score: Raw -8584916.484979 + Penalty 12717.059820 = -8572199.425160
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (8920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52170.210000 sec): 2 clusters
  Score: Raw -2322407.744085 + Penalty 5571.331376 = -2316836.412710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52170.270000 sec): 3 clusters
  Score: Raw -2318470.965186 + Penalty 11142.662751 = -2307328.302434
  nChanged 3218
		SP:Iteration 1F (52170.340000 sec): 3 clusters
  Score: Raw -2320354.809941 + Penalty 11142.662751 = -2309212.147190
  nChanged 636
		SP:Iteration 2F (52170.410000 sec): 3 clusters
  Score: Raw -2320751.388674 + Penalty 11142.662751 = -2309608.725922
  nChanged 398
		SP:Iteration 3Q (52170.470000 sec): 3 clusters
  Score: Raw -2320987.792397 + Penalty 11142.662751 = -2309845.129645
  nChanged 292
		SP:Iteration 4Q (52170.540000 sec): 3 clusters
  Score: Raw -2321154.810863 + Penalty 11142.662751 = -2310012.148111
  nChanged 230
		SP:Iteration 5Q (52170.610000 sec): 3 clusters
  Score: Raw -2321274.496389 + Penalty 11142.662751 = -2310131.833638
  nChanged 166
		SP:Iteration 6Q (52170.670000 sec): 3 clusters
  Score: Raw -2321355.506790 + Penalty 11142.662751 = -2310212.844038
  nChanged 140
		SP:Iteration 7Q (52170.740000 sec): 3 clusters
  Score: Raw -2321416.551142 + Penalty 11142.662751 = -2310273.888391
  nChanged 100
		SP:Iteration 8Q (52170.800000 sec): 3 clusters
  Score: Raw -2321463.283814 + Penalty 11142.662751 = -2310320.621063
  nChanged 97
		SP:Iteration 9Q (52170.870000 sec): 3 clusters
  Score: Raw -2321507.665158 + Penalty 11142.662751 = -2310365.002406
  nChanged 88
		SP:Iteration 10Q (52170.930000 sec): 3 clusters
  Score: Raw -2321545.795724 + Penalty 11142.662751 = -2310403.132972
  nChanged 89
		SP:Iteration 11Q (52171.000000 sec): 3 clusters
  Score: Raw -2321584.247474 + Penalty 11142.662751 = -2310441.584722
  nChanged 85
		SP:Iteration 12Q (52171.070000 sec): 3 clusters
  Score: Raw -2321623.680970 + Penalty 11142.662751 = -2310481.018219
  nChanged 80
		SP:Iteration 13Q (52171.130000 sec): 3 clusters
  Score: Raw -2321660.078797 + Penalty 11142.662751 = -2310517.416045
  nChanged 72
		SP:Iteration 14Q (52171.200000 sec): 3 clusters
  Score: Raw -2321691.235252 + Penalty 11142.662751 = -2310548.572501
  nChanged 67
		SP:Iteration 15Q (52171.260000 sec): 3 clusters
  Score: Raw -2321722.103249 + Penalty 11142.662751 = -2310579.440498
  nChanged 84
		SP:Iteration 16Q (52171.330000 sec): 3 clusters
  Score: Raw -2321758.447212 + Penalty 11142.662751 = -2310615.784461
  nChanged 84
		SP:Iteration 17Q (52171.390000 sec): 3 clusters
  Score: Raw -2321797.556634 + Penalty 11142.662751 = -2310654.893883
  nChanged 94
		SP:Iteration 18Q (52171.460000 sec): 3 clusters
  Score: Raw -2321844.868768 + Penalty 11142.662751 = -2310702.206016
  nChanged 105
		SP:Iteration 19Q (52171.530000 sec): 3 clusters
  Score: Raw -2321891.758515 + Penalty 11142.662751 = -2310749.095763
  nChanged 105
		SP:Iteration 20F (52171.590000 sec): 3 clusters
  Score: Raw -2321938.692340 + Penalty 11142.662751 = -2310796.029589
  nChanged 102
		SP:Iteration 21Q (52171.660000 sec): 3 clusters
  Score: Raw -2321986.232489 + Penalty 11142.662751 = -2310843.569738
  nChanged 90
		SP:Iteration 22Q (52171.720000 sec): 3 clusters
  Score: Raw -2322029.495412 + Penalty 11142.662751 = -2310886.832661
  nChanged 104
		SP:Iteration 23Q (52171.790000 sec): 3 clusters
  Score: Raw -2322082.153256 + Penalty 11142.662751 = -2310939.490505
  nChanged 115
		SP:Iteration 24Q (52171.850000 sec): 3 clusters
  Score: Raw -2322144.586395 + Penalty 11142.662751 = -2311001.923644
  nChanged 125
		SP:Iteration 25Q (52171.920000 sec): 3 clusters
  Score: Raw -2322212.761766 + Penalty 11142.662751 = -2311070.099015
  nChanged 120
		SP:Iteration 26Q (52171.990000 sec): 3 clusters
  Score: Raw -2322278.420407 + Penalty 11142.662751 = -2311135.757655
  nChanged 104
		SP:Iteration 27Q (52172.050000 sec): 3 clusters
  Score: Raw -2322337.446613 + Penalty 11142.662751 = -2311194.783861
  nChanged 102
		SP:Iteration 28Q (52172.110000 sec): 3 clusters
  Score: Raw -2322400.405145 + Penalty 11142.662751 = -2311257.742394
  nChanged 105
		SP:Iteration 29Q (52172.180000 sec): 3 clusters
  Score: Raw -2322460.418852 + Penalty 11142.662751 = -2311317.756101
  nChanged 102
		SP:Iteration 30Q (52172.250000 sec): 3 clusters
  Score: Raw -2322522.251522 + Penalty 11142.662751 = -2311379.588771
  nChanged 101
		SP:Iteration 31Q (52172.310000 sec): 3 clusters
  Score: Raw -2322579.523621 + Penalty 11142.662751 = -2311436.860870
  nChanged 90
		SP:Iteration 32Q (52172.370000 sec): 3 clusters
  Score: Raw -2322628.013953 + Penalty 11142.662751 = -2311485.351201
  nChanged 76
		SP:Iteration 33Q (52172.440000 sec): 3 clusters
  Score: Raw -2322670.747698 + Penalty 11142.662751 = -2311528.084947
  nChanged 70
		SP:Iteration 34Q (52172.510000 sec): 3 clusters
  Score: Raw -2322706.957132 + Penalty 11142.662751 = -2311564.294381
  nChanged 71
		SP:Iteration 35Q (52172.570000 sec): 3 clusters
  Score: Raw -2322747.179886 + Penalty 11142.662751 = -2311604.517135
  nChanged 83
		SP:Iteration 36Q (52172.630000 sec): 3 clusters
  Score: Raw -2322795.724446 + Penalty 11142.662751 = -2311653.061694
  nChanged 67
		SP:Iteration 37Q (52172.700000 sec): 3 clusters
  Score: Raw -2322834.048089 + Penalty 11142.662751 = -2311691.385338
  nChanged 64
		SP:Iteration 38Q (52172.760000 sec): 3 clusters
  Score: Raw -2322867.674794 + Penalty 11142.662751 = -2311725.012042
  nChanged 67
		SP:Iteration 39Q (52172.830000 sec): 3 clusters
  Score: Raw -2322903.663193 + Penalty 11142.662751 = -2311761.000441
  nChanged 49
		SP:Iteration 40F (52172.890000 sec): 3 clusters
  Score: Raw -2322929.966811 + Penalty 11142.662751 = -2311787.304060
  nChanged 46
		SP:Iteration 41Q (52172.960000 sec): 3 clusters
  Score: Raw -2322956.354026 + Penalty 11142.662751 = -2311813.691275
  nChanged 43
		SP:Iteration 42Q (52173.020000 sec): 3 clusters
  Score: Raw -2322982.617453 + Penalty 11142.662751 = -2311839.954701
  nChanged 46
		SP:Iteration 43Q (52173.090000 sec): 3 clusters
  Score: Raw -2323009.796145 + Penalty 11142.662751 = -2311867.133393
  nChanged 43
		SP:Iteration 44Q (52173.150000 sec): 3 clusters
  Score: Raw -2323034.718105 + Penalty 11142.662751 = -2311892.055354
  nChanged 44
		SP:Iteration 45Q (52173.210000 sec): 3 clusters
  Score: Raw -2323057.552121 + Penalty 11142.662751 = -2311914.889370
  nChanged 28
		SP:Iteration 46Q (52173.280000 sec): 3 clusters
  Score: Raw -2323074.582097 + Penalty 11142.662751 = -2311931.919346
  nChanged 41
		SP:Iteration 47Q (52173.340000 sec): 3 clusters
  Score: Raw -2323097.740302 + Penalty 11142.662751 = -2311955.077550
  nChanged 34
		SP:Iteration 48Q (52173.400000 sec): 3 clusters
  Score: Raw -2323120.025502 + Penalty 11142.662751 = -2311977.362751
  nChanged 28
		SP:Iteration 49Q (52173.470000 sec): 3 clusters
  Score: Raw -2323133.803874 + Penalty 11142.662751 = -2311991.141123
  nChanged 25
		SP:Iteration 50Q (52173.530000 sec): 3 clusters
  Score: Raw -2323149.247699 + Penalty 11142.662751 = -2312006.584948
  nChanged 21
		SP:Iteration 51Q (52173.590000 sec): 3 clusters
  Score: Raw -2323161.204744 + Penalty 11142.662751 = -2312018.541993
  nChanged 15
		SP:Iteration 52Q (52173.660000 sec): 3 clusters
  Score: Raw -2323169.943852 + Penalty 11142.662751 = -2312027.281100
  nChanged 18
		SP:Iteration 53Q (52173.720000 sec): 3 clusters
  Score: Raw -2323178.916334 + Penalty 11142.662751 = -2312036.253583
  nChanged 16
		SP:Iteration 54Q (52173.780000 sec): 3 clusters
  Score: Raw -2323187.969664 + Penalty 11142.662751 = -2312045.306913
  nChanged 25
		SP:Iteration 55Q (52173.840000 sec): 3 clusters
  Score: Raw -2323202.393540 + Penalty 11142.662751 = -2312059.730789
  nChanged 22
		SP:Iteration 56Q (52173.910000 sec): 3 clusters
  Score: Raw -2323215.298412 + Penalty 11142.662751 = -2312072.635661
  nChanged 21
		SP:Iteration 57Q (52173.970000 sec): 3 clusters
  Score: Raw -2323228.708062 + Penalty 11142.662751 = -2312086.045311
  nChanged 14
		SP:Iteration 58Q (52174.030000 sec): 3 clusters
  Score: Raw -2323237.292603 + Penalty 11142.662751 = -2312094.629852
  nChanged 21
		SP:Iteration 59Q (52174.090000 sec): 3 clusters
  Score: Raw -2323248.632860 + Penalty 11142.662751 = -2312105.970109
  nChanged 19
		SP:Iteration 60F (52174.160000 sec): 3 clusters
  Score: Raw -2323257.846340 + Penalty 11142.662751 = -2312115.183588
  nChanged 11
		SP:Iteration 61Q (52174.230000 sec): 3 clusters
  Score: Raw -2323263.608189 + Penalty 11142.662751 = -2312120.945438
  nChanged 12
		SP:Iteration 62Q (52174.290000 sec): 3 clusters
  Score: Raw -2323268.683042 + Penalty 11142.662751 = -2312126.020291
  nChanged 12
		SP:Iteration 63Q (52174.350000 sec): 3 clusters
  Score: Raw -2323273.806536 + Penalty 11142.662751 = -2312131.143785
  nChanged 12
		SP:Iteration 64Q (52174.410000 sec): 3 clusters
  Score: Raw -2323280.557526 + Penalty 11142.662751 = -2312137.894774
  nChanged 7
		SP:Iteration 65Q (52174.470000 sec): 3 clusters
  Score: Raw -2323284.445373 + Penalty 11142.662751 = -2312141.782622
  nChanged 4
		SP:Iteration 66Q (52174.540000 sec): 3 clusters
  Score: Raw -2323286.420040 + Penalty 11142.662751 = -2312143.757289
  nChanged 6
		SP:Iteration 67Q (52174.600000 sec): 3 clusters
  Score: Raw -2323289.641343 + Penalty 11142.662751 = -2312146.978592
  nChanged 5
		SP:Iteration 68Q (52174.660000 sec): 3 clusters
  Score: Raw -2323292.186210 + Penalty 11142.662751 = -2312149.523459
  nChanged 7
		SP:Iteration 69Q (52174.730000 sec): 3 clusters
  Score: Raw -2323297.030521 + Penalty 11142.662751 = -2312154.367770
  nChanged 8
		SP:Iteration 70Q (52174.790000 sec): 3 clusters
  Score: Raw -2323300.687332 + Penalty 11142.662751 = -2312158.024581
  nChanged 7
		SP:Iteration 71Q (52174.850000 sec): 3 clusters
  Score: Raw -2323304.094771 + Penalty 11142.662751 = -2312161.432019
  nChanged 6
		SP:Iteration 72Q (52174.910000 sec): 3 clusters
  Score: Raw -2323307.808004 + Penalty 11142.662751 = -2312165.145253
  nChanged 4
		SP:Iteration 73Q (52174.980000 sec): 3 clusters
  Score: Raw -2323310.879782 + Penalty 11142.662751 = -2312168.217031
  nChanged 5
		SP:Iteration 74Q (52175.040000 sec): 3 clusters
  Score: Raw -2323314.509601 + Penalty 11142.662751 = -2312171.846850
  nChanged 5
		SP:Iteration 75Q (52175.100000 sec): 3 clusters
  Score: Raw -2323317.456527 + Penalty 11142.662751 = -2312174.793776
  nChanged 3
		SP:Iteration 76Q (52175.170000 sec): 3 clusters
  Score: Raw -2323318.780547 + Penalty 11142.662751 = -2312176.117795
  nChanged 3
		SP:Iteration 77Q (52175.230000 sec): 3 clusters
  Score: Raw -2323319.725367 + Penalty 11142.662751 = -2312177.062616
  nChanged 3
		SP:Iteration 78Q (52175.290000 sec): 3 clusters
  Score: Raw -2323322.566830 + Penalty 11142.662751 = -2312179.904079
  nChanged 4
		SP:Iteration 79Q (52175.350000 sec): 3 clusters
  Score: Raw -2323325.300329 + Penalty 11142.662751 = -2312182.637578
  nChanged 1
		SP:Iteration 80F (52175.420000 sec): 3 clusters
  Score: Raw -2323325.708877 + Penalty 11142.662751 = -2312183.046126
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52175.430000 sec): 2 clusters
  Score: Raw -134632.629027 + Penalty 3900.514652 = -130732.114376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52175.440000 sec): 3 clusters
  Score: Raw -135121.427851 + Penalty 7801.029303 = -127320.398548
  nChanged 62
		SP:Iteration 1F (52175.440000 sec): 3 clusters
  Score: Raw -135311.051603 + Penalty 7801.029303 = -127510.022300
  nChanged 11
		SP:Iteration 2Q (52175.450000 sec): 3 clusters
  Score: Raw -135341.896032 + Penalty 7801.029303 = -127540.866729
  nChanged 2
		SP:Iteration 3Q (52175.450000 sec): 3 clusters
  Score: Raw -135346.934865 + Penalty 7801.029303 = -127545.905562
  nChanged 2
		SP:Iteration 4Q (52175.450000 sec): 3 clusters
  Score: Raw -135351.607790 + Penalty 7801.029303 = -127550.578487
  nChanged 1
		SP:Iteration 5Q (52175.460000 sec): 3 clusters
  Score: Raw -135355.660242 + Penalty 7801.029303 = -127554.630939
  nChanged 0
		SP:Iteration 6F (52175.460000 sec): 3 clusters
  Score: Raw -135355.660242 + Penalty 7801.029303 = -127554.630939
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (11949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52175.550000 sec): 2 clusters
  Score: Raw -3025187.971158 + Penalty 5750.396759 = -3019437.574399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52175.640000 sec): 3 clusters
  Score: Raw -3019603.594564 + Penalty 11500.793518 = -3008102.801046
  nChanged 4451
		SP:Iteration 1F (52175.730000 sec): 3 clusters
  Score: Raw -3022410.424724 + Penalty 11500.793518 = -3010909.631206
  nChanged 1037
		SP:Iteration 2F (52175.820000 sec): 3 clusters
  Score: Raw -3023361.461254 + Penalty 11500.793518 = -3011860.667736
  nChanged 889
		SP:Iteration 3F (52175.910000 sec): 3 clusters
  Score: Raw -3024157.715819 + Penalty 11500.793518 = -3012656.922301
  nChanged 750
		SP:Iteration 4F (52175.990000 sec): 3 clusters
  Score: Raw -3024794.433489 + Penalty 11500.793518 = -3013293.639971
  nChanged 636
		SP:Iteration 5F (52176.080000 sec): 3 clusters
  Score: Raw -3025432.479973 + Penalty 11500.793518 = -3013931.686455
  nChanged 616
		SP:Iteration 6F (52176.170000 sec): 3 clusters
  Score: Raw -3026134.302144 + Penalty 11500.793518 = -3014633.508626
  nChanged 563
		SP:Iteration 7Q (52176.260000 sec): 3 clusters
  Score: Raw -3026768.646117 + Penalty 11500.793518 = -3015267.852599
  nChanged 483
		SP:Iteration 8Q (52176.350000 sec): 3 clusters
  Score: Raw -3027236.386904 + Penalty 11500.793518 = -3015735.593386
  nChanged 434
		SP:Iteration 9Q (52176.430000 sec): 3 clusters
  Score: Raw -3027709.983879 + Penalty 11500.793518 = -3016209.190361
  nChanged 451
		SP:Iteration 10Q (52176.510000 sec): 3 clusters
  Score: Raw -3028113.525353 + Penalty 11500.793518 = -3016612.731835
  nChanged 383
		SP:Iteration 11Q (52176.600000 sec): 3 clusters
  Score: Raw -3028396.977272 + Penalty 11500.793518 = -3016896.183754
  nChanged 272
		SP:Iteration 12Q (52176.680000 sec): 3 clusters
  Score: Raw -3028558.917126 + Penalty 11500.793518 = -3017058.123608
  nChanged 200
		SP:Iteration 13Q (52176.760000 sec): 3 clusters
  Score: Raw -3028667.463392 + Penalty 11500.793518 = -3017166.669874
  nChanged 175
		SP:Iteration 14Q (52176.840000 sec): 3 clusters
  Score: Raw -3028752.476769 + Penalty 11500.793518 = -3017251.683251
  nChanged 142
		SP:Iteration 15Q (52176.920000 sec): 3 clusters
  Score: Raw -3028820.414473 + Penalty 11500.793518 = -3017319.620955
  nChanged 128
		SP:Iteration 16Q (52177.010000 sec): 3 clusters
  Score: Raw -3028876.738052 + Penalty 11500.793518 = -3017375.944534
  nChanged 105
		SP:Iteration 17Q (52177.090000 sec): 3 clusters
  Score: Raw -3028916.814717 + Penalty 11500.793518 = -3017416.021198
  nChanged 92
		SP:Iteration 18Q (52177.170000 sec): 3 clusters
  Score: Raw -3028946.900254 + Penalty 11500.793518 = -3017446.106736
  nChanged 62
		SP:Iteration 19Q (52177.250000 sec): 3 clusters
  Score: Raw -3028967.403897 + Penalty 11500.793518 = -3017466.610379
  nChanged 46
		SP:Iteration 20F (52177.340000 sec): 3 clusters
  Score: Raw -3028982.200124 + Penalty 11500.793518 = -3017481.406606
  nChanged 33
		SP:Iteration 21Q (52177.420000 sec): 3 clusters
  Score: Raw -3028991.449985 + Penalty 11500.793518 = -3017490.656467
  nChanged 28
		SP:Iteration 22Q (52177.500000 sec): 3 clusters
  Score: Raw -3028998.501138 + Penalty 11500.793518 = -3017497.707620
  nChanged 24
		SP:Iteration 23Q (52177.580000 sec): 3 clusters
  Score: Raw -3029005.279899 + Penalty 11500.793518 = -3017504.486381
  nChanged 14
		SP:Iteration 24Q (52177.660000 sec): 3 clusters
  Score: Raw -3029009.164214 + Penalty 11500.793518 = -3017508.370696
  nChanged 8
		SP:Iteration 25Q (52177.740000 sec): 3 clusters
  Score: Raw -3029010.606203 + Penalty 11500.793518 = -3017509.812685
  nChanged 4
		SP:Iteration 26Q (52177.820000 sec): 3 clusters
  Score: Raw -3029011.433600 + Penalty 11500.793518 = -3017510.640082
  nChanged 4
		SP:Iteration 27Q (52177.900000 sec): 3 clusters
  Score: Raw -3029012.006379 + Penalty 11500.793518 = -3017511.212861
  nChanged 2
		SP:Iteration 28Q (52177.980000 sec): 3 clusters
  Score: Raw -3029012.580555 + Penalty 11500.793518 = -3017511.787037
  nChanged 2
		SP:Iteration 29Q (52178.060000 sec): 3 clusters
  Score: Raw -3029013.091104 + Penalty 11500.793518 = -3017512.297586
  nChanged 2
		SP:Iteration 30Q (52178.150000 sec): 3 clusters
  Score: Raw -3029013.337848 + Penalty 11500.793518 = -3017512.544330
  nChanged 0
		SP:Iteration 31F (52178.230000 sec): 3 clusters
  Score: Raw -3029013.337848 + Penalty 11500.793518 = -3017512.544330
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52178.360000 sec): 2 clusters
  Score: Raw -4689550.512838 + Penalty 5994.543573 = -4683555.969265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52178.490000 sec): 3 clusters
  Score: Raw -4680418.063316 + Penalty 11989.087145 = -4668428.976171
  nChanged 7020
		SP:Iteration 1F (52178.630000 sec): 3 clusters
  Score: Raw -4684231.229191 + Penalty 11989.087145 = -4672242.142046
  nChanged 1311
		SP:Iteration 2F (52178.760000 sec): 3 clusters
  Score: Raw -4684933.024411 + Penalty 11989.087145 = -4672943.937266
  nChanged 1000
		SP:Iteration 3F (52178.900000 sec): 3 clusters
  Score: Raw -4685553.399788 + Penalty 11989.087145 = -4673564.312642
  nChanged 972
		SP:Iteration 4F (52179.030000 sec): 3 clusters
  Score: Raw -4686319.683830 + Penalty 11989.087145 = -4674330.596685
  nChanged 1057
		SP:Iteration 5F (52179.170000 sec): 3 clusters
  Score: Raw -4687506.320448 + Penalty 11989.087145 = -4675517.233303
  nChanged 1251
		SP:Iteration 6F (52179.300000 sec): 3 clusters
  Score: Raw -4689054.504289 + Penalty 11989.087145 = -4677065.417144
  nChanged 1293
		SP:Iteration 7F (52179.430000 sec): 3 clusters
  Score: Raw -4690352.453186 + Penalty 11989.087145 = -4678363.366041
  nChanged 1121
		SP:Iteration 8F (52179.570000 sec): 3 clusters
  Score: Raw -4691316.291862 + Penalty 11989.087145 = -4679327.204717
  nChanged 815
		SP:Iteration 9Q (52179.700000 sec): 3 clusters
  Score: Raw -4691991.124256 + Penalty 11989.087145 = -4680002.037110
  nChanged 591
		SP:Iteration 10Q (52179.830000 sec): 3 clusters
  Score: Raw -4692512.906234 + Penalty 11989.087145 = -4680523.819089
  nChanged 460
		SP:Iteration 11Q (52179.970000 sec): 3 clusters
  Score: Raw -4692931.734204 + Penalty 11989.087145 = -4680942.647059
  nChanged 354
		SP:Iteration 12Q (52180.090000 sec): 3 clusters
  Score: Raw -4693200.172845 + Penalty 11989.087145 = -4681211.085699
  nChanged 233
		SP:Iteration 13Q (52180.220000 sec): 3 clusters
  Score: Raw -4693380.552611 + Penalty 11989.087145 = -4681391.465466
  nChanged 197
		SP:Iteration 14Q (52180.350000 sec): 3 clusters
  Score: Raw -4693531.857621 + Penalty 11989.087145 = -4681542.770476
  nChanged 152
		SP:Iteration 15Q (52180.470000 sec): 3 clusters
  Score: Raw -4693643.125899 + Penalty 11989.087145 = -4681654.038754
  nChanged 116
		SP:Iteration 16Q (52180.590000 sec): 3 clusters
  Score: Raw -4693711.172247 + Penalty 11989.087145 = -4681722.085102
  nChanged 85
		SP:Iteration 17Q (52180.710000 sec): 3 clusters
  Score: Raw -4693753.619104 + Penalty 11989.087145 = -4681764.531959
  nChanged 53
		SP:Iteration 18Q (52180.830000 sec): 3 clusters
  Score: Raw -4693775.962672 + Penalty 11989.087145 = -4681786.875526
  nChanged 30
		SP:Iteration 19Q (52180.950000 sec): 3 clusters
  Score: Raw -4693789.108358 + Penalty 11989.087145 = -4681800.021212
  nChanged 38
		SP:Iteration 20F (52181.080000 sec): 3 clusters
  Score: Raw -4693805.165995 + Penalty 11989.087145 = -4681816.078850
  nChanged 31
		SP:Iteration 21Q (52181.200000 sec): 3 clusters
  Score: Raw -4693819.731473 + Penalty 11989.087145 = -4681830.644328
  nChanged 31
		SP:Iteration 22Q (52181.320000 sec): 3 clusters
  Score: Raw -4693829.366162 + Penalty 11989.087145 = -4681840.279017
  nChanged 10
		SP:Iteration 23Q (52181.430000 sec): 3 clusters
  Score: Raw -4693833.496151 + Penalty 11989.087145 = -4681844.409006
  nChanged 10
		SP:Iteration 24Q (52181.550000 sec): 3 clusters
  Score: Raw -4693836.790732 + Penalty 11989.087145 = -4681847.703587
  nChanged 7
		SP:Iteration 25Q (52181.670000 sec): 3 clusters
  Score: Raw -4693838.811340 + Penalty 11989.087145 = -4681849.724195
  nChanged 6
		SP:Iteration 26Q (52181.780000 sec): 3 clusters
  Score: Raw -4693841.022969 + Penalty 11989.087145 = -4681851.935824
  nChanged 6
		SP:Iteration 27Q (52181.900000 sec): 3 clusters
  Score: Raw -4693842.590133 + Penalty 11989.087145 = -4681853.502988
  nChanged 7
		SP:Iteration 28Q (52182.010000 sec): 3 clusters
  Score: Raw -4693846.262332 + Penalty 11989.087145 = -4681857.175186
  nChanged 5
		SP:Iteration 29Q (52182.130000 sec): 3 clusters
  Score: Raw -4693847.512957 + Penalty 11989.087145 = -4681858.425811
  nChanged 1
		SP:Iteration 30Q (52182.250000 sec): 3 clusters
  Score: Raw -4693847.825890 + Penalty 11989.087145 = -4681858.738745
  nChanged 2
		SP:Iteration 31Q (52182.360000 sec): 3 clusters
  Score: Raw -4693848.494107 + Penalty 11989.087145 = -4681859.406962
  nChanged 1
		SP:Iteration 32Q (52182.480000 sec): 3 clusters
  Score: Raw -4693848.954032 + Penalty 11989.087145 = -4681859.866887
  nChanged 0
		SP:Iteration 33F (52182.610000 sec): 3 clusters
  Score: Raw -4693848.954032 + Penalty 11989.087145 = -4681859.866887
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52182.770000 sec): 2 clusters
  Score: Raw -6391012.459816 + Penalty 6174.590485 = -6384837.869331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52182.960000 sec): 3 clusters
  Score: Raw -6378225.147961 + Penalty 12349.180971 = -6365875.966991
  nChanged 9830
		SP:Iteration 1F (52183.140000 sec): 3 clusters
  Score: Raw -6383374.763368 + Penalty 12349.180971 = -6371025.582397
  nChanged 1532
		SP:Iteration 2F (52183.320000 sec): 3 clusters
  Score: Raw -6384059.669147 + Penalty 12349.180971 = -6371710.488177
  nChanged 1166
		SP:Iteration 3Q (52183.500000 sec): 3 clusters
  Score: Raw -6384550.930329 + Penalty 12349.180971 = -6372201.749359
  nChanged 939
		SP:Iteration 4Q (52183.690000 sec): 3 clusters
  Score: Raw -6384917.996762 + Penalty 12349.180971 = -6372568.815792
  nChanged 739
		SP:Iteration 5Q (52183.870000 sec): 3 clusters
  Score: Raw -6385181.547371 + Penalty 12349.180971 = -6372832.366400
  nChanged 679
		SP:Iteration 6Q (52184.050000 sec): 3 clusters
  Score: Raw -6385417.253998 + Penalty 12349.180971 = -6373068.073027
  nChanged 588
		SP:Iteration 7Q (52184.230000 sec): 3 clusters
  Score: Raw -6385607.697711 + Penalty 12349.180971 = -6373258.516741
  nChanged 536
		SP:Iteration 8Q (52184.410000 sec): 3 clusters
  Score: Raw -6385796.571372 + Penalty 12349.180971 = -6373447.390401
  nChanged 537
		SP:Iteration 9Q (52184.590000 sec): 3 clusters
  Score: Raw -6385980.142385 + Penalty 12349.180971 = -6373630.961414
  nChanged 547
		SP:Iteration 10Q (52184.780000 sec): 3 clusters
  Score: Raw -6386163.999743 + Penalty 12349.180971 = -6373814.818773
  nChanged 564
		SP:Iteration 11Q (52184.960000 sec): 3 clusters
  Score: Raw -6386382.235834 + Penalty 12349.180971 = -6374033.054864
  nChanged 652
		SP:Iteration 12Q (52185.140000 sec): 3 clusters
  Score: Raw -6386672.607469 + Penalty 12349.180971 = -6374323.426499
  nChanged 736
		SP:Iteration 13Q (52185.320000 sec): 3 clusters
  Score: Raw -6387035.296678 + Penalty 12349.180971 = -6374686.115708
  nChanged 807
		SP:Iteration 14Q (52185.500000 sec): 3 clusters
  Score: Raw -6387457.664561 + Penalty 12349.180971 = -6375108.483590
  nChanged 851
		SP:Iteration 15Q (52185.680000 sec): 3 clusters
  Score: Raw -6387950.536730 + Penalty 12349.180971 = -6375601.355760
  nChanged 909
		SP:Iteration 16Q (52185.870000 sec): 3 clusters
  Score: Raw -6388554.109672 + Penalty 12349.180971 = -6376204.928702
  nChanged 944
		SP:Iteration 17Q (52186.050000 sec): 3 clusters
  Score: Raw -6389257.731682 + Penalty 12349.180971 = -6376908.550711
  nChanged 896
		SP:Iteration 18Q (52186.230000 sec): 3 clusters
  Score: Raw -6389949.388457 + Penalty 12349.180971 = -6377600.207486
  nChanged 763
		SP:Iteration 19Q (52186.410000 sec): 3 clusters
  Score: Raw -6390560.670212 + Penalty 12349.180971 = -6378211.489241
  nChanged 580
		SP:Iteration 20F (52186.590000 sec): 3 clusters
  Score: Raw -6391041.977479 + Penalty 12349.180971 = -6378692.796509
  nChanged 413
		SP:Iteration 21Q (52186.760000 sec): 3 clusters
  Score: Raw -6391396.428608 + Penalty 12349.180971 = -6379047.247637
  nChanged 295
		SP:Iteration 22Q (52186.930000 sec): 3 clusters
  Score: Raw -6391659.114664 + Penalty 12349.180971 = -6379309.933693
  nChanged 207
		SP:Iteration 23Q (52187.090000 sec): 3 clusters
  Score: Raw -6391831.650004 + Penalty 12349.180971 = -6379482.469033
  nChanged 110
		SP:Iteration 24Q (52187.250000 sec): 3 clusters
  Score: Raw -6391922.239183 + Penalty 12349.180971 = -6379573.058213
  nChanged 74
		SP:Iteration 25Q (52187.410000 sec): 3 clusters
  Score: Raw -6391982.666959 + Penalty 12349.180971 = -6379633.485988
  nChanged 57
		SP:Iteration 26Q (52187.560000 sec): 3 clusters
  Score: Raw -6392025.437144 + Penalty 12349.180971 = -6379676.256174
  nChanged 40
		SP:Iteration 27Q (52187.710000 sec): 3 clusters
  Score: Raw -6392057.983500 + Penalty 12349.180971 = -6379708.802529
  nChanged 36
		SP:Iteration 28Q (52187.860000 sec): 3 clusters
  Score: Raw -6392087.253168 + Penalty 12349.180971 = -6379738.072197
  nChanged 27
		SP:Iteration 29Q (52188.010000 sec): 3 clusters
  Score: Raw -6392109.470845 + Penalty 12349.180971 = -6379760.289875
  nChanged 18
		SP:Iteration 30Q (52188.160000 sec): 3 clusters
  Score: Raw -6392125.482429 + Penalty 12349.180971 = -6379776.301458
  nChanged 23
		SP:Iteration 31Q (52188.310000 sec): 3 clusters
  Score: Raw -6392140.313553 + Penalty 12349.180971 = -6379791.132582
  nChanged 16
		SP:Iteration 32Q (52188.460000 sec): 3 clusters
  Score: Raw -6392150.274489 + Penalty 12349.180971 = -6379801.093518
  nChanged 12
		SP:Iteration 33Q (52188.610000 sec): 3 clusters
  Score: Raw -6392159.385439 + Penalty 12349.180971 = -6379810.204469
  nChanged 9
		SP:Iteration 34Q (52188.750000 sec): 3 clusters
  Score: Raw -6392165.136027 + Penalty 12349.180971 = -6379815.955056
  nChanged 0
		SP:Iteration 35F (52188.930000 sec): 3 clusters
  Score: Raw -6392165.136027 + Penalty 12349.180971 = -6379815.955056
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52189.070000 sec): 2 clusters
  Score: Raw -5274947.439242 + Penalty 6073.827545 = -5268873.611697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52189.220000 sec): 3 clusters
  Score: Raw -5264379.930794 + Penalty 12147.655090 = -5252232.275704
  nChanged 8226
		SP:Iteration 1F (52189.380000 sec): 3 clusters
  Score: Raw -5268713.512212 + Penalty 12147.655090 = -5256565.857122
  nChanged 1386
		SP:Iteration 2F (52189.530000 sec): 3 clusters
  Score: Raw -5269379.028360 + Penalty 12147.655090 = -5257231.373270
  nChanged 979
		SP:Iteration 3Q (52189.690000 sec): 3 clusters
  Score: Raw -5269804.938143 + Penalty 12147.655090 = -5257657.283053
  nChanged 747
		SP:Iteration 4Q (52189.840000 sec): 3 clusters
  Score: Raw -5270091.996946 + Penalty 12147.655090 = -5257944.341856
  nChanged 595
		SP:Iteration 5Q (52189.990000 sec): 3 clusters
  Score: Raw -5270323.569877 + Penalty 12147.655090 = -5258175.914787
  nChanged 546
		SP:Iteration 6Q (52190.150000 sec): 3 clusters
  Score: Raw -5270551.641808 + Penalty 12147.655090 = -5258403.986718
  nChanged 524
		SP:Iteration 7Q (52190.310000 sec): 3 clusters
  Score: Raw -5270795.445656 + Penalty 12147.655090 = -5258647.790566
  nChanged 526
		SP:Iteration 8Q (52190.460000 sec): 3 clusters
  Score: Raw -5271010.822733 + Penalty 12147.655090 = -5258863.167643
  nChanged 473
		SP:Iteration 9Q (52190.610000 sec): 3 clusters
  Score: Raw -5271185.067859 + Penalty 12147.655090 = -5259037.412769
  nChanged 437
		SP:Iteration 10Q (52190.770000 sec): 3 clusters
  Score: Raw -5271337.901857 + Penalty 12147.655090 = -5259190.246767
  nChanged 401
		SP:Iteration 11Q (52190.920000 sec): 3 clusters
  Score: Raw -5271465.896075 + Penalty 12147.655090 = -5259318.240985
  nChanged 362
		SP:Iteration 12Q (52191.070000 sec): 3 clusters
  Score: Raw -5271579.286049 + Penalty 12147.655090 = -5259431.630958
  nChanged 334
		SP:Iteration 13Q (52191.230000 sec): 3 clusters
  Score: Raw -5271677.935101 + Penalty 12147.655090 = -5259530.280010
  nChanged 285
		SP:Iteration 14Q (52191.380000 sec): 3 clusters
  Score: Raw -5271762.033308 + Penalty 12147.655090 = -5259614.378218
  nChanged 292
		SP:Iteration 15Q (52191.540000 sec): 3 clusters
  Score: Raw -5271842.447505 + Penalty 12147.655090 = -5259694.792415
  nChanged 268
		SP:Iteration 16Q (52191.690000 sec): 3 clusters
  Score: Raw -5271920.463170 + Penalty 12147.655090 = -5259772.808080
  nChanged 270
		SP:Iteration 17Q (52191.850000 sec): 3 clusters
  Score: Raw -5271997.226384 + Penalty 12147.655090 = -5259849.571293
  nChanged 280
		SP:Iteration 18Q (52192.000000 sec): 3 clusters
  Score: Raw -5272079.440133 + Penalty 12147.655090 = -5259931.785043
  nChanged 302
		SP:Iteration 19Q (52192.150000 sec): 3 clusters
  Score: Raw -5272178.575455 + Penalty 12147.655090 = -5260030.920365
  nChanged 323
		SP:Iteration 20F (52192.310000 sec): 3 clusters
  Score: Raw -5272287.650717 + Penalty 12147.655090 = -5260139.995626
  nChanged 336
		SP:Iteration 21Q (52192.460000 sec): 3 clusters
  Score: Raw -5272406.734158 + Penalty 12147.655090 = -5260259.079068
  nChanged 334
		SP:Iteration 22Q (52192.610000 sec): 3 clusters
  Score: Raw -5272527.120079 + Penalty 12147.655090 = -5260379.464988
  nChanged 346
		SP:Iteration 23Q (52192.770000 sec): 3 clusters
  Score: Raw -5272659.944841 + Penalty 12147.655090 = -5260512.289751
  nChanged 408
		SP:Iteration 24Q (52192.920000 sec): 3 clusters
  Score: Raw -5272824.656605 + Penalty 12147.655090 = -5260677.001514
  nChanged 427
		SP:Iteration 25Q (52193.070000 sec): 3 clusters
  Score: Raw -5273005.572196 + Penalty 12147.655090 = -5260857.917106
  nChanged 488
		SP:Iteration 26Q (52193.230000 sec): 3 clusters
  Score: Raw -5273232.284751 + Penalty 12147.655090 = -5261084.629660
  nChanged 503
		SP:Iteration 27Q (52193.380000 sec): 3 clusters
  Score: Raw -5273468.286162 + Penalty 12147.655090 = -5261320.631072
  nChanged 506
		SP:Iteration 28Q (52193.530000 sec): 3 clusters
  Score: Raw -5273718.430552 + Penalty 12147.655090 = -5261570.775462
  nChanged 547
		SP:Iteration 29Q (52193.690000 sec): 3 clusters
  Score: Raw -5274026.051877 + Penalty 12147.655090 = -5261878.396787
  nChanged 584
		SP:Iteration 30Q (52193.840000 sec): 3 clusters
  Score: Raw -5274367.693302 + Penalty 12147.655090 = -5262220.038212
  nChanged 545
		SP:Iteration 31Q (52193.990000 sec): 3 clusters
  Score: Raw -5274695.363156 + Penalty 12147.655090 = -5262547.708066
  nChanged 505
		SP:Iteration 32Q (52194.140000 sec): 3 clusters
  Score: Raw -5275032.008301 + Penalty 12147.655090 = -5262884.353211
  nChanged 469
		SP:Iteration 33Q (52194.290000 sec): 3 clusters
  Score: Raw -5275340.509116 + Penalty 12147.655090 = -5263192.854026
  nChanged 414
		SP:Iteration 34Q (52194.440000 sec): 3 clusters
  Score: Raw -5275628.002536 + Penalty 12147.655090 = -5263480.347445
  nChanged 356
		SP:Iteration 35Q (52194.590000 sec): 3 clusters
  Score: Raw -5275884.556216 + Penalty 12147.655090 = -5263736.901126
  nChanged 314
		SP:Iteration 36Q (52194.730000 sec): 3 clusters
  Score: Raw -5276112.573558 + Penalty 12147.655090 = -5263964.918468
  nChanged 230
		SP:Iteration 37Q (52194.880000 sec): 3 clusters
  Score: Raw -5276261.871575 + Penalty 12147.655090 = -5264114.216484
  nChanged 170
		SP:Iteration 38Q (52195.020000 sec): 3 clusters
  Score: Raw -5276386.520086 + Penalty 12147.655090 = -5264238.864996
  nChanged 147
		SP:Iteration 39Q (52195.160000 sec): 3 clusters
  Score: Raw -5276486.718357 + Penalty 12147.655090 = -5264339.063266
  nChanged 113
		SP:Iteration 40F (52195.310000 sec): 3 clusters
  Score: Raw -5276567.331976 + Penalty 12147.655090 = -5264419.676886
  nChanged 89
		SP:Iteration 41Q (52195.450000 sec): 3 clusters
  Score: Raw -5276625.567653 + Penalty 12147.655090 = -5264477.912562
  nChanged 61
		SP:Iteration 42Q (52195.580000 sec): 3 clusters
  Score: Raw -5276663.231073 + Penalty 12147.655090 = -5264515.575983
  nChanged 45
		SP:Iteration 43Q (52195.710000 sec): 3 clusters
  Score: Raw -5276690.971460 + Penalty 12147.655090 = -5264543.316370
  nChanged 37
		SP:Iteration 44Q (52195.840000 sec): 3 clusters
  Score: Raw -5276716.659479 + Penalty 12147.655090 = -5264569.004389
  nChanged 36
		SP:Iteration 45Q (52195.970000 sec): 3 clusters
  Score: Raw -5276736.686178 + Penalty 12147.655090 = -5264589.031088
  nChanged 23
		SP:Iteration 46Q (52196.100000 sec): 3 clusters
  Score: Raw -5276750.575192 + Penalty 12147.655090 = -5264602.920101
  nChanged 15
		SP:Iteration 47Q (52196.230000 sec): 3 clusters
  Score: Raw -5276759.565142 + Penalty 12147.655090 = -5264611.910052
  nChanged 20
		SP:Iteration 48Q (52196.360000 sec): 3 clusters
  Score: Raw -5276771.338676 + Penalty 12147.655090 = -5264623.683586
  nChanged 13
		SP:Iteration 49Q (52196.490000 sec): 3 clusters
  Score: Raw -5276781.553128 + Penalty 12147.655090 = -5264633.898038
  nChanged 17
		SP:Iteration 50Q (52196.620000 sec): 3 clusters
  Score: Raw -5276791.010719 + Penalty 12147.655090 = -5264643.355629
  nChanged 9
		SP:Iteration 51Q (52196.750000 sec): 3 clusters
  Score: Raw -5276797.113970 + Penalty 12147.655090 = -5264649.458880
  nChanged 18
		SP:Iteration 52Q (52196.870000 sec): 3 clusters
  Score: Raw -5276808.348325 + Penalty 12147.655090 = -5264660.693234
  nChanged 10
		SP:Iteration 53Q (52197.000000 sec): 3 clusters
  Score: Raw -5276813.444204 + Penalty 12147.655090 = -5264665.789114
  nChanged 8
		SP:Iteration 54Q (52197.130000 sec): 3 clusters
  Score: Raw -5276818.060003 + Penalty 12147.655090 = -5264670.404912
  nChanged 8
		SP:Iteration 55Q (52197.260000 sec): 3 clusters
  Score: Raw -5276825.419654 + Penalty 12147.655090 = -5264677.764564
  nChanged 5
		SP:Iteration 56Q (52197.380000 sec): 3 clusters
  Score: Raw -5276828.027942 + Penalty 12147.655090 = -5264680.372852
  nChanged 2
		SP:Iteration 57Q (52197.510000 sec): 3 clusters
  Score: Raw -5276829.178861 + Penalty 12147.655090 = -5264681.523771
  nChanged 1
		SP:Iteration 58Q (52197.640000 sec): 3 clusters
  Score: Raw -5276829.436452 + Penalty 12147.655090 = -5264681.781362
  nChanged 1
		SP:Iteration 59Q (52197.760000 sec): 3 clusters
  Score: Raw -5276829.999074 + Penalty 12147.655090 = -5264682.343984
  nChanged 0
		SP:Iteration 60F (52197.920000 sec): 3 clusters
  Score: Raw -5276829.999074 + Penalty 12147.655090 = -5264682.343984
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52197.940000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52197.940000 sec): 3 clusters
  Score: Raw -66779.877090 + Penalty 6825.888689 = -59953.988401
  nChanged 3
		SP:Iteration 1Q (52197.940000 sec): 3 clusters
  Score: Raw -66801.584158 + Penalty 6825.888689 = -59975.695468
  nChanged 0
		SP:Iteration 2F (52197.940000 sec): 3 clusters
  Score: Raw -66801.584158 + Penalty 6825.888689 = -59975.695468
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (21670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52198.100000 sec): 2 clusters
  Score: Raw -5740937.044535 + Penalty 6115.006508 = -5734822.038028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52198.260000 sec): 3 clusters
  Score: Raw -5729457.721492 + Penalty 12230.013016 = -5717227.708476
  nChanged 8952
		SP:Iteration 1F (52198.430000 sec): 3 clusters
  Score: Raw -5734209.234500 + Penalty 12230.013016 = -5721979.221484
  nChanged 1457
		SP:Iteration 2F (52198.600000 sec): 3 clusters
  Score: Raw -5734979.231433 + Penalty 12230.013016 = -5722749.218418
  nChanged 1174
		SP:Iteration 3F (52198.760000 sec): 3 clusters
  Score: Raw -5735615.864424 + Penalty 12230.013016 = -5723385.851409
  nChanged 1074
		SP:Iteration 4Q (52198.930000 sec): 3 clusters
  Score: Raw -5736229.382599 + Penalty 12230.013016 = -5723999.369584
  nChanged 997
		SP:Iteration 5Q (52199.100000 sec): 3 clusters
  Score: Raw -5736829.093439 + Penalty 12230.013016 = -5724599.080423
  nChanged 987
		SP:Iteration 6Q (52199.270000 sec): 3 clusters
  Score: Raw -5737422.203701 + Penalty 12230.013016 = -5725192.190685
  nChanged 1008
		SP:Iteration 7Q (52199.430000 sec): 3 clusters
  Score: Raw -5738011.104899 + Penalty 12230.013016 = -5725781.091883
  nChanged 955
		SP:Iteration 8Q (52199.600000 sec): 3 clusters
  Score: Raw -5738537.019320 + Penalty 12230.013016 = -5726307.006304
  nChanged 895
		SP:Iteration 9Q (52199.770000 sec): 3 clusters
  Score: Raw -5739000.749692 + Penalty 12230.013016 = -5726770.736676
  nChanged 732
		SP:Iteration 10Q (52199.930000 sec): 3 clusters
  Score: Raw -5739363.753796 + Penalty 12230.013016 = -5727133.740780
  nChanged 613
		SP:Iteration 11Q (52200.090000 sec): 3 clusters
  Score: Raw -5739606.644575 + Penalty 12230.013016 = -5727376.631559
  nChanged 479
		SP:Iteration 12Q (52200.250000 sec): 3 clusters
  Score: Raw -5739780.557810 + Penalty 12230.013016 = -5727550.544795
  nChanged 405
		SP:Iteration 13Q (52200.420000 sec): 3 clusters
  Score: Raw -5739911.989651 + Penalty 12230.013016 = -5727681.976635
  nChanged 321
		SP:Iteration 14Q (52200.580000 sec): 3 clusters
  Score: Raw -5740013.051345 + Penalty 12230.013016 = -5727783.038329
  nChanged 292
		SP:Iteration 15Q (52200.750000 sec): 3 clusters
  Score: Raw -5740095.761063 + Penalty 12230.013016 = -5727865.748048
  nChanged 235
		SP:Iteration 16Q (52200.910000 sec): 3 clusters
  Score: Raw -5740158.327768 + Penalty 12230.013016 = -5727928.314752
  nChanged 189
		SP:Iteration 17Q (52201.070000 sec): 3 clusters
  Score: Raw -5740206.301205 + Penalty 12230.013016 = -5727976.288189
  nChanged 173
		SP:Iteration 18Q (52201.230000 sec): 3 clusters
  Score: Raw -5740247.839474 + Penalty 12230.013016 = -5728017.826458
  nChanged 126
		SP:Iteration 19Q (52201.400000 sec): 3 clusters
  Score: Raw -5740276.524572 + Penalty 12230.013016 = -5728046.511557
  nChanged 101
		SP:Iteration 20F (52201.570000 sec): 3 clusters
  Score: Raw -5740297.791336 + Penalty 12230.013016 = -5728067.778320
  nChanged 105
		SP:Iteration 21Q (52201.730000 sec): 3 clusters
  Score: Raw -5740319.840085 + Penalty 12230.013016 = -5728089.827069
  nChanged 103
		SP:Iteration 22Q (52201.890000 sec): 3 clusters
  Score: Raw -5740339.217733 + Penalty 12230.013016 = -5728109.204717
  nChanged 79
		SP:Iteration 23Q (52202.050000 sec): 3 clusters
  Score: Raw -5740355.888032 + Penalty 12230.013016 = -5728125.875016
  nChanged 95
		SP:Iteration 24Q (52202.220000 sec): 3 clusters
  Score: Raw -5740376.401663 + Penalty 12230.013016 = -5728146.388648
  nChanged 90
		SP:Iteration 25Q (52202.380000 sec): 3 clusters
  Score: Raw -5740394.953404 + Penalty 12230.013016 = -5728164.940388
  nChanged 78
		SP:Iteration 26Q (52202.540000 sec): 3 clusters
  Score: Raw -5740410.185457 + Penalty 12230.013016 = -5728180.172442
  nChanged 68
		SP:Iteration 27Q (52202.710000 sec): 3 clusters
  Score: Raw -5740422.007229 + Penalty 12230.013016 = -5728191.994214
  nChanged 51
		SP:Iteration 28Q (52202.870000 sec): 3 clusters
  Score: Raw -5740432.060232 + Penalty 12230.013016 = -5728202.047216
  nChanged 45
		SP:Iteration 29Q (52203.030000 sec): 3 clusters
  Score: Raw -5740440.200276 + Penalty 12230.013016 = -5728210.187260
  nChanged 45
		SP:Iteration 30Q (52203.190000 sec): 3 clusters
  Score: Raw -5740447.146152 + Penalty 12230.013016 = -5728217.133136
  nChanged 38
		SP:Iteration 31Q (52203.360000 sec): 3 clusters
  Score: Raw -5740453.064255 + Penalty 12230.013016 = -5728223.051239
  nChanged 38
		SP:Iteration 32Q (52203.520000 sec): 3 clusters
  Score: Raw -5740458.790298 + Penalty 12230.013016 = -5728228.777283
  nChanged 32
		SP:Iteration 33Q (52203.680000 sec): 3 clusters
  Score: Raw -5740463.372850 + Penalty 12230.013016 = -5728233.359835
  nChanged 18
		SP:Iteration 34Q (52203.850000 sec): 3 clusters
  Score: Raw -5740466.230627 + Penalty 12230.013016 = -5728236.217611
  nChanged 20
		SP:Iteration 35Q (52204.010000 sec): 3 clusters
  Score: Raw -5740469.462941 + Penalty 12230.013016 = -5728239.449925
  nChanged 22
		SP:Iteration 36Q (52204.180000 sec): 3 clusters
  Score: Raw -5740473.152793 + Penalty 12230.013016 = -5728243.139778
  nChanged 24
		SP:Iteration 37Q (52204.340000 sec): 3 clusters
  Score: Raw -5740476.946288 + Penalty 12230.013016 = -5728246.933272
  nChanged 19
		SP:Iteration 38Q (52204.500000 sec): 3 clusters
  Score: Raw -5740479.871149 + Penalty 12230.013016 = -5728249.858133
  nChanged 15
		SP:Iteration 39Q (52204.670000 sec): 3 clusters
  Score: Raw -5740481.958637 + Penalty 12230.013016 = -5728251.945621
  nChanged 16
		SP:Iteration 40F (52204.830000 sec): 3 clusters
  Score: Raw -5740484.828708 + Penalty 12230.013016 = -5728254.815692
  nChanged 18
		SP:Iteration 41Q (52204.990000 sec): 3 clusters
  Score: Raw -5740488.070260 + Penalty 12230.013016 = -5728258.057244
  nChanged 14
		SP:Iteration 42Q (52205.160000 sec): 3 clusters
  Score: Raw -5740490.067183 + Penalty 12230.013016 = -5728260.054167
  nChanged 15
		SP:Iteration 43Q (52205.320000 sec): 3 clusters
  Score: Raw -5740492.136079 + Penalty 12230.013016 = -5728262.123064
  nChanged 15
		SP:Iteration 44Q (52205.480000 sec): 3 clusters
  Score: Raw -5740494.508209 + Penalty 12230.013016 = -5728264.495193
  nChanged 21
		SP:Iteration 45Q (52205.640000 sec): 3 clusters
  Score: Raw -5740497.678688 + Penalty 12230.013016 = -5728267.665672
  nChanged 21
		SP:Iteration 46Q (52205.810000 sec): 3 clusters
  Score: Raw -5740500.785412 + Penalty 12230.013016 = -5728270.772396
  nChanged 14
		SP:Iteration 47Q (52205.970000 sec): 3 clusters
  Score: Raw -5740502.887380 + Penalty 12230.013016 = -5728272.874364
  nChanged 18
		SP:Iteration 48Q (52206.130000 sec): 3 clusters
  Score: Raw -5740506.019544 + Penalty 12230.013016 = -5728276.006528
  nChanged 15
		SP:Iteration 49Q (52206.290000 sec): 3 clusters
  Score: Raw -5740508.564568 + Penalty 12230.013016 = -5728278.551553
  nChanged 11
		SP:Iteration 50Q (52206.450000 sec): 3 clusters
  Score: Raw -5740510.210181 + Penalty 12230.013016 = -5728280.197165
  nChanged 11
		SP:Iteration 51Q (52206.620000 sec): 3 clusters
  Score: Raw -5740511.809767 + Penalty 12230.013016 = -5728281.796751
  nChanged 17
		SP:Iteration 52Q (52206.780000 sec): 3 clusters
  Score: Raw -5740514.431556 + Penalty 12230.013016 = -5728284.418541
  nChanged 10
		SP:Iteration 53Q (52206.940000 sec): 3 clusters
  Score: Raw -5740515.560570 + Penalty 12230.013016 = -5728285.547554
  nChanged 8
		SP:Iteration 54Q (52207.100000 sec): 3 clusters
  Score: Raw -5740516.460669 + Penalty 12230.013016 = -5728286.447653
  nChanged 5
		SP:Iteration 55Q (52207.270000 sec): 3 clusters
  Score: Raw -5740516.999960 + Penalty 12230.013016 = -5728286.986944
  nChanged 3
		SP:Iteration 56Q (52207.430000 sec): 3 clusters
  Score: Raw -5740517.246296 + Penalty 12230.013016 = -5728287.233280
  nChanged 1
		SP:Iteration 57Q (52207.590000 sec): 3 clusters
  Score: Raw -5740517.355847 + Penalty 12230.013016 = -5728287.342832
  nChanged 0
		SP:Iteration 58F (52207.750000 sec): 3 clusters
  Score: Raw -5740517.355847 + Penalty 12230.013016 = -5728287.342832
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (432517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52210.530000 sec): 2 clusters
  Score: Raw -114596840.482656 + Penalty 7948.643358 = -114588891.839298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52213.850000 sec): 3 clusters
  Score: Raw -114314532.413571 + Penalty 15897.286716 = -114298635.126855
  nChanged 207081
		SP:Iteration 1F (52217.180000 sec): 3 clusters
  Score: Raw -114435321.583687 + Penalty 15897.286716 = -114419424.296971
  nChanged 10238
		SP:Iteration 2Q (52220.570000 sec): 3 clusters
  Score: Raw -114437069.255394 + Penalty 15897.286716 = -114421171.968678
  nChanged 10665
		SP:Iteration 3Q (52223.920000 sec): 3 clusters
  Score: Raw -114439229.890990 + Penalty 15897.286716 = -114423332.604274
  nChanged 12338
		SP:Iteration 4Q (52227.270000 sec): 3 clusters
  Score: Raw -114442419.233814 + Penalty 15897.286716 = -114426521.947098
  nChanged 15683
		SP:Iteration 5Q (52230.630000 sec): 3 clusters
  Score: Raw -114448058.647064 + Penalty 15897.286716 = -114432161.360348
  nChanged 22377
		SP:Iteration 6F (52233.950000 sec): 3 clusters
  Score: Raw -114459225.393722 + Penalty 15897.286716 = -114443328.107006
  nChanged 31572
		SP:Iteration 7F (52237.290000 sec): 3 clusters
  Score: Raw -114480612.294496 + Penalty 15897.286716 = -114464715.007780
  nChanged 40194
		SP:Iteration 8F (52240.640000 sec): 3 clusters
  Score: Raw -114515761.425362 + Penalty 15897.286716 = -114499864.138646
  nChanged 40282
		SP:Iteration 9F (52243.970000 sec): 3 clusters
  Score: Raw -114556445.002182 + Penalty 15897.286716 = -114540547.715466
  nChanged 26770
		SP:Iteration 10F (52247.290000 sec): 3 clusters
  Score: Raw -114583729.397813 + Penalty 15897.286716 = -114567832.111097
  nChanged 10594
		SP:Iteration 11Q (52250.290000 sec): 3 clusters
  Score: Raw -114593785.856882 + Penalty 15897.286716 = -114577888.570166
  nChanged 2771
		SP:Iteration 12Q (52252.870000 sec): 3 clusters
  Score: Raw -114596374.389676 + Penalty 15897.286716 = -114580477.102960
  nChanged 689
		SP:Iteration 13Q (52255.210000 sec): 3 clusters
  Score: Raw -114597102.011645 + Penalty 15897.286716 = -114581204.724929
  nChanged 235
		SP:Iteration 14Q (52257.460000 sec): 3 clusters
  Score: Raw -114597403.120734 + Penalty 15897.286716 = -114581505.834018
  nChanged 111
		SP:Iteration 15Q (52259.680000 sec): 3 clusters
  Score: Raw -114597548.267984 + Penalty 15897.286716 = -114581650.981268
  nChanged 40
		SP:Iteration 16Q (52261.900000 sec): 3 clusters
  Score: Raw -114597600.792967 + Penalty 15897.286716 = -114581703.506251
  nChanged 36
		SP:Iteration 17Q (52264.100000 sec): 3 clusters
  Score: Raw -114597650.469535 + Penalty 15897.286716 = -114581753.182819
  nChanged 26
		SP:Iteration 18Q (52266.290000 sec): 3 clusters
  Score: Raw -114597683.185431 + Penalty 15897.286716 = -114581785.898715
  nChanged 16
		SP:Iteration 19Q (52268.490000 sec): 3 clusters
  Score: Raw -114597704.286061 + Penalty 15897.286716 = -114581806.999346
  nChanged 12
		SP:Iteration 20F (52271.770000 sec): 3 clusters
  Score: Raw -114597719.132663 + Penalty 15897.286716 = -114581821.845947
  nChanged 9
		SP:Iteration 21Q (52273.980000 sec): 3 clusters
  Score: Raw -114597730.866709 + Penalty 15897.286716 = -114581833.579994
  nChanged 8
		SP:Iteration 22Q (52276.190000 sec): 3 clusters
  Score: Raw -114597740.913569 + Penalty 15897.286716 = -114581843.626853
  nChanged 2
		SP:Iteration 23Q (52278.410000 sec): 3 clusters
  Score: Raw -114597743.235731 + Penalty 15897.286716 = -114581845.949015
  nChanged 3
		SP:Iteration 24Q (52280.640000 sec): 3 clusters
  Score: Raw -114597745.617497 + Penalty 15897.286716 = -114581848.330781
  nChanged 0
		SP:Iteration 25F (52283.950000 sec): 3 clusters
  Score: Raw -114597745.617497 + Penalty 15897.286716 = -114581848.330781
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52284.630000 sec): 2 clusters
  Score: Raw -16140469.161851 + Penalty 6745.951164 = -16133723.210687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52285.090000 sec): 3 clusters
  Score: Raw -16104757.355292 + Penalty 13491.902328 = -16091265.452963
  nChanged 26833
		SP:Iteration 1F (52285.560000 sec): 3 clusters
  Score: Raw -16119281.189108 + Penalty 13491.902328 = -16105789.286780
  nChanged 3116
		SP:Iteration 2F (52286.020000 sec): 3 clusters
  Score: Raw -16120431.981291 + Penalty 13491.902328 = -16106940.078963
  nChanged 2777
		SP:Iteration 3Q (52286.480000 sec): 3 clusters
  Score: Raw -16121437.416676 + Penalty 13491.902328 = -16107945.514347
  nChanged 2554
		SP:Iteration 4Q (52286.950000 sec): 3 clusters
  Score: Raw -16122418.436057 + Penalty 13491.902328 = -16108926.533729
  nChanged 2453
		SP:Iteration 5Q (52287.420000 sec): 3 clusters
  Score: Raw -16123376.736787 + Penalty 13491.902328 = -16109884.834459
  nChanged 2430
		SP:Iteration 6Q (52287.880000 sec): 3 clusters
  Score: Raw -16124379.205667 + Penalty 13491.902328 = -16110887.303339
  nChanged 2547
		SP:Iteration 7Q (52288.350000 sec): 3 clusters
  Score: Raw -16125509.208986 + Penalty 13491.902328 = -16112017.306657
  nChanged 2782
		SP:Iteration 8Q (52288.820000 sec): 3 clusters
  Score: Raw -16126929.317522 + Penalty 13491.902328 = -16113437.415194
  nChanged 2976
		SP:Iteration 9Q (52289.280000 sec): 3 clusters
  Score: Raw -16128702.784841 + Penalty 13491.902328 = -16115210.882513
  nChanged 3302
		SP:Iteration 10F (52289.750000 sec): 3 clusters
  Score: Raw -16130954.833644 + Penalty 13491.902328 = -16117462.931316
  nChanged 3418
		SP:Iteration 11F (52290.210000 sec): 3 clusters
  Score: Raw -16133615.187572 + Penalty 13491.902328 = -16120123.285244
  nChanged 3022
		SP:Iteration 12Q (52290.670000 sec): 3 clusters
  Score: Raw -16136107.289460 + Penalty 13491.902328 = -16122615.387132
  nChanged 2328
		SP:Iteration 13Q (52291.120000 sec): 3 clusters
  Score: Raw -16138163.626870 + Penalty 13491.902328 = -16124671.724542
  nChanged 1587
		SP:Iteration 14Q (52291.540000 sec): 3 clusters
  Score: Raw -16139567.996446 + Penalty 13491.902328 = -16126076.094118
  nChanged 1056
		SP:Iteration 15Q (52291.940000 sec): 3 clusters
  Score: Raw -16140469.021491 + Penalty 13491.902328 = -16126977.119162
  nChanged 757
		SP:Iteration 16Q (52292.310000 sec): 3 clusters
  Score: Raw -16141045.854897 + Penalty 13491.902328 = -16127553.952568
  nChanged 505
		SP:Iteration 17Q (52292.680000 sec): 3 clusters
  Score: Raw -16141378.336258 + Penalty 13491.902328 = -16127886.433930
  nChanged 367
		SP:Iteration 18Q (52293.030000 sec): 3 clusters
  Score: Raw -16141589.525612 + Penalty 13491.902328 = -16128097.623284
  nChanged 258
		SP:Iteration 19Q (52293.380000 sec): 3 clusters
  Score: Raw -16141717.107138 + Penalty 13491.902328 = -16128225.204810
  nChanged 190
		SP:Iteration 20F (52293.840000 sec): 3 clusters
  Score: Raw -16141815.689263 + Penalty 13491.902328 = -16128323.786935
  nChanged 167
		SP:Iteration 21Q (52294.180000 sec): 3 clusters
  Score: Raw -16141898.195746 + Penalty 13491.902328 = -16128406.293417
  nChanged 151
		SP:Iteration 22Q (52294.520000 sec): 3 clusters
  Score: Raw -16141972.832661 + Penalty 13491.902328 = -16128480.930332
  nChanged 127
		SP:Iteration 23Q (52294.860000 sec): 3 clusters
  Score: Raw -16142031.223760 + Penalty 13491.902328 = -16128539.321432
  nChanged 114
		SP:Iteration 24Q (52295.200000 sec): 3 clusters
  Score: Raw -16142074.632531 + Penalty 13491.902328 = -16128582.730203
  nChanged 78
		SP:Iteration 25Q (52295.530000 sec): 3 clusters
  Score: Raw -16142107.917858 + Penalty 13491.902328 = -16128616.015530
  nChanged 69
		SP:Iteration 26Q (52295.870000 sec): 3 clusters
  Score: Raw -16142134.071648 + Penalty 13491.902328 = -16128642.169319
  nChanged 59
		SP:Iteration 27Q (52296.200000 sec): 3 clusters
  Score: Raw -16142154.775781 + Penalty 13491.902328 = -16128662.873453
  nChanged 46
		SP:Iteration 28Q (52296.540000 sec): 3 clusters
  Score: Raw -16142169.603083 + Penalty 13491.902328 = -16128677.700755
  nChanged 37
		SP:Iteration 29Q (52296.870000 sec): 3 clusters
  Score: Raw -16142183.438265 + Penalty 13491.902328 = -16128691.535937
  nChanged 37
		SP:Iteration 30Q (52297.210000 sec): 3 clusters
  Score: Raw -16142196.499153 + Penalty 13491.902328 = -16128704.596825
  nChanged 33
		SP:Iteration 31Q (52297.540000 sec): 3 clusters
  Score: Raw -16142208.448818 + Penalty 13491.902328 = -16128716.546489
  nChanged 35
		SP:Iteration 32Q (52297.870000 sec): 3 clusters
  Score: Raw -16142222.114823 + Penalty 13491.902328 = -16128730.212495
  nChanged 22
		SP:Iteration 33Q (52298.200000 sec): 3 clusters
  Score: Raw -16142229.518190 + Penalty 13491.902328 = -16128737.615862
  nChanged 19
		SP:Iteration 34Q (52298.530000 sec): 3 clusters
  Score: Raw -16142235.990067 + Penalty 13491.902328 = -16128744.087739
  nChanged 15
		SP:Iteration 35Q (52298.870000 sec): 3 clusters
  Score: Raw -16142240.840237 + Penalty 13491.902328 = -16128748.937909
  nChanged 14
		SP:Iteration 36Q (52299.200000 sec): 3 clusters
  Score: Raw -16142244.874188 + Penalty 13491.902328 = -16128752.971860
  nChanged 16
		SP:Iteration 37Q (52299.530000 sec): 3 clusters
  Score: Raw -16142249.353756 + Penalty 13491.902328 = -16128757.451428
  nChanged 10
		SP:Iteration 38Q (52299.860000 sec): 3 clusters
  Score: Raw -16142252.303596 + Penalty 13491.902328 = -16128760.401267
  nChanged 10
		SP:Iteration 39Q (52300.190000 sec): 3 clusters
  Score: Raw -16142255.337585 + Penalty 13491.902328 = -16128763.435256
  nChanged 8
		SP:Iteration 40F (52300.650000 sec): 3 clusters
  Score: Raw -16142258.452379 + Penalty 13491.902328 = -16128766.550051
  nChanged 6
		SP:Iteration 41Q (52300.990000 sec): 3 clusters
  Score: Raw -16142260.880345 + Penalty 13491.902328 = -16128768.978017
  nChanged 3
		SP:Iteration 42Q (52301.310000 sec): 3 clusters
  Score: Raw -16142261.621668 + Penalty 13491.902328 = -16128769.719340
  nChanged 6
		SP:Iteration 43Q (52301.650000 sec): 3 clusters
  Score: Raw -16142265.063125 + Penalty 13491.902328 = -16128773.160797
  nChanged 11
		SP:Iteration 44Q (52301.980000 sec): 3 clusters
  Score: Raw -16142268.942779 + Penalty 13491.902328 = -16128777.040450
  nChanged 11
		SP:Iteration 45Q (52302.310000 sec): 3 clusters
  Score: Raw -16142273.349012 + Penalty 13491.902328 = -16128781.446684
  nChanged 9
		SP:Iteration 46Q (52302.640000 sec): 3 clusters
  Score: Raw -16142276.012182 + Penalty 13491.902328 = -16128784.109854
  nChanged 7
		SP:Iteration 47Q (52302.970000 sec): 3 clusters
  Score: Raw -16142278.381162 + Penalty 13491.902328 = -16128786.478834
  nChanged 12
		SP:Iteration 48Q (52303.300000 sec): 3 clusters
  Score: Raw -16142284.185305 + Penalty 13491.902328 = -16128792.282977
  nChanged 14
		SP:Iteration 49Q (52303.630000 sec): 3 clusters
  Score: Raw -16142288.292803 + Penalty 13491.902328 = -16128796.390475
  nChanged 9
		SP:Iteration 50Q (52303.970000 sec): 3 clusters
  Score: Raw -16142291.489906 + Penalty 13491.902328 = -16128799.587578
  nChanged 12
		SP:Iteration 51Q (52304.290000 sec): 3 clusters
  Score: Raw -16142296.349054 + Penalty 13491.902328 = -16128804.446725
  nChanged 16
		SP:Iteration 52Q (52304.630000 sec): 3 clusters
  Score: Raw -16142302.274766 + Penalty 13491.902328 = -16128810.372438
  nChanged 11
		SP:Iteration 53Q (52304.960000 sec): 3 clusters
  Score: Raw -16142306.440456 + Penalty 13491.902328 = -16128814.538128
  nChanged 10
		SP:Iteration 54Q (52305.290000 sec): 3 clusters
  Score: Raw -16142310.041288 + Penalty 13491.902328 = -16128818.138960
  nChanged 9
		SP:Iteration 55Q (52305.610000 sec): 3 clusters
  Score: Raw -16142312.826011 + Penalty 13491.902328 = -16128820.923683
  nChanged 2
		SP:Iteration 56Q (52305.950000 sec): 3 clusters
  Score: Raw -16142313.626100 + Penalty 13491.902328 = -16128821.723772
  nChanged 0
		SP:Iteration 57F (52306.410000 sec): 3 clusters
  Score: Raw -16142313.626100 + Penalty 13491.902328 = -16128821.723772
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52306.530000 sec): 2 clusters
  Score: Raw -4002235.520608 + Penalty 5904.526156 = -3996330.994451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52306.650000 sec): 3 clusters
  Score: Raw -3994546.531761 + Penalty 11809.052313 = -3982737.479448
  nChanged 6129
		SP:Iteration 1F (52306.770000 sec): 3 clusters
  Score: Raw -3998005.203687 + Penalty 11809.052313 = -3986196.151374
  nChanged 1174
		SP:Iteration 2F (52306.880000 sec): 3 clusters
  Score: Raw -3998703.887549 + Penalty 11809.052313 = -3986894.835236
  nChanged 811
		SP:Iteration 3F (52307.000000 sec): 3 clusters
  Score: Raw -3999258.037704 + Penalty 11809.052313 = -3987448.985391
  nChanged 751
		SP:Iteration 4Q (52307.110000 sec): 3 clusters
  Score: Raw -3999749.421011 + Penalty 11809.052313 = -3987940.368698
  nChanged 736
		SP:Iteration 5Q (52307.230000 sec): 3 clusters
  Score: Raw -4000249.360594 + Penalty 11809.052313 = -3988440.308281
  nChanged 746
		SP:Iteration 6Q (52307.350000 sec): 3 clusters
  Score: Raw -4000788.634915 + Penalty 11809.052313 = -3988979.582602
  nChanged 725
		SP:Iteration 7Q (52307.460000 sec): 3 clusters
  Score: Raw -4001386.849803 + Penalty 11809.052313 = -3989577.797490
  nChanged 772
		SP:Iteration 8F (52307.580000 sec): 3 clusters
  Score: Raw -4002021.780971 + Penalty 11809.052313 = -3990212.728658
  nChanged 708
		SP:Iteration 9Q (52307.690000 sec): 3 clusters
  Score: Raw -4002671.479342 + Penalty 11809.052313 = -3990862.427029
  nChanged 657
		SP:Iteration 10Q (52307.810000 sec): 3 clusters
  Score: Raw -4003257.725706 + Penalty 11809.052313 = -3991448.673393
  nChanged 544
		SP:Iteration 11Q (52307.920000 sec): 3 clusters
  Score: Raw -4003729.596123 + Penalty 11809.052313 = -3991920.543810
  nChanged 466
		SP:Iteration 12Q (52308.030000 sec): 3 clusters
  Score: Raw -4004121.903290 + Penalty 11809.052313 = -3992312.850977
  nChanged 387
		SP:Iteration 13Q (52308.140000 sec): 3 clusters
  Score: Raw -4004422.407238 + Penalty 11809.052313 = -3992613.354925
  nChanged 313
		SP:Iteration 14Q (52308.250000 sec): 3 clusters
  Score: Raw -4004647.510919 + Penalty 11809.052313 = -3992838.458606
  nChanged 231
		SP:Iteration 15Q (52308.350000 sec): 3 clusters
  Score: Raw -4004816.262841 + Penalty 11809.052313 = -3993007.210528
  nChanged 177
		SP:Iteration 16Q (52308.450000 sec): 3 clusters
  Score: Raw -4004929.996742 + Penalty 11809.052313 = -3993120.944429
  nChanged 119
		SP:Iteration 17Q (52308.560000 sec): 3 clusters
  Score: Raw -4005000.444682 + Penalty 11809.052313 = -3993191.392369
  nChanged 82
		SP:Iteration 18Q (52308.660000 sec): 3 clusters
  Score: Raw -4005044.567219 + Penalty 11809.052313 = -3993235.514906
  nChanged 83
		SP:Iteration 19Q (52308.770000 sec): 3 clusters
  Score: Raw -4005089.835230 + Penalty 11809.052313 = -3993280.782917
  nChanged 64
		SP:Iteration 20F (52308.880000 sec): 3 clusters
  Score: Raw -4005117.016237 + Penalty 11809.052313 = -3993307.963924
  nChanged 38
		SP:Iteration 21Q (52308.980000 sec): 3 clusters
  Score: Raw -4005131.473690 + Penalty 11809.052313 = -3993322.421377
  nChanged 30
		SP:Iteration 22Q (52309.090000 sec): 3 clusters
  Score: Raw -4005146.222180 + Penalty 11809.052313 = -3993337.169867
  nChanged 22
		SP:Iteration 23Q (52309.190000 sec): 3 clusters
  Score: Raw -4005155.082782 + Penalty 11809.052313 = -3993346.030469
  nChanged 21
		SP:Iteration 24Q (52309.290000 sec): 3 clusters
  Score: Raw -4005162.155788 + Penalty 11809.052313 = -3993353.103475
  nChanged 19
		SP:Iteration 25Q (52309.390000 sec): 3 clusters
  Score: Raw -4005169.982872 + Penalty 11809.052313 = -3993360.930559
  nChanged 16
		SP:Iteration 26Q (52309.490000 sec): 3 clusters
  Score: Raw -4005176.865153 + Penalty 11809.052313 = -3993367.812840
  nChanged 16
		SP:Iteration 27Q (52309.590000 sec): 3 clusters
  Score: Raw -4005183.923464 + Penalty 11809.052313 = -3993374.871151
  nChanged 14
		SP:Iteration 28Q (52309.690000 sec): 3 clusters
  Score: Raw -4005189.945274 + Penalty 11809.052313 = -3993380.892961
  nChanged 13
		SP:Iteration 29Q (52309.790000 sec): 3 clusters
  Score: Raw -4005195.073281 + Penalty 11809.052313 = -3993386.020968
  nChanged 8
		SP:Iteration 30Q (52309.890000 sec): 3 clusters
  Score: Raw -4005198.878959 + Penalty 11809.052313 = -3993389.826646
  nChanged 7
		SP:Iteration 31Q (52309.990000 sec): 3 clusters
  Score: Raw -4005201.489513 + Penalty 11809.052313 = -3993392.437200
  nChanged 5
		SP:Iteration 32Q (52310.100000 sec): 3 clusters
  Score: Raw -4005203.081132 + Penalty 11809.052313 = -3993394.028819
  nChanged 3
		SP:Iteration 33Q (52310.200000 sec): 3 clusters
  Score: Raw -4005204.619973 + Penalty 11809.052313 = -3993395.567660
  nChanged 2
		SP:Iteration 34Q (52310.300000 sec): 3 clusters
  Score: Raw -4005205.342099 + Penalty 11809.052313 = -3993396.289786
  nChanged 3
		SP:Iteration 35Q (52310.400000 sec): 3 clusters
  Score: Raw -4005206.347239 + Penalty 11809.052313 = -3993397.294926
  nChanged 3
		SP:Iteration 36Q (52310.500000 sec): 3 clusters
  Score: Raw -4005207.843545 + Penalty 11809.052313 = -3993398.791232
  nChanged 2
		SP:Iteration 37Q (52310.600000 sec): 3 clusters
  Score: Raw -4005208.920202 + Penalty 11809.052313 = -3993399.867889
  nChanged 5
		SP:Iteration 38Q (52310.700000 sec): 3 clusters
  Score: Raw -4005210.153962 + Penalty 11809.052313 = -3993401.101649
  nChanged 5
		SP:Iteration 39Q (52310.800000 sec): 3 clusters
  Score: Raw -4005213.412158 + Penalty 11809.052313 = -3993404.359845
  nChanged 2
		SP:Iteration 40F (52310.920000 sec): 3 clusters
  Score: Raw -4005214.133180 + Penalty 11809.052313 = -3993405.080867
  nChanged 1
		SP:Iteration 41Q (52311.020000 sec): 3 clusters
  Score: Raw -4005214.580554 + Penalty 11809.052313 = -3993405.528241
  nChanged 2
		SP:Iteration 42Q (52311.120000 sec): 3 clusters
  Score: Raw -4005215.259907 + Penalty 11809.052313 = -3993406.207594
  nChanged 0
		SP:Iteration 43F (52311.230000 sec): 3 clusters
  Score: Raw -4005215.259907 + Penalty 11809.052313 = -3993406.207594
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52312.740000 sec): 2 clusters
  Score: Raw -57599934.175275 + Penalty 7522.955339 = -57592411.219937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52314.410000 sec): 3 clusters
  Score: Raw -57462818.926574 + Penalty 15045.910677 = -57447773.015896
  nChanged 101484
		SP:Iteration 1F (52316.090000 sec): 3 clusters
  Score: Raw -57521113.485101 + Penalty 15045.910677 = -57506067.574423
  nChanged 7809
		SP:Iteration 2Q (52317.770000 sec): 3 clusters
  Score: Raw -57523359.460998 + Penalty 15045.910677 = -57508313.550321
  nChanged 8464
		SP:Iteration 3Q (52319.450000 sec): 3 clusters
  Score: Raw -57526323.148614 + Penalty 15045.910677 = -57511277.237937
  nChanged 9860
		SP:Iteration 4Q (52321.130000 sec): 3 clusters
  Score: Raw -57530736.663303 + Penalty 15045.910677 = -57515690.752626
  nChanged 11971
		SP:Iteration 5F (52322.800000 sec): 3 clusters
  Score: Raw -57537668.292714 + Penalty 15045.910677 = -57522622.382037
  nChanged 14350
		SP:Iteration 6F (52324.460000 sec): 3 clusters
  Score: Raw -57547698.506647 + Penalty 15045.910677 = -57532652.595970
  nChanged 15901
		SP:Iteration 7F (52326.120000 sec): 3 clusters
  Score: Raw -57560318.627096 + Penalty 15045.910677 = -57545272.716419
  nChanged 15447
		SP:Iteration 8F (52327.790000 sec): 3 clusters
  Score: Raw -57573029.944781 + Penalty 15045.910677 = -57557984.034104
  nChanged 12585
		SP:Iteration 9F (52329.460000 sec): 3 clusters
  Score: Raw -57583588.795729 + Penalty 15045.910677 = -57568542.885052
  nChanged 9079
		SP:Iteration 10Q (52331.040000 sec): 3 clusters
  Score: Raw -57591247.291100 + Penalty 15045.910677 = -57576201.380423
  nChanged 5863
		SP:Iteration 11Q (52332.560000 sec): 3 clusters
  Score: Raw -57596274.991672 + Penalty 15045.910677 = -57581229.080994
  nChanged 3458
		SP:Iteration 12Q (52333.960000 sec): 3 clusters
  Score: Raw -57599402.567882 + Penalty 15045.910677 = -57584356.657205
  nChanged 2087
		SP:Iteration 13Q (52335.290000 sec): 3 clusters
  Score: Raw -57601532.511683 + Penalty 15045.910677 = -57586486.601006
  nChanged 1347
		SP:Iteration 14Q (52336.540000 sec): 3 clusters
  Score: Raw -57602876.819834 + Penalty 15045.910677 = -57587830.909157
  nChanged 962
		SP:Iteration 15Q (52337.750000 sec): 3 clusters
  Score: Raw -57603691.775762 + Penalty 15045.910677 = -57588645.865085
  nChanged 717
		SP:Iteration 16Q (52338.940000 sec): 3 clusters
  Score: Raw -57604127.703537 + Penalty 15045.910677 = -57589081.792859
  nChanged 535
		SP:Iteration 17Q (52340.110000 sec): 3 clusters
  Score: Raw -57604352.789690 + Penalty 15045.910677 = -57589306.879013
  nChanged 396
		SP:Iteration 18Q (52341.280000 sec): 3 clusters
  Score: Raw -57604467.856030 + Penalty 15045.910677 = -57589421.945352
  nChanged 254
		SP:Iteration 19Q (52342.450000 sec): 3 clusters
  Score: Raw -57604529.904028 + Penalty 15045.910677 = -57589483.993351
  nChanged 182
		SP:Iteration 20F (52344.110000 sec): 3 clusters
  Score: Raw -57604570.353016 + Penalty 15045.910677 = -57589524.442338
  nChanged 137
		SP:Iteration 21Q (52345.280000 sec): 3 clusters
  Score: Raw -57604598.781719 + Penalty 15045.910677 = -57589552.871041
  nChanged 102
		SP:Iteration 22Q (52346.450000 sec): 3 clusters
  Score: Raw -57604617.717136 + Penalty 15045.910677 = -57589571.806459
  nChanged 80
		SP:Iteration 23Q (52347.620000 sec): 3 clusters
  Score: Raw -57604630.205181 + Penalty 15045.910677 = -57589584.294504
  nChanged 58
		SP:Iteration 24Q (52348.780000 sec): 3 clusters
  Score: Raw -57604638.735759 + Penalty 15045.910677 = -57589592.825082
  nChanged 41
		SP:Iteration 25Q (52349.940000 sec): 3 clusters
  Score: Raw -57604644.505419 + Penalty 15045.910677 = -57589598.594742
  nChanged 30
		SP:Iteration 26Q (52351.110000 sec): 3 clusters
  Score: Raw -57604648.901020 + Penalty 15045.910677 = -57589602.990343
  nChanged 27
		SP:Iteration 27Q (52352.280000 sec): 3 clusters
  Score: Raw -57604652.610222 + Penalty 15045.910677 = -57589606.699545
  nChanged 23
		SP:Iteration 28Q (52353.450000 sec): 3 clusters
  Score: Raw -57604656.182269 + Penalty 15045.910677 = -57589610.271592
  nChanged 21
		SP:Iteration 29Q (52354.610000 sec): 3 clusters
  Score: Raw -57604659.024640 + Penalty 15045.910677 = -57589613.113962
  nChanged 18
		SP:Iteration 30Q (52355.760000 sec): 3 clusters
  Score: Raw -57604661.160196 + Penalty 15045.910677 = -57589615.249519
  nChanged 21
		SP:Iteration 31Q (52356.920000 sec): 3 clusters
  Score: Raw -57604663.683771 + Penalty 15045.910677 = -57589617.773094
  nChanged 11
		SP:Iteration 32Q (52358.080000 sec): 3 clusters
  Score: Raw -57604664.821518 + Penalty 15045.910677 = -57589618.910840
  nChanged 6
		SP:Iteration 33Q (52359.240000 sec): 3 clusters
  Score: Raw -57604665.470296 + Penalty 15045.910677 = -57589619.559619
  nChanged 6
		SP:Iteration 34Q (52360.410000 sec): 3 clusters
  Score: Raw -57604666.136267 + Penalty 15045.910677 = -57589620.225590
  nChanged 2
		SP:Iteration 35Q (52361.570000 sec): 3 clusters
  Score: Raw -57604666.338844 + Penalty 15045.910677 = -57589620.428166
  nChanged 0
		SP:Iteration 36F (52363.240000 sec): 3 clusters
  Score: Raw -57604666.338844 + Penalty 15045.910677 = -57589620.428166
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52363.450000 sec): 2 clusters
  Score: Raw -3135125.856855 + Penalty 5764.734083 = -3129361.122773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52363.540000 sec): 3 clusters
  Score: Raw -3129378.211558 + Penalty 11529.468166 = -3117848.743392
  nChanged 4693
		SP:Iteration 1F (52363.640000 sec): 3 clusters
  Score: Raw -3132496.742565 + Penalty 11529.468166 = -3120967.274399
  nChanged 1029
		SP:Iteration 2F (52363.730000 sec): 3 clusters
  Score: Raw -3133397.830225 + Penalty 11529.468166 = -3121868.362059
  nChanged 841
		SP:Iteration 3F (52363.820000 sec): 3 clusters
  Score: Raw -3134219.197399 + Penalty 11529.468166 = -3122689.729233
  nChanged 809
		SP:Iteration 4F (52363.910000 sec): 3 clusters
  Score: Raw -3135077.667183 + Penalty 11529.468166 = -3123548.199017
  nChanged 744
		SP:Iteration 5F (52364.000000 sec): 3 clusters
  Score: Raw -3135852.812206 + Penalty 11529.468166 = -3124323.344040
  nChanged 622
		SP:Iteration 6F (52364.090000 sec): 3 clusters
  Score: Raw -3136477.153497 + Penalty 11529.468166 = -3124947.685331
  nChanged 560
		SP:Iteration 7Q (52364.180000 sec): 3 clusters
  Score: Raw -3137062.229108 + Penalty 11529.468166 = -3125532.760942
  nChanged 484
		SP:Iteration 8Q (52364.270000 sec): 3 clusters
  Score: Raw -3137515.806687 + Penalty 11529.468166 = -3125986.338521
  nChanged 384
		SP:Iteration 9Q (52364.350000 sec): 3 clusters
  Score: Raw -3137872.535975 + Penalty 11529.468166 = -3126343.067809
  nChanged 335
		SP:Iteration 10Q (52364.440000 sec): 3 clusters
  Score: Raw -3138181.674382 + Penalty 11529.468166 = -3126652.206216
  nChanged 292
		SP:Iteration 11Q (52364.520000 sec): 3 clusters
  Score: Raw -3138411.883299 + Penalty 11529.468166 = -3126882.415133
  nChanged 223
		SP:Iteration 12Q (52364.600000 sec): 3 clusters
  Score: Raw -3138575.489090 + Penalty 11529.468166 = -3127046.020924
  nChanged 167
		SP:Iteration 13Q (52364.680000 sec): 3 clusters
  Score: Raw -3138695.904036 + Penalty 11529.468166 = -3127166.435871
  nChanged 141
		SP:Iteration 14Q (52364.770000 sec): 3 clusters
  Score: Raw -3138799.533385 + Penalty 11529.468166 = -3127270.065219
  nChanged 125
		SP:Iteration 15Q (52364.850000 sec): 3 clusters
  Score: Raw -3138871.482939 + Penalty 11529.468166 = -3127342.014773
  nChanged 109
		SP:Iteration 16Q (52364.930000 sec): 3 clusters
  Score: Raw -3138928.004234 + Penalty 11529.468166 = -3127398.536069
  nChanged 103
		SP:Iteration 17Q (52365.010000 sec): 3 clusters
  Score: Raw -3138976.710909 + Penalty 11529.468166 = -3127447.242743
  nChanged 75
		SP:Iteration 18Q (52365.090000 sec): 3 clusters
  Score: Raw -3139009.822065 + Penalty 11529.468166 = -3127480.353899
  nChanged 64
		SP:Iteration 19Q (52365.170000 sec): 3 clusters
  Score: Raw -3139033.570488 + Penalty 11529.468166 = -3127504.102322
  nChanged 47
		SP:Iteration 20F (52365.260000 sec): 3 clusters
  Score: Raw -3139048.921720 + Penalty 11529.468166 = -3127519.453554
  nChanged 37
		SP:Iteration 21Q (52365.340000 sec): 3 clusters
  Score: Raw -3139061.482892 + Penalty 11529.468166 = -3127532.014727
  nChanged 34
		SP:Iteration 22Q (52365.420000 sec): 3 clusters
  Score: Raw -3139073.091880 + Penalty 11529.468166 = -3127543.623714
  nChanged 39
		SP:Iteration 23Q (52365.500000 sec): 3 clusters
  Score: Raw -3139085.940152 + Penalty 11529.468166 = -3127556.471986
  nChanged 34
		SP:Iteration 24Q (52365.580000 sec): 3 clusters
  Score: Raw -3139095.616123 + Penalty 11529.468166 = -3127566.147957
  nChanged 28
		SP:Iteration 25Q (52365.660000 sec): 3 clusters
  Score: Raw -3139103.583484 + Penalty 11529.468166 = -3127574.115318
  nChanged 24
		SP:Iteration 26Q (52365.740000 sec): 3 clusters
  Score: Raw -3139110.651508 + Penalty 11529.468166 = -3127581.183342
  nChanged 26
		SP:Iteration 27Q (52365.820000 sec): 3 clusters
  Score: Raw -3139118.697023 + Penalty 11529.468166 = -3127589.228857
  nChanged 18
		SP:Iteration 28Q (52365.900000 sec): 3 clusters
  Score: Raw -3139123.790149 + Penalty 11529.468166 = -3127594.321983
  nChanged 20
		SP:Iteration 29Q (52365.980000 sec): 3 clusters
  Score: Raw -3139129.750797 + Penalty 11529.468166 = -3127600.282631
  nChanged 21
		SP:Iteration 30Q (52366.060000 sec): 3 clusters
  Score: Raw -3139134.659301 + Penalty 11529.468166 = -3127605.191135
  nChanged 20
		SP:Iteration 31Q (52366.140000 sec): 3 clusters
  Score: Raw -3139140.270504 + Penalty 11529.468166 = -3127610.802338
  nChanged 15
		SP:Iteration 32Q (52366.220000 sec): 3 clusters
  Score: Raw -3139143.920065 + Penalty 11529.468166 = -3127614.451899
  nChanged 16
		SP:Iteration 33Q (52366.300000 sec): 3 clusters
  Score: Raw -3139149.107417 + Penalty 11529.468166 = -3127619.639251
  nChanged 23
		SP:Iteration 34Q (52366.380000 sec): 3 clusters
  Score: Raw -3139155.861535 + Penalty 11529.468166 = -3127626.393369
  nChanged 19
		SP:Iteration 35Q (52366.460000 sec): 3 clusters
  Score: Raw -3139161.225986 + Penalty 11529.468166 = -3127631.757820
  nChanged 18
		SP:Iteration 36Q (52366.540000 sec): 3 clusters
  Score: Raw -3139164.912453 + Penalty 11529.468166 = -3127635.444287
  nChanged 20
		SP:Iteration 37Q (52366.620000 sec): 3 clusters
  Score: Raw -3139171.176153 + Penalty 11529.468166 = -3127641.707987
  nChanged 24
		SP:Iteration 38Q (52366.700000 sec): 3 clusters
  Score: Raw -3139178.092101 + Penalty 11529.468166 = -3127648.623935
  nChanged 17
		SP:Iteration 39Q (52366.780000 sec): 3 clusters
  Score: Raw -3139183.176756 + Penalty 11529.468166 = -3127653.708590
  nChanged 21
		SP:Iteration 40F (52366.870000 sec): 3 clusters
  Score: Raw -3139190.161836 + Penalty 11529.468166 = -3127660.693670
  nChanged 26
		SP:Iteration 41Q (52366.950000 sec): 3 clusters
  Score: Raw -3139199.120869 + Penalty 11529.468166 = -3127669.652703
  nChanged 26
		SP:Iteration 42Q (52367.030000 sec): 3 clusters
  Score: Raw -3139207.097757 + Penalty 11529.468166 = -3127677.629591
  nChanged 26
		SP:Iteration 43Q (52367.110000 sec): 3 clusters
  Score: Raw -3139213.288986 + Penalty 11529.468166 = -3127683.820820
  nChanged 19
		SP:Iteration 44Q (52367.190000 sec): 3 clusters
  Score: Raw -3139218.600966 + Penalty 11529.468166 = -3127689.132801
  nChanged 28
		SP:Iteration 45Q (52367.270000 sec): 3 clusters
  Score: Raw -3139227.583569 + Penalty 11529.468166 = -3127698.115403
  nChanged 26
		SP:Iteration 46Q (52367.350000 sec): 3 clusters
  Score: Raw -3139234.684167 + Penalty 11529.468166 = -3127705.216001
  nChanged 25
		SP:Iteration 47Q (52367.430000 sec): 3 clusters
  Score: Raw -3139242.932906 + Penalty 11529.468166 = -3127713.464740
  nChanged 24
		SP:Iteration 48Q (52367.510000 sec): 3 clusters
  Score: Raw -3139251.710816 + Penalty 11529.468166 = -3127722.242651
  nChanged 34
		SP:Iteration 49Q (52367.590000 sec): 3 clusters
  Score: Raw -3139263.069023 + Penalty 11529.468166 = -3127733.600857
  nChanged 30
		SP:Iteration 50Q (52367.670000 sec): 3 clusters
  Score: Raw -3139271.887246 + Penalty 11529.468166 = -3127742.419080
  nChanged 35
		SP:Iteration 51Q (52367.750000 sec): 3 clusters
  Score: Raw -3139282.382678 + Penalty 11529.468166 = -3127752.914512
  nChanged 35
		SP:Iteration 52Q (52367.830000 sec): 3 clusters
  Score: Raw -3139294.085228 + Penalty 11529.468166 = -3127764.617062
  nChanged 30
		SP:Iteration 53Q (52367.910000 sec): 3 clusters
  Score: Raw -3139305.032733 + Penalty 11529.468166 = -3127775.564567
  nChanged 31
		SP:Iteration 54Q (52367.990000 sec): 3 clusters
  Score: Raw -3139314.838405 + Penalty 11529.468166 = -3127785.370239
  nChanged 23
		SP:Iteration 55Q (52368.070000 sec): 3 clusters
  Score: Raw -3139322.277786 + Penalty 11529.468166 = -3127792.809620
  nChanged 22
		SP:Iteration 56Q (52368.150000 sec): 3 clusters
  Score: Raw -3139328.426956 + Penalty 11529.468166 = -3127798.958791
  nChanged 24
		SP:Iteration 57Q (52368.230000 sec): 3 clusters
  Score: Raw -3139336.852136 + Penalty 11529.468166 = -3127807.383970
  nChanged 23
		SP:Iteration 58Q (52368.310000 sec): 3 clusters
  Score: Raw -3139344.316065 + Penalty 11529.468166 = -3127814.847899
  nChanged 20
		SP:Iteration 59Q (52368.390000 sec): 3 clusters
  Score: Raw -3139350.155266 + Penalty 11529.468166 = -3127820.687100
  nChanged 14
		SP:Iteration 60F (52368.480000 sec): 3 clusters
  Score: Raw -3139354.818264 + Penalty 11529.468166 = -3127825.350099
  nChanged 11
		SP:Iteration 61Q (52368.560000 sec): 3 clusters
  Score: Raw -3139358.137754 + Penalty 11529.468166 = -3127828.669588
  nChanged 10
		SP:Iteration 62Q (52368.640000 sec): 3 clusters
  Score: Raw -3139361.152231 + Penalty 11529.468166 = -3127831.684065
  nChanged 12
		SP:Iteration 63Q (52368.720000 sec): 3 clusters
  Score: Raw -3139364.347263 + Penalty 11529.468166 = -3127834.879098
  nChanged 12
		SP:Iteration 64Q (52368.800000 sec): 3 clusters
  Score: Raw -3139367.966108 + Penalty 11529.468166 = -3127838.497942
  nChanged 9
		SP:Iteration 65Q (52368.880000 sec): 3 clusters
  Score: Raw -3139370.329697 + Penalty 11529.468166 = -3127840.861531
  nChanged 7
		SP:Iteration 66Q (52368.960000 sec): 3 clusters
  Score: Raw -3139371.915093 + Penalty 11529.468166 = -3127842.446928
  nChanged 2
		SP:Iteration 67Q (52369.040000 sec): 3 clusters
  Score: Raw -3139372.372345 + Penalty 11529.468166 = -3127842.904179
  nChanged 3
		SP:Iteration 68Q (52369.120000 sec): 3 clusters
  Score: Raw -3139372.859076 + Penalty 11529.468166 = -3127843.390910
  nChanged 0
		SP:Iteration 69F (52369.220000 sec): 3 clusters
  Score: Raw -3139372.859076 + Penalty 11529.468166 = -3127843.390910
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (20960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52369.360000 sec): 2 clusters
  Score: Raw -5585440.609507 + Penalty 6094.602322 = -5579346.007185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52369.520000 sec): 3 clusters
  Score: Raw -5574467.736824 + Penalty 12189.204645 = -5562278.532180
  nChanged 8481
		SP:Iteration 1F (52369.680000 sec): 3 clusters
  Score: Raw -5579098.969190 + Penalty 12189.204645 = -5566909.764545
  nChanged 1522
		SP:Iteration 2F (52369.840000 sec): 3 clusters
  Score: Raw -5580050.356739 + Penalty 12189.204645 = -5567861.152095
  nChanged 1360
		SP:Iteration 3F (52370.000000 sec): 3 clusters
  Score: Raw -5581147.235706 + Penalty 12189.204645 = -5568958.031061
  nChanged 1505
		SP:Iteration 4F (52370.160000 sec): 3 clusters
  Score: Raw -5582646.456763 + Penalty 12189.204645 = -5570457.252118
  nChanged 1666
		SP:Iteration 5F (52370.320000 sec): 3 clusters
  Score: Raw -5584389.292768 + Penalty 12189.204645 = -5572200.088123
  nChanged 1583
		SP:Iteration 6F (52370.470000 sec): 3 clusters
  Score: Raw -5585921.292306 + Penalty 12189.204645 = -5573732.087661
  nChanged 1329
		SP:Iteration 7F (52370.630000 sec): 3 clusters
  Score: Raw -5586939.390800 + Penalty 12189.204645 = -5574750.186156
  nChanged 971
		SP:Iteration 8Q (52370.790000 sec): 3 clusters
  Score: Raw -5587466.522179 + Penalty 12189.204645 = -5575277.317534
  nChanged 594
		SP:Iteration 9Q (52370.940000 sec): 3 clusters
  Score: Raw -5587700.751990 + Penalty 12189.204645 = -5575511.547346
  nChanged 343
		SP:Iteration 10Q (52371.100000 sec): 3 clusters
  Score: Raw -5587810.810941 + Penalty 12189.204645 = -5575621.606296
  nChanged 226
		SP:Iteration 11Q (52371.250000 sec): 3 clusters
  Score: Raw -5587876.611837 + Penalty 12189.204645 = -5575687.407193
  nChanged 177
		SP:Iteration 12Q (52371.410000 sec): 3 clusters
  Score: Raw -5587923.494282 + Penalty 12189.204645 = -5575734.289638
  nChanged 141
		SP:Iteration 13Q (52371.560000 sec): 3 clusters
  Score: Raw -5587961.963184 + Penalty 12189.204645 = -5575772.758540
  nChanged 126
		SP:Iteration 14Q (52371.720000 sec): 3 clusters
  Score: Raw -5587995.824278 + Penalty 12189.204645 = -5575806.619634
  nChanged 117
		SP:Iteration 15Q (52371.870000 sec): 3 clusters
  Score: Raw -5588023.049806 + Penalty 12189.204645 = -5575833.845162
  nChanged 95
		SP:Iteration 16Q (52372.020000 sec): 3 clusters
  Score: Raw -5588042.211251 + Penalty 12189.204645 = -5575853.006607
  nChanged 74
		SP:Iteration 17Q (52372.180000 sec): 3 clusters
  Score: Raw -5588056.933846 + Penalty 12189.204645 = -5575867.729202
  nChanged 70
		SP:Iteration 18Q (52372.330000 sec): 3 clusters
  Score: Raw -5588071.455729 + Penalty 12189.204645 = -5575882.251085
  nChanged 65
		SP:Iteration 19Q (52372.490000 sec): 3 clusters
  Score: Raw -5588084.929247 + Penalty 12189.204645 = -5575895.724602
  nChanged 57
		SP:Iteration 20F (52372.640000 sec): 3 clusters
  Score: Raw -5588095.514385 + Penalty 12189.204645 = -5575906.309741
  nChanged 49
		SP:Iteration 21Q (52372.800000 sec): 3 clusters
  Score: Raw -5588103.529800 + Penalty 12189.204645 = -5575914.325155
  nChanged 37
		SP:Iteration 22Q (52372.950000 sec): 3 clusters
  Score: Raw -5588109.719270 + Penalty 12189.204645 = -5575920.514625
  nChanged 31
		SP:Iteration 23Q (52373.100000 sec): 3 clusters
  Score: Raw -5588114.825829 + Penalty 12189.204645 = -5575925.621185
  nChanged 28
		SP:Iteration 24Q (52373.260000 sec): 3 clusters
  Score: Raw -5588119.319158 + Penalty 12189.204645 = -5575930.114514
  nChanged 20
		SP:Iteration 25Q (52373.410000 sec): 3 clusters
  Score: Raw -5588122.800697 + Penalty 12189.204645 = -5575933.596052
  nChanged 26
		SP:Iteration 26Q (52373.560000 sec): 3 clusters
  Score: Raw -5588127.147018 + Penalty 12189.204645 = -5575937.942373
  nChanged 23
		SP:Iteration 27Q (52373.720000 sec): 3 clusters
  Score: Raw -5588130.767863 + Penalty 12189.204645 = -5575941.563219
  nChanged 19
		SP:Iteration 28Q (52373.870000 sec): 3 clusters
  Score: Raw -5588134.095359 + Penalty 12189.204645 = -5575944.890715
  nChanged 19
		SP:Iteration 29Q (52374.020000 sec): 3 clusters
  Score: Raw -5588137.710655 + Penalty 12189.204645 = -5575948.506011
  nChanged 21
		SP:Iteration 30Q (52374.180000 sec): 3 clusters
  Score: Raw -5588141.014482 + Penalty 12189.204645 = -5575951.809838
  nChanged 21
		SP:Iteration 31Q (52374.330000 sec): 3 clusters
  Score: Raw -5588144.226849 + Penalty 12189.204645 = -5575955.022204
  nChanged 15
		SP:Iteration 32Q (52374.480000 sec): 3 clusters
  Score: Raw -5588146.605067 + Penalty 12189.204645 = -5575957.400422
  nChanged 18
		SP:Iteration 33Q (52374.640000 sec): 3 clusters
  Score: Raw -5588149.158918 + Penalty 12189.204645 = -5575959.954273
  nChanged 17
		SP:Iteration 34Q (52374.790000 sec): 3 clusters
  Score: Raw -5588152.153878 + Penalty 12189.204645 = -5575962.949233
  nChanged 23
		SP:Iteration 35Q (52374.940000 sec): 3 clusters
  Score: Raw -5588155.352260 + Penalty 12189.204645 = -5575966.147615
  nChanged 16
		SP:Iteration 36Q (52375.100000 sec): 3 clusters
  Score: Raw -5588158.139480 + Penalty 12189.204645 = -5575968.934836
  nChanged 16
		SP:Iteration 37Q (52375.250000 sec): 3 clusters
  Score: Raw -5588160.262289 + Penalty 12189.204645 = -5575971.057645
  nChanged 14
		SP:Iteration 38Q (52375.400000 sec): 3 clusters
  Score: Raw -5588161.915929 + Penalty 12189.204645 = -5575972.711285
  nChanged 9
		SP:Iteration 39Q (52375.560000 sec): 3 clusters
  Score: Raw -5588163.252105 + Penalty 12189.204645 = -5575974.047461
  nChanged 6
		SP:Iteration 40F (52375.720000 sec): 3 clusters
  Score: Raw -5588164.067360 + Penalty 12189.204645 = -5575974.862715
  nChanged 6
		SP:Iteration 41Q (52375.870000 sec): 3 clusters
  Score: Raw -5588164.849518 + Penalty 12189.204645 = -5575975.644874
  nChanged 5
		SP:Iteration 42Q (52376.020000 sec): 3 clusters
  Score: Raw -5588165.685113 + Penalty 12189.204645 = -5575976.480469
  nChanged 7
		SP:Iteration 43Q (52376.180000 sec): 3 clusters
  Score: Raw -5588166.662511 + Penalty 12189.204645 = -5575977.457867
  nChanged 5
		SP:Iteration 44Q (52376.330000 sec): 3 clusters
  Score: Raw -5588167.333301 + Penalty 12189.204645 = -5575978.128657
  nChanged 7
		SP:Iteration 45Q (52376.480000 sec): 3 clusters
  Score: Raw -5588168.090917 + Penalty 12189.204645 = -5575978.886272
  nChanged 5
		SP:Iteration 46Q (52376.640000 sec): 3 clusters
  Score: Raw -5588168.798863 + Penalty 12189.204645 = -5575979.594219
  nChanged 3
		SP:Iteration 47Q (52376.790000 sec): 3 clusters
  Score: Raw -5588169.153211 + Penalty 12189.204645 = -5575979.948567
  nChanged 2
		SP:Iteration 48Q (52376.940000 sec): 3 clusters
  Score: Raw -5588169.395279 + Penalty 12189.204645 = -5575980.190634
  nChanged 4
		SP:Iteration 49Q (52377.100000 sec): 3 clusters
  Score: Raw -5588169.907648 + Penalty 12189.204645 = -5575980.703003
  nChanged 3
		SP:Iteration 50Q (52377.250000 sec): 3 clusters
  Score: Raw -5588170.333389 + Penalty 12189.204645 = -5575981.128744
  nChanged 7
		SP:Iteration 51Q (52377.400000 sec): 3 clusters
  Score: Raw -5588171.276055 + Penalty 12189.204645 = -5575982.071410
  nChanged 9
		SP:Iteration 52Q (52377.560000 sec): 3 clusters
  Score: Raw -5588172.617716 + Penalty 12189.204645 = -5575983.413072
  nChanged 10
		SP:Iteration 53Q (52377.710000 sec): 3 clusters
  Score: Raw -5588173.875771 + Penalty 12189.204645 = -5575984.671126
  nChanged 6
		SP:Iteration 54Q (52377.860000 sec): 3 clusters
  Score: Raw -5588174.653048 + Penalty 12189.204645 = -5575985.448404
  nChanged 7
		SP:Iteration 55Q (52378.020000 sec): 3 clusters
  Score: Raw -5588175.628495 + Penalty 12189.204645 = -5575986.423851
  nChanged 5
		SP:Iteration 56Q (52378.170000 sec): 3 clusters
  Score: Raw -5588176.392527 + Penalty 12189.204645 = -5575987.187882
  nChanged 4
		SP:Iteration 57Q (52378.320000 sec): 3 clusters
  Score: Raw -5588176.867502 + Penalty 12189.204645 = -5575987.662857
  nChanged 4
		SP:Iteration 58Q (52378.480000 sec): 3 clusters
  Score: Raw -5588177.403458 + Penalty 12189.204645 = -5575988.198813
  nChanged 4
		SP:Iteration 59Q (52378.630000 sec): 3 clusters
  Score: Raw -5588177.988914 + Penalty 12189.204645 = -5575988.784269
  nChanged 5
		SP:Iteration 60F (52378.780000 sec): 3 clusters
  Score: Raw -5588179.092671 + Penalty 12189.204645 = -5575989.888026
  nChanged 4
		SP:Iteration 61Q (52378.940000 sec): 3 clusters
  Score: Raw -5588179.694777 + Penalty 12189.204645 = -5575990.490132
  nChanged 10
		SP:Iteration 62Q (52379.090000 sec): 3 clusters
  Score: Raw -5588181.184348 + Penalty 12189.204645 = -5575991.979703
  nChanged 7
		SP:Iteration 63Q (52379.240000 sec): 3 clusters
  Score: Raw -5588182.394698 + Penalty 12189.204645 = -5575993.190054
  nChanged 7
		SP:Iteration 64Q (52379.400000 sec): 3 clusters
  Score: Raw -5588183.548453 + Penalty 12189.204645 = -5575994.343808
  nChanged 11
		SP:Iteration 65Q (52379.550000 sec): 3 clusters
  Score: Raw -5588185.066701 + Penalty 12189.204645 = -5575995.862056
  nChanged 10
		SP:Iteration 66Q (52379.700000 sec): 3 clusters
  Score: Raw -5588186.348832 + Penalty 12189.204645 = -5575997.144187
  nChanged 4
		SP:Iteration 67Q (52379.860000 sec): 3 clusters
  Score: Raw -5588186.772143 + Penalty 12189.204645 = -5575997.567498
  nChanged 1
		SP:Iteration 68Q (52380.010000 sec): 3 clusters
  Score: Raw -5588186.864980 + Penalty 12189.204645 = -5575997.660335
  nChanged 2
		SP:Iteration 69Q (52380.160000 sec): 3 clusters
  Score: Raw -5588187.102761 + Penalty 12189.204645 = -5575997.898117
  nChanged 1
		SP:Iteration 70Q (52380.320000 sec): 3 clusters
  Score: Raw -5588187.202595 + Penalty 12189.204645 = -5575997.997951
  nChanged 0
		SP:Iteration 71F (52380.480000 sec): 3 clusters
  Score: Raw -5588187.202595 + Penalty 12189.204645 = -5575997.997951
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52380.530000 sec): 2 clusters
  Score: Raw -1484243.652824 + Penalty 5300.678296 = -1478942.974528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52380.570000 sec): 3 clusters
  Score: Raw -1481966.018186 + Penalty 10601.356592 = -1471364.661594
  nChanged 1884
		SP:Iteration 1F (52380.610000 sec): 3 clusters
  Score: Raw -1483173.488883 + Penalty 10601.356592 = -1472572.132292
  nChanged 434
		SP:Iteration 2F (52380.660000 sec): 3 clusters
  Score: Raw -1483534.603456 + Penalty 10601.356592 = -1472933.246864
  nChanged 266
		SP:Iteration 3Q (52380.700000 sec): 3 clusters
  Score: Raw -1483744.619527 + Penalty 10601.356592 = -1473143.262935
  nChanged 187
		SP:Iteration 4Q (52380.740000 sec): 3 clusters
  Score: Raw -1483886.430897 + Penalty 10601.356592 = -1473285.074305
  nChanged 134
		SP:Iteration 5Q (52380.780000 sec): 3 clusters
  Score: Raw -1483989.189035 + Penalty 10601.356592 = -1473387.832443
  nChanged 108
		SP:Iteration 6Q (52380.820000 sec): 3 clusters
  Score: Raw -1484070.396894 + Penalty 10601.356592 = -1473469.040302
  nChanged 98
		SP:Iteration 7Q (52380.870000 sec): 3 clusters
  Score: Raw -1484140.409067 + Penalty 10601.356592 = -1473539.052475
  nChanged 84
		SP:Iteration 8Q (52380.910000 sec): 3 clusters
  Score: Raw -1484196.871318 + Penalty 10601.356592 = -1473595.514726
  nChanged 81
		SP:Iteration 9Q (52380.950000 sec): 3 clusters
  Score: Raw -1484254.567251 + Penalty 10601.356592 = -1473653.210659
  nChanged 69
		SP:Iteration 10Q (52381.000000 sec): 3 clusters
  Score: Raw -1484304.664310 + Penalty 10601.356592 = -1473703.307718
  nChanged 73
		SP:Iteration 11Q (52381.040000 sec): 3 clusters
  Score: Raw -1484349.409676 + Penalty 10601.356592 = -1473748.053085
  nChanged 47
		SP:Iteration 12Q (52381.080000 sec): 3 clusters
  Score: Raw -1484376.827258 + Penalty 10601.356592 = -1473775.470666
  nChanged 43
		SP:Iteration 13Q (52381.120000 sec): 3 clusters
  Score: Raw -1484406.713733 + Penalty 10601.356592 = -1473805.357141
  nChanged 43
		SP:Iteration 14Q (52381.160000 sec): 3 clusters
  Score: Raw -1484432.110359 + Penalty 10601.356592 = -1473830.753767
  nChanged 33
		SP:Iteration 15Q (52381.200000 sec): 3 clusters
  Score: Raw -1484453.832363 + Penalty 10601.356592 = -1473852.475771
  nChanged 34
		SP:Iteration 16Q (52381.250000 sec): 3 clusters
  Score: Raw -1484474.280815 + Penalty 10601.356592 = -1473872.924224
  nChanged 35
		SP:Iteration 17Q (52381.290000 sec): 3 clusters
  Score: Raw -1484495.389923 + Penalty 10601.356592 = -1473894.033331
  nChanged 31
		SP:Iteration 18Q (52381.330000 sec): 3 clusters
  Score: Raw -1484511.722382 + Penalty 10601.356592 = -1473910.365790
  nChanged 35
		SP:Iteration 19Q (52381.370000 sec): 3 clusters
  Score: Raw -1484532.202640 + Penalty 10601.356592 = -1473930.846048
  nChanged 31
		SP:Iteration 20F (52381.410000 sec): 3 clusters
  Score: Raw -1484548.877179 + Penalty 10601.356592 = -1473947.520587
  nChanged 36
		SP:Iteration 21Q (52381.460000 sec): 3 clusters
  Score: Raw -1484569.004451 + Penalty 10601.356592 = -1473967.647859
  nChanged 25
		SP:Iteration 22Q (52381.500000 sec): 3 clusters
  Score: Raw -1484586.257714 + Penalty 10601.356592 = -1473984.901122
  nChanged 28
		SP:Iteration 23Q (52381.540000 sec): 3 clusters
  Score: Raw -1484601.356277 + Penalty 10601.356592 = -1473999.999685
  nChanged 26
		SP:Iteration 24Q (52381.580000 sec): 3 clusters
  Score: Raw -1484616.068935 + Penalty 10601.356592 = -1474014.712343
  nChanged 22
		SP:Iteration 25Q (52381.620000 sec): 3 clusters
  Score: Raw -1484628.911938 + Penalty 10601.356592 = -1474027.555346
  nChanged 19
		SP:Iteration 26Q (52381.660000 sec): 3 clusters
  Score: Raw -1484641.262341 + Penalty 10601.356592 = -1474039.905749
  nChanged 28
		SP:Iteration 27Q (52381.700000 sec): 3 clusters
  Score: Raw -1484659.993588 + Penalty 10601.356592 = -1474058.636996
  nChanged 34
		SP:Iteration 28Q (52381.740000 sec): 3 clusters
  Score: Raw -1484682.456729 + Penalty 10601.356592 = -1474081.100137
  nChanged 23
		SP:Iteration 29Q (52381.780000 sec): 3 clusters
  Score: Raw -1484700.320262 + Penalty 10601.356592 = -1474098.963670
  nChanged 38
		SP:Iteration 30Q (52381.830000 sec): 3 clusters
  Score: Raw -1484731.413860 + Penalty 10601.356592 = -1474130.057268
  nChanged 45
		SP:Iteration 31Q (52381.870000 sec): 3 clusters
  Score: Raw -1484760.499791 + Penalty 10601.356592 = -1474159.143199
  nChanged 48
		SP:Iteration 32Q (52381.910000 sec): 3 clusters
  Score: Raw -1484790.216330 + Penalty 10601.356592 = -1474188.859738
  nChanged 38
		SP:Iteration 33Q (52381.950000 sec): 3 clusters
  Score: Raw -1484815.134534 + Penalty 10601.356592 = -1474213.777942
  nChanged 52
		SP:Iteration 34Q (52381.990000 sec): 3 clusters
  Score: Raw -1484850.137669 + Penalty 10601.356592 = -1474248.781077
  nChanged 48
		SP:Iteration 35Q (52382.030000 sec): 3 clusters
  Score: Raw -1484889.213725 + Penalty 10601.356592 = -1474287.857133
  nChanged 64
		SP:Iteration 36Q (52382.070000 sec): 3 clusters
  Score: Raw -1484942.414135 + Penalty 10601.356592 = -1474341.057543
  nChanged 83
		SP:Iteration 37Q (52382.120000 sec): 3 clusters
  Score: Raw -1485030.725991 + Penalty 10601.356592 = -1474429.369399
  nChanged 102
		SP:Iteration 38Q (52382.160000 sec): 3 clusters
  Score: Raw -1485137.038598 + Penalty 10601.356592 = -1474535.682007
  nChanged 117
		SP:Iteration 39Q (52382.200000 sec): 3 clusters
  Score: Raw -1485273.604058 + Penalty 10601.356592 = -1474672.247466
  nChanged 123
		SP:Iteration 40F (52382.240000 sec): 3 clusters
  Score: Raw -1485418.445125 + Penalty 10601.356592 = -1474817.088534
  nChanged 142
		SP:Iteration 41Q (52382.280000 sec): 3 clusters
  Score: Raw -1485598.625099 + Penalty 10601.356592 = -1474997.268507
  nChanged 144
		SP:Iteration 42Q (52382.320000 sec): 3 clusters
  Score: Raw -1485780.817776 + Penalty 10601.356592 = -1475179.461184
  nChanged 147
		SP:Iteration 43Q (52382.360000 sec): 3 clusters
  Score: Raw -1485962.991366 + Penalty 10601.356592 = -1475361.634774
  nChanged 134
		SP:Iteration 44Q (52382.390000 sec): 3 clusters
  Score: Raw -1486131.911479 + Penalty 10601.356592 = -1475530.554887
  nChanged 107
		SP:Iteration 45Q (52382.430000 sec): 3 clusters
  Score: Raw -1486269.333750 + Penalty 10601.356592 = -1475667.977158
  nChanged 101
		SP:Iteration 46Q (52382.470000 sec): 3 clusters
  Score: Raw -1486362.973868 + Penalty 10601.356592 = -1475761.617276
  nChanged 79
		SP:Iteration 47Q (52382.500000 sec): 3 clusters
  Score: Raw -1486429.844614 + Penalty 10601.356592 = -1475828.488022
  nChanged 57
		SP:Iteration 48Q (52382.540000 sec): 3 clusters
  Score: Raw -1486478.171143 + Penalty 10601.356592 = -1475876.814551
  nChanged 56
		SP:Iteration 49Q (52382.580000 sec): 3 clusters
  Score: Raw -1486522.233420 + Penalty 10601.356592 = -1475920.876828
  nChanged 40
		SP:Iteration 50Q (52382.610000 sec): 3 clusters
  Score: Raw -1486549.440770 + Penalty 10601.356592 = -1475948.084178
  nChanged 32
		SP:Iteration 51Q (52382.650000 sec): 3 clusters
  Score: Raw -1486568.327921 + Penalty 10601.356592 = -1475966.971330
  nChanged 22
		SP:Iteration 52Q (52382.680000 sec): 3 clusters
  Score: Raw -1486582.444418 + Penalty 10601.356592 = -1475981.087826
  nChanged 9
		SP:Iteration 53Q (52382.720000 sec): 3 clusters
  Score: Raw -1486588.185565 + Penalty 10601.356592 = -1475986.828973
  nChanged 6
		SP:Iteration 54Q (52382.760000 sec): 3 clusters
  Score: Raw -1486592.256780 + Penalty 10601.356592 = -1475990.900189
  nChanged 9
		SP:Iteration 55Q (52382.790000 sec): 3 clusters
  Score: Raw -1486598.540798 + Penalty 10601.356592 = -1475997.184206
  nChanged 10
		SP:Iteration 56Q (52382.820000 sec): 3 clusters
  Score: Raw -1486605.247077 + Penalty 10601.356592 = -1476003.890485
  nChanged 9
		SP:Iteration 57Q (52382.860000 sec): 3 clusters
  Score: Raw -1486612.157763 + Penalty 10601.356592 = -1476010.801171
  nChanged 7
		SP:Iteration 58Q (52382.900000 sec): 3 clusters
  Score: Raw -1486615.406954 + Penalty 10601.356592 = -1476014.050362
  nChanged 9
		SP:Iteration 59Q (52382.930000 sec): 3 clusters
  Score: Raw -1486620.492826 + Penalty 10601.356592 = -1476019.136234
  nChanged 4
		SP:Iteration 60F (52382.980000 sec): 3 clusters
  Score: Raw -1486623.309817 + Penalty 10601.356592 = -1476021.953225
  nChanged 4
		SP:Iteration 61Q (52383.010000 sec): 3 clusters
  Score: Raw -1486627.098774 + Penalty 10601.356592 = -1476025.742182
  nChanged 3
		SP:Iteration 62Q (52383.040000 sec): 3 clusters
  Score: Raw -1486628.344806 + Penalty 10601.356592 = -1476026.988214
  nChanged 3
		SP:Iteration 63Q (52383.080000 sec): 3 clusters
  Score: Raw -1486630.048330 + Penalty 10601.356592 = -1476028.691738
  nChanged 3
		SP:Iteration 64Q (52383.120000 sec): 3 clusters
  Score: Raw -1486631.811513 + Penalty 10601.356592 = -1476030.454922
  nChanged 4
		SP:Iteration 65Q (52383.150000 sec): 3 clusters
  Score: Raw -1486633.436850 + Penalty 10601.356592 = -1476032.080258
  nChanged 2
		SP:Iteration 66Q (52383.190000 sec): 3 clusters
  Score: Raw -1486634.294876 + Penalty 10601.356592 = -1476032.938284
  nChanged 3
		SP:Iteration 67Q (52383.220000 sec): 3 clusters
  Score: Raw -1486636.150783 + Penalty 10601.356592 = -1476034.794191
  nChanged 3
		SP:Iteration 68Q (52383.260000 sec): 3 clusters
  Score: Raw -1486638.152357 + Penalty 10601.356592 = -1476036.795765
  nChanged 4
		SP:Iteration 69Q (52383.300000 sec): 3 clusters
  Score: Raw -1486640.267428 + Penalty 10601.356592 = -1476038.910836
  nChanged 2
		SP:Iteration 70Q (52383.330000 sec): 3 clusters
  Score: Raw -1486641.488962 + Penalty 10601.356592 = -1476040.132371
  nChanged 3
		SP:Iteration 71Q (52383.370000 sec): 3 clusters
  Score: Raw -1486643.212850 + Penalty 10601.356592 = -1476041.856258
  nChanged 1
		SP:Iteration 72Q (52383.400000 sec): 3 clusters
  Score: Raw -1486643.799467 + Penalty 10601.356592 = -1476042.442875
  nChanged 1
		SP:Iteration 73Q (52383.440000 sec): 3 clusters
  Score: Raw -1486644.593409 + Penalty 10601.356592 = -1476043.236817
  nChanged 0
		SP:Iteration 74F (52383.480000 sec): 3 clusters
  Score: Raw -1486644.593409 + Penalty 10601.356592 = -1476043.236817
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52383.500000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52383.510000 sec): 3 clusters
  Score: Raw -406601.945062 + Penalty 8995.697131 = -397606.247932
  nChanged 295
		SP:Iteration 1F (52383.520000 sec): 3 clusters
  Score: Raw -407101.366453 + Penalty 8995.697131 = -398105.669322
  nChanged 96
		SP:Iteration 2F (52383.530000 sec): 3 clusters
  Score: Raw -407388.034086 + Penalty 8995.697131 = -398392.336955
  nChanged 83
		SP:Iteration 3F (52383.540000 sec): 3 clusters
  Score: Raw -407607.597536 + Penalty 8995.697131 = -398611.900405
  nChanged 64
		SP:Iteration 4Q (52383.560000 sec): 3 clusters
  Score: Raw -407762.673600 + Penalty 8995.697131 = -398766.976469
  nChanged 37
		SP:Iteration 5Q (52383.570000 sec): 3 clusters
  Score: Raw -407838.672239 + Penalty 8995.697131 = -398842.975108
  nChanged 33
		SP:Iteration 6Q (52383.580000 sec): 3 clusters
  Score: Raw -407903.599355 + Penalty 8995.697131 = -398907.902224
  nChanged 25
		SP:Iteration 7Q (52383.590000 sec): 3 clusters
  Score: Raw -407948.694184 + Penalty 8995.697131 = -398952.997053
  nChanged 17
		SP:Iteration 8Q (52383.600000 sec): 3 clusters
  Score: Raw -407981.091036 + Penalty 8995.697131 = -398985.393905
  nChanged 13
		SP:Iteration 9Q (52383.610000 sec): 3 clusters
  Score: Raw -408014.512939 + Penalty 8995.697131 = -399018.815808
  nChanged 13
		SP:Iteration 10Q (52383.620000 sec): 3 clusters
  Score: Raw -408038.994468 + Penalty 8995.697131 = -399043.297337
  nChanged 9
		SP:Iteration 11Q (52383.630000 sec): 3 clusters
  Score: Raw -408054.404620 + Penalty 8995.697131 = -399058.707490
  nChanged 9
		SP:Iteration 12Q (52383.640000 sec): 3 clusters
  Score: Raw -408075.065024 + Penalty 8995.697131 = -399079.367894
  nChanged 13
		SP:Iteration 13Q (52383.650000 sec): 3 clusters
  Score: Raw -408105.996382 + Penalty 8995.697131 = -399110.299251
  nChanged 15
		SP:Iteration 14Q (52383.660000 sec): 3 clusters
  Score: Raw -408140.539175 + Penalty 8995.697131 = -399144.842045
  nChanged 19
		SP:Iteration 15Q (52383.670000 sec): 3 clusters
  Score: Raw -408189.115706 + Penalty 8995.697131 = -399193.418575
  nChanged 17
		SP:Iteration 16Q (52383.680000 sec): 3 clusters
  Score: Raw -408236.539127 + Penalty 8995.697131 = -399240.841996
  nChanged 13
		SP:Iteration 17Q (52383.690000 sec): 3 clusters
  Score: Raw -408264.623406 + Penalty 8995.697131 = -399268.926275
  nChanged 8
		SP:Iteration 18Q (52383.700000 sec): 3 clusters
  Score: Raw -408284.725151 + Penalty 8995.697131 = -399289.028020
  nChanged 8
		SP:Iteration 19Q (52383.710000 sec): 3 clusters
  Score: Raw -408309.948809 + Penalty 8995.697131 = -399314.251678
  nChanged 10
		SP:Iteration 20F (52383.720000 sec): 3 clusters
  Score: Raw -408333.871433 + Penalty 8995.697131 = -399338.174302
  nChanged 9
		SP:Iteration 21Q (52383.730000 sec): 3 clusters
  Score: Raw -408354.195421 + Penalty 8995.697131 = -399358.498290
  nChanged 4
		SP:Iteration 22Q (52383.740000 sec): 3 clusters
  Score: Raw -408368.442446 + Penalty 8995.697131 = -399372.745315
  nChanged 5
		SP:Iteration 23Q (52383.750000 sec): 3 clusters
  Score: Raw -408380.118780 + Penalty 8995.697131 = -399384.421649
  nChanged 5
		SP:Iteration 24Q (52383.760000 sec): 3 clusters
  Score: Raw -408388.759792 + Penalty 8995.697131 = -399393.062661
  nChanged 5
		SP:Iteration 25Q (52383.770000 sec): 3 clusters
  Score: Raw -408397.405362 + Penalty 8995.697131 = -399401.708231
  nChanged 2
		SP:Iteration 26Q (52383.780000 sec): 3 clusters
  Score: Raw -408401.566721 + Penalty 8995.697131 = -399405.869591
  nChanged 2
		SP:Iteration 27Q (52383.790000 sec): 3 clusters
  Score: Raw -408405.724400 + Penalty 8995.697131 = -399410.027269
  nChanged 1
		SP:Iteration 28Q (52383.800000 sec): 3 clusters
  Score: Raw -408410.685804 + Penalty 8995.697131 = -399414.988673
  nChanged 4
		SP:Iteration 29Q (52383.810000 sec): 3 clusters
  Score: Raw -408422.267054 + Penalty 8995.697131 = -399426.569924
  nChanged 4
		SP:Iteration 30Q (52383.820000 sec): 3 clusters
  Score: Raw -408433.085530 + Penalty 8995.697131 = -399437.388399
  nChanged 4
		SP:Iteration 31Q (52383.830000 sec): 3 clusters
  Score: Raw -408441.875319 + Penalty 8995.697131 = -399446.178188
  nChanged 3
		SP:Iteration 32Q (52383.840000 sec): 3 clusters
  Score: Raw -408448.398837 + Penalty 8995.697131 = -399452.701706
  nChanged 2
		SP:Iteration 33Q (52383.850000 sec): 3 clusters
  Score: Raw -408450.428803 + Penalty 8995.697131 = -399454.731672
  nChanged 1
		SP:Iteration 34Q (52383.860000 sec): 3 clusters
  Score: Raw -408451.993451 + Penalty 8995.697131 = -399456.296321
  nChanged 0
		SP:Iteration 35F (52383.870000 sec): 3 clusters
  Score: Raw -408451.993451 + Penalty 8995.697131 = -399456.296321
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (67303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52384.350000 sec): 2 clusters
  Score: Raw -17871691.952911 + Penalty 6809.138056 = -17864882.814855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52384.860000 sec): 3 clusters
  Score: Raw -17831580.436157 + Penalty 13618.276112 = -17817962.160045
  nChanged 30236
		SP:Iteration 1F (52385.370000 sec): 3 clusters
  Score: Raw -17847843.450853 + Penalty 13618.276112 = -17834225.174741
  nChanged 3316
		SP:Iteration 2Q (52385.880000 sec): 3 clusters
  Score: Raw -17849007.843407 + Penalty 13618.276112 = -17835389.567295
  nChanged 3006
		SP:Iteration 3Q (52386.390000 sec): 3 clusters
  Score: Raw -17850014.521067 + Penalty 13618.276112 = -17836396.244955
  nChanged 2725
		SP:Iteration 4Q (52386.910000 sec): 3 clusters
  Score: Raw -17850969.084262 + Penalty 13618.276112 = -17837350.808150
  nChanged 2578
		SP:Iteration 5Q (52387.420000 sec): 3 clusters
  Score: Raw -17851900.316741 + Penalty 13618.276112 = -17838282.040629
  nChanged 2538
		SP:Iteration 6Q (52387.930000 sec): 3 clusters
  Score: Raw -17852860.023375 + Penalty 13618.276112 = -17839241.747263
  nChanged 2602
		SP:Iteration 7Q (52388.440000 sec): 3 clusters
  Score: Raw -17853886.621950 + Penalty 13618.276112 = -17840268.345839
  nChanged 2579
		SP:Iteration 8Q (52388.960000 sec): 3 clusters
  Score: Raw -17854970.054308 + Penalty 13618.276112 = -17841351.778196
  nChanged 2698
		SP:Iteration 9Q (52389.470000 sec): 3 clusters
  Score: Raw -17856175.472179 + Penalty 13618.276112 = -17842557.196067
  nChanged 2782
		SP:Iteration 10Q (52389.980000 sec): 3 clusters
  Score: Raw -17857454.169712 + Penalty 13618.276112 = -17843835.893600
  nChanged 2849
		SP:Iteration 11Q (52390.490000 sec): 3 clusters
  Score: Raw -17858782.997465 + Penalty 13618.276112 = -17845164.721354
  nChanged 2779
		SP:Iteration 12Q (52391.000000 sec): 3 clusters
  Score: Raw -17860017.310172 + Penalty 13618.276112 = -17846399.034061
  nChanged 2515
		SP:Iteration 13Q (52391.510000 sec): 3 clusters
  Score: Raw -17861039.976119 + Penalty 13618.276112 = -17847421.700008
  nChanged 2208
		SP:Iteration 14Q (52392.010000 sec): 3 clusters
  Score: Raw -17861864.605946 + Penalty 13618.276112 = -17848246.329835
  nChanged 1862
		SP:Iteration 15Q (52392.520000 sec): 3 clusters
  Score: Raw -17862470.508006 + Penalty 13618.276112 = -17848852.231894
  nChanged 1596
		SP:Iteration 16Q (52393.020000 sec): 3 clusters
  Score: Raw -17862952.232269 + Penalty 13618.276112 = -17849333.956158
  nChanged 1427
		SP:Iteration 17Q (52393.520000 sec): 3 clusters
  Score: Raw -17863387.107882 + Penalty 13618.276112 = -17849768.831770
  nChanged 1317
		SP:Iteration 18Q (52394.020000 sec): 3 clusters
  Score: Raw -17863791.314582 + Penalty 13618.276112 = -17850173.038470
  nChanged 1321
		SP:Iteration 19Q (52394.520000 sec): 3 clusters
  Score: Raw -17864193.953102 + Penalty 13618.276112 = -17850575.676991
  nChanged 1372
		SP:Iteration 20F (52395.030000 sec): 3 clusters
  Score: Raw -17864618.676842 + Penalty 13618.276112 = -17851000.400730
  nChanged 1387
		SP:Iteration 21Q (52395.530000 sec): 3 clusters
  Score: Raw -17865051.928331 + Penalty 13618.276112 = -17851433.652219
  nChanged 1453
		SP:Iteration 22Q (52396.020000 sec): 3 clusters
  Score: Raw -17865542.665063 + Penalty 13618.276112 = -17851924.388952
  nChanged 1516
		SP:Iteration 23Q (52396.510000 sec): 3 clusters
  Score: Raw -17866113.834148 + Penalty 13618.276112 = -17852495.558036
  nChanged 1629
		SP:Iteration 24Q (52396.990000 sec): 3 clusters
  Score: Raw -17866752.670558 + Penalty 13618.276112 = -17853134.394447
  nChanged 1589
		SP:Iteration 25Q (52397.470000 sec): 3 clusters
  Score: Raw -17867445.372451 + Penalty 13618.276112 = -17853827.096339
  nChanged 1666
		SP:Iteration 26Q (52397.950000 sec): 3 clusters
  Score: Raw -17868290.039025 + Penalty 13618.276112 = -17854671.762913
  nChanged 1623
		SP:Iteration 27Q (52398.410000 sec): 3 clusters
  Score: Raw -17869270.430948 + Penalty 13618.276112 = -17855652.154837
  nChanged 1492
		SP:Iteration 28Q (52398.880000 sec): 3 clusters
  Score: Raw -17870461.097370 + Penalty 13618.276112 = -17856842.821259
  nChanged 1291
		SP:Iteration 29Q (52399.330000 sec): 3 clusters
  Score: Raw -17871831.105704 + Penalty 13618.276112 = -17858212.829593
  nChanged 1008
		SP:Iteration 30Q (52399.760000 sec): 3 clusters
  Score: Raw -17872908.004376 + Penalty 13618.276112 = -17859289.728265
  nChanged 814
		SP:Iteration 31Q (52400.180000 sec): 3 clusters
  Score: Raw -17873432.436650 + Penalty 13618.276112 = -17859814.160539
  nChanged 564
		SP:Iteration 32Q (52400.600000 sec): 3 clusters
  Score: Raw -17873657.870579 + Penalty 13618.276112 = -17860039.594467
  nChanged 372
		SP:Iteration 33Q (52401.010000 sec): 3 clusters
  Score: Raw -17873777.579755 + Penalty 13618.276112 = -17860159.303643
  nChanged 309
		SP:Iteration 34Q (52401.420000 sec): 3 clusters
  Score: Raw -17873866.056693 + Penalty 13618.276112 = -17860247.780581
  nChanged 225
		SP:Iteration 35Q (52401.830000 sec): 3 clusters
  Score: Raw -17873922.133572 + Penalty 13618.276112 = -17860303.857461
  nChanged 185
		SP:Iteration 36Q (52402.230000 sec): 3 clusters
  Score: Raw -17873963.682936 + Penalty 13618.276112 = -17860345.406824
  nChanged 142
		SP:Iteration 37Q (52402.640000 sec): 3 clusters
  Score: Raw -17873995.963614 + Penalty 13618.276112 = -17860377.687503
  nChanged 113
		SP:Iteration 38Q (52403.050000 sec): 3 clusters
  Score: Raw -17874017.254313 + Penalty 13618.276112 = -17860398.978201
  nChanged 102
		SP:Iteration 39Q (52403.450000 sec): 3 clusters
  Score: Raw -17874036.209718 + Penalty 13618.276112 = -17860417.933607
  nChanged 79
		SP:Iteration 40F (52403.970000 sec): 3 clusters
  Score: Raw -17874049.702506 + Penalty 13618.276112 = -17860431.426394
  nChanged 75
		SP:Iteration 41Q (52404.370000 sec): 3 clusters
  Score: Raw -17874062.387398 + Penalty 13618.276112 = -17860444.111286
  nChanged 59
		SP:Iteration 42Q (52404.780000 sec): 3 clusters
  Score: Raw -17874071.967023 + Penalty 13618.276112 = -17860453.690912
  nChanged 49
		SP:Iteration 43Q (52405.190000 sec): 3 clusters
  Score: Raw -17874079.750067 + Penalty 13618.276112 = -17860461.473956
  nChanged 39
		SP:Iteration 44Q (52405.590000 sec): 3 clusters
  Score: Raw -17874085.715655 + Penalty 13618.276112 = -17860467.439543
  nChanged 40
		SP:Iteration 45Q (52406.000000 sec): 3 clusters
  Score: Raw -17874091.624263 + Penalty 13618.276112 = -17860473.348151
  nChanged 36
		SP:Iteration 46Q (52406.410000 sec): 3 clusters
  Score: Raw -17874097.250877 + Penalty 13618.276112 = -17860478.974765
  nChanged 27
		SP:Iteration 47Q (52406.820000 sec): 3 clusters
  Score: Raw -17874101.466692 + Penalty 13618.276112 = -17860483.190581
  nChanged 25
		SP:Iteration 48Q (52407.220000 sec): 3 clusters
  Score: Raw -17874105.388118 + Penalty 13618.276112 = -17860487.112006
  nChanged 25
		SP:Iteration 49Q (52407.630000 sec): 3 clusters
  Score: Raw -17874109.070702 + Penalty 13618.276112 = -17860490.794591
  nChanged 22
		SP:Iteration 50Q (52408.030000 sec): 3 clusters
  Score: Raw -17874112.571466 + Penalty 13618.276112 = -17860494.295354
  nChanged 26
		SP:Iteration 51Q (52408.440000 sec): 3 clusters
  Score: Raw -17874116.584611 + Penalty 13618.276112 = -17860498.308499
  nChanged 27
		SP:Iteration 52Q (52408.850000 sec): 3 clusters
  Score: Raw -17874121.123827 + Penalty 13618.276112 = -17860502.847716
  nChanged 25
		SP:Iteration 53Q (52409.250000 sec): 3 clusters
  Score: Raw -17874124.247836 + Penalty 13618.276112 = -17860505.971724
  nChanged 10
		SP:Iteration 54Q (52409.650000 sec): 3 clusters
  Score: Raw -17874125.834667 + Penalty 13618.276112 = -17860507.558556
  nChanged 17
		SP:Iteration 55Q (52410.060000 sec): 3 clusters
  Score: Raw -17874128.316951 + Penalty 13618.276112 = -17860510.040840
  nChanged 16
		SP:Iteration 56Q (52410.460000 sec): 3 clusters
  Score: Raw -17874130.549379 + Penalty 13618.276112 = -17860512.273267
  nChanged 16
		SP:Iteration 57Q (52410.860000 sec): 3 clusters
  Score: Raw -17874132.885022 + Penalty 13618.276112 = -17860514.608911
  nChanged 12
		SP:Iteration 58Q (52411.270000 sec): 3 clusters
  Score: Raw -17874134.437166 + Penalty 13618.276112 = -17860516.161054
  nChanged 9
		SP:Iteration 59Q (52411.670000 sec): 3 clusters
  Score: Raw -17874135.574016 + Penalty 13618.276112 = -17860517.297905
  nChanged 7
		SP:Iteration 60F (52412.190000 sec): 3 clusters
  Score: Raw -17874136.474377 + Penalty 13618.276112 = -17860518.198266
  nChanged 6
		SP:Iteration 61Q (52412.590000 sec): 3 clusters
  Score: Raw -17874137.337936 + Penalty 13618.276112 = -17860519.061825
  nChanged 6
		SP:Iteration 62Q (52412.990000 sec): 3 clusters
  Score: Raw -17874138.010209 + Penalty 13618.276112 = -17860519.734097
  nChanged 4
		SP:Iteration 63Q (52413.390000 sec): 3 clusters
  Score: Raw -17874138.356066 + Penalty 13618.276112 = -17860520.079954
  nChanged 4
		SP:Iteration 64Q (52413.800000 sec): 3 clusters
  Score: Raw -17874138.802870 + Penalty 13618.276112 = -17860520.526758
  nChanged 3
		SP:Iteration 65Q (52414.200000 sec): 3 clusters
  Score: Raw -17874139.155472 + Penalty 13618.276112 = -17860520.879360
  nChanged 6
		SP:Iteration 66Q (52414.600000 sec): 3 clusters
  Score: Raw -17874140.049775 + Penalty 13618.276112 = -17860521.773663
  nChanged 8
		SP:Iteration 67Q (52415.010000 sec): 3 clusters
  Score: Raw -17874141.197854 + Penalty 13618.276112 = -17860522.921743
  nChanged 7
		SP:Iteration 68Q (52415.410000 sec): 3 clusters
  Score: Raw -17874142.184435 + Penalty 13618.276112 = -17860523.908323
  nChanged 7
		SP:Iteration 69Q (52415.810000 sec): 3 clusters
  Score: Raw -17874143.214000 + Penalty 13618.276112 = -17860524.937889
  nChanged 10
		SP:Iteration 70Q (52416.210000 sec): 3 clusters
  Score: Raw -17874144.797410 + Penalty 13618.276112 = -17860526.521298
  nChanged 10
		SP:Iteration 71Q (52416.620000 sec): 3 clusters
  Score: Raw -17874146.178115 + Penalty 13618.276112 = -17860527.902003
  nChanged 9
		SP:Iteration 72Q (52417.020000 sec): 3 clusters
  Score: Raw -17874147.313515 + Penalty 13618.276112 = -17860529.037404
  nChanged 7
		SP:Iteration 73Q (52417.420000 sec): 3 clusters
  Score: Raw -17874148.406921 + Penalty 13618.276112 = -17860530.130810
  nChanged 5
		SP:Iteration 74Q (52417.830000 sec): 3 clusters
  Score: Raw -17874149.167857 + Penalty 13618.276112 = -17860530.891745
  nChanged 9
		SP:Iteration 75Q (52418.230000 sec): 3 clusters
  Score: Raw -17874150.250832 + Penalty 13618.276112 = -17860531.974721
  nChanged 8
		SP:Iteration 76Q (52418.630000 sec): 3 clusters
  Score: Raw -17874151.263746 + Penalty 13618.276112 = -17860532.987635
  nChanged 5
		SP:Iteration 77Q (52419.030000 sec): 3 clusters
  Score: Raw -17874151.935408 + Penalty 13618.276112 = -17860533.659296
  nChanged 6
		SP:Iteration 78Q (52419.430000 sec): 3 clusters
  Score: Raw -17874152.977395 + Penalty 13618.276112 = -17860534.701284
  nChanged 6
		SP:Iteration 79Q (52419.830000 sec): 3 clusters
  Score: Raw -17874153.677106 + Penalty 13618.276112 = -17860535.400994
  nChanged 3
		SP:Iteration 80F (52420.350000 sec): 3 clusters
  Score: Raw -17874154.016468 + Penalty 13618.276112 = -17860535.740356
  nChanged 3
		SP:Iteration 81Q (52420.750000 sec): 3 clusters
  Score: Raw -17874154.496595 + Penalty 13618.276112 = -17860536.220484
  nChanged 3
		SP:Iteration 82Q (52421.150000 sec): 3 clusters
  Score: Raw -17874154.907929 + Penalty 13618.276112 = -17860536.631817
  nChanged 6
		SP:Iteration 83Q (52421.560000 sec): 3 clusters
  Score: Raw -17874155.888544 + Penalty 13618.276112 = -17860537.612432
  nChanged 13
		SP:Iteration 84Q (52421.960000 sec): 3 clusters
  Score: Raw -17874158.233602 + Penalty 13618.276112 = -17860539.957490
  nChanged 13
		SP:Iteration 85Q (52422.360000 sec): 3 clusters
  Score: Raw -17874160.442998 + Penalty 13618.276112 = -17860542.166887
  nChanged 13
		SP:Iteration 86Q (52422.760000 sec): 3 clusters
  Score: Raw -17874162.060411 + Penalty 13618.276112 = -17860543.784299
  nChanged 5
		SP:Iteration 87Q (52423.170000 sec): 3 clusters
  Score: Raw -17874162.603842 + Penalty 13618.276112 = -17860544.327730
  nChanged 3
		SP:Iteration 88Q (52423.570000 sec): 3 clusters
  Score: Raw -17874163.018657 + Penalty 13618.276112 = -17860544.742545
  nChanged 5
		SP:Iteration 89Q (52423.970000 sec): 3 clusters
  Score: Raw -17874163.774719 + Penalty 13618.276112 = -17860545.498608
  nChanged 3
		SP:Iteration 90Q (52424.370000 sec): 3 clusters
  Score: Raw -17874164.039546 + Penalty 13618.276112 = -17860545.763434
  nChanged 1
		SP:Iteration 91Q (52424.770000 sec): 3 clusters
  Score: Raw -17874164.138254 + Penalty 13618.276112 = -17860545.862142
  nChanged 1
		SP:Iteration 92Q (52425.180000 sec): 3 clusters
  Score: Raw -17874164.336516 + Penalty 13618.276112 = -17860546.060405
  nChanged 2
		SP:Iteration 93Q (52425.580000 sec): 3 clusters
  Score: Raw -17874164.660736 + Penalty 13618.276112 = -17860546.384624
  nChanged 2
		SP:Iteration 94Q (52425.980000 sec): 3 clusters
  Score: Raw -17874164.926438 + Penalty 13618.276112 = -17860546.650327
  nChanged 2
		SP:Iteration 95Q (52426.380000 sec): 3 clusters
  Score: Raw -17874165.224923 + Penalty 13618.276112 = -17860546.948811
  nChanged 4
		SP:Iteration 96Q (52426.780000 sec): 3 clusters
  Score: Raw -17874166.082998 + Penalty 13618.276112 = -17860547.806887
  nChanged 5
		SP:Iteration 97Q (52427.180000 sec): 3 clusters
  Score: Raw -17874166.711877 + Penalty 13618.276112 = -17860548.435765
  nChanged 2
		SP:Iteration 98Q (52427.580000 sec): 3 clusters
  Score: Raw -17874167.056335 + Penalty 13618.276112 = -17860548.780224
  nChanged 2
		SP:Iteration 99Q (52427.990000 sec): 3 clusters
  Score: Raw -17874167.315145 + Penalty 13618.276112 = -17860549.039033
  nChanged 3
		SP:Iteration 100F (52428.500000 sec): 3 clusters
  Score: Raw -17874167.735619 + Penalty 13618.276112 = -17860549.459507
  nChanged 3
		SP:Iteration 101Q (52428.900000 sec): 3 clusters
  Score: Raw -17874168.020310 + Penalty 13618.276112 = -17860549.744198
  nChanged 1
		SP:Iteration 102Q (52429.300000 sec): 3 clusters
  Score: Raw -17874168.197427 + Penalty 13618.276112 = -17860549.921315
  nChanged 0
		SP:Iteration 103F (52429.810000 sec): 3 clusters
  Score: Raw -17874168.197427 + Penalty 13618.276112 = -17860549.921315
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52429.860000 sec): 2 clusters
  Score: Raw -133322.102668 + Penalty 3887.775891 = -129434.326777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52429.870000 sec): 3 clusters
  Score: Raw -134093.616893 + Penalty 7775.551782 = -126318.065111
  nChanged 69
		SP:Iteration 1F (52429.880000 sec): 3 clusters
  Score: Raw -134360.300187 + Penalty 7775.551782 = -126584.748406
  nChanged 26
		SP:Iteration 2Q (52429.880000 sec): 3 clusters
  Score: Raw -134461.610423 + Penalty 7775.551782 = -126686.058641
  nChanged 11
		SP:Iteration 3Q (52429.880000 sec): 3 clusters
  Score: Raw -134498.715409 + Penalty 7775.551782 = -126723.163627
  nChanged 6
		SP:Iteration 4Q (52429.890000 sec): 3 clusters
  Score: Raw -134521.466224 + Penalty 7775.551782 = -126745.914442
  nChanged 3
		SP:Iteration 5Q (52429.890000 sec): 3 clusters
  Score: Raw -134537.453050 + Penalty 7775.551782 = -126761.901268
  nChanged 3
		SP:Iteration 6Q (52429.900000 sec): 3 clusters
  Score: Raw -134551.885923 + Penalty 7775.551782 = -126776.334141
  nChanged 0
		SP:Iteration 7F (52429.900000 sec): 3 clusters
  Score: Raw -134551.885923 + Penalty 7775.551782 = -126776.334141
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52429.970000 sec): 2 clusters
  Score: Raw -2404210.734090 + Penalty 5602.456619 = -2398608.277471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52430.040000 sec): 3 clusters
  Score: Raw -2400039.731333 + Penalty 11204.913238 = -2388834.818096
  nChanged 3322
		SP:Iteration 1F (52430.110000 sec): 3 clusters
  Score: Raw -2402200.654431 + Penalty 11204.913238 = -2390995.741194
  nChanged 772
		SP:Iteration 2F (52430.180000 sec): 3 clusters
  Score: Raw -2402818.783140 + Penalty 11204.913238 = -2391613.869902
  nChanged 519
		SP:Iteration 3F (52430.250000 sec): 3 clusters
  Score: Raw -2403291.399849 + Penalty 11204.913238 = -2392086.486612
  nChanged 473
		SP:Iteration 4F (52430.330000 sec): 3 clusters
  Score: Raw -2403713.727704 + Penalty 11204.913238 = -2392508.814466
  nChanged 419
		SP:Iteration 5Q (52430.390000 sec): 3 clusters
  Score: Raw -2404064.161541 + Penalty 11204.913238 = -2392859.248304
  nChanged 362
		SP:Iteration 6Q (52430.460000 sec): 3 clusters
  Score: Raw -2404365.055888 + Penalty 11204.913238 = -2393160.142651
  nChanged 341
		SP:Iteration 7Q (52430.530000 sec): 3 clusters
  Score: Raw -2404647.335734 + Penalty 11204.913238 = -2393442.422496
  nChanged 331
		SP:Iteration 8Q (52430.600000 sec): 3 clusters
  Score: Raw -2404940.368178 + Penalty 11204.913238 = -2393735.454941
  nChanged 323
		SP:Iteration 9Q (52430.670000 sec): 3 clusters
  Score: Raw -2405232.874787 + Penalty 11204.913238 = -2394027.961549
  nChanged 301
		SP:Iteration 10Q (52430.730000 sec): 3 clusters
  Score: Raw -2405488.645770 + Penalty 11204.913238 = -2394283.732532
  nChanged 269
		SP:Iteration 11Q (52430.800000 sec): 3 clusters
  Score: Raw -2405714.875112 + Penalty 11204.913238 = -2394509.961874
  nChanged 253
		SP:Iteration 12Q (52430.870000 sec): 3 clusters
  Score: Raw -2405906.171085 + Penalty 11204.913238 = -2394701.257847
  nChanged 202
		SP:Iteration 13Q (52430.930000 sec): 3 clusters
  Score: Raw -2406070.563100 + Penalty 11204.913238 = -2394865.649863
  nChanged 179
		SP:Iteration 14Q (52431.000000 sec): 3 clusters
  Score: Raw -2406205.884642 + Penalty 11204.913238 = -2395000.971405
  nChanged 152
		SP:Iteration 15Q (52431.060000 sec): 3 clusters
  Score: Raw -2406337.790810 + Penalty 11204.913238 = -2395132.877572
  nChanged 143
		SP:Iteration 16Q (52431.130000 sec): 3 clusters
  Score: Raw -2406448.943171 + Penalty 11204.913238 = -2395244.029933
  nChanged 121
		SP:Iteration 17Q (52431.190000 sec): 3 clusters
  Score: Raw -2406541.958138 + Penalty 11204.913238 = -2395337.044900
  nChanged 94
		SP:Iteration 18Q (52431.250000 sec): 3 clusters
  Score: Raw -2406606.255962 + Penalty 11204.913238 = -2395401.342724
  nChanged 69
		SP:Iteration 19Q (52431.310000 sec): 3 clusters
  Score: Raw -2406651.821827 + Penalty 11204.913238 = -2395446.908589
  nChanged 63
		SP:Iteration 20F (52431.380000 sec): 3 clusters
  Score: Raw -2406689.533447 + Penalty 11204.913238 = -2395484.620209
  nChanged 48
		SP:Iteration 21Q (52431.440000 sec): 3 clusters
  Score: Raw -2406715.527119 + Penalty 11204.913238 = -2395510.613882
  nChanged 26
		SP:Iteration 22Q (52431.500000 sec): 3 clusters
  Score: Raw -2406729.887027 + Penalty 11204.913238 = -2395524.973789
  nChanged 23
		SP:Iteration 23Q (52431.560000 sec): 3 clusters
  Score: Raw -2406742.439788 + Penalty 11204.913238 = -2395537.526550
  nChanged 18
		SP:Iteration 24Q (52431.620000 sec): 3 clusters
  Score: Raw -2406753.160683 + Penalty 11204.913238 = -2395548.247446
  nChanged 20
		SP:Iteration 25Q (52431.680000 sec): 3 clusters
  Score: Raw -2406762.996487 + Penalty 11204.913238 = -2395558.083250
  nChanged 15
		SP:Iteration 26Q (52431.740000 sec): 3 clusters
  Score: Raw -2406771.729430 + Penalty 11204.913238 = -2395566.816192
  nChanged 11
		SP:Iteration 27Q (52431.800000 sec): 3 clusters
  Score: Raw -2406780.087995 + Penalty 11204.913238 = -2395575.174757
  nChanged 20
		SP:Iteration 28Q (52431.860000 sec): 3 clusters
  Score: Raw -2406790.083426 + Penalty 11204.913238 = -2395585.170189
  nChanged 18
		SP:Iteration 29Q (52431.920000 sec): 3 clusters
  Score: Raw -2406801.364979 + Penalty 11204.913238 = -2395596.451742
  nChanged 23
		SP:Iteration 30Q (52431.980000 sec): 3 clusters
  Score: Raw -2406814.060057 + Penalty 11204.913238 = -2395609.146819
  nChanged 15
		SP:Iteration 31Q (52432.040000 sec): 3 clusters
  Score: Raw -2406823.719563 + Penalty 11204.913238 = -2395618.806326
  nChanged 17
		SP:Iteration 32Q (52432.100000 sec): 3 clusters
  Score: Raw -2406834.810248 + Penalty 11204.913238 = -2395629.897011
  nChanged 15
		SP:Iteration 33Q (52432.160000 sec): 3 clusters
  Score: Raw -2406844.655603 + Penalty 11204.913238 = -2395639.742366
  nChanged 13
		SP:Iteration 34Q (52432.220000 sec): 3 clusters
  Score: Raw -2406851.513475 + Penalty 11204.913238 = -2395646.600237
  nChanged 9
		SP:Iteration 35Q (52432.280000 sec): 3 clusters
  Score: Raw -2406857.431962 + Penalty 11204.913238 = -2395652.518725
  nChanged 10
		SP:Iteration 36Q (52432.340000 sec): 3 clusters
  Score: Raw -2406862.746224 + Penalty 11204.913238 = -2395657.832987
  nChanged 8
		SP:Iteration 37Q (52432.400000 sec): 3 clusters
  Score: Raw -2406867.077648 + Penalty 11204.913238 = -2395662.164410
  nChanged 4
		SP:Iteration 38Q (52432.460000 sec): 3 clusters
  Score: Raw -2406869.549405 + Penalty 11204.913238 = -2395664.636168
  nChanged 9
		SP:Iteration 39Q (52432.510000 sec): 3 clusters
  Score: Raw -2406874.323674 + Penalty 11204.913238 = -2395669.410436
  nChanged 10
		SP:Iteration 40F (52432.590000 sec): 3 clusters
  Score: Raw -2406879.983738 + Penalty 11204.913238 = -2395675.070501
  nChanged 19
		SP:Iteration 41Q (52432.650000 sec): 3 clusters
  Score: Raw -2406891.719877 + Penalty 11204.913238 = -2395686.806639
  nChanged 19
		SP:Iteration 42Q (52432.700000 sec): 3 clusters
  Score: Raw -2406911.363864 + Penalty 11204.913238 = -2395706.450626
  nChanged 36
		SP:Iteration 43Q (52432.760000 sec): 3 clusters
  Score: Raw -2406957.786303 + Penalty 11204.913238 = -2395752.873065
  nChanged 56
		SP:Iteration 44Q (52432.820000 sec): 3 clusters
  Score: Raw -2407023.703370 + Penalty 11204.913238 = -2395818.790133
  nChanged 76
		SP:Iteration 45Q (52432.880000 sec): 3 clusters
  Score: Raw -2407137.088059 + Penalty 11204.913238 = -2395932.174821
  nChanged 78
		SP:Iteration 46Q (52432.940000 sec): 3 clusters
  Score: Raw -2407280.179346 + Penalty 11204.913238 = -2396075.266108
  nChanged 88
		SP:Iteration 47Q (52432.990000 sec): 3 clusters
  Score: Raw -2407392.363601 + Penalty 11204.913238 = -2396187.450363
  nChanged 79
		SP:Iteration 48Q (52433.050000 sec): 3 clusters
  Score: Raw -2407466.382656 + Penalty 11204.913238 = -2396261.469418
  nChanged 61
		SP:Iteration 49Q (52433.110000 sec): 3 clusters
  Score: Raw -2407509.950795 + Penalty 11204.913238 = -2396305.037557
  nChanged 32
		SP:Iteration 50Q (52433.160000 sec): 3 clusters
  Score: Raw -2407527.135302 + Penalty 11204.913238 = -2396322.222064
  nChanged 23
		SP:Iteration 51Q (52433.220000 sec): 3 clusters
  Score: Raw -2407541.574909 + Penalty 11204.913238 = -2396336.661671
  nChanged 15
		SP:Iteration 52Q (52433.270000 sec): 3 clusters
  Score: Raw -2407549.557478 + Penalty 11204.913238 = -2396344.644240
  nChanged 13
		SP:Iteration 53Q (52433.330000 sec): 3 clusters
  Score: Raw -2407557.301090 + Penalty 11204.913238 = -2396352.387853
  nChanged 11
		SP:Iteration 54Q (52433.380000 sec): 3 clusters
  Score: Raw -2407562.406591 + Penalty 11204.913238 = -2396357.493353
  nChanged 4
		SP:Iteration 55Q (52433.440000 sec): 3 clusters
  Score: Raw -2407563.917213 + Penalty 11204.913238 = -2396359.003976
  nChanged 2
		SP:Iteration 56Q (52433.490000 sec): 3 clusters
  Score: Raw -2407564.874180 + Penalty 11204.913238 = -2396359.960943
  nChanged 2
		SP:Iteration 57Q (52433.550000 sec): 3 clusters
  Score: Raw -2407565.524803 + Penalty 11204.913238 = -2396360.611565
  nChanged 3
		SP:Iteration 58Q (52433.600000 sec): 3 clusters
  Score: Raw -2407567.072965 + Penalty 11204.913238 = -2396362.159727
  nChanged 6
		SP:Iteration 59Q (52433.660000 sec): 3 clusters
  Score: Raw -2407571.410321 + Penalty 11204.913238 = -2396366.497083
  nChanged 9
		SP:Iteration 60F (52433.730000 sec): 3 clusters
  Score: Raw -2407576.178344 + Penalty 11204.913238 = -2396371.265106
  nChanged 9
		SP:Iteration 61Q (52433.790000 sec): 3 clusters
  Score: Raw -2407581.560085 + Penalty 11204.913238 = -2396376.646847
  nChanged 7
		SP:Iteration 62Q (52433.840000 sec): 3 clusters
  Score: Raw -2407585.528524 + Penalty 11204.913238 = -2396380.615286
  nChanged 3
		SP:Iteration 63Q (52433.890000 sec): 3 clusters
  Score: Raw -2407586.860076 + Penalty 11204.913238 = -2396381.946839
  nChanged 5
		SP:Iteration 64Q (52433.950000 sec): 3 clusters
  Score: Raw -2407590.097732 + Penalty 11204.913238 = -2396385.184495
  nChanged 6
		SP:Iteration 65Q (52434.010000 sec): 3 clusters
  Score: Raw -2407592.637803 + Penalty 11204.913238 = -2396387.724565
  nChanged 1
		SP:Iteration 66Q (52434.060000 sec): 3 clusters
  Score: Raw -2407593.153169 + Penalty 11204.913238 = -2396388.239931
  nChanged 0
		SP:Iteration 67F (52434.130000 sec): 3 clusters
  Score: Raw -2407593.153169 + Penalty 11204.913238 = -2396388.239931
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52434.230000 sec): 2 clusters
  Score: Raw -3793409.839972 + Penalty 5881.500640 = -3787528.339332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52434.350000 sec): 3 clusters
  Score: Raw -3786097.131998 + Penalty 11763.001281 = -3774334.130718
  nChanged 5788
		SP:Iteration 1F (52434.460000 sec): 3 clusters
  Score: Raw -3789700.680710 + Penalty 11763.001281 = -3777937.679429
  nChanged 1251
		SP:Iteration 2F (52434.570000 sec): 3 clusters
  Score: Raw -3790797.741498 + Penalty 11763.001281 = -3779034.740217
  nChanged 1050
		SP:Iteration 3F (52434.680000 sec): 3 clusters
  Score: Raw -3791844.504676 + Penalty 11763.001281 = -3780081.503395
  nChanged 999
		SP:Iteration 4F (52434.790000 sec): 3 clusters
  Score: Raw -3792820.357231 + Penalty 11763.001281 = -3781057.355951
  nChanged 913
		SP:Iteration 5F (52434.910000 sec): 3 clusters
  Score: Raw -3793670.433486 + Penalty 11763.001281 = -3781907.432206
  nChanged 854
		SP:Iteration 6F (52435.020000 sec): 3 clusters
  Score: Raw -3794477.219041 + Penalty 11763.001281 = -3782714.217760
  nChanged 738
		SP:Iteration 7Q (52435.130000 sec): 3 clusters
  Score: Raw -3795131.376412 + Penalty 11763.001281 = -3783368.375132
  nChanged 627
		SP:Iteration 8Q (52435.240000 sec): 3 clusters
  Score: Raw -3795627.553894 + Penalty 11763.001281 = -3783864.552613
  nChanged 510
		SP:Iteration 9Q (52435.350000 sec): 3 clusters
  Score: Raw -3795951.573855 + Penalty 11763.001281 = -3784188.572574
  nChanged 397
		SP:Iteration 10Q (52435.450000 sec): 3 clusters
  Score: Raw -3796183.449757 + Penalty 11763.001281 = -3784420.448476
  nChanged 289
		SP:Iteration 11Q (52435.560000 sec): 3 clusters
  Score: Raw -3796322.906724 + Penalty 11763.001281 = -3784559.905444
  nChanged 209
		SP:Iteration 12Q (52435.670000 sec): 3 clusters
  Score: Raw -3796407.464462 + Penalty 11763.001281 = -3784644.463181
  nChanged 158
		SP:Iteration 13Q (52435.770000 sec): 3 clusters
  Score: Raw -3796459.674831 + Penalty 11763.001281 = -3784696.673550
  nChanged 105
		SP:Iteration 14Q (52435.880000 sec): 3 clusters
  Score: Raw -3796490.491976 + Penalty 11763.001281 = -3784727.490695
  nChanged 73
		SP:Iteration 15Q (52435.980000 sec): 3 clusters
  Score: Raw -3796510.829093 + Penalty 11763.001281 = -3784747.827812
  nChanged 48
		SP:Iteration 16Q (52436.090000 sec): 3 clusters
  Score: Raw -3796524.002908 + Penalty 11763.001281 = -3784761.001627
  nChanged 38
		SP:Iteration 17Q (52436.190000 sec): 3 clusters
  Score: Raw -3796533.728785 + Penalty 11763.001281 = -3784770.727504
  nChanged 31
		SP:Iteration 18Q (52436.300000 sec): 3 clusters
  Score: Raw -3796541.257023 + Penalty 11763.001281 = -3784778.255742
  nChanged 32
		SP:Iteration 19Q (52436.410000 sec): 3 clusters
  Score: Raw -3796549.261831 + Penalty 11763.001281 = -3784786.260550
  nChanged 20
		SP:Iteration 20F (52436.520000 sec): 3 clusters
  Score: Raw -3796555.021393 + Penalty 11763.001281 = -3784792.020113
  nChanged 22
		SP:Iteration 21Q (52436.630000 sec): 3 clusters
  Score: Raw -3796560.099082 + Penalty 11763.001281 = -3784797.097801
  nChanged 17
		SP:Iteration 22Q (52436.730000 sec): 3 clusters
  Score: Raw -3796564.328350 + Penalty 11763.001281 = -3784801.327069
  nChanged 14
		SP:Iteration 23Q (52436.840000 sec): 3 clusters
  Score: Raw -3796567.351271 + Penalty 11763.001281 = -3784804.349990
  nChanged 10
		SP:Iteration 24Q (52436.940000 sec): 3 clusters
  Score: Raw -3796569.472010 + Penalty 11763.001281 = -3784806.470730
  nChanged 2
		SP:Iteration 25Q (52437.050000 sec): 3 clusters
  Score: Raw -3796570.012165 + Penalty 11763.001281 = -3784807.010884
  nChanged 3
		SP:Iteration 26Q (52437.150000 sec): 3 clusters
  Score: Raw -3796570.522948 + Penalty 11763.001281 = -3784807.521667
  nChanged 2
		SP:Iteration 27Q (52437.260000 sec): 3 clusters
  Score: Raw -3796571.064848 + Penalty 11763.001281 = -3784808.063567
  nChanged 2
		SP:Iteration 28Q (52437.370000 sec): 3 clusters
  Score: Raw -3796571.723931 + Penalty 11763.001281 = -3784808.722650
  nChanged 2
		SP:Iteration 29Q (52437.470000 sec): 3 clusters
  Score: Raw -3796572.165929 + Penalty 11763.001281 = -3784809.164648
  nChanged 2
		SP:Iteration 30Q (52437.580000 sec): 3 clusters
  Score: Raw -3796572.484438 + Penalty 11763.001281 = -3784809.483157
  nChanged 4
		SP:Iteration 31Q (52437.680000 sec): 3 clusters
  Score: Raw -3796573.349198 + Penalty 11763.001281 = -3784810.347917
  nChanged 2
		SP:Iteration 32Q (52437.790000 sec): 3 clusters
  Score: Raw -3796573.719393 + Penalty 11763.001281 = -3784810.718112
  nChanged 4
		SP:Iteration 33Q (52437.890000 sec): 3 clusters
  Score: Raw -3796574.546621 + Penalty 11763.001281 = -3784811.545341
  nChanged 1
		SP:Iteration 34Q (52438.000000 sec): 3 clusters
  Score: Raw -3796574.724063 + Penalty 11763.001281 = -3784811.722783
  nChanged 0
		SP:Iteration 35F (52438.110000 sec): 3 clusters
  Score: Raw -3796574.724063 + Penalty 11763.001281 = -3784811.722783
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52438.540000 sec): 2 clusters
  Score: Raw -16595782.246239 + Penalty 6759.965511 = -16589022.280728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52439.010000 sec): 3 clusters
  Score: Raw -16559025.882890 + Penalty 13519.931023 = -16545505.951868
  nChanged 27867
		SP:Iteration 1F (52439.480000 sec): 3 clusters
  Score: Raw -16573928.386135 + Penalty 13519.931023 = -16560408.455112
  nChanged 3072
		SP:Iteration 2Q (52439.960000 sec): 3 clusters
  Score: Raw -16574952.046444 + Penalty 13519.931023 = -16561432.115421
  nChanged 2675
		SP:Iteration 3Q (52440.430000 sec): 3 clusters
  Score: Raw -16575822.359087 + Penalty 13519.931023 = -16562302.428064
  nChanged 2449
		SP:Iteration 4Q (52440.910000 sec): 3 clusters
  Score: Raw -16576638.788619 + Penalty 13519.931023 = -16563118.857596
  nChanged 2470
		SP:Iteration 5Q (52441.390000 sec): 3 clusters
  Score: Raw -16577548.148381 + Penalty 13519.931023 = -16564028.217358
  nChanged 2652
		SP:Iteration 6Q (52441.860000 sec): 3 clusters
  Score: Raw -16578688.126240 + Penalty 13519.931023 = -16565168.195217
  nChanged 2968
		SP:Iteration 7Q (52442.340000 sec): 3 clusters
  Score: Raw -16580238.141422 + Penalty 13519.931023 = -16566718.210399
  nChanged 3480
		SP:Iteration 8F (52442.800000 sec): 3 clusters
  Score: Raw -16582434.650311 + Penalty 13519.931023 = -16568914.719289
  nChanged 3847
		SP:Iteration 9F (52443.270000 sec): 3 clusters
  Score: Raw -16585338.673979 + Penalty 13519.931023 = -16571818.742957
  nChanged 3988
		SP:Iteration 10F (52443.750000 sec): 3 clusters
  Score: Raw -16588704.619694 + Penalty 13519.931023 = -16575184.688671
  nChanged 3523
		SP:Iteration 11F (52444.220000 sec): 3 clusters
  Score: Raw -16591805.765810 + Penalty 13519.931023 = -16578285.834787
  nChanged 2606
		SP:Iteration 12Q (52444.680000 sec): 3 clusters
  Score: Raw -16594105.412779 + Penalty 13519.931023 = -16580585.481756
  nChanged 1763
		SP:Iteration 13Q (52445.130000 sec): 3 clusters
  Score: Raw -16595590.102805 + Penalty 13519.931023 = -16582070.171782
  nChanged 1048
		SP:Iteration 14Q (52445.560000 sec): 3 clusters
  Score: Raw -16596421.690172 + Penalty 13519.931023 = -16582901.759149
  nChanged 682
		SP:Iteration 15Q (52445.970000 sec): 3 clusters
  Score: Raw -16596977.649449 + Penalty 13519.931023 = -16583457.718427
  nChanged 456
		SP:Iteration 16Q (52446.360000 sec): 3 clusters
  Score: Raw -16597285.663294 + Penalty 13519.931023 = -16583765.732271
  nChanged 283
		SP:Iteration 17Q (52446.750000 sec): 3 clusters
  Score: Raw -16597456.192121 + Penalty 13519.931023 = -16583936.261098
  nChanged 195
		SP:Iteration 18Q (52447.130000 sec): 3 clusters
  Score: Raw -16597559.015355 + Penalty 13519.931023 = -16584039.084332
  nChanged 139
		SP:Iteration 19Q (52447.510000 sec): 3 clusters
  Score: Raw -16597628.797955 + Penalty 13519.931023 = -16584108.866932
  nChanged 100
		SP:Iteration 20F (52447.970000 sec): 3 clusters
  Score: Raw -16597676.599803 + Penalty 13519.931023 = -16584156.668780
  nChanged 65
		SP:Iteration 21Q (52448.350000 sec): 3 clusters
  Score: Raw -16597704.205565 + Penalty 13519.931023 = -16584184.274542
  nChanged 52
		SP:Iteration 22Q (52448.720000 sec): 3 clusters
  Score: Raw -16597728.405226 + Penalty 13519.931023 = -16584208.474203
  nChanged 48
		SP:Iteration 23Q (52449.090000 sec): 3 clusters
  Score: Raw -16597749.490228 + Penalty 13519.931023 = -16584229.559205
  nChanged 40
		SP:Iteration 24Q (52449.460000 sec): 3 clusters
  Score: Raw -16597767.237758 + Penalty 13519.931023 = -16584247.306735
  nChanged 37
		SP:Iteration 25Q (52449.840000 sec): 3 clusters
  Score: Raw -16597781.051169 + Penalty 13519.931023 = -16584261.120146
  nChanged 30
		SP:Iteration 26Q (52450.200000 sec): 3 clusters
  Score: Raw -16597791.831318 + Penalty 13519.931023 = -16584271.900295
  nChanged 22
		SP:Iteration 27Q (52450.570000 sec): 3 clusters
  Score: Raw -16597799.746100 + Penalty 13519.931023 = -16584279.815077
  nChanged 20
		SP:Iteration 28Q (52450.940000 sec): 3 clusters
  Score: Raw -16597807.005823 + Penalty 13519.931023 = -16584287.074800
  nChanged 12
		SP:Iteration 29Q (52451.320000 sec): 3 clusters
  Score: Raw -16597812.451077 + Penalty 13519.931023 = -16584292.520054
  nChanged 10
		SP:Iteration 30Q (52451.680000 sec): 3 clusters
  Score: Raw -16597816.850107 + Penalty 13519.931023 = -16584296.919084
  nChanged 10
		SP:Iteration 31Q (52452.060000 sec): 3 clusters
  Score: Raw -16597821.205481 + Penalty 13519.931023 = -16584301.274458
  nChanged 16
		SP:Iteration 32Q (52452.430000 sec): 3 clusters
  Score: Raw -16597827.848330 + Penalty 13519.931023 = -16584307.917308
  nChanged 9
		SP:Iteration 33Q (52452.800000 sec): 3 clusters
  Score: Raw -16597831.281742 + Penalty 13519.931023 = -16584311.350719
  nChanged 9
		SP:Iteration 34Q (52453.160000 sec): 3 clusters
  Score: Raw -16597834.590268 + Penalty 13519.931023 = -16584314.659245
  nChanged 5
		SP:Iteration 35Q (52453.540000 sec): 3 clusters
  Score: Raw -16597836.301975 + Penalty 13519.931023 = -16584316.370952
  nChanged 7
		SP:Iteration 36Q (52453.910000 sec): 3 clusters
  Score: Raw -16597838.648811 + Penalty 13519.931023 = -16584318.717788
  nChanged 9
		SP:Iteration 37Q (52454.270000 sec): 3 clusters
  Score: Raw -16597842.088091 + Penalty 13519.931023 = -16584322.157068
  nChanged 8
		SP:Iteration 38Q (52454.640000 sec): 3 clusters
  Score: Raw -16597844.814183 + Penalty 13519.931023 = -16584324.883160
  nChanged 7
		SP:Iteration 39Q (52455.010000 sec): 3 clusters
  Score: Raw -16597847.106090 + Penalty 13519.931023 = -16584327.175068
  nChanged 1
		SP:Iteration 40F (52455.470000 sec): 3 clusters
  Score: Raw -16597847.253012 + Penalty 13519.931023 = -16584327.321989
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (17091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52455.620000 sec): 2 clusters
  Score: Raw -4528171.660618 + Penalty 5969.613214 = -4522202.047404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52455.750000 sec): 3 clusters
  Score: Raw -4519556.067437 + Penalty 11939.226428 = -4507616.841009
  nChanged 6729
		SP:Iteration 1F (52455.880000 sec): 3 clusters
  Score: Raw -4523242.749035 + Penalty 11939.226428 = -4511303.522607
  nChanged 1220
		SP:Iteration 2F (52456.010000 sec): 3 clusters
  Score: Raw -4523889.050132 + Penalty 11939.226428 = -4511949.823704
  nChanged 868
		SP:Iteration 3F (52456.140000 sec): 3 clusters
  Score: Raw -4524318.056006 + Penalty 11939.226428 = -4512378.829578
  nChanged 684
		SP:Iteration 4Q (52456.270000 sec): 3 clusters
  Score: Raw -4524686.504757 + Penalty 11939.226428 = -4512747.278329
  nChanged 654
		SP:Iteration 5Q (52456.400000 sec): 3 clusters
  Score: Raw -4525038.888875 + Penalty 11939.226428 = -4513099.662447
  nChanged 599
		SP:Iteration 6Q (52456.530000 sec): 3 clusters
  Score: Raw -4525342.282012 + Penalty 11939.226428 = -4513403.055584
  nChanged 539
		SP:Iteration 7Q (52456.660000 sec): 3 clusters
  Score: Raw -4525615.157204 + Penalty 11939.226428 = -4513675.930776
  nChanged 557
		SP:Iteration 8Q (52456.790000 sec): 3 clusters
  Score: Raw -4525890.093171 + Penalty 11939.226428 = -4513950.866743
  nChanged 523
		SP:Iteration 9Q (52456.920000 sec): 3 clusters
  Score: Raw -4526149.675211 + Penalty 11939.226428 = -4514210.448783
  nChanged 504
		SP:Iteration 10Q (52457.050000 sec): 3 clusters
  Score: Raw -4526414.816993 + Penalty 11939.226428 = -4514475.590565
  nChanged 497
		SP:Iteration 11Q (52457.170000 sec): 3 clusters
  Score: Raw -4526677.944447 + Penalty 11939.226428 = -4514738.718019
  nChanged 491
		SP:Iteration 12Q (52457.310000 sec): 3 clusters
  Score: Raw -4526957.781184 + Penalty 11939.226428 = -4515018.554756
  nChanged 480
		SP:Iteration 13Q (52457.430000 sec): 3 clusters
  Score: Raw -4527235.405239 + Penalty 11939.226428 = -4515296.178811
  nChanged 445
		SP:Iteration 14Q (52457.560000 sec): 3 clusters
  Score: Raw -4527491.116302 + Penalty 11939.226428 = -4515551.889874
  nChanged 400
		SP:Iteration 15Q (52457.690000 sec): 3 clusters
  Score: Raw -4527742.932575 + Penalty 11939.226428 = -4515803.706148
  nChanged 395
		SP:Iteration 16Q (52457.820000 sec): 3 clusters
  Score: Raw -4527983.765498 + Penalty 11939.226428 = -4516044.539070
  nChanged 339
		SP:Iteration 17Q (52457.950000 sec): 3 clusters
  Score: Raw -4528194.797467 + Penalty 11939.226428 = -4516255.571039
  nChanged 290
		SP:Iteration 18Q (52458.070000 sec): 3 clusters
  Score: Raw -4528374.821484 + Penalty 11939.226428 = -4516435.595056
  nChanged 254
		SP:Iteration 19Q (52458.200000 sec): 3 clusters
  Score: Raw -4528544.932921 + Penalty 11939.226428 = -4516605.706493
  nChanged 228
		SP:Iteration 20F (52458.330000 sec): 3 clusters
  Score: Raw -4528683.596439 + Penalty 11939.226428 = -4516744.370011
  nChanged 191
		SP:Iteration 21Q (52458.450000 sec): 3 clusters
  Score: Raw -4528794.220950 + Penalty 11939.226428 = -4516854.994522
  nChanged 139
		SP:Iteration 22Q (52458.580000 sec): 3 clusters
  Score: Raw -4528877.642921 + Penalty 11939.226428 = -4516938.416493
  nChanged 129
		SP:Iteration 23Q (52458.700000 sec): 3 clusters
  Score: Raw -4528951.291450 + Penalty 11939.226428 = -4517012.065022
  nChanged 96
		SP:Iteration 24Q (52458.820000 sec): 3 clusters
  Score: Raw -4529008.120468 + Penalty 11939.226428 = -4517068.894040
  nChanged 82
		SP:Iteration 25Q (52458.950000 sec): 3 clusters
  Score: Raw -4529055.909574 + Penalty 11939.226428 = -4517116.683146
  nChanged 76
		SP:Iteration 26Q (52459.060000 sec): 3 clusters
  Score: Raw -4529101.430123 + Penalty 11939.226428 = -4517162.203695
  nChanged 60
		SP:Iteration 27Q (52459.180000 sec): 3 clusters
  Score: Raw -4529134.084720 + Penalty 11939.226428 = -4517194.858292
  nChanged 52
		SP:Iteration 28Q (52459.300000 sec): 3 clusters
  Score: Raw -4529161.278914 + Penalty 11939.226428 = -4517222.052486
  nChanged 42
		SP:Iteration 29Q (52459.420000 sec): 3 clusters
  Score: Raw -4529181.515732 + Penalty 11939.226428 = -4517242.289304
  nChanged 24
		SP:Iteration 30Q (52459.540000 sec): 3 clusters
  Score: Raw -4529194.681863 + Penalty 11939.226428 = -4517255.455435
  nChanged 24
		SP:Iteration 31Q (52459.650000 sec): 3 clusters
  Score: Raw -4529206.141585 + Penalty 11939.226428 = -4517266.915157
  nChanged 18
		SP:Iteration 32Q (52459.770000 sec): 3 clusters
  Score: Raw -4529216.950635 + Penalty 11939.226428 = -4517277.724207
  nChanged 22
		SP:Iteration 33Q (52459.890000 sec): 3 clusters
  Score: Raw -4529228.263490 + Penalty 11939.226428 = -4517289.037062
  nChanged 16
		SP:Iteration 34Q (52460.000000 sec): 3 clusters
  Score: Raw -4529237.714102 + Penalty 11939.226428 = -4517298.487674
  nChanged 14
		SP:Iteration 35Q (52460.120000 sec): 3 clusters
  Score: Raw -4529244.322770 + Penalty 11939.226428 = -4517305.096342
  nChanged 6
		SP:Iteration 36Q (52460.230000 sec): 3 clusters
  Score: Raw -4529248.135295 + Penalty 11939.226428 = -4517308.908867
  nChanged 8
		SP:Iteration 37Q (52460.350000 sec): 3 clusters
  Score: Raw -4529251.430122 + Penalty 11939.226428 = -4517312.203694
  nChanged 5
		SP:Iteration 38Q (52460.460000 sec): 3 clusters
  Score: Raw -4529253.998766 + Penalty 11939.226428 = -4517314.772338
  nChanged 3
		SP:Iteration 39Q (52460.580000 sec): 3 clusters
  Score: Raw -4529256.097317 + Penalty 11939.226428 = -4517316.870890
  nChanged 6
		SP:Iteration 40F (52460.710000 sec): 3 clusters
  Score: Raw -4529258.507305 + Penalty 11939.226428 = -4517319.280877
  nChanged 6
		SP:Iteration 41Q (52460.830000 sec): 3 clusters
  Score: Raw -4529261.147303 + Penalty 11939.226428 = -4517321.920875
  nChanged 6
		SP:Iteration 42Q (52460.940000 sec): 3 clusters
  Score: Raw -4529263.248300 + Penalty 11939.226428 = -4517324.021872
  nChanged 4
		SP:Iteration 43Q (52461.060000 sec): 3 clusters
  Score: Raw -4529265.188807 + Penalty 11939.226428 = -4517325.962379
  nChanged 7
		SP:Iteration 44Q (52461.170000 sec): 3 clusters
  Score: Raw -4529267.361186 + Penalty 11939.226428 = -4517328.134758
  nChanged 4
		SP:Iteration 45Q (52461.290000 sec): 3 clusters
  Score: Raw -4529268.962092 + Penalty 11939.226428 = -4517329.735664
  nChanged 3
		SP:Iteration 46Q (52461.400000 sec): 3 clusters
  Score: Raw -4529270.161189 + Penalty 11939.226428 = -4517330.934761
  nChanged 3
		SP:Iteration 47Q (52461.520000 sec): 3 clusters
  Score: Raw -4529271.465665 + Penalty 11939.226428 = -4517332.239237
  nChanged 2
		SP:Iteration 48Q (52461.640000 sec): 3 clusters
  Score: Raw -4529272.400590 + Penalty 11939.226428 = -4517333.174162
  nChanged 1
		SP:Iteration 49Q (52461.750000 sec): 3 clusters
  Score: Raw -4529273.302920 + Penalty 11939.226428 = -4517334.076492
  nChanged 4
		SP:Iteration 50Q (52461.860000 sec): 3 clusters
  Score: Raw -4529275.748216 + Penalty 11939.226428 = -4517336.521788
  nChanged 5
		SP:Iteration 51Q (52461.980000 sec): 3 clusters
  Score: Raw -4529278.454573 + Penalty 11939.226428 = -4517339.228145
  nChanged 5
		SP:Iteration 52Q (52462.100000 sec): 3 clusters
  Score: Raw -4529281.483003 + Penalty 11939.226428 = -4517342.256575
  nChanged 3
		SP:Iteration 53Q (52462.210000 sec): 3 clusters
  Score: Raw -4529282.541814 + Penalty 11939.226428 = -4517343.315386
  nChanged 5
		SP:Iteration 54Q (52462.320000 sec): 3 clusters
  Score: Raw -4529286.135924 + Penalty 11939.226428 = -4517346.909496
  nChanged 4
		SP:Iteration 55Q (52462.440000 sec): 3 clusters
  Score: Raw -4529288.969270 + Penalty 11939.226428 = -4517349.742842
  nChanged 4
		SP:Iteration 56Q (52462.550000 sec): 3 clusters
  Score: Raw -4529290.460857 + Penalty 11939.226428 = -4517351.234429
  nChanged 2
		SP:Iteration 57Q (52462.670000 sec): 3 clusters
  Score: Raw -4529291.115620 + Penalty 11939.226428 = -4517351.889192
  nChanged 1
		SP:Iteration 58Q (52462.780000 sec): 3 clusters
  Score: Raw -4529291.573035 + Penalty 11939.226428 = -4517352.346607
  nChanged 2
		SP:Iteration 59Q (52462.900000 sec): 3 clusters
  Score: Raw -4529292.509107 + Penalty 11939.226428 = -4517353.282679
  nChanged 2
		SP:Iteration 60F (52463.030000 sec): 3 clusters
  Score: Raw -4529293.590666 + Penalty 11939.226428 = -4517354.364238
  nChanged 1
		SP:Iteration 61Q (52463.140000 sec): 3 clusters
  Score: Raw -4529294.340921 + Penalty 11939.226428 = -4517355.114493
  nChanged 1
		SP:Iteration 62Q (52463.260000 sec): 3 clusters
  Score: Raw -4529294.768730 + Penalty 11939.226428 = -4517355.542302
  nChanged 2
		SP:Iteration 63Q (52463.370000 sec): 3 clusters
  Score: Raw -4529296.516599 + Penalty 11939.226428 = -4517357.290172
  nChanged 2
		SP:Iteration 64Q (52463.480000 sec): 3 clusters
  Score: Raw -4529297.717605 + Penalty 11939.226428 = -4517358.491177
  nChanged 1
		SP:Iteration 65Q (52463.600000 sec): 3 clusters
  Score: Raw -4529298.318402 + Penalty 11939.226428 = -4517359.091974
  nChanged 1
		SP:Iteration 66Q (52463.720000 sec): 3 clusters
  Score: Raw -4529298.840754 + Penalty 11939.226428 = -4517359.614326
  nChanged 2
		SP:Iteration 67Q (52463.830000 sec): 3 clusters
  Score: Raw -4529300.792882 + Penalty 11939.226428 = -4517361.566454
  nChanged 3
		SP:Iteration 68Q (52463.940000 sec): 3 clusters
  Score: Raw -4529301.817707 + Penalty 11939.226428 = -4517362.591279
  nChanged 2
		SP:Iteration 69Q (52464.060000 sec): 3 clusters
  Score: Raw -4529302.326672 + Penalty 11939.226428 = -4517363.100244
  nChanged 2
		SP:Iteration 70Q (52464.170000 sec): 3 clusters
  Score: Raw -4529303.056930 + Penalty 11939.226428 = -4517363.830502
  nChanged 2
		SP:Iteration 71Q (52464.290000 sec): 3 clusters
  Score: Raw -4529303.672391 + Penalty 11939.226428 = -4517364.445963
  nChanged 1
		SP:Iteration 72Q (52464.400000 sec): 3 clusters
  Score: Raw -4529304.201552 + Penalty 11939.226428 = -4517364.975124
  nChanged 0
		SP:Iteration 73F (52464.530000 sec): 3 clusters
  Score: Raw -4529304.201552 + Penalty 11939.226428 = -4517364.975124
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (45682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52464.840000 sec): 2 clusters
  Score: Raw -11972249.060247 + Penalty 6571.794021 = -11965677.266226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52465.200000 sec): 3 clusters
  Score: Raw -11946103.330565 + Penalty 13143.588042 = -11932959.742523
  nChanged 19932
		SP:Iteration 1F (52465.550000 sec): 3 clusters
  Score: Raw -11956703.770340 + Penalty 13143.588042 = -11943560.182298
  nChanged 2499
		SP:Iteration 2F (52465.900000 sec): 3 clusters
  Score: Raw -11957679.639724 + Penalty 13143.588042 = -11944536.051682
  nChanged 2200
		SP:Iteration 3Q (52466.250000 sec): 3 clusters
  Score: Raw -11958511.284637 + Penalty 13143.588042 = -11945367.696595
  nChanged 1884
		SP:Iteration 4Q (52466.600000 sec): 3 clusters
  Score: Raw -11959232.998594 + Penalty 13143.588042 = -11946089.410551
  nChanged 1780
		SP:Iteration 5Q (52466.960000 sec): 3 clusters
  Score: Raw -11959923.632834 + Penalty 13143.588042 = -11946780.044792
  nChanged 1748
		SP:Iteration 6Q (52467.310000 sec): 3 clusters
  Score: Raw -11960647.799245 + Penalty 13143.588042 = -11947504.211203
  nChanged 1789
		SP:Iteration 7Q (52467.660000 sec): 3 clusters
  Score: Raw -11961490.417589 + Penalty 13143.588042 = -11948346.829547
  nChanged 1909
		SP:Iteration 8Q (52468.010000 sec): 3 clusters
  Score: Raw -11962399.512264 + Penalty 13143.588042 = -11949255.924222
  nChanged 2026
		SP:Iteration 9Q (52468.360000 sec): 3 clusters
  Score: Raw -11963357.845988 + Penalty 13143.588042 = -11950214.257946
  nChanged 2027
		SP:Iteration 10Q (52468.710000 sec): 3 clusters
  Score: Raw -11964308.705127 + Penalty 13143.588042 = -11951165.117085
  nChanged 1981
		SP:Iteration 11Q (52469.060000 sec): 3 clusters
  Score: Raw -11965235.786719 + Penalty 13143.588042 = -11952092.198677
  nChanged 1863
		SP:Iteration 12Q (52469.410000 sec): 3 clusters
  Score: Raw -11966145.804245 + Penalty 13143.588042 = -11953002.216203
  nChanged 1741
		SP:Iteration 13Q (52469.760000 sec): 3 clusters
  Score: Raw -11966958.953159 + Penalty 13143.588042 = -11953815.365117
  nChanged 1562
		SP:Iteration 14Q (52470.100000 sec): 3 clusters
  Score: Raw -11967702.172948 + Penalty 13143.588042 = -11954558.584906
  nChanged 1428
		SP:Iteration 15Q (52470.450000 sec): 3 clusters
  Score: Raw -11968402.076947 + Penalty 13143.588042 = -11955258.488905
  nChanged 1346
		SP:Iteration 16Q (52470.800000 sec): 3 clusters
  Score: Raw -11969099.189873 + Penalty 13143.588042 = -11955955.601831
  nChanged 1170
		SP:Iteration 17Q (52471.140000 sec): 3 clusters
  Score: Raw -11969714.204924 + Penalty 13143.588042 = -11956570.616882
  nChanged 1088
		SP:Iteration 18Q (52471.490000 sec): 3 clusters
  Score: Raw -11970322.151248 + Penalty 13143.588042 = -11957178.563206
  nChanged 1050
		SP:Iteration 19Q (52471.830000 sec): 3 clusters
  Score: Raw -11970935.091837 + Penalty 13143.588042 = -11957791.503795
  nChanged 929
		SP:Iteration 20F (52472.180000 sec): 3 clusters
  Score: Raw -11971487.177256 + Penalty 13143.588042 = -11958343.589214
  nChanged 858
		SP:Iteration 21Q (52472.520000 sec): 3 clusters
  Score: Raw -11972005.867665 + Penalty 13143.588042 = -11958862.279623
  nChanged 724
		SP:Iteration 22Q (52472.870000 sec): 3 clusters
  Score: Raw -11972444.768064 + Penalty 13143.588042 = -11959301.180022
  nChanged 618
		SP:Iteration 23Q (52473.210000 sec): 3 clusters
  Score: Raw -11972839.041629 + Penalty 13143.588042 = -11959695.453587
  nChanged 495
		SP:Iteration 24Q (52473.550000 sec): 3 clusters
  Score: Raw -11973157.513361 + Penalty 13143.588042 = -11960013.925319
  nChanged 358
		SP:Iteration 25Q (52473.880000 sec): 3 clusters
  Score: Raw -11973366.006617 + Penalty 13143.588042 = -11960222.418575
  nChanged 237
		SP:Iteration 26Q (52474.200000 sec): 3 clusters
  Score: Raw -11973498.975075 + Penalty 13143.588042 = -11960355.387033
  nChanged 211
		SP:Iteration 27Q (52474.520000 sec): 3 clusters
  Score: Raw -11973622.261645 + Penalty 13143.588042 = -11960478.673603
  nChanged 181
		SP:Iteration 28Q (52474.830000 sec): 3 clusters
  Score: Raw -11973740.408824 + Penalty 13143.588042 = -11960596.820782
  nChanged 150
		SP:Iteration 29Q (52475.140000 sec): 3 clusters
  Score: Raw -11973849.261387 + Penalty 13143.588042 = -11960705.673345
  nChanged 133
		SP:Iteration 30Q (52475.440000 sec): 3 clusters
  Score: Raw -11973937.568516 + Penalty 13143.588042 = -11960793.980474
  nChanged 104
		SP:Iteration 31Q (52475.730000 sec): 3 clusters
  Score: Raw -11974003.916650 + Penalty 13143.588042 = -11960860.328608
  nChanged 76
		SP:Iteration 32Q (52476.020000 sec): 3 clusters
  Score: Raw -11974053.939447 + Penalty 13143.588042 = -11960910.351405
  nChanged 63
		SP:Iteration 33Q (52476.300000 sec): 3 clusters
  Score: Raw -11974088.813736 + Penalty 13143.588042 = -11960945.225694
  nChanged 40
		SP:Iteration 34Q (52476.570000 sec): 3 clusters
  Score: Raw -11974113.641257 + Penalty 13143.588042 = -11960970.053215
  nChanged 37
		SP:Iteration 35Q (52476.850000 sec): 3 clusters
  Score: Raw -11974134.325356 + Penalty 13143.588042 = -11960990.737314
  nChanged 40
		SP:Iteration 36Q (52477.120000 sec): 3 clusters
  Score: Raw -11974160.155034 + Penalty 13143.588042 = -11961016.566992
  nChanged 28
		SP:Iteration 37Q (52477.390000 sec): 3 clusters
  Score: Raw -11974175.620763 + Penalty 13143.588042 = -11961032.032721
  nChanged 31
		SP:Iteration 38Q (52477.660000 sec): 3 clusters
  Score: Raw -11974189.287463 + Penalty 13143.588042 = -11961045.699421
  nChanged 15
		SP:Iteration 39Q (52477.940000 sec): 3 clusters
  Score: Raw -11974196.321520 + Penalty 13143.588042 = -11961052.733478
  nChanged 12
		SP:Iteration 40F (52478.280000 sec): 3 clusters
  Score: Raw -11974203.495351 + Penalty 13143.588042 = -11961059.907309
  nChanged 11
		SP:Iteration 41Q (52478.540000 sec): 3 clusters
  Score: Raw -11974209.093868 + Penalty 13143.588042 = -11961065.505826
  nChanged 3
		SP:Iteration 42Q (52478.810000 sec): 3 clusters
  Score: Raw -11974210.355083 + Penalty 13143.588042 = -11961066.767041
  nChanged 2
		SP:Iteration 43Q (52479.080000 sec): 3 clusters
  Score: Raw -11974211.112192 + Penalty 13143.588042 = -11961067.524150
  nChanged 2
		SP:Iteration 44Q (52479.350000 sec): 3 clusters
  Score: Raw -11974211.519397 + Penalty 13143.588042 = -11961067.931355
  nChanged 0
		SP:Iteration 45F (52479.690000 sec): 3 clusters
  Score: Raw -11974211.519397 + Penalty 13143.588042 = -11961067.931355
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52479.730000 sec): 2 clusters
  Score: Raw -377027.297867 + Penalty 4480.163610 = -372547.134257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52479.740000 sec): 3 clusters
  Score: Raw -376991.232457 + Penalty 8960.327220 = -368030.905238
  nChanged 328
		SP:Iteration 1F (52479.760000 sec): 3 clusters
  Score: Raw -377490.161004 + Penalty 8960.327220 = -368529.833784
  nChanged 75
		SP:Iteration 2Q (52479.760000 sec): 3 clusters
  Score: Raw -377639.085556 + Penalty 8960.327220 = -368678.758337
  nChanged 34
		SP:Iteration 3Q (52479.780000 sec): 3 clusters
  Score: Raw -377714.007454 + Penalty 8960.327220 = -368753.680235
  nChanged 23
		SP:Iteration 4Q (52479.790000 sec): 3 clusters
  Score: Raw -377780.670786 + Penalty 8960.327220 = -368820.343566
  nChanged 27
		SP:Iteration 5Q (52479.800000 sec): 3 clusters
  Score: Raw -377847.576905 + Penalty 8960.327220 = -368887.249686
  nChanged 17
		SP:Iteration 6Q (52479.810000 sec): 3 clusters
  Score: Raw -377887.103656 + Penalty 8960.327220 = -368926.776436
  nChanged 15
		SP:Iteration 7Q (52479.820000 sec): 3 clusters
  Score: Raw -377908.272602 + Penalty 8960.327220 = -368947.945382
  nChanged 7
		SP:Iteration 8Q (52479.830000 sec): 3 clusters
  Score: Raw -377917.452422 + Penalty 8960.327220 = -368957.125202
  nChanged 1
		SP:Iteration 9Q (52479.840000 sec): 3 clusters
  Score: Raw -377918.759359 + Penalty 8960.327220 = -368958.432140
  nChanged 1
		SP:Iteration 10Q (52479.850000 sec): 3 clusters
  Score: Raw -377920.570694 + Penalty 8960.327220 = -368960.243474
  nChanged 1
		SP:Iteration 11Q (52479.860000 sec): 3 clusters
  Score: Raw -377921.457662 + Penalty 8960.327220 = -368961.130442
  nChanged 0
		SP:Iteration 12F (52479.870000 sec): 3 clusters
  Score: Raw -377921.457662 + Penalty 8960.327220 = -368961.130442
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (7303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52479.920000 sec): 2 clusters
  Score: Raw -1940705.534818 + Penalty 5448.824807 = -1935256.710011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52479.980000 sec): 3 clusters
  Score: Raw -1937646.632414 + Penalty 10897.649614 = -1926748.982799
  nChanged 2461
		SP:Iteration 1F (52480.030000 sec): 3 clusters
  Score: Raw -1939178.590154 + Penalty 10897.649614 = -1928280.940539
  nChanged 585
		SP:Iteration 2F (52480.090000 sec): 3 clusters
  Score: Raw -1939591.814221 + Penalty 10897.649614 = -1928694.164606
  nChanged 356
		SP:Iteration 3Q (52480.140000 sec): 3 clusters
  Score: Raw -1939844.722382 + Penalty 10897.649614 = -1928947.072768
  nChanged 241
		SP:Iteration 4Q (52480.190000 sec): 3 clusters
  Score: Raw -1939998.587657 + Penalty 10897.649614 = -1929100.938042
  nChanged 171
		SP:Iteration 5Q (52480.250000 sec): 3 clusters
  Score: Raw -1940097.886901 + Penalty 10897.649614 = -1929200.237286
  nChanged 143
		SP:Iteration 6Q (52480.300000 sec): 3 clusters
  Score: Raw -1940176.946280 + Penalty 10897.649614 = -1929279.296665
  nChanged 112
		SP:Iteration 7Q (52480.360000 sec): 3 clusters
  Score: Raw -1940236.666023 + Penalty 10897.649614 = -1929339.016409
  nChanged 105
		SP:Iteration 8Q (52480.410000 sec): 3 clusters
  Score: Raw -1940297.336754 + Penalty 10897.649614 = -1929399.687139
  nChanged 107
		SP:Iteration 9Q (52480.460000 sec): 3 clusters
  Score: Raw -1940363.634573 + Penalty 10897.649614 = -1929465.984959
  nChanged 106
		SP:Iteration 10Q (52480.520000 sec): 3 clusters
  Score: Raw -1940419.535536 + Penalty 10897.649614 = -1929521.885921
  nChanged 80
		SP:Iteration 11Q (52480.570000 sec): 3 clusters
  Score: Raw -1940465.599081 + Penalty 10897.649614 = -1929567.949467
  nChanged 88
		SP:Iteration 12Q (52480.620000 sec): 3 clusters
  Score: Raw -1940515.000241 + Penalty 10897.649614 = -1929617.350626
  nChanged 88
		SP:Iteration 13Q (52480.680000 sec): 3 clusters
  Score: Raw -1940562.386372 + Penalty 10897.649614 = -1929664.736758
  nChanged 94
		SP:Iteration 14Q (52480.730000 sec): 3 clusters
  Score: Raw -1940614.055845 + Penalty 10897.649614 = -1929716.406230
  nChanged 89
		SP:Iteration 15Q (52480.780000 sec): 3 clusters
  Score: Raw -1940662.305277 + Penalty 10897.649614 = -1929764.655662
  nChanged 82
		SP:Iteration 16Q (52480.840000 sec): 3 clusters
  Score: Raw -1940705.282940 + Penalty 10897.649614 = -1929807.633326
  nChanged 82
		SP:Iteration 17Q (52480.890000 sec): 3 clusters
  Score: Raw -1940744.739829 + Penalty 10897.649614 = -1929847.090214
  nChanged 73
		SP:Iteration 18Q (52480.940000 sec): 3 clusters
  Score: Raw -1940788.051262 + Penalty 10897.649614 = -1929890.401647
  nChanged 71
		SP:Iteration 19Q (52481.000000 sec): 3 clusters
  Score: Raw -1940826.521470 + Penalty 10897.649614 = -1929928.871855
  nChanged 80
		SP:Iteration 20F (52481.050000 sec): 3 clusters
  Score: Raw -1940873.256954 + Penalty 10897.649614 = -1929975.607339
  nChanged 74
		SP:Iteration 21Q (52481.100000 sec): 3 clusters
  Score: Raw -1940917.431389 + Penalty 10897.649614 = -1930019.781774
  nChanged 76
		SP:Iteration 22Q (52481.160000 sec): 3 clusters
  Score: Raw -1940956.236957 + Penalty 10897.649614 = -1930058.587342
  nChanged 63
		SP:Iteration 23Q (52481.210000 sec): 3 clusters
  Score: Raw -1940991.968715 + Penalty 10897.649614 = -1930094.319100
  nChanged 58
		SP:Iteration 24Q (52481.260000 sec): 3 clusters
  Score: Raw -1941021.642010 + Penalty 10897.649614 = -1930123.992395
  nChanged 50
		SP:Iteration 25Q (52481.320000 sec): 3 clusters
  Score: Raw -1941048.980559 + Penalty 10897.649614 = -1930151.330945
  nChanged 52
		SP:Iteration 26Q (52481.370000 sec): 3 clusters
  Score: Raw -1941076.565655 + Penalty 10897.649614 = -1930178.916041
  nChanged 45
		SP:Iteration 27Q (52481.420000 sec): 3 clusters
  Score: Raw -1941100.211625 + Penalty 10897.649614 = -1930202.562011
  nChanged 22
		SP:Iteration 28Q (52481.480000 sec): 3 clusters
  Score: Raw -1941109.934990 + Penalty 10897.649614 = -1930212.285376
  nChanged 25
		SP:Iteration 29Q (52481.530000 sec): 3 clusters
  Score: Raw -1941121.502233 + Penalty 10897.649614 = -1930223.852619
  nChanged 26
		SP:Iteration 30Q (52481.580000 sec): 3 clusters
  Score: Raw -1941133.837984 + Penalty 10897.649614 = -1930236.188370
  nChanged 22
		SP:Iteration 31Q (52481.640000 sec): 3 clusters
  Score: Raw -1941143.736179 + Penalty 10897.649614 = -1930246.086564
  nChanged 16
		SP:Iteration 32Q (52481.690000 sec): 3 clusters
  Score: Raw -1941152.038679 + Penalty 10897.649614 = -1930254.389065
  nChanged 19
		SP:Iteration 33Q (52481.740000 sec): 3 clusters
  Score: Raw -1941161.529386 + Penalty 10897.649614 = -1930263.879772
  nChanged 20
		SP:Iteration 34Q (52481.800000 sec): 3 clusters
  Score: Raw -1941170.466802 + Penalty 10897.649614 = -1930272.817188
  nChanged 24
		SP:Iteration 35Q (52481.850000 sec): 3 clusters
  Score: Raw -1941182.236042 + Penalty 10897.649614 = -1930284.586427
  nChanged 20
		SP:Iteration 36Q (52481.900000 sec): 3 clusters
  Score: Raw -1941191.822668 + Penalty 10897.649614 = -1930294.173054
  nChanged 17
		SP:Iteration 37Q (52481.960000 sec): 3 clusters
  Score: Raw -1941201.364285 + Penalty 10897.649614 = -1930303.714671
  nChanged 18
		SP:Iteration 38Q (52482.010000 sec): 3 clusters
  Score: Raw -1941210.533735 + Penalty 10897.649614 = -1930312.884121
  nChanged 30
		SP:Iteration 39Q (52482.060000 sec): 3 clusters
  Score: Raw -1941227.118148 + Penalty 10897.649614 = -1930329.468534
  nChanged 32
		SP:Iteration 40F (52482.120000 sec): 3 clusters
  Score: Raw -1941243.874716 + Penalty 10897.649614 = -1930346.225101
  nChanged 32
		SP:Iteration 41Q (52482.170000 sec): 3 clusters
  Score: Raw -1941259.416384 + Penalty 10897.649614 = -1930361.766770
  nChanged 23
		SP:Iteration 42Q (52482.220000 sec): 3 clusters
  Score: Raw -1941271.206105 + Penalty 10897.649614 = -1930373.556491
  nChanged 22
		SP:Iteration 43Q (52482.280000 sec): 3 clusters
  Score: Raw -1941281.784952 + Penalty 10897.649614 = -1930384.135338
  nChanged 14
		SP:Iteration 44Q (52482.330000 sec): 3 clusters
  Score: Raw -1941287.401507 + Penalty 10897.649614 = -1930389.751892
  nChanged 8
		SP:Iteration 45Q (52482.380000 sec): 3 clusters
  Score: Raw -1941291.116858 + Penalty 10897.649614 = -1930393.467244
  nChanged 10
		SP:Iteration 46Q (52482.440000 sec): 3 clusters
  Score: Raw -1941295.925390 + Penalty 10897.649614 = -1930398.275776
  nChanged 11
		SP:Iteration 47Q (52482.490000 sec): 3 clusters
  Score: Raw -1941302.744510 + Penalty 10897.649614 = -1930405.094896
  nChanged 15
		SP:Iteration 48Q (52482.540000 sec): 3 clusters
  Score: Raw -1941309.781609 + Penalty 10897.649614 = -1930412.131995
  nChanged 15
		SP:Iteration 49Q (52482.600000 sec): 3 clusters
  Score: Raw -1941316.659814 + Penalty 10897.649614 = -1930419.010199
  nChanged 14
		SP:Iteration 50Q (52482.650000 sec): 3 clusters
  Score: Raw -1941322.555585 + Penalty 10897.649614 = -1930424.905970
  nChanged 12
		SP:Iteration 51Q (52482.700000 sec): 3 clusters
  Score: Raw -1941327.613238 + Penalty 10897.649614 = -1930429.963623
  nChanged 11
		SP:Iteration 52Q (52482.760000 sec): 3 clusters
  Score: Raw -1941331.788615 + Penalty 10897.649614 = -1930434.139001
  nChanged 7
		SP:Iteration 53Q (52482.810000 sec): 3 clusters
  Score: Raw -1941334.736540 + Penalty 10897.649614 = -1930437.086925
  nChanged 2
		SP:Iteration 54Q (52482.860000 sec): 3 clusters
  Score: Raw -1941335.546613 + Penalty 10897.649614 = -1930437.896998
  nChanged 2
		SP:Iteration 55Q (52482.920000 sec): 3 clusters
  Score: Raw -1941336.430075 + Penalty 10897.649614 = -1930438.780460
  nChanged 1
		SP:Iteration 56Q (52482.970000 sec): 3 clusters
  Score: Raw -1941336.691416 + Penalty 10897.649614 = -1930439.041801
  nChanged 0
		SP:Iteration 57F (52483.020000 sec): 3 clusters
  Score: Raw -1941336.691416 + Penalty 10897.649614 = -1930439.041801
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (64084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52483.470000 sec): 2 clusters
  Score: Raw -17537100.253927 + Penalty 6779.119376 = -17530321.134551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52483.950000 sec): 3 clusters
  Score: Raw -17498987.697226 + Penalty 13558.238752 = -17485429.458474
  nChanged 28676
		SP:Iteration 1F (52484.440000 sec): 3 clusters
  Score: Raw -17514647.199531 + Penalty 13558.238752 = -17501088.960779
  nChanged 3181
		SP:Iteration 2Q (52484.930000 sec): 3 clusters
  Score: Raw -17515817.311208 + Penalty 13558.238752 = -17502259.072456
  nChanged 2903
		SP:Iteration 3Q (52485.430000 sec): 3 clusters
  Score: Raw -17517029.933368 + Penalty 13558.238752 = -17503471.694616
  nChanged 2912
		SP:Iteration 4Q (52485.920000 sec): 3 clusters
  Score: Raw -17518468.844994 + Penalty 13558.238752 = -17504910.606242
  nChanged 3055
		SP:Iteration 5Q (52486.410000 sec): 3 clusters
  Score: Raw -17520102.661698 + Penalty 13558.238752 = -17506544.422946
  nChanged 3153
		SP:Iteration 6Q (52486.900000 sec): 3 clusters
  Score: Raw -17521883.588860 + Penalty 13558.238752 = -17508325.350108
  nChanged 3358
		SP:Iteration 7F (52487.390000 sec): 3 clusters
  Score: Raw -17523762.393895 + Penalty 13558.238752 = -17510204.155143
  nChanged 3272
		SP:Iteration 8F (52487.870000 sec): 3 clusters
  Score: Raw -17525500.895229 + Penalty 13558.238752 = -17511942.656477
  nChanged 3083
		SP:Iteration 9Q (52488.350000 sec): 3 clusters
  Score: Raw -17526992.234927 + Penalty 13558.238752 = -17513433.996175
  nChanged 2794
		SP:Iteration 10Q (52488.840000 sec): 3 clusters
  Score: Raw -17528317.841197 + Penalty 13558.238752 = -17514759.602445
  nChanged 2615
		SP:Iteration 11Q (52489.310000 sec): 3 clusters
  Score: Raw -17529559.709769 + Penalty 13558.238752 = -17516001.471016
  nChanged 2463
		SP:Iteration 12Q (52489.790000 sec): 3 clusters
  Score: Raw -17530823.328413 + Penalty 13558.238752 = -17517265.089661
  nChanged 2309
		SP:Iteration 13Q (52490.270000 sec): 3 clusters
  Score: Raw -17532152.962045 + Penalty 13558.238752 = -17518594.723293
  nChanged 2115
		SP:Iteration 14Q (52490.740000 sec): 3 clusters
  Score: Raw -17533692.008804 + Penalty 13558.238752 = -17520133.770052
  nChanged 1877
		SP:Iteration 15Q (52491.210000 sec): 3 clusters
  Score: Raw -17535112.625020 + Penalty 13558.238752 = -17521554.386268
  nChanged 1578
		SP:Iteration 16Q (52491.670000 sec): 3 clusters
  Score: Raw -17536122.463503 + Penalty 13558.238752 = -17522564.224750
  nChanged 1356
		SP:Iteration 17Q (52492.130000 sec): 3 clusters
  Score: Raw -17536851.030742 + Penalty 13558.238752 = -17523292.791990
  nChanged 1079
		SP:Iteration 18Q (52492.580000 sec): 3 clusters
  Score: Raw -17537358.227920 + Penalty 13558.238752 = -17523799.989168
  nChanged 871
		SP:Iteration 19Q (52493.020000 sec): 3 clusters
  Score: Raw -17537707.616624 + Penalty 13558.238752 = -17524149.377872
  nChanged 744
		SP:Iteration 20F (52493.510000 sec): 3 clusters
  Score: Raw -17537945.459143 + Penalty 13558.238752 = -17524387.220391
  nChanged 601
		SP:Iteration 21Q (52493.940000 sec): 3 clusters
  Score: Raw -17538113.979451 + Penalty 13558.238752 = -17524555.740699
  nChanged 538
		SP:Iteration 22Q (52494.370000 sec): 3 clusters
  Score: Raw -17538250.137694 + Penalty 13558.238752 = -17524691.898941
  nChanged 443
		SP:Iteration 23Q (52494.810000 sec): 3 clusters
  Score: Raw -17538348.739481 + Penalty 13558.238752 = -17524790.500729
  nChanged 399
		SP:Iteration 24Q (52495.230000 sec): 3 clusters
  Score: Raw -17538435.848655 + Penalty 13558.238752 = -17524877.609903
  nChanged 366
		SP:Iteration 25Q (52495.650000 sec): 3 clusters
  Score: Raw -17538509.766247 + Penalty 13558.238752 = -17524951.527495
  nChanged 325
		SP:Iteration 26Q (52496.070000 sec): 3 clusters
  Score: Raw -17538572.061168 + Penalty 13558.238752 = -17525013.822415
  nChanged 284
		SP:Iteration 27Q (52496.490000 sec): 3 clusters
  Score: Raw -17538630.008509 + Penalty 13558.238752 = -17525071.769757
  nChanged 290
		SP:Iteration 28Q (52496.910000 sec): 3 clusters
  Score: Raw -17538686.468257 + Penalty 13558.238752 = -17525128.229505
  nChanged 249
		SP:Iteration 29Q (52497.330000 sec): 3 clusters
  Score: Raw -17538735.531699 + Penalty 13558.238752 = -17525177.292947
  nChanged 236
		SP:Iteration 30Q (52497.740000 sec): 3 clusters
  Score: Raw -17538785.115622 + Penalty 13558.238752 = -17525226.876870
  nChanged 247
		SP:Iteration 31Q (52498.150000 sec): 3 clusters
  Score: Raw -17538830.372668 + Penalty 13558.238752 = -17525272.133915
  nChanged 210
		SP:Iteration 32Q (52498.560000 sec): 3 clusters
  Score: Raw -17538866.231507 + Penalty 13558.238752 = -17525307.992754
  nChanged 191
		SP:Iteration 33Q (52498.970000 sec): 3 clusters
  Score: Raw -17538897.221139 + Penalty 13558.238752 = -17525338.982386
  nChanged 178
		SP:Iteration 34Q (52499.370000 sec): 3 clusters
  Score: Raw -17538924.360680 + Penalty 13558.238752 = -17525366.121928
  nChanged 152
		SP:Iteration 35Q (52499.780000 sec): 3 clusters
  Score: Raw -17538949.102069 + Penalty 13558.238752 = -17525390.863317
  nChanged 130
		SP:Iteration 36Q (52500.190000 sec): 3 clusters
  Score: Raw -17538968.013519 + Penalty 13558.238752 = -17525409.774767
  nChanged 115
		SP:Iteration 37Q (52500.590000 sec): 3 clusters
  Score: Raw -17538984.362370 + Penalty 13558.238752 = -17525426.123618
  nChanged 110
		SP:Iteration 38Q (52500.990000 sec): 3 clusters
  Score: Raw -17539000.796405 + Penalty 13558.238752 = -17525442.557653
  nChanged 116
		SP:Iteration 39Q (52501.400000 sec): 3 clusters
  Score: Raw -17539018.665614 + Penalty 13558.238752 = -17525460.426862
  nChanged 139
		SP:Iteration 40F (52501.880000 sec): 3 clusters
  Score: Raw -17539039.584215 + Penalty 13558.238752 = -17525481.345463
  nChanged 122
		SP:Iteration 41Q (52502.290000 sec): 3 clusters
  Score: Raw -17539058.222752 + Penalty 13558.238752 = -17525499.984000
  nChanged 115
		SP:Iteration 42Q (52502.700000 sec): 3 clusters
  Score: Raw -17539076.919979 + Penalty 13558.238752 = -17525518.681227
  nChanged 132
		SP:Iteration 43Q (52503.100000 sec): 3 clusters
  Score: Raw -17539098.741987 + Penalty 13558.238752 = -17525540.503235
  nChanged 105
		SP:Iteration 44Q (52503.500000 sec): 3 clusters
  Score: Raw -17539116.980463 + Penalty 13558.238752 = -17525558.741711
  nChanged 123
		SP:Iteration 45Q (52503.900000 sec): 3 clusters
  Score: Raw -17539138.764990 + Penalty 13558.238752 = -17525580.526238
  nChanged 115
		SP:Iteration 46Q (52504.300000 sec): 3 clusters
  Score: Raw -17539157.791673 + Penalty 13558.238752 = -17525599.552921
  nChanged 104
		SP:Iteration 47Q (52504.700000 sec): 3 clusters
  Score: Raw -17539173.783017 + Penalty 13558.238752 = -17525615.544265
  nChanged 99
		SP:Iteration 48Q (52505.100000 sec): 3 clusters
  Score: Raw -17539190.262961 + Penalty 13558.238752 = -17525632.024209
  nChanged 106
		SP:Iteration 49Q (52505.500000 sec): 3 clusters
  Score: Raw -17539209.035814 + Penalty 13558.238752 = -17525650.797062
  nChanged 111
		SP:Iteration 50Q (52505.900000 sec): 3 clusters
  Score: Raw -17539226.168409 + Penalty 13558.238752 = -17525667.929656
  nChanged 97
		SP:Iteration 51Q (52506.300000 sec): 3 clusters
  Score: Raw -17539239.495306 + Penalty 13558.238752 = -17525681.256554
  nChanged 83
		SP:Iteration 52Q (52506.700000 sec): 3 clusters
  Score: Raw -17539249.941331 + Penalty 13558.238752 = -17525691.702579
  nChanged 82
		SP:Iteration 53Q (52507.090000 sec): 3 clusters
  Score: Raw -17539260.060118 + Penalty 13558.238752 = -17525701.821366
  nChanged 69
		SP:Iteration 54Q (52507.490000 sec): 3 clusters
  Score: Raw -17539269.237562 + Penalty 13558.238752 = -17525710.998809
  nChanged 77
		SP:Iteration 55Q (52507.890000 sec): 3 clusters
  Score: Raw -17539278.244909 + Penalty 13558.238752 = -17525720.006157
  nChanged 59
		SP:Iteration 56Q (52508.280000 sec): 3 clusters
  Score: Raw -17539286.307826 + Penalty 13558.238752 = -17525728.069074
  nChanged 59
		SP:Iteration 57Q (52508.680000 sec): 3 clusters
  Score: Raw -17539294.114437 + Penalty 13558.238752 = -17525735.875685
  nChanged 57
		SP:Iteration 58Q (52509.070000 sec): 3 clusters
  Score: Raw -17539300.854875 + Penalty 13558.238752 = -17525742.616123
  nChanged 49
		SP:Iteration 59Q (52509.470000 sec): 3 clusters
  Score: Raw -17539306.593630 + Penalty 13558.238752 = -17525748.354878
  nChanged 53
		SP:Iteration 60F (52509.950000 sec): 3 clusters
  Score: Raw -17539313.556010 + Penalty 13558.238752 = -17525755.317257
  nChanged 57
		SP:Iteration 61Q (52510.350000 sec): 3 clusters
  Score: Raw -17539320.563369 + Penalty 13558.238752 = -17525762.324616
  nChanged 55
		SP:Iteration 62Q (52510.740000 sec): 3 clusters
  Score: Raw -17539327.917555 + Penalty 13558.238752 = -17525769.678803
  nChanged 53
		SP:Iteration 63Q (52511.130000 sec): 3 clusters
  Score: Raw -17539334.769044 + Penalty 13558.238752 = -17525776.530292
  nChanged 48
		SP:Iteration 64Q (52511.530000 sec): 3 clusters
  Score: Raw -17539340.812581 + Penalty 13558.238752 = -17525782.573829
  nChanged 46
		SP:Iteration 65Q (52511.920000 sec): 3 clusters
  Score: Raw -17539347.413526 + Penalty 13558.238752 = -17525789.174774
  nChanged 47
		SP:Iteration 66Q (52512.310000 sec): 3 clusters
  Score: Raw -17539353.477552 + Penalty 13558.238752 = -17525795.238800
  nChanged 49
		SP:Iteration 67Q (52512.710000 sec): 3 clusters
  Score: Raw -17539359.630572 + Penalty 13558.238752 = -17525801.391820
  nChanged 50
		SP:Iteration 68Q (52513.100000 sec): 3 clusters
  Score: Raw -17539365.046084 + Penalty 13558.238752 = -17525806.807332
  nChanged 47
		SP:Iteration 69Q (52513.490000 sec): 3 clusters
  Score: Raw -17539370.432682 + Penalty 13558.238752 = -17525812.193929
  nChanged 43
		SP:Iteration 70Q (52513.880000 sec): 3 clusters
  Score: Raw -17539374.657828 + Penalty 13558.238752 = -17525816.419076
  nChanged 40
		SP:Iteration 71Q (52514.270000 sec): 3 clusters
  Score: Raw -17539378.803364 + Penalty 13558.238752 = -17525820.564611
  nChanged 28
		SP:Iteration 72Q (52514.660000 sec): 3 clusters
  Score: Raw -17539382.206959 + Penalty 13558.238752 = -17525823.968207
  nChanged 43
		SP:Iteration 73Q (52515.050000 sec): 3 clusters
  Score: Raw -17539387.469799 + Penalty 13558.238752 = -17525829.231047
  nChanged 41
		SP:Iteration 74Q (52515.450000 sec): 3 clusters
  Score: Raw -17539391.998053 + Penalty 13558.238752 = -17525833.759301
  nChanged 33
		SP:Iteration 75Q (52515.840000 sec): 3 clusters
  Score: Raw -17539395.595438 + Penalty 13558.238752 = -17525837.356686
  nChanged 28
		SP:Iteration 76Q (52516.230000 sec): 3 clusters
  Score: Raw -17539398.893352 + Penalty 13558.238752 = -17525840.654599
  nChanged 29
		SP:Iteration 77Q (52516.620000 sec): 3 clusters
  Score: Raw -17539402.041414 + Penalty 13558.238752 = -17525843.802662
  nChanged 26
		SP:Iteration 78Q (52517.010000 sec): 3 clusters
  Score: Raw -17539404.479304 + Penalty 13558.238752 = -17525846.240552
  nChanged 22
		SP:Iteration 79Q (52517.400000 sec): 3 clusters
  Score: Raw -17539406.466503 + Penalty 13558.238752 = -17525848.227751
  nChanged 12
		SP:Iteration 80F (52517.890000 sec): 3 clusters
  Score: Raw -17539407.526143 + Penalty 13558.238752 = -17525849.287391
  nChanged 11
		SP:Iteration 81Q (52518.280000 sec): 3 clusters
  Score: Raw -17539408.489681 + Penalty 13558.238752 = -17525850.250929
  nChanged 8
		SP:Iteration 82Q (52518.670000 sec): 3 clusters
  Score: Raw -17539409.185974 + Penalty 13558.238752 = -17525850.947222
  nChanged 6
		SP:Iteration 83Q (52519.060000 sec): 3 clusters
  Score: Raw -17539409.618633 + Penalty 13558.238752 = -17525851.379881
  nChanged 5
		SP:Iteration 84Q (52519.450000 sec): 3 clusters
  Score: Raw -17539410.067218 + Penalty 13558.238752 = -17525851.828466
  nChanged 5
		SP:Iteration 85Q (52519.840000 sec): 3 clusters
  Score: Raw -17539410.453403 + Penalty 13558.238752 = -17525852.214651
  nChanged 4
		SP:Iteration 86Q (52520.230000 sec): 3 clusters
  Score: Raw -17539410.791227 + Penalty 13558.238752 = -17525852.552475
  nChanged 2
		SP:Iteration 87Q (52520.630000 sec): 3 clusters
  Score: Raw -17539411.010348 + Penalty 13558.238752 = -17525852.771595
  nChanged 0
		SP:Iteration 88F (52521.110000 sec): 3 clusters
  Score: Raw -17539411.010348 + Penalty 13558.238752 = -17525852.771595
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52521.290000 sec): 2 clusters
  Score: Raw -5958653.465707 + Penalty 6159.664334 = -5952493.801373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52521.470000 sec): 3 clusters
  Score: Raw -5946312.467128 + Penalty 12319.328668 = -5933993.138460
  nChanged 9545
		SP:Iteration 1F (52521.650000 sec): 3 clusters
  Score: Raw -5952140.787505 + Penalty 12319.328668 = -5939821.458837
  nChanged 1827
		SP:Iteration 2F (52521.830000 sec): 3 clusters
  Score: Raw -5953532.623203 + Penalty 12319.328668 = -5941213.294535
  nChanged 1561
		SP:Iteration 3F (52522.010000 sec): 3 clusters
  Score: Raw -5954637.079242 + Penalty 12319.328668 = -5942317.750574
  nChanged 1367
		SP:Iteration 4F (52522.190000 sec): 3 clusters
  Score: Raw -5955512.053191 + Penalty 12319.328668 = -5943192.724523
  nChanged 1174
		SP:Iteration 5F (52522.360000 sec): 3 clusters
  Score: Raw -5956225.940001 + Penalty 12319.328668 = -5943906.611333
  nChanged 1085
		SP:Iteration 6Q (52522.540000 sec): 3 clusters
  Score: Raw -5956970.940024 + Penalty 12319.328668 = -5944651.611356
  nChanged 1113
		SP:Iteration 7Q (52522.710000 sec): 3 clusters
  Score: Raw -5957763.774794 + Penalty 12319.328668 = -5945444.446126
  nChanged 1074
		SP:Iteration 8Q (52522.890000 sec): 3 clusters
  Score: Raw -5958531.097876 + Penalty 12319.328668 = -5946211.769208
  nChanged 1016
		SP:Iteration 9Q (52523.060000 sec): 3 clusters
  Score: Raw -5959149.562630 + Penalty 12319.328668 = -5946830.233962
  nChanged 884
		SP:Iteration 10Q (52523.240000 sec): 3 clusters
  Score: Raw -5959649.898551 + Penalty 12319.328668 = -5947330.569883
  nChanged 765
		SP:Iteration 11Q (52523.410000 sec): 3 clusters
  Score: Raw -5960046.421802 + Penalty 12319.328668 = -5947727.093134
  nChanged 645
		SP:Iteration 12Q (52523.580000 sec): 3 clusters
  Score: Raw -5960368.015388 + Penalty 12319.328668 = -5948048.686720
  nChanged 530
		SP:Iteration 13Q (52523.750000 sec): 3 clusters
  Score: Raw -5960629.114144 + Penalty 12319.328668 = -5948309.785476
  nChanged 481
		SP:Iteration 14Q (52523.920000 sec): 3 clusters
  Score: Raw -5960843.115250 + Penalty 12319.328668 = -5948523.786582
  nChanged 425
		SP:Iteration 15Q (52524.090000 sec): 3 clusters
  Score: Raw -5961015.653460 + Penalty 12319.328668 = -5948696.324792
  nChanged 348
		SP:Iteration 16Q (52524.260000 sec): 3 clusters
  Score: Raw -5961157.790456 + Penalty 12319.328668 = -5948838.461788
  nChanged 332
		SP:Iteration 17Q (52524.420000 sec): 3 clusters
  Score: Raw -5961283.241706 + Penalty 12319.328668 = -5948963.913038
  nChanged 309
		SP:Iteration 18Q (52524.590000 sec): 3 clusters
  Score: Raw -5961407.155929 + Penalty 12319.328668 = -5949087.827261
  nChanged 290
		SP:Iteration 19Q (52524.760000 sec): 3 clusters
  Score: Raw -5961535.675358 + Penalty 12319.328668 = -5949216.346690
  nChanged 293
		SP:Iteration 20F (52524.940000 sec): 3 clusters
  Score: Raw -5961671.566248 + Penalty 12319.328668 = -5949352.237580
  nChanged 305
		SP:Iteration 21Q (52525.100000 sec): 3 clusters
  Score: Raw -5961826.039483 + Penalty 12319.328668 = -5949506.710815
  nChanged 318
		SP:Iteration 22Q (52525.270000 sec): 3 clusters
  Score: Raw -5961982.765256 + Penalty 12319.328668 = -5949663.436588
  nChanged 298
		SP:Iteration 23Q (52525.430000 sec): 3 clusters
  Score: Raw -5962135.816380 + Penalty 12319.328668 = -5949816.487712
  nChanged 305
		SP:Iteration 24Q (52525.600000 sec): 3 clusters
  Score: Raw -5962295.470577 + Penalty 12319.328668 = -5949976.141909
  nChanged 276
		SP:Iteration 25Q (52525.770000 sec): 3 clusters
  Score: Raw -5962445.218793 + Penalty 12319.328668 = -5950125.890125
  nChanged 232
		SP:Iteration 26Q (52525.930000 sec): 3 clusters
  Score: Raw -5962557.334844 + Penalty 12319.328668 = -5950238.006176
  nChanged 208
		SP:Iteration 27Q (52526.090000 sec): 3 clusters
  Score: Raw -5962656.104493 + Penalty 12319.328668 = -5950336.775825
  nChanged 199
		SP:Iteration 28Q (52526.250000 sec): 3 clusters
  Score: Raw -5962737.243580 + Penalty 12319.328668 = -5950417.914912
  nChanged 148
		SP:Iteration 29Q (52526.410000 sec): 3 clusters
  Score: Raw -5962791.401760 + Penalty 12319.328668 = -5950472.073092
  nChanged 125
		SP:Iteration 30Q (52526.580000 sec): 3 clusters
  Score: Raw -5962835.515197 + Penalty 12319.328668 = -5950516.186529
  nChanged 94
		SP:Iteration 31Q (52526.740000 sec): 3 clusters
  Score: Raw -5962865.817501 + Penalty 12319.328668 = -5950546.488833
  nChanged 89
		SP:Iteration 32Q (52526.900000 sec): 3 clusters
  Score: Raw -5962893.661287 + Penalty 12319.328668 = -5950574.332619
  nChanged 70
		SP:Iteration 33Q (52527.060000 sec): 3 clusters
  Score: Raw -5962915.094131 + Penalty 12319.328668 = -5950595.765463
  nChanged 59
		SP:Iteration 34Q (52527.210000 sec): 3 clusters
  Score: Raw -5962932.780870 + Penalty 12319.328668 = -5950613.452202
  nChanged 49
		SP:Iteration 35Q (52527.370000 sec): 3 clusters
  Score: Raw -5962946.635633 + Penalty 12319.328668 = -5950627.306965
  nChanged 32
		SP:Iteration 36Q (52527.530000 sec): 3 clusters
  Score: Raw -5962957.952336 + Penalty 12319.328668 = -5950638.623668
  nChanged 42
		SP:Iteration 37Q (52527.690000 sec): 3 clusters
  Score: Raw -5962970.034983 + Penalty 12319.328668 = -5950650.706315
  nChanged 36
		SP:Iteration 38Q (52527.850000 sec): 3 clusters
  Score: Raw -5962978.899631 + Penalty 12319.328668 = -5950659.570963
  nChanged 28
		SP:Iteration 39Q (52528.010000 sec): 3 clusters
  Score: Raw -5962986.339264 + Penalty 12319.328668 = -5950667.010595
  nChanged 26
		SP:Iteration 40F (52528.190000 sec): 3 clusters
  Score: Raw -5962991.840511 + Penalty 12319.328668 = -5950672.511842
  nChanged 10
		SP:Iteration 41Q (52528.340000 sec): 3 clusters
  Score: Raw -5962994.104858 + Penalty 12319.328668 = -5950674.776190
  nChanged 12
		SP:Iteration 42Q (52528.500000 sec): 3 clusters
  Score: Raw -5962997.171073 + Penalty 12319.328668 = -5950677.842405
  nChanged 13
		SP:Iteration 43Q (52528.660000 sec): 3 clusters
  Score: Raw -5963000.654608 + Penalty 12319.328668 = -5950681.325940
  nChanged 14
		SP:Iteration 44Q (52528.820000 sec): 3 clusters
  Score: Raw -5963004.177647 + Penalty 12319.328668 = -5950684.848979
  nChanged 14
		SP:Iteration 45Q (52528.980000 sec): 3 clusters
  Score: Raw -5963007.483832 + Penalty 12319.328668 = -5950688.155164
  nChanged 15
		SP:Iteration 46Q (52529.130000 sec): 3 clusters
  Score: Raw -5963011.673105 + Penalty 12319.328668 = -5950692.344437
  nChanged 14
		SP:Iteration 47Q (52529.290000 sec): 3 clusters
  Score: Raw -5963014.647282 + Penalty 12319.328668 = -5950695.318614
  nChanged 10
		SP:Iteration 48Q (52529.450000 sec): 3 clusters
  Score: Raw -5963017.179182 + Penalty 12319.328668 = -5950697.850514
  nChanged 10
		SP:Iteration 49Q (52529.610000 sec): 3 clusters
  Score: Raw -5963019.237003 + Penalty 12319.328668 = -5950699.908335
  nChanged 11
		SP:Iteration 50Q (52529.760000 sec): 3 clusters
  Score: Raw -5963022.060477 + Penalty 12319.328668 = -5950702.731809
  nChanged 10
		SP:Iteration 51Q (52529.920000 sec): 3 clusters
  Score: Raw -5963023.712924 + Penalty 12319.328668 = -5950704.384256
  nChanged 7
		SP:Iteration 52Q (52530.080000 sec): 3 clusters
  Score: Raw -5963025.127426 + Penalty 12319.328668 = -5950705.798758
  nChanged 5
		SP:Iteration 53Q (52530.230000 sec): 3 clusters
  Score: Raw -5963026.225793 + Penalty 12319.328668 = -5950706.897125
  nChanged 4
		SP:Iteration 54Q (52530.390000 sec): 3 clusters
  Score: Raw -5963027.001613 + Penalty 12319.328668 = -5950707.672945
  nChanged 2
		SP:Iteration 55Q (52530.550000 sec): 3 clusters
  Score: Raw -5963027.572139 + Penalty 12319.328668 = -5950708.243471
  nChanged 3
		SP:Iteration 56Q (52530.710000 sec): 3 clusters
  Score: Raw -5963028.492358 + Penalty 12319.328668 = -5950709.163690
  nChanged 2
		SP:Iteration 57Q (52530.860000 sec): 3 clusters
  Score: Raw -5963028.867206 + Penalty 12319.328668 = -5950709.538538
  nChanged 3
		SP:Iteration 58Q (52531.020000 sec): 3 clusters
  Score: Raw -5963029.519931 + Penalty 12319.328668 = -5950710.191263
  nChanged 1
		SP:Iteration 59Q (52531.180000 sec): 3 clusters
  Score: Raw -5963030.153870 + Penalty 12319.328668 = -5950710.825202
  nChanged 4
		SP:Iteration 60F (52531.350000 sec): 3 clusters
  Score: Raw -5963030.935584 + Penalty 12319.328668 = -5950711.606916
  nChanged 1
		SP:Iteration 61Q (52531.510000 sec): 3 clusters
  Score: Raw -5963031.250055 + Penalty 12319.328668 = -5950711.921387
  nChanged 0
		SP:Iteration 62F (52531.690000 sec): 3 clusters
  Score: Raw -5963031.250055 + Penalty 12319.328668 = -5950711.921387
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (64772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52532.140000 sec): 2 clusters
  Score: Raw -17469852.478537 + Penalty 6785.660073 = -17463066.818464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52532.630000 sec): 3 clusters
  Score: Raw -17431371.400458 + Penalty 13571.320145 = -17417800.080312
  nChanged 28903
		SP:Iteration 1F (52533.120000 sec): 3 clusters
  Score: Raw -17446988.686614 + Penalty 13571.320145 = -17433417.366469
  nChanged 3186
		SP:Iteration 2Q (52533.620000 sec): 3 clusters
  Score: Raw -17448060.688022 + Penalty 13571.320145 = -17434489.367877
  nChanged 2785
		SP:Iteration 3Q (52534.120000 sec): 3 clusters
  Score: Raw -17448901.467923 + Penalty 13571.320145 = -17435330.147777
  nChanged 2422
		SP:Iteration 4Q (52534.610000 sec): 3 clusters
  Score: Raw -17449621.769686 + Penalty 13571.320145 = -17436050.449541
  nChanged 2153
		SP:Iteration 5Q (52535.110000 sec): 3 clusters
  Score: Raw -17450264.781169 + Penalty 13571.320145 = -17436693.461023
  nChanged 2022
		SP:Iteration 6Q (52535.610000 sec): 3 clusters
  Score: Raw -17450908.648383 + Penalty 13571.320145 = -17437337.328238
  nChanged 2041
		SP:Iteration 7Q (52536.110000 sec): 3 clusters
  Score: Raw -17451617.925049 + Penalty 13571.320145 = -17438046.604903
  nChanged 2100
		SP:Iteration 8Q (52536.610000 sec): 3 clusters
  Score: Raw -17452397.114812 + Penalty 13571.320145 = -17438825.794667
  nChanged 2176
		SP:Iteration 9Q (52537.100000 sec): 3 clusters
  Score: Raw -17453361.042487 + Penalty 13571.320145 = -17439789.722342
  nChanged 2370
		SP:Iteration 10Q (52537.600000 sec): 3 clusters
  Score: Raw -17454541.974133 + Penalty 13571.320145 = -17440970.653987
  nChanged 2650
		SP:Iteration 11Q (52538.080000 sec): 3 clusters
  Score: Raw -17456024.286983 + Penalty 13571.320145 = -17442452.966837
  nChanged 2818
		SP:Iteration 12Q (52538.580000 sec): 3 clusters
  Score: Raw -17457782.363393 + Penalty 13571.320145 = -17444211.043248
  nChanged 3004
		SP:Iteration 13Q (52539.060000 sec): 3 clusters
  Score: Raw -17459809.485201 + Penalty 13571.320145 = -17446238.165055
  nChanged 3105
		SP:Iteration 14Q (52539.550000 sec): 3 clusters
  Score: Raw -17461959.267222 + Penalty 13571.320145 = -17448387.947077
  nChanged 2989
		SP:Iteration 15Q (52540.030000 sec): 3 clusters
  Score: Raw -17464015.857273 + Penalty 13571.320145 = -17450444.537128
  nChanged 2732
		SP:Iteration 16Q (52540.500000 sec): 3 clusters
  Score: Raw -17465887.292379 + Penalty 13571.320145 = -17452315.972233
  nChanged 2336
		SP:Iteration 17Q (52540.950000 sec): 3 clusters
  Score: Raw -17467461.999763 + Penalty 13571.320145 = -17453890.679617
  nChanged 1898
		SP:Iteration 18Q (52541.400000 sec): 3 clusters
  Score: Raw -17468683.003753 + Penalty 13571.320145 = -17455111.683608
  nChanged 1426
		SP:Iteration 19Q (52541.830000 sec): 3 clusters
  Score: Raw -17469560.698688 + Penalty 13571.320145 = -17455989.378543
  nChanged 1077
		SP:Iteration 20F (52542.320000 sec): 3 clusters
  Score: Raw -17470182.589159 + Penalty 13571.320145 = -17456611.269013
  nChanged 821
		SP:Iteration 21Q (52542.720000 sec): 3 clusters
  Score: Raw -17470594.083902 + Penalty 13571.320145 = -17457022.763757
  nChanged 554
		SP:Iteration 22Q (52543.120000 sec): 3 clusters
  Score: Raw -17470827.835540 + Penalty 13571.320145 = -17457256.515395
  nChanged 398
		SP:Iteration 23Q (52543.510000 sec): 3 clusters
  Score: Raw -17470985.746849 + Penalty 13571.320145 = -17457414.426704
  nChanged 303
		SP:Iteration 24Q (52543.890000 sec): 3 clusters
  Score: Raw -17471110.232675 + Penalty 13571.320145 = -17457538.912530
  nChanged 229
		SP:Iteration 25Q (52544.280000 sec): 3 clusters
  Score: Raw -17471194.871678 + Penalty 13571.320145 = -17457623.551532
  nChanged 181
		SP:Iteration 26Q (52544.660000 sec): 3 clusters
  Score: Raw -17471257.897833 + Penalty 13571.320145 = -17457686.577688
  nChanged 147
		SP:Iteration 27Q (52545.040000 sec): 3 clusters
  Score: Raw -17471308.226859 + Penalty 13571.320145 = -17457736.906714
  nChanged 112
		SP:Iteration 28Q (52545.410000 sec): 3 clusters
  Score: Raw -17471344.223793 + Penalty 13571.320145 = -17457772.903648
  nChanged 83
		SP:Iteration 29Q (52545.790000 sec): 3 clusters
  Score: Raw -17471370.513958 + Penalty 13571.320145 = -17457799.193813
  nChanged 62
		SP:Iteration 30Q (52546.170000 sec): 3 clusters
  Score: Raw -17471388.839936 + Penalty 13571.320145 = -17457817.519790
  nChanged 57
		SP:Iteration 31Q (52546.540000 sec): 3 clusters
  Score: Raw -17471406.927446 + Penalty 13571.320145 = -17457835.607301
  nChanged 49
		SP:Iteration 32Q (52546.910000 sec): 3 clusters
  Score: Raw -17471423.651039 + Penalty 13571.320145 = -17457852.330894
  nChanged 42
		SP:Iteration 33Q (52547.280000 sec): 3 clusters
  Score: Raw -17471436.868359 + Penalty 13571.320145 = -17457865.548214
  nChanged 39
		SP:Iteration 34Q (52547.650000 sec): 3 clusters
  Score: Raw -17471447.976631 + Penalty 13571.320145 = -17457876.656486
  nChanged 31
		SP:Iteration 35Q (52548.030000 sec): 3 clusters
  Score: Raw -17471456.439104 + Penalty 13571.320145 = -17457885.118959
  nChanged 23
		SP:Iteration 36Q (52548.400000 sec): 3 clusters
  Score: Raw -17471463.257162 + Penalty 13571.320145 = -17457891.937016
  nChanged 22
		SP:Iteration 37Q (52548.770000 sec): 3 clusters
  Score: Raw -17471469.386260 + Penalty 13571.320145 = -17457898.066114
  nChanged 23
		SP:Iteration 38Q (52549.140000 sec): 3 clusters
  Score: Raw -17471476.030614 + Penalty 13571.320145 = -17457904.710468
  nChanged 24
		SP:Iteration 39Q (52549.510000 sec): 3 clusters
  Score: Raw -17471483.371761 + Penalty 13571.320145 = -17457912.051616
  nChanged 24
		SP:Iteration 40F (52550.000000 sec): 3 clusters
  Score: Raw -17471490.076579 + Penalty 13571.320145 = -17457918.756433
  nChanged 17
		SP:Iteration 41Q (52550.370000 sec): 3 clusters
  Score: Raw -17471495.428615 + Penalty 13571.320145 = -17457924.108470
  nChanged 17
		SP:Iteration 42Q (52550.740000 sec): 3 clusters
  Score: Raw -17471500.460499 + Penalty 13571.320145 = -17457929.140354
  nChanged 16
		SP:Iteration 43Q (52551.120000 sec): 3 clusters
  Score: Raw -17471505.584134 + Penalty 13571.320145 = -17457934.263988
  nChanged 14
		SP:Iteration 44Q (52551.480000 sec): 3 clusters
  Score: Raw -17471509.330751 + Penalty 13571.320145 = -17457938.010606
  nChanged 5
		SP:Iteration 45Q (52551.850000 sec): 3 clusters
  Score: Raw -17471510.722659 + Penalty 13571.320145 = -17457939.402513
  nChanged 7
		SP:Iteration 46Q (52552.220000 sec): 3 clusters
  Score: Raw -17471512.717325 + Penalty 13571.320145 = -17457941.397180
  nChanged 10
		SP:Iteration 47Q (52552.590000 sec): 3 clusters
  Score: Raw -17471515.637227 + Penalty 13571.320145 = -17457944.317082
  nChanged 10
		SP:Iteration 48Q (52552.960000 sec): 3 clusters
  Score: Raw -17471518.953925 + Penalty 13571.320145 = -17457947.633779
  nChanged 8
		SP:Iteration 49Q (52553.330000 sec): 3 clusters
  Score: Raw -17471520.981416 + Penalty 13571.320145 = -17457949.661271
  nChanged 4
		SP:Iteration 50Q (52553.700000 sec): 3 clusters
  Score: Raw -17471522.092031 + Penalty 13571.320145 = -17457950.771885
  nChanged 5
		SP:Iteration 51Q (52554.070000 sec): 3 clusters
  Score: Raw -17471523.877759 + Penalty 13571.320145 = -17457952.557614
  nChanged 7
		SP:Iteration 52Q (52554.440000 sec): 3 clusters
  Score: Raw -17471525.566485 + Penalty 13571.320145 = -17457954.246340
  nChanged 10
		SP:Iteration 53Q (52554.800000 sec): 3 clusters
  Score: Raw -17471528.912892 + Penalty 13571.320145 = -17457957.592747
  nChanged 7
		SP:Iteration 54Q (52555.170000 sec): 3 clusters
  Score: Raw -17471530.990575 + Penalty 13571.320145 = -17457959.670430
  nChanged 3
		SP:Iteration 55Q (52555.540000 sec): 3 clusters
  Score: Raw -17471531.706815 + Penalty 13571.320145 = -17457960.386670
  nChanged 3
		SP:Iteration 56Q (52555.910000 sec): 3 clusters
  Score: Raw -17471532.583723 + Penalty 13571.320145 = -17457961.263577
  nChanged 2
		SP:Iteration 57Q (52556.280000 sec): 3 clusters
  Score: Raw -17471533.099205 + Penalty 13571.320145 = -17457961.779060
  nChanged 4
		SP:Iteration 58Q (52556.650000 sec): 3 clusters
  Score: Raw -17471534.408755 + Penalty 13571.320145 = -17457963.088609
  nChanged 5
		SP:Iteration 59Q (52557.020000 sec): 3 clusters
  Score: Raw -17471536.418967 + Penalty 13571.320145 = -17457965.098821
  nChanged 11
		SP:Iteration 60F (52557.510000 sec): 3 clusters
  Score: Raw -17471539.525368 + Penalty 13571.320145 = -17457968.205222
  nChanged 7
		SP:Iteration 61Q (52557.880000 sec): 3 clusters
  Score: Raw -17471541.193873 + Penalty 13571.320145 = -17457969.873728
  nChanged 9
		SP:Iteration 62Q (52558.250000 sec): 3 clusters
  Score: Raw -17471543.672822 + Penalty 13571.320145 = -17457972.352676
  nChanged 6
		SP:Iteration 63Q (52558.620000 sec): 3 clusters
  Score: Raw -17471545.382534 + Penalty 13571.320145 = -17457974.062389
  nChanged 10
		SP:Iteration 64Q (52558.980000 sec): 3 clusters
  Score: Raw -17471548.369987 + Penalty 13571.320145 = -17457977.049842
  nChanged 13
		SP:Iteration 65Q (52559.350000 sec): 3 clusters
  Score: Raw -17471551.033333 + Penalty 13571.320145 = -17457979.713188
  nChanged 15
		SP:Iteration 66Q (52559.720000 sec): 3 clusters
  Score: Raw -17471555.873273 + Penalty 13571.320145 = -17457984.553128
  nChanged 16
		SP:Iteration 67Q (52560.090000 sec): 3 clusters
  Score: Raw -17471560.733156 + Penalty 13571.320145 = -17457989.413011
  nChanged 7
		SP:Iteration 68Q (52560.460000 sec): 3 clusters
  Score: Raw -17471563.008136 + Penalty 13571.320145 = -17457991.687991
  nChanged 11
		SP:Iteration 69Q (52560.820000 sec): 3 clusters
  Score: Raw -17471566.764022 + Penalty 13571.320145 = -17457995.443876
  nChanged 10
		SP:Iteration 70Q (52561.190000 sec): 3 clusters
  Score: Raw -17471570.030189 + Penalty 13571.320145 = -17457998.710044
  nChanged 4
		SP:Iteration 71Q (52561.560000 sec): 3 clusters
  Score: Raw -17471571.624899 + Penalty 13571.320145 = -17458000.304754
  nChanged 5
		SP:Iteration 72Q (52561.930000 sec): 3 clusters
  Score: Raw -17471572.945783 + Penalty 13571.320145 = -17458001.625638
  nChanged 4
		SP:Iteration 73Q (52562.300000 sec): 3 clusters
  Score: Raw -17471575.009370 + Penalty 13571.320145 = -17458003.689224
  nChanged 4
		SP:Iteration 74Q (52562.660000 sec): 3 clusters
  Score: Raw -17471576.122516 + Penalty 13571.320145 = -17458004.802371
  nChanged 3
		SP:Iteration 75Q (52563.030000 sec): 3 clusters
  Score: Raw -17471576.942099 + Penalty 13571.320145 = -17458005.621953
  nChanged 1
		SP:Iteration 76Q (52563.400000 sec): 3 clusters
  Score: Raw -17471577.280396 + Penalty 13571.320145 = -17458005.960251
  nChanged 0
		SP:Iteration 77F (52563.890000 sec): 3 clusters
  Score: Raw -17471577.280396 + Penalty 13571.320145 = -17458005.960251
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (55940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52564.260000 sec): 2 clusters
  Score: Raw -14886648.493562 + Penalty 6695.871417 = -14879952.622145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52564.680000 sec): 3 clusters
  Score: Raw -14853628.139216 + Penalty 13391.742834 = -14840236.396382
  nChanged 24964
		SP:Iteration 1F (52565.110000 sec): 3 clusters
  Score: Raw -14867261.507579 + Penalty 13391.742834 = -14853869.764745
  nChanged 2832
		SP:Iteration 2F (52565.540000 sec): 3 clusters
  Score: Raw -14868261.900065 + Penalty 13391.742834 = -14854870.157231
  nChanged 2488
		SP:Iteration 3Q (52565.970000 sec): 3 clusters
  Score: Raw -14869156.012667 + Penalty 13391.742834 = -14855764.269832
  nChanged 2341
		SP:Iteration 4Q (52566.390000 sec): 3 clusters
  Score: Raw -14870100.829204 + Penalty 13391.742834 = -14856709.086370
  nChanged 2498
		SP:Iteration 5Q (52566.820000 sec): 3 clusters
  Score: Raw -14871178.239526 + Penalty 13391.742834 = -14857786.496692
  nChanged 2619
		SP:Iteration 6Q (52567.250000 sec): 3 clusters
  Score: Raw -14872388.915582 + Penalty 13391.742834 = -14858997.172748
  nChanged 2758
		SP:Iteration 7Q (52567.670000 sec): 3 clusters
  Score: Raw -14873799.878666 + Penalty 13391.742834 = -14860408.135831
  nChanged 2902
		SP:Iteration 8F (52568.100000 sec): 3 clusters
  Score: Raw -14875423.319033 + Penalty 13391.742834 = -14862031.576198
  nChanged 2980
		SP:Iteration 9F (52568.520000 sec): 3 clusters
  Score: Raw -14877235.843041 + Penalty 13391.742834 = -14863844.100207
  nChanged 2897
		SP:Iteration 10F (52568.940000 sec): 3 clusters
  Score: Raw -14879065.603541 + Penalty 13391.742834 = -14865673.860707
  nChanged 2623
		SP:Iteration 11Q (52569.360000 sec): 3 clusters
  Score: Raw -14880870.609400 + Penalty 13391.742834 = -14867478.866566
  nChanged 2367
		SP:Iteration 12Q (52569.790000 sec): 3 clusters
  Score: Raw -14882622.390354 + Penalty 13391.742834 = -14869230.647520
  nChanged 1945
		SP:Iteration 13Q (52570.210000 sec): 3 clusters
  Score: Raw -14884122.664480 + Penalty 13391.742834 = -14870730.921646
  nChanged 1429
		SP:Iteration 14Q (52570.620000 sec): 3 clusters
  Score: Raw -14885230.472829 + Penalty 13391.742834 = -14871838.729995
  nChanged 1042
		SP:Iteration 15Q (52571.020000 sec): 3 clusters
  Score: Raw -14886031.956011 + Penalty 13391.742834 = -14872640.213176
  nChanged 703
		SP:Iteration 16Q (52571.390000 sec): 3 clusters
  Score: Raw -14886577.884979 + Penalty 13391.742834 = -14873186.142145
  nChanged 528
		SP:Iteration 17Q (52571.750000 sec): 3 clusters
  Score: Raw -14887005.920625 + Penalty 13391.742834 = -14873614.177791
  nChanged 391
		SP:Iteration 18Q (52572.090000 sec): 3 clusters
  Score: Raw -14887303.664003 + Penalty 13391.742834 = -14873911.921169
  nChanged 286
		SP:Iteration 19Q (52572.420000 sec): 3 clusters
  Score: Raw -14887504.887560 + Penalty 13391.742834 = -14874113.144725
  nChanged 211
		SP:Iteration 20F (52572.840000 sec): 3 clusters
  Score: Raw -14887652.576596 + Penalty 13391.742834 = -14874260.833761
  nChanged 163
		SP:Iteration 21Q (52573.160000 sec): 3 clusters
  Score: Raw -14887764.557201 + Penalty 13391.742834 = -14874372.814367
  nChanged 140
		SP:Iteration 22Q (52573.470000 sec): 3 clusters
  Score: Raw -14887852.073948 + Penalty 13391.742834 = -14874460.331114
  nChanged 113
		SP:Iteration 23Q (52573.780000 sec): 3 clusters
  Score: Raw -14887912.346705 + Penalty 13391.742834 = -14874520.603871
  nChanged 81
		SP:Iteration 24Q (52574.080000 sec): 3 clusters
  Score: Raw -14887956.868637 + Penalty 13391.742834 = -14874565.125802
  nChanged 74
		SP:Iteration 25Q (52574.390000 sec): 3 clusters
  Score: Raw -14887989.994913 + Penalty 13391.742834 = -14874598.252079
  nChanged 43
		SP:Iteration 26Q (52574.690000 sec): 3 clusters
  Score: Raw -14888008.287796 + Penalty 13391.742834 = -14874616.544962
  nChanged 29
		SP:Iteration 27Q (52575.000000 sec): 3 clusters
  Score: Raw -14888021.423412 + Penalty 13391.742834 = -14874629.680577
  nChanged 23
		SP:Iteration 28Q (52575.300000 sec): 3 clusters
  Score: Raw -14888029.669870 + Penalty 13391.742834 = -14874637.927036
  nChanged 15
		SP:Iteration 29Q (52575.600000 sec): 3 clusters
  Score: Raw -14888036.246568 + Penalty 13391.742834 = -14874644.503734
  nChanged 11
		SP:Iteration 30Q (52575.910000 sec): 3 clusters
  Score: Raw -14888041.102828 + Penalty 13391.742834 = -14874649.359993
  nChanged 11
		SP:Iteration 31Q (52576.210000 sec): 3 clusters
  Score: Raw -14888045.129732 + Penalty 13391.742834 = -14874653.386898
  nChanged 8
		SP:Iteration 32Q (52576.510000 sec): 3 clusters
  Score: Raw -14888047.735333 + Penalty 13391.742834 = -14874655.992498
  nChanged 10
		SP:Iteration 33Q (52576.820000 sec): 3 clusters
  Score: Raw -14888052.269023 + Penalty 13391.742834 = -14874660.526189
  nChanged 10
		SP:Iteration 34Q (52577.120000 sec): 3 clusters
  Score: Raw -14888056.321939 + Penalty 13391.742834 = -14874664.579104
  nChanged 3
		SP:Iteration 35Q (52577.420000 sec): 3 clusters
  Score: Raw -14888057.122838 + Penalty 13391.742834 = -14874665.380003
  nChanged 3
		SP:Iteration 36Q (52577.720000 sec): 3 clusters
  Score: Raw -14888058.236055 + Penalty 13391.742834 = -14874666.493220
  nChanged 6
		SP:Iteration 37Q (52578.020000 sec): 3 clusters
  Score: Raw -14888060.186617 + Penalty 13391.742834 = -14874668.443782
  nChanged 5
		SP:Iteration 38Q (52578.330000 sec): 3 clusters
  Score: Raw -14888062.039870 + Penalty 13391.742834 = -14874670.297036
  nChanged 6
		SP:Iteration 39Q (52578.630000 sec): 3 clusters
  Score: Raw -14888064.873098 + Penalty 13391.742834 = -14874673.130264
  nChanged 8
		SP:Iteration 40F (52579.050000 sec): 3 clusters
  Score: Raw -14888068.613630 + Penalty 13391.742834 = -14874676.870796
  nChanged 3
		SP:Iteration 41Q (52579.350000 sec): 3 clusters
  Score: Raw -14888069.910024 + Penalty 13391.742834 = -14874678.167189
  nChanged 2
		SP:Iteration 42Q (52579.650000 sec): 3 clusters
  Score: Raw -14888070.644576 + Penalty 13391.742834 = -14874678.901742
  nChanged 2
		SP:Iteration 43Q (52579.960000 sec): 3 clusters
  Score: Raw -14888071.473396 + Penalty 13391.742834 = -14874679.730561
  nChanged 1
		SP:Iteration 44Q (52580.260000 sec): 3 clusters
  Score: Raw -14888071.822801 + Penalty 13391.742834 = -14874680.079967
  nChanged 0
		SP:Iteration 45F (52580.680000 sec): 3 clusters
  Score: Raw -14888071.822801 + Penalty 13391.742834 = -14874680.079967
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52580.720000 sec): 2 clusters
  Score: Raw -208014.523860 + Penalty 4142.171823 = -203872.352037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52580.730000 sec): 3 clusters
  Score: Raw -208503.602648 + Penalty 8284.343646 = -200219.259002
  nChanged 155
		SP:Iteration 1F (52580.740000 sec): 3 clusters
  Score: Raw -209128.501350 + Penalty 8284.343646 = -200844.157704
  nChanged 78
		SP:Iteration 2F (52580.740000 sec): 3 clusters
  Score: Raw -209857.444004 + Penalty 8284.343646 = -201573.100358
  nChanged 71
		SP:Iteration 3F (52580.750000 sec): 3 clusters
  Score: Raw -210523.819029 + Penalty 8284.343646 = -202239.475383
  nChanged 60
		SP:Iteration 4F (52580.760000 sec): 3 clusters
  Score: Raw -210943.155927 + Penalty 8284.343646 = -202658.812281
  nChanged 24
		SP:Iteration 5Q (52580.760000 sec): 3 clusters
  Score: Raw -211159.559410 + Penalty 8284.343646 = -202875.215764
  nChanged 13
		SP:Iteration 6Q (52580.770000 sec): 3 clusters
  Score: Raw -211259.963242 + Penalty 8284.343646 = -202975.619596
  nChanged 5
		SP:Iteration 7Q (52580.780000 sec): 3 clusters
  Score: Raw -211297.775988 + Penalty 8284.343646 = -203013.432342
  nChanged 3
		SP:Iteration 8Q (52580.780000 sec): 3 clusters
  Score: Raw -211311.947279 + Penalty 8284.343646 = -203027.603633
  nChanged 0
		SP:Iteration 9F (52580.790000 sec): 3 clusters
  Score: Raw -211311.947279 + Penalty 8284.343646 = -203027.603633
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52580.800000 sec): 2 clusters
  Score: Raw -449125.512474 + Penalty 4572.363176 = -444553.149298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52580.820000 sec): 3 clusters
  Score: Raw -448940.647628 + Penalty 9144.726352 = -439795.921275
  nChanged 375
		SP:Iteration 1F (52580.830000 sec): 3 clusters
  Score: Raw -449511.773130 + Penalty 9144.726352 = -440367.046778
  nChanged 101
		SP:Iteration 2F (52580.840000 sec): 3 clusters
  Score: Raw -449713.087495 + Penalty 9144.726352 = -440568.361143
  nChanged 41
		SP:Iteration 3Q (52580.860000 sec): 3 clusters
  Score: Raw -449822.336654 + Penalty 9144.726352 = -440677.610302
  nChanged 33
		SP:Iteration 4Q (52580.870000 sec): 3 clusters
  Score: Raw -449886.682695 + Penalty 9144.726352 = -440741.956343
  nChanged 27
		SP:Iteration 5Q (52580.880000 sec): 3 clusters
  Score: Raw -449928.236295 + Penalty 9144.726352 = -440783.509943
  nChanged 14
		SP:Iteration 6Q (52580.890000 sec): 3 clusters
  Score: Raw -449948.742557 + Penalty 9144.726352 = -440804.016205
  nChanged 16
		SP:Iteration 7Q (52580.900000 sec): 3 clusters
  Score: Raw -449971.889452 + Penalty 9144.726352 = -440827.163100
  nChanged 10
		SP:Iteration 8Q (52580.920000 sec): 3 clusters
  Score: Raw -449987.104754 + Penalty 9144.726352 = -440842.378402
  nChanged 7
		SP:Iteration 9Q (52580.930000 sec): 3 clusters
  Score: Raw -450003.882920 + Penalty 9144.726352 = -440859.156567
  nChanged 6
		SP:Iteration 10Q (52580.940000 sec): 3 clusters
  Score: Raw -450019.318668 + Penalty 9144.726352 = -440874.592316
  nChanged 7
		SP:Iteration 11Q (52580.960000 sec): 3 clusters
  Score: Raw -450031.172325 + Penalty 9144.726352 = -440886.445973
  nChanged 3
		SP:Iteration 12Q (52580.970000 sec): 3 clusters
  Score: Raw -450035.095092 + Penalty 9144.726352 = -440890.368740
  nChanged 3
		SP:Iteration 13Q (52580.980000 sec): 3 clusters
  Score: Raw -450038.048961 + Penalty 9144.726352 = -440893.322609
  nChanged 3
		SP:Iteration 14Q (52580.990000 sec): 3 clusters
  Score: Raw -450043.286854 + Penalty 9144.726352 = -440898.560502
  nChanged 1
		SP:Iteration 15Q (52581.000000 sec): 3 clusters
  Score: Raw -450044.643952 + Penalty 9144.726352 = -440899.917600
  nChanged 0
		SP:Iteration 16F (52581.020000 sec): 3 clusters
  Score: Raw -450044.643952 + Penalty 9144.726352 = -440899.917600
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52581.030000 sec): 2 clusters
  Score: Raw -134215.850931 + Penalty 3839.821474 = -130376.029457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52581.030000 sec): 3 clusters
  Score: Raw -134598.813978 + Penalty 7679.642948 = -126919.171030
  nChanged 47
		SP:Iteration 1F (52581.040000 sec): 3 clusters
  Score: Raw -134820.851918 + Penalty 7679.642948 = -127141.208970
  nChanged 17
		SP:Iteration 2Q (52581.040000 sec): 3 clusters
  Score: Raw -134948.965413 + Penalty 7679.642948 = -127269.322466
  nChanged 6
		SP:Iteration 3Q (52581.040000 sec): 3 clusters
  Score: Raw -134988.530521 + Penalty 7679.642948 = -127308.887573
  nChanged 1
		SP:Iteration 4Q (52581.050000 sec): 3 clusters
  Score: Raw -134994.444464 + Penalty 7679.642948 = -127314.801516
  nChanged 1
		SP:Iteration 5Q (52581.050000 sec): 3 clusters
  Score: Raw -134999.378594 + Penalty 7679.642948 = -127319.735646
  nChanged 0
		SP:Iteration 6F (52581.060000 sec): 3 clusters
  Score: Raw -134999.378594 + Penalty 7679.642948 = -127319.735646
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52581.190000 sec): 2 clusters
  Score: Raw -4669353.529142 + Penalty 5992.786237 = -4663360.742905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52581.330000 sec): 3 clusters
  Score: Raw -4660278.220233 + Penalty 11985.572474 = -4648292.647760
  nChanged 7097
		SP:Iteration 1F (52581.460000 sec): 3 clusters
  Score: Raw -4664166.910001 + Penalty 11985.572474 = -4652181.337527
  nChanged 1288
		SP:Iteration 2F (52581.600000 sec): 3 clusters
  Score: Raw -4664829.318978 + Penalty 11985.572474 = -4652843.746504
  nChanged 945
		SP:Iteration 3F (52581.730000 sec): 3 clusters
  Score: Raw -4665318.904557 + Penalty 11985.572474 = -4653333.332083
  nChanged 759
		SP:Iteration 4Q (52581.870000 sec): 3 clusters
  Score: Raw -4665680.060868 + Penalty 11985.572474 = -4653694.488394
  nChanged 666
		SP:Iteration 5Q (52582.010000 sec): 3 clusters
  Score: Raw -4666022.717236 + Penalty 11985.572474 = -4654037.144762
  nChanged 682
		SP:Iteration 6Q (52582.140000 sec): 3 clusters
  Score: Raw -4666401.442346 + Penalty 11985.572474 = -4654415.869872
  nChanged 681
		SP:Iteration 7Q (52582.280000 sec): 3 clusters
  Score: Raw -4666811.214817 + Penalty 11985.572474 = -4654825.642343
  nChanged 735
		SP:Iteration 8Q (52582.420000 sec): 3 clusters
  Score: Raw -4667285.569138 + Penalty 11985.572474 = -4655299.996664
  nChanged 708
		SP:Iteration 9Q (52582.550000 sec): 3 clusters
  Score: Raw -4667781.212732 + Penalty 11985.572474 = -4655795.640258
  nChanged 677
		SP:Iteration 10Q (52582.690000 sec): 3 clusters
  Score: Raw -4668237.618856 + Penalty 11985.572474 = -4656252.046383
  nChanged 638
		SP:Iteration 11Q (52582.820000 sec): 3 clusters
  Score: Raw -4668645.195294 + Penalty 11985.572474 = -4656659.622820
  nChanged 550
		SP:Iteration 12Q (52582.960000 sec): 3 clusters
  Score: Raw -4668988.848063 + Penalty 11985.572474 = -4657003.275589
  nChanged 458
		SP:Iteration 13Q (52583.090000 sec): 3 clusters
  Score: Raw -4669243.842118 + Penalty 11985.572474 = -4657258.269644
  nChanged 376
		SP:Iteration 14Q (52583.230000 sec): 3 clusters
  Score: Raw -4669455.364432 + Penalty 11985.572474 = -4657469.791958
  nChanged 338
		SP:Iteration 15Q (52583.360000 sec): 3 clusters
  Score: Raw -4669648.700569 + Penalty 11985.572474 = -4657663.128096
  nChanged 294
		SP:Iteration 16Q (52583.490000 sec): 3 clusters
  Score: Raw -4669813.229859 + Penalty 11985.572474 = -4657827.657385
  nChanged 239
		SP:Iteration 17Q (52583.620000 sec): 3 clusters
  Score: Raw -4669941.260156 + Penalty 11985.572474 = -4657955.687683
  nChanged 206
		SP:Iteration 18Q (52583.750000 sec): 3 clusters
  Score: Raw -4670051.529699 + Penalty 11985.572474 = -4658065.957225
  nChanged 204
		SP:Iteration 19Q (52583.880000 sec): 3 clusters
  Score: Raw -4670165.761544 + Penalty 11985.572474 = -4658180.189070
  nChanged 172
		SP:Iteration 20F (52584.020000 sec): 3 clusters
  Score: Raw -4670262.323976 + Penalty 11985.572474 = -4658276.751502
  nChanged 180
		SP:Iteration 21Q (52584.150000 sec): 3 clusters
  Score: Raw -4670368.149721 + Penalty 11985.572474 = -4658382.577247
  nChanged 175
		SP:Iteration 22Q (52584.280000 sec): 3 clusters
  Score: Raw -4670470.278225 + Penalty 11985.572474 = -4658484.705751
  nChanged 151
		SP:Iteration 23Q (52584.410000 sec): 3 clusters
  Score: Raw -4670560.936030 + Penalty 11985.572474 = -4658575.363557
  nChanged 137
		SP:Iteration 24Q (52584.530000 sec): 3 clusters
  Score: Raw -4670642.649010 + Penalty 11985.572474 = -4658657.076536
  nChanged 123
		SP:Iteration 25Q (52584.660000 sec): 3 clusters
  Score: Raw -4670719.063190 + Penalty 11985.572474 = -4658733.490716
  nChanged 132
		SP:Iteration 26Q (52584.790000 sec): 3 clusters
  Score: Raw -4670797.119288 + Penalty 11985.572474 = -4658811.546814
  nChanged 127
		SP:Iteration 27Q (52584.910000 sec): 3 clusters
  Score: Raw -4670874.115047 + Penalty 11985.572474 = -4658888.542573
  nChanged 133
		SP:Iteration 28Q (52585.030000 sec): 3 clusters
  Score: Raw -4670953.794117 + Penalty 11985.572474 = -4658968.221643
  nChanged 123
		SP:Iteration 29Q (52585.150000 sec): 3 clusters
  Score: Raw -4671042.399312 + Penalty 11985.572474 = -4659056.826839
  nChanged 122
		SP:Iteration 30Q (52585.280000 sec): 3 clusters
  Score: Raw -4671119.402856 + Penalty 11985.572474 = -4659133.830382
  nChanged 110
		SP:Iteration 31Q (52585.400000 sec): 3 clusters
  Score: Raw -4671195.184079 + Penalty 11985.572474 = -4659209.611605
  nChanged 102
		SP:Iteration 32Q (52585.510000 sec): 3 clusters
  Score: Raw -4671261.392601 + Penalty 11985.572474 = -4659275.820127
  nChanged 105
		SP:Iteration 33Q (52585.630000 sec): 3 clusters
  Score: Raw -4671318.028494 + Penalty 11985.572474 = -4659332.456020
  nChanged 84
		SP:Iteration 34Q (52585.750000 sec): 3 clusters
  Score: Raw -4671355.166425 + Penalty 11985.572474 = -4659369.593951
  nChanged 65
		SP:Iteration 35Q (52585.870000 sec): 3 clusters
  Score: Raw -4671384.962134 + Penalty 11985.572474 = -4659399.389660
  nChanged 65
		SP:Iteration 36Q (52585.980000 sec): 3 clusters
  Score: Raw -4671416.114261 + Penalty 11985.572474 = -4659430.541787
  nChanged 62
		SP:Iteration 37Q (52586.090000 sec): 3 clusters
  Score: Raw -4671446.114519 + Penalty 11985.572474 = -4659460.542045
  nChanged 52
		SP:Iteration 38Q (52586.210000 sec): 3 clusters
  Score: Raw -4671467.511874 + Penalty 11985.572474 = -4659481.939400
  nChanged 47
		SP:Iteration 39Q (52586.320000 sec): 3 clusters
  Score: Raw -4671486.685143 + Penalty 11985.572474 = -4659501.112669
  nChanged 39
		SP:Iteration 40F (52586.460000 sec): 3 clusters
  Score: Raw -4671499.975830 + Penalty 11985.572474 = -4659514.403356
  nChanged 33
		SP:Iteration 41Q (52586.570000 sec): 3 clusters
  Score: Raw -4671515.527827 + Penalty 11985.572474 = -4659529.955354
  nChanged 37
		SP:Iteration 42Q (52586.690000 sec): 3 clusters
  Score: Raw -4671528.129028 + Penalty 11985.572474 = -4659542.556554
  nChanged 21
		SP:Iteration 43Q (52586.800000 sec): 3 clusters
  Score: Raw -4671534.431213 + Penalty 11985.572474 = -4659548.858739
  nChanged 13
		SP:Iteration 44Q (52586.910000 sec): 3 clusters
  Score: Raw -4671539.762912 + Penalty 11985.572474 = -4659554.190438
  nChanged 12
		SP:Iteration 45Q (52587.030000 sec): 3 clusters
  Score: Raw -4671543.708747 + Penalty 11985.572474 = -4659558.136273
  nChanged 9
		SP:Iteration 46Q (52587.140000 sec): 3 clusters
  Score: Raw -4671546.092798 + Penalty 11985.572474 = -4659560.520325
  nChanged 6
		SP:Iteration 47Q (52587.250000 sec): 3 clusters
  Score: Raw -4671547.948621 + Penalty 11985.572474 = -4659562.376147
  nChanged 9
		SP:Iteration 48Q (52587.370000 sec): 3 clusters
  Score: Raw -4671550.699567 + Penalty 11985.572474 = -4659565.127094
  nChanged 8
		SP:Iteration 49Q (52587.480000 sec): 3 clusters
  Score: Raw -4671553.149692 + Penalty 11985.572474 = -4659567.577218
  nChanged 8
		SP:Iteration 50Q (52587.590000 sec): 3 clusters
  Score: Raw -4671556.193817 + Penalty 11985.572474 = -4659570.621343
  nChanged 6
		SP:Iteration 51Q (52587.710000 sec): 3 clusters
  Score: Raw -4671557.695180 + Penalty 11985.572474 = -4659572.122706
  nChanged 3
		SP:Iteration 52Q (52587.820000 sec): 3 clusters
  Score: Raw -4671558.203148 + Penalty 11985.572474 = -4659572.630674
  nChanged 3
		SP:Iteration 53Q (52587.930000 sec): 3 clusters
  Score: Raw -4671559.753510 + Penalty 11985.572474 = -4659574.181036
  nChanged 5
		SP:Iteration 54Q (52588.040000 sec): 3 clusters
  Score: Raw -4671560.644079 + Penalty 11985.572474 = -4659575.071605
  nChanged 2
		SP:Iteration 55Q (52588.160000 sec): 3 clusters
  Score: Raw -4671561.205933 + Penalty 11985.572474 = -4659575.633459
  nChanged 1
		SP:Iteration 56Q (52588.270000 sec): 3 clusters
  Score: Raw -4671561.448227 + Penalty 11985.572474 = -4659575.875753
  nChanged 3
		SP:Iteration 57Q (52588.380000 sec): 3 clusters
  Score: Raw -4671562.206369 + Penalty 11985.572474 = -4659576.633895
  nChanged 1
		SP:Iteration 58Q (52588.490000 sec): 3 clusters
  Score: Raw -4671562.489899 + Penalty 11985.572474 = -4659576.917425
  nChanged 1
		SP:Iteration 59Q (52588.610000 sec): 3 clusters
  Score: Raw -4671562.665035 + Penalty 11985.572474 = -4659577.092561
  nChanged 2
		SP:Iteration 60F (52588.740000 sec): 3 clusters
  Score: Raw -4671563.203331 + Penalty 11985.572474 = -4659577.630857
  nChanged 2
		SP:Iteration 61Q (52588.850000 sec): 3 clusters
  Score: Raw -4671563.678842 + Penalty 11985.572474 = -4659578.106368
  nChanged 3
		SP:Iteration 62Q (52588.970000 sec): 3 clusters
  Score: Raw -4671564.381913 + Penalty 11985.572474 = -4659578.809440
  nChanged 3
		SP:Iteration 63Q (52589.080000 sec): 3 clusters
  Score: Raw -4671565.246357 + Penalty 11985.572474 = -4659579.673883
  nChanged 7
		SP:Iteration 64Q (52589.190000 sec): 3 clusters
  Score: Raw -4671567.195743 + Penalty 11985.572474 = -4659581.623269
  nChanged 7
		SP:Iteration 65Q (52589.310000 sec): 3 clusters
  Score: Raw -4671570.099373 + Penalty 11985.572474 = -4659584.526899
  nChanged 6
		SP:Iteration 66Q (52589.420000 sec): 3 clusters
  Score: Raw -4671572.145048 + Penalty 11985.572474 = -4659586.572574
  nChanged 5
		SP:Iteration 67Q (52589.530000 sec): 3 clusters
  Score: Raw -4671573.175140 + Penalty 11985.572474 = -4659587.602666
  nChanged 3
		SP:Iteration 68Q (52589.650000 sec): 3 clusters
  Score: Raw -4671573.970681 + Penalty 11985.572474 = -4659588.398208
  nChanged 2
		SP:Iteration 69Q (52589.760000 sec): 3 clusters
  Score: Raw -4671574.333896 + Penalty 11985.572474 = -4659588.761422
  nChanged 2
		SP:Iteration 70Q (52589.870000 sec): 3 clusters
  Score: Raw -4671574.836356 + Penalty 11985.572474 = -4659589.263883
  nChanged 0
		SP:Iteration 71F (52590.010000 sec): 3 clusters
  Score: Raw -4671574.836356 + Penalty 11985.572474 = -4659589.263883
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52590.050000 sec): 2 clusters
  Score: Raw -903865.692903 + Penalty 5025.361495 = -898840.331408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52590.070000 sec): 3 clusters
  Score: Raw -902746.856556 + Penalty 10050.722990 = -892696.133566
  nChanged 1084
		SP:Iteration 1F (52590.100000 sec): 3 clusters
  Score: Raw -903764.793930 + Penalty 10050.722990 = -893714.070939
  nChanged 295
		SP:Iteration 2F (52590.130000 sec): 3 clusters
  Score: Raw -904196.643379 + Penalty 10050.722990 = -894145.920388
  nChanged 193
		SP:Iteration 3F (52590.150000 sec): 3 clusters
  Score: Raw -904491.323242 + Penalty 10050.722990 = -894440.600251
  nChanged 148
		SP:Iteration 4Q (52590.180000 sec): 3 clusters
  Score: Raw -904719.473772 + Penalty 10050.722990 = -894668.750782
  nChanged 133
		SP:Iteration 5Q (52590.210000 sec): 3 clusters
  Score: Raw -904904.956428 + Penalty 10050.722990 = -894854.233437
  nChanged 101
		SP:Iteration 6Q (52590.230000 sec): 3 clusters
  Score: Raw -905048.922943 + Penalty 10050.722990 = -894998.199953
  nChanged 89
		SP:Iteration 7Q (52590.260000 sec): 3 clusters
  Score: Raw -905161.425943 + Penalty 10050.722990 = -895110.702952
  nChanged 84
		SP:Iteration 8Q (52590.290000 sec): 3 clusters
  Score: Raw -905279.402631 + Penalty 10050.722990 = -895228.679641
  nChanged 73
		SP:Iteration 9Q (52590.310000 sec): 3 clusters
  Score: Raw -905365.183342 + Penalty 10050.722990 = -895314.460351
  nChanged 63
		SP:Iteration 10Q (52590.330000 sec): 3 clusters
  Score: Raw -905437.972413 + Penalty 10050.722990 = -895387.249422
  nChanged 44
		SP:Iteration 11Q (52590.360000 sec): 3 clusters
  Score: Raw -905483.664387 + Penalty 10050.722990 = -895432.941396
  nChanged 30
		SP:Iteration 12Q (52590.390000 sec): 3 clusters
  Score: Raw -905519.849463 + Penalty 10050.722990 = -895469.126473
  nChanged 32
		SP:Iteration 13Q (52590.410000 sec): 3 clusters
  Score: Raw -905549.625264 + Penalty 10050.722990 = -895498.902273
  nChanged 28
		SP:Iteration 14Q (52590.440000 sec): 3 clusters
  Score: Raw -905575.524987 + Penalty 10050.722990 = -895524.801996
  nChanged 24
		SP:Iteration 15Q (52590.460000 sec): 3 clusters
  Score: Raw -905594.920434 + Penalty 10050.722990 = -895544.197444
  nChanged 14
		SP:Iteration 16Q (52590.490000 sec): 3 clusters
  Score: Raw -905604.576222 + Penalty 10050.722990 = -895553.853231
  nChanged 12
		SP:Iteration 17Q (52590.520000 sec): 3 clusters
  Score: Raw -905613.957739 + Penalty 10050.722990 = -895563.234749
  nChanged 8
		SP:Iteration 18Q (52590.540000 sec): 3 clusters
  Score: Raw -905620.195352 + Penalty 10050.722990 = -895569.472361
  nChanged 8
		SP:Iteration 19Q (52590.570000 sec): 3 clusters
  Score: Raw -905625.255810 + Penalty 10050.722990 = -895574.532820
  nChanged 3
		SP:Iteration 20F (52590.590000 sec): 3 clusters
  Score: Raw -905627.650026 + Penalty 10050.722990 = -895576.927035
  nChanged 3
		SP:Iteration 21Q (52590.620000 sec): 3 clusters
  Score: Raw -905630.878287 + Penalty 10050.722990 = -895580.155296
  nChanged 3
		SP:Iteration 22Q (52590.640000 sec): 3 clusters
  Score: Raw -905633.597813 + Penalty 10050.722990 = -895582.874823
  nChanged 4
		SP:Iteration 23Q (52590.670000 sec): 3 clusters
  Score: Raw -905637.979458 + Penalty 10050.722990 = -895587.256468
  nChanged 5
		SP:Iteration 24Q (52590.690000 sec): 3 clusters
  Score: Raw -905642.712603 + Penalty 10050.722990 = -895591.989612
  nChanged 2
		SP:Iteration 25Q (52590.720000 sec): 3 clusters
  Score: Raw -905643.863081 + Penalty 10050.722990 = -895593.140091
  nChanged 0
		SP:Iteration 26F (52590.740000 sec): 3 clusters
  Score: Raw -905643.863081 + Penalty 10050.722990 = -895593.140091
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52590.760000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52590.770000 sec): 3 clusters
  Score: Raw -382083.752509 + Penalty 8912.086091 = -373171.666418
  nChanged 283
		SP:Iteration 1F (52590.780000 sec): 3 clusters
  Score: Raw -382521.306581 + Penalty 8912.086091 = -373609.220490
  nChanged 63
		SP:Iteration 2Q (52590.800000 sec): 3 clusters
  Score: Raw -382657.214008 + Penalty 8912.086091 = -373745.127916
  nChanged 31
		SP:Iteration 3Q (52590.800000 sec): 3 clusters
  Score: Raw -382768.282481 + Penalty 8912.086091 = -373856.196390
  nChanged 23
		SP:Iteration 4Q (52590.820000 sec): 3 clusters
  Score: Raw -382841.693755 + Penalty 8912.086091 = -373929.607664
  nChanged 21
		SP:Iteration 5Q (52590.830000 sec): 3 clusters
  Score: Raw -382899.602578 + Penalty 8912.086091 = -373987.516487
  nChanged 16
		SP:Iteration 6Q (52590.840000 sec): 3 clusters
  Score: Raw -382932.381310 + Penalty 8912.086091 = -374020.295218
  nChanged 13
		SP:Iteration 7Q (52590.850000 sec): 3 clusters
  Score: Raw -382969.787215 + Penalty 8912.086091 = -374057.701124
  nChanged 20
		SP:Iteration 8Q (52590.860000 sec): 3 clusters
  Score: Raw -383034.132797 + Penalty 8912.086091 = -374122.046706
  nChanged 16
		SP:Iteration 9Q (52590.870000 sec): 3 clusters
  Score: Raw -383072.683073 + Penalty 8912.086091 = -374160.596981
  nChanged 13
		SP:Iteration 10Q (52590.880000 sec): 3 clusters
  Score: Raw -383095.149578 + Penalty 8912.086091 = -374183.063487
  nChanged 9
		SP:Iteration 11Q (52590.890000 sec): 3 clusters
  Score: Raw -383113.775991 + Penalty 8912.086091 = -374201.689899
  nChanged 7
		SP:Iteration 12Q (52590.900000 sec): 3 clusters
  Score: Raw -383128.007726 + Penalty 8912.086091 = -374215.921635
  nChanged 9
		SP:Iteration 13Q (52590.910000 sec): 3 clusters
  Score: Raw -383145.560626 + Penalty 8912.086091 = -374233.474535
  nChanged 6
		SP:Iteration 14Q (52590.920000 sec): 3 clusters
  Score: Raw -383157.404889 + Penalty 8912.086091 = -374245.318798
  nChanged 4
		SP:Iteration 15Q (52590.930000 sec): 3 clusters
  Score: Raw -383167.992004 + Penalty 8912.086091 = -374255.905912
  nChanged 3
		SP:Iteration 16Q (52590.940000 sec): 3 clusters
  Score: Raw -383173.854514 + Penalty 8912.086091 = -374261.768422
  nChanged 2
		SP:Iteration 17Q (52590.950000 sec): 3 clusters
  Score: Raw -383177.024165 + Penalty 8912.086091 = -374264.938074
  nChanged 1
		SP:Iteration 18Q (52590.960000 sec): 3 clusters
  Score: Raw -383177.711797 + Penalty 8912.086091 = -374265.625706
  nChanged 0
		SP:Iteration 19F (52590.970000 sec): 3 clusters
  Score: Raw -383177.711797 + Penalty 8912.086091 = -374265.625706
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52590.980000 sec): 2 clusters
  Score: Raw -336174.042380 + Penalty 4393.110053 = -331780.932327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52590.990000 sec): 3 clusters
  Score: Raw -336178.677258 + Penalty 8786.220107 = -327392.457151
  nChanged 223
		SP:Iteration 1F (52591.000000 sec): 3 clusters
  Score: Raw -336606.802021 + Penalty 8786.220107 = -327820.581914
  nChanged 53
		SP:Iteration 2Q (52591.020000 sec): 3 clusters
  Score: Raw -336710.836634 + Penalty 8786.220107 = -327924.616527
  nChanged 12
		SP:Iteration 3Q (52591.020000 sec): 3 clusters
  Score: Raw -336745.173918 + Penalty 8786.220107 = -327958.953811
  nChanged 12
		SP:Iteration 4Q (52591.030000 sec): 3 clusters
  Score: Raw -336782.143305 + Penalty 8786.220107 = -327995.923198
  nChanged 12
		SP:Iteration 5Q (52591.040000 sec): 3 clusters
  Score: Raw -336811.011440 + Penalty 8786.220107 = -328024.791333
  nChanged 7
		SP:Iteration 6Q (52591.050000 sec): 3 clusters
  Score: Raw -336823.171761 + Penalty 8786.220107 = -328036.951654
  nChanged 2
		SP:Iteration 7Q (52591.060000 sec): 3 clusters
  Score: Raw -336824.732872 + Penalty 8786.220107 = -328038.512765
  nChanged 0
		SP:Iteration 8F (52591.070000 sec): 3 clusters
  Score: Raw -336824.732872 + Penalty 8786.220107 = -328038.512765
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52591.170000 sec): 2 clusters
  Score: Raw -3481239.101265 + Penalty 5819.770302 = -3475419.330963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52591.270000 sec): 3 clusters
  Score: Raw -3474731.903869 + Penalty 11639.540604 = -3463092.363264
  nChanged 5134
		SP:Iteration 1F (52591.370000 sec): 3 clusters
  Score: Raw -3477603.872275 + Penalty 11639.540604 = -3465964.331671
  nChanged 964
		SP:Iteration 2F (52591.480000 sec): 3 clusters
  Score: Raw -3478136.070093 + Penalty 11639.540604 = -3466496.529489
  nChanged 673
		SP:Iteration 3F (52591.580000 sec): 3 clusters
  Score: Raw -3478514.345704 + Penalty 11639.540604 = -3466874.805100
  nChanged 547
		SP:Iteration 4Q (52591.680000 sec): 3 clusters
  Score: Raw -3478809.489796 + Penalty 11639.540604 = -3467169.949192
  nChanged 460
		SP:Iteration 5Q (52591.780000 sec): 3 clusters
  Score: Raw -3479056.101550 + Penalty 11639.540604 = -3467416.560945
  nChanged 405
		SP:Iteration 6Q (52591.880000 sec): 3 clusters
  Score: Raw -3479316.649327 + Penalty 11639.540604 = -3467677.108722
  nChanged 438
		SP:Iteration 7Q (52591.980000 sec): 3 clusters
  Score: Raw -3479611.954681 + Penalty 11639.540604 = -3467972.414076
  nChanged 443
		SP:Iteration 8Q (52592.080000 sec): 3 clusters
  Score: Raw -3479917.576887 + Penalty 11639.540604 = -3468278.036282
  nChanged 463
		SP:Iteration 9Q (52592.180000 sec): 3 clusters
  Score: Raw -3480215.087413 + Penalty 11639.540604 = -3468575.546809
  nChanged 458
		SP:Iteration 10Q (52592.280000 sec): 3 clusters
  Score: Raw -3480539.483032 + Penalty 11639.540604 = -3468899.942427
  nChanged 491
		SP:Iteration 11Q (52592.380000 sec): 3 clusters
  Score: Raw -3480859.988747 + Penalty 11639.540604 = -3469220.448143
  nChanged 464
		SP:Iteration 12Q (52592.480000 sec): 3 clusters
  Score: Raw -3481167.114227 + Penalty 11639.540604 = -3469527.573623
  nChanged 437
		SP:Iteration 13Q (52592.580000 sec): 3 clusters
  Score: Raw -3481468.072296 + Penalty 11639.540604 = -3469828.531692
  nChanged 442
		SP:Iteration 14Q (52592.680000 sec): 3 clusters
  Score: Raw -3481775.372453 + Penalty 11639.540604 = -3470135.831848
  nChanged 428
		SP:Iteration 15Q (52592.780000 sec): 3 clusters
  Score: Raw -3482069.833586 + Penalty 11639.540604 = -3470430.292982
  nChanged 394
		SP:Iteration 16Q (52592.880000 sec): 3 clusters
  Score: Raw -3482373.356757 + Penalty 11639.540604 = -3470733.816153
  nChanged 402
		SP:Iteration 17Q (52592.970000 sec): 3 clusters
  Score: Raw -3482687.745091 + Penalty 11639.540604 = -3471048.204487
  nChanged 383
		SP:Iteration 18Q (52593.070000 sec): 3 clusters
  Score: Raw -3482997.607936 + Penalty 11639.540604 = -3471358.067332
  nChanged 334
		SP:Iteration 19Q (52593.160000 sec): 3 clusters
  Score: Raw -3483250.778288 + Penalty 11639.540604 = -3471611.237683
  nChanged 267
		SP:Iteration 20F (52593.260000 sec): 3 clusters
  Score: Raw -3483428.178416 + Penalty 11639.540604 = -3471788.637812
  nChanged 206
		SP:Iteration 21Q (52593.360000 sec): 3 clusters
  Score: Raw -3483552.134347 + Penalty 11639.540604 = -3471912.593743
  nChanged 139
		SP:Iteration 22Q (52593.450000 sec): 3 clusters
  Score: Raw -3483620.024155 + Penalty 11639.540604 = -3471980.483551
  nChanged 84
		SP:Iteration 23Q (52593.540000 sec): 3 clusters
  Score: Raw -3483659.490641 + Penalty 11639.540604 = -3472019.950037
  nChanged 71
		SP:Iteration 24Q (52593.630000 sec): 3 clusters
  Score: Raw -3483682.959465 + Penalty 11639.540604 = -3472043.418861
  nChanged 57
		SP:Iteration 25Q (52593.720000 sec): 3 clusters
  Score: Raw -3483702.942025 + Penalty 11639.540604 = -3472063.401420
  nChanged 41
		SP:Iteration 26Q (52593.810000 sec): 3 clusters
  Score: Raw -3483718.382854 + Penalty 11639.540604 = -3472078.842249
  nChanged 35
		SP:Iteration 27Q (52593.900000 sec): 3 clusters
  Score: Raw -3483729.283274 + Penalty 11639.540604 = -3472089.742670
  nChanged 29
		SP:Iteration 28Q (52593.980000 sec): 3 clusters
  Score: Raw -3483736.272642 + Penalty 11639.540604 = -3472096.732038
  nChanged 14
		SP:Iteration 29Q (52594.080000 sec): 3 clusters
  Score: Raw -3483740.707260 + Penalty 11639.540604 = -3472101.166655
  nChanged 15
		SP:Iteration 30Q (52594.160000 sec): 3 clusters
  Score: Raw -3483745.867979 + Penalty 11639.540604 = -3472106.327375
  nChanged 16
		SP:Iteration 31Q (52594.250000 sec): 3 clusters
  Score: Raw -3483750.416362 + Penalty 11639.540604 = -3472110.875757
  nChanged 11
		SP:Iteration 32Q (52594.340000 sec): 3 clusters
  Score: Raw -3483752.980097 + Penalty 11639.540604 = -3472113.439493
  nChanged 9
		SP:Iteration 33Q (52594.430000 sec): 3 clusters
  Score: Raw -3483755.488388 + Penalty 11639.540604 = -3472115.947783
  nChanged 4
		SP:Iteration 34Q (52594.520000 sec): 3 clusters
  Score: Raw -3483756.442125 + Penalty 11639.540604 = -3472116.901521
  nChanged 3
		SP:Iteration 35Q (52594.600000 sec): 3 clusters
  Score: Raw -3483757.033297 + Penalty 11639.540604 = -3472117.492693
  nChanged 4
		SP:Iteration 36Q (52594.690000 sec): 3 clusters
  Score: Raw -3483758.296397 + Penalty 11639.540604 = -3472118.755792
  nChanged 1
		SP:Iteration 37Q (52594.780000 sec): 3 clusters
  Score: Raw -3483758.630437 + Penalty 11639.540604 = -3472119.089833
  nChanged 1
		SP:Iteration 38Q (52594.870000 sec): 3 clusters
  Score: Raw -3483758.787724 + Penalty 11639.540604 = -3472119.247120
  nChanged 0
		SP:Iteration 39F (52594.970000 sec): 3 clusters
  Score: Raw -3483758.787724 + Penalty 11639.540604 = -3472119.247120
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (16311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52595.080000 sec): 2 clusters
  Score: Raw -4348891.097913 + Penalty 5941.001941 = -4342950.095971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52595.200000 sec): 3 clusters
  Score: Raw -4340643.377316 + Penalty 11882.003882 = -4328761.373433
  nChanged 6444
		SP:Iteration 1F (52595.320000 sec): 3 clusters
  Score: Raw -4344029.376781 + Penalty 11882.003882 = -4332147.372899
  nChanged 1143
		SP:Iteration 2F (52595.450000 sec): 3 clusters
  Score: Raw -4344654.896669 + Penalty 11882.003882 = -4332772.892787
  nChanged 807
		SP:Iteration 3Q (52595.570000 sec): 3 clusters
  Score: Raw -4345074.439010 + Penalty 11882.003882 = -4333192.435128
  nChanged 675
		SP:Iteration 4Q (52595.700000 sec): 3 clusters
  Score: Raw -4345413.119327 + Penalty 11882.003882 = -4333531.115444
  nChanged 579
		SP:Iteration 5Q (52595.820000 sec): 3 clusters
  Score: Raw -4345689.108091 + Penalty 11882.003882 = -4333807.104209
  nChanged 523
		SP:Iteration 6Q (52595.940000 sec): 3 clusters
  Score: Raw -4345939.217249 + Penalty 11882.003882 = -4334057.213366
  nChanged 486
		SP:Iteration 7Q (52596.070000 sec): 3 clusters
  Score: Raw -4346197.615353 + Penalty 11882.003882 = -4334315.611471
  nChanged 503
		SP:Iteration 8Q (52596.190000 sec): 3 clusters
  Score: Raw -4346462.108812 + Penalty 11882.003882 = -4334580.104929
  nChanged 485
		SP:Iteration 9Q (52596.310000 sec): 3 clusters
  Score: Raw -4346703.621527 + Penalty 11882.003882 = -4334821.617645
  nChanged 464
		SP:Iteration 10Q (52596.440000 sec): 3 clusters
  Score: Raw -4346934.538201 + Penalty 11882.003882 = -4335052.534318
  nChanged 456
		SP:Iteration 11Q (52596.560000 sec): 3 clusters
  Score: Raw -4347153.952652 + Penalty 11882.003882 = -4335271.948770
  nChanged 465
		SP:Iteration 12Q (52596.680000 sec): 3 clusters
  Score: Raw -4347387.380643 + Penalty 11882.003882 = -4335505.376761
  nChanged 435
		SP:Iteration 13Q (52596.800000 sec): 3 clusters
  Score: Raw -4347611.675144 + Penalty 11882.003882 = -4335729.671261
  nChanged 419
		SP:Iteration 14Q (52596.920000 sec): 3 clusters
  Score: Raw -4347826.424149 + Penalty 11882.003882 = -4335944.420267
  nChanged 379
		SP:Iteration 15Q (52597.040000 sec): 3 clusters
  Score: Raw -4348016.353453 + Penalty 11882.003882 = -4336134.349571
  nChanged 360
		SP:Iteration 16Q (52597.160000 sec): 3 clusters
  Score: Raw -4348204.163994 + Penalty 11882.003882 = -4336322.160112
  nChanged 350
		SP:Iteration 17Q (52597.280000 sec): 3 clusters
  Score: Raw -4348380.950418 + Penalty 11882.003882 = -4336498.946536
  nChanged 335
		SP:Iteration 18Q (52597.410000 sec): 3 clusters
  Score: Raw -4348561.018090 + Penalty 11882.003882 = -4336679.014208
  nChanged 301
		SP:Iteration 19Q (52597.530000 sec): 3 clusters
  Score: Raw -4348718.572560 + Penalty 11882.003882 = -4336836.568678
  nChanged 274
		SP:Iteration 20F (52597.650000 sec): 3 clusters
  Score: Raw -4348875.359027 + Penalty 11882.003882 = -4336993.355145
  nChanged 273
		SP:Iteration 21Q (52597.770000 sec): 3 clusters
  Score: Raw -4349055.464109 + Penalty 11882.003882 = -4337173.460227
  nChanged 289
		SP:Iteration 22Q (52597.890000 sec): 3 clusters
  Score: Raw -4349264.176702 + Penalty 11882.003882 = -4337382.172820
  nChanged 265
		SP:Iteration 23Q (52598.010000 sec): 3 clusters
  Score: Raw -4349460.317169 + Penalty 11882.003882 = -4337578.313287
  nChanged 240
		SP:Iteration 24Q (52598.130000 sec): 3 clusters
  Score: Raw -4349636.857737 + Penalty 11882.003882 = -4337754.853855
  nChanged 213
		SP:Iteration 25Q (52598.240000 sec): 3 clusters
  Score: Raw -4349786.089818 + Penalty 11882.003882 = -4337904.085936
  nChanged 181
		SP:Iteration 26Q (52598.360000 sec): 3 clusters
  Score: Raw -4349918.488903 + Penalty 11882.003882 = -4338036.485021
  nChanged 162
		SP:Iteration 27Q (52598.470000 sec): 3 clusters
  Score: Raw -4350047.168465 + Penalty 11882.003882 = -4338165.164583
  nChanged 132
		SP:Iteration 28Q (52598.580000 sec): 3 clusters
  Score: Raw -4350139.630149 + Penalty 11882.003882 = -4338257.626267
  nChanged 122
		SP:Iteration 29Q (52598.690000 sec): 3 clusters
  Score: Raw -4350234.984535 + Penalty 11882.003882 = -4338352.980652
  nChanged 110
		SP:Iteration 30Q (52598.800000 sec): 3 clusters
  Score: Raw -4350317.889595 + Penalty 11882.003882 = -4338435.885713
  nChanged 94
		SP:Iteration 31Q (52598.900000 sec): 3 clusters
  Score: Raw -4350396.222902 + Penalty 11882.003882 = -4338514.219020
  nChanged 90
		SP:Iteration 32Q (52599.000000 sec): 3 clusters
  Score: Raw -4350475.814223 + Penalty 11882.003882 = -4338593.810341
  nChanged 84
		SP:Iteration 33Q (52599.100000 sec): 3 clusters
  Score: Raw -4350559.736045 + Penalty 11882.003882 = -4338677.732163
  nChanged 76
		SP:Iteration 34Q (52599.200000 sec): 3 clusters
  Score: Raw -4350633.158829 + Penalty 11882.003882 = -4338751.154947
  nChanged 65
		SP:Iteration 35Q (52599.300000 sec): 3 clusters
  Score: Raw -4350692.630627 + Penalty 11882.003882 = -4338810.626745
  nChanged 65
		SP:Iteration 36Q (52599.400000 sec): 3 clusters
  Score: Raw -4350744.779947 + Penalty 11882.003882 = -4338862.776065
  nChanged 55
		SP:Iteration 37Q (52599.500000 sec): 3 clusters
  Score: Raw -4350779.801549 + Penalty 11882.003882 = -4338897.797666
  nChanged 37
		SP:Iteration 38Q (52599.590000 sec): 3 clusters
  Score: Raw -4350802.680462 + Penalty 11882.003882 = -4338920.676580
  nChanged 21
		SP:Iteration 39Q (52599.690000 sec): 3 clusters
  Score: Raw -4350814.214263 + Penalty 11882.003882 = -4338932.210381
  nChanged 12
		SP:Iteration 40F (52599.810000 sec): 3 clusters
  Score: Raw -4350820.366916 + Penalty 11882.003882 = -4338938.363034
  nChanged 10
		SP:Iteration 41Q (52599.900000 sec): 3 clusters
  Score: Raw -4350825.200043 + Penalty 11882.003882 = -4338943.196161
  nChanged 11
		SP:Iteration 42Q (52600.000000 sec): 3 clusters
  Score: Raw -4350830.177223 + Penalty 11882.003882 = -4338948.173341
  nChanged 4
		SP:Iteration 43Q (52600.090000 sec): 3 clusters
  Score: Raw -4350832.033398 + Penalty 11882.003882 = -4338950.029516
  nChanged 2
		SP:Iteration 44Q (52600.190000 sec): 3 clusters
  Score: Raw -4350832.770641 + Penalty 11882.003882 = -4338950.766759
  nChanged 4
		SP:Iteration 45Q (52600.280000 sec): 3 clusters
  Score: Raw -4350834.469560 + Penalty 11882.003882 = -4338952.465678
  nChanged 1
		SP:Iteration 46Q (52600.380000 sec): 3 clusters
  Score: Raw -4350834.615141 + Penalty 11882.003882 = -4338952.611259
  nChanged 0
		SP:Iteration 47F (52600.500000 sec): 3 clusters
  Score: Raw -4350834.615141 + Penalty 11882.003882 = -4338952.611259
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52601.120000 sec): 2 clusters
  Score: Raw -23647540.610749 + Penalty 6978.283935 = -23640562.326814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52601.800000 sec): 3 clusters
  Score: Raw -23593555.299329 + Penalty 13956.567870 = -23579598.731459
  nChanged 40280
		SP:Iteration 1F (52602.480000 sec): 3 clusters
  Score: Raw -23615490.367598 + Penalty 13956.567870 = -23601533.799728
  nChanged 4041
		SP:Iteration 2Q (52603.170000 sec): 3 clusters
  Score: Raw -23616785.250939 + Penalty 13956.567870 = -23602828.683069
  nChanged 3809
		SP:Iteration 3Q (52603.860000 sec): 3 clusters
  Score: Raw -23618027.003961 + Penalty 13956.567870 = -23604070.436091
  nChanged 3698
		SP:Iteration 4Q (52604.550000 sec): 3 clusters
  Score: Raw -23619343.195889 + Penalty 13956.567870 = -23605386.628019
  nChanged 4017
		SP:Iteration 5Q (52605.230000 sec): 3 clusters
  Score: Raw -23621080.257838 + Penalty 13956.567870 = -23607123.689968
  nChanged 4696
		SP:Iteration 6F (52605.910000 sec): 3 clusters
  Score: Raw -23623656.286797 + Penalty 13956.567870 = -23609699.718927
  nChanged 5707
		SP:Iteration 7F (52606.600000 sec): 3 clusters
  Score: Raw -23627473.862336 + Penalty 13956.567870 = -23613517.294465
  nChanged 6352
		SP:Iteration 8F (52607.270000 sec): 3 clusters
  Score: Raw -23632433.610018 + Penalty 13956.567870 = -23618477.042148
  nChanged 6172
		SP:Iteration 9F (52607.950000 sec): 3 clusters
  Score: Raw -23637713.441559 + Penalty 13956.567870 = -23623756.873689
  nChanged 4975
		SP:Iteration 10F (52608.630000 sec): 3 clusters
  Score: Raw -23641980.881076 + Penalty 13956.567870 = -23628024.313206
  nChanged 3383
		SP:Iteration 11Q (52609.300000 sec): 3 clusters
  Score: Raw -23644761.390677 + Penalty 13956.567870 = -23630804.822806
  nChanged 2053
		SP:Iteration 12Q (52609.960000 sec): 3 clusters
  Score: Raw -23646423.023506 + Penalty 13956.567870 = -23632466.455636
  nChanged 1170
		SP:Iteration 13Q (52610.590000 sec): 3 clusters
  Score: Raw -23647348.614975 + Penalty 13956.567870 = -23633392.047104
  nChanged 641
		SP:Iteration 14Q (52611.180000 sec): 3 clusters
  Score: Raw -23647848.034074 + Penalty 13956.567870 = -23633891.466204
  nChanged 386
		SP:Iteration 15Q (52611.740000 sec): 3 clusters
  Score: Raw -23648142.414141 + Penalty 13956.567870 = -23634185.846271
  nChanged 258
		SP:Iteration 16Q (52612.280000 sec): 3 clusters
  Score: Raw -23648349.703800 + Penalty 13956.567870 = -23634393.135930
  nChanged 173
		SP:Iteration 17Q (52612.810000 sec): 3 clusters
  Score: Raw -23648476.023801 + Penalty 13956.567870 = -23634519.455930
  nChanged 102
		SP:Iteration 18Q (52613.330000 sec): 3 clusters
  Score: Raw -23648546.976962 + Penalty 13956.567870 = -23634590.409092
  nChanged 77
		SP:Iteration 19Q (52613.850000 sec): 3 clusters
  Score: Raw -23648606.009066 + Penalty 13956.567870 = -23634649.441196
  nChanged 55
		SP:Iteration 20F (52614.520000 sec): 3 clusters
  Score: Raw -23648652.967548 + Penalty 13956.567870 = -23634696.399678
  nChanged 55
		SP:Iteration 21Q (52615.030000 sec): 3 clusters
  Score: Raw -23648690.065029 + Penalty 13956.567870 = -23634733.497159
  nChanged 36
		SP:Iteration 22Q (52615.530000 sec): 3 clusters
  Score: Raw -23648715.495945 + Penalty 13956.567870 = -23634758.928075
  nChanged 37
		SP:Iteration 23Q (52616.040000 sec): 3 clusters
  Score: Raw -23648741.357496 + Penalty 13956.567870 = -23634784.789626
  nChanged 29
		SP:Iteration 24Q (52616.540000 sec): 3 clusters
  Score: Raw -23648760.916006 + Penalty 13956.567870 = -23634804.348136
  nChanged 21
		SP:Iteration 25Q (52617.050000 sec): 3 clusters
  Score: Raw -23648775.151845 + Penalty 13956.567870 = -23634818.583975
  nChanged 20
		SP:Iteration 26Q (52617.550000 sec): 3 clusters
  Score: Raw -23648790.139680 + Penalty 13956.567870 = -23634833.571810
  nChanged 16
		SP:Iteration 27Q (52618.050000 sec): 3 clusters
  Score: Raw -23648801.430700 + Penalty 13956.567870 = -23634844.862830
  nChanged 14
		SP:Iteration 28Q (52618.540000 sec): 3 clusters
  Score: Raw -23648809.369802 + Penalty 13956.567870 = -23634852.801932
  nChanged 9
		SP:Iteration 29Q (52619.040000 sec): 3 clusters
  Score: Raw -23648815.184157 + Penalty 13956.567870 = -23634858.616287
  nChanged 6
		SP:Iteration 30Q (52619.540000 sec): 3 clusters
  Score: Raw -23648818.767524 + Penalty 13956.567870 = -23634862.199654
  nChanged 2
		SP:Iteration 31Q (52620.030000 sec): 3 clusters
  Score: Raw -23648820.046054 + Penalty 13956.567870 = -23634863.478184
  nChanged 3
		SP:Iteration 32Q (52620.530000 sec): 3 clusters
  Score: Raw -23648821.543552 + Penalty 13956.567870 = -23634864.975682
  nChanged 1
		SP:Iteration 33Q (52621.030000 sec): 3 clusters
  Score: Raw -23648822.227747 + Penalty 13956.567870 = -23634865.659876
  nChanged 2
		SP:Iteration 34Q (52621.530000 sec): 3 clusters
  Score: Raw -23648823.545998 + Penalty 13956.567870 = -23634866.978128
  nChanged 2
		SP:Iteration 35Q (52622.020000 sec): 3 clusters
  Score: Raw -23648824.562982 + Penalty 13956.567870 = -23634867.995111
  nChanged 1
		SP:Iteration 36Q (52622.520000 sec): 3 clusters
  Score: Raw -23648824.873959 + Penalty 13956.567870 = -23634868.306089
  nChanged 0
		SP:Iteration 37F (52623.190000 sec): 3 clusters
  Score: Raw -23648824.873959 + Penalty 13956.567870 = -23634868.306089
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (10747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52623.320000 sec): 2 clusters
  Score: Raw -2734476.210916 + Penalty 5685.458929 = -2728790.751987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52623.400000 sec): 3 clusters
  Score: Raw -2729481.738210 + Penalty 11370.917858 = -2718110.820352
  nChanged 4049
		SP:Iteration 1F (52623.480000 sec): 3 clusters
  Score: Raw -2732173.196663 + Penalty 11370.917858 = -2720802.278805
  nChanged 997
		SP:Iteration 2F (52623.560000 sec): 3 clusters
  Score: Raw -2733240.428807 + Penalty 11370.917858 = -2721869.510949
  nChanged 871
		SP:Iteration 3F (52623.650000 sec): 3 clusters
  Score: Raw -2734306.807922 + Penalty 11370.917858 = -2722935.890064
  nChanged 789
		SP:Iteration 4F (52623.730000 sec): 3 clusters
  Score: Raw -2735294.226839 + Penalty 11370.917858 = -2723923.308981
  nChanged 681
		SP:Iteration 5F (52623.810000 sec): 3 clusters
  Score: Raw -2736109.040106 + Penalty 11370.917858 = -2724738.122248
  nChanged 600
		SP:Iteration 6F (52623.890000 sec): 3 clusters
  Score: Raw -2736864.317067 + Penalty 11370.917858 = -2725493.399209
  nChanged 470
		SP:Iteration 7Q (52623.960000 sec): 3 clusters
  Score: Raw -2737434.335547 + Penalty 11370.917858 = -2726063.417689
  nChanged 365
		SP:Iteration 8Q (52624.040000 sec): 3 clusters
  Score: Raw -2737781.994208 + Penalty 11370.917858 = -2726411.076350
  nChanged 280
		SP:Iteration 9Q (52624.110000 sec): 3 clusters
  Score: Raw -2737975.500455 + Penalty 11370.917858 = -2726604.582597
  nChanged 167
		SP:Iteration 10Q (52624.180000 sec): 3 clusters
  Score: Raw -2738060.270743 + Penalty 11370.917858 = -2726689.352885
  nChanged 106
		SP:Iteration 11Q (52624.250000 sec): 3 clusters
  Score: Raw -2738112.374862 + Penalty 11370.917858 = -2726741.457004
  nChanged 70
		SP:Iteration 12Q (52624.330000 sec): 3 clusters
  Score: Raw -2738147.275366 + Penalty 11370.917858 = -2726776.357508
  nChanged 51
		SP:Iteration 13Q (52624.400000 sec): 3 clusters
  Score: Raw -2738175.159957 + Penalty 11370.917858 = -2726804.242099
  nChanged 67
		SP:Iteration 14Q (52624.470000 sec): 3 clusters
  Score: Raw -2738217.629888 + Penalty 11370.917858 = -2726846.712030
  nChanged 79
		SP:Iteration 15Q (52624.540000 sec): 3 clusters
  Score: Raw -2738271.510334 + Penalty 11370.917858 = -2726900.592476
  nChanged 94
		SP:Iteration 16Q (52624.610000 sec): 3 clusters
  Score: Raw -2738342.552009 + Penalty 11370.917858 = -2726971.634151
  nChanged 82
		SP:Iteration 17Q (52624.680000 sec): 3 clusters
  Score: Raw -2738407.996974 + Penalty 11370.917858 = -2727037.079116
  nChanged 73
		SP:Iteration 18Q (52624.750000 sec): 3 clusters
  Score: Raw -2738462.052631 + Penalty 11370.917858 = -2727091.134773
  nChanged 78
		SP:Iteration 19Q (52624.820000 sec): 3 clusters
  Score: Raw -2738511.113584 + Penalty 11370.917858 = -2727140.195727
  nChanged 70
		SP:Iteration 20F (52624.900000 sec): 3 clusters
  Score: Raw -2738560.389861 + Penalty 11370.917858 = -2727189.472003
  nChanged 79
		SP:Iteration 21Q (52624.970000 sec): 3 clusters
  Score: Raw -2738624.238205 + Penalty 11370.917858 = -2727253.320348
  nChanged 79
		SP:Iteration 22Q (52625.050000 sec): 3 clusters
  Score: Raw -2738694.060919 + Penalty 11370.917858 = -2727323.143061
  nChanged 91
		SP:Iteration 23Q (52625.110000 sec): 3 clusters
  Score: Raw -2738833.049769 + Penalty 11370.917858 = -2727462.131911
  nChanged 122
		SP:Iteration 24Q (52625.190000 sec): 3 clusters
  Score: Raw -2739052.386655 + Penalty 11370.917858 = -2727681.468797
  nChanged 146
		SP:Iteration 25Q (52625.250000 sec): 3 clusters
  Score: Raw -2739318.044763 + Penalty 11370.917858 = -2727947.126905
  nChanged 144
		SP:Iteration 26Q (52625.320000 sec): 3 clusters
  Score: Raw -2739470.935462 + Penalty 11370.917858 = -2728100.017604
  nChanged 84
		SP:Iteration 27Q (52625.390000 sec): 3 clusters
  Score: Raw -2739511.205779 + Penalty 11370.917858 = -2728140.287921
  nChanged 38
		SP:Iteration 28Q (52625.460000 sec): 3 clusters
  Score: Raw -2739524.408748 + Penalty 11370.917858 = -2728153.490890
  nChanged 19
		SP:Iteration 29Q (52625.530000 sec): 3 clusters
  Score: Raw -2739530.320127 + Penalty 11370.917858 = -2728159.402269
  nChanged 11
		SP:Iteration 30Q (52625.590000 sec): 3 clusters
  Score: Raw -2739534.139960 + Penalty 11370.917858 = -2728163.222102
  nChanged 10
		SP:Iteration 31Q (52625.660000 sec): 3 clusters
  Score: Raw -2739537.434374 + Penalty 11370.917858 = -2728166.516516
  nChanged 7
		SP:Iteration 32Q (52625.730000 sec): 3 clusters
  Score: Raw -2739539.843428 + Penalty 11370.917858 = -2728168.925571
  nChanged 4
		SP:Iteration 33Q (52625.800000 sec): 3 clusters
  Score: Raw -2739541.264376 + Penalty 11370.917858 = -2728170.346518
  nChanged 3
		SP:Iteration 34Q (52625.870000 sec): 3 clusters
  Score: Raw -2739542.157541 + Penalty 11370.917858 = -2728171.239683
  nChanged 2
		SP:Iteration 35Q (52625.930000 sec): 3 clusters
  Score: Raw -2739542.663808 + Penalty 11370.917858 = -2728171.745951
  nChanged 1
		SP:Iteration 36Q (52626.000000 sec): 3 clusters
  Score: Raw -2739543.043705 + Penalty 11370.917858 = -2728172.125847
  nChanged 1
		SP:Iteration 37Q (52626.070000 sec): 3 clusters
  Score: Raw -2739543.214848 + Penalty 11370.917858 = -2728172.296990
  nChanged 1
		SP:Iteration 38Q (52626.130000 sec): 3 clusters
  Score: Raw -2739543.429242 + Penalty 11370.917858 = -2728172.511384
  nChanged 0
		SP:Iteration 39F (52626.210000 sec): 3 clusters
  Score: Raw -2739543.429242 + Penalty 11370.917858 = -2728172.511384
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52626.230000 sec): 2 clusters
  Score: Raw -47187.579177 + Penalty 3403.557188 = -43784.021990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52626.230000 sec): 3 clusters
  Score: Raw -48360.774300 + Penalty 6807.114376 = -41553.659924
  nChanged 28
		SP:Iteration 1F (52626.230000 sec): 3 clusters
  Score: Raw -48698.315600 + Penalty 6807.114376 = -41891.201224
  nChanged 10
		SP:Iteration 2Q (52626.230000 sec): 3 clusters
  Score: Raw -48822.615845 + Penalty 6807.114376 = -42015.501470
  nChanged 4
		SP:Iteration 3Q (52626.240000 sec): 3 clusters
  Score: Raw -48873.810224 + Penalty 6807.114376 = -42066.695849
  nChanged 1
		SP:Iteration 4Q (52626.240000 sec): 3 clusters
  Score: Raw -48882.770649 + Penalty 6807.114376 = -42075.656273
  nChanged 0
		SP:Iteration 5F (52626.240000 sec): 3 clusters
  Score: Raw -48882.770649 + Penalty 6807.114376 = -42075.656273
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52626.430000 sec): 2 clusters
  Score: Raw -7357887.975159 + Penalty 6265.023569 = -7351622.951590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52626.650000 sec): 3 clusters
  Score: Raw -7342794.637527 + Penalty 12530.047137 = -7330264.590389
  nChanged 11532
		SP:Iteration 1F (52626.860000 sec): 3 clusters
  Score: Raw -7348867.997204 + Penalty 12530.047137 = -7336337.950067
  nChanged 1848
		SP:Iteration 2F (52627.070000 sec): 3 clusters
  Score: Raw -7349702.924640 + Penalty 12530.047137 = -7337172.877502
  nChanged 1409
		SP:Iteration 3F (52627.280000 sec): 3 clusters
  Score: Raw -7350267.227693 + Penalty 12530.047137 = -7337737.180555
  nChanged 1114
		SP:Iteration 4Q (52627.490000 sec): 3 clusters
  Score: Raw -7350695.969478 + Penalty 12530.047137 = -7338165.922340
  nChanged 976
		SP:Iteration 5Q (52627.700000 sec): 3 clusters
  Score: Raw -7351060.066868 + Penalty 12530.047137 = -7338530.019731
  nChanged 812
		SP:Iteration 6Q (52627.910000 sec): 3 clusters
  Score: Raw -7351363.997794 + Penalty 12530.047137 = -7338833.950657
  nChanged 810
		SP:Iteration 7Q (52628.130000 sec): 3 clusters
  Score: Raw -7351676.342005 + Penalty 12530.047137 = -7339146.294868
  nChanged 792
		SP:Iteration 8Q (52628.340000 sec): 3 clusters
  Score: Raw -7351975.965946 + Penalty 12530.047137 = -7339445.918809
  nChanged 798
		SP:Iteration 9Q (52628.550000 sec): 3 clusters
  Score: Raw -7352275.607633 + Penalty 12530.047137 = -7339745.560495
  nChanged 790
		SP:Iteration 10Q (52628.760000 sec): 3 clusters
  Score: Raw -7352580.980376 + Penalty 12530.047137 = -7340050.933239
  nChanged 818
		SP:Iteration 11Q (52628.970000 sec): 3 clusters
  Score: Raw -7352903.442506 + Penalty 12530.047137 = -7340373.395369
  nChanged 807
		SP:Iteration 12Q (52629.190000 sec): 3 clusters
  Score: Raw -7353236.698111 + Penalty 12530.047137 = -7340706.650974
  nChanged 818
		SP:Iteration 13Q (52629.400000 sec): 3 clusters
  Score: Raw -7353582.685700 + Penalty 12530.047137 = -7341052.638562
  nChanged 894
		SP:Iteration 14Q (52629.610000 sec): 3 clusters
  Score: Raw -7353965.943135 + Penalty 12530.047137 = -7341435.895998
  nChanged 885
		SP:Iteration 15Q (52629.820000 sec): 3 clusters
  Score: Raw -7354369.762592 + Penalty 12530.047137 = -7341839.715455
  nChanged 929
		SP:Iteration 16Q (52630.030000 sec): 3 clusters
  Score: Raw -7354828.551560 + Penalty 12530.047137 = -7342298.504423
  nChanged 969
		SP:Iteration 17Q (52630.240000 sec): 3 clusters
  Score: Raw -7355346.742770 + Penalty 12530.047137 = -7342816.695632
  nChanged 947
		SP:Iteration 18Q (52630.450000 sec): 3 clusters
  Score: Raw -7355850.725885 + Penalty 12530.047137 = -7343320.678748
  nChanged 910
		SP:Iteration 19Q (52630.670000 sec): 3 clusters
  Score: Raw -7356333.893216 + Penalty 12530.047137 = -7343803.846079
  nChanged 862
		SP:Iteration 20F (52630.880000 sec): 3 clusters
  Score: Raw -7356817.052841 + Penalty 12530.047137 = -7344287.005703
  nChanged 778
		SP:Iteration 21Q (52631.090000 sec): 3 clusters
  Score: Raw -7357270.786137 + Penalty 12530.047137 = -7344740.739000
  nChanged 691
		SP:Iteration 22Q (52631.300000 sec): 3 clusters
  Score: Raw -7357685.184710 + Penalty 12530.047137 = -7345155.137572
  nChanged 597
		SP:Iteration 23Q (52631.510000 sec): 3 clusters
  Score: Raw -7358047.832601 + Penalty 12530.047137 = -7345517.785464
  nChanged 490
		SP:Iteration 24Q (52631.710000 sec): 3 clusters
  Score: Raw -7358341.112151 + Penalty 12530.047137 = -7345811.065014
  nChanged 394
		SP:Iteration 25Q (52631.920000 sec): 3 clusters
  Score: Raw -7358570.935304 + Penalty 12530.047137 = -7346040.888167
  nChanged 317
		SP:Iteration 26Q (52632.130000 sec): 3 clusters
  Score: Raw -7358748.058988 + Penalty 12530.047137 = -7346218.011851
  nChanged 238
		SP:Iteration 27Q (52632.330000 sec): 3 clusters
  Score: Raw -7358885.349076 + Penalty 12530.047137 = -7346355.301939
  nChanged 211
		SP:Iteration 28Q (52632.530000 sec): 3 clusters
  Score: Raw -7358997.070791 + Penalty 12530.047137 = -7346467.023654
  nChanged 167
		SP:Iteration 29Q (52632.730000 sec): 3 clusters
  Score: Raw -7359086.059751 + Penalty 12530.047137 = -7346556.012614
  nChanged 139
		SP:Iteration 30Q (52632.930000 sec): 3 clusters
  Score: Raw -7359159.666740 + Penalty 12530.047137 = -7346629.619603
  nChanged 114
		SP:Iteration 31Q (52633.130000 sec): 3 clusters
  Score: Raw -7359217.154363 + Penalty 12530.047137 = -7346687.107226
  nChanged 79
		SP:Iteration 32Q (52633.330000 sec): 3 clusters
  Score: Raw -7359258.408295 + Penalty 12530.047137 = -7346728.361157
  nChanged 76
		SP:Iteration 33Q (52633.520000 sec): 3 clusters
  Score: Raw -7359296.657940 + Penalty 12530.047137 = -7346766.610802
  nChanged 59
		SP:Iteration 34Q (52633.720000 sec): 3 clusters
  Score: Raw -7359324.371056 + Penalty 12530.047137 = -7346794.323919
  nChanged 51
		SP:Iteration 35Q (52633.910000 sec): 3 clusters
  Score: Raw -7359351.196276 + Penalty 12530.047137 = -7346821.149139
  nChanged 53
		SP:Iteration 36Q (52634.110000 sec): 3 clusters
  Score: Raw -7359380.067572 + Penalty 12530.047137 = -7346850.020435
  nChanged 45
		SP:Iteration 37Q (52634.300000 sec): 3 clusters
  Score: Raw -7359400.055957 + Penalty 12530.047137 = -7346870.008819
  nChanged 25
		SP:Iteration 38Q (52634.490000 sec): 3 clusters
  Score: Raw -7359410.407705 + Penalty 12530.047137 = -7346880.360568
  nChanged 18
		SP:Iteration 39Q (52634.680000 sec): 3 clusters
  Score: Raw -7359417.544436 + Penalty 12530.047137 = -7346887.497299
  nChanged 16
		SP:Iteration 40F (52634.890000 sec): 3 clusters
  Score: Raw -7359424.098883 + Penalty 12530.047137 = -7346894.051745
  nChanged 11
		SP:Iteration 41Q (52635.090000 sec): 3 clusters
  Score: Raw -7359429.807552 + Penalty 12530.047137 = -7346899.760415
  nChanged 10
		SP:Iteration 42Q (52635.280000 sec): 3 clusters
  Score: Raw -7359433.853122 + Penalty 12530.047137 = -7346903.805985
  nChanged 8
		SP:Iteration 43Q (52635.470000 sec): 3 clusters
  Score: Raw -7359437.139389 + Penalty 12530.047137 = -7346907.092251
  nChanged 8
		SP:Iteration 44Q (52635.660000 sec): 3 clusters
  Score: Raw -7359441.627288 + Penalty 12530.047137 = -7346911.580151
  nChanged 12
		SP:Iteration 45Q (52635.850000 sec): 3 clusters
  Score: Raw -7359446.075620 + Penalty 12530.047137 = -7346916.028483
  nChanged 8
		SP:Iteration 46Q (52636.040000 sec): 3 clusters
  Score: Raw -7359449.338733 + Penalty 12530.047137 = -7346919.291596
  nChanged 3
		SP:Iteration 47Q (52636.230000 sec): 3 clusters
  Score: Raw -7359450.945892 + Penalty 12530.047137 = -7346920.898755
  nChanged 5
		SP:Iteration 48Q (52636.420000 sec): 3 clusters
  Score: Raw -7359452.762761 + Penalty 12530.047137 = -7346922.715624
  nChanged 6
		SP:Iteration 49Q (52636.610000 sec): 3 clusters
  Score: Raw -7359455.282795 + Penalty 12530.047137 = -7346925.235658
  nChanged 6
		SP:Iteration 50Q (52636.800000 sec): 3 clusters
  Score: Raw -7359457.016179 + Penalty 12530.047137 = -7346926.969042
  nChanged 4
		SP:Iteration 51Q (52636.990000 sec): 3 clusters
  Score: Raw -7359458.727063 + Penalty 12530.047137 = -7346928.679926
  nChanged 5
		SP:Iteration 52Q (52637.170000 sec): 3 clusters
  Score: Raw -7359461.118467 + Penalty 12530.047137 = -7346931.071329
  nChanged 8
		SP:Iteration 53Q (52637.370000 sec): 3 clusters
  Score: Raw -7359463.709415 + Penalty 12530.047137 = -7346933.662278
  nChanged 6
		SP:Iteration 54Q (52637.550000 sec): 3 clusters
  Score: Raw -7359466.471327 + Penalty 12530.047137 = -7346936.424190
  nChanged 9
		SP:Iteration 55Q (52637.740000 sec): 3 clusters
  Score: Raw -7359471.250029 + Penalty 12530.047137 = -7346941.202891
  nChanged 8
		SP:Iteration 56Q (52637.930000 sec): 3 clusters
  Score: Raw -7359475.604875 + Penalty 12530.047137 = -7346945.557738
  nChanged 7
		SP:Iteration 57Q (52638.120000 sec): 3 clusters
  Score: Raw -7359479.004168 + Penalty 12530.047137 = -7346948.957031
  nChanged 8
		SP:Iteration 58Q (52638.310000 sec): 3 clusters
  Score: Raw -7359482.180800 + Penalty 12530.047137 = -7346952.133663
  nChanged 7
		SP:Iteration 59Q (52638.500000 sec): 3 clusters
  Score: Raw -7359485.508221 + Penalty 12530.047137 = -7346955.461084
  nChanged 4
		SP:Iteration 60F (52638.710000 sec): 3 clusters
  Score: Raw -7359487.490586 + Penalty 12530.047137 = -7346957.443449
  nChanged 5
		SP:Iteration 61Q (52638.900000 sec): 3 clusters
  Score: Raw -7359488.936614 + Penalty 12530.047137 = -7346958.889476
  nChanged 3
		SP:Iteration 62Q (52639.090000 sec): 3 clusters
  Score: Raw -7359490.517134 + Penalty 12530.047137 = -7346960.469997
  nChanged 2
		SP:Iteration 63Q (52639.280000 sec): 3 clusters
  Score: Raw -7359491.727361 + Penalty 12530.047137 = -7346961.680224
  nChanged 4
		SP:Iteration 64Q (52639.470000 sec): 3 clusters
  Score: Raw -7359493.145567 + Penalty 12530.047137 = -7346963.098430
  nChanged 2
		SP:Iteration 65Q (52639.650000 sec): 3 clusters
  Score: Raw -7359493.942608 + Penalty 12530.047137 = -7346963.895471
  nChanged 5
		SP:Iteration 66Q (52639.840000 sec): 3 clusters
  Score: Raw -7359495.614127 + Penalty 12530.047137 = -7346965.566990
  nChanged 4
		SP:Iteration 67Q (52640.030000 sec): 3 clusters
  Score: Raw -7359496.868507 + Penalty 12530.047137 = -7346966.821370
  nChanged 5
		SP:Iteration 68Q (52640.220000 sec): 3 clusters
  Score: Raw -7359498.587720 + Penalty 12530.047137 = -7346968.540583
  nChanged 1
		SP:Iteration 69Q (52640.410000 sec): 3 clusters
  Score: Raw -7359498.862678 + Penalty 12530.047137 = -7346968.815540
  nChanged 2
		SP:Iteration 70Q (52640.590000 sec): 3 clusters
  Score: Raw -7359499.637204 + Penalty 12530.047137 = -7346969.590067
  nChanged 1
		SP:Iteration 71Q (52640.780000 sec): 3 clusters
  Score: Raw -7359499.907924 + Penalty 12530.047137 = -7346969.860787
  nChanged 2
		SP:Iteration 72Q (52640.970000 sec): 3 clusters
  Score: Raw -7359500.529532 + Penalty 12530.047137 = -7346970.482395
  nChanged 1
		SP:Iteration 73Q (52641.160000 sec): 3 clusters
  Score: Raw -7359500.760498 + Penalty 12530.047137 = -7346970.713361
  nChanged 0
		SP:Iteration 74F (52641.370000 sec): 3 clusters
  Score: Raw -7359500.760498 + Penalty 12530.047137 = -7346970.713361
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52641.400000 sec): 2 clusters
  Score: Raw -115171.542563 + Penalty 3785.260200 = -111386.282363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52641.400000 sec): 3 clusters
  Score: Raw -115757.436469 + Penalty 7570.520401 = -108186.916068
  nChanged 38
		SP:Iteration 1F (52641.410000 sec): 3 clusters
  Score: Raw -115912.710944 + Penalty 7570.520401 = -108342.190543
  nChanged 10
		SP:Iteration 2Q (52641.410000 sec): 3 clusters
  Score: Raw -115960.850301 + Penalty 7570.520401 = -108390.329900
  nChanged 4
		SP:Iteration 3Q (52641.410000 sec): 3 clusters
  Score: Raw -115985.384459 + Penalty 7570.520401 = -108414.864058
  nChanged 3
		SP:Iteration 4Q (52641.410000 sec): 3 clusters
  Score: Raw -116000.385961 + Penalty 7570.520401 = -108429.865561
  nChanged 1
		SP:Iteration 5Q (52641.420000 sec): 3 clusters
  Score: Raw -116002.974907 + Penalty 7570.520401 = -108432.454507
  nChanged 0
		SP:Iteration 6F (52641.420000 sec): 3 clusters
  Score: Raw -116002.974907 + Penalty 7570.520401 = -108432.454507
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52641.520000 sec): 2 clusters
  Score: Raw -3551703.170550 + Penalty 5825.827718 = -3545877.342831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52641.630000 sec): 3 clusters
  Score: Raw -3545109.298783 + Penalty 11651.655437 = -3533457.643347
  nChanged 5204
		SP:Iteration 1F (52641.730000 sec): 3 clusters
  Score: Raw -3547979.157054 + Penalty 11651.655437 = -3536327.501617
  nChanged 972
		SP:Iteration 2F (52641.830000 sec): 3 clusters
  Score: Raw -3548519.024621 + Penalty 11651.655437 = -3536867.369184
  nChanged 679
		SP:Iteration 3F (52641.930000 sec): 3 clusters
  Score: Raw -3548893.270817 + Penalty 11651.655437 = -3537241.615380
  nChanged 534
		SP:Iteration 4Q (52642.030000 sec): 3 clusters
  Score: Raw -3549180.925207 + Penalty 11651.655437 = -3537529.269770
  nChanged 463
		SP:Iteration 5Q (52642.140000 sec): 3 clusters
  Score: Raw -3549425.586050 + Penalty 11651.655437 = -3537773.930613
  nChanged 410
		SP:Iteration 6Q (52642.240000 sec): 3 clusters
  Score: Raw -3549662.210608 + Penalty 11651.655437 = -3538010.555171
  nChanged 417
		SP:Iteration 7Q (52642.340000 sec): 3 clusters
  Score: Raw -3549916.095857 + Penalty 11651.655437 = -3538264.440420
  nChanged 417
		SP:Iteration 8Q (52642.440000 sec): 3 clusters
  Score: Raw -3550170.727928 + Penalty 11651.655437 = -3538519.072491
  nChanged 425
		SP:Iteration 9Q (52642.550000 sec): 3 clusters
  Score: Raw -3550443.788916 + Penalty 11651.655437 = -3538792.133480
  nChanged 432
		SP:Iteration 10Q (52642.650000 sec): 3 clusters
  Score: Raw -3550759.269990 + Penalty 11651.655437 = -3539107.614553
  nChanged 484
		SP:Iteration 11Q (52642.750000 sec): 3 clusters
  Score: Raw -3551120.439665 + Penalty 11651.655437 = -3539468.784228
  nChanged 441
		SP:Iteration 12Q (52642.850000 sec): 3 clusters
  Score: Raw -3551450.737460 + Penalty 11651.655437 = -3539799.082023
  nChanged 382
		SP:Iteration 13Q (52642.950000 sec): 3 clusters
  Score: Raw -3551794.244608 + Penalty 11651.655437 = -3540142.589171
  nChanged 430
		SP:Iteration 14Q (52643.050000 sec): 3 clusters
  Score: Raw -3552188.825508 + Penalty 11651.655437 = -3540537.170071
  nChanged 387
		SP:Iteration 15Q (52643.140000 sec): 3 clusters
  Score: Raw -3552556.895391 + Penalty 11651.655437 = -3540905.239954
  nChanged 404
		SP:Iteration 16Q (52643.240000 sec): 3 clusters
  Score: Raw -3552977.426955 + Penalty 11651.655437 = -3541325.771518
  nChanged 408
		SP:Iteration 17Q (52643.330000 sec): 3 clusters
  Score: Raw -3553430.374314 + Penalty 11651.655437 = -3541778.718877
  nChanged 369
		SP:Iteration 18Q (52643.430000 sec): 3 clusters
  Score: Raw -3553837.281769 + Penalty 11651.655437 = -3542185.626332
  nChanged 309
		SP:Iteration 19Q (52643.520000 sec): 3 clusters
  Score: Raw -3554134.274493 + Penalty 11651.655437 = -3542482.619056
  nChanged 289
		SP:Iteration 20F (52643.620000 sec): 3 clusters
  Score: Raw -3554380.591875 + Penalty 11651.655437 = -3542728.936438
  nChanged 218
		SP:Iteration 21Q (52643.710000 sec): 3 clusters
  Score: Raw -3554552.044151 + Penalty 11651.655437 = -3542900.388714
  nChanged 187
		SP:Iteration 22Q (52643.790000 sec): 3 clusters
  Score: Raw -3554692.096971 + Penalty 11651.655437 = -3543040.441534
  nChanged 133
		SP:Iteration 23Q (52643.880000 sec): 3 clusters
  Score: Raw -3554775.219251 + Penalty 11651.655437 = -3543123.563814
  nChanged 109
		SP:Iteration 24Q (52643.960000 sec): 3 clusters
  Score: Raw -3554845.731117 + Penalty 11651.655437 = -3543194.075680
  nChanged 114
		SP:Iteration 25Q (52644.050000 sec): 3 clusters
  Score: Raw -3554931.855572 + Penalty 11651.655437 = -3543280.200135
  nChanged 134
		SP:Iteration 26Q (52644.130000 sec): 3 clusters
  Score: Raw -3555044.835067 + Penalty 11651.655437 = -3543393.179631
  nChanged 158
		SP:Iteration 27Q (52644.210000 sec): 3 clusters
  Score: Raw -3555211.015716 + Penalty 11651.655437 = -3543559.360279
  nChanged 186
		SP:Iteration 28Q (52644.300000 sec): 3 clusters
  Score: Raw -3555541.843165 + Penalty 11651.655437 = -3543890.187728
  nChanged 247
		SP:Iteration 29Q (52644.380000 sec): 3 clusters
  Score: Raw -3556311.664866 + Penalty 11651.655437 = -3544660.009429
  nChanged 249
		SP:Iteration 30Q (52644.460000 sec): 3 clusters
  Score: Raw -3557039.959714 + Penalty 11651.655437 = -3545388.304277
  nChanged 192
		SP:Iteration 31Q (52644.530000 sec): 3 clusters
  Score: Raw -3557207.260323 + Penalty 11651.655437 = -3545555.604887
  nChanged 86
		SP:Iteration 32Q (52644.610000 sec): 3 clusters
  Score: Raw -3557260.861746 + Penalty 11651.655437 = -3545609.206309
  nChanged 40
		SP:Iteration 33Q (52644.690000 sec): 3 clusters
  Score: Raw -3557285.770867 + Penalty 11651.655437 = -3545634.115430
  nChanged 29
		SP:Iteration 34Q (52644.760000 sec): 3 clusters
  Score: Raw -3557299.348848 + Penalty 11651.655437 = -3545647.693411
  nChanged 16
		SP:Iteration 35Q (52644.840000 sec): 3 clusters
  Score: Raw -3557304.969092 + Penalty 11651.655437 = -3545653.313655
  nChanged 11
		SP:Iteration 36Q (52644.910000 sec): 3 clusters
  Score: Raw -3557309.740034 + Penalty 11651.655437 = -3545658.084597
  nChanged 4
		SP:Iteration 37Q (52644.990000 sec): 3 clusters
  Score: Raw -3557310.977898 + Penalty 11651.655437 = -3545659.322461
  nChanged 4
		SP:Iteration 38Q (52645.060000 sec): 3 clusters
  Score: Raw -3557312.513484 + Penalty 11651.655437 = -3545660.858047
  nChanged 3
		SP:Iteration 39Q (52645.130000 sec): 3 clusters
  Score: Raw -3557313.818494 + Penalty 11651.655437 = -3545662.163057
  nChanged 3
		SP:Iteration 40F (52645.240000 sec): 3 clusters
  Score: Raw -3557322.361809 + Penalty 11651.655437 = -3545670.706372
  nChanged 7
		SP:Iteration 41Q (52645.310000 sec): 3 clusters
  Score: Raw -3557326.618228 + Penalty 11651.655437 = -3545674.962791
  nChanged 7
		SP:Iteration 42Q (52645.390000 sec): 3 clusters
  Score: Raw -3557329.232997 + Penalty 11651.655437 = -3545677.577560
  nChanged 7
		SP:Iteration 43Q (52645.470000 sec): 3 clusters
  Score: Raw -3557331.426188 + Penalty 11651.655437 = -3545679.770751
  nChanged 3
		SP:Iteration 44Q (52645.540000 sec): 3 clusters
  Score: Raw -3557333.024589 + Penalty 11651.655437 = -3545681.369152
  nChanged 4
		SP:Iteration 45Q (52645.620000 sec): 3 clusters
  Score: Raw -3557334.618378 + Penalty 11651.655437 = -3545682.962942
  nChanged 4
		SP:Iteration 46Q (52645.690000 sec): 3 clusters
  Score: Raw -3557336.439738 + Penalty 11651.655437 = -3545684.784301
  nChanged 5
		SP:Iteration 47Q (52645.770000 sec): 3 clusters
  Score: Raw -3557338.170705 + Penalty 11651.655437 = -3545686.515268
  nChanged 1
		SP:Iteration 48Q (52645.840000 sec): 3 clusters
  Score: Raw -3557338.587801 + Penalty 11651.655437 = -3545686.932364
  nChanged 4
		SP:Iteration 49Q (52645.920000 sec): 3 clusters
  Score: Raw -3557339.809004 + Penalty 11651.655437 = -3545688.153567
  nChanged 4
		SP:Iteration 50Q (52645.990000 sec): 3 clusters
  Score: Raw -3557340.740931 + Penalty 11651.655437 = -3545689.085494
  nChanged 2
		SP:Iteration 51Q (52646.060000 sec): 3 clusters
  Score: Raw -3557341.042503 + Penalty 11651.655437 = -3545689.387066
  nChanged 1
		SP:Iteration 52Q (52646.140000 sec): 3 clusters
  Score: Raw -3557341.562099 + Penalty 11651.655437 = -3545689.906662
  nChanged 0
		SP:Iteration 53F (52646.240000 sec): 3 clusters
  Score: Raw -3557341.562099 + Penalty 11651.655437 = -3545689.906662
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52646.260000 sec): 2 clusters
  Score: Raw -371925.191594 + Penalty 4448.789391 = -367476.402203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52646.280000 sec): 3 clusters
  Score: Raw -371886.943181 + Penalty 8897.578781 = -362989.364400
  nChanged 296
		SP:Iteration 1F (52646.280000 sec): 3 clusters
  Score: Raw -372540.376008 + Penalty 8897.578781 = -363642.797226
  nChanged 145
		SP:Iteration 2F (52646.300000 sec): 3 clusters
  Score: Raw -373047.319269 + Penalty 8897.578781 = -364149.740487
  nChanged 101
		SP:Iteration 3F (52646.310000 sec): 3 clusters
  Score: Raw -373510.723472 + Penalty 8897.578781 = -364613.144691
  nChanged 76
		SP:Iteration 4F (52646.320000 sec): 3 clusters
  Score: Raw -373923.122741 + Penalty 8897.578781 = -365025.543960
  nChanged 55
		SP:Iteration 5Q (52646.330000 sec): 3 clusters
  Score: Raw -374216.538937 + Penalty 8897.578781 = -365318.960155
  nChanged 45
		SP:Iteration 6Q (52646.340000 sec): 3 clusters
  Score: Raw -374449.424640 + Penalty 8897.578781 = -365551.845859
  nChanged 36
		SP:Iteration 7Q (52646.340000 sec): 3 clusters
  Score: Raw -374629.105607 + Penalty 8897.578781 = -365731.526825
  nChanged 23
		SP:Iteration 8Q (52646.350000 sec): 3 clusters
  Score: Raw -374727.256338 + Penalty 8897.578781 = -365829.677556
  nChanged 26
		SP:Iteration 9Q (52646.360000 sec): 3 clusters
  Score: Raw -374856.130124 + Penalty 8897.578781 = -365958.551342
  nChanged 23
		SP:Iteration 10Q (52646.370000 sec): 3 clusters
  Score: Raw -374963.188959 + Penalty 8897.578781 = -366065.610177
  nChanged 12
		SP:Iteration 11Q (52646.380000 sec): 3 clusters
  Score: Raw -375007.215718 + Penalty 8897.578781 = -366109.636937
  nChanged 4
		SP:Iteration 12Q (52646.380000 sec): 3 clusters
  Score: Raw -375031.097748 + Penalty 8897.578781 = -366133.518967
  nChanged 10
		SP:Iteration 13Q (52646.390000 sec): 3 clusters
  Score: Raw -375079.635036 + Penalty 8897.578781 = -366182.056255
  nChanged 11
		SP:Iteration 14Q (52646.400000 sec): 3 clusters
  Score: Raw -375142.577153 + Penalty 8897.578781 = -366244.998372
  nChanged 8
		SP:Iteration 15Q (52646.410000 sec): 3 clusters
  Score: Raw -375185.951754 + Penalty 8897.578781 = -366288.372973
  nChanged 7
		SP:Iteration 16Q (52646.420000 sec): 3 clusters
  Score: Raw -375214.244449 + Penalty 8897.578781 = -366316.665668
  nChanged 8
		SP:Iteration 17Q (52646.420000 sec): 3 clusters
  Score: Raw -375251.987825 + Penalty 8897.578781 = -366354.409044
  nChanged 3
		SP:Iteration 18Q (52646.430000 sec): 3 clusters
  Score: Raw -375269.836227 + Penalty 8897.578781 = -366372.257445
  nChanged 2
		SP:Iteration 19Q (52646.440000 sec): 3 clusters
  Score: Raw -375278.415327 + Penalty 8897.578781 = -366380.836545
  nChanged 2
		SP:Iteration 20F (52646.450000 sec): 3 clusters
  Score: Raw -375288.556581 + Penalty 8897.578781 = -366390.977799
  nChanged 1
		SP:Iteration 21Q (52646.460000 sec): 3 clusters
  Score: Raw -375292.303496 + Penalty 8897.578781 = -366394.724715
  nChanged 2
		SP:Iteration 22Q (52646.470000 sec): 3 clusters
  Score: Raw -375300.972812 + Penalty 8897.578781 = -366403.394030
  nChanged 2
		SP:Iteration 23Q (52646.480000 sec): 3 clusters
  Score: Raw -375312.976310 + Penalty 8897.578781 = -366415.397529
  nChanged 3
		SP:Iteration 24Q (52646.480000 sec): 3 clusters
  Score: Raw -375321.773354 + Penalty 8897.578781 = -366424.194572
  nChanged 2
		SP:Iteration 25Q (52646.490000 sec): 3 clusters
  Score: Raw -375328.477716 + Penalty 8897.578781 = -366430.898935
  nChanged 1
		SP:Iteration 26Q (52646.500000 sec): 3 clusters
  Score: Raw -375332.310148 + Penalty 8897.578781 = -366434.731366
  nChanged 1
		SP:Iteration 27Q (52646.510000 sec): 3 clusters
  Score: Raw -375338.764110 + Penalty 8897.578781 = -366441.185329
  nChanged 1
		SP:Iteration 28Q (52646.520000 sec): 3 clusters
  Score: Raw -375343.074837 + Penalty 8897.578781 = -366445.496056
  nChanged 0
		SP:Iteration 29F (52646.520000 sec): 3 clusters
  Score: Raw -375343.074837 + Penalty 8897.578781 = -366445.496056
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 54 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52646.530000 sec): 2 clusters
  Score: Raw -43291.925633 + Penalty 3173.842425 = -40118.083208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52646.540000 sec): 3 clusters
  Score: Raw -44222.965766 + Penalty 6347.684849 = -37875.280917
  nChanged 4
		SP:Iteration 1Q (52646.540000 sec): 3 clusters
  Score: Raw -44283.901689 + Penalty 6347.684849 = -37936.216840
  nChanged 0
		SP:Iteration 2F (52646.540000 sec): 3 clusters
  Score: Raw -44283.901689 + Penalty 6347.684849 = -37936.216840
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 55 (115564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52647.360000 sec): 2 clusters
  Score: Raw -30783954.431697 + Penalty 7140.267608 = -30776814.164089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52648.240000 sec): 3 clusters
  Score: Raw -30712622.660921 + Penalty 14280.535216 = -30698342.125706
  nChanged 53167
		SP:Iteration 1F (52649.130000 sec): 3 clusters
  Score: Raw -30742115.266814 + Penalty 14280.535216 = -30727834.731598
  nChanged 4673
		SP:Iteration 2Q (52650.020000 sec): 3 clusters
  Score: Raw -30743378.122268 + Penalty 14280.535216 = -30729097.587053
  nChanged 4278
		SP:Iteration 3Q (52650.920000 sec): 3 clusters
  Score: Raw -30744519.808285 + Penalty 14280.535216 = -30730239.273070
  nChanged 4077
		SP:Iteration 4Q (52651.820000 sec): 3 clusters
  Score: Raw -30745713.316817 + Penalty 14280.535216 = -30731432.781601
  nChanged 4355
		SP:Iteration 5Q (52652.710000 sec): 3 clusters
  Score: Raw -30747162.931742 + Penalty 14280.535216 = -30732882.396526
  nChanged 4883
		SP:Iteration 6Q (52653.600000 sec): 3 clusters
  Score: Raw -30749178.070711 + Penalty 14280.535216 = -30734897.535495
  nChanged 5917
		SP:Iteration 7F (52654.490000 sec): 3 clusters
  Score: Raw -30752287.393180 + Penalty 14280.535216 = -30738006.857965
  nChanged 7416
		SP:Iteration 8F (52655.380000 sec): 3 clusters
  Score: Raw -30757137.614521 + Penalty 14280.535216 = -30742857.079305
  nChanged 8581
		SP:Iteration 9F (52656.260000 sec): 3 clusters
  Score: Raw -30763965.971362 + Penalty 14280.535216 = -30749685.436146
  nChanged 8558
		SP:Iteration 10F (52657.140000 sec): 3 clusters
  Score: Raw -30771607.787067 + Penalty 14280.535216 = -30757327.251851
  nChanged 6737
		SP:Iteration 11F (52658.030000 sec): 3 clusters
  Score: Raw -30777827.310960 + Penalty 14280.535216 = -30763546.775745
  nChanged 4008
		SP:Iteration 12Q (52658.880000 sec): 3 clusters
  Score: Raw -30781485.959752 + Penalty 14280.535216 = -30767205.424536
  nChanged 1873
		SP:Iteration 13Q (52659.660000 sec): 3 clusters
  Score: Raw -30783172.951893 + Penalty 14280.535216 = -30768892.416677
  nChanged 798
		SP:Iteration 14Q (52660.370000 sec): 3 clusters
  Score: Raw -30783967.021515 + Penalty 14280.535216 = -30769686.486299
  nChanged 339
		SP:Iteration 15Q (52661.040000 sec): 3 clusters
  Score: Raw -30784326.422949 + Penalty 14280.535216 = -30770045.887733
  nChanged 189
		SP:Iteration 16Q (52661.680000 sec): 3 clusters
  Score: Raw -30784529.064831 + Penalty 14280.535216 = -30770248.529615
  nChanged 106
		SP:Iteration 17Q (52662.310000 sec): 3 clusters
  Score: Raw -30784637.450644 + Penalty 14280.535216 = -30770356.915428
  nChanged 61
		SP:Iteration 18Q (52662.930000 sec): 3 clusters
  Score: Raw -30784703.077836 + Penalty 14280.535216 = -30770422.542620
  nChanged 45
		SP:Iteration 19Q (52663.540000 sec): 3 clusters
  Score: Raw -30784744.775264 + Penalty 14280.535216 = -30770464.240049
  nChanged 32
		SP:Iteration 20F (52664.430000 sec): 3 clusters
  Score: Raw -30784778.644744 + Penalty 14280.535216 = -30770498.109528
  nChanged 24
		SP:Iteration 21Q (52665.040000 sec): 3 clusters
  Score: Raw -30784806.129134 + Penalty 14280.535216 = -30770525.593918
  nChanged 24
		SP:Iteration 22Q (52665.660000 sec): 3 clusters
  Score: Raw -30784837.151653 + Penalty 14280.535216 = -30770556.616437
  nChanged 14
		SP:Iteration 23Q (52666.270000 sec): 3 clusters
  Score: Raw -30784854.953462 + Penalty 14280.535216 = -30770574.418246
  nChanged 4
		SP:Iteration 24Q (52666.880000 sec): 3 clusters
  Score: Raw -30784858.699284 + Penalty 14280.535216 = -30770578.164068
  nChanged 3
		SP:Iteration 25Q (52667.490000 sec): 3 clusters
  Score: Raw -30784862.594958 + Penalty 14280.535216 = -30770582.059742
  nChanged 4
		SP:Iteration 26Q (52668.100000 sec): 3 clusters
  Score: Raw -30784867.349208 + Penalty 14280.535216 = -30770586.813992
  nChanged 3
		SP:Iteration 27Q (52668.710000 sec): 3 clusters
  Score: Raw -30784871.012910 + Penalty 14280.535216 = -30770590.477694
  nChanged 5
		SP:Iteration 28Q (52669.320000 sec): 3 clusters
  Score: Raw -30784875.254627 + Penalty 14280.535216 = -30770594.719411
  nChanged 6
		SP:Iteration 29Q (52669.930000 sec): 3 clusters
  Score: Raw -30784880.154876 + Penalty 14280.535216 = -30770599.619660
  nChanged 4
		SP:Iteration 30Q (52670.540000 sec): 3 clusters
  Score: Raw -30784886.679657 + Penalty 14280.535216 = -30770606.144442
  nChanged 5
		SP:Iteration 31Q (52671.150000 sec): 3 clusters
  Score: Raw -30784892.562841 + Penalty 14280.535216 = -30770612.027625
  nChanged 2
		SP:Iteration 32Q (52671.760000 sec): 3 clusters
  Score: Raw -30784894.203014 + Penalty 14280.535216 = -30770613.667798
  nChanged 0
		SP:Iteration 33F (52672.640000 sec): 3 clusters
  Score: Raw -30784894.203014 + Penalty 14280.535216 = -30770613.667798
  nChanged 0
Iteration 459Q (52707.130000 sec): 56 clusters
  Score: Raw -522533162.715030 + Penalty 488646.756571 = -522044515.958460
  nChanged 265
Iteration 460F (53005.940000 sec): 56 clusters
  Score: Raw -522533172.457900 + Penalty 488646.756571 = -522044525.701329
  nChanged 249
Iteration 461Q (53040.450000 sec): 56 clusters
  Score: Raw -522533181.361003 + Penalty 488646.756571 = -522044534.604432
  nChanged 244
Iteration 462Q (53074.980000 sec): 56 clusters
  Score: Raw -522533189.696683 + Penalty 488646.756571 = -522044542.940113
  nChanged 229
Iteration 463Q (53109.480000 sec): 56 clusters
  Score: Raw -522533197.959657 + Penalty 488646.756571 = -522044551.203086
  nChanged 188
Iteration 464Q (53144.000000 sec): 56 clusters
  Score: Raw -522533206.737771 + Penalty 488646.756571 = -522044559.981201
  nChanged 197
Iteration 465Q (53178.500000 sec): 56 clusters
  Score: Raw -522533214.604593 + Penalty 488646.756571 = -522044567.848023
  nChanged 204
Iteration 466Q (53212.960000 sec): 56 clusters
  Score: Raw -522533223.467767 + Penalty 488646.756571 = -522044576.711196
  nChanged 177
Iteration 467Q (53247.400000 sec): 56 clusters
  Score: Raw -522533231.242340 + Penalty 488646.756571 = -522044584.485770
  nChanged 168
Iteration 468Q (53281.830000 sec): 56 clusters
  Score: Raw -522533238.143509 + Penalty 488646.756571 = -522044591.386938
  nChanged 149
Iteration 469Q (53315.820000 sec): 56 clusters
  Score: Raw -522533243.349752 + Penalty 488646.756571 = -522044596.593181
  nChanged 145
Iteration 470Q (53350.290000 sec): 56 clusters
  Score: Raw -522533248.177566 + Penalty 488646.756571 = -522044601.420995
  nChanged 130
Iteration 471Q (53384.730000 sec): 56 clusters
  Score: Raw -522533255.976585 + Penalty 488646.756571 = -522044609.220014
  nChanged 151
Iteration 472Q (53419.210000 sec): 56 clusters
  Score: Raw -522533265.700478 + Penalty 488646.756571 = -522044618.943908
  nChanged 166
Iteration 473Q (53453.660000 sec): 56 clusters
  Score: Raw -522533273.821075 + Penalty 488646.756571 = -522044627.064504
  nChanged 168
Iteration 474Q (53488.200000 sec): 56 clusters
  Score: Raw -522533283.008945 + Penalty 488646.756571 = -522044636.252374
  nChanged 162
Iteration 475Q (53522.710000 sec): 56 clusters
  Score: Raw -522533289.871933 + Penalty 488646.756571 = -522044643.115362
  nChanged 155
Iteration 476Q (53557.350000 sec): 56 clusters
  Score: Raw -522533294.783241 + Penalty 488646.756571 = -522044648.026671
  nChanged 132
Iteration 477Q (53591.860000 sec): 56 clusters
  Score: Raw -522533299.850062 + Penalty 488646.756571 = -522044653.093491
  nChanged 109
Iteration 478Q (53626.390000 sec): 56 clusters
  Score: Raw -522533304.756186 + Penalty 488646.756571 = -522044657.999616
  nChanged 116
Iteration 479Q (53659.880000 sec): 56 clusters
  Score: Raw -522533309.131859 + Penalty 488646.756571 = -522044662.375289
  nChanged 125
Iteration 480F (53949.680000 sec): 56 clusters
  Score: Raw -522533314.411750 + Penalty 488646.756571 = -522044667.655179
  nChanged 129
Iteration 481Q (53983.350000 sec): 56 clusters
  Score: Raw -522533320.081213 + Penalty 488646.756571 = -522044673.324643
  nChanged 122
Iteration 482Q (54016.860000 sec): 56 clusters
  Score: Raw -522533324.528963 + Penalty 488646.756571 = -522044677.772393
  nChanged 124
Iteration 483Q (54050.670000 sec): 56 clusters
  Score: Raw -522533329.124907 + Penalty 488646.756571 = -522044682.368337
  nChanged 142
Iteration 484Q (54084.010000 sec): 56 clusters
  Score: Raw -522533333.955668 + Penalty 488646.756571 = -522044687.199097
  nChanged 110
Iteration 485Q (54117.140000 sec): 56 clusters
  Score: Raw -522533338.124192 + Penalty 488646.756571 = -522044691.367621
  nChanged 115
Iteration 486Q (54151.540000 sec): 56 clusters
  Score: Raw -522533342.871305 + Penalty 488646.756571 = -522044696.114734
  nChanged 110
Iteration 487Q (54186.030000 sec): 56 clusters
  Score: Raw -522533347.219339 + Penalty 488646.756571 = -522044700.462768
  nChanged 117
Iteration 488Q (54220.520000 sec): 56 clusters
  Score: Raw -522533352.276080 + Penalty 488646.756571 = -522044705.519509
  nChanged 99
Iteration 489Q (54255.030000 sec): 56 clusters
  Score: Raw -522533356.133641 + Penalty 488646.756571 = -522044709.377070
  nChanged 109
Iteration 490Q (54289.490000 sec): 56 clusters
  Score: Raw -522533360.241220 + Penalty 488646.756571 = -522044713.484649
  nChanged 101
Iteration 491Q (54323.960000 sec): 56 clusters
  Score: Raw -522533364.161011 + Penalty 488646.756571 = -522044717.404440
  nChanged 90
Iteration 492Q (54358.410000 sec): 56 clusters
  Score: Raw -522533367.587738 + Penalty 488646.756571 = -522044720.831167
  nChanged 81
Iteration 493Q (54392.870000 sec): 56 clusters
  Score: Raw -522533370.101304 + Penalty 488646.756571 = -522044723.344733
  nChanged 76
Iteration 494Q (54427.320000 sec): 56 clusters
  Score: Raw -522533372.224241 + Penalty 488646.756571 = -522044725.467671
  nChanged 71
Iteration 495Q (54461.740000 sec): 56 clusters
  Score: Raw -522533374.248032 + Penalty 488646.756571 = -522044727.491461
  nChanged 66
Iteration 496Q (54496.160000 sec): 56 clusters
  Score: Raw -522533376.060536 + Penalty 488646.756571 = -522044729.303966
  nChanged 61
Iteration 497Q (54530.680000 sec): 56 clusters
  Score: Raw -522533377.659019 + Penalty 488646.756571 = -522044730.902448
  nChanged 51
Iteration 498Q (54565.140000 sec): 56 clusters
  Score: Raw -522533379.126565 + Penalty 488646.756571 = -522044732.369994
  nChanged 45
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522533379.126565 + Penalty 488646.756571 = -522044732.369994
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (50711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54565.770000 sec): 2 clusters
  Score: Raw -12845323.783915 + Penalty 6635.762604 = -12838688.021312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54566.160000 sec): 3 clusters
  Score: Raw -12815769.845545 + Penalty 13271.525207 = -12802498.320338
  nChanged 22325
		SP:Iteration 1F (54566.550000 sec): 3 clusters
  Score: Raw -12828245.448127 + Penalty 13271.525207 = -12814973.922920
  nChanged 3183
		SP:Iteration 2F (54566.930000 sec): 3 clusters
  Score: Raw -12830047.365549 + Penalty 13271.525207 = -12816775.840342
  nChanged 3140
		SP:Iteration 3F (54567.330000 sec): 3 clusters
  Score: Raw -12832097.059218 + Penalty 13271.525207 = -12818825.534010
  nChanged 3272
		SP:Iteration 4F (54567.710000 sec): 3 clusters
  Score: Raw -12834438.638246 + Penalty 13271.525207 = -12821167.113038
  nChanged 3369
		SP:Iteration 5F (54568.100000 sec): 3 clusters
  Score: Raw -12836884.384518 + Penalty 13271.525207 = -12823612.859310
  nChanged 3306
		SP:Iteration 6F (54568.490000 sec): 3 clusters
  Score: Raw -12839184.136671 + Penalty 13271.525207 = -12825912.611464
  nChanged 2955
		SP:Iteration 7F (54568.870000 sec): 3 clusters
  Score: Raw -12840973.550607 + Penalty 13271.525207 = -12827702.025399
  nChanged 2420
		SP:Iteration 8Q (54569.260000 sec): 3 clusters
  Score: Raw -12842204.650086 + Penalty 13271.525207 = -12828933.124879
  nChanged 1957
		SP:Iteration 9Q (54569.640000 sec): 3 clusters
  Score: Raw -12843097.942426 + Penalty 13271.525207 = -12829826.417219
  nChanged 1618
		SP:Iteration 10Q (54570.020000 sec): 3 clusters
  Score: Raw -12843810.164049 + Penalty 13271.525207 = -12830538.638842
  nChanged 1404
		SP:Iteration 11Q (54570.390000 sec): 3 clusters
  Score: Raw -12844425.612104 + Penalty 13271.525207 = -12831154.086897
  nChanged 1205
		SP:Iteration 12Q (54570.770000 sec): 3 clusters
  Score: Raw -12844913.023279 + Penalty 13271.525207 = -12831641.498071
  nChanged 998
		SP:Iteration 13Q (54571.140000 sec): 3 clusters
  Score: Raw -12845270.148425 + Penalty 13271.525207 = -12831998.623218
  nChanged 830
		SP:Iteration 14Q (54571.510000 sec): 3 clusters
  Score: Raw -12845549.685837 + Penalty 13271.525207 = -12832278.160629
  nChanged 714
		SP:Iteration 15Q (54571.890000 sec): 3 clusters
  Score: Raw -12845787.751802 + Penalty 13271.525207 = -12832516.226594
  nChanged 671
		SP:Iteration 16Q (54572.260000 sec): 3 clusters
  Score: Raw -12845993.407184 + Penalty 13271.525207 = -12832721.881976
  nChanged 587
		SP:Iteration 17Q (54572.630000 sec): 3 clusters
  Score: Raw -12846165.272706 + Penalty 13271.525207 = -12832893.747498
  nChanged 516
		SP:Iteration 18Q (54572.990000 sec): 3 clusters
  Score: Raw -12846303.287941 + Penalty 13271.525207 = -12833031.762734
  nChanged 454
		SP:Iteration 19Q (54573.370000 sec): 3 clusters
  Score: Raw -12846414.093937 + Penalty 13271.525207 = -12833142.568730
  nChanged 406
		SP:Iteration 20F (54573.750000 sec): 3 clusters
  Score: Raw -12846507.116953 + Penalty 13271.525207 = -12833235.591745
  nChanged 363
		SP:Iteration 21Q (54574.110000 sec): 3 clusters
  Score: Raw -12846585.693910 + Penalty 13271.525207 = -12833314.168702
  nChanged 325
		SP:Iteration 22Q (54574.470000 sec): 3 clusters
  Score: Raw -12846652.236389 + Penalty 13271.525207 = -12833380.711182
  nChanged 298
		SP:Iteration 23Q (54574.840000 sec): 3 clusters
  Score: Raw -12846711.866080 + Penalty 13271.525207 = -12833440.340872
  nChanged 281
		SP:Iteration 24Q (54575.200000 sec): 3 clusters
  Score: Raw -12846767.595326 + Penalty 13271.525207 = -12833496.070118
  nChanged 263
		SP:Iteration 25Q (54575.560000 sec): 3 clusters
  Score: Raw -12846819.878456 + Penalty 13271.525207 = -12833548.353249
  nChanged 234
		SP:Iteration 26Q (54575.920000 sec): 3 clusters
  Score: Raw -12846867.157980 + Penalty 13271.525207 = -12833595.632773
  nChanged 245
		SP:Iteration 27Q (54576.270000 sec): 3 clusters
  Score: Raw -12846914.425228 + Penalty 13271.525207 = -12833642.900021
  nChanged 252
		SP:Iteration 28Q (54576.630000 sec): 3 clusters
  Score: Raw -12846960.038627 + Penalty 13271.525207 = -12833688.513420
  nChanged 231
		SP:Iteration 29Q (54576.990000 sec): 3 clusters
  Score: Raw -12847001.642970 + Penalty 13271.525207 = -12833730.117763
  nChanged 228
		SP:Iteration 30Q (54577.350000 sec): 3 clusters
  Score: Raw -12847046.382969 + Penalty 13271.525207 = -12833774.857761
  nChanged 241
		SP:Iteration 31Q (54577.710000 sec): 3 clusters
  Score: Raw -12847091.479513 + Penalty 13271.525207 = -12833819.954306
  nChanged 220
		SP:Iteration 32Q (54578.060000 sec): 3 clusters
  Score: Raw -12847129.181542 + Penalty 13271.525207 = -12833857.656335
  nChanged 227
		SP:Iteration 33Q (54578.420000 sec): 3 clusters
  Score: Raw -12847169.434077 + Penalty 13271.525207 = -12833897.908870
  nChanged 237
		SP:Iteration 34Q (54578.770000 sec): 3 clusters
  Score: Raw -12847213.224070 + Penalty 13271.525207 = -12833941.698863
  nChanged 221
		SP:Iteration 35Q (54579.120000 sec): 3 clusters
  Score: Raw -12847255.581931 + Penalty 13271.525207 = -12833984.056724
  nChanged 220
		SP:Iteration 36Q (54579.480000 sec): 3 clusters
  Score: Raw -12847301.458869 + Penalty 13271.525207 = -12834029.933661
  nChanged 243
		SP:Iteration 37Q (54579.830000 sec): 3 clusters
  Score: Raw -12847356.331783 + Penalty 13271.525207 = -12834084.806575
  nChanged 251
		SP:Iteration 38Q (54580.180000 sec): 3 clusters
  Score: Raw -12847409.293805 + Penalty 13271.525207 = -12834137.768598
  nChanged 233
		SP:Iteration 39Q (54580.530000 sec): 3 clusters
  Score: Raw -12847461.192632 + Penalty 13271.525207 = -12834189.667425
  nChanged 230
		SP:Iteration 40F (54580.910000 sec): 3 clusters
  Score: Raw -12847509.379863 + Penalty 13271.525207 = -12834237.854656
  nChanged 226
		SP:Iteration 41Q (54581.260000 sec): 3 clusters
  Score: Raw -12847560.085189 + Penalty 13271.525207 = -12834288.559982
  nChanged 228
		SP:Iteration 42Q (54581.610000 sec): 3 clusters
  Score: Raw -12847613.100261 + Penalty 13271.525207 = -12834341.575053
  nChanged 214
		SP:Iteration 43Q (54581.960000 sec): 3 clusters
  Score: Raw -12847663.068250 + Penalty 13271.525207 = -12834391.543043
  nChanged 193
		SP:Iteration 44Q (54582.300000 sec): 3 clusters
  Score: Raw -12847703.288728 + Penalty 13271.525207 = -12834431.763521
  nChanged 191
		SP:Iteration 45Q (54582.640000 sec): 3 clusters
  Score: Raw -12847743.043920 + Penalty 13271.525207 = -12834471.518712
  nChanged 193
		SP:Iteration 46Q (54582.980000 sec): 3 clusters
  Score: Raw -12847785.053984 + Penalty 13271.525207 = -12834513.528776
  nChanged 207
		SP:Iteration 47Q (54583.330000 sec): 3 clusters
  Score: Raw -12847832.491714 + Penalty 13271.525207 = -12834560.966507
  nChanged 218
		SP:Iteration 48Q (54583.670000 sec): 3 clusters
  Score: Raw -12847889.290419 + Penalty 13271.525207 = -12834617.765211
  nChanged 234
		SP:Iteration 49Q (54584.010000 sec): 3 clusters
  Score: Raw -12847959.009130 + Penalty 13271.525207 = -12834687.483922
  nChanged 243
		SP:Iteration 50Q (54584.340000 sec): 3 clusters
  Score: Raw -12848043.597455 + Penalty 13271.525207 = -12834772.072248
  nChanged 278
		SP:Iteration 51Q (54584.680000 sec): 3 clusters
  Score: Raw -12848163.861764 + Penalty 13271.525207 = -12834892.336557
  nChanged 332
		SP:Iteration 52Q (54585.020000 sec): 3 clusters
  Score: Raw -12848335.947837 + Penalty 13271.525207 = -12835064.422629
  nChanged 382
		SP:Iteration 53Q (54585.350000 sec): 3 clusters
  Score: Raw -12848551.959805 + Penalty 13271.525207 = -12835280.434598
  nChanged 386
		SP:Iteration 54Q (54585.680000 sec): 3 clusters
  Score: Raw -12848811.450673 + Penalty 13271.525207 = -12835539.925465
  nChanged 386
		SP:Iteration 55Q (54586.000000 sec): 3 clusters
  Score: Raw -12849070.061910 + Penalty 13271.525207 = -12835798.536702
  nChanged 362
		SP:Iteration 56Q (54586.320000 sec): 3 clusters
  Score: Raw -12849264.635737 + Penalty 13271.525207 = -12835993.110529
  nChanged 290
		SP:Iteration 57Q (54586.630000 sec): 3 clusters
  Score: Raw -12849373.286977 + Penalty 13271.525207 = -12836101.761769
  nChanged 232
		SP:Iteration 58Q (54586.940000 sec): 3 clusters
  Score: Raw -12849432.208239 + Penalty 13271.525207 = -12836160.683031
  nChanged 137
		SP:Iteration 59Q (54587.250000 sec): 3 clusters
  Score: Raw -12849457.572372 + Penalty 13271.525207 = -12836186.047165
  nChanged 82
		SP:Iteration 60F (54587.640000 sec): 3 clusters
  Score: Raw -12849470.563255 + Penalty 13271.525207 = -12836199.038048
  nChanged 59
		SP:Iteration 61Q (54587.950000 sec): 3 clusters
  Score: Raw -12849478.998378 + Penalty 13271.525207 = -12836207.473171
  nChanged 36
		SP:Iteration 62Q (54588.260000 sec): 3 clusters
  Score: Raw -12849483.855398 + Penalty 13271.525207 = -12836212.330191
  nChanged 33
		SP:Iteration 63Q (54588.560000 sec): 3 clusters
  Score: Raw -12849488.519887 + Penalty 13271.525207 = -12836216.994680
  nChanged 39
		SP:Iteration 64Q (54588.870000 sec): 3 clusters
  Score: Raw -12849493.756377 + Penalty 13271.525207 = -12836222.231169
  nChanged 26
		SP:Iteration 65Q (54589.180000 sec): 3 clusters
  Score: Raw -12849496.923743 + Penalty 13271.525207 = -12836225.398535
  nChanged 19
		SP:Iteration 66Q (54589.480000 sec): 3 clusters
  Score: Raw -12849499.010630 + Penalty 13271.525207 = -12836227.485423
  nChanged 12
		SP:Iteration 67Q (54589.790000 sec): 3 clusters
  Score: Raw -12849500.275400 + Penalty 13271.525207 = -12836228.750192
  nChanged 13
		SP:Iteration 68Q (54590.100000 sec): 3 clusters
  Score: Raw -12849501.529550 + Penalty 13271.525207 = -12836230.004342
  nChanged 5
		SP:Iteration 69Q (54590.400000 sec): 3 clusters
  Score: Raw -12849502.098762 + Penalty 13271.525207 = -12836230.573554
  nChanged 4
		SP:Iteration 70Q (54590.710000 sec): 3 clusters
  Score: Raw -12849502.482915 + Penalty 13271.525207 = -12836230.957707
  nChanged 5
		SP:Iteration 71Q (54591.020000 sec): 3 clusters
  Score: Raw -12849503.016124 + Penalty 13271.525207 = -12836231.490916
  nChanged 4
		SP:Iteration 72Q (54591.320000 sec): 3 clusters
  Score: Raw -12849503.389932 + Penalty 13271.525207 = -12836231.864724
  nChanged 4
		SP:Iteration 73Q (54591.630000 sec): 3 clusters
  Score: Raw -12849503.704654 + Penalty 13271.525207 = -12836232.179447
  nChanged 3
		SP:Iteration 74Q (54591.940000 sec): 3 clusters
  Score: Raw -12849504.015595 + Penalty 13271.525207 = -12836232.490387
  nChanged 2
		SP:Iteration 75Q (54592.250000 sec): 3 clusters
  Score: Raw -12849504.139968 + Penalty 13271.525207 = -12836232.614761
  nChanged 0
		SP:Iteration 76F (54592.640000 sec): 3 clusters
  Score: Raw -12849504.139968 + Penalty 13271.525207 = -12836232.614761
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (38633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54592.900000 sec): 2 clusters
  Score: Raw -10299839.644399 + Penalty 6469.140544 = -10293370.503855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54593.200000 sec): 3 clusters
  Score: Raw -10278183.642489 + Penalty 12938.281088 = -10265245.361402
  nChanged 16591
		SP:Iteration 1F (54593.490000 sec): 3 clusters
  Score: Raw -10287249.825748 + Penalty 12938.281088 = -10274311.544660
  nChanged 2522
		SP:Iteration 2F (54593.790000 sec): 3 clusters
  Score: Raw -10288823.999615 + Penalty 12938.281088 = -10275885.718527
  nChanged 2614
		SP:Iteration 3F (54594.080000 sec): 3 clusters
  Score: Raw -10290762.118610 + Penalty 12938.281088 = -10277823.837522
  nChanged 2785
		SP:Iteration 4F (54594.380000 sec): 3 clusters
  Score: Raw -10293096.331426 + Penalty 12938.281088 = -10280158.050338
  nChanged 2994
		SP:Iteration 5F (54594.680000 sec): 3 clusters
  Score: Raw -10295479.759888 + Penalty 12938.281088 = -10282541.478800
  nChanged 2761
		SP:Iteration 6F (54594.970000 sec): 3 clusters
  Score: Raw -10297371.682946 + Penalty 12938.281088 = -10284433.401858
  nChanged 2194
		SP:Iteration 7F (54595.260000 sec): 3 clusters
  Score: Raw -10298623.945651 + Penalty 12938.281088 = -10285685.664563
  nChanged 1639
		SP:Iteration 8Q (54595.560000 sec): 3 clusters
  Score: Raw -10299405.728036 + Penalty 12938.281088 = -10286467.446948
  nChanged 1165
		SP:Iteration 9Q (54595.850000 sec): 3 clusters
  Score: Raw -10299862.405930 + Penalty 12938.281088 = -10286924.124842
  nChanged 855
		SP:Iteration 10Q (54596.140000 sec): 3 clusters
  Score: Raw -10300152.595437 + Penalty 12938.281088 = -10287214.314349
  nChanged 644
		SP:Iteration 11Q (54596.430000 sec): 3 clusters
  Score: Raw -10300343.844466 + Penalty 12938.281088 = -10287405.563378
  nChanged 512
		SP:Iteration 12Q (54596.720000 sec): 3 clusters
  Score: Raw -10300493.525937 + Penalty 12938.281088 = -10287555.244849
  nChanged 482
		SP:Iteration 13Q (54597.010000 sec): 3 clusters
  Score: Raw -10300640.679392 + Penalty 12938.281088 = -10287702.398304
  nChanged 485
		SP:Iteration 14Q (54597.300000 sec): 3 clusters
  Score: Raw -10300794.721624 + Penalty 12938.281088 = -10287856.440536
  nChanged 472
		SP:Iteration 15Q (54597.590000 sec): 3 clusters
  Score: Raw -10300950.229038 + Penalty 12938.281088 = -10288011.947950
  nChanged 451
		SP:Iteration 16Q (54597.880000 sec): 3 clusters
  Score: Raw -10301108.275182 + Penalty 12938.281088 = -10288169.994094
  nChanged 441
		SP:Iteration 17Q (54598.170000 sec): 3 clusters
  Score: Raw -10301271.010455 + Penalty 12938.281088 = -10288332.729367
  nChanged 438
		SP:Iteration 18Q (54598.460000 sec): 3 clusters
  Score: Raw -10301452.306246 + Penalty 12938.281088 = -10288514.025159
  nChanged 431
		SP:Iteration 19Q (54598.750000 sec): 3 clusters
  Score: Raw -10301654.219899 + Penalty 12938.281088 = -10288715.938811
  nChanged 426
		SP:Iteration 20F (54599.040000 sec): 3 clusters
  Score: Raw -10301861.404402 + Penalty 12938.281088 = -10288923.123315
  nChanged 419
		SP:Iteration 21Q (54599.330000 sec): 3 clusters
  Score: Raw -10302075.884579 + Penalty 12938.281088 = -10289137.603491
  nChanged 409
		SP:Iteration 22Q (54599.610000 sec): 3 clusters
  Score: Raw -10302301.993743 + Penalty 12938.281088 = -10289363.712655
  nChanged 400
		SP:Iteration 23Q (54599.900000 sec): 3 clusters
  Score: Raw -10302538.641780 + Penalty 12938.281088 = -10289600.360692
  nChanged 369
		SP:Iteration 24Q (54600.170000 sec): 3 clusters
  Score: Raw -10302764.897916 + Penalty 12938.281088 = -10289826.616828
  nChanged 334
		SP:Iteration 25Q (54600.450000 sec): 3 clusters
  Score: Raw -10302958.340725 + Penalty 12938.281088 = -10290020.059637
  nChanged 307
		SP:Iteration 26Q (54600.710000 sec): 3 clusters
  Score: Raw -10303121.783900 + Penalty 12938.281088 = -10290183.502813
  nChanged 239
		SP:Iteration 27Q (54600.970000 sec): 3 clusters
  Score: Raw -10303241.496087 + Penalty 12938.281088 = -10290303.215000
  nChanged 191
		SP:Iteration 28Q (54601.230000 sec): 3 clusters
  Score: Raw -10303336.679623 + Penalty 12938.281088 = -10290398.398535
  nChanged 194
		SP:Iteration 29Q (54601.480000 sec): 3 clusters
  Score: Raw -10303433.489242 + Penalty 12938.281088 = -10290495.208154
  nChanged 192
		SP:Iteration 30Q (54601.730000 sec): 3 clusters
  Score: Raw -10303528.180121 + Penalty 12938.281088 = -10290589.899033
  nChanged 132
		SP:Iteration 31Q (54601.980000 sec): 3 clusters
  Score: Raw -10303580.356364 + Penalty 12938.281088 = -10290642.075276
  nChanged 109
		SP:Iteration 32Q (54602.220000 sec): 3 clusters
  Score: Raw -10303623.494601 + Penalty 12938.281088 = -10290685.213514
  nChanged 103
		SP:Iteration 33Q (54602.460000 sec): 3 clusters
  Score: Raw -10303664.763546 + Penalty 12938.281088 = -10290726.482458
  nChanged 101
		SP:Iteration 34Q (54602.700000 sec): 3 clusters
  Score: Raw -10303703.948280 + Penalty 12938.281088 = -10290765.667193
  nChanged 79
		SP:Iteration 35Q (54602.940000 sec): 3 clusters
  Score: Raw -10303729.374007 + Penalty 12938.281088 = -10290791.092920
  nChanged 69
		SP:Iteration 36Q (54603.180000 sec): 3 clusters
  Score: Raw -10303751.346123 + Penalty 12938.281088 = -10290813.065035
  nChanged 55
		SP:Iteration 37Q (54603.410000 sec): 3 clusters
  Score: Raw -10303767.527158 + Penalty 12938.281088 = -10290829.246071
  nChanged 45
		SP:Iteration 38Q (54603.650000 sec): 3 clusters
  Score: Raw -10303780.456904 + Penalty 12938.281088 = -10290842.175816
  nChanged 31
		SP:Iteration 39Q (54603.880000 sec): 3 clusters
  Score: Raw -10303789.468115 + Penalty 12938.281088 = -10290851.187027
  nChanged 23
		SP:Iteration 40F (54604.170000 sec): 3 clusters
  Score: Raw -10303794.633836 + Penalty 12938.281088 = -10290856.352748
  nChanged 20
		SP:Iteration 41Q (54604.400000 sec): 3 clusters
  Score: Raw -10303799.634582 + Penalty 12938.281088 = -10290861.353494
  nChanged 17
		SP:Iteration 42Q (54604.630000 sec): 3 clusters
  Score: Raw -10303803.648078 + Penalty 12938.281088 = -10290865.366990
  nChanged 11
		SP:Iteration 43Q (54604.870000 sec): 3 clusters
  Score: Raw -10303805.854859 + Penalty 12938.281088 = -10290867.573771
  nChanged 8
		SP:Iteration 44Q (54605.100000 sec): 3 clusters
  Score: Raw -10303807.467126 + Penalty 12938.281088 = -10290869.186038
  nChanged 11
		SP:Iteration 45Q (54605.330000 sec): 3 clusters
  Score: Raw -10303810.171973 + Penalty 12938.281088 = -10290871.890885
  nChanged 9
		SP:Iteration 46Q (54605.560000 sec): 3 clusters
  Score: Raw -10303812.694795 + Penalty 12938.281088 = -10290874.413707
  nChanged 13
		SP:Iteration 47Q (54605.790000 sec): 3 clusters
  Score: Raw -10303815.680283 + Penalty 12938.281088 = -10290877.399196
  nChanged 13
		SP:Iteration 48Q (54606.020000 sec): 3 clusters
  Score: Raw -10303818.464537 + Penalty 12938.281088 = -10290880.183449
  nChanged 11
		SP:Iteration 49Q (54606.250000 sec): 3 clusters
  Score: Raw -10303820.361321 + Penalty 12938.281088 = -10290882.080233
  nChanged 7
		SP:Iteration 50Q (54606.480000 sec): 3 clusters
  Score: Raw -10303821.810854 + Penalty 12938.281088 = -10290883.529766
  nChanged 5
		SP:Iteration 51Q (54606.710000 sec): 3 clusters
  Score: Raw -10303822.969223 + Penalty 12938.281088 = -10290884.688135
  nChanged 6
		SP:Iteration 52Q (54606.940000 sec): 3 clusters
  Score: Raw -10303824.274451 + Penalty 12938.281088 = -10290885.993363
  nChanged 5
		SP:Iteration 53Q (54607.170000 sec): 3 clusters
  Score: Raw -10303825.293314 + Penalty 12938.281088 = -10290887.012226
  nChanged 6
		SP:Iteration 54Q (54607.400000 sec): 3 clusters
  Score: Raw -10303826.540737 + Penalty 12938.281088 = -10290888.259650
  nChanged 7
		SP:Iteration 55Q (54607.630000 sec): 3 clusters
  Score: Raw -10303828.551219 + Penalty 12938.281088 = -10290890.270132
  nChanged 8
		SP:Iteration 56Q (54607.860000 sec): 3 clusters
  Score: Raw -10303830.202179 + Penalty 12938.281088 = -10290891.921092
  nChanged 4
		SP:Iteration 57Q (54608.090000 sec): 3 clusters
  Score: Raw -10303831.160780 + Penalty 12938.281088 = -10290892.879692
  nChanged 3
		SP:Iteration 58Q (54608.320000 sec): 3 clusters
  Score: Raw -10303831.534914 + Penalty 12938.281088 = -10290893.253826
  nChanged 3
		SP:Iteration 59Q (54608.550000 sec): 3 clusters
  Score: Raw -10303832.117241 + Penalty 12938.281088 = -10290893.836153
  nChanged 3
		SP:Iteration 60F (54608.840000 sec): 3 clusters
  Score: Raw -10303832.797613 + Penalty 12938.281088 = -10290894.516525
  nChanged 4
		SP:Iteration 61Q (54609.070000 sec): 3 clusters
  Score: Raw -10303833.675785 + Penalty 12938.281088 = -10290895.394697
  nChanged 2
		SP:Iteration 62Q (54609.300000 sec): 3 clusters
  Score: Raw -10303833.990962 + Penalty 12938.281088 = -10290895.709874
  nChanged 0
		SP:Iteration 63F (54609.590000 sec): 3 clusters
  Score: Raw -10303833.990962 + Penalty 12938.281088 = -10290895.709874
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (128823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54610.450000 sec): 2 clusters
  Score: Raw -34470942.664910 + Penalty 7206.794222 = -34463735.870688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54611.440000 sec): 3 clusters
  Score: Raw -34390974.248116 + Penalty 14413.588444 = -34376560.659672
  nChanged 59588
		SP:Iteration 1F (54612.430000 sec): 3 clusters
  Score: Raw -34423837.559349 + Penalty 14413.588444 = -34409423.970905
  nChanged 4962
		SP:Iteration 2Q (54613.420000 sec): 3 clusters
  Score: Raw -34425197.831392 + Penalty 14413.588444 = -34410784.242948
  nChanged 4925
		SP:Iteration 3Q (54614.410000 sec): 3 clusters
  Score: Raw -34426689.595086 + Penalty 14413.588444 = -34412276.006642
  nChanged 5190
		SP:Iteration 4Q (54615.390000 sec): 3 clusters
  Score: Raw -34428494.950280 + Penalty 14413.588444 = -34414081.361836
  nChanged 5592
		SP:Iteration 5Q (54616.390000 sec): 3 clusters
  Score: Raw -34430669.665235 + Penalty 14413.588444 = -34416256.076791
  nChanged 6192
		SP:Iteration 6Q (54617.370000 sec): 3 clusters
  Score: Raw -34433340.000661 + Penalty 14413.588444 = -34418926.412217
  nChanged 6649
		SP:Iteration 7F (54618.350000 sec): 3 clusters
  Score: Raw -34436416.655355 + Penalty 14413.588444 = -34422003.066911
  nChanged 6914
		SP:Iteration 8F (54619.340000 sec): 3 clusters
  Score: Raw -34439741.897242 + Penalty 14413.588444 = -34425328.308798
  nChanged 6905
		SP:Iteration 9F (54620.320000 sec): 3 clusters
  Score: Raw -34443122.244604 + Penalty 14413.588444 = -34428708.656160
  nChanged 6540
		SP:Iteration 10F (54621.300000 sec): 3 clusters
  Score: Raw -34446429.950209 + Penalty 14413.588444 = -34432016.361765
  nChanged 5983
		SP:Iteration 11Q (54622.280000 sec): 3 clusters
  Score: Raw -34449570.504163 + Penalty 14413.588444 = -34435156.915719
  nChanged 5658
		SP:Iteration 12Q (54623.270000 sec): 3 clusters
  Score: Raw -34452713.298005 + Penalty 14413.588444 = -34438299.709561
  nChanged 5465
		SP:Iteration 13Q (54624.250000 sec): 3 clusters
  Score: Raw -34455958.300151 + Penalty 14413.588444 = -34441544.711707
  nChanged 5247
		SP:Iteration 14Q (54625.230000 sec): 3 clusters
  Score: Raw -34459272.297310 + Penalty 14413.588444 = -34444858.708866
  nChanged 4790
		SP:Iteration 15Q (54626.190000 sec): 3 clusters
  Score: Raw -34462466.807765 + Penalty 14413.588444 = -34448053.219321
  nChanged 3972
		SP:Iteration 16Q (54627.140000 sec): 3 clusters
  Score: Raw -34465186.606811 + Penalty 14413.588444 = -34450773.018367
  nChanged 3088
		SP:Iteration 17Q (54628.050000 sec): 3 clusters
  Score: Raw -34467304.847806 + Penalty 14413.588444 = -34452891.259362
  nChanged 2239
		SP:Iteration 18Q (54628.910000 sec): 3 clusters
  Score: Raw -34468818.746637 + Penalty 14413.588444 = -34454405.158193
  nChanged 1495
		SP:Iteration 19Q (54629.730000 sec): 3 clusters
  Score: Raw -34469806.036979 + Penalty 14413.588444 = -34455392.448535
  nChanged 1007
		SP:Iteration 20F (54630.700000 sec): 3 clusters
  Score: Raw -34470453.017766 + Penalty 14413.588444 = -34456039.429322
  nChanged 611
		SP:Iteration 21Q (54631.450000 sec): 3 clusters
  Score: Raw -34470859.396089 + Penalty 14413.588444 = -34456445.807645
  nChanged 437
		SP:Iteration 22Q (54632.180000 sec): 3 clusters
  Score: Raw -34471152.102669 + Penalty 14413.588444 = -34456738.514225
  nChanged 317
		SP:Iteration 23Q (54632.900000 sec): 3 clusters
  Score: Raw -34471366.112093 + Penalty 14413.588444 = -34456952.523649
  nChanged 228
		SP:Iteration 24Q (54633.610000 sec): 3 clusters
  Score: Raw -34471538.762763 + Penalty 14413.588444 = -34457125.174319
  nChanged 190
		SP:Iteration 25Q (54634.310000 sec): 3 clusters
  Score: Raw -34471674.992334 + Penalty 14413.588444 = -34457261.403890
  nChanged 127
		SP:Iteration 26Q (54635.000000 sec): 3 clusters
  Score: Raw -34471767.146988 + Penalty 14413.588444 = -34457353.558544
  nChanged 91
		SP:Iteration 27Q (54635.690000 sec): 3 clusters
  Score: Raw -34471830.667146 + Penalty 14413.588444 = -34457417.078702
  nChanged 58
		SP:Iteration 28Q (54636.380000 sec): 3 clusters
  Score: Raw -34471866.373605 + Penalty 14413.588444 = -34457452.785161
  nChanged 36
		SP:Iteration 29Q (54637.060000 sec): 3 clusters
  Score: Raw -34471892.645177 + Penalty 14413.588444 = -34457479.056733
  nChanged 22
		SP:Iteration 30Q (54637.740000 sec): 3 clusters
  Score: Raw -34471906.948795 + Penalty 14413.588444 = -34457493.360351
  nChanged 25
		SP:Iteration 31Q (54638.420000 sec): 3 clusters
  Score: Raw -34471926.256116 + Penalty 14413.588444 = -34457512.667672
  nChanged 27
		SP:Iteration 32Q (54639.100000 sec): 3 clusters
  Score: Raw -34471943.477864 + Penalty 14413.588444 = -34457529.889420
  nChanged 23
		SP:Iteration 33Q (54639.780000 sec): 3 clusters
  Score: Raw -34471957.195267 + Penalty 14413.588444 = -34457543.606823
  nChanged 10
		SP:Iteration 34Q (54640.460000 sec): 3 clusters
  Score: Raw -34471962.814956 + Penalty 14413.588444 = -34457549.226512
  nChanged 10
		SP:Iteration 35Q (54641.140000 sec): 3 clusters
  Score: Raw -34471969.352722 + Penalty 14413.588444 = -34457555.764278
  nChanged 7
		SP:Iteration 36Q (54641.810000 sec): 3 clusters
  Score: Raw -34471974.077108 + Penalty 14413.588444 = -34457560.488664
  nChanged 5
		SP:Iteration 37Q (54642.490000 sec): 3 clusters
  Score: Raw -34471977.633913 + Penalty 14413.588444 = -34457564.045469
  nChanged 2
		SP:Iteration 38Q (54643.160000 sec): 3 clusters
  Score: Raw -34471978.906439 + Penalty 14413.588444 = -34457565.317995
  nChanged 3
		SP:Iteration 39Q (54643.840000 sec): 3 clusters
  Score: Raw -34471980.803402 + Penalty 14413.588444 = -34457567.214958
  nChanged 3
		SP:Iteration 40F (54644.810000 sec): 3 clusters
  Score: Raw -34471982.511328 + Penalty 14413.588444 = -34457568.922884
  nChanged 2
		SP:Iteration 41Q (54645.490000 sec): 3 clusters
  Score: Raw -34471984.078088 + Penalty 14413.588444 = -34457570.489644
  nChanged 3
		SP:Iteration 42Q (54646.170000 sec): 3 clusters
  Score: Raw -34471985.723094 + Penalty 14413.588444 = -34457572.134650
  nChanged 1
		SP:Iteration 43Q (54646.850000 sec): 3 clusters
  Score: Raw -34471986.848013 + Penalty 14413.588444 = -34457573.259569
  nChanged 3
		SP:Iteration 44Q (54647.530000 sec): 3 clusters
  Score: Raw -34471989.611593 + Penalty 14413.588444 = -34457576.023150
  nChanged 2
		SP:Iteration 45Q (54648.200000 sec): 3 clusters
  Score: Raw -34471990.545430 + Penalty 14413.588444 = -34457576.956986
  nChanged 1
		SP:Iteration 46Q (54648.880000 sec): 3 clusters
  Score: Raw -34471991.515753 + Penalty 14413.588444 = -34457577.927310
  nChanged 1
		SP:Iteration 47Q (54649.560000 sec): 3 clusters
  Score: Raw -34471991.987042 + Penalty 14413.588444 = -34457578.398598
  nChanged 1
		SP:Iteration 48Q (54650.240000 sec): 3 clusters
  Score: Raw -34471992.576212 + Penalty 14413.588444 = -34457578.987768
  nChanged 0
		SP:Iteration 49F (54651.200000 sec): 3 clusters
  Score: Raw -34471992.576212 + Penalty 14413.588444 = -34457578.987768
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54651.290000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54651.300000 sec): 3 clusters
  Score: Raw -45426.315533 + Penalty 6508.677324 = -38917.638208
  nChanged 7
		SP:Iteration 1Q (54651.300000 sec): 3 clusters
  Score: Raw -45489.520786 + Penalty 6508.677324 = -38980.843461
  nChanged 2
		SP:Iteration 2Q (54651.300000 sec): 3 clusters
  Score: Raw -45502.526256 + Penalty 6508.677324 = -38993.848932
  nChanged 0
		SP:Iteration 3F (54651.300000 sec): 3 clusters
  Score: Raw -45502.526256 + Penalty 6508.677324 = -38993.848932
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54651.310000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54651.310000 sec): 3 clusters
  Score: Raw -136459.622605 + Penalty 7674.993986 = -128784.628620
  nChanged 43
		SP:Iteration 1F (54651.320000 sec): 3 clusters
  Score: Raw -136630.281162 + Penalty 7674.993986 = -128955.287177
  nChanged 12
		SP:Iteration 2Q (54651.320000 sec): 3 clusters
  Score: Raw -136672.979028 + Penalty 7674.993986 = -128997.985042
  nChanged 3
		SP:Iteration 3Q (54651.320000 sec): 3 clusters
  Score: Raw -136692.750876 + Penalty 7674.993986 = -129017.756890
  nChanged 1
		SP:Iteration 4Q (54651.330000 sec): 3 clusters
  Score: Raw -136695.561073 + Penalty 7674.993986 = -129020.567087
  nChanged 1
		SP:Iteration 5Q (54651.330000 sec): 3 clusters
  Score: Raw -136698.307491 + Penalty 7674.993986 = -129023.313505
  nChanged 1
		SP:Iteration 6Q (54651.340000 sec): 3 clusters
  Score: Raw -136725.580461 + Penalty 7674.993986 = -129050.586475
  nChanged 3
		SP:Iteration 7Q (54651.340000 sec): 3 clusters
  Score: Raw -136735.135059 + Penalty 7674.993986 = -129060.141073
  nChanged 1
		SP:Iteration 8Q (54651.340000 sec): 3 clusters
  Score: Raw -136739.519864 + Penalty 7674.993986 = -129064.525878
  nChanged 1
		SP:Iteration 9Q (54651.350000 sec): 3 clusters
  Score: Raw -136754.475982 + Penalty 7674.993986 = -129079.481996
  nChanged 0
		SP:Iteration 10F (54651.350000 sec): 3 clusters
  Score: Raw -136754.475982 + Penalty 7674.993986 = -129079.481996
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (104801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54652.070000 sec): 2 clusters
  Score: Raw -27990866.108547 + Penalty 7080.388888 = -27983785.719658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54652.880000 sec): 3 clusters
  Score: Raw -27926524.379671 + Penalty 14160.777776 = -27912363.601895
  nChanged 48126
		SP:Iteration 1F (54653.680000 sec): 3 clusters
  Score: Raw -27952745.181187 + Penalty 14160.777776 = -27938584.403411
  nChanged 4154
		SP:Iteration 2Q (54654.490000 sec): 3 clusters
  Score: Raw -27953869.594487 + Penalty 14160.777776 = -27939708.816711
  nChanged 3818
		SP:Iteration 3Q (54655.300000 sec): 3 clusters
  Score: Raw -27954937.545166 + Penalty 14160.777776 = -27940776.767390
  nChanged 3710
		SP:Iteration 4Q (54656.100000 sec): 3 clusters
  Score: Raw -27956007.251020 + Penalty 14160.777776 = -27941846.473244
  nChanged 3573
		SP:Iteration 5Q (54656.920000 sec): 3 clusters
  Score: Raw -27957156.040926 + Penalty 14160.777776 = -27942995.263150
  nChanged 3703
		SP:Iteration 6Q (54657.730000 sec): 3 clusters
  Score: Raw -27958600.675742 + Penalty 14160.777776 = -27944439.897965
  nChanged 4039
		SP:Iteration 7Q (54658.540000 sec): 3 clusters
  Score: Raw -27960382.511867 + Penalty 14160.777776 = -27946221.734091
  nChanged 4477
		SP:Iteration 8Q (54659.350000 sec): 3 clusters
  Score: Raw -27962415.243490 + Penalty 14160.777776 = -27948254.465714
  nChanged 4842
		SP:Iteration 9Q (54660.160000 sec): 3 clusters
  Score: Raw -27964642.378045 + Penalty 14160.777776 = -27950481.600268
  nChanged 5117
		SP:Iteration 10Q (54660.960000 sec): 3 clusters
  Score: Raw -27967137.120625 + Penalty 14160.777776 = -27952976.342849
  nChanged 5356
		SP:Iteration 11F (54661.770000 sec): 3 clusters
  Score: Raw -27970138.070030 + Penalty 14160.777776 = -27955977.292254
  nChanged 5815
		SP:Iteration 12F (54662.570000 sec): 3 clusters
  Score: Raw -27973917.959608 + Penalty 14160.777776 = -27959757.181831
  nChanged 6046
		SP:Iteration 13F (54663.370000 sec): 3 clusters
  Score: Raw -27978514.613982 + Penalty 14160.777776 = -27964353.836206
  nChanged 5878
		SP:Iteration 14F (54664.170000 sec): 3 clusters
  Score: Raw -27983594.519460 + Penalty 14160.777776 = -27969433.741684
  nChanged 4888
		SP:Iteration 15Q (54664.940000 sec): 3 clusters
  Score: Raw -27987945.327966 + Penalty 14160.777776 = -27973784.550190
  nChanged 3489
		SP:Iteration 16Q (54665.690000 sec): 3 clusters
  Score: Raw -27990913.307997 + Penalty 14160.777776 = -27976752.530220
  nChanged 2424
		SP:Iteration 17Q (54666.400000 sec): 3 clusters
  Score: Raw -27992956.858338 + Penalty 14160.777776 = -27978796.080562
  nChanged 1645
		SP:Iteration 18Q (54667.070000 sec): 3 clusters
  Score: Raw -27994335.177593 + Penalty 14160.777776 = -27980174.399817
  nChanged 1154
		SP:Iteration 19Q (54667.720000 sec): 3 clusters
  Score: Raw -27995259.677696 + Penalty 14160.777776 = -27981098.899919
  nChanged 855
		SP:Iteration 20F (54668.510000 sec): 3 clusters
  Score: Raw -27995773.769642 + Penalty 14160.777776 = -27981612.991866
  nChanged 615
		SP:Iteration 21Q (54669.130000 sec): 3 clusters
  Score: Raw -27996084.376762 + Penalty 14160.777776 = -27981923.598985
  nChanged 457
		SP:Iteration 22Q (54669.730000 sec): 3 clusters
  Score: Raw -27996264.570609 + Penalty 14160.777776 = -27982103.792832
  nChanged 312
		SP:Iteration 23Q (54670.320000 sec): 3 clusters
  Score: Raw -27996366.868842 + Penalty 14160.777776 = -27982206.091066
  nChanged 241
		SP:Iteration 24Q (54670.910000 sec): 3 clusters
  Score: Raw -27996434.568693 + Penalty 14160.777776 = -27982273.790917
  nChanged 167
		SP:Iteration 25Q (54671.500000 sec): 3 clusters
  Score: Raw -27996474.962118 + Penalty 14160.777776 = -27982314.184341
  nChanged 116
		SP:Iteration 26Q (54672.090000 sec): 3 clusters
  Score: Raw -27996498.065323 + Penalty 14160.777776 = -27982337.287547
  nChanged 94
		SP:Iteration 27Q (54672.670000 sec): 3 clusters
  Score: Raw -27996514.780040 + Penalty 14160.777776 = -27982354.002264
  nChanged 73
		SP:Iteration 28Q (54673.260000 sec): 3 clusters
  Score: Raw -27996525.770477 + Penalty 14160.777776 = -27982364.992701
  nChanged 50
		SP:Iteration 29Q (54673.840000 sec): 3 clusters
  Score: Raw -27996531.865918 + Penalty 14160.777776 = -27982371.088141
  nChanged 34
		SP:Iteration 30Q (54674.430000 sec): 3 clusters
  Score: Raw -27996536.182433 + Penalty 14160.777776 = -27982375.404657
  nChanged 31
		SP:Iteration 31Q (54675.010000 sec): 3 clusters
  Score: Raw -27996540.391828 + Penalty 14160.777776 = -27982379.614052
  nChanged 30
		SP:Iteration 32Q (54675.590000 sec): 3 clusters
  Score: Raw -27996544.618424 + Penalty 14160.777776 = -27982383.840648
  nChanged 31
		SP:Iteration 33Q (54676.170000 sec): 3 clusters
  Score: Raw -27996547.857296 + Penalty 14160.777776 = -27982387.079520
  nChanged 15
		SP:Iteration 34Q (54676.750000 sec): 3 clusters
  Score: Raw -27996549.717161 + Penalty 14160.777776 = -27982388.939385
  nChanged 15
		SP:Iteration 35Q (54677.340000 sec): 3 clusters
  Score: Raw -27996551.308656 + Penalty 14160.777776 = -27982390.530879
  nChanged 11
		SP:Iteration 36Q (54677.920000 sec): 3 clusters
  Score: Raw -27996552.652456 + Penalty 14160.777776 = -27982391.874680
  nChanged 10
		SP:Iteration 37Q (54678.500000 sec): 3 clusters
  Score: Raw -27996553.829968 + Penalty 14160.777776 = -27982393.052192
  nChanged 6
		SP:Iteration 38Q (54679.080000 sec): 3 clusters
  Score: Raw -27996554.498223 + Penalty 14160.777776 = -27982393.720447
  nChanged 2
		SP:Iteration 39Q (54679.670000 sec): 3 clusters
  Score: Raw -27996554.636976 + Penalty 14160.777776 = -27982393.859200
  nChanged 2
		SP:Iteration 40F (54680.460000 sec): 3 clusters
  Score: Raw -27996554.860733 + Penalty 14160.777776 = -27982394.082957
  nChanged 1
		SP:Iteration 41Q (54681.040000 sec): 3 clusters
  Score: Raw -27996554.934974 + Penalty 14160.777776 = -27982394.157198
  nChanged 2
		SP:Iteration 42Q (54681.630000 sec): 3 clusters
  Score: Raw -27996555.128206 + Penalty 14160.777776 = -27982394.350430
  nChanged 2
		SP:Iteration 43Q (54682.210000 sec): 3 clusters
  Score: Raw -27996555.270632 + Penalty 14160.777776 = -27982394.492856
  nChanged 2
		SP:Iteration 44Q (54682.790000 sec): 3 clusters
  Score: Raw -27996555.461248 + Penalty 14160.777776 = -27982394.683471
  nChanged 1
		SP:Iteration 45Q (54683.370000 sec): 3 clusters
  Score: Raw -27996555.507907 + Penalty 14160.777776 = -27982394.730131
  nChanged 0
		SP:Iteration 46F (54684.170000 sec): 3 clusters
  Score: Raw -27996555.507907 + Penalty 14160.777776 = -27982394.730131
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (17046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54684.340000 sec): 2 clusters
  Score: Raw -4518359.276354 + Penalty 5967.998396 = -4512391.277958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54684.460000 sec): 3 clusters
  Score: Raw -4509616.823868 + Penalty 11935.996793 = -4497680.827075
  nChanged 6726
		SP:Iteration 1F (54684.600000 sec): 3 clusters
  Score: Raw -4513212.457969 + Penalty 11935.996793 = -4501276.461177
  nChanged 1241
		SP:Iteration 2F (54684.720000 sec): 3 clusters
  Score: Raw -4513907.274344 + Penalty 11935.996793 = -4501971.277552
  nChanged 960
		SP:Iteration 3F (54684.850000 sec): 3 clusters
  Score: Raw -4514572.214928 + Penalty 11935.996793 = -4502636.218136
  nChanged 958
		SP:Iteration 4F (54684.980000 sec): 3 clusters
  Score: Raw -4515383.820066 + Penalty 11935.996793 = -4503447.823273
  nChanged 1028
		SP:Iteration 5F (54685.110000 sec): 3 clusters
  Score: Raw -4516258.158097 + Penalty 11935.996793 = -4504322.161305
  nChanged 1088
		SP:Iteration 6F (54685.240000 sec): 3 clusters
  Score: Raw -4517142.364445 + Penalty 11935.996793 = -4505206.367653
  nChanged 1012
		SP:Iteration 7F (54685.370000 sec): 3 clusters
  Score: Raw -4517943.042849 + Penalty 11935.996793 = -4506007.046056
  nChanged 931
		SP:Iteration 8F (54685.500000 sec): 3 clusters
  Score: Raw -4518606.931313 + Penalty 11935.996793 = -4506670.934521
  nChanged 805
		SP:Iteration 9Q (54685.630000 sec): 3 clusters
  Score: Raw -4519138.772597 + Penalty 11935.996793 = -4507202.775805
  nChanged 648
		SP:Iteration 10Q (54685.760000 sec): 3 clusters
  Score: Raw -4519494.793440 + Penalty 11935.996793 = -4507558.796648
  nChanged 434
		SP:Iteration 11Q (54685.880000 sec): 3 clusters
  Score: Raw -4519694.908538 + Penalty 11935.996793 = -4507758.911746
  nChanged 339
		SP:Iteration 12Q (54686.010000 sec): 3 clusters
  Score: Raw -4519845.369939 + Penalty 11935.996793 = -4507909.373147
  nChanged 265
		SP:Iteration 13Q (54686.140000 sec): 3 clusters
  Score: Raw -4519953.480350 + Penalty 11935.996793 = -4508017.483558
  nChanged 198
		SP:Iteration 14Q (54686.270000 sec): 3 clusters
  Score: Raw -4520023.280153 + Penalty 11935.996793 = -4508087.283361
  nChanged 149
		SP:Iteration 15Q (54686.400000 sec): 3 clusters
  Score: Raw -4520071.981841 + Penalty 11935.996793 = -4508135.985048
  nChanged 131
		SP:Iteration 16Q (54686.520000 sec): 3 clusters
  Score: Raw -4520114.692696 + Penalty 11935.996793 = -4508178.695904
  nChanged 113
		SP:Iteration 17Q (54686.650000 sec): 3 clusters
  Score: Raw -4520149.728041 + Penalty 11935.996793 = -4508213.731248
  nChanged 105
		SP:Iteration 18Q (54686.780000 sec): 3 clusters
  Score: Raw -4520182.530218 + Penalty 11935.996793 = -4508246.533425
  nChanged 99
		SP:Iteration 19Q (54686.900000 sec): 3 clusters
  Score: Raw -4520210.711772 + Penalty 11935.996793 = -4508274.714980
  nChanged 91
		SP:Iteration 20F (54687.030000 sec): 3 clusters
  Score: Raw -4520236.384836 + Penalty 11935.996793 = -4508300.388043
  nChanged 76
		SP:Iteration 21Q (54687.160000 sec): 3 clusters
  Score: Raw -4520256.017903 + Penalty 11935.996793 = -4508320.021110
  nChanged 63
		SP:Iteration 22Q (54687.290000 sec): 3 clusters
  Score: Raw -4520273.719759 + Penalty 11935.996793 = -4508337.722966
  nChanged 64
		SP:Iteration 23Q (54687.420000 sec): 3 clusters
  Score: Raw -4520292.797573 + Penalty 11935.996793 = -4508356.800780
  nChanged 57
		SP:Iteration 24Q (54687.540000 sec): 3 clusters
  Score: Raw -4520308.301956 + Penalty 11935.996793 = -4508372.305164
  nChanged 42
		SP:Iteration 25Q (54687.670000 sec): 3 clusters
  Score: Raw -4520319.765724 + Penalty 11935.996793 = -4508383.768931
  nChanged 46
		SP:Iteration 26Q (54687.800000 sec): 3 clusters
  Score: Raw -4520335.039602 + Penalty 11935.996793 = -4508399.042810
  nChanged 47
		SP:Iteration 27Q (54687.930000 sec): 3 clusters
  Score: Raw -4520347.761490 + Penalty 11935.996793 = -4508411.764698
  nChanged 42
		SP:Iteration 28Q (54688.060000 sec): 3 clusters
  Score: Raw -4520358.676887 + Penalty 11935.996793 = -4508422.680094
  nChanged 42
		SP:Iteration 29Q (54688.180000 sec): 3 clusters
  Score: Raw -4520368.545721 + Penalty 11935.996793 = -4508432.548928
  nChanged 28
		SP:Iteration 30Q (54688.310000 sec): 3 clusters
  Score: Raw -4520375.534433 + Penalty 11935.996793 = -4508439.537640
  nChanged 21
		SP:Iteration 31Q (54688.440000 sec): 3 clusters
  Score: Raw -4520382.062881 + Penalty 11935.996793 = -4508446.066089
  nChanged 21
		SP:Iteration 32Q (54688.570000 sec): 3 clusters
  Score: Raw -4520387.208475 + Penalty 11935.996793 = -4508451.211683
  nChanged 20
		SP:Iteration 33Q (54688.700000 sec): 3 clusters
  Score: Raw -4520392.460764 + Penalty 11935.996793 = -4508456.463972
  nChanged 23
		SP:Iteration 34Q (54688.820000 sec): 3 clusters
  Score: Raw -4520398.248118 + Penalty 11935.996793 = -4508462.251325
  nChanged 14
		SP:Iteration 35Q (54688.950000 sec): 3 clusters
  Score: Raw -4520401.936422 + Penalty 11935.996793 = -4508465.939630
  nChanged 17
		SP:Iteration 36Q (54689.080000 sec): 3 clusters
  Score: Raw -4520406.334766 + Penalty 11935.996793 = -4508470.337973
  nChanged 21
		SP:Iteration 37Q (54689.210000 sec): 3 clusters
  Score: Raw -4520411.844106 + Penalty 11935.996793 = -4508475.847314
  nChanged 23
		SP:Iteration 38Q (54689.330000 sec): 3 clusters
  Score: Raw -4520417.734097 + Penalty 11935.996793 = -4508481.737305
  nChanged 16
		SP:Iteration 39Q (54689.460000 sec): 3 clusters
  Score: Raw -4520421.934697 + Penalty 11935.996793 = -4508485.937904
  nChanged 12
		SP:Iteration 40F (54689.590000 sec): 3 clusters
  Score: Raw -4520425.144884 + Penalty 11935.996793 = -4508489.148092
  nChanged 13
		SP:Iteration 41Q (54689.720000 sec): 3 clusters
  Score: Raw -4520427.951570 + Penalty 11935.996793 = -4508491.954778
  nChanged 11
		SP:Iteration 42Q (54689.850000 sec): 3 clusters
  Score: Raw -4520431.225930 + Penalty 11935.996793 = -4508495.229137
  nChanged 10
		SP:Iteration 43Q (54689.980000 sec): 3 clusters
  Score: Raw -4520433.528678 + Penalty 11935.996793 = -4508497.531886
  nChanged 7
		SP:Iteration 44Q (54690.100000 sec): 3 clusters
  Score: Raw -4520435.407761 + Penalty 11935.996793 = -4508499.410968
  nChanged 8
		SP:Iteration 45Q (54690.230000 sec): 3 clusters
  Score: Raw -4520437.090605 + Penalty 11935.996793 = -4508501.093812
  nChanged 5
		SP:Iteration 46Q (54690.360000 sec): 3 clusters
  Score: Raw -4520438.153742 + Penalty 11935.996793 = -4508502.156949
  nChanged 5
		SP:Iteration 47Q (54690.480000 sec): 3 clusters
  Score: Raw -4520439.203132 + Penalty 11935.996793 = -4508503.206339
  nChanged 5
		SP:Iteration 48Q (54690.610000 sec): 3 clusters
  Score: Raw -4520440.266761 + Penalty 11935.996793 = -4508504.269969
  nChanged 9
		SP:Iteration 49Q (54690.740000 sec): 3 clusters
  Score: Raw -4520442.196609 + Penalty 11935.996793 = -4508506.199816
  nChanged 7
		SP:Iteration 50Q (54690.870000 sec): 3 clusters
  Score: Raw -4520443.477083 + Penalty 11935.996793 = -4508507.480291
  nChanged 5
		SP:Iteration 51Q (54691.000000 sec): 3 clusters
  Score: Raw -4520444.701759 + Penalty 11935.996793 = -4508508.704966
  nChanged 3
		SP:Iteration 52Q (54691.120000 sec): 3 clusters
  Score: Raw -4520445.282920 + Penalty 11935.996793 = -4508509.286128
  nChanged 1
		SP:Iteration 53Q (54691.250000 sec): 3 clusters
  Score: Raw -4520445.445140 + Penalty 11935.996793 = -4508509.448347
  nChanged 1
		SP:Iteration 54Q (54691.380000 sec): 3 clusters
  Score: Raw -4520445.812497 + Penalty 11935.996793 = -4508509.815704
  nChanged 3
		SP:Iteration 55Q (54691.510000 sec): 3 clusters
  Score: Raw -4520446.601974 + Penalty 11935.996793 = -4508510.605181
  nChanged 3
		SP:Iteration 56Q (54691.640000 sec): 3 clusters
  Score: Raw -4520447.204127 + Penalty 11935.996793 = -4508511.207335
  nChanged 1
		SP:Iteration 57Q (54691.760000 sec): 3 clusters
  Score: Raw -4520447.509986 + Penalty 11935.996793 = -4508511.513194
  nChanged 2
		SP:Iteration 58Q (54691.890000 sec): 3 clusters
  Score: Raw -4520447.919053 + Penalty 11935.996793 = -4508511.922260
  nChanged 1
		SP:Iteration 59Q (54692.020000 sec): 3 clusters
  Score: Raw -4520448.199491 + Penalty 11935.996793 = -4508512.202698
  nChanged 1
		SP:Iteration 60F (54692.150000 sec): 3 clusters
  Score: Raw -4520448.502284 + Penalty 11935.996793 = -4508512.505491
  nChanged 1
		SP:Iteration 61Q (54692.280000 sec): 3 clusters
  Score: Raw -4520448.735922 + Penalty 11935.996793 = -4508512.739129
  nChanged 2
		SP:Iteration 62Q (54692.400000 sec): 3 clusters
  Score: Raw -4520449.101835 + Penalty 11935.996793 = -4508513.105042
  nChanged 1
		SP:Iteration 63Q (54692.530000 sec): 3 clusters
  Score: Raw -4520449.228455 + Penalty 11935.996793 = -4508513.231663
  nChanged 0
		SP:Iteration 64F (54692.660000 sec): 3 clusters
  Score: Raw -4520449.228455 + Penalty 11935.996793 = -4508513.231663
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54692.880000 sec): 2 clusters
  Score: Raw -8575935.393714 + Penalty 6357.997896 = -8569577.395818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54693.120000 sec): 3 clusters
  Score: Raw -8557984.052870 + Penalty 12715.995792 = -8545268.057078
  nChanged 13726
		SP:Iteration 1F (54693.370000 sec): 3 clusters
  Score: Raw -8565429.214332 + Penalty 12715.995792 = -8552713.218540
  nChanged 2128
		SP:Iteration 2F (54693.620000 sec): 3 clusters
  Score: Raw -8566538.442533 + Penalty 12715.995792 = -8553822.446741
  nChanged 1906
		SP:Iteration 3F (54693.870000 sec): 3 clusters
  Score: Raw -8567697.033465 + Penalty 12715.995792 = -8554981.037674
  nChanged 2036
		SP:Iteration 4F (54694.110000 sec): 3 clusters
  Score: Raw -8569230.693539 + Penalty 12715.995792 = -8556514.697747
  nChanged 2264
		SP:Iteration 5F (54694.360000 sec): 3 clusters
  Score: Raw -8571130.747105 + Penalty 12715.995792 = -8558414.751313
  nChanged 2318
		SP:Iteration 6F (54694.610000 sec): 3 clusters
  Score: Raw -8573078.790435 + Penalty 12715.995792 = -8560362.794643
  nChanged 2135
		SP:Iteration 7F (54694.860000 sec): 3 clusters
  Score: Raw -8574650.944690 + Penalty 12715.995792 = -8561934.948898
  nChanged 1747
		SP:Iteration 8F (54695.100000 sec): 3 clusters
  Score: Raw -8575677.498745 + Penalty 12715.995792 = -8562961.502953
  nChanged 1320
		SP:Iteration 9Q (54695.350000 sec): 3 clusters
  Score: Raw -8576216.906379 + Penalty 12715.995792 = -8563500.910587
  nChanged 791
		SP:Iteration 10Q (54695.590000 sec): 3 clusters
  Score: Raw -8576454.775829 + Penalty 12715.995792 = -8563738.780037
  nChanged 551
		SP:Iteration 11Q (54695.840000 sec): 3 clusters
  Score: Raw -8576583.122658 + Penalty 12715.995792 = -8563867.126866
  nChanged 351
		SP:Iteration 12Q (54696.080000 sec): 3 clusters
  Score: Raw -8576650.808426 + Penalty 12715.995792 = -8563934.812634
  nChanged 248
		SP:Iteration 13Q (54696.330000 sec): 3 clusters
  Score: Raw -8576692.443466 + Penalty 12715.995792 = -8563976.447674
  nChanged 169
		SP:Iteration 14Q (54696.570000 sec): 3 clusters
  Score: Raw -8576718.468881 + Penalty 12715.995792 = -8564002.473089
  nChanged 123
		SP:Iteration 15Q (54696.810000 sec): 3 clusters
  Score: Raw -8576735.476395 + Penalty 12715.995792 = -8564019.480603
  nChanged 76
		SP:Iteration 16Q (54697.060000 sec): 3 clusters
  Score: Raw -8576746.103649 + Penalty 12715.995792 = -8564030.107858
  nChanged 68
		SP:Iteration 17Q (54697.300000 sec): 3 clusters
  Score: Raw -8576754.972038 + Penalty 12715.995792 = -8564038.976246
  nChanged 62
		SP:Iteration 18Q (54697.550000 sec): 3 clusters
  Score: Raw -8576763.010931 + Penalty 12715.995792 = -8564047.015139
  nChanged 51
		SP:Iteration 19Q (54697.790000 sec): 3 clusters
  Score: Raw -8576769.581931 + Penalty 12715.995792 = -8564053.586139
  nChanged 38
		SP:Iteration 20F (54698.040000 sec): 3 clusters
  Score: Raw -8576774.622372 + Penalty 12715.995792 = -8564058.626580
  nChanged 39
		SP:Iteration 21Q (54698.280000 sec): 3 clusters
  Score: Raw -8576780.223372 + Penalty 12715.995792 = -8564064.227581
  nChanged 40
		SP:Iteration 22Q (54698.530000 sec): 3 clusters
  Score: Raw -8576784.881333 + Penalty 12715.995792 = -8564068.885541
  nChanged 34
		SP:Iteration 23Q (54698.770000 sec): 3 clusters
  Score: Raw -8576788.808337 + Penalty 12715.995792 = -8564072.812545
  nChanged 31
		SP:Iteration 24Q (54699.020000 sec): 3 clusters
  Score: Raw -8576792.064497 + Penalty 12715.995792 = -8564076.068705
  nChanged 21
		SP:Iteration 25Q (54699.260000 sec): 3 clusters
  Score: Raw -8576794.252004 + Penalty 12715.995792 = -8564078.256213
  nChanged 21
		SP:Iteration 26Q (54699.510000 sec): 3 clusters
  Score: Raw -8576796.570781 + Penalty 12715.995792 = -8564080.574989
  nChanged 20
		SP:Iteration 27Q (54699.750000 sec): 3 clusters
  Score: Raw -8576798.971913 + Penalty 12715.995792 = -8564082.976121
  nChanged 25
		SP:Iteration 28Q (54699.990000 sec): 3 clusters
  Score: Raw -8576802.057380 + Penalty 12715.995792 = -8564086.061588
  nChanged 23
		SP:Iteration 29Q (54700.230000 sec): 3 clusters
  Score: Raw -8576805.294779 + Penalty 12715.995792 = -8564089.298987
  nChanged 19
		SP:Iteration 30Q (54700.480000 sec): 3 clusters
  Score: Raw -8576807.435101 + Penalty 12715.995792 = -8564091.439310
  nChanged 24
		SP:Iteration 31Q (54700.730000 sec): 3 clusters
  Score: Raw -8576809.884377 + Penalty 12715.995792 = -8564093.888585
  nChanged 13
		SP:Iteration 32Q (54700.970000 sec): 3 clusters
  Score: Raw -8576811.331893 + Penalty 12715.995792 = -8564095.336101
  nChanged 9
		SP:Iteration 33Q (54701.210000 sec): 3 clusters
  Score: Raw -8576812.304134 + Penalty 12715.995792 = -8564096.308342
  nChanged 11
		SP:Iteration 34Q (54701.460000 sec): 3 clusters
  Score: Raw -8576813.223619 + Penalty 12715.995792 = -8564097.227827
  nChanged 9
		SP:Iteration 35Q (54701.700000 sec): 3 clusters
  Score: Raw -8576814.281085 + Penalty 12715.995792 = -8564098.285293
  nChanged 12
		SP:Iteration 36Q (54701.950000 sec): 3 clusters
  Score: Raw -8576815.396066 + Penalty 12715.995792 = -8564099.400274
  nChanged 13
		SP:Iteration 37Q (54702.190000 sec): 3 clusters
  Score: Raw -8576816.608589 + Penalty 12715.995792 = -8564100.612797
  nChanged 8
		SP:Iteration 38Q (54702.430000 sec): 3 clusters
  Score: Raw -8576817.392147 + Penalty 12715.995792 = -8564101.396355
  nChanged 3
		SP:Iteration 39Q (54702.680000 sec): 3 clusters
  Score: Raw -8576817.655068 + Penalty 12715.995792 = -8564101.659277
  nChanged 4
		SP:Iteration 40F (54702.930000 sec): 3 clusters
  Score: Raw -8576817.967713 + Penalty 12715.995792 = -8564101.971921
  nChanged 3
		SP:Iteration 41Q (54703.170000 sec): 3 clusters
  Score: Raw -8576818.265011 + Penalty 12715.995792 = -8564102.269219
  nChanged 4
		SP:Iteration 42Q (54703.410000 sec): 3 clusters
  Score: Raw -8576818.654324 + Penalty 12715.995792 = -8564102.658532
  nChanged 3
		SP:Iteration 43Q (54703.660000 sec): 3 clusters
  Score: Raw -8576818.957860 + Penalty 12715.995792 = -8564102.962068
  nChanged 2
		SP:Iteration 44Q (54703.900000 sec): 3 clusters
  Score: Raw -8576819.134800 + Penalty 12715.995792 = -8564103.139008
  nChanged 0
		SP:Iteration 45F (54704.150000 sec): 3 clusters
  Score: Raw -8576819.134800 + Penalty 12715.995792 = -8564103.139008
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (8933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54704.220000 sec): 2 clusters
  Score: Raw -2325657.037663 + Penalty 5572.223383 = -2320084.814281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54704.290000 sec): 3 clusters
  Score: Raw -2321718.381418 + Penalty 11144.446766 = -2310573.934653
  nChanged 3241
		SP:Iteration 1F (54704.350000 sec): 3 clusters
  Score: Raw -2323671.725232 + Penalty 11144.446766 = -2312527.278467
  nChanged 694
		SP:Iteration 2F (54704.420000 sec): 3 clusters
  Score: Raw -2324101.201321 + Penalty 11144.446766 = -2312956.754555
  nChanged 429
		SP:Iteration 3Q (54704.480000 sec): 3 clusters
  Score: Raw -2324335.930377 + Penalty 11144.446766 = -2313191.483611
  nChanged 282
		SP:Iteration 4Q (54704.550000 sec): 3 clusters
  Score: Raw -2324509.764129 + Penalty 11144.446766 = -2313365.317363
  nChanged 231
		SP:Iteration 5Q (54704.610000 sec): 3 clusters
  Score: Raw -2324633.590698 + Penalty 11144.446766 = -2313489.143933
  nChanged 179
		SP:Iteration 6Q (54704.680000 sec): 3 clusters
  Score: Raw -2324723.036164 + Penalty 11144.446766 = -2313578.589399
  nChanged 156
		SP:Iteration 7Q (54704.750000 sec): 3 clusters
  Score: Raw -2324801.434152 + Penalty 11144.446766 = -2313656.987387
  nChanged 142
		SP:Iteration 8Q (54704.810000 sec): 3 clusters
  Score: Raw -2324871.408094 + Penalty 11144.446766 = -2313726.961329
  nChanged 128
		SP:Iteration 9Q (54704.880000 sec): 3 clusters
  Score: Raw -2324936.290007 + Penalty 11144.446766 = -2313791.843242
  nChanged 116
		SP:Iteration 10Q (54704.950000 sec): 3 clusters
  Score: Raw -2324988.427720 + Penalty 11144.446766 = -2313843.980955
  nChanged 116
		SP:Iteration 11Q (54705.010000 sec): 3 clusters
  Score: Raw -2325045.577389 + Penalty 11144.446766 = -2313901.130623
  nChanged 97
		SP:Iteration 12Q (54705.080000 sec): 3 clusters
  Score: Raw -2325093.031399 + Penalty 11144.446766 = -2313948.584634
  nChanged 88
		SP:Iteration 13Q (54705.140000 sec): 3 clusters
  Score: Raw -2325131.484987 + Penalty 11144.446766 = -2313987.038221
  nChanged 78
		SP:Iteration 14Q (54705.210000 sec): 3 clusters
  Score: Raw -2325167.513365 + Penalty 11144.446766 = -2314023.066600
  nChanged 73
		SP:Iteration 15Q (54705.270000 sec): 3 clusters
  Score: Raw -2325196.796840 + Penalty 11144.446766 = -2314052.350075
  nChanged 64
		SP:Iteration 16Q (54705.340000 sec): 3 clusters
  Score: Raw -2325223.037548 + Penalty 11144.446766 = -2314078.590783
  nChanged 59
		SP:Iteration 17Q (54705.410000 sec): 3 clusters
  Score: Raw -2325245.985575 + Penalty 11144.446766 = -2314101.538809
  nChanged 49
		SP:Iteration 18Q (54705.470000 sec): 3 clusters
  Score: Raw -2325263.238423 + Penalty 11144.446766 = -2314118.791658
  nChanged 54
		SP:Iteration 19Q (54705.540000 sec): 3 clusters
  Score: Raw -2325283.715650 + Penalty 11144.446766 = -2314139.268884
  nChanged 42
		SP:Iteration 20F (54705.600000 sec): 3 clusters
  Score: Raw -2325299.042350 + Penalty 11144.446766 = -2314154.595584
  nChanged 44
		SP:Iteration 21Q (54705.670000 sec): 3 clusters
  Score: Raw -2325315.486661 + Penalty 11144.446766 = -2314171.039895
  nChanged 48
		SP:Iteration 22Q (54705.730000 sec): 3 clusters
  Score: Raw -2325337.028281 + Penalty 11144.446766 = -2314192.581515
  nChanged 48
		SP:Iteration 23Q (54705.800000 sec): 3 clusters
  Score: Raw -2325356.687376 + Penalty 11144.446766 = -2314212.240611
  nChanged 56
		SP:Iteration 24Q (54705.860000 sec): 3 clusters
  Score: Raw -2325380.983030 + Penalty 11144.446766 = -2314236.536265
  nChanged 65
		SP:Iteration 25Q (54705.920000 sec): 3 clusters
  Score: Raw -2325407.852989 + Penalty 11144.446766 = -2314263.406224
  nChanged 63
		SP:Iteration 26Q (54705.980000 sec): 3 clusters
  Score: Raw -2325434.755991 + Penalty 11144.446766 = -2314290.309226
  nChanged 73
		SP:Iteration 27Q (54706.050000 sec): 3 clusters
  Score: Raw -2325470.894503 + Penalty 11144.446766 = -2314326.447737
  nChanged 80
		SP:Iteration 28Q (54706.110000 sec): 3 clusters
  Score: Raw -2325503.935734 + Penalty 11144.446766 = -2314359.488968
  nChanged 72
		SP:Iteration 29Q (54706.170000 sec): 3 clusters
  Score: Raw -2325533.939647 + Penalty 11144.446766 = -2314389.492882
  nChanged 63
		SP:Iteration 30Q (54706.230000 sec): 3 clusters
  Score: Raw -2325563.098097 + Penalty 11144.446766 = -2314418.651332
  nChanged 63
		SP:Iteration 31Q (54706.300000 sec): 3 clusters
  Score: Raw -2325591.915646 + Penalty 11144.446766 = -2314447.468880
  nChanged 56
		SP:Iteration 32Q (54706.370000 sec): 3 clusters
  Score: Raw -2325617.144072 + Penalty 11144.446766 = -2314472.697307
  nChanged 68
		SP:Iteration 33Q (54706.430000 sec): 3 clusters
  Score: Raw -2325649.174987 + Penalty 11144.446766 = -2314504.728222
  nChanged 77
		SP:Iteration 34Q (54706.500000 sec): 3 clusters
  Score: Raw -2325687.027865 + Penalty 11144.446766 = -2314542.581100
  nChanged 65
		SP:Iteration 35Q (54706.560000 sec): 3 clusters
  Score: Raw -2325716.914569 + Penalty 11144.446766 = -2314572.467804
  nChanged 64
		SP:Iteration 36Q (54706.630000 sec): 3 clusters
  Score: Raw -2325745.938990 + Penalty 11144.446766 = -2314601.492224
  nChanged 75
		SP:Iteration 37Q (54706.690000 sec): 3 clusters
  Score: Raw -2325782.246238 + Penalty 11144.446766 = -2314637.799473
  nChanged 67
		SP:Iteration 38Q (54706.760000 sec): 3 clusters
  Score: Raw -2325813.912821 + Penalty 11144.446766 = -2314669.466056
  nChanged 63
		SP:Iteration 39Q (54706.830000 sec): 3 clusters
  Score: Raw -2325847.062696 + Penalty 11144.446766 = -2314702.615931
  nChanged 64
		SP:Iteration 40F (54706.890000 sec): 3 clusters
  Score: Raw -2325876.293035 + Penalty 11144.446766 = -2314731.846270
  nChanged 53
		SP:Iteration 41Q (54706.960000 sec): 3 clusters
  Score: Raw -2325901.129607 + Penalty 11144.446766 = -2314756.682841
  nChanged 51
		SP:Iteration 42Q (54707.020000 sec): 3 clusters
  Score: Raw -2325927.978899 + Penalty 11144.446766 = -2314783.532133
  nChanged 51
		SP:Iteration 43Q (54707.090000 sec): 3 clusters
  Score: Raw -2325952.326695 + Penalty 11144.446766 = -2314807.879930
  nChanged 40
		SP:Iteration 44Q (54707.150000 sec): 3 clusters
  Score: Raw -2325969.783912 + Penalty 11144.446766 = -2314825.337146
  nChanged 42
		SP:Iteration 45Q (54707.220000 sec): 3 clusters
  Score: Raw -2325990.516420 + Penalty 11144.446766 = -2314846.069654
  nChanged 47
		SP:Iteration 46Q (54707.290000 sec): 3 clusters
  Score: Raw -2326012.218795 + Penalty 11144.446766 = -2314867.772029
  nChanged 35
		SP:Iteration 47Q (54707.350000 sec): 3 clusters
  Score: Raw -2326027.343886 + Penalty 11144.446766 = -2314882.897120
  nChanged 27
		SP:Iteration 48Q (54707.410000 sec): 3 clusters
  Score: Raw -2326041.115566 + Penalty 11144.446766 = -2314896.668800
  nChanged 28
		SP:Iteration 49Q (54707.480000 sec): 3 clusters
  Score: Raw -2326053.483328 + Penalty 11144.446766 = -2314909.036563
  nChanged 23
		SP:Iteration 50Q (54707.550000 sec): 3 clusters
  Score: Raw -2326063.151446 + Penalty 11144.446766 = -2314918.704681
  nChanged 20
		SP:Iteration 51Q (54707.610000 sec): 3 clusters
  Score: Raw -2326072.941713 + Penalty 11144.446766 = -2314928.494947
  nChanged 16
		SP:Iteration 52Q (54707.680000 sec): 3 clusters
  Score: Raw -2326079.457547 + Penalty 11144.446766 = -2314935.010781
  nChanged 17
		SP:Iteration 53Q (54707.740000 sec): 3 clusters
  Score: Raw -2326086.415312 + Penalty 11144.446766 = -2314941.968546
  nChanged 14
		SP:Iteration 54Q (54707.810000 sec): 3 clusters
  Score: Raw -2326092.075888 + Penalty 11144.446766 = -2314947.629122
  nChanged 17
		SP:Iteration 55Q (54707.870000 sec): 3 clusters
  Score: Raw -2326098.859420 + Penalty 11144.446766 = -2314954.412654
  nChanged 16
		SP:Iteration 56Q (54707.940000 sec): 3 clusters
  Score: Raw -2326105.111550 + Penalty 11144.446766 = -2314960.664785
  nChanged 17
		SP:Iteration 57Q (54708.000000 sec): 3 clusters
  Score: Raw -2326112.304969 + Penalty 11144.446766 = -2314967.858204
  nChanged 11
		SP:Iteration 58Q (54708.070000 sec): 3 clusters
  Score: Raw -2326116.810056 + Penalty 11144.446766 = -2314972.363291
  nChanged 15
		SP:Iteration 59Q (54708.130000 sec): 3 clusters
  Score: Raw -2326122.448259 + Penalty 11144.446766 = -2314978.001493
  nChanged 14
		SP:Iteration 60F (54708.200000 sec): 3 clusters
  Score: Raw -2326128.035907 + Penalty 11144.446766 = -2314983.589142
  nChanged 14
		SP:Iteration 61Q (54708.270000 sec): 3 clusters
  Score: Raw -2326134.203226 + Penalty 11144.446766 = -2314989.756461
  nChanged 20
		SP:Iteration 62Q (54708.330000 sec): 3 clusters
  Score: Raw -2326145.725539 + Penalty 11144.446766 = -2315001.278773
  nChanged 30
		SP:Iteration 63Q (54708.400000 sec): 3 clusters
  Score: Raw -2326162.175416 + Penalty 11144.446766 = -2315017.728651
  nChanged 23
		SP:Iteration 64Q (54708.460000 sec): 3 clusters
  Score: Raw -2326173.630442 + Penalty 11144.446766 = -2315029.183676
  nChanged 16
		SP:Iteration 65Q (54708.530000 sec): 3 clusters
  Score: Raw -2326182.286410 + Penalty 11144.446766 = -2315037.839644
  nChanged 22
		SP:Iteration 66Q (54708.590000 sec): 3 clusters
  Score: Raw -2326194.098811 + Penalty 11144.446766 = -2315049.652045
  nChanged 24
		SP:Iteration 67Q (54708.660000 sec): 3 clusters
  Score: Raw -2326204.515717 + Penalty 11144.446766 = -2315060.068951
  nChanged 22
		SP:Iteration 68Q (54708.720000 sec): 3 clusters
  Score: Raw -2326215.735151 + Penalty 11144.446766 = -2315071.288386
  nChanged 18
		SP:Iteration 69Q (54708.790000 sec): 3 clusters
  Score: Raw -2326226.028009 + Penalty 11144.446766 = -2315081.581244
  nChanged 25
		SP:Iteration 70Q (54708.850000 sec): 3 clusters
  Score: Raw -2326236.757640 + Penalty 11144.446766 = -2315092.310874
  nChanged 17
		SP:Iteration 71Q (54708.920000 sec): 3 clusters
  Score: Raw -2326245.314946 + Penalty 11144.446766 = -2315100.868181
  nChanged 21
		SP:Iteration 72Q (54708.980000 sec): 3 clusters
  Score: Raw -2326254.601379 + Penalty 11144.446766 = -2315110.154614
  nChanged 19
		SP:Iteration 73Q (54709.050000 sec): 3 clusters
  Score: Raw -2326265.648771 + Penalty 11144.446766 = -2315121.202005
  nChanged 24
		SP:Iteration 74Q (54709.110000 sec): 3 clusters
  Score: Raw -2326275.919636 + Penalty 11144.446766 = -2315131.472870
  nChanged 25
		SP:Iteration 75Q (54709.170000 sec): 3 clusters
  Score: Raw -2326288.635332 + Penalty 11144.446766 = -2315144.188566
  nChanged 28
		SP:Iteration 76Q (54709.240000 sec): 3 clusters
  Score: Raw -2326303.965877 + Penalty 11144.446766 = -2315159.519111
  nChanged 27
		SP:Iteration 77Q (54709.310000 sec): 3 clusters
  Score: Raw -2326317.783230 + Penalty 11144.446766 = -2315173.336465
  nChanged 29
		SP:Iteration 78Q (54709.370000 sec): 3 clusters
  Score: Raw -2326335.498396 + Penalty 11144.446766 = -2315191.051631
  nChanged 35
		SP:Iteration 79Q (54709.430000 sec): 3 clusters
  Score: Raw -2326356.272056 + Penalty 11144.446766 = -2315211.825290
  nChanged 34
		SP:Iteration 80F (54709.500000 sec): 3 clusters
  Score: Raw -2326375.459578 + Penalty 11144.446766 = -2315231.012813
  nChanged 26
		SP:Iteration 81Q (54709.570000 sec): 3 clusters
  Score: Raw -2326389.821978 + Penalty 11144.446766 = -2315245.375213
  nChanged 20
		SP:Iteration 82Q (54709.630000 sec): 3 clusters
  Score: Raw -2326402.471554 + Penalty 11144.446766 = -2315258.024789
  nChanged 23
		SP:Iteration 83Q (54709.690000 sec): 3 clusters
  Score: Raw -2326417.057042 + Penalty 11144.446766 = -2315272.610277
  nChanged 24
		SP:Iteration 84Q (54709.760000 sec): 3 clusters
  Score: Raw -2326428.938448 + Penalty 11144.446766 = -2315284.491683
  nChanged 22
		SP:Iteration 85Q (54709.820000 sec): 3 clusters
  Score: Raw -2326440.390693 + Penalty 11144.446766 = -2315295.943927
  nChanged 19
		SP:Iteration 86Q (54709.890000 sec): 3 clusters
  Score: Raw -2326451.919103 + Penalty 11144.446766 = -2315307.472338
  nChanged 19
		SP:Iteration 87Q (54709.950000 sec): 3 clusters
  Score: Raw -2326464.609511 + Penalty 11144.446766 = -2315320.162745
  nChanged 19
		SP:Iteration 88Q (54710.010000 sec): 3 clusters
  Score: Raw -2326476.632147 + Penalty 11144.446766 = -2315332.185381
  nChanged 16
		SP:Iteration 89Q (54710.080000 sec): 3 clusters
  Score: Raw -2326486.962211 + Penalty 11144.446766 = -2315342.515446
  nChanged 14
		SP:Iteration 90Q (54710.140000 sec): 3 clusters
  Score: Raw -2326496.019046 + Penalty 11144.446766 = -2315351.572280
  nChanged 14
		SP:Iteration 91Q (54710.210000 sec): 3 clusters
  Score: Raw -2326507.714919 + Penalty 11144.446766 = -2315363.268154
  nChanged 21
		SP:Iteration 92Q (54710.270000 sec): 3 clusters
  Score: Raw -2326520.514894 + Penalty 11144.446766 = -2315376.068128
  nChanged 13
		SP:Iteration 93Q (54710.330000 sec): 3 clusters
  Score: Raw -2326527.720745 + Penalty 11144.446766 = -2315383.273980
  nChanged 13
		SP:Iteration 94Q (54710.400000 sec): 3 clusters
  Score: Raw -2326535.246078 + Penalty 11144.446766 = -2315390.799313
  nChanged 14
		SP:Iteration 95Q (54710.460000 sec): 3 clusters
  Score: Raw -2326543.377461 + Penalty 11144.446766 = -2315398.930696
  nChanged 12
		SP:Iteration 96Q (54710.520000 sec): 3 clusters
  Score: Raw -2326549.419165 + Penalty 11144.446766 = -2315404.972399
  nChanged 10
		SP:Iteration 97Q (54710.590000 sec): 3 clusters
  Score: Raw -2326557.018955 + Penalty 11144.446766 = -2315412.572189
  nChanged 14
		SP:Iteration 98Q (54710.650000 sec): 3 clusters
  Score: Raw -2326566.149851 + Penalty 11144.446766 = -2315421.703086
  nChanged 11
		SP:Iteration 99Q (54710.710000 sec): 3 clusters
  Score: Raw -2326573.664145 + Penalty 11144.446766 = -2315429.217379
  nChanged 13
		SP:Iteration 100F (54710.780000 sec): 3 clusters
  Score: Raw -2326582.916325 + Penalty 11144.446766 = -2315438.469560
  nChanged 13
		SP:Iteration 101Q (54710.840000 sec): 3 clusters
  Score: Raw -2326590.434498 + Penalty 11144.446766 = -2315445.987732
  nChanged 10
		SP:Iteration 102Q (54710.910000 sec): 3 clusters
  Score: Raw -2326596.594007 + Penalty 11144.446766 = -2315452.147242
  nChanged 7
		SP:Iteration 103Q (54710.970000 sec): 3 clusters
  Score: Raw -2326600.202759 + Penalty 11144.446766 = -2315455.755993
  nChanged 6
		SP:Iteration 104Q (54711.030000 sec): 3 clusters
  Score: Raw -2326603.267504 + Penalty 11144.446766 = -2315458.820739
  nChanged 7
		SP:Iteration 105Q (54711.090000 sec): 3 clusters
  Score: Raw -2326608.179444 + Penalty 11144.446766 = -2315463.732679
  nChanged 7
		SP:Iteration 106Q (54711.160000 sec): 3 clusters
  Score: Raw -2326612.124848 + Penalty 11144.446766 = -2315467.678082
  nChanged 4
		SP:Iteration 107Q (54711.220000 sec): 3 clusters
  Score: Raw -2326615.733034 + Penalty 11144.446766 = -2315471.286268
  nChanged 3
		SP:Iteration 108Q (54711.290000 sec): 3 clusters
  Score: Raw -2326617.167955 + Penalty 11144.446766 = -2315472.721190
  nChanged 3
		SP:Iteration 109Q (54711.350000 sec): 3 clusters
  Score: Raw -2326619.319363 + Penalty 11144.446766 = -2315474.872598
  nChanged 4
		SP:Iteration 110Q (54711.410000 sec): 3 clusters
  Score: Raw -2326621.215582 + Penalty 11144.446766 = -2315476.768816
  nChanged 5
		SP:Iteration 111Q (54711.470000 sec): 3 clusters
  Score: Raw -2326623.628391 + Penalty 11144.446766 = -2315479.181625
  nChanged 6
		SP:Iteration 112Q (54711.540000 sec): 3 clusters
  Score: Raw -2326627.898645 + Penalty 11144.446766 = -2315483.451880
  nChanged 6
		SP:Iteration 113Q (54711.600000 sec): 3 clusters
  Score: Raw -2326631.524006 + Penalty 11144.446766 = -2315487.077241
  nChanged 2
		SP:Iteration 114Q (54711.660000 sec): 3 clusters
  Score: Raw -2326633.141654 + Penalty 11144.446766 = -2315488.694888
  nChanged 3
		SP:Iteration 115Q (54711.730000 sec): 3 clusters
  Score: Raw -2326634.709784 + Penalty 11144.446766 = -2315490.263018
  nChanged 4
		SP:Iteration 116Q (54711.790000 sec): 3 clusters
  Score: Raw -2326636.921204 + Penalty 11144.446766 = -2315492.474439
  nChanged 1
		SP:Iteration 117Q (54711.850000 sec): 3 clusters
  Score: Raw -2326637.365726 + Penalty 11144.446766 = -2315492.918961
  nChanged 2
		SP:Iteration 118Q (54711.910000 sec): 3 clusters
  Score: Raw -2326638.401267 + Penalty 11144.446766 = -2315493.954501
  nChanged 4
		SP:Iteration 119Q (54711.970000 sec): 3 clusters
  Score: Raw -2326640.852815 + Penalty 11144.446766 = -2315496.406050
  nChanged 3
		SP:Iteration 120F (54712.040000 sec): 3 clusters
  Score: Raw -2326642.269250 + Penalty 11144.446766 = -2315497.822484
  nChanged 1
		SP:Iteration 121Q (54712.100000 sec): 3 clusters
  Score: Raw -2326642.834909 + Penalty 11144.446766 = -2315498.388144
  nChanged 0
		SP:Iteration 122F (54712.170000 sec): 3 clusters
  Score: Raw -2326642.834909 + Penalty 11144.446766 = -2315498.388144
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54712.180000 sec): 2 clusters
  Score: Raw -134632.629027 + Penalty 3900.514652 = -130732.114376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54712.190000 sec): 3 clusters
  Score: Raw -135125.663131 + Penalty 7801.029303 = -127324.633828
  nChanged 72
		SP:Iteration 1F (54712.190000 sec): 3 clusters
  Score: Raw -135359.884289 + Penalty 7801.029303 = -127558.854986
  nChanged 24
		SP:Iteration 2Q (54712.190000 sec): 3 clusters
  Score: Raw -135505.832653 + Penalty 7801.029303 = -127704.803349
  nChanged 18
		SP:Iteration 3Q (54712.200000 sec): 3 clusters
  Score: Raw -135679.185515 + Penalty 7801.029303 = -127878.156212
  nChanged 20
		SP:Iteration 4Q (54712.200000 sec): 3 clusters
  Score: Raw -135787.291173 + Penalty 7801.029303 = -127986.261869
  nChanged 10
		SP:Iteration 5Q (54712.210000 sec): 3 clusters
  Score: Raw -135846.399383 + Penalty 7801.029303 = -128045.370079
  nChanged 11
		SP:Iteration 6Q (54712.210000 sec): 3 clusters
  Score: Raw -135896.777406 + Penalty 7801.029303 = -128095.748103
  nChanged 6
		SP:Iteration 7Q (54712.210000 sec): 3 clusters
  Score: Raw -135947.430902 + Penalty 7801.029303 = -128146.401598
  nChanged 4
		SP:Iteration 8Q (54712.220000 sec): 3 clusters
  Score: Raw -135968.439130 + Penalty 7801.029303 = -128167.409827
  nChanged 0
		SP:Iteration 9F (54712.220000 sec): 3 clusters
  Score: Raw -135968.439130 + Penalty 7801.029303 = -128167.409827
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (11950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54712.310000 sec): 2 clusters
  Score: Raw -3025608.251081 + Penalty 5750.448016 = -3019857.803065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54712.400000 sec): 3 clusters
  Score: Raw -3019964.503188 + Penalty 11500.896033 = -3008463.607155
  nChanged 4582
		SP:Iteration 1F (54712.490000 sec): 3 clusters
  Score: Raw -3023000.977032 + Penalty 11500.896033 = -3011500.080999
  nChanged 1098
		SP:Iteration 2F (54712.580000 sec): 3 clusters
  Score: Raw -3024099.559085 + Penalty 11500.896033 = -3012598.663052
  nChanged 917
		SP:Iteration 3F (54712.670000 sec): 3 clusters
  Score: Raw -3025186.372950 + Penalty 11500.896033 = -3013685.476918
  nChanged 876
		SP:Iteration 4F (54712.760000 sec): 3 clusters
  Score: Raw -3026255.203690 + Penalty 11500.896033 = -3014754.307658
  nChanged 817
		SP:Iteration 5F (54712.850000 sec): 3 clusters
  Score: Raw -3027167.437882 + Penalty 11500.896033 = -3015666.541849
  nChanged 691
		SP:Iteration 6F (54712.940000 sec): 3 clusters
  Score: Raw -3027791.280688 + Penalty 11500.896033 = -3016290.384655
  nChanged 507
		SP:Iteration 7Q (54713.020000 sec): 3 clusters
  Score: Raw -3028172.274994 + Penalty 11500.896033 = -3016671.378961
  nChanged 369
		SP:Iteration 8Q (54713.110000 sec): 3 clusters
  Score: Raw -3028392.180783 + Penalty 11500.896033 = -3016891.284750
  nChanged 289
		SP:Iteration 9Q (54713.190000 sec): 3 clusters
  Score: Raw -3028538.340432 + Penalty 11500.896033 = -3017037.444399
  nChanged 206
		SP:Iteration 10Q (54713.280000 sec): 3 clusters
  Score: Raw -3028637.328472 + Penalty 11500.896033 = -3017136.432439
  nChanged 167
		SP:Iteration 11Q (54713.360000 sec): 3 clusters
  Score: Raw -3028721.704887 + Penalty 11500.896033 = -3017220.808854
  nChanged 143
		SP:Iteration 12Q (54713.440000 sec): 3 clusters
  Score: Raw -3028793.845753 + Penalty 11500.896033 = -3017292.949720
  nChanged 125
		SP:Iteration 13Q (54713.530000 sec): 3 clusters
  Score: Raw -3028856.193223 + Penalty 11500.896033 = -3017355.297190
  nChanged 137
		SP:Iteration 14Q (54713.610000 sec): 3 clusters
  Score: Raw -3028921.987260 + Penalty 11500.896033 = -3017421.091227
  nChanged 135
		SP:Iteration 15Q (54713.690000 sec): 3 clusters
  Score: Raw -3028983.467283 + Penalty 11500.896033 = -3017482.571250
  nChanged 136
		SP:Iteration 16Q (54713.780000 sec): 3 clusters
  Score: Raw -3029040.281136 + Penalty 11500.896033 = -3017539.385104
  nChanged 107
		SP:Iteration 17Q (54713.860000 sec): 3 clusters
  Score: Raw -3029084.696496 + Penalty 11500.896033 = -3017583.800463
  nChanged 92
		SP:Iteration 18Q (54713.940000 sec): 3 clusters
  Score: Raw -3029120.311041 + Penalty 11500.896033 = -3017619.415008
  nChanged 68
		SP:Iteration 19Q (54714.020000 sec): 3 clusters
  Score: Raw -3029143.489106 + Penalty 11500.896033 = -3017642.593074
  nChanged 55
		SP:Iteration 20F (54714.110000 sec): 3 clusters
  Score: Raw -3029163.149036 + Penalty 11500.896033 = -3017662.253003
  nChanged 64
		SP:Iteration 21Q (54714.190000 sec): 3 clusters
  Score: Raw -3029184.416471 + Penalty 11500.896033 = -3017683.520438
  nChanged 64
		SP:Iteration 22Q (54714.280000 sec): 3 clusters
  Score: Raw -3029210.310936 + Penalty 11500.896033 = -3017709.414903
  nChanged 64
		SP:Iteration 23Q (54714.360000 sec): 3 clusters
  Score: Raw -3029233.235073 + Penalty 11500.896033 = -3017732.339041
  nChanged 73
		SP:Iteration 24Q (54714.440000 sec): 3 clusters
  Score: Raw -3029261.788435 + Penalty 11500.896033 = -3017760.892402
  nChanged 65
		SP:Iteration 25Q (54714.520000 sec): 3 clusters
  Score: Raw -3029286.630117 + Penalty 11500.896033 = -3017785.734084
  nChanged 58
		SP:Iteration 26Q (54714.610000 sec): 3 clusters
  Score: Raw -3029306.174502 + Penalty 11500.896033 = -3017805.278469
  nChanged 42
		SP:Iteration 27Q (54714.690000 sec): 3 clusters
  Score: Raw -3029318.513211 + Penalty 11500.896033 = -3017817.617178
  nChanged 37
		SP:Iteration 28Q (54714.770000 sec): 3 clusters
  Score: Raw -3029328.041915 + Penalty 11500.896033 = -3017827.145882
  nChanged 24
		SP:Iteration 29Q (54714.850000 sec): 3 clusters
  Score: Raw -3029334.307188 + Penalty 11500.896033 = -3017833.411155
  nChanged 20
		SP:Iteration 30Q (54714.930000 sec): 3 clusters
  Score: Raw -3029339.856710 + Penalty 11500.896033 = -3017838.960677
  nChanged 19
		SP:Iteration 31Q (54715.010000 sec): 3 clusters
  Score: Raw -3029345.599957 + Penalty 11500.896033 = -3017844.703924
  nChanged 16
		SP:Iteration 32Q (54715.090000 sec): 3 clusters
  Score: Raw -3029350.172694 + Penalty 11500.896033 = -3017849.276661
  nChanged 21
		SP:Iteration 33Q (54715.180000 sec): 3 clusters
  Score: Raw -3029355.631568 + Penalty 11500.896033 = -3017854.735535
  nChanged 16
		SP:Iteration 34Q (54715.260000 sec): 3 clusters
  Score: Raw -3029361.315317 + Penalty 11500.896033 = -3017860.419284
  nChanged 17
		SP:Iteration 35Q (54715.340000 sec): 3 clusters
  Score: Raw -3029365.977572 + Penalty 11500.896033 = -3017865.081539
  nChanged 14
		SP:Iteration 36Q (54715.420000 sec): 3 clusters
  Score: Raw -3029369.567414 + Penalty 11500.896033 = -3017868.671381
  nChanged 7
		SP:Iteration 37Q (54715.500000 sec): 3 clusters
  Score: Raw -3029370.738815 + Penalty 11500.896033 = -3017869.842783
  nChanged 7
		SP:Iteration 38Q (54715.580000 sec): 3 clusters
  Score: Raw -3029371.820762 + Penalty 11500.896033 = -3017870.924729
  nChanged 6
		SP:Iteration 39Q (54715.670000 sec): 3 clusters
  Score: Raw -3029373.396116 + Penalty 11500.896033 = -3017872.500083
  nChanged 9
		SP:Iteration 40F (54715.750000 sec): 3 clusters
  Score: Raw -3029375.221964 + Penalty 11500.896033 = -3017874.325931
  nChanged 9
		SP:Iteration 41Q (54715.830000 sec): 3 clusters
  Score: Raw -3029376.793546 + Penalty 11500.896033 = -3017875.897514
  nChanged 6
		SP:Iteration 42Q (54715.920000 sec): 3 clusters
  Score: Raw -3029378.094207 + Penalty 11500.896033 = -3017877.198175
  nChanged 6
		SP:Iteration 43Q (54716.000000 sec): 3 clusters
  Score: Raw -3029379.583791 + Penalty 11500.896033 = -3017878.687758
  nChanged 4
		SP:Iteration 44Q (54716.080000 sec): 3 clusters
  Score: Raw -3029380.435259 + Penalty 11500.896033 = -3017879.539226
  nChanged 4
		SP:Iteration 45Q (54716.160000 sec): 3 clusters
  Score: Raw -3029381.449016 + Penalty 11500.896033 = -3017880.552983
  nChanged 3
		SP:Iteration 46Q (54716.240000 sec): 3 clusters
  Score: Raw -3029382.514144 + Penalty 11500.896033 = -3017881.618111
  nChanged 6
		SP:Iteration 47Q (54716.320000 sec): 3 clusters
  Score: Raw -3029383.994153 + Penalty 11500.896033 = -3017883.098120
  nChanged 6
		SP:Iteration 48Q (54716.410000 sec): 3 clusters
  Score: Raw -3029385.637244 + Penalty 11500.896033 = -3017884.741211
  nChanged 2
		SP:Iteration 49Q (54716.490000 sec): 3 clusters
  Score: Raw -3029385.947233 + Penalty 11500.896033 = -3017885.051200
  nChanged 1
		SP:Iteration 50Q (54716.570000 sec): 3 clusters
  Score: Raw -3029386.046273 + Penalty 11500.896033 = -3017885.150240
  nChanged 0
		SP:Iteration 51F (54716.660000 sec): 3 clusters
  Score: Raw -3029386.046273 + Penalty 11500.896033 = -3017885.150240
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54716.780000 sec): 2 clusters
  Score: Raw -4684560.205326 + Penalty 5993.889468 = -4678566.315858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54716.910000 sec): 3 clusters
  Score: Raw -4675299.186190 + Penalty 11987.778936 = -4663311.407254
  nChanged 7179
		SP:Iteration 1F (54717.050000 sec): 3 clusters
  Score: Raw -4679595.823562 + Penalty 11987.778936 = -4667608.044626
  nChanged 1425
		SP:Iteration 2F (54717.190000 sec): 3 clusters
  Score: Raw -4680796.522020 + Penalty 11987.778936 = -4668808.743084
  nChanged 1248
		SP:Iteration 3F (54717.320000 sec): 3 clusters
  Score: Raw -4681990.532879 + Penalty 11987.778936 = -4670002.753942
  nChanged 1361
		SP:Iteration 4F (54717.460000 sec): 3 clusters
  Score: Raw -4683293.931081 + Penalty 11987.778936 = -4671306.152145
  nChanged 1357
		SP:Iteration 5F (54717.590000 sec): 3 clusters
  Score: Raw -4684608.955726 + Penalty 11987.778936 = -4672621.176790
  nChanged 1211
		SP:Iteration 6F (54717.730000 sec): 3 clusters
  Score: Raw -4685761.827119 + Penalty 11987.778936 = -4673774.048183
  nChanged 1020
		SP:Iteration 7F (54717.860000 sec): 3 clusters
  Score: Raw -4686652.541301 + Penalty 11987.778936 = -4674664.762365
  nChanged 779
		SP:Iteration 8Q (54717.990000 sec): 3 clusters
  Score: Raw -4687271.991045 + Penalty 11987.778936 = -4675284.212109
  nChanged 547
		SP:Iteration 9Q (54718.130000 sec): 3 clusters
  Score: Raw -4687678.499482 + Penalty 11987.778936 = -4675690.720546
  nChanged 373
		SP:Iteration 10Q (54718.260000 sec): 3 clusters
  Score: Raw -4687965.514589 + Penalty 11987.778936 = -4675977.735653
  nChanged 295
		SP:Iteration 11Q (54718.390000 sec): 3 clusters
  Score: Raw -4688177.323770 + Penalty 11987.778936 = -4676189.544834
  nChanged 261
		SP:Iteration 12Q (54718.510000 sec): 3 clusters
  Score: Raw -4688353.961946 + Penalty 11987.778936 = -4676366.183010
  nChanged 200
		SP:Iteration 13Q (54718.640000 sec): 3 clusters
  Score: Raw -4688486.919707 + Penalty 11987.778936 = -4676499.140771
  nChanged 160
		SP:Iteration 14Q (54718.770000 sec): 3 clusters
  Score: Raw -4688585.976436 + Penalty 11987.778936 = -4676598.197500
  nChanged 137
		SP:Iteration 15Q (54718.890000 sec): 3 clusters
  Score: Raw -4688672.871707 + Penalty 11987.778936 = -4676685.092771
  nChanged 108
		SP:Iteration 16Q (54719.010000 sec): 3 clusters
  Score: Raw -4688737.796383 + Penalty 11987.778936 = -4676750.017447
  nChanged 80
		SP:Iteration 17Q (54719.130000 sec): 3 clusters
  Score: Raw -4688776.395491 + Penalty 11987.778936 = -4676788.616555
  nChanged 74
		SP:Iteration 18Q (54719.250000 sec): 3 clusters
  Score: Raw -4688803.669742 + Penalty 11987.778936 = -4676815.890806
  nChanged 52
		SP:Iteration 19Q (54719.370000 sec): 3 clusters
  Score: Raw -4688825.632638 + Penalty 11987.778936 = -4676837.853702
  nChanged 29
		SP:Iteration 20F (54719.500000 sec): 3 clusters
  Score: Raw -4688835.329750 + Penalty 11987.778936 = -4676847.550814
  nChanged 28
		SP:Iteration 21Q (54719.620000 sec): 3 clusters
  Score: Raw -4688843.612417 + Penalty 11987.778936 = -4676855.833481
  nChanged 21
		SP:Iteration 22Q (54719.740000 sec): 3 clusters
  Score: Raw -4688851.762043 + Penalty 11987.778936 = -4676863.983107
  nChanged 18
		SP:Iteration 23Q (54719.850000 sec): 3 clusters
  Score: Raw -4688856.946800 + Penalty 11987.778936 = -4676869.167863
  nChanged 7
		SP:Iteration 24Q (54719.970000 sec): 3 clusters
  Score: Raw -4688858.490283 + Penalty 11987.778936 = -4676870.711347
  nChanged 3
		SP:Iteration 25Q (54720.090000 sec): 3 clusters
  Score: Raw -4688859.122440 + Penalty 11987.778936 = -4676871.343503
  nChanged 2
		SP:Iteration 26Q (54720.210000 sec): 3 clusters
  Score: Raw -4688859.481703 + Penalty 11987.778936 = -4676871.702767
  nChanged 2
		SP:Iteration 27Q (54720.330000 sec): 3 clusters
  Score: Raw -4688860.064932 + Penalty 11987.778936 = -4676872.285996
  nChanged 1
		SP:Iteration 28Q (54720.440000 sec): 3 clusters
  Score: Raw -4688860.248675 + Penalty 11987.778936 = -4676872.469739
  nChanged 1
		SP:Iteration 29Q (54720.560000 sec): 3 clusters
  Score: Raw -4688860.566512 + Penalty 11987.778936 = -4676872.787576
  nChanged 0
		SP:Iteration 30F (54720.690000 sec): 3 clusters
  Score: Raw -4688860.566512 + Penalty 11987.778936 = -4676872.787576
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54720.850000 sec): 2 clusters
  Score: Raw -6396680.779349 + Penalty 6175.128789 = -6390505.650560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54721.030000 sec): 3 clusters
  Score: Raw -6383921.627829 + Penalty 12350.257578 = -6371571.370251
  nChanged 9818
		SP:Iteration 1F (54721.210000 sec): 3 clusters
  Score: Raw -6389075.797260 + Penalty 12350.257578 = -6376725.539682
  nChanged 1546
		SP:Iteration 2F (54721.400000 sec): 3 clusters
  Score: Raw -6389775.657226 + Penalty 12350.257578 = -6377425.399648
  nChanged 1141
		SP:Iteration 3Q (54721.580000 sec): 3 clusters
  Score: Raw -6390238.736001 + Penalty 12350.257578 = -6377888.478423
  nChanged 856
		SP:Iteration 4Q (54721.760000 sec): 3 clusters
  Score: Raw -6390552.987442 + Penalty 12350.257578 = -6378202.729864
  nChanged 681
		SP:Iteration 5Q (54721.940000 sec): 3 clusters
  Score: Raw -6390787.999327 + Penalty 12350.257578 = -6378437.741748
  nChanged 571
		SP:Iteration 6Q (54722.120000 sec): 3 clusters
  Score: Raw -6390980.821656 + Penalty 12350.257578 = -6378630.564077
  nChanged 490
		SP:Iteration 7Q (54722.310000 sec): 3 clusters
  Score: Raw -6391155.828284 + Penalty 12350.257578 = -6378805.570706
  nChanged 527
		SP:Iteration 8Q (54722.490000 sec): 3 clusters
  Score: Raw -6391353.722602 + Penalty 12350.257578 = -6379003.465024
  nChanged 545
		SP:Iteration 9Q (54722.670000 sec): 3 clusters
  Score: Raw -6391569.404397 + Penalty 12350.257578 = -6379219.146819
  nChanged 598
		SP:Iteration 10Q (54722.850000 sec): 3 clusters
  Score: Raw -6391816.088917 + Penalty 12350.257578 = -6379465.831338
  nChanged 636
		SP:Iteration 11Q (54723.030000 sec): 3 clusters
  Score: Raw -6392100.979649 + Penalty 12350.257578 = -6379750.722070
  nChanged 698
		SP:Iteration 12Q (54723.210000 sec): 3 clusters
  Score: Raw -6392435.723052 + Penalty 12350.257578 = -6380085.465473
  nChanged 768
		SP:Iteration 13Q (54723.390000 sec): 3 clusters
  Score: Raw -6392862.573260 + Penalty 12350.257578 = -6380512.315682
  nChanged 855
		SP:Iteration 14Q (54723.570000 sec): 3 clusters
  Score: Raw -6393378.954152 + Penalty 12350.257578 = -6381028.696573
  nChanged 921
		SP:Iteration 15Q (54723.750000 sec): 3 clusters
  Score: Raw -6394009.554715 + Penalty 12350.257578 = -6381659.297136
  nChanged 953
		SP:Iteration 16Q (54723.930000 sec): 3 clusters
  Score: Raw -6394720.721837 + Penalty 12350.257578 = -6382370.464259
  nChanged 885
		SP:Iteration 17Q (54724.100000 sec): 3 clusters
  Score: Raw -6395414.297077 + Penalty 12350.257578 = -6383064.039498
  nChanged 723
		SP:Iteration 18Q (54724.270000 sec): 3 clusters
  Score: Raw -6396007.623950 + Penalty 12350.257578 = -6383657.366372
  nChanged 564
		SP:Iteration 19Q (54724.440000 sec): 3 clusters
  Score: Raw -6396479.455330 + Penalty 12350.257578 = -6384129.197752
  nChanged 376
		SP:Iteration 20F (54724.620000 sec): 3 clusters
  Score: Raw -6396803.596036 + Penalty 12350.257578 = -6384453.338458
  nChanged 279
		SP:Iteration 21Q (54724.780000 sec): 3 clusters
  Score: Raw -6397050.954512 + Penalty 12350.257578 = -6384700.696934
  nChanged 183
		SP:Iteration 22Q (54724.930000 sec): 3 clusters
  Score: Raw -6397223.771843 + Penalty 12350.257578 = -6384873.514265
  nChanged 109
		SP:Iteration 23Q (54725.080000 sec): 3 clusters
  Score: Raw -6397325.732598 + Penalty 12350.257578 = -6384975.475020
  nChanged 80
		SP:Iteration 24Q (54725.230000 sec): 3 clusters
  Score: Raw -6397396.829512 + Penalty 12350.257578 = -6385046.571934
  nChanged 59
		SP:Iteration 25Q (54725.370000 sec): 3 clusters
  Score: Raw -6397445.157297 + Penalty 12350.257578 = -6385094.899718
  nChanged 39
		SP:Iteration 26Q (54725.510000 sec): 3 clusters
  Score: Raw -6397483.754093 + Penalty 12350.257578 = -6385133.496515
  nChanged 31
		SP:Iteration 27Q (54725.660000 sec): 3 clusters
  Score: Raw -6397512.945362 + Penalty 12350.257578 = -6385162.687783
  nChanged 16
		SP:Iteration 28Q (54725.800000 sec): 3 clusters
  Score: Raw -6397528.592725 + Penalty 12350.257578 = -6385178.335146
  nChanged 21
		SP:Iteration 29Q (54725.940000 sec): 3 clusters
  Score: Raw -6397549.689186 + Penalty 12350.257578 = -6385199.431608
  nChanged 10
		SP:Iteration 30Q (54726.080000 sec): 3 clusters
  Score: Raw -6397558.474172 + Penalty 12350.257578 = -6385208.216594
  nChanged 9
		SP:Iteration 31Q (54726.220000 sec): 3 clusters
  Score: Raw -6397567.380000 + Penalty 12350.257578 = -6385217.122422
  nChanged 6
		SP:Iteration 32Q (54726.360000 sec): 3 clusters
  Score: Raw -6397573.880154 + Penalty 12350.257578 = -6385223.622576
  nChanged 6
		SP:Iteration 33Q (54726.500000 sec): 3 clusters
  Score: Raw -6397579.648326 + Penalty 12350.257578 = -6385229.390748
  nChanged 5
		SP:Iteration 34Q (54726.640000 sec): 3 clusters
  Score: Raw -6397584.555719 + Penalty 12350.257578 = -6385234.298141
  nChanged 4
		SP:Iteration 35Q (54726.780000 sec): 3 clusters
  Score: Raw -6397588.569351 + Penalty 12350.257578 = -6385238.311773
  nChanged 3
		SP:Iteration 36Q (54726.920000 sec): 3 clusters
  Score: Raw -6397592.293897 + Penalty 12350.257578 = -6385242.036319
  nChanged 7
		SP:Iteration 37Q (54727.060000 sec): 3 clusters
  Score: Raw -6397598.609859 + Penalty 12350.257578 = -6385248.352280
  nChanged 4
		SP:Iteration 38Q (54727.200000 sec): 3 clusters
  Score: Raw -6397602.023090 + Penalty 12350.257578 = -6385251.765512
  nChanged 3
		SP:Iteration 39Q (54727.340000 sec): 3 clusters
  Score: Raw -6397603.690116 + Penalty 12350.257578 = -6385253.432538
  nChanged 4
		SP:Iteration 40F (54727.520000 sec): 3 clusters
  Score: Raw -6397606.716222 + Penalty 12350.257578 = -6385256.458644
  nChanged 2
		SP:Iteration 41Q (54727.660000 sec): 3 clusters
  Score: Raw -6397609.253261 + Penalty 12350.257578 = -6385258.995683
  nChanged 3
		SP:Iteration 42Q (54727.800000 sec): 3 clusters
  Score: Raw -6397611.408633 + Penalty 12350.257578 = -6385261.151055
  nChanged 0
		SP:Iteration 43F (54727.980000 sec): 3 clusters
  Score: Raw -6397611.408633 + Penalty 12350.257578 = -6385261.151055
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54728.110000 sec): 2 clusters
  Score: Raw -5282296.718823 + Penalty 6074.703603 = -5276222.015220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54728.260000 sec): 3 clusters
  Score: Raw -5271694.353792 + Penalty 12149.407205 = -5259544.946586
  nChanged 8252
		SP:Iteration 1F (54728.420000 sec): 3 clusters
  Score: Raw -5276016.317875 + Penalty 12149.407205 = -5263866.910670
  nChanged 1309
		SP:Iteration 2F (54728.570000 sec): 3 clusters
  Score: Raw -5276585.797681 + Penalty 12149.407205 = -5264436.390476
  nChanged 924
		SP:Iteration 3Q (54728.720000 sec): 3 clusters
  Score: Raw -5276976.795883 + Penalty 12149.407205 = -5264827.388677
  nChanged 709
		SP:Iteration 4Q (54728.880000 sec): 3 clusters
  Score: Raw -5277257.441316 + Penalty 12149.407205 = -5265108.034111
  nChanged 615
		SP:Iteration 5Q (54729.030000 sec): 3 clusters
  Score: Raw -5277497.823098 + Penalty 12149.407205 = -5265348.415893
  nChanged 524
		SP:Iteration 6Q (54729.180000 sec): 3 clusters
  Score: Raw -5277706.524182 + Penalty 12149.407205 = -5265557.116977
  nChanged 506
		SP:Iteration 7Q (54729.340000 sec): 3 clusters
  Score: Raw -5277912.233598 + Penalty 12149.407205 = -5265762.826393
  nChanged 494
		SP:Iteration 8Q (54729.490000 sec): 3 clusters
  Score: Raw -5278110.401346 + Penalty 12149.407205 = -5265960.994141
  nChanged 476
		SP:Iteration 9Q (54729.640000 sec): 3 clusters
  Score: Raw -5278299.122394 + Penalty 12149.407205 = -5266149.715188
  nChanged 460
		SP:Iteration 10Q (54729.800000 sec): 3 clusters
  Score: Raw -5278485.116792 + Penalty 12149.407205 = -5266335.709587
  nChanged 431
		SP:Iteration 11Q (54729.950000 sec): 3 clusters
  Score: Raw -5278690.731147 + Penalty 12149.407205 = -5266541.323942
  nChanged 475
		SP:Iteration 12Q (54730.100000 sec): 3 clusters
  Score: Raw -5278934.240511 + Penalty 12149.407205 = -5266784.833306
  nChanged 500
		SP:Iteration 13Q (54730.260000 sec): 3 clusters
  Score: Raw -5279168.731740 + Penalty 12149.407205 = -5267019.324535
  nChanged 497
		SP:Iteration 14Q (54730.410000 sec): 3 clusters
  Score: Raw -5279375.515659 + Penalty 12149.407205 = -5267226.108454
  nChanged 468
		SP:Iteration 15Q (54730.560000 sec): 3 clusters
  Score: Raw -5279559.888760 + Penalty 12149.407205 = -5267410.481555
  nChanged 435
		SP:Iteration 16Q (54730.720000 sec): 3 clusters
  Score: Raw -5279743.201736 + Penalty 12149.407205 = -5267593.794531
  nChanged 429
		SP:Iteration 17Q (54730.870000 sec): 3 clusters
  Score: Raw -5279928.590191 + Penalty 12149.407205 = -5267779.182986
  nChanged 466
		SP:Iteration 18Q (54731.020000 sec): 3 clusters
  Score: Raw -5280156.462205 + Penalty 12149.407205 = -5268007.055000
  nChanged 505
		SP:Iteration 19Q (54731.170000 sec): 3 clusters
  Score: Raw -5280415.507452 + Penalty 12149.407205 = -5268266.100247
  nChanged 488
		SP:Iteration 20F (54731.320000 sec): 3 clusters
  Score: Raw -5280678.085537 + Penalty 12149.407205 = -5268528.678332
  nChanged 497
		SP:Iteration 21Q (54731.470000 sec): 3 clusters
  Score: Raw -5280961.307958 + Penalty 12149.407205 = -5268811.900753
  nChanged 478
		SP:Iteration 22Q (54731.620000 sec): 3 clusters
  Score: Raw -5281256.428776 + Penalty 12149.407205 = -5269107.021570
  nChanged 497
		SP:Iteration 23Q (54731.770000 sec): 3 clusters
  Score: Raw -5281598.656396 + Penalty 12149.407205 = -5269449.249191
  nChanged 491
		SP:Iteration 24Q (54731.910000 sec): 3 clusters
  Score: Raw -5281927.909616 + Penalty 12149.407205 = -5269778.502411
  nChanged 415
		SP:Iteration 25Q (54732.060000 sec): 3 clusters
  Score: Raw -5282211.631783 + Penalty 12149.407205 = -5270062.224578
  nChanged 363
		SP:Iteration 26Q (54732.200000 sec): 3 clusters
  Score: Raw -5282466.385418 + Penalty 12149.407205 = -5270316.978212
  nChanged 329
		SP:Iteration 27Q (54732.340000 sec): 3 clusters
  Score: Raw -5282698.817512 + Penalty 12149.407205 = -5270549.410307
  nChanged 271
		SP:Iteration 28Q (54732.470000 sec): 3 clusters
  Score: Raw -5282888.382680 + Penalty 12149.407205 = -5270738.975475
  nChanged 236
		SP:Iteration 29Q (54732.610000 sec): 3 clusters
  Score: Raw -5283054.326692 + Penalty 12149.407205 = -5270904.919487
  nChanged 182
		SP:Iteration 30Q (54732.730000 sec): 3 clusters
  Score: Raw -5283180.174054 + Penalty 12149.407205 = -5271030.766848
  nChanged 147
		SP:Iteration 31Q (54732.860000 sec): 3 clusters
  Score: Raw -5283271.122958 + Penalty 12149.407205 = -5271121.715753
  nChanged 122
		SP:Iteration 32Q (54732.980000 sec): 3 clusters
  Score: Raw -5283337.552307 + Penalty 12149.407205 = -5271188.145101
  nChanged 94
		SP:Iteration 33Q (54733.110000 sec): 3 clusters
  Score: Raw -5283392.135779 + Penalty 12149.407205 = -5271242.728574
  nChanged 76
		SP:Iteration 34Q (54733.230000 sec): 3 clusters
  Score: Raw -5283436.396579 + Penalty 12149.407205 = -5271286.989374
  nChanged 74
		SP:Iteration 35Q (54733.350000 sec): 3 clusters
  Score: Raw -5283472.203898 + Penalty 12149.407205 = -5271322.796693
  nChanged 56
		SP:Iteration 36Q (54733.470000 sec): 3 clusters
  Score: Raw -5283497.135249 + Penalty 12149.407205 = -5271347.728044
  nChanged 45
		SP:Iteration 37Q (54733.590000 sec): 3 clusters
  Score: Raw -5283521.635637 + Penalty 12149.407205 = -5271372.228432
  nChanged 43
		SP:Iteration 38Q (54733.700000 sec): 3 clusters
  Score: Raw -5283544.938097 + Penalty 12149.407205 = -5271395.530892
  nChanged 27
		SP:Iteration 39Q (54733.820000 sec): 3 clusters
  Score: Raw -5283558.099924 + Penalty 12149.407205 = -5271408.692719
  nChanged 26
		SP:Iteration 40F (54733.970000 sec): 3 clusters
  Score: Raw -5283568.503641 + Penalty 12149.407205 = -5271419.096435
  nChanged 23
		SP:Iteration 41Q (54734.090000 sec): 3 clusters
  Score: Raw -5283579.172673 + Penalty 12149.407205 = -5271429.765468
  nChanged 23
		SP:Iteration 42Q (54734.210000 sec): 3 clusters
  Score: Raw -5283589.959381 + Penalty 12149.407205 = -5271440.552175
  nChanged 19
		SP:Iteration 43Q (54734.330000 sec): 3 clusters
  Score: Raw -5283597.567546 + Penalty 12149.407205 = -5271448.160341
  nChanged 16
		SP:Iteration 44Q (54734.440000 sec): 3 clusters
  Score: Raw -5283603.503334 + Penalty 12149.407205 = -5271454.096128
  nChanged 11
		SP:Iteration 45Q (54734.560000 sec): 3 clusters
  Score: Raw -5283607.625872 + Penalty 12149.407205 = -5271458.218667
  nChanged 16
		SP:Iteration 46Q (54734.680000 sec): 3 clusters
  Score: Raw -5283614.124343 + Penalty 12149.407205 = -5271464.717138
  nChanged 13
		SP:Iteration 47Q (54734.790000 sec): 3 clusters
  Score: Raw -5283619.973847 + Penalty 12149.407205 = -5271470.566641
  nChanged 16
		SP:Iteration 48Q (54734.910000 sec): 3 clusters
  Score: Raw -5283625.613171 + Penalty 12149.407205 = -5271476.205966
  nChanged 15
		SP:Iteration 49Q (54735.030000 sec): 3 clusters
  Score: Raw -5283632.566098 + Penalty 12149.407205 = -5271483.158893
  nChanged 9
		SP:Iteration 50Q (54735.140000 sec): 3 clusters
  Score: Raw -5283636.383377 + Penalty 12149.407205 = -5271486.976172
  nChanged 4
		SP:Iteration 51Q (54735.260000 sec): 3 clusters
  Score: Raw -5283638.377329 + Penalty 12149.407205 = -5271488.970124
  nChanged 4
		SP:Iteration 52Q (54735.370000 sec): 3 clusters
  Score: Raw -5283640.255384 + Penalty 12149.407205 = -5271490.848179
  nChanged 4
		SP:Iteration 53Q (54735.490000 sec): 3 clusters
  Score: Raw -5283642.216401 + Penalty 12149.407205 = -5271492.809196
  nChanged 5
		SP:Iteration 54Q (54735.610000 sec): 3 clusters
  Score: Raw -5283643.766565 + Penalty 12149.407205 = -5271494.359360
  nChanged 3
		SP:Iteration 55Q (54735.720000 sec): 3 clusters
  Score: Raw -5283644.532794 + Penalty 12149.407205 = -5271495.125589
  nChanged 6
		SP:Iteration 56Q (54735.840000 sec): 3 clusters
  Score: Raw -5283647.028918 + Penalty 12149.407205 = -5271497.621713
  nChanged 7
		SP:Iteration 57Q (54735.950000 sec): 3 clusters
  Score: Raw -5283649.205535 + Penalty 12149.407205 = -5271499.798330
  nChanged 3
		SP:Iteration 58Q (54736.070000 sec): 3 clusters
  Score: Raw -5283649.799765 + Penalty 12149.407205 = -5271500.392560
  nChanged 0
		SP:Iteration 59F (54736.220000 sec): 3 clusters
  Score: Raw -5283649.799765 + Penalty 12149.407205 = -5271500.392560
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54736.240000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54736.250000 sec): 3 clusters
  Score: Raw -66745.440025 + Penalty 6825.888689 = -59919.551335
  nChanged 4
		SP:Iteration 1Q (54736.250000 sec): 3 clusters
  Score: Raw -66775.296974 + Penalty 6825.888689 = -59949.408285
  nChanged 3
		SP:Iteration 2Q (54736.250000 sec): 3 clusters
  Score: Raw -66800.045008 + Penalty 6825.888689 = -59974.156319
  nChanged 0
		SP:Iteration 3F (54736.250000 sec): 3 clusters
  Score: Raw -66800.045008 + Penalty 6825.888689 = -59974.156319
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (21629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54736.410000 sec): 2 clusters
  Score: Raw -5730105.412400 + Penalty 6113.846550 = -5723991.565850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54736.570000 sec): 3 clusters
  Score: Raw -5718771.279440 + Penalty 12227.693100 = -5706543.586340
  nChanged 8810
		SP:Iteration 1F (54736.730000 sec): 3 clusters
  Score: Raw -5723564.986175 + Penalty 12227.693100 = -5711337.293075
  nChanged 1446
		SP:Iteration 2F (54736.900000 sec): 3 clusters
  Score: Raw -5724327.384095 + Penalty 12227.693100 = -5712099.690995
  nChanged 1186
		SP:Iteration 3F (54737.060000 sec): 3 clusters
  Score: Raw -5724965.374287 + Penalty 12227.693100 = -5712737.681187
  nChanged 1035
		SP:Iteration 4Q (54737.230000 sec): 3 clusters
  Score: Raw -5725551.233129 + Penalty 12227.693100 = -5713323.540029
  nChanged 1006
		SP:Iteration 5Q (54737.390000 sec): 3 clusters
  Score: Raw -5726127.489241 + Penalty 12227.693100 = -5713899.796141
  nChanged 968
		SP:Iteration 6Q (54737.560000 sec): 3 clusters
  Score: Raw -5726706.566345 + Penalty 12227.693100 = -5714478.873245
  nChanged 954
		SP:Iteration 7Q (54737.720000 sec): 3 clusters
  Score: Raw -5727318.197794 + Penalty 12227.693100 = -5715090.504694
  nChanged 926
		SP:Iteration 8Q (54737.890000 sec): 3 clusters
  Score: Raw -5727908.901905 + Penalty 12227.693100 = -5715681.208805
  nChanged 930
		SP:Iteration 9Q (54738.050000 sec): 3 clusters
  Score: Raw -5728475.820389 + Penalty 12227.693100 = -5716248.127289
  nChanged 822
		SP:Iteration 10Q (54738.210000 sec): 3 clusters
  Score: Raw -5728947.412719 + Penalty 12227.693100 = -5716719.719619
  nChanged 719
		SP:Iteration 11Q (54738.370000 sec): 3 clusters
  Score: Raw -5729371.669800 + Penalty 12227.693100 = -5717143.976700
  nChanged 634
		SP:Iteration 12Q (54738.540000 sec): 3 clusters
  Score: Raw -5729764.212402 + Penalty 12227.693100 = -5717536.519302
  nChanged 580
		SP:Iteration 13Q (54738.700000 sec): 3 clusters
  Score: Raw -5730105.949508 + Penalty 12227.693100 = -5717878.256408
  nChanged 462
		SP:Iteration 14Q (54738.860000 sec): 3 clusters
  Score: Raw -5730370.576633 + Penalty 12227.693100 = -5718142.883533
  nChanged 357
		SP:Iteration 15Q (54739.020000 sec): 3 clusters
  Score: Raw -5730552.095988 + Penalty 12227.693100 = -5718324.402888
  nChanged 267
		SP:Iteration 16Q (54739.180000 sec): 3 clusters
  Score: Raw -5730686.043784 + Penalty 12227.693100 = -5718458.350684
  nChanged 221
		SP:Iteration 17Q (54739.330000 sec): 3 clusters
  Score: Raw -5730798.601348 + Penalty 12227.693100 = -5718570.908248
  nChanged 177
		SP:Iteration 18Q (54739.490000 sec): 3 clusters
  Score: Raw -5730883.652904 + Penalty 12227.693100 = -5718655.959804
  nChanged 155
		SP:Iteration 19Q (54739.640000 sec): 3 clusters
  Score: Raw -5730956.430423 + Penalty 12227.693100 = -5718728.737323
  nChanged 128
		SP:Iteration 20F (54739.810000 sec): 3 clusters
  Score: Raw -5731017.549076 + Penalty 12227.693100 = -5718789.855976
  nChanged 112
		SP:Iteration 21Q (54739.960000 sec): 3 clusters
  Score: Raw -5731060.010650 + Penalty 12227.693100 = -5718832.317550
  nChanged 83
		SP:Iteration 22Q (54740.110000 sec): 3 clusters
  Score: Raw -5731093.469581 + Penalty 12227.693100 = -5718865.776481
  nChanged 78
		SP:Iteration 23Q (54740.260000 sec): 3 clusters
  Score: Raw -5731123.247234 + Penalty 12227.693100 = -5718895.554134
  nChanged 72
		SP:Iteration 24Q (54740.410000 sec): 3 clusters
  Score: Raw -5731152.546099 + Penalty 12227.693100 = -5718924.852998
  nChanged 65
		SP:Iteration 25Q (54740.560000 sec): 3 clusters
  Score: Raw -5731177.352177 + Penalty 12227.693100 = -5718949.659077
  nChanged 56
		SP:Iteration 26Q (54740.710000 sec): 3 clusters
  Score: Raw -5731197.279683 + Penalty 12227.693100 = -5718969.586583
  nChanged 44
		SP:Iteration 27Q (54740.850000 sec): 3 clusters
  Score: Raw -5731214.417328 + Penalty 12227.693100 = -5718986.724228
  nChanged 48
		SP:Iteration 28Q (54741.000000 sec): 3 clusters
  Score: Raw -5731232.731676 + Penalty 12227.693100 = -5719005.038576
  nChanged 40
		SP:Iteration 29Q (54741.150000 sec): 3 clusters
  Score: Raw -5731249.104489 + Penalty 12227.693100 = -5719021.411389
  nChanged 38
		SP:Iteration 30Q (54741.300000 sec): 3 clusters
  Score: Raw -5731266.893421 + Penalty 12227.693100 = -5719039.200321
  nChanged 40
		SP:Iteration 31Q (54741.440000 sec): 3 clusters
  Score: Raw -5731281.350589 + Penalty 12227.693100 = -5719053.657489
  nChanged 36
		SP:Iteration 32Q (54741.590000 sec): 3 clusters
  Score: Raw -5731297.209556 + Penalty 12227.693100 = -5719069.516456
  nChanged 33
		SP:Iteration 33Q (54741.730000 sec): 3 clusters
  Score: Raw -5731311.443405 + Penalty 12227.693100 = -5719083.750305
  nChanged 28
		SP:Iteration 34Q (54741.880000 sec): 3 clusters
  Score: Raw -5731324.078799 + Penalty 12227.693100 = -5719096.385699
  nChanged 33
		SP:Iteration 35Q (54742.030000 sec): 3 clusters
  Score: Raw -5731336.571612 + Penalty 12227.693100 = -5719108.878512
  nChanged 23
		SP:Iteration 36Q (54742.170000 sec): 3 clusters
  Score: Raw -5731343.891385 + Penalty 12227.693100 = -5719116.198285
  nChanged 13
		SP:Iteration 37Q (54742.310000 sec): 3 clusters
  Score: Raw -5731348.980929 + Penalty 12227.693100 = -5719121.287829
  nChanged 13
		SP:Iteration 38Q (54742.460000 sec): 3 clusters
  Score: Raw -5731354.458867 + Penalty 12227.693100 = -5719126.765767
  nChanged 17
		SP:Iteration 39Q (54742.600000 sec): 3 clusters
  Score: Raw -5731360.620523 + Penalty 12227.693100 = -5719132.927423
  nChanged 18
		SP:Iteration 40F (54742.770000 sec): 3 clusters
  Score: Raw -5731367.430438 + Penalty 12227.693100 = -5719139.737338
  nChanged 17
		SP:Iteration 41Q (54742.910000 sec): 3 clusters
  Score: Raw -5731374.321499 + Penalty 12227.693100 = -5719146.628399
  nChanged 16
		SP:Iteration 42Q (54743.050000 sec): 3 clusters
  Score: Raw -5731379.262120 + Penalty 12227.693100 = -5719151.569020
  nChanged 9
		SP:Iteration 43Q (54743.200000 sec): 3 clusters
  Score: Raw -5731381.958664 + Penalty 12227.693100 = -5719154.265564
  nChanged 6
		SP:Iteration 44Q (54743.340000 sec): 3 clusters
  Score: Raw -5731384.763190 + Penalty 12227.693100 = -5719157.070090
  nChanged 13
		SP:Iteration 45Q (54743.480000 sec): 3 clusters
  Score: Raw -5731389.799246 + Penalty 12227.693100 = -5719162.106146
  nChanged 17
		SP:Iteration 46Q (54743.630000 sec): 3 clusters
  Score: Raw -5731395.736490 + Penalty 12227.693100 = -5719168.043390
  nChanged 15
		SP:Iteration 47Q (54743.770000 sec): 3 clusters
  Score: Raw -5731400.855508 + Penalty 12227.693100 = -5719173.162408
  nChanged 16
		SP:Iteration 48Q (54743.910000 sec): 3 clusters
  Score: Raw -5731407.094692 + Penalty 12227.693100 = -5719179.401592
  nChanged 13
		SP:Iteration 49Q (54744.050000 sec): 3 clusters
  Score: Raw -5731410.821281 + Penalty 12227.693100 = -5719183.128180
  nChanged 6
		SP:Iteration 50Q (54744.190000 sec): 3 clusters
  Score: Raw -5731413.378659 + Penalty 12227.693100 = -5719185.685559
  nChanged 6
		SP:Iteration 51Q (54744.340000 sec): 3 clusters
  Score: Raw -5731415.456043 + Penalty 12227.693100 = -5719187.762943
  nChanged 6
		SP:Iteration 52Q (54744.480000 sec): 3 clusters
  Score: Raw -5731417.982648 + Penalty 12227.693100 = -5719190.289548
  nChanged 4
		SP:Iteration 53Q (54744.620000 sec): 3 clusters
  Score: Raw -5731419.832997 + Penalty 12227.693100 = -5719192.139897
  nChanged 6
		SP:Iteration 54Q (54744.760000 sec): 3 clusters
  Score: Raw -5731422.124714 + Penalty 12227.693100 = -5719194.431614
  nChanged 6
		SP:Iteration 55Q (54744.910000 sec): 3 clusters
  Score: Raw -5731424.670287 + Penalty 12227.693100 = -5719196.977187
  nChanged 7
		SP:Iteration 56Q (54745.050000 sec): 3 clusters
  Score: Raw -5731427.104047 + Penalty 12227.693100 = -5719199.410947
  nChanged 3
		SP:Iteration 57Q (54745.190000 sec): 3 clusters
  Score: Raw -5731428.061035 + Penalty 12227.693100 = -5719200.367935
  nChanged 2
		SP:Iteration 58Q (54745.330000 sec): 3 clusters
  Score: Raw -5731428.862038 + Penalty 12227.693100 = -5719201.168938
  nChanged 0
		SP:Iteration 59F (54745.490000 sec): 3 clusters
  Score: Raw -5731428.862038 + Penalty 12227.693100 = -5719201.168938
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (433315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54748.400000 sec): 2 clusters
  Score: Raw -114807438.612320 + Penalty 7949.772388 = -114799488.839932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54751.750000 sec): 3 clusters
  Score: Raw -114524752.734700 + Penalty 15899.544776 = -114508853.189924
  nChanged 207849
		SP:Iteration 1F (54755.090000 sec): 3 clusters
  Score: Raw -114646185.745401 + Penalty 15899.544776 = -114630286.200625
  nChanged 10036
		SP:Iteration 2Q (54758.450000 sec): 3 clusters
  Score: Raw -114647782.235387 + Penalty 15899.544776 = -114631882.690611
  nChanged 10281
		SP:Iteration 3Q (54761.820000 sec): 3 clusters
  Score: Raw -114649554.681519 + Penalty 15899.544776 = -114633655.136743
  nChanged 10782
		SP:Iteration 4Q (54765.180000 sec): 3 clusters
  Score: Raw -114651633.486711 + Penalty 15899.544776 = -114635733.941935
  nChanged 12252
		SP:Iteration 5Q (54768.540000 sec): 3 clusters
  Score: Raw -114654591.937598 + Penalty 15899.544776 = -114638692.392822
  nChanged 15193
		SP:Iteration 6Q (54771.910000 sec): 3 clusters
  Score: Raw -114659541.386951 + Penalty 15899.544776 = -114643641.842175
  nChanged 20066
		SP:Iteration 7Q (54775.270000 sec): 3 clusters
  Score: Raw -114668412.074049 + Penalty 15899.544776 = -114652512.529273
  nChanged 26687
		SP:Iteration 8F (54778.620000 sec): 3 clusters
  Score: Raw -114684254.589604 + Penalty 15899.544776 = -114668355.044828
  nChanged 33720
		SP:Iteration 9F (54781.980000 sec): 3 clusters
  Score: Raw -114709654.571986 + Penalty 15899.544776 = -114693755.027210
  nChanged 36648
		SP:Iteration 10F (54785.300000 sec): 3 clusters
  Score: Raw -114742245.226813 + Penalty 15899.544776 = -114726345.682037
  nChanged 32418
		SP:Iteration 11F (54788.620000 sec): 3 clusters
  Score: Raw -114773273.128257 + Penalty 15899.544776 = -114757373.583481
  nChanged 21362
		SP:Iteration 12Q (54791.910000 sec): 3 clusters
  Score: Raw -114793473.431873 + Penalty 15899.544776 = -114777573.887097
  nChanged 10518
		SP:Iteration 13Q (54795.010000 sec): 3 clusters
  Score: Raw -114802925.590383 + Penalty 15899.544776 = -114787026.045608
  nChanged 3900
		SP:Iteration 14Q (54797.750000 sec): 3 clusters
  Score: Raw -114806298.168970 + Penalty 15899.544776 = -114790398.624194
  nChanged 1289
		SP:Iteration 15Q (54800.210000 sec): 3 clusters
  Score: Raw -114807468.588201 + Penalty 15899.544776 = -114791569.043425
  nChanged 480
		SP:Iteration 16Q (54802.540000 sec): 3 clusters
  Score: Raw -114807941.041467 + Penalty 15899.544776 = -114792041.496691
  nChanged 201
		SP:Iteration 17Q (54804.800000 sec): 3 clusters
  Score: Raw -114808165.990664 + Penalty 15899.544776 = -114792266.445888
  nChanged 126
		SP:Iteration 18Q (54807.040000 sec): 3 clusters
  Score: Raw -114808304.814296 + Penalty 15899.544776 = -114792405.269520
  nChanged 79
		SP:Iteration 19Q (54809.270000 sec): 3 clusters
  Score: Raw -114808395.171143 + Penalty 15899.544776 = -114792495.626368
  nChanged 60
		SP:Iteration 20F (54812.550000 sec): 3 clusters
  Score: Raw -114808468.647999 + Penalty 15899.544776 = -114792569.103224
  nChanged 43
		SP:Iteration 21Q (54814.770000 sec): 3 clusters
  Score: Raw -114808514.081559 + Penalty 15899.544776 = -114792614.536783
  nChanged 32
		SP:Iteration 22Q (54816.990000 sec): 3 clusters
  Score: Raw -114808552.399773 + Penalty 15899.544776 = -114792652.854997
  nChanged 21
		SP:Iteration 23Q (54819.190000 sec): 3 clusters
  Score: Raw -114808573.600050 + Penalty 15899.544776 = -114792674.055274
  nChanged 14
		SP:Iteration 24Q (54821.410000 sec): 3 clusters
  Score: Raw -114808587.987361 + Penalty 15899.544776 = -114792688.442585
  nChanged 16
		SP:Iteration 25Q (54823.620000 sec): 3 clusters
  Score: Raw -114808606.222934 + Penalty 15899.544776 = -114792706.678158
  nChanged 13
		SP:Iteration 26Q (54825.820000 sec): 3 clusters
  Score: Raw -114808622.993570 + Penalty 15899.544776 = -114792723.448794
  nChanged 12
		SP:Iteration 27Q (54828.020000 sec): 3 clusters
  Score: Raw -114808637.088621 + Penalty 15899.544776 = -114792737.543845
  nChanged 8
		SP:Iteration 28Q (54830.220000 sec): 3 clusters
  Score: Raw -114808646.696568 + Penalty 15899.544776 = -114792747.151793
  nChanged 9
		SP:Iteration 29Q (54832.420000 sec): 3 clusters
  Score: Raw -114808655.930989 + Penalty 15899.544776 = -114792756.386213
  nChanged 9
		SP:Iteration 30Q (54834.630000 sec): 3 clusters
  Score: Raw -114808664.425541 + Penalty 15899.544776 = -114792764.880765
  nChanged 11
		SP:Iteration 31Q (54836.830000 sec): 3 clusters
  Score: Raw -114808675.018092 + Penalty 15899.544776 = -114792775.473317
  nChanged 8
		SP:Iteration 32Q (54839.040000 sec): 3 clusters
  Score: Raw -114808681.208507 + Penalty 15899.544776 = -114792781.663731
  nChanged 5
		SP:Iteration 33Q (54841.260000 sec): 3 clusters
  Score: Raw -114808685.311392 + Penalty 15899.544776 = -114792785.766616
  nChanged 1
		SP:Iteration 34Q (54843.450000 sec): 3 clusters
  Score: Raw -114808685.713569 + Penalty 15899.544776 = -114792786.168793
  nChanged 0
		SP:Iteration 35F (54846.740000 sec): 3 clusters
  Score: Raw -114808685.713569 + Penalty 15899.544776 = -114792786.168793
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54847.370000 sec): 2 clusters
  Score: Raw -16134615.546066 + Penalty 6745.719059 = -16127869.827007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54847.810000 sec): 3 clusters
  Score: Raw -16098639.106604 + Penalty 13491.438118 = -16085147.668486
  nChanged 27156
		SP:Iteration 1F (54848.250000 sec): 3 clusters
  Score: Raw -16113313.798833 + Penalty 13491.438118 = -16099822.360714
  nChanged 3120
		SP:Iteration 2F (54848.690000 sec): 3 clusters
  Score: Raw -16114468.692134 + Penalty 13491.438118 = -16100977.254016
  nChanged 2936
		SP:Iteration 3Q (54849.140000 sec): 3 clusters
  Score: Raw -16115538.168793 + Penalty 13491.438118 = -16102046.730675
  nChanged 2850
		SP:Iteration 4Q (54849.580000 sec): 3 clusters
  Score: Raw -16116734.296773 + Penalty 13491.438118 = -16103242.858655
  nChanged 3073
		SP:Iteration 5F (54850.030000 sec): 3 clusters
  Score: Raw -16118295.403339 + Penalty 13491.438118 = -16104803.965221
  nChanged 3423
		SP:Iteration 6F (54850.470000 sec): 3 clusters
  Score: Raw -16120310.065446 + Penalty 13491.438118 = -16106818.627327
  nChanged 3775
		SP:Iteration 7F (54850.930000 sec): 3 clusters
  Score: Raw -16122860.550364 + Penalty 13491.438118 = -16109369.112246
  nChanged 3954
		SP:Iteration 8F (54851.390000 sec): 3 clusters
  Score: Raw -16125677.368156 + Penalty 13491.438118 = -16112185.930038
  nChanged 3489
		SP:Iteration 9F (54851.850000 sec): 3 clusters
  Score: Raw -16128160.256217 + Penalty 13491.438118 = -16114668.818099
  nChanged 2854
		SP:Iteration 10Q (54852.310000 sec): 3 clusters
  Score: Raw -16130202.349375 + Penalty 13491.438118 = -16116710.911257
  nChanged 2217
		SP:Iteration 11Q (54852.770000 sec): 3 clusters
  Score: Raw -16131728.699187 + Penalty 13491.438118 = -16118237.261069
  nChanged 1667
		SP:Iteration 12Q (54853.230000 sec): 3 clusters
  Score: Raw -16132904.724056 + Penalty 13491.438118 = -16119413.285938
  nChanged 1223
		SP:Iteration 13Q (54853.680000 sec): 3 clusters
  Score: Raw -16133773.471692 + Penalty 13491.438118 = -16120282.033574
  nChanged 872
		SP:Iteration 14Q (54854.110000 sec): 3 clusters
  Score: Raw -16134381.842742 + Penalty 13491.438118 = -16120890.404624
  nChanged 575
		SP:Iteration 15Q (54854.520000 sec): 3 clusters
  Score: Raw -16134787.343471 + Penalty 13491.438118 = -16121295.905353
  nChanged 424
		SP:Iteration 16Q (54854.910000 sec): 3 clusters
  Score: Raw -16135091.692310 + Penalty 13491.438118 = -16121600.254192
  nChanged 297
		SP:Iteration 17Q (54855.290000 sec): 3 clusters
  Score: Raw -16135289.793190 + Penalty 13491.438118 = -16121798.355071
  nChanged 206
		SP:Iteration 18Q (54855.660000 sec): 3 clusters
  Score: Raw -16135442.322688 + Penalty 13491.438118 = -16121950.884570
  nChanged 149
		SP:Iteration 19Q (54856.020000 sec): 3 clusters
  Score: Raw -16135556.406898 + Penalty 13491.438118 = -16122064.968780
  nChanged 110
		SP:Iteration 20F (54856.460000 sec): 3 clusters
  Score: Raw -16135632.726628 + Penalty 13491.438118 = -16122141.288510
  nChanged 82
		SP:Iteration 21Q (54856.810000 sec): 3 clusters
  Score: Raw -16135691.316899 + Penalty 13491.438118 = -16122199.878781
  nChanged 67
		SP:Iteration 22Q (54857.160000 sec): 3 clusters
  Score: Raw -16135738.630231 + Penalty 13491.438118 = -16122247.192112
  nChanged 55
		SP:Iteration 23Q (54857.500000 sec): 3 clusters
  Score: Raw -16135773.007501 + Penalty 13491.438118 = -16122281.569383
  nChanged 43
		SP:Iteration 24Q (54857.840000 sec): 3 clusters
  Score: Raw -16135804.665571 + Penalty 13491.438118 = -16122313.227453
  nChanged 34
		SP:Iteration 25Q (54858.180000 sec): 3 clusters
  Score: Raw -16135831.165727 + Penalty 13491.438118 = -16122339.727609
  nChanged 37
		SP:Iteration 26Q (54858.520000 sec): 3 clusters
  Score: Raw -16135853.673959 + Penalty 13491.438118 = -16122362.235841
  nChanged 25
		SP:Iteration 27Q (54858.860000 sec): 3 clusters
  Score: Raw -16135868.823280 + Penalty 13491.438118 = -16122377.385162
  nChanged 16
		SP:Iteration 28Q (54859.190000 sec): 3 clusters
  Score: Raw -16135879.153189 + Penalty 13491.438118 = -16122387.715071
  nChanged 13
		SP:Iteration 29Q (54859.530000 sec): 3 clusters
  Score: Raw -16135886.079504 + Penalty 13491.438118 = -16122394.641386
  nChanged 11
		SP:Iteration 30Q (54859.860000 sec): 3 clusters
  Score: Raw -16135893.067574 + Penalty 13491.438118 = -16122401.629456
  nChanged 9
		SP:Iteration 31Q (54860.190000 sec): 3 clusters
  Score: Raw -16135898.505928 + Penalty 13491.438118 = -16122407.067810
  nChanged 10
		SP:Iteration 32Q (54860.530000 sec): 3 clusters
  Score: Raw -16135903.189037 + Penalty 13491.438118 = -16122411.750919
  nChanged 8
		SP:Iteration 33Q (54860.860000 sec): 3 clusters
  Score: Raw -16135908.626420 + Penalty 13491.438118 = -16122417.188302
  nChanged 5
		SP:Iteration 34Q (54861.190000 sec): 3 clusters
  Score: Raw -16135912.285695 + Penalty 13491.438118 = -16122420.847577
  nChanged 4
		SP:Iteration 35Q (54861.520000 sec): 3 clusters
  Score: Raw -16135915.335321 + Penalty 13491.438118 = -16122423.897203
  nChanged 6
		SP:Iteration 36Q (54861.850000 sec): 3 clusters
  Score: Raw -16135918.768512 + Penalty 13491.438118 = -16122427.330393
  nChanged 3
		SP:Iteration 37Q (54862.180000 sec): 3 clusters
  Score: Raw -16135920.447900 + Penalty 13491.438118 = -16122429.009782
  nChanged 3
		SP:Iteration 38Q (54862.510000 sec): 3 clusters
  Score: Raw -16135922.210393 + Penalty 13491.438118 = -16122430.772275
  nChanged 5
		SP:Iteration 39Q (54862.840000 sec): 3 clusters
  Score: Raw -16135925.122309 + Penalty 13491.438118 = -16122433.684191
  nChanged 4
		SP:Iteration 40F (54863.280000 sec): 3 clusters
  Score: Raw -16135928.540775 + Penalty 13491.438118 = -16122437.102657
  nChanged 4
		SP:Iteration 41Q (54863.610000 sec): 3 clusters
  Score: Raw -16135931.401663 + Penalty 13491.438118 = -16122439.963544
  nChanged 6
		SP:Iteration 42Q (54863.940000 sec): 3 clusters
  Score: Raw -16135934.806138 + Penalty 13491.438118 = -16122443.368020
  nChanged 3
		SP:Iteration 43Q (54864.280000 sec): 3 clusters
  Score: Raw -16135936.186726 + Penalty 13491.438118 = -16122444.748608
  nChanged 1
		SP:Iteration 44Q (54864.610000 sec): 3 clusters
  Score: Raw -16135936.881319 + Penalty 13491.438118 = -16122445.443201
  nChanged 1
		SP:Iteration 45Q (54864.950000 sec): 3 clusters
  Score: Raw -16135937.089372 + Penalty 13491.438118 = -16122445.651254
  nChanged 1
		SP:Iteration 46Q (54865.280000 sec): 3 clusters
  Score: Raw -16135937.761872 + Penalty 13491.438118 = -16122446.323754
  nChanged 0
		SP:Iteration 47F (54865.720000 sec): 3 clusters
  Score: Raw -16135937.761872 + Penalty 13491.438118 = -16122446.323754
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54865.840000 sec): 2 clusters
  Score: Raw -4001475.043176 + Penalty 5904.406578 = -3995570.636598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54865.950000 sec): 3 clusters
  Score: Raw -3993793.702859 + Penalty 11808.813156 = -3981984.889703
  nChanged 6060
		SP:Iteration 1F (54866.060000 sec): 3 clusters
  Score: Raw -3997271.351035 + Penalty 11808.813156 = -3985462.537878
  nChanged 1138
		SP:Iteration 2F (54866.170000 sec): 3 clusters
  Score: Raw -3998009.180737 + Penalty 11808.813156 = -3986200.367580
  nChanged 954
		SP:Iteration 3F (54866.280000 sec): 3 clusters
  Score: Raw -3998702.394509 + Penalty 11808.813156 = -3986893.581353
  nChanged 861
		SP:Iteration 4F (54866.390000 sec): 3 clusters
  Score: Raw -3999367.584618 + Penalty 11808.813156 = -3987558.771462
  nChanged 855
		SP:Iteration 5F (54866.510000 sec): 3 clusters
  Score: Raw -4000029.616055 + Penalty 11808.813156 = -3988220.802899
  nChanged 834
		SP:Iteration 6F (54866.610000 sec): 3 clusters
  Score: Raw -4000744.987760 + Penalty 11808.813156 = -3988936.174604
  nChanged 824
		SP:Iteration 7F (54866.730000 sec): 3 clusters
  Score: Raw -4001471.407082 + Penalty 11808.813156 = -3989662.593926
  nChanged 740
		SP:Iteration 8Q (54866.830000 sec): 3 clusters
  Score: Raw -4002065.063324 + Penalty 11808.813156 = -3990256.250168
  nChanged 660
		SP:Iteration 9Q (54866.950000 sec): 3 clusters
  Score: Raw -4002561.977609 + Penalty 11808.813156 = -3990753.164452
  nChanged 546
		SP:Iteration 10Q (54867.060000 sec): 3 clusters
  Score: Raw -4002932.694936 + Penalty 11808.813156 = -3991123.881780
  nChanged 387
		SP:Iteration 11Q (54867.170000 sec): 3 clusters
  Score: Raw -4003162.864119 + Penalty 11808.813156 = -3991354.050962
  nChanged 316
		SP:Iteration 12Q (54867.290000 sec): 3 clusters
  Score: Raw -4003337.866830 + Penalty 11808.813156 = -3991529.053673
  nChanged 259
		SP:Iteration 13Q (54867.400000 sec): 3 clusters
  Score: Raw -4003508.684910 + Penalty 11808.813156 = -3991699.871753
  nChanged 262
		SP:Iteration 14Q (54867.510000 sec): 3 clusters
  Score: Raw -4003709.063767 + Penalty 11808.813156 = -3991900.250610
  nChanged 229
		SP:Iteration 15Q (54867.620000 sec): 3 clusters
  Score: Raw -4003921.400122 + Penalty 11808.813156 = -3992112.586965
  nChanged 234
		SP:Iteration 16Q (54867.730000 sec): 3 clusters
  Score: Raw -4004113.010139 + Penalty 11808.813156 = -3992304.196983
  nChanged 187
		SP:Iteration 17Q (54867.840000 sec): 3 clusters
  Score: Raw -4004228.912466 + Penalty 11808.813156 = -3992420.099310
  nChanged 171
		SP:Iteration 18Q (54867.940000 sec): 3 clusters
  Score: Raw -4004298.945747 + Penalty 11808.813156 = -3992490.132590
  nChanged 144
		SP:Iteration 19Q (54868.040000 sec): 3 clusters
  Score: Raw -4004349.171015 + Penalty 11808.813156 = -3992540.357859
  nChanged 104
		SP:Iteration 20F (54868.150000 sec): 3 clusters
  Score: Raw -4004379.745844 + Penalty 11808.813156 = -3992570.932688
  nChanged 74
		SP:Iteration 21Q (54868.260000 sec): 3 clusters
  Score: Raw -4004401.290385 + Penalty 11808.813156 = -3992592.477229
  nChanged 73
		SP:Iteration 22Q (54868.360000 sec): 3 clusters
  Score: Raw -4004421.963944 + Penalty 11808.813156 = -3992613.150787
  nChanged 56
		SP:Iteration 23Q (54868.460000 sec): 3 clusters
  Score: Raw -4004437.082186 + Penalty 11808.813156 = -3992628.269029
  nChanged 60
		SP:Iteration 24Q (54868.560000 sec): 3 clusters
  Score: Raw -4004453.807583 + Penalty 11808.813156 = -3992644.994427
  nChanged 44
		SP:Iteration 25Q (54868.660000 sec): 3 clusters
  Score: Raw -4004466.085638 + Penalty 11808.813156 = -3992657.272482
  nChanged 33
		SP:Iteration 26Q (54868.760000 sec): 3 clusters
  Score: Raw -4004473.591681 + Penalty 11808.813156 = -3992664.778525
  nChanged 30
		SP:Iteration 27Q (54868.860000 sec): 3 clusters
  Score: Raw -4004481.321712 + Penalty 11808.813156 = -3992672.508556
  nChanged 36
		SP:Iteration 28Q (54868.960000 sec): 3 clusters
  Score: Raw -4004489.869615 + Penalty 11808.813156 = -3992681.056459
  nChanged 31
		SP:Iteration 29Q (54869.060000 sec): 3 clusters
  Score: Raw -4004497.323096 + Penalty 11808.813156 = -3992688.509940
  nChanged 24
		SP:Iteration 30Q (54869.170000 sec): 3 clusters
  Score: Raw -4004503.142002 + Penalty 11808.813156 = -3992694.328846
  nChanged 19
		SP:Iteration 31Q (54869.270000 sec): 3 clusters
  Score: Raw -4004506.858519 + Penalty 11808.813156 = -3992698.045362
  nChanged 13
		SP:Iteration 32Q (54869.370000 sec): 3 clusters
  Score: Raw -4004509.422386 + Penalty 11808.813156 = -3992700.609230
  nChanged 14
		SP:Iteration 33Q (54869.470000 sec): 3 clusters
  Score: Raw -4004511.952794 + Penalty 11808.813156 = -3992703.139638
  nChanged 10
		SP:Iteration 34Q (54869.570000 sec): 3 clusters
  Score: Raw -4004514.193021 + Penalty 11808.813156 = -3992705.379864
  nChanged 10
		SP:Iteration 35Q (54869.670000 sec): 3 clusters
  Score: Raw -4004516.476600 + Penalty 11808.813156 = -3992707.663444
  nChanged 11
		SP:Iteration 36Q (54869.780000 sec): 3 clusters
  Score: Raw -4004518.692286 + Penalty 11808.813156 = -3992709.879130
  nChanged 11
		SP:Iteration 37Q (54869.880000 sec): 3 clusters
  Score: Raw -4004521.148731 + Penalty 11808.813156 = -3992712.335575
  nChanged 12
		SP:Iteration 38Q (54869.980000 sec): 3 clusters
  Score: Raw -4004523.807334 + Penalty 11808.813156 = -3992714.994178
  nChanged 15
		SP:Iteration 39Q (54870.080000 sec): 3 clusters
  Score: Raw -4004526.143877 + Penalty 11808.813156 = -3992717.330721
  nChanged 8
		SP:Iteration 40F (54870.190000 sec): 3 clusters
  Score: Raw -4004527.887070 + Penalty 11808.813156 = -3992719.073914
  nChanged 11
		SP:Iteration 41Q (54870.290000 sec): 3 clusters
  Score: Raw -4004530.409729 + Penalty 11808.813156 = -3992721.596572
  nChanged 12
		SP:Iteration 42Q (54870.390000 sec): 3 clusters
  Score: Raw -4004532.454443 + Penalty 11808.813156 = -3992723.641287
  nChanged 15
		SP:Iteration 43Q (54870.490000 sec): 3 clusters
  Score: Raw -4004534.894959 + Penalty 11808.813156 = -3992726.081803
  nChanged 12
		SP:Iteration 44Q (54870.590000 sec): 3 clusters
  Score: Raw -4004537.101851 + Penalty 11808.813156 = -3992728.288694
  nChanged 10
		SP:Iteration 45Q (54870.690000 sec): 3 clusters
  Score: Raw -4004539.129734 + Penalty 11808.813156 = -3992730.316578
  nChanged 8
		SP:Iteration 46Q (54870.800000 sec): 3 clusters
  Score: Raw -4004540.631924 + Penalty 11808.813156 = -3992731.818768
  nChanged 4
		SP:Iteration 47Q (54870.900000 sec): 3 clusters
  Score: Raw -4004541.619315 + Penalty 11808.813156 = -3992732.806159
  nChanged 5
		SP:Iteration 48Q (54871.000000 sec): 3 clusters
  Score: Raw -4004542.647743 + Penalty 11808.813156 = -3992733.834587
  nChanged 4
		SP:Iteration 49Q (54871.100000 sec): 3 clusters
  Score: Raw -4004543.430152 + Penalty 11808.813156 = -3992734.616996
  nChanged 7
		SP:Iteration 50Q (54871.200000 sec): 3 clusters
  Score: Raw -4004544.774708 + Penalty 11808.813156 = -3992735.961552
  nChanged 7
		SP:Iteration 51Q (54871.300000 sec): 3 clusters
  Score: Raw -4004546.276056 + Penalty 11808.813156 = -3992737.462900
  nChanged 6
		SP:Iteration 52Q (54871.400000 sec): 3 clusters
  Score: Raw -4004547.411234 + Penalty 11808.813156 = -3992738.598078
  nChanged 5
		SP:Iteration 53Q (54871.500000 sec): 3 clusters
  Score: Raw -4004548.377161 + Penalty 11808.813156 = -3992739.564005
  nChanged 10
		SP:Iteration 54Q (54871.600000 sec): 3 clusters
  Score: Raw -4004550.383816 + Penalty 11808.813156 = -3992741.570659
  nChanged 12
		SP:Iteration 55Q (54871.700000 sec): 3 clusters
  Score: Raw -4004552.771983 + Penalty 11808.813156 = -3992743.958826
  nChanged 8
		SP:Iteration 56Q (54871.800000 sec): 3 clusters
  Score: Raw -4004554.471531 + Penalty 11808.813156 = -3992745.658375
  nChanged 12
		SP:Iteration 57Q (54871.900000 sec): 3 clusters
  Score: Raw -4004556.887771 + Penalty 11808.813156 = -3992748.074615
  nChanged 6
		SP:Iteration 58Q (54872.010000 sec): 3 clusters
  Score: Raw -4004558.068880 + Penalty 11808.813156 = -3992749.255724
  nChanged 5
		SP:Iteration 59Q (54872.110000 sec): 3 clusters
  Score: Raw -4004558.959333 + Penalty 11808.813156 = -3992750.146177
  nChanged 6
		SP:Iteration 60F (54872.230000 sec): 3 clusters
  Score: Raw -4004560.238363 + Penalty 11808.813156 = -3992751.425207
  nChanged 4
		SP:Iteration 61Q (54872.330000 sec): 3 clusters
  Score: Raw -4004560.847144 + Penalty 11808.813156 = -3992752.033987
  nChanged 2
		SP:Iteration 62Q (54872.430000 sec): 3 clusters
  Score: Raw -4004561.077965 + Penalty 11808.813156 = -3992752.264809
  nChanged 2
		SP:Iteration 63Q (54872.530000 sec): 3 clusters
  Score: Raw -4004561.382205 + Penalty 11808.813156 = -3992752.569048
  nChanged 0
		SP:Iteration 64F (54872.640000 sec): 3 clusters
  Score: Raw -4004561.382205 + Penalty 11808.813156 = -3992752.569048
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54873.990000 sec): 2 clusters
  Score: Raw -57598148.127581 + Penalty 7522.935476 = -57590625.192106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54875.590000 sec): 3 clusters
  Score: Raw -57460694.410745 + Penalty 15045.870951 = -57445648.539794
  nChanged 101631
		SP:Iteration 1F (54877.170000 sec): 3 clusters
  Score: Raw -57518132.586802 + Penalty 15045.870951 = -57503086.715851
  nChanged 7642
		SP:Iteration 2Q (54878.760000 sec): 3 clusters
  Score: Raw -57520314.598447 + Penalty 15045.870951 = -57505268.727495
  nChanged 8038
		SP:Iteration 3Q (54880.400000 sec): 3 clusters
  Score: Raw -57522927.248856 + Penalty 15045.870951 = -57507881.377905
  nChanged 8711
		SP:Iteration 4Q (54882.010000 sec): 3 clusters
  Score: Raw -57526326.731177 + Penalty 15045.870951 = -57511280.860225
  nChanged 9777
		SP:Iteration 5Q (54883.660000 sec): 3 clusters
  Score: Raw -57530834.841880 + Penalty 15045.870951 = -57515788.970929
  nChanged 10778
		SP:Iteration 6Q (54885.290000 sec): 3 clusters
  Score: Raw -57536400.739055 + Penalty 15045.870951 = -57521354.868103
  nChanged 11807
		SP:Iteration 7F (54886.880000 sec): 3 clusters
  Score: Raw -57542935.562872 + Penalty 15045.870951 = -57527889.691920
  nChanged 12693
		SP:Iteration 8F (54888.470000 sec): 3 clusters
  Score: Raw -57550315.138711 + Penalty 15045.870951 = -57535269.267760
  nChanged 12736
		SP:Iteration 9F (54890.100000 sec): 3 clusters
  Score: Raw -57558264.847068 + Penalty 15045.870951 = -57543218.976117
  nChanged 12128
		SP:Iteration 10F (54891.730000 sec): 3 clusters
  Score: Raw -57566388.592480 + Penalty 15045.870951 = -57551342.721529
  nChanged 10662
		SP:Iteration 11Q (54893.330000 sec): 3 clusters
  Score: Raw -57573335.564574 + Penalty 15045.870951 = -57558289.693623
  nChanged 8612
		SP:Iteration 12Q (54894.910000 sec): 3 clusters
  Score: Raw -57578386.380133 + Penalty 15045.870951 = -57563340.509181
  nChanged 6726
		SP:Iteration 13Q (54896.460000 sec): 3 clusters
  Score: Raw -57581878.463271 + Penalty 15045.870951 = -57566832.592320
  nChanged 5498
		SP:Iteration 14Q (54897.950000 sec): 3 clusters
  Score: Raw -57584589.401357 + Penalty 15045.870951 = -57569543.530406
  nChanged 4753
		SP:Iteration 15Q (54899.400000 sec): 3 clusters
  Score: Raw -57586825.369324 + Penalty 15045.870951 = -57571779.498373
  nChanged 4347
		SP:Iteration 16Q (54900.810000 sec): 3 clusters
  Score: Raw -57588851.691093 + Penalty 15045.870951 = -57573805.820142
  nChanged 4120
		SP:Iteration 17Q (54902.210000 sec): 3 clusters
  Score: Raw -57590771.190507 + Penalty 15045.870951 = -57575725.319556
  nChanged 3798
		SP:Iteration 18Q (54903.590000 sec): 3 clusters
  Score: Raw -57592516.938988 + Penalty 15045.870951 = -57577471.068037
  nChanged 3465
		SP:Iteration 19Q (54904.920000 sec): 3 clusters
  Score: Raw -57594120.592731 + Penalty 15045.870951 = -57579074.721780
  nChanged 3194
		SP:Iteration 20F (54906.520000 sec): 3 clusters
  Score: Raw -57595616.048503 + Penalty 15045.870951 = -57580570.177551
  nChanged 2832
		SP:Iteration 21Q (54907.820000 sec): 3 clusters
  Score: Raw -57596980.261943 + Penalty 15045.870951 = -57581934.390992
  nChanged 2559
		SP:Iteration 22Q (54909.090000 sec): 3 clusters
  Score: Raw -57598209.839787 + Penalty 15045.870951 = -57583163.968836
  nChanged 2228
		SP:Iteration 23Q (54910.340000 sec): 3 clusters
  Score: Raw -57599255.261191 + Penalty 15045.870951 = -57584209.390239
  nChanged 1899
		SP:Iteration 24Q (54911.560000 sec): 3 clusters
  Score: Raw -57600145.163037 + Penalty 15045.870951 = -57585099.292086
  nChanged 1639
		SP:Iteration 25Q (54912.760000 sec): 3 clusters
  Score: Raw -57600863.588870 + Penalty 15045.870951 = -57585817.717919
  nChanged 1330
		SP:Iteration 26Q (54913.950000 sec): 3 clusters
  Score: Raw -57601400.231636 + Penalty 15045.870951 = -57586354.360684
  nChanged 1044
		SP:Iteration 27Q (54915.140000 sec): 3 clusters
  Score: Raw -57601760.279485 + Penalty 15045.870951 = -57586714.408534
  nChanged 845
		SP:Iteration 28Q (54916.310000 sec): 3 clusters
  Score: Raw -57602020.821917 + Penalty 15045.870951 = -57586974.950965
  nChanged 663
		SP:Iteration 29Q (54917.470000 sec): 3 clusters
  Score: Raw -57602210.307644 + Penalty 15045.870951 = -57587164.436693
  nChanged 561
		SP:Iteration 30Q (54918.620000 sec): 3 clusters
  Score: Raw -57602360.859364 + Penalty 15045.870951 = -57587314.988412
  nChanged 479
		SP:Iteration 31Q (54919.770000 sec): 3 clusters
  Score: Raw -57602472.890837 + Penalty 15045.870951 = -57587427.019886
  nChanged 372
		SP:Iteration 32Q (54920.920000 sec): 3 clusters
  Score: Raw -57602550.930563 + Penalty 15045.870951 = -57587505.059611
  nChanged 305
		SP:Iteration 33Q (54922.050000 sec): 3 clusters
  Score: Raw -57602613.481020 + Penalty 15045.870951 = -57587567.610068
  nChanged 247
		SP:Iteration 34Q (54923.180000 sec): 3 clusters
  Score: Raw -57602661.610965 + Penalty 15045.870951 = -57587615.740014
  nChanged 200
		SP:Iteration 35Q (54924.310000 sec): 3 clusters
  Score: Raw -57602698.672354 + Penalty 15045.870951 = -57587652.801402
  nChanged 189
		SP:Iteration 36Q (54925.440000 sec): 3 clusters
  Score: Raw -57602729.848402 + Penalty 15045.870951 = -57587683.977451
  nChanged 150
		SP:Iteration 37Q (54926.570000 sec): 3 clusters
  Score: Raw -57602754.671324 + Penalty 15045.870951 = -57587708.800373
  nChanged 123
		SP:Iteration 38Q (54927.690000 sec): 3 clusters
  Score: Raw -57602771.056213 + Penalty 15045.870951 = -57587725.185261
  nChanged 104
		SP:Iteration 39Q (54928.820000 sec): 3 clusters
  Score: Raw -57602784.899717 + Penalty 15045.870951 = -57587739.028765
  nChanged 89
		SP:Iteration 40F (54930.400000 sec): 3 clusters
  Score: Raw -57602798.236073 + Penalty 15045.870951 = -57587752.365121
  nChanged 87
		SP:Iteration 41Q (54931.510000 sec): 3 clusters
  Score: Raw -57602809.467340 + Penalty 15045.870951 = -57587763.596389
  nChanged 75
		SP:Iteration 42Q (54932.670000 sec): 3 clusters
  Score: Raw -57602818.786074 + Penalty 15045.870951 = -57587772.915123
  nChanged 62
		SP:Iteration 43Q (54933.830000 sec): 3 clusters
  Score: Raw -57602826.179436 + Penalty 15045.870951 = -57587780.308485
  nChanged 52
		SP:Iteration 44Q (54934.980000 sec): 3 clusters
  Score: Raw -57602832.424056 + Penalty 15045.870951 = -57587786.553104
  nChanged 48
		SP:Iteration 45Q (54936.130000 sec): 3 clusters
  Score: Raw -57602837.568914 + Penalty 15045.870951 = -57587791.697963
  nChanged 40
		SP:Iteration 46Q (54937.280000 sec): 3 clusters
  Score: Raw -57602841.685095 + Penalty 15045.870951 = -57587795.814144
  nChanged 43
		SP:Iteration 47Q (54938.420000 sec): 3 clusters
  Score: Raw -57602846.886642 + Penalty 15045.870951 = -57587801.015690
  nChanged 32
		SP:Iteration 48Q (54939.570000 sec): 3 clusters
  Score: Raw -57602851.022483 + Penalty 15045.870951 = -57587805.151531
  nChanged 26
		SP:Iteration 49Q (54940.720000 sec): 3 clusters
  Score: Raw -57602854.016603 + Penalty 15045.870951 = -57587808.145652
  nChanged 32
		SP:Iteration 50Q (54941.850000 sec): 3 clusters
  Score: Raw -57602857.378776 + Penalty 15045.870951 = -57587811.507825
  nChanged 31
		SP:Iteration 51Q (54942.960000 sec): 3 clusters
  Score: Raw -57602861.035107 + Penalty 15045.870951 = -57587815.164155
  nChanged 32
		SP:Iteration 52Q (54944.080000 sec): 3 clusters
  Score: Raw -57602864.175541 + Penalty 15045.870951 = -57587818.304590
  nChanged 18
		SP:Iteration 53Q (54945.190000 sec): 3 clusters
  Score: Raw -57602865.730467 + Penalty 15045.870951 = -57587819.859515
  nChanged 18
		SP:Iteration 54Q (54946.300000 sec): 3 clusters
  Score: Raw -57602867.502493 + Penalty 15045.870951 = -57587821.631541
  nChanged 14
		SP:Iteration 55Q (54947.420000 sec): 3 clusters
  Score: Raw -57602868.861356 + Penalty 15045.870951 = -57587822.990404
  nChanged 14
		SP:Iteration 56Q (54948.560000 sec): 3 clusters
  Score: Raw -57602870.211282 + Penalty 15045.870951 = -57587824.340331
  nChanged 13
		SP:Iteration 57Q (54949.690000 sec): 3 clusters
  Score: Raw -57602871.232511 + Penalty 15045.870951 = -57587825.361559
  nChanged 8
		SP:Iteration 58Q (54950.810000 sec): 3 clusters
  Score: Raw -57602871.946624 + Penalty 15045.870951 = -57587826.075673
  nChanged 10
		SP:Iteration 59Q (54951.920000 sec): 3 clusters
  Score: Raw -57602872.968299 + Penalty 15045.870951 = -57587827.097348
  nChanged 5
		SP:Iteration 60F (54953.500000 sec): 3 clusters
  Score: Raw -57602873.430363 + Penalty 15045.870951 = -57587827.559411
  nChanged 5
		SP:Iteration 61Q (54954.610000 sec): 3 clusters
  Score: Raw -57602873.916821 + Penalty 15045.870951 = -57587828.045869
  nChanged 4
		SP:Iteration 62Q (54955.710000 sec): 3 clusters
  Score: Raw -57602874.312473 + Penalty 15045.870951 = -57587828.441522
  nChanged 4
		SP:Iteration 63Q (54956.820000 sec): 3 clusters
  Score: Raw -57602874.709025 + Penalty 15045.870951 = -57587828.838074
  nChanged 5
		SP:Iteration 64Q (54957.940000 sec): 3 clusters
  Score: Raw -57602875.088004 + Penalty 15045.870951 = -57587829.217053
  nChanged 4
		SP:Iteration 65Q (54959.060000 sec): 3 clusters
  Score: Raw -57602875.457550 + Penalty 15045.870951 = -57587829.586599
  nChanged 4
		SP:Iteration 66Q (54960.180000 sec): 3 clusters
  Score: Raw -57602875.737495 + Penalty 15045.870951 = -57587829.866543
  nChanged 5
		SP:Iteration 67Q (54961.300000 sec): 3 clusters
  Score: Raw -57602876.118013 + Penalty 15045.870951 = -57587830.247061
  nChanged 2
		SP:Iteration 68Q (54962.420000 sec): 3 clusters
  Score: Raw -57602876.324600 + Penalty 15045.870951 = -57587830.453649
  nChanged 2
		SP:Iteration 69Q (54963.580000 sec): 3 clusters
  Score: Raw -57602876.516653 + Penalty 15045.870951 = -57587830.645702
  nChanged 2
		SP:Iteration 70Q (54964.690000 sec): 3 clusters
  Score: Raw -57602876.708282 + Penalty 15045.870951 = -57587830.837330
  nChanged 3
		SP:Iteration 71Q (54965.810000 sec): 3 clusters
  Score: Raw -57602876.909732 + Penalty 15045.870951 = -57587831.038781
  nChanged 0
		SP:Iteration 72F (54967.410000 sec): 3 clusters
  Score: Raw -57602876.909732 + Penalty 15045.870951 = -57587831.038781
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54967.600000 sec): 2 clusters
  Score: Raw -3131042.507160 + Penalty 5763.932381 = -3125278.574779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54967.700000 sec): 3 clusters
  Score: Raw -3125153.896977 + Penalty 11527.864762 = -3113626.032215
  nChanged 4658
		SP:Iteration 1F (54967.790000 sec): 3 clusters
  Score: Raw -3127975.797996 + Penalty 11527.864762 = -3116447.933234
  nChanged 962
		SP:Iteration 2F (54967.880000 sec): 3 clusters
  Score: Raw -3128677.668153 + Penalty 11527.864762 = -3117149.803391
  nChanged 787
		SP:Iteration 3F (54967.970000 sec): 3 clusters
  Score: Raw -3129377.236487 + Penalty 11527.864762 = -3117849.371725
  nChanged 745
		SP:Iteration 4F (54968.060000 sec): 3 clusters
  Score: Raw -3130104.133434 + Penalty 11527.864762 = -3118576.268671
  nChanged 742
		SP:Iteration 5F (54968.140000 sec): 3 clusters
  Score: Raw -3130975.017469 + Penalty 11527.864762 = -3119447.152707
  nChanged 741
		SP:Iteration 6F (54968.230000 sec): 3 clusters
  Score: Raw -3131894.654825 + Penalty 11527.864762 = -3120366.790062
  nChanged 704
		SP:Iteration 7F (54968.320000 sec): 3 clusters
  Score: Raw -3132757.422940 + Penalty 11527.864762 = -3121229.558177
  nChanged 641
		SP:Iteration 8F (54968.410000 sec): 3 clusters
  Score: Raw -3133350.229148 + Penalty 11527.864762 = -3121822.364385
  nChanged 487
		SP:Iteration 9Q (54968.490000 sec): 3 clusters
  Score: Raw -3133755.593216 + Penalty 11527.864762 = -3122227.728453
  nChanged 415
		SP:Iteration 10Q (54968.570000 sec): 3 clusters
  Score: Raw -3134101.126795 + Penalty 11527.864762 = -3122573.262032
  nChanged 363
		SP:Iteration 11Q (54968.650000 sec): 3 clusters
  Score: Raw -3134392.864057 + Penalty 11527.864762 = -3122864.999295
  nChanged 328
		SP:Iteration 12Q (54968.730000 sec): 3 clusters
  Score: Raw -3134645.126178 + Penalty 11527.864762 = -3123117.261415
  nChanged 262
		SP:Iteration 13Q (54968.810000 sec): 3 clusters
  Score: Raw -3134842.897748 + Penalty 11527.864762 = -3123315.032986
  nChanged 228
		SP:Iteration 14Q (54968.890000 sec): 3 clusters
  Score: Raw -3135011.356844 + Penalty 11527.864762 = -3123483.492082
  nChanged 210
		SP:Iteration 15Q (54968.960000 sec): 3 clusters
  Score: Raw -3135147.831851 + Penalty 11527.864762 = -3123619.967089
  nChanged 145
		SP:Iteration 16Q (54969.040000 sec): 3 clusters
  Score: Raw -3135224.739543 + Penalty 11527.864762 = -3123696.874781
  nChanged 115
		SP:Iteration 17Q (54969.120000 sec): 3 clusters
  Score: Raw -3135279.772769 + Penalty 11527.864762 = -3123751.908007
  nChanged 81
		SP:Iteration 18Q (54969.200000 sec): 3 clusters
  Score: Raw -3135316.003777 + Penalty 11527.864762 = -3123788.139014
  nChanged 60
		SP:Iteration 19Q (54969.280000 sec): 3 clusters
  Score: Raw -3135339.849819 + Penalty 11527.864762 = -3123811.985056
  nChanged 47
		SP:Iteration 20F (54969.360000 sec): 3 clusters
  Score: Raw -3135362.108917 + Penalty 11527.864762 = -3123834.244155
  nChanged 51
		SP:Iteration 21Q (54969.440000 sec): 3 clusters
  Score: Raw -3135383.667180 + Penalty 11527.864762 = -3123855.802417
  nChanged 44
		SP:Iteration 22Q (54969.520000 sec): 3 clusters
  Score: Raw -3135402.736520 + Penalty 11527.864762 = -3123874.871758
  nChanged 44
		SP:Iteration 23Q (54969.600000 sec): 3 clusters
  Score: Raw -3135418.430345 + Penalty 11527.864762 = -3123890.565583
  nChanged 27
		SP:Iteration 24Q (54969.680000 sec): 3 clusters
  Score: Raw -3135429.043014 + Penalty 11527.864762 = -3123901.178251
  nChanged 24
		SP:Iteration 25Q (54969.750000 sec): 3 clusters
  Score: Raw -3135437.394744 + Penalty 11527.864762 = -3123909.529982
  nChanged 17
		SP:Iteration 26Q (54969.830000 sec): 3 clusters
  Score: Raw -3135443.042397 + Penalty 11527.864762 = -3123915.177635
  nChanged 12
		SP:Iteration 27Q (54969.910000 sec): 3 clusters
  Score: Raw -3135446.371895 + Penalty 11527.864762 = -3123918.507132
  nChanged 11
		SP:Iteration 28Q (54969.980000 sec): 3 clusters
  Score: Raw -3135448.994651 + Penalty 11527.864762 = -3123921.129888
  nChanged 12
		SP:Iteration 29Q (54970.060000 sec): 3 clusters
  Score: Raw -3135452.334921 + Penalty 11527.864762 = -3123924.470159
  nChanged 7
		SP:Iteration 30Q (54970.140000 sec): 3 clusters
  Score: Raw -3135454.205606 + Penalty 11527.864762 = -3123926.340843
  nChanged 6
		SP:Iteration 31Q (54970.220000 sec): 3 clusters
  Score: Raw -3135455.677768 + Penalty 11527.864762 = -3123927.813006
  nChanged 4
		SP:Iteration 32Q (54970.300000 sec): 3 clusters
  Score: Raw -3135456.704946 + Penalty 11527.864762 = -3123928.840183
  nChanged 6
		SP:Iteration 33Q (54970.370000 sec): 3 clusters
  Score: Raw -3135458.027122 + Penalty 11527.864762 = -3123930.162360
  nChanged 2
		SP:Iteration 34Q (54970.450000 sec): 3 clusters
  Score: Raw -3135458.432047 + Penalty 11527.864762 = -3123930.567285
  nChanged 2
		SP:Iteration 35Q (54970.530000 sec): 3 clusters
  Score: Raw -3135458.773870 + Penalty 11527.864762 = -3123930.909108
  nChanged 4
		SP:Iteration 36Q (54970.610000 sec): 3 clusters
  Score: Raw -3135459.908200 + Penalty 11527.864762 = -3123932.043438
  nChanged 2
		SP:Iteration 37Q (54970.680000 sec): 3 clusters
  Score: Raw -3135460.300433 + Penalty 11527.864762 = -3123932.435671
  nChanged 2
		SP:Iteration 38Q (54970.760000 sec): 3 clusters
  Score: Raw -3135460.749842 + Penalty 11527.864762 = -3123932.885079
  nChanged 3
		SP:Iteration 39Q (54970.840000 sec): 3 clusters
  Score: Raw -3135461.331119 + Penalty 11527.864762 = -3123933.466357
  nChanged 1
		SP:Iteration 40F (54970.920000 sec): 3 clusters
  Score: Raw -3135461.762396 + Penalty 11527.864762 = -3123933.897634
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (20966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54971.060000 sec): 2 clusters
  Score: Raw -5587028.472197 + Penalty 6094.777631 = -5580933.694566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54971.210000 sec): 3 clusters
  Score: Raw -5575993.320412 + Penalty 12189.555262 = -5563803.765150
  nChanged 8602
		SP:Iteration 1F (54971.360000 sec): 3 clusters
  Score: Raw -5580598.555566 + Penalty 12189.555262 = -5568409.000304
  nChanged 1527
		SP:Iteration 2F (54971.520000 sec): 3 clusters
  Score: Raw -5581508.316808 + Penalty 12189.555262 = -5569318.761546
  nChanged 1238
		SP:Iteration 3F (54971.670000 sec): 3 clusters
  Score: Raw -5582410.800740 + Penalty 12189.555262 = -5570221.245478
  nChanged 1220
		SP:Iteration 4F (54971.820000 sec): 3 clusters
  Score: Raw -5583436.181762 + Penalty 12189.555262 = -5571246.626500
  nChanged 1352
		SP:Iteration 5F (54971.980000 sec): 3 clusters
  Score: Raw -5584627.634908 + Penalty 12189.555262 = -5572438.079646
  nChanged 1473
		SP:Iteration 6F (54972.130000 sec): 3 clusters
  Score: Raw -5585973.966473 + Penalty 12189.555262 = -5573784.411210
  nChanged 1455
		SP:Iteration 7F (54972.280000 sec): 3 clusters
  Score: Raw -5587248.510163 + Penalty 12189.555262 = -5575058.954901
  nChanged 1283
		SP:Iteration 8F (54972.440000 sec): 3 clusters
  Score: Raw -5588217.480481 + Penalty 12189.555262 = -5576027.925218
  nChanged 981
		SP:Iteration 9Q (54972.590000 sec): 3 clusters
  Score: Raw -5588783.988882 + Penalty 12189.555262 = -5576594.433620
  nChanged 621
		SP:Iteration 10Q (54972.740000 sec): 3 clusters
  Score: Raw -5589036.284348 + Penalty 12189.555262 = -5576846.729085
  nChanged 396
		SP:Iteration 11Q (54972.890000 sec): 3 clusters
  Score: Raw -5589168.436703 + Penalty 12189.555262 = -5576978.881441
  nChanged 261
		SP:Iteration 12Q (54973.040000 sec): 3 clusters
  Score: Raw -5589244.763758 + Penalty 12189.555262 = -5577055.208496
  nChanged 182
		SP:Iteration 13Q (54973.190000 sec): 3 clusters
  Score: Raw -5589296.720034 + Penalty 12189.555262 = -5577107.164772
  nChanged 134
		SP:Iteration 14Q (54973.340000 sec): 3 clusters
  Score: Raw -5589325.233199 + Penalty 12189.555262 = -5577135.677937
  nChanged 86
		SP:Iteration 15Q (54973.490000 sec): 3 clusters
  Score: Raw -5589342.896255 + Penalty 12189.555262 = -5577153.340993
  nChanged 59
		SP:Iteration 16Q (54973.640000 sec): 3 clusters
  Score: Raw -5589354.438650 + Penalty 12189.555262 = -5577164.883387
  nChanged 41
		SP:Iteration 17Q (54973.790000 sec): 3 clusters
  Score: Raw -5589362.518049 + Penalty 12189.555262 = -5577172.962786
  nChanged 23
		SP:Iteration 18Q (54973.950000 sec): 3 clusters
  Score: Raw -5589366.418828 + Penalty 12189.555262 = -5577176.863566
  nChanged 14
		SP:Iteration 19Q (54974.100000 sec): 3 clusters
  Score: Raw -5589368.695367 + Penalty 12189.555262 = -5577179.140104
  nChanged 12
		SP:Iteration 20F (54974.260000 sec): 3 clusters
  Score: Raw -5589370.456962 + Penalty 12189.555262 = -5577180.901700
  nChanged 7
		SP:Iteration 21Q (54974.420000 sec): 3 clusters
  Score: Raw -5589371.822680 + Penalty 12189.555262 = -5577182.267418
  nChanged 6
		SP:Iteration 22Q (54974.570000 sec): 3 clusters
  Score: Raw -5589373.009517 + Penalty 12189.555262 = -5577183.454255
  nChanged 10
		SP:Iteration 23Q (54974.730000 sec): 3 clusters
  Score: Raw -5589374.450705 + Penalty 12189.555262 = -5577184.895442
  nChanged 5
		SP:Iteration 24Q (54974.880000 sec): 3 clusters
  Score: Raw -5589375.321457 + Penalty 12189.555262 = -5577185.766195
  nChanged 3
		SP:Iteration 25Q (54975.050000 sec): 3 clusters
  Score: Raw -5589375.634927 + Penalty 12189.555262 = -5577186.079665
  nChanged 2
		SP:Iteration 26Q (54975.200000 sec): 3 clusters
  Score: Raw -5589376.062573 + Penalty 12189.555262 = -5577186.507310
  nChanged 2
		SP:Iteration 27Q (54975.360000 sec): 3 clusters
  Score: Raw -5589376.497894 + Penalty 12189.555262 = -5577186.942632
  nChanged 3
		SP:Iteration 28Q (54975.510000 sec): 3 clusters
  Score: Raw -5589376.967542 + Penalty 12189.555262 = -5577187.412279
  nChanged 1
		SP:Iteration 29Q (54975.670000 sec): 3 clusters
  Score: Raw -5589377.069827 + Penalty 12189.555262 = -5577187.514565
  nChanged 1
		SP:Iteration 30Q (54975.830000 sec): 3 clusters
  Score: Raw -5589377.173907 + Penalty 12189.555262 = -5577187.618645
  nChanged 1
		SP:Iteration 31Q (54975.980000 sec): 3 clusters
  Score: Raw -5589377.382451 + Penalty 12189.555262 = -5577187.827188
  nChanged 3
		SP:Iteration 32Q (54976.140000 sec): 3 clusters
  Score: Raw -5589377.872258 + Penalty 12189.555262 = -5577188.316995
  nChanged 5
		SP:Iteration 33Q (54976.290000 sec): 3 clusters
  Score: Raw -5589378.764532 + Penalty 12189.555262 = -5577189.209270
  nChanged 5
		SP:Iteration 34Q (54976.450000 sec): 3 clusters
  Score: Raw -5589379.533276 + Penalty 12189.555262 = -5577189.978014
  nChanged 4
		SP:Iteration 35Q (54976.610000 sec): 3 clusters
  Score: Raw -5589380.108809 + Penalty 12189.555262 = -5577190.553546
  nChanged 3
		SP:Iteration 36Q (54976.760000 sec): 3 clusters
  Score: Raw -5589380.768209 + Penalty 12189.555262 = -5577191.212947
  nChanged 2
		SP:Iteration 37Q (54976.920000 sec): 3 clusters
  Score: Raw -5589380.980189 + Penalty 12189.555262 = -5577191.424927
  nChanged 2
		SP:Iteration 38Q (54977.070000 sec): 3 clusters
  Score: Raw -5589381.280636 + Penalty 12189.555262 = -5577191.725374
  nChanged 3
		SP:Iteration 39Q (54977.230000 sec): 3 clusters
  Score: Raw -5589381.684798 + Penalty 12189.555262 = -5577192.129536
  nChanged 4
		SP:Iteration 40F (54977.380000 sec): 3 clusters
  Score: Raw -5589382.325206 + Penalty 12189.555262 = -5577192.769943
  nChanged 4
		SP:Iteration 41Q (54977.530000 sec): 3 clusters
  Score: Raw -5589382.990881 + Penalty 12189.555262 = -5577193.435618
  nChanged 3
		SP:Iteration 42Q (54977.680000 sec): 3 clusters
  Score: Raw -5589383.506028 + Penalty 12189.555262 = -5577193.950766
  nChanged 5
		SP:Iteration 43Q (54977.830000 sec): 3 clusters
  Score: Raw -5589384.201485 + Penalty 12189.555262 = -5577194.646223
  nChanged 4
		SP:Iteration 44Q (54977.980000 sec): 3 clusters
  Score: Raw -5589384.811999 + Penalty 12189.555262 = -5577195.256737
  nChanged 3
		SP:Iteration 45Q (54978.130000 sec): 3 clusters
  Score: Raw -5589385.156465 + Penalty 12189.555262 = -5577195.601202
  nChanged 1
		SP:Iteration 46Q (54978.280000 sec): 3 clusters
  Score: Raw -5589385.310930 + Penalty 12189.555262 = -5577195.755668
  nChanged 0
		SP:Iteration 47F (54978.430000 sec): 3 clusters
  Score: Raw -5589385.310930 + Penalty 12189.555262 = -5577195.755668
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54978.480000 sec): 2 clusters
  Score: Raw -1484997.867697 + Penalty 5300.998669 = -1479696.869028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54978.520000 sec): 3 clusters
  Score: Raw -1482698.698108 + Penalty 10601.997338 = -1472096.700769
  nChanged 1899
		SP:Iteration 1F (54978.560000 sec): 3 clusters
  Score: Raw -1484007.563344 + Penalty 10601.997338 = -1473405.566006
  nChanged 447
		SP:Iteration 2F (54978.610000 sec): 3 clusters
  Score: Raw -1484361.602773 + Penalty 10601.997338 = -1473759.605435
  nChanged 265
		SP:Iteration 3Q (54978.650000 sec): 3 clusters
  Score: Raw -1484561.864977 + Penalty 10601.997338 = -1473959.867639
  nChanged 190
		SP:Iteration 4Q (54978.690000 sec): 3 clusters
  Score: Raw -1484720.932353 + Penalty 10601.997338 = -1474118.935015
  nChanged 150
		SP:Iteration 5Q (54978.730000 sec): 3 clusters
  Score: Raw -1484836.477440 + Penalty 10601.997338 = -1474234.480102
  nChanged 136
		SP:Iteration 6Q (54978.770000 sec): 3 clusters
  Score: Raw -1484930.981517 + Penalty 10601.997338 = -1474328.984179
  nChanged 114
		SP:Iteration 7Q (54978.810000 sec): 3 clusters
  Score: Raw -1485003.577501 + Penalty 10601.997338 = -1474401.580163
  nChanged 81
		SP:Iteration 8Q (54978.850000 sec): 3 clusters
  Score: Raw -1485056.621665 + Penalty 10601.997338 = -1474454.624327
  nChanged 67
		SP:Iteration 9Q (54978.890000 sec): 3 clusters
  Score: Raw -1485109.755059 + Penalty 10601.997338 = -1474507.757721
  nChanged 64
		SP:Iteration 10Q (54978.930000 sec): 3 clusters
  Score: Raw -1485157.004773 + Penalty 10601.997338 = -1474555.007435
  nChanged 68
		SP:Iteration 11Q (54978.970000 sec): 3 clusters
  Score: Raw -1485203.865558 + Penalty 10601.997338 = -1474601.868220
  nChanged 61
		SP:Iteration 12Q (54979.010000 sec): 3 clusters
  Score: Raw -1485244.222196 + Penalty 10601.997338 = -1474642.224857
  nChanged 54
		SP:Iteration 13Q (54979.050000 sec): 3 clusters
  Score: Raw -1485283.575460 + Penalty 10601.997338 = -1474681.578122
  nChanged 56
		SP:Iteration 14Q (54979.090000 sec): 3 clusters
  Score: Raw -1485327.324994 + Penalty 10601.997338 = -1474725.327656
  nChanged 55
		SP:Iteration 15Q (54979.130000 sec): 3 clusters
  Score: Raw -1485369.926217 + Penalty 10601.997338 = -1474767.928879
  nChanged 67
		SP:Iteration 16Q (54979.170000 sec): 3 clusters
  Score: Raw -1485422.499731 + Penalty 10601.997338 = -1474820.502393
  nChanged 72
		SP:Iteration 17Q (54979.210000 sec): 3 clusters
  Score: Raw -1485483.283668 + Penalty 10601.997338 = -1474881.286330
  nChanged 83
		SP:Iteration 18Q (54979.250000 sec): 3 clusters
  Score: Raw -1485548.423735 + Penalty 10601.997338 = -1474946.426397
  nChanged 63
		SP:Iteration 19Q (54979.290000 sec): 3 clusters
  Score: Raw -1485598.408551 + Penalty 10601.997338 = -1474996.411213
  nChanged 75
		SP:Iteration 20F (54979.330000 sec): 3 clusters
  Score: Raw -1485655.472748 + Penalty 10601.997338 = -1475053.475409
  nChanged 63
		SP:Iteration 21Q (54979.370000 sec): 3 clusters
  Score: Raw -1485710.755813 + Penalty 10601.997338 = -1475108.758475
  nChanged 71
		SP:Iteration 22Q (54979.410000 sec): 3 clusters
  Score: Raw -1485770.696902 + Penalty 10601.997338 = -1475168.699564
  nChanged 68
		SP:Iteration 23Q (54979.450000 sec): 3 clusters
  Score: Raw -1485826.983626 + Penalty 10601.997338 = -1475224.986288
  nChanged 65
		SP:Iteration 24Q (54979.490000 sec): 3 clusters
  Score: Raw -1485877.614918 + Penalty 10601.997338 = -1475275.617580
  nChanged 66
		SP:Iteration 25Q (54979.530000 sec): 3 clusters
  Score: Raw -1485933.949016 + Penalty 10601.997338 = -1475331.951678
  nChanged 75
		SP:Iteration 26Q (54979.570000 sec): 3 clusters
  Score: Raw -1485994.775785 + Penalty 10601.997338 = -1475392.778446
  nChanged 87
		SP:Iteration 27Q (54979.610000 sec): 3 clusters
  Score: Raw -1486066.757057 + Penalty 10601.997338 = -1475464.759719
  nChanged 100
		SP:Iteration 28Q (54979.650000 sec): 3 clusters
  Score: Raw -1486160.302014 + Penalty 10601.997338 = -1475558.304675
  nChanged 111
		SP:Iteration 29Q (54979.690000 sec): 3 clusters
  Score: Raw -1486265.697287 + Penalty 10601.997338 = -1475663.699949
  nChanged 120
		SP:Iteration 30Q (54979.730000 sec): 3 clusters
  Score: Raw -1486400.042040 + Penalty 10601.997338 = -1475798.044702
  nChanged 148
		SP:Iteration 31Q (54979.770000 sec): 3 clusters
  Score: Raw -1486588.744137 + Penalty 10601.997338 = -1475986.746799
  nChanged 185
		SP:Iteration 32Q (54979.810000 sec): 3 clusters
  Score: Raw -1486870.337503 + Penalty 10601.997338 = -1476268.340165
  nChanged 230
		SP:Iteration 33Q (54979.850000 sec): 3 clusters
  Score: Raw -1487253.172407 + Penalty 10601.997338 = -1476651.175068
  nChanged 236
		SP:Iteration 34Q (54979.880000 sec): 3 clusters
  Score: Raw -1487690.981321 + Penalty 10601.997338 = -1477088.983983
  nChanged 237
		SP:Iteration 35Q (54979.920000 sec): 3 clusters
  Score: Raw -1488140.706051 + Penalty 10601.997338 = -1477538.708713
  nChanged 165
		SP:Iteration 36Q (54979.950000 sec): 3 clusters
  Score: Raw -1488481.177598 + Penalty 10601.997338 = -1477879.180260
  nChanged 133
		SP:Iteration 37Q (54979.990000 sec): 3 clusters
  Score: Raw -1488746.375156 + Penalty 10601.997338 = -1478144.377818
  nChanged 93
		SP:Iteration 38Q (54980.020000 sec): 3 clusters
  Score: Raw -1488901.987570 + Penalty 10601.997338 = -1478299.990232
  nChanged 53
		SP:Iteration 39Q (54980.050000 sec): 3 clusters
  Score: Raw -1488964.191055 + Penalty 10601.997338 = -1478362.193717
  nChanged 34
		SP:Iteration 40F (54980.090000 sec): 3 clusters
  Score: Raw -1488996.121172 + Penalty 10601.997338 = -1478394.123834
  nChanged 17
		SP:Iteration 41Q (54980.130000 sec): 3 clusters
  Score: Raw -1489008.122392 + Penalty 10601.997338 = -1478406.125054
  nChanged 10
		SP:Iteration 42Q (54980.160000 sec): 3 clusters
  Score: Raw -1489018.147289 + Penalty 10601.997338 = -1478416.149951
  nChanged 9
		SP:Iteration 43Q (54980.190000 sec): 3 clusters
  Score: Raw -1489025.303619 + Penalty 10601.997338 = -1478423.306281
  nChanged 9
		SP:Iteration 44Q (54980.220000 sec): 3 clusters
  Score: Raw -1489030.578515 + Penalty 10601.997338 = -1478428.581177
  nChanged 7
		SP:Iteration 45Q (54980.250000 sec): 3 clusters
  Score: Raw -1489035.773837 + Penalty 10601.997338 = -1478433.776499
  nChanged 7
		SP:Iteration 46Q (54980.280000 sec): 3 clusters
  Score: Raw -1489042.471446 + Penalty 10601.997338 = -1478440.474108
  nChanged 11
		SP:Iteration 47Q (54980.310000 sec): 3 clusters
  Score: Raw -1489050.198281 + Penalty 10601.997338 = -1478448.200943
  nChanged 10
		SP:Iteration 48Q (54980.350000 sec): 3 clusters
  Score: Raw -1489056.765701 + Penalty 10601.997338 = -1478454.768363
  nChanged 5
		SP:Iteration 49Q (54980.380000 sec): 3 clusters
  Score: Raw -1489060.314425 + Penalty 10601.997338 = -1478458.317087
  nChanged 4
		SP:Iteration 50Q (54980.410000 sec): 3 clusters
  Score: Raw -1489063.284137 + Penalty 10601.997338 = -1478461.286799
  nChanged 1
		SP:Iteration 51Q (54980.440000 sec): 3 clusters
  Score: Raw -1489064.082599 + Penalty 10601.997338 = -1478462.085261
  nChanged 0
		SP:Iteration 52F (54980.480000 sec): 3 clusters
  Score: Raw -1489064.082599 + Penalty 10601.997338 = -1478462.085261
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54980.500000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54980.510000 sec): 3 clusters
  Score: Raw -406672.929552 + Penalty 8995.697131 = -397677.232421
  nChanged 309
		SP:Iteration 1F (54980.520000 sec): 3 clusters
  Score: Raw -407312.237140 + Penalty 8995.697131 = -398316.540009
  nChanged 82
		SP:Iteration 2F (54980.530000 sec): 3 clusters
  Score: Raw -407564.692212 + Penalty 8995.697131 = -398568.995081
  nChanged 60
		SP:Iteration 3Q (54980.550000 sec): 3 clusters
  Score: Raw -407801.088100 + Penalty 8995.697131 = -398805.390969
  nChanged 57
		SP:Iteration 4Q (54980.560000 sec): 3 clusters
  Score: Raw -408002.677453 + Penalty 8995.697131 = -399006.980322
  nChanged 48
		SP:Iteration 5Q (54980.570000 sec): 3 clusters
  Score: Raw -408119.663034 + Penalty 8995.697131 = -399123.965903
  nChanged 33
		SP:Iteration 6Q (54980.580000 sec): 3 clusters
  Score: Raw -408213.931926 + Penalty 8995.697131 = -399218.234795
  nChanged 32
		SP:Iteration 7Q (54980.590000 sec): 3 clusters
  Score: Raw -408289.890819 + Penalty 8995.697131 = -399294.193688
  nChanged 22
		SP:Iteration 8Q (54980.600000 sec): 3 clusters
  Score: Raw -408330.944959 + Penalty 8995.697131 = -399335.247828
  nChanged 19
		SP:Iteration 9Q (54980.610000 sec): 3 clusters
  Score: Raw -408374.419008 + Penalty 8995.697131 = -399378.721877
  nChanged 19
		SP:Iteration 10Q (54980.620000 sec): 3 clusters
  Score: Raw -408425.771121 + Penalty 8995.697131 = -399430.073990
  nChanged 23
		SP:Iteration 11Q (54980.630000 sec): 3 clusters
  Score: Raw -408494.246758 + Penalty 8995.697131 = -399498.549627
  nChanged 23
		SP:Iteration 12Q (54980.640000 sec): 3 clusters
  Score: Raw -408564.777330 + Penalty 8995.697131 = -399569.080199
  nChanged 25
		SP:Iteration 13Q (54980.650000 sec): 3 clusters
  Score: Raw -408636.981875 + Penalty 8995.697131 = -399641.284744
  nChanged 28
		SP:Iteration 14Q (54980.660000 sec): 3 clusters
  Score: Raw -408727.884550 + Penalty 8995.697131 = -399732.187419
  nChanged 27
		SP:Iteration 15Q (54980.670000 sec): 3 clusters
  Score: Raw -408807.222518 + Penalty 8995.697131 = -399811.525387
  nChanged 25
		SP:Iteration 16Q (54980.680000 sec): 3 clusters
  Score: Raw -408870.104382 + Penalty 8995.697131 = -399874.407251
  nChanged 17
		SP:Iteration 17Q (54980.690000 sec): 3 clusters
  Score: Raw -408922.305949 + Penalty 8995.697131 = -399926.608818
  nChanged 18
		SP:Iteration 18Q (54980.700000 sec): 3 clusters
  Score: Raw -408959.479146 + Penalty 8995.697131 = -399963.782015
  nChanged 14
		SP:Iteration 19Q (54980.710000 sec): 3 clusters
  Score: Raw -409003.454507 + Penalty 8995.697131 = -400007.757376
  nChanged 12
		SP:Iteration 20F (54980.720000 sec): 3 clusters
  Score: Raw -409046.165996 + Penalty 8995.697131 = -400050.468865
  nChanged 14
		SP:Iteration 21Q (54980.730000 sec): 3 clusters
  Score: Raw -409077.619888 + Penalty 8995.697131 = -400081.922757
  nChanged 15
		SP:Iteration 22Q (54980.740000 sec): 3 clusters
  Score: Raw -409110.495068 + Penalty 8995.697131 = -400114.797937
  nChanged 10
		SP:Iteration 23Q (54980.750000 sec): 3 clusters
  Score: Raw -409131.689572 + Penalty 8995.697131 = -400135.992442
  nChanged 5
		SP:Iteration 24Q (54980.760000 sec): 3 clusters
  Score: Raw -409142.079259 + Penalty 8995.697131 = -400146.382129
  nChanged 5
		SP:Iteration 25Q (54980.770000 sec): 3 clusters
  Score: Raw -409152.633059 + Penalty 8995.697131 = -400156.935928
  nChanged 4
		SP:Iteration 26Q (54980.770000 sec): 3 clusters
  Score: Raw -409160.027563 + Penalty 8995.697131 = -400164.330433
  nChanged 2
		SP:Iteration 27Q (54980.790000 sec): 3 clusters
  Score: Raw -409163.933504 + Penalty 8995.697131 = -400168.236373
  nChanged 2
		SP:Iteration 28Q (54980.790000 sec): 3 clusters
  Score: Raw -409169.642251 + Penalty 8995.697131 = -400173.945120
  nChanged 4
		SP:Iteration 29Q (54980.800000 sec): 3 clusters
  Score: Raw -409179.951104 + Penalty 8995.697131 = -400184.253973
  nChanged 7
		SP:Iteration 30Q (54980.810000 sec): 3 clusters
  Score: Raw -409191.499687 + Penalty 8995.697131 = -400195.802556
  nChanged 4
		SP:Iteration 31Q (54980.820000 sec): 3 clusters
  Score: Raw -409196.901875 + Penalty 8995.697131 = -400201.204745
  nChanged 1
		SP:Iteration 32Q (54980.830000 sec): 3 clusters
  Score: Raw -409201.344151 + Penalty 8995.697131 = -400205.647020
  nChanged 3
		SP:Iteration 33Q (54980.840000 sec): 3 clusters
  Score: Raw -409205.648597 + Penalty 8995.697131 = -400209.951467
  nChanged 0
		SP:Iteration 34F (54980.850000 sec): 3 clusters
  Score: Raw -409205.648597 + Penalty 8995.697131 = -400209.951467
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (67227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54981.290000 sec): 2 clusters
  Score: Raw -17852049.565703 + Penalty 6808.446017 = -17845241.119686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54981.780000 sec): 3 clusters
  Score: Raw -17811961.670787 + Penalty 13616.892034 = -17798344.778753
  nChanged 29928
		SP:Iteration 1F (54982.270000 sec): 3 clusters
  Score: Raw -17828014.597116 + Penalty 13616.892034 = -17814397.705082
  nChanged 3209
		SP:Iteration 2Q (54982.770000 sec): 3 clusters
  Score: Raw -17829013.246350 + Penalty 13616.892034 = -17815396.354316
  nChanged 2754
		SP:Iteration 3Q (54983.270000 sec): 3 clusters
  Score: Raw -17829841.801207 + Penalty 13616.892034 = -17816224.909174
  nChanged 2478
		SP:Iteration 4Q (54983.760000 sec): 3 clusters
  Score: Raw -17830583.483179 + Penalty 13616.892034 = -17816966.591146
  nChanged 2266
		SP:Iteration 5Q (54984.260000 sec): 3 clusters
  Score: Raw -17831246.351888 + Penalty 13616.892034 = -17817629.459854
  nChanged 2185
		SP:Iteration 6Q (54984.750000 sec): 3 clusters
  Score: Raw -17831939.229852 + Penalty 13616.892034 = -17818322.337819
  nChanged 2218
		SP:Iteration 7Q (54985.240000 sec): 3 clusters
  Score: Raw -17832671.369353 + Penalty 13616.892034 = -17819054.477319
  nChanged 2264
		SP:Iteration 8Q (54985.740000 sec): 3 clusters
  Score: Raw -17833500.068723 + Penalty 13616.892034 = -17819883.176689
  nChanged 2369
		SP:Iteration 9Q (54986.240000 sec): 3 clusters
  Score: Raw -17834396.016362 + Penalty 13616.892034 = -17820779.124329
  nChanged 2459
		SP:Iteration 10Q (54986.730000 sec): 3 clusters
  Score: Raw -17835412.755088 + Penalty 13616.892034 = -17821795.863055
  nChanged 2620
		SP:Iteration 11Q (54987.220000 sec): 3 clusters
  Score: Raw -17836584.856703 + Penalty 13616.892034 = -17822967.964669
  nChanged 2656
		SP:Iteration 12Q (54987.720000 sec): 3 clusters
  Score: Raw -17837790.000418 + Penalty 13616.892034 = -17824173.108385
  nChanged 2612
		SP:Iteration 13Q (54988.210000 sec): 3 clusters
  Score: Raw -17838941.860022 + Penalty 13616.892034 = -17825324.967989
  nChanged 2505
		SP:Iteration 14Q (54988.700000 sec): 3 clusters
  Score: Raw -17840006.086773 + Penalty 13616.892034 = -17826389.194740
  nChanged 2298
		SP:Iteration 15Q (54989.200000 sec): 3 clusters
  Score: Raw -17840956.810550 + Penalty 13616.892034 = -17827339.918517
  nChanged 2038
		SP:Iteration 16Q (54989.710000 sec): 3 clusters
  Score: Raw -17841745.580244 + Penalty 13616.892034 = -17828128.688211
  nChanged 1850
		SP:Iteration 17Q (54990.220000 sec): 3 clusters
  Score: Raw -17842440.565202 + Penalty 13616.892034 = -17828823.673169
  nChanged 1798
		SP:Iteration 18Q (54990.720000 sec): 3 clusters
  Score: Raw -17843134.668219 + Penalty 13616.892034 = -17829517.776186
  nChanged 1681
		SP:Iteration 19Q (54991.220000 sec): 3 clusters
  Score: Raw -17843817.525656 + Penalty 13616.892034 = -17830200.633622
  nChanged 1655
		SP:Iteration 20F (54991.720000 sec): 3 clusters
  Score: Raw -17844509.423953 + Penalty 13616.892034 = -17830892.531920
  nChanged 1544
		SP:Iteration 21Q (54992.220000 sec): 3 clusters
  Score: Raw -17845196.563579 + Penalty 13616.892034 = -17831579.671545
  nChanged 1486
		SP:Iteration 22Q (54992.700000 sec): 3 clusters
  Score: Raw -17845858.749599 + Penalty 13616.892034 = -17832241.857565
  nChanged 1379
		SP:Iteration 23Q (54993.180000 sec): 3 clusters
  Score: Raw -17846539.821145 + Penalty 13616.892034 = -17832922.929111
  nChanged 1365
		SP:Iteration 24Q (54993.640000 sec): 3 clusters
  Score: Raw -17847404.970876 + Penalty 13616.892034 = -17833788.078843
  nChanged 1407
		SP:Iteration 25Q (54994.090000 sec): 3 clusters
  Score: Raw -17848501.925975 + Penalty 13616.892034 = -17834885.033941
  nChanged 1370
		SP:Iteration 26Q (54994.530000 sec): 3 clusters
  Score: Raw -17849721.272986 + Penalty 13616.892034 = -17836104.380953
  nChanged 1320
		SP:Iteration 27Q (54994.960000 sec): 3 clusters
  Score: Raw -17850794.385361 + Penalty 13616.892034 = -17837177.493327
  nChanged 1211
		SP:Iteration 28Q (54995.390000 sec): 3 clusters
  Score: Raw -17851551.386657 + Penalty 13616.892034 = -17837934.494623
  nChanged 970
		SP:Iteration 29Q (54995.800000 sec): 3 clusters
  Score: Raw -17851985.933879 + Penalty 13616.892034 = -17838369.041845
  nChanged 761
		SP:Iteration 30Q (54996.220000 sec): 3 clusters
  Score: Raw -17852247.050935 + Penalty 13616.892034 = -17838630.158901
  nChanged 609
		SP:Iteration 31Q (54996.630000 sec): 3 clusters
  Score: Raw -17852412.443968 + Penalty 13616.892034 = -17838795.551934
  nChanged 457
		SP:Iteration 32Q (54997.040000 sec): 3 clusters
  Score: Raw -17852527.381273 + Penalty 13616.892034 = -17838910.489239
  nChanged 397
		SP:Iteration 33Q (54997.470000 sec): 3 clusters
  Score: Raw -17852625.102285 + Penalty 13616.892034 = -17839008.210252
  nChanged 345
		SP:Iteration 34Q (54997.900000 sec): 3 clusters
  Score: Raw -17852712.345464 + Penalty 13616.892034 = -17839095.453430
  nChanged 337
		SP:Iteration 35Q (54998.320000 sec): 3 clusters
  Score: Raw -17852794.032524 + Penalty 13616.892034 = -17839177.140491
  nChanged 312
		SP:Iteration 36Q (54998.740000 sec): 3 clusters
  Score: Raw -17852864.083222 + Penalty 13616.892034 = -17839247.191188
  nChanged 275
		SP:Iteration 37Q (54999.180000 sec): 3 clusters
  Score: Raw -17852933.736838 + Penalty 13616.892034 = -17839316.844804
  nChanged 298
		SP:Iteration 38Q (54999.600000 sec): 3 clusters
  Score: Raw -17853000.514403 + Penalty 13616.892034 = -17839383.622370
  nChanged 271
		SP:Iteration 39Q (55000.020000 sec): 3 clusters
  Score: Raw -17853059.767811 + Penalty 13616.892034 = -17839442.875777
  nChanged 285
		SP:Iteration 40F (55000.540000 sec): 3 clusters
  Score: Raw -17853147.316576 + Penalty 13616.892034 = -17839530.424543
  nChanged 318
		SP:Iteration 41Q (55000.960000 sec): 3 clusters
  Score: Raw -17853231.412702 + Penalty 13616.892034 = -17839614.520669
  nChanged 352
		SP:Iteration 42Q (55001.400000 sec): 3 clusters
  Score: Raw -17853317.590953 + Penalty 13616.892034 = -17839700.698920
  nChanged 354
		SP:Iteration 43Q (55001.820000 sec): 3 clusters
  Score: Raw -17853404.855209 + Penalty 13616.892034 = -17839787.963175
  nChanged 363
		SP:Iteration 44Q (55002.250000 sec): 3 clusters
  Score: Raw -17853489.416349 + Penalty 13616.892034 = -17839872.524315
  nChanged 338
		SP:Iteration 45Q (55002.680000 sec): 3 clusters
  Score: Raw -17853565.135444 + Penalty 13616.892034 = -17839948.243411
  nChanged 337
		SP:Iteration 46Q (55003.110000 sec): 3 clusters
  Score: Raw -17853637.037978 + Penalty 13616.892034 = -17840020.145944
  nChanged 329
		SP:Iteration 47Q (55003.540000 sec): 3 clusters
  Score: Raw -17853707.170802 + Penalty 13616.892034 = -17840090.278768
  nChanged 333
		SP:Iteration 48Q (55003.970000 sec): 3 clusters
  Score: Raw -17853778.511430 + Penalty 13616.892034 = -17840161.619397
  nChanged 330
		SP:Iteration 49Q (55004.400000 sec): 3 clusters
  Score: Raw -17853846.681039 + Penalty 13616.892034 = -17840229.789006
  nChanged 345
		SP:Iteration 50Q (55004.830000 sec): 3 clusters
  Score: Raw -17853920.313140 + Penalty 13616.892034 = -17840303.421107
  nChanged 388
		SP:Iteration 51Q (55005.250000 sec): 3 clusters
  Score: Raw -17853996.513771 + Penalty 13616.892034 = -17840379.621737
  nChanged 347
		SP:Iteration 52Q (55005.680000 sec): 3 clusters
  Score: Raw -17854068.653841 + Penalty 13616.892034 = -17840451.761808
  nChanged 346
		SP:Iteration 53Q (55006.100000 sec): 3 clusters
  Score: Raw -17854143.670758 + Penalty 13616.892034 = -17840526.778724
  nChanged 355
		SP:Iteration 54Q (55006.530000 sec): 3 clusters
  Score: Raw -17854224.743660 + Penalty 13616.892034 = -17840607.851627
  nChanged 358
		SP:Iteration 55Q (55006.960000 sec): 3 clusters
  Score: Raw -17854301.808003 + Penalty 13616.892034 = -17840684.915969
  nChanged 347
		SP:Iteration 56Q (55007.380000 sec): 3 clusters
  Score: Raw -17854371.425225 + Penalty 13616.892034 = -17840754.533192
  nChanged 332
		SP:Iteration 57Q (55007.790000 sec): 3 clusters
  Score: Raw -17854435.588518 + Penalty 13616.892034 = -17840818.696485
  nChanged 336
		SP:Iteration 58Q (55008.200000 sec): 3 clusters
  Score: Raw -17854500.819270 + Penalty 13616.892034 = -17840883.927236
  nChanged 331
		SP:Iteration 59Q (55008.600000 sec): 3 clusters
  Score: Raw -17854565.347645 + Penalty 13616.892034 = -17840948.455611
  nChanged 335
		SP:Iteration 60F (55009.100000 sec): 3 clusters
  Score: Raw -17854627.310858 + Penalty 13616.892034 = -17841010.418824
  nChanged 329
		SP:Iteration 61Q (55009.530000 sec): 3 clusters
  Score: Raw -17854688.143829 + Penalty 13616.892034 = -17841071.251796
  nChanged 280
		SP:Iteration 62Q (55009.950000 sec): 3 clusters
  Score: Raw -17854740.279487 + Penalty 13616.892034 = -17841123.387453
  nChanged 281
		SP:Iteration 63Q (55010.380000 sec): 3 clusters
  Score: Raw -17854797.529924 + Penalty 13616.892034 = -17841180.637890
  nChanged 274
		SP:Iteration 64Q (55010.800000 sec): 3 clusters
  Score: Raw -17854851.942678 + Penalty 13616.892034 = -17841235.050645
  nChanged 272
		SP:Iteration 65Q (55011.220000 sec): 3 clusters
  Score: Raw -17854904.433442 + Penalty 13616.892034 = -17841287.541408
  nChanged 253
		SP:Iteration 66Q (55011.650000 sec): 3 clusters
  Score: Raw -17854951.166577 + Penalty 13616.892034 = -17841334.274543
  nChanged 256
		SP:Iteration 67Q (55012.070000 sec): 3 clusters
  Score: Raw -17854999.705046 + Penalty 13616.892034 = -17841382.813012
  nChanged 273
		SP:Iteration 68Q (55012.490000 sec): 3 clusters
  Score: Raw -17855050.551096 + Penalty 13616.892034 = -17841433.659063
  nChanged 244
		SP:Iteration 69Q (55012.910000 sec): 3 clusters
  Score: Raw -17855096.063793 + Penalty 13616.892034 = -17841479.171759
  nChanged 232
		SP:Iteration 70Q (55013.330000 sec): 3 clusters
  Score: Raw -17855138.985326 + Penalty 13616.892034 = -17841522.093293
  nChanged 214
		SP:Iteration 71Q (55013.750000 sec): 3 clusters
  Score: Raw -17855176.711022 + Penalty 13616.892034 = -17841559.818988
  nChanged 197
		SP:Iteration 72Q (55014.170000 sec): 3 clusters
  Score: Raw -17855212.401692 + Penalty 13616.892034 = -17841595.509658
  nChanged 212
		SP:Iteration 73Q (55014.590000 sec): 3 clusters
  Score: Raw -17855247.787112 + Penalty 13616.892034 = -17841630.895078
  nChanged 191
		SP:Iteration 74Q (55015.010000 sec): 3 clusters
  Score: Raw -17855283.281715 + Penalty 13616.892034 = -17841666.389682
  nChanged 190
		SP:Iteration 75Q (55015.430000 sec): 3 clusters
  Score: Raw -17855316.862728 + Penalty 13616.892034 = -17841699.970695
  nChanged 188
		SP:Iteration 76Q (55015.850000 sec): 3 clusters
  Score: Raw -17855347.367393 + Penalty 13616.892034 = -17841730.475359
  nChanged 175
		SP:Iteration 77Q (55016.260000 sec): 3 clusters
  Score: Raw -17855375.285756 + Penalty 13616.892034 = -17841758.393723
  nChanged 164
		SP:Iteration 78Q (55016.670000 sec): 3 clusters
  Score: Raw -17855398.902892 + Penalty 13616.892034 = -17841782.010858
  nChanged 149
		SP:Iteration 79Q (55017.090000 sec): 3 clusters
  Score: Raw -17855420.291609 + Penalty 13616.892034 = -17841803.399575
  nChanged 161
		SP:Iteration 80F (55017.580000 sec): 3 clusters
  Score: Raw -17855443.186761 + Penalty 13616.892034 = -17841826.294727
  nChanged 157
		SP:Iteration 81Q (55018.020000 sec): 3 clusters
  Score: Raw -17855464.917890 + Penalty 13616.892034 = -17841848.025856
  nChanged 146
		SP:Iteration 82Q (55018.470000 sec): 3 clusters
  Score: Raw -17855482.628961 + Penalty 13616.892034 = -17841865.736928
  nChanged 128
		SP:Iteration 83Q (55018.910000 sec): 3 clusters
  Score: Raw -17855496.220263 + Penalty 13616.892034 = -17841879.328229
  nChanged 110
		SP:Iteration 84Q (55019.360000 sec): 3 clusters
  Score: Raw -17855506.551774 + Penalty 13616.892034 = -17841889.659741
  nChanged 78
		SP:Iteration 85Q (55019.800000 sec): 3 clusters
  Score: Raw -17855514.165404 + Penalty 13616.892034 = -17841897.273371
  nChanged 86
		SP:Iteration 86Q (55020.250000 sec): 3 clusters
  Score: Raw -17855521.399812 + Penalty 13616.892034 = -17841904.507778
  nChanged 66
		SP:Iteration 87Q (55020.700000 sec): 3 clusters
  Score: Raw -17855526.593127 + Penalty 13616.892034 = -17841909.701093
  nChanged 55
		SP:Iteration 88Q (55021.140000 sec): 3 clusters
  Score: Raw -17855530.880798 + Penalty 13616.892034 = -17841913.988764
  nChanged 48
		SP:Iteration 89Q (55021.590000 sec): 3 clusters
  Score: Raw -17855535.002302 + Penalty 13616.892034 = -17841918.110268
  nChanged 44
		SP:Iteration 90Q (55022.030000 sec): 3 clusters
  Score: Raw -17855538.121234 + Penalty 13616.892034 = -17841921.229201
  nChanged 39
		SP:Iteration 91Q (55022.480000 sec): 3 clusters
  Score: Raw -17855540.682608 + Penalty 13616.892034 = -17841923.790575
  nChanged 33
		SP:Iteration 92Q (55022.930000 sec): 3 clusters
  Score: Raw -17855543.075527 + Penalty 13616.892034 = -17841926.183493
  nChanged 27
		SP:Iteration 93Q (55023.370000 sec): 3 clusters
  Score: Raw -17855545.065548 + Penalty 13616.892034 = -17841928.173514
  nChanged 26
		SP:Iteration 94Q (55023.820000 sec): 3 clusters
  Score: Raw -17855547.075764 + Penalty 13616.892034 = -17841930.183730
  nChanged 30
		SP:Iteration 95Q (55024.250000 sec): 3 clusters
  Score: Raw -17855548.976290 + Penalty 13616.892034 = -17841932.084256
  nChanged 22
		SP:Iteration 96Q (55024.700000 sec): 3 clusters
  Score: Raw -17855550.320804 + Penalty 13616.892034 = -17841933.428771
  nChanged 26
		SP:Iteration 97Q (55025.150000 sec): 3 clusters
  Score: Raw -17855551.659355 + Penalty 13616.892034 = -17841934.767322
  nChanged 13
		SP:Iteration 98Q (55025.590000 sec): 3 clusters
  Score: Raw -17855552.418351 + Penalty 13616.892034 = -17841935.526317
  nChanged 6
		SP:Iteration 99Q (55026.040000 sec): 3 clusters
  Score: Raw -17855552.691499 + Penalty 13616.892034 = -17841935.799465
  nChanged 11
		SP:Iteration 100F (55026.550000 sec): 3 clusters
  Score: Raw -17855553.329224 + Penalty 13616.892034 = -17841936.437191
  nChanged 8
		SP:Iteration 101Q (55027.000000 sec): 3 clusters
  Score: Raw -17855553.819609 + Penalty 13616.892034 = -17841936.927575
  nChanged 5
		SP:Iteration 102Q (55027.450000 sec): 3 clusters
  Score: Raw -17855553.978400 + Penalty 13616.892034 = -17841937.086367
  nChanged 4
		SP:Iteration 103Q (55027.890000 sec): 3 clusters
  Score: Raw -17855554.110055 + Penalty 13616.892034 = -17841937.218021
  nChanged 2
		SP:Iteration 104Q (55028.340000 sec): 3 clusters
  Score: Raw -17855554.196227 + Penalty 13616.892034 = -17841937.304194
  nChanged 0
		SP:Iteration 105F (55028.850000 sec): 3 clusters
  Score: Raw -17855554.196227 + Penalty 13616.892034 = -17841937.304194
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55028.900000 sec): 2 clusters
  Score: Raw -135228.981148 + Penalty 3896.297768 = -131332.683380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55028.900000 sec): 3 clusters
  Score: Raw -136023.184409 + Penalty 7792.595535 = -128230.588874
  nChanged 86
		SP:Iteration 1F (55028.910000 sec): 3 clusters
  Score: Raw -136347.874218 + Penalty 7792.595535 = -128555.278683
  nChanged 29
		SP:Iteration 2F (55028.910000 sec): 3 clusters
  Score: Raw -136515.312787 + Penalty 7792.595535 = -128722.717252
  nChanged 34
		SP:Iteration 3F (55028.920000 sec): 3 clusters
  Score: Raw -136683.552969 + Penalty 7792.595535 = -128890.957434
  nChanged 30
		SP:Iteration 4F (55028.920000 sec): 3 clusters
  Score: Raw -136858.256311 + Penalty 7792.595535 = -129065.660776
  nChanged 20
		SP:Iteration 5Q (55028.930000 sec): 3 clusters
  Score: Raw -136978.859363 + Penalty 7792.595535 = -129186.263828
  nChanged 19
		SP:Iteration 6Q (55028.930000 sec): 3 clusters
  Score: Raw -137172.354165 + Penalty 7792.595535 = -129379.758630
  nChanged 19
		SP:Iteration 7Q (55028.930000 sec): 3 clusters
  Score: Raw -137297.681300 + Penalty 7792.595535 = -129505.085765
  nChanged 13
		SP:Iteration 8Q (55028.940000 sec): 3 clusters
  Score: Raw -137383.360250 + Penalty 7792.595535 = -129590.764715
  nChanged 4
		SP:Iteration 9Q (55028.940000 sec): 3 clusters
  Score: Raw -137417.160603 + Penalty 7792.595535 = -129624.565068
  nChanged 5
		SP:Iteration 10Q (55028.940000 sec): 3 clusters
  Score: Raw -137439.801347 + Penalty 7792.595535 = -129647.205812
  nChanged 2
		SP:Iteration 11Q (55028.950000 sec): 3 clusters
  Score: Raw -137454.183123 + Penalty 7792.595535 = -129661.587588
  nChanged 1
		SP:Iteration 12Q (55028.950000 sec): 3 clusters
  Score: Raw -137456.620841 + Penalty 7792.595535 = -129664.025305
  nChanged 0
		SP:Iteration 13F (55028.960000 sec): 3 clusters
  Score: Raw -137457.047652 + Penalty 7792.595535 = -129664.452117
  nChanged 1
		SP:Iteration 14Q (55028.960000 sec): 3 clusters
  Score: Raw -137473.474781 + Penalty 7792.595535 = -129680.879246
  nChanged 2
		SP:Iteration 15Q (55028.970000 sec): 3 clusters
  Score: Raw -137483.125329 + Penalty 7792.595535 = -129690.529794
  nChanged 1
		SP:Iteration 16Q (55028.970000 sec): 3 clusters
  Score: Raw -137485.653487 + Penalty 7792.595535 = -129693.057951
  nChanged 0
		SP:Iteration 17F (55028.980000 sec): 3 clusters
  Score: Raw -137485.653487 + Penalty 7792.595535 = -129693.057951
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55029.040000 sec): 2 clusters
  Score: Raw -2399976.478278 + Penalty 5601.346129 = -2394375.132149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55029.110000 sec): 3 clusters
  Score: Raw -2395748.782590 + Penalty 11202.692259 = -2384546.090331
  nChanged 3424
		SP:Iteration 1F (55029.180000 sec): 3 clusters
  Score: Raw -2397830.844410 + Penalty 11202.692259 = -2386628.152151
  nChanged 747
		SP:Iteration 2F (55029.250000 sec): 3 clusters
  Score: Raw -2398361.853552 + Penalty 11202.692259 = -2387159.161293
  nChanged 490
		SP:Iteration 3F (55029.320000 sec): 3 clusters
  Score: Raw -2398710.208435 + Penalty 11202.692259 = -2387507.516176
  nChanged 382
		SP:Iteration 4Q (55029.390000 sec): 3 clusters
  Score: Raw -2398972.546321 + Penalty 11202.692259 = -2387769.854063
  nChanged 327
		SP:Iteration 5Q (55029.460000 sec): 3 clusters
  Score: Raw -2399213.771835 + Penalty 11202.692259 = -2388011.079576
  nChanged 322
		SP:Iteration 6Q (55029.530000 sec): 3 clusters
  Score: Raw -2399451.064172 + Penalty 11202.692259 = -2388248.371913
  nChanged 314
		SP:Iteration 7Q (55029.600000 sec): 3 clusters
  Score: Raw -2399704.296993 + Penalty 11202.692259 = -2388501.604734
  nChanged 310
		SP:Iteration 8Q (55029.660000 sec): 3 clusters
  Score: Raw -2399960.022476 + Penalty 11202.692259 = -2388757.330217
  nChanged 291
		SP:Iteration 9Q (55029.730000 sec): 3 clusters
  Score: Raw -2400226.583780 + Penalty 11202.692259 = -2389023.891521
  nChanged 313
		SP:Iteration 10Q (55029.800000 sec): 3 clusters
  Score: Raw -2400491.452739 + Penalty 11202.692259 = -2389288.760480
  nChanged 282
		SP:Iteration 11Q (55029.870000 sec): 3 clusters
  Score: Raw -2400727.209122 + Penalty 11202.692259 = -2389524.516863
  nChanged 268
		SP:Iteration 12Q (55029.940000 sec): 3 clusters
  Score: Raw -2400937.870072 + Penalty 11202.692259 = -2389735.177813
  nChanged 217
		SP:Iteration 13Q (55030.000000 sec): 3 clusters
  Score: Raw -2401092.513353 + Penalty 11202.692259 = -2389889.821094
  nChanged 175
		SP:Iteration 14Q (55030.070000 sec): 3 clusters
  Score: Raw -2401191.200304 + Penalty 11202.692259 = -2389988.508045
  nChanged 147
		SP:Iteration 15Q (55030.140000 sec): 3 clusters
  Score: Raw -2401266.091037 + Penalty 11202.692259 = -2390063.398778
  nChanged 111
		SP:Iteration 16Q (55030.200000 sec): 3 clusters
  Score: Raw -2401331.961263 + Penalty 11202.692259 = -2390129.269004
  nChanged 83
		SP:Iteration 17Q (55030.270000 sec): 3 clusters
  Score: Raw -2401379.027481 + Penalty 11202.692259 = -2390176.335222
  nChanged 76
		SP:Iteration 18Q (55030.330000 sec): 3 clusters
  Score: Raw -2401416.484924 + Penalty 11202.692259 = -2390213.792665
  nChanged 53
		SP:Iteration 19Q (55030.400000 sec): 3 clusters
  Score: Raw -2401439.607758 + Penalty 11202.692259 = -2390236.915499
  nChanged 43
		SP:Iteration 20F (55030.470000 sec): 3 clusters
  Score: Raw -2401457.808870 + Penalty 11202.692259 = -2390255.116611
  nChanged 36
		SP:Iteration 21Q (55030.530000 sec): 3 clusters
  Score: Raw -2401470.689445 + Penalty 11202.692259 = -2390267.997186
  nChanged 23
		SP:Iteration 22Q (55030.600000 sec): 3 clusters
  Score: Raw -2401479.354517 + Penalty 11202.692259 = -2390276.662258
  nChanged 25
		SP:Iteration 23Q (55030.660000 sec): 3 clusters
  Score: Raw -2401488.902478 + Penalty 11202.692259 = -2390286.210219
  nChanged 22
		SP:Iteration 24Q (55030.720000 sec): 3 clusters
  Score: Raw -2401497.906002 + Penalty 11202.692259 = -2390295.213743
  nChanged 24
		SP:Iteration 25Q (55030.790000 sec): 3 clusters
  Score: Raw -2401511.529046 + Penalty 11202.692259 = -2390308.836787
  nChanged 45
		SP:Iteration 26Q (55030.860000 sec): 3 clusters
  Score: Raw -2401531.774319 + Penalty 11202.692259 = -2390329.082060
  nChanged 34
		SP:Iteration 27Q (55030.920000 sec): 3 clusters
  Score: Raw -2401545.554853 + Penalty 11202.692259 = -2390342.862594
  nChanged 26
		SP:Iteration 28Q (55030.980000 sec): 3 clusters
  Score: Raw -2401556.622648 + Penalty 11202.692259 = -2390353.930389
  nChanged 29
		SP:Iteration 29Q (55031.050000 sec): 3 clusters
  Score: Raw -2401566.815847 + Penalty 11202.692259 = -2390364.123588
  nChanged 11
		SP:Iteration 30Q (55031.120000 sec): 3 clusters
  Score: Raw -2401569.963469 + Penalty 11202.692259 = -2390367.271210
  nChanged 8
		SP:Iteration 31Q (55031.180000 sec): 3 clusters
  Score: Raw -2401572.992758 + Penalty 11202.692259 = -2390370.300499
  nChanged 11
		SP:Iteration 32Q (55031.240000 sec): 3 clusters
  Score: Raw -2401579.270170 + Penalty 11202.692259 = -2390376.577911
  nChanged 17
		SP:Iteration 33Q (55031.310000 sec): 3 clusters
  Score: Raw -2401584.449913 + Penalty 11202.692259 = -2390381.757654
  nChanged 18
		SP:Iteration 34Q (55031.370000 sec): 3 clusters
  Score: Raw -2401590.387603 + Penalty 11202.692259 = -2390387.695344
  nChanged 15
		SP:Iteration 35Q (55031.440000 sec): 3 clusters
  Score: Raw -2401595.813167 + Penalty 11202.692259 = -2390393.120908
  nChanged 10
		SP:Iteration 36Q (55031.500000 sec): 3 clusters
  Score: Raw -2401598.948304 + Penalty 11202.692259 = -2390396.256045
  nChanged 9
		SP:Iteration 37Q (55031.570000 sec): 3 clusters
  Score: Raw -2401602.927410 + Penalty 11202.692259 = -2390400.235151
  nChanged 14
		SP:Iteration 38Q (55031.630000 sec): 3 clusters
  Score: Raw -2401608.573462 + Penalty 11202.692259 = -2390405.881203
  nChanged 14
		SP:Iteration 39Q (55031.700000 sec): 3 clusters
  Score: Raw -2401613.192777 + Penalty 11202.692259 = -2390410.500518
  nChanged 10
		SP:Iteration 40F (55031.770000 sec): 3 clusters
  Score: Raw -2401616.589586 + Penalty 11202.692259 = -2390413.897327
  nChanged 12
		SP:Iteration 41Q (55031.830000 sec): 3 clusters
  Score: Raw -2401621.080489 + Penalty 11202.692259 = -2390418.388230
  nChanged 7
		SP:Iteration 42Q (55031.900000 sec): 3 clusters
  Score: Raw -2401623.243232 + Penalty 11202.692259 = -2390420.550973
  nChanged 8
		SP:Iteration 43Q (55031.960000 sec): 3 clusters
  Score: Raw -2401625.913882 + Penalty 11202.692259 = -2390423.221623
  nChanged 6
		SP:Iteration 44Q (55032.020000 sec): 3 clusters
  Score: Raw -2401628.141439 + Penalty 11202.692259 = -2390425.449180
  nChanged 5
		SP:Iteration 45Q (55032.090000 sec): 3 clusters
  Score: Raw -2401630.144622 + Penalty 11202.692259 = -2390427.452363
  nChanged 5
		SP:Iteration 46Q (55032.160000 sec): 3 clusters
  Score: Raw -2401633.478110 + Penalty 11202.692259 = -2390430.785851
  nChanged 7
		SP:Iteration 47Q (55032.220000 sec): 3 clusters
  Score: Raw -2401640.244330 + Penalty 11202.692259 = -2390437.552071
  nChanged 15
		SP:Iteration 48Q (55032.290000 sec): 3 clusters
  Score: Raw -2401646.126074 + Penalty 11202.692259 = -2390443.433815
  nChanged 11
		SP:Iteration 49Q (55032.350000 sec): 3 clusters
  Score: Raw -2401651.820950 + Penalty 11202.692259 = -2390449.128691
  nChanged 20
		SP:Iteration 50Q (55032.420000 sec): 3 clusters
  Score: Raw -2401663.035179 + Penalty 11202.692259 = -2390460.342921
  nChanged 18
		SP:Iteration 51Q (55032.480000 sec): 3 clusters
  Score: Raw -2401669.924227 + Penalty 11202.692259 = -2390467.231968
  nChanged 16
		SP:Iteration 52Q (55032.550000 sec): 3 clusters
  Score: Raw -2401676.592410 + Penalty 11202.692259 = -2390473.900151
  nChanged 15
		SP:Iteration 53Q (55032.610000 sec): 3 clusters
  Score: Raw -2401681.819988 + Penalty 11202.692259 = -2390479.127729
  nChanged 9
		SP:Iteration 54Q (55032.680000 sec): 3 clusters
  Score: Raw -2401685.993967 + Penalty 11202.692259 = -2390483.301709
  nChanged 8
		SP:Iteration 55Q (55032.740000 sec): 3 clusters
  Score: Raw -2401688.672864 + Penalty 11202.692259 = -2390485.980605
  nChanged 2
		SP:Iteration 56Q (55032.810000 sec): 3 clusters
  Score: Raw -2401689.118569 + Penalty 11202.692259 = -2390486.426311
  nChanged 2
		SP:Iteration 57Q (55032.870000 sec): 3 clusters
  Score: Raw -2401689.781736 + Penalty 11202.692259 = -2390487.089477
  nChanged 1
		SP:Iteration 58Q (55032.940000 sec): 3 clusters
  Score: Raw -2401690.019817 + Penalty 11202.692259 = -2390487.327558
  nChanged 1
		SP:Iteration 59Q (55033.000000 sec): 3 clusters
  Score: Raw -2401690.154215 + Penalty 11202.692259 = -2390487.461956
  nChanged 0
		SP:Iteration 60F (55033.070000 sec): 3 clusters
  Score: Raw -2401690.154215 + Penalty 11202.692259 = -2390487.461956
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55033.170000 sec): 2 clusters
  Score: Raw -3794712.510422 + Penalty 5881.707517 = -3788830.802905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55033.280000 sec): 3 clusters
  Score: Raw -3787335.158232 + Penalty 11763.415034 = -3775571.743198
  nChanged 5774
		SP:Iteration 1F (55033.390000 sec): 3 clusters
  Score: Raw -3790812.391758 + Penalty 11763.415034 = -3779048.976724
  nChanged 1195
		SP:Iteration 2F (55033.500000 sec): 3 clusters
  Score: Raw -3791787.446180 + Penalty 11763.415034 = -3780024.031146
  nChanged 1017
		SP:Iteration 3F (55033.610000 sec): 3 clusters
  Score: Raw -3792673.192859 + Penalty 11763.415034 = -3780909.777825
  nChanged 952
		SP:Iteration 4F (55033.720000 sec): 3 clusters
  Score: Raw -3793524.219299 + Penalty 11763.415034 = -3781760.804264
  nChanged 868
		SP:Iteration 5F (55033.830000 sec): 3 clusters
  Score: Raw -3794254.362615 + Penalty 11763.415034 = -3782490.947581
  nChanged 737
		SP:Iteration 6Q (55033.940000 sec): 3 clusters
  Score: Raw -3794854.736862 + Penalty 11763.415034 = -3783091.321828
  nChanged 631
		SP:Iteration 7Q (55034.050000 sec): 3 clusters
  Score: Raw -3795278.774282 + Penalty 11763.415034 = -3783515.359248
  nChanged 463
		SP:Iteration 8Q (55034.160000 sec): 3 clusters
  Score: Raw -3795533.925612 + Penalty 11763.415034 = -3783770.510578
  nChanged 377
		SP:Iteration 9Q (55034.270000 sec): 3 clusters
  Score: Raw -3795734.615333 + Penalty 11763.415034 = -3783971.200299
  nChanged 320
		SP:Iteration 10Q (55034.370000 sec): 3 clusters
  Score: Raw -3795898.853432 + Penalty 11763.415034 = -3784135.438397
  nChanged 262
		SP:Iteration 11Q (55034.480000 sec): 3 clusters
  Score: Raw -3796024.810240 + Penalty 11763.415034 = -3784261.395206
  nChanged 230
		SP:Iteration 12Q (55034.590000 sec): 3 clusters
  Score: Raw -3796112.335695 + Penalty 11763.415034 = -3784348.920661
  nChanged 182
		SP:Iteration 13Q (55034.690000 sec): 3 clusters
  Score: Raw -3796186.791661 + Penalty 11763.415034 = -3784423.376626
  nChanged 168
		SP:Iteration 14Q (55034.800000 sec): 3 clusters
  Score: Raw -3796250.852836 + Penalty 11763.415034 = -3784487.437801
  nChanged 143
		SP:Iteration 15Q (55034.900000 sec): 3 clusters
  Score: Raw -3796301.546561 + Penalty 11763.415034 = -3784538.131527
  nChanged 131
		SP:Iteration 16Q (55035.010000 sec): 3 clusters
  Score: Raw -3796343.632496 + Penalty 11763.415034 = -3784580.217461
  nChanged 103
		SP:Iteration 17Q (55035.120000 sec): 3 clusters
  Score: Raw -3796376.883185 + Penalty 11763.415034 = -3784613.468151
  nChanged 102
		SP:Iteration 18Q (55035.220000 sec): 3 clusters
  Score: Raw -3796413.426629 + Penalty 11763.415034 = -3784650.011595
  nChanged 114
		SP:Iteration 19Q (55035.330000 sec): 3 clusters
  Score: Raw -3796463.843386 + Penalty 11763.415034 = -3784700.428351
  nChanged 140
		SP:Iteration 20F (55035.440000 sec): 3 clusters
  Score: Raw -3796522.546317 + Penalty 11763.415034 = -3784759.131283
  nChanged 153
		SP:Iteration 21Q (55035.540000 sec): 3 clusters
  Score: Raw -3796596.176555 + Penalty 11763.415034 = -3784832.761521
  nChanged 164
		SP:Iteration 22Q (55035.650000 sec): 3 clusters
  Score: Raw -3796703.253990 + Penalty 11763.415034 = -3784939.838956
  nChanged 183
		SP:Iteration 23Q (55035.760000 sec): 3 clusters
  Score: Raw -3796842.501577 + Penalty 11763.415034 = -3785079.086543
  nChanged 232
		SP:Iteration 24Q (55035.860000 sec): 3 clusters
  Score: Raw -3797043.191708 + Penalty 11763.415034 = -3785279.776674
  nChanged 229
		SP:Iteration 25Q (55035.970000 sec): 3 clusters
  Score: Raw -3797180.848552 + Penalty 11763.415034 = -3785417.433518
  nChanged 175
		SP:Iteration 26Q (55036.070000 sec): 3 clusters
  Score: Raw -3797258.498389 + Penalty 11763.415034 = -3785495.083355
  nChanged 141
		SP:Iteration 27Q (55036.180000 sec): 3 clusters
  Score: Raw -3797310.880622 + Penalty 11763.415034 = -3785547.465588
  nChanged 118
		SP:Iteration 28Q (55036.280000 sec): 3 clusters
  Score: Raw -3797359.646578 + Penalty 11763.415034 = -3785596.231543
  nChanged 86
		SP:Iteration 29Q (55036.390000 sec): 3 clusters
  Score: Raw -3797391.357888 + Penalty 11763.415034 = -3785627.942854
  nChanged 67
		SP:Iteration 30Q (55036.490000 sec): 3 clusters
  Score: Raw -3797414.675237 + Penalty 11763.415034 = -3785651.260203
  nChanged 60
		SP:Iteration 31Q (55036.590000 sec): 3 clusters
  Score: Raw -3797433.235805 + Penalty 11763.415034 = -3785669.820771
  nChanged 41
		SP:Iteration 32Q (55036.700000 sec): 3 clusters
  Score: Raw -3797444.999033 + Penalty 11763.415034 = -3785681.583998
  nChanged 35
		SP:Iteration 33Q (55036.800000 sec): 3 clusters
  Score: Raw -3797455.650353 + Penalty 11763.415034 = -3785692.235319
  nChanged 36
		SP:Iteration 34Q (55036.910000 sec): 3 clusters
  Score: Raw -3797467.196161 + Penalty 11763.415034 = -3785703.781126
  nChanged 36
		SP:Iteration 35Q (55037.010000 sec): 3 clusters
  Score: Raw -3797478.229672 + Penalty 11763.415034 = -3785714.814638
  nChanged 34
		SP:Iteration 36Q (55037.110000 sec): 3 clusters
  Score: Raw -3797487.519552 + Penalty 11763.415034 = -3785724.104517
  nChanged 29
		SP:Iteration 37Q (55037.220000 sec): 3 clusters
  Score: Raw -3797496.215005 + Penalty 11763.415034 = -3785732.799970
  nChanged 34
		SP:Iteration 38Q (55037.320000 sec): 3 clusters
  Score: Raw -3797505.464773 + Penalty 11763.415034 = -3785742.049738
  nChanged 24
		SP:Iteration 39Q (55037.430000 sec): 3 clusters
  Score: Raw -3797511.572282 + Penalty 11763.415034 = -3785748.157248
  nChanged 19
		SP:Iteration 40F (55037.530000 sec): 3 clusters
  Score: Raw -3797516.328707 + Penalty 11763.415034 = -3785752.913673
  nChanged 12
		SP:Iteration 41Q (55037.640000 sec): 3 clusters
  Score: Raw -3797519.326660 + Penalty 11763.415034 = -3785755.911625
  nChanged 11
		SP:Iteration 42Q (55037.740000 sec): 3 clusters
  Score: Raw -3797521.429609 + Penalty 11763.415034 = -3785758.014575
  nChanged 9
		SP:Iteration 43Q (55037.850000 sec): 3 clusters
  Score: Raw -3797524.152751 + Penalty 11763.415034 = -3785760.737717
  nChanged 10
		SP:Iteration 44Q (55037.950000 sec): 3 clusters
  Score: Raw -3797526.564752 + Penalty 11763.415034 = -3785763.149718
  nChanged 6
		SP:Iteration 45Q (55038.050000 sec): 3 clusters
  Score: Raw -3797527.753713 + Penalty 11763.415034 = -3785764.338679
  nChanged 6
		SP:Iteration 46Q (55038.150000 sec): 3 clusters
  Score: Raw -3797529.087472 + Penalty 11763.415034 = -3785765.672437
  nChanged 7
		SP:Iteration 47Q (55038.260000 sec): 3 clusters
  Score: Raw -3797530.991553 + Penalty 11763.415034 = -3785767.576519
  nChanged 6
		SP:Iteration 48Q (55038.360000 sec): 3 clusters
  Score: Raw -3797533.001232 + Penalty 11763.415034 = -3785769.586198
  nChanged 9
		SP:Iteration 49Q (55038.460000 sec): 3 clusters
  Score: Raw -3797535.184398 + Penalty 11763.415034 = -3785771.769364
  nChanged 5
		SP:Iteration 50Q (55038.580000 sec): 3 clusters
  Score: Raw -3797536.072430 + Penalty 11763.415034 = -3785772.657396
  nChanged 0
		SP:Iteration 51F (55038.690000 sec): 3 clusters
  Score: Raw -3797536.072430 + Penalty 11763.415034 = -3785772.657396
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55039.090000 sec): 2 clusters
  Score: Raw -16571199.100265 + Penalty 6759.047716 = -16564440.052549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55039.550000 sec): 3 clusters
  Score: Raw -16534445.274454 + Penalty 13518.095432 = -16520927.179022
  nChanged 27633
		SP:Iteration 1F (55040.010000 sec): 3 clusters
  Score: Raw -16549457.476642 + Penalty 13518.095432 = -16535939.381210
  nChanged 3231
		SP:Iteration 2F (55040.460000 sec): 3 clusters
  Score: Raw -16550763.983214 + Penalty 13518.095432 = -16537245.887782
  nChanged 3099
		SP:Iteration 3Q (55040.930000 sec): 3 clusters
  Score: Raw -16552181.148651 + Penalty 13518.095432 = -16538663.053219
  nChanged 3289
		SP:Iteration 4F (55041.380000 sec): 3 clusters
  Score: Raw -16553913.190235 + Penalty 13518.095432 = -16540395.094803
  nChanged 3612
		SP:Iteration 5F (55041.840000 sec): 3 clusters
  Score: Raw -16556065.576712 + Penalty 13518.095432 = -16542547.481280
  nChanged 3905
		SP:Iteration 6F (55042.290000 sec): 3 clusters
  Score: Raw -16558521.082155 + Penalty 13518.095432 = -16545002.986723
  nChanged 3889
		SP:Iteration 7F (55042.750000 sec): 3 clusters
  Score: Raw -16561032.664898 + Penalty 13518.095432 = -16547514.569466
  nChanged 3647
		SP:Iteration 8F (55043.210000 sec): 3 clusters
  Score: Raw -16563499.615608 + Penalty 13518.095432 = -16549981.520176
  nChanged 3200
		SP:Iteration 9F (55043.660000 sec): 3 clusters
  Score: Raw -16565708.145349 + Penalty 13518.095432 = -16552190.049917
  nChanged 2679
		SP:Iteration 10Q (55044.120000 sec): 3 clusters
  Score: Raw -16567540.089858 + Penalty 13518.095432 = -16554021.994426
  nChanged 2148
		SP:Iteration 11Q (55044.570000 sec): 3 clusters
  Score: Raw -16568900.179216 + Penalty 13518.095432 = -16555382.083784
  nChanged 1679
		SP:Iteration 12Q (55045.030000 sec): 3 clusters
  Score: Raw -16569844.599612 + Penalty 13518.095432 = -16556326.504180
  nChanged 1263
		SP:Iteration 13Q (55045.460000 sec): 3 clusters
  Score: Raw -16570460.323922 + Penalty 13518.095432 = -16556942.228490
  nChanged 960
		SP:Iteration 14Q (55045.880000 sec): 3 clusters
  Score: Raw -16570855.545216 + Penalty 13518.095432 = -16557337.449784
  nChanged 755
		SP:Iteration 15Q (55046.290000 sec): 3 clusters
  Score: Raw -16571136.380048 + Penalty 13518.095432 = -16557618.284616
  nChanged 584
		SP:Iteration 16Q (55046.700000 sec): 3 clusters
  Score: Raw -16571322.878754 + Penalty 13518.095432 = -16557804.783322
  nChanged 466
		SP:Iteration 17Q (55047.100000 sec): 3 clusters
  Score: Raw -16571446.429133 + Penalty 13518.095432 = -16557928.333701
  nChanged 365
		SP:Iteration 18Q (55047.500000 sec): 3 clusters
  Score: Raw -16571528.003064 + Penalty 13518.095432 = -16558009.907632
  nChanged 295
		SP:Iteration 19Q (55047.900000 sec): 3 clusters
  Score: Raw -16571592.214590 + Penalty 13518.095432 = -16558074.119158
  nChanged 244
		SP:Iteration 20F (55048.340000 sec): 3 clusters
  Score: Raw -16571638.524776 + Penalty 13518.095432 = -16558120.429344
  nChanged 188
		SP:Iteration 21Q (55048.730000 sec): 3 clusters
  Score: Raw -16571671.485666 + Penalty 13518.095432 = -16558153.390234
  nChanged 175
		SP:Iteration 22Q (55049.130000 sec): 3 clusters
  Score: Raw -16571700.629981 + Penalty 13518.095432 = -16558182.534549
  nChanged 164
		SP:Iteration 23Q (55049.530000 sec): 3 clusters
  Score: Raw -16571726.034070 + Penalty 13518.095432 = -16558207.938638
  nChanged 156
		SP:Iteration 24Q (55049.920000 sec): 3 clusters
  Score: Raw -16571750.543528 + Penalty 13518.095432 = -16558232.448096
  nChanged 141
		SP:Iteration 25Q (55050.320000 sec): 3 clusters
  Score: Raw -16571771.209146 + Penalty 13518.095432 = -16558253.113714
  nChanged 132
		SP:Iteration 26Q (55050.730000 sec): 3 clusters
  Score: Raw -16571791.332291 + Penalty 13518.095432 = -16558273.236859
  nChanged 147
		SP:Iteration 27Q (55051.130000 sec): 3 clusters
  Score: Raw -16571813.148014 + Penalty 13518.095432 = -16558295.052582
  nChanged 129
		SP:Iteration 28Q (55051.530000 sec): 3 clusters
  Score: Raw -16571830.132696 + Penalty 13518.095432 = -16558312.037264
  nChanged 112
		SP:Iteration 29Q (55051.930000 sec): 3 clusters
  Score: Raw -16571845.474476 + Penalty 13518.095432 = -16558327.379044
  nChanged 110
		SP:Iteration 30Q (55052.330000 sec): 3 clusters
  Score: Raw -16571861.431776 + Penalty 13518.095432 = -16558343.336344
  nChanged 104
		SP:Iteration 31Q (55052.740000 sec): 3 clusters
  Score: Raw -16571875.323310 + Penalty 13518.095432 = -16558357.227878
  nChanged 113
		SP:Iteration 32Q (55053.140000 sec): 3 clusters
  Score: Raw -16571891.324738 + Penalty 13518.095432 = -16558373.229306
  nChanged 118
		SP:Iteration 33Q (55053.530000 sec): 3 clusters
  Score: Raw -16571909.093979 + Penalty 13518.095432 = -16558390.998547
  nChanged 122
		SP:Iteration 34Q (55053.920000 sec): 3 clusters
  Score: Raw -16571925.421971 + Penalty 13518.095432 = -16558407.326539
  nChanged 107
		SP:Iteration 35Q (55054.310000 sec): 3 clusters
  Score: Raw -16571939.987790 + Penalty 13518.095432 = -16558421.892358
  nChanged 103
		SP:Iteration 36Q (55054.690000 sec): 3 clusters
  Score: Raw -16571952.903212 + Penalty 13518.095432 = -16558434.807780
  nChanged 97
		SP:Iteration 37Q (55055.080000 sec): 3 clusters
  Score: Raw -16571966.944300 + Penalty 13518.095432 = -16558448.848868
  nChanged 107
		SP:Iteration 38Q (55055.460000 sec): 3 clusters
  Score: Raw -16571982.830680 + Penalty 13518.095432 = -16558464.735248
  nChanged 91
		SP:Iteration 39Q (55055.840000 sec): 3 clusters
  Score: Raw -16571994.611156 + Penalty 13518.095432 = -16558476.515725
  nChanged 88
		SP:Iteration 40F (55056.310000 sec): 3 clusters
  Score: Raw -16572006.890117 + Penalty 13518.095432 = -16558488.794685
  nChanged 97
		SP:Iteration 41Q (55056.700000 sec): 3 clusters
  Score: Raw -16572022.369080 + Penalty 13518.095432 = -16558504.273648
  nChanged 103
		SP:Iteration 42Q (55057.090000 sec): 3 clusters
  Score: Raw -16572036.945776 + Penalty 13518.095432 = -16558518.850344
  nChanged 99
		SP:Iteration 43Q (55057.480000 sec): 3 clusters
  Score: Raw -16572053.034925 + Penalty 13518.095432 = -16558534.939493
  nChanged 89
		SP:Iteration 44Q (55057.880000 sec): 3 clusters
  Score: Raw -16572064.968466 + Penalty 13518.095432 = -16558546.873034
  nChanged 75
		SP:Iteration 45Q (55058.270000 sec): 3 clusters
  Score: Raw -16572076.499803 + Penalty 13518.095432 = -16558558.404371
  nChanged 87
		SP:Iteration 46Q (55058.640000 sec): 3 clusters
  Score: Raw -16572090.123622 + Penalty 13518.095432 = -16558572.028190
  nChanged 82
		SP:Iteration 47Q (55059.020000 sec): 3 clusters
  Score: Raw -16572101.799133 + Penalty 13518.095432 = -16558583.703701
  nChanged 85
		SP:Iteration 48Q (55059.400000 sec): 3 clusters
  Score: Raw -16572113.700634 + Penalty 13518.095432 = -16558595.605202
  nChanged 86
		SP:Iteration 49Q (55059.780000 sec): 3 clusters
  Score: Raw -16572128.504882 + Penalty 13518.095432 = -16558610.409450
  nChanged 111
		SP:Iteration 50Q (55060.150000 sec): 3 clusters
  Score: Raw -16572147.947219 + Penalty 13518.095432 = -16558629.851787
  nChanged 97
		SP:Iteration 51Q (55060.520000 sec): 3 clusters
  Score: Raw -16572163.999402 + Penalty 13518.095432 = -16558645.903970
  nChanged 79
		SP:Iteration 52Q (55060.900000 sec): 3 clusters
  Score: Raw -16572175.194664 + Penalty 13518.095432 = -16558657.099232
  nChanged 73
		SP:Iteration 53Q (55061.280000 sec): 3 clusters
  Score: Raw -16572186.436456 + Penalty 13518.095432 = -16558668.341025
  nChanged 71
		SP:Iteration 54Q (55061.640000 sec): 3 clusters
  Score: Raw -16572196.987343 + Penalty 13518.095432 = -16558678.891911
  nChanged 68
		SP:Iteration 55Q (55062.020000 sec): 3 clusters
  Score: Raw -16572207.592996 + Penalty 13518.095432 = -16558689.497564
  nChanged 61
		SP:Iteration 56Q (55062.410000 sec): 3 clusters
  Score: Raw -16572217.311675 + Penalty 13518.095432 = -16558699.216243
  nChanged 55
		SP:Iteration 57Q (55062.790000 sec): 3 clusters
  Score: Raw -16572226.571140 + Penalty 13518.095432 = -16558708.475708
  nChanged 60
		SP:Iteration 58Q (55063.180000 sec): 3 clusters
  Score: Raw -16572235.649711 + Penalty 13518.095432 = -16558717.554279
  nChanged 72
		SP:Iteration 59Q (55063.560000 sec): 3 clusters
  Score: Raw -16572249.034999 + Penalty 13518.095432 = -16558730.939567
  nChanged 66
		SP:Iteration 60F (55064.030000 sec): 3 clusters
  Score: Raw -16572259.619955 + Penalty 13518.095432 = -16558741.524523
  nChanged 70
		SP:Iteration 61Q (55064.410000 sec): 3 clusters
  Score: Raw -16572272.152004 + Penalty 13518.095432 = -16558754.056572
  nChanged 76
		SP:Iteration 62Q (55064.800000 sec): 3 clusters
  Score: Raw -16572286.162051 + Penalty 13518.095432 = -16558768.066619
  nChanged 81
		SP:Iteration 63Q (55065.180000 sec): 3 clusters
  Score: Raw -16572300.412632 + Penalty 13518.095432 = -16558782.317200
  nChanged 60
		SP:Iteration 64Q (55065.560000 sec): 3 clusters
  Score: Raw -16572310.838820 + Penalty 13518.095432 = -16558792.743388
  nChanged 65
		SP:Iteration 65Q (55065.950000 sec): 3 clusters
  Score: Raw -16572321.341020 + Penalty 13518.095432 = -16558803.245588
  nChanged 55
		SP:Iteration 66Q (55066.330000 sec): 3 clusters
  Score: Raw -16572329.145386 + Penalty 13518.095432 = -16558811.049954
  nChanged 37
		SP:Iteration 67Q (55066.710000 sec): 3 clusters
  Score: Raw -16572333.341657 + Penalty 13518.095432 = -16558815.246225
  nChanged 27
		SP:Iteration 68Q (55067.090000 sec): 3 clusters
  Score: Raw -16572336.012274 + Penalty 13518.095432 = -16558817.916842
  nChanged 22
		SP:Iteration 69Q (55067.470000 sec): 3 clusters
  Score: Raw -16572338.604687 + Penalty 13518.095432 = -16558820.509255
  nChanged 25
		SP:Iteration 70Q (55067.840000 sec): 3 clusters
  Score: Raw -16572341.391809 + Penalty 13518.095432 = -16558823.296377
  nChanged 24
		SP:Iteration 71Q (55068.220000 sec): 3 clusters
  Score: Raw -16572344.574727 + Penalty 13518.095432 = -16558826.479295
  nChanged 20
		SP:Iteration 72Q (55068.580000 sec): 3 clusters
  Score: Raw -16572346.813554 + Penalty 13518.095432 = -16558828.718122
  nChanged 19
		SP:Iteration 73Q (55068.950000 sec): 3 clusters
  Score: Raw -16572349.270501 + Penalty 13518.095432 = -16558831.175069
  nChanged 24
		SP:Iteration 74Q (55069.330000 sec): 3 clusters
  Score: Raw -16572353.198649 + Penalty 13518.095432 = -16558835.103217
  nChanged 26
		SP:Iteration 75Q (55069.700000 sec): 3 clusters
  Score: Raw -16572357.420098 + Penalty 13518.095432 = -16558839.324666
  nChanged 32
		SP:Iteration 76Q (55070.080000 sec): 3 clusters
  Score: Raw -16572361.438615 + Penalty 13518.095432 = -16558843.343183
  nChanged 26
		SP:Iteration 77Q (55070.450000 sec): 3 clusters
  Score: Raw -16572364.643062 + Penalty 13518.095432 = -16558846.547630
  nChanged 30
		SP:Iteration 78Q (55070.820000 sec): 3 clusters
  Score: Raw -16572368.329993 + Penalty 13518.095432 = -16558850.234561
  nChanged 33
		SP:Iteration 79Q (55071.180000 sec): 3 clusters
  Score: Raw -16572371.948720 + Penalty 13518.095432 = -16558853.853288
  nChanged 31
		SP:Iteration 80F (55071.630000 sec): 3 clusters
  Score: Raw -16572375.615131 + Penalty 13518.095432 = -16558857.519699
  nChanged 31
		SP:Iteration 81Q (55072.010000 sec): 3 clusters
  Score: Raw -16572379.383350 + Penalty 13518.095432 = -16558861.287918
  nChanged 21
		SP:Iteration 82Q (55072.370000 sec): 3 clusters
  Score: Raw -16572382.383947 + Penalty 13518.095432 = -16558864.288515
  nChanged 22
		SP:Iteration 83Q (55072.740000 sec): 3 clusters
  Score: Raw -16572385.000658 + Penalty 13518.095432 = -16558866.905226
  nChanged 20
		SP:Iteration 84Q (55073.110000 sec): 3 clusters
  Score: Raw -16572387.754007 + Penalty 13518.095432 = -16558869.658575
  nChanged 34
		SP:Iteration 85Q (55073.490000 sec): 3 clusters
  Score: Raw -16572392.275125 + Penalty 13518.095432 = -16558874.179693
  nChanged 32
		SP:Iteration 86Q (55073.850000 sec): 3 clusters
  Score: Raw -16572396.659548 + Penalty 13518.095432 = -16558878.564116
  nChanged 32
		SP:Iteration 87Q (55074.220000 sec): 3 clusters
  Score: Raw -16572400.639343 + Penalty 13518.095432 = -16558882.543911
  nChanged 32
		SP:Iteration 88Q (55074.590000 sec): 3 clusters
  Score: Raw -16572405.023892 + Penalty 13518.095432 = -16558886.928460
  nChanged 25
		SP:Iteration 89Q (55074.960000 sec): 3 clusters
  Score: Raw -16572408.596519 + Penalty 13518.095432 = -16558890.501087
  nChanged 27
		SP:Iteration 90Q (55075.320000 sec): 3 clusters
  Score: Raw -16572412.228457 + Penalty 13518.095432 = -16558894.133025
  nChanged 25
		SP:Iteration 91Q (55075.700000 sec): 3 clusters
  Score: Raw -16572415.596946 + Penalty 13518.095432 = -16558897.501514
  nChanged 25
		SP:Iteration 92Q (55076.080000 sec): 3 clusters
  Score: Raw -16572419.032872 + Penalty 13518.095432 = -16558900.937440
  nChanged 23
		SP:Iteration 93Q (55076.460000 sec): 3 clusters
  Score: Raw -16572422.255627 + Penalty 13518.095432 = -16558904.160195
  nChanged 18
		SP:Iteration 94Q (55076.840000 sec): 3 clusters
  Score: Raw -16572424.146494 + Penalty 13518.095432 = -16558906.051062
  nChanged 16
		SP:Iteration 95Q (55077.220000 sec): 3 clusters
  Score: Raw -16572426.145888 + Penalty 13518.095432 = -16558908.050456
  nChanged 13
		SP:Iteration 96Q (55077.600000 sec): 3 clusters
  Score: Raw -16572427.724028 + Penalty 13518.095432 = -16558909.628596
  nChanged 11
		SP:Iteration 97Q (55077.980000 sec): 3 clusters
  Score: Raw -16572429.085179 + Penalty 13518.095432 = -16558910.989747
  nChanged 12
		SP:Iteration 98Q (55078.360000 sec): 3 clusters
  Score: Raw -16572430.469771 + Penalty 13518.095432 = -16558912.374339
  nChanged 14
		SP:Iteration 99Q (55078.740000 sec): 3 clusters
  Score: Raw -16572432.177609 + Penalty 13518.095432 = -16558914.082177
  nChanged 16
		SP:Iteration 100F (55079.200000 sec): 3 clusters
  Score: Raw -16572434.512029 + Penalty 13518.095432 = -16558916.416597
  nChanged 19
		SP:Iteration 101Q (55079.580000 sec): 3 clusters
  Score: Raw -16572437.412563 + Penalty 13518.095432 = -16558919.317131
  nChanged 20
		SP:Iteration 102Q (55079.960000 sec): 3 clusters
  Score: Raw -16572440.749081 + Penalty 13518.095432 = -16558922.653649
  nChanged 29
		SP:Iteration 103Q (55080.330000 sec): 3 clusters
  Score: Raw -16572445.021486 + Penalty 13518.095432 = -16558926.926054
  nChanged 29
		SP:Iteration 104Q (55080.710000 sec): 3 clusters
  Score: Raw -16572449.324444 + Penalty 13518.095432 = -16558931.229012
  nChanged 26
		SP:Iteration 105Q (55081.090000 sec): 3 clusters
  Score: Raw -16572453.113507 + Penalty 13518.095432 = -16558935.018075
  nChanged 25
		SP:Iteration 106Q (55081.480000 sec): 3 clusters
  Score: Raw -16572456.526177 + Penalty 13518.095432 = -16558938.430745
  nChanged 25
		SP:Iteration 107Q (55081.860000 sec): 3 clusters
  Score: Raw -16572459.977076 + Penalty 13518.095432 = -16558941.881644
  nChanged 24
		SP:Iteration 108Q (55082.230000 sec): 3 clusters
  Score: Raw -16572463.506450 + Penalty 13518.095432 = -16558945.411018
  nChanged 20
		SP:Iteration 109Q (55082.610000 sec): 3 clusters
  Score: Raw -16572466.112135 + Penalty 13518.095432 = -16558948.016703
  nChanged 12
		SP:Iteration 110Q (55082.990000 sec): 3 clusters
  Score: Raw -16572467.705008 + Penalty 13518.095432 = -16558949.609576
  nChanged 8
		SP:Iteration 111Q (55083.370000 sec): 3 clusters
  Score: Raw -16572468.428154 + Penalty 13518.095432 = -16558950.332722
  nChanged 9
		SP:Iteration 112Q (55083.740000 sec): 3 clusters
  Score: Raw -16572469.780294 + Penalty 13518.095432 = -16558951.684862
  nChanged 11
		SP:Iteration 113Q (55084.100000 sec): 3 clusters
  Score: Raw -16572470.811059 + Penalty 13518.095432 = -16558952.715628
  nChanged 5
		SP:Iteration 114Q (55084.470000 sec): 3 clusters
  Score: Raw -16572471.558569 + Penalty 13518.095432 = -16558953.463137
  nChanged 4
		SP:Iteration 115Q (55084.830000 sec): 3 clusters
  Score: Raw -16572472.120401 + Penalty 13518.095432 = -16558954.024969
  nChanged 2
		SP:Iteration 116Q (55085.190000 sec): 3 clusters
  Score: Raw -16572472.272210 + Penalty 13518.095432 = -16558954.176778
  nChanged 3
		SP:Iteration 117Q (55085.560000 sec): 3 clusters
  Score: Raw -16572472.679319 + Penalty 13518.095432 = -16558954.583887
  nChanged 4
		SP:Iteration 118Q (55085.920000 sec): 3 clusters
  Score: Raw -16572473.071536 + Penalty 13518.095432 = -16558954.976104
  nChanged 3
		SP:Iteration 119Q (55086.280000 sec): 3 clusters
  Score: Raw -16572473.423507 + Penalty 13518.095432 = -16558955.328075
  nChanged 2
		SP:Iteration 120F (55086.730000 sec): 3 clusters
  Score: Raw -16572473.568577 + Penalty 13518.095432 = -16558955.473145
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (17090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55086.860000 sec): 2 clusters
  Score: Raw -4527872.883568 + Penalty 5969.577375 = -4521903.306192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55086.980000 sec): 3 clusters
  Score: Raw -4519153.618251 + Penalty 11939.154751 = -4507214.463500
  nChanged 6860
		SP:Iteration 1F (55087.110000 sec): 3 clusters
  Score: Raw -4522941.223572 + Penalty 11939.154751 = -4511002.068821
  nChanged 1128
		SP:Iteration 2F (55087.230000 sec): 3 clusters
  Score: Raw -4523505.102973 + Penalty 11939.154751 = -4511565.948222
  nChanged 787
		SP:Iteration 3Q (55087.360000 sec): 3 clusters
  Score: Raw -4523879.157772 + Penalty 11939.154751 = -4511940.003021
  nChanged 610
		SP:Iteration 4Q (55087.480000 sec): 3 clusters
  Score: Raw -4524155.751890 + Penalty 11939.154751 = -4512216.597139
  nChanged 575
		SP:Iteration 5Q (55087.610000 sec): 3 clusters
  Score: Raw -4524422.446130 + Penalty 11939.154751 = -4512483.291380
  nChanged 560
		SP:Iteration 6Q (55087.730000 sec): 3 clusters
  Score: Raw -4524710.430495 + Penalty 11939.154751 = -4512771.275744
  nChanged 600
		SP:Iteration 7Q (55087.850000 sec): 3 clusters
  Score: Raw -4525058.949087 + Penalty 11939.154751 = -4513119.794336
  nChanged 662
		SP:Iteration 8Q (55087.980000 sec): 3 clusters
  Score: Raw -4525435.071535 + Penalty 11939.154751 = -4513495.916784
  nChanged 688
		SP:Iteration 9Q (55088.100000 sec): 3 clusters
  Score: Raw -4525827.069319 + Penalty 11939.154751 = -4513887.914569
  nChanged 659
		SP:Iteration 10Q (55088.230000 sec): 3 clusters
  Score: Raw -4526198.508665 + Penalty 11939.154751 = -4514259.353915
  nChanged 616
		SP:Iteration 11Q (55088.350000 sec): 3 clusters
  Score: Raw -4526561.697599 + Penalty 11939.154751 = -4514622.542849
  nChanged 598
		SP:Iteration 12Q (55088.470000 sec): 3 clusters
  Score: Raw -4526893.577048 + Penalty 11939.154751 = -4514954.422298
  nChanged 529
		SP:Iteration 13Q (55088.590000 sec): 3 clusters
  Score: Raw -4527158.576432 + Penalty 11939.154751 = -4515219.421682
  nChanged 443
		SP:Iteration 14Q (55088.720000 sec): 3 clusters
  Score: Raw -4527370.772462 + Penalty 11939.154751 = -4515431.617712
  nChanged 377
		SP:Iteration 15Q (55088.840000 sec): 3 clusters
  Score: Raw -4527544.172068 + Penalty 11939.154751 = -4515605.017317
  nChanged 332
		SP:Iteration 16Q (55088.960000 sec): 3 clusters
  Score: Raw -4527698.611564 + Penalty 11939.154751 = -4515759.456813
  nChanged 277
		SP:Iteration 17Q (55089.090000 sec): 3 clusters
  Score: Raw -4527828.919338 + Penalty 11939.154751 = -4515889.764587
  nChanged 256
		SP:Iteration 18Q (55089.210000 sec): 3 clusters
  Score: Raw -4527938.319603 + Penalty 11939.154751 = -4515999.164853
  nChanged 222
		SP:Iteration 19Q (55089.330000 sec): 3 clusters
  Score: Raw -4528040.622682 + Penalty 11939.154751 = -4516101.467931
  nChanged 219
		SP:Iteration 20F (55089.460000 sec): 3 clusters
  Score: Raw -4528137.403269 + Penalty 11939.154751 = -4516198.248519
  nChanged 184
		SP:Iteration 21Q (55089.580000 sec): 3 clusters
  Score: Raw -4528218.208460 + Penalty 11939.154751 = -4516279.053709
  nChanged 157
		SP:Iteration 22Q (55089.710000 sec): 3 clusters
  Score: Raw -4528282.578779 + Penalty 11939.154751 = -4516343.424028
  nChanged 127
		SP:Iteration 23Q (55089.830000 sec): 3 clusters
  Score: Raw -4528334.060959 + Penalty 11939.154751 = -4516394.906209
  nChanged 117
		SP:Iteration 24Q (55089.950000 sec): 3 clusters
  Score: Raw -4528383.162305 + Penalty 11939.154751 = -4516444.007554
  nChanged 122
		SP:Iteration 25Q (55090.080000 sec): 3 clusters
  Score: Raw -4528435.598976 + Penalty 11939.154751 = -4516496.444225
  nChanged 118
		SP:Iteration 26Q (55090.200000 sec): 3 clusters
  Score: Raw -4528485.789793 + Penalty 11939.154751 = -4516546.635042
  nChanged 94
		SP:Iteration 27Q (55090.320000 sec): 3 clusters
  Score: Raw -4528522.221569 + Penalty 11939.154751 = -4516583.066819
  nChanged 87
		SP:Iteration 28Q (55090.440000 sec): 3 clusters
  Score: Raw -4528558.788611 + Penalty 11939.154751 = -4516619.633861
  nChanged 91
		SP:Iteration 29Q (55090.570000 sec): 3 clusters
  Score: Raw -4528594.892061 + Penalty 11939.154751 = -4516655.737310
  nChanged 80
		SP:Iteration 30Q (55090.690000 sec): 3 clusters
  Score: Raw -4528624.216402 + Penalty 11939.154751 = -4516685.061652
  nChanged 61
		SP:Iteration 31Q (55090.810000 sec): 3 clusters
  Score: Raw -4528646.173754 + Penalty 11939.154751 = -4516707.019003
  nChanged 47
		SP:Iteration 32Q (55090.930000 sec): 3 clusters
  Score: Raw -4528664.366114 + Penalty 11939.154751 = -4516725.211364
  nChanged 41
		SP:Iteration 33Q (55091.060000 sec): 3 clusters
  Score: Raw -4528680.096012 + Penalty 11939.154751 = -4516740.941262
  nChanged 39
		SP:Iteration 34Q (55091.180000 sec): 3 clusters
  Score: Raw -4528693.928856 + Penalty 11939.154751 = -4516754.774105
  nChanged 36
		SP:Iteration 35Q (55091.300000 sec): 3 clusters
  Score: Raw -4528707.877517 + Penalty 11939.154751 = -4516768.722766
  nChanged 37
		SP:Iteration 36Q (55091.420000 sec): 3 clusters
  Score: Raw -4528722.889952 + Penalty 11939.154751 = -4516783.735201
  nChanged 31
		SP:Iteration 37Q (55091.540000 sec): 3 clusters
  Score: Raw -4528734.076436 + Penalty 11939.154751 = -4516794.921685
  nChanged 32
		SP:Iteration 38Q (55091.670000 sec): 3 clusters
  Score: Raw -4528749.151539 + Penalty 11939.154751 = -4516809.996788
  nChanged 23
		SP:Iteration 39Q (55091.790000 sec): 3 clusters
  Score: Raw -4528760.639245 + Penalty 11939.154751 = -4516821.484494
  nChanged 34
		SP:Iteration 40F (55091.910000 sec): 3 clusters
  Score: Raw -4528774.055005 + Penalty 11939.154751 = -4516834.900254
  nChanged 36
		SP:Iteration 41Q (55092.030000 sec): 3 clusters
  Score: Raw -4528787.580144 + Penalty 11939.154751 = -4516848.425394
  nChanged 23
		SP:Iteration 42Q (55092.150000 sec): 3 clusters
  Score: Raw -4528799.143137 + Penalty 11939.154751 = -4516859.988386
  nChanged 23
		SP:Iteration 43Q (55092.270000 sec): 3 clusters
  Score: Raw -4528807.845266 + Penalty 11939.154751 = -4516868.690515
  nChanged 17
		SP:Iteration 44Q (55092.390000 sec): 3 clusters
  Score: Raw -4528814.021261 + Penalty 11939.154751 = -4516874.866510
  nChanged 19
		SP:Iteration 45Q (55092.510000 sec): 3 clusters
  Score: Raw -4528820.635729 + Penalty 11939.154751 = -4516881.480978
  nChanged 16
		SP:Iteration 46Q (55092.630000 sec): 3 clusters
  Score: Raw -4528826.375160 + Penalty 11939.154751 = -4516887.220409
  nChanged 15
		SP:Iteration 47Q (55092.750000 sec): 3 clusters
  Score: Raw -4528832.046943 + Penalty 11939.154751 = -4516892.892192
  nChanged 13
		SP:Iteration 48Q (55092.870000 sec): 3 clusters
  Score: Raw -4528836.949053 + Penalty 11939.154751 = -4516897.794302
  nChanged 11
		SP:Iteration 49Q (55092.990000 sec): 3 clusters
  Score: Raw -4528840.998162 + Penalty 11939.154751 = -4516901.843411
  nChanged 15
		SP:Iteration 50Q (55093.110000 sec): 3 clusters
  Score: Raw -4528846.837711 + Penalty 11939.154751 = -4516907.682961
  nChanged 17
		SP:Iteration 51Q (55093.230000 sec): 3 clusters
  Score: Raw -4528853.006139 + Penalty 11939.154751 = -4516913.851389
  nChanged 17
		SP:Iteration 52Q (55093.350000 sec): 3 clusters
  Score: Raw -4528859.827381 + Penalty 11939.154751 = -4516920.672631
  nChanged 11
		SP:Iteration 53Q (55093.470000 sec): 3 clusters
  Score: Raw -4528864.128465 + Penalty 11939.154751 = -4516924.973714
  nChanged 13
		SP:Iteration 54Q (55093.590000 sec): 3 clusters
  Score: Raw -4528868.238887 + Penalty 11939.154751 = -4516929.084137
  nChanged 13
		SP:Iteration 55Q (55093.710000 sec): 3 clusters
  Score: Raw -4528872.997864 + Penalty 11939.154751 = -4516933.843113
  nChanged 8
		SP:Iteration 56Q (55093.830000 sec): 3 clusters
  Score: Raw -4528875.589152 + Penalty 11939.154751 = -4516936.434402
  nChanged 11
		SP:Iteration 57Q (55093.950000 sec): 3 clusters
  Score: Raw -4528880.356212 + Penalty 11939.154751 = -4516941.201461
  nChanged 13
		SP:Iteration 58Q (55094.070000 sec): 3 clusters
  Score: Raw -4528884.620866 + Penalty 11939.154751 = -4516945.466115
  nChanged 7
		SP:Iteration 59Q (55094.190000 sec): 3 clusters
  Score: Raw -4528886.580570 + Penalty 11939.154751 = -4516947.425819
  nChanged 6
		SP:Iteration 60F (55094.320000 sec): 3 clusters
  Score: Raw -4528888.319557 + Penalty 11939.154751 = -4516949.164806
  nChanged 6
		SP:Iteration 61Q (55094.430000 sec): 3 clusters
  Score: Raw -4528890.597687 + Penalty 11939.154751 = -4516951.442936
  nChanged 9
		SP:Iteration 62Q (55094.550000 sec): 3 clusters
  Score: Raw -4528894.254426 + Penalty 11939.154751 = -4516955.099675
  nChanged 10
		SP:Iteration 63Q (55094.670000 sec): 3 clusters
  Score: Raw -4528898.185250 + Penalty 11939.154751 = -4516959.030499
  nChanged 13
		SP:Iteration 64Q (55094.790000 sec): 3 clusters
  Score: Raw -4528902.662879 + Penalty 11939.154751 = -4516963.508128
  nChanged 8
		SP:Iteration 65Q (55094.910000 sec): 3 clusters
  Score: Raw -4528906.068958 + Penalty 11939.154751 = -4516966.914208
  nChanged 11
		SP:Iteration 66Q (55095.030000 sec): 3 clusters
  Score: Raw -4528911.622216 + Penalty 11939.154751 = -4516972.467465
  nChanged 13
		SP:Iteration 67Q (55095.150000 sec): 3 clusters
  Score: Raw -4528917.822398 + Penalty 11939.154751 = -4516978.667648
  nChanged 12
		SP:Iteration 68Q (55095.270000 sec): 3 clusters
  Score: Raw -4528923.473610 + Penalty 11939.154751 = -4516984.318860
  nChanged 12
		SP:Iteration 69Q (55095.390000 sec): 3 clusters
  Score: Raw -4528928.393118 + Penalty 11939.154751 = -4516989.238368
  nChanged 6
		SP:Iteration 70Q (55095.510000 sec): 3 clusters
  Score: Raw -4528930.425252 + Penalty 11939.154751 = -4516991.270501
  nChanged 5
		SP:Iteration 71Q (55095.630000 sec): 3 clusters
  Score: Raw -4528932.150018 + Penalty 11939.154751 = -4516992.995267
  nChanged 6
		SP:Iteration 72Q (55095.750000 sec): 3 clusters
  Score: Raw -4528933.718301 + Penalty 11939.154751 = -4516994.563550
  nChanged 2
		SP:Iteration 73Q (55095.870000 sec): 3 clusters
  Score: Raw -4528934.315748 + Penalty 11939.154751 = -4516995.160997
  nChanged 3
		SP:Iteration 74Q (55095.990000 sec): 3 clusters
  Score: Raw -4528935.583647 + Penalty 11939.154751 = -4516996.428896
  nChanged 6
		SP:Iteration 75Q (55096.110000 sec): 3 clusters
  Score: Raw -4528938.288154 + Penalty 11939.154751 = -4516999.133403
  nChanged 6
		SP:Iteration 76Q (55096.220000 sec): 3 clusters
  Score: Raw -4528940.891695 + Penalty 11939.154751 = -4517001.736944
  nChanged 8
		SP:Iteration 77Q (55096.340000 sec): 3 clusters
  Score: Raw -4528944.473831 + Penalty 11939.154751 = -4517005.319080
  nChanged 5
		SP:Iteration 78Q (55096.460000 sec): 3 clusters
  Score: Raw -4528946.173528 + Penalty 11939.154751 = -4517007.018777
  nChanged 2
		SP:Iteration 79Q (55096.590000 sec): 3 clusters
  Score: Raw -4528946.819016 + Penalty 11939.154751 = -4517007.664265
  nChanged 1
		SP:Iteration 80F (55096.710000 sec): 3 clusters
  Score: Raw -4528947.243943 + Penalty 11939.154751 = -4517008.089193
  nChanged 1
		SP:Iteration 81Q (55096.830000 sec): 3 clusters
  Score: Raw -4528947.655461 + Penalty 11939.154751 = -4517008.500710
  nChanged 3
		SP:Iteration 82Q (55096.950000 sec): 3 clusters
  Score: Raw -4528948.479356 + Penalty 11939.154751 = -4517009.324605
  nChanged 1
		SP:Iteration 83Q (55097.080000 sec): 3 clusters
  Score: Raw -4528948.891964 + Penalty 11939.154751 = -4517009.737213
  nChanged 0
		SP:Iteration 84F (55097.210000 sec): 3 clusters
  Score: Raw -4528948.891964 + Penalty 11939.154751 = -4517009.737213
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (45583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55097.500000 sec): 2 clusters
  Score: Raw -11946600.453170 + Penalty 6570.465198 = -11940029.987972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55097.850000 sec): 3 clusters
  Score: Raw -11920421.405211 + Penalty 13140.930396 = -11907280.474815
  nChanged 19793
		SP:Iteration 1F (55098.180000 sec): 3 clusters
  Score: Raw -11931177.117515 + Penalty 13140.930396 = -11918036.187119
  nChanged 2548
		SP:Iteration 2F (55098.520000 sec): 3 clusters
  Score: Raw -11932375.820920 + Penalty 13140.930396 = -11919234.890524
  nChanged 2398
		SP:Iteration 3F (55098.850000 sec): 3 clusters
  Score: Raw -11933674.862268 + Penalty 13140.930396 = -11920533.931872
  nChanged 2385
		SP:Iteration 4F (55099.190000 sec): 3 clusters
  Score: Raw -11935018.264448 + Penalty 13140.930396 = -11921877.334052
  nChanged 2448
		SP:Iteration 5F (55099.530000 sec): 3 clusters
  Score: Raw -11936384.306791 + Penalty 13140.930396 = -11923243.376395
  nChanged 2448
		SP:Iteration 6F (55099.870000 sec): 3 clusters
  Score: Raw -11937714.972690 + Penalty 13140.930396 = -11924574.042295
  nChanged 2417
		SP:Iteration 7F (55100.200000 sec): 3 clusters
  Score: Raw -11938936.610602 + Penalty 13140.930396 = -11925795.680206
  nChanged 2211
		SP:Iteration 8Q (55100.540000 sec): 3 clusters
  Score: Raw -11940049.201453 + Penalty 13140.930396 = -11926908.271057
  nChanged 2087
		SP:Iteration 9Q (55100.880000 sec): 3 clusters
  Score: Raw -11941113.338702 + Penalty 13140.930396 = -11927972.408306
  nChanged 1898
		SP:Iteration 10Q (55101.210000 sec): 3 clusters
  Score: Raw -11942099.470531 + Penalty 13140.930396 = -11928958.540135
  nChanged 1663
		SP:Iteration 11Q (55101.540000 sec): 3 clusters
  Score: Raw -11942903.705678 + Penalty 13140.930396 = -11929762.775282
  nChanged 1423
		SP:Iteration 12Q (55101.870000 sec): 3 clusters
  Score: Raw -11943569.816097 + Penalty 13140.930396 = -11930428.885702
  nChanged 1172
		SP:Iteration 13Q (55102.200000 sec): 3 clusters
  Score: Raw -11944067.541983 + Penalty 13140.930396 = -11930926.611588
  nChanged 989
		SP:Iteration 14Q (55102.530000 sec): 3 clusters
  Score: Raw -11944469.126662 + Penalty 13140.930396 = -11931328.196266
  nChanged 863
		SP:Iteration 15Q (55102.860000 sec): 3 clusters
  Score: Raw -11944815.911739 + Penalty 13140.930396 = -11931674.981343
  nChanged 805
		SP:Iteration 16Q (55103.190000 sec): 3 clusters
  Score: Raw -11945150.137654 + Penalty 13140.930396 = -11932009.207258
  nChanged 767
		SP:Iteration 17Q (55103.520000 sec): 3 clusters
  Score: Raw -11945493.586543 + Penalty 13140.930396 = -11932352.656147
  nChanged 762
		SP:Iteration 18Q (55103.850000 sec): 3 clusters
  Score: Raw -11945851.148173 + Penalty 13140.930396 = -11932710.217777
  nChanged 727
		SP:Iteration 19Q (55104.180000 sec): 3 clusters
  Score: Raw -11946207.812609 + Penalty 13140.930396 = -11933066.882213
  nChanged 656
		SP:Iteration 20F (55104.510000 sec): 3 clusters
  Score: Raw -11946546.431951 + Penalty 13140.930396 = -11933405.501555
  nChanged 594
		SP:Iteration 21Q (55104.840000 sec): 3 clusters
  Score: Raw -11946875.687218 + Penalty 13140.930396 = -11933734.756823
  nChanged 536
		SP:Iteration 22Q (55105.160000 sec): 3 clusters
  Score: Raw -11947179.757483 + Penalty 13140.930396 = -11934038.827088
  nChanged 450
		SP:Iteration 23Q (55105.490000 sec): 3 clusters
  Score: Raw -11947424.136187 + Penalty 13140.930396 = -11934283.205791
  nChanged 373
		SP:Iteration 24Q (55105.810000 sec): 3 clusters
  Score: Raw -11947621.059104 + Penalty 13140.930396 = -11934480.128708
  nChanged 301
		SP:Iteration 25Q (55106.120000 sec): 3 clusters
  Score: Raw -11947776.490417 + Penalty 13140.930396 = -11934635.560021
  nChanged 246
		SP:Iteration 26Q (55106.440000 sec): 3 clusters
  Score: Raw -11947901.000991 + Penalty 13140.930396 = -11934760.070595
  nChanged 194
		SP:Iteration 27Q (55106.740000 sec): 3 clusters
  Score: Raw -11948005.156933 + Penalty 13140.930396 = -11934864.226537
  nChanged 157
		SP:Iteration 28Q (55107.040000 sec): 3 clusters
  Score: Raw -11948088.076490 + Penalty 13140.930396 = -11934947.146095
  nChanged 115
		SP:Iteration 29Q (55107.340000 sec): 3 clusters
  Score: Raw -11948153.262041 + Penalty 13140.930396 = -11935012.331645
  nChanged 89
		SP:Iteration 30Q (55107.640000 sec): 3 clusters
  Score: Raw -11948206.562845 + Penalty 13140.930396 = -11935065.632450
  nChanged 79
		SP:Iteration 31Q (55107.930000 sec): 3 clusters
  Score: Raw -11948248.670193 + Penalty 13140.930396 = -11935107.739797
  nChanged 61
		SP:Iteration 32Q (55108.220000 sec): 3 clusters
  Score: Raw -11948286.988605 + Penalty 13140.930396 = -11935146.058210
  nChanged 56
		SP:Iteration 33Q (55108.500000 sec): 3 clusters
  Score: Raw -11948330.372947 + Penalty 13140.930396 = -11935189.442551
  nChanged 57
		SP:Iteration 34Q (55108.780000 sec): 3 clusters
  Score: Raw -11948384.197957 + Penalty 13140.930396 = -11935243.267561
  nChanged 57
		SP:Iteration 35Q (55109.060000 sec): 3 clusters
  Score: Raw -11948439.679919 + Penalty 13140.930396 = -11935298.749523
  nChanged 52
		SP:Iteration 36Q (55109.320000 sec): 3 clusters
  Score: Raw -11948483.361021 + Penalty 13140.930396 = -11935342.430625
  nChanged 42
		SP:Iteration 37Q (55109.580000 sec): 3 clusters
  Score: Raw -11948530.710733 + Penalty 13140.930396 = -11935389.780337
  nChanged 47
		SP:Iteration 38Q (55109.840000 sec): 3 clusters
  Score: Raw -11948591.150199 + Penalty 13140.930396 = -11935450.219804
  nChanged 44
		SP:Iteration 39Q (55110.100000 sec): 3 clusters
  Score: Raw -11948634.520189 + Penalty 13140.930396 = -11935493.589793
  nChanged 48
		SP:Iteration 40F (55110.430000 sec): 3 clusters
  Score: Raw -11948691.265597 + Penalty 13140.930396 = -11935550.335201
  nChanged 57
		SP:Iteration 41Q (55110.670000 sec): 3 clusters
  Score: Raw -11948743.099445 + Penalty 13140.930396 = -11935602.169049
  nChanged 49
		SP:Iteration 42Q (55110.920000 sec): 3 clusters
  Score: Raw -11948773.267460 + Penalty 13140.930396 = -11935632.337064
  nChanged 36
		SP:Iteration 43Q (55111.160000 sec): 3 clusters
  Score: Raw -11948801.854302 + Penalty 13140.930396 = -11935660.923906
  nChanged 36
		SP:Iteration 44Q (55111.400000 sec): 3 clusters
  Score: Raw -11948827.404621 + Penalty 13140.930396 = -11935686.474225
  nChanged 29
		SP:Iteration 45Q (55111.630000 sec): 3 clusters
  Score: Raw -11948848.494977 + Penalty 13140.930396 = -11935707.564581
  nChanged 40
		SP:Iteration 46Q (55111.870000 sec): 3 clusters
  Score: Raw -11948868.976820 + Penalty 13140.930396 = -11935728.046424
  nChanged 24
		SP:Iteration 47Q (55112.110000 sec): 3 clusters
  Score: Raw -11948883.168071 + Penalty 13140.930396 = -11935742.237675
  nChanged 18
		SP:Iteration 48Q (55112.350000 sec): 3 clusters
  Score: Raw -11948892.577158 + Penalty 13140.930396 = -11935751.646763
  nChanged 10
		SP:Iteration 49Q (55112.590000 sec): 3 clusters
  Score: Raw -11948896.918062 + Penalty 13140.930396 = -11935755.987666
  nChanged 5
		SP:Iteration 50Q (55112.820000 sec): 3 clusters
  Score: Raw -11948899.310457 + Penalty 13140.930396 = -11935758.380061
  nChanged 1
		SP:Iteration 51Q (55113.060000 sec): 3 clusters
  Score: Raw -11948899.649215 + Penalty 13140.930396 = -11935758.718819
  nChanged 1
		SP:Iteration 52Q (55113.290000 sec): 3 clusters
  Score: Raw -11948900.133206 + Penalty 13140.930396 = -11935759.202811
  nChanged 0
		SP:Iteration 53F (55113.630000 sec): 3 clusters
  Score: Raw -11948900.133206 + Penalty 13140.930396 = -11935759.202811
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55113.670000 sec): 2 clusters
  Score: Raw -377277.805819 + Penalty 4480.571264 = -372797.234555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55113.680000 sec): 3 clusters
  Score: Raw -377140.263418 + Penalty 8961.142527 = -368179.120890
  nChanged 308
		SP:Iteration 1F (55113.690000 sec): 3 clusters
  Score: Raw -377693.601529 + Penalty 8961.142527 = -368732.459002
  nChanged 96
		SP:Iteration 2F (55113.700000 sec): 3 clusters
  Score: Raw -377910.802766 + Penalty 8961.142527 = -368949.660238
  nChanged 41
		SP:Iteration 3Q (55113.710000 sec): 3 clusters
  Score: Raw -378007.116481 + Penalty 8961.142527 = -369045.973954
  nChanged 30
		SP:Iteration 4Q (55113.720000 sec): 3 clusters
  Score: Raw -378084.141356 + Penalty 8961.142527 = -369122.998829
  nChanged 21
		SP:Iteration 5Q (55113.730000 sec): 3 clusters
  Score: Raw -378126.433648 + Penalty 8961.142527 = -369165.291121
  nChanged 13
		SP:Iteration 6Q (55113.740000 sec): 3 clusters
  Score: Raw -378152.114517 + Penalty 8961.142527 = -369190.971989
  nChanged 10
		SP:Iteration 7Q (55113.750000 sec): 3 clusters
  Score: Raw -378166.505288 + Penalty 8961.142527 = -369205.362760
  nChanged 7
		SP:Iteration 8Q (55113.760000 sec): 3 clusters
  Score: Raw -378184.032314 + Penalty 8961.142527 = -369222.889787
  nChanged 5
		SP:Iteration 9Q (55113.770000 sec): 3 clusters
  Score: Raw -378195.511764 + Penalty 8961.142527 = -369234.369236
  nChanged 6
		SP:Iteration 10Q (55113.780000 sec): 3 clusters
  Score: Raw -378209.595347 + Penalty 8961.142527 = -369248.452819
  nChanged 7
		SP:Iteration 11Q (55113.790000 sec): 3 clusters
  Score: Raw -378229.615583 + Penalty 8961.142527 = -369268.473055
  nChanged 7
		SP:Iteration 12Q (55113.800000 sec): 3 clusters
  Score: Raw -378245.441317 + Penalty 8961.142527 = -369284.298790
  nChanged 9
		SP:Iteration 13Q (55113.810000 sec): 3 clusters
  Score: Raw -378270.120045 + Penalty 8961.142527 = -369308.977518
  nChanged 9
		SP:Iteration 14Q (55113.820000 sec): 3 clusters
  Score: Raw -378285.065783 + Penalty 8961.142527 = -369323.923255
  nChanged 7
		SP:Iteration 15Q (55113.830000 sec): 3 clusters
  Score: Raw -378302.313341 + Penalty 8961.142527 = -369341.170814
  nChanged 5
		SP:Iteration 16Q (55113.840000 sec): 3 clusters
  Score: Raw -378307.909945 + Penalty 8961.142527 = -369346.767418
  nChanged 2
		SP:Iteration 17Q (55113.850000 sec): 3 clusters
  Score: Raw -378311.393870 + Penalty 8961.142527 = -369350.251343
  nChanged 1
		SP:Iteration 18Q (55113.860000 sec): 3 clusters
  Score: Raw -378313.130514 + Penalty 8961.142527 = -369351.987987
  nChanged 1
		SP:Iteration 19Q (55113.870000 sec): 3 clusters
  Score: Raw -378314.018348 + Penalty 8961.142527 = -369352.875821
  nChanged 1
		SP:Iteration 20F (55113.880000 sec): 3 clusters
  Score: Raw -378314.864069 + Penalty 8961.142527 = -369353.721541
  nChanged 1
		SP:Iteration 21Q (55113.890000 sec): 3 clusters
  Score: Raw -378315.935005 + Penalty 8961.142527 = -369354.792478
  nChanged 1
		SP:Iteration 22Q (55113.900000 sec): 3 clusters
  Score: Raw -378317.581165 + Penalty 8961.142527 = -369356.438638
  nChanged 0
		SP:Iteration 23F (55113.910000 sec): 3 clusters
  Score: Raw -378317.581165 + Penalty 8961.142527 = -369356.438638
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (7349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55113.960000 sec): 2 clusters
  Score: Raw -1952906.747904 + Penalty 5452.670711 = -1947454.077193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55114.010000 sec): 3 clusters
  Score: Raw -1949761.798548 + Penalty 10905.341422 = -1938856.457125
  nChanged 2501
		SP:Iteration 1F (55114.060000 sec): 3 clusters
  Score: Raw -1951405.160287 + Penalty 10905.341422 = -1940499.818865
  nChanged 547
		SP:Iteration 2F (55114.110000 sec): 3 clusters
  Score: Raw -1951791.902086 + Penalty 10905.341422 = -1940886.560663
  nChanged 317
		SP:Iteration 3Q (55114.170000 sec): 3 clusters
  Score: Raw -1951988.414191 + Penalty 10905.341422 = -1941083.072768
  nChanged 214
		SP:Iteration 4Q (55114.220000 sec): 3 clusters
  Score: Raw -1952122.177189 + Penalty 10905.341422 = -1941216.835766
  nChanged 166
		SP:Iteration 5Q (55114.270000 sec): 3 clusters
  Score: Raw -1952206.585577 + Penalty 10905.341422 = -1941301.244154
  nChanged 107
		SP:Iteration 6Q (55114.320000 sec): 3 clusters
  Score: Raw -1952265.790172 + Penalty 10905.341422 = -1941360.448750
  nChanged 102
		SP:Iteration 7Q (55114.370000 sec): 3 clusters
  Score: Raw -1952324.510579 + Penalty 10905.341422 = -1941419.169156
  nChanged 97
		SP:Iteration 8Q (55114.430000 sec): 3 clusters
  Score: Raw -1952380.045817 + Penalty 10905.341422 = -1941474.704395
  nChanged 84
		SP:Iteration 9Q (55114.480000 sec): 3 clusters
  Score: Raw -1952425.423220 + Penalty 10905.341422 = -1941520.081798
  nChanged 61
		SP:Iteration 10Q (55114.530000 sec): 3 clusters
  Score: Raw -1952451.888240 + Penalty 10905.341422 = -1941546.546818
  nChanged 53
		SP:Iteration 11Q (55114.580000 sec): 3 clusters
  Score: Raw -1952477.285393 + Penalty 10905.341422 = -1941571.943971
  nChanged 46
		SP:Iteration 12Q (55114.630000 sec): 3 clusters
  Score: Raw -1952497.708453 + Penalty 10905.341422 = -1941592.367031
  nChanged 35
		SP:Iteration 13Q (55114.680000 sec): 3 clusters
  Score: Raw -1952513.898050 + Penalty 10905.341422 = -1941608.556628
  nChanged 29
		SP:Iteration 14Q (55114.730000 sec): 3 clusters
  Score: Raw -1952526.551583 + Penalty 10905.341422 = -1941621.210161
  nChanged 32
		SP:Iteration 15Q (55114.790000 sec): 3 clusters
  Score: Raw -1952541.180346 + Penalty 10905.341422 = -1941635.838924
  nChanged 30
		SP:Iteration 16Q (55114.840000 sec): 3 clusters
  Score: Raw -1952556.022499 + Penalty 10905.341422 = -1941650.681077
  nChanged 26
		SP:Iteration 17Q (55114.890000 sec): 3 clusters
  Score: Raw -1952570.139927 + Penalty 10905.341422 = -1941664.798504
  nChanged 32
		SP:Iteration 18Q (55114.950000 sec): 3 clusters
  Score: Raw -1952585.527467 + Penalty 10905.341422 = -1941680.186045
  nChanged 25
		SP:Iteration 19Q (55115.000000 sec): 3 clusters
  Score: Raw -1952598.803391 + Penalty 10905.341422 = -1941693.461969
  nChanged 33
		SP:Iteration 20F (55115.050000 sec): 3 clusters
  Score: Raw -1952613.749369 + Penalty 10905.341422 = -1941708.407946
  nChanged 30
		SP:Iteration 21Q (55115.110000 sec): 3 clusters
  Score: Raw -1952626.325503 + Penalty 10905.341422 = -1941720.984080
  nChanged 19
		SP:Iteration 22Q (55115.160000 sec): 3 clusters
  Score: Raw -1952636.999280 + Penalty 10905.341422 = -1941731.657857
  nChanged 21
		SP:Iteration 23Q (55115.210000 sec): 3 clusters
  Score: Raw -1952648.564650 + Penalty 10905.341422 = -1941743.223228
  nChanged 24
		SP:Iteration 24Q (55115.270000 sec): 3 clusters
  Score: Raw -1952660.378311 + Penalty 10905.341422 = -1941755.036889
  nChanged 27
		SP:Iteration 25Q (55115.320000 sec): 3 clusters
  Score: Raw -1952673.449513 + Penalty 10905.341422 = -1941768.108090
  nChanged 20
		SP:Iteration 26Q (55115.370000 sec): 3 clusters
  Score: Raw -1952681.866220 + Penalty 10905.341422 = -1941776.524798
  nChanged 15
		SP:Iteration 27Q (55115.430000 sec): 3 clusters
  Score: Raw -1952688.380272 + Penalty 10905.341422 = -1941783.038849
  nChanged 18
		SP:Iteration 28Q (55115.480000 sec): 3 clusters
  Score: Raw -1952696.508140 + Penalty 10905.341422 = -1941791.166717
  nChanged 17
		SP:Iteration 29Q (55115.530000 sec): 3 clusters
  Score: Raw -1952703.773979 + Penalty 10905.341422 = -1941798.432556
  nChanged 8
		SP:Iteration 30Q (55115.590000 sec): 3 clusters
  Score: Raw -1952707.922464 + Penalty 10905.341422 = -1941802.581042
  nChanged 12
		SP:Iteration 31Q (55115.640000 sec): 3 clusters
  Score: Raw -1952712.453194 + Penalty 10905.341422 = -1941807.111771
  nChanged 11
		SP:Iteration 32Q (55115.690000 sec): 3 clusters
  Score: Raw -1952717.612045 + Penalty 10905.341422 = -1941812.270623
  nChanged 6
		SP:Iteration 33Q (55115.750000 sec): 3 clusters
  Score: Raw -1952720.041575 + Penalty 10905.341422 = -1941814.700153
  nChanged 10
		SP:Iteration 34Q (55115.800000 sec): 3 clusters
  Score: Raw -1952724.869037 + Penalty 10905.341422 = -1941819.527615
  nChanged 14
		SP:Iteration 35Q (55115.850000 sec): 3 clusters
  Score: Raw -1952730.146240 + Penalty 10905.341422 = -1941824.804817
  nChanged 15
		SP:Iteration 36Q (55115.910000 sec): 3 clusters
  Score: Raw -1952735.667578 + Penalty 10905.341422 = -1941830.326156
  nChanged 7
		SP:Iteration 37Q (55115.960000 sec): 3 clusters
  Score: Raw -1952738.302033 + Penalty 10905.341422 = -1941832.960611
  nChanged 7
		SP:Iteration 38Q (55116.010000 sec): 3 clusters
  Score: Raw -1952741.405597 + Penalty 10905.341422 = -1941836.064174
  nChanged 9
		SP:Iteration 39Q (55116.070000 sec): 3 clusters
  Score: Raw -1952745.314345 + Penalty 10905.341422 = -1941839.972923
  nChanged 9
		SP:Iteration 40F (55116.120000 sec): 3 clusters
  Score: Raw -1952749.860854 + Penalty 10905.341422 = -1941844.519432
  nChanged 13
		SP:Iteration 41Q (55116.180000 sec): 3 clusters
  Score: Raw -1952754.768930 + Penalty 10905.341422 = -1941849.427508
  nChanged 8
		SP:Iteration 42Q (55116.230000 sec): 3 clusters
  Score: Raw -1952757.555396 + Penalty 10905.341422 = -1941852.213974
  nChanged 3
		SP:Iteration 43Q (55116.280000 sec): 3 clusters
  Score: Raw -1952758.946614 + Penalty 10905.341422 = -1941853.605192
  nChanged 4
		SP:Iteration 44Q (55116.330000 sec): 3 clusters
  Score: Raw -1952760.493457 + Penalty 10905.341422 = -1941855.152035
  nChanged 6
		SP:Iteration 45Q (55116.380000 sec): 3 clusters
  Score: Raw -1952763.492629 + Penalty 10905.341422 = -1941858.151207
  nChanged 6
		SP:Iteration 46Q (55116.430000 sec): 3 clusters
  Score: Raw -1952766.532848 + Penalty 10905.341422 = -1941861.191426
  nChanged 4
		SP:Iteration 47Q (55116.490000 sec): 3 clusters
  Score: Raw -1952767.689609 + Penalty 10905.341422 = -1941862.348187
  nChanged 5
		SP:Iteration 48Q (55116.540000 sec): 3 clusters
  Score: Raw -1952770.449738 + Penalty 10905.341422 = -1941865.108315
  nChanged 6
		SP:Iteration 49Q (55116.590000 sec): 3 clusters
  Score: Raw -1952773.523956 + Penalty 10905.341422 = -1941868.182533
  nChanged 8
		SP:Iteration 50Q (55116.640000 sec): 3 clusters
  Score: Raw -1952776.894243 + Penalty 10905.341422 = -1941871.552821
  nChanged 3
		SP:Iteration 51Q (55116.690000 sec): 3 clusters
  Score: Raw -1952778.251214 + Penalty 10905.341422 = -1941872.909792
  nChanged 3
		SP:Iteration 52Q (55116.750000 sec): 3 clusters
  Score: Raw -1952779.567224 + Penalty 10905.341422 = -1941874.225802
  nChanged 3
		SP:Iteration 53Q (55116.800000 sec): 3 clusters
  Score: Raw -1952781.012939 + Penalty 10905.341422 = -1941875.671517
  nChanged 2
		SP:Iteration 54Q (55116.850000 sec): 3 clusters
  Score: Raw -1952781.695187 + Penalty 10905.341422 = -1941876.353765
  nChanged 4
		SP:Iteration 55Q (55116.900000 sec): 3 clusters
  Score: Raw -1952783.452178 + Penalty 10905.341422 = -1941878.110756
  nChanged 4
		SP:Iteration 56Q (55116.950000 sec): 3 clusters
  Score: Raw -1952784.625202 + Penalty 10905.341422 = -1941879.283779
  nChanged 3
		SP:Iteration 57Q (55117.000000 sec): 3 clusters
  Score: Raw -1952785.622473 + Penalty 10905.341422 = -1941880.281051
  nChanged 2
		SP:Iteration 58Q (55117.050000 sec): 3 clusters
  Score: Raw -1952786.398407 + Penalty 10905.341422 = -1941881.056984
  nChanged 2
		SP:Iteration 59Q (55117.110000 sec): 3 clusters
  Score: Raw -1952787.188137 + Penalty 10905.341422 = -1941881.846715
  nChanged 4
		SP:Iteration 60F (55117.160000 sec): 3 clusters
  Score: Raw -1952788.972583 + Penalty 10905.341422 = -1941883.631161
  nChanged 7
		SP:Iteration 61Q (55117.210000 sec): 3 clusters
  Score: Raw -1952791.622420 + Penalty 10905.341422 = -1941886.280998
  nChanged 5
		SP:Iteration 62Q (55117.260000 sec): 3 clusters
  Score: Raw -1952793.454236 + Penalty 10905.341422 = -1941888.112814
  nChanged 1
		SP:Iteration 63Q (55117.310000 sec): 3 clusters
  Score: Raw -1952793.602077 + Penalty 10905.341422 = -1941888.260655
  nChanged 0
		SP:Iteration 64F (55117.370000 sec): 3 clusters
  Score: Raw -1952793.602077 + Penalty 10905.341422 = -1941888.260655
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (62648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55117.770000 sec): 2 clusters
  Score: Raw -17150299.218570 + Penalty 6765.238310 = -17143533.980260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55118.220000 sec): 3 clusters
  Score: Raw -17113214.083185 + Penalty 13530.476620 = -17099683.606565
  nChanged 27869
		SP:Iteration 1F (55118.680000 sec): 3 clusters
  Score: Raw -17128310.047191 + Penalty 13530.476620 = -17114779.570571
  nChanged 3268
		SP:Iteration 2F (55119.130000 sec): 3 clusters
  Score: Raw -17129614.115714 + Penalty 13530.476620 = -17116083.639094
  nChanged 3106
		SP:Iteration 3Q (55119.590000 sec): 3 clusters
  Score: Raw -17131084.138107 + Penalty 13530.476620 = -17117553.661487
  nChanged 3235
		SP:Iteration 4F (55120.050000 sec): 3 clusters
  Score: Raw -17132956.370414 + Penalty 13530.476620 = -17119425.893794
  nChanged 3648
		SP:Iteration 5F (55120.500000 sec): 3 clusters
  Score: Raw -17135456.133216 + Penalty 13530.476620 = -17121925.656597
  nChanged 3974
		SP:Iteration 6F (55120.950000 sec): 3 clusters
  Score: Raw -17138435.859125 + Penalty 13530.476620 = -17124905.382506
  nChanged 4107
		SP:Iteration 7F (55121.410000 sec): 3 clusters
  Score: Raw -17141761.266063 + Penalty 13530.476620 = -17128230.789444
  nChanged 3945
		SP:Iteration 8F (55121.860000 sec): 3 clusters
  Score: Raw -17145118.611089 + Penalty 13530.476620 = -17131588.134469
  nChanged 3147
		SP:Iteration 9F (55122.310000 sec): 3 clusters
  Score: Raw -17147952.387301 + Penalty 13530.476620 = -17134421.910682
  nChanged 2248
		SP:Iteration 10Q (55122.730000 sec): 3 clusters
  Score: Raw -17150210.813043 + Penalty 13530.476620 = -17136680.336423
  nChanged 1522
		SP:Iteration 11Q (55123.150000 sec): 3 clusters
  Score: Raw -17151856.845668 + Penalty 13530.476620 = -17138326.369048
  nChanged 982
		SP:Iteration 12Q (55123.540000 sec): 3 clusters
  Score: Raw -17152777.184468 + Penalty 13530.476620 = -17139246.707848
  nChanged 658
		SP:Iteration 13Q (55123.920000 sec): 3 clusters
  Score: Raw -17153204.381254 + Penalty 13530.476620 = -17139673.904634
  nChanged 407
		SP:Iteration 14Q (55124.280000 sec): 3 clusters
  Score: Raw -17153395.122489 + Penalty 13530.476620 = -17139864.645869
  nChanged 271
		SP:Iteration 15Q (55124.640000 sec): 3 clusters
  Score: Raw -17153494.839103 + Penalty 13530.476620 = -17139964.362483
  nChanged 182
		SP:Iteration 16Q (55124.990000 sec): 3 clusters
  Score: Raw -17153551.851424 + Penalty 13530.476620 = -17140021.374805
  nChanged 126
		SP:Iteration 17Q (55125.350000 sec): 3 clusters
  Score: Raw -17153583.346607 + Penalty 13530.476620 = -17140052.869987
  nChanged 74
		SP:Iteration 18Q (55125.690000 sec): 3 clusters
  Score: Raw -17153597.854649 + Penalty 13530.476620 = -17140067.378030
  nChanged 56
		SP:Iteration 19Q (55126.030000 sec): 3 clusters
  Score: Raw -17153609.270500 + Penalty 13530.476620 = -17140078.793880
  nChanged 40
		SP:Iteration 20F (55126.470000 sec): 3 clusters
  Score: Raw -17153616.335947 + Penalty 13530.476620 = -17140085.859327
  nChanged 29
		SP:Iteration 21Q (55126.810000 sec): 3 clusters
  Score: Raw -17153621.106655 + Penalty 13530.476620 = -17140090.630035
  nChanged 21
		SP:Iteration 22Q (55127.160000 sec): 3 clusters
  Score: Raw -17153624.630491 + Penalty 13530.476620 = -17140094.153871
  nChanged 16
		SP:Iteration 23Q (55127.510000 sec): 3 clusters
  Score: Raw -17153627.575186 + Penalty 13530.476620 = -17140097.098567
  nChanged 20
		SP:Iteration 24Q (55127.860000 sec): 3 clusters
  Score: Raw -17153630.511262 + Penalty 13530.476620 = -17140100.034642
  nChanged 14
		SP:Iteration 25Q (55128.200000 sec): 3 clusters
  Score: Raw -17153632.821433 + Penalty 13530.476620 = -17140102.344813
  nChanged 14
		SP:Iteration 26Q (55128.540000 sec): 3 clusters
  Score: Raw -17153635.014841 + Penalty 13530.476620 = -17140104.538221
  nChanged 13
		SP:Iteration 27Q (55128.870000 sec): 3 clusters
  Score: Raw -17153636.937897 + Penalty 13530.476620 = -17140106.461277
  nChanged 5
		SP:Iteration 28Q (55129.210000 sec): 3 clusters
  Score: Raw -17153637.556475 + Penalty 13530.476620 = -17140107.079856
  nChanged 2
		SP:Iteration 29Q (55129.550000 sec): 3 clusters
  Score: Raw -17153637.801616 + Penalty 13530.476620 = -17140107.324997
  nChanged 3
		SP:Iteration 30Q (55129.880000 sec): 3 clusters
  Score: Raw -17153638.241239 + Penalty 13530.476620 = -17140107.764620
  nChanged 1
		SP:Iteration 31Q (55130.230000 sec): 3 clusters
  Score: Raw -17153638.351743 + Penalty 13530.476620 = -17140107.875123
  nChanged 1
		SP:Iteration 32Q (55130.580000 sec): 3 clusters
  Score: Raw -17153638.522008 + Penalty 13530.476620 = -17140108.045388
  nChanged 2
		SP:Iteration 33Q (55130.930000 sec): 3 clusters
  Score: Raw -17153638.740873 + Penalty 13530.476620 = -17140108.264254
  nChanged 4
		SP:Iteration 34Q (55131.270000 sec): 3 clusters
  Score: Raw -17153639.403621 + Penalty 13530.476620 = -17140108.927002
  nChanged 2
		SP:Iteration 35Q (55131.610000 sec): 3 clusters
  Score: Raw -17153639.639617 + Penalty 13530.476620 = -17140109.162997
  nChanged 0
		SP:Iteration 36F (55132.070000 sec): 3 clusters
  Score: Raw -17153639.639617 + Penalty 13530.476620 = -17140109.162997
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55132.230000 sec): 2 clusters
  Score: Raw -5951864.191550 + Penalty 6158.954433 = -5945705.237117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55132.410000 sec): 3 clusters
  Score: Raw -5939463.031604 + Penalty 12317.908866 = -5927145.122739
  nChanged 9588
		SP:Iteration 1F (55132.580000 sec): 3 clusters
  Score: Raw -5944781.122056 + Penalty 12317.908866 = -5932463.213191
  nChanged 1706
		SP:Iteration 2F (55132.740000 sec): 3 clusters
  Score: Raw -5945758.944308 + Penalty 12317.908866 = -5933441.035442
  nChanged 1403
		SP:Iteration 3F (55132.910000 sec): 3 clusters
  Score: Raw -5946570.116492 + Penalty 12317.908866 = -5934252.207626
  nChanged 1232
		SP:Iteration 4F (55133.080000 sec): 3 clusters
  Score: Raw -5947314.891997 + Penalty 12317.908866 = -5934996.983131
  nChanged 1170
		SP:Iteration 5F (55133.250000 sec): 3 clusters
  Score: Raw -5948018.837135 + Penalty 12317.908866 = -5935700.928270
  nChanged 1057
		SP:Iteration 6Q (55133.420000 sec): 3 clusters
  Score: Raw -5948627.920937 + Penalty 12317.908866 = -5936310.012072
  nChanged 958
		SP:Iteration 7Q (55133.590000 sec): 3 clusters
  Score: Raw -5949167.532034 + Penalty 12317.908866 = -5936849.623169
  nChanged 869
		SP:Iteration 8Q (55133.750000 sec): 3 clusters
  Score: Raw -5949681.705907 + Penalty 12317.908866 = -5937363.797041
  nChanged 826
		SP:Iteration 9Q (55133.920000 sec): 3 clusters
  Score: Raw -5950161.083419 + Penalty 12317.908866 = -5937843.174554
  nChanged 754
		SP:Iteration 10Q (55134.090000 sec): 3 clusters
  Score: Raw -5950548.935004 + Penalty 12317.908866 = -5938231.026138
  nChanged 657
		SP:Iteration 11Q (55134.250000 sec): 3 clusters
  Score: Raw -5950841.328606 + Penalty 12317.908866 = -5938523.419740
  nChanged 538
		SP:Iteration 12Q (55134.430000 sec): 3 clusters
  Score: Raw -5951048.961472 + Penalty 12317.908866 = -5938731.052606
  nChanged 463
		SP:Iteration 13Q (55134.600000 sec): 3 clusters
  Score: Raw -5951213.649179 + Penalty 12317.908866 = -5938895.740313
  nChanged 386
		SP:Iteration 14Q (55134.770000 sec): 3 clusters
  Score: Raw -5951363.542743 + Penalty 12317.908866 = -5939045.633878
  nChanged 403
		SP:Iteration 15Q (55134.940000 sec): 3 clusters
  Score: Raw -5951528.536155 + Penalty 12317.908866 = -5939210.627289
  nChanged 374
		SP:Iteration 16Q (55135.110000 sec): 3 clusters
  Score: Raw -5951686.723954 + Penalty 12317.908866 = -5939368.815088
  nChanged 400
		SP:Iteration 17Q (55135.280000 sec): 3 clusters
  Score: Raw -5951861.977956 + Penalty 12317.908866 = -5939544.069090
  nChanged 417
		SP:Iteration 18Q (55135.450000 sec): 3 clusters
  Score: Raw -5952071.895488 + Penalty 12317.908866 = -5939753.986622
  nChanged 469
		SP:Iteration 19Q (55135.620000 sec): 3 clusters
  Score: Raw -5952321.240190 + Penalty 12317.908866 = -5940003.331324
  nChanged 472
		SP:Iteration 20F (55135.790000 sec): 3 clusters
  Score: Raw -5952571.367523 + Penalty 12317.908866 = -5940253.458658
  nChanged 459
		SP:Iteration 21Q (55135.960000 sec): 3 clusters
  Score: Raw -5952817.402293 + Penalty 12317.908866 = -5940499.493427
  nChanged 448
		SP:Iteration 22Q (55136.130000 sec): 3 clusters
  Score: Raw -5953095.111300 + Penalty 12317.908866 = -5940777.202434
  nChanged 471
		SP:Iteration 23Q (55136.290000 sec): 3 clusters
  Score: Raw -5953415.936697 + Penalty 12317.908866 = -5941098.027832
  nChanged 480
		SP:Iteration 24Q (55136.460000 sec): 3 clusters
  Score: Raw -5953780.766693 + Penalty 12317.908866 = -5941462.857827
  nChanged 443
		SP:Iteration 25Q (55136.620000 sec): 3 clusters
  Score: Raw -5954091.127269 + Penalty 12317.908866 = -5941773.218403
  nChanged 407
		SP:Iteration 26Q (55136.790000 sec): 3 clusters
  Score: Raw -5954336.850030 + Penalty 12317.908866 = -5942018.941164
  nChanged 359
		SP:Iteration 27Q (55136.950000 sec): 3 clusters
  Score: Raw -5954528.369722 + Penalty 12317.908866 = -5942210.460857
  nChanged 328
		SP:Iteration 28Q (55137.100000 sec): 3 clusters
  Score: Raw -5954721.075508 + Penalty 12317.908866 = -5942403.166642
  nChanged 290
		SP:Iteration 29Q (55137.260000 sec): 3 clusters
  Score: Raw -5954893.063201 + Penalty 12317.908866 = -5942575.154336
  nChanged 274
		SP:Iteration 30Q (55137.410000 sec): 3 clusters
  Score: Raw -5955071.599765 + Penalty 12317.908866 = -5942753.690899
  nChanged 244
		SP:Iteration 31Q (55137.570000 sec): 3 clusters
  Score: Raw -5955223.518700 + Penalty 12317.908866 = -5942905.609834
  nChanged 240
		SP:Iteration 32Q (55137.720000 sec): 3 clusters
  Score: Raw -5955371.891859 + Penalty 12317.908866 = -5943053.982994
  nChanged 200
		SP:Iteration 33Q (55137.870000 sec): 3 clusters
  Score: Raw -5955485.452695 + Penalty 12317.908866 = -5943167.543829
  nChanged 170
		SP:Iteration 34Q (55138.020000 sec): 3 clusters
  Score: Raw -5955562.439688 + Penalty 12317.908866 = -5943244.530822
  nChanged 143
		SP:Iteration 35Q (55138.170000 sec): 3 clusters
  Score: Raw -5955629.909092 + Penalty 12317.908866 = -5943312.000226
  nChanged 122
		SP:Iteration 36Q (55138.320000 sec): 3 clusters
  Score: Raw -5955685.483845 + Penalty 12317.908866 = -5943367.574979
  nChanged 97
		SP:Iteration 37Q (55138.470000 sec): 3 clusters
  Score: Raw -5955728.373976 + Penalty 12317.908866 = -5943410.465111
  nChanged 93
		SP:Iteration 38Q (55138.610000 sec): 3 clusters
  Score: Raw -5955768.611524 + Penalty 12317.908866 = -5943450.702658
  nChanged 73
		SP:Iteration 39Q (55138.760000 sec): 3 clusters
  Score: Raw -5955797.682592 + Penalty 12317.908866 = -5943479.773726
  nChanged 67
		SP:Iteration 40F (55138.930000 sec): 3 clusters
  Score: Raw -5955824.823142 + Penalty 12317.908866 = -5943506.914276
  nChanged 65
		SP:Iteration 41Q (55139.070000 sec): 3 clusters
  Score: Raw -5955855.072956 + Penalty 12317.908866 = -5943537.164090
  nChanged 48
		SP:Iteration 42Q (55139.220000 sec): 3 clusters
  Score: Raw -5955881.583761 + Penalty 12317.908866 = -5943563.674896
  nChanged 41
		SP:Iteration 43Q (55139.370000 sec): 3 clusters
  Score: Raw -5955912.328809 + Penalty 12317.908866 = -5943594.419943
  nChanged 53
		SP:Iteration 44Q (55139.510000 sec): 3 clusters
  Score: Raw -5955953.765693 + Penalty 12317.908866 = -5943635.856828
  nChanged 55
		SP:Iteration 45Q (55139.650000 sec): 3 clusters
  Score: Raw -5956019.286530 + Penalty 12317.908866 = -5943701.377664
  nChanged 67
		SP:Iteration 46Q (55139.800000 sec): 3 clusters
  Score: Raw -5956085.096931 + Penalty 12317.908866 = -5943767.188065
  nChanged 68
		SP:Iteration 47Q (55139.940000 sec): 3 clusters
  Score: Raw -5956125.804494 + Penalty 12317.908866 = -5943807.895628
  nChanged 61
		SP:Iteration 48Q (55140.080000 sec): 3 clusters
  Score: Raw -5956154.848778 + Penalty 12317.908866 = -5943836.939913
  nChanged 55
		SP:Iteration 49Q (55140.230000 sec): 3 clusters
  Score: Raw -5956177.549614 + Penalty 12317.908866 = -5943859.640749
  nChanged 32
		SP:Iteration 50Q (55140.370000 sec): 3 clusters
  Score: Raw -5956190.108091 + Penalty 12317.908866 = -5943872.199225
  nChanged 14
		SP:Iteration 51Q (55140.510000 sec): 3 clusters
  Score: Raw -5956194.906735 + Penalty 12317.908866 = -5943876.997869
  nChanged 12
		SP:Iteration 52Q (55140.650000 sec): 3 clusters
  Score: Raw -5956198.500574 + Penalty 12317.908866 = -5943880.591708
  nChanged 9
		SP:Iteration 53Q (55140.790000 sec): 3 clusters
  Score: Raw -5956202.198233 + Penalty 12317.908866 = -5943884.289367
  nChanged 10
		SP:Iteration 54Q (55140.930000 sec): 3 clusters
  Score: Raw -5956205.258038 + Penalty 12317.908866 = -5943887.349172
  nChanged 12
		SP:Iteration 55Q (55141.080000 sec): 3 clusters
  Score: Raw -5956208.943866 + Penalty 12317.908866 = -5943891.035000
  nChanged 13
		SP:Iteration 56Q (55141.220000 sec): 3 clusters
  Score: Raw -5956213.156032 + Penalty 12317.908866 = -5943895.247166
  nChanged 8
		SP:Iteration 57Q (55141.360000 sec): 3 clusters
  Score: Raw -5956215.392087 + Penalty 12317.908866 = -5943897.483221
  nChanged 7
		SP:Iteration 58Q (55141.500000 sec): 3 clusters
  Score: Raw -5956217.846143 + Penalty 12317.908866 = -5943899.937278
  nChanged 8
		SP:Iteration 59Q (55141.640000 sec): 3 clusters
  Score: Raw -5956220.104542 + Penalty 12317.908866 = -5943902.195676
  nChanged 4
		SP:Iteration 60F (55141.810000 sec): 3 clusters
  Score: Raw -5956220.892882 + Penalty 12317.908866 = -5943902.984016
  nChanged 2
		SP:Iteration 61Q (55141.950000 sec): 3 clusters
  Score: Raw -5956221.571191 + Penalty 12317.908866 = -5943903.662326
  nChanged 0
		SP:Iteration 62F (55142.130000 sec): 3 clusters
  Score: Raw -5956221.571191 + Penalty 12317.908866 = -5943903.662326
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (64737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55142.540000 sec): 2 clusters
  Score: Raw -17461055.586433 + Penalty 6785.329015 = -17454270.257418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55143.020000 sec): 3 clusters
  Score: Raw -17422684.510601 + Penalty 13570.658029 = -17409113.852571
  nChanged 28827
		SP:Iteration 1F (55143.500000 sec): 3 clusters
  Score: Raw -17438248.266060 + Penalty 13570.658029 = -17424677.608031
  nChanged 3149
		SP:Iteration 2Q (55143.970000 sec): 3 clusters
  Score: Raw -17439281.011141 + Penalty 13570.658029 = -17425710.353111
  nChanged 2716
		SP:Iteration 3Q (55144.450000 sec): 3 clusters
  Score: Raw -17440076.272897 + Penalty 13570.658029 = -17426505.614867
  nChanged 2324
		SP:Iteration 4Q (55144.920000 sec): 3 clusters
  Score: Raw -17440721.582617 + Penalty 13570.658029 = -17427150.924588
  nChanged 2014
		SP:Iteration 5Q (55145.400000 sec): 3 clusters
  Score: Raw -17441233.724183 + Penalty 13570.658029 = -17427663.066153
  nChanged 1747
		SP:Iteration 6Q (55145.880000 sec): 3 clusters
  Score: Raw -17441668.633062 + Penalty 13570.658029 = -17428097.975032
  nChanged 1651
		SP:Iteration 7Q (55146.350000 sec): 3 clusters
  Score: Raw -17442070.932430 + Penalty 13570.658029 = -17428500.274400
  nChanged 1534
		SP:Iteration 8Q (55146.830000 sec): 3 clusters
  Score: Raw -17442455.787189 + Penalty 13570.658029 = -17428885.129160
  nChanged 1526
		SP:Iteration 9Q (55147.310000 sec): 3 clusters
  Score: Raw -17442858.899506 + Penalty 13570.658029 = -17429288.241477
  nChanged 1616
		SP:Iteration 10Q (55147.780000 sec): 3 clusters
  Score: Raw -17443336.584167 + Penalty 13570.658029 = -17429765.926138
  nChanged 1853
		SP:Iteration 11Q (55148.270000 sec): 3 clusters
  Score: Raw -17443979.558611 + Penalty 13570.658029 = -17430408.900582
  nChanged 2176
		SP:Iteration 12Q (55148.760000 sec): 3 clusters
  Score: Raw -17444892.565425 + Penalty 13570.658029 = -17431321.907396
  nChanged 2737
		SP:Iteration 13Q (55149.240000 sec): 3 clusters
  Score: Raw -17446256.802892 + Penalty 13570.658029 = -17432686.144863
  nChanged 3109
		SP:Iteration 14Q (55149.710000 sec): 3 clusters
  Score: Raw -17448060.945774 + Penalty 13570.658029 = -17434490.287745
  nChanged 3469
		SP:Iteration 15F (55150.180000 sec): 3 clusters
  Score: Raw -17450379.323582 + Penalty 13570.658029 = -17436808.665553
  nChanged 3511
		SP:Iteration 16F (55150.650000 sec): 3 clusters
  Score: Raw -17452988.661330 + Penalty 13570.658029 = -17439418.003300
  nChanged 3304
		SP:Iteration 17F (55151.110000 sec): 3 clusters
  Score: Raw -17455519.736308 + Penalty 13570.658029 = -17441949.078278
  nChanged 2734
		SP:Iteration 18Q (55151.570000 sec): 3 clusters
  Score: Raw -17457614.721934 + Penalty 13570.658029 = -17444044.063905
  nChanged 1987
		SP:Iteration 19Q (55152.010000 sec): 3 clusters
  Score: Raw -17459092.237649 + Penalty 13570.658029 = -17445521.579620
  nChanged 1349
		SP:Iteration 20F (55152.470000 sec): 3 clusters
  Score: Raw -17460065.127341 + Penalty 13570.658029 = -17446494.469311
  nChanged 907
		SP:Iteration 21Q (55152.880000 sec): 3 clusters
  Score: Raw -17460705.111906 + Penalty 13570.658029 = -17447134.453877
  nChanged 568
		SP:Iteration 22Q (55153.270000 sec): 3 clusters
  Score: Raw -17461089.735602 + Penalty 13570.658029 = -17447519.077573
  nChanged 317
		SP:Iteration 23Q (55153.650000 sec): 3 clusters
  Score: Raw -17461308.757731 + Penalty 13570.658029 = -17447738.099702
  nChanged 213
		SP:Iteration 24Q (55154.010000 sec): 3 clusters
  Score: Raw -17461453.523562 + Penalty 13570.658029 = -17447882.865532
  nChanged 147
		SP:Iteration 25Q (55154.380000 sec): 3 clusters
  Score: Raw -17461555.754789 + Penalty 13570.658029 = -17447985.096759
  nChanged 106
		SP:Iteration 26Q (55154.730000 sec): 3 clusters
  Score: Raw -17461629.794684 + Penalty 13570.658029 = -17448059.136655
  nChanged 75
		SP:Iteration 27Q (55155.090000 sec): 3 clusters
  Score: Raw -17461684.366659 + Penalty 13570.658029 = -17448113.708629
  nChanged 47
		SP:Iteration 28Q (55155.440000 sec): 3 clusters
  Score: Raw -17461717.170840 + Penalty 13570.658029 = -17448146.512811
  nChanged 37
		SP:Iteration 29Q (55155.790000 sec): 3 clusters
  Score: Raw -17461746.309367 + Penalty 13570.658029 = -17448175.651337
  nChanged 46
		SP:Iteration 30Q (55156.140000 sec): 3 clusters
  Score: Raw -17461780.279235 + Penalty 13570.658029 = -17448209.621205
  nChanged 32
		SP:Iteration 31Q (55156.490000 sec): 3 clusters
  Score: Raw -17461803.470421 + Penalty 13570.658029 = -17448232.812392
  nChanged 17
		SP:Iteration 32Q (55156.840000 sec): 3 clusters
  Score: Raw -17461816.423203 + Penalty 13570.658029 = -17448245.765174
  nChanged 16
		SP:Iteration 33Q (55157.180000 sec): 3 clusters
  Score: Raw -17461827.683358 + Penalty 13570.658029 = -17448257.025329
  nChanged 14
		SP:Iteration 34Q (55157.530000 sec): 3 clusters
  Score: Raw -17461837.715667 + Penalty 13570.658029 = -17448267.057637
  nChanged 10
		SP:Iteration 35Q (55157.870000 sec): 3 clusters
  Score: Raw -17461845.211853 + Penalty 13570.658029 = -17448274.553824
  nChanged 9
		SP:Iteration 36Q (55158.210000 sec): 3 clusters
  Score: Raw -17461852.709805 + Penalty 13570.658029 = -17448282.051776
  nChanged 12
		SP:Iteration 37Q (55158.560000 sec): 3 clusters
  Score: Raw -17461863.152751 + Penalty 13570.658029 = -17448292.494722
  nChanged 7
		SP:Iteration 38Q (55158.900000 sec): 3 clusters
  Score: Raw -17461869.245976 + Penalty 13570.658029 = -17448298.587947
  nChanged 8
		SP:Iteration 39Q (55159.250000 sec): 3 clusters
  Score: Raw -17461875.538467 + Penalty 13570.658029 = -17448304.880438
  nChanged 7
		SP:Iteration 40F (55159.710000 sec): 3 clusters
  Score: Raw -17461879.678510 + Penalty 13570.658029 = -17448309.020481
  nChanged 6
		SP:Iteration 41Q (55160.060000 sec): 3 clusters
  Score: Raw -17461883.976405 + Penalty 13570.658029 = -17448313.318376
  nChanged 5
		SP:Iteration 42Q (55160.400000 sec): 3 clusters
  Score: Raw -17461886.509294 + Penalty 13570.658029 = -17448315.851265
  nChanged 3
		SP:Iteration 43Q (55160.740000 sec): 3 clusters
  Score: Raw -17461888.705723 + Penalty 13570.658029 = -17448318.047694
  nChanged 3
		SP:Iteration 44Q (55161.090000 sec): 3 clusters
  Score: Raw -17461890.411814 + Penalty 13570.658029 = -17448319.753784
  nChanged 3
		SP:Iteration 45Q (55161.430000 sec): 3 clusters
  Score: Raw -17461892.285990 + Penalty 13570.658029 = -17448321.627961
  nChanged 3
		SP:Iteration 46Q (55161.770000 sec): 3 clusters
  Score: Raw -17461894.187825 + Penalty 13570.658029 = -17448323.529796
  nChanged 3
		SP:Iteration 47Q (55162.130000 sec): 3 clusters
  Score: Raw -17461896.232392 + Penalty 13570.658029 = -17448325.574362
  nChanged 1
		SP:Iteration 48Q (55162.490000 sec): 3 clusters
  Score: Raw -17461896.900698 + Penalty 13570.658029 = -17448326.242669
  nChanged 2
		SP:Iteration 49Q (55162.850000 sec): 3 clusters
  Score: Raw -17461899.180260 + Penalty 13570.658029 = -17448328.522231
  nChanged 4
		SP:Iteration 50Q (55163.190000 sec): 3 clusters
  Score: Raw -17461901.466306 + Penalty 13570.658029 = -17448330.808276
  nChanged 2
		SP:Iteration 51Q (55163.540000 sec): 3 clusters
  Score: Raw -17461902.625940 + Penalty 13570.658029 = -17448331.967911
  nChanged 2
		SP:Iteration 52Q (55163.880000 sec): 3 clusters
  Score: Raw -17461903.736089 + Penalty 13570.658029 = -17448333.078059
  nChanged 1
		SP:Iteration 53Q (55164.230000 sec): 3 clusters
  Score: Raw -17461904.209358 + Penalty 13570.658029 = -17448333.551329
  nChanged 0
		SP:Iteration 54F (55164.690000 sec): 3 clusters
  Score: Raw -17461904.209358 + Penalty 13570.658029 = -17448333.551329
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (56191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55165.030000 sec): 2 clusters
  Score: Raw -14953065.210326 + Penalty 6698.613527 = -14946366.596799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55165.440000 sec): 3 clusters
  Score: Raw -14920058.162493 + Penalty 13397.227054 = -14906660.935440
  nChanged 24838
		SP:Iteration 1F (55165.850000 sec): 3 clusters
  Score: Raw -14933342.511316 + Penalty 13397.227054 = -14919945.284262
  nChanged 2832
		SP:Iteration 2F (55166.250000 sec): 3 clusters
  Score: Raw -14934266.106455 + Penalty 13397.227054 = -14920868.879401
  nChanged 2347
		SP:Iteration 3Q (55166.670000 sec): 3 clusters
  Score: Raw -14934950.630284 + Penalty 13397.227054 = -14921553.403230
  nChanged 1951
		SP:Iteration 4Q (55167.080000 sec): 3 clusters
  Score: Raw -14935509.003601 + Penalty 13397.227054 = -14922111.776547
  nChanged 1753
		SP:Iteration 5Q (55167.490000 sec): 3 clusters
  Score: Raw -14935998.479044 + Penalty 13397.227054 = -14922601.251990
  nChanged 1568
		SP:Iteration 6Q (55167.900000 sec): 3 clusters
  Score: Raw -14936449.630968 + Penalty 13397.227054 = -14923052.403914
  nChanged 1560
		SP:Iteration 7Q (55168.310000 sec): 3 clusters
  Score: Raw -14936935.594900 + Penalty 13397.227054 = -14923538.367846
  nChanged 1695
		SP:Iteration 8Q (55168.720000 sec): 3 clusters
  Score: Raw -14937569.824424 + Penalty 13397.227054 = -14924172.597371
  nChanged 1965
		SP:Iteration 9Q (55169.130000 sec): 3 clusters
  Score: Raw -14938392.054872 + Penalty 13397.227054 = -14924994.827818
  nChanged 2395
		SP:Iteration 10Q (55169.540000 sec): 3 clusters
  Score: Raw -14939572.070041 + Penalty 13397.227054 = -14926174.842987
  nChanged 2952
		SP:Iteration 11F (55169.940000 sec): 3 clusters
  Score: Raw -14941339.602874 + Penalty 13397.227054 = -14927942.375820
  nChanged 3431
		SP:Iteration 12F (55170.350000 sec): 3 clusters
  Score: Raw -14943820.586126 + Penalty 13397.227054 = -14930423.359072
  nChanged 3631
		SP:Iteration 13F (55170.750000 sec): 3 clusters
  Score: Raw -14946788.312433 + Penalty 13397.227054 = -14933391.085379
  nChanged 3170
		SP:Iteration 14F (55171.150000 sec): 3 clusters
  Score: Raw -14949597.495464 + Penalty 13397.227054 = -14936200.268411
  nChanged 2189
		SP:Iteration 15Q (55171.520000 sec): 3 clusters
  Score: Raw -14951627.193589 + Penalty 13397.227054 = -14938229.966535
  nChanged 1120
		SP:Iteration 16Q (55171.870000 sec): 3 clusters
  Score: Raw -14952667.173742 + Penalty 13397.227054 = -14939269.946688
  nChanged 528
		SP:Iteration 17Q (55172.190000 sec): 3 clusters
  Score: Raw -14953192.708816 + Penalty 13397.227054 = -14939795.481762
  nChanged 254
		SP:Iteration 18Q (55172.500000 sec): 3 clusters
  Score: Raw -14953457.600052 + Penalty 13397.227054 = -14940060.372998
  nChanged 130
		SP:Iteration 19Q (55172.800000 sec): 3 clusters
  Score: Raw -14953615.529470 + Penalty 13397.227054 = -14940218.302416
  nChanged 85
		SP:Iteration 20F (55173.200000 sec): 3 clusters
  Score: Raw -14953711.313118 + Penalty 13397.227054 = -14940314.086064
  nChanged 51
		SP:Iteration 21Q (55173.490000 sec): 3 clusters
  Score: Raw -14953767.306210 + Penalty 13397.227054 = -14940370.079156
  nChanged 30
		SP:Iteration 22Q (55173.770000 sec): 3 clusters
  Score: Raw -14953802.002598 + Penalty 13397.227054 = -14940404.775544
  nChanged 21
		SP:Iteration 23Q (55174.060000 sec): 3 clusters
  Score: Raw -14953830.035329 + Penalty 13397.227054 = -14940432.808275
  nChanged 15
		SP:Iteration 24Q (55174.340000 sec): 3 clusters
  Score: Raw -14953845.726255 + Penalty 13397.227054 = -14940448.499201
  nChanged 5
		SP:Iteration 25Q (55174.630000 sec): 3 clusters
  Score: Raw -14953853.246804 + Penalty 13397.227054 = -14940456.019750
  nChanged 5
		SP:Iteration 26Q (55174.910000 sec): 3 clusters
  Score: Raw -14953859.387024 + Penalty 13397.227054 = -14940462.159970
  nChanged 1
		SP:Iteration 27Q (55175.190000 sec): 3 clusters
  Score: Raw -14953860.993089 + Penalty 13397.227054 = -14940463.766035
  nChanged 0
		SP:Iteration 28F (55175.600000 sec): 3 clusters
  Score: Raw -14953860.993089 + Penalty 13397.227054 = -14940463.766035
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55175.640000 sec): 2 clusters
  Score: Raw -208020.336749 + Penalty 4142.171823 = -203878.164926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55175.640000 sec): 3 clusters
  Score: Raw -208449.034497 + Penalty 8284.343646 = -200164.690851
  nChanged 171
		SP:Iteration 1F (55175.650000 sec): 3 clusters
  Score: Raw -209251.478202 + Penalty 8284.343646 = -200967.134556
  nChanged 78
		SP:Iteration 2F (55175.660000 sec): 3 clusters
  Score: Raw -209943.375041 + Penalty 8284.343646 = -201659.031395
  nChanged 58
		SP:Iteration 3F (55175.660000 sec): 3 clusters
  Score: Raw -210342.464993 + Penalty 8284.343646 = -202058.121347
  nChanged 42
		SP:Iteration 4Q (55175.670000 sec): 3 clusters
  Score: Raw -210739.605809 + Penalty 8284.343646 = -202455.262163
  nChanged 37
		SP:Iteration 5Q (55175.670000 sec): 3 clusters
  Score: Raw -211027.361373 + Penalty 8284.343646 = -202743.017727
  nChanged 24
		SP:Iteration 6Q (55175.680000 sec): 3 clusters
  Score: Raw -211160.360989 + Penalty 8284.343646 = -202876.017343
  nChanged 11
		SP:Iteration 7Q (55175.680000 sec): 3 clusters
  Score: Raw -211206.211976 + Penalty 8284.343646 = -202921.868330
  nChanged 3
		SP:Iteration 8Q (55175.690000 sec): 3 clusters
  Score: Raw -211216.606181 + Penalty 8284.343646 = -202932.262535
  nChanged 1
		SP:Iteration 9Q (55175.690000 sec): 3 clusters
  Score: Raw -211218.563351 + Penalty 8284.343646 = -202934.219705
  nChanged 0
		SP:Iteration 10F (55175.700000 sec): 3 clusters
  Score: Raw -211218.563351 + Penalty 8284.343646 = -202934.219705
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55175.710000 sec): 2 clusters
  Score: Raw -449371.437399 + Penalty 4572.713877 = -444798.723521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55175.730000 sec): 3 clusters
  Score: Raw -449143.149228 + Penalty 9145.427755 = -439997.721473
  nChanged 387
		SP:Iteration 1F (55175.740000 sec): 3 clusters
  Score: Raw -449648.134064 + Penalty 9145.427755 = -440502.706309
  nChanged 82
		SP:Iteration 2Q (55175.750000 sec): 3 clusters
  Score: Raw -449811.086204 + Penalty 9145.427755 = -440665.658449
  nChanged 53
		SP:Iteration 3Q (55175.760000 sec): 3 clusters
  Score: Raw -449918.166603 + Penalty 9145.427755 = -440772.738848
  nChanged 28
		SP:Iteration 4Q (55175.780000 sec): 3 clusters
  Score: Raw -449968.346233 + Penalty 9145.427755 = -440822.918478
  nChanged 29
		SP:Iteration 5Q (55175.790000 sec): 3 clusters
  Score: Raw -450028.918097 + Penalty 9145.427755 = -440883.490342
  nChanged 22
		SP:Iteration 6Q (55175.800000 sec): 3 clusters
  Score: Raw -450071.298986 + Penalty 9145.427755 = -440925.871231
  nChanged 9
		SP:Iteration 7Q (55175.810000 sec): 3 clusters
  Score: Raw -450085.264461 + Penalty 9145.427755 = -440939.836706
  nChanged 5
		SP:Iteration 8Q (55175.820000 sec): 3 clusters
  Score: Raw -450091.522239 + Penalty 9145.427755 = -440946.094484
  nChanged 5
		SP:Iteration 9Q (55175.840000 sec): 3 clusters
  Score: Raw -450099.759103 + Penalty 9145.427755 = -440954.331348
  nChanged 5
		SP:Iteration 10Q (55175.850000 sec): 3 clusters
  Score: Raw -450108.826531 + Penalty 9145.427755 = -440963.398776
  nChanged 7
		SP:Iteration 11Q (55175.860000 sec): 3 clusters
  Score: Raw -450117.591314 + Penalty 9145.427755 = -440972.163559
  nChanged 5
		SP:Iteration 12Q (55175.870000 sec): 3 clusters
  Score: Raw -450129.308080 + Penalty 9145.427755 = -440983.880325
  nChanged 5
		SP:Iteration 13Q (55175.880000 sec): 3 clusters
  Score: Raw -450154.187589 + Penalty 9145.427755 = -441008.759835
  nChanged 4
		SP:Iteration 14Q (55175.900000 sec): 3 clusters
  Score: Raw -450180.721077 + Penalty 9145.427755 = -441035.293322
  nChanged 8
		SP:Iteration 15Q (55175.910000 sec): 3 clusters
  Score: Raw -450197.965071 + Penalty 9145.427755 = -441052.537316
  nChanged 7
		SP:Iteration 16Q (55175.920000 sec): 3 clusters
  Score: Raw -450214.392579 + Penalty 9145.427755 = -441068.964824
  nChanged 5
		SP:Iteration 17Q (55175.930000 sec): 3 clusters
  Score: Raw -450223.177289 + Penalty 9145.427755 = -441077.749534
  nChanged 3
		SP:Iteration 18Q (55175.940000 sec): 3 clusters
  Score: Raw -450227.753941 + Penalty 9145.427755 = -441082.326187
  nChanged 3
		SP:Iteration 19Q (55175.960000 sec): 3 clusters
  Score: Raw -450233.871176 + Penalty 9145.427755 = -441088.443421
  nChanged 1
		SP:Iteration 20F (55175.970000 sec): 3 clusters
  Score: Raw -450234.693716 + Penalty 9145.427755 = -441089.265961
  nChanged 1
		SP:Iteration 21Q (55175.980000 sec): 3 clusters
  Score: Raw -450236.179912 + Penalty 9145.427755 = -441090.752157
  nChanged 3
		SP:Iteration 22Q (55176.000000 sec): 3 clusters
  Score: Raw -450239.893086 + Penalty 9145.427755 = -441094.465331
  nChanged 1
		SP:Iteration 23Q (55176.010000 sec): 3 clusters
  Score: Raw -450241.994550 + Penalty 9145.427755 = -441096.566795
  nChanged 2
		SP:Iteration 24Q (55176.020000 sec): 3 clusters
  Score: Raw -450244.354647 + Penalty 9145.427755 = -441098.926892
  nChanged 3
		SP:Iteration 25Q (55176.030000 sec): 3 clusters
  Score: Raw -450248.962519 + Penalty 9145.427755 = -441103.534764
  nChanged 2
		SP:Iteration 26Q (55176.040000 sec): 3 clusters
  Score: Raw -450251.663174 + Penalty 9145.427755 = -441106.235419
  nChanged 3
		SP:Iteration 27Q (55176.050000 sec): 3 clusters
  Score: Raw -450256.063531 + Penalty 9145.427755 = -441110.635776
  nChanged 3
		SP:Iteration 28Q (55176.060000 sec): 3 clusters
  Score: Raw -450262.101419 + Penalty 9145.427755 = -441116.673664
  nChanged 3
		SP:Iteration 29Q (55176.080000 sec): 3 clusters
  Score: Raw -450265.893099 + Penalty 9145.427755 = -441120.465344
  nChanged 2
		SP:Iteration 30Q (55176.090000 sec): 3 clusters
  Score: Raw -450267.586879 + Penalty 9145.427755 = -441122.159124
  nChanged 2
		SP:Iteration 31Q (55176.100000 sec): 3 clusters
  Score: Raw -450271.648961 + Penalty 9145.427755 = -441126.221206
  nChanged 2
		SP:Iteration 32Q (55176.110000 sec): 3 clusters
  Score: Raw -450285.421649 + Penalty 9145.427755 = -441139.993894
  nChanged 5
		SP:Iteration 33Q (55176.120000 sec): 3 clusters
  Score: Raw -450294.726197 + Penalty 9145.427755 = -441149.298442
  nChanged 4
		SP:Iteration 34Q (55176.140000 sec): 3 clusters
  Score: Raw -450299.577380 + Penalty 9145.427755 = -441154.149625
  nChanged 0
		SP:Iteration 35F (55176.150000 sec): 3 clusters
  Score: Raw -450299.577380 + Penalty 9145.427755 = -441154.149625
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55176.160000 sec): 2 clusters
  Score: Raw -134477.176587 + Penalty 3840.980415 = -130636.196173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55176.160000 sec): 3 clusters
  Score: Raw -134885.720617 + Penalty 7681.960829 = -127203.759788
  nChanged 47
		SP:Iteration 1F (55176.170000 sec): 3 clusters
  Score: Raw -135071.930434 + Penalty 7681.960829 = -127389.969605
  nChanged 15
		SP:Iteration 2Q (55176.170000 sec): 3 clusters
  Score: Raw -135170.430332 + Penalty 7681.960829 = -127488.469503
  nChanged 12
		SP:Iteration 3Q (55176.180000 sec): 3 clusters
  Score: Raw -135223.744478 + Penalty 7681.960829 = -127541.783649
  nChanged 4
		SP:Iteration 4Q (55176.180000 sec): 3 clusters
  Score: Raw -135243.825216 + Penalty 7681.960829 = -127561.864387
  nChanged 4
		SP:Iteration 5Q (55176.180000 sec): 3 clusters
  Score: Raw -135266.891688 + Penalty 7681.960829 = -127584.930858
  nChanged 2
		SP:Iteration 6Q (55176.190000 sec): 3 clusters
  Score: Raw -135281.649413 + Penalty 7681.960829 = -127599.688584
  nChanged 1
		SP:Iteration 7Q (55176.190000 sec): 3 clusters
  Score: Raw -135289.807061 + Penalty 7681.960829 = -127607.846232
  nChanged 1
		SP:Iteration 8Q (55176.200000 sec): 3 clusters
  Score: Raw -135291.139865 + Penalty 7681.960829 = -127609.179036
  nChanged 1
		SP:Iteration 9Q (55176.200000 sec): 3 clusters
  Score: Raw -135295.511877 + Penalty 7681.960829 = -127613.551048
  nChanged 1
		SP:Iteration 10Q (55176.200000 sec): 3 clusters
  Score: Raw -135301.187148 + Penalty 7681.960829 = -127619.226319
  nChanged 2
		SP:Iteration 11Q (55176.200000 sec): 3 clusters
  Score: Raw -135307.019047 + Penalty 7681.960829 = -127625.058218
  nChanged 0
		SP:Iteration 12F (55176.210000 sec): 3 clusters
  Score: Raw -135307.019047 + Penalty 7681.960829 = -127625.058218
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55176.330000 sec): 2 clusters
  Score: Raw -4670489.641422 + Penalty 5992.924249 = -4664496.717173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55176.460000 sec): 3 clusters
  Score: Raw -4661340.301608 + Penalty 11985.848499 = -4649354.453109
  nChanged 7174
		SP:Iteration 1F (55176.590000 sec): 3 clusters
  Score: Raw -4665163.525454 + Penalty 11985.848499 = -4653177.676955
  nChanged 1248
		SP:Iteration 2F (55176.720000 sec): 3 clusters
  Score: Raw -4665793.808811 + Penalty 11985.848499 = -4653807.960312
  nChanged 902
		SP:Iteration 3F (55176.840000 sec): 3 clusters
  Score: Raw -4666248.650108 + Penalty 11985.848499 = -4654262.801609
  nChanged 717
		SP:Iteration 4Q (55176.980000 sec): 3 clusters
  Score: Raw -4666579.215433 + Penalty 11985.848499 = -4654593.366934
  nChanged 636
		SP:Iteration 5Q (55177.100000 sec): 3 clusters
  Score: Raw -4666868.703686 + Penalty 11985.848499 = -4654882.855187
  nChanged 562
		SP:Iteration 6Q (55177.240000 sec): 3 clusters
  Score: Raw -4667148.931031 + Penalty 11985.848499 = -4655163.082532
  nChanged 594
		SP:Iteration 7Q (55177.360000 sec): 3 clusters
  Score: Raw -4667471.140733 + Penalty 11985.848499 = -4655485.292234
  nChanged 614
		SP:Iteration 8Q (55177.490000 sec): 3 clusters
  Score: Raw -4667814.790447 + Penalty 11985.848499 = -4655828.941948
  nChanged 613
		SP:Iteration 9Q (55177.620000 sec): 3 clusters
  Score: Raw -4668174.073118 + Penalty 11985.848499 = -4656188.224619
  nChanged 648
		SP:Iteration 10Q (55177.750000 sec): 3 clusters
  Score: Raw -4668556.324166 + Penalty 11985.848499 = -4656570.475667
  nChanged 627
		SP:Iteration 11Q (55177.880000 sec): 3 clusters
  Score: Raw -4668921.178459 + Penalty 11985.848499 = -4656935.329960
  nChanged 616
		SP:Iteration 12Q (55178.010000 sec): 3 clusters
  Score: Raw -4669287.035215 + Penalty 11985.848499 = -4657301.186716
  nChanged 564
		SP:Iteration 13Q (55178.140000 sec): 3 clusters
  Score: Raw -4669603.404548 + Penalty 11985.848499 = -4657617.556049
  nChanged 522
		SP:Iteration 14Q (55178.260000 sec): 3 clusters
  Score: Raw -4669915.205734 + Penalty 11985.848499 = -4657929.357235
  nChanged 507
		SP:Iteration 15Q (55178.390000 sec): 3 clusters
  Score: Raw -4670222.813834 + Penalty 11985.848499 = -4658236.965335
  nChanged 444
		SP:Iteration 16Q (55178.520000 sec): 3 clusters
  Score: Raw -4670476.724663 + Penalty 11985.848499 = -4658490.876164
  nChanged 364
		SP:Iteration 17Q (55178.640000 sec): 3 clusters
  Score: Raw -4670690.653684 + Penalty 11985.848499 = -4658704.805185
  nChanged 334
		SP:Iteration 18Q (55178.770000 sec): 3 clusters
  Score: Raw -4670889.035274 + Penalty 11985.848499 = -4658903.186775
  nChanged 293
		SP:Iteration 19Q (55178.890000 sec): 3 clusters
  Score: Raw -4671060.213209 + Penalty 11985.848499 = -4659074.364710
  nChanged 243
		SP:Iteration 20F (55179.020000 sec): 3 clusters
  Score: Raw -4671174.147557 + Penalty 11985.848499 = -4659188.299058
  nChanged 214
		SP:Iteration 21Q (55179.140000 sec): 3 clusters
  Score: Raw -4671272.082264 + Penalty 11985.848499 = -4659286.233765
  nChanged 183
		SP:Iteration 22Q (55179.260000 sec): 3 clusters
  Score: Raw -4671361.046472 + Penalty 11985.848499 = -4659375.197973
  nChanged 158
		SP:Iteration 23Q (55179.380000 sec): 3 clusters
  Score: Raw -4671430.087562 + Penalty 11985.848499 = -4659444.239063
  nChanged 125
		SP:Iteration 24Q (55179.500000 sec): 3 clusters
  Score: Raw -4671486.357906 + Penalty 11985.848499 = -4659500.509407
  nChanged 119
		SP:Iteration 25Q (55179.620000 sec): 3 clusters
  Score: Raw -4671535.537910 + Penalty 11985.848499 = -4659549.689411
  nChanged 103
		SP:Iteration 26Q (55179.730000 sec): 3 clusters
  Score: Raw -4671572.257552 + Penalty 11985.848499 = -4659586.409053
  nChanged 89
		SP:Iteration 27Q (55179.850000 sec): 3 clusters
  Score: Raw -4671599.953615 + Penalty 11985.848499 = -4659614.105116
  nChanged 68
		SP:Iteration 28Q (55179.970000 sec): 3 clusters
  Score: Raw -4671621.651367 + Penalty 11985.848499 = -4659635.802868
  nChanged 63
		SP:Iteration 29Q (55180.090000 sec): 3 clusters
  Score: Raw -4671644.061391 + Penalty 11985.848499 = -4659658.212892
  nChanged 62
		SP:Iteration 30Q (55180.210000 sec): 3 clusters
  Score: Raw -4671667.587686 + Penalty 11985.848499 = -4659681.739187
  nChanged 64
		SP:Iteration 31Q (55180.330000 sec): 3 clusters
  Score: Raw -4671690.099105 + Penalty 11985.848499 = -4659704.250606
  nChanged 57
		SP:Iteration 32Q (55180.450000 sec): 3 clusters
  Score: Raw -4671708.236472 + Penalty 11985.848499 = -4659722.387973
  nChanged 52
		SP:Iteration 33Q (55180.560000 sec): 3 clusters
  Score: Raw -4671723.222701 + Penalty 11985.848499 = -4659737.374202
  nChanged 40
		SP:Iteration 34Q (55180.680000 sec): 3 clusters
  Score: Raw -4671733.507726 + Penalty 11985.848499 = -4659747.659227
  nChanged 29
		SP:Iteration 35Q (55180.800000 sec): 3 clusters
  Score: Raw -4671741.467286 + Penalty 11985.848499 = -4659755.618787
  nChanged 21
		SP:Iteration 36Q (55180.920000 sec): 3 clusters
  Score: Raw -4671747.568294 + Penalty 11985.848499 = -4659761.719795
  nChanged 27
		SP:Iteration 37Q (55181.030000 sec): 3 clusters
  Score: Raw -4671753.610184 + Penalty 11985.848499 = -4659767.761685
  nChanged 22
		SP:Iteration 38Q (55181.150000 sec): 3 clusters
  Score: Raw -4671759.321853 + Penalty 11985.848499 = -4659773.473354
  nChanged 24
		SP:Iteration 39Q (55181.260000 sec): 3 clusters
  Score: Raw -4671764.605585 + Penalty 11985.848499 = -4659778.757086
  nChanged 17
		SP:Iteration 40F (55181.390000 sec): 3 clusters
  Score: Raw -4671768.633185 + Penalty 11985.848499 = -4659782.784686
  nChanged 15
		SP:Iteration 41Q (55181.500000 sec): 3 clusters
  Score: Raw -4671772.323503 + Penalty 11985.848499 = -4659786.475004
  nChanged 13
		SP:Iteration 42Q (55181.610000 sec): 3 clusters
  Score: Raw -4671776.443976 + Penalty 11985.848499 = -4659790.595477
  nChanged 14
		SP:Iteration 43Q (55181.730000 sec): 3 clusters
  Score: Raw -4671780.117783 + Penalty 11985.848499 = -4659794.269284
  nChanged 10
		SP:Iteration 44Q (55181.840000 sec): 3 clusters
  Score: Raw -4671782.229056 + Penalty 11985.848499 = -4659796.380557
  nChanged 8
		SP:Iteration 45Q (55181.950000 sec): 3 clusters
  Score: Raw -4671784.143496 + Penalty 11985.848499 = -4659798.294997
  nChanged 7
		SP:Iteration 46Q (55182.070000 sec): 3 clusters
  Score: Raw -4671785.793678 + Penalty 11985.848499 = -4659799.945179
  nChanged 7
		SP:Iteration 47Q (55182.180000 sec): 3 clusters
  Score: Raw -4671787.513470 + Penalty 11985.848499 = -4659801.664971
  nChanged 7
		SP:Iteration 48Q (55182.300000 sec): 3 clusters
  Score: Raw -4671789.424957 + Penalty 11985.848499 = -4659803.576458
  nChanged 3
		SP:Iteration 49Q (55182.410000 sec): 3 clusters
  Score: Raw -4671790.102551 + Penalty 11985.848499 = -4659804.254052
  nChanged 2
		SP:Iteration 50Q (55182.520000 sec): 3 clusters
  Score: Raw -4671790.543550 + Penalty 11985.848499 = -4659804.695051
  nChanged 2
		SP:Iteration 51Q (55182.640000 sec): 3 clusters
  Score: Raw -4671790.756733 + Penalty 11985.848499 = -4659804.908234
  nChanged 1
		SP:Iteration 52Q (55182.750000 sec): 3 clusters
  Score: Raw -4671790.992849 + Penalty 11985.848499 = -4659805.144350
  nChanged 0
		SP:Iteration 53F (55182.880000 sec): 3 clusters
  Score: Raw -4671790.992849 + Penalty 11985.848499 = -4659805.144350
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55182.920000 sec): 2 clusters
  Score: Raw -905643.208054 + Penalty 5026.532464 = -900616.675591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55182.940000 sec): 3 clusters
  Score: Raw -904543.073410 + Penalty 10053.064928 = -894490.008483
  nChanged 1048
		SP:Iteration 1F (55182.970000 sec): 3 clusters
  Score: Raw -905670.518617 + Penalty 10053.064928 = -895617.453690
  nChanged 335
		SP:Iteration 2F (55183.000000 sec): 3 clusters
  Score: Raw -906300.727393 + Penalty 10053.064928 = -896247.662465
  nChanged 273
		SP:Iteration 3F (55183.020000 sec): 3 clusters
  Score: Raw -906822.867919 + Penalty 10053.064928 = -896769.802991
  nChanged 200
		SP:Iteration 4F (55183.050000 sec): 3 clusters
  Score: Raw -907141.161756 + Penalty 10053.064928 = -897088.096829
  nChanged 138
		SP:Iteration 5Q (55183.070000 sec): 3 clusters
  Score: Raw -907350.067509 + Penalty 10053.064928 = -897297.002581
  nChanged 116
		SP:Iteration 6Q (55183.100000 sec): 3 clusters
  Score: Raw -907510.863651 + Penalty 10053.064928 = -897457.798723
  nChanged 81
		SP:Iteration 7Q (55183.120000 sec): 3 clusters
  Score: Raw -907612.973505 + Penalty 10053.064928 = -897559.908577
  nChanged 57
		SP:Iteration 8Q (55183.140000 sec): 3 clusters
  Score: Raw -907700.860136 + Penalty 10053.064928 = -897647.795208
  nChanged 49
		SP:Iteration 9Q (55183.170000 sec): 3 clusters
  Score: Raw -907778.939616 + Penalty 10053.064928 = -897725.874689
  nChanged 46
		SP:Iteration 10Q (55183.190000 sec): 3 clusters
  Score: Raw -907825.302934 + Penalty 10053.064928 = -897772.238007
  nChanged 29
		SP:Iteration 11Q (55183.210000 sec): 3 clusters
  Score: Raw -907868.251939 + Penalty 10053.064928 = -897815.187012
  nChanged 28
		SP:Iteration 12Q (55183.240000 sec): 3 clusters
  Score: Raw -907895.862406 + Penalty 10053.064928 = -897842.797478
  nChanged 16
		SP:Iteration 13Q (55183.260000 sec): 3 clusters
  Score: Raw -907923.093485 + Penalty 10053.064928 = -897870.028557
  nChanged 15
		SP:Iteration 14Q (55183.280000 sec): 3 clusters
  Score: Raw -907941.922291 + Penalty 10053.064928 = -897888.857363
  nChanged 18
		SP:Iteration 15Q (55183.300000 sec): 3 clusters
  Score: Raw -907960.610719 + Penalty 10053.064928 = -897907.545791
  nChanged 13
		SP:Iteration 16Q (55183.330000 sec): 3 clusters
  Score: Raw -907971.654096 + Penalty 10053.064928 = -897918.589168
  nChanged 11
		SP:Iteration 17Q (55183.350000 sec): 3 clusters
  Score: Raw -907981.588592 + Penalty 10053.064928 = -897928.523664
  nChanged 9
		SP:Iteration 18Q (55183.380000 sec): 3 clusters
  Score: Raw -907989.471923 + Penalty 10053.064928 = -897936.406996
  nChanged 9
		SP:Iteration 19Q (55183.400000 sec): 3 clusters
  Score: Raw -907996.497892 + Penalty 10053.064928 = -897943.432965
  nChanged 7
		SP:Iteration 20F (55183.420000 sec): 3 clusters
  Score: Raw -908003.811937 + Penalty 10053.064928 = -897950.747009
  nChanged 9
		SP:Iteration 21Q (55183.450000 sec): 3 clusters
  Score: Raw -908014.152538 + Penalty 10053.064928 = -897961.087611
  nChanged 15
		SP:Iteration 22Q (55183.470000 sec): 3 clusters
  Score: Raw -908028.178790 + Penalty 10053.064928 = -897975.113863
  nChanged 7
		SP:Iteration 23Q (55183.490000 sec): 3 clusters
  Score: Raw -908034.329275 + Penalty 10053.064928 = -897981.264348
  nChanged 7
		SP:Iteration 24Q (55183.520000 sec): 3 clusters
  Score: Raw -908039.579768 + Penalty 10053.064928 = -897986.514840
  nChanged 7
		SP:Iteration 25Q (55183.540000 sec): 3 clusters
  Score: Raw -908046.331439 + Penalty 10053.064928 = -897993.266512
  nChanged 6
		SP:Iteration 26Q (55183.560000 sec): 3 clusters
  Score: Raw -908052.175975 + Penalty 10053.064928 = -897999.111047
  nChanged 4
		SP:Iteration 27Q (55183.580000 sec): 3 clusters
  Score: Raw -908055.921774 + Penalty 10053.064928 = -898002.856846
  nChanged 1
		SP:Iteration 28Q (55183.610000 sec): 3 clusters
  Score: Raw -908056.378050 + Penalty 10053.064928 = -898003.313122
  nChanged 2
		SP:Iteration 29Q (55183.630000 sec): 3 clusters
  Score: Raw -908057.753940 + Penalty 10053.064928 = -898004.689013
  nChanged 1
		SP:Iteration 30Q (55183.650000 sec): 3 clusters
  Score: Raw -908058.675703 + Penalty 10053.064928 = -898005.610776
  nChanged 1
		SP:Iteration 31Q (55183.680000 sec): 3 clusters
  Score: Raw -908059.536917 + Penalty 10053.064928 = -898006.471989
  nChanged 1
		SP:Iteration 32Q (55183.700000 sec): 3 clusters
  Score: Raw -908061.522511 + Penalty 10053.064928 = -898008.457583
  nChanged 0
		SP:Iteration 33F (55183.720000 sec): 3 clusters
  Score: Raw -908061.522511 + Penalty 10053.064928 = -898008.457583
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55183.740000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55183.750000 sec): 3 clusters
  Score: Raw -382069.506876 + Penalty 8912.086091 = -373157.420784
  nChanged 293
		SP:Iteration 1F (55183.760000 sec): 3 clusters
  Score: Raw -382714.291443 + Penalty 8912.086091 = -373802.205352
  nChanged 92
		SP:Iteration 2F (55183.770000 sec): 3 clusters
  Score: Raw -382993.019030 + Penalty 8912.086091 = -374080.932939
  nChanged 64
		SP:Iteration 3Q (55183.780000 sec): 3 clusters
  Score: Raw -383190.278936 + Penalty 8912.086091 = -374278.192845
  nChanged 40
		SP:Iteration 4Q (55183.790000 sec): 3 clusters
  Score: Raw -383296.006262 + Penalty 8912.086091 = -374383.920170
  nChanged 36
		SP:Iteration 5Q (55183.800000 sec): 3 clusters
  Score: Raw -383375.965067 + Penalty 8912.086091 = -374463.878976
  nChanged 26
		SP:Iteration 6Q (55183.810000 sec): 3 clusters
  Score: Raw -383449.266936 + Penalty 8912.086091 = -374537.180845
  nChanged 22
		SP:Iteration 7Q (55183.820000 sec): 3 clusters
  Score: Raw -383500.803698 + Penalty 8912.086091 = -374588.717607
  nChanged 21
		SP:Iteration 8Q (55183.840000 sec): 3 clusters
  Score: Raw -383540.009921 + Penalty 8912.086091 = -374627.923829
  nChanged 15
		SP:Iteration 9Q (55183.850000 sec): 3 clusters
  Score: Raw -383568.220961 + Penalty 8912.086091 = -374656.134870
  nChanged 13
		SP:Iteration 10Q (55183.850000 sec): 3 clusters
  Score: Raw -383591.693891 + Penalty 8912.086091 = -374679.607800
  nChanged 9
		SP:Iteration 11Q (55183.870000 sec): 3 clusters
  Score: Raw -383612.619716 + Penalty 8912.086091 = -374700.533625
  nChanged 6
		SP:Iteration 12Q (55183.870000 sec): 3 clusters
  Score: Raw -383626.514912 + Penalty 8912.086091 = -374714.428821
  nChanged 5
		SP:Iteration 13Q (55183.880000 sec): 3 clusters
  Score: Raw -383634.908033 + Penalty 8912.086091 = -374722.821941
  nChanged 3
		SP:Iteration 14Q (55183.890000 sec): 3 clusters
  Score: Raw -383642.369642 + Penalty 8912.086091 = -374730.283551
  nChanged 6
		SP:Iteration 15Q (55183.900000 sec): 3 clusters
  Score: Raw -383653.107488 + Penalty 8912.086091 = -374741.021397
  nChanged 1
		SP:Iteration 16Q (55183.910000 sec): 3 clusters
  Score: Raw -383655.089124 + Penalty 8912.086091 = -374743.003033
  nChanged 0
		SP:Iteration 17F (55183.920000 sec): 3 clusters
  Score: Raw -383655.089124 + Penalty 8912.086091 = -374743.003033
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55183.930000 sec): 2 clusters
  Score: Raw -336174.042380 + Penalty 4393.110053 = -331780.932327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55183.950000 sec): 3 clusters
  Score: Raw -336150.733489 + Penalty 8786.220107 = -327364.513382
  nChanged 254
		SP:Iteration 1F (55183.950000 sec): 3 clusters
  Score: Raw -336614.063218 + Penalty 8786.220107 = -327827.843111
  nChanged 55
		SP:Iteration 2Q (55183.960000 sec): 3 clusters
  Score: Raw -336744.200337 + Penalty 8786.220107 = -327957.980230
  nChanged 31
		SP:Iteration 3Q (55183.970000 sec): 3 clusters
  Score: Raw -336809.386280 + Penalty 8786.220107 = -328023.166173
  nChanged 15
		SP:Iteration 4Q (55183.980000 sec): 3 clusters
  Score: Raw -336837.803247 + Penalty 8786.220107 = -328051.583140
  nChanged 7
		SP:Iteration 5Q (55183.990000 sec): 3 clusters
  Score: Raw -336856.287617 + Penalty 8786.220107 = -328070.067510
  nChanged 3
		SP:Iteration 6Q (55184.000000 sec): 3 clusters
  Score: Raw -336862.802469 + Penalty 8786.220107 = -328076.582362
  nChanged 4
		SP:Iteration 7Q (55184.010000 sec): 3 clusters
  Score: Raw -336871.321649 + Penalty 8786.220107 = -328085.101542
  nChanged 4
		SP:Iteration 8Q (55184.020000 sec): 3 clusters
  Score: Raw -336878.851454 + Penalty 8786.220107 = -328092.631347
  nChanged 5
		SP:Iteration 9Q (55184.030000 sec): 3 clusters
  Score: Raw -336893.011904 + Penalty 8786.220107 = -328106.791797
  nChanged 2
		SP:Iteration 10Q (55184.040000 sec): 3 clusters
  Score: Raw -336897.911472 + Penalty 8786.220107 = -328111.691365
  nChanged 3
		SP:Iteration 11Q (55184.050000 sec): 3 clusters
  Score: Raw -336902.941020 + Penalty 8786.220107 = -328116.720913
  nChanged 1
		SP:Iteration 12Q (55184.050000 sec): 3 clusters
  Score: Raw -336904.137595 + Penalty 8786.220107 = -328117.917488
  nChanged 0
		SP:Iteration 13F (55184.070000 sec): 3 clusters
  Score: Raw -336904.137595 + Penalty 8786.220107 = -328117.917488
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55184.150000 sec): 2 clusters
  Score: Raw -3488213.469908 + Penalty 5821.004859 = -3482392.465049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55184.250000 sec): 3 clusters
  Score: Raw -3481676.704336 + Penalty 11642.009718 = -3470034.694619
  nChanged 5187
		SP:Iteration 1F (55184.350000 sec): 3 clusters
  Score: Raw -3484489.618957 + Penalty 11642.009718 = -3472847.609239
  nChanged 932
		SP:Iteration 2F (55184.440000 sec): 3 clusters
  Score: Raw -3484969.985861 + Penalty 11642.009718 = -3473327.976143
  nChanged 631
		SP:Iteration 3Q (55184.540000 sec): 3 clusters
  Score: Raw -3485272.050463 + Penalty 11642.009718 = -3473630.040746
  nChanged 475
		SP:Iteration 4Q (55184.640000 sec): 3 clusters
  Score: Raw -3485482.175149 + Penalty 11642.009718 = -3473840.165431
  nChanged 386
		SP:Iteration 5Q (55184.730000 sec): 3 clusters
  Score: Raw -3485672.434852 + Penalty 11642.009718 = -3474030.425134
  nChanged 339
		SP:Iteration 6Q (55184.830000 sec): 3 clusters
  Score: Raw -3485833.452343 + Penalty 11642.009718 = -3474191.442626
  nChanged 316
		SP:Iteration 7Q (55184.930000 sec): 3 clusters
  Score: Raw -3485987.452045 + Penalty 11642.009718 = -3474345.442327
  nChanged 306
		SP:Iteration 8Q (55185.030000 sec): 3 clusters
  Score: Raw -3486139.620402 + Penalty 11642.009718 = -3474497.610684
  nChanged 307
		SP:Iteration 9Q (55185.120000 sec): 3 clusters
  Score: Raw -3486299.675637 + Penalty 11642.009718 = -3474657.665919
  nChanged 299
		SP:Iteration 10Q (55185.220000 sec): 3 clusters
  Score: Raw -3486473.798189 + Penalty 11642.009718 = -3474831.788472
  nChanged 323
		SP:Iteration 11Q (55185.310000 sec): 3 clusters
  Score: Raw -3486651.078662 + Penalty 11642.009718 = -3475009.068945
  nChanged 346
		SP:Iteration 12Q (55185.410000 sec): 3 clusters
  Score: Raw -3486855.179250 + Penalty 11642.009718 = -3475213.169532
  nChanged 364
		SP:Iteration 13Q (55185.510000 sec): 3 clusters
  Score: Raw -3487081.386035 + Penalty 11642.009718 = -3475439.376317
  nChanged 373
		SP:Iteration 14Q (55185.600000 sec): 3 clusters
  Score: Raw -3487300.174022 + Penalty 11642.009718 = -3475658.164304
  nChanged 363
		SP:Iteration 15Q (55185.700000 sec): 3 clusters
  Score: Raw -3487543.961776 + Penalty 11642.009718 = -3475901.952058
  nChanged 424
		SP:Iteration 16Q (55185.790000 sec): 3 clusters
  Score: Raw -3487843.067253 + Penalty 11642.009718 = -3476201.057535
  nChanged 437
		SP:Iteration 17Q (55185.890000 sec): 3 clusters
  Score: Raw -3488127.922400 + Penalty 11642.009718 = -3476485.912682
  nChanged 420
		SP:Iteration 18Q (55185.980000 sec): 3 clusters
  Score: Raw -3488389.354905 + Penalty 11642.009718 = -3476747.345188
  nChanged 394
		SP:Iteration 19Q (55186.070000 sec): 3 clusters
  Score: Raw -3488631.996434 + Penalty 11642.009718 = -3476989.986717
  nChanged 375
		SP:Iteration 20F (55186.170000 sec): 3 clusters
  Score: Raw -3488885.181030 + Penalty 11642.009718 = -3477243.171313
  nChanged 384
		SP:Iteration 21Q (55186.260000 sec): 3 clusters
  Score: Raw -3489119.549164 + Penalty 11642.009718 = -3477477.539446
  nChanged 345
		SP:Iteration 22Q (55186.360000 sec): 3 clusters
  Score: Raw -3489330.440024 + Penalty 11642.009718 = -3477688.430306
  nChanged 322
		SP:Iteration 23Q (55186.450000 sec): 3 clusters
  Score: Raw -3489533.882454 + Penalty 11642.009718 = -3477891.872736
  nChanged 307
		SP:Iteration 24Q (55186.540000 sec): 3 clusters
  Score: Raw -3489708.106785 + Penalty 11642.009718 = -3478066.097067
  nChanged 260
		SP:Iteration 25Q (55186.630000 sec): 3 clusters
  Score: Raw -3489866.660018 + Penalty 11642.009718 = -3478224.650300
  nChanged 233
		SP:Iteration 26Q (55186.720000 sec): 3 clusters
  Score: Raw -3490010.055859 + Penalty 11642.009718 = -3478368.046141
  nChanged 216
		SP:Iteration 27Q (55186.810000 sec): 3 clusters
  Score: Raw -3490147.540402 + Penalty 11642.009718 = -3478505.530685
  nChanged 190
		SP:Iteration 28Q (55186.900000 sec): 3 clusters
  Score: Raw -3490255.920429 + Penalty 11642.009718 = -3478613.910712
  nChanged 172
		SP:Iteration 29Q (55186.990000 sec): 3 clusters
  Score: Raw -3490362.749961 + Penalty 11642.009718 = -3478720.740243
  nChanged 154
		SP:Iteration 30Q (55187.080000 sec): 3 clusters
  Score: Raw -3490452.916904 + Penalty 11642.009718 = -3478810.907186
  nChanged 129
		SP:Iteration 31Q (55187.160000 sec): 3 clusters
  Score: Raw -3490515.474137 + Penalty 11642.009718 = -3478873.464419
  nChanged 107
		SP:Iteration 32Q (55187.250000 sec): 3 clusters
  Score: Raw -3490562.784006 + Penalty 11642.009718 = -3478920.774288
  nChanged 82
		SP:Iteration 33Q (55187.340000 sec): 3 clusters
  Score: Raw -3490603.897193 + Penalty 11642.009718 = -3478961.887475
  nChanged 74
		SP:Iteration 34Q (55187.420000 sec): 3 clusters
  Score: Raw -3490636.421812 + Penalty 11642.009718 = -3478994.412094
  nChanged 58
		SP:Iteration 35Q (55187.510000 sec): 3 clusters
  Score: Raw -3490658.470063 + Penalty 11642.009718 = -3479016.460346
  nChanged 47
		SP:Iteration 36Q (55187.590000 sec): 3 clusters
  Score: Raw -3490674.035384 + Penalty 11642.009718 = -3479032.025666
  nChanged 37
		SP:Iteration 37Q (55187.680000 sec): 3 clusters
  Score: Raw -3490685.888223 + Penalty 11642.009718 = -3479043.878506
  nChanged 36
		SP:Iteration 38Q (55187.760000 sec): 3 clusters
  Score: Raw -3490697.482195 + Penalty 11642.009718 = -3479055.472477
  nChanged 31
		SP:Iteration 39Q (55187.850000 sec): 3 clusters
  Score: Raw -3490705.854219 + Penalty 11642.009718 = -3479063.844501
  nChanged 15
		SP:Iteration 40F (55187.940000 sec): 3 clusters
  Score: Raw -3490709.631745 + Penalty 11642.009718 = -3479067.622027
  nChanged 9
		SP:Iteration 41Q (55188.030000 sec): 3 clusters
  Score: Raw -3490711.556190 + Penalty 11642.009718 = -3479069.546472
  nChanged 9
		SP:Iteration 42Q (55188.110000 sec): 3 clusters
  Score: Raw -3490713.408210 + Penalty 11642.009718 = -3479071.398493
  nChanged 8
		SP:Iteration 43Q (55188.190000 sec): 3 clusters
  Score: Raw -3490716.089239 + Penalty 11642.009718 = -3479074.079521
  nChanged 7
		SP:Iteration 44Q (55188.280000 sec): 3 clusters
  Score: Raw -3490717.270237 + Penalty 11642.009718 = -3479075.260519
  nChanged 6
		SP:Iteration 45Q (55188.370000 sec): 3 clusters
  Score: Raw -3490718.354685 + Penalty 11642.009718 = -3479076.344968
  nChanged 3
		SP:Iteration 46Q (55188.450000 sec): 3 clusters
  Score: Raw -3490718.919391 + Penalty 11642.009718 = -3479076.909673
  nChanged 2
		SP:Iteration 47Q (55188.530000 sec): 3 clusters
  Score: Raw -3490719.445100 + Penalty 11642.009718 = -3479077.435383
  nChanged 0
		SP:Iteration 48F (55188.630000 sec): 3 clusters
  Score: Raw -3490719.445100 + Penalty 11642.009718 = -3479077.435383
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (16329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55188.730000 sec): 2 clusters
  Score: Raw -4353780.158043 + Penalty 5941.677493 = -4347838.480550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55188.850000 sec): 3 clusters
  Score: Raw -4345448.957220 + Penalty 11883.354985 = -4333565.602235
  nChanged 6542
		SP:Iteration 1F (55188.970000 sec): 3 clusters
  Score: Raw -4349019.865981 + Penalty 11883.354985 = -4337136.510996
  nChanged 1139
		SP:Iteration 2F (55189.090000 sec): 3 clusters
  Score: Raw -4349651.424278 + Penalty 11883.354985 = -4337768.069293
  nChanged 863
		SP:Iteration 3F (55189.210000 sec): 3 clusters
  Score: Raw -4350107.477900 + Penalty 11883.354985 = -4338224.122915
  nChanged 689
		SP:Iteration 4Q (55189.330000 sec): 3 clusters
  Score: Raw -4350442.597514 + Penalty 11883.354985 = -4338559.242529
  nChanged 547
		SP:Iteration 5Q (55189.440000 sec): 3 clusters
  Score: Raw -4350704.648263 + Penalty 11883.354985 = -4338821.293278
  nChanged 468
		SP:Iteration 6Q (55189.560000 sec): 3 clusters
  Score: Raw -4350934.554167 + Penalty 11883.354985 = -4339051.199181
  nChanged 448
		SP:Iteration 7Q (55189.680000 sec): 3 clusters
  Score: Raw -4351135.285687 + Penalty 11883.354985 = -4339251.930702
  nChanged 420
		SP:Iteration 8Q (55189.800000 sec): 3 clusters
  Score: Raw -4351339.290109 + Penalty 11883.354985 = -4339455.935123
  nChanged 452
		SP:Iteration 9Q (55189.920000 sec): 3 clusters
  Score: Raw -4351570.389546 + Penalty 11883.354985 = -4339687.034561
  nChanged 458
		SP:Iteration 10Q (55190.030000 sec): 3 clusters
  Score: Raw -4351794.558338 + Penalty 11883.354985 = -4339911.203352
  nChanged 462
		SP:Iteration 11Q (55190.150000 sec): 3 clusters
  Score: Raw -4352029.097312 + Penalty 11883.354985 = -4340145.742327
  nChanged 443
		SP:Iteration 12Q (55190.270000 sec): 3 clusters
  Score: Raw -4352253.462175 + Penalty 11883.354985 = -4340370.107189
  nChanged 455
		SP:Iteration 13Q (55190.390000 sec): 3 clusters
  Score: Raw -4352497.997316 + Penalty 11883.354985 = -4340614.642330
  nChanged 442
		SP:Iteration 14Q (55190.500000 sec): 3 clusters
  Score: Raw -4352762.237828 + Penalty 11883.354985 = -4340878.882843
  nChanged 491
		SP:Iteration 15Q (55190.620000 sec): 3 clusters
  Score: Raw -4353087.925192 + Penalty 11883.354985 = -4341204.570207
  nChanged 468
		SP:Iteration 16Q (55190.730000 sec): 3 clusters
  Score: Raw -4353440.030872 + Penalty 11883.354985 = -4341556.675886
  nChanged 461
		SP:Iteration 17Q (55190.850000 sec): 3 clusters
  Score: Raw -4353803.412639 + Penalty 11883.354985 = -4341920.057654
  nChanged 437
		SP:Iteration 18Q (55190.960000 sec): 3 clusters
  Score: Raw -4354239.032053 + Penalty 11883.354985 = -4342355.677068
  nChanged 375
		SP:Iteration 19Q (55191.070000 sec): 3 clusters
  Score: Raw -4354660.934002 + Penalty 11883.354985 = -4342777.579016
  nChanged 301
		SP:Iteration 20F (55191.190000 sec): 3 clusters
  Score: Raw -4354974.898888 + Penalty 11883.354985 = -4343091.543903
  nChanged 244
		SP:Iteration 21Q (55191.290000 sec): 3 clusters
  Score: Raw -4355214.192537 + Penalty 11883.354985 = -4343330.837552
  nChanged 187
		SP:Iteration 22Q (55191.390000 sec): 3 clusters
  Score: Raw -4355361.763772 + Penalty 11883.354985 = -4343478.408787
  nChanged 130
		SP:Iteration 23Q (55191.490000 sec): 3 clusters
  Score: Raw -4355453.844663 + Penalty 11883.354985 = -4343570.489678
  nChanged 93
		SP:Iteration 24Q (55191.590000 sec): 3 clusters
  Score: Raw -4355515.971366 + Penalty 11883.354985 = -4343632.616381
  nChanged 70
		SP:Iteration 25Q (55191.680000 sec): 3 clusters
  Score: Raw -4355559.521901 + Penalty 11883.354985 = -4343676.166916
  nChanged 49
		SP:Iteration 26Q (55191.770000 sec): 3 clusters
  Score: Raw -4355588.419821 + Penalty 11883.354985 = -4343705.064836
  nChanged 28
		SP:Iteration 27Q (55191.860000 sec): 3 clusters
  Score: Raw -4355600.989654 + Penalty 11883.354985 = -4343717.634668
  nChanged 26
		SP:Iteration 28Q (55191.950000 sec): 3 clusters
  Score: Raw -4355611.200498 + Penalty 11883.354985 = -4343727.845513
  nChanged 15
		SP:Iteration 29Q (55192.050000 sec): 3 clusters
  Score: Raw -4355617.573926 + Penalty 11883.354985 = -4343734.218941
  nChanged 9
		SP:Iteration 30Q (55192.150000 sec): 3 clusters
  Score: Raw -4355621.960740 + Penalty 11883.354985 = -4343738.605755
  nChanged 8
		SP:Iteration 31Q (55192.250000 sec): 3 clusters
  Score: Raw -4355625.769089 + Penalty 11883.354985 = -4343742.414104
  nChanged 10
		SP:Iteration 32Q (55192.340000 sec): 3 clusters
  Score: Raw -4355629.107808 + Penalty 11883.354985 = -4343745.752823
  nChanged 4
		SP:Iteration 33Q (55192.440000 sec): 3 clusters
  Score: Raw -4355631.029639 + Penalty 11883.354985 = -4343747.674654
  nChanged 1
		SP:Iteration 34Q (55192.540000 sec): 3 clusters
  Score: Raw -4355631.775776 + Penalty 11883.354985 = -4343748.420791
  nChanged 1
		SP:Iteration 35Q (55192.630000 sec): 3 clusters
  Score: Raw -4355632.333920 + Penalty 11883.354985 = -4343748.978935
  nChanged 2
		SP:Iteration 36Q (55192.730000 sec): 3 clusters
  Score: Raw -4355633.675367 + Penalty 11883.354985 = -4343750.320382
  nChanged 3
		SP:Iteration 37Q (55192.830000 sec): 3 clusters
  Score: Raw -4355635.796961 + Penalty 11883.354985 = -4343752.441976
  nChanged 3
		SP:Iteration 38Q (55192.920000 sec): 3 clusters
  Score: Raw -4355637.736165 + Penalty 11883.354985 = -4343754.381179
  nChanged 1
		SP:Iteration 39Q (55193.010000 sec): 3 clusters
  Score: Raw -4355638.530893 + Penalty 11883.354985 = -4343755.175907
  nChanged 1
		SP:Iteration 40F (55193.130000 sec): 3 clusters
  Score: Raw -4355639.122675 + Penalty 11883.354985 = -4343755.767690
  nChanged 1
		SP:Iteration 41Q (55193.230000 sec): 3 clusters
  Score: Raw -4355639.607834 + Penalty 11883.354985 = -4343756.252849
  nChanged 0
		SP:Iteration 42F (55193.340000 sec): 3 clusters
  Score: Raw -4355639.607834 + Penalty 11883.354985 = -4343756.252849
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55193.900000 sec): 2 clusters
  Score: Raw -23613150.914173 + Penalty 6977.378764 = -23606173.535409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55194.550000 sec): 3 clusters
  Score: Raw -23559846.207445 + Penalty 13954.757528 = -23545891.449917
  nChanged 40141
		SP:Iteration 1F (55195.200000 sec): 3 clusters
  Score: Raw -23581745.982214 + Penalty 13954.757528 = -23567791.224685
  nChanged 3813
		SP:Iteration 2Q (55195.860000 sec): 3 clusters
  Score: Raw -23582890.803873 + Penalty 13954.757528 = -23568936.046344
  nChanged 3482
		SP:Iteration 3Q (55196.510000 sec): 3 clusters
  Score: Raw -23583899.241859 + Penalty 13954.757528 = -23569944.484330
  nChanged 3193
		SP:Iteration 4Q (55197.180000 sec): 3 clusters
  Score: Raw -23584837.385602 + Penalty 13954.757528 = -23570882.628074
  nChanged 3034
		SP:Iteration 5Q (55197.840000 sec): 3 clusters
  Score: Raw -23585809.665438 + Penalty 13954.757528 = -23571854.907910
  nChanged 3137
		SP:Iteration 6Q (55198.520000 sec): 3 clusters
  Score: Raw -23586976.579661 + Penalty 13954.757528 = -23573021.822132
  nChanged 3423
		SP:Iteration 7Q (55199.190000 sec): 3 clusters
  Score: Raw -23588459.477241 + Penalty 13954.757528 = -23574504.719712
  nChanged 3809
		SP:Iteration 8Q (55199.870000 sec): 3 clusters
  Score: Raw -23590341.051531 + Penalty 13954.757528 = -23576386.294003
  nChanged 4399
		SP:Iteration 9Q (55200.540000 sec): 3 clusters
  Score: Raw -23592909.148416 + Penalty 13954.757528 = -23578954.390887
  nChanged 4994
		SP:Iteration 10F (55201.180000 sec): 3 clusters
  Score: Raw -23596267.200263 + Penalty 13954.757528 = -23582312.442735
  nChanged 5546
		SP:Iteration 11F (55201.830000 sec): 3 clusters
  Score: Raw -23600550.177665 + Penalty 13954.757528 = -23586595.420137
  nChanged 5551
		SP:Iteration 12F (55202.480000 sec): 3 clusters
  Score: Raw -23605228.520151 + Penalty 13954.757528 = -23591273.762623
  nChanged 4468
		SP:Iteration 13F (55203.120000 sec): 3 clusters
  Score: Raw -23609068.979694 + Penalty 13954.757528 = -23595114.222166
  nChanged 2821
		SP:Iteration 14Q (55203.700000 sec): 3 clusters
  Score: Raw -23611550.708953 + Penalty 13954.757528 = -23597595.951424
  nChanged 1591
		SP:Iteration 15Q (55204.270000 sec): 3 clusters
  Score: Raw -23612919.698590 + Penalty 13954.757528 = -23598964.941061
  nChanged 848
		SP:Iteration 16Q (55204.790000 sec): 3 clusters
  Score: Raw -23613593.676365 + Penalty 13954.757528 = -23599638.918836
  nChanged 484
		SP:Iteration 17Q (55205.300000 sec): 3 clusters
  Score: Raw -23613960.505838 + Penalty 13954.757528 = -23600005.748310
  nChanged 309
		SP:Iteration 18Q (55205.790000 sec): 3 clusters
  Score: Raw -23614181.409213 + Penalty 13954.757528 = -23600226.651684
  nChanged 189
		SP:Iteration 19Q (55206.280000 sec): 3 clusters
  Score: Raw -23614325.702559 + Penalty 13954.757528 = -23600370.945031
  nChanged 137
		SP:Iteration 20F (55206.950000 sec): 3 clusters
  Score: Raw -23614422.216494 + Penalty 13954.757528 = -23600467.458965
  nChanged 90
		SP:Iteration 21Q (55207.420000 sec): 3 clusters
  Score: Raw -23614490.423773 + Penalty 13954.757528 = -23600535.666244
  nChanged 86
		SP:Iteration 22Q (55207.880000 sec): 3 clusters
  Score: Raw -23614546.621644 + Penalty 13954.757528 = -23600591.864116
  nChanged 51
		SP:Iteration 23Q (55208.340000 sec): 3 clusters
  Score: Raw -23614588.922078 + Penalty 13954.757528 = -23600634.164550
  nChanged 48
		SP:Iteration 24Q (55208.790000 sec): 3 clusters
  Score: Raw -23614624.461955 + Penalty 13954.757528 = -23600669.704426
  nChanged 46
		SP:Iteration 25Q (55209.250000 sec): 3 clusters
  Score: Raw -23614658.112720 + Penalty 13954.757528 = -23600703.355192
  nChanged 32
		SP:Iteration 26Q (55209.710000 sec): 3 clusters
  Score: Raw -23614682.199834 + Penalty 13954.757528 = -23600727.442305
  nChanged 31
		SP:Iteration 27Q (55210.160000 sec): 3 clusters
  Score: Raw -23614704.500407 + Penalty 13954.757528 = -23600749.742878
  nChanged 22
		SP:Iteration 28Q (55210.610000 sec): 3 clusters
  Score: Raw -23614718.940717 + Penalty 13954.757528 = -23600764.183188
  nChanged 14
		SP:Iteration 29Q (55211.060000 sec): 3 clusters
  Score: Raw -23614727.208620 + Penalty 13954.757528 = -23600772.451091
  nChanged 12
		SP:Iteration 30Q (55211.510000 sec): 3 clusters
  Score: Raw -23614735.212911 + Penalty 13954.757528 = -23600780.455383
  nChanged 7
		SP:Iteration 31Q (55211.960000 sec): 3 clusters
  Score: Raw -23614739.830964 + Penalty 13954.757528 = -23600785.073436
  nChanged 3
		SP:Iteration 32Q (55212.410000 sec): 3 clusters
  Score: Raw -23614741.640361 + Penalty 13954.757528 = -23600786.882833
  nChanged 4
		SP:Iteration 33Q (55212.860000 sec): 3 clusters
  Score: Raw -23614744.851703 + Penalty 13954.757528 = -23600790.094175
  nChanged 4
		SP:Iteration 34Q (55213.310000 sec): 3 clusters
  Score: Raw -23614746.953350 + Penalty 13954.757528 = -23600792.195822
  nChanged 4
		SP:Iteration 35Q (55213.760000 sec): 3 clusters
  Score: Raw -23614749.552535 + Penalty 13954.757528 = -23600794.795007
  nChanged 6
		SP:Iteration 36Q (55214.210000 sec): 3 clusters
  Score: Raw -23614753.178066 + Penalty 13954.757528 = -23600798.420537
  nChanged 5
		SP:Iteration 37Q (55214.660000 sec): 3 clusters
  Score: Raw -23614756.868265 + Penalty 13954.757528 = -23600802.110736
  nChanged 5
		SP:Iteration 38Q (55215.110000 sec): 3 clusters
  Score: Raw -23614759.624513 + Penalty 13954.757528 = -23600804.866985
  nChanged 4
		SP:Iteration 39Q (55215.560000 sec): 3 clusters
  Score: Raw -23614762.084964 + Penalty 13954.757528 = -23600807.327436
  nChanged 5
		SP:Iteration 40F (55216.230000 sec): 3 clusters
  Score: Raw -23614765.603682 + Penalty 13954.757528 = -23600810.846153
  nChanged 4
		SP:Iteration 41Q (55216.700000 sec): 3 clusters
  Score: Raw -23614767.671435 + Penalty 13954.757528 = -23600812.913906
  nChanged 4
		SP:Iteration 42Q (55217.160000 sec): 3 clusters
  Score: Raw -23614769.806030 + Penalty 13954.757528 = -23600815.048502
  nChanged 1
		SP:Iteration 43Q (55217.620000 sec): 3 clusters
  Score: Raw -23614770.239790 + Penalty 13954.757528 = -23600815.482262
  nChanged 1
		SP:Iteration 44Q (55218.080000 sec): 3 clusters
  Score: Raw -23614770.706818 + Penalty 13954.757528 = -23600815.949290
  nChanged 1
		SP:Iteration 45Q (55218.530000 sec): 3 clusters
  Score: Raw -23614771.229406 + Penalty 13954.757528 = -23600816.471878
  nChanged 1
		SP:Iteration 46Q (55218.990000 sec): 3 clusters
  Score: Raw -23614771.634604 + Penalty 13954.757528 = -23600816.877076
  nChanged 2
		SP:Iteration 47Q (55219.430000 sec): 3 clusters
  Score: Raw -23614772.908615 + Penalty 13954.757528 = -23600818.151087
  nChanged 2
		SP:Iteration 48Q (55219.890000 sec): 3 clusters
  Score: Raw -23614774.549006 + Penalty 13954.757528 = -23600819.791478
  nChanged 0
		SP:Iteration 49F (55220.530000 sec): 3 clusters
  Score: Raw -23614774.549006 + Penalty 13954.757528 = -23600819.791478
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (11039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55220.640000 sec): 2 clusters
  Score: Raw -2808789.323421 + Penalty 5701.878713 = -2803087.444707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55220.720000 sec): 3 clusters
  Score: Raw -2803623.775060 + Penalty 11403.757427 = -2792220.017634
  nChanged 4166
		SP:Iteration 1F (55220.800000 sec): 3 clusters
  Score: Raw -2806155.682079 + Penalty 11403.757427 = -2794751.924653
  nChanged 943
		SP:Iteration 2F (55220.880000 sec): 3 clusters
  Score: Raw -2806850.197615 + Penalty 11403.757427 = -2795446.440189
  nChanged 638
		SP:Iteration 3F (55220.960000 sec): 3 clusters
  Score: Raw -2807325.669675 + Penalty 11403.757427 = -2795921.912249
  nChanged 526
		SP:Iteration 4Q (55221.050000 sec): 3 clusters
  Score: Raw -2807702.722683 + Penalty 11403.757427 = -2796298.965257
  nChanged 457
		SP:Iteration 5Q (55221.130000 sec): 3 clusters
  Score: Raw -2808041.758099 + Penalty 11403.757427 = -2796638.000673
  nChanged 403
		SP:Iteration 6Q (55221.210000 sec): 3 clusters
  Score: Raw -2808343.977507 + Penalty 11403.757427 = -2796940.220080
  nChanged 402
		SP:Iteration 7Q (55221.290000 sec): 3 clusters
  Score: Raw -2808680.279883 + Penalty 11403.757427 = -2797276.522456
  nChanged 414
		SP:Iteration 8Q (55221.370000 sec): 3 clusters
  Score: Raw -2809062.287919 + Penalty 11403.757427 = -2797658.530492
  nChanged 422
		SP:Iteration 9Q (55221.450000 sec): 3 clusters
  Score: Raw -2809478.942633 + Penalty 11403.757427 = -2798075.185206
  nChanged 450
		SP:Iteration 10Q (55221.530000 sec): 3 clusters
  Score: Raw -2809960.970856 + Penalty 11403.757427 = -2798557.213430
  nChanged 503
		SP:Iteration 11Q (55221.610000 sec): 3 clusters
  Score: Raw -2810649.736960 + Penalty 11403.757427 = -2799245.979534
  nChanged 510
		SP:Iteration 12Q (55221.680000 sec): 3 clusters
  Score: Raw -2811493.138437 + Penalty 11403.757427 = -2800089.381010
  nChanged 522
		SP:Iteration 13Q (55221.760000 sec): 3 clusters
  Score: Raw -2812260.834348 + Penalty 11403.757427 = -2800857.076922
  nChanged 478
		SP:Iteration 14Q (55221.830000 sec): 3 clusters
  Score: Raw -2812803.876423 + Penalty 11403.757427 = -2801400.118996
  nChanged 329
		SP:Iteration 15Q (55221.900000 sec): 3 clusters
  Score: Raw -2813070.596801 + Penalty 11403.757427 = -2801666.839375
  nChanged 228
		SP:Iteration 16Q (55221.970000 sec): 3 clusters
  Score: Raw -2813223.443191 + Penalty 11403.757427 = -2801819.685764
  nChanged 139
		SP:Iteration 17Q (55222.040000 sec): 3 clusters
  Score: Raw -2813299.440747 + Penalty 11403.757427 = -2801895.683321
  nChanged 101
		SP:Iteration 18Q (55222.110000 sec): 3 clusters
  Score: Raw -2813350.660915 + Penalty 11403.757427 = -2801946.903488
  nChanged 83
		SP:Iteration 19Q (55222.170000 sec): 3 clusters
  Score: Raw -2813386.665022 + Penalty 11403.757427 = -2801982.907595
  nChanged 68
		SP:Iteration 20F (55222.250000 sec): 3 clusters
  Score: Raw -2813416.480450 + Penalty 11403.757427 = -2802012.723023
  nChanged 57
		SP:Iteration 21Q (55222.330000 sec): 3 clusters
  Score: Raw -2813437.871712 + Penalty 11403.757427 = -2802034.114285
  nChanged 40
		SP:Iteration 22Q (55222.390000 sec): 3 clusters
  Score: Raw -2813452.935710 + Penalty 11403.757427 = -2802049.178284
  nChanged 33
		SP:Iteration 23Q (55222.460000 sec): 3 clusters
  Score: Raw -2813465.351827 + Penalty 11403.757427 = -2802061.594400
  nChanged 28
		SP:Iteration 24Q (55222.530000 sec): 3 clusters
  Score: Raw -2813474.330548 + Penalty 11403.757427 = -2802070.573121
  nChanged 22
		SP:Iteration 25Q (55222.600000 sec): 3 clusters
  Score: Raw -2813483.121133 + Penalty 11403.757427 = -2802079.363706
  nChanged 19
		SP:Iteration 26Q (55222.670000 sec): 3 clusters
  Score: Raw -2813488.577675 + Penalty 11403.757427 = -2802084.820248
  nChanged 15
		SP:Iteration 27Q (55222.740000 sec): 3 clusters
  Score: Raw -2813492.977050 + Penalty 11403.757427 = -2802089.219624
  nChanged 10
		SP:Iteration 28Q (55222.810000 sec): 3 clusters
  Score: Raw -2813495.936727 + Penalty 11403.757427 = -2802092.179300
  nChanged 5
		SP:Iteration 29Q (55222.880000 sec): 3 clusters
  Score: Raw -2813498.282125 + Penalty 11403.757427 = -2802094.524698
  nChanged 4
		SP:Iteration 30Q (55222.950000 sec): 3 clusters
  Score: Raw -2813499.159657 + Penalty 11403.757427 = -2802095.402231
  nChanged 4
		SP:Iteration 31Q (55223.010000 sec): 3 clusters
  Score: Raw -2813499.827974 + Penalty 11403.757427 = -2802096.070548
  nChanged 3
		SP:Iteration 32Q (55223.080000 sec): 3 clusters
  Score: Raw -2813500.642831 + Penalty 11403.757427 = -2802096.885405
  nChanged 5
		SP:Iteration 33Q (55223.150000 sec): 3 clusters
  Score: Raw -2813501.862141 + Penalty 11403.757427 = -2802098.104714
  nChanged 4
		SP:Iteration 34Q (55223.220000 sec): 3 clusters
  Score: Raw -2813503.099443 + Penalty 11403.757427 = -2802099.342016
  nChanged 2
		SP:Iteration 35Q (55223.290000 sec): 3 clusters
  Score: Raw -2813503.605820 + Penalty 11403.757427 = -2802099.848393
  nChanged 4
		SP:Iteration 36Q (55223.350000 sec): 3 clusters
  Score: Raw -2813504.913336 + Penalty 11403.757427 = -2802101.155910
  nChanged 6
		SP:Iteration 37Q (55223.420000 sec): 3 clusters
  Score: Raw -2813507.456205 + Penalty 11403.757427 = -2802103.698779
  nChanged 4
		SP:Iteration 38Q (55223.490000 sec): 3 clusters
  Score: Raw -2813508.523460 + Penalty 11403.757427 = -2802104.766033
  nChanged 4
		SP:Iteration 39Q (55223.560000 sec): 3 clusters
  Score: Raw -2813509.226636 + Penalty 11403.757427 = -2802105.469210
  nChanged 1
		SP:Iteration 40F (55223.640000 sec): 3 clusters
  Score: Raw -2813509.881310 + Penalty 11403.757427 = -2802106.123884
  nChanged 1
		SP:Iteration 41Q (55223.710000 sec): 3 clusters
  Score: Raw -2813510.123066 + Penalty 11403.757427 = -2802106.365640
  nChanged 1
		SP:Iteration 42Q (55223.780000 sec): 3 clusters
  Score: Raw -2813510.435094 + Penalty 11403.757427 = -2802106.677667
  nChanged 0
		SP:Iteration 43F (55223.860000 sec): 3 clusters
  Score: Raw -2813510.435094 + Penalty 11403.757427 = -2802106.677667
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55223.870000 sec): 2 clusters
  Score: Raw -47187.579177 + Penalty 3403.557188 = -43784.021990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55223.870000 sec): 3 clusters
  Score: Raw -48119.750754 + Penalty 6807.114376 = -41312.636378
  nChanged 19
		SP:Iteration 1F (55223.880000 sec): 3 clusters
  Score: Raw -48215.599587 + Penalty 6807.114376 = -41408.485212
  nChanged 4
		SP:Iteration 2Q (55223.880000 sec): 3 clusters
  Score: Raw -48236.175303 + Penalty 6807.114376 = -41429.060928
  nChanged 3
		SP:Iteration 3Q (55223.880000 sec): 3 clusters
  Score: Raw -48249.682160 + Penalty 6807.114376 = -41442.567784
  nChanged 1
		SP:Iteration 4Q (55223.880000 sec): 3 clusters
  Score: Raw -48252.081193 + Penalty 6807.114376 = -41444.966817
  nChanged 1
		SP:Iteration 5Q (55223.890000 sec): 3 clusters
  Score: Raw -48254.048270 + Penalty 6807.114376 = -41446.933895
  nChanged 1
		SP:Iteration 6Q (55223.890000 sec): 3 clusters
  Score: Raw -48257.005688 + Penalty 6807.114376 = -41449.891312
  nChanged 1
		SP:Iteration 7Q (55223.890000 sec): 3 clusters
  Score: Raw -48285.127081 + Penalty 6807.114376 = -41478.012706
  nChanged 0
		SP:Iteration 8F (55223.890000 sec): 3 clusters
  Score: Raw -48285.127081 + Penalty 6807.114376 = -41478.012706
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55224.070000 sec): 2 clusters
  Score: Raw -7357641.552318 + Penalty 6265.001444 = -7351376.550874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55224.270000 sec): 3 clusters
  Score: Raw -7342641.638315 + Penalty 12530.002887 = -7330111.635427
  nChanged 11619
		SP:Iteration 1F (55224.470000 sec): 3 clusters
  Score: Raw -7348867.812316 + Penalty 12530.002887 = -7336337.809429
  nChanged 1795
		SP:Iteration 2F (55224.670000 sec): 3 clusters
  Score: Raw -7349778.838843 + Penalty 12530.002887 = -7337248.835956
  nChanged 1532
		SP:Iteration 3F (55224.870000 sec): 3 clusters
  Score: Raw -7350613.976425 + Penalty 12530.002887 = -7338083.973538
  nChanged 1403
		SP:Iteration 4F (55225.070000 sec): 3 clusters
  Score: Raw -7351417.635344 + Penalty 12530.002887 = -7338887.632457
  nChanged 1369
		SP:Iteration 5Q (55225.270000 sec): 3 clusters
  Score: Raw -7352217.493574 + Penalty 12530.002887 = -7339687.490687
  nChanged 1312
		SP:Iteration 6Q (55225.470000 sec): 3 clusters
  Score: Raw -7352960.348637 + Penalty 12530.002887 = -7340430.345750
  nChanged 1279
		SP:Iteration 7Q (55225.670000 sec): 3 clusters
  Score: Raw -7353700.870287 + Penalty 12530.002887 = -7341170.867400
  nChanged 1239
		SP:Iteration 8Q (55225.880000 sec): 3 clusters
  Score: Raw -7354412.066145 + Penalty 12530.002887 = -7341882.063258
  nChanged 1188
		SP:Iteration 9Q (55226.070000 sec): 3 clusters
  Score: Raw -7355051.283014 + Penalty 12530.002887 = -7342521.280127
  nChanged 1038
		SP:Iteration 10Q (55226.270000 sec): 3 clusters
  Score: Raw -7355569.962012 + Penalty 12530.002887 = -7343039.959125
  nChanged 903
		SP:Iteration 11Q (55226.470000 sec): 3 clusters
  Score: Raw -7355991.999508 + Penalty 12530.002887 = -7343461.996621
  nChanged 777
		SP:Iteration 12Q (55226.670000 sec): 3 clusters
  Score: Raw -7356311.256953 + Penalty 12530.002887 = -7343781.254066
  nChanged 630
		SP:Iteration 13Q (55226.870000 sec): 3 clusters
  Score: Raw -7356535.985783 + Penalty 12530.002887 = -7344005.982896
  nChanged 517
		SP:Iteration 14Q (55227.060000 sec): 3 clusters
  Score: Raw -7356695.475216 + Penalty 12530.002887 = -7344165.472328
  nChanged 454
		SP:Iteration 15Q (55227.260000 sec): 3 clusters
  Score: Raw -7356832.543399 + Penalty 12530.002887 = -7344302.540512
  nChanged 373
		SP:Iteration 16Q (55227.470000 sec): 3 clusters
  Score: Raw -7356936.778304 + Penalty 12530.002887 = -7344406.775417
  nChanged 345
		SP:Iteration 17Q (55227.670000 sec): 3 clusters
  Score: Raw -7357035.666294 + Penalty 12530.002887 = -7344505.663407
  nChanged 308
		SP:Iteration 18Q (55227.860000 sec): 3 clusters
  Score: Raw -7357119.117925 + Penalty 12530.002887 = -7344589.115038
  nChanged 293
		SP:Iteration 19Q (55228.060000 sec): 3 clusters
  Score: Raw -7357194.841530 + Penalty 12530.002887 = -7344664.838643
  nChanged 283
		SP:Iteration 20F (55228.260000 sec): 3 clusters
  Score: Raw -7357270.812534 + Penalty 12530.002887 = -7344740.809647
  nChanged 295
		SP:Iteration 21Q (55228.450000 sec): 3 clusters
  Score: Raw -7357356.675911 + Penalty 12530.002887 = -7344826.673024
  nChanged 294
		SP:Iteration 22Q (55228.650000 sec): 3 clusters
  Score: Raw -7357442.481102 + Penalty 12530.002887 = -7344912.478215
  nChanged 299
		SP:Iteration 23Q (55228.850000 sec): 3 clusters
  Score: Raw -7357539.229403 + Penalty 12530.002887 = -7345009.226516
  nChanged 318
		SP:Iteration 24Q (55229.050000 sec): 3 clusters
  Score: Raw -7357645.353776 + Penalty 12530.002887 = -7345115.350889
  nChanged 282
		SP:Iteration 25Q (55229.240000 sec): 3 clusters
  Score: Raw -7357729.432020 + Penalty 12530.002887 = -7345199.429133
  nChanged 255
		SP:Iteration 26Q (55229.440000 sec): 3 clusters
  Score: Raw -7357808.118738 + Penalty 12530.002887 = -7345278.115851
  nChanged 260
		SP:Iteration 27Q (55229.630000 sec): 3 clusters
  Score: Raw -7357888.446186 + Penalty 12530.002887 = -7345358.443299
  nChanged 238
		SP:Iteration 28Q (55229.830000 sec): 3 clusters
  Score: Raw -7357963.307611 + Penalty 12530.002887 = -7345433.304724
  nChanged 257
		SP:Iteration 29Q (55230.040000 sec): 3 clusters
  Score: Raw -7358044.740338 + Penalty 12530.002887 = -7345514.737451
  nChanged 246
		SP:Iteration 30Q (55230.230000 sec): 3 clusters
  Score: Raw -7358126.143338 + Penalty 12530.002887 = -7345596.140450
  nChanged 238
		SP:Iteration 31Q (55230.430000 sec): 3 clusters
  Score: Raw -7358209.477940 + Penalty 12530.002887 = -7345679.475053
  nChanged 225
		SP:Iteration 32Q (55230.620000 sec): 3 clusters
  Score: Raw -7358281.817847 + Penalty 12530.002887 = -7345751.814960
  nChanged 189
		SP:Iteration 33Q (55230.810000 sec): 3 clusters
  Score: Raw -7358341.719774 + Penalty 12530.002887 = -7345811.716887
  nChanged 184
		SP:Iteration 34Q (55231.010000 sec): 3 clusters
  Score: Raw -7358401.295413 + Penalty 12530.002887 = -7345871.292526
  nChanged 159
		SP:Iteration 35Q (55231.200000 sec): 3 clusters
  Score: Raw -7358450.522567 + Penalty 12530.002887 = -7345920.519680
  nChanged 167
		SP:Iteration 36Q (55231.400000 sec): 3 clusters
  Score: Raw -7358503.738100 + Penalty 12530.002887 = -7345973.735213
  nChanged 142
		SP:Iteration 37Q (55231.590000 sec): 3 clusters
  Score: Raw -7358546.176168 + Penalty 12530.002887 = -7346016.173281
  nChanged 115
		SP:Iteration 38Q (55231.780000 sec): 3 clusters
  Score: Raw -7358587.498499 + Penalty 12530.002887 = -7346057.495612
  nChanged 107
		SP:Iteration 39Q (55231.980000 sec): 3 clusters
  Score: Raw -7358622.731887 + Penalty 12530.002887 = -7346092.729000
  nChanged 109
		SP:Iteration 40F (55232.180000 sec): 3 clusters
  Score: Raw -7358660.367137 + Penalty 12530.002887 = -7346130.364250
  nChanged 93
		SP:Iteration 41Q (55232.370000 sec): 3 clusters
  Score: Raw -7358688.887760 + Penalty 12530.002887 = -7346158.884873
  nChanged 77
		SP:Iteration 42Q (55232.560000 sec): 3 clusters
  Score: Raw -7358712.551329 + Penalty 12530.002887 = -7346182.548442
  nChanged 69
		SP:Iteration 43Q (55232.760000 sec): 3 clusters
  Score: Raw -7358736.359865 + Penalty 12530.002887 = -7346206.356978
  nChanged 78
		SP:Iteration 44Q (55232.950000 sec): 3 clusters
  Score: Raw -7358760.370967 + Penalty 12530.002887 = -7346230.368080
  nChanged 67
		SP:Iteration 45Q (55233.150000 sec): 3 clusters
  Score: Raw -7358782.121877 + Penalty 12530.002887 = -7346252.118990
  nChanged 64
		SP:Iteration 46Q (55233.330000 sec): 3 clusters
  Score: Raw -7358804.852233 + Penalty 12530.002887 = -7346274.849346
  nChanged 58
		SP:Iteration 47Q (55233.530000 sec): 3 clusters
  Score: Raw -7358821.159060 + Penalty 12530.002887 = -7346291.156173
  nChanged 51
		SP:Iteration 48Q (55233.720000 sec): 3 clusters
  Score: Raw -7358836.202119 + Penalty 12530.002887 = -7346306.199232
  nChanged 50
		SP:Iteration 49Q (55233.910000 sec): 3 clusters
  Score: Raw -7358853.043128 + Penalty 12530.002887 = -7346323.040241
  nChanged 60
		SP:Iteration 50Q (55234.100000 sec): 3 clusters
  Score: Raw -7358872.426145 + Penalty 12530.002887 = -7346342.423258
  nChanged 58
		SP:Iteration 51Q (55234.280000 sec): 3 clusters
  Score: Raw -7358890.827957 + Penalty 12530.002887 = -7346360.825070
  nChanged 49
		SP:Iteration 52Q (55234.470000 sec): 3 clusters
  Score: Raw -7358906.168472 + Penalty 12530.002887 = -7346376.165585
  nChanged 55
		SP:Iteration 53Q (55234.660000 sec): 3 clusters
  Score: Raw -7358923.108977 + Penalty 12530.002887 = -7346393.106090
  nChanged 45
		SP:Iteration 54Q (55234.850000 sec): 3 clusters
  Score: Raw -7358937.220143 + Penalty 12530.002887 = -7346407.217256
  nChanged 46
		SP:Iteration 55Q (55235.040000 sec): 3 clusters
  Score: Raw -7358952.550702 + Penalty 12530.002887 = -7346422.547815
  nChanged 36
		SP:Iteration 56Q (55235.230000 sec): 3 clusters
  Score: Raw -7358964.726117 + Penalty 12530.002887 = -7346434.723230
  nChanged 33
		SP:Iteration 57Q (55235.420000 sec): 3 clusters
  Score: Raw -7358975.289976 + Penalty 12530.002887 = -7346445.287089
  nChanged 29
		SP:Iteration 58Q (55235.610000 sec): 3 clusters
  Score: Raw -7358984.720246 + Penalty 12530.002887 = -7346454.717359
  nChanged 29
		SP:Iteration 59Q (55235.800000 sec): 3 clusters
  Score: Raw -7358995.268376 + Penalty 12530.002887 = -7346465.265489
  nChanged 24
		SP:Iteration 60F (55236.000000 sec): 3 clusters
  Score: Raw -7359002.844775 + Penalty 12530.002887 = -7346472.841887
  nChanged 21
		SP:Iteration 61Q (55236.190000 sec): 3 clusters
  Score: Raw -7359008.973303 + Penalty 12530.002887 = -7346478.970416
  nChanged 13
		SP:Iteration 62Q (55236.370000 sec): 3 clusters
  Score: Raw -7359011.569568 + Penalty 12530.002887 = -7346481.566681
  nChanged 4
		SP:Iteration 63Q (55236.560000 sec): 3 clusters
  Score: Raw -7359013.023877 + Penalty 12530.002887 = -7346483.020990
  nChanged 5
		SP:Iteration 64Q (55236.750000 sec): 3 clusters
  Score: Raw -7359014.239133 + Penalty 12530.002887 = -7346484.236246
  nChanged 6
		SP:Iteration 65Q (55236.940000 sec): 3 clusters
  Score: Raw -7359015.975024 + Penalty 12530.002887 = -7346485.972137
  nChanged 9
		SP:Iteration 66Q (55237.130000 sec): 3 clusters
  Score: Raw -7359018.328262 + Penalty 12530.002887 = -7346488.325375
  nChanged 10
		SP:Iteration 67Q (55237.310000 sec): 3 clusters
  Score: Raw -7359020.404228 + Penalty 12530.002887 = -7346490.401341
  nChanged 5
		SP:Iteration 68Q (55237.510000 sec): 3 clusters
  Score: Raw -7359021.453100 + Penalty 12530.002887 = -7346491.450213
  nChanged 7
		SP:Iteration 69Q (55237.690000 sec): 3 clusters
  Score: Raw -7359023.329151 + Penalty 12530.002887 = -7346493.326263
  nChanged 9
		SP:Iteration 70Q (55237.880000 sec): 3 clusters
  Score: Raw -7359025.476891 + Penalty 12530.002887 = -7346495.474004
  nChanged 5
		SP:Iteration 71Q (55238.070000 sec): 3 clusters
  Score: Raw -7359026.979132 + Penalty 12530.002887 = -7346496.976245
  nChanged 9
		SP:Iteration 72Q (55238.260000 sec): 3 clusters
  Score: Raw -7359029.677142 + Penalty 12530.002887 = -7346499.674255
  nChanged 7
		SP:Iteration 73Q (55238.450000 sec): 3 clusters
  Score: Raw -7359031.506237 + Penalty 12530.002887 = -7346501.503350
  nChanged 3
		SP:Iteration 74Q (55238.640000 sec): 3 clusters
  Score: Raw -7359033.152788 + Penalty 12530.002887 = -7346503.149900
  nChanged 6
		SP:Iteration 75Q (55238.820000 sec): 3 clusters
  Score: Raw -7359035.638020 + Penalty 12530.002887 = -7346505.635133
  nChanged 7
		SP:Iteration 76Q (55239.020000 sec): 3 clusters
  Score: Raw -7359037.817987 + Penalty 12530.002887 = -7346507.815100
  nChanged 4
		SP:Iteration 77Q (55239.200000 sec): 3 clusters
  Score: Raw -7359039.128422 + Penalty 12530.002887 = -7346509.125535
  nChanged 5
		SP:Iteration 78Q (55239.390000 sec): 3 clusters
  Score: Raw -7359041.802843 + Penalty 12530.002887 = -7346511.799956
  nChanged 9
		SP:Iteration 79Q (55239.580000 sec): 3 clusters
  Score: Raw -7359045.611058 + Penalty 12530.002887 = -7346515.608171
  nChanged 13
		SP:Iteration 80F (55239.790000 sec): 3 clusters
  Score: Raw -7359049.568525 + Penalty 12530.002887 = -7346519.565638
  nChanged 13
		SP:Iteration 81Q (55239.990000 sec): 3 clusters
  Score: Raw -7359052.737684 + Penalty 12530.002887 = -7346522.734797
  nChanged 12
		SP:Iteration 82Q (55240.180000 sec): 3 clusters
  Score: Raw -7359056.549760 + Penalty 12530.002887 = -7346526.546873
  nChanged 12
		SP:Iteration 83Q (55240.380000 sec): 3 clusters
  Score: Raw -7359060.063092 + Penalty 12530.002887 = -7346530.060205
  nChanged 4
		SP:Iteration 84Q (55240.570000 sec): 3 clusters
  Score: Raw -7359061.639392 + Penalty 12530.002887 = -7346531.636505
  nChanged 1
		SP:Iteration 85Q (55240.760000 sec): 3 clusters
  Score: Raw -7359061.916051 + Penalty 12530.002887 = -7346531.913164
  nChanged 0
		SP:Iteration 86F (55240.970000 sec): 3 clusters
  Score: Raw -7359061.916051 + Penalty 12530.002887 = -7346531.913164
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55241.000000 sec): 2 clusters
  Score: Raw -115171.542563 + Penalty 3785.260200 = -111386.282363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55241.000000 sec): 3 clusters
  Score: Raw -115774.184372 + Penalty 7570.520401 = -108203.663972
  nChanged 48
		SP:Iteration 1F (55241.000000 sec): 3 clusters
  Score: Raw -115996.435557 + Penalty 7570.520401 = -108425.915156
  nChanged 11
		SP:Iteration 2Q (55241.010000 sec): 3 clusters
  Score: Raw -116058.467280 + Penalty 7570.520401 = -108487.946880
  nChanged 11
		SP:Iteration 3Q (55241.010000 sec): 3 clusters
  Score: Raw -116104.573526 + Penalty 7570.520401 = -108534.053125
  nChanged 4
		SP:Iteration 4Q (55241.010000 sec): 3 clusters
  Score: Raw -116122.202489 + Penalty 7570.520401 = -108551.682089
  nChanged 2
		SP:Iteration 5Q (55241.020000 sec): 3 clusters
  Score: Raw -116131.573407 + Penalty 7570.520401 = -108561.053007
  nChanged 5
		SP:Iteration 6Q (55241.020000 sec): 3 clusters
  Score: Raw -116149.237134 + Penalty 7570.520401 = -108578.716733
  nChanged 4
		SP:Iteration 7Q (55241.020000 sec): 3 clusters
  Score: Raw -116165.662642 + Penalty 7570.520401 = -108595.142241
  nChanged 3
		SP:Iteration 8Q (55241.030000 sec): 3 clusters
  Score: Raw -116193.268551 + Penalty 7570.520401 = -108622.748150
  nChanged 6
		SP:Iteration 9Q (55241.030000 sec): 3 clusters
  Score: Raw -116229.082869 + Penalty 7570.520401 = -108658.562469
  nChanged 2
		SP:Iteration 10Q (55241.030000 sec): 3 clusters
  Score: Raw -116279.802472 + Penalty 7570.520401 = -108709.282071
  nChanged 0
		SP:Iteration 11F (55241.040000 sec): 3 clusters
  Score: Raw -116279.802472 + Penalty 7570.520401 = -108709.282071
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55241.130000 sec): 2 clusters
  Score: Raw -3550367.594016 + Penalty 5825.601076 = -3544541.992940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55241.230000 sec): 3 clusters
  Score: Raw -3543849.075206 + Penalty 11651.202153 = -3532197.873053
  nChanged 5206
		SP:Iteration 1F (55241.330000 sec): 3 clusters
  Score: Raw -3546850.471956 + Penalty 11651.202153 = -3535199.269803
  nChanged 1027
		SP:Iteration 2F (55241.430000 sec): 3 clusters
  Score: Raw -3547498.878920 + Penalty 11651.202153 = -3535847.676767
  nChanged 683
		SP:Iteration 3F (55241.530000 sec): 3 clusters
  Score: Raw -3547932.139560 + Penalty 11651.202153 = -3536280.937407
  nChanged 562
		SP:Iteration 4Q (55241.630000 sec): 3 clusters
  Score: Raw -3548290.759344 + Penalty 11651.202153 = -3536639.557191
  nChanged 514
		SP:Iteration 5Q (55241.730000 sec): 3 clusters
  Score: Raw -3548612.351390 + Penalty 11651.202153 = -3536961.149237
  nChanged 486
		SP:Iteration 6Q (55241.830000 sec): 3 clusters
  Score: Raw -3548959.691308 + Penalty 11651.202153 = -3537308.489155
  nChanged 498
		SP:Iteration 7Q (55241.930000 sec): 3 clusters
  Score: Raw -3549326.176629 + Penalty 11651.202153 = -3537674.974477
  nChanged 538
		SP:Iteration 8Q (55242.030000 sec): 3 clusters
  Score: Raw -3549728.220806 + Penalty 11651.202153 = -3538077.018653
  nChanged 535
		SP:Iteration 9Q (55242.130000 sec): 3 clusters
  Score: Raw -3550182.427789 + Penalty 11651.202153 = -3538531.225636
  nChanged 543
		SP:Iteration 10Q (55242.240000 sec): 3 clusters
  Score: Raw -3550661.501545 + Penalty 11651.202153 = -3539010.299393
  nChanged 508
		SP:Iteration 11Q (55242.330000 sec): 3 clusters
  Score: Raw -3551182.349102 + Penalty 11651.202153 = -3539531.146949
  nChanged 486
		SP:Iteration 12Q (55242.430000 sec): 3 clusters
  Score: Raw -3551675.877621 + Penalty 11651.202153 = -3540024.675468
  nChanged 467
		SP:Iteration 13Q (55242.530000 sec): 3 clusters
  Score: Raw -3552115.430822 + Penalty 11651.202153 = -3540464.228669
  nChanged 445
		SP:Iteration 14Q (55242.620000 sec): 3 clusters
  Score: Raw -3552482.653570 + Penalty 11651.202153 = -3540831.451417
  nChanged 431
		SP:Iteration 15Q (55242.710000 sec): 3 clusters
  Score: Raw -3552799.584327 + Penalty 11651.202153 = -3541148.382174
  nChanged 368
		SP:Iteration 16Q (55242.800000 sec): 3 clusters
  Score: Raw -3553081.345808 + Penalty 11651.202153 = -3541430.143655
  nChanged 351
		SP:Iteration 17Q (55242.900000 sec): 3 clusters
  Score: Raw -3553360.884373 + Penalty 11651.202153 = -3541709.682221
  nChanged 319
		SP:Iteration 18Q (55242.980000 sec): 3 clusters
  Score: Raw -3553622.361633 + Penalty 11651.202153 = -3541971.159480
  nChanged 299
		SP:Iteration 19Q (55243.070000 sec): 3 clusters
  Score: Raw -3553858.032979 + Penalty 11651.202153 = -3542206.830826
  nChanged 237
		SP:Iteration 20F (55243.180000 sec): 3 clusters
  Score: Raw -3554029.963395 + Penalty 11651.202153 = -3542378.761242
  nChanged 197
		SP:Iteration 21Q (55243.260000 sec): 3 clusters
  Score: Raw -3554165.315483 + Penalty 11651.202153 = -3542514.113330
  nChanged 175
		SP:Iteration 22Q (55243.350000 sec): 3 clusters
  Score: Raw -3554273.209437 + Penalty 11651.202153 = -3542622.007284
  nChanged 144
		SP:Iteration 23Q (55243.430000 sec): 3 clusters
  Score: Raw -3554352.442204 + Penalty 11651.202153 = -3542701.240051
  nChanged 113
		SP:Iteration 24Q (55243.520000 sec): 3 clusters
  Score: Raw -3554408.387835 + Penalty 11651.202153 = -3542757.185682
  nChanged 99
		SP:Iteration 25Q (55243.600000 sec): 3 clusters
  Score: Raw -3554456.869970 + Penalty 11651.202153 = -3542805.667818
  nChanged 94
		SP:Iteration 26Q (55243.680000 sec): 3 clusters
  Score: Raw -3554505.786557 + Penalty 11651.202153 = -3542854.584404
  nChanged 85
		SP:Iteration 27Q (55243.770000 sec): 3 clusters
  Score: Raw -3554550.029251 + Penalty 11651.202153 = -3542898.827098
  nChanged 83
		SP:Iteration 28Q (55243.850000 sec): 3 clusters
  Score: Raw -3554591.046837 + Penalty 11651.202153 = -3542939.844684
  nChanged 90
		SP:Iteration 29Q (55243.930000 sec): 3 clusters
  Score: Raw -3554642.429015 + Penalty 11651.202153 = -3542991.226863
  nChanged 103
		SP:Iteration 30Q (55244.020000 sec): 3 clusters
  Score: Raw -3554705.851672 + Penalty 11651.202153 = -3543054.649519
  nChanged 111
		SP:Iteration 31Q (55244.100000 sec): 3 clusters
  Score: Raw -3554782.835624 + Penalty 11651.202153 = -3543131.633471
  nChanged 109
		SP:Iteration 32Q (55244.180000 sec): 3 clusters
  Score: Raw -3554861.816041 + Penalty 11651.202153 = -3543210.613888
  nChanged 116
		SP:Iteration 33Q (55244.260000 sec): 3 clusters
  Score: Raw -3554956.430978 + Penalty 11651.202153 = -3543305.228825
  nChanged 126
		SP:Iteration 34Q (55244.340000 sec): 3 clusters
  Score: Raw -3555078.788542 + Penalty 11651.202153 = -3543427.586389
  nChanged 145
		SP:Iteration 35Q (55244.420000 sec): 3 clusters
  Score: Raw -3555230.570346 + Penalty 11651.202153 = -3543579.368193
  nChanged 155
		SP:Iteration 36Q (55244.500000 sec): 3 clusters
  Score: Raw -3555463.282721 + Penalty 11651.202153 = -3543812.080568
  nChanged 182
		SP:Iteration 37Q (55244.570000 sec): 3 clusters
  Score: Raw -3555732.452371 + Penalty 11651.202153 = -3544081.250218
  nChanged 149
		SP:Iteration 38Q (55244.650000 sec): 3 clusters
  Score: Raw -3555893.349727 + Penalty 11651.202153 = -3544242.147574
  nChanged 102
		SP:Iteration 39Q (55244.720000 sec): 3 clusters
  Score: Raw -3555966.780879 + Penalty 11651.202153 = -3544315.578726
  nChanged 42
		SP:Iteration 40F (55244.820000 sec): 3 clusters
  Score: Raw -3555988.901313 + Penalty 11651.202153 = -3544337.699160
  nChanged 26
		SP:Iteration 41Q (55244.900000 sec): 3 clusters
  Score: Raw -3555998.736991 + Penalty 11651.202153 = -3544347.534838
  nChanged 14
		SP:Iteration 42Q (55244.980000 sec): 3 clusters
  Score: Raw -3556003.143852 + Penalty 11651.202153 = -3544351.941700
  nChanged 8
		SP:Iteration 43Q (55245.050000 sec): 3 clusters
  Score: Raw -3556006.331021 + Penalty 11651.202153 = -3544355.128868
  nChanged 6
		SP:Iteration 44Q (55245.130000 sec): 3 clusters
  Score: Raw -3556008.395583 + Penalty 11651.202153 = -3544357.193430
  nChanged 6
		SP:Iteration 45Q (55245.210000 sec): 3 clusters
  Score: Raw -3556010.243975 + Penalty 11651.202153 = -3544359.041822
  nChanged 3
		SP:Iteration 46Q (55245.280000 sec): 3 clusters
  Score: Raw -3556011.340302 + Penalty 11651.202153 = -3544360.138149
  nChanged 3
		SP:Iteration 47Q (55245.350000 sec): 3 clusters
  Score: Raw -3556012.033751 + Penalty 11651.202153 = -3544360.831598
  nChanged 2
		SP:Iteration 48Q (55245.430000 sec): 3 clusters
  Score: Raw -3556012.509265 + Penalty 11651.202153 = -3544361.307112
  nChanged 1
		SP:Iteration 49Q (55245.500000 sec): 3 clusters
  Score: Raw -3556012.875270 + Penalty 11651.202153 = -3544361.673117
  nChanged 0
		SP:Iteration 50F (55245.610000 sec): 3 clusters
  Score: Raw -3556012.875270 + Penalty 11651.202153 = -3544361.673117
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55245.630000 sec): 2 clusters
  Score: Raw -371364.954266 + Penalty 4447.930344 = -366917.023922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55245.640000 sec): 3 clusters
  Score: Raw -371460.052931 + Penalty 8895.860689 = -362564.192243
  nChanged 316
		SP:Iteration 1F (55245.650000 sec): 3 clusters
  Score: Raw -371959.601461 + Penalty 8895.860689 = -363063.740773
  nChanged 77
		SP:Iteration 2F (55245.660000 sec): 3 clusters
  Score: Raw -372133.502734 + Penalty 8895.860689 = -363237.642046
  nChanged 67
		SP:Iteration 3Q (55245.670000 sec): 3 clusters
  Score: Raw -372317.937700 + Penalty 8895.860689 = -363422.077011
  nChanged 62
		SP:Iteration 4Q (55245.680000 sec): 3 clusters
  Score: Raw -372524.981010 + Penalty 8895.860689 = -363629.120322
  nChanged 59
		SP:Iteration 5Q (55245.690000 sec): 3 clusters
  Score: Raw -372706.813601 + Penalty 8895.860689 = -363810.952912
  nChanged 43
		SP:Iteration 6Q (55245.700000 sec): 3 clusters
  Score: Raw -372833.839629 + Penalty 8895.860689 = -363937.978941
  nChanged 29
		SP:Iteration 7Q (55245.710000 sec): 3 clusters
  Score: Raw -372961.989801 + Penalty 8895.860689 = -364066.129112
  nChanged 24
		SP:Iteration 8Q (55245.720000 sec): 3 clusters
  Score: Raw -373055.565385 + Penalty 8895.860689 = -364159.704697
  nChanged 18
		SP:Iteration 9Q (55245.730000 sec): 3 clusters
  Score: Raw -373134.796571 + Penalty 8895.860689 = -364238.935882
  nChanged 13
		SP:Iteration 10Q (55245.730000 sec): 3 clusters
  Score: Raw -373193.274683 + Penalty 8895.860689 = -364297.413995
  nChanged 11
		SP:Iteration 11Q (55245.750000 sec): 3 clusters
  Score: Raw -373254.252655 + Penalty 8895.860689 = -364358.391966
  nChanged 18
		SP:Iteration 12Q (55245.750000 sec): 3 clusters
  Score: Raw -373333.450586 + Penalty 8895.860689 = -364437.589897
  nChanged 11
		SP:Iteration 13Q (55245.760000 sec): 3 clusters
  Score: Raw -373379.444581 + Penalty 8895.860689 = -364483.583893
  nChanged 7
		SP:Iteration 14Q (55245.770000 sec): 3 clusters
  Score: Raw -373403.478497 + Penalty 8895.860689 = -364507.617809
  nChanged 8
		SP:Iteration 15Q (55245.780000 sec): 3 clusters
  Score: Raw -373437.788169 + Penalty 8895.860689 = -364541.927480
  nChanged 7
		SP:Iteration 16Q (55245.790000 sec): 3 clusters
  Score: Raw -373462.268245 + Penalty 8895.860689 = -364566.407557
  nChanged 7
		SP:Iteration 17Q (55245.800000 sec): 3 clusters
  Score: Raw -373488.271156 + Penalty 8895.860689 = -364592.410468
  nChanged 7
		SP:Iteration 18Q (55245.810000 sec): 3 clusters
  Score: Raw -373507.640871 + Penalty 8895.860689 = -364611.780182
  nChanged 6
		SP:Iteration 19Q (55245.810000 sec): 3 clusters
  Score: Raw -373530.042647 + Penalty 8895.860689 = -364634.181958
  nChanged 9
		SP:Iteration 20F (55245.820000 sec): 3 clusters
  Score: Raw -373551.027664 + Penalty 8895.860689 = -364655.166975
  nChanged 6
		SP:Iteration 21Q (55245.830000 sec): 3 clusters
  Score: Raw -373577.747556 + Penalty 8895.860689 = -364681.886867
  nChanged 5
		SP:Iteration 22Q (55245.840000 sec): 3 clusters
  Score: Raw -373601.991484 + Penalty 8895.860689 = -364706.130795
  nChanged 8
		SP:Iteration 23Q (55245.850000 sec): 3 clusters
  Score: Raw -373634.154952 + Penalty 8895.860689 = -364738.294264
  nChanged 11
		SP:Iteration 24Q (55245.860000 sec): 3 clusters
  Score: Raw -373684.693851 + Penalty 8895.860689 = -364788.833162
  nChanged 10
		SP:Iteration 25Q (55245.870000 sec): 3 clusters
  Score: Raw -373723.583977 + Penalty 8895.860689 = -364827.723289
  nChanged 16
		SP:Iteration 26Q (55245.870000 sec): 3 clusters
  Score: Raw -373797.064449 + Penalty 8895.860689 = -364901.203760
  nChanged 10
		SP:Iteration 27Q (55245.880000 sec): 3 clusters
  Score: Raw -373839.546317 + Penalty 8895.860689 = -364943.685629
  nChanged 7
		SP:Iteration 28Q (55245.890000 sec): 3 clusters
  Score: Raw -373867.934818 + Penalty 8895.860689 = -364972.074130
  nChanged 5
		SP:Iteration 29Q (55245.900000 sec): 3 clusters
  Score: Raw -373885.076592 + Penalty 8895.860689 = -364989.215904
  nChanged 7
		SP:Iteration 30Q (55245.910000 sec): 3 clusters
  Score: Raw -373920.528421 + Penalty 8895.860689 = -365024.667732
  nChanged 11
		SP:Iteration 31Q (55245.910000 sec): 3 clusters
  Score: Raw -373965.296480 + Penalty 8895.860689 = -365069.435791
  nChanged 13
		SP:Iteration 32Q (55245.920000 sec): 3 clusters
  Score: Raw -374042.094510 + Penalty 8895.860689 = -365146.233822
  nChanged 19
		SP:Iteration 33Q (55245.930000 sec): 3 clusters
  Score: Raw -374156.673769 + Penalty 8895.860689 = -365260.813080
  nChanged 17
		SP:Iteration 34Q (55245.940000 sec): 3 clusters
  Score: Raw -374286.866596 + Penalty 8895.860689 = -365391.005907
  nChanged 16
		SP:Iteration 35Q (55245.950000 sec): 3 clusters
  Score: Raw -374435.501003 + Penalty 8895.860689 = -365539.640314
  nChanged 15
		SP:Iteration 36Q (55245.950000 sec): 3 clusters
  Score: Raw -374517.125731 + Penalty 8895.860689 = -365621.265043
  nChanged 12
		SP:Iteration 37Q (55245.960000 sec): 3 clusters
  Score: Raw -374570.940215 + Penalty 8895.860689 = -365675.079526
  nChanged 8
		SP:Iteration 38Q (55245.970000 sec): 3 clusters
  Score: Raw -374603.873512 + Penalty 8895.860689 = -365708.012824
  nChanged 5
		SP:Iteration 39Q (55245.980000 sec): 3 clusters
  Score: Raw -374627.347438 + Penalty 8895.860689 = -365731.486749
  nChanged 2
		SP:Iteration 40F (55245.990000 sec): 3 clusters
  Score: Raw -374634.015667 + Penalty 8895.860689 = -365738.154979
  nChanged 4
		SP:Iteration 41Q (55246.000000 sec): 3 clusters
  Score: Raw -374652.761902 + Penalty 8895.860689 = -365756.901214
  nChanged 1
		SP:Iteration 42Q (55246.010000 sec): 3 clusters
  Score: Raw -374657.373717 + Penalty 8895.860689 = -365761.513029
  nChanged 1
		SP:Iteration 43Q (55246.010000 sec): 3 clusters
  Score: Raw -374661.907472 + Penalty 8895.860689 = -365766.046784
  nChanged 2
		SP:Iteration 44Q (55246.020000 sec): 3 clusters
  Score: Raw -374673.973279 + Penalty 8895.860689 = -365778.112591
  nChanged 2
		SP:Iteration 45Q (55246.030000 sec): 3 clusters
  Score: Raw -374685.687346 + Penalty 8895.860689 = -365789.826657
  nChanged 1
		SP:Iteration 46Q (55246.040000 sec): 3 clusters
  Score: Raw -374689.109272 + Penalty 8895.860689 = -365793.248583
  nChanged 0
		SP:Iteration 47F (55246.050000 sec): 3 clusters
  Score: Raw -374689.109272 + Penalty 8895.860689 = -365793.248583
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 54 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55246.050000 sec): 2 clusters
  Score: Raw -43291.925633 + Penalty 3173.842425 = -40118.083208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55246.060000 sec): 3 clusters
  Score: Raw -44322.104229 + Penalty 6347.684849 = -37974.419380
  nChanged 1
		SP:Iteration 1Q (55246.060000 sec): 3 clusters
  Score: Raw -44330.338592 + Penalty 6347.684849 = -37982.653743
  nChanged 0
		SP:Iteration 2F (55246.060000 sec): 3 clusters
  Score: Raw -44330.338592 + Penalty 6347.684849 = -37982.653743
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 55 (116648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55246.830000 sec): 2 clusters
  Score: Raw -31076523.639492 + Penalty 7145.986131 = -31069377.653361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55247.720000 sec): 3 clusters
  Score: Raw -31004526.197827 + Penalty 14291.972262 = -30990234.225565
  nChanged 53756
		SP:Iteration 1F (55248.600000 sec): 3 clusters
  Score: Raw -31034223.236340 + Penalty 14291.972262 = -31019931.264078
  nChanged 4776
		SP:Iteration 2Q (55249.490000 sec): 3 clusters
  Score: Raw -31035577.960572 + Penalty 14291.972262 = -31021285.988311
  nChanged 4646
		SP:Iteration 3Q (55250.390000 sec): 3 clusters
  Score: Raw -31037057.630132 + Penalty 14291.972262 = -31022765.657870
  nChanged 5004
		SP:Iteration 4Q (55251.280000 sec): 3 clusters
  Score: Raw -31038936.882247 + Penalty 14291.972262 = -31024644.909986
  nChanged 5656
		SP:Iteration 5Q (55252.170000 sec): 3 clusters
  Score: Raw -31041482.030249 + Penalty 14291.972262 = -31027190.057988
  nChanged 6558
		SP:Iteration 6F (55253.050000 sec): 3 clusters
  Score: Raw -31045050.212935 + Penalty 14291.972262 = -31030758.240673
  nChanged 7501
		SP:Iteration 7F (55253.900000 sec): 3 clusters
  Score: Raw -31050047.558611 + Penalty 14291.972262 = -31035755.586350
  nChanged 8271
		SP:Iteration 8F (55254.760000 sec): 3 clusters
  Score: Raw -31056581.331009 + Penalty 14291.972262 = -31042289.358747
  nChanged 8171
		SP:Iteration 9F (55255.630000 sec): 3 clusters
  Score: Raw -31063796.846304 + Penalty 14291.972262 = -31049504.874043
  nChanged 6647
		SP:Iteration 10F (55256.480000 sec): 3 clusters
  Score: Raw -31069971.910415 + Penalty 14291.972262 = -31055679.938153
  nChanged 4202
		SP:Iteration 11Q (55257.330000 sec): 3 clusters
  Score: Raw -31073827.551904 + Penalty 14291.972262 = -31059535.579643
  nChanged 2143
		SP:Iteration 12Q (55258.130000 sec): 3 clusters
  Score: Raw -31075790.318415 + Penalty 14291.972262 = -31061498.346153
  nChanged 898
		SP:Iteration 13Q (55258.840000 sec): 3 clusters
  Score: Raw -31076645.963304 + Penalty 14291.972262 = -31062353.991042
  nChanged 381
		SP:Iteration 14Q (55259.500000 sec): 3 clusters
  Score: Raw -31077030.478096 + Penalty 14291.972262 = -31062738.505834
  nChanged 175
		SP:Iteration 15Q (55260.120000 sec): 3 clusters
  Score: Raw -31077212.766933 + Penalty 14291.972262 = -31062920.794672
  nChanged 94
		SP:Iteration 16Q (55260.740000 sec): 3 clusters
  Score: Raw -31077309.003669 + Penalty 14291.972262 = -31063017.031407
  nChanged 64
		SP:Iteration 17Q (55261.350000 sec): 3 clusters
  Score: Raw -31077375.347491 + Penalty 14291.972262 = -31063083.375229
  nChanged 43
		SP:Iteration 18Q (55261.950000 sec): 3 clusters
  Score: Raw -31077420.546630 + Penalty 14291.972262 = -31063128.574368
  nChanged 28
		SP:Iteration 19Q (55262.550000 sec): 3 clusters
  Score: Raw -31077451.694287 + Penalty 14291.972262 = -31063159.722026
  nChanged 18
		SP:Iteration 20F (55263.410000 sec): 3 clusters
  Score: Raw -31077473.960940 + Penalty 14291.972262 = -31063181.988678
  nChanged 18
		SP:Iteration 21Q (55264.010000 sec): 3 clusters
  Score: Raw -31077493.714187 + Penalty 14291.972262 = -31063201.741925
  nChanged 11
		SP:Iteration 22Q (55264.610000 sec): 3 clusters
  Score: Raw -31077503.701529 + Penalty 14291.972262 = -31063211.729267
  nChanged 6
		SP:Iteration 23Q (55265.210000 sec): 3 clusters
  Score: Raw -31077511.267466 + Penalty 14291.972262 = -31063219.295204
  nChanged 6
		SP:Iteration 24Q (55265.800000 sec): 3 clusters
  Score: Raw -31077516.586144 + Penalty 14291.972262 = -31063224.613882
  nChanged 4
		SP:Iteration 25Q (55266.400000 sec): 3 clusters
  Score: Raw -31077521.178684 + Penalty 14291.972262 = -31063229.206422
  nChanged 4
		SP:Iteration 26Q (55267.000000 sec): 3 clusters
  Score: Raw -31077525.035351 + Penalty 14291.972262 = -31063233.063090
  nChanged 4
		SP:Iteration 27Q (55267.590000 sec): 3 clusters
  Score: Raw -31077528.606445 + Penalty 14291.972262 = -31063236.634183
  nChanged 3
		SP:Iteration 28Q (55268.200000 sec): 3 clusters
  Score: Raw -31077531.188726 + Penalty 14291.972262 = -31063239.216464
  nChanged 6
		SP:Iteration 29Q (55268.820000 sec): 3 clusters
  Score: Raw -31077536.987782 + Penalty 14291.972262 = -31063245.015520
  nChanged 3
		SP:Iteration 30Q (55269.430000 sec): 3 clusters
  Score: Raw -31077540.639763 + Penalty 14291.972262 = -31063248.667501
  nChanged 1
		SP:Iteration 31Q (55270.050000 sec): 3 clusters
  Score: Raw -31077542.304659 + Penalty 14291.972262 = -31063250.332397
  nChanged 3
		SP:Iteration 32Q (55270.660000 sec): 3 clusters
  Score: Raw -31077545.312951 + Penalty 14291.972262 = -31063253.340689
  nChanged 1
		SP:Iteration 33Q (55271.280000 sec): 3 clusters
  Score: Raw -31077546.300295 + Penalty 14291.972262 = -31063254.328033
  nChanged 1
		SP:Iteration 34Q (55271.890000 sec): 3 clusters
  Score: Raw -31077547.455809 + Penalty 14291.972262 = -31063255.483547
  nChanged 0
		SP:Iteration 35F (55272.770000 sec): 3 clusters
  Score: Raw -31077547.455809 + Penalty 14291.972262 = -31063255.483547
  nChanged 0
Iteration 499Q (55304.940000 sec): 56 clusters
  Score: Raw -522533380.488973 + Penalty 488646.756571 = -522044733.732402
  nChanged 35
Iteration 500F (55589.880000 sec): 56 clusters
  Score: Raw -522533381.332923 + Penalty 488646.756571 = -522044734.576353
  nChanged 38
Iteration 501Q (55622.000000 sec): 56 clusters
  Score: Raw -522533382.281935 + Penalty 488646.756571 = -522044735.525364
  nChanged 39
Iteration 502Q (55654.500000 sec): 56 clusters
  Score: Raw -522533383.023986 + Penalty 488646.756571 = -522044736.267415
  nChanged 37
Iteration 503Q (55687.090000 sec): 56 clusters
  Score: Raw -522533383.887207 + Penalty 488646.756571 = -522044737.130636
  nChanged 29
Iteration 504Q (55719.260000 sec): 56 clusters
  Score: Raw -522533384.620458 + Penalty 488646.756571 = -522044737.863888
  nChanged 32
Iteration 505Q (55751.570000 sec): 56 clusters
  Score: Raw -522533385.320206 + Penalty 488646.756571 = -522044738.563635
  nChanged 33
Iteration 506Q (55786.120000 sec): 56 clusters
  Score: Raw -522533385.930073 + Penalty 488646.756571 = -522044739.173503
  nChanged 29
Iteration 507Q (55820.730000 sec): 56 clusters
  Score: Raw -522533386.448754 + Penalty 488646.756571 = -522044739.692183
  nChanged 25
Iteration 508Q (55855.280000 sec): 56 clusters
  Score: Raw -522533387.060002 + Penalty 488646.756571 = -522044740.303431
  nChanged 25
Iteration 509Q (55889.090000 sec): 56 clusters
  Score: Raw -522533387.696274 + Penalty 488646.756571 = -522044740.939704
  nChanged 27
Iteration 510Q (55922.210000 sec): 56 clusters
  Score: Raw -522533388.443945 + Penalty 488646.756571 = -522044741.687374
  nChanged 29
Iteration 511Q (55956.160000 sec): 56 clusters
  Score: Raw -522533389.067827 + Penalty 488646.756571 = -522044742.311256
  nChanged 22
Iteration 512Q (55989.790000 sec): 56 clusters
  Score: Raw -522533389.695481 + Penalty 488646.756571 = -522044742.938911
  nChanged 28
Iteration 513Q (56023.400000 sec): 56 clusters
  Score: Raw -522533390.297586 + Penalty 488646.756571 = -522044743.541015
  nChanged 28
Iteration 514Q (56056.780000 sec): 56 clusters
  Score: Raw -522533391.057897 + Penalty 488646.756571 = -522044744.301326
  nChanged 35
Iteration 515Q (56090.180000 sec): 56 clusters
  Score: Raw -522533392.758053 + Penalty 488646.756571 = -522044746.001482
  nChanged 41
Iteration 516Q (56123.760000 sec): 56 clusters
  Score: Raw -522533394.309852 + Penalty 488646.756571 = -522044747.553281
  nChanged 36
Iteration 517Q (56157.180000 sec): 56 clusters
  Score: Raw -522533395.863293 + Penalty 488646.756571 = -522044749.106722
  nChanged 38
Iteration 518Q (56190.470000 sec): 56 clusters
  Score: Raw -522533397.275203 + Penalty 488646.756571 = -522044750.518632
  nChanged 36
Iteration 519Q (56223.850000 sec): 56 clusters
  Score: Raw -522533398.591151 + Penalty 488646.756571 = -522044751.834580
  nChanged 37
Iteration 520F (56513.060000 sec): 56 clusters
  Score: Raw -522533400.169552 + Penalty 488646.756571 = -522044753.412981
  nChanged 39
Iteration 521Q (56546.720000 sec): 56 clusters
  Score: Raw -522533402.705155 + Penalty 488646.756571 = -522044755.948585
  nChanged 42
Iteration 522Q (56580.100000 sec): 56 clusters
  Score: Raw -522533404.964931 + Penalty 488646.756571 = -522044758.208361
  nChanged 47
Iteration 523Q (56613.650000 sec): 56 clusters
  Score: Raw -522533407.506840 + Penalty 488646.756571 = -522044760.750270
  nChanged 51
Iteration 524Q (56648.140000 sec): 56 clusters
  Score: Raw -522533410.288848 + Penalty 488646.756571 = -522044763.532277
  nChanged 51
Iteration 525Q (56682.600000 sec): 56 clusters
  Score: Raw -522533413.621325 + Penalty 488646.756571 = -522044766.864754
  nChanged 48
Iteration 526Q (56716.520000 sec): 56 clusters
  Score: Raw -522533416.910039 + Penalty 488646.756571 = -522044770.153468
  nChanged 62
Iteration 527Q (56750.130000 sec): 56 clusters
  Score: Raw -522533420.833150 + Penalty 488646.756571 = -522044774.076579
  nChanged 47
Iteration 528Q (56783.730000 sec): 56 clusters
  Score: Raw -522533424.557119 + Penalty 488646.756571 = -522044777.800548
  nChanged 70
Iteration 529Q (56817.320000 sec): 56 clusters
  Score: Raw -522533427.537387 + Penalty 488646.756571 = -522044780.780816
  nChanged 65
Iteration 530Q (56850.900000 sec): 56 clusters
  Score: Raw -522533430.636192 + Penalty 488646.756571 = -522044783.879622
  nChanged 56
Iteration 531Q (56884.430000 sec): 56 clusters
  Score: Raw -522533433.258516 + Penalty 488646.756571 = -522044786.501945
  nChanged 60
Iteration 532Q (56917.990000 sec): 56 clusters
  Score: Raw -522533436.512129 + Penalty 488646.756571 = -522044789.755558
  nChanged 56
Iteration 533Q (56951.940000 sec): 56 clusters
  Score: Raw -522533440.760182 + Penalty 488646.756571 = -522044794.003612
  nChanged 56
Iteration 534Q (56985.450000 sec): 56 clusters
  Score: Raw -522533443.244112 + Penalty 488646.756571 = -522044796.487542
  nChanged 58
Iteration 535Q (57019.210000 sec): 56 clusters
  Score: Raw -522533446.486053 + Penalty 488646.756571 = -522044799.729483
  nChanged 58
Iteration 536Q (57052.880000 sec): 56 clusters
  Score: Raw -522533449.944178 + Penalty 488646.756571 = -522044803.187607
  nChanged 70
Iteration 537Q (57086.440000 sec): 56 clusters
  Score: Raw -522533455.963661 + Penalty 488646.756571 = -522044809.207091
  nChanged 68
Iteration 538Q (57120.230000 sec): 56 clusters
  Score: Raw -522533461.481538 + Penalty 488646.756571 = -522044814.724967
  nChanged 59
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522533461.481538 + Penalty 488646.756571 = -522044814.724967
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (50563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57120.880000 sec): 2 clusters
  Score: Raw -12808297.915158 + Penalty 6633.972410 = -12801663.942749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57121.260000 sec): 3 clusters
  Score: Raw -12778914.077766 + Penalty 13267.944819 = -12765646.132947
  nChanged 22346
		SP:Iteration 1F (57121.650000 sec): 3 clusters
  Score: Raw -12791955.694363 + Penalty 13267.944819 = -12778687.749544
  nChanged 3423
		SP:Iteration 2F (57122.030000 sec): 3 clusters
  Score: Raw -12794042.925795 + Penalty 13267.944819 = -12780774.980976
  nChanged 3316
		SP:Iteration 3F (57122.410000 sec): 3 clusters
  Score: Raw -12796026.273296 + Penalty 13267.944819 = -12782758.328476
  nChanged 3084
		SP:Iteration 4F (57122.800000 sec): 3 clusters
  Score: Raw -12797695.805133 + Penalty 13267.944819 = -12784427.860314
  nChanged 2764
		SP:Iteration 5F (57123.180000 sec): 3 clusters
  Score: Raw -12799046.112192 + Penalty 13267.944819 = -12785778.167373
  nChanged 2377
		SP:Iteration 6Q (57123.560000 sec): 3 clusters
  Score: Raw -12800168.668827 + Penalty 13267.944819 = -12786900.724008
  nChanged 2093
		SP:Iteration 7Q (57123.940000 sec): 3 clusters
  Score: Raw -12801143.389486 + Penalty 13267.944819 = -12787875.444667
  nChanged 1954
		SP:Iteration 8Q (57124.320000 sec): 3 clusters
  Score: Raw -12802048.016655 + Penalty 13267.944819 = -12788780.071835
  nChanged 1781
		SP:Iteration 9Q (57124.700000 sec): 3 clusters
  Score: Raw -12802860.271967 + Penalty 13267.944819 = -12789592.327148
  nChanged 1664
		SP:Iteration 10Q (57125.080000 sec): 3 clusters
  Score: Raw -12803612.548380 + Penalty 13267.944819 = -12790344.603561
  nChanged 1587
		SP:Iteration 11Q (57125.460000 sec): 3 clusters
  Score: Raw -12804370.855814 + Penalty 13267.944819 = -12791102.910995
  nChanged 1539
		SP:Iteration 12Q (57125.830000 sec): 3 clusters
  Score: Raw -12805116.024430 + Penalty 13267.944819 = -12791848.079611
  nChanged 1417
		SP:Iteration 13Q (57126.210000 sec): 3 clusters
  Score: Raw -12805774.741432 + Penalty 13267.944819 = -12792506.796613
  nChanged 1288
		SP:Iteration 14Q (57126.580000 sec): 3 clusters
  Score: Raw -12806306.191699 + Penalty 13267.944819 = -12793038.246880
  nChanged 1169
		SP:Iteration 15Q (57126.950000 sec): 3 clusters
  Score: Raw -12806769.929969 + Penalty 13267.944819 = -12793501.985150
  nChanged 979
		SP:Iteration 16Q (57127.320000 sec): 3 clusters
  Score: Raw -12807096.330168 + Penalty 13267.944819 = -12793828.385349
  nChanged 779
		SP:Iteration 17Q (57127.690000 sec): 3 clusters
  Score: Raw -12807333.773303 + Penalty 13267.944819 = -12794065.828484
  nChanged 660
		SP:Iteration 18Q (57128.060000 sec): 3 clusters
  Score: Raw -12807504.949434 + Penalty 13267.944819 = -12794237.004615
  nChanged 530
		SP:Iteration 19Q (57128.430000 sec): 3 clusters
  Score: Raw -12807640.438505 + Penalty 13267.944819 = -12794372.493686
  nChanged 451
		SP:Iteration 20F (57128.810000 sec): 3 clusters
  Score: Raw -12807746.016693 + Penalty 13267.944819 = -12794478.071874
  nChanged 418
		SP:Iteration 21Q (57129.170000 sec): 3 clusters
  Score: Raw -12807835.912950 + Penalty 13267.944819 = -12794567.968131
  nChanged 360
		SP:Iteration 22Q (57129.540000 sec): 3 clusters
  Score: Raw -12807901.444328 + Penalty 13267.944819 = -12794633.499509
  nChanged 310
		SP:Iteration 23Q (57129.900000 sec): 3 clusters
  Score: Raw -12807955.415677 + Penalty 13267.944819 = -12794687.470858
  nChanged 282
		SP:Iteration 24Q (57130.260000 sec): 3 clusters
  Score: Raw -12808005.060862 + Penalty 13267.944819 = -12794737.116043
  nChanged 264
		SP:Iteration 25Q (57130.630000 sec): 3 clusters
  Score: Raw -12808047.220451 + Penalty 13267.944819 = -12794779.275632
  nChanged 237
		SP:Iteration 26Q (57130.990000 sec): 3 clusters
  Score: Raw -12808086.725235 + Penalty 13267.944819 = -12794818.780416
  nChanged 200
		SP:Iteration 27Q (57131.350000 sec): 3 clusters
  Score: Raw -12808117.053863 + Penalty 13267.944819 = -12794849.109044
  nChanged 183
		SP:Iteration 28Q (57131.710000 sec): 3 clusters
  Score: Raw -12808140.937530 + Penalty 13267.944819 = -12794872.992711
  nChanged 160
		SP:Iteration 29Q (57132.070000 sec): 3 clusters
  Score: Raw -12808158.987368 + Penalty 13267.944819 = -12794891.042548
  nChanged 132
		SP:Iteration 30Q (57132.430000 sec): 3 clusters
  Score: Raw -12808175.388993 + Penalty 13267.944819 = -12794907.444174
  nChanged 126
		SP:Iteration 31Q (57132.800000 sec): 3 clusters
  Score: Raw -12808190.135825 + Penalty 13267.944819 = -12794922.191006
  nChanged 111
		SP:Iteration 32Q (57133.160000 sec): 3 clusters
  Score: Raw -12808202.561355 + Penalty 13267.944819 = -12794934.616536
  nChanged 93
		SP:Iteration 33Q (57133.520000 sec): 3 clusters
  Score: Raw -12808211.008317 + Penalty 13267.944819 = -12794943.063497
  nChanged 72
		SP:Iteration 34Q (57133.880000 sec): 3 clusters
  Score: Raw -12808218.217121 + Penalty 13267.944819 = -12794950.272302
  nChanged 81
		SP:Iteration 35Q (57134.240000 sec): 3 clusters
  Score: Raw -12808226.345449 + Penalty 13267.944819 = -12794958.400630
  nChanged 74
		SP:Iteration 36Q (57134.600000 sec): 3 clusters
  Score: Raw -12808232.859196 + Penalty 13267.944819 = -12794964.914377
  nChanged 60
		SP:Iteration 37Q (57134.970000 sec): 3 clusters
  Score: Raw -12808237.853999 + Penalty 13267.944819 = -12794969.909180
  nChanged 59
		SP:Iteration 38Q (57135.330000 sec): 3 clusters
  Score: Raw -12808243.215225 + Penalty 13267.944819 = -12794975.270406
  nChanged 49
		SP:Iteration 39Q (57135.690000 sec): 3 clusters
  Score: Raw -12808247.510242 + Penalty 13267.944819 = -12794979.565423
  nChanged 49
		SP:Iteration 40F (57136.070000 sec): 3 clusters
  Score: Raw -12808251.247283 + Penalty 13267.944819 = -12794983.302464
  nChanged 37
		SP:Iteration 41Q (57136.430000 sec): 3 clusters
  Score: Raw -12808254.328586 + Penalty 13267.944819 = -12794986.383767
  nChanged 41
		SP:Iteration 42Q (57136.790000 sec): 3 clusters
  Score: Raw -12808257.996851 + Penalty 13267.944819 = -12794990.052032
  nChanged 39
		SP:Iteration 43Q (57137.160000 sec): 3 clusters
  Score: Raw -12808261.465503 + Penalty 13267.944819 = -12794993.520684
  nChanged 47
		SP:Iteration 44Q (57137.520000 sec): 3 clusters
  Score: Raw -12808265.860257 + Penalty 13267.944819 = -12794997.915437
  nChanged 58
		SP:Iteration 45Q (57137.880000 sec): 3 clusters
  Score: Raw -12808270.852116 + Penalty 13267.944819 = -12795002.907297
  nChanged 56
		SP:Iteration 46Q (57138.240000 sec): 3 clusters
  Score: Raw -12808276.393803 + Penalty 13267.944819 = -12795008.448984
  nChanged 63
		SP:Iteration 47Q (57138.610000 sec): 3 clusters
  Score: Raw -12808282.359051 + Penalty 13267.944819 = -12795014.414232
  nChanged 67
		SP:Iteration 48Q (57138.970000 sec): 3 clusters
  Score: Raw -12808288.398568 + Penalty 13267.944819 = -12795020.453749
  nChanged 74
		SP:Iteration 49Q (57139.330000 sec): 3 clusters
  Score: Raw -12808294.744296 + Penalty 13267.944819 = -12795026.799477
  nChanged 53
		SP:Iteration 50Q (57139.690000 sec): 3 clusters
  Score: Raw -12808299.087424 + Penalty 13267.944819 = -12795031.142605
  nChanged 50
		SP:Iteration 51Q (57140.050000 sec): 3 clusters
  Score: Raw -12808302.855840 + Penalty 13267.944819 = -12795034.911021
  nChanged 49
		SP:Iteration 52Q (57140.410000 sec): 3 clusters
  Score: Raw -12808306.958534 + Penalty 13267.944819 = -12795039.013715
  nChanged 36
		SP:Iteration 53Q (57140.770000 sec): 3 clusters
  Score: Raw -12808309.853949 + Penalty 13267.944819 = -12795041.909130
  nChanged 41
		SP:Iteration 54Q (57141.130000 sec): 3 clusters
  Score: Raw -12808312.919259 + Penalty 13267.944819 = -12795044.974440
  nChanged 31
		SP:Iteration 55Q (57141.500000 sec): 3 clusters
  Score: Raw -12808315.590326 + Penalty 13267.944819 = -12795047.645507
  nChanged 31
		SP:Iteration 56Q (57141.860000 sec): 3 clusters
  Score: Raw -12808318.091930 + Penalty 13267.944819 = -12795050.147111
  nChanged 37
		SP:Iteration 57Q (57142.220000 sec): 3 clusters
  Score: Raw -12808320.712131 + Penalty 13267.944819 = -12795052.767312
  nChanged 24
		SP:Iteration 58Q (57142.580000 sec): 3 clusters
  Score: Raw -12808322.288329 + Penalty 13267.944819 = -12795054.343510
  nChanged 18
		SP:Iteration 59Q (57142.940000 sec): 3 clusters
  Score: Raw -12808323.494447 + Penalty 13267.944819 = -12795055.549628
  nChanged 22
		SP:Iteration 60F (57143.320000 sec): 3 clusters
  Score: Raw -12808325.175057 + Penalty 13267.944819 = -12795057.230237
  nChanged 20
		SP:Iteration 61Q (57143.680000 sec): 3 clusters
  Score: Raw -12808326.518828 + Penalty 13267.944819 = -12795058.574009
  nChanged 14
		SP:Iteration 62Q (57144.040000 sec): 3 clusters
  Score: Raw -12808327.343644 + Penalty 13267.944819 = -12795059.398825
  nChanged 12
		SP:Iteration 63Q (57144.410000 sec): 3 clusters
  Score: Raw -12808327.971825 + Penalty 13267.944819 = -12795060.027006
  nChanged 7
		SP:Iteration 64Q (57144.770000 sec): 3 clusters
  Score: Raw -12808328.417908 + Penalty 13267.944819 = -12795060.473089
  nChanged 9
		SP:Iteration 65Q (57145.130000 sec): 3 clusters
  Score: Raw -12808328.892807 + Penalty 13267.944819 = -12795060.947988
  nChanged 12
		SP:Iteration 66Q (57145.490000 sec): 3 clusters
  Score: Raw -12808329.551800 + Penalty 13267.944819 = -12795061.606981
  nChanged 15
		SP:Iteration 67Q (57145.850000 sec): 3 clusters
  Score: Raw -12808330.561308 + Penalty 13267.944819 = -12795062.616489
  nChanged 14
		SP:Iteration 68Q (57146.210000 sec): 3 clusters
  Score: Raw -12808331.480566 + Penalty 13267.944819 = -12795063.535747
  nChanged 8
		SP:Iteration 69Q (57146.570000 sec): 3 clusters
  Score: Raw -12808331.971040 + Penalty 13267.944819 = -12795064.026221
  nChanged 10
		SP:Iteration 70Q (57146.930000 sec): 3 clusters
  Score: Raw -12808332.528885 + Penalty 13267.944819 = -12795064.584066
  nChanged 9
		SP:Iteration 71Q (57147.290000 sec): 3 clusters
  Score: Raw -12808332.986406 + Penalty 13267.944819 = -12795065.041587
  nChanged 9
		SP:Iteration 72Q (57147.660000 sec): 3 clusters
  Score: Raw -12808333.445656 + Penalty 13267.944819 = -12795065.500837
  nChanged 7
		SP:Iteration 73Q (57148.020000 sec): 3 clusters
  Score: Raw -12808333.826014 + Penalty 13267.944819 = -12795065.881195
  nChanged 2
		SP:Iteration 74Q (57148.380000 sec): 3 clusters
  Score: Raw -12808333.912345 + Penalty 13267.944819 = -12795065.967526
  nChanged 3
		SP:Iteration 75Q (57148.740000 sec): 3 clusters
  Score: Raw -12808334.126417 + Penalty 13267.944819 = -12795066.181597
  nChanged 4
		SP:Iteration 76Q (57149.110000 sec): 3 clusters
  Score: Raw -12808334.365271 + Penalty 13267.944819 = -12795066.420452
  nChanged 5
		SP:Iteration 77Q (57149.470000 sec): 3 clusters
  Score: Raw -12808334.611108 + Penalty 13267.944819 = -12795066.666289
  nChanged 3
		SP:Iteration 78Q (57149.830000 sec): 3 clusters
  Score: Raw -12808334.799015 + Penalty 13267.944819 = -12795066.854196
  nChanged 2
		SP:Iteration 79Q (57150.190000 sec): 3 clusters
  Score: Raw -12808334.943441 + Penalty 13267.944819 = -12795066.998622
  nChanged 2
		SP:Iteration 80F (57150.570000 sec): 3 clusters
  Score: Raw -12808335.034892 + Penalty 13267.944819 = -12795067.090073
  nChanged 2
		SP:Iteration 81Q (57150.930000 sec): 3 clusters
  Score: Raw -12808335.145194 + Penalty 13267.944819 = -12795067.200375
  nChanged 4
		SP:Iteration 82Q (57151.290000 sec): 3 clusters
  Score: Raw -12808335.460706 + Penalty 13267.944819 = -12795067.515887
  nChanged 1
		SP:Iteration 83Q (57151.660000 sec): 3 clusters
  Score: Raw -12808335.505984 + Penalty 13267.944819 = -12795067.561165
  nChanged 0
		SP:Iteration 84F (57152.040000 sec): 3 clusters
  Score: Raw -12808335.505984 + Penalty 13267.944819 = -12795067.561165
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (38468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57152.300000 sec): 2 clusters
  Score: Raw -10255963.423298 + Penalty 6466.518979 = -10249496.904319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57152.590000 sec): 3 clusters
  Score: Raw -10234223.994696 + Penalty 12933.037957 = -10221290.956739
  nChanged 16650
		SP:Iteration 1F (57152.890000 sec): 3 clusters
  Score: Raw -10243139.529589 + Penalty 12933.037957 = -10230206.491632
  nChanged 2299
		SP:Iteration 2F (57153.180000 sec): 3 clusters
  Score: Raw -10244304.019900 + Penalty 12933.037957 = -10231370.981943
  nChanged 2238
		SP:Iteration 3F (57153.480000 sec): 3 clusters
  Score: Raw -10245778.721430 + Penalty 12933.037957 = -10232845.683473
  nChanged 2490
		SP:Iteration 4F (57153.770000 sec): 3 clusters
  Score: Raw -10247870.981433 + Penalty 12933.037957 = -10234937.943476
  nChanged 2871
		SP:Iteration 5F (57154.070000 sec): 3 clusters
  Score: Raw -10250525.612931 + Penalty 12933.037957 = -10237592.574974
  nChanged 3024
		SP:Iteration 6F (57154.360000 sec): 3 clusters
  Score: Raw -10252987.202316 + Penalty 12933.037957 = -10240054.164359
  nChanged 2610
		SP:Iteration 7F (57154.660000 sec): 3 clusters
  Score: Raw -10254670.860425 + Penalty 12933.037957 = -10241737.822468
  nChanged 1877
		SP:Iteration 8Q (57154.950000 sec): 3 clusters
  Score: Raw -10255610.099737 + Penalty 12933.037957 = -10242677.061780
  nChanged 1263
		SP:Iteration 9Q (57155.240000 sec): 3 clusters
  Score: Raw -10256109.682008 + Penalty 12933.037957 = -10243176.644051
  nChanged 864
		SP:Iteration 10Q (57155.530000 sec): 3 clusters
  Score: Raw -10256427.269144 + Penalty 12933.037957 = -10243494.231187
  nChanged 685
		SP:Iteration 11Q (57155.830000 sec): 3 clusters
  Score: Raw -10256678.524911 + Penalty 12933.037957 = -10243745.486953
  nChanged 611
		SP:Iteration 12Q (57156.120000 sec): 3 clusters
  Score: Raw -10256906.094985 + Penalty 12933.037957 = -10243973.057028
  nChanged 540
		SP:Iteration 13Q (57156.410000 sec): 3 clusters
  Score: Raw -10257111.167256 + Penalty 12933.037957 = -10244178.129298
  nChanged 508
		SP:Iteration 14Q (57156.700000 sec): 3 clusters
  Score: Raw -10257305.557148 + Penalty 12933.037957 = -10244372.519191
  nChanged 481
		SP:Iteration 15Q (57156.990000 sec): 3 clusters
  Score: Raw -10257498.088881 + Penalty 12933.037957 = -10244565.050924
  nChanged 469
		SP:Iteration 16Q (57157.290000 sec): 3 clusters
  Score: Raw -10257712.857290 + Penalty 12933.037957 = -10244779.819333
  nChanged 486
		SP:Iteration 17Q (57157.580000 sec): 3 clusters
  Score: Raw -10257963.644437 + Penalty 12933.037957 = -10245030.606479
  nChanged 446
		SP:Iteration 18Q (57157.870000 sec): 3 clusters
  Score: Raw -10258213.674360 + Penalty 12933.037957 = -10245280.636403
  nChanged 441
		SP:Iteration 19Q (57158.160000 sec): 3 clusters
  Score: Raw -10258462.196224 + Penalty 12933.037957 = -10245529.158266
  nChanged 410
		SP:Iteration 20F (57158.450000 sec): 3 clusters
  Score: Raw -10258705.990481 + Penalty 12933.037957 = -10245772.952524
  nChanged 396
		SP:Iteration 21Q (57158.730000 sec): 3 clusters
  Score: Raw -10258959.241674 + Penalty 12933.037957 = -10246026.203717
  nChanged 338
		SP:Iteration 22Q (57159.010000 sec): 3 clusters
  Score: Raw -10259142.707002 + Penalty 12933.037957 = -10246209.669045
  nChanged 289
		SP:Iteration 23Q (57159.280000 sec): 3 clusters
  Score: Raw -10259309.012971 + Penalty 12933.037957 = -10246375.975014
  nChanged 244
		SP:Iteration 24Q (57159.540000 sec): 3 clusters
  Score: Raw -10259437.728657 + Penalty 12933.037957 = -10246504.690700
  nChanged 211
		SP:Iteration 25Q (57159.800000 sec): 3 clusters
  Score: Raw -10259536.194858 + Penalty 12933.037957 = -10246603.156901
  nChanged 190
		SP:Iteration 26Q (57160.050000 sec): 3 clusters
  Score: Raw -10259627.950380 + Penalty 12933.037957 = -10246694.912422
  nChanged 171
		SP:Iteration 27Q (57160.300000 sec): 3 clusters
  Score: Raw -10259699.437886 + Penalty 12933.037957 = -10246766.399928
  nChanged 124
		SP:Iteration 28Q (57160.550000 sec): 3 clusters
  Score: Raw -10259746.951535 + Penalty 12933.037957 = -10246813.913578
  nChanged 102
		SP:Iteration 29Q (57160.800000 sec): 3 clusters
  Score: Raw -10259788.139214 + Penalty 12933.037957 = -10246855.101257
  nChanged 91
		SP:Iteration 30Q (57161.040000 sec): 3 clusters
  Score: Raw -10259822.641796 + Penalty 12933.037957 = -10246889.603839
  nChanged 85
		SP:Iteration 31Q (57161.280000 sec): 3 clusters
  Score: Raw -10259849.729550 + Penalty 12933.037957 = -10246916.691593
  nChanged 65
		SP:Iteration 32Q (57161.520000 sec): 3 clusters
  Score: Raw -10259869.382072 + Penalty 12933.037957 = -10246936.344115
  nChanged 48
		SP:Iteration 33Q (57161.760000 sec): 3 clusters
  Score: Raw -10259882.947612 + Penalty 12933.037957 = -10246949.909655
  nChanged 40
		SP:Iteration 34Q (57162.000000 sec): 3 clusters
  Score: Raw -10259894.196801 + Penalty 12933.037957 = -10246961.158844
  nChanged 39
		SP:Iteration 35Q (57162.240000 sec): 3 clusters
  Score: Raw -10259906.608981 + Penalty 12933.037957 = -10246973.571024
  nChanged 33
		SP:Iteration 36Q (57162.470000 sec): 3 clusters
  Score: Raw -10259914.548777 + Penalty 12933.037957 = -10246981.510819
  nChanged 29
		SP:Iteration 37Q (57162.710000 sec): 3 clusters
  Score: Raw -10259921.832514 + Penalty 12933.037957 = -10246988.794557
  nChanged 18
		SP:Iteration 38Q (57162.950000 sec): 3 clusters
  Score: Raw -10259926.274703 + Penalty 12933.037957 = -10246993.236746
  nChanged 18
		SP:Iteration 39Q (57163.180000 sec): 3 clusters
  Score: Raw -10259931.481000 + Penalty 12933.037957 = -10246998.443043
  nChanged 21
		SP:Iteration 40F (57163.470000 sec): 3 clusters
  Score: Raw -10259936.212833 + Penalty 12933.037957 = -10247003.174876
  nChanged 19
		SP:Iteration 41Q (57163.710000 sec): 3 clusters
  Score: Raw -10259940.013102 + Penalty 12933.037957 = -10247006.975145
  nChanged 15
		SP:Iteration 42Q (57163.940000 sec): 3 clusters
  Score: Raw -10259943.242555 + Penalty 12933.037957 = -10247010.204598
  nChanged 13
		SP:Iteration 43Q (57164.180000 sec): 3 clusters
  Score: Raw -10259945.881020 + Penalty 12933.037957 = -10247012.843062
  nChanged 13
		SP:Iteration 44Q (57164.410000 sec): 3 clusters
  Score: Raw -10259948.194261 + Penalty 12933.037957 = -10247015.156304
  nChanged 14
		SP:Iteration 45Q (57164.640000 sec): 3 clusters
  Score: Raw -10259951.292740 + Penalty 12933.037957 = -10247018.254782
  nChanged 13
		SP:Iteration 46Q (57164.870000 sec): 3 clusters
  Score: Raw -10259954.786880 + Penalty 12933.037957 = -10247021.748923
  nChanged 12
		SP:Iteration 47Q (57165.110000 sec): 3 clusters
  Score: Raw -10259957.844822 + Penalty 12933.037957 = -10247024.806865
  nChanged 13
		SP:Iteration 48Q (57165.340000 sec): 3 clusters
  Score: Raw -10259960.872898 + Penalty 12933.037957 = -10247027.834941
  nChanged 9
		SP:Iteration 49Q (57165.570000 sec): 3 clusters
  Score: Raw -10259962.569353 + Penalty 12933.037957 = -10247029.531396
  nChanged 6
		SP:Iteration 50Q (57165.800000 sec): 3 clusters
  Score: Raw -10259963.722484 + Penalty 12933.037957 = -10247030.684527
  nChanged 3
		SP:Iteration 51Q (57166.030000 sec): 3 clusters
  Score: Raw -10259964.361388 + Penalty 12933.037957 = -10247031.323431
  nChanged 3
		SP:Iteration 52Q (57166.270000 sec): 3 clusters
  Score: Raw -10259965.055797 + Penalty 12933.037957 = -10247032.017840
  nChanged 2
		SP:Iteration 53Q (57166.500000 sec): 3 clusters
  Score: Raw -10259965.396330 + Penalty 12933.037957 = -10247032.358373
  nChanged 0
		SP:Iteration 54F (57166.790000 sec): 3 clusters
  Score: Raw -10259965.396330 + Penalty 12933.037957 = -10247032.358373
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (128677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57167.680000 sec): 2 clusters
  Score: Raw -34432453.340466 + Penalty 7206.099659 = -34425247.240807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57168.660000 sec): 3 clusters
  Score: Raw -34352512.691487 + Penalty 14412.199318 = -34338100.492169
  nChanged 59495
		SP:Iteration 1F (57169.650000 sec): 3 clusters
  Score: Raw -34385583.339005 + Penalty 14412.199318 = -34371171.139687
  nChanged 5180
		SP:Iteration 2Q (57170.630000 sec): 3 clusters
  Score: Raw -34387049.922224 + Penalty 14412.199318 = -34372637.722907
  nChanged 5116
		SP:Iteration 3Q (57171.620000 sec): 3 clusters
  Score: Raw -34388613.250142 + Penalty 14412.199318 = -34374201.050824
  nChanged 5369
		SP:Iteration 4Q (57172.610000 sec): 3 clusters
  Score: Raw -34390472.930701 + Penalty 14412.199318 = -34376060.731383
  nChanged 5909
		SP:Iteration 5Q (57173.590000 sec): 3 clusters
  Score: Raw -34392893.791964 + Penalty 14412.199318 = -34378481.592647
  nChanged 6536
		SP:Iteration 6F (57174.570000 sec): 3 clusters
  Score: Raw -34395921.708958 + Penalty 14412.199318 = -34381509.509641
  nChanged 7117
		SP:Iteration 7F (57175.550000 sec): 3 clusters
  Score: Raw -34399511.214186 + Penalty 14412.199318 = -34385099.014868
  nChanged 7357
		SP:Iteration 8F (57176.530000 sec): 3 clusters
  Score: Raw -34403485.114204 + Penalty 14412.199318 = -34389072.914887
  nChanged 7236
		SP:Iteration 9F (57177.500000 sec): 3 clusters
  Score: Raw -34407600.327704 + Penalty 14412.199318 = -34393188.128386
  nChanged 6952
		SP:Iteration 10F (57178.480000 sec): 3 clusters
  Score: Raw -34411778.421141 + Penalty 14412.199318 = -34397366.221823
  nChanged 6649
		SP:Iteration 11F (57179.460000 sec): 3 clusters
  Score: Raw -34416097.950886 + Penalty 14412.199318 = -34401685.751569
  nChanged 6251
		SP:Iteration 12Q (57180.440000 sec): 3 clusters
  Score: Raw -34420462.366995 + Penalty 14412.199318 = -34406050.167678
  nChanged 5489
		SP:Iteration 13Q (57181.410000 sec): 3 clusters
  Score: Raw -34424473.862484 + Penalty 14412.199318 = -34410061.663166
  nChanged 4354
		SP:Iteration 14Q (57182.370000 sec): 3 clusters
  Score: Raw -34427692.253889 + Penalty 14412.199318 = -34413280.054572
  nChanged 2948
		SP:Iteration 15Q (57183.300000 sec): 3 clusters
  Score: Raw -34429851.127486 + Penalty 14412.199318 = -34415438.928169
  nChanged 1853
		SP:Iteration 16Q (57184.180000 sec): 3 clusters
  Score: Raw -34431200.123593 + Penalty 14412.199318 = -34416787.924275
  nChanged 1103
		SP:Iteration 17Q (57185.010000 sec): 3 clusters
  Score: Raw -34432021.039410 + Penalty 14412.199318 = -34417608.840092
  nChanged 660
		SP:Iteration 18Q (57185.810000 sec): 3 clusters
  Score: Raw -34432508.084847 + Penalty 14412.199318 = -34418095.885530
  nChanged 374
		SP:Iteration 19Q (57186.570000 sec): 3 clusters
  Score: Raw -34432794.296694 + Penalty 14412.199318 = -34418382.097377
  nChanged 222
		SP:Iteration 20F (57187.530000 sec): 3 clusters
  Score: Raw -34432965.779808 + Penalty 14412.199318 = -34418553.580491
  nChanged 142
		SP:Iteration 21Q (57188.260000 sec): 3 clusters
  Score: Raw -34433074.071769 + Penalty 14412.199318 = -34418661.872451
  nChanged 93
		SP:Iteration 22Q (57188.980000 sec): 3 clusters
  Score: Raw -34433150.611543 + Penalty 14412.199318 = -34418738.412226
  nChanged 63
		SP:Iteration 23Q (57189.690000 sec): 3 clusters
  Score: Raw -34433204.973913 + Penalty 14412.199318 = -34418792.774595
  nChanged 61
		SP:Iteration 24Q (57190.390000 sec): 3 clusters
  Score: Raw -34433257.972763 + Penalty 14412.199318 = -34418845.773445
  nChanged 48
		SP:Iteration 25Q (57191.090000 sec): 3 clusters
  Score: Raw -34433300.118719 + Penalty 14412.199318 = -34418887.919402
  nChanged 42
		SP:Iteration 26Q (57191.790000 sec): 3 clusters
  Score: Raw -34433334.652634 + Penalty 14412.199318 = -34418922.453316
  nChanged 33
		SP:Iteration 27Q (57192.480000 sec): 3 clusters
  Score: Raw -34433357.994432 + Penalty 14412.199318 = -34418945.795115
  nChanged 24
		SP:Iteration 28Q (57193.150000 sec): 3 clusters
  Score: Raw -34433377.989861 + Penalty 14412.199318 = -34418965.790544
  nChanged 16
		SP:Iteration 29Q (57193.810000 sec): 3 clusters
  Score: Raw -34433391.001119 + Penalty 14412.199318 = -34418978.801802
  nChanged 12
		SP:Iteration 30Q (57194.460000 sec): 3 clusters
  Score: Raw -34433401.629536 + Penalty 14412.199318 = -34418989.430218
  nChanged 15
		SP:Iteration 31Q (57195.110000 sec): 3 clusters
  Score: Raw -34433412.564991 + Penalty 14412.199318 = -34419000.365673
  nChanged 10
		SP:Iteration 32Q (57195.760000 sec): 3 clusters
  Score: Raw -34433419.789162 + Penalty 14412.199318 = -34419007.589844
  nChanged 8
		SP:Iteration 33Q (57196.420000 sec): 3 clusters
  Score: Raw -34433427.063959 + Penalty 14412.199318 = -34419014.864641
  nChanged 6
		SP:Iteration 34Q (57197.080000 sec): 3 clusters
  Score: Raw -34433432.581431 + Penalty 14412.199318 = -34419020.382113
  nChanged 10
		SP:Iteration 35Q (57197.720000 sec): 3 clusters
  Score: Raw -34433441.491403 + Penalty 14412.199318 = -34419029.292085
  nChanged 5
		SP:Iteration 36Q (57198.380000 sec): 3 clusters
  Score: Raw -34433445.019741 + Penalty 14412.199318 = -34419032.820424
  nChanged 4
		SP:Iteration 37Q (57199.020000 sec): 3 clusters
  Score: Raw -34433448.634546 + Penalty 14412.199318 = -34419036.435229
  nChanged 2
		SP:Iteration 38Q (57199.670000 sec): 3 clusters
  Score: Raw -34433450.208132 + Penalty 14412.199318 = -34419038.008815
  nChanged 1
		SP:Iteration 39Q (57200.320000 sec): 3 clusters
  Score: Raw -34433450.405200 + Penalty 14412.199318 = -34419038.205883
  nChanged 0
		SP:Iteration 40F (57201.250000 sec): 3 clusters
  Score: Raw -34433450.405200 + Penalty 14412.199318 = -34419038.205883
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57201.330000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57201.330000 sec): 3 clusters
  Score: Raw -45385.810461 + Penalty 6508.677324 = -38877.133136
  nChanged 3
		SP:Iteration 1Q (57201.340000 sec): 3 clusters
  Score: Raw -45416.521834 + Penalty 6508.677324 = -38907.844510
  nChanged 3
		SP:Iteration 2Q (57201.340000 sec): 3 clusters
  Score: Raw -45432.373434 + Penalty 6508.677324 = -38923.696109
  nChanged 1
		SP:Iteration 3Q (57201.340000 sec): 3 clusters
  Score: Raw -45438.713698 + Penalty 6508.677324 = -38930.036374
  nChanged 0
		SP:Iteration 4F (57201.340000 sec): 3 clusters
  Score: Raw -45438.713698 + Penalty 6508.677324 = -38930.036374
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57201.350000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57201.350000 sec): 3 clusters
  Score: Raw -136417.754206 + Penalty 7674.993986 = -128742.760220
  nChanged 43
		SP:Iteration 1F (57201.360000 sec): 3 clusters
  Score: Raw -136595.072333 + Penalty 7674.993986 = -128920.078347
  nChanged 12
		SP:Iteration 2Q (57201.360000 sec): 3 clusters
  Score: Raw -136648.045414 + Penalty 7674.993986 = -128973.051428
  nChanged 5
		SP:Iteration 3Q (57201.360000 sec): 3 clusters
  Score: Raw -136677.962971 + Penalty 7674.993986 = -129002.968986
  nChanged 2
		SP:Iteration 4Q (57201.370000 sec): 3 clusters
  Score: Raw -136685.026387 + Penalty 7674.993986 = -129010.032402
  nChanged 0
		SP:Iteration 5F (57201.370000 sec): 3 clusters
  Score: Raw -136685.026387 + Penalty 7674.993986 = -129010.032402
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (104801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57202.060000 sec): 2 clusters
  Score: Raw -27990866.108547 + Penalty 7080.388888 = -27983785.719658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57202.860000 sec): 3 clusters
  Score: Raw -27926561.181863 + Penalty 14160.777776 = -27912400.404086
  nChanged 47897
		SP:Iteration 1F (57203.660000 sec): 3 clusters
  Score: Raw -27952905.958794 + Penalty 14160.777776 = -27938745.181018
  nChanged 4896
		SP:Iteration 2Q (57204.460000 sec): 3 clusters
  Score: Raw -27954831.334935 + Penalty 14160.777776 = -27940670.557158
  nChanged 5524
		SP:Iteration 3F (57205.260000 sec): 3 clusters
  Score: Raw -27957661.515727 + Penalty 14160.777776 = -27943500.737951
  nChanged 6689
		SP:Iteration 4F (57206.060000 sec): 3 clusters
  Score: Raw -27962026.792104 + Penalty 14160.777776 = -27947866.014328
  nChanged 7896
		SP:Iteration 5F (57206.870000 sec): 3 clusters
  Score: Raw -27967621.291243 + Penalty 14160.777776 = -27953460.513466
  nChanged 8107
		SP:Iteration 6F (57207.670000 sec): 3 clusters
  Score: Raw -27973466.391936 + Penalty 14160.777776 = -27959305.614160
  nChanged 7185
		SP:Iteration 7F (57208.440000 sec): 3 clusters
  Score: Raw -27978900.033078 + Penalty 14160.777776 = -27964739.255301
  nChanged 5662
		SP:Iteration 8F (57209.240000 sec): 3 clusters
  Score: Raw -27984129.586683 + Penalty 14160.777776 = -27969968.808907
  nChanged 4363
		SP:Iteration 9Q (57210.040000 sec): 3 clusters
  Score: Raw -27989306.761960 + Penalty 14160.777776 = -27975145.984184
  nChanged 2992
		SP:Iteration 10Q (57210.820000 sec): 3 clusters
  Score: Raw -27992870.363344 + Penalty 14160.777776 = -27978709.585568
  nChanged 1882
		SP:Iteration 11Q (57211.510000 sec): 3 clusters
  Score: Raw -27994437.393591 + Penalty 14160.777776 = -27980276.615815
  nChanged 1158
		SP:Iteration 12Q (57212.140000 sec): 3 clusters
  Score: Raw -27995157.332096 + Penalty 14160.777776 = -27980996.554319
  nChanged 896
		SP:Iteration 13Q (57212.760000 sec): 3 clusters
  Score: Raw -27995643.498973 + Penalty 14160.777776 = -27981482.721197
  nChanged 663
		SP:Iteration 14Q (57213.360000 sec): 3 clusters
  Score: Raw -27995952.484809 + Penalty 14160.777776 = -27981791.707033
  nChanged 479
		SP:Iteration 15Q (57213.940000 sec): 3 clusters
  Score: Raw -27996146.970437 + Penalty 14160.777776 = -27981986.192661
  nChanged 388
		SP:Iteration 16Q (57214.520000 sec): 3 clusters
  Score: Raw -27996284.096589 + Penalty 14160.777776 = -27982123.318813
  nChanged 294
		SP:Iteration 17Q (57215.080000 sec): 3 clusters
  Score: Raw -27996375.014597 + Penalty 14160.777776 = -27982214.236821
  nChanged 228
		SP:Iteration 18Q (57215.650000 sec): 3 clusters
  Score: Raw -27996438.181268 + Penalty 14160.777776 = -27982277.403492
  nChanged 168
		SP:Iteration 19Q (57216.220000 sec): 3 clusters
  Score: Raw -27996476.277324 + Penalty 14160.777776 = -27982315.499548
  nChanged 131
		SP:Iteration 20F (57216.980000 sec): 3 clusters
  Score: Raw -27996500.624663 + Penalty 14160.777776 = -27982339.846887
  nChanged 82
		SP:Iteration 21Q (57217.550000 sec): 3 clusters
  Score: Raw -27996513.756325 + Penalty 14160.777776 = -27982352.978549
  nChanged 64
		SP:Iteration 22Q (57218.120000 sec): 3 clusters
  Score: Raw -27996522.863972 + Penalty 14160.777776 = -27982362.086196
  nChanged 48
		SP:Iteration 23Q (57218.680000 sec): 3 clusters
  Score: Raw -27996528.951855 + Penalty 14160.777776 = -27982368.174079
  nChanged 38
		SP:Iteration 24Q (57219.250000 sec): 3 clusters
  Score: Raw -27996533.896365 + Penalty 14160.777776 = -27982373.118589
  nChanged 36
		SP:Iteration 25Q (57219.810000 sec): 3 clusters
  Score: Raw -27996538.463257 + Penalty 14160.777776 = -27982377.685480
  nChanged 32
		SP:Iteration 26Q (57220.400000 sec): 3 clusters
  Score: Raw -27996542.411501 + Penalty 14160.777776 = -27982381.633724
  nChanged 25
		SP:Iteration 27Q (57220.990000 sec): 3 clusters
  Score: Raw -27996545.614465 + Penalty 14160.777776 = -27982384.836689
  nChanged 18
		SP:Iteration 28Q (57221.580000 sec): 3 clusters
  Score: Raw -27996547.367324 + Penalty 14160.777776 = -27982386.589547
  nChanged 15
		SP:Iteration 29Q (57222.160000 sec): 3 clusters
  Score: Raw -27996549.045350 + Penalty 14160.777776 = -27982388.267574
  nChanged 14
		SP:Iteration 30Q (57222.720000 sec): 3 clusters
  Score: Raw -27996550.692831 + Penalty 14160.777776 = -27982389.915054
  nChanged 14
		SP:Iteration 31Q (57223.290000 sec): 3 clusters
  Score: Raw -27996552.159950 + Penalty 14160.777776 = -27982391.382173
  nChanged 11
		SP:Iteration 32Q (57223.870000 sec): 3 clusters
  Score: Raw -27996553.103348 + Penalty 14160.777776 = -27982392.325572
  nChanged 8
		SP:Iteration 33Q (57224.460000 sec): 3 clusters
  Score: Raw -27996553.916409 + Penalty 14160.777776 = -27982393.138633
  nChanged 6
		SP:Iteration 34Q (57225.040000 sec): 3 clusters
  Score: Raw -27996554.614246 + Penalty 14160.777776 = -27982393.836470
  nChanged 4
		SP:Iteration 35Q (57225.630000 sec): 3 clusters
  Score: Raw -27996554.952267 + Penalty 14160.777776 = -27982394.174491
  nChanged 2
		SP:Iteration 36Q (57226.220000 sec): 3 clusters
  Score: Raw -27996555.241962 + Penalty 14160.777776 = -27982394.464185
  nChanged 1
		SP:Iteration 37Q (57226.800000 sec): 3 clusters
  Score: Raw -27996555.338862 + Penalty 14160.777776 = -27982394.561086
  nChanged 2
		SP:Iteration 38Q (57227.390000 sec): 3 clusters
  Score: Raw -27996555.446218 + Penalty 14160.777776 = -27982394.668442
  nChanged 0
		SP:Iteration 39F (57228.190000 sec): 3 clusters
  Score: Raw -27996555.446218 + Penalty 14160.777776 = -27982394.668442
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (17040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57228.360000 sec): 2 clusters
  Score: Raw -4516848.685946 + Penalty 5967.782765 = -4510880.903181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57228.490000 sec): 3 clusters
  Score: Raw -4508294.562945 + Penalty 11935.565530 = -4496358.997414
  nChanged 6745
		SP:Iteration 1F (57228.620000 sec): 3 clusters
  Score: Raw -4512095.918756 + Penalty 11935.565530 = -4500160.353226
  nChanged 1312
		SP:Iteration 2F (57228.750000 sec): 3 clusters
  Score: Raw -4512995.460118 + Penalty 11935.565530 = -4501059.894588
  nChanged 1078
		SP:Iteration 3F (57228.880000 sec): 3 clusters
  Score: Raw -4513885.926706 + Penalty 11935.565530 = -4501950.361175
  nChanged 1163
		SP:Iteration 4F (57229.010000 sec): 3 clusters
  Score: Raw -4514980.815643 + Penalty 11935.565530 = -4503045.250112
  nChanged 1204
		SP:Iteration 5F (57229.130000 sec): 3 clusters
  Score: Raw -4516057.151198 + Penalty 11935.565530 = -4504121.585668
  nChanged 1095
		SP:Iteration 6F (57229.260000 sec): 3 clusters
  Score: Raw -4516945.381716 + Penalty 11935.565530 = -4505009.816186
  nChanged 896
		SP:Iteration 7F (57229.390000 sec): 3 clusters
  Score: Raw -4517558.550241 + Penalty 11935.565530 = -4505622.984710
  nChanged 642
		SP:Iteration 8Q (57229.520000 sec): 3 clusters
  Score: Raw -4517928.105579 + Penalty 11935.565530 = -4505992.540048
  nChanged 460
		SP:Iteration 9Q (57229.650000 sec): 3 clusters
  Score: Raw -4518147.106902 + Penalty 11935.565530 = -4506211.541371
  nChanged 326
		SP:Iteration 10Q (57229.770000 sec): 3 clusters
  Score: Raw -4518280.458213 + Penalty 11935.565530 = -4506344.892683
  nChanged 249
		SP:Iteration 11Q (57229.900000 sec): 3 clusters
  Score: Raw -4518361.449918 + Penalty 11935.565530 = -4506425.884388
  nChanged 171
		SP:Iteration 12Q (57230.030000 sec): 3 clusters
  Score: Raw -4518414.418650 + Penalty 11935.565530 = -4506478.853120
  nChanged 129
		SP:Iteration 13Q (57230.150000 sec): 3 clusters
  Score: Raw -4518454.947042 + Penalty 11935.565530 = -4506519.381511
  nChanged 122
		SP:Iteration 14Q (57230.280000 sec): 3 clusters
  Score: Raw -4518487.445248 + Penalty 11935.565530 = -4506551.879717
  nChanged 73
		SP:Iteration 15Q (57230.400000 sec): 3 clusters
  Score: Raw -4518505.905229 + Penalty 11935.565530 = -4506570.339699
  nChanged 59
		SP:Iteration 16Q (57230.520000 sec): 3 clusters
  Score: Raw -4518518.876450 + Penalty 11935.565530 = -4506583.310919
  nChanged 42
		SP:Iteration 17Q (57230.640000 sec): 3 clusters
  Score: Raw -4518528.827526 + Penalty 11935.565530 = -4506593.261996
  nChanged 39
		SP:Iteration 18Q (57230.760000 sec): 3 clusters
  Score: Raw -4518536.880614 + Penalty 11935.565530 = -4506601.315084
  nChanged 30
		SP:Iteration 19Q (57230.890000 sec): 3 clusters
  Score: Raw -4518543.553241 + Penalty 11935.565530 = -4506607.987711
  nChanged 38
		SP:Iteration 20F (57231.010000 sec): 3 clusters
  Score: Raw -4518552.015759 + Penalty 11935.565530 = -4506616.450228
  nChanged 36
		SP:Iteration 21Q (57231.140000 sec): 3 clusters
  Score: Raw -4518561.100610 + Penalty 11935.565530 = -4506625.535079
  nChanged 38
		SP:Iteration 22Q (57231.270000 sec): 3 clusters
  Score: Raw -4518569.957623 + Penalty 11935.565530 = -4506634.392092
  nChanged 45
		SP:Iteration 23Q (57231.390000 sec): 3 clusters
  Score: Raw -4518579.420901 + Penalty 11935.565530 = -4506643.855371
  nChanged 39
		SP:Iteration 24Q (57231.520000 sec): 3 clusters
  Score: Raw -4518586.502001 + Penalty 11935.565530 = -4506650.936470
  nChanged 32
		SP:Iteration 25Q (57231.650000 sec): 3 clusters
  Score: Raw -4518594.526771 + Penalty 11935.565530 = -4506658.961241
  nChanged 35
		SP:Iteration 26Q (57231.770000 sec): 3 clusters
  Score: Raw -4518602.568865 + Penalty 11935.565530 = -4506667.003335
  nChanged 31
		SP:Iteration 27Q (57231.900000 sec): 3 clusters
  Score: Raw -4518611.004161 + Penalty 11935.565530 = -4506675.438630
  nChanged 34
		SP:Iteration 28Q (57232.030000 sec): 3 clusters
  Score: Raw -4518618.937836 + Penalty 11935.565530 = -4506683.372306
  nChanged 34
		SP:Iteration 29Q (57232.150000 sec): 3 clusters
  Score: Raw -4518628.008025 + Penalty 11935.565530 = -4506692.442495
  nChanged 34
		SP:Iteration 30Q (57232.280000 sec): 3 clusters
  Score: Raw -4518636.716255 + Penalty 11935.565530 = -4506701.150724
  nChanged 26
		SP:Iteration 31Q (57232.400000 sec): 3 clusters
  Score: Raw -4518642.157052 + Penalty 11935.565530 = -4506706.591522
  nChanged 22
		SP:Iteration 32Q (57232.520000 sec): 3 clusters
  Score: Raw -4518647.210206 + Penalty 11935.565530 = -4506711.644675
  nChanged 22
		SP:Iteration 33Q (57232.640000 sec): 3 clusters
  Score: Raw -4518652.672120 + Penalty 11935.565530 = -4506717.106590
  nChanged 28
		SP:Iteration 34Q (57232.760000 sec): 3 clusters
  Score: Raw -4518660.024800 + Penalty 11935.565530 = -4506724.459270
  nChanged 20
		SP:Iteration 35Q (57232.890000 sec): 3 clusters
  Score: Raw -4518665.227899 + Penalty 11935.565530 = -4506729.662368
  nChanged 29
		SP:Iteration 36Q (57233.010000 sec): 3 clusters
  Score: Raw -4518673.560793 + Penalty 11935.565530 = -4506737.995263
  nChanged 40
		SP:Iteration 37Q (57233.130000 sec): 3 clusters
  Score: Raw -4518684.391429 + Penalty 11935.565530 = -4506748.825898
  nChanged 38
		SP:Iteration 38Q (57233.250000 sec): 3 clusters
  Score: Raw -4518695.219183 + Penalty 11935.565530 = -4506759.653653
  nChanged 32
		SP:Iteration 39Q (57233.370000 sec): 3 clusters
  Score: Raw -4518702.652207 + Penalty 11935.565530 = -4506767.086676
  nChanged 34
		SP:Iteration 40F (57233.490000 sec): 3 clusters
  Score: Raw -4518710.699803 + Penalty 11935.565530 = -4506775.134273
  nChanged 33
		SP:Iteration 41Q (57233.620000 sec): 3 clusters
  Score: Raw -4518718.456150 + Penalty 11935.565530 = -4506782.890620
  nChanged 36
		SP:Iteration 42Q (57233.740000 sec): 3 clusters
  Score: Raw -4518727.465008 + Penalty 11935.565530 = -4506791.899478
  nChanged 50
		SP:Iteration 43Q (57233.860000 sec): 3 clusters
  Score: Raw -4518742.018193 + Penalty 11935.565530 = -4506806.452662
  nChanged 59
		SP:Iteration 44Q (57233.980000 sec): 3 clusters
  Score: Raw -4518760.644716 + Penalty 11935.565530 = -4506825.079185
  nChanged 58
		SP:Iteration 45Q (57234.100000 sec): 3 clusters
  Score: Raw -4518778.956039 + Penalty 11935.565530 = -4506843.390508
  nChanged 63
		SP:Iteration 46Q (57234.220000 sec): 3 clusters
  Score: Raw -4518799.152712 + Penalty 11935.565530 = -4506863.587182
  nChanged 55
		SP:Iteration 47Q (57234.350000 sec): 3 clusters
  Score: Raw -4518816.927420 + Penalty 11935.565530 = -4506881.361890
  nChanged 59
		SP:Iteration 48Q (57234.470000 sec): 3 clusters
  Score: Raw -4518838.384937 + Penalty 11935.565530 = -4506902.819407
  nChanged 66
		SP:Iteration 49Q (57234.590000 sec): 3 clusters
  Score: Raw -4518861.537838 + Penalty 11935.565530 = -4506925.972307
  nChanged 75
		SP:Iteration 50Q (57234.710000 sec): 3 clusters
  Score: Raw -4518889.653214 + Penalty 11935.565530 = -4506954.087684
  nChanged 73
		SP:Iteration 51Q (57234.830000 sec): 3 clusters
  Score: Raw -4518917.724414 + Penalty 11935.565530 = -4506982.158884
  nChanged 79
		SP:Iteration 52Q (57234.960000 sec): 3 clusters
  Score: Raw -4518947.938330 + Penalty 11935.565530 = -4507012.372800
  nChanged 75
		SP:Iteration 53Q (57235.080000 sec): 3 clusters
  Score: Raw -4518973.089487 + Penalty 11935.565530 = -4507037.523957
  nChanged 65
		SP:Iteration 54Q (57235.200000 sec): 3 clusters
  Score: Raw -4518994.622215 + Penalty 11935.565530 = -4507059.056685
  nChanged 62
		SP:Iteration 55Q (57235.320000 sec): 3 clusters
  Score: Raw -4519014.192332 + Penalty 11935.565530 = -4507078.626802
  nChanged 56
		SP:Iteration 56Q (57235.450000 sec): 3 clusters
  Score: Raw -4519031.373098 + Penalty 11935.565530 = -4507095.807567
  nChanged 44
		SP:Iteration 57Q (57235.570000 sec): 3 clusters
  Score: Raw -4519044.729841 + Penalty 11935.565530 = -4507109.164311
  nChanged 31
		SP:Iteration 58Q (57235.690000 sec): 3 clusters
  Score: Raw -4519054.442543 + Penalty 11935.565530 = -4507118.877013
  nChanged 37
		SP:Iteration 59Q (57235.810000 sec): 3 clusters
  Score: Raw -4519067.869288 + Penalty 11935.565530 = -4507132.303758
  nChanged 38
		SP:Iteration 60F (57235.930000 sec): 3 clusters
  Score: Raw -4519081.228683 + Penalty 11935.565530 = -4507145.663152
  nChanged 45
		SP:Iteration 61Q (57236.050000 sec): 3 clusters
  Score: Raw -4519095.009258 + Penalty 11935.565530 = -4507159.443727
  nChanged 38
		SP:Iteration 62Q (57236.170000 sec): 3 clusters
  Score: Raw -4519105.567848 + Penalty 11935.565530 = -4507170.002317
  nChanged 24
		SP:Iteration 63Q (57236.300000 sec): 3 clusters
  Score: Raw -4519112.609295 + Penalty 11935.565530 = -4507177.043764
  nChanged 24
		SP:Iteration 64Q (57236.420000 sec): 3 clusters
  Score: Raw -4519118.817845 + Penalty 11935.565530 = -4507183.252315
  nChanged 15
		SP:Iteration 65Q (57236.540000 sec): 3 clusters
  Score: Raw -4519123.339195 + Penalty 11935.565530 = -4507187.773664
  nChanged 13
		SP:Iteration 66Q (57236.660000 sec): 3 clusters
  Score: Raw -4519127.257379 + Penalty 11935.565530 = -4507191.691848
  nChanged 18
		SP:Iteration 67Q (57236.790000 sec): 3 clusters
  Score: Raw -4519132.098775 + Penalty 11935.565530 = -4507196.533244
  nChanged 17
		SP:Iteration 68Q (57236.910000 sec): 3 clusters
  Score: Raw -4519138.499420 + Penalty 11935.565530 = -4507202.933889
  nChanged 16
		SP:Iteration 69Q (57237.030000 sec): 3 clusters
  Score: Raw -4519143.935880 + Penalty 11935.565530 = -4507208.370350
  nChanged 21
		SP:Iteration 70Q (57237.150000 sec): 3 clusters
  Score: Raw -4519150.003136 + Penalty 11935.565530 = -4507214.437606
  nChanged 20
		SP:Iteration 71Q (57237.270000 sec): 3 clusters
  Score: Raw -4519154.853383 + Penalty 11935.565530 = -4507219.287853
  nChanged 11
		SP:Iteration 72Q (57237.390000 sec): 3 clusters
  Score: Raw -4519157.908319 + Penalty 11935.565530 = -4507222.342788
  nChanged 8
		SP:Iteration 73Q (57237.510000 sec): 3 clusters
  Score: Raw -4519160.112039 + Penalty 11935.565530 = -4507224.546508
  nChanged 10
		SP:Iteration 74Q (57237.630000 sec): 3 clusters
  Score: Raw -4519163.066357 + Penalty 11935.565530 = -4507227.500827
  nChanged 10
		SP:Iteration 75Q (57237.750000 sec): 3 clusters
  Score: Raw -4519165.584197 + Penalty 11935.565530 = -4507230.018667
  nChanged 10
		SP:Iteration 76Q (57237.870000 sec): 3 clusters
  Score: Raw -4519168.325522 + Penalty 11935.565530 = -4507232.759992
  nChanged 7
		SP:Iteration 77Q (57237.990000 sec): 3 clusters
  Score: Raw -4519170.827218 + Penalty 11935.565530 = -4507235.261688
  nChanged 10
		SP:Iteration 78Q (57238.110000 sec): 3 clusters
  Score: Raw -4519174.518224 + Penalty 11935.565530 = -4507238.952694
  nChanged 13
		SP:Iteration 79Q (57238.240000 sec): 3 clusters
  Score: Raw -4519177.711376 + Penalty 11935.565530 = -4507242.145845
  nChanged 17
		SP:Iteration 80F (57238.360000 sec): 3 clusters
  Score: Raw -4519183.179018 + Penalty 11935.565530 = -4507247.613488
  nChanged 14
		SP:Iteration 81Q (57238.480000 sec): 3 clusters
  Score: Raw -4519186.529520 + Penalty 11935.565530 = -4507250.963989
  nChanged 11
		SP:Iteration 82Q (57238.610000 sec): 3 clusters
  Score: Raw -4519189.602263 + Penalty 11935.565530 = -4507254.036732
  nChanged 9
		SP:Iteration 83Q (57238.730000 sec): 3 clusters
  Score: Raw -4519192.588889 + Penalty 11935.565530 = -4507257.023359
  nChanged 11
		SP:Iteration 84Q (57238.850000 sec): 3 clusters
  Score: Raw -4519195.701938 + Penalty 11935.565530 = -4507260.136408
  nChanged 12
		SP:Iteration 85Q (57238.980000 sec): 3 clusters
  Score: Raw -4519199.342560 + Penalty 11935.565530 = -4507263.777029
  nChanged 17
		SP:Iteration 86Q (57239.110000 sec): 3 clusters
  Score: Raw -4519203.646046 + Penalty 11935.565530 = -4507268.080516
  nChanged 12
		SP:Iteration 87Q (57239.230000 sec): 3 clusters
  Score: Raw -4519206.824613 + Penalty 11935.565530 = -4507271.259082
  nChanged 10
		SP:Iteration 88Q (57239.350000 sec): 3 clusters
  Score: Raw -4519209.489143 + Penalty 11935.565530 = -4507273.923612
  nChanged 12
		SP:Iteration 89Q (57239.480000 sec): 3 clusters
  Score: Raw -4519211.939706 + Penalty 11935.565530 = -4507276.374175
  nChanged 9
		SP:Iteration 90Q (57239.610000 sec): 3 clusters
  Score: Raw -4519213.822817 + Penalty 11935.565530 = -4507278.257287
  nChanged 6
		SP:Iteration 91Q (57239.730000 sec): 3 clusters
  Score: Raw -4519214.814194 + Penalty 11935.565530 = -4507279.248663
  nChanged 5
		SP:Iteration 92Q (57239.850000 sec): 3 clusters
  Score: Raw -4519215.881953 + Penalty 11935.565530 = -4507280.316423
  nChanged 5
		SP:Iteration 93Q (57239.980000 sec): 3 clusters
  Score: Raw -4519217.006916 + Penalty 11935.565530 = -4507281.441385
  nChanged 3
		SP:Iteration 94Q (57240.110000 sec): 3 clusters
  Score: Raw -4519217.559868 + Penalty 11935.565530 = -4507281.994337
  nChanged 5
		SP:Iteration 95Q (57240.230000 sec): 3 clusters
  Score: Raw -4519218.507232 + Penalty 11935.565530 = -4507282.941701
  nChanged 4
		SP:Iteration 96Q (57240.350000 sec): 3 clusters
  Score: Raw -4519219.451256 + Penalty 11935.565530 = -4507283.885726
  nChanged 5
		SP:Iteration 97Q (57240.480000 sec): 3 clusters
  Score: Raw -4519220.372871 + Penalty 11935.565530 = -4507284.807341
  nChanged 0
		SP:Iteration 98F (57240.610000 sec): 3 clusters
  Score: Raw -4519220.372871 + Penalty 11935.565530 = -4507284.807341
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57240.830000 sec): 2 clusters
  Score: Raw -8574645.125006 + Penalty 6357.902845 = -8568287.222161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57241.070000 sec): 3 clusters
  Score: Raw -8556828.273945 + Penalty 12715.805690 = -8544112.468255
  nChanged 13812
		SP:Iteration 1F (57241.310000 sec): 3 clusters
  Score: Raw -8564404.399438 + Penalty 12715.805690 = -8551688.593748
  nChanged 2091
		SP:Iteration 2F (57241.550000 sec): 3 clusters
  Score: Raw -8565426.054642 + Penalty 12715.805690 = -8552710.248952
  nChanged 1712
		SP:Iteration 3F (57241.780000 sec): 3 clusters
  Score: Raw -8566380.309203 + Penalty 12715.805690 = -8553664.503513
  nChanged 1779
		SP:Iteration 4F (57242.010000 sec): 3 clusters
  Score: Raw -8567545.995847 + Penalty 12715.805690 = -8554830.190158
  nChanged 1988
		SP:Iteration 5F (57242.250000 sec): 3 clusters
  Score: Raw -8569070.369404 + Penalty 12715.805690 = -8556354.563714
  nChanged 2289
		SP:Iteration 6F (57242.480000 sec): 3 clusters
  Score: Raw -8570904.503634 + Penalty 12715.805690 = -8558188.697944
  nChanged 2202
		SP:Iteration 7F (57242.720000 sec): 3 clusters
  Score: Raw -8572521.272877 + Penalty 12715.805690 = -8559805.467188
  nChanged 1845
		SP:Iteration 8F (57242.970000 sec): 3 clusters
  Score: Raw -8573769.501372 + Penalty 12715.805690 = -8561053.695682
  nChanged 1489
		SP:Iteration 9Q (57243.210000 sec): 3 clusters
  Score: Raw -8574609.534793 + Penalty 12715.805690 = -8561893.729103
  nChanged 1102
		SP:Iteration 10Q (57243.440000 sec): 3 clusters
  Score: Raw -8575062.517733 + Penalty 12715.805690 = -8562346.712044
  nChanged 768
		SP:Iteration 11Q (57243.670000 sec): 3 clusters
  Score: Raw -8575320.980915 + Penalty 12715.805690 = -8562605.175225
  nChanged 516
		SP:Iteration 12Q (57243.910000 sec): 3 clusters
  Score: Raw -8575462.439279 + Penalty 12715.805690 = -8562746.633589
  nChanged 373
		SP:Iteration 13Q (57244.150000 sec): 3 clusters
  Score: Raw -8575548.307917 + Penalty 12715.805690 = -8562832.502227
  nChanged 268
		SP:Iteration 14Q (57244.390000 sec): 3 clusters
  Score: Raw -8575604.329047 + Penalty 12715.805690 = -8562888.523357
  nChanged 201
		SP:Iteration 15Q (57244.620000 sec): 3 clusters
  Score: Raw -8575642.896726 + Penalty 12715.805690 = -8562927.091037
  nChanged 171
		SP:Iteration 16Q (57244.850000 sec): 3 clusters
  Score: Raw -8575672.771086 + Penalty 12715.805690 = -8562956.965397
  nChanged 130
		SP:Iteration 17Q (57245.090000 sec): 3 clusters
  Score: Raw -8575694.150417 + Penalty 12715.805690 = -8562978.344728
  nChanged 106
		SP:Iteration 18Q (57245.320000 sec): 3 clusters
  Score: Raw -8575710.815754 + Penalty 12715.805690 = -8562995.010065
  nChanged 92
		SP:Iteration 19Q (57245.550000 sec): 3 clusters
  Score: Raw -8575725.724142 + Penalty 12715.805690 = -8563009.918452
  nChanged 89
		SP:Iteration 20F (57245.790000 sec): 3 clusters
  Score: Raw -8575738.789896 + Penalty 12715.805690 = -8563022.984206
  nChanged 70
		SP:Iteration 21Q (57246.020000 sec): 3 clusters
  Score: Raw -8575750.841851 + Penalty 12715.805690 = -8563035.036161
  nChanged 79
		SP:Iteration 22Q (57246.250000 sec): 3 clusters
  Score: Raw -8575763.204088 + Penalty 12715.805690 = -8563047.398399
  nChanged 62
		SP:Iteration 23Q (57246.490000 sec): 3 clusters
  Score: Raw -8575771.088305 + Penalty 12715.805690 = -8563055.282615
  nChanged 31
		SP:Iteration 24Q (57246.720000 sec): 3 clusters
  Score: Raw -8575775.173478 + Penalty 12715.805690 = -8563059.367789
  nChanged 33
		SP:Iteration 25Q (57246.950000 sec): 3 clusters
  Score: Raw -8575779.463984 + Penalty 12715.805690 = -8563063.658295
  nChanged 37
		SP:Iteration 26Q (57247.190000 sec): 3 clusters
  Score: Raw -8575784.869309 + Penalty 12715.805690 = -8563069.063620
  nChanged 35
		SP:Iteration 27Q (57247.420000 sec): 3 clusters
  Score: Raw -8575790.372405 + Penalty 12715.805690 = -8563074.566715
  nChanged 31
		SP:Iteration 28Q (57247.650000 sec): 3 clusters
  Score: Raw -8575794.337671 + Penalty 12715.805690 = -8563078.531982
  nChanged 30
		SP:Iteration 29Q (57247.890000 sec): 3 clusters
  Score: Raw -8575798.874017 + Penalty 12715.805690 = -8563083.068327
  nChanged 27
		SP:Iteration 30Q (57248.120000 sec): 3 clusters
  Score: Raw -8575803.222852 + Penalty 12715.805690 = -8563087.417162
  nChanged 22
		SP:Iteration 31Q (57248.360000 sec): 3 clusters
  Score: Raw -8575806.397548 + Penalty 12715.805690 = -8563090.591858
  nChanged 24
		SP:Iteration 32Q (57248.600000 sec): 3 clusters
  Score: Raw -8575809.400007 + Penalty 12715.805690 = -8563093.594317
  nChanged 20
		SP:Iteration 33Q (57248.840000 sec): 3 clusters
  Score: Raw -8575811.986104 + Penalty 12715.805690 = -8563096.180414
  nChanged 19
		SP:Iteration 34Q (57249.090000 sec): 3 clusters
  Score: Raw -8575814.383381 + Penalty 12715.805690 = -8563098.577691
  nChanged 14
		SP:Iteration 35Q (57249.330000 sec): 3 clusters
  Score: Raw -8575816.190332 + Penalty 12715.805690 = -8563100.384642
  nChanged 16
		SP:Iteration 36Q (57249.570000 sec): 3 clusters
  Score: Raw -8575818.234050 + Penalty 12715.805690 = -8563102.428360
  nChanged 9
		SP:Iteration 37Q (57249.810000 sec): 3 clusters
  Score: Raw -8575819.188791 + Penalty 12715.805690 = -8563103.383102
  nChanged 9
		SP:Iteration 38Q (57250.040000 sec): 3 clusters
  Score: Raw -8575820.310841 + Penalty 12715.805690 = -8563104.505151
  nChanged 10
		SP:Iteration 39Q (57250.270000 sec): 3 clusters
  Score: Raw -8575821.631987 + Penalty 12715.805690 = -8563105.826297
  nChanged 9
		SP:Iteration 40F (57250.510000 sec): 3 clusters
  Score: Raw -8575822.878419 + Penalty 12715.805690 = -8563107.072730
  nChanged 14
		SP:Iteration 41Q (57250.750000 sec): 3 clusters
  Score: Raw -8575824.619973 + Penalty 12715.805690 = -8563108.814284
  nChanged 12
		SP:Iteration 42Q (57250.990000 sec): 3 clusters
  Score: Raw -8575825.857757 + Penalty 12715.805690 = -8563110.052068
  nChanged 10
		SP:Iteration 43Q (57251.240000 sec): 3 clusters
  Score: Raw -8575827.239558 + Penalty 12715.805690 = -8563111.433868
  nChanged 9
		SP:Iteration 44Q (57251.480000 sec): 3 clusters
  Score: Raw -8575828.296523 + Penalty 12715.805690 = -8563112.490834
  nChanged 7
		SP:Iteration 45Q (57251.720000 sec): 3 clusters
  Score: Raw -8575828.967556 + Penalty 12715.805690 = -8563113.161866
  nChanged 9
		SP:Iteration 46Q (57251.970000 sec): 3 clusters
  Score: Raw -8575829.783876 + Penalty 12715.805690 = -8563113.978186
  nChanged 6
		SP:Iteration 47Q (57252.210000 sec): 3 clusters
  Score: Raw -8575830.423682 + Penalty 12715.805690 = -8563114.617992
  nChanged 3
		SP:Iteration 48Q (57252.450000 sec): 3 clusters
  Score: Raw -8575830.887155 + Penalty 12715.805690 = -8563115.081465
  nChanged 3
		SP:Iteration 49Q (57252.680000 sec): 3 clusters
  Score: Raw -8575831.125097 + Penalty 12715.805690 = -8563115.319407
  nChanged 0
		SP:Iteration 50F (57252.920000 sec): 3 clusters
  Score: Raw -8575831.125097 + Penalty 12715.805690 = -8563115.319407
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (8932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57252.990000 sec): 2 clusters
  Score: Raw -2325337.418013 + Penalty 5572.154813 = -2319765.263200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57253.050000 sec): 3 clusters
  Score: Raw -2321297.413815 + Penalty 11144.309626 = -2310153.104189
  nChanged 3127
		SP:Iteration 1F (57253.120000 sec): 3 clusters
  Score: Raw -2323260.423135 + Penalty 11144.309626 = -2312116.113509
  nChanged 678
		SP:Iteration 2F (57253.190000 sec): 3 clusters
  Score: Raw -2323771.979566 + Penalty 11144.309626 = -2312627.669940
  nChanged 461
		SP:Iteration 3F (57253.250000 sec): 3 clusters
  Score: Raw -2324069.707836 + Penalty 11144.309626 = -2312925.398210
  nChanged 328
		SP:Iteration 4Q (57253.320000 sec): 3 clusters
  Score: Raw -2324274.692872 + Penalty 11144.309626 = -2313130.383246
  nChanged 263
		SP:Iteration 5Q (57253.390000 sec): 3 clusters
  Score: Raw -2324415.403582 + Penalty 11144.309626 = -2313271.093956
  nChanged 194
		SP:Iteration 6Q (57253.450000 sec): 3 clusters
  Score: Raw -2324517.934955 + Penalty 11144.309626 = -2313373.625329
  nChanged 156
		SP:Iteration 7Q (57253.520000 sec): 3 clusters
  Score: Raw -2324596.724902 + Penalty 11144.309626 = -2313452.415276
  nChanged 146
		SP:Iteration 8Q (57253.590000 sec): 3 clusters
  Score: Raw -2324669.603512 + Penalty 11144.309626 = -2313525.293886
  nChanged 120
		SP:Iteration 9Q (57253.650000 sec): 3 clusters
  Score: Raw -2324728.260520 + Penalty 11144.309626 = -2313583.950894
  nChanged 105
		SP:Iteration 10Q (57253.720000 sec): 3 clusters
  Score: Raw -2324779.454120 + Penalty 11144.309626 = -2313635.144494
  nChanged 106
		SP:Iteration 11Q (57253.780000 sec): 3 clusters
  Score: Raw -2324828.776721 + Penalty 11144.309626 = -2313684.467095
  nChanged 100
		SP:Iteration 12Q (57253.850000 sec): 3 clusters
  Score: Raw -2324874.965286 + Penalty 11144.309626 = -2313730.655660
  nChanged 79
		SP:Iteration 13Q (57253.910000 sec): 3 clusters
  Score: Raw -2324910.870305 + Penalty 11144.309626 = -2313766.560679
  nChanged 90
		SP:Iteration 14Q (57253.970000 sec): 3 clusters
  Score: Raw -2324951.291152 + Penalty 11144.309626 = -2313806.981526
  nChanged 90
		SP:Iteration 15Q (57254.040000 sec): 3 clusters
  Score: Raw -2324989.368893 + Penalty 11144.309626 = -2313845.059267
  nChanged 76
		SP:Iteration 16Q (57254.100000 sec): 3 clusters
  Score: Raw -2325023.683843 + Penalty 11144.309626 = -2313879.374217
  nChanged 81
		SP:Iteration 17Q (57254.170000 sec): 3 clusters
  Score: Raw -2325061.998669 + Penalty 11144.309626 = -2313917.689044
  nChanged 81
		SP:Iteration 18Q (57254.230000 sec): 3 clusters
  Score: Raw -2325098.279647 + Penalty 11144.309626 = -2313953.970021
  nChanged 80
		SP:Iteration 19Q (57254.290000 sec): 3 clusters
  Score: Raw -2325132.248516 + Penalty 11144.309626 = -2313987.938890
  nChanged 78
		SP:Iteration 20F (57254.350000 sec): 3 clusters
  Score: Raw -2325165.666867 + Penalty 11144.309626 = -2314021.357241
  nChanged 62
		SP:Iteration 21Q (57254.420000 sec): 3 clusters
  Score: Raw -2325191.986404 + Penalty 11144.309626 = -2314047.676778
  nChanged 70
		SP:Iteration 22Q (57254.480000 sec): 3 clusters
  Score: Raw -2325222.144533 + Penalty 11144.309626 = -2314077.834907
  nChanged 61
		SP:Iteration 23Q (57254.550000 sec): 3 clusters
  Score: Raw -2325248.164840 + Penalty 11144.309626 = -2314103.855214
  nChanged 47
		SP:Iteration 24Q (57254.610000 sec): 3 clusters
  Score: Raw -2325269.935208 + Penalty 11144.309626 = -2314125.625583
  nChanged 54
		SP:Iteration 25Q (57254.670000 sec): 3 clusters
  Score: Raw -2325291.897490 + Penalty 11144.309626 = -2314147.587864
  nChanged 58
		SP:Iteration 26Q (57254.740000 sec): 3 clusters
  Score: Raw -2325314.806842 + Penalty 11144.309626 = -2314170.497216
  nChanged 50
		SP:Iteration 27Q (57254.800000 sec): 3 clusters
  Score: Raw -2325335.285189 + Penalty 11144.309626 = -2314190.975563
  nChanged 44
		SP:Iteration 28Q (57254.870000 sec): 3 clusters
  Score: Raw -2325354.721237 + Penalty 11144.309626 = -2314210.411611
  nChanged 47
		SP:Iteration 29Q (57254.930000 sec): 3 clusters
  Score: Raw -2325371.387118 + Penalty 11144.309626 = -2314227.077493
  nChanged 41
		SP:Iteration 30Q (57254.990000 sec): 3 clusters
  Score: Raw -2325387.168838 + Penalty 11144.309626 = -2314242.859213
  nChanged 45
		SP:Iteration 31Q (57255.050000 sec): 3 clusters
  Score: Raw -2325405.092694 + Penalty 11144.309626 = -2314260.783068
  nChanged 43
		SP:Iteration 32Q (57255.120000 sec): 3 clusters
  Score: Raw -2325422.110938 + Penalty 11144.309626 = -2314277.801312
  nChanged 35
		SP:Iteration 33Q (57255.180000 sec): 3 clusters
  Score: Raw -2325434.685876 + Penalty 11144.309626 = -2314290.376250
  nChanged 36
		SP:Iteration 34Q (57255.250000 sec): 3 clusters
  Score: Raw -2325447.758329 + Penalty 11144.309626 = -2314303.448703
  nChanged 43
		SP:Iteration 35Q (57255.310000 sec): 3 clusters
  Score: Raw -2325462.811626 + Penalty 11144.309626 = -2314318.502000
  nChanged 41
		SP:Iteration 36Q (57255.380000 sec): 3 clusters
  Score: Raw -2325481.372048 + Penalty 11144.309626 = -2314337.062423
  nChanged 50
		SP:Iteration 37Q (57255.440000 sec): 3 clusters
  Score: Raw -2325502.036984 + Penalty 11144.309626 = -2314357.727358
  nChanged 42
		SP:Iteration 38Q (57255.500000 sec): 3 clusters
  Score: Raw -2325517.610067 + Penalty 11144.309626 = -2314373.300441
  nChanged 40
		SP:Iteration 39Q (57255.570000 sec): 3 clusters
  Score: Raw -2325530.310309 + Penalty 11144.309626 = -2314386.000683
  nChanged 27
		SP:Iteration 40F (57255.630000 sec): 3 clusters
  Score: Raw -2325540.146106 + Penalty 11144.309626 = -2314395.836480
  nChanged 20
		SP:Iteration 41Q (57255.700000 sec): 3 clusters
  Score: Raw -2325546.973115 + Penalty 11144.309626 = -2314402.663489
  nChanged 25
		SP:Iteration 42Q (57255.760000 sec): 3 clusters
  Score: Raw -2325557.046998 + Penalty 11144.309626 = -2314412.737372
  nChanged 23
		SP:Iteration 43Q (57255.820000 sec): 3 clusters
  Score: Raw -2325565.427599 + Penalty 11144.309626 = -2314421.117974
  nChanged 23
		SP:Iteration 44Q (57255.890000 sec): 3 clusters
  Score: Raw -2325573.913295 + Penalty 11144.309626 = -2314429.603669
  nChanged 23
		SP:Iteration 45Q (57255.950000 sec): 3 clusters
  Score: Raw -2325581.733959 + Penalty 11144.309626 = -2314437.424333
  nChanged 22
		SP:Iteration 46Q (57256.020000 sec): 3 clusters
  Score: Raw -2325590.562776 + Penalty 11144.309626 = -2314446.253150
  nChanged 29
		SP:Iteration 47Q (57256.080000 sec): 3 clusters
  Score: Raw -2325601.928675 + Penalty 11144.309626 = -2314457.619049
  nChanged 30
		SP:Iteration 48Q (57256.140000 sec): 3 clusters
  Score: Raw -2325615.357526 + Penalty 11144.309626 = -2314471.047900
  nChanged 31
		SP:Iteration 49Q (57256.210000 sec): 3 clusters
  Score: Raw -2325626.809425 + Penalty 11144.309626 = -2314482.499800
  nChanged 29
		SP:Iteration 50Q (57256.270000 sec): 3 clusters
  Score: Raw -2325637.636869 + Penalty 11144.309626 = -2314493.327243
  nChanged 30
		SP:Iteration 51Q (57256.340000 sec): 3 clusters
  Score: Raw -2325648.757233 + Penalty 11144.309626 = -2314504.447607
  nChanged 33
		SP:Iteration 52Q (57256.400000 sec): 3 clusters
  Score: Raw -2325660.392930 + Penalty 11144.309626 = -2314516.083304
  nChanged 24
		SP:Iteration 53Q (57256.460000 sec): 3 clusters
  Score: Raw -2325670.598897 + Penalty 11144.309626 = -2314526.289271
  nChanged 32
		SP:Iteration 54Q (57256.520000 sec): 3 clusters
  Score: Raw -2325682.693203 + Penalty 11144.309626 = -2314538.383577
  nChanged 26
		SP:Iteration 55Q (57256.590000 sec): 3 clusters
  Score: Raw -2325692.817861 + Penalty 11144.309626 = -2314548.508235
  nChanged 24
		SP:Iteration 56Q (57256.650000 sec): 3 clusters
  Score: Raw -2325703.497962 + Penalty 11144.309626 = -2314559.188336
  nChanged 29
		SP:Iteration 57Q (57256.720000 sec): 3 clusters
  Score: Raw -2325714.942214 + Penalty 11144.309626 = -2314570.632588
  nChanged 14
		SP:Iteration 58Q (57256.780000 sec): 3 clusters
  Score: Raw -2325720.917826 + Penalty 11144.309626 = -2314576.608200
  nChanged 16
		SP:Iteration 59Q (57256.840000 sec): 3 clusters
  Score: Raw -2325728.028917 + Penalty 11144.309626 = -2314583.719292
  nChanged 28
		SP:Iteration 60F (57256.900000 sec): 3 clusters
  Score: Raw -2325739.392024 + Penalty 11144.309626 = -2314595.082398
  nChanged 28
		SP:Iteration 61Q (57256.970000 sec): 3 clusters
  Score: Raw -2325750.150646 + Penalty 11144.309626 = -2314605.841021
  nChanged 26
		SP:Iteration 62Q (57257.030000 sec): 3 clusters
  Score: Raw -2325761.223841 + Penalty 11144.309626 = -2314616.914216
  nChanged 24
		SP:Iteration 63Q (57257.100000 sec): 3 clusters
  Score: Raw -2325769.864499 + Penalty 11144.309626 = -2314625.554873
  nChanged 19
		SP:Iteration 64Q (57257.160000 sec): 3 clusters
  Score: Raw -2325776.440734 + Penalty 11144.309626 = -2314632.131108
  nChanged 11
		SP:Iteration 65Q (57257.220000 sec): 3 clusters
  Score: Raw -2325781.138634 + Penalty 11144.309626 = -2314636.829008
  nChanged 10
		SP:Iteration 66Q (57257.280000 sec): 3 clusters
  Score: Raw -2325784.123438 + Penalty 11144.309626 = -2314639.813812
  nChanged 11
		SP:Iteration 67Q (57257.350000 sec): 3 clusters
  Score: Raw -2325789.219720 + Penalty 11144.309626 = -2314644.910095
  nChanged 24
		SP:Iteration 68Q (57257.410000 sec): 3 clusters
  Score: Raw -2325798.294967 + Penalty 11144.309626 = -2314653.985341
  nChanged 14
		SP:Iteration 69Q (57257.480000 sec): 3 clusters
  Score: Raw -2325802.202854 + Penalty 11144.309626 = -2314657.893228
  nChanged 8
		SP:Iteration 70Q (57257.540000 sec): 3 clusters
  Score: Raw -2325805.384918 + Penalty 11144.309626 = -2314661.075292
  nChanged 7
		SP:Iteration 71Q (57257.600000 sec): 3 clusters
  Score: Raw -2325807.226257 + Penalty 11144.309626 = -2314662.916631
  nChanged 0
		SP:Iteration 72F (57257.660000 sec): 3 clusters
  Score: Raw -2325807.226257 + Penalty 11144.309626 = -2314662.916631
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57257.680000 sec): 2 clusters
  Score: Raw -134632.629027 + Penalty 3900.514652 = -130732.114376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57257.680000 sec): 3 clusters
  Score: Raw -135150.567443 + Penalty 7801.029303 = -127349.538140
  nChanged 65
		SP:Iteration 1F (57257.690000 sec): 3 clusters
  Score: Raw -135354.010512 + Penalty 7801.029303 = -127552.981208
  nChanged 14
		SP:Iteration 2Q (57257.690000 sec): 3 clusters
  Score: Raw -135428.021805 + Penalty 7801.029303 = -127626.992502
  nChanged 10
		SP:Iteration 3Q (57257.700000 sec): 3 clusters
  Score: Raw -135468.501513 + Penalty 7801.029303 = -127667.472210
  nChanged 4
		SP:Iteration 4Q (57257.700000 sec): 3 clusters
  Score: Raw -135479.011192 + Penalty 7801.029303 = -127677.981889
  nChanged 1
		SP:Iteration 5Q (57257.700000 sec): 3 clusters
  Score: Raw -135480.716446 + Penalty 7801.029303 = -127679.687143
  nChanged 0
		SP:Iteration 6F (57257.710000 sec): 3 clusters
  Score: Raw -135480.716446 + Penalty 7801.029303 = -127679.687143
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (11965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57257.790000 sec): 2 clusters
  Score: Raw -3029482.799280 + Penalty 5751.216363 = -3023731.582917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57257.880000 sec): 3 clusters
  Score: Raw -3023853.670346 + Penalty 11502.432725 = -3012351.237620
  nChanged 4535
		SP:Iteration 1F (57257.960000 sec): 3 clusters
  Score: Raw -3027074.235921 + Penalty 11502.432725 = -3015571.803196
  nChanged 1137
		SP:Iteration 2F (57258.060000 sec): 3 clusters
  Score: Raw -3028299.649590 + Penalty 11502.432725 = -3016797.216865
  nChanged 920
		SP:Iteration 3F (57258.150000 sec): 3 clusters
  Score: Raw -3029318.511685 + Penalty 11502.432725 = -3017816.078959
  nChanged 789
		SP:Iteration 4F (57258.230000 sec): 3 clusters
  Score: Raw -3030034.663494 + Penalty 11502.432725 = -3018532.230768
  nChanged 621
		SP:Iteration 5F (57258.320000 sec): 3 clusters
  Score: Raw -3030513.906634 + Penalty 11502.432725 = -3019011.473909
  nChanged 511
		SP:Iteration 6Q (57258.400000 sec): 3 clusters
  Score: Raw -3030890.664777 + Penalty 11502.432725 = -3019388.232052
  nChanged 419
		SP:Iteration 7Q (57258.490000 sec): 3 clusters
  Score: Raw -3031193.488820 + Penalty 11502.432725 = -3019691.056094
  nChanged 385
		SP:Iteration 8Q (57258.570000 sec): 3 clusters
  Score: Raw -3031479.078072 + Penalty 11502.432725 = -3019976.645346
  nChanged 325
		SP:Iteration 9Q (57258.650000 sec): 3 clusters
  Score: Raw -3031693.094170 + Penalty 11502.432725 = -3020190.661444
  nChanged 303
		SP:Iteration 10Q (57258.730000 sec): 3 clusters
  Score: Raw -3031895.549676 + Penalty 11502.432725 = -3020393.116951
  nChanged 279
		SP:Iteration 11Q (57258.810000 sec): 3 clusters
  Score: Raw -3032066.494109 + Penalty 11502.432725 = -3020564.061384
  nChanged 235
		SP:Iteration 12Q (57258.890000 sec): 3 clusters
  Score: Raw -3032202.314256 + Penalty 11502.432725 = -3020699.881531
  nChanged 200
		SP:Iteration 13Q (57258.970000 sec): 3 clusters
  Score: Raw -3032316.471948 + Penalty 11502.432725 = -3020814.039223
  nChanged 165
		SP:Iteration 14Q (57259.050000 sec): 3 clusters
  Score: Raw -3032392.721169 + Penalty 11502.432725 = -3020890.288443
  nChanged 124
		SP:Iteration 15Q (57259.130000 sec): 3 clusters
  Score: Raw -3032445.128525 + Penalty 11502.432725 = -3020942.695800
  nChanged 95
		SP:Iteration 16Q (57259.210000 sec): 3 clusters
  Score: Raw -3032483.554775 + Penalty 11502.432725 = -3020981.122050
  nChanged 80
		SP:Iteration 17Q (57259.300000 sec): 3 clusters
  Score: Raw -3032513.842952 + Penalty 11502.432725 = -3021011.410227
  nChanged 70
		SP:Iteration 18Q (57259.380000 sec): 3 clusters
  Score: Raw -3032537.185388 + Penalty 11502.432725 = -3021034.752663
  nChanged 54
		SP:Iteration 19Q (57259.460000 sec): 3 clusters
  Score: Raw -3032555.599482 + Penalty 11502.432725 = -3021053.166756
  nChanged 41
		SP:Iteration 20F (57259.540000 sec): 3 clusters
  Score: Raw -3032571.130221 + Penalty 11502.432725 = -3021068.697495
  nChanged 45
		SP:Iteration 21Q (57259.620000 sec): 3 clusters
  Score: Raw -3032585.137164 + Penalty 11502.432725 = -3021082.704439
  nChanged 33
		SP:Iteration 22Q (57259.700000 sec): 3 clusters
  Score: Raw -3032594.654258 + Penalty 11502.432725 = -3021092.221533
  nChanged 17
		SP:Iteration 23Q (57259.790000 sec): 3 clusters
  Score: Raw -3032600.331979 + Penalty 11502.432725 = -3021097.899254
  nChanged 20
		SP:Iteration 24Q (57259.870000 sec): 3 clusters
  Score: Raw -3032606.327195 + Penalty 11502.432725 = -3021103.894470
  nChanged 17
		SP:Iteration 25Q (57259.950000 sec): 3 clusters
  Score: Raw -3032609.893925 + Penalty 11502.432725 = -3021107.461200
  nChanged 8
		SP:Iteration 26Q (57260.030000 sec): 3 clusters
  Score: Raw -3032611.410658 + Penalty 11502.432725 = -3021108.977933
  nChanged 7
		SP:Iteration 27Q (57260.110000 sec): 3 clusters
  Score: Raw -3032612.730591 + Penalty 11502.432725 = -3021110.297865
  nChanged 2
		SP:Iteration 28Q (57260.190000 sec): 3 clusters
  Score: Raw -3032613.273483 + Penalty 11502.432725 = -3021110.840758
  nChanged 2
		SP:Iteration 29Q (57260.270000 sec): 3 clusters
  Score: Raw -3032613.539072 + Penalty 11502.432725 = -3021111.106347
  nChanged 0
		SP:Iteration 30F (57260.350000 sec): 3 clusters
  Score: Raw -3032613.539072 + Penalty 11502.432725 = -3021111.106347
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57260.470000 sec): 2 clusters
  Score: Raw -4681666.642653 + Penalty 5993.510456 = -4675673.132197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57260.600000 sec): 3 clusters
  Score: Raw -4672642.182495 + Penalty 11987.020913 = -4660655.161582
  nChanged 7151
		SP:Iteration 1F (57260.730000 sec): 3 clusters
  Score: Raw -4676880.294014 + Penalty 11987.020913 = -4664893.273102
  nChanged 1455
		SP:Iteration 2F (57260.860000 sec): 3 clusters
  Score: Raw -4678220.755465 + Penalty 11987.020913 = -4666233.734552
  nChanged 1347
		SP:Iteration 3F (57260.990000 sec): 3 clusters
  Score: Raw -4679500.671463 + Penalty 11987.020913 = -4667513.650550
  nChanged 1360
		SP:Iteration 4F (57261.120000 sec): 3 clusters
  Score: Raw -4680858.771223 + Penalty 11987.020913 = -4668871.750310
  nChanged 1372
		SP:Iteration 5F (57261.250000 sec): 3 clusters
  Score: Raw -4682279.424382 + Penalty 11987.020913 = -4670292.403470
  nChanged 1236
		SP:Iteration 6F (57261.380000 sec): 3 clusters
  Score: Raw -4683389.084073 + Penalty 11987.020913 = -4671402.063160
  nChanged 949
		SP:Iteration 7F (57261.510000 sec): 3 clusters
  Score: Raw -4684199.438059 + Penalty 11987.020913 = -4672212.417146
  nChanged 665
		SP:Iteration 8Q (57261.630000 sec): 3 clusters
  Score: Raw -4684777.429810 + Penalty 11987.020913 = -4672790.408897
  nChanged 481
		SP:Iteration 9Q (57261.760000 sec): 3 clusters
  Score: Raw -4685163.320095 + Penalty 11987.020913 = -4673176.299182
  nChanged 342
		SP:Iteration 10Q (57261.880000 sec): 3 clusters
  Score: Raw -4685417.934049 + Penalty 11987.020913 = -4673430.913136
  nChanged 284
		SP:Iteration 11Q (57262.010000 sec): 3 clusters
  Score: Raw -4685603.550345 + Penalty 11987.020913 = -4673616.529432
  nChanged 218
		SP:Iteration 12Q (57262.130000 sec): 3 clusters
  Score: Raw -4685725.517719 + Penalty 11987.020913 = -4673738.496806
  nChanged 142
		SP:Iteration 13Q (57262.250000 sec): 3 clusters
  Score: Raw -4685798.573720 + Penalty 11987.020913 = -4673811.552807
  nChanged 120
		SP:Iteration 14Q (57262.360000 sec): 3 clusters
  Score: Raw -4685850.630830 + Penalty 11987.020913 = -4673863.609917
  nChanged 84
		SP:Iteration 15Q (57262.480000 sec): 3 clusters
  Score: Raw -4685883.570056 + Penalty 11987.020913 = -4673896.549143
  nChanged 61
		SP:Iteration 16Q (57262.590000 sec): 3 clusters
  Score: Raw -4685907.192562 + Penalty 11987.020913 = -4673920.171649
  nChanged 48
		SP:Iteration 17Q (57262.710000 sec): 3 clusters
  Score: Raw -4685922.965642 + Penalty 11987.020913 = -4673935.944729
  nChanged 28
		SP:Iteration 18Q (57262.820000 sec): 3 clusters
  Score: Raw -4685932.571461 + Penalty 11987.020913 = -4673945.550548
  nChanged 27
		SP:Iteration 19Q (57262.930000 sec): 3 clusters
  Score: Raw -4685940.625981 + Penalty 11987.020913 = -4673953.605068
  nChanged 19
		SP:Iteration 20F (57263.070000 sec): 3 clusters
  Score: Raw -4685946.501439 + Penalty 11987.020913 = -4673959.480526
  nChanged 14
		SP:Iteration 21Q (57263.180000 sec): 3 clusters
  Score: Raw -4685950.911708 + Penalty 11987.020913 = -4673963.890795
  nChanged 21
		SP:Iteration 22Q (57263.290000 sec): 3 clusters
  Score: Raw -4685955.255631 + Penalty 11987.020913 = -4673968.234719
  nChanged 16
		SP:Iteration 23Q (57263.410000 sec): 3 clusters
  Score: Raw -4685959.185246 + Penalty 11987.020913 = -4673972.164333
  nChanged 11
		SP:Iteration 24Q (57263.520000 sec): 3 clusters
  Score: Raw -4685961.228206 + Penalty 11987.020913 = -4673974.207293
  nChanged 4
		SP:Iteration 25Q (57263.630000 sec): 3 clusters
  Score: Raw -4685962.467079 + Penalty 11987.020913 = -4673975.446166
  nChanged 4
		SP:Iteration 26Q (57263.750000 sec): 3 clusters
  Score: Raw -4685963.382303 + Penalty 11987.020913 = -4673976.361390
  nChanged 4
		SP:Iteration 27Q (57263.860000 sec): 3 clusters
  Score: Raw -4685964.199029 + Penalty 11987.020913 = -4673977.178116
  nChanged 4
		SP:Iteration 28Q (57263.970000 sec): 3 clusters
  Score: Raw -4685964.661243 + Penalty 11987.020913 = -4673977.640330
  nChanged 0
		SP:Iteration 29F (57264.110000 sec): 3 clusters
  Score: Raw -4685964.661243 + Penalty 11987.020913 = -4673977.640330
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57264.260000 sec): 2 clusters
  Score: Raw -6394385.811081 + Penalty 6174.898145 = -6388210.912935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57264.430000 sec): 3 clusters
  Score: Raw -6381517.202227 + Penalty 12349.796291 = -6369167.405936
  nChanged 9922
		SP:Iteration 1F (57264.610000 sec): 3 clusters
  Score: Raw -6386715.485253 + Penalty 12349.796291 = -6374365.688962
  nChanged 1488
		SP:Iteration 2F (57264.780000 sec): 3 clusters
  Score: Raw -6387354.677149 + Penalty 12349.796291 = -6375004.880858
  nChanged 1106
		SP:Iteration 3Q (57264.960000 sec): 3 clusters
  Score: Raw -6387789.818181 + Penalty 12349.796291 = -6375440.021890
  nChanged 884
		SP:Iteration 4Q (57265.130000 sec): 3 clusters
  Score: Raw -6388120.642529 + Penalty 12349.796291 = -6375770.846239
  nChanged 791
		SP:Iteration 5Q (57265.310000 sec): 3 clusters
  Score: Raw -6388423.088109 + Penalty 12349.796291 = -6376073.291818
  nChanged 707
		SP:Iteration 6Q (57265.490000 sec): 3 clusters
  Score: Raw -6388693.274140 + Penalty 12349.796291 = -6376343.477849
  nChanged 695
		SP:Iteration 7Q (57265.660000 sec): 3 clusters
  Score: Raw -6388943.220705 + Penalty 12349.796291 = -6376593.424414
  nChanged 669
		SP:Iteration 8Q (57265.830000 sec): 3 clusters
  Score: Raw -6389188.685708 + Penalty 12349.796291 = -6376838.889417
  nChanged 654
		SP:Iteration 9Q (57266.010000 sec): 3 clusters
  Score: Raw -6389444.846407 + Penalty 12349.796291 = -6377095.050116
  nChanged 678
		SP:Iteration 10Q (57266.190000 sec): 3 clusters
  Score: Raw -6389720.262693 + Penalty 12349.796291 = -6377370.466403
  nChanged 690
		SP:Iteration 11Q (57266.360000 sec): 3 clusters
  Score: Raw -6390019.120517 + Penalty 12349.796291 = -6377669.324226
  nChanged 722
		SP:Iteration 12Q (57266.530000 sec): 3 clusters
  Score: Raw -6390359.565098 + Penalty 12349.796291 = -6378009.768807
  nChanged 789
		SP:Iteration 13Q (57266.710000 sec): 3 clusters
  Score: Raw -6390762.319968 + Penalty 12349.796291 = -6378412.523677
  nChanged 825
		SP:Iteration 14Q (57266.890000 sec): 3 clusters
  Score: Raw -6391209.334996 + Penalty 12349.796291 = -6378859.538706
  nChanged 826
		SP:Iteration 15Q (57267.060000 sec): 3 clusters
  Score: Raw -6391689.794840 + Penalty 12349.796291 = -6379339.998549
  nChanged 854
		SP:Iteration 16Q (57267.250000 sec): 3 clusters
  Score: Raw -6392222.670089 + Penalty 12349.796291 = -6379872.873798
  nChanged 853
		SP:Iteration 17Q (57267.430000 sec): 3 clusters
  Score: Raw -6392793.406108 + Penalty 12349.796291 = -6380443.609817
  nChanged 785
		SP:Iteration 18Q (57267.610000 sec): 3 clusters
  Score: Raw -6393314.060151 + Penalty 12349.796291 = -6380964.263860
  nChanged 641
		SP:Iteration 19Q (57267.780000 sec): 3 clusters
  Score: Raw -6393726.699322 + Penalty 12349.796291 = -6381376.903031
  nChanged 524
		SP:Iteration 20F (57267.960000 sec): 3 clusters
  Score: Raw -6394068.160695 + Penalty 12349.796291 = -6381718.364404
  nChanged 411
		SP:Iteration 21Q (57268.130000 sec): 3 clusters
  Score: Raw -6394346.693461 + Penalty 12349.796291 = -6381996.897170
  nChanged 339
		SP:Iteration 22Q (57268.300000 sec): 3 clusters
  Score: Raw -6394573.265873 + Penalty 12349.796291 = -6382223.469582
  nChanged 275
		SP:Iteration 23Q (57268.470000 sec): 3 clusters
  Score: Raw -6394749.876760 + Penalty 12349.796291 = -6382400.080469
  nChanged 198
		SP:Iteration 24Q (57268.630000 sec): 3 clusters
  Score: Raw -6394887.114622 + Penalty 12349.796291 = -6382537.318331
  nChanged 166
		SP:Iteration 25Q (57268.800000 sec): 3 clusters
  Score: Raw -6394993.640183 + Penalty 12349.796291 = -6382643.843893
  nChanged 127
		SP:Iteration 26Q (57268.960000 sec): 3 clusters
  Score: Raw -6395087.942014 + Penalty 12349.796291 = -6382738.145724
  nChanged 125
		SP:Iteration 27Q (57269.110000 sec): 3 clusters
  Score: Raw -6395183.184593 + Penalty 12349.796291 = -6382833.388303
  nChanged 116
		SP:Iteration 28Q (57269.270000 sec): 3 clusters
  Score: Raw -6395264.887558 + Penalty 12349.796291 = -6382915.091267
  nChanged 90
		SP:Iteration 29Q (57269.430000 sec): 3 clusters
  Score: Raw -6395329.600793 + Penalty 12349.796291 = -6382979.804502
  nChanged 61
		SP:Iteration 30Q (57269.580000 sec): 3 clusters
  Score: Raw -6395377.246962 + Penalty 12349.796291 = -6383027.450671
  nChanged 57
		SP:Iteration 31Q (57269.730000 sec): 3 clusters
  Score: Raw -6395420.431721 + Penalty 12349.796291 = -6383070.635431
  nChanged 41
		SP:Iteration 32Q (57269.890000 sec): 3 clusters
  Score: Raw -6395450.561150 + Penalty 12349.796291 = -6383100.764859
  nChanged 36
		SP:Iteration 33Q (57270.030000 sec): 3 clusters
  Score: Raw -6395474.725917 + Penalty 12349.796291 = -6383124.929626
  nChanged 26
		SP:Iteration 34Q (57270.180000 sec): 3 clusters
  Score: Raw -6395490.513602 + Penalty 12349.796291 = -6383140.717311
  nChanged 18
		SP:Iteration 35Q (57270.330000 sec): 3 clusters
  Score: Raw -6395502.531005 + Penalty 12349.796291 = -6383152.734714
  nChanged 13
		SP:Iteration 36Q (57270.480000 sec): 3 clusters
  Score: Raw -6395512.245211 + Penalty 12349.796291 = -6383162.448920
  nChanged 9
		SP:Iteration 37Q (57270.620000 sec): 3 clusters
  Score: Raw -6395517.983608 + Penalty 12349.796291 = -6383168.187317
  nChanged 10
		SP:Iteration 38Q (57270.770000 sec): 3 clusters
  Score: Raw -6395524.252532 + Penalty 12349.796291 = -6383174.456241
  nChanged 9
		SP:Iteration 39Q (57270.910000 sec): 3 clusters
  Score: Raw -6395531.517493 + Penalty 12349.796291 = -6383181.721202
  nChanged 18
		SP:Iteration 40F (57271.090000 sec): 3 clusters
  Score: Raw -6395544.777388 + Penalty 12349.796291 = -6383194.981098
  nChanged 14
		SP:Iteration 41Q (57271.240000 sec): 3 clusters
  Score: Raw -6395554.403476 + Penalty 12349.796291 = -6383204.607185
  nChanged 7
		SP:Iteration 42Q (57271.390000 sec): 3 clusters
  Score: Raw -6395557.506951 + Penalty 12349.796291 = -6383207.710660
  nChanged 1
		SP:Iteration 43Q (57271.530000 sec): 3 clusters
  Score: Raw -6395558.044161 + Penalty 12349.796291 = -6383208.247870
  nChanged 2
		SP:Iteration 44Q (57271.680000 sec): 3 clusters
  Score: Raw -6395559.123864 + Penalty 12349.796291 = -6383209.327573
  nChanged 2
		SP:Iteration 45Q (57271.820000 sec): 3 clusters
  Score: Raw -6395559.950701 + Penalty 12349.796291 = -6383210.154410
  nChanged 1
		SP:Iteration 46Q (57271.970000 sec): 3 clusters
  Score: Raw -6395561.200026 + Penalty 12349.796291 = -6383211.403735
  nChanged 2
		SP:Iteration 47Q (57272.110000 sec): 3 clusters
  Score: Raw -6395562.367270 + Penalty 12349.796291 = -6383212.570979
  nChanged 0
		SP:Iteration 48F (57272.290000 sec): 3 clusters
  Score: Raw -6395562.367270 + Penalty 12349.796291 = -6383212.570979
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57272.420000 sec): 2 clusters
  Score: Raw -5282038.612644 + Penalty 6074.673415 = -5275963.939230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57272.570000 sec): 3 clusters
  Score: Raw -5271512.735097 + Penalty 12149.346829 = -5259363.388268
  nChanged 8174
		SP:Iteration 1F (57272.720000 sec): 3 clusters
  Score: Raw -5275983.843014 + Penalty 12149.346829 = -5263834.496185
  nChanged 1478
		SP:Iteration 2F (57272.870000 sec): 3 clusters
  Score: Raw -5276817.687415 + Penalty 12149.346829 = -5264668.340585
  nChanged 1156
		SP:Iteration 3F (57273.020000 sec): 3 clusters
  Score: Raw -5277423.990084 + Penalty 12149.346829 = -5265274.643255
  nChanged 973
		SP:Iteration 4Q (57273.170000 sec): 3 clusters
  Score: Raw -5277900.626801 + Penalty 12149.346829 = -5265751.279972
  nChanged 819
		SP:Iteration 5Q (57273.310000 sec): 3 clusters
  Score: Raw -5278289.452888 + Penalty 12149.346829 = -5266140.106058
  nChanged 728
		SP:Iteration 6Q (57273.470000 sec): 3 clusters
  Score: Raw -5278670.886908 + Penalty 12149.346829 = -5266521.540079
  nChanged 781
		SP:Iteration 7Q (57273.610000 sec): 3 clusters
  Score: Raw -5279083.437043 + Penalty 12149.346829 = -5266934.090214
  nChanged 772
		SP:Iteration 8Q (57273.760000 sec): 3 clusters
  Score: Raw -5279504.125182 + Penalty 12149.346829 = -5267354.778353
  nChanged 763
		SP:Iteration 9Q (57273.910000 sec): 3 clusters
  Score: Raw -5279945.277069 + Penalty 12149.346829 = -5267795.930240
  nChanged 755
		SP:Iteration 10Q (57274.060000 sec): 3 clusters
  Score: Raw -5280442.127509 + Penalty 12149.346829 = -5268292.780680
  nChanged 756
		SP:Iteration 11Q (57274.210000 sec): 3 clusters
  Score: Raw -5280973.125107 + Penalty 12149.346829 = -5268823.778278
  nChanged 726
		SP:Iteration 12Q (57274.360000 sec): 3 clusters
  Score: Raw -5281508.120534 + Penalty 12149.346829 = -5269358.773704
  nChanged 662
		SP:Iteration 13Q (57274.500000 sec): 3 clusters
  Score: Raw -5282025.359526 + Penalty 12149.346829 = -5269876.012696
  nChanged 574
		SP:Iteration 14Q (57274.650000 sec): 3 clusters
  Score: Raw -5282467.486246 + Penalty 12149.346829 = -5270318.139417
  nChanged 470
		SP:Iteration 15Q (57274.790000 sec): 3 clusters
  Score: Raw -5282829.837330 + Penalty 12149.346829 = -5270680.490501
  nChanged 348
		SP:Iteration 16Q (57274.940000 sec): 3 clusters
  Score: Raw -5283102.531343 + Penalty 12149.346829 = -5270953.184514
  nChanged 251
		SP:Iteration 17Q (57275.080000 sec): 3 clusters
  Score: Raw -5283303.576657 + Penalty 12149.346829 = -5271154.229828
  nChanged 194
		SP:Iteration 18Q (57275.220000 sec): 3 clusters
  Score: Raw -5283458.212168 + Penalty 12149.346829 = -5271308.865338
  nChanged 151
		SP:Iteration 19Q (57275.350000 sec): 3 clusters
  Score: Raw -5283584.651175 + Penalty 12149.346829 = -5271435.304346
  nChanged 122
		SP:Iteration 20F (57275.500000 sec): 3 clusters
  Score: Raw -5283687.586277 + Penalty 12149.346829 = -5271538.239448
  nChanged 86
		SP:Iteration 21Q (57275.630000 sec): 3 clusters
  Score: Raw -5283755.361200 + Penalty 12149.346829 = -5271606.014371
  nChanged 64
		SP:Iteration 22Q (57275.760000 sec): 3 clusters
  Score: Raw -5283801.628566 + Penalty 12149.346829 = -5271652.281737
  nChanged 34
		SP:Iteration 23Q (57275.890000 sec): 3 clusters
  Score: Raw -5283826.997059 + Penalty 12149.346829 = -5271677.650230
  nChanged 34
		SP:Iteration 24Q (57276.010000 sec): 3 clusters
  Score: Raw -5283851.388661 + Penalty 12149.346829 = -5271702.041832
  nChanged 19
		SP:Iteration 25Q (57276.140000 sec): 3 clusters
  Score: Raw -5283865.840411 + Penalty 12149.346829 = -5271716.493582
  nChanged 15
		SP:Iteration 26Q (57276.270000 sec): 3 clusters
  Score: Raw -5283876.834426 + Penalty 12149.346829 = -5271727.487596
  nChanged 12
		SP:Iteration 27Q (57276.390000 sec): 3 clusters
  Score: Raw -5283882.890410 + Penalty 12149.346829 = -5271733.543581
  nChanged 9
		SP:Iteration 28Q (57276.510000 sec): 3 clusters
  Score: Raw -5283888.302896 + Penalty 12149.346829 = -5271738.956067
  nChanged 3
		SP:Iteration 29Q (57276.640000 sec): 3 clusters
  Score: Raw -5283890.279771 + Penalty 12149.346829 = -5271740.932942
  nChanged 2
		SP:Iteration 30Q (57276.760000 sec): 3 clusters
  Score: Raw -5283892.001575 + Penalty 12149.346829 = -5271742.654745
  nChanged 1
		SP:Iteration 31Q (57276.890000 sec): 3 clusters
  Score: Raw -5283892.770901 + Penalty 12149.346829 = -5271743.424071
  nChanged 1
		SP:Iteration 32Q (57277.010000 sec): 3 clusters
  Score: Raw -5283892.948406 + Penalty 12149.346829 = -5271743.601577
  nChanged 0
		SP:Iteration 33F (57277.150000 sec): 3 clusters
  Score: Raw -5283892.948406 + Penalty 12149.346829 = -5271743.601577
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57277.170000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57277.170000 sec): 3 clusters
  Score: Raw -66705.324263 + Penalty 6825.888689 = -59879.435573
  nChanged 8
		SP:Iteration 1Q (57277.180000 sec): 3 clusters
  Score: Raw -66768.698559 + Penalty 6825.888689 = -59942.809869
  nChanged 1
		SP:Iteration 2Q (57277.180000 sec): 3 clusters
  Score: Raw -66776.164588 + Penalty 6825.888689 = -59950.275898
  nChanged 0
		SP:Iteration 3F (57277.180000 sec): 3 clusters
  Score: Raw -66776.164588 + Penalty 6825.888689 = -59950.275898
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (21621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57277.340000 sec): 2 clusters
  Score: Raw -5727994.650290 + Penalty 6113.619960 = -5721881.030330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57277.510000 sec): 3 clusters
  Score: Raw -5716649.925181 + Penalty 12227.239921 = -5704422.685260
  nChanged 8775
		SP:Iteration 1F (57277.670000 sec): 3 clusters
  Score: Raw -5721437.838056 + Penalty 12227.239921 = -5709210.598135
  nChanged 1469
		SP:Iteration 2F (57277.830000 sec): 3 clusters
  Score: Raw -5722214.042449 + Penalty 12227.239921 = -5709986.802528
  nChanged 1153
		SP:Iteration 3F (57278.000000 sec): 3 clusters
  Score: Raw -5722807.550682 + Penalty 12227.239921 = -5710580.310761
  nChanged 999
		SP:Iteration 4Q (57278.170000 sec): 3 clusters
  Score: Raw -5723343.742414 + Penalty 12227.239921 = -5711116.502493
  nChanged 926
		SP:Iteration 5Q (57278.330000 sec): 3 clusters
  Score: Raw -5723860.592012 + Penalty 12227.239921 = -5711633.352091
  nChanged 894
		SP:Iteration 6Q (57278.500000 sec): 3 clusters
  Score: Raw -5724346.449230 + Penalty 12227.239921 = -5712119.209309
  nChanged 872
		SP:Iteration 7Q (57278.660000 sec): 3 clusters
  Score: Raw -5724816.380910 + Penalty 12227.239921 = -5712589.140989
  nChanged 845
		SP:Iteration 8Q (57278.830000 sec): 3 clusters
  Score: Raw -5725288.913188 + Penalty 12227.239921 = -5713061.673267
  nChanged 854
		SP:Iteration 9Q (57278.990000 sec): 3 clusters
  Score: Raw -5725749.576222 + Penalty 12227.239921 = -5713522.336301
  nChanged 820
		SP:Iteration 10Q (57279.160000 sec): 3 clusters
  Score: Raw -5726198.905679 + Penalty 12227.239921 = -5713971.665758
  nChanged 740
		SP:Iteration 11Q (57279.320000 sec): 3 clusters
  Score: Raw -5726627.536878 + Penalty 12227.239921 = -5714400.296957
  nChanged 706
		SP:Iteration 12Q (57279.480000 sec): 3 clusters
  Score: Raw -5727038.685276 + Penalty 12227.239921 = -5714811.445355
  nChanged 629
		SP:Iteration 13Q (57279.650000 sec): 3 clusters
  Score: Raw -5727405.089200 + Penalty 12227.239921 = -5715177.849279
  nChanged 593
		SP:Iteration 14Q (57279.810000 sec): 3 clusters
  Score: Raw -5727747.294938 + Penalty 12227.239921 = -5715520.055017
  nChanged 510
		SP:Iteration 15Q (57279.970000 sec): 3 clusters
  Score: Raw -5728035.043836 + Penalty 12227.239921 = -5715807.803915
  nChanged 430
		SP:Iteration 16Q (57280.130000 sec): 3 clusters
  Score: Raw -5728294.300467 + Penalty 12227.239921 = -5716067.060546
  nChanged 375
		SP:Iteration 17Q (57280.290000 sec): 3 clusters
  Score: Raw -5728488.991492 + Penalty 12227.239921 = -5716261.751571
  nChanged 314
		SP:Iteration 18Q (57280.450000 sec): 3 clusters
  Score: Raw -5728663.079161 + Penalty 12227.239921 = -5716435.839241
  nChanged 259
		SP:Iteration 19Q (57280.610000 sec): 3 clusters
  Score: Raw -5728795.672800 + Penalty 12227.239921 = -5716568.432879
  nChanged 201
		SP:Iteration 20F (57280.780000 sec): 3 clusters
  Score: Raw -5728890.182455 + Penalty 12227.239921 = -5716662.942535
  nChanged 162
		SP:Iteration 21Q (57280.930000 sec): 3 clusters
  Score: Raw -5728965.605436 + Penalty 12227.239921 = -5716738.365515
  nChanged 149
		SP:Iteration 22Q (57281.090000 sec): 3 clusters
  Score: Raw -5729030.689083 + Penalty 12227.239921 = -5716803.449162
  nChanged 113
		SP:Iteration 23Q (57281.240000 sec): 3 clusters
  Score: Raw -5729083.668467 + Penalty 12227.239921 = -5716856.428546
  nChanged 100
		SP:Iteration 24Q (57281.390000 sec): 3 clusters
  Score: Raw -5729125.306009 + Penalty 12227.239921 = -5716898.066088
  nChanged 83
		SP:Iteration 25Q (57281.540000 sec): 3 clusters
  Score: Raw -5729157.290311 + Penalty 12227.239921 = -5716930.050390
  nChanged 64
		SP:Iteration 26Q (57281.690000 sec): 3 clusters
  Score: Raw -5729181.839927 + Penalty 12227.239921 = -5716954.600006
  nChanged 52
		SP:Iteration 27Q (57281.840000 sec): 3 clusters
  Score: Raw -5729199.312650 + Penalty 12227.239921 = -5716972.072729
  nChanged 33
		SP:Iteration 28Q (57281.990000 sec): 3 clusters
  Score: Raw -5729211.608449 + Penalty 12227.239921 = -5716984.368528
  nChanged 37
		SP:Iteration 29Q (57282.140000 sec): 3 clusters
  Score: Raw -5729226.328436 + Penalty 12227.239921 = -5716999.088515
  nChanged 38
		SP:Iteration 30Q (57282.290000 sec): 3 clusters
  Score: Raw -5729241.890426 + Penalty 12227.239921 = -5717014.650506
  nChanged 28
		SP:Iteration 31Q (57282.440000 sec): 3 clusters
  Score: Raw -5729253.496217 + Penalty 12227.239921 = -5717026.256297
  nChanged 24
		SP:Iteration 32Q (57282.590000 sec): 3 clusters
  Score: Raw -5729261.531858 + Penalty 12227.239921 = -5717034.291937
  nChanged 21
		SP:Iteration 33Q (57282.740000 sec): 3 clusters
  Score: Raw -5729270.256469 + Penalty 12227.239921 = -5717043.016548
  nChanged 21
		SP:Iteration 34Q (57282.880000 sec): 3 clusters
  Score: Raw -5729277.178426 + Penalty 12227.239921 = -5717049.938505
  nChanged 17
		SP:Iteration 35Q (57283.030000 sec): 3 clusters
  Score: Raw -5729284.118718 + Penalty 12227.239921 = -5717056.878797
  nChanged 21
		SP:Iteration 36Q (57283.170000 sec): 3 clusters
  Score: Raw -5729291.734279 + Penalty 12227.239921 = -5717064.494358
  nChanged 19
		SP:Iteration 37Q (57283.320000 sec): 3 clusters
  Score: Raw -5729297.821035 + Penalty 12227.239921 = -5717070.581114
  nChanged 16
		SP:Iteration 38Q (57283.470000 sec): 3 clusters
  Score: Raw -5729303.735646 + Penalty 12227.239921 = -5717076.495726
  nChanged 13
		SP:Iteration 39Q (57283.610000 sec): 3 clusters
  Score: Raw -5729308.275856 + Penalty 12227.239921 = -5717081.035935
  nChanged 13
		SP:Iteration 40F (57283.780000 sec): 3 clusters
  Score: Raw -5729313.275320 + Penalty 12227.239921 = -5717086.035400
  nChanged 15
		SP:Iteration 41Q (57283.920000 sec): 3 clusters
  Score: Raw -5729317.922760 + Penalty 12227.239921 = -5717090.682839
  nChanged 14
		SP:Iteration 42Q (57284.070000 sec): 3 clusters
  Score: Raw -5729322.158535 + Penalty 12227.239921 = -5717094.918614
  nChanged 14
		SP:Iteration 43Q (57284.210000 sec): 3 clusters
  Score: Raw -5729326.374136 + Penalty 12227.239921 = -5717099.134216
  nChanged 11
		SP:Iteration 44Q (57284.360000 sec): 3 clusters
  Score: Raw -5729329.790749 + Penalty 12227.239921 = -5717102.550829
  nChanged 11
		SP:Iteration 45Q (57284.510000 sec): 3 clusters
  Score: Raw -5729334.620569 + Penalty 12227.239921 = -5717107.380648
  nChanged 19
		SP:Iteration 46Q (57284.650000 sec): 3 clusters
  Score: Raw -5729341.389875 + Penalty 12227.239921 = -5717114.149954
  nChanged 11
		SP:Iteration 47Q (57284.790000 sec): 3 clusters
  Score: Raw -5729345.889363 + Penalty 12227.239921 = -5717118.649443
  nChanged 15
		SP:Iteration 48Q (57284.940000 sec): 3 clusters
  Score: Raw -5729350.553152 + Penalty 12227.239921 = -5717123.313231
  nChanged 13
		SP:Iteration 49Q (57285.080000 sec): 3 clusters
  Score: Raw -5729356.099234 + Penalty 12227.239921 = -5717128.859313
  nChanged 11
		SP:Iteration 50Q (57285.230000 sec): 3 clusters
  Score: Raw -5729360.298841 + Penalty 12227.239921 = -5717133.058921
  nChanged 9
		SP:Iteration 51Q (57285.370000 sec): 3 clusters
  Score: Raw -5729363.588791 + Penalty 12227.239921 = -5717136.348870
  nChanged 9
		SP:Iteration 52Q (57285.510000 sec): 3 clusters
  Score: Raw -5729366.688552 + Penalty 12227.239921 = -5717139.448631
  nChanged 5
		SP:Iteration 53Q (57285.660000 sec): 3 clusters
  Score: Raw -5729368.164539 + Penalty 12227.239921 = -5717140.924618
  nChanged 5
		SP:Iteration 54Q (57285.800000 sec): 3 clusters
  Score: Raw -5729370.094296 + Penalty 12227.239921 = -5717142.854375
  nChanged 4
		SP:Iteration 55Q (57285.950000 sec): 3 clusters
  Score: Raw -5729372.120887 + Penalty 12227.239921 = -5717144.880966
  nChanged 3
		SP:Iteration 56Q (57286.090000 sec): 3 clusters
  Score: Raw -5729373.056385 + Penalty 12227.239921 = -5717145.816464
  nChanged 5
		SP:Iteration 57Q (57286.230000 sec): 3 clusters
  Score: Raw -5729375.053627 + Penalty 12227.239921 = -5717147.813707
  nChanged 3
		SP:Iteration 58Q (57286.370000 sec): 3 clusters
  Score: Raw -5729376.244372 + Penalty 12227.239921 = -5717149.004451
  nChanged 3
		SP:Iteration 59Q (57286.520000 sec): 3 clusters
  Score: Raw -5729377.138850 + Penalty 12227.239921 = -5717149.898929
  nChanged 2
		SP:Iteration 60F (57286.690000 sec): 3 clusters
  Score: Raw -5729377.908670 + Penalty 12227.239921 = -5717150.668750
  nChanged 3
		SP:Iteration 61Q (57286.830000 sec): 3 clusters
  Score: Raw -5729378.623274 + Penalty 12227.239921 = -5717151.383353
  nChanged 2
		SP:Iteration 62Q (57286.970000 sec): 3 clusters
  Score: Raw -5729379.379906 + Penalty 12227.239921 = -5717152.139985
  nChanged 5
		SP:Iteration 63Q (57287.120000 sec): 3 clusters
  Score: Raw -5729380.988311 + Penalty 12227.239921 = -5717153.748390
  nChanged 3
		SP:Iteration 64Q (57287.260000 sec): 3 clusters
  Score: Raw -5729382.363672 + Penalty 12227.239921 = -5717155.123751
  nChanged 4
		SP:Iteration 65Q (57287.400000 sec): 3 clusters
  Score: Raw -5729383.418606 + Penalty 12227.239921 = -5717156.178685
  nChanged 3
		SP:Iteration 66Q (57287.540000 sec): 3 clusters
  Score: Raw -5729384.359407 + Penalty 12227.239921 = -5717157.119487
  nChanged 2
		SP:Iteration 67Q (57287.680000 sec): 3 clusters
  Score: Raw -5729384.747466 + Penalty 12227.239921 = -5717157.507545
  nChanged 0
		SP:Iteration 68F (57287.850000 sec): 3 clusters
  Score: Raw -5729384.747466 + Penalty 12227.239921 = -5717157.507545
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (433728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57290.840000 sec): 2 clusters
  Score: Raw -114915234.599409 + Penalty 7950.355894 = -114907284.243515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57294.180000 sec): 3 clusters
  Score: Raw -114632638.640535 + Penalty 15900.711788 = -114616737.928747
  nChanged 207322
		SP:Iteration 1F (57297.420000 sec): 3 clusters
  Score: Raw -114753184.685820 + Penalty 15900.711788 = -114737283.974032
  nChanged 10298
		SP:Iteration 2Q (57300.640000 sec): 3 clusters
  Score: Raw -114754912.304826 + Penalty 15900.711788 = -114739011.593037
  nChanged 10532
		SP:Iteration 3Q (57303.880000 sec): 3 clusters
  Score: Raw -114756832.271300 + Penalty 15900.711788 = -114740931.559511
  nChanged 11180
		SP:Iteration 4Q (57307.100000 sec): 3 clusters
  Score: Raw -114759264.499520 + Penalty 15900.711788 = -114743363.787731
  nChanged 13006
		SP:Iteration 5Q (57310.400000 sec): 3 clusters
  Score: Raw -114762924.176066 + Penalty 15900.711788 = -114747023.464278
  nChanged 16309
		SP:Iteration 6Q (57313.770000 sec): 3 clusters
  Score: Raw -114768948.879158 + Penalty 15900.711788 = -114753048.167370
  nChanged 21644
		SP:Iteration 7Q (57317.010000 sec): 3 clusters
  Score: Raw -114779741.949659 + Penalty 15900.711788 = -114763841.237871
  nChanged 28704
		SP:Iteration 8F (57320.320000 sec): 3 clusters
  Score: Raw -114798532.003462 + Penalty 15900.711788 = -114782631.291674
  nChanged 35167
		SP:Iteration 9F (57323.670000 sec): 3 clusters
  Score: Raw -114827049.424625 + Penalty 15900.711788 = -114811148.712837
  nChanged 37160
		SP:Iteration 10F (57327.010000 sec): 3 clusters
  Score: Raw -114861771.662198 + Penalty 15900.711788 = -114845870.950410
  nChanged 29892
		SP:Iteration 11F (57330.370000 sec): 3 clusters
  Score: Raw -114890906.152491 + Penalty 15900.711788 = -114875005.440703
  nChanged 16748
		SP:Iteration 12Q (57333.520000 sec): 3 clusters
  Score: Raw -114906708.729467 + Penalty 15900.711788 = -114890808.017679
  nChanged 6857
		SP:Iteration 13Q (57336.370000 sec): 3 clusters
  Score: Raw -114912858.254904 + Penalty 15900.711788 = -114896957.543116
  nChanged 2365
		SP:Iteration 14Q (57338.910000 sec): 3 clusters
  Score: Raw -114914927.116341 + Penalty 15900.711788 = -114899026.404553
  nChanged 804
		SP:Iteration 15Q (57341.270000 sec): 3 clusters
  Score: Raw -114915629.261854 + Penalty 15900.711788 = -114899728.550066
  nChanged 382
		SP:Iteration 16Q (57343.580000 sec): 3 clusters
  Score: Raw -114915958.612147 + Penalty 15900.711788 = -114900057.900359
  nChanged 188
		SP:Iteration 17Q (57345.860000 sec): 3 clusters
  Score: Raw -114916111.394008 + Penalty 15900.711788 = -114900210.682220
  nChanged 101
		SP:Iteration 18Q (57348.130000 sec): 3 clusters
  Score: Raw -114916199.704198 + Penalty 15900.711788 = -114900298.992410
  nChanged 65
		SP:Iteration 19Q (57350.390000 sec): 3 clusters
  Score: Raw -114916252.402503 + Penalty 15900.711788 = -114900351.690715
  nChanged 40
		SP:Iteration 20F (57353.720000 sec): 3 clusters
  Score: Raw -114916285.538269 + Penalty 15900.711788 = -114900384.826481
  nChanged 37
		SP:Iteration 21Q (57355.960000 sec): 3 clusters
  Score: Raw -114916318.090775 + Penalty 15900.711788 = -114900417.378986
  nChanged 34
		SP:Iteration 22Q (57358.200000 sec): 3 clusters
  Score: Raw -114916350.683335 + Penalty 15900.711788 = -114900449.971547
  nChanged 29
		SP:Iteration 23Q (57360.450000 sec): 3 clusters
  Score: Raw -114916373.979128 + Penalty 15900.711788 = -114900473.267340
  nChanged 15
		SP:Iteration 24Q (57362.700000 sec): 3 clusters
  Score: Raw -114916386.120195 + Penalty 15900.711788 = -114900485.408406
  nChanged 12
		SP:Iteration 25Q (57364.930000 sec): 3 clusters
  Score: Raw -114916394.166547 + Penalty 15900.711788 = -114900493.454759
  nChanged 14
		SP:Iteration 26Q (57367.160000 sec): 3 clusters
  Score: Raw -114916403.312932 + Penalty 15900.711788 = -114900502.601144
  nChanged 14
		SP:Iteration 27Q (57369.400000 sec): 3 clusters
  Score: Raw -114916412.828390 + Penalty 15900.711788 = -114900512.116602
  nChanged 7
		SP:Iteration 28Q (57371.630000 sec): 3 clusters
  Score: Raw -114916417.835310 + Penalty 15900.711788 = -114900517.123522
  nChanged 8
		SP:Iteration 29Q (57373.840000 sec): 3 clusters
  Score: Raw -114916423.263690 + Penalty 15900.711788 = -114900522.551902
  nChanged 4
		SP:Iteration 30Q (57376.070000 sec): 3 clusters
  Score: Raw -114916427.184977 + Penalty 15900.711788 = -114900526.473189
  nChanged 5
		SP:Iteration 31Q (57378.290000 sec): 3 clusters
  Score: Raw -114916430.088809 + Penalty 15900.711788 = -114900529.377021
  nChanged 2
		SP:Iteration 32Q (57380.520000 sec): 3 clusters
  Score: Raw -114916431.247318 + Penalty 15900.711788 = -114900530.535530
  nChanged 1
		SP:Iteration 33Q (57382.750000 sec): 3 clusters
  Score: Raw -114916432.703167 + Penalty 15900.711788 = -114900531.991379
  nChanged 2
		SP:Iteration 34Q (57384.970000 sec): 3 clusters
  Score: Raw -114916433.816427 + Penalty 15900.711788 = -114900533.104639
  nChanged 0
		SP:Iteration 35F (57388.290000 sec): 3 clusters
  Score: Raw -114916433.816427 + Penalty 15900.711788 = -114900533.104639
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57388.910000 sec): 2 clusters
  Score: Raw -16125518.256444 + Penalty 6745.365687 = -16118772.890757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57389.370000 sec): 3 clusters
  Score: Raw -16089700.521842 + Penalty 13490.731374 = -16076209.790468
  nChanged 26918
		SP:Iteration 1F (57389.830000 sec): 3 clusters
  Score: Raw -16104389.402129 + Penalty 13490.731374 = -16090898.670755
  nChanged 3386
		SP:Iteration 2F (57390.290000 sec): 3 clusters
  Score: Raw -16105771.167621 + Penalty 13490.731374 = -16092280.436247
  nChanged 3253
		SP:Iteration 3F (57390.750000 sec): 3 clusters
  Score: Raw -16107274.101097 + Penalty 13490.731374 = -16093783.369724
  nChanged 3332
		SP:Iteration 4F (57391.210000 sec): 3 clusters
  Score: Raw -16109045.040185 + Penalty 13490.731374 = -16095554.308812
  nChanged 3623
		SP:Iteration 5F (57391.670000 sec): 3 clusters
  Score: Raw -16111045.462915 + Penalty 13490.731374 = -16097554.731541
  nChanged 3640
		SP:Iteration 6F (57392.130000 sec): 3 clusters
  Score: Raw -16113096.075870 + Penalty 13490.731374 = -16099605.344496
  nChanged 3499
		SP:Iteration 7F (57392.590000 sec): 3 clusters
  Score: Raw -16115026.678936 + Penalty 13490.731374 = -16101535.947563
  nChanged 3057
		SP:Iteration 8F (57393.050000 sec): 3 clusters
  Score: Raw -16116651.110220 + Penalty 13490.731374 = -16103160.378846
  nChanged 2713
		SP:Iteration 9Q (57393.510000 sec): 3 clusters
  Score: Raw -16118085.853438 + Penalty 13490.731374 = -16104595.122065
  nChanged 2350
		SP:Iteration 10Q (57393.970000 sec): 3 clusters
  Score: Raw -16119302.433291 + Penalty 13490.731374 = -16105811.701917
  nChanged 1965
		SP:Iteration 11Q (57394.430000 sec): 3 clusters
  Score: Raw -16120351.877481 + Penalty 13490.731374 = -16106861.146108
  nChanged 1740
		SP:Iteration 12Q (57394.890000 sec): 3 clusters
  Score: Raw -16121334.660836 + Penalty 13490.731374 = -16107843.929463
  nChanged 1585
		SP:Iteration 13Q (57395.340000 sec): 3 clusters
  Score: Raw -16122277.225763 + Penalty 13490.731374 = -16108786.494389
  nChanged 1406
		SP:Iteration 14Q (57395.790000 sec): 3 clusters
  Score: Raw -16123157.083550 + Penalty 13490.731374 = -16109666.352176
  nChanged 1262
		SP:Iteration 15Q (57396.240000 sec): 3 clusters
  Score: Raw -16123991.876075 + Penalty 13490.731374 = -16110501.144701
  nChanged 1013
		SP:Iteration 16Q (57396.670000 sec): 3 clusters
  Score: Raw -16124682.033186 + Penalty 13490.731374 = -16111191.301812
  nChanged 856
		SP:Iteration 17Q (57397.080000 sec): 3 clusters
  Score: Raw -16125279.457209 + Penalty 13490.731374 = -16111788.725835
  nChanged 678
		SP:Iteration 18Q (57397.480000 sec): 3 clusters
  Score: Raw -16125705.052102 + Penalty 13490.731374 = -16112214.320728
  nChanged 490
		SP:Iteration 19Q (57397.860000 sec): 3 clusters
  Score: Raw -16126009.574529 + Penalty 13490.731374 = -16112518.843156
  nChanged 446
		SP:Iteration 20F (57398.320000 sec): 3 clusters
  Score: Raw -16126271.526466 + Penalty 13490.731374 = -16112780.795092
  nChanged 335
		SP:Iteration 21Q (57398.680000 sec): 3 clusters
  Score: Raw -16126458.789766 + Penalty 13490.731374 = -16112968.058392
  nChanged 259
		SP:Iteration 22Q (57399.040000 sec): 3 clusters
  Score: Raw -16126593.292439 + Penalty 13490.731374 = -16113102.561065
  nChanged 188
		SP:Iteration 23Q (57399.390000 sec): 3 clusters
  Score: Raw -16126689.395187 + Penalty 13490.731374 = -16113198.663813
  nChanged 163
		SP:Iteration 24Q (57399.740000 sec): 3 clusters
  Score: Raw -16126764.350510 + Penalty 13490.731374 = -16113273.619136
  nChanged 132
		SP:Iteration 25Q (57400.090000 sec): 3 clusters
  Score: Raw -16126822.889191 + Penalty 13490.731374 = -16113332.157818
  nChanged 114
		SP:Iteration 26Q (57400.440000 sec): 3 clusters
  Score: Raw -16126871.653940 + Penalty 13490.731374 = -16113380.922566
  nChanged 85
		SP:Iteration 27Q (57400.780000 sec): 3 clusters
  Score: Raw -16126906.912947 + Penalty 13490.731374 = -16113416.181573
  nChanged 82
		SP:Iteration 28Q (57401.130000 sec): 3 clusters
  Score: Raw -16126942.823950 + Penalty 13490.731374 = -16113452.092576
  nChanged 72
		SP:Iteration 29Q (57401.470000 sec): 3 clusters
  Score: Raw -16126972.962485 + Penalty 13490.731374 = -16113482.231112
  nChanged 66
		SP:Iteration 30Q (57401.810000 sec): 3 clusters
  Score: Raw -16126999.665090 + Penalty 13490.731374 = -16113508.933717
  nChanged 50
		SP:Iteration 31Q (57402.150000 sec): 3 clusters
  Score: Raw -16127017.999740 + Penalty 13490.731374 = -16113527.268366
  nChanged 46
		SP:Iteration 32Q (57402.490000 sec): 3 clusters
  Score: Raw -16127038.472721 + Penalty 13490.731374 = -16113547.741348
  nChanged 37
		SP:Iteration 33Q (57402.830000 sec): 3 clusters
  Score: Raw -16127052.484088 + Penalty 13490.731374 = -16113561.752714
  nChanged 27
		SP:Iteration 34Q (57403.170000 sec): 3 clusters
  Score: Raw -16127061.277179 + Penalty 13490.731374 = -16113570.545805
  nChanged 20
		SP:Iteration 35Q (57403.510000 sec): 3 clusters
  Score: Raw -16127067.763495 + Penalty 13490.731374 = -16113577.032121
  nChanged 17
		SP:Iteration 36Q (57403.850000 sec): 3 clusters
  Score: Raw -16127072.976846 + Penalty 13490.731374 = -16113582.245473
  nChanged 11
		SP:Iteration 37Q (57404.190000 sec): 3 clusters
  Score: Raw -16127076.759884 + Penalty 13490.731374 = -16113586.028511
  nChanged 10
		SP:Iteration 38Q (57404.520000 sec): 3 clusters
  Score: Raw -16127080.866992 + Penalty 13490.731374 = -16113590.135618
  nChanged 8
		SP:Iteration 39Q (57404.860000 sec): 3 clusters
  Score: Raw -16127083.976048 + Penalty 13490.731374 = -16113593.244674
  nChanged 14
		SP:Iteration 40F (57405.310000 sec): 3 clusters
  Score: Raw -16127088.626513 + Penalty 13490.731374 = -16113597.895139
  nChanged 13
		SP:Iteration 41Q (57405.650000 sec): 3 clusters
  Score: Raw -16127093.262392 + Penalty 13490.731374 = -16113602.531018
  nChanged 9
		SP:Iteration 42Q (57405.990000 sec): 3 clusters
  Score: Raw -16127096.373138 + Penalty 13490.731374 = -16113605.641764
  nChanged 14
		SP:Iteration 43Q (57406.330000 sec): 3 clusters
  Score: Raw -16127101.421988 + Penalty 13490.731374 = -16113610.690614
  nChanged 10
		SP:Iteration 44Q (57406.660000 sec): 3 clusters
  Score: Raw -16127103.918322 + Penalty 13490.731374 = -16113613.186948
  nChanged 7
		SP:Iteration 45Q (57407.000000 sec): 3 clusters
  Score: Raw -16127105.976371 + Penalty 13490.731374 = -16113615.244997
  nChanged 8
		SP:Iteration 46Q (57407.340000 sec): 3 clusters
  Score: Raw -16127108.596094 + Penalty 13490.731374 = -16113617.864720
  nChanged 7
		SP:Iteration 47Q (57407.670000 sec): 3 clusters
  Score: Raw -16127111.243441 + Penalty 13490.731374 = -16113620.512067
  nChanged 7
		SP:Iteration 48Q (57408.010000 sec): 3 clusters
  Score: Raw -16127113.845775 + Penalty 13490.731374 = -16113623.114401
  nChanged 9
		SP:Iteration 49Q (57408.350000 sec): 3 clusters
  Score: Raw -16127117.558416 + Penalty 13490.731374 = -16113626.827043
  nChanged 7
		SP:Iteration 50Q (57408.680000 sec): 3 clusters
  Score: Raw -16127119.933909 + Penalty 13490.731374 = -16113629.202536
  nChanged 7
		SP:Iteration 51Q (57409.020000 sec): 3 clusters
  Score: Raw -16127121.961191 + Penalty 13490.731374 = -16113631.229817
  nChanged 7
		SP:Iteration 52Q (57409.350000 sec): 3 clusters
  Score: Raw -16127124.027836 + Penalty 13490.731374 = -16113633.296462
  nChanged 8
		SP:Iteration 53Q (57409.690000 sec): 3 clusters
  Score: Raw -16127126.243710 + Penalty 13490.731374 = -16113635.512336
  nChanged 5
		SP:Iteration 54Q (57410.030000 sec): 3 clusters
  Score: Raw -16127128.003087 + Penalty 13490.731374 = -16113637.271713
  nChanged 6
		SP:Iteration 55Q (57410.360000 sec): 3 clusters
  Score: Raw -16127130.533908 + Penalty 13490.731374 = -16113639.802535
  nChanged 6
		SP:Iteration 56Q (57410.690000 sec): 3 clusters
  Score: Raw -16127133.406677 + Penalty 13490.731374 = -16113642.675304
  nChanged 14
		SP:Iteration 57Q (57411.030000 sec): 3 clusters
  Score: Raw -16127138.438428 + Penalty 13490.731374 = -16113647.707054
  nChanged 12
		SP:Iteration 58Q (57411.360000 sec): 3 clusters
  Score: Raw -16127142.857905 + Penalty 13490.731374 = -16113652.126531
  nChanged 10
		SP:Iteration 59Q (57411.700000 sec): 3 clusters
  Score: Raw -16127147.025801 + Penalty 13490.731374 = -16113656.294427
  nChanged 13
		SP:Iteration 60F (57412.150000 sec): 3 clusters
  Score: Raw -16127151.268889 + Penalty 13490.731374 = -16113660.537515
  nChanged 11
		SP:Iteration 61Q (57412.490000 sec): 3 clusters
  Score: Raw -16127154.979766 + Penalty 13490.731374 = -16113664.248392
  nChanged 5
		SP:Iteration 62Q (57412.820000 sec): 3 clusters
  Score: Raw -16127156.491428 + Penalty 13490.731374 = -16113665.760054
  nChanged 3
		SP:Iteration 63Q (57413.160000 sec): 3 clusters
  Score: Raw -16127157.213415 + Penalty 13490.731374 = -16113666.482041
  nChanged 3
		SP:Iteration 64Q (57413.490000 sec): 3 clusters
  Score: Raw -16127158.040206 + Penalty 13490.731374 = -16113667.308832
  nChanged 0
		SP:Iteration 65F (57413.950000 sec): 3 clusters
  Score: Raw -16127158.040206 + Penalty 13490.731374 = -16113667.308832
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57414.080000 sec): 2 clusters
  Score: Raw -4001222.071925 + Penalty 5904.366714 = -3995317.705212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57414.190000 sec): 3 clusters
  Score: Raw -3993435.731173 + Penalty 11808.733427 = -3981626.997746
  nChanged 6049
		SP:Iteration 1F (57414.310000 sec): 3 clusters
  Score: Raw -3996714.977065 + Penalty 11808.733427 = -3984906.243638
  nChanged 1117
		SP:Iteration 2F (57414.430000 sec): 3 clusters
  Score: Raw -3997321.724659 + Penalty 11808.733427 = -3985512.991232
  nChanged 817
		SP:Iteration 3F (57414.540000 sec): 3 clusters
  Score: Raw -3997754.151945 + Penalty 11808.733427 = -3985945.418517
  nChanged 709
		SP:Iteration 4Q (57414.650000 sec): 3 clusters
  Score: Raw -3998125.142197 + Penalty 11808.733427 = -3986316.408770
  nChanged 585
		SP:Iteration 5Q (57414.770000 sec): 3 clusters
  Score: Raw -3998447.402130 + Penalty 11808.733427 = -3986638.668703
  nChanged 567
		SP:Iteration 6Q (57414.890000 sec): 3 clusters
  Score: Raw -3998835.460113 + Penalty 11808.733427 = -3987026.726686
  nChanged 627
		SP:Iteration 7Q (57415.000000 sec): 3 clusters
  Score: Raw -3999343.043105 + Penalty 11808.733427 = -3987534.309678
  nChanged 737
		SP:Iteration 8Q (57415.120000 sec): 3 clusters
  Score: Raw -3999975.355389 + Penalty 11808.733427 = -3988166.621962
  nChanged 850
		SP:Iteration 9F (57415.240000 sec): 3 clusters
  Score: Raw -4000754.668802 + Penalty 11808.733427 = -3988945.935375
  nChanged 854
		SP:Iteration 10F (57415.350000 sec): 3 clusters
  Score: Raw -4001497.123497 + Penalty 11808.733427 = -3989688.390070
  nChanged 774
		SP:Iteration 11F (57415.470000 sec): 3 clusters
  Score: Raw -4002172.121235 + Penalty 11808.733427 = -3990363.387808
  nChanged 675
		SP:Iteration 12Q (57415.580000 sec): 3 clusters
  Score: Raw -4002652.804138 + Penalty 11808.733427 = -3990844.070711
  nChanged 507
		SP:Iteration 13Q (57415.700000 sec): 3 clusters
  Score: Raw -4003011.524689 + Penalty 11808.733427 = -3991202.791262
  nChanged 441
		SP:Iteration 14Q (57415.810000 sec): 3 clusters
  Score: Raw -4003311.066181 + Penalty 11808.733427 = -3991502.332754
  nChanged 342
		SP:Iteration 15Q (57415.920000 sec): 3 clusters
  Score: Raw -4003496.108810 + Penalty 11808.733427 = -3991687.375383
  nChanged 256
		SP:Iteration 16Q (57416.030000 sec): 3 clusters
  Score: Raw -4003630.565329 + Penalty 11808.733427 = -3991821.831902
  nChanged 197
		SP:Iteration 17Q (57416.140000 sec): 3 clusters
  Score: Raw -4003732.182054 + Penalty 11808.733427 = -3991923.448627
  nChanged 178
		SP:Iteration 18Q (57416.250000 sec): 3 clusters
  Score: Raw -4003803.564153 + Penalty 11808.733427 = -3991994.830726
  nChanged 140
		SP:Iteration 19Q (57416.360000 sec): 3 clusters
  Score: Raw -4003854.699294 + Penalty 11808.733427 = -3992045.965867
  nChanged 111
		SP:Iteration 20F (57416.470000 sec): 3 clusters
  Score: Raw -4003898.344696 + Penalty 11808.733427 = -3992089.611269
  nChanged 89
		SP:Iteration 21Q (57416.580000 sec): 3 clusters
  Score: Raw -4003928.472763 + Penalty 11808.733427 = -3992119.739336
  nChanged 73
		SP:Iteration 22Q (57416.690000 sec): 3 clusters
  Score: Raw -4003953.716467 + Penalty 11808.733427 = -3992144.983040
  nChanged 72
		SP:Iteration 23Q (57416.790000 sec): 3 clusters
  Score: Raw -4003981.629458 + Penalty 11808.733427 = -3992172.896031
  nChanged 63
		SP:Iteration 24Q (57416.900000 sec): 3 clusters
  Score: Raw -4004001.356111 + Penalty 11808.733427 = -3992192.622684
  nChanged 52
		SP:Iteration 25Q (57417.010000 sec): 3 clusters
  Score: Raw -4004016.033596 + Penalty 11808.733427 = -3992207.300169
  nChanged 33
		SP:Iteration 26Q (57417.110000 sec): 3 clusters
  Score: Raw -4004025.106194 + Penalty 11808.733427 = -3992216.372766
  nChanged 39
		SP:Iteration 27Q (57417.220000 sec): 3 clusters
  Score: Raw -4004036.972611 + Penalty 11808.733427 = -3992228.239184
  nChanged 38
		SP:Iteration 28Q (57417.320000 sec): 3 clusters
  Score: Raw -4004049.031427 + Penalty 11808.733427 = -3992240.298000
  nChanged 31
		SP:Iteration 29Q (57417.430000 sec): 3 clusters
  Score: Raw -4004057.730611 + Penalty 11808.733427 = -3992248.997184
  nChanged 37
		SP:Iteration 30Q (57417.540000 sec): 3 clusters
  Score: Raw -4004068.308933 + Penalty 11808.733427 = -3992259.575506
  nChanged 30
		SP:Iteration 31Q (57417.640000 sec): 3 clusters
  Score: Raw -4004077.377215 + Penalty 11808.733427 = -3992268.643787
  nChanged 20
		SP:Iteration 32Q (57417.750000 sec): 3 clusters
  Score: Raw -4004082.042713 + Penalty 11808.733427 = -3992273.309286
  nChanged 17
		SP:Iteration 33Q (57417.860000 sec): 3 clusters
  Score: Raw -4004086.784474 + Penalty 11808.733427 = -3992278.051047
  nChanged 18
		SP:Iteration 34Q (57417.960000 sec): 3 clusters
  Score: Raw -4004091.432903 + Penalty 11808.733427 = -3992282.699476
  nChanged 13
		SP:Iteration 35Q (57418.060000 sec): 3 clusters
  Score: Raw -4004094.112263 + Penalty 11808.733427 = -3992285.378836
  nChanged 7
		SP:Iteration 36Q (57418.170000 sec): 3 clusters
  Score: Raw -4004095.480943 + Penalty 11808.733427 = -3992286.747516
  nChanged 4
		SP:Iteration 37Q (57418.270000 sec): 3 clusters
  Score: Raw -4004096.137849 + Penalty 11808.733427 = -3992287.404422
  nChanged 2
		SP:Iteration 38Q (57418.380000 sec): 3 clusters
  Score: Raw -4004096.540625 + Penalty 11808.733427 = -3992287.807198
  nChanged 1
		SP:Iteration 39Q (57418.480000 sec): 3 clusters
  Score: Raw -4004096.651930 + Penalty 11808.733427 = -3992287.918503
  nChanged 0
		SP:Iteration 40F (57418.600000 sec): 3 clusters
  Score: Raw -4004096.651930 + Penalty 11808.733427 = -3992287.918503
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215849 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57420.070000 sec): 2 clusters
  Score: Raw -57597610.065104 + Penalty 7522.929800 = -57590087.135304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57421.750000 sec): 3 clusters
  Score: Raw -57460036.084422 + Penalty 15045.859601 = -57444990.224821
  nChanged 101584
		SP:Iteration 1F (57423.400000 sec): 3 clusters
  Score: Raw -57518455.794252 + Penalty 15045.859601 = -57503409.934651
  nChanged 7127
		SP:Iteration 2Q (57425.080000 sec): 3 clusters
  Score: Raw -57520301.530111 + Penalty 15045.859601 = -57505255.670510
  nChanged 7648
		SP:Iteration 3Q (57426.740000 sec): 3 clusters
  Score: Raw -57522730.116176 + Penalty 15045.859601 = -57507684.256575
  nChanged 9082
		SP:Iteration 4Q (57428.410000 sec): 3 clusters
  Score: Raw -57526400.063795 + Penalty 15045.859601 = -57511354.204194
  nChanged 11418
		SP:Iteration 5F (57430.070000 sec): 3 clusters
  Score: Raw -57532280.193168 + Penalty 15045.859601 = -57517234.333567
  nChanged 14718
		SP:Iteration 6F (57431.720000 sec): 3 clusters
  Score: Raw -57542121.717009 + Penalty 15045.859601 = -57527075.857408
  nChanged 17523
		SP:Iteration 7F (57433.370000 sec): 3 clusters
  Score: Raw -57556830.540569 + Penalty 15045.859601 = -57541784.680968
  nChanged 17526
		SP:Iteration 8F (57435.010000 sec): 3 clusters
  Score: Raw -57573659.806695 + Penalty 15045.859601 = -57558613.947094
  nChanged 12890
		SP:Iteration 9F (57436.660000 sec): 3 clusters
  Score: Raw -57587001.528712 + Penalty 15045.859601 = -57571955.669111
  nChanged 6958
		SP:Iteration 10Q (57438.210000 sec): 3 clusters
  Score: Raw -57595076.762294 + Penalty 15045.859601 = -57580030.902693
  nChanged 3419
		SP:Iteration 11Q (57439.570000 sec): 3 clusters
  Score: Raw -57598679.545375 + Penalty 15045.859601 = -57583633.685774
  nChanged 1865
		SP:Iteration 12Q (57440.800000 sec): 3 clusters
  Score: Raw -57599922.991304 + Penalty 15045.859601 = -57584877.131703
  nChanged 1032
		SP:Iteration 13Q (57442.000000 sec): 3 clusters
  Score: Raw -57600375.445600 + Penalty 15045.859601 = -57585329.585999
  nChanged 592
		SP:Iteration 14Q (57443.170000 sec): 3 clusters
  Score: Raw -57600589.867282 + Penalty 15045.859601 = -57585544.007681
  nChanged 423
		SP:Iteration 15Q (57444.340000 sec): 3 clusters
  Score: Raw -57600713.563656 + Penalty 15045.859601 = -57585667.704055
  nChanged 288
		SP:Iteration 16Q (57445.500000 sec): 3 clusters
  Score: Raw -57600787.368161 + Penalty 15045.859601 = -57585741.508560
  nChanged 234
		SP:Iteration 17Q (57446.660000 sec): 3 clusters
  Score: Raw -57600840.075465 + Penalty 15045.859601 = -57585794.215864
  nChanged 185
		SP:Iteration 18Q (57447.820000 sec): 3 clusters
  Score: Raw -57600878.750299 + Penalty 15045.859601 = -57585832.890698
  nChanged 131
		SP:Iteration 19Q (57448.980000 sec): 3 clusters
  Score: Raw -57600902.429186 + Penalty 15045.859601 = -57585856.569585
  nChanged 99
		SP:Iteration 20F (57450.630000 sec): 3 clusters
  Score: Raw -57600920.304777 + Penalty 15045.859601 = -57585874.445176
  nChanged 94
		SP:Iteration 21Q (57451.780000 sec): 3 clusters
  Score: Raw -57600935.988495 + Penalty 15045.859601 = -57585890.128894
  nChanged 81
		SP:Iteration 22Q (57452.940000 sec): 3 clusters
  Score: Raw -57600950.568844 + Penalty 15045.859601 = -57585904.709243
  nChanged 73
		SP:Iteration 23Q (57454.090000 sec): 3 clusters
  Score: Raw -57600963.549083 + Penalty 15045.859601 = -57585917.689482
  nChanged 68
		SP:Iteration 24Q (57455.240000 sec): 3 clusters
  Score: Raw -57600975.333585 + Penalty 15045.859601 = -57585929.473984
  nChanged 63
		SP:Iteration 25Q (57456.390000 sec): 3 clusters
  Score: Raw -57600986.152613 + Penalty 15045.859601 = -57585940.293012
  nChanged 42
		SP:Iteration 26Q (57457.540000 sec): 3 clusters
  Score: Raw -57600992.989519 + Penalty 15045.859601 = -57585947.129918
  nChanged 38
		SP:Iteration 27Q (57458.690000 sec): 3 clusters
  Score: Raw -57600997.893737 + Penalty 15045.859601 = -57585952.034136
  nChanged 33
		SP:Iteration 28Q (57459.840000 sec): 3 clusters
  Score: Raw -57601002.911296 + Penalty 15045.859601 = -57585957.051695
  nChanged 30
		SP:Iteration 29Q (57460.990000 sec): 3 clusters
  Score: Raw -57601006.590681 + Penalty 15045.859601 = -57585960.731080
  nChanged 23
		SP:Iteration 30Q (57462.130000 sec): 3 clusters
  Score: Raw -57601009.740389 + Penalty 15045.859601 = -57585963.880788
  nChanged 21
		SP:Iteration 31Q (57463.280000 sec): 3 clusters
  Score: Raw -57601012.822286 + Penalty 15045.859601 = -57585966.962685
  nChanged 12
		SP:Iteration 32Q (57464.430000 sec): 3 clusters
  Score: Raw -57601014.477948 + Penalty 15045.859601 = -57585968.618347
  nChanged 15
		SP:Iteration 33Q (57465.580000 sec): 3 clusters
  Score: Raw -57601016.149912 + Penalty 15045.859601 = -57585970.290311
  nChanged 16
		SP:Iteration 34Q (57466.720000 sec): 3 clusters
  Score: Raw -57601018.136009 + Penalty 15045.859601 = -57585972.276408
  nChanged 15
		SP:Iteration 35Q (57467.870000 sec): 3 clusters
  Score: Raw -57601019.886220 + Penalty 15045.859601 = -57585974.026619
  nChanged 10
		SP:Iteration 36Q (57469.020000 sec): 3 clusters
  Score: Raw -57601021.125002 + Penalty 15045.859601 = -57585975.265401
  nChanged 9
		SP:Iteration 37Q (57470.170000 sec): 3 clusters
  Score: Raw -57601021.997476 + Penalty 15045.859601 = -57585976.137875
  nChanged 5
		SP:Iteration 38Q (57471.310000 sec): 3 clusters
  Score: Raw -57601022.639728 + Penalty 15045.859601 = -57585976.780127
  nChanged 4
		SP:Iteration 39Q (57472.460000 sec): 3 clusters
  Score: Raw -57601023.124511 + Penalty 15045.859601 = -57585977.264910
  nChanged 5
		SP:Iteration 40F (57474.120000 sec): 3 clusters
  Score: Raw -57601023.673879 + Penalty 15045.859601 = -57585977.814278
  nChanged 1
		SP:Iteration 41Q (57475.270000 sec): 3 clusters
  Score: Raw -57601023.785536 + Penalty 15045.859601 = -57585977.925935
  nChanged 1
		SP:Iteration 42Q (57476.410000 sec): 3 clusters
  Score: Raw -57601023.822367 + Penalty 15045.859601 = -57585977.962766
  nChanged 2
		SP:Iteration 43Q (57477.550000 sec): 3 clusters
  Score: Raw -57601024.016407 + Penalty 15045.859601 = -57585978.156807
  nChanged 2
		SP:Iteration 44Q (57478.700000 sec): 3 clusters
  Score: Raw -57601024.312689 + Penalty 15045.859601 = -57585978.453088
  nChanged 2
		SP:Iteration 45Q (57479.840000 sec): 3 clusters
  Score: Raw -57601024.490156 + Penalty 15045.859601 = -57585978.630555
  nChanged 2
		SP:Iteration 46Q (57480.990000 sec): 3 clusters
  Score: Raw -57601024.696539 + Penalty 15045.859601 = -57585978.836938
  nChanged 1
		SP:Iteration 47Q (57482.130000 sec): 3 clusters
  Score: Raw -57601024.793567 + Penalty 15045.859601 = -57585978.933966
  nChanged 0
		SP:Iteration 48F (57483.780000 sec): 3 clusters
  Score: Raw -57601024.793567 + Penalty 15045.859601 = -57585978.933966
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57483.980000 sec): 2 clusters
  Score: Raw -3129220.176246 + Penalty 5763.581306 = -3123456.594939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57484.080000 sec): 3 clusters
  Score: Raw -3123332.493267 + Penalty 11527.162613 = -3111805.330654
  nChanged 4631
		SP:Iteration 1F (57484.170000 sec): 3 clusters
  Score: Raw -3126009.756365 + Penalty 11527.162613 = -3114482.593752
  nChanged 1002
		SP:Iteration 2F (57484.260000 sec): 3 clusters
  Score: Raw -3126691.749927 + Penalty 11527.162613 = -3115164.587314
  nChanged 737
		SP:Iteration 3F (57484.350000 sec): 3 clusters
  Score: Raw -3127171.670857 + Penalty 11527.162613 = -3115644.508244
  nChanged 605
		SP:Iteration 4Q (57484.440000 sec): 3 clusters
  Score: Raw -3127572.469687 + Penalty 11527.162613 = -3116045.307074
  nChanged 533
		SP:Iteration 5Q (57484.530000 sec): 3 clusters
  Score: Raw -3127958.528673 + Penalty 11527.162613 = -3116431.366060
  nChanged 499
		SP:Iteration 6Q (57484.620000 sec): 3 clusters
  Score: Raw -3128342.727968 + Penalty 11527.162613 = -3116815.565355
  nChanged 452
		SP:Iteration 7Q (57484.710000 sec): 3 clusters
  Score: Raw -3128712.224052 + Penalty 11527.162613 = -3117185.061439
  nChanged 471
		SP:Iteration 8Q (57484.800000 sec): 3 clusters
  Score: Raw -3129098.962822 + Penalty 11527.162613 = -3117571.800209
  nChanged 472
		SP:Iteration 9Q (57484.890000 sec): 3 clusters
  Score: Raw -3129540.111956 + Penalty 11527.162613 = -3118012.949343
  nChanged 513
		SP:Iteration 10Q (57484.980000 sec): 3 clusters
  Score: Raw -3129998.748743 + Penalty 11527.162613 = -3118471.586130
  nChanged 501
		SP:Iteration 11Q (57485.060000 sec): 3 clusters
  Score: Raw -3130479.540664 + Penalty 11527.162613 = -3118952.378051
  nChanged 510
		SP:Iteration 12Q (57485.150000 sec): 3 clusters
  Score: Raw -3130961.126800 + Penalty 11527.162613 = -3119433.964187
  nChanged 478
		SP:Iteration 13Q (57485.240000 sec): 3 clusters
  Score: Raw -3131414.767670 + Penalty 11527.162613 = -3119887.605057
  nChanged 424
		SP:Iteration 14Q (57485.320000 sec): 3 clusters
  Score: Raw -3131831.534915 + Penalty 11527.162613 = -3120304.372302
  nChanged 353
		SP:Iteration 15Q (57485.410000 sec): 3 clusters
  Score: Raw -3132150.711191 + Penalty 11527.162613 = -3120623.548578
  nChanged 276
		SP:Iteration 16Q (57485.490000 sec): 3 clusters
  Score: Raw -3132371.133580 + Penalty 11527.162613 = -3120843.970967
  nChanged 217
		SP:Iteration 17Q (57485.570000 sec): 3 clusters
  Score: Raw -3132501.705946 + Penalty 11527.162613 = -3120974.543333
  nChanged 163
		SP:Iteration 18Q (57485.660000 sec): 3 clusters
  Score: Raw -3132585.482571 + Penalty 11527.162613 = -3121058.319958
  nChanged 124
		SP:Iteration 19Q (57485.740000 sec): 3 clusters
  Score: Raw -3132645.159253 + Penalty 11527.162613 = -3121117.996640
  nChanged 83
		SP:Iteration 20F (57485.830000 sec): 3 clusters
  Score: Raw -3132677.675206 + Penalty 11527.162613 = -3121150.512593
  nChanged 65
		SP:Iteration 21Q (57485.910000 sec): 3 clusters
  Score: Raw -3132701.742722 + Penalty 11527.162613 = -3121174.580109
  nChanged 46
		SP:Iteration 22Q (57485.990000 sec): 3 clusters
  Score: Raw -3132717.297005 + Penalty 11527.162613 = -3121190.134392
  nChanged 29
		SP:Iteration 23Q (57486.070000 sec): 3 clusters
  Score: Raw -3132726.302432 + Penalty 11527.162613 = -3121199.139819
  nChanged 30
		SP:Iteration 24Q (57486.150000 sec): 3 clusters
  Score: Raw -3132737.832723 + Penalty 11527.162613 = -3121210.670110
  nChanged 30
		SP:Iteration 25Q (57486.230000 sec): 3 clusters
  Score: Raw -3132748.021048 + Penalty 11527.162613 = -3121220.858435
  nChanged 25
		SP:Iteration 26Q (57486.310000 sec): 3 clusters
  Score: Raw -3132758.410086 + Penalty 11527.162613 = -3121231.247473
  nChanged 27
		SP:Iteration 27Q (57486.390000 sec): 3 clusters
  Score: Raw -3132768.203354 + Penalty 11527.162613 = -3121241.040741
  nChanged 27
		SP:Iteration 28Q (57486.470000 sec): 3 clusters
  Score: Raw -3132775.836710 + Penalty 11527.162613 = -3121248.674097
  nChanged 24
		SP:Iteration 29Q (57486.550000 sec): 3 clusters
  Score: Raw -3132782.582346 + Penalty 11527.162613 = -3121255.419733
  nChanged 22
		SP:Iteration 30Q (57486.640000 sec): 3 clusters
  Score: Raw -3132791.074132 + Penalty 11527.162613 = -3121263.911519
  nChanged 27
		SP:Iteration 31Q (57486.720000 sec): 3 clusters
  Score: Raw -3132800.721697 + Penalty 11527.162613 = -3121273.559084
  nChanged 22
		SP:Iteration 32Q (57486.800000 sec): 3 clusters
  Score: Raw -3132806.892404 + Penalty 11527.162613 = -3121279.729791
  nChanged 18
		SP:Iteration 33Q (57486.880000 sec): 3 clusters
  Score: Raw -3132811.607689 + Penalty 11527.162613 = -3121284.445076
  nChanged 12
		SP:Iteration 34Q (57486.960000 sec): 3 clusters
  Score: Raw -3132814.478019 + Penalty 11527.162613 = -3121287.315406
  nChanged 12
		SP:Iteration 35Q (57487.040000 sec): 3 clusters
  Score: Raw -3132817.629732 + Penalty 11527.162613 = -3121290.467119
  nChanged 8
		SP:Iteration 36Q (57487.120000 sec): 3 clusters
  Score: Raw -3132820.170067 + Penalty 11527.162613 = -3121293.007454
  nChanged 8
		SP:Iteration 37Q (57487.200000 sec): 3 clusters
  Score: Raw -3132825.313761 + Penalty 11527.162613 = -3121298.151148
  nChanged 15
		SP:Iteration 38Q (57487.280000 sec): 3 clusters
  Score: Raw -3132830.297106 + Penalty 11527.162613 = -3121303.134493
  nChanged 21
		SP:Iteration 39Q (57487.360000 sec): 3 clusters
  Score: Raw -3132837.260928 + Penalty 11527.162613 = -3121310.098315
  nChanged 17
		SP:Iteration 40F (57487.440000 sec): 3 clusters
  Score: Raw -3132842.917196 + Penalty 11527.162613 = -3121315.754583
  nChanged 25
		SP:Iteration 41Q (57487.520000 sec): 3 clusters
  Score: Raw -3132851.288956 + Penalty 11527.162613 = -3121324.126343
  nChanged 30
		SP:Iteration 42Q (57487.600000 sec): 3 clusters
  Score: Raw -3132860.868417 + Penalty 11527.162613 = -3121333.705804
  nChanged 23
		SP:Iteration 43Q (57487.680000 sec): 3 clusters
  Score: Raw -3132869.374198 + Penalty 11527.162613 = -3121342.211585
  nChanged 30
		SP:Iteration 44Q (57487.770000 sec): 3 clusters
  Score: Raw -3132880.010659 + Penalty 11527.162613 = -3121352.848046
  nChanged 34
		SP:Iteration 45Q (57487.850000 sec): 3 clusters
  Score: Raw -3132892.208088 + Penalty 11527.162613 = -3121365.045475
  nChanged 44
		SP:Iteration 46Q (57487.930000 sec): 3 clusters
  Score: Raw -3132908.575927 + Penalty 11527.162613 = -3121381.413314
  nChanged 39
		SP:Iteration 47Q (57488.010000 sec): 3 clusters
  Score: Raw -3132922.216777 + Penalty 11527.162613 = -3121395.054164
  nChanged 32
		SP:Iteration 48Q (57488.090000 sec): 3 clusters
  Score: Raw -3132932.791358 + Penalty 11527.162613 = -3121405.628745
  nChanged 23
		SP:Iteration 49Q (57488.170000 sec): 3 clusters
  Score: Raw -3132939.793637 + Penalty 11527.162613 = -3121412.631024
  nChanged 20
		SP:Iteration 50Q (57488.250000 sec): 3 clusters
  Score: Raw -3132947.071310 + Penalty 11527.162613 = -3121419.908697
  nChanged 22
		SP:Iteration 51Q (57488.320000 sec): 3 clusters
  Score: Raw -3132951.676631 + Penalty 11527.162613 = -3121424.514018
  nChanged 12
		SP:Iteration 52Q (57488.400000 sec): 3 clusters
  Score: Raw -3132954.780914 + Penalty 11527.162613 = -3121427.618301
  nChanged 19
		SP:Iteration 53Q (57488.480000 sec): 3 clusters
  Score: Raw -3132961.081071 + Penalty 11527.162613 = -3121433.918458
  nChanged 21
		SP:Iteration 54Q (57488.560000 sec): 3 clusters
  Score: Raw -3132967.130404 + Penalty 11527.162613 = -3121439.967791
  nChanged 21
		SP:Iteration 55Q (57488.640000 sec): 3 clusters
  Score: Raw -3132972.250192 + Penalty 11527.162613 = -3121445.087580
  nChanged 12
		SP:Iteration 56Q (57488.720000 sec): 3 clusters
  Score: Raw -3132975.460915 + Penalty 11527.162613 = -3121448.298302
  nChanged 11
		SP:Iteration 57Q (57488.800000 sec): 3 clusters
  Score: Raw -3132978.449311 + Penalty 11527.162613 = -3121451.286698
  nChanged 14
		SP:Iteration 58Q (57488.880000 sec): 3 clusters
  Score: Raw -3132982.249917 + Penalty 11527.162613 = -3121455.087304
  nChanged 23
		SP:Iteration 59Q (57488.960000 sec): 3 clusters
  Score: Raw -3132988.927483 + Penalty 11527.162613 = -3121461.764870
  nChanged 20
		SP:Iteration 60F (57489.050000 sec): 3 clusters
  Score: Raw -3132994.313585 + Penalty 11527.162613 = -3121467.150972
  nChanged 24
		SP:Iteration 61Q (57489.130000 sec): 3 clusters
  Score: Raw -3133000.883953 + Penalty 11527.162613 = -3121473.721340
  nChanged 23
		SP:Iteration 62Q (57489.210000 sec): 3 clusters
  Score: Raw -3133007.771358 + Penalty 11527.162613 = -3121480.608745
  nChanged 23
		SP:Iteration 63Q (57489.290000 sec): 3 clusters
  Score: Raw -3133014.864363 + Penalty 11527.162613 = -3121487.701750
  nChanged 26
		SP:Iteration 64Q (57489.370000 sec): 3 clusters
  Score: Raw -3133021.991824 + Penalty 11527.162613 = -3121494.829211
  nChanged 24
		SP:Iteration 65Q (57489.450000 sec): 3 clusters
  Score: Raw -3133029.615190 + Penalty 11527.162613 = -3121502.452577
  nChanged 16
		SP:Iteration 66Q (57489.530000 sec): 3 clusters
  Score: Raw -3133033.444962 + Penalty 11527.162613 = -3121506.282349
  nChanged 14
		SP:Iteration 67Q (57489.610000 sec): 3 clusters
  Score: Raw -3133037.213334 + Penalty 11527.162613 = -3121510.050721
  nChanged 16
		SP:Iteration 68Q (57489.690000 sec): 3 clusters
  Score: Raw -3133040.410520 + Penalty 11527.162613 = -3121513.247907
  nChanged 9
		SP:Iteration 69Q (57489.770000 sec): 3 clusters
  Score: Raw -3133042.456835 + Penalty 11527.162613 = -3121515.294222
  nChanged 8
		SP:Iteration 70Q (57489.850000 sec): 3 clusters
  Score: Raw -3133045.672871 + Penalty 11527.162613 = -3121518.510258
  nChanged 9
		SP:Iteration 71Q (57489.930000 sec): 3 clusters
  Score: Raw -3133048.705713 + Penalty 11527.162613 = -3121521.543100
  nChanged 16
		SP:Iteration 72Q (57490.010000 sec): 3 clusters
  Score: Raw -3133053.419215 + Penalty 11527.162613 = -3121526.256602
  nChanged 17
		SP:Iteration 73Q (57490.090000 sec): 3 clusters
  Score: Raw -3133058.464877 + Penalty 11527.162613 = -3121531.302264
  nChanged 27
		SP:Iteration 74Q (57490.170000 sec): 3 clusters
  Score: Raw -3133065.728583 + Penalty 11527.162613 = -3121538.565970
  nChanged 23
		SP:Iteration 75Q (57490.250000 sec): 3 clusters
  Score: Raw -3133071.899200 + Penalty 11527.162613 = -3121544.736587
  nChanged 15
		SP:Iteration 76Q (57490.330000 sec): 3 clusters
  Score: Raw -3133075.212656 + Penalty 11527.162613 = -3121548.050043
  nChanged 22
		SP:Iteration 77Q (57490.410000 sec): 3 clusters
  Score: Raw -3133081.568426 + Penalty 11527.162613 = -3121554.405813
  nChanged 24
		SP:Iteration 78Q (57490.490000 sec): 3 clusters
  Score: Raw -3133089.103448 + Penalty 11527.162613 = -3121561.940835
  nChanged 21
		SP:Iteration 79Q (57490.570000 sec): 3 clusters
  Score: Raw -3133094.556078 + Penalty 11527.162613 = -3121567.393465
  nChanged 17
		SP:Iteration 80F (57490.660000 sec): 3 clusters
  Score: Raw -3133099.231610 + Penalty 11527.162613 = -3121572.068997
  nChanged 17
		SP:Iteration 81Q (57490.740000 sec): 3 clusters
  Score: Raw -3133103.895561 + Penalty 11527.162613 = -3121576.732948
  nChanged 20
		SP:Iteration 82Q (57490.820000 sec): 3 clusters
  Score: Raw -3133110.318412 + Penalty 11527.162613 = -3121583.155799
  nChanged 25
		SP:Iteration 83Q (57490.900000 sec): 3 clusters
  Score: Raw -3133118.205732 + Penalty 11527.162613 = -3121591.043119
  nChanged 20
		SP:Iteration 84Q (57490.980000 sec): 3 clusters
  Score: Raw -3133123.542162 + Penalty 11527.162613 = -3121596.379549
  nChanged 19
		SP:Iteration 85Q (57491.060000 sec): 3 clusters
  Score: Raw -3133129.233101 + Penalty 11527.162613 = -3121602.070488
  nChanged 22
		SP:Iteration 86Q (57491.140000 sec): 3 clusters
  Score: Raw -3133136.304776 + Penalty 11527.162613 = -3121609.142163
  nChanged 11
		SP:Iteration 87Q (57491.220000 sec): 3 clusters
  Score: Raw -3133139.419029 + Penalty 11527.162613 = -3121612.256416
  nChanged 14
		SP:Iteration 88Q (57491.300000 sec): 3 clusters
  Score: Raw -3133143.595911 + Penalty 11527.162613 = -3121616.433298
  nChanged 12
		SP:Iteration 89Q (57491.380000 sec): 3 clusters
  Score: Raw -3133147.488556 + Penalty 11527.162613 = -3121620.325943
  nChanged 15
		SP:Iteration 90Q (57491.460000 sec): 3 clusters
  Score: Raw -3133151.893337 + Penalty 11527.162613 = -3121624.730724
  nChanged 14
		SP:Iteration 91Q (57491.540000 sec): 3 clusters
  Score: Raw -3133156.034493 + Penalty 11527.162613 = -3121628.871880
  nChanged 14
		SP:Iteration 92Q (57491.620000 sec): 3 clusters
  Score: Raw -3133160.793894 + Penalty 11527.162613 = -3121633.631281
  nChanged 14
		SP:Iteration 93Q (57491.690000 sec): 3 clusters
  Score: Raw -3133163.713517 + Penalty 11527.162613 = -3121636.550904
  nChanged 7
		SP:Iteration 94Q (57491.770000 sec): 3 clusters
  Score: Raw -3133165.648560 + Penalty 11527.162613 = -3121638.485947
  nChanged 7
		SP:Iteration 95Q (57491.850000 sec): 3 clusters
  Score: Raw -3133168.299005 + Penalty 11527.162613 = -3121641.136392
  nChanged 10
		SP:Iteration 96Q (57491.930000 sec): 3 clusters
  Score: Raw -3133171.111975 + Penalty 11527.162613 = -3121643.949362
  nChanged 10
		SP:Iteration 97Q (57492.010000 sec): 3 clusters
  Score: Raw -3133173.357602 + Penalty 11527.162613 = -3121646.194989
  nChanged 6
		SP:Iteration 98Q (57492.090000 sec): 3 clusters
  Score: Raw -3133174.903150 + Penalty 11527.162613 = -3121647.740537
  nChanged 5
		SP:Iteration 99Q (57492.170000 sec): 3 clusters
  Score: Raw -3133176.577041 + Penalty 11527.162613 = -3121649.414428
  nChanged 6
		SP:Iteration 100F (57492.260000 sec): 3 clusters
  Score: Raw -3133178.803909 + Penalty 11527.162613 = -3121651.641296
  nChanged 7
		SP:Iteration 101Q (57492.340000 sec): 3 clusters
  Score: Raw -3133180.881114 + Penalty 11527.162613 = -3121653.718501
  nChanged 12
		SP:Iteration 102Q (57492.420000 sec): 3 clusters
  Score: Raw -3133183.623407 + Penalty 11527.162613 = -3121656.460794
  nChanged 5
		SP:Iteration 103Q (57492.500000 sec): 3 clusters
  Score: Raw -3133184.679239 + Penalty 11527.162613 = -3121657.516626
  nChanged 7
		SP:Iteration 104Q (57492.580000 sec): 3 clusters
  Score: Raw -3133186.065961 + Penalty 11527.162613 = -3121658.903348
  nChanged 3
		SP:Iteration 105Q (57492.660000 sec): 3 clusters
  Score: Raw -3133186.706016 + Penalty 11527.162613 = -3121659.543403
  nChanged 1
		SP:Iteration 106Q (57492.740000 sec): 3 clusters
  Score: Raw -3133186.845294 + Penalty 11527.162613 = -3121659.682681
  nChanged 1
		SP:Iteration 107Q (57492.820000 sec): 3 clusters
  Score: Raw -3133187.131427 + Penalty 11527.162613 = -3121659.968814
  nChanged 0
		SP:Iteration 108F (57492.910000 sec): 3 clusters
  Score: Raw -3133187.131427 + Penalty 11527.162613 = -3121659.968814
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (20970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57493.050000 sec): 2 clusters
  Score: Raw -5588087.259807 + Penalty 6094.894476 = -5581992.365331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57493.220000 sec): 3 clusters
  Score: Raw -5576966.549505 + Penalty 12189.788952 = -5564776.760554
  nChanged 8622
		SP:Iteration 1F (57493.380000 sec): 3 clusters
  Score: Raw -5581554.603223 + Penalty 12189.788952 = -5569364.814271
  nChanged 1453
		SP:Iteration 2F (57493.540000 sec): 3 clusters
  Score: Raw -5582329.519300 + Penalty 12189.788952 = -5570139.730348
  nChanged 1152
		SP:Iteration 3F (57493.700000 sec): 3 clusters
  Score: Raw -5582971.717236 + Penalty 12189.788952 = -5570781.928285
  nChanged 989
		SP:Iteration 4Q (57493.860000 sec): 3 clusters
  Score: Raw -5583652.138899 + Penalty 12189.788952 = -5571462.349948
  nChanged 1078
		SP:Iteration 5F (57494.010000 sec): 3 clusters
  Score: Raw -5584499.910391 + Penalty 12189.788952 = -5572310.121439
  nChanged 1190
		SP:Iteration 6F (57494.170000 sec): 3 clusters
  Score: Raw -5585487.658321 + Penalty 12189.788952 = -5573297.869369
  nChanged 1275
		SP:Iteration 7F (57494.330000 sec): 3 clusters
  Score: Raw -5586599.420139 + Penalty 12189.788952 = -5574409.631187
  nChanged 1373
		SP:Iteration 8F (57494.490000 sec): 3 clusters
  Score: Raw -5587836.648858 + Penalty 12189.788952 = -5575646.859907
  nChanged 1294
		SP:Iteration 9F (57494.650000 sec): 3 clusters
  Score: Raw -5588934.922091 + Penalty 12189.788952 = -5576745.133139
  nChanged 1032
		SP:Iteration 10Q (57494.810000 sec): 3 clusters
  Score: Raw -5589658.870435 + Penalty 12189.788952 = -5577469.081484
  nChanged 679
		SP:Iteration 11Q (57494.960000 sec): 3 clusters
  Score: Raw -5590067.292793 + Penalty 12189.788952 = -5577877.503841
  nChanged 448
		SP:Iteration 12Q (57495.120000 sec): 3 clusters
  Score: Raw -5590289.275767 + Penalty 12189.788952 = -5578099.486815
  nChanged 310
		SP:Iteration 13Q (57495.270000 sec): 3 clusters
  Score: Raw -5590418.655365 + Penalty 12189.788952 = -5578228.866413
  nChanged 212
		SP:Iteration 14Q (57495.420000 sec): 3 clusters
  Score: Raw -5590497.662541 + Penalty 12189.788952 = -5578307.873589
  nChanged 129
		SP:Iteration 15Q (57495.580000 sec): 3 clusters
  Score: Raw -5590538.647104 + Penalty 12189.788952 = -5578348.858152
  nChanged 93
		SP:Iteration 16Q (57495.730000 sec): 3 clusters
  Score: Raw -5590568.465128 + Penalty 12189.788952 = -5578378.676176
  nChanged 70
		SP:Iteration 17Q (57495.880000 sec): 3 clusters
  Score: Raw -5590587.310703 + Penalty 12189.788952 = -5578397.521752
  nChanged 51
		SP:Iteration 18Q (57496.040000 sec): 3 clusters
  Score: Raw -5590600.693392 + Penalty 12189.788952 = -5578410.904441
  nChanged 40
		SP:Iteration 19Q (57496.190000 sec): 3 clusters
  Score: Raw -5590611.440401 + Penalty 12189.788952 = -5578421.651450
  nChanged 42
		SP:Iteration 20F (57496.340000 sec): 3 clusters
  Score: Raw -5590622.627806 + Penalty 12189.788952 = -5578432.838854
  nChanged 30
		SP:Iteration 21Q (57496.500000 sec): 3 clusters
  Score: Raw -5590630.225740 + Penalty 12189.788952 = -5578440.436789
  nChanged 26
		SP:Iteration 22Q (57496.650000 sec): 3 clusters
  Score: Raw -5590635.508445 + Penalty 12189.788952 = -5578445.719493
  nChanged 20
		SP:Iteration 23Q (57496.800000 sec): 3 clusters
  Score: Raw -5590639.407949 + Penalty 12189.788952 = -5578449.618997
  nChanged 10
		SP:Iteration 24Q (57496.960000 sec): 3 clusters
  Score: Raw -5590641.392661 + Penalty 12189.788952 = -5578451.603710
  nChanged 4
		SP:Iteration 25Q (57497.110000 sec): 3 clusters
  Score: Raw -5590642.626747 + Penalty 12189.788952 = -5578452.837795
  nChanged 7
		SP:Iteration 26Q (57497.260000 sec): 3 clusters
  Score: Raw -5590643.930849 + Penalty 12189.788952 = -5578454.141897
  nChanged 4
		SP:Iteration 27Q (57497.410000 sec): 3 clusters
  Score: Raw -5590645.232084 + Penalty 12189.788952 = -5578455.443133
  nChanged 6
		SP:Iteration 28Q (57497.560000 sec): 3 clusters
  Score: Raw -5590646.897209 + Penalty 12189.788952 = -5578457.108257
  nChanged 3
		SP:Iteration 29Q (57497.720000 sec): 3 clusters
  Score: Raw -5590647.418898 + Penalty 12189.788952 = -5578457.629946
  nChanged 3
		SP:Iteration 30Q (57497.870000 sec): 3 clusters
  Score: Raw -5590647.808623 + Penalty 12189.788952 = -5578458.019671
  nChanged 5
		SP:Iteration 31Q (57498.020000 sec): 3 clusters
  Score: Raw -5590648.849020 + Penalty 12189.788952 = -5578459.060068
  nChanged 2
		SP:Iteration 32Q (57498.170000 sec): 3 clusters
  Score: Raw -5590649.133279 + Penalty 12189.788952 = -5578459.344328
  nChanged 2
		SP:Iteration 33Q (57498.320000 sec): 3 clusters
  Score: Raw -5590649.449782 + Penalty 12189.788952 = -5578459.660830
  nChanged 2
		SP:Iteration 34Q (57498.480000 sec): 3 clusters
  Score: Raw -5590649.799816 + Penalty 12189.788952 = -5578460.010864
  nChanged 1
		SP:Iteration 35Q (57498.630000 sec): 3 clusters
  Score: Raw -5590649.983837 + Penalty 12189.788952 = -5578460.194885
  nChanged 3
		SP:Iteration 36Q (57498.780000 sec): 3 clusters
  Score: Raw -5590650.540548 + Penalty 12189.788952 = -5578460.751596
  nChanged 1
		SP:Iteration 37Q (57498.930000 sec): 3 clusters
  Score: Raw -5590650.685835 + Penalty 12189.788952 = -5578460.896884
  nChanged 0
		SP:Iteration 38F (57499.090000 sec): 3 clusters
  Score: Raw -5590650.685835 + Penalty 12189.788952 = -5578460.896884
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57499.140000 sec): 2 clusters
  Score: Raw -1484997.867697 + Penalty 5300.998669 = -1479696.869028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57499.180000 sec): 3 clusters
  Score: Raw -1482779.673075 + Penalty 10601.997338 = -1472177.675737
  nChanged 1834
		SP:Iteration 1F (57499.230000 sec): 3 clusters
  Score: Raw -1483998.045112 + Penalty 10601.997338 = -1473396.047774
  nChanged 414
		SP:Iteration 2F (57499.270000 sec): 3 clusters
  Score: Raw -1484330.628855 + Penalty 10601.997338 = -1473728.631517
  nChanged 234
		SP:Iteration 3Q (57499.310000 sec): 3 clusters
  Score: Raw -1484505.645848 + Penalty 10601.997338 = -1473903.648510
  nChanged 163
		SP:Iteration 4Q (57499.350000 sec): 3 clusters
  Score: Raw -1484629.882846 + Penalty 10601.997338 = -1474027.885508
  nChanged 136
		SP:Iteration 5Q (57499.400000 sec): 3 clusters
  Score: Raw -1484730.135735 + Penalty 10601.997338 = -1474128.138397
  nChanged 128
		SP:Iteration 6Q (57499.440000 sec): 3 clusters
  Score: Raw -1484817.292610 + Penalty 10601.997338 = -1474215.295271
  nChanged 104
		SP:Iteration 7Q (57499.480000 sec): 3 clusters
  Score: Raw -1484894.850512 + Penalty 10601.997338 = -1474292.853174
  nChanged 94
		SP:Iteration 8Q (57499.520000 sec): 3 clusters
  Score: Raw -1484973.435107 + Penalty 10601.997338 = -1474371.437769
  nChanged 95
		SP:Iteration 9Q (57499.560000 sec): 3 clusters
  Score: Raw -1485062.556038 + Penalty 10601.997338 = -1474460.558700
  nChanged 114
		SP:Iteration 10Q (57499.600000 sec): 3 clusters
  Score: Raw -1485159.351905 + Penalty 10601.997338 = -1474557.354567
  nChanged 98
		SP:Iteration 11Q (57499.640000 sec): 3 clusters
  Score: Raw -1485229.841039 + Penalty 10601.997338 = -1474627.843701
  nChanged 84
		SP:Iteration 12Q (57499.680000 sec): 3 clusters
  Score: Raw -1485300.401951 + Penalty 10601.997338 = -1474698.404613
  nChanged 91
		SP:Iteration 13Q (57499.730000 sec): 3 clusters
  Score: Raw -1485378.682678 + Penalty 10601.997338 = -1474776.685340
  nChanged 106
		SP:Iteration 14Q (57499.770000 sec): 3 clusters
  Score: Raw -1485472.042206 + Penalty 10601.997338 = -1474870.044868
  nChanged 109
		SP:Iteration 15Q (57499.810000 sec): 3 clusters
  Score: Raw -1485582.133690 + Penalty 10601.997338 = -1474980.136352
  nChanged 124
		SP:Iteration 16Q (57499.850000 sec): 3 clusters
  Score: Raw -1485703.279309 + Penalty 10601.997338 = -1475101.281971
  nChanged 132
		SP:Iteration 17Q (57499.890000 sec): 3 clusters
  Score: Raw -1485839.024237 + Penalty 10601.997338 = -1475237.026899
  nChanged 145
		SP:Iteration 18Q (57499.930000 sec): 3 clusters
  Score: Raw -1486015.517395 + Penalty 10601.997338 = -1475413.520057
  nChanged 164
		SP:Iteration 19Q (57499.970000 sec): 3 clusters
  Score: Raw -1486273.543169 + Penalty 10601.997338 = -1475671.545831
  nChanged 214
		SP:Iteration 20F (57500.010000 sec): 3 clusters
  Score: Raw -1486679.577742 + Penalty 10601.997338 = -1476077.580404
  nChanged 240
		SP:Iteration 21Q (57500.050000 sec): 3 clusters
  Score: Raw -1487232.659922 + Penalty 10601.997338 = -1476630.662584
  nChanged 261
		SP:Iteration 22Q (57500.080000 sec): 3 clusters
  Score: Raw -1487836.154972 + Penalty 10601.997338 = -1477234.157634
  nChanged 252
		SP:Iteration 23Q (57500.120000 sec): 3 clusters
  Score: Raw -1488321.769349 + Penalty 10601.997338 = -1477719.772011
  nChanged 179
		SP:Iteration 24Q (57500.150000 sec): 3 clusters
  Score: Raw -1488647.256776 + Penalty 10601.997338 = -1478045.259438
  nChanged 139
		SP:Iteration 25Q (57500.180000 sec): 3 clusters
  Score: Raw -1488840.739035 + Penalty 10601.997338 = -1478238.741697
  nChanged 87
		SP:Iteration 26Q (57500.220000 sec): 3 clusters
  Score: Raw -1488948.175882 + Penalty 10601.997338 = -1478346.178544
  nChanged 64
		SP:Iteration 27Q (57500.250000 sec): 3 clusters
  Score: Raw -1489015.772139 + Penalty 10601.997338 = -1478413.774801
  nChanged 36
		SP:Iteration 28Q (57500.280000 sec): 3 clusters
  Score: Raw -1489045.969220 + Penalty 10601.997338 = -1478443.971882
  nChanged 21
		SP:Iteration 29Q (57500.310000 sec): 3 clusters
  Score: Raw -1489059.800740 + Penalty 10601.997338 = -1478457.803402
  nChanged 5
		SP:Iteration 30Q (57500.340000 sec): 3 clusters
  Score: Raw -1489063.613159 + Penalty 10601.997338 = -1478461.615821
  nChanged 4
		SP:Iteration 31Q (57500.370000 sec): 3 clusters
  Score: Raw -1489066.100355 + Penalty 10601.997338 = -1478464.103017
  nChanged 1
		SP:Iteration 32Q (57500.400000 sec): 3 clusters
  Score: Raw -1489066.489930 + Penalty 10601.997338 = -1478464.492591
  nChanged 0
		SP:Iteration 33F (57500.450000 sec): 3 clusters
  Score: Raw -1489066.489930 + Penalty 10601.997338 = -1478464.492591
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57500.460000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57500.480000 sec): 3 clusters
  Score: Raw -406601.573269 + Penalty 8995.697131 = -397605.876138
  nChanged 318
		SP:Iteration 1F (57500.490000 sec): 3 clusters
  Score: Raw -407150.284057 + Penalty 8995.697131 = -398154.586926
  nChanged 84
		SP:Iteration 2F (57500.500000 sec): 3 clusters
  Score: Raw -407337.023724 + Penalty 8995.697131 = -398341.326593
  nChanged 49
		SP:Iteration 3Q (57500.510000 sec): 3 clusters
  Score: Raw -407490.007776 + Penalty 8995.697131 = -398494.310645
  nChanged 36
		SP:Iteration 4Q (57500.520000 sec): 3 clusters
  Score: Raw -407615.945854 + Penalty 8995.697131 = -398620.248723
  nChanged 27
		SP:Iteration 5Q (57500.530000 sec): 3 clusters
  Score: Raw -407700.488819 + Penalty 8995.697131 = -398704.791688
  nChanged 31
		SP:Iteration 6Q (57500.540000 sec): 3 clusters
  Score: Raw -407774.039818 + Penalty 8995.697131 = -398778.342687
  nChanged 15
		SP:Iteration 7Q (57500.550000 sec): 3 clusters
  Score: Raw -407802.924312 + Penalty 8995.697131 = -398807.227181
  nChanged 6
		SP:Iteration 8Q (57500.560000 sec): 3 clusters
  Score: Raw -407811.661558 + Penalty 8995.697131 = -398815.964427
  nChanged 4
		SP:Iteration 9Q (57500.580000 sec): 3 clusters
  Score: Raw -407819.073010 + Penalty 8995.697131 = -398823.375879
  nChanged 5
		SP:Iteration 10Q (57500.580000 sec): 3 clusters
  Score: Raw -407828.208579 + Penalty 8995.697131 = -398832.511449
  nChanged 8
		SP:Iteration 11Q (57500.600000 sec): 3 clusters
  Score: Raw -407840.611525 + Penalty 8995.697131 = -398844.914395
  nChanged 8
		SP:Iteration 12Q (57500.600000 sec): 3 clusters
  Score: Raw -407858.098400 + Penalty 8995.697131 = -398862.401270
  nChanged 9
		SP:Iteration 13Q (57500.620000 sec): 3 clusters
  Score: Raw -407882.446092 + Penalty 8995.697131 = -398886.748961
  nChanged 4
		SP:Iteration 14Q (57500.630000 sec): 3 clusters
  Score: Raw -407889.902703 + Penalty 8995.697131 = -398894.205572
  nChanged 3
		SP:Iteration 15Q (57500.640000 sec): 3 clusters
  Score: Raw -407897.333511 + Penalty 8995.697131 = -398901.636380
  nChanged 4
		SP:Iteration 16Q (57500.650000 sec): 3 clusters
  Score: Raw -407905.796789 + Penalty 8995.697131 = -398910.099659
  nChanged 3
		SP:Iteration 17Q (57500.660000 sec): 3 clusters
  Score: Raw -407912.782138 + Penalty 8995.697131 = -398917.085007
  nChanged 2
		SP:Iteration 18Q (57500.670000 sec): 3 clusters
  Score: Raw -407921.442130 + Penalty 8995.697131 = -398925.744999
  nChanged 8
		SP:Iteration 19Q (57500.680000 sec): 3 clusters
  Score: Raw -407941.361580 + Penalty 8995.697131 = -398945.664450
  nChanged 8
		SP:Iteration 20F (57500.690000 sec): 3 clusters
  Score: Raw -407957.304963 + Penalty 8995.697131 = -398961.607832
  nChanged 5
		SP:Iteration 21Q (57500.700000 sec): 3 clusters
  Score: Raw -407966.212055 + Penalty 8995.697131 = -398970.514925
  nChanged 2
		SP:Iteration 22Q (57500.710000 sec): 3 clusters
  Score: Raw -407968.065648 + Penalty 8995.697131 = -398972.368518
  nChanged 1
		SP:Iteration 23Q (57500.720000 sec): 3 clusters
  Score: Raw -407970.652896 + Penalty 8995.697131 = -398974.955765
  nChanged 3
		SP:Iteration 24Q (57500.730000 sec): 3 clusters
  Score: Raw -407978.035298 + Penalty 8995.697131 = -398982.338168
  nChanged 2
		SP:Iteration 25Q (57500.740000 sec): 3 clusters
  Score: Raw -407986.238736 + Penalty 8995.697131 = -398990.541605
  nChanged 2
		SP:Iteration 26Q (57500.750000 sec): 3 clusters
  Score: Raw -407990.170183 + Penalty 8995.697131 = -398994.473052
  nChanged 1
		SP:Iteration 27Q (57500.760000 sec): 3 clusters
  Score: Raw -407992.104254 + Penalty 8995.697131 = -398996.407123
  nChanged 1
		SP:Iteration 28Q (57500.770000 sec): 3 clusters
  Score: Raw -407992.894578 + Penalty 8995.697131 = -398997.197447
  nChanged 0
		SP:Iteration 29F (57500.780000 sec): 3 clusters
  Score: Raw -407992.894578 + Penalty 8995.697131 = -398997.197447
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (67211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57501.250000 sec): 2 clusters
  Score: Raw -17847838.495896 + Penalty 6808.300225 = -17841030.195671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57501.760000 sec): 3 clusters
  Score: Raw -17807672.491264 + Penalty 13616.600449 = -17794055.890814
  nChanged 30045
		SP:Iteration 1F (57502.280000 sec): 3 clusters
  Score: Raw -17824311.151918 + Penalty 13616.600449 = -17810694.551468
  nChanged 3389
		SP:Iteration 2F (57502.790000 sec): 3 clusters
  Score: Raw -17825526.383567 + Penalty 13616.600449 = -17811909.783118
  nChanged 3071
		SP:Iteration 3Q (57503.300000 sec): 3 clusters
  Score: Raw -17826579.223537 + Penalty 13616.600449 = -17812962.623088
  nChanged 2792
		SP:Iteration 4Q (57503.820000 sec): 3 clusters
  Score: Raw -17827549.743900 + Penalty 13616.600449 = -17813933.143451
  nChanged 2654
		SP:Iteration 5Q (57504.330000 sec): 3 clusters
  Score: Raw -17828561.886122 + Penalty 13616.600449 = -17814945.285673
  nChanged 2641
		SP:Iteration 6Q (57504.850000 sec): 3 clusters
  Score: Raw -17829676.570195 + Penalty 13616.600449 = -17816059.969745
  nChanged 2788
		SP:Iteration 7Q (57505.360000 sec): 3 clusters
  Score: Raw -17831077.283750 + Penalty 13616.600449 = -17817460.683301
  nChanged 2963
		SP:Iteration 8Q (57505.880000 sec): 3 clusters
  Score: Raw -17832770.024772 + Penalty 13616.600449 = -17819153.424323
  nChanged 3176
		SP:Iteration 9Q (57506.390000 sec): 3 clusters
  Score: Raw -17834804.262461 + Penalty 13616.600449 = -17821187.662012
  nChanged 3133
		SP:Iteration 10Q (57506.900000 sec): 3 clusters
  Score: Raw -17836896.109299 + Penalty 13616.600449 = -17823279.508850
  nChanged 2940
		SP:Iteration 11Q (57507.400000 sec): 3 clusters
  Score: Raw -17838921.669473 + Penalty 13616.600449 = -17825305.069023
  nChanged 2709
		SP:Iteration 12Q (57507.890000 sec): 3 clusters
  Score: Raw -17840625.975704 + Penalty 13616.600449 = -17827009.375255
  nChanged 2306
		SP:Iteration 13Q (57508.360000 sec): 3 clusters
  Score: Raw -17842011.860003 + Penalty 13616.600449 = -17828395.259554
  nChanged 1920
		SP:Iteration 14Q (57508.830000 sec): 3 clusters
  Score: Raw -17843060.854208 + Penalty 13616.600449 = -17829444.253759
  nChanged 1552
		SP:Iteration 15Q (57509.290000 sec): 3 clusters
  Score: Raw -17843817.567419 + Penalty 13616.600449 = -17830200.966970
  nChanged 1252
		SP:Iteration 16Q (57509.740000 sec): 3 clusters
  Score: Raw -17844388.129952 + Penalty 13616.600449 = -17830771.529503
  nChanged 1043
		SP:Iteration 17Q (57510.180000 sec): 3 clusters
  Score: Raw -17844830.754228 + Penalty 13616.600449 = -17831214.153778
  nChanged 858
		SP:Iteration 18Q (57510.620000 sec): 3 clusters
  Score: Raw -17845208.425587 + Penalty 13616.600449 = -17831591.825138
  nChanged 838
		SP:Iteration 19Q (57511.050000 sec): 3 clusters
  Score: Raw -17845570.505306 + Penalty 13616.600449 = -17831953.904856
  nChanged 747
		SP:Iteration 20F (57511.560000 sec): 3 clusters
  Score: Raw -17845858.572228 + Penalty 13616.600449 = -17832241.971779
  nChanged 643
		SP:Iteration 21Q (57511.980000 sec): 3 clusters
  Score: Raw -17846096.219530 + Penalty 13616.600449 = -17832479.619080
  nChanged 600
		SP:Iteration 22Q (57512.410000 sec): 3 clusters
  Score: Raw -17846329.729390 + Penalty 13616.600449 = -17832713.128941
  nChanged 599
		SP:Iteration 23Q (57512.830000 sec): 3 clusters
  Score: Raw -17846561.921026 + Penalty 13616.600449 = -17832945.320576
  nChanged 570
		SP:Iteration 24Q (57513.240000 sec): 3 clusters
  Score: Raw -17846792.401561 + Penalty 13616.600449 = -17833175.801111
  nChanged 545
		SP:Iteration 25Q (57513.660000 sec): 3 clusters
  Score: Raw -17847016.831276 + Penalty 13616.600449 = -17833400.230826
  nChanged 516
		SP:Iteration 26Q (57514.070000 sec): 3 clusters
  Score: Raw -17847220.442204 + Penalty 13616.600449 = -17833603.841754
  nChanged 493
		SP:Iteration 27Q (57514.480000 sec): 3 clusters
  Score: Raw -17847400.672398 + Penalty 13616.600449 = -17833784.071949
  nChanged 411
		SP:Iteration 28Q (57514.890000 sec): 3 clusters
  Score: Raw -17847549.205669 + Penalty 13616.600449 = -17833932.605219
  nChanged 406
		SP:Iteration 29Q (57515.290000 sec): 3 clusters
  Score: Raw -17847692.334605 + Penalty 13616.600449 = -17834075.734155
  nChanged 381
		SP:Iteration 30Q (57515.700000 sec): 3 clusters
  Score: Raw -17847837.744697 + Penalty 13616.600449 = -17834221.144248
  nChanged 402
		SP:Iteration 31Q (57516.100000 sec): 3 clusters
  Score: Raw -17847996.125781 + Penalty 13616.600449 = -17834379.525331
  nChanged 376
		SP:Iteration 32Q (57516.500000 sec): 3 clusters
  Score: Raw -17848145.743241 + Penalty 13616.600449 = -17834529.142792
  nChanged 349
		SP:Iteration 33Q (57516.900000 sec): 3 clusters
  Score: Raw -17848288.320200 + Penalty 13616.600449 = -17834671.719751
  nChanged 313
		SP:Iteration 34Q (57517.300000 sec): 3 clusters
  Score: Raw -17848410.442677 + Penalty 13616.600449 = -17834793.842228
  nChanged 275
		SP:Iteration 35Q (57517.700000 sec): 3 clusters
  Score: Raw -17848504.203060 + Penalty 13616.600449 = -17834887.602611
  nChanged 248
		SP:Iteration 36Q (57518.090000 sec): 3 clusters
  Score: Raw -17848592.908821 + Penalty 13616.600449 = -17834976.308372
  nChanged 262
		SP:Iteration 37Q (57518.480000 sec): 3 clusters
  Score: Raw -17848690.351222 + Penalty 13616.600449 = -17835073.750772
  nChanged 238
		SP:Iteration 38Q (57518.880000 sec): 3 clusters
  Score: Raw -17848780.596654 + Penalty 13616.600449 = -17835163.996205
  nChanged 215
		SP:Iteration 39Q (57519.270000 sec): 3 clusters
  Score: Raw -17848860.792033 + Penalty 13616.600449 = -17835244.191584
  nChanged 209
		SP:Iteration 40F (57519.780000 sec): 3 clusters
  Score: Raw -17848940.903438 + Penalty 13616.600449 = -17835324.302988
  nChanged 219
		SP:Iteration 41Q (57520.170000 sec): 3 clusters
  Score: Raw -17849027.904387 + Penalty 13616.600449 = -17835411.303937
  nChanged 234
		SP:Iteration 42Q (57520.560000 sec): 3 clusters
  Score: Raw -17849123.031073 + Penalty 13616.600449 = -17835506.430624
  nChanged 238
		SP:Iteration 43Q (57520.960000 sec): 3 clusters
  Score: Raw -17849223.003142 + Penalty 13616.600449 = -17835606.402692
  nChanged 238
		SP:Iteration 44Q (57521.350000 sec): 3 clusters
  Score: Raw -17849318.792788 + Penalty 13616.600449 = -17835702.192339
  nChanged 222
		SP:Iteration 45Q (57521.740000 sec): 3 clusters
  Score: Raw -17849407.412803 + Penalty 13616.600449 = -17835790.812353
  nChanged 214
		SP:Iteration 46Q (57522.120000 sec): 3 clusters
  Score: Raw -17849491.359322 + Penalty 13616.600449 = -17835874.758873
  nChanged 190
		SP:Iteration 47Q (57522.510000 sec): 3 clusters
  Score: Raw -17849567.539318 + Penalty 13616.600449 = -17835950.938868
  nChanged 219
		SP:Iteration 48Q (57522.900000 sec): 3 clusters
  Score: Raw -17849656.214185 + Penalty 13616.600449 = -17836039.613735
  nChanged 227
		SP:Iteration 49Q (57523.280000 sec): 3 clusters
  Score: Raw -17849742.865999 + Penalty 13616.600449 = -17836126.265550
  nChanged 184
		SP:Iteration 50Q (57523.670000 sec): 3 clusters
  Score: Raw -17849813.551982 + Penalty 13616.600449 = -17836196.951532
  nChanged 179
		SP:Iteration 51Q (57524.060000 sec): 3 clusters
  Score: Raw -17849875.329471 + Penalty 13616.600449 = -17836258.729022
  nChanged 132
		SP:Iteration 52Q (57524.440000 sec): 3 clusters
  Score: Raw -17849915.676878 + Penalty 13616.600449 = -17836299.076429
  nChanged 116
		SP:Iteration 53Q (57524.820000 sec): 3 clusters
  Score: Raw -17849952.863407 + Penalty 13616.600449 = -17836336.262957
  nChanged 115
		SP:Iteration 54Q (57525.210000 sec): 3 clusters
  Score: Raw -17849984.909134 + Penalty 13616.600449 = -17836368.308684
  nChanged 86
		SP:Iteration 55Q (57525.590000 sec): 3 clusters
  Score: Raw -17850010.258147 + Penalty 13616.600449 = -17836393.657697
  nChanged 89
		SP:Iteration 56Q (57525.970000 sec): 3 clusters
  Score: Raw -17850034.558398 + Penalty 13616.600449 = -17836417.957948
  nChanged 67
		SP:Iteration 57Q (57526.360000 sec): 3 clusters
  Score: Raw -17850051.938274 + Penalty 13616.600449 = -17836435.337825
  nChanged 69
		SP:Iteration 58Q (57526.740000 sec): 3 clusters
  Score: Raw -17850071.273258 + Penalty 13616.600449 = -17836454.672808
  nChanged 61
		SP:Iteration 59Q (57527.120000 sec): 3 clusters
  Score: Raw -17850086.538296 + Penalty 13616.600449 = -17836469.937846
  nChanged 46
		SP:Iteration 60F (57527.630000 sec): 3 clusters
  Score: Raw -17850110.063998 + Penalty 13616.600449 = -17836493.463548
  nChanged 65
		SP:Iteration 61Q (57528.020000 sec): 3 clusters
  Score: Raw -17850130.683031 + Penalty 13616.600449 = -17836514.082582
  nChanged 64
		SP:Iteration 62Q (57528.400000 sec): 3 clusters
  Score: Raw -17850149.305816 + Penalty 13616.600449 = -17836532.705367
  nChanged 59
		SP:Iteration 63Q (57528.790000 sec): 3 clusters
  Score: Raw -17850168.660097 + Penalty 13616.600449 = -17836552.059647
  nChanged 61
		SP:Iteration 64Q (57529.180000 sec): 3 clusters
  Score: Raw -17850184.708377 + Penalty 13616.600449 = -17836568.107927
  nChanged 42
		SP:Iteration 65Q (57529.560000 sec): 3 clusters
  Score: Raw -17850195.710655 + Penalty 13616.600449 = -17836579.110205
  nChanged 51
		SP:Iteration 66Q (57529.950000 sec): 3 clusters
  Score: Raw -17850208.432254 + Penalty 13616.600449 = -17836591.831805
  nChanged 43
		SP:Iteration 67Q (57530.330000 sec): 3 clusters
  Score: Raw -17850218.883973 + Penalty 13616.600449 = -17836602.283523
  nChanged 50
		SP:Iteration 68Q (57530.720000 sec): 3 clusters
  Score: Raw -17850232.593714 + Penalty 13616.600449 = -17836615.993265
  nChanged 60
		SP:Iteration 69Q (57531.100000 sec): 3 clusters
  Score: Raw -17850248.648870 + Penalty 13616.600449 = -17836632.048421
  nChanged 62
		SP:Iteration 70Q (57531.490000 sec): 3 clusters
  Score: Raw -17850265.008278 + Penalty 13616.600449 = -17836648.407829
  nChanged 58
		SP:Iteration 71Q (57531.880000 sec): 3 clusters
  Score: Raw -17850280.445779 + Penalty 13616.600449 = -17836663.845329
  nChanged 61
		SP:Iteration 72Q (57532.260000 sec): 3 clusters
  Score: Raw -17850299.630296 + Penalty 13616.600449 = -17836683.029846
  nChanged 60
		SP:Iteration 73Q (57532.640000 sec): 3 clusters
  Score: Raw -17850314.885061 + Penalty 13616.600449 = -17836698.284612
  nChanged 44
		SP:Iteration 74Q (57533.030000 sec): 3 clusters
  Score: Raw -17850323.682194 + Penalty 13616.600449 = -17836707.081744
  nChanged 28
		SP:Iteration 75Q (57533.410000 sec): 3 clusters
  Score: Raw -17850329.117137 + Penalty 13616.600449 = -17836712.516688
  nChanged 23
		SP:Iteration 76Q (57533.800000 sec): 3 clusters
  Score: Raw -17850333.747273 + Penalty 13616.600449 = -17836717.146823
  nChanged 17
		SP:Iteration 77Q (57534.180000 sec): 3 clusters
  Score: Raw -17850337.227398 + Penalty 13616.600449 = -17836720.626949
  nChanged 13
		SP:Iteration 78Q (57534.560000 sec): 3 clusters
  Score: Raw -17850339.851651 + Penalty 13616.600449 = -17836723.251201
  nChanged 11
		SP:Iteration 79Q (57534.950000 sec): 3 clusters
  Score: Raw -17850341.855938 + Penalty 13616.600449 = -17836725.255489
  nChanged 9
		SP:Iteration 80F (57535.460000 sec): 3 clusters
  Score: Raw -17850343.723701 + Penalty 13616.600449 = -17836727.123252
  nChanged 11
		SP:Iteration 81Q (57535.840000 sec): 3 clusters
  Score: Raw -17850346.706907 + Penalty 13616.600449 = -17836730.106458
  nChanged 9
		SP:Iteration 82Q (57536.230000 sec): 3 clusters
  Score: Raw -17850349.084120 + Penalty 13616.600449 = -17836732.483670
  nChanged 18
		SP:Iteration 83Q (57536.620000 sec): 3 clusters
  Score: Raw -17850353.004238 + Penalty 13616.600449 = -17836736.403788
  nChanged 15
		SP:Iteration 84Q (57537.000000 sec): 3 clusters
  Score: Raw -17850355.928766 + Penalty 13616.600449 = -17836739.328317
  nChanged 10
		SP:Iteration 85Q (57537.390000 sec): 3 clusters
  Score: Raw -17850357.861508 + Penalty 13616.600449 = -17836741.261059
  nChanged 11
		SP:Iteration 86Q (57537.780000 sec): 3 clusters
  Score: Raw -17850359.996350 + Penalty 13616.600449 = -17836743.395900
  nChanged 4
		SP:Iteration 87Q (57538.160000 sec): 3 clusters
  Score: Raw -17850360.811090 + Penalty 13616.600449 = -17836744.210641
  nChanged 3
		SP:Iteration 88Q (57538.550000 sec): 3 clusters
  Score: Raw -17850361.298462 + Penalty 13616.600449 = -17836744.698012
  nChanged 5
		SP:Iteration 89Q (57538.930000 sec): 3 clusters
  Score: Raw -17850362.246251 + Penalty 13616.600449 = -17836745.645801
  nChanged 2
		SP:Iteration 90Q (57539.320000 sec): 3 clusters
  Score: Raw -17850362.550487 + Penalty 13616.600449 = -17836745.950037
  nChanged 3
		SP:Iteration 91Q (57539.700000 sec): 3 clusters
  Score: Raw -17850363.330425 + Penalty 13616.600449 = -17836746.729976
  nChanged 4
		SP:Iteration 92Q (57540.090000 sec): 3 clusters
  Score: Raw -17850364.373786 + Penalty 13616.600449 = -17836747.773336
  nChanged 4
		SP:Iteration 93Q (57540.480000 sec): 3 clusters
  Score: Raw -17850365.337339 + Penalty 13616.600449 = -17836748.736890
  nChanged 3
		SP:Iteration 94Q (57540.860000 sec): 3 clusters
  Score: Raw -17850366.049832 + Penalty 13616.600449 = -17836749.449382
  nChanged 5
		SP:Iteration 95Q (57541.250000 sec): 3 clusters
  Score: Raw -17850367.112063 + Penalty 13616.600449 = -17836750.511613
  nChanged 3
		SP:Iteration 96Q (57541.640000 sec): 3 clusters
  Score: Raw -17850367.650937 + Penalty 13616.600449 = -17836751.050487
  nChanged 3
		SP:Iteration 97Q (57542.020000 sec): 3 clusters
  Score: Raw -17850368.158883 + Penalty 13616.600449 = -17836751.558434
  nChanged 2
		SP:Iteration 98Q (57542.400000 sec): 3 clusters
  Score: Raw -17850368.467960 + Penalty 13616.600449 = -17836751.867511
  nChanged 3
		SP:Iteration 99Q (57542.790000 sec): 3 clusters
  Score: Raw -17850369.333539 + Penalty 13616.600449 = -17836752.733089
  nChanged 6
		SP:Iteration 100F (57543.300000 sec): 3 clusters
  Score: Raw -17850370.488636 + Penalty 13616.600449 = -17836753.888186
  nChanged 2
		SP:Iteration 101Q (57543.690000 sec): 3 clusters
  Score: Raw -17850371.006226 + Penalty 13616.600449 = -17836754.405777
  nChanged 2
		SP:Iteration 102Q (57544.070000 sec): 3 clusters
  Score: Raw -17850371.352845 + Penalty 13616.600449 = -17836754.752396
  nChanged 1
		SP:Iteration 103Q (57544.460000 sec): 3 clusters
  Score: Raw -17850371.625740 + Penalty 13616.600449 = -17836755.025291
  nChanged 4
		SP:Iteration 104Q (57544.850000 sec): 3 clusters
  Score: Raw -17850372.303571 + Penalty 13616.600449 = -17836755.703122
  nChanged 4
		SP:Iteration 105Q (57545.230000 sec): 3 clusters
  Score: Raw -17850373.062594 + Penalty 13616.600449 = -17836756.462144
  nChanged 4
		SP:Iteration 106Q (57545.620000 sec): 3 clusters
  Score: Raw -17850373.916498 + Penalty 13616.600449 = -17836757.316049
  nChanged 3
		SP:Iteration 107Q (57546.010000 sec): 3 clusters
  Score: Raw -17850374.479417 + Penalty 13616.600449 = -17836757.878967
  nChanged 3
		SP:Iteration 108Q (57546.390000 sec): 3 clusters
  Score: Raw -17850375.097437 + Penalty 13616.600449 = -17836758.496987
  nChanged 2
		SP:Iteration 109Q (57546.780000 sec): 3 clusters
  Score: Raw -17850375.480808 + Penalty 13616.600449 = -17836758.880358
  nChanged 2
		SP:Iteration 110Q (57547.170000 sec): 3 clusters
  Score: Raw -17850375.829146 + Penalty 13616.600449 = -17836759.228697
  nChanged 3
		SP:Iteration 111Q (57547.550000 sec): 3 clusters
  Score: Raw -17850376.334440 + Penalty 13616.600449 = -17836759.733991
  nChanged 4
		SP:Iteration 112Q (57547.940000 sec): 3 clusters
  Score: Raw -17850377.003419 + Penalty 13616.600449 = -17836760.402970
  nChanged 4
		SP:Iteration 113Q (57548.330000 sec): 3 clusters
  Score: Raw -17850377.849111 + Penalty 13616.600449 = -17836761.248662
  nChanged 5
		SP:Iteration 114Q (57548.710000 sec): 3 clusters
  Score: Raw -17850378.753640 + Penalty 13616.600449 = -17836762.153190
  nChanged 4
		SP:Iteration 115Q (57549.100000 sec): 3 clusters
  Score: Raw -17850379.367569 + Penalty 13616.600449 = -17836762.767120
  nChanged 2
		SP:Iteration 116Q (57549.480000 sec): 3 clusters
  Score: Raw -17850380.003379 + Penalty 13616.600449 = -17836763.402930
  nChanged 2
		SP:Iteration 117Q (57549.870000 sec): 3 clusters
  Score: Raw -17850380.335521 + Penalty 13616.600449 = -17836763.735071
  nChanged 2
		SP:Iteration 118Q (57550.250000 sec): 3 clusters
  Score: Raw -17850380.705009 + Penalty 13616.600449 = -17836764.104559
  nChanged 4
		SP:Iteration 119Q (57550.640000 sec): 3 clusters
  Score: Raw -17850381.809490 + Penalty 13616.600449 = -17836765.209041
  nChanged 3
		SP:Iteration 120F (57551.150000 sec): 3 clusters
  Score: Raw -17850382.806988 + Penalty 13616.600449 = -17836766.206538
  nChanged 6
		SP:Iteration 121Q (57551.530000 sec): 3 clusters
  Score: Raw -17850383.886995 + Penalty 13616.600449 = -17836767.286546
  nChanged 2
		SP:Iteration 122Q (57551.920000 sec): 3 clusters
  Score: Raw -17850384.343367 + Penalty 13616.600449 = -17836767.742917
  nChanged 2
		SP:Iteration 123Q (57552.310000 sec): 3 clusters
  Score: Raw -17850384.922694 + Penalty 13616.600449 = -17836768.322244
  nChanged 2
		SP:Iteration 124Q (57552.690000 sec): 3 clusters
  Score: Raw -17850385.673688 + Penalty 13616.600449 = -17836769.073238
  nChanged 3
		SP:Iteration 125Q (57553.080000 sec): 3 clusters
  Score: Raw -17850386.424439 + Penalty 13616.600449 = -17836769.823990
  nChanged 2
		SP:Iteration 126Q (57553.470000 sec): 3 clusters
  Score: Raw -17850386.817968 + Penalty 13616.600449 = -17836770.217518
  nChanged 3
		SP:Iteration 127Q (57553.850000 sec): 3 clusters
  Score: Raw -17850387.620113 + Penalty 13616.600449 = -17836771.019664
  nChanged 3
		SP:Iteration 128Q (57554.240000 sec): 3 clusters
  Score: Raw -17850388.096553 + Penalty 13616.600449 = -17836771.496104
  nChanged 1
		SP:Iteration 129Q (57554.630000 sec): 3 clusters
  Score: Raw -17850388.281302 + Penalty 13616.600449 = -17836771.680852
  nChanged 0
		SP:Iteration 130F (57555.130000 sec): 3 clusters
  Score: Raw -17850388.281302 + Penalty 13616.600449 = -17836771.680852
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57555.190000 sec): 2 clusters
  Score: Raw -135945.173835 + Penalty 3899.463149 = -132045.710686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57555.190000 sec): 3 clusters
  Score: Raw -136750.875921 + Penalty 7798.926298 = -128951.949623
  nChanged 75
		SP:Iteration 1F (57555.190000 sec): 3 clusters
  Score: Raw -137104.914099 + Penalty 7798.926298 = -129305.987801
  nChanged 31
		SP:Iteration 2F (57555.200000 sec): 3 clusters
  Score: Raw -137214.085450 + Penalty 7798.926298 = -129415.159151
  nChanged 14
		SP:Iteration 3Q (57555.200000 sec): 3 clusters
  Score: Raw -137264.842758 + Penalty 7798.926298 = -129465.916459
  nChanged 13
		SP:Iteration 4Q (57555.210000 sec): 3 clusters
  Score: Raw -137338.376090 + Penalty 7798.926298 = -129539.449791
  nChanged 11
		SP:Iteration 5Q (57555.210000 sec): 3 clusters
  Score: Raw -137378.232930 + Penalty 7798.926298 = -129579.306632
  nChanged 10
		SP:Iteration 6Q (57555.210000 sec): 3 clusters
  Score: Raw -137414.718483 + Penalty 7798.926298 = -129615.792184
  nChanged 5
		SP:Iteration 7Q (57555.220000 sec): 3 clusters
  Score: Raw -137431.748428 + Penalty 7798.926298 = -129632.822129
  nChanged 5
		SP:Iteration 8Q (57555.220000 sec): 3 clusters
  Score: Raw -137453.308065 + Penalty 7798.926298 = -129654.381767
  nChanged 4
		SP:Iteration 9Q (57555.230000 sec): 3 clusters
  Score: Raw -137465.033611 + Penalty 7798.926298 = -129666.107312
  nChanged 2
		SP:Iteration 10Q (57555.230000 sec): 3 clusters
  Score: Raw -137470.386744 + Penalty 7798.926298 = -129671.460446
  nChanged 2
		SP:Iteration 11Q (57555.230000 sec): 3 clusters
  Score: Raw -137476.774963 + Penalty 7798.926298 = -129677.848665
  nChanged 2
		SP:Iteration 12Q (57555.240000 sec): 3 clusters
  Score: Raw -137481.688463 + Penalty 7798.926298 = -129682.762165
  nChanged 2
		SP:Iteration 13Q (57555.240000 sec): 3 clusters
  Score: Raw -137484.553698 + Penalty 7798.926298 = -129685.627399
  nChanged 1
		SP:Iteration 14Q (57555.250000 sec): 3 clusters
  Score: Raw -137487.913491 + Penalty 7798.926298 = -129688.987193
  nChanged 1
		SP:Iteration 15Q (57555.250000 sec): 3 clusters
  Score: Raw -137490.817963 + Penalty 7798.926298 = -129691.891665
  nChanged 0
		SP:Iteration 16F (57555.250000 sec): 3 clusters
  Score: Raw -137490.817963 + Penalty 7798.926298 = -129691.891665
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57555.320000 sec): 2 clusters
  Score: Raw -2399967.357712 + Penalty 5601.346129 = -2394366.011583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57555.390000 sec): 3 clusters
  Score: Raw -2395792.355653 + Penalty 11202.692259 = -2384589.663394
  nChanged 3392
		SP:Iteration 1F (57555.460000 sec): 3 clusters
  Score: Raw -2397886.728762 + Penalty 11202.692259 = -2386684.036503
  nChanged 725
		SP:Iteration 2F (57555.530000 sec): 3 clusters
  Score: Raw -2398380.975854 + Penalty 11202.692259 = -2387178.283595
  nChanged 485
		SP:Iteration 3F (57555.600000 sec): 3 clusters
  Score: Raw -2398688.094492 + Penalty 11202.692259 = -2387485.402233
  nChanged 339
		SP:Iteration 4Q (57555.670000 sec): 3 clusters
  Score: Raw -2398879.454811 + Penalty 11202.692259 = -2387676.762552
  nChanged 254
		SP:Iteration 5Q (57555.740000 sec): 3 clusters
  Score: Raw -2399007.063183 + Penalty 11202.692259 = -2387804.370924
  nChanged 200
		SP:Iteration 6Q (57555.810000 sec): 3 clusters
  Score: Raw -2399113.121434 + Penalty 11202.692259 = -2387910.429175
  nChanged 174
		SP:Iteration 7Q (57555.870000 sec): 3 clusters
  Score: Raw -2399202.660219 + Penalty 11202.692259 = -2387999.967960
  nChanged 164
		SP:Iteration 8Q (57555.950000 sec): 3 clusters
  Score: Raw -2399293.343197 + Penalty 11202.692259 = -2388090.650938
  nChanged 169
		SP:Iteration 9Q (57556.010000 sec): 3 clusters
  Score: Raw -2399392.881862 + Penalty 11202.692259 = -2388190.189603
  nChanged 168
		SP:Iteration 10Q (57556.080000 sec): 3 clusters
  Score: Raw -2399497.443277 + Penalty 11202.692259 = -2388294.751018
  nChanged 177
		SP:Iteration 11Q (57556.150000 sec): 3 clusters
  Score: Raw -2399615.640369 + Penalty 11202.692259 = -2388412.948110
  nChanged 215
		SP:Iteration 12Q (57556.220000 sec): 3 clusters
  Score: Raw -2399769.249835 + Penalty 11202.692259 = -2388566.557576
  nChanged 214
		SP:Iteration 13Q (57556.290000 sec): 3 clusters
  Score: Raw -2399935.594800 + Penalty 11202.692259 = -2388732.902541
  nChanged 253
		SP:Iteration 14Q (57556.350000 sec): 3 clusters
  Score: Raw -2400123.823261 + Penalty 11202.692259 = -2388921.131002
  nChanged 260
		SP:Iteration 15Q (57556.420000 sec): 3 clusters
  Score: Raw -2400323.492846 + Penalty 11202.692259 = -2389120.800587
  nChanged 240
		SP:Iteration 16Q (57556.490000 sec): 3 clusters
  Score: Raw -2400520.141148 + Penalty 11202.692259 = -2389317.448889
  nChanged 238
		SP:Iteration 17Q (57556.560000 sec): 3 clusters
  Score: Raw -2400700.803441 + Penalty 11202.692259 = -2389498.111182
  nChanged 246
		SP:Iteration 18Q (57556.630000 sec): 3 clusters
  Score: Raw -2400876.365666 + Penalty 11202.692259 = -2389673.673407
  nChanged 225
		SP:Iteration 19Q (57556.690000 sec): 3 clusters
  Score: Raw -2401048.729659 + Penalty 11202.692259 = -2389846.037400
  nChanged 217
		SP:Iteration 20F (57556.760000 sec): 3 clusters
  Score: Raw -2401198.054455 + Penalty 11202.692259 = -2389995.362196
  nChanged 186
		SP:Iteration 21Q (57556.830000 sec): 3 clusters
  Score: Raw -2401316.076856 + Penalty 11202.692259 = -2390113.384597
  nChanged 156
		SP:Iteration 22Q (57556.890000 sec): 3 clusters
  Score: Raw -2401427.981167 + Penalty 11202.692259 = -2390225.288908
  nChanged 147
		SP:Iteration 23Q (57556.960000 sec): 3 clusters
  Score: Raw -2401526.608160 + Penalty 11202.692259 = -2390323.915901
  nChanged 132
		SP:Iteration 24Q (57557.020000 sec): 3 clusters
  Score: Raw -2401609.201173 + Penalty 11202.692259 = -2390406.508914
  nChanged 111
		SP:Iteration 25Q (57557.090000 sec): 3 clusters
  Score: Raw -2401668.234273 + Penalty 11202.692259 = -2390465.542014
  nChanged 77
		SP:Iteration 26Q (57557.150000 sec): 3 clusters
  Score: Raw -2401710.385283 + Penalty 11202.692259 = -2390507.693024
  nChanged 79
		SP:Iteration 27Q (57557.210000 sec): 3 clusters
  Score: Raw -2401746.695471 + Penalty 11202.692259 = -2390544.003212
  nChanged 52
		SP:Iteration 28Q (57557.280000 sec): 3 clusters
  Score: Raw -2401768.260840 + Penalty 11202.692259 = -2390565.568581
  nChanged 49
		SP:Iteration 29Q (57557.350000 sec): 3 clusters
  Score: Raw -2401789.099576 + Penalty 11202.692259 = -2390586.407317
  nChanged 42
		SP:Iteration 30Q (57557.410000 sec): 3 clusters
  Score: Raw -2401808.181971 + Penalty 11202.692259 = -2390605.489712
  nChanged 42
		SP:Iteration 31Q (57557.470000 sec): 3 clusters
  Score: Raw -2401824.014958 + Penalty 11202.692259 = -2390621.322699
  nChanged 33
		SP:Iteration 32Q (57557.540000 sec): 3 clusters
  Score: Raw -2401836.983482 + Penalty 11202.692259 = -2390634.291223
  nChanged 34
		SP:Iteration 33Q (57557.600000 sec): 3 clusters
  Score: Raw -2401852.064793 + Penalty 11202.692259 = -2390649.372534
  nChanged 27
		SP:Iteration 34Q (57557.670000 sec): 3 clusters
  Score: Raw -2401863.444097 + Penalty 11202.692259 = -2390660.751838
  nChanged 24
		SP:Iteration 35Q (57557.730000 sec): 3 clusters
  Score: Raw -2401873.072656 + Penalty 11202.692259 = -2390670.380397
  nChanged 19
		SP:Iteration 36Q (57557.790000 sec): 3 clusters
  Score: Raw -2401882.291838 + Penalty 11202.692259 = -2390679.599579
  nChanged 30
		SP:Iteration 37Q (57557.860000 sec): 3 clusters
  Score: Raw -2401894.267169 + Penalty 11202.692259 = -2390691.574910
  nChanged 27
		SP:Iteration 38Q (57557.920000 sec): 3 clusters
  Score: Raw -2401905.470650 + Penalty 11202.692259 = -2390702.778391
  nChanged 17
		SP:Iteration 39Q (57557.990000 sec): 3 clusters
  Score: Raw -2401910.730502 + Penalty 11202.692259 = -2390708.038243
  nChanged 12
		SP:Iteration 40F (57558.050000 sec): 3 clusters
  Score: Raw -2401914.775889 + Penalty 11202.692259 = -2390712.083630
  nChanged 9
		SP:Iteration 41Q (57558.120000 sec): 3 clusters
  Score: Raw -2401918.167877 + Penalty 11202.692259 = -2390715.475618
  nChanged 9
		SP:Iteration 42Q (57558.180000 sec): 3 clusters
  Score: Raw -2401921.289114 + Penalty 11202.692259 = -2390718.596855
  nChanged 8
		SP:Iteration 43Q (57558.250000 sec): 3 clusters
  Score: Raw -2401924.783677 + Penalty 11202.692259 = -2390722.091418
  nChanged 8
		SP:Iteration 44Q (57558.310000 sec): 3 clusters
  Score: Raw -2401928.370526 + Penalty 11202.692259 = -2390725.678267
  nChanged 12
		SP:Iteration 45Q (57558.380000 sec): 3 clusters
  Score: Raw -2401933.469970 + Penalty 11202.692259 = -2390730.777711
  nChanged 14
		SP:Iteration 46Q (57558.440000 sec): 3 clusters
  Score: Raw -2401938.651096 + Penalty 11202.692259 = -2390735.958837
  nChanged 12
		SP:Iteration 47Q (57558.510000 sec): 3 clusters
  Score: Raw -2401944.024841 + Penalty 11202.692259 = -2390741.332582
  nChanged 13
		SP:Iteration 48Q (57558.570000 sec): 3 clusters
  Score: Raw -2401948.169925 + Penalty 11202.692259 = -2390745.477666
  nChanged 8
		SP:Iteration 49Q (57558.630000 sec): 3 clusters
  Score: Raw -2401950.607368 + Penalty 11202.692259 = -2390747.915109
  nChanged 6
		SP:Iteration 50Q (57558.700000 sec): 3 clusters
  Score: Raw -2401952.327808 + Penalty 11202.692259 = -2390749.635549
  nChanged 2
		SP:Iteration 51Q (57558.760000 sec): 3 clusters
  Score: Raw -2401953.101370 + Penalty 11202.692259 = -2390750.409111
  nChanged 2
		SP:Iteration 52Q (57558.830000 sec): 3 clusters
  Score: Raw -2401953.597810 + Penalty 11202.692259 = -2390750.905551
  nChanged 2
		SP:Iteration 53Q (57558.890000 sec): 3 clusters
  Score: Raw -2401954.589387 + Penalty 11202.692259 = -2390751.897128
  nChanged 3
		SP:Iteration 54Q (57558.950000 sec): 3 clusters
  Score: Raw -2401955.575907 + Penalty 11202.692259 = -2390752.883648
  nChanged 3
		SP:Iteration 55Q (57559.020000 sec): 3 clusters
  Score: Raw -2401956.677186 + Penalty 11202.692259 = -2390753.984927
  nChanged 3
		SP:Iteration 56Q (57559.080000 sec): 3 clusters
  Score: Raw -2401957.326219 + Penalty 11202.692259 = -2390754.633960
  nChanged 0
		SP:Iteration 57F (57559.150000 sec): 3 clusters
  Score: Raw -2401957.326219 + Penalty 11202.692259 = -2390754.633960
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57559.250000 sec): 2 clusters
  Score: Raw -3794712.510422 + Penalty 5881.707517 = -3788830.802905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57559.360000 sec): 3 clusters
  Score: Raw -3787348.186052 + Penalty 11763.415034 = -3775584.771018
  nChanged 5810
		SP:Iteration 1F (57559.470000 sec): 3 clusters
  Score: Raw -3790785.265619 + Penalty 11763.415034 = -3779021.850585
  nChanged 1130
		SP:Iteration 2F (57559.590000 sec): 3 clusters
  Score: Raw -3791553.671232 + Penalty 11763.415034 = -3779790.256198
  nChanged 866
		SP:Iteration 3F (57559.700000 sec): 3 clusters
  Score: Raw -3792214.233603 + Penalty 11763.415034 = -3780450.818568
  nChanged 775
		SP:Iteration 4F (57559.810000 sec): 3 clusters
  Score: Raw -3792862.745624 + Penalty 11763.415034 = -3781099.330590
  nChanged 797
		SP:Iteration 5F (57559.920000 sec): 3 clusters
  Score: Raw -3793575.326575 + Penalty 11763.415034 = -3781811.911541
  nChanged 808
		SP:Iteration 6F (57560.030000 sec): 3 clusters
  Score: Raw -3794333.600148 + Penalty 11763.415034 = -3782570.185114
  nChanged 783
		SP:Iteration 7F (57560.140000 sec): 3 clusters
  Score: Raw -3795054.677144 + Penalty 11763.415034 = -3783291.262110
  nChanged 726
		SP:Iteration 8Q (57560.250000 sec): 3 clusters
  Score: Raw -3795639.605426 + Penalty 11763.415034 = -3783876.190391
  nChanged 600
		SP:Iteration 9Q (57560.360000 sec): 3 clusters
  Score: Raw -3796089.758022 + Penalty 11763.415034 = -3784326.342988
  nChanged 539
		SP:Iteration 10Q (57560.470000 sec): 3 clusters
  Score: Raw -3796439.041613 + Penalty 11763.415034 = -3784675.626578
  nChanged 408
		SP:Iteration 11Q (57560.570000 sec): 3 clusters
  Score: Raw -3796674.524288 + Penalty 11763.415034 = -3784911.109254
  nChanged 320
		SP:Iteration 12Q (57560.680000 sec): 3 clusters
  Score: Raw -3796844.098391 + Penalty 11763.415034 = -3785080.683357
  nChanged 249
		SP:Iteration 13Q (57560.790000 sec): 3 clusters
  Score: Raw -3796977.329049 + Penalty 11763.415034 = -3785213.914014
  nChanged 205
		SP:Iteration 14Q (57560.900000 sec): 3 clusters
  Score: Raw -3797070.737960 + Penalty 11763.415034 = -3785307.322926
  nChanged 187
		SP:Iteration 15Q (57561.010000 sec): 3 clusters
  Score: Raw -3797147.666634 + Penalty 11763.415034 = -3785384.251600
  nChanged 147
		SP:Iteration 16Q (57561.110000 sec): 3 clusters
  Score: Raw -3797217.080330 + Penalty 11763.415034 = -3785453.665296
  nChanged 158
		SP:Iteration 17Q (57561.220000 sec): 3 clusters
  Score: Raw -3797283.195055 + Penalty 11763.415034 = -3785519.780021
  nChanged 108
		SP:Iteration 18Q (57561.320000 sec): 3 clusters
  Score: Raw -3797327.296211 + Penalty 11763.415034 = -3785563.881177
  nChanged 114
		SP:Iteration 19Q (57561.430000 sec): 3 clusters
  Score: Raw -3797370.971573 + Penalty 11763.415034 = -3785607.556539
  nChanged 96
		SP:Iteration 20F (57561.540000 sec): 3 clusters
  Score: Raw -3797406.009981 + Penalty 11763.415034 = -3785642.594946
  nChanged 90
		SP:Iteration 21Q (57561.640000 sec): 3 clusters
  Score: Raw -3797442.229949 + Penalty 11763.415034 = -3785678.814915
  nChanged 90
		SP:Iteration 22Q (57561.750000 sec): 3 clusters
  Score: Raw -3797484.082879 + Penalty 11763.415034 = -3785720.667845
  nChanged 76
		SP:Iteration 23Q (57561.850000 sec): 3 clusters
  Score: Raw -3797531.446106 + Penalty 11763.415034 = -3785768.031072
  nChanged 107
		SP:Iteration 24Q (57561.960000 sec): 3 clusters
  Score: Raw -3797640.046090 + Penalty 11763.415034 = -3785876.631055
  nChanged 146
		SP:Iteration 25Q (57562.060000 sec): 3 clusters
  Score: Raw -3797748.131581 + Penalty 11763.415034 = -3785984.716547
  nChanged 134
		SP:Iteration 26Q (57562.160000 sec): 3 clusters
  Score: Raw -3797834.485733 + Penalty 11763.415034 = -3786071.070699
  nChanged 133
		SP:Iteration 27Q (57562.270000 sec): 3 clusters
  Score: Raw -3797965.505437 + Penalty 11763.415034 = -3786202.090403
  nChanged 173
		SP:Iteration 28Q (57562.370000 sec): 3 clusters
  Score: Raw -3798146.906970 + Penalty 11763.415034 = -3786383.491936
  nChanged 181
		SP:Iteration 29Q (57562.470000 sec): 3 clusters
  Score: Raw -3798302.064955 + Penalty 11763.415034 = -3786538.649921
  nChanged 177
		SP:Iteration 30Q (57562.570000 sec): 3 clusters
  Score: Raw -3798413.575792 + Penalty 11763.415034 = -3786650.160758
  nChanged 132
		SP:Iteration 31Q (57562.670000 sec): 3 clusters
  Score: Raw -3798475.273831 + Penalty 11763.415034 = -3786711.858797
  nChanged 89
		SP:Iteration 32Q (57562.770000 sec): 3 clusters
  Score: Raw -3798511.593046 + Penalty 11763.415034 = -3786748.178012
  nChanged 75
		SP:Iteration 33Q (57562.870000 sec): 3 clusters
  Score: Raw -3798544.385296 + Penalty 11763.415034 = -3786780.970262
  nChanged 51
		SP:Iteration 34Q (57562.970000 sec): 3 clusters
  Score: Raw -3798562.210406 + Penalty 11763.415034 = -3786798.795372
  nChanged 45
		SP:Iteration 35Q (57563.070000 sec): 3 clusters
  Score: Raw -3798577.050095 + Penalty 11763.415034 = -3786813.635061
  nChanged 34
		SP:Iteration 36Q (57563.170000 sec): 3 clusters
  Score: Raw -3798591.018756 + Penalty 11763.415034 = -3786827.603722
  nChanged 30
		SP:Iteration 37Q (57563.270000 sec): 3 clusters
  Score: Raw -3798600.746262 + Penalty 11763.415034 = -3786837.331228
  nChanged 24
		SP:Iteration 38Q (57563.370000 sec): 3 clusters
  Score: Raw -3798609.857161 + Penalty 11763.415034 = -3786846.442126
  nChanged 25
		SP:Iteration 39Q (57563.470000 sec): 3 clusters
  Score: Raw -3798617.860462 + Penalty 11763.415034 = -3786854.445428
  nChanged 19
		SP:Iteration 40F (57563.580000 sec): 3 clusters
  Score: Raw -3798622.809418 + Penalty 11763.415034 = -3786859.394383
  nChanged 11
		SP:Iteration 41Q (57563.680000 sec): 3 clusters
  Score: Raw -3798626.706013 + Penalty 11763.415034 = -3786863.290979
  nChanged 11
		SP:Iteration 42Q (57563.780000 sec): 3 clusters
  Score: Raw -3798629.916756 + Penalty 11763.415034 = -3786866.501722
  nChanged 9
		SP:Iteration 43Q (57563.880000 sec): 3 clusters
  Score: Raw -3798632.352990 + Penalty 11763.415034 = -3786868.937956
  nChanged 10
		SP:Iteration 44Q (57563.980000 sec): 3 clusters
  Score: Raw -3798634.713812 + Penalty 11763.415034 = -3786871.298778
  nChanged 7
		SP:Iteration 45Q (57564.080000 sec): 3 clusters
  Score: Raw -3798636.465515 + Penalty 11763.415034 = -3786873.050480
  nChanged 4
		SP:Iteration 46Q (57564.170000 sec): 3 clusters
  Score: Raw -3798637.458175 + Penalty 11763.415034 = -3786874.043140
  nChanged 3
		SP:Iteration 47Q (57564.270000 sec): 3 clusters
  Score: Raw -3798638.454588 + Penalty 11763.415034 = -3786875.039554
  nChanged 2
		SP:Iteration 48Q (57564.370000 sec): 3 clusters
  Score: Raw -3798638.786453 + Penalty 11763.415034 = -3786875.371419
  nChanged 2
		SP:Iteration 49Q (57564.470000 sec): 3 clusters
  Score: Raw -3798639.345780 + Penalty 11763.415034 = -3786875.930746
  nChanged 3
		SP:Iteration 50Q (57564.570000 sec): 3 clusters
  Score: Raw -3798640.267398 + Penalty 11763.415034 = -3786876.852364
  nChanged 1
		SP:Iteration 51Q (57564.670000 sec): 3 clusters
  Score: Raw -3798640.545064 + Penalty 11763.415034 = -3786877.130030
  nChanged 3
		SP:Iteration 52Q (57564.770000 sec): 3 clusters
  Score: Raw -3798641.322395 + Penalty 11763.415034 = -3786877.907361
  nChanged 2
		SP:Iteration 53Q (57564.870000 sec): 3 clusters
  Score: Raw -3798641.800712 + Penalty 11763.415034 = -3786878.385678
  nChanged 2
		SP:Iteration 54Q (57564.970000 sec): 3 clusters
  Score: Raw -3798643.532995 + Penalty 11763.415034 = -3786880.117961
  nChanged 6
		SP:Iteration 55Q (57565.070000 sec): 3 clusters
  Score: Raw -3798645.108584 + Penalty 11763.415034 = -3786881.693550
  nChanged 8
		SP:Iteration 56Q (57565.170000 sec): 3 clusters
  Score: Raw -3798647.125698 + Penalty 11763.415034 = -3786883.710664
  nChanged 4
		SP:Iteration 57Q (57565.260000 sec): 3 clusters
  Score: Raw -3798648.346096 + Penalty 11763.415034 = -3786884.931062
  nChanged 4
		SP:Iteration 58Q (57565.360000 sec): 3 clusters
  Score: Raw -3798649.159855 + Penalty 11763.415034 = -3786885.744821
  nChanged 0
		SP:Iteration 59F (57565.470000 sec): 3 clusters
  Score: Raw -3798649.159855 + Penalty 11763.415034 = -3786885.744821
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (61991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57565.900000 sec): 2 clusters
  Score: Raw -16563994.598328 + Penalty 6758.781001 = -16557235.817326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57566.370000 sec): 3 clusters
  Score: Raw -16527445.678164 + Penalty 13517.562003 = -16513928.116161
  nChanged 27606
		SP:Iteration 1F (57566.840000 sec): 3 clusters
  Score: Raw -16542218.720858 + Penalty 13517.562003 = -16528701.158855
  nChanged 2845
		SP:Iteration 2Q (57567.310000 sec): 3 clusters
  Score: Raw -16543094.275915 + Penalty 13517.562003 = -16529576.713912
  nChanged 2436
		SP:Iteration 3Q (57567.790000 sec): 3 clusters
  Score: Raw -16543818.898029 + Penalty 13517.562003 = -16530301.336026
  nChanged 2201
		SP:Iteration 4Q (57568.260000 sec): 3 clusters
  Score: Raw -16544454.883934 + Penalty 13517.562003 = -16530937.321931
  nChanged 2053
		SP:Iteration 5Q (57568.730000 sec): 3 clusters
  Score: Raw -16545059.499728 + Penalty 13517.562003 = -16531541.937725
  nChanged 1984
		SP:Iteration 6Q (57569.210000 sec): 3 clusters
  Score: Raw -16545729.150151 + Penalty 13517.562003 = -16532211.588148
  nChanged 2214
		SP:Iteration 7Q (57569.680000 sec): 3 clusters
  Score: Raw -16546600.071385 + Penalty 13517.562003 = -16533082.509382
  nChanged 2577
		SP:Iteration 8Q (57570.150000 sec): 3 clusters
  Score: Raw -16547802.660545 + Penalty 13517.562003 = -16534285.098542
  nChanged 3144
		SP:Iteration 9F (57570.620000 sec): 3 clusters
  Score: Raw -16549683.495398 + Penalty 13517.562003 = -16536165.933395
  nChanged 3812
		SP:Iteration 10F (57571.090000 sec): 3 clusters
  Score: Raw -16552504.204022 + Penalty 13517.562003 = -16538986.642019
  nChanged 4189
		SP:Iteration 11F (57571.560000 sec): 3 clusters
  Score: Raw -16556109.598510 + Penalty 13517.562003 = -16542592.036507
  nChanged 3869
		SP:Iteration 12F (57572.030000 sec): 3 clusters
  Score: Raw -16559756.186773 + Penalty 13517.562003 = -16546238.624771
  nChanged 2900
		SP:Iteration 13Q (57572.500000 sec): 3 clusters
  Score: Raw -16562428.258873 + Penalty 13517.562003 = -16548910.696870
  nChanged 1830
		SP:Iteration 14Q (57572.950000 sec): 3 clusters
  Score: Raw -16563876.158941 + Penalty 13517.562003 = -16550358.596938
  nChanged 1143
		SP:Iteration 15Q (57573.370000 sec): 3 clusters
  Score: Raw -16564577.095223 + Penalty 13517.562003 = -16551059.533220
  nChanged 727
		SP:Iteration 16Q (57573.770000 sec): 3 clusters
  Score: Raw -16564905.396670 + Penalty 13517.562003 = -16551387.834667
  nChanged 440
		SP:Iteration 17Q (57574.170000 sec): 3 clusters
  Score: Raw -16565049.471112 + Penalty 13517.562003 = -16551531.909109
  nChanged 288
		SP:Iteration 18Q (57574.570000 sec): 3 clusters
  Score: Raw -16565130.869416 + Penalty 13517.562003 = -16551613.307413
  nChanged 213
		SP:Iteration 19Q (57574.950000 sec): 3 clusters
  Score: Raw -16565187.874225 + Penalty 13517.562003 = -16551670.312222
  nChanged 179
		SP:Iteration 20F (57575.420000 sec): 3 clusters
  Score: Raw -16565233.002441 + Penalty 13517.562003 = -16551715.440438
  nChanged 149
		SP:Iteration 21Q (57575.810000 sec): 3 clusters
  Score: Raw -16565269.902666 + Penalty 13517.562003 = -16551752.340663
  nChanged 124
		SP:Iteration 22Q (57576.200000 sec): 3 clusters
  Score: Raw -16565299.217132 + Penalty 13517.562003 = -16551781.655129
  nChanged 93
		SP:Iteration 23Q (57576.580000 sec): 3 clusters
  Score: Raw -16565318.224824 + Penalty 13517.562003 = -16551800.662821
  nChanged 76
		SP:Iteration 24Q (57576.960000 sec): 3 clusters
  Score: Raw -16565334.706548 + Penalty 13517.562003 = -16551817.144545
  nChanged 68
		SP:Iteration 25Q (57577.340000 sec): 3 clusters
  Score: Raw -16565348.537180 + Penalty 13517.562003 = -16551830.975177
  nChanged 49
		SP:Iteration 26Q (57577.720000 sec): 3 clusters
  Score: Raw -16565357.940374 + Penalty 13517.562003 = -16551840.378371
  nChanged 47
		SP:Iteration 27Q (57578.100000 sec): 3 clusters
  Score: Raw -16565366.879162 + Penalty 13517.562003 = -16551849.317159
  nChanged 50
		SP:Iteration 28Q (57578.480000 sec): 3 clusters
  Score: Raw -16565376.025137 + Penalty 13517.562003 = -16551858.463134
  nChanged 40
		SP:Iteration 29Q (57578.860000 sec): 3 clusters
  Score: Raw -16565382.779358 + Penalty 13517.562003 = -16551865.217355
  nChanged 28
		SP:Iteration 30Q (57579.240000 sec): 3 clusters
  Score: Raw -16565387.863719 + Penalty 13517.562003 = -16551870.301716
  nChanged 26
		SP:Iteration 31Q (57579.610000 sec): 3 clusters
  Score: Raw -16565392.348348 + Penalty 13517.562003 = -16551874.786345
  nChanged 13
		SP:Iteration 32Q (57579.990000 sec): 3 clusters
  Score: Raw -16565395.145838 + Penalty 13517.562003 = -16551877.583835
  nChanged 18
		SP:Iteration 33Q (57580.360000 sec): 3 clusters
  Score: Raw -16565398.124769 + Penalty 13517.562003 = -16551880.562766
  nChanged 21
		SP:Iteration 34Q (57580.740000 sec): 3 clusters
  Score: Raw -16565402.553088 + Penalty 13517.562003 = -16551884.991085
  nChanged 23
		SP:Iteration 35Q (57581.120000 sec): 3 clusters
  Score: Raw -16565406.518243 + Penalty 13517.562003 = -16551888.956240
  nChanged 18
		SP:Iteration 36Q (57581.500000 sec): 3 clusters
  Score: Raw -16565408.998505 + Penalty 13517.562003 = -16551891.436502
  nChanged 13
		SP:Iteration 37Q (57581.880000 sec): 3 clusters
  Score: Raw -16565411.332495 + Penalty 13517.562003 = -16551893.770492
  nChanged 9
		SP:Iteration 38Q (57582.260000 sec): 3 clusters
  Score: Raw -16565412.765779 + Penalty 13517.562003 = -16551895.203776
  nChanged 11
		SP:Iteration 39Q (57582.640000 sec): 3 clusters
  Score: Raw -16565415.026251 + Penalty 13517.562003 = -16551897.464248
  nChanged 8
		SP:Iteration 40F (57583.100000 sec): 3 clusters
  Score: Raw -16565416.099364 + Penalty 13517.562003 = -16551898.537361
  nChanged 14
		SP:Iteration 41Q (57583.480000 sec): 3 clusters
  Score: Raw -16565418.169891 + Penalty 13517.562003 = -16551900.607888
  nChanged 15
		SP:Iteration 42Q (57583.860000 sec): 3 clusters
  Score: Raw -16565421.421143 + Penalty 13517.562003 = -16551903.859140
  nChanged 17
		SP:Iteration 43Q (57584.230000 sec): 3 clusters
  Score: Raw -16565423.970014 + Penalty 13517.562003 = -16551906.408011
  nChanged 12
		SP:Iteration 44Q (57584.610000 sec): 3 clusters
  Score: Raw -16565425.647323 + Penalty 13517.562003 = -16551908.085320
  nChanged 6
		SP:Iteration 45Q (57584.980000 sec): 3 clusters
  Score: Raw -16565426.473626 + Penalty 13517.562003 = -16551908.911623
  nChanged 11
		SP:Iteration 46Q (57585.360000 sec): 3 clusters
  Score: Raw -16565428.065838 + Penalty 13517.562003 = -16551910.503835
  nChanged 7
		SP:Iteration 47Q (57585.740000 sec): 3 clusters
  Score: Raw -16565429.507771 + Penalty 13517.562003 = -16551911.945768
  nChanged 11
		SP:Iteration 48Q (57586.110000 sec): 3 clusters
  Score: Raw -16565431.187673 + Penalty 13517.562003 = -16551913.625670
  nChanged 14
		SP:Iteration 49Q (57586.490000 sec): 3 clusters
  Score: Raw -16565432.737971 + Penalty 13517.562003 = -16551915.175968
  nChanged 7
		SP:Iteration 50Q (57586.860000 sec): 3 clusters
  Score: Raw -16565433.867553 + Penalty 13517.562003 = -16551916.305550
  nChanged 8
		SP:Iteration 51Q (57587.240000 sec): 3 clusters
  Score: Raw -16565435.259487 + Penalty 13517.562003 = -16551917.697484
  nChanged 8
		SP:Iteration 52Q (57587.620000 sec): 3 clusters
  Score: Raw -16565436.724706 + Penalty 13517.562003 = -16551919.162703
  nChanged 8
		SP:Iteration 53Q (57587.990000 sec): 3 clusters
  Score: Raw -16565438.046900 + Penalty 13517.562003 = -16551920.484897
  nChanged 7
		SP:Iteration 54Q (57588.370000 sec): 3 clusters
  Score: Raw -16565439.230874 + Penalty 13517.562003 = -16551921.668871
  nChanged 9
		SP:Iteration 55Q (57588.740000 sec): 3 clusters
  Score: Raw -16565440.696524 + Penalty 13517.562003 = -16551923.134522
  nChanged 13
		SP:Iteration 56Q (57589.120000 sec): 3 clusters
  Score: Raw -16565442.574528 + Penalty 13517.562003 = -16551925.012525
  nChanged 6
		SP:Iteration 57Q (57589.500000 sec): 3 clusters
  Score: Raw -16565443.428281 + Penalty 13517.562003 = -16551925.866278
  nChanged 3
		SP:Iteration 58Q (57589.870000 sec): 3 clusters
  Score: Raw -16565443.918986 + Penalty 13517.562003 = -16551926.356983
  nChanged 4
		SP:Iteration 59Q (57590.250000 sec): 3 clusters
  Score: Raw -16565444.299051 + Penalty 13517.562003 = -16551926.737048
  nChanged 4
		SP:Iteration 60F (57590.720000 sec): 3 clusters
  Score: Raw -16565444.828485 + Penalty 13517.562003 = -16551927.266482
  nChanged 7
		SP:Iteration 61Q (57591.090000 sec): 3 clusters
  Score: Raw -16565445.728083 + Penalty 13517.562003 = -16551928.166080
  nChanged 5
		SP:Iteration 62Q (57591.470000 sec): 3 clusters
  Score: Raw -16565446.388255 + Penalty 13517.562003 = -16551928.826252
  nChanged 5
		SP:Iteration 63Q (57591.840000 sec): 3 clusters
  Score: Raw -16565446.871832 + Penalty 13517.562003 = -16551929.309829
  nChanged 2
		SP:Iteration 64Q (57592.220000 sec): 3 clusters
  Score: Raw -16565447.176764 + Penalty 13517.562003 = -16551929.614761
  nChanged 2
		SP:Iteration 65Q (57592.590000 sec): 3 clusters
  Score: Raw -16565447.775082 + Penalty 13517.562003 = -16551930.213079
  nChanged 3
		SP:Iteration 66Q (57592.970000 sec): 3 clusters
  Score: Raw -16565448.233768 + Penalty 13517.562003 = -16551930.671765
  nChanged 5
		SP:Iteration 67Q (57593.340000 sec): 3 clusters
  Score: Raw -16565448.955997 + Penalty 13517.562003 = -16551931.393994
  nChanged 5
		SP:Iteration 68Q (57593.720000 sec): 3 clusters
  Score: Raw -16565449.547776 + Penalty 13517.562003 = -16551931.985773
  nChanged 3
		SP:Iteration 69Q (57594.100000 sec): 3 clusters
  Score: Raw -16565449.959274 + Penalty 13517.562003 = -16551932.397271
  nChanged 4
		SP:Iteration 70Q (57594.470000 sec): 3 clusters
  Score: Raw -16565450.466163 + Penalty 13517.562003 = -16551932.904160
  nChanged 4
		SP:Iteration 71Q (57594.850000 sec): 3 clusters
  Score: Raw -16565450.962053 + Penalty 13517.562003 = -16551933.400050
  nChanged 4
		SP:Iteration 72Q (57595.220000 sec): 3 clusters
  Score: Raw -16565451.580678 + Penalty 13517.562003 = -16551934.018676
  nChanged 7
		SP:Iteration 73Q (57595.600000 sec): 3 clusters
  Score: Raw -16565452.904865 + Penalty 13517.562003 = -16551935.342862
  nChanged 11
		SP:Iteration 74Q (57595.970000 sec): 3 clusters
  Score: Raw -16565454.962072 + Penalty 13517.562003 = -16551937.400069
  nChanged 18
		SP:Iteration 75Q (57596.350000 sec): 3 clusters
  Score: Raw -16565458.085167 + Penalty 13517.562003 = -16551940.523164
  nChanged 11
		SP:Iteration 76Q (57596.720000 sec): 3 clusters
  Score: Raw -16565459.681051 + Penalty 13517.562003 = -16551942.119049
  nChanged 12
		SP:Iteration 77Q (57597.100000 sec): 3 clusters
  Score: Raw -16565461.667148 + Penalty 13517.562003 = -16551944.105145
  nChanged 11
		SP:Iteration 78Q (57597.480000 sec): 3 clusters
  Score: Raw -16565463.021732 + Penalty 13517.562003 = -16551945.459729
  nChanged 8
		SP:Iteration 79Q (57597.850000 sec): 3 clusters
  Score: Raw -16565463.815966 + Penalty 13517.562003 = -16551946.253963
  nChanged 9
		SP:Iteration 80F (57598.320000 sec): 3 clusters
  Score: Raw -16565464.964936 + Penalty 13517.562003 = -16551947.402933
  nChanged 6
		SP:Iteration 81Q (57598.700000 sec): 3 clusters
  Score: Raw -16565466.074199 + Penalty 13517.562003 = -16551948.512196
  nChanged 10
		SP:Iteration 82Q (57599.070000 sec): 3 clusters
  Score: Raw -16565467.414526 + Penalty 13517.562003 = -16551949.852523
  nChanged 14
		SP:Iteration 83Q (57599.440000 sec): 3 clusters
  Score: Raw -16565469.492548 + Penalty 13517.562003 = -16551951.930545
  nChanged 18
		SP:Iteration 84Q (57599.820000 sec): 3 clusters
  Score: Raw -16565472.966034 + Penalty 13517.562003 = -16551955.404031
  nChanged 16
		SP:Iteration 85Q (57600.200000 sec): 3 clusters
  Score: Raw -16565476.145414 + Penalty 13517.562003 = -16551958.583411
  nChanged 19
		SP:Iteration 86Q (57600.570000 sec): 3 clusters
  Score: Raw -16565478.954822 + Penalty 13517.562003 = -16551961.392819
  nChanged 14
		SP:Iteration 87Q (57600.940000 sec): 3 clusters
  Score: Raw -16565481.599481 + Penalty 13517.562003 = -16551964.037478
  nChanged 21
		SP:Iteration 88Q (57601.320000 sec): 3 clusters
  Score: Raw -16565485.088018 + Penalty 13517.562003 = -16551967.526015
  nChanged 15
		SP:Iteration 89Q (57601.690000 sec): 3 clusters
  Score: Raw -16565487.568872 + Penalty 13517.562003 = -16551970.006869
  nChanged 13
		SP:Iteration 90Q (57602.070000 sec): 3 clusters
  Score: Raw -16565489.771477 + Penalty 13517.562003 = -16551972.209474
  nChanged 15
		SP:Iteration 91Q (57602.440000 sec): 3 clusters
  Score: Raw -16565492.399302 + Penalty 13517.562003 = -16551974.837299
  nChanged 20
		SP:Iteration 92Q (57602.820000 sec): 3 clusters
  Score: Raw -16565496.036188 + Penalty 13517.562003 = -16551978.474185
  nChanged 16
		SP:Iteration 93Q (57603.190000 sec): 3 clusters
  Score: Raw -16565498.704616 + Penalty 13517.562003 = -16551981.142613
  nChanged 12
		SP:Iteration 94Q (57603.560000 sec): 3 clusters
  Score: Raw -16565500.626282 + Penalty 13517.562003 = -16551983.064279
  nChanged 11
		SP:Iteration 95Q (57603.940000 sec): 3 clusters
  Score: Raw -16565502.812817 + Penalty 13517.562003 = -16551985.250814
  nChanged 11
		SP:Iteration 96Q (57604.310000 sec): 3 clusters
  Score: Raw -16565504.206102 + Penalty 13517.562003 = -16551986.644099
  nChanged 7
		SP:Iteration 97Q (57604.680000 sec): 3 clusters
  Score: Raw -16565505.272926 + Penalty 13517.562003 = -16551987.710923
  nChanged 6
		SP:Iteration 98Q (57605.060000 sec): 3 clusters
  Score: Raw -16565506.413455 + Penalty 13517.562003 = -16551988.851452
  nChanged 7
		SP:Iteration 99Q (57605.440000 sec): 3 clusters
  Score: Raw -16565507.735999 + Penalty 13517.562003 = -16551990.173996
  nChanged 9
		SP:Iteration 100F (57605.900000 sec): 3 clusters
  Score: Raw -16565509.392750 + Penalty 13517.562003 = -16551991.830747
  nChanged 11
		SP:Iteration 101Q (57606.280000 sec): 3 clusters
  Score: Raw -16565511.098377 + Penalty 13517.562003 = -16551993.536374
  nChanged 10
		SP:Iteration 102Q (57606.650000 sec): 3 clusters
  Score: Raw -16565512.848354 + Penalty 13517.562003 = -16551995.286351
  nChanged 8
		SP:Iteration 103Q (57607.020000 sec): 3 clusters
  Score: Raw -16565513.849935 + Penalty 13517.562003 = -16551996.287932
  nChanged 6
		SP:Iteration 104Q (57607.400000 sec): 3 clusters
  Score: Raw -16565514.783726 + Penalty 13517.562003 = -16551997.221723
  nChanged 2
		SP:Iteration 105Q (57607.770000 sec): 3 clusters
  Score: Raw -16565515.092675 + Penalty 13517.562003 = -16551997.530672
  nChanged 1
		SP:Iteration 106Q (57608.150000 sec): 3 clusters
  Score: Raw -16565515.221957 + Penalty 13517.562003 = -16551997.659954
  nChanged 3
		SP:Iteration 107Q (57608.520000 sec): 3 clusters
  Score: Raw -16565515.882516 + Penalty 13517.562003 = -16551998.320513
  nChanged 4
		SP:Iteration 108Q (57608.890000 sec): 3 clusters
  Score: Raw -16565516.890535 + Penalty 13517.562003 = -16551999.328532
  nChanged 5
		SP:Iteration 109Q (57609.270000 sec): 3 clusters
  Score: Raw -16565518.029785 + Penalty 13517.562003 = -16552000.467782
  nChanged 8
		SP:Iteration 110Q (57609.640000 sec): 3 clusters
  Score: Raw -16565519.349110 + Penalty 13517.562003 = -16552001.787107
  nChanged 9
		SP:Iteration 111Q (57610.010000 sec): 3 clusters
  Score: Raw -16565521.138282 + Penalty 13517.562003 = -16552003.576279
  nChanged 11
		SP:Iteration 112Q (57610.390000 sec): 3 clusters
  Score: Raw -16565523.137071 + Penalty 13517.562003 = -16552005.575068
  nChanged 10
		SP:Iteration 113Q (57610.760000 sec): 3 clusters
  Score: Raw -16565524.825434 + Penalty 13517.562003 = -16552007.263431
  nChanged 6
		SP:Iteration 114Q (57611.130000 sec): 3 clusters
  Score: Raw -16565525.766608 + Penalty 13517.562003 = -16552008.204605
  nChanged 5
		SP:Iteration 115Q (57611.510000 sec): 3 clusters
  Score: Raw -16565526.504972 + Penalty 13517.562003 = -16552008.942969
  nChanged 7
		SP:Iteration 116Q (57611.880000 sec): 3 clusters
  Score: Raw -16565527.759842 + Penalty 13517.562003 = -16552010.197839
  nChanged 7
		SP:Iteration 117Q (57612.250000 sec): 3 clusters
  Score: Raw -16565528.935270 + Penalty 13517.562003 = -16552011.373267
  nChanged 11
		SP:Iteration 118Q (57612.630000 sec): 3 clusters
  Score: Raw -16565531.207903 + Penalty 13517.562003 = -16552013.645900
  nChanged 11
		SP:Iteration 119Q (57613.000000 sec): 3 clusters
  Score: Raw -16565532.952497 + Penalty 13517.562003 = -16552015.390494
  nChanged 6
		SP:Iteration 120F (57613.470000 sec): 3 clusters
  Score: Raw -16565534.560914 + Penalty 13517.562003 = -16552016.998911
  nChanged 11
		SP:Iteration 121Q (57613.840000 sec): 3 clusters
  Score: Raw -16565536.588260 + Penalty 13517.562003 = -16552019.026257
  nChanged 13
		SP:Iteration 122Q (57614.210000 sec): 3 clusters
  Score: Raw -16565538.886876 + Penalty 13517.562003 = -16552021.324873
  nChanged 12
		SP:Iteration 123Q (57614.590000 sec): 3 clusters
  Score: Raw -16565541.127770 + Penalty 13517.562003 = -16552023.565767
  nChanged 17
		SP:Iteration 124Q (57614.960000 sec): 3 clusters
  Score: Raw -16565544.723029 + Penalty 13517.562003 = -16552027.161026
  nChanged 14
		SP:Iteration 125Q (57615.330000 sec): 3 clusters
  Score: Raw -16565546.931371 + Penalty 13517.562003 = -16552029.369369
  nChanged 10
		SP:Iteration 126Q (57615.700000 sec): 3 clusters
  Score: Raw -16565548.126483 + Penalty 13517.562003 = -16552030.564480
  nChanged 3
		SP:Iteration 127Q (57616.080000 sec): 3 clusters
  Score: Raw -16565548.649157 + Penalty 13517.562003 = -16552031.087155
  nChanged 3
		SP:Iteration 128Q (57616.450000 sec): 3 clusters
  Score: Raw -16565549.403144 + Penalty 13517.562003 = -16552031.841141
  nChanged 7
		SP:Iteration 129Q (57616.830000 sec): 3 clusters
  Score: Raw -16565550.430959 + Penalty 13517.562003 = -16552032.868956
  nChanged 9
		SP:Iteration 130Q (57617.200000 sec): 3 clusters
  Score: Raw -16565552.383612 + Penalty 13517.562003 = -16552034.821610
  nChanged 9
		SP:Iteration 131Q (57617.570000 sec): 3 clusters
  Score: Raw -16565553.621638 + Penalty 13517.562003 = -16552036.059635
  nChanged 6
		SP:Iteration 132Q (57617.940000 sec): 3 clusters
  Score: Raw -16565554.591892 + Penalty 13517.562003 = -16552037.029889
  nChanged 8
		SP:Iteration 133Q (57618.320000 sec): 3 clusters
  Score: Raw -16565555.943217 + Penalty 13517.562003 = -16552038.381214
  nChanged 7
		SP:Iteration 134Q (57618.690000 sec): 3 clusters
  Score: Raw -16565557.072327 + Penalty 13517.562003 = -16552039.510324
  nChanged 7
		SP:Iteration 135Q (57619.060000 sec): 3 clusters
  Score: Raw -16565558.052093 + Penalty 13517.562003 = -16552040.490090
  nChanged 12
		SP:Iteration 136Q (57619.430000 sec): 3 clusters
  Score: Raw -16565560.009117 + Penalty 13517.562003 = -16552042.447114
  nChanged 6
		SP:Iteration 137Q (57619.810000 sec): 3 clusters
  Score: Raw -16565561.568465 + Penalty 13517.562003 = -16552044.006462
  nChanged 7
		SP:Iteration 138Q (57620.180000 sec): 3 clusters
  Score: Raw -16565562.788470 + Penalty 13517.562003 = -16552045.226467
  nChanged 10
		SP:Iteration 139Q (57620.550000 sec): 3 clusters
  Score: Raw -16565564.530119 + Penalty 13517.562003 = -16552046.968116
  nChanged 12
		SP:Iteration 140F (57621.020000 sec): 3 clusters
  Score: Raw -16565566.061334 + Penalty 13517.562003 = -16552048.499331
  nChanged 9
		SP:Iteration 141Q (57621.390000 sec): 3 clusters
  Score: Raw -16565567.243701 + Penalty 13517.562003 = -16552049.681698
  nChanged 12
		SP:Iteration 142Q (57621.770000 sec): 3 clusters
  Score: Raw -16565569.153002 + Penalty 13517.562003 = -16552051.590999
  nChanged 14
		SP:Iteration 143Q (57622.140000 sec): 3 clusters
  Score: Raw -16565571.607051 + Penalty 13517.562003 = -16552054.045048
  nChanged 12
		SP:Iteration 144Q (57622.510000 sec): 3 clusters
  Score: Raw -16565573.591176 + Penalty 13517.562003 = -16552056.029173
  nChanged 13
		SP:Iteration 145Q (57622.880000 sec): 3 clusters
  Score: Raw -16565576.409225 + Penalty 13517.562003 = -16552058.847222
  nChanged 12
		SP:Iteration 146Q (57623.250000 sec): 3 clusters
  Score: Raw -16565578.629680 + Penalty 13517.562003 = -16552061.067677
  nChanged 13
		SP:Iteration 147Q (57623.620000 sec): 3 clusters
  Score: Raw -16565581.432668 + Penalty 13517.562003 = -16552063.870665
  nChanged 14
		SP:Iteration 148Q (57623.990000 sec): 3 clusters
  Score: Raw -16565584.328362 + Penalty 13517.562003 = -16552066.766359
  nChanged 18
		SP:Iteration 149Q (57624.370000 sec): 3 clusters
  Score: Raw -16565587.242200 + Penalty 13517.562003 = -16552069.680197
  nChanged 15
		SP:Iteration 150Q (57624.740000 sec): 3 clusters
  Score: Raw -16565590.200828 + Penalty 13517.562003 = -16552072.638825
  nChanged 15
		SP:Iteration 151Q (57625.110000 sec): 3 clusters
  Score: Raw -16565593.017054 + Penalty 13517.562003 = -16552075.455051
  nChanged 18
		SP:Iteration 152Q (57625.480000 sec): 3 clusters
  Score: Raw -16565596.426464 + Penalty 13517.562003 = -16552078.864461
  nChanged 22
		SP:Iteration 153Q (57625.850000 sec): 3 clusters
  Score: Raw -16565601.941422 + Penalty 13517.562003 = -16552084.379419
  nChanged 27
		SP:Iteration 154Q (57626.230000 sec): 3 clusters
  Score: Raw -16565608.821413 + Penalty 13517.562003 = -16552091.259410
  nChanged 35
		SP:Iteration 155Q (57626.600000 sec): 3 clusters
  Score: Raw -16565616.018521 + Penalty 13517.562003 = -16552098.456518
  nChanged 35
		SP:Iteration 156Q (57626.970000 sec): 3 clusters
  Score: Raw -16565622.717452 + Penalty 13517.562003 = -16552105.155449
  nChanged 27
		SP:Iteration 157Q (57627.340000 sec): 3 clusters
  Score: Raw -16565627.913120 + Penalty 13517.562003 = -16552110.351117
  nChanged 32
		SP:Iteration 158Q (57627.710000 sec): 3 clusters
  Score: Raw -16565634.503918 + Penalty 13517.562003 = -16552116.941915
  nChanged 30
		SP:Iteration 159Q (57628.080000 sec): 3 clusters
  Score: Raw -16565639.998642 + Penalty 13517.562003 = -16552122.436639
  nChanged 27
		SP:Iteration 160F (57628.550000 sec): 3 clusters
  Score: Raw -16565644.833965 + Penalty 13517.562003 = -16552127.271962
  nChanged 26
		SP:Iteration 161Q (57628.920000 sec): 3 clusters
  Score: Raw -16565650.322190 + Penalty 13517.562003 = -16552132.760187
  nChanged 21
		SP:Iteration 162Q (57629.290000 sec): 3 clusters
  Score: Raw -16565654.738992 + Penalty 13517.562003 = -16552137.176989
  nChanged 18
		SP:Iteration 163Q (57629.660000 sec): 3 clusters
  Score: Raw -16565658.526831 + Penalty 13517.562003 = -16552140.964828
  nChanged 22
		SP:Iteration 164Q (57630.030000 sec): 3 clusters
  Score: Raw -16565664.199918 + Penalty 13517.562003 = -16552146.637915
  nChanged 23
		SP:Iteration 165Q (57630.410000 sec): 3 clusters
  Score: Raw -16565670.248647 + Penalty 13517.562003 = -16552152.686644
  nChanged 27
		SP:Iteration 166Q (57630.770000 sec): 3 clusters
  Score: Raw -16565675.652618 + Penalty 13517.562003 = -16552158.090615
  nChanged 29
		SP:Iteration 167Q (57631.150000 sec): 3 clusters
  Score: Raw -16565681.498366 + Penalty 13517.562003 = -16552163.936363
  nChanged 23
		SP:Iteration 168Q (57631.520000 sec): 3 clusters
  Score: Raw -16565686.524933 + Penalty 13517.562003 = -16552168.962930
  nChanged 29
		SP:Iteration 169Q (57631.890000 sec): 3 clusters
  Score: Raw -16565691.922678 + Penalty 13517.562003 = -16552174.360675
  nChanged 24
		SP:Iteration 170Q (57632.260000 sec): 3 clusters
  Score: Raw -16565696.600541 + Penalty 13517.562003 = -16552179.038538
  nChanged 18
		SP:Iteration 171Q (57632.630000 sec): 3 clusters
  Score: Raw -16565701.067641 + Penalty 13517.562003 = -16552183.505638
  nChanged 21
		SP:Iteration 172Q (57633.000000 sec): 3 clusters
  Score: Raw -16565705.647330 + Penalty 13517.562003 = -16552188.085327
  nChanged 22
		SP:Iteration 173Q (57633.370000 sec): 3 clusters
  Score: Raw -16565709.951375 + Penalty 13517.562003 = -16552192.389372
  nChanged 25
		SP:Iteration 174Q (57633.730000 sec): 3 clusters
  Score: Raw -16565716.795571 + Penalty 13517.562003 = -16552199.233569
  nChanged 27
		SP:Iteration 175Q (57634.100000 sec): 3 clusters
  Score: Raw -16565722.294050 + Penalty 13517.562003 = -16552204.732047
  nChanged 23
		SP:Iteration 176Q (57634.470000 sec): 3 clusters
  Score: Raw -16565726.370323 + Penalty 13517.562003 = -16552208.808320
  nChanged 23
		SP:Iteration 177Q (57634.840000 sec): 3 clusters
  Score: Raw -16565730.651377 + Penalty 13517.562003 = -16552213.089374
  nChanged 27
		SP:Iteration 178Q (57635.210000 sec): 3 clusters
  Score: Raw -16565737.112762 + Penalty 13517.562003 = -16552219.550760
  nChanged 31
		SP:Iteration 179Q (57635.580000 sec): 3 clusters
  Score: Raw -16565743.289720 + Penalty 13517.562003 = -16552225.727717
  nChanged 19
		SP:Iteration 180F (57636.050000 sec): 3 clusters
  Score: Raw -16565747.097814 + Penalty 13517.562003 = -16552229.535811
  nChanged 25
		SP:Iteration 181Q (57636.410000 sec): 3 clusters
  Score: Raw -16565752.201166 + Penalty 13517.562003 = -16552234.639163
  nChanged 29
		SP:Iteration 182Q (57636.790000 sec): 3 clusters
  Score: Raw -16565757.799088 + Penalty 13517.562003 = -16552240.237085
  nChanged 37
		SP:Iteration 183Q (57637.150000 sec): 3 clusters
  Score: Raw -16565765.745399 + Penalty 13517.562003 = -16552248.183396
  nChanged 37
		SP:Iteration 184Q (57637.520000 sec): 3 clusters
  Score: Raw -16565774.983736 + Penalty 13517.562003 = -16552257.421733
  nChanged 31
		SP:Iteration 185Q (57637.890000 sec): 3 clusters
  Score: Raw -16565782.283682 + Penalty 13517.562003 = -16552264.721679
  nChanged 35
		SP:Iteration 186Q (57638.260000 sec): 3 clusters
  Score: Raw -16565790.138534 + Penalty 13517.562003 = -16552272.576531
  nChanged 35
		SP:Iteration 187Q (57638.630000 sec): 3 clusters
  Score: Raw -16565798.433949 + Penalty 13517.562003 = -16552280.871946
  nChanged 30
		SP:Iteration 188Q (57638.990000 sec): 3 clusters
  Score: Raw -16565806.255487 + Penalty 13517.562003 = -16552288.693484
  nChanged 22
		SP:Iteration 189Q (57639.360000 sec): 3 clusters
  Score: Raw -16565812.424425 + Penalty 13517.562003 = -16552294.862422
  nChanged 29
		SP:Iteration 190Q (57639.730000 sec): 3 clusters
  Score: Raw -16565821.490606 + Penalty 13517.562003 = -16552303.928603
  nChanged 34
		SP:Iteration 191Q (57640.100000 sec): 3 clusters
  Score: Raw -16565830.628499 + Penalty 13517.562003 = -16552313.066496
  nChanged 39
		SP:Iteration 192Q (57640.460000 sec): 3 clusters
  Score: Raw -16565840.457627 + Penalty 13517.562003 = -16552322.895624
  nChanged 39
		SP:Iteration 193Q (57640.830000 sec): 3 clusters
  Score: Raw -16565851.828737 + Penalty 13517.562003 = -16552334.266734
  nChanged 32
		SP:Iteration 194Q (57641.200000 sec): 3 clusters
  Score: Raw -16565859.584681 + Penalty 13517.562003 = -16552342.022678
  nChanged 21
		SP:Iteration 195Q (57641.560000 sec): 3 clusters
  Score: Raw -16565865.091915 + Penalty 13517.562003 = -16552347.529912
  nChanged 23
		SP:Iteration 196Q (57641.930000 sec): 3 clusters
  Score: Raw -16565870.954065 + Penalty 13517.562003 = -16552353.392062
  nChanged 22
		SP:Iteration 197Q (57642.290000 sec): 3 clusters
  Score: Raw -16565876.981338 + Penalty 13517.562003 = -16552359.419335
  nChanged 24
		SP:Iteration 198Q (57642.660000 sec): 3 clusters
  Score: Raw -16565882.161867 + Penalty 13517.562003 = -16552364.599864
  nChanged 21
		SP:Iteration 199Q (57643.020000 sec): 3 clusters
  Score: Raw -16565887.402785 + Penalty 13517.562003 = -16552369.840782
  nChanged 17
		SP:Iteration 200F (57643.490000 sec): 3 clusters
  Score: Raw -16565891.277321 + Penalty 13517.562003 = -16552373.715318
  nChanged 15
		SP:Iteration 201Q (57643.860000 sec): 3 clusters
  Score: Raw -16565894.923175 + Penalty 13517.562003 = -16552377.361172
  nChanged 11
		SP:Iteration 202Q (57644.220000 sec): 3 clusters
  Score: Raw -16565897.703044 + Penalty 13517.562003 = -16552380.141041
  nChanged 13
		SP:Iteration 203Q (57644.590000 sec): 3 clusters
  Score: Raw -16565900.885814 + Penalty 13517.562003 = -16552383.323811
  nChanged 15
		SP:Iteration 204Q (57644.950000 sec): 3 clusters
  Score: Raw -16565904.285745 + Penalty 13517.562003 = -16552386.723742
  nChanged 11
		SP:Iteration 205Q (57645.320000 sec): 3 clusters
  Score: Raw -16565906.844463 + Penalty 13517.562003 = -16552389.282460
  nChanged 12
		SP:Iteration 206Q (57645.690000 sec): 3 clusters
  Score: Raw -16565910.665417 + Penalty 13517.562003 = -16552393.103414
  nChanged 21
		SP:Iteration 207Q (57646.050000 sec): 3 clusters
  Score: Raw -16565915.174357 + Penalty 13517.562003 = -16552397.612354
  nChanged 15
		SP:Iteration 208Q (57646.410000 sec): 3 clusters
  Score: Raw -16565918.705976 + Penalty 13517.562003 = -16552401.143973
  nChanged 12
		SP:Iteration 209Q (57646.780000 sec): 3 clusters
  Score: Raw -16565921.630708 + Penalty 13517.562003 = -16552404.068705
  nChanged 12
		SP:Iteration 210Q (57647.150000 sec): 3 clusters
  Score: Raw -16565924.903153 + Penalty 13517.562003 = -16552407.341150
  nChanged 12
		SP:Iteration 211Q (57647.510000 sec): 3 clusters
  Score: Raw -16565927.783326 + Penalty 13517.562003 = -16552410.221323
  nChanged 13
		SP:Iteration 212Q (57647.880000 sec): 3 clusters
  Score: Raw -16565931.316583 + Penalty 13517.562003 = -16552413.754580
  nChanged 12
		SP:Iteration 213Q (57648.240000 sec): 3 clusters
  Score: Raw -16565933.887285 + Penalty 13517.562003 = -16552416.325282
  nChanged 9
		SP:Iteration 214Q (57648.610000 sec): 3 clusters
  Score: Raw -16565936.690237 + Penalty 13517.562003 = -16552419.128234
  nChanged 12
		SP:Iteration 215Q (57648.970000 sec): 3 clusters
  Score: Raw -16565939.517566 + Penalty 13517.562003 = -16552421.955563
  nChanged 15
		SP:Iteration 216Q (57649.340000 sec): 3 clusters
  Score: Raw -16565943.932745 + Penalty 13517.562003 = -16552426.370742
  nChanged 12
		SP:Iteration 217Q (57649.710000 sec): 3 clusters
  Score: Raw -16565947.436740 + Penalty 13517.562003 = -16552429.874737
  nChanged 17
		SP:Iteration 218Q (57650.070000 sec): 3 clusters
  Score: Raw -16565952.426298 + Penalty 13517.562003 = -16552434.864295
  nChanged 18
		SP:Iteration 219Q (57650.430000 sec): 3 clusters
  Score: Raw -16565957.195568 + Penalty 13517.562003 = -16552439.633565
  nChanged 12
		SP:Iteration 220F (57650.910000 sec): 3 clusters
  Score: Raw -16565960.182926 + Penalty 13517.562003 = -16552442.620923
  nChanged 7
		SP:Iteration 221Q (57651.270000 sec): 3 clusters
  Score: Raw -16565962.039232 + Penalty 13517.562003 = -16552444.477229
  nChanged 6
		SP:Iteration 222Q (57651.640000 sec): 3 clusters
  Score: Raw -16565963.591712 + Penalty 13517.562003 = -16552446.029709
  nChanged 6
		SP:Iteration 223Q (57652.000000 sec): 3 clusters
  Score: Raw -16565965.024972 + Penalty 13517.562003 = -16552447.462969
  nChanged 5
		SP:Iteration 224Q (57652.370000 sec): 3 clusters
  Score: Raw -16565966.037297 + Penalty 13517.562003 = -16552448.475294
  nChanged 3
		SP:Iteration 225Q (57652.730000 sec): 3 clusters
  Score: Raw -16565966.915383 + Penalty 13517.562003 = -16552449.353380
  nChanged 4
		SP:Iteration 226Q (57653.090000 sec): 3 clusters
  Score: Raw -16565968.180549 + Penalty 13517.562003 = -16552450.618546
  nChanged 3
		SP:Iteration 227Q (57653.450000 sec): 3 clusters
  Score: Raw -16565968.804773 + Penalty 13517.562003 = -16552451.242770
  nChanged 1
		SP:Iteration 228Q (57653.790000 sec): 3 clusters
  Score: Raw -16565968.991286 + Penalty 13517.562003 = -16552451.429283
  nChanged 1
		SP:Iteration 229Q (57654.140000 sec): 3 clusters
  Score: Raw -16565969.701527 + Penalty 13517.562003 = -16552452.139524
  nChanged 2
		SP:Iteration 230Q (57654.490000 sec): 3 clusters
  Score: Raw -16565970.287365 + Penalty 13517.562003 = -16552452.725362
  nChanged 2
		SP:Iteration 231Q (57654.830000 sec): 3 clusters
  Score: Raw -16565970.613481 + Penalty 13517.562003 = -16552453.051478
  nChanged 0
		SP:Iteration 232F (57655.280000 sec): 3 clusters
  Score: Raw -16565970.613481 + Penalty 13517.562003 = -16552453.051478
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (17097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57655.420000 sec): 2 clusters
  Score: Raw -4529704.926361 + Penalty 5969.828202 = -4523735.098159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57655.550000 sec): 3 clusters
  Score: Raw -4521036.171781 + Penalty 11939.656403 = -4509096.515377
  nChanged 6792
		SP:Iteration 1F (57655.670000 sec): 3 clusters
  Score: Raw -4524689.577082 + Penalty 11939.656403 = -4512749.920679
  nChanged 1178
		SP:Iteration 2F (57655.790000 sec): 3 clusters
  Score: Raw -4525298.704317 + Penalty 11939.656403 = -4513359.047914
  nChanged 878
		SP:Iteration 3F (57655.920000 sec): 3 clusters
  Score: Raw -4525708.774781 + Penalty 11939.656403 = -4513769.118377
  nChanged 628
		SP:Iteration 4Q (57656.040000 sec): 3 clusters
  Score: Raw -4526001.352027 + Penalty 11939.656403 = -4514061.695624
  nChanged 535
		SP:Iteration 5Q (57656.170000 sec): 3 clusters
  Score: Raw -4526266.549439 + Penalty 11939.656403 = -4514326.893036
  nChanged 526
		SP:Iteration 6Q (57656.290000 sec): 3 clusters
  Score: Raw -4526515.869662 + Penalty 11939.656403 = -4514576.213259
  nChanged 525
		SP:Iteration 7Q (57656.410000 sec): 3 clusters
  Score: Raw -4526806.692632 + Penalty 11939.656403 = -4514867.036229
  nChanged 576
		SP:Iteration 8Q (57656.540000 sec): 3 clusters
  Score: Raw -4527125.248791 + Penalty 11939.656403 = -4515185.592388
  nChanged 576
		SP:Iteration 9Q (57656.660000 sec): 3 clusters
  Score: Raw -4527463.107479 + Penalty 11939.656403 = -4515523.451075
  nChanged 619
		SP:Iteration 10Q (57656.780000 sec): 3 clusters
  Score: Raw -4527845.376255 + Penalty 11939.656403 = -4515905.719851
  nChanged 639
		SP:Iteration 11Q (57656.910000 sec): 3 clusters
  Score: Raw -4528242.812401 + Penalty 11939.656403 = -4516303.155997
  nChanged 616
		SP:Iteration 12Q (57657.030000 sec): 3 clusters
  Score: Raw -4528628.142968 + Penalty 11939.656403 = -4516688.486564
  nChanged 559
		SP:Iteration 13Q (57657.150000 sec): 3 clusters
  Score: Raw -4528958.700708 + Penalty 11939.656403 = -4517019.044305
  nChanged 513
		SP:Iteration 14Q (57657.270000 sec): 3 clusters
  Score: Raw -4529262.727115 + Penalty 11939.656403 = -4517323.070712
  nChanged 422
		SP:Iteration 15Q (57657.390000 sec): 3 clusters
  Score: Raw -4529502.755926 + Penalty 11939.656403 = -4517563.099523
  nChanged 365
		SP:Iteration 16Q (57657.510000 sec): 3 clusters
  Score: Raw -4529708.703116 + Penalty 11939.656403 = -4517769.046712
  nChanged 295
		SP:Iteration 17Q (57657.630000 sec): 3 clusters
  Score: Raw -4529871.301744 + Penalty 11939.656403 = -4517931.645340
  nChanged 260
		SP:Iteration 18Q (57657.740000 sec): 3 clusters
  Score: Raw -4530013.177849 + Penalty 11939.656403 = -4518073.521446
  nChanged 219
		SP:Iteration 19Q (57657.860000 sec): 3 clusters
  Score: Raw -4530127.589943 + Penalty 11939.656403 = -4518187.933540
  nChanged 164
		SP:Iteration 20F (57657.980000 sec): 3 clusters
  Score: Raw -4530211.305308 + Penalty 11939.656403 = -4518271.648905
  nChanged 131
		SP:Iteration 21Q (57658.100000 sec): 3 clusters
  Score: Raw -4530278.192465 + Penalty 11939.656403 = -4518338.536062
  nChanged 114
		SP:Iteration 22Q (57658.220000 sec): 3 clusters
  Score: Raw -4530343.616873 + Penalty 11939.656403 = -4518403.960470
  nChanged 103
		SP:Iteration 23Q (57658.330000 sec): 3 clusters
  Score: Raw -4530402.117729 + Penalty 11939.656403 = -4518462.461325
  nChanged 78
		SP:Iteration 24Q (57658.450000 sec): 3 clusters
  Score: Raw -4530442.525533 + Penalty 11939.656403 = -4518502.869129
  nChanged 57
		SP:Iteration 25Q (57658.570000 sec): 3 clusters
  Score: Raw -4530469.440349 + Penalty 11939.656403 = -4518529.783945
  nChanged 50
		SP:Iteration 26Q (57658.680000 sec): 3 clusters
  Score: Raw -4530497.152452 + Penalty 11939.656403 = -4518557.496048
  nChanged 52
		SP:Iteration 27Q (57658.800000 sec): 3 clusters
  Score: Raw -4530527.881681 + Penalty 11939.656403 = -4518588.225278
  nChanged 45
		SP:Iteration 28Q (57658.910000 sec): 3 clusters
  Score: Raw -4530551.674015 + Penalty 11939.656403 = -4518612.017611
  nChanged 32
		SP:Iteration 29Q (57659.030000 sec): 3 clusters
  Score: Raw -4530568.453022 + Penalty 11939.656403 = -4518628.796618
  nChanged 28
		SP:Iteration 30Q (57659.140000 sec): 3 clusters
  Score: Raw -4530582.344560 + Penalty 11939.656403 = -4518642.688157
  nChanged 27
		SP:Iteration 31Q (57659.250000 sec): 3 clusters
  Score: Raw -4530594.162355 + Penalty 11939.656403 = -4518654.505952
  nChanged 31
		SP:Iteration 32Q (57659.370000 sec): 3 clusters
  Score: Raw -4530608.363766 + Penalty 11939.656403 = -4518668.707362
  nChanged 25
		SP:Iteration 33Q (57659.480000 sec): 3 clusters
  Score: Raw -4530621.514253 + Penalty 11939.656403 = -4518681.857850
  nChanged 28
		SP:Iteration 34Q (57659.590000 sec): 3 clusters
  Score: Raw -4530637.054996 + Penalty 11939.656403 = -4518697.398592
  nChanged 29
		SP:Iteration 35Q (57659.710000 sec): 3 clusters
  Score: Raw -4530651.421120 + Penalty 11939.656403 = -4518711.764716
  nChanged 19
		SP:Iteration 36Q (57659.820000 sec): 3 clusters
  Score: Raw -4530659.113844 + Penalty 11939.656403 = -4518719.457441
  nChanged 15
		SP:Iteration 37Q (57659.930000 sec): 3 clusters
  Score: Raw -4530665.261491 + Penalty 11939.656403 = -4518725.605088
  nChanged 15
		SP:Iteration 38Q (57660.050000 sec): 3 clusters
  Score: Raw -4530672.119305 + Penalty 11939.656403 = -4518732.462901
  nChanged 12
		SP:Iteration 39Q (57660.160000 sec): 3 clusters
  Score: Raw -4530676.971131 + Penalty 11939.656403 = -4518737.314728
  nChanged 3
		SP:Iteration 40F (57660.280000 sec): 3 clusters
  Score: Raw -4530678.529054 + Penalty 11939.656403 = -4518738.872650
  nChanged 4
		SP:Iteration 41Q (57660.400000 sec): 3 clusters
  Score: Raw -4530680.254481 + Penalty 11939.656403 = -4518740.598077
  nChanged 3
		SP:Iteration 42Q (57660.510000 sec): 3 clusters
  Score: Raw -4530681.445377 + Penalty 11939.656403 = -4518741.788974
  nChanged 3
		SP:Iteration 43Q (57660.630000 sec): 3 clusters
  Score: Raw -4530682.972273 + Penalty 11939.656403 = -4518743.315870
  nChanged 5
		SP:Iteration 44Q (57660.740000 sec): 3 clusters
  Score: Raw -4530685.822980 + Penalty 11939.656403 = -4518746.166577
  nChanged 6
		SP:Iteration 45Q (57660.850000 sec): 3 clusters
  Score: Raw -4530688.216808 + Penalty 11939.656403 = -4518748.560404
  nChanged 2
		SP:Iteration 46Q (57660.960000 sec): 3 clusters
  Score: Raw -4530688.955782 + Penalty 11939.656403 = -4518749.299378
  nChanged 2
		SP:Iteration 47Q (57661.070000 sec): 3 clusters
  Score: Raw -4530689.551269 + Penalty 11939.656403 = -4518749.894865
  nChanged 2
		SP:Iteration 48Q (57661.190000 sec): 3 clusters
  Score: Raw -4530690.036573 + Penalty 11939.656403 = -4518750.380170
  nChanged 1
		SP:Iteration 49Q (57661.300000 sec): 3 clusters
  Score: Raw -4530690.872449 + Penalty 11939.656403 = -4518751.216046
  nChanged 1
		SP:Iteration 50Q (57661.410000 sec): 3 clusters
  Score: Raw -4530691.370797 + Penalty 11939.656403 = -4518751.714394
  nChanged 5
		SP:Iteration 51Q (57661.530000 sec): 3 clusters
  Score: Raw -4530694.234575 + Penalty 11939.656403 = -4518754.578172
  nChanged 4
		SP:Iteration 52Q (57661.640000 sec): 3 clusters
  Score: Raw -4530695.923465 + Penalty 11939.656403 = -4518756.267062
  nChanged 5
		SP:Iteration 53Q (57661.750000 sec): 3 clusters
  Score: Raw -4530699.794802 + Penalty 11939.656403 = -4518760.138398
  nChanged 6
		SP:Iteration 54Q (57661.860000 sec): 3 clusters
  Score: Raw -4530702.505294 + Penalty 11939.656403 = -4518762.848890
  nChanged 6
		SP:Iteration 55Q (57661.970000 sec): 3 clusters
  Score: Raw -4530705.083188 + Penalty 11939.656403 = -4518765.426784
  nChanged 7
		SP:Iteration 56Q (57662.090000 sec): 3 clusters
  Score: Raw -4530708.798066 + Penalty 11939.656403 = -4518769.141663
  nChanged 4
		SP:Iteration 57Q (57662.200000 sec): 3 clusters
  Score: Raw -4530710.719877 + Penalty 11939.656403 = -4518771.063473
  nChanged 3
		SP:Iteration 58Q (57662.310000 sec): 3 clusters
  Score: Raw -4530711.785599 + Penalty 11939.656403 = -4518772.129196
  nChanged 2
		SP:Iteration 59Q (57662.420000 sec): 3 clusters
  Score: Raw -4530712.777903 + Penalty 11939.656403 = -4518773.121500
  nChanged 4
		SP:Iteration 60F (57662.550000 sec): 3 clusters
  Score: Raw -4530714.153145 + Penalty 11939.656403 = -4518774.496741
  nChanged 4
		SP:Iteration 61Q (57662.660000 sec): 3 clusters
  Score: Raw -4530715.463180 + Penalty 11939.656403 = -4518775.806776
  nChanged 4
		SP:Iteration 62Q (57662.770000 sec): 3 clusters
  Score: Raw -4530717.153408 + Penalty 11939.656403 = -4518777.497005
  nChanged 4
		SP:Iteration 63Q (57662.880000 sec): 3 clusters
  Score: Raw -4530718.893049 + Penalty 11939.656403 = -4518779.236646
  nChanged 4
		SP:Iteration 64Q (57662.990000 sec): 3 clusters
  Score: Raw -4530721.596087 + Penalty 11939.656403 = -4518781.939683
  nChanged 4
		SP:Iteration 65Q (57663.110000 sec): 3 clusters
  Score: Raw -4530724.150245 + Penalty 11939.656403 = -4518784.493842
  nChanged 5
		SP:Iteration 66Q (57663.220000 sec): 3 clusters
  Score: Raw -4530726.815475 + Penalty 11939.656403 = -4518787.159072
  nChanged 4
		SP:Iteration 67Q (57663.330000 sec): 3 clusters
  Score: Raw -4530729.054594 + Penalty 11939.656403 = -4518789.398190
  nChanged 5
		SP:Iteration 68Q (57663.450000 sec): 3 clusters
  Score: Raw -4530731.414772 + Penalty 11939.656403 = -4518791.758369
  nChanged 6
		SP:Iteration 69Q (57663.560000 sec): 3 clusters
  Score: Raw -4530734.490698 + Penalty 11939.656403 = -4518794.834294
  nChanged 2
		SP:Iteration 70Q (57663.670000 sec): 3 clusters
  Score: Raw -4530735.179771 + Penalty 11939.656403 = -4518795.523368
  nChanged 3
		SP:Iteration 71Q (57663.780000 sec): 3 clusters
  Score: Raw -4530736.424424 + Penalty 11939.656403 = -4518796.768020
  nChanged 1
		SP:Iteration 72Q (57663.890000 sec): 3 clusters
  Score: Raw -4530737.025651 + Penalty 11939.656403 = -4518797.369248
  nChanged 2
		SP:Iteration 73Q (57664.000000 sec): 3 clusters
  Score: Raw -4530737.846373 + Penalty 11939.656403 = -4518798.189970
  nChanged 1
		SP:Iteration 74Q (57664.110000 sec): 3 clusters
  Score: Raw -4530738.269680 + Penalty 11939.656403 = -4518798.613276
  nChanged 2
		SP:Iteration 75Q (57664.230000 sec): 3 clusters
  Score: Raw -4530739.045916 + Penalty 11939.656403 = -4518799.389512
  nChanged 0
		SP:Iteration 76F (57664.350000 sec): 3 clusters
  Score: Raw -4530739.045916 + Penalty 11939.656403 = -4518799.389512
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (45466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57664.640000 sec): 2 clusters
  Score: Raw -11915811.201650 + Penalty 6568.891045 = -11909242.310606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57664.970000 sec): 3 clusters
  Score: Raw -11889611.253219 + Penalty 13137.782089 = -11876473.471129
  nChanged 19822
		SP:Iteration 1F (57665.310000 sec): 3 clusters
  Score: Raw -11900097.647184 + Penalty 13137.782089 = -11886959.865095
  nChanged 2503
		SP:Iteration 2F (57665.660000 sec): 3 clusters
  Score: Raw -11901031.230017 + Penalty 13137.782089 = -11887893.447928
  nChanged 2090
		SP:Iteration 3Q (57666.010000 sec): 3 clusters
  Score: Raw -11901821.522373 + Penalty 13137.782089 = -11888683.740284
  nChanged 1889
		SP:Iteration 4Q (57666.350000 sec): 3 clusters
  Score: Raw -11902544.426780 + Penalty 13137.782089 = -11889406.644691
  nChanged 1808
		SP:Iteration 5Q (57666.690000 sec): 3 clusters
  Score: Raw -11903278.005048 + Penalty 13137.782089 = -11890140.222958
  nChanged 1869
		SP:Iteration 6Q (57667.030000 sec): 3 clusters
  Score: Raw -11904182.493371 + Penalty 13137.782089 = -11891044.711282
  nChanged 2090
		SP:Iteration 7Q (57667.350000 sec): 3 clusters
  Score: Raw -11905324.500008 + Penalty 13137.782089 = -11892186.717919
  nChanged 2373
		SP:Iteration 8F (57667.690000 sec): 3 clusters
  Score: Raw -11906723.289311 + Penalty 13137.782089 = -11893585.507221
  nChanged 2605
		SP:Iteration 9F (57668.010000 sec): 3 clusters
  Score: Raw -11908312.961339 + Penalty 13137.782089 = -11895175.179250
  nChanged 2672
		SP:Iteration 10F (57668.340000 sec): 3 clusters
  Score: Raw -11910046.016657 + Penalty 13137.782089 = -11896908.234567
  nChanged 2484
		SP:Iteration 11F (57668.670000 sec): 3 clusters
  Score: Raw -11911682.811062 + Penalty 13137.782089 = -11898545.028973
  nChanged 2081
		SP:Iteration 12Q (57669.000000 sec): 3 clusters
  Score: Raw -11912983.405708 + Penalty 13137.782089 = -11899845.623619
  nChanged 1713
		SP:Iteration 13Q (57669.350000 sec): 3 clusters
  Score: Raw -11914040.686848 + Penalty 13137.782089 = -11900902.904759
  nChanged 1355
		SP:Iteration 14Q (57669.690000 sec): 3 clusters
  Score: Raw -11914857.647423 + Penalty 13137.782089 = -11901719.865334
  nChanged 1033
		SP:Iteration 15Q (57670.040000 sec): 3 clusters
  Score: Raw -11915461.792994 + Penalty 13137.782089 = -11902324.010904
  nChanged 801
		SP:Iteration 16Q (57670.380000 sec): 3 clusters
  Score: Raw -11915919.563817 + Penalty 13137.782089 = -11902781.781728
  nChanged 658
		SP:Iteration 17Q (57670.720000 sec): 3 clusters
  Score: Raw -11916312.145107 + Penalty 13137.782089 = -11903174.363018
  nChanged 551
		SP:Iteration 18Q (57671.060000 sec): 3 clusters
  Score: Raw -11916629.940852 + Penalty 13137.782089 = -11903492.158763
  nChanged 422
		SP:Iteration 19Q (57671.400000 sec): 3 clusters
  Score: Raw -11916865.320357 + Penalty 13137.782089 = -11903727.538267
  nChanged 354
		SP:Iteration 20F (57671.740000 sec): 3 clusters
  Score: Raw -11917051.132975 + Penalty 13137.782089 = -11903913.350886
  nChanged 257
		SP:Iteration 21Q (57672.060000 sec): 3 clusters
  Score: Raw -11917187.567111 + Penalty 13137.782089 = -11904049.785022
  nChanged 222
		SP:Iteration 22Q (57672.390000 sec): 3 clusters
  Score: Raw -11917309.299777 + Penalty 13137.782089 = -11904171.517688
  nChanged 189
		SP:Iteration 23Q (57672.710000 sec): 3 clusters
  Score: Raw -11917417.409647 + Penalty 13137.782089 = -11904279.627558
  nChanged 133
		SP:Iteration 24Q (57673.020000 sec): 3 clusters
  Score: Raw -11917492.621813 + Penalty 13137.782089 = -11904354.839724
  nChanged 98
		SP:Iteration 25Q (57673.330000 sec): 3 clusters
  Score: Raw -11917542.209349 + Penalty 13137.782089 = -11904404.427260
  nChanged 71
		SP:Iteration 26Q (57673.640000 sec): 3 clusters
  Score: Raw -11917584.661974 + Penalty 13137.782089 = -11904446.879885
  nChanged 66
		SP:Iteration 27Q (57673.940000 sec): 3 clusters
  Score: Raw -11917624.742785 + Penalty 13137.782089 = -11904486.960696
  nChanged 58
		SP:Iteration 28Q (57674.230000 sec): 3 clusters
  Score: Raw -11917656.431115 + Penalty 13137.782089 = -11904518.649025
  nChanged 48
		SP:Iteration 29Q (57674.530000 sec): 3 clusters
  Score: Raw -11917694.251174 + Penalty 13137.782089 = -11904556.469085
  nChanged 54
		SP:Iteration 30Q (57674.820000 sec): 3 clusters
  Score: Raw -11917736.157157 + Penalty 13137.782089 = -11904598.375068
  nChanged 49
		SP:Iteration 31Q (57675.100000 sec): 3 clusters
  Score: Raw -11917777.991807 + Penalty 13137.782089 = -11904640.209717
  nChanged 37
		SP:Iteration 32Q (57675.380000 sec): 3 clusters
  Score: Raw -11917802.330951 + Penalty 13137.782089 = -11904664.548862
  nChanged 34
		SP:Iteration 33Q (57675.660000 sec): 3 clusters
  Score: Raw -11917829.376176 + Penalty 13137.782089 = -11904691.594087
  nChanged 34
		SP:Iteration 34Q (57675.940000 sec): 3 clusters
  Score: Raw -11917856.014528 + Penalty 13137.782089 = -11904718.232438
  nChanged 33
		SP:Iteration 35Q (57676.210000 sec): 3 clusters
  Score: Raw -11917884.235509 + Penalty 13137.782089 = -11904746.453420
  nChanged 30
		SP:Iteration 36Q (57676.480000 sec): 3 clusters
  Score: Raw -11917918.580130 + Penalty 13137.782089 = -11904780.798041
  nChanged 40
		SP:Iteration 37Q (57676.740000 sec): 3 clusters
  Score: Raw -11917962.428455 + Penalty 13137.782089 = -11904824.646365
  nChanged 49
		SP:Iteration 38Q (57677.000000 sec): 3 clusters
  Score: Raw -11918009.145660 + Penalty 13137.782089 = -11904871.363571
  nChanged 39
		SP:Iteration 39Q (57677.260000 sec): 3 clusters
  Score: Raw -11918058.785691 + Penalty 13137.782089 = -11904921.003601
  nChanged 44
		SP:Iteration 40F (57677.600000 sec): 3 clusters
  Score: Raw -11918092.748737 + Penalty 13137.782089 = -11904954.966648
  nChanged 33
		SP:Iteration 41Q (57677.850000 sec): 3 clusters
  Score: Raw -11918116.357496 + Penalty 13137.782089 = -11904978.575406
  nChanged 28
		SP:Iteration 42Q (57678.100000 sec): 3 clusters
  Score: Raw -11918131.821693 + Penalty 13137.782089 = -11904994.039604
  nChanged 23
		SP:Iteration 43Q (57678.350000 sec): 3 clusters
  Score: Raw -11918145.307730 + Penalty 13137.782089 = -11905007.525641
  nChanged 20
		SP:Iteration 44Q (57678.600000 sec): 3 clusters
  Score: Raw -11918155.117628 + Penalty 13137.782089 = -11905017.335539
  nChanged 13
		SP:Iteration 45Q (57678.850000 sec): 3 clusters
  Score: Raw -11918162.965176 + Penalty 13137.782089 = -11905025.183086
  nChanged 17
		SP:Iteration 46Q (57679.100000 sec): 3 clusters
  Score: Raw -11918173.845480 + Penalty 13137.782089 = -11905036.063391
  nChanged 14
		SP:Iteration 47Q (57679.350000 sec): 3 clusters
  Score: Raw -11918182.628079 + Penalty 13137.782089 = -11905044.845990
  nChanged 17
		SP:Iteration 48Q (57679.600000 sec): 3 clusters
  Score: Raw -11918190.619118 + Penalty 13137.782089 = -11905052.837029
  nChanged 13
		SP:Iteration 49Q (57679.840000 sec): 3 clusters
  Score: Raw -11918195.974006 + Penalty 13137.782089 = -11905058.191917
  nChanged 5
		SP:Iteration 50Q (57680.090000 sec): 3 clusters
  Score: Raw -11918198.468162 + Penalty 13137.782089 = -11905060.686072
  nChanged 7
		SP:Iteration 51Q (57680.340000 sec): 3 clusters
  Score: Raw -11918203.080744 + Penalty 13137.782089 = -11905065.298655
  nChanged 3
		SP:Iteration 52Q (57680.580000 sec): 3 clusters
  Score: Raw -11918205.725906 + Penalty 13137.782089 = -11905067.943817
  nChanged 5
		SP:Iteration 53Q (57680.830000 sec): 3 clusters
  Score: Raw -11918207.355444 + Penalty 13137.782089 = -11905069.573355
  nChanged 1
		SP:Iteration 54Q (57681.070000 sec): 3 clusters
  Score: Raw -11918208.044789 + Penalty 13137.782089 = -11905070.262700
  nChanged 1
		SP:Iteration 55Q (57681.320000 sec): 3 clusters
  Score: Raw -11918208.391930 + Penalty 13137.782089 = -11905070.609840
  nChanged 1
		SP:Iteration 56Q (57681.570000 sec): 3 clusters
  Score: Raw -11918208.863066 + Penalty 13137.782089 = -11905071.080976
  nChanged 0
		SP:Iteration 57F (57681.910000 sec): 3 clusters
  Score: Raw -11918208.863066 + Penalty 13137.782089 = -11905071.080976
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57681.950000 sec): 2 clusters
  Score: Raw -377288.967535 + Penalty 4480.571264 = -372808.396271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57681.960000 sec): 3 clusters
  Score: Raw -377189.287932 + Penalty 8961.142527 = -368228.145404
  nChanged 301
		SP:Iteration 1F (57681.980000 sec): 3 clusters
  Score: Raw -377660.189786 + Penalty 8961.142527 = -368699.047258
  nChanged 72
		SP:Iteration 2Q (57681.980000 sec): 3 clusters
  Score: Raw -377785.344768 + Penalty 8961.142527 = -368824.202241
  nChanged 37
		SP:Iteration 3Q (57682.000000 sec): 3 clusters
  Score: Raw -377855.624484 + Penalty 8961.142527 = -368894.481957
  nChanged 25
		SP:Iteration 4Q (57682.010000 sec): 3 clusters
  Score: Raw -377900.695574 + Penalty 8961.142527 = -368939.553046
  nChanged 20
		SP:Iteration 5Q (57682.020000 sec): 3 clusters
  Score: Raw -377949.560229 + Penalty 8961.142527 = -368988.417702
  nChanged 19
		SP:Iteration 6Q (57682.030000 sec): 3 clusters
  Score: Raw -377998.287652 + Penalty 8961.142527 = -369037.145124
  nChanged 22
		SP:Iteration 7Q (57682.040000 sec): 3 clusters
  Score: Raw -378060.157627 + Penalty 8961.142527 = -369099.015100
  nChanged 21
		SP:Iteration 8Q (57682.050000 sec): 3 clusters
  Score: Raw -378109.430390 + Penalty 8961.142527 = -369148.287863
  nChanged 18
		SP:Iteration 9Q (57682.060000 sec): 3 clusters
  Score: Raw -378143.659240 + Penalty 8961.142527 = -369182.516713
  nChanged 12
		SP:Iteration 10Q (57682.070000 sec): 3 clusters
  Score: Raw -378165.389444 + Penalty 8961.142527 = -369204.246917
  nChanged 11
		SP:Iteration 11Q (57682.080000 sec): 3 clusters
  Score: Raw -378188.879307 + Penalty 8961.142527 = -369227.736779
  nChanged 15
		SP:Iteration 12Q (57682.090000 sec): 3 clusters
  Score: Raw -378220.650711 + Penalty 8961.142527 = -369259.508184
  nChanged 12
		SP:Iteration 13Q (57682.100000 sec): 3 clusters
  Score: Raw -378240.738225 + Penalty 8961.142527 = -369279.595698
  nChanged 7
		SP:Iteration 14Q (57682.110000 sec): 3 clusters
  Score: Raw -378261.550521 + Penalty 8961.142527 = -369300.407994
  nChanged 7
		SP:Iteration 15Q (57682.120000 sec): 3 clusters
  Score: Raw -378269.265191 + Penalty 8961.142527 = -369308.122664
  nChanged 3
		SP:Iteration 16Q (57682.130000 sec): 3 clusters
  Score: Raw -378273.755554 + Penalty 8961.142527 = -369312.613026
  nChanged 1
		SP:Iteration 17Q (57682.140000 sec): 3 clusters
  Score: Raw -378275.420855 + Penalty 8961.142527 = -369314.278328
  nChanged 1
		SP:Iteration 18Q (57682.150000 sec): 3 clusters
  Score: Raw -378276.127906 + Penalty 8961.142527 = -369314.985379
  nChanged 0
		SP:Iteration 19F (57682.160000 sec): 3 clusters
  Score: Raw -378276.127906 + Penalty 8961.142527 = -369314.985379
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (7351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57682.220000 sec): 2 clusters
  Score: Raw -1953430.795823 + Penalty 5452.837378 = -1947977.958445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57682.270000 sec): 3 clusters
  Score: Raw -1950238.553814 + Penalty 10905.674756 = -1939332.879059
  nChanged 2566
		SP:Iteration 1F (57682.330000 sec): 3 clusters
  Score: Raw -1951835.371447 + Penalty 10905.674756 = -1940929.696691
  nChanged 577
		SP:Iteration 2F (57682.380000 sec): 3 clusters
  Score: Raw -1952259.765082 + Penalty 10905.674756 = -1941354.090327
  nChanged 341
		SP:Iteration 3Q (57682.440000 sec): 3 clusters
  Score: Raw -1952491.692031 + Penalty 10905.674756 = -1941586.017275
  nChanged 276
		SP:Iteration 4Q (57682.490000 sec): 3 clusters
  Score: Raw -1952654.965020 + Penalty 10905.674756 = -1941749.290265
  nChanged 159
		SP:Iteration 5Q (57682.540000 sec): 3 clusters
  Score: Raw -1952740.427883 + Penalty 10905.674756 = -1941834.753127
  nChanged 119
		SP:Iteration 6Q (57682.600000 sec): 3 clusters
  Score: Raw -1952802.706969 + Penalty 10905.674756 = -1941897.032213
  nChanged 87
		SP:Iteration 7Q (57682.650000 sec): 3 clusters
  Score: Raw -1952850.754313 + Penalty 10905.674756 = -1941945.079558
  nChanged 72
		SP:Iteration 8Q (57682.710000 sec): 3 clusters
  Score: Raw -1952883.944063 + Penalty 10905.674756 = -1941978.269308
  nChanged 49
		SP:Iteration 9Q (57682.760000 sec): 3 clusters
  Score: Raw -1952906.936284 + Penalty 10905.674756 = -1942001.261528
  nChanged 43
		SP:Iteration 10Q (57682.820000 sec): 3 clusters
  Score: Raw -1952927.494891 + Penalty 10905.674756 = -1942021.820135
  nChanged 43
		SP:Iteration 11Q (57682.870000 sec): 3 clusters
  Score: Raw -1952945.959396 + Penalty 10905.674756 = -1942040.284640
  nChanged 41
		SP:Iteration 12Q (57682.920000 sec): 3 clusters
  Score: Raw -1952965.955604 + Penalty 10905.674756 = -1942060.280848
  nChanged 30
		SP:Iteration 13Q (57682.980000 sec): 3 clusters
  Score: Raw -1952976.729304 + Penalty 10905.674756 = -1942071.054548
  nChanged 21
		SP:Iteration 14Q (57683.030000 sec): 3 clusters
  Score: Raw -1952983.635749 + Penalty 10905.674756 = -1942077.960993
  nChanged 8
		SP:Iteration 15Q (57683.080000 sec): 3 clusters
  Score: Raw -1952986.999091 + Penalty 10905.674756 = -1942081.324335
  nChanged 7
		SP:Iteration 16Q (57683.140000 sec): 3 clusters
  Score: Raw -1952989.649813 + Penalty 10905.674756 = -1942083.975057
  nChanged 7
		SP:Iteration 17Q (57683.190000 sec): 3 clusters
  Score: Raw -1952992.016831 + Penalty 10905.674756 = -1942086.342075
  nChanged 2
		SP:Iteration 18Q (57683.250000 sec): 3 clusters
  Score: Raw -1952993.179073 + Penalty 10905.674756 = -1942087.504318
  nChanged 6
		SP:Iteration 19Q (57683.300000 sec): 3 clusters
  Score: Raw -1952995.201128 + Penalty 10905.674756 = -1942089.526372
  nChanged 2
		SP:Iteration 20F (57683.360000 sec): 3 clusters
  Score: Raw -1952996.069970 + Penalty 10905.674756 = -1942090.395214
  nChanged 1
		SP:Iteration 21Q (57683.410000 sec): 3 clusters
  Score: Raw -1952996.187239 + Penalty 10905.674756 = -1942090.512483
  nChanged 0
		SP:Iteration 22F (57683.460000 sec): 3 clusters
  Score: Raw -1952996.187239 + Penalty 10905.674756 = -1942090.512483
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (62512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57683.890000 sec): 2 clusters
  Score: Raw -17113684.898528 + Penalty 6763.907213 = -17106920.991314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57684.360000 sec): 3 clusters
  Score: Raw -17076641.662830 + Penalty 13527.814426 = -17063113.848404
  nChanged 27829
		SP:Iteration 1F (57684.840000 sec): 3 clusters
  Score: Raw -17091687.787290 + Penalty 13527.814426 = -17078159.972864
  nChanged 3144
		SP:Iteration 2F (57685.310000 sec): 3 clusters
  Score: Raw -17092885.347853 + Penalty 13527.814426 = -17079357.533426
  nChanged 2961
		SP:Iteration 3Q (57685.790000 sec): 3 clusters
  Score: Raw -17094152.777402 + Penalty 13527.814426 = -17080624.962976
  nChanged 2902
		SP:Iteration 4Q (57686.260000 sec): 3 clusters
  Score: Raw -17095496.611583 + Penalty 13527.814426 = -17081968.797157
  nChanged 2943
		SP:Iteration 5Q (57686.740000 sec): 3 clusters
  Score: Raw -17097058.391947 + Penalty 13527.814426 = -17083530.577521
  nChanged 3060
		SP:Iteration 6Q (57687.220000 sec): 3 clusters
  Score: Raw -17098801.745019 + Penalty 13527.814426 = -17085273.930593
  nChanged 3146
		SP:Iteration 7F (57687.690000 sec): 3 clusters
  Score: Raw -17100505.871323 + Penalty 13527.814426 = -17086978.056896
  nChanged 3033
		SP:Iteration 8Q (57688.160000 sec): 3 clusters
  Score: Raw -17101981.250473 + Penalty 13527.814426 = -17088453.436047
  nChanged 2774
		SP:Iteration 9Q (57688.640000 sec): 3 clusters
  Score: Raw -17103199.907165 + Penalty 13527.814426 = -17089672.092739
  nChanged 2483
		SP:Iteration 10Q (57689.100000 sec): 3 clusters
  Score: Raw -17104267.480036 + Penalty 13527.814426 = -17090739.665610
  nChanged 2307
		SP:Iteration 11Q (57689.570000 sec): 3 clusters
  Score: Raw -17105294.518761 + Penalty 13527.814426 = -17091766.704335
  nChanged 2102
		SP:Iteration 12Q (57690.030000 sec): 3 clusters
  Score: Raw -17106269.445946 + Penalty 13527.814426 = -17092741.631520
  nChanged 2015
		SP:Iteration 13Q (57690.490000 sec): 3 clusters
  Score: Raw -17107233.019408 + Penalty 13527.814426 = -17093705.204982
  nChanged 1910
		SP:Iteration 14Q (57690.950000 sec): 3 clusters
  Score: Raw -17108271.549351 + Penalty 13527.814426 = -17094743.734925
  nChanged 1899
		SP:Iteration 15Q (57691.400000 sec): 3 clusters
  Score: Raw -17109362.760078 + Penalty 13527.814426 = -17095834.945652
  nChanged 1743
		SP:Iteration 16Q (57691.850000 sec): 3 clusters
  Score: Raw -17110493.039568 + Penalty 13527.814426 = -17096965.225142
  nChanged 1729
		SP:Iteration 17Q (57692.290000 sec): 3 clusters
  Score: Raw -17111807.787941 + Penalty 13527.814426 = -17098279.973515
  nChanged 1564
		SP:Iteration 18Q (57692.720000 sec): 3 clusters
  Score: Raw -17113041.802480 + Penalty 13527.814426 = -17099513.988054
  nChanged 1301
		SP:Iteration 19Q (57693.130000 sec): 3 clusters
  Score: Raw -17114040.844145 + Penalty 13527.814426 = -17100513.029719
  nChanged 1098
		SP:Iteration 20F (57693.600000 sec): 3 clusters
  Score: Raw -17114804.879922 + Penalty 13527.814426 = -17101277.065495
  nChanged 899
		SP:Iteration 21Q (57694.000000 sec): 3 clusters
  Score: Raw -17115346.082469 + Penalty 13527.814426 = -17101818.268042
  nChanged 666
		SP:Iteration 22Q (57694.390000 sec): 3 clusters
  Score: Raw -17115659.364423 + Penalty 13527.814426 = -17102131.549997
  nChanged 514
		SP:Iteration 23Q (57694.770000 sec): 3 clusters
  Score: Raw -17115851.415442 + Penalty 13527.814426 = -17102323.601016
  nChanged 373
		SP:Iteration 24Q (57695.150000 sec): 3 clusters
  Score: Raw -17115955.068328 + Penalty 13527.814426 = -17102427.253902
  nChanged 285
		SP:Iteration 25Q (57695.530000 sec): 3 clusters
  Score: Raw -17116018.068299 + Penalty 13527.814426 = -17102490.253872
  nChanged 197
		SP:Iteration 26Q (57695.900000 sec): 3 clusters
  Score: Raw -17116058.046040 + Penalty 13527.814426 = -17102530.231614
  nChanged 159
		SP:Iteration 27Q (57696.280000 sec): 3 clusters
  Score: Raw -17116087.079953 + Penalty 13527.814426 = -17102559.265527
  nChanged 111
		SP:Iteration 28Q (57696.650000 sec): 3 clusters
  Score: Raw -17116104.130763 + Penalty 13527.814426 = -17102576.316337
  nChanged 90
		SP:Iteration 29Q (57697.030000 sec): 3 clusters
  Score: Raw -17116115.508163 + Penalty 13527.814426 = -17102587.693736
  nChanged 56
		SP:Iteration 30Q (57697.400000 sec): 3 clusters
  Score: Raw -17116122.670114 + Penalty 13527.814426 = -17102594.855688
  nChanged 53
		SP:Iteration 31Q (57697.780000 sec): 3 clusters
  Score: Raw -17116129.022720 + Penalty 13527.814426 = -17102601.208294
  nChanged 34
		SP:Iteration 32Q (57698.150000 sec): 3 clusters
  Score: Raw -17116133.187913 + Penalty 13527.814426 = -17102605.373487
  nChanged 34
		SP:Iteration 33Q (57698.520000 sec): 3 clusters
  Score: Raw -17116137.111777 + Penalty 13527.814426 = -17102609.297350
  nChanged 31
		SP:Iteration 34Q (57698.890000 sec): 3 clusters
  Score: Raw -17116140.686227 + Penalty 13527.814426 = -17102612.871801
  nChanged 28
		SP:Iteration 35Q (57699.260000 sec): 3 clusters
  Score: Raw -17116143.653291 + Penalty 13527.814426 = -17102615.838865
  nChanged 27
		SP:Iteration 36Q (57699.640000 sec): 3 clusters
  Score: Raw -17116146.736420 + Penalty 13527.814426 = -17102618.921994
  nChanged 24
		SP:Iteration 37Q (57700.010000 sec): 3 clusters
  Score: Raw -17116149.040805 + Penalty 13527.814426 = -17102621.226379
  nChanged 16
		SP:Iteration 38Q (57700.380000 sec): 3 clusters
  Score: Raw -17116150.716209 + Penalty 13527.814426 = -17102622.901782
  nChanged 18
		SP:Iteration 39Q (57700.760000 sec): 3 clusters
  Score: Raw -17116152.601022 + Penalty 13527.814426 = -17102624.786596
  nChanged 19
		SP:Iteration 40F (57701.220000 sec): 3 clusters
  Score: Raw -17116154.452957 + Penalty 13527.814426 = -17102626.638531
  nChanged 12
		SP:Iteration 41Q (57701.600000 sec): 3 clusters
  Score: Raw -17116155.735857 + Penalty 13527.814426 = -17102627.921431
  nChanged 11
		SP:Iteration 42Q (57701.970000 sec): 3 clusters
  Score: Raw -17116157.008690 + Penalty 13527.814426 = -17102629.194263
  nChanged 14
		SP:Iteration 43Q (57702.340000 sec): 3 clusters
  Score: Raw -17116158.563858 + Penalty 13527.814426 = -17102630.749432
  nChanged 17
		SP:Iteration 44Q (57702.720000 sec): 3 clusters
  Score: Raw -17116160.206177 + Penalty 13527.814426 = -17102632.391751
  nChanged 14
		SP:Iteration 45Q (57703.090000 sec): 3 clusters
  Score: Raw -17116161.651358 + Penalty 13527.814426 = -17102633.836932
  nChanged 14
		SP:Iteration 46Q (57703.460000 sec): 3 clusters
  Score: Raw -17116162.995635 + Penalty 13527.814426 = -17102635.181209
  nChanged 11
		SP:Iteration 47Q (57703.830000 sec): 3 clusters
  Score: Raw -17116164.083859 + Penalty 13527.814426 = -17102636.269433
  nChanged 8
		SP:Iteration 48Q (57704.210000 sec): 3 clusters
  Score: Raw -17116164.872319 + Penalty 13527.814426 = -17102637.057892
  nChanged 6
		SP:Iteration 49Q (57704.580000 sec): 3 clusters
  Score: Raw -17116165.360152 + Penalty 13527.814426 = -17102637.545725
  nChanged 4
		SP:Iteration 50Q (57704.950000 sec): 3 clusters
  Score: Raw -17116165.670804 + Penalty 13527.814426 = -17102637.856377
  nChanged 5
		SP:Iteration 51Q (57705.330000 sec): 3 clusters
  Score: Raw -17116166.232394 + Penalty 13527.814426 = -17102638.417967
  nChanged 8
		SP:Iteration 52Q (57705.700000 sec): 3 clusters
  Score: Raw -17116166.995005 + Penalty 13527.814426 = -17102639.180579
  nChanged 9
		SP:Iteration 53Q (57706.070000 sec): 3 clusters
  Score: Raw -17116167.795105 + Penalty 13527.814426 = -17102639.980678
  nChanged 8
		SP:Iteration 54Q (57706.440000 sec): 3 clusters
  Score: Raw -17116168.500985 + Penalty 13527.814426 = -17102640.686558
  nChanged 9
		SP:Iteration 55Q (57706.810000 sec): 3 clusters
  Score: Raw -17116169.296090 + Penalty 13527.814426 = -17102641.481664
  nChanged 10
		SP:Iteration 56Q (57707.190000 sec): 3 clusters
  Score: Raw -17116170.147531 + Penalty 13527.814426 = -17102642.333105
  nChanged 8
		SP:Iteration 57Q (57707.560000 sec): 3 clusters
  Score: Raw -17116170.773187 + Penalty 13527.814426 = -17102642.958761
  nChanged 10
		SP:Iteration 58Q (57707.930000 sec): 3 clusters
  Score: Raw -17116171.807618 + Penalty 13527.814426 = -17102643.993192
  nChanged 7
		SP:Iteration 59Q (57708.300000 sec): 3 clusters
  Score: Raw -17116172.436370 + Penalty 13527.814426 = -17102644.621943
  nChanged 10
		SP:Iteration 60F (57708.770000 sec): 3 clusters
  Score: Raw -17116173.272588 + Penalty 13527.814426 = -17102645.458161
  nChanged 10
		SP:Iteration 61Q (57709.150000 sec): 3 clusters
  Score: Raw -17116174.467055 + Penalty 13527.814426 = -17102646.652629
  nChanged 18
		SP:Iteration 62Q (57709.520000 sec): 3 clusters
  Score: Raw -17116176.417173 + Penalty 13527.814426 = -17102648.602747
  nChanged 15
		SP:Iteration 63Q (57709.890000 sec): 3 clusters
  Score: Raw -17116177.790217 + Penalty 13527.814426 = -17102649.975791
  nChanged 11
		SP:Iteration 64Q (57710.260000 sec): 3 clusters
  Score: Raw -17116178.674310 + Penalty 13527.814426 = -17102650.859883
  nChanged 11
		SP:Iteration 65Q (57710.630000 sec): 3 clusters
  Score: Raw -17116179.601470 + Penalty 13527.814426 = -17102651.787043
  nChanged 10
		SP:Iteration 66Q (57711.010000 sec): 3 clusters
  Score: Raw -17116180.591499 + Penalty 13527.814426 = -17102652.777073
  nChanged 8
		SP:Iteration 67Q (57711.380000 sec): 3 clusters
  Score: Raw -17116181.293512 + Penalty 13527.814426 = -17102653.479086
  nChanged 6
		SP:Iteration 68Q (57711.750000 sec): 3 clusters
  Score: Raw -17116181.736857 + Penalty 13527.814426 = -17102653.922431
  nChanged 3
		SP:Iteration 69Q (57712.120000 sec): 3 clusters
  Score: Raw -17116181.899523 + Penalty 13527.814426 = -17102654.085097
  nChanged 2
		SP:Iteration 70Q (57712.490000 sec): 3 clusters
  Score: Raw -17116182.040206 + Penalty 13527.814426 = -17102654.225780
  nChanged 3
		SP:Iteration 71Q (57712.870000 sec): 3 clusters
  Score: Raw -17116182.291477 + Penalty 13527.814426 = -17102654.477051
  nChanged 3
		SP:Iteration 72Q (57713.240000 sec): 3 clusters
  Score: Raw -17116182.525677 + Penalty 13527.814426 = -17102654.711251
  nChanged 4
		SP:Iteration 73Q (57713.610000 sec): 3 clusters
  Score: Raw -17116182.794175 + Penalty 13527.814426 = -17102654.979748
  nChanged 3
		SP:Iteration 74Q (57713.980000 sec): 3 clusters
  Score: Raw -17116183.094219 + Penalty 13527.814426 = -17102655.279793
  nChanged 3
		SP:Iteration 75Q (57714.350000 sec): 3 clusters
  Score: Raw -17116183.401618 + Penalty 13527.814426 = -17102655.587192
  nChanged 2
		SP:Iteration 76Q (57714.720000 sec): 3 clusters
  Score: Raw -17116183.526220 + Penalty 13527.814426 = -17102655.711793
  nChanged 2
		SP:Iteration 77Q (57715.090000 sec): 3 clusters
  Score: Raw -17116183.630769 + Penalty 13527.814426 = -17102655.816342
  nChanged 2
		SP:Iteration 78Q (57715.470000 sec): 3 clusters
  Score: Raw -17116183.802417 + Penalty 13527.814426 = -17102655.987991
  nChanged 0
		SP:Iteration 79F (57715.940000 sec): 3 clusters
  Score: Raw -17116183.802417 + Penalty 13527.814426 = -17102655.987991
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57716.120000 sec): 2 clusters
  Score: Raw -5951648.157485 + Penalty 6158.928124 = -5945489.229360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57716.300000 sec): 3 clusters
  Score: Raw -5939286.960543 + Penalty 12317.856249 = -5926969.104294
  nChanged 9632
		SP:Iteration 1F (57716.470000 sec): 3 clusters
  Score: Raw -5944902.036331 + Penalty 12317.856249 = -5932584.180082
  nChanged 1924
		SP:Iteration 2F (57716.650000 sec): 3 clusters
  Score: Raw -5946360.820960 + Penalty 12317.856249 = -5934042.964711
  nChanged 1789
		SP:Iteration 3F (57716.830000 sec): 3 clusters
  Score: Raw -5947955.296056 + Penalty 12317.856249 = -5935637.439807
  nChanged 1658
		SP:Iteration 4F (57717.000000 sec): 3 clusters
  Score: Raw -5949395.960049 + Penalty 12317.856249 = -5937078.103800
  nChanged 1489
		SP:Iteration 5F (57717.180000 sec): 3 clusters
  Score: Raw -5950494.518366 + Penalty 12317.856249 = -5938176.662117
  nChanged 1262
		SP:Iteration 6F (57717.350000 sec): 3 clusters
  Score: Raw -5951287.373354 + Penalty 12317.856249 = -5938969.517105
  nChanged 1019
		SP:Iteration 7Q (57717.530000 sec): 3 clusters
  Score: Raw -5951834.730743 + Penalty 12317.856249 = -5939516.874494
  nChanged 752
		SP:Iteration 8Q (57717.700000 sec): 3 clusters
  Score: Raw -5952210.312515 + Penalty 12317.856249 = -5939892.456266
  nChanged 610
		SP:Iteration 9Q (57717.870000 sec): 3 clusters
  Score: Raw -5952485.497222 + Penalty 12317.856249 = -5940167.640973
  nChanged 522
		SP:Iteration 10Q (57718.040000 sec): 3 clusters
  Score: Raw -5952702.863258 + Penalty 12317.856249 = -5940385.007009
  nChanged 424
		SP:Iteration 11Q (57718.210000 sec): 3 clusters
  Score: Raw -5952879.887593 + Penalty 12317.856249 = -5940562.031344
  nChanged 380
		SP:Iteration 12Q (57718.380000 sec): 3 clusters
  Score: Raw -5953031.853753 + Penalty 12317.856249 = -5940713.997504
  nChanged 361
		SP:Iteration 13Q (57718.550000 sec): 3 clusters
  Score: Raw -5953164.954640 + Penalty 12317.856249 = -5940847.098391
  nChanged 297
		SP:Iteration 14Q (57718.720000 sec): 3 clusters
  Score: Raw -5953265.153886 + Penalty 12317.856249 = -5940947.297637
  nChanged 274
		SP:Iteration 15Q (57718.890000 sec): 3 clusters
  Score: Raw -5953363.646575 + Penalty 12317.856249 = -5941045.790327
  nChanged 259
		SP:Iteration 16Q (57719.060000 sec): 3 clusters
  Score: Raw -5953479.423258 + Penalty 12317.856249 = -5941161.567009
  nChanged 264
		SP:Iteration 17Q (57719.230000 sec): 3 clusters
  Score: Raw -5953621.710223 + Penalty 12317.856249 = -5941303.853974
  nChanged 262
		SP:Iteration 18Q (57719.400000 sec): 3 clusters
  Score: Raw -5953742.666014 + Penalty 12317.856249 = -5941424.809765
  nChanged 221
		SP:Iteration 19Q (57719.570000 sec): 3 clusters
  Score: Raw -5953820.361768 + Penalty 12317.856249 = -5941502.505519
  nChanged 194
		SP:Iteration 20F (57719.750000 sec): 3 clusters
  Score: Raw -5953875.275776 + Penalty 12317.856249 = -5941557.419527
  nChanged 161
		SP:Iteration 21Q (57719.910000 sec): 3 clusters
  Score: Raw -5953913.702851 + Penalty 12317.856249 = -5941595.846602
  nChanged 136
		SP:Iteration 22Q (57720.080000 sec): 3 clusters
  Score: Raw -5953946.298024 + Penalty 12317.856249 = -5941628.441776
  nChanged 104
		SP:Iteration 23Q (57720.250000 sec): 3 clusters
  Score: Raw -5953966.715030 + Penalty 12317.856249 = -5941648.858781
  nChanged 72
		SP:Iteration 24Q (57720.420000 sec): 3 clusters
  Score: Raw -5953979.972746 + Penalty 12317.856249 = -5941662.116497
  nChanged 60
		SP:Iteration 25Q (57720.590000 sec): 3 clusters
  Score: Raw -5953992.938160 + Penalty 12317.856249 = -5941675.081911
  nChanged 72
		SP:Iteration 26Q (57720.760000 sec): 3 clusters
  Score: Raw -5954009.292374 + Penalty 12317.856249 = -5941691.436125
  nChanged 73
		SP:Iteration 27Q (57720.930000 sec): 3 clusters
  Score: Raw -5954027.637619 + Penalty 12317.856249 = -5941709.781370
  nChanged 66
		SP:Iteration 28Q (57721.090000 sec): 3 clusters
  Score: Raw -5954046.469239 + Penalty 12317.856249 = -5941728.612990
  nChanged 73
		SP:Iteration 29Q (57721.260000 sec): 3 clusters
  Score: Raw -5954065.632888 + Penalty 12317.856249 = -5941747.776639
  nChanged 72
		SP:Iteration 30Q (57721.430000 sec): 3 clusters
  Score: Raw -5954083.817641 + Penalty 12317.856249 = -5941765.961392
  nChanged 66
		SP:Iteration 31Q (57721.600000 sec): 3 clusters
  Score: Raw -5954098.249988 + Penalty 12317.856249 = -5941780.393740
  nChanged 61
		SP:Iteration 32Q (57721.770000 sec): 3 clusters
  Score: Raw -5954110.178620 + Penalty 12317.856249 = -5941792.322371
  nChanged 47
		SP:Iteration 33Q (57721.940000 sec): 3 clusters
  Score: Raw -5954117.283258 + Penalty 12317.856249 = -5941799.427009
  nChanged 30
		SP:Iteration 34Q (57722.110000 sec): 3 clusters
  Score: Raw -5954122.169490 + Penalty 12317.856249 = -5941804.313241
  nChanged 35
		SP:Iteration 35Q (57722.270000 sec): 3 clusters
  Score: Raw -5954126.938990 + Penalty 12317.856249 = -5941809.082741
  nChanged 22
		SP:Iteration 36Q (57722.440000 sec): 3 clusters
  Score: Raw -5954130.377997 + Penalty 12317.856249 = -5941812.521748
  nChanged 23
		SP:Iteration 37Q (57722.610000 sec): 3 clusters
  Score: Raw -5954134.708901 + Penalty 12317.856249 = -5941816.852652
  nChanged 14
		SP:Iteration 38Q (57722.770000 sec): 3 clusters
  Score: Raw -5954136.848858 + Penalty 12317.856249 = -5941818.992609
  nChanged 16
		SP:Iteration 39Q (57722.940000 sec): 3 clusters
  Score: Raw -5954138.678825 + Penalty 12317.856249 = -5941820.822576
  nChanged 14
		SP:Iteration 40F (57723.120000 sec): 3 clusters
  Score: Raw -5954140.461458 + Penalty 12317.856249 = -5941822.605209
  nChanged 6
		SP:Iteration 41Q (57723.290000 sec): 3 clusters
  Score: Raw -5954141.327141 + Penalty 12317.856249 = -5941823.470892
  nChanged 7
		SP:Iteration 42Q (57723.450000 sec): 3 clusters
  Score: Raw -5954142.510358 + Penalty 12317.856249 = -5941824.654110
  nChanged 8
		SP:Iteration 43Q (57723.630000 sec): 3 clusters
  Score: Raw -5954143.927673 + Penalty 12317.856249 = -5941826.071424
  nChanged 6
		SP:Iteration 44Q (57723.790000 sec): 3 clusters
  Score: Raw -5954144.815764 + Penalty 12317.856249 = -5941826.959515
  nChanged 8
		SP:Iteration 45Q (57723.960000 sec): 3 clusters
  Score: Raw -5954145.927228 + Penalty 12317.856249 = -5941828.070979
  nChanged 7
		SP:Iteration 46Q (57724.130000 sec): 3 clusters
  Score: Raw -5954146.746721 + Penalty 12317.856249 = -5941828.890472
  nChanged 6
		SP:Iteration 47Q (57724.300000 sec): 3 clusters
  Score: Raw -5954147.444073 + Penalty 12317.856249 = -5941829.587824
  nChanged 9
		SP:Iteration 48Q (57724.470000 sec): 3 clusters
  Score: Raw -5954148.972768 + Penalty 12317.856249 = -5941831.116519
  nChanged 15
		SP:Iteration 49Q (57724.630000 sec): 3 clusters
  Score: Raw -5954150.826796 + Penalty 12317.856249 = -5941832.970547
  nChanged 13
		SP:Iteration 50Q (57724.800000 sec): 3 clusters
  Score: Raw -5954152.780075 + Penalty 12317.856249 = -5941834.923826
  nChanged 14
		SP:Iteration 51Q (57724.970000 sec): 3 clusters
  Score: Raw -5954154.925530 + Penalty 12317.856249 = -5941837.069281
  nChanged 13
		SP:Iteration 52Q (57725.140000 sec): 3 clusters
  Score: Raw -5954156.524478 + Penalty 12317.856249 = -5941838.668229
  nChanged 7
		SP:Iteration 53Q (57725.310000 sec): 3 clusters
  Score: Raw -5954157.329461 + Penalty 12317.856249 = -5941839.473212
  nChanged 2
		SP:Iteration 54Q (57725.470000 sec): 3 clusters
  Score: Raw -5954157.652847 + Penalty 12317.856249 = -5941839.796598
  nChanged 5
		SP:Iteration 55Q (57725.650000 sec): 3 clusters
  Score: Raw -5954158.205621 + Penalty 12317.856249 = -5941840.349372
  nChanged 4
		SP:Iteration 56Q (57725.810000 sec): 3 clusters
  Score: Raw -5954158.639515 + Penalty 12317.856249 = -5941840.783266
  nChanged 4
		SP:Iteration 57Q (57725.980000 sec): 3 clusters
  Score: Raw -5954159.330675 + Penalty 12317.856249 = -5941841.474426
  nChanged 6
		SP:Iteration 58Q (57726.150000 sec): 3 clusters
  Score: Raw -5954160.145391 + Penalty 12317.856249 = -5941842.289142
  nChanged 9
		SP:Iteration 59Q (57726.320000 sec): 3 clusters
  Score: Raw -5954161.242518 + Penalty 12317.856249 = -5941843.386269
  nChanged 5
		SP:Iteration 60F (57726.490000 sec): 3 clusters
  Score: Raw -5954161.946381 + Penalty 12317.856249 = -5941844.090132
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (64726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57726.930000 sec): 2 clusters
  Score: Raw -17458140.209123 + Penalty 6785.224931 = -17451354.984193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57727.420000 sec): 3 clusters
  Score: Raw -17419775.603231 + Penalty 13570.449862 = -17406205.153369
  nChanged 28772
		SP:Iteration 1F (57727.910000 sec): 3 clusters
  Score: Raw -17435272.824588 + Penalty 13570.449862 = -17421702.374727
  nChanged 2986
		SP:Iteration 2Q (57728.410000 sec): 3 clusters
  Score: Raw -17436222.317303 + Penalty 13570.449862 = -17422651.867442
  nChanged 2631
		SP:Iteration 3Q (57728.900000 sec): 3 clusters
  Score: Raw -17437029.048716 + Penalty 13570.449862 = -17423458.598854
  nChanged 2457
		SP:Iteration 4Q (57729.400000 sec): 3 clusters
  Score: Raw -17437822.559838 + Penalty 13570.449862 = -17424252.109976
  nChanged 2479
		SP:Iteration 5Q (57729.890000 sec): 3 clusters
  Score: Raw -17438706.108491 + Penalty 13570.449862 = -17425135.658629
  nChanged 2580
		SP:Iteration 6Q (57730.390000 sec): 3 clusters
  Score: Raw -17439780.471024 + Penalty 13570.449862 = -17426210.021162
  nChanged 3052
		SP:Iteration 7Q (57730.880000 sec): 3 clusters
  Score: Raw -17441303.891537 + Penalty 13570.449862 = -17427733.441675
  nChanged 3485
		SP:Iteration 8F (57731.370000 sec): 3 clusters
  Score: Raw -17443337.578729 + Penalty 13570.449862 = -17429767.128868
  nChanged 3801
		SP:Iteration 9F (57731.860000 sec): 3 clusters
  Score: Raw -17445828.191149 + Penalty 13570.449862 = -17432257.741287
  nChanged 3835
		SP:Iteration 10F (57732.350000 sec): 3 clusters
  Score: Raw -17448462.287924 + Penalty 13570.449862 = -17434891.838062
  nChanged 3471
		SP:Iteration 11F (57732.840000 sec): 3 clusters
  Score: Raw -17450930.293569 + Penalty 13570.449862 = -17437359.843708
  nChanged 2986
		SP:Iteration 12Q (57733.340000 sec): 3 clusters
  Score: Raw -17453105.522559 + Penalty 13570.449862 = -17439535.072697
  nChanged 2436
		SP:Iteration 13Q (57733.830000 sec): 3 clusters
  Score: Raw -17454879.970046 + Penalty 13570.449862 = -17441309.520184
  nChanged 1783
		SP:Iteration 14Q (57734.310000 sec): 3 clusters
  Score: Raw -17456172.361116 + Penalty 13570.449862 = -17442601.911254
  nChanged 1253
		SP:Iteration 15Q (57734.780000 sec): 3 clusters
  Score: Raw -17457080.431308 + Penalty 13570.449862 = -17443509.981446
  nChanged 833
		SP:Iteration 16Q (57735.240000 sec): 3 clusters
  Score: Raw -17457676.532729 + Penalty 13570.449862 = -17444106.082868
  nChanged 513
		SP:Iteration 17Q (57735.680000 sec): 3 clusters
  Score: Raw -17458035.643880 + Penalty 13570.449862 = -17444465.194019
  nChanged 338
		SP:Iteration 18Q (57736.100000 sec): 3 clusters
  Score: Raw -17458270.803189 + Penalty 13570.449862 = -17444700.353327
  nChanged 221
		SP:Iteration 19Q (57736.500000 sec): 3 clusters
  Score: Raw -17458421.412823 + Penalty 13570.449862 = -17444850.962961
  nChanged 163
		SP:Iteration 20F (57736.990000 sec): 3 clusters
  Score: Raw -17458545.174171 + Penalty 13570.449862 = -17444974.724310
  nChanged 133
		SP:Iteration 21Q (57737.380000 sec): 3 clusters
  Score: Raw -17458652.131953 + Penalty 13570.449862 = -17445081.682091
  nChanged 102
		SP:Iteration 22Q (57737.770000 sec): 3 clusters
  Score: Raw -17458731.809446 + Penalty 13570.449862 = -17445161.359585
  nChanged 75
		SP:Iteration 23Q (57738.150000 sec): 3 clusters
  Score: Raw -17458790.769895 + Penalty 13570.449862 = -17445220.320034
  nChanged 53
		SP:Iteration 24Q (57738.530000 sec): 3 clusters
  Score: Raw -17458827.143251 + Penalty 13570.449862 = -17445256.693389
  nChanged 40
		SP:Iteration 25Q (57738.910000 sec): 3 clusters
  Score: Raw -17458860.387884 + Penalty 13570.449862 = -17445289.938022
  nChanged 32
		SP:Iteration 26Q (57739.280000 sec): 3 clusters
  Score: Raw -17458887.694468 + Penalty 13570.449862 = -17445317.244606
  nChanged 30
		SP:Iteration 27Q (57739.660000 sec): 3 clusters
  Score: Raw -17458910.312414 + Penalty 13570.449862 = -17445339.862552
  nChanged 23
		SP:Iteration 28Q (57740.020000 sec): 3 clusters
  Score: Raw -17458931.122947 + Penalty 13570.449862 = -17445360.673085
  nChanged 25
		SP:Iteration 29Q (57740.370000 sec): 3 clusters
  Score: Raw -17458953.672595 + Penalty 13570.449862 = -17445383.222733
  nChanged 19
		SP:Iteration 30Q (57740.720000 sec): 3 clusters
  Score: Raw -17458968.510792 + Penalty 13570.449862 = -17445398.060930
  nChanged 16
		SP:Iteration 31Q (57741.080000 sec): 3 clusters
  Score: Raw -17458981.937066 + Penalty 13570.449862 = -17445411.487205
  nChanged 13
		SP:Iteration 32Q (57741.430000 sec): 3 clusters
  Score: Raw -17458992.425882 + Penalty 13570.449862 = -17445421.976020
  nChanged 11
		SP:Iteration 33Q (57741.780000 sec): 3 clusters
  Score: Raw -17459002.737257 + Penalty 13570.449862 = -17445432.287395
  nChanged 7
		SP:Iteration 34Q (57742.130000 sec): 3 clusters
  Score: Raw -17459007.950519 + Penalty 13570.449862 = -17445437.500657
  nChanged 4
		SP:Iteration 35Q (57742.480000 sec): 3 clusters
  Score: Raw -17459009.617970 + Penalty 13570.449862 = -17445439.168108
  nChanged 0
		SP:Iteration 36F (57742.940000 sec): 3 clusters
  Score: Raw -17459009.617970 + Penalty 13570.449862 = -17445439.168108
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (56274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57743.290000 sec): 2 clusters
  Score: Raw -14975210.648573 + Penalty 6699.517586 = -14968511.130987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57743.700000 sec): 3 clusters
  Score: Raw -14942389.884959 + Penalty 13399.035172 = -14928990.849787
  nChanged 24872
		SP:Iteration 1F (57744.100000 sec): 3 clusters
  Score: Raw -14955578.717361 + Penalty 13399.035172 = -14942179.682189
  nChanged 2735
		SP:Iteration 2Q (57744.510000 sec): 3 clusters
  Score: Raw -14956443.620726 + Penalty 13399.035172 = -14943044.585554
  nChanged 2230
		SP:Iteration 3Q (57744.920000 sec): 3 clusters
  Score: Raw -14957074.104933 + Penalty 13399.035172 = -14943675.069761
  nChanged 1895
		SP:Iteration 4Q (57745.330000 sec): 3 clusters
  Score: Raw -14957572.386221 + Penalty 13399.035172 = -14944173.351049
  nChanged 1675
		SP:Iteration 5Q (57745.740000 sec): 3 clusters
  Score: Raw -14957985.228749 + Penalty 13399.035172 = -14944586.193576
  nChanged 1468
		SP:Iteration 6Q (57746.150000 sec): 3 clusters
  Score: Raw -14958345.881053 + Penalty 13399.035172 = -14944946.845881
  nChanged 1420
		SP:Iteration 7Q (57746.560000 sec): 3 clusters
  Score: Raw -14958704.132911 + Penalty 13399.035172 = -14945305.097738
  nChanged 1357
		SP:Iteration 8Q (57746.960000 sec): 3 clusters
  Score: Raw -14959032.599472 + Penalty 13399.035172 = -14945633.564299
  nChanged 1368
		SP:Iteration 9Q (57747.380000 sec): 3 clusters
  Score: Raw -14959374.486813 + Penalty 13399.035172 = -14945975.451640
  nChanged 1394
		SP:Iteration 10Q (57747.780000 sec): 3 clusters
  Score: Raw -14959757.202534 + Penalty 13399.035172 = -14946358.167362
  nChanged 1485
		SP:Iteration 11Q (57748.190000 sec): 3 clusters
  Score: Raw -14960211.558057 + Penalty 13399.035172 = -14946812.522884
  nChanged 1645
		SP:Iteration 12Q (57748.600000 sec): 3 clusters
  Score: Raw -14960753.241401 + Penalty 13399.035172 = -14947354.206229
  nChanged 1787
		SP:Iteration 13Q (57749.010000 sec): 3 clusters
  Score: Raw -14961376.399375 + Penalty 13399.035172 = -14947977.364203
  nChanged 1924
		SP:Iteration 14Q (57749.420000 sec): 3 clusters
  Score: Raw -14962109.433545 + Penalty 13399.035172 = -14948710.398373
  nChanged 2016
		SP:Iteration 15Q (57749.820000 sec): 3 clusters
  Score: Raw -14962930.772055 + Penalty 13399.035172 = -14949531.736883
  nChanged 2121
		SP:Iteration 16Q (57750.230000 sec): 3 clusters
  Score: Raw -14963838.239030 + Penalty 13399.035172 = -14950439.203857
  nChanged 2123
		SP:Iteration 17Q (57750.640000 sec): 3 clusters
  Score: Raw -14964828.136837 + Penalty 13399.035172 = -14951429.101665
  nChanged 2251
		SP:Iteration 18Q (57751.050000 sec): 3 clusters
  Score: Raw -14965945.956260 + Penalty 13399.035172 = -14952546.921088
  nChanged 2215
		SP:Iteration 19Q (57751.460000 sec): 3 clusters
  Score: Raw -14967115.301889 + Penalty 13399.035172 = -14953716.266717
  nChanged 2165
		SP:Iteration 20F (57751.860000 sec): 3 clusters
  Score: Raw -14968339.537740 + Penalty 13399.035172 = -14954940.502568
  nChanged 2068
		SP:Iteration 21Q (57752.260000 sec): 3 clusters
  Score: Raw -14969606.812612 + Penalty 13399.035172 = -14956207.777440
  nChanged 2019
		SP:Iteration 22Q (57752.670000 sec): 3 clusters
  Score: Raw -14970980.536734 + Penalty 13399.035172 = -14957581.501562
  nChanged 1783
		SP:Iteration 23Q (57753.070000 sec): 3 clusters
  Score: Raw -14972246.610477 + Penalty 13399.035172 = -14958847.575304
  nChanged 1499
		SP:Iteration 24Q (57753.470000 sec): 3 clusters
  Score: Raw -14973360.827474 + Penalty 13399.035172 = -14959961.792302
  nChanged 1145
		SP:Iteration 25Q (57753.860000 sec): 3 clusters
  Score: Raw -14974231.948943 + Penalty 13399.035172 = -14960832.913770
  nChanged 828
		SP:Iteration 26Q (57754.220000 sec): 3 clusters
  Score: Raw -14974900.904007 + Penalty 13399.035172 = -14961501.868834
  nChanged 581
		SP:Iteration 27Q (57754.580000 sec): 3 clusters
  Score: Raw -14975335.629331 + Penalty 13399.035172 = -14961936.594159
  nChanged 402
		SP:Iteration 28Q (57754.920000 sec): 3 clusters
  Score: Raw -14975628.393986 + Penalty 13399.035172 = -14962229.358813
  nChanged 267
		SP:Iteration 29Q (57755.250000 sec): 3 clusters
  Score: Raw -14975836.601539 + Penalty 13399.035172 = -14962437.566366
  nChanged 220
		SP:Iteration 30Q (57755.570000 sec): 3 clusters
  Score: Raw -14976006.988992 + Penalty 13399.035172 = -14962607.953820
  nChanged 171
		SP:Iteration 31Q (57755.880000 sec): 3 clusters
  Score: Raw -14976125.997141 + Penalty 13399.035172 = -14962726.961969
  nChanged 140
		SP:Iteration 32Q (57756.190000 sec): 3 clusters
  Score: Raw -14976224.794911 + Penalty 13399.035172 = -14962825.759738
  nChanged 105
		SP:Iteration 33Q (57756.500000 sec): 3 clusters
  Score: Raw -14976295.355540 + Penalty 13399.035172 = -14962896.320368
  nChanged 87
		SP:Iteration 34Q (57756.800000 sec): 3 clusters
  Score: Raw -14976353.514718 + Penalty 13399.035172 = -14962954.479545
  nChanged 58
		SP:Iteration 35Q (57757.100000 sec): 3 clusters
  Score: Raw -14976391.963026 + Penalty 13399.035172 = -14962992.927854
  nChanged 44
		SP:Iteration 36Q (57757.390000 sec): 3 clusters
  Score: Raw -14976415.949904 + Penalty 13399.035172 = -14963016.914732
  nChanged 30
		SP:Iteration 37Q (57757.690000 sec): 3 clusters
  Score: Raw -14976438.862925 + Penalty 13399.035172 = -14963039.827753
  nChanged 42
		SP:Iteration 38Q (57757.980000 sec): 3 clusters
  Score: Raw -14976465.351960 + Penalty 13399.035172 = -14963066.316788
  nChanged 25
		SP:Iteration 39Q (57758.280000 sec): 3 clusters
  Score: Raw -14976483.573819 + Penalty 13399.035172 = -14963084.538647
  nChanged 34
		SP:Iteration 40F (57758.680000 sec): 3 clusters
  Score: Raw -14976503.661428 + Penalty 13399.035172 = -14963104.626256
  nChanged 37
		SP:Iteration 41Q (57758.990000 sec): 3 clusters
  Score: Raw -14976526.213801 + Penalty 13399.035172 = -14963127.178629
  nChanged 28
		SP:Iteration 42Q (57759.290000 sec): 3 clusters
  Score: Raw -14976541.190013 + Penalty 13399.035172 = -14963142.154841
  nChanged 19
		SP:Iteration 43Q (57759.600000 sec): 3 clusters
  Score: Raw -14976553.564760 + Penalty 13399.035172 = -14963154.529587
  nChanged 24
		SP:Iteration 44Q (57759.890000 sec): 3 clusters
  Score: Raw -14976567.170206 + Penalty 13399.035172 = -14963168.135034
  nChanged 24
		SP:Iteration 45Q (57760.180000 sec): 3 clusters
  Score: Raw -14976578.890722 + Penalty 13399.035172 = -14963179.855549
  nChanged 17
		SP:Iteration 46Q (57760.460000 sec): 3 clusters
  Score: Raw -14976586.726929 + Penalty 13399.035172 = -14963187.691756
  nChanged 9
		SP:Iteration 47Q (57760.750000 sec): 3 clusters
  Score: Raw -14976590.754265 + Penalty 13399.035172 = -14963191.719093
  nChanged 6
		SP:Iteration 48Q (57761.040000 sec): 3 clusters
  Score: Raw -14976594.519700 + Penalty 13399.035172 = -14963195.484528
  nChanged 4
		SP:Iteration 49Q (57761.330000 sec): 3 clusters
  Score: Raw -14976596.294988 + Penalty 13399.035172 = -14963197.259816
  nChanged 1
		SP:Iteration 50Q (57761.620000 sec): 3 clusters
  Score: Raw -14976596.743241 + Penalty 13399.035172 = -14963197.708069
  nChanged 0
		SP:Iteration 51F (57762.020000 sec): 3 clusters
  Score: Raw -14976596.743241 + Penalty 13399.035172 = -14963197.708069
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57762.060000 sec): 2 clusters
  Score: Raw -209491.116298 + Penalty 4146.405711 = -205344.710587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57762.070000 sec): 3 clusters
  Score: Raw -209893.304961 + Penalty 8292.811422 = -201600.493540
  nChanged 137
		SP:Iteration 1F (57762.080000 sec): 3 clusters
  Score: Raw -210269.397845 + Penalty 8292.811422 = -201976.586423
  nChanged 54
		SP:Iteration 2F (57762.080000 sec): 3 clusters
  Score: Raw -210438.353476 + Penalty 8292.811422 = -202145.542055
  nChanged 30
		SP:Iteration 3Q (57762.090000 sec): 3 clusters
  Score: Raw -210550.835020 + Penalty 8292.811422 = -202258.023599
  nChanged 25
		SP:Iteration 4Q (57762.100000 sec): 3 clusters
  Score: Raw -210727.123293 + Penalty 8292.811422 = -202434.311871
  nChanged 30
		SP:Iteration 5Q (57762.100000 sec): 3 clusters
  Score: Raw -210830.489932 + Penalty 8292.811422 = -202537.678511
  nChanged 30
		SP:Iteration 6Q (57762.110000 sec): 3 clusters
  Score: Raw -211027.907988 + Penalty 8292.811422 = -202735.096566
  nChanged 30
		SP:Iteration 7Q (57762.110000 sec): 3 clusters
  Score: Raw -211303.518001 + Penalty 8292.811422 = -203010.706580
  nChanged 35
		SP:Iteration 8Q (57762.120000 sec): 3 clusters
  Score: Raw -211762.916919 + Penalty 8292.811422 = -203470.105497
  nChanged 36
		SP:Iteration 9Q (57762.120000 sec): 3 clusters
  Score: Raw -212118.166537 + Penalty 8292.811422 = -203825.355116
  nChanged 35
		SP:Iteration 10Q (57762.130000 sec): 3 clusters
  Score: Raw -212393.006321 + Penalty 8292.811422 = -204100.194900
  nChanged 22
		SP:Iteration 11Q (57762.130000 sec): 3 clusters
  Score: Raw -212565.090936 + Penalty 8292.811422 = -204272.279515
  nChanged 16
		SP:Iteration 12Q (57762.140000 sec): 3 clusters
  Score: Raw -212742.437746 + Penalty 8292.811422 = -204449.626325
  nChanged 15
		SP:Iteration 13Q (57762.140000 sec): 3 clusters
  Score: Raw -212854.904449 + Penalty 8292.811422 = -204562.093028
  nChanged 7
		SP:Iteration 14Q (57762.140000 sec): 3 clusters
  Score: Raw -212890.794586 + Penalty 8292.811422 = -204597.983164
  nChanged 5
		SP:Iteration 15Q (57762.150000 sec): 3 clusters
  Score: Raw -212925.283157 + Penalty 8292.811422 = -204632.471735
  nChanged 2
		SP:Iteration 16Q (57762.160000 sec): 3 clusters
  Score: Raw -212931.617437 + Penalty 8292.811422 = -204638.806016
  nChanged 0
		SP:Iteration 17F (57762.160000 sec): 3 clusters
  Score: Raw -212936.001085 + Penalty 8292.811422 = -204643.189663
  nChanged 1
		SP:Iteration 18Q (57762.170000 sec): 3 clusters
  Score: Raw -212944.181608 + Penalty 8292.811422 = -204651.370186
  nChanged 0
		SP:Iteration 19F (57762.170000 sec): 3 clusters
  Score: Raw -212944.181608 + Penalty 8292.811422 = -204651.370186
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57762.190000 sec): 2 clusters
  Score: Raw -449609.744359 + Penalty 4573.064378 = -445036.679981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57762.200000 sec): 3 clusters
  Score: Raw -449457.778847 + Penalty 9146.128756 = -440311.650091
  nChanged 370
		SP:Iteration 1F (57762.210000 sec): 3 clusters
  Score: Raw -450003.723439 + Penalty 9146.128756 = -440857.594683
  nChanged 101
		SP:Iteration 2F (57762.230000 sec): 3 clusters
  Score: Raw -450193.670467 + Penalty 9146.128756 = -441047.541711
  nChanged 41
		SP:Iteration 3Q (57762.240000 sec): 3 clusters
  Score: Raw -450290.774288 + Penalty 9146.128756 = -441144.645532
  nChanged 25
		SP:Iteration 4Q (57762.250000 sec): 3 clusters
  Score: Raw -450329.269285 + Penalty 9146.128756 = -441183.140529
  nChanged 15
		SP:Iteration 5Q (57762.260000 sec): 3 clusters
  Score: Raw -450354.567737 + Penalty 9146.128756 = -441208.438981
  nChanged 9
		SP:Iteration 6Q (57762.270000 sec): 3 clusters
  Score: Raw -450370.437177 + Penalty 9146.128756 = -441224.308421
  nChanged 7
		SP:Iteration 7Q (57762.280000 sec): 3 clusters
  Score: Raw -450384.211289 + Penalty 9146.128756 = -441238.082532
  nChanged 7
		SP:Iteration 8Q (57762.300000 sec): 3 clusters
  Score: Raw -450397.729327 + Penalty 9146.128756 = -441251.600571
  nChanged 5
		SP:Iteration 9Q (57762.310000 sec): 3 clusters
  Score: Raw -450403.514889 + Penalty 9146.128756 = -441257.386132
  nChanged 2
		SP:Iteration 10Q (57762.320000 sec): 3 clusters
  Score: Raw -450408.496749 + Penalty 9146.128756 = -441262.367993
  nChanged 3
		SP:Iteration 11Q (57762.330000 sec): 3 clusters
  Score: Raw -450415.899605 + Penalty 9146.128756 = -441269.770849
  nChanged 4
		SP:Iteration 12Q (57762.340000 sec): 3 clusters
  Score: Raw -450421.042731 + Penalty 9146.128756 = -441274.913974
  nChanged 5
		SP:Iteration 13Q (57762.360000 sec): 3 clusters
  Score: Raw -450433.370956 + Penalty 9146.128756 = -441287.242200
  nChanged 4
		SP:Iteration 14Q (57762.370000 sec): 3 clusters
  Score: Raw -450440.735826 + Penalty 9146.128756 = -441294.607070
  nChanged 5
		SP:Iteration 15Q (57762.380000 sec): 3 clusters
  Score: Raw -450451.134994 + Penalty 9146.128756 = -441305.006237
  nChanged 9
		SP:Iteration 16Q (57762.390000 sec): 3 clusters
  Score: Raw -450468.058289 + Penalty 9146.128756 = -441321.929533
  nChanged 8
		SP:Iteration 17Q (57762.400000 sec): 3 clusters
  Score: Raw -450489.900517 + Penalty 9146.128756 = -441343.771761
  nChanged 12
		SP:Iteration 18Q (57762.420000 sec): 3 clusters
  Score: Raw -450512.735490 + Penalty 9146.128756 = -441366.606733
  nChanged 6
		SP:Iteration 19Q (57762.430000 sec): 3 clusters
  Score: Raw -450520.113411 + Penalty 9146.128756 = -441373.984655
  nChanged 3
		SP:Iteration 20F (57762.440000 sec): 3 clusters
  Score: Raw -450522.714322 + Penalty 9146.128756 = -441376.585566
  nChanged 1
		SP:Iteration 21Q (57762.450000 sec): 3 clusters
  Score: Raw -450524.759342 + Penalty 9146.128756 = -441378.630586
  nChanged 2
		SP:Iteration 22Q (57762.460000 sec): 3 clusters
  Score: Raw -450528.406915 + Penalty 9146.128756 = -441382.278159
  nChanged 3
		SP:Iteration 23Q (57762.480000 sec): 3 clusters
  Score: Raw -450532.127699 + Penalty 9146.128756 = -441385.998943
  nChanged 1
		SP:Iteration 24Q (57762.490000 sec): 3 clusters
  Score: Raw -450533.645754 + Penalty 9146.128756 = -441387.516997
  nChanged 0
		SP:Iteration 25F (57762.500000 sec): 3 clusters
  Score: Raw -450533.645754 + Penalty 9146.128756 = -441387.516997
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57762.510000 sec): 2 clusters
  Score: Raw -134477.176587 + Penalty 3840.980415 = -130636.196173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57762.520000 sec): 3 clusters
  Score: Raw -134927.559514 + Penalty 7681.960829 = -127245.598685
  nChanged 43
		SP:Iteration 1F (57762.520000 sec): 3 clusters
  Score: Raw -135112.358197 + Penalty 7681.960829 = -127430.397368
  nChanged 14
		SP:Iteration 2Q (57762.520000 sec): 3 clusters
  Score: Raw -135196.711290 + Penalty 7681.960829 = -127514.750461
  nChanged 10
		SP:Iteration 3Q (57762.530000 sec): 3 clusters
  Score: Raw -135242.528098 + Penalty 7681.960829 = -127560.567269
  nChanged 1
		SP:Iteration 4Q (57762.530000 sec): 3 clusters
  Score: Raw -135249.051364 + Penalty 7681.960829 = -127567.090535
  nChanged 0
		SP:Iteration 5F (57762.540000 sec): 3 clusters
  Score: Raw -135249.051364 + Penalty 7681.960829 = -127567.090535
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57762.660000 sec): 2 clusters
  Score: Raw -4671272.303088 + Penalty 5993.027739 = -4665279.275350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57762.790000 sec): 3 clusters
  Score: Raw -4662159.123633 + Penalty 11986.055477 = -4650173.068156
  nChanged 7067
		SP:Iteration 1F (57762.920000 sec): 3 clusters
  Score: Raw -4666141.977045 + Penalty 11986.055477 = -4654155.921568
  nChanged 1321
		SP:Iteration 2F (57763.040000 sec): 3 clusters
  Score: Raw -4666868.252700 + Penalty 11986.055477 = -4654882.197223
  nChanged 972
		SP:Iteration 3F (57763.180000 sec): 3 clusters
  Score: Raw -4667376.116352 + Penalty 11986.055477 = -4655390.060875
  nChanged 768
		SP:Iteration 4Q (57763.310000 sec): 3 clusters
  Score: Raw -4667788.260944 + Penalty 11986.055477 = -4655802.205467
  nChanged 695
		SP:Iteration 5Q (57763.450000 sec): 3 clusters
  Score: Raw -4668182.085231 + Penalty 11986.055477 = -4656196.029754
  nChanged 686
		SP:Iteration 6Q (57763.580000 sec): 3 clusters
  Score: Raw -4668554.840751 + Penalty 11986.055477 = -4656568.785274
  nChanged 617
		SP:Iteration 7Q (57763.720000 sec): 3 clusters
  Score: Raw -4668886.913989 + Penalty 11986.055477 = -4656900.858512
  nChanged 595
		SP:Iteration 8Q (57763.850000 sec): 3 clusters
  Score: Raw -4669212.723991 + Penalty 11986.055477 = -4657226.668514
  nChanged 574
		SP:Iteration 9Q (57763.980000 sec): 3 clusters
  Score: Raw -4669556.217287 + Penalty 11986.055477 = -4657570.161810
  nChanged 600
		SP:Iteration 10Q (57764.120000 sec): 3 clusters
  Score: Raw -4669883.652998 + Penalty 11986.055477 = -4657897.597520
  nChanged 539
		SP:Iteration 11Q (57764.250000 sec): 3 clusters
  Score: Raw -4670168.299070 + Penalty 11986.055477 = -4658182.243592
  nChanged 505
		SP:Iteration 12Q (57764.380000 sec): 3 clusters
  Score: Raw -4670437.854278 + Penalty 11986.055477 = -4658451.798801
  nChanged 495
		SP:Iteration 13Q (57764.510000 sec): 3 clusters
  Score: Raw -4670705.564190 + Penalty 11986.055477 = -4658719.508713
  nChanged 468
		SP:Iteration 14Q (57764.640000 sec): 3 clusters
  Score: Raw -4670955.128361 + Penalty 11986.055477 = -4658969.072884
  nChanged 398
		SP:Iteration 15Q (57764.770000 sec): 3 clusters
  Score: Raw -4671187.178675 + Penalty 11986.055477 = -4659201.123198
  nChanged 390
		SP:Iteration 16Q (57764.900000 sec): 3 clusters
  Score: Raw -4671400.042936 + Penalty 11986.055477 = -4659413.987459
  nChanged 366
		SP:Iteration 17Q (57765.020000 sec): 3 clusters
  Score: Raw -4671596.694309 + Penalty 11986.055477 = -4659610.638832
  nChanged 316
		SP:Iteration 18Q (57765.150000 sec): 3 clusters
  Score: Raw -4671801.558807 + Penalty 11986.055477 = -4659815.503330
  nChanged 318
		SP:Iteration 19Q (57765.270000 sec): 3 clusters
  Score: Raw -4672027.443618 + Penalty 11986.055477 = -4660041.388141
  nChanged 307
		SP:Iteration 20F (57765.400000 sec): 3 clusters
  Score: Raw -4672246.471094 + Penalty 11986.055477 = -4660260.415617
  nChanged 285
		SP:Iteration 21Q (57765.520000 sec): 3 clusters
  Score: Raw -4672463.272630 + Penalty 11986.055477 = -4660477.217153
  nChanged 265
		SP:Iteration 22Q (57765.640000 sec): 3 clusters
  Score: Raw -4672636.108893 + Penalty 11986.055477 = -4660650.053415
  nChanged 238
		SP:Iteration 23Q (57765.760000 sec): 3 clusters
  Score: Raw -4672754.411854 + Penalty 11986.055477 = -4660768.356377
  nChanged 166
		SP:Iteration 24Q (57765.880000 sec): 3 clusters
  Score: Raw -4672819.711696 + Penalty 11986.055477 = -4660833.656218
  nChanged 143
		SP:Iteration 25Q (57766.000000 sec): 3 clusters
  Score: Raw -4672877.414625 + Penalty 11986.055477 = -4660891.359148
  nChanged 104
		SP:Iteration 26Q (57766.120000 sec): 3 clusters
  Score: Raw -4672921.131562 + Penalty 11986.055477 = -4660935.076085
  nChanged 91
		SP:Iteration 27Q (57766.240000 sec): 3 clusters
  Score: Raw -4672953.624756 + Penalty 11986.055477 = -4660967.569279
  nChanged 68
		SP:Iteration 28Q (57766.360000 sec): 3 clusters
  Score: Raw -4672978.290635 + Penalty 11986.055477 = -4660992.235158
  nChanged 67
		SP:Iteration 29Q (57766.470000 sec): 3 clusters
  Score: Raw -4672998.706240 + Penalty 11986.055477 = -4661012.650763
  nChanged 51
		SP:Iteration 30Q (57766.590000 sec): 3 clusters
  Score: Raw -4673013.224091 + Penalty 11986.055477 = -4661027.168614
  nChanged 38
		SP:Iteration 31Q (57766.710000 sec): 3 clusters
  Score: Raw -4673024.068085 + Penalty 11986.055477 = -4661038.012608
  nChanged 28
		SP:Iteration 32Q (57766.820000 sec): 3 clusters
  Score: Raw -4673031.157411 + Penalty 11986.055477 = -4661045.101934
  nChanged 33
		SP:Iteration 33Q (57766.940000 sec): 3 clusters
  Score: Raw -4673039.697652 + Penalty 11986.055477 = -4661053.642175
  nChanged 27
		SP:Iteration 34Q (57767.050000 sec): 3 clusters
  Score: Raw -4673046.328938 + Penalty 11986.055477 = -4661060.273461
  nChanged 34
		SP:Iteration 35Q (57767.170000 sec): 3 clusters
  Score: Raw -4673055.323205 + Penalty 11986.055477 = -4661069.267728
  nChanged 31
		SP:Iteration 36Q (57767.290000 sec): 3 clusters
  Score: Raw -4673065.778627 + Penalty 11986.055477 = -4661079.723150
  nChanged 29
		SP:Iteration 37Q (57767.400000 sec): 3 clusters
  Score: Raw -4673072.464964 + Penalty 11986.055477 = -4661086.409487
  nChanged 25
		SP:Iteration 38Q (57767.520000 sec): 3 clusters
  Score: Raw -4673078.772355 + Penalty 11986.055477 = -4661092.716878
  nChanged 20
		SP:Iteration 39Q (57767.630000 sec): 3 clusters
  Score: Raw -4673084.063524 + Penalty 11986.055477 = -4661098.008047
  nChanged 18
		SP:Iteration 40F (57767.760000 sec): 3 clusters
  Score: Raw -4673088.660898 + Penalty 11986.055477 = -4661102.605421
  nChanged 15
		SP:Iteration 41Q (57767.880000 sec): 3 clusters
  Score: Raw -4673091.891131 + Penalty 11986.055477 = -4661105.835654
  nChanged 11
		SP:Iteration 42Q (57767.990000 sec): 3 clusters
  Score: Raw -4673095.353430 + Penalty 11986.055477 = -4661109.297953
  nChanged 14
		SP:Iteration 43Q (57768.110000 sec): 3 clusters
  Score: Raw -4673098.003475 + Penalty 11986.055477 = -4661111.947998
  nChanged 16
		SP:Iteration 44Q (57768.230000 sec): 3 clusters
  Score: Raw -4673101.834850 + Penalty 11986.055477 = -4661115.779373
  nChanged 19
		SP:Iteration 45Q (57768.340000 sec): 3 clusters
  Score: Raw -4673106.271735 + Penalty 11986.055477 = -4661120.216258
  nChanged 16
		SP:Iteration 46Q (57768.460000 sec): 3 clusters
  Score: Raw -4673110.100159 + Penalty 11986.055477 = -4661124.044682
  nChanged 11
		SP:Iteration 47Q (57768.570000 sec): 3 clusters
  Score: Raw -4673112.288448 + Penalty 11986.055477 = -4661126.232971
  nChanged 8
		SP:Iteration 48Q (57768.690000 sec): 3 clusters
  Score: Raw -4673114.203440 + Penalty 11986.055477 = -4661128.147963
  nChanged 8
		SP:Iteration 49Q (57768.800000 sec): 3 clusters
  Score: Raw -4673115.382591 + Penalty 11986.055477 = -4661129.327114
  nChanged 6
		SP:Iteration 50Q (57768.920000 sec): 3 clusters
  Score: Raw -4673116.269135 + Penalty 11986.055477 = -4661130.213658
  nChanged 7
		SP:Iteration 51Q (57769.030000 sec): 3 clusters
  Score: Raw -4673118.035533 + Penalty 11986.055477 = -4661131.980056
  nChanged 8
		SP:Iteration 52Q (57769.150000 sec): 3 clusters
  Score: Raw -4673120.688916 + Penalty 11986.055477 = -4661134.633439
  nChanged 11
		SP:Iteration 53Q (57769.270000 sec): 3 clusters
  Score: Raw -4673122.891469 + Penalty 11986.055477 = -4661136.835992
  nChanged 5
		SP:Iteration 54Q (57769.380000 sec): 3 clusters
  Score: Raw -4673123.748659 + Penalty 11986.055477 = -4661137.693182
  nChanged 5
		SP:Iteration 55Q (57769.500000 sec): 3 clusters
  Score: Raw -4673124.895830 + Penalty 11986.055477 = -4661138.840353
  nChanged 3
		SP:Iteration 56Q (57769.610000 sec): 3 clusters
  Score: Raw -4673125.890101 + Penalty 11986.055477 = -4661139.834624
  nChanged 2
		SP:Iteration 57Q (57769.730000 sec): 3 clusters
  Score: Raw -4673126.297854 + Penalty 11986.055477 = -4661140.242376
  nChanged 3
		SP:Iteration 58Q (57769.840000 sec): 3 clusters
  Score: Raw -4673126.919584 + Penalty 11986.055477 = -4661140.864107
  nChanged 3
		SP:Iteration 59Q (57769.960000 sec): 3 clusters
  Score: Raw -4673127.545846 + Penalty 11986.055477 = -4661141.490369
  nChanged 2
		SP:Iteration 60F (57770.090000 sec): 3 clusters
  Score: Raw -4673127.956414 + Penalty 11986.055477 = -4661141.900937
  nChanged 2
		SP:Iteration 61Q (57770.200000 sec): 3 clusters
  Score: Raw -4673128.319910 + Penalty 11986.055477 = -4661142.264433
  nChanged 1
		SP:Iteration 62Q (57770.320000 sec): 3 clusters
  Score: Raw -4673128.426630 + Penalty 11986.055477 = -4661142.371153
  nChanged 0
		SP:Iteration 63F (57770.450000 sec): 3 clusters
  Score: Raw -4673128.426630 + Penalty 11986.055477 = -4661142.371153
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57770.480000 sec): 2 clusters
  Score: Raw -907651.569644 + Penalty 5027.867978 = -902623.701666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57770.510000 sec): 3 clusters
  Score: Raw -906497.999725 + Penalty 10055.735956 = -896442.263769
  nChanged 1074
		SP:Iteration 1F (57770.530000 sec): 3 clusters
  Score: Raw -907401.542836 + Penalty 10055.735956 = -897345.806879
  nChanged 295
		SP:Iteration 2F (57770.560000 sec): 3 clusters
  Score: Raw -907757.465525 + Penalty 10055.735956 = -897701.729569
  nChanged 180
		SP:Iteration 3Q (57770.590000 sec): 3 clusters
  Score: Raw -907982.744162 + Penalty 10055.735956 = -897927.008205
  nChanged 142
		SP:Iteration 4Q (57770.610000 sec): 3 clusters
  Score: Raw -908154.595136 + Penalty 10055.735956 = -898098.859180
  nChanged 125
		SP:Iteration 5Q (57770.640000 sec): 3 clusters
  Score: Raw -908303.593237 + Penalty 10055.735956 = -898247.857281
  nChanged 103
		SP:Iteration 6Q (57770.660000 sec): 3 clusters
  Score: Raw -908428.940537 + Penalty 10055.735956 = -898373.204581
  nChanged 92
		SP:Iteration 7Q (57770.690000 sec): 3 clusters
  Score: Raw -908525.054098 + Penalty 10055.735956 = -898469.318142
  nChanged 85
		SP:Iteration 8Q (57770.710000 sec): 3 clusters
  Score: Raw -908627.007866 + Penalty 10055.735956 = -898571.271910
  nChanged 72
		SP:Iteration 9Q (57770.740000 sec): 3 clusters
  Score: Raw -908718.395039 + Penalty 10055.735956 = -898662.659083
  nChanged 74
		SP:Iteration 10Q (57770.760000 sec): 3 clusters
  Score: Raw -908812.109095 + Penalty 10055.735956 = -898756.373139
  nChanged 72
		SP:Iteration 11Q (57770.790000 sec): 3 clusters
  Score: Raw -908891.805334 + Penalty 10055.735956 = -898836.069378
  nChanged 53
		SP:Iteration 12Q (57770.810000 sec): 3 clusters
  Score: Raw -908961.867269 + Penalty 10055.735956 = -898906.131313
  nChanged 54
		SP:Iteration 13Q (57770.830000 sec): 3 clusters
  Score: Raw -909025.813050 + Penalty 10055.735956 = -898970.077094
  nChanged 49
		SP:Iteration 14Q (57770.860000 sec): 3 clusters
  Score: Raw -909088.220672 + Penalty 10055.735956 = -899032.484716
  nChanged 50
		SP:Iteration 15Q (57770.880000 sec): 3 clusters
  Score: Raw -909144.018521 + Penalty 10055.735956 = -899088.282565
  nChanged 47
		SP:Iteration 16Q (57770.910000 sec): 3 clusters
  Score: Raw -909190.032536 + Penalty 10055.735956 = -899134.296580
  nChanged 28
		SP:Iteration 17Q (57770.930000 sec): 3 clusters
  Score: Raw -909225.409758 + Penalty 10055.735956 = -899169.673802
  nChanged 32
		SP:Iteration 18Q (57770.950000 sec): 3 clusters
  Score: Raw -909258.865677 + Penalty 10055.735956 = -899203.129720
  nChanged 38
		SP:Iteration 19Q (57770.980000 sec): 3 clusters
  Score: Raw -909308.594820 + Penalty 10055.735956 = -899252.858864
  nChanged 36
		SP:Iteration 20F (57771.010000 sec): 3 clusters
  Score: Raw -909342.191880 + Penalty 10055.735956 = -899286.455924
  nChanged 24
		SP:Iteration 21Q (57771.030000 sec): 3 clusters
  Score: Raw -909369.082000 + Penalty 10055.735956 = -899313.346044
  nChanged 18
		SP:Iteration 22Q (57771.050000 sec): 3 clusters
  Score: Raw -909387.839958 + Penalty 10055.735956 = -899332.104002
  nChanged 11
		SP:Iteration 23Q (57771.080000 sec): 3 clusters
  Score: Raw -909395.839809 + Penalty 10055.735956 = -899340.103853
  nChanged 7
		SP:Iteration 24Q (57771.100000 sec): 3 clusters
  Score: Raw -909402.823440 + Penalty 10055.735956 = -899347.087484
  nChanged 7
		SP:Iteration 25Q (57771.130000 sec): 3 clusters
  Score: Raw -909411.810396 + Penalty 10055.735956 = -899356.074440
  nChanged 9
		SP:Iteration 26Q (57771.150000 sec): 3 clusters
  Score: Raw -909420.333817 + Penalty 10055.735956 = -899364.597861
  nChanged 11
		SP:Iteration 27Q (57771.170000 sec): 3 clusters
  Score: Raw -909430.266300 + Penalty 10055.735956 = -899374.530344
  nChanged 9
		SP:Iteration 28Q (57771.190000 sec): 3 clusters
  Score: Raw -909437.552441 + Penalty 10055.735956 = -899381.816485
  nChanged 10
		SP:Iteration 29Q (57771.220000 sec): 3 clusters
  Score: Raw -909455.889460 + Penalty 10055.735956 = -899400.153504
  nChanged 13
		SP:Iteration 30Q (57771.240000 sec): 3 clusters
  Score: Raw -909466.703247 + Penalty 10055.735956 = -899410.967291
  nChanged 9
		SP:Iteration 31Q (57771.270000 sec): 3 clusters
  Score: Raw -909473.070242 + Penalty 10055.735956 = -899417.334285
  nChanged 6
		SP:Iteration 32Q (57771.290000 sec): 3 clusters
  Score: Raw -909480.977202 + Penalty 10055.735956 = -899425.241246
  nChanged 9
		SP:Iteration 33Q (57771.310000 sec): 3 clusters
  Score: Raw -909487.296478 + Penalty 10055.735956 = -899431.560522
  nChanged 5
		SP:Iteration 34Q (57771.340000 sec): 3 clusters
  Score: Raw -909490.399274 + Penalty 10055.735956 = -899434.663318
  nChanged 4
		SP:Iteration 35Q (57771.360000 sec): 3 clusters
  Score: Raw -909493.854794 + Penalty 10055.735956 = -899438.118838
  nChanged 1
		SP:Iteration 36Q (57771.390000 sec): 3 clusters
  Score: Raw -909495.000558 + Penalty 10055.735956 = -899439.264602
  nChanged 1
		SP:Iteration 37Q (57771.410000 sec): 3 clusters
  Score: Raw -909495.767987 + Penalty 10055.735956 = -899440.032031
  nChanged 0
		SP:Iteration 38F (57771.430000 sec): 3 clusters
  Score: Raw -909495.767987 + Penalty 10055.735956 = -899440.032031
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57771.450000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57771.460000 sec): 3 clusters
  Score: Raw -382034.169287 + Penalty 8912.086091 = -373122.083196
  nChanged 278
		SP:Iteration 1F (57771.470000 sec): 3 clusters
  Score: Raw -382552.847221 + Penalty 8912.086091 = -373640.761129
  nChanged 89
		SP:Iteration 2F (57771.480000 sec): 3 clusters
  Score: Raw -382775.427623 + Penalty 8912.086091 = -373863.341531
  nChanged 51
		SP:Iteration 3Q (57771.490000 sec): 3 clusters
  Score: Raw -382980.050389 + Penalty 8912.086091 = -374067.964298
  nChanged 45
		SP:Iteration 4Q (57771.500000 sec): 3 clusters
  Score: Raw -383173.603197 + Penalty 8912.086091 = -374261.517106
  nChanged 35
		SP:Iteration 5Q (57771.510000 sec): 3 clusters
  Score: Raw -383287.301758 + Penalty 8912.086091 = -374375.215666
  nChanged 35
		SP:Iteration 6Q (57771.520000 sec): 3 clusters
  Score: Raw -383368.482388 + Penalty 8912.086091 = -374456.396297
  nChanged 30
		SP:Iteration 7Q (57771.530000 sec): 3 clusters
  Score: Raw -383421.294501 + Penalty 8912.086091 = -374509.208410
  nChanged 17
		SP:Iteration 8Q (57771.540000 sec): 3 clusters
  Score: Raw -383453.987578 + Penalty 8912.086091 = -374541.901486
  nChanged 19
		SP:Iteration 9Q (57771.550000 sec): 3 clusters
  Score: Raw -383489.933717 + Penalty 8912.086091 = -374577.847626
  nChanged 13
		SP:Iteration 10Q (57771.560000 sec): 3 clusters
  Score: Raw -383527.976378 + Penalty 8912.086091 = -374615.890286
  nChanged 9
		SP:Iteration 11Q (57771.570000 sec): 3 clusters
  Score: Raw -383547.999857 + Penalty 8912.086091 = -374635.913766
  nChanged 10
		SP:Iteration 12Q (57771.580000 sec): 3 clusters
  Score: Raw -383588.576113 + Penalty 8912.086091 = -374676.490021
  nChanged 11
		SP:Iteration 13Q (57771.590000 sec): 3 clusters
  Score: Raw -383609.336620 + Penalty 8912.086091 = -374697.250529
  nChanged 3
		SP:Iteration 14Q (57771.600000 sec): 3 clusters
  Score: Raw -383623.656285 + Penalty 8912.086091 = -374711.570194
  nChanged 4
		SP:Iteration 15Q (57771.610000 sec): 3 clusters
  Score: Raw -383632.395113 + Penalty 8912.086091 = -374720.309022
  nChanged 3
		SP:Iteration 16Q (57771.610000 sec): 3 clusters
  Score: Raw -383638.599267 + Penalty 8912.086091 = -374726.513175
  nChanged 2
		SP:Iteration 17Q (57771.630000 sec): 3 clusters
  Score: Raw -383643.220114 + Penalty 8912.086091 = -374731.134022
  nChanged 1
		SP:Iteration 18Q (57771.630000 sec): 3 clusters
  Score: Raw -383645.230624 + Penalty 8912.086091 = -374733.144532
  nChanged 2
		SP:Iteration 19Q (57771.640000 sec): 3 clusters
  Score: Raw -383650.465696 + Penalty 8912.086091 = -374738.379605
  nChanged 1
		SP:Iteration 20F (57771.650000 sec): 3 clusters
  Score: Raw -383654.172883 + Penalty 8912.086091 = -374742.086792
  nChanged 4
		SP:Iteration 21Q (57771.660000 sec): 3 clusters
  Score: Raw -383662.941812 + Penalty 8912.086091 = -374750.855721
  nChanged 8
		SP:Iteration 22Q (57771.670000 sec): 3 clusters
  Score: Raw -383677.524024 + Penalty 8912.086091 = -374765.437933
  nChanged 6
		SP:Iteration 23Q (57771.680000 sec): 3 clusters
  Score: Raw -383693.842103 + Penalty 8912.086091 = -374781.756011
  nChanged 5
		SP:Iteration 24Q (57771.690000 sec): 3 clusters
  Score: Raw -383706.610407 + Penalty 8912.086091 = -374794.524316
  nChanged 3
		SP:Iteration 25Q (57771.700000 sec): 3 clusters
  Score: Raw -383712.537113 + Penalty 8912.086091 = -374800.451022
  nChanged 3
		SP:Iteration 26Q (57771.710000 sec): 3 clusters
  Score: Raw -383720.514011 + Penalty 8912.086091 = -374808.427920
  nChanged 0
		SP:Iteration 27F (57771.720000 sec): 3 clusters
  Score: Raw -383720.514011 + Penalty 8912.086091 = -374808.427920
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57771.730000 sec): 2 clusters
  Score: Raw -335667.014438 + Penalty 4392.169193 = -331274.845245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57771.740000 sec): 3 clusters
  Score: Raw -335611.547586 + Penalty 8784.338386 = -326827.209199
  nChanged 228
		SP:Iteration 1F (57771.750000 sec): 3 clusters
  Score: Raw -336082.882187 + Penalty 8784.338386 = -327298.543801
  nChanged 77
		SP:Iteration 2F (57771.760000 sec): 3 clusters
  Score: Raw -336263.971500 + Penalty 8784.338386 = -327479.633114
  nChanged 30
		SP:Iteration 3Q (57771.770000 sec): 3 clusters
  Score: Raw -336325.507496 + Penalty 8784.338386 = -327541.169109
  nChanged 15
		SP:Iteration 4Q (57771.780000 sec): 3 clusters
  Score: Raw -336358.258125 + Penalty 8784.338386 = -327573.919738
  nChanged 9
		SP:Iteration 5Q (57771.790000 sec): 3 clusters
  Score: Raw -336376.967543 + Penalty 8784.338386 = -327592.629157
  nChanged 5
		SP:Iteration 6Q (57771.800000 sec): 3 clusters
  Score: Raw -336389.490655 + Penalty 8784.338386 = -327605.152268
  nChanged 4
		SP:Iteration 7Q (57771.810000 sec): 3 clusters
  Score: Raw -336396.346027 + Penalty 8784.338386 = -327612.007641
  nChanged 3
		SP:Iteration 8Q (57771.810000 sec): 3 clusters
  Score: Raw -336403.096079 + Penalty 8784.338386 = -327618.757693
  nChanged 3
		SP:Iteration 9Q (57771.820000 sec): 3 clusters
  Score: Raw -336409.170962 + Penalty 8784.338386 = -327624.832576
  nChanged 0
		SP:Iteration 10F (57771.830000 sec): 3 clusters
  Score: Raw -336409.170962 + Penalty 8784.338386 = -327624.832576
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57771.920000 sec): 2 clusters
  Score: Raw -3488442.933082 + Penalty 5821.050535 = -3482621.882546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57772.020000 sec): 3 clusters
  Score: Raw -3481865.214234 + Penalty 11642.101071 = -3470223.113163
  nChanged 5197
		SP:Iteration 1F (57772.120000 sec): 3 clusters
  Score: Raw -3484811.266035 + Penalty 11642.101071 = -3473169.164964
  nChanged 1015
		SP:Iteration 2F (57772.210000 sec): 3 clusters
  Score: Raw -3485457.416524 + Penalty 11642.101071 = -3473815.315453
  nChanged 717
		SP:Iteration 3F (57772.310000 sec): 3 clusters
  Score: Raw -3485920.432002 + Penalty 11642.101071 = -3474278.330931
  nChanged 631
		SP:Iteration 4Q (57772.410000 sec): 3 clusters
  Score: Raw -3486382.520262 + Penalty 11642.101071 = -3474740.419191
  nChanged 640
		SP:Iteration 5Q (57772.500000 sec): 3 clusters
  Score: Raw -3486848.310840 + Penalty 11642.101071 = -3475206.209769
  nChanged 573
		SP:Iteration 6Q (57772.600000 sec): 3 clusters
  Score: Raw -3487263.593143 + Penalty 11642.101071 = -3475621.492072
  nChanged 570
		SP:Iteration 7Q (57772.700000 sec): 3 clusters
  Score: Raw -3487694.995776 + Penalty 11642.101071 = -3476052.894705
  nChanged 560
		SP:Iteration 8Q (57772.790000 sec): 3 clusters
  Score: Raw -3488142.120353 + Penalty 11642.101071 = -3476500.019282
  nChanged 543
		SP:Iteration 9Q (57772.890000 sec): 3 clusters
  Score: Raw -3488554.481604 + Penalty 11642.101071 = -3476912.380533
  nChanged 537
		SP:Iteration 10Q (57772.980000 sec): 3 clusters
  Score: Raw -3488943.080748 + Penalty 11642.101071 = -3477300.979677
  nChanged 459
		SP:Iteration 11Q (57773.070000 sec): 3 clusters
  Score: Raw -3489252.524754 + Penalty 11642.101071 = -3477610.423683
  nChanged 408
		SP:Iteration 12Q (57773.170000 sec): 3 clusters
  Score: Raw -3489516.215848 + Penalty 11642.101071 = -3477874.114777
  nChanged 359
		SP:Iteration 13Q (57773.260000 sec): 3 clusters
  Score: Raw -3489754.432551 + Penalty 11642.101071 = -3478112.331480
  nChanged 306
		SP:Iteration 14Q (57773.350000 sec): 3 clusters
  Score: Raw -3489940.553580 + Penalty 11642.101071 = -3478298.452509
  nChanged 264
		SP:Iteration 15Q (57773.440000 sec): 3 clusters
  Score: Raw -3490094.761100 + Penalty 11642.101071 = -3478452.660030
  nChanged 212
		SP:Iteration 16Q (57773.530000 sec): 3 clusters
  Score: Raw -3490211.861215 + Penalty 11642.101071 = -3478569.760144
  nChanged 194
		SP:Iteration 17Q (57773.620000 sec): 3 clusters
  Score: Raw -3490312.086636 + Penalty 11642.101071 = -3478669.985565
  nChanged 176
		SP:Iteration 18Q (57773.710000 sec): 3 clusters
  Score: Raw -3490401.965723 + Penalty 11642.101071 = -3478759.864653
  nChanged 159
		SP:Iteration 19Q (57773.800000 sec): 3 clusters
  Score: Raw -3490479.579522 + Penalty 11642.101071 = -3478837.478451
  nChanged 128
		SP:Iteration 20F (57773.890000 sec): 3 clusters
  Score: Raw -3490547.534823 + Penalty 11642.101071 = -3478905.433752
  nChanged 110
		SP:Iteration 21Q (57773.980000 sec): 3 clusters
  Score: Raw -3490599.505046 + Penalty 11642.101071 = -3478957.403975
  nChanged 107
		SP:Iteration 22Q (57774.070000 sec): 3 clusters
  Score: Raw -3490656.043046 + Penalty 11642.101071 = -3479013.941975
  nChanged 97
		SP:Iteration 23Q (57774.160000 sec): 3 clusters
  Score: Raw -3490706.782926 + Penalty 11642.101071 = -3479064.681855
  nChanged 102
		SP:Iteration 24Q (57774.250000 sec): 3 clusters
  Score: Raw -3490754.270216 + Penalty 11642.101071 = -3479112.169145
  nChanged 90
		SP:Iteration 25Q (57774.330000 sec): 3 clusters
  Score: Raw -3490794.251076 + Penalty 11642.101071 = -3479152.150005
  nChanged 69
		SP:Iteration 26Q (57774.420000 sec): 3 clusters
  Score: Raw -3490823.585584 + Penalty 11642.101071 = -3479181.484513
  nChanged 67
		SP:Iteration 27Q (57774.510000 sec): 3 clusters
  Score: Raw -3490852.904147 + Penalty 11642.101071 = -3479210.803076
  nChanged 67
		SP:Iteration 28Q (57774.590000 sec): 3 clusters
  Score: Raw -3490878.776118 + Penalty 11642.101071 = -3479236.675047
  nChanged 49
		SP:Iteration 29Q (57774.680000 sec): 3 clusters
  Score: Raw -3490898.576009 + Penalty 11642.101071 = -3479256.474938
  nChanged 47
		SP:Iteration 30Q (57774.760000 sec): 3 clusters
  Score: Raw -3490912.336308 + Penalty 11642.101071 = -3479270.235238
  nChanged 38
		SP:Iteration 31Q (57774.850000 sec): 3 clusters
  Score: Raw -3490925.558075 + Penalty 11642.101071 = -3479283.457004
  nChanged 29
		SP:Iteration 32Q (57774.930000 sec): 3 clusters
  Score: Raw -3490932.698313 + Penalty 11642.101071 = -3479290.597242
  nChanged 14
		SP:Iteration 33Q (57775.010000 sec): 3 clusters
  Score: Raw -3490936.380204 + Penalty 11642.101071 = -3479294.279133
  nChanged 5
		SP:Iteration 34Q (57775.100000 sec): 3 clusters
  Score: Raw -3490938.256114 + Penalty 11642.101071 = -3479296.155044
  nChanged 6
		SP:Iteration 35Q (57775.180000 sec): 3 clusters
  Score: Raw -3490939.757145 + Penalty 11642.101071 = -3479297.656074
  nChanged 10
		SP:Iteration 36Q (57775.270000 sec): 3 clusters
  Score: Raw -3490942.474968 + Penalty 11642.101071 = -3479300.373897
  nChanged 6
		SP:Iteration 37Q (57775.350000 sec): 3 clusters
  Score: Raw -3490944.291103 + Penalty 11642.101071 = -3479302.190032
  nChanged 7
		SP:Iteration 38Q (57775.440000 sec): 3 clusters
  Score: Raw -3490945.856396 + Penalty 11642.101071 = -3479303.755325
  nChanged 5
		SP:Iteration 39Q (57775.530000 sec): 3 clusters
  Score: Raw -3490947.008995 + Penalty 11642.101071 = -3479304.907924
  nChanged 6
		SP:Iteration 40F (57775.630000 sec): 3 clusters
  Score: Raw -3490948.173467 + Penalty 11642.101071 = -3479306.072396
  nChanged 1
		SP:Iteration 41Q (57775.710000 sec): 3 clusters
  Score: Raw -3490948.373260 + Penalty 11642.101071 = -3479306.272189
  nChanged 1
		SP:Iteration 42Q (57775.800000 sec): 3 clusters
  Score: Raw -3490948.598965 + Penalty 11642.101071 = -3479306.497894
  nChanged 0
		SP:Iteration 43F (57775.900000 sec): 3 clusters
  Score: Raw -3490948.598965 + Penalty 11642.101071 = -3479306.497894
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (16323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57776.010000 sec): 2 clusters
  Score: Raw -4352212.501279 + Penalty 5941.452392 = -4346271.048888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57776.130000 sec): 3 clusters
  Score: Raw -4343878.683371 + Penalty 11882.904783 = -4331995.778588
  nChanged 6463
		SP:Iteration 1F (57776.260000 sec): 3 clusters
  Score: Raw -4347492.920186 + Penalty 11882.904783 = -4335610.015403
  nChanged 1230
		SP:Iteration 2F (57776.380000 sec): 3 clusters
  Score: Raw -4348138.156282 + Penalty 11882.904783 = -4336255.251499
  nChanged 807
		SP:Iteration 3Q (57776.510000 sec): 3 clusters
  Score: Raw -4348522.734445 + Penalty 11882.904783 = -4336639.829661
  nChanged 597
		SP:Iteration 4Q (57776.630000 sec): 3 clusters
  Score: Raw -4348809.755456 + Penalty 11882.904783 = -4336926.850673
  nChanged 522
		SP:Iteration 5Q (57776.760000 sec): 3 clusters
  Score: Raw -4349060.007681 + Penalty 11882.904783 = -4337177.102898
  nChanged 472
		SP:Iteration 6Q (57776.880000 sec): 3 clusters
  Score: Raw -4349296.113856 + Penalty 11882.904783 = -4337413.209073
  nChanged 428
		SP:Iteration 7Q (57777.010000 sec): 3 clusters
  Score: Raw -4349508.811586 + Penalty 11882.904783 = -4337625.906803
  nChanged 425
		SP:Iteration 8Q (57777.130000 sec): 3 clusters
  Score: Raw -4349731.121207 + Penalty 11882.904783 = -4337848.216423
  nChanged 418
		SP:Iteration 9Q (57777.250000 sec): 3 clusters
  Score: Raw -4349950.482563 + Penalty 11882.904783 = -4338067.577780
  nChanged 389
		SP:Iteration 10Q (57777.380000 sec): 3 clusters
  Score: Raw -4350132.790264 + Penalty 11882.904783 = -4338249.885481
  nChanged 335
		SP:Iteration 11Q (57777.500000 sec): 3 clusters
  Score: Raw -4350275.222311 + Penalty 11882.904783 = -4338392.317528
  nChanged 297
		SP:Iteration 12Q (57777.630000 sec): 3 clusters
  Score: Raw -4350405.322512 + Penalty 11882.904783 = -4338522.417729
  nChanged 311
		SP:Iteration 13Q (57777.750000 sec): 3 clusters
  Score: Raw -4350535.228615 + Penalty 11882.904783 = -4338652.323832
  nChanged 268
		SP:Iteration 14Q (57777.870000 sec): 3 clusters
  Score: Raw -4350640.435278 + Penalty 11882.904783 = -4338757.530495
  nChanged 250
		SP:Iteration 15Q (57777.990000 sec): 3 clusters
  Score: Raw -4350731.764500 + Penalty 11882.904783 = -4338848.859717
  nChanged 230
		SP:Iteration 16Q (57778.110000 sec): 3 clusters
  Score: Raw -4350809.676815 + Penalty 11882.904783 = -4338926.772032
  nChanged 198
		SP:Iteration 17Q (57778.240000 sec): 3 clusters
  Score: Raw -4350880.221523 + Penalty 11882.904783 = -4338997.316740
  nChanged 175
		SP:Iteration 18Q (57778.360000 sec): 3 clusters
  Score: Raw -4350943.282044 + Penalty 11882.904783 = -4339060.377261
  nChanged 180
		SP:Iteration 19Q (57778.480000 sec): 3 clusters
  Score: Raw -4350998.660327 + Penalty 11882.904783 = -4339115.755544
  nChanged 155
		SP:Iteration 20F (57778.610000 sec): 3 clusters
  Score: Raw -4351041.570853 + Penalty 11882.904783 = -4339158.666070
  nChanged 114
		SP:Iteration 21Q (57778.730000 sec): 3 clusters
  Score: Raw -4351077.774032 + Penalty 11882.904783 = -4339194.869249
  nChanged 112
		SP:Iteration 22Q (57778.850000 sec): 3 clusters
  Score: Raw -4351110.009738 + Penalty 11882.904783 = -4339227.104955
  nChanged 93
		SP:Iteration 23Q (57778.960000 sec): 3 clusters
  Score: Raw -4351137.276488 + Penalty 11882.904783 = -4339254.371705
  nChanged 95
		SP:Iteration 24Q (57779.080000 sec): 3 clusters
  Score: Raw -4351163.783948 + Penalty 11882.904783 = -4339280.879165
  nChanged 80
		SP:Iteration 25Q (57779.200000 sec): 3 clusters
  Score: Raw -4351185.529374 + Penalty 11882.904783 = -4339302.624591
  nChanged 78
		SP:Iteration 26Q (57779.310000 sec): 3 clusters
  Score: Raw -4351210.298681 + Penalty 11882.904783 = -4339327.393898
  nChanged 75
		SP:Iteration 27Q (57779.430000 sec): 3 clusters
  Score: Raw -4351232.509148 + Penalty 11882.904783 = -4339349.604365
  nChanged 84
		SP:Iteration 28Q (57779.550000 sec): 3 clusters
  Score: Raw -4351258.180458 + Penalty 11882.904783 = -4339375.275675
  nChanged 84
		SP:Iteration 29Q (57779.660000 sec): 3 clusters
  Score: Raw -4351279.679786 + Penalty 11882.904783 = -4339396.775003
  nChanged 74
		SP:Iteration 30Q (57779.780000 sec): 3 clusters
  Score: Raw -4351298.367211 + Penalty 11882.904783 = -4339415.462428
  nChanged 70
		SP:Iteration 31Q (57779.890000 sec): 3 clusters
  Score: Raw -4351315.325506 + Penalty 11882.904783 = -4339432.420723
  nChanged 62
		SP:Iteration 32Q (57780.010000 sec): 3 clusters
  Score: Raw -4351332.919848 + Penalty 11882.904783 = -4339450.015065
  nChanged 65
		SP:Iteration 33Q (57780.130000 sec): 3 clusters
  Score: Raw -4351351.615187 + Penalty 11882.904783 = -4339468.710403
  nChanged 76
		SP:Iteration 34Q (57780.240000 sec): 3 clusters
  Score: Raw -4351370.097911 + Penalty 11882.904783 = -4339487.193127
  nChanged 59
		SP:Iteration 35Q (57780.350000 sec): 3 clusters
  Score: Raw -4351384.638403 + Penalty 11882.904783 = -4339501.733620
  nChanged 57
		SP:Iteration 36Q (57780.470000 sec): 3 clusters
  Score: Raw -4351399.789779 + Penalty 11882.904783 = -4339516.884996
  nChanged 57
		SP:Iteration 37Q (57780.590000 sec): 3 clusters
  Score: Raw -4351413.452886 + Penalty 11882.904783 = -4339530.548103
  nChanged 46
		SP:Iteration 38Q (57780.700000 sec): 3 clusters
  Score: Raw -4351425.490749 + Penalty 11882.904783 = -4339542.585966
  nChanged 50
		SP:Iteration 39Q (57780.820000 sec): 3 clusters
  Score: Raw -4351437.897286 + Penalty 11882.904783 = -4339554.992503
  nChanged 32
		SP:Iteration 40F (57780.940000 sec): 3 clusters
  Score: Raw -4351445.288251 + Penalty 11882.904783 = -4339562.383468
  nChanged 28
		SP:Iteration 41Q (57781.050000 sec): 3 clusters
  Score: Raw -4351450.666330 + Penalty 11882.904783 = -4339567.761547
  nChanged 24
		SP:Iteration 42Q (57781.170000 sec): 3 clusters
  Score: Raw -4351455.394939 + Penalty 11882.904783 = -4339572.490156
  nChanged 23
		SP:Iteration 43Q (57781.290000 sec): 3 clusters
  Score: Raw -4351460.156496 + Penalty 11882.904783 = -4339577.251713
  nChanged 23
		SP:Iteration 44Q (57781.400000 sec): 3 clusters
  Score: Raw -4351465.084237 + Penalty 11882.904783 = -4339582.179454
  nChanged 21
		SP:Iteration 45Q (57781.510000 sec): 3 clusters
  Score: Raw -4351469.366307 + Penalty 11882.904783 = -4339586.461524
  nChanged 25
		SP:Iteration 46Q (57781.630000 sec): 3 clusters
  Score: Raw -4351475.225655 + Penalty 11882.904783 = -4339592.320872
  nChanged 31
		SP:Iteration 47Q (57781.740000 sec): 3 clusters
  Score: Raw -4351481.397035 + Penalty 11882.904783 = -4339598.492252
  nChanged 28
		SP:Iteration 48Q (57781.860000 sec): 3 clusters
  Score: Raw -4351488.465197 + Penalty 11882.904783 = -4339605.560413
  nChanged 33
		SP:Iteration 49Q (57781.970000 sec): 3 clusters
  Score: Raw -4351497.842743 + Penalty 11882.904783 = -4339614.937959
  nChanged 42
		SP:Iteration 50Q (57782.090000 sec): 3 clusters
  Score: Raw -4351509.128278 + Penalty 11882.904783 = -4339626.223495
  nChanged 35
		SP:Iteration 51Q (57782.200000 sec): 3 clusters
  Score: Raw -4351517.348989 + Penalty 11882.904783 = -4339634.444206
  nChanged 36
		SP:Iteration 52Q (57782.310000 sec): 3 clusters
  Score: Raw -4351526.879074 + Penalty 11882.904783 = -4339643.974291
  nChanged 46
		SP:Iteration 53Q (57782.430000 sec): 3 clusters
  Score: Raw -4351540.230223 + Penalty 11882.904783 = -4339657.325439
  nChanged 52
		SP:Iteration 54Q (57782.550000 sec): 3 clusters
  Score: Raw -4351556.582827 + Penalty 11882.904783 = -4339673.678044
  nChanged 55
		SP:Iteration 55Q (57782.660000 sec): 3 clusters
  Score: Raw -4351572.040151 + Penalty 11882.904783 = -4339689.135368
  nChanged 59
		SP:Iteration 56Q (57782.770000 sec): 3 clusters
  Score: Raw -4351589.342878 + Penalty 11882.904783 = -4339706.438095
  nChanged 55
		SP:Iteration 57Q (57782.890000 sec): 3 clusters
  Score: Raw -4351602.196756 + Penalty 11882.904783 = -4339719.291973
  nChanged 41
		SP:Iteration 58Q (57783.000000 sec): 3 clusters
  Score: Raw -4351612.871212 + Penalty 11882.904783 = -4339729.966429
  nChanged 32
		SP:Iteration 59Q (57783.120000 sec): 3 clusters
  Score: Raw -4351620.769668 + Penalty 11882.904783 = -4339737.864885
  nChanged 37
		SP:Iteration 60F (57783.240000 sec): 3 clusters
  Score: Raw -4351631.581102 + Penalty 11882.904783 = -4339748.676319
  nChanged 43
		SP:Iteration 61Q (57783.350000 sec): 3 clusters
  Score: Raw -4351642.083644 + Penalty 11882.904783 = -4339759.178861
  nChanged 40
		SP:Iteration 62Q (57783.460000 sec): 3 clusters
  Score: Raw -4351651.917844 + Penalty 11882.904783 = -4339769.013061
  nChanged 35
		SP:Iteration 63Q (57783.580000 sec): 3 clusters
  Score: Raw -4351660.520772 + Penalty 11882.904783 = -4339777.615989
  nChanged 37
		SP:Iteration 64Q (57783.690000 sec): 3 clusters
  Score: Raw -4351671.220313 + Penalty 11882.904783 = -4339788.315530
  nChanged 39
		SP:Iteration 65Q (57783.800000 sec): 3 clusters
  Score: Raw -4351681.775764 + Penalty 11882.904783 = -4339798.870981
  nChanged 46
		SP:Iteration 66Q (57783.920000 sec): 3 clusters
  Score: Raw -4351694.993905 + Penalty 11882.904783 = -4339812.089122
  nChanged 51
		SP:Iteration 67Q (57784.030000 sec): 3 clusters
  Score: Raw -4351708.201523 + Penalty 11882.904783 = -4339825.296740
  nChanged 60
		SP:Iteration 68Q (57784.140000 sec): 3 clusters
  Score: Raw -4351723.076206 + Penalty 11882.904783 = -4339840.171423
  nChanged 62
		SP:Iteration 69Q (57784.260000 sec): 3 clusters
  Score: Raw -4351740.635668 + Penalty 11882.904783 = -4339857.730885
  nChanged 65
		SP:Iteration 70Q (57784.370000 sec): 3 clusters
  Score: Raw -4351758.735544 + Penalty 11882.904783 = -4339875.830761
  nChanged 65
		SP:Iteration 71Q (57784.480000 sec): 3 clusters
  Score: Raw -4351776.038201 + Penalty 11882.904783 = -4339893.133418
  nChanged 60
		SP:Iteration 72Q (57784.590000 sec): 3 clusters
  Score: Raw -4351791.821512 + Penalty 11882.904783 = -4339908.916729
  nChanged 62
		SP:Iteration 73Q (57784.710000 sec): 3 clusters
  Score: Raw -4351810.021388 + Penalty 11882.904783 = -4339927.116605
  nChanged 59
		SP:Iteration 74Q (57784.820000 sec): 3 clusters
  Score: Raw -4351826.392038 + Penalty 11882.904783 = -4339943.487255
  nChanged 72
		SP:Iteration 75Q (57784.930000 sec): 3 clusters
  Score: Raw -4351849.360013 + Penalty 11882.904783 = -4339966.455230
  nChanged 80
		SP:Iteration 76Q (57785.050000 sec): 3 clusters
  Score: Raw -4351873.255712 + Penalty 11882.904783 = -4339990.350929
  nChanged 79
		SP:Iteration 77Q (57785.160000 sec): 3 clusters
  Score: Raw -4351897.610505 + Penalty 11882.904783 = -4340014.705722
  nChanged 80
		SP:Iteration 78Q (57785.270000 sec): 3 clusters
  Score: Raw -4351924.476726 + Penalty 11882.904783 = -4340041.571943
  nChanged 74
		SP:Iteration 79Q (57785.390000 sec): 3 clusters
  Score: Raw -4351948.924254 + Penalty 11882.904783 = -4340066.019471
  nChanged 84
		SP:Iteration 80F (57785.510000 sec): 3 clusters
  Score: Raw -4351976.541646 + Penalty 11882.904783 = -4340093.636863
  nChanged 81
		SP:Iteration 81Q (57785.630000 sec): 3 clusters
  Score: Raw -4352003.701091 + Penalty 11882.904783 = -4340120.796308
  nChanged 73
		SP:Iteration 82Q (57785.740000 sec): 3 clusters
  Score: Raw -4352027.816094 + Penalty 11882.904783 = -4340144.911311
  nChanged 81
		SP:Iteration 83Q (57785.860000 sec): 3 clusters
  Score: Raw -4352060.717287 + Penalty 11882.904783 = -4340177.812504
  nChanged 98
		SP:Iteration 84Q (57785.970000 sec): 3 clusters
  Score: Raw -4352101.527502 + Penalty 11882.904783 = -4340218.622719
  nChanged 103
		SP:Iteration 85Q (57786.090000 sec): 3 clusters
  Score: Raw -4352142.796273 + Penalty 11882.904783 = -4340259.891490
  nChanged 103
		SP:Iteration 86Q (57786.200000 sec): 3 clusters
  Score: Raw -4352182.294109 + Penalty 11882.904783 = -4340299.389326
  nChanged 108
		SP:Iteration 87Q (57786.320000 sec): 3 clusters
  Score: Raw -4352222.610871 + Penalty 11882.904783 = -4340339.706088
  nChanged 96
		SP:Iteration 88Q (57786.430000 sec): 3 clusters
  Score: Raw -4352261.392733 + Penalty 11882.904783 = -4340378.487950
  nChanged 80
		SP:Iteration 89Q (57786.550000 sec): 3 clusters
  Score: Raw -4352292.078872 + Penalty 11882.904783 = -4340409.174089
  nChanged 73
		SP:Iteration 90Q (57786.660000 sec): 3 clusters
  Score: Raw -4352318.595757 + Penalty 11882.904783 = -4340435.690974
  nChanged 75
		SP:Iteration 91Q (57786.770000 sec): 3 clusters
  Score: Raw -4352349.308481 + Penalty 11882.904783 = -4340466.403698
  nChanged 75
		SP:Iteration 92Q (57786.890000 sec): 3 clusters
  Score: Raw -4352385.797523 + Penalty 11882.904783 = -4340502.892740
  nChanged 99
		SP:Iteration 93Q (57787.000000 sec): 3 clusters
  Score: Raw -4352431.172367 + Penalty 11882.904783 = -4340548.267584
  nChanged 84
		SP:Iteration 94Q (57787.110000 sec): 3 clusters
  Score: Raw -4352466.659571 + Penalty 11882.904783 = -4340583.754788
  nChanged 88
		SP:Iteration 95Q (57787.220000 sec): 3 clusters
  Score: Raw -4352501.886210 + Penalty 11882.904783 = -4340618.981427
  nChanged 71
		SP:Iteration 96Q (57787.330000 sec): 3 clusters
  Score: Raw -4352531.325357 + Penalty 11882.904783 = -4340648.420574
  nChanged 71
		SP:Iteration 97Q (57787.450000 sec): 3 clusters
  Score: Raw -4352560.591030 + Penalty 11882.904783 = -4340677.686247
  nChanged 63
		SP:Iteration 98Q (57787.550000 sec): 3 clusters
  Score: Raw -4352586.315053 + Penalty 11882.904783 = -4340703.410270
  nChanged 50
		SP:Iteration 99Q (57787.670000 sec): 3 clusters
  Score: Raw -4352606.708468 + Penalty 11882.904783 = -4340723.803685
  nChanged 50
		SP:Iteration 100F (57787.790000 sec): 3 clusters
  Score: Raw -4352629.182820 + Penalty 11882.904783 = -4340746.278036
  nChanged 54
		SP:Iteration 101Q (57787.900000 sec): 3 clusters
  Score: Raw -4352651.859977 + Penalty 11882.904783 = -4340768.955194
  nChanged 56
		SP:Iteration 102Q (57788.010000 sec): 3 clusters
  Score: Raw -4352673.870698 + Penalty 11882.904783 = -4340790.965915
  nChanged 54
		SP:Iteration 103Q (57788.120000 sec): 3 clusters
  Score: Raw -4352695.657735 + Penalty 11882.904783 = -4340812.752952
  nChanged 52
		SP:Iteration 104Q (57788.230000 sec): 3 clusters
  Score: Raw -4352717.801536 + Penalty 11882.904783 = -4340834.896753
  nChanged 53
		SP:Iteration 105Q (57788.340000 sec): 3 clusters
  Score: Raw -4352740.717119 + Penalty 11882.904783 = -4340857.812336
  nChanged 54
		SP:Iteration 106Q (57788.450000 sec): 3 clusters
  Score: Raw -4352765.177296 + Penalty 11882.904783 = -4340882.272513
  nChanged 50
		SP:Iteration 107Q (57788.550000 sec): 3 clusters
  Score: Raw -4352791.950271 + Penalty 11882.904783 = -4340909.045488
  nChanged 59
		SP:Iteration 108Q (57788.660000 sec): 3 clusters
  Score: Raw -4352823.142519 + Penalty 11882.904783 = -4340940.237735
  nChanged 57
		SP:Iteration 109Q (57788.770000 sec): 3 clusters
  Score: Raw -4352852.833700 + Penalty 11882.904783 = -4340969.928917
  nChanged 53
		SP:Iteration 110Q (57788.880000 sec): 3 clusters
  Score: Raw -4352876.779445 + Penalty 11882.904783 = -4340993.874662
  nChanged 42
		SP:Iteration 111Q (57788.990000 sec): 3 clusters
  Score: Raw -4352899.328531 + Penalty 11882.904783 = -4341016.423748
  nChanged 40
		SP:Iteration 112Q (57789.090000 sec): 3 clusters
  Score: Raw -4352921.253326 + Penalty 11882.904783 = -4341038.348543
  nChanged 33
		SP:Iteration 113Q (57789.190000 sec): 3 clusters
  Score: Raw -4352939.800625 + Penalty 11882.904783 = -4341056.895842
  nChanged 31
		SP:Iteration 114Q (57789.290000 sec): 3 clusters
  Score: Raw -4352955.015667 + Penalty 11882.904783 = -4341072.110884
  nChanged 23
		SP:Iteration 115Q (57789.390000 sec): 3 clusters
  Score: Raw -4352964.550646 + Penalty 11882.904783 = -4341081.645862
  nChanged 22
		SP:Iteration 116Q (57789.490000 sec): 3 clusters
  Score: Raw -4352976.269653 + Penalty 11882.904783 = -4341093.364870
  nChanged 24
		SP:Iteration 117Q (57789.590000 sec): 3 clusters
  Score: Raw -4352988.732720 + Penalty 11882.904783 = -4341105.827937
  nChanged 33
		SP:Iteration 118Q (57789.700000 sec): 3 clusters
  Score: Raw -4353005.882232 + Penalty 11882.904783 = -4341122.977449
  nChanged 28
		SP:Iteration 119Q (57789.800000 sec): 3 clusters
  Score: Raw -4353018.989113 + Penalty 11882.904783 = -4341136.084330
  nChanged 20
		SP:Iteration 120F (57789.930000 sec): 3 clusters
  Score: Raw -4353027.027935 + Penalty 11882.904783 = -4341144.123152
  nChanged 13
		SP:Iteration 121Q (57790.030000 sec): 3 clusters
  Score: Raw -4353033.696308 + Penalty 11882.904783 = -4341150.791525
  nChanged 12
		SP:Iteration 122Q (57790.130000 sec): 3 clusters
  Score: Raw -4353038.867536 + Penalty 11882.904783 = -4341155.962753
  nChanged 13
		SP:Iteration 123Q (57790.240000 sec): 3 clusters
  Score: Raw -4353046.026226 + Penalty 11882.904783 = -4341163.121443
  nChanged 14
		SP:Iteration 124Q (57790.340000 sec): 3 clusters
  Score: Raw -4353051.966336 + Penalty 11882.904783 = -4341169.061552
  nChanged 8
		SP:Iteration 125Q (57790.450000 sec): 3 clusters
  Score: Raw -4353057.026019 + Penalty 11882.904783 = -4341174.121236
  nChanged 9
		SP:Iteration 126Q (57790.550000 sec): 3 clusters
  Score: Raw -4353062.141678 + Penalty 11882.904783 = -4341179.236895
  nChanged 10
		SP:Iteration 127Q (57790.660000 sec): 3 clusters
  Score: Raw -4353067.999397 + Penalty 11882.904783 = -4341185.094614
  nChanged 12
		SP:Iteration 128Q (57790.760000 sec): 3 clusters
  Score: Raw -4353073.100938 + Penalty 11882.904783 = -4341190.196155
  nChanged 9
		SP:Iteration 129Q (57790.860000 sec): 3 clusters
  Score: Raw -4353077.222250 + Penalty 11882.904783 = -4341194.317467
  nChanged 10
		SP:Iteration 130Q (57790.960000 sec): 3 clusters
  Score: Raw -4353082.494887 + Penalty 11882.904783 = -4341199.590104
  nChanged 8
		SP:Iteration 131Q (57791.060000 sec): 3 clusters
  Score: Raw -4353086.831341 + Penalty 11882.904783 = -4341203.926558
  nChanged 8
		SP:Iteration 132Q (57791.160000 sec): 3 clusters
  Score: Raw -4353091.090794 + Penalty 11882.904783 = -4341208.186011
  nChanged 10
		SP:Iteration 133Q (57791.260000 sec): 3 clusters
  Score: Raw -4353098.377980 + Penalty 11882.904783 = -4341215.473197
  nChanged 10
		SP:Iteration 134Q (57791.360000 sec): 3 clusters
  Score: Raw -4353104.647459 + Penalty 11882.904783 = -4341221.742676
  nChanged 11
		SP:Iteration 135Q (57791.460000 sec): 3 clusters
  Score: Raw -4353109.103015 + Penalty 11882.904783 = -4341226.198232
  nChanged 5
		SP:Iteration 136Q (57791.560000 sec): 3 clusters
  Score: Raw -4353111.067993 + Penalty 11882.904783 = -4341228.163210
  nChanged 8
		SP:Iteration 137Q (57791.660000 sec): 3 clusters
  Score: Raw -4353115.062866 + Penalty 11882.904783 = -4341232.158083
  nChanged 4
		SP:Iteration 138Q (57791.750000 sec): 3 clusters
  Score: Raw -4353117.233731 + Penalty 11882.904783 = -4341234.328948
  nChanged 2
		SP:Iteration 139Q (57791.850000 sec): 3 clusters
  Score: Raw -4353118.984041 + Penalty 11882.904783 = -4341236.079258
  nChanged 3
		SP:Iteration 140F (57791.970000 sec): 3 clusters
  Score: Raw -4353120.524275 + Penalty 11882.904783 = -4341237.619492
  nChanged 1
		SP:Iteration 141Q (57792.070000 sec): 3 clusters
  Score: Raw -4353120.951746 + Penalty 11882.904783 = -4341238.046962
  nChanged 2
		SP:Iteration 142Q (57792.170000 sec): 3 clusters
  Score: Raw -4353122.035371 + Penalty 11882.904783 = -4341239.130588
  nChanged 2
		SP:Iteration 143Q (57792.270000 sec): 3 clusters
  Score: Raw -4353122.731657 + Penalty 11882.904783 = -4341239.826874
  nChanged 0
		SP:Iteration 144F (57792.390000 sec): 3 clusters
  Score: Raw -4353122.731657 + Penalty 11882.904783 = -4341239.826874
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57792.980000 sec): 2 clusters
  Score: Raw -23594956.490698 + Penalty 6976.901456 = -23587979.589242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57793.630000 sec): 3 clusters
  Score: Raw -23541370.448333 + Penalty 13953.802913 = -23527416.645420
  nChanged 40143
		SP:Iteration 1F (57794.270000 sec): 3 clusters
  Score: Raw -23562932.572965 + Penalty 13953.802913 = -23548978.770052
  nChanged 3693
		SP:Iteration 2Q (57794.930000 sec): 3 clusters
  Score: Raw -23563979.585041 + Penalty 13953.802913 = -23550025.782128
  nChanged 3334
		SP:Iteration 3Q (57795.580000 sec): 3 clusters
  Score: Raw -23564895.100339 + Penalty 13953.802913 = -23550941.297426
  nChanged 3076
		SP:Iteration 4Q (57796.240000 sec): 3 clusters
  Score: Raw -23565786.880725 + Penalty 13953.802913 = -23551833.077812
  nChanged 3186
		SP:Iteration 5Q (57796.890000 sec): 3 clusters
  Score: Raw -23566847.736830 + Penalty 13953.802913 = -23552893.933917
  nChanged 3705
		SP:Iteration 6Q (57797.550000 sec): 3 clusters
  Score: Raw -23568381.098148 + Penalty 13953.802913 = -23554427.295236
  nChanged 4439
		SP:Iteration 7F (57798.190000 sec): 3 clusters
  Score: Raw -23570721.777175 + Penalty 13953.802913 = -23556767.974262
  nChanged 5507
		SP:Iteration 8F (57798.840000 sec): 3 clusters
  Score: Raw -23574389.539964 + Penalty 13953.802913 = -23560435.737051
  nChanged 6439
		SP:Iteration 9F (57799.500000 sec): 3 clusters
  Score: Raw -23579490.996959 + Penalty 13953.802913 = -23565537.194046
  nChanged 6378
		SP:Iteration 10F (57800.140000 sec): 3 clusters
  Score: Raw -23585095.047928 + Penalty 13953.802913 = -23571141.245015
  nChanged 5109
		SP:Iteration 11F (57800.790000 sec): 3 clusters
  Score: Raw -23589629.144080 + Penalty 13953.802913 = -23575675.341167
  nChanged 3304
		SP:Iteration 12Q (57801.430000 sec): 3 clusters
  Score: Raw -23592541.595807 + Penalty 13953.802913 = -23578587.792895
  nChanged 1974
		SP:Iteration 13Q (57802.050000 sec): 3 clusters
  Score: Raw -23594224.581851 + Penalty 13953.802913 = -23580270.778938
  nChanged 1011
		SP:Iteration 14Q (57802.630000 sec): 3 clusters
  Score: Raw -23595055.388621 + Penalty 13953.802913 = -23581101.585708
  nChanged 524
		SP:Iteration 15Q (57803.170000 sec): 3 clusters
  Score: Raw -23595489.958941 + Penalty 13953.802913 = -23581536.156028
  nChanged 291
		SP:Iteration 16Q (57803.690000 sec): 3 clusters
  Score: Raw -23595726.453821 + Penalty 13953.802913 = -23581772.650908
  nChanged 179
		SP:Iteration 17Q (57804.200000 sec): 3 clusters
  Score: Raw -23595868.516476 + Penalty 13953.802913 = -23581914.713563
  nChanged 110
		SP:Iteration 18Q (57804.700000 sec): 3 clusters
  Score: Raw -23595956.783611 + Penalty 13953.802913 = -23582002.980699
  nChanged 87
		SP:Iteration 19Q (57805.190000 sec): 3 clusters
  Score: Raw -23596025.711155 + Penalty 13953.802913 = -23582071.908242
  nChanged 62
		SP:Iteration 20F (57805.840000 sec): 3 clusters
  Score: Raw -23596066.894036 + Penalty 13953.802913 = -23582113.091123
  nChanged 43
		SP:Iteration 21Q (57806.320000 sec): 3 clusters
  Score: Raw -23596093.086420 + Penalty 13953.802913 = -23582139.283507
  nChanged 28
		SP:Iteration 22Q (57806.810000 sec): 3 clusters
  Score: Raw -23596112.691466 + Penalty 13953.802913 = -23582158.888553
  nChanged 23
		SP:Iteration 23Q (57807.290000 sec): 3 clusters
  Score: Raw -23596129.475585 + Penalty 13953.802913 = -23582175.672672
  nChanged 24
		SP:Iteration 24Q (57807.770000 sec): 3 clusters
  Score: Raw -23596144.816933 + Penalty 13953.802913 = -23582191.014020
  nChanged 17
		SP:Iteration 25Q (57808.250000 sec): 3 clusters
  Score: Raw -23596156.659864 + Penalty 13953.802913 = -23582202.856951
  nChanged 14
		SP:Iteration 26Q (57808.730000 sec): 3 clusters
  Score: Raw -23596166.251664 + Penalty 13953.802913 = -23582212.448751
  nChanged 15
		SP:Iteration 27Q (57809.210000 sec): 3 clusters
  Score: Raw -23596176.709700 + Penalty 13953.802913 = -23582222.906787
  nChanged 18
		SP:Iteration 28Q (57809.690000 sec): 3 clusters
  Score: Raw -23596191.438408 + Penalty 13953.802913 = -23582237.635495
  nChanged 11
		SP:Iteration 29Q (57810.170000 sec): 3 clusters
  Score: Raw -23596199.621491 + Penalty 13953.802913 = -23582245.818578
  nChanged 13
		SP:Iteration 30Q (57810.640000 sec): 3 clusters
  Score: Raw -23596207.965176 + Penalty 13953.802913 = -23582254.162263
  nChanged 13
		SP:Iteration 31Q (57811.130000 sec): 3 clusters
  Score: Raw -23596215.129239 + Penalty 13953.802913 = -23582261.326326
  nChanged 12
		SP:Iteration 32Q (57811.620000 sec): 3 clusters
  Score: Raw -23596222.556122 + Penalty 13953.802913 = -23582268.753209
  nChanged 10
		SP:Iteration 33Q (57812.110000 sec): 3 clusters
  Score: Raw -23596228.839533 + Penalty 13953.802913 = -23582275.036620
  nChanged 10
		SP:Iteration 34Q (57812.590000 sec): 3 clusters
  Score: Raw -23596236.766472 + Penalty 13953.802913 = -23582282.963559
  nChanged 5
		SP:Iteration 35Q (57813.060000 sec): 3 clusters
  Score: Raw -23596240.874959 + Penalty 13953.802913 = -23582287.072046
  nChanged 8
		SP:Iteration 36Q (57813.540000 sec): 3 clusters
  Score: Raw -23596245.430904 + Penalty 13953.802913 = -23582291.627991
  nChanged 5
		SP:Iteration 37Q (57814.010000 sec): 3 clusters
  Score: Raw -23596249.845901 + Penalty 13953.802913 = -23582296.042988
  nChanged 8
		SP:Iteration 38Q (57814.480000 sec): 3 clusters
  Score: Raw -23596255.706508 + Penalty 13953.802913 = -23582301.903595
  nChanged 4
		SP:Iteration 39Q (57814.960000 sec): 3 clusters
  Score: Raw -23596259.262927 + Penalty 13953.802913 = -23582305.460014
  nChanged 2
		SP:Iteration 40F (57815.600000 sec): 3 clusters
  Score: Raw -23596260.965006 + Penalty 13953.802913 = -23582307.162093
  nChanged 2
		SP:Iteration 41Q (57816.080000 sec): 3 clusters
  Score: Raw -23596262.336783 + Penalty 13953.802913 = -23582308.533871
  nChanged 0
		SP:Iteration 42F (57816.720000 sec): 3 clusters
  Score: Raw -23596262.336783 + Penalty 13953.802913 = -23582308.533871
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (11212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57816.840000 sec): 2 clusters
  Score: Raw -2852856.330070 + Penalty 5711.403196 = -2847144.926874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57816.920000 sec): 3 clusters
  Score: Raw -2847647.261826 + Penalty 11422.806393 = -2836224.455433
  nChanged 4245
		SP:Iteration 1F (57817.010000 sec): 3 clusters
  Score: Raw -2850123.261599 + Penalty 11422.806393 = -2838700.455206
  nChanged 922
		SP:Iteration 2F (57817.090000 sec): 3 clusters
  Score: Raw -2850817.307583 + Penalty 11422.806393 = -2839394.501190
  nChanged 704
		SP:Iteration 3F (57817.170000 sec): 3 clusters
  Score: Raw -2851385.028948 + Penalty 11422.806393 = -2839962.222556
  nChanged 615
		SP:Iteration 4F (57817.250000 sec): 3 clusters
  Score: Raw -2851943.505263 + Penalty 11422.806393 = -2840520.698870
  nChanged 618
		SP:Iteration 5F (57817.330000 sec): 3 clusters
  Score: Raw -2852604.052373 + Penalty 11422.806393 = -2841181.245980
  nChanged 617
		SP:Iteration 6F (57817.410000 sec): 3 clusters
  Score: Raw -2853284.400660 + Penalty 11422.806393 = -2841861.594268
  nChanged 636
		SP:Iteration 7F (57817.500000 sec): 3 clusters
  Score: Raw -2853952.090623 + Penalty 11422.806393 = -2842529.284230
  nChanged 585
		SP:Iteration 8F (57817.580000 sec): 3 clusters
  Score: Raw -2854563.277843 + Penalty 11422.806393 = -2843140.471450
  nChanged 538
		SP:Iteration 9Q (57817.650000 sec): 3 clusters
  Score: Raw -2855148.519294 + Penalty 11422.806393 = -2843725.712902
  nChanged 496
		SP:Iteration 10Q (57817.730000 sec): 3 clusters
  Score: Raw -2855679.659992 + Penalty 11422.806393 = -2844256.853600
  nChanged 424
		SP:Iteration 11Q (57817.800000 sec): 3 clusters
  Score: Raw -2856108.528169 + Penalty 11422.806393 = -2844685.721777
  nChanged 347
		SP:Iteration 12Q (57817.880000 sec): 3 clusters
  Score: Raw -2856432.185153 + Penalty 11422.806393 = -2845009.378760
  nChanged 269
		SP:Iteration 13Q (57817.950000 sec): 3 clusters
  Score: Raw -2856642.589265 + Penalty 11422.806393 = -2845219.782872
  nChanged 191
		SP:Iteration 14Q (57818.030000 sec): 3 clusters
  Score: Raw -2856797.935798 + Penalty 11422.806393 = -2845375.129405
  nChanged 153
		SP:Iteration 15Q (57818.100000 sec): 3 clusters
  Score: Raw -2856909.406351 + Penalty 11422.806393 = -2845486.599958
  nChanged 101
		SP:Iteration 16Q (57818.170000 sec): 3 clusters
  Score: Raw -2856966.455938 + Penalty 11422.806393 = -2845543.649546
  nChanged 66
		SP:Iteration 17Q (57818.240000 sec): 3 clusters
  Score: Raw -2856993.205381 + Penalty 11422.806393 = -2845570.398989
  nChanged 37
		SP:Iteration 18Q (57818.310000 sec): 3 clusters
  Score: Raw -2857008.713238 + Penalty 11422.806393 = -2845585.906845
  nChanged 30
		SP:Iteration 19Q (57818.380000 sec): 3 clusters
  Score: Raw -2857024.368145 + Penalty 11422.806393 = -2845601.561753
  nChanged 26
		SP:Iteration 20F (57818.460000 sec): 3 clusters
  Score: Raw -2857036.194108 + Penalty 11422.806393 = -2845613.387715
  nChanged 14
		SP:Iteration 21Q (57818.530000 sec): 3 clusters
  Score: Raw -2857042.475921 + Penalty 11422.806393 = -2845619.669529
  nChanged 10
		SP:Iteration 22Q (57818.600000 sec): 3 clusters
  Score: Raw -2857047.329425 + Penalty 11422.806393 = -2845624.523032
  nChanged 12
		SP:Iteration 23Q (57818.670000 sec): 3 clusters
  Score: Raw -2857053.356511 + Penalty 11422.806393 = -2845630.550118
  nChanged 15
		SP:Iteration 24Q (57818.740000 sec): 3 clusters
  Score: Raw -2857059.473188 + Penalty 11422.806393 = -2845636.666795
  nChanged 4
		SP:Iteration 25Q (57818.810000 sec): 3 clusters
  Score: Raw -2857062.118865 + Penalty 11422.806393 = -2845639.312473
  nChanged 7
		SP:Iteration 26Q (57818.880000 sec): 3 clusters
  Score: Raw -2857064.678699 + Penalty 11422.806393 = -2845641.872307
  nChanged 4
		SP:Iteration 27Q (57818.950000 sec): 3 clusters
  Score: Raw -2857066.599739 + Penalty 11422.806393 = -2845643.793347
  nChanged 4
		SP:Iteration 28Q (57819.020000 sec): 3 clusters
  Score: Raw -2857069.760501 + Penalty 11422.806393 = -2845646.954109
  nChanged 10
		SP:Iteration 29Q (57819.090000 sec): 3 clusters
  Score: Raw -2857074.893813 + Penalty 11422.806393 = -2845652.087421
  nChanged 11
		SP:Iteration 30Q (57819.160000 sec): 3 clusters
  Score: Raw -2857079.763279 + Penalty 11422.806393 = -2845656.956887
  nChanged 12
		SP:Iteration 31Q (57819.230000 sec): 3 clusters
  Score: Raw -2857084.093123 + Penalty 11422.806393 = -2845661.286730
  nChanged 8
		SP:Iteration 32Q (57819.300000 sec): 3 clusters
  Score: Raw -2857087.419433 + Penalty 11422.806393 = -2845664.613041
  nChanged 9
		SP:Iteration 33Q (57819.380000 sec): 3 clusters
  Score: Raw -2857089.952035 + Penalty 11422.806393 = -2845667.145642
  nChanged 9
		SP:Iteration 34Q (57819.450000 sec): 3 clusters
  Score: Raw -2857092.439505 + Penalty 11422.806393 = -2845669.633112
  nChanged 5
		SP:Iteration 35Q (57819.520000 sec): 3 clusters
  Score: Raw -2857094.120165 + Penalty 11422.806393 = -2845671.313773
  nChanged 5
		SP:Iteration 36Q (57819.600000 sec): 3 clusters
  Score: Raw -2857095.462337 + Penalty 11422.806393 = -2845672.655944
  nChanged 2
		SP:Iteration 37Q (57819.670000 sec): 3 clusters
  Score: Raw -2857096.092303 + Penalty 11422.806393 = -2845673.285911
  nChanged 1
		SP:Iteration 38Q (57819.740000 sec): 3 clusters
  Score: Raw -2857096.348147 + Penalty 11422.806393 = -2845673.541755
  nChanged 2
		SP:Iteration 39Q (57819.810000 sec): 3 clusters
  Score: Raw -2857096.971618 + Penalty 11422.806393 = -2845674.165225
  nChanged 1
		SP:Iteration 40F (57819.900000 sec): 3 clusters
  Score: Raw -2857097.287525 + Penalty 11422.806393 = -2845674.481133
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57819.910000 sec): 2 clusters
  Score: Raw -47187.579177 + Penalty 3403.557188 = -43784.021990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57819.910000 sec): 3 clusters
  Score: Raw -48160.717736 + Penalty 6807.114376 = -41353.603360
  nChanged 23
		SP:Iteration 1F (57819.910000 sec): 3 clusters
  Score: Raw -48372.161277 + Penalty 6807.114376 = -41565.046902
  nChanged 16
		SP:Iteration 2F (57819.920000 sec): 3 clusters
  Score: Raw -48492.359416 + Penalty 6807.114376 = -41685.245041
  nChanged 9
		SP:Iteration 3Q (57819.920000 sec): 3 clusters
  Score: Raw -48700.223352 + Penalty 6807.114376 = -41893.108976
  nChanged 7
		SP:Iteration 4Q (57819.920000 sec): 3 clusters
  Score: Raw -48771.692962 + Penalty 6807.114376 = -41964.578586
  nChanged 0
		SP:Iteration 5F (57819.920000 sec): 3 clusters
  Score: Raw -48771.692962 + Penalty 6807.114376 = -41964.578586
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57820.120000 sec): 2 clusters
  Score: Raw -7355863.742172 + Penalty 6264.846546 = -7349598.895626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57820.330000 sec): 3 clusters
  Score: Raw -7340654.586671 + Penalty 12529.693091 = -7328124.893580
  nChanged 11642
		SP:Iteration 1F (57820.540000 sec): 3 clusters
  Score: Raw -7347097.986548 + Penalty 12529.693091 = -7334568.293457
  nChanged 1817
		SP:Iteration 2F (57820.750000 sec): 3 clusters
  Score: Raw -7347975.948729 + Penalty 12529.693091 = -7335446.255638
  nChanged 1442
		SP:Iteration 3F (57820.960000 sec): 3 clusters
  Score: Raw -7348639.136031 + Penalty 12529.693091 = -7336109.442940
  nChanged 1239
		SP:Iteration 4Q (57821.170000 sec): 3 clusters
  Score: Raw -7349244.897853 + Penalty 12529.693091 = -7336715.204762
  nChanged 1230
		SP:Iteration 5Q (57821.380000 sec): 3 clusters
  Score: Raw -7349925.782230 + Penalty 12529.693091 = -7337396.089139
  nChanged 1315
		SP:Iteration 6Q (57821.590000 sec): 3 clusters
  Score: Raw -7350739.309194 + Penalty 12529.693091 = -7338209.616103
  nChanged 1481
		SP:Iteration 7F (57821.800000 sec): 3 clusters
  Score: Raw -7351725.126347 + Penalty 12529.693091 = -7339195.433256
  nChanged 1522
		SP:Iteration 8F (57822.010000 sec): 3 clusters
  Score: Raw -7352748.162077 + Penalty 12529.693091 = -7340218.468986
  nChanged 1431
		SP:Iteration 9F (57822.220000 sec): 3 clusters
  Score: Raw -7353702.193370 + Penalty 12529.693091 = -7341172.500279
  nChanged 1266
		SP:Iteration 10Q (57822.430000 sec): 3 clusters
  Score: Raw -7354447.650447 + Penalty 12529.693091 = -7341917.957356
  nChanged 1035
		SP:Iteration 11Q (57822.640000 sec): 3 clusters
  Score: Raw -7355003.050753 + Penalty 12529.693091 = -7342473.357662
  nChanged 856
		SP:Iteration 12Q (57822.850000 sec): 3 clusters
  Score: Raw -7355411.070313 + Penalty 12529.693091 = -7342881.377222
  nChanged 680
		SP:Iteration 13Q (57823.060000 sec): 3 clusters
  Score: Raw -7355689.587362 + Penalty 12529.693091 = -7343159.894271
  nChanged 557
		SP:Iteration 14Q (57823.260000 sec): 3 clusters
  Score: Raw -7355919.158575 + Penalty 12529.693091 = -7343389.465484
  nChanged 442
		SP:Iteration 15Q (57823.470000 sec): 3 clusters
  Score: Raw -7356090.686258 + Penalty 12529.693091 = -7343560.993167
  nChanged 377
		SP:Iteration 16Q (57823.680000 sec): 3 clusters
  Score: Raw -7356232.736336 + Penalty 12529.693091 = -7343703.043245
  nChanged 310
		SP:Iteration 17Q (57823.880000 sec): 3 clusters
  Score: Raw -7356347.456302 + Penalty 12529.693091 = -7343817.763211
  nChanged 276
		SP:Iteration 18Q (57824.090000 sec): 3 clusters
  Score: Raw -7356446.097875 + Penalty 12529.693091 = -7343916.404784
  nChanged 250
		SP:Iteration 19Q (57824.300000 sec): 3 clusters
  Score: Raw -7356530.412473 + Penalty 12529.693091 = -7344000.719382
  nChanged 211
		SP:Iteration 20F (57824.500000 sec): 3 clusters
  Score: Raw -7356601.387706 + Penalty 12529.693091 = -7344071.694615
  nChanged 176
		SP:Iteration 21Q (57824.710000 sec): 3 clusters
  Score: Raw -7356656.277027 + Penalty 12529.693091 = -7344126.583936
  nChanged 145
		SP:Iteration 22Q (57824.920000 sec): 3 clusters
  Score: Raw -7356708.438343 + Penalty 12529.693091 = -7344178.745252
  nChanged 154
		SP:Iteration 23Q (57825.120000 sec): 3 clusters
  Score: Raw -7356760.446003 + Penalty 12529.693091 = -7344230.752912
  nChanged 123
		SP:Iteration 24Q (57825.320000 sec): 3 clusters
  Score: Raw -7356800.522525 + Penalty 12529.693091 = -7344270.829434
  nChanged 109
		SP:Iteration 25Q (57825.530000 sec): 3 clusters
  Score: Raw -7356834.058308 + Penalty 12529.693091 = -7344304.365217
  nChanged 107
		SP:Iteration 26Q (57825.730000 sec): 3 clusters
  Score: Raw -7356870.827463 + Penalty 12529.693091 = -7344341.134372
  nChanged 104
		SP:Iteration 27Q (57825.930000 sec): 3 clusters
  Score: Raw -7356906.734296 + Penalty 12529.693091 = -7344377.041205
  nChanged 95
		SP:Iteration 28Q (57826.140000 sec): 3 clusters
  Score: Raw -7356940.480331 + Penalty 12529.693091 = -7344410.787240
  nChanged 97
		SP:Iteration 29Q (57826.340000 sec): 3 clusters
  Score: Raw -7356973.889040 + Penalty 12529.693091 = -7344444.195949
  nChanged 93
		SP:Iteration 30Q (57826.540000 sec): 3 clusters
  Score: Raw -7357005.787264 + Penalty 12529.693091 = -7344476.094173
  nChanged 83
		SP:Iteration 31Q (57826.740000 sec): 3 clusters
  Score: Raw -7357035.591069 + Penalty 12529.693091 = -7344505.897978
  nChanged 66
		SP:Iteration 32Q (57826.930000 sec): 3 clusters
  Score: Raw -7357057.689094 + Penalty 12529.693091 = -7344527.996003
  nChanged 64
		SP:Iteration 33Q (57827.120000 sec): 3 clusters
  Score: Raw -7357079.468320 + Penalty 12529.693091 = -7344549.775229
  nChanged 52
		SP:Iteration 34Q (57827.320000 sec): 3 clusters
  Score: Raw -7357096.127550 + Penalty 12529.693091 = -7344566.434459
  nChanged 55
		SP:Iteration 35Q (57827.510000 sec): 3 clusters
  Score: Raw -7357111.798339 + Penalty 12529.693091 = -7344582.105248
  nChanged 51
		SP:Iteration 36Q (57827.700000 sec): 3 clusters
  Score: Raw -7357128.082271 + Penalty 12529.693091 = -7344598.389180
  nChanged 46
		SP:Iteration 37Q (57827.890000 sec): 3 clusters
  Score: Raw -7357143.347034 + Penalty 12529.693091 = -7344613.653943
  nChanged 48
		SP:Iteration 38Q (57828.080000 sec): 3 clusters
  Score: Raw -7357157.847500 + Penalty 12529.693091 = -7344628.154409
  nChanged 46
		SP:Iteration 39Q (57828.280000 sec): 3 clusters
  Score: Raw -7357172.425695 + Penalty 12529.693091 = -7344642.732604
  nChanged 40
		SP:Iteration 40F (57828.480000 sec): 3 clusters
  Score: Raw -7357184.727496 + Penalty 12529.693091 = -7344655.034405
  nChanged 29
		SP:Iteration 41Q (57828.670000 sec): 3 clusters
  Score: Raw -7357194.010604 + Penalty 12529.693091 = -7344664.317513
  nChanged 28
		SP:Iteration 42Q (57828.860000 sec): 3 clusters
  Score: Raw -7357201.714750 + Penalty 12529.693091 = -7344672.021659
  nChanged 23
		SP:Iteration 43Q (57829.050000 sec): 3 clusters
  Score: Raw -7357208.476918 + Penalty 12529.693091 = -7344678.783827
  nChanged 16
		SP:Iteration 44Q (57829.240000 sec): 3 clusters
  Score: Raw -7357213.686980 + Penalty 12529.693091 = -7344683.993889
  nChanged 16
		SP:Iteration 45Q (57829.430000 sec): 3 clusters
  Score: Raw -7357218.185916 + Penalty 12529.693091 = -7344688.492825
  nChanged 21
		SP:Iteration 46Q (57829.620000 sec): 3 clusters
  Score: Raw -7357225.446367 + Penalty 12529.693091 = -7344695.753276
  nChanged 19
		SP:Iteration 47Q (57829.810000 sec): 3 clusters
  Score: Raw -7357232.212954 + Penalty 12529.693091 = -7344702.519863
  nChanged 21
		SP:Iteration 48Q (57830.000000 sec): 3 clusters
  Score: Raw -7357239.465282 + Penalty 12529.693091 = -7344709.772191
  nChanged 18
		SP:Iteration 49Q (57830.190000 sec): 3 clusters
  Score: Raw -7357246.119433 + Penalty 12529.693091 = -7344716.426342
  nChanged 22
		SP:Iteration 50Q (57830.380000 sec): 3 clusters
  Score: Raw -7357253.648896 + Penalty 12529.693091 = -7344723.955805
  nChanged 16
		SP:Iteration 51Q (57830.570000 sec): 3 clusters
  Score: Raw -7357259.849745 + Penalty 12529.693091 = -7344730.156654
  nChanged 19
		SP:Iteration 52Q (57830.760000 sec): 3 clusters
  Score: Raw -7357266.594411 + Penalty 12529.693091 = -7344736.901320
  nChanged 15
		SP:Iteration 53Q (57830.940000 sec): 3 clusters
  Score: Raw -7357272.178086 + Penalty 12529.693091 = -7344742.484995
  nChanged 14
		SP:Iteration 54Q (57831.130000 sec): 3 clusters
  Score: Raw -7357276.807669 + Penalty 12529.693091 = -7344747.114578
  nChanged 15
		SP:Iteration 55Q (57831.330000 sec): 3 clusters
  Score: Raw -7357281.882966 + Penalty 12529.693091 = -7344752.189875
  nChanged 15
		SP:Iteration 56Q (57831.510000 sec): 3 clusters
  Score: Raw -7357286.812275 + Penalty 12529.693091 = -7344757.119184
  nChanged 15
		SP:Iteration 57Q (57831.700000 sec): 3 clusters
  Score: Raw -7357291.935600 + Penalty 12529.693091 = -7344762.242509
  nChanged 14
		SP:Iteration 58Q (57831.890000 sec): 3 clusters
  Score: Raw -7357297.200883 + Penalty 12529.693091 = -7344767.507792
  nChanged 11
		SP:Iteration 59Q (57832.080000 sec): 3 clusters
  Score: Raw -7357300.713492 + Penalty 12529.693091 = -7344771.020401
  nChanged 10
		SP:Iteration 60F (57832.280000 sec): 3 clusters
  Score: Raw -7357304.556209 + Penalty 12529.693091 = -7344774.863118
  nChanged 15
		SP:Iteration 61Q (57832.470000 sec): 3 clusters
  Score: Raw -7357309.640179 + Penalty 12529.693091 = -7344779.947088
  nChanged 11
		SP:Iteration 62Q (57832.660000 sec): 3 clusters
  Score: Raw -7357313.084570 + Penalty 12529.693091 = -7344783.391479
  nChanged 13
		SP:Iteration 63Q (57832.850000 sec): 3 clusters
  Score: Raw -7357317.093936 + Penalty 12529.693091 = -7344787.400845
  nChanged 5
		SP:Iteration 64Q (57833.030000 sec): 3 clusters
  Score: Raw -7357318.917148 + Penalty 12529.693091 = -7344789.224057
  nChanged 5
		SP:Iteration 65Q (57833.220000 sec): 3 clusters
  Score: Raw -7357320.927443 + Penalty 12529.693091 = -7344791.234352
  nChanged 5
		SP:Iteration 66Q (57833.410000 sec): 3 clusters
  Score: Raw -7357322.397664 + Penalty 12529.693091 = -7344792.704573
  nChanged 6
		SP:Iteration 67Q (57833.590000 sec): 3 clusters
  Score: Raw -7357324.163621 + Penalty 12529.693091 = -7344794.470530
  nChanged 10
		SP:Iteration 68Q (57833.780000 sec): 3 clusters
  Score: Raw -7357328.042665 + Penalty 12529.693091 = -7344798.349574
  nChanged 9
		SP:Iteration 69Q (57833.970000 sec): 3 clusters
  Score: Raw -7357331.410973 + Penalty 12529.693091 = -7344801.717882
  nChanged 7
		SP:Iteration 70Q (57834.160000 sec): 3 clusters
  Score: Raw -7357334.317949 + Penalty 12529.693091 = -7344804.624858
  nChanged 8
		SP:Iteration 71Q (57834.350000 sec): 3 clusters
  Score: Raw -7357337.160344 + Penalty 12529.693091 = -7344807.467253
  nChanged 8
		SP:Iteration 72Q (57834.530000 sec): 3 clusters
  Score: Raw -7357339.379934 + Penalty 12529.693091 = -7344809.686843
  nChanged 5
		SP:Iteration 73Q (57834.720000 sec): 3 clusters
  Score: Raw -7357340.457828 + Penalty 12529.693091 = -7344810.764737
  nChanged 6
		SP:Iteration 74Q (57834.910000 sec): 3 clusters
  Score: Raw -7357342.077494 + Penalty 12529.693091 = -7344812.384403
  nChanged 3
		SP:Iteration 75Q (57835.100000 sec): 3 clusters
  Score: Raw -7357343.387729 + Penalty 12529.693091 = -7344813.694638
  nChanged 5
		SP:Iteration 76Q (57835.280000 sec): 3 clusters
  Score: Raw -7357345.574480 + Penalty 12529.693091 = -7344815.881389
  nChanged 6
		SP:Iteration 77Q (57835.470000 sec): 3 clusters
  Score: Raw -7357347.465878 + Penalty 12529.693091 = -7344817.772787
  nChanged 4
		SP:Iteration 78Q (57835.660000 sec): 3 clusters
  Score: Raw -7357349.223830 + Penalty 12529.693091 = -7344819.530739
  nChanged 7
		SP:Iteration 79Q (57835.840000 sec): 3 clusters
  Score: Raw -7357351.244908 + Penalty 12529.693091 = -7344821.551817
  nChanged 5
		SP:Iteration 80F (57836.050000 sec): 3 clusters
  Score: Raw -7357352.232978 + Penalty 12529.693091 = -7344822.539887
  nChanged 1
		SP:Iteration 81Q (57836.230000 sec): 3 clusters
  Score: Raw -7357352.500474 + Penalty 12529.693091 = -7344822.807383
  nChanged 0
		SP:Iteration 82F (57836.430000 sec): 3 clusters
  Score: Raw -7357352.500474 + Penalty 12529.693091 = -7344822.807383
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57836.460000 sec): 2 clusters
  Score: Raw -115171.542563 + Penalty 3785.260200 = -111386.282363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57836.460000 sec): 3 clusters
  Score: Raw -115723.925291 + Penalty 7570.520401 = -108153.404891
  nChanged 40
		SP:Iteration 1F (57836.470000 sec): 3 clusters
  Score: Raw -115880.736112 + Penalty 7570.520401 = -108310.215711
  nChanged 20
		SP:Iteration 2Q (57836.470000 sec): 3 clusters
  Score: Raw -115947.042777 + Penalty 7570.520401 = -108376.522376
  nChanged 10
		SP:Iteration 3Q (57836.470000 sec): 3 clusters
  Score: Raw -116001.896944 + Penalty 7570.520401 = -108431.376544
  nChanged 7
		SP:Iteration 4Q (57836.480000 sec): 3 clusters
  Score: Raw -116027.761604 + Penalty 7570.520401 = -108457.241203
  nChanged 4
		SP:Iteration 5Q (57836.480000 sec): 3 clusters
  Score: Raw -116039.576736 + Penalty 7570.520401 = -108469.056336
  nChanged 1
		SP:Iteration 6Q (57836.480000 sec): 3 clusters
  Score: Raw -116041.651310 + Penalty 7570.520401 = -108471.130909
  nChanged 0
		SP:Iteration 7F (57836.490000 sec): 3 clusters
  Score: Raw -116041.651310 + Penalty 7570.520401 = -108471.130909
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57836.580000 sec): 2 clusters
  Score: Raw -3550872.039650 + Penalty 5825.691743 = -3545046.347906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57836.680000 sec): 3 clusters
  Score: Raw -3544184.897383 + Penalty 11651.383487 = -3532533.513897
  nChanged 5228
		SP:Iteration 1F (57836.770000 sec): 3 clusters
  Score: Raw -3546958.638627 + Penalty 11651.383487 = -3535307.255140
  nChanged 955
		SP:Iteration 2F (57836.870000 sec): 3 clusters
  Score: Raw -3547501.197348 + Penalty 11651.383487 = -3535849.813861
  nChanged 694
		SP:Iteration 3F (57836.970000 sec): 3 clusters
  Score: Raw -3547903.052572 + Penalty 11651.383487 = -3536251.669086
  nChanged 600
		SP:Iteration 4Q (57837.070000 sec): 3 clusters
  Score: Raw -3548235.927156 + Penalty 11651.383487 = -3536584.543670
  nChanged 522
		SP:Iteration 5Q (57837.170000 sec): 3 clusters
  Score: Raw -3548583.700427 + Penalty 11651.383487 = -3536932.316940
  nChanged 562
		SP:Iteration 6Q (57837.260000 sec): 3 clusters
  Score: Raw -3548987.374230 + Penalty 11651.383487 = -3537335.990743
  nChanged 600
		SP:Iteration 7Q (57837.360000 sec): 3 clusters
  Score: Raw -3549454.240862 + Penalty 11651.383487 = -3537802.857375
  nChanged 594
		SP:Iteration 8Q (57837.460000 sec): 3 clusters
  Score: Raw -3549966.641810 + Penalty 11651.383487 = -3538315.258323
  nChanged 670
		SP:Iteration 9Q (57837.550000 sec): 3 clusters
  Score: Raw -3550559.923617 + Penalty 11651.383487 = -3538908.540130
  nChanged 660
		SP:Iteration 10Q (57837.650000 sec): 3 clusters
  Score: Raw -3551092.218353 + Penalty 11651.383487 = -3539440.834867
  nChanged 604
		SP:Iteration 11Q (57837.750000 sec): 3 clusters
  Score: Raw -3551555.161393 + Penalty 11651.383487 = -3539903.777906
  nChanged 502
		SP:Iteration 12Q (57837.840000 sec): 3 clusters
  Score: Raw -3551958.875458 + Penalty 11651.383487 = -3540307.491972
  nChanged 432
		SP:Iteration 13Q (57837.940000 sec): 3 clusters
  Score: Raw -3552290.920053 + Penalty 11651.383487 = -3540639.536566
  nChanged 383
		SP:Iteration 14Q (57838.030000 sec): 3 clusters
  Score: Raw -3552548.050820 + Penalty 11651.383487 = -3540896.667333
  nChanged 277
		SP:Iteration 15Q (57838.130000 sec): 3 clusters
  Score: Raw -3552723.763105 + Penalty 11651.383487 = -3541072.379618
  nChanged 234
		SP:Iteration 16Q (57838.220000 sec): 3 clusters
  Score: Raw -3552863.789559 + Penalty 11651.383487 = -3541212.406072
  nChanged 203
		SP:Iteration 17Q (57838.310000 sec): 3 clusters
  Score: Raw -3552994.216021 + Penalty 11651.383487 = -3541342.832534
  nChanged 193
		SP:Iteration 18Q (57838.400000 sec): 3 clusters
  Score: Raw -3553102.207656 + Penalty 11651.383487 = -3541450.824169
  nChanged 171
		SP:Iteration 19Q (57838.490000 sec): 3 clusters
  Score: Raw -3553181.627840 + Penalty 11651.383487 = -3541530.244354
  nChanged 133
		SP:Iteration 20F (57838.590000 sec): 3 clusters
  Score: Raw -3553240.743283 + Penalty 11651.383487 = -3541589.359796
  nChanged 134
		SP:Iteration 21Q (57838.680000 sec): 3 clusters
  Score: Raw -3553294.572283 + Penalty 11651.383487 = -3541643.188797
  nChanged 103
		SP:Iteration 22Q (57838.770000 sec): 3 clusters
  Score: Raw -3553334.728738 + Penalty 11651.383487 = -3541683.345251
  nChanged 92
		SP:Iteration 23Q (57838.850000 sec): 3 clusters
  Score: Raw -3553366.857460 + Penalty 11651.383487 = -3541715.473973
  nChanged 75
		SP:Iteration 24Q (57838.950000 sec): 3 clusters
  Score: Raw -3553390.500735 + Penalty 11651.383487 = -3541739.117248
  nChanged 62
		SP:Iteration 25Q (57839.030000 sec): 3 clusters
  Score: Raw -3553411.398700 + Penalty 11651.383487 = -3541760.015213
  nChanged 59
		SP:Iteration 26Q (57839.120000 sec): 3 clusters
  Score: Raw -3553426.862135 + Penalty 11651.383487 = -3541775.478648
  nChanged 49
		SP:Iteration 27Q (57839.210000 sec): 3 clusters
  Score: Raw -3553442.328327 + Penalty 11651.383487 = -3541790.944841
  nChanged 59
		SP:Iteration 28Q (57839.300000 sec): 3 clusters
  Score: Raw -3553458.270093 + Penalty 11651.383487 = -3541806.886607
  nChanged 39
		SP:Iteration 29Q (57839.390000 sec): 3 clusters
  Score: Raw -3553470.198191 + Penalty 11651.383487 = -3541818.814705
  nChanged 50
		SP:Iteration 30Q (57839.480000 sec): 3 clusters
  Score: Raw -3553485.707264 + Penalty 11651.383487 = -3541834.323778
  nChanged 44
		SP:Iteration 31Q (57839.570000 sec): 3 clusters
  Score: Raw -3553499.128870 + Penalty 11651.383487 = -3541847.745383
  nChanged 44
		SP:Iteration 32Q (57839.660000 sec): 3 clusters
  Score: Raw -3553510.131268 + Penalty 11651.383487 = -3541858.747781
  nChanged 23
		SP:Iteration 33Q (57839.750000 sec): 3 clusters
  Score: Raw -3553515.000657 + Penalty 11651.383487 = -3541863.617171
  nChanged 16
		SP:Iteration 34Q (57839.830000 sec): 3 clusters
  Score: Raw -3553518.562991 + Penalty 11651.383487 = -3541867.179504
  nChanged 16
		SP:Iteration 35Q (57839.920000 sec): 3 clusters
  Score: Raw -3553523.144718 + Penalty 11651.383487 = -3541871.761231
  nChanged 23
		SP:Iteration 36Q (57840.010000 sec): 3 clusters
  Score: Raw -3553529.103462 + Penalty 11651.383487 = -3541877.719976
  nChanged 22
		SP:Iteration 37Q (57840.100000 sec): 3 clusters
  Score: Raw -3553535.764024 + Penalty 11651.383487 = -3541884.380537
  nChanged 16
		SP:Iteration 38Q (57840.190000 sec): 3 clusters
  Score: Raw -3553539.992326 + Penalty 11651.383487 = -3541888.608839
  nChanged 21
		SP:Iteration 39Q (57840.270000 sec): 3 clusters
  Score: Raw -3553544.381949 + Penalty 11651.383487 = -3541892.998463
  nChanged 13
		SP:Iteration 40F (57840.370000 sec): 3 clusters
  Score: Raw -3553546.979767 + Penalty 11651.383487 = -3541895.596280
  nChanged 9
		SP:Iteration 41Q (57840.460000 sec): 3 clusters
  Score: Raw -3553549.110929 + Penalty 11651.383487 = -3541897.727443
  nChanged 9
		SP:Iteration 42Q (57840.550000 sec): 3 clusters
  Score: Raw -3553551.853358 + Penalty 11651.383487 = -3541900.469871
  nChanged 13
		SP:Iteration 43Q (57840.640000 sec): 3 clusters
  Score: Raw -3553554.619074 + Penalty 11651.383487 = -3541903.235587
  nChanged 10
		SP:Iteration 44Q (57840.730000 sec): 3 clusters
  Score: Raw -3553556.753301 + Penalty 11651.383487 = -3541905.369814
  nChanged 7
		SP:Iteration 45Q (57840.810000 sec): 3 clusters
  Score: Raw -3553558.419166 + Penalty 11651.383487 = -3541907.035679
  nChanged 3
		SP:Iteration 46Q (57840.900000 sec): 3 clusters
  Score: Raw -3553558.938378 + Penalty 11651.383487 = -3541907.554891
  nChanged 1
		SP:Iteration 47Q (57840.990000 sec): 3 clusters
  Score: Raw -3553559.262149 + Penalty 11651.383487 = -3541907.878663
  nChanged 0
		SP:Iteration 48F (57841.090000 sec): 3 clusters
  Score: Raw -3553559.262149 + Penalty 11651.383487 = -3541907.878663
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57841.110000 sec): 2 clusters
  Score: Raw -371364.954266 + Penalty 4447.930344 = -366917.023922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57841.120000 sec): 3 clusters
  Score: Raw -371306.425976 + Penalty 8895.860689 = -362410.565287
  nChanged 275
		SP:Iteration 1F (57841.130000 sec): 3 clusters
  Score: Raw -371733.834026 + Penalty 8895.860689 = -362837.973337
  nChanged 101
		SP:Iteration 2F (57841.140000 sec): 3 clusters
  Score: Raw -372045.221536 + Penalty 8895.860689 = -363149.360848
  nChanged 102
		SP:Iteration 3F (57841.150000 sec): 3 clusters
  Score: Raw -372412.496196 + Penalty 8895.860689 = -363516.635507
  nChanged 92
		SP:Iteration 4F (57841.160000 sec): 3 clusters
  Score: Raw -372849.696730 + Penalty 8895.860689 = -363953.836042
  nChanged 75
		SP:Iteration 5F (57841.170000 sec): 3 clusters
  Score: Raw -373281.563854 + Penalty 8895.860689 = -364385.703165
  nChanged 60
		SP:Iteration 6Q (57841.180000 sec): 3 clusters
  Score: Raw -373728.493990 + Penalty 8895.860689 = -364832.633301
  nChanged 61
		SP:Iteration 7Q (57841.190000 sec): 3 clusters
  Score: Raw -374014.269629 + Penalty 8895.860689 = -365118.408941
  nChanged 33
		SP:Iteration 8Q (57841.200000 sec): 3 clusters
  Score: Raw -374180.804082 + Penalty 8895.860689 = -365284.943394
  nChanged 25
		SP:Iteration 9Q (57841.210000 sec): 3 clusters
  Score: Raw -374297.704961 + Penalty 8895.860689 = -365401.844273
  nChanged 17
		SP:Iteration 10Q (57841.210000 sec): 3 clusters
  Score: Raw -374355.845823 + Penalty 8895.860689 = -365459.985134
  nChanged 7
		SP:Iteration 11Q (57841.220000 sec): 3 clusters
  Score: Raw -374381.782051 + Penalty 8895.860689 = -365485.921363
  nChanged 9
		SP:Iteration 12Q (57841.230000 sec): 3 clusters
  Score: Raw -374412.545151 + Penalty 8895.860689 = -365516.684462
  nChanged 6
		SP:Iteration 13Q (57841.230000 sec): 3 clusters
  Score: Raw -374444.541079 + Penalty 8895.860689 = -365548.680391
  nChanged 7
		SP:Iteration 14Q (57841.240000 sec): 3 clusters
  Score: Raw -374461.880741 + Penalty 8895.860689 = -365566.020052
  nChanged 2
		SP:Iteration 15Q (57841.250000 sec): 3 clusters
  Score: Raw -374470.274730 + Penalty 8895.860689 = -365574.414042
  nChanged 2
		SP:Iteration 16Q (57841.260000 sec): 3 clusters
  Score: Raw -374475.162805 + Penalty 8895.860689 = -365579.302116
  nChanged 2
		SP:Iteration 17Q (57841.270000 sec): 3 clusters
  Score: Raw -374480.514119 + Penalty 8895.860689 = -365584.653431
  nChanged 1
		SP:Iteration 18Q (57841.270000 sec): 3 clusters
  Score: Raw -374482.618095 + Penalty 8895.860689 = -365586.757407
  nChanged 1
		SP:Iteration 19Q (57841.280000 sec): 3 clusters
  Score: Raw -374484.805227 + Penalty 8895.860689 = -365588.944539
  nChanged 0
		SP:Iteration 20F (57841.290000 sec): 3 clusters
  Score: Raw -374484.805227 + Penalty 8895.860689 = -365588.944539
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 54 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57841.300000 sec): 2 clusters
  Score: Raw -43291.925633 + Penalty 3173.842425 = -40118.083208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57841.300000 sec): 3 clusters
  Score: Raw -44318.691881 + Penalty 6347.684849 = -37971.007032
  nChanged 4
		SP:Iteration 1Q (57841.300000 sec): 3 clusters
  Score: Raw -44348.490581 + Penalty 6347.684849 = -38000.805732
  nChanged 0
		SP:Iteration 2F (57841.310000 sec): 3 clusters
  Score: Raw -44348.490581 + Penalty 6347.684849 = -38000.805732
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 55 (116864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57842.090000 sec): 2 clusters
  Score: Raw -31134530.104934 + Penalty 7147.119264 = -31127382.985670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57842.950000 sec): 3 clusters
  Score: Raw -31062620.396215 + Penalty 14294.238527 = -31048326.157688
  nChanged 53706
		SP:Iteration 1F (57843.810000 sec): 3 clusters
  Score: Raw -31092012.967392 + Penalty 14294.238527 = -31077718.728865
  nChanged 4472
		SP:Iteration 2Q (57844.680000 sec): 3 clusters
  Score: Raw -31093090.329399 + Penalty 14294.238527 = -31078796.090872
  nChanged 4007
		SP:Iteration 3Q (57845.550000 sec): 3 clusters
  Score: Raw -31094016.010201 + Penalty 14294.238527 = -31079721.771674
  nChanged 3670
		SP:Iteration 4Q (57846.420000 sec): 3 clusters
  Score: Raw -31094811.419344 + Penalty 14294.238527 = -31080517.180817
  nChanged 3314
		SP:Iteration 5Q (57847.290000 sec): 3 clusters
  Score: Raw -31095512.193790 + Penalty 14294.238527 = -31081217.955263
  nChanged 3048
		SP:Iteration 6Q (57848.160000 sec): 3 clusters
  Score: Raw -31096152.232885 + Penalty 14294.238527 = -31081857.994358
  nChanged 2893
		SP:Iteration 7Q (57849.030000 sec): 3 clusters
  Score: Raw -31096750.525773 + Penalty 14294.238527 = -31082456.287246
  nChanged 2736
		SP:Iteration 8Q (57849.900000 sec): 3 clusters
  Score: Raw -31097338.832947 + Penalty 14294.238527 = -31083044.594420
  nChanged 2860
		SP:Iteration 9Q (57850.770000 sec): 3 clusters
  Score: Raw -31097999.330897 + Penalty 14294.238527 = -31083705.092370
  nChanged 2902
		SP:Iteration 10Q (57851.640000 sec): 3 clusters
  Score: Raw -31098750.211203 + Penalty 14294.238527 = -31084455.972676
  nChanged 3153
		SP:Iteration 11Q (57852.510000 sec): 3 clusters
  Score: Raw -31099614.829587 + Penalty 14294.238527 = -31085320.591060
  nChanged 3364
		SP:Iteration 12Q (57853.370000 sec): 3 clusters
  Score: Raw -31100640.214651 + Penalty 14294.238527 = -31086345.976124
  nChanged 3750
		SP:Iteration 13Q (57854.230000 sec): 3 clusters
  Score: Raw -31101938.783161 + Penalty 14294.238527 = -31087644.544634
  nChanged 4271
		SP:Iteration 14Q (57855.100000 sec): 3 clusters
  Score: Raw -31103671.247932 + Penalty 14294.238527 = -31089377.009405
  nChanged 4846
		SP:Iteration 15Q (57855.960000 sec): 3 clusters
  Score: Raw -31106006.715010 + Penalty 14294.238527 = -31091712.476483
  nChanged 5573
		SP:Iteration 16Q (57856.820000 sec): 3 clusters
  Score: Raw -31109218.405684 + Penalty 14294.238527 = -31094924.167157
  nChanged 6240
		SP:Iteration 17F (57857.670000 sec): 3 clusters
  Score: Raw -31113522.048597 + Penalty 14294.238527 = -31099227.810070
  nChanged 6431
		SP:Iteration 18F (57858.530000 sec): 3 clusters
  Score: Raw -31118781.299876 + Penalty 14294.238527 = -31104487.061349
  nChanged 5886
		SP:Iteration 19F (57859.380000 sec): 3 clusters
  Score: Raw -31124240.859465 + Penalty 14294.238527 = -31109946.620938
  nChanged 4747
		SP:Iteration 20F (57860.230000 sec): 3 clusters
  Score: Raw -31128375.205612 + Penalty 14294.238527 = -31114080.967085
  nChanged 3442
		SP:Iteration 21Q (57861.010000 sec): 3 clusters
  Score: Raw -31130465.713693 + Penalty 14294.238527 = -31116171.475166
  nChanged 2302
		SP:Iteration 22Q (57861.750000 sec): 3 clusters
  Score: Raw -31131359.465543 + Penalty 14294.238527 = -31117065.227016
  nChanged 1518
		SP:Iteration 23Q (57862.470000 sec): 3 clusters
  Score: Raw -31131816.416507 + Penalty 14294.238527 = -31117522.177980
  nChanged 1056
		SP:Iteration 24Q (57863.200000 sec): 3 clusters
  Score: Raw -31132066.110808 + Penalty 14294.238527 = -31117771.872280
  nChanged 747
		SP:Iteration 25Q (57863.920000 sec): 3 clusters
  Score: Raw -31132211.162699 + Penalty 14294.238527 = -31117916.924172
  nChanged 573
		SP:Iteration 26Q (57864.640000 sec): 3 clusters
  Score: Raw -31132302.658237 + Penalty 14294.238527 = -31118008.419710
  nChanged 418
		SP:Iteration 27Q (57865.360000 sec): 3 clusters
  Score: Raw -31132356.850851 + Penalty 14294.238527 = -31118062.612324
  nChanged 337
		SP:Iteration 28Q (57866.070000 sec): 3 clusters
  Score: Raw -31132398.118337 + Penalty 14294.238527 = -31118103.879810
  nChanged 307
		SP:Iteration 29Q (57866.790000 sec): 3 clusters
  Score: Raw -31132427.833108 + Penalty 14294.238527 = -31118133.594581
  nChanged 230
		SP:Iteration 30Q (57867.500000 sec): 3 clusters
  Score: Raw -31132452.531345 + Penalty 14294.238527 = -31118158.292818
  nChanged 204
		SP:Iteration 31Q (57868.210000 sec): 3 clusters
  Score: Raw -31132472.557069 + Penalty 14294.238527 = -31118178.318541
  nChanged 179
		SP:Iteration 32Q (57868.930000 sec): 3 clusters
  Score: Raw -31132488.359028 + Penalty 14294.238527 = -31118194.120501
  nChanged 156
		SP:Iteration 33Q (57869.640000 sec): 3 clusters
  Score: Raw -31132500.939435 + Penalty 14294.238527 = -31118206.700908
  nChanged 146
		SP:Iteration 34Q (57870.350000 sec): 3 clusters
  Score: Raw -31132512.832939 + Penalty 14294.238527 = -31118218.594412
  nChanged 130
		SP:Iteration 35Q (57871.060000 sec): 3 clusters
  Score: Raw -31132523.656666 + Penalty 14294.238527 = -31118229.418139
  nChanged 147
		SP:Iteration 36Q (57871.770000 sec): 3 clusters
  Score: Raw -31132535.917983 + Penalty 14294.238527 = -31118241.679456
  nChanged 132
		SP:Iteration 37Q (57872.480000 sec): 3 clusters
  Score: Raw -31132546.896799 + Penalty 14294.238527 = -31118252.658272
  nChanged 126
		SP:Iteration 38Q (57873.190000 sec): 3 clusters
  Score: Raw -31132556.941100 + Penalty 14294.238527 = -31118262.702573
  nChanged 120
		SP:Iteration 39Q (57873.900000 sec): 3 clusters
  Score: Raw -31132565.101439 + Penalty 14294.238527 = -31118270.862912
  nChanged 98
		SP:Iteration 40F (57874.760000 sec): 3 clusters
  Score: Raw -31132571.924036 + Penalty 14294.238527 = -31118277.685509
  nChanged 89
		SP:Iteration 41Q (57875.460000 sec): 3 clusters
  Score: Raw -31132578.309221 + Penalty 14294.238527 = -31118284.070694
  nChanged 88
		SP:Iteration 42Q (57876.180000 sec): 3 clusters
  Score: Raw -31132584.018385 + Penalty 14294.238527 = -31118289.779858
  nChanged 80
		SP:Iteration 43Q (57876.880000 sec): 3 clusters
  Score: Raw -31132589.318280 + Penalty 14294.238527 = -31118295.079753
  nChanged 63
		SP:Iteration 44Q (57877.590000 sec): 3 clusters
  Score: Raw -31132593.186686 + Penalty 14294.238527 = -31118298.948159
  nChanged 62
		SP:Iteration 45Q (57878.300000 sec): 3 clusters
  Score: Raw -31132597.252733 + Penalty 14294.238527 = -31118303.014206
  nChanged 58
		SP:Iteration 46Q (57879.010000 sec): 3 clusters
  Score: Raw -31132600.973916 + Penalty 14294.238527 = -31118306.735389
  nChanged 60
		SP:Iteration 47Q (57879.720000 sec): 3 clusters
  Score: Raw -31132604.473584 + Penalty 14294.238527 = -31118310.235057
  nChanged 57
		SP:Iteration 48Q (57880.420000 sec): 3 clusters
  Score: Raw -31132607.657122 + Penalty 14294.238527 = -31118313.418595
  nChanged 55
		SP:Iteration 49Q (57881.130000 sec): 3 clusters
  Score: Raw -31132610.742847 + Penalty 14294.238527 = -31118316.504320
  nChanged 40
		SP:Iteration 50Q (57881.830000 sec): 3 clusters
  Score: Raw -31132612.734845 + Penalty 14294.238527 = -31118318.496318
  nChanged 40
		SP:Iteration 51Q (57882.540000 sec): 3 clusters
  Score: Raw -31132614.946917 + Penalty 14294.238527 = -31118320.708390
  nChanged 43
		SP:Iteration 52Q (57883.240000 sec): 3 clusters
  Score: Raw -31132617.354335 + Penalty 14294.238527 = -31118323.115808
  nChanged 44
		SP:Iteration 53Q (57883.950000 sec): 3 clusters
  Score: Raw -31132620.100330 + Penalty 14294.238527 = -31118325.861803
  nChanged 53
		SP:Iteration 54Q (57884.660000 sec): 3 clusters
  Score: Raw -31132624.033713 + Penalty 14294.238527 = -31118329.795186
  nChanged 64
		SP:Iteration 55Q (57885.360000 sec): 3 clusters
  Score: Raw -31132628.102377 + Penalty 14294.238527 = -31118333.863850
  nChanged 61
		SP:Iteration 56Q (57886.060000 sec): 3 clusters
  Score: Raw -31132632.108726 + Penalty 14294.238527 = -31118337.870199
  nChanged 78
		SP:Iteration 57Q (57886.770000 sec): 3 clusters
  Score: Raw -31132637.095542 + Penalty 14294.238527 = -31118342.857015
  nChanged 67
		SP:Iteration 58Q (57887.480000 sec): 3 clusters
  Score: Raw -31132641.339248 + Penalty 14294.238527 = -31118347.100721
  nChanged 68
		SP:Iteration 59Q (57888.180000 sec): 3 clusters
  Score: Raw -31132645.493389 + Penalty 14294.238527 = -31118351.254862
  nChanged 67
		SP:Iteration 60F (57889.030000 sec): 3 clusters
  Score: Raw -31132649.754489 + Penalty 14294.238527 = -31118355.515962
  nChanged 72
		SP:Iteration 61Q (57889.760000 sec): 3 clusters
  Score: Raw -31132653.871499 + Penalty 14294.238527 = -31118359.632972
  nChanged 73
		SP:Iteration 62Q (57890.500000 sec): 3 clusters
  Score: Raw -31132658.735234 + Penalty 14294.238527 = -31118364.496707
  nChanged 74
		SP:Iteration 63Q (57891.230000 sec): 3 clusters
  Score: Raw -31132662.961341 + Penalty 14294.238527 = -31118368.722814
  nChanged 66
		SP:Iteration 64Q (57891.960000 sec): 3 clusters
  Score: Raw -31132667.888180 + Penalty 14294.238527 = -31118373.649653
  nChanged 77
		SP:Iteration 65Q (57892.690000 sec): 3 clusters
  Score: Raw -31132673.795671 + Penalty 14294.238527 = -31118379.557144
  nChanged 90
		SP:Iteration 66Q (57893.420000 sec): 3 clusters
  Score: Raw -31132680.494199 + Penalty 14294.238527 = -31118386.255672
  nChanged 98
		SP:Iteration 67Q (57894.160000 sec): 3 clusters
  Score: Raw -31132688.178320 + Penalty 14294.238527 = -31118393.939793
  nChanged 107
		SP:Iteration 68Q (57894.890000 sec): 3 clusters
  Score: Raw -31132695.955138 + Penalty 14294.238527 = -31118401.716611
  nChanged 92
		SP:Iteration 69Q (57895.620000 sec): 3 clusters
  Score: Raw -31132703.306484 + Penalty 14294.238527 = -31118409.067957
  nChanged 103
		SP:Iteration 70Q (57896.350000 sec): 3 clusters
  Score: Raw -31132710.872957 + Penalty 14294.238527 = -31118416.634430
  nChanged 95
		SP:Iteration 71Q (57897.080000 sec): 3 clusters
  Score: Raw -31132717.842024 + Penalty 14294.238527 = -31118423.603497
  nChanged 103
		SP:Iteration 72Q (57897.810000 sec): 3 clusters
  Score: Raw -31132725.394733 + Penalty 14294.238527 = -31118431.156206
  nChanged 94
		SP:Iteration 73Q (57898.540000 sec): 3 clusters
  Score: Raw -31132732.534170 + Penalty 14294.238527 = -31118438.295643
  nChanged 76
		SP:Iteration 74Q (57899.270000 sec): 3 clusters
  Score: Raw -31132737.885794 + Penalty 14294.238527 = -31118443.647267
  nChanged 79
		SP:Iteration 75Q (57900.000000 sec): 3 clusters
  Score: Raw -31132744.164271 + Penalty 14294.238527 = -31118449.925744
  nChanged 95
		SP:Iteration 76Q (57900.730000 sec): 3 clusters
  Score: Raw -31132752.551064 + Penalty 14294.238527 = -31118458.312537
  nChanged 108
		SP:Iteration 77Q (57901.450000 sec): 3 clusters
  Score: Raw -31132762.302242 + Penalty 14294.238527 = -31118468.063715
  nChanged 117
		SP:Iteration 78Q (57902.170000 sec): 3 clusters
  Score: Raw -31132771.903372 + Penalty 14294.238527 = -31118477.664845
  nChanged 115
		SP:Iteration 79Q (57902.900000 sec): 3 clusters
  Score: Raw -31132782.200869 + Penalty 14294.238527 = -31118487.962342
  nChanged 116
		SP:Iteration 80F (57903.790000 sec): 3 clusters
  Score: Raw -31132792.109220 + Penalty 14294.238527 = -31118497.870693
  nChanged 122
		SP:Iteration 81Q (57904.520000 sec): 3 clusters
  Score: Raw -31132801.217343 + Penalty 14294.238527 = -31118506.978816
  nChanged 107
		SP:Iteration 82Q (57905.250000 sec): 3 clusters
  Score: Raw -31132808.729677 + Penalty 14294.238527 = -31118514.491150
  nChanged 92
		SP:Iteration 83Q (57905.970000 sec): 3 clusters
  Score: Raw -31132816.576152 + Penalty 14294.238527 = -31118522.337625
  nChanged 104
		SP:Iteration 84Q (57906.690000 sec): 3 clusters
  Score: Raw -31132824.767682 + Penalty 14294.238527 = -31118530.529155
  nChanged 103
		SP:Iteration 85Q (57907.420000 sec): 3 clusters
  Score: Raw -31132832.713885 + Penalty 14294.238527 = -31118538.475358
  nChanged 95
		SP:Iteration 86Q (57908.140000 sec): 3 clusters
  Score: Raw -31132840.030245 + Penalty 14294.238527 = -31118545.791718
  nChanged 91
		SP:Iteration 87Q (57908.860000 sec): 3 clusters
  Score: Raw -31132847.059600 + Penalty 14294.238527 = -31118552.821073
  nChanged 92
		SP:Iteration 88Q (57909.580000 sec): 3 clusters
  Score: Raw -31132855.201972 + Penalty 14294.238527 = -31118560.963445
  nChanged 109
		SP:Iteration 89Q (57910.300000 sec): 3 clusters
  Score: Raw -31132864.759001 + Penalty 14294.238527 = -31118570.520474
  nChanged 113
		SP:Iteration 90Q (57911.030000 sec): 3 clusters
  Score: Raw -31132874.461309 + Penalty 14294.238527 = -31118580.222782
  nChanged 112
		SP:Iteration 91Q (57911.750000 sec): 3 clusters
  Score: Raw -31132883.549267 + Penalty 14294.238527 = -31118589.310740
  nChanged 107
		SP:Iteration 92Q (57912.470000 sec): 3 clusters
  Score: Raw -31132893.863661 + Penalty 14294.238527 = -31118599.625134
  nChanged 125
		SP:Iteration 93Q (57913.190000 sec): 3 clusters
  Score: Raw -31132905.705835 + Penalty 14294.238527 = -31118611.467308
  nChanged 135
		SP:Iteration 94Q (57913.910000 sec): 3 clusters
  Score: Raw -31132918.004617 + Penalty 14294.238527 = -31118623.766090
  nChanged 120
		SP:Iteration 95Q (57914.630000 sec): 3 clusters
  Score: Raw -31132928.143597 + Penalty 14294.238527 = -31118633.905070
  nChanged 117
		SP:Iteration 96Q (57915.350000 sec): 3 clusters
  Score: Raw -31132939.272190 + Penalty 14294.238527 = -31118645.033663
  nChanged 132
		SP:Iteration 97Q (57916.070000 sec): 3 clusters
  Score: Raw -31132953.150321 + Penalty 14294.238527 = -31118658.911794
  nChanged 153
		SP:Iteration 98Q (57916.780000 sec): 3 clusters
  Score: Raw -31132969.896662 + Penalty 14294.238527 = -31118675.658135
  nChanged 180
		SP:Iteration 99Q (57917.470000 sec): 3 clusters
  Score: Raw -31132990.907320 + Penalty 14294.238527 = -31118696.668793
  nChanged 194
		SP:Iteration 100F (57918.330000 sec): 3 clusters
  Score: Raw -31133013.098622 + Penalty 14294.238527 = -31118718.860095
  nChanged 204
		SP:Iteration 101Q (57919.010000 sec): 3 clusters
  Score: Raw -31133037.123463 + Penalty 14294.238527 = -31118742.884936
  nChanged 182
		SP:Iteration 102Q (57919.690000 sec): 3 clusters
  Score: Raw -31133058.626248 + Penalty 14294.238527 = -31118764.387721
  nChanged 185
		SP:Iteration 103Q (57920.400000 sec): 3 clusters
  Score: Raw -31133081.092425 + Penalty 14294.238527 = -31118786.853898
  nChanged 189
		SP:Iteration 104Q (57921.120000 sec): 3 clusters
  Score: Raw -31133103.144354 + Penalty 14294.238527 = -31118808.905827
  nChanged 179
		SP:Iteration 105Q (57921.830000 sec): 3 clusters
  Score: Raw -31133122.357516 + Penalty 14294.238527 = -31118828.118989
  nChanged 168
		SP:Iteration 106Q (57922.540000 sec): 3 clusters
  Score: Raw -31133139.805119 + Penalty 14294.238527 = -31118845.566592
  nChanged 160
		SP:Iteration 107Q (57923.250000 sec): 3 clusters
  Score: Raw -31133157.282640 + Penalty 14294.238527 = -31118863.044113
  nChanged 144
		SP:Iteration 108Q (57923.960000 sec): 3 clusters
  Score: Raw -31133173.315700 + Penalty 14294.238527 = -31118879.077173
  nChanged 152
		SP:Iteration 109Q (57924.660000 sec): 3 clusters
  Score: Raw -31133189.115852 + Penalty 14294.238527 = -31118894.877325
  nChanged 154
		SP:Iteration 110Q (57925.370000 sec): 3 clusters
  Score: Raw -31133206.605051 + Penalty 14294.238527 = -31118912.366524
  nChanged 163
		SP:Iteration 111Q (57926.080000 sec): 3 clusters
  Score: Raw -31133225.717496 + Penalty 14294.238527 = -31118931.478969
  nChanged 174
		SP:Iteration 112Q (57926.780000 sec): 3 clusters
  Score: Raw -31133247.629813 + Penalty 14294.238527 = -31118953.391286
  nChanged 190
		SP:Iteration 113Q (57927.490000 sec): 3 clusters
  Score: Raw -31133271.950685 + Penalty 14294.238527 = -31118977.712158
  nChanged 182
		SP:Iteration 114Q (57928.190000 sec): 3 clusters
  Score: Raw -31133293.586775 + Penalty 14294.238527 = -31118999.348248
  nChanged 164
		SP:Iteration 115Q (57928.890000 sec): 3 clusters
  Score: Raw -31133314.384301 + Penalty 14294.238527 = -31119020.145774
  nChanged 170
		SP:Iteration 116Q (57929.590000 sec): 3 clusters
  Score: Raw -31133334.903581 + Penalty 14294.238527 = -31119040.665054
  nChanged 159
		SP:Iteration 117Q (57930.290000 sec): 3 clusters
  Score: Raw -31133355.608977 + Penalty 14294.238527 = -31119061.370450
  nChanged 158
		SP:Iteration 118Q (57930.990000 sec): 3 clusters
  Score: Raw -31133374.645436 + Penalty 14294.238527 = -31119080.406909
  nChanged 167
		SP:Iteration 119Q (57931.690000 sec): 3 clusters
  Score: Raw -31133394.703513 + Penalty 14294.238527 = -31119100.464985
  nChanged 157
		SP:Iteration 120F (57932.580000 sec): 3 clusters
  Score: Raw -31133415.124081 + Penalty 14294.238527 = -31119120.885554
  nChanged 168
		SP:Iteration 121Q (57933.270000 sec): 3 clusters
  Score: Raw -31133435.669074 + Penalty 14294.238527 = -31119141.430547
  nChanged 161
		SP:Iteration 122Q (57933.970000 sec): 3 clusters
  Score: Raw -31133454.776239 + Penalty 14294.238527 = -31119160.537712
  nChanged 152
		SP:Iteration 123Q (57934.670000 sec): 3 clusters
  Score: Raw -31133474.229100 + Penalty 14294.238527 = -31119179.990573
  nChanged 154
		SP:Iteration 124Q (57935.360000 sec): 3 clusters
  Score: Raw -31133493.573413 + Penalty 14294.238527 = -31119199.334886
  nChanged 168
		SP:Iteration 125Q (57936.050000 sec): 3 clusters
  Score: Raw -31133516.410758 + Penalty 14294.238527 = -31119222.172231
  nChanged 168
		SP:Iteration 126Q (57936.740000 sec): 3 clusters
  Score: Raw -31133541.028544 + Penalty 14294.238527 = -31119246.790017
  nChanged 180
		SP:Iteration 127Q (57937.430000 sec): 3 clusters
  Score: Raw -31133569.586504 + Penalty 14294.238527 = -31119275.347977
  nChanged 184
		SP:Iteration 128Q (57938.120000 sec): 3 clusters
  Score: Raw -31133596.180289 + Penalty 14294.238527 = -31119301.941762
  nChanged 176
		SP:Iteration 129Q (57938.810000 sec): 3 clusters
  Score: Raw -31133620.948144 + Penalty 14294.238527 = -31119326.709617
  nChanged 172
		SP:Iteration 130Q (57939.500000 sec): 3 clusters
  Score: Raw -31133645.680204 + Penalty 14294.238527 = -31119351.441677
  nChanged 164
		SP:Iteration 131Q (57940.180000 sec): 3 clusters
  Score: Raw -31133668.061452 + Penalty 14294.238527 = -31119373.822925
  nChanged 146
		SP:Iteration 132Q (57940.870000 sec): 3 clusters
  Score: Raw -31133685.868737 + Penalty 14294.238527 = -31119391.630210
  nChanged 142
		SP:Iteration 133Q (57941.550000 sec): 3 clusters
  Score: Raw -31133704.375748 + Penalty 14294.238527 = -31119410.137221
  nChanged 138
		SP:Iteration 134Q (57942.230000 sec): 3 clusters
  Score: Raw -31133723.261915 + Penalty 14294.238527 = -31119429.023388
  nChanged 152
		SP:Iteration 135Q (57942.920000 sec): 3 clusters
  Score: Raw -31133744.810404 + Penalty 14294.238527 = -31119450.571877
  nChanged 154
		SP:Iteration 136Q (57943.600000 sec): 3 clusters
  Score: Raw -31133765.162093 + Penalty 14294.238527 = -31119470.923566
  nChanged 159
		SP:Iteration 137Q (57944.280000 sec): 3 clusters
  Score: Raw -31133786.137099 + Penalty 14294.238527 = -31119491.898572
  nChanged 159
		SP:Iteration 138Q (57944.960000 sec): 3 clusters
  Score: Raw -31133808.002213 + Penalty 14294.238527 = -31119513.763686
  nChanged 157
		SP:Iteration 139Q (57945.640000 sec): 3 clusters
  Score: Raw -31133829.945908 + Penalty 14294.238527 = -31119535.707381
  nChanged 155
		SP:Iteration 140F (57946.530000 sec): 3 clusters
  Score: Raw -31133852.526004 + Penalty 14294.238527 = -31119558.287477
  nChanged 129
		SP:Iteration 141Q (57947.200000 sec): 3 clusters
  Score: Raw -31133871.103491 + Penalty 14294.238527 = -31119576.864964
  nChanged 135
		SP:Iteration 142Q (57947.870000 sec): 3 clusters
  Score: Raw -31133889.753770 + Penalty 14294.238527 = -31119595.515243
  nChanged 105
		SP:Iteration 143Q (57948.550000 sec): 3 clusters
  Score: Raw -31133903.239923 + Penalty 14294.238527 = -31119609.001396
  nChanged 120
		SP:Iteration 144Q (57949.220000 sec): 3 clusters
  Score: Raw -31133921.386181 + Penalty 14294.238527 = -31119627.147654
  nChanged 115
		SP:Iteration 145Q (57949.890000 sec): 3 clusters
  Score: Raw -31133936.975896 + Penalty 14294.238527 = -31119642.737369
  nChanged 106
		SP:Iteration 146Q (57950.570000 sec): 3 clusters
  Score: Raw -31133954.150169 + Penalty 14294.238527 = -31119659.911642
  nChanged 126
		SP:Iteration 147Q (57951.240000 sec): 3 clusters
  Score: Raw -31133972.617119 + Penalty 14294.238527 = -31119678.378592
  nChanged 108
		SP:Iteration 148Q (57951.910000 sec): 3 clusters
  Score: Raw -31133987.056608 + Penalty 14294.238527 = -31119692.818081
  nChanged 98
		SP:Iteration 149Q (57952.580000 sec): 3 clusters
  Score: Raw -31134000.353293 + Penalty 14294.238527 = -31119706.114766
  nChanged 104
		SP:Iteration 150Q (57953.250000 sec): 3 clusters
  Score: Raw -31134015.871747 + Penalty 14294.238527 = -31119721.633220
  nChanged 107
		SP:Iteration 151Q (57953.920000 sec): 3 clusters
  Score: Raw -31134030.877510 + Penalty 14294.238527 = -31119736.638983
  nChanged 102
		SP:Iteration 152Q (57954.590000 sec): 3 clusters
  Score: Raw -31134047.654577 + Penalty 14294.238527 = -31119753.416050
  nChanged 112
		SP:Iteration 153Q (57955.260000 sec): 3 clusters
  Score: Raw -31134065.376352 + Penalty 14294.238527 = -31119771.137825
  nChanged 121
		SP:Iteration 154Q (57955.930000 sec): 3 clusters
  Score: Raw -31134085.699148 + Penalty 14294.238527 = -31119791.460621
  nChanged 136
		SP:Iteration 155Q (57956.590000 sec): 3 clusters
  Score: Raw -31134108.908095 + Penalty 14294.238527 = -31119814.669568
  nChanged 127
		SP:Iteration 156Q (57957.260000 sec): 3 clusters
  Score: Raw -31134130.076271 + Penalty 14294.238527 = -31119835.837744
  nChanged 131
		SP:Iteration 157Q (57957.920000 sec): 3 clusters
  Score: Raw -31134156.763754 + Penalty 14294.238527 = -31119862.525227
  nChanged 141
		SP:Iteration 158Q (57958.590000 sec): 3 clusters
  Score: Raw -31134181.804434 + Penalty 14294.238527 = -31119887.565907
  nChanged 128
		SP:Iteration 159Q (57959.270000 sec): 3 clusters
  Score: Raw -31134203.068732 + Penalty 14294.238527 = -31119908.830205
  nChanged 129
		SP:Iteration 160F (57960.150000 sec): 3 clusters
  Score: Raw -31134226.712480 + Penalty 14294.238527 = -31119932.473953
  nChanged 154
		SP:Iteration 161Q (57960.810000 sec): 3 clusters
  Score: Raw -31134259.418703 + Penalty 14294.238527 = -31119965.180176
  nChanged 159
		SP:Iteration 162Q (57961.470000 sec): 3 clusters
  Score: Raw -31134293.369122 + Penalty 14294.238527 = -31119999.130595
  nChanged 170
		SP:Iteration 163Q (57962.130000 sec): 3 clusters
  Score: Raw -31134330.629685 + Penalty 14294.238527 = -31120036.391158
  nChanged 172
		SP:Iteration 164Q (57962.790000 sec): 3 clusters
  Score: Raw -31134366.512919 + Penalty 14294.238527 = -31120072.274392
  nChanged 169
		SP:Iteration 165Q (57963.450000 sec): 3 clusters
  Score: Raw -31134404.319528 + Penalty 14294.238527 = -31120110.081001
  nChanged 183
		SP:Iteration 166Q (57964.110000 sec): 3 clusters
  Score: Raw -31134444.185846 + Penalty 14294.238527 = -31120149.947319
  nChanged 170
		SP:Iteration 167Q (57964.760000 sec): 3 clusters
  Score: Raw -31134484.295214 + Penalty 14294.238527 = -31120190.056686
  nChanged 172
		SP:Iteration 168Q (57965.420000 sec): 3 clusters
  Score: Raw -31134521.766994 + Penalty 14294.238527 = -31120227.528467
  nChanged 148
		SP:Iteration 169Q (57966.070000 sec): 3 clusters
  Score: Raw -31134551.214346 + Penalty 14294.238527 = -31120256.975819
  nChanged 124
		SP:Iteration 170Q (57966.720000 sec): 3 clusters
  Score: Raw -31134578.118920 + Penalty 14294.238527 = -31120283.880393
  nChanged 138
		SP:Iteration 171Q (57967.370000 sec): 3 clusters
  Score: Raw -31134609.064468 + Penalty 14294.238527 = -31120314.825941
  nChanged 134
		SP:Iteration 172Q (57968.020000 sec): 3 clusters
  Score: Raw -31134641.076053 + Penalty 14294.238527 = -31120346.837526
  nChanged 134
		SP:Iteration 173Q (57968.670000 sec): 3 clusters
  Score: Raw -31134671.269547 + Penalty 14294.238527 = -31120377.031020
  nChanged 113
		SP:Iteration 174Q (57969.320000 sec): 3 clusters
  Score: Raw -31134694.965998 + Penalty 14294.238527 = -31120400.727471
  nChanged 105
		SP:Iteration 175Q (57969.960000 sec): 3 clusters
  Score: Raw -31134718.303185 + Penalty 14294.238527 = -31120424.064658
  nChanged 105
		SP:Iteration 176Q (57970.610000 sec): 3 clusters
  Score: Raw -31134741.147466 + Penalty 14294.238527 = -31120446.908939
  nChanged 101
		SP:Iteration 177Q (57971.260000 sec): 3 clusters
  Score: Raw -31134764.832937 + Penalty 14294.238527 = -31120470.594410
  nChanged 109
		SP:Iteration 178Q (57971.910000 sec): 3 clusters
  Score: Raw -31134789.832102 + Penalty 14294.238527 = -31120495.593575
  nChanged 108
		SP:Iteration 179Q (57972.550000 sec): 3 clusters
  Score: Raw -31134814.842334 + Penalty 14294.238527 = -31120520.603807
  nChanged 96
		SP:Iteration 180F (57973.450000 sec): 3 clusters
  Score: Raw -31134837.874269 + Penalty 14294.238527 = -31120543.635742
  nChanged 90
		SP:Iteration 181Q (57974.090000 sec): 3 clusters
  Score: Raw -31134858.756904 + Penalty 14294.238527 = -31120564.518377
  nChanged 87
		SP:Iteration 182Q (57974.730000 sec): 3 clusters
  Score: Raw -31134879.849554 + Penalty 14294.238527 = -31120585.611027
  nChanged 103
		SP:Iteration 183Q (57975.380000 sec): 3 clusters
  Score: Raw -31134903.075782 + Penalty 14294.238527 = -31120608.837255
  nChanged 84
		SP:Iteration 184Q (57976.020000 sec): 3 clusters
  Score: Raw -31134920.840514 + Penalty 14294.238527 = -31120626.601987
  nChanged 70
		SP:Iteration 185Q (57976.660000 sec): 3 clusters
  Score: Raw -31134936.508684 + Penalty 14294.238527 = -31120642.270157
  nChanged 68
		SP:Iteration 186Q (57977.300000 sec): 3 clusters
  Score: Raw -31134955.237824 + Penalty 14294.238527 = -31120660.999297
  nChanged 74
		SP:Iteration 187Q (57977.940000 sec): 3 clusters
  Score: Raw -31134974.375114 + Penalty 14294.238527 = -31120680.136587
  nChanged 73
		SP:Iteration 188Q (57978.580000 sec): 3 clusters
  Score: Raw -31134993.389801 + Penalty 14294.238527 = -31120699.151274
  nChanged 62
		SP:Iteration 189Q (57979.220000 sec): 3 clusters
  Score: Raw -31135009.703331 + Penalty 14294.238527 = -31120715.464804
  nChanged 71
		SP:Iteration 190Q (57979.850000 sec): 3 clusters
  Score: Raw -31135029.856024 + Penalty 14294.238527 = -31120735.617497
  nChanged 69
		SP:Iteration 191Q (57980.490000 sec): 3 clusters
  Score: Raw -31135047.673253 + Penalty 14294.238527 = -31120753.434726
  nChanged 65
		SP:Iteration 192Q (57981.120000 sec): 3 clusters
  Score: Raw -31135066.093433 + Penalty 14294.238527 = -31120771.854906
  nChanged 56
		SP:Iteration 193Q (57981.750000 sec): 3 clusters
  Score: Raw -31135080.816028 + Penalty 14294.238527 = -31120786.577500
  nChanged 71
		SP:Iteration 194Q (57982.380000 sec): 3 clusters
  Score: Raw -31135097.346872 + Penalty 14294.238527 = -31120803.108345
  nChanged 45
		SP:Iteration 195Q (57983.020000 sec): 3 clusters
  Score: Raw -31135108.205152 + Penalty 14294.238527 = -31120813.966625
  nChanged 50
		SP:Iteration 196Q (57983.650000 sec): 3 clusters
  Score: Raw -31135120.366020 + Penalty 14294.238527 = -31120826.127493
  nChanged 44
		SP:Iteration 197Q (57984.280000 sec): 3 clusters
  Score: Raw -31135131.023432 + Penalty 14294.238527 = -31120836.784905
  nChanged 46
		SP:Iteration 198Q (57984.910000 sec): 3 clusters
  Score: Raw -31135142.337254 + Penalty 14294.238527 = -31120848.098727
  nChanged 43
		SP:Iteration 199Q (57985.540000 sec): 3 clusters
  Score: Raw -31135152.482216 + Penalty 14294.238527 = -31120858.243689
  nChanged 30
		SP:Iteration 200F (57986.430000 sec): 3 clusters
  Score: Raw -31135161.411759 + Penalty 14294.238527 = -31120867.173232
  nChanged 39
		SP:Iteration 201Q (57987.060000 sec): 3 clusters
  Score: Raw -31135171.651933 + Penalty 14294.238527 = -31120877.413406
  nChanged 42
		SP:Iteration 202Q (57987.690000 sec): 3 clusters
  Score: Raw -31135182.890200 + Penalty 14294.238527 = -31120888.651673
  nChanged 31
		SP:Iteration 203Q (57988.320000 sec): 3 clusters
  Score: Raw -31135190.956155 + Penalty 14294.238527 = -31120896.717628
  nChanged 34
		SP:Iteration 204Q (57988.950000 sec): 3 clusters
  Score: Raw -31135199.272349 + Penalty 14294.238527 = -31120905.033822
  nChanged 38
		SP:Iteration 205Q (57989.580000 sec): 3 clusters
  Score: Raw -31135209.030807 + Penalty 14294.238527 = -31120914.792280
  nChanged 35
		SP:Iteration 206Q (57990.210000 sec): 3 clusters
  Score: Raw -31135219.763234 + Penalty 14294.238527 = -31120925.524707
  nChanged 38
		SP:Iteration 207Q (57990.830000 sec): 3 clusters
  Score: Raw -31135229.692737 + Penalty 14294.238527 = -31120935.454210
  nChanged 27
		SP:Iteration 208Q (57991.460000 sec): 3 clusters
  Score: Raw -31135237.746764 + Penalty 14294.238527 = -31120943.508237
  nChanged 29
		SP:Iteration 209Q (57992.080000 sec): 3 clusters
  Score: Raw -31135246.187256 + Penalty 14294.238527 = -31120951.948729
  nChanged 26
		SP:Iteration 210Q (57992.700000 sec): 3 clusters
  Score: Raw -31135253.583009 + Penalty 14294.238527 = -31120959.344482
  nChanged 27
		SP:Iteration 211Q (57993.320000 sec): 3 clusters
  Score: Raw -31135261.550657 + Penalty 14294.238527 = -31120967.312130
  nChanged 26
		SP:Iteration 212Q (57993.950000 sec): 3 clusters
  Score: Raw -31135268.897204 + Penalty 14294.238527 = -31120974.658677
  nChanged 25
		SP:Iteration 213Q (57994.570000 sec): 3 clusters
  Score: Raw -31135276.349764 + Penalty 14294.238527 = -31120982.111237
  nChanged 17
		SP:Iteration 214Q (57995.190000 sec): 3 clusters
  Score: Raw -31135281.156956 + Penalty 14294.238527 = -31120986.918429
  nChanged 19
		SP:Iteration 215Q (57995.810000 sec): 3 clusters
  Score: Raw -31135287.184870 + Penalty 14294.238527 = -31120992.946343
  nChanged 26
		SP:Iteration 216Q (57996.440000 sec): 3 clusters
  Score: Raw -31135294.234315 + Penalty 14294.238527 = -31120999.995788
  nChanged 23
		SP:Iteration 217Q (57997.060000 sec): 3 clusters
  Score: Raw -31135300.563750 + Penalty 14294.238527 = -31121006.325223
  nChanged 23
		SP:Iteration 218Q (57997.680000 sec): 3 clusters
  Score: Raw -31135307.003734 + Penalty 14294.238527 = -31121012.765207
  nChanged 20
		SP:Iteration 219Q (57998.300000 sec): 3 clusters
  Score: Raw -31135312.080305 + Penalty 14294.238527 = -31121017.841778
  nChanged 17
		SP:Iteration 220F (57999.180000 sec): 3 clusters
  Score: Raw -31135317.284716 + Penalty 14294.238527 = -31121023.046189
  nChanged 22
		SP:Iteration 221Q (57999.800000 sec): 3 clusters
  Score: Raw -31135323.450673 + Penalty 14294.238527 = -31121029.212146
  nChanged 15
		SP:Iteration 222Q (58000.420000 sec): 3 clusters
  Score: Raw -31135327.151535 + Penalty 14294.238527 = -31121032.913008
  nChanged 19
		SP:Iteration 223Q (58001.040000 sec): 3 clusters
  Score: Raw -31135332.706692 + Penalty 14294.238527 = -31121038.468165
  nChanged 24
		SP:Iteration 224Q (58001.660000 sec): 3 clusters
  Score: Raw -31135341.123768 + Penalty 14294.238527 = -31121046.885241
  nChanged 35
		SP:Iteration 225Q (58002.280000 sec): 3 clusters
  Score: Raw -31135351.450212 + Penalty 14294.238527 = -31121057.211685
  nChanged 21
		SP:Iteration 226Q (58002.900000 sec): 3 clusters
  Score: Raw -31135357.023475 + Penalty 14294.238527 = -31121062.784948
  nChanged 15
		SP:Iteration 227Q (58003.520000 sec): 3 clusters
  Score: Raw -31135361.887243 + Penalty 14294.238527 = -31121067.648716
  nChanged 15
		SP:Iteration 228Q (58004.140000 sec): 3 clusters
  Score: Raw -31135366.607607 + Penalty 14294.238527 = -31121072.369080
  nChanged 13
		SP:Iteration 229Q (58004.760000 sec): 3 clusters
  Score: Raw -31135370.838915 + Penalty 14294.238527 = -31121076.600388
  nChanged 13
		SP:Iteration 230Q (58005.380000 sec): 3 clusters
  Score: Raw -31135373.637829 + Penalty 14294.238527 = -31121079.399302
  nChanged 8
		SP:Iteration 231Q (58006.000000 sec): 3 clusters
  Score: Raw -31135375.449956 + Penalty 14294.238527 = -31121081.211429
  nChanged 10
		SP:Iteration 232Q (58006.620000 sec): 3 clusters
  Score: Raw -31135378.217415 + Penalty 14294.238527 = -31121083.978888
  nChanged 9
		SP:Iteration 233Q (58007.240000 sec): 3 clusters
  Score: Raw -31135380.641470 + Penalty 14294.238527 = -31121086.402943
  nChanged 12
		SP:Iteration 234Q (58007.860000 sec): 3 clusters
  Score: Raw -31135384.461663 + Penalty 14294.238527 = -31121090.223136
  nChanged 11
		SP:Iteration 235Q (58008.480000 sec): 3 clusters
  Score: Raw -31135388.088169 + Penalty 14294.238527 = -31121093.849642
  nChanged 13
		SP:Iteration 236Q (58009.100000 sec): 3 clusters
  Score: Raw -31135392.440541 + Penalty 14294.238527 = -31121098.202014
  nChanged 17
		SP:Iteration 237Q (58009.720000 sec): 3 clusters
  Score: Raw -31135397.191665 + Penalty 14294.238527 = -31121102.953138
  nChanged 11
		SP:Iteration 238Q (58010.340000 sec): 3 clusters
  Score: Raw -31135399.412769 + Penalty 14294.238527 = -31121105.174242
  nChanged 12
		SP:Iteration 239Q (58010.950000 sec): 3 clusters
  Score: Raw -31135403.027647 + Penalty 14294.238527 = -31121108.789120
  nChanged 14
		SP:Iteration 240F (58011.840000 sec): 3 clusters
  Score: Raw -31135406.258422 + Penalty 14294.238527 = -31121112.019895
  nChanged 14
		SP:Iteration 241Q (58012.460000 sec): 3 clusters
  Score: Raw -31135410.312677 + Penalty 14294.238527 = -31121116.074150
  nChanged 12
		SP:Iteration 242Q (58013.070000 sec): 3 clusters
  Score: Raw -31135414.056157 + Penalty 14294.238527 = -31121119.817630
  nChanged 12
		SP:Iteration 243Q (58013.690000 sec): 3 clusters
  Score: Raw -31135417.609450 + Penalty 14294.238527 = -31121123.370923
  nChanged 6
		SP:Iteration 244Q (58014.310000 sec): 3 clusters
  Score: Raw -31135418.844871 + Penalty 14294.238527 = -31121124.606344
  nChanged 7
		SP:Iteration 245Q (58014.930000 sec): 3 clusters
  Score: Raw -31135420.551650 + Penalty 14294.238527 = -31121126.313123
  nChanged 2
		SP:Iteration 246Q (58015.540000 sec): 3 clusters
  Score: Raw -31135421.062340 + Penalty 14294.238527 = -31121126.823813
  nChanged 4
		SP:Iteration 247Q (58016.160000 sec): 3 clusters
  Score: Raw -31135422.065783 + Penalty 14294.238527 = -31121127.827256
  nChanged 5
		SP:Iteration 248Q (58016.780000 sec): 3 clusters
  Score: Raw -31135423.814940 + Penalty 14294.238527 = -31121129.576413
  nChanged 8
		SP:Iteration 249Q (58017.400000 sec): 3 clusters
  Score: Raw -31135425.932461 + Penalty 14294.238527 = -31121131.693934
  nChanged 5
		SP:Iteration 250Q (58018.020000 sec): 3 clusters
  Score: Raw -31135427.463868 + Penalty 14294.238527 = -31121133.225341
  nChanged 7
		SP:Iteration 251Q (58018.630000 sec): 3 clusters
  Score: Raw -31135429.496868 + Penalty 14294.238527 = -31121135.258341
  nChanged 7
		SP:Iteration 252Q (58019.260000 sec): 3 clusters
  Score: Raw -31135431.039194 + Penalty 14294.238527 = -31121136.800667
  nChanged 2
		SP:Iteration 253Q (58019.870000 sec): 3 clusters
  Score: Raw -31135431.381086 + Penalty 14294.238527 = -31121137.142559
  nChanged 1
		SP:Iteration 254Q (58020.490000 sec): 3 clusters
  Score: Raw -31135431.613240 + Penalty 14294.238527 = -31121137.374713
  nChanged 0
		SP:Iteration 255F (58021.370000 sec): 3 clusters
  Score: Raw -31135431.613240 + Penalty 14294.238527 = -31121137.374713
  nChanged 0
Iteration 539Q (58055.830000 sec): 56 clusters
  Score: Raw -522533466.771815 + Penalty 488646.756571 = -522044820.015245
  nChanged 65
Iteration 540F (58354.060000 sec): 56 clusters
  Score: Raw -522533472.940620 + Penalty 488646.756571 = -522044826.184049
  nChanged 97
Iteration 541Q (58388.630000 sec): 56 clusters
  Score: Raw -522533483.857474 + Penalty 488646.756571 = -522044837.100904
  nChanged 105
Iteration 542Q (58423.160000 sec): 56 clusters
  Score: Raw -522533494.487279 + Penalty 488646.756571 = -522044847.730708
  nChanged 120
Iteration 543Q (58457.680000 sec): 56 clusters
  Score: Raw -522533506.172007 + Penalty 488646.756571 = -522044859.415437
  nChanged 137
Iteration 544Q (58492.180000 sec): 56 clusters
  Score: Raw -522533517.152531 + Penalty 488646.756571 = -522044870.395961
  nChanged 139
Iteration 545Q (58526.700000 sec): 56 clusters
  Score: Raw -522533533.314160 + Penalty 488646.756571 = -522044886.557589
  nChanged 135
Iteration 546Q (58561.200000 sec): 56 clusters
  Score: Raw -522533549.622720 + Penalty 488646.756571 = -522044902.866150
  nChanged 163
Iteration 547Q (58595.740000 sec): 56 clusters
  Score: Raw -522533566.323352 + Penalty 488646.756571 = -522044919.566781
  nChanged 197
Iteration 548Q (58630.260000 sec): 56 clusters
  Score: Raw -522533585.140806 + Penalty 488646.756571 = -522044938.384236
  nChanged 233
Iteration 549Q (58664.860000 sec): 56 clusters
  Score: Raw -522533610.590350 + Penalty 488646.756571 = -522044963.833780
  nChanged 242
Iteration 550Q (58699.370000 sec): 56 clusters
  Score: Raw -522533643.647325 + Penalty 488646.756571 = -522044996.890755
  nChanged 286
Iteration 551Q (58733.860000 sec): 56 clusters
  Score: Raw -522533694.151785 + Penalty 488646.756571 = -522045047.395214
  nChanged 339
Iteration 552Q (58768.390000 sec): 56 clusters
  Score: Raw -522533755.713920 + Penalty 488646.756571 = -522045108.957349
  nChanged 435
Iteration 553Q (58802.890000 sec): 56 clusters
  Score: Raw -522533843.420855 + Penalty 488646.756571 = -522045196.664284
  nChanged 469
Iteration 554Q (58837.420000 sec): 56 clusters
  Score: Raw -522533930.173637 + Penalty 488646.756571 = -522045283.417066
  nChanged 527
Iteration 555Q (58871.950000 sec): 56 clusters
  Score: Raw -522534014.469966 + Penalty 488646.756571 = -522045367.713395
  nChanged 558
Iteration 556Q (58906.500000 sec): 56 clusters
  Score: Raw -522534109.650651 + Penalty 488646.756571 = -522045462.894080
  nChanged 641
Iteration 557Q (58941.090000 sec): 56 clusters
  Score: Raw -522534202.024873 + Penalty 488646.756571 = -522045555.268303
  nChanged 643
Iteration 558Q (58975.640000 sec): 56 clusters
  Score: Raw -522534294.055993 + Penalty 488646.756571 = -522045647.299422
  nChanged 662
Iteration 559Q (59010.210000 sec): 56 clusters
  Score: Raw -522534374.554017 + Penalty 488646.756571 = -522045727.797447
  nChanged 675
Iteration 560F (59304.530000 sec): 56 clusters
  Score: Raw -522534478.089548 + Penalty 488646.756571 = -522045831.332978
  nChanged 670
Iteration 561Q (59338.340000 sec): 56 clusters
  Score: Raw -522534571.484747 + Penalty 488646.756571 = -522045924.728176
  nChanged 732
Iteration 562Q (59371.840000 sec): 56 clusters
  Score: Raw -522534660.058147 + Penalty 488646.756571 = -522046013.301577
  nChanged 715
Iteration 563Q (59405.810000 sec): 56 clusters
  Score: Raw -522534751.796940 + Penalty 488646.756571 = -522046105.040369
  nChanged 733
Iteration 564Q (59439.560000 sec): 56 clusters
  Score: Raw -522534846.978423 + Penalty 488646.756571 = -522046200.221852
  nChanged 759
Iteration 565Q (59473.340000 sec): 56 clusters
  Score: Raw -522534944.897133 + Penalty 488646.756571 = -522046298.140563
  nChanged 812
Iteration 566Q (59507.010000 sec): 56 clusters
  Score: Raw -522535040.130243 + Penalty 488646.756571 = -522046393.373672
  nChanged 828
Iteration 567Q (59540.300000 sec): 56 clusters
  Score: Raw -522535138.686544 + Penalty 488646.756571 = -522046491.929973
  nChanged 834
Iteration 568Q (59572.200000 sec): 56 clusters
  Score: Raw -522535246.292480 + Penalty 488646.756571 = -522046599.535910
  nChanged 910
Iteration 569Q (59604.080000 sec): 56 clusters
  Score: Raw -522535370.154398 + Penalty 488646.756571 = -522046723.397828
  nChanged 986
Iteration 570Q (59636.330000 sec): 56 clusters
  Score: Raw -522535511.967267 + Penalty 488646.756571 = -522046865.210696
  nChanged 1018
Iteration 571Q (59668.510000 sec): 56 clusters
  Score: Raw -522535674.568287 + Penalty 488646.756571 = -522047027.811717
  nChanged 1071
Iteration 572Q (59700.540000 sec): 56 clusters
  Score: Raw -522535842.275022 + Penalty 488646.756571 = -522047195.518452
  nChanged 1087
Iteration 573Q (59732.620000 sec): 56 clusters
  Score: Raw -522536019.474260 + Penalty 488646.756571 = -522047372.717689
  nChanged 1147
Iteration 574Q (59764.820000 sec): 56 clusters
  Score: Raw -522536219.819187 + Penalty 488646.756571 = -522047573.062617
  nChanged 1166
Iteration 575Q (59797.240000 sec): 56 clusters
  Score: Raw -522536420.866356 + Penalty 488646.756571 = -522047774.109786
  nChanged 1163
Iteration 576Q (59830.290000 sec): 56 clusters
  Score: Raw -522536591.307695 + Penalty 488646.756571 = -522047944.551124
  nChanged 1117
Iteration 577Q (59863.420000 sec): 56 clusters
  Score: Raw -522536752.276853 + Penalty 488646.756571 = -522048105.520283
  nChanged 1148
Iteration 578Q (59896.780000 sec): 56 clusters
  Score: Raw -522536902.464383 + Penalty 488646.756571 = -522048255.707813
  nChanged 1149
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522536902.464383 + Penalty 488646.756571 = -522048255.707813
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (47259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59897.380000 sec): 2 clusters
  Score: Raw -11979248.725934 + Penalty 6592.581514 = -11972656.144420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59897.720000 sec): 3 clusters
  Score: Raw -11951945.039455 + Penalty 13185.163029 = -11938759.876426
  nChanged 20682
		SP:Iteration 1F (59898.060000 sec): 3 clusters
  Score: Raw -11963339.925816 + Penalty 13185.163029 = -11950154.762787
  nChanged 2773
		SP:Iteration 2F (59898.410000 sec): 3 clusters
  Score: Raw -11964656.036397 + Penalty 13185.163029 = -11951470.873368
  nChanged 2591
		SP:Iteration 3F (59898.750000 sec): 3 clusters
  Score: Raw -11966055.016381 + Penalty 13185.163029 = -11952869.853352
  nChanged 2623
		SP:Iteration 4F (59899.100000 sec): 3 clusters
  Score: Raw -11967693.403648 + Penalty 13185.163029 = -11954508.240619
  nChanged 2721
		SP:Iteration 5F (59899.440000 sec): 3 clusters
  Score: Raw -11969437.098551 + Penalty 13185.163029 = -11956251.935522
  nChanged 2755
		SP:Iteration 6F (59899.780000 sec): 3 clusters
  Score: Raw -11971161.397496 + Penalty 13185.163029 = -11957976.234467
  nChanged 2648
		SP:Iteration 7F (59900.120000 sec): 3 clusters
  Score: Raw -11972892.697599 + Penalty 13185.163029 = -11959707.534570
  nChanged 2528
		SP:Iteration 8F (59900.470000 sec): 3 clusters
  Score: Raw -11974644.842117 + Penalty 13185.163029 = -11961459.679088
  nChanged 2299
		SP:Iteration 9Q (59900.810000 sec): 3 clusters
  Score: Raw -11976301.734358 + Penalty 13185.163029 = -11963116.571329
  nChanged 2097
		SP:Iteration 10Q (59901.150000 sec): 3 clusters
  Score: Raw -11977768.258686 + Penalty 13185.163029 = -11964583.095657
  nChanged 1674
		SP:Iteration 11Q (59901.480000 sec): 3 clusters
  Score: Raw -11978809.501264 + Penalty 13185.163029 = -11965624.338235
  nChanged 1304
		SP:Iteration 12Q (59901.810000 sec): 3 clusters
  Score: Raw -11979567.645758 + Penalty 13185.163029 = -11966382.482729
  nChanged 977
		SP:Iteration 13Q (59902.130000 sec): 3 clusters
  Score: Raw -11980078.671689 + Penalty 13185.163029 = -11966893.508660
  nChanged 781
		SP:Iteration 14Q (59902.440000 sec): 3 clusters
  Score: Raw -11980451.799823 + Penalty 13185.163029 = -11967266.636794
  nChanged 689
		SP:Iteration 15Q (59902.750000 sec): 3 clusters
  Score: Raw -11980750.556744 + Penalty 13185.163029 = -11967565.393715
  nChanged 540
		SP:Iteration 16Q (59903.060000 sec): 3 clusters
  Score: Raw -11980964.864654 + Penalty 13185.163029 = -11967779.701625
  nChanged 469
		SP:Iteration 17Q (59903.360000 sec): 3 clusters
  Score: Raw -11981148.140068 + Penalty 13185.163029 = -11967962.977039
  nChanged 401
		SP:Iteration 18Q (59903.660000 sec): 3 clusters
  Score: Raw -11981302.345439 + Penalty 13185.163029 = -11968117.182410
  nChanged 347
		SP:Iteration 19Q (59903.960000 sec): 3 clusters
  Score: Raw -11981427.764699 + Penalty 13185.163029 = -11968242.601671
  nChanged 332
		SP:Iteration 20F (59904.300000 sec): 3 clusters
  Score: Raw -11981546.105611 + Penalty 13185.163029 = -11968360.942582
  nChanged 321
		SP:Iteration 21Q (59904.590000 sec): 3 clusters
  Score: Raw -11981661.801162 + Penalty 13185.163029 = -11968476.638133
  nChanged 265
		SP:Iteration 22Q (59904.880000 sec): 3 clusters
  Score: Raw -11981766.131402 + Penalty 13185.163029 = -11968580.968373
  nChanged 270
		SP:Iteration 23Q (59905.170000 sec): 3 clusters
  Score: Raw -11981874.434020 + Penalty 13185.163029 = -11968689.270991
  nChanged 255
		SP:Iteration 24Q (59905.460000 sec): 3 clusters
  Score: Raw -11981996.178736 + Penalty 13185.163029 = -11968811.015707
  nChanged 238
		SP:Iteration 25Q (59905.740000 sec): 3 clusters
  Score: Raw -11982112.594295 + Penalty 13185.163029 = -11968927.431266
  nChanged 220
		SP:Iteration 26Q (59906.020000 sec): 3 clusters
  Score: Raw -11982230.586711 + Penalty 13185.163029 = -11969045.423682
  nChanged 197
		SP:Iteration 27Q (59906.300000 sec): 3 clusters
  Score: Raw -11982349.272617 + Penalty 13185.163029 = -11969164.109588
  nChanged 191
		SP:Iteration 28Q (59906.570000 sec): 3 clusters
  Score: Raw -11982461.989914 + Penalty 13185.163029 = -11969276.826885
  nChanged 175
		SP:Iteration 29Q (59906.840000 sec): 3 clusters
  Score: Raw -11982571.313112 + Penalty 13185.163029 = -11969386.150083
  nChanged 175
		SP:Iteration 30Q (59907.110000 sec): 3 clusters
  Score: Raw -11982668.526869 + Penalty 13185.163029 = -11969483.363840
  nChanged 146
		SP:Iteration 31Q (59907.380000 sec): 3 clusters
  Score: Raw -11982727.708905 + Penalty 13185.163029 = -11969542.545876
  nChanged 110
		SP:Iteration 32Q (59907.640000 sec): 3 clusters
  Score: Raw -11982765.156156 + Penalty 13185.163029 = -11969579.993127
  nChanged 78
		SP:Iteration 33Q (59907.910000 sec): 3 clusters
  Score: Raw -11982787.002006 + Penalty 13185.163029 = -11969601.838977
  nChanged 52
		SP:Iteration 34Q (59908.170000 sec): 3 clusters
  Score: Raw -11982802.709529 + Penalty 13185.163029 = -11969617.546500
  nChanged 36
		SP:Iteration 35Q (59908.430000 sec): 3 clusters
  Score: Raw -11982812.298588 + Penalty 13185.163029 = -11969627.135560
  nChanged 25
		SP:Iteration 36Q (59908.690000 sec): 3 clusters
  Score: Raw -11982816.968961 + Penalty 13185.163029 = -11969631.805932
  nChanged 16
		SP:Iteration 37Q (59908.950000 sec): 3 clusters
  Score: Raw -11982821.442378 + Penalty 13185.163029 = -11969636.279349
  nChanged 22
		SP:Iteration 38Q (59909.220000 sec): 3 clusters
  Score: Raw -11982825.033737 + Penalty 13185.163029 = -11969639.870708
  nChanged 10
		SP:Iteration 39Q (59909.480000 sec): 3 clusters
  Score: Raw -11982826.851294 + Penalty 13185.163029 = -11969641.688265
  nChanged 9
		SP:Iteration 40F (59909.820000 sec): 3 clusters
  Score: Raw -11982829.206424 + Penalty 13185.163029 = -11969644.043395
  nChanged 12
		SP:Iteration 41Q (59910.080000 sec): 3 clusters
  Score: Raw -11982835.213246 + Penalty 13185.163029 = -11969650.050217
  nChanged 12
		SP:Iteration 42Q (59910.340000 sec): 3 clusters
  Score: Raw -11982837.452247 + Penalty 13185.163029 = -11969652.289218
  nChanged 11
		SP:Iteration 43Q (59910.600000 sec): 3 clusters
  Score: Raw -11982839.493948 + Penalty 13185.163029 = -11969654.330919
  nChanged 8
		SP:Iteration 44Q (59910.870000 sec): 3 clusters
  Score: Raw -11982841.205462 + Penalty 13185.163029 = -11969656.042433
  nChanged 8
		SP:Iteration 45Q (59911.130000 sec): 3 clusters
  Score: Raw -11982842.621080 + Penalty 13185.163029 = -11969657.458051
  nChanged 7
		SP:Iteration 46Q (59911.390000 sec): 3 clusters
  Score: Raw -11982843.900808 + Penalty 13185.163029 = -11969658.737779
  nChanged 6
		SP:Iteration 47Q (59911.650000 sec): 3 clusters
  Score: Raw -11982845.060216 + Penalty 13185.163029 = -11969659.897187
  nChanged 4
		SP:Iteration 48Q (59911.920000 sec): 3 clusters
  Score: Raw -11982845.658415 + Penalty 13185.163029 = -11969660.495386
  nChanged 3
		SP:Iteration 49Q (59912.180000 sec): 3 clusters
  Score: Raw -11982846.103088 + Penalty 13185.163029 = -11969660.940059
  nChanged 4
		SP:Iteration 50Q (59912.440000 sec): 3 clusters
  Score: Raw -11982847.178452 + Penalty 13185.163029 = -11969662.015423
  nChanged 3
		SP:Iteration 51Q (59912.700000 sec): 3 clusters
  Score: Raw -11982847.862788 + Penalty 13185.163029 = -11969662.699759
  nChanged 1
		SP:Iteration 52Q (59912.970000 sec): 3 clusters
  Score: Raw -11982848.036854 + Penalty 13185.163029 = -11969662.873825
  nChanged 2
		SP:Iteration 53Q (59913.230000 sec): 3 clusters
  Score: Raw -11982848.297119 + Penalty 13185.163029 = -11969663.134090
  nChanged 0
		SP:Iteration 54F (59913.570000 sec): 3 clusters
  Score: Raw -11982848.297119 + Penalty 13185.163029 = -11969663.134090
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (38323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59913.810000 sec): 2 clusters
  Score: Raw -10217209.058589 + Penalty 6464.205879 = -10210744.852710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59914.100000 sec): 3 clusters
  Score: Raw -10195668.751700 + Penalty 12928.411758 = -10182740.339942
  nChanged 16382
		SP:Iteration 1F (59914.370000 sec): 3 clusters
  Score: Raw -10204375.681640 + Penalty 12928.411758 = -10191447.269881
  nChanged 2168
		SP:Iteration 2F (59914.650000 sec): 3 clusters
  Score: Raw -10205244.603798 + Penalty 12928.411758 = -10192316.192039
  nChanged 1870
		SP:Iteration 3Q (59914.940000 sec): 3 clusters
  Score: Raw -10205993.958115 + Penalty 12928.411758 = -10193065.546357
  nChanged 1617
		SP:Iteration 4Q (59915.220000 sec): 3 clusters
  Score: Raw -10206683.048514 + Penalty 12928.411758 = -10193754.636756
  nChanged 1570
		SP:Iteration 5Q (59915.500000 sec): 3 clusters
  Score: Raw -10207482.381607 + Penalty 12928.411758 = -10194553.969848
  nChanged 1650
		SP:Iteration 6Q (59915.790000 sec): 3 clusters
  Score: Raw -10208482.685515 + Penalty 12928.411758 = -10195554.273757
  nChanged 1896
		SP:Iteration 7Q (59916.070000 sec): 3 clusters
  Score: Raw -10209805.534530 + Penalty 12928.411758 = -10196877.122771
  nChanged 2184
		SP:Iteration 8F (59916.350000 sec): 3 clusters
  Score: Raw -10211577.760111 + Penalty 12928.411758 = -10198649.348353
  nChanged 2582
		SP:Iteration 9F (59916.630000 sec): 3 clusters
  Score: Raw -10213620.235984 + Penalty 12928.411758 = -10200691.824226
  nChanged 2475
		SP:Iteration 10F (59916.910000 sec): 3 clusters
  Score: Raw -10215390.462679 + Penalty 12928.411758 = -10202462.050921
  nChanged 2065
		SP:Iteration 11F (59917.190000 sec): 3 clusters
  Score: Raw -10216723.138271 + Penalty 12928.411758 = -10203794.726512
  nChanged 1631
		SP:Iteration 12Q (59917.460000 sec): 3 clusters
  Score: Raw -10217657.468924 + Penalty 12928.411758 = -10204729.057165
  nChanged 1264
		SP:Iteration 13Q (59917.730000 sec): 3 clusters
  Score: Raw -10218342.714356 + Penalty 12928.411758 = -10205414.302598
  nChanged 958
		SP:Iteration 14Q (59918.010000 sec): 3 clusters
  Score: Raw -10218855.586659 + Penalty 12928.411758 = -10205927.174901
  nChanged 806
		SP:Iteration 15Q (59918.270000 sec): 3 clusters
  Score: Raw -10219312.061884 + Penalty 12928.411758 = -10206383.650126
  nChanged 637
		SP:Iteration 16Q (59918.540000 sec): 3 clusters
  Score: Raw -10219649.618690 + Penalty 12928.411758 = -10206721.206931
  nChanged 535
		SP:Iteration 17Q (59918.820000 sec): 3 clusters
  Score: Raw -10219936.339317 + Penalty 12928.411758 = -10207007.927558
  nChanged 426
		SP:Iteration 18Q (59919.080000 sec): 3 clusters
  Score: Raw -10220176.754659 + Penalty 12928.411758 = -10207248.342900
  nChanged 358
		SP:Iteration 19Q (59919.340000 sec): 3 clusters
  Score: Raw -10220393.381032 + Penalty 12928.411758 = -10207464.969273
  nChanged 282
		SP:Iteration 20F (59919.620000 sec): 3 clusters
  Score: Raw -10220568.436109 + Penalty 12928.411758 = -10207640.024350
  nChanged 269
		SP:Iteration 21Q (59919.870000 sec): 3 clusters
  Score: Raw -10220729.236609 + Penalty 12928.411758 = -10207800.824851
  nChanged 216
		SP:Iteration 22Q (59920.110000 sec): 3 clusters
  Score: Raw -10220839.023394 + Penalty 12928.411758 = -10207910.611635
  nChanged 175
		SP:Iteration 23Q (59920.360000 sec): 3 clusters
  Score: Raw -10220924.250275 + Penalty 12928.411758 = -10207995.838516
  nChanged 140
		SP:Iteration 24Q (59920.590000 sec): 3 clusters
  Score: Raw -10220998.277239 + Penalty 12928.411758 = -10208069.865480
  nChanged 124
		SP:Iteration 25Q (59920.830000 sec): 3 clusters
  Score: Raw -10221053.712552 + Penalty 12928.411758 = -10208125.300793
  nChanged 89
		SP:Iteration 26Q (59921.060000 sec): 3 clusters
  Score: Raw -10221086.379169 + Penalty 12928.411758 = -10208157.967410
  nChanged 73
		SP:Iteration 27Q (59921.290000 sec): 3 clusters
  Score: Raw -10221109.015575 + Penalty 12928.411758 = -10208180.603816
  nChanged 58
		SP:Iteration 28Q (59921.510000 sec): 3 clusters
  Score: Raw -10221127.409493 + Penalty 12928.411758 = -10208198.997735
  nChanged 42
		SP:Iteration 29Q (59921.740000 sec): 3 clusters
  Score: Raw -10221140.056242 + Penalty 12928.411758 = -10208211.644483
  nChanged 43
		SP:Iteration 30Q (59921.960000 sec): 3 clusters
  Score: Raw -10221153.652739 + Penalty 12928.411758 = -10208225.240980
  nChanged 36
		SP:Iteration 31Q (59922.190000 sec): 3 clusters
  Score: Raw -10221164.706683 + Penalty 12928.411758 = -10208236.294925
  nChanged 30
		SP:Iteration 32Q (59922.410000 sec): 3 clusters
  Score: Raw -10221171.394515 + Penalty 12928.411758 = -10208242.982756
  nChanged 16
		SP:Iteration 33Q (59922.640000 sec): 3 clusters
  Score: Raw -10221174.791413 + Penalty 12928.411758 = -10208246.379654
  nChanged 10
		SP:Iteration 34Q (59922.860000 sec): 3 clusters
  Score: Raw -10221176.992696 + Penalty 12928.411758 = -10208248.580938
  nChanged 7
		SP:Iteration 35Q (59923.080000 sec): 3 clusters
  Score: Raw -10221178.459826 + Penalty 12928.411758 = -10208250.048068
  nChanged 14
		SP:Iteration 36Q (59923.300000 sec): 3 clusters
  Score: Raw -10221181.795846 + Penalty 12928.411758 = -10208253.384087
  nChanged 15
		SP:Iteration 37Q (59923.530000 sec): 3 clusters
  Score: Raw -10221185.771902 + Penalty 12928.411758 = -10208257.360144
  nChanged 11
		SP:Iteration 38Q (59923.750000 sec): 3 clusters
  Score: Raw -10221187.433672 + Penalty 12928.411758 = -10208259.021913
  nChanged 7
		SP:Iteration 39Q (59923.970000 sec): 3 clusters
  Score: Raw -10221188.736631 + Penalty 12928.411758 = -10208260.324872
  nChanged 5
		SP:Iteration 40F (59924.260000 sec): 3 clusters
  Score: Raw -10221189.739205 + Penalty 12928.411758 = -10208261.327446
  nChanged 6
		SP:Iteration 41Q (59924.490000 sec): 3 clusters
  Score: Raw -10221190.979193 + Penalty 12928.411758 = -10208262.567435
  nChanged 5
		SP:Iteration 42Q (59924.720000 sec): 3 clusters
  Score: Raw -10221191.933711 + Penalty 12928.411758 = -10208263.521953
  nChanged 6
		SP:Iteration 43Q (59924.950000 sec): 3 clusters
  Score: Raw -10221193.337329 + Penalty 12928.411758 = -10208264.925571
  nChanged 6
		SP:Iteration 44Q (59925.180000 sec): 3 clusters
  Score: Raw -10221194.504413 + Penalty 12928.411758 = -10208266.092654
  nChanged 7
		SP:Iteration 45Q (59925.410000 sec): 3 clusters
  Score: Raw -10221196.274370 + Penalty 12928.411758 = -10208267.862612
  nChanged 7
		SP:Iteration 46Q (59925.640000 sec): 3 clusters
  Score: Raw -10221197.894985 + Penalty 12928.411758 = -10208269.483227
  nChanged 4
		SP:Iteration 47Q (59925.870000 sec): 3 clusters
  Score: Raw -10221198.449500 + Penalty 12928.411758 = -10208270.037741
  nChanged 2
		SP:Iteration 48Q (59926.100000 sec): 3 clusters
  Score: Raw -10221199.021079 + Penalty 12928.411758 = -10208270.609321
  nChanged 0
		SP:Iteration 49F (59926.380000 sec): 3 clusters
  Score: Raw -10221199.021079 + Penalty 12928.411758 = -10208270.609321
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (127699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59927.200000 sec): 2 clusters
  Score: Raw -34177451.317131 + Penalty 7201.426617 = -34170249.890514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59928.140000 sec): 3 clusters
  Score: Raw -34098353.394814 + Penalty 14402.853234 = -34083950.541580
  nChanged 58934
		SP:Iteration 1F (59929.060000 sec): 3 clusters
  Score: Raw -34130978.157673 + Penalty 14402.853234 = -34116575.304439
  nChanged 4857
		SP:Iteration 2Q (59930.020000 sec): 3 clusters
  Score: Raw -34132246.421104 + Penalty 14402.853234 = -34117843.567870
  nChanged 4674
		SP:Iteration 3Q (59930.960000 sec): 3 clusters
  Score: Raw -34133623.930242 + Penalty 14402.853234 = -34119221.077008
  nChanged 4855
		SP:Iteration 4Q (59931.900000 sec): 3 clusters
  Score: Raw -34135309.854253 + Penalty 14402.853234 = -34120907.001020
  nChanged 5690
		SP:Iteration 5Q (59932.840000 sec): 3 clusters
  Score: Raw -34137793.051021 + Penalty 14402.853234 = -34123390.197787
  nChanged 7227
		SP:Iteration 6F (59933.770000 sec): 3 clusters
  Score: Raw -34141923.896912 + Penalty 14402.853234 = -34127521.043679
  nChanged 9299
		SP:Iteration 7F (59934.700000 sec): 3 clusters
  Score: Raw -34148737.037768 + Penalty 14402.853234 = -34134334.184534
  nChanged 10786
		SP:Iteration 8F (59935.630000 sec): 3 clusters
  Score: Raw -34158348.260652 + Penalty 14402.853234 = -34143945.407418
  nChanged 9988
		SP:Iteration 9F (59936.580000 sec): 3 clusters
  Score: Raw -34168174.787664 + Penalty 14402.853234 = -34153771.934430
  nChanged 6174
		SP:Iteration 10Q (59937.510000 sec): 3 clusters
  Score: Raw -34174265.518117 + Penalty 14402.853234 = -34159862.664883
  nChanged 2594
		SP:Iteration 11Q (59938.350000 sec): 3 clusters
  Score: Raw -34176729.372333 + Penalty 14402.853234 = -34162326.519099
  nChanged 820
		SP:Iteration 12Q (59939.110000 sec): 3 clusters
  Score: Raw -34177528.808492 + Penalty 14402.853234 = -34163125.955258
  nChanged 270
		SP:Iteration 13Q (59939.820000 sec): 3 clusters
  Score: Raw -34177843.715474 + Penalty 14402.853234 = -34163440.862241
  nChanged 122
		SP:Iteration 14Q (59940.480000 sec): 3 clusters
  Score: Raw -34177999.459252 + Penalty 14402.853234 = -34163596.606018
  nChanged 68
		SP:Iteration 15Q (59941.150000 sec): 3 clusters
  Score: Raw -34178089.601493 + Penalty 14402.853234 = -34163686.748259
  nChanged 46
		SP:Iteration 16Q (59941.800000 sec): 3 clusters
  Score: Raw -34178149.499616 + Penalty 14402.853234 = -34163746.646383
  nChanged 36
		SP:Iteration 17Q (59942.440000 sec): 3 clusters
  Score: Raw -34178199.150740 + Penalty 14402.853234 = -34163796.297506
  nChanged 18
		SP:Iteration 18Q (59943.070000 sec): 3 clusters
  Score: Raw -34178222.848933 + Penalty 14402.853234 = -34163819.995700
  nChanged 9
		SP:Iteration 19Q (59943.700000 sec): 3 clusters
  Score: Raw -34178234.959596 + Penalty 14402.853234 = -34163832.106362
  nChanged 8
		SP:Iteration 20F (59944.630000 sec): 3 clusters
  Score: Raw -34178245.407681 + Penalty 14402.853234 = -34163842.554447
  nChanged 9
		SP:Iteration 21Q (59945.260000 sec): 3 clusters
  Score: Raw -34178261.035515 + Penalty 14402.853234 = -34163858.182282
  nChanged 8
		SP:Iteration 22Q (59945.900000 sec): 3 clusters
  Score: Raw -34178272.553810 + Penalty 14402.853234 = -34163869.700576
  nChanged 6
		SP:Iteration 23Q (59946.540000 sec): 3 clusters
  Score: Raw -34178283.259217 + Penalty 14402.853234 = -34163880.405983
  nChanged 6
		SP:Iteration 24Q (59947.170000 sec): 3 clusters
  Score: Raw -34178290.921177 + Penalty 14402.853234 = -34163888.067943
  nChanged 1
		SP:Iteration 25Q (59947.810000 sec): 3 clusters
  Score: Raw -34178291.626605 + Penalty 14402.853234 = -34163888.773371
  nChanged 0
		SP:Iteration 26F (59948.730000 sec): 3 clusters
  Score: Raw -34178291.626605 + Penalty 14402.853234 = -34163888.773371
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59948.820000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59948.820000 sec): 3 clusters
  Score: Raw -45452.891780 + Penalty 6508.677324 = -38944.214456
  nChanged 6
		SP:Iteration 1Q (59948.820000 sec): 3 clusters
  Score: Raw -45531.993538 + Penalty 6508.677324 = -39023.316214
  nChanged 1
		SP:Iteration 2Q (59948.820000 sec): 3 clusters
  Score: Raw -45540.629915 + Penalty 6508.677324 = -39031.952590
  nChanged 0
		SP:Iteration 3F (59948.830000 sec): 3 clusters
  Score: Raw -45540.629915 + Penalty 6508.677324 = -39031.952590
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59948.830000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59948.840000 sec): 3 clusters
  Score: Raw -136459.545040 + Penalty 7674.993986 = -128784.551055
  nChanged 34
		SP:Iteration 1F (59948.840000 sec): 3 clusters
  Score: Raw -136608.622934 + Penalty 7674.993986 = -128933.628949
  nChanged 11
		SP:Iteration 2Q (59948.850000 sec): 3 clusters
  Score: Raw -136654.450491 + Penalty 7674.993986 = -128979.456505
  nChanged 4
		SP:Iteration 3Q (59948.850000 sec): 3 clusters
  Score: Raw -136685.366747 + Penalty 7674.993986 = -129010.372762
  nChanged 3
		SP:Iteration 4Q (59948.850000 sec): 3 clusters
  Score: Raw -136697.399931 + Penalty 7674.993986 = -129022.405946
  nChanged 2
		SP:Iteration 5Q (59948.860000 sec): 3 clusters
  Score: Raw -136713.168401 + Penalty 7674.993986 = -129038.174415
  nChanged 0
		SP:Iteration 6F (59948.860000 sec): 3 clusters
  Score: Raw -136713.168401 + Penalty 7674.993986 = -129038.174415
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (104701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59949.560000 sec): 2 clusters
  Score: Raw -27965038.721309 + Penalty 7079.804168 = -27957958.917141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59950.330000 sec): 3 clusters
  Score: Raw -27900623.612397 + Penalty 14159.608336 = -27886464.004060
  nChanged 48016
		SP:Iteration 1F (59951.100000 sec): 3 clusters
  Score: Raw -27927674.626323 + Penalty 14159.608336 = -27913515.017987
  nChanged 4763
		SP:Iteration 2Q (59951.870000 sec): 3 clusters
  Score: Raw -27929563.590470 + Penalty 14159.608336 = -27915403.982134
  nChanged 4853
		SP:Iteration 3Q (59952.650000 sec): 3 clusters
  Score: Raw -27931857.387045 + Penalty 14159.608336 = -27917697.778708
  nChanged 5295
		SP:Iteration 4F (59953.420000 sec): 3 clusters
  Score: Raw -27934572.132357 + Penalty 14159.608336 = -27920412.524020
  nChanged 5957
		SP:Iteration 5F (59954.220000 sec): 3 clusters
  Score: Raw -27937659.337329 + Penalty 14159.608336 = -27923499.728993
  nChanged 6545
		SP:Iteration 6F (59955.020000 sec): 3 clusters
  Score: Raw -27941381.749859 + Penalty 14159.608336 = -27927222.141523
  nChanged 6936
		SP:Iteration 7F (59955.810000 sec): 3 clusters
  Score: Raw -27945890.737687 + Penalty 14159.608336 = -27931731.129351
  nChanged 7009
		SP:Iteration 8F (59956.610000 sec): 3 clusters
  Score: Raw -27951088.344208 + Penalty 14159.608336 = -27936928.735871
  nChanged 6345
		SP:Iteration 9F (59957.410000 sec): 3 clusters
  Score: Raw -27956363.727635 + Penalty 14159.608336 = -27942204.119299
  nChanged 4991
		SP:Iteration 10Q (59958.200000 sec): 3 clusters
  Score: Raw -27961392.153904 + Penalty 14159.608336 = -27947232.545567
  nChanged 3552
		SP:Iteration 11Q (59958.980000 sec): 3 clusters
  Score: Raw -27965243.201160 + Penalty 14159.608336 = -27951083.592823
  nChanged 2403
		SP:Iteration 12Q (59959.710000 sec): 3 clusters
  Score: Raw -27967360.367550 + Penalty 14159.608336 = -27953200.759214
  nChanged 1665
		SP:Iteration 13Q (59960.390000 sec): 3 clusters
  Score: Raw -27968631.842353 + Penalty 14159.608336 = -27954472.234017
  nChanged 1200
		SP:Iteration 14Q (59961.030000 sec): 3 clusters
  Score: Raw -27969401.665416 + Penalty 14159.608336 = -27955242.057080
  nChanged 878
		SP:Iteration 15Q (59961.660000 sec): 3 clusters
  Score: Raw -27969869.908203 + Penalty 14159.608336 = -27955710.299866
  nChanged 664
		SP:Iteration 16Q (59962.270000 sec): 3 clusters
  Score: Raw -27970162.374335 + Penalty 14159.608336 = -27956002.765999
  nChanged 468
		SP:Iteration 17Q (59962.860000 sec): 3 clusters
  Score: Raw -27970331.657585 + Penalty 14159.608336 = -27956172.049249
  nChanged 343
		SP:Iteration 18Q (59963.450000 sec): 3 clusters
  Score: Raw -27970440.957815 + Penalty 14159.608336 = -27956281.349479
  nChanged 277
		SP:Iteration 19Q (59964.020000 sec): 3 clusters
  Score: Raw -27970521.419364 + Penalty 14159.608336 = -27956361.811027
  nChanged 204
		SP:Iteration 20F (59964.780000 sec): 3 clusters
  Score: Raw -27970570.638910 + Penalty 14159.608336 = -27956411.030574
  nChanged 166
		SP:Iteration 21Q (59965.350000 sec): 3 clusters
  Score: Raw -27970604.737082 + Penalty 14159.608336 = -27956445.128746
  nChanged 99
		SP:Iteration 22Q (59965.910000 sec): 3 clusters
  Score: Raw -27970621.332098 + Penalty 14159.608336 = -27956461.723762
  nChanged 83
		SP:Iteration 23Q (59966.490000 sec): 3 clusters
  Score: Raw -27970634.829337 + Penalty 14159.608336 = -27956475.221001
  nChanged 63
		SP:Iteration 24Q (59967.070000 sec): 3 clusters
  Score: Raw -27970643.942013 + Penalty 14159.608336 = -27956484.333677
  nChanged 47
		SP:Iteration 25Q (59967.630000 sec): 3 clusters
  Score: Raw -27970649.610816 + Penalty 14159.608336 = -27956490.002480
  nChanged 27
		SP:Iteration 26Q (59968.190000 sec): 3 clusters
  Score: Raw -27970652.888652 + Penalty 14159.608336 = -27956493.280316
  nChanged 30
		SP:Iteration 27Q (59968.750000 sec): 3 clusters
  Score: Raw -27970656.873344 + Penalty 14159.608336 = -27956497.265008
  nChanged 28
		SP:Iteration 28Q (59969.310000 sec): 3 clusters
  Score: Raw -27970660.029555 + Penalty 14159.608336 = -27956500.421218
  nChanged 27
		SP:Iteration 29Q (59969.870000 sec): 3 clusters
  Score: Raw -27970663.326980 + Penalty 14159.608336 = -27956503.718644
  nChanged 26
		SP:Iteration 30Q (59970.430000 sec): 3 clusters
  Score: Raw -27970666.171232 + Penalty 14159.608336 = -27956506.562896
  nChanged 22
		SP:Iteration 31Q (59970.990000 sec): 3 clusters
  Score: Raw -27970668.771844 + Penalty 14159.608336 = -27956509.163508
  nChanged 18
		SP:Iteration 32Q (59971.550000 sec): 3 clusters
  Score: Raw -27970671.334048 + Penalty 14159.608336 = -27956511.725712
  nChanged 15
		SP:Iteration 33Q (59972.110000 sec): 3 clusters
  Score: Raw -27970673.162428 + Penalty 14159.608336 = -27956513.554092
  nChanged 14
		SP:Iteration 34Q (59972.670000 sec): 3 clusters
  Score: Raw -27970675.219215 + Penalty 14159.608336 = -27956515.610878
  nChanged 12
		SP:Iteration 35Q (59973.220000 sec): 3 clusters
  Score: Raw -27970676.501257 + Penalty 14159.608336 = -27956516.892921
  nChanged 12
		SP:Iteration 36Q (59973.780000 sec): 3 clusters
  Score: Raw -27970677.866369 + Penalty 14159.608336 = -27956518.258033
  nChanged 7
		SP:Iteration 37Q (59974.350000 sec): 3 clusters
  Score: Raw -27970678.472952 + Penalty 14159.608336 = -27956518.864616
  nChanged 5
		SP:Iteration 38Q (59974.910000 sec): 3 clusters
  Score: Raw -27970679.039050 + Penalty 14159.608336 = -27956519.430714
  nChanged 4
		SP:Iteration 39Q (59975.460000 sec): 3 clusters
  Score: Raw -27970679.401278 + Penalty 14159.608336 = -27956519.792942
  nChanged 3
		SP:Iteration 40F (59976.220000 sec): 3 clusters
  Score: Raw -27970679.753303 + Penalty 14159.608336 = -27956520.144967
  nChanged 6
		SP:Iteration 41Q (59976.780000 sec): 3 clusters
  Score: Raw -27970680.548171 + Penalty 14159.608336 = -27956520.939835
  nChanged 2
		SP:Iteration 42Q (59977.350000 sec): 3 clusters
  Score: Raw -27970680.811436 + Penalty 14159.608336 = -27956521.203100
  nChanged 2
		SP:Iteration 43Q (59977.920000 sec): 3 clusters
  Score: Raw -27970680.980257 + Penalty 14159.608336 = -27956521.371921
  nChanged 3
		SP:Iteration 44Q (59978.470000 sec): 3 clusters
  Score: Raw -27970681.277055 + Penalty 14159.608336 = -27956521.668719
  nChanged 3
		SP:Iteration 45Q (59979.040000 sec): 3 clusters
  Score: Raw -27970681.553855 + Penalty 14159.608336 = -27956521.945519
  nChanged 0
		SP:Iteration 46F (59979.800000 sec): 3 clusters
  Score: Raw -27970681.553855 + Penalty 14159.608336 = -27956521.945519
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (16943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59979.970000 sec): 2 clusters
  Score: Raw -4491807.074258 + Penalty 5964.286154 = -4485842.788103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59980.090000 sec): 3 clusters
  Score: Raw -4483232.395351 + Penalty 11928.572309 = -4471303.823042
  nChanged 6801
		SP:Iteration 1F (59980.220000 sec): 3 clusters
  Score: Raw -4487089.409847 + Penalty 11928.572309 = -4475160.837538
  nChanged 1227
		SP:Iteration 2F (59980.340000 sec): 3 clusters
  Score: Raw -4487831.852617 + Penalty 11928.572309 = -4475903.280308
  nChanged 905
		SP:Iteration 3F (59980.460000 sec): 3 clusters
  Score: Raw -4488432.120244 + Penalty 11928.572309 = -4476503.547935
  nChanged 778
		SP:Iteration 4Q (59980.590000 sec): 3 clusters
  Score: Raw -4488956.533291 + Penalty 11928.572309 = -4477027.960982
  nChanged 769
		SP:Iteration 5Q (59980.710000 sec): 3 clusters
  Score: Raw -4489492.286540 + Penalty 11928.572309 = -4477563.714231
  nChanged 718
		SP:Iteration 6Q (59980.840000 sec): 3 clusters
  Score: Raw -4489991.508541 + Penalty 11928.572309 = -4478062.936232
  nChanged 719
		SP:Iteration 7Q (59980.960000 sec): 3 clusters
  Score: Raw -4490437.761109 + Penalty 11928.572309 = -4478509.188800
  nChanged 672
		SP:Iteration 8Q (59981.080000 sec): 3 clusters
  Score: Raw -4490829.768633 + Penalty 11928.572309 = -4478901.196324
  nChanged 641
		SP:Iteration 9Q (59981.210000 sec): 3 clusters
  Score: Raw -4491180.797777 + Penalty 11928.572309 = -4479252.225468
  nChanged 603
		SP:Iteration 10Q (59981.330000 sec): 3 clusters
  Score: Raw -4491531.289292 + Penalty 11928.572309 = -4479602.716983
  nChanged 567
		SP:Iteration 11Q (59981.450000 sec): 3 clusters
  Score: Raw -4491831.931471 + Penalty 11928.572309 = -4479903.359162
  nChanged 494
		SP:Iteration 12Q (59981.570000 sec): 3 clusters
  Score: Raw -4492063.756059 + Penalty 11928.572309 = -4480135.183750
  nChanged 404
		SP:Iteration 13Q (59981.690000 sec): 3 clusters
  Score: Raw -4492248.551394 + Penalty 11928.572309 = -4480319.979085
  nChanged 360
		SP:Iteration 14Q (59981.810000 sec): 3 clusters
  Score: Raw -4492412.123895 + Penalty 11928.572309 = -4480483.551586
  nChanged 309
		SP:Iteration 15Q (59981.930000 sec): 3 clusters
  Score: Raw -4492544.457959 + Penalty 11928.572309 = -4480615.885650
  nChanged 304
		SP:Iteration 16Q (59982.050000 sec): 3 clusters
  Score: Raw -4492665.527631 + Penalty 11928.572309 = -4480736.955322
  nChanged 263
		SP:Iteration 17Q (59982.170000 sec): 3 clusters
  Score: Raw -4492772.027361 + Penalty 11928.572309 = -4480843.455052
  nChanged 272
		SP:Iteration 18Q (59982.290000 sec): 3 clusters
  Score: Raw -4492890.993286 + Penalty 11928.572309 = -4480962.420977
  nChanged 263
		SP:Iteration 19Q (59982.410000 sec): 3 clusters
  Score: Raw -4492999.197712 + Penalty 11928.572309 = -4481070.625403
  nChanged 266
		SP:Iteration 20F (59982.530000 sec): 3 clusters
  Score: Raw -4493112.311492 + Penalty 11928.572309 = -4481183.739183
  nChanged 270
		SP:Iteration 21Q (59982.650000 sec): 3 clusters
  Score: Raw -4493225.270435 + Penalty 11928.572309 = -4481296.698126
  nChanged 241
		SP:Iteration 22Q (59982.770000 sec): 3 clusters
  Score: Raw -4493316.808653 + Penalty 11928.572309 = -4481388.236344
  nChanged 212
		SP:Iteration 23Q (59982.890000 sec): 3 clusters
  Score: Raw -4493396.497063 + Penalty 11928.572309 = -4481467.924754
  nChanged 205
		SP:Iteration 24Q (59983.000000 sec): 3 clusters
  Score: Raw -4493469.079167 + Penalty 11928.572309 = -4481540.506858
  nChanged 185
		SP:Iteration 25Q (59983.120000 sec): 3 clusters
  Score: Raw -4493536.556776 + Penalty 11928.572309 = -4481607.984467
  nChanged 176
		SP:Iteration 26Q (59983.240000 sec): 3 clusters
  Score: Raw -4493604.102669 + Penalty 11928.572309 = -4481675.530360
  nChanged 182
		SP:Iteration 27Q (59983.360000 sec): 3 clusters
  Score: Raw -4493671.807335 + Penalty 11928.572309 = -4481743.235026
  nChanged 177
		SP:Iteration 28Q (59983.480000 sec): 3 clusters
  Score: Raw -4493733.973490 + Penalty 11928.572309 = -4481805.401181
  nChanged 157
		SP:Iteration 29Q (59983.590000 sec): 3 clusters
  Score: Raw -4493791.912860 + Penalty 11928.572309 = -4481863.340551
  nChanged 159
		SP:Iteration 30Q (59983.710000 sec): 3 clusters
  Score: Raw -4493844.897421 + Penalty 11928.572309 = -4481916.325112
  nChanged 125
		SP:Iteration 31Q (59983.820000 sec): 3 clusters
  Score: Raw -4493887.513666 + Penalty 11928.572309 = -4481958.941357
  nChanged 114
		SP:Iteration 32Q (59983.940000 sec): 3 clusters
  Score: Raw -4493926.881718 + Penalty 11928.572309 = -4481998.309409
  nChanged 119
		SP:Iteration 33Q (59984.050000 sec): 3 clusters
  Score: Raw -4493968.700671 + Penalty 11928.572309 = -4482040.128362
  nChanged 118
		SP:Iteration 34Q (59984.170000 sec): 3 clusters
  Score: Raw -4494012.093101 + Penalty 11928.572309 = -4482083.520792
  nChanged 112
		SP:Iteration 35Q (59984.280000 sec): 3 clusters
  Score: Raw -4494052.672624 + Penalty 11928.572309 = -4482124.100315
  nChanged 98
		SP:Iteration 36Q (59984.400000 sec): 3 clusters
  Score: Raw -4494089.154697 + Penalty 11928.572309 = -4482160.582388
  nChanged 92
		SP:Iteration 37Q (59984.510000 sec): 3 clusters
  Score: Raw -4494122.068710 + Penalty 11928.572309 = -4482193.496401
  nChanged 70
		SP:Iteration 38Q (59984.620000 sec): 3 clusters
  Score: Raw -4494145.823874 + Penalty 11928.572309 = -4482217.251565
  nChanged 62
		SP:Iteration 39Q (59984.740000 sec): 3 clusters
  Score: Raw -4494163.875504 + Penalty 11928.572309 = -4482235.303195
  nChanged 47
		SP:Iteration 40F (59984.870000 sec): 3 clusters
  Score: Raw -4494177.445973 + Penalty 11928.572309 = -4482248.873664
  nChanged 47
		SP:Iteration 41Q (59984.980000 sec): 3 clusters
  Score: Raw -4494190.907074 + Penalty 11928.572309 = -4482262.334765
  nChanged 38
		SP:Iteration 42Q (59985.100000 sec): 3 clusters
  Score: Raw -4494201.335567 + Penalty 11928.572309 = -4482272.763258
  nChanged 36
		SP:Iteration 43Q (59985.220000 sec): 3 clusters
  Score: Raw -4494214.113871 + Penalty 11928.572309 = -4482285.541562
  nChanged 36
		SP:Iteration 44Q (59985.340000 sec): 3 clusters
  Score: Raw -4494225.109190 + Penalty 11928.572309 = -4482296.536881
  nChanged 31
		SP:Iteration 45Q (59985.460000 sec): 3 clusters
  Score: Raw -4494234.750647 + Penalty 11928.572309 = -4482306.178338
  nChanged 30
		SP:Iteration 46Q (59985.580000 sec): 3 clusters
  Score: Raw -4494243.451710 + Penalty 11928.572309 = -4482314.879401
  nChanged 22
		SP:Iteration 47Q (59985.700000 sec): 3 clusters
  Score: Raw -4494250.459245 + Penalty 11928.572309 = -4482321.886936
  nChanged 15
		SP:Iteration 48Q (59985.810000 sec): 3 clusters
  Score: Raw -4494254.188614 + Penalty 11928.572309 = -4482325.616305
  nChanged 9
		SP:Iteration 49Q (59985.930000 sec): 3 clusters
  Score: Raw -4494256.226742 + Penalty 11928.572309 = -4482327.654433
  nChanged 5
		SP:Iteration 50Q (59986.050000 sec): 3 clusters
  Score: Raw -4494257.227180 + Penalty 11928.572309 = -4482328.654871
  nChanged 5
		SP:Iteration 51Q (59986.160000 sec): 3 clusters
  Score: Raw -4494258.568173 + Penalty 11928.572309 = -4482329.995864
  nChanged 3
		SP:Iteration 52Q (59986.280000 sec): 3 clusters
  Score: Raw -4494259.122572 + Penalty 11928.572309 = -4482330.550263
  nChanged 2
		SP:Iteration 53Q (59986.390000 sec): 3 clusters
  Score: Raw -4494259.631689 + Penalty 11928.572309 = -4482331.059380
  nChanged 2
		SP:Iteration 54Q (59986.500000 sec): 3 clusters
  Score: Raw -4494260.070002 + Penalty 11928.572309 = -4482331.497693
  nChanged 2
		SP:Iteration 55Q (59986.620000 sec): 3 clusters
  Score: Raw -4494260.489042 + Penalty 11928.572309 = -4482331.916733
  nChanged 1
		SP:Iteration 56Q (59986.730000 sec): 3 clusters
  Score: Raw -4494260.591367 + Penalty 11928.572309 = -4482332.019058
  nChanged 1
		SP:Iteration 57Q (59986.840000 sec): 3 clusters
  Score: Raw -4494260.728545 + Penalty 11928.572309 = -4482332.156236
  nChanged 2
		SP:Iteration 58Q (59986.960000 sec): 3 clusters
  Score: Raw -4494261.193888 + Penalty 11928.572309 = -4482332.621579
  nChanged 2
		SP:Iteration 59Q (59987.070000 sec): 3 clusters
  Score: Raw -4494261.734283 + Penalty 11928.572309 = -4482333.161974
  nChanged 6
		SP:Iteration 60F (59987.190000 sec): 3 clusters
  Score: Raw -4494263.455010 + Penalty 11928.572309 = -4482334.882701
  nChanged 4
		SP:Iteration 61Q (59987.310000 sec): 3 clusters
  Score: Raw -4494264.408841 + Penalty 11928.572309 = -4482335.836532
  nChanged 3
		SP:Iteration 62Q (59987.420000 sec): 3 clusters
  Score: Raw -4494265.132006 + Penalty 11928.572309 = -4482336.559697
  nChanged 1
		SP:Iteration 63Q (59987.530000 sec): 3 clusters
  Score: Raw -4494265.273033 + Penalty 11928.572309 = -4482336.700724
  nChanged 1
		SP:Iteration 64Q (59987.650000 sec): 3 clusters
  Score: Raw -4494265.499064 + Penalty 11928.572309 = -4482336.926755
  nChanged 0
		SP:Iteration 65F (59987.770000 sec): 3 clusters
  Score: Raw -4494265.499064 + Penalty 11928.572309 = -4482336.926755
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59987.980000 sec): 2 clusters
  Score: Raw -8556132.848807 + Penalty 6356.532470 = -8549776.316337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59988.210000 sec): 3 clusters
  Score: Raw -8538379.118640 + Penalty 12713.064941 = -8525666.053700
  nChanged 13587
		SP:Iteration 1F (59988.440000 sec): 3 clusters
  Score: Raw -8545561.694323 + Penalty 12713.064941 = -8532848.629382
  nChanged 1923
		SP:Iteration 2F (59988.680000 sec): 3 clusters
  Score: Raw -8546395.130402 + Penalty 12713.064941 = -8533682.065461
  nChanged 1606
		SP:Iteration 3Q (59988.920000 sec): 3 clusters
  Score: Raw -8547050.033295 + Penalty 12713.064941 = -8534336.968354
  nChanged 1327
		SP:Iteration 4Q (59989.150000 sec): 3 clusters
  Score: Raw -8547561.548064 + Penalty 12713.064941 = -8534848.483123
  nChanged 1157
		SP:Iteration 5Q (59989.390000 sec): 3 clusters
  Score: Raw -8548029.088443 + Penalty 12713.064941 = -8535316.023502
  nChanged 1088
		SP:Iteration 6Q (59989.630000 sec): 3 clusters
  Score: Raw -8548500.636371 + Penalty 12713.064941 = -8535787.571430
  nChanged 1116
		SP:Iteration 7Q (59989.860000 sec): 3 clusters
  Score: Raw -8549024.411311 + Penalty 12713.064941 = -8536311.346370
  nChanged 1218
		SP:Iteration 8Q (59990.100000 sec): 3 clusters
  Score: Raw -8549657.068463 + Penalty 12713.064941 = -8536944.003522
  nChanged 1424
		SP:Iteration 9Q (59990.330000 sec): 3 clusters
  Score: Raw -8550533.719025 + Penalty 12713.064941 = -8537820.654084
  nChanged 1606
		SP:Iteration 10Q (59990.570000 sec): 3 clusters
  Score: Raw -8551648.110050 + Penalty 12713.064941 = -8538935.045109
  nChanged 1845
		SP:Iteration 11F (59990.810000 sec): 3 clusters
  Score: Raw -8553008.959702 + Penalty 12713.064941 = -8540295.894762
  nChanged 1846
		SP:Iteration 12F (59991.040000 sec): 3 clusters
  Score: Raw -8554341.925247 + Penalty 12713.064941 = -8541628.860306
  nChanged 1663
		SP:Iteration 13F (59991.270000 sec): 3 clusters
  Score: Raw -8555331.401760 + Penalty 12713.064941 = -8542618.336819
  nChanged 1325
		SP:Iteration 14Q (59991.510000 sec): 3 clusters
  Score: Raw -8555965.136905 + Penalty 12713.064941 = -8543252.071965
  nChanged 981
		SP:Iteration 15Q (59991.740000 sec): 3 clusters
  Score: Raw -8556351.791936 + Penalty 12713.064941 = -8543638.726995
  nChanged 744
		SP:Iteration 16Q (59991.970000 sec): 3 clusters
  Score: Raw -8556582.848178 + Penalty 12713.064941 = -8543869.783237
  nChanged 514
		SP:Iteration 17Q (59992.200000 sec): 3 clusters
  Score: Raw -8556712.759076 + Penalty 12713.064941 = -8543999.694136
  nChanged 370
		SP:Iteration 18Q (59992.430000 sec): 3 clusters
  Score: Raw -8556794.833133 + Penalty 12713.064941 = -8544081.768192
  nChanged 277
		SP:Iteration 19Q (59992.670000 sec): 3 clusters
  Score: Raw -8556847.682995 + Penalty 12713.064941 = -8544134.618054
  nChanged 195
		SP:Iteration 20F (59992.900000 sec): 3 clusters
  Score: Raw -8556880.662303 + Penalty 12713.064941 = -8544167.597362
  nChanged 131
		SP:Iteration 21Q (59993.130000 sec): 3 clusters
  Score: Raw -8556902.088255 + Penalty 12713.064941 = -8544189.023315
  nChanged 114
		SP:Iteration 22Q (59993.360000 sec): 3 clusters
  Score: Raw -8556921.118996 + Penalty 12713.064941 = -8544208.054055
  nChanged 96
		SP:Iteration 23Q (59993.600000 sec): 3 clusters
  Score: Raw -8556934.752028 + Penalty 12713.064941 = -8544221.687088
  nChanged 87
		SP:Iteration 24Q (59993.830000 sec): 3 clusters
  Score: Raw -8556946.527380 + Penalty 12713.064941 = -8544233.462439
  nChanged 73
		SP:Iteration 25Q (59994.060000 sec): 3 clusters
  Score: Raw -8556956.504266 + Penalty 12713.064941 = -8544243.439326
  nChanged 50
		SP:Iteration 26Q (59994.300000 sec): 3 clusters
  Score: Raw -8556962.588344 + Penalty 12713.064941 = -8544249.523403
  nChanged 42
		SP:Iteration 27Q (59994.530000 sec): 3 clusters
  Score: Raw -8556967.144360 + Penalty 12713.064941 = -8544254.079420
  nChanged 25
		SP:Iteration 28Q (59994.760000 sec): 3 clusters
  Score: Raw -8556969.757305 + Penalty 12713.064941 = -8544256.692364
  nChanged 16
		SP:Iteration 29Q (59995.000000 sec): 3 clusters
  Score: Raw -8556971.169094 + Penalty 12713.064941 = -8544258.104153
  nChanged 14
		SP:Iteration 30Q (59995.230000 sec): 3 clusters
  Score: Raw -8556972.546783 + Penalty 12713.064941 = -8544259.481842
  nChanged 13
		SP:Iteration 31Q (59995.460000 sec): 3 clusters
  Score: Raw -8556973.880269 + Penalty 12713.064941 = -8544260.815328
  nChanged 16
		SP:Iteration 32Q (59995.690000 sec): 3 clusters
  Score: Raw -8556975.511446 + Penalty 12713.064941 = -8544262.446505
  nChanged 14
		SP:Iteration 33Q (59995.930000 sec): 3 clusters
  Score: Raw -8556977.021529 + Penalty 12713.064941 = -8544263.956588
  nChanged 13
		SP:Iteration 34Q (59996.160000 sec): 3 clusters
  Score: Raw -8556978.503555 + Penalty 12713.064941 = -8544265.438614
  nChanged 14
		SP:Iteration 35Q (59996.400000 sec): 3 clusters
  Score: Raw -8556980.030774 + Penalty 12713.064941 = -8544266.965833
  nChanged 14
		SP:Iteration 36Q (59996.630000 sec): 3 clusters
  Score: Raw -8556981.772821 + Penalty 12713.064941 = -8544268.707880
  nChanged 14
		SP:Iteration 37Q (59996.860000 sec): 3 clusters
  Score: Raw -8556983.452646 + Penalty 12713.064941 = -8544270.387706
  nChanged 15
		SP:Iteration 38Q (59997.090000 sec): 3 clusters
  Score: Raw -8556985.167977 + Penalty 12713.064941 = -8544272.103036
  nChanged 13
		SP:Iteration 39Q (59997.330000 sec): 3 clusters
  Score: Raw -8556986.793130 + Penalty 12713.064941 = -8544273.728189
  nChanged 17
		SP:Iteration 40F (59997.560000 sec): 3 clusters
  Score: Raw -8556988.387856 + Penalty 12713.064941 = -8544275.322915
  nChanged 12
		SP:Iteration 41Q (59997.790000 sec): 3 clusters
  Score: Raw -8556989.900972 + Penalty 12713.064941 = -8544276.836031
  nChanged 16
		SP:Iteration 42Q (59998.030000 sec): 3 clusters
  Score: Raw -8556992.059280 + Penalty 12713.064941 = -8544278.994339
  nChanged 15
		SP:Iteration 43Q (59998.270000 sec): 3 clusters
  Score: Raw -8556993.814206 + Penalty 12713.064941 = -8544280.749265
  nChanged 16
		SP:Iteration 44Q (59998.500000 sec): 3 clusters
  Score: Raw -8556995.707853 + Penalty 12713.064941 = -8544282.642912
  nChanged 19
		SP:Iteration 45Q (59998.730000 sec): 3 clusters
  Score: Raw -8556998.065681 + Penalty 12713.064941 = -8544285.000740
  nChanged 26
		SP:Iteration 46Q (59998.970000 sec): 3 clusters
  Score: Raw -8557000.840714 + Penalty 12713.064941 = -8544287.775773
  nChanged 19
		SP:Iteration 47Q (59999.200000 sec): 3 clusters
  Score: Raw -8557003.176220 + Penalty 12713.064941 = -8544290.111280
  nChanged 17
		SP:Iteration 48Q (59999.430000 sec): 3 clusters
  Score: Raw -8557004.996135 + Penalty 12713.064941 = -8544291.931194
  nChanged 16
		SP:Iteration 49Q (59999.670000 sec): 3 clusters
  Score: Raw -8557006.532589 + Penalty 12713.064941 = -8544293.467648
  nChanged 8
		SP:Iteration 50Q (59999.900000 sec): 3 clusters
  Score: Raw -8557007.165828 + Penalty 12713.064941 = -8544294.100887
  nChanged 6
		SP:Iteration 51Q (60000.130000 sec): 3 clusters
  Score: Raw -8557007.829646 + Penalty 12713.064941 = -8544294.764705
  nChanged 8
		SP:Iteration 52Q (60000.370000 sec): 3 clusters
  Score: Raw -8557008.620500 + Penalty 12713.064941 = -8544295.555559
  nChanged 8
		SP:Iteration 53Q (60000.600000 sec): 3 clusters
  Score: Raw -8557009.411388 + Penalty 12713.064941 = -8544296.346447
  nChanged 6
		SP:Iteration 54Q (60000.830000 sec): 3 clusters
  Score: Raw -8557010.144810 + Penalty 12713.064941 = -8544297.079869
  nChanged 8
		SP:Iteration 55Q (60001.070000 sec): 3 clusters
  Score: Raw -8557010.994805 + Penalty 12713.064941 = -8544297.929864
  nChanged 5
		SP:Iteration 56Q (60001.300000 sec): 3 clusters
  Score: Raw -8557011.654863 + Penalty 12713.064941 = -8544298.589923
  nChanged 8
		SP:Iteration 57Q (60001.540000 sec): 3 clusters
  Score: Raw -8557012.481363 + Penalty 12713.064941 = -8544299.416422
  nChanged 6
		SP:Iteration 58Q (60001.770000 sec): 3 clusters
  Score: Raw -8557013.167235 + Penalty 12713.064941 = -8544300.102294
  nChanged 9
		SP:Iteration 59Q (60002.010000 sec): 3 clusters
  Score: Raw -8557014.019816 + Penalty 12713.064941 = -8544300.954875
  nChanged 7
		SP:Iteration 60F (60002.250000 sec): 3 clusters
  Score: Raw -8557014.555502 + Penalty 12713.064941 = -8544301.490561
  nChanged 3
		SP:Iteration 61Q (60002.480000 sec): 3 clusters
  Score: Raw -8557014.834148 + Penalty 12713.064941 = -8544301.769207
  nChanged 1
		SP:Iteration 62Q (60002.720000 sec): 3 clusters
  Score: Raw -8557014.921852 + Penalty 12713.064941 = -8544301.856912
  nChanged 2
		SP:Iteration 63Q (60002.950000 sec): 3 clusters
  Score: Raw -8557015.093629 + Penalty 12713.064941 = -8544302.028689
  nChanged 2
		SP:Iteration 64Q (60003.190000 sec): 3 clusters
  Score: Raw -8557015.274013 + Penalty 12713.064941 = -8544302.209073
  nChanged 2
		SP:Iteration 65Q (60003.430000 sec): 3 clusters
  Score: Raw -8557015.484633 + Penalty 12713.064941 = -8544302.419692
  nChanged 4
		SP:Iteration 66Q (60003.660000 sec): 3 clusters
  Score: Raw -8557015.863341 + Penalty 12713.064941 = -8544302.798400
  nChanged 5
		SP:Iteration 67Q (60003.890000 sec): 3 clusters
  Score: Raw -8557016.330412 + Penalty 12713.064941 = -8544303.265471
  nChanged 4
		SP:Iteration 68Q (60004.130000 sec): 3 clusters
  Score: Raw -8557016.637789 + Penalty 12713.064941 = -8544303.572848
  nChanged 0
		SP:Iteration 69F (60004.360000 sec): 3 clusters
  Score: Raw -8557016.637789 + Penalty 12713.064941 = -8544303.572848
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (9027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60004.440000 sec): 2 clusters
  Score: Raw -2348936.298054 + Penalty 5578.634911 = -2343357.663143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60004.500000 sec): 3 clusters
  Score: Raw -2344818.213414 + Penalty 11157.269822 = -2333660.943591
  nChanged 3294
		SP:Iteration 1F (60004.570000 sec): 3 clusters
  Score: Raw -2346833.963145 + Penalty 11157.269822 = -2335676.693322
  nChanged 733
		SP:Iteration 2F (60004.630000 sec): 3 clusters
  Score: Raw -2347394.616772 + Penalty 11157.269822 = -2336237.346950
  nChanged 517
		SP:Iteration 3F (60004.700000 sec): 3 clusters
  Score: Raw -2347797.673502 + Penalty 11157.269822 = -2336640.403679
  nChanged 418
		SP:Iteration 4Q (60004.770000 sec): 3 clusters
  Score: Raw -2348158.003452 + Penalty 11157.269822 = -2337000.733630
  nChanged 351
		SP:Iteration 5Q (60004.830000 sec): 3 clusters
  Score: Raw -2348446.521294 + Penalty 11157.269822 = -2337289.251472
  nChanged 287
		SP:Iteration 6Q (60004.900000 sec): 3 clusters
  Score: Raw -2348658.605343 + Penalty 11157.269822 = -2337501.335521
  nChanged 254
		SP:Iteration 7Q (60004.960000 sec): 3 clusters
  Score: Raw -2348799.999257 + Penalty 11157.269822 = -2337642.729435
  nChanged 195
		SP:Iteration 8Q (60005.030000 sec): 3 clusters
  Score: Raw -2348901.185635 + Penalty 11157.269822 = -2337743.915813
  nChanged 149
		SP:Iteration 9Q (60005.090000 sec): 3 clusters
  Score: Raw -2348976.700269 + Penalty 11157.269822 = -2337819.430446
  nChanged 142
		SP:Iteration 10Q (60005.160000 sec): 3 clusters
  Score: Raw -2349045.138390 + Penalty 11157.269822 = -2337887.868567
  nChanged 119
		SP:Iteration 11Q (60005.220000 sec): 3 clusters
  Score: Raw -2349098.917790 + Penalty 11157.269822 = -2337941.647968
  nChanged 92
		SP:Iteration 12Q (60005.290000 sec): 3 clusters
  Score: Raw -2349142.530177 + Penalty 11157.269822 = -2337985.260354
  nChanged 87
		SP:Iteration 13Q (60005.350000 sec): 3 clusters
  Score: Raw -2349180.804257 + Penalty 11157.269822 = -2338023.534434
  nChanged 78
		SP:Iteration 14Q (60005.410000 sec): 3 clusters
  Score: Raw -2349212.350599 + Penalty 11157.269822 = -2338055.080776
  nChanged 59
		SP:Iteration 15Q (60005.480000 sec): 3 clusters
  Score: Raw -2349236.724287 + Penalty 11157.269822 = -2338079.454464
  nChanged 59
		SP:Iteration 16Q (60005.550000 sec): 3 clusters
  Score: Raw -2349261.889385 + Penalty 11157.269822 = -2338104.619563
  nChanged 53
		SP:Iteration 17Q (60005.610000 sec): 3 clusters
  Score: Raw -2349284.526607 + Penalty 11157.269822 = -2338127.256785
  nChanged 50
		SP:Iteration 18Q (60005.670000 sec): 3 clusters
  Score: Raw -2349304.305976 + Penalty 11157.269822 = -2338147.036154
  nChanged 37
		SP:Iteration 19Q (60005.740000 sec): 3 clusters
  Score: Raw -2349319.962240 + Penalty 11157.269822 = -2338162.692418
  nChanged 38
		SP:Iteration 20F (60005.800000 sec): 3 clusters
  Score: Raw -2349335.279330 + Penalty 11157.269822 = -2338178.009508
  nChanged 38
		SP:Iteration 21Q (60005.870000 sec): 3 clusters
  Score: Raw -2349349.253747 + Penalty 11157.269822 = -2338191.983925
  nChanged 33
		SP:Iteration 22Q (60005.930000 sec): 3 clusters
  Score: Raw -2349361.476858 + Penalty 11157.269822 = -2338204.207035
  nChanged 39
		SP:Iteration 23Q (60006.000000 sec): 3 clusters
  Score: Raw -2349377.169571 + Penalty 11157.269822 = -2338219.899749
  nChanged 33
		SP:Iteration 24Q (60006.060000 sec): 3 clusters
  Score: Raw -2349390.271228 + Penalty 11157.269822 = -2338233.001405
  nChanged 36
		SP:Iteration 25Q (60006.120000 sec): 3 clusters
  Score: Raw -2349403.164886 + Penalty 11157.269822 = -2338245.895064
  nChanged 27
		SP:Iteration 26Q (60006.190000 sec): 3 clusters
  Score: Raw -2349413.910517 + Penalty 11157.269822 = -2338256.640695
  nChanged 38
		SP:Iteration 27Q (60006.250000 sec): 3 clusters
  Score: Raw -2349427.700694 + Penalty 11157.269822 = -2338270.430871
  nChanged 33
		SP:Iteration 28Q (60006.310000 sec): 3 clusters
  Score: Raw -2349439.029065 + Penalty 11157.269822 = -2338281.759243
  nChanged 22
		SP:Iteration 29Q (60006.380000 sec): 3 clusters
  Score: Raw -2349446.597913 + Penalty 11157.269822 = -2338289.328090
  nChanged 26
		SP:Iteration 30Q (60006.450000 sec): 3 clusters
  Score: Raw -2349456.449495 + Penalty 11157.269822 = -2338299.179673
  nChanged 26
		SP:Iteration 31Q (60006.510000 sec): 3 clusters
  Score: Raw -2349466.130737 + Penalty 11157.269822 = -2338308.860915
  nChanged 34
		SP:Iteration 32Q (60006.570000 sec): 3 clusters
  Score: Raw -2349477.985785 + Penalty 11157.269822 = -2338320.715963
  nChanged 28
		SP:Iteration 33Q (60006.640000 sec): 3 clusters
  Score: Raw -2349487.648026 + Penalty 11157.269822 = -2338330.378203
  nChanged 29
		SP:Iteration 34Q (60006.700000 sec): 3 clusters
  Score: Raw -2349498.395928 + Penalty 11157.269822 = -2338341.126106
  nChanged 30
		SP:Iteration 35Q (60006.770000 sec): 3 clusters
  Score: Raw -2349509.344242 + Penalty 11157.269822 = -2338352.074419
  nChanged 37
		SP:Iteration 36Q (60006.830000 sec): 3 clusters
  Score: Raw -2349524.125605 + Penalty 11157.269822 = -2338366.855782
  nChanged 33
		SP:Iteration 37Q (60006.890000 sec): 3 clusters
  Score: Raw -2349537.333670 + Penalty 11157.269822 = -2338380.063847
  nChanged 27
		SP:Iteration 38Q (60006.960000 sec): 3 clusters
  Score: Raw -2349547.234913 + Penalty 11157.269822 = -2338389.965091
  nChanged 28
		SP:Iteration 39Q (60007.020000 sec): 3 clusters
  Score: Raw -2349557.566332 + Penalty 11157.269822 = -2338400.296510
  nChanged 20
		SP:Iteration 40F (60007.090000 sec): 3 clusters
  Score: Raw -2349563.764522 + Penalty 11157.269822 = -2338406.494699
  nChanged 21
		SP:Iteration 41Q (60007.150000 sec): 3 clusters
  Score: Raw -2349570.156921 + Penalty 11157.269822 = -2338412.887098
  nChanged 25
		SP:Iteration 42Q (60007.220000 sec): 3 clusters
  Score: Raw -2349578.909275 + Penalty 11157.269822 = -2338421.639452
  nChanged 24
		SP:Iteration 43Q (60007.280000 sec): 3 clusters
  Score: Raw -2349587.989113 + Penalty 11157.269822 = -2338430.719290
  nChanged 29
		SP:Iteration 44Q (60007.350000 sec): 3 clusters
  Score: Raw -2349600.821174 + Penalty 11157.269822 = -2338443.551351
  nChanged 32
		SP:Iteration 45Q (60007.410000 sec): 3 clusters
  Score: Raw -2349615.229328 + Penalty 11157.269822 = -2338457.959506
  nChanged 30
		SP:Iteration 46Q (60007.480000 sec): 3 clusters
  Score: Raw -2349626.250373 + Penalty 11157.269822 = -2338468.980551
  nChanged 27
		SP:Iteration 47Q (60007.540000 sec): 3 clusters
  Score: Raw -2349636.861272 + Penalty 11157.269822 = -2338479.591450
  nChanged 21
		SP:Iteration 48Q (60007.610000 sec): 3 clusters
  Score: Raw -2349645.876319 + Penalty 11157.269822 = -2338488.606496
  nChanged 20
		SP:Iteration 49Q (60007.670000 sec): 3 clusters
  Score: Raw -2349653.084256 + Penalty 11157.269822 = -2338495.814434
  nChanged 17
		SP:Iteration 50Q (60007.730000 sec): 3 clusters
  Score: Raw -2349660.603972 + Penalty 11157.269822 = -2338503.334149
  nChanged 28
		SP:Iteration 51Q (60007.800000 sec): 3 clusters
  Score: Raw -2349671.395678 + Penalty 11157.269822 = -2338514.125856
  nChanged 23
		SP:Iteration 52Q (60007.860000 sec): 3 clusters
  Score: Raw -2349680.775690 + Penalty 11157.269822 = -2338523.505868
  nChanged 18
		SP:Iteration 53Q (60007.930000 sec): 3 clusters
  Score: Raw -2349688.115364 + Penalty 11157.269822 = -2338530.845541
  nChanged 20
		SP:Iteration 54Q (60007.990000 sec): 3 clusters
  Score: Raw -2349694.164945 + Penalty 11157.269822 = -2338536.895123
  nChanged 14
		SP:Iteration 55Q (60008.060000 sec): 3 clusters
  Score: Raw -2349698.583641 + Penalty 11157.269822 = -2338541.313818
  nChanged 11
		SP:Iteration 56Q (60008.120000 sec): 3 clusters
  Score: Raw -2349702.175344 + Penalty 11157.269822 = -2338544.905521
  nChanged 12
		SP:Iteration 57Q (60008.180000 sec): 3 clusters
  Score: Raw -2349706.778080 + Penalty 11157.269822 = -2338549.508257
  nChanged 12
		SP:Iteration 58Q (60008.250000 sec): 3 clusters
  Score: Raw -2349711.396782 + Penalty 11157.269822 = -2338554.126959
  nChanged 10
		SP:Iteration 59Q (60008.310000 sec): 3 clusters
  Score: Raw -2349714.722410 + Penalty 11157.269822 = -2338557.452588
  nChanged 8
		SP:Iteration 60F (60008.380000 sec): 3 clusters
  Score: Raw -2349717.645416 + Penalty 11157.269822 = -2338560.375594
  nChanged 13
		SP:Iteration 61Q (60008.440000 sec): 3 clusters
  Score: Raw -2349722.279835 + Penalty 11157.269822 = -2338565.010013
  nChanged 12
		SP:Iteration 62Q (60008.510000 sec): 3 clusters
  Score: Raw -2349727.271799 + Penalty 11157.269822 = -2338570.001976
  nChanged 12
		SP:Iteration 63Q (60008.570000 sec): 3 clusters
  Score: Raw -2349732.257184 + Penalty 11157.269822 = -2338574.987361
  nChanged 7
		SP:Iteration 64Q (60008.640000 sec): 3 clusters
  Score: Raw -2349734.328779 + Penalty 11157.269822 = -2338577.058956
  nChanged 2
		SP:Iteration 65Q (60008.700000 sec): 3 clusters
  Score: Raw -2349734.897245 + Penalty 11157.269822 = -2338577.627422
  nChanged 1
		SP:Iteration 66Q (60008.760000 sec): 3 clusters
  Score: Raw -2349735.175666 + Penalty 11157.269822 = -2338577.905843
  nChanged 0
		SP:Iteration 67F (60008.830000 sec): 3 clusters
  Score: Raw -2349735.175666 + Penalty 11157.269822 = -2338577.905843
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60008.840000 sec): 2 clusters
  Score: Raw -134082.430128 + Penalty 3898.409839 = -130184.020289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60008.850000 sec): 3 clusters
  Score: Raw -134573.715905 + Penalty 7796.819677 = -126776.896228
  nChanged 56
		SP:Iteration 1F (60008.850000 sec): 3 clusters
  Score: Raw -134745.778314 + Penalty 7796.819677 = -126948.958637
  nChanged 12
		SP:Iteration 2Q (60008.860000 sec): 3 clusters
  Score: Raw -134802.447859 + Penalty 7796.819677 = -127005.628182
  nChanged 9
		SP:Iteration 3Q (60008.860000 sec): 3 clusters
  Score: Raw -134851.619802 + Penalty 7796.819677 = -127054.800125
  nChanged 7
		SP:Iteration 4Q (60008.860000 sec): 3 clusters
  Score: Raw -134874.496510 + Penalty 7796.819677 = -127077.676833
  nChanged 4
		SP:Iteration 5Q (60008.870000 sec): 3 clusters
  Score: Raw -134881.904377 + Penalty 7796.819677 = -127085.084700
  nChanged 0
		SP:Iteration 6F (60008.880000 sec): 3 clusters
  Score: Raw -134881.904377 + Penalty 7796.819677 = -127085.084700
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (12164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60008.960000 sec): 2 clusters
  Score: Raw -3081858.822315 + Penalty 5761.319580 = -3076097.502735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60009.050000 sec): 3 clusters
  Score: Raw -3076226.734018 + Penalty 11522.639160 = -3064704.094858
  nChanged 4543
		SP:Iteration 1F (60009.140000 sec): 3 clusters
  Score: Raw -3079036.776594 + Penalty 11522.639160 = -3067514.137434
  nChanged 1025
		SP:Iteration 2F (60009.230000 sec): 3 clusters
  Score: Raw -3079976.701838 + Penalty 11522.639160 = -3068454.062679
  nChanged 865
		SP:Iteration 3F (60009.320000 sec): 3 clusters
  Score: Raw -3080897.594298 + Penalty 11522.639160 = -3069374.955138
  nChanged 811
		SP:Iteration 4F (60009.400000 sec): 3 clusters
  Score: Raw -3081752.855961 + Penalty 11522.639160 = -3070230.216801
  nChanged 735
		SP:Iteration 5F (60009.500000 sec): 3 clusters
  Score: Raw -3082497.569134 + Penalty 11522.639160 = -3070974.929974
  nChanged 636
		SP:Iteration 6F (60009.580000 sec): 3 clusters
  Score: Raw -3083115.875823 + Penalty 11522.639160 = -3071593.236663
  nChanged 585
		SP:Iteration 7Q (60009.670000 sec): 3 clusters
  Score: Raw -3083608.135126 + Penalty 11522.639160 = -3072085.495967
  nChanged 439
		SP:Iteration 8Q (60009.760000 sec): 3 clusters
  Score: Raw -3083939.145297 + Penalty 11522.639160 = -3072416.506137
  nChanged 391
		SP:Iteration 9Q (60009.840000 sec): 3 clusters
  Score: Raw -3084205.934662 + Penalty 11522.639160 = -3072683.295502
  nChanged 298
		SP:Iteration 10Q (60009.920000 sec): 3 clusters
  Score: Raw -3084381.248681 + Penalty 11522.639160 = -3072858.609521
  nChanged 248
		SP:Iteration 11Q (60010.010000 sec): 3 clusters
  Score: Raw -3084520.107881 + Penalty 11522.639160 = -3072997.468722
  nChanged 224
		SP:Iteration 12Q (60010.100000 sec): 3 clusters
  Score: Raw -3084627.622195 + Penalty 11522.639160 = -3073104.983035
  nChanged 165
		SP:Iteration 13Q (60010.180000 sec): 3 clusters
  Score: Raw -3084703.848855 + Penalty 11522.639160 = -3073181.209695
  nChanged 126
		SP:Iteration 14Q (60010.260000 sec): 3 clusters
  Score: Raw -3084752.935385 + Penalty 11522.639160 = -3073230.296225
  nChanged 92
		SP:Iteration 15Q (60010.350000 sec): 3 clusters
  Score: Raw -3084788.815264 + Penalty 11522.639160 = -3073266.176104
  nChanged 82
		SP:Iteration 16Q (60010.430000 sec): 3 clusters
  Score: Raw -3084821.110560 + Penalty 11522.639160 = -3073298.471400
  nChanged 70
		SP:Iteration 17Q (60010.510000 sec): 3 clusters
  Score: Raw -3084846.671299 + Penalty 11522.639160 = -3073324.032139
  nChanged 60
		SP:Iteration 18Q (60010.600000 sec): 3 clusters
  Score: Raw -3084870.271403 + Penalty 11522.639160 = -3073347.632243
  nChanged 45
		SP:Iteration 19Q (60010.680000 sec): 3 clusters
  Score: Raw -3084884.672688 + Penalty 11522.639160 = -3073362.033528
  nChanged 37
		SP:Iteration 20F (60010.770000 sec): 3 clusters
  Score: Raw -3084895.864503 + Penalty 11522.639160 = -3073373.225343
  nChanged 27
		SP:Iteration 21Q (60010.850000 sec): 3 clusters
  Score: Raw -3084904.514318 + Penalty 11522.639160 = -3073381.875158
  nChanged 24
		SP:Iteration 22Q (60010.940000 sec): 3 clusters
  Score: Raw -3084910.976856 + Penalty 11522.639160 = -3073388.337696
  nChanged 19
		SP:Iteration 23Q (60011.020000 sec): 3 clusters
  Score: Raw -3084916.433568 + Penalty 11522.639160 = -3073393.794408
  nChanged 15
		SP:Iteration 24Q (60011.100000 sec): 3 clusters
  Score: Raw -3084920.344556 + Penalty 11522.639160 = -3073397.705396
  nChanged 13
		SP:Iteration 25Q (60011.180000 sec): 3 clusters
  Score: Raw -3084924.606283 + Penalty 11522.639160 = -3073401.967123
  nChanged 20
		SP:Iteration 26Q (60011.270000 sec): 3 clusters
  Score: Raw -3084931.066625 + Penalty 11522.639160 = -3073408.427465
  nChanged 19
		SP:Iteration 27Q (60011.350000 sec): 3 clusters
  Score: Raw -3084937.592354 + Penalty 11522.639160 = -3073414.953195
  nChanged 12
		SP:Iteration 28Q (60011.440000 sec): 3 clusters
  Score: Raw -3084941.079869 + Penalty 11522.639160 = -3073418.440709
  nChanged 14
		SP:Iteration 29Q (60011.520000 sec): 3 clusters
  Score: Raw -3084944.441094 + Penalty 11522.639160 = -3073421.801934
  nChanged 12
		SP:Iteration 30Q (60011.600000 sec): 3 clusters
  Score: Raw -3084947.215905 + Penalty 11522.639160 = -3073424.576745
  nChanged 8
		SP:Iteration 31Q (60011.680000 sec): 3 clusters
  Score: Raw -3084950.127312 + Penalty 11522.639160 = -3073427.488152
  nChanged 12
		SP:Iteration 32Q (60011.770000 sec): 3 clusters
  Score: Raw -3084952.912415 + Penalty 11522.639160 = -3073430.273255
  nChanged 8
		SP:Iteration 33Q (60011.850000 sec): 3 clusters
  Score: Raw -3084954.473496 + Penalty 11522.639160 = -3073431.834336
  nChanged 6
		SP:Iteration 34Q (60011.940000 sec): 3 clusters
  Score: Raw -3084955.511196 + Penalty 11522.639160 = -3073432.872036
  nChanged 6
		SP:Iteration 35Q (60012.020000 sec): 3 clusters
  Score: Raw -3084956.668088 + Penalty 11522.639160 = -3073434.028928
  nChanged 6
		SP:Iteration 36Q (60012.100000 sec): 3 clusters
  Score: Raw -3084957.788041 + Penalty 11522.639160 = -3073435.148882
  nChanged 2
		SP:Iteration 37Q (60012.190000 sec): 3 clusters
  Score: Raw -3084958.179941 + Penalty 11522.639160 = -3073435.540782
  nChanged 3
		SP:Iteration 38Q (60012.270000 sec): 3 clusters
  Score: Raw -3084958.799842 + Penalty 11522.639160 = -3073436.160683
  nChanged 2
		SP:Iteration 39Q (60012.360000 sec): 3 clusters
  Score: Raw -3084959.135211 + Penalty 11522.639160 = -3073436.496051
  nChanged 2
		SP:Iteration 40F (60012.440000 sec): 3 clusters
  Score: Raw -3084959.395464 + Penalty 11522.639160 = -3073436.756304
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60012.560000 sec): 2 clusters
  Score: Raw -4664560.142570 + Penalty 5991.231448 = -4658568.911121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60012.700000 sec): 3 clusters
  Score: Raw -4655493.964163 + Penalty 11982.462897 = -4643511.501267
  nChanged 7107
		SP:Iteration 1F (60012.830000 sec): 3 clusters
  Score: Raw -4659395.465815 + Penalty 11982.462897 = -4647413.002918
  nChanged 1323
		SP:Iteration 2F (60012.960000 sec): 3 clusters
  Score: Raw -4660265.329060 + Penalty 11982.462897 = -4648282.866163
  nChanged 1044
		SP:Iteration 3F (60013.090000 sec): 3 clusters
  Score: Raw -4661159.241954 + Penalty 11982.462897 = -4649176.779058
  nChanged 1087
		SP:Iteration 4F (60013.220000 sec): 3 clusters
  Score: Raw -4662349.990678 + Penalty 11982.462897 = -4650367.527781
  nChanged 1296
		SP:Iteration 5F (60013.350000 sec): 3 clusters
  Score: Raw -4663849.256291 + Penalty 11982.462897 = -4651866.793395
  nChanged 1466
		SP:Iteration 6F (60013.490000 sec): 3 clusters
  Score: Raw -4665551.547931 + Penalty 11982.462897 = -4653569.085034
  nChanged 1346
		SP:Iteration 7F (60013.630000 sec): 3 clusters
  Score: Raw -4666912.365441 + Penalty 11982.462897 = -4654929.902544
  nChanged 944
		SP:Iteration 8F (60013.760000 sec): 3 clusters
  Score: Raw -4667719.444416 + Penalty 11982.462897 = -4655736.981520
  nChanged 607
		SP:Iteration 9Q (60013.890000 sec): 3 clusters
  Score: Raw -4668181.042578 + Penalty 11982.462897 = -4656198.579681
  nChanged 388
		SP:Iteration 10Q (60014.010000 sec): 3 clusters
  Score: Raw -4668427.445422 + Penalty 11982.462897 = -4656444.982526
  nChanged 259
		SP:Iteration 11Q (60014.140000 sec): 3 clusters
  Score: Raw -4668565.645532 + Penalty 11982.462897 = -4656583.182635
  nChanged 175
		SP:Iteration 12Q (60014.270000 sec): 3 clusters
  Score: Raw -4668659.287027 + Penalty 11982.462897 = -4656676.824130
  nChanged 144
		SP:Iteration 13Q (60014.390000 sec): 3 clusters
  Score: Raw -4668733.406700 + Penalty 11982.462897 = -4656750.943804
  nChanged 124
		SP:Iteration 14Q (60014.510000 sec): 3 clusters
  Score: Raw -4668782.202184 + Penalty 11982.462897 = -4656799.739287
  nChanged 82
		SP:Iteration 15Q (60014.630000 sec): 3 clusters
  Score: Raw -4668807.641612 + Penalty 11982.462897 = -4656825.178715
  nChanged 49
		SP:Iteration 16Q (60014.750000 sec): 3 clusters
  Score: Raw -4668820.277737 + Penalty 11982.462897 = -4656837.814841
  nChanged 25
		SP:Iteration 17Q (60014.870000 sec): 3 clusters
  Score: Raw -4668827.587712 + Penalty 11982.462897 = -4656845.124816
  nChanged 16
		SP:Iteration 18Q (60014.990000 sec): 3 clusters
  Score: Raw -4668831.421539 + Penalty 11982.462897 = -4656848.958642
  nChanged 8
		SP:Iteration 19Q (60015.110000 sec): 3 clusters
  Score: Raw -4668833.121057 + Penalty 11982.462897 = -4656850.658161
  nChanged 4
		SP:Iteration 20F (60015.250000 sec): 3 clusters
  Score: Raw -4668834.201834 + Penalty 11982.462897 = -4656851.738938
  nChanged 4
		SP:Iteration 21Q (60015.360000 sec): 3 clusters
  Score: Raw -4668834.840958 + Penalty 11982.462897 = -4656852.378062
  nChanged 1
		SP:Iteration 22Q (60015.480000 sec): 3 clusters
  Score: Raw -4668834.964352 + Penalty 11982.462897 = -4656852.501456
  nChanged 0
		SP:Iteration 23F (60015.610000 sec): 3 clusters
  Score: Raw -4668834.964352 + Penalty 11982.462897 = -4656852.501456
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60015.770000 sec): 2 clusters
  Score: Raw -6387906.459738 + Penalty 6174.231353 = -6381732.228385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60015.950000 sec): 3 clusters
  Score: Raw -6375179.650058 + Penalty 12348.462706 = -6362831.187352
  nChanged 9790
		SP:Iteration 1F (60016.130000 sec): 3 clusters
  Score: Raw -6380229.054247 + Penalty 12348.462706 = -6367880.591541
  nChanged 1470
		SP:Iteration 2F (60016.310000 sec): 3 clusters
  Score: Raw -6380849.122247 + Penalty 12348.462706 = -6368500.659540
  nChanged 1086
		SP:Iteration 3Q (60016.490000 sec): 3 clusters
  Score: Raw -6381306.997436 + Penalty 12348.462706 = -6368958.534730
  nChanged 918
		SP:Iteration 4Q (60016.660000 sec): 3 clusters
  Score: Raw -6381682.171144 + Penalty 12348.462706 = -6369333.708438
  nChanged 794
		SP:Iteration 5Q (60016.840000 sec): 3 clusters
  Score: Raw -6381999.262960 + Penalty 12348.462706 = -6369650.800254
  nChanged 710
		SP:Iteration 6Q (60017.020000 sec): 3 clusters
  Score: Raw -6382251.754623 + Penalty 12348.462706 = -6369903.291917
  nChanged 650
		SP:Iteration 7Q (60017.190000 sec): 3 clusters
  Score: Raw -6382472.835890 + Penalty 12348.462706 = -6370124.373184
  nChanged 564
		SP:Iteration 8Q (60017.370000 sec): 3 clusters
  Score: Raw -6382646.257024 + Penalty 12348.462706 = -6370297.794318
  nChanged 475
		SP:Iteration 9Q (60017.550000 sec): 3 clusters
  Score: Raw -6382793.379870 + Penalty 12348.462706 = -6370444.917163
  nChanged 416
		SP:Iteration 10Q (60017.730000 sec): 3 clusters
  Score: Raw -6382912.845889 + Penalty 12348.462706 = -6370564.383182
  nChanged 385
		SP:Iteration 11Q (60017.910000 sec): 3 clusters
  Score: Raw -6383021.087207 + Penalty 12348.462706 = -6370672.624500
  nChanged 383
		SP:Iteration 12Q (60018.090000 sec): 3 clusters
  Score: Raw -6383133.384011 + Penalty 12348.462706 = -6370784.921304
  nChanged 377
		SP:Iteration 13Q (60018.260000 sec): 3 clusters
  Score: Raw -6383245.601698 + Penalty 12348.462706 = -6370897.138992
  nChanged 395
		SP:Iteration 14Q (60018.440000 sec): 3 clusters
  Score: Raw -6383360.579107 + Penalty 12348.462706 = -6371012.116400
  nChanged 399
		SP:Iteration 15Q (60018.620000 sec): 3 clusters
  Score: Raw -6383485.218907 + Penalty 12348.462706 = -6371136.756201
  nChanged 398
		SP:Iteration 16Q (60018.800000 sec): 3 clusters
  Score: Raw -6383608.755687 + Penalty 12348.462706 = -6371260.292981
  nChanged 380
		SP:Iteration 17Q (60018.970000 sec): 3 clusters
  Score: Raw -6383722.991938 + Penalty 12348.462706 = -6371374.529232
  nChanged 399
		SP:Iteration 18Q (60019.150000 sec): 3 clusters
  Score: Raw -6383849.279509 + Penalty 12348.462706 = -6371500.816803
  nChanged 442
		SP:Iteration 19Q (60019.330000 sec): 3 clusters
  Score: Raw -6383985.501467 + Penalty 12348.462706 = -6371637.038761
  nChanged 459
		SP:Iteration 20F (60019.510000 sec): 3 clusters
  Score: Raw -6384142.343406 + Penalty 12348.462706 = -6371793.880700
  nChanged 554
		SP:Iteration 21Q (60019.680000 sec): 3 clusters
  Score: Raw -6384347.835599 + Penalty 12348.462706 = -6371999.372893
  nChanged 584
		SP:Iteration 22Q (60019.860000 sec): 3 clusters
  Score: Raw -6384597.234932 + Penalty 12348.462706 = -6372248.772226
  nChanged 612
		SP:Iteration 23Q (60020.040000 sec): 3 clusters
  Score: Raw -6384868.871909 + Penalty 12348.462706 = -6372520.409203
  nChanged 632
		SP:Iteration 24Q (60020.230000 sec): 3 clusters
  Score: Raw -6385169.155683 + Penalty 12348.462706 = -6372820.692977
  nChanged 646
		SP:Iteration 25Q (60020.410000 sec): 3 clusters
  Score: Raw -6385495.227117 + Penalty 12348.462706 = -6373146.764411
  nChanged 666
		SP:Iteration 26Q (60020.590000 sec): 3 clusters
  Score: Raw -6385845.086455 + Penalty 12348.462706 = -6373496.623749
  nChanged 691
		SP:Iteration 27Q (60020.770000 sec): 3 clusters
  Score: Raw -6386257.036455 + Penalty 12348.462706 = -6373908.573749
  nChanged 665
		SP:Iteration 28Q (60020.960000 sec): 3 clusters
  Score: Raw -6386660.903272 + Penalty 12348.462706 = -6374312.440566
  nChanged 594
		SP:Iteration 29Q (60021.140000 sec): 3 clusters
  Score: Raw -6387018.023837 + Penalty 12348.462706 = -6374669.561131
  nChanged 487
		SP:Iteration 30Q (60021.320000 sec): 3 clusters
  Score: Raw -6387303.474688 + Penalty 12348.462706 = -6374955.011982
  nChanged 438
		SP:Iteration 31Q (60021.490000 sec): 3 clusters
  Score: Raw -6387574.523301 + Penalty 12348.462706 = -6375226.060594
  nChanged 384
		SP:Iteration 32Q (60021.670000 sec): 3 clusters
  Score: Raw -6387809.605930 + Penalty 12348.462706 = -6375461.143224
  nChanged 337
		SP:Iteration 33Q (60021.840000 sec): 3 clusters
  Score: Raw -6388025.054648 + Penalty 12348.462706 = -6375676.591941
  nChanged 290
		SP:Iteration 34Q (60022.010000 sec): 3 clusters
  Score: Raw -6388204.236685 + Penalty 12348.462706 = -6375855.773979
  nChanged 248
		SP:Iteration 35Q (60022.180000 sec): 3 clusters
  Score: Raw -6388358.194978 + Penalty 12348.462706 = -6376009.732272
  nChanged 191
		SP:Iteration 36Q (60022.340000 sec): 3 clusters
  Score: Raw -6388473.131573 + Penalty 12348.462706 = -6376124.668866
  nChanged 151
		SP:Iteration 37Q (60022.510000 sec): 3 clusters
  Score: Raw -6388564.002017 + Penalty 12348.462706 = -6376215.539311
  nChanged 115
		SP:Iteration 38Q (60022.660000 sec): 3 clusters
  Score: Raw -6388628.285301 + Penalty 12348.462706 = -6376279.822595
  nChanged 98
		SP:Iteration 39Q (60022.820000 sec): 3 clusters
  Score: Raw -6388683.672197 + Penalty 12348.462706 = -6376335.209491
  nChanged 91
		SP:Iteration 40F (60023.000000 sec): 3 clusters
  Score: Raw -6388732.538674 + Penalty 12348.462706 = -6376384.075968
  nChanged 69
		SP:Iteration 41Q (60023.150000 sec): 3 clusters
  Score: Raw -6388768.800638 + Penalty 12348.462706 = -6376420.337931
  nChanged 50
		SP:Iteration 42Q (60023.310000 sec): 3 clusters
  Score: Raw -6388797.490970 + Penalty 12348.462706 = -6376449.028264
  nChanged 49
		SP:Iteration 43Q (60023.460000 sec): 3 clusters
  Score: Raw -6388821.251902 + Penalty 12348.462706 = -6376472.789196
  nChanged 32
		SP:Iteration 44Q (60023.610000 sec): 3 clusters
  Score: Raw -6388836.543823 + Penalty 12348.462706 = -6376488.081117
  nChanged 28
		SP:Iteration 45Q (60023.760000 sec): 3 clusters
  Score: Raw -6388851.906531 + Penalty 12348.462706 = -6376503.443825
  nChanged 28
		SP:Iteration 46Q (60023.910000 sec): 3 clusters
  Score: Raw -6388863.731436 + Penalty 12348.462706 = -6376515.268730
  nChanged 25
		SP:Iteration 47Q (60024.060000 sec): 3 clusters
  Score: Raw -6388878.039173 + Penalty 12348.462706 = -6376529.576467
  nChanged 24
		SP:Iteration 48Q (60024.210000 sec): 3 clusters
  Score: Raw -6388888.647212 + Penalty 12348.462706 = -6376540.184506
  nChanged 15
		SP:Iteration 49Q (60024.350000 sec): 3 clusters
  Score: Raw -6388895.884327 + Penalty 12348.462706 = -6376547.421621
  nChanged 22
		SP:Iteration 50Q (60024.510000 sec): 3 clusters
  Score: Raw -6388906.540968 + Penalty 12348.462706 = -6376558.078262
  nChanged 20
		SP:Iteration 51Q (60024.650000 sec): 3 clusters
  Score: Raw -6388915.631736 + Penalty 12348.462706 = -6376567.169030
  nChanged 22
		SP:Iteration 52Q (60024.800000 sec): 3 clusters
  Score: Raw -6388927.130473 + Penalty 12348.462706 = -6376578.667767
  nChanged 13
		SP:Iteration 53Q (60024.950000 sec): 3 clusters
  Score: Raw -6388933.938637 + Penalty 12348.462706 = -6376585.475930
  nChanged 17
		SP:Iteration 54Q (60025.090000 sec): 3 clusters
  Score: Raw -6388944.551792 + Penalty 12348.462706 = -6376596.089085
  nChanged 17
		SP:Iteration 55Q (60025.240000 sec): 3 clusters
  Score: Raw -6388953.804613 + Penalty 12348.462706 = -6376605.341906
  nChanged 15
		SP:Iteration 56Q (60025.390000 sec): 3 clusters
  Score: Raw -6388962.499485 + Penalty 12348.462706 = -6376614.036779
  nChanged 18
		SP:Iteration 57Q (60025.530000 sec): 3 clusters
  Score: Raw -6388970.778599 + Penalty 12348.462706 = -6376622.315893
  nChanged 5
		SP:Iteration 58Q (60025.670000 sec): 3 clusters
  Score: Raw -6388972.967013 + Penalty 12348.462706 = -6376624.504307
  nChanged 10
		SP:Iteration 59Q (60025.810000 sec): 3 clusters
  Score: Raw -6388978.363607 + Penalty 12348.462706 = -6376629.900900
  nChanged 13
		SP:Iteration 60F (60025.980000 sec): 3 clusters
  Score: Raw -6388983.715233 + Penalty 12348.462706 = -6376635.252527
  nChanged 11
		SP:Iteration 61Q (60026.120000 sec): 3 clusters
  Score: Raw -6388988.357916 + Penalty 12348.462706 = -6376639.895210
  nChanged 6
		SP:Iteration 62Q (60026.270000 sec): 3 clusters
  Score: Raw -6388991.133946 + Penalty 12348.462706 = -6376642.671240
  nChanged 7
		SP:Iteration 63Q (60026.410000 sec): 3 clusters
  Score: Raw -6388994.199583 + Penalty 12348.462706 = -6376645.736877
  nChanged 4
		SP:Iteration 64Q (60026.550000 sec): 3 clusters
  Score: Raw -6388996.187333 + Penalty 12348.462706 = -6376647.724627
  nChanged 5
		SP:Iteration 65Q (60026.690000 sec): 3 clusters
  Score: Raw -6388997.863051 + Penalty 12348.462706 = -6376649.400345
  nChanged 4
		SP:Iteration 66Q (60026.830000 sec): 3 clusters
  Score: Raw -6388999.555469 + Penalty 12348.462706 = -6376651.092763
  nChanged 5
		SP:Iteration 67Q (60026.970000 sec): 3 clusters
  Score: Raw -6389002.376268 + Penalty 12348.462706 = -6376653.913562
  nChanged 7
		SP:Iteration 68Q (60027.110000 sec): 3 clusters
  Score: Raw -6389007.482130 + Penalty 12348.462706 = -6376659.019424
  nChanged 9
		SP:Iteration 69Q (60027.250000 sec): 3 clusters
  Score: Raw -6389012.836135 + Penalty 12348.462706 = -6376664.373429
  nChanged 10
		SP:Iteration 70Q (60027.390000 sec): 3 clusters
  Score: Raw -6389017.250994 + Penalty 12348.462706 = -6376668.788288
  nChanged 6
		SP:Iteration 71Q (60027.530000 sec): 3 clusters
  Score: Raw -6389019.622189 + Penalty 12348.462706 = -6376671.159483
  nChanged 5
		SP:Iteration 72Q (60027.670000 sec): 3 clusters
  Score: Raw -6389021.375229 + Penalty 12348.462706 = -6376672.912523
  nChanged 3
		SP:Iteration 73Q (60027.810000 sec): 3 clusters
  Score: Raw -6389022.970098 + Penalty 12348.462706 = -6376674.507392
  nChanged 3
		SP:Iteration 74Q (60027.950000 sec): 3 clusters
  Score: Raw -6389024.293382 + Penalty 12348.462706 = -6376675.830676
  nChanged 3
		SP:Iteration 75Q (60028.090000 sec): 3 clusters
  Score: Raw -6389026.047812 + Penalty 12348.462706 = -6376677.585106
  nChanged 6
		SP:Iteration 76Q (60028.240000 sec): 3 clusters
  Score: Raw -6389029.768142 + Penalty 12348.462706 = -6376681.305436
  nChanged 7
		SP:Iteration 77Q (60028.390000 sec): 3 clusters
  Score: Raw -6389033.859301 + Penalty 12348.462706 = -6376685.396594
  nChanged 5
		SP:Iteration 78Q (60028.530000 sec): 3 clusters
  Score: Raw -6389035.446275 + Penalty 12348.462706 = -6376686.983568
  nChanged 2
		SP:Iteration 79Q (60028.670000 sec): 3 clusters
  Score: Raw -6389036.538452 + Penalty 12348.462706 = -6376688.075746
  nChanged 3
		SP:Iteration 80F (60028.850000 sec): 3 clusters
  Score: Raw -6389037.982287 + Penalty 12348.462706 = -6376689.519581
  nChanged 3
		SP:Iteration 81Q (60029.000000 sec): 3 clusters
  Score: Raw -6389039.322519 + Penalty 12348.462706 = -6376690.859812
  nChanged 5
		SP:Iteration 82Q (60029.150000 sec): 3 clusters
  Score: Raw -6389041.773294 + Penalty 12348.462706 = -6376693.310588
  nChanged 5
		SP:Iteration 83Q (60029.290000 sec): 3 clusters
  Score: Raw -6389044.615748 + Penalty 12348.462706 = -6376696.153042
  nChanged 3
		SP:Iteration 84Q (60029.430000 sec): 3 clusters
  Score: Raw -6389046.431606 + Penalty 12348.462706 = -6376697.968900
  nChanged 3
		SP:Iteration 85Q (60029.580000 sec): 3 clusters
  Score: Raw -6389047.683725 + Penalty 12348.462706 = -6376699.221019
  nChanged 2
		SP:Iteration 86Q (60029.730000 sec): 3 clusters
  Score: Raw -6389048.365779 + Penalty 12348.462706 = -6376699.903072
  nChanged 2
		SP:Iteration 87Q (60029.870000 sec): 3 clusters
  Score: Raw -6389049.236650 + Penalty 12348.462706 = -6376700.773944
  nChanged 3
		SP:Iteration 88Q (60030.010000 sec): 3 clusters
  Score: Raw -6389051.065097 + Penalty 12348.462706 = -6376702.602391
  nChanged 4
		SP:Iteration 89Q (60030.160000 sec): 3 clusters
  Score: Raw -6389053.553251 + Penalty 12348.462706 = -6376705.090545
  nChanged 4
		SP:Iteration 90Q (60030.300000 sec): 3 clusters
  Score: Raw -6389055.571272 + Penalty 12348.462706 = -6376707.108566
  nChanged 3
		SP:Iteration 91Q (60030.450000 sec): 3 clusters
  Score: Raw -6389057.000609 + Penalty 12348.462706 = -6376708.537903
  nChanged 1
		SP:Iteration 92Q (60030.590000 sec): 3 clusters
  Score: Raw -6389057.429113 + Penalty 12348.462706 = -6376708.966406
  nChanged 1
		SP:Iteration 93Q (60030.740000 sec): 3 clusters
  Score: Raw -6389057.748320 + Penalty 12348.462706 = -6376709.285614
  nChanged 3
		SP:Iteration 94Q (60030.880000 sec): 3 clusters
  Score: Raw -6389058.497752 + Penalty 12348.462706 = -6376710.035046
  nChanged 1
		SP:Iteration 95Q (60031.020000 sec): 3 clusters
  Score: Raw -6389058.937691 + Penalty 12348.462706 = -6376710.474985
  nChanged 1
		SP:Iteration 96Q (60031.160000 sec): 3 clusters
  Score: Raw -6389059.555081 + Penalty 12348.462706 = -6376711.092375
  nChanged 1
		SP:Iteration 97Q (60031.300000 sec): 3 clusters
  Score: Raw -6389059.919977 + Penalty 12348.462706 = -6376711.457271
  nChanged 1
		SP:Iteration 98Q (60031.430000 sec): 3 clusters
  Score: Raw -6389060.415786 + Penalty 12348.462706 = -6376711.953080
  nChanged 2
		SP:Iteration 99Q (60031.570000 sec): 3 clusters
  Score: Raw -6389061.007820 + Penalty 12348.462706 = -6376712.545113
  nChanged 1
		SP:Iteration 100F (60031.750000 sec): 3 clusters
  Score: Raw -6389061.305664 + Penalty 12348.462706 = -6376712.842958
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60031.880000 sec): 2 clusters
  Score: Raw -5288346.095541 + Penalty 6075.397517 = -5282270.698024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60032.030000 sec): 3 clusters
  Score: Raw -5277769.853738 + Penalty 12150.795034 = -5265619.058705
  nChanged 8253
		SP:Iteration 1F (60032.170000 sec): 3 clusters
  Score: Raw -5282164.132092 + Penalty 12150.795034 = -5270013.337059
  nChanged 1372
		SP:Iteration 2F (60032.330000 sec): 3 clusters
  Score: Raw -5282874.161594 + Penalty 12150.795034 = -5270723.366560
  nChanged 1087
		SP:Iteration 3F (60032.470000 sec): 3 clusters
  Score: Raw -5283436.236009 + Penalty 12150.795034 = -5271285.440975
  nChanged 878
		SP:Iteration 4Q (60032.620000 sec): 3 clusters
  Score: Raw -5283871.640368 + Penalty 12150.795034 = -5271720.845334
  nChanged 810
		SP:Iteration 5Q (60032.770000 sec): 3 clusters
  Score: Raw -5284235.034994 + Penalty 12150.795034 = -5272084.239960
  nChanged 687
		SP:Iteration 6Q (60032.930000 sec): 3 clusters
  Score: Raw -5284535.709308 + Penalty 12150.795034 = -5272384.914274
  nChanged 651
		SP:Iteration 7Q (60033.080000 sec): 3 clusters
  Score: Raw -5284816.475636 + Penalty 12150.795034 = -5272665.680602
  nChanged 605
		SP:Iteration 8Q (60033.230000 sec): 3 clusters
  Score: Raw -5285070.392191 + Penalty 12150.795034 = -5272919.597157
  nChanged 568
		SP:Iteration 9Q (60033.390000 sec): 3 clusters
  Score: Raw -5285318.332409 + Penalty 12150.795034 = -5273167.537375
  nChanged 611
		SP:Iteration 10Q (60033.540000 sec): 3 clusters
  Score: Raw -5285617.782279 + Penalty 12150.795034 = -5273466.987246
  nChanged 676
		SP:Iteration 11Q (60033.700000 sec): 3 clusters
  Score: Raw -5285958.030797 + Penalty 12150.795034 = -5273807.235763
  nChanged 674
		SP:Iteration 12Q (60033.850000 sec): 3 clusters
  Score: Raw -5286298.405395 + Penalty 12150.795034 = -5274147.610361
  nChanged 623
		SP:Iteration 13Q (60034.010000 sec): 3 clusters
  Score: Raw -5286635.488970 + Penalty 12150.795034 = -5274484.693936
  nChanged 637
		SP:Iteration 14Q (60034.160000 sec): 3 clusters
  Score: Raw -5287018.977752 + Penalty 12150.795034 = -5274868.182718
  nChanged 656
		SP:Iteration 15Q (60034.310000 sec): 3 clusters
  Score: Raw -5287422.087005 + Penalty 12150.795034 = -5275271.291971
  nChanged 631
		SP:Iteration 16Q (60034.470000 sec): 3 clusters
  Score: Raw -5287840.379083 + Penalty 12150.795034 = -5275689.584049
  nChanged 567
		SP:Iteration 17Q (60034.620000 sec): 3 clusters
  Score: Raw -5288233.013488 + Penalty 12150.795034 = -5276082.218454
  nChanged 543
		SP:Iteration 18Q (60034.770000 sec): 3 clusters
  Score: Raw -5288634.969640 + Penalty 12150.795034 = -5276484.174606
  nChanged 476
		SP:Iteration 19Q (60034.930000 sec): 3 clusters
  Score: Raw -5288981.875720 + Penalty 12150.795034 = -5276831.080686
  nChanged 396
		SP:Iteration 20F (60035.080000 sec): 3 clusters
  Score: Raw -5289254.415426 + Penalty 12150.795034 = -5277103.620392
  nChanged 296
		SP:Iteration 21Q (60035.230000 sec): 3 clusters
  Score: Raw -5289469.252684 + Penalty 12150.795034 = -5277318.457650
  nChanged 227
		SP:Iteration 22Q (60035.380000 sec): 3 clusters
  Score: Raw -5289645.394932 + Penalty 12150.795034 = -5277494.599898
  nChanged 189
		SP:Iteration 23Q (60035.520000 sec): 3 clusters
  Score: Raw -5289783.988064 + Penalty 12150.795034 = -5277633.193030
  nChanged 147
		SP:Iteration 24Q (60035.670000 sec): 3 clusters
  Score: Raw -5289882.574837 + Penalty 12150.795034 = -5277731.779803
  nChanged 108
		SP:Iteration 25Q (60035.810000 sec): 3 clusters
  Score: Raw -5289962.161243 + Penalty 12150.795034 = -5277811.366209
  nChanged 69
		SP:Iteration 26Q (60035.950000 sec): 3 clusters
  Score: Raw -5290003.972974 + Penalty 12150.795034 = -5277853.177940
  nChanged 52
		SP:Iteration 27Q (60036.090000 sec): 3 clusters
  Score: Raw -5290038.645542 + Penalty 12150.795034 = -5277887.850508
  nChanged 46
		SP:Iteration 28Q (60036.220000 sec): 3 clusters
  Score: Raw -5290068.582475 + Penalty 12150.795034 = -5277917.787442
  nChanged 36
		SP:Iteration 29Q (60036.350000 sec): 3 clusters
  Score: Raw -5290091.314495 + Penalty 12150.795034 = -5277940.519461
  nChanged 22
		SP:Iteration 30Q (60036.490000 sec): 3 clusters
  Score: Raw -5290104.363919 + Penalty 12150.795034 = -5277953.568885
  nChanged 11
		SP:Iteration 31Q (60036.620000 sec): 3 clusters
  Score: Raw -5290111.421537 + Penalty 12150.795034 = -5277960.626504
  nChanged 12
		SP:Iteration 32Q (60036.750000 sec): 3 clusters
  Score: Raw -5290118.985314 + Penalty 12150.795034 = -5277968.190280
  nChanged 10
		SP:Iteration 33Q (60036.890000 sec): 3 clusters
  Score: Raw -5290125.529382 + Penalty 12150.795034 = -5277974.734349
  nChanged 9
		SP:Iteration 34Q (60037.020000 sec): 3 clusters
  Score: Raw -5290131.055202 + Penalty 12150.795034 = -5277980.260168
  nChanged 6
		SP:Iteration 35Q (60037.150000 sec): 3 clusters
  Score: Raw -5290134.063500 + Penalty 12150.795034 = -5277983.268466
  nChanged 3
		SP:Iteration 36Q (60037.280000 sec): 3 clusters
  Score: Raw -5290135.875976 + Penalty 12150.795034 = -5277985.080943
  nChanged 3
		SP:Iteration 37Q (60037.410000 sec): 3 clusters
  Score: Raw -5290137.465678 + Penalty 12150.795034 = -5277986.670644
  nChanged 2
		SP:Iteration 38Q (60037.540000 sec): 3 clusters
  Score: Raw -5290138.809216 + Penalty 12150.795034 = -5277988.014182
  nChanged 1
		SP:Iteration 39Q (60037.670000 sec): 3 clusters
  Score: Raw -5290139.145313 + Penalty 12150.795034 = -5277988.350279
  nChanged 0
		SP:Iteration 40F (60037.830000 sec): 3 clusters
  Score: Raw -5290139.145313 + Penalty 12150.795034 = -5277988.350279
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60037.850000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60037.850000 sec): 3 clusters
  Score: Raw -66741.520820 + Penalty 6825.888689 = -59915.632131
  nChanged 6
		SP:Iteration 1Q (60037.850000 sec): 3 clusters
  Score: Raw -66780.746927 + Penalty 6825.888689 = -59954.858238
  nChanged 1
		SP:Iteration 2Q (60037.850000 sec): 3 clusters
  Score: Raw -66789.063582 + Penalty 6825.888689 = -59963.174893
  nChanged 0
		SP:Iteration 3F (60037.860000 sec): 3 clusters
  Score: Raw -66789.063582 + Penalty 6825.888689 = -59963.174893
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (21469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60038.010000 sec): 2 clusters
  Score: Raw -5688209.109909 + Penalty 6109.298754 = -5682099.811154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60038.170000 sec): 3 clusters
  Score: Raw -5676866.287425 + Penalty 12218.597509 = -5664647.689917
  nChanged 8750
		SP:Iteration 1F (60038.340000 sec): 3 clusters
  Score: Raw -5681597.123808 + Penalty 12218.597509 = -5669378.526300
  nChanged 1389
		SP:Iteration 2F (60038.500000 sec): 3 clusters
  Score: Raw -5682258.539410 + Penalty 12218.597509 = -5670039.941902
  nChanged 1060
		SP:Iteration 3Q (60038.670000 sec): 3 clusters
  Score: Raw -5682700.391797 + Penalty 12218.597509 = -5670481.794288
  nChanged 785
		SP:Iteration 4Q (60038.830000 sec): 3 clusters
  Score: Raw -5682995.098134 + Penalty 12218.597509 = -5670776.500625
  nChanged 606
		SP:Iteration 5Q (60038.990000 sec): 3 clusters
  Score: Raw -5683203.394334 + Penalty 12218.597509 = -5670984.796825
  nChanged 487
		SP:Iteration 6Q (60039.160000 sec): 3 clusters
  Score: Raw -5683351.759128 + Penalty 12218.597509 = -5671133.161619
  nChanged 375
		SP:Iteration 7Q (60039.320000 sec): 3 clusters
  Score: Raw -5683464.373539 + Penalty 12218.597509 = -5671245.776031
  nChanged 375
		SP:Iteration 8Q (60039.490000 sec): 3 clusters
  Score: Raw -5683572.275923 + Penalty 12218.597509 = -5671353.678414
  nChanged 320
		SP:Iteration 9Q (60039.650000 sec): 3 clusters
  Score: Raw -5683654.562156 + Penalty 12218.597509 = -5671435.964647
  nChanged 289
		SP:Iteration 10Q (60039.820000 sec): 3 clusters
  Score: Raw -5683732.535100 + Penalty 12218.597509 = -5671513.937591
  nChanged 284
		SP:Iteration 11Q (60039.980000 sec): 3 clusters
  Score: Raw -5683810.722103 + Penalty 12218.597509 = -5671592.124594
  nChanged 291
		SP:Iteration 12Q (60040.140000 sec): 3 clusters
  Score: Raw -5683897.437777 + Penalty 12218.597509 = -5671678.840268
  nChanged 292
		SP:Iteration 13Q (60040.300000 sec): 3 clusters
  Score: Raw -5683982.636691 + Penalty 12218.597509 = -5671764.039182
  nChanged 276
		SP:Iteration 14Q (60040.460000 sec): 3 clusters
  Score: Raw -5684057.477659 + Penalty 12218.597509 = -5671838.880151
  nChanged 266
		SP:Iteration 15Q (60040.620000 sec): 3 clusters
  Score: Raw -5684131.980175 + Penalty 12218.597509 = -5671913.382667
  nChanged 267
		SP:Iteration 16Q (60040.770000 sec): 3 clusters
  Score: Raw -5684217.672430 + Penalty 12218.597509 = -5671999.074922
  nChanged 325
		SP:Iteration 17Q (60040.940000 sec): 3 clusters
  Score: Raw -5684327.839439 + Penalty 12218.597509 = -5672109.241931
  nChanged 385
		SP:Iteration 18Q (60041.100000 sec): 3 clusters
  Score: Raw -5684473.296789 + Penalty 12218.597509 = -5672254.699280
  nChanged 461
		SP:Iteration 19Q (60041.260000 sec): 3 clusters
  Score: Raw -5684649.060256 + Penalty 12218.597509 = -5672430.462747
  nChanged 506
		SP:Iteration 20F (60041.430000 sec): 3 clusters
  Score: Raw -5684869.876583 + Penalty 12218.597509 = -5672651.279075
  nChanged 571
		SP:Iteration 21Q (60041.590000 sec): 3 clusters
  Score: Raw -5685125.780545 + Penalty 12218.597509 = -5672907.183037
  nChanged 632
		SP:Iteration 22Q (60041.760000 sec): 3 clusters
  Score: Raw -5685461.474694 + Penalty 12218.597509 = -5673242.877185
  nChanged 730
		SP:Iteration 23Q (60041.920000 sec): 3 clusters
  Score: Raw -5685861.199804 + Penalty 12218.597509 = -5673642.602295
  nChanged 722
		SP:Iteration 24Q (60042.080000 sec): 3 clusters
  Score: Raw -5686294.588277 + Penalty 12218.597509 = -5674075.990768
  nChanged 768
		SP:Iteration 25Q (60042.240000 sec): 3 clusters
  Score: Raw -5686779.113546 + Penalty 12218.597509 = -5674560.516037
  nChanged 708
		SP:Iteration 26Q (60042.400000 sec): 3 clusters
  Score: Raw -5687214.882314 + Penalty 12218.597509 = -5674996.284805
  nChanged 639
		SP:Iteration 27Q (60042.560000 sec): 3 clusters
  Score: Raw -5687604.505080 + Penalty 12218.597509 = -5675385.907571
  nChanged 571
		SP:Iteration 28Q (60042.720000 sec): 3 clusters
  Score: Raw -5687957.111901 + Penalty 12218.597509 = -5675738.514392
  nChanged 491
		SP:Iteration 29Q (60042.870000 sec): 3 clusters
  Score: Raw -5688249.941495 + Penalty 12218.597509 = -5676031.343986
  nChanged 402
		SP:Iteration 30Q (60043.020000 sec): 3 clusters
  Score: Raw -5688501.657200 + Penalty 12218.597509 = -5676283.059692
  nChanged 299
		SP:Iteration 31Q (60043.170000 sec): 3 clusters
  Score: Raw -5688666.951533 + Penalty 12218.597509 = -5676448.354024
  nChanged 234
		SP:Iteration 32Q (60043.320000 sec): 3 clusters
  Score: Raw -5688793.248127 + Penalty 12218.597509 = -5676574.650618
  nChanged 195
		SP:Iteration 33Q (60043.470000 sec): 3 clusters
  Score: Raw -5688892.283274 + Penalty 12218.597509 = -5676673.685765
  nChanged 142
		SP:Iteration 34Q (60043.620000 sec): 3 clusters
  Score: Raw -5688962.834312 + Penalty 12218.597509 = -5676744.236803
  nChanged 118
		SP:Iteration 35Q (60043.770000 sec): 3 clusters
  Score: Raw -5689023.355322 + Penalty 12218.597509 = -5676804.757813
  nChanged 86
		SP:Iteration 36Q (60043.920000 sec): 3 clusters
  Score: Raw -5689070.871310 + Penalty 12218.597509 = -5676852.273801
  nChanged 88
		SP:Iteration 37Q (60044.070000 sec): 3 clusters
  Score: Raw -5689119.785762 + Penalty 12218.597509 = -5676901.188253
  nChanged 73
		SP:Iteration 38Q (60044.220000 sec): 3 clusters
  Score: Raw -5689160.144220 + Penalty 12218.597509 = -5676941.546711
  nChanged 73
		SP:Iteration 39Q (60044.360000 sec): 3 clusters
  Score: Raw -5689201.380773 + Penalty 12218.597509 = -5676982.783265
  nChanged 63
		SP:Iteration 40F (60044.530000 sec): 3 clusters
  Score: Raw -5689235.206085 + Penalty 12218.597509 = -5677016.608576
  nChanged 43
		SP:Iteration 41Q (60044.680000 sec): 3 clusters
  Score: Raw -5689256.567211 + Penalty 12218.597509 = -5677037.969703
  nChanged 24
		SP:Iteration 42Q (60044.820000 sec): 3 clusters
  Score: Raw -5689269.105144 + Penalty 12218.597509 = -5677050.507635
  nChanged 29
		SP:Iteration 43Q (60044.960000 sec): 3 clusters
  Score: Raw -5689285.532762 + Penalty 12218.597509 = -5677066.935253
  nChanged 29
		SP:Iteration 44Q (60045.110000 sec): 3 clusters
  Score: Raw -5689301.198014 + Penalty 12218.597509 = -5677082.600505
  nChanged 26
		SP:Iteration 45Q (60045.260000 sec): 3 clusters
  Score: Raw -5689313.504458 + Penalty 12218.597509 = -5677094.906949
  nChanged 23
		SP:Iteration 46Q (60045.400000 sec): 3 clusters
  Score: Raw -5689322.923633 + Penalty 12218.597509 = -5677104.326125
  nChanged 14
		SP:Iteration 47Q (60045.540000 sec): 3 clusters
  Score: Raw -5689330.287819 + Penalty 12218.597509 = -5677111.690311
  nChanged 13
		SP:Iteration 48Q (60045.690000 sec): 3 clusters
  Score: Raw -5689338.295147 + Penalty 12218.597509 = -5677119.697638
  nChanged 17
		SP:Iteration 49Q (60045.830000 sec): 3 clusters
  Score: Raw -5689347.264871 + Penalty 12218.597509 = -5677128.667362
  nChanged 25
		SP:Iteration 50Q (60045.970000 sec): 3 clusters
  Score: Raw -5689361.123673 + Penalty 12218.597509 = -5677142.526164
  nChanged 16
		SP:Iteration 51Q (60046.120000 sec): 3 clusters
  Score: Raw -5689367.669783 + Penalty 12218.597509 = -5677149.072275
  nChanged 8
		SP:Iteration 52Q (60046.260000 sec): 3 clusters
  Score: Raw -5689370.898478 + Penalty 12218.597509 = -5677152.300969
  nChanged 6
		SP:Iteration 53Q (60046.400000 sec): 3 clusters
  Score: Raw -5689373.818639 + Penalty 12218.597509 = -5677155.221130
  nChanged 5
		SP:Iteration 54Q (60046.540000 sec): 3 clusters
  Score: Raw -5689375.776727 + Penalty 12218.597509 = -5677157.179218
  nChanged 1
		SP:Iteration 55Q (60046.690000 sec): 3 clusters
  Score: Raw -5689376.235808 + Penalty 12218.597509 = -5677157.638299
  nChanged 1
		SP:Iteration 56Q (60046.830000 sec): 3 clusters
  Score: Raw -5689376.667301 + Penalty 12218.597509 = -5677158.069792
  nChanged 3
		SP:Iteration 57Q (60046.970000 sec): 3 clusters
  Score: Raw -5689378.544391 + Penalty 12218.597509 = -5677159.946883
  nChanged 6
		SP:Iteration 58Q (60047.110000 sec): 3 clusters
  Score: Raw -5689382.070259 + Penalty 12218.597509 = -5677163.472750
  nChanged 2
		SP:Iteration 59Q (60047.260000 sec): 3 clusters
  Score: Raw -5689382.934707 + Penalty 12218.597509 = -5677164.337198
  nChanged 2
		SP:Iteration 60F (60047.420000 sec): 3 clusters
  Score: Raw -5689383.481550 + Penalty 12218.597509 = -5677164.884042
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (436920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60050.360000 sec): 2 clusters
  Score: Raw -115750343.115101 + Penalty 7954.847052 = -115742388.268049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60053.660000 sec): 3 clusters
  Score: Raw -115465564.931197 + Penalty 15909.694104 = -115449655.237093
  nChanged 209433
		SP:Iteration 1F (60056.920000 sec): 3 clusters
  Score: Raw -115587492.304323 + Penalty 15909.694104 = -115571582.610219
  nChanged 10482
		SP:Iteration 2Q (60060.170000 sec): 3 clusters
  Score: Raw -115589213.918417 + Penalty 15909.694104 = -115573304.224313
  nChanged 10479
		SP:Iteration 3Q (60063.420000 sec): 3 clusters
  Score: Raw -115591061.878481 + Penalty 15909.694104 = -115575152.184377
  nChanged 10917
		SP:Iteration 4Q (60066.680000 sec): 3 clusters
  Score: Raw -115593253.992793 + Penalty 15909.694104 = -115577344.298689
  nChanged 11706
		SP:Iteration 5Q (60069.920000 sec): 3 clusters
  Score: Raw -115595999.566470 + Penalty 15909.694104 = -115580089.872366
  nChanged 13222
		SP:Iteration 6Q (60073.170000 sec): 3 clusters
  Score: Raw -115599952.539067 + Penalty 15909.694104 = -115584042.844963
  nChanged 16382
		SP:Iteration 7Q (60076.530000 sec): 3 clusters
  Score: Raw -115606402.865336 + Penalty 15909.694104 = -115590493.171232
  nChanged 21712
		SP:Iteration 8Q (60079.920000 sec): 3 clusters
  Score: Raw -115617661.177403 + Penalty 15909.694104 = -115601751.483299
  nChanged 28550
		SP:Iteration 9F (60083.270000 sec): 3 clusters
  Score: Raw -115636757.651647 + Penalty 15909.694104 = -115620847.957543
  nChanged 35122
		SP:Iteration 10F (60086.580000 sec): 3 clusters
  Score: Raw -115665230.270024 + Penalty 15909.694104 = -115649320.575921
  nChanged 36486
		SP:Iteration 11F (60089.780000 sec): 3 clusters
  Score: Raw -115698642.429671 + Penalty 15909.694104 = -115682732.735568
  nChanged 29193
		SP:Iteration 12F (60092.980000 sec): 3 clusters
  Score: Raw -115726376.373977 + Penalty 15909.694104 = -115710466.679873
  nChanged 16742
		SP:Iteration 13Q (60095.800000 sec): 3 clusters
  Score: Raw -115741840.156515 + Penalty 15909.694104 = -115725930.462411
  nChanged 6932
		SP:Iteration 14Q (60098.350000 sec): 3 clusters
  Score: Raw -115747901.132097 + Penalty 15909.694104 = -115731991.437993
  nChanged 2281
		SP:Iteration 15Q (60100.680000 sec): 3 clusters
  Score: Raw -115749913.399446 + Penalty 15909.694104 = -115734003.705342
  nChanged 728
		SP:Iteration 16Q (60102.970000 sec): 3 clusters
  Score: Raw -115750608.228614 + Penalty 15909.694104 = -115734698.534510
  nChanged 284
		SP:Iteration 17Q (60105.170000 sec): 3 clusters
  Score: Raw -115750898.735424 + Penalty 15909.694104 = -115734989.041320
  nChanged 142
		SP:Iteration 18Q (60107.310000 sec): 3 clusters
  Score: Raw -115751042.932739 + Penalty 15909.694104 = -115735133.238635
  nChanged 71
		SP:Iteration 19Q (60109.440000 sec): 3 clusters
  Score: Raw -115751121.460328 + Penalty 15909.694104 = -115735211.766224
  nChanged 50
		SP:Iteration 20F (60112.630000 sec): 3 clusters
  Score: Raw -115751178.070401 + Penalty 15909.694104 = -115735268.376297
  nChanged 24
		SP:Iteration 21Q (60114.750000 sec): 3 clusters
  Score: Raw -115751201.940943 + Penalty 15909.694104 = -115735292.246839
  nChanged 16
		SP:Iteration 22Q (60116.880000 sec): 3 clusters
  Score: Raw -115751219.845185 + Penalty 15909.694104 = -115735310.151081
  nChanged 13
		SP:Iteration 23Q (60119.000000 sec): 3 clusters
  Score: Raw -115751231.477010 + Penalty 15909.694104 = -115735321.782906
  nChanged 8
		SP:Iteration 24Q (60121.160000 sec): 3 clusters
  Score: Raw -115751242.358216 + Penalty 15909.694104 = -115735332.664112
  nChanged 9
		SP:Iteration 25Q (60123.270000 sec): 3 clusters
  Score: Raw -115751255.741029 + Penalty 15909.694104 = -115735346.046925
  nChanged 10
		SP:Iteration 26Q (60125.390000 sec): 3 clusters
  Score: Raw -115751267.859391 + Penalty 15909.694104 = -115735358.165288
  nChanged 6
		SP:Iteration 27Q (60127.500000 sec): 3 clusters
  Score: Raw -115751273.797083 + Penalty 15909.694104 = -115735364.102979
  nChanged 6
		SP:Iteration 28Q (60129.610000 sec): 3 clusters
  Score: Raw -115751279.348010 + Penalty 15909.694104 = -115735369.653906
  nChanged 5
		SP:Iteration 29Q (60131.730000 sec): 3 clusters
  Score: Raw -115751283.123309 + Penalty 15909.694104 = -115735373.429205
  nChanged 5
		SP:Iteration 30Q (60133.850000 sec): 3 clusters
  Score: Raw -115751287.639615 + Penalty 15909.694104 = -115735377.945511
  nChanged 3
		SP:Iteration 31Q (60135.960000 sec): 3 clusters
  Score: Raw -115751290.018370 + Penalty 15909.694104 = -115735380.324267
  nChanged 0
		SP:Iteration 32F (60139.130000 sec): 3 clusters
  Score: Raw -115751290.018370 + Penalty 15909.694104 = -115735380.324267
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60139.750000 sec): 2 clusters
  Score: Raw -16066553.556254 + Penalty 6743.008027 = -16059810.548227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60140.180000 sec): 3 clusters
  Score: Raw -16031165.792113 + Penalty 13486.016054 = -16017679.776059
  nChanged 26884
		SP:Iteration 1F (60140.620000 sec): 3 clusters
  Score: Raw -16045687.147403 + Penalty 13486.016054 = -16032201.131349
  nChanged 3204
		SP:Iteration 2F (60141.060000 sec): 3 clusters
  Score: Raw -16046875.118388 + Penalty 13486.016054 = -16033389.102333
  nChanged 2823
		SP:Iteration 3Q (60141.500000 sec): 3 clusters
  Score: Raw -16047869.859498 + Penalty 13486.016054 = -16034383.843444
  nChanged 2468
		SP:Iteration 4Q (60141.950000 sec): 3 clusters
  Score: Raw -16048705.440269 + Penalty 13486.016054 = -16035219.424214
  nChanged 2292
		SP:Iteration 5Q (60142.390000 sec): 3 clusters
  Score: Raw -16049510.294843 + Penalty 13486.016054 = -16036024.278788
  nChanged 2274
		SP:Iteration 6Q (60142.830000 sec): 3 clusters
  Score: Raw -16050365.144884 + Penalty 13486.016054 = -16036879.128830
  nChanged 2298
		SP:Iteration 7Q (60143.270000 sec): 3 clusters
  Score: Raw -16051248.016694 + Penalty 13486.016054 = -16037762.000639
  nChanged 2238
		SP:Iteration 8Q (60143.710000 sec): 3 clusters
  Score: Raw -16052086.801291 + Penalty 13486.016054 = -16038600.785236
  nChanged 2201
		SP:Iteration 9Q (60144.150000 sec): 3 clusters
  Score: Raw -16052927.271630 + Penalty 13486.016054 = -16039441.255575
  nChanged 2076
		SP:Iteration 10Q (60144.600000 sec): 3 clusters
  Score: Raw -16053714.439543 + Penalty 13486.016054 = -16040228.423489
  nChanged 1958
		SP:Iteration 11Q (60145.040000 sec): 3 clusters
  Score: Raw -16054437.214056 + Penalty 13486.016054 = -16040951.198002
  nChanged 1863
		SP:Iteration 12Q (60145.500000 sec): 3 clusters
  Score: Raw -16055085.619097 + Penalty 13486.016054 = -16041599.603043
  nChanged 1692
		SP:Iteration 13Q (60145.960000 sec): 3 clusters
  Score: Raw -16055639.603066 + Penalty 13486.016054 = -16042153.587011
  nChanged 1497
		SP:Iteration 14Q (60146.420000 sec): 3 clusters
  Score: Raw -16056094.085755 + Penalty 13486.016054 = -16042608.069701
  nChanged 1361
		SP:Iteration 15Q (60146.870000 sec): 3 clusters
  Score: Raw -16056514.596905 + Penalty 13486.016054 = -16043028.580850
  nChanged 1352
		SP:Iteration 16Q (60147.330000 sec): 3 clusters
  Score: Raw -16056931.862322 + Penalty 13486.016054 = -16043445.846268
  nChanged 1329
		SP:Iteration 17Q (60147.780000 sec): 3 clusters
  Score: Raw -16057366.535116 + Penalty 13486.016054 = -16043880.519061
  nChanged 1364
		SP:Iteration 18Q (60148.240000 sec): 3 clusters
  Score: Raw -16057817.417209 + Penalty 13486.016054 = -16044331.401155
  nChanged 1395
		SP:Iteration 19Q (60148.690000 sec): 3 clusters
  Score: Raw -16058311.757001 + Penalty 13486.016054 = -16044825.740947
  nChanged 1461
		SP:Iteration 20F (60149.140000 sec): 3 clusters
  Score: Raw -16058856.710214 + Penalty 13486.016054 = -16045370.694159
  nChanged 1595
		SP:Iteration 21Q (60149.590000 sec): 3 clusters
  Score: Raw -16059517.321535 + Penalty 13486.016054 = -16046031.305481
  nChanged 1696
		SP:Iteration 22Q (60150.040000 sec): 3 clusters
  Score: Raw -16060248.670769 + Penalty 13486.016054 = -16046762.654714
  nChanged 1731
		SP:Iteration 23Q (60150.480000 sec): 3 clusters
  Score: Raw -16061003.191150 + Penalty 13486.016054 = -16047517.175096
  nChanged 1736
		SP:Iteration 24Q (60150.910000 sec): 3 clusters
  Score: Raw -16061797.322344 + Penalty 13486.016054 = -16048311.306290
  nChanged 1751
		SP:Iteration 25Q (60151.340000 sec): 3 clusters
  Score: Raw -16062636.416482 + Penalty 13486.016054 = -16049150.400428
  nChanged 1680
		SP:Iteration 26Q (60151.740000 sec): 3 clusters
  Score: Raw -16063465.415798 + Penalty 13486.016054 = -16049979.399744
  nChanged 1547
		SP:Iteration 27Q (60152.140000 sec): 3 clusters
  Score: Raw -16064267.761629 + Penalty 13486.016054 = -16050781.745575
  nChanged 1373
		SP:Iteration 28Q (60152.540000 sec): 3 clusters
  Score: Raw -16064987.874864 + Penalty 13486.016054 = -16051501.858810
  nChanged 1175
		SP:Iteration 29Q (60152.920000 sec): 3 clusters
  Score: Raw -16065605.762892 + Penalty 13486.016054 = -16052119.746837
  nChanged 950
		SP:Iteration 30Q (60153.300000 sec): 3 clusters
  Score: Raw -16066074.682919 + Penalty 13486.016054 = -16052588.666865
  nChanged 754
		SP:Iteration 31Q (60153.670000 sec): 3 clusters
  Score: Raw -16066457.970424 + Penalty 13486.016054 = -16052971.954370
  nChanged 641
		SP:Iteration 32Q (60154.030000 sec): 3 clusters
  Score: Raw -16066790.961776 + Penalty 13486.016054 = -16053304.945722
  nChanged 499
		SP:Iteration 33Q (60154.380000 sec): 3 clusters
  Score: Raw -16067040.831032 + Penalty 13486.016054 = -16053554.814978
  nChanged 385
		SP:Iteration 34Q (60154.740000 sec): 3 clusters
  Score: Raw -16067247.016192 + Penalty 13486.016054 = -16053761.000138
  nChanged 299
		SP:Iteration 35Q (60155.080000 sec): 3 clusters
  Score: Raw -16067395.590262 + Penalty 13486.016054 = -16053909.574208
  nChanged 265
		SP:Iteration 36Q (60155.420000 sec): 3 clusters
  Score: Raw -16067534.832217 + Penalty 13486.016054 = -16054048.816162
  nChanged 208
		SP:Iteration 37Q (60155.760000 sec): 3 clusters
  Score: Raw -16067646.815677 + Penalty 13486.016054 = -16054160.799622
  nChanged 181
		SP:Iteration 38Q (60156.100000 sec): 3 clusters
  Score: Raw -16067742.084746 + Penalty 13486.016054 = -16054256.068692
  nChanged 149
		SP:Iteration 39Q (60156.440000 sec): 3 clusters
  Score: Raw -16067818.178555 + Penalty 13486.016054 = -16054332.162501
  nChanged 124
		SP:Iteration 40F (60156.870000 sec): 3 clusters
  Score: Raw -16067882.718200 + Penalty 13486.016054 = -16054396.702146
  nChanged 109
		SP:Iteration 41Q (60157.200000 sec): 3 clusters
  Score: Raw -16067941.239317 + Penalty 13486.016054 = -16054455.223262
  nChanged 106
		SP:Iteration 42Q (60157.540000 sec): 3 clusters
  Score: Raw -16067996.831702 + Penalty 13486.016054 = -16054510.815648
  nChanged 80
		SP:Iteration 43Q (60157.860000 sec): 3 clusters
  Score: Raw -16068036.737314 + Penalty 13486.016054 = -16054550.721260
  nChanged 59
		SP:Iteration 44Q (60158.190000 sec): 3 clusters
  Score: Raw -16068066.201620 + Penalty 13486.016054 = -16054580.185565
  nChanged 52
		SP:Iteration 45Q (60158.520000 sec): 3 clusters
  Score: Raw -16068090.454733 + Penalty 13486.016054 = -16054604.438679
  nChanged 57
		SP:Iteration 46Q (60158.850000 sec): 3 clusters
  Score: Raw -16068121.705421 + Penalty 13486.016054 = -16054635.689367
  nChanged 75
		SP:Iteration 47Q (60159.170000 sec): 3 clusters
  Score: Raw -16068159.629008 + Penalty 13486.016054 = -16054673.612953
  nChanged 66
		SP:Iteration 48Q (60159.500000 sec): 3 clusters
  Score: Raw -16068197.674338 + Penalty 13486.016054 = -16054711.658284
  nChanged 55
		SP:Iteration 49Q (60159.820000 sec): 3 clusters
  Score: Raw -16068228.368336 + Penalty 13486.016054 = -16054742.352281
  nChanged 47
		SP:Iteration 50Q (60160.150000 sec): 3 clusters
  Score: Raw -16068254.077021 + Penalty 13486.016054 = -16054768.060967
  nChanged 48
		SP:Iteration 51Q (60160.470000 sec): 3 clusters
  Score: Raw -16068283.252576 + Penalty 13486.016054 = -16054797.236522
  nChanged 57
		SP:Iteration 52Q (60160.790000 sec): 3 clusters
  Score: Raw -16068315.939827 + Penalty 13486.016054 = -16054829.923772
  nChanged 46
		SP:Iteration 53Q (60161.120000 sec): 3 clusters
  Score: Raw -16068346.202667 + Penalty 13486.016054 = -16054860.186613
  nChanged 50
		SP:Iteration 54Q (60161.440000 sec): 3 clusters
  Score: Raw -16068374.029025 + Penalty 13486.016054 = -16054888.012971
  nChanged 49
		SP:Iteration 55Q (60161.770000 sec): 3 clusters
  Score: Raw -16068400.854322 + Penalty 13486.016054 = -16054914.838268
  nChanged 35
		SP:Iteration 56Q (60162.100000 sec): 3 clusters
  Score: Raw -16068420.781853 + Penalty 13486.016054 = -16054934.765799
  nChanged 25
		SP:Iteration 57Q (60162.440000 sec): 3 clusters
  Score: Raw -16068434.268676 + Penalty 13486.016054 = -16054948.252622
  nChanged 32
		SP:Iteration 58Q (60162.770000 sec): 3 clusters
  Score: Raw -16068450.139532 + Penalty 13486.016054 = -16054964.123478
  nChanged 25
		SP:Iteration 59Q (60163.100000 sec): 3 clusters
  Score: Raw -16068460.760415 + Penalty 13486.016054 = -16054974.744361
  nChanged 11
		SP:Iteration 60F (60163.550000 sec): 3 clusters
  Score: Raw -16068466.408814 + Penalty 13486.016054 = -16054980.392759
  nChanged 9
		SP:Iteration 61Q (60163.870000 sec): 3 clusters
  Score: Raw -16068470.542622 + Penalty 13486.016054 = -16054984.526567
  nChanged 10
		SP:Iteration 62Q (60164.200000 sec): 3 clusters
  Score: Raw -16068475.052728 + Penalty 13486.016054 = -16054989.036674
  nChanged 16
		SP:Iteration 63Q (60164.520000 sec): 3 clusters
  Score: Raw -16068482.871313 + Penalty 13486.016054 = -16054996.855259
  nChanged 19
		SP:Iteration 64Q (60164.840000 sec): 3 clusters
  Score: Raw -16068491.469108 + Penalty 13486.016054 = -16055005.453054
  nChanged 13
		SP:Iteration 65Q (60165.160000 sec): 3 clusters
  Score: Raw -16068497.560802 + Penalty 13486.016054 = -16055011.544748
  nChanged 10
		SP:Iteration 66Q (60165.480000 sec): 3 clusters
  Score: Raw -16068501.630172 + Penalty 13486.016054 = -16055015.614118
  nChanged 6
		SP:Iteration 67Q (60165.800000 sec): 3 clusters
  Score: Raw -16068504.015825 + Penalty 13486.016054 = -16055017.999770
  nChanged 6
		SP:Iteration 68Q (60166.110000 sec): 3 clusters
  Score: Raw -16068506.904554 + Penalty 13486.016054 = -16055020.888500
  nChanged 4
		SP:Iteration 69Q (60166.430000 sec): 3 clusters
  Score: Raw -16068508.753359 + Penalty 13486.016054 = -16055022.737305
  nChanged 4
		SP:Iteration 70Q (60166.750000 sec): 3 clusters
  Score: Raw -16068510.053696 + Penalty 13486.016054 = -16055024.037642
  nChanged 3
		SP:Iteration 71Q (60167.070000 sec): 3 clusters
  Score: Raw -16068511.157813 + Penalty 13486.016054 = -16055025.141759
  nChanged 1
		SP:Iteration 72Q (60167.390000 sec): 3 clusters
  Score: Raw -16068511.531555 + Penalty 13486.016054 = -16055025.515501
  nChanged 2
		SP:Iteration 73Q (60167.710000 sec): 3 clusters
  Score: Raw -16068512.693236 + Penalty 13486.016054 = -16055026.677182
  nChanged 1
		SP:Iteration 74Q (60168.030000 sec): 3 clusters
  Score: Raw -16068513.159273 + Penalty 13486.016054 = -16055027.143218
  nChanged 1
		SP:Iteration 75Q (60168.350000 sec): 3 clusters
  Score: Raw -16068513.488767 + Penalty 13486.016054 = -16055027.472712
  nChanged 0
		SP:Iteration 76F (60168.790000 sec): 3 clusters
  Score: Raw -16068513.488767 + Penalty 13486.016054 = -16055027.472712
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60168.910000 sec): 2 clusters
  Score: Raw -4003796.053716 + Penalty 5904.765243 = -3997891.288473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60169.030000 sec): 3 clusters
  Score: Raw -3996286.497664 + Penalty 11809.530486 = -3984476.967177
  nChanged 6048
		SP:Iteration 1F (60169.140000 sec): 3 clusters
  Score: Raw -3999804.286018 + Penalty 11809.530486 = -3987994.755532
  nChanged 1172
		SP:Iteration 2F (60169.250000 sec): 3 clusters
  Score: Raw -4000573.023385 + Penalty 11809.530486 = -3988763.492899
  nChanged 862
		SP:Iteration 3F (60169.360000 sec): 3 clusters
  Score: Raw -4001108.436644 + Penalty 11809.530486 = -3989298.906158
  nChanged 713
		SP:Iteration 4Q (60169.470000 sec): 3 clusters
  Score: Raw -4001568.924887 + Penalty 11809.530486 = -3989759.394401
  nChanged 632
		SP:Iteration 5Q (60169.580000 sec): 3 clusters
  Score: Raw -4001967.699833 + Penalty 11809.530486 = -3990158.169347
  nChanged 584
		SP:Iteration 6Q (60169.690000 sec): 3 clusters
  Score: Raw -4002356.004271 + Penalty 11809.530486 = -3990546.473785
  nChanged 610
		SP:Iteration 7Q (60169.810000 sec): 3 clusters
  Score: Raw -4002755.116630 + Penalty 11809.530486 = -3990945.586144
  nChanged 570
		SP:Iteration 8Q (60169.910000 sec): 3 clusters
  Score: Raw -4003142.700418 + Penalty 11809.530486 = -3991333.169932
  nChanged 580
		SP:Iteration 9Q (60170.030000 sec): 3 clusters
  Score: Raw -4003596.489090 + Penalty 11809.530486 = -3991786.958603
  nChanged 641
		SP:Iteration 10Q (60170.140000 sec): 3 clusters
  Score: Raw -4004108.240551 + Penalty 11809.530486 = -3992298.710065
  nChanged 636
		SP:Iteration 11Q (60170.250000 sec): 3 clusters
  Score: Raw -4004620.484598 + Penalty 11809.530486 = -3992810.954111
  nChanged 611
		SP:Iteration 12Q (60170.350000 sec): 3 clusters
  Score: Raw -4005159.612085 + Penalty 11809.530486 = -3993350.081599
  nChanged 601
		SP:Iteration 13Q (60170.460000 sec): 3 clusters
  Score: Raw -4005676.430154 + Penalty 11809.530486 = -3993866.899668
  nChanged 524
		SP:Iteration 14Q (60170.570000 sec): 3 clusters
  Score: Raw -4006151.054209 + Penalty 11809.530486 = -3994341.523722
  nChanged 458
		SP:Iteration 15Q (60170.670000 sec): 3 clusters
  Score: Raw -4006531.965302 + Penalty 11809.530486 = -3994722.434816
  nChanged 364
		SP:Iteration 16Q (60170.780000 sec): 3 clusters
  Score: Raw -4006766.072597 + Penalty 11809.530486 = -3994956.542111
  nChanged 284
		SP:Iteration 17Q (60170.880000 sec): 3 clusters
  Score: Raw -4006939.539407 + Penalty 11809.530486 = -3995130.008921
  nChanged 217
		SP:Iteration 18Q (60170.980000 sec): 3 clusters
  Score: Raw -4007068.036629 + Penalty 11809.530486 = -3995258.506142
  nChanged 184
		SP:Iteration 19Q (60171.080000 sec): 3 clusters
  Score: Raw -4007159.223256 + Penalty 11809.530486 = -3995349.692770
  nChanged 145
		SP:Iteration 20F (60171.190000 sec): 3 clusters
  Score: Raw -4007226.784791 + Penalty 11809.530486 = -3995417.254305
  nChanged 121
		SP:Iteration 21Q (60171.290000 sec): 3 clusters
  Score: Raw -4007270.286414 + Penalty 11809.530486 = -3995460.755928
  nChanged 78
		SP:Iteration 22Q (60171.390000 sec): 3 clusters
  Score: Raw -4007296.693892 + Penalty 11809.530486 = -3995487.163406
  nChanged 61
		SP:Iteration 23Q (60171.490000 sec): 3 clusters
  Score: Raw -4007315.459601 + Penalty 11809.530486 = -3995505.929115
  nChanged 45
		SP:Iteration 24Q (60171.590000 sec): 3 clusters
  Score: Raw -4007326.658753 + Penalty 11809.530486 = -3995517.128267
  nChanged 36
		SP:Iteration 25Q (60171.690000 sec): 3 clusters
  Score: Raw -4007336.140326 + Penalty 11809.530486 = -3995526.609839
  nChanged 26
		SP:Iteration 26Q (60171.790000 sec): 3 clusters
  Score: Raw -4007344.028782 + Penalty 11809.530486 = -3995534.498295
  nChanged 31
		SP:Iteration 27Q (60171.890000 sec): 3 clusters
  Score: Raw -4007352.471717 + Penalty 11809.530486 = -3995542.941231
  nChanged 28
		SP:Iteration 28Q (60171.990000 sec): 3 clusters
  Score: Raw -4007359.056699 + Penalty 11809.530486 = -3995549.526213
  nChanged 19
		SP:Iteration 29Q (60172.090000 sec): 3 clusters
  Score: Raw -4007363.111615 + Penalty 11809.530486 = -3995553.581129
  nChanged 16
		SP:Iteration 30Q (60172.180000 sec): 3 clusters
  Score: Raw -4007366.577649 + Penalty 11809.530486 = -3995557.047163
  nChanged 13
		SP:Iteration 31Q (60172.280000 sec): 3 clusters
  Score: Raw -4007369.797033 + Penalty 11809.530486 = -3995560.266546
  nChanged 11
		SP:Iteration 32Q (60172.380000 sec): 3 clusters
  Score: Raw -4007372.275023 + Penalty 11809.530486 = -3995562.744537
  nChanged 8
		SP:Iteration 33Q (60172.480000 sec): 3 clusters
  Score: Raw -4007374.387078 + Penalty 11809.530486 = -3995564.856592
  nChanged 5
		SP:Iteration 34Q (60172.580000 sec): 3 clusters
  Score: Raw -4007375.434022 + Penalty 11809.530486 = -3995565.903535
  nChanged 6
		SP:Iteration 35Q (60172.670000 sec): 3 clusters
  Score: Raw -4007376.417223 + Penalty 11809.530486 = -3995566.886737
  nChanged 4
		SP:Iteration 36Q (60172.770000 sec): 3 clusters
  Score: Raw -4007377.302189 + Penalty 11809.530486 = -3995567.771703
  nChanged 7
		SP:Iteration 37Q (60172.870000 sec): 3 clusters
  Score: Raw -4007378.410765 + Penalty 11809.530486 = -3995568.880279
  nChanged 5
		SP:Iteration 38Q (60172.970000 sec): 3 clusters
  Score: Raw -4007379.124156 + Penalty 11809.530486 = -3995569.593670
  nChanged 1
		SP:Iteration 39Q (60173.070000 sec): 3 clusters
  Score: Raw -4007379.301402 + Penalty 11809.530486 = -3995569.770916
  nChanged 0
		SP:Iteration 40F (60173.170000 sec): 3 clusters
  Score: Raw -4007379.301402 + Penalty 11809.530486 = -3995569.770916
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60174.610000 sec): 2 clusters
  Score: Raw -57592196.775749 + Penalty 7522.870207 = -57584673.905542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60176.210000 sec): 3 clusters
  Score: Raw -57454797.994095 + Penalty 15045.740415 = -57439752.253680
  nChanged 101362
		SP:Iteration 1F (60177.810000 sec): 3 clusters
  Score: Raw -57512930.040684 + Penalty 15045.740415 = -57497884.300269
  nChanged 7560
		SP:Iteration 2Q (60179.430000 sec): 3 clusters
  Score: Raw -57515106.463559 + Penalty 15045.740415 = -57500060.723144
  nChanged 8402
		SP:Iteration 3Q (60181.100000 sec): 3 clusters
  Score: Raw -57518121.620666 + Penalty 15045.740415 = -57503075.880251
  nChanged 10251
		SP:Iteration 4Q (60182.750000 sec): 3 clusters
  Score: Raw -57522871.443276 + Penalty 15045.740415 = -57507825.702862
  nChanged 12659
		SP:Iteration 5F (60184.350000 sec): 3 clusters
  Score: Raw -57530295.609705 + Penalty 15045.740415 = -57515249.869290
  nChanged 15535
		SP:Iteration 6F (60185.930000 sec): 3 clusters
  Score: Raw -57541607.987309 + Penalty 15045.740415 = -57526562.246894
  nChanged 17023
		SP:Iteration 7F (60187.530000 sec): 3 clusters
  Score: Raw -57556545.525130 + Penalty 15045.740415 = -57541499.784715
  nChanged 15478
		SP:Iteration 8F (60189.120000 sec): 3 clusters
  Score: Raw -57571263.147761 + Penalty 15045.740415 = -57556217.407346
  nChanged 10916
		SP:Iteration 9F (60190.740000 sec): 3 clusters
  Score: Raw -57580838.111053 + Penalty 15045.740415 = -57565792.370639
  nChanged 6615
		SP:Iteration 10Q (60192.210000 sec): 3 clusters
  Score: Raw -57585477.676803 + Penalty 15045.740415 = -57570431.936389
  nChanged 4141
		SP:Iteration 11Q (60193.610000 sec): 3 clusters
  Score: Raw -57587772.443754 + Penalty 15045.740415 = -57572726.703340
  nChanged 2877
		SP:Iteration 12Q (60195.010000 sec): 3 clusters
  Score: Raw -57589196.598035 + Penalty 15045.740415 = -57574150.857620
  nChanged 2172
		SP:Iteration 13Q (60196.320000 sec): 3 clusters
  Score: Raw -57590167.848660 + Penalty 15045.740415 = -57575122.108246
  nChanged 1728
		SP:Iteration 14Q (60197.640000 sec): 3 clusters
  Score: Raw -57590894.754860 + Penalty 15045.740415 = -57575849.014445
  nChanged 1398
		SP:Iteration 15Q (60198.890000 sec): 3 clusters
  Score: Raw -57591459.635328 + Penalty 15045.740415 = -57576413.894913
  nChanged 1163
		SP:Iteration 16Q (60200.120000 sec): 3 clusters
  Score: Raw -57591913.464836 + Penalty 15045.740415 = -57576867.724422
  nChanged 937
		SP:Iteration 17Q (60201.340000 sec): 3 clusters
  Score: Raw -57592284.139828 + Penalty 15045.740415 = -57577238.399414
  nChanged 724
		SP:Iteration 18Q (60202.530000 sec): 3 clusters
  Score: Raw -57592580.118155 + Penalty 15045.740415 = -57577534.377740
  nChanged 594
		SP:Iteration 19Q (60203.700000 sec): 3 clusters
  Score: Raw -57592828.553301 + Penalty 15045.740415 = -57577782.812886
  nChanged 478
		SP:Iteration 20F (60205.300000 sec): 3 clusters
  Score: Raw -57593050.343449 + Penalty 15045.740415 = -57578004.603035
  nChanged 425
		SP:Iteration 21Q (60206.450000 sec): 3 clusters
  Score: Raw -57593273.930818 + Penalty 15045.740415 = -57578228.190403
  nChanged 360
		SP:Iteration 22Q (60207.600000 sec): 3 clusters
  Score: Raw -57593515.854556 + Penalty 15045.740415 = -57578470.114141
  nChanged 327
		SP:Iteration 23Q (60208.740000 sec): 3 clusters
  Score: Raw -57593833.154708 + Penalty 15045.740415 = -57578787.414293
  nChanged 325
		SP:Iteration 24Q (60209.850000 sec): 3 clusters
  Score: Raw -57594322.937376 + Penalty 15045.740415 = -57579277.196961
  nChanged 368
		SP:Iteration 25Q (60210.980000 sec): 3 clusters
  Score: Raw -57595111.854527 + Penalty 15045.740415 = -57580066.114113
  nChanged 379
		SP:Iteration 26Q (60212.070000 sec): 3 clusters
  Score: Raw -57595703.085668 + Penalty 15045.740415 = -57580657.345253
  nChanged 415
		SP:Iteration 27Q (60213.150000 sec): 3 clusters
  Score: Raw -57595964.456299 + Penalty 15045.740415 = -57580918.715884
  nChanged 328
		SP:Iteration 28Q (60214.260000 sec): 3 clusters
  Score: Raw -57596126.745143 + Penalty 15045.740415 = -57581081.004728
  nChanged 275
		SP:Iteration 29Q (60215.380000 sec): 3 clusters
  Score: Raw -57596255.978945 + Penalty 15045.740415 = -57581210.238530
  nChanged 293
		SP:Iteration 30Q (60216.460000 sec): 3 clusters
  Score: Raw -57596385.737892 + Penalty 15045.740415 = -57581339.997478
  nChanged 240
		SP:Iteration 31Q (60217.530000 sec): 3 clusters
  Score: Raw -57596476.313217 + Penalty 15045.740415 = -57581430.572803
  nChanged 200
		SP:Iteration 32Q (60218.600000 sec): 3 clusters
  Score: Raw -57596549.294413 + Penalty 15045.740415 = -57581503.553998
  nChanged 171
		SP:Iteration 33Q (60219.680000 sec): 3 clusters
  Score: Raw -57596605.320259 + Penalty 15045.740415 = -57581559.579845
  nChanged 152
		SP:Iteration 34Q (60220.740000 sec): 3 clusters
  Score: Raw -57596647.578562 + Penalty 15045.740415 = -57581601.838147
  nChanged 122
		SP:Iteration 35Q (60221.820000 sec): 3 clusters
  Score: Raw -57596679.583922 + Penalty 15045.740415 = -57581633.843508
  nChanged 94
		SP:Iteration 36Q (60222.900000 sec): 3 clusters
  Score: Raw -57596702.321301 + Penalty 15045.740415 = -57581656.580887
  nChanged 77
		SP:Iteration 37Q (60223.970000 sec): 3 clusters
  Score: Raw -57596719.857129 + Penalty 15045.740415 = -57581674.116714
  nChanged 83
		SP:Iteration 38Q (60225.050000 sec): 3 clusters
  Score: Raw -57596737.379922 + Penalty 15045.740415 = -57581691.639508
  nChanged 64
		SP:Iteration 39Q (60226.120000 sec): 3 clusters
  Score: Raw -57596749.324827 + Penalty 15045.740415 = -57581703.584413
  nChanged 56
		SP:Iteration 40F (60227.700000 sec): 3 clusters
  Score: Raw -57596761.289667 + Penalty 15045.740415 = -57581715.549252
  nChanged 50
		SP:Iteration 41Q (60228.780000 sec): 3 clusters
  Score: Raw -57596771.140863 + Penalty 15045.740415 = -57581725.400449
  nChanged 50
		SP:Iteration 42Q (60229.860000 sec): 3 clusters
  Score: Raw -57596782.289832 + Penalty 15045.740415 = -57581736.549417
  nChanged 56
		SP:Iteration 43Q (60230.940000 sec): 3 clusters
  Score: Raw -57596794.021707 + Penalty 15045.740415 = -57581748.281292
  nChanged 54
		SP:Iteration 44Q (60232.030000 sec): 3 clusters
  Score: Raw -57596805.478996 + Penalty 15045.740415 = -57581759.738581
  nChanged 48
		SP:Iteration 45Q (60233.110000 sec): 3 clusters
  Score: Raw -57596813.686065 + Penalty 15045.740415 = -57581767.945650
  nChanged 43
		SP:Iteration 46Q (60234.180000 sec): 3 clusters
  Score: Raw -57596820.595704 + Penalty 15045.740415 = -57581774.855289
  nChanged 23
		SP:Iteration 47Q (60235.260000 sec): 3 clusters
  Score: Raw -57596823.958217 + Penalty 15045.740415 = -57581778.217802
  nChanged 23
		SP:Iteration 48Q (60236.330000 sec): 3 clusters
  Score: Raw -57596827.872396 + Penalty 15045.740415 = -57581782.131981
  nChanged 19
		SP:Iteration 49Q (60237.410000 sec): 3 clusters
  Score: Raw -57596831.041032 + Penalty 15045.740415 = -57581785.300618
  nChanged 21
		SP:Iteration 50Q (60238.480000 sec): 3 clusters
  Score: Raw -57596834.026378 + Penalty 15045.740415 = -57581788.285964
  nChanged 18
		SP:Iteration 51Q (60239.570000 sec): 3 clusters
  Score: Raw -57596836.944963 + Penalty 15045.740415 = -57581791.204549
  nChanged 20
		SP:Iteration 52Q (60240.640000 sec): 3 clusters
  Score: Raw -57596840.298130 + Penalty 15045.740415 = -57581794.557715
  nChanged 19
		SP:Iteration 53Q (60241.720000 sec): 3 clusters
  Score: Raw -57596843.617956 + Penalty 15045.740415 = -57581797.877541
  nChanged 18
		SP:Iteration 54Q (60242.790000 sec): 3 clusters
  Score: Raw -57596846.469741 + Penalty 15045.740415 = -57581800.729326
  nChanged 13
		SP:Iteration 55Q (60243.870000 sec): 3 clusters
  Score: Raw -57596848.103200 + Penalty 15045.740415 = -57581802.362785
  nChanged 7
		SP:Iteration 56Q (60244.940000 sec): 3 clusters
  Score: Raw -57596848.932839 + Penalty 15045.740415 = -57581803.192424
  nChanged 7
		SP:Iteration 57Q (60246.020000 sec): 3 clusters
  Score: Raw -57596850.026154 + Penalty 15045.740415 = -57581804.285739
  nChanged 11
		SP:Iteration 58Q (60247.100000 sec): 3 clusters
  Score: Raw -57596851.587078 + Penalty 15045.740415 = -57581805.846663
  nChanged 9
		SP:Iteration 59Q (60248.170000 sec): 3 clusters
  Score: Raw -57596852.817650 + Penalty 15045.740415 = -57581807.077236
  nChanged 11
		SP:Iteration 60F (60249.740000 sec): 3 clusters
  Score: Raw -57596854.495069 + Penalty 15045.740415 = -57581808.754655
  nChanged 13
		SP:Iteration 61Q (60250.830000 sec): 3 clusters
  Score: Raw -57596856.155718 + Penalty 15045.740415 = -57581810.415304
  nChanged 8
		SP:Iteration 62Q (60251.920000 sec): 3 clusters
  Score: Raw -57596857.130514 + Penalty 15045.740415 = -57581811.390099
  nChanged 5
		SP:Iteration 63Q (60253.010000 sec): 3 clusters
  Score: Raw -57596857.776326 + Penalty 15045.740415 = -57581812.035912
  nChanged 2
		SP:Iteration 64Q (60254.100000 sec): 3 clusters
  Score: Raw -57596858.192570 + Penalty 15045.740415 = -57581812.452156
  nChanged 2
		SP:Iteration 65Q (60255.180000 sec): 3 clusters
  Score: Raw -57596858.596036 + Penalty 15045.740415 = -57581812.855622
  nChanged 3
		SP:Iteration 66Q (60256.260000 sec): 3 clusters
  Score: Raw -57596858.977953 + Penalty 15045.740415 = -57581813.237538
  nChanged 1
		SP:Iteration 67Q (60257.340000 sec): 3 clusters
  Score: Raw -57596859.119853 + Penalty 15045.740415 = -57581813.379438
  nChanged 0
		SP:Iteration 68F (60258.910000 sec): 3 clusters
  Score: Raw -57596859.119853 + Penalty 15045.740415 = -57581813.379438
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60259.120000 sec): 2 clusters
  Score: Raw -3102623.636700 + Penalty 5758.240289 = -3096865.396411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60259.210000 sec): 3 clusters
  Score: Raw -3096923.684801 + Penalty 11516.480578 = -3085407.204223
  nChanged 4629
		SP:Iteration 1F (60259.300000 sec): 3 clusters
  Score: Raw -3099661.750371 + Penalty 11516.480578 = -3088145.269794
  nChanged 950
		SP:Iteration 2F (60259.380000 sec): 3 clusters
  Score: Raw -3100290.444295 + Penalty 11516.480578 = -3088773.963717
  nChanged 677
		SP:Iteration 3F (60259.470000 sec): 3 clusters
  Score: Raw -3100830.549157 + Penalty 11516.480578 = -3089314.068579
  nChanged 648
		SP:Iteration 4F (60259.560000 sec): 3 clusters
  Score: Raw -3101477.789089 + Penalty 11516.480578 = -3089961.308512
  nChanged 704
		SP:Iteration 5F (60259.640000 sec): 3 clusters
  Score: Raw -3102358.207108 + Penalty 11516.480578 = -3090841.726531
  nChanged 788
		SP:Iteration 6F (60259.730000 sec): 3 clusters
  Score: Raw -3103460.631517 + Penalty 11516.480578 = -3091944.150940
  nChanged 776
		SP:Iteration 7F (60259.820000 sec): 3 clusters
  Score: Raw -3104481.446083 + Penalty 11516.480578 = -3092964.965506
  nChanged 646
		SP:Iteration 8F (60259.910000 sec): 3 clusters
  Score: Raw -3105179.370960 + Penalty 11516.480578 = -3093662.890382
  nChanged 543
		SP:Iteration 9Q (60259.990000 sec): 3 clusters
  Score: Raw -3105646.260887 + Penalty 11516.480578 = -3094129.780309
  nChanged 376
		SP:Iteration 10Q (60260.070000 sec): 3 clusters
  Score: Raw -3105934.617738 + Penalty 11516.480578 = -3094418.137160
  nChanged 274
		SP:Iteration 11Q (60260.150000 sec): 3 clusters
  Score: Raw -3106119.355339 + Penalty 11516.480578 = -3094602.874762
  nChanged 188
		SP:Iteration 12Q (60260.230000 sec): 3 clusters
  Score: Raw -3106233.701274 + Penalty 11516.480578 = -3094717.220697
  nChanged 140
		SP:Iteration 13Q (60260.310000 sec): 3 clusters
  Score: Raw -3106318.237761 + Penalty 11516.480578 = -3094801.757184
  nChanged 124
		SP:Iteration 14Q (60260.390000 sec): 3 clusters
  Score: Raw -3106386.647178 + Penalty 11516.480578 = -3094870.166600
  nChanged 109
		SP:Iteration 15Q (60260.460000 sec): 3 clusters
  Score: Raw -3106440.827138 + Penalty 11516.480578 = -3094924.346560
  nChanged 89
		SP:Iteration 16Q (60260.540000 sec): 3 clusters
  Score: Raw -3106483.384683 + Penalty 11516.480578 = -3094966.904106
  nChanged 79
		SP:Iteration 17Q (60260.620000 sec): 3 clusters
  Score: Raw -3106514.871455 + Penalty 11516.480578 = -3094998.390877
  nChanged 57
		SP:Iteration 18Q (60260.700000 sec): 3 clusters
  Score: Raw -3106538.832019 + Penalty 11516.480578 = -3095022.351441
  nChanged 49
		SP:Iteration 19Q (60260.780000 sec): 3 clusters
  Score: Raw -3106563.625186 + Penalty 11516.480578 = -3095047.144608
  nChanged 61
		SP:Iteration 20F (60260.860000 sec): 3 clusters
  Score: Raw -3106594.080266 + Penalty 11516.480578 = -3095077.599689
  nChanged 60
		SP:Iteration 21Q (60260.940000 sec): 3 clusters
  Score: Raw -3106619.716600 + Penalty 11516.480578 = -3095103.236023
  nChanged 41
		SP:Iteration 22Q (60261.020000 sec): 3 clusters
  Score: Raw -3106637.528677 + Penalty 11516.480578 = -3095121.048099
  nChanged 46
		SP:Iteration 23Q (60261.100000 sec): 3 clusters
  Score: Raw -3106655.531357 + Penalty 11516.480578 = -3095139.050780
  nChanged 33
		SP:Iteration 24Q (60261.180000 sec): 3 clusters
  Score: Raw -3106668.517389 + Penalty 11516.480578 = -3095152.036812
  nChanged 29
		SP:Iteration 25Q (60261.260000 sec): 3 clusters
  Score: Raw -3106678.853078 + Penalty 11516.480578 = -3095162.372500
  nChanged 23
		SP:Iteration 26Q (60261.330000 sec): 3 clusters
  Score: Raw -3106687.681717 + Penalty 11516.480578 = -3095171.201139
  nChanged 22
		SP:Iteration 27Q (60261.410000 sec): 3 clusters
  Score: Raw -3106696.200722 + Penalty 11516.480578 = -3095179.720144
  nChanged 21
		SP:Iteration 28Q (60261.490000 sec): 3 clusters
  Score: Raw -3106703.820481 + Penalty 11516.480578 = -3095187.339903
  nChanged 17
		SP:Iteration 29Q (60261.560000 sec): 3 clusters
  Score: Raw -3106709.666847 + Penalty 11516.480578 = -3095193.186270
  nChanged 19
		SP:Iteration 30Q (60261.640000 sec): 3 clusters
  Score: Raw -3106714.835896 + Penalty 11516.480578 = -3095198.355319
  nChanged 13
		SP:Iteration 31Q (60261.720000 sec): 3 clusters
  Score: Raw -3106719.614657 + Penalty 11516.480578 = -3095203.134079
  nChanged 13
		SP:Iteration 32Q (60261.800000 sec): 3 clusters
  Score: Raw -3106723.916063 + Penalty 11516.480578 = -3095207.435485
  nChanged 13
		SP:Iteration 33Q (60261.880000 sec): 3 clusters
  Score: Raw -3106727.547300 + Penalty 11516.480578 = -3095211.066722
  nChanged 10
		SP:Iteration 34Q (60261.960000 sec): 3 clusters
  Score: Raw -3106729.677643 + Penalty 11516.480578 = -3095213.197066
  nChanged 3
		SP:Iteration 35Q (60262.030000 sec): 3 clusters
  Score: Raw -3106730.194175 + Penalty 11516.480578 = -3095213.713597
  nChanged 2
		SP:Iteration 36Q (60262.110000 sec): 3 clusters
  Score: Raw -3106730.749579 + Penalty 11516.480578 = -3095214.269001
  nChanged 4
		SP:Iteration 37Q (60262.190000 sec): 3 clusters
  Score: Raw -3106731.572267 + Penalty 11516.480578 = -3095215.091689
  nChanged 6
		SP:Iteration 38Q (60262.270000 sec): 3 clusters
  Score: Raw -3106733.886995 + Penalty 11516.480578 = -3095217.406418
  nChanged 11
		SP:Iteration 39Q (60262.340000 sec): 3 clusters
  Score: Raw -3106737.606815 + Penalty 11516.480578 = -3095221.126238
  nChanged 9
		SP:Iteration 40F (60262.430000 sec): 3 clusters
  Score: Raw -3106741.074043 + Penalty 11516.480578 = -3095224.593465
  nChanged 6
		SP:Iteration 41Q (60262.510000 sec): 3 clusters
  Score: Raw -3106743.004654 + Penalty 11516.480578 = -3095226.524076
  nChanged 8
		SP:Iteration 42Q (60262.590000 sec): 3 clusters
  Score: Raw -3106745.903634 + Penalty 11516.480578 = -3095229.423057
  nChanged 10
		SP:Iteration 43Q (60262.670000 sec): 3 clusters
  Score: Raw -3106748.910518 + Penalty 11516.480578 = -3095232.429940
  nChanged 11
		SP:Iteration 44Q (60262.750000 sec): 3 clusters
  Score: Raw -3106751.786996 + Penalty 11516.480578 = -3095235.306418
  nChanged 13
		SP:Iteration 45Q (60262.820000 sec): 3 clusters
  Score: Raw -3106755.455669 + Penalty 11516.480578 = -3095238.975091
  nChanged 11
		SP:Iteration 46Q (60262.900000 sec): 3 clusters
  Score: Raw -3106758.402620 + Penalty 11516.480578 = -3095241.922042
  nChanged 2
		SP:Iteration 47Q (60262.980000 sec): 3 clusters
  Score: Raw -3106758.770370 + Penalty 11516.480578 = -3095242.289792
  nChanged 5
		SP:Iteration 48Q (60263.060000 sec): 3 clusters
  Score: Raw -3106759.670133 + Penalty 11516.480578 = -3095243.189555
  nChanged 2
		SP:Iteration 49Q (60263.140000 sec): 3 clusters
  Score: Raw -3106760.326624 + Penalty 11516.480578 = -3095243.846046
  nChanged 0
		SP:Iteration 50F (60263.220000 sec): 3 clusters
  Score: Raw -3106760.326624 + Penalty 11516.480578 = -3095243.846046
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (20980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60263.370000 sec): 2 clusters
  Score: Raw -5590844.188429 + Penalty 6095.186490 = -5584749.001939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60263.520000 sec): 3 clusters
  Score: Raw -5579802.787280 + Penalty 12190.372980 = -5567612.414299
  nChanged 8562
		SP:Iteration 1F (60263.680000 sec): 3 clusters
  Score: Raw -5584386.553178 + Penalty 12190.372980 = -5572196.180197
  nChanged 1487
		SP:Iteration 2F (60263.830000 sec): 3 clusters
  Score: Raw -5585208.599848 + Penalty 12190.372980 = -5573018.226867
  nChanged 1265
		SP:Iteration 3F (60263.990000 sec): 3 clusters
  Score: Raw -5586049.542747 + Penalty 12190.372980 = -5573859.169766
  nChanged 1267
		SP:Iteration 4F (60264.140000 sec): 3 clusters
  Score: Raw -5587089.987982 + Penalty 12190.372980 = -5574899.615001
  nChanged 1509
		SP:Iteration 5F (60264.300000 sec): 3 clusters
  Score: Raw -5588667.191621 + Penalty 12190.372980 = -5576476.818640
  nChanged 1700
		SP:Iteration 6F (60264.450000 sec): 3 clusters
  Score: Raw -5590472.811076 + Penalty 12190.372980 = -5578282.438096
  nChanged 1594
		SP:Iteration 7F (60264.610000 sec): 3 clusters
  Score: Raw -5591821.967277 + Penalty 12190.372980 = -5579631.594297
  nChanged 1122
		SP:Iteration 8F (60264.760000 sec): 3 clusters
  Score: Raw -5592543.644650 + Penalty 12190.372980 = -5580353.271669
  nChanged 705
		SP:Iteration 9Q (60264.910000 sec): 3 clusters
  Score: Raw -5592858.370567 + Penalty 12190.372980 = -5580667.997587
  nChanged 464
		SP:Iteration 10Q (60265.060000 sec): 3 clusters
  Score: Raw -5593011.536900 + Penalty 12190.372980 = -5580821.163920
  nChanged 250
		SP:Iteration 11Q (60265.210000 sec): 3 clusters
  Score: Raw -5593079.045320 + Penalty 12190.372980 = -5580888.672339
  nChanged 151
		SP:Iteration 12Q (60265.370000 sec): 3 clusters
  Score: Raw -5593113.735661 + Penalty 12190.372980 = -5580923.362681
  nChanged 109
		SP:Iteration 13Q (60265.520000 sec): 3 clusters
  Score: Raw -5593136.412668 + Penalty 12190.372980 = -5580946.039688
  nChanged 72
		SP:Iteration 14Q (60265.670000 sec): 3 clusters
  Score: Raw -5593149.558127 + Penalty 12190.372980 = -5580959.185147
  nChanged 49
		SP:Iteration 15Q (60265.830000 sec): 3 clusters
  Score: Raw -5593157.418232 + Penalty 12190.372980 = -5580967.045252
  nChanged 32
		SP:Iteration 16Q (60265.990000 sec): 3 clusters
  Score: Raw -5593162.162412 + Penalty 12190.372980 = -5580971.789431
  nChanged 16
		SP:Iteration 17Q (60266.150000 sec): 3 clusters
  Score: Raw -5593165.044325 + Penalty 12190.372980 = -5580974.671345
  nChanged 20
		SP:Iteration 18Q (60266.300000 sec): 3 clusters
  Score: Raw -5593168.459287 + Penalty 12190.372980 = -5580978.086306
  nChanged 15
		SP:Iteration 19Q (60266.460000 sec): 3 clusters
  Score: Raw -5593171.128135 + Penalty 12190.372980 = -5580980.755155
  nChanged 11
		SP:Iteration 20F (60266.620000 sec): 3 clusters
  Score: Raw -5593172.772249 + Penalty 12190.372980 = -5580982.399269
  nChanged 9
		SP:Iteration 21Q (60266.780000 sec): 3 clusters
  Score: Raw -5593174.127432 + Penalty 12190.372980 = -5580983.754452
  nChanged 5
		SP:Iteration 22Q (60266.930000 sec): 3 clusters
  Score: Raw -5593174.838209 + Penalty 12190.372980 = -5580984.465229
  nChanged 4
		SP:Iteration 23Q (60267.080000 sec): 3 clusters
  Score: Raw -5593175.351031 + Penalty 12190.372980 = -5580984.978050
  nChanged 3
		SP:Iteration 24Q (60267.230000 sec): 3 clusters
  Score: Raw -5593175.807368 + Penalty 12190.372980 = -5580985.434387
  nChanged 2
		SP:Iteration 25Q (60267.390000 sec): 3 clusters
  Score: Raw -5593175.976836 + Penalty 12190.372980 = -5580985.603855
  nChanged 0
		SP:Iteration 26F (60267.550000 sec): 3 clusters
  Score: Raw -5593175.976836 + Penalty 12190.372980 = -5580985.603855
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60267.600000 sec): 2 clusters
  Score: Raw -1488052.584515 + Penalty 5302.278488 = -1482750.306026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60267.640000 sec): 3 clusters
  Score: Raw -1485824.609684 + Penalty 10604.556977 = -1475220.052708
  nChanged 1848
		SP:Iteration 1F (60267.690000 sec): 3 clusters
  Score: Raw -1487209.679672 + Penalty 10604.556977 = -1476605.122695
  nChanged 475
		SP:Iteration 2F (60267.730000 sec): 3 clusters
  Score: Raw -1487653.608508 + Penalty 10604.556977 = -1477049.051531
  nChanged 277
		SP:Iteration 3Q (60267.770000 sec): 3 clusters
  Score: Raw -1487891.996581 + Penalty 10604.556977 = -1477287.439604
  nChanged 218
		SP:Iteration 4Q (60267.810000 sec): 3 clusters
  Score: Raw -1488053.476394 + Penalty 10604.556977 = -1477448.919417
  nChanged 132
		SP:Iteration 5Q (60267.850000 sec): 3 clusters
  Score: Raw -1488153.299629 + Penalty 10604.556977 = -1477548.742652
  nChanged 121
		SP:Iteration 6Q (60267.900000 sec): 3 clusters
  Score: Raw -1488236.908978 + Penalty 10604.556977 = -1477632.352001
  nChanged 112
		SP:Iteration 7Q (60267.940000 sec): 3 clusters
  Score: Raw -1488312.060504 + Penalty 10604.556977 = -1477707.503527
  nChanged 90
		SP:Iteration 8Q (60267.980000 sec): 3 clusters
  Score: Raw -1488367.758633 + Penalty 10604.556977 = -1477763.201656
  nChanged 54
		SP:Iteration 9Q (60268.030000 sec): 3 clusters
  Score: Raw -1488401.617672 + Penalty 10604.556977 = -1477797.060695
  nChanged 49
		SP:Iteration 10Q (60268.070000 sec): 3 clusters
  Score: Raw -1488434.748169 + Penalty 10604.556977 = -1477830.191192
  nChanged 48
		SP:Iteration 11Q (60268.110000 sec): 3 clusters
  Score: Raw -1488466.890261 + Penalty 10604.556977 = -1477862.333285
  nChanged 52
		SP:Iteration 12Q (60268.150000 sec): 3 clusters
  Score: Raw -1488500.663025 + Penalty 10604.556977 = -1477896.106049
  nChanged 47
		SP:Iteration 13Q (60268.190000 sec): 3 clusters
  Score: Raw -1488528.952231 + Penalty 10604.556977 = -1477924.395254
  nChanged 37
		SP:Iteration 14Q (60268.230000 sec): 3 clusters
  Score: Raw -1488549.486217 + Penalty 10604.556977 = -1477944.929240
  nChanged 32
		SP:Iteration 15Q (60268.270000 sec): 3 clusters
  Score: Raw -1488565.270717 + Penalty 10604.556977 = -1477960.713740
  nChanged 23
		SP:Iteration 16Q (60268.310000 sec): 3 clusters
  Score: Raw -1488575.161589 + Penalty 10604.556977 = -1477970.604612
  nChanged 16
		SP:Iteration 17Q (60268.350000 sec): 3 clusters
  Score: Raw -1488582.653478 + Penalty 10604.556977 = -1477978.096501
  nChanged 11
		SP:Iteration 18Q (60268.390000 sec): 3 clusters
  Score: Raw -1488588.248964 + Penalty 10604.556977 = -1477983.691987
  nChanged 13
		SP:Iteration 19Q (60268.430000 sec): 3 clusters
  Score: Raw -1488595.558723 + Penalty 10604.556977 = -1477991.001746
  nChanged 12
		SP:Iteration 20F (60268.470000 sec): 3 clusters
  Score: Raw -1488601.717867 + Penalty 10604.556977 = -1477997.160891
  nChanged 15
		SP:Iteration 21Q (60268.510000 sec): 3 clusters
  Score: Raw -1488610.197297 + Penalty 10604.556977 = -1478005.640320
  nChanged 14
		SP:Iteration 22Q (60268.550000 sec): 3 clusters
  Score: Raw -1488616.653891 + Penalty 10604.556977 = -1478012.096914
  nChanged 6
		SP:Iteration 23Q (60268.590000 sec): 3 clusters
  Score: Raw -1488620.570173 + Penalty 10604.556977 = -1478016.013196
  nChanged 6
		SP:Iteration 24Q (60268.640000 sec): 3 clusters
  Score: Raw -1488625.132749 + Penalty 10604.556977 = -1478020.575772
  nChanged 8
		SP:Iteration 25Q (60268.680000 sec): 3 clusters
  Score: Raw -1488629.037032 + Penalty 10604.556977 = -1478024.480055
  nChanged 9
		SP:Iteration 26Q (60268.720000 sec): 3 clusters
  Score: Raw -1488633.006992 + Penalty 10604.556977 = -1478028.450015
  nChanged 9
		SP:Iteration 27Q (60268.760000 sec): 3 clusters
  Score: Raw -1488638.127612 + Penalty 10604.556977 = -1478033.570635
  nChanged 6
		SP:Iteration 28Q (60268.800000 sec): 3 clusters
  Score: Raw -1488641.141930 + Penalty 10604.556977 = -1478036.584953
  nChanged 9
		SP:Iteration 29Q (60268.840000 sec): 3 clusters
  Score: Raw -1488645.231361 + Penalty 10604.556977 = -1478040.674385
  nChanged 5
		SP:Iteration 30Q (60268.880000 sec): 3 clusters
  Score: Raw -1488647.796649 + Penalty 10604.556977 = -1478043.239672
  nChanged 0
		SP:Iteration 31F (60268.920000 sec): 3 clusters
  Score: Raw -1488647.796649 + Penalty 10604.556977 = -1478043.239672
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60268.940000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60268.950000 sec): 3 clusters
  Score: Raw -406599.658394 + Penalty 8995.697131 = -397603.961263
  nChanged 313
		SP:Iteration 1F (60268.960000 sec): 3 clusters
  Score: Raw -407154.422669 + Penalty 8995.697131 = -398158.725539
  nChanged 99
		SP:Iteration 2F (60268.970000 sec): 3 clusters
  Score: Raw -407398.818725 + Penalty 8995.697131 = -398403.121594
  nChanged 59
		SP:Iteration 3Q (60268.980000 sec): 3 clusters
  Score: Raw -407547.806176 + Penalty 8995.697131 = -398552.109046
  nChanged 35
		SP:Iteration 4Q (60268.990000 sec): 3 clusters
  Score: Raw -407627.537938 + Penalty 8995.697131 = -398631.840807
  nChanged 28
		SP:Iteration 5Q (60269.010000 sec): 3 clusters
  Score: Raw -407693.852717 + Penalty 8995.697131 = -398698.155586
  nChanged 29
		SP:Iteration 6Q (60269.010000 sec): 3 clusters
  Score: Raw -407751.351916 + Penalty 8995.697131 = -398755.654786
  nChanged 24
		SP:Iteration 7Q (60269.030000 sec): 3 clusters
  Score: Raw -407798.255602 + Penalty 8995.697131 = -398802.558472
  nChanged 12
		SP:Iteration 8Q (60269.030000 sec): 3 clusters
  Score: Raw -407824.752820 + Penalty 8995.697131 = -398829.055690
  nChanged 10
		SP:Iteration 9Q (60269.050000 sec): 3 clusters
  Score: Raw -407847.366756 + Penalty 8995.697131 = -398851.669625
  nChanged 12
		SP:Iteration 10Q (60269.050000 sec): 3 clusters
  Score: Raw -407868.723215 + Penalty 8995.697131 = -398873.026084
  nChanged 8
		SP:Iteration 11Q (60269.070000 sec): 3 clusters
  Score: Raw -407883.430908 + Penalty 8995.697131 = -398887.733777
  nChanged 9
		SP:Iteration 12Q (60269.070000 sec): 3 clusters
  Score: Raw -407904.224328 + Penalty 8995.697131 = -398908.527198
  nChanged 6
		SP:Iteration 13Q (60269.090000 sec): 3 clusters
  Score: Raw -407917.245091 + Penalty 8995.697131 = -398921.547960
  nChanged 7
		SP:Iteration 14Q (60269.090000 sec): 3 clusters
  Score: Raw -407932.301359 + Penalty 8995.697131 = -398936.604229
  nChanged 7
		SP:Iteration 15Q (60269.110000 sec): 3 clusters
  Score: Raw -407942.827464 + Penalty 8995.697131 = -398947.130333
  nChanged 8
		SP:Iteration 16Q (60269.110000 sec): 3 clusters
  Score: Raw -407956.560125 + Penalty 8995.697131 = -398960.862995
  nChanged 5
		SP:Iteration 17Q (60269.130000 sec): 3 clusters
  Score: Raw -407965.672658 + Penalty 8995.697131 = -398969.975527
  nChanged 9
		SP:Iteration 18Q (60269.130000 sec): 3 clusters
  Score: Raw -407984.485529 + Penalty 8995.697131 = -398988.788399
  nChanged 9
		SP:Iteration 19Q (60269.150000 sec): 3 clusters
  Score: Raw -408008.329413 + Penalty 8995.697131 = -399012.632282
  nChanged 9
		SP:Iteration 20F (60269.160000 sec): 3 clusters
  Score: Raw -408026.752281 + Penalty 8995.697131 = -399031.055150
  nChanged 6
		SP:Iteration 21Q (60269.170000 sec): 3 clusters
  Score: Raw -408041.957917 + Penalty 8995.697131 = -399046.260786
  nChanged 7
		SP:Iteration 22Q (60269.180000 sec): 3 clusters
  Score: Raw -408057.926710 + Penalty 8995.697131 = -399062.229579
  nChanged 4
		SP:Iteration 23Q (60269.190000 sec): 3 clusters
  Score: Raw -408067.165086 + Penalty 8995.697131 = -399071.467955
  nChanged 4
		SP:Iteration 24Q (60269.190000 sec): 3 clusters
  Score: Raw -408074.826532 + Penalty 8995.697131 = -399079.129401
  nChanged 4
		SP:Iteration 25Q (60269.210000 sec): 3 clusters
  Score: Raw -408079.043979 + Penalty 8995.697131 = -399083.346849
  nChanged 1
		SP:Iteration 26Q (60269.210000 sec): 3 clusters
  Score: Raw -408082.378939 + Penalty 8995.697131 = -399086.681808
  nChanged 3
		SP:Iteration 27Q (60269.230000 sec): 3 clusters
  Score: Raw -408097.563244 + Penalty 8995.697131 = -399101.866113
  nChanged 5
		SP:Iteration 28Q (60269.230000 sec): 3 clusters
  Score: Raw -408111.546664 + Penalty 8995.697131 = -399115.849533
  nChanged 6
		SP:Iteration 29Q (60269.250000 sec): 3 clusters
  Score: Raw -408125.820662 + Penalty 8995.697131 = -399130.123531
  nChanged 4
		SP:Iteration 30Q (60269.250000 sec): 3 clusters
  Score: Raw -408133.519975 + Penalty 8995.697131 = -399137.822845
  nChanged 6
		SP:Iteration 31Q (60269.270000 sec): 3 clusters
  Score: Raw -408145.212121 + Penalty 8995.697131 = -399149.514991
  nChanged 2
		SP:Iteration 32Q (60269.270000 sec): 3 clusters
  Score: Raw -408150.285808 + Penalty 8995.697131 = -399154.588678
  nChanged 7
		SP:Iteration 33Q (60269.280000 sec): 3 clusters
  Score: Raw -408162.598313 + Penalty 8995.697131 = -399166.901182
  nChanged 9
		SP:Iteration 34Q (60269.290000 sec): 3 clusters
  Score: Raw -408190.953505 + Penalty 8995.697131 = -399195.256374
  nChanged 13
		SP:Iteration 35Q (60269.300000 sec): 3 clusters
  Score: Raw -408235.510947 + Penalty 8995.697131 = -399239.813817
  nChanged 17
		SP:Iteration 36Q (60269.310000 sec): 3 clusters
  Score: Raw -408278.675349 + Penalty 8995.697131 = -399282.978218
  nChanged 15
		SP:Iteration 37Q (60269.320000 sec): 3 clusters
  Score: Raw -408303.803441 + Penalty 8995.697131 = -399308.106310
  nChanged 13
		SP:Iteration 38Q (60269.330000 sec): 3 clusters
  Score: Raw -408336.566511 + Penalty 8995.697131 = -399340.869380
  nChanged 14
		SP:Iteration 39Q (60269.340000 sec): 3 clusters
  Score: Raw -408365.041452 + Penalty 8995.697131 = -399369.344322
  nChanged 8
		SP:Iteration 40F (60269.350000 sec): 3 clusters
  Score: Raw -408380.927817 + Penalty 8995.697131 = -399385.230687
  nChanged 6
		SP:Iteration 41Q (60269.360000 sec): 3 clusters
  Score: Raw -408393.872581 + Penalty 8995.697131 = -399398.175450
  nChanged 5
		SP:Iteration 42Q (60269.370000 sec): 3 clusters
  Score: Raw -408405.285557 + Penalty 8995.697131 = -399409.588426
  nChanged 3
		SP:Iteration 43Q (60269.380000 sec): 3 clusters
  Score: Raw -408411.490054 + Penalty 8995.697131 = -399415.792923
  nChanged 2
		SP:Iteration 44Q (60269.390000 sec): 3 clusters
  Score: Raw -408415.969782 + Penalty 8995.697131 = -399420.272651
  nChanged 2
		SP:Iteration 45Q (60269.400000 sec): 3 clusters
  Score: Raw -408419.036891 + Penalty 8995.697131 = -399423.339761
  nChanged 0
		SP:Iteration 46F (60269.410000 sec): 3 clusters
  Score: Raw -408419.036891 + Penalty 8995.697131 = -399423.339761
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (66714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60269.880000 sec): 2 clusters
  Score: Raw -17719800.027082 + Penalty 6803.754189 = -17712996.272893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60270.390000 sec): 3 clusters
  Score: Raw -17680049.957552 + Penalty 13607.508379 = -17666442.449174
  nChanged 29952
		SP:Iteration 1F (60270.900000 sec): 3 clusters
  Score: Raw -17696475.781945 + Penalty 13607.508379 = -17682868.273567
  nChanged 3113
		SP:Iteration 2Q (60271.410000 sec): 3 clusters
  Score: Raw -17697503.043139 + Penalty 13607.508379 = -17683895.534761
  nChanged 2795
		SP:Iteration 3Q (60271.920000 sec): 3 clusters
  Score: Raw -17698417.340499 + Penalty 13607.508379 = -17684809.832121
  nChanged 2539
		SP:Iteration 4Q (60272.430000 sec): 3 clusters
  Score: Raw -17699242.975544 + Penalty 13607.508379 = -17685635.467165
  nChanged 2451
		SP:Iteration 5Q (60272.940000 sec): 3 clusters
  Score: Raw -17700085.667892 + Penalty 13607.508379 = -17686478.159514
  nChanged 2517
		SP:Iteration 6Q (60273.450000 sec): 3 clusters
  Score: Raw -17701072.694537 + Penalty 13607.508379 = -17687465.186158
  nChanged 2724
		SP:Iteration 7Q (60273.960000 sec): 3 clusters
  Score: Raw -17702284.885204 + Penalty 13607.508379 = -17688677.376826
  nChanged 3077
		SP:Iteration 8Q (60274.470000 sec): 3 clusters
  Score: Raw -17703911.391244 + Penalty 13607.508379 = -17690303.882865
  nChanged 3547
		SP:Iteration 9F (60274.980000 sec): 3 clusters
  Score: Raw -17706123.628658 + Penalty 13607.508379 = -17692516.120279
  nChanged 3898
		SP:Iteration 10F (60275.490000 sec): 3 clusters
  Score: Raw -17708843.273059 + Penalty 13607.508379 = -17695235.764681
  nChanged 3961
		SP:Iteration 11F (60275.990000 sec): 3 clusters
  Score: Raw -17711881.611399 + Penalty 13607.508379 = -17698274.103020
  nChanged 3631
		SP:Iteration 12F (60276.480000 sec): 3 clusters
  Score: Raw -17714925.862252 + Penalty 13607.508379 = -17701318.353873
  nChanged 2796
		SP:Iteration 13Q (60276.950000 sec): 3 clusters
  Score: Raw -17717301.111768 + Penalty 13607.508379 = -17703693.603389
  nChanged 1851
		SP:Iteration 14Q (60277.400000 sec): 3 clusters
  Score: Raw -17718844.348760 + Penalty 13607.508379 = -17705236.840381
  nChanged 1086
		SP:Iteration 15Q (60277.830000 sec): 3 clusters
  Score: Raw -17719745.962951 + Penalty 13607.508379 = -17706138.454573
  nChanged 557
		SP:Iteration 16Q (60278.230000 sec): 3 clusters
  Score: Raw -17720210.335299 + Penalty 13607.508379 = -17706602.826920
  nChanged 296
		SP:Iteration 17Q (60278.620000 sec): 3 clusters
  Score: Raw -17720455.914411 + Penalty 13607.508379 = -17706848.406033
  nChanged 153
		SP:Iteration 18Q (60279.000000 sec): 3 clusters
  Score: Raw -17720577.052284 + Penalty 13607.508379 = -17706969.543905
  nChanged 83
		SP:Iteration 19Q (60279.370000 sec): 3 clusters
  Score: Raw -17720642.618994 + Penalty 13607.508379 = -17707035.110615
  nChanged 45
		SP:Iteration 20F (60279.850000 sec): 3 clusters
  Score: Raw -17720682.302073 + Penalty 13607.508379 = -17707074.793695
  nChanged 44
		SP:Iteration 21Q (60280.210000 sec): 3 clusters
  Score: Raw -17720716.261832 + Penalty 13607.508379 = -17707108.753454
  nChanged 34
		SP:Iteration 22Q (60280.580000 sec): 3 clusters
  Score: Raw -17720745.039885 + Penalty 13607.508379 = -17707137.531506
  nChanged 29
		SP:Iteration 23Q (60280.950000 sec): 3 clusters
  Score: Raw -17720771.746331 + Penalty 13607.508379 = -17707164.237953
  nChanged 30
		SP:Iteration 24Q (60281.330000 sec): 3 clusters
  Score: Raw -17720796.495850 + Penalty 13607.508379 = -17707188.987471
  nChanged 24
		SP:Iteration 25Q (60281.690000 sec): 3 clusters
  Score: Raw -17720816.751808 + Penalty 13607.508379 = -17707209.243430
  nChanged 15
		SP:Iteration 26Q (60282.050000 sec): 3 clusters
  Score: Raw -17720827.334978 + Penalty 13607.508379 = -17707219.826599
  nChanged 8
		SP:Iteration 27Q (60282.410000 sec): 3 clusters
  Score: Raw -17720835.800377 + Penalty 13607.508379 = -17707228.291998
  nChanged 10
		SP:Iteration 28Q (60282.760000 sec): 3 clusters
  Score: Raw -17720847.048544 + Penalty 13607.508379 = -17707239.540165
  nChanged 8
		SP:Iteration 29Q (60283.110000 sec): 3 clusters
  Score: Raw -17720854.701450 + Penalty 13607.508379 = -17707247.193071
  nChanged 0
		SP:Iteration 30F (60283.600000 sec): 3 clusters
  Score: Raw -17720854.701450 + Penalty 13607.508379 = -17707247.193071
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60283.650000 sec): 2 clusters
  Score: Raw -161452.274923 + Penalty 4001.945663 = -157450.329260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60283.660000 sec): 3 clusters
  Score: Raw -162147.621896 + Penalty 8003.891326 = -154143.730570
  nChanged 114
		SP:Iteration 1F (60283.660000 sec): 3 clusters
  Score: Raw -162513.783542 + Penalty 8003.891326 = -154509.892216
  nChanged 37
		SP:Iteration 2F (60283.670000 sec): 3 clusters
  Score: Raw -162664.261195 + Penalty 8003.891326 = -154660.369869
  nChanged 10
		SP:Iteration 3Q (60283.670000 sec): 3 clusters
  Score: Raw -162733.572846 + Penalty 8003.891326 = -154729.681520
  nChanged 7
		SP:Iteration 4Q (60283.680000 sec): 3 clusters
  Score: Raw -162768.431370 + Penalty 8003.891326 = -154764.540044
  nChanged 8
		SP:Iteration 5Q (60283.680000 sec): 3 clusters
  Score: Raw -162802.551001 + Penalty 8003.891326 = -154798.659675
  nChanged 7
		SP:Iteration 6Q (60283.690000 sec): 3 clusters
  Score: Raw -162828.694032 + Penalty 8003.891326 = -154824.802705
  nChanged 3
		SP:Iteration 7Q (60283.690000 sec): 3 clusters
  Score: Raw -162842.536578 + Penalty 8003.891326 = -154838.645252
  nChanged 1
		SP:Iteration 8Q (60283.690000 sec): 3 clusters
  Score: Raw -162848.062413 + Penalty 8003.891326 = -154844.171087
  nChanged 0
		SP:Iteration 9F (60283.700000 sec): 3 clusters
  Score: Raw -162848.062413 + Penalty 8003.891326 = -154844.171087
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60283.770000 sec): 2 clusters
  Score: Raw -2382373.495387 + Penalty 5596.818065 = -2376776.677322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60283.830000 sec): 3 clusters
  Score: Raw -2378221.723556 + Penalty 11193.636129 = -2367028.087426
  nChanged 3350
		SP:Iteration 1F (60283.900000 sec): 3 clusters
  Score: Raw -2380252.350553 + Penalty 11193.636129 = -2369058.714424
  nChanged 732
		SP:Iteration 2F (60283.970000 sec): 3 clusters
  Score: Raw -2380754.154580 + Penalty 11193.636129 = -2369560.518451
  nChanged 475
		SP:Iteration 3F (60284.030000 sec): 3 clusters
  Score: Raw -2381096.645711 + Penalty 11193.636129 = -2369903.009581
  nChanged 385
		SP:Iteration 4Q (60284.100000 sec): 3 clusters
  Score: Raw -2381406.918882 + Penalty 11193.636129 = -2370213.282753
  nChanged 342
		SP:Iteration 5Q (60284.170000 sec): 3 clusters
  Score: Raw -2381675.933739 + Penalty 11193.636129 = -2370482.297609
  nChanged 314
		SP:Iteration 6Q (60284.230000 sec): 3 clusters
  Score: Raw -2381927.818385 + Penalty 11193.636129 = -2370734.182256
  nChanged 318
		SP:Iteration 7Q (60284.300000 sec): 3 clusters
  Score: Raw -2382181.045100 + Penalty 11193.636129 = -2370987.408971
  nChanged 299
		SP:Iteration 8Q (60284.370000 sec): 3 clusters
  Score: Raw -2382422.457400 + Penalty 11193.636129 = -2371228.821271
  nChanged 296
		SP:Iteration 9Q (60284.430000 sec): 3 clusters
  Score: Raw -2382641.118751 + Penalty 11193.636129 = -2371447.482622
  nChanged 277
		SP:Iteration 10Q (60284.490000 sec): 3 clusters
  Score: Raw -2382832.207506 + Penalty 11193.636129 = -2371638.571376
  nChanged 228
		SP:Iteration 11Q (60284.560000 sec): 3 clusters
  Score: Raw -2382989.869882 + Penalty 11193.636129 = -2371796.233753
  nChanged 204
		SP:Iteration 12Q (60284.630000 sec): 3 clusters
  Score: Raw -2383138.090400 + Penalty 11193.636129 = -2371944.454271
  nChanged 222
		SP:Iteration 13Q (60284.690000 sec): 3 clusters
  Score: Raw -2383297.798470 + Penalty 11193.636129 = -2372104.162341
  nChanged 223
		SP:Iteration 14Q (60284.760000 sec): 3 clusters
  Score: Raw -2383467.414082 + Penalty 11193.636129 = -2372273.777953
  nChanged 216
		SP:Iteration 15Q (60284.830000 sec): 3 clusters
  Score: Raw -2383639.789232 + Penalty 11193.636129 = -2372446.153102
  nChanged 228
		SP:Iteration 16Q (60284.890000 sec): 3 clusters
  Score: Raw -2383823.823350 + Penalty 11193.636129 = -2372630.187220
  nChanged 221
		SP:Iteration 17Q (60284.960000 sec): 3 clusters
  Score: Raw -2383984.057687 + Penalty 11193.636129 = -2372790.421558
  nChanged 162
		SP:Iteration 18Q (60285.030000 sec): 3 clusters
  Score: Raw -2384084.223581 + Penalty 11193.636129 = -2372890.587452
  nChanged 146
		SP:Iteration 19Q (60285.090000 sec): 3 clusters
  Score: Raw -2384175.265114 + Penalty 11193.636129 = -2372981.628984
  nChanged 143
		SP:Iteration 20F (60285.160000 sec): 3 clusters
  Score: Raw -2384256.128938 + Penalty 11193.636129 = -2373062.492809
  nChanged 112
		SP:Iteration 21Q (60285.230000 sec): 3 clusters
  Score: Raw -2384318.914123 + Penalty 11193.636129 = -2373125.277993
  nChanged 108
		SP:Iteration 22Q (60285.290000 sec): 3 clusters
  Score: Raw -2384377.459973 + Penalty 11193.636129 = -2373183.823844
  nChanged 83
		SP:Iteration 23Q (60285.360000 sec): 3 clusters
  Score: Raw -2384414.234793 + Penalty 11193.636129 = -2373220.598663
  nChanged 62
		SP:Iteration 24Q (60285.420000 sec): 3 clusters
  Score: Raw -2384439.787056 + Penalty 11193.636129 = -2373246.150926
  nChanged 53
		SP:Iteration 25Q (60285.490000 sec): 3 clusters
  Score: Raw -2384461.337861 + Penalty 11193.636129 = -2373267.701732
  nChanged 34
		SP:Iteration 26Q (60285.550000 sec): 3 clusters
  Score: Raw -2384474.087742 + Penalty 11193.636129 = -2373280.451613
  nChanged 21
		SP:Iteration 27Q (60285.620000 sec): 3 clusters
  Score: Raw -2384482.683284 + Penalty 11193.636129 = -2373289.047154
  nChanged 18
		SP:Iteration 28Q (60285.680000 sec): 3 clusters
  Score: Raw -2384490.174568 + Penalty 11193.636129 = -2373296.538438
  nChanged 13
		SP:Iteration 29Q (60285.750000 sec): 3 clusters
  Score: Raw -2384495.185878 + Penalty 11193.636129 = -2373301.549749
  nChanged 13
		SP:Iteration 30Q (60285.810000 sec): 3 clusters
  Score: Raw -2384499.210768 + Penalty 11193.636129 = -2373305.574638
  nChanged 5
		SP:Iteration 31Q (60285.870000 sec): 3 clusters
  Score: Raw -2384500.679497 + Penalty 11193.636129 = -2373307.043368
  nChanged 5
		SP:Iteration 32Q (60285.940000 sec): 3 clusters
  Score: Raw -2384502.352982 + Penalty 11193.636129 = -2373308.716853
  nChanged 2
		SP:Iteration 33Q (60286.000000 sec): 3 clusters
  Score: Raw -2384502.865340 + Penalty 11193.636129 = -2373309.229211
  nChanged 1
		SP:Iteration 34Q (60286.070000 sec): 3 clusters
  Score: Raw -2384503.320349 + Penalty 11193.636129 = -2373309.684219
  nChanged 2
		SP:Iteration 35Q (60286.130000 sec): 3 clusters
  Score: Raw -2384504.171506 + Penalty 11193.636129 = -2373310.535377
  nChanged 3
		SP:Iteration 36Q (60286.200000 sec): 3 clusters
  Score: Raw -2384506.271210 + Penalty 11193.636129 = -2373312.635080
  nChanged 7
		SP:Iteration 37Q (60286.260000 sec): 3 clusters
  Score: Raw -2384508.456607 + Penalty 11193.636129 = -2373314.820477
  nChanged 3
		SP:Iteration 38Q (60286.330000 sec): 3 clusters
  Score: Raw -2384509.580982 + Penalty 11193.636129 = -2373315.944853
  nChanged 0
		SP:Iteration 39F (60286.390000 sec): 3 clusters
  Score: Raw -2384509.580982 + Penalty 11193.636129 = -2373315.944853
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60286.500000 sec): 2 clusters
  Score: Raw -3811608.192541 + Penalty 5884.431762 = -3805723.760779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60286.610000 sec): 3 clusters
  Score: Raw -3804352.435478 + Penalty 11768.863524 = -3792583.571955
  nChanged 5722
		SP:Iteration 1F (60286.730000 sec): 3 clusters
  Score: Raw -3807659.754430 + Penalty 11768.863524 = -3795890.890906
  nChanged 1200
		SP:Iteration 2F (60286.840000 sec): 3 clusters
  Score: Raw -3808661.587264 + Penalty 11768.863524 = -3796892.723740
  nChanged 1027
		SP:Iteration 3F (60286.950000 sec): 3 clusters
  Score: Raw -3809629.631324 + Penalty 11768.863524 = -3797860.767801
  nChanged 1012
		SP:Iteration 4F (60287.060000 sec): 3 clusters
  Score: Raw -3810530.959490 + Penalty 11768.863524 = -3798762.095966
  nChanged 913
		SP:Iteration 5F (60287.170000 sec): 3 clusters
  Score: Raw -3811255.830735 + Penalty 11768.863524 = -3799486.967212
  nChanged 746
		SP:Iteration 6F (60287.290000 sec): 3 clusters
  Score: Raw -3811783.861080 + Penalty 11768.863524 = -3800014.997557
  nChanged 598
		SP:Iteration 7Q (60287.400000 sec): 3 clusters
  Score: Raw -3812200.532012 + Penalty 11768.863524 = -3800431.668488
  nChanged 548
		SP:Iteration 8Q (60287.510000 sec): 3 clusters
  Score: Raw -3812592.189392 + Penalty 11768.863524 = -3800823.325869
  nChanged 488
		SP:Iteration 9Q (60287.620000 sec): 3 clusters
  Score: Raw -3812942.956324 + Penalty 11768.863524 = -3801174.092801
  nChanged 472
		SP:Iteration 10Q (60287.730000 sec): 3 clusters
  Score: Raw -3813296.272905 + Penalty 11768.863524 = -3801527.409382
  nChanged 389
		SP:Iteration 11Q (60287.830000 sec): 3 clusters
  Score: Raw -3813576.604879 + Penalty 11768.863524 = -3801807.741355
  nChanged 342
		SP:Iteration 12Q (60287.940000 sec): 3 clusters
  Score: Raw -3813783.711462 + Penalty 11768.863524 = -3802014.847939
  nChanged 283
		SP:Iteration 13Q (60288.050000 sec): 3 clusters
  Score: Raw -3813913.783495 + Penalty 11768.863524 = -3802144.919972
  nChanged 219
		SP:Iteration 14Q (60288.160000 sec): 3 clusters
  Score: Raw -3814010.959495 + Penalty 11768.863524 = -3802242.095971
  nChanged 178
		SP:Iteration 15Q (60288.260000 sec): 3 clusters
  Score: Raw -3814082.487470 + Penalty 11768.863524 = -3802313.623946
  nChanged 138
		SP:Iteration 16Q (60288.370000 sec): 3 clusters
  Score: Raw -3814132.660769 + Penalty 11768.863524 = -3802363.797245
  nChanged 109
		SP:Iteration 17Q (60288.470000 sec): 3 clusters
  Score: Raw -3814172.066099 + Penalty 11768.863524 = -3802403.202575
  nChanged 89
		SP:Iteration 18Q (60288.580000 sec): 3 clusters
  Score: Raw -3814201.632612 + Penalty 11768.863524 = -3802432.769088
  nChanged 60
		SP:Iteration 19Q (60288.690000 sec): 3 clusters
  Score: Raw -3814219.627037 + Penalty 11768.863524 = -3802450.763513
  nChanged 53
		SP:Iteration 20F (60288.800000 sec): 3 clusters
  Score: Raw -3814236.621552 + Penalty 11768.863524 = -3802467.758029
  nChanged 45
		SP:Iteration 21Q (60288.910000 sec): 3 clusters
  Score: Raw -3814251.646775 + Penalty 11768.863524 = -3802482.783251
  nChanged 39
		SP:Iteration 22Q (60289.010000 sec): 3 clusters
  Score: Raw -3814263.240125 + Penalty 11768.863524 = -3802494.376602
  nChanged 31
		SP:Iteration 23Q (60289.120000 sec): 3 clusters
  Score: Raw -3814271.729240 + Penalty 11768.863524 = -3802502.865716
  nChanged 25
		SP:Iteration 24Q (60289.220000 sec): 3 clusters
  Score: Raw -3814278.828986 + Penalty 11768.863524 = -3802509.965462
  nChanged 24
		SP:Iteration 25Q (60289.330000 sec): 3 clusters
  Score: Raw -3814285.824960 + Penalty 11768.863524 = -3802516.961436
  nChanged 23
		SP:Iteration 26Q (60289.430000 sec): 3 clusters
  Score: Raw -3814290.691153 + Penalty 11768.863524 = -3802521.827629
  nChanged 12
		SP:Iteration 27Q (60289.540000 sec): 3 clusters
  Score: Raw -3814292.954682 + Penalty 11768.863524 = -3802524.091158
  nChanged 10
		SP:Iteration 28Q (60289.640000 sec): 3 clusters
  Score: Raw -3814294.731974 + Penalty 11768.863524 = -3802525.868450
  nChanged 4
		SP:Iteration 29Q (60289.750000 sec): 3 clusters
  Score: Raw -3814295.632427 + Penalty 11768.863524 = -3802526.768903
  nChanged 4
		SP:Iteration 30Q (60289.850000 sec): 3 clusters
  Score: Raw -3814297.076359 + Penalty 11768.863524 = -3802528.212835
  nChanged 7
		SP:Iteration 31Q (60289.960000 sec): 3 clusters
  Score: Raw -3814298.766857 + Penalty 11768.863524 = -3802529.903333
  nChanged 5
		SP:Iteration 32Q (60290.060000 sec): 3 clusters
  Score: Raw -3814299.730546 + Penalty 11768.863524 = -3802530.867022
  nChanged 13
		SP:Iteration 33Q (60290.160000 sec): 3 clusters
  Score: Raw -3814302.217267 + Penalty 11768.863524 = -3802533.353744
  nChanged 10
		SP:Iteration 34Q (60290.260000 sec): 3 clusters
  Score: Raw -3814304.825180 + Penalty 11768.863524 = -3802535.961657
  nChanged 10
		SP:Iteration 35Q (60290.370000 sec): 3 clusters
  Score: Raw -3814307.256667 + Penalty 11768.863524 = -3802538.393144
  nChanged 9
		SP:Iteration 36Q (60290.470000 sec): 3 clusters
  Score: Raw -3814309.264103 + Penalty 11768.863524 = -3802540.400579
  nChanged 8
		SP:Iteration 37Q (60290.570000 sec): 3 clusters
  Score: Raw -3814311.225616 + Penalty 11768.863524 = -3802542.362092
  nChanged 7
		SP:Iteration 38Q (60290.670000 sec): 3 clusters
  Score: Raw -3814313.366270 + Penalty 11768.863524 = -3802544.502747
  nChanged 8
		SP:Iteration 39Q (60290.770000 sec): 3 clusters
  Score: Raw -3814315.400973 + Penalty 11768.863524 = -3802546.537450
  nChanged 4
		SP:Iteration 40F (60290.880000 sec): 3 clusters
  Score: Raw -3814316.364111 + Penalty 11768.863524 = -3802547.500587
  nChanged 6
		SP:Iteration 41Q (60290.980000 sec): 3 clusters
  Score: Raw -3814317.640186 + Penalty 11768.863524 = -3802548.776663
  nChanged 3
		SP:Iteration 42Q (60291.080000 sec): 3 clusters
  Score: Raw -3814318.203478 + Penalty 11768.863524 = -3802549.339954
  nChanged 3
		SP:Iteration 43Q (60291.190000 sec): 3 clusters
  Score: Raw -3814318.659009 + Penalty 11768.863524 = -3802549.795485
  nChanged 2
		SP:Iteration 44Q (60291.290000 sec): 3 clusters
  Score: Raw -3814319.051208 + Penalty 11768.863524 = -3802550.187685
  nChanged 1
		SP:Iteration 45Q (60291.390000 sec): 3 clusters
  Score: Raw -3814319.103283 + Penalty 11768.863524 = -3802550.239759
  nChanged 0
		SP:Iteration 46F (60291.490000 sec): 3 clusters
  Score: Raw -3814319.103283 + Penalty 11768.863524 = -3802550.239759
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60291.910000 sec): 2 clusters
  Score: Raw -16595445.159605 + Penalty 6760.044397 = -16588685.115208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60292.360000 sec): 3 clusters
  Score: Raw -16558773.276925 + Penalty 13520.088795 = -16545253.188130
  nChanged 27664
		SP:Iteration 1F (60292.810000 sec): 3 clusters
  Score: Raw -16573689.899402 + Penalty 13520.088795 = -16560169.810607
  nChanged 3109
		SP:Iteration 2F (60293.270000 sec): 3 clusters
  Score: Raw -16574831.298122 + Penalty 13520.088795 = -16561311.209327
  nChanged 3130
		SP:Iteration 3F (60293.720000 sec): 3 clusters
  Score: Raw -16576209.372810 + Penalty 13520.088795 = -16562689.284015
  nChanged 3391
		SP:Iteration 4F (60294.170000 sec): 3 clusters
  Score: Raw -16578016.080364 + Penalty 13520.088795 = -16564495.991569
  nChanged 3845
		SP:Iteration 5F (60294.620000 sec): 3 clusters
  Score: Raw -16580478.190976 + Penalty 13520.088795 = -16566958.102181
  nChanged 4218
		SP:Iteration 6F (60295.070000 sec): 3 clusters
  Score: Raw -16583539.294574 + Penalty 13520.088795 = -16570019.205780
  nChanged 4387
		SP:Iteration 7F (60295.530000 sec): 3 clusters
  Score: Raw -16586877.249833 + Penalty 13520.088795 = -16573357.161038
  nChanged 3946
		SP:Iteration 8F (60295.980000 sec): 3 clusters
  Score: Raw -16589775.752506 + Penalty 13520.088795 = -16576255.663712
  nChanged 3092
		SP:Iteration 9Q (60296.430000 sec): 3 clusters
  Score: Raw -16591782.999604 + Penalty 13520.088795 = -16578262.910809
  nChanged 2313
		SP:Iteration 10Q (60296.880000 sec): 3 clusters
  Score: Raw -16593213.132888 + Penalty 13520.088795 = -16579693.044093
  nChanged 1754
		SP:Iteration 11Q (60297.330000 sec): 3 clusters
  Score: Raw -16594258.347966 + Penalty 13520.088795 = -16580738.259172
  nChanged 1371
		SP:Iteration 12Q (60297.770000 sec): 3 clusters
  Score: Raw -16595025.223519 + Penalty 13520.088795 = -16581505.134724
  nChanged 1063
		SP:Iteration 13Q (60298.200000 sec): 3 clusters
  Score: Raw -16595604.292632 + Penalty 13520.088795 = -16582084.203838
  nChanged 786
		SP:Iteration 14Q (60298.620000 sec): 3 clusters
  Score: Raw -16595991.649298 + Penalty 13520.088795 = -16582471.560504
  nChanged 589
		SP:Iteration 15Q (60299.040000 sec): 3 clusters
  Score: Raw -16596237.400956 + Penalty 13520.088795 = -16582717.312162
  nChanged 428
		SP:Iteration 16Q (60299.440000 sec): 3 clusters
  Score: Raw -16596407.624985 + Penalty 13520.088795 = -16582887.536190
  nChanged 353
		SP:Iteration 17Q (60299.830000 sec): 3 clusters
  Score: Raw -16596543.534257 + Penalty 13520.088795 = -16583023.445462
  nChanged 294
		SP:Iteration 18Q (60300.220000 sec): 3 clusters
  Score: Raw -16596650.618912 + Penalty 13520.088795 = -16583130.530117
  nChanged 218
		SP:Iteration 19Q (60300.610000 sec): 3 clusters
  Score: Raw -16596727.494019 + Penalty 13520.088795 = -16583207.405224
  nChanged 197
		SP:Iteration 20F (60301.060000 sec): 3 clusters
  Score: Raw -16596792.002883 + Penalty 13520.088795 = -16583271.914088
  nChanged 161
		SP:Iteration 21Q (60301.440000 sec): 3 clusters
  Score: Raw -16596844.859112 + Penalty 13520.088795 = -16583324.770317
  nChanged 121
		SP:Iteration 22Q (60301.820000 sec): 3 clusters
  Score: Raw -16596886.763493 + Penalty 13520.088795 = -16583366.674699
  nChanged 105
		SP:Iteration 23Q (60302.200000 sec): 3 clusters
  Score: Raw -16596921.352874 + Penalty 13520.088795 = -16583401.264079
  nChanged 72
		SP:Iteration 24Q (60302.570000 sec): 3 clusters
  Score: Raw -16596942.163335 + Penalty 13520.088795 = -16583422.074541
  nChanged 58
		SP:Iteration 25Q (60302.940000 sec): 3 clusters
  Score: Raw -16596959.124643 + Penalty 13520.088795 = -16583439.035849
  nChanged 62
		SP:Iteration 26Q (60303.320000 sec): 3 clusters
  Score: Raw -16596980.968546 + Penalty 13520.088795 = -16583460.879752
  nChanged 46
		SP:Iteration 27Q (60303.690000 sec): 3 clusters
  Score: Raw -16596995.253090 + Penalty 13520.088795 = -16583475.164296
  nChanged 48
		SP:Iteration 28Q (60304.060000 sec): 3 clusters
  Score: Raw -16597009.919612 + Penalty 13520.088795 = -16583489.830817
  nChanged 43
		SP:Iteration 29Q (60304.430000 sec): 3 clusters
  Score: Raw -16597021.761057 + Penalty 13520.088795 = -16583501.672262
  nChanged 24
		SP:Iteration 30Q (60304.800000 sec): 3 clusters
  Score: Raw -16597028.970850 + Penalty 13520.088795 = -16583508.882055
  nChanged 22
		SP:Iteration 31Q (60305.180000 sec): 3 clusters
  Score: Raw -16597035.049404 + Penalty 13520.088795 = -16583514.960610
  nChanged 20
		SP:Iteration 32Q (60305.540000 sec): 3 clusters
  Score: Raw -16597041.730511 + Penalty 13520.088795 = -16583521.641716
  nChanged 21
		SP:Iteration 33Q (60305.920000 sec): 3 clusters
  Score: Raw -16597047.245735 + Penalty 13520.088795 = -16583527.156940
  nChanged 13
		SP:Iteration 34Q (60306.280000 sec): 3 clusters
  Score: Raw -16597050.800559 + Penalty 13520.088795 = -16583530.711764
  nChanged 7
		SP:Iteration 35Q (60306.650000 sec): 3 clusters
  Score: Raw -16597052.521148 + Penalty 13520.088795 = -16583532.432353
  nChanged 8
		SP:Iteration 36Q (60307.020000 sec): 3 clusters
  Score: Raw -16597054.370840 + Penalty 13520.088795 = -16583534.282045
  nChanged 4
		SP:Iteration 37Q (60307.390000 sec): 3 clusters
  Score: Raw -16597055.579377 + Penalty 13520.088795 = -16583535.490583
  nChanged 4
		SP:Iteration 38Q (60307.760000 sec): 3 clusters
  Score: Raw -16597056.673110 + Penalty 13520.088795 = -16583536.584316
  nChanged 5
		SP:Iteration 39Q (60308.130000 sec): 3 clusters
  Score: Raw -16597058.852735 + Penalty 13520.088795 = -16583538.763940
  nChanged 4
		SP:Iteration 40F (60308.590000 sec): 3 clusters
  Score: Raw -16597060.066883 + Penalty 13520.088795 = -16583539.978088
  nChanged 7
		SP:Iteration 41Q (60308.980000 sec): 3 clusters
  Score: Raw -16597061.766667 + Penalty 13520.088795 = -16583541.677873
  nChanged 6
		SP:Iteration 42Q (60309.360000 sec): 3 clusters
  Score: Raw -16597063.365161 + Penalty 13520.088795 = -16583543.276367
  nChanged 5
		SP:Iteration 43Q (60309.750000 sec): 3 clusters
  Score: Raw -16597064.980467 + Penalty 13520.088795 = -16583544.891673
  nChanged 3
		SP:Iteration 44Q (60310.140000 sec): 3 clusters
  Score: Raw -16597066.144759 + Penalty 13520.088795 = -16583546.055965
  nChanged 8
		SP:Iteration 45Q (60310.520000 sec): 3 clusters
  Score: Raw -16597068.675680 + Penalty 13520.088795 = -16583548.586885
  nChanged 9
		SP:Iteration 46Q (60310.910000 sec): 3 clusters
  Score: Raw -16597072.015815 + Penalty 13520.088795 = -16583551.927021
  nChanged 7
		SP:Iteration 47Q (60311.300000 sec): 3 clusters
  Score: Raw -16597074.252374 + Penalty 13520.088795 = -16583554.163579
  nChanged 11
		SP:Iteration 48Q (60311.680000 sec): 3 clusters
  Score: Raw -16597077.503366 + Penalty 13520.088795 = -16583557.414571
  nChanged 11
		SP:Iteration 49Q (60312.060000 sec): 3 clusters
  Score: Raw -16597080.885636 + Penalty 13520.088795 = -16583560.796842
  nChanged 10
		SP:Iteration 50Q (60312.450000 sec): 3 clusters
  Score: Raw -16597083.244687 + Penalty 13520.088795 = -16583563.155892
  nChanged 8
		SP:Iteration 51Q (60312.830000 sec): 3 clusters
  Score: Raw -16597085.424695 + Penalty 13520.088795 = -16583565.335901
  nChanged 8
		SP:Iteration 52Q (60313.220000 sec): 3 clusters
  Score: Raw -16597087.728464 + Penalty 13520.088795 = -16583567.639669
  nChanged 5
		SP:Iteration 53Q (60313.600000 sec): 3 clusters
  Score: Raw -16597089.250289 + Penalty 13520.088795 = -16583569.161494
  nChanged 8
		SP:Iteration 54Q (60313.990000 sec): 3 clusters
  Score: Raw -16597091.072636 + Penalty 13520.088795 = -16583570.983842
  nChanged 2
		SP:Iteration 55Q (60314.380000 sec): 3 clusters
  Score: Raw -16597091.298117 + Penalty 13520.088795 = -16583571.209323
  nChanged 1
		SP:Iteration 56Q (60314.760000 sec): 3 clusters
  Score: Raw -16597091.706425 + Penalty 13520.088795 = -16583571.617630
  nChanged 3
		SP:Iteration 57Q (60315.140000 sec): 3 clusters
  Score: Raw -16597092.389122 + Penalty 13520.088795 = -16583572.300327
  nChanged 3
		SP:Iteration 58Q (60315.520000 sec): 3 clusters
  Score: Raw -16597093.538331 + Penalty 13520.088795 = -16583573.449537
  nChanged 4
		SP:Iteration 59Q (60315.900000 sec): 3 clusters
  Score: Raw -16597095.075649 + Penalty 13520.088795 = -16583574.986854
  nChanged 6
		SP:Iteration 60F (60316.370000 sec): 3 clusters
  Score: Raw -16597096.838871 + Penalty 13520.088795 = -16583576.750077
  nChanged 8
		SP:Iteration 61Q (60316.760000 sec): 3 clusters
  Score: Raw -16597099.267741 + Penalty 13520.088795 = -16583579.178946
  nChanged 6
		SP:Iteration 62Q (60317.130000 sec): 3 clusters
  Score: Raw -16597101.611503 + Penalty 13520.088795 = -16583581.522708
  nChanged 8
		SP:Iteration 63Q (60317.510000 sec): 3 clusters
  Score: Raw -16597103.843015 + Penalty 13520.088795 = -16583583.754220
  nChanged 5
		SP:Iteration 64Q (60317.900000 sec): 3 clusters
  Score: Raw -16597105.192319 + Penalty 13520.088795 = -16583585.103524
  nChanged 5
		SP:Iteration 65Q (60318.280000 sec): 3 clusters
  Score: Raw -16597106.405263 + Penalty 13520.088795 = -16583586.316468
  nChanged 1
		SP:Iteration 66Q (60318.670000 sec): 3 clusters
  Score: Raw -16597106.624211 + Penalty 13520.088795 = -16583586.535416
  nChanged 2
		SP:Iteration 67Q (60319.050000 sec): 3 clusters
  Score: Raw -16597106.977353 + Penalty 13520.088795 = -16583586.888558
  nChanged 0
		SP:Iteration 68F (60319.520000 sec): 3 clusters
  Score: Raw -16597106.977353 + Penalty 13520.088795 = -16583586.888558
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (17091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60319.660000 sec): 2 clusters
  Score: Raw -4528149.253492 + Penalty 5969.613214 = -4522179.640278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60319.800000 sec): 3 clusters
  Score: Raw -4519360.151622 + Penalty 11939.226428 = -4507420.925194
  nChanged 6815
		SP:Iteration 1F (60319.920000 sec): 3 clusters
  Score: Raw -4522934.735553 + Penalty 11939.226428 = -4510995.509125
  nChanged 1192
		SP:Iteration 2F (60320.060000 sec): 3 clusters
  Score: Raw -4523536.986358 + Penalty 11939.226428 = -4511597.759930
  nChanged 857
		SP:Iteration 3F (60320.180000 sec): 3 clusters
  Score: Raw -4523948.636172 + Penalty 11939.226428 = -4512009.409744
  nChanged 677
		SP:Iteration 4Q (60320.320000 sec): 3 clusters
  Score: Raw -4524241.619963 + Penalty 11939.226428 = -4512302.393535
  nChanged 566
		SP:Iteration 5Q (60320.450000 sec): 3 clusters
  Score: Raw -4524489.730784 + Penalty 11939.226428 = -4512550.504356
  nChanged 462
		SP:Iteration 6Q (60320.580000 sec): 3 clusters
  Score: Raw -4524702.807319 + Penalty 11939.226428 = -4512763.580891
  nChanged 422
		SP:Iteration 7Q (60320.710000 sec): 3 clusters
  Score: Raw -4524904.755109 + Penalty 11939.226428 = -4512965.528681
  nChanged 414
		SP:Iteration 8Q (60320.840000 sec): 3 clusters
  Score: Raw -4525094.018810 + Penalty 11939.226428 = -4513154.792382
  nChanged 421
		SP:Iteration 9Q (60320.970000 sec): 3 clusters
  Score: Raw -4525279.697741 + Penalty 11939.226428 = -4513340.471313
  nChanged 405
		SP:Iteration 10Q (60321.100000 sec): 3 clusters
  Score: Raw -4525466.718635 + Penalty 11939.226428 = -4513527.492207
  nChanged 411
		SP:Iteration 11Q (60321.230000 sec): 3 clusters
  Score: Raw -4525648.963753 + Penalty 11939.226428 = -4513709.737325
  nChanged 404
		SP:Iteration 12Q (60321.360000 sec): 3 clusters
  Score: Raw -4525828.801931 + Penalty 11939.226428 = -4513889.575503
  nChanged 416
		SP:Iteration 13Q (60321.490000 sec): 3 clusters
  Score: Raw -4526016.747744 + Penalty 11939.226428 = -4514077.521316
  nChanged 407
		SP:Iteration 14Q (60321.620000 sec): 3 clusters
  Score: Raw -4526197.876808 + Penalty 11939.226428 = -4514258.650380
  nChanged 416
		SP:Iteration 15Q (60321.750000 sec): 3 clusters
  Score: Raw -4526393.112975 + Penalty 11939.226428 = -4514453.886547
  nChanged 445
		SP:Iteration 16Q (60321.870000 sec): 3 clusters
  Score: Raw -4526595.253688 + Penalty 11939.226428 = -4514656.027260
  nChanged 409
		SP:Iteration 17Q (60322.000000 sec): 3 clusters
  Score: Raw -4526785.325867 + Penalty 11939.226428 = -4514846.099439
  nChanged 400
		SP:Iteration 18Q (60322.120000 sec): 3 clusters
  Score: Raw -4526965.630783 + Penalty 11939.226428 = -4515026.404355
  nChanged 351
		SP:Iteration 19Q (60322.240000 sec): 3 clusters
  Score: Raw -4527115.254521 + Penalty 11939.226428 = -4515176.028093
  nChanged 311
		SP:Iteration 20F (60322.370000 sec): 3 clusters
  Score: Raw -4527234.660404 + Penalty 11939.226428 = -4515295.433976
  nChanged 281
		SP:Iteration 21Q (60322.490000 sec): 3 clusters
  Score: Raw -4527338.870770 + Penalty 11939.226428 = -4515399.644342
  nChanged 251
		SP:Iteration 22Q (60322.620000 sec): 3 clusters
  Score: Raw -4527424.265340 + Penalty 11939.226428 = -4515485.038912
  nChanged 213
		SP:Iteration 23Q (60322.740000 sec): 3 clusters
  Score: Raw -4527494.165155 + Penalty 11939.226428 = -4515554.938727
  nChanged 182
		SP:Iteration 24Q (60322.860000 sec): 3 clusters
  Score: Raw -4527555.212348 + Penalty 11939.226428 = -4515615.985920
  nChanged 184
		SP:Iteration 25Q (60322.980000 sec): 3 clusters
  Score: Raw -4527616.644942 + Penalty 11939.226428 = -4515677.418514
  nChanged 167
		SP:Iteration 26Q (60323.110000 sec): 3 clusters
  Score: Raw -4527670.748411 + Penalty 11939.226428 = -4515731.521983
  nChanged 143
		SP:Iteration 27Q (60323.230000 sec): 3 clusters
  Score: Raw -4527711.872454 + Penalty 11939.226428 = -4515772.646026
  nChanged 135
		SP:Iteration 28Q (60323.350000 sec): 3 clusters
  Score: Raw -4527751.719316 + Penalty 11939.226428 = -4515812.492888
  nChanged 125
		SP:Iteration 29Q (60323.480000 sec): 3 clusters
  Score: Raw -4527786.864779 + Penalty 11939.226428 = -4515847.638351
  nChanged 92
		SP:Iteration 30Q (60323.600000 sec): 3 clusters
  Score: Raw -4527810.614130 + Penalty 11939.226428 = -4515871.387702
  nChanged 79
		SP:Iteration 31Q (60323.720000 sec): 3 clusters
  Score: Raw -4527828.619114 + Penalty 11939.226428 = -4515889.392686
  nChanged 63
		SP:Iteration 32Q (60323.840000 sec): 3 clusters
  Score: Raw -4527843.832134 + Penalty 11939.226428 = -4515904.605706
  nChanged 72
		SP:Iteration 33Q (60323.970000 sec): 3 clusters
  Score: Raw -4527861.398868 + Penalty 11939.226428 = -4515922.172440
  nChanged 63
		SP:Iteration 34Q (60324.090000 sec): 3 clusters
  Score: Raw -4527876.963888 + Penalty 11939.226428 = -4515937.737460
  nChanged 63
		SP:Iteration 35Q (60324.220000 sec): 3 clusters
  Score: Raw -4527891.874146 + Penalty 11939.226428 = -4515952.647718
  nChanged 57
		SP:Iteration 36Q (60324.340000 sec): 3 clusters
  Score: Raw -4527906.284196 + Penalty 11939.226428 = -4515967.057768
  nChanged 43
		SP:Iteration 37Q (60324.460000 sec): 3 clusters
  Score: Raw -4527915.137072 + Penalty 11939.226428 = -4515975.910644
  nChanged 39
		SP:Iteration 38Q (60324.590000 sec): 3 clusters
  Score: Raw -4527923.512489 + Penalty 11939.226428 = -4515984.286061
  nChanged 42
		SP:Iteration 39Q (60324.710000 sec): 3 clusters
  Score: Raw -4527932.454736 + Penalty 11939.226428 = -4515993.228308
  nChanged 34
		SP:Iteration 40F (60324.840000 sec): 3 clusters
  Score: Raw -4527939.264986 + Penalty 11939.226428 = -4516000.038558
  nChanged 35
		SP:Iteration 41Q (60324.960000 sec): 3 clusters
  Score: Raw -4527946.730884 + Penalty 11939.226428 = -4516007.504456
  nChanged 34
		SP:Iteration 42Q (60325.080000 sec): 3 clusters
  Score: Raw -4527953.263641 + Penalty 11939.226428 = -4516014.037213
  nChanged 35
		SP:Iteration 43Q (60325.200000 sec): 3 clusters
  Score: Raw -4527961.284236 + Penalty 11939.226428 = -4516022.057808
  nChanged 38
		SP:Iteration 44Q (60325.330000 sec): 3 clusters
  Score: Raw -4527968.669217 + Penalty 11939.226428 = -4516029.442789
  nChanged 31
		SP:Iteration 45Q (60325.450000 sec): 3 clusters
  Score: Raw -4527974.664443 + Penalty 11939.226428 = -4516035.438015
  nChanged 28
		SP:Iteration 46Q (60325.580000 sec): 3 clusters
  Score: Raw -4527981.356728 + Penalty 11939.226428 = -4516042.130300
  nChanged 36
		SP:Iteration 47Q (60325.700000 sec): 3 clusters
  Score: Raw -4527989.187943 + Penalty 11939.226428 = -4516049.961515
  nChanged 29
		SP:Iteration 48Q (60325.830000 sec): 3 clusters
  Score: Raw -4527995.842695 + Penalty 11939.226428 = -4516056.616267
  nChanged 27
		SP:Iteration 49Q (60325.960000 sec): 3 clusters
  Score: Raw -4528000.736900 + Penalty 11939.226428 = -4516061.510472
  nChanged 21
		SP:Iteration 50Q (60326.080000 sec): 3 clusters
  Score: Raw -4528005.226949 + Penalty 11939.226428 = -4516066.000521
  nChanged 22
		SP:Iteration 51Q (60326.210000 sec): 3 clusters
  Score: Raw -4528009.836275 + Penalty 11939.226428 = -4516070.609847
  nChanged 26
		SP:Iteration 52Q (60326.340000 sec): 3 clusters
  Score: Raw -4528017.273692 + Penalty 11939.226428 = -4516078.047264
  nChanged 33
		SP:Iteration 53Q (60326.470000 sec): 3 clusters
  Score: Raw -4528023.453726 + Penalty 11939.226428 = -4516084.227298
  nChanged 21
		SP:Iteration 54Q (60326.600000 sec): 3 clusters
  Score: Raw -4528027.996875 + Penalty 11939.226428 = -4516088.770447
  nChanged 19
		SP:Iteration 55Q (60326.720000 sec): 3 clusters
  Score: Raw -4528031.382888 + Penalty 11939.226428 = -4516092.156460
  nChanged 16
		SP:Iteration 56Q (60326.850000 sec): 3 clusters
  Score: Raw -4528034.765385 + Penalty 11939.226428 = -4516095.538957
  nChanged 13
		SP:Iteration 57Q (60326.980000 sec): 3 clusters
  Score: Raw -4528037.801810 + Penalty 11939.226428 = -4516098.575382
  nChanged 15
		SP:Iteration 58Q (60327.110000 sec): 3 clusters
  Score: Raw -4528041.044372 + Penalty 11939.226428 = -4516101.817945
  nChanged 15
		SP:Iteration 59Q (60327.240000 sec): 3 clusters
  Score: Raw -4528044.035987 + Penalty 11939.226428 = -4516104.809559
  nChanged 15
		SP:Iteration 60F (60327.360000 sec): 3 clusters
  Score: Raw -4528046.839847 + Penalty 11939.226428 = -4516107.613419
  nChanged 10
		SP:Iteration 61Q (60327.490000 sec): 3 clusters
  Score: Raw -4528048.964514 + Penalty 11939.226428 = -4516109.738086
  nChanged 12
		SP:Iteration 62Q (60327.620000 sec): 3 clusters
  Score: Raw -4528051.785661 + Penalty 11939.226428 = -4516112.559233
  nChanged 16
		SP:Iteration 63Q (60327.750000 sec): 3 clusters
  Score: Raw -4528054.871897 + Penalty 11939.226428 = -4516115.645469
  nChanged 15
		SP:Iteration 64Q (60327.880000 sec): 3 clusters
  Score: Raw -4528057.679648 + Penalty 11939.226428 = -4516118.453220
  nChanged 14
		SP:Iteration 65Q (60328.010000 sec): 3 clusters
  Score: Raw -4528060.315536 + Penalty 11939.226428 = -4516121.089108
  nChanged 15
		SP:Iteration 66Q (60328.140000 sec): 3 clusters
  Score: Raw -4528063.345588 + Penalty 11939.226428 = -4516124.119160
  nChanged 15
		SP:Iteration 67Q (60328.260000 sec): 3 clusters
  Score: Raw -4528066.410800 + Penalty 11939.226428 = -4516127.184372
  nChanged 18
		SP:Iteration 68Q (60328.390000 sec): 3 clusters
  Score: Raw -4528070.115692 + Penalty 11939.226428 = -4516130.889264
  nChanged 16
		SP:Iteration 69Q (60328.510000 sec): 3 clusters
  Score: Raw -4528073.011125 + Penalty 11939.226428 = -4516133.784697
  nChanged 11
		SP:Iteration 70Q (60328.640000 sec): 3 clusters
  Score: Raw -4528074.954963 + Penalty 11939.226428 = -4516135.728535
  nChanged 13
		SP:Iteration 71Q (60328.770000 sec): 3 clusters
  Score: Raw -4528077.041190 + Penalty 11939.226428 = -4516137.814762
  nChanged 15
		SP:Iteration 72Q (60328.890000 sec): 3 clusters
  Score: Raw -4528079.496647 + Penalty 11939.226428 = -4516140.270219
  nChanged 16
		SP:Iteration 73Q (60329.020000 sec): 3 clusters
  Score: Raw -4528082.404486 + Penalty 11939.226428 = -4516143.178058
  nChanged 12
		SP:Iteration 74Q (60329.150000 sec): 3 clusters
  Score: Raw -4528085.013728 + Penalty 11939.226428 = -4516145.787300
  nChanged 12
		SP:Iteration 75Q (60329.270000 sec): 3 clusters
  Score: Raw -4528087.202442 + Penalty 11939.226428 = -4516147.976014
  nChanged 11
		SP:Iteration 76Q (60329.400000 sec): 3 clusters
  Score: Raw -4528089.018781 + Penalty 11939.226428 = -4516149.792353
  nChanged 10
		SP:Iteration 77Q (60329.530000 sec): 3 clusters
  Score: Raw -4528090.370820 + Penalty 11939.226428 = -4516151.144392
  nChanged 7
		SP:Iteration 78Q (60329.660000 sec): 3 clusters
  Score: Raw -4528091.749289 + Penalty 11939.226428 = -4516152.522861
  nChanged 8
		SP:Iteration 79Q (60329.800000 sec): 3 clusters
  Score: Raw -4528092.917112 + Penalty 11939.226428 = -4516153.690684
  nChanged 5
		SP:Iteration 80F (60329.920000 sec): 3 clusters
  Score: Raw -4528093.710276 + Penalty 11939.226428 = -4516154.483848
  nChanged 5
		SP:Iteration 81Q (60330.050000 sec): 3 clusters
  Score: Raw -4528094.603799 + Penalty 11939.226428 = -4516155.377371
  nChanged 6
		SP:Iteration 82Q (60330.180000 sec): 3 clusters
  Score: Raw -4528095.601181 + Penalty 11939.226428 = -4516156.374753
  nChanged 8
		SP:Iteration 83Q (60330.310000 sec): 3 clusters
  Score: Raw -4528096.955880 + Penalty 11939.226428 = -4516157.729452
  nChanged 6
		SP:Iteration 84Q (60330.440000 sec): 3 clusters
  Score: Raw -4528098.187600 + Penalty 11939.226428 = -4516158.961172
  nChanged 7
		SP:Iteration 85Q (60330.560000 sec): 3 clusters
  Score: Raw -4528099.373375 + Penalty 11939.226428 = -4516160.146947
  nChanged 10
		SP:Iteration 86Q (60330.700000 sec): 3 clusters
  Score: Raw -4528101.017982 + Penalty 11939.226428 = -4516161.791554
  nChanged 5
		SP:Iteration 87Q (60330.820000 sec): 3 clusters
  Score: Raw -4528102.251118 + Penalty 11939.226428 = -4516163.024690
  nChanged 9
		SP:Iteration 88Q (60330.950000 sec): 3 clusters
  Score: Raw -4528103.976855 + Penalty 11939.226428 = -4516164.750427
  nChanged 9
		SP:Iteration 89Q (60331.080000 sec): 3 clusters
  Score: Raw -4528105.391308 + Penalty 11939.226428 = -4516166.164880
  nChanged 8
		SP:Iteration 90Q (60331.210000 sec): 3 clusters
  Score: Raw -4528106.871590 + Penalty 11939.226428 = -4516167.645162
  nChanged 11
		SP:Iteration 91Q (60331.340000 sec): 3 clusters
  Score: Raw -4528108.702081 + Penalty 11939.226428 = -4516169.475653
  nChanged 11
		SP:Iteration 92Q (60331.460000 sec): 3 clusters
  Score: Raw -4528110.245475 + Penalty 11939.226428 = -4516171.019047
  nChanged 7
		SP:Iteration 93Q (60331.590000 sec): 3 clusters
  Score: Raw -4528111.277457 + Penalty 11939.226428 = -4516172.051029
  nChanged 5
		SP:Iteration 94Q (60331.720000 sec): 3 clusters
  Score: Raw -4528112.092557 + Penalty 11939.226428 = -4516172.866129
  nChanged 4
		SP:Iteration 95Q (60331.850000 sec): 3 clusters
  Score: Raw -4528112.744888 + Penalty 11939.226428 = -4516173.518460
  nChanged 6
		SP:Iteration 96Q (60331.980000 sec): 3 clusters
  Score: Raw -4528113.742537 + Penalty 11939.226428 = -4516174.516109
  nChanged 5
		SP:Iteration 97Q (60332.110000 sec): 3 clusters
  Score: Raw -4528114.924588 + Penalty 11939.226428 = -4516175.698160
  nChanged 5
		SP:Iteration 98Q (60332.240000 sec): 3 clusters
  Score: Raw -4528116.038042 + Penalty 11939.226428 = -4516176.811614
  nChanged 10
		SP:Iteration 99Q (60332.360000 sec): 3 clusters
  Score: Raw -4528117.482801 + Penalty 11939.226428 = -4516178.256373
  nChanged 5
		SP:Iteration 100F (60332.500000 sec): 3 clusters
  Score: Raw -4528118.394179 + Penalty 11939.226428 = -4516179.167751
  nChanged 8
		SP:Iteration 101Q (60332.620000 sec): 3 clusters
  Score: Raw -4528119.623844 + Penalty 11939.226428 = -4516180.397416
  nChanged 10
		SP:Iteration 102Q (60332.750000 sec): 3 clusters
  Score: Raw -4528121.317292 + Penalty 11939.226428 = -4516182.090864
  nChanged 13
		SP:Iteration 103Q (60332.880000 sec): 3 clusters
  Score: Raw -4528123.684123 + Penalty 11939.226428 = -4516184.457695
  nChanged 11
		SP:Iteration 104Q (60333.010000 sec): 3 clusters
  Score: Raw -4528126.092778 + Penalty 11939.226428 = -4516186.866350
  nChanged 15
		SP:Iteration 105Q (60333.130000 sec): 3 clusters
  Score: Raw -4528129.147193 + Penalty 11939.226428 = -4516189.920765
  nChanged 18
		SP:Iteration 106Q (60333.260000 sec): 3 clusters
  Score: Raw -4528132.850078 + Penalty 11939.226428 = -4516193.623650
  nChanged 22
		SP:Iteration 107Q (60333.390000 sec): 3 clusters
  Score: Raw -4528137.107083 + Penalty 11939.226428 = -4516197.880655
  nChanged 14
		SP:Iteration 108Q (60333.520000 sec): 3 clusters
  Score: Raw -4528139.435056 + Penalty 11939.226428 = -4516200.208628
  nChanged 11
		SP:Iteration 109Q (60333.640000 sec): 3 clusters
  Score: Raw -4528141.502699 + Penalty 11939.226428 = -4516202.276271
  nChanged 9
		SP:Iteration 110Q (60333.770000 sec): 3 clusters
  Score: Raw -4528143.421900 + Penalty 11939.226428 = -4516204.195472
  nChanged 10
		SP:Iteration 111Q (60333.900000 sec): 3 clusters
  Score: Raw -4528145.741583 + Penalty 11939.226428 = -4516206.515155
  nChanged 16
		SP:Iteration 112Q (60334.030000 sec): 3 clusters
  Score: Raw -4528149.168802 + Penalty 11939.226428 = -4516209.942374
  nChanged 13
		SP:Iteration 113Q (60334.160000 sec): 3 clusters
  Score: Raw -4528151.905465 + Penalty 11939.226428 = -4516212.679037
  nChanged 12
		SP:Iteration 114Q (60334.290000 sec): 3 clusters
  Score: Raw -4528153.903306 + Penalty 11939.226428 = -4516214.676878
  nChanged 6
		SP:Iteration 115Q (60334.420000 sec): 3 clusters
  Score: Raw -4528155.193773 + Penalty 11939.226428 = -4516215.967345
  nChanged 6
		SP:Iteration 116Q (60334.540000 sec): 3 clusters
  Score: Raw -4528156.216912 + Penalty 11939.226428 = -4516216.990484
  nChanged 5
		SP:Iteration 117Q (60334.670000 sec): 3 clusters
  Score: Raw -4528156.886500 + Penalty 11939.226428 = -4516217.660072
  nChanged 3
		SP:Iteration 118Q (60334.800000 sec): 3 clusters
  Score: Raw -4528157.457509 + Penalty 11939.226428 = -4516218.231081
  nChanged 4
		SP:Iteration 119Q (60334.930000 sec): 3 clusters
  Score: Raw -4528158.128901 + Penalty 11939.226428 = -4516218.902473
  nChanged 3
		SP:Iteration 120F (60335.060000 sec): 3 clusters
  Score: Raw -4528158.522486 + Penalty 11939.226428 = -4516219.296058
  nChanged 2
		SP:Iteration 121Q (60335.180000 sec): 3 clusters
  Score: Raw -4528159.002897 + Penalty 11939.226428 = -4516219.776469
  nChanged 1
		SP:Iteration 122Q (60335.320000 sec): 3 clusters
  Score: Raw -4528159.118303 + Penalty 11939.226428 = -4516219.891875
  nChanged 1
		SP:Iteration 123Q (60335.440000 sec): 3 clusters
  Score: Raw -4528159.249556 + Penalty 11939.226428 = -4516220.023128
  nChanged 1
		SP:Iteration 124Q (60335.570000 sec): 3 clusters
  Score: Raw -4528159.325314 + Penalty 11939.226428 = -4516220.098886
  nChanged 1
		SP:Iteration 125Q (60335.700000 sec): 3 clusters
  Score: Raw -4528159.620007 + Penalty 11939.226428 = -4516220.393579
  nChanged 1
		SP:Iteration 126Q (60335.830000 sec): 3 clusters
  Score: Raw -4528159.736194 + Penalty 11939.226428 = -4516220.509766
  nChanged 0
		SP:Iteration 127F (60335.960000 sec): 3 clusters
  Score: Raw -4528159.736194 + Penalty 11939.226428 = -4516220.509766
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (43703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60336.260000 sec): 2 clusters
  Score: Raw -11438712.271481 + Penalty 6544.667868 = -11432167.603613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60336.590000 sec): 3 clusters
  Score: Raw -11413671.809894 + Penalty 13089.335735 = -11400582.474159
  nChanged 19119
		SP:Iteration 1F (60336.930000 sec): 3 clusters
  Score: Raw -11424576.041937 + Penalty 13089.335735 = -11411486.706202
  nChanged 3014
		SP:Iteration 2F (60337.260000 sec): 3 clusters
  Score: Raw -11426669.819756 + Penalty 13089.335735 = -11413580.484021
  nChanged 3229
		SP:Iteration 3F (60337.600000 sec): 3 clusters
  Score: Raw -11429300.367733 + Penalty 13089.335735 = -11416211.031998
  nChanged 3577
		SP:Iteration 4F (60337.930000 sec): 3 clusters
  Score: Raw -11432313.869759 + Penalty 13089.335735 = -11419224.534024
  nChanged 3588
		SP:Iteration 5F (60338.260000 sec): 3 clusters
  Score: Raw -11435285.248607 + Penalty 13089.335735 = -11422195.912872
  nChanged 3127
		SP:Iteration 6F (60338.580000 sec): 3 clusters
  Score: Raw -11437680.630244 + Penalty 13089.335735 = -11424591.294509
  nChanged 2279
		SP:Iteration 7F (60338.900000 sec): 3 clusters
  Score: Raw -11439264.485564 + Penalty 13089.335735 = -11426175.149829
  nChanged 1606
		SP:Iteration 8Q (60339.230000 sec): 3 clusters
  Score: Raw -11440263.399064 + Penalty 13089.335735 = -11427174.063329
  nChanged 1137
		SP:Iteration 9Q (60339.550000 sec): 3 clusters
  Score: Raw -11440939.700757 + Penalty 13089.335735 = -11427850.365022
  nChanged 831
		SP:Iteration 10Q (60339.870000 sec): 3 clusters
  Score: Raw -11441420.167456 + Penalty 13089.335735 = -11428330.831721
  nChanged 678
		SP:Iteration 11Q (60340.190000 sec): 3 clusters
  Score: Raw -11441780.781173 + Penalty 13089.335735 = -11428691.445438
  nChanged 524
		SP:Iteration 12Q (60340.520000 sec): 3 clusters
  Score: Raw -11442063.521861 + Penalty 13089.335735 = -11428974.186126
  nChanged 422
		SP:Iteration 13Q (60340.840000 sec): 3 clusters
  Score: Raw -11442269.854315 + Penalty 13089.335735 = -11429180.518580
  nChanged 327
		SP:Iteration 14Q (60341.160000 sec): 3 clusters
  Score: Raw -11442434.653815 + Penalty 13089.335735 = -11429345.318080
  nChanged 232
		SP:Iteration 15Q (60341.470000 sec): 3 clusters
  Score: Raw -11442547.109324 + Penalty 13089.335735 = -11429457.773589
  nChanged 184
		SP:Iteration 16Q (60341.780000 sec): 3 clusters
  Score: Raw -11442630.534588 + Penalty 13089.335735 = -11429541.198853
  nChanged 141
		SP:Iteration 17Q (60342.080000 sec): 3 clusters
  Score: Raw -11442696.431904 + Penalty 13089.335735 = -11429607.096169
  nChanged 128
		SP:Iteration 18Q (60342.380000 sec): 3 clusters
  Score: Raw -11442757.215652 + Penalty 13089.335735 = -11429667.879917
  nChanged 92
		SP:Iteration 19Q (60342.680000 sec): 3 clusters
  Score: Raw -11442805.292575 + Penalty 13089.335735 = -11429715.956840
  nChanged 73
		SP:Iteration 20F (60343.000000 sec): 3 clusters
  Score: Raw -11442841.741807 + Penalty 13089.335735 = -11429752.406072
  nChanged 63
		SP:Iteration 21Q (60343.300000 sec): 3 clusters
  Score: Raw -11442873.235008 + Penalty 13089.335735 = -11429783.899273
  nChanged 50
		SP:Iteration 22Q (60343.590000 sec): 3 clusters
  Score: Raw -11442893.868576 + Penalty 13089.335735 = -11429804.532841
  nChanged 40
		SP:Iteration 23Q (60343.880000 sec): 3 clusters
  Score: Raw -11442909.723628 + Penalty 13089.335735 = -11429820.387893
  nChanged 30
		SP:Iteration 24Q (60344.160000 sec): 3 clusters
  Score: Raw -11442922.662675 + Penalty 13089.335735 = -11429833.326940
  nChanged 27
		SP:Iteration 25Q (60344.440000 sec): 3 clusters
  Score: Raw -11442937.155542 + Penalty 13089.335735 = -11429847.819807
  nChanged 30
		SP:Iteration 26Q (60344.720000 sec): 3 clusters
  Score: Raw -11442956.328781 + Penalty 13089.335735 = -11429866.993046
  nChanged 39
		SP:Iteration 27Q (60345.000000 sec): 3 clusters
  Score: Raw -11442977.905076 + Penalty 13089.335735 = -11429888.569341
  nChanged 33
		SP:Iteration 28Q (60345.280000 sec): 3 clusters
  Score: Raw -11442993.702238 + Penalty 13089.335735 = -11429904.366503
  nChanged 27
		SP:Iteration 29Q (60345.550000 sec): 3 clusters
  Score: Raw -11443005.342115 + Penalty 13089.335735 = -11429916.006380
  nChanged 20
		SP:Iteration 30Q (60345.820000 sec): 3 clusters
  Score: Raw -11443015.660377 + Penalty 13089.335735 = -11429926.324642
  nChanged 21
		SP:Iteration 31Q (60346.080000 sec): 3 clusters
  Score: Raw -11443027.135605 + Penalty 13089.335735 = -11429937.799870
  nChanged 23
		SP:Iteration 32Q (60346.350000 sec): 3 clusters
  Score: Raw -11443036.531952 + Penalty 13089.335735 = -11429947.196217
  nChanged 14
		SP:Iteration 33Q (60346.610000 sec): 3 clusters
  Score: Raw -11443041.312109 + Penalty 13089.335735 = -11429951.976374
  nChanged 12
		SP:Iteration 34Q (60346.880000 sec): 3 clusters
  Score: Raw -11443044.525962 + Penalty 13089.335735 = -11429955.190227
  nChanged 10
		SP:Iteration 35Q (60347.140000 sec): 3 clusters
  Score: Raw -11443047.454313 + Penalty 13089.335735 = -11429958.118578
  nChanged 6
		SP:Iteration 36Q (60347.400000 sec): 3 clusters
  Score: Raw -11443048.715120 + Penalty 13089.335735 = -11429959.379385
  nChanged 3
		SP:Iteration 37Q (60347.660000 sec): 3 clusters
  Score: Raw -11443049.494223 + Penalty 13089.335735 = -11429960.158488
  nChanged 2
		SP:Iteration 38Q (60347.920000 sec): 3 clusters
  Score: Raw -11443049.876072 + Penalty 13089.335735 = -11429960.540336
  nChanged 3
		SP:Iteration 39Q (60348.190000 sec): 3 clusters
  Score: Raw -11443050.325389 + Penalty 13089.335735 = -11429960.989654
  nChanged 1
		SP:Iteration 40F (60348.510000 sec): 3 clusters
  Score: Raw -11443050.500533 + Penalty 13089.335735 = -11429961.164798
  nChanged 1
		SP:Iteration 41Q (60348.770000 sec): 3 clusters
  Score: Raw -11443050.656852 + Penalty 13089.335735 = -11429961.321117
  nChanged 0
		SP:Iteration 42F (60349.090000 sec): 3 clusters
  Score: Raw -11443050.656852 + Penalty 13089.335735 = -11429961.321117
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60349.130000 sec): 2 clusters
  Score: Raw -375916.736803 + Penalty 4478.530275 = -371438.206528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60349.140000 sec): 3 clusters
  Score: Raw -375907.036536 + Penalty 8957.060551 = -366949.975985
  nChanged 300
		SP:Iteration 1F (60349.150000 sec): 3 clusters
  Score: Raw -376374.828372 + Penalty 8957.060551 = -367417.767821
  nChanged 69
		SP:Iteration 2Q (60349.160000 sec): 3 clusters
  Score: Raw -376556.979577 + Penalty 8957.060551 = -367599.919026
  nChanged 56
		SP:Iteration 3Q (60349.170000 sec): 3 clusters
  Score: Raw -376656.227272 + Penalty 8957.060551 = -367699.166721
  nChanged 27
		SP:Iteration 4Q (60349.180000 sec): 3 clusters
  Score: Raw -376702.217372 + Penalty 8957.060551 = -367745.156821
  nChanged 18
		SP:Iteration 5Q (60349.190000 sec): 3 clusters
  Score: Raw -376734.891658 + Penalty 8957.060551 = -367777.831107
  nChanged 17
		SP:Iteration 6Q (60349.200000 sec): 3 clusters
  Score: Raw -376758.933522 + Penalty 8957.060551 = -367801.872971
  nChanged 10
		SP:Iteration 7Q (60349.210000 sec): 3 clusters
  Score: Raw -376776.773346 + Penalty 8957.060551 = -367819.712795
  nChanged 7
		SP:Iteration 8Q (60349.220000 sec): 3 clusters
  Score: Raw -376785.400946 + Penalty 8957.060551 = -367828.340395
  nChanged 6
		SP:Iteration 9Q (60349.230000 sec): 3 clusters
  Score: Raw -376795.778738 + Penalty 8957.060551 = -367838.718187
  nChanged 7
		SP:Iteration 10Q (60349.240000 sec): 3 clusters
  Score: Raw -376805.532925 + Penalty 8957.060551 = -367848.472374
  nChanged 7
		SP:Iteration 11Q (60349.250000 sec): 3 clusters
  Score: Raw -376816.207257 + Penalty 8957.060551 = -367859.146706
  nChanged 5
		SP:Iteration 12Q (60349.260000 sec): 3 clusters
  Score: Raw -376820.933588 + Penalty 8957.060551 = -367863.873037
  nChanged 6
		SP:Iteration 13Q (60349.270000 sec): 3 clusters
  Score: Raw -376832.308995 + Penalty 8957.060551 = -367875.248444
  nChanged 3
		SP:Iteration 14Q (60349.280000 sec): 3 clusters
  Score: Raw -376833.948228 + Penalty 8957.060551 = -367876.887677
  nChanged 2
		SP:Iteration 15Q (60349.290000 sec): 3 clusters
  Score: Raw -376835.518127 + Penalty 8957.060551 = -367878.457576
  nChanged 1
		SP:Iteration 16Q (60349.300000 sec): 3 clusters
  Score: Raw -376836.888047 + Penalty 8957.060551 = -367879.827496
  nChanged 0
		SP:Iteration 17F (60349.310000 sec): 3 clusters
  Score: Raw -376836.888047 + Penalty 8957.060551 = -367879.827496
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (7493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60349.360000 sec): 2 clusters
  Score: Raw -1990806.680182 + Penalty 5464.556275 = -1985342.123907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60349.420000 sec): 3 clusters
  Score: Raw -1987502.232997 + Penalty 10929.112550 = -1976573.120447
  nChanged 2638
		SP:Iteration 1F (60349.470000 sec): 3 clusters
  Score: Raw -1989199.199400 + Penalty 10929.112550 = -1978270.086850
  nChanged 583
		SP:Iteration 2F (60349.520000 sec): 3 clusters
  Score: Raw -1989580.887219 + Penalty 10929.112550 = -1978651.774669
  nChanged 318
		SP:Iteration 3Q (60349.580000 sec): 3 clusters
  Score: Raw -1989777.690634 + Penalty 10929.112550 = -1978848.578084
  nChanged 220
		SP:Iteration 4Q (60349.630000 sec): 3 clusters
  Score: Raw -1989916.733642 + Penalty 10929.112550 = -1978987.621093
  nChanged 186
		SP:Iteration 5Q (60349.680000 sec): 3 clusters
  Score: Raw -1990041.504946 + Penalty 10929.112550 = -1979112.392396
  nChanged 167
		SP:Iteration 6Q (60349.740000 sec): 3 clusters
  Score: Raw -1990141.771823 + Penalty 10929.112550 = -1979212.659274
  nChanged 146
		SP:Iteration 7Q (60349.790000 sec): 3 clusters
  Score: Raw -1990233.816734 + Penalty 10929.112550 = -1979304.704184
  nChanged 116
		SP:Iteration 8Q (60349.840000 sec): 3 clusters
  Score: Raw -1990299.099328 + Penalty 10929.112550 = -1979369.986779
  nChanged 92
		SP:Iteration 9Q (60349.890000 sec): 3 clusters
  Score: Raw -1990351.770946 + Penalty 10929.112550 = -1979422.658396
  nChanged 87
		SP:Iteration 10Q (60349.950000 sec): 3 clusters
  Score: Raw -1990402.314322 + Penalty 10929.112550 = -1979473.201773
  nChanged 96
		SP:Iteration 11Q (60350.000000 sec): 3 clusters
  Score: Raw -1990454.955496 + Penalty 10929.112550 = -1979525.842947
  nChanged 94
		SP:Iteration 12Q (60350.050000 sec): 3 clusters
  Score: Raw -1990508.984772 + Penalty 10929.112550 = -1979579.872222
  nChanged 88
		SP:Iteration 13Q (60350.100000 sec): 3 clusters
  Score: Raw -1990551.426178 + Penalty 10929.112550 = -1979622.313629
  nChanged 67
		SP:Iteration 14Q (60350.160000 sec): 3 clusters
  Score: Raw -1990588.638760 + Penalty 10929.112550 = -1979659.526210
  nChanged 67
		SP:Iteration 15Q (60350.210000 sec): 3 clusters
  Score: Raw -1990626.268939 + Penalty 10929.112550 = -1979697.156390
  nChanged 63
		SP:Iteration 16Q (60350.260000 sec): 3 clusters
  Score: Raw -1990661.626068 + Penalty 10929.112550 = -1979732.513518
  nChanged 48
		SP:Iteration 17Q (60350.310000 sec): 3 clusters
  Score: Raw -1990691.579012 + Penalty 10929.112550 = -1979762.466462
  nChanged 61
		SP:Iteration 18Q (60350.360000 sec): 3 clusters
  Score: Raw -1990723.781537 + Penalty 10929.112550 = -1979794.668987
  nChanged 67
		SP:Iteration 19Q (60350.420000 sec): 3 clusters
  Score: Raw -1990758.464020 + Penalty 10929.112550 = -1979829.351470
  nChanged 77
		SP:Iteration 20F (60350.470000 sec): 3 clusters
  Score: Raw -1990797.096883 + Penalty 10929.112550 = -1979867.984333
  nChanged 58
		SP:Iteration 21Q (60350.520000 sec): 3 clusters
  Score: Raw -1990828.319124 + Penalty 10929.112550 = -1979899.206575
  nChanged 73
		SP:Iteration 22Q (60350.580000 sec): 3 clusters
  Score: Raw -1990866.665243 + Penalty 10929.112550 = -1979937.552693
  nChanged 65
		SP:Iteration 23Q (60350.630000 sec): 3 clusters
  Score: Raw -1990902.239267 + Penalty 10929.112550 = -1979973.126717
  nChanged 59
		SP:Iteration 24Q (60350.680000 sec): 3 clusters
  Score: Raw -1990931.051814 + Penalty 10929.112550 = -1980001.939264
  nChanged 48
		SP:Iteration 25Q (60350.730000 sec): 3 clusters
  Score: Raw -1990951.925284 + Penalty 10929.112550 = -1980022.812734
  nChanged 34
		SP:Iteration 26Q (60350.780000 sec): 3 clusters
  Score: Raw -1990969.000208 + Penalty 10929.112550 = -1980039.887658
  nChanged 32
		SP:Iteration 27Q (60350.840000 sec): 3 clusters
  Score: Raw -1990981.740794 + Penalty 10929.112550 = -1980052.628244
  nChanged 31
		SP:Iteration 28Q (60350.890000 sec): 3 clusters
  Score: Raw -1990993.620574 + Penalty 10929.112550 = -1980064.508025
  nChanged 29
		SP:Iteration 29Q (60350.940000 sec): 3 clusters
  Score: Raw -1991006.765278 + Penalty 10929.112550 = -1980077.652729
  nChanged 33
		SP:Iteration 30Q (60350.990000 sec): 3 clusters
  Score: Raw -1991019.787685 + Penalty 10929.112550 = -1980090.675135
  nChanged 28
		SP:Iteration 31Q (60351.040000 sec): 3 clusters
  Score: Raw -1991030.207746 + Penalty 10929.112550 = -1980101.095196
  nChanged 23
		SP:Iteration 32Q (60351.100000 sec): 3 clusters
  Score: Raw -1991039.215302 + Penalty 10929.112550 = -1980110.102752
  nChanged 19
		SP:Iteration 33Q (60351.150000 sec): 3 clusters
  Score: Raw -1991047.192484 + Penalty 10929.112550 = -1980118.079934
  nChanged 24
		SP:Iteration 34Q (60351.200000 sec): 3 clusters
  Score: Raw -1991057.997845 + Penalty 10929.112550 = -1980128.885295
  nChanged 31
		SP:Iteration 35Q (60351.250000 sec): 3 clusters
  Score: Raw -1991073.403010 + Penalty 10929.112550 = -1980144.290460
  nChanged 22
		SP:Iteration 36Q (60351.300000 sec): 3 clusters
  Score: Raw -1991084.519915 + Penalty 10929.112550 = -1980155.407365
  nChanged 23
		SP:Iteration 37Q (60351.360000 sec): 3 clusters
  Score: Raw -1991094.884097 + Penalty 10929.112550 = -1980165.771547
  nChanged 19
		SP:Iteration 38Q (60351.410000 sec): 3 clusters
  Score: Raw -1991105.519347 + Penalty 10929.112550 = -1980176.406797
  nChanged 28
		SP:Iteration 39Q (60351.460000 sec): 3 clusters
  Score: Raw -1991117.727513 + Penalty 10929.112550 = -1980188.614964
  nChanged 24
		SP:Iteration 40F (60351.510000 sec): 3 clusters
  Score: Raw -1991128.091626 + Penalty 10929.112550 = -1980198.979076
  nChanged 23
		SP:Iteration 41Q (60351.560000 sec): 3 clusters
  Score: Raw -1991137.963178 + Penalty 10929.112550 = -1980208.850629
  nChanged 28
		SP:Iteration 42Q (60351.620000 sec): 3 clusters
  Score: Raw -1991149.110490 + Penalty 10929.112550 = -1980219.997941
  nChanged 21
		SP:Iteration 43Q (60351.670000 sec): 3 clusters
  Score: Raw -1991158.162792 + Penalty 10929.112550 = -1980229.050242
  nChanged 23
		SP:Iteration 44Q (60351.720000 sec): 3 clusters
  Score: Raw -1991168.069616 + Penalty 10929.112550 = -1980238.957066
  nChanged 23
		SP:Iteration 45Q (60351.780000 sec): 3 clusters
  Score: Raw -1991180.920117 + Penalty 10929.112550 = -1980251.807567
  nChanged 45
		SP:Iteration 46Q (60351.820000 sec): 3 clusters
  Score: Raw -1991206.828785 + Penalty 10929.112550 = -1980277.716235
  nChanged 38
		SP:Iteration 47Q (60351.880000 sec): 3 clusters
  Score: Raw -1991225.479594 + Penalty 10929.112550 = -1980296.367044
  nChanged 40
		SP:Iteration 48Q (60351.930000 sec): 3 clusters
  Score: Raw -1991242.930522 + Penalty 10929.112550 = -1980313.817972
  nChanged 39
		SP:Iteration 49Q (60351.980000 sec): 3 clusters
  Score: Raw -1991264.034538 + Penalty 10929.112550 = -1980334.921988
  nChanged 48
		SP:Iteration 50Q (60352.030000 sec): 3 clusters
  Score: Raw -1991288.695243 + Penalty 10929.112550 = -1980359.582693
  nChanged 38
		SP:Iteration 51Q (60352.080000 sec): 3 clusters
  Score: Raw -1991307.297427 + Penalty 10929.112550 = -1980378.184878
  nChanged 36
		SP:Iteration 52Q (60352.140000 sec): 3 clusters
  Score: Raw -1991323.905035 + Penalty 10929.112550 = -1980394.792485
  nChanged 33
		SP:Iteration 53Q (60352.190000 sec): 3 clusters
  Score: Raw -1991340.076629 + Penalty 10929.112550 = -1980410.964080
  nChanged 32
		SP:Iteration 54Q (60352.240000 sec): 3 clusters
  Score: Raw -1991354.452039 + Penalty 10929.112550 = -1980425.339489
  nChanged 29
		SP:Iteration 55Q (60352.290000 sec): 3 clusters
  Score: Raw -1991367.692927 + Penalty 10929.112550 = -1980438.580377
  nChanged 24
		SP:Iteration 56Q (60352.340000 sec): 3 clusters
  Score: Raw -1991379.412713 + Penalty 10929.112550 = -1980450.300163
  nChanged 32
		SP:Iteration 57Q (60352.400000 sec): 3 clusters
  Score: Raw -1991398.038360 + Penalty 10929.112550 = -1980468.925810
  nChanged 38
		SP:Iteration 58Q (60352.450000 sec): 3 clusters
  Score: Raw -1991416.307249 + Penalty 10929.112550 = -1980487.194699
  nChanged 30
		SP:Iteration 59Q (60352.500000 sec): 3 clusters
  Score: Raw -1991431.483078 + Penalty 10929.112550 = -1980502.370528
  nChanged 24
		SP:Iteration 60F (60352.560000 sec): 3 clusters
  Score: Raw -1991442.532785 + Penalty 10929.112550 = -1980513.420235
  nChanged 21
		SP:Iteration 61Q (60352.610000 sec): 3 clusters
  Score: Raw -1991451.716515 + Penalty 10929.112550 = -1980522.603965
  nChanged 14
		SP:Iteration 62Q (60352.660000 sec): 3 clusters
  Score: Raw -1991457.762595 + Penalty 10929.112550 = -1980528.650045
  nChanged 21
		SP:Iteration 63Q (60352.710000 sec): 3 clusters
  Score: Raw -1991468.009003 + Penalty 10929.112550 = -1980538.896453
  nChanged 14
		SP:Iteration 64Q (60352.760000 sec): 3 clusters
  Score: Raw -1991475.558035 + Penalty 10929.112550 = -1980546.445486
  nChanged 17
		SP:Iteration 65Q (60352.820000 sec): 3 clusters
  Score: Raw -1991484.654627 + Penalty 10929.112550 = -1980555.542078
  nChanged 16
		SP:Iteration 66Q (60352.880000 sec): 3 clusters
  Score: Raw -1991492.229630 + Penalty 10929.112550 = -1980563.117080
  nChanged 14
		SP:Iteration 67Q (60352.930000 sec): 3 clusters
  Score: Raw -1991499.625757 + Penalty 10929.112550 = -1980570.513208
  nChanged 16
		SP:Iteration 68Q (60352.980000 sec): 3 clusters
  Score: Raw -1991508.065053 + Penalty 10929.112550 = -1980578.952503
  nChanged 13
		SP:Iteration 69Q (60353.040000 sec): 3 clusters
  Score: Raw -1991514.464778 + Penalty 10929.112550 = -1980585.352228
  nChanged 15
		SP:Iteration 70Q (60353.090000 sec): 3 clusters
  Score: Raw -1991521.935799 + Penalty 10929.112550 = -1980592.823249
  nChanged 11
		SP:Iteration 71Q (60353.150000 sec): 3 clusters
  Score: Raw -1991525.892553 + Penalty 10929.112550 = -1980596.780004
  nChanged 9
		SP:Iteration 72Q (60353.200000 sec): 3 clusters
  Score: Raw -1991530.474605 + Penalty 10929.112550 = -1980601.362055
  nChanged 8
		SP:Iteration 73Q (60353.260000 sec): 3 clusters
  Score: Raw -1991533.329015 + Penalty 10929.112550 = -1980604.216466
  nChanged 3
		SP:Iteration 74Q (60353.310000 sec): 3 clusters
  Score: Raw -1991534.520215 + Penalty 10929.112550 = -1980605.407665
  nChanged 3
		SP:Iteration 75Q (60353.360000 sec): 3 clusters
  Score: Raw -1991535.589865 + Penalty 10929.112550 = -1980606.477316
  nChanged 5
		SP:Iteration 76Q (60353.420000 sec): 3 clusters
  Score: Raw -1991537.510542 + Penalty 10929.112550 = -1980608.397992
  nChanged 6
		SP:Iteration 77Q (60353.480000 sec): 3 clusters
  Score: Raw -1991540.562335 + Penalty 10929.112550 = -1980611.449786
  nChanged 10
		SP:Iteration 78Q (60353.530000 sec): 3 clusters
  Score: Raw -1991543.723840 + Penalty 10929.112550 = -1980614.611290
  nChanged 6
		SP:Iteration 79Q (60353.580000 sec): 3 clusters
  Score: Raw -1991546.662398 + Penalty 10929.112550 = -1980617.549848
  nChanged 6
		SP:Iteration 80F (60353.640000 sec): 3 clusters
  Score: Raw -1991550.265649 + Penalty 10929.112550 = -1980621.153100
  nChanged 11
		SP:Iteration 81Q (60353.690000 sec): 3 clusters
  Score: Raw -1991554.642461 + Penalty 10929.112550 = -1980625.529912
  nChanged 12
		SP:Iteration 82Q (60353.750000 sec): 3 clusters
  Score: Raw -1991559.608348 + Penalty 10929.112550 = -1980630.495799
  nChanged 11
		SP:Iteration 83Q (60353.800000 sec): 3 clusters
  Score: Raw -1991565.483039 + Penalty 10929.112550 = -1980636.370490
  nChanged 11
		SP:Iteration 84Q (60353.860000 sec): 3 clusters
  Score: Raw -1991570.896644 + Penalty 10929.112550 = -1980641.784094
  nChanged 10
		SP:Iteration 85Q (60353.910000 sec): 3 clusters
  Score: Raw -1991575.061783 + Penalty 10929.112550 = -1980645.949234
  nChanged 9
		SP:Iteration 86Q (60353.960000 sec): 3 clusters
  Score: Raw -1991579.470431 + Penalty 10929.112550 = -1980650.357881
  nChanged 9
		SP:Iteration 87Q (60354.020000 sec): 3 clusters
  Score: Raw -1991583.316571 + Penalty 10929.112550 = -1980654.204021
  nChanged 4
		SP:Iteration 88Q (60354.070000 sec): 3 clusters
  Score: Raw -1991584.546197 + Penalty 10929.112550 = -1980655.433648
  nChanged 4
		SP:Iteration 89Q (60354.120000 sec): 3 clusters
  Score: Raw -1991586.351971 + Penalty 10929.112550 = -1980657.239421
  nChanged 6
		SP:Iteration 90Q (60354.170000 sec): 3 clusters
  Score: Raw -1991589.264879 + Penalty 10929.112550 = -1980660.152329
  nChanged 7
		SP:Iteration 91Q (60354.230000 sec): 3 clusters
  Score: Raw -1991592.322432 + Penalty 10929.112550 = -1980663.209882
  nChanged 5
		SP:Iteration 92Q (60354.280000 sec): 3 clusters
  Score: Raw -1991594.802686 + Penalty 10929.112550 = -1980665.690136
  nChanged 4
		SP:Iteration 93Q (60354.330000 sec): 3 clusters
  Score: Raw -1991596.036953 + Penalty 10929.112550 = -1980666.924403
  nChanged 4
		SP:Iteration 94Q (60354.390000 sec): 3 clusters
  Score: Raw -1991597.264691 + Penalty 10929.112550 = -1980668.152141
  nChanged 2
		SP:Iteration 95Q (60354.440000 sec): 3 clusters
  Score: Raw -1991597.810279 + Penalty 10929.112550 = -1980668.697729
  nChanged 1
		SP:Iteration 96Q (60354.490000 sec): 3 clusters
  Score: Raw -1991598.068381 + Penalty 10929.112550 = -1980668.955832
  nChanged 1
		SP:Iteration 97Q (60354.550000 sec): 3 clusters
  Score: Raw -1991598.673387 + Penalty 10929.112550 = -1980669.560837
  nChanged 0
		SP:Iteration 98F (60354.600000 sec): 3 clusters
  Score: Raw -1991598.673387 + Penalty 10929.112550 = -1980669.560837
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (61639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60355.020000 sec): 2 clusters
  Score: Raw -16877891.086542 + Penalty 6755.293165 = -16871135.793377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60355.470000 sec): 3 clusters
  Score: Raw -16841577.987078 + Penalty 13510.586331 = -16828067.400747
  nChanged 27368
		SP:Iteration 1F (60355.910000 sec): 3 clusters
  Score: Raw -16855963.010382 + Penalty 13510.586331 = -16842452.424051
  nChanged 2891
		SP:Iteration 2Q (60356.390000 sec): 3 clusters
  Score: Raw -16856877.264063 + Penalty 13510.586331 = -16843366.677732
  nChanged 2545
		SP:Iteration 3Q (60356.850000 sec): 3 clusters
  Score: Raw -16857616.463902 + Penalty 13510.586331 = -16844105.877571
  nChanged 2133
		SP:Iteration 4Q (60357.300000 sec): 3 clusters
  Score: Raw -16858191.422892 + Penalty 13510.586331 = -16844680.836561
  nChanged 1908
		SP:Iteration 5Q (60357.750000 sec): 3 clusters
  Score: Raw -16858692.818986 + Penalty 13510.586331 = -16845182.232655
  nChanged 1713
		SP:Iteration 6Q (60358.210000 sec): 3 clusters
  Score: Raw -16859185.559429 + Penalty 13510.586331 = -16845674.973098
  nChanged 1786
		SP:Iteration 7Q (60358.680000 sec): 3 clusters
  Score: Raw -16859741.525307 + Penalty 13510.586331 = -16846230.938976
  nChanged 1768
		SP:Iteration 8Q (60359.150000 sec): 3 clusters
  Score: Raw -16860349.358987 + Penalty 13510.586331 = -16846838.772656
  nChanged 1854
		SP:Iteration 9Q (60359.610000 sec): 3 clusters
  Score: Raw -16861088.571294 + Penalty 13510.586331 = -16847577.984963
  nChanged 2082
		SP:Iteration 10Q (60360.060000 sec): 3 clusters
  Score: Raw -16862045.264120 + Penalty 13510.586331 = -16848534.677789
  nChanged 2282
		SP:Iteration 11Q (60360.520000 sec): 3 clusters
  Score: Raw -16863174.585715 + Penalty 13510.586331 = -16849663.999384
  nChanged 2429
		SP:Iteration 12Q (60360.970000 sec): 3 clusters
  Score: Raw -16864425.800683 + Penalty 13510.586331 = -16850915.214352
  nChanged 2545
		SP:Iteration 13Q (60361.420000 sec): 3 clusters
  Score: Raw -16865745.133339 + Penalty 13510.586331 = -16852234.547008
  nChanged 2560
		SP:Iteration 14Q (60361.860000 sec): 3 clusters
  Score: Raw -16867015.572352 + Penalty 13510.586331 = -16853504.986021
  nChanged 2508
		SP:Iteration 15Q (60362.310000 sec): 3 clusters
  Score: Raw -16868189.705962 + Penalty 13510.586331 = -16854679.119631
  nChanged 2336
		SP:Iteration 16Q (60362.760000 sec): 3 clusters
  Score: Raw -16869238.025851 + Penalty 13510.586331 = -16855727.439520
  nChanged 2112
		SP:Iteration 17Q (60363.200000 sec): 3 clusters
  Score: Raw -16870078.893276 + Penalty 13510.586331 = -16856568.306945
  nChanged 1808
		SP:Iteration 18Q (60363.640000 sec): 3 clusters
  Score: Raw -16870744.959641 + Penalty 13510.586331 = -16857234.373310
  nChanged 1589
		SP:Iteration 19Q (60364.080000 sec): 3 clusters
  Score: Raw -16871321.236992 + Penalty 13510.586331 = -16857810.650661
  nChanged 1369
		SP:Iteration 20F (60364.520000 sec): 3 clusters
  Score: Raw -16871742.834707 + Penalty 13510.586331 = -16858232.248376
  nChanged 1166
		SP:Iteration 21Q (60364.960000 sec): 3 clusters
  Score: Raw -16872093.067234 + Penalty 13510.586331 = -16858582.480903
  nChanged 1069
		SP:Iteration 22Q (60365.400000 sec): 3 clusters
  Score: Raw -16872427.473976 + Penalty 13510.586331 = -16858916.887645
  nChanged 975
		SP:Iteration 23Q (60365.830000 sec): 3 clusters
  Score: Raw -16872769.847946 + Penalty 13510.586331 = -16859259.261615
  nChanged 940
		SP:Iteration 24Q (60366.260000 sec): 3 clusters
  Score: Raw -16873192.281331 + Penalty 13510.586331 = -16859681.695000
  nChanged 1000
		SP:Iteration 25Q (60366.700000 sec): 3 clusters
  Score: Raw -16873748.325257 + Penalty 13510.586331 = -16860237.738926
  nChanged 1085
		SP:Iteration 26Q (60367.130000 sec): 3 clusters
  Score: Raw -16874372.411260 + Penalty 13510.586331 = -16860861.824929
  nChanged 1152
		SP:Iteration 27Q (60367.560000 sec): 3 clusters
  Score: Raw -16874986.678764 + Penalty 13510.586331 = -16861476.092433
  nChanged 1227
		SP:Iteration 28Q (60367.980000 sec): 3 clusters
  Score: Raw -16875610.165371 + Penalty 13510.586331 = -16862099.579041
  nChanged 1223
		SP:Iteration 29Q (60368.410000 sec): 3 clusters
  Score: Raw -16876218.086331 + Penalty 13510.586331 = -16862707.500000
  nChanged 1149
		SP:Iteration 30Q (60368.830000 sec): 3 clusters
  Score: Raw -16876757.971951 + Penalty 13510.586331 = -16863247.385620
  nChanged 1049
		SP:Iteration 31Q (60369.240000 sec): 3 clusters
  Score: Raw -16877264.220984 + Penalty 13510.586331 = -16863753.634653
  nChanged 1002
		SP:Iteration 32Q (60369.660000 sec): 3 clusters
  Score: Raw -16877706.510796 + Penalty 13510.586331 = -16864195.924465
  nChanged 876
		SP:Iteration 33Q (60370.070000 sec): 3 clusters
  Score: Raw -16878069.456566 + Penalty 13510.586331 = -16864558.870236
  nChanged 802
		SP:Iteration 34Q (60370.480000 sec): 3 clusters
  Score: Raw -16878368.491216 + Penalty 13510.586331 = -16864857.904885
  nChanged 716
		SP:Iteration 35Q (60370.880000 sec): 3 clusters
  Score: Raw -16878605.721680 + Penalty 13510.586331 = -16865095.135349
  nChanged 617
		SP:Iteration 36Q (60371.270000 sec): 3 clusters
  Score: Raw -16878778.991561 + Penalty 13510.586331 = -16865268.405230
  nChanged 520
		SP:Iteration 37Q (60371.660000 sec): 3 clusters
  Score: Raw -16878911.603541 + Penalty 13510.586331 = -16865401.017210
  nChanged 449
		SP:Iteration 38Q (60372.050000 sec): 3 clusters
  Score: Raw -16879022.545360 + Penalty 13510.586331 = -16865511.959029
  nChanged 458
		SP:Iteration 39Q (60372.440000 sec): 3 clusters
  Score: Raw -16879134.820901 + Penalty 13510.586331 = -16865624.234570
  nChanged 434
		SP:Iteration 40F (60372.880000 sec): 3 clusters
  Score: Raw -16879237.847177 + Penalty 13510.586331 = -16865727.260846
  nChanged 381
		SP:Iteration 41Q (60373.280000 sec): 3 clusters
  Score: Raw -16879321.616787 + Penalty 13510.586331 = -16865811.030456
  nChanged 324
		SP:Iteration 42Q (60373.670000 sec): 3 clusters
  Score: Raw -16879388.504239 + Penalty 13510.586331 = -16865877.917908
  nChanged 299
		SP:Iteration 43Q (60374.060000 sec): 3 clusters
  Score: Raw -16879448.218221 + Penalty 13510.586331 = -16865937.631890
  nChanged 281
		SP:Iteration 44Q (60374.440000 sec): 3 clusters
  Score: Raw -16879507.227689 + Penalty 13510.586331 = -16865996.641358
  nChanged 281
		SP:Iteration 45Q (60374.830000 sec): 3 clusters
  Score: Raw -16879567.139407 + Penalty 13510.586331 = -16866056.553076
  nChanged 265
		SP:Iteration 46Q (60375.210000 sec): 3 clusters
  Score: Raw -16879619.941072 + Penalty 13510.586331 = -16866109.354741
  nChanged 249
		SP:Iteration 47Q (60375.590000 sec): 3 clusters
  Score: Raw -16879672.040541 + Penalty 13510.586331 = -16866161.454210
  nChanged 211
		SP:Iteration 48Q (60375.970000 sec): 3 clusters
  Score: Raw -16879710.079478 + Penalty 13510.586331 = -16866199.493147
  nChanged 171
		SP:Iteration 49Q (60376.350000 sec): 3 clusters
  Score: Raw -16879738.272822 + Penalty 13510.586331 = -16866227.686491
  nChanged 151
		SP:Iteration 50Q (60376.730000 sec): 3 clusters
  Score: Raw -16879762.076487 + Penalty 13510.586331 = -16866251.490156
  nChanged 140
		SP:Iteration 51Q (60377.110000 sec): 3 clusters
  Score: Raw -16879784.440431 + Penalty 13510.586331 = -16866273.854100
  nChanged 147
		SP:Iteration 52Q (60377.480000 sec): 3 clusters
  Score: Raw -16879808.284164 + Penalty 13510.586331 = -16866297.697833
  nChanged 133
		SP:Iteration 53Q (60377.860000 sec): 3 clusters
  Score: Raw -16879827.773380 + Penalty 13510.586331 = -16866317.187049
  nChanged 120
		SP:Iteration 54Q (60378.230000 sec): 3 clusters
  Score: Raw -16879845.716444 + Penalty 13510.586331 = -16866335.130113
  nChanged 119
		SP:Iteration 55Q (60378.610000 sec): 3 clusters
  Score: Raw -16879864.225546 + Penalty 13510.586331 = -16866353.639215
  nChanged 116
		SP:Iteration 56Q (60378.980000 sec): 3 clusters
  Score: Raw -16879883.543267 + Penalty 13510.586331 = -16866372.956936
  nChanged 115
		SP:Iteration 57Q (60379.350000 sec): 3 clusters
  Score: Raw -16879901.906956 + Penalty 13510.586331 = -16866391.320625
  nChanged 117
		SP:Iteration 58Q (60379.730000 sec): 3 clusters
  Score: Raw -16879920.189193 + Penalty 13510.586331 = -16866409.602862
  nChanged 124
		SP:Iteration 59Q (60380.110000 sec): 3 clusters
  Score: Raw -16879939.680085 + Penalty 13510.586331 = -16866429.093754
  nChanged 108
		SP:Iteration 60F (60380.580000 sec): 3 clusters
  Score: Raw -16879957.969675 + Penalty 13510.586331 = -16866447.383344
  nChanged 113
		SP:Iteration 61Q (60380.950000 sec): 3 clusters
  Score: Raw -16879977.844209 + Penalty 13510.586331 = -16866467.257878
  nChanged 107
		SP:Iteration 62Q (60381.320000 sec): 3 clusters
  Score: Raw -16879996.789797 + Penalty 13510.586331 = -16866486.203466
  nChanged 109
		SP:Iteration 63Q (60381.690000 sec): 3 clusters
  Score: Raw -16880018.113387 + Penalty 13510.586331 = -16866507.527056
  nChanged 124
		SP:Iteration 64Q (60382.060000 sec): 3 clusters
  Score: Raw -16880041.808601 + Penalty 13510.586331 = -16866531.222270
  nChanged 133
		SP:Iteration 65Q (60382.420000 sec): 3 clusters
  Score: Raw -16880068.863869 + Penalty 13510.586331 = -16866558.277538
  nChanged 135
		SP:Iteration 66Q (60382.790000 sec): 3 clusters
  Score: Raw -16880093.480028 + Penalty 13510.586331 = -16866582.893697
  nChanged 114
		SP:Iteration 67Q (60383.160000 sec): 3 clusters
  Score: Raw -16880110.415326 + Penalty 13510.586331 = -16866599.828995
  nChanged 99
		SP:Iteration 68Q (60383.520000 sec): 3 clusters
  Score: Raw -16880126.122915 + Penalty 13510.586331 = -16866615.536584
  nChanged 90
		SP:Iteration 69Q (60383.890000 sec): 3 clusters
  Score: Raw -16880140.138696 + Penalty 13510.586331 = -16866629.552365
  nChanged 103
		SP:Iteration 70Q (60384.250000 sec): 3 clusters
  Score: Raw -16880155.216176 + Penalty 13510.586331 = -16866644.629845
  nChanged 97
		SP:Iteration 71Q (60384.620000 sec): 3 clusters
  Score: Raw -16880170.745410 + Penalty 13510.586331 = -16866660.159080
  nChanged 100
		SP:Iteration 72Q (60384.980000 sec): 3 clusters
  Score: Raw -16880187.892015 + Penalty 13510.586331 = -16866677.305684
  nChanged 96
		SP:Iteration 73Q (60385.340000 sec): 3 clusters
  Score: Raw -16880203.451541 + Penalty 13510.586331 = -16866692.865210
  nChanged 81
		SP:Iteration 74Q (60385.710000 sec): 3 clusters
  Score: Raw -16880215.853877 + Penalty 13510.586331 = -16866705.267546
  nChanged 69
		SP:Iteration 75Q (60386.070000 sec): 3 clusters
  Score: Raw -16880226.056198 + Penalty 13510.586331 = -16866715.469868
  nChanged 82
		SP:Iteration 76Q (60386.430000 sec): 3 clusters
  Score: Raw -16880238.790649 + Penalty 13510.586331 = -16866728.204318
  nChanged 82
		SP:Iteration 77Q (60386.800000 sec): 3 clusters
  Score: Raw -16880252.988628 + Penalty 13510.586331 = -16866742.402297
  nChanged 79
		SP:Iteration 78Q (60387.160000 sec): 3 clusters
  Score: Raw -16880264.569339 + Penalty 13510.586331 = -16866753.983008
  nChanged 56
		SP:Iteration 79Q (60387.520000 sec): 3 clusters
  Score: Raw -16880271.657532 + Penalty 13510.586331 = -16866761.071201
  nChanged 48
		SP:Iteration 80F (60387.960000 sec): 3 clusters
  Score: Raw -16880278.458798 + Penalty 13510.586331 = -16866767.872467
  nChanged 59
		SP:Iteration 81Q (60388.330000 sec): 3 clusters
  Score: Raw -16880286.305544 + Penalty 13510.586331 = -16866775.719213
  nChanged 56
		SP:Iteration 82Q (60388.690000 sec): 3 clusters
  Score: Raw -16880293.380252 + Penalty 13510.586331 = -16866782.793921
  nChanged 58
		SP:Iteration 83Q (60389.050000 sec): 3 clusters
  Score: Raw -16880301.184027 + Penalty 13510.586331 = -16866790.597696
  nChanged 55
		SP:Iteration 84Q (60389.410000 sec): 3 clusters
  Score: Raw -16880308.412181 + Penalty 13510.586331 = -16866797.825850
  nChanged 66
		SP:Iteration 85Q (60389.770000 sec): 3 clusters
  Score: Raw -16880317.264544 + Penalty 13510.586331 = -16866806.678213
  nChanged 63
		SP:Iteration 86Q (60390.130000 sec): 3 clusters
  Score: Raw -16880324.944456 + Penalty 13510.586331 = -16866814.358125
  nChanged 52
		SP:Iteration 87Q (60390.490000 sec): 3 clusters
  Score: Raw -16880331.341928 + Penalty 13510.586331 = -16866820.755597
  nChanged 39
		SP:Iteration 88Q (60390.850000 sec): 3 clusters
  Score: Raw -16880335.967760 + Penalty 13510.586331 = -16866825.381429
  nChanged 45
		SP:Iteration 89Q (60391.210000 sec): 3 clusters
  Score: Raw -16880341.479016 + Penalty 13510.586331 = -16866830.892685
  nChanged 38
		SP:Iteration 90Q (60391.570000 sec): 3 clusters
  Score: Raw -16880345.614523 + Penalty 13510.586331 = -16866835.028192
  nChanged 32
		SP:Iteration 91Q (60391.930000 sec): 3 clusters
  Score: Raw -16880349.143672 + Penalty 13510.586331 = -16866838.557341
  nChanged 33
		SP:Iteration 92Q (60392.290000 sec): 3 clusters
  Score: Raw -16880353.112658 + Penalty 13510.586331 = -16866842.526327
  nChanged 24
		SP:Iteration 93Q (60392.650000 sec): 3 clusters
  Score: Raw -16880355.855269 + Penalty 13510.586331 = -16866845.268938
  nChanged 17
		SP:Iteration 94Q (60393.010000 sec): 3 clusters
  Score: Raw -16880357.747319 + Penalty 13510.586331 = -16866847.160988
  nChanged 18
		SP:Iteration 95Q (60393.370000 sec): 3 clusters
  Score: Raw -16880359.497850 + Penalty 13510.586331 = -16866848.911519
  nChanged 18
		SP:Iteration 96Q (60393.720000 sec): 3 clusters
  Score: Raw -16880361.587072 + Penalty 13510.586331 = -16866851.000741
  nChanged 18
		SP:Iteration 97Q (60394.080000 sec): 3 clusters
  Score: Raw -16880363.633016 + Penalty 13510.586331 = -16866853.046685
  nChanged 15
		SP:Iteration 98Q (60394.440000 sec): 3 clusters
  Score: Raw -16880365.039640 + Penalty 13510.586331 = -16866854.453309
  nChanged 11
		SP:Iteration 99Q (60394.800000 sec): 3 clusters
  Score: Raw -16880365.832397 + Penalty 13510.586331 = -16866855.246066
  nChanged 11
		SP:Iteration 100F (60395.250000 sec): 3 clusters
  Score: Raw -16880366.903460 + Penalty 13510.586331 = -16866856.317129
  nChanged 11
		SP:Iteration 101Q (60395.610000 sec): 3 clusters
  Score: Raw -16880367.908742 + Penalty 13510.586331 = -16866857.322411
  nChanged 11
		SP:Iteration 102Q (60395.960000 sec): 3 clusters
  Score: Raw -16880368.951571 + Penalty 13510.586331 = -16866858.365240
  nChanged 12
		SP:Iteration 103Q (60396.320000 sec): 3 clusters
  Score: Raw -16880370.035044 + Penalty 13510.586331 = -16866859.448713
  nChanged 11
		SP:Iteration 104Q (60396.690000 sec): 3 clusters
  Score: Raw -16880371.091303 + Penalty 13510.586331 = -16866860.504972
  nChanged 14
		SP:Iteration 105Q (60397.060000 sec): 3 clusters
  Score: Raw -16880372.521300 + Penalty 13510.586331 = -16866861.934969
  nChanged 14
		SP:Iteration 106Q (60397.430000 sec): 3 clusters
  Score: Raw -16880373.938763 + Penalty 13510.586331 = -16866863.352433
  nChanged 12
		SP:Iteration 107Q (60397.790000 sec): 3 clusters
  Score: Raw -16880374.958918 + Penalty 13510.586331 = -16866864.372587
  nChanged 8
		SP:Iteration 108Q (60398.150000 sec): 3 clusters
  Score: Raw -16880375.875918 + Penalty 13510.586331 = -16866865.289587
  nChanged 9
		SP:Iteration 109Q (60398.500000 sec): 3 clusters
  Score: Raw -16880376.697507 + Penalty 13510.586331 = -16866866.111176
  nChanged 7
		SP:Iteration 110Q (60398.860000 sec): 3 clusters
  Score: Raw -16880377.241214 + Penalty 13510.586331 = -16866866.654883
  nChanged 4
		SP:Iteration 111Q (60399.220000 sec): 3 clusters
  Score: Raw -16880377.695352 + Penalty 13510.586331 = -16866867.109021
  nChanged 4
		SP:Iteration 112Q (60399.570000 sec): 3 clusters
  Score: Raw -16880378.005462 + Penalty 13510.586331 = -16866867.419131
  nChanged 4
		SP:Iteration 113Q (60399.930000 sec): 3 clusters
  Score: Raw -16880378.344291 + Penalty 13510.586331 = -16866867.757960
  nChanged 3
		SP:Iteration 114Q (60400.290000 sec): 3 clusters
  Score: Raw -16880378.553482 + Penalty 13510.586331 = -16866867.967151
  nChanged 3
		SP:Iteration 115Q (60400.650000 sec): 3 clusters
  Score: Raw -16880378.894330 + Penalty 13510.586331 = -16866868.307999
  nChanged 6
		SP:Iteration 116Q (60401.000000 sec): 3 clusters
  Score: Raw -16880379.380458 + Penalty 13510.586331 = -16866868.794127
  nChanged 3
		SP:Iteration 117Q (60401.360000 sec): 3 clusters
  Score: Raw -16880379.574395 + Penalty 13510.586331 = -16866868.988064
  nChanged 3
		SP:Iteration 118Q (60401.720000 sec): 3 clusters
  Score: Raw -16880379.800216 + Penalty 13510.586331 = -16866869.213885
  nChanged 6
		SP:Iteration 119Q (60402.070000 sec): 3 clusters
  Score: Raw -16880380.278825 + Penalty 13510.586331 = -16866869.692494
  nChanged 5
		SP:Iteration 120F (60402.520000 sec): 3 clusters
  Score: Raw -16880380.703057 + Penalty 13510.586331 = -16866870.116726
  nChanged 3
		SP:Iteration 121Q (60402.880000 sec): 3 clusters
  Score: Raw -16880380.982421 + Penalty 13510.586331 = -16866870.396090
  nChanged 0
		SP:Iteration 122F (60403.330000 sec): 3 clusters
  Score: Raw -16880380.982421 + Penalty 13510.586331 = -16866870.396090
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60403.500000 sec): 2 clusters
  Score: Raw -5939123.701173 + Penalty 6157.611259 = -5932966.089914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60403.670000 sec): 3 clusters
  Score: Raw -5926604.604388 + Penalty 12315.222519 = -5914289.381869
  nChanged 9662
		SP:Iteration 1F (60403.850000 sec): 3 clusters
  Score: Raw -5932121.407806 + Penalty 12315.222519 = -5919806.185287
  nChanged 1706
		SP:Iteration 2F (60404.010000 sec): 3 clusters
  Score: Raw -5933181.797714 + Penalty 12315.222519 = -5920866.575195
  nChanged 1502
		SP:Iteration 3F (60404.190000 sec): 3 clusters
  Score: Raw -5934196.431282 + Penalty 12315.222519 = -5921881.208763
  nChanged 1379
		SP:Iteration 4F (60404.360000 sec): 3 clusters
  Score: Raw -5935128.108411 + Penalty 12315.222519 = -5922812.885892
  nChanged 1274
		SP:Iteration 5F (60404.530000 sec): 3 clusters
  Score: Raw -5936092.813195 + Penalty 12315.222519 = -5923777.590676
  nChanged 1211
		SP:Iteration 6F (60404.700000 sec): 3 clusters
  Score: Raw -5936958.093641 + Penalty 12315.222519 = -5924642.871122
  nChanged 1151
		SP:Iteration 7Q (60404.870000 sec): 3 clusters
  Score: Raw -5937706.538017 + Penalty 12315.222519 = -5925391.315498
  nChanged 1020
		SP:Iteration 8Q (60405.040000 sec): 3 clusters
  Score: Raw -5938302.263335 + Penalty 12315.222519 = -5925987.040816
  nChanged 859
		SP:Iteration 9Q (60405.210000 sec): 3 clusters
  Score: Raw -5938762.546277 + Penalty 12315.222519 = -5926447.323758
  nChanged 698
		SP:Iteration 10Q (60405.380000 sec): 3 clusters
  Score: Raw -5939112.499313 + Penalty 12315.222519 = -5926797.276794
  nChanged 615
		SP:Iteration 11Q (60405.550000 sec): 3 clusters
  Score: Raw -5939418.236465 + Penalty 12315.222519 = -5927103.013946
  nChanged 521
		SP:Iteration 12Q (60405.710000 sec): 3 clusters
  Score: Raw -5939669.760230 + Penalty 12315.222519 = -5927354.537711
  nChanged 466
		SP:Iteration 13Q (60405.880000 sec): 3 clusters
  Score: Raw -5939881.003813 + Penalty 12315.222519 = -5927565.781294
  nChanged 412
		SP:Iteration 14Q (60406.050000 sec): 3 clusters
  Score: Raw -5940063.675993 + Penalty 12315.222519 = -5927748.453474
  nChanged 389
		SP:Iteration 15Q (60406.210000 sec): 3 clusters
  Score: Raw -5940236.974142 + Penalty 12315.222519 = -5927921.751624
  nChanged 340
		SP:Iteration 16Q (60406.370000 sec): 3 clusters
  Score: Raw -5940423.944965 + Penalty 12315.222519 = -5928108.722446
  nChanged 332
		SP:Iteration 17Q (60406.540000 sec): 3 clusters
  Score: Raw -5940580.019450 + Penalty 12315.222519 = -5928264.796931
  nChanged 267
		SP:Iteration 18Q (60406.700000 sec): 3 clusters
  Score: Raw -5940679.148361 + Penalty 12315.222519 = -5928363.925842
  nChanged 239
		SP:Iteration 19Q (60406.870000 sec): 3 clusters
  Score: Raw -5940759.466026 + Penalty 12315.222519 = -5928444.243507
  nChanged 224
		SP:Iteration 20F (60407.030000 sec): 3 clusters
  Score: Raw -5940826.532410 + Penalty 12315.222519 = -5928511.309891
  nChanged 195
		SP:Iteration 21Q (60407.200000 sec): 3 clusters
  Score: Raw -5940887.842492 + Penalty 12315.222519 = -5928572.619973
  nChanged 177
		SP:Iteration 22Q (60407.370000 sec): 3 clusters
  Score: Raw -5940940.229339 + Penalty 12315.222519 = -5928625.006820
  nChanged 167
		SP:Iteration 23Q (60407.530000 sec): 3 clusters
  Score: Raw -5940985.942261 + Penalty 12315.222519 = -5928670.719742
  nChanged 145
		SP:Iteration 24Q (60407.700000 sec): 3 clusters
  Score: Raw -5941024.864768 + Penalty 12315.222519 = -5928709.642249
  nChanged 133
		SP:Iteration 25Q (60407.870000 sec): 3 clusters
  Score: Raw -5941061.073805 + Penalty 12315.222519 = -5928745.851286
  nChanged 131
		SP:Iteration 26Q (60408.040000 sec): 3 clusters
  Score: Raw -5941095.540432 + Penalty 12315.222519 = -5928780.317913
  nChanged 139
		SP:Iteration 27Q (60408.210000 sec): 3 clusters
  Score: Raw -5941135.313902 + Penalty 12315.222519 = -5928820.091383
  nChanged 129
		SP:Iteration 28Q (60408.380000 sec): 3 clusters
  Score: Raw -5941180.660547 + Penalty 12315.222519 = -5928865.438028
  nChanged 132
		SP:Iteration 29Q (60408.550000 sec): 3 clusters
  Score: Raw -5941246.375220 + Penalty 12315.222519 = -5928931.152701
  nChanged 140
		SP:Iteration 30Q (60408.710000 sec): 3 clusters
  Score: Raw -5941355.997053 + Penalty 12315.222519 = -5929040.774534
  nChanged 180
		SP:Iteration 31Q (60408.890000 sec): 3 clusters
  Score: Raw -5941485.665763 + Penalty 12315.222519 = -5929170.443244
  nChanged 192
		SP:Iteration 32Q (60409.050000 sec): 3 clusters
  Score: Raw -5941583.446248 + Penalty 12315.222519 = -5929268.223729
  nChanged 177
		SP:Iteration 33Q (60409.220000 sec): 3 clusters
  Score: Raw -5941645.552906 + Penalty 12315.222519 = -5929330.330387
  nChanged 147
		SP:Iteration 34Q (60409.390000 sec): 3 clusters
  Score: Raw -5941686.330295 + Penalty 12315.222519 = -5929371.107776
  nChanged 121
		SP:Iteration 35Q (60409.560000 sec): 3 clusters
  Score: Raw -5941715.559156 + Penalty 12315.222519 = -5929400.336637
  nChanged 91
		SP:Iteration 36Q (60409.730000 sec): 3 clusters
  Score: Raw -5941738.523443 + Penalty 12315.222519 = -5929423.300924
  nChanged 82
		SP:Iteration 37Q (60409.890000 sec): 3 clusters
  Score: Raw -5941758.528856 + Penalty 12315.222519 = -5929443.306337
  nChanged 69
		SP:Iteration 38Q (60410.060000 sec): 3 clusters
  Score: Raw -5941773.292690 + Penalty 12315.222519 = -5929458.070171
  nChanged 54
		SP:Iteration 39Q (60410.230000 sec): 3 clusters
  Score: Raw -5941783.370111 + Penalty 12315.222519 = -5929468.147592
  nChanged 43
		SP:Iteration 40F (60410.400000 sec): 3 clusters
  Score: Raw -5941791.545689 + Penalty 12315.222519 = -5929476.323170
  nChanged 33
		SP:Iteration 41Q (60410.570000 sec): 3 clusters
  Score: Raw -5941796.412419 + Penalty 12315.222519 = -5929481.189900
  nChanged 23
		SP:Iteration 42Q (60410.740000 sec): 3 clusters
  Score: Raw -5941801.026446 + Penalty 12315.222519 = -5929485.803927
  nChanged 22
		SP:Iteration 43Q (60410.900000 sec): 3 clusters
  Score: Raw -5941804.809123 + Penalty 12315.222519 = -5929489.586604
  nChanged 21
		SP:Iteration 44Q (60411.070000 sec): 3 clusters
  Score: Raw -5941808.362420 + Penalty 12315.222519 = -5929493.139901
  nChanged 18
		SP:Iteration 45Q (60411.240000 sec): 3 clusters
  Score: Raw -5941812.000788 + Penalty 12315.222519 = -5929496.778269
  nChanged 18
		SP:Iteration 46Q (60411.400000 sec): 3 clusters
  Score: Raw -5941814.857622 + Penalty 12315.222519 = -5929499.635103
  nChanged 16
		SP:Iteration 47Q (60411.570000 sec): 3 clusters
  Score: Raw -5941817.091751 + Penalty 12315.222519 = -5929501.869232
  nChanged 7
		SP:Iteration 48Q (60411.740000 sec): 3 clusters
  Score: Raw -5941818.220241 + Penalty 12315.222519 = -5929502.997722
  nChanged 9
		SP:Iteration 49Q (60411.910000 sec): 3 clusters
  Score: Raw -5941819.807180 + Penalty 12315.222519 = -5929504.584661
  nChanged 7
		SP:Iteration 50Q (60412.070000 sec): 3 clusters
  Score: Raw -5941821.068438 + Penalty 12315.222519 = -5929505.845919
  nChanged 9
		SP:Iteration 51Q (60412.240000 sec): 3 clusters
  Score: Raw -5941822.229875 + Penalty 12315.222519 = -5929507.007356
  nChanged 3
		SP:Iteration 52Q (60412.410000 sec): 3 clusters
  Score: Raw -5941822.542486 + Penalty 12315.222519 = -5929507.319967
  nChanged 2
		SP:Iteration 53Q (60412.570000 sec): 3 clusters
  Score: Raw -5941822.771926 + Penalty 12315.222519 = -5929507.549407
  nChanged 2
		SP:Iteration 54Q (60412.740000 sec): 3 clusters
  Score: Raw -5941822.987701 + Penalty 12315.222519 = -5929507.765182
  nChanged 1
		SP:Iteration 55Q (60412.910000 sec): 3 clusters
  Score: Raw -5941823.122109 + Penalty 12315.222519 = -5929507.899590
  nChanged 1
		SP:Iteration 56Q (60413.070000 sec): 3 clusters
  Score: Raw -5941823.219308 + Penalty 12315.222519 = -5929507.996789
  nChanged 0
		SP:Iteration 57F (60413.250000 sec): 3 clusters
  Score: Raw -5941823.219308 + Penalty 12315.222519 = -5929507.996789
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (64510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60413.680000 sec): 2 clusters
  Score: Raw -17401667.067953 + Penalty 6783.177512 = -17394883.890441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60414.150000 sec): 3 clusters
  Score: Raw -17363390.193686 + Penalty 13566.355024 = -17349823.838663
  nChanged 28847
		SP:Iteration 1F (60414.630000 sec): 3 clusters
  Score: Raw -17378926.755252 + Penalty 13566.355024 = -17365360.400229
  nChanged 3259
		SP:Iteration 2F (60415.100000 sec): 3 clusters
  Score: Raw -17380100.740033 + Penalty 13566.355024 = -17366534.385009
  nChanged 3047
		SP:Iteration 3Q (60415.590000 sec): 3 clusters
  Score: Raw -17381287.496414 + Penalty 13566.355024 = -17367721.141390
  nChanged 3079
		SP:Iteration 4Q (60416.080000 sec): 3 clusters
  Score: Raw -17382591.185041 + Penalty 13566.355024 = -17369024.830017
  nChanged 3246
		SP:Iteration 5F (60416.570000 sec): 3 clusters
  Score: Raw -17384193.803324 + Penalty 13566.355024 = -17370627.448300
  nChanged 3511
		SP:Iteration 6F (60417.050000 sec): 3 clusters
  Score: Raw -17386033.986075 + Penalty 13566.355024 = -17372467.631051
  nChanged 3678
		SP:Iteration 7F (60417.540000 sec): 3 clusters
  Score: Raw -17388044.972711 + Penalty 13566.355024 = -17374478.617687
  nChanged 3509
		SP:Iteration 8F (60418.030000 sec): 3 clusters
  Score: Raw -17390014.808862 + Penalty 13566.355024 = -17376448.453838
  nChanged 3339
		SP:Iteration 9F (60418.520000 sec): 3 clusters
  Score: Raw -17391949.699894 + Penalty 13566.355024 = -17378383.344870
  nChanged 3045
		SP:Iteration 10Q (60419.010000 sec): 3 clusters
  Score: Raw -17393788.064115 + Penalty 13566.355024 = -17380221.709091
  nChanged 2715
		SP:Iteration 11Q (60419.500000 sec): 3 clusters
  Score: Raw -17395450.587857 + Penalty 13566.355024 = -17381884.232833
  nChanged 2335
		SP:Iteration 12Q (60419.990000 sec): 3 clusters
  Score: Raw -17396858.506394 + Penalty 13566.355024 = -17383292.151370
  nChanged 2027
		SP:Iteration 13Q (60420.470000 sec): 3 clusters
  Score: Raw -17398091.430849 + Penalty 13566.355024 = -17384525.075825
  nChanged 1697
		SP:Iteration 14Q (60420.940000 sec): 3 clusters
  Score: Raw -17399130.152491 + Penalty 13566.355024 = -17385563.797467
  nChanged 1329
		SP:Iteration 15Q (60421.400000 sec): 3 clusters
  Score: Raw -17399961.610893 + Penalty 13566.355024 = -17386395.255869
  nChanged 1012
		SP:Iteration 16Q (60421.850000 sec): 3 clusters
  Score: Raw -17400608.165846 + Penalty 13566.355024 = -17387041.810822
  nChanged 737
		SP:Iteration 17Q (60422.290000 sec): 3 clusters
  Score: Raw -17401083.900658 + Penalty 13566.355024 = -17387517.545634
  nChanged 539
		SP:Iteration 18Q (60422.720000 sec): 3 clusters
  Score: Raw -17401449.896865 + Penalty 13566.355024 = -17387883.541842
  nChanged 374
		SP:Iteration 19Q (60423.140000 sec): 3 clusters
  Score: Raw -17401694.899252 + Penalty 13566.355024 = -17388128.544229
  nChanged 254
		SP:Iteration 20F (60423.610000 sec): 3 clusters
  Score: Raw -17401868.419913 + Penalty 13566.355024 = -17388302.064889
  nChanged 202
		SP:Iteration 21Q (60424.000000 sec): 3 clusters
  Score: Raw -17402009.410810 + Penalty 13566.355024 = -17388443.055786
  nChanged 147
		SP:Iteration 22Q (60424.390000 sec): 3 clusters
  Score: Raw -17402104.721057 + Penalty 13566.355024 = -17388538.366033
  nChanged 107
		SP:Iteration 23Q (60424.770000 sec): 3 clusters
  Score: Raw -17402185.601996 + Penalty 13566.355024 = -17388619.246973
  nChanged 94
		SP:Iteration 24Q (60425.160000 sec): 3 clusters
  Score: Raw -17402256.902752 + Penalty 13566.355024 = -17388690.547728
  nChanged 65
		SP:Iteration 25Q (60425.540000 sec): 3 clusters
  Score: Raw -17402302.029723 + Penalty 13566.355024 = -17388735.674699
  nChanged 49
		SP:Iteration 26Q (60425.920000 sec): 3 clusters
  Score: Raw -17402337.934449 + Penalty 13566.355024 = -17388771.579425
  nChanged 40
		SP:Iteration 27Q (60426.300000 sec): 3 clusters
  Score: Raw -17402366.546390 + Penalty 13566.355024 = -17388800.191366
  nChanged 31
		SP:Iteration 28Q (60426.680000 sec): 3 clusters
  Score: Raw -17402389.022578 + Penalty 13566.355024 = -17388822.667554
  nChanged 22
		SP:Iteration 29Q (60427.050000 sec): 3 clusters
  Score: Raw -17402404.150781 + Penalty 13566.355024 = -17388837.795757
  nChanged 20
		SP:Iteration 30Q (60427.420000 sec): 3 clusters
  Score: Raw -17402421.374218 + Penalty 13566.355024 = -17388855.019195
  nChanged 16
		SP:Iteration 31Q (60427.780000 sec): 3 clusters
  Score: Raw -17402432.308239 + Penalty 13566.355024 = -17388865.953215
  nChanged 6
		SP:Iteration 32Q (60428.140000 sec): 3 clusters
  Score: Raw -17402436.313519 + Penalty 13566.355024 = -17388869.958495
  nChanged 6
		SP:Iteration 33Q (60428.490000 sec): 3 clusters
  Score: Raw -17402441.166505 + Penalty 13566.355024 = -17388874.811481
  nChanged 11
		SP:Iteration 34Q (60428.850000 sec): 3 clusters
  Score: Raw -17402448.734470 + Penalty 13566.355024 = -17388882.379447
  nChanged 10
		SP:Iteration 35Q (60429.210000 sec): 3 clusters
  Score: Raw -17402455.240815 + Penalty 13566.355024 = -17388888.885791
  nChanged 11
		SP:Iteration 36Q (60429.560000 sec): 3 clusters
  Score: Raw -17402463.788030 + Penalty 13566.355024 = -17388897.433006
  nChanged 10
		SP:Iteration 37Q (60429.920000 sec): 3 clusters
  Score: Raw -17402471.629789 + Penalty 13566.355024 = -17388905.274765
  nChanged 9
		SP:Iteration 38Q (60430.280000 sec): 3 clusters
  Score: Raw -17402478.604503 + Penalty 13566.355024 = -17388912.249479
  nChanged 10
		SP:Iteration 39Q (60430.640000 sec): 3 clusters
  Score: Raw -17402487.164421 + Penalty 13566.355024 = -17388920.809397
  nChanged 10
		SP:Iteration 40F (60431.100000 sec): 3 clusters
  Score: Raw -17402493.155499 + Penalty 13566.355024 = -17388926.800475
  nChanged 1
		SP:Iteration 41Q (60431.480000 sec): 3 clusters
  Score: Raw -17402493.971998 + Penalty 13566.355024 = -17388927.616974
  nChanged 2
		SP:Iteration 42Q (60431.860000 sec): 3 clusters
  Score: Raw -17402495.732397 + Penalty 13566.355024 = -17388929.377373
  nChanged 3
		SP:Iteration 43Q (60432.220000 sec): 3 clusters
  Score: Raw -17402498.158596 + Penalty 13566.355024 = -17388931.803573
  nChanged 3
		SP:Iteration 44Q (60432.580000 sec): 3 clusters
  Score: Raw -17402500.538099 + Penalty 13566.355024 = -17388934.183075
  nChanged 4
		SP:Iteration 45Q (60432.940000 sec): 3 clusters
  Score: Raw -17402502.560013 + Penalty 13566.355024 = -17388936.204990
  nChanged 2
		SP:Iteration 46Q (60433.310000 sec): 3 clusters
  Score: Raw -17402504.224342 + Penalty 13566.355024 = -17388937.869318
  nChanged 1
		SP:Iteration 47Q (60433.680000 sec): 3 clusters
  Score: Raw -17402504.976100 + Penalty 13566.355024 = -17388938.621076
  nChanged 1
		SP:Iteration 48Q (60434.050000 sec): 3 clusters
  Score: Raw -17402505.565901 + Penalty 13566.355024 = -17388939.210877
  nChanged 0
		SP:Iteration 49F (60434.540000 sec): 3 clusters
  Score: Raw -17402505.565901 + Penalty 13566.355024 = -17388939.210877
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (56558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60434.920000 sec): 2 clusters
  Score: Raw -15052053.420445 + Penalty 6702.600938 = -15045350.819507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60435.350000 sec): 3 clusters
  Score: Raw -15018594.635850 + Penalty 13405.201876 = -15005189.433975
  nChanged 25218
		SP:Iteration 1F (60435.780000 sec): 3 clusters
  Score: Raw -15032216.535683 + Penalty 13405.201876 = -15018811.333808
  nChanged 2794
		SP:Iteration 2Q (60436.220000 sec): 3 clusters
  Score: Raw -15033136.501284 + Penalty 13405.201876 = -15019731.299408
  nChanged 2382
		SP:Iteration 3Q (60436.640000 sec): 3 clusters
  Score: Raw -15033912.095255 + Penalty 13405.201876 = -15020506.893379
  nChanged 2215
		SP:Iteration 4Q (60437.060000 sec): 3 clusters
  Score: Raw -15034639.907607 + Penalty 13405.201876 = -15021234.705731
  nChanged 2132
		SP:Iteration 5Q (60437.480000 sec): 3 clusters
  Score: Raw -15035414.472405 + Penalty 13405.201876 = -15022009.270529
  nChanged 2299
		SP:Iteration 6Q (60437.900000 sec): 3 clusters
  Score: Raw -15036357.270810 + Penalty 13405.201876 = -15022952.068935
  nChanged 2494
		SP:Iteration 7Q (60438.310000 sec): 3 clusters
  Score: Raw -15037586.346323 + Penalty 13405.201876 = -15024181.144447
  nChanged 2962
		SP:Iteration 8F (60438.740000 sec): 3 clusters
  Score: Raw -15039289.883971 + Penalty 13405.201876 = -15025884.682096
  nChanged 3359
		SP:Iteration 9F (60439.160000 sec): 3 clusters
  Score: Raw -15041494.061181 + Penalty 13405.201876 = -15028088.859306
  nChanged 3448
		SP:Iteration 10F (60439.600000 sec): 3 clusters
  Score: Raw -15044103.756369 + Penalty 13405.201876 = -15030698.554494
  nChanged 3323
		SP:Iteration 11F (60440.020000 sec): 3 clusters
  Score: Raw -15046867.896050 + Penalty 13405.201876 = -15033462.694174
  nChanged 2606
		SP:Iteration 12Q (60440.450000 sec): 3 clusters
  Score: Raw -15049083.904273 + Penalty 13405.201876 = -15035678.702398
  nChanged 1816
		SP:Iteration 13Q (60440.870000 sec): 3 clusters
  Score: Raw -15050630.963122 + Penalty 13405.201876 = -15037225.761246
  nChanged 1127
		SP:Iteration 14Q (60441.270000 sec): 3 clusters
  Score: Raw -15051580.230924 + Penalty 13405.201876 = -15038175.029049
  nChanged 686
		SP:Iteration 15Q (60441.640000 sec): 3 clusters
  Score: Raw -15052176.417886 + Penalty 13405.201876 = -15038771.216011
  nChanged 437
		SP:Iteration 16Q (60441.980000 sec): 3 clusters
  Score: Raw -15052580.190008 + Penalty 13405.201876 = -15039174.988132
  nChanged 296
		SP:Iteration 17Q (60442.320000 sec): 3 clusters
  Score: Raw -15052842.858860 + Penalty 13405.201876 = -15039437.656985
  nChanged 191
		SP:Iteration 18Q (60442.640000 sec): 3 clusters
  Score: Raw -15053008.839091 + Penalty 13405.201876 = -15039603.637216
  nChanged 152
		SP:Iteration 19Q (60442.950000 sec): 3 clusters
  Score: Raw -15053128.177555 + Penalty 13405.201876 = -15039722.975679
  nChanged 94
		SP:Iteration 20F (60443.360000 sec): 3 clusters
  Score: Raw -15053190.080825 + Penalty 13405.201876 = -15039784.878949
  nChanged 61
		SP:Iteration 21Q (60443.660000 sec): 3 clusters
  Score: Raw -15053233.761539 + Penalty 13405.201876 = -15039828.559663
  nChanged 44
		SP:Iteration 22Q (60443.960000 sec): 3 clusters
  Score: Raw -15053263.132030 + Penalty 13405.201876 = -15039857.930154
  nChanged 52
		SP:Iteration 23Q (60444.260000 sec): 3 clusters
  Score: Raw -15053299.138873 + Penalty 13405.201876 = -15039893.936998
  nChanged 33
		SP:Iteration 24Q (60444.560000 sec): 3 clusters
  Score: Raw -15053321.604837 + Penalty 13405.201876 = -15039916.402961
  nChanged 25
		SP:Iteration 25Q (60444.860000 sec): 3 clusters
  Score: Raw -15053338.205589 + Penalty 13405.201876 = -15039933.003714
  nChanged 19
		SP:Iteration 26Q (60445.170000 sec): 3 clusters
  Score: Raw -15053354.249890 + Penalty 13405.201876 = -15039949.048014
  nChanged 27
		SP:Iteration 27Q (60445.470000 sec): 3 clusters
  Score: Raw -15053370.710867 + Penalty 13405.201876 = -15039965.508991
  nChanged 27
		SP:Iteration 28Q (60445.770000 sec): 3 clusters
  Score: Raw -15053388.729593 + Penalty 13405.201876 = -15039983.527718
  nChanged 21
		SP:Iteration 29Q (60446.060000 sec): 3 clusters
  Score: Raw -15053403.722678 + Penalty 13405.201876 = -15039998.520803
  nChanged 16
		SP:Iteration 30Q (60446.360000 sec): 3 clusters
  Score: Raw -15053416.777426 + Penalty 13405.201876 = -15040011.575550
  nChanged 16
		SP:Iteration 31Q (60446.650000 sec): 3 clusters
  Score: Raw -15053428.199506 + Penalty 13405.201876 = -15040022.997631
  nChanged 12
		SP:Iteration 32Q (60446.950000 sec): 3 clusters
  Score: Raw -15053435.712902 + Penalty 13405.201876 = -15040030.511027
  nChanged 14
		SP:Iteration 33Q (60447.250000 sec): 3 clusters
  Score: Raw -15053443.496110 + Penalty 13405.201876 = -15040038.294234
  nChanged 13
		SP:Iteration 34Q (60447.560000 sec): 3 clusters
  Score: Raw -15053452.483153 + Penalty 13405.201876 = -15040047.281277
  nChanged 8
		SP:Iteration 35Q (60447.860000 sec): 3 clusters
  Score: Raw -15053456.847823 + Penalty 13405.201876 = -15040051.645947
  nChanged 6
		SP:Iteration 36Q (60448.160000 sec): 3 clusters
  Score: Raw -15053461.682069 + Penalty 13405.201876 = -15040056.480194
  nChanged 8
		SP:Iteration 37Q (60448.460000 sec): 3 clusters
  Score: Raw -15053467.120982 + Penalty 13405.201876 = -15040061.919106
  nChanged 5
		SP:Iteration 38Q (60448.760000 sec): 3 clusters
  Score: Raw -15053470.086142 + Penalty 13405.201876 = -15040064.884267
  nChanged 3
		SP:Iteration 39Q (60449.050000 sec): 3 clusters
  Score: Raw -15053471.674236 + Penalty 13405.201876 = -15040066.472361
  nChanged 3
		SP:Iteration 40F (60449.460000 sec): 3 clusters
  Score: Raw -15053473.516959 + Penalty 13405.201876 = -15040068.315084
  nChanged 6
		SP:Iteration 41Q (60449.760000 sec): 3 clusters
  Score: Raw -15053476.881776 + Penalty 13405.201876 = -15040071.679901
  nChanged 5
		SP:Iteration 42Q (60450.060000 sec): 3 clusters
  Score: Raw -15053479.143633 + Penalty 13405.201876 = -15040073.941758
  nChanged 4
		SP:Iteration 43Q (60450.360000 sec): 3 clusters
  Score: Raw -15053480.537723 + Penalty 13405.201876 = -15040075.335847
  nChanged 1
		SP:Iteration 44Q (60450.660000 sec): 3 clusters
  Score: Raw -15053480.947603 + Penalty 13405.201876 = -15040075.745728
  nChanged 1
		SP:Iteration 45Q (60450.950000 sec): 3 clusters
  Score: Raw -15053481.641879 + Penalty 13405.201876 = -15040076.440004
  nChanged 1
		SP:Iteration 46Q (60451.240000 sec): 3 clusters
  Score: Raw -15053482.152048 + Penalty 13405.201876 = -15040076.950173
  nChanged 0
		SP:Iteration 47F (60451.650000 sec): 3 clusters
  Score: Raw -15053482.152048 + Penalty 13405.201876 = -15040076.950173
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60451.700000 sec): 2 clusters
  Score: Raw -200731.269659 + Penalty 4120.551931 = -196610.717728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60451.700000 sec): 3 clusters
  Score: Raw -201187.661944 + Penalty 8241.103863 = -192946.558081
  nChanged 134
		SP:Iteration 1F (60451.710000 sec): 3 clusters
  Score: Raw -201615.407165 + Penalty 8241.103863 = -193374.303302
  nChanged 39
		SP:Iteration 2Q (60451.720000 sec): 3 clusters
  Score: Raw -201743.522115 + Penalty 8241.103863 = -193502.418252
  nChanged 20
		SP:Iteration 3Q (60451.720000 sec): 3 clusters
  Score: Raw -201810.832986 + Penalty 8241.103863 = -193569.729123
  nChanged 24
		SP:Iteration 4Q (60451.730000 sec): 3 clusters
  Score: Raw -201934.240657 + Penalty 8241.103863 = -193693.136794
  nChanged 20
		SP:Iteration 5Q (60451.730000 sec): 3 clusters
  Score: Raw -202129.564790 + Penalty 8241.103863 = -193888.460927
  nChanged 27
		SP:Iteration 6Q (60451.740000 sec): 3 clusters
  Score: Raw -202273.371281 + Penalty 8241.103863 = -194032.267418
  nChanged 25
		SP:Iteration 7Q (60451.740000 sec): 3 clusters
  Score: Raw -202393.030425 + Penalty 8241.103863 = -194151.926562
  nChanged 17
		SP:Iteration 8Q (60451.750000 sec): 3 clusters
  Score: Raw -202488.531632 + Penalty 8241.103863 = -194247.427769
  nChanged 23
		SP:Iteration 9Q (60451.750000 sec): 3 clusters
  Score: Raw -202730.948584 + Penalty 8241.103863 = -194489.844721
  nChanged 23
		SP:Iteration 10Q (60451.760000 sec): 3 clusters
  Score: Raw -202913.988319 + Penalty 8241.103863 = -194672.884456
  nChanged 26
		SP:Iteration 11Q (60451.760000 sec): 3 clusters
  Score: Raw -203091.946807 + Penalty 8241.103863 = -194850.842944
  nChanged 17
		SP:Iteration 12Q (60451.770000 sec): 3 clusters
  Score: Raw -203193.189244 + Penalty 8241.103863 = -194952.085381
  nChanged 15
		SP:Iteration 13Q (60451.770000 sec): 3 clusters
  Score: Raw -203252.816552 + Penalty 8241.103863 = -195011.712689
  nChanged 9
		SP:Iteration 14Q (60451.780000 sec): 3 clusters
  Score: Raw -203292.463016 + Penalty 8241.103863 = -195051.359153
  nChanged 4
		SP:Iteration 15Q (60451.780000 sec): 3 clusters
  Score: Raw -203313.199033 + Penalty 8241.103863 = -195072.095170
  nChanged 3
		SP:Iteration 16Q (60451.790000 sec): 3 clusters
  Score: Raw -203335.528221 + Penalty 8241.103863 = -195094.424358
  nChanged 3
		SP:Iteration 17Q (60451.790000 sec): 3 clusters
  Score: Raw -203380.896963 + Penalty 8241.103863 = -195139.793100
  nChanged 5
		SP:Iteration 18Q (60451.800000 sec): 3 clusters
  Score: Raw -203438.100382 + Penalty 8241.103863 = -195196.996520
  nChanged 3
		SP:Iteration 19Q (60451.800000 sec): 3 clusters
  Score: Raw -203449.764406 + Penalty 8241.103863 = -195208.660543
  nChanged 4
		SP:Iteration 20F (60451.810000 sec): 3 clusters
  Score: Raw -203547.782374 + Penalty 8241.103863 = -195306.678511
  nChanged 5
		SP:Iteration 21Q (60451.810000 sec): 3 clusters
  Score: Raw -203743.356771 + Penalty 8241.103863 = -195502.252908
  nChanged 10
		SP:Iteration 22Q (60451.820000 sec): 3 clusters
  Score: Raw -203901.972713 + Penalty 8241.103863 = -195660.868851
  nChanged 8
		SP:Iteration 23Q (60451.820000 sec): 3 clusters
  Score: Raw -203970.089046 + Penalty 8241.103863 = -195728.985183
  nChanged 2
		SP:Iteration 24Q (60451.820000 sec): 3 clusters
  Score: Raw -204016.714823 + Penalty 8241.103863 = -195775.610960
  nChanged 3
		SP:Iteration 25Q (60451.830000 sec): 3 clusters
  Score: Raw -204035.524889 + Penalty 8241.103863 = -195794.421026
  nChanged 2
		SP:Iteration 26Q (60451.840000 sec): 3 clusters
  Score: Raw -204045.273736 + Penalty 8241.103863 = -195804.169874
  nChanged 0
		SP:Iteration 27F (60451.840000 sec): 3 clusters
  Score: Raw -204045.273736 + Penalty 8241.103863 = -195804.169874
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60451.860000 sec): 2 clusters
  Score: Raw -449609.744359 + Penalty 4573.064378 = -445036.679981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60451.870000 sec): 3 clusters
  Score: Raw -449365.058349 + Penalty 9146.128756 = -440218.929592
  nChanged 400
		SP:Iteration 1F (60451.880000 sec): 3 clusters
  Score: Raw -450011.716974 + Penalty 9146.128756 = -440865.588218
  nChanged 106
		SP:Iteration 2F (60451.900000 sec): 3 clusters
  Score: Raw -450244.852596 + Penalty 9146.128756 = -441098.723840
  nChanged 71
		SP:Iteration 3Q (60451.910000 sec): 3 clusters
  Score: Raw -450375.334017 + Penalty 9146.128756 = -441229.205261
  nChanged 49
		SP:Iteration 4Q (60451.920000 sec): 3 clusters
  Score: Raw -450475.187243 + Penalty 9146.128756 = -441329.058486
  nChanged 29
		SP:Iteration 5Q (60451.930000 sec): 3 clusters
  Score: Raw -450529.182068 + Penalty 9146.128756 = -441383.053312
  nChanged 26
		SP:Iteration 6Q (60451.940000 sec): 3 clusters
  Score: Raw -450575.354162 + Penalty 9146.128756 = -441429.225406
  nChanged 15
		SP:Iteration 7Q (60451.960000 sec): 3 clusters
  Score: Raw -450599.671819 + Penalty 9146.128756 = -441453.543063
  nChanged 13
		SP:Iteration 8Q (60451.970000 sec): 3 clusters
  Score: Raw -450621.460420 + Penalty 9146.128756 = -441475.331663
  nChanged 7
		SP:Iteration 9Q (60451.980000 sec): 3 clusters
  Score: Raw -450636.809105 + Penalty 9146.128756 = -441490.680348
  nChanged 11
		SP:Iteration 10Q (60451.990000 sec): 3 clusters
  Score: Raw -450656.716733 + Penalty 9146.128756 = -441510.587976
  nChanged 12
		SP:Iteration 11Q (60452.000000 sec): 3 clusters
  Score: Raw -450681.261148 + Penalty 9146.128756 = -441535.132391
  nChanged 6
		SP:Iteration 12Q (60452.020000 sec): 3 clusters
  Score: Raw -450693.429454 + Penalty 9146.128756 = -441547.300697
  nChanged 6
		SP:Iteration 13Q (60452.020000 sec): 3 clusters
  Score: Raw -450703.193159 + Penalty 9146.128756 = -441557.064403
  nChanged 0
		SP:Iteration 14F (60452.040000 sec): 3 clusters
  Score: Raw -450703.193159 + Penalty 9146.128756 = -441557.064403
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60452.050000 sec): 2 clusters
  Score: Raw -134223.035826 + Penalty 3839.821474 = -130383.214352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60452.050000 sec): 3 clusters
  Score: Raw -134686.222101 + Penalty 7679.642948 = -127006.579154
  nChanged 45
		SP:Iteration 1F (60452.060000 sec): 3 clusters
  Score: Raw -134920.892189 + Penalty 7679.642948 = -127241.249241
  nChanged 12
		SP:Iteration 2Q (60452.060000 sec): 3 clusters
  Score: Raw -134987.354160 + Penalty 7679.642948 = -127307.711213
  nChanged 7
		SP:Iteration 3Q (60452.060000 sec): 3 clusters
  Score: Raw -135020.677392 + Penalty 7679.642948 = -127341.034445
  nChanged 1
		SP:Iteration 4Q (60452.070000 sec): 3 clusters
  Score: Raw -135022.675807 + Penalty 7679.642948 = -127343.032859
  nChanged 1
		SP:Iteration 5Q (60452.070000 sec): 3 clusters
  Score: Raw -135026.156392 + Penalty 7679.642948 = -127346.513444
  nChanged 0
		SP:Iteration 6F (60452.080000 sec): 3 clusters
  Score: Raw -135026.156392 + Penalty 7679.642948 = -127346.513444
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60452.200000 sec): 2 clusters
  Score: Raw -4681308.385827 + Penalty 5994.268245 = -4675314.117581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60452.340000 sec): 3 clusters
  Score: Raw -4672137.706310 + Penalty 11988.536491 = -4660149.169819
  nChanged 7216
		SP:Iteration 1F (60452.460000 sec): 3 clusters
  Score: Raw -4676018.676374 + Penalty 11988.536491 = -4664030.139883
  nChanged 1267
		SP:Iteration 2F (60452.600000 sec): 3 clusters
  Score: Raw -4676720.450515 + Penalty 11988.536491 = -4664731.914025
  nChanged 900
		SP:Iteration 3F (60452.720000 sec): 3 clusters
  Score: Raw -4677176.119888 + Penalty 11988.536491 = -4665187.583398
  nChanged 763
		SP:Iteration 4Q (60452.860000 sec): 3 clusters
  Score: Raw -4677558.035791 + Penalty 11988.536491 = -4665569.499300
  nChanged 658
		SP:Iteration 5Q (60452.990000 sec): 3 clusters
  Score: Raw -4677858.216157 + Penalty 11988.536491 = -4665869.679667
  nChanged 561
		SP:Iteration 6Q (60453.120000 sec): 3 clusters
  Score: Raw -4678118.584674 + Penalty 11988.536491 = -4666130.048184
  nChanged 517
		SP:Iteration 7Q (60453.250000 sec): 3 clusters
  Score: Raw -4678354.425868 + Penalty 11988.536491 = -4666365.889378
  nChanged 487
		SP:Iteration 8Q (60453.380000 sec): 3 clusters
  Score: Raw -4678575.023913 + Penalty 11988.536491 = -4666586.487422
  nChanged 457
		SP:Iteration 9Q (60453.520000 sec): 3 clusters
  Score: Raw -4678777.260750 + Penalty 11988.536491 = -4666788.724259
  nChanged 453
		SP:Iteration 10Q (60453.650000 sec): 3 clusters
  Score: Raw -4678978.336830 + Penalty 11988.536491 = -4666989.800340
  nChanged 433
		SP:Iteration 11Q (60453.790000 sec): 3 clusters
  Score: Raw -4679173.826202 + Penalty 11988.536491 = -4667185.289712
  nChanged 415
		SP:Iteration 12Q (60453.920000 sec): 3 clusters
  Score: Raw -4679371.323919 + Penalty 11988.536491 = -4667382.787428
  nChanged 410
		SP:Iteration 13Q (60454.060000 sec): 3 clusters
  Score: Raw -4679571.951474 + Penalty 11988.536491 = -4667583.414983
  nChanged 430
		SP:Iteration 14Q (60454.190000 sec): 3 clusters
  Score: Raw -4679790.207724 + Penalty 11988.536491 = -4667801.671233
  nChanged 443
		SP:Iteration 15Q (60454.330000 sec): 3 clusters
  Score: Raw -4680040.258671 + Penalty 11988.536491 = -4668051.722181
  nChanged 468
		SP:Iteration 16Q (60454.460000 sec): 3 clusters
  Score: Raw -4680310.217568 + Penalty 11988.536491 = -4668321.681078
  nChanged 443
		SP:Iteration 17Q (60454.600000 sec): 3 clusters
  Score: Raw -4680560.208662 + Penalty 11988.536491 = -4668571.672171
  nChanged 400
		SP:Iteration 18Q (60454.730000 sec): 3 clusters
  Score: Raw -4680828.253189 + Penalty 11988.536491 = -4668839.716699
  nChanged 424
		SP:Iteration 19Q (60454.860000 sec): 3 clusters
  Score: Raw -4681122.121420 + Penalty 11988.536491 = -4669133.584930
  nChanged 358
		SP:Iteration 20F (60455.000000 sec): 3 clusters
  Score: Raw -4681377.379158 + Penalty 11988.536491 = -4669388.842668
  nChanged 320
		SP:Iteration 21Q (60455.130000 sec): 3 clusters
  Score: Raw -4681602.078595 + Penalty 11988.536491 = -4669613.542104
  nChanged 297
		SP:Iteration 22Q (60455.250000 sec): 3 clusters
  Score: Raw -4681803.155774 + Penalty 11988.536491 = -4669814.619284
  nChanged 278
		SP:Iteration 23Q (60455.380000 sec): 3 clusters
  Score: Raw -4681986.167258 + Penalty 11988.536491 = -4669997.630767
  nChanged 223
		SP:Iteration 24Q (60455.500000 sec): 3 clusters
  Score: Raw -4682115.605320 + Penalty 11988.536491 = -4670127.068829
  nChanged 199
		SP:Iteration 25Q (60455.620000 sec): 3 clusters
  Score: Raw -4682233.449532 + Penalty 11988.536491 = -4670244.913041
  nChanged 172
		SP:Iteration 26Q (60455.740000 sec): 3 clusters
  Score: Raw -4682339.888100 + Penalty 11988.536491 = -4670351.351609
  nChanged 162
		SP:Iteration 27Q (60455.860000 sec): 3 clusters
  Score: Raw -4682420.479557 + Penalty 11988.536491 = -4670431.943066
  nChanged 130
		SP:Iteration 28Q (60455.990000 sec): 3 clusters
  Score: Raw -4682484.224212 + Penalty 11988.536491 = -4670495.687722
  nChanged 109
		SP:Iteration 29Q (60456.100000 sec): 3 clusters
  Score: Raw -4682531.806716 + Penalty 11988.536491 = -4670543.270225
  nChanged 83
		SP:Iteration 30Q (60456.220000 sec): 3 clusters
  Score: Raw -4682567.280757 + Penalty 11988.536491 = -4670578.744266
  nChanged 71
		SP:Iteration 31Q (60456.340000 sec): 3 clusters
  Score: Raw -4682595.620983 + Penalty 11988.536491 = -4670607.084493
  nChanged 40
		SP:Iteration 32Q (60456.450000 sec): 3 clusters
  Score: Raw -4682609.724679 + Penalty 11988.536491 = -4670621.188188
  nChanged 35
		SP:Iteration 33Q (60456.570000 sec): 3 clusters
  Score: Raw -4682622.117963 + Penalty 11988.536491 = -4670633.581473
  nChanged 29
		SP:Iteration 34Q (60456.690000 sec): 3 clusters
  Score: Raw -4682631.190250 + Penalty 11988.536491 = -4670642.653759
  nChanged 26
		SP:Iteration 35Q (60456.800000 sec): 3 clusters
  Score: Raw -4682638.473275 + Penalty 11988.536491 = -4670649.936785
  nChanged 19
		SP:Iteration 36Q (60456.920000 sec): 3 clusters
  Score: Raw -4682643.809374 + Penalty 11988.536491 = -4670655.272883
  nChanged 11
		SP:Iteration 37Q (60457.030000 sec): 3 clusters
  Score: Raw -4682646.586155 + Penalty 11988.536491 = -4670658.049664
  nChanged 7
		SP:Iteration 38Q (60457.150000 sec): 3 clusters
  Score: Raw -4682648.593094 + Penalty 11988.536491 = -4670660.056603
  nChanged 6
		SP:Iteration 39Q (60457.270000 sec): 3 clusters
  Score: Raw -4682650.846014 + Penalty 11988.536491 = -4670662.309523
  nChanged 7
		SP:Iteration 40F (60457.400000 sec): 3 clusters
  Score: Raw -4682652.610857 + Penalty 11988.536491 = -4670664.074367
  nChanged 8
		SP:Iteration 41Q (60457.520000 sec): 3 clusters
  Score: Raw -4682655.296863 + Penalty 11988.536491 = -4670666.760372
  nChanged 8
		SP:Iteration 42Q (60457.640000 sec): 3 clusters
  Score: Raw -4682657.507374 + Penalty 11988.536491 = -4670668.970884
  nChanged 12
		SP:Iteration 43Q (60457.750000 sec): 3 clusters
  Score: Raw -4682660.461968 + Penalty 11988.536491 = -4670671.925478
  nChanged 14
		SP:Iteration 44Q (60457.870000 sec): 3 clusters
  Score: Raw -4682666.372802 + Penalty 11988.536491 = -4670677.836311
  nChanged 19
		SP:Iteration 45Q (60457.990000 sec): 3 clusters
  Score: Raw -4682673.522384 + Penalty 11988.536491 = -4670684.985894
  nChanged 23
		SP:Iteration 46Q (60458.100000 sec): 3 clusters
  Score: Raw -4682682.275049 + Penalty 11988.536491 = -4670693.738558
  nChanged 26
		SP:Iteration 47Q (60458.220000 sec): 3 clusters
  Score: Raw -4682692.133841 + Penalty 11988.536491 = -4670703.597351
  nChanged 24
		SP:Iteration 48Q (60458.330000 sec): 3 clusters
  Score: Raw -4682700.136400 + Penalty 11988.536491 = -4670711.599909
  nChanged 24
		SP:Iteration 49Q (60458.450000 sec): 3 clusters
  Score: Raw -4682709.260946 + Penalty 11988.536491 = -4670720.724455
  nChanged 19
		SP:Iteration 50Q (60458.560000 sec): 3 clusters
  Score: Raw -4682715.912731 + Penalty 11988.536491 = -4670727.376240
  nChanged 19
		SP:Iteration 51Q (60458.680000 sec): 3 clusters
  Score: Raw -4682721.928198 + Penalty 11988.536491 = -4670733.391707
  nChanged 20
		SP:Iteration 52Q (60458.790000 sec): 3 clusters
  Score: Raw -4682727.745107 + Penalty 11988.536491 = -4670739.208617
  nChanged 10
		SP:Iteration 53Q (60458.910000 sec): 3 clusters
  Score: Raw -4682730.824281 + Penalty 11988.536491 = -4670742.287790
  nChanged 15
		SP:Iteration 54Q (60459.030000 sec): 3 clusters
  Score: Raw -4682736.115191 + Penalty 11988.536491 = -4670747.578700
  nChanged 11
		SP:Iteration 55Q (60459.140000 sec): 3 clusters
  Score: Raw -4682739.490692 + Penalty 11988.536491 = -4670750.954201
  nChanged 17
		SP:Iteration 56Q (60459.250000 sec): 3 clusters
  Score: Raw -4682744.872444 + Penalty 11988.536491 = -4670756.335953
  nChanged 17
		SP:Iteration 57Q (60459.370000 sec): 3 clusters
  Score: Raw -4682751.228109 + Penalty 11988.536491 = -4670762.691618
  nChanged 16
		SP:Iteration 58Q (60459.490000 sec): 3 clusters
  Score: Raw -4682756.325801 + Penalty 11988.536491 = -4670767.789311
  nChanged 14
		SP:Iteration 59Q (60459.600000 sec): 3 clusters
  Score: Raw -4682760.670162 + Penalty 11988.536491 = -4670772.133672
  nChanged 13
		SP:Iteration 60F (60459.730000 sec): 3 clusters
  Score: Raw -4682764.528554 + Penalty 11988.536491 = -4670775.992064
  nChanged 8
		SP:Iteration 61Q (60459.850000 sec): 3 clusters
  Score: Raw -4682768.342322 + Penalty 11988.536491 = -4670779.805831
  nChanged 14
		SP:Iteration 62Q (60459.970000 sec): 3 clusters
  Score: Raw -4682772.879604 + Penalty 11988.536491 = -4670784.343113
  nChanged 13
		SP:Iteration 63Q (60460.080000 sec): 3 clusters
  Score: Raw -4682777.848426 + Penalty 11988.536491 = -4670789.311935
  nChanged 11
		SP:Iteration 64Q (60460.200000 sec): 3 clusters
  Score: Raw -4682781.724477 + Penalty 11988.536491 = -4670793.187986
  nChanged 13
		SP:Iteration 65Q (60460.310000 sec): 3 clusters
  Score: Raw -4682786.544434 + Penalty 11988.536491 = -4670798.007944
  nChanged 11
		SP:Iteration 66Q (60460.430000 sec): 3 clusters
  Score: Raw -4682789.805510 + Penalty 11988.536491 = -4670801.269020
  nChanged 13
		SP:Iteration 67Q (60460.540000 sec): 3 clusters
  Score: Raw -4682795.325342 + Penalty 11988.536491 = -4670806.788852
  nChanged 21
		SP:Iteration 68Q (60460.650000 sec): 3 clusters
  Score: Raw -4682802.640953 + Penalty 11988.536491 = -4670814.104462
  nChanged 16
		SP:Iteration 69Q (60460.770000 sec): 3 clusters
  Score: Raw -4682808.090133 + Penalty 11988.536491 = -4670819.553643
  nChanged 20
		SP:Iteration 70Q (60460.880000 sec): 3 clusters
  Score: Raw -4682817.009735 + Penalty 11988.536491 = -4670828.473244
  nChanged 27
		SP:Iteration 71Q (60460.990000 sec): 3 clusters
  Score: Raw -4682826.471559 + Penalty 11988.536491 = -4670837.935068
  nChanged 29
		SP:Iteration 72Q (60461.100000 sec): 3 clusters
  Score: Raw -4682836.413733 + Penalty 11988.536491 = -4670847.877243
  nChanged 24
		SP:Iteration 73Q (60461.210000 sec): 3 clusters
  Score: Raw -4682846.015235 + Penalty 11988.536491 = -4670857.478744
  nChanged 25
		SP:Iteration 74Q (60461.320000 sec): 3 clusters
  Score: Raw -4682855.194899 + Penalty 11988.536491 = -4670866.658409
  nChanged 24
		SP:Iteration 75Q (60461.430000 sec): 3 clusters
  Score: Raw -4682862.641163 + Penalty 11988.536491 = -4670874.104672
  nChanged 22
		SP:Iteration 76Q (60461.540000 sec): 3 clusters
  Score: Raw -4682870.031701 + Penalty 11988.536491 = -4670881.495210
  nChanged 21
		SP:Iteration 77Q (60461.650000 sec): 3 clusters
  Score: Raw -4682875.528177 + Penalty 11988.536491 = -4670886.991686
  nChanged 12
		SP:Iteration 78Q (60461.770000 sec): 3 clusters
  Score: Raw -4682879.565108 + Penalty 11988.536491 = -4670891.028617
  nChanged 13
		SP:Iteration 79Q (60461.880000 sec): 3 clusters
  Score: Raw -4682883.237845 + Penalty 11988.536491 = -4670894.701354
  nChanged 8
		SP:Iteration 80F (60462.020000 sec): 3 clusters
  Score: Raw -4682885.394509 + Penalty 11988.536491 = -4670896.858019
  nChanged 2
		SP:Iteration 81Q (60462.130000 sec): 3 clusters
  Score: Raw -4682886.035892 + Penalty 11988.536491 = -4670897.499401
  nChanged 1
		SP:Iteration 82Q (60462.250000 sec): 3 clusters
  Score: Raw -4682886.273757 + Penalty 11988.536491 = -4670897.737266
  nChanged 0
		SP:Iteration 83F (60462.380000 sec): 3 clusters
  Score: Raw -4682886.273757 + Penalty 11988.536491 = -4670897.737266
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3857 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60462.420000 sec): 2 clusters
  Score: Raw -952940.109137 + Penalty 5057.807537 = -947882.301600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60462.450000 sec): 3 clusters
  Score: Raw -951743.941559 + Penalty 10115.615074 = -941628.326485
  nChanged 1131
		SP:Iteration 1F (60462.480000 sec): 3 clusters
  Score: Raw -952901.996367 + Penalty 10115.615074 = -942786.381294
  nChanged 341
		SP:Iteration 2F (60462.510000 sec): 3 clusters
  Score: Raw -953368.603684 + Penalty 10115.615074 = -943252.988611
  nChanged 205
		SP:Iteration 3F (60462.530000 sec): 3 clusters
  Score: Raw -953632.307275 + Penalty 10115.615074 = -943516.692201
  nChanged 152
		SP:Iteration 4Q (60462.560000 sec): 3 clusters
  Score: Raw -953800.090869 + Penalty 10115.615074 = -943684.475795
  nChanged 101
		SP:Iteration 5Q (60462.590000 sec): 3 clusters
  Score: Raw -953900.690945 + Penalty 10115.615074 = -943785.075871
  nChanged 84
		SP:Iteration 6Q (60462.620000 sec): 3 clusters
  Score: Raw -953994.053089 + Penalty 10115.615074 = -943878.438016
  nChanged 83
		SP:Iteration 7Q (60462.650000 sec): 3 clusters
  Score: Raw -954089.201903 + Penalty 10115.615074 = -943973.586829
  nChanged 80
		SP:Iteration 8Q (60462.670000 sec): 3 clusters
  Score: Raw -954186.528858 + Penalty 10115.615074 = -944070.913784
  nChanged 86
		SP:Iteration 9Q (60462.700000 sec): 3 clusters
  Score: Raw -954282.904993 + Penalty 10115.615074 = -944167.289919
  nChanged 78
		SP:Iteration 10Q (60462.730000 sec): 3 clusters
  Score: Raw -954362.791555 + Penalty 10115.615074 = -944247.176482
  nChanged 56
		SP:Iteration 11Q (60462.750000 sec): 3 clusters
  Score: Raw -954423.127474 + Penalty 10115.615074 = -944307.512400
  nChanged 65
		SP:Iteration 12Q (60462.780000 sec): 3 clusters
  Score: Raw -954491.079841 + Penalty 10115.615074 = -944375.464767
  nChanged 62
		SP:Iteration 13Q (60462.810000 sec): 3 clusters
  Score: Raw -954556.400039 + Penalty 10115.615074 = -944440.784965
  nChanged 40
		SP:Iteration 14Q (60462.830000 sec): 3 clusters
  Score: Raw -954595.380523 + Penalty 10115.615074 = -944479.765449
  nChanged 36
		SP:Iteration 15Q (60462.860000 sec): 3 clusters
  Score: Raw -954635.778342 + Penalty 10115.615074 = -944520.163269
  nChanged 29
		SP:Iteration 16Q (60462.890000 sec): 3 clusters
  Score: Raw -954662.497122 + Penalty 10115.615074 = -944546.882048
  nChanged 24
		SP:Iteration 17Q (60462.910000 sec): 3 clusters
  Score: Raw -954686.933265 + Penalty 10115.615074 = -944571.318191
  nChanged 23
		SP:Iteration 18Q (60462.940000 sec): 3 clusters
  Score: Raw -954706.784924 + Penalty 10115.615074 = -944591.169850
  nChanged 19
		SP:Iteration 19Q (60462.970000 sec): 3 clusters
  Score: Raw -954724.564529 + Penalty 10115.615074 = -944608.949456
  nChanged 23
		SP:Iteration 20F (60462.990000 sec): 3 clusters
  Score: Raw -954742.791254 + Penalty 10115.615074 = -944627.176180
  nChanged 20
		SP:Iteration 21Q (60463.020000 sec): 3 clusters
  Score: Raw -954776.060243 + Penalty 10115.615074 = -944660.445169
  nChanged 30
		SP:Iteration 22Q (60463.050000 sec): 3 clusters
  Score: Raw -954829.618745 + Penalty 10115.615074 = -944714.003671
  nChanged 32
		SP:Iteration 23Q (60463.070000 sec): 3 clusters
  Score: Raw -954863.458153 + Penalty 10115.615074 = -944747.843080
  nChanged 32
		SP:Iteration 24Q (60463.100000 sec): 3 clusters
  Score: Raw -954902.393517 + Penalty 10115.615074 = -944786.778443
  nChanged 27
		SP:Iteration 25Q (60463.130000 sec): 3 clusters
  Score: Raw -954931.540576 + Penalty 10115.615074 = -944815.925503
  nChanged 26
		SP:Iteration 26Q (60463.150000 sec): 3 clusters
  Score: Raw -954964.079490 + Penalty 10115.615074 = -944848.464416
  nChanged 18
		SP:Iteration 27Q (60463.180000 sec): 3 clusters
  Score: Raw -954982.090356 + Penalty 10115.615074 = -944866.475282
  nChanged 12
		SP:Iteration 28Q (60463.210000 sec): 3 clusters
  Score: Raw -954991.961462 + Penalty 10115.615074 = -944876.346388
  nChanged 8
		SP:Iteration 29Q (60463.240000 sec): 3 clusters
  Score: Raw -954997.132271 + Penalty 10115.615074 = -944881.517197
  nChanged 8
		SP:Iteration 30Q (60463.260000 sec): 3 clusters
  Score: Raw -955003.487360 + Penalty 10115.615074 = -944887.872286
  nChanged 6
		SP:Iteration 31Q (60463.290000 sec): 3 clusters
  Score: Raw -955008.433311 + Penalty 10115.615074 = -944892.818237
  nChanged 7
		SP:Iteration 32Q (60463.310000 sec): 3 clusters
  Score: Raw -955012.974935 + Penalty 10115.615074 = -944897.359861
  nChanged 4
		SP:Iteration 33Q (60463.340000 sec): 3 clusters
  Score: Raw -955016.078208 + Penalty 10115.615074 = -944900.463134
  nChanged 2
		SP:Iteration 34Q (60463.360000 sec): 3 clusters
  Score: Raw -955018.339175 + Penalty 10115.615074 = -944902.724101
  nChanged 5
		SP:Iteration 35Q (60463.390000 sec): 3 clusters
  Score: Raw -955021.255028 + Penalty 10115.615074 = -944905.639954
  nChanged 1
		SP:Iteration 36Q (60463.410000 sec): 3 clusters
  Score: Raw -955021.784302 + Penalty 10115.615074 = -944906.169229
  nChanged 0
		SP:Iteration 37F (60463.440000 sec): 3 clusters
  Score: Raw -955021.784302 + Penalty 10115.615074 = -944906.169229
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60463.460000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60463.470000 sec): 3 clusters
  Score: Raw -382042.190753 + Penalty 8912.086091 = -373130.104662
  nChanged 292
		SP:Iteration 1F (60463.480000 sec): 3 clusters
  Score: Raw -382512.775291 + Penalty 8912.086091 = -373600.689199
  nChanged 83
		SP:Iteration 2F (60463.490000 sec): 3 clusters
  Score: Raw -382680.447389 + Penalty 8912.086091 = -373768.361297
  nChanged 47
		SP:Iteration 3Q (60463.500000 sec): 3 clusters
  Score: Raw -382782.930023 + Penalty 8912.086091 = -373870.843932
  nChanged 28
		SP:Iteration 4Q (60463.510000 sec): 3 clusters
  Score: Raw -382861.975140 + Penalty 8912.086091 = -373949.889049
  nChanged 17
		SP:Iteration 5Q (60463.520000 sec): 3 clusters
  Score: Raw -382945.992292 + Penalty 8912.086091 = -374033.906200
  nChanged 23
		SP:Iteration 6Q (60463.530000 sec): 3 clusters
  Score: Raw -383009.011990 + Penalty 8912.086091 = -374096.925898
  nChanged 15
		SP:Iteration 7Q (60463.540000 sec): 3 clusters
  Score: Raw -383057.001292 + Penalty 8912.086091 = -374144.915200
  nChanged 14
		SP:Iteration 8Q (60463.550000 sec): 3 clusters
  Score: Raw -383098.710381 + Penalty 8912.086091 = -374186.624289
  nChanged 19
		SP:Iteration 9Q (60463.560000 sec): 3 clusters
  Score: Raw -383192.170340 + Penalty 8912.086091 = -374280.084249
  nChanged 25
		SP:Iteration 10Q (60463.570000 sec): 3 clusters
  Score: Raw -383244.864314 + Penalty 8912.086091 = -374332.778223
  nChanged 17
		SP:Iteration 11Q (60463.580000 sec): 3 clusters
  Score: Raw -383292.255672 + Penalty 8912.086091 = -374380.169581
  nChanged 18
		SP:Iteration 12Q (60463.580000 sec): 3 clusters
  Score: Raw -383350.911037 + Penalty 8912.086091 = -374438.824945
  nChanged 14
		SP:Iteration 13Q (60463.600000 sec): 3 clusters
  Score: Raw -383378.606978 + Penalty 8912.086091 = -374466.520886
  nChanged 11
		SP:Iteration 14Q (60463.600000 sec): 3 clusters
  Score: Raw -383399.721727 + Penalty 8912.086091 = -374487.635636
  nChanged 9
		SP:Iteration 15Q (60463.620000 sec): 3 clusters
  Score: Raw -383420.471788 + Penalty 8912.086091 = -374508.385696
  nChanged 12
		SP:Iteration 16Q (60463.620000 sec): 3 clusters
  Score: Raw -383440.624235 + Penalty 8912.086091 = -374528.538143
  nChanged 13
		SP:Iteration 17Q (60463.630000 sec): 3 clusters
  Score: Raw -383462.299016 + Penalty 8912.086091 = -374550.212925
  nChanged 10
		SP:Iteration 18Q (60463.640000 sec): 3 clusters
  Score: Raw -383482.134500 + Penalty 8912.086091 = -374570.048409
  nChanged 16
		SP:Iteration 19Q (60463.650000 sec): 3 clusters
  Score: Raw -383513.645714 + Penalty 8912.086091 = -374601.559623
  nChanged 7
		SP:Iteration 20F (60463.660000 sec): 3 clusters
  Score: Raw -383524.151032 + Penalty 8912.086091 = -374612.064940
  nChanged 7
		SP:Iteration 21Q (60463.670000 sec): 3 clusters
  Score: Raw -383539.400226 + Penalty 8912.086091 = -374627.314135
  nChanged 6
		SP:Iteration 22Q (60463.680000 sec): 3 clusters
  Score: Raw -383547.291586 + Penalty 8912.086091 = -374635.205495
  nChanged 5
		SP:Iteration 23Q (60463.690000 sec): 3 clusters
  Score: Raw -383556.084176 + Penalty 8912.086091 = -374643.998084
  nChanged 3
		SP:Iteration 24Q (60463.700000 sec): 3 clusters
  Score: Raw -383562.377783 + Penalty 8912.086091 = -374650.291691
  nChanged 2
		SP:Iteration 25Q (60463.710000 sec): 3 clusters
  Score: Raw -383566.446055 + Penalty 8912.086091 = -374654.359964
  nChanged 2
		SP:Iteration 26Q (60463.720000 sec): 3 clusters
  Score: Raw -383569.540773 + Penalty 8912.086091 = -374657.454682
  nChanged 3
		SP:Iteration 27Q (60463.730000 sec): 3 clusters
  Score: Raw -383574.394104 + Penalty 8912.086091 = -374662.308013
  nChanged 3
		SP:Iteration 28Q (60463.740000 sec): 3 clusters
  Score: Raw -383579.168526 + Penalty 8912.086091 = -374667.082434
  nChanged 3
		SP:Iteration 29Q (60463.750000 sec): 3 clusters
  Score: Raw -383585.091350 + Penalty 8912.086091 = -374673.005259
  nChanged 3
		SP:Iteration 30Q (60463.760000 sec): 3 clusters
  Score: Raw -383590.034454 + Penalty 8912.086091 = -374677.948362
  nChanged 3
		SP:Iteration 31Q (60463.760000 sec): 3 clusters
  Score: Raw -383597.519038 + Penalty 8912.086091 = -374685.432947
  nChanged 6
		SP:Iteration 32Q (60463.780000 sec): 3 clusters
  Score: Raw -383606.640832 + Penalty 8912.086091 = -374694.554741
  nChanged 2
		SP:Iteration 33Q (60463.780000 sec): 3 clusters
  Score: Raw -383609.518302 + Penalty 8912.086091 = -374697.432211
  nChanged 1
		SP:Iteration 34Q (60463.790000 sec): 3 clusters
  Score: Raw -383611.975212 + Penalty 8912.086091 = -374699.889121
  nChanged 0
		SP:Iteration 35F (60463.800000 sec): 3 clusters
  Score: Raw -383611.975212 + Penalty 8912.086091 = -374699.889121
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60463.820000 sec): 2 clusters
  Score: Raw -335166.092113 + Penalty 4391.226885 = -330774.865228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60463.820000 sec): 3 clusters
  Score: Raw -335109.678270 + Penalty 8782.453770 = -326327.224500
  nChanged 209
		SP:Iteration 1F (60463.840000 sec): 3 clusters
  Score: Raw -335510.102081 + Penalty 8782.453770 = -326727.648311
  nChanged 53
		SP:Iteration 2Q (60463.840000 sec): 3 clusters
  Score: Raw -335636.033743 + Penalty 8782.453770 = -326853.579972
  nChanged 29
		SP:Iteration 3Q (60463.860000 sec): 3 clusters
  Score: Raw -335703.354571 + Penalty 8782.453770 = -326920.900800
  nChanged 17
		SP:Iteration 4Q (60463.860000 sec): 3 clusters
  Score: Raw -335737.719142 + Penalty 8782.453770 = -326955.265371
  nChanged 7
		SP:Iteration 5Q (60463.870000 sec): 3 clusters
  Score: Raw -335756.365269 + Penalty 8782.453770 = -326973.911498
  nChanged 7
		SP:Iteration 6Q (60463.880000 sec): 3 clusters
  Score: Raw -335774.101934 + Penalty 8782.453770 = -326991.648163
  nChanged 7
		SP:Iteration 7Q (60463.890000 sec): 3 clusters
  Score: Raw -335788.673778 + Penalty 8782.453770 = -327006.220007
  nChanged 4
		SP:Iteration 8Q (60463.900000 sec): 3 clusters
  Score: Raw -335797.633928 + Penalty 8782.453770 = -327015.180157
  nChanged 1
		SP:Iteration 9Q (60463.910000 sec): 3 clusters
  Score: Raw -335799.099794 + Penalty 8782.453770 = -327016.646023
  nChanged 0
		SP:Iteration 10F (60463.920000 sec): 3 clusters
  Score: Raw -335799.099794 + Penalty 8782.453770 = -327016.646023
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60464.010000 sec): 2 clusters
  Score: Raw -3496883.127604 + Penalty 5822.510390 = -3491060.617213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60464.110000 sec): 3 clusters
  Score: Raw -3490210.222346 + Penalty 11645.020780 = -3478565.201566
  nChanged 5243
		SP:Iteration 1F (60464.210000 sec): 3 clusters
  Score: Raw -3493165.085404 + Penalty 11645.020780 = -3481520.064624
  nChanged 987
		SP:Iteration 2F (60464.300000 sec): 3 clusters
  Score: Raw -3493697.030705 + Penalty 11645.020780 = -3482052.009925
  nChanged 625
		SP:Iteration 3Q (60464.400000 sec): 3 clusters
  Score: Raw -3494012.586996 + Penalty 11645.020780 = -3482367.566215
  nChanged 472
		SP:Iteration 4Q (60464.500000 sec): 3 clusters
  Score: Raw -3494255.750187 + Penalty 11645.020780 = -3482610.729407
  nChanged 424
		SP:Iteration 5Q (60464.600000 sec): 3 clusters
  Score: Raw -3494475.575305 + Penalty 11645.020780 = -3482830.554525
  nChanged 384
		SP:Iteration 6Q (60464.700000 sec): 3 clusters
  Score: Raw -3494682.922046 + Penalty 11645.020780 = -3483037.901266
  nChanged 351
		SP:Iteration 7Q (60464.800000 sec): 3 clusters
  Score: Raw -3494887.635728 + Penalty 11645.020780 = -3483242.614947
  nChanged 365
		SP:Iteration 8Q (60464.900000 sec): 3 clusters
  Score: Raw -3495098.453487 + Penalty 11645.020780 = -3483453.432707
  nChanged 397
		SP:Iteration 9Q (60465.000000 sec): 3 clusters
  Score: Raw -3495342.255347 + Penalty 11645.020780 = -3483697.234567
  nChanged 416
		SP:Iteration 10Q (60465.090000 sec): 3 clusters
  Score: Raw -3495591.561070 + Penalty 11645.020780 = -3483946.540290
  nChanged 407
		SP:Iteration 11Q (60465.190000 sec): 3 clusters
  Score: Raw -3495886.918789 + Penalty 11645.020780 = -3484241.898009
  nChanged 458
		SP:Iteration 12Q (60465.280000 sec): 3 clusters
  Score: Raw -3496213.489801 + Penalty 11645.020780 = -3484568.469020
  nChanged 473
		SP:Iteration 13Q (60465.380000 sec): 3 clusters
  Score: Raw -3496568.555804 + Penalty 11645.020780 = -3484923.535024
  nChanged 486
		SP:Iteration 14Q (60465.480000 sec): 3 clusters
  Score: Raw -3496966.424446 + Penalty 11645.020780 = -3485321.403666
  nChanged 497
		SP:Iteration 15Q (60465.570000 sec): 3 clusters
  Score: Raw -3497387.230145 + Penalty 11645.020780 = -3485742.209365
  nChanged 491
		SP:Iteration 16Q (60465.670000 sec): 3 clusters
  Score: Raw -3497798.933636 + Penalty 11645.020780 = -3486153.912855
  nChanged 426
		SP:Iteration 17Q (60465.760000 sec): 3 clusters
  Score: Raw -3498166.604803 + Penalty 11645.020780 = -3486521.584022
  nChanged 395
		SP:Iteration 18Q (60465.850000 sec): 3 clusters
  Score: Raw -3498515.806235 + Penalty 11645.020780 = -3486870.785455
  nChanged 366
		SP:Iteration 19Q (60465.940000 sec): 3 clusters
  Score: Raw -3498845.330635 + Penalty 11645.020780 = -3487200.309855
  nChanged 313
		SP:Iteration 20F (60466.040000 sec): 3 clusters
  Score: Raw -3499077.027519 + Penalty 11645.020780 = -3487432.006738
  nChanged 199
		SP:Iteration 21Q (60466.130000 sec): 3 clusters
  Score: Raw -3499194.609996 + Penalty 11645.020780 = -3487549.589216
  nChanged 144
		SP:Iteration 22Q (60466.220000 sec): 3 clusters
  Score: Raw -3499270.130997 + Penalty 11645.020780 = -3487625.110217
  nChanged 117
		SP:Iteration 23Q (60466.300000 sec): 3 clusters
  Score: Raw -3499320.186142 + Penalty 11645.020780 = -3487675.165361
  nChanged 71
		SP:Iteration 24Q (60466.390000 sec): 3 clusters
  Score: Raw -3499351.441003 + Penalty 11645.020780 = -3487706.420222
  nChanged 54
		SP:Iteration 25Q (60466.470000 sec): 3 clusters
  Score: Raw -3499371.056643 + Penalty 11645.020780 = -3487726.035863
  nChanged 35
		SP:Iteration 26Q (60466.560000 sec): 3 clusters
  Score: Raw -3499383.467215 + Penalty 11645.020780 = -3487738.446434
  nChanged 31
		SP:Iteration 27Q (60466.640000 sec): 3 clusters
  Score: Raw -3499393.861133 + Penalty 11645.020780 = -3487748.840353
  nChanged 25
		SP:Iteration 28Q (60466.720000 sec): 3 clusters
  Score: Raw -3499399.972240 + Penalty 11645.020780 = -3487754.951459
  nChanged 11
		SP:Iteration 29Q (60466.810000 sec): 3 clusters
  Score: Raw -3499403.834954 + Penalty 11645.020780 = -3487758.814174
  nChanged 6
		SP:Iteration 30Q (60466.890000 sec): 3 clusters
  Score: Raw -3499405.707718 + Penalty 11645.020780 = -3487760.686937
  nChanged 9
		SP:Iteration 31Q (60466.980000 sec): 3 clusters
  Score: Raw -3499407.975984 + Penalty 11645.020780 = -3487762.955203
  nChanged 2
		SP:Iteration 32Q (60467.060000 sec): 3 clusters
  Score: Raw -3499408.743116 + Penalty 11645.020780 = -3487763.722336
  nChanged 5
		SP:Iteration 33Q (60467.140000 sec): 3 clusters
  Score: Raw -3499410.068759 + Penalty 11645.020780 = -3487765.047979
  nChanged 5
		SP:Iteration 34Q (60467.230000 sec): 3 clusters
  Score: Raw -3499411.118095 + Penalty 11645.020780 = -3487766.097315
  nChanged 3
		SP:Iteration 35Q (60467.310000 sec): 3 clusters
  Score: Raw -3499411.857163 + Penalty 11645.020780 = -3487766.836383
  nChanged 2
		SP:Iteration 36Q (60467.400000 sec): 3 clusters
  Score: Raw -3499412.231461 + Penalty 11645.020780 = -3487767.210680
  nChanged 4
		SP:Iteration 37Q (60467.480000 sec): 3 clusters
  Score: Raw -3499413.237712 + Penalty 11645.020780 = -3487768.216932
  nChanged 1
		SP:Iteration 38Q (60467.560000 sec): 3 clusters
  Score: Raw -3499413.378979 + Penalty 11645.020780 = -3487768.358199
  nChanged 1
		SP:Iteration 39Q (60467.640000 sec): 3 clusters
  Score: Raw -3499413.545266 + Penalty 11645.020780 = -3487768.524485
  nChanged 1
		SP:Iteration 40F (60467.740000 sec): 3 clusters
  Score: Raw -3499413.919552 + Penalty 11645.020780 = -3487768.898771
  nChanged 3
		SP:Iteration 41Q (60467.830000 sec): 3 clusters
  Score: Raw -3499414.711689 + Penalty 11645.020780 = -3487769.690909
  nChanged 1
		SP:Iteration 42Q (60467.910000 sec): 3 clusters
  Score: Raw -3499414.795946 + Penalty 11645.020780 = -3487769.775165
  nChanged 0
		SP:Iteration 43F (60468.010000 sec): 3 clusters
  Score: Raw -3499414.795946 + Penalty 11645.020780 = -3487769.775165
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (16427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60468.120000 sec): 2 clusters
  Score: Raw -4379492.385643 + Penalty 5945.342481 = -4373547.043162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60468.240000 sec): 3 clusters
  Score: Raw -4371191.179423 + Penalty 11890.684962 = -4359300.494461
  nChanged 6494
		SP:Iteration 1F (60468.360000 sec): 3 clusters
  Score: Raw -4374610.395794 + Penalty 11890.684962 = -4362719.710832
  nChanged 1174
		SP:Iteration 2F (60468.480000 sec): 3 clusters
  Score: Raw -4375163.135637 + Penalty 11890.684962 = -4363272.450675
  nChanged 757
		SP:Iteration 3Q (60468.610000 sec): 3 clusters
  Score: Raw -4375466.828832 + Penalty 11890.684962 = -4363576.143870
  nChanged 565
		SP:Iteration 4Q (60468.730000 sec): 3 clusters
  Score: Raw -4375688.954261 + Penalty 11890.684962 = -4363798.269299
  nChanged 466
		SP:Iteration 5Q (60468.850000 sec): 3 clusters
  Score: Raw -4375859.812518 + Penalty 11890.684962 = -4363969.127557
  nChanged 360
		SP:Iteration 6Q (60468.970000 sec): 3 clusters
  Score: Raw -4375994.441434 + Penalty 11890.684962 = -4364103.756472
  nChanged 322
		SP:Iteration 7Q (60469.090000 sec): 3 clusters
  Score: Raw -4376116.876710 + Penalty 11890.684962 = -4364226.191748
  nChanged 287
		SP:Iteration 8Q (60469.210000 sec): 3 clusters
  Score: Raw -4376221.877414 + Penalty 11890.684962 = -4364331.192452
  nChanged 270
		SP:Iteration 9Q (60469.330000 sec): 3 clusters
  Score: Raw -4376327.543871 + Penalty 11890.684962 = -4364436.858909
  nChanged 249
		SP:Iteration 10Q (60469.450000 sec): 3 clusters
  Score: Raw -4376417.576037 + Penalty 11890.684962 = -4364526.891075
  nChanged 231
		SP:Iteration 11Q (60469.570000 sec): 3 clusters
  Score: Raw -4376501.961119 + Penalty 11890.684962 = -4364611.276157
  nChanged 222
		SP:Iteration 12Q (60469.700000 sec): 3 clusters
  Score: Raw -4376585.871875 + Penalty 11890.684962 = -4364695.186913
  nChanged 230
		SP:Iteration 13Q (60469.820000 sec): 3 clusters
  Score: Raw -4376677.385443 + Penalty 11890.684962 = -4364786.700481
  nChanged 229
		SP:Iteration 14Q (60469.940000 sec): 3 clusters
  Score: Raw -4376768.614712 + Penalty 11890.684962 = -4364877.929750
  nChanged 242
		SP:Iteration 15Q (60470.060000 sec): 3 clusters
  Score: Raw -4376864.165661 + Penalty 11890.684962 = -4364973.480699
  nChanged 260
		SP:Iteration 16Q (60470.170000 sec): 3 clusters
  Score: Raw -4376963.008362 + Penalty 11890.684962 = -4365072.323400
  nChanged 276
		SP:Iteration 17Q (60470.290000 sec): 3 clusters
  Score: Raw -4377071.397410 + Penalty 11890.684962 = -4365180.712448
  nChanged 288
		SP:Iteration 18Q (60470.420000 sec): 3 clusters
  Score: Raw -4377166.132143 + Penalty 11890.684962 = -4365275.447181
  nChanged 244
		SP:Iteration 19Q (60470.530000 sec): 3 clusters
  Score: Raw -4377252.813738 + Penalty 11890.684962 = -4365362.128776
  nChanged 272
		SP:Iteration 20F (60470.660000 sec): 3 clusters
  Score: Raw -4377358.737585 + Penalty 11890.684962 = -4365468.052623
  nChanged 310
		SP:Iteration 21Q (60470.770000 sec): 3 clusters
  Score: Raw -4377498.281036 + Penalty 11890.684962 = -4365607.596074
  nChanged 331
		SP:Iteration 22Q (60470.890000 sec): 3 clusters
  Score: Raw -4377648.930076 + Penalty 11890.684962 = -4365758.245114
  nChanged 357
		SP:Iteration 23Q (60471.010000 sec): 3 clusters
  Score: Raw -4377791.716632 + Penalty 11890.684962 = -4365901.031670
  nChanged 327
		SP:Iteration 24Q (60471.130000 sec): 3 clusters
  Score: Raw -4377922.722385 + Penalty 11890.684962 = -4366032.037423
  nChanged 321
		SP:Iteration 25Q (60471.250000 sec): 3 clusters
  Score: Raw -4378051.998561 + Penalty 11890.684962 = -4366161.313600
  nChanged 326
		SP:Iteration 26Q (60471.370000 sec): 3 clusters
  Score: Raw -4378196.422962 + Penalty 11890.684962 = -4366305.738000
  nChanged 317
		SP:Iteration 27Q (60471.490000 sec): 3 clusters
  Score: Raw -4378332.703959 + Penalty 11890.684962 = -4366442.018997
  nChanged 326
		SP:Iteration 28Q (60471.610000 sec): 3 clusters
  Score: Raw -4378473.973340 + Penalty 11890.684962 = -4366583.288378
  nChanged 335
		SP:Iteration 29Q (60471.720000 sec): 3 clusters
  Score: Raw -4378629.412661 + Penalty 11890.684962 = -4366738.727699
  nChanged 339
		SP:Iteration 30Q (60471.840000 sec): 3 clusters
  Score: Raw -4378794.722676 + Penalty 11890.684962 = -4366904.037714
  nChanged 354
		SP:Iteration 31Q (60471.960000 sec): 3 clusters
  Score: Raw -4378972.775855 + Penalty 11890.684962 = -4367082.090893
  nChanged 350
		SP:Iteration 32Q (60472.080000 sec): 3 clusters
  Score: Raw -4379159.028859 + Penalty 11890.684962 = -4367268.343897
  nChanged 327
		SP:Iteration 33Q (60472.200000 sec): 3 clusters
  Score: Raw -4379348.614115 + Penalty 11890.684962 = -4367457.929153
  nChanged 353
		SP:Iteration 34Q (60472.310000 sec): 3 clusters
  Score: Raw -4379564.499677 + Penalty 11890.684962 = -4367673.814715
  nChanged 339
		SP:Iteration 35Q (60472.430000 sec): 3 clusters
  Score: Raw -4379803.666217 + Penalty 11890.684962 = -4367912.981255
  nChanged 331
		SP:Iteration 36Q (60472.540000 sec): 3 clusters
  Score: Raw -4380059.471792 + Penalty 11890.684962 = -4368168.786830
  nChanged 320
		SP:Iteration 37Q (60472.660000 sec): 3 clusters
  Score: Raw -4380337.174396 + Penalty 11890.684962 = -4368446.489434
  nChanged 276
		SP:Iteration 38Q (60472.780000 sec): 3 clusters
  Score: Raw -4380598.763403 + Penalty 11890.684962 = -4368708.078441
  nChanged 257
		SP:Iteration 39Q (60472.890000 sec): 3 clusters
  Score: Raw -4380837.027413 + Penalty 11890.684962 = -4368946.342451
  nChanged 223
		SP:Iteration 40F (60473.010000 sec): 3 clusters
  Score: Raw -4381029.332086 + Penalty 11890.684962 = -4369138.647124
  nChanged 147
		SP:Iteration 41Q (60473.110000 sec): 3 clusters
  Score: Raw -4381161.335214 + Penalty 11890.684962 = -4369270.650252
  nChanged 115
		SP:Iteration 42Q (60473.210000 sec): 3 clusters
  Score: Raw -4381261.756522 + Penalty 11890.684962 = -4369371.071560
  nChanged 101
		SP:Iteration 43Q (60473.310000 sec): 3 clusters
  Score: Raw -4381335.628969 + Penalty 11890.684962 = -4369444.944007
  nChanged 78
		SP:Iteration 44Q (60473.410000 sec): 3 clusters
  Score: Raw -4381399.302976 + Penalty 11890.684962 = -4369508.618014
  nChanged 77
		SP:Iteration 45Q (60473.500000 sec): 3 clusters
  Score: Raw -4381446.940284 + Penalty 11890.684962 = -4369556.255322
  nChanged 47
		SP:Iteration 46Q (60473.600000 sec): 3 clusters
  Score: Raw -4381475.782662 + Penalty 11890.684962 = -4369585.097700
  nChanged 33
		SP:Iteration 47Q (60473.690000 sec): 3 clusters
  Score: Raw -4381494.736549 + Penalty 11890.684962 = -4369604.051587
  nChanged 25
		SP:Iteration 48Q (60473.780000 sec): 3 clusters
  Score: Raw -4381505.043795 + Penalty 11890.684962 = -4369614.358833
  nChanged 11
		SP:Iteration 49Q (60473.870000 sec): 3 clusters
  Score: Raw -4381509.185762 + Penalty 11890.684962 = -4369618.500800
  nChanged 8
		SP:Iteration 50Q (60473.970000 sec): 3 clusters
  Score: Raw -4381511.786406 + Penalty 11890.684962 = -4369621.101444
  nChanged 0
		SP:Iteration 51F (60474.090000 sec): 3 clusters
  Score: Raw -4381511.786406 + Penalty 11890.684962 = -4369621.101444
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60474.670000 sec): 2 clusters
  Score: Raw -23515537.130398 + Penalty 6974.773262 = -23508562.357136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60475.310000 sec): 3 clusters
  Score: Raw -23461918.484081 + Penalty 13949.546524 = -23447968.937557
  nChanged 40245
		SP:Iteration 1F (60475.950000 sec): 3 clusters
  Score: Raw -23483914.258352 + Penalty 13949.546524 = -23469964.711828
  nChanged 3843
		SP:Iteration 2Q (60476.610000 sec): 3 clusters
  Score: Raw -23484989.698874 + Penalty 13949.546524 = -23471040.152350
  nChanged 3400
		SP:Iteration 3Q (60477.250000 sec): 3 clusters
  Score: Raw -23485917.639075 + Penalty 13949.546524 = -23471968.092551
  nChanged 2981
		SP:Iteration 4Q (60477.930000 sec): 3 clusters
  Score: Raw -23486736.254478 + Penalty 13949.546524 = -23472786.707954
  nChanged 2843
		SP:Iteration 5Q (60478.600000 sec): 3 clusters
  Score: Raw -23487537.961864 + Penalty 13949.546524 = -23473588.415340
  nChanged 2833
		SP:Iteration 6Q (60479.280000 sec): 3 clusters
  Score: Raw -23488408.210321 + Penalty 13949.546524 = -23474458.663797
  nChanged 2909
		SP:Iteration 7Q (60479.950000 sec): 3 clusters
  Score: Raw -23489390.774442 + Penalty 13949.546524 = -23475441.227918
  nChanged 2986
		SP:Iteration 8Q (60480.610000 sec): 3 clusters
  Score: Raw -23490432.724379 + Penalty 13949.546524 = -23476483.177855
  nChanged 3154
		SP:Iteration 9Q (60481.280000 sec): 3 clusters
  Score: Raw -23491627.880201 + Penalty 13949.546524 = -23477678.333677
  nChanged 3346
		SP:Iteration 10Q (60481.940000 sec): 3 clusters
  Score: Raw -23492925.445798 + Penalty 13949.546524 = -23478975.899275
  nChanged 3340
		SP:Iteration 11Q (60482.620000 sec): 3 clusters
  Score: Raw -23494290.167566 + Penalty 13949.546524 = -23480340.621042
  nChanged 3507
		SP:Iteration 12Q (60483.290000 sec): 3 clusters
  Score: Raw -23495791.201719 + Penalty 13949.546524 = -23481841.655195
  nChanged 3623
		SP:Iteration 13Q (60483.960000 sec): 3 clusters
  Score: Raw -23497420.572544 + Penalty 13949.546524 = -23483471.026020
  nChanged 3625
		SP:Iteration 14Q (60484.630000 sec): 3 clusters
  Score: Raw -23499179.742155 + Penalty 13949.546524 = -23485230.195631
  nChanged 3621
		SP:Iteration 15Q (60485.300000 sec): 3 clusters
  Score: Raw -23501143.007327 + Penalty 13949.546524 = -23487193.460803
  nChanged 3618
		SP:Iteration 16Q (60485.970000 sec): 3 clusters
  Score: Raw -23503382.890865 + Penalty 13949.546524 = -23489433.344341
  nChanged 3748
		SP:Iteration 17Q (60486.630000 sec): 3 clusters
  Score: Raw -23506046.638649 + Penalty 13949.546524 = -23492097.092125
  nChanged 3692
		SP:Iteration 18Q (60487.290000 sec): 3 clusters
  Score: Raw -23508839.630632 + Penalty 13949.546524 = -23494890.084108
  nChanged 3403
		SP:Iteration 19Q (60487.920000 sec): 3 clusters
  Score: Raw -23511275.780022 + Penalty 13949.546524 = -23497326.233498
  nChanged 2715
		SP:Iteration 20F (60488.570000 sec): 3 clusters
  Score: Raw -23512880.445978 + Penalty 13949.546524 = -23498930.899454
  nChanged 2047
		SP:Iteration 21Q (60489.170000 sec): 3 clusters
  Score: Raw -23513839.892171 + Penalty 13949.546524 = -23499890.345647
  nChanged 1450
		SP:Iteration 22Q (60489.760000 sec): 3 clusters
  Score: Raw -23514404.898930 + Penalty 13949.546524 = -23500455.352406
  nChanged 1088
		SP:Iteration 23Q (60490.350000 sec): 3 clusters
  Score: Raw -23514734.190258 + Penalty 13949.546524 = -23500784.643734
  nChanged 811
		SP:Iteration 24Q (60490.940000 sec): 3 clusters
  Score: Raw -23514941.813748 + Penalty 13949.546524 = -23500992.267224
  nChanged 640
		SP:Iteration 25Q (60491.520000 sec): 3 clusters
  Score: Raw -23515068.950950 + Penalty 13949.546524 = -23501119.404426
  nChanged 486
		SP:Iteration 26Q (60492.100000 sec): 3 clusters
  Score: Raw -23515149.176904 + Penalty 13949.546524 = -23501199.630381
  nChanged 367
		SP:Iteration 27Q (60492.680000 sec): 3 clusters
  Score: Raw -23515200.503943 + Penalty 13949.546524 = -23501250.957419
  nChanged 296
		SP:Iteration 28Q (60493.260000 sec): 3 clusters
  Score: Raw -23515235.143057 + Penalty 13949.546524 = -23501285.596534
  nChanged 234
		SP:Iteration 29Q (60493.850000 sec): 3 clusters
  Score: Raw -23515263.670248 + Penalty 13949.546524 = -23501314.123724
  nChanged 194
		SP:Iteration 30Q (60494.430000 sec): 3 clusters
  Score: Raw -23515283.038233 + Penalty 13949.546524 = -23501333.491709
  nChanged 160
		SP:Iteration 31Q (60495.010000 sec): 3 clusters
  Score: Raw -23515296.993934 + Penalty 13949.546524 = -23501347.447410
  nChanged 121
		SP:Iteration 32Q (60495.590000 sec): 3 clusters
  Score: Raw -23515306.189554 + Penalty 13949.546524 = -23501356.643030
  nChanged 100
		SP:Iteration 33Q (60496.180000 sec): 3 clusters
  Score: Raw -23515313.337458 + Penalty 13949.546524 = -23501363.790935
  nChanged 86
		SP:Iteration 34Q (60496.750000 sec): 3 clusters
  Score: Raw -23515319.233351 + Penalty 13949.546524 = -23501369.686827
  nChanged 81
		SP:Iteration 35Q (60497.330000 sec): 3 clusters
  Score: Raw -23515324.876736 + Penalty 13949.546524 = -23501375.330212
  nChanged 80
		SP:Iteration 36Q (60497.910000 sec): 3 clusters
  Score: Raw -23515330.139492 + Penalty 13949.546524 = -23501380.592968
  nChanged 67
		SP:Iteration 37Q (60498.490000 sec): 3 clusters
  Score: Raw -23515334.385704 + Penalty 13949.546524 = -23501384.839180
  nChanged 54
		SP:Iteration 38Q (60499.070000 sec): 3 clusters
  Score: Raw -23515337.555365 + Penalty 13949.546524 = -23501388.008841
  nChanged 47
		SP:Iteration 39Q (60499.640000 sec): 3 clusters
  Score: Raw -23515340.038536 + Penalty 13949.546524 = -23501390.492012
  nChanged 44
		SP:Iteration 40F (60500.320000 sec): 3 clusters
  Score: Raw -23515342.469901 + Penalty 13949.546524 = -23501392.923377
  nChanged 41
		SP:Iteration 41Q (60500.930000 sec): 3 clusters
  Score: Raw -23515344.699079 + Penalty 13949.546524 = -23501395.152555
  nChanged 33
		SP:Iteration 42Q (60501.540000 sec): 3 clusters
  Score: Raw -23515346.165354 + Penalty 13949.546524 = -23501396.618831
  nChanged 30
		SP:Iteration 43Q (60502.140000 sec): 3 clusters
  Score: Raw -23515347.767253 + Penalty 13949.546524 = -23501398.220730
  nChanged 31
		SP:Iteration 44Q (60502.750000 sec): 3 clusters
  Score: Raw -23515349.454381 + Penalty 13949.546524 = -23501399.907857
  nChanged 31
		SP:Iteration 45Q (60503.360000 sec): 3 clusters
  Score: Raw -23515350.945833 + Penalty 13949.546524 = -23501401.399309
  nChanged 27
		SP:Iteration 46Q (60503.960000 sec): 3 clusters
  Score: Raw -23515352.040916 + Penalty 13949.546524 = -23501402.494392
  nChanged 31
		SP:Iteration 47Q (60504.570000 sec): 3 clusters
  Score: Raw -23515353.472625 + Penalty 13949.546524 = -23501403.926101
  nChanged 34
		SP:Iteration 48Q (60505.180000 sec): 3 clusters
  Score: Raw -23515355.039614 + Penalty 13949.546524 = -23501405.493090
  nChanged 30
		SP:Iteration 49Q (60505.780000 sec): 3 clusters
  Score: Raw -23515356.432060 + Penalty 13949.546524 = -23501406.885536
  nChanged 22
		SP:Iteration 50Q (60506.380000 sec): 3 clusters
  Score: Raw -23515357.341918 + Penalty 13949.546524 = -23501407.795394
  nChanged 13
		SP:Iteration 51Q (60506.990000 sec): 3 clusters
  Score: Raw -23515358.117563 + Penalty 13949.546524 = -23501408.571039
  nChanged 21
		SP:Iteration 52Q (60507.600000 sec): 3 clusters
  Score: Raw -23515359.087306 + Penalty 13949.546524 = -23501409.540782
  nChanged 14
		SP:Iteration 53Q (60508.200000 sec): 3 clusters
  Score: Raw -23515359.830964 + Penalty 13949.546524 = -23501410.284440
  nChanged 13
		SP:Iteration 54Q (60508.800000 sec): 3 clusters
  Score: Raw -23515360.300285 + Penalty 13949.546524 = -23501410.753761
  nChanged 10
		SP:Iteration 55Q (60509.410000 sec): 3 clusters
  Score: Raw -23515360.814000 + Penalty 13949.546524 = -23501411.267476
  nChanged 15
		SP:Iteration 56Q (60510.010000 sec): 3 clusters
  Score: Raw -23515361.418325 + Penalty 13949.546524 = -23501411.871801
  nChanged 12
		SP:Iteration 57Q (60510.620000 sec): 3 clusters
  Score: Raw -23515361.888801 + Penalty 13949.546524 = -23501412.342277
  nChanged 13
		SP:Iteration 58Q (60511.230000 sec): 3 clusters
  Score: Raw -23515362.470078 + Penalty 13949.546524 = -23501412.923554
  nChanged 10
		SP:Iteration 59Q (60511.830000 sec): 3 clusters
  Score: Raw -23515362.831851 + Penalty 13949.546524 = -23501413.285327
  nChanged 9
		SP:Iteration 60F (60512.510000 sec): 3 clusters
  Score: Raw -23515363.186175 + Penalty 13949.546524 = -23501413.639651
  nChanged 9
		SP:Iteration 61Q (60513.120000 sec): 3 clusters
  Score: Raw -23515363.570785 + Penalty 13949.546524 = -23501414.024261
  nChanged 5
		SP:Iteration 62Q (60513.720000 sec): 3 clusters
  Score: Raw -23515363.817086 + Penalty 13949.546524 = -23501414.270562
  nChanged 8
		SP:Iteration 63Q (60514.330000 sec): 3 clusters
  Score: Raw -23515364.134017 + Penalty 13949.546524 = -23501414.587493
  nChanged 5
		SP:Iteration 64Q (60514.940000 sec): 3 clusters
  Score: Raw -23515364.329332 + Penalty 13949.546524 = -23501414.782808
  nChanged 4
		SP:Iteration 65Q (60515.550000 sec): 3 clusters
  Score: Raw -23515364.530402 + Penalty 13949.546524 = -23501414.983878
  nChanged 4
		SP:Iteration 66Q (60516.160000 sec): 3 clusters
  Score: Raw -23515364.656277 + Penalty 13949.546524 = -23501415.109753
  nChanged 5
		SP:Iteration 67Q (60516.760000 sec): 3 clusters
  Score: Raw -23515364.820788 + Penalty 13949.546524 = -23501415.274264
  nChanged 3
		SP:Iteration 68Q (60517.370000 sec): 3 clusters
  Score: Raw -23515364.896891 + Penalty 13949.546524 = -23501415.350367
  nChanged 1
		SP:Iteration 69Q (60517.980000 sec): 3 clusters
  Score: Raw -23515364.943102 + Penalty 13949.546524 = -23501415.396578
  nChanged 3
		SP:Iteration 70Q (60518.580000 sec): 3 clusters
  Score: Raw -23515365.019272 + Penalty 13949.546524 = -23501415.472748
  nChanged 2
		SP:Iteration 71Q (60519.190000 sec): 3 clusters
  Score: Raw -23515365.068814 + Penalty 13949.546524 = -23501415.522290
  nChanged 0
		SP:Iteration 72F (60519.860000 sec): 3 clusters
  Score: Raw -23515365.068814 + Penalty 13949.546524 = -23501415.522290
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (15333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60520.020000 sec): 2 clusters
  Score: Raw -3910952.744880 + Penalty 5903.129622 = -3905049.615258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60520.140000 sec): 3 clusters
  Score: Raw -3903405.880640 + Penalty 11806.259243 = -3891599.621397
  nChanged 6059
		SP:Iteration 1F (60520.250000 sec): 3 clusters
  Score: Raw -3906830.106941 + Penalty 11806.259243 = -3895023.847698
  nChanged 1205
		SP:Iteration 2F (60520.370000 sec): 3 clusters
  Score: Raw -3907739.413712 + Penalty 11806.259243 = -3895933.154469
  nChanged 995
		SP:Iteration 3F (60520.490000 sec): 3 clusters
  Score: Raw -3908617.637537 + Penalty 11806.259243 = -3896811.378294
  nChanged 1002
		SP:Iteration 4F (60520.600000 sec): 3 clusters
  Score: Raw -3909608.340555 + Penalty 11806.259243 = -3897802.081312
  nChanged 952
		SP:Iteration 5F (60520.720000 sec): 3 clusters
  Score: Raw -3910540.594244 + Penalty 11806.259243 = -3898734.335001
  nChanged 889
		SP:Iteration 6F (60520.830000 sec): 3 clusters
  Score: Raw -3911403.706184 + Penalty 11806.259243 = -3899597.446941
  nChanged 778
		SP:Iteration 7F (60520.950000 sec): 3 clusters
  Score: Raw -3912097.362543 + Penalty 11806.259243 = -3900291.103300
  nChanged 655
		SP:Iteration 8Q (60521.060000 sec): 3 clusters
  Score: Raw -3912646.606381 + Penalty 11806.259243 = -3900840.347138
  nChanged 504
		SP:Iteration 9Q (60521.170000 sec): 3 clusters
  Score: Raw -3913028.761171 + Penalty 11806.259243 = -3901222.501928
  nChanged 441
		SP:Iteration 10Q (60521.280000 sec): 3 clusters
  Score: Raw -3913325.002913 + Penalty 11806.259243 = -3901518.743670
  nChanged 340
		SP:Iteration 11Q (60521.390000 sec): 3 clusters
  Score: Raw -3913526.324908 + Penalty 11806.259243 = -3901720.065665
  nChanged 241
		SP:Iteration 12Q (60521.500000 sec): 3 clusters
  Score: Raw -3913663.236899 + Penalty 11806.259243 = -3901856.977656
  nChanged 208
		SP:Iteration 13Q (60521.610000 sec): 3 clusters
  Score: Raw -3913769.509333 + Penalty 11806.259243 = -3901963.250090
  nChanged 166
		SP:Iteration 14Q (60521.710000 sec): 3 clusters
  Score: Raw -3913848.751234 + Penalty 11806.259243 = -3902042.491991
  nChanged 136
		SP:Iteration 15Q (60521.820000 sec): 3 clusters
  Score: Raw -3913905.010161 + Penalty 11806.259243 = -3902098.750918
  nChanged 101
		SP:Iteration 16Q (60521.930000 sec): 3 clusters
  Score: Raw -3913940.328675 + Penalty 11806.259243 = -3902134.069432
  nChanged 82
		SP:Iteration 17Q (60522.030000 sec): 3 clusters
  Score: Raw -3913969.395769 + Penalty 11806.259243 = -3902163.136526
  nChanged 66
		SP:Iteration 18Q (60522.140000 sec): 3 clusters
  Score: Raw -3913988.178022 + Penalty 11806.259243 = -3902181.918779
  nChanged 43
		SP:Iteration 19Q (60522.240000 sec): 3 clusters
  Score: Raw -3914001.006891 + Penalty 11806.259243 = -3902194.747648
  nChanged 31
		SP:Iteration 20F (60522.360000 sec): 3 clusters
  Score: Raw -3914008.741672 + Penalty 11806.259243 = -3902202.482429
  nChanged 26
		SP:Iteration 21Q (60522.470000 sec): 3 clusters
  Score: Raw -3914015.438026 + Penalty 11806.259243 = -3902209.178783
  nChanged 21
		SP:Iteration 22Q (60522.570000 sec): 3 clusters
  Score: Raw -3914020.645149 + Penalty 11806.259243 = -3902214.385906
  nChanged 17
		SP:Iteration 23Q (60522.680000 sec): 3 clusters
  Score: Raw -3914024.495232 + Penalty 11806.259243 = -3902218.235989
  nChanged 6
		SP:Iteration 24Q (60522.780000 sec): 3 clusters
  Score: Raw -3914025.896818 + Penalty 11806.259243 = -3902219.637575
  nChanged 2
		SP:Iteration 25Q (60522.890000 sec): 3 clusters
  Score: Raw -3914026.239313 + Penalty 11806.259243 = -3902219.980070
  nChanged 2
		SP:Iteration 26Q (60522.990000 sec): 3 clusters
  Score: Raw -3914026.960793 + Penalty 11806.259243 = -3902220.701549
  nChanged 2
		SP:Iteration 27Q (60523.100000 sec): 3 clusters
  Score: Raw -3914027.256137 + Penalty 11806.259243 = -3902220.996894
  nChanged 0
		SP:Iteration 28F (60523.220000 sec): 3 clusters
  Score: Raw -3914027.256137 + Penalty 11806.259243 = -3902220.996894
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60523.230000 sec): 2 clusters
  Score: Raw -46799.861961 + Penalty 3398.809102 = -43401.052859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60523.230000 sec): 3 clusters
  Score: Raw -47732.547053 + Penalty 6797.618204 = -40934.928849
  nChanged 20
		SP:Iteration 1F (60523.240000 sec): 3 clusters
  Score: Raw -47855.294900 + Penalty 6797.618204 = -41057.676696
  nChanged 2
		SP:Iteration 2Q (60523.240000 sec): 3 clusters
  Score: Raw -47860.381581 + Penalty 6797.618204 = -41062.763377
  nChanged 1
		SP:Iteration 3Q (60523.240000 sec): 3 clusters
  Score: Raw -47864.837220 + Penalty 6797.618204 = -41067.219016
  nChanged 0
		SP:Iteration 4F (60523.250000 sec): 3 clusters
  Score: Raw -47864.837220 + Penalty 6797.618204 = -41067.219016
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60523.450000 sec): 2 clusters
  Score: Raw -7349379.011560 + Penalty 6264.270867 = -7343114.740693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60523.660000 sec): 3 clusters
  Score: Raw -7334250.782502 + Penalty 12528.541734 = -7321722.240769
  nChanged 11576
		SP:Iteration 1F (60523.870000 sec): 3 clusters
  Score: Raw -7340316.732964 + Penalty 12528.541734 = -7327788.191230
  nChanged 1692
		SP:Iteration 2F (60524.080000 sec): 3 clusters
  Score: Raw -7341057.751747 + Penalty 12528.541734 = -7328529.210014
  nChanged 1358
		SP:Iteration 3Q (60524.290000 sec): 3 clusters
  Score: Raw -7341611.272336 + Penalty 12528.541734 = -7329082.730602
  nChanged 1086
		SP:Iteration 4Q (60524.500000 sec): 3 clusters
  Score: Raw -7342047.877346 + Penalty 12528.541734 = -7329519.335613
  nChanged 998
		SP:Iteration 5Q (60524.710000 sec): 3 clusters
  Score: Raw -7342438.098677 + Penalty 12528.541734 = -7329909.556943
  nChanged 923
		SP:Iteration 6Q (60524.930000 sec): 3 clusters
  Score: Raw -7342829.494614 + Penalty 12528.541734 = -7330300.952880
  nChanged 903
		SP:Iteration 7Q (60525.140000 sec): 3 clusters
  Score: Raw -7343280.829416 + Penalty 12528.541734 = -7330752.287682
  nChanged 947
		SP:Iteration 8Q (60525.350000 sec): 3 clusters
  Score: Raw -7343809.839337 + Penalty 12528.541734 = -7331281.297603
  nChanged 1031
		SP:Iteration 9Q (60525.560000 sec): 3 clusters
  Score: Raw -7344381.039012 + Penalty 12528.541734 = -7331852.497278
  nChanged 1027
		SP:Iteration 10Q (60525.770000 sec): 3 clusters
  Score: Raw -7344930.831058 + Penalty 12528.541734 = -7332402.289325
  nChanged 1022
		SP:Iteration 11Q (60525.980000 sec): 3 clusters
  Score: Raw -7345480.515561 + Penalty 12528.541734 = -7332951.973827
  nChanged 997
		SP:Iteration 12Q (60526.190000 sec): 3 clusters
  Score: Raw -7345969.670556 + Penalty 12528.541734 = -7333441.128823
  nChanged 942
		SP:Iteration 13Q (60526.400000 sec): 3 clusters
  Score: Raw -7346449.402704 + Penalty 12528.541734 = -7333920.860971
  nChanged 858
		SP:Iteration 14Q (60526.610000 sec): 3 clusters
  Score: Raw -7346891.288803 + Penalty 12528.541734 = -7334362.747070
  nChanged 838
		SP:Iteration 15Q (60526.810000 sec): 3 clusters
  Score: Raw -7347307.968550 + Penalty 12528.541734 = -7334779.426816
  nChanged 793
		SP:Iteration 16Q (60527.020000 sec): 3 clusters
  Score: Raw -7347715.369198 + Penalty 12528.541734 = -7335186.827465
  nChanged 725
		SP:Iteration 17Q (60527.230000 sec): 3 clusters
  Score: Raw -7348045.360949 + Penalty 12528.541734 = -7335516.819216
  nChanged 586
		SP:Iteration 18Q (60527.430000 sec): 3 clusters
  Score: Raw -7348316.859877 + Penalty 12528.541734 = -7335788.318143
  nChanged 544
		SP:Iteration 19Q (60527.630000 sec): 3 clusters
  Score: Raw -7348574.570798 + Penalty 12528.541734 = -7336046.029064
  nChanged 519
		SP:Iteration 20F (60527.840000 sec): 3 clusters
  Score: Raw -7348831.144092 + Penalty 12528.541734 = -7336302.602359
  nChanged 485
		SP:Iteration 21Q (60528.040000 sec): 3 clusters
  Score: Raw -7349064.400535 + Penalty 12528.541734 = -7336535.858802
  nChanged 462
		SP:Iteration 22Q (60528.230000 sec): 3 clusters
  Score: Raw -7349288.609538 + Penalty 12528.541734 = -7336760.067804
  nChanged 429
		SP:Iteration 23Q (60528.430000 sec): 3 clusters
  Score: Raw -7349503.963961 + Penalty 12528.541734 = -7336975.422228
  nChanged 380
		SP:Iteration 24Q (60528.630000 sec): 3 clusters
  Score: Raw -7349698.581503 + Penalty 12528.541734 = -7337170.039770
  nChanged 357
		SP:Iteration 25Q (60528.820000 sec): 3 clusters
  Score: Raw -7349889.957769 + Penalty 12528.541734 = -7337361.416036
  nChanged 345
		SP:Iteration 26Q (60529.010000 sec): 3 clusters
  Score: Raw -7350085.476888 + Penalty 12528.541734 = -7337556.935155
  nChanged 295
		SP:Iteration 27Q (60529.190000 sec): 3 clusters
  Score: Raw -7350264.171608 + Penalty 12528.541734 = -7337735.629874
  nChanged 291
		SP:Iteration 28Q (60529.380000 sec): 3 clusters
  Score: Raw -7350429.859285 + Penalty 12528.541734 = -7337901.317551
  nChanged 278
		SP:Iteration 29Q (60529.560000 sec): 3 clusters
  Score: Raw -7350568.067912 + Penalty 12528.541734 = -7338039.526179
  nChanged 231
		SP:Iteration 30Q (60529.740000 sec): 3 clusters
  Score: Raw -7350675.680535 + Penalty 12528.541734 = -7338147.138801
  nChanged 216
		SP:Iteration 31Q (60529.910000 sec): 3 clusters
  Score: Raw -7350763.605617 + Penalty 12528.541734 = -7338235.063884
  nChanged 156
		SP:Iteration 32Q (60530.090000 sec): 3 clusters
  Score: Raw -7350825.489995 + Penalty 12528.541734 = -7338296.948262
  nChanged 130
		SP:Iteration 33Q (60530.270000 sec): 3 clusters
  Score: Raw -7350879.217329 + Penalty 12528.541734 = -7338350.675595
  nChanged 124
		SP:Iteration 34Q (60530.440000 sec): 3 clusters
  Score: Raw -7350925.368987 + Penalty 12528.541734 = -7338396.827254
  nChanged 92
		SP:Iteration 35Q (60530.610000 sec): 3 clusters
  Score: Raw -7350955.661894 + Penalty 12528.541734 = -7338427.120160
  nChanged 60
		SP:Iteration 36Q (60530.780000 sec): 3 clusters
  Score: Raw -7350974.677427 + Penalty 12528.541734 = -7338446.135693
  nChanged 52
		SP:Iteration 37Q (60530.950000 sec): 3 clusters
  Score: Raw -7350990.476712 + Penalty 12528.541734 = -7338461.934979
  nChanged 43
		SP:Iteration 38Q (60531.130000 sec): 3 clusters
  Score: Raw -7351002.143747 + Penalty 12528.541734 = -7338473.602013
  nChanged 30
		SP:Iteration 39Q (60531.300000 sec): 3 clusters
  Score: Raw -7351008.717400 + Penalty 12528.541734 = -7338480.175666
  nChanged 16
		SP:Iteration 40F (60531.510000 sec): 3 clusters
  Score: Raw -7351012.585048 + Penalty 12528.541734 = -7338484.043314
  nChanged 15
		SP:Iteration 41Q (60531.680000 sec): 3 clusters
  Score: Raw -7351015.722134 + Penalty 12528.541734 = -7338487.180401
  nChanged 15
		SP:Iteration 42Q (60531.850000 sec): 3 clusters
  Score: Raw -7351019.261338 + Penalty 12528.541734 = -7338490.719604
  nChanged 11
		SP:Iteration 43Q (60532.010000 sec): 3 clusters
  Score: Raw -7351022.175969 + Penalty 12528.541734 = -7338493.634236
  nChanged 12
		SP:Iteration 44Q (60532.190000 sec): 3 clusters
  Score: Raw -7351024.708746 + Penalty 12528.541734 = -7338496.167013
  nChanged 11
		SP:Iteration 45Q (60532.350000 sec): 3 clusters
  Score: Raw -7351027.644939 + Penalty 12528.541734 = -7338499.103205
  nChanged 13
		SP:Iteration 46Q (60532.530000 sec): 3 clusters
  Score: Raw -7351030.989734 + Penalty 12528.541734 = -7338502.448001
  nChanged 5
		SP:Iteration 47Q (60532.690000 sec): 3 clusters
  Score: Raw -7351032.300054 + Penalty 12528.541734 = -7338503.758320
  nChanged 5
		SP:Iteration 48Q (60532.860000 sec): 3 clusters
  Score: Raw -7351033.408901 + Penalty 12528.541734 = -7338504.867168
  nChanged 3
		SP:Iteration 49Q (60533.030000 sec): 3 clusters
  Score: Raw -7351034.051773 + Penalty 12528.541734 = -7338505.510040
  nChanged 1
		SP:Iteration 50Q (60533.200000 sec): 3 clusters
  Score: Raw -7351034.165506 + Penalty 12528.541734 = -7338505.623772
  nChanged 0
		SP:Iteration 51F (60533.410000 sec): 3 clusters
  Score: Raw -7351034.165506 + Penalty 12528.541734 = -7338505.623772
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60533.430000 sec): 2 clusters
  Score: Raw -115408.295909 + Penalty 3786.527005 = -111621.768904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60533.440000 sec): 3 clusters
  Score: Raw -115956.401489 + Penalty 7573.054011 = -108383.347478
  nChanged 53
		SP:Iteration 1F (60533.440000 sec): 3 clusters
  Score: Raw -116220.885668 + Penalty 7573.054011 = -108647.831657
  nChanged 9
		SP:Iteration 2Q (60533.450000 sec): 3 clusters
  Score: Raw -116255.726517 + Penalty 7573.054011 = -108682.672507
  nChanged 4
		SP:Iteration 3Q (60533.450000 sec): 3 clusters
  Score: Raw -116293.277649 + Penalty 7573.054011 = -108720.223639
  nChanged 4
		SP:Iteration 4Q (60533.450000 sec): 3 clusters
  Score: Raw -116316.585112 + Penalty 7573.054011 = -108743.531102
  nChanged 3
		SP:Iteration 5Q (60533.450000 sec): 3 clusters
  Score: Raw -116345.975344 + Penalty 7573.054011 = -108772.921333
  nChanged 0
		SP:Iteration 6F (60533.460000 sec): 3 clusters
  Score: Raw -116345.975344 + Penalty 7573.054011 = -108772.921333
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60533.550000 sec): 2 clusters
  Score: Raw -3555555.009979 + Penalty 5826.552410 = -3549728.457569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60533.660000 sec): 3 clusters
  Score: Raw -3549032.866293 + Penalty 11653.104820 = -3537379.761474
  nChanged 5217
		SP:Iteration 1F (60533.760000 sec): 3 clusters
  Score: Raw -3551861.591761 + Penalty 11653.104820 = -3540208.486941
  nChanged 969
		SP:Iteration 2F (60533.860000 sec): 3 clusters
  Score: Raw -3552384.581781 + Penalty 11653.104820 = -3540731.476962
  nChanged 670
		SP:Iteration 3Q (60533.960000 sec): 3 clusters
  Score: Raw -3552752.421374 + Penalty 11653.104820 = -3541099.316554
  nChanged 518
		SP:Iteration 4Q (60534.060000 sec): 3 clusters
  Score: Raw -3553017.166760 + Penalty 11653.104820 = -3541364.061940
  nChanged 447
		SP:Iteration 5Q (60534.160000 sec): 3 clusters
  Score: Raw -3553274.468557 + Penalty 11653.104820 = -3541621.363738
  nChanged 458
		SP:Iteration 6Q (60534.270000 sec): 3 clusters
  Score: Raw -3553563.640525 + Penalty 11653.104820 = -3541910.535706
  nChanged 499
		SP:Iteration 7Q (60534.370000 sec): 3 clusters
  Score: Raw -3553929.606897 + Penalty 11653.104820 = -3542276.502077
  nChanged 547
		SP:Iteration 8Q (60534.480000 sec): 3 clusters
  Score: Raw -3554379.327368 + Penalty 11653.104820 = -3542726.222548
  nChanged 606
		SP:Iteration 9Q (60534.580000 sec): 3 clusters
  Score: Raw -3554922.617781 + Penalty 11653.104820 = -3543269.512962
  nChanged 691
		SP:Iteration 10F (60534.680000 sec): 3 clusters
  Score: Raw -3555538.094579 + Penalty 11653.104820 = -3543884.989759
  nChanged 635
		SP:Iteration 11Q (60534.780000 sec): 3 clusters
  Score: Raw -3556045.900489 + Penalty 11653.104820 = -3544392.795670
  nChanged 557
		SP:Iteration 12Q (60534.880000 sec): 3 clusters
  Score: Raw -3556460.345987 + Penalty 11653.104820 = -3544807.241167
  nChanged 481
		SP:Iteration 13Q (60534.980000 sec): 3 clusters
  Score: Raw -3556788.713039 + Penalty 11653.104820 = -3545135.608220
  nChanged 390
		SP:Iteration 14Q (60535.080000 sec): 3 clusters
  Score: Raw -3557079.390624 + Penalty 11653.104820 = -3545426.285804
  nChanged 375
		SP:Iteration 15Q (60535.180000 sec): 3 clusters
  Score: Raw -3557366.054489 + Penalty 11653.104820 = -3545712.949670
  nChanged 325
		SP:Iteration 16Q (60535.270000 sec): 3 clusters
  Score: Raw -3557570.162716 + Penalty 11653.104820 = -3545917.057896
  nChanged 254
		SP:Iteration 17Q (60535.370000 sec): 3 clusters
  Score: Raw -3557690.466120 + Penalty 11653.104820 = -3546037.361300
  nChanged 197
		SP:Iteration 18Q (60535.470000 sec): 3 clusters
  Score: Raw -3557771.946647 + Penalty 11653.104820 = -3546118.841827
  nChanged 155
		SP:Iteration 19Q (60535.570000 sec): 3 clusters
  Score: Raw -3557830.137916 + Penalty 11653.104820 = -3546177.033097
  nChanged 113
		SP:Iteration 20F (60535.670000 sec): 3 clusters
  Score: Raw -3557872.214366 + Penalty 11653.104820 = -3546219.109546
  nChanged 102
		SP:Iteration 21Q (60535.770000 sec): 3 clusters
  Score: Raw -3557910.244061 + Penalty 11653.104820 = -3546257.139242
  nChanged 99
		SP:Iteration 22Q (60535.870000 sec): 3 clusters
  Score: Raw -3557940.100026 + Penalty 11653.104820 = -3546286.995206
  nChanged 64
		SP:Iteration 23Q (60535.960000 sec): 3 clusters
  Score: Raw -3557958.495771 + Penalty 11653.104820 = -3546305.390952
  nChanged 63
		SP:Iteration 24Q (60536.060000 sec): 3 clusters
  Score: Raw -3557977.651498 + Penalty 11653.104820 = -3546324.546679
  nChanged 61
		SP:Iteration 25Q (60536.160000 sec): 3 clusters
  Score: Raw -3557995.880928 + Penalty 11653.104820 = -3546342.776108
  nChanged 61
		SP:Iteration 26Q (60536.250000 sec): 3 clusters
  Score: Raw -3558015.073334 + Penalty 11653.104820 = -3546361.968514
  nChanged 61
		SP:Iteration 27Q (60536.350000 sec): 3 clusters
  Score: Raw -3558034.034442 + Penalty 11653.104820 = -3546380.929623
  nChanged 59
		SP:Iteration 28Q (60536.450000 sec): 3 clusters
  Score: Raw -3558049.748605 + Penalty 11653.104820 = -3546396.643786
  nChanged 52
		SP:Iteration 29Q (60536.540000 sec): 3 clusters
  Score: Raw -3558064.328089 + Penalty 11653.104820 = -3546411.223269
  nChanged 54
		SP:Iteration 30Q (60536.640000 sec): 3 clusters
  Score: Raw -3558080.682066 + Penalty 11653.104820 = -3546427.577246
  nChanged 49
		SP:Iteration 31Q (60536.730000 sec): 3 clusters
  Score: Raw -3558096.341149 + Penalty 11653.104820 = -3546443.236329
  nChanged 49
		SP:Iteration 32Q (60536.830000 sec): 3 clusters
  Score: Raw -3558111.313671 + Penalty 11653.104820 = -3546458.208852
  nChanged 58
		SP:Iteration 33Q (60536.930000 sec): 3 clusters
  Score: Raw -3558126.885709 + Penalty 11653.104820 = -3546473.780890
  nChanged 39
		SP:Iteration 34Q (60537.020000 sec): 3 clusters
  Score: Raw -3558136.645824 + Penalty 11653.104820 = -3546483.541005
  nChanged 41
		SP:Iteration 35Q (60537.120000 sec): 3 clusters
  Score: Raw -3558147.063216 + Penalty 11653.104820 = -3546493.958397
  nChanged 33
		SP:Iteration 36Q (60537.210000 sec): 3 clusters
  Score: Raw -3558155.621360 + Penalty 11653.104820 = -3546502.516540
  nChanged 31
		SP:Iteration 37Q (60537.310000 sec): 3 clusters
  Score: Raw -3558162.853744 + Penalty 11653.104820 = -3546509.748924
  nChanged 22
		SP:Iteration 38Q (60537.410000 sec): 3 clusters
  Score: Raw -3558167.472503 + Penalty 11653.104820 = -3546514.367683
  nChanged 25
		SP:Iteration 39Q (60537.500000 sec): 3 clusters
  Score: Raw -3558172.903037 + Penalty 11653.104820 = -3546519.798218
  nChanged 14
		SP:Iteration 40F (60537.600000 sec): 3 clusters
  Score: Raw -3558176.042933 + Penalty 11653.104820 = -3546522.938114
  nChanged 13
		SP:Iteration 41Q (60537.700000 sec): 3 clusters
  Score: Raw -3558179.322052 + Penalty 11653.104820 = -3546526.217232
  nChanged 21
		SP:Iteration 42Q (60537.790000 sec): 3 clusters
  Score: Raw -3558185.193464 + Penalty 11653.104820 = -3546532.088645
  nChanged 24
		SP:Iteration 43Q (60537.890000 sec): 3 clusters
  Score: Raw -3558191.162076 + Penalty 11653.104820 = -3546538.057256
  nChanged 19
		SP:Iteration 44Q (60537.990000 sec): 3 clusters
  Score: Raw -3558195.931668 + Penalty 11653.104820 = -3546542.826849
  nChanged 21
		SP:Iteration 45Q (60538.080000 sec): 3 clusters
  Score: Raw -3558200.030127 + Penalty 11653.104820 = -3546546.925307
  nChanged 13
		SP:Iteration 46Q (60538.180000 sec): 3 clusters
  Score: Raw -3558203.112818 + Penalty 11653.104820 = -3546550.007999
  nChanged 14
		SP:Iteration 47Q (60538.270000 sec): 3 clusters
  Score: Raw -3558206.598264 + Penalty 11653.104820 = -3546553.493445
  nChanged 19
		SP:Iteration 48Q (60538.370000 sec): 3 clusters
  Score: Raw -3558211.633795 + Penalty 11653.104820 = -3546558.528975
  nChanged 15
		SP:Iteration 49Q (60538.460000 sec): 3 clusters
  Score: Raw -3558215.155796 + Penalty 11653.104820 = -3546562.050976
  nChanged 17
		SP:Iteration 50Q (60538.560000 sec): 3 clusters
  Score: Raw -3558219.931187 + Penalty 11653.104820 = -3546566.826368
  nChanged 16
		SP:Iteration 51Q (60538.650000 sec): 3 clusters
  Score: Raw -3558224.269585 + Penalty 11653.104820 = -3546571.164765
  nChanged 22
		SP:Iteration 52Q (60538.750000 sec): 3 clusters
  Score: Raw -3558230.452258 + Penalty 11653.104820 = -3546577.347439
  nChanged 22
		SP:Iteration 53Q (60538.840000 sec): 3 clusters
  Score: Raw -3558236.769780 + Penalty 11653.104820 = -3546583.664960
  nChanged 29
		SP:Iteration 54Q (60538.930000 sec): 3 clusters
  Score: Raw -3558244.725145 + Penalty 11653.104820 = -3546591.620326
  nChanged 22
		SP:Iteration 55Q (60539.030000 sec): 3 clusters
  Score: Raw -3558251.324391 + Penalty 11653.104820 = -3546598.219571
  nChanged 25
		SP:Iteration 56Q (60539.130000 sec): 3 clusters
  Score: Raw -3558258.069765 + Penalty 11653.104820 = -3546604.964946
  nChanged 26
		SP:Iteration 57Q (60539.220000 sec): 3 clusters
  Score: Raw -3558264.389872 + Penalty 11653.104820 = -3546611.285053
  nChanged 19
		SP:Iteration 58Q (60539.310000 sec): 3 clusters
  Score: Raw -3558268.946132 + Penalty 11653.104820 = -3546615.841313
  nChanged 17
		SP:Iteration 59Q (60539.410000 sec): 3 clusters
  Score: Raw -3558273.077200 + Penalty 11653.104820 = -3546619.972380
  nChanged 14
		SP:Iteration 60F (60539.510000 sec): 3 clusters
  Score: Raw -3558276.477515 + Penalty 11653.104820 = -3546623.372695
  nChanged 16
		SP:Iteration 61Q (60539.610000 sec): 3 clusters
  Score: Raw -3558279.988256 + Penalty 11653.104820 = -3546626.883436
  nChanged 13
		SP:Iteration 62Q (60539.700000 sec): 3 clusters
  Score: Raw -3558283.551711 + Penalty 11653.104820 = -3546630.446892
  nChanged 8
		SP:Iteration 63Q (60539.790000 sec): 3 clusters
  Score: Raw -3558285.547937 + Penalty 11653.104820 = -3546632.443117
  nChanged 9
		SP:Iteration 64Q (60539.890000 sec): 3 clusters
  Score: Raw -3558287.746596 + Penalty 11653.104820 = -3546634.641777
  nChanged 6
		SP:Iteration 65Q (60539.980000 sec): 3 clusters
  Score: Raw -3558288.894961 + Penalty 11653.104820 = -3546635.790142
  nChanged 5
		SP:Iteration 66Q (60540.080000 sec): 3 clusters
  Score: Raw -3558289.808225 + Penalty 11653.104820 = -3546636.703405
  nChanged 8
		SP:Iteration 67Q (60540.170000 sec): 3 clusters
  Score: Raw -3558291.772607 + Penalty 11653.104820 = -3546638.667788
  nChanged 11
		SP:Iteration 68Q (60540.270000 sec): 3 clusters
  Score: Raw -3558293.756829 + Penalty 11653.104820 = -3546640.652010
  nChanged 7
		SP:Iteration 69Q (60540.360000 sec): 3 clusters
  Score: Raw -3558294.987763 + Penalty 11653.104820 = -3546641.882943
  nChanged 4
		SP:Iteration 70Q (60540.450000 sec): 3 clusters
  Score: Raw -3558295.901400 + Penalty 11653.104820 = -3546642.796581
  nChanged 2
		SP:Iteration 71Q (60540.550000 sec): 3 clusters
  Score: Raw -3558296.144118 + Penalty 11653.104820 = -3546643.039299
  nChanged 3
		SP:Iteration 72Q (60540.640000 sec): 3 clusters
  Score: Raw -3558296.855079 + Penalty 11653.104820 = -3546643.750259
  nChanged 7
		SP:Iteration 73Q (60540.730000 sec): 3 clusters
  Score: Raw -3558298.294307 + Penalty 11653.104820 = -3546645.189487
  nChanged 5
		SP:Iteration 74Q (60540.820000 sec): 3 clusters
  Score: Raw -3558299.333118 + Penalty 11653.104820 = -3546646.228299
  nChanged 3
		SP:Iteration 75Q (60540.910000 sec): 3 clusters
  Score: Raw -3558300.129176 + Penalty 11653.104820 = -3546647.024356
  nChanged 5
		SP:Iteration 76Q (60541.010000 sec): 3 clusters
  Score: Raw -3558301.088418 + Penalty 11653.104820 = -3546647.983598
  nChanged 8
		SP:Iteration 77Q (60541.090000 sec): 3 clusters
  Score: Raw -3558302.773410 + Penalty 11653.104820 = -3546649.668590
  nChanged 3
		SP:Iteration 78Q (60541.190000 sec): 3 clusters
  Score: Raw -3558303.465957 + Penalty 11653.104820 = -3546650.361137
  nChanged 4
		SP:Iteration 79Q (60541.280000 sec): 3 clusters
  Score: Raw -3558304.374238 + Penalty 11653.104820 = -3546651.269419
  nChanged 7
		SP:Iteration 80F (60541.370000 sec): 3 clusters
  Score: Raw -3558305.433709 + Penalty 11653.104820 = -3546652.328890
  nChanged 4
		SP:Iteration 81Q (60541.470000 sec): 3 clusters
  Score: Raw -3558306.116612 + Penalty 11653.104820 = -3546653.011793
  nChanged 3
		SP:Iteration 82Q (60541.560000 sec): 3 clusters
  Score: Raw -3558306.757766 + Penalty 11653.104820 = -3546653.652947
  nChanged 2
		SP:Iteration 83Q (60541.650000 sec): 3 clusters
  Score: Raw -3558307.246827 + Penalty 11653.104820 = -3546654.142008
  nChanged 6
		SP:Iteration 84Q (60541.740000 sec): 3 clusters
  Score: Raw -3558308.355555 + Penalty 11653.104820 = -3546655.250736
  nChanged 9
		SP:Iteration 85Q (60541.830000 sec): 3 clusters
  Score: Raw -3558310.138457 + Penalty 11653.104820 = -3546657.033638
  nChanged 6
		SP:Iteration 86Q (60541.920000 sec): 3 clusters
  Score: Raw -3558311.540019 + Penalty 11653.104820 = -3546658.435200
  nChanged 4
		SP:Iteration 87Q (60542.010000 sec): 3 clusters
  Score: Raw -3558312.701718 + Penalty 11653.104820 = -3546659.596898
  nChanged 6
		SP:Iteration 88Q (60542.100000 sec): 3 clusters
  Score: Raw -3558314.182155 + Penalty 11653.104820 = -3546661.077336
  nChanged 12
		SP:Iteration 89Q (60542.190000 sec): 3 clusters
  Score: Raw -3558316.938027 + Penalty 11653.104820 = -3546663.833207
  nChanged 13
		SP:Iteration 90Q (60542.280000 sec): 3 clusters
  Score: Raw -3558320.054502 + Penalty 11653.104820 = -3546666.949682
  nChanged 16
		SP:Iteration 91Q (60542.370000 sec): 3 clusters
  Score: Raw -3558323.585125 + Penalty 11653.104820 = -3546670.480305
  nChanged 15
		SP:Iteration 92Q (60542.470000 sec): 3 clusters
  Score: Raw -3558326.462242 + Penalty 11653.104820 = -3546673.357422
  nChanged 9
		SP:Iteration 93Q (60542.560000 sec): 3 clusters
  Score: Raw -3558328.801818 + Penalty 11653.104820 = -3546675.696999
  nChanged 6
		SP:Iteration 94Q (60542.650000 sec): 3 clusters
  Score: Raw -3558329.991987 + Penalty 11653.104820 = -3546676.887167
  nChanged 7
		SP:Iteration 95Q (60542.740000 sec): 3 clusters
  Score: Raw -3558331.108348 + Penalty 11653.104820 = -3546678.003529
  nChanged 7
		SP:Iteration 96Q (60542.830000 sec): 3 clusters
  Score: Raw -3558332.883623 + Penalty 11653.104820 = -3546679.778803
  nChanged 7
		SP:Iteration 97Q (60542.920000 sec): 3 clusters
  Score: Raw -3558334.075579 + Penalty 11653.104820 = -3546680.970760
  nChanged 7
		SP:Iteration 98Q (60543.010000 sec): 3 clusters
  Score: Raw -3558335.758595 + Penalty 11653.104820 = -3546682.653775
  nChanged 6
		SP:Iteration 99Q (60543.100000 sec): 3 clusters
  Score: Raw -3558337.366145 + Penalty 11653.104820 = -3546684.261325
  nChanged 8
		SP:Iteration 100F (60543.190000 sec): 3 clusters
  Score: Raw -3558338.825424 + Penalty 11653.104820 = -3546685.720605
  nChanged 5
		SP:Iteration 101Q (60543.280000 sec): 3 clusters
  Score: Raw -3558340.498727 + Penalty 11653.104820 = -3546687.393907
  nChanged 6
		SP:Iteration 102Q (60543.370000 sec): 3 clusters
  Score: Raw -3558341.803696 + Penalty 11653.104820 = -3546688.698876
  nChanged 5
		SP:Iteration 103Q (60543.470000 sec): 3 clusters
  Score: Raw -3558342.875914 + Penalty 11653.104820 = -3546689.771094
  nChanged 4
		SP:Iteration 104Q (60543.560000 sec): 3 clusters
  Score: Raw -3558343.577376 + Penalty 11653.104820 = -3546690.472556
  nChanged 2
		SP:Iteration 105Q (60543.650000 sec): 3 clusters
  Score: Raw -3558344.296028 + Penalty 11653.104820 = -3546691.191209
  nChanged 2
		SP:Iteration 106Q (60543.740000 sec): 3 clusters
  Score: Raw -3558344.891531 + Penalty 11653.104820 = -3546691.786711
  nChanged 3
		SP:Iteration 107Q (60543.830000 sec): 3 clusters
  Score: Raw -3558345.732229 + Penalty 11653.104820 = -3546692.627409
  nChanged 7
		SP:Iteration 108Q (60543.920000 sec): 3 clusters
  Score: Raw -3558347.757459 + Penalty 11653.104820 = -3546694.652639
  nChanged 9
		SP:Iteration 109Q (60544.010000 sec): 3 clusters
  Score: Raw -3558349.740454 + Penalty 11653.104820 = -3546696.635634
  nChanged 3
		SP:Iteration 110Q (60544.100000 sec): 3 clusters
  Score: Raw -3558350.702911 + Penalty 11653.104820 = -3546697.598092
  nChanged 2
		SP:Iteration 111Q (60544.190000 sec): 3 clusters
  Score: Raw -3558351.025033 + Penalty 11653.104820 = -3546697.920213
  nChanged 2
		SP:Iteration 112Q (60544.280000 sec): 3 clusters
  Score: Raw -3558351.410070 + Penalty 11653.104820 = -3546698.305250
  nChanged 3
		SP:Iteration 113Q (60544.370000 sec): 3 clusters
  Score: Raw -3558352.244118 + Penalty 11653.104820 = -3546699.139299
  nChanged 4
		SP:Iteration 114Q (60544.460000 sec): 3 clusters
  Score: Raw -3558353.161524 + Penalty 11653.104820 = -3546700.056704
  nChanged 2
		SP:Iteration 115Q (60544.550000 sec): 3 clusters
  Score: Raw -3558353.676704 + Penalty 11653.104820 = -3546700.571884
  nChanged 2
		SP:Iteration 116Q (60544.640000 sec): 3 clusters
  Score: Raw -3558354.176560 + Penalty 11653.104820 = -3546701.071740
  nChanged 1
		SP:Iteration 117Q (60544.730000 sec): 3 clusters
  Score: Raw -3558354.280833 + Penalty 11653.104820 = -3546701.176013
  nChanged 2
		SP:Iteration 118Q (60544.820000 sec): 3 clusters
  Score: Raw -3558354.763451 + Penalty 11653.104820 = -3546701.658632
  nChanged 2
		SP:Iteration 119Q (60544.910000 sec): 3 clusters
  Score: Raw -3558355.053760 + Penalty 11653.104820 = -3546701.948941
  nChanged 1
		SP:Iteration 120F (60545.010000 sec): 3 clusters
  Score: Raw -3558355.648176 + Penalty 11653.104820 = -3546702.543357
  nChanged 2
		SP:Iteration 121Q (60545.100000 sec): 3 clusters
  Score: Raw -3558355.997903 + Penalty 11653.104820 = -3546702.893083
  nChanged 2
		SP:Iteration 122Q (60545.190000 sec): 3 clusters
  Score: Raw -3558356.792957 + Penalty 11653.104820 = -3546703.688138
  nChanged 1
		SP:Iteration 123Q (60545.280000 sec): 3 clusters
  Score: Raw -3558356.904709 + Penalty 11653.104820 = -3546703.799890
  nChanged 0
		SP:Iteration 124F (60545.380000 sec): 3 clusters
  Score: Raw -3558356.904709 + Penalty 11653.104820 = -3546703.799890
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60545.400000 sec): 2 clusters
  Score: Raw -369381.274913 + Penalty 4444.914158 = -364936.360755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60545.410000 sec): 3 clusters
  Score: Raw -369361.578618 + Penalty 8889.828316 = -360471.750302
  nChanged 288
		SP:Iteration 1F (60545.420000 sec): 3 clusters
  Score: Raw -369887.370537 + Penalty 8889.828316 = -360997.542221
  nChanged 117
		SP:Iteration 2F (60545.430000 sec): 3 clusters
  Score: Raw -370247.596825 + Penalty 8889.828316 = -361357.768509
  nChanged 87
		SP:Iteration 3F (60545.440000 sec): 3 clusters
  Score: Raw -370521.962410 + Penalty 8889.828316 = -361632.134094
  nChanged 59
		SP:Iteration 4Q (60545.450000 sec): 3 clusters
  Score: Raw -370731.817919 + Penalty 8889.828316 = -361841.989603
  nChanged 43
		SP:Iteration 5Q (60545.460000 sec): 3 clusters
  Score: Raw -370925.100247 + Penalty 8889.828316 = -362035.271931
  nChanged 45
		SP:Iteration 6Q (60545.470000 sec): 3 clusters
  Score: Raw -371146.215695 + Penalty 8889.828316 = -362256.387379
  nChanged 34
		SP:Iteration 7Q (60545.470000 sec): 3 clusters
  Score: Raw -371357.908954 + Penalty 8889.828316 = -362468.080638
  nChanged 34
		SP:Iteration 8Q (60545.480000 sec): 3 clusters
  Score: Raw -371521.370054 + Penalty 8889.828316 = -362631.541738
  nChanged 36
		SP:Iteration 9Q (60545.490000 sec): 3 clusters
  Score: Raw -371685.152078 + Penalty 8889.828316 = -362795.323762
  nChanged 31
		SP:Iteration 10Q (60545.500000 sec): 3 clusters
  Score: Raw -371821.284555 + Penalty 8889.828316 = -362931.456239
  nChanged 28
		SP:Iteration 11Q (60545.510000 sec): 3 clusters
  Score: Raw -371935.939881 + Penalty 8889.828316 = -363046.111565
  nChanged 23
		SP:Iteration 12Q (60545.520000 sec): 3 clusters
  Score: Raw -372046.855863 + Penalty 8889.828316 = -363157.027547
  nChanged 21
		SP:Iteration 13Q (60545.530000 sec): 3 clusters
  Score: Raw -372132.410082 + Penalty 8889.828316 = -363242.581766
  nChanged 19
		SP:Iteration 14Q (60545.530000 sec): 3 clusters
  Score: Raw -372225.616862 + Penalty 8889.828316 = -363335.788546
  nChanged 19
		SP:Iteration 15Q (60545.540000 sec): 3 clusters
  Score: Raw -372301.109443 + Penalty 8889.828316 = -363411.281127
  nChanged 12
		SP:Iteration 16Q (60545.550000 sec): 3 clusters
  Score: Raw -372364.617394 + Penalty 8889.828316 = -363474.789078
  nChanged 14
		SP:Iteration 17Q (60545.550000 sec): 3 clusters
  Score: Raw -372420.465194 + Penalty 8889.828316 = -363530.636878
  nChanged 9
		SP:Iteration 18Q (60545.560000 sec): 3 clusters
  Score: Raw -372461.463186 + Penalty 8889.828316 = -363571.634870
  nChanged 8
		SP:Iteration 19Q (60545.570000 sec): 3 clusters
  Score: Raw -372497.456665 + Penalty 8889.828316 = -363607.628349
  nChanged 3
		SP:Iteration 20F (60545.580000 sec): 3 clusters
  Score: Raw -372516.845458 + Penalty 8889.828316 = -363627.017141
  nChanged 6
		SP:Iteration 21Q (60545.590000 sec): 3 clusters
  Score: Raw -372551.458158 + Penalty 8889.828316 = -363661.629842
  nChanged 5
		SP:Iteration 22Q (60545.590000 sec): 3 clusters
  Score: Raw -372576.454705 + Penalty 8889.828316 = -363686.626389
  nChanged 1
		SP:Iteration 23Q (60545.600000 sec): 3 clusters
  Score: Raw -372578.609333 + Penalty 8889.828316 = -363688.781017
  nChanged 1
		SP:Iteration 24Q (60545.610000 sec): 3 clusters
  Score: Raw -372581.706189 + Penalty 8889.828316 = -363691.877873
  nChanged 2
		SP:Iteration 25Q (60545.620000 sec): 3 clusters
  Score: Raw -372586.889444 + Penalty 8889.828316 = -363697.061128
  nChanged 1
		SP:Iteration 26Q (60545.630000 sec): 3 clusters
  Score: Raw -372590.267576 + Penalty 8889.828316 = -363700.439260
  nChanged 0
		SP:Iteration 27F (60545.640000 sec): 3 clusters
  Score: Raw -372590.267576 + Penalty 8889.828316 = -363700.439260
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 54 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60545.650000 sec): 2 clusters
  Score: Raw -43291.925633 + Penalty 3173.842425 = -40118.083208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60545.650000 sec): 3 clusters
  Score: Raw -44371.732223 + Penalty 6347.684849 = -38024.047374
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 55 (117261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60546.410000 sec): 2 clusters
  Score: Raw -31246096.542374 + Penalty 7149.196468 = -31238947.345907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60547.280000 sec): 3 clusters
  Score: Raw -31173466.686138 + Penalty 14298.392936 = -31159168.293202
  nChanged 54052
		SP:Iteration 1F (60548.140000 sec): 3 clusters
  Score: Raw -31203531.498204 + Penalty 14298.392936 = -31189233.105268
  nChanged 4609
		SP:Iteration 2Q (60549.010000 sec): 3 clusters
  Score: Raw -31204731.237312 + Penalty 14298.392936 = -31190432.844376
  nChanged 4085
		SP:Iteration 3Q (60549.890000 sec): 3 clusters
  Score: Raw -31205721.770999 + Penalty 14298.392936 = -31191423.378063
  nChanged 3670
		SP:Iteration 4Q (60550.750000 sec): 3 clusters
  Score: Raw -31206609.938359 + Penalty 14298.392936 = -31192311.545423
  nChanged 3559
		SP:Iteration 5Q (60551.620000 sec): 3 clusters
  Score: Raw -31207529.192909 + Penalty 14298.392936 = -31193230.799973
  nChanged 3650
		SP:Iteration 6Q (60552.520000 sec): 3 clusters
  Score: Raw -31208529.060017 + Penalty 14298.392936 = -31194230.667081
  nChanged 3803
		SP:Iteration 7Q (60553.420000 sec): 3 clusters
  Score: Raw -31209649.991262 + Penalty 14298.392936 = -31195351.598326
  nChanged 3954
		SP:Iteration 8Q (60554.290000 sec): 3 clusters
  Score: Raw -31210904.879968 + Penalty 14298.392936 = -31196606.487033
  nChanged 4205
		SP:Iteration 9Q (60555.160000 sec): 3 clusters
  Score: Raw -31212348.900655 + Penalty 14298.392936 = -31198050.507720
  nChanged 4430
		SP:Iteration 10Q (60556.030000 sec): 3 clusters
  Score: Raw -31213995.849914 + Penalty 14298.392936 = -31199697.456978
  nChanged 4606
		SP:Iteration 11Q (60556.910000 sec): 3 clusters
  Score: Raw -31215836.880105 + Penalty 14298.392936 = -31201538.487170
  nChanged 4824
		SP:Iteration 12Q (60557.780000 sec): 3 clusters
  Score: Raw -31217762.760502 + Penalty 14298.392936 = -31203464.367566
  nChanged 4775
		SP:Iteration 13Q (60558.640000 sec): 3 clusters
  Score: Raw -31219672.489089 + Penalty 14298.392936 = -31205374.096153
  nChanged 4649
		SP:Iteration 14Q (60559.510000 sec): 3 clusters
  Score: Raw -31221616.699745 + Penalty 14298.392936 = -31207318.306810
  nChanged 4485
		SP:Iteration 15Q (60560.370000 sec): 3 clusters
  Score: Raw -31223733.945953 + Penalty 14298.392936 = -31209435.553017
  nChanged 4436
		SP:Iteration 16Q (60561.230000 sec): 3 clusters
  Score: Raw -31226162.563187 + Penalty 14298.392936 = -31211864.170251
  nChanged 4511
		SP:Iteration 17Q (60562.080000 sec): 3 clusters
  Score: Raw -31229150.133953 + Penalty 14298.392936 = -31214851.741018
  nChanged 4409
		SP:Iteration 18Q (60562.930000 sec): 3 clusters
  Score: Raw -31232396.108550 + Penalty 14298.392936 = -31218097.715615
  nChanged 3992
		SP:Iteration 19Q (60563.780000 sec): 3 clusters
  Score: Raw -31235682.716213 + Penalty 14298.392936 = -31221384.323278
  nChanged 3494
		SP:Iteration 20F (60564.640000 sec): 3 clusters
  Score: Raw -31238733.819514 + Penalty 14298.392936 = -31224435.426578
  nChanged 2991
		SP:Iteration 21Q (60565.450000 sec): 3 clusters
  Score: Raw -31241169.468547 + Penalty 14298.392936 = -31226871.075611
  nChanged 2308
		SP:Iteration 22Q (60566.230000 sec): 3 clusters
  Score: Raw -31242546.374107 + Penalty 14298.392936 = -31228247.981171
  nChanged 1786
		SP:Iteration 23Q (60567.000000 sec): 3 clusters
  Score: Raw -31243257.866030 + Penalty 14298.392936 = -31228959.473094
  nChanged 1217
		SP:Iteration 24Q (60567.750000 sec): 3 clusters
  Score: Raw -31243576.260367 + Penalty 14298.392936 = -31229277.867431
  nChanged 905
		SP:Iteration 25Q (60568.500000 sec): 3 clusters
  Score: Raw -31243754.636229 + Penalty 14298.392936 = -31229456.243293
  nChanged 620
		SP:Iteration 26Q (60569.270000 sec): 3 clusters
  Score: Raw -31243846.336333 + Penalty 14298.392936 = -31229547.943398
  nChanged 467
		SP:Iteration 27Q (60570.040000 sec): 3 clusters
  Score: Raw -31243903.530849 + Penalty 14298.392936 = -31229605.137913
  nChanged 314
		SP:Iteration 28Q (60570.810000 sec): 3 clusters
  Score: Raw -31243936.898847 + Penalty 14298.392936 = -31229638.505912
  nChanged 265
		SP:Iteration 29Q (60571.580000 sec): 3 clusters
  Score: Raw -31243959.529099 + Penalty 14298.392936 = -31229661.136163
  nChanged 201
		SP:Iteration 30Q (60572.340000 sec): 3 clusters
  Score: Raw -31243973.498796 + Penalty 14298.392936 = -31229675.105860
  nChanged 142
		SP:Iteration 31Q (60573.110000 sec): 3 clusters
  Score: Raw -31243982.544906 + Penalty 14298.392936 = -31229684.151971
  nChanged 112
		SP:Iteration 32Q (60573.880000 sec): 3 clusters
  Score: Raw -31243988.771373 + Penalty 14298.392936 = -31229690.378437
  nChanged 89
		SP:Iteration 33Q (60574.650000 sec): 3 clusters
  Score: Raw -31243993.425078 + Penalty 14298.392936 = -31229695.032142
  nChanged 67
		SP:Iteration 34Q (60575.420000 sec): 3 clusters
  Score: Raw -31243996.731225 + Penalty 14298.392936 = -31229698.338290
  nChanged 61
		SP:Iteration 35Q (60576.180000 sec): 3 clusters
  Score: Raw -31243999.772609 + Penalty 14298.392936 = -31229701.379674
  nChanged 66
		SP:Iteration 36Q (60576.950000 sec): 3 clusters
  Score: Raw -31244003.019766 + Penalty 14298.392936 = -31229704.626830
  nChanged 63
		SP:Iteration 37Q (60577.710000 sec): 3 clusters
  Score: Raw -31244006.142033 + Penalty 14298.392936 = -31229707.749097
  nChanged 51
		SP:Iteration 38Q (60578.480000 sec): 3 clusters
  Score: Raw -31244008.547242 + Penalty 14298.392936 = -31229710.154307
  nChanged 49
		SP:Iteration 39Q (60579.240000 sec): 3 clusters
  Score: Raw -31244011.146331 + Penalty 14298.392936 = -31229712.753396
  nChanged 53
		SP:Iteration 40F (60580.140000 sec): 3 clusters
  Score: Raw -31244013.126978 + Penalty 14298.392936 = -31229714.734042
  nChanged 35
		SP:Iteration 41Q (60580.910000 sec): 3 clusters
  Score: Raw -31244014.564233 + Penalty 14298.392936 = -31229716.171297
  nChanged 29
		SP:Iteration 42Q (60581.680000 sec): 3 clusters
  Score: Raw -31244015.981541 + Penalty 14298.392936 = -31229717.588605
  nChanged 33
		SP:Iteration 43Q (60582.450000 sec): 3 clusters
  Score: Raw -31244017.282135 + Penalty 14298.392936 = -31229718.889200
  nChanged 26
		SP:Iteration 44Q (60583.220000 sec): 3 clusters
  Score: Raw -31244018.356876 + Penalty 14298.392936 = -31229719.963940
  nChanged 29
		SP:Iteration 45Q (60583.990000 sec): 3 clusters
  Score: Raw -31244019.515700 + Penalty 14298.392936 = -31229721.122764
  nChanged 32
		SP:Iteration 46Q (60584.760000 sec): 3 clusters
  Score: Raw -31244020.910254 + Penalty 14298.392936 = -31229722.517318
  nChanged 33
		SP:Iteration 47Q (60585.530000 sec): 3 clusters
  Score: Raw -31244022.361758 + Penalty 14298.392936 = -31229723.968822
  nChanged 28
		SP:Iteration 48Q (60586.300000 sec): 3 clusters
  Score: Raw -31244023.323936 + Penalty 14298.392936 = -31229724.931001
  nChanged 23
		SP:Iteration 49Q (60587.070000 sec): 3 clusters
  Score: Raw -31244024.280509 + Penalty 14298.392936 = -31229725.887573
  nChanged 22
		SP:Iteration 50Q (60587.840000 sec): 3 clusters
  Score: Raw -31244025.085694 + Penalty 14298.392936 = -31229726.692759
  nChanged 28
		SP:Iteration 51Q (60588.620000 sec): 3 clusters
  Score: Raw -31244026.306512 + Penalty 14298.392936 = -31229727.913577
  nChanged 29
		SP:Iteration 52Q (60589.390000 sec): 3 clusters
  Score: Raw -31244027.699517 + Penalty 14298.392936 = -31229729.306581
  nChanged 26
		SP:Iteration 53Q (60590.160000 sec): 3 clusters
  Score: Raw -31244028.847407 + Penalty 14298.392936 = -31229730.454472
  nChanged 34
		SP:Iteration 54Q (60590.930000 sec): 3 clusters
  Score: Raw -31244030.251412 + Penalty 14298.392936 = -31229731.858476
  nChanged 36
		SP:Iteration 55Q (60591.700000 sec): 3 clusters
  Score: Raw -31244031.666268 + Penalty 14298.392936 = -31229733.273333
  nChanged 28
		SP:Iteration 56Q (60592.480000 sec): 3 clusters
  Score: Raw -31244032.854211 + Penalty 14298.392936 = -31229734.461275
  nChanged 28
		SP:Iteration 57Q (60593.260000 sec): 3 clusters
  Score: Raw -31244033.915422 + Penalty 14298.392936 = -31229735.522486
  nChanged 26
		SP:Iteration 58Q (60594.040000 sec): 3 clusters
  Score: Raw -31244034.870090 + Penalty 14298.392936 = -31229736.477154
  nChanged 13
		SP:Iteration 59Q (60594.820000 sec): 3 clusters
  Score: Raw -31244035.344204 + Penalty 14298.392936 = -31229736.951268
  nChanged 15
		SP:Iteration 60F (60595.730000 sec): 3 clusters
  Score: Raw -31244035.773345 + Penalty 14298.392936 = -31229737.380409
  nChanged 14
		SP:Iteration 61Q (60596.500000 sec): 3 clusters
  Score: Raw -31244036.325187 + Penalty 14298.392936 = -31229737.932251
  nChanged 15
		SP:Iteration 62Q (60597.280000 sec): 3 clusters
  Score: Raw -31244036.950178 + Penalty 14298.392936 = -31229738.557242
  nChanged 16
		SP:Iteration 63Q (60598.060000 sec): 3 clusters
  Score: Raw -31244037.581337 + Penalty 14298.392936 = -31229739.188401
  nChanged 15
		SP:Iteration 64Q (60598.840000 sec): 3 clusters
  Score: Raw -31244038.189439 + Penalty 14298.392936 = -31229739.796503
  nChanged 18
		SP:Iteration 65Q (60599.610000 sec): 3 clusters
  Score: Raw -31244038.766390 + Penalty 14298.392936 = -31229740.373455
  nChanged 17
		SP:Iteration 66Q (60600.390000 sec): 3 clusters
  Score: Raw -31244039.390230 + Penalty 14298.392936 = -31229740.997294
  nChanged 18
		SP:Iteration 67Q (60601.170000 sec): 3 clusters
  Score: Raw -31244039.920786 + Penalty 14298.392936 = -31229741.527851
  nChanged 19
		SP:Iteration 68Q (60601.930000 sec): 3 clusters
  Score: Raw -31244040.623830 + Penalty 14298.392936 = -31229742.230894
  nChanged 18
		SP:Iteration 69Q (60602.710000 sec): 3 clusters
  Score: Raw -31244041.276699 + Penalty 14298.392936 = -31229742.883764
  nChanged 15
		SP:Iteration 70Q (60603.470000 sec): 3 clusters
  Score: Raw -31244041.895773 + Penalty 14298.392936 = -31229743.502837
  nChanged 18
		SP:Iteration 71Q (60604.240000 sec): 3 clusters
  Score: Raw -31244042.558967 + Penalty 14298.392936 = -31229744.166031
  nChanged 18
		SP:Iteration 72Q (60605.020000 sec): 3 clusters
  Score: Raw -31244043.181794 + Penalty 14298.392936 = -31229744.788858
  nChanged 15
		SP:Iteration 73Q (60605.800000 sec): 3 clusters
  Score: Raw -31244043.824260 + Penalty 14298.392936 = -31229745.431324
  nChanged 16
		SP:Iteration 74Q (60606.570000 sec): 3 clusters
  Score: Raw -31244044.431488 + Penalty 14298.392936 = -31229746.038552
  nChanged 12
		SP:Iteration 75Q (60607.350000 sec): 3 clusters
  Score: Raw -31244044.845741 + Penalty 14298.392936 = -31229746.452806
  nChanged 12
		SP:Iteration 76Q (60608.130000 sec): 3 clusters
  Score: Raw -31244045.314499 + Penalty 14298.392936 = -31229746.921563
  nChanged 14
		SP:Iteration 77Q (60608.900000 sec): 3 clusters
  Score: Raw -31244045.877156 + Penalty 14298.392936 = -31229747.484221
  nChanged 12
		SP:Iteration 78Q (60609.680000 sec): 3 clusters
  Score: Raw -31244046.370432 + Penalty 14298.392936 = -31229747.977497
  nChanged 17
		SP:Iteration 79Q (60610.460000 sec): 3 clusters
  Score: Raw -31244047.086538 + Penalty 14298.392936 = -31229748.693602
  nChanged 13
		SP:Iteration 80F (60611.360000 sec): 3 clusters
  Score: Raw -31244047.642296 + Penalty 14298.392936 = -31229749.249361
  nChanged 14
		SP:Iteration 81Q (60612.140000 sec): 3 clusters
  Score: Raw -31244048.166428 + Penalty 14298.392936 = -31229749.773492
  nChanged 17
		SP:Iteration 82Q (60612.920000 sec): 3 clusters
  Score: Raw -31244048.817177 + Penalty 14298.392936 = -31229750.424242
  nChanged 15
		SP:Iteration 83Q (60613.690000 sec): 3 clusters
  Score: Raw -31244049.318428 + Penalty 14298.392936 = -31229750.925492
  nChanged 10
		SP:Iteration 84Q (60614.460000 sec): 3 clusters
  Score: Raw -31244049.709427 + Penalty 14298.392936 = -31229751.316491
  nChanged 12
		SP:Iteration 85Q (60615.220000 sec): 3 clusters
  Score: Raw -31244050.165823 + Penalty 14298.392936 = -31229751.772888
  nChanged 10
		SP:Iteration 86Q (60615.960000 sec): 3 clusters
  Score: Raw -31244050.596073 + Penalty 14298.392936 = -31229752.203137
  nChanged 9
		SP:Iteration 87Q (60616.700000 sec): 3 clusters
  Score: Raw -31244050.911254 + Penalty 14298.392936 = -31229752.518318
  nChanged 10
		SP:Iteration 88Q (60617.430000 sec): 3 clusters
  Score: Raw -31244051.221112 + Penalty 14298.392936 = -31229752.828176
  nChanged 8
		SP:Iteration 89Q (60618.150000 sec): 3 clusters
  Score: Raw -31244051.502587 + Penalty 14298.392936 = -31229753.109651
  nChanged 11
		SP:Iteration 90Q (60618.890000 sec): 3 clusters
  Score: Raw -31244051.921194 + Penalty 14298.392936 = -31229753.528258
  nChanged 11
		SP:Iteration 91Q (60619.620000 sec): 3 clusters
  Score: Raw -31244052.233500 + Penalty 14298.392936 = -31229753.840564
  nChanged 7
		SP:Iteration 92Q (60620.350000 sec): 3 clusters
  Score: Raw -31244052.420073 + Penalty 14298.392936 = -31229754.027138
  nChanged 7
		SP:Iteration 93Q (60621.080000 sec): 3 clusters
  Score: Raw -31244052.684821 + Penalty 14298.392936 = -31229754.291885
  nChanged 8
		SP:Iteration 94Q (60621.810000 sec): 3 clusters
  Score: Raw -31244052.939817 + Penalty 14298.392936 = -31229754.546881
  nChanged 5
		SP:Iteration 95Q (60622.540000 sec): 3 clusters
  Score: Raw -31244053.101308 + Penalty 14298.392936 = -31229754.708372
  nChanged 8
		SP:Iteration 96Q (60623.270000 sec): 3 clusters
  Score: Raw -31244053.356333 + Penalty 14298.392936 = -31229754.963398
  nChanged 12
		SP:Iteration 97Q (60624.000000 sec): 3 clusters
  Score: Raw -31244053.863542 + Penalty 14298.392936 = -31229755.470607
  nChanged 13
		SP:Iteration 98Q (60624.730000 sec): 3 clusters
  Score: Raw -31244054.299025 + Penalty 14298.392936 = -31229755.906089
  nChanged 10
		SP:Iteration 99Q (60625.450000 sec): 3 clusters
  Score: Raw -31244054.536377 + Penalty 14298.392936 = -31229756.143442
  nChanged 7
		SP:Iteration 100F (60626.300000 sec): 3 clusters
  Score: Raw -31244054.702354 + Penalty 14298.392936 = -31229756.309418
  nChanged 2
		SP:Iteration 101Q (60627.040000 sec): 3 clusters
  Score: Raw -31244054.757820 + Penalty 14298.392936 = -31229756.364884
  nChanged 2
		SP:Iteration 102Q (60627.790000 sec): 3 clusters
  Score: Raw -31244054.828665 + Penalty 14298.392936 = -31229756.435729
  nChanged 0
		SP:Iteration 103F (60628.640000 sec): 3 clusters
  Score: Raw -31244054.828665 + Penalty 14298.392936 = -31229756.435729
  nChanged 0
Iteration 579Q (60661.030000 sec): 56 clusters
  Score: Raw -522537029.076921 + Penalty 488646.756571 = -522048382.320350
  nChanged 1141
Iteration 580F (60949.880000 sec): 56 clusters
  Score: Raw -522537149.210657 + Penalty 488646.756571 = -522048502.454087
  nChanged 1071
Iteration 581Q (60982.430000 sec): 56 clusters
  Score: Raw -522537250.947599 + Penalty 488646.756571 = -522048604.191028
  nChanged 973
Iteration 582Q (61014.970000 sec): 56 clusters
  Score: Raw -522537337.728670 + Penalty 488646.756571 = -522048690.972099
  nChanged 912
Iteration 583Q (61047.280000 sec): 56 clusters
  Score: Raw -522537421.574248 + Penalty 488646.756571 = -522048774.817678
  nChanged 788
Iteration 584Q (61079.380000 sec): 56 clusters
  Score: Raw -522537490.945266 + Penalty 488646.756571 = -522048844.188695
  nChanged 835
Iteration 585Q (61111.550000 sec): 56 clusters
  Score: Raw -522537560.579160 + Penalty 488646.756571 = -522048913.822590
  nChanged 697
Iteration 586Q (61143.770000 sec): 56 clusters
  Score: Raw -522537616.243739 + Penalty 488646.756571 = -522048969.487168
  nChanged 638
Iteration 587Q (61176.560000 sec): 56 clusters
  Score: Raw -522537667.685492 + Penalty 488646.756571 = -522049020.928921
  nChanged 626
Iteration 588Q (61209.130000 sec): 56 clusters
  Score: Raw -522537712.560382 + Penalty 488646.756571 = -522049065.803812
  nChanged 555
Iteration 589Q (61241.620000 sec): 56 clusters
  Score: Raw -522537757.894938 + Penalty 488646.756571 = -522049111.138367
  nChanged 551
Iteration 590Q (61273.810000 sec): 56 clusters
  Score: Raw -522537804.526355 + Penalty 488646.756571 = -522049157.769784
  nChanged 458
Iteration 591Q (61306.290000 sec): 56 clusters
  Score: Raw -522537844.034860 + Penalty 488646.756571 = -522049197.278290
  nChanged 465
Iteration 592Q (61338.870000 sec): 56 clusters
  Score: Raw -522537884.545183 + Penalty 488646.756571 = -522049237.788612
  nChanged 421
Iteration 593Q (61371.900000 sec): 56 clusters
  Score: Raw -522537923.723636 + Penalty 488646.756571 = -522049276.967065
  nChanged 422
Iteration 594Q (61404.690000 sec): 56 clusters
  Score: Raw -522537962.210780 + Penalty 488646.756571 = -522049315.454209
  nChanged 415
Iteration 595Q (61437.030000 sec): 56 clusters
  Score: Raw -522538003.470522 + Penalty 488646.756571 = -522049356.713952
  nChanged 424
Iteration 596Q (61469.170000 sec): 56 clusters
  Score: Raw -522538047.525454 + Penalty 488646.756571 = -522049400.768884
  nChanged 429
Iteration 597Q (61501.180000 sec): 56 clusters
  Score: Raw -522538094.340752 + Penalty 488646.756571 = -522049447.584181
  nChanged 430
Iteration 598Q (61533.410000 sec): 56 clusters
  Score: Raw -522538143.724817 + Penalty 488646.756571 = -522049496.968246
  nChanged 441
Iteration 599Q (61565.470000 sec): 56 clusters
  Score: Raw -522538192.450890 + Penalty 488646.756571 = -522049545.694319
  nChanged 458
Iteration 600F (61857.130000 sec): 56 clusters
  Score: Raw -522538250.317062 + Penalty 488646.756571 = -522049603.560491
  nChanged 450
Iteration 601Q (61890.420000 sec): 56 clusters
  Score: Raw -522538308.954764 + Penalty 488646.756571 = -522049662.198194
  nChanged 486
Iteration 602Q (61922.890000 sec): 56 clusters
  Score: Raw -522538374.924791 + Penalty 488646.756571 = -522049728.168220
  nChanged 523
Iteration 603Q (61955.200000 sec): 56 clusters
  Score: Raw -522538443.193864 + Penalty 488646.756571 = -522049796.437294
  nChanged 545
Iteration 604Q (61988.110000 sec): 56 clusters
  Score: Raw -522538502.393573 + Penalty 488646.756571 = -522049855.637003
  nChanged 505
Iteration 605Q (62020.930000 sec): 56 clusters
  Score: Raw -522538562.507792 + Penalty 488646.756571 = -522049915.751221
  nChanged 514
Iteration 606Q (62053.330000 sec): 56 clusters
  Score: Raw -522538622.822361 + Penalty 488646.756571 = -522049976.065791
  nChanged 529
Iteration 607Q (62086.280000 sec): 56 clusters
  Score: Raw -522538684.238703 + Penalty 488646.756571 = -522050037.482132
  nChanged 517
Iteration 608Q (62118.760000 sec): 56 clusters
  Score: Raw -522538744.228614 + Penalty 488646.756571 = -522050097.472043
  nChanged 539
Iteration 609Q (62150.890000 sec): 56 clusters
  Score: Raw -522538805.542629 + Penalty 488646.756571 = -522050158.786058
  nChanged 562
Iteration 610Q (62183.220000 sec): 56 clusters
  Score: Raw -522538868.221940 + Penalty 488646.756571 = -522050221.465370
  nChanged 517
Iteration 611Q (62215.630000 sec): 56 clusters
  Score: Raw -522538925.894488 + Penalty 488646.756571 = -522050279.137918
  nChanged 451
Iteration 612Q (62248.070000 sec): 56 clusters
  Score: Raw -522538973.649024 + Penalty 488646.756571 = -522050326.892453
  nChanged 385
Iteration 613Q (62280.260000 sec): 56 clusters
  Score: Raw -522539015.952480 + Penalty 488646.756571 = -522050369.195910
  nChanged 425
Iteration 614Q (62312.780000 sec): 56 clusters
  Score: Raw -522539061.324366 + Penalty 488646.756571 = -522050414.567796
  nChanged 415
Iteration 615Q (62345.190000 sec): 56 clusters
  Score: Raw -522539104.628028 + Penalty 488646.756571 = -522050457.871457
  nChanged 402
Iteration 616Q (62377.500000 sec): 56 clusters
  Score: Raw -522539140.327742 + Penalty 488646.756571 = -522050493.571172
  nChanged 388
Iteration 617Q (62410.050000 sec): 56 clusters
  Score: Raw -522539175.068849 + Penalty 488646.756571 = -522050528.312278
  nChanged 352
Iteration 618Q (62442.710000 sec): 56 clusters
  Score: Raw -522539206.829459 + Penalty 488646.756571 = -522050560.072888
  nChanged 333
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522539206.829459 + Penalty 488646.756571 = -522050560.072888
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (44824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62443.280000 sec): 2 clusters
  Score: Raw -11364551.060616 + Penalty 6560.180631 = -11357990.879985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62443.610000 sec): 3 clusters
  Score: Raw -11339020.664330 + Penalty 13120.361262 = -11325900.303068
  nChanged 19339
		SP:Iteration 1F (62443.940000 sec): 3 clusters
  Score: Raw -11349630.497711 + Penalty 13120.361262 = -11336510.136449
  nChanged 2844
		SP:Iteration 2F (62444.270000 sec): 3 clusters
  Score: Raw -11351203.298904 + Penalty 13120.361262 = -11338082.937642
  nChanged 2761
		SP:Iteration 3F (62444.590000 sec): 3 clusters
  Score: Raw -11352904.717505 + Penalty 13120.361262 = -11339784.356243
  nChanged 2697
		SP:Iteration 4F (62444.920000 sec): 3 clusters
  Score: Raw -11354626.324638 + Penalty 13120.361262 = -11341505.963376
  nChanged 2642
		SP:Iteration 5F (62445.250000 sec): 3 clusters
  Score: Raw -11356048.022642 + Penalty 13120.361262 = -11342927.661380
  nChanged 2326
		SP:Iteration 6F (62445.590000 sec): 3 clusters
  Score: Raw -11357199.826024 + Penalty 13120.361262 = -11344079.464762
  nChanged 1988
		SP:Iteration 7Q (62445.910000 sec): 3 clusters
  Score: Raw -11358043.212627 + Penalty 13120.361262 = -11344922.851365
  nChanged 1640
		SP:Iteration 8Q (62446.250000 sec): 3 clusters
  Score: Raw -11358663.398514 + Penalty 13120.361262 = -11345543.037252
  nChanged 1332
		SP:Iteration 9Q (62446.590000 sec): 3 clusters
  Score: Raw -11359108.219081 + Penalty 13120.361262 = -11345987.857819
  nChanged 1137
		SP:Iteration 10Q (62446.920000 sec): 3 clusters
  Score: Raw -11359463.259624 + Penalty 13120.361262 = -11346342.898362
  nChanged 979
		SP:Iteration 11Q (62447.260000 sec): 3 clusters
  Score: Raw -11359757.602631 + Penalty 13120.361262 = -11346637.241369
  nChanged 866
		SP:Iteration 12Q (62447.600000 sec): 3 clusters
  Score: Raw -11360009.564263 + Penalty 13120.361262 = -11346889.203002
  nChanged 792
		SP:Iteration 13Q (62447.930000 sec): 3 clusters
  Score: Raw -11360251.996901 + Penalty 13120.361262 = -11347131.635639
  nChanged 826
		SP:Iteration 14Q (62448.270000 sec): 3 clusters
  Score: Raw -11360503.050100 + Penalty 13120.361262 = -11347382.688838
  nChanged 817
		SP:Iteration 15Q (62448.600000 sec): 3 clusters
  Score: Raw -11360768.074179 + Penalty 13120.361262 = -11347647.712917
  nChanged 828
		SP:Iteration 16Q (62448.930000 sec): 3 clusters
  Score: Raw -11361029.873621 + Penalty 13120.361262 = -11347909.512360
  nChanged 747
		SP:Iteration 17Q (62449.250000 sec): 3 clusters
  Score: Raw -11361274.632988 + Penalty 13120.361262 = -11348154.271726
  nChanged 724
		SP:Iteration 18Q (62449.570000 sec): 3 clusters
  Score: Raw -11361519.465603 + Penalty 13120.361262 = -11348399.104341
  nChanged 717
		SP:Iteration 19Q (62449.890000 sec): 3 clusters
  Score: Raw -11361759.854382 + Penalty 13120.361262 = -11348639.493120
  nChanged 728
		SP:Iteration 20F (62450.220000 sec): 3 clusters
  Score: Raw -11362037.969745 + Penalty 13120.361262 = -11348917.608483
  nChanged 723
		SP:Iteration 21Q (62450.540000 sec): 3 clusters
  Score: Raw -11362311.323659 + Penalty 13120.361262 = -11349190.962397
  nChanged 693
		SP:Iteration 22Q (62450.860000 sec): 3 clusters
  Score: Raw -11362575.099927 + Penalty 13120.361262 = -11349454.738665
  nChanged 680
		SP:Iteration 23Q (62451.170000 sec): 3 clusters
  Score: Raw -11362837.134731 + Penalty 13120.361262 = -11349716.773469
  nChanged 655
		SP:Iteration 24Q (62451.490000 sec): 3 clusters
  Score: Raw -11363087.489492 + Penalty 13120.361262 = -11349967.128230
  nChanged 663
		SP:Iteration 25Q (62451.790000 sec): 3 clusters
  Score: Raw -11363340.366997 + Penalty 13120.361262 = -11350220.005735
  nChanged 632
		SP:Iteration 26Q (62452.100000 sec): 3 clusters
  Score: Raw -11363583.940711 + Penalty 13120.361262 = -11350463.579449
  nChanged 607
		SP:Iteration 27Q (62452.400000 sec): 3 clusters
  Score: Raw -11363807.019111 + Penalty 13120.361262 = -11350686.657849
  nChanged 566
		SP:Iteration 28Q (62452.710000 sec): 3 clusters
  Score: Raw -11364014.789087 + Penalty 13120.361262 = -11350894.427825
  nChanged 568
		SP:Iteration 29Q (62453.000000 sec): 3 clusters
  Score: Raw -11364213.136542 + Penalty 13120.361262 = -11351092.775280
  nChanged 517
		SP:Iteration 30Q (62453.290000 sec): 3 clusters
  Score: Raw -11364393.240384 + Penalty 13120.361262 = -11351272.879122
  nChanged 499
		SP:Iteration 31Q (62453.590000 sec): 3 clusters
  Score: Raw -11364582.009803 + Penalty 13120.361262 = -11351461.648542
  nChanged 498
		SP:Iteration 32Q (62453.880000 sec): 3 clusters
  Score: Raw -11364791.401982 + Penalty 13120.361262 = -11351671.040721
  nChanged 531
		SP:Iteration 33Q (62454.170000 sec): 3 clusters
  Score: Raw -11365021.653707 + Penalty 13120.361262 = -11351901.292445
  nChanged 499
		SP:Iteration 34Q (62454.450000 sec): 3 clusters
  Score: Raw -11365235.435135 + Penalty 13120.361262 = -11352115.073873
  nChanged 479
		SP:Iteration 35Q (62454.740000 sec): 3 clusters
  Score: Raw -11365456.111349 + Penalty 13120.361262 = -11352335.750087
  nChanged 444
		SP:Iteration 36Q (62455.020000 sec): 3 clusters
  Score: Raw -11365669.350896 + Penalty 13120.361262 = -11352548.989635
  nChanged 414
		SP:Iteration 37Q (62455.300000 sec): 3 clusters
  Score: Raw -11365852.691963 + Penalty 13120.361262 = -11352732.330701
  nChanged 381
		SP:Iteration 38Q (62455.580000 sec): 3 clusters
  Score: Raw -11366018.437850 + Penalty 13120.361262 = -11352898.076588
  nChanged 338
		SP:Iteration 39Q (62455.860000 sec): 3 clusters
  Score: Raw -11366159.813600 + Penalty 13120.361262 = -11353039.452338
  nChanged 313
		SP:Iteration 40F (62456.180000 sec): 3 clusters
  Score: Raw -11366282.580688 + Penalty 13120.361262 = -11353162.219426
  nChanged 269
		SP:Iteration 41Q (62456.450000 sec): 3 clusters
  Score: Raw -11366388.840845 + Penalty 13120.361262 = -11353268.479583
  nChanged 244
		SP:Iteration 42Q (62456.720000 sec): 3 clusters
  Score: Raw -11366486.611910 + Penalty 13120.361262 = -11353366.250648
  nChanged 237
		SP:Iteration 43Q (62456.990000 sec): 3 clusters
  Score: Raw -11366578.552767 + Penalty 13120.361262 = -11353458.191505
  nChanged 198
		SP:Iteration 44Q (62457.260000 sec): 3 clusters
  Score: Raw -11366655.291439 + Penalty 13120.361262 = -11353534.930177
  nChanged 201
		SP:Iteration 45Q (62457.520000 sec): 3 clusters
  Score: Raw -11366721.510072 + Penalty 13120.361262 = -11353601.148810
  nChanged 173
		SP:Iteration 46Q (62457.780000 sec): 3 clusters
  Score: Raw -11366773.222460 + Penalty 13120.361262 = -11353652.861198
  nChanged 143
		SP:Iteration 47Q (62458.050000 sec): 3 clusters
  Score: Raw -11366816.499577 + Penalty 13120.361262 = -11353696.138315
  nChanged 112
		SP:Iteration 48Q (62458.310000 sec): 3 clusters
  Score: Raw -11366849.532159 + Penalty 13120.361262 = -11353729.170897
  nChanged 98
		SP:Iteration 49Q (62458.570000 sec): 3 clusters
  Score: Raw -11366878.322285 + Penalty 13120.361262 = -11353757.961024
  nChanged 97
		SP:Iteration 50Q (62458.830000 sec): 3 clusters
  Score: Raw -11366907.832211 + Penalty 13120.361262 = -11353787.470950
  nChanged 87
		SP:Iteration 51Q (62459.090000 sec): 3 clusters
  Score: Raw -11366932.483717 + Penalty 13120.361262 = -11353812.122456
  nChanged 68
		SP:Iteration 52Q (62459.360000 sec): 3 clusters
  Score: Raw -11366952.343560 + Penalty 13120.361262 = -11353831.982298
  nChanged 61
		SP:Iteration 53Q (62459.630000 sec): 3 clusters
  Score: Raw -11366970.856247 + Penalty 13120.361262 = -11353850.494986
  nChanged 69
		SP:Iteration 54Q (62459.890000 sec): 3 clusters
  Score: Raw -11366990.761944 + Penalty 13120.361262 = -11353870.400682
  nChanged 59
		SP:Iteration 55Q (62460.160000 sec): 3 clusters
  Score: Raw -11367006.597394 + Penalty 13120.361262 = -11353886.236133
  nChanged 47
		SP:Iteration 56Q (62460.430000 sec): 3 clusters
  Score: Raw -11367019.462899 + Penalty 13120.361262 = -11353899.101637
  nChanged 51
		SP:Iteration 57Q (62460.690000 sec): 3 clusters
  Score: Raw -11367034.188068 + Penalty 13120.361262 = -11353913.826806
  nChanged 48
		SP:Iteration 58Q (62460.950000 sec): 3 clusters
  Score: Raw -11367049.615710 + Penalty 13120.361262 = -11353929.254448
  nChanged 47
		SP:Iteration 59Q (62461.220000 sec): 3 clusters
  Score: Raw -11367064.476334 + Penalty 13120.361262 = -11353944.115073
  nChanged 43
		SP:Iteration 60F (62461.550000 sec): 3 clusters
  Score: Raw -11367076.373843 + Penalty 13120.361262 = -11353956.012581
  nChanged 31
		SP:Iteration 61Q (62461.820000 sec): 3 clusters
  Score: Raw -11367084.539382 + Penalty 13120.361262 = -11353964.178120
  nChanged 27
		SP:Iteration 62Q (62462.090000 sec): 3 clusters
  Score: Raw -11367092.458394 + Penalty 13120.361262 = -11353972.097132
  nChanged 20
		SP:Iteration 63Q (62462.360000 sec): 3 clusters
  Score: Raw -11367098.427496 + Penalty 13120.361262 = -11353978.066235
  nChanged 29
		SP:Iteration 64Q (62462.620000 sec): 3 clusters
  Score: Raw -11367108.127826 + Penalty 13120.361262 = -11353987.766564
  nChanged 36
		SP:Iteration 65Q (62462.890000 sec): 3 clusters
  Score: Raw -11367117.666559 + Penalty 13120.361262 = -11353997.305297
  nChanged 29
		SP:Iteration 66Q (62463.150000 sec): 3 clusters
  Score: Raw -11367125.765846 + Penalty 13120.361262 = -11354005.404584
  nChanged 27
		SP:Iteration 67Q (62463.410000 sec): 3 clusters
  Score: Raw -11367133.651378 + Penalty 13120.361262 = -11354013.290116
  nChanged 18
		SP:Iteration 68Q (62463.670000 sec): 3 clusters
  Score: Raw -11367139.237038 + Penalty 13120.361262 = -11354018.875776
  nChanged 15
		SP:Iteration 69Q (62463.920000 sec): 3 clusters
  Score: Raw -11367143.224725 + Penalty 13120.361262 = -11354022.863463
  nChanged 20
		SP:Iteration 70Q (62464.180000 sec): 3 clusters
  Score: Raw -11367149.342000 + Penalty 13120.361262 = -11354028.980738
  nChanged 21
		SP:Iteration 71Q (62464.450000 sec): 3 clusters
  Score: Raw -11367154.700427 + Penalty 13120.361262 = -11354034.339165
  nChanged 17
		SP:Iteration 72Q (62464.710000 sec): 3 clusters
  Score: Raw -11367158.926007 + Penalty 13120.361262 = -11354038.564745
  nChanged 11
		SP:Iteration 73Q (62464.980000 sec): 3 clusters
  Score: Raw -11367161.185244 + Penalty 13120.361262 = -11354040.823983
  nChanged 10
		SP:Iteration 74Q (62465.240000 sec): 3 clusters
  Score: Raw -11367163.321166 + Penalty 13120.361262 = -11354042.959904
  nChanged 8
		SP:Iteration 75Q (62465.510000 sec): 3 clusters
  Score: Raw -11367164.949827 + Penalty 13120.361262 = -11354044.588565
  nChanged 10
		SP:Iteration 76Q (62465.770000 sec): 3 clusters
  Score: Raw -11367167.098973 + Penalty 13120.361262 = -11354046.737712
  nChanged 4
		SP:Iteration 77Q (62466.040000 sec): 3 clusters
  Score: Raw -11367168.531409 + Penalty 13120.361262 = -11354048.170147
  nChanged 9
		SP:Iteration 78Q (62466.310000 sec): 3 clusters
  Score: Raw -11367171.174182 + Penalty 13120.361262 = -11354050.812920
  nChanged 7
		SP:Iteration 79Q (62466.570000 sec): 3 clusters
  Score: Raw -11367172.522397 + Penalty 13120.361262 = -11354052.161135
  nChanged 6
		SP:Iteration 80F (62466.920000 sec): 3 clusters
  Score: Raw -11367174.074668 + Penalty 13120.361262 = -11354053.713407
  nChanged 6
		SP:Iteration 81Q (62467.180000 sec): 3 clusters
  Score: Raw -11367175.481774 + Penalty 13120.361262 = -11354055.120513
  nChanged 3
		SP:Iteration 82Q (62467.440000 sec): 3 clusters
  Score: Raw -11367176.392801 + Penalty 13120.361262 = -11354056.031539
  nChanged 6
		SP:Iteration 83Q (62467.710000 sec): 3 clusters
  Score: Raw -11367178.500441 + Penalty 13120.361262 = -11354058.139179
  nChanged 8
		SP:Iteration 84Q (62467.980000 sec): 3 clusters
  Score: Raw -11367180.459511 + Penalty 13120.361262 = -11354060.098249
  nChanged 9
		SP:Iteration 85Q (62468.240000 sec): 3 clusters
  Score: Raw -11367182.577981 + Penalty 13120.361262 = -11354062.216720
  nChanged 8
		SP:Iteration 86Q (62468.510000 sec): 3 clusters
  Score: Raw -11367184.750771 + Penalty 13120.361262 = -11354064.389509
  nChanged 11
		SP:Iteration 87Q (62468.770000 sec): 3 clusters
  Score: Raw -11367187.912570 + Penalty 13120.361262 = -11354067.551308
  nChanged 10
		SP:Iteration 88Q (62469.030000 sec): 3 clusters
  Score: Raw -11367190.165404 + Penalty 13120.361262 = -11354069.804142
  nChanged 5
		SP:Iteration 89Q (62469.290000 sec): 3 clusters
  Score: Raw -11367191.568784 + Penalty 13120.361262 = -11354071.207522
  nChanged 5
		SP:Iteration 90Q (62469.540000 sec): 3 clusters
  Score: Raw -11367193.289714 + Penalty 13120.361262 = -11354072.928452
  nChanged 3
		SP:Iteration 91Q (62469.790000 sec): 3 clusters
  Score: Raw -11367194.191773 + Penalty 13120.361262 = -11354073.830512
  nChanged 4
		SP:Iteration 92Q (62470.050000 sec): 3 clusters
  Score: Raw -11367195.373653 + Penalty 13120.361262 = -11354075.012391
  nChanged 5
		SP:Iteration 93Q (62470.310000 sec): 3 clusters
  Score: Raw -11367196.628683 + Penalty 13120.361262 = -11354076.267421
  nChanged 4
		SP:Iteration 94Q (62470.560000 sec): 3 clusters
  Score: Raw -11367198.046215 + Penalty 13120.361262 = -11354077.684954
  nChanged 6
		SP:Iteration 95Q (62470.820000 sec): 3 clusters
  Score: Raw -11367199.853435 + Penalty 13120.361262 = -11354079.492173
  nChanged 7
		SP:Iteration 96Q (62471.070000 sec): 3 clusters
  Score: Raw -11367201.337036 + Penalty 13120.361262 = -11354080.975774
  nChanged 8
		SP:Iteration 97Q (62471.320000 sec): 3 clusters
  Score: Raw -11367203.334609 + Penalty 13120.361262 = -11354082.973347
  nChanged 4
		SP:Iteration 98Q (62471.580000 sec): 3 clusters
  Score: Raw -11367204.158309 + Penalty 13120.361262 = -11354083.797047
  nChanged 1
		SP:Iteration 99Q (62471.830000 sec): 3 clusters
  Score: Raw -11367204.430653 + Penalty 13120.361262 = -11354084.069391
  nChanged 1
		SP:Iteration 100F (62472.150000 sec): 3 clusters
  Score: Raw -11367204.715807 + Penalty 13120.361262 = -11354084.354545
  nChanged 1
		SP:Iteration 101Q (62472.400000 sec): 3 clusters
  Score: Raw -11367204.930766 + Penalty 13120.361262 = -11354084.569504
  nChanged 2
		SP:Iteration 102Q (62472.650000 sec): 3 clusters
  Score: Raw -11367205.281955 + Penalty 13120.361262 = -11354084.920693
  nChanged 3
		SP:Iteration 103Q (62472.900000 sec): 3 clusters
  Score: Raw -11367206.221936 + Penalty 13120.361262 = -11354085.860675
  nChanged 2
		SP:Iteration 104Q (62473.160000 sec): 3 clusters
  Score: Raw -11367206.624782 + Penalty 13120.361262 = -11354086.263520
  nChanged 1
		SP:Iteration 105Q (62473.410000 sec): 3 clusters
  Score: Raw -11367206.889507 + Penalty 13120.361262 = -11354086.528245
  nChanged 1
		SP:Iteration 106Q (62473.660000 sec): 3 clusters
  Score: Raw -11367207.032509 + Penalty 13120.361262 = -11354086.671247
  nChanged 0
		SP:Iteration 107F (62473.990000 sec): 3 clusters
  Score: Raw -11367207.032509 + Penalty 13120.361262 = -11354086.671247
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (36450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62474.210000 sec): 2 clusters
  Score: Raw -9723982.765805 + Penalty 6433.514252 = -9717549.251553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62474.470000 sec): 3 clusters
  Score: Raw -9703328.874163 + Penalty 12867.028503 = -9690461.845659
  nChanged 15709
		SP:Iteration 1F (62474.750000 sec): 3 clusters
  Score: Raw -9711800.581661 + Penalty 12867.028503 = -9698933.553157
  nChanged 2127
		SP:Iteration 2F (62475.010000 sec): 3 clusters
  Score: Raw -9712710.328619 + Penalty 12867.028503 = -9699843.300115
  nChanged 1827
		SP:Iteration 3F (62475.290000 sec): 3 clusters
  Score: Raw -9713567.736091 + Penalty 12867.028503 = -9700700.707588
  nChanged 1852
		SP:Iteration 4F (62475.550000 sec): 3 clusters
  Score: Raw -9714723.171742 + Penalty 12867.028503 = -9701856.143239
  nChanged 2216
		SP:Iteration 5F (62475.820000 sec): 3 clusters
  Score: Raw -9716435.993803 + Penalty 12867.028503 = -9703568.965299
  nChanged 2546
		SP:Iteration 6F (62476.090000 sec): 3 clusters
  Score: Raw -9718788.160945 + Penalty 12867.028503 = -9705921.132441
  nChanged 2903
		SP:Iteration 7F (62476.360000 sec): 3 clusters
  Score: Raw -9721393.203007 + Penalty 12867.028503 = -9708526.174504
  nChanged 2574
		SP:Iteration 8F (62476.630000 sec): 3 clusters
  Score: Raw -9723245.829338 + Penalty 12867.028503 = -9710378.800835
  nChanged 1877
		SP:Iteration 9F (62476.890000 sec): 3 clusters
  Score: Raw -9724305.680226 + Penalty 12867.028503 = -9711438.651723
  nChanged 1284
		SP:Iteration 10Q (62477.160000 sec): 3 clusters
  Score: Raw -9724809.647271 + Penalty 12867.028503 = -9711942.618768
  nChanged 778
		SP:Iteration 11Q (62477.430000 sec): 3 clusters
  Score: Raw -9725048.142005 + Penalty 12867.028503 = -9712181.113501
  nChanged 542
		SP:Iteration 12Q (62477.700000 sec): 3 clusters
  Score: Raw -9725197.356631 + Penalty 12867.028503 = -9712330.328128
  nChanged 413
		SP:Iteration 13Q (62477.960000 sec): 3 clusters
  Score: Raw -9725303.328689 + Penalty 12867.028503 = -9712436.300186
  nChanged 307
		SP:Iteration 14Q (62478.230000 sec): 3 clusters
  Score: Raw -9725375.595794 + Penalty 12867.028503 = -9712508.567290
  nChanged 247
		SP:Iteration 15Q (62478.490000 sec): 3 clusters
  Score: Raw -9725434.629281 + Penalty 12867.028503 = -9712567.600778
  nChanged 265
		SP:Iteration 16Q (62478.750000 sec): 3 clusters
  Score: Raw -9725499.971799 + Penalty 12867.028503 = -9712632.943296
  nChanged 229
		SP:Iteration 17Q (62479.020000 sec): 3 clusters
  Score: Raw -9725548.973489 + Penalty 12867.028503 = -9712681.944985
  nChanged 177
		SP:Iteration 18Q (62479.280000 sec): 3 clusters
  Score: Raw -9725587.355689 + Penalty 12867.028503 = -9712720.327185
  nChanged 170
		SP:Iteration 19Q (62479.540000 sec): 3 clusters
  Score: Raw -9725624.722058 + Penalty 12867.028503 = -9712757.693554
  nChanged 185
		SP:Iteration 20F (62479.800000 sec): 3 clusters
  Score: Raw -9725668.815262 + Penalty 12867.028503 = -9712801.786759
  nChanged 185
		SP:Iteration 21Q (62480.070000 sec): 3 clusters
  Score: Raw -9725714.543721 + Penalty 12867.028503 = -9712847.515218
  nChanged 206
		SP:Iteration 22Q (62480.330000 sec): 3 clusters
  Score: Raw -9725763.365731 + Penalty 12867.028503 = -9712896.337228
  nChanged 204
		SP:Iteration 23Q (62480.590000 sec): 3 clusters
  Score: Raw -9725812.359330 + Penalty 12867.028503 = -9712945.330827
  nChanged 207
		SP:Iteration 24Q (62480.860000 sec): 3 clusters
  Score: Raw -9725868.549986 + Penalty 12867.028503 = -9713001.521483
  nChanged 208
		SP:Iteration 25Q (62481.120000 sec): 3 clusters
  Score: Raw -9725925.387898 + Penalty 12867.028503 = -9713058.359395
  nChanged 210
		SP:Iteration 26Q (62481.380000 sec): 3 clusters
  Score: Raw -9725982.568180 + Penalty 12867.028503 = -9713115.539676
  nChanged 195
		SP:Iteration 27Q (62481.640000 sec): 3 clusters
  Score: Raw -9726036.661086 + Penalty 12867.028503 = -9713169.632583
  nChanged 187
		SP:Iteration 28Q (62481.900000 sec): 3 clusters
  Score: Raw -9726090.009731 + Penalty 12867.028503 = -9713222.981228
  nChanged 177
		SP:Iteration 29Q (62482.160000 sec): 3 clusters
  Score: Raw -9726144.510014 + Penalty 12867.028503 = -9713277.481511
  nChanged 195
		SP:Iteration 30Q (62482.420000 sec): 3 clusters
  Score: Raw -9726209.869168 + Penalty 12867.028503 = -9713342.840665
  nChanged 200
		SP:Iteration 31Q (62482.690000 sec): 3 clusters
  Score: Raw -9726271.234367 + Penalty 12867.028503 = -9713404.205864
  nChanged 199
		SP:Iteration 32Q (62482.940000 sec): 3 clusters
  Score: Raw -9726330.323761 + Penalty 12867.028503 = -9713463.295258
  nChanged 187
		SP:Iteration 33Q (62483.200000 sec): 3 clusters
  Score: Raw -9726388.358374 + Penalty 12867.028503 = -9713521.329870
  nChanged 193
		SP:Iteration 34Q (62483.460000 sec): 3 clusters
  Score: Raw -9726455.975863 + Penalty 12867.028503 = -9713588.947359
  nChanged 223
		SP:Iteration 35Q (62483.720000 sec): 3 clusters
  Score: Raw -9726533.186714 + Penalty 12867.028503 = -9713666.158211
  nChanged 185
		SP:Iteration 36Q (62483.970000 sec): 3 clusters
  Score: Raw -9726602.352203 + Penalty 12867.028503 = -9713735.323700
  nChanged 204
		SP:Iteration 37Q (62484.220000 sec): 3 clusters
  Score: Raw -9726685.663650 + Penalty 12867.028503 = -9713818.635147
  nChanged 212
		SP:Iteration 38Q (62484.480000 sec): 3 clusters
  Score: Raw -9726764.951198 + Penalty 12867.028503 = -9713897.922695
  nChanged 210
		SP:Iteration 39Q (62484.720000 sec): 3 clusters
  Score: Raw -9726861.681107 + Penalty 12867.028503 = -9713994.652604
  nChanged 226
		SP:Iteration 40F (62484.990000 sec): 3 clusters
  Score: Raw -9726971.686980 + Penalty 12867.028503 = -9714104.658476
  nChanged 210
		SP:Iteration 41Q (62485.240000 sec): 3 clusters
  Score: Raw -9727085.653221 + Penalty 12867.028503 = -9714218.624718
  nChanged 210
		SP:Iteration 42Q (62485.480000 sec): 3 clusters
  Score: Raw -9727190.354685 + Penalty 12867.028503 = -9714323.326181
  nChanged 191
		SP:Iteration 43Q (62485.740000 sec): 3 clusters
  Score: Raw -9727276.308129 + Penalty 12867.028503 = -9714409.279626
  nChanged 192
		SP:Iteration 44Q (62485.980000 sec): 3 clusters
  Score: Raw -9727364.813871 + Penalty 12867.028503 = -9714497.785368
  nChanged 184
		SP:Iteration 45Q (62486.230000 sec): 3 clusters
  Score: Raw -9727452.290772 + Penalty 12867.028503 = -9714585.262268
  nChanged 170
		SP:Iteration 46Q (62486.460000 sec): 3 clusters
  Score: Raw -9727529.042260 + Penalty 12867.028503 = -9714662.013757
  nChanged 136
		SP:Iteration 47Q (62486.690000 sec): 3 clusters
  Score: Raw -9727592.081867 + Penalty 12867.028503 = -9714725.053364
  nChanged 133
		SP:Iteration 48Q (62486.920000 sec): 3 clusters
  Score: Raw -9727651.898717 + Penalty 12867.028503 = -9714784.870214
  nChanged 114
		SP:Iteration 49Q (62487.150000 sec): 3 clusters
  Score: Raw -9727704.768457 + Penalty 12867.028503 = -9714837.739954
  nChanged 97
		SP:Iteration 50Q (62487.370000 sec): 3 clusters
  Score: Raw -9727753.637025 + Penalty 12867.028503 = -9714886.608522
  nChanged 88
		SP:Iteration 51Q (62487.590000 sec): 3 clusters
  Score: Raw -9727797.459631 + Penalty 12867.028503 = -9714930.431128
  nChanged 88
		SP:Iteration 52Q (62487.810000 sec): 3 clusters
  Score: Raw -9727842.029958 + Penalty 12867.028503 = -9714975.001454
  nChanged 72
		SP:Iteration 53Q (62488.030000 sec): 3 clusters
  Score: Raw -9727871.656285 + Penalty 12867.028503 = -9715004.627782
  nChanged 62
		SP:Iteration 54Q (62488.250000 sec): 3 clusters
  Score: Raw -9727898.177719 + Penalty 12867.028503 = -9715031.149215
  nChanged 58
		SP:Iteration 55Q (62488.470000 sec): 3 clusters
  Score: Raw -9727919.924382 + Penalty 12867.028503 = -9715052.895878
  nChanged 42
		SP:Iteration 56Q (62488.690000 sec): 3 clusters
  Score: Raw -9727932.152638 + Penalty 12867.028503 = -9715065.124135
  nChanged 38
		SP:Iteration 57Q (62488.910000 sec): 3 clusters
  Score: Raw -9727943.899978 + Penalty 12867.028503 = -9715076.871474
  nChanged 39
		SP:Iteration 58Q (62489.130000 sec): 3 clusters
  Score: Raw -9727954.043061 + Penalty 12867.028503 = -9715087.014557
  nChanged 33
		SP:Iteration 59Q (62489.360000 sec): 3 clusters
  Score: Raw -9727962.186701 + Penalty 12867.028503 = -9715095.158198
  nChanged 27
		SP:Iteration 60F (62489.630000 sec): 3 clusters
  Score: Raw -9727968.230755 + Penalty 12867.028503 = -9715101.202252
  nChanged 15
		SP:Iteration 61Q (62489.850000 sec): 3 clusters
  Score: Raw -9727972.016434 + Penalty 12867.028503 = -9715104.987931
  nChanged 16
		SP:Iteration 62Q (62490.070000 sec): 3 clusters
  Score: Raw -9727976.784804 + Penalty 12867.028503 = -9715109.756301
  nChanged 26
		SP:Iteration 63Q (62490.280000 sec): 3 clusters
  Score: Raw -9727983.837976 + Penalty 12867.028503 = -9715116.809473
  nChanged 14
		SP:Iteration 64Q (62490.500000 sec): 3 clusters
  Score: Raw -9727986.914485 + Penalty 12867.028503 = -9715119.885981
  nChanged 16
		SP:Iteration 65Q (62490.720000 sec): 3 clusters
  Score: Raw -9727990.563341 + Penalty 12867.028503 = -9715123.534837
  nChanged 13
		SP:Iteration 66Q (62490.940000 sec): 3 clusters
  Score: Raw -9727992.708895 + Penalty 12867.028503 = -9715125.680391
  nChanged 12
		SP:Iteration 67Q (62491.160000 sec): 3 clusters
  Score: Raw -9727995.063354 + Penalty 12867.028503 = -9715128.034851
  nChanged 13
		SP:Iteration 68Q (62491.380000 sec): 3 clusters
  Score: Raw -9727997.777374 + Penalty 12867.028503 = -9715130.748870
  nChanged 14
		SP:Iteration 69Q (62491.600000 sec): 3 clusters
  Score: Raw -9728000.969136 + Penalty 12867.028503 = -9715133.940632
  nChanged 14
		SP:Iteration 70Q (62491.820000 sec): 3 clusters
  Score: Raw -9728004.198317 + Penalty 12867.028503 = -9715137.169814
  nChanged 9
		SP:Iteration 71Q (62492.040000 sec): 3 clusters
  Score: Raw -9728006.722621 + Penalty 12867.028503 = -9715139.694117
  nChanged 9
		SP:Iteration 72Q (62492.260000 sec): 3 clusters
  Score: Raw -9728008.542393 + Penalty 12867.028503 = -9715141.513890
  nChanged 6
		SP:Iteration 73Q (62492.470000 sec): 3 clusters
  Score: Raw -9728009.966728 + Penalty 12867.028503 = -9715142.938225
  nChanged 7
		SP:Iteration 74Q (62492.690000 sec): 3 clusters
  Score: Raw -9728011.390772 + Penalty 12867.028503 = -9715144.362269
  nChanged 8
		SP:Iteration 75Q (62492.910000 sec): 3 clusters
  Score: Raw -9728013.128592 + Penalty 12867.028503 = -9715146.100088
  nChanged 4
		SP:Iteration 76Q (62493.130000 sec): 3 clusters
  Score: Raw -9728014.234763 + Penalty 12867.028503 = -9715147.206260
  nChanged 2
		SP:Iteration 77Q (62493.340000 sec): 3 clusters
  Score: Raw -9728014.647209 + Penalty 12867.028503 = -9715147.618706
  nChanged 4
		SP:Iteration 78Q (62493.560000 sec): 3 clusters
  Score: Raw -9728015.397409 + Penalty 12867.028503 = -9715148.368905
  nChanged 2
		SP:Iteration 79Q (62493.790000 sec): 3 clusters
  Score: Raw -9728015.824603 + Penalty 12867.028503 = -9715148.796099
  nChanged 2
		SP:Iteration 80F (62494.060000 sec): 3 clusters
  Score: Raw -9728016.277031 + Penalty 12867.028503 = -9715149.248527
  nChanged 2
		SP:Iteration 81Q (62494.280000 sec): 3 clusters
  Score: Raw -9728016.907154 + Penalty 12867.028503 = -9715149.878651
  nChanged 6
		SP:Iteration 82Q (62494.500000 sec): 3 clusters
  Score: Raw -9728018.558620 + Penalty 12867.028503 = -9715151.530117
  nChanged 7
		SP:Iteration 83Q (62494.720000 sec): 3 clusters
  Score: Raw -9728020.648948 + Penalty 12867.028503 = -9715153.620445
  nChanged 8
		SP:Iteration 84Q (62494.940000 sec): 3 clusters
  Score: Raw -9728023.014191 + Penalty 12867.028503 = -9715155.985687
  nChanged 7
		SP:Iteration 85Q (62495.160000 sec): 3 clusters
  Score: Raw -9728024.700375 + Penalty 12867.028503 = -9715157.671871
  nChanged 7
		SP:Iteration 86Q (62495.370000 sec): 3 clusters
  Score: Raw -9728026.117645 + Penalty 12867.028503 = -9715159.089141
  nChanged 6
		SP:Iteration 87Q (62495.590000 sec): 3 clusters
  Score: Raw -9728027.413526 + Penalty 12867.028503 = -9715160.385022
  nChanged 4
		SP:Iteration 88Q (62495.810000 sec): 3 clusters
  Score: Raw -9728028.337371 + Penalty 12867.028503 = -9715161.308868
  nChanged 2
		SP:Iteration 89Q (62496.030000 sec): 3 clusters
  Score: Raw -9728028.676075 + Penalty 12867.028503 = -9715161.647571
  nChanged 0
		SP:Iteration 90F (62496.300000 sec): 3 clusters
  Score: Raw -9728028.676075 + Penalty 12867.028503 = -9715161.647571
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (125692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62497.120000 sec): 2 clusters
  Score: Raw -33653227.350821 + Penalty 7191.723721 = -33646035.627100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62498.080000 sec): 3 clusters
  Score: Raw -33575576.769278 + Penalty 14383.447442 = -33561193.321836
  nChanged 57638
		SP:Iteration 1F (62499.030000 sec): 3 clusters
  Score: Raw -33607428.369284 + Penalty 14383.447442 = -33593044.921841
  nChanged 4829
		SP:Iteration 2Q (62500.000000 sec): 3 clusters
  Score: Raw -33608632.534224 + Penalty 14383.447442 = -33594249.086781
  nChanged 4359
		SP:Iteration 3Q (62500.970000 sec): 3 clusters
  Score: Raw -33609700.398260 + Penalty 14383.447442 = -33595316.950818
  nChanged 4169
		SP:Iteration 4Q (62501.930000 sec): 3 clusters
  Score: Raw -33610690.520126 + Penalty 14383.447442 = -33596307.072684
  nChanged 3836
		SP:Iteration 5Q (62502.900000 sec): 3 clusters
  Score: Raw -33611619.685760 + Penalty 14383.447442 = -33597236.238318
  nChanged 3844
		SP:Iteration 6Q (62503.870000 sec): 3 clusters
  Score: Raw -33612620.589134 + Penalty 14383.447442 = -33598237.141692
  nChanged 4025
		SP:Iteration 7Q (62504.830000 sec): 3 clusters
  Score: Raw -33613772.816575 + Penalty 14383.447442 = -33599389.369133
  nChanged 4373
		SP:Iteration 8Q (62505.800000 sec): 3 clusters
  Score: Raw -33615222.326277 + Penalty 14383.447442 = -33600838.878834
  nChanged 4851
		SP:Iteration 9Q (62506.760000 sec): 3 clusters
  Score: Raw -33617042.052175 + Penalty 14383.447442 = -33602658.604732
  nChanged 5458
		SP:Iteration 10Q (62507.680000 sec): 3 clusters
  Score: Raw -33619409.068063 + Penalty 14383.447442 = -33605025.620621
  nChanged 6123
		SP:Iteration 11Q (62508.610000 sec): 3 clusters
  Score: Raw -33622344.097135 + Penalty 14383.447442 = -33607960.649692
  nChanged 6402
		SP:Iteration 12F (62509.520000 sec): 3 clusters
  Score: Raw -33625722.942507 + Penalty 14383.447442 = -33611339.495064
  nChanged 6388
		SP:Iteration 13F (62510.430000 sec): 3 clusters
  Score: Raw -33629454.634977 + Penalty 14383.447442 = -33615071.187535
  nChanged 6329
		SP:Iteration 14F (62511.340000 sec): 3 clusters
  Score: Raw -33633346.188587 + Penalty 14383.447442 = -33618962.741145
  nChanged 5869
		SP:Iteration 15Q (62512.260000 sec): 3 clusters
  Score: Raw -33637125.848212 + Penalty 14383.447442 = -33622742.400769
  nChanged 5321
		SP:Iteration 16Q (62513.160000 sec): 3 clusters
  Score: Raw -33640654.007713 + Penalty 14383.447442 = -33626270.560271
  nChanged 4692
		SP:Iteration 17Q (62514.040000 sec): 3 clusters
  Score: Raw -33643844.622498 + Penalty 14383.447442 = -33629461.175056
  nChanged 4002
		SP:Iteration 18Q (62514.890000 sec): 3 clusters
  Score: Raw -33646544.738887 + Penalty 14383.447442 = -33632161.291445
  nChanged 3188
		SP:Iteration 19Q (62515.700000 sec): 3 clusters
  Score: Raw -33648690.337489 + Penalty 14383.447442 = -33634306.890046
  nChanged 2439
		SP:Iteration 20F (62516.610000 sec): 3 clusters
  Score: Raw -33650337.508488 + Penalty 14383.447442 = -33635954.061045
  nChanged 1790
		SP:Iteration 21Q (62517.350000 sec): 3 clusters
  Score: Raw -33651543.889430 + Penalty 14383.447442 = -33637160.441988
  nChanged 1226
		SP:Iteration 22Q (62518.060000 sec): 3 clusters
  Score: Raw -33652355.118969 + Penalty 14383.447442 = -33637971.671526
  nChanged 807
		SP:Iteration 23Q (62518.760000 sec): 3 clusters
  Score: Raw -33652888.922310 + Penalty 14383.447442 = -33638505.474867
  nChanged 527
		SP:Iteration 24Q (62519.430000 sec): 3 clusters
  Score: Raw -33653231.197851 + Penalty 14383.447442 = -33638847.750409
  nChanged 362
		SP:Iteration 25Q (62520.090000 sec): 3 clusters
  Score: Raw -33653490.993164 + Penalty 14383.447442 = -33639107.545722
  nChanged 235
		SP:Iteration 26Q (62520.760000 sec): 3 clusters
  Score: Raw -33653648.912328 + Penalty 14383.447442 = -33639265.464885
  nChanged 158
		SP:Iteration 27Q (62521.430000 sec): 3 clusters
  Score: Raw -33653752.036727 + Penalty 14383.447442 = -33639368.589285
  nChanged 115
		SP:Iteration 28Q (62522.100000 sec): 3 clusters
  Score: Raw -33653831.382159 + Penalty 14383.447442 = -33639447.934717
  nChanged 90
		SP:Iteration 29Q (62522.760000 sec): 3 clusters
  Score: Raw -33653895.637544 + Penalty 14383.447442 = -33639512.190102
  nChanged 75
		SP:Iteration 30Q (62523.430000 sec): 3 clusters
  Score: Raw -33653947.801056 + Penalty 14383.447442 = -33639564.353614
  nChanged 57
		SP:Iteration 31Q (62524.090000 sec): 3 clusters
  Score: Raw -33653991.291041 + Penalty 14383.447442 = -33639607.843598
  nChanged 47
		SP:Iteration 32Q (62524.750000 sec): 3 clusters
  Score: Raw -33654025.928505 + Penalty 14383.447442 = -33639642.481062
  nChanged 33
		SP:Iteration 33Q (62525.380000 sec): 3 clusters
  Score: Raw -33654044.378772 + Penalty 14383.447442 = -33639660.931329
  nChanged 24
		SP:Iteration 34Q (62526.020000 sec): 3 clusters
  Score: Raw -33654059.608693 + Penalty 14383.447442 = -33639676.161250
  nChanged 15
		SP:Iteration 35Q (62526.640000 sec): 3 clusters
  Score: Raw -33654070.026485 + Penalty 14383.447442 = -33639686.579042
  nChanged 14
		SP:Iteration 36Q (62527.270000 sec): 3 clusters
  Score: Raw -33654077.325263 + Penalty 14383.447442 = -33639693.877820
  nChanged 12
		SP:Iteration 37Q (62527.890000 sec): 3 clusters
  Score: Raw -33654084.827268 + Penalty 14383.447442 = -33639701.379826
  nChanged 9
		SP:Iteration 38Q (62528.520000 sec): 3 clusters
  Score: Raw -33654090.648343 + Penalty 14383.447442 = -33639707.200900
  nChanged 5
		SP:Iteration 39Q (62529.140000 sec): 3 clusters
  Score: Raw -33654093.169256 + Penalty 14383.447442 = -33639709.721814
  nChanged 4
		SP:Iteration 40F (62530.040000 sec): 3 clusters
  Score: Raw -33654096.651661 + Penalty 14383.447442 = -33639713.204218
  nChanged 5
		SP:Iteration 41Q (62530.680000 sec): 3 clusters
  Score: Raw -33654099.796481 + Penalty 14383.447442 = -33639716.349038
  nChanged 5
		SP:Iteration 42Q (62531.320000 sec): 3 clusters
  Score: Raw -33654102.822235 + Penalty 14383.447442 = -33639719.374792
  nChanged 6
		SP:Iteration 43Q (62532.000000 sec): 3 clusters
  Score: Raw -33654106.052540 + Penalty 14383.447442 = -33639722.605098
  nChanged 3
		SP:Iteration 44Q (62532.650000 sec): 3 clusters
  Score: Raw -33654107.978938 + Penalty 14383.447442 = -33639724.531496
  nChanged 1
		SP:Iteration 45Q (62533.300000 sec): 3 clusters
  Score: Raw -33654108.598141 + Penalty 14383.447442 = -33639725.150698
  nChanged 3
		SP:Iteration 46Q (62533.920000 sec): 3 clusters
  Score: Raw -33654109.709298 + Penalty 14383.447442 = -33639726.261856
  nChanged 2
		SP:Iteration 47Q (62534.570000 sec): 3 clusters
  Score: Raw -33654110.468478 + Penalty 14383.447442 = -33639727.021035
  nChanged 1
		SP:Iteration 48Q (62535.220000 sec): 3 clusters
  Score: Raw -33654110.968525 + Penalty 14383.447442 = -33639727.521083
  nChanged 2
		SP:Iteration 49Q (62535.880000 sec): 3 clusters
  Score: Raw -33654112.351467 + Penalty 14383.447442 = -33639728.904024
  nChanged 6
		SP:Iteration 50Q (62536.530000 sec): 3 clusters
  Score: Raw -33654115.863161 + Penalty 14383.447442 = -33639732.415718
  nChanged 3
		SP:Iteration 51Q (62537.180000 sec): 3 clusters
  Score: Raw -33654117.410644 + Penalty 14383.447442 = -33639733.963201
  nChanged 2
		SP:Iteration 52Q (62537.840000 sec): 3 clusters
  Score: Raw -33654118.946437 + Penalty 14383.447442 = -33639735.498995
  nChanged 4
		SP:Iteration 53Q (62538.460000 sec): 3 clusters
  Score: Raw -33654122.003603 + Penalty 14383.447442 = -33639738.556160
  nChanged 2
		SP:Iteration 54Q (62539.110000 sec): 3 clusters
  Score: Raw -33654124.420679 + Penalty 14383.447442 = -33639740.973237
  nChanged 5
		SP:Iteration 55Q (62539.770000 sec): 3 clusters
  Score: Raw -33654127.360772 + Penalty 14383.447442 = -33639743.913329
  nChanged 0
		SP:Iteration 56F (62540.700000 sec): 3 clusters
  Score: Raw -33654127.360772 + Penalty 14383.447442 = -33639743.913329
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62540.800000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62540.800000 sec): 3 clusters
  Score: Raw -45430.308672 + Penalty 6508.677324 = -38921.631348
  nChanged 4
		SP:Iteration 1Q (62540.800000 sec): 3 clusters
  Score: Raw -45450.048538 + Penalty 6508.677324 = -38941.371214
  nChanged 0
		SP:Iteration 2F (62540.800000 sec): 3 clusters
  Score: Raw -45450.048538 + Penalty 6508.677324 = -38941.371214
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62540.810000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62540.810000 sec): 3 clusters
  Score: Raw -136458.705945 + Penalty 7674.993986 = -128783.711960
  nChanged 41
		SP:Iteration 1F (62540.820000 sec): 3 clusters
  Score: Raw -136672.508835 + Penalty 7674.993986 = -128997.514850
  nChanged 13
		SP:Iteration 2Q (62540.830000 sec): 3 clusters
  Score: Raw -136737.827048 + Penalty 7674.993986 = -129062.833062
  nChanged 6
		SP:Iteration 3Q (62540.830000 sec): 3 clusters
  Score: Raw -136804.748983 + Penalty 7674.993986 = -129129.754997
  nChanged 2
		SP:Iteration 4Q (62540.830000 sec): 3 clusters
  Score: Raw -136813.813560 + Penalty 7674.993986 = -129138.819575
  nChanged 0
		SP:Iteration 5F (62540.840000 sec): 3 clusters
  Score: Raw -136813.813560 + Penalty 7674.993986 = -129138.819575
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (104669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62541.550000 sec): 2 clusters
  Score: Raw -27956723.106948 + Penalty 7079.616940 = -27949643.490008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62542.350000 sec): 3 clusters
  Score: Raw -27892500.865267 + Penalty 14159.233879 = -27878341.631387
  nChanged 47876
		SP:Iteration 1F (62543.150000 sec): 3 clusters
  Score: Raw -27919224.866497 + Penalty 14159.233879 = -27905065.632618
  nChanged 4891
		SP:Iteration 2Q (62543.960000 sec): 3 clusters
  Score: Raw -27921013.033745 + Penalty 14159.233879 = -27906853.799866
  nChanged 4930
		SP:Iteration 3Q (62544.770000 sec): 3 clusters
  Score: Raw -27923156.418466 + Penalty 14159.233879 = -27908997.184587
  nChanged 5300
		SP:Iteration 4F (62545.560000 sec): 3 clusters
  Score: Raw -27925714.019663 + Penalty 14159.233879 = -27911554.785783
  nChanged 5498
		SP:Iteration 5F (62546.330000 sec): 3 clusters
  Score: Raw -27928489.199248 + Penalty 14159.233879 = -27914329.965369
  nChanged 5531
		SP:Iteration 6F (62547.090000 sec): 3 clusters
  Score: Raw -27931234.463486 + Penalty 14159.233879 = -27917075.229607
  nChanged 5555
		SP:Iteration 7F (62547.890000 sec): 3 clusters
  Score: Raw -27933994.573017 + Penalty 14159.233879 = -27919835.339137
  nChanged 5462
		SP:Iteration 8F (62548.690000 sec): 3 clusters
  Score: Raw -27936831.995566 + Penalty 14159.233879 = -27922672.761686
  nChanged 5473
		SP:Iteration 9F (62549.500000 sec): 3 clusters
  Score: Raw -27939866.292723 + Penalty 14159.233879 = -27925707.058844
  nChanged 5159
		SP:Iteration 10Q (62550.290000 sec): 3 clusters
  Score: Raw -27942856.891169 + Penalty 14159.233879 = -27928697.657290
  nChanged 4721
		SP:Iteration 11Q (62551.050000 sec): 3 clusters
  Score: Raw -27945753.230304 + Penalty 14159.233879 = -27931593.996425
  nChanged 4253
		SP:Iteration 12Q (62551.800000 sec): 3 clusters
  Score: Raw -27948525.023845 + Penalty 14159.233879 = -27934365.789965
  nChanged 3613
		SP:Iteration 13Q (62552.550000 sec): 3 clusters
  Score: Raw -27951039.468801 + Penalty 14159.233879 = -27936880.234922
  nChanged 2921
		SP:Iteration 14Q (62553.290000 sec): 3 clusters
  Score: Raw -27953264.486894 + Penalty 14159.233879 = -27939105.253015
  nChanged 2161
		SP:Iteration 15Q (62554.010000 sec): 3 clusters
  Score: Raw -27954995.305359 + Penalty 14159.233879 = -27940836.071479
  nChanged 1329
		SP:Iteration 16Q (62554.690000 sec): 3 clusters
  Score: Raw -27956051.106181 + Penalty 14159.233879 = -27941891.872301
  nChanged 743
		SP:Iteration 17Q (62555.330000 sec): 3 clusters
  Score: Raw -27956623.993120 + Penalty 14159.233879 = -27942464.759241
  nChanged 400
		SP:Iteration 18Q (62555.950000 sec): 3 clusters
  Score: Raw -27956963.260615 + Penalty 14159.233879 = -27942804.026735
  nChanged 297
		SP:Iteration 19Q (62556.550000 sec): 3 clusters
  Score: Raw -27957221.223453 + Penalty 14159.233879 = -27943061.989573
  nChanged 184
		SP:Iteration 20F (62557.310000 sec): 3 clusters
  Score: Raw -27957382.166461 + Penalty 14159.233879 = -27943222.932581
  nChanged 119
		SP:Iteration 21Q (62557.890000 sec): 3 clusters
  Score: Raw -27957487.228062 + Penalty 14159.233879 = -27943327.994182
  nChanged 85
		SP:Iteration 22Q (62558.450000 sec): 3 clusters
  Score: Raw -27957556.510511 + Penalty 14159.233879 = -27943397.276631
  nChanged 49
		SP:Iteration 23Q (62559.010000 sec): 3 clusters
  Score: Raw -27957593.975282 + Penalty 14159.233879 = -27943434.741402
  nChanged 39
		SP:Iteration 24Q (62559.570000 sec): 3 clusters
  Score: Raw -27957622.050731 + Penalty 14159.233879 = -27943462.816852
  nChanged 30
		SP:Iteration 25Q (62560.130000 sec): 3 clusters
  Score: Raw -27957645.428020 + Penalty 14159.233879 = -27943486.194141
  nChanged 21
		SP:Iteration 26Q (62560.680000 sec): 3 clusters
  Score: Raw -27957661.768293 + Penalty 14159.233879 = -27943502.534413
  nChanged 15
		SP:Iteration 27Q (62561.230000 sec): 3 clusters
  Score: Raw -27957673.404552 + Penalty 14159.233879 = -27943514.170673
  nChanged 11
		SP:Iteration 28Q (62561.780000 sec): 3 clusters
  Score: Raw -27957682.165625 + Penalty 14159.233879 = -27943522.931746
  nChanged 11
		SP:Iteration 29Q (62562.330000 sec): 3 clusters
  Score: Raw -27957689.591725 + Penalty 14159.233879 = -27943530.357846
  nChanged 11
		SP:Iteration 30Q (62562.880000 sec): 3 clusters
  Score: Raw -27957697.256504 + Penalty 14159.233879 = -27943538.022625
  nChanged 5
		SP:Iteration 31Q (62563.420000 sec): 3 clusters
  Score: Raw -27957702.308961 + Penalty 14159.233879 = -27943543.075082
  nChanged 9
		SP:Iteration 32Q (62563.970000 sec): 3 clusters
  Score: Raw -27957709.526896 + Penalty 14159.233879 = -27943550.293017
  nChanged 8
		SP:Iteration 33Q (62564.520000 sec): 3 clusters
  Score: Raw -27957716.623851 + Penalty 14159.233879 = -27943557.389972
  nChanged 7
		SP:Iteration 34Q (62565.060000 sec): 3 clusters
  Score: Raw -27957721.668491 + Penalty 14159.233879 = -27943562.434612
  nChanged 6
		SP:Iteration 35Q (62565.610000 sec): 3 clusters
  Score: Raw -27957724.940451 + Penalty 14159.233879 = -27943565.706572
  nChanged 2
		SP:Iteration 36Q (62566.150000 sec): 3 clusters
  Score: Raw -27957726.214458 + Penalty 14159.233879 = -27943566.980578
  nChanged 0
		SP:Iteration 37F (62566.920000 sec): 3 clusters
  Score: Raw -27957726.214458 + Penalty 14159.233879 = -27943566.980578
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (16909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62567.080000 sec): 2 clusters
  Score: Raw -4483089.162177 + Penalty 5963.055798 = -4477126.106379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62567.210000 sec): 3 clusters
  Score: Raw -4474553.559831 + Penalty 11926.111597 = -4462627.448234
  nChanged 6717
		SP:Iteration 1F (62567.340000 sec): 3 clusters
  Score: Raw -4478361.346963 + Penalty 11926.111597 = -4466435.235366
  nChanged 1169
		SP:Iteration 2F (62567.470000 sec): 3 clusters
  Score: Raw -4479022.964260 + Penalty 11926.111597 = -4467096.852663
  nChanged 916
		SP:Iteration 3F (62567.600000 sec): 3 clusters
  Score: Raw -4479538.818397 + Penalty 11926.111597 = -4467612.706800
  nChanged 783
		SP:Iteration 4Q (62567.730000 sec): 3 clusters
  Score: Raw -4480024.116044 + Penalty 11926.111597 = -4468098.004447
  nChanged 774
		SP:Iteration 5Q (62567.860000 sec): 3 clusters
  Score: Raw -4480545.200350 + Penalty 11926.111597 = -4468619.088753
  nChanged 802
		SP:Iteration 6Q (62567.990000 sec): 3 clusters
  Score: Raw -4481130.009104 + Penalty 11926.111597 = -4469203.897507
  nChanged 787
		SP:Iteration 7Q (62568.120000 sec): 3 clusters
  Score: Raw -4481712.197020 + Penalty 11926.111597 = -4469786.085423
  nChanged 750
		SP:Iteration 8Q (62568.250000 sec): 3 clusters
  Score: Raw -4482316.829583 + Penalty 11926.111597 = -4470390.717986
  nChanged 690
		SP:Iteration 9Q (62568.370000 sec): 3 clusters
  Score: Raw -4482889.535775 + Penalty 11926.111597 = -4470963.424178
  nChanged 616
		SP:Iteration 10Q (62568.500000 sec): 3 clusters
  Score: Raw -4483394.908566 + Penalty 11926.111597 = -4471468.796970
  nChanged 492
		SP:Iteration 11Q (62568.630000 sec): 3 clusters
  Score: Raw -4483806.159128 + Penalty 11926.111597 = -4471880.047531
  nChanged 409
		SP:Iteration 12Q (62568.760000 sec): 3 clusters
  Score: Raw -4484125.311136 + Penalty 11926.111597 = -4472199.199540
  nChanged 345
		SP:Iteration 13Q (62568.880000 sec): 3 clusters
  Score: Raw -4484406.393571 + Penalty 11926.111597 = -4472480.281975
  nChanged 295
		SP:Iteration 14Q (62569.010000 sec): 3 clusters
  Score: Raw -4484635.748043 + Penalty 11926.111597 = -4472709.636446
  nChanged 253
		SP:Iteration 15Q (62569.130000 sec): 3 clusters
  Score: Raw -4484818.210580 + Penalty 11926.111597 = -4472892.098983
  nChanged 198
		SP:Iteration 16Q (62569.240000 sec): 3 clusters
  Score: Raw -4484954.487797 + Penalty 11926.111597 = -4473028.376201
  nChanged 170
		SP:Iteration 17Q (62569.360000 sec): 3 clusters
  Score: Raw -4485078.487097 + Penalty 11926.111597 = -4473152.375501
  nChanged 149
		SP:Iteration 18Q (62569.480000 sec): 3 clusters
  Score: Raw -4485180.093333 + Penalty 11926.111597 = -4473253.981737
  nChanged 127
		SP:Iteration 19Q (62569.590000 sec): 3 clusters
  Score: Raw -4485262.169935 + Penalty 11926.111597 = -4473336.058338
  nChanged 100
		SP:Iteration 20F (62569.720000 sec): 3 clusters
  Score: Raw -4485346.650118 + Penalty 11926.111597 = -4473420.538521
  nChanged 85
		SP:Iteration 21Q (62569.830000 sec): 3 clusters
  Score: Raw -4485410.075659 + Penalty 11926.111597 = -4473483.964062
  nChanged 85
		SP:Iteration 22Q (62569.950000 sec): 3 clusters
  Score: Raw -4485476.221191 + Penalty 11926.111597 = -4473550.109594
  nChanged 77
		SP:Iteration 23Q (62570.060000 sec): 3 clusters
  Score: Raw -4485531.838622 + Penalty 11926.111597 = -4473605.727025
  nChanged 64
		SP:Iteration 24Q (62570.180000 sec): 3 clusters
  Score: Raw -4485570.839132 + Penalty 11926.111597 = -4473644.727535
  nChanged 44
		SP:Iteration 25Q (62570.290000 sec): 3 clusters
  Score: Raw -4485592.365604 + Penalty 11926.111597 = -4473666.254007
  nChanged 27
		SP:Iteration 26Q (62570.400000 sec): 3 clusters
  Score: Raw -4485609.603575 + Penalty 11926.111597 = -4473683.491978
  nChanged 28
		SP:Iteration 27Q (62570.520000 sec): 3 clusters
  Score: Raw -4485622.979818 + Penalty 11926.111597 = -4473696.868221
  nChanged 25
		SP:Iteration 28Q (62570.630000 sec): 3 clusters
  Score: Raw -4485633.409622 + Penalty 11926.111597 = -4473707.298025
  nChanged 16
		SP:Iteration 29Q (62570.750000 sec): 3 clusters
  Score: Raw -4485639.693648 + Penalty 11926.111597 = -4473713.582051
  nChanged 14
		SP:Iteration 30Q (62570.870000 sec): 3 clusters
  Score: Raw -4485646.464189 + Penalty 11926.111597 = -4473720.352592
  nChanged 11
		SP:Iteration 31Q (62570.990000 sec): 3 clusters
  Score: Raw -4485651.366957 + Penalty 11926.111597 = -4473725.255360
  nChanged 11
		SP:Iteration 32Q (62571.100000 sec): 3 clusters
  Score: Raw -4485655.785124 + Penalty 11926.111597 = -4473729.673527
  nChanged 8
		SP:Iteration 33Q (62571.220000 sec): 3 clusters
  Score: Raw -4485658.567507 + Penalty 11926.111597 = -4473732.455910
  nChanged 6
		SP:Iteration 34Q (62571.330000 sec): 3 clusters
  Score: Raw -4485661.300613 + Penalty 11926.111597 = -4473735.189017
  nChanged 7
		SP:Iteration 35Q (62571.450000 sec): 3 clusters
  Score: Raw -4485664.925534 + Penalty 11926.111597 = -4473738.813937
  nChanged 11
		SP:Iteration 36Q (62571.560000 sec): 3 clusters
  Score: Raw -4485669.553117 + Penalty 11926.111597 = -4473743.441521
  nChanged 3
		SP:Iteration 37Q (62571.670000 sec): 3 clusters
  Score: Raw -4485671.186600 + Penalty 11926.111597 = -4473745.075003
  nChanged 6
		SP:Iteration 38Q (62571.780000 sec): 3 clusters
  Score: Raw -4485673.520785 + Penalty 11926.111597 = -4473747.409188
  nChanged 6
		SP:Iteration 39Q (62571.900000 sec): 3 clusters
  Score: Raw -4485677.016329 + Penalty 11926.111597 = -4473750.904732
  nChanged 5
		SP:Iteration 40F (62572.020000 sec): 3 clusters
  Score: Raw -4485678.994184 + Penalty 11926.111597 = -4473752.882587
  nChanged 2
		SP:Iteration 41Q (62572.130000 sec): 3 clusters
  Score: Raw -4485679.562306 + Penalty 11926.111597 = -4473753.450709
  nChanged 2
		SP:Iteration 42Q (62572.240000 sec): 3 clusters
  Score: Raw -4485680.617269 + Penalty 11926.111597 = -4473754.505672
  nChanged 1
		SP:Iteration 43Q (62572.360000 sec): 3 clusters
  Score: Raw -4485681.196217 + Penalty 11926.111597 = -4473755.084620
  nChanged 0
		SP:Iteration 44F (62572.490000 sec): 3 clusters
  Score: Raw -4485681.196217 + Penalty 11926.111597 = -4473755.084620
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62572.700000 sec): 2 clusters
  Score: Raw -8533034.620464 + Penalty 6354.834287 = -8526679.786177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62572.950000 sec): 3 clusters
  Score: Raw -8515320.382144 + Penalty 12709.668574 = -8502610.713570
  nChanged 13532
		SP:Iteration 1F (62573.200000 sec): 3 clusters
  Score: Raw -8522636.897480 + Penalty 12709.668574 = -8509927.228905
  nChanged 1974
		SP:Iteration 2F (62573.430000 sec): 3 clusters
  Score: Raw -8523568.683745 + Penalty 12709.668574 = -8510859.015171
  nChanged 1667
		SP:Iteration 3F (62573.660000 sec): 3 clusters
  Score: Raw -8524361.124923 + Penalty 12709.668574 = -8511651.456349
  nChanged 1520
		SP:Iteration 4Q (62573.900000 sec): 3 clusters
  Score: Raw -8525204.381854 + Penalty 12709.668574 = -8512494.713280
  nChanged 1620
		SP:Iteration 5F (62574.140000 sec): 3 clusters
  Score: Raw -8526228.875405 + Penalty 12709.668574 = -8513519.206830
  nChanged 1757
		SP:Iteration 6F (62574.370000 sec): 3 clusters
  Score: Raw -8527447.869787 + Penalty 12709.668574 = -8514738.201213
  nChanged 1884
		SP:Iteration 7F (62574.610000 sec): 3 clusters
  Score: Raw -8528855.960347 + Penalty 12709.668574 = -8516146.291773
  nChanged 2035
		SP:Iteration 8F (62574.850000 sec): 3 clusters
  Score: Raw -8530397.640462 + Penalty 12709.668574 = -8517687.971888
  nChanged 1886
		SP:Iteration 9F (62575.080000 sec): 3 clusters
  Score: Raw -8531613.550394 + Penalty 12709.668574 = -8518903.881820
  nChanged 1595
		SP:Iteration 10Q (62575.310000 sec): 3 clusters
  Score: Raw -8532478.129815 + Penalty 12709.668574 = -8519768.461241
  nChanged 1179
		SP:Iteration 11Q (62575.540000 sec): 3 clusters
  Score: Raw -8532980.074347 + Penalty 12709.668574 = -8520270.405773
  nChanged 855
		SP:Iteration 12Q (62575.770000 sec): 3 clusters
  Score: Raw -8533272.753175 + Penalty 12709.668574 = -8520563.084601
  nChanged 626
		SP:Iteration 13Q (62576.000000 sec): 3 clusters
  Score: Raw -8533447.204670 + Penalty 12709.668574 = -8520737.536096
  nChanged 470
		SP:Iteration 14Q (62576.230000 sec): 3 clusters
  Score: Raw -8533553.753177 + Penalty 12709.668574 = -8520844.084603
  nChanged 345
		SP:Iteration 15Q (62576.460000 sec): 3 clusters
  Score: Raw -8533619.337118 + Penalty 12709.668574 = -8520909.668544
  nChanged 230
		SP:Iteration 16Q (62576.690000 sec): 3 clusters
  Score: Raw -8533657.723629 + Penalty 12709.668574 = -8520948.055055
  nChanged 147
		SP:Iteration 17Q (62576.910000 sec): 3 clusters
  Score: Raw -8533680.882672 + Penalty 12709.668574 = -8520971.214098
  nChanged 123
		SP:Iteration 18Q (62577.140000 sec): 3 clusters
  Score: Raw -8533696.812838 + Penalty 12709.668574 = -8520987.144264
  nChanged 73
		SP:Iteration 19Q (62577.370000 sec): 3 clusters
  Score: Raw -8533705.991508 + Penalty 12709.668574 = -8520996.322933
  nChanged 62
		SP:Iteration 20F (62577.600000 sec): 3 clusters
  Score: Raw -8533713.534658 + Penalty 12709.668574 = -8521003.866084
  nChanged 43
		SP:Iteration 21Q (62577.830000 sec): 3 clusters
  Score: Raw -8533718.318864 + Penalty 12709.668574 = -8521008.650290
  nChanged 40
		SP:Iteration 22Q (62578.070000 sec): 3 clusters
  Score: Raw -8533722.938260 + Penalty 12709.668574 = -8521013.269686
  nChanged 35
		SP:Iteration 23Q (62578.290000 sec): 3 clusters
  Score: Raw -8533726.736950 + Penalty 12709.668574 = -8521017.068376
  nChanged 27
		SP:Iteration 24Q (62578.530000 sec): 3 clusters
  Score: Raw -8533729.827968 + Penalty 12709.668574 = -8521020.159394
  nChanged 21
		SP:Iteration 25Q (62578.750000 sec): 3 clusters
  Score: Raw -8533731.878501 + Penalty 12709.668574 = -8521022.209927
  nChanged 11
		SP:Iteration 26Q (62578.980000 sec): 3 clusters
  Score: Raw -8533732.838178 + Penalty 12709.668574 = -8521023.169604
  nChanged 11
		SP:Iteration 27Q (62579.220000 sec): 3 clusters
  Score: Raw -8533734.079295 + Penalty 12709.668574 = -8521024.410720
  nChanged 8
		SP:Iteration 28Q (62579.460000 sec): 3 clusters
  Score: Raw -8533734.909869 + Penalty 12709.668574 = -8521025.241295
  nChanged 9
		SP:Iteration 29Q (62579.700000 sec): 3 clusters
  Score: Raw -8533735.787934 + Penalty 12709.668574 = -8521026.119359
  nChanged 10
		SP:Iteration 30Q (62579.940000 sec): 3 clusters
  Score: Raw -8533736.774090 + Penalty 12709.668574 = -8521027.105516
  nChanged 6
		SP:Iteration 31Q (62580.170000 sec): 3 clusters
  Score: Raw -8533737.258997 + Penalty 12709.668574 = -8521027.590423
  nChanged 7
		SP:Iteration 32Q (62580.410000 sec): 3 clusters
  Score: Raw -8533737.899909 + Penalty 12709.668574 = -8521028.231335
  nChanged 6
		SP:Iteration 33Q (62580.650000 sec): 3 clusters
  Score: Raw -8533738.563785 + Penalty 12709.668574 = -8521028.895211
  nChanged 3
		SP:Iteration 34Q (62580.890000 sec): 3 clusters
  Score: Raw -8533738.778437 + Penalty 12709.668574 = -8521029.109863
  nChanged 3
		SP:Iteration 35Q (62581.130000 sec): 3 clusters
  Score: Raw -8533739.005854 + Penalty 12709.668574 = -8521029.337280
  nChanged 1
		SP:Iteration 36Q (62581.370000 sec): 3 clusters
  Score: Raw -8533739.121998 + Penalty 12709.668574 = -8521029.453424
  nChanged 2
		SP:Iteration 37Q (62581.610000 sec): 3 clusters
  Score: Raw -8533739.278674 + Penalty 12709.668574 = -8521029.610100
  nChanged 0
		SP:Iteration 38F (62581.850000 sec): 3 clusters
  Score: Raw -8533739.278674 + Penalty 12709.668574 = -8521029.610100
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (9040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62581.930000 sec): 2 clusters
  Score: Raw -2352142.274944 + Penalty 5579.516353 = -2346562.758591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62582.000000 sec): 3 clusters
  Score: Raw -2348112.828080 + Penalty 11159.032705 = -2336953.795375
  nChanged 3271
		SP:Iteration 1F (62582.070000 sec): 3 clusters
  Score: Raw -2350030.210471 + Penalty 11159.032705 = -2338871.177766
  nChanged 695
		SP:Iteration 2F (62582.130000 sec): 3 clusters
  Score: Raw -2350503.910516 + Penalty 11159.032705 = -2339344.877811
  nChanged 456
		SP:Iteration 3F (62582.200000 sec): 3 clusters
  Score: Raw -2350800.895160 + Penalty 11159.032705 = -2339641.862455
  nChanged 361
		SP:Iteration 4Q (62582.270000 sec): 3 clusters
  Score: Raw -2351037.246143 + Penalty 11159.032705 = -2339878.213437
  nChanged 286
		SP:Iteration 5Q (62582.340000 sec): 3 clusters
  Score: Raw -2351235.380809 + Penalty 11159.032705 = -2340076.348104
  nChanged 273
		SP:Iteration 6Q (62582.410000 sec): 3 clusters
  Score: Raw -2351444.189557 + Penalty 11159.032705 = -2340285.156851
  nChanged 293
		SP:Iteration 7Q (62582.480000 sec): 3 clusters
  Score: Raw -2351667.438387 + Penalty 11159.032705 = -2340508.405682
  nChanged 271
		SP:Iteration 8Q (62582.550000 sec): 3 clusters
  Score: Raw -2351883.136813 + Penalty 11159.032705 = -2340724.104108
  nChanged 287
		SP:Iteration 9Q (62582.610000 sec): 3 clusters
  Score: Raw -2352107.352086 + Penalty 11159.032705 = -2340948.319381
  nChanged 261
		SP:Iteration 10Q (62582.680000 sec): 3 clusters
  Score: Raw -2352295.645097 + Penalty 11159.032705 = -2341136.612392
  nChanged 230
		SP:Iteration 11Q (62582.750000 sec): 3 clusters
  Score: Raw -2352467.302311 + Penalty 11159.032705 = -2341308.269606
  nChanged 216
		SP:Iteration 12Q (62582.810000 sec): 3 clusters
  Score: Raw -2352608.872518 + Penalty 11159.032705 = -2341449.839813
  nChanged 179
		SP:Iteration 13Q (62582.880000 sec): 3 clusters
  Score: Raw -2352722.029114 + Penalty 11159.032705 = -2341562.996408
  nChanged 178
		SP:Iteration 14Q (62582.950000 sec): 3 clusters
  Score: Raw -2352845.315275 + Penalty 11159.032705 = -2341686.282570
  nChanged 158
		SP:Iteration 15Q (62583.010000 sec): 3 clusters
  Score: Raw -2352955.592852 + Penalty 11159.032705 = -2341796.560146
  nChanged 173
		SP:Iteration 16Q (62583.080000 sec): 3 clusters
  Score: Raw -2353089.358945 + Penalty 11159.032705 = -2341930.326240
  nChanged 162
		SP:Iteration 17Q (62583.150000 sec): 3 clusters
  Score: Raw -2353226.372590 + Penalty 11159.032705 = -2342067.339884
  nChanged 160
		SP:Iteration 18Q (62583.210000 sec): 3 clusters
  Score: Raw -2353350.609832 + Penalty 11159.032705 = -2342191.577126
  nChanged 126
		SP:Iteration 19Q (62583.280000 sec): 3 clusters
  Score: Raw -2353465.631699 + Penalty 11159.032705 = -2342306.598994
  nChanged 126
		SP:Iteration 20F (62583.350000 sec): 3 clusters
  Score: Raw -2353593.257084 + Penalty 11159.032705 = -2342434.224378
  nChanged 136
		SP:Iteration 21Q (62583.410000 sec): 3 clusters
  Score: Raw -2353736.249107 + Penalty 11159.032705 = -2342577.216402
  nChanged 139
		SP:Iteration 22Q (62583.470000 sec): 3 clusters
  Score: Raw -2353907.112545 + Penalty 11159.032705 = -2342748.079839
  nChanged 135
		SP:Iteration 23Q (62583.540000 sec): 3 clusters
  Score: Raw -2354102.990105 + Penalty 11159.032705 = -2342943.957400
  nChanged 146
		SP:Iteration 24Q (62583.600000 sec): 3 clusters
  Score: Raw -2354361.337626 + Penalty 11159.032705 = -2343202.304921
  nChanged 142
		SP:Iteration 25Q (62583.650000 sec): 3 clusters
  Score: Raw -2354653.287716 + Penalty 11159.032705 = -2343494.255011
  nChanged 136
		SP:Iteration 26Q (62583.710000 sec): 3 clusters
  Score: Raw -2354865.487269 + Penalty 11159.032705 = -2343706.454564
  nChanged 120
		SP:Iteration 27Q (62583.760000 sec): 3 clusters
  Score: Raw -2355051.529569 + Penalty 11159.032705 = -2343892.496863
  nChanged 120
		SP:Iteration 28Q (62583.810000 sec): 3 clusters
  Score: Raw -2355420.940486 + Penalty 11159.032705 = -2344261.907781
  nChanged 119
		SP:Iteration 29Q (62583.860000 sec): 3 clusters
  Score: Raw -2355691.129767 + Penalty 11159.032705 = -2344532.097062
  nChanged 131
		SP:Iteration 30Q (62583.910000 sec): 3 clusters
  Score: Raw -2355876.748552 + Penalty 11159.032705 = -2344717.715847
  nChanged 128
		SP:Iteration 31Q (62583.960000 sec): 3 clusters
  Score: Raw -2356066.058762 + Penalty 11159.032705 = -2344907.026056
  nChanged 122
		SP:Iteration 32Q (62584.010000 sec): 3 clusters
  Score: Raw -2356251.941220 + Penalty 11159.032705 = -2345092.908514
  nChanged 113
		SP:Iteration 33Q (62584.060000 sec): 3 clusters
  Score: Raw -2356445.506550 + Penalty 11159.032705 = -2345286.473845
  nChanged 108
		SP:Iteration 34Q (62584.110000 sec): 3 clusters
  Score: Raw -2356639.088893 + Penalty 11159.032705 = -2345480.056188
  nChanged 90
		SP:Iteration 35Q (62584.160000 sec): 3 clusters
  Score: Raw -2356764.860854 + Penalty 11159.032705 = -2345605.828149
  nChanged 57
		SP:Iteration 36Q (62584.210000 sec): 3 clusters
  Score: Raw -2356855.904820 + Penalty 11159.032705 = -2345696.872114
  nChanged 49
		SP:Iteration 37Q (62584.260000 sec): 3 clusters
  Score: Raw -2356925.213172 + Penalty 11159.032705 = -2345766.180467
  nChanged 44
		SP:Iteration 38Q (62584.310000 sec): 3 clusters
  Score: Raw -2356981.737120 + Penalty 11159.032705 = -2345822.704415
  nChanged 41
		SP:Iteration 39Q (62584.360000 sec): 3 clusters
  Score: Raw -2357032.445071 + Penalty 11159.032705 = -2345873.412366
  nChanged 33
		SP:Iteration 40F (62584.430000 sec): 3 clusters
  Score: Raw -2357076.597449 + Penalty 11159.032705 = -2345917.564744
  nChanged 21
		SP:Iteration 41Q (62584.470000 sec): 3 clusters
  Score: Raw -2357101.836801 + Penalty 11159.032705 = -2345942.804095
  nChanged 21
		SP:Iteration 42Q (62584.520000 sec): 3 clusters
  Score: Raw -2357117.929599 + Penalty 11159.032705 = -2345958.896894
  nChanged 13
		SP:Iteration 43Q (62584.570000 sec): 3 clusters
  Score: Raw -2357126.530261 + Penalty 11159.032705 = -2345967.497555
  nChanged 11
		SP:Iteration 44Q (62584.620000 sec): 3 clusters
  Score: Raw -2357134.746343 + Penalty 11159.032705 = -2345975.713637
  nChanged 12
		SP:Iteration 45Q (62584.670000 sec): 3 clusters
  Score: Raw -2357143.252001 + Penalty 11159.032705 = -2345984.219295
  nChanged 12
		SP:Iteration 46Q (62584.710000 sec): 3 clusters
  Score: Raw -2357150.979181 + Penalty 11159.032705 = -2345991.946476
  nChanged 5
		SP:Iteration 47Q (62584.760000 sec): 3 clusters
  Score: Raw -2357153.727498 + Penalty 11159.032705 = -2345994.694793
  nChanged 4
		SP:Iteration 48Q (62584.810000 sec): 3 clusters
  Score: Raw -2357155.769386 + Penalty 11159.032705 = -2345996.736681
  nChanged 3
		SP:Iteration 49Q (62584.860000 sec): 3 clusters
  Score: Raw -2357157.489474 + Penalty 11159.032705 = -2345998.456768
  nChanged 1
		SP:Iteration 50Q (62584.910000 sec): 3 clusters
  Score: Raw -2357157.807150 + Penalty 11159.032705 = -2345998.774444
  nChanged 0
		SP:Iteration 51F (62584.970000 sec): 3 clusters
  Score: Raw -2357157.807150 + Penalty 11159.032705 = -2345998.774444
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62584.990000 sec): 2 clusters
  Score: Raw -134082.430128 + Penalty 3898.409839 = -130184.020289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62584.990000 sec): 3 clusters
  Score: Raw -134542.045111 + Penalty 7796.819677 = -126745.225434
  nChanged 61
		SP:Iteration 1F (62585.000000 sec): 3 clusters
  Score: Raw -134753.644042 + Penalty 7796.819677 = -126956.824365
  nChanged 21
		SP:Iteration 2Q (62585.000000 sec): 3 clusters
  Score: Raw -134848.017552 + Penalty 7796.819677 = -127051.197875
  nChanged 14
		SP:Iteration 3Q (62585.010000 sec): 3 clusters
  Score: Raw -134902.883569 + Penalty 7796.819677 = -127106.063892
  nChanged 12
		SP:Iteration 4Q (62585.010000 sec): 3 clusters
  Score: Raw -134946.072788 + Penalty 7796.819677 = -127149.253111
  nChanged 7
		SP:Iteration 5Q (62585.010000 sec): 3 clusters
  Score: Raw -134974.357671 + Penalty 7796.819677 = -127177.537994
  nChanged 6
		SP:Iteration 6Q (62585.020000 sec): 3 clusters
  Score: Raw -135006.549047 + Penalty 7796.819677 = -127209.729370
  nChanged 7
		SP:Iteration 7Q (62585.020000 sec): 3 clusters
  Score: Raw -135044.505655 + Penalty 7796.819677 = -127247.685978
  nChanged 2
		SP:Iteration 8Q (62585.030000 sec): 3 clusters
  Score: Raw -135052.072491 + Penalty 7796.819677 = -127255.252813
  nChanged 0
		SP:Iteration 9F (62585.030000 sec): 3 clusters
  Score: Raw -135052.072491 + Penalty 7796.819677 = -127255.252813
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (12229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62585.120000 sec): 2 clusters
  Score: Raw -3098618.129365 + Penalty 5764.583844 = -3092853.545521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62585.210000 sec): 3 clusters
  Score: Raw -3092777.779328 + Penalty 11529.167688 = -3081248.611640
  nChanged 4698
		SP:Iteration 1F (62585.310000 sec): 3 clusters
  Score: Raw -3095636.803455 + Penalty 11529.167688 = -3084107.635767
  nChanged 1064
		SP:Iteration 2F (62585.400000 sec): 3 clusters
  Score: Raw -3096686.288005 + Penalty 11529.167688 = -3085157.120317
  nChanged 918
		SP:Iteration 3F (62585.490000 sec): 3 clusters
  Score: Raw -3097692.754596 + Penalty 11529.167688 = -3086163.586908
  nChanged 876
		SP:Iteration 4F (62585.590000 sec): 3 clusters
  Score: Raw -3098587.149144 + Penalty 11529.167688 = -3087057.981457
  nChanged 724
		SP:Iteration 5F (62585.690000 sec): 3 clusters
  Score: Raw -3099240.081072 + Penalty 11529.167688 = -3087710.913384
  nChanged 593
		SP:Iteration 6Q (62585.770000 sec): 3 clusters
  Score: Raw -3099717.342727 + Penalty 11529.167688 = -3088188.175040
  nChanged 463
		SP:Iteration 7Q (62585.870000 sec): 3 clusters
  Score: Raw -3100018.428641 + Penalty 11529.167688 = -3088489.260953
  nChanged 363
		SP:Iteration 8Q (62585.950000 sec): 3 clusters
  Score: Raw -3100215.544349 + Penalty 11529.167688 = -3088686.376662
  nChanged 242
		SP:Iteration 9Q (62586.040000 sec): 3 clusters
  Score: Raw -3100343.476745 + Penalty 11529.167688 = -3088814.309058
  nChanged 215
		SP:Iteration 10Q (62586.130000 sec): 3 clusters
  Score: Raw -3100457.622072 + Penalty 11529.167688 = -3088928.454385
  nChanged 177
		SP:Iteration 11Q (62586.210000 sec): 3 clusters
  Score: Raw -3100537.022541 + Penalty 11529.167688 = -3089007.854854
  nChanged 145
		SP:Iteration 12Q (62586.300000 sec): 3 clusters
  Score: Raw -3100594.330636 + Penalty 11529.167688 = -3089065.162949
  nChanged 118
		SP:Iteration 13Q (62586.390000 sec): 3 clusters
  Score: Raw -3100641.102341 + Penalty 11529.167688 = -3089111.934653
  nChanged 92
		SP:Iteration 14Q (62586.470000 sec): 3 clusters
  Score: Raw -3100680.701395 + Penalty 11529.167688 = -3089151.533708
  nChanged 86
		SP:Iteration 15Q (62586.560000 sec): 3 clusters
  Score: Raw -3100712.593393 + Penalty 11529.167688 = -3089183.425706
  nChanged 77
		SP:Iteration 16Q (62586.640000 sec): 3 clusters
  Score: Raw -3100742.734517 + Penalty 11529.167688 = -3089213.566829
  nChanged 58
		SP:Iteration 17Q (62586.730000 sec): 3 clusters
  Score: Raw -3100767.164296 + Penalty 11529.167688 = -3089237.996608
  nChanged 46
		SP:Iteration 18Q (62586.810000 sec): 3 clusters
  Score: Raw -3100792.053974 + Penalty 11529.167688 = -3089262.886286
  nChanged 50
		SP:Iteration 19Q (62586.900000 sec): 3 clusters
  Score: Raw -3100830.131286 + Penalty 11529.167688 = -3089300.963598
  nChanged 72
		SP:Iteration 20F (62586.990000 sec): 3 clusters
  Score: Raw -3100880.199102 + Penalty 11529.167688 = -3089351.031414
  nChanged 89
		SP:Iteration 21Q (62587.070000 sec): 3 clusters
  Score: Raw -3100917.219669 + Penalty 11529.167688 = -3089388.051982
  nChanged 70
		SP:Iteration 22Q (62587.160000 sec): 3 clusters
  Score: Raw -3100943.895716 + Penalty 11529.167688 = -3089414.728029
  nChanged 71
		SP:Iteration 23Q (62587.250000 sec): 3 clusters
  Score: Raw -3100969.977475 + Penalty 11529.167688 = -3089440.809788
  nChanged 59
		SP:Iteration 24Q (62587.330000 sec): 3 clusters
  Score: Raw -3100995.380210 + Penalty 11529.167688 = -3089466.212522
  nChanged 60
		SP:Iteration 25Q (62587.410000 sec): 3 clusters
  Score: Raw -3101019.305147 + Penalty 11529.167688 = -3089490.137460
  nChanged 58
		SP:Iteration 26Q (62587.500000 sec): 3 clusters
  Score: Raw -3101036.907594 + Penalty 11529.167688 = -3089507.739906
  nChanged 45
		SP:Iteration 27Q (62587.580000 sec): 3 clusters
  Score: Raw -3101049.949748 + Penalty 11529.167688 = -3089520.782060
  nChanged 33
		SP:Iteration 28Q (62587.670000 sec): 3 clusters
  Score: Raw -3101058.609645 + Penalty 11529.167688 = -3089529.441958
  nChanged 24
		SP:Iteration 29Q (62587.750000 sec): 3 clusters
  Score: Raw -3101067.020074 + Penalty 11529.167688 = -3089537.852386
  nChanged 26
		SP:Iteration 30Q (62587.840000 sec): 3 clusters
  Score: Raw -3101074.251929 + Penalty 11529.167688 = -3089545.084241
  nChanged 20
		SP:Iteration 31Q (62587.920000 sec): 3 clusters
  Score: Raw -3101079.618885 + Penalty 11529.167688 = -3089550.451197
  nChanged 21
		SP:Iteration 32Q (62588.010000 sec): 3 clusters
  Score: Raw -3101087.275538 + Penalty 11529.167688 = -3089558.107851
  nChanged 17
		SP:Iteration 33Q (62588.090000 sec): 3 clusters
  Score: Raw -3101091.330022 + Penalty 11529.167688 = -3089562.162335
  nChanged 15
		SP:Iteration 34Q (62588.180000 sec): 3 clusters
  Score: Raw -3101094.794304 + Penalty 11529.167688 = -3089565.626617
  nChanged 11
		SP:Iteration 35Q (62588.260000 sec): 3 clusters
  Score: Raw -3101097.864886 + Penalty 11529.167688 = -3089568.697199
  nChanged 17
		SP:Iteration 36Q (62588.350000 sec): 3 clusters
  Score: Raw -3101103.175395 + Penalty 11529.167688 = -3089574.007708
  nChanged 17
		SP:Iteration 37Q (62588.430000 sec): 3 clusters
  Score: Raw -3101107.307207 + Penalty 11529.167688 = -3089578.139519
  nChanged 20
		SP:Iteration 38Q (62588.510000 sec): 3 clusters
  Score: Raw -3101112.180352 + Penalty 11529.167688 = -3089583.012664
  nChanged 14
		SP:Iteration 39Q (62588.600000 sec): 3 clusters
  Score: Raw -3101116.062159 + Penalty 11529.167688 = -3089586.894472
  nChanged 12
		SP:Iteration 40F (62588.690000 sec): 3 clusters
  Score: Raw -3101119.183740 + Penalty 11529.167688 = -3089590.016053
  nChanged 8
		SP:Iteration 41Q (62588.770000 sec): 3 clusters
  Score: Raw -3101121.418319 + Penalty 11529.167688 = -3089592.250631
  nChanged 9
		SP:Iteration 42Q (62588.860000 sec): 3 clusters
  Score: Raw -3101124.638504 + Penalty 11529.167688 = -3089595.470816
  nChanged 14
		SP:Iteration 43Q (62588.940000 sec): 3 clusters
  Score: Raw -3101129.101185 + Penalty 11529.167688 = -3089599.933498
  nChanged 10
		SP:Iteration 44Q (62589.030000 sec): 3 clusters
  Score: Raw -3101131.218426 + Penalty 11529.167688 = -3089602.050739
  nChanged 8
		SP:Iteration 45Q (62589.110000 sec): 3 clusters
  Score: Raw -3101133.171744 + Penalty 11529.167688 = -3089604.004057
  nChanged 7
		SP:Iteration 46Q (62589.200000 sec): 3 clusters
  Score: Raw -3101135.230496 + Penalty 11529.167688 = -3089606.062808
  nChanged 9
		SP:Iteration 47Q (62589.280000 sec): 3 clusters
  Score: Raw -3101138.164591 + Penalty 11529.167688 = -3089608.996904
  nChanged 10
		SP:Iteration 48Q (62589.370000 sec): 3 clusters
  Score: Raw -3101140.297947 + Penalty 11529.167688 = -3089611.130260
  nChanged 7
		SP:Iteration 49Q (62589.450000 sec): 3 clusters
  Score: Raw -3101141.593378 + Penalty 11529.167688 = -3089612.425691
  nChanged 7
		SP:Iteration 50Q (62589.530000 sec): 3 clusters
  Score: Raw -3101142.901627 + Penalty 11529.167688 = -3089613.733939
  nChanged 4
		SP:Iteration 51Q (62589.620000 sec): 3 clusters
  Score: Raw -3101143.704409 + Penalty 11529.167688 = -3089614.536721
  nChanged 5
		SP:Iteration 52Q (62589.700000 sec): 3 clusters
  Score: Raw -3101144.990306 + Penalty 11529.167688 = -3089615.822618
  nChanged 2
		SP:Iteration 53Q (62589.790000 sec): 3 clusters
  Score: Raw -3101145.274149 + Penalty 11529.167688 = -3089616.106462
  nChanged 0
		SP:Iteration 54F (62589.890000 sec): 3 clusters
  Score: Raw -3101145.274149 + Penalty 11529.167688 = -3089616.106462
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62590.010000 sec): 2 clusters
  Score: Raw -4633175.759915 + Penalty 5987.031114 = -4627188.728800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62590.140000 sec): 3 clusters
  Score: Raw -4624165.638069 + Penalty 11974.062229 = -4612191.575840
  nChanged 7008
		SP:Iteration 1F (62590.270000 sec): 3 clusters
  Score: Raw -4628165.841598 + Penalty 11974.062229 = -4616191.779369
  nChanged 1298
		SP:Iteration 2F (62590.410000 sec): 3 clusters
  Score: Raw -4629354.471673 + Penalty 11974.062229 = -4617380.409444
  nChanged 1316
		SP:Iteration 3F (62590.540000 sec): 3 clusters
  Score: Raw -4630834.715546 + Penalty 11974.062229 = -4618860.653317
  nChanged 1408
		SP:Iteration 4F (62590.680000 sec): 3 clusters
  Score: Raw -4632470.087137 + Penalty 11974.062229 = -4620496.024908
  nChanged 1487
		SP:Iteration 5F (62590.810000 sec): 3 clusters
  Score: Raw -4634054.985519 + Penalty 11974.062229 = -4622080.923290
  nChanged 1304
		SP:Iteration 6F (62590.950000 sec): 3 clusters
  Score: Raw -4635307.665772 + Penalty 11974.062229 = -4623333.603543
  nChanged 968
		SP:Iteration 7F (62591.080000 sec): 3 clusters
  Score: Raw -4636118.652482 + Penalty 11974.062229 = -4624144.590254
  nChanged 671
		SP:Iteration 8Q (62591.210000 sec): 3 clusters
  Score: Raw -4636634.369088 + Penalty 11974.062229 = -4624660.306859
  nChanged 468
		SP:Iteration 9Q (62591.340000 sec): 3 clusters
  Score: Raw -4636932.896777 + Penalty 11974.062229 = -4624958.834548
  nChanged 304
		SP:Iteration 10Q (62591.470000 sec): 3 clusters
  Score: Raw -4637094.722837 + Penalty 11974.062229 = -4625120.660609
  nChanged 206
		SP:Iteration 11Q (62591.590000 sec): 3 clusters
  Score: Raw -4637204.033681 + Penalty 11974.062229 = -4625229.971452
  nChanged 156
		SP:Iteration 12Q (62591.710000 sec): 3 clusters
  Score: Raw -4637288.633338 + Penalty 11974.062229 = -4625314.571109
  nChanged 126
		SP:Iteration 13Q (62591.840000 sec): 3 clusters
  Score: Raw -4637354.226564 + Penalty 11974.062229 = -4625380.164335
  nChanged 110
		SP:Iteration 14Q (62591.960000 sec): 3 clusters
  Score: Raw -4637393.302466 + Penalty 11974.062229 = -4625419.240237
  nChanged 69
		SP:Iteration 15Q (62592.080000 sec): 3 clusters
  Score: Raw -4637419.905254 + Penalty 11974.062229 = -4625445.843025
  nChanged 56
		SP:Iteration 16Q (62592.200000 sec): 3 clusters
  Score: Raw -4637437.753223 + Penalty 11974.062229 = -4625463.690994
  nChanged 40
		SP:Iteration 17Q (62592.320000 sec): 3 clusters
  Score: Raw -4637448.237360 + Penalty 11974.062229 = -4625474.175131
  nChanged 27
		SP:Iteration 18Q (62592.440000 sec): 3 clusters
  Score: Raw -4637455.582100 + Penalty 11974.062229 = -4625481.519871
  nChanged 19
		SP:Iteration 19Q (62592.560000 sec): 3 clusters
  Score: Raw -4637460.451300 + Penalty 11974.062229 = -4625486.389071
  nChanged 11
		SP:Iteration 20F (62592.690000 sec): 3 clusters
  Score: Raw -4637463.166088 + Penalty 11974.062229 = -4625489.103859
  nChanged 10
		SP:Iteration 21Q (62592.810000 sec): 3 clusters
  Score: Raw -4637465.438466 + Penalty 11974.062229 = -4625491.376237
  nChanged 5
		SP:Iteration 22Q (62592.930000 sec): 3 clusters
  Score: Raw -4637466.236375 + Penalty 11974.062229 = -4625492.174146
  nChanged 3
		SP:Iteration 23Q (62593.050000 sec): 3 clusters
  Score: Raw -4637466.753382 + Penalty 11974.062229 = -4625492.691153
  nChanged 2
		SP:Iteration 24Q (62593.170000 sec): 3 clusters
  Score: Raw -4637467.031996 + Penalty 11974.062229 = -4625492.969767
  nChanged 1
		SP:Iteration 25Q (62593.290000 sec): 3 clusters
  Score: Raw -4637467.199753 + Penalty 11974.062229 = -4625493.137524
  nChanged 2
		SP:Iteration 26Q (62593.410000 sec): 3 clusters
  Score: Raw -4637467.836602 + Penalty 11974.062229 = -4625493.774373
  nChanged 3
		SP:Iteration 27Q (62593.530000 sec): 3 clusters
  Score: Raw -4637468.195115 + Penalty 11974.062229 = -4625494.132886
  nChanged 2
		SP:Iteration 28Q (62593.650000 sec): 3 clusters
  Score: Raw -4637468.675237 + Penalty 11974.062229 = -4625494.613008
  nChanged 2
		SP:Iteration 29Q (62593.770000 sec): 3 clusters
  Score: Raw -4637469.139390 + Penalty 11974.062229 = -4625495.077161
  nChanged 2
		SP:Iteration 30Q (62593.890000 sec): 3 clusters
  Score: Raw -4637469.632844 + Penalty 11974.062229 = -4625495.570615
  nChanged 2
		SP:Iteration 31Q (62594.010000 sec): 3 clusters
  Score: Raw -4637470.008954 + Penalty 11974.062229 = -4625495.946725
  nChanged 2
		SP:Iteration 32Q (62594.130000 sec): 3 clusters
  Score: Raw -4637470.455618 + Penalty 11974.062229 = -4625496.393389
  nChanged 0
		SP:Iteration 33F (62594.260000 sec): 3 clusters
  Score: Raw -4637470.455618 + Penalty 11974.062229 = -4625496.393389
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62594.420000 sec): 2 clusters
  Score: Raw -6398633.611214 + Penalty 6175.205651 = -6392458.405563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62594.610000 sec): 3 clusters
  Score: Raw -6385946.545601 + Penalty 12350.411302 = -6373596.134299
  nChanged 9876
		SP:Iteration 1F (62594.790000 sec): 3 clusters
  Score: Raw -6391172.327636 + Penalty 12350.411302 = -6378821.916334
  nChanged 1529
		SP:Iteration 2F (62594.970000 sec): 3 clusters
  Score: Raw -6391873.599308 + Penalty 12350.411302 = -6379523.188005
  nChanged 1143
		SP:Iteration 3Q (62595.150000 sec): 3 clusters
  Score: Raw -6392359.677393 + Penalty 12350.411302 = -6380009.266091
  nChanged 937
		SP:Iteration 4Q (62595.330000 sec): 3 clusters
  Score: Raw -6392723.677508 + Penalty 12350.411302 = -6380373.266206
  nChanged 757
		SP:Iteration 5Q (62595.510000 sec): 3 clusters
  Score: Raw -6393002.977339 + Penalty 12350.411302 = -6380652.566036
  nChanged 688
		SP:Iteration 6Q (62595.700000 sec): 3 clusters
  Score: Raw -6393239.048163 + Penalty 12350.411302 = -6380888.636861
  nChanged 627
		SP:Iteration 7Q (62595.890000 sec): 3 clusters
  Score: Raw -6393463.508697 + Penalty 12350.411302 = -6381113.097395
  nChanged 600
		SP:Iteration 8Q (62596.070000 sec): 3 clusters
  Score: Raw -6393679.213797 + Penalty 12350.411302 = -6381328.802494
  nChanged 586
		SP:Iteration 9Q (62596.260000 sec): 3 clusters
  Score: Raw -6393902.480624 + Penalty 12350.411302 = -6381552.069321
  nChanged 621
		SP:Iteration 10Q (62596.440000 sec): 3 clusters
  Score: Raw -6394162.918488 + Penalty 12350.411302 = -6381812.507186
  nChanged 685
		SP:Iteration 11Q (62596.630000 sec): 3 clusters
  Score: Raw -6394466.689222 + Penalty 12350.411302 = -6382116.277920
  nChanged 770
		SP:Iteration 12Q (62596.810000 sec): 3 clusters
  Score: Raw -6394855.018803 + Penalty 12350.411302 = -6382504.607501
  nChanged 869
		SP:Iteration 13Q (62597.000000 sec): 3 clusters
  Score: Raw -6395345.561025 + Penalty 12350.411302 = -6382995.149722
  nChanged 915
		SP:Iteration 14Q (62597.180000 sec): 3 clusters
  Score: Raw -6395923.171130 + Penalty 12350.411302 = -6383572.759827
  nChanged 938
		SP:Iteration 15Q (62597.370000 sec): 3 clusters
  Score: Raw -6396566.653667 + Penalty 12350.411302 = -6384216.242365
  nChanged 905
		SP:Iteration 16Q (62597.550000 sec): 3 clusters
  Score: Raw -6397237.063105 + Penalty 12350.411302 = -6384886.651803
  nChanged 834
		SP:Iteration 17Q (62597.730000 sec): 3 clusters
  Score: Raw -6397877.239384 + Penalty 12350.411302 = -6385526.828082
  nChanged 627
		SP:Iteration 18Q (62597.910000 sec): 3 clusters
  Score: Raw -6398350.115740 + Penalty 12350.411302 = -6385999.704437
  nChanged 487
		SP:Iteration 19Q (62598.090000 sec): 3 clusters
  Score: Raw -6398731.899186 + Penalty 12350.411302 = -6386381.487884
  nChanged 336
		SP:Iteration 20F (62598.270000 sec): 3 clusters
  Score: Raw -6399012.941173 + Penalty 12350.411302 = -6386662.529871
  nChanged 251
		SP:Iteration 21Q (62598.440000 sec): 3 clusters
  Score: Raw -6399218.388416 + Penalty 12350.411302 = -6386867.977114
  nChanged 158
		SP:Iteration 22Q (62598.610000 sec): 3 clusters
  Score: Raw -6399335.351805 + Penalty 12350.411302 = -6386984.940503
  nChanged 114
		SP:Iteration 23Q (62598.770000 sec): 3 clusters
  Score: Raw -6399422.686071 + Penalty 12350.411302 = -6387072.274769
  nChanged 94
		SP:Iteration 24Q (62598.930000 sec): 3 clusters
  Score: Raw -6399500.504257 + Penalty 12350.411302 = -6387150.092955
  nChanged 85
		SP:Iteration 25Q (62599.080000 sec): 3 clusters
  Score: Raw -6399569.155171 + Penalty 12350.411302 = -6387218.743868
  nChanged 65
		SP:Iteration 26Q (62599.230000 sec): 3 clusters
  Score: Raw -6399625.775533 + Penalty 12350.411302 = -6387275.364231
  nChanged 48
		SP:Iteration 27Q (62599.390000 sec): 3 clusters
  Score: Raw -6399666.181721 + Penalty 12350.411302 = -6387315.770419
  nChanged 36
		SP:Iteration 28Q (62599.540000 sec): 3 clusters
  Score: Raw -6399691.517793 + Penalty 12350.411302 = -6387341.106491
  nChanged 29
		SP:Iteration 29Q (62599.690000 sec): 3 clusters
  Score: Raw -6399711.997679 + Penalty 12350.411302 = -6387361.586376
  nChanged 12
		SP:Iteration 30Q (62599.830000 sec): 3 clusters
  Score: Raw -6399721.137363 + Penalty 12350.411302 = -6387370.726061
  nChanged 14
		SP:Iteration 31Q (62599.970000 sec): 3 clusters
  Score: Raw -6399729.782727 + Penalty 12350.411302 = -6387379.371425
  nChanged 13
		SP:Iteration 32Q (62600.110000 sec): 3 clusters
  Score: Raw -6399739.302543 + Penalty 12350.411302 = -6387388.891241
  nChanged 7
		SP:Iteration 33Q (62600.260000 sec): 3 clusters
  Score: Raw -6399743.355623 + Penalty 12350.411302 = -6387392.944321
  nChanged 5
		SP:Iteration 34Q (62600.400000 sec): 3 clusters
  Score: Raw -6399747.686075 + Penalty 12350.411302 = -6387397.274773
  nChanged 6
		SP:Iteration 35Q (62600.540000 sec): 3 clusters
  Score: Raw -6399750.281261 + Penalty 12350.411302 = -6387399.869958
  nChanged 3
		SP:Iteration 36Q (62600.690000 sec): 3 clusters
  Score: Raw -6399753.085541 + Penalty 12350.411302 = -6387402.674239
  nChanged 4
		SP:Iteration 37Q (62600.830000 sec): 3 clusters
  Score: Raw -6399756.900259 + Penalty 12350.411302 = -6387406.488957
  nChanged 4
		SP:Iteration 38Q (62600.970000 sec): 3 clusters
  Score: Raw -6399759.849665 + Penalty 12350.411302 = -6387409.438363
  nChanged 6
		SP:Iteration 39Q (62601.110000 sec): 3 clusters
  Score: Raw -6399763.363307 + Penalty 12350.411302 = -6387412.952005
  nChanged 7
		SP:Iteration 40F (62601.290000 sec): 3 clusters
  Score: Raw -6399769.274920 + Penalty 12350.411302 = -6387418.863618
  nChanged 6
		SP:Iteration 41Q (62601.430000 sec): 3 clusters
  Score: Raw -6399774.612969 + Penalty 12350.411302 = -6387424.201667
  nChanged 6
		SP:Iteration 42Q (62601.570000 sec): 3 clusters
  Score: Raw -6399780.019389 + Penalty 12350.411302 = -6387429.608087
  nChanged 10
		SP:Iteration 43Q (62601.710000 sec): 3 clusters
  Score: Raw -6399787.042520 + Penalty 12350.411302 = -6387436.631217
  nChanged 4
		SP:Iteration 44Q (62601.850000 sec): 3 clusters
  Score: Raw -6399791.171789 + Penalty 12350.411302 = -6387440.760487
  nChanged 6
		SP:Iteration 45Q (62601.990000 sec): 3 clusters
  Score: Raw -6399796.058097 + Penalty 12350.411302 = -6387445.646795
  nChanged 5
		SP:Iteration 46Q (62602.130000 sec): 3 clusters
  Score: Raw -6399800.037160 + Penalty 12350.411302 = -6387449.625858
  nChanged 5
		SP:Iteration 47Q (62602.270000 sec): 3 clusters
  Score: Raw -6399802.597541 + Penalty 12350.411302 = -6387452.186239
  nChanged 5
		SP:Iteration 48Q (62602.410000 sec): 3 clusters
  Score: Raw -6399808.088852 + Penalty 12350.411302 = -6387457.677550
  nChanged 3
		SP:Iteration 49Q (62602.550000 sec): 3 clusters
  Score: Raw -6399809.654859 + Penalty 12350.411302 = -6387459.243557
  nChanged 0
		SP:Iteration 50F (62602.730000 sec): 3 clusters
  Score: Raw -6399809.654859 + Penalty 12350.411302 = -6387459.243557
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62602.860000 sec): 2 clusters
  Score: Raw -5286123.657596 + Penalty 6075.126079 = -5280048.531517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62603.010000 sec): 3 clusters
  Score: Raw -5275504.131564 + Penalty 12150.252158 = -5263353.879406
  nChanged 8239
		SP:Iteration 1F (62603.160000 sec): 3 clusters
  Score: Raw -5279993.503418 + Penalty 12150.252158 = -5267843.251261
  nChanged 1386
		SP:Iteration 2F (62603.310000 sec): 3 clusters
  Score: Raw -5280748.256055 + Penalty 12150.252158 = -5268598.003897
  nChanged 1065
		SP:Iteration 3F (62603.460000 sec): 3 clusters
  Score: Raw -5281283.098194 + Penalty 12150.252158 = -5269132.846036
  nChanged 900
		SP:Iteration 4Q (62603.610000 sec): 3 clusters
  Score: Raw -5281695.491778 + Penalty 12150.252158 = -5269545.239620
  nChanged 767
		SP:Iteration 5Q (62603.760000 sec): 3 clusters
  Score: Raw -5282016.718903 + Penalty 12150.252158 = -5269866.466745
  nChanged 657
		SP:Iteration 6Q (62603.910000 sec): 3 clusters
  Score: Raw -5282300.764590 + Penalty 12150.252158 = -5270150.512432
  nChanged 606
		SP:Iteration 7Q (62604.060000 sec): 3 clusters
  Score: Raw -5282543.988022 + Penalty 12150.252158 = -5270393.735865
  nChanged 552
		SP:Iteration 8Q (62604.210000 sec): 3 clusters
  Score: Raw -5282772.280812 + Penalty 12150.252158 = -5270622.028655
  nChanged 539
		SP:Iteration 9Q (62604.360000 sec): 3 clusters
  Score: Raw -5283007.123557 + Penalty 12150.252158 = -5270856.871399
  nChanged 526
		SP:Iteration 10Q (62604.510000 sec): 3 clusters
  Score: Raw -5283230.334455 + Penalty 12150.252158 = -5271080.082297
  nChanged 531
		SP:Iteration 11Q (62604.660000 sec): 3 clusters
  Score: Raw -5283449.907804 + Penalty 12150.252158 = -5271299.655646
  nChanged 530
		SP:Iteration 12Q (62604.810000 sec): 3 clusters
  Score: Raw -5283682.839873 + Penalty 12150.252158 = -5271532.587715
  nChanged 497
		SP:Iteration 13Q (62604.960000 sec): 3 clusters
  Score: Raw -5283902.420931 + Penalty 12150.252158 = -5271752.168773
  nChanged 518
		SP:Iteration 14Q (62605.110000 sec): 3 clusters
  Score: Raw -5284138.392214 + Penalty 12150.252158 = -5271988.140056
  nChanged 508
		SP:Iteration 15Q (62605.260000 sec): 3 clusters
  Score: Raw -5284371.578853 + Penalty 12150.252158 = -5272221.326695
  nChanged 484
		SP:Iteration 16Q (62605.400000 sec): 3 clusters
  Score: Raw -5284602.129587 + Penalty 12150.252158 = -5272451.877429
  nChanged 473
		SP:Iteration 17Q (62605.560000 sec): 3 clusters
  Score: Raw -5284828.888783 + Penalty 12150.252158 = -5272678.636625
  nChanged 460
		SP:Iteration 18Q (62605.700000 sec): 3 clusters
  Score: Raw -5285035.658028 + Penalty 12150.252158 = -5272885.405870
  nChanged 399
		SP:Iteration 19Q (62605.850000 sec): 3 clusters
  Score: Raw -5285233.175156 + Penalty 12150.252158 = -5273082.922998
  nChanged 369
		SP:Iteration 20F (62606.000000 sec): 3 clusters
  Score: Raw -5285418.169299 + Penalty 12150.252158 = -5273267.917141
  nChanged 374
		SP:Iteration 21Q (62606.150000 sec): 3 clusters
  Score: Raw -5285610.362672 + Penalty 12150.252158 = -5273460.110514
  nChanged 325
		SP:Iteration 22Q (62606.300000 sec): 3 clusters
  Score: Raw -5285782.786065 + Penalty 12150.252158 = -5273632.533908
  nChanged 307
		SP:Iteration 23Q (62606.440000 sec): 3 clusters
  Score: Raw -5285947.644593 + Penalty 12150.252158 = -5273797.392436
  nChanged 271
		SP:Iteration 24Q (62606.590000 sec): 3 clusters
  Score: Raw -5286096.072164 + Penalty 12150.252158 = -5273945.820006
  nChanged 253
		SP:Iteration 25Q (62606.740000 sec): 3 clusters
  Score: Raw -5286250.884589 + Penalty 12150.252158 = -5274100.632431
  nChanged 246
		SP:Iteration 26Q (62606.880000 sec): 3 clusters
  Score: Raw -5286404.577433 + Penalty 12150.252158 = -5274254.325275
  nChanged 200
		SP:Iteration 27Q (62607.030000 sec): 3 clusters
  Score: Raw -5286524.934932 + Penalty 12150.252158 = -5274374.682775
  nChanged 171
		SP:Iteration 28Q (62607.170000 sec): 3 clusters
  Score: Raw -5286618.552856 + Penalty 12150.252158 = -5274468.300698
  nChanged 129
		SP:Iteration 29Q (62607.310000 sec): 3 clusters
  Score: Raw -5286696.441324 + Penalty 12150.252158 = -5274546.189166
  nChanged 125
		SP:Iteration 30Q (62607.450000 sec): 3 clusters
  Score: Raw -5286776.802191 + Penalty 12150.252158 = -5274626.550034
  nChanged 131
		SP:Iteration 31Q (62607.600000 sec): 3 clusters
  Score: Raw -5286861.657146 + Penalty 12150.252158 = -5274711.404988
  nChanged 112
		SP:Iteration 32Q (62607.740000 sec): 3 clusters
  Score: Raw -5286929.390915 + Penalty 12150.252158 = -5274779.138757
  nChanged 97
		SP:Iteration 33Q (62607.880000 sec): 3 clusters
  Score: Raw -5286993.876208 + Penalty 12150.252158 = -5274843.624051
  nChanged 90
		SP:Iteration 34Q (62608.010000 sec): 3 clusters
  Score: Raw -5287047.830494 + Penalty 12150.252158 = -5274897.578336
  nChanged 73
		SP:Iteration 35Q (62608.150000 sec): 3 clusters
  Score: Raw -5287098.469246 + Penalty 12150.252158 = -5274948.217088
  nChanged 67
		SP:Iteration 36Q (62608.290000 sec): 3 clusters
  Score: Raw -5287144.233670 + Penalty 12150.252158 = -5274993.981512
  nChanged 61
		SP:Iteration 37Q (62608.420000 sec): 3 clusters
  Score: Raw -5287188.842180 + Penalty 12150.252158 = -5275038.590022
  nChanged 59
		SP:Iteration 38Q (62608.560000 sec): 3 clusters
  Score: Raw -5287230.772529 + Penalty 12150.252158 = -5275080.520371
  nChanged 60
		SP:Iteration 39Q (62608.690000 sec): 3 clusters
  Score: Raw -5287278.476234 + Penalty 12150.252158 = -5275128.224076
  nChanged 48
		SP:Iteration 40F (62608.840000 sec): 3 clusters
  Score: Raw -5287317.345965 + Penalty 12150.252158 = -5275167.093808
  nChanged 49
		SP:Iteration 41Q (62608.980000 sec): 3 clusters
  Score: Raw -5287350.517831 + Penalty 12150.252158 = -5275200.265673
  nChanged 38
		SP:Iteration 42Q (62609.110000 sec): 3 clusters
  Score: Raw -5287377.168751 + Penalty 12150.252158 = -5275226.916593
  nChanged 33
		SP:Iteration 43Q (62609.240000 sec): 3 clusters
  Score: Raw -5287403.493207 + Penalty 12150.252158 = -5275253.241050
  nChanged 39
		SP:Iteration 44Q (62609.370000 sec): 3 clusters
  Score: Raw -5287436.564276 + Penalty 12150.252158 = -5275286.312118
  nChanged 36
		SP:Iteration 45Q (62609.500000 sec): 3 clusters
  Score: Raw -5287463.526913 + Penalty 12150.252158 = -5275313.274756
  nChanged 36
		SP:Iteration 46Q (62609.630000 sec): 3 clusters
  Score: Raw -5287492.785062 + Penalty 12150.252158 = -5275342.532904
  nChanged 34
		SP:Iteration 47Q (62609.760000 sec): 3 clusters
  Score: Raw -5287519.418508 + Penalty 12150.252158 = -5275369.166350
  nChanged 29
		SP:Iteration 48Q (62609.890000 sec): 3 clusters
  Score: Raw -5287544.305676 + Penalty 12150.252158 = -5275394.053519
  nChanged 23
		SP:Iteration 49Q (62610.020000 sec): 3 clusters
  Score: Raw -5287561.127129 + Penalty 12150.252158 = -5275410.874971
  nChanged 24
		SP:Iteration 50Q (62610.150000 sec): 3 clusters
  Score: Raw -5287581.984956 + Penalty 12150.252158 = -5275431.732799
  nChanged 28
		SP:Iteration 51Q (62610.280000 sec): 3 clusters
  Score: Raw -5287605.810497 + Penalty 12150.252158 = -5275455.558339
  nChanged 17
		SP:Iteration 52Q (62610.400000 sec): 3 clusters
  Score: Raw -5287620.242334 + Penalty 12150.252158 = -5275469.990177
  nChanged 16
		SP:Iteration 53Q (62610.530000 sec): 3 clusters
  Score: Raw -5287634.026164 + Penalty 12150.252158 = -5275483.774006
  nChanged 19
		SP:Iteration 54Q (62610.660000 sec): 3 clusters
  Score: Raw -5287648.699942 + Penalty 12150.252158 = -5275498.447784
  nChanged 20
		SP:Iteration 55Q (62610.780000 sec): 3 clusters
  Score: Raw -5287664.412450 + Penalty 12150.252158 = -5275514.160292
  nChanged 17
		SP:Iteration 56Q (62610.910000 sec): 3 clusters
  Score: Raw -5287677.567502 + Penalty 12150.252158 = -5275527.315344
  nChanged 8
		SP:Iteration 57Q (62611.030000 sec): 3 clusters
  Score: Raw -5287683.378775 + Penalty 12150.252158 = -5275533.126618
  nChanged 11
		SP:Iteration 58Q (62611.160000 sec): 3 clusters
  Score: Raw -5287694.173038 + Penalty 12150.252158 = -5275543.920880
  nChanged 10
		SP:Iteration 59Q (62611.280000 sec): 3 clusters
  Score: Raw -5287703.693323 + Penalty 12150.252158 = -5275553.441165
  nChanged 9
		SP:Iteration 60F (62611.430000 sec): 3 clusters
  Score: Raw -5287711.522171 + Penalty 12150.252158 = -5275561.270013
  nChanged 9
		SP:Iteration 61Q (62611.560000 sec): 3 clusters
  Score: Raw -5287717.123135 + Penalty 12150.252158 = -5275566.870977
  nChanged 6
		SP:Iteration 62Q (62611.680000 sec): 3 clusters
  Score: Raw -5287722.726992 + Penalty 12150.252158 = -5275572.474834
  nChanged 9
		SP:Iteration 63Q (62611.810000 sec): 3 clusters
  Score: Raw -5287730.885706 + Penalty 12150.252158 = -5275580.633549
  nChanged 4
		SP:Iteration 64Q (62611.940000 sec): 3 clusters
  Score: Raw -5287733.995875 + Penalty 12150.252158 = -5275583.743717
  nChanged 7
		SP:Iteration 65Q (62612.060000 sec): 3 clusters
  Score: Raw -5287739.988937 + Penalty 12150.252158 = -5275589.736780
  nChanged 6
		SP:Iteration 66Q (62612.190000 sec): 3 clusters
  Score: Raw -5287746.259235 + Penalty 12150.252158 = -5275596.007077
  nChanged 7
		SP:Iteration 67Q (62612.310000 sec): 3 clusters
  Score: Raw -5287751.247157 + Penalty 12150.252158 = -5275600.994999
  nChanged 5
		SP:Iteration 68Q (62612.440000 sec): 3 clusters
  Score: Raw -5287754.957226 + Penalty 12150.252158 = -5275604.705068
  nChanged 4
		SP:Iteration 69Q (62612.560000 sec): 3 clusters
  Score: Raw -5287758.392346 + Penalty 12150.252158 = -5275608.140188
  nChanged 2
		SP:Iteration 70Q (62612.690000 sec): 3 clusters
  Score: Raw -5287760.283899 + Penalty 12150.252158 = -5275610.031742
  nChanged 4
		SP:Iteration 71Q (62612.810000 sec): 3 clusters
  Score: Raw -5287763.665037 + Penalty 12150.252158 = -5275613.412880
  nChanged 3
		SP:Iteration 72Q (62612.930000 sec): 3 clusters
  Score: Raw -5287765.579804 + Penalty 12150.252158 = -5275615.327646
  nChanged 4
		SP:Iteration 73Q (62613.060000 sec): 3 clusters
  Score: Raw -5287768.377615 + Penalty 12150.252158 = -5275618.125457
  nChanged 4
		SP:Iteration 74Q (62613.180000 sec): 3 clusters
  Score: Raw -5287772.424879 + Penalty 12150.252158 = -5275622.172722
  nChanged 6
		SP:Iteration 75Q (62613.300000 sec): 3 clusters
  Score: Raw -5287776.376545 + Penalty 12150.252158 = -5275626.124388
  nChanged 3
		SP:Iteration 76Q (62613.430000 sec): 3 clusters
  Score: Raw -5287778.181595 + Penalty 12150.252158 = -5275627.929437
  nChanged 2
		SP:Iteration 77Q (62613.550000 sec): 3 clusters
  Score: Raw -5287779.858759 + Penalty 12150.252158 = -5275629.606601
  nChanged 2
		SP:Iteration 78Q (62613.680000 sec): 3 clusters
  Score: Raw -5287782.160888 + Penalty 12150.252158 = -5275631.908730
  nChanged 1
		SP:Iteration 79Q (62613.800000 sec): 3 clusters
  Score: Raw -5287782.857537 + Penalty 12150.252158 = -5275632.605379
  nChanged 0
		SP:Iteration 80F (62613.950000 sec): 3 clusters
  Score: Raw -5287782.857537 + Penalty 12150.252158 = -5275632.605379
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62613.970000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62613.970000 sec): 3 clusters
  Score: Raw -66725.341345 + Penalty 6825.888689 = -59899.452656
  nChanged 7
		SP:Iteration 1Q (62613.970000 sec): 3 clusters
  Score: Raw -66776.288983 + Penalty 6825.888689 = -59950.400294
  nChanged 2
		SP:Iteration 2Q (62613.980000 sec): 3 clusters
  Score: Raw -66795.284002 + Penalty 6825.888689 = -59969.395313
  nChanged 0
		SP:Iteration 3F (62613.980000 sec): 3 clusters
  Score: Raw -66795.284002 + Penalty 6825.888689 = -59969.395313
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (21318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62614.130000 sec): 2 clusters
  Score: Raw -5648265.991941 + Penalty 6104.975577 = -5642161.016364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62614.290000 sec): 3 clusters
  Score: Raw -5637052.873485 + Penalty 12209.951155 = -5624842.922330
  nChanged 8730
		SP:Iteration 1F (62614.450000 sec): 3 clusters
  Score: Raw -5641784.599260 + Penalty 12209.951155 = -5629574.648105
  nChanged 1467
		SP:Iteration 2F (62614.610000 sec): 3 clusters
  Score: Raw -5642487.834684 + Penalty 12209.951155 = -5630277.883529
  nChanged 1093
		SP:Iteration 3F (62614.770000 sec): 3 clusters
  Score: Raw -5642999.418656 + Penalty 12209.951155 = -5630789.467501
  nChanged 913
		SP:Iteration 4Q (62614.930000 sec): 3 clusters
  Score: Raw -5643485.554976 + Penalty 12209.951155 = -5631275.603821
  nChanged 925
		SP:Iteration 5Q (62615.090000 sec): 3 clusters
  Score: Raw -5644006.138843 + Penalty 12209.951155 = -5631796.187688
  nChanged 965
		SP:Iteration 6Q (62615.250000 sec): 3 clusters
  Score: Raw -5644584.493075 + Penalty 12209.951155 = -5632374.541920
  nChanged 1016
		SP:Iteration 7Q (62615.400000 sec): 3 clusters
  Score: Raw -5645237.739938 + Penalty 12209.951155 = -5633027.788783
  nChanged 1076
		SP:Iteration 8F (62615.560000 sec): 3 clusters
  Score: Raw -5645952.486620 + Penalty 12209.951155 = -5633742.535465
  nChanged 970
		SP:Iteration 9Q (62615.720000 sec): 3 clusters
  Score: Raw -5646610.773697 + Penalty 12209.951155 = -5634400.822542
  nChanged 893
		SP:Iteration 10Q (62615.880000 sec): 3 clusters
  Score: Raw -5647213.441154 + Penalty 12209.951155 = -5635003.489999
  nChanged 773
		SP:Iteration 11Q (62616.030000 sec): 3 clusters
  Score: Raw -5647674.335584 + Penalty 12209.951155 = -5635464.384429
  nChanged 558
		SP:Iteration 12Q (62616.190000 sec): 3 clusters
  Score: Raw -5647981.720271 + Penalty 12209.951155 = -5635771.769117
  nChanged 461
		SP:Iteration 13Q (62616.340000 sec): 3 clusters
  Score: Raw -5648224.257716 + Penalty 12209.951155 = -5636014.306561
  nChanged 356
		SP:Iteration 14Q (62616.500000 sec): 3 clusters
  Score: Raw -5648414.586072 + Penalty 12209.951155 = -5636204.634917
  nChanged 324
		SP:Iteration 15Q (62616.650000 sec): 3 clusters
  Score: Raw -5648572.398932 + Penalty 12209.951155 = -5636362.447777
  nChanged 282
		SP:Iteration 16Q (62616.800000 sec): 3 clusters
  Score: Raw -5648705.457711 + Penalty 12209.951155 = -5636495.506556
  nChanged 232
		SP:Iteration 17Q (62616.960000 sec): 3 clusters
  Score: Raw -5648820.902087 + Penalty 12209.951155 = -5636610.950932
  nChanged 209
		SP:Iteration 18Q (62617.100000 sec): 3 clusters
  Score: Raw -5648923.573389 + Penalty 12209.951155 = -5636713.622234
  nChanged 182
		SP:Iteration 19Q (62617.250000 sec): 3 clusters
  Score: Raw -5649014.657807 + Penalty 12209.951155 = -5636804.706652
  nChanged 164
		SP:Iteration 20F (62617.410000 sec): 3 clusters
  Score: Raw -5649087.470586 + Penalty 12209.951155 = -5636877.519431
  nChanged 116
		SP:Iteration 21Q (62617.560000 sec): 3 clusters
  Score: Raw -5649139.424038 + Penalty 12209.951155 = -5636929.472883
  nChanged 97
		SP:Iteration 22Q (62617.700000 sec): 3 clusters
  Score: Raw -5649184.736207 + Penalty 12209.951155 = -5636974.785052
  nChanged 109
		SP:Iteration 23Q (62617.840000 sec): 3 clusters
  Score: Raw -5649233.475994 + Penalty 12209.951155 = -5637023.524839
  nChanged 77
		SP:Iteration 24Q (62617.990000 sec): 3 clusters
  Score: Raw -5649267.839538 + Penalty 12209.951155 = -5637057.888383
  nChanged 67
		SP:Iteration 25Q (62618.130000 sec): 3 clusters
  Score: Raw -5649297.676939 + Penalty 12209.951155 = -5637087.725784
  nChanged 74
		SP:Iteration 26Q (62618.270000 sec): 3 clusters
  Score: Raw -5649327.447759 + Penalty 12209.951155 = -5637117.496604
  nChanged 50
		SP:Iteration 27Q (62618.420000 sec): 3 clusters
  Score: Raw -5649349.335769 + Penalty 12209.951155 = -5637139.384614
  nChanged 40
		SP:Iteration 28Q (62618.560000 sec): 3 clusters
  Score: Raw -5649367.211392 + Penalty 12209.951155 = -5637157.260237
  nChanged 41
		SP:Iteration 29Q (62618.700000 sec): 3 clusters
  Score: Raw -5649383.322121 + Penalty 12209.951155 = -5637173.370966
  nChanged 37
		SP:Iteration 30Q (62618.840000 sec): 3 clusters
  Score: Raw -5649399.277925 + Penalty 12209.951155 = -5637189.326770
  nChanged 38
		SP:Iteration 31Q (62618.980000 sec): 3 clusters
  Score: Raw -5649415.055749 + Penalty 12209.951155 = -5637205.104594
  nChanged 35
		SP:Iteration 32Q (62619.120000 sec): 3 clusters
  Score: Raw -5649428.137786 + Penalty 12209.951155 = -5637218.186631
  nChanged 27
		SP:Iteration 33Q (62619.270000 sec): 3 clusters
  Score: Raw -5649438.482207 + Penalty 12209.951155 = -5637228.531052
  nChanged 14
		SP:Iteration 34Q (62619.410000 sec): 3 clusters
  Score: Raw -5649444.371558 + Penalty 12209.951155 = -5637234.420403
  nChanged 12
		SP:Iteration 35Q (62619.560000 sec): 3 clusters
  Score: Raw -5649448.394094 + Penalty 12209.951155 = -5637238.442939
  nChanged 16
		SP:Iteration 36Q (62619.700000 sec): 3 clusters
  Score: Raw -5649452.981270 + Penalty 12209.951155 = -5637243.030115
  nChanged 13
		SP:Iteration 37Q (62619.840000 sec): 3 clusters
  Score: Raw -5649457.207374 + Penalty 12209.951155 = -5637247.256219
  nChanged 10
		SP:Iteration 38Q (62619.980000 sec): 3 clusters
  Score: Raw -5649460.680976 + Penalty 12209.951155 = -5637250.729821
  nChanged 9
		SP:Iteration 39Q (62620.130000 sec): 3 clusters
  Score: Raw -5649463.379100 + Penalty 12209.951155 = -5637253.427945
  nChanged 7
		SP:Iteration 40F (62620.290000 sec): 3 clusters
  Score: Raw -5649466.309614 + Penalty 12209.951155 = -5637256.358459
  nChanged 7
		SP:Iteration 41Q (62620.430000 sec): 3 clusters
  Score: Raw -5649468.265616 + Penalty 12209.951155 = -5637258.314461
  nChanged 3
		SP:Iteration 42Q (62620.580000 sec): 3 clusters
  Score: Raw -5649469.332226 + Penalty 12209.951155 = -5637259.381071
  nChanged 5
		SP:Iteration 43Q (62620.720000 sec): 3 clusters
  Score: Raw -5649470.712644 + Penalty 12209.951155 = -5637260.761489
  nChanged 7
		SP:Iteration 44Q (62620.860000 sec): 3 clusters
  Score: Raw -5649472.567571 + Penalty 12209.951155 = -5637262.616416
  nChanged 8
		SP:Iteration 45Q (62621.000000 sec): 3 clusters
  Score: Raw -5649475.154879 + Penalty 12209.951155 = -5637265.203724
  nChanged 9
		SP:Iteration 46Q (62621.150000 sec): 3 clusters
  Score: Raw -5649478.158735 + Penalty 12209.951155 = -5637268.207580
  nChanged 9
		SP:Iteration 47Q (62621.290000 sec): 3 clusters
  Score: Raw -5649481.203001 + Penalty 12209.951155 = -5637271.251846
  nChanged 5
		SP:Iteration 48Q (62621.430000 sec): 3 clusters
  Score: Raw -5649483.627693 + Penalty 12209.951155 = -5637273.676538
  nChanged 5
		SP:Iteration 49Q (62621.580000 sec): 3 clusters
  Score: Raw -5649485.027212 + Penalty 12209.951155 = -5637275.076057
  nChanged 3
		SP:Iteration 50Q (62621.720000 sec): 3 clusters
  Score: Raw -5649486.090370 + Penalty 12209.951155 = -5637276.139215
  nChanged 4
		SP:Iteration 51Q (62621.860000 sec): 3 clusters
  Score: Raw -5649487.278743 + Penalty 12209.951155 = -5637277.327588
  nChanged 0
		SP:Iteration 52F (62622.020000 sec): 3 clusters
  Score: Raw -5649487.278743 + Penalty 12209.951155 = -5637277.327588
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (438768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62625.040000 sec): 2 clusters
  Score: Raw -116236806.677882 + Penalty 7957.432223 = -116228849.245659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62628.440000 sec): 3 clusters
  Score: Raw -115950464.977338 + Penalty 15914.864446 = -115934550.112892
  nChanged 210498
		SP:Iteration 1F (62631.740000 sec): 3 clusters
  Score: Raw -116073956.738942 + Penalty 15914.864446 = -116058041.874496
  nChanged 11523
		SP:Iteration 2Q (62635.020000 sec): 3 clusters
  Score: Raw -116076240.893896 + Penalty 15914.864446 = -116060326.029449
  nChanged 12368
		SP:Iteration 3Q (62638.310000 sec): 3 clusters
  Score: Raw -116079082.411264 + Penalty 15914.864446 = -116063167.546818
  nChanged 14024
		SP:Iteration 4Q (62641.620000 sec): 3 clusters
  Score: Raw -116083097.611496 + Penalty 15914.864446 = -116067182.747050
  nChanged 17515
		SP:Iteration 5Q (62644.980000 sec): 3 clusters
  Score: Raw -116089942.054534 + Penalty 15914.864446 = -116074027.190088
  nChanged 24005
		SP:Iteration 6F (62648.320000 sec): 3 clusters
  Score: Raw -116102712.113436 + Penalty 15914.864446 = -116086797.248990
  nChanged 32443
		SP:Iteration 7F (62651.650000 sec): 3 clusters
  Score: Raw -116125771.544751 + Penalty 15914.864446 = -116109856.680305
  nChanged 39243
		SP:Iteration 8F (62654.920000 sec): 3 clusters
  Score: Raw -116160388.423520 + Penalty 15914.864446 = -116144473.559074
  nChanged 37914
		SP:Iteration 9F (62658.170000 sec): 3 clusters
  Score: Raw -116197944.636961 + Penalty 15914.864446 = -116182029.772515
  nChanged 25328
		SP:Iteration 10F (62661.430000 sec): 3 clusters
  Score: Raw -116223022.316283 + Penalty 15914.864446 = -116207107.451837
  nChanged 10829
		SP:Iteration 11Q (62664.420000 sec): 3 clusters
  Score: Raw -116233049.661711 + Penalty 15914.864446 = -116217134.797265
  nChanged 3425
		SP:Iteration 12Q (62667.050000 sec): 3 clusters
  Score: Raw -116236058.297976 + Penalty 15914.864446 = -116220143.433529
  nChanged 980
		SP:Iteration 13Q (62669.420000 sec): 3 clusters
  Score: Raw -116237021.426269 + Penalty 15914.864446 = -116221106.561823
  nChanged 314
		SP:Iteration 14Q (62671.680000 sec): 3 clusters
  Score: Raw -116237372.697153 + Penalty 15914.864446 = -116221457.832706
  nChanged 134
		SP:Iteration 15Q (62673.860000 sec): 3 clusters
  Score: Raw -116237517.869577 + Penalty 15914.864446 = -116221603.005131
  nChanged 68
		SP:Iteration 16Q (62676.020000 sec): 3 clusters
  Score: Raw -116237586.598721 + Penalty 15914.864446 = -116221671.734274
  nChanged 36
		SP:Iteration 17Q (62678.190000 sec): 3 clusters
  Score: Raw -116237624.318522 + Penalty 15914.864446 = -116221709.454076
  nChanged 29
		SP:Iteration 18Q (62680.350000 sec): 3 clusters
  Score: Raw -116237661.929705 + Penalty 15914.864446 = -116221747.065259
  nChanged 27
		SP:Iteration 19Q (62682.520000 sec): 3 clusters
  Score: Raw -116237694.629733 + Penalty 15914.864446 = -116221779.765287
  nChanged 24
		SP:Iteration 20F (62685.800000 sec): 3 clusters
  Score: Raw -116237716.684604 + Penalty 15914.864446 = -116221801.820158
  nChanged 16
		SP:Iteration 21Q (62687.960000 sec): 3 clusters
  Score: Raw -116237733.448814 + Penalty 15914.864446 = -116221818.584368
  nChanged 13
		SP:Iteration 22Q (62690.140000 sec): 3 clusters
  Score: Raw -116237745.084395 + Penalty 15914.864446 = -116221830.219949
  nChanged 10
		SP:Iteration 23Q (62692.340000 sec): 3 clusters
  Score: Raw -116237755.324449 + Penalty 15914.864446 = -116221840.460003
  nChanged 6
		SP:Iteration 24Q (62694.510000 sec): 3 clusters
  Score: Raw -116237760.767305 + Penalty 15914.864446 = -116221845.902859
  nChanged 1
		SP:Iteration 25Q (62696.670000 sec): 3 clusters
  Score: Raw -116237761.266021 + Penalty 15914.864446 = -116221846.401575
  nChanged 0
		SP:Iteration 26F (62699.890000 sec): 3 clusters
  Score: Raw -116237761.266021 + Penalty 15914.864446 = -116221846.401575
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62700.510000 sec): 2 clusters
  Score: Raw -16009457.931545 + Penalty 6740.732848 = -16002717.198697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62700.960000 sec): 3 clusters
  Score: Raw -15973860.163568 + Penalty 13481.465695 = -15960378.697873
  nChanged 26881
		SP:Iteration 1F (62701.420000 sec): 3 clusters
  Score: Raw -15988294.661797 + Penalty 13481.465695 = -15974813.196102
  nChanged 2831
		SP:Iteration 2Q (62701.880000 sec): 3 clusters
  Score: Raw -15989196.857454 + Penalty 13481.465695 = -15975715.391759
  nChanged 2454
		SP:Iteration 3Q (62702.340000 sec): 3 clusters
  Score: Raw -15989917.883676 + Penalty 13481.465695 = -15976436.417981
  nChanged 2167
		SP:Iteration 4Q (62702.780000 sec): 3 clusters
  Score: Raw -15990532.179216 + Penalty 13481.465695 = -15977050.713521
  nChanged 1959
		SP:Iteration 5Q (62703.220000 sec): 3 clusters
  Score: Raw -15991087.637531 + Penalty 13481.465695 = -15977606.171836
  nChanged 1808
		SP:Iteration 6Q (62703.670000 sec): 3 clusters
  Score: Raw -15991651.064230 + Penalty 13481.465695 = -15978169.598535
  nChanged 1900
		SP:Iteration 7Q (62704.120000 sec): 3 clusters
  Score: Raw -15992334.894098 + Penalty 13481.465695 = -15978853.428403
  nChanged 2150
		SP:Iteration 8Q (62704.560000 sec): 3 clusters
  Score: Raw -15993206.098836 + Penalty 13481.465695 = -15979724.633141
  nChanged 2414
		SP:Iteration 9Q (62705.010000 sec): 3 clusters
  Score: Raw -15994355.825298 + Penalty 13481.465695 = -15980874.359603
  nChanged 2783
		SP:Iteration 10Q (62705.450000 sec): 3 clusters
  Score: Raw -15995868.105127 + Penalty 13481.465695 = -15982386.639431
  nChanged 3242
		SP:Iteration 11F (62705.890000 sec): 3 clusters
  Score: Raw -15997926.534743 + Penalty 13481.465695 = -15984445.069047
  nChanged 3491
		SP:Iteration 12F (62706.330000 sec): 3 clusters
  Score: Raw -16000345.485209 + Penalty 13481.465695 = -15986864.019514
  nChanged 3428
		SP:Iteration 13F (62706.770000 sec): 3 clusters
  Score: Raw -16002930.650745 + Penalty 13481.465695 = -15989449.185050
  nChanged 3028
		SP:Iteration 14F (62707.210000 sec): 3 clusters
  Score: Raw -16005290.819091 + Penalty 13481.465695 = -15991809.353396
  nChanged 2237
		SP:Iteration 15Q (62707.640000 sec): 3 clusters
  Score: Raw -16006994.288882 + Penalty 13481.465695 = -15993512.823187
  nChanged 1498
		SP:Iteration 16Q (62708.060000 sec): 3 clusters
  Score: Raw -16008133.125968 + Penalty 13481.465695 = -15994651.660273
  nChanged 985
		SP:Iteration 17Q (62708.470000 sec): 3 clusters
  Score: Raw -16008893.189846 + Penalty 13481.465695 = -15995411.724151
  nChanged 616
		SP:Iteration 18Q (62708.860000 sec): 3 clusters
  Score: Raw -16009389.991431 + Penalty 13481.465695 = -15995908.525736
  nChanged 363
		SP:Iteration 19Q (62709.230000 sec): 3 clusters
  Score: Raw -16009698.731742 + Penalty 13481.465695 = -15996217.266047
  nChanged 218
		SP:Iteration 20F (62709.670000 sec): 3 clusters
  Score: Raw -16009876.862153 + Penalty 13481.465695 = -15996395.396457
  nChanged 114
		SP:Iteration 21Q (62710.020000 sec): 3 clusters
  Score: Raw -16009970.848686 + Penalty 13481.465695 = -15996489.382991
  nChanged 87
		SP:Iteration 22Q (62710.360000 sec): 3 clusters
  Score: Raw -16010053.031037 + Penalty 13481.465695 = -15996571.565342
  nChanged 60
		SP:Iteration 23Q (62710.710000 sec): 3 clusters
  Score: Raw -16010105.555807 + Penalty 13481.465695 = -15996624.090111
  nChanged 37
		SP:Iteration 24Q (62711.060000 sec): 3 clusters
  Score: Raw -16010141.727504 + Penalty 13481.465695 = -15996660.261809
  nChanged 43
		SP:Iteration 25Q (62711.390000 sec): 3 clusters
  Score: Raw -16010184.481694 + Penalty 13481.465695 = -15996703.015999
  nChanged 30
		SP:Iteration 26Q (62711.730000 sec): 3 clusters
  Score: Raw -16010215.212461 + Penalty 13481.465695 = -15996733.746766
  nChanged 23
		SP:Iteration 27Q (62712.060000 sec): 3 clusters
  Score: Raw -16010237.039904 + Penalty 13481.465695 = -15996755.574209
  nChanged 15
		SP:Iteration 28Q (62712.390000 sec): 3 clusters
  Score: Raw -16010250.620797 + Penalty 13481.465695 = -15996769.155102
  nChanged 17
		SP:Iteration 29Q (62712.710000 sec): 3 clusters
  Score: Raw -16010263.477055 + Penalty 13481.465695 = -15996782.011360
  nChanged 12
		SP:Iteration 30Q (62713.040000 sec): 3 clusters
  Score: Raw -16010273.032441 + Penalty 13481.465695 = -15996791.566746
  nChanged 7
		SP:Iteration 31Q (62713.370000 sec): 3 clusters
  Score: Raw -16010282.534652 + Penalty 13481.465695 = -15996801.068957
  nChanged 11
		SP:Iteration 32Q (62713.710000 sec): 3 clusters
  Score: Raw -16010293.510677 + Penalty 13481.465695 = -15996812.044982
  nChanged 11
		SP:Iteration 33Q (62714.040000 sec): 3 clusters
  Score: Raw -16010304.975844 + Penalty 13481.465695 = -15996823.510149
  nChanged 6
		SP:Iteration 34Q (62714.380000 sec): 3 clusters
  Score: Raw -16010309.776300 + Penalty 13481.465695 = -15996828.310605
  nChanged 9
		SP:Iteration 35Q (62714.720000 sec): 3 clusters
  Score: Raw -16010319.047537 + Penalty 13481.465695 = -15996837.581842
  nChanged 6
		SP:Iteration 36Q (62715.050000 sec): 3 clusters
  Score: Raw -16010324.432975 + Penalty 13481.465695 = -15996842.967280
  nChanged 4
		SP:Iteration 37Q (62715.390000 sec): 3 clusters
  Score: Raw -16010328.573793 + Penalty 13481.465695 = -15996847.108098
  nChanged 3
		SP:Iteration 38Q (62715.720000 sec): 3 clusters
  Score: Raw -16010332.244555 + Penalty 13481.465695 = -15996850.778860
  nChanged 1
		SP:Iteration 39Q (62716.050000 sec): 3 clusters
  Score: Raw -16010333.092852 + Penalty 13481.465695 = -15996851.627157
  nChanged 0
		SP:Iteration 40F (62716.490000 sec): 3 clusters
  Score: Raw -16010333.092852 + Penalty 13481.465695 = -15996851.627157
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62716.620000 sec): 2 clusters
  Score: Raw -4008807.160997 + Penalty 5905.561525 = -4002901.599472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62716.730000 sec): 3 clusters
  Score: Raw -4001095.783583 + Penalty 11811.123050 = -3989284.660533
  nChanged 5967
		SP:Iteration 1F (62716.850000 sec): 3 clusters
  Score: Raw -4004392.852422 + Penalty 11811.123050 = -3992581.729372
  nChanged 1139
		SP:Iteration 2F (62716.960000 sec): 3 clusters
  Score: Raw -4005071.105368 + Penalty 11811.123050 = -3993259.982318
  nChanged 862
		SP:Iteration 3F (62717.080000 sec): 3 clusters
  Score: Raw -4005578.393471 + Penalty 11811.123050 = -3993767.270421
  nChanged 730
		SP:Iteration 4Q (62717.190000 sec): 3 clusters
  Score: Raw -4006093.331585 + Penalty 11811.123050 = -3994282.208535
  nChanged 713
		SP:Iteration 5Q (62717.310000 sec): 3 clusters
  Score: Raw -4006611.908884 + Penalty 11811.123050 = -3994800.785834
  nChanged 712
		SP:Iteration 6Q (62717.420000 sec): 3 clusters
  Score: Raw -4007157.225406 + Penalty 11811.123050 = -3995346.102356
  nChanged 692
		SP:Iteration 7Q (62717.530000 sec): 3 clusters
  Score: Raw -4007692.937621 + Penalty 11811.123050 = -3995881.814571
  nChanged 694
		SP:Iteration 8Q (62717.650000 sec): 3 clusters
  Score: Raw -4008237.141110 + Penalty 11811.123050 = -3996426.018060
  nChanged 703
		SP:Iteration 9Q (62717.760000 sec): 3 clusters
  Score: Raw -4008823.002949 + Penalty 11811.123050 = -3997011.879899
  nChanged 708
		SP:Iteration 10Q (62717.870000 sec): 3 clusters
  Score: Raw -4009369.417182 + Penalty 11811.123050 = -3997558.294132
  nChanged 588
		SP:Iteration 11Q (62717.990000 sec): 3 clusters
  Score: Raw -4009781.642905 + Penalty 11811.123050 = -3997970.519855
  nChanged 540
		SP:Iteration 12Q (62718.100000 sec): 3 clusters
  Score: Raw -4010125.334510 + Penalty 11811.123050 = -3998314.211460
  nChanged 477
		SP:Iteration 13Q (62718.210000 sec): 3 clusters
  Score: Raw -4010430.708951 + Penalty 11811.123050 = -3998619.585901
  nChanged 412
		SP:Iteration 14Q (62718.310000 sec): 3 clusters
  Score: Raw -4010684.926000 + Penalty 11811.123050 = -3998873.802950
  nChanged 389
		SP:Iteration 15Q (62718.420000 sec): 3 clusters
  Score: Raw -4010918.381157 + Penalty 11811.123050 = -3999107.258107
  nChanged 340
		SP:Iteration 16Q (62718.530000 sec): 3 clusters
  Score: Raw -4011099.760747 + Penalty 11811.123050 = -3999288.637697
  nChanged 268
		SP:Iteration 17Q (62718.650000 sec): 3 clusters
  Score: Raw -4011244.675893 + Penalty 11811.123050 = -3999433.552843
  nChanged 225
		SP:Iteration 18Q (62718.760000 sec): 3 clusters
  Score: Raw -4011372.880500 + Penalty 11811.123050 = -3999561.757450
  nChanged 221
		SP:Iteration 19Q (62718.870000 sec): 3 clusters
  Score: Raw -4011496.010925 + Penalty 11811.123050 = -3999684.887875
  nChanged 180
		SP:Iteration 20F (62718.990000 sec): 3 clusters
  Score: Raw -4011585.078484 + Penalty 11811.123050 = -3999773.955434
  nChanged 163
		SP:Iteration 21Q (62719.100000 sec): 3 clusters
  Score: Raw -4011664.777487 + Penalty 11811.123050 = -3999853.654436
  nChanged 150
		SP:Iteration 22Q (62719.210000 sec): 3 clusters
  Score: Raw -4011742.232305 + Penalty 11811.123050 = -3999931.109255
  nChanged 147
		SP:Iteration 23Q (62719.320000 sec): 3 clusters
  Score: Raw -4011814.595252 + Penalty 11811.123050 = -4000003.472201
  nChanged 136
		SP:Iteration 24Q (62719.430000 sec): 3 clusters
  Score: Raw -4011891.443671 + Penalty 11811.123050 = -4000080.320621
  nChanged 118
		SP:Iteration 25Q (62719.530000 sec): 3 clusters
  Score: Raw -4011962.163434 + Penalty 11811.123050 = -4000151.040384
  nChanged 117
		SP:Iteration 26Q (62719.640000 sec): 3 clusters
  Score: Raw -4012019.975464 + Penalty 11811.123050 = -4000208.852414
  nChanged 111
		SP:Iteration 27Q (62719.750000 sec): 3 clusters
  Score: Raw -4012064.847980 + Penalty 11811.123050 = -4000253.724930
  nChanged 98
		SP:Iteration 28Q (62719.860000 sec): 3 clusters
  Score: Raw -4012097.037846 + Penalty 11811.123050 = -4000285.914795
  nChanged 72
		SP:Iteration 29Q (62719.970000 sec): 3 clusters
  Score: Raw -4012119.902635 + Penalty 11811.123050 = -4000308.779585
  nChanged 59
		SP:Iteration 30Q (62720.070000 sec): 3 clusters
  Score: Raw -4012136.814612 + Penalty 11811.123050 = -4000325.691562
  nChanged 50
		SP:Iteration 31Q (62720.180000 sec): 3 clusters
  Score: Raw -4012149.785785 + Penalty 11811.123050 = -4000338.662735
  nChanged 38
		SP:Iteration 32Q (62720.290000 sec): 3 clusters
  Score: Raw -4012159.883124 + Penalty 11811.123050 = -4000348.760073
  nChanged 39
		SP:Iteration 33Q (62720.390000 sec): 3 clusters
  Score: Raw -4012169.955095 + Penalty 11811.123050 = -4000358.832045
  nChanged 28
		SP:Iteration 34Q (62720.500000 sec): 3 clusters
  Score: Raw -4012178.099864 + Penalty 11811.123050 = -4000366.976814
  nChanged 26
		SP:Iteration 35Q (62720.610000 sec): 3 clusters
  Score: Raw -4012185.443843 + Penalty 11811.123050 = -4000374.320793
  nChanged 26
		SP:Iteration 36Q (62720.710000 sec): 3 clusters
  Score: Raw -4012191.782405 + Penalty 11811.123050 = -4000380.659355
  nChanged 26
		SP:Iteration 37Q (62720.820000 sec): 3 clusters
  Score: Raw -4012197.413007 + Penalty 11811.123050 = -4000386.289957
  nChanged 17
		SP:Iteration 38Q (62720.930000 sec): 3 clusters
  Score: Raw -4012200.661690 + Penalty 11811.123050 = -4000389.538640
  nChanged 9
		SP:Iteration 39Q (62721.030000 sec): 3 clusters
  Score: Raw -4012202.837161 + Penalty 11811.123050 = -4000391.714111
  nChanged 11
		SP:Iteration 40F (62721.150000 sec): 3 clusters
  Score: Raw -4012205.574770 + Penalty 11811.123050 = -4000394.451720
  nChanged 14
		SP:Iteration 41Q (62721.260000 sec): 3 clusters
  Score: Raw -4012208.735536 + Penalty 11811.123050 = -4000397.612486
  nChanged 12
		SP:Iteration 42Q (62721.370000 sec): 3 clusters
  Score: Raw -4012211.706797 + Penalty 11811.123050 = -4000400.583747
  nChanged 7
		SP:Iteration 43Q (62721.470000 sec): 3 clusters
  Score: Raw -4012213.338431 + Penalty 11811.123050 = -4000402.215381
  nChanged 10
		SP:Iteration 44Q (62721.580000 sec): 3 clusters
  Score: Raw -4012215.229604 + Penalty 11811.123050 = -4000404.106554
  nChanged 5
		SP:Iteration 45Q (62721.690000 sec): 3 clusters
  Score: Raw -4012216.393931 + Penalty 11811.123050 = -4000405.270881
  nChanged 1
		SP:Iteration 46Q (62721.800000 sec): 3 clusters
  Score: Raw -4012216.577221 + Penalty 11811.123050 = -4000405.454171
  nChanged 2
		SP:Iteration 47Q (62721.910000 sec): 3 clusters
  Score: Raw -4012217.204550 + Penalty 11811.123050 = -4000406.081500
  nChanged 5
		SP:Iteration 48Q (62722.010000 sec): 3 clusters
  Score: Raw -4012218.324950 + Penalty 11811.123050 = -4000407.201900
  nChanged 6
		SP:Iteration 49Q (62722.120000 sec): 3 clusters
  Score: Raw -4012219.493360 + Penalty 11811.123050 = -4000408.370310
  nChanged 4
		SP:Iteration 50Q (62722.230000 sec): 3 clusters
  Score: Raw -4012220.327702 + Penalty 11811.123050 = -4000409.204652
  nChanged 0
		SP:Iteration 51F (62722.350000 sec): 3 clusters
  Score: Raw -4012220.327702 + Penalty 11811.123050 = -4000409.204652
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62723.870000 sec): 2 clusters
  Score: Raw -57594383.161046 + Penalty 7522.892910 = -57586860.268136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62725.550000 sec): 3 clusters
  Score: Raw -57457239.850062 + Penalty 15045.785820 = -57442194.064242
  nChanged 101518
		SP:Iteration 1F (62727.230000 sec): 3 clusters
  Score: Raw -57515170.926552 + Penalty 15045.785820 = -57500125.140732
  nChanged 7500
		SP:Iteration 2Q (62728.870000 sec): 3 clusters
  Score: Raw -57517260.375850 + Penalty 15045.785820 = -57502214.590030
  nChanged 8429
		SP:Iteration 3Q (62730.500000 sec): 3 clusters
  Score: Raw -57520277.184671 + Penalty 15045.785820 = -57505231.398851
  nChanged 10077
		SP:Iteration 4Q (62732.120000 sec): 3 clusters
  Score: Raw -57524999.074319 + Penalty 15045.785820 = -57509953.288499
  nChanged 12491
		SP:Iteration 5F (62733.720000 sec): 3 clusters
  Score: Raw -57532155.484722 + Penalty 15045.785820 = -57517109.698901
  nChanged 14307
		SP:Iteration 6F (62735.340000 sec): 3 clusters
  Score: Raw -57541074.032380 + Penalty 15045.785820 = -57526028.246560
  nChanged 14625
		SP:Iteration 7F (62736.930000 sec): 3 clusters
  Score: Raw -57550122.597660 + Penalty 15045.785820 = -57535076.811840
  nChanged 13368
		SP:Iteration 8F (62738.540000 sec): 3 clusters
  Score: Raw -57558128.387751 + Penalty 15045.785820 = -57543082.601931
  nChanged 11212
		SP:Iteration 9F (62740.140000 sec): 3 clusters
  Score: Raw -57564853.017724 + Penalty 15045.785820 = -57549807.231904
  nChanged 9318
		SP:Iteration 10Q (62741.760000 sec): 3 clusters
  Score: Raw -57570769.150035 + Penalty 15045.785820 = -57555723.364215
  nChanged 7892
		SP:Iteration 11Q (62743.350000 sec): 3 clusters
  Score: Raw -57576451.850183 + Penalty 15045.785820 = -57561406.064362
  nChanged 6971
		SP:Iteration 12Q (62744.890000 sec): 3 clusters
  Score: Raw -57581760.241992 + Penalty 15045.785820 = -57566714.456172
  nChanged 5814
		SP:Iteration 13Q (62746.390000 sec): 3 clusters
  Score: Raw -57586066.684635 + Penalty 15045.785820 = -57571020.898814
  nChanged 4624
		SP:Iteration 14Q (62747.830000 sec): 3 clusters
  Score: Raw -57589209.873106 + Penalty 15045.785820 = -57574164.087286
  nChanged 3754
		SP:Iteration 15Q (62749.210000 sec): 3 clusters
  Score: Raw -57591551.152889 + Penalty 15045.785820 = -57576505.367069
  nChanged 3084
		SP:Iteration 16Q (62750.540000 sec): 3 clusters
  Score: Raw -57593393.393514 + Penalty 15045.785820 = -57578347.607693
  nChanged 2562
		SP:Iteration 17Q (62751.840000 sec): 3 clusters
  Score: Raw -57594842.284348 + Penalty 15045.785820 = -57579796.498528
  nChanged 2152
		SP:Iteration 18Q (62753.110000 sec): 3 clusters
  Score: Raw -57596021.721429 + Penalty 15045.785820 = -57580975.935609
  nChanged 1771
		SP:Iteration 19Q (62754.340000 sec): 3 clusters
  Score: Raw -57596922.364090 + Penalty 15045.785820 = -57581876.578270
  nChanged 1372
		SP:Iteration 20F (62755.960000 sec): 3 clusters
  Score: Raw -57597541.834697 + Penalty 15045.785820 = -57582496.048877
  nChanged 1125
		SP:Iteration 21Q (62757.160000 sec): 3 clusters
  Score: Raw -57598010.149717 + Penalty 15045.785820 = -57582964.363896
  nChanged 853
		SP:Iteration 22Q (62758.350000 sec): 3 clusters
  Score: Raw -57598315.861871 + Penalty 15045.785820 = -57583270.076051
  nChanged 665
		SP:Iteration 23Q (62759.530000 sec): 3 clusters
  Score: Raw -57598527.824563 + Penalty 15045.785820 = -57583482.038742
  nChanged 508
		SP:Iteration 24Q (62760.700000 sec): 3 clusters
  Score: Raw -57598666.273413 + Penalty 15045.785820 = -57583620.487593
  nChanged 428
		SP:Iteration 25Q (62761.860000 sec): 3 clusters
  Score: Raw -57598766.222940 + Penalty 15045.785820 = -57583720.437119
  nChanged 306
		SP:Iteration 26Q (62763.010000 sec): 3 clusters
  Score: Raw -57598829.504463 + Penalty 15045.785820 = -57583783.718643
  nChanged 276
		SP:Iteration 27Q (62764.170000 sec): 3 clusters
  Score: Raw -57598883.123616 + Penalty 15045.785820 = -57583837.337796
  nChanged 228
		SP:Iteration 28Q (62765.330000 sec): 3 clusters
  Score: Raw -57598923.238870 + Penalty 15045.785820 = -57583877.453050
  nChanged 167
		SP:Iteration 29Q (62766.470000 sec): 3 clusters
  Score: Raw -57598949.163807 + Penalty 15045.785820 = -57583903.377987
  nChanged 142
		SP:Iteration 30Q (62767.610000 sec): 3 clusters
  Score: Raw -57598971.676959 + Penalty 15045.785820 = -57583925.891138
  nChanged 136
		SP:Iteration 31Q (62768.780000 sec): 3 clusters
  Score: Raw -57598991.228573 + Penalty 15045.785820 = -57583945.442752
  nChanged 107
		SP:Iteration 32Q (62769.950000 sec): 3 clusters
  Score: Raw -57599005.827987 + Penalty 15045.785820 = -57583960.042166
  nChanged 81
		SP:Iteration 33Q (62771.100000 sec): 3 clusters
  Score: Raw -57599016.499319 + Penalty 15045.785820 = -57583970.713499
  nChanged 61
		SP:Iteration 34Q (62772.280000 sec): 3 clusters
  Score: Raw -57599024.159178 + Penalty 15045.785820 = -57583978.373358
  nChanged 55
		SP:Iteration 35Q (62773.460000 sec): 3 clusters
  Score: Raw -57599031.653051 + Penalty 15045.785820 = -57583985.867231
  nChanged 50
		SP:Iteration 36Q (62774.640000 sec): 3 clusters
  Score: Raw -57599038.165594 + Penalty 15045.785820 = -57583992.379773
  nChanged 45
		SP:Iteration 37Q (62775.810000 sec): 3 clusters
  Score: Raw -57599043.926354 + Penalty 15045.785820 = -57583998.140533
  nChanged 43
		SP:Iteration 38Q (62776.960000 sec): 3 clusters
  Score: Raw -57599048.945657 + Penalty 15045.785820 = -57584003.159837
  nChanged 23
		SP:Iteration 39Q (62778.100000 sec): 3 clusters
  Score: Raw -57599051.381168 + Penalty 15045.785820 = -57584005.595347
  nChanged 23
		SP:Iteration 40F (62779.700000 sec): 3 clusters
  Score: Raw -57599053.174028 + Penalty 15045.785820 = -57584007.388207
  nChanged 19
		SP:Iteration 41Q (62780.830000 sec): 3 clusters
  Score: Raw -57599055.005773 + Penalty 15045.785820 = -57584009.219953
  nChanged 19
		SP:Iteration 42Q (62781.990000 sec): 3 clusters
  Score: Raw -57599056.914047 + Penalty 15045.785820 = -57584011.128227
  nChanged 17
		SP:Iteration 43Q (62783.170000 sec): 3 clusters
  Score: Raw -57599058.727916 + Penalty 15045.785820 = -57584012.942096
  nChanged 17
		SP:Iteration 44Q (62784.340000 sec): 3 clusters
  Score: Raw -57599060.452225 + Penalty 15045.785820 = -57584014.666405
  nChanged 17
		SP:Iteration 45Q (62785.510000 sec): 3 clusters
  Score: Raw -57599061.963823 + Penalty 15045.785820 = -57584016.178003
  nChanged 20
		SP:Iteration 46Q (62786.660000 sec): 3 clusters
  Score: Raw -57599064.211771 + Penalty 15045.785820 = -57584018.425951
  nChanged 14
		SP:Iteration 47Q (62787.850000 sec): 3 clusters
  Score: Raw -57599065.699160 + Penalty 15045.785820 = -57584019.913340
  nChanged 13
		SP:Iteration 48Q (62788.980000 sec): 3 clusters
  Score: Raw -57599066.899442 + Penalty 15045.785820 = -57584021.113622
  nChanged 14
		SP:Iteration 49Q (62790.140000 sec): 3 clusters
  Score: Raw -57599068.348643 + Penalty 15045.785820 = -57584022.562823
  nChanged 10
		SP:Iteration 50Q (62791.330000 sec): 3 clusters
  Score: Raw -57599069.381814 + Penalty 15045.785820 = -57584023.595993
  nChanged 12
		SP:Iteration 51Q (62792.520000 sec): 3 clusters
  Score: Raw -57599070.537497 + Penalty 15045.785820 = -57584024.751677
  nChanged 13
		SP:Iteration 52Q (62793.710000 sec): 3 clusters
  Score: Raw -57599072.043211 + Penalty 15045.785820 = -57584026.257391
  nChanged 24
		SP:Iteration 53Q (62794.880000 sec): 3 clusters
  Score: Raw -57599075.047816 + Penalty 15045.785820 = -57584029.261996
  nChanged 24
		SP:Iteration 54Q (62796.040000 sec): 3 clusters
  Score: Raw -57599078.049451 + Penalty 15045.785820 = -57584032.263631
  nChanged 23
		SP:Iteration 55Q (62797.210000 sec): 3 clusters
  Score: Raw -57599081.128621 + Penalty 15045.785820 = -57584035.342800
  nChanged 14
		SP:Iteration 56Q (62798.390000 sec): 3 clusters
  Score: Raw -57599082.638839 + Penalty 15045.785820 = -57584036.853019
  nChanged 17
		SP:Iteration 57Q (62799.570000 sec): 3 clusters
  Score: Raw -57599084.670516 + Penalty 15045.785820 = -57584038.884695
  nChanged 11
		SP:Iteration 58Q (62800.750000 sec): 3 clusters
  Score: Raw -57599085.620929 + Penalty 15045.785820 = -57584039.835109
  nChanged 9
		SP:Iteration 59Q (62801.910000 sec): 3 clusters
  Score: Raw -57599086.415276 + Penalty 15045.785820 = -57584040.629456
  nChanged 6
		SP:Iteration 60F (62803.570000 sec): 3 clusters
  Score: Raw -57599087.003556 + Penalty 15045.785820 = -57584041.217736
  nChanged 10
		SP:Iteration 61Q (62804.720000 sec): 3 clusters
  Score: Raw -57599087.847608 + Penalty 15045.785820 = -57584042.061788
  nChanged 13
		SP:Iteration 62Q (62805.850000 sec): 3 clusters
  Score: Raw -57599088.983897 + Penalty 15045.785820 = -57584043.198077
  nChanged 11
		SP:Iteration 63Q (62806.990000 sec): 3 clusters
  Score: Raw -57599089.902316 + Penalty 15045.785820 = -57584044.116496
  nChanged 6
		SP:Iteration 64Q (62808.120000 sec): 3 clusters
  Score: Raw -57599090.436628 + Penalty 15045.785820 = -57584044.650807
  nChanged 6
		SP:Iteration 65Q (62809.260000 sec): 3 clusters
  Score: Raw -57599090.992254 + Penalty 15045.785820 = -57584045.206434
  nChanged 6
		SP:Iteration 66Q (62810.380000 sec): 3 clusters
  Score: Raw -57599091.465098 + Penalty 15045.785820 = -57584045.679278
  nChanged 4
		SP:Iteration 67Q (62811.520000 sec): 3 clusters
  Score: Raw -57599091.815038 + Penalty 15045.785820 = -57584046.029218
  nChanged 8
		SP:Iteration 68Q (62812.650000 sec): 3 clusters
  Score: Raw -57599092.602680 + Penalty 15045.785820 = -57584046.816860
  nChanged 10
		SP:Iteration 69Q (62813.780000 sec): 3 clusters
  Score: Raw -57599093.586871 + Penalty 15045.785820 = -57584047.801051
  nChanged 5
		SP:Iteration 70Q (62814.920000 sec): 3 clusters
  Score: Raw -57599094.159682 + Penalty 15045.785820 = -57584048.373861
  nChanged 5
		SP:Iteration 71Q (62816.050000 sec): 3 clusters
  Score: Raw -57599094.543524 + Penalty 15045.785820 = -57584048.757703
  nChanged 5
		SP:Iteration 72Q (62817.180000 sec): 3 clusters
  Score: Raw -57599094.888267 + Penalty 15045.785820 = -57584049.102446
  nChanged 4
		SP:Iteration 73Q (62818.310000 sec): 3 clusters
  Score: Raw -57599095.185328 + Penalty 15045.785820 = -57584049.399508
  nChanged 4
		SP:Iteration 74Q (62819.440000 sec): 3 clusters
  Score: Raw -57599095.619679 + Penalty 15045.785820 = -57584049.833859
  nChanged 3
		SP:Iteration 75Q (62820.570000 sec): 3 clusters
  Score: Raw -57599095.872153 + Penalty 15045.785820 = -57584050.086332
  nChanged 3
		SP:Iteration 76Q (62821.700000 sec): 3 clusters
  Score: Raw -57599096.054459 + Penalty 15045.785820 = -57584050.268638
  nChanged 2
		SP:Iteration 77Q (62822.840000 sec): 3 clusters
  Score: Raw -57599096.208291 + Penalty 15045.785820 = -57584050.422471
  nChanged 0
		SP:Iteration 78F (62824.440000 sec): 3 clusters
  Score: Raw -57599096.208291 + Penalty 15045.785820 = -57584050.422471
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62824.650000 sec): 2 clusters
  Score: Raw -3104029.073625 + Penalty 5758.392092 = -3098270.681533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62824.740000 sec): 3 clusters
  Score: Raw -3098162.248677 + Penalty 11516.784184 = -3086645.464493
  nChanged 4610
		SP:Iteration 1F (62824.830000 sec): 3 clusters
  Score: Raw -3100893.593612 + Penalty 11516.784184 = -3089376.809428
  nChanged 975
		SP:Iteration 2F (62824.920000 sec): 3 clusters
  Score: Raw -3101541.864183 + Penalty 11516.784184 = -3090025.080000
  nChanged 661
		SP:Iteration 3F (62825.010000 sec): 3 clusters
  Score: Raw -3101997.454430 + Penalty 11516.784184 = -3090480.670246
  nChanged 560
		SP:Iteration 4Q (62825.100000 sec): 3 clusters
  Score: Raw -3102417.466546 + Penalty 11516.784184 = -3090900.682362
  nChanged 543
		SP:Iteration 5Q (62825.180000 sec): 3 clusters
  Score: Raw -3102857.428729 + Penalty 11516.784184 = -3091340.644546
  nChanged 554
		SP:Iteration 6Q (62825.270000 sec): 3 clusters
  Score: Raw -3103349.559919 + Penalty 11516.784184 = -3091832.775735
  nChanged 582
		SP:Iteration 7Q (62825.360000 sec): 3 clusters
  Score: Raw -3103927.515681 + Penalty 11516.784184 = -3092410.731497
  nChanged 637
		SP:Iteration 8F (62825.450000 sec): 3 clusters
  Score: Raw -3104715.652335 + Penalty 11516.784184 = -3093198.868151
  nChanged 730
		SP:Iteration 9F (62825.540000 sec): 3 clusters
  Score: Raw -3105773.421534 + Penalty 11516.784184 = -3094256.637351
  nChanged 670
		SP:Iteration 10F (62825.620000 sec): 3 clusters
  Score: Raw -3106643.005922 + Penalty 11516.784184 = -3095126.221739
  nChanged 548
		SP:Iteration 11Q (62825.710000 sec): 3 clusters
  Score: Raw -3107218.758718 + Penalty 11516.784184 = -3095701.974534
  nChanged 372
		SP:Iteration 12Q (62825.790000 sec): 3 clusters
  Score: Raw -3107541.263583 + Penalty 11516.784184 = -3096024.479399
  nChanged 253
		SP:Iteration 13Q (62825.870000 sec): 3 clusters
  Score: Raw -3107727.259015 + Penalty 11516.784184 = -3096210.474831
  nChanged 205
		SP:Iteration 14Q (62825.940000 sec): 3 clusters
  Score: Raw -3107862.917522 + Penalty 11516.784184 = -3096346.133338
  nChanged 154
		SP:Iteration 15Q (62826.020000 sec): 3 clusters
  Score: Raw -3107968.673771 + Penalty 11516.784184 = -3096451.889587
  nChanged 158
		SP:Iteration 16Q (62826.100000 sec): 3 clusters
  Score: Raw -3108083.070642 + Penalty 11516.784184 = -3096566.286459
  nChanged 152
		SP:Iteration 17Q (62826.180000 sec): 3 clusters
  Score: Raw -3108188.743444 + Penalty 11516.784184 = -3096671.959260
  nChanged 130
		SP:Iteration 18Q (62826.260000 sec): 3 clusters
  Score: Raw -3108302.358548 + Penalty 11516.784184 = -3096785.574364
  nChanged 137
		SP:Iteration 19Q (62826.330000 sec): 3 clusters
  Score: Raw -3108434.231369 + Penalty 11516.784184 = -3096917.447185
  nChanged 160
		SP:Iteration 20F (62826.420000 sec): 3 clusters
  Score: Raw -3108616.619677 + Penalty 11516.784184 = -3097099.835493
  nChanged 172
		SP:Iteration 21Q (62826.500000 sec): 3 clusters
  Score: Raw -3108805.629614 + Penalty 11516.784184 = -3097288.845430
  nChanged 167
		SP:Iteration 22Q (62826.570000 sec): 3 clusters
  Score: Raw -3108978.140965 + Penalty 11516.784184 = -3097461.356781
  nChanged 141
		SP:Iteration 23Q (62826.640000 sec): 3 clusters
  Score: Raw -3109079.990246 + Penalty 11516.784184 = -3097563.206062
  nChanged 104
		SP:Iteration 24Q (62826.720000 sec): 3 clusters
  Score: Raw -3109138.137634 + Penalty 11516.784184 = -3097621.353450
  nChanged 70
		SP:Iteration 25Q (62826.790000 sec): 3 clusters
  Score: Raw -3109170.318290 + Penalty 11516.784184 = -3097653.534107
  nChanged 42
		SP:Iteration 26Q (62826.860000 sec): 3 clusters
  Score: Raw -3109188.745717 + Penalty 11516.784184 = -3097671.961534
  nChanged 35
		SP:Iteration 27Q (62826.930000 sec): 3 clusters
  Score: Raw -3109205.150796 + Penalty 11516.784184 = -3097688.366612
  nChanged 28
		SP:Iteration 28Q (62827.010000 sec): 3 clusters
  Score: Raw -3109215.093768 + Penalty 11516.784184 = -3097698.309585
  nChanged 21
		SP:Iteration 29Q (62827.080000 sec): 3 clusters
  Score: Raw -3109220.979957 + Penalty 11516.784184 = -3097704.195773
  nChanged 14
		SP:Iteration 30Q (62827.160000 sec): 3 clusters
  Score: Raw -3109226.809835 + Penalty 11516.784184 = -3097710.025651
  nChanged 13
		SP:Iteration 31Q (62827.230000 sec): 3 clusters
  Score: Raw -3109233.676473 + Penalty 11516.784184 = -3097716.892289
  nChanged 21
		SP:Iteration 32Q (62827.300000 sec): 3 clusters
  Score: Raw -3109241.960613 + Penalty 11516.784184 = -3097725.176430
  nChanged 17
		SP:Iteration 33Q (62827.380000 sec): 3 clusters
  Score: Raw -3109248.528856 + Penalty 11516.784184 = -3097731.744673
  nChanged 13
		SP:Iteration 34Q (62827.450000 sec): 3 clusters
  Score: Raw -3109253.405452 + Penalty 11516.784184 = -3097736.621268
  nChanged 14
		SP:Iteration 35Q (62827.530000 sec): 3 clusters
  Score: Raw -3109259.229118 + Penalty 11516.784184 = -3097742.444934
  nChanged 13
		SP:Iteration 36Q (62827.600000 sec): 3 clusters
  Score: Raw -3109262.792827 + Penalty 11516.784184 = -3097746.008643
  nChanged 6
		SP:Iteration 37Q (62827.680000 sec): 3 clusters
  Score: Raw -3109264.672002 + Penalty 11516.784184 = -3097747.887818
  nChanged 9
		SP:Iteration 38Q (62827.750000 sec): 3 clusters
  Score: Raw -3109267.702187 + Penalty 11516.784184 = -3097750.918004
  nChanged 5
		SP:Iteration 39Q (62827.820000 sec): 3 clusters
  Score: Raw -3109269.465338 + Penalty 11516.784184 = -3097752.681154
  nChanged 3
		SP:Iteration 40F (62827.910000 sec): 3 clusters
  Score: Raw -3109270.107790 + Penalty 11516.784184 = -3097753.323606
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (21017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62828.060000 sec): 2 clusters
  Score: Raw -5600791.020677 + Penalty 6096.265734 = -5594694.754943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62828.220000 sec): 3 clusters
  Score: Raw -5589906.881708 + Penalty 12192.531468 = -5577714.350240
  nChanged 8567
		SP:Iteration 1F (62828.370000 sec): 3 clusters
  Score: Raw -5594656.995970 + Penalty 12192.531468 = -5582464.464501
  nChanged 1440
		SP:Iteration 2F (62828.530000 sec): 3 clusters
  Score: Raw -5595640.573555 + Penalty 12192.531468 = -5583448.042086
  nChanged 1243
		SP:Iteration 3F (62828.690000 sec): 3 clusters
  Score: Raw -5596457.301544 + Penalty 12192.531468 = -5584264.770076
  nChanged 1061
		SP:Iteration 4F (62828.850000 sec): 3 clusters
  Score: Raw -5597103.057892 + Penalty 12192.531468 = -5584910.526423
  nChanged 898
		SP:Iteration 5Q (62829.010000 sec): 3 clusters
  Score: Raw -5597578.587565 + Penalty 12192.531468 = -5585386.056097
  nChanged 801
		SP:Iteration 6Q (62829.170000 sec): 3 clusters
  Score: Raw -5597960.639095 + Penalty 12192.531468 = -5585768.107626
  nChanged 712
		SP:Iteration 7Q (62829.330000 sec): 3 clusters
  Score: Raw -5598327.662440 + Penalty 12192.531468 = -5586135.130972
  nChanged 715
		SP:Iteration 8Q (62829.490000 sec): 3 clusters
  Score: Raw -5598706.969922 + Penalty 12192.531468 = -5586514.438453
  nChanged 744
		SP:Iteration 9Q (62829.640000 sec): 3 clusters
  Score: Raw -5599116.758372 + Penalty 12192.531468 = -5586924.226904
  nChanged 772
		SP:Iteration 10Q (62829.790000 sec): 3 clusters
  Score: Raw -5599573.223284 + Penalty 12192.531468 = -5587380.691816
  nChanged 819
		SP:Iteration 11Q (62829.940000 sec): 3 clusters
  Score: Raw -5600074.431296 + Penalty 12192.531468 = -5587881.899828
  nChanged 848
		SP:Iteration 12Q (62830.090000 sec): 3 clusters
  Score: Raw -5600593.134470 + Penalty 12192.531468 = -5588400.603001
  nChanged 862
		SP:Iteration 13Q (62830.240000 sec): 3 clusters
  Score: Raw -5601088.135046 + Penalty 12192.531468 = -5588895.603578
  nChanged 729
		SP:Iteration 14Q (62830.390000 sec): 3 clusters
  Score: Raw -5601478.534303 + Penalty 12192.531468 = -5589286.002834
  nChanged 641
		SP:Iteration 15Q (62830.550000 sec): 3 clusters
  Score: Raw -5601786.271806 + Penalty 12192.531468 = -5589593.740338
  nChanged 517
		SP:Iteration 16Q (62830.700000 sec): 3 clusters
  Score: Raw -5602021.397950 + Penalty 12192.531468 = -5589828.866481
  nChanged 478
		SP:Iteration 17Q (62830.850000 sec): 3 clusters
  Score: Raw -5602242.369839 + Penalty 12192.531468 = -5590049.838370
  nChanged 438
		SP:Iteration 18Q (62831.000000 sec): 3 clusters
  Score: Raw -5602412.568480 + Penalty 12192.531468 = -5590220.037012
  nChanged 330
		SP:Iteration 19Q (62831.150000 sec): 3 clusters
  Score: Raw -5602525.141790 + Penalty 12192.531468 = -5590332.610322
  nChanged 262
		SP:Iteration 20F (62831.300000 sec): 3 clusters
  Score: Raw -5602602.955423 + Penalty 12192.531468 = -5590410.423954
  nChanged 204
		SP:Iteration 21Q (62831.450000 sec): 3 clusters
  Score: Raw -5602662.676253 + Penalty 12192.531468 = -5590470.144785
  nChanged 173
		SP:Iteration 22Q (62831.600000 sec): 3 clusters
  Score: Raw -5602715.041459 + Penalty 12192.531468 = -5590522.509990
  nChanged 143
		SP:Iteration 23Q (62831.750000 sec): 3 clusters
  Score: Raw -5602762.233207 + Penalty 12192.531468 = -5590569.701739
  nChanged 131
		SP:Iteration 24Q (62831.910000 sec): 3 clusters
  Score: Raw -5602801.110858 + Penalty 12192.531468 = -5590608.579389
  nChanged 111
		SP:Iteration 25Q (62832.050000 sec): 3 clusters
  Score: Raw -5602834.131754 + Penalty 12192.531468 = -5590641.600285
  nChanged 104
		SP:Iteration 26Q (62832.210000 sec): 3 clusters
  Score: Raw -5602865.339091 + Penalty 12192.531468 = -5590672.807623
  nChanged 94
		SP:Iteration 27Q (62832.350000 sec): 3 clusters
  Score: Raw -5602892.278006 + Penalty 12192.531468 = -5590699.746537
  nChanged 83
		SP:Iteration 28Q (62832.510000 sec): 3 clusters
  Score: Raw -5602916.530112 + Penalty 12192.531468 = -5590723.998644
  nChanged 87
		SP:Iteration 29Q (62832.660000 sec): 3 clusters
  Score: Raw -5602939.084921 + Penalty 12192.531468 = -5590746.553453
  nChanged 73
		SP:Iteration 30Q (62832.810000 sec): 3 clusters
  Score: Raw -5602957.164233 + Penalty 12192.531468 = -5590764.632764
  nChanged 57
		SP:Iteration 31Q (62832.960000 sec): 3 clusters
  Score: Raw -5602968.885083 + Penalty 12192.531468 = -5590776.353615
  nChanged 45
		SP:Iteration 32Q (62833.110000 sec): 3 clusters
  Score: Raw -5602977.734372 + Penalty 12192.531468 = -5590785.202903
  nChanged 41
		SP:Iteration 33Q (62833.260000 sec): 3 clusters
  Score: Raw -5602984.539682 + Penalty 12192.531468 = -5590792.008213
  nChanged 31
		SP:Iteration 34Q (62833.410000 sec): 3 clusters
  Score: Raw -5602989.631399 + Penalty 12192.531468 = -5590797.099931
  nChanged 28
		SP:Iteration 35Q (62833.560000 sec): 3 clusters
  Score: Raw -5602994.309228 + Penalty 12192.531468 = -5590801.777760
  nChanged 21
		SP:Iteration 36Q (62833.710000 sec): 3 clusters
  Score: Raw -5602998.038578 + Penalty 12192.531468 = -5590805.507110
  nChanged 19
		SP:Iteration 37Q (62833.860000 sec): 3 clusters
  Score: Raw -5603000.877292 + Penalty 12192.531468 = -5590808.345823
  nChanged 13
		SP:Iteration 38Q (62834.010000 sec): 3 clusters
  Score: Raw -5603002.898990 + Penalty 12192.531468 = -5590810.367521
  nChanged 16
		SP:Iteration 39Q (62834.160000 sec): 3 clusters
  Score: Raw -5603005.349203 + Penalty 12192.531468 = -5590812.817735
  nChanged 17
		SP:Iteration 40F (62834.310000 sec): 3 clusters
  Score: Raw -5603008.802872 + Penalty 12192.531468 = -5590816.271404
  nChanged 20
		SP:Iteration 41Q (62834.460000 sec): 3 clusters
  Score: Raw -5603012.103870 + Penalty 12192.531468 = -5590819.572402
  nChanged 16
		SP:Iteration 42Q (62834.610000 sec): 3 clusters
  Score: Raw -5603014.523328 + Penalty 12192.531468 = -5590821.991860
  nChanged 15
		SP:Iteration 43Q (62834.770000 sec): 3 clusters
  Score: Raw -5603016.873293 + Penalty 12192.531468 = -5590824.341824
  nChanged 11
		SP:Iteration 44Q (62834.910000 sec): 3 clusters
  Score: Raw -5603018.493520 + Penalty 12192.531468 = -5590825.962051
  nChanged 9
		SP:Iteration 45Q (62835.070000 sec): 3 clusters
  Score: Raw -5603019.987393 + Penalty 12192.531468 = -5590827.455925
  nChanged 7
		SP:Iteration 46Q (62835.210000 sec): 3 clusters
  Score: Raw -5603020.853828 + Penalty 12192.531468 = -5590828.322360
  nChanged 2
		SP:Iteration 47Q (62835.370000 sec): 3 clusters
  Score: Raw -5603021.081168 + Penalty 12192.531468 = -5590828.549699
  nChanged 1
		SP:Iteration 48Q (62835.510000 sec): 3 clusters
  Score: Raw -5603021.262942 + Penalty 12192.531468 = -5590828.731474
  nChanged 2
		SP:Iteration 49Q (62835.670000 sec): 3 clusters
  Score: Raw -5603021.488328 + Penalty 12192.531468 = -5590828.956860
  nChanged 3
		SP:Iteration 50Q (62835.820000 sec): 3 clusters
  Score: Raw -5603022.004958 + Penalty 12192.531468 = -5590829.473490
  nChanged 4
		SP:Iteration 51Q (62835.970000 sec): 3 clusters
  Score: Raw -5603022.665435 + Penalty 12192.531468 = -5590830.133967
  nChanged 2
		SP:Iteration 52Q (62836.120000 sec): 3 clusters
  Score: Raw -5603023.018413 + Penalty 12192.531468 = -5590830.486944
  nChanged 3
		SP:Iteration 53Q (62836.270000 sec): 3 clusters
  Score: Raw -5603023.513503 + Penalty 12192.531468 = -5590830.982034
  nChanged 5
		SP:Iteration 54Q (62836.420000 sec): 3 clusters
  Score: Raw -5603024.398167 + Penalty 12192.531468 = -5590831.866699
  nChanged 5
		SP:Iteration 55Q (62836.570000 sec): 3 clusters
  Score: Raw -5603025.005941 + Penalty 12192.531468 = -5590832.474472
  nChanged 2
		SP:Iteration 56Q (62836.720000 sec): 3 clusters
  Score: Raw -5603025.376247 + Penalty 12192.531468 = -5590832.844779
  nChanged 2
		SP:Iteration 57Q (62836.870000 sec): 3 clusters
  Score: Raw -5603025.621654 + Penalty 12192.531468 = -5590833.090186
  nChanged 0
		SP:Iteration 58F (62837.020000 sec): 3 clusters
  Score: Raw -5603025.621654 + Penalty 12192.531468 = -5590833.090186
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62837.070000 sec): 2 clusters
  Score: Raw -1488192.425045 + Penalty 5302.385019 = -1482890.040025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62837.110000 sec): 3 clusters
  Score: Raw -1486001.511939 + Penalty 10604.770039 = -1475396.741900
  nChanged 1875
		SP:Iteration 1F (62837.150000 sec): 3 clusters
  Score: Raw -1487280.627925 + Penalty 10604.770039 = -1476675.857886
  nChanged 411
		SP:Iteration 2F (62837.200000 sec): 3 clusters
  Score: Raw -1487613.938985 + Penalty 10604.770039 = -1477009.168946
  nChanged 254
		SP:Iteration 3Q (62837.240000 sec): 3 clusters
  Score: Raw -1487809.672132 + Penalty 10604.770039 = -1477204.902094
  nChanged 193
		SP:Iteration 4Q (62837.280000 sec): 3 clusters
  Score: Raw -1487962.085869 + Penalty 10604.770039 = -1477357.315831
  nChanged 152
		SP:Iteration 5Q (62837.320000 sec): 3 clusters
  Score: Raw -1488072.866082 + Penalty 10604.770039 = -1477468.096043
  nChanged 130
		SP:Iteration 6Q (62837.360000 sec): 3 clusters
  Score: Raw -1488165.332994 + Penalty 10604.770039 = -1477560.562955
  nChanged 100
		SP:Iteration 7Q (62837.400000 sec): 3 clusters
  Score: Raw -1488235.920929 + Penalty 10604.770039 = -1477631.150890
  nChanged 82
		SP:Iteration 8Q (62837.440000 sec): 3 clusters
  Score: Raw -1488301.403505 + Penalty 10604.770039 = -1477696.633466
  nChanged 83
		SP:Iteration 9Q (62837.480000 sec): 3 clusters
  Score: Raw -1488362.163076 + Penalty 10604.770039 = -1477757.393038
  nChanged 76
		SP:Iteration 10Q (62837.520000 sec): 3 clusters
  Score: Raw -1488410.202955 + Penalty 10604.770039 = -1477805.432916
  nChanged 66
		SP:Iteration 11Q (62837.570000 sec): 3 clusters
  Score: Raw -1488450.911583 + Penalty 10604.770039 = -1477846.141544
  nChanged 55
		SP:Iteration 12Q (62837.610000 sec): 3 clusters
  Score: Raw -1488486.728732 + Penalty 10604.770039 = -1477881.958694
  nChanged 45
		SP:Iteration 13Q (62837.650000 sec): 3 clusters
  Score: Raw -1488516.499415 + Penalty 10604.770039 = -1477911.729376
  nChanged 37
		SP:Iteration 14Q (62837.690000 sec): 3 clusters
  Score: Raw -1488535.215056 + Penalty 10604.770039 = -1477930.445017
  nChanged 29
		SP:Iteration 15Q (62837.730000 sec): 3 clusters
  Score: Raw -1488551.643644 + Penalty 10604.770039 = -1477946.873606
  nChanged 35
		SP:Iteration 16Q (62837.770000 sec): 3 clusters
  Score: Raw -1488567.944182 + Penalty 10604.770039 = -1477963.174143
  nChanged 23
		SP:Iteration 17Q (62837.810000 sec): 3 clusters
  Score: Raw -1488583.034581 + Penalty 10604.770039 = -1477978.264542
  nChanged 28
		SP:Iteration 18Q (62837.850000 sec): 3 clusters
  Score: Raw -1488598.156203 + Penalty 10604.770039 = -1477993.386164
  nChanged 24
		SP:Iteration 19Q (62837.890000 sec): 3 clusters
  Score: Raw -1488610.733841 + Penalty 10604.770039 = -1478005.963802
  nChanged 17
		SP:Iteration 20F (62837.930000 sec): 3 clusters
  Score: Raw -1488620.504436 + Penalty 10604.770039 = -1478015.734397
  nChanged 20
		SP:Iteration 21Q (62837.980000 sec): 3 clusters
  Score: Raw -1488629.300079 + Penalty 10604.770039 = -1478024.530041
  nChanged 14
		SP:Iteration 22Q (62838.020000 sec): 3 clusters
  Score: Raw -1488635.996574 + Penalty 10604.770039 = -1478031.226535
  nChanged 13
		SP:Iteration 23Q (62838.060000 sec): 3 clusters
  Score: Raw -1488642.652649 + Penalty 10604.770039 = -1478037.882610
  nChanged 11
		SP:Iteration 24Q (62838.100000 sec): 3 clusters
  Score: Raw -1488649.791925 + Penalty 10604.770039 = -1478045.021886
  nChanged 10
		SP:Iteration 25Q (62838.140000 sec): 3 clusters
  Score: Raw -1488654.817417 + Penalty 10604.770039 = -1478050.047378
  nChanged 10
		SP:Iteration 26Q (62838.190000 sec): 3 clusters
  Score: Raw -1488661.541332 + Penalty 10604.770039 = -1478056.771293
  nChanged 8
		SP:Iteration 27Q (62838.230000 sec): 3 clusters
  Score: Raw -1488664.967504 + Penalty 10604.770039 = -1478060.197465
  nChanged 4
		SP:Iteration 28Q (62838.270000 sec): 3 clusters
  Score: Raw -1488667.824096 + Penalty 10604.770039 = -1478063.054057
  nChanged 9
		SP:Iteration 29Q (62838.310000 sec): 3 clusters
  Score: Raw -1488672.544410 + Penalty 10604.770039 = -1478067.774371
  nChanged 9
		SP:Iteration 30Q (62838.350000 sec): 3 clusters
  Score: Raw -1488677.145400 + Penalty 10604.770039 = -1478072.375361
  nChanged 12
		SP:Iteration 31Q (62838.390000 sec): 3 clusters
  Score: Raw -1488682.996434 + Penalty 10604.770039 = -1478078.226395
  nChanged 11
		SP:Iteration 32Q (62838.430000 sec): 3 clusters
  Score: Raw -1488688.637769 + Penalty 10604.770039 = -1478083.867730
  nChanged 7
		SP:Iteration 33Q (62838.470000 sec): 3 clusters
  Score: Raw -1488691.926545 + Penalty 10604.770039 = -1478087.156506
  nChanged 12
		SP:Iteration 34Q (62838.510000 sec): 3 clusters
  Score: Raw -1488698.557245 + Penalty 10604.770039 = -1478093.787206
  nChanged 9
		SP:Iteration 35Q (62838.550000 sec): 3 clusters
  Score: Raw -1488702.172310 + Penalty 10604.770039 = -1478097.402271
  nChanged 10
		SP:Iteration 36Q (62838.590000 sec): 3 clusters
  Score: Raw -1488707.616419 + Penalty 10604.770039 = -1478102.846380
  nChanged 7
		SP:Iteration 37Q (62838.630000 sec): 3 clusters
  Score: Raw -1488712.511334 + Penalty 10604.770039 = -1478107.741295
  nChanged 5
		SP:Iteration 38Q (62838.680000 sec): 3 clusters
  Score: Raw -1488715.502797 + Penalty 10604.770039 = -1478110.732758
  nChanged 7
		SP:Iteration 39Q (62838.720000 sec): 3 clusters
  Score: Raw -1488719.860688 + Penalty 10604.770039 = -1478115.090649
  nChanged 8
		SP:Iteration 40F (62838.760000 sec): 3 clusters
  Score: Raw -1488723.761903 + Penalty 10604.770039 = -1478118.991864
  nChanged 3
		SP:Iteration 41Q (62838.800000 sec): 3 clusters
  Score: Raw -1488724.933617 + Penalty 10604.770039 = -1478120.163578
  nChanged 1
		SP:Iteration 42Q (62838.850000 sec): 3 clusters
  Score: Raw -1488725.387066 + Penalty 10604.770039 = -1478120.617027
  nChanged 2
		SP:Iteration 43Q (62838.890000 sec): 3 clusters
  Score: Raw -1488726.150067 + Penalty 10604.770039 = -1478121.380029
  nChanged 1
		SP:Iteration 44Q (62838.930000 sec): 3 clusters
  Score: Raw -1488726.736881 + Penalty 10604.770039 = -1478121.966842
  nChanged 1
		SP:Iteration 45Q (62838.970000 sec): 3 clusters
  Score: Raw -1488727.297600 + Penalty 10604.770039 = -1478122.527561
  nChanged 3
		SP:Iteration 46Q (62839.010000 sec): 3 clusters
  Score: Raw -1488729.150574 + Penalty 10604.770039 = -1478124.380535
  nChanged 2
		SP:Iteration 47Q (62839.050000 sec): 3 clusters
  Score: Raw -1488730.532599 + Penalty 10604.770039 = -1478125.762560
  nChanged 0
		SP:Iteration 48F (62839.090000 sec): 3 clusters
  Score: Raw -1488730.532599 + Penalty 10604.770039 = -1478125.762560
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62839.110000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62839.120000 sec): 3 clusters
  Score: Raw -406572.079561 + Penalty 8995.697131 = -397576.382431
  nChanged 305
		SP:Iteration 1F (62839.130000 sec): 3 clusters
  Score: Raw -407143.258700 + Penalty 8995.697131 = -398147.561570
  nChanged 91
		SP:Iteration 2F (62839.150000 sec): 3 clusters
  Score: Raw -407335.975009 + Penalty 8995.697131 = -398340.277878
  nChanged 38
		SP:Iteration 3Q (62839.150000 sec): 3 clusters
  Score: Raw -407428.477363 + Penalty 8995.697131 = -398432.780233
  nChanged 28
		SP:Iteration 4Q (62839.170000 sec): 3 clusters
  Score: Raw -407492.973630 + Penalty 8995.697131 = -398497.276500
  nChanged 21
		SP:Iteration 5Q (62839.180000 sec): 3 clusters
  Score: Raw -407577.082866 + Penalty 8995.697131 = -398581.385736
  nChanged 26
		SP:Iteration 6Q (62839.190000 sec): 3 clusters
  Score: Raw -407646.613745 + Penalty 8995.697131 = -398650.916614
  nChanged 29
		SP:Iteration 7Q (62839.200000 sec): 3 clusters
  Score: Raw -407711.526950 + Penalty 8995.697131 = -398715.829819
  nChanged 18
		SP:Iteration 8Q (62839.210000 sec): 3 clusters
  Score: Raw -407748.525528 + Penalty 8995.697131 = -398752.828397
  nChanged 15
		SP:Iteration 9Q (62839.220000 sec): 3 clusters
  Score: Raw -407794.031986 + Penalty 8995.697131 = -398798.334855
  nChanged 18
		SP:Iteration 10Q (62839.230000 sec): 3 clusters
  Score: Raw -407845.074244 + Penalty 8995.697131 = -398849.377113
  nChanged 20
		SP:Iteration 11Q (62839.240000 sec): 3 clusters
  Score: Raw -407901.389982 + Penalty 8995.697131 = -398905.692852
  nChanged 20
		SP:Iteration 12Q (62839.250000 sec): 3 clusters
  Score: Raw -407955.336772 + Penalty 8995.697131 = -398959.639641
  nChanged 19
		SP:Iteration 13Q (62839.260000 sec): 3 clusters
  Score: Raw -407992.514904 + Penalty 8995.697131 = -398996.817773
  nChanged 23
		SP:Iteration 14Q (62839.270000 sec): 3 clusters
  Score: Raw -408037.821494 + Penalty 8995.697131 = -399042.124363
  nChanged 22
		SP:Iteration 15Q (62839.280000 sec): 3 clusters
  Score: Raw -408081.710643 + Penalty 8995.697131 = -399086.013512
  nChanged 16
		SP:Iteration 16Q (62839.290000 sec): 3 clusters
  Score: Raw -408120.098493 + Penalty 8995.697131 = -399124.401362
  nChanged 21
		SP:Iteration 17Q (62839.300000 sec): 3 clusters
  Score: Raw -408165.504470 + Penalty 8995.697131 = -399169.807339
  nChanged 17
		SP:Iteration 18Q (62839.310000 sec): 3 clusters
  Score: Raw -408200.476929 + Penalty 8995.697131 = -399204.779798
  nChanged 15
		SP:Iteration 19Q (62839.320000 sec): 3 clusters
  Score: Raw -408231.287552 + Penalty 8995.697131 = -399235.590421
  nChanged 12
		SP:Iteration 20F (62839.330000 sec): 3 clusters
  Score: Raw -408251.819497 + Penalty 8995.697131 = -399256.122366
  nChanged 10
		SP:Iteration 21Q (62839.340000 sec): 3 clusters
  Score: Raw -408272.340602 + Penalty 8995.697131 = -399276.643471
  nChanged 5
		SP:Iteration 22Q (62839.350000 sec): 3 clusters
  Score: Raw -408284.603249 + Penalty 8995.697131 = -399288.906119
  nChanged 4
		SP:Iteration 23Q (62839.360000 sec): 3 clusters
  Score: Raw -408293.435336 + Penalty 8995.697131 = -399297.738205
  nChanged 5
		SP:Iteration 24Q (62839.370000 sec): 3 clusters
  Score: Raw -408302.595387 + Penalty 8995.697131 = -399306.898256
  nChanged 7
		SP:Iteration 25Q (62839.380000 sec): 3 clusters
  Score: Raw -408316.295363 + Penalty 8995.697131 = -399320.598232
  nChanged 7
		SP:Iteration 26Q (62839.390000 sec): 3 clusters
  Score: Raw -408329.473027 + Penalty 8995.697131 = -399333.775896
  nChanged 4
		SP:Iteration 27Q (62839.400000 sec): 3 clusters
  Score: Raw -408336.823179 + Penalty 8995.697131 = -399341.126049
  nChanged 5
		SP:Iteration 28Q (62839.410000 sec): 3 clusters
  Score: Raw -408346.648945 + Penalty 8995.697131 = -399350.951814
  nChanged 3
		SP:Iteration 29Q (62839.420000 sec): 3 clusters
  Score: Raw -408353.188713 + Penalty 8995.697131 = -399357.491582
  nChanged 1
		SP:Iteration 30Q (62839.430000 sec): 3 clusters
  Score: Raw -408355.624697 + Penalty 8995.697131 = -399359.927567
  nChanged 2
		SP:Iteration 31Q (62839.440000 sec): 3 clusters
  Score: Raw -408360.947126 + Penalty 8995.697131 = -399365.249996
  nChanged 4
		SP:Iteration 32Q (62839.450000 sec): 3 clusters
  Score: Raw -408367.799668 + Penalty 8995.697131 = -399372.102537
  nChanged 0
		SP:Iteration 33F (62839.460000 sec): 3 clusters
  Score: Raw -408367.799668 + Penalty 8995.697131 = -399372.102537
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (66236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62839.910000 sec): 2 clusters
  Score: Raw -17597203.742996 + Penalty 6799.349883 = -17590404.393113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62840.400000 sec): 3 clusters
  Score: Raw -17557973.544583 + Penalty 13598.699766 = -17544374.844817
  nChanged 29652
		SP:Iteration 1F (62840.910000 sec): 3 clusters
  Score: Raw -17574193.700545 + Penalty 13598.699766 = -17560595.000779
  nChanged 3212
		SP:Iteration 2Q (62841.420000 sec): 3 clusters
  Score: Raw -17575242.553202 + Penalty 13598.699766 = -17561643.853436
  nChanged 2683
		SP:Iteration 3Q (62841.930000 sec): 3 clusters
  Score: Raw -17576065.685266 + Penalty 13598.699766 = -17562466.985500
  nChanged 2416
		SP:Iteration 4Q (62842.440000 sec): 3 clusters
  Score: Raw -17576797.517698 + Penalty 13598.699766 = -17563198.817932
  nChanged 2223
		SP:Iteration 5Q (62842.950000 sec): 3 clusters
  Score: Raw -17577457.211282 + Penalty 13598.699766 = -17563858.511516
  nChanged 2157
		SP:Iteration 6Q (62843.460000 sec): 3 clusters
  Score: Raw -17578080.497963 + Penalty 13598.699766 = -17564481.798197
  nChanged 2047
		SP:Iteration 7Q (62843.970000 sec): 3 clusters
  Score: Raw -17578671.316849 + Penalty 13598.699766 = -17565072.617083
  nChanged 1948
		SP:Iteration 8Q (62844.480000 sec): 3 clusters
  Score: Raw -17579258.128823 + Penalty 13598.699766 = -17565659.429057
  nChanged 2006
		SP:Iteration 9Q (62844.990000 sec): 3 clusters
  Score: Raw -17579882.315300 + Penalty 13598.699766 = -17566283.615534
  nChanged 2091
		SP:Iteration 10Q (62845.500000 sec): 3 clusters
  Score: Raw -17580590.429220 + Penalty 13598.699766 = -17566991.729454
  nChanged 2178
		SP:Iteration 11Q (62846.010000 sec): 3 clusters
  Score: Raw -17581405.985746 + Penalty 13598.699766 = -17567807.285980
  nChanged 2334
		SP:Iteration 12Q (62846.520000 sec): 3 clusters
  Score: Raw -17582364.545811 + Penalty 13598.699766 = -17568765.846045
  nChanged 2512
		SP:Iteration 13Q (62847.030000 sec): 3 clusters
  Score: Raw -17583485.265352 + Penalty 13598.699766 = -17569886.565586
  nChanged 2650
		SP:Iteration 14Q (62847.550000 sec): 3 clusters
  Score: Raw -17584765.885558 + Penalty 13598.699766 = -17571167.185792
  nChanged 2725
		SP:Iteration 15Q (62848.050000 sec): 3 clusters
  Score: Raw -17586257.215366 + Penalty 13598.699766 = -17572658.515600
  nChanged 2781
		SP:Iteration 16Q (62848.550000 sec): 3 clusters
  Score: Raw -17587891.786687 + Penalty 13598.699766 = -17574293.086921
  nChanged 2617
		SP:Iteration 17Q (62849.050000 sec): 3 clusters
  Score: Raw -17589533.210901 + Penalty 13598.699766 = -17575934.511135
  nChanged 2390
		SP:Iteration 18Q (62849.550000 sec): 3 clusters
  Score: Raw -17591074.065682 + Penalty 13598.699766 = -17577475.365916
  nChanged 2037
		SP:Iteration 19Q (62850.040000 sec): 3 clusters
  Score: Raw -17592411.897830 + Penalty 13598.699766 = -17578813.198064
  nChanged 1686
		SP:Iteration 20F (62850.550000 sec): 3 clusters
  Score: Raw -17593531.017080 + Penalty 13598.699766 = -17579932.317314
  nChanged 1409
		SP:Iteration 21Q (62851.010000 sec): 3 clusters
  Score: Raw -17594407.269899 + Penalty 13598.699766 = -17580808.570133
  nChanged 1151
		SP:Iteration 22Q (62851.440000 sec): 3 clusters
  Score: Raw -17595044.540221 + Penalty 13598.699766 = -17581445.840455
  nChanged 944
		SP:Iteration 23Q (62851.860000 sec): 3 clusters
  Score: Raw -17595530.627979 + Penalty 13598.699766 = -17581931.928213
  nChanged 791
		SP:Iteration 24Q (62852.280000 sec): 3 clusters
  Score: Raw -17595933.903080 + Penalty 13598.699766 = -17582335.203314
  nChanged 694
		SP:Iteration 25Q (62852.690000 sec): 3 clusters
  Score: Raw -17596256.896029 + Penalty 13598.699766 = -17582658.196263
  nChanged 579
		SP:Iteration 26Q (62853.080000 sec): 3 clusters
  Score: Raw -17596503.576926 + Penalty 13598.699766 = -17582904.877160
  nChanged 468
		SP:Iteration 27Q (62853.480000 sec): 3 clusters
  Score: Raw -17596697.309608 + Penalty 13598.699766 = -17583098.609842
  nChanged 413
		SP:Iteration 28Q (62853.880000 sec): 3 clusters
  Score: Raw -17596871.867980 + Penalty 13598.699766 = -17583273.168214
  nChanged 379
		SP:Iteration 29Q (62854.280000 sec): 3 clusters
  Score: Raw -17597033.562383 + Penalty 13598.699766 = -17583434.862617
  nChanged 362
		SP:Iteration 30Q (62854.680000 sec): 3 clusters
  Score: Raw -17597198.947200 + Penalty 13598.699766 = -17583600.247434
  nChanged 314
		SP:Iteration 31Q (62855.070000 sec): 3 clusters
  Score: Raw -17597333.567305 + Penalty 13598.699766 = -17583734.867539
  nChanged 263
		SP:Iteration 32Q (62855.450000 sec): 3 clusters
  Score: Raw -17597450.887988 + Penalty 13598.699766 = -17583852.188222
  nChanged 247
		SP:Iteration 33Q (62855.820000 sec): 3 clusters
  Score: Raw -17597561.911913 + Penalty 13598.699766 = -17583963.212148
  nChanged 229
		SP:Iteration 34Q (62856.190000 sec): 3 clusters
  Score: Raw -17597664.083314 + Penalty 13598.699766 = -17584065.383548
  nChanged 182
		SP:Iteration 35Q (62856.560000 sec): 3 clusters
  Score: Raw -17597744.349824 + Penalty 13598.699766 = -17584145.650058
  nChanged 171
		SP:Iteration 36Q (62856.940000 sec): 3 clusters
  Score: Raw -17597821.114965 + Penalty 13598.699766 = -17584222.415199
  nChanged 150
		SP:Iteration 37Q (62857.300000 sec): 3 clusters
  Score: Raw -17597887.144722 + Penalty 13598.699766 = -17584288.444956
  nChanged 124
		SP:Iteration 38Q (62857.670000 sec): 3 clusters
  Score: Raw -17597936.660375 + Penalty 13598.699766 = -17584337.960609
  nChanged 113
		SP:Iteration 39Q (62858.040000 sec): 3 clusters
  Score: Raw -17597985.107890 + Penalty 13598.699766 = -17584386.408124
  nChanged 101
		SP:Iteration 40F (62858.520000 sec): 3 clusters
  Score: Raw -17598026.506197 + Penalty 13598.699766 = -17584427.806431
  nChanged 87
		SP:Iteration 41Q (62858.890000 sec): 3 clusters
  Score: Raw -17598065.662963 + Penalty 13598.699766 = -17584466.963197
  nChanged 69
		SP:Iteration 42Q (62859.240000 sec): 3 clusters
  Score: Raw -17598091.086461 + Penalty 13598.699766 = -17584492.386695
  nChanged 53
		SP:Iteration 43Q (62859.600000 sec): 3 clusters
  Score: Raw -17598114.589465 + Penalty 13598.699766 = -17584515.889699
  nChanged 56
		SP:Iteration 44Q (62859.970000 sec): 3 clusters
  Score: Raw -17598139.877609 + Penalty 13598.699766 = -17584541.177843
  nChanged 51
		SP:Iteration 45Q (62860.330000 sec): 3 clusters
  Score: Raw -17598162.329289 + Penalty 13598.699766 = -17584563.629523
  nChanged 45
		SP:Iteration 46Q (62860.690000 sec): 3 clusters
  Score: Raw -17598181.418306 + Penalty 13598.699766 = -17584582.718540
  nChanged 46
		SP:Iteration 47Q (62861.050000 sec): 3 clusters
  Score: Raw -17598200.070692 + Penalty 13598.699766 = -17584601.370926
  nChanged 43
		SP:Iteration 48Q (62861.410000 sec): 3 clusters
  Score: Raw -17598217.827511 + Penalty 13598.699766 = -17584619.127745
  nChanged 42
		SP:Iteration 49Q (62861.760000 sec): 3 clusters
  Score: Raw -17598235.712718 + Penalty 13598.699766 = -17584637.012952
  nChanged 34
		SP:Iteration 50Q (62862.110000 sec): 3 clusters
  Score: Raw -17598250.056492 + Penalty 13598.699766 = -17584651.356726
  nChanged 29
		SP:Iteration 51Q (62862.470000 sec): 3 clusters
  Score: Raw -17598262.218129 + Penalty 13598.699766 = -17584663.518363
  nChanged 20
		SP:Iteration 52Q (62862.820000 sec): 3 clusters
  Score: Raw -17598270.713092 + Penalty 13598.699766 = -17584672.013326
  nChanged 21
		SP:Iteration 53Q (62863.170000 sec): 3 clusters
  Score: Raw -17598280.492988 + Penalty 13598.699766 = -17584681.793222
  nChanged 19
		SP:Iteration 54Q (62863.520000 sec): 3 clusters
  Score: Raw -17598288.898122 + Penalty 13598.699766 = -17584690.198356
  nChanged 16
		SP:Iteration 55Q (62863.870000 sec): 3 clusters
  Score: Raw -17598295.517353 + Penalty 13598.699766 = -17584696.817587
  nChanged 13
		SP:Iteration 56Q (62864.220000 sec): 3 clusters
  Score: Raw -17598301.369233 + Penalty 13598.699766 = -17584702.669467
  nChanged 12
		SP:Iteration 57Q (62864.570000 sec): 3 clusters
  Score: Raw -17598306.895189 + Penalty 13598.699766 = -17584708.195423
  nChanged 14
		SP:Iteration 58Q (62864.930000 sec): 3 clusters
  Score: Raw -17598313.840194 + Penalty 13598.699766 = -17584715.140428
  nChanged 17
		SP:Iteration 59Q (62865.280000 sec): 3 clusters
  Score: Raw -17598320.311273 + Penalty 13598.699766 = -17584721.611508
  nChanged 14
		SP:Iteration 60F (62865.760000 sec): 3 clusters
  Score: Raw -17598325.797272 + Penalty 13598.699766 = -17584727.097506
  nChanged 15
		SP:Iteration 61Q (62866.110000 sec): 3 clusters
  Score: Raw -17598331.900719 + Penalty 13598.699766 = -17584733.200954
  nChanged 13
		SP:Iteration 62Q (62866.460000 sec): 3 clusters
  Score: Raw -17598337.871695 + Penalty 13598.699766 = -17584739.171929
  nChanged 8
		SP:Iteration 63Q (62866.810000 sec): 3 clusters
  Score: Raw -17598341.047530 + Penalty 13598.699766 = -17584742.347764
  nChanged 9
		SP:Iteration 64Q (62867.160000 sec): 3 clusters
  Score: Raw -17598345.041925 + Penalty 13598.699766 = -17584746.342159
  nChanged 7
		SP:Iteration 65Q (62867.510000 sec): 3 clusters
  Score: Raw -17598348.291889 + Penalty 13598.699766 = -17584749.592124
  nChanged 7
		SP:Iteration 66Q (62867.860000 sec): 3 clusters
  Score: Raw -17598350.705335 + Penalty 13598.699766 = -17584752.005569
  nChanged 5
		SP:Iteration 67Q (62868.210000 sec): 3 clusters
  Score: Raw -17598352.578913 + Penalty 13598.699766 = -17584753.879147
  nChanged 3
		SP:Iteration 68Q (62868.560000 sec): 3 clusters
  Score: Raw -17598354.222252 + Penalty 13598.699766 = -17584755.522486
  nChanged 4
		SP:Iteration 69Q (62868.910000 sec): 3 clusters
  Score: Raw -17598355.987523 + Penalty 13598.699766 = -17584757.287757
  nChanged 3
		SP:Iteration 70Q (62869.250000 sec): 3 clusters
  Score: Raw -17598357.192560 + Penalty 13598.699766 = -17584758.492795
  nChanged 3
		SP:Iteration 71Q (62869.600000 sec): 3 clusters
  Score: Raw -17598358.760619 + Penalty 13598.699766 = -17584760.060853
  nChanged 6
		SP:Iteration 72Q (62869.950000 sec): 3 clusters
  Score: Raw -17598361.232413 + Penalty 13598.699766 = -17584762.532647
  nChanged 4
		SP:Iteration 73Q (62870.300000 sec): 3 clusters
  Score: Raw -17598363.091095 + Penalty 13598.699766 = -17584764.391329
  nChanged 3
		SP:Iteration 74Q (62870.650000 sec): 3 clusters
  Score: Raw -17598365.021777 + Penalty 13598.699766 = -17584766.322011
  nChanged 6
		SP:Iteration 75Q (62870.990000 sec): 3 clusters
  Score: Raw -17598368.368417 + Penalty 13598.699766 = -17584769.668651
  nChanged 7
		SP:Iteration 76Q (62871.340000 sec): 3 clusters
  Score: Raw -17598371.362464 + Penalty 13598.699766 = -17584772.662698
  nChanged 5
		SP:Iteration 77Q (62871.690000 sec): 3 clusters
  Score: Raw -17598373.531340 + Penalty 13598.699766 = -17584774.831574
  nChanged 1
		SP:Iteration 78Q (62872.030000 sec): 3 clusters
  Score: Raw -17598373.772600 + Penalty 13598.699766 = -17584775.072834
  nChanged 0
		SP:Iteration 79F (62872.510000 sec): 3 clusters
  Score: Raw -17598373.772600 + Penalty 13598.699766 = -17584775.072834
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62872.580000 sec): 2 clusters
  Score: Raw -164737.096110 + Penalty 4014.284210 = -160722.811900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62872.580000 sec): 3 clusters
  Score: Raw -165403.379535 + Penalty 8028.568420 = -157374.811115
  nChanged 131
		SP:Iteration 1F (62872.590000 sec): 3 clusters
  Score: Raw -165820.294660 + Penalty 8028.568420 = -157791.726240
  nChanged 36
		SP:Iteration 2F (62872.590000 sec): 3 clusters
  Score: Raw -165945.068295 + Penalty 8028.568420 = -157916.499876
  nChanged 23
		SP:Iteration 3Q (62872.600000 sec): 3 clusters
  Score: Raw -166069.441468 + Penalty 8028.568420 = -158040.873048
  nChanged 15
		SP:Iteration 4Q (62872.600000 sec): 3 clusters
  Score: Raw -166145.249486 + Penalty 8028.568420 = -158116.681066
  nChanged 12
		SP:Iteration 5Q (62872.610000 sec): 3 clusters
  Score: Raw -166178.224921 + Penalty 8028.568420 = -158149.656501
  nChanged 6
		SP:Iteration 6Q (62872.610000 sec): 3 clusters
  Score: Raw -166193.697069 + Penalty 8028.568420 = -158165.128649
  nChanged 4
		SP:Iteration 7Q (62872.620000 sec): 3 clusters
  Score: Raw -166207.640505 + Penalty 8028.568420 = -158179.072085
  nChanged 4
		SP:Iteration 8Q (62872.620000 sec): 3 clusters
  Score: Raw -166214.580726 + Penalty 8028.568420 = -158186.012306
  nChanged 1
		SP:Iteration 9Q (62872.620000 sec): 3 clusters
  Score: Raw -166216.430963 + Penalty 8028.568420 = -158187.862543
  nChanged 0
		SP:Iteration 10F (62872.630000 sec): 3 clusters
  Score: Raw -166216.430963 + Penalty 8028.568420 = -158187.862543
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62872.700000 sec): 2 clusters
  Score: Raw -2352714.963612 + Penalty 5589.196098 = -2347125.767515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62872.760000 sec): 3 clusters
  Score: Raw -2348671.170761 + Penalty 11178.392195 = -2337492.778566
  nChanged 3293
		SP:Iteration 1F (62872.830000 sec): 3 clusters
  Score: Raw -2350729.941385 + Penalty 11178.392195 = -2339551.549190
  nChanged 707
		SP:Iteration 2F (62872.900000 sec): 3 clusters
  Score: Raw -2351313.611973 + Penalty 11178.392195 = -2340135.219778
  nChanged 557
		SP:Iteration 3F (62872.960000 sec): 3 clusters
  Score: Raw -2351743.653385 + Penalty 11178.392195 = -2340565.261190
  nChanged 439
		SP:Iteration 4Q (62873.030000 sec): 3 clusters
  Score: Raw -2352098.973177 + Penalty 11178.392195 = -2340920.580982
  nChanged 361
		SP:Iteration 5Q (62873.090000 sec): 3 clusters
  Score: Raw -2352410.740756 + Penalty 11178.392195 = -2341232.348560
  nChanged 361
		SP:Iteration 6Q (62873.160000 sec): 3 clusters
  Score: Raw -2352693.281732 + Penalty 11178.392195 = -2341514.889537
  nChanged 326
		SP:Iteration 7Q (62873.220000 sec): 3 clusters
  Score: Raw -2352935.012479 + Penalty 11178.392195 = -2341756.620284
  nChanged 280
		SP:Iteration 8Q (62873.290000 sec): 3 clusters
  Score: Raw -2353108.988986 + Penalty 11178.392195 = -2341930.596790
  nChanged 228
		SP:Iteration 9Q (62873.360000 sec): 3 clusters
  Score: Raw -2353256.458547 + Penalty 11178.392195 = -2342078.066352
  nChanged 208
		SP:Iteration 10Q (62873.420000 sec): 3 clusters
  Score: Raw -2353392.122920 + Penalty 11178.392195 = -2342213.730725
  nChanged 191
		SP:Iteration 11Q (62873.480000 sec): 3 clusters
  Score: Raw -2353500.248960 + Penalty 11178.392195 = -2342321.856765
  nChanged 154
		SP:Iteration 12Q (62873.550000 sec): 3 clusters
  Score: Raw -2353580.290047 + Penalty 11178.392195 = -2342401.897852
  nChanged 134
		SP:Iteration 13Q (62873.610000 sec): 3 clusters
  Score: Raw -2353642.332982 + Penalty 11178.392195 = -2342463.940787
  nChanged 96
		SP:Iteration 14Q (62873.680000 sec): 3 clusters
  Score: Raw -2353691.132337 + Penalty 11178.392195 = -2342512.740142
  nChanged 94
		SP:Iteration 15Q (62873.740000 sec): 3 clusters
  Score: Raw -2353735.460847 + Penalty 11178.392195 = -2342557.068652
  nChanged 95
		SP:Iteration 16Q (62873.800000 sec): 3 clusters
  Score: Raw -2353781.236358 + Penalty 11178.392195 = -2342602.844162
  nChanged 84
		SP:Iteration 17Q (62873.870000 sec): 3 clusters
  Score: Raw -2353818.877889 + Penalty 11178.392195 = -2342640.485694
  nChanged 91
		SP:Iteration 18Q (62873.930000 sec): 3 clusters
  Score: Raw -2353867.376893 + Penalty 11178.392195 = -2342688.984698
  nChanged 98
		SP:Iteration 19Q (62874.000000 sec): 3 clusters
  Score: Raw -2353923.643405 + Penalty 11178.392195 = -2342745.251210
  nChanged 123
		SP:Iteration 20F (62874.060000 sec): 3 clusters
  Score: Raw -2353993.713711 + Penalty 11178.392195 = -2342815.321516
  nChanged 106
		SP:Iteration 21Q (62874.120000 sec): 3 clusters
  Score: Raw -2354056.794513 + Penalty 11178.392195 = -2342878.402318
  nChanged 121
		SP:Iteration 22Q (62874.190000 sec): 3 clusters
  Score: Raw -2354127.504019 + Penalty 11178.392195 = -2342949.111823
  nChanged 116
		SP:Iteration 23Q (62874.250000 sec): 3 clusters
  Score: Raw -2354198.692589 + Penalty 11178.392195 = -2343020.300394
  nChanged 126
		SP:Iteration 24Q (62874.310000 sec): 3 clusters
  Score: Raw -2354271.972583 + Penalty 11178.392195 = -2343093.580388
  nChanged 99
		SP:Iteration 25Q (62874.380000 sec): 3 clusters
  Score: Raw -2354322.711890 + Penalty 11178.392195 = -2343144.319694
  nChanged 89
		SP:Iteration 26Q (62874.440000 sec): 3 clusters
  Score: Raw -2354367.553725 + Penalty 11178.392195 = -2343189.161530
  nChanged 84
		SP:Iteration 27Q (62874.500000 sec): 3 clusters
  Score: Raw -2354412.052108 + Penalty 11178.392195 = -2343233.659913
  nChanged 72
		SP:Iteration 28Q (62874.560000 sec): 3 clusters
  Score: Raw -2354447.111845 + Penalty 11178.392195 = -2343268.719650
  nChanged 58
		SP:Iteration 29Q (62874.620000 sec): 3 clusters
  Score: Raw -2354472.954298 + Penalty 11178.392195 = -2343294.562103
  nChanged 51
		SP:Iteration 30Q (62874.680000 sec): 3 clusters
  Score: Raw -2354493.536867 + Penalty 11178.392195 = -2343315.144672
  nChanged 35
		SP:Iteration 31Q (62874.750000 sec): 3 clusters
  Score: Raw -2354510.020850 + Penalty 11178.392195 = -2343331.628654
  nChanged 38
		SP:Iteration 32Q (62874.810000 sec): 3 clusters
  Score: Raw -2354526.054176 + Penalty 11178.392195 = -2343347.661980
  nChanged 33
		SP:Iteration 33Q (62874.860000 sec): 3 clusters
  Score: Raw -2354539.545043 + Penalty 11178.392195 = -2343361.152848
  nChanged 29
		SP:Iteration 34Q (62874.930000 sec): 3 clusters
  Score: Raw -2354551.679150 + Penalty 11178.392195 = -2343373.286955
  nChanged 23
		SP:Iteration 35Q (62874.990000 sec): 3 clusters
  Score: Raw -2354561.501455 + Penalty 11178.392195 = -2343383.109260
  nChanged 26
		SP:Iteration 36Q (62875.050000 sec): 3 clusters
  Score: Raw -2354571.869757 + Penalty 11178.392195 = -2343393.477562
  nChanged 20
		SP:Iteration 37Q (62875.110000 sec): 3 clusters
  Score: Raw -2354580.156722 + Penalty 11178.392195 = -2343401.764527
  nChanged 21
		SP:Iteration 38Q (62875.170000 sec): 3 clusters
  Score: Raw -2354588.856361 + Penalty 11178.392195 = -2343410.464166
  nChanged 18
		SP:Iteration 39Q (62875.230000 sec): 3 clusters
  Score: Raw -2354595.254997 + Penalty 11178.392195 = -2343416.862802
  nChanged 8
		SP:Iteration 40F (62875.300000 sec): 3 clusters
  Score: Raw -2354598.122032 + Penalty 11178.392195 = -2343419.729837
  nChanged 8
		SP:Iteration 41Q (62875.360000 sec): 3 clusters
  Score: Raw -2354600.895414 + Penalty 11178.392195 = -2343422.503219
  nChanged 8
		SP:Iteration 42Q (62875.420000 sec): 3 clusters
  Score: Raw -2354603.430069 + Penalty 11178.392195 = -2343425.037874
  nChanged 10
		SP:Iteration 43Q (62875.480000 sec): 3 clusters
  Score: Raw -2354606.811361 + Penalty 11178.392195 = -2343428.419166
  nChanged 6
		SP:Iteration 44Q (62875.540000 sec): 3 clusters
  Score: Raw -2354609.563171 + Penalty 11178.392195 = -2343431.170975
  nChanged 9
		SP:Iteration 45Q (62875.600000 sec): 3 clusters
  Score: Raw -2354612.487331 + Penalty 11178.392195 = -2343434.095136
  nChanged 4
		SP:Iteration 46Q (62875.660000 sec): 3 clusters
  Score: Raw -2354613.368817 + Penalty 11178.392195 = -2343434.976622
  nChanged 5
		SP:Iteration 47Q (62875.720000 sec): 3 clusters
  Score: Raw -2354614.709345 + Penalty 11178.392195 = -2343436.317149
  nChanged 2
		SP:Iteration 48Q (62875.780000 sec): 3 clusters
  Score: Raw -2354615.410143 + Penalty 11178.392195 = -2343437.017948
  nChanged 3
		SP:Iteration 49Q (62875.840000 sec): 3 clusters
  Score: Raw -2354616.747296 + Penalty 11178.392195 = -2343438.355101
  nChanged 4
		SP:Iteration 50Q (62875.910000 sec): 3 clusters
  Score: Raw -2354617.797488 + Penalty 11178.392195 = -2343439.405293
  nChanged 7
		SP:Iteration 51Q (62875.970000 sec): 3 clusters
  Score: Raw -2354620.173902 + Penalty 11178.392195 = -2343441.781707
  nChanged 9
		SP:Iteration 52Q (62876.030000 sec): 3 clusters
  Score: Raw -2354623.794385 + Penalty 11178.392195 = -2343445.402190
  nChanged 7
		SP:Iteration 53Q (62876.090000 sec): 3 clusters
  Score: Raw -2354626.286340 + Penalty 11178.392195 = -2343447.894145
  nChanged 10
		SP:Iteration 54Q (62876.150000 sec): 3 clusters
  Score: Raw -2354630.492043 + Penalty 11178.392195 = -2343452.099848
  nChanged 9
		SP:Iteration 55Q (62876.220000 sec): 3 clusters
  Score: Raw -2354633.114446 + Penalty 11178.392195 = -2343454.722251
  nChanged 9
		SP:Iteration 56Q (62876.280000 sec): 3 clusters
  Score: Raw -2354636.095748 + Penalty 11178.392195 = -2343457.703552
  nChanged 9
		SP:Iteration 57Q (62876.340000 sec): 3 clusters
  Score: Raw -2354639.432817 + Penalty 11178.392195 = -2343461.040622
  nChanged 5
		SP:Iteration 58Q (62876.400000 sec): 3 clusters
  Score: Raw -2354640.816688 + Penalty 11178.392195 = -2343462.424493
  nChanged 4
		SP:Iteration 59Q (62876.460000 sec): 3 clusters
  Score: Raw -2354641.950145 + Penalty 11178.392195 = -2343463.557949
  nChanged 4
		SP:Iteration 60F (62876.530000 sec): 3 clusters
  Score: Raw -2354643.049379 + Penalty 11178.392195 = -2343464.657184
  nChanged 3
		SP:Iteration 61Q (62876.590000 sec): 3 clusters
  Score: Raw -2354643.966203 + Penalty 11178.392195 = -2343465.574008
  nChanged 2
		SP:Iteration 62Q (62876.650000 sec): 3 clusters
  Score: Raw -2354644.602878 + Penalty 11178.392195 = -2343466.210683
  nChanged 3
		SP:Iteration 63Q (62876.710000 sec): 3 clusters
  Score: Raw -2354645.264601 + Penalty 11178.392195 = -2343466.872406
  nChanged 1
		SP:Iteration 64Q (62876.770000 sec): 3 clusters
  Score: Raw -2354645.524795 + Penalty 11178.392195 = -2343467.132600
  nChanged 0
		SP:Iteration 65F (62876.830000 sec): 3 clusters
  Score: Raw -2354645.524795 + Penalty 11178.392195 = -2343467.132600
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62876.930000 sec): 2 clusters
  Score: Raw -3829996.164231 + Penalty 5887.389911 = -3824108.774321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62877.040000 sec): 3 clusters
  Score: Raw -3822618.196714 + Penalty 11774.779822 = -3810843.416892
  nChanged 5914
		SP:Iteration 1F (62877.150000 sec): 3 clusters
  Score: Raw -3826276.134854 + Penalty 11774.779822 = -3814501.355032
  nChanged 1396
		SP:Iteration 2F (62877.260000 sec): 3 clusters
  Score: Raw -3827703.209951 + Penalty 11774.779822 = -3815928.430129
  nChanged 1179
		SP:Iteration 3F (62877.370000 sec): 3 clusters
  Score: Raw -3828941.470193 + Penalty 11774.779822 = -3817166.690372
  nChanged 1177
		SP:Iteration 4F (62877.480000 sec): 3 clusters
  Score: Raw -3830318.222001 + Penalty 11774.779822 = -3818543.442179
  nChanged 1134
		SP:Iteration 5F (62877.590000 sec): 3 clusters
  Score: Raw -3831574.304455 + Penalty 11774.779822 = -3819799.524634
  nChanged 905
		SP:Iteration 6F (62877.700000 sec): 3 clusters
  Score: Raw -3832344.462011 + Penalty 11774.779822 = -3820569.682190
  nChanged 620
		SP:Iteration 7Q (62877.810000 sec): 3 clusters
  Score: Raw -3832728.166821 + Penalty 11774.779822 = -3820953.387000
  nChanged 425
		SP:Iteration 8Q (62877.910000 sec): 3 clusters
  Score: Raw -3832929.209076 + Penalty 11774.779822 = -3821154.429255
  nChanged 265
		SP:Iteration 9Q (62878.020000 sec): 3 clusters
  Score: Raw -3833034.583985 + Penalty 11774.779822 = -3821259.804163
  nChanged 152
		SP:Iteration 10Q (62878.120000 sec): 3 clusters
  Score: Raw -3833090.540441 + Penalty 11774.779822 = -3821315.760619
  nChanged 125
		SP:Iteration 11Q (62878.230000 sec): 3 clusters
  Score: Raw -3833132.755249 + Penalty 11774.779822 = -3821357.975428
  nChanged 101
		SP:Iteration 12Q (62878.330000 sec): 3 clusters
  Score: Raw -3833161.649484 + Penalty 11774.779822 = -3821386.869663
  nChanged 73
		SP:Iteration 13Q (62878.430000 sec): 3 clusters
  Score: Raw -3833179.894855 + Penalty 11774.779822 = -3821405.115034
  nChanged 41
		SP:Iteration 14Q (62878.540000 sec): 3 clusters
  Score: Raw -3833188.585452 + Penalty 11774.779822 = -3821413.805630
  nChanged 25
		SP:Iteration 15Q (62878.640000 sec): 3 clusters
  Score: Raw -3833194.392329 + Penalty 11774.779822 = -3821419.612507
  nChanged 11
		SP:Iteration 16Q (62878.740000 sec): 3 clusters
  Score: Raw -3833196.876120 + Penalty 11774.779822 = -3821422.096299
  nChanged 5
		SP:Iteration 17Q (62878.850000 sec): 3 clusters
  Score: Raw -3833197.925951 + Penalty 11774.779822 = -3821423.146130
  nChanged 8
		SP:Iteration 18Q (62878.950000 sec): 3 clusters
  Score: Raw -3833199.716139 + Penalty 11774.779822 = -3821424.936317
  nChanged 11
		SP:Iteration 19Q (62879.050000 sec): 3 clusters
  Score: Raw -3833202.207904 + Penalty 11774.779822 = -3821427.428083
  nChanged 10
		SP:Iteration 20F (62879.160000 sec): 3 clusters
  Score: Raw -3833204.733850 + Penalty 11774.779822 = -3821429.954028
  nChanged 7
		SP:Iteration 21Q (62879.270000 sec): 3 clusters
  Score: Raw -3833206.569452 + Penalty 11774.779822 = -3821431.789631
  nChanged 4
		SP:Iteration 22Q (62879.370000 sec): 3 clusters
  Score: Raw -3833207.342750 + Penalty 11774.779822 = -3821432.562929
  nChanged 7
		SP:Iteration 23Q (62879.470000 sec): 3 clusters
  Score: Raw -3833208.766465 + Penalty 11774.779822 = -3821433.986643
  nChanged 6
		SP:Iteration 24Q (62879.570000 sec): 3 clusters
  Score: Raw -3833209.947271 + Penalty 11774.779822 = -3821435.167449
  nChanged 6
		SP:Iteration 25Q (62879.680000 sec): 3 clusters
  Score: Raw -3833211.763733 + Penalty 11774.779822 = -3821436.983911
  nChanged 8
		SP:Iteration 26Q (62879.780000 sec): 3 clusters
  Score: Raw -3833213.639235 + Penalty 11774.779822 = -3821438.859414
  nChanged 4
		SP:Iteration 27Q (62879.890000 sec): 3 clusters
  Score: Raw -3833214.264960 + Penalty 11774.779822 = -3821439.485139
  nChanged 1
		SP:Iteration 28Q (62879.990000 sec): 3 clusters
  Score: Raw -3833214.487688 + Penalty 11774.779822 = -3821439.707867
  nChanged 1
		SP:Iteration 29Q (62880.090000 sec): 3 clusters
  Score: Raw -3833214.906079 + Penalty 11774.779822 = -3821440.126257
  nChanged 1
		SP:Iteration 30Q (62880.190000 sec): 3 clusters
  Score: Raw -3833215.086606 + Penalty 11774.779822 = -3821440.306785
  nChanged 0
		SP:Iteration 31F (62880.310000 sec): 3 clusters
  Score: Raw -3833215.086606 + Penalty 11774.779822 = -3821440.306785
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62880.710000 sec): 2 clusters
  Score: Raw -16568976.384025 + Penalty 6759.037840 = -16562217.346186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62881.170000 sec): 3 clusters
  Score: Raw -16532309.489910 + Penalty 13518.075679 = -16518791.414230
  nChanged 27745
		SP:Iteration 1F (62881.610000 sec): 3 clusters
  Score: Raw -16547206.416941 + Penalty 13518.075679 = -16533688.341262
  nChanged 2896
		SP:Iteration 2Q (62882.070000 sec): 3 clusters
  Score: Raw -16548108.436612 + Penalty 13518.075679 = -16534590.360932
  nChanged 2530
		SP:Iteration 3Q (62882.520000 sec): 3 clusters
  Score: Raw -16548961.945344 + Penalty 13518.075679 = -16535443.869665
  nChanged 2537
		SP:Iteration 4Q (62882.970000 sec): 3 clusters
  Score: Raw -16549908.919838 + Penalty 13518.075679 = -16536390.844159
  nChanged 2708
		SP:Iteration 5Q (62883.430000 sec): 3 clusters
  Score: Raw -16551080.698344 + Penalty 13518.075679 = -16537562.622665
  nChanged 3188
		SP:Iteration 6F (62883.880000 sec): 3 clusters
  Score: Raw -16552786.725416 + Penalty 13518.075679 = -16539268.649737
  nChanged 3837
		SP:Iteration 7F (62884.330000 sec): 3 clusters
  Score: Raw -16555393.983473 + Penalty 13518.075679 = -16541875.907793
  nChanged 4404
		SP:Iteration 8F (62884.780000 sec): 3 clusters
  Score: Raw -16558994.229367 + Penalty 13518.075679 = -16545476.153688
  nChanged 4369
		SP:Iteration 9F (62885.230000 sec): 3 clusters
  Score: Raw -16562916.823663 + Penalty 13518.075679 = -16549398.747984
  nChanged 3405
		SP:Iteration 10F (62885.680000 sec): 3 clusters
  Score: Raw -16565934.226310 + Penalty 13518.075679 = -16552416.150631
  nChanged 2216
		SP:Iteration 11Q (62886.120000 sec): 3 clusters
  Score: Raw -16567766.880358 + Penalty 13518.075679 = -16554248.804678
  nChanged 1344
		SP:Iteration 12Q (62886.560000 sec): 3 clusters
  Score: Raw -16568866.383068 + Penalty 13518.075679 = -16555348.307389
  nChanged 790
		SP:Iteration 13Q (62886.970000 sec): 3 clusters
  Score: Raw -16569521.275358 + Penalty 13518.075679 = -16556003.199679
  nChanged 489
		SP:Iteration 14Q (62887.360000 sec): 3 clusters
  Score: Raw -16569900.778614 + Penalty 13518.075679 = -16556382.702935
  nChanged 285
		SP:Iteration 15Q (62887.730000 sec): 3 clusters
  Score: Raw -16570102.244033 + Penalty 13518.075679 = -16556584.168353
  nChanged 189
		SP:Iteration 16Q (62888.100000 sec): 3 clusters
  Score: Raw -16570220.469006 + Penalty 13518.075679 = -16556702.393327
  nChanged 106
		SP:Iteration 17Q (62888.450000 sec): 3 clusters
  Score: Raw -16570284.721818 + Penalty 13518.075679 = -16556766.646138
  nChanged 75
		SP:Iteration 18Q (62888.810000 sec): 3 clusters
  Score: Raw -16570332.021691 + Penalty 13518.075679 = -16556813.946011
  nChanged 52
		SP:Iteration 19Q (62889.160000 sec): 3 clusters
  Score: Raw -16570362.715035 + Penalty 13518.075679 = -16556844.639356
  nChanged 39
		SP:Iteration 20F (62889.600000 sec): 3 clusters
  Score: Raw -16570383.253273 + Penalty 13518.075679 = -16556865.177594
  nChanged 23
		SP:Iteration 21Q (62889.960000 sec): 3 clusters
  Score: Raw -16570395.889341 + Penalty 13518.075679 = -16556877.813661
  nChanged 17
		SP:Iteration 22Q (62890.300000 sec): 3 clusters
  Score: Raw -16570404.662542 + Penalty 13518.075679 = -16556886.586863
  nChanged 13
		SP:Iteration 23Q (62890.650000 sec): 3 clusters
  Score: Raw -16570411.902438 + Penalty 13518.075679 = -16556893.826759
  nChanged 16
		SP:Iteration 24Q (62891.000000 sec): 3 clusters
  Score: Raw -16570421.519592 + Penalty 13518.075679 = -16556903.443913
  nChanged 16
		SP:Iteration 25Q (62891.340000 sec): 3 clusters
  Score: Raw -16570430.938327 + Penalty 13518.075679 = -16556912.862647
  nChanged 8
		SP:Iteration 26Q (62891.690000 sec): 3 clusters
  Score: Raw -16570434.627504 + Penalty 13518.075679 = -16556916.551825
  nChanged 6
		SP:Iteration 27Q (62892.030000 sec): 3 clusters
  Score: Raw -16570438.212978 + Penalty 13518.075679 = -16556920.137299
  nChanged 6
		SP:Iteration 28Q (62892.380000 sec): 3 clusters
  Score: Raw -16570440.802332 + Penalty 13518.075679 = -16556922.726652
  nChanged 5
		SP:Iteration 29Q (62892.730000 sec): 3 clusters
  Score: Raw -16570443.939891 + Penalty 13518.075679 = -16556925.864212
  nChanged 9
		SP:Iteration 30Q (62893.070000 sec): 3 clusters
  Score: Raw -16570448.929128 + Penalty 13518.075679 = -16556930.853449
  nChanged 12
		SP:Iteration 31Q (62893.420000 sec): 3 clusters
  Score: Raw -16570454.413955 + Penalty 13518.075679 = -16556936.338276
  nChanged 7
		SP:Iteration 32Q (62893.760000 sec): 3 clusters
  Score: Raw -16570458.129520 + Penalty 13518.075679 = -16556940.053840
  nChanged 11
		SP:Iteration 33Q (62894.110000 sec): 3 clusters
  Score: Raw -16570464.915114 + Penalty 13518.075679 = -16556946.839435
  nChanged 10
		SP:Iteration 34Q (62894.450000 sec): 3 clusters
  Score: Raw -16570470.685248 + Penalty 13518.075679 = -16556952.609569
  nChanged 11
		SP:Iteration 35Q (62894.790000 sec): 3 clusters
  Score: Raw -16570475.643820 + Penalty 13518.075679 = -16556957.568141
  nChanged 7
		SP:Iteration 36Q (62895.140000 sec): 3 clusters
  Score: Raw -16570479.727275 + Penalty 13518.075679 = -16556961.651595
  nChanged 8
		SP:Iteration 37Q (62895.480000 sec): 3 clusters
  Score: Raw -16570484.531250 + Penalty 13518.075679 = -16556966.455571
  nChanged 9
		SP:Iteration 38Q (62895.830000 sec): 3 clusters
  Score: Raw -16570488.742683 + Penalty 13518.075679 = -16556970.667003
  nChanged 5
		SP:Iteration 39Q (62896.170000 sec): 3 clusters
  Score: Raw -16570490.691592 + Penalty 13518.075679 = -16556972.615913
  nChanged 3
		SP:Iteration 40F (62896.610000 sec): 3 clusters
  Score: Raw -16570491.748655 + Penalty 13518.075679 = -16556973.672976
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (17108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62896.750000 sec): 2 clusters
  Score: Raw -4532624.338428 + Penalty 5970.222150 = -4526654.116278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62896.880000 sec): 3 clusters
  Score: Raw -4523932.711715 + Penalty 11940.444300 = -4511992.267415
  nChanged 6791
		SP:Iteration 1F (62897.010000 sec): 3 clusters
  Score: Raw -4527407.195985 + Penalty 11940.444300 = -4515466.751685
  nChanged 1158
		SP:Iteration 2F (62897.130000 sec): 3 clusters
  Score: Raw -4528004.854763 + Penalty 11940.444300 = -4516064.410463
  nChanged 846
		SP:Iteration 3Q (62897.260000 sec): 3 clusters
  Score: Raw -4528399.518010 + Penalty 11940.444300 = -4516459.073710
  nChanged 668
		SP:Iteration 4Q (62897.390000 sec): 3 clusters
  Score: Raw -4528724.304770 + Penalty 11940.444300 = -4516783.860470
  nChanged 593
		SP:Iteration 5Q (62897.510000 sec): 3 clusters
  Score: Raw -4528992.427762 + Penalty 11940.444300 = -4517051.983462
  nChanged 499
		SP:Iteration 6Q (62897.640000 sec): 3 clusters
  Score: Raw -4529214.102797 + Penalty 11940.444300 = -4517273.658497
  nChanged 469
		SP:Iteration 7Q (62897.770000 sec): 3 clusters
  Score: Raw -4529425.402705 + Penalty 11940.444300 = -4517484.958406
  nChanged 444
		SP:Iteration 8Q (62897.890000 sec): 3 clusters
  Score: Raw -4529629.097292 + Penalty 11940.444300 = -4517688.652992
  nChanged 464
		SP:Iteration 9Q (62898.020000 sec): 3 clusters
  Score: Raw -4529858.932675 + Penalty 11940.444300 = -4517918.488375
  nChanged 464
		SP:Iteration 10Q (62898.140000 sec): 3 clusters
  Score: Raw -4530095.780525 + Penalty 11940.444300 = -4518155.336225
  nChanged 491
		SP:Iteration 11Q (62898.270000 sec): 3 clusters
  Score: Raw -4530368.724767 + Penalty 11940.444300 = -4518428.280467
  nChanged 543
		SP:Iteration 12Q (62898.390000 sec): 3 clusters
  Score: Raw -4530675.168717 + Penalty 11940.444300 = -4518734.724417
  nChanged 564
		SP:Iteration 13Q (62898.520000 sec): 3 clusters
  Score: Raw -4531034.913021 + Penalty 11940.444300 = -4519094.468721
  nChanged 533
		SP:Iteration 14Q (62898.640000 sec): 3 clusters
  Score: Raw -4531351.253134 + Penalty 11940.444300 = -4519410.808834
  nChanged 495
		SP:Iteration 15Q (62898.770000 sec): 3 clusters
  Score: Raw -4531642.233304 + Penalty 11940.444300 = -4519701.789004
  nChanged 461
		SP:Iteration 16Q (62898.890000 sec): 3 clusters
  Score: Raw -4531912.674754 + Penalty 11940.444300 = -4519972.230454
  nChanged 415
		SP:Iteration 17Q (62899.020000 sec): 3 clusters
  Score: Raw -4532160.906076 + Penalty 11940.444300 = -4520220.461776
  nChanged 367
		SP:Iteration 18Q (62899.140000 sec): 3 clusters
  Score: Raw -4532389.185896 + Penalty 11940.444300 = -4520448.741596
  nChanged 335
		SP:Iteration 19Q (62899.260000 sec): 3 clusters
  Score: Raw -4532593.235660 + Penalty 11940.444300 = -4520652.791360
  nChanged 289
		SP:Iteration 20F (62899.390000 sec): 3 clusters
  Score: Raw -4532779.024256 + Penalty 11940.444300 = -4520838.579956
  nChanged 246
		SP:Iteration 21Q (62899.510000 sec): 3 clusters
  Score: Raw -4532927.899930 + Penalty 11940.444300 = -4520987.455630
  nChanged 189
		SP:Iteration 22Q (62899.630000 sec): 3 clusters
  Score: Raw -4533037.420991 + Penalty 11940.444300 = -4521096.976691
  nChanged 154
		SP:Iteration 23Q (62899.750000 sec): 3 clusters
  Score: Raw -4533126.948129 + Penalty 11940.444300 = -4521186.503829
  nChanged 132
		SP:Iteration 24Q (62899.870000 sec): 3 clusters
  Score: Raw -4533204.882876 + Penalty 11940.444300 = -4521264.438576
  nChanged 93
		SP:Iteration 25Q (62899.980000 sec): 3 clusters
  Score: Raw -4533259.976819 + Penalty 11940.444300 = -4521319.532519
  nChanged 73
		SP:Iteration 26Q (62900.100000 sec): 3 clusters
  Score: Raw -4533298.367135 + Penalty 11940.444300 = -4521357.922835
  nChanged 64
		SP:Iteration 27Q (62900.210000 sec): 3 clusters
  Score: Raw -4533338.178188 + Penalty 11940.444300 = -4521397.733888
  nChanged 64
		SP:Iteration 28Q (62900.330000 sec): 3 clusters
  Score: Raw -4533374.927665 + Penalty 11940.444300 = -4521434.483365
  nChanged 49
		SP:Iteration 29Q (62900.450000 sec): 3 clusters
  Score: Raw -4533400.620049 + Penalty 11940.444300 = -4521460.175749
  nChanged 40
		SP:Iteration 30Q (62900.560000 sec): 3 clusters
  Score: Raw -4533423.479662 + Penalty 11940.444300 = -4521483.035362
  nChanged 48
		SP:Iteration 31Q (62900.680000 sec): 3 clusters
  Score: Raw -4533449.005578 + Penalty 11940.444300 = -4521508.561278
  nChanged 37
		SP:Iteration 32Q (62900.790000 sec): 3 clusters
  Score: Raw -4533470.757785 + Penalty 11940.444300 = -4521530.313485
  nChanged 26
		SP:Iteration 33Q (62900.910000 sec): 3 clusters
  Score: Raw -4533485.700521 + Penalty 11940.444300 = -4521545.256221
  nChanged 28
		SP:Iteration 34Q (62901.020000 sec): 3 clusters
  Score: Raw -4533500.796174 + Penalty 11940.444300 = -4521560.351874
  nChanged 26
		SP:Iteration 35Q (62901.130000 sec): 3 clusters
  Score: Raw -4533514.094481 + Penalty 11940.444300 = -4521573.650181
  nChanged 22
		SP:Iteration 36Q (62901.250000 sec): 3 clusters
  Score: Raw -4533529.765322 + Penalty 11940.444300 = -4521589.321022
  nChanged 27
		SP:Iteration 37Q (62901.360000 sec): 3 clusters
  Score: Raw -4533547.102757 + Penalty 11940.444300 = -4521606.658457
  nChanged 20
		SP:Iteration 38Q (62901.470000 sec): 3 clusters
  Score: Raw -4533559.784208 + Penalty 11940.444300 = -4521619.339908
  nChanged 17
		SP:Iteration 39Q (62901.580000 sec): 3 clusters
  Score: Raw -4533569.697548 + Penalty 11940.444300 = -4521629.253248
  nChanged 18
		SP:Iteration 40F (62901.710000 sec): 3 clusters
  Score: Raw -4533580.241005 + Penalty 11940.444300 = -4521639.796705
  nChanged 13
		SP:Iteration 41Q (62901.820000 sec): 3 clusters
  Score: Raw -4533588.370986 + Penalty 11940.444300 = -4521647.926686
  nChanged 18
		SP:Iteration 42Q (62901.930000 sec): 3 clusters
  Score: Raw -4533598.824930 + Penalty 11940.444300 = -4521658.380630
  nChanged 16
		SP:Iteration 43Q (62902.050000 sec): 3 clusters
  Score: Raw -4533607.438279 + Penalty 11940.444300 = -4521666.993979
  nChanged 14
		SP:Iteration 44Q (62902.160000 sec): 3 clusters
  Score: Raw -4533614.204034 + Penalty 11940.444300 = -4521673.759734
  nChanged 13
		SP:Iteration 45Q (62902.270000 sec): 3 clusters
  Score: Raw -4533620.890760 + Penalty 11940.444300 = -4521680.446460
  nChanged 10
		SP:Iteration 46Q (62902.380000 sec): 3 clusters
  Score: Raw -4533626.306020 + Penalty 11940.444300 = -4521685.861720
  nChanged 4
		SP:Iteration 47Q (62902.490000 sec): 3 clusters
  Score: Raw -4533628.144343 + Penalty 11940.444300 = -4521687.700043
  nChanged 3
		SP:Iteration 48Q (62902.600000 sec): 3 clusters
  Score: Raw -4533630.276212 + Penalty 11940.444300 = -4521689.831912
  nChanged 4
		SP:Iteration 49Q (62902.710000 sec): 3 clusters
  Score: Raw -4533632.142268 + Penalty 11940.444300 = -4521691.697968
  nChanged 6
		SP:Iteration 50Q (62902.830000 sec): 3 clusters
  Score: Raw -4533636.200553 + Penalty 11940.444300 = -4521695.756253
  nChanged 7
		SP:Iteration 51Q (62902.930000 sec): 3 clusters
  Score: Raw -4533639.447484 + Penalty 11940.444300 = -4521699.003184
  nChanged 3
		SP:Iteration 52Q (62903.050000 sec): 3 clusters
  Score: Raw -4533640.617143 + Penalty 11940.444300 = -4521700.172844
  nChanged 2
		SP:Iteration 53Q (62903.160000 sec): 3 clusters
  Score: Raw -4533642.027608 + Penalty 11940.444300 = -4521701.583308
  nChanged 2
		SP:Iteration 54Q (62903.270000 sec): 3 clusters
  Score: Raw -4533642.929191 + Penalty 11940.444300 = -4521702.484891
  nChanged 1
		SP:Iteration 55Q (62903.380000 sec): 3 clusters
  Score: Raw -4533644.412482 + Penalty 11940.444300 = -4521703.968182
  nChanged 1
		SP:Iteration 56Q (62903.490000 sec): 3 clusters
  Score: Raw -4533644.945770 + Penalty 11940.444300 = -4521704.501470
  nChanged 1
		SP:Iteration 57Q (62903.600000 sec): 3 clusters
  Score: Raw -4533645.347930 + Penalty 11940.444300 = -4521704.903631
  nChanged 1
		SP:Iteration 58Q (62903.710000 sec): 3 clusters
  Score: Raw -4533645.638026 + Penalty 11940.444300 = -4521705.193726
  nChanged 0
		SP:Iteration 59F (62903.840000 sec): 3 clusters
  Score: Raw -4533645.638026 + Penalty 11940.444300 = -4521705.193726
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (43582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62904.120000 sec): 2 clusters
  Score: Raw -11400078.735722 + Penalty 6542.969694 = -11393535.766028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62904.440000 sec): 3 clusters
  Score: Raw -11375094.192027 + Penalty 13085.939388 = -11362008.252640
  nChanged 18942
		SP:Iteration 1F (62904.770000 sec): 3 clusters
  Score: Raw -11385179.889729 + Penalty 13085.939388 = -11372093.950341
  nChanged 2407
		SP:Iteration 2F (62905.090000 sec): 3 clusters
  Score: Raw -11386074.133798 + Penalty 13085.939388 = -11372988.194410
  nChanged 1964
		SP:Iteration 3Q (62905.410000 sec): 3 clusters
  Score: Raw -11386850.850581 + Penalty 13085.939388 = -11373764.911193
  nChanged 1780
		SP:Iteration 4Q (62905.730000 sec): 3 clusters
  Score: Raw -11387669.881361 + Penalty 13085.939388 = -11374583.941973
  nChanged 1732
		SP:Iteration 5Q (62906.050000 sec): 3 clusters
  Score: Raw -11388581.584745 + Penalty 13085.939388 = -11375495.645358
  nChanged 1869
		SP:Iteration 6Q (62906.370000 sec): 3 clusters
  Score: Raw -11389564.285455 + Penalty 13085.939388 = -11376478.346068
  nChanged 2028
		SP:Iteration 7Q (62906.690000 sec): 3 clusters
  Score: Raw -11390671.871546 + Penalty 13085.939388 = -11377585.932158
  nChanged 2317
		SP:Iteration 8F (62907.010000 sec): 3 clusters
  Score: Raw -11392088.275470 + Penalty 13085.939388 = -11379002.336082
  nChanged 2651
		SP:Iteration 9F (62907.330000 sec): 3 clusters
  Score: Raw -11393774.726534 + Penalty 13085.939388 = -11380688.787147
  nChanged 2671
		SP:Iteration 10F (62907.650000 sec): 3 clusters
  Score: Raw -11395562.796856 + Penalty 13085.939388 = -11382476.857469
  nChanged 2634
		SP:Iteration 11F (62907.970000 sec): 3 clusters
  Score: Raw -11397291.139364 + Penalty 13085.939388 = -11384205.199977
  nChanged 2355
		SP:Iteration 12F (62908.290000 sec): 3 clusters
  Score: Raw -11398786.868054 + Penalty 13085.939388 = -11385700.928666
  nChanged 1929
		SP:Iteration 13Q (62908.600000 sec): 3 clusters
  Score: Raw -11399958.647383 + Penalty 13085.939388 = -11386872.707995
  nChanged 1546
		SP:Iteration 14Q (62908.920000 sec): 3 clusters
  Score: Raw -11400853.024867 + Penalty 13085.939388 = -11387767.085479
  nChanged 1258
		SP:Iteration 15Q (62909.230000 sec): 3 clusters
  Score: Raw -11401542.662365 + Penalty 13085.939388 = -11388456.722978
  nChanged 1009
		SP:Iteration 16Q (62909.550000 sec): 3 clusters
  Score: Raw -11402101.626537 + Penalty 13085.939388 = -11389015.687150
  nChanged 855
		SP:Iteration 17Q (62909.860000 sec): 3 clusters
  Score: Raw -11402555.964910 + Penalty 13085.939388 = -11389470.025523
  nChanged 721
		SP:Iteration 18Q (62910.170000 sec): 3 clusters
  Score: Raw -11402921.694496 + Penalty 13085.939388 = -11389835.755108
  nChanged 593
		SP:Iteration 19Q (62910.500000 sec): 3 clusters
  Score: Raw -11403207.871804 + Penalty 13085.939388 = -11390121.932416
  nChanged 493
		SP:Iteration 20F (62910.840000 sec): 3 clusters
  Score: Raw -11403434.603404 + Penalty 13085.939388 = -11390348.664016
  nChanged 393
		SP:Iteration 21Q (62911.170000 sec): 3 clusters
  Score: Raw -11403610.496472 + Penalty 13085.939388 = -11390524.557084
  nChanged 332
		SP:Iteration 22Q (62911.490000 sec): 3 clusters
  Score: Raw -11403746.966577 + Penalty 13085.939388 = -11390661.027189
  nChanged 237
		SP:Iteration 23Q (62911.820000 sec): 3 clusters
  Score: Raw -11403845.836486 + Penalty 13085.939388 = -11390759.897098
  nChanged 180
		SP:Iteration 24Q (62912.140000 sec): 3 clusters
  Score: Raw -11403919.608220 + Penalty 13085.939388 = -11390833.668833
  nChanged 152
		SP:Iteration 25Q (62912.450000 sec): 3 clusters
  Score: Raw -11403976.302060 + Penalty 13085.939388 = -11390890.362673
  nChanged 119
		SP:Iteration 26Q (62912.750000 sec): 3 clusters
  Score: Raw -11404017.335445 + Penalty 13085.939388 = -11390931.396058
  nChanged 94
		SP:Iteration 27Q (62913.060000 sec): 3 clusters
  Score: Raw -11404053.488942 + Penalty 13085.939388 = -11390967.549554
  nChanged 98
		SP:Iteration 28Q (62913.370000 sec): 3 clusters
  Score: Raw -11404089.523335 + Penalty 13085.939388 = -11391003.583947
  nChanged 66
		SP:Iteration 29Q (62913.680000 sec): 3 clusters
  Score: Raw -11404116.644670 + Penalty 13085.939388 = -11391030.705283
  nChanged 60
		SP:Iteration 30Q (62913.980000 sec): 3 clusters
  Score: Raw -11404143.115759 + Penalty 13085.939388 = -11391057.176372
  nChanged 58
		SP:Iteration 31Q (62914.290000 sec): 3 clusters
  Score: Raw -11404167.673484 + Penalty 13085.939388 = -11391081.734097
  nChanged 49
		SP:Iteration 32Q (62914.590000 sec): 3 clusters
  Score: Raw -11404186.239894 + Penalty 13085.939388 = -11391100.300506
  nChanged 34
		SP:Iteration 33Q (62914.890000 sec): 3 clusters
  Score: Raw -11404197.585546 + Penalty 13085.939388 = -11391111.646158
  nChanged 25
		SP:Iteration 34Q (62915.190000 sec): 3 clusters
  Score: Raw -11404205.460081 + Penalty 13085.939388 = -11391119.520693
  nChanged 22
		SP:Iteration 35Q (62915.480000 sec): 3 clusters
  Score: Raw -11404212.946271 + Penalty 13085.939388 = -11391127.006883
  nChanged 25
		SP:Iteration 36Q (62915.780000 sec): 3 clusters
  Score: Raw -11404220.774653 + Penalty 13085.939388 = -11391134.835265
  nChanged 17
		SP:Iteration 37Q (62916.070000 sec): 3 clusters
  Score: Raw -11404227.040707 + Penalty 13085.939388 = -11391141.101319
  nChanged 16
		SP:Iteration 38Q (62916.370000 sec): 3 clusters
  Score: Raw -11404233.343679 + Penalty 13085.939388 = -11391147.404292
  nChanged 15
		SP:Iteration 39Q (62916.660000 sec): 3 clusters
  Score: Raw -11404238.039069 + Penalty 13085.939388 = -11391152.099682
  nChanged 14
		SP:Iteration 40F (62916.990000 sec): 3 clusters
  Score: Raw -11404243.078590 + Penalty 13085.939388 = -11391157.139203
  nChanged 13
		SP:Iteration 41Q (62917.280000 sec): 3 clusters
  Score: Raw -11404247.136658 + Penalty 13085.939388 = -11391161.197271
  nChanged 12
		SP:Iteration 42Q (62917.570000 sec): 3 clusters
  Score: Raw -11404252.397022 + Penalty 13085.939388 = -11391166.457634
  nChanged 13
		SP:Iteration 43Q (62917.870000 sec): 3 clusters
  Score: Raw -11404259.190612 + Penalty 13085.939388 = -11391173.251225
  nChanged 23
		SP:Iteration 44Q (62918.160000 sec): 3 clusters
  Score: Raw -11404272.414210 + Penalty 13085.939388 = -11391186.474823
  nChanged 24
		SP:Iteration 45Q (62918.440000 sec): 3 clusters
  Score: Raw -11404291.035299 + Penalty 13085.939388 = -11391205.095912
  nChanged 31
		SP:Iteration 46Q (62918.730000 sec): 3 clusters
  Score: Raw -11404307.093599 + Penalty 13085.939388 = -11391221.154211
  nChanged 23
		SP:Iteration 47Q (62919.010000 sec): 3 clusters
  Score: Raw -11404317.215651 + Penalty 13085.939388 = -11391231.276263
  nChanged 26
		SP:Iteration 48Q (62919.290000 sec): 3 clusters
  Score: Raw -11404326.138620 + Penalty 13085.939388 = -11391240.199232
  nChanged 18
		SP:Iteration 49Q (62919.570000 sec): 3 clusters
  Score: Raw -11404332.550695 + Penalty 13085.939388 = -11391246.611308
  nChanged 9
		SP:Iteration 50Q (62919.850000 sec): 3 clusters
  Score: Raw -11404335.327069 + Penalty 13085.939388 = -11391249.387681
  nChanged 7
		SP:Iteration 51Q (62920.130000 sec): 3 clusters
  Score: Raw -11404337.454816 + Penalty 13085.939388 = -11391251.515428
  nChanged 4
		SP:Iteration 52Q (62920.400000 sec): 3 clusters
  Score: Raw -11404338.303427 + Penalty 13085.939388 = -11391252.364040
  nChanged 2
		SP:Iteration 53Q (62920.680000 sec): 3 clusters
  Score: Raw -11404338.789105 + Penalty 13085.939388 = -11391252.849717
  nChanged 0
		SP:Iteration 54F (62921.010000 sec): 3 clusters
  Score: Raw -11404338.789105 + Penalty 13085.939388 = -11391252.849717
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62921.060000 sec): 2 clusters
  Score: Raw -375875.112077 + Penalty 4478.530275 = -371396.581802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62921.070000 sec): 3 clusters
  Score: Raw -375750.769690 + Penalty 8957.060551 = -366793.709139
  nChanged 312
		SP:Iteration 1F (62921.080000 sec): 3 clusters
  Score: Raw -376230.819273 + Penalty 8957.060551 = -367273.758722
  nChanged 67
		SP:Iteration 2Q (62921.090000 sec): 3 clusters
  Score: Raw -376365.852601 + Penalty 8957.060551 = -367408.792050
  nChanged 36
		SP:Iteration 3Q (62921.100000 sec): 3 clusters
  Score: Raw -376442.735423 + Penalty 8957.060551 = -367485.674872
  nChanged 29
		SP:Iteration 4Q (62921.110000 sec): 3 clusters
  Score: Raw -376516.999806 + Penalty 8957.060551 = -367559.939255
  nChanged 27
		SP:Iteration 5Q (62921.120000 sec): 3 clusters
  Score: Raw -376588.247002 + Penalty 8957.060551 = -367631.186451
  nChanged 18
		SP:Iteration 6Q (62921.130000 sec): 3 clusters
  Score: Raw -376627.192094 + Penalty 8957.060551 = -367670.131543
  nChanged 14
		SP:Iteration 7Q (62921.150000 sec): 3 clusters
  Score: Raw -376658.919917 + Penalty 8957.060551 = -367701.859366
  nChanged 8
		SP:Iteration 8Q (62921.150000 sec): 3 clusters
  Score: Raw -376670.392792 + Penalty 8957.060551 = -367713.332241
  nChanged 7
		SP:Iteration 9Q (62921.170000 sec): 3 clusters
  Score: Raw -376690.606277 + Penalty 8957.060551 = -367733.545726
  nChanged 7
		SP:Iteration 10Q (62921.170000 sec): 3 clusters
  Score: Raw -376701.383193 + Penalty 8957.060551 = -367744.322642
  nChanged 4
		SP:Iteration 11Q (62921.190000 sec): 3 clusters
  Score: Raw -376709.824749 + Penalty 8957.060551 = -367752.764198
  nChanged 3
		SP:Iteration 12Q (62921.200000 sec): 3 clusters
  Score: Raw -376716.248059 + Penalty 8957.060551 = -367759.187508
  nChanged 2
		SP:Iteration 13Q (62921.210000 sec): 3 clusters
  Score: Raw -376721.246754 + Penalty 8957.060551 = -367764.186203
  nChanged 2
		SP:Iteration 14Q (62921.220000 sec): 3 clusters
  Score: Raw -376725.143398 + Penalty 8957.060551 = -367768.082847
  nChanged 1
		SP:Iteration 15Q (62921.230000 sec): 3 clusters
  Score: Raw -376726.528096 + Penalty 8957.060551 = -367769.467545
  nChanged 0
		SP:Iteration 16F (62921.240000 sec): 3 clusters
  Score: Raw -376726.528096 + Penalty 8957.060551 = -367769.467545
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (10320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62921.310000 sec): 2 clusters
  Score: Raw -2732038.993743 + Penalty 5660.626411 = -2726378.367332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62921.390000 sec): 3 clusters
  Score: Raw -2727336.755290 + Penalty 11321.252823 = -2716015.502467
  nChanged 3836
		SP:Iteration 1F (62921.470000 sec): 3 clusters
  Score: Raw -2729477.954005 + Penalty 11321.252823 = -2718156.701182
  nChanged 717
		SP:Iteration 2F (62921.550000 sec): 3 clusters
  Score: Raw -2729906.154641 + Penalty 11321.252823 = -2718584.901818
  nChanged 469
		SP:Iteration 3Q (62921.620000 sec): 3 clusters
  Score: Raw -2730187.933417 + Penalty 11321.252823 = -2718866.680594
  nChanged 356
		SP:Iteration 4Q (62921.700000 sec): 3 clusters
  Score: Raw -2730384.000131 + Penalty 11321.252823 = -2719062.747308
  nChanged 269
		SP:Iteration 5Q (62921.780000 sec): 3 clusters
  Score: Raw -2730525.662094 + Penalty 11321.252823 = -2719204.409271
  nChanged 240
		SP:Iteration 6Q (62921.850000 sec): 3 clusters
  Score: Raw -2730653.632829 + Penalty 11321.252823 = -2719332.380006
  nChanged 217
		SP:Iteration 7Q (62921.930000 sec): 3 clusters
  Score: Raw -2730757.962315 + Penalty 11321.252823 = -2719436.709492
  nChanged 179
		SP:Iteration 8Q (62922.010000 sec): 3 clusters
  Score: Raw -2730842.561734 + Penalty 11321.252823 = -2719521.308912
  nChanged 176
		SP:Iteration 9Q (62922.090000 sec): 3 clusters
  Score: Raw -2730927.392417 + Penalty 11321.252823 = -2719606.139594
  nChanged 157
		SP:Iteration 10Q (62922.170000 sec): 3 clusters
  Score: Raw -2731008.769785 + Penalty 11321.252823 = -2719687.516962
  nChanged 139
		SP:Iteration 11Q (62922.240000 sec): 3 clusters
  Score: Raw -2731080.328019 + Penalty 11321.252823 = -2719759.075196
  nChanged 146
		SP:Iteration 12Q (62922.320000 sec): 3 clusters
  Score: Raw -2731160.146601 + Penalty 11321.252823 = -2719838.893778
  nChanged 136
		SP:Iteration 13Q (62922.390000 sec): 3 clusters
  Score: Raw -2731230.494352 + Penalty 11321.252823 = -2719909.241529
  nChanged 136
		SP:Iteration 14Q (62922.470000 sec): 3 clusters
  Score: Raw -2731298.561840 + Penalty 11321.252823 = -2719977.309018
  nChanged 128
		SP:Iteration 15Q (62922.550000 sec): 3 clusters
  Score: Raw -2731363.357450 + Penalty 11321.252823 = -2720042.104628
  nChanged 127
		SP:Iteration 16Q (62922.630000 sec): 3 clusters
  Score: Raw -2731429.148291 + Penalty 11321.252823 = -2720107.895468
  nChanged 133
		SP:Iteration 17Q (62922.700000 sec): 3 clusters
  Score: Raw -2731503.652047 + Penalty 11321.252823 = -2720182.399224
  nChanged 139
		SP:Iteration 18Q (62922.780000 sec): 3 clusters
  Score: Raw -2731585.701329 + Penalty 11321.252823 = -2720264.448507
  nChanged 141
		SP:Iteration 19Q (62922.850000 sec): 3 clusters
  Score: Raw -2731669.331583 + Penalty 11321.252823 = -2720348.078760
  nChanged 134
		SP:Iteration 20F (62922.930000 sec): 3 clusters
  Score: Raw -2731749.967334 + Penalty 11321.252823 = -2720428.714511
  nChanged 133
		SP:Iteration 21Q (62923.010000 sec): 3 clusters
  Score: Raw -2731828.478033 + Penalty 11321.252823 = -2720507.225210
  nChanged 113
		SP:Iteration 22Q (62923.070000 sec): 3 clusters
  Score: Raw -2731898.072893 + Penalty 11321.252823 = -2720576.820071
  nChanged 109
		SP:Iteration 23Q (62923.150000 sec): 3 clusters
  Score: Raw -2731971.061310 + Penalty 11321.252823 = -2720649.808487
  nChanged 107
		SP:Iteration 24Q (62923.220000 sec): 3 clusters
  Score: Raw -2732040.686255 + Penalty 11321.252823 = -2720719.433432
  nChanged 96
		SP:Iteration 25Q (62923.290000 sec): 3 clusters
  Score: Raw -2732100.062379 + Penalty 11321.252823 = -2720778.809556
  nChanged 102
		SP:Iteration 26Q (62923.360000 sec): 3 clusters
  Score: Raw -2732176.810139 + Penalty 11321.252823 = -2720855.557317
  nChanged 92
		SP:Iteration 27Q (62923.440000 sec): 3 clusters
  Score: Raw -2732243.431282 + Penalty 11321.252823 = -2720922.178459
  nChanged 89
		SP:Iteration 28Q (62923.510000 sec): 3 clusters
  Score: Raw -2732298.464186 + Penalty 11321.252823 = -2720977.211364
  nChanged 66
		SP:Iteration 29Q (62923.580000 sec): 3 clusters
  Score: Raw -2732339.396670 + Penalty 11321.252823 = -2721018.143847
  nChanged 55
		SP:Iteration 30Q (62923.650000 sec): 3 clusters
  Score: Raw -2732373.610028 + Penalty 11321.252823 = -2721052.357205
  nChanged 45
		SP:Iteration 31Q (62923.730000 sec): 3 clusters
  Score: Raw -2732403.110677 + Penalty 11321.252823 = -2721081.857854
  nChanged 41
		SP:Iteration 32Q (62923.790000 sec): 3 clusters
  Score: Raw -2732428.917917 + Penalty 11321.252823 = -2721107.665094
  nChanged 33
		SP:Iteration 33Q (62923.860000 sec): 3 clusters
  Score: Raw -2732447.034779 + Penalty 11321.252823 = -2721125.781956
  nChanged 32
		SP:Iteration 34Q (62923.930000 sec): 3 clusters
  Score: Raw -2732467.555912 + Penalty 11321.252823 = -2721146.303089
  nChanged 25
		SP:Iteration 35Q (62924.000000 sec): 3 clusters
  Score: Raw -2732481.593530 + Penalty 11321.252823 = -2721160.340707
  nChanged 24
		SP:Iteration 36Q (62924.080000 sec): 3 clusters
  Score: Raw -2732498.648340 + Penalty 11321.252823 = -2721177.395517
  nChanged 19
		SP:Iteration 37Q (62924.140000 sec): 3 clusters
  Score: Raw -2732512.935682 + Penalty 11321.252823 = -2721191.682859
  nChanged 31
		SP:Iteration 38Q (62924.220000 sec): 3 clusters
  Score: Raw -2732536.502134 + Penalty 11321.252823 = -2721215.249311
  nChanged 25
		SP:Iteration 39Q (62924.290000 sec): 3 clusters
  Score: Raw -2732553.104679 + Penalty 11321.252823 = -2721231.851857
  nChanged 24
		SP:Iteration 40F (62924.360000 sec): 3 clusters
  Score: Raw -2732569.091573 + Penalty 11321.252823 = -2721247.838750
  nChanged 17
		SP:Iteration 41Q (62924.430000 sec): 3 clusters
  Score: Raw -2732578.810187 + Penalty 11321.252823 = -2721257.557364
  nChanged 14
		SP:Iteration 42Q (62924.500000 sec): 3 clusters
  Score: Raw -2732588.752475 + Penalty 11321.252823 = -2721267.499652
  nChanged 8
		SP:Iteration 43Q (62924.580000 sec): 3 clusters
  Score: Raw -2732593.291688 + Penalty 11321.252823 = -2721272.038866
  nChanged 8
		SP:Iteration 44Q (62924.640000 sec): 3 clusters
  Score: Raw -2732597.410364 + Penalty 11321.252823 = -2721276.157541
  nChanged 9
		SP:Iteration 45Q (62924.710000 sec): 3 clusters
  Score: Raw -2732602.495910 + Penalty 11321.252823 = -2721281.243088
  nChanged 7
		SP:Iteration 46Q (62924.780000 sec): 3 clusters
  Score: Raw -2732606.002071 + Penalty 11321.252823 = -2721284.749248
  nChanged 9
		SP:Iteration 47Q (62924.850000 sec): 3 clusters
  Score: Raw -2732610.532395 + Penalty 11321.252823 = -2721289.279573
  nChanged 4
		SP:Iteration 48Q (62924.920000 sec): 3 clusters
  Score: Raw -2732612.498244 + Penalty 11321.252823 = -2721291.245422
  nChanged 6
		SP:Iteration 49Q (62924.990000 sec): 3 clusters
  Score: Raw -2732616.366877 + Penalty 11321.252823 = -2721295.114055
  nChanged 5
		SP:Iteration 50Q (62925.060000 sec): 3 clusters
  Score: Raw -2732618.951335 + Penalty 11321.252823 = -2721297.698513
  nChanged 0
		SP:Iteration 51F (62925.140000 sec): 3 clusters
  Score: Raw -2732618.951335 + Penalty 11321.252823 = -2721297.698513
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (60248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62925.550000 sec): 2 clusters
  Score: Raw -16501507.497184 + Penalty 6741.312602 = -16494766.184582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62926.000000 sec): 3 clusters
  Score: Raw -16465939.997993 + Penalty 13482.625203 = -16452457.372790
  nChanged 26856
		SP:Iteration 1F (62926.460000 sec): 3 clusters
  Score: Raw -16480201.836557 + Penalty 13482.625203 = -16466719.211353
  nChanged 2935
		SP:Iteration 2Q (62926.920000 sec): 3 clusters
  Score: Raw -16481159.163088 + Penalty 13482.625203 = -16467676.537885
  nChanged 2568
		SP:Iteration 3Q (62927.370000 sec): 3 clusters
  Score: Raw -16481949.809556 + Penalty 13482.625203 = -16468467.184352
  nChanged 2279
		SP:Iteration 4Q (62927.810000 sec): 3 clusters
  Score: Raw -16482673.157685 + Penalty 13482.625203 = -16469190.532482
  nChanged 2222
		SP:Iteration 5Q (62928.260000 sec): 3 clusters
  Score: Raw -16483488.618501 + Penalty 13482.625203 = -16470005.993297
  nChanged 2322
		SP:Iteration 6Q (62928.700000 sec): 3 clusters
  Score: Raw -16484460.051927 + Penalty 13482.625203 = -16470977.426723
  nChanged 2513
		SP:Iteration 7Q (62929.140000 sec): 3 clusters
  Score: Raw -16485717.676675 + Penalty 13482.625203 = -16472235.051472
  nChanged 2990
		SP:Iteration 8Q (62929.580000 sec): 3 clusters
  Score: Raw -16487489.784838 + Penalty 13482.625203 = -16474007.159635
  nChanged 3487
		SP:Iteration 9F (62930.020000 sec): 3 clusters
  Score: Raw -16489976.622523 + Penalty 13482.625203 = -16476493.997320
  nChanged 3844
		SP:Iteration 10F (62930.460000 sec): 3 clusters
  Score: Raw -16493037.518702 + Penalty 13482.625203 = -16479554.893499
  nChanged 3686
		SP:Iteration 11F (62930.900000 sec): 3 clusters
  Score: Raw -16496266.404273 + Penalty 13482.625203 = -16482783.779070
  nChanged 2998
		SP:Iteration 12Q (62931.320000 sec): 3 clusters
  Score: Raw -16499035.775068 + Penalty 13482.625203 = -16485553.149864
  nChanged 2109
		SP:Iteration 13Q (62931.740000 sec): 3 clusters
  Score: Raw -16501127.924804 + Penalty 13482.625203 = -16487645.299601
  nChanged 1443
		SP:Iteration 14Q (62932.140000 sec): 3 clusters
  Score: Raw -16502861.013729 + Penalty 13482.625203 = -16489378.388525
  nChanged 1008
		SP:Iteration 15Q (62932.510000 sec): 3 clusters
  Score: Raw -16503934.589062 + Penalty 13482.625203 = -16490451.963859
  nChanged 666
		SP:Iteration 16Q (62932.860000 sec): 3 clusters
  Score: Raw -16504384.192311 + Penalty 13482.625203 = -16490901.567108
  nChanged 391
		SP:Iteration 17Q (62933.190000 sec): 3 clusters
  Score: Raw -16504562.344543 + Penalty 13482.625203 = -16491079.719340
  nChanged 258
		SP:Iteration 18Q (62933.530000 sec): 3 clusters
  Score: Raw -16504658.386700 + Penalty 13482.625203 = -16491175.761496
  nChanged 161
		SP:Iteration 19Q (62933.860000 sec): 3 clusters
  Score: Raw -16504704.589144 + Penalty 13482.625203 = -16491221.963940
  nChanged 97
		SP:Iteration 20F (62934.290000 sec): 3 clusters
  Score: Raw -16504728.056506 + Penalty 13482.625203 = -16491245.431302
  nChanged 60
		SP:Iteration 21Q (62934.620000 sec): 3 clusters
  Score: Raw -16504741.391510 + Penalty 13482.625203 = -16491258.766306
  nChanged 35
		SP:Iteration 22Q (62934.950000 sec): 3 clusters
  Score: Raw -16504749.269756 + Penalty 13482.625203 = -16491266.644552
  nChanged 28
		SP:Iteration 23Q (62935.280000 sec): 3 clusters
  Score: Raw -16504755.055857 + Penalty 13482.625203 = -16491272.430654
  nChanged 16
		SP:Iteration 24Q (62935.600000 sec): 3 clusters
  Score: Raw -16504757.948740 + Penalty 13482.625203 = -16491275.323537
  nChanged 7
		SP:Iteration 25Q (62935.930000 sec): 3 clusters
  Score: Raw -16504758.813869 + Penalty 13482.625203 = -16491276.188666
  nChanged 4
		SP:Iteration 26Q (62936.260000 sec): 3 clusters
  Score: Raw -16504759.162584 + Penalty 13482.625203 = -16491276.537380
  nChanged 1
		SP:Iteration 27Q (62936.600000 sec): 3 clusters
  Score: Raw -16504759.323599 + Penalty 13482.625203 = -16491276.698396
  nChanged 1
		SP:Iteration 28Q (62936.940000 sec): 3 clusters
  Score: Raw -16504759.496466 + Penalty 13482.625203 = -16491276.871262
  nChanged 1
		SP:Iteration 29Q (62937.280000 sec): 3 clusters
  Score: Raw -16504759.740389 + Penalty 13482.625203 = -16491277.115185
  nChanged 3
		SP:Iteration 30Q (62937.620000 sec): 3 clusters
  Score: Raw -16504760.156110 + Penalty 13482.625203 = -16491277.530907
  nChanged 1
		SP:Iteration 31Q (62937.950000 sec): 3 clusters
  Score: Raw -16504760.390601 + Penalty 13482.625203 = -16491277.765398
  nChanged 1
		SP:Iteration 32Q (62938.270000 sec): 3 clusters
  Score: Raw -16504760.501779 + Penalty 13482.625203 = -16491277.876576
  nChanged 5
		SP:Iteration 33Q (62938.600000 sec): 3 clusters
  Score: Raw -16504761.250462 + Penalty 13482.625203 = -16491278.625258
  nChanged 0
		SP:Iteration 34F (62939.040000 sec): 3 clusters
  Score: Raw -16504761.250462 + Penalty 13482.625203 = -16491278.625258
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62939.200000 sec): 2 clusters
  Score: Raw -5925429.786829 + Penalty 6156.159430 = -5919273.627399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62939.380000 sec): 3 clusters
  Score: Raw -5913102.387445 + Penalty 12312.318861 = -5900790.068584
  nChanged 9582
		SP:Iteration 1F (62939.540000 sec): 3 clusters
  Score: Raw -5918435.210732 + Penalty 12312.318861 = -5906122.891871
  nChanged 1701
		SP:Iteration 2F (62939.710000 sec): 3 clusters
  Score: Raw -5919637.649206 + Penalty 12312.318861 = -5907325.330345
  nChanged 1603
		SP:Iteration 3F (62939.880000 sec): 3 clusters
  Score: Raw -5921035.820896 + Penalty 12312.318861 = -5908723.502035
  nChanged 1565
		SP:Iteration 4F (62940.040000 sec): 3 clusters
  Score: Raw -5922364.987097 + Penalty 12312.318861 = -5910052.668236
  nChanged 1467
		SP:Iteration 5F (62940.210000 sec): 3 clusters
  Score: Raw -5923540.884395 + Penalty 12312.318861 = -5911228.565534
  nChanged 1325
		SP:Iteration 6F (62940.380000 sec): 3 clusters
  Score: Raw -5924552.621493 + Penalty 12312.318861 = -5912240.302632
  nChanged 1163
		SP:Iteration 7F (62940.550000 sec): 3 clusters
  Score: Raw -5925354.274192 + Penalty 12312.318861 = -5913041.955331
  nChanged 963
		SP:Iteration 8Q (62940.720000 sec): 3 clusters
  Score: Raw -5925944.840149 + Penalty 12312.318861 = -5913632.521288
  nChanged 815
		SP:Iteration 9Q (62940.880000 sec): 3 clusters
  Score: Raw -5926385.085007 + Penalty 12312.318861 = -5914072.766147
  nChanged 717
		SP:Iteration 10Q (62941.040000 sec): 3 clusters
  Score: Raw -5926772.130672 + Penalty 12312.318861 = -5914459.811811
  nChanged 598
		SP:Iteration 11Q (62941.210000 sec): 3 clusters
  Score: Raw -5927078.535532 + Penalty 12312.318861 = -5914766.216672
  nChanged 547
		SP:Iteration 12Q (62941.370000 sec): 3 clusters
  Score: Raw -5927329.009530 + Penalty 12312.318861 = -5915016.690669
  nChanged 448
		SP:Iteration 13Q (62941.540000 sec): 3 clusters
  Score: Raw -5927543.961244 + Penalty 12312.318861 = -5915231.642383
  nChanged 417
		SP:Iteration 14Q (62941.700000 sec): 3 clusters
  Score: Raw -5927716.958307 + Penalty 12312.318861 = -5915404.639447
  nChanged 369
		SP:Iteration 15Q (62941.860000 sec): 3 clusters
  Score: Raw -5927863.520031 + Penalty 12312.318861 = -5915551.201170
  nChanged 327
		SP:Iteration 16Q (62942.020000 sec): 3 clusters
  Score: Raw -5927986.286612 + Penalty 12312.318861 = -5915673.967751
  nChanged 282
		SP:Iteration 17Q (62942.180000 sec): 3 clusters
  Score: Raw -5928088.033228 + Penalty 12312.318861 = -5915775.714367
  nChanged 258
		SP:Iteration 18Q (62942.340000 sec): 3 clusters
  Score: Raw -5928181.522230 + Penalty 12312.318861 = -5915869.203369
  nChanged 245
		SP:Iteration 19Q (62942.500000 sec): 3 clusters
  Score: Raw -5928272.740247 + Penalty 12312.318861 = -5915960.421386
  nChanged 230
		SP:Iteration 20F (62942.670000 sec): 3 clusters
  Score: Raw -5928357.662192 + Penalty 12312.318861 = -5916045.343331
  nChanged 226
		SP:Iteration 21Q (62942.820000 sec): 3 clusters
  Score: Raw -5928454.415452 + Penalty 12312.318861 = -5916142.096591
  nChanged 246
		SP:Iteration 22Q (62942.980000 sec): 3 clusters
  Score: Raw -5928570.656414 + Penalty 12312.318861 = -5916258.337553
  nChanged 239
		SP:Iteration 23Q (62943.140000 sec): 3 clusters
  Score: Raw -5928680.350976 + Penalty 12312.318861 = -5916368.032115
  nChanged 211
		SP:Iteration 24Q (62943.300000 sec): 3 clusters
  Score: Raw -5928794.705931 + Penalty 12312.318861 = -5916482.387070
  nChanged 202
		SP:Iteration 25Q (62943.450000 sec): 3 clusters
  Score: Raw -5928917.402877 + Penalty 12312.318861 = -5916605.084016
  nChanged 205
		SP:Iteration 26Q (62943.610000 sec): 3 clusters
  Score: Raw -5929026.867890 + Penalty 12312.318861 = -5916714.549029
  nChanged 180
		SP:Iteration 27Q (62943.760000 sec): 3 clusters
  Score: Raw -5929102.595582 + Penalty 12312.318861 = -5916790.276721
  nChanged 178
		SP:Iteration 28Q (62943.920000 sec): 3 clusters
  Score: Raw -5929172.880969 + Penalty 12312.318861 = -5916860.562108
  nChanged 158
		SP:Iteration 29Q (62944.070000 sec): 3 clusters
  Score: Raw -5929228.567302 + Penalty 12312.318861 = -5916916.248441
  nChanged 126
		SP:Iteration 30Q (62944.220000 sec): 3 clusters
  Score: Raw -5929279.642482 + Penalty 12312.318861 = -5916967.323621
  nChanged 116
		SP:Iteration 31Q (62944.380000 sec): 3 clusters
  Score: Raw -5929323.097617 + Penalty 12312.318861 = -5917010.778756
  nChanged 109
		SP:Iteration 32Q (62944.530000 sec): 3 clusters
  Score: Raw -5929362.494024 + Penalty 12312.318861 = -5917050.175164
  nChanged 84
		SP:Iteration 33Q (62944.680000 sec): 3 clusters
  Score: Raw -5929387.241080 + Penalty 12312.318861 = -5917074.922219
  nChanged 66
		SP:Iteration 34Q (62944.830000 sec): 3 clusters
  Score: Raw -5929408.499303 + Penalty 12312.318861 = -5917096.180442
  nChanged 63
		SP:Iteration 35Q (62944.980000 sec): 3 clusters
  Score: Raw -5929430.905625 + Penalty 12312.318861 = -5917118.586765
  nChanged 81
		SP:Iteration 36Q (62945.130000 sec): 3 clusters
  Score: Raw -5929463.088202 + Penalty 12312.318861 = -5917150.769341
  nChanged 84
		SP:Iteration 37Q (62945.280000 sec): 3 clusters
  Score: Raw -5929492.856383 + Penalty 12312.318861 = -5917180.537522
  nChanged 62
		SP:Iteration 38Q (62945.430000 sec): 3 clusters
  Score: Raw -5929516.888350 + Penalty 12312.318861 = -5917204.569489
  nChanged 58
		SP:Iteration 39Q (62945.580000 sec): 3 clusters
  Score: Raw -5929539.382669 + Penalty 12312.318861 = -5917227.063808
  nChanged 61
		SP:Iteration 40F (62945.740000 sec): 3 clusters
  Score: Raw -5929558.589287 + Penalty 12312.318861 = -5917246.270426
  nChanged 44
		SP:Iteration 41Q (62945.890000 sec): 3 clusters
  Score: Raw -5929574.626745 + Penalty 12312.318861 = -5917262.307884
  nChanged 51
		SP:Iteration 42Q (62946.040000 sec): 3 clusters
  Score: Raw -5929592.461381 + Penalty 12312.318861 = -5917280.142520
  nChanged 47
		SP:Iteration 43Q (62946.190000 sec): 3 clusters
  Score: Raw -5929611.684259 + Penalty 12312.318861 = -5917299.365398
  nChanged 56
		SP:Iteration 44Q (62946.340000 sec): 3 clusters
  Score: Raw -5929633.466905 + Penalty 12312.318861 = -5917321.148044
  nChanged 47
		SP:Iteration 45Q (62946.480000 sec): 3 clusters
  Score: Raw -5929649.035794 + Penalty 12312.318861 = -5917336.716934
  nChanged 35
		SP:Iteration 46Q (62946.630000 sec): 3 clusters
  Score: Raw -5929660.248892 + Penalty 12312.318861 = -5917347.930031
  nChanged 36
		SP:Iteration 47Q (62946.780000 sec): 3 clusters
  Score: Raw -5929674.816203 + Penalty 12312.318861 = -5917362.497342
  nChanged 32
		SP:Iteration 48Q (62946.930000 sec): 3 clusters
  Score: Raw -5929684.547352 + Penalty 12312.318861 = -5917372.228491
  nChanged 22
		SP:Iteration 49Q (62947.080000 sec): 3 clusters
  Score: Raw -5929690.896349 + Penalty 12312.318861 = -5917378.577488
  nChanged 22
		SP:Iteration 50Q (62947.220000 sec): 3 clusters
  Score: Raw -5929697.025805 + Penalty 12312.318861 = -5917384.706944
  nChanged 15
		SP:Iteration 51Q (62947.370000 sec): 3 clusters
  Score: Raw -5929702.092900 + Penalty 12312.318861 = -5917389.774039
  nChanged 15
		SP:Iteration 52Q (62947.510000 sec): 3 clusters
  Score: Raw -5929707.238198 + Penalty 12312.318861 = -5917394.919337
  nChanged 17
		SP:Iteration 53Q (62947.660000 sec): 3 clusters
  Score: Raw -5929712.363276 + Penalty 12312.318861 = -5917400.044415
  nChanged 18
		SP:Iteration 54Q (62947.800000 sec): 3 clusters
  Score: Raw -5929718.233628 + Penalty 12312.318861 = -5917405.914768
  nChanged 19
		SP:Iteration 55Q (62947.950000 sec): 3 clusters
  Score: Raw -5929724.404130 + Penalty 12312.318861 = -5917412.085269
  nChanged 15
		SP:Iteration 56Q (62948.100000 sec): 3 clusters
  Score: Raw -5929728.727140 + Penalty 12312.318861 = -5917416.408280
  nChanged 16
		SP:Iteration 57Q (62948.240000 sec): 3 clusters
  Score: Raw -5929733.421739 + Penalty 12312.318861 = -5917421.102878
  nChanged 16
		SP:Iteration 58Q (62948.390000 sec): 3 clusters
  Score: Raw -5929740.073303 + Penalty 12312.318861 = -5917427.754442
  nChanged 21
		SP:Iteration 59Q (62948.530000 sec): 3 clusters
  Score: Raw -5929748.274619 + Penalty 12312.318861 = -5917435.955758
  nChanged 22
		SP:Iteration 60F (62948.700000 sec): 3 clusters
  Score: Raw -5929755.356597 + Penalty 12312.318861 = -5917443.037736
  nChanged 20
		SP:Iteration 61Q (62948.850000 sec): 3 clusters
  Score: Raw -5929762.759808 + Penalty 12312.318861 = -5917450.440947
  nChanged 18
		SP:Iteration 62Q (62948.990000 sec): 3 clusters
  Score: Raw -5929769.622880 + Penalty 12312.318861 = -5917457.304019
  nChanged 16
		SP:Iteration 63Q (62949.140000 sec): 3 clusters
  Score: Raw -5929773.995152 + Penalty 12312.318861 = -5917461.676292
  nChanged 17
		SP:Iteration 64Q (62949.280000 sec): 3 clusters
  Score: Raw -5929779.288731 + Penalty 12312.318861 = -5917466.969870
  nChanged 16
		SP:Iteration 65Q (62949.420000 sec): 3 clusters
  Score: Raw -5929784.392438 + Penalty 12312.318861 = -5917472.073577
  nChanged 13
		SP:Iteration 66Q (62949.570000 sec): 3 clusters
  Score: Raw -5929788.190579 + Penalty 12312.318861 = -5917475.871718
  nChanged 11
		SP:Iteration 67Q (62949.720000 sec): 3 clusters
  Score: Raw -5929791.259900 + Penalty 12312.318861 = -5917478.941039
  nChanged 9
		SP:Iteration 68Q (62949.860000 sec): 3 clusters
  Score: Raw -5929793.867564 + Penalty 12312.318861 = -5917481.548703
  nChanged 6
		SP:Iteration 69Q (62950.000000 sec): 3 clusters
  Score: Raw -5929795.394816 + Penalty 12312.318861 = -5917483.075955
  nChanged 3
		SP:Iteration 70Q (62950.150000 sec): 3 clusters
  Score: Raw -5929796.441254 + Penalty 12312.318861 = -5917484.122393
  nChanged 2
		SP:Iteration 71Q (62950.290000 sec): 3 clusters
  Score: Raw -5929797.024424 + Penalty 12312.318861 = -5917484.705564
  nChanged 1
		SP:Iteration 72Q (62950.440000 sec): 3 clusters
  Score: Raw -5929797.332480 + Penalty 12312.318861 = -5917485.013619
  nChanged 2
		SP:Iteration 73Q (62950.580000 sec): 3 clusters
  Score: Raw -5929797.914497 + Penalty 12312.318861 = -5917485.595636
  nChanged 2
		SP:Iteration 74Q (62950.720000 sec): 3 clusters
  Score: Raw -5929798.452296 + Penalty 12312.318861 = -5917486.133436
  nChanged 2
		SP:Iteration 75Q (62950.870000 sec): 3 clusters
  Score: Raw -5929798.955010 + Penalty 12312.318861 = -5917486.636149
  nChanged 1
		SP:Iteration 76Q (62951.020000 sec): 3 clusters
  Score: Raw -5929799.352023 + Penalty 12312.318861 = -5917487.033162
  nChanged 4
		SP:Iteration 77Q (62951.160000 sec): 3 clusters
  Score: Raw -5929800.404642 + Penalty 12312.318861 = -5917488.085781
  nChanged 3
		SP:Iteration 78Q (62951.300000 sec): 3 clusters
  Score: Raw -5929801.375784 + Penalty 12312.318861 = -5917489.056923
  nChanged 0
		SP:Iteration 79F (62951.480000 sec): 3 clusters
  Score: Raw -5929801.375784 + Penalty 12312.318861 = -5917489.056923
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (64384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62951.890000 sec): 2 clusters
  Score: Raw -17369413.505623 + Penalty 6781.980016 = -17362631.525607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62952.360000 sec): 3 clusters
  Score: Raw -17331404.668824 + Penalty 13563.960032 = -17317840.708792
  nChanged 28619
		SP:Iteration 1F (62952.830000 sec): 3 clusters
  Score: Raw -17346785.546985 + Penalty 13563.960032 = -17333221.586953
  nChanged 2944
		SP:Iteration 2Q (62953.300000 sec): 3 clusters
  Score: Raw -17347683.104538 + Penalty 13563.960032 = -17334119.144506
  nChanged 2556
		SP:Iteration 3Q (62953.770000 sec): 3 clusters
  Score: Raw -17348433.430657 + Penalty 13563.960032 = -17334869.470625
  nChanged 2308
		SP:Iteration 4Q (62954.240000 sec): 3 clusters
  Score: Raw -17349096.375692 + Penalty 13563.960032 = -17335532.415660
  nChanged 2080
		SP:Iteration 5Q (62954.720000 sec): 3 clusters
  Score: Raw -17349684.034288 + Penalty 13563.960032 = -17336120.074256
  nChanged 1986
		SP:Iteration 6Q (62955.190000 sec): 3 clusters
  Score: Raw -17350268.521667 + Penalty 13563.960032 = -17336704.561635
  nChanged 2017
		SP:Iteration 7Q (62955.660000 sec): 3 clusters
  Score: Raw -17350921.628086 + Penalty 13563.960032 = -17337357.668055
  nChanged 2101
		SP:Iteration 8Q (62956.130000 sec): 3 clusters
  Score: Raw -17351661.361291 + Penalty 13563.960032 = -17338097.401259
  nChanged 2313
		SP:Iteration 9Q (62956.610000 sec): 3 clusters
  Score: Raw -17352548.375502 + Penalty 13563.960032 = -17338984.415471
  nChanged 2496
		SP:Iteration 10Q (62957.080000 sec): 3 clusters
  Score: Raw -17353545.340342 + Penalty 13563.960032 = -17339981.380311
  nChanged 2625
		SP:Iteration 11Q (62957.550000 sec): 3 clusters
  Score: Raw -17354632.611463 + Penalty 13563.960032 = -17341068.651431
  nChanged 2631
		SP:Iteration 12Q (62958.020000 sec): 3 clusters
  Score: Raw -17355725.812966 + Penalty 13563.960032 = -17342161.852934
  nChanged 2535
		SP:Iteration 13Q (62958.490000 sec): 3 clusters
  Score: Raw -17356740.215086 + Penalty 13563.960032 = -17343176.255054
  nChanged 2260
		SP:Iteration 14Q (62958.950000 sec): 3 clusters
  Score: Raw -17357566.828865 + Penalty 13563.960032 = -17344002.868833
  nChanged 2017
		SP:Iteration 15Q (62959.430000 sec): 3 clusters
  Score: Raw -17358200.316235 + Penalty 13563.960032 = -17344636.356203
  nChanged 1632
		SP:Iteration 16Q (62959.890000 sec): 3 clusters
  Score: Raw -17358641.510819 + Penalty 13563.960032 = -17345077.550787
  nChanged 1356
		SP:Iteration 17Q (62960.370000 sec): 3 clusters
  Score: Raw -17358964.012197 + Penalty 13563.960032 = -17345400.052165
  nChanged 1121
		SP:Iteration 18Q (62960.830000 sec): 3 clusters
  Score: Raw -17359178.546307 + Penalty 13563.960032 = -17345614.586276
  nChanged 875
		SP:Iteration 19Q (62961.300000 sec): 3 clusters
  Score: Raw -17359317.408045 + Penalty 13563.960032 = -17345753.448014
  nChanged 669
		SP:Iteration 20F (62961.780000 sec): 3 clusters
  Score: Raw -17359411.631944 + Penalty 13563.960032 = -17345847.671912
  nChanged 547
		SP:Iteration 21Q (62962.240000 sec): 3 clusters
  Score: Raw -17359484.682123 + Penalty 13563.960032 = -17345920.722091
  nChanged 470
		SP:Iteration 22Q (62962.730000 sec): 3 clusters
  Score: Raw -17359540.005548 + Penalty 13563.960032 = -17345976.045517
  nChanged 394
		SP:Iteration 23Q (62963.220000 sec): 3 clusters
  Score: Raw -17359585.576192 + Penalty 13563.960032 = -17346021.616160
  nChanged 350
		SP:Iteration 24Q (62963.700000 sec): 3 clusters
  Score: Raw -17359626.449166 + Penalty 13563.960032 = -17346062.489134
  nChanged 330
		SP:Iteration 25Q (62964.190000 sec): 3 clusters
  Score: Raw -17359663.076533 + Penalty 13563.960032 = -17346099.116501
  nChanged 333
		SP:Iteration 26Q (62964.680000 sec): 3 clusters
  Score: Raw -17359700.075534 + Penalty 13563.960032 = -17346136.115502
  nChanged 341
		SP:Iteration 27Q (62965.170000 sec): 3 clusters
  Score: Raw -17359740.013947 + Penalty 13563.960032 = -17346176.053915
  nChanged 345
		SP:Iteration 28Q (62965.660000 sec): 3 clusters
  Score: Raw -17359778.168311 + Penalty 13563.960032 = -17346214.208280
  nChanged 328
		SP:Iteration 29Q (62966.140000 sec): 3 clusters
  Score: Raw -17359815.249306 + Penalty 13563.960032 = -17346251.289275
  nChanged 340
		SP:Iteration 30Q (62966.610000 sec): 3 clusters
  Score: Raw -17359856.200768 + Penalty 13563.960032 = -17346292.240736
  nChanged 348
		SP:Iteration 31Q (62967.090000 sec): 3 clusters
  Score: Raw -17359902.271649 + Penalty 13563.960032 = -17346338.311617
  nChanged 398
		SP:Iteration 32Q (62967.570000 sec): 3 clusters
  Score: Raw -17359954.581313 + Penalty 13563.960032 = -17346390.621282
  nChanged 433
		SP:Iteration 33Q (62968.060000 sec): 3 clusters
  Score: Raw -17360019.144271 + Penalty 13563.960032 = -17346455.184240
  nChanged 550
		SP:Iteration 34Q (62968.540000 sec): 3 clusters
  Score: Raw -17360106.811857 + Penalty 13563.960032 = -17346542.851826
  nChanged 590
		SP:Iteration 35Q (62969.020000 sec): 3 clusters
  Score: Raw -17360209.324239 + Penalty 13563.960032 = -17346645.364207
  nChanged 676
		SP:Iteration 36Q (62969.500000 sec): 3 clusters
  Score: Raw -17360342.069530 + Penalty 13563.960032 = -17346778.109499
  nChanged 806
		SP:Iteration 37Q (62969.980000 sec): 3 clusters
  Score: Raw -17360523.508567 + Penalty 13563.960032 = -17346959.548535
  nChanged 955
		SP:Iteration 38Q (62970.470000 sec): 3 clusters
  Score: Raw -17360760.050903 + Penalty 13563.960032 = -17347196.090872
  nChanged 1068
		SP:Iteration 39Q (62970.960000 sec): 3 clusters
  Score: Raw -17361059.382194 + Penalty 13563.960032 = -17347495.422163
  nChanged 1236
		SP:Iteration 40F (62971.440000 sec): 3 clusters
  Score: Raw -17361441.051926 + Penalty 13563.960032 = -17347877.091894
  nChanged 1384
		SP:Iteration 41Q (62971.930000 sec): 3 clusters
  Score: Raw -17361937.564581 + Penalty 13563.960032 = -17348373.604549
  nChanged 1575
		SP:Iteration 42Q (62972.420000 sec): 3 clusters
  Score: Raw -17362591.696485 + Penalty 13563.960032 = -17349027.736454
  nChanged 1749
		SP:Iteration 43Q (62972.900000 sec): 3 clusters
  Score: Raw -17363383.600446 + Penalty 13563.960032 = -17349819.640414
  nChanged 1824
		SP:Iteration 44Q (62973.380000 sec): 3 clusters
  Score: Raw -17364303.726226 + Penalty 13563.960032 = -17350739.766194
  nChanged 1814
		SP:Iteration 45Q (62973.850000 sec): 3 clusters
  Score: Raw -17365279.716773 + Penalty 13563.960032 = -17351715.756741
  nChanged 1662
		SP:Iteration 46Q (62974.310000 sec): 3 clusters
  Score: Raw -17366235.789592 + Penalty 13563.960032 = -17352671.829560
  nChanged 1469
		SP:Iteration 47Q (62974.770000 sec): 3 clusters
  Score: Raw -17367099.963498 + Penalty 13563.960032 = -17353536.003466
  nChanged 1181
		SP:Iteration 48Q (62975.220000 sec): 3 clusters
  Score: Raw -17367806.536467 + Penalty 13563.960032 = -17354242.576435
  nChanged 960
		SP:Iteration 49Q (62975.670000 sec): 3 clusters
  Score: Raw -17368398.744531 + Penalty 13563.960032 = -17354834.784499
  nChanged 704
		SP:Iteration 50Q (62976.100000 sec): 3 clusters
  Score: Raw -17368861.677460 + Penalty 13563.960032 = -17355297.717429
  nChanged 522
		SP:Iteration 51Q (62976.520000 sec): 3 clusters
  Score: Raw -17369199.100685 + Penalty 13563.960032 = -17355635.140653
  nChanged 376
		SP:Iteration 52Q (62976.930000 sec): 3 clusters
  Score: Raw -17369462.429345 + Penalty 13563.960032 = -17355898.469314
  nChanged 283
		SP:Iteration 53Q (62977.340000 sec): 3 clusters
  Score: Raw -17369655.603715 + Penalty 13563.960032 = -17356091.643684
  nChanged 201
		SP:Iteration 54Q (62977.740000 sec): 3 clusters
  Score: Raw -17369789.876091 + Penalty 13563.960032 = -17356225.916059
  nChanged 142
		SP:Iteration 55Q (62978.140000 sec): 3 clusters
  Score: Raw -17369892.151799 + Penalty 13563.960032 = -17356328.191767
  nChanged 108
		SP:Iteration 56Q (62978.530000 sec): 3 clusters
  Score: Raw -17369969.087249 + Penalty 13563.960032 = -17356405.127217
  nChanged 79
		SP:Iteration 57Q (62978.910000 sec): 3 clusters
  Score: Raw -17370023.989303 + Penalty 13563.960032 = -17356460.029271
  nChanged 66
		SP:Iteration 58Q (62979.290000 sec): 3 clusters
  Score: Raw -17370077.301900 + Penalty 13563.960032 = -17356513.341868
  nChanged 46
		SP:Iteration 59Q (62979.660000 sec): 3 clusters
  Score: Raw -17370110.313002 + Penalty 13563.960032 = -17356546.352971
  nChanged 42
		SP:Iteration 60F (62980.140000 sec): 3 clusters
  Score: Raw -17370137.432671 + Penalty 13563.960032 = -17356573.472639
  nChanged 27
		SP:Iteration 61Q (62980.520000 sec): 3 clusters
  Score: Raw -17370157.468186 + Penalty 13563.960032 = -17356593.508155
  nChanged 20
		SP:Iteration 62Q (62980.890000 sec): 3 clusters
  Score: Raw -17370173.510317 + Penalty 13563.960032 = -17356609.550285
  nChanged 15
		SP:Iteration 63Q (62981.260000 sec): 3 clusters
  Score: Raw -17370183.268891 + Penalty 13563.960032 = -17356619.308859
  nChanged 8
		SP:Iteration 64Q (62981.630000 sec): 3 clusters
  Score: Raw -17370188.051525 + Penalty 13563.960032 = -17356624.091494
  nChanged 7
		SP:Iteration 65Q (62982.000000 sec): 3 clusters
  Score: Raw -17370193.578689 + Penalty 13563.960032 = -17356629.618657
  nChanged 4
		SP:Iteration 66Q (62982.360000 sec): 3 clusters
  Score: Raw -17370195.628114 + Penalty 13563.960032 = -17356631.668083
  nChanged 2
		SP:Iteration 67Q (62982.730000 sec): 3 clusters
  Score: Raw -17370196.912508 + Penalty 13563.960032 = -17356632.952476
  nChanged 3
		SP:Iteration 68Q (62983.100000 sec): 3 clusters
  Score: Raw -17370198.852301 + Penalty 13563.960032 = -17356634.892269
  nChanged 4
		SP:Iteration 69Q (62983.450000 sec): 3 clusters
  Score: Raw -17370201.538385 + Penalty 13563.960032 = -17356637.578353
  nChanged 5
		SP:Iteration 70Q (62983.800000 sec): 3 clusters
  Score: Raw -17370205.824711 + Penalty 13563.960032 = -17356641.864679
  nChanged 7
		SP:Iteration 71Q (62984.160000 sec): 3 clusters
  Score: Raw -17370210.905229 + Penalty 13563.960032 = -17356646.945197
  nChanged 6
		SP:Iteration 72Q (62984.510000 sec): 3 clusters
  Score: Raw -17370215.073047 + Penalty 13563.960032 = -17356651.113016
  nChanged 6
		SP:Iteration 73Q (62984.860000 sec): 3 clusters
  Score: Raw -17370218.053866 + Penalty 13563.960032 = -17356654.093835
  nChanged 6
		SP:Iteration 74Q (62985.210000 sec): 3 clusters
  Score: Raw -17370222.879868 + Penalty 13563.960032 = -17356658.919836
  nChanged 5
		SP:Iteration 75Q (62985.560000 sec): 3 clusters
  Score: Raw -17370225.885204 + Penalty 13563.960032 = -17356661.925173
  nChanged 3
		SP:Iteration 76Q (62985.910000 sec): 3 clusters
  Score: Raw -17370228.126949 + Penalty 13563.960032 = -17356664.166918
  nChanged 4
		SP:Iteration 77Q (62986.260000 sec): 3 clusters
  Score: Raw -17370230.592241 + Penalty 13563.960032 = -17356666.632209
  nChanged 4
		SP:Iteration 78Q (62986.610000 sec): 3 clusters
  Score: Raw -17370233.694840 + Penalty 13563.960032 = -17356669.734809
  nChanged 4
		SP:Iteration 79Q (62986.960000 sec): 3 clusters
  Score: Raw -17370236.255424 + Penalty 13563.960032 = -17356672.295392
  nChanged 2
		SP:Iteration 80F (62987.420000 sec): 3 clusters
  Score: Raw -17370238.625099 + Penalty 13563.960032 = -17356674.665067
  nChanged 4
		SP:Iteration 81Q (62987.780000 sec): 3 clusters
  Score: Raw -17370241.211261 + Penalty 13563.960032 = -17356677.251230
  nChanged 3
		SP:Iteration 82Q (62988.130000 sec): 3 clusters
  Score: Raw -17370243.257022 + Penalty 13563.960032 = -17356679.296990
  nChanged 1
		SP:Iteration 83Q (62988.480000 sec): 3 clusters
  Score: Raw -17370244.032438 + Penalty 13563.960032 = -17356680.072406
  nChanged 2
		SP:Iteration 84Q (62988.830000 sec): 3 clusters
  Score: Raw -17370245.539143 + Penalty 13563.960032 = -17356681.579111
  nChanged 1
		SP:Iteration 85Q (62989.190000 sec): 3 clusters
  Score: Raw -17370246.093211 + Penalty 13563.960032 = -17356682.133179
  nChanged 2
		SP:Iteration 86Q (62989.530000 sec): 3 clusters
  Score: Raw -17370248.357320 + Penalty 13563.960032 = -17356684.397288
  nChanged 4
		SP:Iteration 87Q (62989.890000 sec): 3 clusters
  Score: Raw -17370250.634080 + Penalty 13563.960032 = -17356686.674048
  nChanged 3
		SP:Iteration 88Q (62990.240000 sec): 3 clusters
  Score: Raw -17370252.220001 + Penalty 13563.960032 = -17356688.259969
  nChanged 1
		SP:Iteration 89Q (62990.590000 sec): 3 clusters
  Score: Raw -17370253.019702 + Penalty 13563.960032 = -17356689.059670
  nChanged 0
		SP:Iteration 90F (62991.050000 sec): 3 clusters
  Score: Raw -17370253.019702 + Penalty 13563.960032 = -17356689.059670
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (56780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62991.400000 sec): 2 clusters
  Score: Raw -15112267.091021 + Penalty 6705.000401 = -15105562.090620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62991.820000 sec): 3 clusters
  Score: Raw -15078973.108685 + Penalty 13410.000802 = -15065563.107883
  nChanged 25139
		SP:Iteration 1F (62992.230000 sec): 3 clusters
  Score: Raw -15092574.601582 + Penalty 13410.000802 = -15079164.600780
  nChanged 2862
		SP:Iteration 2F (62992.640000 sec): 3 clusters
  Score: Raw -15093467.194633 + Penalty 13410.000802 = -15080057.193831
  nChanged 2227
		SP:Iteration 3Q (62993.060000 sec): 3 clusters
  Score: Raw -15094087.526101 + Penalty 13410.000802 = -15080677.525299
  nChanged 1856
		SP:Iteration 4Q (62993.480000 sec): 3 clusters
  Score: Raw -15094593.324679 + Penalty 13410.000802 = -15081183.323878
  nChanged 1710
		SP:Iteration 5Q (62993.900000 sec): 3 clusters
  Score: Raw -15095055.459801 + Penalty 13410.000802 = -15081645.458999
  nChanged 1623
		SP:Iteration 6Q (62994.310000 sec): 3 clusters
  Score: Raw -15095512.254255 + Penalty 13410.000802 = -15082102.253453
  nChanged 1523
		SP:Iteration 7Q (62994.730000 sec): 3 clusters
  Score: Raw -15095961.700483 + Penalty 13410.000802 = -15082551.699681
  nChanged 1564
		SP:Iteration 8Q (62995.150000 sec): 3 clusters
  Score: Raw -15096470.267933 + Penalty 13410.000802 = -15083060.267131
  nChanged 1659
		SP:Iteration 9Q (62995.570000 sec): 3 clusters
  Score: Raw -15097108.020565 + Penalty 13410.000802 = -15083698.019763
  nChanged 1802
		SP:Iteration 10Q (62995.980000 sec): 3 clusters
  Score: Raw -15097854.477147 + Penalty 13410.000802 = -15084444.476345
  nChanged 2030
		SP:Iteration 11Q (62996.400000 sec): 3 clusters
  Score: Raw -15098854.000199 + Penalty 13410.000802 = -15085443.999398
  nChanged 2295
		SP:Iteration 12Q (62996.820000 sec): 3 clusters
  Score: Raw -15100181.368987 + Penalty 13410.000802 = -15086771.368185
  nChanged 2697
		SP:Iteration 13Q (62997.230000 sec): 3 clusters
  Score: Raw -15101927.413183 + Penalty 13410.000802 = -15088517.412381
  nChanged 2902
		SP:Iteration 14F (62997.640000 sec): 3 clusters
  Score: Raw -15104027.633028 + Penalty 13410.000802 = -15090617.632226
  nChanged 2955
		SP:Iteration 15F (62998.060000 sec): 3 clusters
  Score: Raw -15106268.242206 + Penalty 13410.000802 = -15092858.241404
  nChanged 2624
		SP:Iteration 16Q (62998.450000 sec): 3 clusters
  Score: Raw -15108282.860586 + Penalty 13410.000802 = -15094872.859784
  nChanged 2069
		SP:Iteration 17Q (62998.820000 sec): 3 clusters
  Score: Raw -15109885.503360 + Penalty 13410.000802 = -15096475.502558
  nChanged 1466
		SP:Iteration 18Q (62999.180000 sec): 3 clusters
  Score: Raw -15111020.708468 + Penalty 13410.000802 = -15097610.707666
  nChanged 923
		SP:Iteration 19Q (62999.530000 sec): 3 clusters
  Score: Raw -15111730.518578 + Penalty 13410.000802 = -15098320.517776
  nChanged 603
		SP:Iteration 20F (62999.940000 sec): 3 clusters
  Score: Raw -15112216.103932 + Penalty 13410.000802 = -15098806.103130
  nChanged 377
		SP:Iteration 21Q (63000.260000 sec): 3 clusters
  Score: Raw -15112520.658927 + Penalty 13410.000802 = -15099110.658125
  nChanged 247
		SP:Iteration 22Q (63000.580000 sec): 3 clusters
  Score: Raw -15112717.864853 + Penalty 13410.000802 = -15099307.864051
  nChanged 154
		SP:Iteration 23Q (63000.880000 sec): 3 clusters
  Score: Raw -15112839.227701 + Penalty 13410.000802 = -15099429.226899
  nChanged 99
		SP:Iteration 24Q (63001.180000 sec): 3 clusters
  Score: Raw -15112924.579153 + Penalty 13410.000802 = -15099514.578352
  nChanged 73
		SP:Iteration 25Q (63001.490000 sec): 3 clusters
  Score: Raw -15112986.712259 + Penalty 13410.000802 = -15099576.711458
  nChanged 47
		SP:Iteration 26Q (63001.800000 sec): 3 clusters
  Score: Raw -15113024.664006 + Penalty 13410.000802 = -15099614.663204
  nChanged 27
		SP:Iteration 27Q (63002.100000 sec): 3 clusters
  Score: Raw -15113043.604686 + Penalty 13410.000802 = -15099633.603884
  nChanged 22
		SP:Iteration 28Q (63002.410000 sec): 3 clusters
  Score: Raw -15113061.803221 + Penalty 13410.000802 = -15099651.802419
  nChanged 18
		SP:Iteration 29Q (63002.720000 sec): 3 clusters
  Score: Raw -15113074.671547 + Penalty 13410.000802 = -15099664.670745
  nChanged 18
		SP:Iteration 30Q (63003.020000 sec): 3 clusters
  Score: Raw -15113088.950116 + Penalty 13410.000802 = -15099678.949315
  nChanged 18
		SP:Iteration 31Q (63003.320000 sec): 3 clusters
  Score: Raw -15113105.656575 + Penalty 13410.000802 = -15099695.655774
  nChanged 20
		SP:Iteration 32Q (63003.620000 sec): 3 clusters
  Score: Raw -15113126.650136 + Penalty 13410.000802 = -15099716.649335
  nChanged 26
		SP:Iteration 33Q (63003.930000 sec): 3 clusters
  Score: Raw -15113148.288615 + Penalty 13410.000802 = -15099738.287814
  nChanged 13
		SP:Iteration 34Q (63004.230000 sec): 3 clusters
  Score: Raw -15113158.750752 + Penalty 13410.000802 = -15099748.749950
  nChanged 13
		SP:Iteration 35Q (63004.530000 sec): 3 clusters
  Score: Raw -15113172.001508 + Penalty 13410.000802 = -15099762.000706
  nChanged 10
		SP:Iteration 36Q (63004.840000 sec): 3 clusters
  Score: Raw -15113179.558827 + Penalty 13410.000802 = -15099769.558025
  nChanged 6
		SP:Iteration 37Q (63005.140000 sec): 3 clusters
  Score: Raw -15113184.683526 + Penalty 13410.000802 = -15099774.682725
  nChanged 3
		SP:Iteration 38Q (63005.440000 sec): 3 clusters
  Score: Raw -15113188.102084 + Penalty 13410.000802 = -15099778.101282
  nChanged 5
		SP:Iteration 39Q (63005.740000 sec): 3 clusters
  Score: Raw -15113192.543861 + Penalty 13410.000802 = -15099782.543060
  nChanged 3
		SP:Iteration 40F (63006.160000 sec): 3 clusters
  Score: Raw -15113195.504956 + Penalty 13410.000802 = -15099785.504155
  nChanged 3
		SP:Iteration 41Q (63006.470000 sec): 3 clusters
  Score: Raw -15113198.539667 + Penalty 13410.000802 = -15099788.538865
  nChanged 2
		SP:Iteration 42Q (63006.770000 sec): 3 clusters
  Score: Raw -15113200.095532 + Penalty 13410.000802 = -15099790.094730
  nChanged 0
		SP:Iteration 43F (63007.200000 sec): 3 clusters
  Score: Raw -15113200.095532 + Penalty 13410.000802 = -15099790.094730
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63007.240000 sec): 2 clusters
  Score: Raw -201486.801863 + Penalty 4122.748587 = -197364.053277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63007.250000 sec): 3 clusters
  Score: Raw -201876.188932 + Penalty 8245.497173 = -193630.691759
  nChanged 145
		SP:Iteration 1F (63007.250000 sec): 3 clusters
  Score: Raw -202316.897825 + Penalty 8245.497173 = -194071.400652
  nChanged 37
		SP:Iteration 2Q (63007.260000 sec): 3 clusters
  Score: Raw -202429.791474 + Penalty 8245.497173 = -194184.294301
  nChanged 18
		SP:Iteration 3Q (63007.260000 sec): 3 clusters
  Score: Raw -202489.419380 + Penalty 8245.497173 = -194243.922207
  nChanged 17
		SP:Iteration 4Q (63007.270000 sec): 3 clusters
  Score: Raw -202538.697392 + Penalty 8245.497173 = -194293.200219
  nChanged 11
		SP:Iteration 5Q (63007.280000 sec): 3 clusters
  Score: Raw -202568.854789 + Penalty 8245.497173 = -194323.357615
  nChanged 6
		SP:Iteration 6Q (63007.280000 sec): 3 clusters
  Score: Raw -202592.555956 + Penalty 8245.497173 = -194347.058783
  nChanged 2
		SP:Iteration 7Q (63007.290000 sec): 3 clusters
  Score: Raw -202598.763815 + Penalty 8245.497173 = -194353.266642
  nChanged 1
		SP:Iteration 8Q (63007.290000 sec): 3 clusters
  Score: Raw -202601.041368 + Penalty 8245.497173 = -194355.544195
  nChanged 2
		SP:Iteration 9Q (63007.300000 sec): 3 clusters
  Score: Raw -202610.348994 + Penalty 8245.497173 = -194364.851821
  nChanged 2
		SP:Iteration 10Q (63007.300000 sec): 3 clusters
  Score: Raw -202621.323871 + Penalty 8245.497173 = -194375.826698
  nChanged 2
		SP:Iteration 11Q (63007.310000 sec): 3 clusters
  Score: Raw -202631.522818 + Penalty 8245.497173 = -194386.025645
  nChanged 3
		SP:Iteration 12Q (63007.320000 sec): 3 clusters
  Score: Raw -202647.741406 + Penalty 8245.497173 = -194402.244233
  nChanged 3
		SP:Iteration 13Q (63007.320000 sec): 3 clusters
  Score: Raw -202657.017249 + Penalty 8245.497173 = -194411.520076
  nChanged 3
		SP:Iteration 14Q (63007.320000 sec): 3 clusters
  Score: Raw -202666.169978 + Penalty 8245.497173 = -194420.672805
  nChanged 3
		SP:Iteration 15Q (63007.330000 sec): 3 clusters
  Score: Raw -202676.345388 + Penalty 8245.497173 = -194430.848214
  nChanged 2
		SP:Iteration 16Q (63007.340000 sec): 3 clusters
  Score: Raw -202683.082997 + Penalty 8245.497173 = -194437.585824
  nChanged 0
		SP:Iteration 17F (63007.340000 sec): 3 clusters
  Score: Raw -202683.082997 + Penalty 8245.497173 = -194437.585824
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63007.360000 sec): 2 clusters
  Score: Raw -449609.744359 + Penalty 4573.064378 = -445036.679981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63007.370000 sec): 3 clusters
  Score: Raw -449340.770522 + Penalty 9146.128756 = -440194.641765
  nChanged 354
		SP:Iteration 1F (63007.380000 sec): 3 clusters
  Score: Raw -449843.379771 + Penalty 9146.128756 = -440697.251015
  nChanged 91
		SP:Iteration 2F (63007.400000 sec): 3 clusters
  Score: Raw -450019.229319 + Penalty 9146.128756 = -440873.100562
  nChanged 61
		SP:Iteration 3Q (63007.410000 sec): 3 clusters
  Score: Raw -450134.005611 + Penalty 9146.128756 = -440987.876855
  nChanged 38
		SP:Iteration 4Q (63007.420000 sec): 3 clusters
  Score: Raw -450212.110600 + Penalty 9146.128756 = -441065.981843
  nChanged 22
		SP:Iteration 5Q (63007.440000 sec): 3 clusters
  Score: Raw -450260.101901 + Penalty 9146.128756 = -441113.973144
  nChanged 15
		SP:Iteration 6Q (63007.450000 sec): 3 clusters
  Score: Raw -450306.645815 + Penalty 9146.128756 = -441160.517059
  nChanged 18
		SP:Iteration 7Q (63007.460000 sec): 3 clusters
  Score: Raw -450350.119639 + Penalty 9146.128756 = -441203.990882
  nChanged 16
		SP:Iteration 8Q (63007.480000 sec): 3 clusters
  Score: Raw -450388.145668 + Penalty 9146.128756 = -441242.016911
  nChanged 13
		SP:Iteration 9Q (63007.490000 sec): 3 clusters
  Score: Raw -450405.592336 + Penalty 9146.128756 = -441259.463579
  nChanged 7
		SP:Iteration 10Q (63007.500000 sec): 3 clusters
  Score: Raw -450413.968238 + Penalty 9146.128756 = -441267.839481
  nChanged 5
		SP:Iteration 11Q (63007.510000 sec): 3 clusters
  Score: Raw -450423.663375 + Penalty 9146.128756 = -441277.534618
  nChanged 5
		SP:Iteration 12Q (63007.520000 sec): 3 clusters
  Score: Raw -450430.471336 + Penalty 9146.128756 = -441284.342580
  nChanged 3
		SP:Iteration 13Q (63007.540000 sec): 3 clusters
  Score: Raw -450434.313102 + Penalty 9146.128756 = -441288.184346
  nChanged 3
		SP:Iteration 14Q (63007.550000 sec): 3 clusters
  Score: Raw -450440.078177 + Penalty 9146.128756 = -441293.949421
  nChanged 1
		SP:Iteration 15Q (63007.560000 sec): 3 clusters
  Score: Raw -450440.835270 + Penalty 9146.128756 = -441294.706513
  nChanged 1
		SP:Iteration 16Q (63007.580000 sec): 3 clusters
  Score: Raw -450443.550637 + Penalty 9146.128756 = -441297.421881
  nChanged 2
		SP:Iteration 17Q (63007.590000 sec): 3 clusters
  Score: Raw -450446.183475 + Penalty 9146.128756 = -441300.054719
  nChanged 2
		SP:Iteration 18Q (63007.600000 sec): 3 clusters
  Score: Raw -450448.707128 + Penalty 9146.128756 = -441302.578371
  nChanged 3
		SP:Iteration 19Q (63007.610000 sec): 3 clusters
  Score: Raw -450454.145758 + Penalty 9146.128756 = -441308.017002
  nChanged 0
		SP:Iteration 20F (63007.630000 sec): 3 clusters
  Score: Raw -450454.145758 + Penalty 9146.128756 = -441308.017002
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63007.640000 sec): 2 clusters
  Score: Raw -133967.604262 + Penalty 3838.660336 = -130128.943926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63007.640000 sec): 3 clusters
  Score: Raw -134463.381945 + Penalty 7677.320672 = -126786.061273
  nChanged 41
		SP:Iteration 1F (63007.640000 sec): 3 clusters
  Score: Raw -134674.019154 + Penalty 7677.320672 = -126996.698482
  nChanged 10
		SP:Iteration 2Q (63007.650000 sec): 3 clusters
  Score: Raw -134732.314053 + Penalty 7677.320672 = -127054.993381
  nChanged 8
		SP:Iteration 3Q (63007.650000 sec): 3 clusters
  Score: Raw -134778.169726 + Penalty 7677.320672 = -127100.849054
  nChanged 2
		SP:Iteration 4Q (63007.660000 sec): 3 clusters
  Score: Raw -134798.209113 + Penalty 7677.320672 = -127120.888441
  nChanged 3
		SP:Iteration 5Q (63007.660000 sec): 3 clusters
  Score: Raw -134825.174159 + Penalty 7677.320672 = -127147.853487
  nChanged 3
		SP:Iteration 6Q (63007.660000 sec): 3 clusters
  Score: Raw -134846.851692 + Penalty 7677.320672 = -127169.531020
  nChanged 2
		SP:Iteration 7Q (63007.670000 sec): 3 clusters
  Score: Raw -134858.759808 + Penalty 7677.320672 = -127181.439137
  nChanged 2
		SP:Iteration 8Q (63007.670000 sec): 3 clusters
  Score: Raw -134872.864050 + Penalty 7677.320672 = -127195.543378
  nChanged 1
		SP:Iteration 9Q (63007.680000 sec): 3 clusters
  Score: Raw -134881.710878 + Penalty 7677.320672 = -127204.390206
  nChanged 1
		SP:Iteration 10Q (63007.680000 sec): 3 clusters
  Score: Raw -134888.515908 + Penalty 7677.320672 = -127211.195236
  nChanged 1
		SP:Iteration 11Q (63007.680000 sec): 3 clusters
  Score: Raw -134890.815496 + Penalty 7677.320672 = -127213.494824
  nChanged 0
		SP:Iteration 12F (63007.690000 sec): 3 clusters
  Score: Raw -134890.815496 + Penalty 7677.320672 = -127213.494824
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63007.820000 sec): 2 clusters
  Score: Raw -4678706.126517 + Penalty 5993.786125 = -4672712.340393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63007.950000 sec): 3 clusters
  Score: Raw -4669603.828140 + Penalty 11987.572249 = -4657616.255891
  nChanged 7124
		SP:Iteration 1F (63008.080000 sec): 3 clusters
  Score: Raw -4673464.575695 + Penalty 11987.572249 = -4661477.003446
  nChanged 1292
		SP:Iteration 2F (63008.220000 sec): 3 clusters
  Score: Raw -4674149.071710 + Penalty 11987.572249 = -4662161.499461
  nChanged 951
		SP:Iteration 3F (63008.350000 sec): 3 clusters
  Score: Raw -4674648.546961 + Penalty 11987.572249 = -4662660.974712
  nChanged 787
		SP:Iteration 4Q (63008.480000 sec): 3 clusters
  Score: Raw -4675057.046529 + Penalty 11987.572249 = -4663069.474280
  nChanged 674
		SP:Iteration 5Q (63008.620000 sec): 3 clusters
  Score: Raw -4675418.720899 + Penalty 11987.572249 = -4663431.148650
  nChanged 648
		SP:Iteration 6Q (63008.750000 sec): 3 clusters
  Score: Raw -4675772.226774 + Penalty 11987.572249 = -4663784.654525
  nChanged 619
		SP:Iteration 7Q (63008.880000 sec): 3 clusters
  Score: Raw -4676147.166626 + Penalty 11987.572249 = -4664159.594377
  nChanged 625
		SP:Iteration 8Q (63009.010000 sec): 3 clusters
  Score: Raw -4676519.967818 + Penalty 11987.572249 = -4664532.395569
  nChanged 647
		SP:Iteration 9Q (63009.140000 sec): 3 clusters
  Score: Raw -4676911.910105 + Penalty 11987.572249 = -4664924.337856
  nChanged 650
		SP:Iteration 10Q (63009.260000 sec): 3 clusters
  Score: Raw -4677286.225329 + Penalty 11987.572249 = -4665298.653080
  nChanged 621
		SP:Iteration 11Q (63009.390000 sec): 3 clusters
  Score: Raw -4677656.628225 + Penalty 11987.572249 = -4665669.055976
  nChanged 579
		SP:Iteration 12Q (63009.520000 sec): 3 clusters
  Score: Raw -4678001.894643 + Penalty 11987.572249 = -4666014.322394
  nChanged 586
		SP:Iteration 13Q (63009.640000 sec): 3 clusters
  Score: Raw -4678354.769471 + Penalty 11987.572249 = -4666367.197222
  nChanged 596
		SP:Iteration 14Q (63009.770000 sec): 3 clusters
  Score: Raw -4678697.582424 + Penalty 11987.572249 = -4666710.010175
  nChanged 525
		SP:Iteration 15Q (63009.900000 sec): 3 clusters
  Score: Raw -4678979.940427 + Penalty 11987.572249 = -4666992.368178
  nChanged 453
		SP:Iteration 16Q (63010.020000 sec): 3 clusters
  Score: Raw -4679226.087683 + Penalty 11987.572249 = -4667238.515434
  nChanged 406
		SP:Iteration 17Q (63010.150000 sec): 3 clusters
  Score: Raw -4679455.424108 + Penalty 11987.572249 = -4667467.851859
  nChanged 399
		SP:Iteration 18Q (63010.280000 sec): 3 clusters
  Score: Raw -4679685.883599 + Penalty 11987.572249 = -4667698.311350
  nChanged 368
		SP:Iteration 19Q (63010.400000 sec): 3 clusters
  Score: Raw -4679897.028626 + Penalty 11987.572249 = -4667909.456377
  nChanged 341
		SP:Iteration 20F (63010.530000 sec): 3 clusters
  Score: Raw -4680092.459613 + Penalty 11987.572249 = -4668104.887364
  nChanged 274
		SP:Iteration 21Q (63010.660000 sec): 3 clusters
  Score: Raw -4680249.545758 + Penalty 11987.572249 = -4668261.973509
  nChanged 243
		SP:Iteration 22Q (63010.780000 sec): 3 clusters
  Score: Raw -4680376.984037 + Penalty 11987.572249 = -4668389.411788
  nChanged 208
		SP:Iteration 23Q (63010.900000 sec): 3 clusters
  Score: Raw -4680477.753927 + Penalty 11987.572249 = -4668490.181678
  nChanged 166
		SP:Iteration 24Q (63011.020000 sec): 3 clusters
  Score: Raw -4680554.137269 + Penalty 11987.572249 = -4668566.565020
  nChanged 155
		SP:Iteration 25Q (63011.140000 sec): 3 clusters
  Score: Raw -4680611.838810 + Penalty 11987.572249 = -4668624.266561
  nChanged 110
		SP:Iteration 26Q (63011.260000 sec): 3 clusters
  Score: Raw -4680651.268990 + Penalty 11987.572249 = -4668663.696741
  nChanged 86
		SP:Iteration 27Q (63011.390000 sec): 3 clusters
  Score: Raw -4680681.355136 + Penalty 11987.572249 = -4668693.782887
  nChanged 74
		SP:Iteration 28Q (63011.510000 sec): 3 clusters
  Score: Raw -4680703.061957 + Penalty 11987.572249 = -4668715.489708
  nChanged 68
		SP:Iteration 29Q (63011.630000 sec): 3 clusters
  Score: Raw -4680723.919008 + Penalty 11987.572249 = -4668736.346759
  nChanged 60
		SP:Iteration 30Q (63011.760000 sec): 3 clusters
  Score: Raw -4680743.247838 + Penalty 11987.572249 = -4668755.675589
  nChanged 48
		SP:Iteration 31Q (63011.880000 sec): 3 clusters
  Score: Raw -4680755.790051 + Penalty 11987.572249 = -4668768.217802
  nChanged 37
		SP:Iteration 32Q (63012.000000 sec): 3 clusters
  Score: Raw -4680766.155169 + Penalty 11987.572249 = -4668778.582920
  nChanged 39
		SP:Iteration 33Q (63012.120000 sec): 3 clusters
  Score: Raw -4680777.800628 + Penalty 11987.572249 = -4668790.228379
  nChanged 29
		SP:Iteration 34Q (63012.240000 sec): 3 clusters
  Score: Raw -4680784.974642 + Penalty 11987.572249 = -4668797.402393
  nChanged 20
		SP:Iteration 35Q (63012.360000 sec): 3 clusters
  Score: Raw -4680790.047798 + Penalty 11987.572249 = -4668802.475549
  nChanged 16
		SP:Iteration 36Q (63012.480000 sec): 3 clusters
  Score: Raw -4680793.536861 + Penalty 11987.572249 = -4668805.964612
  nChanged 15
		SP:Iteration 37Q (63012.600000 sec): 3 clusters
  Score: Raw -4680797.882762 + Penalty 11987.572249 = -4668810.310513
  nChanged 15
		SP:Iteration 38Q (63012.720000 sec): 3 clusters
  Score: Raw -4680801.850896 + Penalty 11987.572249 = -4668814.278647
  nChanged 10
		SP:Iteration 39Q (63012.840000 sec): 3 clusters
  Score: Raw -4680804.176439 + Penalty 11987.572249 = -4668816.604190
  nChanged 13
		SP:Iteration 40F (63012.980000 sec): 3 clusters
  Score: Raw -4680806.474394 + Penalty 11987.572249 = -4668818.902145
  nChanged 5
		SP:Iteration 41Q (63013.100000 sec): 3 clusters
  Score: Raw -4680807.735306 + Penalty 11987.572249 = -4668820.163057
  nChanged 11
		SP:Iteration 42Q (63013.220000 sec): 3 clusters
  Score: Raw -4680809.715787 + Penalty 11987.572249 = -4668822.143538
  nChanged 9
		SP:Iteration 43Q (63013.340000 sec): 3 clusters
  Score: Raw -4680811.394090 + Penalty 11987.572249 = -4668823.821841
  nChanged 7
		SP:Iteration 44Q (63013.460000 sec): 3 clusters
  Score: Raw -4680812.988978 + Penalty 11987.572249 = -4668825.416729
  nChanged 6
		SP:Iteration 45Q (63013.590000 sec): 3 clusters
  Score: Raw -4680814.225003 + Penalty 11987.572249 = -4668826.652754
  nChanged 3
		SP:Iteration 46Q (63013.710000 sec): 3 clusters
  Score: Raw -4680814.915568 + Penalty 11987.572249 = -4668827.343319
  nChanged 7
		SP:Iteration 47Q (63013.830000 sec): 3 clusters
  Score: Raw -4680817.117323 + Penalty 11987.572249 = -4668829.545074
  nChanged 11
		SP:Iteration 48Q (63013.950000 sec): 3 clusters
  Score: Raw -4680820.372898 + Penalty 11987.572249 = -4668832.800649
  nChanged 10
		SP:Iteration 49Q (63014.060000 sec): 3 clusters
  Score: Raw -4680822.908127 + Penalty 11987.572249 = -4668835.335878
  nChanged 7
		SP:Iteration 50Q (63014.180000 sec): 3 clusters
  Score: Raw -4680824.386624 + Penalty 11987.572249 = -4668836.814375
  nChanged 6
		SP:Iteration 51Q (63014.300000 sec): 3 clusters
  Score: Raw -4680825.472832 + Penalty 11987.572249 = -4668837.900583
  nChanged 2
		SP:Iteration 52Q (63014.420000 sec): 3 clusters
  Score: Raw -4680825.684105 + Penalty 11987.572249 = -4668838.111856
  nChanged 0
		SP:Iteration 53F (63014.560000 sec): 3 clusters
  Score: Raw -4680825.684105 + Penalty 11987.572249 = -4668838.111856
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63014.590000 sec): 2 clusters
  Score: Raw -980204.397133 + Penalty 5075.185699 = -975129.211433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63014.620000 sec): 3 clusters
  Score: Raw -978951.575771 + Penalty 10150.371399 = -968801.204372
  nChanged 1167
		SP:Iteration 1F (63014.650000 sec): 3 clusters
  Score: Raw -980010.363975 + Penalty 10150.371399 = -969859.992576
  nChanged 333
		SP:Iteration 2F (63014.680000 sec): 3 clusters
  Score: Raw -980406.150539 + Penalty 10150.371399 = -970255.779141
  nChanged 221
		SP:Iteration 3F (63014.710000 sec): 3 clusters
  Score: Raw -980673.192163 + Penalty 10150.371399 = -970522.820764
  nChanged 144
		SP:Iteration 4Q (63014.730000 sec): 3 clusters
  Score: Raw -980829.661700 + Penalty 10150.371399 = -970679.290301
  nChanged 111
		SP:Iteration 5Q (63014.760000 sec): 3 clusters
  Score: Raw -980958.483227 + Penalty 10150.371399 = -970808.111828
  nChanged 93
		SP:Iteration 6Q (63014.790000 sec): 3 clusters
  Score: Raw -981067.903733 + Penalty 10150.371399 = -970917.532335
  nChanged 91
		SP:Iteration 7Q (63014.820000 sec): 3 clusters
  Score: Raw -981162.551362 + Penalty 10150.371399 = -971012.179964
  nChanged 82
		SP:Iteration 8Q (63014.840000 sec): 3 clusters
  Score: Raw -981245.280878 + Penalty 10150.371399 = -971094.909479
  nChanged 71
		SP:Iteration 9Q (63014.870000 sec): 3 clusters
  Score: Raw -981311.249518 + Penalty 10150.371399 = -971160.878119
  nChanged 49
		SP:Iteration 10Q (63014.900000 sec): 3 clusters
  Score: Raw -981356.570457 + Penalty 10150.371399 = -971206.199058
  nChanged 38
		SP:Iteration 11Q (63014.920000 sec): 3 clusters
  Score: Raw -981390.658176 + Penalty 10150.371399 = -971240.286777
  nChanged 43
		SP:Iteration 12Q (63014.950000 sec): 3 clusters
  Score: Raw -981430.386485 + Penalty 10150.371399 = -971280.015086
  nChanged 40
		SP:Iteration 13Q (63014.980000 sec): 3 clusters
  Score: Raw -981477.690463 + Penalty 10150.371399 = -971327.319064
  nChanged 48
		SP:Iteration 14Q (63015.000000 sec): 3 clusters
  Score: Raw -981526.108730 + Penalty 10150.371399 = -971375.737332
  nChanged 45
		SP:Iteration 15Q (63015.020000 sec): 3 clusters
  Score: Raw -981573.746633 + Penalty 10150.371399 = -971423.375234
  nChanged 33
		SP:Iteration 16Q (63015.050000 sec): 3 clusters
  Score: Raw -981609.241729 + Penalty 10150.371399 = -971458.870330
  nChanged 39
		SP:Iteration 17Q (63015.080000 sec): 3 clusters
  Score: Raw -981651.691655 + Penalty 10150.371399 = -971501.320256
  nChanged 28
		SP:Iteration 18Q (63015.100000 sec): 3 clusters
  Score: Raw -981682.494312 + Penalty 10150.371399 = -971532.122913
  nChanged 23
		SP:Iteration 19Q (63015.130000 sec): 3 clusters
  Score: Raw -981703.244841 + Penalty 10150.371399 = -971552.873442
  nChanged 22
		SP:Iteration 20F (63015.160000 sec): 3 clusters
  Score: Raw -981727.558510 + Penalty 10150.371399 = -971577.187111
  nChanged 23
		SP:Iteration 21Q (63015.180000 sec): 3 clusters
  Score: Raw -981747.652858 + Penalty 10150.371399 = -971597.281459
  nChanged 25
		SP:Iteration 22Q (63015.210000 sec): 3 clusters
  Score: Raw -981773.395397 + Penalty 10150.371399 = -971623.023998
  nChanged 16
		SP:Iteration 23Q (63015.240000 sec): 3 clusters
  Score: Raw -981799.798932 + Penalty 10150.371399 = -971649.427533
  nChanged 15
		SP:Iteration 24Q (63015.270000 sec): 3 clusters
  Score: Raw -981814.735681 + Penalty 10150.371399 = -971664.364282
  nChanged 20
		SP:Iteration 25Q (63015.300000 sec): 3 clusters
  Score: Raw -981833.909583 + Penalty 10150.371399 = -971683.538184
  nChanged 17
		SP:Iteration 26Q (63015.320000 sec): 3 clusters
  Score: Raw -981846.731191 + Penalty 10150.371399 = -971696.359792
  nChanged 16
		SP:Iteration 27Q (63015.350000 sec): 3 clusters
  Score: Raw -981860.323846 + Penalty 10150.371399 = -971709.952448
  nChanged 16
		SP:Iteration 28Q (63015.380000 sec): 3 clusters
  Score: Raw -981872.722094 + Penalty 10150.371399 = -971722.350696
  nChanged 11
		SP:Iteration 29Q (63015.400000 sec): 3 clusters
  Score: Raw -981880.169061 + Penalty 10150.371399 = -971729.797662
  nChanged 10
		SP:Iteration 30Q (63015.430000 sec): 3 clusters
  Score: Raw -981888.783931 + Penalty 10150.371399 = -971738.412532
  nChanged 7
		SP:Iteration 31Q (63015.460000 sec): 3 clusters
  Score: Raw -981895.427671 + Penalty 10150.371399 = -971745.056272
  nChanged 9
		SP:Iteration 32Q (63015.480000 sec): 3 clusters
  Score: Raw -981901.658547 + Penalty 10150.371399 = -971751.287148
  nChanged 2
		SP:Iteration 33Q (63015.510000 sec): 3 clusters
  Score: Raw -981903.994508 + Penalty 10150.371399 = -971753.623109
  nChanged 3
		SP:Iteration 34Q (63015.540000 sec): 3 clusters
  Score: Raw -981906.418293 + Penalty 10150.371399 = -971756.046894
  nChanged 1
		SP:Iteration 35Q (63015.560000 sec): 3 clusters
  Score: Raw -981906.967735 + Penalty 10150.371399 = -971756.596337
  nChanged 1
		SP:Iteration 36Q (63015.590000 sec): 3 clusters
  Score: Raw -981907.851364 + Penalty 10150.371399 = -971757.479966
  nChanged 2
		SP:Iteration 37Q (63015.620000 sec): 3 clusters
  Score: Raw -981909.409119 + Penalty 10150.371399 = -971759.037720
  nChanged 2
		SP:Iteration 38Q (63015.640000 sec): 3 clusters
  Score: Raw -981913.234583 + Penalty 10150.371399 = -971762.863184
  nChanged 3
		SP:Iteration 39Q (63015.670000 sec): 3 clusters
  Score: Raw -981915.839840 + Penalty 10150.371399 = -971765.468441
  nChanged 4
		SP:Iteration 40F (63015.700000 sec): 3 clusters
  Score: Raw -981917.948822 + Penalty 10150.371399 = -971767.577423
  nChanged 2
		SP:Iteration 41Q (63015.730000 sec): 3 clusters
  Score: Raw -981919.914309 + Penalty 10150.371399 = -971769.542911
  nChanged 3
		SP:Iteration 42Q (63015.750000 sec): 3 clusters
  Score: Raw -981922.259515 + Penalty 10150.371399 = -971771.888116
  nChanged 2
		SP:Iteration 43Q (63015.780000 sec): 3 clusters
  Score: Raw -981923.337093 + Penalty 10150.371399 = -971772.965694
  nChanged 0
		SP:Iteration 44F (63015.810000 sec): 3 clusters
  Score: Raw -981923.337093 + Penalty 10150.371399 = -971772.965694
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63015.820000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63015.840000 sec): 3 clusters
  Score: Raw -382017.927263 + Penalty 8912.086091 = -373105.841172
  nChanged 258
		SP:Iteration 1F (63015.850000 sec): 3 clusters
  Score: Raw -382472.372526 + Penalty 8912.086091 = -373560.286434
  nChanged 75
		SP:Iteration 2F (63015.860000 sec): 3 clusters
  Score: Raw -382653.991339 + Penalty 8912.086091 = -373741.905248
  nChanged 42
		SP:Iteration 3Q (63015.870000 sec): 3 clusters
  Score: Raw -382752.289056 + Penalty 8912.086091 = -373840.202965
  nChanged 23
		SP:Iteration 4Q (63015.880000 sec): 3 clusters
  Score: Raw -382807.689875 + Penalty 8912.086091 = -373895.603784
  nChanged 8
		SP:Iteration 5Q (63015.890000 sec): 3 clusters
  Score: Raw -382824.983661 + Penalty 8912.086091 = -373912.897570
  nChanged 4
		SP:Iteration 6Q (63015.900000 sec): 3 clusters
  Score: Raw -382832.875352 + Penalty 8912.086091 = -373920.789261
  nChanged 4
		SP:Iteration 7Q (63015.910000 sec): 3 clusters
  Score: Raw -382841.052187 + Penalty 8912.086091 = -373928.966096
  nChanged 5
		SP:Iteration 8Q (63015.920000 sec): 3 clusters
  Score: Raw -382850.552279 + Penalty 8912.086091 = -373938.466187
  nChanged 4
		SP:Iteration 9Q (63015.930000 sec): 3 clusters
  Score: Raw -382855.668556 + Penalty 8912.086091 = -373943.582465
  nChanged 1
		SP:Iteration 10Q (63015.940000 sec): 3 clusters
  Score: Raw -382857.579963 + Penalty 8912.086091 = -373945.493872
  nChanged 0
		SP:Iteration 11F (63015.950000 sec): 3 clusters
  Score: Raw -382857.579963 + Penalty 8912.086091 = -373945.493872
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63015.960000 sec): 2 clusters
  Score: Raw -332912.415532 + Penalty 4386.968467 = -328525.447065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63015.980000 sec): 3 clusters
  Score: Raw -332886.752517 + Penalty 8773.936934 = -324112.815583
  nChanged 237
		SP:Iteration 1F (63015.980000 sec): 3 clusters
  Score: Raw -333317.886557 + Penalty 8773.936934 = -324543.949623
  nChanged 58
		SP:Iteration 2Q (63016.000000 sec): 3 clusters
  Score: Raw -333418.261011 + Penalty 8773.936934 = -324644.324077
  nChanged 18
		SP:Iteration 3Q (63016.000000 sec): 3 clusters
  Score: Raw -333450.500656 + Penalty 8773.936934 = -324676.563722
  nChanged 6
		SP:Iteration 4Q (63016.010000 sec): 3 clusters
  Score: Raw -333472.558460 + Penalty 8773.936934 = -324698.621526
  nChanged 13
		SP:Iteration 5Q (63016.020000 sec): 3 clusters
  Score: Raw -333498.698590 + Penalty 8773.936934 = -324724.761655
  nChanged 7
		SP:Iteration 6Q (63016.030000 sec): 3 clusters
  Score: Raw -333514.946460 + Penalty 8773.936934 = -324741.009526
  nChanged 7
		SP:Iteration 7Q (63016.040000 sec): 3 clusters
  Score: Raw -333532.498120 + Penalty 8773.936934 = -324758.561186
  nChanged 5
		SP:Iteration 8Q (63016.050000 sec): 3 clusters
  Score: Raw -333542.897137 + Penalty 8773.936934 = -324768.960203
  nChanged 4
		SP:Iteration 9Q (63016.060000 sec): 3 clusters
  Score: Raw -333548.838172 + Penalty 8773.936934 = -324774.901238
  nChanged 4
		SP:Iteration 10Q (63016.070000 sec): 3 clusters
  Score: Raw -333556.635949 + Penalty 8773.936934 = -324782.699014
  nChanged 3
		SP:Iteration 11Q (63016.080000 sec): 3 clusters
  Score: Raw -333561.632504 + Penalty 8773.936934 = -324787.695570
  nChanged 2
		SP:Iteration 12Q (63016.080000 sec): 3 clusters
  Score: Raw -333566.838354 + Penalty 8773.936934 = -324792.901420
  nChanged 2
		SP:Iteration 13Q (63016.100000 sec): 3 clusters
  Score: Raw -333570.593094 + Penalty 8773.936934 = -324796.656159
  nChanged 2
		SP:Iteration 14Q (63016.100000 sec): 3 clusters
  Score: Raw -333576.664303 + Penalty 8773.936934 = -324802.727369
  nChanged 3
		SP:Iteration 15Q (63016.110000 sec): 3 clusters
  Score: Raw -333582.612897 + Penalty 8773.936934 = -324808.675963
  nChanged 0
		SP:Iteration 16F (63016.120000 sec): 3 clusters
  Score: Raw -333582.612897 + Penalty 8773.936934 = -324808.675963
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63016.220000 sec): 2 clusters
  Score: Raw -3501082.424212 + Penalty 5823.239015 = -3495259.185197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63016.310000 sec): 3 clusters
  Score: Raw -3494554.051014 + Penalty 11646.478030 = -3482907.572984
  nChanged 5175
		SP:Iteration 1F (63016.410000 sec): 3 clusters
  Score: Raw -3497456.039367 + Penalty 11646.478030 = -3485809.561338
  nChanged 1003
		SP:Iteration 2F (63016.510000 sec): 3 clusters
  Score: Raw -3498082.911003 + Penalty 11646.478030 = -3486436.432973
  nChanged 715
		SP:Iteration 3F (63016.600000 sec): 3 clusters
  Score: Raw -3498497.254533 + Penalty 11646.478030 = -3486850.776504
  nChanged 569
		SP:Iteration 4Q (63016.700000 sec): 3 clusters
  Score: Raw -3498859.892780 + Penalty 11646.478030 = -3487213.414750
  nChanged 524
		SP:Iteration 5Q (63016.790000 sec): 3 clusters
  Score: Raw -3499202.744145 + Penalty 11646.478030 = -3487556.266115
  nChanged 511
		SP:Iteration 6Q (63016.890000 sec): 3 clusters
  Score: Raw -3499529.028212 + Penalty 11646.478030 = -3487882.550182
  nChanged 504
		SP:Iteration 7Q (63016.990000 sec): 3 clusters
  Score: Raw -3499851.781302 + Penalty 11646.478030 = -3488205.303272
  nChanged 463
		SP:Iteration 8Q (63017.080000 sec): 3 clusters
  Score: Raw -3500155.447586 + Penalty 11646.478030 = -3488508.969556
  nChanged 457
		SP:Iteration 9Q (63017.180000 sec): 3 clusters
  Score: Raw -3500471.751298 + Penalty 11646.478030 = -3488825.273269
  nChanged 461
		SP:Iteration 10Q (63017.280000 sec): 3 clusters
  Score: Raw -3500818.190467 + Penalty 11646.478030 = -3489171.712437
  nChanged 493
		SP:Iteration 11Q (63017.380000 sec): 3 clusters
  Score: Raw -3501180.946662 + Penalty 11646.478030 = -3489534.468632
  nChanged 487
		SP:Iteration 12Q (63017.480000 sec): 3 clusters
  Score: Raw -3501568.201828 + Penalty 11646.478030 = -3489921.723799
  nChanged 504
		SP:Iteration 13Q (63017.580000 sec): 3 clusters
  Score: Raw -3502016.813835 + Penalty 11646.478030 = -3490370.335805
  nChanged 502
		SP:Iteration 14Q (63017.670000 sec): 3 clusters
  Score: Raw -3502513.670650 + Penalty 11646.478030 = -3490867.192621
  nChanged 478
		SP:Iteration 15Q (63017.770000 sec): 3 clusters
  Score: Raw -3502965.061458 + Penalty 11646.478030 = -3491318.583429
  nChanged 377
		SP:Iteration 16Q (63017.860000 sec): 3 clusters
  Score: Raw -3503279.163297 + Penalty 11646.478030 = -3491632.685268
  nChanged 262
		SP:Iteration 17Q (63017.960000 sec): 3 clusters
  Score: Raw -3503456.651431 + Penalty 11646.478030 = -3491810.173401
  nChanged 174
		SP:Iteration 18Q (63018.050000 sec): 3 clusters
  Score: Raw -3503550.748626 + Penalty 11646.478030 = -3491904.270597
  nChanged 124
		SP:Iteration 19Q (63018.140000 sec): 3 clusters
  Score: Raw -3503602.549697 + Penalty 11646.478030 = -3491956.071667
  nChanged 67
		SP:Iteration 20F (63018.240000 sec): 3 clusters
  Score: Raw -3503627.876287 + Penalty 11646.478030 = -3491981.398257
  nChanged 43
		SP:Iteration 21Q (63018.320000 sec): 3 clusters
  Score: Raw -3503641.471067 + Penalty 11646.478030 = -3491994.993038
  nChanged 28
		SP:Iteration 22Q (63018.410000 sec): 3 clusters
  Score: Raw -3503650.275136 + Penalty 11646.478030 = -3492003.797106
  nChanged 16
		SP:Iteration 23Q (63018.500000 sec): 3 clusters
  Score: Raw -3503653.858027 + Penalty 11646.478030 = -3492007.379997
  nChanged 11
		SP:Iteration 24Q (63018.590000 sec): 3 clusters
  Score: Raw -3503656.699093 + Penalty 11646.478030 = -3492010.221063
  nChanged 12
		SP:Iteration 25Q (63018.680000 sec): 3 clusters
  Score: Raw -3503660.055902 + Penalty 11646.478030 = -3492013.577873
  nChanged 6
		SP:Iteration 26Q (63018.760000 sec): 3 clusters
  Score: Raw -3503661.251479 + Penalty 11646.478030 = -3492014.773449
  nChanged 1
		SP:Iteration 27Q (63018.850000 sec): 3 clusters
  Score: Raw -3503661.442229 + Penalty 11646.478030 = -3492014.964200
  nChanged 1
		SP:Iteration 28Q (63018.940000 sec): 3 clusters
  Score: Raw -3503661.609073 + Penalty 11646.478030 = -3492015.131043
  nChanged 0
		SP:Iteration 29F (63019.040000 sec): 3 clusters
  Score: Raw -3503661.609073 + Penalty 11646.478030 = -3492015.131043
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (16568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63019.150000 sec): 2 clusters
  Score: Raw -4416464.657597 + Penalty 5950.577397 = -4410514.080200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63019.280000 sec): 3 clusters
  Score: Raw -4408032.373092 + Penalty 11901.154794 = -4396131.218299
  nChanged 6551
		SP:Iteration 1F (63019.400000 sec): 3 clusters
  Score: Raw -4411605.621027 + Penalty 11901.154794 = -4399704.466233
  nChanged 1192
		SP:Iteration 2F (63019.530000 sec): 3 clusters
  Score: Raw -4412262.915928 + Penalty 11901.154794 = -4400361.761134
  nChanged 867
		SP:Iteration 3F (63019.650000 sec): 3 clusters
  Score: Raw -4412712.778057 + Penalty 11901.154794 = -4400811.623264
  nChanged 703
		SP:Iteration 4Q (63019.790000 sec): 3 clusters
  Score: Raw -4413050.328207 + Penalty 11901.154794 = -4401149.173414
  nChanged 607
		SP:Iteration 5Q (63019.910000 sec): 3 clusters
  Score: Raw -4413388.761027 + Penalty 11901.154794 = -4401487.606233
  nChanged 618
		SP:Iteration 6Q (63020.040000 sec): 3 clusters
  Score: Raw -4413733.529659 + Penalty 11901.154794 = -4401832.374865
  nChanged 605
		SP:Iteration 7Q (63020.160000 sec): 3 clusters
  Score: Raw -4414064.416468 + Penalty 11901.154794 = -4402163.261674
  nChanged 577
		SP:Iteration 8Q (63020.290000 sec): 3 clusters
  Score: Raw -4414395.743892 + Penalty 11901.154794 = -4402494.589099
  nChanged 605
		SP:Iteration 9Q (63020.420000 sec): 3 clusters
  Score: Raw -4414729.946317 + Penalty 11901.154794 = -4402828.791523
  nChanged 572
		SP:Iteration 10Q (63020.540000 sec): 3 clusters
  Score: Raw -4415062.088720 + Penalty 11901.154794 = -4403160.933926
  nChanged 562
		SP:Iteration 11Q (63020.660000 sec): 3 clusters
  Score: Raw -4415398.647697 + Penalty 11901.154794 = -4403497.492904
  nChanged 515
		SP:Iteration 12Q (63020.790000 sec): 3 clusters
  Score: Raw -4415724.413444 + Penalty 11901.154794 = -4403823.258650
  nChanged 535
		SP:Iteration 13Q (63020.920000 sec): 3 clusters
  Score: Raw -4416070.645722 + Penalty 11901.154794 = -4404169.490929
  nChanged 463
		SP:Iteration 14Q (63021.040000 sec): 3 clusters
  Score: Raw -4416378.333625 + Penalty 11901.154794 = -4404477.178832
  nChanged 434
		SP:Iteration 15Q (63021.160000 sec): 3 clusters
  Score: Raw -4416677.660727 + Penalty 11901.154794 = -4404776.505934
  nChanged 367
		SP:Iteration 16Q (63021.280000 sec): 3 clusters
  Score: Raw -4416948.358231 + Penalty 11901.154794 = -4405047.203437
  nChanged 328
		SP:Iteration 17Q (63021.400000 sec): 3 clusters
  Score: Raw -4417214.421692 + Penalty 11901.154794 = -4405313.266898
  nChanged 303
		SP:Iteration 18Q (63021.520000 sec): 3 clusters
  Score: Raw -4417430.971868 + Penalty 11901.154794 = -4405529.817074
  nChanged 221
		SP:Iteration 19Q (63021.640000 sec): 3 clusters
  Score: Raw -4417588.994877 + Penalty 11901.154794 = -4405687.840083
  nChanged 189
		SP:Iteration 20F (63021.760000 sec): 3 clusters
  Score: Raw -4417727.987288 + Penalty 11901.154794 = -4405826.832495
  nChanged 174
		SP:Iteration 21Q (63021.880000 sec): 3 clusters
  Score: Raw -4417845.693835 + Penalty 11901.154794 = -4405944.539041
  nChanged 145
		SP:Iteration 22Q (63021.990000 sec): 3 clusters
  Score: Raw -4417944.765715 + Penalty 11901.154794 = -4406043.610921
  nChanged 115
		SP:Iteration 23Q (63022.100000 sec): 3 clusters
  Score: Raw -4418014.743557 + Penalty 11901.154794 = -4406113.588763
  nChanged 97
		SP:Iteration 24Q (63022.200000 sec): 3 clusters
  Score: Raw -4418087.213855 + Penalty 11901.154794 = -4406186.059061
  nChanged 97
		SP:Iteration 25Q (63022.310000 sec): 3 clusters
  Score: Raw -4418159.705678 + Penalty 11901.154794 = -4406258.550884
  nChanged 97
		SP:Iteration 26Q (63022.410000 sec): 3 clusters
  Score: Raw -4418220.747793 + Penalty 11901.154794 = -4406319.592999
  nChanged 69
		SP:Iteration 27Q (63022.520000 sec): 3 clusters
  Score: Raw -4418260.199578 + Penalty 11901.154794 = -4406359.044784
  nChanged 58
		SP:Iteration 28Q (63022.620000 sec): 3 clusters
  Score: Raw -4418298.826680 + Penalty 11901.154794 = -4406397.671886
  nChanged 52
		SP:Iteration 29Q (63022.730000 sec): 3 clusters
  Score: Raw -4418334.051492 + Penalty 11901.154794 = -4406432.896698
  nChanged 43
		SP:Iteration 30Q (63022.830000 sec): 3 clusters
  Score: Raw -4418360.444339 + Penalty 11901.154794 = -4406459.289545
  nChanged 47
		SP:Iteration 31Q (63022.930000 sec): 3 clusters
  Score: Raw -4418383.524135 + Penalty 11901.154794 = -4406482.369341
  nChanged 42
		SP:Iteration 32Q (63023.040000 sec): 3 clusters
  Score: Raw -4418400.330400 + Penalty 11901.154794 = -4406499.175606
  nChanged 23
		SP:Iteration 33Q (63023.140000 sec): 3 clusters
  Score: Raw -4418408.934098 + Penalty 11901.154794 = -4406507.779304
  nChanged 16
		SP:Iteration 34Q (63023.240000 sec): 3 clusters
  Score: Raw -4418415.086924 + Penalty 11901.154794 = -4406513.932131
  nChanged 16
		SP:Iteration 35Q (63023.340000 sec): 3 clusters
  Score: Raw -4418421.110894 + Penalty 11901.154794 = -4406519.956100
  nChanged 13
		SP:Iteration 36Q (63023.440000 sec): 3 clusters
  Score: Raw -4418426.377423 + Penalty 11901.154794 = -4406525.222629
  nChanged 11
		SP:Iteration 37Q (63023.540000 sec): 3 clusters
  Score: Raw -4418430.187047 + Penalty 11901.154794 = -4406529.032253
  nChanged 7
		SP:Iteration 38Q (63023.640000 sec): 3 clusters
  Score: Raw -4418433.478572 + Penalty 11901.154794 = -4406532.323778
  nChanged 8
		SP:Iteration 39Q (63023.740000 sec): 3 clusters
  Score: Raw -4418436.583882 + Penalty 11901.154794 = -4406535.429088
  nChanged 4
		SP:Iteration 40F (63023.870000 sec): 3 clusters
  Score: Raw -4418437.687790 + Penalty 11901.154794 = -4406536.532996
  nChanged 3
		SP:Iteration 41Q (63023.970000 sec): 3 clusters
  Score: Raw -4418438.517347 + Penalty 11901.154794 = -4406537.362553
  nChanged 2
		SP:Iteration 42Q (63024.070000 sec): 3 clusters
  Score: Raw -4418438.913862 + Penalty 11901.154794 = -4406537.759068
  nChanged 1
		SP:Iteration 43Q (63024.180000 sec): 3 clusters
  Score: Raw -4418439.461098 + Penalty 11901.154794 = -4406538.306304
  nChanged 4
		SP:Iteration 44Q (63024.280000 sec): 3 clusters
  Score: Raw -4418440.547681 + Penalty 11901.154794 = -4406539.392887
  nChanged 4
		SP:Iteration 45Q (63024.380000 sec): 3 clusters
  Score: Raw -4418442.103187 + Penalty 11901.154794 = -4406540.948394
  nChanged 3
		SP:Iteration 46Q (63024.480000 sec): 3 clusters
  Score: Raw -4418443.194600 + Penalty 11901.154794 = -4406542.039807
  nChanged 1
		SP:Iteration 47Q (63024.580000 sec): 3 clusters
  Score: Raw -4418443.504406 + Penalty 11901.154794 = -4406542.349613
  nChanged 0
		SP:Iteration 48F (63024.710000 sec): 3 clusters
  Score: Raw -4418443.504406 + Penalty 11901.154794 = -4406542.349613
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63025.310000 sec): 2 clusters
  Score: Raw -23534877.068097 + Penalty 6975.279985 = -23527901.788111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63025.980000 sec): 3 clusters
  Score: Raw -23481295.756740 + Penalty 13950.559970 = -23467345.196770
  nChanged 40047
		SP:Iteration 1F (63026.630000 sec): 3 clusters
  Score: Raw -23502959.378096 + Penalty 13950.559970 = -23489008.818126
  nChanged 3953
		SP:Iteration 2Q (63027.280000 sec): 3 clusters
  Score: Raw -23504170.897900 + Penalty 13950.559970 = -23490220.337929
  nChanged 3680
		SP:Iteration 3Q (63027.920000 sec): 3 clusters
  Score: Raw -23505422.894915 + Penalty 13950.559970 = -23491472.334944
  nChanged 3828
		SP:Iteration 4Q (63028.570000 sec): 3 clusters
  Score: Raw -23506913.347352 + Penalty 13950.559970 = -23492962.787382
  nChanged 4297
		SP:Iteration 5Q (63029.220000 sec): 3 clusters
  Score: Raw -23509016.209383 + Penalty 13950.559970 = -23495065.649413
  nChanged 5207
		SP:Iteration 6F (63029.860000 sec): 3 clusters
  Score: Raw -23512115.759542 + Penalty 13950.559970 = -23498165.199571
  nChanged 5891
		SP:Iteration 7F (63030.500000 sec): 3 clusters
  Score: Raw -23516265.348577 + Penalty 13950.559970 = -23502314.788606
  nChanged 6257
		SP:Iteration 8F (63031.130000 sec): 3 clusters
  Score: Raw -23521140.533337 + Penalty 13950.559970 = -23507189.973367
  nChanged 5709
		SP:Iteration 9F (63031.770000 sec): 3 clusters
  Score: Raw -23525844.127323 + Penalty 13950.559970 = -23511893.567353
  nChanged 4593
		SP:Iteration 10F (63032.410000 sec): 3 clusters
  Score: Raw -23529704.035616 + Penalty 13950.559970 = -23515753.475646
  nChanged 3228
		SP:Iteration 11Q (63033.040000 sec): 3 clusters
  Score: Raw -23532314.776001 + Penalty 13950.559970 = -23518364.216030
  nChanged 2021
		SP:Iteration 12Q (63033.650000 sec): 3 clusters
  Score: Raw -23533881.959058 + Penalty 13950.559970 = -23519931.399087
  nChanged 1210
		SP:Iteration 13Q (63034.240000 sec): 3 clusters
  Score: Raw -23534787.163959 + Penalty 13950.559970 = -23520836.603989
  nChanged 743
		SP:Iteration 14Q (63034.790000 sec): 3 clusters
  Score: Raw -23535331.962580 + Penalty 13950.559970 = -23521381.402610
  nChanged 445
		SP:Iteration 15Q (63035.320000 sec): 3 clusters
  Score: Raw -23535647.326961 + Penalty 13950.559970 = -23521696.766991
  nChanged 297
		SP:Iteration 16Q (63035.840000 sec): 3 clusters
  Score: Raw -23535845.404672 + Penalty 13950.559970 = -23521894.844702
  nChanged 182
		SP:Iteration 17Q (63036.350000 sec): 3 clusters
  Score: Raw -23535967.732043 + Penalty 13950.559970 = -23522017.172072
  nChanged 138
		SP:Iteration 18Q (63036.860000 sec): 3 clusters
  Score: Raw -23536056.585882 + Penalty 13950.559970 = -23522106.025911
  nChanged 96
		SP:Iteration 19Q (63037.360000 sec): 3 clusters
  Score: Raw -23536118.116544 + Penalty 13950.559970 = -23522167.556573
  nChanged 64
		SP:Iteration 20F (63037.990000 sec): 3 clusters
  Score: Raw -23536160.837768 + Penalty 13950.559970 = -23522210.277797
  nChanged 57
		SP:Iteration 21Q (63038.480000 sec): 3 clusters
  Score: Raw -23536199.037834 + Penalty 13950.559970 = -23522248.477863
  nChanged 55
		SP:Iteration 22Q (63038.960000 sec): 3 clusters
  Score: Raw -23536238.180123 + Penalty 13950.559970 = -23522287.620152
  nChanged 43
		SP:Iteration 23Q (63039.440000 sec): 3 clusters
  Score: Raw -23536263.207244 + Penalty 13950.559970 = -23522312.647273
  nChanged 39
		SP:Iteration 24Q (63039.920000 sec): 3 clusters
  Score: Raw -23536284.032407 + Penalty 13950.559970 = -23522333.472437
  nChanged 34
		SP:Iteration 25Q (63040.410000 sec): 3 clusters
  Score: Raw -23536305.479428 + Penalty 13950.559970 = -23522354.919458
  nChanged 34
		SP:Iteration 26Q (63040.880000 sec): 3 clusters
  Score: Raw -23536325.486995 + Penalty 13950.559970 = -23522374.927025
  nChanged 23
		SP:Iteration 27Q (63041.360000 sec): 3 clusters
  Score: Raw -23536337.474090 + Penalty 13950.559970 = -23522386.914119
  nChanged 7
		SP:Iteration 28Q (63041.840000 sec): 3 clusters
  Score: Raw -23536340.769015 + Penalty 13950.559970 = -23522390.209044
  nChanged 6
		SP:Iteration 29Q (63042.310000 sec): 3 clusters
  Score: Raw -23536344.872609 + Penalty 13950.559970 = -23522394.312638
  nChanged 6
		SP:Iteration 30Q (63042.790000 sec): 3 clusters
  Score: Raw -23536349.014068 + Penalty 13950.559970 = -23522398.454097
  nChanged 7
		SP:Iteration 31Q (63043.270000 sec): 3 clusters
  Score: Raw -23536353.052749 + Penalty 13950.559970 = -23522402.492778
  nChanged 6
		SP:Iteration 32Q (63043.750000 sec): 3 clusters
  Score: Raw -23536357.579588 + Penalty 13950.559970 = -23522407.019617
  nChanged 8
		SP:Iteration 33Q (63044.220000 sec): 3 clusters
  Score: Raw -23536362.425974 + Penalty 13950.559970 = -23522411.866004
  nChanged 5
		SP:Iteration 34Q (63044.700000 sec): 3 clusters
  Score: Raw -23536364.717125 + Penalty 13950.559970 = -23522414.157154
  nChanged 1
		SP:Iteration 35Q (63045.180000 sec): 3 clusters
  Score: Raw -23536365.325473 + Penalty 13950.559970 = -23522414.765502
  nChanged 4
		SP:Iteration 36Q (63045.660000 sec): 3 clusters
  Score: Raw -23536366.605599 + Penalty 13950.559970 = -23522416.045629
  nChanged 3
		SP:Iteration 37Q (63046.140000 sec): 3 clusters
  Score: Raw -23536368.759896 + Penalty 13950.559970 = -23522418.199925
  nChanged 5
		SP:Iteration 38Q (63046.640000 sec): 3 clusters
  Score: Raw -23536370.854691 + Penalty 13950.559970 = -23522420.294720
  nChanged 2
		SP:Iteration 39Q (63047.130000 sec): 3 clusters
  Score: Raw -23536371.546174 + Penalty 13950.559970 = -23522420.986203
  nChanged 2
		SP:Iteration 40F (63047.800000 sec): 3 clusters
  Score: Raw -23536372.454999 + Penalty 13950.559970 = -23522421.895028
  nChanged 2
		SP:Iteration 41Q (63048.300000 sec): 3 clusters
  Score: Raw -23536373.030774 + Penalty 13950.559970 = -23522422.470804
  nChanged 0
		SP:Iteration 42F (63048.960000 sec): 3 clusters
  Score: Raw -23536373.030774 + Penalty 13950.559970 = -23522422.470804
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (18101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63049.140000 sec): 2 clusters
  Score: Raw -4620352.662759 + Penalty 6004.780009 = -4614347.882750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63049.270000 sec): 3 clusters
  Score: Raw -4611027.758641 + Penalty 12009.560019 = -4599018.198622
  nChanged 7313
		SP:Iteration 1F (63049.410000 sec): 3 clusters
  Score: Raw -4615193.884836 + Penalty 12009.560019 = -4603184.324817
  nChanged 1417
		SP:Iteration 2F (63049.550000 sec): 3 clusters
  Score: Raw -4616025.676246 + Penalty 12009.560019 = -4604016.116227
  nChanged 1031
		SP:Iteration 3F (63049.690000 sec): 3 clusters
  Score: Raw -4616672.333719 + Penalty 12009.560019 = -4604662.773700
  nChanged 922
		SP:Iteration 4F (63049.830000 sec): 3 clusters
  Score: Raw -4617263.861096 + Penalty 12009.560019 = -4605254.301078
  nChanged 836
		SP:Iteration 5Q (63049.960000 sec): 3 clusters
  Score: Raw -4617841.162461 + Penalty 12009.560019 = -4605831.602442
  nChanged 831
		SP:Iteration 6Q (63050.100000 sec): 3 clusters
  Score: Raw -4618480.731915 + Penalty 12009.560019 = -4606471.171896
  nChanged 826
		SP:Iteration 7Q (63050.240000 sec): 3 clusters
  Score: Raw -4619194.592835 + Penalty 12009.560019 = -4607185.032817
  nChanged 832
		SP:Iteration 8Q (63050.380000 sec): 3 clusters
  Score: Raw -4619840.512817 + Penalty 12009.560019 = -4607830.952798
  nChanged 757
		SP:Iteration 9Q (63050.510000 sec): 3 clusters
  Score: Raw -4620335.228233 + Penalty 12009.560019 = -4608325.668214
  nChanged 622
		SP:Iteration 10Q (63050.650000 sec): 3 clusters
  Score: Raw -4620698.216309 + Penalty 12009.560019 = -4608688.656290
  nChanged 533
		SP:Iteration 11Q (63050.780000 sec): 3 clusters
  Score: Raw -4620972.844415 + Penalty 12009.560019 = -4608963.284396
  nChanged 424
		SP:Iteration 12Q (63050.900000 sec): 3 clusters
  Score: Raw -4621193.102399 + Penalty 12009.560019 = -4609183.542380
  nChanged 374
		SP:Iteration 13Q (63051.030000 sec): 3 clusters
  Score: Raw -4621379.982437 + Penalty 12009.560019 = -4609370.422418
  nChanged 357
		SP:Iteration 14Q (63051.160000 sec): 3 clusters
  Score: Raw -4621553.534817 + Penalty 12009.560019 = -4609543.974798
  nChanged 309
		SP:Iteration 15Q (63051.280000 sec): 3 clusters
  Score: Raw -4621710.353647 + Penalty 12009.560019 = -4609700.793628
  nChanged 294
		SP:Iteration 16Q (63051.410000 sec): 3 clusters
  Score: Raw -4621892.410674 + Penalty 12009.560019 = -4609882.850655
  nChanged 349
		SP:Iteration 17Q (63051.540000 sec): 3 clusters
  Score: Raw -4622120.431783 + Penalty 12009.560019 = -4610110.871764
  nChanged 341
		SP:Iteration 18Q (63051.660000 sec): 3 clusters
  Score: Raw -4622385.722252 + Penalty 12009.560019 = -4610376.162233
  nChanged 385
		SP:Iteration 19Q (63051.790000 sec): 3 clusters
  Score: Raw -4622731.065256 + Penalty 12009.560019 = -4610721.505237
  nChanged 405
		SP:Iteration 20F (63051.920000 sec): 3 clusters
  Score: Raw -4623108.802652 + Penalty 12009.560019 = -4611099.242634
  nChanged 420
		SP:Iteration 21Q (63052.040000 sec): 3 clusters
  Score: Raw -4623503.634151 + Penalty 12009.560019 = -4611494.074132
  nChanged 369
		SP:Iteration 22Q (63052.170000 sec): 3 clusters
  Score: Raw -4623761.734521 + Penalty 12009.560019 = -4611752.174502
  nChanged 308
		SP:Iteration 23Q (63052.290000 sec): 3 clusters
  Score: Raw -4623931.914655 + Penalty 12009.560019 = -4611922.354636
  nChanged 238
		SP:Iteration 24Q (63052.410000 sec): 3 clusters
  Score: Raw -4624070.468175 + Penalty 12009.560019 = -4612060.908156
  nChanged 223
		SP:Iteration 25Q (63052.530000 sec): 3 clusters
  Score: Raw -4624219.712694 + Penalty 12009.560019 = -4612210.152675
  nChanged 196
		SP:Iteration 26Q (63052.650000 sec): 3 clusters
  Score: Raw -4624337.898195 + Penalty 12009.560019 = -4612328.338176
  nChanged 181
		SP:Iteration 27Q (63052.770000 sec): 3 clusters
  Score: Raw -4624461.485523 + Penalty 12009.560019 = -4612451.925504
  nChanged 180
		SP:Iteration 28Q (63052.880000 sec): 3 clusters
  Score: Raw -4624580.285840 + Penalty 12009.560019 = -4612570.725821
  nChanged 151
		SP:Iteration 29Q (63053.000000 sec): 3 clusters
  Score: Raw -4624650.055263 + Penalty 12009.560019 = -4612640.495244
  nChanged 121
		SP:Iteration 30Q (63053.120000 sec): 3 clusters
  Score: Raw -4624694.397572 + Penalty 12009.560019 = -4612684.837553
  nChanged 87
		SP:Iteration 31Q (63053.240000 sec): 3 clusters
  Score: Raw -4624721.388108 + Penalty 12009.560019 = -4612711.828089
  nChanged 63
		SP:Iteration 32Q (63053.350000 sec): 3 clusters
  Score: Raw -4624737.409800 + Penalty 12009.560019 = -4612727.849781
  nChanged 39
		SP:Iteration 33Q (63053.470000 sec): 3 clusters
  Score: Raw -4624746.137755 + Penalty 12009.560019 = -4612736.577736
  nChanged 30
		SP:Iteration 34Q (63053.590000 sec): 3 clusters
  Score: Raw -4624753.548863 + Penalty 12009.560019 = -4612743.988844
  nChanged 25
		SP:Iteration 35Q (63053.700000 sec): 3 clusters
  Score: Raw -4624758.853507 + Penalty 12009.560019 = -4612749.293488
  nChanged 23
		SP:Iteration 36Q (63053.820000 sec): 3 clusters
  Score: Raw -4624764.100691 + Penalty 12009.560019 = -4612754.540672
  nChanged 17
		SP:Iteration 37Q (63053.940000 sec): 3 clusters
  Score: Raw -4624768.106219 + Penalty 12009.560019 = -4612758.546201
  nChanged 21
		SP:Iteration 38Q (63054.050000 sec): 3 clusters
  Score: Raw -4624771.728284 + Penalty 12009.560019 = -4612762.168266
  nChanged 10
		SP:Iteration 39Q (63054.170000 sec): 3 clusters
  Score: Raw -4624773.429881 + Penalty 12009.560019 = -4612763.869862
  nChanged 5
		SP:Iteration 40F (63054.300000 sec): 3 clusters
  Score: Raw -4624774.131928 + Penalty 12009.560019 = -4612764.571910
  nChanged 3
		SP:Iteration 41Q (63054.420000 sec): 3 clusters
  Score: Raw -4624774.714308 + Penalty 12009.560019 = -4612765.154289
  nChanged 1
		SP:Iteration 42Q (63054.530000 sec): 3 clusters
  Score: Raw -4624774.833349 + Penalty 12009.560019 = -4612765.273330
  nChanged 0
		SP:Iteration 43F (63054.670000 sec): 3 clusters
  Score: Raw -4624774.833349 + Penalty 12009.560019 = -4612765.273330
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63054.690000 sec): 2 clusters
  Score: Raw -46799.861961 + Penalty 3398.809102 = -43401.052859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63054.690000 sec): 3 clusters
  Score: Raw -47702.581541 + Penalty 6797.618204 = -40904.963337
  nChanged 31
		SP:Iteration 1F (63054.690000 sec): 3 clusters
  Score: Raw -47933.978284 + Penalty 6797.618204 = -41136.360080
  nChanged 13
		SP:Iteration 2F (63054.690000 sec): 3 clusters
  Score: Raw -48021.725243 + Penalty 6797.618204 = -41224.107039
  nChanged 4
		SP:Iteration 3Q (63054.690000 sec): 3 clusters
  Score: Raw -48053.348643 + Penalty 6797.618204 = -41255.730439
  nChanged 4
		SP:Iteration 4Q (63054.690000 sec): 3 clusters
  Score: Raw -48152.278281 + Penalty 6797.618204 = -41354.660077
  nChanged 0
		SP:Iteration 5F (63054.700000 sec): 3 clusters
  Score: Raw -48152.278281 + Penalty 6797.618204 = -41354.660077
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63054.890000 sec): 2 clusters
  Score: Raw -7353073.735066 + Penalty 6264.580915 = -7346809.154151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63055.090000 sec): 3 clusters
  Score: Raw -7337961.695061 + Penalty 12529.161830 = -7325432.533232
  nChanged 11744
		SP:Iteration 1F (63055.290000 sec): 3 clusters
  Score: Raw -7344452.463061 + Penalty 12529.161830 = -7331923.301231
  nChanged 1843
		SP:Iteration 2F (63055.490000 sec): 3 clusters
  Score: Raw -7345407.644005 + Penalty 12529.161830 = -7332878.482176
  nChanged 1508
		SP:Iteration 3F (63055.690000 sec): 3 clusters
  Score: Raw -7346232.692191 + Penalty 12529.161830 = -7333703.530361
  nChanged 1423
		SP:Iteration 4F (63055.890000 sec): 3 clusters
  Score: Raw -7347049.504869 + Penalty 12529.161830 = -7334520.343039
  nChanged 1382
		SP:Iteration 5Q (63056.090000 sec): 3 clusters
  Score: Raw -7347808.312131 + Penalty 12529.161830 = -7335279.150301
  nChanged 1303
		SP:Iteration 6Q (63056.280000 sec): 3 clusters
  Score: Raw -7348549.390572 + Penalty 12529.161830 = -7336020.228742
  nChanged 1195
		SP:Iteration 7Q (63056.480000 sec): 3 clusters
  Score: Raw -7349210.834585 + Penalty 12529.161830 = -7336681.672755
  nChanged 1159
		SP:Iteration 8Q (63056.680000 sec): 3 clusters
  Score: Raw -7349789.071911 + Penalty 12529.161830 = -7337259.910081
  nChanged 1058
		SP:Iteration 9Q (63056.880000 sec): 3 clusters
  Score: Raw -7350271.846464 + Penalty 12529.161830 = -7337742.684634
  nChanged 938
		SP:Iteration 10Q (63057.080000 sec): 3 clusters
  Score: Raw -7350688.393626 + Penalty 12529.161830 = -7338159.231797
  nChanged 842
		SP:Iteration 11Q (63057.270000 sec): 3 clusters
  Score: Raw -7351072.030620 + Penalty 12529.161830 = -7338542.868791
  nChanged 775
		SP:Iteration 12Q (63057.470000 sec): 3 clusters
  Score: Raw -7351405.104234 + Penalty 12529.161830 = -7338875.942404
  nChanged 641
		SP:Iteration 13Q (63057.670000 sec): 3 clusters
  Score: Raw -7351649.907144 + Penalty 12529.161830 = -7339120.745314
  nChanged 531
		SP:Iteration 14Q (63057.870000 sec): 3 clusters
  Score: Raw -7351846.915462 + Penalty 12529.161830 = -7339317.753632
  nChanged 480
		SP:Iteration 15Q (63058.060000 sec): 3 clusters
  Score: Raw -7352008.722557 + Penalty 12529.161830 = -7339479.560727
  nChanged 431
		SP:Iteration 16Q (63058.260000 sec): 3 clusters
  Score: Raw -7352148.598246 + Penalty 12529.161830 = -7339619.436416
  nChanged 383
		SP:Iteration 17Q (63058.460000 sec): 3 clusters
  Score: Raw -7352264.545783 + Penalty 12529.161830 = -7339735.383953
  nChanged 351
		SP:Iteration 18Q (63058.650000 sec): 3 clusters
  Score: Raw -7352356.040977 + Penalty 12529.161830 = -7339826.879148
  nChanged 310
		SP:Iteration 19Q (63058.850000 sec): 3 clusters
  Score: Raw -7352432.630251 + Penalty 12529.161830 = -7339903.468422
  nChanged 299
		SP:Iteration 20F (63059.060000 sec): 3 clusters
  Score: Raw -7352508.786380 + Penalty 12529.161830 = -7339979.624551
  nChanged 287
		SP:Iteration 21Q (63059.270000 sec): 3 clusters
  Score: Raw -7352579.924141 + Penalty 12529.161830 = -7340050.762311
  nChanged 278
		SP:Iteration 22Q (63059.470000 sec): 3 clusters
  Score: Raw -7352653.691765 + Penalty 12529.161830 = -7340124.529935
  nChanged 282
		SP:Iteration 23Q (63059.680000 sec): 3 clusters
  Score: Raw -7352735.858910 + Penalty 12529.161830 = -7340206.697080
  nChanged 307
		SP:Iteration 24Q (63059.890000 sec): 3 clusters
  Score: Raw -7352822.500428 + Penalty 12529.161830 = -7340293.338598
  nChanged 297
		SP:Iteration 25Q (63060.090000 sec): 3 clusters
  Score: Raw -7352908.913300 + Penalty 12529.161830 = -7340379.751470
  nChanged 276
		SP:Iteration 26Q (63060.300000 sec): 3 clusters
  Score: Raw -7352988.948452 + Penalty 12529.161830 = -7340459.786622
  nChanged 276
		SP:Iteration 27Q (63060.500000 sec): 3 clusters
  Score: Raw -7353067.180139 + Penalty 12529.161830 = -7340538.018309
  nChanged 260
		SP:Iteration 28Q (63060.710000 sec): 3 clusters
  Score: Raw -7353144.460917 + Penalty 12529.161830 = -7340615.299087
  nChanged 252
		SP:Iteration 29Q (63060.910000 sec): 3 clusters
  Score: Raw -7353218.732545 + Penalty 12529.161830 = -7340689.570715
  nChanged 234
		SP:Iteration 30Q (63061.110000 sec): 3 clusters
  Score: Raw -7353288.706940 + Penalty 12529.161830 = -7340759.545111
  nChanged 243
		SP:Iteration 31Q (63061.300000 sec): 3 clusters
  Score: Raw -7353366.020542 + Penalty 12529.161830 = -7340836.858713
  nChanged 248
		SP:Iteration 32Q (63061.510000 sec): 3 clusters
  Score: Raw -7353439.233213 + Penalty 12529.161830 = -7340910.071384
  nChanged 222
		SP:Iteration 33Q (63061.720000 sec): 3 clusters
  Score: Raw -7353507.277435 + Penalty 12529.161830 = -7340978.115606
  nChanged 210
		SP:Iteration 34Q (63061.920000 sec): 3 clusters
  Score: Raw -7353573.583724 + Penalty 12529.161830 = -7341044.421894
  nChanged 199
		SP:Iteration 35Q (63062.120000 sec): 3 clusters
  Score: Raw -7353640.502043 + Penalty 12529.161830 = -7341111.340213
  nChanged 219
		SP:Iteration 36Q (63062.320000 sec): 3 clusters
  Score: Raw -7353715.670216 + Penalty 12529.161830 = -7341186.508386
  nChanged 206
		SP:Iteration 37Q (63062.520000 sec): 3 clusters
  Score: Raw -7353784.404767 + Penalty 12529.161830 = -7341255.242937
  nChanged 180
		SP:Iteration 38Q (63062.720000 sec): 3 clusters
  Score: Raw -7353839.001934 + Penalty 12529.161830 = -7341309.840104
  nChanged 151
		SP:Iteration 39Q (63062.920000 sec): 3 clusters
  Score: Raw -7353882.704470 + Penalty 12529.161830 = -7341353.542640
  nChanged 121
		SP:Iteration 40F (63063.130000 sec): 3 clusters
  Score: Raw -7353921.321872 + Penalty 12529.161830 = -7341392.160042
  nChanged 117
		SP:Iteration 41Q (63063.340000 sec): 3 clusters
  Score: Raw -7353959.318057 + Penalty 12529.161830 = -7341430.156227
  nChanged 134
		SP:Iteration 42Q (63063.540000 sec): 3 clusters
  Score: Raw -7354007.449292 + Penalty 12529.161830 = -7341478.287463
  nChanged 122
		SP:Iteration 43Q (63063.740000 sec): 3 clusters
  Score: Raw -7354048.112654 + Penalty 12529.161830 = -7341518.950824
  nChanged 106
		SP:Iteration 44Q (63063.940000 sec): 3 clusters
  Score: Raw -7354080.357878 + Penalty 12529.161830 = -7341551.196048
  nChanged 92
		SP:Iteration 45Q (63064.140000 sec): 3 clusters
  Score: Raw -7354109.724163 + Penalty 12529.161830 = -7341580.562334
  nChanged 83
		SP:Iteration 46Q (63064.330000 sec): 3 clusters
  Score: Raw -7354135.757488 + Penalty 12529.161830 = -7341606.595658
  nChanged 72
		SP:Iteration 47Q (63064.530000 sec): 3 clusters
  Score: Raw -7354158.926105 + Penalty 12529.161830 = -7341629.764275
  nChanged 62
		SP:Iteration 48Q (63064.730000 sec): 3 clusters
  Score: Raw -7354175.536883 + Penalty 12529.161830 = -7341646.375054
  nChanged 57
		SP:Iteration 49Q (63064.940000 sec): 3 clusters
  Score: Raw -7354195.147797 + Penalty 12529.161830 = -7341665.985967
  nChanged 56
		SP:Iteration 50Q (63065.130000 sec): 3 clusters
  Score: Raw -7354214.050066 + Penalty 12529.161830 = -7341684.888236
  nChanged 50
		SP:Iteration 51Q (63065.330000 sec): 3 clusters
  Score: Raw -7354230.738765 + Penalty 12529.161830 = -7341701.576936
  nChanged 59
		SP:Iteration 52Q (63065.530000 sec): 3 clusters
  Score: Raw -7354255.326746 + Penalty 12529.161830 = -7341726.164917
  nChanged 69
		SP:Iteration 53Q (63065.720000 sec): 3 clusters
  Score: Raw -7354276.758706 + Penalty 12529.161830 = -7341747.596877
  nChanged 53
		SP:Iteration 54Q (63065.920000 sec): 3 clusters
  Score: Raw -7354292.655547 + Penalty 12529.161830 = -7341763.493718
  nChanged 66
		SP:Iteration 55Q (63066.120000 sec): 3 clusters
  Score: Raw -7354312.975444 + Penalty 12529.161830 = -7341783.813614
  nChanged 51
		SP:Iteration 56Q (63066.320000 sec): 3 clusters
  Score: Raw -7354331.709105 + Penalty 12529.161830 = -7341802.547275
  nChanged 40
		SP:Iteration 57Q (63066.510000 sec): 3 clusters
  Score: Raw -7354346.027287 + Penalty 12529.161830 = -7341816.865458
  nChanged 38
		SP:Iteration 58Q (63066.710000 sec): 3 clusters
  Score: Raw -7354356.833283 + Penalty 12529.161830 = -7341827.671453
  nChanged 29
		SP:Iteration 59Q (63066.900000 sec): 3 clusters
  Score: Raw -7354365.948701 + Penalty 12529.161830 = -7341836.786871
  nChanged 29
		SP:Iteration 60F (63067.120000 sec): 3 clusters
  Score: Raw -7354375.524321 + Penalty 12529.161830 = -7341846.362491
  nChanged 33
		SP:Iteration 61Q (63067.320000 sec): 3 clusters
  Score: Raw -7354388.053908 + Penalty 12529.161830 = -7341858.892078
  nChanged 38
		SP:Iteration 62Q (63067.510000 sec): 3 clusters
  Score: Raw -7354401.839885 + Penalty 12529.161830 = -7341872.678055
  nChanged 30
		SP:Iteration 63Q (63067.700000 sec): 3 clusters
  Score: Raw -7354411.750040 + Penalty 12529.161830 = -7341882.588211
  nChanged 32
		SP:Iteration 64Q (63067.900000 sec): 3 clusters
  Score: Raw -7354421.027025 + Penalty 12529.161830 = -7341891.865196
  nChanged 24
		SP:Iteration 65Q (63068.090000 sec): 3 clusters
  Score: Raw -7354429.102820 + Penalty 12529.161830 = -7341899.940991
  nChanged 16
		SP:Iteration 66Q (63068.290000 sec): 3 clusters
  Score: Raw -7354435.371957 + Penalty 12529.161830 = -7341906.210127
  nChanged 25
		SP:Iteration 67Q (63068.480000 sec): 3 clusters
  Score: Raw -7354443.349028 + Penalty 12529.161830 = -7341914.187198
  nChanged 20
		SP:Iteration 68Q (63068.680000 sec): 3 clusters
  Score: Raw -7354450.280858 + Penalty 12529.161830 = -7341921.119028
  nChanged 14
		SP:Iteration 69Q (63068.870000 sec): 3 clusters
  Score: Raw -7354454.738715 + Penalty 12529.161830 = -7341925.576885
  nChanged 13
		SP:Iteration 70Q (63069.060000 sec): 3 clusters
  Score: Raw -7354458.491050 + Penalty 12529.161830 = -7341929.329220
  nChanged 14
		SP:Iteration 71Q (63069.260000 sec): 3 clusters
  Score: Raw -7354462.581301 + Penalty 12529.161830 = -7341933.419471
  nChanged 13
		SP:Iteration 72Q (63069.450000 sec): 3 clusters
  Score: Raw -7354465.931927 + Penalty 12529.161830 = -7341936.770097
  nChanged 13
		SP:Iteration 73Q (63069.640000 sec): 3 clusters
  Score: Raw -7354470.091178 + Penalty 12529.161830 = -7341940.929348
  nChanged 6
		SP:Iteration 74Q (63069.840000 sec): 3 clusters
  Score: Raw -7354472.266294 + Penalty 12529.161830 = -7341943.104465
  nChanged 6
		SP:Iteration 75Q (63070.030000 sec): 3 clusters
  Score: Raw -7354473.958794 + Penalty 12529.161830 = -7341944.796964
  nChanged 5
		SP:Iteration 76Q (63070.220000 sec): 3 clusters
  Score: Raw -7354475.301125 + Penalty 12529.161830 = -7341946.139295
  nChanged 6
		SP:Iteration 77Q (63070.420000 sec): 3 clusters
  Score: Raw -7354477.268686 + Penalty 12529.161830 = -7341948.106856
  nChanged 5
		SP:Iteration 78Q (63070.610000 sec): 3 clusters
  Score: Raw -7354478.835904 + Penalty 12529.161830 = -7341949.674074
  nChanged 3
		SP:Iteration 79Q (63070.800000 sec): 3 clusters
  Score: Raw -7354479.934058 + Penalty 12529.161830 = -7341950.772229
  nChanged 3
		SP:Iteration 80F (63071.000000 sec): 3 clusters
  Score: Raw -7354480.678646 + Penalty 12529.161830 = -7341951.516816
  nChanged 3
		SP:Iteration 81Q (63071.200000 sec): 3 clusters
  Score: Raw -7354481.587910 + Penalty 12529.161830 = -7341952.426080
  nChanged 3
		SP:Iteration 82Q (63071.390000 sec): 3 clusters
  Score: Raw -7354482.689196 + Penalty 12529.161830 = -7341953.527366
  nChanged 4
		SP:Iteration 83Q (63071.580000 sec): 3 clusters
  Score: Raw -7354483.859399 + Penalty 12529.161830 = -7341954.697570
  nChanged 3
		SP:Iteration 84Q (63071.780000 sec): 3 clusters
  Score: Raw -7354484.810865 + Penalty 12529.161830 = -7341955.649035
  nChanged 4
		SP:Iteration 85Q (63071.970000 sec): 3 clusters
  Score: Raw -7354486.072165 + Penalty 12529.161830 = -7341956.910335
  nChanged 8
		SP:Iteration 86Q (63072.160000 sec): 3 clusters
  Score: Raw -7354488.312873 + Penalty 12529.161830 = -7341959.151044
  nChanged 6
		SP:Iteration 87Q (63072.360000 sec): 3 clusters
  Score: Raw -7354491.803826 + Penalty 12529.161830 = -7341962.641996
  nChanged 11
		SP:Iteration 88Q (63072.550000 sec): 3 clusters
  Score: Raw -7354496.306459 + Penalty 12529.161830 = -7341967.144630
  nChanged 11
		SP:Iteration 89Q (63072.740000 sec): 3 clusters
  Score: Raw -7354499.512510 + Penalty 12529.161830 = -7341970.350680
  nChanged 16
		SP:Iteration 90Q (63072.930000 sec): 3 clusters
  Score: Raw -7354505.713471 + Penalty 12529.161830 = -7341976.551642
  nChanged 17
		SP:Iteration 91Q (63073.120000 sec): 3 clusters
  Score: Raw -7354512.254538 + Penalty 12529.161830 = -7341983.092708
  nChanged 12
		SP:Iteration 92Q (63073.320000 sec): 3 clusters
  Score: Raw -7354516.003906 + Penalty 12529.161830 = -7341986.842076
  nChanged 11
		SP:Iteration 93Q (63073.500000 sec): 3 clusters
  Score: Raw -7354520.428987 + Penalty 12529.161830 = -7341991.267157
  nChanged 17
		SP:Iteration 94Q (63073.690000 sec): 3 clusters
  Score: Raw -7354525.332390 + Penalty 12529.161830 = -7341996.170561
  nChanged 14
		SP:Iteration 95Q (63073.870000 sec): 3 clusters
  Score: Raw -7354530.303807 + Penalty 12529.161830 = -7342001.141977
  nChanged 12
		SP:Iteration 96Q (63074.060000 sec): 3 clusters
  Score: Raw -7354534.490927 + Penalty 12529.161830 = -7342005.329098
  nChanged 11
		SP:Iteration 97Q (63074.240000 sec): 3 clusters
  Score: Raw -7354538.352202 + Penalty 12529.161830 = -7342009.190372
  nChanged 17
		SP:Iteration 98Q (63074.430000 sec): 3 clusters
  Score: Raw -7354543.880264 + Penalty 12529.161830 = -7342014.718434
  nChanged 9
		SP:Iteration 99Q (63074.620000 sec): 3 clusters
  Score: Raw -7354547.485993 + Penalty 12529.161830 = -7342018.324163
  nChanged 10
		SP:Iteration 100F (63074.830000 sec): 3 clusters
  Score: Raw -7354550.352516 + Penalty 12529.161830 = -7342021.190686
  nChanged 5
		SP:Iteration 101Q (63075.020000 sec): 3 clusters
  Score: Raw -7354551.716626 + Penalty 12529.161830 = -7342022.554796
  nChanged 4
		SP:Iteration 102Q (63075.210000 sec): 3 clusters
  Score: Raw -7354552.750742 + Penalty 12529.161830 = -7342023.588912
  nChanged 4
		SP:Iteration 103Q (63075.400000 sec): 3 clusters
  Score: Raw -7354553.754627 + Penalty 12529.161830 = -7342024.592797
  nChanged 5
		SP:Iteration 104Q (63075.600000 sec): 3 clusters
  Score: Raw -7354555.215206 + Penalty 12529.161830 = -7342026.053376
  nChanged 2
		SP:Iteration 105Q (63075.780000 sec): 3 clusters
  Score: Raw -7354555.958417 + Penalty 12529.161830 = -7342026.796587
  nChanged 1
		SP:Iteration 106Q (63075.980000 sec): 3 clusters
  Score: Raw -7354556.284151 + Penalty 12529.161830 = -7342027.122322
  nChanged 1
		SP:Iteration 107Q (63076.170000 sec): 3 clusters
  Score: Raw -7354556.721776 + Penalty 12529.161830 = -7342027.559947
  nChanged 0
		SP:Iteration 108F (63076.370000 sec): 3 clusters
  Score: Raw -7354556.721776 + Penalty 12529.161830 = -7342027.559947
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63076.400000 sec): 2 clusters
  Score: Raw -115408.295909 + Penalty 3786.527005 = -111621.768904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63076.400000 sec): 3 clusters
  Score: Raw -115977.620271 + Penalty 7573.054011 = -108404.566260
  nChanged 45
		SP:Iteration 1F (63076.410000 sec): 3 clusters
  Score: Raw -116135.662578 + Penalty 7573.054011 = -108562.608568
  nChanged 10
		SP:Iteration 2Q (63076.410000 sec): 3 clusters
  Score: Raw -116181.229097 + Penalty 7573.054011 = -108608.175086
  nChanged 5
		SP:Iteration 3Q (63076.410000 sec): 3 clusters
  Score: Raw -116199.147481 + Penalty 7573.054011 = -108626.093471
  nChanged 5
		SP:Iteration 4Q (63076.420000 sec): 3 clusters
  Score: Raw -116219.144639 + Penalty 7573.054011 = -108646.090628
  nChanged 1
		SP:Iteration 5Q (63076.420000 sec): 3 clusters
  Score: Raw -116222.015142 + Penalty 7573.054011 = -108648.961131
  nChanged 0
		SP:Iteration 6F (63076.420000 sec): 3 clusters
  Score: Raw -116222.015142 + Penalty 7573.054011 = -108648.961131
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63076.520000 sec): 2 clusters
  Score: Raw -3553855.260271 + Penalty 5826.280751 = -3548028.979520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63076.620000 sec): 3 clusters
  Score: Raw -3547186.702276 + Penalty 11652.561502 = -3535534.140774
  nChanged 5254
		SP:Iteration 1F (63076.720000 sec): 3 clusters
  Score: Raw -3550016.624963 + Penalty 11652.561502 = -3538364.063461
  nChanged 959
		SP:Iteration 2F (63076.820000 sec): 3 clusters
  Score: Raw -3550557.911058 + Penalty 11652.561502 = -3538905.349556
  nChanged 685
		SP:Iteration 3F (63076.930000 sec): 3 clusters
  Score: Raw -3550922.909504 + Penalty 11652.561502 = -3539270.348002
  nChanged 540
		SP:Iteration 4Q (63077.030000 sec): 3 clusters
  Score: Raw -3551238.015732 + Penalty 11652.561502 = -3539585.454230
  nChanged 521
		SP:Iteration 5Q (63077.130000 sec): 3 clusters
  Score: Raw -3551588.173718 + Penalty 11652.561502 = -3539935.612216
  nChanged 541
		SP:Iteration 6Q (63077.230000 sec): 3 clusters
  Score: Raw -3552054.938641 + Penalty 11652.561502 = -3540402.377139
  nChanged 623
		SP:Iteration 7Q (63077.330000 sec): 3 clusters
  Score: Raw -3552655.143850 + Penalty 11652.561502 = -3541002.582348
  nChanged 682
		SP:Iteration 8F (63077.430000 sec): 3 clusters
  Score: Raw -3553360.117677 + Penalty 11652.561502 = -3541707.556175
  nChanged 749
		SP:Iteration 9F (63077.520000 sec): 3 clusters
  Score: Raw -3554068.227533 + Penalty 11652.561502 = -3542415.666031
  nChanged 694
		SP:Iteration 10F (63077.620000 sec): 3 clusters
  Score: Raw -3554636.831112 + Penalty 11652.561502 = -3542984.269610
  nChanged 599
		SP:Iteration 11Q (63077.720000 sec): 3 clusters
  Score: Raw -3555106.971842 + Penalty 11652.561502 = -3543454.410339
  nChanged 499
		SP:Iteration 12Q (63077.810000 sec): 3 clusters
  Score: Raw -3555465.848790 + Penalty 11652.561502 = -3543813.287288
  nChanged 426
		SP:Iteration 13Q (63077.900000 sec): 3 clusters
  Score: Raw -3555732.311573 + Penalty 11652.561502 = -3544079.750071
  nChanged 331
		SP:Iteration 14Q (63078.000000 sec): 3 clusters
  Score: Raw -3555926.165497 + Penalty 11652.561502 = -3544273.603995
  nChanged 283
		SP:Iteration 15Q (63078.090000 sec): 3 clusters
  Score: Raw -3556081.793022 + Penalty 11652.561502 = -3544429.231520
  nChanged 229
		SP:Iteration 16Q (63078.180000 sec): 3 clusters
  Score: Raw -3556185.589925 + Penalty 11652.561502 = -3544533.028423
  nChanged 187
		SP:Iteration 17Q (63078.270000 sec): 3 clusters
  Score: Raw -3556267.772004 + Penalty 11652.561502 = -3544615.210502
  nChanged 162
		SP:Iteration 18Q (63078.360000 sec): 3 clusters
  Score: Raw -3556332.688583 + Penalty 11652.561502 = -3544680.127081
  nChanged 155
		SP:Iteration 19Q (63078.440000 sec): 3 clusters
  Score: Raw -3556386.461241 + Penalty 11652.561502 = -3544733.899739
  nChanged 107
		SP:Iteration 20F (63078.540000 sec): 3 clusters
  Score: Raw -3556419.522659 + Penalty 11652.561502 = -3544766.961157
  nChanged 93
		SP:Iteration 21Q (63078.630000 sec): 3 clusters
  Score: Raw -3556451.192517 + Penalty 11652.561502 = -3544798.631015
  nChanged 95
		SP:Iteration 22Q (63078.720000 sec): 3 clusters
  Score: Raw -3556486.412061 + Penalty 11652.561502 = -3544833.850559
  nChanged 113
		SP:Iteration 23Q (63078.810000 sec): 3 clusters
  Score: Raw -3556524.890643 + Penalty 11652.561502 = -3544872.329141
  nChanged 109
		SP:Iteration 24Q (63078.900000 sec): 3 clusters
  Score: Raw -3556562.367760 + Penalty 11652.561502 = -3544909.806258
  nChanged 101
		SP:Iteration 25Q (63078.990000 sec): 3 clusters
  Score: Raw -3556594.707221 + Penalty 11652.561502 = -3544942.145719
  nChanged 102
		SP:Iteration 26Q (63079.080000 sec): 3 clusters
  Score: Raw -3556625.587588 + Penalty 11652.561502 = -3544973.026086
  nChanged 91
		SP:Iteration 27Q (63079.160000 sec): 3 clusters
  Score: Raw -3556656.635334 + Penalty 11652.561502 = -3545004.073832
  nChanged 102
		SP:Iteration 28Q (63079.250000 sec): 3 clusters
  Score: Raw -3556694.049384 + Penalty 11652.561502 = -3545041.487882
  nChanged 108
		SP:Iteration 29Q (63079.340000 sec): 3 clusters
  Score: Raw -3556735.094103 + Penalty 11652.561502 = -3545082.532601
  nChanged 124
		SP:Iteration 30Q (63079.430000 sec): 3 clusters
  Score: Raw -3556784.772155 + Penalty 11652.561502 = -3545132.210653
  nChanged 156
		SP:Iteration 31Q (63079.520000 sec): 3 clusters
  Score: Raw -3556872.203150 + Penalty 11652.561502 = -3545219.641648
  nChanged 237
		SP:Iteration 32Q (63079.600000 sec): 3 clusters
  Score: Raw -3557074.426143 + Penalty 11652.561502 = -3545421.864641
  nChanged 349
		SP:Iteration 33Q (63079.690000 sec): 3 clusters
  Score: Raw -3557534.480378 + Penalty 11652.561502 = -3545881.918876
  nChanged 412
		SP:Iteration 34Q (63079.770000 sec): 3 clusters
  Score: Raw -3558275.212880 + Penalty 11652.561502 = -3546622.651378
  nChanged 352
		SP:Iteration 35Q (63079.850000 sec): 3 clusters
  Score: Raw -3558906.840033 + Penalty 11652.561502 = -3547254.278531
  nChanged 274
		SP:Iteration 36Q (63079.930000 sec): 3 clusters
  Score: Raw -3559276.692421 + Penalty 11652.561502 = -3547624.130919
  nChanged 160
		SP:Iteration 37Q (63080.000000 sec): 3 clusters
  Score: Raw -3559417.242759 + Penalty 11652.561502 = -3547764.681257
  nChanged 89
		SP:Iteration 38Q (63080.080000 sec): 3 clusters
  Score: Raw -3559476.702772 + Penalty 11652.561502 = -3547824.141270
  nChanged 47
		SP:Iteration 39Q (63080.150000 sec): 3 clusters
  Score: Raw -3559500.864139 + Penalty 11652.561502 = -3547848.302636
  nChanged 28
		SP:Iteration 40F (63080.250000 sec): 3 clusters
  Score: Raw -3559514.872913 + Penalty 11652.561502 = -3547862.311411
  nChanged 22
		SP:Iteration 41Q (63080.320000 sec): 3 clusters
  Score: Raw -3559523.383067 + Penalty 11652.561502 = -3547870.821564
  nChanged 13
		SP:Iteration 42Q (63080.390000 sec): 3 clusters
  Score: Raw -3559527.492868 + Penalty 11652.561502 = -3547874.931366
  nChanged 5
		SP:Iteration 43Q (63080.460000 sec): 3 clusters
  Score: Raw -3559528.919176 + Penalty 11652.561502 = -3547876.357674
  nChanged 4
		SP:Iteration 44Q (63080.540000 sec): 3 clusters
  Score: Raw -3559530.135027 + Penalty 11652.561502 = -3547877.573525
  nChanged 4
		SP:Iteration 45Q (63080.610000 sec): 3 clusters
  Score: Raw -3559531.278208 + Penalty 11652.561502 = -3547878.716706
  nChanged 5
		SP:Iteration 46Q (63080.680000 sec): 3 clusters
  Score: Raw -3559532.434676 + Penalty 11652.561502 = -3547879.873174
  nChanged 1
		SP:Iteration 47Q (63080.750000 sec): 3 clusters
  Score: Raw -3559532.962407 + Penalty 11652.561502 = -3547880.400905
  nChanged 0
		SP:Iteration 48F (63080.850000 sec): 3 clusters
  Score: Raw -3559532.962407 + Penalty 11652.561502 = -3547880.400905
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63080.870000 sec): 2 clusters
  Score: Raw -368850.898744 + Penalty 4444.049655 = -364406.849088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63080.880000 sec): 3 clusters
  Score: Raw -368839.253890 + Penalty 8888.099311 = -359951.154579
  nChanged 295
		SP:Iteration 1F (63080.890000 sec): 3 clusters
  Score: Raw -369386.078815 + Penalty 8888.099311 = -360497.979504
  nChanged 100
		SP:Iteration 2F (63080.900000 sec): 3 clusters
  Score: Raw -369746.174572 + Penalty 8888.099311 = -360858.075261
  nChanged 99
		SP:Iteration 3F (63080.910000 sec): 3 clusters
  Score: Raw -370150.568809 + Penalty 8888.099311 = -361262.469498
  nChanged 98
		SP:Iteration 4F (63080.920000 sec): 3 clusters
  Score: Raw -370589.042893 + Penalty 8888.099311 = -361700.943582
  nChanged 57
		SP:Iteration 5Q (63080.930000 sec): 3 clusters
  Score: Raw -370806.912124 + Penalty 8888.099311 = -361918.812814
  nChanged 41
		SP:Iteration 6Q (63080.940000 sec): 3 clusters
  Score: Raw -370982.132964 + Penalty 8888.099311 = -362094.033653
  nChanged 34
		SP:Iteration 7Q (63080.950000 sec): 3 clusters
  Score: Raw -371153.300135 + Penalty 8888.099311 = -362265.200824
  nChanged 33
		SP:Iteration 8Q (63080.960000 sec): 3 clusters
  Score: Raw -371304.452098 + Penalty 8888.099311 = -362416.352787
  nChanged 32
		SP:Iteration 9Q (63080.960000 sec): 3 clusters
  Score: Raw -371439.622177 + Penalty 8888.099311 = -362551.522866
  nChanged 23
		SP:Iteration 10Q (63080.970000 sec): 3 clusters
  Score: Raw -371532.529091 + Penalty 8888.099311 = -362644.429780
  nChanged 22
		SP:Iteration 11Q (63080.980000 sec): 3 clusters
  Score: Raw -371620.497311 + Penalty 8888.099311 = -362732.398000
  nChanged 17
		SP:Iteration 12Q (63080.990000 sec): 3 clusters
  Score: Raw -371695.152033 + Penalty 8888.099311 = -362807.052722
  nChanged 16
		SP:Iteration 13Q (63081.000000 sec): 3 clusters
  Score: Raw -371775.502875 + Penalty 8888.099311 = -362887.403564
  nChanged 16
		SP:Iteration 14Q (63081.000000 sec): 3 clusters
  Score: Raw -371846.360844 + Penalty 8888.099311 = -362958.261533
  nChanged 11
		SP:Iteration 15Q (63081.010000 sec): 3 clusters
  Score: Raw -371891.651905 + Penalty 8888.099311 = -363003.552594
  nChanged 10
		SP:Iteration 16Q (63081.020000 sec): 3 clusters
  Score: Raw -371928.778668 + Penalty 8888.099311 = -363040.679357
  nChanged 6
		SP:Iteration 17Q (63081.030000 sec): 3 clusters
  Score: Raw -371948.988661 + Penalty 8888.099311 = -363060.889350
  nChanged 1
		SP:Iteration 18Q (63081.040000 sec): 3 clusters
  Score: Raw -371951.599096 + Penalty 8888.099311 = -363063.499785
  nChanged 0
		SP:Iteration 19F (63081.040000 sec): 3 clusters
  Score: Raw -371951.599096 + Penalty 8888.099311 = -363063.499785
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 54 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63081.050000 sec): 2 clusters
  Score: Raw -43291.925633 + Penalty 3173.842425 = -40118.083208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63081.060000 sec): 3 clusters
  Score: Raw -44320.704163 + Penalty 6347.684849 = -37973.019314
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 55 (118345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63081.840000 sec): 2 clusters
  Score: Raw -31538012.933062 + Penalty 7154.832612 = -31530858.100451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63082.720000 sec): 3 clusters
  Score: Raw -31464772.792671 + Penalty 14309.665224 = -31450463.127447
  nChanged 54587
		SP:Iteration 1F (63083.590000 sec): 3 clusters
  Score: Raw -31494873.098390 + Penalty 14309.665224 = -31480563.433166
  nChanged 4534
		SP:Iteration 2Q (63084.470000 sec): 3 clusters
  Score: Raw -31496056.515004 + Penalty 14309.665224 = -31481746.849781
  nChanged 4204
		SP:Iteration 3Q (63085.350000 sec): 3 clusters
  Score: Raw -31497148.170307 + Penalty 14309.665224 = -31482838.505083
  nChanged 3929
		SP:Iteration 4Q (63086.230000 sec): 3 clusters
  Score: Raw -31498225.496732 + Penalty 14309.665224 = -31483915.831508
  nChanged 3842
		SP:Iteration 5Q (63087.100000 sec): 3 clusters
  Score: Raw -31499336.024577 + Penalty 14309.665224 = -31485026.359353
  nChanged 3870
		SP:Iteration 6Q (63087.980000 sec): 3 clusters
  Score: Raw -31500701.589221 + Penalty 14309.665224 = -31486391.923997
  nChanged 4528
		SP:Iteration 7Q (63088.860000 sec): 3 clusters
  Score: Raw -31502649.170183 + Penalty 14309.665224 = -31488339.504959
  nChanged 5239
		SP:Iteration 8Q (63089.760000 sec): 3 clusters
  Score: Raw -31505390.627858 + Penalty 14309.665224 = -31491080.962634
  nChanged 6464
		SP:Iteration 9F (63090.640000 sec): 3 clusters
  Score: Raw -31509541.645913 + Penalty 14309.665224 = -31495231.980689
  nChanged 7649
		SP:Iteration 10F (63091.520000 sec): 3 clusters
  Score: Raw -31515320.234659 + Penalty 14309.665224 = -31501010.569435
  nChanged 8243
		SP:Iteration 11F (63092.390000 sec): 3 clusters
  Score: Raw -31522329.403415 + Penalty 14309.665224 = -31508019.738191
  nChanged 7423
		SP:Iteration 12F (63093.260000 sec): 3 clusters
  Score: Raw -31528925.908770 + Penalty 14309.665224 = -31514616.243546
  nChanged 5283
		SP:Iteration 13Q (63094.040000 sec): 3 clusters
  Score: Raw -31533569.137350 + Penalty 14309.665224 = -31519259.472126
  nChanged 3126
		SP:Iteration 14Q (63094.780000 sec): 3 clusters
  Score: Raw -31536245.289929 + Penalty 14309.665224 = -31521935.624705
  nChanged 1640
		SP:Iteration 15Q (63095.460000 sec): 3 clusters
  Score: Raw -31537613.880654 + Penalty 14309.665224 = -31523304.215430
  nChanged 886
		SP:Iteration 16Q (63096.110000 sec): 3 clusters
  Score: Raw -31538334.457816 + Penalty 14309.665224 = -31524024.792592
  nChanged 506
		SP:Iteration 17Q (63096.740000 sec): 3 clusters
  Score: Raw -31538719.048081 + Penalty 14309.665224 = -31524409.382857
  nChanged 296
		SP:Iteration 18Q (63097.360000 sec): 3 clusters
  Score: Raw -31538934.997990 + Penalty 14309.665224 = -31524625.332766
  nChanged 207
		SP:Iteration 19Q (63097.990000 sec): 3 clusters
  Score: Raw -31539073.716645 + Penalty 14309.665224 = -31524764.051421
  nChanged 138
		SP:Iteration 20F (63098.860000 sec): 3 clusters
  Score: Raw -31539167.508095 + Penalty 14309.665224 = -31524857.842871
  nChanged 96
		SP:Iteration 21Q (63099.460000 sec): 3 clusters
  Score: Raw -31539229.517916 + Penalty 14309.665224 = -31524919.852693
  nChanged 73
		SP:Iteration 22Q (63100.060000 sec): 3 clusters
  Score: Raw -31539273.430053 + Penalty 14309.665224 = -31524963.764829
  nChanged 50
		SP:Iteration 23Q (63100.670000 sec): 3 clusters
  Score: Raw -31539303.583771 + Penalty 14309.665224 = -31524993.918547
  nChanged 45
		SP:Iteration 24Q (63101.270000 sec): 3 clusters
  Score: Raw -31539333.116212 + Penalty 14309.665224 = -31525023.450989
  nChanged 46
		SP:Iteration 25Q (63101.870000 sec): 3 clusters
  Score: Raw -31539359.121037 + Penalty 14309.665224 = -31525049.455813
  nChanged 33
		SP:Iteration 26Q (63102.470000 sec): 3 clusters
  Score: Raw -31539380.528338 + Penalty 14309.665224 = -31525070.863114
  nChanged 37
		SP:Iteration 27Q (63103.070000 sec): 3 clusters
  Score: Raw -31539400.843938 + Penalty 14309.665224 = -31525091.178714
  nChanged 24
		SP:Iteration 28Q (63103.660000 sec): 3 clusters
  Score: Raw -31539415.357232 + Penalty 14309.665224 = -31525105.692008
  nChanged 21
		SP:Iteration 29Q (63104.260000 sec): 3 clusters
  Score: Raw -31539426.682500 + Penalty 14309.665224 = -31525117.017276
  nChanged 13
		SP:Iteration 30Q (63104.860000 sec): 3 clusters
  Score: Raw -31539433.559332 + Penalty 14309.665224 = -31525123.894108
  nChanged 14
		SP:Iteration 31Q (63105.460000 sec): 3 clusters
  Score: Raw -31539443.108673 + Penalty 14309.665224 = -31525133.443449
  nChanged 15
		SP:Iteration 32Q (63106.060000 sec): 3 clusters
  Score: Raw -31539452.388771 + Penalty 14309.665224 = -31525142.723547
  nChanged 10
		SP:Iteration 33Q (63106.670000 sec): 3 clusters
  Score: Raw -31539457.662154 + Penalty 14309.665224 = -31525147.996930
  nChanged 7
		SP:Iteration 34Q (63107.280000 sec): 3 clusters
  Score: Raw -31539461.534004 + Penalty 14309.665224 = -31525151.868780
  nChanged 8
		SP:Iteration 35Q (63107.880000 sec): 3 clusters
  Score: Raw -31539465.925356 + Penalty 14309.665224 = -31525156.260132
  nChanged 6
		SP:Iteration 36Q (63108.470000 sec): 3 clusters
  Score: Raw -31539469.124274 + Penalty 14309.665224 = -31525159.459050
  nChanged 8
		SP:Iteration 37Q (63109.070000 sec): 3 clusters
  Score: Raw -31539473.328258 + Penalty 14309.665224 = -31525163.663034
  nChanged 6
		SP:Iteration 38Q (63109.670000 sec): 3 clusters
  Score: Raw -31539476.214535 + Penalty 14309.665224 = -31525166.549311
  nChanged 4
		SP:Iteration 39Q (63110.270000 sec): 3 clusters
  Score: Raw -31539478.108498 + Penalty 14309.665224 = -31525168.443274
  nChanged 5
		SP:Iteration 40F (63111.140000 sec): 3 clusters
  Score: Raw -31539480.806239 + Penalty 14309.665224 = -31525171.141015
  nChanged 2
		SP:Iteration 41Q (63111.760000 sec): 3 clusters
  Score: Raw -31539481.835423 + Penalty 14309.665224 = -31525172.170199
  nChanged 2
		SP:Iteration 42Q (63112.380000 sec): 3 clusters
  Score: Raw -31539482.713709 + Penalty 14309.665224 = -31525173.048485
  nChanged 0
		SP:Iteration 43F (63113.270000 sec): 3 clusters
  Score: Raw -31539482.713709 + Penalty 14309.665224 = -31525173.048485
  nChanged 0
Iteration 619Q (63147.040000 sec): 56 clusters
  Score: Raw -522539236.680422 + Penalty 488646.756571 = -522050589.923852
  nChanged 339
Iteration 620F (63436.550000 sec): 56 clusters
  Score: Raw -522539270.281759 + Penalty 488646.756571 = -522050623.525188
  nChanged 312
Iteration 621Q (63470.820000 sec): 56 clusters
  Score: Raw -522539301.090481 + Penalty 488646.756571 = -522050654.333910
  nChanged 314
Iteration 622Q (63504.980000 sec): 56 clusters
  Score: Raw -522539329.177857 + Penalty 488646.756571 = -522050682.421286
  nChanged 289
Iteration 623Q (63538.890000 sec): 56 clusters
  Score: Raw -522539354.007963 + Penalty 488646.756571 = -522050707.251393
  nChanged 270
Iteration 624Q (63572.730000 sec): 56 clusters
  Score: Raw -522539376.124292 + Penalty 488646.756571 = -522050729.367721
  nChanged 265
Iteration 625Q (63606.790000 sec): 56 clusters
  Score: Raw -522539394.200307 + Penalty 488646.756571 = -522050747.443736
  nChanged 246
Iteration 626Q (63641.040000 sec): 56 clusters
  Score: Raw -522539411.981201 + Penalty 488646.756571 = -522050765.224631
  nChanged 213
Iteration 627Q (63675.050000 sec): 56 clusters
  Score: Raw -522539431.205485 + Penalty 488646.756571 = -522050784.448914
  nChanged 213
Iteration 628Q (63709.290000 sec): 56 clusters
  Score: Raw -522539449.356702 + Penalty 488646.756571 = -522050802.600131
  nChanged 216
Iteration 629Q (63744.430000 sec): 56 clusters
  Score: Raw -522539468.361165 + Penalty 488646.756571 = -522050821.604594
  nChanged 214
Iteration 630Q (63778.640000 sec): 56 clusters
  Score: Raw -522539483.853349 + Penalty 488646.756571 = -522050837.096778
  nChanged 172
Iteration 631Q (63812.960000 sec): 56 clusters
  Score: Raw -522539495.053717 + Penalty 488646.756571 = -522050848.297146
  nChanged 168
Iteration 632Q (63846.710000 sec): 56 clusters
  Score: Raw -522539506.166658 + Penalty 488646.756571 = -522050859.410087
  nChanged 187
Iteration 633Q (63880.590000 sec): 56 clusters
  Score: Raw -522539517.852632 + Penalty 488646.756571 = -522050871.096062
  nChanged 175
Iteration 634Q (63914.670000 sec): 56 clusters
  Score: Raw -522539530.690314 + Penalty 488646.756571 = -522050883.933743
  nChanged 196
Iteration 635Q (63948.970000 sec): 56 clusters
  Score: Raw -522539545.780109 + Penalty 488646.756571 = -522050899.023539
  nChanged 177
Iteration 636Q (63982.880000 sec): 56 clusters
  Score: Raw -522539559.816792 + Penalty 488646.756571 = -522050913.060221
  nChanged 169
Iteration 637Q (64016.820000 sec): 56 clusters
  Score: Raw -522539571.895955 + Penalty 488646.756571 = -522050925.139384
  nChanged 166
Iteration 638Q (64050.950000 sec): 56 clusters
  Score: Raw -522539582.705120 + Penalty 488646.756571 = -522050935.948550
  nChanged 155
Iteration 639Q (64085.230000 sec): 56 clusters
  Score: Raw -522539595.080221 + Penalty 488646.756571 = -522050948.323650
  nChanged 166
Iteration 640F (64372.230000 sec): 56 clusters
  Score: Raw -522539607.377675 + Penalty 488646.756571 = -522050960.621104
  nChanged 183
Iteration 641Q (64406.070000 sec): 56 clusters
  Score: Raw -522539621.869731 + Penalty 488646.756571 = -522050975.113160
  nChanged 190
Iteration 642Q (64440.580000 sec): 56 clusters
  Score: Raw -522539636.066087 + Penalty 488646.756571 = -522050989.309517
  nChanged 207
Iteration 643Q (64473.610000 sec): 56 clusters
  Score: Raw -522539650.443956 + Penalty 488646.756571 = -522051003.687385
  nChanged 208
Iteration 644Q (64505.920000 sec): 56 clusters
  Score: Raw -522539663.310995 + Penalty 488646.756571 = -522051016.554424
  nChanged 210
Iteration 645Q (64538.360000 sec): 56 clusters
  Score: Raw -522539678.053663 + Penalty 488646.756571 = -522051031.297092
  nChanged 207
Iteration 646Q (64570.730000 sec): 56 clusters
  Score: Raw -522539691.413996 + Penalty 488646.756571 = -522051044.657425
  nChanged 196
Iteration 647Q (64603.390000 sec): 56 clusters
  Score: Raw -522539704.478520 + Penalty 488646.756571 = -522051057.721950
  nChanged 202
Iteration 648Q (64635.520000 sec): 56 clusters
  Score: Raw -522539718.924559 + Penalty 488646.756571 = -522051072.167988
  nChanged 181
Iteration 649Q (64668.210000 sec): 56 clusters
  Score: Raw -522539732.226685 + Penalty 488646.756571 = -522051085.470114
  nChanged 168
Iteration 650Q (64702.110000 sec): 56 clusters
  Score: Raw -522539742.407709 + Penalty 488646.756571 = -522051095.651138
  nChanged 177
Iteration 651Q (64736.310000 sec): 56 clusters
  Score: Raw -522539751.875149 + Penalty 488646.756571 = -522051105.118578
  nChanged 161
Iteration 652Q (64770.230000 sec): 56 clusters
  Score: Raw -522539760.889687 + Penalty 488646.756571 = -522051114.133116
  nChanged 166
Iteration 653Q (64804.510000 sec): 56 clusters
  Score: Raw -522539771.654591 + Penalty 488646.756571 = -522051124.898020
  nChanged 154
Iteration 654Q (64838.320000 sec): 56 clusters
  Score: Raw -522539780.409056 + Penalty 488646.756571 = -522051133.652486
  nChanged 145
Iteration 655Q (64872.230000 sec): 56 clusters
  Score: Raw -522539789.410773 + Penalty 488646.756571 = -522051142.654203
  nChanged 140
Iteration 656Q (64906.420000 sec): 56 clusters
  Score: Raw -522539797.297155 + Penalty 488646.756571 = -522051150.540585
  nChanged 110
Iteration 657Q (64940.290000 sec): 56 clusters
  Score: Raw -522539803.430335 + Penalty 488646.756571 = -522051156.673764
  nChanged 104
Iteration 658Q (64974.020000 sec): 56 clusters
  Score: Raw -522539810.196257 + Penalty 488646.756571 = -522051163.439686
  nChanged 102
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522539810.196257 + Penalty 488646.756571 = -522051163.439686
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (44338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64974.590000 sec): 2 clusters
  Score: Raw -11241275.358622 + Penalty 6553.503393 = -11234721.855229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64974.910000 sec): 3 clusters
  Score: Raw -11215740.309488 + Penalty 13107.006786 = -11202633.302703
  nChanged 19370
		SP:Iteration 1F (64975.230000 sec): 3 clusters
  Score: Raw -11226424.020462 + Penalty 13107.006786 = -11213317.013676
  nChanged 2685
		SP:Iteration 2F (64975.560000 sec): 3 clusters
  Score: Raw -11227686.536481 + Penalty 13107.006786 = -11214579.529695
  nChanged 2374
		SP:Iteration 3F (64975.880000 sec): 3 clusters
  Score: Raw -11228874.087731 + Penalty 13107.006786 = -11215767.080945
  nChanged 2301
		SP:Iteration 4F (64976.200000 sec): 3 clusters
  Score: Raw -11230114.792293 + Penalty 13107.006786 = -11217007.785507
  nChanged 2380
		SP:Iteration 5F (64976.520000 sec): 3 clusters
  Score: Raw -11231355.312503 + Penalty 13107.006786 = -11218248.305717
  nChanged 2256
		SP:Iteration 6F (64976.840000 sec): 3 clusters
  Score: Raw -11232472.065688 + Penalty 13107.006786 = -11219365.058902
  nChanged 2074
		SP:Iteration 7Q (64977.170000 sec): 3 clusters
  Score: Raw -11233488.158356 + Penalty 13107.006786 = -11220381.151570
  nChanged 1965
		SP:Iteration 8Q (64977.490000 sec): 3 clusters
  Score: Raw -11234428.641846 + Penalty 13107.006786 = -11221321.635060
  nChanged 1861
		SP:Iteration 9Q (64977.810000 sec): 3 clusters
  Score: Raw -11235334.619908 + Penalty 13107.006786 = -11222227.613122
  nChanged 1746
		SP:Iteration 10Q (64978.130000 sec): 3 clusters
  Score: Raw -11236156.339069 + Penalty 13107.006786 = -11223049.332284
  nChanged 1543
		SP:Iteration 11Q (64978.450000 sec): 3 clusters
  Score: Raw -11236824.982883 + Penalty 13107.006786 = -11223717.976098
  nChanged 1428
		SP:Iteration 12Q (64978.770000 sec): 3 clusters
  Score: Raw -11237422.627275 + Penalty 13107.006786 = -11224315.620490
  nChanged 1304
		SP:Iteration 13Q (64979.090000 sec): 3 clusters
  Score: Raw -11237957.876390 + Penalty 13107.006786 = -11224850.869604
  nChanged 1177
		SP:Iteration 14Q (64979.410000 sec): 3 clusters
  Score: Raw -11238441.373463 + Penalty 13107.006786 = -11225334.366677
  nChanged 1109
		SP:Iteration 15Q (64979.720000 sec): 3 clusters
  Score: Raw -11238932.171408 + Penalty 13107.006786 = -11225825.164622
  nChanged 1027
		SP:Iteration 16Q (64980.040000 sec): 3 clusters
  Score: Raw -11239389.473058 + Penalty 13107.006786 = -11226282.466273
  nChanged 971
		SP:Iteration 17Q (64980.360000 sec): 3 clusters
  Score: Raw -11239807.042646 + Penalty 13107.006786 = -11226700.035861
  nChanged 849
		SP:Iteration 18Q (64980.680000 sec): 3 clusters
  Score: Raw -11240156.468906 + Penalty 13107.006786 = -11227049.462120
  nChanged 810
		SP:Iteration 19Q (64981.010000 sec): 3 clusters
  Score: Raw -11240453.226149 + Penalty 13107.006786 = -11227346.219363
  nChanged 671
		SP:Iteration 20F (64981.340000 sec): 3 clusters
  Score: Raw -11240666.769839 + Penalty 13107.006786 = -11227559.763053
  nChanged 557
		SP:Iteration 21Q (64981.670000 sec): 3 clusters
  Score: Raw -11240836.792495 + Penalty 13107.006786 = -11227729.785709
  nChanged 494
		SP:Iteration 22Q (64981.990000 sec): 3 clusters
  Score: Raw -11240970.717899 + Penalty 13107.006786 = -11227863.711113
  nChanged 461
		SP:Iteration 23Q (64982.310000 sec): 3 clusters
  Score: Raw -11241093.737467 + Penalty 13107.006786 = -11227986.730681
  nChanged 423
		SP:Iteration 24Q (64982.630000 sec): 3 clusters
  Score: Raw -11241206.595319 + Penalty 13107.006786 = -11228099.588533
  nChanged 394
		SP:Iteration 25Q (64982.940000 sec): 3 clusters
  Score: Raw -11241312.998589 + Penalty 13107.006786 = -11228205.991803
  nChanged 367
		SP:Iteration 26Q (64983.260000 sec): 3 clusters
  Score: Raw -11241416.633744 + Penalty 13107.006786 = -11228309.626958
  nChanged 409
		SP:Iteration 27Q (64983.580000 sec): 3 clusters
  Score: Raw -11241534.255930 + Penalty 13107.006786 = -11228427.249145
  nChanged 413
		SP:Iteration 28Q (64983.890000 sec): 3 clusters
  Score: Raw -11241650.574072 + Penalty 13107.006786 = -11228543.567286
  nChanged 417
		SP:Iteration 29Q (64984.200000 sec): 3 clusters
  Score: Raw -11241768.358975 + Penalty 13107.006786 = -11228661.352190
  nChanged 426
		SP:Iteration 30Q (64984.520000 sec): 3 clusters
  Score: Raw -11241903.794579 + Penalty 13107.006786 = -11228796.787793
  nChanged 454
		SP:Iteration 31Q (64984.830000 sec): 3 clusters
  Score: Raw -11242059.482791 + Penalty 13107.006786 = -11228952.476006
  nChanged 484
		SP:Iteration 32Q (64985.140000 sec): 3 clusters
  Score: Raw -11242242.607903 + Penalty 13107.006786 = -11229135.601117
  nChanged 497
		SP:Iteration 33Q (64985.450000 sec): 3 clusters
  Score: Raw -11242437.905977 + Penalty 13107.006786 = -11229330.899191
  nChanged 489
		SP:Iteration 34Q (64985.750000 sec): 3 clusters
  Score: Raw -11242667.763272 + Penalty 13107.006786 = -11229560.756486
  nChanged 506
		SP:Iteration 35Q (64986.060000 sec): 3 clusters
  Score: Raw -11242915.614442 + Penalty 13107.006786 = -11229808.607657
  nChanged 515
		SP:Iteration 36Q (64986.360000 sec): 3 clusters
  Score: Raw -11243184.246000 + Penalty 13107.006786 = -11230077.239214
  nChanged 477
		SP:Iteration 37Q (64986.660000 sec): 3 clusters
  Score: Raw -11243433.580223 + Penalty 13107.006786 = -11230326.573437
  nChanged 429
		SP:Iteration 38Q (64986.960000 sec): 3 clusters
  Score: Raw -11243669.667749 + Penalty 13107.006786 = -11230562.660963
  nChanged 385
		SP:Iteration 39Q (64987.250000 sec): 3 clusters
  Score: Raw -11243859.542955 + Penalty 13107.006786 = -11230752.536170
  nChanged 352
		SP:Iteration 40F (64987.580000 sec): 3 clusters
  Score: Raw -11244013.984972 + Penalty 13107.006786 = -11230906.978186
  nChanged 295
		SP:Iteration 41Q (64987.880000 sec): 3 clusters
  Score: Raw -11244122.478944 + Penalty 13107.006786 = -11231015.472158
  nChanged 227
		SP:Iteration 42Q (64988.160000 sec): 3 clusters
  Score: Raw -11244178.773187 + Penalty 13107.006786 = -11231071.766401
  nChanged 159
		SP:Iteration 43Q (64988.450000 sec): 3 clusters
  Score: Raw -11244215.019415 + Penalty 13107.006786 = -11231108.012629
  nChanged 134
		SP:Iteration 44Q (64988.720000 sec): 3 clusters
  Score: Raw -11244248.219939 + Penalty 13107.006786 = -11231141.213153
  nChanged 99
		SP:Iteration 45Q (64988.990000 sec): 3 clusters
  Score: Raw -11244270.002499 + Penalty 13107.006786 = -11231162.995713
  nChanged 96
		SP:Iteration 46Q (64989.260000 sec): 3 clusters
  Score: Raw -11244290.515348 + Penalty 13107.006786 = -11231183.508562
  nChanged 85
		SP:Iteration 47Q (64989.530000 sec): 3 clusters
  Score: Raw -11244308.487842 + Penalty 13107.006786 = -11231201.481056
  nChanged 70
		SP:Iteration 48Q (64989.800000 sec): 3 clusters
  Score: Raw -11244324.072092 + Penalty 13107.006786 = -11231217.065306
  nChanged 58
		SP:Iteration 49Q (64990.070000 sec): 3 clusters
  Score: Raw -11244339.401994 + Penalty 13107.006786 = -11231232.395208
  nChanged 62
		SP:Iteration 50Q (64990.340000 sec): 3 clusters
  Score: Raw -11244356.695757 + Penalty 13107.006786 = -11231249.688971
  nChanged 81
		SP:Iteration 51Q (64990.610000 sec): 3 clusters
  Score: Raw -11244377.374785 + Penalty 13107.006786 = -11231270.367999
  nChanged 81
		SP:Iteration 52Q (64990.880000 sec): 3 clusters
  Score: Raw -11244406.797392 + Penalty 13107.006786 = -11231299.790606
  nChanged 90
		SP:Iteration 53Q (64991.140000 sec): 3 clusters
  Score: Raw -11244450.367445 + Penalty 13107.006786 = -11231343.360660
  nChanged 104
		SP:Iteration 54Q (64991.410000 sec): 3 clusters
  Score: Raw -11244496.708897 + Penalty 13107.006786 = -11231389.702111
  nChanged 117
		SP:Iteration 55Q (64991.670000 sec): 3 clusters
  Score: Raw -11244547.553068 + Penalty 13107.006786 = -11231440.546283
  nChanged 120
		SP:Iteration 56Q (64991.940000 sec): 3 clusters
  Score: Raw -11244610.493780 + Penalty 13107.006786 = -11231503.486994
  nChanged 119
		SP:Iteration 57Q (64992.210000 sec): 3 clusters
  Score: Raw -11244668.538757 + Penalty 13107.006786 = -11231561.531971
  nChanged 105
		SP:Iteration 58Q (64992.480000 sec): 3 clusters
  Score: Raw -11244714.423994 + Penalty 13107.006786 = -11231607.417208
  nChanged 92
		SP:Iteration 59Q (64992.750000 sec): 3 clusters
  Score: Raw -11244748.381056 + Penalty 13107.006786 = -11231641.374271
  nChanged 81
		SP:Iteration 60F (64993.090000 sec): 3 clusters
  Score: Raw -11244776.694309 + Penalty 13107.006786 = -11231669.687523
  nChanged 65
		SP:Iteration 61Q (64993.360000 sec): 3 clusters
  Score: Raw -11244793.530767 + Penalty 13107.006786 = -11231686.523982
  nChanged 53
		SP:Iteration 62Q (64993.620000 sec): 3 clusters
  Score: Raw -11244803.980586 + Penalty 13107.006786 = -11231696.973801
  nChanged 38
		SP:Iteration 63Q (64993.890000 sec): 3 clusters
  Score: Raw -11244810.070268 + Penalty 13107.006786 = -11231703.063482
  nChanged 21
		SP:Iteration 64Q (64994.160000 sec): 3 clusters
  Score: Raw -11244813.042642 + Penalty 13107.006786 = -11231706.035856
  nChanged 15
		SP:Iteration 65Q (64994.410000 sec): 3 clusters
  Score: Raw -11244815.526971 + Penalty 13107.006786 = -11231708.520186
  nChanged 17
		SP:Iteration 66Q (64994.670000 sec): 3 clusters
  Score: Raw -11244818.083406 + Penalty 13107.006786 = -11231711.076621
  nChanged 19
		SP:Iteration 67Q (64994.920000 sec): 3 clusters
  Score: Raw -11244820.471448 + Penalty 13107.006786 = -11231713.464663
  nChanged 16
		SP:Iteration 68Q (64995.180000 sec): 3 clusters
  Score: Raw -11244822.373105 + Penalty 13107.006786 = -11231715.366319
  nChanged 14
		SP:Iteration 69Q (64995.440000 sec): 3 clusters
  Score: Raw -11244824.096198 + Penalty 13107.006786 = -11231717.089412
  nChanged 15
		SP:Iteration 70Q (64995.690000 sec): 3 clusters
  Score: Raw -11244826.116633 + Penalty 13107.006786 = -11231719.109847
  nChanged 9
		SP:Iteration 71Q (64995.950000 sec): 3 clusters
  Score: Raw -11244827.407082 + Penalty 13107.006786 = -11231720.400296
  nChanged 10
		SP:Iteration 72Q (64996.210000 sec): 3 clusters
  Score: Raw -11244828.685605 + Penalty 13107.006786 = -11231721.678820
  nChanged 10
		SP:Iteration 73Q (64996.460000 sec): 3 clusters
  Score: Raw -11244829.911296 + Penalty 13107.006786 = -11231722.904510
  nChanged 7
		SP:Iteration 74Q (64996.710000 sec): 3 clusters
  Score: Raw -11244830.785599 + Penalty 13107.006786 = -11231723.778813
  nChanged 11
		SP:Iteration 75Q (64996.970000 sec): 3 clusters
  Score: Raw -11244832.012643 + Penalty 13107.006786 = -11231725.005858
  nChanged 4
		SP:Iteration 76Q (64997.230000 sec): 3 clusters
  Score: Raw -11244832.618882 + Penalty 13107.006786 = -11231725.612096
  nChanged 4
		SP:Iteration 77Q (64997.480000 sec): 3 clusters
  Score: Raw -11244832.981152 + Penalty 13107.006786 = -11231725.974366
  nChanged 2
		SP:Iteration 78Q (64997.730000 sec): 3 clusters
  Score: Raw -11244833.262015 + Penalty 13107.006786 = -11231726.255229
  nChanged 0
		SP:Iteration 79F (64998.050000 sec): 3 clusters
  Score: Raw -11244833.262015 + Penalty 13107.006786 = -11231726.255229
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (34913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64998.270000 sec): 2 clusters
  Score: Raw -9320294.128859 + Penalty 6407.126401 = -9313887.002459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64998.530000 sec): 3 clusters
  Score: Raw -9300736.620170 + Penalty 12814.252801 = -9287922.367369
  nChanged 14894
		SP:Iteration 1F (64998.780000 sec): 3 clusters
  Score: Raw -9308587.793354 + Penalty 12814.252801 = -9295773.540553
  nChanged 2003
		SP:Iteration 2F (64999.040000 sec): 3 clusters
  Score: Raw -9309383.873927 + Penalty 12814.252801 = -9296569.621126
  nChanged 1597
		SP:Iteration 3Q (64999.300000 sec): 3 clusters
  Score: Raw -9309969.020266 + Penalty 12814.252801 = -9297154.767465
  nChanged 1344
		SP:Iteration 4Q (64999.570000 sec): 3 clusters
  Score: Raw -9310508.237756 + Penalty 12814.252801 = -9297693.984955
  nChanged 1334
		SP:Iteration 5Q (64999.830000 sec): 3 clusters
  Score: Raw -9311125.752073 + Penalty 12814.252801 = -9298311.499272
  nChanged 1485
		SP:Iteration 6Q (65000.100000 sec): 3 clusters
  Score: Raw -9312004.452136 + Penalty 12814.252801 = -9299190.199335
  nChanged 1883
		SP:Iteration 7F (65000.370000 sec): 3 clusters
  Score: Raw -9313437.340708 + Penalty 12814.252801 = -9300623.087907
  nChanged 2388
		SP:Iteration 8F (65000.630000 sec): 3 clusters
  Score: Raw -9315624.252968 + Penalty 12814.252801 = -9302810.000167
  nChanged 2622
		SP:Iteration 9F (65000.890000 sec): 3 clusters
  Score: Raw -9318140.366816 + Penalty 12814.252801 = -9305326.114015
  nChanged 2462
		SP:Iteration 10F (65001.150000 sec): 3 clusters
  Score: Raw -9320196.451815 + Penalty 12814.252801 = -9307382.199014
  nChanged 1793
		SP:Iteration 11F (65001.410000 sec): 3 clusters
  Score: Raw -9321420.607052 + Penalty 12814.252801 = -9308606.354251
  nChanged 1218
		SP:Iteration 12Q (65001.680000 sec): 3 clusters
  Score: Raw -9322158.635900 + Penalty 12814.252801 = -9309344.383099
  nChanged 821
		SP:Iteration 13Q (65001.940000 sec): 3 clusters
  Score: Raw -9322618.997585 + Penalty 12814.252801 = -9309804.744784
  nChanged 560
		SP:Iteration 14Q (65002.200000 sec): 3 clusters
  Score: Raw -9322926.382674 + Penalty 12814.252801 = -9310112.129873
  nChanged 427
		SP:Iteration 15Q (65002.450000 sec): 3 clusters
  Score: Raw -9323158.895650 + Penalty 12814.252801 = -9310344.642848
  nChanged 324
		SP:Iteration 16Q (65002.710000 sec): 3 clusters
  Score: Raw -9323348.265430 + Penalty 12814.252801 = -9310534.012628
  nChanged 321
		SP:Iteration 17Q (65002.960000 sec): 3 clusters
  Score: Raw -9323537.002006 + Penalty 12814.252801 = -9310722.749204
  nChanged 263
		SP:Iteration 18Q (65003.210000 sec): 3 clusters
  Score: Raw -9323694.881604 + Penalty 12814.252801 = -9310880.628803
  nChanged 233
		SP:Iteration 19Q (65003.450000 sec): 3 clusters
  Score: Raw -9323819.820657 + Penalty 12814.252801 = -9311005.567856
  nChanged 221
		SP:Iteration 20F (65003.720000 sec): 3 clusters
  Score: Raw -9323927.385054 + Penalty 12814.252801 = -9311113.132253
  nChanged 179
		SP:Iteration 21Q (65003.950000 sec): 3 clusters
  Score: Raw -9324020.695053 + Penalty 12814.252801 = -9311206.442252
  nChanged 174
		SP:Iteration 22Q (65004.180000 sec): 3 clusters
  Score: Raw -9324102.247622 + Penalty 12814.252801 = -9311287.994821
  nChanged 165
		SP:Iteration 23Q (65004.410000 sec): 3 clusters
  Score: Raw -9324180.035842 + Penalty 12814.252801 = -9311365.783040
  nChanged 130
		SP:Iteration 24Q (65004.630000 sec): 3 clusters
  Score: Raw -9324225.645833 + Penalty 12814.252801 = -9311411.393031
  nChanged 75
		SP:Iteration 25Q (65004.850000 sec): 3 clusters
  Score: Raw -9324251.329192 + Penalty 12814.252801 = -9311437.076391
  nChanged 71
		SP:Iteration 26Q (65005.070000 sec): 3 clusters
  Score: Raw -9324273.187130 + Penalty 12814.252801 = -9311458.934329
  nChanged 50
		SP:Iteration 27Q (65005.290000 sec): 3 clusters
  Score: Raw -9324288.787496 + Penalty 12814.252801 = -9311474.534695
  nChanged 39
		SP:Iteration 28Q (65005.510000 sec): 3 clusters
  Score: Raw -9324300.236211 + Penalty 12814.252801 = -9311485.983410
  nChanged 34
		SP:Iteration 29Q (65005.720000 sec): 3 clusters
  Score: Raw -9324309.672454 + Penalty 12814.252801 = -9311495.419653
  nChanged 25
		SP:Iteration 30Q (65005.940000 sec): 3 clusters
  Score: Raw -9324316.146771 + Penalty 12814.252801 = -9311501.893970
  nChanged 27
		SP:Iteration 31Q (65006.150000 sec): 3 clusters
  Score: Raw -9324322.739966 + Penalty 12814.252801 = -9311508.487165
  nChanged 17
		SP:Iteration 32Q (65006.370000 sec): 3 clusters
  Score: Raw -9324326.714635 + Penalty 12814.252801 = -9311512.461834
  nChanged 15
		SP:Iteration 33Q (65006.580000 sec): 3 clusters
  Score: Raw -9324330.461509 + Penalty 12814.252801 = -9311516.208707
  nChanged 16
		SP:Iteration 34Q (65006.800000 sec): 3 clusters
  Score: Raw -9324334.015390 + Penalty 12814.252801 = -9311519.762588
  nChanged 13
		SP:Iteration 35Q (65007.010000 sec): 3 clusters
  Score: Raw -9324337.262651 + Penalty 12814.252801 = -9311523.009850
  nChanged 17
		SP:Iteration 36Q (65007.220000 sec): 3 clusters
  Score: Raw -9324340.948950 + Penalty 12814.252801 = -9311526.696148
  nChanged 19
		SP:Iteration 37Q (65007.440000 sec): 3 clusters
  Score: Raw -9324346.060882 + Penalty 12814.252801 = -9311531.808081
  nChanged 14
		SP:Iteration 38Q (65007.650000 sec): 3 clusters
  Score: Raw -9324349.767514 + Penalty 12814.252801 = -9311535.514713
  nChanged 17
		SP:Iteration 39Q (65007.860000 sec): 3 clusters
  Score: Raw -9324354.587052 + Penalty 12814.252801 = -9311540.334250
  nChanged 19
		SP:Iteration 40F (65008.120000 sec): 3 clusters
  Score: Raw -9324360.016715 + Penalty 12814.252801 = -9311545.763914
  nChanged 10
		SP:Iteration 41Q (65008.330000 sec): 3 clusters
  Score: Raw -9324363.654470 + Penalty 12814.252801 = -9311549.401668
  nChanged 18
		SP:Iteration 42Q (65008.540000 sec): 3 clusters
  Score: Raw -9324368.064011 + Penalty 12814.252801 = -9311553.811210
  nChanged 20
		SP:Iteration 43Q (65008.760000 sec): 3 clusters
  Score: Raw -9324372.844886 + Penalty 12814.252801 = -9311558.592084
  nChanged 9
		SP:Iteration 44Q (65008.960000 sec): 3 clusters
  Score: Raw -9324375.154662 + Penalty 12814.252801 = -9311560.901860
  nChanged 9
		SP:Iteration 45Q (65009.180000 sec): 3 clusters
  Score: Raw -9324377.131964 + Penalty 12814.252801 = -9311562.879163
  nChanged 10
		SP:Iteration 46Q (65009.380000 sec): 3 clusters
  Score: Raw -9324379.678331 + Penalty 12814.252801 = -9311565.425530
  nChanged 7
		SP:Iteration 47Q (65009.580000 sec): 3 clusters
  Score: Raw -9324381.361607 + Penalty 12814.252801 = -9311567.108806
  nChanged 6
		SP:Iteration 48Q (65009.780000 sec): 3 clusters
  Score: Raw -9324382.589379 + Penalty 12814.252801 = -9311568.336577
  nChanged 3
		SP:Iteration 49Q (65009.980000 sec): 3 clusters
  Score: Raw -9324384.165350 + Penalty 12814.252801 = -9311569.912549
  nChanged 6
		SP:Iteration 50Q (65010.180000 sec): 3 clusters
  Score: Raw -9324385.546619 + Penalty 12814.252801 = -9311571.293818
  nChanged 3
		SP:Iteration 51Q (65010.380000 sec): 3 clusters
  Score: Raw -9324386.368932 + Penalty 12814.252801 = -9311572.116131
  nChanged 5
		SP:Iteration 52Q (65010.580000 sec): 3 clusters
  Score: Raw -9324388.250331 + Penalty 12814.252801 = -9311573.997529
  nChanged 3
		SP:Iteration 53Q (65010.780000 sec): 3 clusters
  Score: Raw -9324389.237062 + Penalty 12814.252801 = -9311574.984260
  nChanged 3
		SP:Iteration 54Q (65010.990000 sec): 3 clusters
  Score: Raw -9324390.051301 + Penalty 12814.252801 = -9311575.798499
  nChanged 2
		SP:Iteration 55Q (65011.190000 sec): 3 clusters
  Score: Raw -9324390.331054 + Penalty 12814.252801 = -9311576.078253
  nChanged 0
		SP:Iteration 56F (65011.440000 sec): 3 clusters
  Score: Raw -9324390.331054 + Penalty 12814.252801 = -9311576.078253
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (125132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65012.250000 sec): 2 clusters
  Score: Raw -33506027.525766 + Penalty 7188.988731 = -33498838.537035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65013.170000 sec): 3 clusters
  Score: Raw -33428572.235966 + Penalty 14377.977462 = -33414194.258503
  nChanged 57746
		SP:Iteration 1F (65014.090000 sec): 3 clusters
  Score: Raw -33460635.740310 + Penalty 14377.977462 = -33446257.762847
  nChanged 4798
		SP:Iteration 2Q (65015.050000 sec): 3 clusters
  Score: Raw -33461931.677521 + Penalty 14377.977462 = -33447553.700059
  nChanged 4691
		SP:Iteration 3Q (65016.000000 sec): 3 clusters
  Score: Raw -33463266.546134 + Penalty 14377.977462 = -33448888.568671
  nChanged 4762
		SP:Iteration 4Q (65016.960000 sec): 3 clusters
  Score: Raw -33464814.897465 + Penalty 14377.977462 = -33450436.920003
  nChanged 5201
		SP:Iteration 5Q (65017.920000 sec): 3 clusters
  Score: Raw -33466762.648522 + Penalty 14377.977462 = -33452384.671060
  nChanged 5922
		SP:Iteration 6Q (65018.880000 sec): 3 clusters
  Score: Raw -33469280.454924 + Penalty 14377.977462 = -33454902.477461
  nChanged 6497
		SP:Iteration 7F (65019.830000 sec): 3 clusters
  Score: Raw -33472301.934412 + Penalty 14377.977462 = -33457923.956950
  nChanged 6841
		SP:Iteration 8F (65020.770000 sec): 3 clusters
  Score: Raw -33475755.341624 + Penalty 14377.977462 = -33461377.364161
  nChanged 7032
		SP:Iteration 9F (65021.720000 sec): 3 clusters
  Score: Raw -33479649.037386 + Penalty 14377.977462 = -33465271.059924
  nChanged 6978
		SP:Iteration 10F (65022.670000 sec): 3 clusters
  Score: Raw -33483843.546520 + Penalty 14377.977462 = -33469465.569057
  nChanged 6728
		SP:Iteration 11F (65023.610000 sec): 3 clusters
  Score: Raw -33488238.381198 + Penalty 14377.977462 = -33473860.403736
  nChanged 6306
		SP:Iteration 12F (65024.550000 sec): 3 clusters
  Score: Raw -33492663.032666 + Penalty 14377.977462 = -33478285.055204
  nChanged 5595
		SP:Iteration 13Q (65025.500000 sec): 3 clusters
  Score: Raw -33496742.131868 + Penalty 14377.977462 = -33482364.154405
  nChanged 4537
		SP:Iteration 14Q (65026.430000 sec): 3 clusters
  Score: Raw -33500102.815701 + Penalty 14377.977462 = -33485724.838239
  nChanged 3372
		SP:Iteration 15Q (65027.350000 sec): 3 clusters
  Score: Raw -33502595.120730 + Penalty 14377.977462 = -33488217.143267
  nChanged 2264
		SP:Iteration 16Q (65028.210000 sec): 3 clusters
  Score: Raw -33504263.450564 + Penalty 14377.977462 = -33489885.473102
  nChanged 1353
		SP:Iteration 17Q (65029.020000 sec): 3 clusters
  Score: Raw -33505285.753510 + Penalty 14377.977462 = -33490907.776048
  nChanged 838
		SP:Iteration 18Q (65029.780000 sec): 3 clusters
  Score: Raw -33505919.360944 + Penalty 14377.977462 = -33491541.383482
  nChanged 503
		SP:Iteration 19Q (65030.500000 sec): 3 clusters
  Score: Raw -33506310.853648 + Penalty 14377.977462 = -33491932.876186
  nChanged 319
		SP:Iteration 20F (65031.440000 sec): 3 clusters
  Score: Raw -33506575.931178 + Penalty 14377.977462 = -33492197.953715
  nChanged 220
		SP:Iteration 21Q (65032.130000 sec): 3 clusters
  Score: Raw -33506735.142847 + Penalty 14377.977462 = -33492357.165384
  nChanged 121
		SP:Iteration 22Q (65032.800000 sec): 3 clusters
  Score: Raw -33506822.395451 + Penalty 14377.977462 = -33492444.417989
  nChanged 86
		SP:Iteration 23Q (65033.470000 sec): 3 clusters
  Score: Raw -33506884.651909 + Penalty 14377.977462 = -33492506.674447
  nChanged 62
		SP:Iteration 24Q (65034.140000 sec): 3 clusters
  Score: Raw -33506929.675445 + Penalty 14377.977462 = -33492551.697982
  nChanged 35
		SP:Iteration 25Q (65034.810000 sec): 3 clusters
  Score: Raw -33506956.531258 + Penalty 14377.977462 = -33492578.553796
  nChanged 36
		SP:Iteration 26Q (65035.470000 sec): 3 clusters
  Score: Raw -33506983.848059 + Penalty 14377.977462 = -33492605.870596
  nChanged 35
		SP:Iteration 27Q (65036.130000 sec): 3 clusters
  Score: Raw -33507008.877284 + Penalty 14377.977462 = -33492630.899821
  nChanged 26
		SP:Iteration 28Q (65036.800000 sec): 3 clusters
  Score: Raw -33507027.633282 + Penalty 14377.977462 = -33492649.655820
  nChanged 25
		SP:Iteration 29Q (65037.460000 sec): 3 clusters
  Score: Raw -33507047.972004 + Penalty 14377.977462 = -33492669.994541
  nChanged 19
		SP:Iteration 30Q (65038.120000 sec): 3 clusters
  Score: Raw -33507061.652003 + Penalty 14377.977462 = -33492683.674541
  nChanged 17
		SP:Iteration 31Q (65038.770000 sec): 3 clusters
  Score: Raw -33507072.052774 + Penalty 14377.977462 = -33492694.075312
  nChanged 16
		SP:Iteration 32Q (65039.430000 sec): 3 clusters
  Score: Raw -33507082.573091 + Penalty 14377.977462 = -33492704.595629
  nChanged 7
		SP:Iteration 33Q (65040.080000 sec): 3 clusters
  Score: Raw -33507086.736718 + Penalty 14377.977462 = -33492708.759256
  nChanged 4
		SP:Iteration 34Q (65040.740000 sec): 3 clusters
  Score: Raw -33507090.008205 + Penalty 14377.977462 = -33492712.030743
  nChanged 4
		SP:Iteration 35Q (65041.390000 sec): 3 clusters
  Score: Raw -33507091.787975 + Penalty 14377.977462 = -33492713.810512
  nChanged 0
		SP:Iteration 36F (65042.330000 sec): 3 clusters
  Score: Raw -33507091.787975 + Penalty 14377.977462 = -33492713.810512
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65042.420000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65042.420000 sec): 3 clusters
  Score: Raw -45405.002303 + Penalty 6508.677324 = -38896.324979
  nChanged 7
		SP:Iteration 1Q (65042.420000 sec): 3 clusters
  Score: Raw -45460.034190 + Penalty 6508.677324 = -38951.356866
  nChanged 1
		SP:Iteration 2Q (65042.420000 sec): 3 clusters
  Score: Raw -45467.992568 + Penalty 6508.677324 = -38959.315243
  nChanged 0
		SP:Iteration 3F (65042.420000 sec): 3 clusters
  Score: Raw -45467.992568 + Penalty 6508.677324 = -38959.315243
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65042.430000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65042.440000 sec): 3 clusters
  Score: Raw -136405.289088 + Penalty 7674.993986 = -128730.295103
  nChanged 43
		SP:Iteration 1F (65042.440000 sec): 3 clusters
  Score: Raw -136597.900928 + Penalty 7674.993986 = -128922.906943
  nChanged 13
		SP:Iteration 2Q (65042.440000 sec): 3 clusters
  Score: Raw -136652.692599 + Penalty 7674.993986 = -128977.698613
  nChanged 2
		SP:Iteration 3Q (65042.450000 sec): 3 clusters
  Score: Raw -136661.087356 + Penalty 7674.993986 = -128986.093371
  nChanged 3
		SP:Iteration 4Q (65042.450000 sec): 3 clusters
  Score: Raw -136669.699724 + Penalty 7674.993986 = -128994.705738
  nChanged 1
		SP:Iteration 5Q (65042.460000 sec): 3 clusters
  Score: Raw -136672.723233 + Penalty 7674.993986 = -128997.729247
  nChanged 0
		SP:Iteration 6F (65042.460000 sec): 3 clusters
  Score: Raw -136672.723233 + Penalty 7674.993986 = -128997.729247
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (104663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65043.180000 sec): 2 clusters
  Score: Raw -27955155.834145 + Penalty 7079.581828 = -27948076.252317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65043.980000 sec): 3 clusters
  Score: Raw -27890785.115201 + Penalty 14159.163656 = -27876625.951545
  nChanged 48125
		SP:Iteration 1F (65044.780000 sec): 3 clusters
  Score: Raw -27917093.761313 + Penalty 14159.163656 = -27902934.597657
  nChanged 4153
		SP:Iteration 2Q (65045.590000 sec): 3 clusters
  Score: Raw -27918286.056134 + Penalty 14159.163656 = -27904126.892478
  nChanged 4002
		SP:Iteration 3Q (65046.400000 sec): 3 clusters
  Score: Raw -27919499.507330 + Penalty 14159.163656 = -27905340.343674
  nChanged 3984
		SP:Iteration 4Q (65047.200000 sec): 3 clusters
  Score: Raw -27920891.118090 + Penalty 14159.163656 = -27906731.954434
  nChanged 4041
		SP:Iteration 5Q (65048.010000 sec): 3 clusters
  Score: Raw -27922528.912448 + Penalty 14159.163656 = -27908369.748791
  nChanged 4233
		SP:Iteration 6Q (65048.820000 sec): 3 clusters
  Score: Raw -27924562.745426 + Penalty 14159.163656 = -27910403.581770
  nChanged 4556
		SP:Iteration 7Q (65049.620000 sec): 3 clusters
  Score: Raw -27926821.090781 + Penalty 14159.163656 = -27912661.927125
  nChanged 4964
		SP:Iteration 8Q (65050.430000 sec): 3 clusters
  Score: Raw -27929070.788290 + Penalty 14159.163656 = -27914911.624634
  nChanged 4972
		SP:Iteration 9Q (65051.240000 sec): 3 clusters
  Score: Raw -27931094.587512 + Penalty 14159.163656 = -27916935.423856
  nChanged 4827
		SP:Iteration 10Q (65052.030000 sec): 3 clusters
  Score: Raw -27933013.655090 + Penalty 14159.163656 = -27918854.491434
  nChanged 4508
		SP:Iteration 11Q (65052.830000 sec): 3 clusters
  Score: Raw -27934777.463670 + Penalty 14159.163656 = -27920618.300014
  nChanged 4207
		SP:Iteration 12Q (65053.620000 sec): 3 clusters
  Score: Raw -27936302.925550 + Penalty 14159.163656 = -27922143.761894
  nChanged 3719
		SP:Iteration 13Q (65054.420000 sec): 3 clusters
  Score: Raw -27937564.363263 + Penalty 14159.163656 = -27923405.199607
  nChanged 3265
		SP:Iteration 14Q (65055.210000 sec): 3 clusters
  Score: Raw -27938563.079345 + Penalty 14159.163656 = -27924403.915689
  nChanged 2799
		SP:Iteration 15Q (65056.000000 sec): 3 clusters
  Score: Raw -27939370.372340 + Penalty 14159.163656 = -27925211.208684
  nChanged 2627
		SP:Iteration 16Q (65056.800000 sec): 3 clusters
  Score: Raw -27940125.809477 + Penalty 14159.163656 = -27925966.645821
  nChanged 2423
		SP:Iteration 17Q (65057.590000 sec): 3 clusters
  Score: Raw -27940822.582443 + Penalty 14159.163656 = -27926663.418787
  nChanged 2284
		SP:Iteration 18Q (65058.390000 sec): 3 clusters
  Score: Raw -27941506.175375 + Penalty 14159.163656 = -27927347.011719
  nChanged 2319
		SP:Iteration 19Q (65059.150000 sec): 3 clusters
  Score: Raw -27942301.153249 + Penalty 14159.163656 = -27928141.989593
  nChanged 2477
		SP:Iteration 20F (65059.920000 sec): 3 clusters
  Score: Raw -27943300.454352 + Penalty 14159.163656 = -27929141.290696
  nChanged 2797
		SP:Iteration 21Q (65060.710000 sec): 3 clusters
  Score: Raw -27944732.076732 + Penalty 14159.163656 = -27930572.913076
  nChanged 3121
		SP:Iteration 22Q (65061.500000 sec): 3 clusters
  Score: Raw -27946739.705889 + Penalty 14159.163656 = -27932580.542233
  nChanged 3326
		SP:Iteration 23Q (65062.300000 sec): 3 clusters
  Score: Raw -27949515.082249 + Penalty 14159.163656 = -27935355.918593
  nChanged 3233
		SP:Iteration 24Q (65063.090000 sec): 3 clusters
  Score: Raw -27952571.436415 + Penalty 14159.163656 = -27938412.272759
  nChanged 2796
		SP:Iteration 25Q (65063.860000 sec): 3 clusters
  Score: Raw -27954986.798292 + Penalty 14159.163656 = -27940827.634635
  nChanged 2213
		SP:Iteration 26Q (65064.590000 sec): 3 clusters
  Score: Raw -27956628.113784 + Penalty 14159.163656 = -27942468.950128
  nChanged 1657
		SP:Iteration 27Q (65065.280000 sec): 3 clusters
  Score: Raw -27957689.476406 + Penalty 14159.163656 = -27943530.312750
  nChanged 1352
		SP:Iteration 28Q (65065.960000 sec): 3 clusters
  Score: Raw -27958456.107908 + Penalty 14159.163656 = -27944296.944252
  nChanged 1059
		SP:Iteration 29Q (65066.610000 sec): 3 clusters
  Score: Raw -27959030.273692 + Penalty 14159.163656 = -27944871.110036
  nChanged 860
		SP:Iteration 30Q (65067.240000 sec): 3 clusters
  Score: Raw -27959528.306099 + Penalty 14159.163656 = -27945369.142443
  nChanged 684
		SP:Iteration 31Q (65067.860000 sec): 3 clusters
  Score: Raw -27959908.000387 + Penalty 14159.163656 = -27945748.836731
  nChanged 553
		SP:Iteration 32Q (65068.480000 sec): 3 clusters
  Score: Raw -27960185.332924 + Penalty 14159.163656 = -27946026.169268
  nChanged 436
		SP:Iteration 33Q (65069.080000 sec): 3 clusters
  Score: Raw -27960370.020533 + Penalty 14159.163656 = -27946210.856877
  nChanged 358
		SP:Iteration 34Q (65069.680000 sec): 3 clusters
  Score: Raw -27960503.830302 + Penalty 14159.163656 = -27946344.666646
  nChanged 284
		SP:Iteration 35Q (65070.270000 sec): 3 clusters
  Score: Raw -27960598.892145 + Penalty 14159.163656 = -27946439.728489
  nChanged 238
		SP:Iteration 36Q (65070.860000 sec): 3 clusters
  Score: Raw -27960665.683795 + Penalty 14159.163656 = -27946506.520139
  nChanged 167
		SP:Iteration 37Q (65071.440000 sec): 3 clusters
  Score: Raw -27960703.676006 + Penalty 14159.163656 = -27946544.512350
  nChanged 120
		SP:Iteration 38Q (65072.030000 sec): 3 clusters
  Score: Raw -27960723.905180 + Penalty 14159.163656 = -27946564.741524
  nChanged 77
		SP:Iteration 39Q (65072.610000 sec): 3 clusters
  Score: Raw -27960736.203457 + Penalty 14159.163656 = -27946577.039801
  nChanged 65
		SP:Iteration 40F (65073.410000 sec): 3 clusters
  Score: Raw -27960746.329837 + Penalty 14159.163656 = -27946587.166181
  nChanged 41
		SP:Iteration 41Q (65073.990000 sec): 3 clusters
  Score: Raw -27960752.495546 + Penalty 14159.163656 = -27946593.331890
  nChanged 41
		SP:Iteration 42Q (65074.580000 sec): 3 clusters
  Score: Raw -27960758.361775 + Penalty 14159.163656 = -27946599.198119
  nChanged 38
		SP:Iteration 43Q (65075.170000 sec): 3 clusters
  Score: Raw -27960763.320220 + Penalty 14159.163656 = -27946604.156564
  nChanged 35
		SP:Iteration 44Q (65075.760000 sec): 3 clusters
  Score: Raw -27960767.786619 + Penalty 14159.163656 = -27946608.622963
  nChanged 22
		SP:Iteration 45Q (65076.350000 sec): 3 clusters
  Score: Raw -27960770.255850 + Penalty 14159.163656 = -27946611.092194
  nChanged 16
		SP:Iteration 46Q (65076.930000 sec): 3 clusters
  Score: Raw -27960772.452190 + Penalty 14159.163656 = -27946613.288534
  nChanged 15
		SP:Iteration 47Q (65077.520000 sec): 3 clusters
  Score: Raw -27960774.326744 + Penalty 14159.163656 = -27946615.163088
  nChanged 13
		SP:Iteration 48Q (65078.100000 sec): 3 clusters
  Score: Raw -27960776.333798 + Penalty 14159.163656 = -27946617.170142
  nChanged 11
		SP:Iteration 49Q (65078.690000 sec): 3 clusters
  Score: Raw -27960777.505507 + Penalty 14159.163656 = -27946618.341851
  nChanged 9
		SP:Iteration 50Q (65079.280000 sec): 3 clusters
  Score: Raw -27960778.810761 + Penalty 14159.163656 = -27946619.647105
  nChanged 10
		SP:Iteration 51Q (65079.860000 sec): 3 clusters
  Score: Raw -27960780.104975 + Penalty 14159.163656 = -27946620.941319
  nChanged 9
		SP:Iteration 52Q (65080.450000 sec): 3 clusters
  Score: Raw -27960781.061919 + Penalty 14159.163656 = -27946621.898262
  nChanged 5
		SP:Iteration 53Q (65081.030000 sec): 3 clusters
  Score: Raw -27960781.551977 + Penalty 14159.163656 = -27946622.388321
  nChanged 4
		SP:Iteration 54Q (65081.620000 sec): 3 clusters
  Score: Raw -27960781.954727 + Penalty 14159.163656 = -27946622.791071
  nChanged 2
		SP:Iteration 55Q (65082.200000 sec): 3 clusters
  Score: Raw -27960782.150098 + Penalty 14159.163656 = -27946622.986442
  nChanged 3
		SP:Iteration 56Q (65082.780000 sec): 3 clusters
  Score: Raw -27960782.366630 + Penalty 14159.163656 = -27946623.202974
  nChanged 2
		SP:Iteration 57Q (65083.370000 sec): 3 clusters
  Score: Raw -27960782.466368 + Penalty 14159.163656 = -27946623.302712
  nChanged 0
		SP:Iteration 58F (65084.160000 sec): 3 clusters
  Score: Raw -27960782.466368 + Penalty 14159.163656 = -27946623.302712
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (16900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65084.330000 sec): 2 clusters
  Score: Raw -4480742.189232 + Penalty 5962.729702 = -4474779.459530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65084.460000 sec): 3 clusters
  Score: Raw -4472190.009878 + Penalty 11925.459404 = -4460264.550474
  nChanged 6768
		SP:Iteration 1F (65084.590000 sec): 3 clusters
  Score: Raw -4475947.406618 + Penalty 11925.459404 = -4464021.947214
  nChanged 1277
		SP:Iteration 2F (65084.720000 sec): 3 clusters
  Score: Raw -4476778.263320 + Penalty 11925.459404 = -4464852.803916
  nChanged 1056
		SP:Iteration 3F (65084.840000 sec): 3 clusters
  Score: Raw -4477606.626708 + Penalty 11925.459404 = -4465681.167305
  nChanged 995
		SP:Iteration 4F (65084.980000 sec): 3 clusters
  Score: Raw -4478473.020068 + Penalty 11925.459404 = -4466547.560665
  nChanged 1079
		SP:Iteration 5F (65085.100000 sec): 3 clusters
  Score: Raw -4479444.893480 + Penalty 11925.459404 = -4467519.434076
  nChanged 1139
		SP:Iteration 6F (65085.230000 sec): 3 clusters
  Score: Raw -4480443.524840 + Penalty 11925.459404 = -4468518.065436
  nChanged 1048
		SP:Iteration 7F (65085.360000 sec): 3 clusters
  Score: Raw -4481277.599660 + Penalty 11925.459404 = -4469352.140256
  nChanged 822
		SP:Iteration 8Q (65085.490000 sec): 3 clusters
  Score: Raw -4481826.602773 + Penalty 11925.459404 = -4469901.143369
  nChanged 591
		SP:Iteration 9Q (65085.610000 sec): 3 clusters
  Score: Raw -4482172.922653 + Penalty 11925.459404 = -4470247.463249
  nChanged 433
		SP:Iteration 10Q (65085.740000 sec): 3 clusters
  Score: Raw -4482394.477545 + Penalty 11925.459404 = -4470469.018141
  nChanged 322
		SP:Iteration 11Q (65085.860000 sec): 3 clusters
  Score: Raw -4482543.728819 + Penalty 11925.459404 = -4470618.269415
  nChanged 252
		SP:Iteration 12Q (65085.990000 sec): 3 clusters
  Score: Raw -4482648.337346 + Penalty 11925.459404 = -4470722.877942
  nChanged 180
		SP:Iteration 13Q (65086.110000 sec): 3 clusters
  Score: Raw -4482719.530788 + Penalty 11925.459404 = -4470794.071385
  nChanged 157
		SP:Iteration 14Q (65086.240000 sec): 3 clusters
  Score: Raw -4482775.246191 + Penalty 11925.459404 = -4470849.786788
  nChanged 107
		SP:Iteration 15Q (65086.350000 sec): 3 clusters
  Score: Raw -4482813.000603 + Penalty 11925.459404 = -4470887.541199
  nChanged 87
		SP:Iteration 16Q (65086.470000 sec): 3 clusters
  Score: Raw -4482841.684740 + Penalty 11925.459404 = -4470916.225337
  nChanged 70
		SP:Iteration 17Q (65086.590000 sec): 3 clusters
  Score: Raw -4482863.514204 + Penalty 11925.459404 = -4470938.054801
  nChanged 63
		SP:Iteration 18Q (65086.710000 sec): 3 clusters
  Score: Raw -4482882.885362 + Penalty 11925.459404 = -4470957.425959
  nChanged 55
		SP:Iteration 19Q (65086.830000 sec): 3 clusters
  Score: Raw -4482899.854218 + Penalty 11925.459404 = -4470974.394814
  nChanged 54
		SP:Iteration 20F (65086.950000 sec): 3 clusters
  Score: Raw -4482921.238774 + Penalty 11925.459404 = -4470995.779370
  nChanged 63
		SP:Iteration 21Q (65087.070000 sec): 3 clusters
  Score: Raw -4482943.335999 + Penalty 11925.459404 = -4471017.876596
  nChanged 67
		SP:Iteration 22Q (65087.190000 sec): 3 clusters
  Score: Raw -4482966.427623 + Penalty 11925.459404 = -4471040.968220
  nChanged 72
		SP:Iteration 23Q (65087.300000 sec): 3 clusters
  Score: Raw -4482991.713495 + Penalty 11925.459404 = -4471066.254092
  nChanged 70
		SP:Iteration 24Q (65087.420000 sec): 3 clusters
  Score: Raw -4483017.860642 + Penalty 11925.459404 = -4471092.401239
  nChanged 67
		SP:Iteration 25Q (65087.540000 sec): 3 clusters
  Score: Raw -4483042.305344 + Penalty 11925.459404 = -4471116.845940
  nChanged 51
		SP:Iteration 26Q (65087.660000 sec): 3 clusters
  Score: Raw -4483058.220384 + Penalty 11925.459404 = -4471132.760981
  nChanged 44
		SP:Iteration 27Q (65087.780000 sec): 3 clusters
  Score: Raw -4483070.974919 + Penalty 11925.459404 = -4471145.515515
  nChanged 28
		SP:Iteration 28Q (65087.900000 sec): 3 clusters
  Score: Raw -4483079.789956 + Penalty 11925.459404 = -4471154.330553
  nChanged 20
		SP:Iteration 29Q (65088.010000 sec): 3 clusters
  Score: Raw -4483085.762938 + Penalty 11925.459404 = -4471160.303534
  nChanged 22
		SP:Iteration 30Q (65088.130000 sec): 3 clusters
  Score: Raw -4483093.464772 + Penalty 11925.459404 = -4471168.005368
  nChanged 28
		SP:Iteration 31Q (65088.250000 sec): 3 clusters
  Score: Raw -4483102.310531 + Penalty 11925.459404 = -4471176.851128
  nChanged 24
		SP:Iteration 32Q (65088.360000 sec): 3 clusters
  Score: Raw -4483109.981405 + Penalty 11925.459404 = -4471184.522001
  nChanged 26
		SP:Iteration 33Q (65088.480000 sec): 3 clusters
  Score: Raw -4483116.576489 + Penalty 11925.459404 = -4471191.117085
  nChanged 23
		SP:Iteration 34Q (65088.600000 sec): 3 clusters
  Score: Raw -4483123.398715 + Penalty 11925.459404 = -4471197.939311
  nChanged 17
		SP:Iteration 35Q (65088.710000 sec): 3 clusters
  Score: Raw -4483128.582980 + Penalty 11925.459404 = -4471203.123576
  nChanged 21
		SP:Iteration 36Q (65088.830000 sec): 3 clusters
  Score: Raw -4483135.620456 + Penalty 11925.459404 = -4471210.161053
  nChanged 23
		SP:Iteration 37Q (65088.950000 sec): 3 clusters
  Score: Raw -4483142.392304 + Penalty 11925.459404 = -4471216.932900
  nChanged 17
		SP:Iteration 38Q (65089.070000 sec): 3 clusters
  Score: Raw -4483147.708075 + Penalty 11925.459404 = -4471222.248672
  nChanged 20
		SP:Iteration 39Q (65089.180000 sec): 3 clusters
  Score: Raw -4483155.100148 + Penalty 11925.459404 = -4471229.640744
  nChanged 27
		SP:Iteration 40F (65089.310000 sec): 3 clusters
  Score: Raw -4483164.088440 + Penalty 11925.459404 = -4471238.629036
  nChanged 24
		SP:Iteration 41Q (65089.430000 sec): 3 clusters
  Score: Raw -4483170.792635 + Penalty 11925.459404 = -4471245.333231
  nChanged 18
		SP:Iteration 42Q (65089.540000 sec): 3 clusters
  Score: Raw -4483175.717562 + Penalty 11925.459404 = -4471250.258158
  nChanged 14
		SP:Iteration 43Q (65089.660000 sec): 3 clusters
  Score: Raw -4483179.757180 + Penalty 11925.459404 = -4471254.297776
  nChanged 13
		SP:Iteration 44Q (65089.780000 sec): 3 clusters
  Score: Raw -4483183.707594 + Penalty 11925.459404 = -4471258.248190
  nChanged 11
		SP:Iteration 45Q (65089.900000 sec): 3 clusters
  Score: Raw -4483186.487619 + Penalty 11925.459404 = -4471261.028215
  nChanged 8
		SP:Iteration 46Q (65090.010000 sec): 3 clusters
  Score: Raw -4483189.160045 + Penalty 11925.459404 = -4471263.700641
  nChanged 8
		SP:Iteration 47Q (65090.130000 sec): 3 clusters
  Score: Raw -4483191.165530 + Penalty 11925.459404 = -4471265.706126
  nChanged 6
		SP:Iteration 48Q (65090.240000 sec): 3 clusters
  Score: Raw -4483193.203087 + Penalty 11925.459404 = -4471267.743683
  nChanged 7
		SP:Iteration 49Q (65090.360000 sec): 3 clusters
  Score: Raw -4483195.340007 + Penalty 11925.459404 = -4471269.880604
  nChanged 5
		SP:Iteration 50Q (65090.480000 sec): 3 clusters
  Score: Raw -4483197.103940 + Penalty 11925.459404 = -4471271.644536
  nChanged 7
		SP:Iteration 51Q (65090.600000 sec): 3 clusters
  Score: Raw -4483198.904538 + Penalty 11925.459404 = -4471273.445134
  nChanged 7
		SP:Iteration 52Q (65090.710000 sec): 3 clusters
  Score: Raw -4483200.928581 + Penalty 11925.459404 = -4471275.469178
  nChanged 10
		SP:Iteration 53Q (65090.830000 sec): 3 clusters
  Score: Raw -4483203.822919 + Penalty 11925.459404 = -4471278.363515
  nChanged 10
		SP:Iteration 54Q (65090.940000 sec): 3 clusters
  Score: Raw -4483206.585110 + Penalty 11925.459404 = -4471281.125707
  nChanged 9
		SP:Iteration 55Q (65091.060000 sec): 3 clusters
  Score: Raw -4483209.788669 + Penalty 11925.459404 = -4471284.329265
  nChanged 10
		SP:Iteration 56Q (65091.180000 sec): 3 clusters
  Score: Raw -4483212.659683 + Penalty 11925.459404 = -4471287.200279
  nChanged 8
		SP:Iteration 57Q (65091.290000 sec): 3 clusters
  Score: Raw -4483214.941615 + Penalty 11925.459404 = -4471289.482211
  nChanged 8
		SP:Iteration 58Q (65091.410000 sec): 3 clusters
  Score: Raw -4483217.850654 + Penalty 11925.459404 = -4471292.391251
  nChanged 6
		SP:Iteration 59Q (65091.520000 sec): 3 clusters
  Score: Raw -4483219.538568 + Penalty 11925.459404 = -4471294.079164
  nChanged 1
		SP:Iteration 60F (65091.640000 sec): 3 clusters
  Score: Raw -4483219.966115 + Penalty 11925.459404 = -4471294.506711
  nChanged 1
		SP:Iteration 61Q (65091.760000 sec): 3 clusters
  Score: Raw -4483220.106765 + Penalty 11925.459404 = -4471294.647361
  nChanged 0
		SP:Iteration 62F (65091.880000 sec): 3 clusters
  Score: Raw -4483220.106765 + Penalty 11925.459404 = -4471294.647361
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65092.090000 sec): 2 clusters
  Score: Raw -8533062.022181 + Penalty 6354.834287 = -8526707.187894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65092.320000 sec): 3 clusters
  Score: Raw -8515440.132620 + Penalty 12709.668574 = -8502730.464046
  nChanged 13461
		SP:Iteration 1F (65092.560000 sec): 3 clusters
  Score: Raw -8522516.983298 + Penalty 12709.668574 = -8509807.314724
  nChanged 1999
		SP:Iteration 2F (65092.790000 sec): 3 clusters
  Score: Raw -8523513.587383 + Penalty 12709.668574 = -8510803.918809
  nChanged 1820
		SP:Iteration 3F (65093.020000 sec): 3 clusters
  Score: Raw -8524597.292477 + Penalty 12709.668574 = -8511887.623903
  nChanged 1953
		SP:Iteration 4F (65093.250000 sec): 3 clusters
  Score: Raw -8525990.514361 + Penalty 12709.668574 = -8513280.845787
  nChanged 2184
		SP:Iteration 5F (65093.480000 sec): 3 clusters
  Score: Raw -8527754.568122 + Penalty 12709.668574 = -8515044.899548
  nChanged 2331
		SP:Iteration 6F (65093.720000 sec): 3 clusters
  Score: Raw -8529785.253636 + Penalty 12709.668574 = -8517075.585062
  nChanged 2225
		SP:Iteration 7F (65093.950000 sec): 3 clusters
  Score: Raw -8531523.017318 + Penalty 12709.668574 = -8518813.348744
  nChanged 1751
		SP:Iteration 8F (65094.190000 sec): 3 clusters
  Score: Raw -8532559.962245 + Penalty 12709.668574 = -8519850.293671
  nChanged 1290
		SP:Iteration 9Q (65094.420000 sec): 3 clusters
  Score: Raw -8533109.314872 + Penalty 12709.668574 = -8520399.646298
  nChanged 883
		SP:Iteration 10Q (65094.650000 sec): 3 clusters
  Score: Raw -8533405.502275 + Penalty 12709.668574 = -8520695.833701
  nChanged 563
		SP:Iteration 11Q (65094.880000 sec): 3 clusters
  Score: Raw -8533550.338996 + Penalty 12709.668574 = -8520840.670421
  nChanged 378
		SP:Iteration 12Q (65095.120000 sec): 3 clusters
  Score: Raw -8533629.712497 + Penalty 12709.668574 = -8520920.043923
  nChanged 247
		SP:Iteration 13Q (65095.350000 sec): 3 clusters
  Score: Raw -8533676.775756 + Penalty 12709.668574 = -8520967.107182
  nChanged 198
		SP:Iteration 14Q (65095.580000 sec): 3 clusters
  Score: Raw -8533711.495402 + Penalty 12709.668574 = -8521001.826828
  nChanged 151
		SP:Iteration 15Q (65095.810000 sec): 3 clusters
  Score: Raw -8533737.662970 + Penalty 12709.668574 = -8521027.994396
  nChanged 132
		SP:Iteration 16Q (65096.040000 sec): 3 clusters
  Score: Raw -8533757.366025 + Penalty 12709.668574 = -8521047.697451
  nChanged 101
		SP:Iteration 17Q (65096.280000 sec): 3 clusters
  Score: Raw -8533772.686489 + Penalty 12709.668574 = -8521063.017915
  nChanged 79
		SP:Iteration 18Q (65096.510000 sec): 3 clusters
  Score: Raw -8533783.683885 + Penalty 12709.668574 = -8521074.015311
  nChanged 60
		SP:Iteration 19Q (65096.740000 sec): 3 clusters
  Score: Raw -8533790.786222 + Penalty 12709.668574 = -8521081.117648
  nChanged 43
		SP:Iteration 20F (65096.970000 sec): 3 clusters
  Score: Raw -8533797.165270 + Penalty 12709.668574 = -8521087.496695
  nChanged 42
		SP:Iteration 21Q (65097.200000 sec): 3 clusters
  Score: Raw -8533802.566170 + Penalty 12709.668574 = -8521092.897595
  nChanged 44
		SP:Iteration 22Q (65097.440000 sec): 3 clusters
  Score: Raw -8533808.518209 + Penalty 12709.668574 = -8521098.849635
  nChanged 42
		SP:Iteration 23Q (65097.670000 sec): 3 clusters
  Score: Raw -8533814.781893 + Penalty 12709.668574 = -8521105.113319
  nChanged 51
		SP:Iteration 24Q (65097.900000 sec): 3 clusters
  Score: Raw -8533821.088129 + Penalty 12709.668574 = -8521111.419555
  nChanged 39
		SP:Iteration 25Q (65098.140000 sec): 3 clusters
  Score: Raw -8533825.809139 + Penalty 12709.668574 = -8521116.140565
  nChanged 41
		SP:Iteration 26Q (65098.370000 sec): 3 clusters
  Score: Raw -8533831.188419 + Penalty 12709.668574 = -8521121.519845
  nChanged 37
		SP:Iteration 27Q (65098.600000 sec): 3 clusters
  Score: Raw -8533836.313609 + Penalty 12709.668574 = -8521126.645035
  nChanged 35
		SP:Iteration 28Q (65098.830000 sec): 3 clusters
  Score: Raw -8533840.463414 + Penalty 12709.668574 = -8521130.794840
  nChanged 24
		SP:Iteration 29Q (65099.060000 sec): 3 clusters
  Score: Raw -8533843.138776 + Penalty 12709.668574 = -8521133.470202
  nChanged 15
		SP:Iteration 30Q (65099.300000 sec): 3 clusters
  Score: Raw -8533844.668832 + Penalty 12709.668574 = -8521135.000258
  nChanged 12
		SP:Iteration 31Q (65099.530000 sec): 3 clusters
  Score: Raw -8533845.957031 + Penalty 12709.668574 = -8521136.288457
  nChanged 10
		SP:Iteration 32Q (65099.760000 sec): 3 clusters
  Score: Raw -8533846.855739 + Penalty 12709.668574 = -8521137.187164
  nChanged 9
		SP:Iteration 33Q (65100.000000 sec): 3 clusters
  Score: Raw -8533847.933540 + Penalty 12709.668574 = -8521138.264966
  nChanged 7
		SP:Iteration 34Q (65100.230000 sec): 3 clusters
  Score: Raw -8533848.698054 + Penalty 12709.668574 = -8521139.029480
  nChanged 8
		SP:Iteration 35Q (65100.470000 sec): 3 clusters
  Score: Raw -8533849.462249 + Penalty 12709.668574 = -8521139.793675
  nChanged 5
		SP:Iteration 36Q (65100.700000 sec): 3 clusters
  Score: Raw -8533849.932163 + Penalty 12709.668574 = -8521140.263589
  nChanged 4
		SP:Iteration 37Q (65100.930000 sec): 3 clusters
  Score: Raw -8533850.342375 + Penalty 12709.668574 = -8521140.673801
  nChanged 4
		SP:Iteration 38Q (65101.170000 sec): 3 clusters
  Score: Raw -8533850.834309 + Penalty 12709.668574 = -8521141.165735
  nChanged 3
		SP:Iteration 39Q (65101.400000 sec): 3 clusters
  Score: Raw -8533851.063623 + Penalty 12709.668574 = -8521141.395049
  nChanged 3
		SP:Iteration 40F (65101.630000 sec): 3 clusters
  Score: Raw -8533851.402368 + Penalty 12709.668574 = -8521141.733794
  nChanged 6
		SP:Iteration 41Q (65101.870000 sec): 3 clusters
  Score: Raw -8533851.925162 + Penalty 12709.668574 = -8521142.256588
  nChanged 6
		SP:Iteration 42Q (65102.100000 sec): 3 clusters
  Score: Raw -8533852.470543 + Penalty 12709.668574 = -8521142.801969
  nChanged 2
		SP:Iteration 43Q (65102.340000 sec): 3 clusters
  Score: Raw -8533852.737321 + Penalty 12709.668574 = -8521143.068747
  nChanged 2
		SP:Iteration 44Q (65102.570000 sec): 3 clusters
  Score: Raw -8533852.845533 + Penalty 12709.668574 = -8521143.176959
  nChanged 3
		SP:Iteration 45Q (65102.800000 sec): 3 clusters
  Score: Raw -8533853.123261 + Penalty 12709.668574 = -8521143.454687
  nChanged 4
		SP:Iteration 46Q (65103.040000 sec): 3 clusters
  Score: Raw -8533853.445663 + Penalty 12709.668574 = -8521143.777089
  nChanged 3
		SP:Iteration 47Q (65103.270000 sec): 3 clusters
  Score: Raw -8533853.730592 + Penalty 12709.668574 = -8521144.062018
  nChanged 5
		SP:Iteration 48Q (65103.500000 sec): 3 clusters
  Score: Raw -8533854.142773 + Penalty 12709.668574 = -8521144.474199
  nChanged 2
		SP:Iteration 49Q (65103.730000 sec): 3 clusters
  Score: Raw -8533854.269877 + Penalty 12709.668574 = -8521144.601303
  nChanged 2
		SP:Iteration 50Q (65103.970000 sec): 3 clusters
  Score: Raw -8533854.538099 + Penalty 12709.668574 = -8521144.869525
  nChanged 2
		SP:Iteration 51Q (65104.200000 sec): 3 clusters
  Score: Raw -8533854.764228 + Penalty 12709.668574 = -8521145.095654
  nChanged 0
		SP:Iteration 52F (65104.430000 sec): 3 clusters
  Score: Raw -8533854.764228 + Penalty 12709.668574 = -8521145.095654
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (9040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65104.500000 sec): 2 clusters
  Score: Raw -2352069.652721 + Penalty 5579.516353 = -2346490.136368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65104.570000 sec): 3 clusters
  Score: Raw -2347994.828491 + Penalty 11159.032705 = -2336835.795786
  nChanged 3265
		SP:Iteration 1F (65104.630000 sec): 3 clusters
  Score: Raw -2349848.674569 + Penalty 11159.032705 = -2338689.641864
  nChanged 687
		SP:Iteration 2F (65104.700000 sec): 3 clusters
  Score: Raw -2350286.802510 + Penalty 11159.032705 = -2339127.769805
  nChanged 453
		SP:Iteration 3F (65104.760000 sec): 3 clusters
  Score: Raw -2350566.819160 + Penalty 11159.032705 = -2339407.786455
  nChanged 367
		SP:Iteration 4Q (65104.830000 sec): 3 clusters
  Score: Raw -2350805.399961 + Penalty 11159.032705 = -2339646.367256
  nChanged 307
		SP:Iteration 5Q (65104.890000 sec): 3 clusters
  Score: Raw -2350996.879973 + Penalty 11159.032705 = -2339837.847268
  nChanged 248
		SP:Iteration 6Q (65104.960000 sec): 3 clusters
  Score: Raw -2351140.292939 + Penalty 11159.032705 = -2339981.260234
  nChanged 217
		SP:Iteration 7Q (65105.020000 sec): 3 clusters
  Score: Raw -2351268.821900 + Penalty 11159.032705 = -2340109.789195
  nChanged 174
		SP:Iteration 8Q (65105.080000 sec): 3 clusters
  Score: Raw -2351361.901239 + Penalty 11159.032705 = -2340202.868534
  nChanged 167
		SP:Iteration 9Q (65105.150000 sec): 3 clusters
  Score: Raw -2351454.385082 + Penalty 11159.032705 = -2340295.352377
  nChanged 166
		SP:Iteration 10Q (65105.210000 sec): 3 clusters
  Score: Raw -2351547.031192 + Penalty 11159.032705 = -2340387.998487
  nChanged 153
		SP:Iteration 11Q (65105.280000 sec): 3 clusters
  Score: Raw -2351629.303462 + Penalty 11159.032705 = -2340470.270757
  nChanged 131
		SP:Iteration 12Q (65105.340000 sec): 3 clusters
  Score: Raw -2351699.094462 + Penalty 11159.032705 = -2340540.061757
  nChanged 114
		SP:Iteration 13Q (65105.400000 sec): 3 clusters
  Score: Raw -2351752.830741 + Penalty 11159.032705 = -2340593.798036
  nChanged 108
		SP:Iteration 14Q (65105.470000 sec): 3 clusters
  Score: Raw -2351799.799628 + Penalty 11159.032705 = -2340640.766922
  nChanged 90
		SP:Iteration 15Q (65105.530000 sec): 3 clusters
  Score: Raw -2351843.387316 + Penalty 11159.032705 = -2340684.354611
  nChanged 93
		SP:Iteration 16Q (65105.600000 sec): 3 clusters
  Score: Raw -2351881.170003 + Penalty 11159.032705 = -2340722.137298
  nChanged 79
		SP:Iteration 17Q (65105.660000 sec): 3 clusters
  Score: Raw -2351916.020819 + Penalty 11159.032705 = -2340756.988113
  nChanged 79
		SP:Iteration 18Q (65105.720000 sec): 3 clusters
  Score: Raw -2351953.495376 + Penalty 11159.032705 = -2340794.462670
  nChanged 77
		SP:Iteration 19Q (65105.790000 sec): 3 clusters
  Score: Raw -2351986.956565 + Penalty 11159.032705 = -2340827.923859
  nChanged 77
		SP:Iteration 20F (65105.850000 sec): 3 clusters
  Score: Raw -2352021.810356 + Penalty 11159.032705 = -2340862.777650
  nChanged 85
		SP:Iteration 21Q (65105.920000 sec): 3 clusters
  Score: Raw -2352063.070795 + Penalty 11159.032705 = -2340904.038089
  nChanged 95
		SP:Iteration 22Q (65105.980000 sec): 3 clusters
  Score: Raw -2352109.873225 + Penalty 11159.032705 = -2340950.840520
  nChanged 97
		SP:Iteration 23Q (65106.040000 sec): 3 clusters
  Score: Raw -2352156.386144 + Penalty 11159.032705 = -2340997.353438
  nChanged 87
		SP:Iteration 24Q (65106.110000 sec): 3 clusters
  Score: Raw -2352194.375611 + Penalty 11159.032705 = -2341035.342906
  nChanged 78
		SP:Iteration 25Q (65106.170000 sec): 3 clusters
  Score: Raw -2352232.731715 + Penalty 11159.032705 = -2341073.699009
  nChanged 87
		SP:Iteration 26Q (65106.240000 sec): 3 clusters
  Score: Raw -2352271.268480 + Penalty 11159.032705 = -2341112.235775
  nChanged 72
		SP:Iteration 27Q (65106.300000 sec): 3 clusters
  Score: Raw -2352300.213297 + Penalty 11159.032705 = -2341141.180592
  nChanged 62
		SP:Iteration 28Q (65106.360000 sec): 3 clusters
  Score: Raw -2352326.987896 + Penalty 11159.032705 = -2341167.955191
  nChanged 63
		SP:Iteration 29Q (65106.430000 sec): 3 clusters
  Score: Raw -2352357.418265 + Penalty 11159.032705 = -2341198.385559
  nChanged 67
		SP:Iteration 30Q (65106.490000 sec): 3 clusters
  Score: Raw -2352389.712538 + Penalty 11159.032705 = -2341230.679833
  nChanged 73
		SP:Iteration 31Q (65106.550000 sec): 3 clusters
  Score: Raw -2352420.508536 + Penalty 11159.032705 = -2341261.475830
  nChanged 64
		SP:Iteration 32Q (65106.620000 sec): 3 clusters
  Score: Raw -2352450.247525 + Penalty 11159.032705 = -2341291.214820
  nChanged 55
		SP:Iteration 33Q (65106.680000 sec): 3 clusters
  Score: Raw -2352474.583330 + Penalty 11159.032705 = -2341315.550625
  nChanged 48
		SP:Iteration 34Q (65106.740000 sec): 3 clusters
  Score: Raw -2352494.661386 + Penalty 11159.032705 = -2341335.628681
  nChanged 51
		SP:Iteration 35Q (65106.810000 sec): 3 clusters
  Score: Raw -2352513.956444 + Penalty 11159.032705 = -2341354.923739
  nChanged 39
		SP:Iteration 36Q (65106.870000 sec): 3 clusters
  Score: Raw -2352529.938552 + Penalty 11159.032705 = -2341370.905846
  nChanged 32
		SP:Iteration 37Q (65106.940000 sec): 3 clusters
  Score: Raw -2352544.119956 + Penalty 11159.032705 = -2341385.087250
  nChanged 37
		SP:Iteration 38Q (65107.000000 sec): 3 clusters
  Score: Raw -2352561.185511 + Penalty 11159.032705 = -2341402.152806
  nChanged 35
		SP:Iteration 39Q (65107.060000 sec): 3 clusters
  Score: Raw -2352575.123865 + Penalty 11159.032705 = -2341416.091159
  nChanged 28
		SP:Iteration 40F (65107.130000 sec): 3 clusters
  Score: Raw -2352584.770596 + Penalty 11159.032705 = -2341425.737890
  nChanged 22
		SP:Iteration 41Q (65107.190000 sec): 3 clusters
  Score: Raw -2352593.597351 + Penalty 11159.032705 = -2341434.564646
  nChanged 24
		SP:Iteration 42Q (65107.250000 sec): 3 clusters
  Score: Raw -2352602.878804 + Penalty 11159.032705 = -2341443.846099
  nChanged 20
		SP:Iteration 43Q (65107.320000 sec): 3 clusters
  Score: Raw -2352610.030642 + Penalty 11159.032705 = -2341450.997936
  nChanged 15
		SP:Iteration 44Q (65107.380000 sec): 3 clusters
  Score: Raw -2352615.210155 + Penalty 11159.032705 = -2341456.177449
  nChanged 13
		SP:Iteration 45Q (65107.440000 sec): 3 clusters
  Score: Raw -2352619.736058 + Penalty 11159.032705 = -2341460.703352
  nChanged 11
		SP:Iteration 46Q (65107.510000 sec): 3 clusters
  Score: Raw -2352623.504709 + Penalty 11159.032705 = -2341464.472004
  nChanged 12
		SP:Iteration 47Q (65107.570000 sec): 3 clusters
  Score: Raw -2352627.148170 + Penalty 11159.032705 = -2341468.115465
  nChanged 13
		SP:Iteration 48Q (65107.640000 sec): 3 clusters
  Score: Raw -2352631.076128 + Penalty 11159.032705 = -2341472.043423
  nChanged 15
		SP:Iteration 49Q (65107.700000 sec): 3 clusters
  Score: Raw -2352635.693625 + Penalty 11159.032705 = -2341476.660920
  nChanged 12
		SP:Iteration 50Q (65107.760000 sec): 3 clusters
  Score: Raw -2352640.393637 + Penalty 11159.032705 = -2341481.360932
  nChanged 13
		SP:Iteration 51Q (65107.830000 sec): 3 clusters
  Score: Raw -2352645.044228 + Penalty 11159.032705 = -2341486.011523
  nChanged 18
		SP:Iteration 52Q (65107.890000 sec): 3 clusters
  Score: Raw -2352652.182775 + Penalty 11159.032705 = -2341493.150070
  nChanged 19
		SP:Iteration 53Q (65107.960000 sec): 3 clusters
  Score: Raw -2352658.587753 + Penalty 11159.032705 = -2341499.555047
  nChanged 16
		SP:Iteration 54Q (65108.020000 sec): 3 clusters
  Score: Raw -2352663.219050 + Penalty 11159.032705 = -2341504.186344
  nChanged 13
		SP:Iteration 55Q (65108.090000 sec): 3 clusters
  Score: Raw -2352667.527514 + Penalty 11159.032705 = -2341508.494809
  nChanged 10
		SP:Iteration 56Q (65108.150000 sec): 3 clusters
  Score: Raw -2352670.774556 + Penalty 11159.032705 = -2341511.741851
  nChanged 8
		SP:Iteration 57Q (65108.220000 sec): 3 clusters
  Score: Raw -2352674.070916 + Penalty 11159.032705 = -2341515.038210
  nChanged 8
		SP:Iteration 58Q (65108.280000 sec): 3 clusters
  Score: Raw -2352677.994711 + Penalty 11159.032705 = -2341518.962006
  nChanged 12
		SP:Iteration 59Q (65108.350000 sec): 3 clusters
  Score: Raw -2352682.253778 + Penalty 11159.032705 = -2341523.221073
  nChanged 17
		SP:Iteration 60F (65108.410000 sec): 3 clusters
  Score: Raw -2352688.285078 + Penalty 11159.032705 = -2341529.252373
  nChanged 15
		SP:Iteration 61Q (65108.480000 sec): 3 clusters
  Score: Raw -2352693.705578 + Penalty 11159.032705 = -2341534.672872
  nChanged 14
		SP:Iteration 62Q (65108.540000 sec): 3 clusters
  Score: Raw -2352698.308210 + Penalty 11159.032705 = -2341539.275505
  nChanged 12
		SP:Iteration 63Q (65108.600000 sec): 3 clusters
  Score: Raw -2352702.181525 + Penalty 11159.032705 = -2341543.148820
  nChanged 9
		SP:Iteration 64Q (65108.670000 sec): 3 clusters
  Score: Raw -2352705.935930 + Penalty 11159.032705 = -2341546.903224
  nChanged 6
		SP:Iteration 65Q (65108.730000 sec): 3 clusters
  Score: Raw -2352707.332003 + Penalty 11159.032705 = -2341548.299298
  nChanged 4
		SP:Iteration 66Q (65108.800000 sec): 3 clusters
  Score: Raw -2352708.724142 + Penalty 11159.032705 = -2341549.691436
  nChanged 2
		SP:Iteration 67Q (65108.860000 sec): 3 clusters
  Score: Raw -2352709.329443 + Penalty 11159.032705 = -2341550.296738
  nChanged 3
		SP:Iteration 68Q (65108.920000 sec): 3 clusters
  Score: Raw -2352710.147699 + Penalty 11159.032705 = -2341551.114994
  nChanged 1
		SP:Iteration 69Q (65108.990000 sec): 3 clusters
  Score: Raw -2352710.425674 + Penalty 11159.032705 = -2341551.392968
  nChanged 1
		SP:Iteration 70Q (65109.050000 sec): 3 clusters
  Score: Raw -2352711.355010 + Penalty 11159.032705 = -2341552.322305
  nChanged 2
		SP:Iteration 71Q (65109.110000 sec): 3 clusters
  Score: Raw -2352711.940226 + Penalty 11159.032705 = -2341552.907520
  nChanged 2
		SP:Iteration 72Q (65109.180000 sec): 3 clusters
  Score: Raw -2352712.589081 + Penalty 11159.032705 = -2341553.556376
  nChanged 5
		SP:Iteration 73Q (65109.240000 sec): 3 clusters
  Score: Raw -2352714.481366 + Penalty 11159.032705 = -2341555.448661
  nChanged 7
		SP:Iteration 74Q (65109.300000 sec): 3 clusters
  Score: Raw -2352716.915561 + Penalty 11159.032705 = -2341557.882856
  nChanged 8
		SP:Iteration 75Q (65109.370000 sec): 3 clusters
  Score: Raw -2352719.884010 + Penalty 11159.032705 = -2341560.851305
  nChanged 7
		SP:Iteration 76Q (65109.430000 sec): 3 clusters
  Score: Raw -2352722.527667 + Penalty 11159.032705 = -2341563.494962
  nChanged 10
		SP:Iteration 77Q (65109.490000 sec): 3 clusters
  Score: Raw -2352725.917406 + Penalty 11159.032705 = -2341566.884700
  nChanged 7
		SP:Iteration 78Q (65109.560000 sec): 3 clusters
  Score: Raw -2352729.148366 + Penalty 11159.032705 = -2341570.115661
  nChanged 4
		SP:Iteration 79Q (65109.620000 sec): 3 clusters
  Score: Raw -2352730.740027 + Penalty 11159.032705 = -2341571.707322
  nChanged 5
		SP:Iteration 80F (65109.680000 sec): 3 clusters
  Score: Raw -2352732.705272 + Penalty 11159.032705 = -2341573.672566
  nChanged 6
		SP:Iteration 81Q (65109.750000 sec): 3 clusters
  Score: Raw -2352735.138795 + Penalty 11159.032705 = -2341576.106090
  nChanged 7
		SP:Iteration 82Q (65109.810000 sec): 3 clusters
  Score: Raw -2352738.191429 + Penalty 11159.032705 = -2341579.158724
  nChanged 8
		SP:Iteration 83Q (65109.880000 sec): 3 clusters
  Score: Raw -2352740.819244 + Penalty 11159.032705 = -2341581.786539
  nChanged 5
		SP:Iteration 84Q (65109.940000 sec): 3 clusters
  Score: Raw -2352742.046697 + Penalty 11159.032705 = -2341583.013992
  nChanged 4
		SP:Iteration 85Q (65110.010000 sec): 3 clusters
  Score: Raw -2352743.317127 + Penalty 11159.032705 = -2341584.284421
  nChanged 7
		SP:Iteration 86Q (65110.070000 sec): 3 clusters
  Score: Raw -2352745.626576 + Penalty 11159.032705 = -2341586.593871
  nChanged 4
		SP:Iteration 87Q (65110.130000 sec): 3 clusters
  Score: Raw -2352747.210843 + Penalty 11159.032705 = -2341588.178137
  nChanged 4
		SP:Iteration 88Q (65110.200000 sec): 3 clusters
  Score: Raw -2352748.304963 + Penalty 11159.032705 = -2341589.272258
  nChanged 3
		SP:Iteration 89Q (65110.260000 sec): 3 clusters
  Score: Raw -2352749.306442 + Penalty 11159.032705 = -2341590.273736
  nChanged 4
		SP:Iteration 90Q (65110.320000 sec): 3 clusters
  Score: Raw -2352750.555186 + Penalty 11159.032705 = -2341591.522481
  nChanged 6
		SP:Iteration 91Q (65110.390000 sec): 3 clusters
  Score: Raw -2352752.166079 + Penalty 11159.032705 = -2341593.133374
  nChanged 4
		SP:Iteration 92Q (65110.450000 sec): 3 clusters
  Score: Raw -2352753.053064 + Penalty 11159.032705 = -2341594.020358
  nChanged 3
		SP:Iteration 93Q (65110.520000 sec): 3 clusters
  Score: Raw -2352754.055476 + Penalty 11159.032705 = -2341595.022770
  nChanged 1
		SP:Iteration 94Q (65110.580000 sec): 3 clusters
  Score: Raw -2352754.347373 + Penalty 11159.032705 = -2341595.314667
  nChanged 0
		SP:Iteration 95F (65110.640000 sec): 3 clusters
  Score: Raw -2352754.347373 + Penalty 11159.032705 = -2341595.314667
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65110.660000 sec): 2 clusters
  Score: Raw -134082.430128 + Penalty 3898.409839 = -130184.020289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65110.660000 sec): 3 clusters
  Score: Raw -134645.120120 + Penalty 7796.819677 = -126848.300443
  nChanged 59
		SP:Iteration 1F (65110.660000 sec): 3 clusters
  Score: Raw -134840.201048 + Penalty 7796.819677 = -127043.381370
  nChanged 22
		SP:Iteration 2Q (65110.670000 sec): 3 clusters
  Score: Raw -134935.741831 + Penalty 7796.819677 = -127138.922154
  nChanged 12
		SP:Iteration 3Q (65110.670000 sec): 3 clusters
  Score: Raw -134998.921849 + Penalty 7796.819677 = -127202.102172
  nChanged 10
		SP:Iteration 4Q (65110.680000 sec): 3 clusters
  Score: Raw -135061.640797 + Penalty 7796.819677 = -127264.821120
  nChanged 17
		SP:Iteration 5Q (65110.680000 sec): 3 clusters
  Score: Raw -135148.232323 + Penalty 7796.819677 = -127351.412646
  nChanged 12
		SP:Iteration 6Q (65110.680000 sec): 3 clusters
  Score: Raw -135250.682575 + Penalty 7796.819677 = -127453.862898
  nChanged 13
		SP:Iteration 7Q (65110.690000 sec): 3 clusters
  Score: Raw -135360.650002 + Penalty 7796.819677 = -127563.830325
  nChanged 10
		SP:Iteration 8Q (65110.690000 sec): 3 clusters
  Score: Raw -135442.288433 + Penalty 7796.819677 = -127645.468756
  nChanged 5
		SP:Iteration 9Q (65110.700000 sec): 3 clusters
  Score: Raw -135493.780784 + Penalty 7796.819677 = -127696.961107
  nChanged 3
		SP:Iteration 10Q (65110.700000 sec): 3 clusters
  Score: Raw -135507.239600 + Penalty 7796.819677 = -127710.419923
  nChanged 1
		SP:Iteration 11Q (65110.700000 sec): 3 clusters
  Score: Raw -135519.658452 + Penalty 7796.819677 = -127722.838775
  nChanged 0
		SP:Iteration 12F (65110.710000 sec): 3 clusters
  Score: Raw -135521.916070 + Penalty 7796.819677 = -127725.096392
  nChanged 1
		SP:Iteration 13Q (65110.710000 sec): 3 clusters
  Score: Raw -135537.506848 + Penalty 7796.819677 = -127740.687171
  nChanged 0
		SP:Iteration 14F (65110.720000 sec): 3 clusters
  Score: Raw -135537.506848 + Penalty 7796.819677 = -127740.687171
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (12224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65110.800000 sec): 2 clusters
  Score: Raw -3097493.421981 + Penalty 5764.333363 = -3091729.088617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65110.890000 sec): 3 clusters
  Score: Raw -3091833.425549 + Penalty 11528.666726 = -3080304.758822
  nChanged 4600
		SP:Iteration 1F (65110.980000 sec): 3 clusters
  Score: Raw -3094918.907324 + Penalty 11528.666726 = -3083390.240598
  nChanged 1108
		SP:Iteration 2F (65111.060000 sec): 3 clusters
  Score: Raw -3096041.260043 + Penalty 11528.666726 = -3084512.593317
  nChanged 910
		SP:Iteration 3F (65111.150000 sec): 3 clusters
  Score: Raw -3096927.499804 + Penalty 11528.666726 = -3085398.833077
  nChanged 740
		SP:Iteration 4F (65111.240000 sec): 3 clusters
  Score: Raw -3097618.845193 + Penalty 11528.666726 = -3086090.178466
  nChanged 649
		SP:Iteration 5F (65111.330000 sec): 3 clusters
  Score: Raw -3098152.432116 + Penalty 11528.666726 = -3086623.765390
  nChanged 545
		SP:Iteration 6Q (65111.420000 sec): 3 clusters
  Score: Raw -3098585.955198 + Penalty 11528.666726 = -3087057.288472
  nChanged 500
		SP:Iteration 7Q (65111.500000 sec): 3 clusters
  Score: Raw -3098990.941351 + Penalty 11528.666726 = -3087462.274624
  nChanged 442
		SP:Iteration 8Q (65111.580000 sec): 3 clusters
  Score: Raw -3099347.821871 + Penalty 11528.666726 = -3087819.155145
  nChanged 404
		SP:Iteration 9Q (65111.670000 sec): 3 clusters
  Score: Raw -3099600.020896 + Penalty 11528.666726 = -3088071.354170
  nChanged 291
		SP:Iteration 10Q (65111.750000 sec): 3 clusters
  Score: Raw -3099768.516921 + Penalty 11528.666726 = -3088239.850194
  nChanged 229
		SP:Iteration 11Q (65111.830000 sec): 3 clusters
  Score: Raw -3099890.085551 + Penalty 11528.666726 = -3088361.418824
  nChanged 183
		SP:Iteration 12Q (65111.920000 sec): 3 clusters
  Score: Raw -3099973.809262 + Penalty 11528.666726 = -3088445.142535
  nChanged 145
		SP:Iteration 13Q (65112.000000 sec): 3 clusters
  Score: Raw -3100041.816912 + Penalty 11528.666726 = -3088513.150186
  nChanged 123
		SP:Iteration 14Q (65112.080000 sec): 3 clusters
  Score: Raw -3100099.569448 + Penalty 11528.666726 = -3088570.902721
  nChanged 105
		SP:Iteration 15Q (65112.160000 sec): 3 clusters
  Score: Raw -3100142.736317 + Penalty 11528.666726 = -3088614.069590
  nChanged 89
		SP:Iteration 16Q (65112.240000 sec): 3 clusters
  Score: Raw -3100173.762322 + Penalty 11528.666726 = -3088645.095595
  nChanged 71
		SP:Iteration 17Q (65112.330000 sec): 3 clusters
  Score: Raw -3100198.313001 + Penalty 11528.666726 = -3088669.646274
  nChanged 50
		SP:Iteration 18Q (65112.410000 sec): 3 clusters
  Score: Raw -3100216.524665 + Penalty 11528.666726 = -3088687.857938
  nChanged 46
		SP:Iteration 19Q (65112.490000 sec): 3 clusters
  Score: Raw -3100229.213082 + Penalty 11528.666726 = -3088700.546355
  nChanged 25
		SP:Iteration 20F (65112.580000 sec): 3 clusters
  Score: Raw -3100235.755205 + Penalty 11528.666726 = -3088707.088479
  nChanged 14
		SP:Iteration 21Q (65112.660000 sec): 3 clusters
  Score: Raw -3100240.314751 + Penalty 11528.666726 = -3088711.648024
  nChanged 15
		SP:Iteration 22Q (65112.740000 sec): 3 clusters
  Score: Raw -3100243.899404 + Penalty 11528.666726 = -3088715.232677
  nChanged 10
		SP:Iteration 23Q (65112.830000 sec): 3 clusters
  Score: Raw -3100246.806473 + Penalty 11528.666726 = -3088718.139746
  nChanged 9
		SP:Iteration 24Q (65112.910000 sec): 3 clusters
  Score: Raw -3100249.031207 + Penalty 11528.666726 = -3088720.364481
  nChanged 9
		SP:Iteration 25Q (65112.990000 sec): 3 clusters
  Score: Raw -3100250.952351 + Penalty 11528.666726 = -3088722.285625
  nChanged 8
		SP:Iteration 26Q (65113.070000 sec): 3 clusters
  Score: Raw -3100252.851289 + Penalty 11528.666726 = -3088724.184562
  nChanged 7
		SP:Iteration 27Q (65113.160000 sec): 3 clusters
  Score: Raw -3100254.270611 + Penalty 11528.666726 = -3088725.603884
  nChanged 4
		SP:Iteration 28Q (65113.240000 sec): 3 clusters
  Score: Raw -3100255.062540 + Penalty 11528.666726 = -3088726.395814
  nChanged 2
		SP:Iteration 29Q (65113.320000 sec): 3 clusters
  Score: Raw -3100255.460053 + Penalty 11528.666726 = -3088726.793326
  nChanged 1
		SP:Iteration 30Q (65113.400000 sec): 3 clusters
  Score: Raw -3100255.610943 + Penalty 11528.666726 = -3088726.944217
  nChanged 1
		SP:Iteration 31Q (65113.480000 sec): 3 clusters
  Score: Raw -3100256.394227 + Penalty 11528.666726 = -3088727.727501
  nChanged 2
		SP:Iteration 32Q (65113.570000 sec): 3 clusters
  Score: Raw -3100256.836446 + Penalty 11528.666726 = -3088728.169720
  nChanged 1
		SP:Iteration 33Q (65113.650000 sec): 3 clusters
  Score: Raw -3100256.998313 + Penalty 11528.666726 = -3088728.331586
  nChanged 3
		SP:Iteration 34Q (65113.730000 sec): 3 clusters
  Score: Raw -3100257.735681 + Penalty 11528.666726 = -3088729.068954
  nChanged 4
		SP:Iteration 35Q (65113.810000 sec): 3 clusters
  Score: Raw -3100259.224782 + Penalty 11528.666726 = -3088730.558055
  nChanged 11
		SP:Iteration 36Q (65113.900000 sec): 3 clusters
  Score: Raw -3100261.685653 + Penalty 11528.666726 = -3088733.018926
  nChanged 7
		SP:Iteration 37Q (65113.980000 sec): 3 clusters
  Score: Raw -3100264.436069 + Penalty 11528.666726 = -3088735.769342
  nChanged 4
		SP:Iteration 38Q (65114.060000 sec): 3 clusters
  Score: Raw -3100265.936783 + Penalty 11528.666726 = -3088737.270056
  nChanged 6
		SP:Iteration 39Q (65114.140000 sec): 3 clusters
  Score: Raw -3100267.661691 + Penalty 11528.666726 = -3088738.994964
  nChanged 6
		SP:Iteration 40F (65114.230000 sec): 3 clusters
  Score: Raw -3100269.066957 + Penalty 11528.666726 = -3088740.400231
  nChanged 9
		SP:Iteration 41Q (65114.310000 sec): 3 clusters
  Score: Raw -3100271.484589 + Penalty 11528.666726 = -3088742.817863
  nChanged 5
		SP:Iteration 42Q (65114.400000 sec): 3 clusters
  Score: Raw -3100272.281182 + Penalty 11528.666726 = -3088743.614455
  nChanged 4
		SP:Iteration 43Q (65114.480000 sec): 3 clusters
  Score: Raw -3100273.118948 + Penalty 11528.666726 = -3088744.452222
  nChanged 2
		SP:Iteration 44Q (65114.560000 sec): 3 clusters
  Score: Raw -3100273.589162 + Penalty 11528.666726 = -3088744.922436
  nChanged 1
		SP:Iteration 45Q (65114.640000 sec): 3 clusters
  Score: Raw -3100273.789363 + Penalty 11528.666726 = -3088745.122637
  nChanged 2
		SP:Iteration 46Q (65114.730000 sec): 3 clusters
  Score: Raw -3100274.296845 + Penalty 11528.666726 = -3088745.630118
  nChanged 3
		SP:Iteration 47Q (65114.810000 sec): 3 clusters
  Score: Raw -3100275.187509 + Penalty 11528.666726 = -3088746.520782
  nChanged 4
		SP:Iteration 48Q (65114.890000 sec): 3 clusters
  Score: Raw -3100276.539202 + Penalty 11528.666726 = -3088747.872476
  nChanged 7
		SP:Iteration 49Q (65114.980000 sec): 3 clusters
  Score: Raw -3100278.228018 + Penalty 11528.666726 = -3088749.561292
  nChanged 5
		SP:Iteration 50Q (65115.060000 sec): 3 clusters
  Score: Raw -3100279.149504 + Penalty 11528.666726 = -3088750.482778
  nChanged 2
		SP:Iteration 51Q (65115.140000 sec): 3 clusters
  Score: Raw -3100279.744879 + Penalty 11528.666726 = -3088751.078152
  nChanged 3
		SP:Iteration 52Q (65115.220000 sec): 3 clusters
  Score: Raw -3100280.890586 + Penalty 11528.666726 = -3088752.223860
  nChanged 2
		SP:Iteration 53Q (65115.300000 sec): 3 clusters
  Score: Raw -3100281.247364 + Penalty 11528.666726 = -3088752.580638
  nChanged 2
		SP:Iteration 54Q (65115.390000 sec): 3 clusters
  Score: Raw -3100281.627782 + Penalty 11528.666726 = -3088752.961055
  nChanged 0
		SP:Iteration 55F (65115.480000 sec): 3 clusters
  Score: Raw -3100281.627782 + Penalty 11528.666726 = -3088752.961055
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65115.590000 sec): 2 clusters
  Score: Raw -4630899.545847 + Penalty 5986.717539 = -4624912.828308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65115.720000 sec): 3 clusters
  Score: Raw -4621949.246251 + Penalty 11973.435078 = -4609975.811173
  nChanged 6998
		SP:Iteration 1F (65115.850000 sec): 3 clusters
  Score: Raw -4625905.752191 + Penalty 11973.435078 = -4613932.317113
  nChanged 1324
		SP:Iteration 2F (65115.980000 sec): 3 clusters
  Score: Raw -4626759.469183 + Penalty 11973.435078 = -4614786.034105
  nChanged 1026
		SP:Iteration 3F (65116.110000 sec): 3 clusters
  Score: Raw -4627564.196407 + Penalty 11973.435078 = -4615590.761329
  nChanged 983
		SP:Iteration 4F (65116.240000 sec): 3 clusters
  Score: Raw -4628350.225672 + Penalty 11973.435078 = -4616376.790594
  nChanged 1000
		SP:Iteration 5F (65116.370000 sec): 3 clusters
  Score: Raw -4629119.857857 + Penalty 11973.435078 = -4617146.422779
  nChanged 1021
		SP:Iteration 6F (65116.500000 sec): 3 clusters
  Score: Raw -4629895.872781 + Penalty 11973.435078 = -4617922.437703
  nChanged 971
		SP:Iteration 7F (65116.630000 sec): 3 clusters
  Score: Raw -4630633.876685 + Penalty 11973.435078 = -4618660.441608
  nChanged 905
		SP:Iteration 8F (65116.760000 sec): 3 clusters
  Score: Raw -4631317.688079 + Penalty 11973.435078 = -4619344.253001
  nChanged 795
		SP:Iteration 9Q (65116.880000 sec): 3 clusters
  Score: Raw -4631923.886440 + Penalty 11973.435078 = -4619950.451362
  nChanged 691
		SP:Iteration 10Q (65117.010000 sec): 3 clusters
  Score: Raw -4632455.347915 + Penalty 11973.435078 = -4620481.912837
  nChanged 541
		SP:Iteration 11Q (65117.140000 sec): 3 clusters
  Score: Raw -4632873.222552 + Penalty 11973.435078 = -4620899.787474
  nChanged 443
		SP:Iteration 12Q (65117.260000 sec): 3 clusters
  Score: Raw -4633219.447096 + Penalty 11973.435078 = -4621246.012018
  nChanged 376
		SP:Iteration 13Q (65117.390000 sec): 3 clusters
  Score: Raw -4633502.173262 + Penalty 11973.435078 = -4621528.738184
  nChanged 300
		SP:Iteration 14Q (65117.510000 sec): 3 clusters
  Score: Raw -4633704.398362 + Penalty 11973.435078 = -4621730.963284
  nChanged 246
		SP:Iteration 15Q (65117.630000 sec): 3 clusters
  Score: Raw -4633871.801518 + Penalty 11973.435078 = -4621898.366440
  nChanged 209
		SP:Iteration 16Q (65117.760000 sec): 3 clusters
  Score: Raw -4634007.293493 + Penalty 11973.435078 = -4622033.858415
  nChanged 180
		SP:Iteration 17Q (65117.870000 sec): 3 clusters
  Score: Raw -4634117.705272 + Penalty 11973.435078 = -4622144.270194
  nChanged 137
		SP:Iteration 18Q (65117.990000 sec): 3 clusters
  Score: Raw -4634205.843408 + Penalty 11973.435078 = -4622232.408330
  nChanged 107
		SP:Iteration 19Q (65118.110000 sec): 3 clusters
  Score: Raw -4634277.734428 + Penalty 11973.435078 = -4622304.299350
  nChanged 97
		SP:Iteration 20F (65118.240000 sec): 3 clusters
  Score: Raw -4634333.316727 + Penalty 11973.435078 = -4622359.881649
  nChanged 77
		SP:Iteration 21Q (65118.350000 sec): 3 clusters
  Score: Raw -4634375.727602 + Penalty 11973.435078 = -4622402.292525
  nChanged 75
		SP:Iteration 22Q (65118.460000 sec): 3 clusters
  Score: Raw -4634420.910482 + Penalty 11973.435078 = -4622447.475404
  nChanged 65
		SP:Iteration 23Q (65118.580000 sec): 3 clusters
  Score: Raw -4634454.352397 + Penalty 11973.435078 = -4622480.917319
  nChanged 59
		SP:Iteration 24Q (65118.690000 sec): 3 clusters
  Score: Raw -4634480.063260 + Penalty 11973.435078 = -4622506.628182
  nChanged 37
		SP:Iteration 25Q (65118.800000 sec): 3 clusters
  Score: Raw -4634495.545070 + Penalty 11973.435078 = -4622522.109992
  nChanged 28
		SP:Iteration 26Q (65118.920000 sec): 3 clusters
  Score: Raw -4634506.403771 + Penalty 11973.435078 = -4622532.968693
  nChanged 21
		SP:Iteration 27Q (65119.030000 sec): 3 clusters
  Score: Raw -4634512.824245 + Penalty 11973.435078 = -4622539.389167
  nChanged 20
		SP:Iteration 28Q (65119.140000 sec): 3 clusters
  Score: Raw -4634520.317924 + Penalty 11973.435078 = -4622546.882846
  nChanged 13
		SP:Iteration 29Q (65119.250000 sec): 3 clusters
  Score: Raw -4634523.989812 + Penalty 11973.435078 = -4622550.554734
  nChanged 8
		SP:Iteration 30Q (65119.360000 sec): 3 clusters
  Score: Raw -4634526.157659 + Penalty 11973.435078 = -4622552.722581
  nChanged 6
		SP:Iteration 31Q (65119.480000 sec): 3 clusters
  Score: Raw -4634527.692557 + Penalty 11973.435078 = -4622554.257479
  nChanged 5
		SP:Iteration 32Q (65119.580000 sec): 3 clusters
  Score: Raw -4634528.777003 + Penalty 11973.435078 = -4622555.341926
  nChanged 2
		SP:Iteration 33Q (65119.700000 sec): 3 clusters
  Score: Raw -4634529.125370 + Penalty 11973.435078 = -4622555.690292
  nChanged 1
		SP:Iteration 34Q (65119.810000 sec): 3 clusters
  Score: Raw -4634529.291115 + Penalty 11973.435078 = -4622555.856037
  nChanged 0
		SP:Iteration 35F (65119.940000 sec): 3 clusters
  Score: Raw -4634529.291115 + Penalty 11973.435078 = -4622555.856037
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65120.100000 sec): 2 clusters
  Score: Raw -6401627.450155 + Penalty 6175.461788 = -6395451.988367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65120.280000 sec): 3 clusters
  Score: Raw -6388840.488057 + Penalty 12350.923576 = -6376489.564481
  nChanged 9848
		SP:Iteration 1F (65120.470000 sec): 3 clusters
  Score: Raw -6394050.988317 + Penalty 12350.923576 = -6381700.064742
  nChanged 1439
		SP:Iteration 2F (65120.640000 sec): 3 clusters
  Score: Raw -6394661.775897 + Penalty 12350.923576 = -6382310.852321
  nChanged 1054
		SP:Iteration 3Q (65120.820000 sec): 3 clusters
  Score: Raw -6395068.977048 + Penalty 12350.923576 = -6382718.053472
  nChanged 801
		SP:Iteration 4Q (65121.000000 sec): 3 clusters
  Score: Raw -6395359.225903 + Penalty 12350.923576 = -6383008.302328
  nChanged 691
		SP:Iteration 5Q (65121.170000 sec): 3 clusters
  Score: Raw -6395589.135250 + Penalty 12350.923576 = -6383238.211674
  nChanged 621
		SP:Iteration 6Q (65121.350000 sec): 3 clusters
  Score: Raw -6395813.710033 + Penalty 12350.923576 = -6383462.786457
  nChanged 589
		SP:Iteration 7Q (65121.540000 sec): 3 clusters
  Score: Raw -6396010.278453 + Penalty 12350.923576 = -6383659.354877
  nChanged 496
		SP:Iteration 8Q (65121.720000 sec): 3 clusters
  Score: Raw -6396167.579591 + Penalty 12350.923576 = -6383816.656015
  nChanged 441
		SP:Iteration 9Q (65121.910000 sec): 3 clusters
  Score: Raw -6396298.789966 + Penalty 12350.923576 = -6383947.866391
  nChanged 417
		SP:Iteration 10Q (65122.080000 sec): 3 clusters
  Score: Raw -6396421.972258 + Penalty 12350.923576 = -6384071.048682
  nChanged 394
		SP:Iteration 11Q (65122.260000 sec): 3 clusters
  Score: Raw -6396533.166912 + Penalty 12350.923576 = -6384182.243336
  nChanged 374
		SP:Iteration 12Q (65122.440000 sec): 3 clusters
  Score: Raw -6396638.456104 + Penalty 12350.923576 = -6384287.532528
  nChanged 366
		SP:Iteration 13Q (65122.610000 sec): 3 clusters
  Score: Raw -6396746.509099 + Penalty 12350.923576 = -6384395.585523
  nChanged 394
		SP:Iteration 14Q (65122.790000 sec): 3 clusters
  Score: Raw -6396855.052995 + Penalty 12350.923576 = -6384504.129419
  nChanged 368
		SP:Iteration 15Q (65122.970000 sec): 3 clusters
  Score: Raw -6396955.935492 + Penalty 12350.923576 = -6384605.011916
  nChanged 364
		SP:Iteration 16Q (65123.140000 sec): 3 clusters
  Score: Raw -6397064.350399 + Penalty 12350.923576 = -6384713.426823
  nChanged 389
		SP:Iteration 17Q (65123.310000 sec): 3 clusters
  Score: Raw -6397178.416521 + Penalty 12350.923576 = -6384827.492945
  nChanged 426
		SP:Iteration 18Q (65123.490000 sec): 3 clusters
  Score: Raw -6397307.903735 + Penalty 12350.923576 = -6384956.980159
  nChanged 418
		SP:Iteration 19Q (65123.670000 sec): 3 clusters
  Score: Raw -6397442.796653 + Penalty 12350.923576 = -6385091.873077
  nChanged 480
		SP:Iteration 20F (65123.840000 sec): 3 clusters
  Score: Raw -6397613.533510 + Penalty 12350.923576 = -6385262.609934
  nChanged 530
		SP:Iteration 21Q (65124.020000 sec): 3 clusters
  Score: Raw -6397813.427831 + Penalty 12350.923576 = -6385462.504255
  nChanged 560
		SP:Iteration 22Q (65124.190000 sec): 3 clusters
  Score: Raw -6398043.043617 + Penalty 12350.923576 = -6385692.120041
  nChanged 648
		SP:Iteration 23Q (65124.370000 sec): 3 clusters
  Score: Raw -6398337.928593 + Penalty 12350.923576 = -6385987.005017
  nChanged 738
		SP:Iteration 24Q (65124.540000 sec): 3 clusters
  Score: Raw -6398731.108684 + Penalty 12350.923576 = -6386380.185108
  nChanged 813
		SP:Iteration 25Q (65124.720000 sec): 3 clusters
  Score: Raw -6399201.687968 + Penalty 12350.923576 = -6386850.764392
  nChanged 812
		SP:Iteration 26Q (65124.890000 sec): 3 clusters
  Score: Raw -6399706.664424 + Penalty 12350.923576 = -6387355.740849
  nChanged 782
		SP:Iteration 27Q (65125.070000 sec): 3 clusters
  Score: Raw -6400220.986163 + Penalty 12350.923576 = -6387870.062587
  nChanged 726
		SP:Iteration 28Q (65125.240000 sec): 3 clusters
  Score: Raw -6400719.745125 + Penalty 12350.923576 = -6388368.821549
  nChanged 657
		SP:Iteration 29Q (65125.410000 sec): 3 clusters
  Score: Raw -6401177.419775 + Penalty 12350.923576 = -6388826.496199
  nChanged 526
		SP:Iteration 30Q (65125.580000 sec): 3 clusters
  Score: Raw -6401547.388934 + Penalty 12350.923576 = -6389196.465358
  nChanged 411
		SP:Iteration 31Q (65125.750000 sec): 3 clusters
  Score: Raw -6401823.584334 + Penalty 12350.923576 = -6389472.660758
  nChanged 335
		SP:Iteration 32Q (65125.910000 sec): 3 clusters
  Score: Raw -6402052.283392 + Penalty 12350.923576 = -6389701.359816
  nChanged 249
		SP:Iteration 33Q (65126.070000 sec): 3 clusters
  Score: Raw -6402227.936136 + Penalty 12350.923576 = -6389877.012560
  nChanged 200
		SP:Iteration 34Q (65126.230000 sec): 3 clusters
  Score: Raw -6402359.826595 + Penalty 12350.923576 = -6390008.903019
  nChanged 143
		SP:Iteration 35Q (65126.380000 sec): 3 clusters
  Score: Raw -6402445.688532 + Penalty 12350.923576 = -6390094.764956
  nChanged 96
		SP:Iteration 36Q (65126.530000 sec): 3 clusters
  Score: Raw -6402501.653557 + Penalty 12350.923576 = -6390150.729981
  nChanged 65
		SP:Iteration 37Q (65126.680000 sec): 3 clusters
  Score: Raw -6402537.316026 + Penalty 12350.923576 = -6390186.392450
  nChanged 52
		SP:Iteration 38Q (65126.830000 sec): 3 clusters
  Score: Raw -6402566.563704 + Penalty 12350.923576 = -6390215.640128
  nChanged 46
		SP:Iteration 39Q (65126.970000 sec): 3 clusters
  Score: Raw -6402589.600008 + Penalty 12350.923576 = -6390238.676432
  nChanged 36
		SP:Iteration 40F (65127.150000 sec): 3 clusters
  Score: Raw -6402606.590551 + Penalty 12350.923576 = -6390255.666975
  nChanged 31
		SP:Iteration 41Q (65127.290000 sec): 3 clusters
  Score: Raw -6402622.074614 + Penalty 12350.923576 = -6390271.151038
  nChanged 29
		SP:Iteration 42Q (65127.440000 sec): 3 clusters
  Score: Raw -6402636.132996 + Penalty 12350.923576 = -6390285.209420
  nChanged 20
		SP:Iteration 43Q (65127.590000 sec): 3 clusters
  Score: Raw -6402647.625260 + Penalty 12350.923576 = -6390296.701684
  nChanged 19
		SP:Iteration 44Q (65127.730000 sec): 3 clusters
  Score: Raw -6402657.267383 + Penalty 12350.923576 = -6390306.343808
  nChanged 17
		SP:Iteration 45Q (65127.870000 sec): 3 clusters
  Score: Raw -6402665.788640 + Penalty 12350.923576 = -6390314.865065
  nChanged 19
		SP:Iteration 46Q (65128.020000 sec): 3 clusters
  Score: Raw -6402675.857795 + Penalty 12350.923576 = -6390324.934220
  nChanged 19
		SP:Iteration 47Q (65128.160000 sec): 3 clusters
  Score: Raw -6402687.046709 + Penalty 12350.923576 = -6390336.123133
  nChanged 17
		SP:Iteration 48Q (65128.310000 sec): 3 clusters
  Score: Raw -6402696.765170 + Penalty 12350.923576 = -6390345.841594
  nChanged 11
		SP:Iteration 49Q (65128.450000 sec): 3 clusters
  Score: Raw -6402702.424178 + Penalty 12350.923576 = -6390351.500603
  nChanged 12
		SP:Iteration 50Q (65128.590000 sec): 3 clusters
  Score: Raw -6402708.194267 + Penalty 12350.923576 = -6390357.270691
  nChanged 15
		SP:Iteration 51Q (65128.730000 sec): 3 clusters
  Score: Raw -6402715.807590 + Penalty 12350.923576 = -6390364.884014
  nChanged 10
		SP:Iteration 52Q (65128.870000 sec): 3 clusters
  Score: Raw -6402721.118324 + Penalty 12350.923576 = -6390370.194748
  nChanged 10
		SP:Iteration 53Q (65129.020000 sec): 3 clusters
  Score: Raw -6402725.000982 + Penalty 12350.923576 = -6390374.077406
  nChanged 3
		SP:Iteration 54Q (65129.160000 sec): 3 clusters
  Score: Raw -6402727.150722 + Penalty 12350.923576 = -6390376.227146
  nChanged 9
		SP:Iteration 55Q (65129.310000 sec): 3 clusters
  Score: Raw -6402732.112151 + Penalty 12350.923576 = -6390381.188575
  nChanged 6
		SP:Iteration 56Q (65129.460000 sec): 3 clusters
  Score: Raw -6402734.565582 + Penalty 12350.923576 = -6390383.642006
  nChanged 7
		SP:Iteration 57Q (65129.610000 sec): 3 clusters
  Score: Raw -6402737.570866 + Penalty 12350.923576 = -6390386.647291
  nChanged 4
		SP:Iteration 58Q (65129.760000 sec): 3 clusters
  Score: Raw -6402739.783558 + Penalty 12350.923576 = -6390388.859982
  nChanged 2
		SP:Iteration 59Q (65129.900000 sec): 3 clusters
  Score: Raw -6402740.641579 + Penalty 12350.923576 = -6390389.718003
  nChanged 0
		SP:Iteration 60F (65130.090000 sec): 3 clusters
  Score: Raw -6402740.641579 + Penalty 12350.923576 = -6390389.718003
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65130.230000 sec): 2 clusters
  Score: Raw -5286142.109459 + Penalty 6075.126079 = -5280066.983380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65130.380000 sec): 3 clusters
  Score: Raw -5275389.355562 + Penalty 12150.252158 = -5263239.103404
  nChanged 8388
		SP:Iteration 1F (65130.540000 sec): 3 clusters
  Score: Raw -5279875.675969 + Penalty 12150.252158 = -5267725.423811
  nChanged 1376
		SP:Iteration 2F (65130.690000 sec): 3 clusters
  Score: Raw -5280547.210267 + Penalty 12150.252158 = -5268396.958110
  nChanged 1041
		SP:Iteration 3F (65130.840000 sec): 3 clusters
  Score: Raw -5281049.106201 + Penalty 12150.252158 = -5268898.854043
  nChanged 865
		SP:Iteration 4Q (65131.000000 sec): 3 clusters
  Score: Raw -5281438.238127 + Penalty 12150.252158 = -5269287.985969
  nChanged 711
		SP:Iteration 5Q (65131.150000 sec): 3 clusters
  Score: Raw -5281728.206749 + Penalty 12150.252158 = -5269577.954591
  nChanged 592
		SP:Iteration 6Q (65131.310000 sec): 3 clusters
  Score: Raw -5281959.301041 + Penalty 12150.252158 = -5269809.048884
  nChanged 538
		SP:Iteration 7Q (65131.460000 sec): 3 clusters
  Score: Raw -5282171.069951 + Penalty 12150.252158 = -5270020.817793
  nChanged 472
		SP:Iteration 8Q (65131.620000 sec): 3 clusters
  Score: Raw -5282357.883532 + Penalty 12150.252158 = -5270207.631374
  nChanged 440
		SP:Iteration 9Q (65131.770000 sec): 3 clusters
  Score: Raw -5282542.606629 + Penalty 12150.252158 = -5270392.354471
  nChanged 448
		SP:Iteration 10Q (65131.920000 sec): 3 clusters
  Score: Raw -5282717.603104 + Penalty 12150.252158 = -5270567.350947
  nChanged 436
		SP:Iteration 11Q (65132.080000 sec): 3 clusters
  Score: Raw -5282896.812894 + Penalty 12150.252158 = -5270746.560736
  nChanged 417
		SP:Iteration 12Q (65132.230000 sec): 3 clusters
  Score: Raw -5283051.733236 + Penalty 12150.252158 = -5270901.481078
  nChanged 382
		SP:Iteration 13Q (65132.390000 sec): 3 clusters
  Score: Raw -5283195.101450 + Penalty 12150.252158 = -5271044.849292
  nChanged 336
		SP:Iteration 14Q (65132.540000 sec): 3 clusters
  Score: Raw -5283313.155425 + Penalty 12150.252158 = -5271162.903267
  nChanged 335
		SP:Iteration 15Q (65132.690000 sec): 3 clusters
  Score: Raw -5283430.618909 + Penalty 12150.252158 = -5271280.366751
  nChanged 342
		SP:Iteration 16Q (65132.850000 sec): 3 clusters
  Score: Raw -5283555.165427 + Penalty 12150.252158 = -5271404.913269
  nChanged 352
		SP:Iteration 17Q (65133.000000 sec): 3 clusters
  Score: Raw -5283690.518750 + Penalty 12150.252158 = -5271540.266592
  nChanged 346
		SP:Iteration 18Q (65133.150000 sec): 3 clusters
  Score: Raw -5283827.179041 + Penalty 12150.252158 = -5271676.926883
  nChanged 357
		SP:Iteration 19Q (65133.310000 sec): 3 clusters
  Score: Raw -5283975.082790 + Penalty 12150.252158 = -5271824.830632
  nChanged 368
		SP:Iteration 20F (65133.460000 sec): 3 clusters
  Score: Raw -5284136.545155 + Penalty 12150.252158 = -5271986.292997
  nChanged 381
		SP:Iteration 21Q (65133.610000 sec): 3 clusters
  Score: Raw -5284301.281033 + Penalty 12150.252158 = -5272151.028875
  nChanged 380
		SP:Iteration 22Q (65133.760000 sec): 3 clusters
  Score: Raw -5284471.865866 + Penalty 12150.252158 = -5272321.613708
  nChanged 406
		SP:Iteration 23Q (65133.910000 sec): 3 clusters
  Score: Raw -5284653.339820 + Penalty 12150.252158 = -5272503.087662
  nChanged 395
		SP:Iteration 24Q (65134.070000 sec): 3 clusters
  Score: Raw -5284850.925587 + Penalty 12150.252158 = -5272700.673429
  nChanged 388
		SP:Iteration 25Q (65134.210000 sec): 3 clusters
  Score: Raw -5285052.224825 + Penalty 12150.252158 = -5272901.972667
  nChanged 389
		SP:Iteration 26Q (65134.360000 sec): 3 clusters
  Score: Raw -5285253.128183 + Penalty 12150.252158 = -5273102.876025
  nChanged 383
		SP:Iteration 27Q (65134.510000 sec): 3 clusters
  Score: Raw -5285463.354915 + Penalty 12150.252158 = -5273313.102758
  nChanged 371
		SP:Iteration 28Q (65134.650000 sec): 3 clusters
  Score: Raw -5285672.831306 + Penalty 12150.252158 = -5273522.579148
  nChanged 346
		SP:Iteration 29Q (65134.790000 sec): 3 clusters
  Score: Raw -5285864.296591 + Penalty 12150.252158 = -5273714.044434
  nChanged 333
		SP:Iteration 30Q (65134.930000 sec): 3 clusters
  Score: Raw -5286071.304095 + Penalty 12150.252158 = -5273921.051937
  nChanged 316
		SP:Iteration 31Q (65135.060000 sec): 3 clusters
  Score: Raw -5286271.496567 + Penalty 12150.252158 = -5274121.244409
  nChanged 292
		SP:Iteration 32Q (65135.200000 sec): 3 clusters
  Score: Raw -5286456.894448 + Penalty 12150.252158 = -5274306.642290
  nChanged 235
		SP:Iteration 33Q (65135.330000 sec): 3 clusters
  Score: Raw -5286608.000070 + Penalty 12150.252158 = -5274457.747912
  nChanged 208
		SP:Iteration 34Q (65135.470000 sec): 3 clusters
  Score: Raw -5286747.903325 + Penalty 12150.252158 = -5274597.651168
  nChanged 172
		SP:Iteration 35Q (65135.600000 sec): 3 clusters
  Score: Raw -5286868.032698 + Penalty 12150.252158 = -5274717.780540
  nChanged 153
		SP:Iteration 36Q (65135.730000 sec): 3 clusters
  Score: Raw -5286971.062304 + Penalty 12150.252158 = -5274820.810147
  nChanged 128
		SP:Iteration 37Q (65135.850000 sec): 3 clusters
  Score: Raw -5287062.410247 + Penalty 12150.252158 = -5274912.158090
  nChanged 120
		SP:Iteration 38Q (65135.990000 sec): 3 clusters
  Score: Raw -5287153.879498 + Penalty 12150.252158 = -5275003.627341
  nChanged 85
		SP:Iteration 39Q (65136.110000 sec): 3 clusters
  Score: Raw -5287210.853474 + Penalty 12150.252158 = -5275060.601316
  nChanged 69
		SP:Iteration 40F (65136.270000 sec): 3 clusters
  Score: Raw -5287255.908363 + Penalty 12150.252158 = -5275105.656205
  nChanged 60
		SP:Iteration 41Q (65136.400000 sec): 3 clusters
  Score: Raw -5287293.707005 + Penalty 12150.252158 = -5275143.454848
  nChanged 45
		SP:Iteration 42Q (65136.530000 sec): 3 clusters
  Score: Raw -5287326.689818 + Penalty 12150.252158 = -5275176.437660
  nChanged 45
		SP:Iteration 43Q (65136.650000 sec): 3 clusters
  Score: Raw -5287361.056677 + Penalty 12150.252158 = -5275210.804519
  nChanged 33
		SP:Iteration 44Q (65136.780000 sec): 3 clusters
  Score: Raw -5287388.829186 + Penalty 12150.252158 = -5275238.577029
  nChanged 26
		SP:Iteration 45Q (65136.900000 sec): 3 clusters
  Score: Raw -5287404.975397 + Penalty 12150.252158 = -5275254.723239
  nChanged 18
		SP:Iteration 46Q (65137.030000 sec): 3 clusters
  Score: Raw -5287417.298504 + Penalty 12150.252158 = -5275267.046346
  nChanged 15
		SP:Iteration 47Q (65137.150000 sec): 3 clusters
  Score: Raw -5287430.019998 + Penalty 12150.252158 = -5275279.767840
  nChanged 16
		SP:Iteration 48Q (65137.270000 sec): 3 clusters
  Score: Raw -5287441.661607 + Penalty 12150.252158 = -5275291.409450
  nChanged 18
		SP:Iteration 49Q (65137.400000 sec): 3 clusters
  Score: Raw -5287454.799398 + Penalty 12150.252158 = -5275304.547240
  nChanged 12
		SP:Iteration 50Q (65137.520000 sec): 3 clusters
  Score: Raw -5287462.365175 + Penalty 12150.252158 = -5275312.113017
  nChanged 10
		SP:Iteration 51Q (65137.640000 sec): 3 clusters
  Score: Raw -5287469.052446 + Penalty 12150.252158 = -5275318.800288
  nChanged 16
		SP:Iteration 52Q (65137.770000 sec): 3 clusters
  Score: Raw -5287481.710912 + Penalty 12150.252158 = -5275331.458755
  nChanged 13
		SP:Iteration 53Q (65137.890000 sec): 3 clusters
  Score: Raw -5287492.090757 + Penalty 12150.252158 = -5275341.838599
  nChanged 11
		SP:Iteration 54Q (65138.010000 sec): 3 clusters
  Score: Raw -5287504.126971 + Penalty 12150.252158 = -5275353.874813
  nChanged 13
		SP:Iteration 55Q (65138.130000 sec): 3 clusters
  Score: Raw -5287515.177845 + Penalty 12150.252158 = -5275364.925687
  nChanged 13
		SP:Iteration 56Q (65138.250000 sec): 3 clusters
  Score: Raw -5287525.942337 + Penalty 12150.252158 = -5275375.690179
  nChanged 7
		SP:Iteration 57Q (65138.370000 sec): 3 clusters
  Score: Raw -5287530.548852 + Penalty 12150.252158 = -5275380.296695
  nChanged 5
		SP:Iteration 58Q (65138.490000 sec): 3 clusters
  Score: Raw -5287534.231577 + Penalty 12150.252158 = -5275383.979419
  nChanged 4
		SP:Iteration 59Q (65138.610000 sec): 3 clusters
  Score: Raw -5287537.018276 + Penalty 12150.252158 = -5275386.766119
  nChanged 3
		SP:Iteration 60F (65138.750000 sec): 3 clusters
  Score: Raw -5287538.524761 + Penalty 12150.252158 = -5275388.272603
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65138.770000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65138.780000 sec): 3 clusters
  Score: Raw -66746.882288 + Penalty 6825.888689 = -59920.993599
  nChanged 5
		SP:Iteration 1Q (65138.780000 sec): 3 clusters
  Score: Raw -66790.060217 + Penalty 6825.888689 = -59964.171527
  nChanged 3
		SP:Iteration 2Q (65138.780000 sec): 3 clusters
  Score: Raw -66820.131287 + Penalty 6825.888689 = -59994.242598
  nChanged 1
		SP:Iteration 3Q (65138.780000 sec): 3 clusters
  Score: Raw -66832.571855 + Penalty 6825.888689 = -60006.683166
  nChanged 0
		SP:Iteration 4F (65138.790000 sec): 3 clusters
  Score: Raw -66832.571855 + Penalty 6825.888689 = -60006.683166
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (21258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65138.930000 sec): 2 clusters
  Score: Raw -5632312.106611 + Penalty 6103.249252 = -5626208.857359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65139.090000 sec): 3 clusters
  Score: Raw -5621105.660100 + Penalty 12206.498503 = -5608899.161597
  nChanged 8611
		SP:Iteration 1F (65139.250000 sec): 3 clusters
  Score: Raw -5625637.387043 + Penalty 12206.498503 = -5613430.888539
  nChanged 1462
		SP:Iteration 2F (65139.420000 sec): 3 clusters
  Score: Raw -5626389.194340 + Penalty 12206.498503 = -5614182.695837
  nChanged 1144
		SP:Iteration 3F (65139.580000 sec): 3 clusters
  Score: Raw -5626941.429171 + Penalty 12206.498503 = -5614734.930668
  nChanged 933
		SP:Iteration 4Q (65139.740000 sec): 3 clusters
  Score: Raw -5627396.735484 + Penalty 12206.498503 = -5615190.236981
  nChanged 823
		SP:Iteration 5Q (65139.910000 sec): 3 clusters
  Score: Raw -5627780.406113 + Penalty 12206.498503 = -5615573.907610
  nChanged 774
		SP:Iteration 6Q (65140.070000 sec): 3 clusters
  Score: Raw -5628165.302388 + Penalty 12206.498503 = -5615958.803884
  nChanged 740
		SP:Iteration 7Q (65140.230000 sec): 3 clusters
  Score: Raw -5628535.686572 + Penalty 12206.498503 = -5616329.188069
  nChanged 729
		SP:Iteration 8Q (65140.390000 sec): 3 clusters
  Score: Raw -5628922.674612 + Penalty 12206.498503 = -5616716.176109
  nChanged 757
		SP:Iteration 9Q (65140.560000 sec): 3 clusters
  Score: Raw -5629323.239565 + Penalty 12206.498503 = -5617116.741062
  nChanged 748
		SP:Iteration 10Q (65140.720000 sec): 3 clusters
  Score: Raw -5629736.173323 + Penalty 12206.498503 = -5617529.674820
  nChanged 727
		SP:Iteration 11Q (65140.880000 sec): 3 clusters
  Score: Raw -5630110.991378 + Penalty 12206.498503 = -5617904.492875
  nChanged 721
		SP:Iteration 12Q (65141.040000 sec): 3 clusters
  Score: Raw -5630443.327290 + Penalty 12206.498503 = -5618236.828786
  nChanged 579
		SP:Iteration 13Q (65141.200000 sec): 3 clusters
  Score: Raw -5630682.202546 + Penalty 12206.498503 = -5618475.704043
  nChanged 470
		SP:Iteration 14Q (65141.360000 sec): 3 clusters
  Score: Raw -5630867.470355 + Penalty 12206.498503 = -5618660.971852
  nChanged 404
		SP:Iteration 15Q (65141.520000 sec): 3 clusters
  Score: Raw -5631009.415260 + Penalty 12206.498503 = -5618802.916757
  nChanged 346
		SP:Iteration 16Q (65141.680000 sec): 3 clusters
  Score: Raw -5631126.146278 + Penalty 12206.498503 = -5618919.647775
  nChanged 296
		SP:Iteration 17Q (65141.840000 sec): 3 clusters
  Score: Raw -5631223.994954 + Penalty 12206.498503 = -5619017.496451
  nChanged 273
		SP:Iteration 18Q (65142.000000 sec): 3 clusters
  Score: Raw -5631308.458139 + Penalty 12206.498503 = -5619101.959636
  nChanged 257
		SP:Iteration 19Q (65142.160000 sec): 3 clusters
  Score: Raw -5631382.596709 + Penalty 12206.498503 = -5619176.098206
  nChanged 215
		SP:Iteration 20F (65142.320000 sec): 3 clusters
  Score: Raw -5631437.353501 + Penalty 12206.498503 = -5619230.854997
  nChanged 142
		SP:Iteration 21Q (65142.480000 sec): 3 clusters
  Score: Raw -5631471.468820 + Penalty 12206.498503 = -5619264.970316
  nChanged 120
		SP:Iteration 22Q (65142.650000 sec): 3 clusters
  Score: Raw -5631495.880613 + Penalty 12206.498503 = -5619289.382110
  nChanged 92
		SP:Iteration 23Q (65142.800000 sec): 3 clusters
  Score: Raw -5631514.219444 + Penalty 12206.498503 = -5619307.720941
  nChanged 75
		SP:Iteration 24Q (65142.960000 sec): 3 clusters
  Score: Raw -5631529.953555 + Penalty 12206.498503 = -5619323.455052
  nChanged 62
		SP:Iteration 25Q (65143.110000 sec): 3 clusters
  Score: Raw -5631544.488045 + Penalty 12206.498503 = -5619337.989541
  nChanged 82
		SP:Iteration 26Q (65143.270000 sec): 3 clusters
  Score: Raw -5631563.247837 + Penalty 12206.498503 = -5619356.749334
  nChanged 83
		SP:Iteration 27Q (65143.420000 sec): 3 clusters
  Score: Raw -5631583.648134 + Penalty 12206.498503 = -5619377.149631
  nChanged 96
		SP:Iteration 28Q (65143.570000 sec): 3 clusters
  Score: Raw -5631603.899870 + Penalty 12206.498503 = -5619397.401367
  nChanged 79
		SP:Iteration 29Q (65143.730000 sec): 3 clusters
  Score: Raw -5631622.037574 + Penalty 12206.498503 = -5619415.539071
  nChanged 84
		SP:Iteration 30Q (65143.880000 sec): 3 clusters
  Score: Raw -5631642.984294 + Penalty 12206.498503 = -5619436.485791
  nChanged 87
		SP:Iteration 31Q (65144.030000 sec): 3 clusters
  Score: Raw -5631663.369396 + Penalty 12206.498503 = -5619456.870893
  nChanged 81
		SP:Iteration 32Q (65144.190000 sec): 3 clusters
  Score: Raw -5631681.246202 + Penalty 12206.498503 = -5619474.747699
  nChanged 85
		SP:Iteration 33Q (65144.340000 sec): 3 clusters
  Score: Raw -5631698.409278 + Penalty 12206.498503 = -5619491.910775
  nChanged 77
		SP:Iteration 34Q (65144.490000 sec): 3 clusters
  Score: Raw -5631714.506109 + Penalty 12206.498503 = -5619508.007606
  nChanged 68
		SP:Iteration 35Q (65144.650000 sec): 3 clusters
  Score: Raw -5631727.317945 + Penalty 12206.498503 = -5619520.819441
  nChanged 64
		SP:Iteration 36Q (65144.800000 sec): 3 clusters
  Score: Raw -5631741.059913 + Penalty 12206.498503 = -5619534.561409
  nChanged 61
		SP:Iteration 37Q (65144.950000 sec): 3 clusters
  Score: Raw -5631753.337914 + Penalty 12206.498503 = -5619546.839411
  nChanged 64
		SP:Iteration 38Q (65145.110000 sec): 3 clusters
  Score: Raw -5631765.370447 + Penalty 12206.498503 = -5619558.871944
  nChanged 56
		SP:Iteration 39Q (65145.260000 sec): 3 clusters
  Score: Raw -5631776.416987 + Penalty 12206.498503 = -5619569.918484
  nChanged 50
		SP:Iteration 40F (65145.410000 sec): 3 clusters
  Score: Raw -5631784.882297 + Penalty 12206.498503 = -5619578.383793
  nChanged 39
		SP:Iteration 41Q (65145.570000 sec): 3 clusters
  Score: Raw -5631791.444726 + Penalty 12206.498503 = -5619584.946223
  nChanged 28
		SP:Iteration 42Q (65145.720000 sec): 3 clusters
  Score: Raw -5631796.281602 + Penalty 12206.498503 = -5619589.783098
  nChanged 27
		SP:Iteration 43Q (65145.880000 sec): 3 clusters
  Score: Raw -5631800.206613 + Penalty 12206.498503 = -5619593.708110
  nChanged 23
		SP:Iteration 44Q (65146.030000 sec): 3 clusters
  Score: Raw -5631803.868968 + Penalty 12206.498503 = -5619597.370464
  nChanged 22
		SP:Iteration 45Q (65146.190000 sec): 3 clusters
  Score: Raw -5631807.868766 + Penalty 12206.498503 = -5619601.370263
  nChanged 18
		SP:Iteration 46Q (65146.340000 sec): 3 clusters
  Score: Raw -5631810.901872 + Penalty 12206.498503 = -5619604.403368
  nChanged 17
		SP:Iteration 47Q (65146.490000 sec): 3 clusters
  Score: Raw -5631814.029220 + Penalty 12206.498503 = -5619607.530717
  nChanged 19
		SP:Iteration 48Q (65146.650000 sec): 3 clusters
  Score: Raw -5631817.407442 + Penalty 12206.498503 = -5619610.908938
  nChanged 14
		SP:Iteration 49Q (65146.800000 sec): 3 clusters
  Score: Raw -5631819.563369 + Penalty 12206.498503 = -5619613.064865
  nChanged 14
		SP:Iteration 50Q (65146.950000 sec): 3 clusters
  Score: Raw -5631821.518348 + Penalty 12206.498503 = -5619615.019845
  nChanged 15
		SP:Iteration 51Q (65147.110000 sec): 3 clusters
  Score: Raw -5631823.902739 + Penalty 12206.498503 = -5619617.404236
  nChanged 11
		SP:Iteration 52Q (65147.260000 sec): 3 clusters
  Score: Raw -5631825.890951 + Penalty 12206.498503 = -5619619.392447
  nChanged 17
		SP:Iteration 53Q (65147.410000 sec): 3 clusters
  Score: Raw -5631828.760785 + Penalty 12206.498503 = -5619622.262282
  nChanged 15
		SP:Iteration 54Q (65147.570000 sec): 3 clusters
  Score: Raw -5631831.563945 + Penalty 12206.498503 = -5619625.065441
  nChanged 20
		SP:Iteration 55Q (65147.720000 sec): 3 clusters
  Score: Raw -5631834.168038 + Penalty 12206.498503 = -5619627.669535
  nChanged 13
		SP:Iteration 56Q (65147.880000 sec): 3 clusters
  Score: Raw -5631836.299895 + Penalty 12206.498503 = -5619629.801392
  nChanged 11
		SP:Iteration 57Q (65148.030000 sec): 3 clusters
  Score: Raw -5631837.906385 + Penalty 12206.498503 = -5619631.407882
  nChanged 12
		SP:Iteration 58Q (65148.190000 sec): 3 clusters
  Score: Raw -5631839.583035 + Penalty 12206.498503 = -5619633.084531
  nChanged 9
		SP:Iteration 59Q (65148.340000 sec): 3 clusters
  Score: Raw -5631841.113055 + Penalty 12206.498503 = -5619634.614552
  nChanged 10
		SP:Iteration 60F (65148.500000 sec): 3 clusters
  Score: Raw -5631842.715252 + Penalty 12206.498503 = -5619636.216748
  nChanged 10
		SP:Iteration 61Q (65148.650000 sec): 3 clusters
  Score: Raw -5631844.122147 + Penalty 12206.498503 = -5619637.623644
  nChanged 8
		SP:Iteration 62Q (65148.810000 sec): 3 clusters
  Score: Raw -5631845.263037 + Penalty 12206.498503 = -5619638.764534
  nChanged 13
		SP:Iteration 63Q (65148.960000 sec): 3 clusters
  Score: Raw -5631846.886514 + Penalty 12206.498503 = -5619640.388011
  nChanged 9
		SP:Iteration 64Q (65149.110000 sec): 3 clusters
  Score: Raw -5631847.982806 + Penalty 12206.498503 = -5619641.484303
  nChanged 4
		SP:Iteration 65Q (65149.270000 sec): 3 clusters
  Score: Raw -5631848.451704 + Penalty 12206.498503 = -5619641.953201
  nChanged 5
		SP:Iteration 66Q (65149.420000 sec): 3 clusters
  Score: Raw -5631849.079037 + Penalty 12206.498503 = -5619642.580534
  nChanged 3
		SP:Iteration 67Q (65149.580000 sec): 3 clusters
  Score: Raw -5631849.321009 + Penalty 12206.498503 = -5619642.822506
  nChanged 3
		SP:Iteration 68Q (65149.730000 sec): 3 clusters
  Score: Raw -5631849.687299 + Penalty 12206.498503 = -5619643.188796
  nChanged 2
		SP:Iteration 69Q (65149.890000 sec): 3 clusters
  Score: Raw -5631849.849348 + Penalty 12206.498503 = -5619643.350844
  nChanged 2
		SP:Iteration 70Q (65150.040000 sec): 3 clusters
  Score: Raw -5631850.097019 + Penalty 12206.498503 = -5619643.598516
  nChanged 1
		SP:Iteration 71Q (65150.190000 sec): 3 clusters
  Score: Raw -5631850.317190 + Penalty 12206.498503 = -5619643.818687
  nChanged 2
		SP:Iteration 72Q (65150.350000 sec): 3 clusters
  Score: Raw -5631850.706790 + Penalty 12206.498503 = -5619644.208286
  nChanged 1
		SP:Iteration 73Q (65150.500000 sec): 3 clusters
  Score: Raw -5631850.859793 + Penalty 12206.498503 = -5619644.361289
  nChanged 2
		SP:Iteration 74Q (65150.650000 sec): 3 clusters
  Score: Raw -5631851.004156 + Penalty 12206.498503 = -5619644.505653
  nChanged 1
		SP:Iteration 75Q (65150.810000 sec): 3 clusters
  Score: Raw -5631851.094037 + Penalty 12206.498503 = -5619644.595534
  nChanged 1
		SP:Iteration 76Q (65150.960000 sec): 3 clusters
  Score: Raw -5631851.176326 + Penalty 12206.498503 = -5619644.677823
  nChanged 0
		SP:Iteration 77F (65151.120000 sec): 3 clusters
  Score: Raw -5631851.176326 + Penalty 12206.498503 = -5619644.677823
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (439472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65154.070000 sec): 2 clusters
  Score: Raw -116422361.278607 + Penalty 7958.414187 = -116414402.864420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65157.350000 sec): 3 clusters
  Score: Raw -116135227.296067 + Penalty 15916.828375 = -116119310.467693
  nChanged 210480
		SP:Iteration 1F (65160.630000 sec): 3 clusters
  Score: Raw -116257425.512299 + Penalty 15916.828375 = -116241508.683924
  nChanged 9811
		SP:Iteration 2Q (65163.940000 sec): 3 clusters
  Score: Raw -116258912.748977 + Penalty 15916.828375 = -116242995.920603
  nChanged 9784
		SP:Iteration 3Q (65167.220000 sec): 3 clusters
  Score: Raw -116260461.896633 + Penalty 15916.828375 = -116244545.068259
  nChanged 9995
		SP:Iteration 4Q (65170.500000 sec): 3 clusters
  Score: Raw -116262214.878862 + Penalty 15916.828375 = -116246298.050488
  nChanged 10814
		SP:Iteration 5Q (65173.780000 sec): 3 clusters
  Score: Raw -116264473.969953 + Penalty 15916.828375 = -116248557.141578
  nChanged 12613
		SP:Iteration 6Q (65177.080000 sec): 3 clusters
  Score: Raw -116267872.328126 + Penalty 15916.828375 = -116251955.499751
  nChanged 16365
		SP:Iteration 7Q (65180.360000 sec): 3 clusters
  Score: Raw -116273876.132934 + Penalty 15916.828375 = -116257959.304559
  nChanged 22951
		SP:Iteration 8F (65183.600000 sec): 3 clusters
  Score: Raw -116285572.556026 + Penalty 15916.828375 = -116269655.727651
  nChanged 32329
		SP:Iteration 9F (65186.860000 sec): 3 clusters
  Score: Raw -116307958.740387 + Penalty 15916.828375 = -116292041.912012
  nChanged 40433
		SP:Iteration 10F (65190.180000 sec): 3 clusters
  Score: Raw -116343360.964746 + Penalty 15916.828375 = -116327444.136372
  nChanged 39579
		SP:Iteration 11F (65193.530000 sec): 3 clusters
  Score: Raw -116382824.423567 + Penalty 15916.828375 = -116366907.595193
  nChanged 26120
		SP:Iteration 12F (65196.830000 sec): 3 clusters
  Score: Raw -116409195.052999 + Penalty 15916.828375 = -116393278.224625
  nChanged 10629
		SP:Iteration 13Q (65199.740000 sec): 3 clusters
  Score: Raw -116419336.181202 + Penalty 15916.828375 = -116403419.352828
  nChanged 2883
		SP:Iteration 14Q (65202.350000 sec): 3 clusters
  Score: Raw -116422038.471334 + Penalty 15916.828375 = -116406121.642960
  nChanged 641
		SP:Iteration 15Q (65204.700000 sec): 3 clusters
  Score: Raw -116422703.702000 + Penalty 15916.828375 = -116406786.873625
  nChanged 197
		SP:Iteration 16Q (65206.930000 sec): 3 clusters
  Score: Raw -116422940.480397 + Penalty 15916.828375 = -116407023.652023
  nChanged 100
		SP:Iteration 17Q (65209.110000 sec): 3 clusters
  Score: Raw -116423068.196412 + Penalty 15916.828375 = -116407151.368037
  nChanged 60
		SP:Iteration 18Q (65211.280000 sec): 3 clusters
  Score: Raw -116423151.532559 + Penalty 15916.828375 = -116407234.704184
  nChanged 33
		SP:Iteration 19Q (65213.450000 sec): 3 clusters
  Score: Raw -116423197.365092 + Penalty 15916.828375 = -116407280.536717
  nChanged 24
		SP:Iteration 20F (65216.660000 sec): 3 clusters
  Score: Raw -116423228.922697 + Penalty 15916.828375 = -116407312.094323
  nChanged 11
		SP:Iteration 21Q (65218.840000 sec): 3 clusters
  Score: Raw -116423243.229540 + Penalty 15916.828375 = -116407326.401165
  nChanged 10
		SP:Iteration 22Q (65221.070000 sec): 3 clusters
  Score: Raw -116423254.842764 + Penalty 15916.828375 = -116407338.014390
  nChanged 6
		SP:Iteration 23Q (65223.240000 sec): 3 clusters
  Score: Raw -116423262.793463 + Penalty 15916.828375 = -116407345.965089
  nChanged 9
		SP:Iteration 24Q (65225.400000 sec): 3 clusters
  Score: Raw -116423275.902202 + Penalty 15916.828375 = -116407359.073827
  nChanged 6
		SP:Iteration 25Q (65227.560000 sec): 3 clusters
  Score: Raw -116423285.723829 + Penalty 15916.828375 = -116407368.895455
  nChanged 6
		SP:Iteration 26Q (65229.730000 sec): 3 clusters
  Score: Raw -116423294.275294 + Penalty 15916.828375 = -116407377.446919
  nChanged 7
		SP:Iteration 27Q (65231.890000 sec): 3 clusters
  Score: Raw -116423304.798250 + Penalty 15916.828375 = -116407387.969876
  nChanged 2
		SP:Iteration 28Q (65234.050000 sec): 3 clusters
  Score: Raw -116423306.727076 + Penalty 15916.828375 = -116407389.898702
  nChanged 3
		SP:Iteration 29Q (65236.240000 sec): 3 clusters
  Score: Raw -116423310.899305 + Penalty 15916.828375 = -116407394.070931
  nChanged 3
		SP:Iteration 30Q (65238.420000 sec): 3 clusters
  Score: Raw -116423314.940873 + Penalty 15916.828375 = -116407398.112499
  nChanged 1
		SP:Iteration 31Q (65240.590000 sec): 3 clusters
  Score: Raw -116423316.419197 + Penalty 15916.828375 = -116407399.590823
  nChanged 0
		SP:Iteration 32F (65243.810000 sec): 3 clusters
  Score: Raw -116423316.419197 + Penalty 15916.828375 = -116407399.590823
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65244.420000 sec): 2 clusters
  Score: Raw -16001716.924740 + Penalty 6740.417312 = -15994976.507427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65244.850000 sec): 3 clusters
  Score: Raw -15966263.959792 + Penalty 13480.834624 = -15952783.125167
  nChanged 26788
		SP:Iteration 1F (65245.290000 sec): 3 clusters
  Score: Raw -15980386.095912 + Penalty 13480.834624 = -15966905.261288
  nChanged 2844
		SP:Iteration 2Q (65245.730000 sec): 3 clusters
  Score: Raw -15981356.191740 + Penalty 13480.834624 = -15967875.357116
  nChanged 2590
		SP:Iteration 3Q (65246.170000 sec): 3 clusters
  Score: Raw -15982244.371416 + Penalty 13480.834624 = -15968763.536791
  nChanged 2429
		SP:Iteration 4Q (65246.610000 sec): 3 clusters
  Score: Raw -15983142.688520 + Penalty 13480.834624 = -15969661.853896
  nChanged 2515
		SP:Iteration 5Q (65247.060000 sec): 3 clusters
  Score: Raw -15984165.523777 + Penalty 13480.834624 = -15970684.689153
  nChanged 2755
		SP:Iteration 6Q (65247.490000 sec): 3 clusters
  Score: Raw -15985343.059326 + Penalty 13480.834624 = -15971862.224702
  nChanged 2928
		SP:Iteration 7Q (65247.940000 sec): 3 clusters
  Score: Raw -15986729.514098 + Penalty 13480.834624 = -15973248.679474
  nChanged 3117
		SP:Iteration 8F (65248.370000 sec): 3 clusters
  Score: Raw -15988335.618934 + Penalty 13480.834624 = -15974854.784310
  nChanged 3171
		SP:Iteration 9F (65248.810000 sec): 3 clusters
  Score: Raw -15990100.880684 + Penalty 13480.834624 = -15976620.046059
  nChanged 3137
		SP:Iteration 10F (65249.240000 sec): 3 clusters
  Score: Raw -15992038.400710 + Penalty 13480.834624 = -15978557.566086
  nChanged 2973
		SP:Iteration 11Q (65249.680000 sec): 3 clusters
  Score: Raw -15993958.377173 + Penalty 13480.834624 = -15980477.542548
  nChanged 2581
		SP:Iteration 12Q (65250.120000 sec): 3 clusters
  Score: Raw -15995777.300569 + Penalty 13480.834624 = -15982296.465945
  nChanged 2190
		SP:Iteration 13Q (65250.550000 sec): 3 clusters
  Score: Raw -15997432.618419 + Penalty 13480.834624 = -15983951.783795
  nChanged 1866
		SP:Iteration 14Q (65250.980000 sec): 3 clusters
  Score: Raw -15998936.346195 + Penalty 13480.834624 = -15985455.511571
  nChanged 1501
		SP:Iteration 15Q (65251.390000 sec): 3 clusters
  Score: Raw -16000041.622304 + Penalty 13480.834624 = -15986560.787680
  nChanged 1122
		SP:Iteration 16Q (65251.780000 sec): 3 clusters
  Score: Raw -16000795.846947 + Penalty 13480.834624 = -15987315.012323
  nChanged 893
		SP:Iteration 17Q (65252.150000 sec): 3 clusters
  Score: Raw -16001317.774665 + Penalty 13480.834624 = -15987836.940041
  nChanged 627
		SP:Iteration 18Q (65252.520000 sec): 3 clusters
  Score: Raw -16001625.003705 + Penalty 13480.834624 = -15988144.169081
  nChanged 478
		SP:Iteration 19Q (65252.870000 sec): 3 clusters
  Score: Raw -16001835.137246 + Penalty 13480.834624 = -15988354.302622
  nChanged 373
		SP:Iteration 20F (65253.310000 sec): 3 clusters
  Score: Raw -16001981.599125 + Penalty 13480.834624 = -15988500.764501
  nChanged 322
		SP:Iteration 21Q (65253.650000 sec): 3 clusters
  Score: Raw -16002099.969931 + Penalty 13480.834624 = -15988619.135307
  nChanged 263
		SP:Iteration 22Q (65254.000000 sec): 3 clusters
  Score: Raw -16002193.960572 + Penalty 13480.834624 = -15988713.125948
  nChanged 259
		SP:Iteration 23Q (65254.340000 sec): 3 clusters
  Score: Raw -16002285.067785 + Penalty 13480.834624 = -15988804.233161
  nChanged 248
		SP:Iteration 24Q (65254.680000 sec): 3 clusters
  Score: Raw -16002374.100799 + Penalty 13480.834624 = -15988893.266175
  nChanged 242
		SP:Iteration 25Q (65255.020000 sec): 3 clusters
  Score: Raw -16002460.385394 + Penalty 13480.834624 = -15988979.550770
  nChanged 219
		SP:Iteration 26Q (65255.360000 sec): 3 clusters
  Score: Raw -16002537.172843 + Penalty 13480.834624 = -15989056.338219
  nChanged 201
		SP:Iteration 27Q (65255.700000 sec): 3 clusters
  Score: Raw -16002604.754943 + Penalty 13480.834624 = -15989123.920319
  nChanged 172
		SP:Iteration 28Q (65256.030000 sec): 3 clusters
  Score: Raw -16002666.559276 + Penalty 13480.834624 = -15989185.724652
  nChanged 190
		SP:Iteration 29Q (65256.370000 sec): 3 clusters
  Score: Raw -16002734.962014 + Penalty 13480.834624 = -15989254.127390
  nChanged 162
		SP:Iteration 30Q (65256.700000 sec): 3 clusters
  Score: Raw -16002793.699166 + Penalty 13480.834624 = -15989312.864542
  nChanged 139
		SP:Iteration 31Q (65257.030000 sec): 3 clusters
  Score: Raw -16002844.067517 + Penalty 13480.834624 = -15989363.232892
  nChanged 138
		SP:Iteration 32Q (65257.360000 sec): 3 clusters
  Score: Raw -16002891.003237 + Penalty 13480.834624 = -15989410.168612
  nChanged 119
		SP:Iteration 33Q (65257.690000 sec): 3 clusters
  Score: Raw -16002936.437793 + Penalty 13480.834624 = -15989455.603169
  nChanged 104
		SP:Iteration 34Q (65258.010000 sec): 3 clusters
  Score: Raw -16002972.231236 + Penalty 13480.834624 = -15989491.396611
  nChanged 110
		SP:Iteration 35Q (65258.340000 sec): 3 clusters
  Score: Raw -16003013.204304 + Penalty 13480.834624 = -15989532.369679
  nChanged 108
		SP:Iteration 36Q (65258.670000 sec): 3 clusters
  Score: Raw -16003055.474259 + Penalty 13480.834624 = -15989574.639635
  nChanged 109
		SP:Iteration 37Q (65258.990000 sec): 3 clusters
  Score: Raw -16003094.142574 + Penalty 13480.834624 = -15989613.307949
  nChanged 99
		SP:Iteration 38Q (65259.310000 sec): 3 clusters
  Score: Raw -16003129.806828 + Penalty 13480.834624 = -15989648.972203
  nChanged 94
		SP:Iteration 39Q (65259.640000 sec): 3 clusters
  Score: Raw -16003167.591245 + Penalty 13480.834624 = -15989686.756621
  nChanged 93
		SP:Iteration 40F (65260.070000 sec): 3 clusters
  Score: Raw -16003203.943331 + Penalty 13480.834624 = -15989723.108707
  nChanged 74
		SP:Iteration 41Q (65260.400000 sec): 3 clusters
  Score: Raw -16003233.263597 + Penalty 13480.834624 = -15989752.428973
  nChanged 71
		SP:Iteration 42Q (65260.720000 sec): 3 clusters
  Score: Raw -16003262.540287 + Penalty 13480.834624 = -15989781.705663
  nChanged 70
		SP:Iteration 43Q (65261.040000 sec): 3 clusters
  Score: Raw -16003293.637403 + Penalty 13480.834624 = -15989812.802779
  nChanged 78
		SP:Iteration 44Q (65261.360000 sec): 3 clusters
  Score: Raw -16003327.138609 + Penalty 13480.834624 = -15989846.303985
  nChanged 71
		SP:Iteration 45Q (65261.680000 sec): 3 clusters
  Score: Raw -16003356.070753 + Penalty 13480.834624 = -15989875.236128
  nChanged 73
		SP:Iteration 46Q (65262.000000 sec): 3 clusters
  Score: Raw -16003381.853919 + Penalty 13480.834624 = -15989901.019295
  nChanged 57
		SP:Iteration 47Q (65262.310000 sec): 3 clusters
  Score: Raw -16003403.630352 + Penalty 13480.834624 = -15989922.795728
  nChanged 57
		SP:Iteration 48Q (65262.630000 sec): 3 clusters
  Score: Raw -16003424.991919 + Penalty 13480.834624 = -15989944.157294
  nChanged 40
		SP:Iteration 49Q (65262.950000 sec): 3 clusters
  Score: Raw -16003439.295030 + Penalty 13480.834624 = -15989958.460405
  nChanged 34
		SP:Iteration 50Q (65263.260000 sec): 3 clusters
  Score: Raw -16003451.943982 + Penalty 13480.834624 = -15989971.109358
  nChanged 27
		SP:Iteration 51Q (65263.580000 sec): 3 clusters
  Score: Raw -16003461.606342 + Penalty 13480.834624 = -15989980.771717
  nChanged 19
		SP:Iteration 52Q (65263.890000 sec): 3 clusters
  Score: Raw -16003468.284289 + Penalty 13480.834624 = -15989987.449664
  nChanged 20
		SP:Iteration 53Q (65264.200000 sec): 3 clusters
  Score: Raw -16003475.167967 + Penalty 13480.834624 = -15989994.333342
  nChanged 18
		SP:Iteration 54Q (65264.520000 sec): 3 clusters
  Score: Raw -16003479.812916 + Penalty 13480.834624 = -15989998.978292
  nChanged 8
		SP:Iteration 55Q (65264.830000 sec): 3 clusters
  Score: Raw -16003482.368201 + Penalty 13480.834624 = -15990001.533577
  nChanged 5
		SP:Iteration 56Q (65265.150000 sec): 3 clusters
  Score: Raw -16003484.668196 + Penalty 13480.834624 = -15990003.833572
  nChanged 14
		SP:Iteration 57Q (65265.460000 sec): 3 clusters
  Score: Raw -16003489.816016 + Penalty 13480.834624 = -15990008.981392
  nChanged 13
		SP:Iteration 58Q (65265.780000 sec): 3 clusters
  Score: Raw -16003493.689867 + Penalty 13480.834624 = -15990012.855243
  nChanged 11
		SP:Iteration 59Q (65266.090000 sec): 3 clusters
  Score: Raw -16003497.919380 + Penalty 13480.834624 = -15990017.084755
  nChanged 15
		SP:Iteration 60F (65266.520000 sec): 3 clusters
  Score: Raw -16003502.430960 + Penalty 13480.834624 = -15990021.596336
  nChanged 15
		SP:Iteration 61Q (65266.840000 sec): 3 clusters
  Score: Raw -16003506.536232 + Penalty 13480.834624 = -15990025.701608
  nChanged 12
		SP:Iteration 62Q (65267.160000 sec): 3 clusters
  Score: Raw -16003510.155836 + Penalty 13480.834624 = -15990029.321211
  nChanged 14
		SP:Iteration 63Q (65267.470000 sec): 3 clusters
  Score: Raw -16003516.197281 + Penalty 13480.834624 = -15990035.362656
  nChanged 11
		SP:Iteration 64Q (65267.780000 sec): 3 clusters
  Score: Raw -16003519.550278 + Penalty 13480.834624 = -15990038.715653
  nChanged 9
		SP:Iteration 65Q (65268.100000 sec): 3 clusters
  Score: Raw -16003522.415991 + Penalty 13480.834624 = -15990041.581367
  nChanged 7
		SP:Iteration 66Q (65268.410000 sec): 3 clusters
  Score: Raw -16003525.261089 + Penalty 13480.834624 = -15990044.426465
  nChanged 7
		SP:Iteration 67Q (65268.720000 sec): 3 clusters
  Score: Raw -16003527.084940 + Penalty 13480.834624 = -15990046.250316
  nChanged 5
		SP:Iteration 68Q (65269.040000 sec): 3 clusters
  Score: Raw -16003528.527581 + Penalty 13480.834624 = -15990047.692956
  nChanged 3
		SP:Iteration 69Q (65269.350000 sec): 3 clusters
  Score: Raw -16003529.721376 + Penalty 13480.834624 = -15990048.886752
  nChanged 2
		SP:Iteration 70Q (65269.660000 sec): 3 clusters
  Score: Raw -16003530.554903 + Penalty 13480.834624 = -15990049.720278
  nChanged 4
		SP:Iteration 71Q (65269.970000 sec): 3 clusters
  Score: Raw -16003531.412612 + Penalty 13480.834624 = -15990050.577988
  nChanged 2
		SP:Iteration 72Q (65270.280000 sec): 3 clusters
  Score: Raw -16003532.070409 + Penalty 13480.834624 = -15990051.235785
  nChanged 0
		SP:Iteration 73F (65270.720000 sec): 3 clusters
  Score: Raw -16003532.070409 + Penalty 13480.834624 = -15990051.235785
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65270.850000 sec): 2 clusters
  Score: Raw -4009015.375775 + Penalty 5905.601312 = -4003109.774463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65270.960000 sec): 3 clusters
  Score: Raw -4001381.728527 + Penalty 11811.202624 = -3989570.525903
  nChanged 6027
		SP:Iteration 1F (65271.080000 sec): 3 clusters
  Score: Raw -4004883.149509 + Penalty 11811.202624 = -3993071.946885
  nChanged 1229
		SP:Iteration 2F (65271.200000 sec): 3 clusters
  Score: Raw -4005725.373069 + Penalty 11811.202624 = -3993914.170445
  nChanged 917
		SP:Iteration 3F (65271.320000 sec): 3 clusters
  Score: Raw -4006339.480998 + Penalty 11811.202624 = -3994528.278374
  nChanged 794
		SP:Iteration 4F (65271.430000 sec): 3 clusters
  Score: Raw -4006895.328007 + Penalty 11811.202624 = -3995084.125383
  nChanged 752
		SP:Iteration 5Q (65271.550000 sec): 3 clusters
  Score: Raw -4007403.511424 + Penalty 11811.202624 = -3995592.308800
  nChanged 689
		SP:Iteration 6Q (65271.660000 sec): 3 clusters
  Score: Raw -4007915.870845 + Penalty 11811.202624 = -3996104.668221
  nChanged 725
		SP:Iteration 7Q (65271.780000 sec): 3 clusters
  Score: Raw -4008497.115780 + Penalty 11811.202624 = -3996685.913156
  nChanged 672
		SP:Iteration 8Q (65271.900000 sec): 3 clusters
  Score: Raw -4009040.895663 + Penalty 11811.202624 = -3997229.693039
  nChanged 595
		SP:Iteration 9Q (65272.000000 sec): 3 clusters
  Score: Raw -4009515.367196 + Penalty 11811.202624 = -3997704.164572
  nChanged 519
		SP:Iteration 10Q (65272.120000 sec): 3 clusters
  Score: Raw -4009894.442856 + Penalty 11811.202624 = -3998083.240232
  nChanged 425
		SP:Iteration 11Q (65272.220000 sec): 3 clusters
  Score: Raw -4010183.138031 + Penalty 11811.202624 = -3998371.935407
  nChanged 303
		SP:Iteration 12Q (65272.330000 sec): 3 clusters
  Score: Raw -4010362.902973 + Penalty 11811.202624 = -3998551.700349
  nChanged 226
		SP:Iteration 13Q (65272.440000 sec): 3 clusters
  Score: Raw -4010493.005707 + Penalty 11811.202624 = -3998681.803083
  nChanged 192
		SP:Iteration 14Q (65272.550000 sec): 3 clusters
  Score: Raw -4010603.027350 + Penalty 11811.202624 = -3998791.824726
  nChanged 172
		SP:Iteration 15Q (65272.660000 sec): 3 clusters
  Score: Raw -4010695.629029 + Penalty 11811.202624 = -3998884.426405
  nChanged 153
		SP:Iteration 16Q (65272.760000 sec): 3 clusters
  Score: Raw -4010769.071908 + Penalty 11811.202624 = -3998957.869284
  nChanged 115
		SP:Iteration 17Q (65272.870000 sec): 3 clusters
  Score: Raw -4010819.475952 + Penalty 11811.202624 = -3999008.273328
  nChanged 87
		SP:Iteration 18Q (65272.970000 sec): 3 clusters
  Score: Raw -4010860.244739 + Penalty 11811.202624 = -3999049.042116
  nChanged 74
		SP:Iteration 19Q (65273.080000 sec): 3 clusters
  Score: Raw -4010890.135075 + Penalty 11811.202624 = -3999078.932451
  nChanged 62
		SP:Iteration 20F (65273.200000 sec): 3 clusters
  Score: Raw -4010915.250630 + Penalty 11811.202624 = -3999104.048006
  nChanged 51
		SP:Iteration 21Q (65273.300000 sec): 3 clusters
  Score: Raw -4010934.738429 + Penalty 11811.202624 = -3999123.535805
  nChanged 45
		SP:Iteration 22Q (65273.400000 sec): 3 clusters
  Score: Raw -4010952.036256 + Penalty 11811.202624 = -3999140.833632
  nChanged 34
		SP:Iteration 23Q (65273.510000 sec): 3 clusters
  Score: Raw -4010961.461082 + Penalty 11811.202624 = -3999150.258458
  nChanged 22
		SP:Iteration 24Q (65273.610000 sec): 3 clusters
  Score: Raw -4010968.578894 + Penalty 11811.202624 = -3999157.376270
  nChanged 27
		SP:Iteration 25Q (65273.720000 sec): 3 clusters
  Score: Raw -4010978.718851 + Penalty 11811.202624 = -3999167.516227
  nChanged 20
		SP:Iteration 26Q (65273.820000 sec): 3 clusters
  Score: Raw -4010986.123421 + Penalty 11811.202624 = -3999174.920797
  nChanged 14
		SP:Iteration 27Q (65273.920000 sec): 3 clusters
  Score: Raw -4010990.922545 + Penalty 11811.202624 = -3999179.719921
  nChanged 17
		SP:Iteration 28Q (65274.030000 sec): 3 clusters
  Score: Raw -4010996.961730 + Penalty 11811.202624 = -3999185.759106
  nChanged 18
		SP:Iteration 29Q (65274.130000 sec): 3 clusters
  Score: Raw -4011002.995842 + Penalty 11811.202624 = -3999191.793218
  nChanged 15
		SP:Iteration 30Q (65274.240000 sec): 3 clusters
  Score: Raw -4011007.857437 + Penalty 11811.202624 = -3999196.654813
  nChanged 12
		SP:Iteration 31Q (65274.340000 sec): 3 clusters
  Score: Raw -4011011.330600 + Penalty 11811.202624 = -3999200.127976
  nChanged 13
		SP:Iteration 32Q (65274.440000 sec): 3 clusters
  Score: Raw -4011015.796387 + Penalty 11811.202624 = -3999204.593764
  nChanged 16
		SP:Iteration 33Q (65274.550000 sec): 3 clusters
  Score: Raw -4011020.874191 + Penalty 11811.202624 = -3999209.671567
  nChanged 23
		SP:Iteration 34Q (65274.650000 sec): 3 clusters
  Score: Raw -4011028.819392 + Penalty 11811.202624 = -3999217.616768
  nChanged 13
		SP:Iteration 35Q (65274.760000 sec): 3 clusters
  Score: Raw -4011033.388520 + Penalty 11811.202624 = -3999222.185897
  nChanged 13
		SP:Iteration 36Q (65274.860000 sec): 3 clusters
  Score: Raw -4011040.019609 + Penalty 11811.202624 = -3999228.816985
  nChanged 17
		SP:Iteration 37Q (65274.970000 sec): 3 clusters
  Score: Raw -4011047.228625 + Penalty 11811.202624 = -3999236.026001
  nChanged 19
		SP:Iteration 38Q (65275.070000 sec): 3 clusters
  Score: Raw -4011054.857311 + Penalty 11811.202624 = -3999243.654687
  nChanged 26
		SP:Iteration 39Q (65275.170000 sec): 3 clusters
  Score: Raw -4011066.629283 + Penalty 11811.202624 = -3999255.426659
  nChanged 27
		SP:Iteration 40F (65275.290000 sec): 3 clusters
  Score: Raw -4011077.800771 + Penalty 11811.202624 = -3999266.598147
  nChanged 27
		SP:Iteration 41Q (65275.390000 sec): 3 clusters
  Score: Raw -4011088.083230 + Penalty 11811.202624 = -3999276.880606
  nChanged 31
		SP:Iteration 42Q (65275.500000 sec): 3 clusters
  Score: Raw -4011100.042361 + Penalty 11811.202624 = -3999288.839737
  nChanged 34
		SP:Iteration 43Q (65275.600000 sec): 3 clusters
  Score: Raw -4011110.784147 + Penalty 11811.202624 = -3999299.581523
  nChanged 23
		SP:Iteration 44Q (65275.700000 sec): 3 clusters
  Score: Raw -4011120.443161 + Penalty 11811.202624 = -3999309.240537
  nChanged 26
		SP:Iteration 45Q (65275.810000 sec): 3 clusters
  Score: Raw -4011133.186600 + Penalty 11811.202624 = -3999321.983976
  nChanged 30
		SP:Iteration 46Q (65275.910000 sec): 3 clusters
  Score: Raw -4011145.788545 + Penalty 11811.202624 = -3999334.585921
  nChanged 20
		SP:Iteration 47Q (65276.010000 sec): 3 clusters
  Score: Raw -4011153.362016 + Penalty 11811.202624 = -3999342.159392
  nChanged 14
		SP:Iteration 48Q (65276.110000 sec): 3 clusters
  Score: Raw -4011161.263122 + Penalty 11811.202624 = -3999350.060498
  nChanged 19
		SP:Iteration 49Q (65276.210000 sec): 3 clusters
  Score: Raw -4011167.833434 + Penalty 11811.202624 = -3999356.630810
  nChanged 11
		SP:Iteration 50Q (65276.310000 sec): 3 clusters
  Score: Raw -4011171.503630 + Penalty 11811.202624 = -3999360.301006
  nChanged 12
		SP:Iteration 51Q (65276.410000 sec): 3 clusters
  Score: Raw -4011175.385662 + Penalty 11811.202624 = -3999364.183038
  nChanged 7
		SP:Iteration 52Q (65276.500000 sec): 3 clusters
  Score: Raw -4011177.089561 + Penalty 11811.202624 = -3999365.886937
  nChanged 8
		SP:Iteration 53Q (65276.600000 sec): 3 clusters
  Score: Raw -4011179.310073 + Penalty 11811.202624 = -3999368.107449
  nChanged 5
		SP:Iteration 54Q (65276.700000 sec): 3 clusters
  Score: Raw -4011180.797509 + Penalty 11811.202624 = -3999369.594885
  nChanged 3
		SP:Iteration 55Q (65276.800000 sec): 3 clusters
  Score: Raw -4011182.292050 + Penalty 11811.202624 = -3999371.089426
  nChanged 4
		SP:Iteration 56Q (65276.900000 sec): 3 clusters
  Score: Raw -4011183.246651 + Penalty 11811.202624 = -3999372.044027
  nChanged 0
		SP:Iteration 57F (65277.010000 sec): 3 clusters
  Score: Raw -4011183.246651 + Penalty 11811.202624 = -3999372.044027
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65278.430000 sec): 2 clusters
  Score: Raw -57595173.252189 + Penalty 7522.901424 = -57587650.350765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65280.030000 sec): 3 clusters
  Score: Raw -57457980.565609 + Penalty 15045.802847 = -57442934.762762
  nChanged 101205
		SP:Iteration 1F (65281.630000 sec): 3 clusters
  Score: Raw -57515515.581348 + Penalty 15045.802847 = -57500469.778501
  nChanged 6686
		SP:Iteration 2Q (65283.230000 sec): 3 clusters
  Score: Raw -57516913.843175 + Penalty 15045.802847 = -57501868.040328
  nChanged 6390
		SP:Iteration 3Q (65284.840000 sec): 3 clusters
  Score: Raw -57518330.069904 + Penalty 15045.802847 = -57503284.267057
  nChanged 6527
		SP:Iteration 4Q (65286.450000 sec): 3 clusters
  Score: Raw -57520005.789650 + Penalty 15045.802847 = -57504959.986803
  nChanged 7136
		SP:Iteration 5Q (65288.060000 sec): 3 clusters
  Score: Raw -57522287.650195 + Penalty 15045.802847 = -57507241.847348
  nChanged 8177
		SP:Iteration 6Q (65289.670000 sec): 3 clusters
  Score: Raw -57525552.673156 + Penalty 15045.802847 = -57510506.870308
  nChanged 9465
		SP:Iteration 7Q (65291.270000 sec): 3 clusters
  Score: Raw -57530043.723567 + Penalty 15045.802847 = -57514997.920720
  nChanged 10933
		SP:Iteration 8F (65292.870000 sec): 3 clusters
  Score: Raw -57535684.065275 + Penalty 15045.802847 = -57520638.262428
  nChanged 11632
		SP:Iteration 9F (65294.460000 sec): 3 clusters
  Score: Raw -57541616.013390 + Penalty 15045.802847 = -57526570.210543
  nChanged 11594
		SP:Iteration 10F (65296.060000 sec): 3 clusters
  Score: Raw -57547179.493072 + Penalty 15045.802847 = -57532133.690225
  nChanged 10826
		SP:Iteration 11F (65297.660000 sec): 3 clusters
  Score: Raw -57552276.848607 + Penalty 15045.802847 = -57537231.045760
  nChanged 9922
		SP:Iteration 12Q (65299.240000 sec): 3 clusters
  Score: Raw -57556815.576545 + Penalty 15045.802847 = -57541769.773698
  nChanged 8925
		SP:Iteration 13Q (65300.820000 sec): 3 clusters
  Score: Raw -57560832.353048 + Penalty 15045.802847 = -57545786.550201
  nChanged 7950
		SP:Iteration 14Q (65302.380000 sec): 3 clusters
  Score: Raw -57564260.015538 + Penalty 15045.802847 = -57549214.212691
  nChanged 7002
		SP:Iteration 15Q (65303.940000 sec): 3 clusters
  Score: Raw -57566879.816809 + Penalty 15045.802847 = -57551834.013962
  nChanged 5574
		SP:Iteration 16Q (65305.490000 sec): 3 clusters
  Score: Raw -57568481.093260 + Penalty 15045.802847 = -57553435.290413
  nChanged 4167
		SP:Iteration 17Q (65307.030000 sec): 3 clusters
  Score: Raw -57569421.888032 + Penalty 15045.802847 = -57554376.085185
  nChanged 3153
		SP:Iteration 18Q (65308.570000 sec): 3 clusters
  Score: Raw -57570045.362578 + Penalty 15045.802847 = -57554999.559731
  nChanged 2541
		SP:Iteration 19Q (65310.100000 sec): 3 clusters
  Score: Raw -57570533.103028 + Penalty 15045.802847 = -57555487.300181
  nChanged 2314
		SP:Iteration 20F (65311.680000 sec): 3 clusters
  Score: Raw -57570964.296627 + Penalty 15045.802847 = -57555918.493780
  nChanged 2170
		SP:Iteration 21Q (65313.210000 sec): 3 clusters
  Score: Raw -57571366.234304 + Penalty 15045.802847 = -57556320.431457
  nChanged 2084
		SP:Iteration 22Q (65314.740000 sec): 3 clusters
  Score: Raw -57571754.979135 + Penalty 15045.802847 = -57556709.176288
  nChanged 2014
		SP:Iteration 23Q (65316.260000 sec): 3 clusters
  Score: Raw -57572123.735586 + Penalty 15045.802847 = -57557077.932739
  nChanged 1870
		SP:Iteration 24Q (65317.780000 sec): 3 clusters
  Score: Raw -57572449.399987 + Penalty 15045.802847 = -57557403.597140
  nChanged 1861
		SP:Iteration 25Q (65319.300000 sec): 3 clusters
  Score: Raw -57572761.518622 + Penalty 15045.802847 = -57557715.715775
  nChanged 1814
		SP:Iteration 26Q (65320.810000 sec): 3 clusters
  Score: Raw -57573057.389550 + Penalty 15045.802847 = -57558011.586703
  nChanged 1759
		SP:Iteration 27Q (65322.360000 sec): 3 clusters
  Score: Raw -57573345.143253 + Penalty 15045.802847 = -57558299.340406
  nChanged 1700
		SP:Iteration 28Q (65323.870000 sec): 3 clusters
  Score: Raw -57573616.533529 + Penalty 15045.802847 = -57558570.730682
  nChanged 1636
		SP:Iteration 29Q (65325.390000 sec): 3 clusters
  Score: Raw -57573879.855458 + Penalty 15045.802847 = -57558834.052611
  nChanged 1662
		SP:Iteration 30Q (65326.910000 sec): 3 clusters
  Score: Raw -57574153.677121 + Penalty 15045.802847 = -57559107.874274
  nChanged 1641
		SP:Iteration 31Q (65328.430000 sec): 3 clusters
  Score: Raw -57574396.034218 + Penalty 15045.802847 = -57559350.231371
  nChanged 1518
		SP:Iteration 32Q (65329.940000 sec): 3 clusters
  Score: Raw -57574610.891483 + Penalty 15045.802847 = -57559565.088636
  nChanged 1397
		SP:Iteration 33Q (65331.450000 sec): 3 clusters
  Score: Raw -57574799.107641 + Penalty 15045.802847 = -57559753.304794
  nChanged 1396
		SP:Iteration 34Q (65332.950000 sec): 3 clusters
  Score: Raw -57574989.098371 + Penalty 15045.802847 = -57559943.295524
  nChanged 1390
		SP:Iteration 35Q (65334.450000 sec): 3 clusters
  Score: Raw -57575177.231628 + Penalty 15045.802847 = -57560131.428781
  nChanged 1380
		SP:Iteration 36Q (65335.940000 sec): 3 clusters
  Score: Raw -57575360.079490 + Penalty 15045.802847 = -57560314.276643
  nChanged 1326
		SP:Iteration 37Q (65337.430000 sec): 3 clusters
  Score: Raw -57575525.839563 + Penalty 15045.802847 = -57560480.036716
  nChanged 1299
		SP:Iteration 38Q (65338.930000 sec): 3 clusters
  Score: Raw -57575686.951063 + Penalty 15045.802847 = -57560641.148216
  nChanged 1332
		SP:Iteration 39Q (65340.420000 sec): 3 clusters
  Score: Raw -57575849.934149 + Penalty 15045.802847 = -57560804.131302
  nChanged 1285
		SP:Iteration 40F (65342.060000 sec): 3 clusters
  Score: Raw -57576006.668782 + Penalty 15045.802847 = -57560960.865935
  nChanged 1318
		SP:Iteration 41Q (65343.620000 sec): 3 clusters
  Score: Raw -57576175.046629 + Penalty 15045.802847 = -57561129.243782
  nChanged 1356
		SP:Iteration 42Q (65345.120000 sec): 3 clusters
  Score: Raw -57576348.167616 + Penalty 15045.802847 = -57561302.364769
  nChanged 1415
		SP:Iteration 43Q (65346.630000 sec): 3 clusters
  Score: Raw -57576532.651481 + Penalty 15045.802847 = -57561486.848634
  nChanged 1438
		SP:Iteration 44Q (65348.120000 sec): 3 clusters
  Score: Raw -57576719.423236 + Penalty 15045.802847 = -57561673.620389
  nChanged 1478
		SP:Iteration 45Q (65349.620000 sec): 3 clusters
  Score: Raw -57576919.073659 + Penalty 15045.802847 = -57561873.270812
  nChanged 1512
		SP:Iteration 46Q (65351.110000 sec): 3 clusters
  Score: Raw -57577124.952231 + Penalty 15045.802847 = -57562079.149384
  nChanged 1534
		SP:Iteration 47Q (65352.600000 sec): 3 clusters
  Score: Raw -57577342.769546 + Penalty 15045.802847 = -57562296.966699
  nChanged 1631
		SP:Iteration 48Q (65354.090000 sec): 3 clusters
  Score: Raw -57577581.514122 + Penalty 15045.802847 = -57562535.711275
  nChanged 1649
		SP:Iteration 49Q (65355.630000 sec): 3 clusters
  Score: Raw -57577822.848196 + Penalty 15045.802847 = -57562777.045349
  nChanged 1645
		SP:Iteration 50Q (65357.170000 sec): 3 clusters
  Score: Raw -57578065.049784 + Penalty 15045.802847 = -57563019.246937
  nChanged 1653
		SP:Iteration 51Q (65358.680000 sec): 3 clusters
  Score: Raw -57578310.091915 + Penalty 15045.802847 = -57563264.289068
  nChanged 1640
		SP:Iteration 52Q (65360.150000 sec): 3 clusters
  Score: Raw -57578574.492223 + Penalty 15045.802847 = -57563528.689376
  nChanged 1780
		SP:Iteration 53Q (65361.640000 sec): 3 clusters
  Score: Raw -57578878.249843 + Penalty 15045.802847 = -57563832.446996
  nChanged 1805
		SP:Iteration 54Q (65363.160000 sec): 3 clusters
  Score: Raw -57579196.700986 + Penalty 15045.802847 = -57564150.898139
  nChanged 1871
		SP:Iteration 55Q (65364.650000 sec): 3 clusters
  Score: Raw -57579537.718276 + Penalty 15045.802847 = -57564491.915429
  nChanged 1899
		SP:Iteration 56Q (65366.120000 sec): 3 clusters
  Score: Raw -57579898.731872 + Penalty 15045.802847 = -57564852.929025
  nChanged 1932
		SP:Iteration 57Q (65367.560000 sec): 3 clusters
  Score: Raw -57580277.697332 + Penalty 15045.802847 = -57565231.894485
  nChanged 2010
		SP:Iteration 58Q (65368.990000 sec): 3 clusters
  Score: Raw -57580684.199798 + Penalty 15045.802847 = -57565638.396951
  nChanged 2004
		SP:Iteration 59Q (65370.410000 sec): 3 clusters
  Score: Raw -57581095.937492 + Penalty 15045.802847 = -57566050.134645
  nChanged 2030
		SP:Iteration 60F (65372.000000 sec): 3 clusters
  Score: Raw -57581543.673327 + Penalty 15045.802847 = -57566497.870480
  nChanged 2132
		SP:Iteration 61Q (65373.430000 sec): 3 clusters
  Score: Raw -57582036.557879 + Penalty 15045.802847 = -57566990.755032
  nChanged 2068
		SP:Iteration 62Q (65374.850000 sec): 3 clusters
  Score: Raw -57582515.279297 + Penalty 15045.802847 = -57567469.476450
  nChanged 2101
		SP:Iteration 63Q (65376.260000 sec): 3 clusters
  Score: Raw -57583001.698633 + Penalty 15045.802847 = -57567955.895786
  nChanged 2127
		SP:Iteration 64Q (65377.670000 sec): 3 clusters
  Score: Raw -57583497.519688 + Penalty 15045.802847 = -57568451.716841
  nChanged 2105
		SP:Iteration 65Q (65379.060000 sec): 3 clusters
  Score: Raw -57584009.566185 + Penalty 15045.802847 = -57568963.763338
  nChanged 2172
		SP:Iteration 66Q (65380.450000 sec): 3 clusters
  Score: Raw -57584543.838732 + Penalty 15045.802847 = -57569498.035885
  nChanged 2133
		SP:Iteration 67Q (65381.830000 sec): 3 clusters
  Score: Raw -57585090.299997 + Penalty 15045.802847 = -57570044.497150
  nChanged 2211
		SP:Iteration 68Q (65383.200000 sec): 3 clusters
  Score: Raw -57585690.721619 + Penalty 15045.802847 = -57570644.918772
  nChanged 2256
		SP:Iteration 69Q (65384.550000 sec): 3 clusters
  Score: Raw -57586354.846673 + Penalty 15045.802847 = -57571309.043826
  nChanged 2270
		SP:Iteration 70Q (65385.890000 sec): 3 clusters
  Score: Raw -57587067.787812 + Penalty 15045.802847 = -57572021.984965
  nChanged 2304
		SP:Iteration 71Q (65387.220000 sec): 3 clusters
  Score: Raw -57587841.604333 + Penalty 15045.802847 = -57572795.801486
  nChanged 2335
		SP:Iteration 72Q (65388.540000 sec): 3 clusters
  Score: Raw -57588676.617094 + Penalty 15045.802847 = -57573630.814247
  nChanged 2319
		SP:Iteration 73Q (65389.900000 sec): 3 clusters
  Score: Raw -57589540.451034 + Penalty 15045.802847 = -57574494.648187
  nChanged 2329
		SP:Iteration 74Q (65391.250000 sec): 3 clusters
  Score: Raw -57590473.239153 + Penalty 15045.802847 = -57575427.436306
  nChanged 2322
		SP:Iteration 75Q (65392.590000 sec): 3 clusters
  Score: Raw -57591491.005786 + Penalty 15045.802847 = -57576445.202939
  nChanged 2250
		SP:Iteration 76Q (65393.900000 sec): 3 clusters
  Score: Raw -57592519.617628 + Penalty 15045.802847 = -57577473.814781
  nChanged 2143
		SP:Iteration 77Q (65395.200000 sec): 3 clusters
  Score: Raw -57593539.352511 + Penalty 15045.802847 = -57578493.549664
  nChanged 1964
		SP:Iteration 78Q (65396.490000 sec): 3 clusters
  Score: Raw -57594500.356140 + Penalty 15045.802847 = -57579454.553293
  nChanged 1834
		SP:Iteration 79Q (65397.710000 sec): 3 clusters
  Score: Raw -57595486.283551 + Penalty 15045.802847 = -57580440.480704
  nChanged 1675
		SP:Iteration 80F (65399.300000 sec): 3 clusters
  Score: Raw -57596437.697803 + Penalty 15045.802847 = -57581391.894956
  nChanged 1495
		SP:Iteration 81Q (65400.500000 sec): 3 clusters
  Score: Raw -57597303.810139 + Penalty 15045.802847 = -57582258.007292
  nChanged 1321
		SP:Iteration 82Q (65401.680000 sec): 3 clusters
  Score: Raw -57598029.762866 + Penalty 15045.802847 = -57582983.960019
  nChanged 1129
		SP:Iteration 83Q (65402.860000 sec): 3 clusters
  Score: Raw -57598592.474082 + Penalty 15045.802847 = -57583546.671235
  nChanged 897
		SP:Iteration 84Q (65404.020000 sec): 3 clusters
  Score: Raw -57598976.661571 + Penalty 15045.802847 = -57583930.858724
  nChanged 684
		SP:Iteration 85Q (65405.180000 sec): 3 clusters
  Score: Raw -57599223.546885 + Penalty 15045.802847 = -57584177.744038
  nChanged 546
		SP:Iteration 86Q (65406.350000 sec): 3 clusters
  Score: Raw -57599401.450734 + Penalty 15045.802847 = -57584355.647887
  nChanged 456
		SP:Iteration 87Q (65407.510000 sec): 3 clusters
  Score: Raw -57599531.500151 + Penalty 15045.802847 = -57584485.697304
  nChanged 356
		SP:Iteration 88Q (65408.640000 sec): 3 clusters
  Score: Raw -57599613.834579 + Penalty 15045.802847 = -57584568.031732
  nChanged 266
		SP:Iteration 89Q (65409.780000 sec): 3 clusters
  Score: Raw -57599672.682347 + Penalty 15045.802847 = -57584626.879500
  nChanged 196
		SP:Iteration 90Q (65410.910000 sec): 3 clusters
  Score: Raw -57599712.162049 + Penalty 15045.802847 = -57584666.359202
  nChanged 171
		SP:Iteration 91Q (65412.050000 sec): 3 clusters
  Score: Raw -57599744.763245 + Penalty 15045.802847 = -57584698.960398
  nChanged 156
		SP:Iteration 92Q (65413.180000 sec): 3 clusters
  Score: Raw -57599771.738228 + Penalty 15045.802847 = -57584725.935381
  nChanged 129
		SP:Iteration 93Q (65414.320000 sec): 3 clusters
  Score: Raw -57599790.618140 + Penalty 15045.802847 = -57584744.815293
  nChanged 98
		SP:Iteration 94Q (65415.480000 sec): 3 clusters
  Score: Raw -57599806.155084 + Penalty 15045.802847 = -57584760.352237
  nChanged 93
		SP:Iteration 95Q (65416.640000 sec): 3 clusters
  Score: Raw -57599820.094830 + Penalty 15045.802847 = -57584774.291983
  nChanged 72
		SP:Iteration 96Q (65417.810000 sec): 3 clusters
  Score: Raw -57599828.993406 + Penalty 15045.802847 = -57584783.190559
  nChanged 58
		SP:Iteration 97Q (65418.980000 sec): 3 clusters
  Score: Raw -57599837.169931 + Penalty 15045.802847 = -57584791.367084
  nChanged 62
		SP:Iteration 98Q (65420.150000 sec): 3 clusters
  Score: Raw -57599844.747056 + Penalty 15045.802847 = -57584798.944209
  nChanged 47
		SP:Iteration 99Q (65421.320000 sec): 3 clusters
  Score: Raw -57599850.670675 + Penalty 15045.802847 = -57584804.867828
  nChanged 43
		SP:Iteration 100F (65422.980000 sec): 3 clusters
  Score: Raw -57599855.626817 + Penalty 15045.802847 = -57584809.823970
  nChanged 43
		SP:Iteration 101Q (65424.150000 sec): 3 clusters
  Score: Raw -57599860.567139 + Penalty 15045.802847 = -57584814.764292
  nChanged 35
		SP:Iteration 102Q (65425.330000 sec): 3 clusters
  Score: Raw -57599864.643709 + Penalty 15045.802847 = -57584818.840862
  nChanged 35
		SP:Iteration 103Q (65426.500000 sec): 3 clusters
  Score: Raw -57599868.327759 + Penalty 15045.802847 = -57584822.524912
  nChanged 25
		SP:Iteration 104Q (65427.670000 sec): 3 clusters
  Score: Raw -57599870.577383 + Penalty 15045.802847 = -57584824.774536
  nChanged 18
		SP:Iteration 105Q (65428.840000 sec): 3 clusters
  Score: Raw -57599872.086542 + Penalty 15045.802847 = -57584826.283695
  nChanged 16
		SP:Iteration 106Q (65430.010000 sec): 3 clusters
  Score: Raw -57599873.555222 + Penalty 15045.802847 = -57584827.752375
  nChanged 21
		SP:Iteration 107Q (65431.180000 sec): 3 clusters
  Score: Raw -57599875.470590 + Penalty 15045.802847 = -57584829.667743
  nChanged 22
		SP:Iteration 108Q (65432.350000 sec): 3 clusters
  Score: Raw -57599877.311017 + Penalty 15045.802847 = -57584831.508170
  nChanged 17
		SP:Iteration 109Q (65433.510000 sec): 3 clusters
  Score: Raw -57599878.853065 + Penalty 15045.802847 = -57584833.050218
  nChanged 11
		SP:Iteration 110Q (65434.690000 sec): 3 clusters
  Score: Raw -57599879.773284 + Penalty 15045.802847 = -57584833.970437
  nChanged 7
		SP:Iteration 111Q (65435.850000 sec): 3 clusters
  Score: Raw -57599880.360998 + Penalty 15045.802847 = -57584834.558151
  nChanged 11
		SP:Iteration 112Q (65437.020000 sec): 3 clusters
  Score: Raw -57599881.294622 + Penalty 15045.802847 = -57584835.491775
  nChanged 8
		SP:Iteration 113Q (65438.190000 sec): 3 clusters
  Score: Raw -57599881.940371 + Penalty 15045.802847 = -57584836.137524
  nChanged 7
		SP:Iteration 114Q (65439.360000 sec): 3 clusters
  Score: Raw -57599882.487958 + Penalty 15045.802847 = -57584836.685111
  nChanged 2
		SP:Iteration 115Q (65440.530000 sec): 3 clusters
  Score: Raw -57599882.619342 + Penalty 15045.802847 = -57584836.816495
  nChanged 2
		SP:Iteration 116Q (65441.700000 sec): 3 clusters
  Score: Raw -57599882.745370 + Penalty 15045.802847 = -57584836.942523
  nChanged 0
		SP:Iteration 117F (65443.350000 sec): 3 clusters
  Score: Raw -57599882.745370 + Penalty 15045.802847 = -57584836.942523
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65443.540000 sec): 2 clusters
  Score: Raw -3108333.878541 + Penalty 5759.251599 = -3102574.626942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65443.630000 sec): 3 clusters
  Score: Raw -3102511.816384 + Penalty 11518.503198 = -3090993.313185
  nChanged 4532
		SP:Iteration 1F (65443.730000 sec): 3 clusters
  Score: Raw -3105147.997042 + Penalty 11518.503198 = -3093629.493843
  nChanged 986
		SP:Iteration 2F (65443.820000 sec): 3 clusters
  Score: Raw -3105808.676661 + Penalty 11518.503198 = -3094290.173463
  nChanged 734
		SP:Iteration 3F (65443.910000 sec): 3 clusters
  Score: Raw -3106307.333267 + Penalty 11518.503198 = -3094788.830069
  nChanged 584
		SP:Iteration 4Q (65444.000000 sec): 3 clusters
  Score: Raw -3106683.284191 + Penalty 11518.503198 = -3095164.780992
  nChanged 480
		SP:Iteration 5Q (65444.090000 sec): 3 clusters
  Score: Raw -3107014.318607 + Penalty 11518.503198 = -3095495.815408
  nChanged 460
		SP:Iteration 6Q (65444.180000 sec): 3 clusters
  Score: Raw -3107342.249046 + Penalty 11518.503198 = -3095823.745847
  nChanged 448
		SP:Iteration 7Q (65444.270000 sec): 3 clusters
  Score: Raw -3107690.378411 + Penalty 11518.503198 = -3096171.875213
  nChanged 462
		SP:Iteration 8Q (65444.350000 sec): 3 clusters
  Score: Raw -3108092.352027 + Penalty 11518.503198 = -3096573.848828
  nChanged 469
		SP:Iteration 9Q (65444.450000 sec): 3 clusters
  Score: Raw -3108463.574160 + Penalty 11518.503198 = -3096945.070961
  nChanged 432
		SP:Iteration 10Q (65444.530000 sec): 3 clusters
  Score: Raw -3108798.793735 + Penalty 11518.503198 = -3097280.290537
  nChanged 430
		SP:Iteration 11Q (65444.620000 sec): 3 clusters
  Score: Raw -3109122.875484 + Penalty 11518.503198 = -3097604.372286
  nChanged 413
		SP:Iteration 12Q (65444.710000 sec): 3 clusters
  Score: Raw -3109451.118341 + Penalty 11518.503198 = -3097932.615143
  nChanged 370
		SP:Iteration 13Q (65444.790000 sec): 3 clusters
  Score: Raw -3109738.037967 + Penalty 11518.503198 = -3098219.534768
  nChanged 366
		SP:Iteration 14Q (65444.870000 sec): 3 clusters
  Score: Raw -3110066.335897 + Penalty 11518.503198 = -3098547.832699
  nChanged 346
		SP:Iteration 15Q (65444.960000 sec): 3 clusters
  Score: Raw -3110381.600568 + Penalty 11518.503198 = -3098863.097370
  nChanged 329
		SP:Iteration 16Q (65445.050000 sec): 3 clusters
  Score: Raw -3110671.616966 + Penalty 11518.503198 = -3099153.113768
  nChanged 301
		SP:Iteration 17Q (65445.130000 sec): 3 clusters
  Score: Raw -3110893.235968 + Penalty 11518.503198 = -3099374.732770
  nChanged 259
		SP:Iteration 18Q (65445.210000 sec): 3 clusters
  Score: Raw -3111075.899359 + Penalty 11518.503198 = -3099557.396161
  nChanged 230
		SP:Iteration 19Q (65445.290000 sec): 3 clusters
  Score: Raw -3111232.596389 + Penalty 11518.503198 = -3099714.093191
  nChanged 194
		SP:Iteration 20F (65445.380000 sec): 3 clusters
  Score: Raw -3111362.623924 + Penalty 11518.503198 = -3099844.120726
  nChanged 178
		SP:Iteration 21Q (65445.460000 sec): 3 clusters
  Score: Raw -3111464.298425 + Penalty 11518.503198 = -3099945.795227
  nChanged 147
		SP:Iteration 22Q (65445.540000 sec): 3 clusters
  Score: Raw -3111548.040076 + Penalty 11518.503198 = -3100029.536877
  nChanged 117
		SP:Iteration 23Q (65445.620000 sec): 3 clusters
  Score: Raw -3111615.685914 + Penalty 11518.503198 = -3100097.182715
  nChanged 120
		SP:Iteration 24Q (65445.700000 sec): 3 clusters
  Score: Raw -3111676.500017 + Penalty 11518.503198 = -3100157.996818
  nChanged 111
		SP:Iteration 25Q (65445.780000 sec): 3 clusters
  Score: Raw -3111731.590666 + Penalty 11518.503198 = -3100213.087467
  nChanged 75
		SP:Iteration 26Q (65445.860000 sec): 3 clusters
  Score: Raw -3111769.532166 + Penalty 11518.503198 = -3100251.028967
  nChanged 60
		SP:Iteration 27Q (65445.940000 sec): 3 clusters
  Score: Raw -3111799.865059 + Penalty 11518.503198 = -3100281.361861
  nChanged 50
		SP:Iteration 28Q (65446.020000 sec): 3 clusters
  Score: Raw -3111818.669554 + Penalty 11518.503198 = -3100300.166356
  nChanged 40
		SP:Iteration 29Q (65446.100000 sec): 3 clusters
  Score: Raw -3111832.718793 + Penalty 11518.503198 = -3100314.215595
  nChanged 30
		SP:Iteration 30Q (65446.180000 sec): 3 clusters
  Score: Raw -3111842.721902 + Penalty 11518.503198 = -3100324.218704
  nChanged 29
		SP:Iteration 31Q (65446.260000 sec): 3 clusters
  Score: Raw -3111854.179001 + Penalty 11518.503198 = -3100335.675803
  nChanged 29
		SP:Iteration 32Q (65446.340000 sec): 3 clusters
  Score: Raw -3111863.759280 + Penalty 11518.503198 = -3100345.256082
  nChanged 25
		SP:Iteration 33Q (65446.420000 sec): 3 clusters
  Score: Raw -3111873.275527 + Penalty 11518.503198 = -3100354.772329
  nChanged 28
		SP:Iteration 34Q (65446.500000 sec): 3 clusters
  Score: Raw -3111885.495683 + Penalty 11518.503198 = -3100366.992485
  nChanged 34
		SP:Iteration 35Q (65446.580000 sec): 3 clusters
  Score: Raw -3111897.381045 + Penalty 11518.503198 = -3100378.877847
  nChanged 25
		SP:Iteration 36Q (65446.660000 sec): 3 clusters
  Score: Raw -3111906.103474 + Penalty 11518.503198 = -3100387.600275
  nChanged 22
		SP:Iteration 37Q (65446.740000 sec): 3 clusters
  Score: Raw -3111914.146358 + Penalty 11518.503198 = -3100395.643160
  nChanged 15
		SP:Iteration 38Q (65446.820000 sec): 3 clusters
  Score: Raw -3111919.119074 + Penalty 11518.503198 = -3100400.615876
  nChanged 11
		SP:Iteration 39Q (65446.900000 sec): 3 clusters
  Score: Raw -3111922.293166 + Penalty 11518.503198 = -3100403.789968
  nChanged 8
		SP:Iteration 40F (65446.990000 sec): 3 clusters
  Score: Raw -3111924.152090 + Penalty 11518.503198 = -3100405.648892
  nChanged 4
		SP:Iteration 41Q (65447.070000 sec): 3 clusters
  Score: Raw -3111924.917335 + Penalty 11518.503198 = -3100406.414136
  nChanged 3
		SP:Iteration 42Q (65447.150000 sec): 3 clusters
  Score: Raw -3111925.699284 + Penalty 11518.503198 = -3100407.196086
  nChanged 5
		SP:Iteration 43Q (65447.220000 sec): 3 clusters
  Score: Raw -3111926.571399 + Penalty 11518.503198 = -3100408.068201
  nChanged 4
		SP:Iteration 44Q (65447.300000 sec): 3 clusters
  Score: Raw -3111928.126726 + Penalty 11518.503198 = -3100409.623527
  nChanged 3
		SP:Iteration 45Q (65447.380000 sec): 3 clusters
  Score: Raw -3111928.697638 + Penalty 11518.503198 = -3100410.194440
  nChanged 5
		SP:Iteration 46Q (65447.460000 sec): 3 clusters
  Score: Raw -3111930.029299 + Penalty 11518.503198 = -3100411.526101
  nChanged 1
		SP:Iteration 47Q (65447.540000 sec): 3 clusters
  Score: Raw -3111930.328618 + Penalty 11518.503198 = -3100411.825420
  nChanged 0
		SP:Iteration 48F (65447.630000 sec): 3 clusters
  Score: Raw -3111930.328618 + Penalty 11518.503198 = -3100411.825420
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (21045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65447.770000 sec): 2 clusters
  Score: Raw -5608173.056015 + Penalty 6097.081197 = -5602075.974818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65447.930000 sec): 3 clusters
  Score: Raw -5597147.213920 + Penalty 12194.162394 = -5584953.051526
  nChanged 8538
		SP:Iteration 1F (65448.090000 sec): 3 clusters
  Score: Raw -5601896.374873 + Penalty 12194.162394 = -5589702.212479
  nChanged 1525
		SP:Iteration 2F (65448.240000 sec): 3 clusters
  Score: Raw -5602774.806439 + Penalty 12194.162394 = -5590580.644044
  nChanged 1247
		SP:Iteration 3F (65448.400000 sec): 3 clusters
  Score: Raw -5603555.178950 + Penalty 12194.162394 = -5591361.016555
  nChanged 1158
		SP:Iteration 4F (65448.560000 sec): 3 clusters
  Score: Raw -5604350.481672 + Penalty 12194.162394 = -5592156.319278
  nChanged 1256
		SP:Iteration 5F (65448.720000 sec): 3 clusters
  Score: Raw -5605336.011546 + Penalty 12194.162394 = -5593141.849151
  nChanged 1257
		SP:Iteration 6F (65448.890000 sec): 3 clusters
  Score: Raw -5606306.325264 + Penalty 12194.162394 = -5594112.162870
  nChanged 1167
		SP:Iteration 7F (65449.050000 sec): 3 clusters
  Score: Raw -5607167.245904 + Penalty 12194.162394 = -5594973.083510
  nChanged 954
		SP:Iteration 8Q (65449.210000 sec): 3 clusters
  Score: Raw -5607791.151204 + Penalty 12194.162394 = -5595596.988809
  nChanged 771
		SP:Iteration 9Q (65449.370000 sec): 3 clusters
  Score: Raw -5608231.517520 + Penalty 12194.162394 = -5596037.355125
  nChanged 601
		SP:Iteration 10Q (65449.530000 sec): 3 clusters
  Score: Raw -5608540.650523 + Penalty 12194.162394 = -5596346.488129
  nChanged 464
		SP:Iteration 11Q (65449.690000 sec): 3 clusters
  Score: Raw -5608739.496930 + Penalty 12194.162394 = -5596545.334536
  nChanged 337
		SP:Iteration 12Q (65449.850000 sec): 3 clusters
  Score: Raw -5608876.411990 + Penalty 12194.162394 = -5596682.249596
  nChanged 271
		SP:Iteration 13Q (65450.010000 sec): 3 clusters
  Score: Raw -5608983.517799 + Penalty 12194.162394 = -5596789.355404
  nChanged 219
		SP:Iteration 14Q (65450.160000 sec): 3 clusters
  Score: Raw -5609087.662804 + Penalty 12194.162394 = -5596893.500410
  nChanged 236
		SP:Iteration 15Q (65450.320000 sec): 3 clusters
  Score: Raw -5609243.302200 + Penalty 12194.162394 = -5597049.139806
  nChanged 284
		SP:Iteration 16Q (65450.480000 sec): 3 clusters
  Score: Raw -5609445.323460 + Penalty 12194.162394 = -5597251.161065
  nChanged 316
		SP:Iteration 17Q (65450.640000 sec): 3 clusters
  Score: Raw -5609687.820879 + Penalty 12194.162394 = -5597493.658485
  nChanged 349
		SP:Iteration 18Q (65450.800000 sec): 3 clusters
  Score: Raw -5609933.572555 + Penalty 12194.162394 = -5597739.410161
  nChanged 350
		SP:Iteration 19Q (65450.950000 sec): 3 clusters
  Score: Raw -5610128.147983 + Penalty 12194.162394 = -5597933.985589
  nChanged 315
		SP:Iteration 20F (65451.110000 sec): 3 clusters
  Score: Raw -5610283.119836 + Penalty 12194.162394 = -5598088.957442
  nChanged 269
		SP:Iteration 21Q (65451.280000 sec): 3 clusters
  Score: Raw -5610389.257601 + Penalty 12194.162394 = -5598195.095207
  nChanged 209
		SP:Iteration 22Q (65451.440000 sec): 3 clusters
  Score: Raw -5610460.867952 + Penalty 12194.162394 = -5598266.705557
  nChanged 176
		SP:Iteration 23Q (65451.600000 sec): 3 clusters
  Score: Raw -5610514.568309 + Penalty 12194.162394 = -5598320.405914
  nChanged 122
		SP:Iteration 24Q (65451.750000 sec): 3 clusters
  Score: Raw -5610547.478074 + Penalty 12194.162394 = -5598353.315680
  nChanged 96
		SP:Iteration 25Q (65451.910000 sec): 3 clusters
  Score: Raw -5610571.933329 + Penalty 12194.162394 = -5598377.770934
  nChanged 75
		SP:Iteration 26Q (65452.070000 sec): 3 clusters
  Score: Raw -5610588.608991 + Penalty 12194.162394 = -5598394.446597
  nChanged 57
		SP:Iteration 27Q (65452.220000 sec): 3 clusters
  Score: Raw -5610600.830942 + Penalty 12194.162394 = -5598406.668547
  nChanged 52
		SP:Iteration 28Q (65452.380000 sec): 3 clusters
  Score: Raw -5610611.468910 + Penalty 12194.162394 = -5598417.306515
  nChanged 47
		SP:Iteration 29Q (65452.540000 sec): 3 clusters
  Score: Raw -5610621.125330 + Penalty 12194.162394 = -5598426.962936
  nChanged 39
		SP:Iteration 30Q (65452.700000 sec): 3 clusters
  Score: Raw -5610628.394267 + Penalty 12194.162394 = -5598434.231872
  nChanged 33
		SP:Iteration 31Q (65452.850000 sec): 3 clusters
  Score: Raw -5610634.362946 + Penalty 12194.162394 = -5598440.200552
  nChanged 31
		SP:Iteration 32Q (65453.010000 sec): 3 clusters
  Score: Raw -5610640.308742 + Penalty 12194.162394 = -5598446.146348
  nChanged 29
		SP:Iteration 33Q (65453.170000 sec): 3 clusters
  Score: Raw -5610646.817652 + Penalty 12194.162394 = -5598452.655257
  nChanged 44
		SP:Iteration 34Q (65453.330000 sec): 3 clusters
  Score: Raw -5610654.647209 + Penalty 12194.162394 = -5598460.484814
  nChanged 21
		SP:Iteration 35Q (65453.480000 sec): 3 clusters
  Score: Raw -5610658.513481 + Penalty 12194.162394 = -5598464.351087
  nChanged 19
		SP:Iteration 36Q (65453.640000 sec): 3 clusters
  Score: Raw -5610661.776586 + Penalty 12194.162394 = -5598467.614191
  nChanged 23
		SP:Iteration 37Q (65453.800000 sec): 3 clusters
  Score: Raw -5610665.928581 + Penalty 12194.162394 = -5598471.766186
  nChanged 17
		SP:Iteration 38Q (65453.950000 sec): 3 clusters
  Score: Raw -5610668.801757 + Penalty 12194.162394 = -5598474.639362
  nChanged 15
		SP:Iteration 39Q (65454.110000 sec): 3 clusters
  Score: Raw -5610671.145787 + Penalty 12194.162394 = -5598476.983393
  nChanged 14
		SP:Iteration 40F (65454.270000 sec): 3 clusters
  Score: Raw -5610673.242130 + Penalty 12194.162394 = -5598479.079735
  nChanged 12
		SP:Iteration 41Q (65454.420000 sec): 3 clusters
  Score: Raw -5610675.063557 + Penalty 12194.162394 = -5598480.901162
  nChanged 7
		SP:Iteration 42Q (65454.580000 sec): 3 clusters
  Score: Raw -5610676.050975 + Penalty 12194.162394 = -5598481.888581
  nChanged 5
		SP:Iteration 43Q (65454.740000 sec): 3 clusters
  Score: Raw -5610676.888354 + Penalty 12194.162394 = -5598482.725959
  nChanged 3
		SP:Iteration 44Q (65454.890000 sec): 3 clusters
  Score: Raw -5610677.333717 + Penalty 12194.162394 = -5598483.171323
  nChanged 1
		SP:Iteration 45Q (65455.050000 sec): 3 clusters
  Score: Raw -5610677.556598 + Penalty 12194.162394 = -5598483.394203
  nChanged 5
		SP:Iteration 46Q (65455.210000 sec): 3 clusters
  Score: Raw -5610678.125127 + Penalty 12194.162394 = -5598483.962733
  nChanged 2
		SP:Iteration 47Q (65455.360000 sec): 3 clusters
  Score: Raw -5610678.394693 + Penalty 12194.162394 = -5598484.232299
  nChanged 1
		SP:Iteration 48Q (65455.520000 sec): 3 clusters
  Score: Raw -5610678.517813 + Penalty 12194.162394 = -5598484.355419
  nChanged 3
		SP:Iteration 49Q (65455.680000 sec): 3 clusters
  Score: Raw -5610679.132444 + Penalty 12194.162394 = -5598484.970050
  nChanged 3
		SP:Iteration 50Q (65455.830000 sec): 3 clusters
  Score: Raw -5610679.699662 + Penalty 12194.162394 = -5598485.537268
  nChanged 4
		SP:Iteration 51Q (65455.990000 sec): 3 clusters
  Score: Raw -5610680.338419 + Penalty 12194.162394 = -5598486.176024
  nChanged 0
		SP:Iteration 52F (65456.150000 sec): 3 clusters
  Score: Raw -5610680.338419 + Penalty 12194.162394 = -5598486.176024
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65456.200000 sec): 2 clusters
  Score: Raw -1488434.514019 + Penalty 5302.491532 = -1483132.022487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65456.240000 sec): 3 clusters
  Score: Raw -1486189.648871 + Penalty 10604.983064 = -1475584.665807
  nChanged 1878
		SP:Iteration 1F (65456.290000 sec): 3 clusters
  Score: Raw -1487435.057853 + Penalty 10604.983064 = -1476830.074790
  nChanged 400
		SP:Iteration 2F (65456.330000 sec): 3 clusters
  Score: Raw -1487734.517745 + Penalty 10604.983064 = -1477129.534681
  nChanged 254
		SP:Iteration 3Q (65456.370000 sec): 3 clusters
  Score: Raw -1487943.643669 + Penalty 10604.983064 = -1477338.660606
  nChanged 181
		SP:Iteration 4Q (65456.410000 sec): 3 clusters
  Score: Raw -1488090.890729 + Penalty 10604.983064 = -1477485.907665
  nChanged 140
		SP:Iteration 5Q (65456.450000 sec): 3 clusters
  Score: Raw -1488195.686576 + Penalty 10604.983064 = -1477590.703512
  nChanged 123
		SP:Iteration 6Q (65456.500000 sec): 3 clusters
  Score: Raw -1488294.107379 + Penalty 10604.983064 = -1477689.124315
  nChanged 119
		SP:Iteration 7Q (65456.540000 sec): 3 clusters
  Score: Raw -1488386.860413 + Penalty 10604.983064 = -1477781.877349
  nChanged 107
		SP:Iteration 8Q (65456.580000 sec): 3 clusters
  Score: Raw -1488465.154533 + Penalty 10604.983064 = -1477860.171469
  nChanged 98
		SP:Iteration 9Q (65456.630000 sec): 3 clusters
  Score: Raw -1488539.348553 + Penalty 10604.983064 = -1477934.365489
  nChanged 85
		SP:Iteration 10Q (65456.670000 sec): 3 clusters
  Score: Raw -1488596.791439 + Penalty 10604.983064 = -1477991.808376
  nChanged 67
		SP:Iteration 11Q (65456.710000 sec): 3 clusters
  Score: Raw -1488644.228548 + Penalty 10604.983064 = -1478039.245484
  nChanged 66
		SP:Iteration 12Q (65456.750000 sec): 3 clusters
  Score: Raw -1488682.719421 + Penalty 10604.983064 = -1478077.736357
  nChanged 50
		SP:Iteration 13Q (65456.790000 sec): 3 clusters
  Score: Raw -1488716.469879 + Penalty 10604.983064 = -1478111.486816
  nChanged 39
		SP:Iteration 14Q (65456.830000 sec): 3 clusters
  Score: Raw -1488737.069486 + Penalty 10604.983064 = -1478132.086423
  nChanged 33
		SP:Iteration 15Q (65456.880000 sec): 3 clusters
  Score: Raw -1488755.745860 + Penalty 10604.983064 = -1478150.762796
  nChanged 36
		SP:Iteration 16Q (65456.920000 sec): 3 clusters
  Score: Raw -1488780.751726 + Penalty 10604.983064 = -1478175.768662
  nChanged 32
		SP:Iteration 17Q (65456.960000 sec): 3 clusters
  Score: Raw -1488802.901090 + Penalty 10604.983064 = -1478197.918027
  nChanged 42
		SP:Iteration 18Q (65457.000000 sec): 3 clusters
  Score: Raw -1488829.432704 + Penalty 10604.983064 = -1478224.449640
  nChanged 36
		SP:Iteration 19Q (65457.050000 sec): 3 clusters
  Score: Raw -1488850.370652 + Penalty 10604.983064 = -1478245.387588
  nChanged 34
		SP:Iteration 20F (65457.090000 sec): 3 clusters
  Score: Raw -1488873.537511 + Penalty 10604.983064 = -1478268.554448
  nChanged 47
		SP:Iteration 21Q (65457.130000 sec): 3 clusters
  Score: Raw -1488907.683370 + Penalty 10604.983064 = -1478302.700306
  nChanged 47
		SP:Iteration 22Q (65457.170000 sec): 3 clusters
  Score: Raw -1488937.930178 + Penalty 10604.983064 = -1478332.947115
  nChanged 54
		SP:Iteration 23Q (65457.210000 sec): 3 clusters
  Score: Raw -1488971.221591 + Penalty 10604.983064 = -1478366.238527
  nChanged 54
		SP:Iteration 24Q (65457.250000 sec): 3 clusters
  Score: Raw -1489003.265549 + Penalty 10604.983064 = -1478398.282485
  nChanged 37
		SP:Iteration 25Q (65457.290000 sec): 3 clusters
  Score: Raw -1489028.701403 + Penalty 10604.983064 = -1478423.718339
  nChanged 45
		SP:Iteration 26Q (65457.340000 sec): 3 clusters
  Score: Raw -1489061.423417 + Penalty 10604.983064 = -1478456.440354
  nChanged 42
		SP:Iteration 27Q (65457.380000 sec): 3 clusters
  Score: Raw -1489088.616542 + Penalty 10604.983064 = -1478483.633478
  nChanged 42
		SP:Iteration 28Q (65457.420000 sec): 3 clusters
  Score: Raw -1489115.782762 + Penalty 10604.983064 = -1478510.799699
  nChanged 42
		SP:Iteration 29Q (65457.460000 sec): 3 clusters
  Score: Raw -1489144.918430 + Penalty 10604.983064 = -1478539.935366
  nChanged 35
		SP:Iteration 30Q (65457.500000 sec): 3 clusters
  Score: Raw -1489170.184080 + Penalty 10604.983064 = -1478565.201016
  nChanged 47
		SP:Iteration 31Q (65457.550000 sec): 3 clusters
  Score: Raw -1489201.799582 + Penalty 10604.983064 = -1478596.816518
  nChanged 46
		SP:Iteration 32Q (65457.590000 sec): 3 clusters
  Score: Raw -1489235.101975 + Penalty 10604.983064 = -1478630.118911
  nChanged 51
		SP:Iteration 33Q (65457.630000 sec): 3 clusters
  Score: Raw -1489269.537313 + Penalty 10604.983064 = -1478664.554249
  nChanged 40
		SP:Iteration 34Q (65457.670000 sec): 3 clusters
  Score: Raw -1489299.455723 + Penalty 10604.983064 = -1478694.472659
  nChanged 41
		SP:Iteration 35Q (65457.710000 sec): 3 clusters
  Score: Raw -1489331.701491 + Penalty 10604.983064 = -1478726.718427
  nChanged 60
		SP:Iteration 36Q (65457.750000 sec): 3 clusters
  Score: Raw -1489393.447452 + Penalty 10604.983064 = -1478788.464388
  nChanged 80
		SP:Iteration 37Q (65457.790000 sec): 3 clusters
  Score: Raw -1489468.676994 + Penalty 10604.983064 = -1478863.693930
  nChanged 93
		SP:Iteration 38Q (65457.830000 sec): 3 clusters
  Score: Raw -1489554.787426 + Penalty 10604.983064 = -1478949.804362
  nChanged 87
		SP:Iteration 39Q (65457.870000 sec): 3 clusters
  Score: Raw -1489655.532248 + Penalty 10604.983064 = -1479050.549184
  nChanged 119
		SP:Iteration 40F (65457.910000 sec): 3 clusters
  Score: Raw -1489814.066888 + Penalty 10604.983064 = -1479209.083824
  nChanged 152
		SP:Iteration 41Q (65457.950000 sec): 3 clusters
  Score: Raw -1490042.065320 + Penalty 10604.983064 = -1479437.082256
  nChanged 170
		SP:Iteration 42Q (65457.990000 sec): 3 clusters
  Score: Raw -1490320.616665 + Penalty 10604.983064 = -1479715.633601
  nChanged 176
		SP:Iteration 43Q (65458.030000 sec): 3 clusters
  Score: Raw -1490610.980421 + Penalty 10604.983064 = -1480005.997358
  nChanged 152
		SP:Iteration 44Q (65458.070000 sec): 3 clusters
  Score: Raw -1490856.329220 + Penalty 10604.983064 = -1480251.346156
  nChanged 133
		SP:Iteration 45Q (65458.110000 sec): 3 clusters
  Score: Raw -1491057.859577 + Penalty 10604.983064 = -1480452.876513
  nChanged 105
		SP:Iteration 46Q (65458.140000 sec): 3 clusters
  Score: Raw -1491183.712926 + Penalty 10604.983064 = -1480578.729862
  nChanged 90
		SP:Iteration 47Q (65458.170000 sec): 3 clusters
  Score: Raw -1491272.912471 + Penalty 10604.983064 = -1480667.929407
  nChanged 57
		SP:Iteration 48Q (65458.210000 sec): 3 clusters
  Score: Raw -1491321.998711 + Penalty 10604.983064 = -1480717.015647
  nChanged 37
		SP:Iteration 49Q (65458.240000 sec): 3 clusters
  Score: Raw -1491351.651323 + Penalty 10604.983064 = -1480746.668259
  nChanged 20
		SP:Iteration 50Q (65458.270000 sec): 3 clusters
  Score: Raw -1491368.867307 + Penalty 10604.983064 = -1480763.884243
  nChanged 14
		SP:Iteration 51Q (65458.310000 sec): 3 clusters
  Score: Raw -1491379.593876 + Penalty 10604.983064 = -1480774.610812
  nChanged 16
		SP:Iteration 52Q (65458.340000 sec): 3 clusters
  Score: Raw -1491391.103311 + Penalty 10604.983064 = -1480786.120247
  nChanged 18
		SP:Iteration 53Q (65458.370000 sec): 3 clusters
  Score: Raw -1491402.616878 + Penalty 10604.983064 = -1480797.633815
  nChanged 18
		SP:Iteration 54Q (65458.410000 sec): 3 clusters
  Score: Raw -1491415.333985 + Penalty 10604.983064 = -1480810.350921
  nChanged 18
		SP:Iteration 55Q (65458.440000 sec): 3 clusters
  Score: Raw -1491426.990376 + Penalty 10604.983064 = -1480822.007312
  nChanged 17
		SP:Iteration 56Q (65458.470000 sec): 3 clusters
  Score: Raw -1491443.342576 + Penalty 10604.983064 = -1480838.359512
  nChanged 26
		SP:Iteration 57Q (65458.510000 sec): 3 clusters
  Score: Raw -1491466.207993 + Penalty 10604.983064 = -1480861.224929
  nChanged 25
		SP:Iteration 58Q (65458.540000 sec): 3 clusters
  Score: Raw -1491493.998338 + Penalty 10604.983064 = -1480889.015275
  nChanged 40
		SP:Iteration 59Q (65458.570000 sec): 3 clusters
  Score: Raw -1491548.614839 + Penalty 10604.983064 = -1480943.631775
  nChanged 55
		SP:Iteration 60F (65458.620000 sec): 3 clusters
  Score: Raw -1491651.336482 + Penalty 10604.983064 = -1481046.353418
  nChanged 69
		SP:Iteration 61Q (65458.650000 sec): 3 clusters
  Score: Raw -1491869.692818 + Penalty 10604.983064 = -1481264.709755
  nChanged 83
		SP:Iteration 62Q (65458.680000 sec): 3 clusters
  Score: Raw -1492128.931941 + Penalty 10604.983064 = -1481523.948877
  nChanged 65
		SP:Iteration 63Q (65458.710000 sec): 3 clusters
  Score: Raw -1492234.904876 + Penalty 10604.983064 = -1481629.921812
  nChanged 41
		SP:Iteration 64Q (65458.750000 sec): 3 clusters
  Score: Raw -1492267.294052 + Penalty 10604.983064 = -1481662.310988
  nChanged 18
		SP:Iteration 65Q (65458.780000 sec): 3 clusters
  Score: Raw -1492278.404647 + Penalty 10604.983064 = -1481673.421583
  nChanged 12
		SP:Iteration 66Q (65458.810000 sec): 3 clusters
  Score: Raw -1492286.735380 + Penalty 10604.983064 = -1481681.752317
  nChanged 14
		SP:Iteration 67Q (65458.840000 sec): 3 clusters
  Score: Raw -1492299.988347 + Penalty 10604.983064 = -1481695.005283
  nChanged 17
		SP:Iteration 68Q (65458.870000 sec): 3 clusters
  Score: Raw -1492310.900434 + Penalty 10604.983064 = -1481705.917370
  nChanged 8
		SP:Iteration 69Q (65458.910000 sec): 3 clusters
  Score: Raw -1492314.840083 + Penalty 10604.983064 = -1481709.857019
  nChanged 4
		SP:Iteration 70Q (65458.940000 sec): 3 clusters
  Score: Raw -1492317.746496 + Penalty 10604.983064 = -1481712.763432
  nChanged 5
		SP:Iteration 71Q (65458.970000 sec): 3 clusters
  Score: Raw -1492320.452847 + Penalty 10604.983064 = -1481715.469783
  nChanged 5
		SP:Iteration 72Q (65459.000000 sec): 3 clusters
  Score: Raw -1492323.495259 + Penalty 10604.983064 = -1481718.512195
  nChanged 3
		SP:Iteration 73Q (65459.030000 sec): 3 clusters
  Score: Raw -1492324.991174 + Penalty 10604.983064 = -1481720.008111
  nChanged 4
		SP:Iteration 74Q (65459.060000 sec): 3 clusters
  Score: Raw -1492326.896989 + Penalty 10604.983064 = -1481721.913925
  nChanged 4
		SP:Iteration 75Q (65459.090000 sec): 3 clusters
  Score: Raw -1492329.562498 + Penalty 10604.983064 = -1481724.579434
  nChanged 8
		SP:Iteration 76Q (65459.130000 sec): 3 clusters
  Score: Raw -1492336.107769 + Penalty 10604.983064 = -1481731.124705
  nChanged 10
		SP:Iteration 77Q (65459.150000 sec): 3 clusters
  Score: Raw -1492343.382840 + Penalty 10604.983064 = -1481738.399776
  nChanged 6
		SP:Iteration 78Q (65459.190000 sec): 3 clusters
  Score: Raw -1492347.184538 + Penalty 10604.983064 = -1481742.201474
  nChanged 5
		SP:Iteration 79Q (65459.220000 sec): 3 clusters
  Score: Raw -1492350.432695 + Penalty 10604.983064 = -1481745.449632
  nChanged 2
		SP:Iteration 80F (65459.260000 sec): 3 clusters
  Score: Raw -1492351.887174 + Penalty 10604.983064 = -1481746.904110
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65459.280000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65459.290000 sec): 3 clusters
  Score: Raw -406630.317945 + Penalty 8995.697131 = -397634.620814
  nChanged 313
		SP:Iteration 1F (65459.300000 sec): 3 clusters
  Score: Raw -407294.592961 + Penalty 8995.697131 = -398298.895830
  nChanged 96
		SP:Iteration 2F (65459.310000 sec): 3 clusters
  Score: Raw -407565.216945 + Penalty 8995.697131 = -398569.519814
  nChanged 58
		SP:Iteration 3Q (65459.330000 sec): 3 clusters
  Score: Raw -407713.316193 + Penalty 8995.697131 = -398717.619062
  nChanged 36
		SP:Iteration 4Q (65459.340000 sec): 3 clusters
  Score: Raw -407813.485037 + Penalty 8995.697131 = -398817.787906
  nChanged 27
		SP:Iteration 5Q (65459.350000 sec): 3 clusters
  Score: Raw -407898.172195 + Penalty 8995.697131 = -398902.475065
  nChanged 19
		SP:Iteration 6Q (65459.360000 sec): 3 clusters
  Score: Raw -407947.272052 + Penalty 8995.697131 = -398951.574921
  nChanged 10
		SP:Iteration 7Q (65459.370000 sec): 3 clusters
  Score: Raw -407972.644758 + Penalty 8995.697131 = -398976.947627
  nChanged 10
		SP:Iteration 8Q (65459.380000 sec): 3 clusters
  Score: Raw -407998.160114 + Penalty 8995.697131 = -399002.462983
  nChanged 7
		SP:Iteration 9Q (65459.390000 sec): 3 clusters
  Score: Raw -408010.125338 + Penalty 8995.697131 = -399014.428208
  nChanged 8
		SP:Iteration 10Q (65459.400000 sec): 3 clusters
  Score: Raw -408023.778398 + Penalty 8995.697131 = -399028.081267
  nChanged 4
		SP:Iteration 11Q (65459.410000 sec): 3 clusters
  Score: Raw -408032.803404 + Penalty 8995.697131 = -399037.106273
  nChanged 9
		SP:Iteration 12Q (65459.420000 sec): 3 clusters
  Score: Raw -408051.227097 + Penalty 8995.697131 = -399055.529966
  nChanged 3
		SP:Iteration 13Q (65459.430000 sec): 3 clusters
  Score: Raw -408058.473403 + Penalty 8995.697131 = -399062.776272
  nChanged 2
		SP:Iteration 14Q (65459.440000 sec): 3 clusters
  Score: Raw -408064.430901 + Penalty 8995.697131 = -399068.733770
  nChanged 2
		SP:Iteration 15Q (65459.450000 sec): 3 clusters
  Score: Raw -408068.190025 + Penalty 8995.697131 = -399072.492894
  nChanged 0
		SP:Iteration 16F (65459.470000 sec): 3 clusters
  Score: Raw -408068.190025 + Penalty 8995.697131 = -399072.492894
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (66139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65459.900000 sec): 2 clusters
  Score: Raw -17572361.305917 + Penalty 6798.452244 = -17565562.853673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65460.410000 sec): 3 clusters
  Score: Raw -17533101.959542 + Penalty 13596.904487 = -17519505.055055
  nChanged 29586
		SP:Iteration 1F (65460.910000 sec): 3 clusters
  Score: Raw -17548846.764724 + Penalty 13596.904487 = -17535249.860237
  nChanged 3100
		SP:Iteration 2Q (65461.410000 sec): 3 clusters
  Score: Raw -17549817.724012 + Penalty 13596.904487 = -17536220.819525
  nChanged 2693
		SP:Iteration 3Q (65461.920000 sec): 3 clusters
  Score: Raw -17550655.902878 + Penalty 13596.904487 = -17537058.998391
  nChanged 2443
		SP:Iteration 4Q (65462.430000 sec): 3 clusters
  Score: Raw -17551381.741843 + Penalty 13596.904487 = -17537784.837356
  nChanged 2249
		SP:Iteration 5Q (65462.940000 sec): 3 clusters
  Score: Raw -17552043.062900 + Penalty 13596.904487 = -17538446.158412
  nChanged 2078
		SP:Iteration 6Q (65463.450000 sec): 3 clusters
  Score: Raw -17552689.352094 + Penalty 13596.904487 = -17539092.447607
  nChanged 1964
		SP:Iteration 7Q (65463.950000 sec): 3 clusters
  Score: Raw -17553321.750021 + Penalty 13596.904487 = -17539724.845534
  nChanged 1955
		SP:Iteration 8Q (65464.460000 sec): 3 clusters
  Score: Raw -17553997.262560 + Penalty 13596.904487 = -17540400.358072
  nChanged 2034
		SP:Iteration 9Q (65464.970000 sec): 3 clusters
  Score: Raw -17554765.292763 + Penalty 13596.904487 = -17541168.388276
  nChanged 2170
		SP:Iteration 10Q (65465.470000 sec): 3 clusters
  Score: Raw -17555678.465554 + Penalty 13596.904487 = -17542081.561067
  nChanged 2386
		SP:Iteration 11Q (65465.970000 sec): 3 clusters
  Score: Raw -17556814.350962 + Penalty 13596.904487 = -17543217.446475
  nChanged 2699
		SP:Iteration 12Q (65466.470000 sec): 3 clusters
  Score: Raw -17558267.255188 + Penalty 13596.904487 = -17544670.350701
  nChanged 3008
		SP:Iteration 13Q (65466.970000 sec): 3 clusters
  Score: Raw -17560098.703883 + Penalty 13596.904487 = -17546501.799396
  nChanged 3186
		SP:Iteration 14Q (65467.470000 sec): 3 clusters
  Score: Raw -17562199.524452 + Penalty 13596.904487 = -17548602.619965
  nChanged 3189
		SP:Iteration 15Q (65467.950000 sec): 3 clusters
  Score: Raw -17564465.595252 + Penalty 13596.904487 = -17550868.690765
  nChanged 3047
		SP:Iteration 16Q (65468.430000 sec): 3 clusters
  Score: Raw -17566699.104502 + Penalty 13596.904487 = -17553102.200015
  nChanged 2664
		SP:Iteration 17Q (65468.890000 sec): 3 clusters
  Score: Raw -17568653.580942 + Penalty 13596.904487 = -17555056.676455
  nChanged 2143
		SP:Iteration 18Q (65469.340000 sec): 3 clusters
  Score: Raw -17570196.722573 + Penalty 13596.904487 = -17556599.818086
  nChanged 1661
		SP:Iteration 19Q (65469.770000 sec): 3 clusters
  Score: Raw -17571335.111018 + Penalty 13596.904487 = -17557738.206531
  nChanged 1212
		SP:Iteration 20F (65470.270000 sec): 3 clusters
  Score: Raw -17572151.593845 + Penalty 13596.904487 = -17558554.689357
  nChanged 840
		SP:Iteration 21Q (65470.670000 sec): 3 clusters
  Score: Raw -17572703.126969 + Penalty 13596.904487 = -17559106.222482
  nChanged 590
		SP:Iteration 22Q (65471.070000 sec): 3 clusters
  Score: Raw -17573108.396553 + Penalty 13596.904487 = -17559511.492066
  nChanged 390
		SP:Iteration 23Q (65471.460000 sec): 3 clusters
  Score: Raw -17573407.256144 + Penalty 13596.904487 = -17559810.351657
  nChanged 312
		SP:Iteration 24Q (65471.840000 sec): 3 clusters
  Score: Raw -17573666.477988 + Penalty 13596.904487 = -17560069.573501
  nChanged 224
		SP:Iteration 25Q (65472.210000 sec): 3 clusters
  Score: Raw -17573860.325802 + Penalty 13596.904487 = -17560263.421315
  nChanged 200
		SP:Iteration 26Q (65472.590000 sec): 3 clusters
  Score: Raw -17574004.657985 + Penalty 13596.904487 = -17560407.753497
  nChanged 169
		SP:Iteration 27Q (65472.950000 sec): 3 clusters
  Score: Raw -17574107.299080 + Penalty 13596.904487 = -17560510.394593
  nChanged 140
		SP:Iteration 28Q (65473.330000 sec): 3 clusters
  Score: Raw -17574193.894268 + Penalty 13596.904487 = -17560596.989781
  nChanged 129
		SP:Iteration 29Q (65473.690000 sec): 3 clusters
  Score: Raw -17574290.372953 + Penalty 13596.904487 = -17560693.468465
  nChanged 127
		SP:Iteration 30Q (65474.060000 sec): 3 clusters
  Score: Raw -17574368.054422 + Penalty 13596.904487 = -17560771.149935
  nChanged 99
		SP:Iteration 31Q (65474.420000 sec): 3 clusters
  Score: Raw -17574418.463159 + Penalty 13596.904487 = -17560821.558672
  nChanged 88
		SP:Iteration 32Q (65474.780000 sec): 3 clusters
  Score: Raw -17574459.499693 + Penalty 13596.904487 = -17560862.595206
  nChanged 73
		SP:Iteration 33Q (65475.150000 sec): 3 clusters
  Score: Raw -17574490.537599 + Penalty 13596.904487 = -17560893.633112
  nChanged 61
		SP:Iteration 34Q (65475.510000 sec): 3 clusters
  Score: Raw -17574517.328684 + Penalty 13596.904487 = -17560920.424197
  nChanged 54
		SP:Iteration 35Q (65475.870000 sec): 3 clusters
  Score: Raw -17574539.055020 + Penalty 13596.904487 = -17560942.150533
  nChanged 42
		SP:Iteration 36Q (65476.230000 sec): 3 clusters
  Score: Raw -17574555.162575 + Penalty 13596.904487 = -17560958.258088
  nChanged 36
		SP:Iteration 37Q (65476.590000 sec): 3 clusters
  Score: Raw -17574569.603724 + Penalty 13596.904487 = -17560972.699237
  nChanged 37
		SP:Iteration 38Q (65476.960000 sec): 3 clusters
  Score: Raw -17574583.522229 + Penalty 13596.904487 = -17560986.617742
  nChanged 24
		SP:Iteration 39Q (65477.320000 sec): 3 clusters
  Score: Raw -17574592.622023 + Penalty 13596.904487 = -17560995.717536
  nChanged 20
		SP:Iteration 40F (65477.820000 sec): 3 clusters
  Score: Raw -17574599.572445 + Penalty 13596.904487 = -17561002.667958
  nChanged 18
		SP:Iteration 41Q (65478.190000 sec): 3 clusters
  Score: Raw -17574606.295105 + Penalty 13596.904487 = -17561009.390618
  nChanged 15
		SP:Iteration 42Q (65478.560000 sec): 3 clusters
  Score: Raw -17574611.460621 + Penalty 13596.904487 = -17561014.556134
  nChanged 15
		SP:Iteration 43Q (65478.920000 sec): 3 clusters
  Score: Raw -17574616.560135 + Penalty 13596.904487 = -17561019.655648
  nChanged 10
		SP:Iteration 44Q (65479.290000 sec): 3 clusters
  Score: Raw -17574620.690059 + Penalty 13596.904487 = -17561023.785572
  nChanged 10
		SP:Iteration 45Q (65479.650000 sec): 3 clusters
  Score: Raw -17574624.868644 + Penalty 13596.904487 = -17561027.964157
  nChanged 15
		SP:Iteration 46Q (65480.010000 sec): 3 clusters
  Score: Raw -17574629.965413 + Penalty 13596.904487 = -17561033.060926
  nChanged 11
		SP:Iteration 47Q (65480.380000 sec): 3 clusters
  Score: Raw -17574633.576848 + Penalty 13596.904487 = -17561036.672361
  nChanged 8
		SP:Iteration 48Q (65480.750000 sec): 3 clusters
  Score: Raw -17574636.548149 + Penalty 13596.904487 = -17561039.643662
  nChanged 7
		SP:Iteration 49Q (65481.110000 sec): 3 clusters
  Score: Raw -17574639.216428 + Penalty 13596.904487 = -17561042.311941
  nChanged 3
		SP:Iteration 50Q (65481.470000 sec): 3 clusters
  Score: Raw -17574640.087461 + Penalty 13596.904487 = -17561043.182974
  nChanged 1
		SP:Iteration 51Q (65481.840000 sec): 3 clusters
  Score: Raw -17574640.505125 + Penalty 13596.904487 = -17561043.600638
  nChanged 3
		SP:Iteration 52Q (65482.200000 sec): 3 clusters
  Score: Raw -17574641.255487 + Penalty 13596.904487 = -17561044.351000
  nChanged 3
		SP:Iteration 53Q (65482.570000 sec): 3 clusters
  Score: Raw -17574642.102810 + Penalty 13596.904487 = -17561045.198323
  nChanged 3
		SP:Iteration 54Q (65482.930000 sec): 3 clusters
  Score: Raw -17574642.953433 + Penalty 13596.904487 = -17561046.048946
  nChanged 0
		SP:Iteration 55F (65483.430000 sec): 3 clusters
  Score: Raw -17574642.953433 + Penalty 13596.904487 = -17561046.048946
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65483.470000 sec): 2 clusters
  Score: Raw -164278.937080 + Penalty 4012.536705 = -160266.400375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65483.480000 sec): 3 clusters
  Score: Raw -165084.142710 + Penalty 8025.073410 = -157059.069300
  nChanged 123
		SP:Iteration 1F (65483.480000 sec): 3 clusters
  Score: Raw -165621.618668 + Penalty 8025.073410 = -157596.545258
  nChanged 56
		SP:Iteration 2F (65483.490000 sec): 3 clusters
  Score: Raw -165854.304293 + Penalty 8025.073410 = -157829.230882
  nChanged 26
		SP:Iteration 3Q (65483.490000 sec): 3 clusters
  Score: Raw -165950.026310 + Penalty 8025.073410 = -157924.952900
  nChanged 17
		SP:Iteration 4Q (65483.500000 sec): 3 clusters
  Score: Raw -166021.790094 + Penalty 8025.073410 = -157996.716684
  nChanged 20
		SP:Iteration 5Q (65483.500000 sec): 3 clusters
  Score: Raw -166096.086168 + Penalty 8025.073410 = -158071.012757
  nChanged 17
		SP:Iteration 6Q (65483.510000 sec): 3 clusters
  Score: Raw -166158.733232 + Penalty 8025.073410 = -158133.659822
  nChanged 11
		SP:Iteration 7Q (65483.510000 sec): 3 clusters
  Score: Raw -166208.778796 + Penalty 8025.073410 = -158183.705385
  nChanged 7
		SP:Iteration 8Q (65483.520000 sec): 3 clusters
  Score: Raw -166226.794897 + Penalty 8025.073410 = -158201.721486
  nChanged 4
		SP:Iteration 9Q (65483.520000 sec): 3 clusters
  Score: Raw -166244.998841 + Penalty 8025.073410 = -158219.925431
  nChanged 2
		SP:Iteration 10Q (65483.530000 sec): 3 clusters
  Score: Raw -166253.488703 + Penalty 8025.073410 = -158228.415292
  nChanged 3
		SP:Iteration 11Q (65483.530000 sec): 3 clusters
  Score: Raw -166266.766952 + Penalty 8025.073410 = -158241.693541
  nChanged 2
		SP:Iteration 12Q (65483.530000 sec): 3 clusters
  Score: Raw -166282.604354 + Penalty 8025.073410 = -158257.530943
  nChanged 1
		SP:Iteration 13Q (65483.540000 sec): 3 clusters
  Score: Raw -166285.116011 + Penalty 8025.073410 = -158260.042601
  nChanged 2
		SP:Iteration 14Q (65483.540000 sec): 3 clusters
  Score: Raw -166294.307287 + Penalty 8025.073410 = -158269.233876
  nChanged 1
		SP:Iteration 15Q (65483.550000 sec): 3 clusters
  Score: Raw -166299.111263 + Penalty 8025.073410 = -158274.037852
  nChanged 0
		SP:Iteration 16F (65483.550000 sec): 3 clusters
  Score: Raw -166299.111263 + Penalty 8025.073410 = -158274.037852
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65483.620000 sec): 2 clusters
  Score: Raw -2342703.343245 + Penalty 5586.589569 = -2337116.753676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65483.690000 sec): 3 clusters
  Score: Raw -2338574.641408 + Penalty 11173.179137 = -2327401.462271
  nChanged 3320
		SP:Iteration 1F (65483.750000 sec): 3 clusters
  Score: Raw -2340640.694836 + Penalty 11173.179137 = -2329467.515699
  nChanged 745
		SP:Iteration 2F (65483.820000 sec): 3 clusters
  Score: Raw -2341182.728827 + Penalty 11173.179137 = -2330009.549690
  nChanged 492
		SP:Iteration 3F (65483.890000 sec): 3 clusters
  Score: Raw -2341526.846430 + Penalty 11173.179137 = -2330353.667293
  nChanged 390
		SP:Iteration 4Q (65483.960000 sec): 3 clusters
  Score: Raw -2341816.495187 + Penalty 11173.179137 = -2330643.316050
  nChanged 327
		SP:Iteration 5Q (65484.030000 sec): 3 clusters
  Score: Raw -2342064.415297 + Penalty 11173.179137 = -2330891.236160
  nChanged 295
		SP:Iteration 6Q (65484.100000 sec): 3 clusters
  Score: Raw -2342310.567092 + Penalty 11173.179137 = -2331137.387955
  nChanged 312
		SP:Iteration 7Q (65484.170000 sec): 3 clusters
  Score: Raw -2342560.580715 + Penalty 11173.179137 = -2331387.401578
  nChanged 304
		SP:Iteration 8Q (65484.230000 sec): 3 clusters
  Score: Raw -2342811.181078 + Penalty 11173.179137 = -2331638.001941
  nChanged 287
		SP:Iteration 9Q (65484.300000 sec): 3 clusters
  Score: Raw -2343058.286440 + Penalty 11173.179137 = -2331885.107303
  nChanged 283
		SP:Iteration 10Q (65484.370000 sec): 3 clusters
  Score: Raw -2343325.200337 + Penalty 11173.179137 = -2332152.021200
  nChanged 300
		SP:Iteration 11Q (65484.430000 sec): 3 clusters
  Score: Raw -2343606.922642 + Penalty 11173.179137 = -2332433.743505
  nChanged 297
		SP:Iteration 12Q (65484.500000 sec): 3 clusters
  Score: Raw -2343866.632035 + Penalty 11173.179137 = -2332693.452898
  nChanged 253
		SP:Iteration 13Q (65484.570000 sec): 3 clusters
  Score: Raw -2344046.317255 + Penalty 11173.179137 = -2332873.138118
  nChanged 223
		SP:Iteration 14Q (65484.630000 sec): 3 clusters
  Score: Raw -2344202.512182 + Penalty 11173.179137 = -2333029.333045
  nChanged 201
		SP:Iteration 15Q (65484.690000 sec): 3 clusters
  Score: Raw -2344327.785958 + Penalty 11173.179137 = -2333154.606821
  nChanged 159
		SP:Iteration 16Q (65484.760000 sec): 3 clusters
  Score: Raw -2344428.979808 + Penalty 11173.179137 = -2333255.800671
  nChanged 139
		SP:Iteration 17Q (65484.820000 sec): 3 clusters
  Score: Raw -2344508.323826 + Penalty 11173.179137 = -2333335.144689
  nChanged 103
		SP:Iteration 18Q (65484.880000 sec): 3 clusters
  Score: Raw -2344568.049489 + Penalty 11173.179137 = -2333394.870352
  nChanged 101
		SP:Iteration 19Q (65484.950000 sec): 3 clusters
  Score: Raw -2344623.300057 + Penalty 11173.179137 = -2333450.120920
  nChanged 95
		SP:Iteration 20F (65485.010000 sec): 3 clusters
  Score: Raw -2344674.841713 + Penalty 11173.179137 = -2333501.662576
  nChanged 83
		SP:Iteration 21Q (65485.080000 sec): 3 clusters
  Score: Raw -2344727.981903 + Penalty 11173.179137 = -2333554.802766
  nChanged 92
		SP:Iteration 22Q (65485.140000 sec): 3 clusters
  Score: Raw -2344778.792068 + Penalty 11173.179137 = -2333605.612931
  nChanged 79
		SP:Iteration 23Q (65485.200000 sec): 3 clusters
  Score: Raw -2344823.598780 + Penalty 11173.179137 = -2333650.419643
  nChanged 88
		SP:Iteration 24Q (65485.270000 sec): 3 clusters
  Score: Raw -2344869.703069 + Penalty 11173.179137 = -2333696.523932
  nChanged 66
		SP:Iteration 25Q (65485.330000 sec): 3 clusters
  Score: Raw -2344901.172252 + Penalty 11173.179137 = -2333727.993114
  nChanged 58
		SP:Iteration 26Q (65485.390000 sec): 3 clusters
  Score: Raw -2344929.243343 + Penalty 11173.179137 = -2333756.064206
  nChanged 57
		SP:Iteration 27Q (65485.450000 sec): 3 clusters
  Score: Raw -2344959.046469 + Penalty 11173.179137 = -2333785.867332
  nChanged 42
		SP:Iteration 28Q (65485.520000 sec): 3 clusters
  Score: Raw -2344981.586917 + Penalty 11173.179137 = -2333808.407780
  nChanged 34
		SP:Iteration 29Q (65485.580000 sec): 3 clusters
  Score: Raw -2344998.913173 + Penalty 11173.179137 = -2333825.734036
  nChanged 41
		SP:Iteration 30Q (65485.640000 sec): 3 clusters
  Score: Raw -2345015.310873 + Penalty 11173.179137 = -2333842.131736
  nChanged 32
		SP:Iteration 31Q (65485.710000 sec): 3 clusters
  Score: Raw -2345027.316106 + Penalty 11173.179137 = -2333854.136969
  nChanged 26
		SP:Iteration 32Q (65485.770000 sec): 3 clusters
  Score: Raw -2345037.300942 + Penalty 11173.179137 = -2333864.121805
  nChanged 28
		SP:Iteration 33Q (65485.830000 sec): 3 clusters
  Score: Raw -2345051.126056 + Penalty 11173.179137 = -2333877.946919
  nChanged 28
		SP:Iteration 34Q (65485.890000 sec): 3 clusters
  Score: Raw -2345063.933691 + Penalty 11173.179137 = -2333890.754554
  nChanged 20
		SP:Iteration 35Q (65485.950000 sec): 3 clusters
  Score: Raw -2345072.593202 + Penalty 11173.179137 = -2333899.414065
  nChanged 17
		SP:Iteration 36Q (65486.020000 sec): 3 clusters
  Score: Raw -2345083.095735 + Penalty 11173.179137 = -2333909.916598
  nChanged 25
		SP:Iteration 37Q (65486.080000 sec): 3 clusters
  Score: Raw -2345095.836867 + Penalty 11173.179137 = -2333922.657730
  nChanged 16
		SP:Iteration 38Q (65486.140000 sec): 3 clusters
  Score: Raw -2345106.808767 + Penalty 11173.179137 = -2333933.629630
  nChanged 25
		SP:Iteration 39Q (65486.200000 sec): 3 clusters
  Score: Raw -2345122.877976 + Penalty 11173.179137 = -2333949.698839
  nChanged 22
		SP:Iteration 40F (65486.270000 sec): 3 clusters
  Score: Raw -2345134.290814 + Penalty 11173.179137 = -2333961.111677
  nChanged 18
		SP:Iteration 41Q (65486.330000 sec): 3 clusters
  Score: Raw -2345142.460489 + Penalty 11173.179137 = -2333969.281352
  nChanged 19
		SP:Iteration 42Q (65486.390000 sec): 3 clusters
  Score: Raw -2345149.665497 + Penalty 11173.179137 = -2333976.486360
  nChanged 17
		SP:Iteration 43Q (65486.460000 sec): 3 clusters
  Score: Raw -2345157.258757 + Penalty 11173.179137 = -2333984.079620
  nChanged 12
		SP:Iteration 44Q (65486.520000 sec): 3 clusters
  Score: Raw -2345162.631246 + Penalty 11173.179137 = -2333989.452109
  nChanged 15
		SP:Iteration 45Q (65486.580000 sec): 3 clusters
  Score: Raw -2345169.767394 + Penalty 11173.179137 = -2333996.588257
  nChanged 16
		SP:Iteration 46Q (65486.640000 sec): 3 clusters
  Score: Raw -2345174.498035 + Penalty 11173.179137 = -2334001.318898
  nChanged 10
		SP:Iteration 47Q (65486.700000 sec): 3 clusters
  Score: Raw -2345179.068360 + Penalty 11173.179137 = -2334005.889223
  nChanged 9
		SP:Iteration 48Q (65486.770000 sec): 3 clusters
  Score: Raw -2345184.345191 + Penalty 11173.179137 = -2334011.166054
  nChanged 12
		SP:Iteration 49Q (65486.830000 sec): 3 clusters
  Score: Raw -2345188.853656 + Penalty 11173.179137 = -2334015.674519
  nChanged 14
		SP:Iteration 50Q (65486.890000 sec): 3 clusters
  Score: Raw -2345195.107291 + Penalty 11173.179137 = -2334021.928154
  nChanged 14
		SP:Iteration 51Q (65486.950000 sec): 3 clusters
  Score: Raw -2345199.441851 + Penalty 11173.179137 = -2334026.262714
  nChanged 7
		SP:Iteration 52Q (65487.010000 sec): 3 clusters
  Score: Raw -2345201.788339 + Penalty 11173.179137 = -2334028.609202
  nChanged 3
		SP:Iteration 53Q (65487.070000 sec): 3 clusters
  Score: Raw -2345202.790582 + Penalty 11173.179137 = -2334029.611445
  nChanged 4
		SP:Iteration 54Q (65487.140000 sec): 3 clusters
  Score: Raw -2345204.281872 + Penalty 11173.179137 = -2334031.102735
  nChanged 2
		SP:Iteration 55Q (65487.200000 sec): 3 clusters
  Score: Raw -2345205.062961 + Penalty 11173.179137 = -2334031.883824
  nChanged 5
		SP:Iteration 56Q (65487.260000 sec): 3 clusters
  Score: Raw -2345207.475629 + Penalty 11173.179137 = -2334034.296492
  nChanged 6
		SP:Iteration 57Q (65487.320000 sec): 3 clusters
  Score: Raw -2345209.495952 + Penalty 11173.179137 = -2334036.316815
  nChanged 8
		SP:Iteration 58Q (65487.390000 sec): 3 clusters
  Score: Raw -2345212.591996 + Penalty 11173.179137 = -2334039.412859
  nChanged 7
		SP:Iteration 59Q (65487.450000 sec): 3 clusters
  Score: Raw -2345214.431732 + Penalty 11173.179137 = -2334041.252595
  nChanged 4
		SP:Iteration 60F (65487.520000 sec): 3 clusters
  Score: Raw -2345216.546855 + Penalty 11173.179137 = -2334043.367718
  nChanged 5
		SP:Iteration 61Q (65487.580000 sec): 3 clusters
  Score: Raw -2345218.484039 + Penalty 11173.179137 = -2334045.304902
  nChanged 3
		SP:Iteration 62Q (65487.640000 sec): 3 clusters
  Score: Raw -2345219.838847 + Penalty 11173.179137 = -2334046.659710
  nChanged 2
		SP:Iteration 63Q (65487.700000 sec): 3 clusters
  Score: Raw -2345220.573241 + Penalty 11173.179137 = -2334047.394104
  nChanged 1
		SP:Iteration 64Q (65487.760000 sec): 3 clusters
  Score: Raw -2345221.333200 + Penalty 11173.179137 = -2334048.154063
  nChanged 3
		SP:Iteration 65Q (65487.830000 sec): 3 clusters
  Score: Raw -2345221.965115 + Penalty 11173.179137 = -2334048.785978
  nChanged 1
		SP:Iteration 66Q (65487.900000 sec): 3 clusters
  Score: Raw -2345222.236509 + Penalty 11173.179137 = -2334049.057372
  nChanged 0
		SP:Iteration 67F (65487.960000 sec): 3 clusters
  Score: Raw -2345222.236509 + Penalty 11173.179137 = -2334049.057372
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65488.060000 sec): 2 clusters
  Score: Raw -3835397.588204 + Penalty 5888.250020 = -3829509.338184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65488.170000 sec): 3 clusters
  Score: Raw -3827950.266145 + Penalty 11776.500040 = -3816173.766105
  nChanged 5813
		SP:Iteration 1F (65488.280000 sec): 3 clusters
  Score: Raw -3831689.542640 + Penalty 11776.500040 = -3819913.042600
  nChanged 1375
		SP:Iteration 2F (65488.400000 sec): 3 clusters
  Score: Raw -3833004.370491 + Penalty 11776.500040 = -3821227.870451
  nChanged 1190
		SP:Iteration 3F (65488.510000 sec): 3 clusters
  Score: Raw -3834143.558286 + Penalty 11776.500040 = -3822367.058246
  nChanged 1004
		SP:Iteration 4F (65488.620000 sec): 3 clusters
  Score: Raw -3835032.126049 + Penalty 11776.500040 = -3823255.626009
  nChanged 868
		SP:Iteration 5F (65488.730000 sec): 3 clusters
  Score: Raw -3835700.842902 + Penalty 11776.500040 = -3823924.342862
  nChanged 683
		SP:Iteration 6Q (65488.840000 sec): 3 clusters
  Score: Raw -3836194.579258 + Penalty 11776.500040 = -3824418.079218
  nChanged 531
		SP:Iteration 7Q (65488.950000 sec): 3 clusters
  Score: Raw -3836509.621380 + Penalty 11776.500040 = -3824733.121340
  nChanged 440
		SP:Iteration 8Q (65489.060000 sec): 3 clusters
  Score: Raw -3836752.065712 + Penalty 11776.500040 = -3824975.565672
  nChanged 384
		SP:Iteration 9Q (65489.160000 sec): 3 clusters
  Score: Raw -3836946.453356 + Penalty 11776.500040 = -3825169.953316
  nChanged 319
		SP:Iteration 10Q (65489.270000 sec): 3 clusters
  Score: Raw -3837131.024343 + Penalty 11776.500040 = -3825354.524303
  nChanged 301
		SP:Iteration 11Q (65489.380000 sec): 3 clusters
  Score: Raw -3837294.652892 + Penalty 11776.500040 = -3825518.152852
  nChanged 268
		SP:Iteration 12Q (65489.480000 sec): 3 clusters
  Score: Raw -3837416.857116 + Penalty 11776.500040 = -3825640.357076
  nChanged 194
		SP:Iteration 13Q (65489.590000 sec): 3 clusters
  Score: Raw -3837503.463997 + Penalty 11776.500040 = -3825726.963957
  nChanged 193
		SP:Iteration 14Q (65489.700000 sec): 3 clusters
  Score: Raw -3837574.767380 + Penalty 11776.500040 = -3825798.267340
  nChanged 151
		SP:Iteration 15Q (65489.800000 sec): 3 clusters
  Score: Raw -3837628.694903 + Penalty 11776.500040 = -3825852.194863
  nChanged 114
		SP:Iteration 16Q (65489.900000 sec): 3 clusters
  Score: Raw -3837668.229764 + Penalty 11776.500040 = -3825891.729724
  nChanged 113
		SP:Iteration 17Q (65490.010000 sec): 3 clusters
  Score: Raw -3837708.417768 + Penalty 11776.500040 = -3825931.917728
  nChanged 93
		SP:Iteration 18Q (65490.120000 sec): 3 clusters
  Score: Raw -3837736.802467 + Penalty 11776.500040 = -3825960.302427
  nChanged 72
		SP:Iteration 19Q (65490.220000 sec): 3 clusters
  Score: Raw -3837756.774971 + Penalty 11776.500040 = -3825980.274931
  nChanged 50
		SP:Iteration 20F (65490.330000 sec): 3 clusters
  Score: Raw -3837772.752364 + Penalty 11776.500040 = -3825996.252324
  nChanged 43
		SP:Iteration 21Q (65490.440000 sec): 3 clusters
  Score: Raw -3837786.029467 + Penalty 11776.500040 = -3826009.529427
  nChanged 47
		SP:Iteration 22Q (65490.540000 sec): 3 clusters
  Score: Raw -3837798.655512 + Penalty 11776.500040 = -3826022.155472
  nChanged 41
		SP:Iteration 23Q (65490.650000 sec): 3 clusters
  Score: Raw -3837812.070842 + Penalty 11776.500040 = -3826035.570802
  nChanged 53
		SP:Iteration 24Q (65490.760000 sec): 3 clusters
  Score: Raw -3837831.205504 + Penalty 11776.500040 = -3826054.705464
  nChanged 60
		SP:Iteration 25Q (65490.860000 sec): 3 clusters
  Score: Raw -3837852.763199 + Penalty 11776.500040 = -3826076.263159
  nChanged 54
		SP:Iteration 26Q (65490.960000 sec): 3 clusters
  Score: Raw -3837868.485031 + Penalty 11776.500040 = -3826091.984991
  nChanged 38
		SP:Iteration 27Q (65491.070000 sec): 3 clusters
  Score: Raw -3837878.035774 + Penalty 11776.500040 = -3826101.535734
  nChanged 29
		SP:Iteration 28Q (65491.180000 sec): 3 clusters
  Score: Raw -3837885.729871 + Penalty 11776.500040 = -3826109.229831
  nChanged 24
		SP:Iteration 29Q (65491.280000 sec): 3 clusters
  Score: Raw -3837893.011570 + Penalty 11776.500040 = -3826116.511530
  nChanged 27
		SP:Iteration 30Q (65491.380000 sec): 3 clusters
  Score: Raw -3837900.696416 + Penalty 11776.500040 = -3826124.196376
  nChanged 27
		SP:Iteration 31Q (65491.490000 sec): 3 clusters
  Score: Raw -3837907.501551 + Penalty 11776.500040 = -3826131.001511
  nChanged 19
		SP:Iteration 32Q (65491.600000 sec): 3 clusters
  Score: Raw -3837912.995419 + Penalty 11776.500040 = -3826136.495380
  nChanged 27
		SP:Iteration 33Q (65491.700000 sec): 3 clusters
  Score: Raw -3837919.850414 + Penalty 11776.500040 = -3826143.350374
  nChanged 18
		SP:Iteration 34Q (65491.810000 sec): 3 clusters
  Score: Raw -3837924.991739 + Penalty 11776.500040 = -3826148.491699
  nChanged 15
		SP:Iteration 35Q (65491.910000 sec): 3 clusters
  Score: Raw -3837928.533675 + Penalty 11776.500040 = -3826152.033635
  nChanged 15
		SP:Iteration 36Q (65492.020000 sec): 3 clusters
  Score: Raw -3837931.657050 + Penalty 11776.500040 = -3826155.157010
  nChanged 10
		SP:Iteration 37Q (65492.130000 sec): 3 clusters
  Score: Raw -3837934.003840 + Penalty 11776.500040 = -3826157.503800
  nChanged 14
		SP:Iteration 38Q (65492.230000 sec): 3 clusters
  Score: Raw -3837938.095870 + Penalty 11776.500040 = -3826161.595830
  nChanged 20
		SP:Iteration 39Q (65492.330000 sec): 3 clusters
  Score: Raw -3837943.426713 + Penalty 11776.500040 = -3826166.926673
  nChanged 19
		SP:Iteration 40F (65492.450000 sec): 3 clusters
  Score: Raw -3837948.162821 + Penalty 11776.500040 = -3826171.662781
  nChanged 12
		SP:Iteration 41Q (65492.550000 sec): 3 clusters
  Score: Raw -3837951.006414 + Penalty 11776.500040 = -3826174.506374
  nChanged 13
		SP:Iteration 42Q (65492.650000 sec): 3 clusters
  Score: Raw -3837954.453059 + Penalty 11776.500040 = -3826177.953019
  nChanged 12
		SP:Iteration 43Q (65492.760000 sec): 3 clusters
  Score: Raw -3837957.881081 + Penalty 11776.500040 = -3826181.381041
  nChanged 18
		SP:Iteration 44Q (65492.870000 sec): 3 clusters
  Score: Raw -3837961.957229 + Penalty 11776.500040 = -3826185.457189
  nChanged 11
		SP:Iteration 45Q (65492.970000 sec): 3 clusters
  Score: Raw -3837964.293274 + Penalty 11776.500040 = -3826187.793234
  nChanged 6
		SP:Iteration 46Q (65493.070000 sec): 3 clusters
  Score: Raw -3837965.682241 + Penalty 11776.500040 = -3826189.182202
  nChanged 8
		SP:Iteration 47Q (65493.180000 sec): 3 clusters
  Score: Raw -3837967.404957 + Penalty 11776.500040 = -3826190.904917
  nChanged 9
		SP:Iteration 48Q (65493.290000 sec): 3 clusters
  Score: Raw -3837969.348608 + Penalty 11776.500040 = -3826192.848568
  nChanged 6
		SP:Iteration 49Q (65493.390000 sec): 3 clusters
  Score: Raw -3837970.463243 + Penalty 11776.500040 = -3826193.963203
  nChanged 3
		SP:Iteration 50Q (65493.490000 sec): 3 clusters
  Score: Raw -3837971.199457 + Penalty 11776.500040 = -3826194.699417
  nChanged 5
		SP:Iteration 51Q (65493.590000 sec): 3 clusters
  Score: Raw -3837972.475645 + Penalty 11776.500040 = -3826195.975605
  nChanged 8
		SP:Iteration 52Q (65493.700000 sec): 3 clusters
  Score: Raw -3837974.158964 + Penalty 11776.500040 = -3826197.658924
  nChanged 6
		SP:Iteration 53Q (65493.810000 sec): 3 clusters
  Score: Raw -3837975.272139 + Penalty 11776.500040 = -3826198.772099
  nChanged 5
		SP:Iteration 54Q (65493.910000 sec): 3 clusters
  Score: Raw -3837976.364675 + Penalty 11776.500040 = -3826199.864635
  nChanged 7
		SP:Iteration 55Q (65494.010000 sec): 3 clusters
  Score: Raw -3837977.565004 + Penalty 11776.500040 = -3826201.064964
  nChanged 4
		SP:Iteration 56Q (65494.120000 sec): 3 clusters
  Score: Raw -3837978.270786 + Penalty 11776.500040 = -3826201.770746
  nChanged 1
		SP:Iteration 57Q (65494.220000 sec): 3 clusters
  Score: Raw -3837978.462489 + Penalty 11776.500040 = -3826201.962449
  nChanged 2
		SP:Iteration 58Q (65494.330000 sec): 3 clusters
  Score: Raw -3837978.719853 + Penalty 11776.500040 = -3826202.219813
  nChanged 0
		SP:Iteration 59F (65494.440000 sec): 3 clusters
  Score: Raw -3837978.719853 + Penalty 11776.500040 = -3826202.219813
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65494.850000 sec): 2 clusters
  Score: Raw -16565146.021249 + Penalty 6758.889677 = -16558387.131572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65495.310000 sec): 3 clusters
  Score: Raw -16528495.497647 + Penalty 13517.779354 = -16514977.718293
  nChanged 27826
		SP:Iteration 1F (65495.780000 sec): 3 clusters
  Score: Raw -16543459.397753 + Penalty 13517.779354 = -16529941.618399
  nChanged 2966
		SP:Iteration 2Q (65496.250000 sec): 3 clusters
  Score: Raw -16544460.529157 + Penalty 13517.779354 = -16530942.749803
  nChanged 2647
		SP:Iteration 3Q (65496.730000 sec): 3 clusters
  Score: Raw -16545311.788402 + Penalty 13517.779354 = -16531794.009048
  nChanged 2336
		SP:Iteration 4Q (65497.200000 sec): 3 clusters
  Score: Raw -16546077.877278 + Penalty 13517.779354 = -16532560.097924
  nChanged 2311
		SP:Iteration 5Q (65497.670000 sec): 3 clusters
  Score: Raw -16546887.453260 + Penalty 13517.779354 = -16533369.673906
  nChanged 2335
		SP:Iteration 6Q (65498.150000 sec): 3 clusters
  Score: Raw -16547756.415515 + Penalty 13517.779354 = -16534238.636161
  nChanged 2408
		SP:Iteration 7Q (65498.620000 sec): 3 clusters
  Score: Raw -16548746.035974 + Penalty 13517.779354 = -16535228.256620
  nChanged 2649
		SP:Iteration 8Q (65499.090000 sec): 3 clusters
  Score: Raw -16550017.418827 + Penalty 13517.779354 = -16536499.639473
  nChanged 3153
		SP:Iteration 9F (65499.550000 sec): 3 clusters
  Score: Raw -16551910.775114 + Penalty 13517.779354 = -16538392.995760
  nChanged 3705
		SP:Iteration 10F (65500.020000 sec): 3 clusters
  Score: Raw -16554549.232517 + Penalty 13517.779354 = -16541031.453163
  nChanged 3890
		SP:Iteration 11F (65500.490000 sec): 3 clusters
  Score: Raw -16557557.785908 + Penalty 13517.779354 = -16544040.006554
  nChanged 3384
		SP:Iteration 12F (65500.950000 sec): 3 clusters
  Score: Raw -16560181.946719 + Penalty 13517.779354 = -16546664.167365
  nChanged 2584
		SP:Iteration 13Q (65501.410000 sec): 3 clusters
  Score: Raw -16562171.286213 + Penalty 13517.779354 = -16548653.506859
  nChanged 1869
		SP:Iteration 14Q (65501.860000 sec): 3 clusters
  Score: Raw -16563642.080428 + Penalty 13517.779354 = -16550124.301074
  nChanged 1270
		SP:Iteration 15Q (65502.300000 sec): 3 clusters
  Score: Raw -16564586.280202 + Penalty 13517.779354 = -16551068.500848
  nChanged 897
		SP:Iteration 16Q (65502.710000 sec): 3 clusters
  Score: Raw -16565218.119703 + Penalty 13517.779354 = -16551700.340349
  nChanged 600
		SP:Iteration 17Q (65503.100000 sec): 3 clusters
  Score: Raw -16565609.777871 + Penalty 13517.779354 = -16552091.998517
  nChanged 420
		SP:Iteration 18Q (65503.480000 sec): 3 clusters
  Score: Raw -16565824.148478 + Penalty 13517.779354 = -16552306.369124
  nChanged 293
		SP:Iteration 19Q (65503.860000 sec): 3 clusters
  Score: Raw -16565963.115204 + Penalty 13517.779354 = -16552445.335850
  nChanged 239
		SP:Iteration 20F (65504.320000 sec): 3 clusters
  Score: Raw -16566064.918298 + Penalty 13517.779354 = -16552547.138944
  nChanged 178
		SP:Iteration 21Q (65504.680000 sec): 3 clusters
  Score: Raw -16566149.667865 + Penalty 13517.779354 = -16552631.888511
  nChanged 154
		SP:Iteration 22Q (65505.040000 sec): 3 clusters
  Score: Raw -16566221.745857 + Penalty 13517.779354 = -16552703.966503
  nChanged 137
		SP:Iteration 23Q (65505.400000 sec): 3 clusters
  Score: Raw -16566276.362333 + Penalty 13517.779354 = -16552758.582979
  nChanged 130
		SP:Iteration 24Q (65505.750000 sec): 3 clusters
  Score: Raw -16566324.770551 + Penalty 13517.779354 = -16552806.991197
  nChanged 104
		SP:Iteration 25Q (65506.100000 sec): 3 clusters
  Score: Raw -16566363.016427 + Penalty 13517.779354 = -16552845.237073
  nChanged 83
		SP:Iteration 26Q (65506.450000 sec): 3 clusters
  Score: Raw -16566394.581359 + Penalty 13517.779354 = -16552876.802005
  nChanged 79
		SP:Iteration 27Q (65506.800000 sec): 3 clusters
  Score: Raw -16566424.022278 + Penalty 13517.779354 = -16552906.242925
  nChanged 62
		SP:Iteration 28Q (65507.150000 sec): 3 clusters
  Score: Raw -16566447.666841 + Penalty 13517.779354 = -16552929.887487
  nChanged 62
		SP:Iteration 29Q (65507.500000 sec): 3 clusters
  Score: Raw -16566470.891579 + Penalty 13517.779354 = -16552953.112225
  nChanged 56
		SP:Iteration 30Q (65507.840000 sec): 3 clusters
  Score: Raw -16566489.170957 + Penalty 13517.779354 = -16552971.391603
  nChanged 57
		SP:Iteration 31Q (65508.190000 sec): 3 clusters
  Score: Raw -16566512.995546 + Penalty 13517.779354 = -16552995.216192
  nChanged 57
		SP:Iteration 32Q (65508.530000 sec): 3 clusters
  Score: Raw -16566531.623841 + Penalty 13517.779354 = -16553013.844487
  nChanged 49
		SP:Iteration 33Q (65508.880000 sec): 3 clusters
  Score: Raw -16566549.125740 + Penalty 13517.779354 = -16553031.346386
  nChanged 45
		SP:Iteration 34Q (65509.220000 sec): 3 clusters
  Score: Raw -16566564.004073 + Penalty 13517.779354 = -16553046.224719
  nChanged 34
		SP:Iteration 35Q (65509.560000 sec): 3 clusters
  Score: Raw -16566575.550505 + Penalty 13517.779354 = -16553057.771151
  nChanged 41
		SP:Iteration 36Q (65509.910000 sec): 3 clusters
  Score: Raw -16566588.056812 + Penalty 13517.779354 = -16553070.277458
  nChanged 43
		SP:Iteration 37Q (65510.250000 sec): 3 clusters
  Score: Raw -16566601.387155 + Penalty 13517.779354 = -16553083.607801
  nChanged 32
		SP:Iteration 38Q (65510.590000 sec): 3 clusters
  Score: Raw -16566612.049148 + Penalty 13517.779354 = -16553094.269794
  nChanged 29
		SP:Iteration 39Q (65510.930000 sec): 3 clusters
  Score: Raw -16566620.102287 + Penalty 13517.779354 = -16553102.322933
  nChanged 20
		SP:Iteration 40F (65511.400000 sec): 3 clusters
  Score: Raw -16566624.485156 + Penalty 13517.779354 = -16553106.705802
  nChanged 24
		SP:Iteration 41Q (65511.730000 sec): 3 clusters
  Score: Raw -16566631.919139 + Penalty 13517.779354 = -16553114.139785
  nChanged 27
		SP:Iteration 42Q (65512.080000 sec): 3 clusters
  Score: Raw -16566640.093700 + Penalty 13517.779354 = -16553122.314346
  nChanged 21
		SP:Iteration 43Q (65512.420000 sec): 3 clusters
  Score: Raw -16566645.292959 + Penalty 13517.779354 = -16553127.513605
  nChanged 18
		SP:Iteration 44Q (65512.760000 sec): 3 clusters
  Score: Raw -16566651.308910 + Penalty 13517.779354 = -16553133.529556
  nChanged 19
		SP:Iteration 45Q (65513.100000 sec): 3 clusters
  Score: Raw -16566655.835116 + Penalty 13517.779354 = -16553138.055762
  nChanged 20
		SP:Iteration 46Q (65513.440000 sec): 3 clusters
  Score: Raw -16566663.451052 + Penalty 13517.779354 = -16553145.671698
  nChanged 13
		SP:Iteration 47Q (65513.780000 sec): 3 clusters
  Score: Raw -16566667.334280 + Penalty 13517.779354 = -16553149.554926
  nChanged 19
		SP:Iteration 48Q (65514.120000 sec): 3 clusters
  Score: Raw -16566672.139697 + Penalty 13517.779354 = -16553154.360343
  nChanged 12
		SP:Iteration 49Q (65514.460000 sec): 3 clusters
  Score: Raw -16566676.319761 + Penalty 13517.779354 = -16553158.540407
  nChanged 19
		SP:Iteration 50Q (65514.800000 sec): 3 clusters
  Score: Raw -16566680.786973 + Penalty 13517.779354 = -16553163.007619
  nChanged 13
		SP:Iteration 51Q (65515.140000 sec): 3 clusters
  Score: Raw -16566683.687182 + Penalty 13517.779354 = -16553165.907828
  nChanged 11
		SP:Iteration 52Q (65515.480000 sec): 3 clusters
  Score: Raw -16566686.239777 + Penalty 13517.779354 = -16553168.460423
  nChanged 8
		SP:Iteration 53Q (65515.810000 sec): 3 clusters
  Score: Raw -16566688.131627 + Penalty 13517.779354 = -16553170.352273
  nChanged 6
		SP:Iteration 54Q (65516.150000 sec): 3 clusters
  Score: Raw -16566689.698199 + Penalty 13517.779354 = -16553171.918845
  nChanged 6
		SP:Iteration 55Q (65516.490000 sec): 3 clusters
  Score: Raw -16566691.493574 + Penalty 13517.779354 = -16553173.714220
  nChanged 7
		SP:Iteration 56Q (65516.830000 sec): 3 clusters
  Score: Raw -16566693.445801 + Penalty 13517.779354 = -16553175.666447
  nChanged 5
		SP:Iteration 57Q (65517.170000 sec): 3 clusters
  Score: Raw -16566694.305941 + Penalty 13517.779354 = -16553176.526587
  nChanged 4
		SP:Iteration 58Q (65517.510000 sec): 3 clusters
  Score: Raw -16566694.911496 + Penalty 13517.779354 = -16553177.132142
  nChanged 3
		SP:Iteration 59Q (65517.850000 sec): 3 clusters
  Score: Raw -16566695.831285 + Penalty 13517.779354 = -16553178.051932
  nChanged 3
		SP:Iteration 60F (65518.310000 sec): 3 clusters
  Score: Raw -16566696.290498 + Penalty 13517.779354 = -16553178.511144
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (17123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65518.450000 sec): 2 clusters
  Score: Raw -4536541.376629 + Penalty 5970.758944 = -4530570.617685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65518.570000 sec): 3 clusters
  Score: Raw -4527781.641130 + Penalty 11941.517888 = -4515840.123241
  nChanged 6830
		SP:Iteration 1F (65518.700000 sec): 3 clusters
  Score: Raw -4531452.599380 + Penalty 11941.517888 = -4519511.081492
  nChanged 1164
		SP:Iteration 2F (65518.830000 sec): 3 clusters
  Score: Raw -4532084.351865 + Penalty 11941.517888 = -4520142.833977
  nChanged 859
		SP:Iteration 3F (65518.960000 sec): 3 clusters
  Score: Raw -4532555.392053 + Penalty 11941.517888 = -4520613.874165
  nChanged 759
		SP:Iteration 4Q (65519.090000 sec): 3 clusters
  Score: Raw -4532928.848859 + Penalty 11941.517888 = -4520987.330971
  nChanged 640
		SP:Iteration 5Q (65519.210000 sec): 3 clusters
  Score: Raw -4533223.387855 + Penalty 11941.517888 = -4521281.869966
  nChanged 505
		SP:Iteration 6Q (65519.340000 sec): 3 clusters
  Score: Raw -4533434.540264 + Penalty 11941.517888 = -4521493.022376
  nChanged 431
		SP:Iteration 7Q (65519.470000 sec): 3 clusters
  Score: Raw -4533614.933109 + Penalty 11941.517888 = -4521673.415220
  nChanged 376
		SP:Iteration 8Q (65519.600000 sec): 3 clusters
  Score: Raw -4533764.993257 + Penalty 11941.517888 = -4521823.475369
  nChanged 327
		SP:Iteration 9Q (65519.730000 sec): 3 clusters
  Score: Raw -4533876.188401 + Penalty 11941.517888 = -4521934.670513
  nChanged 269
		SP:Iteration 10Q (65519.850000 sec): 3 clusters
  Score: Raw -4533972.818022 + Penalty 11941.517888 = -4522031.300133
  nChanged 276
		SP:Iteration 11Q (65519.980000 sec): 3 clusters
  Score: Raw -4534080.381616 + Penalty 11941.517888 = -4522138.863728
  nChanged 297
		SP:Iteration 12Q (65520.110000 sec): 3 clusters
  Score: Raw -4534200.998767 + Penalty 11941.517888 = -4522259.480879
  nChanged 313
		SP:Iteration 13Q (65520.230000 sec): 3 clusters
  Score: Raw -4534321.582028 + Penalty 11941.517888 = -4522380.064140
  nChanged 316
		SP:Iteration 14Q (65520.360000 sec): 3 clusters
  Score: Raw -4534468.758075 + Penalty 11941.517888 = -4522527.240187
  nChanged 363
		SP:Iteration 15Q (65520.490000 sec): 3 clusters
  Score: Raw -4534655.491883 + Penalty 11941.517888 = -4522713.973995
  nChanged 398
		SP:Iteration 16Q (65520.610000 sec): 3 clusters
  Score: Raw -4534876.971660 + Penalty 11941.517888 = -4522935.453771
  nChanged 435
		SP:Iteration 17Q (65520.740000 sec): 3 clusters
  Score: Raw -4535147.937094 + Penalty 11941.517888 = -4523206.419206
  nChanged 502
		SP:Iteration 18Q (65520.870000 sec): 3 clusters
  Score: Raw -4535480.204766 + Penalty 11941.517888 = -4523538.686878
  nChanged 514
		SP:Iteration 19Q (65520.990000 sec): 3 clusters
  Score: Raw -4535816.256256 + Penalty 11941.517888 = -4523874.738368
  nChanged 521
		SP:Iteration 20F (65521.120000 sec): 3 clusters
  Score: Raw -4536131.788937 + Penalty 11941.517888 = -4524190.271049
  nChanged 514
		SP:Iteration 21Q (65521.240000 sec): 3 clusters
  Score: Raw -4536431.694972 + Penalty 11941.517888 = -4524490.177083
  nChanged 474
		SP:Iteration 22Q (65521.370000 sec): 3 clusters
  Score: Raw -4536697.665539 + Penalty 11941.517888 = -4524756.147650
  nChanged 426
		SP:Iteration 23Q (65521.490000 sec): 3 clusters
  Score: Raw -4536926.066425 + Penalty 11941.517888 = -4524984.548536
  nChanged 360
		SP:Iteration 24Q (65521.610000 sec): 3 clusters
  Score: Raw -4537112.774945 + Penalty 11941.517888 = -4525171.257057
  nChanged 356
		SP:Iteration 25Q (65521.730000 sec): 3 clusters
  Score: Raw -4537313.210986 + Penalty 11941.517888 = -4525371.693097
  nChanged 314
		SP:Iteration 26Q (65521.850000 sec): 3 clusters
  Score: Raw -4537514.083751 + Penalty 11941.517888 = -4525572.565863
  nChanged 299
		SP:Iteration 27Q (65521.970000 sec): 3 clusters
  Score: Raw -4537699.022902 + Penalty 11941.517888 = -4525757.505014
  nChanged 280
		SP:Iteration 28Q (65522.090000 sec): 3 clusters
  Score: Raw -4537864.895997 + Penalty 11941.517888 = -4525923.378109
  nChanged 249
		SP:Iteration 29Q (65522.210000 sec): 3 clusters
  Score: Raw -4538031.210104 + Penalty 11941.517888 = -4526089.692216
  nChanged 259
		SP:Iteration 30Q (65522.330000 sec): 3 clusters
  Score: Raw -4538224.004270 + Penalty 11941.517888 = -4526282.486381
  nChanged 294
		SP:Iteration 31Q (65522.450000 sec): 3 clusters
  Score: Raw -4538492.381332 + Penalty 11941.517888 = -4526550.863443
  nChanged 312
		SP:Iteration 32Q (65522.560000 sec): 3 clusters
  Score: Raw -4538765.442602 + Penalty 11941.517888 = -4526823.924713
  nChanged 260
		SP:Iteration 33Q (65522.670000 sec): 3 clusters
  Score: Raw -4538971.674097 + Penalty 11941.517888 = -4527030.156208
  nChanged 223
		SP:Iteration 34Q (65522.790000 sec): 3 clusters
  Score: Raw -4539134.367072 + Penalty 11941.517888 = -4527192.849183
  nChanged 183
		SP:Iteration 35Q (65522.900000 sec): 3 clusters
  Score: Raw -4539245.816037 + Penalty 11941.517888 = -4527304.298149
  nChanged 139
		SP:Iteration 36Q (65523.000000 sec): 3 clusters
  Score: Raw -4539317.055665 + Penalty 11941.517888 = -4527375.537776
  nChanged 98
		SP:Iteration 37Q (65523.110000 sec): 3 clusters
  Score: Raw -4539362.514658 + Penalty 11941.517888 = -4527420.996770
  nChanged 85
		SP:Iteration 38Q (65523.210000 sec): 3 clusters
  Score: Raw -4539399.197998 + Penalty 11941.517888 = -4527457.680110
  nChanged 71
		SP:Iteration 39Q (65523.320000 sec): 3 clusters
  Score: Raw -4539427.162454 + Penalty 11941.517888 = -4527485.644566
  nChanged 52
		SP:Iteration 40F (65523.450000 sec): 3 clusters
  Score: Raw -4539447.001160 + Penalty 11941.517888 = -4527505.483272
  nChanged 39
		SP:Iteration 41Q (65523.550000 sec): 3 clusters
  Score: Raw -4539459.567770 + Penalty 11941.517888 = -4527518.049882
  nChanged 29
		SP:Iteration 42Q (65523.660000 sec): 3 clusters
  Score: Raw -4539468.264509 + Penalty 11941.517888 = -4527526.746620
  nChanged 17
		SP:Iteration 43Q (65523.770000 sec): 3 clusters
  Score: Raw -4539472.670972 + Penalty 11941.517888 = -4527531.153084
  nChanged 9
		SP:Iteration 44Q (65523.870000 sec): 3 clusters
  Score: Raw -4539474.854468 + Penalty 11941.517888 = -4527533.336579
  nChanged 4
		SP:Iteration 45Q (65523.980000 sec): 3 clusters
  Score: Raw -4539476.300464 + Penalty 11941.517888 = -4527534.782575
  nChanged 7
		SP:Iteration 46Q (65524.080000 sec): 3 clusters
  Score: Raw -4539478.830096 + Penalty 11941.517888 = -4527537.312207
  nChanged 4
		SP:Iteration 47Q (65524.190000 sec): 3 clusters
  Score: Raw -4539479.696821 + Penalty 11941.517888 = -4527538.178933
  nChanged 1
		SP:Iteration 48Q (65524.290000 sec): 3 clusters
  Score: Raw -4539479.855101 + Penalty 11941.517888 = -4527538.337213
  nChanged 2
		SP:Iteration 49Q (65524.400000 sec): 3 clusters
  Score: Raw -4539480.549685 + Penalty 11941.517888 = -4527539.031796
  nChanged 1
		SP:Iteration 50Q (65524.500000 sec): 3 clusters
  Score: Raw -4539480.748186 + Penalty 11941.517888 = -4527539.230298
  nChanged 0
		SP:Iteration 51F (65524.630000 sec): 3 clusters
  Score: Raw -4539480.748186 + Penalty 11941.517888 = -4527539.230298
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (43634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65524.910000 sec): 2 clusters
  Score: Raw -11413367.356413 + Penalty 6543.700064 = -11406823.656349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65525.240000 sec): 3 clusters
  Score: Raw -11388430.293266 + Penalty 13087.400129 = -11375342.893137
  nChanged 19034
		SP:Iteration 1F (65525.570000 sec): 3 clusters
  Score: Raw -11398670.505044 + Penalty 13087.400129 = -11385583.104915
  nChanged 2437
		SP:Iteration 2F (65525.900000 sec): 3 clusters
  Score: Raw -11399785.777605 + Penalty 13087.400129 = -11386698.377476
  nChanged 2169
		SP:Iteration 3Q (65526.230000 sec): 3 clusters
  Score: Raw -11400959.247577 + Penalty 13087.400129 = -11387871.847448
  nChanged 2171
		SP:Iteration 4Q (65526.560000 sec): 3 clusters
  Score: Raw -11402394.324030 + Penalty 13087.400129 = -11389306.923901
  nChanged 2456
		SP:Iteration 5F (65526.890000 sec): 3 clusters
  Score: Raw -11404184.139428 + Penalty 13087.400129 = -11391096.739299
  nChanged 2807
		SP:Iteration 6F (65527.210000 sec): 3 clusters
  Score: Raw -11406169.789274 + Penalty 13087.400129 = -11393082.389145
  nChanged 2940
		SP:Iteration 7F (65527.540000 sec): 3 clusters
  Score: Raw -11408038.614017 + Penalty 13087.400129 = -11394951.213888
  nChanged 2701
		SP:Iteration 8F (65527.870000 sec): 3 clusters
  Score: Raw -11409598.516526 + Penalty 13087.400129 = -11396511.116397
  nChanged 2341
		SP:Iteration 9F (65528.200000 sec): 3 clusters
  Score: Raw -11410851.756651 + Penalty 13087.400129 = -11397764.356522
  nChanged 1976
		SP:Iteration 10Q (65528.520000 sec): 3 clusters
  Score: Raw -11411864.866799 + Penalty 13087.400129 = -11398777.466671
  nChanged 1634
		SP:Iteration 11Q (65528.840000 sec): 3 clusters
  Score: Raw -11412637.570385 + Penalty 13087.400129 = -11399550.170256
  nChanged 1361
		SP:Iteration 12Q (65529.170000 sec): 3 clusters
  Score: Raw -11413262.036607 + Penalty 13087.400129 = -11400174.636478
  nChanged 1129
		SP:Iteration 13Q (65529.490000 sec): 3 clusters
  Score: Raw -11413771.000392 + Penalty 13087.400129 = -11400683.600264
  nChanged 1044
		SP:Iteration 14Q (65529.810000 sec): 3 clusters
  Score: Raw -11414258.056915 + Penalty 13087.400129 = -11401170.656786
  nChanged 995
		SP:Iteration 15Q (65530.130000 sec): 3 clusters
  Score: Raw -11414728.247266 + Penalty 13087.400129 = -11401640.847137
  nChanged 905
		SP:Iteration 16Q (65530.450000 sec): 3 clusters
  Score: Raw -11415166.658985 + Penalty 13087.400129 = -11402079.258856
  nChanged 827
		SP:Iteration 17Q (65530.780000 sec): 3 clusters
  Score: Raw -11415570.087800 + Penalty 13087.400129 = -11402482.687671
  nChanged 750
		SP:Iteration 18Q (65531.100000 sec): 3 clusters
  Score: Raw -11415935.134387 + Penalty 13087.400129 = -11402847.734258
  nChanged 666
		SP:Iteration 19Q (65531.420000 sec): 3 clusters
  Score: Raw -11416253.567412 + Penalty 13087.400129 = -11403166.167283
  nChanged 549
		SP:Iteration 20F (65531.750000 sec): 3 clusters
  Score: Raw -11416514.953418 + Penalty 13087.400129 = -11403427.553289
  nChanged 447
		SP:Iteration 21Q (65532.070000 sec): 3 clusters
  Score: Raw -11416717.879592 + Penalty 13087.400129 = -11403630.479463
  nChanged 367
		SP:Iteration 22Q (65532.390000 sec): 3 clusters
  Score: Raw -11416879.483487 + Penalty 13087.400129 = -11403792.083358
  nChanged 307
		SP:Iteration 23Q (65532.710000 sec): 3 clusters
  Score: Raw -11417005.551120 + Penalty 13087.400129 = -11403918.150991
  nChanged 231
		SP:Iteration 24Q (65533.030000 sec): 3 clusters
  Score: Raw -11417104.310824 + Penalty 13087.400129 = -11404016.910695
  nChanged 189
		SP:Iteration 25Q (65533.350000 sec): 3 clusters
  Score: Raw -11417182.531878 + Penalty 13087.400129 = -11404095.131749
  nChanged 161
		SP:Iteration 26Q (65533.660000 sec): 3 clusters
  Score: Raw -11417247.511451 + Penalty 13087.400129 = -11404160.111322
  nChanged 129
		SP:Iteration 27Q (65533.970000 sec): 3 clusters
  Score: Raw -11417292.297276 + Penalty 13087.400129 = -11404204.897147
  nChanged 102
		SP:Iteration 28Q (65534.280000 sec): 3 clusters
  Score: Raw -11417333.226184 + Penalty 13087.400129 = -11404245.826055
  nChanged 89
		SP:Iteration 29Q (65534.580000 sec): 3 clusters
  Score: Raw -11417367.894649 + Penalty 13087.400129 = -11404280.494520
  nChanged 78
		SP:Iteration 30Q (65534.890000 sec): 3 clusters
  Score: Raw -11417401.736945 + Penalty 13087.400129 = -11404314.336817
  nChanged 76
		SP:Iteration 31Q (65535.190000 sec): 3 clusters
  Score: Raw -11417434.020800 + Penalty 13087.400129 = -11404346.620671
  nChanged 64
		SP:Iteration 32Q (65535.480000 sec): 3 clusters
  Score: Raw -11417461.654669 + Penalty 13087.400129 = -11404374.254541
  nChanged 45
		SP:Iteration 33Q (65535.780000 sec): 3 clusters
  Score: Raw -11417480.006410 + Penalty 13087.400129 = -11404392.606281
  nChanged 42
		SP:Iteration 34Q (65536.070000 sec): 3 clusters
  Score: Raw -11417493.274065 + Penalty 13087.400129 = -11404405.873936
  nChanged 27
		SP:Iteration 35Q (65536.360000 sec): 3 clusters
  Score: Raw -11417501.360231 + Penalty 13087.400129 = -11404413.960102
  nChanged 21
		SP:Iteration 36Q (65536.650000 sec): 3 clusters
  Score: Raw -11417509.301288 + Penalty 13087.400129 = -11404421.901159
  nChanged 23
		SP:Iteration 37Q (65536.940000 sec): 3 clusters
  Score: Raw -11417516.618841 + Penalty 13087.400129 = -11404429.218712
  nChanged 21
		SP:Iteration 38Q (65537.230000 sec): 3 clusters
  Score: Raw -11417523.762805 + Penalty 13087.400129 = -11404436.362676
  nChanged 18
		SP:Iteration 39Q (65537.510000 sec): 3 clusters
  Score: Raw -11417530.452334 + Penalty 13087.400129 = -11404443.052206
  nChanged 18
		SP:Iteration 40F (65537.840000 sec): 3 clusters
  Score: Raw -11417538.345613 + Penalty 13087.400129 = -11404450.945484
  nChanged 20
		SP:Iteration 41Q (65538.120000 sec): 3 clusters
  Score: Raw -11417548.237755 + Penalty 13087.400129 = -11404460.837626
  nChanged 25
		SP:Iteration 42Q (65538.410000 sec): 3 clusters
  Score: Raw -11417563.698932 + Penalty 13087.400129 = -11404476.298803
  nChanged 33
		SP:Iteration 43Q (65538.690000 sec): 3 clusters
  Score: Raw -11417584.900722 + Penalty 13087.400129 = -11404497.500593
  nChanged 31
		SP:Iteration 44Q (65538.960000 sec): 3 clusters
  Score: Raw -11417600.454399 + Penalty 13087.400129 = -11404513.054271
  nChanged 34
		SP:Iteration 45Q (65539.230000 sec): 3 clusters
  Score: Raw -11417614.031459 + Penalty 13087.400129 = -11404526.631330
  nChanged 29
		SP:Iteration 46Q (65539.510000 sec): 3 clusters
  Score: Raw -11417624.875842 + Penalty 13087.400129 = -11404537.475713
  nChanged 15
		SP:Iteration 47Q (65539.780000 sec): 3 clusters
  Score: Raw -11417629.904001 + Penalty 13087.400129 = -11404542.503872
  nChanged 13
		SP:Iteration 48Q (65540.050000 sec): 3 clusters
  Score: Raw -11417633.588841 + Penalty 13087.400129 = -11404546.188712
  nChanged 13
		SP:Iteration 49Q (65540.310000 sec): 3 clusters
  Score: Raw -11417637.098137 + Penalty 13087.400129 = -11404549.698008
  nChanged 9
		SP:Iteration 50Q (65540.590000 sec): 3 clusters
  Score: Raw -11417640.121484 + Penalty 13087.400129 = -11404552.721355
  nChanged 6
		SP:Iteration 51Q (65540.850000 sec): 3 clusters
  Score: Raw -11417641.817756 + Penalty 13087.400129 = -11404554.417627
  nChanged 5
		SP:Iteration 52Q (65541.120000 sec): 3 clusters
  Score: Raw -11417643.186266 + Penalty 13087.400129 = -11404555.786137
  nChanged 2
		SP:Iteration 53Q (65541.390000 sec): 3 clusters
  Score: Raw -11417644.043169 + Penalty 13087.400129 = -11404556.643040
  nChanged 2
		SP:Iteration 54Q (65541.650000 sec): 3 clusters
  Score: Raw -11417644.366243 + Penalty 13087.400129 = -11404556.966114
  nChanged 2
		SP:Iteration 55Q (65541.920000 sec): 3 clusters
  Score: Raw -11417645.037830 + Penalty 13087.400129 = -11404557.637701
  nChanged 0
		SP:Iteration 56F (65542.250000 sec): 3 clusters
  Score: Raw -11417645.037830 + Penalty 13087.400129 = -11404557.637701
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65542.290000 sec): 2 clusters
  Score: Raw -375875.112077 + Penalty 4478.530275 = -371396.581802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65542.300000 sec): 3 clusters
  Score: Raw -375789.789083 + Penalty 8957.060551 = -366832.728532
  nChanged 281
		SP:Iteration 1F (65542.310000 sec): 3 clusters
  Score: Raw -376233.184412 + Penalty 8957.060551 = -367276.123861
  nChanged 70
		SP:Iteration 2Q (65542.320000 sec): 3 clusters
  Score: Raw -376353.316378 + Penalty 8957.060551 = -367396.255827
  nChanged 32
		SP:Iteration 3Q (65542.330000 sec): 3 clusters
  Score: Raw -376418.263830 + Penalty 8957.060551 = -367461.203279
  nChanged 17
		SP:Iteration 4Q (65542.340000 sec): 3 clusters
  Score: Raw -376451.648915 + Penalty 8957.060551 = -367494.588364
  nChanged 17
		SP:Iteration 5Q (65542.350000 sec): 3 clusters
  Score: Raw -376475.835105 + Penalty 8957.060551 = -367518.774554
  nChanged 11
		SP:Iteration 6Q (65542.360000 sec): 3 clusters
  Score: Raw -376495.239533 + Penalty 8957.060551 = -367538.178982
  nChanged 10
		SP:Iteration 7Q (65542.370000 sec): 3 clusters
  Score: Raw -376515.496502 + Penalty 8957.060551 = -367558.435951
  nChanged 2
		SP:Iteration 8Q (65542.380000 sec): 3 clusters
  Score: Raw -376518.347545 + Penalty 8957.060551 = -367561.286994
  nChanged 1
		SP:Iteration 9Q (65542.390000 sec): 3 clusters
  Score: Raw -376521.146019 + Penalty 8957.060551 = -367564.085468
  nChanged 0
		SP:Iteration 10F (65542.410000 sec): 3 clusters
  Score: Raw -376521.146019 + Penalty 8957.060551 = -367564.085468
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (12061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65542.490000 sec): 2 clusters
  Score: Raw -3188610.456171 + Penalty 5756.111086 = -3182854.345084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65542.580000 sec): 3 clusters
  Score: Raw -3182768.382727 + Penalty 11512.222172 = -3171256.160554
  nChanged 4653
		SP:Iteration 1F (65542.670000 sec): 3 clusters
  Score: Raw -3185475.901915 + Penalty 11512.222172 = -3173963.679743
  nChanged 948
		SP:Iteration 2F (65542.760000 sec): 3 clusters
  Score: Raw -3186080.653082 + Penalty 11512.222172 = -3174568.430910
  nChanged 676
		SP:Iteration 3F (65542.850000 sec): 3 clusters
  Score: Raw -3186504.869630 + Penalty 11512.222172 = -3174992.647457
  nChanged 530
		SP:Iteration 4Q (65542.940000 sec): 3 clusters
  Score: Raw -3186791.069573 + Penalty 11512.222172 = -3175278.847401
  nChanged 399
		SP:Iteration 5Q (65543.030000 sec): 3 clusters
  Score: Raw -3186993.895792 + Penalty 11512.222172 = -3175481.673619
  nChanged 362
		SP:Iteration 6Q (65543.120000 sec): 3 clusters
  Score: Raw -3187186.758147 + Penalty 11512.222172 = -3175674.535974
  nChanged 340
		SP:Iteration 7Q (65543.210000 sec): 3 clusters
  Score: Raw -3187374.905786 + Penalty 11512.222172 = -3175862.683613
  nChanged 318
		SP:Iteration 8Q (65543.300000 sec): 3 clusters
  Score: Raw -3187546.205967 + Penalty 11512.222172 = -3176033.983795
  nChanged 298
		SP:Iteration 9Q (65543.390000 sec): 3 clusters
  Score: Raw -3187701.842710 + Penalty 11512.222172 = -3176189.620537
  nChanged 267
		SP:Iteration 10Q (65543.480000 sec): 3 clusters
  Score: Raw -3187839.082856 + Penalty 11512.222172 = -3176326.860684
  nChanged 237
		SP:Iteration 11Q (65543.570000 sec): 3 clusters
  Score: Raw -3187967.259456 + Penalty 11512.222172 = -3176455.037284
  nChanged 219
		SP:Iteration 12Q (65543.650000 sec): 3 clusters
  Score: Raw -3188086.544262 + Penalty 11512.222172 = -3176574.322090
  nChanged 222
		SP:Iteration 13Q (65543.750000 sec): 3 clusters
  Score: Raw -3188195.729607 + Penalty 11512.222172 = -3176683.507435
  nChanged 181
		SP:Iteration 14Q (65543.830000 sec): 3 clusters
  Score: Raw -3188288.093379 + Penalty 11512.222172 = -3176775.871207
  nChanged 190
		SP:Iteration 15Q (65543.920000 sec): 3 clusters
  Score: Raw -3188380.290159 + Penalty 11512.222172 = -3176868.067986
  nChanged 181
		SP:Iteration 16Q (65544.010000 sec): 3 clusters
  Score: Raw -3188467.102749 + Penalty 11512.222172 = -3176954.880577
  nChanged 138
		SP:Iteration 17Q (65544.100000 sec): 3 clusters
  Score: Raw -3188524.584577 + Penalty 11512.222172 = -3177012.362404
  nChanged 134
		SP:Iteration 18Q (65544.190000 sec): 3 clusters
  Score: Raw -3188589.637001 + Penalty 11512.222172 = -3177077.414829
  nChanged 148
		SP:Iteration 19Q (65544.270000 sec): 3 clusters
  Score: Raw -3188661.873270 + Penalty 11512.222172 = -3177149.651097
  nChanged 158
		SP:Iteration 20F (65544.370000 sec): 3 clusters
  Score: Raw -3188741.435443 + Penalty 11512.222172 = -3177229.213271
  nChanged 154
		SP:Iteration 21Q (65544.450000 sec): 3 clusters
  Score: Raw -3188821.548876 + Penalty 11512.222172 = -3177309.326704
  nChanged 159
		SP:Iteration 22Q (65544.540000 sec): 3 clusters
  Score: Raw -3188905.991758 + Penalty 11512.222172 = -3177393.769585
  nChanged 158
		SP:Iteration 23Q (65544.630000 sec): 3 clusters
  Score: Raw -3188992.970188 + Penalty 11512.222172 = -3177480.748016
  nChanged 172
		SP:Iteration 24Q (65544.710000 sec): 3 clusters
  Score: Raw -3189080.322600 + Penalty 11512.222172 = -3177568.100428
  nChanged 166
		SP:Iteration 25Q (65544.800000 sec): 3 clusters
  Score: Raw -3189165.163741 + Penalty 11512.222172 = -3177652.941569
  nChanged 172
		SP:Iteration 26Q (65544.890000 sec): 3 clusters
  Score: Raw -3189263.858325 + Penalty 11512.222172 = -3177751.636153
  nChanged 201
		SP:Iteration 27Q (65544.970000 sec): 3 clusters
  Score: Raw -3189381.580706 + Penalty 11512.222172 = -3177869.358534
  nChanged 218
		SP:Iteration 28Q (65545.060000 sec): 3 clusters
  Score: Raw -3189530.576048 + Penalty 11512.222172 = -3178018.353875
  nChanged 260
		SP:Iteration 29Q (65545.150000 sec): 3 clusters
  Score: Raw -3189751.735387 + Penalty 11512.222172 = -3178239.513215
  nChanged 305
		SP:Iteration 30Q (65545.230000 sec): 3 clusters
  Score: Raw -3190048.452323 + Penalty 11512.222172 = -3178536.230151
  nChanged 328
		SP:Iteration 31Q (65545.310000 sec): 3 clusters
  Score: Raw -3190422.023686 + Penalty 11512.222172 = -3178909.801514
  nChanged 329
		SP:Iteration 32Q (65545.390000 sec): 3 clusters
  Score: Raw -3190811.910372 + Penalty 11512.222172 = -3179299.688199
  nChanged 309
		SP:Iteration 33Q (65545.480000 sec): 3 clusters
  Score: Raw -3191131.849996 + Penalty 11512.222172 = -3179619.627824
  nChanged 256
		SP:Iteration 34Q (65545.550000 sec): 3 clusters
  Score: Raw -3191346.039012 + Penalty 11512.222172 = -3179833.816840
  nChanged 219
		SP:Iteration 35Q (65545.630000 sec): 3 clusters
  Score: Raw -3191502.212111 + Penalty 11512.222172 = -3179989.989939
  nChanged 151
		SP:Iteration 36Q (65545.710000 sec): 3 clusters
  Score: Raw -3191600.829102 + Penalty 11512.222172 = -3180088.606929
  nChanged 110
		SP:Iteration 37Q (65545.790000 sec): 3 clusters
  Score: Raw -3191675.587891 + Penalty 11512.222172 = -3180163.365719
  nChanged 99
		SP:Iteration 38Q (65545.860000 sec): 3 clusters
  Score: Raw -3191746.255110 + Penalty 11512.222172 = -3180234.032938
  nChanged 86
		SP:Iteration 39Q (65545.940000 sec): 3 clusters
  Score: Raw -3191805.482101 + Penalty 11512.222172 = -3180293.259928
  nChanged 56
		SP:Iteration 40F (65546.030000 sec): 3 clusters
  Score: Raw -3191837.860915 + Penalty 11512.222172 = -3180325.638743
  nChanged 39
		SP:Iteration 41Q (65546.110000 sec): 3 clusters
  Score: Raw -3191856.302989 + Penalty 11512.222172 = -3180344.080816
  nChanged 27
		SP:Iteration 42Q (65546.180000 sec): 3 clusters
  Score: Raw -3191867.629352 + Penalty 11512.222172 = -3180355.407179
  nChanged 25
		SP:Iteration 43Q (65546.250000 sec): 3 clusters
  Score: Raw -3191878.573498 + Penalty 11512.222172 = -3180366.351326
  nChanged 21
		SP:Iteration 44Q (65546.330000 sec): 3 clusters
  Score: Raw -3191885.616682 + Penalty 11512.222172 = -3180373.394510
  nChanged 20
		SP:Iteration 45Q (65546.410000 sec): 3 clusters
  Score: Raw -3191891.465852 + Penalty 11512.222172 = -3180379.243679
  nChanged 13
		SP:Iteration 46Q (65546.480000 sec): 3 clusters
  Score: Raw -3191895.108395 + Penalty 11512.222172 = -3180382.886222
  nChanged 7
		SP:Iteration 47Q (65546.550000 sec): 3 clusters
  Score: Raw -3191897.282495 + Penalty 11512.222172 = -3180385.060322
  nChanged 8
		SP:Iteration 48Q (65546.630000 sec): 3 clusters
  Score: Raw -3191900.070845 + Penalty 11512.222172 = -3180387.848673
  nChanged 3
		SP:Iteration 49Q (65546.710000 sec): 3 clusters
  Score: Raw -3191900.775233 + Penalty 11512.222172 = -3180388.553061
  nChanged 2
		SP:Iteration 50Q (65546.780000 sec): 3 clusters
  Score: Raw -3191901.330532 + Penalty 11512.222172 = -3180389.108359
  nChanged 2
		SP:Iteration 51Q (65546.850000 sec): 3 clusters
  Score: Raw -3191901.834582 + Penalty 11512.222172 = -3180389.612410
  nChanged 1
		SP:Iteration 52Q (65546.930000 sec): 3 clusters
  Score: Raw -3191902.104925 + Penalty 11512.222172 = -3180389.882753
  nChanged 0
		SP:Iteration 53F (65547.020000 sec): 3 clusters
  Score: Raw -3191902.104925 + Penalty 11512.222172 = -3180389.882753
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (59672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65547.410000 sec): 2 clusters
  Score: Raw -16345942.357231 + Penalty 6735.428634 = -16339206.928597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65547.860000 sec): 3 clusters
  Score: Raw -16310684.664962 + Penalty 13470.857268 = -16297213.807695
  nChanged 26601
		SP:Iteration 1F (65548.310000 sec): 3 clusters
  Score: Raw -16325053.256155 + Penalty 13470.857268 = -16311582.398887
  nChanged 2962
		SP:Iteration 2Q (65548.760000 sec): 3 clusters
  Score: Raw -16326051.103596 + Penalty 13470.857268 = -16312580.246328
  nChanged 2506
		SP:Iteration 3Q (65549.220000 sec): 3 clusters
  Score: Raw -16326901.145284 + Penalty 13470.857268 = -16313430.288016
  nChanged 2255
		SP:Iteration 4Q (65549.670000 sec): 3 clusters
  Score: Raw -16327698.177682 + Penalty 13470.857268 = -16314227.320415
  nChanged 2279
		SP:Iteration 5Q (65550.120000 sec): 3 clusters
  Score: Raw -16328533.238677 + Penalty 13470.857268 = -16315062.381409
  nChanged 2255
		SP:Iteration 6Q (65550.580000 sec): 3 clusters
  Score: Raw -16329413.854830 + Penalty 13470.857268 = -16315942.997563
  nChanged 2385
		SP:Iteration 7Q (65551.030000 sec): 3 clusters
  Score: Raw -16330359.091277 + Penalty 13470.857268 = -16316888.234009
  nChanged 2542
		SP:Iteration 8Q (65551.480000 sec): 3 clusters
  Score: Raw -16331467.815692 + Penalty 13470.857268 = -16317996.958425
  nChanged 2736
		SP:Iteration 9Q (65551.940000 sec): 3 clusters
  Score: Raw -16332777.438861 + Penalty 13470.857268 = -16319306.581593
  nChanged 2905
		SP:Iteration 10Q (65552.390000 sec): 3 clusters
  Score: Raw -16334285.217737 + Penalty 13470.857268 = -16320814.360470
  nChanged 2944
		SP:Iteration 11Q (65552.840000 sec): 3 clusters
  Score: Raw -16335941.309251 + Penalty 13470.857268 = -16322470.451984
  nChanged 2923
		SP:Iteration 12Q (65553.300000 sec): 3 clusters
  Score: Raw -16337816.759035 + Penalty 13470.857268 = -16324345.901768
  nChanged 2907
		SP:Iteration 13Q (65553.750000 sec): 3 clusters
  Score: Raw -16340128.567630 + Penalty 13470.857268 = -16326657.710363
  nChanged 2670
		SP:Iteration 14Q (65554.200000 sec): 3 clusters
  Score: Raw -16342625.609038 + Penalty 13470.857268 = -16329154.751770
  nChanged 2187
		SP:Iteration 15Q (65554.640000 sec): 3 clusters
  Score: Raw -16344934.793950 + Penalty 13470.857268 = -16331463.936683
  nChanged 1664
		SP:Iteration 16Q (65555.070000 sec): 3 clusters
  Score: Raw -16346510.310478 + Penalty 13470.857268 = -16333039.453210
  nChanged 1149
		SP:Iteration 17Q (65555.470000 sec): 3 clusters
  Score: Raw -16347260.322524 + Penalty 13470.857268 = -16333789.465257
  nChanged 762
		SP:Iteration 18Q (65555.860000 sec): 3 clusters
  Score: Raw -16347626.229575 + Penalty 13470.857268 = -16334155.372307
  nChanged 520
		SP:Iteration 19Q (65556.240000 sec): 3 clusters
  Score: Raw -16347839.521378 + Penalty 13470.857268 = -16334368.664110
  nChanged 370
		SP:Iteration 20F (65556.680000 sec): 3 clusters
  Score: Raw -16347983.249398 + Penalty 13470.857268 = -16334512.392131
  nChanged 298
		SP:Iteration 21Q (65557.060000 sec): 3 clusters
  Score: Raw -16348076.120217 + Penalty 13470.857268 = -16334605.262949
  nChanged 213
		SP:Iteration 22Q (65557.420000 sec): 3 clusters
  Score: Raw -16348129.559953 + Penalty 13470.857268 = -16334658.702685
  nChanged 172
		SP:Iteration 23Q (65557.780000 sec): 3 clusters
  Score: Raw -16348174.866924 + Penalty 13470.857268 = -16334704.009656
  nChanged 148
		SP:Iteration 24Q (65558.150000 sec): 3 clusters
  Score: Raw -16348215.321186 + Penalty 13470.857268 = -16334744.463919
  nChanged 125
		SP:Iteration 25Q (65558.510000 sec): 3 clusters
  Score: Raw -16348247.642987 + Penalty 13470.857268 = -16334776.785720
  nChanged 114
		SP:Iteration 26Q (65558.870000 sec): 3 clusters
  Score: Raw -16348274.384534 + Penalty 13470.857268 = -16334803.527266
  nChanged 107
		SP:Iteration 27Q (65559.230000 sec): 3 clusters
  Score: Raw -16348298.801203 + Penalty 13470.857268 = -16334827.943935
  nChanged 85
		SP:Iteration 28Q (65559.590000 sec): 3 clusters
  Score: Raw -16348319.171320 + Penalty 13470.857268 = -16334848.314053
  nChanged 85
		SP:Iteration 29Q (65559.950000 sec): 3 clusters
  Score: Raw -16348338.819110 + Penalty 13470.857268 = -16334867.961842
  nChanged 75
		SP:Iteration 30Q (65560.300000 sec): 3 clusters
  Score: Raw -16348356.574621 + Penalty 13470.857268 = -16334885.717353
  nChanged 79
		SP:Iteration 31Q (65560.660000 sec): 3 clusters
  Score: Raw -16348372.584675 + Penalty 13470.857268 = -16334901.727407
  nChanged 79
		SP:Iteration 32Q (65561.020000 sec): 3 clusters
  Score: Raw -16348389.461586 + Penalty 13470.857268 = -16334918.604318
  nChanged 77
		SP:Iteration 33Q (65561.370000 sec): 3 clusters
  Score: Raw -16348409.041992 + Penalty 13470.857268 = -16334938.184724
  nChanged 80
		SP:Iteration 34Q (65561.730000 sec): 3 clusters
  Score: Raw -16348428.293516 + Penalty 13470.857268 = -16334957.436248
  nChanged 69
		SP:Iteration 35Q (65562.080000 sec): 3 clusters
  Score: Raw -16348447.569391 + Penalty 13470.857268 = -16334976.712123
  nChanged 64
		SP:Iteration 36Q (65562.440000 sec): 3 clusters
  Score: Raw -16348464.004223 + Penalty 13470.857268 = -16334993.146956
  nChanged 84
		SP:Iteration 37Q (65562.790000 sec): 3 clusters
  Score: Raw -16348480.981205 + Penalty 13470.857268 = -16335010.123937
  nChanged 67
		SP:Iteration 38Q (65563.140000 sec): 3 clusters
  Score: Raw -16348493.322852 + Penalty 13470.857268 = -16335022.465584
  nChanged 63
		SP:Iteration 39Q (65563.490000 sec): 3 clusters
  Score: Raw -16348504.664716 + Penalty 13470.857268 = -16335033.807448
  nChanged 54
		SP:Iteration 40F (65563.940000 sec): 3 clusters
  Score: Raw -16348515.068288 + Penalty 13470.857268 = -16335044.211021
  nChanged 45
		SP:Iteration 41Q (65564.290000 sec): 3 clusters
  Score: Raw -16348522.034396 + Penalty 13470.857268 = -16335051.177129
  nChanged 37
		SP:Iteration 42Q (65564.640000 sec): 3 clusters
  Score: Raw -16348527.563994 + Penalty 13470.857268 = -16335056.706726
  nChanged 26
		SP:Iteration 43Q (65564.990000 sec): 3 clusters
  Score: Raw -16348531.359336 + Penalty 13470.857268 = -16335060.502069
  nChanged 20
		SP:Iteration 44Q (65565.340000 sec): 3 clusters
  Score: Raw -16348534.585658 + Penalty 13470.857268 = -16335063.728390
  nChanged 11
		SP:Iteration 45Q (65565.700000 sec): 3 clusters
  Score: Raw -16348536.042597 + Penalty 13470.857268 = -16335065.185329
  nChanged 11
		SP:Iteration 46Q (65566.050000 sec): 3 clusters
  Score: Raw -16348537.483276 + Penalty 13470.857268 = -16335066.626008
  nChanged 7
		SP:Iteration 47Q (65566.400000 sec): 3 clusters
  Score: Raw -16348538.330432 + Penalty 13470.857268 = -16335067.473165
  nChanged 5
		SP:Iteration 48Q (65566.740000 sec): 3 clusters
  Score: Raw -16348538.897461 + Penalty 13470.857268 = -16335068.040193
  nChanged 1
		SP:Iteration 49Q (65567.100000 sec): 3 clusters
  Score: Raw -16348538.978209 + Penalty 13470.857268 = -16335068.120942
  nChanged 3
		SP:Iteration 50Q (65567.450000 sec): 3 clusters
  Score: Raw -16348539.331134 + Penalty 13470.857268 = -16335068.473866
  nChanged 6
		SP:Iteration 51Q (65567.800000 sec): 3 clusters
  Score: Raw -16348540.019998 + Penalty 13470.857268 = -16335069.162731
  nChanged 4
		SP:Iteration 52Q (65568.150000 sec): 3 clusters
  Score: Raw -16348540.473383 + Penalty 13470.857268 = -16335069.616116
  nChanged 5
		SP:Iteration 53Q (65568.500000 sec): 3 clusters
  Score: Raw -16348541.208997 + Penalty 13470.857268 = -16335070.351729
  nChanged 6
		SP:Iteration 54Q (65568.850000 sec): 3 clusters
  Score: Raw -16348542.362261 + Penalty 13470.857268 = -16335071.504993
  nChanged 9
		SP:Iteration 55Q (65569.200000 sec): 3 clusters
  Score: Raw -16348543.342194 + Penalty 13470.857268 = -16335072.484927
  nChanged 8
		SP:Iteration 56Q (65569.550000 sec): 3 clusters
  Score: Raw -16348544.456141 + Penalty 13470.857268 = -16335073.598873
  nChanged 2
		SP:Iteration 57Q (65569.910000 sec): 3 clusters
  Score: Raw -16348544.693815 + Penalty 13470.857268 = -16335073.836547
  nChanged 3
		SP:Iteration 58Q (65570.250000 sec): 3 clusters
  Score: Raw -16348544.904833 + Penalty 13470.857268 = -16335074.047566
  nChanged 0
		SP:Iteration 59F (65570.710000 sec): 3 clusters
  Score: Raw -16348544.904833 + Penalty 13470.857268 = -16335074.047566
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65570.870000 sec): 2 clusters
  Score: Raw -5919602.262326 + Penalty 6155.551280 = -5913446.711046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65571.040000 sec): 3 clusters
  Score: Raw -5907165.800024 + Penalty 12311.102560 = -5894854.697464
  nChanged 9620
		SP:Iteration 1F (65571.220000 sec): 3 clusters
  Score: Raw -5912527.532356 + Penalty 12311.102560 = -5900216.429796
  nChanged 1637
		SP:Iteration 2F (65571.390000 sec): 3 clusters
  Score: Raw -5913454.499105 + Penalty 12311.102560 = -5901143.396545
  nChanged 1379
		SP:Iteration 3F (65571.560000 sec): 3 clusters
  Score: Raw -5914296.832925 + Penalty 12311.102560 = -5901985.730365
  nChanged 1301
		SP:Iteration 4F (65571.740000 sec): 3 clusters
  Score: Raw -5915211.359706 + Penalty 12311.102560 = -5902900.257147
  nChanged 1246
		SP:Iteration 5F (65571.910000 sec): 3 clusters
  Score: Raw -5916352.756299 + Penalty 12311.102560 = -5904041.653739
  nChanged 1454
		SP:Iteration 6F (65572.090000 sec): 3 clusters
  Score: Raw -5917895.152146 + Penalty 12311.102560 = -5905584.049586
  nChanged 1543
		SP:Iteration 7F (65572.260000 sec): 3 clusters
  Score: Raw -5919463.414230 + Penalty 12311.102560 = -5907152.311670
  nChanged 1487
		SP:Iteration 8F (65572.430000 sec): 3 clusters
  Score: Raw -5920753.644442 + Penalty 12311.102560 = -5908442.541882
  nChanged 1237
		SP:Iteration 9F (65572.610000 sec): 3 clusters
  Score: Raw -5921609.205008 + Penalty 12311.102560 = -5909298.102448
  nChanged 906
		SP:Iteration 10Q (65572.770000 sec): 3 clusters
  Score: Raw -5922095.166122 + Penalty 12311.102560 = -5909784.063562
  nChanged 600
		SP:Iteration 11Q (65572.940000 sec): 3 clusters
  Score: Raw -5922351.618903 + Penalty 12311.102560 = -5910040.516343
  nChanged 411
		SP:Iteration 12Q (65573.110000 sec): 3 clusters
  Score: Raw -5922504.447394 + Penalty 12311.102560 = -5910193.344834
  nChanged 343
		SP:Iteration 13Q (65573.270000 sec): 3 clusters
  Score: Raw -5922615.720215 + Penalty 12311.102560 = -5910304.617656
  nChanged 239
		SP:Iteration 14Q (65573.440000 sec): 3 clusters
  Score: Raw -5922696.939145 + Penalty 12311.102560 = -5910385.836585
  nChanged 213
		SP:Iteration 15Q (65573.610000 sec): 3 clusters
  Score: Raw -5922765.107240 + Penalty 12311.102560 = -5910454.004680
  nChanged 203
		SP:Iteration 16Q (65573.770000 sec): 3 clusters
  Score: Raw -5922823.330681 + Penalty 12311.102560 = -5910512.228121
  nChanged 171
		SP:Iteration 17Q (65573.940000 sec): 3 clusters
  Score: Raw -5922871.090461 + Penalty 12311.102560 = -5910559.987901
  nChanged 155
		SP:Iteration 18Q (65574.100000 sec): 3 clusters
  Score: Raw -5922914.382077 + Penalty 12311.102560 = -5910603.279517
  nChanged 146
		SP:Iteration 19Q (65574.270000 sec): 3 clusters
  Score: Raw -5922956.069838 + Penalty 12311.102560 = -5910644.967278
  nChanged 130
		SP:Iteration 20F (65574.440000 sec): 3 clusters
  Score: Raw -5922990.842435 + Penalty 12311.102560 = -5910679.739875
  nChanged 105
		SP:Iteration 21Q (65574.610000 sec): 3 clusters
  Score: Raw -5923017.791491 + Penalty 12311.102560 = -5910706.688931
  nChanged 104
		SP:Iteration 22Q (65574.770000 sec): 3 clusters
  Score: Raw -5923043.555667 + Penalty 12311.102560 = -5910732.453107
  nChanged 81
		SP:Iteration 23Q (65574.940000 sec): 3 clusters
  Score: Raw -5923063.969208 + Penalty 12311.102560 = -5910752.866648
  nChanged 77
		SP:Iteration 24Q (65575.100000 sec): 3 clusters
  Score: Raw -5923082.892583 + Penalty 12311.102560 = -5910771.790023
  nChanged 78
		SP:Iteration 25Q (65575.270000 sec): 3 clusters
  Score: Raw -5923101.849456 + Penalty 12311.102560 = -5910790.746896
  nChanged 81
		SP:Iteration 26Q (65575.430000 sec): 3 clusters
  Score: Raw -5923122.045085 + Penalty 12311.102560 = -5910810.942525
  nChanged 80
		SP:Iteration 27Q (65575.590000 sec): 3 clusters
  Score: Raw -5923142.605836 + Penalty 12311.102560 = -5910831.503276
  nChanged 90
		SP:Iteration 28Q (65575.760000 sec): 3 clusters
  Score: Raw -5923166.576158 + Penalty 12311.102560 = -5910855.473598
  nChanged 91
		SP:Iteration 29Q (65575.920000 sec): 3 clusters
  Score: Raw -5923186.583928 + Penalty 12311.102560 = -5910875.481368
  nChanged 85
		SP:Iteration 30Q (65576.090000 sec): 3 clusters
  Score: Raw -5923207.863259 + Penalty 12311.102560 = -5910896.760699
  nChanged 87
		SP:Iteration 31Q (65576.250000 sec): 3 clusters
  Score: Raw -5923231.373437 + Penalty 12311.102560 = -5910920.270877
  nChanged 89
		SP:Iteration 32Q (65576.410000 sec): 3 clusters
  Score: Raw -5923255.851331 + Penalty 12311.102560 = -5910944.748771
  nChanged 91
		SP:Iteration 33Q (65576.580000 sec): 3 clusters
  Score: Raw -5923280.231548 + Penalty 12311.102560 = -5910969.128988
  nChanged 89
		SP:Iteration 34Q (65576.740000 sec): 3 clusters
  Score: Raw -5923302.121913 + Penalty 12311.102560 = -5910991.019353
  nChanged 82
		SP:Iteration 35Q (65576.900000 sec): 3 clusters
  Score: Raw -5923321.879457 + Penalty 12311.102560 = -5911010.776897
  nChanged 65
		SP:Iteration 36Q (65577.070000 sec): 3 clusters
  Score: Raw -5923336.802638 + Penalty 12311.102560 = -5911025.700078
  nChanged 58
		SP:Iteration 37Q (65577.230000 sec): 3 clusters
  Score: Raw -5923352.027428 + Penalty 12311.102560 = -5911040.924868
  nChanged 55
		SP:Iteration 38Q (65577.390000 sec): 3 clusters
  Score: Raw -5923365.221283 + Penalty 12311.102560 = -5911054.118723
  nChanged 63
		SP:Iteration 39Q (65577.550000 sec): 3 clusters
  Score: Raw -5923380.688751 + Penalty 12311.102560 = -5911069.586191
  nChanged 59
		SP:Iteration 40F (65577.730000 sec): 3 clusters
  Score: Raw -5923395.328743 + Penalty 12311.102560 = -5911084.226183
  nChanged 54
		SP:Iteration 41Q (65577.890000 sec): 3 clusters
  Score: Raw -5923407.486018 + Penalty 12311.102560 = -5911096.383458
  nChanged 51
		SP:Iteration 42Q (65578.050000 sec): 3 clusters
  Score: Raw -5923419.682756 + Penalty 12311.102560 = -5911108.580196
  nChanged 47
		SP:Iteration 43Q (65578.210000 sec): 3 clusters
  Score: Raw -5923430.881126 + Penalty 12311.102560 = -5911119.778566
  nChanged 42
		SP:Iteration 44Q (65578.380000 sec): 3 clusters
  Score: Raw -5923438.430901 + Penalty 12311.102560 = -5911127.328341
  nChanged 36
		SP:Iteration 45Q (65578.540000 sec): 3 clusters
  Score: Raw -5923445.187360 + Penalty 12311.102560 = -5911134.084800
  nChanged 25
		SP:Iteration 46Q (65578.700000 sec): 3 clusters
  Score: Raw -5923450.807066 + Penalty 12311.102560 = -5911139.704506
  nChanged 39
		SP:Iteration 47Q (65578.870000 sec): 3 clusters
  Score: Raw -5923458.919224 + Penalty 12311.102560 = -5911147.816664
  nChanged 39
		SP:Iteration 48Q (65579.030000 sec): 3 clusters
  Score: Raw -5923466.383500 + Penalty 12311.102560 = -5911155.280940
  nChanged 33
		SP:Iteration 49Q (65579.190000 sec): 3 clusters
  Score: Raw -5923473.128012 + Penalty 12311.102560 = -5911162.025452
  nChanged 28
		SP:Iteration 50Q (65579.350000 sec): 3 clusters
  Score: Raw -5923478.759570 + Penalty 12311.102560 = -5911167.657011
  nChanged 25
		SP:Iteration 51Q (65579.510000 sec): 3 clusters
  Score: Raw -5923483.786807 + Penalty 12311.102560 = -5911172.684247
  nChanged 22
		SP:Iteration 52Q (65579.680000 sec): 3 clusters
  Score: Raw -5923488.226231 + Penalty 12311.102560 = -5911177.123671
  nChanged 17
		SP:Iteration 53Q (65579.840000 sec): 3 clusters
  Score: Raw -5923491.962995 + Penalty 12311.102560 = -5911180.860435
  nChanged 26
		SP:Iteration 54Q (65580.000000 sec): 3 clusters
  Score: Raw -5923497.235958 + Penalty 12311.102560 = -5911186.133398
  nChanged 25
		SP:Iteration 55Q (65580.170000 sec): 3 clusters
  Score: Raw -5923502.019138 + Penalty 12311.102560 = -5911190.916578
  nChanged 16
		SP:Iteration 56Q (65580.330000 sec): 3 clusters
  Score: Raw -5923504.560426 + Penalty 12311.102560 = -5911193.457866
  nChanged 9
		SP:Iteration 57Q (65580.490000 sec): 3 clusters
  Score: Raw -5923506.029574 + Penalty 12311.102560 = -5911194.927014
  nChanged 13
		SP:Iteration 58Q (65580.650000 sec): 3 clusters
  Score: Raw -5923508.042598 + Penalty 12311.102560 = -5911196.940038
  nChanged 10
		SP:Iteration 59Q (65580.820000 sec): 3 clusters
  Score: Raw -5923509.643904 + Penalty 12311.102560 = -5911198.541344
  nChanged 10
		SP:Iteration 60F (65580.990000 sec): 3 clusters
  Score: Raw -5923511.489924 + Penalty 12311.102560 = -5911200.387364
  nChanged 11
		SP:Iteration 61Q (65581.150000 sec): 3 clusters
  Score: Raw -5923513.624034 + Penalty 12311.102560 = -5911202.521474
  nChanged 10
		SP:Iteration 62Q (65581.310000 sec): 3 clusters
  Score: Raw -5923516.065498 + Penalty 12311.102560 = -5911204.962938
  nChanged 9
		SP:Iteration 63Q (65581.480000 sec): 3 clusters
  Score: Raw -5923517.603122 + Penalty 12311.102560 = -5911206.500562
  nChanged 8
		SP:Iteration 64Q (65581.640000 sec): 3 clusters
  Score: Raw -5923519.763512 + Penalty 12311.102560 = -5911208.660952
  nChanged 13
		SP:Iteration 65Q (65581.800000 sec): 3 clusters
  Score: Raw -5923522.264408 + Penalty 12311.102560 = -5911211.161848
  nChanged 12
		SP:Iteration 66Q (65581.960000 sec): 3 clusters
  Score: Raw -5923524.410171 + Penalty 12311.102560 = -5911213.307612
  nChanged 12
		SP:Iteration 67Q (65582.120000 sec): 3 clusters
  Score: Raw -5923526.902372 + Penalty 12311.102560 = -5911215.799813
  nChanged 11
		SP:Iteration 68Q (65582.280000 sec): 3 clusters
  Score: Raw -5923529.080698 + Penalty 12311.102560 = -5911217.978138
  nChanged 9
		SP:Iteration 69Q (65582.440000 sec): 3 clusters
  Score: Raw -5923531.733220 + Penalty 12311.102560 = -5911220.630661
  nChanged 14
		SP:Iteration 70Q (65582.610000 sec): 3 clusters
  Score: Raw -5923534.680498 + Penalty 12311.102560 = -5911223.577938
  nChanged 12
		SP:Iteration 71Q (65582.770000 sec): 3 clusters
  Score: Raw -5923537.395966 + Penalty 12311.102560 = -5911226.293406
  nChanged 18
		SP:Iteration 72Q (65582.930000 sec): 3 clusters
  Score: Raw -5923541.326859 + Penalty 12311.102560 = -5911230.224299
  nChanged 15
		SP:Iteration 73Q (65583.090000 sec): 3 clusters
  Score: Raw -5923543.800982 + Penalty 12311.102560 = -5911232.698423
  nChanged 10
		SP:Iteration 74Q (65583.250000 sec): 3 clusters
  Score: Raw -5923545.766998 + Penalty 12311.102560 = -5911234.664438
  nChanged 9
		SP:Iteration 75Q (65583.420000 sec): 3 clusters
  Score: Raw -5923547.476368 + Penalty 12311.102560 = -5911236.373808
  nChanged 10
		SP:Iteration 76Q (65583.580000 sec): 3 clusters
  Score: Raw -5923549.433471 + Penalty 12311.102560 = -5911238.330911
  nChanged 17
		SP:Iteration 77Q (65583.740000 sec): 3 clusters
  Score: Raw -5923552.992904 + Penalty 12311.102560 = -5911241.890344
  nChanged 17
		SP:Iteration 78Q (65583.900000 sec): 3 clusters
  Score: Raw -5923557.179946 + Penalty 12311.102560 = -5911246.077386
  nChanged 24
		SP:Iteration 79Q (65584.060000 sec): 3 clusters
  Score: Raw -5923561.557062 + Penalty 12311.102560 = -5911250.454502
  nChanged 15
		SP:Iteration 80F (65584.230000 sec): 3 clusters
  Score: Raw -5923564.126508 + Penalty 12311.102560 = -5911253.023948
  nChanged 12
		SP:Iteration 81Q (65584.400000 sec): 3 clusters
  Score: Raw -5923566.088450 + Penalty 12311.102560 = -5911254.985890
  nChanged 9
		SP:Iteration 82Q (65584.560000 sec): 3 clusters
  Score: Raw -5923567.627712 + Penalty 12311.102560 = -5911256.525152
  nChanged 7
		SP:Iteration 83Q (65584.720000 sec): 3 clusters
  Score: Raw -5923569.638866 + Penalty 12311.102560 = -5911258.536306
  nChanged 11
		SP:Iteration 84Q (65584.880000 sec): 3 clusters
  Score: Raw -5923571.899847 + Penalty 12311.102560 = -5911260.797287
  nChanged 13
		SP:Iteration 85Q (65585.040000 sec): 3 clusters
  Score: Raw -5923574.264834 + Penalty 12311.102560 = -5911263.162274
  nChanged 15
		SP:Iteration 86Q (65585.200000 sec): 3 clusters
  Score: Raw -5923577.022774 + Penalty 12311.102560 = -5911265.920214
  nChanged 18
		SP:Iteration 87Q (65585.360000 sec): 3 clusters
  Score: Raw -5923580.814233 + Penalty 12311.102560 = -5911269.711673
  nChanged 14
		SP:Iteration 88Q (65585.520000 sec): 3 clusters
  Score: Raw -5923584.402970 + Penalty 12311.102560 = -5911273.300410
  nChanged 12
		SP:Iteration 89Q (65585.680000 sec): 3 clusters
  Score: Raw -5923586.511485 + Penalty 12311.102560 = -5911275.408925
  nChanged 12
		SP:Iteration 90Q (65585.840000 sec): 3 clusters
  Score: Raw -5923589.291728 + Penalty 12311.102560 = -5911278.189168
  nChanged 11
		SP:Iteration 91Q (65586.000000 sec): 3 clusters
  Score: Raw -5923591.405665 + Penalty 12311.102560 = -5911280.303105
  nChanged 12
		SP:Iteration 92Q (65586.160000 sec): 3 clusters
  Score: Raw -5923594.674029 + Penalty 12311.102560 = -5911283.571469
  nChanged 17
		SP:Iteration 93Q (65586.320000 sec): 3 clusters
  Score: Raw -5923598.021388 + Penalty 12311.102560 = -5911286.918828
  nChanged 15
		SP:Iteration 94Q (65586.480000 sec): 3 clusters
  Score: Raw -5923601.683459 + Penalty 12311.102560 = -5911290.580899
  nChanged 21
		SP:Iteration 95Q (65586.650000 sec): 3 clusters
  Score: Raw -5923605.729934 + Penalty 12311.102560 = -5911294.627374
  nChanged 15
		SP:Iteration 96Q (65586.810000 sec): 3 clusters
  Score: Raw -5923608.129094 + Penalty 12311.102560 = -5911297.026534
  nChanged 17
		SP:Iteration 97Q (65586.970000 sec): 3 clusters
  Score: Raw -5923611.736433 + Penalty 12311.102560 = -5911300.633873
  nChanged 20
		SP:Iteration 98Q (65587.130000 sec): 3 clusters
  Score: Raw -5923616.147270 + Penalty 12311.102560 = -5911305.044710
  nChanged 21
		SP:Iteration 99Q (65587.290000 sec): 3 clusters
  Score: Raw -5923622.209884 + Penalty 12311.102560 = -5911311.107325
  nChanged 25
		SP:Iteration 100F (65587.460000 sec): 3 clusters
  Score: Raw -5923628.316348 + Penalty 12311.102560 = -5911317.213788
  nChanged 25
		SP:Iteration 101Q (65587.620000 sec): 3 clusters
  Score: Raw -5923634.721690 + Penalty 12311.102560 = -5911323.619130
  nChanged 22
		SP:Iteration 102Q (65587.780000 sec): 3 clusters
  Score: Raw -5923639.682459 + Penalty 12311.102560 = -5911328.579899
  nChanged 23
		SP:Iteration 103Q (65587.940000 sec): 3 clusters
  Score: Raw -5923644.503539 + Penalty 12311.102560 = -5911333.400979
  nChanged 23
		SP:Iteration 104Q (65588.100000 sec): 3 clusters
  Score: Raw -5923649.374300 + Penalty 12311.102560 = -5911338.271740
  nChanged 28
		SP:Iteration 105Q (65588.260000 sec): 3 clusters
  Score: Raw -5923655.596770 + Penalty 12311.102560 = -5911344.494210
  nChanged 27
		SP:Iteration 106Q (65588.420000 sec): 3 clusters
  Score: Raw -5923662.088328 + Penalty 12311.102560 = -5911350.985768
  nChanged 26
		SP:Iteration 107Q (65588.580000 sec): 3 clusters
  Score: Raw -5923668.947377 + Penalty 12311.102560 = -5911357.844817
  nChanged 35
		SP:Iteration 108Q (65588.740000 sec): 3 clusters
  Score: Raw -5923676.293786 + Penalty 12311.102560 = -5911365.191226
  nChanged 18
		SP:Iteration 109Q (65588.900000 sec): 3 clusters
  Score: Raw -5923680.634237 + Penalty 12311.102560 = -5911369.531677
  nChanged 20
		SP:Iteration 110Q (65589.060000 sec): 3 clusters
  Score: Raw -5923685.188446 + Penalty 12311.102560 = -5911374.085886
  nChanged 16
		SP:Iteration 111Q (65589.220000 sec): 3 clusters
  Score: Raw -5923688.671447 + Penalty 12311.102560 = -5911377.568887
  nChanged 16
		SP:Iteration 112Q (65589.380000 sec): 3 clusters
  Score: Raw -5923692.280153 + Penalty 12311.102560 = -5911381.177593
  nChanged 16
		SP:Iteration 113Q (65589.540000 sec): 3 clusters
  Score: Raw -5923695.642245 + Penalty 12311.102560 = -5911384.539685
  nChanged 11
		SP:Iteration 114Q (65589.700000 sec): 3 clusters
  Score: Raw -5923698.205622 + Penalty 12311.102560 = -5911387.103062
  nChanged 10
		SP:Iteration 115Q (65589.860000 sec): 3 clusters
  Score: Raw -5923701.112307 + Penalty 12311.102560 = -5911390.009747
  nChanged 13
		SP:Iteration 116Q (65590.020000 sec): 3 clusters
  Score: Raw -5923703.576674 + Penalty 12311.102560 = -5911392.474114
  nChanged 13
		SP:Iteration 117Q (65590.170000 sec): 3 clusters
  Score: Raw -5923705.913129 + Penalty 12311.102560 = -5911394.810569
  nChanged 9
		SP:Iteration 118Q (65590.330000 sec): 3 clusters
  Score: Raw -5923708.319007 + Penalty 12311.102560 = -5911397.216447
  nChanged 17
		SP:Iteration 119Q (65590.490000 sec): 3 clusters
  Score: Raw -5923711.107175 + Penalty 12311.102560 = -5911400.004615
  nChanged 9
		SP:Iteration 120F (65590.660000 sec): 3 clusters
  Score: Raw -5923713.031880 + Penalty 12311.102560 = -5911401.929320
  nChanged 6
		SP:Iteration 121Q (65590.820000 sec): 3 clusters
  Score: Raw -5923714.353544 + Penalty 12311.102560 = -5911403.250984
  nChanged 6
		SP:Iteration 122Q (65590.980000 sec): 3 clusters
  Score: Raw -5923715.111630 + Penalty 12311.102560 = -5911404.009070
  nChanged 1
		SP:Iteration 123Q (65591.140000 sec): 3 clusters
  Score: Raw -5923715.628424 + Penalty 12311.102560 = -5911404.525864
  nChanged 5
		SP:Iteration 124Q (65591.300000 sec): 3 clusters
  Score: Raw -5923716.721417 + Penalty 12311.102560 = -5911405.618857
  nChanged 9
		SP:Iteration 125Q (65591.460000 sec): 3 clusters
  Score: Raw -5923718.756754 + Penalty 12311.102560 = -5911407.654195
  nChanged 4
		SP:Iteration 126Q (65591.620000 sec): 3 clusters
  Score: Raw -5923719.517125 + Penalty 12311.102560 = -5911408.414565
  nChanged 4
		SP:Iteration 127Q (65591.780000 sec): 3 clusters
  Score: Raw -5923720.146539 + Penalty 12311.102560 = -5911409.043979
  nChanged 5
		SP:Iteration 128Q (65591.940000 sec): 3 clusters
  Score: Raw -5923721.085662 + Penalty 12311.102560 = -5911409.983102
  nChanged 2
		SP:Iteration 129Q (65592.100000 sec): 3 clusters
  Score: Raw -5923721.450527 + Penalty 12311.102560 = -5911410.347967
  nChanged 1
		SP:Iteration 130Q (65592.250000 sec): 3 clusters
  Score: Raw -5923721.522519 + Penalty 12311.102560 = -5911410.419959
  nChanged 0
		SP:Iteration 131F (65592.430000 sec): 3 clusters
  Score: Raw -5923721.522519 + Penalty 12311.102560 = -5911410.419959
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (64385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65592.850000 sec): 2 clusters
  Score: Raw -17370188.687915 + Penalty 6781.989529 = -17363406.698386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65593.340000 sec): 3 clusters
  Score: Raw -17331974.623756 + Penalty 13563.979058 = -17318410.644698
  nChanged 28722
		SP:Iteration 1F (65593.830000 sec): 3 clusters
  Score: Raw -17347392.997209 + Penalty 13563.979058 = -17333829.018151
  nChanged 2862
		SP:Iteration 2Q (65594.320000 sec): 3 clusters
  Score: Raw -17348251.335149 + Penalty 13563.979058 = -17334687.356091
  nChanged 2534
		SP:Iteration 3Q (65594.810000 sec): 3 clusters
  Score: Raw -17348942.862079 + Penalty 13563.979058 = -17335378.883021
  nChanged 2158
		SP:Iteration 4Q (65595.300000 sec): 3 clusters
  Score: Raw -17349525.957496 + Penalty 13563.979058 = -17335961.978438
  nChanged 1964
		SP:Iteration 5Q (65595.800000 sec): 3 clusters
  Score: Raw -17349997.003378 + Penalty 13563.979058 = -17336433.024320
  nChanged 1726
		SP:Iteration 6Q (65596.290000 sec): 3 clusters
  Score: Raw -17350425.256115 + Penalty 13563.979058 = -17336861.277057
  nChanged 1698
		SP:Iteration 7Q (65596.780000 sec): 3 clusters
  Score: Raw -17350878.955135 + Penalty 13563.979058 = -17337314.976077
  nChanged 1844
		SP:Iteration 8Q (65597.280000 sec): 3 clusters
  Score: Raw -17351435.810418 + Penalty 13563.979058 = -17337871.831360
  nChanged 2050
		SP:Iteration 9Q (65597.760000 sec): 3 clusters
  Score: Raw -17352136.081376 + Penalty 13563.979058 = -17338572.102318
  nChanged 2247
		SP:Iteration 10Q (65598.260000 sec): 3 clusters
  Score: Raw -17353036.771246 + Penalty 13563.979058 = -17339472.792188
  nChanged 2692
		SP:Iteration 11Q (65598.750000 sec): 3 clusters
  Score: Raw -17354287.937133 + Penalty 13563.979058 = -17340723.958075
  nChanged 3118
		SP:Iteration 12Q (65599.240000 sec): 3 clusters
  Score: Raw -17355987.819654 + Penalty 13563.979058 = -17342423.840596
  nChanged 3493
		SP:Iteration 13F (65599.720000 sec): 3 clusters
  Score: Raw -17358177.595557 + Penalty 13563.979058 = -17344613.616499
  nChanged 3738
		SP:Iteration 14F (65600.210000 sec): 3 clusters
  Score: Raw -17360871.616281 + Penalty 13563.979058 = -17347307.637223
  nChanged 3605
		SP:Iteration 15F (65600.690000 sec): 3 clusters
  Score: Raw -17363750.263857 + Penalty 13563.979058 = -17350186.284799
  nChanged 3111
		SP:Iteration 16Q (65601.160000 sec): 3 clusters
  Score: Raw -17366398.101680 + Penalty 13563.979058 = -17352834.122622
  nChanged 2197
		SP:Iteration 17Q (65601.630000 sec): 3 clusters
  Score: Raw -17368269.986817 + Penalty 13563.979058 = -17354706.007759
  nChanged 1314
		SP:Iteration 18Q (65602.070000 sec): 3 clusters
  Score: Raw -17369388.500824 + Penalty 13563.979058 = -17355824.521766
  nChanged 764
		SP:Iteration 19Q (65602.480000 sec): 3 clusters
  Score: Raw -17370079.128473 + Penalty 13563.979058 = -17356515.149415
  nChanged 397
		SP:Iteration 20F (65602.960000 sec): 3 clusters
  Score: Raw -17370454.501971 + Penalty 13563.979058 = -17356890.522913
  nChanged 193
		SP:Iteration 21Q (65603.340000 sec): 3 clusters
  Score: Raw -17370645.262268 + Penalty 13563.979058 = -17357081.283210
  nChanged 111
		SP:Iteration 22Q (65603.700000 sec): 3 clusters
  Score: Raw -17370757.202646 + Penalty 13563.979058 = -17357193.223588
  nChanged 81
		SP:Iteration 23Q (65604.060000 sec): 3 clusters
  Score: Raw -17370838.555222 + Penalty 13563.979058 = -17357274.576164
  nChanged 56
		SP:Iteration 24Q (65604.410000 sec): 3 clusters
  Score: Raw -17370892.978952 + Penalty 13563.979058 = -17357328.999894
  nChanged 39
		SP:Iteration 25Q (65604.760000 sec): 3 clusters
  Score: Raw -17370926.620788 + Penalty 13563.979058 = -17357362.641730
  nChanged 23
		SP:Iteration 26Q (65605.120000 sec): 3 clusters
  Score: Raw -17370947.626191 + Penalty 13563.979058 = -17357383.647133
  nChanged 17
		SP:Iteration 27Q (65605.460000 sec): 3 clusters
  Score: Raw -17370966.061491 + Penalty 13563.979058 = -17357402.082433
  nChanged 17
		SP:Iteration 28Q (65605.810000 sec): 3 clusters
  Score: Raw -17370982.595499 + Penalty 13563.979058 = -17357418.616441
  nChanged 10
		SP:Iteration 29Q (65606.160000 sec): 3 clusters
  Score: Raw -17370991.115394 + Penalty 13563.979058 = -17357427.136336
  nChanged 9
		SP:Iteration 30Q (65606.500000 sec): 3 clusters
  Score: Raw -17371000.384931 + Penalty 13563.979058 = -17357436.405873
  nChanged 7
		SP:Iteration 31Q (65606.840000 sec): 3 clusters
  Score: Raw -17371006.628073 + Penalty 13563.979058 = -17357442.649015
  nChanged 4
		SP:Iteration 32Q (65607.190000 sec): 3 clusters
  Score: Raw -17371011.097086 + Penalty 13563.979058 = -17357447.118028
  nChanged 4
		SP:Iteration 33Q (65607.530000 sec): 3 clusters
  Score: Raw -17371013.280215 + Penalty 13563.979058 = -17357449.301157
  nChanged 2
		SP:Iteration 34Q (65607.880000 sec): 3 clusters
  Score: Raw -17371015.483256 + Penalty 13563.979058 = -17357451.504198
  nChanged 2
		SP:Iteration 35Q (65608.220000 sec): 3 clusters
  Score: Raw -17371017.570281 + Penalty 13563.979058 = -17357453.591223
  nChanged 1
		SP:Iteration 36Q (65608.560000 sec): 3 clusters
  Score: Raw -17371018.869771 + Penalty 13563.979058 = -17357454.890713
  nChanged 1
		SP:Iteration 37Q (65608.900000 sec): 3 clusters
  Score: Raw -17371019.839233 + Penalty 13563.979058 = -17357455.860175
  nChanged 0
		SP:Iteration 38F (65609.380000 sec): 3 clusters
  Score: Raw -17371019.839233 + Penalty 13563.979058 = -17357455.860175
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (56861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65609.740000 sec): 2 clusters
  Score: Raw -15134066.019675 + Penalty 6705.873545 = -15127360.146130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65610.160000 sec): 3 clusters
  Score: Raw -15100734.780031 + Penalty 13411.747091 = -15087323.032940
  nChanged 25189
		SP:Iteration 1F (65610.590000 sec): 3 clusters
  Score: Raw -15114208.386097 + Penalty 13411.747091 = -15100796.639006
  nChanged 2856
		SP:Iteration 2F (65611.020000 sec): 3 clusters
  Score: Raw -15115148.886332 + Penalty 13411.747091 = -15101737.139241
  nChanged 2396
		SP:Iteration 3Q (65611.450000 sec): 3 clusters
  Score: Raw -15115888.898567 + Penalty 13411.747091 = -15102477.151476
  nChanged 2068
		SP:Iteration 4Q (65611.880000 sec): 3 clusters
  Score: Raw -15116471.757580 + Penalty 13411.747091 = -15103060.010489
  nChanged 1848
		SP:Iteration 5Q (65612.320000 sec): 3 clusters
  Score: Raw -15117010.978041 + Penalty 13411.747091 = -15103599.230951
  nChanged 1808
		SP:Iteration 6Q (65612.750000 sec): 3 clusters
  Score: Raw -15117553.467760 + Penalty 13411.747091 = -15104141.720669
  nChanged 1715
		SP:Iteration 7Q (65613.180000 sec): 3 clusters
  Score: Raw -15118080.688557 + Penalty 13411.747091 = -15104668.941466
  nChanged 1723
		SP:Iteration 8Q (65613.610000 sec): 3 clusters
  Score: Raw -15118627.953584 + Penalty 13411.747091 = -15105216.206493
  nChanged 1667
		SP:Iteration 9Q (65614.050000 sec): 3 clusters
  Score: Raw -15119125.866366 + Penalty 13411.747091 = -15105714.119275
  nChanged 1550
		SP:Iteration 10Q (65614.480000 sec): 3 clusters
  Score: Raw -15119574.272464 + Penalty 13411.747091 = -15106162.525374
  nChanged 1503
		SP:Iteration 11Q (65614.910000 sec): 3 clusters
  Score: Raw -15120016.633743 + Penalty 13411.747091 = -15106604.886652
  nChanged 1465
		SP:Iteration 12Q (65615.340000 sec): 3 clusters
  Score: Raw -15120450.534408 + Penalty 13411.747091 = -15107038.787318
  nChanged 1444
		SP:Iteration 13Q (65615.770000 sec): 3 clusters
  Score: Raw -15120880.859212 + Penalty 13411.747091 = -15107469.112121
  nChanged 1391
		SP:Iteration 14Q (65616.200000 sec): 3 clusters
  Score: Raw -15121295.506098 + Penalty 13411.747091 = -15107883.759007
  nChanged 1406
		SP:Iteration 15Q (65616.630000 sec): 3 clusters
  Score: Raw -15121736.400033 + Penalty 13411.747091 = -15108324.652942
  nChanged 1377
		SP:Iteration 16Q (65617.060000 sec): 3 clusters
  Score: Raw -15122185.736829 + Penalty 13411.747091 = -15108773.989738
  nChanged 1412
		SP:Iteration 17Q (65617.490000 sec): 3 clusters
  Score: Raw -15122678.274064 + Penalty 13411.747091 = -15109266.526973
  nChanged 1483
		SP:Iteration 18Q (65617.920000 sec): 3 clusters
  Score: Raw -15123266.872493 + Penalty 13411.747091 = -15109855.125402
  nChanged 1609
		SP:Iteration 19Q (65618.350000 sec): 3 clusters
  Score: Raw -15123962.116279 + Penalty 13411.747091 = -15110550.369188
  nChanged 1749
		SP:Iteration 20F (65618.780000 sec): 3 clusters
  Score: Raw -15124748.567231 + Penalty 13411.747091 = -15111336.820141
  nChanged 1919
		SP:Iteration 21Q (65619.200000 sec): 3 clusters
  Score: Raw -15125659.269721 + Penalty 13411.747091 = -15112247.522630
  nChanged 1921
		SP:Iteration 22Q (65619.630000 sec): 3 clusters
  Score: Raw -15126606.877052 + Penalty 13411.747091 = -15113195.129961
  nChanged 2051
		SP:Iteration 23Q (65620.040000 sec): 3 clusters
  Score: Raw -15127656.969934 + Penalty 13411.747091 = -15114245.222843
  nChanged 2035
		SP:Iteration 24Q (65620.460000 sec): 3 clusters
  Score: Raw -15128798.187267 + Penalty 13411.747091 = -15115386.440176
  nChanged 1980
		SP:Iteration 25Q (65620.860000 sec): 3 clusters
  Score: Raw -15129960.218124 + Penalty 13411.747091 = -15116548.471033
  nChanged 1853
		SP:Iteration 26Q (65621.260000 sec): 3 clusters
  Score: Raw -15131053.519831 + Penalty 13411.747091 = -15117641.772740
  nChanged 1619
		SP:Iteration 27Q (65621.650000 sec): 3 clusters
  Score: Raw -15132007.688408 + Penalty 13411.747091 = -15118595.941318
  nChanged 1311
		SP:Iteration 28Q (65622.030000 sec): 3 clusters
  Score: Raw -15132769.952502 + Penalty 13411.747091 = -15119358.205411
  nChanged 1001
		SP:Iteration 29Q (65622.400000 sec): 3 clusters
  Score: Raw -15133342.318728 + Penalty 13411.747091 = -15119930.571638
  nChanged 816
		SP:Iteration 30Q (65622.760000 sec): 3 clusters
  Score: Raw -15133796.671213 + Penalty 13411.747091 = -15120384.924122
  nChanged 619
		SP:Iteration 31Q (65623.110000 sec): 3 clusters
  Score: Raw -15134134.446097 + Penalty 13411.747091 = -15120722.699006
  nChanged 477
		SP:Iteration 32Q (65623.450000 sec): 3 clusters
  Score: Raw -15134397.960723 + Penalty 13411.747091 = -15120986.213632
  nChanged 353
		SP:Iteration 33Q (65623.790000 sec): 3 clusters
  Score: Raw -15134576.044625 + Penalty 13411.747091 = -15121164.297534
  nChanged 257
		SP:Iteration 34Q (65624.130000 sec): 3 clusters
  Score: Raw -15134715.613643 + Penalty 13411.747091 = -15121303.866552
  nChanged 221
		SP:Iteration 35Q (65624.460000 sec): 3 clusters
  Score: Raw -15134833.624700 + Penalty 13411.747091 = -15121421.877609
  nChanged 166
		SP:Iteration 36Q (65624.790000 sec): 3 clusters
  Score: Raw -15134920.187376 + Penalty 13411.747091 = -15121508.440285
  nChanged 123
		SP:Iteration 37Q (65625.110000 sec): 3 clusters
  Score: Raw -15134977.116886 + Penalty 13411.747091 = -15121565.369795
  nChanged 84
		SP:Iteration 38Q (65625.440000 sec): 3 clusters
  Score: Raw -15135014.307502 + Penalty 13411.747091 = -15121602.560411
  nChanged 65
		SP:Iteration 39Q (65625.760000 sec): 3 clusters
  Score: Raw -15135046.300805 + Penalty 13411.747091 = -15121634.553714
  nChanged 53
		SP:Iteration 40F (65626.190000 sec): 3 clusters
  Score: Raw -15135069.559269 + Penalty 13411.747091 = -15121657.812178
  nChanged 49
		SP:Iteration 41Q (65626.520000 sec): 3 clusters
  Score: Raw -15135093.175266 + Penalty 13411.747091 = -15121681.428176
  nChanged 43
		SP:Iteration 42Q (65626.840000 sec): 3 clusters
  Score: Raw -15135116.205011 + Penalty 13411.747091 = -15121704.457920
  nChanged 44
		SP:Iteration 43Q (65627.160000 sec): 3 clusters
  Score: Raw -15135136.430519 + Penalty 13411.747091 = -15121724.683428
  nChanged 30
		SP:Iteration 44Q (65627.480000 sec): 3 clusters
  Score: Raw -15135152.195534 + Penalty 13411.747091 = -15121740.448444
  nChanged 33
		SP:Iteration 45Q (65627.790000 sec): 3 clusters
  Score: Raw -15135168.002697 + Penalty 13411.747091 = -15121756.255606
  nChanged 27
		SP:Iteration 46Q (65628.110000 sec): 3 clusters
  Score: Raw -15135182.114449 + Penalty 13411.747091 = -15121770.367358
  nChanged 28
		SP:Iteration 47Q (65628.430000 sec): 3 clusters
  Score: Raw -15135198.065043 + Penalty 13411.747091 = -15121786.317952
  nChanged 26
		SP:Iteration 48Q (65628.750000 sec): 3 clusters
  Score: Raw -15135211.887187 + Penalty 13411.747091 = -15121800.140097
  nChanged 30
		SP:Iteration 49Q (65629.060000 sec): 3 clusters
  Score: Raw -15135226.298471 + Penalty 13411.747091 = -15121814.551380
  nChanged 23
		SP:Iteration 50Q (65629.380000 sec): 3 clusters
  Score: Raw -15135236.373897 + Penalty 13411.747091 = -15121824.626806
  nChanged 20
		SP:Iteration 51Q (65629.690000 sec): 3 clusters
  Score: Raw -15135246.184087 + Penalty 13411.747091 = -15121834.436996
  nChanged 20
		SP:Iteration 52Q (65630.010000 sec): 3 clusters
  Score: Raw -15135256.875874 + Penalty 13411.747091 = -15121845.128783
  nChanged 18
		SP:Iteration 53Q (65630.320000 sec): 3 clusters
  Score: Raw -15135264.886165 + Penalty 13411.747091 = -15121853.139074
  nChanged 10
		SP:Iteration 54Q (65630.640000 sec): 3 clusters
  Score: Raw -15135269.652753 + Penalty 13411.747091 = -15121857.905663
  nChanged 14
		SP:Iteration 55Q (65630.950000 sec): 3 clusters
  Score: Raw -15135275.296869 + Penalty 13411.747091 = -15121863.549778
  nChanged 11
		SP:Iteration 56Q (65631.270000 sec): 3 clusters
  Score: Raw -15135280.397137 + Penalty 13411.747091 = -15121868.650047
  nChanged 13
		SP:Iteration 57Q (65631.580000 sec): 3 clusters
  Score: Raw -15135285.814420 + Penalty 13411.747091 = -15121874.067329
  nChanged 12
		SP:Iteration 58Q (65631.890000 sec): 3 clusters
  Score: Raw -15135291.006102 + Penalty 13411.747091 = -15121879.259012
  nChanged 8
		SP:Iteration 59Q (65632.210000 sec): 3 clusters
  Score: Raw -15135294.217988 + Penalty 13411.747091 = -15121882.470897
  nChanged 8
		SP:Iteration 60F (65632.630000 sec): 3 clusters
  Score: Raw -15135297.396480 + Penalty 13411.747091 = -15121885.649389
  nChanged 6
		SP:Iteration 61Q (65632.950000 sec): 3 clusters
  Score: Raw -15135300.349888 + Penalty 13411.747091 = -15121888.602798
  nChanged 5
		SP:Iteration 62Q (65633.260000 sec): 3 clusters
  Score: Raw -15135302.715894 + Penalty 13411.747091 = -15121890.968803
  nChanged 2
		SP:Iteration 63Q (65633.570000 sec): 3 clusters
  Score: Raw -15135303.578066 + Penalty 13411.747091 = -15121891.830976
  nChanged 0
		SP:Iteration 64F (65634.000000 sec): 3 clusters
  Score: Raw -15135303.578066 + Penalty 13411.747091 = -15121891.830976
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65634.050000 sec): 2 clusters
  Score: Raw -201486.801863 + Penalty 4122.748587 = -197364.053277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65634.050000 sec): 3 clusters
  Score: Raw -201829.814451 + Penalty 8245.497173 = -193584.317278
  nChanged 132
		SP:Iteration 1F (65634.060000 sec): 3 clusters
  Score: Raw -202229.849211 + Penalty 8245.497173 = -193984.352038
  nChanged 36
		SP:Iteration 2Q (65634.070000 sec): 3 clusters
  Score: Raw -202346.011035 + Penalty 8245.497173 = -194100.513862
  nChanged 24
		SP:Iteration 3Q (65634.070000 sec): 3 clusters
  Score: Raw -202442.763357 + Penalty 8245.497173 = -194197.266184
  nChanged 15
		SP:Iteration 4Q (65634.080000 sec): 3 clusters
  Score: Raw -202522.204266 + Penalty 8245.497173 = -194276.707093
  nChanged 14
		SP:Iteration 5Q (65634.080000 sec): 3 clusters
  Score: Raw -202590.413780 + Penalty 8245.497173 = -194344.916607
  nChanged 13
		SP:Iteration 6Q (65634.090000 sec): 3 clusters
  Score: Raw -202666.112731 + Penalty 8245.497173 = -194420.615558
  nChanged 18
		SP:Iteration 7Q (65634.090000 sec): 3 clusters
  Score: Raw -202763.444502 + Penalty 8245.497173 = -194517.947329
  nChanged 13
		SP:Iteration 8Q (65634.100000 sec): 3 clusters
  Score: Raw -202828.634634 + Penalty 8245.497173 = -194583.137461
  nChanged 11
		SP:Iteration 9Q (65634.100000 sec): 3 clusters
  Score: Raw -202899.763090 + Penalty 8245.497173 = -194654.265917
  nChanged 5
		SP:Iteration 10Q (65634.110000 sec): 3 clusters
  Score: Raw -203020.824567 + Penalty 8245.497173 = -194775.327394
  nChanged 12
		SP:Iteration 11Q (65634.110000 sec): 3 clusters
  Score: Raw -203228.838709 + Penalty 8245.497173 = -194983.341536
  nChanged 19
		SP:Iteration 12Q (65634.120000 sec): 3 clusters
  Score: Raw -203351.238527 + Penalty 8245.497173 = -195105.741354
  nChanged 9
		SP:Iteration 13Q (65634.130000 sec): 3 clusters
  Score: Raw -203520.270071 + Penalty 8245.497173 = -195274.772898
  nChanged 17
		SP:Iteration 14Q (65634.130000 sec): 3 clusters
  Score: Raw -203602.398865 + Penalty 8245.497173 = -195356.901692
  nChanged 15
		SP:Iteration 15Q (65634.130000 sec): 3 clusters
  Score: Raw -203701.871174 + Penalty 8245.497173 = -195456.374001
  nChanged 9
		SP:Iteration 16Q (65634.140000 sec): 3 clusters
  Score: Raw -203787.016404 + Penalty 8245.497173 = -195541.519231
  nChanged 19
		SP:Iteration 17Q (65634.150000 sec): 3 clusters
  Score: Raw -203940.408009 + Penalty 8245.497173 = -195694.910836
  nChanged 16
		SP:Iteration 18Q (65634.150000 sec): 3 clusters
  Score: Raw -204045.063408 + Penalty 8245.497173 = -195799.566234
  nChanged 13
		SP:Iteration 19Q (65634.150000 sec): 3 clusters
  Score: Raw -204176.128971 + Penalty 8245.497173 = -195930.631798
  nChanged 13
		SP:Iteration 20F (65634.160000 sec): 3 clusters
  Score: Raw -204322.911130 + Penalty 8245.497173 = -196077.413957
  nChanged 11
		SP:Iteration 21Q (65634.170000 sec): 3 clusters
  Score: Raw -204596.784132 + Penalty 8245.497173 = -196351.286959
  nChanged 19
		SP:Iteration 22Q (65634.170000 sec): 3 clusters
  Score: Raw -204718.093058 + Penalty 8245.497173 = -196472.595885
  nChanged 14
		SP:Iteration 23Q (65634.170000 sec): 3 clusters
  Score: Raw -204815.777388 + Penalty 8245.497173 = -196570.280215
  nChanged 9
		SP:Iteration 24Q (65634.180000 sec): 3 clusters
  Score: Raw -204893.376885 + Penalty 8245.497173 = -196647.879712
  nChanged 3
		SP:Iteration 25Q (65634.190000 sec): 3 clusters
  Score: Raw -204904.109597 + Penalty 8245.497173 = -196658.612424
  nChanged 2
		SP:Iteration 26Q (65634.190000 sec): 3 clusters
  Score: Raw -204918.988027 + Penalty 8245.497173 = -196673.490854
  nChanged 0
		SP:Iteration 27F (65634.200000 sec): 3 clusters
  Score: Raw -204918.988027 + Penalty 8245.497173 = -196673.490854
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65634.210000 sec): 2 clusters
  Score: Raw -449609.744359 + Penalty 4573.064378 = -445036.679981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65634.230000 sec): 3 clusters
  Score: Raw -449385.963494 + Penalty 9146.128756 = -440239.834737
  nChanged 381
		SP:Iteration 1F (65634.240000 sec): 3 clusters
  Score: Raw -449981.076624 + Penalty 9146.128756 = -440834.947867
  nChanged 104
		SP:Iteration 2F (65634.250000 sec): 3 clusters
  Score: Raw -450161.667626 + Penalty 9146.128756 = -441015.538870
  nChanged 45
		SP:Iteration 3Q (65634.270000 sec): 3 clusters
  Score: Raw -450250.092308 + Penalty 9146.128756 = -441103.963552
  nChanged 31
		SP:Iteration 4Q (65634.280000 sec): 3 clusters
  Score: Raw -450308.767699 + Penalty 9146.128756 = -441162.638943
  nChanged 27
		SP:Iteration 5Q (65634.290000 sec): 3 clusters
  Score: Raw -450361.921490 + Penalty 9146.128756 = -441215.792734
  nChanged 15
		SP:Iteration 6Q (65634.300000 sec): 3 clusters
  Score: Raw -450383.626662 + Penalty 9146.128756 = -441237.497905
  nChanged 7
		SP:Iteration 7Q (65634.310000 sec): 3 clusters
  Score: Raw -450393.097622 + Penalty 9146.128756 = -441246.968866
  nChanged 5
		SP:Iteration 8Q (65634.330000 sec): 3 clusters
  Score: Raw -450398.904374 + Penalty 9146.128756 = -441252.775618
  nChanged 1
		SP:Iteration 9Q (65634.340000 sec): 3 clusters
  Score: Raw -450399.806053 + Penalty 9146.128756 = -441253.677297
  nChanged 0
		SP:Iteration 10F (65634.350000 sec): 3 clusters
  Score: Raw -450399.806053 + Penalty 9146.128756 = -441253.677297
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65634.370000 sec): 2 clusters
  Score: Raw -133967.604262 + Penalty 3838.660336 = -130128.943926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65634.370000 sec): 3 clusters
  Score: Raw -134421.720597 + Penalty 7677.320672 = -126744.399925
  nChanged 35
		SP:Iteration 1F (65634.370000 sec): 3 clusters
  Score: Raw -134594.921843 + Penalty 7677.320672 = -126917.601171
  nChanged 15
		SP:Iteration 2Q (65634.380000 sec): 3 clusters
  Score: Raw -134666.681239 + Penalty 7677.320672 = -126989.360567
  nChanged 9
		SP:Iteration 3Q (65634.380000 sec): 3 clusters
  Score: Raw -134724.432240 + Penalty 7677.320672 = -127047.111568
  nChanged 4
		SP:Iteration 4Q (65634.390000 sec): 3 clusters
  Score: Raw -134770.850032 + Penalty 7677.320672 = -127093.529360
  nChanged 1
		SP:Iteration 5Q (65634.390000 sec): 3 clusters
  Score: Raw -134774.584244 + Penalty 7677.320672 = -127097.263572
  nChanged 2
		SP:Iteration 6Q (65634.390000 sec): 3 clusters
  Score: Raw -134782.915605 + Penalty 7677.320672 = -127105.594933
  nChanged 1
		SP:Iteration 7Q (65634.400000 sec): 3 clusters
  Score: Raw -134796.707898 + Penalty 7677.320672 = -127119.387226
  nChanged 1
		SP:Iteration 8Q (65634.400000 sec): 3 clusters
  Score: Raw -134801.799541 + Penalty 7677.320672 = -127124.478869
  nChanged 1
		SP:Iteration 9Q (65634.410000 sec): 3 clusters
  Score: Raw -134811.416076 + Penalty 7677.320672 = -127134.095404
  nChanged 0
		SP:Iteration 10F (65634.410000 sec): 3 clusters
  Score: Raw -134811.416076 + Penalty 7677.320672 = -127134.095404
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65634.530000 sec): 2 clusters
  Score: Raw -4685668.676535 + Penalty 5994.681190 = -4679673.995345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65634.670000 sec): 3 clusters
  Score: Raw -4676598.553146 + Penalty 11989.362380 = -4664609.190766
  nChanged 7028
		SP:Iteration 1F (65634.800000 sec): 3 clusters
  Score: Raw -4680478.234457 + Penalty 11989.362380 = -4668488.872077
  nChanged 1347
		SP:Iteration 2F (65634.940000 sec): 3 clusters
  Score: Raw -4681219.400795 + Penalty 11989.362380 = -4669230.038415
  nChanged 952
		SP:Iteration 3F (65635.070000 sec): 3 clusters
  Score: Raw -4681749.266462 + Penalty 11989.362380 = -4669759.904082
  nChanged 785
		SP:Iteration 4Q (65635.210000 sec): 3 clusters
  Score: Raw -4682185.647974 + Penalty 11989.362380 = -4670196.285594
  nChanged 706
		SP:Iteration 5Q (65635.340000 sec): 3 clusters
  Score: Raw -4682559.873234 + Penalty 11989.362380 = -4670570.510854
  nChanged 659
		SP:Iteration 6Q (65635.470000 sec): 3 clusters
  Score: Raw -4682921.567575 + Penalty 11989.362380 = -4670932.205195
  nChanged 712
		SP:Iteration 7Q (65635.610000 sec): 3 clusters
  Score: Raw -4683335.100330 + Penalty 11989.362380 = -4671345.737950
  nChanged 695
		SP:Iteration 8Q (65635.740000 sec): 3 clusters
  Score: Raw -4683752.152751 + Penalty 11989.362380 = -4671762.790371
  nChanged 676
		SP:Iteration 9Q (65635.880000 sec): 3 clusters
  Score: Raw -4684171.495204 + Penalty 11989.362380 = -4672182.132824
  nChanged 685
		SP:Iteration 10Q (65636.010000 sec): 3 clusters
  Score: Raw -4684620.503022 + Penalty 11989.362380 = -4672631.140642
  nChanged 688
		SP:Iteration 11Q (65636.140000 sec): 3 clusters
  Score: Raw -4685114.833392 + Penalty 11989.362380 = -4673125.471013
  nChanged 708
		SP:Iteration 12Q (65636.270000 sec): 3 clusters
  Score: Raw -4685638.062533 + Penalty 11989.362380 = -4673648.700153
  nChanged 655
		SP:Iteration 13Q (65636.410000 sec): 3 clusters
  Score: Raw -4686122.258237 + Penalty 11989.362380 = -4674132.895857
  nChanged 547
		SP:Iteration 14Q (65636.530000 sec): 3 clusters
  Score: Raw -4686503.954637 + Penalty 11989.362380 = -4674514.592258
  nChanged 475
		SP:Iteration 15Q (65636.670000 sec): 3 clusters
  Score: Raw -4686815.343449 + Penalty 11989.362380 = -4674825.981069
  nChanged 373
		SP:Iteration 16Q (65636.790000 sec): 3 clusters
  Score: Raw -4687007.631677 + Penalty 11989.362380 = -4675018.269298
  nChanged 266
		SP:Iteration 17Q (65636.920000 sec): 3 clusters
  Score: Raw -4687132.541167 + Penalty 11989.362380 = -4675143.178787
  nChanged 194
		SP:Iteration 18Q (65637.050000 sec): 3 clusters
  Score: Raw -4687211.920303 + Penalty 11989.362380 = -4675222.557923
  nChanged 150
		SP:Iteration 19Q (65637.170000 sec): 3 clusters
  Score: Raw -4687264.048852 + Penalty 11989.362380 = -4675274.686473
  nChanged 98
		SP:Iteration 20F (65637.300000 sec): 3 clusters
  Score: Raw -4687291.270937 + Penalty 11989.362380 = -4675301.908557
  nChanged 69
		SP:Iteration 21Q (65637.430000 sec): 3 clusters
  Score: Raw -4687310.956884 + Penalty 11989.362380 = -4675321.594505
  nChanged 52
		SP:Iteration 22Q (65637.550000 sec): 3 clusters
  Score: Raw -4687322.784368 + Penalty 11989.362380 = -4675333.421989
  nChanged 30
		SP:Iteration 23Q (65637.670000 sec): 3 clusters
  Score: Raw -4687329.209659 + Penalty 11989.362380 = -4675339.847279
  nChanged 24
		SP:Iteration 24Q (65637.800000 sec): 3 clusters
  Score: Raw -4687334.247484 + Penalty 11989.362380 = -4675344.885104
  nChanged 14
		SP:Iteration 25Q (65637.920000 sec): 3 clusters
  Score: Raw -4687337.042022 + Penalty 11989.362380 = -4675347.679643
  nChanged 15
		SP:Iteration 26Q (65638.040000 sec): 3 clusters
  Score: Raw -4687340.121163 + Penalty 11989.362380 = -4675350.758783
  nChanged 17
		SP:Iteration 27Q (65638.170000 sec): 3 clusters
  Score: Raw -4687343.704384 + Penalty 11989.362380 = -4675354.342004
  nChanged 13
		SP:Iteration 28Q (65638.290000 sec): 3 clusters
  Score: Raw -4687345.890335 + Penalty 11989.362380 = -4675356.527955
  nChanged 6
		SP:Iteration 29Q (65638.410000 sec): 3 clusters
  Score: Raw -4687346.867354 + Penalty 11989.362380 = -4675357.504974
  nChanged 1
		SP:Iteration 30Q (65638.530000 sec): 3 clusters
  Score: Raw -4687346.993265 + Penalty 11989.362380 = -4675357.630885
  nChanged 3
		SP:Iteration 31Q (65638.660000 sec): 3 clusters
  Score: Raw -4687347.507363 + Penalty 11989.362380 = -4675358.144983
  nChanged 1
		SP:Iteration 32Q (65638.780000 sec): 3 clusters
  Score: Raw -4687347.699392 + Penalty 11989.362380 = -4675358.337012
  nChanged 0
		SP:Iteration 33F (65638.910000 sec): 3 clusters
  Score: Raw -4687347.699392 + Penalty 11989.362380 = -4675358.337012
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65638.950000 sec): 2 clusters
  Score: Raw -985145.406094 + Penalty 5078.265143 = -980067.140951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65638.980000 sec): 3 clusters
  Score: Raw -983894.475728 + Penalty 10156.530286 = -973737.945443
  nChanged 1208
		SP:Iteration 1F (65639.010000 sec): 3 clusters
  Score: Raw -984899.918427 + Penalty 10156.530286 = -974743.388142
  nChanged 306
		SP:Iteration 2F (65639.040000 sec): 3 clusters
  Score: Raw -985248.249586 + Penalty 10156.530286 = -975091.719300
  nChanged 196
		SP:Iteration 3Q (65639.070000 sec): 3 clusters
  Score: Raw -985462.032516 + Penalty 10156.530286 = -975305.502231
  nChanged 147
		SP:Iteration 4Q (65639.100000 sec): 3 clusters
  Score: Raw -985646.050708 + Penalty 10156.530286 = -975489.520422
  nChanged 127
		SP:Iteration 5Q (65639.130000 sec): 3 clusters
  Score: Raw -985789.286029 + Penalty 10156.530286 = -975632.755743
  nChanged 108
		SP:Iteration 6Q (65639.160000 sec): 3 clusters
  Score: Raw -985918.555546 + Penalty 10156.530286 = -975762.025261
  nChanged 118
		SP:Iteration 7Q (65639.190000 sec): 3 clusters
  Score: Raw -986069.664067 + Penalty 10156.530286 = -975913.133782
  nChanged 108
		SP:Iteration 8Q (65639.210000 sec): 3 clusters
  Score: Raw -986178.844346 + Penalty 10156.530286 = -976022.314060
  nChanged 79
		SP:Iteration 9Q (65639.240000 sec): 3 clusters
  Score: Raw -986287.063903 + Penalty 10156.530286 = -976130.533618
  nChanged 99
		SP:Iteration 10Q (65639.270000 sec): 3 clusters
  Score: Raw -986409.197393 + Penalty 10156.530286 = -976252.667108
  nChanged 93
		SP:Iteration 11Q (65639.300000 sec): 3 clusters
  Score: Raw -986537.490935 + Penalty 10156.530286 = -976380.960649
  nChanged 69
		SP:Iteration 12Q (65639.330000 sec): 3 clusters
  Score: Raw -986633.282359 + Penalty 10156.530286 = -976476.752073
  nChanged 86
		SP:Iteration 13Q (65639.350000 sec): 3 clusters
  Score: Raw -986777.073132 + Penalty 10156.530286 = -976620.542846
  nChanged 84
		SP:Iteration 14Q (65639.380000 sec): 3 clusters
  Score: Raw -986938.495923 + Penalty 10156.530286 = -976781.965637
  nChanged 91
		SP:Iteration 15Q (65639.410000 sec): 3 clusters
  Score: Raw -987184.841787 + Penalty 10156.530286 = -977028.311501
  nChanged 94
		SP:Iteration 16Q (65639.430000 sec): 3 clusters
  Score: Raw -987431.657411 + Penalty 10156.530286 = -977275.127125
  nChanged 99
		SP:Iteration 17Q (65639.460000 sec): 3 clusters
  Score: Raw -987569.758167 + Penalty 10156.530286 = -977413.227881
  nChanged 88
		SP:Iteration 18Q (65639.490000 sec): 3 clusters
  Score: Raw -987665.478358 + Penalty 10156.530286 = -977508.948072
  nChanged 75
		SP:Iteration 19Q (65639.510000 sec): 3 clusters
  Score: Raw -987758.450601 + Penalty 10156.530286 = -977601.920315
  nChanged 70
		SP:Iteration 20F (65639.540000 sec): 3 clusters
  Score: Raw -987846.787129 + Penalty 10156.530286 = -977690.256843
  nChanged 61
		SP:Iteration 21Q (65639.570000 sec): 3 clusters
  Score: Raw -987916.544443 + Penalty 10156.530286 = -977760.014157
  nChanged 52
		SP:Iteration 22Q (65639.590000 sec): 3 clusters
  Score: Raw -987983.263784 + Penalty 10156.530286 = -977826.733499
  nChanged 33
		SP:Iteration 23Q (65639.620000 sec): 3 clusters
  Score: Raw -988023.670340 + Penalty 10156.530286 = -977867.140055
  nChanged 32
		SP:Iteration 24Q (65639.650000 sec): 3 clusters
  Score: Raw -988068.502315 + Penalty 10156.530286 = -977911.972029
  nChanged 23
		SP:Iteration 25Q (65639.670000 sec): 3 clusters
  Score: Raw -988099.848642 + Penalty 10156.530286 = -977943.318356
  nChanged 16
		SP:Iteration 26Q (65639.700000 sec): 3 clusters
  Score: Raw -988116.714381 + Penalty 10156.530286 = -977960.184096
  nChanged 9
		SP:Iteration 27Q (65639.720000 sec): 3 clusters
  Score: Raw -988124.190338 + Penalty 10156.530286 = -977967.660053
  nChanged 7
		SP:Iteration 28Q (65639.750000 sec): 3 clusters
  Score: Raw -988128.652973 + Penalty 10156.530286 = -977972.122687
  nChanged 3
		SP:Iteration 29Q (65639.770000 sec): 3 clusters
  Score: Raw -988130.539681 + Penalty 10156.530286 = -977974.009395
  nChanged 3
		SP:Iteration 30Q (65639.800000 sec): 3 clusters
  Score: Raw -988133.766621 + Penalty 10156.530286 = -977977.236335
  nChanged 6
		SP:Iteration 31Q (65639.820000 sec): 3 clusters
  Score: Raw -988141.435374 + Penalty 10156.530286 = -977984.905088
  nChanged 10
		SP:Iteration 32Q (65639.850000 sec): 3 clusters
  Score: Raw -988149.999549 + Penalty 10156.530286 = -977993.469264
  nChanged 5
		SP:Iteration 33Q (65639.870000 sec): 3 clusters
  Score: Raw -988154.641387 + Penalty 10156.530286 = -977998.111101
  nChanged 6
		SP:Iteration 34Q (65639.900000 sec): 3 clusters
  Score: Raw -988159.907712 + Penalty 10156.530286 = -978003.377426
  nChanged 3
		SP:Iteration 35Q (65639.920000 sec): 3 clusters
  Score: Raw -988161.906760 + Penalty 10156.530286 = -978005.376475
  nChanged 2
		SP:Iteration 36Q (65639.950000 sec): 3 clusters
  Score: Raw -988163.027076 + Penalty 10156.530286 = -978006.496790
  nChanged 0
		SP:Iteration 37F (65639.980000 sec): 3 clusters
  Score: Raw -988163.027076 + Penalty 10156.530286 = -978006.496790
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65639.990000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65640.010000 sec): 3 clusters
  Score: Raw -382032.668151 + Penalty 8912.086091 = -373120.582059
  nChanged 275
		SP:Iteration 1F (65640.020000 sec): 3 clusters
  Score: Raw -382544.298612 + Penalty 8912.086091 = -373632.212521
  nChanged 74
		SP:Iteration 2F (65640.030000 sec): 3 clusters
  Score: Raw -382727.438431 + Penalty 8912.086091 = -373815.352340
  nChanged 36
		SP:Iteration 3Q (65640.040000 sec): 3 clusters
  Score: Raw -382819.717882 + Penalty 8912.086091 = -373907.631790
  nChanged 26
		SP:Iteration 4Q (65640.050000 sec): 3 clusters
  Score: Raw -382883.911516 + Penalty 8912.086091 = -373971.825424
  nChanged 28
		SP:Iteration 5Q (65640.060000 sec): 3 clusters
  Score: Raw -382952.539994 + Penalty 8912.086091 = -374040.453902
  nChanged 27
		SP:Iteration 6Q (65640.070000 sec): 3 clusters
  Score: Raw -383017.161168 + Penalty 8912.086091 = -374105.075076
  nChanged 19
		SP:Iteration 7Q (65640.080000 sec): 3 clusters
  Score: Raw -383054.157377 + Penalty 8912.086091 = -374142.071286
  nChanged 10
		SP:Iteration 8Q (65640.090000 sec): 3 clusters
  Score: Raw -383074.428138 + Penalty 8912.086091 = -374162.342046
  nChanged 9
		SP:Iteration 9Q (65640.100000 sec): 3 clusters
  Score: Raw -383088.884459 + Penalty 8912.086091 = -374176.798367
  nChanged 7
		SP:Iteration 10Q (65640.110000 sec): 3 clusters
  Score: Raw -383099.533083 + Penalty 8912.086091 = -374187.446991
  nChanged 10
		SP:Iteration 11Q (65640.120000 sec): 3 clusters
  Score: Raw -383115.746325 + Penalty 8912.086091 = -374203.660233
  nChanged 8
		SP:Iteration 12Q (65640.130000 sec): 3 clusters
  Score: Raw -383130.957213 + Penalty 8912.086091 = -374218.871122
  nChanged 5
		SP:Iteration 13Q (65640.140000 sec): 3 clusters
  Score: Raw -383138.087352 + Penalty 8912.086091 = -374226.001260
  nChanged 4
		SP:Iteration 14Q (65640.150000 sec): 3 clusters
  Score: Raw -383144.892094 + Penalty 8912.086091 = -374232.806002
  nChanged 3
		SP:Iteration 15Q (65640.160000 sec): 3 clusters
  Score: Raw -383149.276099 + Penalty 8912.086091 = -374237.190007
  nChanged 2
		SP:Iteration 16Q (65640.170000 sec): 3 clusters
  Score: Raw -383151.263662 + Penalty 8912.086091 = -374239.177571
  nChanged 1
		SP:Iteration 17Q (65640.180000 sec): 3 clusters
  Score: Raw -383152.589555 + Penalty 8912.086091 = -374240.503463
  nChanged 1
		SP:Iteration 18Q (65640.190000 sec): 3 clusters
  Score: Raw -383153.046419 + Penalty 8912.086091 = -374240.960328
  nChanged 1
		SP:Iteration 19Q (65640.200000 sec): 3 clusters
  Score: Raw -383153.561831 + Penalty 8912.086091 = -374241.475739
  nChanged 0
		SP:Iteration 20F (65640.210000 sec): 3 clusters
  Score: Raw -383153.561831 + Penalty 8912.086091 = -374241.475739
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65640.230000 sec): 2 clusters
  Score: Raw -332912.415532 + Penalty 4386.968467 = -328525.447065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65640.240000 sec): 3 clusters
  Score: Raw -332881.625335 + Penalty 8773.936934 = -324107.688401
  nChanged 235
		SP:Iteration 1F (65640.250000 sec): 3 clusters
  Score: Raw -333310.034037 + Penalty 8773.936934 = -324536.097103
  nChanged 50
		SP:Iteration 2Q (65640.250000 sec): 3 clusters
  Score: Raw -333415.430348 + Penalty 8773.936934 = -324641.493414
  nChanged 28
		SP:Iteration 3Q (65640.270000 sec): 3 clusters
  Score: Raw -333477.611563 + Penalty 8773.936934 = -324703.674629
  nChanged 17
		SP:Iteration 4Q (65640.270000 sec): 3 clusters
  Score: Raw -333517.799232 + Penalty 8773.936934 = -324743.862298
  nChanged 13
		SP:Iteration 5Q (65640.290000 sec): 3 clusters
  Score: Raw -333542.227710 + Penalty 8773.936934 = -324768.290776
  nChanged 8
		SP:Iteration 6Q (65640.290000 sec): 3 clusters
  Score: Raw -333557.967861 + Penalty 8773.936934 = -324784.030926
  nChanged 5
		SP:Iteration 7Q (65640.300000 sec): 3 clusters
  Score: Raw -333570.656141 + Penalty 8773.936934 = -324796.719206
  nChanged 3
		SP:Iteration 8Q (65640.310000 sec): 3 clusters
  Score: Raw -333576.104293 + Penalty 8773.936934 = -324802.167358
  nChanged 1
		SP:Iteration 9Q (65640.320000 sec): 3 clusters
  Score: Raw -333577.153474 + Penalty 8773.936934 = -324803.216540
  nChanged 0
		SP:Iteration 10F (65640.330000 sec): 3 clusters
  Score: Raw -333577.153474 + Penalty 8773.936934 = -324803.216540
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65640.420000 sec): 2 clusters
  Score: Raw -3502388.917510 + Penalty 5823.466532 = -3496565.450978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65640.530000 sec): 3 clusters
  Score: Raw -3495766.258594 + Penalty 11646.933065 = -3484119.325530
  nChanged 5193
		SP:Iteration 1F (65640.630000 sec): 3 clusters
  Score: Raw -3498627.220119 + Penalty 11646.933065 = -3486980.287054
  nChanged 1004
		SP:Iteration 2F (65640.730000 sec): 3 clusters
  Score: Raw -3499173.289186 + Penalty 11646.933065 = -3487526.356121
  nChanged 681
		SP:Iteration 3F (65640.830000 sec): 3 clusters
  Score: Raw -3499520.051816 + Penalty 11646.933065 = -3487873.118751
  nChanged 519
		SP:Iteration 4Q (65640.930000 sec): 3 clusters
  Score: Raw -3499753.686590 + Penalty 11646.933065 = -3488106.753526
  nChanged 359
		SP:Iteration 5Q (65641.030000 sec): 3 clusters
  Score: Raw -3499908.461916 + Penalty 11646.933065 = -3488261.528851
  nChanged 278
		SP:Iteration 6Q (65641.130000 sec): 3 clusters
  Score: Raw -3500027.766567 + Penalty 11646.933065 = -3488380.833503
  nChanged 242
		SP:Iteration 7Q (65641.230000 sec): 3 clusters
  Score: Raw -3500115.439052 + Penalty 11646.933065 = -3488468.505987
  nChanged 197
		SP:Iteration 8Q (65641.330000 sec): 3 clusters
  Score: Raw -3500181.391976 + Penalty 11646.933065 = -3488534.458911
  nChanged 167
		SP:Iteration 9Q (65641.430000 sec): 3 clusters
  Score: Raw -3500238.247356 + Penalty 11646.933065 = -3488591.314291
  nChanged 156
		SP:Iteration 10Q (65641.540000 sec): 3 clusters
  Score: Raw -3500292.319849 + Penalty 11646.933065 = -3488645.386785
  nChanged 123
		SP:Iteration 11Q (65641.640000 sec): 3 clusters
  Score: Raw -3500336.509050 + Penalty 11646.933065 = -3488689.575985
  nChanged 133
		SP:Iteration 12Q (65641.740000 sec): 3 clusters
  Score: Raw -3500384.316955 + Penalty 11646.933065 = -3488737.383891
  nChanged 125
		SP:Iteration 13Q (65641.840000 sec): 3 clusters
  Score: Raw -3500424.609891 + Penalty 11646.933065 = -3488777.676826
  nChanged 107
		SP:Iteration 14Q (65641.940000 sec): 3 clusters
  Score: Raw -3500455.476432 + Penalty 11646.933065 = -3488808.543367
  nChanged 83
		SP:Iteration 15Q (65642.040000 sec): 3 clusters
  Score: Raw -3500479.851390 + Penalty 11646.933065 = -3488832.918325
  nChanged 83
		SP:Iteration 16Q (65642.140000 sec): 3 clusters
  Score: Raw -3500502.518056 + Penalty 11646.933065 = -3488855.584992
  nChanged 78
		SP:Iteration 17Q (65642.240000 sec): 3 clusters
  Score: Raw -3500527.659542 + Penalty 11646.933065 = -3488880.726477
  nChanged 86
		SP:Iteration 18Q (65642.350000 sec): 3 clusters
  Score: Raw -3500557.019117 + Penalty 11646.933065 = -3488910.086052
  nChanged 92
		SP:Iteration 19Q (65642.450000 sec): 3 clusters
  Score: Raw -3500584.299557 + Penalty 11646.933065 = -3488937.366492
  nChanged 74
		SP:Iteration 20F (65642.550000 sec): 3 clusters
  Score: Raw -3500607.306122 + Penalty 11646.933065 = -3488960.373057
  nChanged 72
		SP:Iteration 21Q (65642.650000 sec): 3 clusters
  Score: Raw -3500632.313859 + Penalty 11646.933065 = -3488985.380794
  nChanged 76
		SP:Iteration 22Q (65642.750000 sec): 3 clusters
  Score: Raw -3500654.244276 + Penalty 11646.933065 = -3489007.311212
  nChanged 59
		SP:Iteration 23Q (65642.850000 sec): 3 clusters
  Score: Raw -3500671.618458 + Penalty 11646.933065 = -3489024.685393
  nChanged 51
		SP:Iteration 24Q (65642.950000 sec): 3 clusters
  Score: Raw -3500687.188371 + Penalty 11646.933065 = -3489040.255306
  nChanged 53
		SP:Iteration 25Q (65643.050000 sec): 3 clusters
  Score: Raw -3500702.904060 + Penalty 11646.933065 = -3489055.970996
  nChanged 55
		SP:Iteration 26Q (65643.150000 sec): 3 clusters
  Score: Raw -3500716.913909 + Penalty 11646.933065 = -3489069.980844
  nChanged 49
		SP:Iteration 27Q (65643.250000 sec): 3 clusters
  Score: Raw -3500731.897805 + Penalty 11646.933065 = -3489084.964741
  nChanged 44
		SP:Iteration 28Q (65643.350000 sec): 3 clusters
  Score: Raw -3500745.497546 + Penalty 11646.933065 = -3489098.564482
  nChanged 42
		SP:Iteration 29Q (65643.450000 sec): 3 clusters
  Score: Raw -3500757.916068 + Penalty 11646.933065 = -3489110.983003
  nChanged 52
		SP:Iteration 30Q (65643.550000 sec): 3 clusters
  Score: Raw -3500771.340816 + Penalty 11646.933065 = -3489124.407751
  nChanged 46
		SP:Iteration 31Q (65643.650000 sec): 3 clusters
  Score: Raw -3500784.923404 + Penalty 11646.933065 = -3489137.990339
  nChanged 42
		SP:Iteration 32Q (65643.750000 sec): 3 clusters
  Score: Raw -3500795.632859 + Penalty 11646.933065 = -3489148.699794
  nChanged 37
		SP:Iteration 33Q (65643.850000 sec): 3 clusters
  Score: Raw -3500805.044017 + Penalty 11646.933065 = -3489158.110952
  nChanged 31
		SP:Iteration 34Q (65643.950000 sec): 3 clusters
  Score: Raw -3500814.066406 + Penalty 11646.933065 = -3489167.133342
  nChanged 32
		SP:Iteration 35Q (65644.050000 sec): 3 clusters
  Score: Raw -3500821.761731 + Penalty 11646.933065 = -3489174.828666
  nChanged 28
		SP:Iteration 36Q (65644.150000 sec): 3 clusters
  Score: Raw -3500829.049361 + Penalty 11646.933065 = -3489182.116296
  nChanged 18
		SP:Iteration 37Q (65644.260000 sec): 3 clusters
  Score: Raw -3500834.606440 + Penalty 11646.933065 = -3489187.673375
  nChanged 22
		SP:Iteration 38Q (65644.360000 sec): 3 clusters
  Score: Raw -3500840.073648 + Penalty 11646.933065 = -3489193.140583
  nChanged 23
		SP:Iteration 39Q (65644.460000 sec): 3 clusters
  Score: Raw -3500846.115571 + Penalty 11646.933065 = -3489199.182506
  nChanged 24
		SP:Iteration 40F (65644.560000 sec): 3 clusters
  Score: Raw -3500852.700532 + Penalty 11646.933065 = -3489205.767468
  nChanged 25
		SP:Iteration 41Q (65644.660000 sec): 3 clusters
  Score: Raw -3500858.363762 + Penalty 11646.933065 = -3489211.430697
  nChanged 12
		SP:Iteration 42Q (65644.760000 sec): 3 clusters
  Score: Raw -3500861.262129 + Penalty 11646.933065 = -3489214.329064
  nChanged 13
		SP:Iteration 43Q (65644.860000 sec): 3 clusters
  Score: Raw -3500865.137910 + Penalty 11646.933065 = -3489218.204846
  nChanged 18
		SP:Iteration 44Q (65644.960000 sec): 3 clusters
  Score: Raw -3500871.652606 + Penalty 11646.933065 = -3489224.719541
  nChanged 25
		SP:Iteration 45Q (65645.060000 sec): 3 clusters
  Score: Raw -3500879.114841 + Penalty 11646.933065 = -3489232.181777
  nChanged 31
		SP:Iteration 46Q (65645.160000 sec): 3 clusters
  Score: Raw -3500886.605976 + Penalty 11646.933065 = -3489239.672911
  nChanged 27
		SP:Iteration 47Q (65645.260000 sec): 3 clusters
  Score: Raw -3500892.542110 + Penalty 11646.933065 = -3489245.609045
  nChanged 21
		SP:Iteration 48Q (65645.360000 sec): 3 clusters
  Score: Raw -3500898.036845 + Penalty 11646.933065 = -3489251.103780
  nChanged 27
		SP:Iteration 49Q (65645.460000 sec): 3 clusters
  Score: Raw -3500907.630986 + Penalty 11646.933065 = -3489260.697922
  nChanged 37
		SP:Iteration 50Q (65645.560000 sec): 3 clusters
  Score: Raw -3500916.255876 + Penalty 11646.933065 = -3489269.322812
  nChanged 20
		SP:Iteration 51Q (65645.660000 sec): 3 clusters
  Score: Raw -3500920.796118 + Penalty 11646.933065 = -3489273.863053
  nChanged 21
		SP:Iteration 52Q (65645.760000 sec): 3 clusters
  Score: Raw -3500926.749191 + Penalty 11646.933065 = -3489279.816126
  nChanged 30
		SP:Iteration 53Q (65645.860000 sec): 3 clusters
  Score: Raw -3500934.427771 + Penalty 11646.933065 = -3489287.494706
  nChanged 20
		SP:Iteration 54Q (65645.960000 sec): 3 clusters
  Score: Raw -3500939.199050 + Penalty 11646.933065 = -3489292.265985
  nChanged 27
		SP:Iteration 55Q (65646.060000 sec): 3 clusters
  Score: Raw -3500946.352682 + Penalty 11646.933065 = -3489299.419617
  nChanged 25
		SP:Iteration 56Q (65646.160000 sec): 3 clusters
  Score: Raw -3500952.937163 + Penalty 11646.933065 = -3489306.004098
  nChanged 34
		SP:Iteration 57Q (65646.260000 sec): 3 clusters
  Score: Raw -3500963.346058 + Penalty 11646.933065 = -3489316.412993
  nChanged 36
		SP:Iteration 58Q (65646.360000 sec): 3 clusters
  Score: Raw -3500972.579875 + Penalty 11646.933065 = -3489325.646810
  nChanged 27
		SP:Iteration 59Q (65646.460000 sec): 3 clusters
  Score: Raw -3500978.786419 + Penalty 11646.933065 = -3489331.853354
  nChanged 25
		SP:Iteration 60F (65646.560000 sec): 3 clusters
  Score: Raw -3500984.338849 + Penalty 11646.933065 = -3489337.405784
  nChanged 19
		SP:Iteration 61Q (65646.670000 sec): 3 clusters
  Score: Raw -3500988.831497 + Penalty 11646.933065 = -3489341.898432
  nChanged 19
		SP:Iteration 62Q (65646.770000 sec): 3 clusters
  Score: Raw -3500993.028562 + Penalty 11646.933065 = -3489346.095497
  nChanged 11
		SP:Iteration 63Q (65646.870000 sec): 3 clusters
  Score: Raw -3500995.199220 + Penalty 11646.933065 = -3489348.266156
  nChanged 15
		SP:Iteration 64Q (65646.970000 sec): 3 clusters
  Score: Raw -3500999.172040 + Penalty 11646.933065 = -3489352.238975
  nChanged 14
		SP:Iteration 65Q (65647.060000 sec): 3 clusters
  Score: Raw -3501002.820557 + Penalty 11646.933065 = -3489355.887493
  nChanged 15
		SP:Iteration 66Q (65647.160000 sec): 3 clusters
  Score: Raw -3501007.113650 + Penalty 11646.933065 = -3489360.180585
  nChanged 16
		SP:Iteration 67Q (65647.260000 sec): 3 clusters
  Score: Raw -3501011.692724 + Penalty 11646.933065 = -3489364.759660
  nChanged 18
		SP:Iteration 68Q (65647.360000 sec): 3 clusters
  Score: Raw -3501017.147605 + Penalty 11646.933065 = -3489370.214540
  nChanged 26
		SP:Iteration 69Q (65647.460000 sec): 3 clusters
  Score: Raw -3501023.744018 + Penalty 11646.933065 = -3489376.810953
  nChanged 18
		SP:Iteration 70Q (65647.560000 sec): 3 clusters
  Score: Raw -3501028.908415 + Penalty 11646.933065 = -3489381.975350
  nChanged 20
		SP:Iteration 71Q (65647.660000 sec): 3 clusters
  Score: Raw -3501034.261550 + Penalty 11646.933065 = -3489387.328485
  nChanged 19
		SP:Iteration 72Q (65647.760000 sec): 3 clusters
  Score: Raw -3501039.984108 + Penalty 11646.933065 = -3489393.051043
  nChanged 21
		SP:Iteration 73Q (65647.860000 sec): 3 clusters
  Score: Raw -3501046.223732 + Penalty 11646.933065 = -3489399.290667
  nChanged 30
		SP:Iteration 74Q (65647.960000 sec): 3 clusters
  Score: Raw -3501054.920644 + Penalty 11646.933065 = -3489407.987579
  nChanged 31
		SP:Iteration 75Q (65648.060000 sec): 3 clusters
  Score: Raw -3501063.995093 + Penalty 11646.933065 = -3489417.062029
  nChanged 30
		SP:Iteration 76Q (65648.160000 sec): 3 clusters
  Score: Raw -3501072.509178 + Penalty 11646.933065 = -3489425.576113
  nChanged 34
		SP:Iteration 77Q (65648.260000 sec): 3 clusters
  Score: Raw -3501080.040919 + Penalty 11646.933065 = -3489433.107855
  nChanged 26
		SP:Iteration 78Q (65648.360000 sec): 3 clusters
  Score: Raw -3501086.152464 + Penalty 11646.933065 = -3489439.219399
  nChanged 22
		SP:Iteration 79Q (65648.460000 sec): 3 clusters
  Score: Raw -3501092.924337 + Penalty 11646.933065 = -3489445.991272
  nChanged 27
		SP:Iteration 80F (65648.560000 sec): 3 clusters
  Score: Raw -3501101.734820 + Penalty 11646.933065 = -3489454.801755
  nChanged 40
		SP:Iteration 81Q (65648.660000 sec): 3 clusters
  Score: Raw -3501113.221906 + Penalty 11646.933065 = -3489466.288841
  nChanged 53
		SP:Iteration 82Q (65648.760000 sec): 3 clusters
  Score: Raw -3501129.927275 + Penalty 11646.933065 = -3489482.994210
  nChanged 75
		SP:Iteration 83Q (65648.860000 sec): 3 clusters
  Score: Raw -3501154.259479 + Penalty 11646.933065 = -3489507.326415
  nChanged 67
		SP:Iteration 84Q (65648.960000 sec): 3 clusters
  Score: Raw -3501176.780509 + Penalty 11646.933065 = -3489529.847444
  nChanged 77
		SP:Iteration 85Q (65649.060000 sec): 3 clusters
  Score: Raw -3501201.405434 + Penalty 11646.933065 = -3489554.472369
  nChanged 83
		SP:Iteration 86Q (65649.160000 sec): 3 clusters
  Score: Raw -3501231.241922 + Penalty 11646.933065 = -3489584.308857
  nChanged 89
		SP:Iteration 87Q (65649.260000 sec): 3 clusters
  Score: Raw -3501261.285598 + Penalty 11646.933065 = -3489614.352533
  nChanged 102
		SP:Iteration 88Q (65649.360000 sec): 3 clusters
  Score: Raw -3501295.258281 + Penalty 11646.933065 = -3489648.325216
  nChanged 93
		SP:Iteration 89Q (65649.460000 sec): 3 clusters
  Score: Raw -3501329.165649 + Penalty 11646.933065 = -3489682.232584
  nChanged 116
		SP:Iteration 90Q (65649.560000 sec): 3 clusters
  Score: Raw -3501377.808284 + Penalty 11646.933065 = -3489730.875220
  nChanged 142
		SP:Iteration 91Q (65649.660000 sec): 3 clusters
  Score: Raw -3501436.148790 + Penalty 11646.933065 = -3489789.215725
  nChanged 161
		SP:Iteration 92Q (65649.760000 sec): 3 clusters
  Score: Raw -3501517.263550 + Penalty 11646.933065 = -3489870.330485
  nChanged 197
		SP:Iteration 93Q (65649.850000 sec): 3 clusters
  Score: Raw -3501614.082805 + Penalty 11646.933065 = -3489967.149740
  nChanged 180
		SP:Iteration 94Q (65649.950000 sec): 3 clusters
  Score: Raw -3501701.402873 + Penalty 11646.933065 = -3490054.469808
  nChanged 194
		SP:Iteration 95Q (65650.050000 sec): 3 clusters
  Score: Raw -3501807.775293 + Penalty 11646.933065 = -3490160.842228
  nChanged 207
		SP:Iteration 96Q (65650.140000 sec): 3 clusters
  Score: Raw -3501920.447211 + Penalty 11646.933065 = -3490273.514146
  nChanged 186
		SP:Iteration 97Q (65650.240000 sec): 3 clusters
  Score: Raw -3502033.618182 + Penalty 11646.933065 = -3490386.685117
  nChanged 207
		SP:Iteration 98Q (65650.340000 sec): 3 clusters
  Score: Raw -3502180.694132 + Penalty 11646.933065 = -3490533.761068
  nChanged 245
		SP:Iteration 99Q (65650.440000 sec): 3 clusters
  Score: Raw -3502364.460721 + Penalty 11646.933065 = -3490717.527657
  nChanged 259
		SP:Iteration 100F (65650.540000 sec): 3 clusters
  Score: Raw -3502559.092117 + Penalty 11646.933065 = -3490912.159052
  nChanged 232
		SP:Iteration 101Q (65650.630000 sec): 3 clusters
  Score: Raw -3502766.709665 + Penalty 11646.933065 = -3491119.776600
  nChanged 250
		SP:Iteration 102Q (65650.720000 sec): 3 clusters
  Score: Raw -3502986.807602 + Penalty 11646.933065 = -3491339.874538
  nChanged 234
		SP:Iteration 103Q (65650.810000 sec): 3 clusters
  Score: Raw -3503168.909267 + Penalty 11646.933065 = -3491521.976203
  nChanged 186
		SP:Iteration 104Q (65650.900000 sec): 3 clusters
  Score: Raw -3503316.531180 + Penalty 11646.933065 = -3491669.598115
  nChanged 151
		SP:Iteration 105Q (65650.990000 sec): 3 clusters
  Score: Raw -3503444.401653 + Penalty 11646.933065 = -3491797.468589
  nChanged 131
		SP:Iteration 106Q (65651.080000 sec): 3 clusters
  Score: Raw -3503556.652637 + Penalty 11646.933065 = -3491909.719572
  nChanged 115
		SP:Iteration 107Q (65651.170000 sec): 3 clusters
  Score: Raw -3503662.255283 + Penalty 11646.933065 = -3492015.322219
  nChanged 102
		SP:Iteration 108Q (65651.250000 sec): 3 clusters
  Score: Raw -3503744.901680 + Penalty 11646.933065 = -3492097.968615
  nChanged 77
		SP:Iteration 109Q (65651.340000 sec): 3 clusters
  Score: Raw -3503805.062435 + Penalty 11646.933065 = -3492158.129370
  nChanged 52
		SP:Iteration 110Q (65651.420000 sec): 3 clusters
  Score: Raw -3503847.849776 + Penalty 11646.933065 = -3492200.916712
  nChanged 32
		SP:Iteration 111Q (65651.510000 sec): 3 clusters
  Score: Raw -3503872.127402 + Penalty 11646.933065 = -3492225.194337
  nChanged 24
		SP:Iteration 112Q (65651.590000 sec): 3 clusters
  Score: Raw -3503890.003348 + Penalty 11646.933065 = -3492243.070284
  nChanged 30
		SP:Iteration 113Q (65651.680000 sec): 3 clusters
  Score: Raw -3503910.625794 + Penalty 11646.933065 = -3492263.692730
  nChanged 29
		SP:Iteration 114Q (65651.760000 sec): 3 clusters
  Score: Raw -3503934.580354 + Penalty 11646.933065 = -3492287.647289
  nChanged 26
		SP:Iteration 115Q (65651.840000 sec): 3 clusters
  Score: Raw -3503952.817874 + Penalty 11646.933065 = -3492305.884809
  nChanged 18
		SP:Iteration 116Q (65651.920000 sec): 3 clusters
  Score: Raw -3503963.297714 + Penalty 11646.933065 = -3492316.364649
  nChanged 6
		SP:Iteration 117Q (65652.010000 sec): 3 clusters
  Score: Raw -3503967.537890 + Penalty 11646.933065 = -3492320.604825
  nChanged 4
		SP:Iteration 118Q (65652.090000 sec): 3 clusters
  Score: Raw -3503969.993080 + Penalty 11646.933065 = -3492323.060015
  nChanged 2
		SP:Iteration 119Q (65652.170000 sec): 3 clusters
  Score: Raw -3503971.204874 + Penalty 11646.933065 = -3492324.271809
  nChanged 4
		SP:Iteration 120F (65652.270000 sec): 3 clusters
  Score: Raw -3503977.245073 + Penalty 11646.933065 = -3492330.312008
  nChanged 8
		SP:Iteration 121Q (65652.360000 sec): 3 clusters
  Score: Raw -3503985.922578 + Penalty 11646.933065 = -3492338.989514
  nChanged 5
		SP:Iteration 122Q (65652.440000 sec): 3 clusters
  Score: Raw -3503988.032338 + Penalty 11646.933065 = -3492341.099274
  nChanged 3
		SP:Iteration 123Q (65652.520000 sec): 3 clusters
  Score: Raw -3503989.366572 + Penalty 11646.933065 = -3492342.433508
  nChanged 2
		SP:Iteration 124Q (65652.610000 sec): 3 clusters
  Score: Raw -3503990.767274 + Penalty 11646.933065 = -3492343.834210
  nChanged 2
		SP:Iteration 125Q (65652.690000 sec): 3 clusters
  Score: Raw -3503991.326702 + Penalty 11646.933065 = -3492344.393637
  nChanged 1
		SP:Iteration 126Q (65652.770000 sec): 3 clusters
  Score: Raw -3503992.394931 + Penalty 11646.933065 = -3492345.461866
  nChanged 1
		SP:Iteration 127Q (65652.860000 sec): 3 clusters
  Score: Raw -3503992.607678 + Penalty 11646.933065 = -3492345.674613
  nChanged 1
		SP:Iteration 128Q (65652.940000 sec): 3 clusters
  Score: Raw -3503993.150019 + Penalty 11646.933065 = -3492346.216954
  nChanged 0
		SP:Iteration 129F (65653.040000 sec): 3 clusters
  Score: Raw -3503993.150019 + Penalty 11646.933065 = -3492346.216954
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (16569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65653.150000 sec): 2 clusters
  Score: Raw -4416770.963308 + Penalty 5950.614365 = -4410820.348943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65653.270000 sec): 3 clusters
  Score: Raw -4408245.832350 + Penalty 11901.228729 = -4396344.603621
  nChanged 6694
		SP:Iteration 1F (65653.400000 sec): 3 clusters
  Score: Raw -4411782.143425 + Penalty 11901.228729 = -4399880.914696
  nChanged 1152
		SP:Iteration 2F (65653.520000 sec): 3 clusters
  Score: Raw -4412384.601595 + Penalty 11901.228729 = -4400483.372866
  nChanged 837
		SP:Iteration 3F (65653.640000 sec): 3 clusters
  Score: Raw -4412775.439005 + Penalty 11901.228729 = -4400874.210275
  nChanged 630
		SP:Iteration 4Q (65653.770000 sec): 3 clusters
  Score: Raw -4413054.952753 + Penalty 11901.228729 = -4401153.724024
  nChanged 548
		SP:Iteration 5Q (65653.890000 sec): 3 clusters
  Score: Raw -4413319.057682 + Penalty 11901.228729 = -4401417.828952
  nChanged 509
		SP:Iteration 6Q (65654.020000 sec): 3 clusters
  Score: Raw -4413577.113963 + Penalty 11901.228729 = -4401675.885234
  nChanged 497
		SP:Iteration 7Q (65654.140000 sec): 3 clusters
  Score: Raw -4413840.469832 + Penalty 11901.228729 = -4401939.241103
  nChanged 531
		SP:Iteration 8Q (65654.260000 sec): 3 clusters
  Score: Raw -4414117.685269 + Penalty 11901.228729 = -4402216.456540
  nChanged 512
		SP:Iteration 9Q (65654.390000 sec): 3 clusters
  Score: Raw -4414392.973927 + Penalty 11901.228729 = -4402491.745198
  nChanged 534
		SP:Iteration 10Q (65654.510000 sec): 3 clusters
  Score: Raw -4414662.211270 + Penalty 11901.228729 = -4402760.982541
  nChanged 492
		SP:Iteration 11Q (65654.640000 sec): 3 clusters
  Score: Raw -4414918.855896 + Penalty 11901.228729 = -4403017.627167
  nChanged 479
		SP:Iteration 12Q (65654.760000 sec): 3 clusters
  Score: Raw -4415162.612549 + Penalty 11901.228729 = -4403261.383820
  nChanged 479
		SP:Iteration 13Q (65654.880000 sec): 3 clusters
  Score: Raw -4415414.035344 + Penalty 11901.228729 = -4403512.806615
  nChanged 457
		SP:Iteration 14Q (65655.010000 sec): 3 clusters
  Score: Raw -4415640.857067 + Penalty 11901.228729 = -4403739.628338
  nChanged 453
		SP:Iteration 15Q (65655.130000 sec): 3 clusters
  Score: Raw -4415883.862584 + Penalty 11901.228729 = -4403982.633854
  nChanged 446
		SP:Iteration 16Q (65655.250000 sec): 3 clusters
  Score: Raw -4416129.990441 + Penalty 11901.228729 = -4404228.761711
  nChanged 408
		SP:Iteration 17Q (65655.380000 sec): 3 clusters
  Score: Raw -4416352.208554 + Penalty 11901.228729 = -4404450.979824
  nChanged 370
		SP:Iteration 18Q (65655.500000 sec): 3 clusters
  Score: Raw -4416558.237694 + Penalty 11901.228729 = -4404657.008965
  nChanged 353
		SP:Iteration 19Q (65655.620000 sec): 3 clusters
  Score: Raw -4416764.554000 + Penalty 11901.228729 = -4404863.325271
  nChanged 323
		SP:Iteration 20F (65655.740000 sec): 3 clusters
  Score: Raw -4416972.868709 + Penalty 11901.228729 = -4405071.639980
  nChanged 328
		SP:Iteration 21Q (65655.860000 sec): 3 clusters
  Score: Raw -4417212.761947 + Penalty 11901.228729 = -4405311.533218
  nChanged 324
		SP:Iteration 22Q (65655.980000 sec): 3 clusters
  Score: Raw -4417458.919464 + Penalty 11901.228729 = -4405557.690734
  nChanged 304
		SP:Iteration 23Q (65656.100000 sec): 3 clusters
  Score: Raw -4417721.295908 + Penalty 11901.228729 = -4405820.067179
  nChanged 278
		SP:Iteration 24Q (65656.220000 sec): 3 clusters
  Score: Raw -4417986.589484 + Penalty 11901.228729 = -4406085.360755
  nChanged 254
		SP:Iteration 25Q (65656.340000 sec): 3 clusters
  Score: Raw -4418212.931775 + Penalty 11901.228729 = -4406311.703046
  nChanged 201
		SP:Iteration 26Q (65656.450000 sec): 3 clusters
  Score: Raw -4418398.869756 + Penalty 11901.228729 = -4406497.641027
  nChanged 182
		SP:Iteration 27Q (65656.550000 sec): 3 clusters
  Score: Raw -4418553.076570 + Penalty 11901.228729 = -4406651.847840
  nChanged 135
		SP:Iteration 28Q (65656.660000 sec): 3 clusters
  Score: Raw -4418654.614462 + Penalty 11901.228729 = -4406753.385733
  nChanged 95
		SP:Iteration 29Q (65656.760000 sec): 3 clusters
  Score: Raw -4418712.043876 + Penalty 11901.228729 = -4406810.815147
  nChanged 62
		SP:Iteration 30Q (65656.860000 sec): 3 clusters
  Score: Raw -4418742.808544 + Penalty 11901.228729 = -4406841.579815
  nChanged 37
		SP:Iteration 31Q (65656.960000 sec): 3 clusters
  Score: Raw -4418759.697898 + Penalty 11901.228729 = -4406858.469169
  nChanged 32
		SP:Iteration 32Q (65657.060000 sec): 3 clusters
  Score: Raw -4418772.350514 + Penalty 11901.228729 = -4406871.121784
  nChanged 21
		SP:Iteration 33Q (65657.150000 sec): 3 clusters
  Score: Raw -4418780.726795 + Penalty 11901.228729 = -4406879.498066
  nChanged 9
		SP:Iteration 34Q (65657.250000 sec): 3 clusters
  Score: Raw -4418784.806442 + Penalty 11901.228729 = -4406883.577713
  nChanged 4
		SP:Iteration 35Q (65657.350000 sec): 3 clusters
  Score: Raw -4418785.763402 + Penalty 11901.228729 = -4406884.534673
  nChanged 2
		SP:Iteration 36Q (65657.450000 sec): 3 clusters
  Score: Raw -4418786.429351 + Penalty 11901.228729 = -4406885.200622
  nChanged 0
		SP:Iteration 37F (65657.570000 sec): 3 clusters
  Score: Raw -4418786.429351 + Penalty 11901.228729 = -4406885.200622
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65658.140000 sec): 2 clusters
  Score: Raw -23530741.108566 + Penalty 6975.168958 = -23523765.939608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65658.810000 sec): 3 clusters
  Score: Raw -23477259.438828 + Penalty 13950.337917 = -23463309.100911
  nChanged 40136
		SP:Iteration 1F (65659.480000 sec): 3 clusters
  Score: Raw -23499262.547965 + Penalty 13950.337917 = -23485312.210048
  nChanged 3779
		SP:Iteration 2Q (65660.160000 sec): 3 clusters
  Score: Raw -23500406.399253 + Penalty 13950.337917 = -23486456.061336
  nChanged 3438
		SP:Iteration 3Q (65660.840000 sec): 3 clusters
  Score: Raw -23501368.425115 + Penalty 13950.337917 = -23487418.087198
  nChanged 3009
		SP:Iteration 4Q (65661.510000 sec): 3 clusters
  Score: Raw -23502219.418589 + Penalty 13950.337917 = -23488269.080672
  nChanged 2950
		SP:Iteration 5Q (65662.190000 sec): 3 clusters
  Score: Raw -23503071.732021 + Penalty 13950.337917 = -23489121.394105
  nChanged 2968
		SP:Iteration 6Q (65662.870000 sec): 3 clusters
  Score: Raw -23504043.183376 + Penalty 13950.337917 = -23490092.845460
  nChanged 3183
		SP:Iteration 7Q (65663.540000 sec): 3 clusters
  Score: Raw -23505209.789263 + Penalty 13950.337917 = -23491259.451347
  nChanged 3614
		SP:Iteration 8Q (65664.220000 sec): 3 clusters
  Score: Raw -23506811.741489 + Penalty 13950.337917 = -23492861.403572
  nChanged 4275
		SP:Iteration 9Q (65664.890000 sec): 3 clusters
  Score: Raw -23509084.191198 + Penalty 13950.337917 = -23495133.853281
  nChanged 4939
		SP:Iteration 10F (65665.560000 sec): 3 clusters
  Score: Raw -23512102.188810 + Penalty 13950.337917 = -23498151.850893
  nChanged 5489
		SP:Iteration 11F (65666.230000 sec): 3 clusters
  Score: Raw -23516021.378605 + Penalty 13950.337917 = -23502071.040688
  nChanged 5662
		SP:Iteration 12F (65666.890000 sec): 3 clusters
  Score: Raw -23520502.577872 + Penalty 13950.337917 = -23506552.239955
  nChanged 4937
		SP:Iteration 13F (65667.560000 sec): 3 clusters
  Score: Raw -23524614.068894 + Penalty 13950.337917 = -23510663.730977
  nChanged 3631
		SP:Iteration 14Q (65668.190000 sec): 3 clusters
  Score: Raw -23527608.667823 + Penalty 13950.337917 = -23513658.329906
  nChanged 2300
		SP:Iteration 15Q (65668.800000 sec): 3 clusters
  Score: Raw -23529477.245759 + Penalty 13950.337917 = -23515526.907842
  nChanged 1312
		SP:Iteration 16Q (65669.380000 sec): 3 clusters
  Score: Raw -23530474.913771 + Penalty 13950.337917 = -23516524.575854
  nChanged 704
		SP:Iteration 17Q (65669.930000 sec): 3 clusters
  Score: Raw -23531029.877287 + Penalty 13950.337917 = -23517079.539370
  nChanged 426
		SP:Iteration 18Q (65670.450000 sec): 3 clusters
  Score: Raw -23531368.093852 + Penalty 13950.337917 = -23517417.755935
  nChanged 260
		SP:Iteration 19Q (65670.960000 sec): 3 clusters
  Score: Raw -23531579.841063 + Penalty 13950.337917 = -23517629.503146
  nChanged 148
		SP:Iteration 20F (65671.620000 sec): 3 clusters
  Score: Raw -23531686.793094 + Penalty 13950.337917 = -23517736.455177
  nChanged 105
		SP:Iteration 21Q (65672.110000 sec): 3 clusters
  Score: Raw -23531773.342505 + Penalty 13950.337917 = -23517823.004588
  nChanged 78
		SP:Iteration 22Q (65672.590000 sec): 3 clusters
  Score: Raw -23531830.541920 + Penalty 13950.337917 = -23517880.204003
  nChanged 50
		SP:Iteration 23Q (65673.070000 sec): 3 clusters
  Score: Raw -23531869.224670 + Penalty 13950.337917 = -23517918.886753
  nChanged 39
		SP:Iteration 24Q (65673.550000 sec): 3 clusters
  Score: Raw -23531897.260959 + Penalty 13950.337917 = -23517946.923042
  nChanged 27
		SP:Iteration 25Q (65674.030000 sec): 3 clusters
  Score: Raw -23531914.263178 + Penalty 13950.337917 = -23517963.925261
  nChanged 19
		SP:Iteration 26Q (65674.500000 sec): 3 clusters
  Score: Raw -23531923.488404 + Penalty 13950.337917 = -23517973.150487
  nChanged 11
		SP:Iteration 27Q (65674.980000 sec): 3 clusters
  Score: Raw -23531931.339686 + Penalty 13950.337917 = -23517981.001769
  nChanged 15
		SP:Iteration 28Q (65675.450000 sec): 3 clusters
  Score: Raw -23531942.238078 + Penalty 13950.337917 = -23517991.900161
  nChanged 18
		SP:Iteration 29Q (65675.920000 sec): 3 clusters
  Score: Raw -23531952.600034 + Penalty 13950.337917 = -23518002.262117
  nChanged 13
		SP:Iteration 30Q (65676.400000 sec): 3 clusters
  Score: Raw -23531960.898309 + Penalty 13950.337917 = -23518010.560392
  nChanged 7
		SP:Iteration 31Q (65676.870000 sec): 3 clusters
  Score: Raw -23531963.860941 + Penalty 13950.337917 = -23518013.523024
  nChanged 7
		SP:Iteration 32Q (65677.340000 sec): 3 clusters
  Score: Raw -23531967.695334 + Penalty 13950.337917 = -23518017.357417
  nChanged 7
		SP:Iteration 33Q (65677.810000 sec): 3 clusters
  Score: Raw -23531973.041122 + Penalty 13950.337917 = -23518022.703205
  nChanged 6
		SP:Iteration 34Q (65678.290000 sec): 3 clusters
  Score: Raw -23531977.667469 + Penalty 13950.337917 = -23518027.329552
  nChanged 10
		SP:Iteration 35Q (65678.760000 sec): 3 clusters
  Score: Raw -23531983.329759 + Penalty 13950.337917 = -23518032.991842
  nChanged 9
		SP:Iteration 36Q (65679.230000 sec): 3 clusters
  Score: Raw -23531988.648927 + Penalty 13950.337917 = -23518038.311010
  nChanged 6
		SP:Iteration 37Q (65679.700000 sec): 3 clusters
  Score: Raw -23531992.417816 + Penalty 13950.337917 = -23518042.079899
  nChanged 6
		SP:Iteration 38Q (65680.170000 sec): 3 clusters
  Score: Raw -23531997.243513 + Penalty 13950.337917 = -23518046.905596
  nChanged 6
		SP:Iteration 39Q (65680.640000 sec): 3 clusters
  Score: Raw -23532000.793726 + Penalty 13950.337917 = -23518050.455809
  nChanged 7
		SP:Iteration 40F (65681.300000 sec): 3 clusters
  Score: Raw -23532004.886909 + Penalty 13950.337917 = -23518054.548992
  nChanged 3
		SP:Iteration 41Q (65681.770000 sec): 3 clusters
  Score: Raw -23532006.383468 + Penalty 13950.337917 = -23518056.045551
  nChanged 3
		SP:Iteration 42Q (65682.240000 sec): 3 clusters
  Score: Raw -23532008.399909 + Penalty 13950.337917 = -23518058.061993
  nChanged 3
		SP:Iteration 43Q (65682.710000 sec): 3 clusters
  Score: Raw -23532009.977107 + Penalty 13950.337917 = -23518059.639190
  nChanged 2
		SP:Iteration 44Q (65683.190000 sec): 3 clusters
  Score: Raw -23532011.958692 + Penalty 13950.337917 = -23518061.620775
  nChanged 4
		SP:Iteration 45Q (65683.660000 sec): 3 clusters
  Score: Raw -23532014.321442 + Penalty 13950.337917 = -23518063.983525
  nChanged 4
		SP:Iteration 46Q (65684.130000 sec): 3 clusters
  Score: Raw -23532016.724869 + Penalty 13950.337917 = -23518066.386952
  nChanged 3
		SP:Iteration 47Q (65684.600000 sec): 3 clusters
  Score: Raw -23532018.230541 + Penalty 13950.337917 = -23518067.892624
  nChanged 1
		SP:Iteration 48Q (65685.070000 sec): 3 clusters
  Score: Raw -23532018.794967 + Penalty 13950.337917 = -23518068.457050
  nChanged 0
		SP:Iteration 49F (65685.730000 sec): 3 clusters
  Score: Raw -23532018.794967 + Penalty 13950.337917 = -23518068.457050
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (18376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65685.890000 sec): 2 clusters
  Score: Raw -4690222.073635 + Penalty 6014.015456 = -4684208.058179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65686.030000 sec): 3 clusters
  Score: Raw -4680738.376912 + Penalty 12028.030912 = -4668710.346000
  nChanged 7375
		SP:Iteration 1F (65686.170000 sec): 3 clusters
  Score: Raw -4685063.568737 + Penalty 12028.030912 = -4673035.537825
  nChanged 1532
		SP:Iteration 2F (65686.300000 sec): 3 clusters
  Score: Raw -4686473.463625 + Penalty 12028.030912 = -4674445.432713
  nChanged 1367
		SP:Iteration 3F (65686.440000 sec): 3 clusters
  Score: Raw -4687832.986555 + Penalty 12028.030912 = -4675804.955643
  nChanged 1360
		SP:Iteration 4F (65686.580000 sec): 3 clusters
  Score: Raw -4689143.959952 + Penalty 12028.030912 = -4677115.929041
  nChanged 1243
		SP:Iteration 5F (65686.710000 sec): 3 clusters
  Score: Raw -4690337.925020 + Penalty 12028.030912 = -4678309.894109
  nChanged 1144
		SP:Iteration 6F (65686.850000 sec): 3 clusters
  Score: Raw -4691424.947958 + Penalty 12028.030912 = -4679396.917046
  nChanged 990
		SP:Iteration 7F (65686.990000 sec): 3 clusters
  Score: Raw -4692306.061542 + Penalty 12028.030912 = -4680278.030630
  nChanged 856
		SP:Iteration 8Q (65687.120000 sec): 3 clusters
  Score: Raw -4693001.291666 + Penalty 12028.030912 = -4680973.260754
  nChanged 719
		SP:Iteration 9Q (65687.250000 sec): 3 clusters
  Score: Raw -4693513.766712 + Penalty 12028.030912 = -4681485.735800
  nChanged 581
		SP:Iteration 10Q (65687.380000 sec): 3 clusters
  Score: Raw -4693891.480963 + Penalty 12028.030912 = -4681863.450052
  nChanged 455
		SP:Iteration 11Q (65687.510000 sec): 3 clusters
  Score: Raw -4694162.171726 + Penalty 12028.030912 = -4682134.140815
  nChanged 347
		SP:Iteration 12Q (65687.630000 sec): 3 clusters
  Score: Raw -4694339.083720 + Penalty 12028.030912 = -4682311.052808
  nChanged 252
		SP:Iteration 13Q (65687.760000 sec): 3 clusters
  Score: Raw -4694450.606202 + Penalty 12028.030912 = -4682422.575290
  nChanged 207
		SP:Iteration 14Q (65687.880000 sec): 3 clusters
  Score: Raw -4694531.548279 + Penalty 12028.030912 = -4682503.517367
  nChanged 148
		SP:Iteration 15Q (65688.010000 sec): 3 clusters
  Score: Raw -4694587.085171 + Penalty 12028.030912 = -4682559.054259
  nChanged 124
		SP:Iteration 16Q (65688.130000 sec): 3 clusters
  Score: Raw -4694629.424630 + Penalty 12028.030912 = -4682601.393718
  nChanged 97
		SP:Iteration 17Q (65688.260000 sec): 3 clusters
  Score: Raw -4694662.619989 + Penalty 12028.030912 = -4682634.589077
  nChanged 88
		SP:Iteration 18Q (65688.380000 sec): 3 clusters
  Score: Raw -4694691.570164 + Penalty 12028.030912 = -4682663.539252
  nChanged 67
		SP:Iteration 19Q (65688.510000 sec): 3 clusters
  Score: Raw -4694710.101527 + Penalty 12028.030912 = -4682682.070615
  nChanged 54
		SP:Iteration 20F (65688.640000 sec): 3 clusters
  Score: Raw -4694722.715154 + Penalty 12028.030912 = -4682694.684243
  nChanged 36
		SP:Iteration 21Q (65688.770000 sec): 3 clusters
  Score: Raw -4694730.938338 + Penalty 12028.030912 = -4682702.907426
  nChanged 31
		SP:Iteration 22Q (65688.890000 sec): 3 clusters
  Score: Raw -4694737.196046 + Penalty 12028.030912 = -4682709.165134
  nChanged 17
		SP:Iteration 23Q (65689.020000 sec): 3 clusters
  Score: Raw -4694740.821205 + Penalty 12028.030912 = -4682712.790294
  nChanged 11
		SP:Iteration 24Q (65689.140000 sec): 3 clusters
  Score: Raw -4694744.058563 + Penalty 12028.030912 = -4682716.027651
  nChanged 13
		SP:Iteration 25Q (65689.270000 sec): 3 clusters
  Score: Raw -4694746.624507 + Penalty 12028.030912 = -4682718.593595
  nChanged 9
		SP:Iteration 26Q (65689.390000 sec): 3 clusters
  Score: Raw -4694748.336614 + Penalty 12028.030912 = -4682720.305702
  nChanged 3
		SP:Iteration 27Q (65689.510000 sec): 3 clusters
  Score: Raw -4694748.986432 + Penalty 12028.030912 = -4682720.955520
  nChanged 5
		SP:Iteration 28Q (65689.640000 sec): 3 clusters
  Score: Raw -4694749.805118 + Penalty 12028.030912 = -4682721.774207
  nChanged 3
		SP:Iteration 29Q (65689.760000 sec): 3 clusters
  Score: Raw -4694750.228124 + Penalty 12028.030912 = -4682722.197212
  nChanged 3
		SP:Iteration 30Q (65689.890000 sec): 3 clusters
  Score: Raw -4694750.886313 + Penalty 12028.030912 = -4682722.855401
  nChanged 2
		SP:Iteration 31Q (65690.010000 sec): 3 clusters
  Score: Raw -4694751.287968 + Penalty 12028.030912 = -4682723.257057
  nChanged 4
		SP:Iteration 32Q (65690.130000 sec): 3 clusters
  Score: Raw -4694752.211676 + Penalty 12028.030912 = -4682724.180764
  nChanged 7
		SP:Iteration 33Q (65690.260000 sec): 3 clusters
  Score: Raw -4694753.355887 + Penalty 12028.030912 = -4682725.324975
  nChanged 5
		SP:Iteration 34Q (65690.380000 sec): 3 clusters
  Score: Raw -4694754.307965 + Penalty 12028.030912 = -4682726.277054
  nChanged 5
		SP:Iteration 35Q (65690.510000 sec): 3 clusters
  Score: Raw -4694755.122983 + Penalty 12028.030912 = -4682727.092072
  nChanged 5
		SP:Iteration 36Q (65690.630000 sec): 3 clusters
  Score: Raw -4694756.044399 + Penalty 12028.030912 = -4682728.013487
  nChanged 3
		SP:Iteration 37Q (65690.750000 sec): 3 clusters
  Score: Raw -4694756.448057 + Penalty 12028.030912 = -4682728.417146
  nChanged 4
		SP:Iteration 38Q (65690.880000 sec): 3 clusters
  Score: Raw -4694757.247360 + Penalty 12028.030912 = -4682729.216449
  nChanged 4
		SP:Iteration 39Q (65691.000000 sec): 3 clusters
  Score: Raw -4694758.268951 + Penalty 12028.030912 = -4682730.238040
  nChanged 1
		SP:Iteration 40F (65691.140000 sec): 3 clusters
  Score: Raw -4694758.668480 + Penalty 12028.030912 = -4682730.637568
  nChanged 1
		SP:Iteration 41Q (65691.260000 sec): 3 clusters
  Score: Raw -4694758.821700 + Penalty 12028.030912 = -4682730.790788
  nChanged 2
		SP:Iteration 42Q (65691.390000 sec): 3 clusters
  Score: Raw -4694759.136055 + Penalty 12028.030912 = -4682731.105144
  nChanged 3
		SP:Iteration 43Q (65691.510000 sec): 3 clusters
  Score: Raw -4694759.451744 + Penalty 12028.030912 = -4682731.420832
  nChanged 0
		SP:Iteration 44F (65691.650000 sec): 3 clusters
  Score: Raw -4694759.451744 + Penalty 12028.030912 = -4682731.420832
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65691.670000 sec): 2 clusters
  Score: Raw -46799.861961 + Penalty 3398.809102 = -43401.052859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65691.670000 sec): 3 clusters
  Score: Raw -47729.883773 + Penalty 6797.618204 = -40932.265569
  nChanged 14
		SP:Iteration 1F (65691.670000 sec): 3 clusters
  Score: Raw -47835.735720 + Penalty 6797.618204 = -41038.117516
  nChanged 3
		SP:Iteration 2Q (65691.670000 sec): 3 clusters
  Score: Raw -47865.504800 + Penalty 6797.618204 = -41067.886596
  nChanged 2
		SP:Iteration 3Q (65691.670000 sec): 3 clusters
  Score: Raw -47883.032299 + Penalty 6797.618204 = -41085.414095
  nChanged 0
		SP:Iteration 4F (65691.680000 sec): 3 clusters
  Score: Raw -47883.032299 + Penalty 6797.618204 = -41085.414095
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65691.860000 sec): 2 clusters
  Score: Raw -7351046.735013 + Penalty 6264.403764 = -7344782.331250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65692.070000 sec): 3 clusters
  Score: Raw -7336053.885155 + Penalty 12528.807527 = -7323525.077627
  nChanged 11549
		SP:Iteration 1F (65692.280000 sec): 3 clusters
  Score: Raw -7342198.593593 + Penalty 12528.807527 = -7329669.786066
  nChanged 1818
		SP:Iteration 2F (65692.490000 sec): 3 clusters
  Score: Raw -7343116.207690 + Penalty 12528.807527 = -7330587.400163
  nChanged 1602
		SP:Iteration 3F (65692.690000 sec): 3 clusters
  Score: Raw -7343957.451088 + Penalty 12528.807527 = -7331428.643560
  nChanged 1454
		SP:Iteration 4F (65692.900000 sec): 3 clusters
  Score: Raw -7344749.323069 + Penalty 12528.807527 = -7332220.515541
  nChanged 1348
		SP:Iteration 5Q (65693.110000 sec): 3 clusters
  Score: Raw -7345565.646030 + Penalty 12528.807527 = -7333036.838503
  nChanged 1443
		SP:Iteration 6F (65693.320000 sec): 3 clusters
  Score: Raw -7346542.797522 + Penalty 12528.807527 = -7334013.989994
  nChanged 1514
		SP:Iteration 7F (65693.530000 sec): 3 clusters
  Score: Raw -7347687.795172 + Penalty 12528.807527 = -7335158.987645
  nChanged 1573
		SP:Iteration 8F (65693.730000 sec): 3 clusters
  Score: Raw -7348898.818917 + Penalty 12528.807527 = -7336370.011390
  nChanged 1369
		SP:Iteration 9Q (65693.940000 sec): 3 clusters
  Score: Raw -7349873.068077 + Penalty 12528.807527 = -7337344.260549
  nChanged 1122
		SP:Iteration 10Q (65694.150000 sec): 3 clusters
  Score: Raw -7350596.464381 + Penalty 12528.807527 = -7338067.656853
  nChanged 819
		SP:Iteration 11Q (65694.350000 sec): 3 clusters
  Score: Raw -7351069.766762 + Penalty 12528.807527 = -7338540.959235
  nChanged 619
		SP:Iteration 12Q (65694.560000 sec): 3 clusters
  Score: Raw -7351385.438603 + Penalty 12528.807527 = -7338856.631076
  nChanged 472
		SP:Iteration 13Q (65694.760000 sec): 3 clusters
  Score: Raw -7351615.315447 + Penalty 12528.807527 = -7339086.507920
  nChanged 365
		SP:Iteration 14Q (65694.960000 sec): 3 clusters
  Score: Raw -7351783.036861 + Penalty 12528.807527 = -7339254.229334
  nChanged 271
		SP:Iteration 15Q (65695.170000 sec): 3 clusters
  Score: Raw -7351897.630681 + Penalty 12528.807527 = -7339368.823154
  nChanged 204
		SP:Iteration 16Q (65695.370000 sec): 3 clusters
  Score: Raw -7351980.853672 + Penalty 12528.807527 = -7339452.046145
  nChanged 171
		SP:Iteration 17Q (65695.570000 sec): 3 clusters
  Score: Raw -7352043.014347 + Penalty 12528.807527 = -7339514.206819
  nChanged 152
		SP:Iteration 18Q (65695.780000 sec): 3 clusters
  Score: Raw -7352101.328841 + Penalty 12528.807527 = -7339572.521314
  nChanged 125
		SP:Iteration 19Q (65695.980000 sec): 3 clusters
  Score: Raw -7352149.361007 + Penalty 12528.807527 = -7339620.553480
  nChanged 104
		SP:Iteration 20F (65696.190000 sec): 3 clusters
  Score: Raw -7352189.330751 + Penalty 12528.807527 = -7339660.523224
  nChanged 91
		SP:Iteration 21Q (65696.390000 sec): 3 clusters
  Score: Raw -7352220.679825 + Penalty 12528.807527 = -7339691.872297
  nChanged 88
		SP:Iteration 22Q (65696.590000 sec): 3 clusters
  Score: Raw -7352253.513120 + Penalty 12528.807527 = -7339724.705592
  nChanged 75
		SP:Iteration 23Q (65696.780000 sec): 3 clusters
  Score: Raw -7352278.663339 + Penalty 12528.807527 = -7339749.855812
  nChanged 68
		SP:Iteration 24Q (65696.980000 sec): 3 clusters
  Score: Raw -7352303.367361 + Penalty 12528.807527 = -7339774.559833
  nChanged 60
		SP:Iteration 25Q (65697.170000 sec): 3 clusters
  Score: Raw -7352324.348883 + Penalty 12528.807527 = -7339795.541356
  nChanged 47
		SP:Iteration 26Q (65697.370000 sec): 3 clusters
  Score: Raw -7352339.566804 + Penalty 12528.807527 = -7339810.759277
  nChanged 42
		SP:Iteration 27Q (65697.570000 sec): 3 clusters
  Score: Raw -7352353.291503 + Penalty 12528.807527 = -7339824.483976
  nChanged 37
		SP:Iteration 28Q (65697.760000 sec): 3 clusters
  Score: Raw -7352365.295993 + Penalty 12528.807527 = -7339836.488465
  nChanged 36
		SP:Iteration 29Q (65697.950000 sec): 3 clusters
  Score: Raw -7352377.643651 + Penalty 12528.807527 = -7339848.836123
  nChanged 33
		SP:Iteration 30Q (65698.150000 sec): 3 clusters
  Score: Raw -7352389.928783 + Penalty 12528.807527 = -7339861.121255
  nChanged 35
		SP:Iteration 31Q (65698.340000 sec): 3 clusters
  Score: Raw -7352400.722113 + Penalty 12528.807527 = -7339871.914585
  nChanged 21
		SP:Iteration 32Q (65698.530000 sec): 3 clusters
  Score: Raw -7352407.364668 + Penalty 12528.807527 = -7339878.557141
  nChanged 16
		SP:Iteration 33Q (65698.730000 sec): 3 clusters
  Score: Raw -7352412.801011 + Penalty 12528.807527 = -7339883.993483
  nChanged 11
		SP:Iteration 34Q (65698.920000 sec): 3 clusters
  Score: Raw -7352415.901674 + Penalty 12528.807527 = -7339887.094147
  nChanged 11
		SP:Iteration 35Q (65699.110000 sec): 3 clusters
  Score: Raw -7352419.433570 + Penalty 12528.807527 = -7339890.626043
  nChanged 10
		SP:Iteration 36Q (65699.310000 sec): 3 clusters
  Score: Raw -7352422.186055 + Penalty 12528.807527 = -7339893.378527
  nChanged 5
		SP:Iteration 37Q (65699.500000 sec): 3 clusters
  Score: Raw -7352423.404597 + Penalty 12528.807527 = -7339894.597069
  nChanged 5
		SP:Iteration 38Q (65699.690000 sec): 3 clusters
  Score: Raw -7352425.602486 + Penalty 12528.807527 = -7339896.794958
  nChanged 16
		SP:Iteration 39Q (65699.890000 sec): 3 clusters
  Score: Raw -7352432.069517 + Penalty 12528.807527 = -7339903.261990
  nChanged 17
		SP:Iteration 40F (65700.090000 sec): 3 clusters
  Score: Raw -7352439.399344 + Penalty 12528.807527 = -7339910.591816
  nChanged 22
		SP:Iteration 41Q (65700.290000 sec): 3 clusters
  Score: Raw -7352447.169625 + Penalty 12528.807527 = -7339918.362097
  nChanged 12
		SP:Iteration 42Q (65700.480000 sec): 3 clusters
  Score: Raw -7352451.915427 + Penalty 12528.807527 = -7339923.107900
  nChanged 12
		SP:Iteration 43Q (65700.670000 sec): 3 clusters
  Score: Raw -7352455.923182 + Penalty 12528.807527 = -7339927.115654
  nChanged 8
		SP:Iteration 44Q (65700.870000 sec): 3 clusters
  Score: Raw -7352458.467523 + Penalty 12528.807527 = -7339929.659996
  nChanged 8
		SP:Iteration 45Q (65701.050000 sec): 3 clusters
  Score: Raw -7352461.399346 + Penalty 12528.807527 = -7339932.591818
  nChanged 8
		SP:Iteration 46Q (65701.250000 sec): 3 clusters
  Score: Raw -7352463.508857 + Penalty 12528.807527 = -7339934.701330
  nChanged 5
		SP:Iteration 47Q (65701.440000 sec): 3 clusters
  Score: Raw -7352464.874140 + Penalty 12528.807527 = -7339936.066613
  nChanged 7
		SP:Iteration 48Q (65701.640000 sec): 3 clusters
  Score: Raw -7352466.764979 + Penalty 12528.807527 = -7339937.957452
  nChanged 10
		SP:Iteration 49Q (65701.830000 sec): 3 clusters
  Score: Raw -7352469.812749 + Penalty 12528.807527 = -7339941.005221
  nChanged 5
		SP:Iteration 50Q (65702.020000 sec): 3 clusters
  Score: Raw -7352471.945179 + Penalty 12528.807527 = -7339943.137652
  nChanged 12
		SP:Iteration 51Q (65702.210000 sec): 3 clusters
  Score: Raw -7352476.609431 + Penalty 12528.807527 = -7339947.801904
  nChanged 10
		SP:Iteration 52Q (65702.400000 sec): 3 clusters
  Score: Raw -7352480.161928 + Penalty 12528.807527 = -7339951.354401
  nChanged 13
		SP:Iteration 53Q (65702.590000 sec): 3 clusters
  Score: Raw -7352485.056891 + Penalty 12528.807527 = -7339956.249363
  nChanged 10
		SP:Iteration 54Q (65702.780000 sec): 3 clusters
  Score: Raw -7352488.807174 + Penalty 12528.807527 = -7339959.999646
  nChanged 14
		SP:Iteration 55Q (65702.980000 sec): 3 clusters
  Score: Raw -7352493.795440 + Penalty 12528.807527 = -7339964.987913
  nChanged 12
		SP:Iteration 56Q (65703.170000 sec): 3 clusters
  Score: Raw -7352497.639407 + Penalty 12528.807527 = -7339968.831880
  nChanged 12
		SP:Iteration 57Q (65703.360000 sec): 3 clusters
  Score: Raw -7352502.072489 + Penalty 12528.807527 = -7339973.264962
  nChanged 9
		SP:Iteration 58Q (65703.550000 sec): 3 clusters
  Score: Raw -7352504.846868 + Penalty 12528.807527 = -7339976.039341
  nChanged 4
		SP:Iteration 59Q (65703.740000 sec): 3 clusters
  Score: Raw -7352506.071287 + Penalty 12528.807527 = -7339977.263760
  nChanged 6
		SP:Iteration 60F (65703.950000 sec): 3 clusters
  Score: Raw -7352508.465900 + Penalty 12528.807527 = -7339979.658373
  nChanged 7
		SP:Iteration 61Q (65704.140000 sec): 3 clusters
  Score: Raw -7352510.409509 + Penalty 12528.807527 = -7339981.601982
  nChanged 4
		SP:Iteration 62Q (65704.330000 sec): 3 clusters
  Score: Raw -7352511.472788 + Penalty 12528.807527 = -7339982.665261
  nChanged 4
		SP:Iteration 63Q (65704.520000 sec): 3 clusters
  Score: Raw -7352512.977484 + Penalty 12528.807527 = -7339984.169957
  nChanged 1
		SP:Iteration 64Q (65704.710000 sec): 3 clusters
  Score: Raw -7352513.165955 + Penalty 12528.807527 = -7339984.358427
  nChanged 0
		SP:Iteration 65F (65704.920000 sec): 3 clusters
  Score: Raw -7352513.165955 + Penalty 12528.807527 = -7339984.358427
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65704.950000 sec): 2 clusters
  Score: Raw -115408.295909 + Penalty 3786.527005 = -111621.768904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65704.950000 sec): 3 clusters
  Score: Raw -115940.059493 + Penalty 7573.054011 = -108367.005482
  nChanged 46
		SP:Iteration 1F (65704.960000 sec): 3 clusters
  Score: Raw -116115.836021 + Penalty 7573.054011 = -108542.782011
  nChanged 8
		SP:Iteration 2Q (65704.960000 sec): 3 clusters
  Score: Raw -116148.700967 + Penalty 7573.054011 = -108575.646956
  nChanged 5
		SP:Iteration 3Q (65704.960000 sec): 3 clusters
  Score: Raw -116166.689128 + Penalty 7573.054011 = -108593.635117
  nChanged 3
		SP:Iteration 4Q (65704.960000 sec): 3 clusters
  Score: Raw -116179.439524 + Penalty 7573.054011 = -108606.385513
  nChanged 1
		SP:Iteration 5Q (65704.970000 sec): 3 clusters
  Score: Raw -116182.644188 + Penalty 7573.054011 = -108609.590178
  nChanged 0
		SP:Iteration 6F (65704.970000 sec): 3 clusters
  Score: Raw -116182.644188 + Penalty 7573.054011 = -108609.590178
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65705.060000 sec): 2 clusters
  Score: Raw -3557727.457248 + Penalty 5826.959672 = -3551900.497576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65705.160000 sec): 3 clusters
  Score: Raw -3551087.789267 + Penalty 11653.919344 = -3539433.869922
  nChanged 5236
		SP:Iteration 1F (65705.270000 sec): 3 clusters
  Score: Raw -3554074.351637 + Penalty 11653.919344 = -3542420.432293
  nChanged 1021
		SP:Iteration 2F (65705.370000 sec): 3 clusters
  Score: Raw -3554707.074427 + Penalty 11653.919344 = -3543053.155083
  nChanged 754
		SP:Iteration 3F (65705.470000 sec): 3 clusters
  Score: Raw -3555214.823850 + Penalty 11653.919344 = -3543560.904505
  nChanged 654
		SP:Iteration 4Q (65705.570000 sec): 3 clusters
  Score: Raw -3555685.685878 + Penalty 11653.919344 = -3544031.766533
  nChanged 665
		SP:Iteration 5Q (65705.670000 sec): 3 clusters
  Score: Raw -3556206.557705 + Penalty 11653.919344 = -3544552.638361
  nChanged 699
		SP:Iteration 6F (65705.770000 sec): 3 clusters
  Score: Raw -3556810.755619 + Penalty 11653.919344 = -3545156.836275
  nChanged 719
		SP:Iteration 7F (65705.870000 sec): 3 clusters
  Score: Raw -3557448.469318 + Penalty 11653.919344 = -3545794.549973
  nChanged 716
		SP:Iteration 8F (65705.970000 sec): 3 clusters
  Score: Raw -3558081.059447 + Penalty 11653.919344 = -3546427.140102
  nChanged 643
		SP:Iteration 9Q (65706.070000 sec): 3 clusters
  Score: Raw -3558605.126263 + Penalty 11653.919344 = -3546951.206918
  nChanged 552
		SP:Iteration 10Q (65706.170000 sec): 3 clusters
  Score: Raw -3559036.553665 + Penalty 11653.919344 = -3547382.634320
  nChanged 445
		SP:Iteration 11Q (65706.270000 sec): 3 clusters
  Score: Raw -3559372.884681 + Penalty 11653.919344 = -3547718.965337
  nChanged 324
		SP:Iteration 12Q (65706.360000 sec): 3 clusters
  Score: Raw -3559601.651671 + Penalty 11653.919344 = -3547947.732326
  nChanged 260
		SP:Iteration 13Q (65706.460000 sec): 3 clusters
  Score: Raw -3559758.786232 + Penalty 11653.919344 = -3548104.866888
  nChanged 212
		SP:Iteration 14Q (65706.560000 sec): 3 clusters
  Score: Raw -3559875.835329 + Penalty 11653.919344 = -3548221.915984
  nChanged 172
		SP:Iteration 15Q (65706.650000 sec): 3 clusters
  Score: Raw -3559960.883495 + Penalty 11653.919344 = -3548306.964151
  nChanged 149
		SP:Iteration 16Q (65706.750000 sec): 3 clusters
  Score: Raw -3560033.551872 + Penalty 11653.919344 = -3548379.632527
  nChanged 145
		SP:Iteration 17Q (65706.840000 sec): 3 clusters
  Score: Raw -3560103.124210 + Penalty 11653.919344 = -3548449.204865
  nChanged 120
		SP:Iteration 18Q (65706.930000 sec): 3 clusters
  Score: Raw -3560151.931885 + Penalty 11653.919344 = -3548498.012541
  nChanged 101
		SP:Iteration 19Q (65707.030000 sec): 3 clusters
  Score: Raw -3560192.012420 + Penalty 11653.919344 = -3548538.093076
  nChanged 97
		SP:Iteration 20F (65707.130000 sec): 3 clusters
  Score: Raw -3560226.389247 + Penalty 11653.919344 = -3548572.469903
  nChanged 74
		SP:Iteration 21Q (65707.220000 sec): 3 clusters
  Score: Raw -3560252.649175 + Penalty 11653.919344 = -3548598.729831
  nChanged 66
		SP:Iteration 22Q (65707.310000 sec): 3 clusters
  Score: Raw -3560274.442172 + Penalty 11653.919344 = -3548620.522827
  nChanged 66
		SP:Iteration 23Q (65707.400000 sec): 3 clusters
  Score: Raw -3560297.217780 + Penalty 11653.919344 = -3548643.298435
  nChanged 53
		SP:Iteration 24Q (65707.500000 sec): 3 clusters
  Score: Raw -3560311.709758 + Penalty 11653.919344 = -3548657.790413
  nChanged 32
		SP:Iteration 25Q (65707.590000 sec): 3 clusters
  Score: Raw -3560322.080571 + Penalty 11653.919344 = -3548668.161226
  nChanged 40
		SP:Iteration 26Q (65707.680000 sec): 3 clusters
  Score: Raw -3560333.992809 + Penalty 11653.919344 = -3548680.073464
  nChanged 41
		SP:Iteration 27Q (65707.770000 sec): 3 clusters
  Score: Raw -3560345.417918 + Penalty 11653.919344 = -3548691.498573
  nChanged 37
		SP:Iteration 28Q (65707.860000 sec): 3 clusters
  Score: Raw -3560356.383643 + Penalty 11653.919344 = -3548702.464299
  nChanged 24
		SP:Iteration 29Q (65707.950000 sec): 3 clusters
  Score: Raw -3560362.060744 + Penalty 11653.919344 = -3548708.141399
  nChanged 24
		SP:Iteration 30Q (65708.040000 sec): 3 clusters
  Score: Raw -3560366.925689 + Penalty 11653.919344 = -3548713.006345
  nChanged 19
		SP:Iteration 31Q (65708.130000 sec): 3 clusters
  Score: Raw -3560370.794325 + Penalty 11653.919344 = -3548716.874981
  nChanged 16
		SP:Iteration 32Q (65708.220000 sec): 3 clusters
  Score: Raw -3560374.843208 + Penalty 11653.919344 = -3548720.923864
  nChanged 19
		SP:Iteration 33Q (65708.320000 sec): 3 clusters
  Score: Raw -3560379.081271 + Penalty 11653.919344 = -3548725.161927
  nChanged 18
		SP:Iteration 34Q (65708.410000 sec): 3 clusters
  Score: Raw -3560383.415406 + Penalty 11653.919344 = -3548729.496061
  nChanged 15
		SP:Iteration 35Q (65708.500000 sec): 3 clusters
  Score: Raw -3560387.340333 + Penalty 11653.919344 = -3548733.420989
  nChanged 13
		SP:Iteration 36Q (65708.590000 sec): 3 clusters
  Score: Raw -3560389.925344 + Penalty 11653.919344 = -3548736.006000
  nChanged 13
		SP:Iteration 37Q (65708.680000 sec): 3 clusters
  Score: Raw -3560392.500958 + Penalty 11653.919344 = -3548738.581614
  nChanged 11
		SP:Iteration 38Q (65708.770000 sec): 3 clusters
  Score: Raw -3560395.153615 + Penalty 11653.919344 = -3548741.234270
  nChanged 9
		SP:Iteration 39Q (65708.870000 sec): 3 clusters
  Score: Raw -3560397.006855 + Penalty 11653.919344 = -3548743.087510
  nChanged 6
		SP:Iteration 40F (65708.970000 sec): 3 clusters
  Score: Raw -3560398.298666 + Penalty 11653.919344 = -3548744.379322
  nChanged 4
		SP:Iteration 41Q (65709.060000 sec): 3 clusters
  Score: Raw -3560399.254610 + Penalty 11653.919344 = -3548745.335265
  nChanged 4
		SP:Iteration 42Q (65709.150000 sec): 3 clusters
  Score: Raw -3560400.205978 + Penalty 11653.919344 = -3548746.286633
  nChanged 4
		SP:Iteration 43Q (65709.240000 sec): 3 clusters
  Score: Raw -3560401.224425 + Penalty 11653.919344 = -3548747.305080
  nChanged 7
		SP:Iteration 44Q (65709.330000 sec): 3 clusters
  Score: Raw -3560402.684709 + Penalty 11653.919344 = -3548748.765364
  nChanged 7
		SP:Iteration 45Q (65709.420000 sec): 3 clusters
  Score: Raw -3560404.313074 + Penalty 11653.919344 = -3548750.393730
  nChanged 7
		SP:Iteration 46Q (65709.510000 sec): 3 clusters
  Score: Raw -3560406.158154 + Penalty 11653.919344 = -3548752.238810
  nChanged 8
		SP:Iteration 47Q (65709.610000 sec): 3 clusters
  Score: Raw -3560407.464317 + Penalty 11653.919344 = -3548753.544973
  nChanged 4
		SP:Iteration 48Q (65709.700000 sec): 3 clusters
  Score: Raw -3560408.112968 + Penalty 11653.919344 = -3548754.193624
  nChanged 3
		SP:Iteration 49Q (65709.790000 sec): 3 clusters
  Score: Raw -3560408.920159 + Penalty 11653.919344 = -3548755.000815
  nChanged 3
		SP:Iteration 50Q (65709.880000 sec): 3 clusters
  Score: Raw -3560409.838844 + Penalty 11653.919344 = -3548755.919500
  nChanged 3
		SP:Iteration 51Q (65709.970000 sec): 3 clusters
  Score: Raw -3560410.877906 + Penalty 11653.919344 = -3548756.958562
  nChanged 4
		SP:Iteration 52Q (65710.060000 sec): 3 clusters
  Score: Raw -3560411.906197 + Penalty 11653.919344 = -3548757.986853
  nChanged 3
		SP:Iteration 53Q (65710.150000 sec): 3 clusters
  Score: Raw -3560412.548520 + Penalty 11653.919344 = -3548758.629176
  nChanged 4
		SP:Iteration 54Q (65710.250000 sec): 3 clusters
  Score: Raw -3560413.454522 + Penalty 11653.919344 = -3548759.535178
  nChanged 3
		SP:Iteration 55Q (65710.340000 sec): 3 clusters
  Score: Raw -3560414.021551 + Penalty 11653.919344 = -3548760.102207
  nChanged 2
		SP:Iteration 56Q (65710.430000 sec): 3 clusters
  Score: Raw -3560414.208770 + Penalty 11653.919344 = -3548760.289425
  nChanged 1
		SP:Iteration 57Q (65710.520000 sec): 3 clusters
  Score: Raw -3560414.463427 + Penalty 11653.919344 = -3548760.544083
  nChanged 2
		SP:Iteration 58Q (65710.610000 sec): 3 clusters
  Score: Raw -3560415.104897 + Penalty 11653.919344 = -3548761.185552
  nChanged 3
		SP:Iteration 59Q (65710.700000 sec): 3 clusters
  Score: Raw -3560415.726889 + Penalty 11653.919344 = -3548761.807545
  nChanged 3
		SP:Iteration 60F (65710.800000 sec): 3 clusters
  Score: Raw -3560416.315172 + Penalty 11653.919344 = -3548762.395828
  nChanged 2
		SP:Iteration 61Q (65710.890000 sec): 3 clusters
  Score: Raw -3560416.627067 + Penalty 11653.919344 = -3548762.707722
  nChanged 2
		SP:Iteration 62Q (65710.990000 sec): 3 clusters
  Score: Raw -3560416.955742 + Penalty 11653.919344 = -3548763.036397
  nChanged 0
		SP:Iteration 63F (65711.090000 sec): 3 clusters
  Score: Raw -3560416.955742 + Penalty 11653.919344 = -3548763.036397
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65711.110000 sec): 2 clusters
  Score: Raw -368850.898744 + Penalty 4444.049655 = -364406.849088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65711.120000 sec): 3 clusters
  Score: Raw -368804.587512 + Penalty 8888.099311 = -359916.488202
  nChanged 277
		SP:Iteration 1F (65711.130000 sec): 3 clusters
  Score: Raw -369320.088949 + Penalty 8888.099311 = -360431.989638
  nChanged 119
		SP:Iteration 2F (65711.140000 sec): 3 clusters
  Score: Raw -369658.697084 + Penalty 8888.099311 = -360770.597774
  nChanged 94
		SP:Iteration 3F (65711.150000 sec): 3 clusters
  Score: Raw -369967.860964 + Penalty 8888.099311 = -361079.761653
  nChanged 63
		SP:Iteration 4Q (65711.160000 sec): 3 clusters
  Score: Raw -370240.714406 + Penalty 8888.099311 = -361352.615095
  nChanged 49
		SP:Iteration 5Q (65711.170000 sec): 3 clusters
  Score: Raw -370435.771594 + Penalty 8888.099311 = -361547.672283
  nChanged 32
		SP:Iteration 6Q (65711.180000 sec): 3 clusters
  Score: Raw -370578.821779 + Penalty 8888.099311 = -361690.722468
  nChanged 40
		SP:Iteration 7Q (65711.190000 sec): 3 clusters
  Score: Raw -370759.075050 + Penalty 8888.099311 = -361870.975739
  nChanged 29
		SP:Iteration 8Q (65711.190000 sec): 3 clusters
  Score: Raw -370898.444523 + Penalty 8888.099311 = -362010.345212
  nChanged 31
		SP:Iteration 9Q (65711.200000 sec): 3 clusters
  Score: Raw -371039.274303 + Penalty 8888.099311 = -362151.174992
  nChanged 30
		SP:Iteration 10Q (65711.210000 sec): 3 clusters
  Score: Raw -371201.210202 + Penalty 8888.099311 = -362313.110891
  nChanged 26
		SP:Iteration 11Q (65711.220000 sec): 3 clusters
  Score: Raw -371351.670082 + Penalty 8888.099311 = -362463.570771
  nChanged 22
		SP:Iteration 12Q (65711.230000 sec): 3 clusters
  Score: Raw -371535.060126 + Penalty 8888.099311 = -362646.960815
  nChanged 33
		SP:Iteration 13Q (65711.230000 sec): 3 clusters
  Score: Raw -371745.886486 + Penalty 8888.099311 = -362857.787175
  nChanged 24
		SP:Iteration 14Q (65711.240000 sec): 3 clusters
  Score: Raw -371877.885427 + Penalty 8888.099311 = -362989.786116
  nChanged 22
		SP:Iteration 15Q (65711.250000 sec): 3 clusters
  Score: Raw -371975.944683 + Penalty 8888.099311 = -363087.845372
  nChanged 16
		SP:Iteration 16Q (65711.260000 sec): 3 clusters
  Score: Raw -372054.885291 + Penalty 8888.099311 = -363166.785980
  nChanged 12
		SP:Iteration 17Q (65711.270000 sec): 3 clusters
  Score: Raw -372111.546609 + Penalty 8888.099311 = -363223.447298
  nChanged 12
		SP:Iteration 18Q (65711.270000 sec): 3 clusters
  Score: Raw -372168.574037 + Penalty 8888.099311 = -363280.474726
  nChanged 9
		SP:Iteration 19Q (65711.280000 sec): 3 clusters
  Score: Raw -372219.959471 + Penalty 8888.099311 = -363331.860160
  nChanged 11
		SP:Iteration 20F (65711.290000 sec): 3 clusters
  Score: Raw -372267.756896 + Penalty 8888.099311 = -363379.657585
  nChanged 5
		SP:Iteration 21Q (65711.300000 sec): 3 clusters
  Score: Raw -372296.109433 + Penalty 8888.099311 = -363408.010122
  nChanged 5
		SP:Iteration 22Q (65711.310000 sec): 3 clusters
  Score: Raw -372319.678902 + Penalty 8888.099311 = -363431.579591
  nChanged 2
		SP:Iteration 23Q (65711.320000 sec): 3 clusters
  Score: Raw -372330.198727 + Penalty 8888.099311 = -363442.099416
  nChanged 4
		SP:Iteration 24Q (65711.330000 sec): 3 clusters
  Score: Raw -372348.379299 + Penalty 8888.099311 = -363460.279988
  nChanged 2
		SP:Iteration 25Q (65711.330000 sec): 3 clusters
  Score: Raw -372357.093614 + Penalty 8888.099311 = -363468.994303
  nChanged 0
		SP:Iteration 26F (65711.340000 sec): 3 clusters
  Score: Raw -372357.093614 + Penalty 8888.099311 = -363468.994303
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 54 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65711.350000 sec): 2 clusters
  Score: Raw -43291.925633 + Penalty 3173.842425 = -40118.083208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65711.350000 sec): 3 clusters
  Score: Raw -44307.915494 + Penalty 6347.684849 = -37960.230644
  nChanged 1
		SP:Iteration 1Q (65711.350000 sec): 3 clusters
  Score: Raw -44319.179024 + Penalty 6347.684849 = -37971.494175
  nChanged 0
		SP:Iteration 2F (65711.360000 sec): 3 clusters
  Score: Raw -44319.179024 + Penalty 6347.684849 = -37971.494175
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 55 (118807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65712.130000 sec): 2 clusters
  Score: Raw -31661086.769229 + Penalty 7157.219059 = -31653929.550170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65713.040000 sec): 3 clusters
  Score: Raw -31587702.938856 + Penalty 14314.438118 = -31573388.500737
  nChanged 54552
		SP:Iteration 1F (65713.950000 sec): 3 clusters
  Score: Raw -31618030.352309 + Penalty 14314.438118 = -31603715.914191
  nChanged 4742
		SP:Iteration 2Q (65714.860000 sec): 3 clusters
  Score: Raw -31619377.171420 + Penalty 14314.438118 = -31605062.733302
  nChanged 4577
		SP:Iteration 3Q (65715.770000 sec): 3 clusters
  Score: Raw -31620736.910911 + Penalty 14314.438118 = -31606422.472792
  nChanged 4665
		SP:Iteration 4Q (65716.680000 sec): 3 clusters
  Score: Raw -31622304.556970 + Penalty 14314.438118 = -31607990.118851
  nChanged 5097
		SP:Iteration 5Q (65717.590000 sec): 3 clusters
  Score: Raw -31624321.649125 + Penalty 14314.438118 = -31610007.211007
  nChanged 5988
		SP:Iteration 6F (65718.500000 sec): 3 clusters
  Score: Raw -31627262.510472 + Penalty 14314.438118 = -31612948.072353
  nChanged 7073
		SP:Iteration 7F (65719.400000 sec): 3 clusters
  Score: Raw -31631497.825124 + Penalty 14314.438118 = -31617183.387005
  nChanged 7868
		SP:Iteration 8F (65720.310000 sec): 3 clusters
  Score: Raw -31637035.413863 + Penalty 14314.438118 = -31622720.975745
  nChanged 7786
		SP:Iteration 9F (65721.210000 sec): 3 clusters
  Score: Raw -31643255.796478 + Penalty 14314.438118 = -31628941.358360
  nChanged 6722
		SP:Iteration 10F (65722.120000 sec): 3 clusters
  Score: Raw -31649413.561716 + Penalty 14314.438118 = -31635099.123598
  nChanged 4855
		SP:Iteration 11Q (65723.010000 sec): 3 clusters
  Score: Raw -31654218.683424 + Penalty 14314.438118 = -31639904.245306
  nChanged 3466
		SP:Iteration 12Q (65723.850000 sec): 3 clusters
  Score: Raw -31657152.725208 + Penalty 14314.438118 = -31642838.287090
  nChanged 2550
		SP:Iteration 13Q (65724.620000 sec): 3 clusters
  Score: Raw -31658624.644328 + Penalty 14314.438118 = -31644310.206210
  nChanged 1687
		SP:Iteration 14Q (65725.370000 sec): 3 clusters
  Score: Raw -31659263.513840 + Penalty 14314.438118 = -31644949.075722
  nChanged 1029
		SP:Iteration 15Q (65726.100000 sec): 3 clusters
  Score: Raw -31659529.717572 + Penalty 14314.438118 = -31645215.279453
  nChanged 651
		SP:Iteration 16Q (65726.840000 sec): 3 clusters
  Score: Raw -31659679.179497 + Penalty 14314.438118 = -31645364.741379
  nChanged 478
		SP:Iteration 17Q (65727.560000 sec): 3 clusters
  Score: Raw -31659768.317005 + Penalty 14314.438118 = -31645453.878886
  nChanged 369
		SP:Iteration 18Q (65728.280000 sec): 3 clusters
  Score: Raw -31659829.507136 + Penalty 14314.438118 = -31645515.069018
  nChanged 275
		SP:Iteration 19Q (65729.000000 sec): 3 clusters
  Score: Raw -31659871.389901 + Penalty 14314.438118 = -31645556.951783
  nChanged 231
		SP:Iteration 20F (65729.910000 sec): 3 clusters
  Score: Raw -31659903.933816 + Penalty 14314.438118 = -31645589.495698
  nChanged 212
		SP:Iteration 21Q (65730.630000 sec): 3 clusters
  Score: Raw -31659932.903635 + Penalty 14314.438118 = -31645618.465517
  nChanged 194
		SP:Iteration 22Q (65731.350000 sec): 3 clusters
  Score: Raw -31659959.432190 + Penalty 14314.438118 = -31645644.994072
  nChanged 189
		SP:Iteration 23Q (65732.070000 sec): 3 clusters
  Score: Raw -31659980.707560 + Penalty 14314.438118 = -31645666.269442
  nChanged 156
		SP:Iteration 24Q (65732.790000 sec): 3 clusters
  Score: Raw -31659997.289480 + Penalty 14314.438118 = -31645682.851361
  nChanged 160
		SP:Iteration 25Q (65733.510000 sec): 3 clusters
  Score: Raw -31660016.154523 + Penalty 14314.438118 = -31645701.716405
  nChanged 150
		SP:Iteration 26Q (65734.220000 sec): 3 clusters
  Score: Raw -31660033.382151 + Penalty 14314.438118 = -31645718.944033
  nChanged 142
		SP:Iteration 27Q (65734.940000 sec): 3 clusters
  Score: Raw -31660049.474050 + Penalty 14314.438118 = -31645735.035932
  nChanged 155
		SP:Iteration 28Q (65735.650000 sec): 3 clusters
  Score: Raw -31660067.005067 + Penalty 14314.438118 = -31645752.566948
  nChanged 156
		SP:Iteration 29Q (65736.360000 sec): 3 clusters
  Score: Raw -31660086.003653 + Penalty 14314.438118 = -31645771.565534
  nChanged 170
		SP:Iteration 30Q (65737.070000 sec): 3 clusters
  Score: Raw -31660109.895066 + Penalty 14314.438118 = -31645795.456948
  nChanged 188
		SP:Iteration 31Q (65737.790000 sec): 3 clusters
  Score: Raw -31660136.575529 + Penalty 14314.438118 = -31645822.137411
  nChanged 184
		SP:Iteration 32Q (65738.490000 sec): 3 clusters
  Score: Raw -31660161.940240 + Penalty 14314.438118 = -31645847.502122
  nChanged 190
		SP:Iteration 33Q (65739.210000 sec): 3 clusters
  Score: Raw -31660187.192404 + Penalty 14314.438118 = -31645872.754286
  nChanged 161
		SP:Iteration 34Q (65739.910000 sec): 3 clusters
  Score: Raw -31660206.516558 + Penalty 14314.438118 = -31645892.078439
  nChanged 136
		SP:Iteration 35Q (65740.620000 sec): 3 clusters
  Score: Raw -31660223.393061 + Penalty 14314.438118 = -31645908.954943
  nChanged 133
		SP:Iteration 36Q (65741.330000 sec): 3 clusters
  Score: Raw -31660239.421676 + Penalty 14314.438118 = -31645924.983558
  nChanged 124
		SP:Iteration 37Q (65742.040000 sec): 3 clusters
  Score: Raw -31660255.625083 + Penalty 14314.438118 = -31645941.186964
  nChanged 130
		SP:Iteration 38Q (65742.750000 sec): 3 clusters
  Score: Raw -31660271.268720 + Penalty 14314.438118 = -31645956.830602
  nChanged 105
		SP:Iteration 39Q (65743.450000 sec): 3 clusters
  Score: Raw -31660283.638966 + Penalty 14314.438118 = -31645969.200848
  nChanged 121
		SP:Iteration 40F (65744.360000 sec): 3 clusters
  Score: Raw -31660297.449624 + Penalty 14314.438118 = -31645983.011505
  nChanged 123
		SP:Iteration 41Q (65745.080000 sec): 3 clusters
  Score: Raw -31660311.526103 + Penalty 14314.438118 = -31645997.087984
  nChanged 128
		SP:Iteration 42Q (65745.780000 sec): 3 clusters
  Score: Raw -31660326.955483 + Penalty 14314.438118 = -31646012.517365
  nChanged 131
		SP:Iteration 43Q (65746.480000 sec): 3 clusters
  Score: Raw -31660344.474150 + Penalty 14314.438118 = -31646030.036032
  nChanged 137
		SP:Iteration 44Q (65747.180000 sec): 3 clusters
  Score: Raw -31660361.900997 + Penalty 14314.438118 = -31646047.462878
  nChanged 136
		SP:Iteration 45Q (65747.880000 sec): 3 clusters
  Score: Raw -31660378.875046 + Penalty 14314.438118 = -31646064.436928
  nChanged 123
		SP:Iteration 46Q (65748.590000 sec): 3 clusters
  Score: Raw -31660394.719758 + Penalty 14314.438118 = -31646080.281640
  nChanged 138
		SP:Iteration 47Q (65749.280000 sec): 3 clusters
  Score: Raw -31660413.134948 + Penalty 14314.438118 = -31646098.696830
  nChanged 130
		SP:Iteration 48Q (65749.980000 sec): 3 clusters
  Score: Raw -31660430.634784 + Penalty 14314.438118 = -31646116.196666
  nChanged 124
		SP:Iteration 49Q (65750.680000 sec): 3 clusters
  Score: Raw -31660446.015765 + Penalty 14314.438118 = -31646131.577647
  nChanged 127
		SP:Iteration 50Q (65751.380000 sec): 3 clusters
  Score: Raw -31660462.223752 + Penalty 14314.438118 = -31646147.785634
  nChanged 124
		SP:Iteration 51Q (65752.080000 sec): 3 clusters
  Score: Raw -31660477.746309 + Penalty 14314.438118 = -31646163.308191
  nChanged 128
		SP:Iteration 52Q (65752.770000 sec): 3 clusters
  Score: Raw -31660494.990234 + Penalty 14314.438118 = -31646180.552116
  nChanged 126
		SP:Iteration 53Q (65753.470000 sec): 3 clusters
  Score: Raw -31660511.143474 + Penalty 14314.438118 = -31646196.705356
  nChanged 125
		SP:Iteration 54Q (65754.160000 sec): 3 clusters
  Score: Raw -31660527.420428 + Penalty 14314.438118 = -31646212.982309
  nChanged 146
		SP:Iteration 55Q (65754.860000 sec): 3 clusters
  Score: Raw -31660546.945901 + Penalty 14314.438118 = -31646232.507783
  nChanged 120
		SP:Iteration 56Q (65755.550000 sec): 3 clusters
  Score: Raw -31660563.892010 + Penalty 14314.438118 = -31646249.453892
  nChanged 123
		SP:Iteration 57Q (65756.240000 sec): 3 clusters
  Score: Raw -31660579.694242 + Penalty 14314.438118 = -31646265.256124
  nChanged 107
		SP:Iteration 58Q (65756.930000 sec): 3 clusters
  Score: Raw -31660594.504498 + Penalty 14314.438118 = -31646280.066380
  nChanged 112
		SP:Iteration 59Q (65757.620000 sec): 3 clusters
  Score: Raw -31660609.260685 + Penalty 14314.438118 = -31646294.822567
  nChanged 115
		SP:Iteration 60F (65758.520000 sec): 3 clusters
  Score: Raw -31660624.183909 + Penalty 14314.438118 = -31646309.745791
  nChanged 112
		SP:Iteration 61Q (65759.210000 sec): 3 clusters
  Score: Raw -31660639.829156 + Penalty 14314.438118 = -31646325.391038
  nChanged 102
		SP:Iteration 62Q (65759.900000 sec): 3 clusters
  Score: Raw -31660653.545645 + Penalty 14314.438118 = -31646339.107527
  nChanged 106
		SP:Iteration 63Q (65760.580000 sec): 3 clusters
  Score: Raw -31660666.968585 + Penalty 14314.438118 = -31646352.530467
  nChanged 97
		SP:Iteration 64Q (65761.270000 sec): 3 clusters
  Score: Raw -31660679.639011 + Penalty 14314.438118 = -31646365.200893
  nChanged 96
		SP:Iteration 65Q (65761.960000 sec): 3 clusters
  Score: Raw -31660691.645613 + Penalty 14314.438118 = -31646377.207495
  nChanged 87
		SP:Iteration 66Q (65762.640000 sec): 3 clusters
  Score: Raw -31660702.611389 + Penalty 14314.438118 = -31646388.173270
  nChanged 90
		SP:Iteration 67Q (65763.340000 sec): 3 clusters
  Score: Raw -31660713.848371 + Penalty 14314.438118 = -31646399.410253
  nChanged 85
		SP:Iteration 68Q (65764.020000 sec): 3 clusters
  Score: Raw -31660723.924908 + Penalty 14314.438118 = -31646409.486789
  nChanged 62
		SP:Iteration 69Q (65764.710000 sec): 3 clusters
  Score: Raw -31660731.964183 + Penalty 14314.438118 = -31646417.526065
  nChanged 68
		SP:Iteration 70Q (65765.390000 sec): 3 clusters
  Score: Raw -31660741.047813 + Penalty 14314.438118 = -31646426.609695
  nChanged 73
		SP:Iteration 71Q (65766.080000 sec): 3 clusters
  Score: Raw -31660751.305219 + Penalty 14314.438118 = -31646436.867101
  nChanged 77
		SP:Iteration 72Q (65766.760000 sec): 3 clusters
  Score: Raw -31660761.657303 + Penalty 14314.438118 = -31646447.219184
  nChanged 60
		SP:Iteration 73Q (65767.440000 sec): 3 clusters
  Score: Raw -31660769.185362 + Penalty 14314.438118 = -31646454.747243
  nChanged 53
		SP:Iteration 74Q (65768.130000 sec): 3 clusters
  Score: Raw -31660774.728179 + Penalty 14314.438118 = -31646460.290061
  nChanged 30
		SP:Iteration 75Q (65768.810000 sec): 3 clusters
  Score: Raw -31660777.910128 + Penalty 14314.438118 = -31646463.472010
  nChanged 24
		SP:Iteration 76Q (65769.490000 sec): 3 clusters
  Score: Raw -31660780.317419 + Penalty 14314.438118 = -31646465.879301
  nChanged 25
		SP:Iteration 77Q (65770.170000 sec): 3 clusters
  Score: Raw -31660782.796227 + Penalty 14314.438118 = -31646468.358108
  nChanged 25
		SP:Iteration 78Q (65770.850000 sec): 3 clusters
  Score: Raw -31660785.270764 + Penalty 14314.438118 = -31646470.832646
  nChanged 30
		SP:Iteration 79Q (65771.530000 sec): 3 clusters
  Score: Raw -31660788.376062 + Penalty 14314.438118 = -31646473.937944
  nChanged 32
		SP:Iteration 80F (65772.440000 sec): 3 clusters
  Score: Raw -31660791.897446 + Penalty 14314.438118 = -31646477.459328
  nChanged 39
		SP:Iteration 81Q (65773.120000 sec): 3 clusters
  Score: Raw -31660797.114515 + Penalty 14314.438118 = -31646482.676397
  nChanged 40
		SP:Iteration 82Q (65773.810000 sec): 3 clusters
  Score: Raw -31660801.877177 + Penalty 14314.438118 = -31646487.439059
  nChanged 41
		SP:Iteration 83Q (65774.490000 sec): 3 clusters
  Score: Raw -31660807.000539 + Penalty 14314.438118 = -31646492.562421
  nChanged 50
		SP:Iteration 84Q (65775.170000 sec): 3 clusters
  Score: Raw -31660813.177256 + Penalty 14314.438118 = -31646498.739137
  nChanged 48
		SP:Iteration 85Q (65775.850000 sec): 3 clusters
  Score: Raw -31660818.634577 + Penalty 14314.438118 = -31646504.196459
  nChanged 44
		SP:Iteration 86Q (65776.530000 sec): 3 clusters
  Score: Raw -31660824.177383 + Penalty 14314.438118 = -31646509.739265
  nChanged 43
		SP:Iteration 87Q (65777.210000 sec): 3 clusters
  Score: Raw -31660829.606380 + Penalty 14314.438118 = -31646515.168261
  nChanged 44
		SP:Iteration 88Q (65777.890000 sec): 3 clusters
  Score: Raw -31660835.453050 + Penalty 14314.438118 = -31646521.014932
  nChanged 45
		SP:Iteration 89Q (65778.570000 sec): 3 clusters
  Score: Raw -31660842.318601 + Penalty 14314.438118 = -31646527.880483
  nChanged 63
		SP:Iteration 90Q (65779.250000 sec): 3 clusters
  Score: Raw -31660851.918790 + Penalty 14314.438118 = -31646537.480672
  nChanged 74
		SP:Iteration 91Q (65779.920000 sec): 3 clusters
  Score: Raw -31660863.858561 + Penalty 14314.438118 = -31646549.420443
  nChanged 81
		SP:Iteration 92Q (65780.600000 sec): 3 clusters
  Score: Raw -31660877.338461 + Penalty 14314.438118 = -31646562.900343
  nChanged 97
		SP:Iteration 93Q (65781.280000 sec): 3 clusters
  Score: Raw -31660894.235317 + Penalty 14314.438118 = -31646579.797199
  nChanged 119
		SP:Iteration 94Q (65781.960000 sec): 3 clusters
  Score: Raw -31660915.239398 + Penalty 14314.438118 = -31646600.801280
  nChanged 110
		SP:Iteration 95Q (65782.640000 sec): 3 clusters
  Score: Raw -31660934.034229 + Penalty 14314.438118 = -31646619.596111
  nChanged 94
		SP:Iteration 96Q (65783.310000 sec): 3 clusters
  Score: Raw -31660949.462833 + Penalty 14314.438118 = -31646635.024714
  nChanged 93
		SP:Iteration 97Q (65783.980000 sec): 3 clusters
  Score: Raw -31660964.427905 + Penalty 14314.438118 = -31646649.989787
  nChanged 105
		SP:Iteration 98Q (65784.660000 sec): 3 clusters
  Score: Raw -31660981.573903 + Penalty 14314.438118 = -31646667.135785
  nChanged 105
		SP:Iteration 99Q (65785.340000 sec): 3 clusters
  Score: Raw -31660997.690029 + Penalty 14314.438118 = -31646683.251910
  nChanged 99
		SP:Iteration 100F (65786.250000 sec): 3 clusters
  Score: Raw -31661016.512478 + Penalty 14314.438118 = -31646702.074359
  nChanged 106
		SP:Iteration 101Q (65786.920000 sec): 3 clusters
  Score: Raw -31661036.446204 + Penalty 14314.438118 = -31646722.008085
  nChanged 111
		SP:Iteration 102Q (65787.600000 sec): 3 clusters
  Score: Raw -31661055.277916 + Penalty 14314.438118 = -31646740.839797
  nChanged 102
		SP:Iteration 103Q (65788.270000 sec): 3 clusters
  Score: Raw -31661073.760171 + Penalty 14314.438118 = -31646759.322053
  nChanged 129
		SP:Iteration 104Q (65788.940000 sec): 3 clusters
  Score: Raw -31661098.916525 + Penalty 14314.438118 = -31646784.478407
  nChanged 123
		SP:Iteration 105Q (65789.620000 sec): 3 clusters
  Score: Raw -31661124.704198 + Penalty 14314.438118 = -31646810.266079
  nChanged 121
		SP:Iteration 106Q (65790.290000 sec): 3 clusters
  Score: Raw -31661149.007922 + Penalty 14314.438118 = -31646834.569804
  nChanged 137
		SP:Iteration 107Q (65790.960000 sec): 3 clusters
  Score: Raw -31661181.172922 + Penalty 14314.438118 = -31646866.734804
  nChanged 133
		SP:Iteration 108Q (65791.630000 sec): 3 clusters
  Score: Raw -31661212.175620 + Penalty 14314.438118 = -31646897.737502
  nChanged 133
		SP:Iteration 109Q (65792.300000 sec): 3 clusters
  Score: Raw -31661242.370408 + Penalty 14314.438118 = -31646927.932289
  nChanged 126
		SP:Iteration 110Q (65792.960000 sec): 3 clusters
  Score: Raw -31661270.945308 + Penalty 14314.438118 = -31646956.507190
  nChanged 107
		SP:Iteration 111Q (65793.630000 sec): 3 clusters
  Score: Raw -31661292.432871 + Penalty 14314.438118 = -31646977.994753
  nChanged 98
		SP:Iteration 112Q (65794.300000 sec): 3 clusters
  Score: Raw -31661311.151453 + Penalty 14314.438118 = -31646996.713334
  nChanged 94
		SP:Iteration 113Q (65794.960000 sec): 3 clusters
  Score: Raw -31661327.791625 + Penalty 14314.438118 = -31647013.353507
  nChanged 81
		SP:Iteration 114Q (65795.620000 sec): 3 clusters
  Score: Raw -31661342.279727 + Penalty 14314.438118 = -31647027.841608
  nChanged 63
		SP:Iteration 115Q (65796.280000 sec): 3 clusters
  Score: Raw -31661353.913161 + Penalty 14314.438118 = -31647039.475043
  nChanged 64
		SP:Iteration 116Q (65796.940000 sec): 3 clusters
  Score: Raw -31661367.028475 + Penalty 14314.438118 = -31647052.590357
  nChanged 70
		SP:Iteration 117Q (65797.600000 sec): 3 clusters
  Score: Raw -31661381.547243 + Penalty 14314.438118 = -31647067.109125
  nChanged 66
		SP:Iteration 118Q (65798.260000 sec): 3 clusters
  Score: Raw -31661393.156729 + Penalty 14314.438118 = -31647078.718611
  nChanged 61
		SP:Iteration 119Q (65798.920000 sec): 3 clusters
  Score: Raw -31661404.488613 + Penalty 14314.438118 = -31647090.050495
  nChanged 71
		SP:Iteration 120F (65799.830000 sec): 3 clusters
  Score: Raw -31661419.577893 + Penalty 14314.438118 = -31647105.139775
  nChanged 70
		SP:Iteration 121Q (65800.490000 sec): 3 clusters
  Score: Raw -31661434.476296 + Penalty 14314.438118 = -31647120.038177
  nChanged 70
		SP:Iteration 122Q (65801.140000 sec): 3 clusters
  Score: Raw -31661447.578064 + Penalty 14314.438118 = -31647133.139946
  nChanged 63
		SP:Iteration 123Q (65801.800000 sec): 3 clusters
  Score: Raw -31661461.817959 + Penalty 14314.438118 = -31647147.379841
  nChanged 75
		SP:Iteration 124Q (65802.450000 sec): 3 clusters
  Score: Raw -31661479.009501 + Penalty 14314.438118 = -31647164.571383
  nChanged 60
		SP:Iteration 125Q (65803.110000 sec): 3 clusters
  Score: Raw -31661492.982271 + Penalty 14314.438118 = -31647178.544153
  nChanged 69
		SP:Iteration 126Q (65803.760000 sec): 3 clusters
  Score: Raw -31661508.328199 + Penalty 14314.438118 = -31647193.890081
  nChanged 62
		SP:Iteration 127Q (65804.420000 sec): 3 clusters
  Score: Raw -31661521.246195 + Penalty 14314.438118 = -31647206.808077
  nChanged 52
		SP:Iteration 128Q (65805.070000 sec): 3 clusters
  Score: Raw -31661532.009009 + Penalty 14314.438118 = -31647217.570891
  nChanged 42
		SP:Iteration 129Q (65805.720000 sec): 3 clusters
  Score: Raw -31661542.553788 + Penalty 14314.438118 = -31647228.115670
  nChanged 53
		SP:Iteration 130Q (65806.370000 sec): 3 clusters
  Score: Raw -31661553.878309 + Penalty 14314.438118 = -31647239.440191
  nChanged 66
		SP:Iteration 131Q (65807.030000 sec): 3 clusters
  Score: Raw -31661567.399803 + Penalty 14314.438118 = -31647252.961685
  nChanged 59
		SP:Iteration 132Q (65807.680000 sec): 3 clusters
  Score: Raw -31661580.419406 + Penalty 14314.438118 = -31647265.981288
  nChanged 57
		SP:Iteration 133Q (65808.330000 sec): 3 clusters
  Score: Raw -31661591.819495 + Penalty 14314.438118 = -31647277.381376
  nChanged 52
		SP:Iteration 134Q (65808.980000 sec): 3 clusters
  Score: Raw -31661602.892136 + Penalty 14314.438118 = -31647288.454017
  nChanged 62
		SP:Iteration 135Q (65809.630000 sec): 3 clusters
  Score: Raw -31661617.637581 + Penalty 14314.438118 = -31647303.199462
  nChanged 55
		SP:Iteration 136Q (65810.280000 sec): 3 clusters
  Score: Raw -31661630.870514 + Penalty 14314.438118 = -31647316.432396
  nChanged 49
		SP:Iteration 137Q (65810.930000 sec): 3 clusters
  Score: Raw -31661643.385859 + Penalty 14314.438118 = -31647328.947741
  nChanged 53
		SP:Iteration 138Q (65811.580000 sec): 3 clusters
  Score: Raw -31661657.904246 + Penalty 14314.438118 = -31647343.466127
  nChanged 76
		SP:Iteration 139Q (65812.230000 sec): 3 clusters
  Score: Raw -31661677.613014 + Penalty 14314.438118 = -31647363.174896
  nChanged 60
		SP:Iteration 140F (65813.130000 sec): 3 clusters
  Score: Raw -31661693.240340 + Penalty 14314.438118 = -31647378.802222
  nChanged 53
		SP:Iteration 141Q (65813.790000 sec): 3 clusters
  Score: Raw -31661708.366685 + Penalty 14314.438118 = -31647393.928567
  nChanged 64
		SP:Iteration 142Q (65814.430000 sec): 3 clusters
  Score: Raw -31661727.391435 + Penalty 14314.438118 = -31647412.953317
  nChanged 66
		SP:Iteration 143Q (65815.080000 sec): 3 clusters
  Score: Raw -31661744.252762 + Penalty 14314.438118 = -31647429.814644
  nChanged 56
		SP:Iteration 144Q (65815.730000 sec): 3 clusters
  Score: Raw -31661759.282126 + Penalty 14314.438118 = -31647444.844008
  nChanged 55
		SP:Iteration 145Q (65816.370000 sec): 3 clusters
  Score: Raw -31661771.500242 + Penalty 14314.438118 = -31647457.062123
  nChanged 51
		SP:Iteration 146Q (65817.010000 sec): 3 clusters
  Score: Raw -31661783.811007 + Penalty 14314.438118 = -31647469.372889
  nChanged 52
		SP:Iteration 147Q (65817.660000 sec): 3 clusters
  Score: Raw -31661799.228466 + Penalty 14314.438118 = -31647484.790348
  nChanged 54
		SP:Iteration 148Q (65818.300000 sec): 3 clusters
  Score: Raw -31661813.599482 + Penalty 14314.438118 = -31647499.161363
  nChanged 53
		SP:Iteration 149Q (65818.950000 sec): 3 clusters
  Score: Raw -31661827.883592 + Penalty 14314.438118 = -31647513.445473
  nChanged 46
		SP:Iteration 150Q (65819.590000 sec): 3 clusters
  Score: Raw -31661840.292821 + Penalty 14314.438118 = -31647525.854702
  nChanged 38
		SP:Iteration 151Q (65820.230000 sec): 3 clusters
  Score: Raw -31661849.330435 + Penalty 14314.438118 = -31647534.892317
  nChanged 32
		SP:Iteration 152Q (65820.880000 sec): 3 clusters
  Score: Raw -31661858.300454 + Penalty 14314.438118 = -31647543.862336
  nChanged 33
		SP:Iteration 153Q (65821.520000 sec): 3 clusters
  Score: Raw -31661867.915462 + Penalty 14314.438118 = -31647553.477344
  nChanged 35
		SP:Iteration 154Q (65822.160000 sec): 3 clusters
  Score: Raw -31661876.784199 + Penalty 14314.438118 = -31647562.346081
  nChanged 32
		SP:Iteration 155Q (65822.810000 sec): 3 clusters
  Score: Raw -31661885.592047 + Penalty 14314.438118 = -31647571.153929
  nChanged 32
		SP:Iteration 156Q (65823.450000 sec): 3 clusters
  Score: Raw -31661894.038420 + Penalty 14314.438118 = -31647579.600302
  nChanged 44
		SP:Iteration 157Q (65824.080000 sec): 3 clusters
  Score: Raw -31661905.799100 + Penalty 14314.438118 = -31647591.360982
  nChanged 35
		SP:Iteration 158Q (65824.720000 sec): 3 clusters
  Score: Raw -31661915.193056 + Penalty 14314.438118 = -31647600.754938
  nChanged 35
		SP:Iteration 159Q (65825.360000 sec): 3 clusters
  Score: Raw -31661925.619038 + Penalty 14314.438118 = -31647611.180920
  nChanged 37
		SP:Iteration 160F (65826.260000 sec): 3 clusters
  Score: Raw -31661934.877997 + Penalty 14314.438118 = -31647620.439879
  nChanged 31
		SP:Iteration 161Q (65826.890000 sec): 3 clusters
  Score: Raw -31661943.450549 + Penalty 14314.438118 = -31647629.012431
  nChanged 28
		SP:Iteration 162Q (65827.530000 sec): 3 clusters
  Score: Raw -31661949.170099 + Penalty 14314.438118 = -31647634.731981
  nChanged 21
		SP:Iteration 163Q (65828.170000 sec): 3 clusters
  Score: Raw -31661954.912308 + Penalty 14314.438118 = -31647640.474190
  nChanged 29
		SP:Iteration 164Q (65828.800000 sec): 3 clusters
  Score: Raw -31661962.679309 + Penalty 14314.438118 = -31647648.241191
  nChanged 27
		SP:Iteration 165Q (65829.440000 sec): 3 clusters
  Score: Raw -31661970.459362 + Penalty 14314.438118 = -31647656.021244
  nChanged 18
		SP:Iteration 166Q (65830.070000 sec): 3 clusters
  Score: Raw -31661974.418167 + Penalty 14314.438118 = -31647659.980049
  nChanged 15
		SP:Iteration 167Q (65830.710000 sec): 3 clusters
  Score: Raw -31661978.605577 + Penalty 14314.438118 = -31647664.167459
  nChanged 15
		SP:Iteration 168Q (65831.340000 sec): 3 clusters
  Score: Raw -31661982.847685 + Penalty 14314.438118 = -31647668.409567
  nChanged 11
		SP:Iteration 169Q (65831.970000 sec): 3 clusters
  Score: Raw -31661985.558039 + Penalty 14314.438118 = -31647671.119921
  nChanged 5
		SP:Iteration 170Q (65832.610000 sec): 3 clusters
  Score: Raw -31661986.471247 + Penalty 14314.438118 = -31647672.033129
  nChanged 5
		SP:Iteration 171Q (65833.240000 sec): 3 clusters
  Score: Raw -31661987.316479 + Penalty 14314.438118 = -31647672.878361
  nChanged 3
		SP:Iteration 172Q (65833.880000 sec): 3 clusters
  Score: Raw -31661988.021424 + Penalty 14314.438118 = -31647673.583306
  nChanged 2
		SP:Iteration 173Q (65834.510000 sec): 3 clusters
  Score: Raw -31661988.280917 + Penalty 14314.438118 = -31647673.842798
  nChanged 4
		SP:Iteration 174Q (65835.150000 sec): 3 clusters
  Score: Raw -31661989.245369 + Penalty 14314.438118 = -31647674.807250
  nChanged 6
		SP:Iteration 175Q (65835.780000 sec): 3 clusters
  Score: Raw -31661990.858894 + Penalty 14314.438118 = -31647676.420775
  nChanged 7
		SP:Iteration 176Q (65836.420000 sec): 3 clusters
  Score: Raw -31661993.001030 + Penalty 14314.438118 = -31647678.562912
  nChanged 8
		SP:Iteration 177Q (65837.060000 sec): 3 clusters
  Score: Raw -31661994.378915 + Penalty 14314.438118 = -31647679.940797
  nChanged 5
		SP:Iteration 178Q (65837.700000 sec): 3 clusters
  Score: Raw -31661995.883522 + Penalty 14314.438118 = -31647681.445404
  nChanged 7
		SP:Iteration 179Q (65838.330000 sec): 3 clusters
  Score: Raw -31661997.623664 + Penalty 14314.438118 = -31647683.185546
  nChanged 11
		SP:Iteration 180F (65839.230000 sec): 3 clusters
  Score: Raw -31662000.759918 + Penalty 14314.438118 = -31647686.321800
  nChanged 14
		SP:Iteration 181Q (65839.860000 sec): 3 clusters
  Score: Raw -31662004.472902 + Penalty 14314.438118 = -31647690.034784
  nChanged 9
		SP:Iteration 182Q (65840.500000 sec): 3 clusters
  Score: Raw -31662006.899264 + Penalty 14314.438118 = -31647692.461146
  nChanged 8
		SP:Iteration 183Q (65841.130000 sec): 3 clusters
  Score: Raw -31662009.022369 + Penalty 14314.438118 = -31647694.584251
  nChanged 5
		SP:Iteration 184Q (65841.770000 sec): 3 clusters
  Score: Raw -31662010.130186 + Penalty 14314.438118 = -31647695.692068
  nChanged 6
		SP:Iteration 185Q (65842.400000 sec): 3 clusters
  Score: Raw -31662011.572651 + Penalty 14314.438118 = -31647697.134533
  nChanged 4
		SP:Iteration 186Q (65843.040000 sec): 3 clusters
  Score: Raw -31662012.559072 + Penalty 14314.438118 = -31647698.120953
  nChanged 4
		SP:Iteration 187Q (65843.670000 sec): 3 clusters
  Score: Raw -31662013.815123 + Penalty 14314.438118 = -31647699.377005
  nChanged 6
		SP:Iteration 188Q (65844.310000 sec): 3 clusters
  Score: Raw -31662015.218024 + Penalty 14314.438118 = -31647700.779905
  nChanged 3
		SP:Iteration 189Q (65844.940000 sec): 3 clusters
  Score: Raw -31662016.026147 + Penalty 14314.438118 = -31647701.588029
  nChanged 2
		SP:Iteration 190Q (65845.580000 sec): 3 clusters
  Score: Raw -31662016.630562 + Penalty 14314.438118 = -31647702.192443
  nChanged 7
		SP:Iteration 191Q (65846.210000 sec): 3 clusters
  Score: Raw -31662018.269929 + Penalty 14314.438118 = -31647703.831810
  nChanged 3
		SP:Iteration 192Q (65846.850000 sec): 3 clusters
  Score: Raw -31662019.058101 + Penalty 14314.438118 = -31647704.619983
  nChanged 3
		SP:Iteration 193Q (65847.480000 sec): 3 clusters
  Score: Raw -31662019.902584 + Penalty 14314.438118 = -31647705.464466
  nChanged 3
		SP:Iteration 194Q (65848.120000 sec): 3 clusters
  Score: Raw -31662020.524681 + Penalty 14314.438118 = -31647706.086563
  nChanged 2
		SP:Iteration 195Q (65848.750000 sec): 3 clusters
  Score: Raw -31662021.075039 + Penalty 14314.438118 = -31647706.636920
  nChanged 3
		SP:Iteration 196Q (65849.390000 sec): 3 clusters
  Score: Raw -31662021.834892 + Penalty 14314.438118 = -31647707.396774
  nChanged 5
		SP:Iteration 197Q (65850.020000 sec): 3 clusters
  Score: Raw -31662023.055226 + Penalty 14314.438118 = -31647708.617108
  nChanged 5
		SP:Iteration 198Q (65850.660000 sec): 3 clusters
  Score: Raw -31662024.163856 + Penalty 14314.438118 = -31647709.725737
  nChanged 4
		SP:Iteration 199Q (65851.290000 sec): 3 clusters
  Score: Raw -31662025.165180 + Penalty 14314.438118 = -31647710.727062
  nChanged 5
		SP:Iteration 200F (65852.190000 sec): 3 clusters
  Score: Raw -31662026.243580 + Penalty 14314.438118 = -31647711.805461
  nChanged 1
		SP:Iteration 201Q (65852.830000 sec): 3 clusters
  Score: Raw -31662026.712976 + Penalty 14314.438118 = -31647712.274857
  nChanged 1
		SP:Iteration 202Q (65853.460000 sec): 3 clusters
  Score: Raw -31662026.861075 + Penalty 14314.438118 = -31647712.422957
  nChanged 0
		SP:Iteration 203F (65854.370000 sec): 3 clusters
  Score: Raw -31662026.861075 + Penalty 14314.438118 = -31647712.422957
  nChanged 0
Iteration 659Q (65887.670000 sec): 56 clusters
  Score: Raw -522539816.841223 + Penalty 488646.756571 = -522051170.084653
  nChanged 125
Iteration 660F (66183.420000 sec): 56 clusters
  Score: Raw -522539824.508330 + Penalty 488646.756571 = -522051177.751759
  nChanged 137
Iteration 661Q (66216.750000 sec): 56 clusters
  Score: Raw -522539832.463932 + Penalty 488646.756571 = -522051185.707361
  nChanged 122
Iteration 662Q (66250.110000 sec): 56 clusters
  Score: Raw -522539839.536758 + Penalty 488646.756571 = -522051192.780187
  nChanged 131
Iteration 663Q (66283.470000 sec): 56 clusters
  Score: Raw -522539846.846644 + Penalty 488646.756571 = -522051200.090073
  nChanged 128
Iteration 664Q (66316.890000 sec): 56 clusters
  Score: Raw -522539856.238775 + Penalty 488646.756571 = -522051209.482204
  nChanged 129
Iteration 665Q (66350.260000 sec): 56 clusters
  Score: Raw -522539865.036796 + Penalty 488646.756571 = -522051218.280225
  nChanged 119
Iteration 666Q (66383.600000 sec): 56 clusters
  Score: Raw -522539873.992847 + Penalty 488646.756571 = -522051227.236276
  nChanged 127
Iteration 667Q (66417.030000 sec): 56 clusters
  Score: Raw -522539883.475290 + Penalty 488646.756571 = -522051236.718720
  nChanged 137
Iteration 668Q (66450.410000 sec): 56 clusters
  Score: Raw -522539891.492257 + Penalty 488646.756571 = -522051244.735687
  nChanged 113
Iteration 669Q (66483.700000 sec): 56 clusters
  Score: Raw -522539898.654552 + Penalty 488646.756571 = -522051251.897981
  nChanged 107
Iteration 670Q (66517.010000 sec): 56 clusters
  Score: Raw -522539904.961509 + Penalty 488646.756571 = -522051258.204938
  nChanged 89
Iteration 671Q (66550.290000 sec): 56 clusters
  Score: Raw -522539909.757703 + Penalty 488646.756571 = -522051263.001132
  nChanged 82
Iteration 672Q (66583.560000 sec): 56 clusters
  Score: Raw -522539913.938564 + Penalty 488646.756571 = -522051267.181993
  nChanged 74
Iteration 673Q (66616.830000 sec): 56 clusters
  Score: Raw -522539917.575968 + Penalty 488646.756571 = -522051270.819397
  nChanged 74
Iteration 674Q (66650.100000 sec): 56 clusters
  Score: Raw -522539921.378709 + Penalty 488646.756571 = -522051274.622138
  nChanged 77
Iteration 675Q (66683.380000 sec): 56 clusters
  Score: Raw -522539926.261703 + Penalty 488646.756571 = -522051279.505132
  nChanged 83
Iteration 676Q (66716.690000 sec): 56 clusters
  Score: Raw -522539931.588354 + Penalty 488646.756571 = -522051284.831783
  nChanged 78
Iteration 677Q (66750.000000 sec): 56 clusters
  Score: Raw -522539936.861126 + Penalty 488646.756571 = -522051290.104556
  nChanged 101
Iteration 678Q (66783.240000 sec): 56 clusters
  Score: Raw -522539944.031694 + Penalty 488646.756571 = -522051297.275124
  nChanged 102
Iteration 679Q (66816.250000 sec): 56 clusters
  Score: Raw -522539951.406225 + Penalty 488646.756571 = -522051304.649654
  nChanged 105
Iteration 680F (67103.990000 sec): 56 clusters
  Score: Raw -522539958.724714 + Penalty 488646.756571 = -522051311.968143
  nChanged 100
Iteration 681Q (67139.040000 sec): 56 clusters
  Score: Raw -522539964.447413 + Penalty 488646.756571 = -522051317.690842
  nChanged 94
Iteration 682Q (67174.140000 sec): 56 clusters
  Score: Raw -522539969.472534 + Penalty 488646.756571 = -522051322.715964
  nChanged 81
Iteration 683Q (67209.280000 sec): 56 clusters
  Score: Raw -522539973.972027 + Penalty 488646.756571 = -522051327.215456
  nChanged 65
Iteration 684Q (67244.340000 sec): 56 clusters
  Score: Raw -522539977.730068 + Penalty 488646.756571 = -522051330.973497
  nChanged 63
Iteration 685Q (67279.220000 sec): 56 clusters
  Score: Raw -522539980.654042 + Penalty 488646.756571 = -522051333.897472
  nChanged 55
Iteration 686Q (67314.390000 sec): 56 clusters
  Score: Raw -522539983.223345 + Penalty 488646.756571 = -522051336.466774
  nChanged 62
Iteration 687Q (67349.550000 sec): 56 clusters
  Score: Raw -522539985.892309 + Penalty 488646.756571 = -522051339.135738
  nChanged 62
Iteration 688Q (67384.680000 sec): 56 clusters
  Score: Raw -522539988.870589 + Penalty 488646.756571 = -522051342.114018
  nChanged 61
Iteration 689Q (67419.840000 sec): 56 clusters
  Score: Raw -522539992.144469 + Penalty 488646.756571 = -522051345.387898
  nChanged 53
Iteration 690Q (67454.980000 sec): 56 clusters
  Score: Raw -522539995.067875 + Penalty 488646.756571 = -522051348.311304
  nChanged 67
Iteration 691Q (67490.100000 sec): 56 clusters
  Score: Raw -522539998.697762 + Penalty 488646.756571 = -522051351.941191
  nChanged 49
Iteration 692Q (67525.210000 sec): 56 clusters
  Score: Raw -522540001.688422 + Penalty 488646.756571 = -522051354.931851
  nChanged 43
Iteration 693Q (67559.900000 sec): 56 clusters
  Score: Raw -522540004.621726 + Penalty 488646.756571 = -522051357.865156
  nChanged 52
Iteration 694Q (67594.810000 sec): 56 clusters
  Score: Raw -522540007.215168 + Penalty 488646.756571 = -522051360.458597
  nChanged 42
Iteration 695Q (67629.910000 sec): 56 clusters
  Score: Raw -522540009.285689 + Penalty 488646.756571 = -522051362.529119
  nChanged 45
Iteration 696Q (67663.330000 sec): 56 clusters
  Score: Raw -522540011.518770 + Penalty 488646.756571 = -522051364.762200
  nChanged 50
Iteration 697Q (67696.170000 sec): 56 clusters
  Score: Raw -522540013.928206 + Penalty 488646.756571 = -522051367.171635
  nChanged 58
Iteration 698Q (67728.840000 sec): 56 clusters
  Score: Raw -522540016.843484 + Penalty 488646.756571 = -522051370.086913
  nChanged 38
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522540016.843484 + Penalty 488646.756571 = -522051370.086913
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (44273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67729.400000 sec): 2 clusters
  Score: Raw -11224776.205540 + Penalty 6552.604802 = -11218223.600738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67729.720000 sec): 3 clusters
  Score: Raw -11199270.603075 + Penalty 13105.209605 = -11186165.393470
  nChanged 19174
		SP:Iteration 1F (67730.060000 sec): 3 clusters
  Score: Raw -11209846.377018 + Penalty 13105.209605 = -11196741.167414
  nChanged 2420
		SP:Iteration 2F (67730.380000 sec): 3 clusters
  Score: Raw -11210827.350771 + Penalty 13105.209605 = -11197722.141167
  nChanged 2143
		SP:Iteration 3Q (67730.720000 sec): 3 clusters
  Score: Raw -11211728.901060 + Penalty 13105.209605 = -11198623.691455
  nChanged 1994
		SP:Iteration 4Q (67731.050000 sec): 3 clusters
  Score: Raw -11212617.974362 + Penalty 13105.209605 = -11199512.764757
  nChanged 1945
		SP:Iteration 5Q (67731.380000 sec): 3 clusters
  Score: Raw -11213470.886239 + Penalty 13105.209605 = -11200365.676634
  nChanged 1901
		SP:Iteration 6Q (67731.720000 sec): 3 clusters
  Score: Raw -11214313.743558 + Penalty 13105.209605 = -11201208.533953
  nChanged 1878
		SP:Iteration 7Q (67732.050000 sec): 3 clusters
  Score: Raw -11215242.486383 + Penalty 13105.209605 = -11202137.276779
  nChanged 1914
		SP:Iteration 8Q (67732.380000 sec): 3 clusters
  Score: Raw -11216269.679335 + Penalty 13105.209605 = -11203164.469730
  nChanged 1907
		SP:Iteration 9Q (67732.720000 sec): 3 clusters
  Score: Raw -11217223.543922 + Penalty 13105.209605 = -11204118.334317
  nChanged 1840
		SP:Iteration 10Q (67733.050000 sec): 3 clusters
  Score: Raw -11218088.677505 + Penalty 13105.209605 = -11204983.467901
  nChanged 1670
		SP:Iteration 11Q (67733.390000 sec): 3 clusters
  Score: Raw -11218803.524950 + Penalty 13105.209605 = -11205698.315346
  nChanged 1514
		SP:Iteration 12Q (67733.710000 sec): 3 clusters
  Score: Raw -11219422.897025 + Penalty 13105.209605 = -11206317.687421
  nChanged 1349
		SP:Iteration 13Q (67734.030000 sec): 3 clusters
  Score: Raw -11219949.096403 + Penalty 13105.209605 = -11206843.886798
  nChanged 1248
		SP:Iteration 14Q (67734.340000 sec): 3 clusters
  Score: Raw -11220455.688948 + Penalty 13105.209605 = -11207350.479343
  nChanged 1153
		SP:Iteration 15Q (67734.660000 sec): 3 clusters
  Score: Raw -11220898.035362 + Penalty 13105.209605 = -11207792.825758
  nChanged 1074
		SP:Iteration 16Q (67734.980000 sec): 3 clusters
  Score: Raw -11221271.957549 + Penalty 13105.209605 = -11208166.747945
  nChanged 1023
		SP:Iteration 17Q (67735.300000 sec): 3 clusters
  Score: Raw -11221613.306865 + Penalty 13105.209605 = -11208508.097260
  nChanged 910
		SP:Iteration 18Q (67735.610000 sec): 3 clusters
  Score: Raw -11221894.403563 + Penalty 13105.209605 = -11208789.193958
  nChanged 826
		SP:Iteration 19Q (67735.930000 sec): 3 clusters
  Score: Raw -11222171.207629 + Penalty 13105.209605 = -11209065.998025
  nChanged 842
		SP:Iteration 20F (67736.250000 sec): 3 clusters
  Score: Raw -11222475.908621 + Penalty 13105.209605 = -11209370.699016
  nChanged 881
		SP:Iteration 21Q (67736.570000 sec): 3 clusters
  Score: Raw -11222810.620206 + Penalty 13105.209605 = -11209705.410602
  nChanged 873
		SP:Iteration 22Q (67736.880000 sec): 3 clusters
  Score: Raw -11223163.304050 + Penalty 13105.209605 = -11210058.094446
  nChanged 808
		SP:Iteration 23Q (67737.190000 sec): 3 clusters
  Score: Raw -11223486.920011 + Penalty 13105.209605 = -11210381.710406
  nChanged 788
		SP:Iteration 24Q (67737.510000 sec): 3 clusters
  Score: Raw -11223818.695822 + Penalty 13105.209605 = -11210713.486218
  nChanged 768
		SP:Iteration 25Q (67737.820000 sec): 3 clusters
  Score: Raw -11224124.767312 + Penalty 13105.209605 = -11211019.557707
  nChanged 718
		SP:Iteration 26Q (67738.130000 sec): 3 clusters
  Score: Raw -11224379.482010 + Penalty 13105.209605 = -11211274.272405
  nChanged 684
		SP:Iteration 27Q (67738.450000 sec): 3 clusters
  Score: Raw -11224620.669713 + Penalty 13105.209605 = -11211515.460108
  nChanged 650
		SP:Iteration 28Q (67738.750000 sec): 3 clusters
  Score: Raw -11224846.814602 + Penalty 13105.209605 = -11211741.604998
  nChanged 620
		SP:Iteration 29Q (67739.070000 sec): 3 clusters
  Score: Raw -11225060.278650 + Penalty 13105.209605 = -11211955.069045
  nChanged 627
		SP:Iteration 30Q (67739.370000 sec): 3 clusters
  Score: Raw -11225279.633829 + Penalty 13105.209605 = -11212174.424224
  nChanged 618
		SP:Iteration 31Q (67739.680000 sec): 3 clusters
  Score: Raw -11225510.275414 + Penalty 13105.209605 = -11212405.065810
  nChanged 582
		SP:Iteration 32Q (67739.980000 sec): 3 clusters
  Score: Raw -11225732.399566 + Penalty 13105.209605 = -11212627.189961
  nChanged 565
		SP:Iteration 33Q (67740.280000 sec): 3 clusters
  Score: Raw -11225962.832886 + Penalty 13105.209605 = -11212857.623281
  nChanged 610
		SP:Iteration 34Q (67740.580000 sec): 3 clusters
  Score: Raw -11226217.592066 + Penalty 13105.209605 = -11213112.382461
  nChanged 553
		SP:Iteration 35Q (67740.870000 sec): 3 clusters
  Score: Raw -11226453.771031 + Penalty 13105.209605 = -11213348.561426
  nChanged 517
		SP:Iteration 36Q (67741.170000 sec): 3 clusters
  Score: Raw -11226666.211256 + Penalty 13105.209605 = -11213561.001651
  nChanged 453
		SP:Iteration 37Q (67741.460000 sec): 3 clusters
  Score: Raw -11226845.213596 + Penalty 13105.209605 = -11213740.003991
  nChanged 422
		SP:Iteration 38Q (67741.750000 sec): 3 clusters
  Score: Raw -11226990.034209 + Penalty 13105.209605 = -11213884.824605
  nChanged 363
		SP:Iteration 39Q (67742.030000 sec): 3 clusters
  Score: Raw -11227098.751431 + Penalty 13105.209605 = -11213993.541827
  nChanged 282
		SP:Iteration 40F (67742.350000 sec): 3 clusters
  Score: Raw -11227175.164620 + Penalty 13105.209605 = -11214069.955015
  nChanged 259
		SP:Iteration 41Q (67742.640000 sec): 3 clusters
  Score: Raw -11227246.285250 + Penalty 13105.209605 = -11214141.075645
  nChanged 246
		SP:Iteration 42Q (67742.930000 sec): 3 clusters
  Score: Raw -11227314.633010 + Penalty 13105.209605 = -11214209.423406
  nChanged 246
		SP:Iteration 43Q (67743.220000 sec): 3 clusters
  Score: Raw -11227380.090080 + Penalty 13105.209605 = -11214274.880476
  nChanged 203
		SP:Iteration 44Q (67743.500000 sec): 3 clusters
  Score: Raw -11227428.543994 + Penalty 13105.209605 = -11214323.334389
  nChanged 181
		SP:Iteration 45Q (67743.790000 sec): 3 clusters
  Score: Raw -11227468.914843 + Penalty 13105.209605 = -11214363.705238
  nChanged 174
		SP:Iteration 46Q (67744.070000 sec): 3 clusters
  Score: Raw -11227502.919997 + Penalty 13105.209605 = -11214397.710393
  nChanged 135
		SP:Iteration 47Q (67744.350000 sec): 3 clusters
  Score: Raw -11227528.930599 + Penalty 13105.209605 = -11214423.720994
  nChanged 116
		SP:Iteration 48Q (67744.630000 sec): 3 clusters
  Score: Raw -11227549.081938 + Penalty 13105.209605 = -11214443.872333
  nChanged 108
		SP:Iteration 49Q (67744.910000 sec): 3 clusters
  Score: Raw -11227567.197534 + Penalty 13105.209605 = -11214461.987930
  nChanged 105
		SP:Iteration 50Q (67745.190000 sec): 3 clusters
  Score: Raw -11227585.411849 + Penalty 13105.209605 = -11214480.202245
  nChanged 98
		SP:Iteration 51Q (67745.470000 sec): 3 clusters
  Score: Raw -11227604.248351 + Penalty 13105.209605 = -11214499.038747
  nChanged 101
		SP:Iteration 52Q (67745.740000 sec): 3 clusters
  Score: Raw -11227623.073168 + Penalty 13105.209605 = -11214517.863564
  nChanged 103
		SP:Iteration 53Q (67746.020000 sec): 3 clusters
  Score: Raw -11227641.118188 + Penalty 13105.209605 = -11214535.908584
  nChanged 108
		SP:Iteration 54Q (67746.290000 sec): 3 clusters
  Score: Raw -11227660.743650 + Penalty 13105.209605 = -11214555.534045
  nChanged 97
		SP:Iteration 55Q (67746.570000 sec): 3 clusters
  Score: Raw -11227679.697279 + Penalty 13105.209605 = -11214574.487674
  nChanged 99
		SP:Iteration 56Q (67746.830000 sec): 3 clusters
  Score: Raw -11227699.524707 + Penalty 13105.209605 = -11214594.315103
  nChanged 92
		SP:Iteration 57Q (67747.100000 sec): 3 clusters
  Score: Raw -11227718.507666 + Penalty 13105.209605 = -11214613.298062
  nChanged 92
		SP:Iteration 58Q (67747.380000 sec): 3 clusters
  Score: Raw -11227734.449549 + Penalty 13105.209605 = -11214629.239945
  nChanged 69
		SP:Iteration 59Q (67747.650000 sec): 3 clusters
  Score: Raw -11227747.390572 + Penalty 13105.209605 = -11214642.180967
  nChanged 77
		SP:Iteration 60F (67747.970000 sec): 3 clusters
  Score: Raw -11227765.552286 + Penalty 13105.209605 = -11214660.342682
  nChanged 92
		SP:Iteration 61Q (67748.240000 sec): 3 clusters
  Score: Raw -11227787.597392 + Penalty 13105.209605 = -11214682.387788
  nChanged 92
		SP:Iteration 62Q (67748.510000 sec): 3 clusters
  Score: Raw -11227815.260190 + Penalty 13105.209605 = -11214710.050585
  nChanged 119
		SP:Iteration 63Q (67748.780000 sec): 3 clusters
  Score: Raw -11227866.422566 + Penalty 13105.209605 = -11214761.212962
  nChanged 146
		SP:Iteration 64Q (67749.050000 sec): 3 clusters
  Score: Raw -11227930.654042 + Penalty 13105.209605 = -11214825.444437
  nChanged 130
		SP:Iteration 65Q (67749.320000 sec): 3 clusters
  Score: Raw -11227991.084782 + Penalty 13105.209605 = -11214885.875177
  nChanged 124
		SP:Iteration 66Q (67749.590000 sec): 3 clusters
  Score: Raw -11228049.968340 + Penalty 13105.209605 = -11214944.758736
  nChanged 124
		SP:Iteration 67Q (67749.850000 sec): 3 clusters
  Score: Raw -11228108.574870 + Penalty 13105.209605 = -11215003.365266
  nChanged 134
		SP:Iteration 68Q (67750.110000 sec): 3 clusters
  Score: Raw -11228160.121876 + Penalty 13105.209605 = -11215054.912271
  nChanged 104
		SP:Iteration 69Q (67750.370000 sec): 3 clusters
  Score: Raw -11228191.937352 + Penalty 13105.209605 = -11215086.727748
  nChanged 81
		SP:Iteration 70Q (67750.630000 sec): 3 clusters
  Score: Raw -11228212.819824 + Penalty 13105.209605 = -11215107.610220
  nChanged 73
		SP:Iteration 71Q (67750.900000 sec): 3 clusters
  Score: Raw -11228226.838219 + Penalty 13105.209605 = -11215121.628615
  nChanged 54
		SP:Iteration 72Q (67751.160000 sec): 3 clusters
  Score: Raw -11228236.646971 + Penalty 13105.209605 = -11215131.437366
  nChanged 47
		SP:Iteration 73Q (67751.420000 sec): 3 clusters
  Score: Raw -11228244.012398 + Penalty 13105.209605 = -11215138.802794
  nChanged 35
		SP:Iteration 74Q (67751.680000 sec): 3 clusters
  Score: Raw -11228249.731128 + Penalty 13105.209605 = -11215144.521524
  nChanged 26
		SP:Iteration 75Q (67751.930000 sec): 3 clusters
  Score: Raw -11228253.976606 + Penalty 13105.209605 = -11215148.767001
  nChanged 22
		SP:Iteration 76Q (67752.190000 sec): 3 clusters
  Score: Raw -11228257.218604 + Penalty 13105.209605 = -11215152.008999
  nChanged 17
		SP:Iteration 77Q (67752.450000 sec): 3 clusters
  Score: Raw -11228259.582566 + Penalty 13105.209605 = -11215154.372962
  nChanged 12
		SP:Iteration 78Q (67752.710000 sec): 3 clusters
  Score: Raw -11228261.307769 + Penalty 13105.209605 = -11215156.098164
  nChanged 14
		SP:Iteration 79Q (67752.960000 sec): 3 clusters
  Score: Raw -11228263.511490 + Penalty 13105.209605 = -11215158.301886
  nChanged 8
		SP:Iteration 80F (67753.280000 sec): 3 clusters
  Score: Raw -11228264.254316 + Penalty 13105.209605 = -11215159.044712
  nChanged 5
		SP:Iteration 81Q (67753.540000 sec): 3 clusters
  Score: Raw -11228264.828549 + Penalty 13105.209605 = -11215159.618945
  nChanged 4
		SP:Iteration 82Q (67753.800000 sec): 3 clusters
  Score: Raw -11228265.277615 + Penalty 13105.209605 = -11215160.068011
  nChanged 4
		SP:Iteration 83Q (67754.060000 sec): 3 clusters
  Score: Raw -11228265.701112 + Penalty 13105.209605 = -11215160.491507
  nChanged 4
		SP:Iteration 84Q (67754.320000 sec): 3 clusters
  Score: Raw -11228266.140699 + Penalty 13105.209605 = -11215160.931094
  nChanged 2
		SP:Iteration 85Q (67754.580000 sec): 3 clusters
  Score: Raw -11228266.515779 + Penalty 13105.209605 = -11215161.306174
  nChanged 0
		SP:Iteration 86F (67754.910000 sec): 3 clusters
  Score: Raw -11228266.515779 + Penalty 13105.209605 = -11215161.306174
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (34076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67755.130000 sec): 2 clusters
  Score: Raw -9100647.809252 + Penalty 6392.263519 = -9094255.545733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67755.380000 sec): 3 clusters
  Score: Raw -9081553.396282 + Penalty 12784.527039 = -9068768.869243
  nChanged 14673
		SP:Iteration 1F (67755.630000 sec): 3 clusters
  Score: Raw -9089499.223824 + Penalty 12784.527039 = -9076714.696785
  nChanged 2295
		SP:Iteration 2F (67755.880000 sec): 3 clusters
  Score: Raw -9091054.125514 + Penalty 12784.527039 = -9078269.598475
  nChanged 2444
		SP:Iteration 3F (67756.130000 sec): 3 clusters
  Score: Raw -9093236.016748 + Penalty 12784.527039 = -9080451.489709
  nChanged 2872
		SP:Iteration 4F (67756.380000 sec): 3 clusters
  Score: Raw -9096245.253411 + Penalty 12784.527039 = -9083460.726372
  nChanged 2978
		SP:Iteration 5F (67756.630000 sec): 3 clusters
  Score: Raw -9098987.783453 + Penalty 12784.527039 = -9086203.256414
  nChanged 2476
		SP:Iteration 6F (67756.880000 sec): 3 clusters
  Score: Raw -9100706.774366 + Penalty 12784.527039 = -9087922.247327
  nChanged 1708
		SP:Iteration 7F (67757.130000 sec): 3 clusters
  Score: Raw -9101608.282353 + Penalty 12784.527039 = -9088823.755315
  nChanged 1130
		SP:Iteration 8Q (67757.380000 sec): 3 clusters
  Score: Raw -9102088.672858 + Penalty 12784.527039 = -9089304.145819
  nChanged 711
		SP:Iteration 9Q (67757.630000 sec): 3 clusters
  Score: Raw -9102344.149299 + Penalty 12784.527039 = -9089559.622261
  nChanged 530
		SP:Iteration 10Q (67757.880000 sec): 3 clusters
  Score: Raw -9102513.020647 + Penalty 12784.527039 = -9089728.493608
  nChanged 386
		SP:Iteration 11Q (67758.130000 sec): 3 clusters
  Score: Raw -9102635.342180 + Penalty 12784.527039 = -9089850.815141
  nChanged 358
		SP:Iteration 12Q (67758.370000 sec): 3 clusters
  Score: Raw -9102747.350411 + Penalty 12784.527039 = -9089962.823373
  nChanged 329
		SP:Iteration 13Q (67758.620000 sec): 3 clusters
  Score: Raw -9102850.137574 + Penalty 12784.527039 = -9090065.610535
  nChanged 292
		SP:Iteration 14Q (67758.870000 sec): 3 clusters
  Score: Raw -9102943.726571 + Penalty 12784.527039 = -9090159.199532
  nChanged 278
		SP:Iteration 15Q (67759.110000 sec): 3 clusters
  Score: Raw -9103043.783894 + Penalty 12784.527039 = -9090259.256856
  nChanged 293
		SP:Iteration 16Q (67759.350000 sec): 3 clusters
  Score: Raw -9103156.430773 + Penalty 12784.527039 = -9090371.903734
  nChanged 305
		SP:Iteration 17Q (67759.590000 sec): 3 clusters
  Score: Raw -9103270.895389 + Penalty 12784.527039 = -9090486.368350
  nChanged 268
		SP:Iteration 18Q (67759.840000 sec): 3 clusters
  Score: Raw -9103377.078444 + Penalty 12784.527039 = -9090592.551405
  nChanged 275
		SP:Iteration 19Q (67760.080000 sec): 3 clusters
  Score: Raw -9103503.592418 + Penalty 12784.527039 = -9090719.065379
  nChanged 253
		SP:Iteration 20F (67760.330000 sec): 3 clusters
  Score: Raw -9103619.155885 + Penalty 12784.527039 = -9090834.628846
  nChanged 245
		SP:Iteration 21Q (67760.570000 sec): 3 clusters
  Score: Raw -9103718.546066 + Penalty 12784.527039 = -9090934.019027
  nChanged 227
		SP:Iteration 22Q (67760.810000 sec): 3 clusters
  Score: Raw -9103821.682037 + Penalty 12784.527039 = -9091037.154998
  nChanged 220
		SP:Iteration 23Q (67761.060000 sec): 3 clusters
  Score: Raw -9103940.154049 + Penalty 12784.527039 = -9091155.627010
  nChanged 251
		SP:Iteration 24Q (67761.300000 sec): 3 clusters
  Score: Raw -9104065.286495 + Penalty 12784.527039 = -9091280.759456
  nChanged 219
		SP:Iteration 25Q (67761.530000 sec): 3 clusters
  Score: Raw -9104172.426197 + Penalty 12784.527039 = -9091387.899158
  nChanged 191
		SP:Iteration 26Q (67761.760000 sec): 3 clusters
  Score: Raw -9104272.141664 + Penalty 12784.527039 = -9091487.614625
  nChanged 202
		SP:Iteration 27Q (67761.990000 sec): 3 clusters
  Score: Raw -9104374.927761 + Penalty 12784.527039 = -9091590.400722
  nChanged 181
		SP:Iteration 28Q (67762.210000 sec): 3 clusters
  Score: Raw -9104459.260734 + Penalty 12784.527039 = -9091674.733695
  nChanged 143
		SP:Iteration 29Q (67762.430000 sec): 3 clusters
  Score: Raw -9104518.354415 + Penalty 12784.527039 = -9091733.827376
  nChanged 109
		SP:Iteration 30Q (67762.650000 sec): 3 clusters
  Score: Raw -9104564.080113 + Penalty 12784.527039 = -9091779.553075
  nChanged 102
		SP:Iteration 31Q (67762.870000 sec): 3 clusters
  Score: Raw -9104603.293462 + Penalty 12784.527039 = -9091818.766423
  nChanged 74
		SP:Iteration 32Q (67763.090000 sec): 3 clusters
  Score: Raw -9104625.127853 + Penalty 12784.527039 = -9091840.600814
  nChanged 64
		SP:Iteration 33Q (67763.300000 sec): 3 clusters
  Score: Raw -9104643.832995 + Penalty 12784.527039 = -9091859.305956
  nChanged 37
		SP:Iteration 34Q (67763.500000 sec): 3 clusters
  Score: Raw -9104656.736869 + Penalty 12784.527039 = -9091872.209830
  nChanged 48
		SP:Iteration 35Q (67763.710000 sec): 3 clusters
  Score: Raw -9104671.488127 + Penalty 12784.527039 = -9091886.961088
  nChanged 37
		SP:Iteration 36Q (67763.920000 sec): 3 clusters
  Score: Raw -9104682.650539 + Penalty 12784.527039 = -9091898.123500
  nChanged 34
		SP:Iteration 37Q (67764.120000 sec): 3 clusters
  Score: Raw -9104691.308754 + Penalty 12784.527039 = -9091906.781715
  nChanged 20
		SP:Iteration 38Q (67764.320000 sec): 3 clusters
  Score: Raw -9104696.217704 + Penalty 12784.527039 = -9091911.690665
  nChanged 20
		SP:Iteration 39Q (67764.530000 sec): 3 clusters
  Score: Raw -9104700.834664 + Penalty 12784.527039 = -9091916.307625
  nChanged 21
		SP:Iteration 40F (67764.780000 sec): 3 clusters
  Score: Raw -9104706.728641 + Penalty 12784.527039 = -9091922.201603
  nChanged 17
		SP:Iteration 41Q (67764.980000 sec): 3 clusters
  Score: Raw -9104711.003639 + Penalty 12784.527039 = -9091926.476600
  nChanged 15
		SP:Iteration 42Q (67765.210000 sec): 3 clusters
  Score: Raw -9104714.143609 + Penalty 12784.527039 = -9091929.616570
  nChanged 11
		SP:Iteration 43Q (67765.410000 sec): 3 clusters
  Score: Raw -9104717.014554 + Penalty 12784.527039 = -9091932.487515
  nChanged 18
		SP:Iteration 44Q (67765.610000 sec): 3 clusters
  Score: Raw -9104721.506717 + Penalty 12784.527039 = -9091936.979678
  nChanged 13
		SP:Iteration 45Q (67765.810000 sec): 3 clusters
  Score: Raw -9104724.046192 + Penalty 12784.527039 = -9091939.519154
  nChanged 13
		SP:Iteration 46Q (67766.010000 sec): 3 clusters
  Score: Raw -9104727.383118 + Penalty 12784.527039 = -9091942.856079
  nChanged 13
		SP:Iteration 47Q (67766.210000 sec): 3 clusters
  Score: Raw -9104732.070171 + Penalty 12784.527039 = -9091947.543132
  nChanged 18
		SP:Iteration 48Q (67766.430000 sec): 3 clusters
  Score: Raw -9104737.341881 + Penalty 12784.527039 = -9091952.814842
  nChanged 14
		SP:Iteration 49Q (67766.630000 sec): 3 clusters
  Score: Raw -9104740.800969 + Penalty 12784.527039 = -9091956.273930
  nChanged 12
		SP:Iteration 50Q (67766.840000 sec): 3 clusters
  Score: Raw -9104743.640966 + Penalty 12784.527039 = -9091959.113927
  nChanged 9
		SP:Iteration 51Q (67767.040000 sec): 3 clusters
  Score: Raw -9104745.845115 + Penalty 12784.527039 = -9091961.318076
  nChanged 9
		SP:Iteration 52Q (67767.250000 sec): 3 clusters
  Score: Raw -9104748.016408 + Penalty 12784.527039 = -9091963.489369
  nChanged 9
		SP:Iteration 53Q (67767.460000 sec): 3 clusters
  Score: Raw -9104749.973964 + Penalty 12784.527039 = -9091965.446925
  nChanged 8
		SP:Iteration 54Q (67767.670000 sec): 3 clusters
  Score: Raw -9104751.550174 + Penalty 12784.527039 = -9091967.023135
  nChanged 5
		SP:Iteration 55Q (67767.870000 sec): 3 clusters
  Score: Raw -9104752.503515 + Penalty 12784.527039 = -9091967.976476
  nChanged 5
		SP:Iteration 56Q (67768.070000 sec): 3 clusters
  Score: Raw -9104753.974761 + Penalty 12784.527039 = -9091969.447722
  nChanged 8
		SP:Iteration 57Q (67768.270000 sec): 3 clusters
  Score: Raw -9104756.258512 + Penalty 12784.527039 = -9091971.731473
  nChanged 10
		SP:Iteration 58Q (67768.460000 sec): 3 clusters
  Score: Raw -9104758.796989 + Penalty 12784.527039 = -9091974.269950
  nChanged 8
		SP:Iteration 59Q (67768.670000 sec): 3 clusters
  Score: Raw -9104760.592189 + Penalty 12784.527039 = -9091976.065150
  nChanged 4
		SP:Iteration 60F (67768.910000 sec): 3 clusters
  Score: Raw -9104761.438692 + Penalty 12784.527039 = -9091976.911653
  nChanged 6
		SP:Iteration 61Q (67769.110000 sec): 3 clusters
  Score: Raw -9104762.559217 + Penalty 12784.527039 = -9091978.032178
  nChanged 3
		SP:Iteration 62Q (67769.310000 sec): 3 clusters
  Score: Raw -9104762.950549 + Penalty 12784.527039 = -9091978.423510
  nChanged 0
		SP:Iteration 63F (67769.550000 sec): 3 clusters
  Score: Raw -9104762.950549 + Penalty 12784.527039 = -9091978.423510
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (125007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67770.360000 sec): 2 clusters
  Score: Raw -33473280.127039 + Penalty 7188.376572 = -33466091.750467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67771.310000 sec): 3 clusters
  Score: Raw -33395659.266362 + Penalty 14376.753143 = -33381282.513219
  nChanged 57770
		SP:Iteration 1F (67772.240000 sec): 3 clusters
  Score: Raw -33427686.657706 + Penalty 14376.753143 = -33413309.904563
  nChanged 4409
		SP:Iteration 2Q (67773.160000 sec): 3 clusters
  Score: Raw -33428768.567206 + Penalty 14376.753143 = -33414391.814062
  nChanged 4139
		SP:Iteration 3Q (67774.110000 sec): 3 clusters
  Score: Raw -33429762.472063 + Penalty 14376.753143 = -33415385.718920
  nChanged 3866
		SP:Iteration 4Q (67775.050000 sec): 3 clusters
  Score: Raw -33430698.100056 + Penalty 14376.753143 = -33416321.346913
  nChanged 3684
		SP:Iteration 5Q (67775.980000 sec): 3 clusters
  Score: Raw -33431636.190768 + Penalty 14376.753143 = -33417259.437625
  nChanged 3708
		SP:Iteration 6Q (67776.920000 sec): 3 clusters
  Score: Raw -33432652.679268 + Penalty 14376.753143 = -33418275.926125
  nChanged 3841
		SP:Iteration 7Q (67777.850000 sec): 3 clusters
  Score: Raw -33433878.231107 + Penalty 14376.753143 = -33419501.477964
  nChanged 4217
		SP:Iteration 8Q (67778.800000 sec): 3 clusters
  Score: Raw -33435401.776354 + Penalty 14376.753143 = -33421025.023211
  nChanged 4667
		SP:Iteration 9Q (67779.740000 sec): 3 clusters
  Score: Raw -33437282.795677 + Penalty 14376.753143 = -33422906.042534
  nChanged 5128
		SP:Iteration 10Q (67780.690000 sec): 3 clusters
  Score: Raw -33439628.848170 + Penalty 14376.753143 = -33425252.095027
  nChanged 5473
		SP:Iteration 11Q (67781.610000 sec): 3 clusters
  Score: Raw -33442492.452056 + Penalty 14376.753143 = -33428115.698913
  nChanged 5891
		SP:Iteration 12Q (67782.540000 sec): 3 clusters
  Score: Raw -33445866.171287 + Penalty 14376.753143 = -33431489.418144
  nChanged 6159
		SP:Iteration 13Q (67783.460000 sec): 3 clusters
  Score: Raw -33449659.236034 + Penalty 14376.753143 = -33435282.482891
  nChanged 6450
		SP:Iteration 14F (67784.370000 sec): 3 clusters
  Score: Raw -33453919.671856 + Penalty 14376.753143 = -33439542.918713
  nChanged 6451
		SP:Iteration 15F (67785.300000 sec): 3 clusters
  Score: Raw -33458273.035642 + Penalty 14376.753143 = -33443896.282499
  nChanged 6082
		SP:Iteration 16Q (67786.180000 sec): 3 clusters
  Score: Raw -33462451.747934 + Penalty 14376.753143 = -33448074.994791
  nChanged 5229
		SP:Iteration 17Q (67787.040000 sec): 3 clusters
  Score: Raw -33465957.668431 + Penalty 14376.753143 = -33451580.915288
  nChanged 4191
		SP:Iteration 18Q (67787.860000 sec): 3 clusters
  Score: Raw -33468713.793905 + Penalty 14376.753143 = -33454337.040762
  nChanged 3200
		SP:Iteration 19Q (67788.650000 sec): 3 clusters
  Score: Raw -33470701.410096 + Penalty 14376.753143 = -33456324.656953
  nChanged 2147
		SP:Iteration 20F (67789.560000 sec): 3 clusters
  Score: Raw -33472013.023593 + Penalty 14376.753143 = -33457636.270450
  nChanged 1430
		SP:Iteration 21Q (67790.270000 sec): 3 clusters
  Score: Raw -33472892.278407 + Penalty 14376.753143 = -33458515.525264
  nChanged 946
		SP:Iteration 22Q (67790.980000 sec): 3 clusters
  Score: Raw -33473434.122170 + Penalty 14376.753143 = -33459057.369027
  nChanged 590
		SP:Iteration 23Q (67791.660000 sec): 3 clusters
  Score: Raw -33473767.056314 + Penalty 14376.753143 = -33459390.303171
  nChanged 388
		SP:Iteration 24Q (67792.350000 sec): 3 clusters
  Score: Raw -33473969.278821 + Penalty 14376.753143 = -33459592.525678
  nChanged 275
		SP:Iteration 25Q (67793.030000 sec): 3 clusters
  Score: Raw -33474112.597609 + Penalty 14376.753143 = -33459735.844466
  nChanged 230
		SP:Iteration 26Q (67793.700000 sec): 3 clusters
  Score: Raw -33474234.781730 + Penalty 14376.753143 = -33459858.028587
  nChanged 140
		SP:Iteration 27Q (67794.350000 sec): 3 clusters
  Score: Raw -33474307.063954 + Penalty 14376.753143 = -33459930.310811
  nChanged 105
		SP:Iteration 28Q (67795.000000 sec): 3 clusters
  Score: Raw -33474359.975691 + Penalty 14376.753143 = -33459983.222548
  nChanged 96
		SP:Iteration 29Q (67795.650000 sec): 3 clusters
  Score: Raw -33474411.322263 + Penalty 14376.753143 = -33460034.569120
  nChanged 92
		SP:Iteration 30Q (67796.290000 sec): 3 clusters
  Score: Raw -33474455.902957 + Penalty 14376.753143 = -33460079.149814
  nChanged 71
		SP:Iteration 31Q (67796.940000 sec): 3 clusters
  Score: Raw -33474491.975098 + Penalty 14376.753143 = -33460115.221955
  nChanged 62
		SP:Iteration 32Q (67797.590000 sec): 3 clusters
  Score: Raw -33474520.760642 + Penalty 14376.753143 = -33460144.007499
  nChanged 56
		SP:Iteration 33Q (67798.230000 sec): 3 clusters
  Score: Raw -33474549.572394 + Penalty 14376.753143 = -33460172.819251
  nChanged 56
		SP:Iteration 34Q (67798.880000 sec): 3 clusters
  Score: Raw -33474578.642783 + Penalty 14376.753143 = -33460201.889640
  nChanged 47
		SP:Iteration 35Q (67799.520000 sec): 3 clusters
  Score: Raw -33474602.527104 + Penalty 14376.753143 = -33460225.773961
  nChanged 42
		SP:Iteration 36Q (67800.150000 sec): 3 clusters
  Score: Raw -33474619.790952 + Penalty 14376.753143 = -33460243.037809
  nChanged 26
		SP:Iteration 37Q (67800.790000 sec): 3 clusters
  Score: Raw -33474631.941627 + Penalty 14376.753143 = -33460255.188484
  nChanged 20
		SP:Iteration 38Q (67801.420000 sec): 3 clusters
  Score: Raw -33474642.833941 + Penalty 14376.753143 = -33460266.080798
  nChanged 20
		SP:Iteration 39Q (67802.060000 sec): 3 clusters
  Score: Raw -33474653.653900 + Penalty 14376.753143 = -33460276.900757
  nChanged 16
		SP:Iteration 40F (67802.980000 sec): 3 clusters
  Score: Raw -33474661.164823 + Penalty 14376.753143 = -33460284.411680
  nChanged 13
		SP:Iteration 41Q (67803.610000 sec): 3 clusters
  Score: Raw -33474667.103564 + Penalty 14376.753143 = -33460290.350421
  nChanged 15
		SP:Iteration 42Q (67804.250000 sec): 3 clusters
  Score: Raw -33474674.047628 + Penalty 14376.753143 = -33460297.294485
  nChanged 12
		SP:Iteration 43Q (67804.890000 sec): 3 clusters
  Score: Raw -33474679.561037 + Penalty 14376.753143 = -33460302.807894
  nChanged 7
		SP:Iteration 44Q (67805.520000 sec): 3 clusters
  Score: Raw -33474682.894094 + Penalty 14376.753143 = -33460306.140951
  nChanged 11
		SP:Iteration 45Q (67806.160000 sec): 3 clusters
  Score: Raw -33474687.710739 + Penalty 14376.753143 = -33460310.957596
  nChanged 9
		SP:Iteration 46Q (67806.790000 sec): 3 clusters
  Score: Raw -33474691.534255 + Penalty 14376.753143 = -33460314.781112
  nChanged 6
		SP:Iteration 47Q (67807.430000 sec): 3 clusters
  Score: Raw -33474694.048858 + Penalty 14376.753143 = -33460317.295715
  nChanged 3
		SP:Iteration 48Q (67808.070000 sec): 3 clusters
  Score: Raw -33474695.191108 + Penalty 14376.753143 = -33460318.437965
  nChanged 3
		SP:Iteration 49Q (67808.720000 sec): 3 clusters
  Score: Raw -33474696.928009 + Penalty 14376.753143 = -33460320.174866
  nChanged 5
		SP:Iteration 50Q (67809.370000 sec): 3 clusters
  Score: Raw -33474699.515436 + Penalty 14376.753143 = -33460322.762293
  nChanged 6
		SP:Iteration 51Q (67810.010000 sec): 3 clusters
  Score: Raw -33474703.151770 + Penalty 14376.753143 = -33460326.398627
  nChanged 4
		SP:Iteration 52Q (67810.650000 sec): 3 clusters
  Score: Raw -33474704.643142 + Penalty 14376.753143 = -33460327.889999
  nChanged 4
		SP:Iteration 53Q (67811.280000 sec): 3 clusters
  Score: Raw -33474706.731166 + Penalty 14376.753143 = -33460329.978023
  nChanged 7
		SP:Iteration 54Q (67811.920000 sec): 3 clusters
  Score: Raw -33474711.019648 + Penalty 14376.753143 = -33460334.266505
  nChanged 8
		SP:Iteration 55Q (67812.560000 sec): 3 clusters
  Score: Raw -33474715.574409 + Penalty 14376.753143 = -33460338.821266
  nChanged 6
		SP:Iteration 56Q (67813.190000 sec): 3 clusters
  Score: Raw -33474718.857359 + Penalty 14376.753143 = -33460342.104216
  nChanged 9
		SP:Iteration 57Q (67813.840000 sec): 3 clusters
  Score: Raw -33474721.966972 + Penalty 14376.753143 = -33460345.213829
  nChanged 8
		SP:Iteration 58Q (67814.490000 sec): 3 clusters
  Score: Raw -33474725.817305 + Penalty 14376.753143 = -33460349.064162
  nChanged 7
		SP:Iteration 59Q (67815.120000 sec): 3 clusters
  Score: Raw -33474728.691811 + Penalty 14376.753143 = -33460351.938668
  nChanged 3
		SP:Iteration 60F (67816.040000 sec): 3 clusters
  Score: Raw -33474730.150400 + Penalty 14376.753143 = -33460353.397257
  nChanged 4
		SP:Iteration 61Q (67816.670000 sec): 3 clusters
  Score: Raw -33474732.496099 + Penalty 14376.753143 = -33460355.742956
  nChanged 4
		SP:Iteration 62Q (67817.300000 sec): 3 clusters
  Score: Raw -33474734.072958 + Penalty 14376.753143 = -33460357.319815
  nChanged 4
		SP:Iteration 63Q (67817.930000 sec): 3 clusters
  Score: Raw -33474736.086601 + Penalty 14376.753143 = -33460359.333458
  nChanged 4
		SP:Iteration 64Q (67818.570000 sec): 3 clusters
  Score: Raw -33474737.321233 + Penalty 14376.753143 = -33460360.568090
  nChanged 4
		SP:Iteration 65Q (67819.210000 sec): 3 clusters
  Score: Raw -33474738.983522 + Penalty 14376.753143 = -33460362.230379
  nChanged 3
		SP:Iteration 66Q (67819.840000 sec): 3 clusters
  Score: Raw -33474740.313956 + Penalty 14376.753143 = -33460363.560812
  nChanged 2
		SP:Iteration 67Q (67820.480000 sec): 3 clusters
  Score: Raw -33474741.453341 + Penalty 14376.753143 = -33460364.700198
  nChanged 2
		SP:Iteration 68Q (67821.110000 sec): 3 clusters
  Score: Raw -33474742.204715 + Penalty 14376.753143 = -33460365.451572
  nChanged 2
		SP:Iteration 69Q (67821.740000 sec): 3 clusters
  Score: Raw -33474743.073061 + Penalty 14376.753143 = -33460366.319918
  nChanged 2
		SP:Iteration 70Q (67822.370000 sec): 3 clusters
  Score: Raw -33474743.783052 + Penalty 14376.753143 = -33460367.029909
  nChanged 1
		SP:Iteration 71Q (67823.020000 sec): 3 clusters
  Score: Raw -33474744.339511 + Penalty 14376.753143 = -33460367.586368
  nChanged 3
		SP:Iteration 72Q (67823.670000 sec): 3 clusters
  Score: Raw -33474745.712135 + Penalty 14376.753143 = -33460368.958992
  nChanged 2
		SP:Iteration 73Q (67824.310000 sec): 3 clusters
  Score: Raw -33474746.685160 + Penalty 14376.753143 = -33460369.932017
  nChanged 3
		SP:Iteration 74Q (67824.940000 sec): 3 clusters
  Score: Raw -33474747.912211 + Penalty 14376.753143 = -33460371.159068
  nChanged 3
		SP:Iteration 75Q (67825.570000 sec): 3 clusters
  Score: Raw -33474749.453413 + Penalty 14376.753143 = -33460372.700270
  nChanged 3
		SP:Iteration 76Q (67826.220000 sec): 3 clusters
  Score: Raw -33474750.725683 + Penalty 14376.753143 = -33460373.972540
  nChanged 0
		SP:Iteration 77F (67827.150000 sec): 3 clusters
  Score: Raw -33474750.725683 + Penalty 14376.753143 = -33460373.972540
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67827.230000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67827.230000 sec): 3 clusters
  Score: Raw -45522.816353 + Penalty 6508.677324 = -39014.139029
  nChanged 6
		SP:Iteration 1Q (67827.230000 sec): 3 clusters
  Score: Raw -45569.993062 + Penalty 6508.677324 = -39061.315738
  nChanged 1
		SP:Iteration 2Q (67827.230000 sec): 3 clusters
  Score: Raw -45573.148623 + Penalty 6508.677324 = -39064.471299
  nChanged 0
		SP:Iteration 3F (67827.230000 sec): 3 clusters
  Score: Raw -45573.148623 + Penalty 6508.677324 = -39064.471299
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67827.240000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67827.250000 sec): 3 clusters
  Score: Raw -136392.397267 + Penalty 7674.993986 = -128717.403281
  nChanged 47
		SP:Iteration 1F (67827.250000 sec): 3 clusters
  Score: Raw -136598.842732 + Penalty 7674.993986 = -128923.848746
  nChanged 9
		SP:Iteration 2Q (67827.250000 sec): 3 clusters
  Score: Raw -136634.681018 + Penalty 7674.993986 = -128959.687032
  nChanged 8
		SP:Iteration 3Q (67827.260000 sec): 3 clusters
  Score: Raw -136671.461257 + Penalty 7674.993986 = -128996.467271
  nChanged 2
		SP:Iteration 4Q (67827.260000 sec): 3 clusters
  Score: Raw -136683.633770 + Penalty 7674.993986 = -129008.639785
  nChanged 1
		SP:Iteration 5Q (67827.270000 sec): 3 clusters
  Score: Raw -136688.076289 + Penalty 7674.993986 = -129013.082304
  nChanged 0
		SP:Iteration 6F (67827.270000 sec): 3 clusters
  Score: Raw -136688.076289 + Penalty 7674.993986 = -129013.082304
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (104659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67827.970000 sec): 2 clusters
  Score: Raw -27954138.196752 + Penalty 7079.558419 = -27947058.638332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67828.750000 sec): 3 clusters
  Score: Raw -27890128.218553 + Penalty 14159.116838 = -27875969.101715
  nChanged 47857
		SP:Iteration 1F (67829.520000 sec): 3 clusters
  Score: Raw -27916284.454205 + Penalty 14159.116838 = -27902125.337367
  nChanged 4062
		SP:Iteration 2Q (67830.300000 sec): 3 clusters
  Score: Raw -27917370.069230 + Penalty 14159.116838 = -27903210.952391
  nChanged 3641
		SP:Iteration 3Q (67831.090000 sec): 3 clusters
  Score: Raw -27918423.476427 + Penalty 14159.116838 = -27904264.359589
  nChanged 3631
		SP:Iteration 4Q (67831.870000 sec): 3 clusters
  Score: Raw -27919670.866161 + Penalty 14159.116838 = -27905511.749323
  nChanged 3777
		SP:Iteration 5Q (67832.650000 sec): 3 clusters
  Score: Raw -27921339.959525 + Penalty 14159.116838 = -27907180.842687
  nChanged 4231
		SP:Iteration 6Q (67833.430000 sec): 3 clusters
  Score: Raw -27923515.339411 + Penalty 14159.116838 = -27909356.222573
  nChanged 4435
		SP:Iteration 7Q (67834.210000 sec): 3 clusters
  Score: Raw -27925680.785032 + Penalty 14159.116838 = -27911521.668193
  nChanged 4613
		SP:Iteration 8Q (67834.990000 sec): 3 clusters
  Score: Raw -27927778.267884 + Penalty 14159.116838 = -27913619.151045
  nChanged 4750
		SP:Iteration 9Q (67835.770000 sec): 3 clusters
  Score: Raw -27929780.320021 + Penalty 14159.116838 = -27915621.203183
  nChanged 4685
		SP:Iteration 10Q (67836.550000 sec): 3 clusters
  Score: Raw -27931819.547771 + Penalty 14159.116838 = -27917660.430933
  nChanged 4724
		SP:Iteration 11Q (67837.330000 sec): 3 clusters
  Score: Raw -27933875.039650 + Penalty 14159.116838 = -27919715.922811
  nChanged 4687
		SP:Iteration 12Q (67838.100000 sec): 3 clusters
  Score: Raw -27935801.406466 + Penalty 14159.116838 = -27921642.289628
  nChanged 4189
		SP:Iteration 13Q (67838.860000 sec): 3 clusters
  Score: Raw -27937401.748915 + Penalty 14159.116838 = -27923242.632076
  nChanged 3679
		SP:Iteration 14Q (67839.610000 sec): 3 clusters
  Score: Raw -27938601.974870 + Penalty 14159.116838 = -27924442.858032
  nChanged 3023
		SP:Iteration 15Q (67840.370000 sec): 3 clusters
  Score: Raw -27939444.946820 + Penalty 14159.116838 = -27925285.829982
  nChanged 2440
		SP:Iteration 16Q (67841.150000 sec): 3 clusters
  Score: Raw -27940048.233355 + Penalty 14159.116838 = -27925889.116516
  nChanged 2024
		SP:Iteration 17Q (67841.900000 sec): 3 clusters
  Score: Raw -27940513.560042 + Penalty 14159.116838 = -27926354.443204
  nChanged 1714
		SP:Iteration 18Q (67842.670000 sec): 3 clusters
  Score: Raw -27940931.243062 + Penalty 14159.116838 = -27926772.126223
  nChanged 1704
		SP:Iteration 19Q (67843.440000 sec): 3 clusters
  Score: Raw -27941415.160107 + Penalty 14159.116838 = -27927256.043269
  nChanged 1807
		SP:Iteration 20F (67844.220000 sec): 3 clusters
  Score: Raw -27942026.516335 + Penalty 14159.116838 = -27927867.399497
  nChanged 2048
		SP:Iteration 21Q (67844.990000 sec): 3 clusters
  Score: Raw -27942893.169403 + Penalty 14159.116838 = -27928734.052565
  nChanged 2423
		SP:Iteration 22Q (67845.750000 sec): 3 clusters
  Score: Raw -27944196.740737 + Penalty 14159.116838 = -27930037.623899
  nChanged 2732
		SP:Iteration 23Q (67846.520000 sec): 3 clusters
  Score: Raw -27945842.426738 + Penalty 14159.116838 = -27931683.309900
  nChanged 2890
		SP:Iteration 24Q (67847.280000 sec): 3 clusters
  Score: Raw -27947582.299186 + Penalty 14159.116838 = -27933423.182347
  nChanged 2786
		SP:Iteration 25Q (67848.030000 sec): 3 clusters
  Score: Raw -27949140.672150 + Penalty 14159.116838 = -27934981.555312
  nChanged 2587
		SP:Iteration 26Q (67848.780000 sec): 3 clusters
  Score: Raw -27950509.638450 + Penalty 14159.116838 = -27936350.521612
  nChanged 2437
		SP:Iteration 27Q (67849.500000 sec): 3 clusters
  Score: Raw -27951716.445323 + Penalty 14159.116838 = -27937557.328485
  nChanged 2234
		SP:Iteration 28Q (67850.220000 sec): 3 clusters
  Score: Raw -27952797.063557 + Penalty 14159.116838 = -27938637.946718
  nChanged 2000
		SP:Iteration 29Q (67850.920000 sec): 3 clusters
  Score: Raw -27953759.829504 + Penalty 14159.116838 = -27939600.712666
  nChanged 1818
		SP:Iteration 30Q (67851.610000 sec): 3 clusters
  Score: Raw -27954650.437610 + Penalty 14159.116838 = -27940491.320771
  nChanged 1556
		SP:Iteration 31Q (67852.280000 sec): 3 clusters
  Score: Raw -27955401.017343 + Penalty 14159.116838 = -27941241.900504
  nChanged 1302
		SP:Iteration 32Q (67852.940000 sec): 3 clusters
  Score: Raw -27955975.430971 + Penalty 14159.116838 = -27941816.314133
  nChanged 1081
		SP:Iteration 33Q (67853.590000 sec): 3 clusters
  Score: Raw -27956419.749828 + Penalty 14159.116838 = -27942260.632990
  nChanged 910
		SP:Iteration 34Q (67854.230000 sec): 3 clusters
  Score: Raw -27956781.310792 + Penalty 14159.116838 = -27942622.193954
  nChanged 754
		SP:Iteration 35Q (67854.860000 sec): 3 clusters
  Score: Raw -27957070.961436 + Penalty 14159.116838 = -27942911.844598
  nChanged 663
		SP:Iteration 36Q (67855.480000 sec): 3 clusters
  Score: Raw -27957337.377293 + Penalty 14159.116838 = -27943178.260454
  nChanged 618
		SP:Iteration 37Q (67856.090000 sec): 3 clusters
  Score: Raw -27957627.420318 + Penalty 14159.116838 = -27943468.303480
  nChanged 569
		SP:Iteration 38Q (67856.690000 sec): 3 clusters
  Score: Raw -27957935.899199 + Penalty 14159.116838 = -27943776.782361
  nChanged 518
		SP:Iteration 39Q (67857.280000 sec): 3 clusters
  Score: Raw -27958257.189817 + Penalty 14159.116838 = -27944098.072978
  nChanged 504
		SP:Iteration 40F (67858.060000 sec): 3 clusters
  Score: Raw -27958602.047160 + Penalty 14159.116838 = -27944442.930322
  nChanged 482
		SP:Iteration 41Q (67858.650000 sec): 3 clusters
  Score: Raw -27958920.790574 + Penalty 14159.116838 = -27944761.673736
  nChanged 422
		SP:Iteration 42Q (67859.240000 sec): 3 clusters
  Score: Raw -27959174.555019 + Penalty 14159.116838 = -27945015.438181
  nChanged 403
		SP:Iteration 43Q (67859.830000 sec): 3 clusters
  Score: Raw -27959371.606641 + Penalty 14159.116838 = -27945212.489802
  nChanged 328
		SP:Iteration 44Q (67860.400000 sec): 3 clusters
  Score: Raw -27959509.001737 + Penalty 14159.116838 = -27945349.884898
  nChanged 266
		SP:Iteration 45Q (67860.980000 sec): 3 clusters
  Score: Raw -27959600.730718 + Penalty 14159.116838 = -27945441.613880
  nChanged 202
		SP:Iteration 46Q (67861.550000 sec): 3 clusters
  Score: Raw -27959660.875496 + Penalty 14159.116838 = -27945501.758657
  nChanged 168
		SP:Iteration 47Q (67862.120000 sec): 3 clusters
  Score: Raw -27959700.081233 + Penalty 14159.116838 = -27945540.964395
  nChanged 112
		SP:Iteration 48Q (67862.690000 sec): 3 clusters
  Score: Raw -27959720.522303 + Penalty 14159.116838 = -27945561.405465
  nChanged 78
		SP:Iteration 49Q (67863.260000 sec): 3 clusters
  Score: Raw -27959735.047326 + Penalty 14159.116838 = -27945575.930487
  nChanged 60
		SP:Iteration 50Q (67863.820000 sec): 3 clusters
  Score: Raw -27959744.301777 + Penalty 14159.116838 = -27945585.184939
  nChanged 47
		SP:Iteration 51Q (67864.410000 sec): 3 clusters
  Score: Raw -27959751.227991 + Penalty 14159.116838 = -27945592.111153
  nChanged 33
		SP:Iteration 52Q (67864.990000 sec): 3 clusters
  Score: Raw -27959755.543362 + Penalty 14159.116838 = -27945596.426524
  nChanged 19
		SP:Iteration 53Q (67865.580000 sec): 3 clusters
  Score: Raw -27959757.893158 + Penalty 14159.116838 = -27945598.776320
  nChanged 19
		SP:Iteration 54Q (67866.170000 sec): 3 clusters
  Score: Raw -27959760.474774 + Penalty 14159.116838 = -27945601.357936
  nChanged 15
		SP:Iteration 55Q (67866.740000 sec): 3 clusters
  Score: Raw -27959762.793844 + Penalty 14159.116838 = -27945603.677005
  nChanged 16
		SP:Iteration 56Q (67867.310000 sec): 3 clusters
  Score: Raw -27959764.789524 + Penalty 14159.116838 = -27945605.672686
  nChanged 8
		SP:Iteration 57Q (67867.870000 sec): 3 clusters
  Score: Raw -27959765.672023 + Penalty 14159.116838 = -27945606.555184
  nChanged 7
		SP:Iteration 58Q (67868.440000 sec): 3 clusters
  Score: Raw -27959766.726193 + Penalty 14159.116838 = -27945607.609355
  nChanged 5
		SP:Iteration 59Q (67869.000000 sec): 3 clusters
  Score: Raw -27959767.325820 + Penalty 14159.116838 = -27945608.208982
  nChanged 4
		SP:Iteration 60F (67869.770000 sec): 3 clusters
  Score: Raw -27959767.768544 + Penalty 14159.116838 = -27945608.651706
  nChanged 7
		SP:Iteration 61Q (67870.330000 sec): 3 clusters
  Score: Raw -27959768.500497 + Penalty 14159.116838 = -27945609.383658
  nChanged 7
		SP:Iteration 62Q (67870.900000 sec): 3 clusters
  Score: Raw -27959769.146763 + Penalty 14159.116838 = -27945610.029924
  nChanged 1
		SP:Iteration 63Q (67871.470000 sec): 3 clusters
  Score: Raw -27959769.205681 + Penalty 14159.116838 = -27945610.088843
  nChanged 1
		SP:Iteration 64Q (67872.040000 sec): 3 clusters
  Score: Raw -27959769.361278 + Penalty 14159.116838 = -27945610.244440
  nChanged 1
		SP:Iteration 65Q (67872.620000 sec): 3 clusters
  Score: Raw -27959769.400960 + Penalty 14159.116838 = -27945610.284122
  nChanged 1
		SP:Iteration 66Q (67873.170000 sec): 3 clusters
  Score: Raw -27959769.511916 + Penalty 14159.116838 = -27945610.395077
  nChanged 1
		SP:Iteration 67Q (67873.760000 sec): 3 clusters
  Score: Raw -27959769.671833 + Penalty 14159.116838 = -27945610.554994
  nChanged 4
		SP:Iteration 68Q (67874.320000 sec): 3 clusters
  Score: Raw -27959770.211027 + Penalty 14159.116838 = -27945611.094189
  nChanged 4
		SP:Iteration 69Q (67874.910000 sec): 3 clusters
  Score: Raw -27959770.626645 + Penalty 14159.116838 = -27945611.509807
  nChanged 1
		SP:Iteration 70Q (67875.490000 sec): 3 clusters
  Score: Raw -27959770.706748 + Penalty 14159.116838 = -27945611.589910
  nChanged 1
		SP:Iteration 71Q (67876.070000 sec): 3 clusters
  Score: Raw -27959770.784117 + Penalty 14159.116838 = -27945611.667279
  nChanged 1
		SP:Iteration 72Q (67876.650000 sec): 3 clusters
  Score: Raw -27959770.910696 + Penalty 14159.116838 = -27945611.793857
  nChanged 2
		SP:Iteration 73Q (67877.220000 sec): 3 clusters
  Score: Raw -27959771.110067 + Penalty 14159.116838 = -27945611.993229
  nChanged 4
		SP:Iteration 74Q (67877.780000 sec): 3 clusters
  Score: Raw -27959771.425314 + Penalty 14159.116838 = -27945612.308476
  nChanged 2
		SP:Iteration 75Q (67878.350000 sec): 3 clusters
  Score: Raw -27959771.635547 + Penalty 14159.116838 = -27945612.518709
  nChanged 5
		SP:Iteration 76Q (67878.940000 sec): 3 clusters
  Score: Raw -27959772.051818 + Penalty 14159.116838 = -27945612.934979
  nChanged 3
		SP:Iteration 77Q (67879.530000 sec): 3 clusters
  Score: Raw -27959772.388630 + Penalty 14159.116838 = -27945613.271792
  nChanged 6
		SP:Iteration 78Q (67880.110000 sec): 3 clusters
  Score: Raw -27959772.904309 + Penalty 14159.116838 = -27945613.787470
  nChanged 1
		SP:Iteration 79Q (67880.690000 sec): 3 clusters
  Score: Raw -27959772.971459 + Penalty 14159.116838 = -27945613.854621
  nChanged 0
		SP:Iteration 80F (67881.460000 sec): 3 clusters
  Score: Raw -27959772.971459 + Penalty 14159.116838 = -27945613.854621
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (16899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67881.640000 sec): 2 clusters
  Score: Raw -4480472.682390 + Penalty 5962.693458 = -4474509.988932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67881.760000 sec): 3 clusters
  Score: Raw -4471943.971540 + Penalty 11925.386916 = -4460018.584624
  nChanged 6715
		SP:Iteration 1F (67881.880000 sec): 3 clusters
  Score: Raw -4475629.192343 + Penalty 11925.386916 = -4463703.805426
  nChanged 1208
		SP:Iteration 2F (67882.010000 sec): 3 clusters
  Score: Raw -4476320.183304 + Penalty 11925.386916 = -4464394.796388
  nChanged 927
		SP:Iteration 3F (67882.140000 sec): 3 clusters
  Score: Raw -4476880.005896 + Penalty 11925.386916 = -4464954.618980
  nChanged 788
		SP:Iteration 4Q (67882.260000 sec): 3 clusters
  Score: Raw -4477384.497380 + Penalty 11925.386916 = -4465459.110464
  nChanged 757
		SP:Iteration 5Q (67882.380000 sec): 3 clusters
  Score: Raw -4477830.526573 + Penalty 11925.386916 = -4465905.139656
  nChanged 721
		SP:Iteration 6Q (67882.500000 sec): 3 clusters
  Score: Raw -4478374.103890 + Penalty 11925.386916 = -4466448.716973
  nChanged 829
		SP:Iteration 7Q (67882.620000 sec): 3 clusters
  Score: Raw -4479121.065605 + Penalty 11925.386916 = -4467195.678689
  nChanged 948
		SP:Iteration 8F (67882.750000 sec): 3 clusters
  Score: Raw -4479989.341602 + Penalty 11925.386916 = -4468063.954686
  nChanged 935
		SP:Iteration 9F (67882.870000 sec): 3 clusters
  Score: Raw -4480839.820901 + Penalty 11925.386916 = -4468914.433984
  nChanged 887
		SP:Iteration 10F (67882.990000 sec): 3 clusters
  Score: Raw -4481499.435719 + Penalty 11925.386916 = -4469574.048803
  nChanged 666
		SP:Iteration 11Q (67883.110000 sec): 3 clusters
  Score: Raw -4481881.142264 + Penalty 11925.386916 = -4469955.755348
  nChanged 481
		SP:Iteration 12Q (67883.240000 sec): 3 clusters
  Score: Raw -4482101.629799 + Penalty 11925.386916 = -4470176.242883
  nChanged 304
		SP:Iteration 13Q (67883.350000 sec): 3 clusters
  Score: Raw -4482225.861741 + Penalty 11925.386916 = -4470300.474825
  nChanged 239
		SP:Iteration 14Q (67883.470000 sec): 3 clusters
  Score: Raw -4482322.279580 + Penalty 11925.386916 = -4470396.892664
  nChanged 210
		SP:Iteration 15Q (67883.600000 sec): 3 clusters
  Score: Raw -4482398.573929 + Penalty 11925.386916 = -4470473.187012
  nChanged 145
		SP:Iteration 16Q (67883.710000 sec): 3 clusters
  Score: Raw -4482449.001443 + Penalty 11925.386916 = -4470523.614527
  nChanged 112
		SP:Iteration 17Q (67883.830000 sec): 3 clusters
  Score: Raw -4482482.952639 + Penalty 11925.386916 = -4470557.565722
  nChanged 82
		SP:Iteration 18Q (67883.950000 sec): 3 clusters
  Score: Raw -4482511.193816 + Penalty 11925.386916 = -4470585.806900
  nChanged 84
		SP:Iteration 19Q (67884.070000 sec): 3 clusters
  Score: Raw -4482537.176297 + Penalty 11925.386916 = -4470611.789381
  nChanged 73
		SP:Iteration 20F (67884.200000 sec): 3 clusters
  Score: Raw -4482558.128025 + Penalty 11925.386916 = -4470632.741108
  nChanged 66
		SP:Iteration 21Q (67884.320000 sec): 3 clusters
  Score: Raw -4482577.177317 + Penalty 11925.386916 = -4470651.790401
  nChanged 64
		SP:Iteration 22Q (67884.440000 sec): 3 clusters
  Score: Raw -4482594.812443 + Penalty 11925.386916 = -4470669.425527
  nChanged 53
		SP:Iteration 23Q (67884.560000 sec): 3 clusters
  Score: Raw -4482608.173066 + Penalty 11925.386916 = -4470682.786150
  nChanged 53
		SP:Iteration 24Q (67884.680000 sec): 3 clusters
  Score: Raw -4482622.303361 + Penalty 11925.386916 = -4470696.916445
  nChanged 59
		SP:Iteration 25Q (67884.810000 sec): 3 clusters
  Score: Raw -4482636.497238 + Penalty 11925.386916 = -4470711.110322
  nChanged 42
		SP:Iteration 26Q (67884.930000 sec): 3 clusters
  Score: Raw -4482647.955744 + Penalty 11925.386916 = -4470722.568827
  nChanged 45
		SP:Iteration 27Q (67885.060000 sec): 3 clusters
  Score: Raw -4482662.024215 + Penalty 11925.386916 = -4470736.637299
  nChanged 41
		SP:Iteration 28Q (67885.180000 sec): 3 clusters
  Score: Raw -4482675.172600 + Penalty 11925.386916 = -4470749.785684
  nChanged 42
		SP:Iteration 29Q (67885.300000 sec): 3 clusters
  Score: Raw -4482689.039304 + Penalty 11925.386916 = -4470763.652388
  nChanged 50
		SP:Iteration 30Q (67885.410000 sec): 3 clusters
  Score: Raw -4482705.213024 + Penalty 11925.386916 = -4470779.826108
  nChanged 37
		SP:Iteration 31Q (67885.540000 sec): 3 clusters
  Score: Raw -4482715.661762 + Penalty 11925.386916 = -4470790.274846
  nChanged 32
		SP:Iteration 32Q (67885.660000 sec): 3 clusters
  Score: Raw -4482725.633930 + Penalty 11925.386916 = -4470800.247014
  nChanged 31
		SP:Iteration 33Q (67885.780000 sec): 3 clusters
  Score: Raw -4482734.035220 + Penalty 11925.386916 = -4470808.648304
  nChanged 27
		SP:Iteration 34Q (67885.900000 sec): 3 clusters
  Score: Raw -4482740.830252 + Penalty 11925.386916 = -4470815.443336
  nChanged 24
		SP:Iteration 35Q (67886.010000 sec): 3 clusters
  Score: Raw -4482747.301812 + Penalty 11925.386916 = -4470821.914896
  nChanged 25
		SP:Iteration 36Q (67886.130000 sec): 3 clusters
  Score: Raw -4482754.062566 + Penalty 11925.386916 = -4470828.675650
  nChanged 18
		SP:Iteration 37Q (67886.250000 sec): 3 clusters
  Score: Raw -4482758.998693 + Penalty 11925.386916 = -4470833.611777
  nChanged 16
		SP:Iteration 38Q (67886.370000 sec): 3 clusters
  Score: Raw -4482763.586330 + Penalty 11925.386916 = -4470838.199414
  nChanged 15
		SP:Iteration 39Q (67886.490000 sec): 3 clusters
  Score: Raw -4482768.123159 + Penalty 11925.386916 = -4470842.736243
  nChanged 19
		SP:Iteration 40F (67886.610000 sec): 3 clusters
  Score: Raw -4482773.393738 + Penalty 11925.386916 = -4470848.006821
  nChanged 22
		SP:Iteration 41Q (67886.730000 sec): 3 clusters
  Score: Raw -4482778.894873 + Penalty 11925.386916 = -4470853.507957
  nChanged 19
		SP:Iteration 42Q (67886.850000 sec): 3 clusters
  Score: Raw -4482784.117337 + Penalty 11925.386916 = -4470858.730420
  nChanged 16
		SP:Iteration 43Q (67886.970000 sec): 3 clusters
  Score: Raw -4482788.233055 + Penalty 11925.386916 = -4470862.846139
  nChanged 16
		SP:Iteration 44Q (67887.090000 sec): 3 clusters
  Score: Raw -4482791.805367 + Penalty 11925.386916 = -4470866.418451
  nChanged 12
		SP:Iteration 45Q (67887.210000 sec): 3 clusters
  Score: Raw -4482795.661120 + Penalty 11925.386916 = -4470870.274204
  nChanged 11
		SP:Iteration 46Q (67887.330000 sec): 3 clusters
  Score: Raw -4482798.574809 + Penalty 11925.386916 = -4470873.187893
  nChanged 5
		SP:Iteration 47Q (67887.450000 sec): 3 clusters
  Score: Raw -4482799.813784 + Penalty 11925.386916 = -4470874.426868
  nChanged 3
		SP:Iteration 48Q (67887.570000 sec): 3 clusters
  Score: Raw -4482800.329299 + Penalty 11925.386916 = -4470874.942382
  nChanged 2
		SP:Iteration 49Q (67887.680000 sec): 3 clusters
  Score: Raw -4482800.718930 + Penalty 11925.386916 = -4470875.332014
  nChanged 3
		SP:Iteration 50Q (67887.800000 sec): 3 clusters
  Score: Raw -4482801.517427 + Penalty 11925.386916 = -4470876.130510
  nChanged 6
		SP:Iteration 51Q (67887.920000 sec): 3 clusters
  Score: Raw -4482803.255295 + Penalty 11925.386916 = -4470877.868378
  nChanged 13
		SP:Iteration 52Q (67888.040000 sec): 3 clusters
  Score: Raw -4482807.335677 + Penalty 11925.386916 = -4470881.948761
  nChanged 10
		SP:Iteration 53Q (67888.160000 sec): 3 clusters
  Score: Raw -4482810.517391 + Penalty 11925.386916 = -4470885.130474
  nChanged 6
		SP:Iteration 54Q (67888.270000 sec): 3 clusters
  Score: Raw -4482812.225917 + Penalty 11925.386916 = -4470886.839001
  nChanged 3
		SP:Iteration 55Q (67888.390000 sec): 3 clusters
  Score: Raw -4482812.837759 + Penalty 11925.386916 = -4470887.450843
  nChanged 6
		SP:Iteration 56Q (67888.510000 sec): 3 clusters
  Score: Raw -4482814.747026 + Penalty 11925.386916 = -4470889.360110
  nChanged 11
		SP:Iteration 57Q (67888.630000 sec): 3 clusters
  Score: Raw -4482818.429933 + Penalty 11925.386916 = -4470893.043017
  nChanged 12
		SP:Iteration 58Q (67888.740000 sec): 3 clusters
  Score: Raw -4482821.754961 + Penalty 11925.386916 = -4470896.368045
  nChanged 12
		SP:Iteration 59Q (67888.860000 sec): 3 clusters
  Score: Raw -4482825.376424 + Penalty 11925.386916 = -4470899.989508
  nChanged 8
		SP:Iteration 60F (67888.980000 sec): 3 clusters
  Score: Raw -4482827.531149 + Penalty 11925.386916 = -4470902.144232
  nChanged 13
		SP:Iteration 61Q (67889.100000 sec): 3 clusters
  Score: Raw -4482831.244786 + Penalty 11925.386916 = -4470905.857870
  nChanged 12
		SP:Iteration 62Q (67889.220000 sec): 3 clusters
  Score: Raw -4482834.418218 + Penalty 11925.386916 = -4470909.031302
  nChanged 15
		SP:Iteration 63Q (67889.340000 sec): 3 clusters
  Score: Raw -4482838.223525 + Penalty 11925.386916 = -4470912.836608
  nChanged 11
		SP:Iteration 64Q (67889.460000 sec): 3 clusters
  Score: Raw -4482841.444339 + Penalty 11925.386916 = -4470916.057423
  nChanged 5
		SP:Iteration 65Q (67889.570000 sec): 3 clusters
  Score: Raw -4482842.807012 + Penalty 11925.386916 = -4470917.420096
  nChanged 8
		SP:Iteration 66Q (67889.690000 sec): 3 clusters
  Score: Raw -4482844.890183 + Penalty 11925.386916 = -4470919.503267
  nChanged 5
		SP:Iteration 67Q (67889.810000 sec): 3 clusters
  Score: Raw -4482846.199624 + Penalty 11925.386916 = -4470920.812708
  nChanged 4
		SP:Iteration 68Q (67889.930000 sec): 3 clusters
  Score: Raw -4482847.117020 + Penalty 11925.386916 = -4470921.730104
  nChanged 2
		SP:Iteration 69Q (67890.050000 sec): 3 clusters
  Score: Raw -4482847.656870 + Penalty 11925.386916 = -4470922.269953
  nChanged 1
		SP:Iteration 70Q (67890.170000 sec): 3 clusters
  Score: Raw -4482848.166385 + Penalty 11925.386916 = -4470922.779469
  nChanged 2
		SP:Iteration 71Q (67890.290000 sec): 3 clusters
  Score: Raw -4482848.606139 + Penalty 11925.386916 = -4470923.219222
  nChanged 1
		SP:Iteration 72Q (67890.400000 sec): 3 clusters
  Score: Raw -4482848.876452 + Penalty 11925.386916 = -4470923.489536
  nChanged 1
		SP:Iteration 73Q (67890.520000 sec): 3 clusters
  Score: Raw -4482849.183420 + Penalty 11925.386916 = -4470923.796504
  nChanged 1
		SP:Iteration 74Q (67890.640000 sec): 3 clusters
  Score: Raw -4482849.441377 + Penalty 11925.386916 = -4470924.054460
  nChanged 0
		SP:Iteration 75F (67890.760000 sec): 3 clusters
  Score: Raw -4482849.441377 + Penalty 11925.386916 = -4470924.054460
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67890.960000 sec): 2 clusters
  Score: Raw -8532777.076015 + Penalty 6354.815180 = -8526422.260836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67891.200000 sec): 3 clusters
  Score: Raw -8515032.051641 + Penalty 12709.630359 = -8502322.421282
  nChanged 13583
		SP:Iteration 1F (67891.430000 sec): 3 clusters
  Score: Raw -8522360.385110 + Penalty 12709.630359 = -8509650.754750
  nChanged 2003
		SP:Iteration 2F (67891.670000 sec): 3 clusters
  Score: Raw -8523435.039647 + Penalty 12709.630359 = -8510725.409287
  nChanged 1943
		SP:Iteration 3F (67891.900000 sec): 3 clusters
  Score: Raw -8524653.919646 + Penalty 12709.630359 = -8511944.289286
  nChanged 2012
		SP:Iteration 4F (67892.130000 sec): 3 clusters
  Score: Raw -8526117.577171 + Penalty 12709.630359 = -8513407.946812
  nChanged 2091
		SP:Iteration 5F (67892.370000 sec): 3 clusters
  Score: Raw -8527759.728190 + Penalty 12709.630359 = -8515050.097831
  nChanged 2225
		SP:Iteration 6F (67892.610000 sec): 3 clusters
  Score: Raw -8529505.345428 + Penalty 12709.630359 = -8516795.715069
  nChanged 2059
		SP:Iteration 7F (67892.860000 sec): 3 clusters
  Score: Raw -8531004.786899 + Penalty 12709.630359 = -8518295.156540
  nChanged 1713
		SP:Iteration 8F (67893.110000 sec): 3 clusters
  Score: Raw -8532031.855472 + Penalty 12709.630359 = -8519322.225113
  nChanged 1282
		SP:Iteration 9Q (67893.350000 sec): 3 clusters
  Score: Raw -8532629.680440 + Penalty 12709.630359 = -8519920.050081
  nChanged 918
		SP:Iteration 10Q (67893.590000 sec): 3 clusters
  Score: Raw -8532946.827995 + Penalty 12709.630359 = -8520237.197636
  nChanged 635
		SP:Iteration 11Q (67893.820000 sec): 3 clusters
  Score: Raw -8533112.299615 + Penalty 12709.630359 = -8520402.669256
  nChanged 424
		SP:Iteration 12Q (67894.050000 sec): 3 clusters
  Score: Raw -8533213.401572 + Penalty 12709.630359 = -8520503.771213
  nChanged 309
		SP:Iteration 13Q (67894.290000 sec): 3 clusters
  Score: Raw -8533276.708190 + Penalty 12709.630359 = -8520567.077831
  nChanged 216
		SP:Iteration 14Q (67894.520000 sec): 3 clusters
  Score: Raw -8533315.121396 + Penalty 12709.630359 = -8520605.491037
  nChanged 168
		SP:Iteration 15Q (67894.750000 sec): 3 clusters
  Score: Raw -8533343.122082 + Penalty 12709.630359 = -8520633.491723
  nChanged 136
		SP:Iteration 16Q (67894.990000 sec): 3 clusters
  Score: Raw -8533365.043239 + Penalty 12709.630359 = -8520655.412880
  nChanged 105
		SP:Iteration 17Q (67895.220000 sec): 3 clusters
  Score: Raw -8533381.083718 + Penalty 12709.630359 = -8520671.453359
  nChanged 90
		SP:Iteration 18Q (67895.450000 sec): 3 clusters
  Score: Raw -8533395.017125 + Penalty 12709.630359 = -8520685.386766
  nChanged 87
		SP:Iteration 19Q (67895.690000 sec): 3 clusters
  Score: Raw -8533408.562541 + Penalty 12709.630359 = -8520698.932182
  nChanged 83
		SP:Iteration 20F (67895.920000 sec): 3 clusters
  Score: Raw -8533421.837671 + Penalty 12709.630359 = -8520712.207312
  nChanged 77
		SP:Iteration 21Q (67896.150000 sec): 3 clusters
  Score: Raw -8533434.726310 + Penalty 12709.630359 = -8520725.095951
  nChanged 64
		SP:Iteration 22Q (67896.390000 sec): 3 clusters
  Score: Raw -8533444.040806 + Penalty 12709.630359 = -8520734.410447
  nChanged 58
		SP:Iteration 23Q (67896.620000 sec): 3 clusters
  Score: Raw -8533452.875810 + Penalty 12709.630359 = -8520743.245451
  nChanged 53
		SP:Iteration 24Q (67896.860000 sec): 3 clusters
  Score: Raw -8533461.692051 + Penalty 12709.630359 = -8520752.061692
  nChanged 62
		SP:Iteration 25Q (67897.100000 sec): 3 clusters
  Score: Raw -8533471.771679 + Penalty 12709.630359 = -8520762.141320
  nChanged 56
		SP:Iteration 26Q (67897.330000 sec): 3 clusters
  Score: Raw -8533480.210196 + Penalty 12709.630359 = -8520770.579837
  nChanged 51
		SP:Iteration 27Q (67897.570000 sec): 3 clusters
  Score: Raw -8533486.479583 + Penalty 12709.630359 = -8520776.849224
  nChanged 50
		SP:Iteration 28Q (67897.800000 sec): 3 clusters
  Score: Raw -8533493.004004 + Penalty 12709.630359 = -8520783.373645
  nChanged 40
		SP:Iteration 29Q (67898.040000 sec): 3 clusters
  Score: Raw -8533497.985766 + Penalty 12709.630359 = -8520788.355407
  nChanged 40
		SP:Iteration 30Q (67898.280000 sec): 3 clusters
  Score: Raw -8533503.662426 + Penalty 12709.630359 = -8520794.032066
  nChanged 48
		SP:Iteration 31Q (67898.520000 sec): 3 clusters
  Score: Raw -8533510.274183 + Penalty 12709.630359 = -8520800.643824
  nChanged 45
		SP:Iteration 32Q (67898.750000 sec): 3 clusters
  Score: Raw -8533516.161389 + Penalty 12709.630359 = -8520806.531030
  nChanged 33
		SP:Iteration 33Q (67898.990000 sec): 3 clusters
  Score: Raw -8533519.557838 + Penalty 12709.630359 = -8520809.927479
  nChanged 24
		SP:Iteration 34Q (67899.220000 sec): 3 clusters
  Score: Raw -8533522.049110 + Penalty 12709.630359 = -8520812.418751
  nChanged 21
		SP:Iteration 35Q (67899.450000 sec): 3 clusters
  Score: Raw -8533524.392840 + Penalty 12709.630359 = -8520814.762481
  nChanged 17
		SP:Iteration 36Q (67899.690000 sec): 3 clusters
  Score: Raw -8533526.105580 + Penalty 12709.630359 = -8520816.475221
  nChanged 17
		SP:Iteration 37Q (67899.930000 sec): 3 clusters
  Score: Raw -8533528.009356 + Penalty 12709.630359 = -8520818.378997
  nChanged 18
		SP:Iteration 38Q (67900.170000 sec): 3 clusters
  Score: Raw -8533529.798665 + Penalty 12709.630359 = -8520820.168306
  nChanged 14
		SP:Iteration 39Q (67900.410000 sec): 3 clusters
  Score: Raw -8533531.199403 + Penalty 12709.630359 = -8520821.569044
  nChanged 18
		SP:Iteration 40F (67900.650000 sec): 3 clusters
  Score: Raw -8533532.943398 + Penalty 12709.630359 = -8520823.313039
  nChanged 13
		SP:Iteration 41Q (67900.890000 sec): 3 clusters
  Score: Raw -8533534.543365 + Penalty 12709.630359 = -8520824.913006
  nChanged 12
		SP:Iteration 42Q (67901.120000 sec): 3 clusters
  Score: Raw -8533535.940958 + Penalty 12709.630359 = -8520826.310599
  nChanged 12
		SP:Iteration 43Q (67901.350000 sec): 3 clusters
  Score: Raw -8533537.265248 + Penalty 12709.630359 = -8520827.634889
  nChanged 4
		SP:Iteration 44Q (67901.590000 sec): 3 clusters
  Score: Raw -8533537.747595 + Penalty 12709.630359 = -8520828.117236
  nChanged 6
		SP:Iteration 45Q (67901.830000 sec): 3 clusters
  Score: Raw -8533538.618029 + Penalty 12709.630359 = -8520828.987670
  nChanged 11
		SP:Iteration 46Q (67902.070000 sec): 3 clusters
  Score: Raw -8533539.780763 + Penalty 12709.630359 = -8520830.150404
  nChanged 8
		SP:Iteration 47Q (67902.310000 sec): 3 clusters
  Score: Raw -8533540.881932 + Penalty 12709.630359 = -8520831.251573
  nChanged 13
		SP:Iteration 48Q (67902.540000 sec): 3 clusters
  Score: Raw -8533542.375374 + Penalty 12709.630359 = -8520832.745015
  nChanged 7
		SP:Iteration 49Q (67902.770000 sec): 3 clusters
  Score: Raw -8533543.138966 + Penalty 12709.630359 = -8520833.508607
  nChanged 7
		SP:Iteration 50Q (67903.010000 sec): 3 clusters
  Score: Raw -8533543.772379 + Penalty 12709.630359 = -8520834.142019
  nChanged 3
		SP:Iteration 51Q (67903.240000 sec): 3 clusters
  Score: Raw -8533544.107471 + Penalty 12709.630359 = -8520834.477112
  nChanged 4
		SP:Iteration 52Q (67903.470000 sec): 3 clusters
  Score: Raw -8533544.602845 + Penalty 12709.630359 = -8520834.972486
  nChanged 7
		SP:Iteration 53Q (67903.700000 sec): 3 clusters
  Score: Raw -8533545.397927 + Penalty 12709.630359 = -8520835.767567
  nChanged 6
		SP:Iteration 54Q (67903.930000 sec): 3 clusters
  Score: Raw -8533546.029940 + Penalty 12709.630359 = -8520836.399581
  nChanged 9
		SP:Iteration 55Q (67904.160000 sec): 3 clusters
  Score: Raw -8533546.970721 + Penalty 12709.630359 = -8520837.340362
  nChanged 10
		SP:Iteration 56Q (67904.400000 sec): 3 clusters
  Score: Raw -8533547.965737 + Penalty 12709.630359 = -8520838.335378
  nChanged 6
		SP:Iteration 57Q (67904.630000 sec): 3 clusters
  Score: Raw -8533548.535520 + Penalty 12709.630359 = -8520838.905161
  nChanged 3
		SP:Iteration 58Q (67904.870000 sec): 3 clusters
  Score: Raw -8533548.804419 + Penalty 12709.630359 = -8520839.174060
  nChanged 3
		SP:Iteration 59Q (67905.100000 sec): 3 clusters
  Score: Raw -8533549.023206 + Penalty 12709.630359 = -8520839.392847
  nChanged 2
		SP:Iteration 60F (67905.330000 sec): 3 clusters
  Score: Raw -8533549.207572 + Penalty 12709.630359 = -8520839.577213
  nChanged 1
		SP:Iteration 61Q (67905.570000 sec): 3 clusters
  Score: Raw -8533549.257226 + Penalty 12709.630359 = -8520839.626867
  nChanged 1
		SP:Iteration 62Q (67905.800000 sec): 3 clusters
  Score: Raw -8533549.322056 + Penalty 12709.630359 = -8520839.691697
  nChanged 0
		SP:Iteration 63F (67906.040000 sec): 3 clusters
  Score: Raw -8533549.322056 + Penalty 12709.630359 = -8520839.691697
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (9043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67906.110000 sec): 2 clusters
  Score: Raw -2352803.107596 + Penalty 5579.719582 = -2347223.388014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67906.180000 sec): 3 clusters
  Score: Raw -2348706.415253 + Penalty 11159.439165 = -2337546.976089
  nChanged 3303
		SP:Iteration 1F (67906.240000 sec): 3 clusters
  Score: Raw -2350573.251062 + Penalty 11159.439165 = -2339413.811897
  nChanged 664
		SP:Iteration 2F (67906.310000 sec): 3 clusters
  Score: Raw -2351006.445689 + Penalty 11159.439165 = -2339847.006524
  nChanged 463
		SP:Iteration 3F (67906.370000 sec): 3 clusters
  Score: Raw -2351293.631218 + Penalty 11159.439165 = -2340134.192054
  nChanged 367
		SP:Iteration 4Q (67906.440000 sec): 3 clusters
  Score: Raw -2351525.651117 + Penalty 11159.439165 = -2340366.211953
  nChanged 296
		SP:Iteration 5Q (67906.500000 sec): 3 clusters
  Score: Raw -2351722.056588 + Penalty 11159.439165 = -2340562.617423
  nChanged 282
		SP:Iteration 6Q (67906.570000 sec): 3 clusters
  Score: Raw -2351903.740337 + Penalty 11159.439165 = -2340744.301173
  nChanged 246
		SP:Iteration 7Q (67906.640000 sec): 3 clusters
  Score: Raw -2352046.181192 + Penalty 11159.439165 = -2340886.742028
  nChanged 199
		SP:Iteration 8Q (67906.700000 sec): 3 clusters
  Score: Raw -2352156.594093 + Penalty 11159.439165 = -2340997.154928
  nChanged 201
		SP:Iteration 9Q (67906.770000 sec): 3 clusters
  Score: Raw -2352278.556476 + Penalty 11159.439165 = -2341119.117312
  nChanged 211
		SP:Iteration 10Q (67906.830000 sec): 3 clusters
  Score: Raw -2352403.415506 + Penalty 11159.439165 = -2341243.976342
  nChanged 192
		SP:Iteration 11Q (67906.900000 sec): 3 clusters
  Score: Raw -2352519.845991 + Penalty 11159.439165 = -2341360.406827
  nChanged 197
		SP:Iteration 12Q (67906.960000 sec): 3 clusters
  Score: Raw -2352632.959984 + Penalty 11159.439165 = -2341473.520819
  nChanged 203
		SP:Iteration 13Q (67907.020000 sec): 3 clusters
  Score: Raw -2352746.730342 + Penalty 11159.439165 = -2341587.291178
  nChanged 156
		SP:Iteration 14Q (67907.090000 sec): 3 clusters
  Score: Raw -2352826.994150 + Penalty 11159.439165 = -2341667.554985
  nChanged 140
		SP:Iteration 15Q (67907.160000 sec): 3 clusters
  Score: Raw -2352903.684736 + Penalty 11159.439165 = -2341744.245572
  nChanged 147
		SP:Iteration 16Q (67907.220000 sec): 3 clusters
  Score: Raw -2352981.938931 + Penalty 11159.439165 = -2341822.499766
  nChanged 135
		SP:Iteration 17Q (67907.280000 sec): 3 clusters
  Score: Raw -2353054.297726 + Penalty 11159.439165 = -2341894.858562
  nChanged 126
		SP:Iteration 18Q (67907.340000 sec): 3 clusters
  Score: Raw -2353119.662862 + Penalty 11159.439165 = -2341960.223697
  nChanged 106
		SP:Iteration 19Q (67907.410000 sec): 3 clusters
  Score: Raw -2353167.797681 + Penalty 11159.439165 = -2342008.358516
  nChanged 64
		SP:Iteration 20F (67907.470000 sec): 3 clusters
  Score: Raw -2353195.279275 + Penalty 11159.439165 = -2342035.840111
  nChanged 59
		SP:Iteration 21Q (67907.540000 sec): 3 clusters
  Score: Raw -2353220.326980 + Penalty 11159.439165 = -2342060.887815
  nChanged 51
		SP:Iteration 22Q (67907.600000 sec): 3 clusters
  Score: Raw -2353244.785623 + Penalty 11159.439165 = -2342085.346459
  nChanged 58
		SP:Iteration 23Q (67907.670000 sec): 3 clusters
  Score: Raw -2353271.803920 + Penalty 11159.439165 = -2342112.364756
  nChanged 63
		SP:Iteration 24Q (67907.730000 sec): 3 clusters
  Score: Raw -2353300.977971 + Penalty 11159.439165 = -2342141.538807
  nChanged 55
		SP:Iteration 25Q (67907.800000 sec): 3 clusters
  Score: Raw -2353327.521414 + Penalty 11159.439165 = -2342168.082249
  nChanged 47
		SP:Iteration 26Q (67907.860000 sec): 3 clusters
  Score: Raw -2353353.060013 + Penalty 11159.439165 = -2342193.620848
  nChanged 65
		SP:Iteration 27Q (67907.920000 sec): 3 clusters
  Score: Raw -2353382.789211 + Penalty 11159.439165 = -2342223.350047
  nChanged 47
		SP:Iteration 28Q (67907.990000 sec): 3 clusters
  Score: Raw -2353404.470660 + Penalty 11159.439165 = -2342245.031495
  nChanged 48
		SP:Iteration 29Q (67908.050000 sec): 3 clusters
  Score: Raw -2353426.647097 + Penalty 11159.439165 = -2342267.207933
  nChanged 49
		SP:Iteration 30Q (67908.120000 sec): 3 clusters
  Score: Raw -2353445.878854 + Penalty 11159.439165 = -2342286.439689
  nChanged 31
		SP:Iteration 31Q (67908.180000 sec): 3 clusters
  Score: Raw -2353459.263814 + Penalty 11159.439165 = -2342299.824649
  nChanged 33
		SP:Iteration 32Q (67908.240000 sec): 3 clusters
  Score: Raw -2353474.239467 + Penalty 11159.439165 = -2342314.800302
  nChanged 36
		SP:Iteration 33Q (67908.310000 sec): 3 clusters
  Score: Raw -2353490.100998 + Penalty 11159.439165 = -2342330.661834
  nChanged 42
		SP:Iteration 34Q (67908.370000 sec): 3 clusters
  Score: Raw -2353507.606403 + Penalty 11159.439165 = -2342348.167239
  nChanged 33
		SP:Iteration 35Q (67908.440000 sec): 3 clusters
  Score: Raw -2353519.493950 + Penalty 11159.439165 = -2342360.054785
  nChanged 17
		SP:Iteration 36Q (67908.500000 sec): 3 clusters
  Score: Raw -2353526.441966 + Penalty 11159.439165 = -2342367.002801
  nChanged 14
		SP:Iteration 37Q (67908.560000 sec): 3 clusters
  Score: Raw -2353531.778248 + Penalty 11159.439165 = -2342372.339083
  nChanged 14
		SP:Iteration 38Q (67908.630000 sec): 3 clusters
  Score: Raw -2353537.582555 + Penalty 11159.439165 = -2342378.143390
  nChanged 13
		SP:Iteration 39Q (67908.690000 sec): 3 clusters
  Score: Raw -2353542.101035 + Penalty 11159.439165 = -2342382.661871
  nChanged 11
		SP:Iteration 40F (67908.760000 sec): 3 clusters
  Score: Raw -2353546.768224 + Penalty 11159.439165 = -2342387.329060
  nChanged 9
		SP:Iteration 41Q (67908.820000 sec): 3 clusters
  Score: Raw -2353550.252027 + Penalty 11159.439165 = -2342390.812863
  nChanged 5
		SP:Iteration 42Q (67908.880000 sec): 3 clusters
  Score: Raw -2353551.628849 + Penalty 11159.439165 = -2342392.189684
  nChanged 6
		SP:Iteration 43Q (67908.950000 sec): 3 clusters
  Score: Raw -2353553.201078 + Penalty 11159.439165 = -2342393.761913
  nChanged 5
		SP:Iteration 44Q (67909.010000 sec): 3 clusters
  Score: Raw -2353554.885489 + Penalty 11159.439165 = -2342395.446324
  nChanged 1
		SP:Iteration 45Q (67909.080000 sec): 3 clusters
  Score: Raw -2353555.254830 + Penalty 11159.439165 = -2342395.815665
  nChanged 1
		SP:Iteration 46Q (67909.140000 sec): 3 clusters
  Score: Raw -2353555.782315 + Penalty 11159.439165 = -2342396.343151
  nChanged 4
		SP:Iteration 47Q (67909.200000 sec): 3 clusters
  Score: Raw -2353557.485243 + Penalty 11159.439165 = -2342398.046079
  nChanged 2
		SP:Iteration 48Q (67909.270000 sec): 3 clusters
  Score: Raw -2353558.132865 + Penalty 11159.439165 = -2342398.693700
  nChanged 4
		SP:Iteration 49Q (67909.340000 sec): 3 clusters
  Score: Raw -2353560.035167 + Penalty 11159.439165 = -2342400.596003
  nChanged 7
		SP:Iteration 50Q (67909.400000 sec): 3 clusters
  Score: Raw -2353562.715921 + Penalty 11159.439165 = -2342403.276757
  nChanged 5
		SP:Iteration 51Q (67909.460000 sec): 3 clusters
  Score: Raw -2353564.514408 + Penalty 11159.439165 = -2342405.075243
  nChanged 8
		SP:Iteration 52Q (67909.530000 sec): 3 clusters
  Score: Raw -2353566.698712 + Penalty 11159.439165 = -2342407.259547
  nChanged 3
		SP:Iteration 53Q (67909.590000 sec): 3 clusters
  Score: Raw -2353567.551375 + Penalty 11159.439165 = -2342408.112211
  nChanged 2
		SP:Iteration 54Q (67909.660000 sec): 3 clusters
  Score: Raw -2353568.272480 + Penalty 11159.439165 = -2342408.833316
  nChanged 2
		SP:Iteration 55Q (67909.720000 sec): 3 clusters
  Score: Raw -2353568.905806 + Penalty 11159.439165 = -2342409.466642
  nChanged 3
		SP:Iteration 56Q (67909.780000 sec): 3 clusters
  Score: Raw -2353569.892887 + Penalty 11159.439165 = -2342410.453722
  nChanged 4
		SP:Iteration 57Q (67909.850000 sec): 3 clusters
  Score: Raw -2353571.203882 + Penalty 11159.439165 = -2342411.764717
  nChanged 2
		SP:Iteration 58Q (67909.910000 sec): 3 clusters
  Score: Raw -2353571.986853 + Penalty 11159.439165 = -2342412.547688
  nChanged 4
		SP:Iteration 59Q (67909.980000 sec): 3 clusters
  Score: Raw -2353573.317200 + Penalty 11159.439165 = -2342413.878035
  nChanged 2
		SP:Iteration 60F (67910.040000 sec): 3 clusters
  Score: Raw -2353573.800160 + Penalty 11159.439165 = -2342414.360995
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67910.060000 sec): 2 clusters
  Score: Raw -134082.430128 + Penalty 3898.409839 = -130184.020289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67910.060000 sec): 3 clusters
  Score: Raw -134574.413479 + Penalty 7796.819677 = -126777.593802
  nChanged 78
		SP:Iteration 1F (67910.060000 sec): 3 clusters
  Score: Raw -134949.821687 + Penalty 7796.819677 = -127153.002010
  nChanged 28
		SP:Iteration 2Q (67910.070000 sec): 3 clusters
  Score: Raw -135134.880855 + Penalty 7796.819677 = -127338.061178
  nChanged 22
		SP:Iteration 3Q (67910.070000 sec): 3 clusters
  Score: Raw -135238.513356 + Penalty 7796.819677 = -127441.693679
  nChanged 15
		SP:Iteration 4Q (67910.080000 sec): 3 clusters
  Score: Raw -135304.550535 + Penalty 7796.819677 = -127507.730858
  nChanged 11
		SP:Iteration 5Q (67910.080000 sec): 3 clusters
  Score: Raw -135348.211982 + Penalty 7796.819677 = -127551.392304
  nChanged 7
		SP:Iteration 6Q (67910.080000 sec): 3 clusters
  Score: Raw -135379.970637 + Penalty 7796.819677 = -127583.150959
  nChanged 2
		SP:Iteration 7Q (67910.090000 sec): 3 clusters
  Score: Raw -135389.655964 + Penalty 7796.819677 = -127592.836286
  nChanged 1
		SP:Iteration 8Q (67910.090000 sec): 3 clusters
  Score: Raw -135401.320720 + Penalty 7796.819677 = -127604.501043
  nChanged 0
		SP:Iteration 9F (67910.100000 sec): 3 clusters
  Score: Raw -135401.320720 + Penalty 7796.819677 = -127604.501043
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (12224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67910.180000 sec): 2 clusters
  Score: Raw -3097535.715129 + Penalty 5764.333363 = -3091771.381766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67910.270000 sec): 3 clusters
  Score: Raw -3091768.618918 + Penalty 11528.666726 = -3080239.952191
  nChanged 4694
		SP:Iteration 1F (67910.360000 sec): 3 clusters
  Score: Raw -3094808.996325 + Penalty 11528.666726 = -3083280.329598
  nChanged 1126
		SP:Iteration 2F (67910.450000 sec): 3 clusters
  Score: Raw -3095993.970223 + Penalty 11528.666726 = -3084465.303496
  nChanged 973
		SP:Iteration 3F (67910.540000 sec): 3 clusters
  Score: Raw -3097136.904370 + Penalty 11528.666726 = -3085608.237643
  nChanged 859
		SP:Iteration 4F (67910.630000 sec): 3 clusters
  Score: Raw -3098077.428457 + Penalty 11528.666726 = -3086548.761730
  nChanged 716
		SP:Iteration 5F (67910.710000 sec): 3 clusters
  Score: Raw -3098759.441073 + Penalty 11528.666726 = -3087230.774347
  nChanged 605
		SP:Iteration 6Q (67910.800000 sec): 3 clusters
  Score: Raw -3099245.160040 + Penalty 11528.666726 = -3087716.493313
  nChanged 511
		SP:Iteration 7Q (67910.890000 sec): 3 clusters
  Score: Raw -3099603.368978 + Penalty 11528.666726 = -3088074.702252
  nChanged 382
		SP:Iteration 8Q (67910.970000 sec): 3 clusters
  Score: Raw -3099866.619052 + Penalty 11528.666726 = -3088337.952326
  nChanged 289
		SP:Iteration 9Q (67911.060000 sec): 3 clusters
  Score: Raw -3100054.904354 + Penalty 11528.666726 = -3088526.237628
  nChanged 236
		SP:Iteration 10Q (67911.140000 sec): 3 clusters
  Score: Raw -3100177.282854 + Penalty 11528.666726 = -3088648.616128
  nChanged 200
		SP:Iteration 11Q (67911.220000 sec): 3 clusters
  Score: Raw -3100266.962513 + Penalty 11528.666726 = -3088738.295786
  nChanged 152
		SP:Iteration 12Q (67911.310000 sec): 3 clusters
  Score: Raw -3100333.264494 + Penalty 11528.666726 = -3088804.597767
  nChanged 97
		SP:Iteration 13Q (67911.390000 sec): 3 clusters
  Score: Raw -3100376.800295 + Penalty 11528.666726 = -3088848.133568
  nChanged 90
		SP:Iteration 14Q (67911.470000 sec): 3 clusters
  Score: Raw -3100408.845589 + Penalty 11528.666726 = -3088880.178863
  nChanged 70
		SP:Iteration 15Q (67911.550000 sec): 3 clusters
  Score: Raw -3100435.126370 + Penalty 11528.666726 = -3088906.459644
  nChanged 62
		SP:Iteration 16Q (67911.630000 sec): 3 clusters
  Score: Raw -3100460.096582 + Penalty 11528.666726 = -3088931.429855
  nChanged 40
		SP:Iteration 17Q (67911.720000 sec): 3 clusters
  Score: Raw -3100472.849501 + Penalty 11528.666726 = -3088944.182774
  nChanged 39
		SP:Iteration 18Q (67911.800000 sec): 3 clusters
  Score: Raw -3100484.849225 + Penalty 11528.666726 = -3088956.182499
  nChanged 38
		SP:Iteration 19Q (67911.880000 sec): 3 clusters
  Score: Raw -3100495.577502 + Penalty 11528.666726 = -3088966.910775
  nChanged 19
		SP:Iteration 20F (67911.970000 sec): 3 clusters
  Score: Raw -3100501.321615 + Penalty 11528.666726 = -3088972.654888
  nChanged 13
		SP:Iteration 21Q (67912.050000 sec): 3 clusters
  Score: Raw -3100505.253455 + Penalty 11528.666726 = -3088976.586729
  nChanged 16
		SP:Iteration 22Q (67912.130000 sec): 3 clusters
  Score: Raw -3100509.653170 + Penalty 11528.666726 = -3088980.986444
  nChanged 13
		SP:Iteration 23Q (67912.210000 sec): 3 clusters
  Score: Raw -3100512.462904 + Penalty 11528.666726 = -3088983.796178
  nChanged 3
		SP:Iteration 24Q (67912.300000 sec): 3 clusters
  Score: Raw -3100513.034313 + Penalty 11528.666726 = -3088984.367587
  nChanged 2
		SP:Iteration 25Q (67912.380000 sec): 3 clusters
  Score: Raw -3100513.376565 + Penalty 11528.666726 = -3088984.709839
  nChanged 3
		SP:Iteration 26Q (67912.460000 sec): 3 clusters
  Score: Raw -3100514.043747 + Penalty 11528.666726 = -3088985.377020
  nChanged 4
		SP:Iteration 27Q (67912.550000 sec): 3 clusters
  Score: Raw -3100514.867719 + Penalty 11528.666726 = -3088986.200992
  nChanged 2
		SP:Iteration 28Q (67912.630000 sec): 3 clusters
  Score: Raw -3100515.168130 + Penalty 11528.666726 = -3088986.501403
  nChanged 1
		SP:Iteration 29Q (67912.710000 sec): 3 clusters
  Score: Raw -3100515.365108 + Penalty 11528.666726 = -3088986.698381
  nChanged 0
		SP:Iteration 30F (67912.800000 sec): 3 clusters
  Score: Raw -3100515.365108 + Penalty 11528.666726 = -3088986.698381
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67912.910000 sec): 2 clusters
  Score: Raw -4632788.690274 + Penalty 5986.961445 = -4626801.728830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67913.040000 sec): 3 clusters
  Score: Raw -4623765.265855 + Penalty 11973.922890 = -4611791.342965
  nChanged 7066
		SP:Iteration 1F (67913.170000 sec): 3 clusters
  Score: Raw -4627565.577003 + Penalty 11973.922890 = -4615591.654113
  nChanged 1237
		SP:Iteration 2F (67913.290000 sec): 3 clusters
  Score: Raw -4628387.560295 + Penalty 11973.922890 = -4616413.637405
  nChanged 1055
		SP:Iteration 3F (67913.420000 sec): 3 clusters
  Score: Raw -4629472.630024 + Penalty 11973.922890 = -4617498.707134
  nChanged 1163
		SP:Iteration 4F (67913.550000 sec): 3 clusters
  Score: Raw -4630718.306222 + Penalty 11973.922890 = -4618744.383332
  nChanged 1305
		SP:Iteration 5F (67913.670000 sec): 3 clusters
  Score: Raw -4632014.568215 + Penalty 11973.922890 = -4620040.645326
  nChanged 1260
		SP:Iteration 6F (67913.810000 sec): 3 clusters
  Score: Raw -4633112.856805 + Penalty 11973.922890 = -4621138.933915
  nChanged 1157
		SP:Iteration 7F (67913.930000 sec): 3 clusters
  Score: Raw -4634092.433230 + Penalty 11973.922890 = -4622118.510340
  nChanged 984
		SP:Iteration 8F (67914.060000 sec): 3 clusters
  Score: Raw -4634864.803148 + Penalty 11973.922890 = -4622890.880259
  nChanged 757
		SP:Iteration 9Q (67914.190000 sec): 3 clusters
  Score: Raw -4635460.626228 + Penalty 11973.922890 = -4623486.703338
  nChanged 603
		SP:Iteration 10Q (67914.310000 sec): 3 clusters
  Score: Raw -4635939.352213 + Penalty 11973.922890 = -4623965.429324
  nChanged 506
		SP:Iteration 11Q (67914.430000 sec): 3 clusters
  Score: Raw -4636302.516036 + Penalty 11973.922890 = -4624328.593146
  nChanged 345
		SP:Iteration 12Q (67914.550000 sec): 3 clusters
  Score: Raw -4636533.510224 + Penalty 11973.922890 = -4624559.587334
  nChanged 257
		SP:Iteration 13Q (67914.670000 sec): 3 clusters
  Score: Raw -4636687.915051 + Penalty 11973.922890 = -4624713.992161
  nChanged 193
		SP:Iteration 14Q (67914.790000 sec): 3 clusters
  Score: Raw -4636797.830898 + Penalty 11973.922890 = -4624823.908009
  nChanged 151
		SP:Iteration 15Q (67914.910000 sec): 3 clusters
  Score: Raw -4636888.721164 + Penalty 11973.922890 = -4624914.798274
  nChanged 128
		SP:Iteration 16Q (67915.030000 sec): 3 clusters
  Score: Raw -4636960.151950 + Penalty 11973.922890 = -4624986.229061
  nChanged 107
		SP:Iteration 17Q (67915.140000 sec): 3 clusters
  Score: Raw -4637007.623960 + Penalty 11973.922890 = -4625033.701070
  nChanged 89
		SP:Iteration 18Q (67915.260000 sec): 3 clusters
  Score: Raw -4637040.735094 + Penalty 11973.922890 = -4625066.812204
  nChanged 77
		SP:Iteration 19Q (67915.370000 sec): 3 clusters
  Score: Raw -4637070.025427 + Penalty 11973.922890 = -4625096.102537
  nChanged 48
		SP:Iteration 20F (67915.500000 sec): 3 clusters
  Score: Raw -4637086.490732 + Penalty 11973.922890 = -4625112.567843
  nChanged 31
		SP:Iteration 21Q (67915.610000 sec): 3 clusters
  Score: Raw -4637095.437817 + Penalty 11973.922890 = -4625121.514927
  nChanged 26
		SP:Iteration 22Q (67915.730000 sec): 3 clusters
  Score: Raw -4637102.336354 + Penalty 11973.922890 = -4625128.413465
  nChanged 17
		SP:Iteration 23Q (67915.840000 sec): 3 clusters
  Score: Raw -4637107.016101 + Penalty 11973.922890 = -4625133.093211
  nChanged 14
		SP:Iteration 24Q (67915.950000 sec): 3 clusters
  Score: Raw -4637110.638424 + Penalty 11973.922890 = -4625136.715534
  nChanged 10
		SP:Iteration 25Q (67916.060000 sec): 3 clusters
  Score: Raw -4637112.749818 + Penalty 11973.922890 = -4625138.826929
  nChanged 6
		SP:Iteration 26Q (67916.170000 sec): 3 clusters
  Score: Raw -4637114.251038 + Penalty 11973.922890 = -4625140.328148
  nChanged 7
		SP:Iteration 27Q (67916.290000 sec): 3 clusters
  Score: Raw -4637115.940995 + Penalty 11973.922890 = -4625142.018105
  nChanged 3
		SP:Iteration 28Q (67916.400000 sec): 3 clusters
  Score: Raw -4637116.617049 + Penalty 11973.922890 = -4625142.694159
  nChanged 2
		SP:Iteration 29Q (67916.510000 sec): 3 clusters
  Score: Raw -4637116.932215 + Penalty 11973.922890 = -4625143.009326
  nChanged 1
		SP:Iteration 30Q (67916.620000 sec): 3 clusters
  Score: Raw -4637117.090740 + Penalty 11973.922890 = -4625143.167851
  nChanged 1
		SP:Iteration 31Q (67916.730000 sec): 3 clusters
  Score: Raw -4637117.427642 + Penalty 11973.922890 = -4625143.504752
  nChanged 3
		SP:Iteration 32Q (67916.850000 sec): 3 clusters
  Score: Raw -4637117.929484 + Penalty 11973.922890 = -4625144.006594
  nChanged 1
		SP:Iteration 33Q (67916.960000 sec): 3 clusters
  Score: Raw -4637118.413539 + Penalty 11973.922890 = -4625144.490649
  nChanged 0
		SP:Iteration 34F (67917.090000 sec): 3 clusters
  Score: Raw -4637118.413539 + Penalty 11973.922890 = -4625144.490649
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67917.230000 sec): 2 clusters
  Score: Raw -6405363.089646 + Penalty 6175.794606 = -6399187.295040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67917.420000 sec): 3 clusters
  Score: Raw -6392663.269498 + Penalty 12351.589212 = -6380311.680287
  nChanged 9852
		SP:Iteration 1F (67917.590000 sec): 3 clusters
  Score: Raw -6397962.235199 + Penalty 12351.589212 = -6385610.645988
  nChanged 1543
		SP:Iteration 2F (67917.760000 sec): 3 clusters
  Score: Raw -6398649.673311 + Penalty 12351.589212 = -6386298.084100
  nChanged 1101
		SP:Iteration 3Q (67917.940000 sec): 3 clusters
  Score: Raw -6399077.054775 + Penalty 12351.589212 = -6386725.465563
  nChanged 845
		SP:Iteration 4Q (67918.120000 sec): 3 clusters
  Score: Raw -6399365.081343 + Penalty 12351.589212 = -6387013.492131
  nChanged 652
		SP:Iteration 5Q (67918.290000 sec): 3 clusters
  Score: Raw -6399588.471919 + Penalty 12351.589212 = -6387236.882707
  nChanged 623
		SP:Iteration 6Q (67918.470000 sec): 3 clusters
  Score: Raw -6399799.344133 + Penalty 12351.589212 = -6387447.754921
  nChanged 579
		SP:Iteration 7Q (67918.660000 sec): 3 clusters
  Score: Raw -6399994.695002 + Penalty 12351.589212 = -6387643.105790
  nChanged 577
		SP:Iteration 8Q (67918.830000 sec): 3 clusters
  Score: Raw -6400203.801439 + Penalty 12351.589212 = -6387852.212227
  nChanged 614
		SP:Iteration 9Q (67919.010000 sec): 3 clusters
  Score: Raw -6400450.377423 + Penalty 12351.589212 = -6388098.788211
  nChanged 649
		SP:Iteration 10Q (67919.180000 sec): 3 clusters
  Score: Raw -6400719.289183 + Penalty 12351.589212 = -6388367.699972
  nChanged 714
		SP:Iteration 11Q (67919.360000 sec): 3 clusters
  Score: Raw -6401045.739978 + Penalty 12351.589212 = -6388694.150766
  nChanged 810
		SP:Iteration 12Q (67919.530000 sec): 3 clusters
  Score: Raw -6401473.467117 + Penalty 12351.589212 = -6389121.877905
  nChanged 916
		SP:Iteration 13Q (67919.710000 sec): 3 clusters
  Score: Raw -6402035.859251 + Penalty 12351.589212 = -6389684.270040
  nChanged 1016
		SP:Iteration 14Q (67919.880000 sec): 3 clusters
  Score: Raw -6402724.181243 + Penalty 12351.589212 = -6390372.592031
  nChanged 1034
		SP:Iteration 15Q (67920.060000 sec): 3 clusters
  Score: Raw -6403489.153623 + Penalty 12351.589212 = -6391137.564411
  nChanged 943
		SP:Iteration 16Q (67920.230000 sec): 3 clusters
  Score: Raw -6404224.673224 + Penalty 12351.589212 = -6391873.084012
  nChanged 779
		SP:Iteration 17Q (67920.410000 sec): 3 clusters
  Score: Raw -6404829.688759 + Penalty 12351.589212 = -6392478.099547
  nChanged 594
		SP:Iteration 18Q (67920.580000 sec): 3 clusters
  Score: Raw -6405312.090271 + Penalty 12351.589212 = -6392960.501059
  nChanged 417
		SP:Iteration 19Q (67920.750000 sec): 3 clusters
  Score: Raw -6405659.863982 + Penalty 12351.589212 = -6393308.274770
  nChanged 293
		SP:Iteration 20F (67920.930000 sec): 3 clusters
  Score: Raw -6405897.302505 + Penalty 12351.589212 = -6393545.713293
  nChanged 193
		SP:Iteration 21Q (67921.100000 sec): 3 clusters
  Score: Raw -6406073.482038 + Penalty 12351.589212 = -6393721.892826
  nChanged 143
		SP:Iteration 22Q (67921.250000 sec): 3 clusters
  Score: Raw -6406186.029407 + Penalty 12351.589212 = -6393834.440195
  nChanged 101
		SP:Iteration 23Q (67921.400000 sec): 3 clusters
  Score: Raw -6406259.118192 + Penalty 12351.589212 = -6393907.528980
  nChanged 52
		SP:Iteration 24Q (67921.550000 sec): 3 clusters
  Score: Raw -6406299.867564 + Penalty 12351.589212 = -6393948.278353
  nChanged 33
		SP:Iteration 25Q (67921.700000 sec): 3 clusters
  Score: Raw -6406326.381000 + Penalty 12351.589212 = -6393974.791788
  nChanged 29
		SP:Iteration 26Q (67921.850000 sec): 3 clusters
  Score: Raw -6406348.300817 + Penalty 12351.589212 = -6393996.711605
  nChanged 28
		SP:Iteration 27Q (67922.000000 sec): 3 clusters
  Score: Raw -6406370.339050 + Penalty 12351.589212 = -6394018.749838
  nChanged 24
		SP:Iteration 28Q (67922.140000 sec): 3 clusters
  Score: Raw -6406390.084100 + Penalty 12351.589212 = -6394038.494889
  nChanged 16
		SP:Iteration 29Q (67922.290000 sec): 3 clusters
  Score: Raw -6406402.560330 + Penalty 12351.589212 = -6394050.971119
  nChanged 12
		SP:Iteration 30Q (67922.440000 sec): 3 clusters
  Score: Raw -6406410.518044 + Penalty 12351.589212 = -6394058.928832
  nChanged 4
		SP:Iteration 31Q (67922.590000 sec): 3 clusters
  Score: Raw -6406413.435354 + Penalty 12351.589212 = -6394061.846143
  nChanged 4
		SP:Iteration 32Q (67922.740000 sec): 3 clusters
  Score: Raw -6406415.260178 + Penalty 12351.589212 = -6394063.670966
  nChanged 2
		SP:Iteration 33Q (67922.890000 sec): 3 clusters
  Score: Raw -6406416.436433 + Penalty 12351.589212 = -6394064.847222
  nChanged 4
		SP:Iteration 34Q (67923.030000 sec): 3 clusters
  Score: Raw -6406419.905849 + Penalty 12351.589212 = -6394068.316637
  nChanged 4
		SP:Iteration 35Q (67923.190000 sec): 3 clusters
  Score: Raw -6406423.414971 + Penalty 12351.589212 = -6394071.825760
  nChanged 5
		SP:Iteration 36Q (67923.330000 sec): 3 clusters
  Score: Raw -6406426.963003 + Penalty 12351.589212 = -6394075.373792
  nChanged 5
		SP:Iteration 37Q (67923.470000 sec): 3 clusters
  Score: Raw -6406429.176677 + Penalty 12351.589212 = -6394077.587465
  nChanged 3
		SP:Iteration 38Q (67923.610000 sec): 3 clusters
  Score: Raw -6406431.294986 + Penalty 12351.589212 = -6394079.705775
  nChanged 6
		SP:Iteration 39Q (67923.750000 sec): 3 clusters
  Score: Raw -6406436.857069 + Penalty 12351.589212 = -6394085.267857
  nChanged 6
		SP:Iteration 40F (67923.920000 sec): 3 clusters
  Score: Raw -6406441.467832 + Penalty 12351.589212 = -6394089.878620
  nChanged 3
		SP:Iteration 41Q (67924.070000 sec): 3 clusters
  Score: Raw -6406443.665842 + Penalty 12351.589212 = -6394092.076631
  nChanged 4
		SP:Iteration 42Q (67924.210000 sec): 3 clusters
  Score: Raw -6406446.173805 + Penalty 12351.589212 = -6394094.584593
  nChanged 2
		SP:Iteration 43Q (67924.350000 sec): 3 clusters
  Score: Raw -6406447.674233 + Penalty 12351.589212 = -6394096.085021
  nChanged 0
		SP:Iteration 44F (67924.520000 sec): 3 clusters
  Score: Raw -6406447.674233 + Penalty 12351.589212 = -6394096.085021
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67924.650000 sec): 2 clusters
  Score: Raw -5286142.109459 + Penalty 6075.126079 = -5280066.983380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67924.800000 sec): 3 clusters
  Score: Raw -5275621.778622 + Penalty 12150.252158 = -5263471.526464
  nChanged 8172
		SP:Iteration 1F (67924.950000 sec): 3 clusters
  Score: Raw -5279899.847063 + Penalty 12150.252158 = -5267749.594905
  nChanged 1384
		SP:Iteration 2F (67925.090000 sec): 3 clusters
  Score: Raw -5280528.454354 + Penalty 12150.252158 = -5268378.202197
  nChanged 907
		SP:Iteration 3Q (67925.240000 sec): 3 clusters
  Score: Raw -5280909.599211 + Penalty 12150.252158 = -5268759.347053
  nChanged 690
		SP:Iteration 4Q (67925.390000 sec): 3 clusters
  Score: Raw -5281170.664459 + Penalty 12150.252158 = -5269020.412301
  nChanged 568
		SP:Iteration 5Q (67925.530000 sec): 3 clusters
  Score: Raw -5281359.626080 + Penalty 12150.252158 = -5269209.373922
  nChanged 497
		SP:Iteration 6Q (67925.680000 sec): 3 clusters
  Score: Raw -5281530.903536 + Penalty 12150.252158 = -5269380.651378
  nChanged 414
		SP:Iteration 7Q (67925.830000 sec): 3 clusters
  Score: Raw -5281677.117738 + Penalty 12150.252158 = -5269526.865580
  nChanged 401
		SP:Iteration 8Q (67925.980000 sec): 3 clusters
  Score: Raw -5281811.339275 + Penalty 12150.252158 = -5269661.087117
  nChanged 349
		SP:Iteration 9Q (67926.130000 sec): 3 clusters
  Score: Raw -5281932.693322 + Penalty 12150.252158 = -5269782.441164
  nChanged 362
		SP:Iteration 10Q (67926.280000 sec): 3 clusters
  Score: Raw -5282064.243912 + Penalty 12150.252158 = -5269913.991754
  nChanged 352
		SP:Iteration 11Q (67926.430000 sec): 3 clusters
  Score: Raw -5282184.260868 + Penalty 12150.252158 = -5270034.008710
  nChanged 358
		SP:Iteration 12Q (67926.570000 sec): 3 clusters
  Score: Raw -5282296.416336 + Penalty 12150.252158 = -5270146.164178
  nChanged 347
		SP:Iteration 13Q (67926.730000 sec): 3 clusters
  Score: Raw -5282393.078231 + Penalty 12150.252158 = -5270242.826073
  nChanged 335
		SP:Iteration 14Q (67926.870000 sec): 3 clusters
  Score: Raw -5282498.761525 + Penalty 12150.252158 = -5270348.509367
  nChanged 344
		SP:Iteration 15Q (67927.020000 sec): 3 clusters
  Score: Raw -5282615.987477 + Penalty 12150.252158 = -5270465.735320
  nChanged 363
		SP:Iteration 16Q (67927.180000 sec): 3 clusters
  Score: Raw -5282742.107277 + Penalty 12150.252158 = -5270591.855119
  nChanged 413
		SP:Iteration 17Q (67927.320000 sec): 3 clusters
  Score: Raw -5282899.949728 + Penalty 12150.252158 = -5270749.697570
  nChanged 474
		SP:Iteration 18Q (67927.480000 sec): 3 clusters
  Score: Raw -5283094.453210 + Penalty 12150.252158 = -5270944.201052
  nChanged 529
		SP:Iteration 19Q (67927.630000 sec): 3 clusters
  Score: Raw -5283340.322066 + Penalty 12150.252158 = -5271190.069908
  nChanged 587
		SP:Iteration 20F (67927.780000 sec): 3 clusters
  Score: Raw -5283647.020726 + Penalty 12150.252158 = -5271496.768568
  nChanged 681
		SP:Iteration 21Q (67927.920000 sec): 3 clusters
  Score: Raw -5284030.232474 + Penalty 12150.252158 = -5271879.980316
  nChanged 701
		SP:Iteration 22Q (67928.070000 sec): 3 clusters
  Score: Raw -5284457.916655 + Penalty 12150.252158 = -5272307.664497
  nChanged 705
		SP:Iteration 23Q (67928.220000 sec): 3 clusters
  Score: Raw -5284929.273805 + Penalty 12150.252158 = -5272779.021647
  nChanged 672
		SP:Iteration 24Q (67928.380000 sec): 3 clusters
  Score: Raw -5285421.477052 + Penalty 12150.252158 = -5273271.224895
  nChanged 641
		SP:Iteration 25Q (67928.520000 sec): 3 clusters
  Score: Raw -5285905.281338 + Penalty 12150.252158 = -5273755.029180
  nChanged 507
		SP:Iteration 26Q (67928.670000 sec): 3 clusters
  Score: Raw -5286278.090543 + Penalty 12150.252158 = -5274127.838385
  nChanged 421
		SP:Iteration 27Q (67928.820000 sec): 3 clusters
  Score: Raw -5286617.521213 + Penalty 12150.252158 = -5274467.269056
  nChanged 327
		SP:Iteration 28Q (67928.960000 sec): 3 clusters
  Score: Raw -5286877.483474 + Penalty 12150.252158 = -5274727.231316
  nChanged 252
		SP:Iteration 29Q (67929.100000 sec): 3 clusters
  Score: Raw -5287097.355865 + Penalty 12150.252158 = -5274947.103707
  nChanged 203
		SP:Iteration 30Q (67929.240000 sec): 3 clusters
  Score: Raw -5287286.394772 + Penalty 12150.252158 = -5275136.142615
  nChanged 156
		SP:Iteration 31Q (67929.370000 sec): 3 clusters
  Score: Raw -5287414.063085 + Penalty 12150.252158 = -5275263.810927
  nChanged 114
		SP:Iteration 32Q (67929.500000 sec): 3 clusters
  Score: Raw -5287511.884738 + Penalty 12150.252158 = -5275361.632580
  nChanged 70
		SP:Iteration 33Q (67929.640000 sec): 3 clusters
  Score: Raw -5287575.127519 + Penalty 12150.252158 = -5275424.875361
  nChanged 60
		SP:Iteration 34Q (67929.770000 sec): 3 clusters
  Score: Raw -5287627.546899 + Penalty 12150.252158 = -5275477.294741
  nChanged 54
		SP:Iteration 35Q (67929.900000 sec): 3 clusters
  Score: Raw -5287672.872651 + Penalty 12150.252158 = -5275522.620493
  nChanged 46
		SP:Iteration 36Q (67930.020000 sec): 3 clusters
  Score: Raw -5287719.030431 + Penalty 12150.252158 = -5275568.778273
  nChanged 41
		SP:Iteration 37Q (67930.150000 sec): 3 clusters
  Score: Raw -5287756.555975 + Penalty 12150.252158 = -5275606.303817
  nChanged 29
		SP:Iteration 38Q (67930.270000 sec): 3 clusters
  Score: Raw -5287781.037844 + Penalty 12150.252158 = -5275630.785686
  nChanged 19
		SP:Iteration 39Q (67930.400000 sec): 3 clusters
  Score: Raw -5287796.847126 + Penalty 12150.252158 = -5275646.594968
  nChanged 17
		SP:Iteration 40F (67930.540000 sec): 3 clusters
  Score: Raw -5287813.549629 + Penalty 12150.252158 = -5275663.297471
  nChanged 17
		SP:Iteration 41Q (67930.670000 sec): 3 clusters
  Score: Raw -5287830.388330 + Penalty 12150.252158 = -5275680.136172
  nChanged 11
		SP:Iteration 42Q (67930.790000 sec): 3 clusters
  Score: Raw -5287838.732633 + Penalty 12150.252158 = -5275688.480475
  nChanged 8
		SP:Iteration 43Q (67930.920000 sec): 3 clusters
  Score: Raw -5287848.255397 + Penalty 12150.252158 = -5275698.003239
  nChanged 9
		SP:Iteration 44Q (67931.040000 sec): 3 clusters
  Score: Raw -5287857.655396 + Penalty 12150.252158 = -5275707.403238
  nChanged 9
		SP:Iteration 45Q (67931.160000 sec): 3 clusters
  Score: Raw -5287865.318426 + Penalty 12150.252158 = -5275715.066268
  nChanged 6
		SP:Iteration 46Q (67931.280000 sec): 3 clusters
  Score: Raw -5287871.181369 + Penalty 12150.252158 = -5275720.929212
  nChanged 4
		SP:Iteration 47Q (67931.400000 sec): 3 clusters
  Score: Raw -5287873.722160 + Penalty 12150.252158 = -5275723.470002
  nChanged 1
		SP:Iteration 48Q (67931.520000 sec): 3 clusters
  Score: Raw -5287874.193514 + Penalty 12150.252158 = -5275723.941356
  nChanged 0
		SP:Iteration 49F (67931.670000 sec): 3 clusters
  Score: Raw -5287874.193514 + Penalty 12150.252158 = -5275723.941356
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67931.690000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67931.690000 sec): 3 clusters
  Score: Raw -66777.269269 + Penalty 6825.888689 = -59951.380579
  nChanged 5
		SP:Iteration 1Q (67931.690000 sec): 3 clusters
  Score: Raw -66819.387019 + Penalty 6825.888689 = -59993.498330
  nChanged 1
		SP:Iteration 2Q (67931.700000 sec): 3 clusters
  Score: Raw -66824.138847 + Penalty 6825.888689 = -59998.250158
  nChanged 0
		SP:Iteration 3F (67931.700000 sec): 3 clusters
  Score: Raw -66824.138847 + Penalty 6825.888689 = -59998.250158
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (21235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67931.840000 sec): 2 clusters
  Score: Raw -5626212.020372 + Penalty 6102.586201 = -5620109.434171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67931.990000 sec): 3 clusters
  Score: Raw -5614949.912350 + Penalty 12205.172402 = -5602744.739948
  nChanged 8672
		SP:Iteration 1F (67932.150000 sec): 3 clusters
  Score: Raw -5619578.769042 + Penalty 12205.172402 = -5607373.596640
  nChanged 1443
		SP:Iteration 2F (67932.300000 sec): 3 clusters
  Score: Raw -5620281.358527 + Penalty 12205.172402 = -5608076.186125
  nChanged 1067
		SP:Iteration 3F (67932.460000 sec): 3 clusters
  Score: Raw -5620804.146855 + Penalty 12205.172402 = -5608598.974453
  nChanged 933
		SP:Iteration 4Q (67932.610000 sec): 3 clusters
  Score: Raw -5621264.793433 + Penalty 12205.172402 = -5609059.621031
  nChanged 767
		SP:Iteration 5Q (67932.770000 sec): 3 clusters
  Score: Raw -5621641.897778 + Penalty 12205.172402 = -5609436.725376
  nChanged 755
		SP:Iteration 6Q (67932.920000 sec): 3 clusters
  Score: Raw -5621992.399704 + Penalty 12205.172402 = -5609787.227301
  nChanged 700
		SP:Iteration 7Q (67933.080000 sec): 3 clusters
  Score: Raw -5622310.750714 + Penalty 12205.172402 = -5610105.578311
  nChanged 663
		SP:Iteration 8Q (67933.230000 sec): 3 clusters
  Score: Raw -5622635.217731 + Penalty 12205.172402 = -5610430.045329
  nChanged 654
		SP:Iteration 9Q (67933.390000 sec): 3 clusters
  Score: Raw -5622965.502630 + Penalty 12205.172402 = -5610760.330228
  nChanged 692
		SP:Iteration 10Q (67933.540000 sec): 3 clusters
  Score: Raw -5623312.333225 + Penalty 12205.172402 = -5611107.160822
  nChanged 667
		SP:Iteration 11Q (67933.700000 sec): 3 clusters
  Score: Raw -5623650.667237 + Penalty 12205.172402 = -5611445.494835
  nChanged 669
		SP:Iteration 12Q (67933.850000 sec): 3 clusters
  Score: Raw -5623987.220314 + Penalty 12205.172402 = -5611782.047912
  nChanged 634
		SP:Iteration 13Q (67934.000000 sec): 3 clusters
  Score: Raw -5624315.269171 + Penalty 12205.172402 = -5612110.096769
  nChanged 643
		SP:Iteration 14Q (67934.160000 sec): 3 clusters
  Score: Raw -5624634.582589 + Penalty 12205.172402 = -5612429.410186
  nChanged 605
		SP:Iteration 15Q (67934.310000 sec): 3 clusters
  Score: Raw -5624939.206587 + Penalty 12205.172402 = -5612734.034185
  nChanged 569
		SP:Iteration 16Q (67934.460000 sec): 3 clusters
  Score: Raw -5625206.242748 + Penalty 12205.172402 = -5613001.070346
  nChanged 493
		SP:Iteration 17Q (67934.620000 sec): 3 clusters
  Score: Raw -5625428.166280 + Penalty 12205.172402 = -5613222.993878
  nChanged 414
		SP:Iteration 18Q (67934.780000 sec): 3 clusters
  Score: Raw -5625605.566844 + Penalty 12205.172402 = -5613400.394442
  nChanged 387
		SP:Iteration 19Q (67934.930000 sec): 3 clusters
  Score: Raw -5625755.775491 + Penalty 12205.172402 = -5613550.603089
  nChanged 330
		SP:Iteration 20F (67935.080000 sec): 3 clusters
  Score: Raw -5625874.491789 + Penalty 12205.172402 = -5613669.319387
  nChanged 261
		SP:Iteration 21Q (67935.220000 sec): 3 clusters
  Score: Raw -5625959.361664 + Penalty 12205.172402 = -5613754.189262
  nChanged 227
		SP:Iteration 22Q (67935.380000 sec): 3 clusters
  Score: Raw -5626031.642920 + Penalty 12205.172402 = -5613826.470518
  nChanged 191
		SP:Iteration 23Q (67935.520000 sec): 3 clusters
  Score: Raw -5626082.504502 + Penalty 12205.172402 = -5613877.332099
  nChanged 148
		SP:Iteration 24Q (67935.670000 sec): 3 clusters
  Score: Raw -5626124.860665 + Penalty 12205.172402 = -5613919.688263
  nChanged 139
		SP:Iteration 25Q (67935.820000 sec): 3 clusters
  Score: Raw -5626161.433911 + Penalty 12205.172402 = -5613956.261509
  nChanged 114
		SP:Iteration 26Q (67935.970000 sec): 3 clusters
  Score: Raw -5626192.683121 + Penalty 12205.172402 = -5613987.510718
  nChanged 107
		SP:Iteration 27Q (67936.120000 sec): 3 clusters
  Score: Raw -5626222.028380 + Penalty 12205.172402 = -5614016.855978
  nChanged 92
		SP:Iteration 28Q (67936.270000 sec): 3 clusters
  Score: Raw -5626246.345698 + Penalty 12205.172402 = -5614041.173296
  nChanged 79
		SP:Iteration 29Q (67936.420000 sec): 3 clusters
  Score: Raw -5626265.470704 + Penalty 12205.172402 = -5614060.298302
  nChanged 74
		SP:Iteration 30Q (67936.560000 sec): 3 clusters
  Score: Raw -5626282.928550 + Penalty 12205.172402 = -5614077.756148
  nChanged 60
		SP:Iteration 31Q (67936.710000 sec): 3 clusters
  Score: Raw -5626294.048123 + Penalty 12205.172402 = -5614088.875721
  nChanged 51
		SP:Iteration 32Q (67936.860000 sec): 3 clusters
  Score: Raw -5626304.778386 + Penalty 12205.172402 = -5614099.605983
  nChanged 47
		SP:Iteration 33Q (67937.000000 sec): 3 clusters
  Score: Raw -5626314.004370 + Penalty 12205.172402 = -5614108.831967
  nChanged 38
		SP:Iteration 34Q (67937.150000 sec): 3 clusters
  Score: Raw -5626322.004390 + Penalty 12205.172402 = -5614116.831987
  nChanged 34
		SP:Iteration 35Q (67937.300000 sec): 3 clusters
  Score: Raw -5626327.972942 + Penalty 12205.172402 = -5614122.800540
  nChanged 32
		SP:Iteration 36Q (67937.450000 sec): 3 clusters
  Score: Raw -5626334.498218 + Penalty 12205.172402 = -5614129.325815
  nChanged 40
		SP:Iteration 37Q (67937.610000 sec): 3 clusters
  Score: Raw -5626341.424072 + Penalty 12205.172402 = -5614136.251670
  nChanged 37
		SP:Iteration 38Q (67937.760000 sec): 3 clusters
  Score: Raw -5626348.605598 + Penalty 12205.172402 = -5614143.433196
  nChanged 25
		SP:Iteration 39Q (67937.900000 sec): 3 clusters
  Score: Raw -5626352.630754 + Penalty 12205.172402 = -5614147.458351
  nChanged 21
		SP:Iteration 40F (67938.050000 sec): 3 clusters
  Score: Raw -5626356.490450 + Penalty 12205.172402 = -5614151.318048
  nChanged 24
		SP:Iteration 41Q (67938.200000 sec): 3 clusters
  Score: Raw -5626361.720173 + Penalty 12205.172402 = -5614156.547771
  nChanged 23
		SP:Iteration 42Q (67938.340000 sec): 3 clusters
  Score: Raw -5626365.628168 + Penalty 12205.172402 = -5614160.455765
  nChanged 21
		SP:Iteration 43Q (67938.490000 sec): 3 clusters
  Score: Raw -5626369.199905 + Penalty 12205.172402 = -5614164.027503
  nChanged 16
		SP:Iteration 44Q (67938.640000 sec): 3 clusters
  Score: Raw -5626371.934677 + Penalty 12205.172402 = -5614166.762275
  nChanged 19
		SP:Iteration 45Q (67938.780000 sec): 3 clusters
  Score: Raw -5626374.918817 + Penalty 12205.172402 = -5614169.746415
  nChanged 19
		SP:Iteration 46Q (67938.920000 sec): 3 clusters
  Score: Raw -5626378.222761 + Penalty 12205.172402 = -5614173.050358
  nChanged 22
		SP:Iteration 47Q (67939.070000 sec): 3 clusters
  Score: Raw -5626381.540849 + Penalty 12205.172402 = -5614176.368447
  nChanged 13
		SP:Iteration 48Q (67939.220000 sec): 3 clusters
  Score: Raw -5626383.660190 + Penalty 12205.172402 = -5614178.487787
  nChanged 11
		SP:Iteration 49Q (67939.360000 sec): 3 clusters
  Score: Raw -5626385.577733 + Penalty 12205.172402 = -5614180.405330
  nChanged 14
		SP:Iteration 50Q (67939.500000 sec): 3 clusters
  Score: Raw -5626387.915188 + Penalty 12205.172402 = -5614182.742786
  nChanged 15
		SP:Iteration 51Q (67939.650000 sec): 3 clusters
  Score: Raw -5626390.159140 + Penalty 12205.172402 = -5614184.986737
  nChanged 14
		SP:Iteration 52Q (67939.790000 sec): 3 clusters
  Score: Raw -5626392.128268 + Penalty 12205.172402 = -5614186.955865
  nChanged 10
		SP:Iteration 53Q (67939.940000 sec): 3 clusters
  Score: Raw -5626393.756668 + Penalty 12205.172402 = -5614188.584265
  nChanged 14
		SP:Iteration 54Q (67940.080000 sec): 3 clusters
  Score: Raw -5626395.945565 + Penalty 12205.172402 = -5614190.773163
  nChanged 15
		SP:Iteration 55Q (67940.230000 sec): 3 clusters
  Score: Raw -5626399.536584 + Penalty 12205.172402 = -5614194.364181
  nChanged 21
		SP:Iteration 56Q (67940.370000 sec): 3 clusters
  Score: Raw -5626403.591353 + Penalty 12205.172402 = -5614198.418951
  nChanged 24
		SP:Iteration 57Q (67940.520000 sec): 3 clusters
  Score: Raw -5626407.297192 + Penalty 12205.172402 = -5614202.124790
  nChanged 26
		SP:Iteration 58Q (67940.660000 sec): 3 clusters
  Score: Raw -5626412.578382 + Penalty 12205.172402 = -5614207.405980
  nChanged 33
		SP:Iteration 59Q (67940.810000 sec): 3 clusters
  Score: Raw -5626418.369893 + Penalty 12205.172402 = -5614213.197491
  nChanged 33
		SP:Iteration 60F (67940.960000 sec): 3 clusters
  Score: Raw -5626424.240436 + Penalty 12205.172402 = -5614219.068034
  nChanged 41
		SP:Iteration 61Q (67941.110000 sec): 3 clusters
  Score: Raw -5626433.110831 + Penalty 12205.172402 = -5614227.938428
  nChanged 31
		SP:Iteration 62Q (67941.250000 sec): 3 clusters
  Score: Raw -5626439.602301 + Penalty 12205.172402 = -5614234.429899
  nChanged 38
		SP:Iteration 63Q (67941.400000 sec): 3 clusters
  Score: Raw -5626447.225064 + Penalty 12205.172402 = -5614242.052662
  nChanged 36
		SP:Iteration 64Q (67941.540000 sec): 3 clusters
  Score: Raw -5626452.889741 + Penalty 12205.172402 = -5614247.717338
  nChanged 28
		SP:Iteration 65Q (67941.690000 sec): 3 clusters
  Score: Raw -5626458.012723 + Penalty 12205.172402 = -5614252.840321
  nChanged 27
		SP:Iteration 66Q (67941.830000 sec): 3 clusters
  Score: Raw -5626462.601184 + Penalty 12205.172402 = -5614257.428782
  nChanged 28
		SP:Iteration 67Q (67941.980000 sec): 3 clusters
  Score: Raw -5626467.320478 + Penalty 12205.172402 = -5614262.148075
  nChanged 28
		SP:Iteration 68Q (67942.120000 sec): 3 clusters
  Score: Raw -5626474.095190 + Penalty 12205.172402 = -5614268.922788
  nChanged 29
		SP:Iteration 69Q (67942.260000 sec): 3 clusters
  Score: Raw -5626479.967477 + Penalty 12205.172402 = -5614274.795075
  nChanged 32
		SP:Iteration 70Q (67942.410000 sec): 3 clusters
  Score: Raw -5626486.137068 + Penalty 12205.172402 = -5614280.964666
  nChanged 31
		SP:Iteration 71Q (67942.550000 sec): 3 clusters
  Score: Raw -5626492.768181 + Penalty 12205.172402 = -5614287.595778
  nChanged 19
		SP:Iteration 72Q (67942.700000 sec): 3 clusters
  Score: Raw -5626495.825258 + Penalty 12205.172402 = -5614290.652856
  nChanged 15
		SP:Iteration 73Q (67942.840000 sec): 3 clusters
  Score: Raw -5626498.622378 + Penalty 12205.172402 = -5614293.449976
  nChanged 18
		SP:Iteration 74Q (67942.980000 sec): 3 clusters
  Score: Raw -5626501.409547 + Penalty 12205.172402 = -5614296.237144
  nChanged 8
		SP:Iteration 75Q (67943.130000 sec): 3 clusters
  Score: Raw -5626502.419143 + Penalty 12205.172402 = -5614297.246741
  nChanged 4
		SP:Iteration 76Q (67943.280000 sec): 3 clusters
  Score: Raw -5626503.050957 + Penalty 12205.172402 = -5614297.878554
  nChanged 2
		SP:Iteration 77Q (67943.420000 sec): 3 clusters
  Score: Raw -5626503.420438 + Penalty 12205.172402 = -5614298.248036
  nChanged 4
		SP:Iteration 78Q (67943.560000 sec): 3 clusters
  Score: Raw -5626504.117991 + Penalty 12205.172402 = -5614298.945589
  nChanged 2
		SP:Iteration 79Q (67943.710000 sec): 3 clusters
  Score: Raw -5626504.459056 + Penalty 12205.172402 = -5614299.286653
  nChanged 1
		SP:Iteration 80F (67943.860000 sec): 3 clusters
  Score: Raw -5626504.714027 + Penalty 12205.172402 = -5614299.541625
  nChanged 2
		SP:Iteration 81Q (67944.010000 sec): 3 clusters
  Score: Raw -5626505.037558 + Penalty 12205.172402 = -5614299.865155
  nChanged 2
		SP:Iteration 82Q (67944.150000 sec): 3 clusters
  Score: Raw -5626505.414077 + Penalty 12205.172402 = -5614300.241675
  nChanged 2
		SP:Iteration 83Q (67944.290000 sec): 3 clusters
  Score: Raw -5626505.731840 + Penalty 12205.172402 = -5614300.559438
  nChanged 4
		SP:Iteration 84Q (67944.440000 sec): 3 clusters
  Score: Raw -5626506.392767 + Penalty 12205.172402 = -5614301.220364
  nChanged 5
		SP:Iteration 85Q (67944.580000 sec): 3 clusters
  Score: Raw -5626507.306107 + Penalty 12205.172402 = -5614302.133705
  nChanged 6
		SP:Iteration 86Q (67944.720000 sec): 3 clusters
  Score: Raw -5626508.587125 + Penalty 12205.172402 = -5614303.414722
  nChanged 6
		SP:Iteration 87Q (67944.870000 sec): 3 clusters
  Score: Raw -5626509.601479 + Penalty 12205.172402 = -5614304.429076
  nChanged 7
		SP:Iteration 88Q (67945.010000 sec): 3 clusters
  Score: Raw -5626510.653706 + Penalty 12205.172402 = -5614305.481304
  nChanged 6
		SP:Iteration 89Q (67945.160000 sec): 3 clusters
  Score: Raw -5626511.586096 + Penalty 12205.172402 = -5614306.413694
  nChanged 4
		SP:Iteration 90Q (67945.310000 sec): 3 clusters
  Score: Raw -5626512.061618 + Penalty 12205.172402 = -5614306.889216
  nChanged 4
		SP:Iteration 91Q (67945.460000 sec): 3 clusters
  Score: Raw -5626512.848128 + Penalty 12205.172402 = -5614307.675725
  nChanged 3
		SP:Iteration 92Q (67945.600000 sec): 3 clusters
  Score: Raw -5626513.191426 + Penalty 12205.172402 = -5614308.019023
  nChanged 3
		SP:Iteration 93Q (67945.740000 sec): 3 clusters
  Score: Raw -5626513.638344 + Penalty 12205.172402 = -5614308.465941
  nChanged 3
		SP:Iteration 94Q (67945.890000 sec): 3 clusters
  Score: Raw -5626514.081639 + Penalty 12205.172402 = -5614308.909236
  nChanged 1
		SP:Iteration 95Q (67946.030000 sec): 3 clusters
  Score: Raw -5626514.271152 + Penalty 12205.172402 = -5614309.098749
  nChanged 0
		SP:Iteration 96F (67946.190000 sec): 3 clusters
  Score: Raw -5626514.271152 + Penalty 12205.172402 = -5614309.098749
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (439705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67948.940000 sec): 2 clusters
  Score: Raw -116483854.948281 + Penalty 7958.738837 = -116475896.209443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67952.170000 sec): 3 clusters
  Score: Raw -116196461.922605 + Penalty 15917.477675 = -116180544.444930
  nChanged 211068
		SP:Iteration 1F (67955.440000 sec): 3 clusters
  Score: Raw -116321029.033127 + Penalty 15917.477675 = -116305111.555452
  nChanged 12183
		SP:Iteration 2Q (67958.750000 sec): 3 clusters
  Score: Raw -116323593.597749 + Penalty 15917.477675 = -116307676.120074
  nChanged 13328
		SP:Iteration 3Q (67962.010000 sec): 3 clusters
  Score: Raw -116326835.652184 + Penalty 15917.477675 = -116310918.174509
  nChanged 15032
		SP:Iteration 4Q (67965.290000 sec): 3 clusters
  Score: Raw -116331126.835197 + Penalty 15917.477675 = -116315209.357522
  nChanged 17480
		SP:Iteration 5Q (67968.580000 sec): 3 clusters
  Score: Raw -116337050.315788 + Penalty 15917.477675 = -116321132.838113
  nChanged 20339
		SP:Iteration 6Q (67971.860000 sec): 3 clusters
  Score: Raw -116345102.731901 + Penalty 15917.477675 = -116329185.254227
  nChanged 23082
		SP:Iteration 7F (67975.190000 sec): 3 clusters
  Score: Raw -116355293.631618 + Penalty 15917.477675 = -116339376.153943
  nChanged 24527
		SP:Iteration 8F (67978.450000 sec): 3 clusters
  Score: Raw -116366696.519703 + Penalty 15917.477675 = -116350779.042028
  nChanged 24411
		SP:Iteration 9F (67981.660000 sec): 3 clusters
  Score: Raw -116378338.020600 + Penalty 15917.477675 = -116362420.542925
  nChanged 22778
		SP:Iteration 10F (67984.880000 sec): 3 clusters
  Score: Raw -116389657.772143 + Penalty 15917.477675 = -116373740.294468
  nChanged 21135
		SP:Iteration 11Q (67988.140000 sec): 3 clusters
  Score: Raw -116401230.105212 + Penalty 15917.477675 = -116385312.627537
  nChanged 19973
		SP:Iteration 12Q (67991.360000 sec): 3 clusters
  Score: Raw -116413680.423800 + Penalty 15917.477675 = -116397762.946125
  nChanged 19126
		SP:Iteration 13Q (67994.590000 sec): 3 clusters
  Score: Raw -116427245.985310 + Penalty 15917.477675 = -116411328.507635
  nChanged 17142
		SP:Iteration 14Q (67997.780000 sec): 3 clusters
  Score: Raw -116440894.436697 + Penalty 15917.477675 = -116424976.959022
  nChanged 13485
		SP:Iteration 15Q (68000.860000 sec): 3 clusters
  Score: Raw -116452781.044121 + Penalty 15917.477675 = -116436863.566446
  nChanged 9907
		SP:Iteration 16Q (68003.710000 sec): 3 clusters
  Score: Raw -116462023.455272 + Penalty 15917.477675 = -116446105.977597
  nChanged 7361
		SP:Iteration 17Q (68006.360000 sec): 3 clusters
  Score: Raw -116468469.368114 + Penalty 15917.477675 = -116452551.890439
  nChanged 5434
		SP:Iteration 18Q (68008.820000 sec): 3 clusters
  Score: Raw -116472335.578539 + Penalty 15917.477675 = -116456418.100864
  nChanged 3792
		SP:Iteration 19Q (68011.200000 sec): 3 clusters
  Score: Raw -116474560.321858 + Penalty 15917.477675 = -116458642.844183
  nChanged 2731
		SP:Iteration 20F (68014.410000 sec): 3 clusters
  Score: Raw -116475974.141174 + Penalty 15917.477675 = -116460056.663499
  nChanged 2269
		SP:Iteration 21Q (68016.710000 sec): 3 clusters
  Score: Raw -116476979.864688 + Penalty 15917.477675 = -116461062.387013
  nChanged 1978
		SP:Iteration 22Q (68018.970000 sec): 3 clusters
  Score: Raw -116477789.313564 + Penalty 15917.477675 = -116461871.835889
  nChanged 1750
		SP:Iteration 23Q (68021.240000 sec): 3 clusters
  Score: Raw -116478456.453654 + Penalty 15917.477675 = -116462538.975979
  nChanged 1565
		SP:Iteration 24Q (68023.540000 sec): 3 clusters
  Score: Raw -116479030.358404 + Penalty 15917.477675 = -116463112.880729
  nChanged 1401
		SP:Iteration 25Q (68025.760000 sec): 3 clusters
  Score: Raw -116479532.453583 + Penalty 15917.477675 = -116463614.975908
  nChanged 1269
		SP:Iteration 26Q (68028.010000 sec): 3 clusters
  Score: Raw -116479994.854343 + Penalty 15917.477675 = -116464077.376668
  nChanged 1162
		SP:Iteration 27Q (68030.270000 sec): 3 clusters
  Score: Raw -116480423.022335 + Penalty 15917.477675 = -116464505.544660
  nChanged 1095
		SP:Iteration 28Q (68032.440000 sec): 3 clusters
  Score: Raw -116480830.095077 + Penalty 15917.477675 = -116464912.617402
  nChanged 987
		SP:Iteration 29Q (68034.590000 sec): 3 clusters
  Score: Raw -116481197.880142 + Penalty 15917.477675 = -116465280.402467
  nChanged 898
		SP:Iteration 30Q (68036.820000 sec): 3 clusters
  Score: Raw -116481515.283248 + Penalty 15917.477675 = -116465597.805573
  nChanged 790
		SP:Iteration 31Q (68039.070000 sec): 3 clusters
  Score: Raw -116481785.573015 + Penalty 15917.477675 = -116465868.095340
  nChanged 748
		SP:Iteration 32Q (68041.290000 sec): 3 clusters
  Score: Raw -116482046.560935 + Penalty 15917.477675 = -116466129.083260
  nChanged 686
		SP:Iteration 33Q (68043.510000 sec): 3 clusters
  Score: Raw -116482292.685300 + Penalty 15917.477675 = -116466375.207625
  nChanged 654
		SP:Iteration 34Q (68045.660000 sec): 3 clusters
  Score: Raw -116482538.457405 + Penalty 15917.477675 = -116466620.979730
  nChanged 605
		SP:Iteration 35Q (68047.820000 sec): 3 clusters
  Score: Raw -116482758.882516 + Penalty 15917.477675 = -116466841.404841
  nChanged 516
		SP:Iteration 36Q (68050.000000 sec): 3 clusters
  Score: Raw -116482954.103251 + Penalty 15917.477675 = -116467036.625576
  nChanged 507
		SP:Iteration 37Q (68052.120000 sec): 3 clusters
  Score: Raw -116483160.835681 + Penalty 15917.477675 = -116467243.358006
  nChanged 457
		SP:Iteration 38Q (68054.300000 sec): 3 clusters
  Score: Raw -116483340.907178 + Penalty 15917.477675 = -116467423.429503
  nChanged 409
		SP:Iteration 39Q (68056.460000 sec): 3 clusters
  Score: Raw -116483507.798591 + Penalty 15917.477675 = -116467590.320916
  nChanged 395
		SP:Iteration 40F (68059.640000 sec): 3 clusters
  Score: Raw -116483666.657281 + Penalty 15917.477675 = -116467749.179606
  nChanged 330
		SP:Iteration 41Q (68061.740000 sec): 3 clusters
  Score: Raw -116483807.798865 + Penalty 15917.477675 = -116467890.321190
  nChanged 305
		SP:Iteration 42Q (68063.880000 sec): 3 clusters
  Score: Raw -116483933.388612 + Penalty 15917.477675 = -116468015.910938
  nChanged 280
		SP:Iteration 43Q (68066.070000 sec): 3 clusters
  Score: Raw -116484040.628391 + Penalty 15917.477675 = -116468123.150716
  nChanged 227
		SP:Iteration 44Q (68068.260000 sec): 3 clusters
  Score: Raw -116484132.367885 + Penalty 15917.477675 = -116468214.890210
  nChanged 197
		SP:Iteration 45Q (68070.440000 sec): 3 clusters
  Score: Raw -116484212.312881 + Penalty 15917.477675 = -116468294.835206
  nChanged 166
		SP:Iteration 46Q (68072.620000 sec): 3 clusters
  Score: Raw -116484277.855624 + Penalty 15917.477675 = -116468360.377949
  nChanged 148
		SP:Iteration 47Q (68074.770000 sec): 3 clusters
  Score: Raw -116484343.031852 + Penalty 15917.477675 = -116468425.554177
  nChanged 140
		SP:Iteration 48Q (68076.920000 sec): 3 clusters
  Score: Raw -116484405.829153 + Penalty 15917.477675 = -116468488.351478
  nChanged 130
		SP:Iteration 49Q (68079.090000 sec): 3 clusters
  Score: Raw -116484465.551921 + Penalty 15917.477675 = -116468548.074246
  nChanged 108
		SP:Iteration 50Q (68081.240000 sec): 3 clusters
  Score: Raw -116484510.415201 + Penalty 15917.477675 = -116468592.937526
  nChanged 91
		SP:Iteration 51Q (68083.410000 sec): 3 clusters
  Score: Raw -116484549.981115 + Penalty 15917.477675 = -116468632.503440
  nChanged 83
		SP:Iteration 52Q (68085.600000 sec): 3 clusters
  Score: Raw -116484587.259624 + Penalty 15917.477675 = -116468669.781949
  nChanged 72
		SP:Iteration 53Q (68087.790000 sec): 3 clusters
  Score: Raw -116484620.746418 + Penalty 15917.477675 = -116468703.268743
  nChanged 75
		SP:Iteration 54Q (68089.970000 sec): 3 clusters
  Score: Raw -116484655.593152 + Penalty 15917.477675 = -116468738.115477
  nChanged 70
		SP:Iteration 55Q (68092.150000 sec): 3 clusters
  Score: Raw -116484687.312813 + Penalty 15917.477675 = -116468769.835138
  nChanged 60
		SP:Iteration 56Q (68094.330000 sec): 3 clusters
  Score: Raw -116484711.463577 + Penalty 15917.477675 = -116468793.985902
  nChanged 49
		SP:Iteration 57Q (68096.510000 sec): 3 clusters
  Score: Raw -116484733.318385 + Penalty 15917.477675 = -116468815.840710
  nChanged 56
		SP:Iteration 58Q (68098.700000 sec): 3 clusters
  Score: Raw -116484756.970460 + Penalty 15917.477675 = -116468839.492785
  nChanged 47
		SP:Iteration 59Q (68100.890000 sec): 3 clusters
  Score: Raw -116484777.905864 + Penalty 15917.477675 = -116468860.428189
  nChanged 41
		SP:Iteration 60F (68104.100000 sec): 3 clusters
  Score: Raw -116484798.557265 + Penalty 15917.477675 = -116468881.079591
  nChanged 48
		SP:Iteration 61Q (68106.190000 sec): 3 clusters
  Score: Raw -116484820.714476 + Penalty 15917.477675 = -116468903.236801
  nChanged 36
		SP:Iteration 62Q (68108.290000 sec): 3 clusters
  Score: Raw -116484837.967231 + Penalty 15917.477675 = -116468920.489556
  nChanged 32
		SP:Iteration 63Q (68110.390000 sec): 3 clusters
  Score: Raw -116484852.280536 + Penalty 15917.477675 = -116468934.802862
  nChanged 21
		SP:Iteration 64Q (68112.520000 sec): 3 clusters
  Score: Raw -116484862.197472 + Penalty 15917.477675 = -116468944.719797
  nChanged 27
		SP:Iteration 65Q (68114.620000 sec): 3 clusters
  Score: Raw -116484873.602358 + Penalty 15917.477675 = -116468956.124683
  nChanged 26
		SP:Iteration 66Q (68116.760000 sec): 3 clusters
  Score: Raw -116484883.124912 + Penalty 15917.477675 = -116468965.647237
  nChanged 16
		SP:Iteration 67Q (68118.940000 sec): 3 clusters
  Score: Raw -116484888.893074 + Penalty 15917.477675 = -116468971.415399
  nChanged 13
		SP:Iteration 68Q (68121.060000 sec): 3 clusters
  Score: Raw -116484893.806664 + Penalty 15917.477675 = -116468976.328989
  nChanged 15
		SP:Iteration 69Q (68123.180000 sec): 3 clusters
  Score: Raw -116484899.262390 + Penalty 15917.477675 = -116468981.784715
  nChanged 9
		SP:Iteration 70Q (68125.310000 sec): 3 clusters
  Score: Raw -116484902.605872 + Penalty 15917.477675 = -116468985.128197
  nChanged 7
		SP:Iteration 71Q (68127.460000 sec): 3 clusters
  Score: Raw -116484905.597286 + Penalty 15917.477675 = -116468988.119611
  nChanged 9
		SP:Iteration 72Q (68129.590000 sec): 3 clusters
  Score: Raw -116484909.410541 + Penalty 15917.477675 = -116468991.932866
  nChanged 9
		SP:Iteration 73Q (68131.710000 sec): 3 clusters
  Score: Raw -116484912.669898 + Penalty 15917.477675 = -116468995.192223
  nChanged 6
		SP:Iteration 74Q (68133.810000 sec): 3 clusters
  Score: Raw -116484915.257189 + Penalty 15917.477675 = -116468997.779514
  nChanged 4
		SP:Iteration 75Q (68135.940000 sec): 3 clusters
  Score: Raw -116484917.318358 + Penalty 15917.477675 = -116468999.840683
  nChanged 4
		SP:Iteration 76Q (68138.030000 sec): 3 clusters
  Score: Raw -116484919.145346 + Penalty 15917.477675 = -116469001.667671
  nChanged 3
		SP:Iteration 77Q (68140.140000 sec): 3 clusters
  Score: Raw -116484920.193377 + Penalty 15917.477675 = -116469002.715702
  nChanged 4
		SP:Iteration 78Q (68142.260000 sec): 3 clusters
  Score: Raw -116484921.534348 + Penalty 15917.477675 = -116469004.056673
  nChanged 5
		SP:Iteration 79Q (68144.370000 sec): 3 clusters
  Score: Raw -116484923.369717 + Penalty 15917.477675 = -116469005.892042
  nChanged 5
		SP:Iteration 80F (68147.600000 sec): 3 clusters
  Score: Raw -116484925.221082 + Penalty 15917.477675 = -116469007.743407
  nChanged 3
		SP:Iteration 81Q (68149.730000 sec): 3 clusters
  Score: Raw -116484926.401219 + Penalty 15917.477675 = -116469008.923544
  nChanged 6
		SP:Iteration 82Q (68151.830000 sec): 3 clusters
  Score: Raw -116484929.017338 + Penalty 15917.477675 = -116469011.539663
  nChanged 5
		SP:Iteration 83Q (68153.950000 sec): 3 clusters
  Score: Raw -116484930.925014 + Penalty 15917.477675 = -116469013.447339
  nChanged 4
		SP:Iteration 84Q (68156.120000 sec): 3 clusters
  Score: Raw -116484932.535194 + Penalty 15917.477675 = -116469015.057519
  nChanged 5
		SP:Iteration 85Q (68158.290000 sec): 3 clusters
  Score: Raw -116484934.860057 + Penalty 15917.477675 = -116469017.382382
  nChanged 4
		SP:Iteration 86Q (68160.430000 sec): 3 clusters
  Score: Raw -116484936.462013 + Penalty 15917.477675 = -116469018.984338
  nChanged 3
		SP:Iteration 87Q (68162.610000 sec): 3 clusters
  Score: Raw -116484937.534870 + Penalty 15917.477675 = -116469020.057195
  nChanged 2
		SP:Iteration 88Q (68164.770000 sec): 3 clusters
  Score: Raw -116484938.902807 + Penalty 15917.477675 = -116469021.425132
  nChanged 2
		SP:Iteration 89Q (68166.890000 sec): 3 clusters
  Score: Raw -116484939.396363 + Penalty 15917.477675 = -116469021.918688
  nChanged 2
		SP:Iteration 90Q (68169.030000 sec): 3 clusters
  Score: Raw -116484940.346791 + Penalty 15917.477675 = -116469022.869117
  nChanged 0
		SP:Iteration 91F (68172.210000 sec): 3 clusters
  Score: Raw -116484940.346791 + Penalty 15917.477675 = -116469022.869117
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68172.780000 sec): 2 clusters
  Score: Raw -15998603.754191 + Penalty 6740.295126 = -15991863.459065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68173.230000 sec): 3 clusters
  Score: Raw -15963315.632507 + Penalty 13480.590252 = -15949835.042256
  nChanged 26575
		SP:Iteration 1F (68173.670000 sec): 3 clusters
  Score: Raw -15977585.266170 + Penalty 13480.590252 = -15964104.675918
  nChanged 2958
		SP:Iteration 2Q (68174.110000 sec): 3 clusters
  Score: Raw -15978599.400835 + Penalty 13480.590252 = -15965118.810583
  nChanged 2560
		SP:Iteration 3Q (68174.550000 sec): 3 clusters
  Score: Raw -15979453.067375 + Penalty 13480.590252 = -15965972.477123
  nChanged 2229
		SP:Iteration 4Q (68175.000000 sec): 3 clusters
  Score: Raw -15980133.384108 + Penalty 13480.590252 = -15966652.793857
  nChanged 1991
		SP:Iteration 5Q (68175.450000 sec): 3 clusters
  Score: Raw -15980706.041941 + Penalty 13480.590252 = -15967225.451690
  nChanged 1781
		SP:Iteration 6Q (68175.910000 sec): 3 clusters
  Score: Raw -15981240.838767 + Penalty 13480.590252 = -15967760.248515
  nChanged 1771
		SP:Iteration 7Q (68176.360000 sec): 3 clusters
  Score: Raw -15981784.311558 + Penalty 13480.590252 = -15968303.721307
  nChanged 1769
		SP:Iteration 8Q (68176.820000 sec): 3 clusters
  Score: Raw -15982329.362206 + Penalty 13480.590252 = -15968848.771954
  nChanged 1718
		SP:Iteration 9Q (68177.260000 sec): 3 clusters
  Score: Raw -15982892.589266 + Penalty 13480.590252 = -15969411.999015
  nChanged 1818
		SP:Iteration 10Q (68177.700000 sec): 3 clusters
  Score: Raw -15983541.648743 + Penalty 13480.590252 = -15970061.058491
  nChanged 1955
		SP:Iteration 11Q (68178.140000 sec): 3 clusters
  Score: Raw -15984387.131798 + Penalty 13480.590252 = -15970906.541547
  nChanged 2314
		SP:Iteration 12Q (68178.580000 sec): 3 clusters
  Score: Raw -15985553.974589 + Penalty 13480.590252 = -15972073.384337
  nChanged 2671
		SP:Iteration 13Q (68179.020000 sec): 3 clusters
  Score: Raw -15987105.241305 + Penalty 13480.590252 = -15973624.651054
  nChanged 2905
		SP:Iteration 14Q (68179.450000 sec): 3 clusters
  Score: Raw -15988978.932307 + Penalty 13480.590252 = -15975498.342056
  nChanged 3028
		SP:Iteration 15F (68179.890000 sec): 3 clusters
  Score: Raw -15991153.387468 + Penalty 13480.590252 = -15977672.797216
  nChanged 2957
		SP:Iteration 16Q (68180.310000 sec): 3 clusters
  Score: Raw -15993388.451592 + Penalty 13480.590252 = -15979907.861341
  nChanged 2475
		SP:Iteration 17Q (68180.730000 sec): 3 clusters
  Score: Raw -15995329.731713 + Penalty 13480.590252 = -15981849.141462
  nChanged 1889
		SP:Iteration 18Q (68181.120000 sec): 3 clusters
  Score: Raw -15996842.760601 + Penalty 13480.590252 = -15983362.170349
  nChanged 1354
		SP:Iteration 19Q (68181.510000 sec): 3 clusters
  Score: Raw -15997923.849184 + Penalty 13480.590252 = -15984443.258932
  nChanged 953
		SP:Iteration 20F (68181.960000 sec): 3 clusters
  Score: Raw -15998664.404213 + Penalty 13480.590252 = -15985183.813961
  nChanged 629
		SP:Iteration 21Q (68182.320000 sec): 3 clusters
  Score: Raw -15999151.862309 + Penalty 13480.590252 = -15985671.272058
  nChanged 434
		SP:Iteration 22Q (68182.660000 sec): 3 clusters
  Score: Raw -15999481.745451 + Penalty 13480.590252 = -15986001.155199
  nChanged 296
		SP:Iteration 23Q (68183.010000 sec): 3 clusters
  Score: Raw -15999706.236292 + Penalty 13480.590252 = -15986225.646041
  nChanged 228
		SP:Iteration 24Q (68183.350000 sec): 3 clusters
  Score: Raw -15999894.319843 + Penalty 13480.590252 = -15986413.729592
  nChanged 172
		SP:Iteration 25Q (68183.670000 sec): 3 clusters
  Score: Raw -16000025.824145 + Penalty 13480.590252 = -15986545.233894
  nChanged 119
		SP:Iteration 26Q (68183.990000 sec): 3 clusters
  Score: Raw -16000121.978747 + Penalty 13480.590252 = -15986641.388496
  nChanged 100
		SP:Iteration 27Q (68184.310000 sec): 3 clusters
  Score: Raw -16000197.413106 + Penalty 13480.590252 = -15986716.822855
  nChanged 87
		SP:Iteration 28Q (68184.610000 sec): 3 clusters
  Score: Raw -16000272.036428 + Penalty 13480.590252 = -15986791.446176
  nChanged 72
		SP:Iteration 29Q (68184.920000 sec): 3 clusters
  Score: Raw -16000335.935715 + Penalty 13480.590252 = -15986855.345464
  nChanged 50
		SP:Iteration 30Q (68185.230000 sec): 3 clusters
  Score: Raw -16000373.884521 + Penalty 13480.590252 = -15986893.294270
  nChanged 36
		SP:Iteration 31Q (68185.530000 sec): 3 clusters
  Score: Raw -16000404.806404 + Penalty 13480.590252 = -15986924.216153
  nChanged 40
		SP:Iteration 32Q (68185.850000 sec): 3 clusters
  Score: Raw -16000432.234249 + Penalty 13480.590252 = -15986951.643997
  nChanged 29
		SP:Iteration 33Q (68186.150000 sec): 3 clusters
  Score: Raw -16000450.120455 + Penalty 13480.590252 = -15986969.530203
  nChanged 23
		SP:Iteration 34Q (68186.470000 sec): 3 clusters
  Score: Raw -16000466.139880 + Penalty 13480.590252 = -15986985.549628
  nChanged 18
		SP:Iteration 35Q (68186.780000 sec): 3 clusters
  Score: Raw -16000475.744451 + Penalty 13480.590252 = -15986995.154200
  nChanged 12
		SP:Iteration 36Q (68187.070000 sec): 3 clusters
  Score: Raw -16000482.011021 + Penalty 13480.590252 = -15987001.420769
  nChanged 8
		SP:Iteration 37Q (68187.380000 sec): 3 clusters
  Score: Raw -16000486.678443 + Penalty 13480.590252 = -15987006.088192
  nChanged 8
		SP:Iteration 38Q (68187.690000 sec): 3 clusters
  Score: Raw -16000493.605807 + Penalty 13480.590252 = -15987013.015556
  nChanged 6
		SP:Iteration 39Q (68187.990000 sec): 3 clusters
  Score: Raw -16000497.299034 + Penalty 13480.590252 = -15987016.708783
  nChanged 7
		SP:Iteration 40F (68188.430000 sec): 3 clusters
  Score: Raw -16000501.004903 + Penalty 13480.590252 = -15987020.414652
  nChanged 4
		SP:Iteration 41Q (68188.730000 sec): 3 clusters
  Score: Raw -16000503.831383 + Penalty 13480.590252 = -15987023.241131
  nChanged 5
		SP:Iteration 42Q (68189.040000 sec): 3 clusters
  Score: Raw -16000506.669686 + Penalty 13480.590252 = -15987026.079435
  nChanged 4
		SP:Iteration 43Q (68189.350000 sec): 3 clusters
  Score: Raw -16000509.616395 + Penalty 13480.590252 = -15987029.026143
  nChanged 5
		SP:Iteration 44Q (68189.660000 sec): 3 clusters
  Score: Raw -16000513.681917 + Penalty 13480.590252 = -15987033.091666
  nChanged 3
		SP:Iteration 45Q (68189.970000 sec): 3 clusters
  Score: Raw -16000514.979478 + Penalty 13480.590252 = -15987034.389227
  nChanged 1
		SP:Iteration 46Q (68190.290000 sec): 3 clusters
  Score: Raw -16000515.379695 + Penalty 13480.590252 = -15987034.789443
  nChanged 0
		SP:Iteration 47F (68190.720000 sec): 3 clusters
  Score: Raw -16000515.379695 + Penalty 13480.590252 = -15987034.789443
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68190.840000 sec): 2 clusters
  Score: Raw -4009015.375775 + Penalty 5905.601312 = -4003109.774463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68190.950000 sec): 3 clusters
  Score: Raw -4001398.010220 + Penalty 11811.202624 = -3989586.807596
  nChanged 5991
		SP:Iteration 1F (68191.070000 sec): 3 clusters
  Score: Raw -4004963.908813 + Penalty 11811.202624 = -3993152.706189
  nChanged 1204
		SP:Iteration 2F (68191.180000 sec): 3 clusters
  Score: Raw -4005874.103710 + Penalty 11811.202624 = -3994062.901086
  nChanged 1050
		SP:Iteration 3F (68191.290000 sec): 3 clusters
  Score: Raw -4006714.570900 + Penalty 11811.202624 = -3994903.368276
  nChanged 945
		SP:Iteration 4F (68191.410000 sec): 3 clusters
  Score: Raw -4007561.684504 + Penalty 11811.202624 = -3995750.481880
  nChanged 982
		SP:Iteration 5F (68191.520000 sec): 3 clusters
  Score: Raw -4008429.791691 + Penalty 11811.202624 = -3996618.589067
  nChanged 969
		SP:Iteration 6F (68191.630000 sec): 3 clusters
  Score: Raw -4009284.849183 + Penalty 11811.202624 = -3997473.646559
  nChanged 810
		SP:Iteration 7F (68191.750000 sec): 3 clusters
  Score: Raw -4009921.286709 + Penalty 11811.202624 = -3998110.084085
  nChanged 702
		SP:Iteration 8Q (68191.850000 sec): 3 clusters
  Score: Raw -4010423.358309 + Penalty 11811.202624 = -3998612.155685
  nChanged 568
		SP:Iteration 9Q (68191.970000 sec): 3 clusters
  Score: Raw -4010821.370382 + Penalty 11811.202624 = -3999010.167758
  nChanged 472
		SP:Iteration 10Q (68192.070000 sec): 3 clusters
  Score: Raw -4011099.090705 + Penalty 11811.202624 = -3999287.888081
  nChanged 366
		SP:Iteration 11Q (68192.180000 sec): 3 clusters
  Score: Raw -4011289.316569 + Penalty 11811.202624 = -3999478.113945
  nChanged 276
		SP:Iteration 12Q (68192.290000 sec): 3 clusters
  Score: Raw -4011406.323967 + Penalty 11811.202624 = -3999595.121344
  nChanged 202
		SP:Iteration 13Q (68192.400000 sec): 3 clusters
  Score: Raw -4011484.370785 + Penalty 11811.202624 = -3999673.168161
  nChanged 148
		SP:Iteration 14Q (68192.510000 sec): 3 clusters
  Score: Raw -4011540.527988 + Penalty 11811.202624 = -3999729.325364
  nChanged 150
		SP:Iteration 15Q (68192.620000 sec): 3 clusters
  Score: Raw -4011595.365861 + Penalty 11811.202624 = -3999784.163237
  nChanged 120
		SP:Iteration 16Q (68192.730000 sec): 3 clusters
  Score: Raw -4011640.502382 + Penalty 11811.202624 = -3999829.299758
  nChanged 116
		SP:Iteration 17Q (68192.830000 sec): 3 clusters
  Score: Raw -4011679.738199 + Penalty 11811.202624 = -3999868.535575
  nChanged 102
		SP:Iteration 18Q (68192.940000 sec): 3 clusters
  Score: Raw -4011713.581676 + Penalty 11811.202624 = -3999902.379052
  nChanged 91
		SP:Iteration 19Q (68193.050000 sec): 3 clusters
  Score: Raw -4011744.266742 + Penalty 11811.202624 = -3999933.064118
  nChanged 85
		SP:Iteration 20F (68193.160000 sec): 3 clusters
  Score: Raw -4011768.986873 + Penalty 11811.202624 = -3999957.784249
  nChanged 70
		SP:Iteration 21Q (68193.270000 sec): 3 clusters
  Score: Raw -4011787.658418 + Penalty 11811.202624 = -3999976.455794
  nChanged 63
		SP:Iteration 22Q (68193.370000 sec): 3 clusters
  Score: Raw -4011806.820449 + Penalty 11811.202624 = -3999995.617825
  nChanged 53
		SP:Iteration 23Q (68193.480000 sec): 3 clusters
  Score: Raw -4011821.894779 + Penalty 11811.202624 = -4000010.692155
  nChanged 63
		SP:Iteration 24Q (68193.590000 sec): 3 clusters
  Score: Raw -4011841.405497 + Penalty 11811.202624 = -4000030.202873
  nChanged 66
		SP:Iteration 25Q (68193.690000 sec): 3 clusters
  Score: Raw -4011863.042015 + Penalty 11811.202624 = -4000051.839391
  nChanged 71
		SP:Iteration 26Q (68193.790000 sec): 3 clusters
  Score: Raw -4011883.188147 + Penalty 11811.202624 = -4000071.985523
  nChanged 77
		SP:Iteration 27Q (68193.900000 sec): 3 clusters
  Score: Raw -4011906.371124 + Penalty 11811.202624 = -4000095.168500
  nChanged 67
		SP:Iteration 28Q (68194.010000 sec): 3 clusters
  Score: Raw -4011927.500686 + Penalty 11811.202624 = -4000116.298062
  nChanged 62
		SP:Iteration 29Q (68194.110000 sec): 3 clusters
  Score: Raw -4011944.381336 + Penalty 11811.202624 = -4000133.178712
  nChanged 57
		SP:Iteration 30Q (68194.220000 sec): 3 clusters
  Score: Raw -4011961.493117 + Penalty 11811.202624 = -4000150.290493
  nChanged 59
		SP:Iteration 31Q (68194.320000 sec): 3 clusters
  Score: Raw -4011978.141559 + Penalty 11811.202624 = -4000166.938935
  nChanged 45
		SP:Iteration 32Q (68194.430000 sec): 3 clusters
  Score: Raw -4011990.956091 + Penalty 11811.202624 = -4000179.753467
  nChanged 45
		SP:Iteration 33Q (68194.530000 sec): 3 clusters
  Score: Raw -4012002.402158 + Penalty 11811.202624 = -4000191.199534
  nChanged 44
		SP:Iteration 34Q (68194.640000 sec): 3 clusters
  Score: Raw -4012012.523872 + Penalty 11811.202624 = -4000201.321248
  nChanged 32
		SP:Iteration 35Q (68194.750000 sec): 3 clusters
  Score: Raw -4012020.175095 + Penalty 11811.202624 = -4000208.972471
  nChanged 32
		SP:Iteration 36Q (68194.850000 sec): 3 clusters
  Score: Raw -4012027.400016 + Penalty 11811.202624 = -4000216.197392
  nChanged 39
		SP:Iteration 37Q (68194.960000 sec): 3 clusters
  Score: Raw -4012036.682764 + Penalty 11811.202624 = -4000225.480140
  nChanged 31
		SP:Iteration 38Q (68195.060000 sec): 3 clusters
  Score: Raw -4012044.414813 + Penalty 11811.202624 = -4000233.212189
  nChanged 31
		SP:Iteration 39Q (68195.170000 sec): 3 clusters
  Score: Raw -4012051.649304 + Penalty 11811.202624 = -4000240.446680
  nChanged 27
		SP:Iteration 40F (68195.280000 sec): 3 clusters
  Score: Raw -4012057.770009 + Penalty 11811.202624 = -4000246.567385
  nChanged 30
		SP:Iteration 41Q (68195.380000 sec): 3 clusters
  Score: Raw -4012064.564875 + Penalty 11811.202624 = -4000253.362251
  nChanged 23
		SP:Iteration 42Q (68195.490000 sec): 3 clusters
  Score: Raw -4012069.077102 + Penalty 11811.202624 = -4000257.874478
  nChanged 28
		SP:Iteration 43Q (68195.590000 sec): 3 clusters
  Score: Raw -4012074.377191 + Penalty 11811.202624 = -4000263.174567
  nChanged 24
		SP:Iteration 44Q (68195.690000 sec): 3 clusters
  Score: Raw -4012078.936197 + Penalty 11811.202624 = -4000267.733573
  nChanged 23
		SP:Iteration 45Q (68195.800000 sec): 3 clusters
  Score: Raw -4012083.451857 + Penalty 11811.202624 = -4000272.249233
  nChanged 27
		SP:Iteration 46Q (68195.910000 sec): 3 clusters
  Score: Raw -4012089.756491 + Penalty 11811.202624 = -4000278.553867
  nChanged 22
		SP:Iteration 47Q (68196.010000 sec): 3 clusters
  Score: Raw -4012094.345760 + Penalty 11811.202624 = -4000283.143136
  nChanged 16
		SP:Iteration 48Q (68196.110000 sec): 3 clusters
  Score: Raw -4012097.834109 + Penalty 11811.202624 = -4000286.631485
  nChanged 19
		SP:Iteration 49Q (68196.220000 sec): 3 clusters
  Score: Raw -4012102.165183 + Penalty 11811.202624 = -4000290.962559
  nChanged 27
		SP:Iteration 50Q (68196.320000 sec): 3 clusters
  Score: Raw -4012108.800070 + Penalty 11811.202624 = -4000297.597446
  nChanged 25
		SP:Iteration 51Q (68196.430000 sec): 3 clusters
  Score: Raw -4012114.444865 + Penalty 11811.202624 = -4000303.242241
  nChanged 26
		SP:Iteration 52Q (68196.530000 sec): 3 clusters
  Score: Raw -4012121.158801 + Penalty 11811.202624 = -4000309.956177
  nChanged 30
		SP:Iteration 53Q (68196.630000 sec): 3 clusters
  Score: Raw -4012128.836090 + Penalty 11811.202624 = -4000317.633466
  nChanged 28
		SP:Iteration 54Q (68196.730000 sec): 3 clusters
  Score: Raw -4012136.029013 + Penalty 11811.202624 = -4000324.826389
  nChanged 31
		SP:Iteration 55Q (68196.840000 sec): 3 clusters
  Score: Raw -4012144.293149 + Penalty 11811.202624 = -4000333.090525
  nChanged 31
		SP:Iteration 56Q (68196.940000 sec): 3 clusters
  Score: Raw -4012151.208250 + Penalty 11811.202624 = -4000340.005626
  nChanged 24
		SP:Iteration 57Q (68197.050000 sec): 3 clusters
  Score: Raw -4012157.018600 + Penalty 11811.202624 = -4000345.815976
  nChanged 22
		SP:Iteration 58Q (68197.150000 sec): 3 clusters
  Score: Raw -4012161.713945 + Penalty 11811.202624 = -4000350.511322
  nChanged 21
		SP:Iteration 59Q (68197.250000 sec): 3 clusters
  Score: Raw -4012166.820145 + Penalty 11811.202624 = -4000355.617521
  nChanged 18
		SP:Iteration 60F (68197.370000 sec): 3 clusters
  Score: Raw -4012170.069056 + Penalty 11811.202624 = -4000358.866432
  nChanged 12
		SP:Iteration 61Q (68197.470000 sec): 3 clusters
  Score: Raw -4012172.269399 + Penalty 11811.202624 = -4000361.066775
  nChanged 14
		SP:Iteration 62Q (68197.570000 sec): 3 clusters
  Score: Raw -4012175.998036 + Penalty 11811.202624 = -4000364.795412
  nChanged 11
		SP:Iteration 63Q (68197.680000 sec): 3 clusters
  Score: Raw -4012178.571759 + Penalty 11811.202624 = -4000367.369135
  nChanged 13
		SP:Iteration 64Q (68197.780000 sec): 3 clusters
  Score: Raw -4012181.481926 + Penalty 11811.202624 = -4000370.279302
  nChanged 7
		SP:Iteration 65Q (68197.890000 sec): 3 clusters
  Score: Raw -4012182.533609 + Penalty 11811.202624 = -4000371.330985
  nChanged 12
		SP:Iteration 66Q (68197.990000 sec): 3 clusters
  Score: Raw -4012185.400064 + Penalty 11811.202624 = -4000374.197440
  nChanged 14
		SP:Iteration 67Q (68198.090000 sec): 3 clusters
  Score: Raw -4012188.458636 + Penalty 11811.202624 = -4000377.256012
  nChanged 9
		SP:Iteration 68Q (68198.190000 sec): 3 clusters
  Score: Raw -4012190.178694 + Penalty 11811.202624 = -4000378.976070
  nChanged 7
		SP:Iteration 69Q (68198.300000 sec): 3 clusters
  Score: Raw -4012191.766621 + Penalty 11811.202624 = -4000380.563997
  nChanged 10
		SP:Iteration 70Q (68198.410000 sec): 3 clusters
  Score: Raw -4012193.701342 + Penalty 11811.202624 = -4000382.498718
  nChanged 9
		SP:Iteration 71Q (68198.510000 sec): 3 clusters
  Score: Raw -4012195.531407 + Penalty 11811.202624 = -4000384.328783
  nChanged 15
		SP:Iteration 72Q (68198.620000 sec): 3 clusters
  Score: Raw -4012198.243727 + Penalty 11811.202624 = -4000387.041103
  nChanged 6
		SP:Iteration 73Q (68198.720000 sec): 3 clusters
  Score: Raw -4012199.360303 + Penalty 11811.202624 = -4000388.157679
  nChanged 2
		SP:Iteration 74Q (68198.830000 sec): 3 clusters
  Score: Raw -4012199.718484 + Penalty 11811.202624 = -4000388.515860
  nChanged 2
		SP:Iteration 75Q (68198.930000 sec): 3 clusters
  Score: Raw -4012200.127111 + Penalty 11811.202624 = -4000388.924487
  nChanged 2
		SP:Iteration 76Q (68199.030000 sec): 3 clusters
  Score: Raw -4012200.534116 + Penalty 11811.202624 = -4000389.331492
  nChanged 1
		SP:Iteration 77Q (68199.140000 sec): 3 clusters
  Score: Raw -4012200.607409 + Penalty 11811.202624 = -4000389.404785
  nChanged 1
		SP:Iteration 78Q (68199.250000 sec): 3 clusters
  Score: Raw -4012200.694863 + Penalty 11811.202624 = -4000389.492239
  nChanged 0
		SP:Iteration 79F (68199.360000 sec): 3 clusters
  Score: Raw -4012200.694863 + Penalty 11811.202624 = -4000389.492239
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68200.740000 sec): 2 clusters
  Score: Raw -57595180.076780 + Penalty 7522.901424 = -57587657.175357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68202.340000 sec): 3 clusters
  Score: Raw -57457653.232381 + Penalty 15045.802847 = -57442607.429534
  nChanged 101462
		SP:Iteration 1F (68203.930000 sec): 3 clusters
  Score: Raw -57515516.659306 + Penalty 15045.802847 = -57500470.856459
  nChanged 6806
		SP:Iteration 2Q (68205.560000 sec): 3 clusters
  Score: Raw -57517030.484547 + Penalty 15045.802847 = -57501984.681700
  nChanged 6753
		SP:Iteration 3Q (68207.170000 sec): 3 clusters
  Score: Raw -57518690.880827 + Penalty 15045.802847 = -57503645.077980
  nChanged 7102
		SP:Iteration 4Q (68208.790000 sec): 3 clusters
  Score: Raw -57520729.192979 + Penalty 15045.802847 = -57505683.390132
  nChanged 7933
		SP:Iteration 5Q (68210.410000 sec): 3 clusters
  Score: Raw -57523503.370555 + Penalty 15045.802847 = -57508457.567708
  nChanged 9485
		SP:Iteration 6Q (68212.010000 sec): 3 clusters
  Score: Raw -57527566.154880 + Penalty 15045.802847 = -57512520.352033
  nChanged 11639
		SP:Iteration 7F (68213.610000 sec): 3 clusters
  Score: Raw -57533772.002802 + Penalty 15045.802847 = -57518726.199955
  nChanged 14244
		SP:Iteration 8F (68215.220000 sec): 3 clusters
  Score: Raw -57543246.251244 + Penalty 15045.802847 = -57528200.448397
  nChanged 16397
		SP:Iteration 9F (68216.840000 sec): 3 clusters
  Score: Raw -57556497.463996 + Penalty 15045.802847 = -57541451.661149
  nChanged 16165
		SP:Iteration 10F (68218.440000 sec): 3 clusters
  Score: Raw -57571644.486400 + Penalty 15045.802847 = -57556598.683553
  nChanged 12860
		SP:Iteration 11F (68220.030000 sec): 3 clusters
  Score: Raw -57585174.060674 + Penalty 15045.802847 = -57570128.257827
  nChanged 7568
		SP:Iteration 12Q (68221.530000 sec): 3 clusters
  Score: Raw -57593412.703533 + Penalty 15045.802847 = -57578366.900686
  nChanged 4112
		SP:Iteration 13Q (68222.870000 sec): 3 clusters
  Score: Raw -57596794.411110 + Penalty 15045.802847 = -57581748.608263
  nChanged 2272
		SP:Iteration 14Q (68224.130000 sec): 3 clusters
  Score: Raw -57598089.153451 + Penalty 15045.802847 = -57583043.350604
  nChanged 1409
		SP:Iteration 15Q (68225.310000 sec): 3 clusters
  Score: Raw -57598701.601740 + Penalty 15045.802847 = -57583655.798893
  nChanged 969
		SP:Iteration 16Q (68226.490000 sec): 3 clusters
  Score: Raw -57599047.186825 + Penalty 15045.802847 = -57584001.383978
  nChanged 724
		SP:Iteration 17Q (68227.670000 sec): 3 clusters
  Score: Raw -57599266.784933 + Penalty 15045.802847 = -57584220.982086
  nChanged 570
		SP:Iteration 18Q (68228.810000 sec): 3 clusters
  Score: Raw -57599412.392581 + Penalty 15045.802847 = -57584366.589734
  nChanged 436
		SP:Iteration 19Q (68229.940000 sec): 3 clusters
  Score: Raw -57599513.222464 + Penalty 15045.802847 = -57584467.419617
  nChanged 364
		SP:Iteration 20F (68231.520000 sec): 3 clusters
  Score: Raw -57599589.169067 + Penalty 15045.802847 = -57584543.366220
  nChanged 276
		SP:Iteration 21Q (68232.640000 sec): 3 clusters
  Score: Raw -57599641.939538 + Penalty 15045.802847 = -57584596.136691
  nChanged 229
		SP:Iteration 22Q (68233.760000 sec): 3 clusters
  Score: Raw -57599681.558799 + Penalty 15045.802847 = -57584635.755952
  nChanged 187
		SP:Iteration 23Q (68234.880000 sec): 3 clusters
  Score: Raw -57599716.335656 + Penalty 15045.802847 = -57584670.532809
  nChanged 175
		SP:Iteration 24Q (68236.000000 sec): 3 clusters
  Score: Raw -57599744.477095 + Penalty 15045.802847 = -57584698.674248
  nChanged 149
		SP:Iteration 25Q (68237.120000 sec): 3 clusters
  Score: Raw -57599768.034404 + Penalty 15045.802847 = -57584722.231557
  nChanged 123
		SP:Iteration 26Q (68238.240000 sec): 3 clusters
  Score: Raw -57599785.281125 + Penalty 15045.802847 = -57584739.478278
  nChanged 110
		SP:Iteration 27Q (68239.360000 sec): 3 clusters
  Score: Raw -57599801.340669 + Penalty 15045.802847 = -57584755.537822
  nChanged 88
		SP:Iteration 28Q (68240.470000 sec): 3 clusters
  Score: Raw -57599813.059114 + Penalty 15045.802847 = -57584767.256267
  nChanged 68
		SP:Iteration 29Q (68241.580000 sec): 3 clusters
  Score: Raw -57599821.513720 + Penalty 15045.802847 = -57584775.710873
  nChanged 57
		SP:Iteration 30Q (68242.710000 sec): 3 clusters
  Score: Raw -57599827.925566 + Penalty 15045.802847 = -57584782.122719
  nChanged 42
		SP:Iteration 31Q (68243.840000 sec): 3 clusters
  Score: Raw -57599832.821419 + Penalty 15045.802847 = -57584787.018572
  nChanged 36
		SP:Iteration 32Q (68244.970000 sec): 3 clusters
  Score: Raw -57599836.562747 + Penalty 15045.802847 = -57584790.759900
  nChanged 30
		SP:Iteration 33Q (68246.130000 sec): 3 clusters
  Score: Raw -57599839.946495 + Penalty 15045.802847 = -57584794.143648
  nChanged 29
		SP:Iteration 34Q (68247.270000 sec): 3 clusters
  Score: Raw -57599842.919202 + Penalty 15045.802847 = -57584797.116355
  nChanged 29
		SP:Iteration 35Q (68248.400000 sec): 3 clusters
  Score: Raw -57599846.182815 + Penalty 15045.802847 = -57584800.379968
  nChanged 30
		SP:Iteration 36Q (68249.530000 sec): 3 clusters
  Score: Raw -57599849.853325 + Penalty 15045.802847 = -57584804.050478
  nChanged 25
		SP:Iteration 37Q (68250.670000 sec): 3 clusters
  Score: Raw -57599852.934454 + Penalty 15045.802847 = -57584807.131607
  nChanged 26
		SP:Iteration 38Q (68251.820000 sec): 3 clusters
  Score: Raw -57599855.884119 + Penalty 15045.802847 = -57584810.081272
  nChanged 29
		SP:Iteration 39Q (68252.960000 sec): 3 clusters
  Score: Raw -57599858.718671 + Penalty 15045.802847 = -57584812.915824
  nChanged 33
		SP:Iteration 40F (68254.570000 sec): 3 clusters
  Score: Raw -57599862.170725 + Penalty 15045.802847 = -57584816.367878
  nChanged 36
		SP:Iteration 41Q (68255.700000 sec): 3 clusters
  Score: Raw -57599866.169288 + Penalty 15045.802847 = -57584820.366441
  nChanged 26
		SP:Iteration 42Q (68256.840000 sec): 3 clusters
  Score: Raw -57599868.766682 + Penalty 15045.802847 = -57584822.963835
  nChanged 16
		SP:Iteration 43Q (68257.960000 sec): 3 clusters
  Score: Raw -57599870.624473 + Penalty 15045.802847 = -57584824.821626
  nChanged 21
		SP:Iteration 44Q (68259.070000 sec): 3 clusters
  Score: Raw -57599872.655728 + Penalty 15045.802847 = -57584826.852881
  nChanged 16
		SP:Iteration 45Q (68260.170000 sec): 3 clusters
  Score: Raw -57599874.165671 + Penalty 15045.802847 = -57584828.362824
  nChanged 16
		SP:Iteration 46Q (68261.300000 sec): 3 clusters
  Score: Raw -57599875.670456 + Penalty 15045.802847 = -57584829.867609
  nChanged 13
		SP:Iteration 47Q (68262.440000 sec): 3 clusters
  Score: Raw -57599876.759255 + Penalty 15045.802847 = -57584830.956408
  nChanged 13
		SP:Iteration 48Q (68263.570000 sec): 3 clusters
  Score: Raw -57599878.125859 + Penalty 15045.802847 = -57584832.323012
  nChanged 15
		SP:Iteration 49Q (68264.670000 sec): 3 clusters
  Score: Raw -57599880.040346 + Penalty 15045.802847 = -57584834.237499
  nChanged 18
		SP:Iteration 50Q (68265.780000 sec): 3 clusters
  Score: Raw -57599881.507327 + Penalty 15045.802847 = -57584835.704480
  nChanged 10
		SP:Iteration 51Q (68266.870000 sec): 3 clusters
  Score: Raw -57599882.537108 + Penalty 15045.802847 = -57584836.734261
  nChanged 9
		SP:Iteration 52Q (68267.970000 sec): 3 clusters
  Score: Raw -57599883.443813 + Penalty 15045.802847 = -57584837.640966
  nChanged 8
		SP:Iteration 53Q (68269.070000 sec): 3 clusters
  Score: Raw -57599884.236593 + Penalty 15045.802847 = -57584838.433746
  nChanged 8
		SP:Iteration 54Q (68270.160000 sec): 3 clusters
  Score: Raw -57599884.962372 + Penalty 15045.802847 = -57584839.159525
  nChanged 8
		SP:Iteration 55Q (68271.250000 sec): 3 clusters
  Score: Raw -57599885.807623 + Penalty 15045.802847 = -57584840.004776
  nChanged 6
		SP:Iteration 56Q (68272.340000 sec): 3 clusters
  Score: Raw -57599886.373132 + Penalty 15045.802847 = -57584840.570285
  nChanged 5
		SP:Iteration 57Q (68273.440000 sec): 3 clusters
  Score: Raw -57599886.762656 + Penalty 15045.802847 = -57584840.959809
  nChanged 3
		SP:Iteration 58Q (68274.530000 sec): 3 clusters
  Score: Raw -57599887.033096 + Penalty 15045.802847 = -57584841.230249
  nChanged 1
		SP:Iteration 59Q (68275.620000 sec): 3 clusters
  Score: Raw -57599887.089854 + Penalty 15045.802847 = -57584841.287007
  nChanged 2
		SP:Iteration 60F (68277.180000 sec): 3 clusters
  Score: Raw -57599887.373546 + Penalty 15045.802847 = -57584841.570699
  nChanged 3
		SP:Iteration 61Q (68278.280000 sec): 3 clusters
  Score: Raw -57599887.617409 + Penalty 15045.802847 = -57584841.814562
  nChanged 5
		SP:Iteration 62Q (68279.370000 sec): 3 clusters
  Score: Raw -57599888.021815 + Penalty 15045.802847 = -57584842.218968
  nChanged 4
		SP:Iteration 63Q (68280.510000 sec): 3 clusters
  Score: Raw -57599888.428238 + Penalty 15045.802847 = -57584842.625391
  nChanged 4
		SP:Iteration 64Q (68281.610000 sec): 3 clusters
  Score: Raw -57599889.147563 + Penalty 15045.802847 = -57584843.344716
  nChanged 5
		SP:Iteration 65Q (68282.700000 sec): 3 clusters
  Score: Raw -57599889.603629 + Penalty 15045.802847 = -57584843.800782
  nChanged 4
		SP:Iteration 66Q (68283.800000 sec): 3 clusters
  Score: Raw -57599889.931885 + Penalty 15045.802847 = -57584844.129038
  nChanged 3
		SP:Iteration 67Q (68284.890000 sec): 3 clusters
  Score: Raw -57599890.225861 + Penalty 15045.802847 = -57584844.423014
  nChanged 2
		SP:Iteration 68Q (68285.990000 sec): 3 clusters
  Score: Raw -57599890.406530 + Penalty 15045.802847 = -57584844.603683
  nChanged 0
		SP:Iteration 69F (68287.580000 sec): 3 clusters
  Score: Raw -57599890.406530 + Penalty 15045.802847 = -57584844.603683
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68287.790000 sec): 2 clusters
  Score: Raw -3106787.638793 + Penalty 5758.948381 = -3101028.690412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68287.870000 sec): 3 clusters
  Score: Raw -3100926.263768 + Penalty 11517.896763 = -3089408.367005
  nChanged 4621
		SP:Iteration 1F (68287.970000 sec): 3 clusters
  Score: Raw -3103572.660095 + Penalty 11517.896763 = -3092054.763332
  nChanged 912
		SP:Iteration 2F (68288.050000 sec): 3 clusters
  Score: Raw -3104163.404635 + Penalty 11517.896763 = -3092645.507873
  nChanged 648
		SP:Iteration 3F (68288.150000 sec): 3 clusters
  Score: Raw -3104626.108088 + Penalty 11517.896763 = -3093108.211325
  nChanged 554
		SP:Iteration 4Q (68288.240000 sec): 3 clusters
  Score: Raw -3105062.177530 + Penalty 11517.896763 = -3093544.280767
  nChanged 551
		SP:Iteration 5Q (68288.330000 sec): 3 clusters
  Score: Raw -3105507.556151 + Penalty 11517.896763 = -3093989.659388
  nChanged 571
		SP:Iteration 6Q (68288.420000 sec): 3 clusters
  Score: Raw -3106047.630749 + Penalty 11517.896763 = -3094529.733986
  nChanged 593
		SP:Iteration 7Q (68288.510000 sec): 3 clusters
  Score: Raw -3106611.560000 + Penalty 11517.896763 = -3095093.663237
  nChanged 591
		SP:Iteration 8Q (68288.600000 sec): 3 clusters
  Score: Raw -3107175.213900 + Penalty 11517.896763 = -3095657.317138
  nChanged 538
		SP:Iteration 9Q (68288.690000 sec): 3 clusters
  Score: Raw -3107693.228544 + Penalty 11517.896763 = -3096175.331781
  nChanged 542
		SP:Iteration 10Q (68288.780000 sec): 3 clusters
  Score: Raw -3108186.653994 + Penalty 11517.896763 = -3096668.757231
  nChanged 528
		SP:Iteration 11Q (68288.860000 sec): 3 clusters
  Score: Raw -3108668.758549 + Penalty 11517.896763 = -3097150.861786
  nChanged 463
		SP:Iteration 12Q (68288.950000 sec): 3 clusters
  Score: Raw -3109095.419098 + Penalty 11517.896763 = -3097577.522335
  nChanged 446
		SP:Iteration 13Q (68289.040000 sec): 3 clusters
  Score: Raw -3109544.192947 + Penalty 11517.896763 = -3098026.296184
  nChanged 383
		SP:Iteration 14Q (68289.120000 sec): 3 clusters
  Score: Raw -3109916.935877 + Penalty 11517.896763 = -3098399.039114
  nChanged 306
		SP:Iteration 15Q (68289.200000 sec): 3 clusters
  Score: Raw -3110188.544800 + Penalty 11517.896763 = -3098670.648037
  nChanged 223
		SP:Iteration 16Q (68289.280000 sec): 3 clusters
  Score: Raw -3110378.672185 + Penalty 11517.896763 = -3098860.775422
  nChanged 182
		SP:Iteration 17Q (68289.360000 sec): 3 clusters
  Score: Raw -3110507.248779 + Penalty 11517.896763 = -3098989.352017
  nChanged 137
		SP:Iteration 18Q (68289.440000 sec): 3 clusters
  Score: Raw -3110591.443718 + Penalty 11517.896763 = -3099073.546955
  nChanged 102
		SP:Iteration 19Q (68289.530000 sec): 3 clusters
  Score: Raw -3110646.464437 + Penalty 11517.896763 = -3099128.567674
  nChanged 83
		SP:Iteration 20F (68289.620000 sec): 3 clusters
  Score: Raw -3110679.711087 + Penalty 11517.896763 = -3099161.814324
  nChanged 50
		SP:Iteration 21Q (68289.700000 sec): 3 clusters
  Score: Raw -3110697.942615 + Penalty 11517.896763 = -3099180.045852
  nChanged 45
		SP:Iteration 22Q (68289.780000 sec): 3 clusters
  Score: Raw -3110713.308744 + Penalty 11517.896763 = -3099195.411982
  nChanged 32
		SP:Iteration 23Q (68289.860000 sec): 3 clusters
  Score: Raw -3110725.810745 + Penalty 11517.896763 = -3099207.913982
  nChanged 23
		SP:Iteration 24Q (68289.940000 sec): 3 clusters
  Score: Raw -3110734.066917 + Penalty 11517.896763 = -3099216.170154
  nChanged 14
		SP:Iteration 25Q (68290.020000 sec): 3 clusters
  Score: Raw -3110737.145829 + Penalty 11517.896763 = -3099219.249066
  nChanged 5
		SP:Iteration 26Q (68290.100000 sec): 3 clusters
  Score: Raw -3110738.768936 + Penalty 11517.896763 = -3099220.872173
  nChanged 3
		SP:Iteration 27Q (68290.180000 sec): 3 clusters
  Score: Raw -3110739.888435 + Penalty 11517.896763 = -3099221.991672
  nChanged 2
		SP:Iteration 28Q (68290.260000 sec): 3 clusters
  Score: Raw -3110740.400503 + Penalty 11517.896763 = -3099222.503740
  nChanged 5
		SP:Iteration 29Q (68290.340000 sec): 3 clusters
  Score: Raw -3110741.871398 + Penalty 11517.896763 = -3099223.974635
  nChanged 3
		SP:Iteration 30Q (68290.420000 sec): 3 clusters
  Score: Raw -3110742.344337 + Penalty 11517.896763 = -3099224.447574
  nChanged 1
		SP:Iteration 31Q (68290.500000 sec): 3 clusters
  Score: Raw -3110742.644432 + Penalty 11517.896763 = -3099224.747669
  nChanged 3
		SP:Iteration 32Q (68290.580000 sec): 3 clusters
  Score: Raw -3110743.496888 + Penalty 11517.896763 = -3099225.600125
  nChanged 1
		SP:Iteration 33Q (68290.660000 sec): 3 clusters
  Score: Raw -3110743.962876 + Penalty 11517.896763 = -3099226.066114
  nChanged 2
		SP:Iteration 34Q (68290.740000 sec): 3 clusters
  Score: Raw -3110744.522668 + Penalty 11517.896763 = -3099226.625906
  nChanged 3
		SP:Iteration 35Q (68290.820000 sec): 3 clusters
  Score: Raw -3110745.004562 + Penalty 11517.896763 = -3099227.107799
  nChanged 0
		SP:Iteration 36F (68290.910000 sec): 3 clusters
  Score: Raw -3110745.004562 + Penalty 11517.896763 = -3099227.107799
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (21056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68291.050000 sec): 2 clusters
  Score: Raw -5611050.459722 + Penalty 6097.401261 = -5604953.058461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68291.200000 sec): 3 clusters
  Score: Raw -5600013.763473 + Penalty 12194.802522 = -5587818.960952
  nChanged 8535
		SP:Iteration 1F (68291.360000 sec): 3 clusters
  Score: Raw -5604555.906953 + Penalty 12194.802522 = -5592361.104431
  nChanged 1393
		SP:Iteration 2F (68291.520000 sec): 3 clusters
  Score: Raw -5605234.450484 + Penalty 12194.802522 = -5593039.647962
  nChanged 1039
		SP:Iteration 3Q (68291.680000 sec): 3 clusters
  Score: Raw -5605693.079806 + Penalty 12194.802522 = -5593498.277285
  nChanged 796
		SP:Iteration 4Q (68291.840000 sec): 3 clusters
  Score: Raw -5606086.589523 + Penalty 12194.802522 = -5593891.787001
  nChanged 820
		SP:Iteration 5Q (68292.000000 sec): 3 clusters
  Score: Raw -5606599.205293 + Penalty 12194.802522 = -5594404.402772
  nChanged 993
		SP:Iteration 6Q (68292.160000 sec): 3 clusters
  Score: Raw -5607368.580841 + Penalty 12194.802522 = -5595173.778319
  nChanged 1246
		SP:Iteration 7F (68292.320000 sec): 3 clusters
  Score: Raw -5608482.742936 + Penalty 12194.802522 = -5596287.940414
  nChanged 1416
		SP:Iteration 8F (68292.470000 sec): 3 clusters
  Score: Raw -5609861.242258 + Penalty 12194.802522 = -5597666.439736
  nChanged 1409
		SP:Iteration 9F (68292.630000 sec): 3 clusters
  Score: Raw -5611088.543572 + Penalty 12194.802522 = -5598893.741050
  nChanged 1164
		SP:Iteration 10F (68292.790000 sec): 3 clusters
  Score: Raw -5612002.729175 + Penalty 12194.802522 = -5599807.926653
  nChanged 903
		SP:Iteration 11Q (68292.950000 sec): 3 clusters
  Score: Raw -5612561.308719 + Penalty 12194.802522 = -5600366.506197
  nChanged 615
		SP:Iteration 12Q (68293.110000 sec): 3 clusters
  Score: Raw -5612877.557393 + Penalty 12194.802522 = -5600682.754871
  nChanged 413
		SP:Iteration 13Q (68293.260000 sec): 3 clusters
  Score: Raw -5613046.776818 + Penalty 12194.802522 = -5600851.974296
  nChanged 263
		SP:Iteration 14Q (68293.420000 sec): 3 clusters
  Score: Raw -5613134.591026 + Penalty 12194.802522 = -5600939.788504
  nChanged 168
		SP:Iteration 15Q (68293.570000 sec): 3 clusters
  Score: Raw -5613183.383604 + Penalty 12194.802522 = -5600988.581082
  nChanged 123
		SP:Iteration 16Q (68293.730000 sec): 3 clusters
  Score: Raw -5613214.007134 + Penalty 12194.802522 = -5601019.204613
  nChanged 83
		SP:Iteration 17Q (68293.890000 sec): 3 clusters
  Score: Raw -5613233.964833 + Penalty 12194.802522 = -5601039.162311
  nChanged 54
		SP:Iteration 18Q (68294.050000 sec): 3 clusters
  Score: Raw -5613245.484634 + Penalty 12194.802522 = -5601050.682112
  nChanged 40
		SP:Iteration 19Q (68294.200000 sec): 3 clusters
  Score: Raw -5613254.270198 + Penalty 12194.802522 = -5601059.467676
  nChanged 38
		SP:Iteration 20F (68294.360000 sec): 3 clusters
  Score: Raw -5613262.162091 + Penalty 12194.802522 = -5601067.359569
  nChanged 23
		SP:Iteration 21Q (68294.510000 sec): 3 clusters
  Score: Raw -5613266.884369 + Penalty 12194.802522 = -5601072.081847
  nChanged 16
		SP:Iteration 22Q (68294.670000 sec): 3 clusters
  Score: Raw -5613270.213019 + Penalty 12194.802522 = -5601075.410497
  nChanged 11
		SP:Iteration 23Q (68294.830000 sec): 3 clusters
  Score: Raw -5613271.698446 + Penalty 12194.802522 = -5601076.895924
  nChanged 6
		SP:Iteration 24Q (68294.980000 sec): 3 clusters
  Score: Raw -5613273.214765 + Penalty 12194.802522 = -5601078.412243
  nChanged 5
		SP:Iteration 25Q (68295.140000 sec): 3 clusters
  Score: Raw -5613274.003883 + Penalty 12194.802522 = -5601079.201361
  nChanged 5
		SP:Iteration 26Q (68295.290000 sec): 3 clusters
  Score: Raw -5613275.234759 + Penalty 12194.802522 = -5601080.432238
  nChanged 2
		SP:Iteration 27Q (68295.450000 sec): 3 clusters
  Score: Raw -5613275.805103 + Penalty 12194.802522 = -5601081.002581
  nChanged 1
		SP:Iteration 28Q (68295.610000 sec): 3 clusters
  Score: Raw -5613276.017944 + Penalty 12194.802522 = -5601081.215422
  nChanged 0
		SP:Iteration 29F (68295.770000 sec): 3 clusters
  Score: Raw -5613276.017944 + Penalty 12194.802522 = -5601081.215422
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68295.810000 sec): 2 clusters
  Score: Raw -1488434.514019 + Penalty 5302.491532 = -1483132.022487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68295.860000 sec): 3 clusters
  Score: Raw -1486298.609327 + Penalty 10604.983064 = -1475693.626263
  nChanged 1837
		SP:Iteration 1F (68295.900000 sec): 3 clusters
  Score: Raw -1487622.711859 + Penalty 10604.983064 = -1477017.728795
  nChanged 425
		SP:Iteration 2F (68295.950000 sec): 3 clusters
  Score: Raw -1487960.902542 + Penalty 10604.983064 = -1477355.919478
  nChanged 231
		SP:Iteration 3Q (68295.990000 sec): 3 clusters
  Score: Raw -1488148.725543 + Penalty 10604.983064 = -1477543.742479
  nChanged 161
		SP:Iteration 4Q (68296.030000 sec): 3 clusters
  Score: Raw -1488268.102814 + Penalty 10604.983064 = -1477663.119750
  nChanged 137
		SP:Iteration 5Q (68296.070000 sec): 3 clusters
  Score: Raw -1488371.080386 + Penalty 10604.983064 = -1477766.097322
  nChanged 123
		SP:Iteration 6Q (68296.110000 sec): 3 clusters
  Score: Raw -1488468.671846 + Penalty 10604.983064 = -1477863.688782
  nChanged 104
		SP:Iteration 7Q (68296.160000 sec): 3 clusters
  Score: Raw -1488536.959781 + Penalty 10604.983064 = -1477931.976717
  nChanged 72
		SP:Iteration 8Q (68296.200000 sec): 3 clusters
  Score: Raw -1488585.669387 + Penalty 10604.983064 = -1477980.686323
  nChanged 81
		SP:Iteration 9Q (68296.240000 sec): 3 clusters
  Score: Raw -1488638.007657 + Penalty 10604.983064 = -1478033.024593
  nChanged 67
		SP:Iteration 10Q (68296.290000 sec): 3 clusters
  Score: Raw -1488681.361983 + Penalty 10604.983064 = -1478076.378919
  nChanged 48
		SP:Iteration 11Q (68296.330000 sec): 3 clusters
  Score: Raw -1488710.565172 + Penalty 10604.983064 = -1478105.582108
  nChanged 30
		SP:Iteration 12Q (68296.370000 sec): 3 clusters
  Score: Raw -1488726.067295 + Penalty 10604.983064 = -1478121.084231
  nChanged 17
		SP:Iteration 13Q (68296.410000 sec): 3 clusters
  Score: Raw -1488734.299382 + Penalty 10604.983064 = -1478129.316318
  nChanged 14
		SP:Iteration 14Q (68296.450000 sec): 3 clusters
  Score: Raw -1488742.307754 + Penalty 10604.983064 = -1478137.324691
  nChanged 17
		SP:Iteration 15Q (68296.490000 sec): 3 clusters
  Score: Raw -1488749.976565 + Penalty 10604.983064 = -1478144.993501
  nChanged 14
		SP:Iteration 16Q (68296.540000 sec): 3 clusters
  Score: Raw -1488757.377754 + Penalty 10604.983064 = -1478152.394690
  nChanged 14
		SP:Iteration 17Q (68296.580000 sec): 3 clusters
  Score: Raw -1488766.975478 + Penalty 10604.983064 = -1478161.992415
  nChanged 19
		SP:Iteration 18Q (68296.620000 sec): 3 clusters
  Score: Raw -1488779.665686 + Penalty 10604.983064 = -1478174.682623
  nChanged 14
		SP:Iteration 19Q (68296.670000 sec): 3 clusters
  Score: Raw -1488787.428118 + Penalty 10604.983064 = -1478182.445054
  nChanged 15
		SP:Iteration 20F (68296.710000 sec): 3 clusters
  Score: Raw -1488794.607834 + Penalty 10604.983064 = -1478189.624770
  nChanged 6
		SP:Iteration 21Q (68296.750000 sec): 3 clusters
  Score: Raw -1488798.823547 + Penalty 10604.983064 = -1478193.840483
  nChanged 8
		SP:Iteration 22Q (68296.790000 sec): 3 clusters
  Score: Raw -1488803.302894 + Penalty 10604.983064 = -1478198.319830
  nChanged 3
		SP:Iteration 23Q (68296.830000 sec): 3 clusters
  Score: Raw -1488804.581957 + Penalty 10604.983064 = -1478199.598893
  nChanged 2
		SP:Iteration 24Q (68296.880000 sec): 3 clusters
  Score: Raw -1488805.625177 + Penalty 10604.983064 = -1478200.642113
  nChanged 1
		SP:Iteration 25Q (68296.920000 sec): 3 clusters
  Score: Raw -1488806.228202 + Penalty 10604.983064 = -1478201.245139
  nChanged 2
		SP:Iteration 26Q (68296.960000 sec): 3 clusters
  Score: Raw -1488806.975100 + Penalty 10604.983064 = -1478201.992036
  nChanged 1
		SP:Iteration 27Q (68297.010000 sec): 3 clusters
  Score: Raw -1488808.580449 + Penalty 10604.983064 = -1478203.597385
  nChanged 2
		SP:Iteration 28Q (68297.050000 sec): 3 clusters
  Score: Raw -1488809.573870 + Penalty 10604.983064 = -1478204.590806
  nChanged 4
		SP:Iteration 29Q (68297.090000 sec): 3 clusters
  Score: Raw -1488810.807134 + Penalty 10604.983064 = -1478205.824070
  nChanged 3
		SP:Iteration 30Q (68297.130000 sec): 3 clusters
  Score: Raw -1488812.560178 + Penalty 10604.983064 = -1478207.577114
  nChanged 2
		SP:Iteration 31Q (68297.170000 sec): 3 clusters
  Score: Raw -1488814.096693 + Penalty 10604.983064 = -1478209.113629
  nChanged 2
		SP:Iteration 32Q (68297.210000 sec): 3 clusters
  Score: Raw -1488815.396063 + Penalty 10604.983064 = -1478210.413000
  nChanged 2
		SP:Iteration 33Q (68297.260000 sec): 3 clusters
  Score: Raw -1488816.072610 + Penalty 10604.983064 = -1478211.089546
  nChanged 0
		SP:Iteration 34F (68297.300000 sec): 3 clusters
  Score: Raw -1488816.072610 + Penalty 10604.983064 = -1478211.089546
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68297.320000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68297.330000 sec): 3 clusters
  Score: Raw -406569.196667 + Penalty 8995.697131 = -397573.499536
  nChanged 291
		SP:Iteration 1F (68297.340000 sec): 3 clusters
  Score: Raw -407060.892087 + Penalty 8995.697131 = -398065.194956
  nChanged 85
		SP:Iteration 2F (68297.350000 sec): 3 clusters
  Score: Raw -407261.699052 + Penalty 8995.697131 = -398266.001921
  nChanged 56
		SP:Iteration 3Q (68297.370000 sec): 3 clusters
  Score: Raw -407413.709762 + Penalty 8995.697131 = -398418.012631
  nChanged 37
		SP:Iteration 4Q (68297.380000 sec): 3 clusters
  Score: Raw -407512.530758 + Penalty 8995.697131 = -398516.833627
  nChanged 30
		SP:Iteration 5Q (68297.390000 sec): 3 clusters
  Score: Raw -407594.275488 + Penalty 8995.697131 = -398598.578357
  nChanged 19
		SP:Iteration 6Q (68297.400000 sec): 3 clusters
  Score: Raw -407634.160843 + Penalty 8995.697131 = -398638.463712
  nChanged 19
		SP:Iteration 7Q (68297.410000 sec): 3 clusters
  Score: Raw -407665.990993 + Penalty 8995.697131 = -398670.293863
  nChanged 11
		SP:Iteration 8Q (68297.420000 sec): 3 clusters
  Score: Raw -407685.111941 + Penalty 8995.697131 = -398689.414811
  nChanged 11
		SP:Iteration 9Q (68297.430000 sec): 3 clusters
  Score: Raw -407720.966740 + Penalty 8995.697131 = -398725.269609
  nChanged 20
		SP:Iteration 10Q (68297.450000 sec): 3 clusters
  Score: Raw -407794.310945 + Penalty 8995.697131 = -398798.613814
  nChanged 14
		SP:Iteration 11Q (68297.460000 sec): 3 clusters
  Score: Raw -407817.738364 + Penalty 8995.697131 = -398822.041233
  nChanged 9
		SP:Iteration 12Q (68297.480000 sec): 3 clusters
  Score: Raw -407830.525205 + Penalty 8995.697131 = -398834.828074
  nChanged 10
		SP:Iteration 13Q (68297.480000 sec): 3 clusters
  Score: Raw -407845.112829 + Penalty 8995.697131 = -398849.415699
  nChanged 6
		SP:Iteration 14Q (68297.500000 sec): 3 clusters
  Score: Raw -407854.271032 + Penalty 8995.697131 = -398858.573901
  nChanged 5
		SP:Iteration 15Q (68297.500000 sec): 3 clusters
  Score: Raw -407860.523645 + Penalty 8995.697131 = -398864.826514
  nChanged 7
		SP:Iteration 16Q (68297.520000 sec): 3 clusters
  Score: Raw -407875.043435 + Penalty 8995.697131 = -398879.346305
  nChanged 13
		SP:Iteration 17Q (68297.520000 sec): 3 clusters
  Score: Raw -407903.756905 + Penalty 8995.697131 = -398908.059774
  nChanged 7
		SP:Iteration 18Q (68297.540000 sec): 3 clusters
  Score: Raw -407915.632603 + Penalty 8995.697131 = -398919.935472
  nChanged 4
		SP:Iteration 19Q (68297.540000 sec): 3 clusters
  Score: Raw -407931.631329 + Penalty 8995.697131 = -398935.934198
  nChanged 10
		SP:Iteration 20F (68297.560000 sec): 3 clusters
  Score: Raw -407962.334981 + Penalty 8995.697131 = -398966.637850
  nChanged 13
		SP:Iteration 21Q (68297.560000 sec): 3 clusters
  Score: Raw -407990.082542 + Penalty 8995.697131 = -398994.385412
  nChanged 15
		SP:Iteration 22Q (68297.580000 sec): 3 clusters
  Score: Raw -408025.547292 + Penalty 8995.697131 = -399029.850161
  nChanged 16
		SP:Iteration 23Q (68297.580000 sec): 3 clusters
  Score: Raw -408059.407975 + Penalty 8995.697131 = -399063.710844
  nChanged 8
		SP:Iteration 24Q (68297.600000 sec): 3 clusters
  Score: Raw -408072.304721 + Penalty 8995.697131 = -399076.607590
  nChanged 8
		SP:Iteration 25Q (68297.600000 sec): 3 clusters
  Score: Raw -408105.195171 + Penalty 8995.697131 = -399109.498041
  nChanged 16
		SP:Iteration 26Q (68297.620000 sec): 3 clusters
  Score: Raw -408148.807359 + Penalty 8995.697131 = -399153.110228
  nChanged 16
		SP:Iteration 27Q (68297.620000 sec): 3 clusters
  Score: Raw -408191.158888 + Penalty 8995.697131 = -399195.461758
  nChanged 21
		SP:Iteration 28Q (68297.640000 sec): 3 clusters
  Score: Raw -408232.076476 + Penalty 8995.697131 = -399236.379345
  nChanged 15
		SP:Iteration 29Q (68297.640000 sec): 3 clusters
  Score: Raw -408268.896551 + Penalty 8995.697131 = -399273.199421
  nChanged 11
		SP:Iteration 30Q (68297.660000 sec): 3 clusters
  Score: Raw -408302.631421 + Penalty 8995.697131 = -399306.934290
  nChanged 12
		SP:Iteration 31Q (68297.660000 sec): 3 clusters
  Score: Raw -408330.410964 + Penalty 8995.697131 = -399334.713833
  nChanged 10
		SP:Iteration 32Q (68297.680000 sec): 3 clusters
  Score: Raw -408351.631687 + Penalty 8995.697131 = -399355.934557
  nChanged 10
		SP:Iteration 33Q (68297.680000 sec): 3 clusters
  Score: Raw -408371.891306 + Penalty 8995.697131 = -399376.194176
  nChanged 6
		SP:Iteration 34Q (68297.700000 sec): 3 clusters
  Score: Raw -408386.975649 + Penalty 8995.697131 = -399391.278518
  nChanged 5
		SP:Iteration 35Q (68297.700000 sec): 3 clusters
  Score: Raw -408398.270199 + Penalty 8995.697131 = -399402.573068
  nChanged 5
		SP:Iteration 36Q (68297.720000 sec): 3 clusters
  Score: Raw -408409.482539 + Penalty 8995.697131 = -399413.785409
  nChanged 5
		SP:Iteration 37Q (68297.720000 sec): 3 clusters
  Score: Raw -408418.774816 + Penalty 8995.697131 = -399423.077685
  nChanged 5
		SP:Iteration 38Q (68297.740000 sec): 3 clusters
  Score: Raw -408425.522065 + Penalty 8995.697131 = -399429.824935
  nChanged 4
		SP:Iteration 39Q (68297.740000 sec): 3 clusters
  Score: Raw -408431.879494 + Penalty 8995.697131 = -399436.182363
  nChanged 3
		SP:Iteration 40F (68297.760000 sec): 3 clusters
  Score: Raw -408435.972272 + Penalty 8995.697131 = -399440.275141
  nChanged 2
		SP:Iteration 41Q (68297.770000 sec): 3 clusters
  Score: Raw -408439.346950 + Penalty 8995.697131 = -399443.649820
  nChanged 2
		SP:Iteration 42Q (68297.780000 sec): 3 clusters
  Score: Raw -408442.225836 + Penalty 8995.697131 = -399446.528706
  nChanged 3
		SP:Iteration 43Q (68297.790000 sec): 3 clusters
  Score: Raw -408447.816700 + Penalty 8995.697131 = -399452.119569
  nChanged 2
		SP:Iteration 44Q (68297.800000 sec): 3 clusters
  Score: Raw -408453.814612 + Penalty 8995.697131 = -399458.117481
  nChanged 3
		SP:Iteration 45Q (68297.810000 sec): 3 clusters
  Score: Raw -408460.236609 + Penalty 8995.697131 = -399464.539478
  nChanged 1
		SP:Iteration 46Q (68297.820000 sec): 3 clusters
  Score: Raw -408462.247024 + Penalty 8995.697131 = -399466.549893
  nChanged 2
		SP:Iteration 47Q (68297.830000 sec): 3 clusters
  Score: Raw -408467.697627 + Penalty 8995.697131 = -399472.000497
  nChanged 1
		SP:Iteration 48Q (68297.840000 sec): 3 clusters
  Score: Raw -408470.679921 + Penalty 8995.697131 = -399474.982790
  nChanged 0
		SP:Iteration 49F (68297.850000 sec): 3 clusters
  Score: Raw -408470.679921 + Penalty 8995.697131 = -399474.982790
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (66113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68298.300000 sec): 2 clusters
  Score: Raw -17565684.584775 + Penalty 6798.211415 = -17558886.373359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68298.800000 sec): 3 clusters
  Score: Raw -17526721.841797 + Penalty 13596.422831 = -17513125.418966
  nChanged 29354
		SP:Iteration 1F (68299.300000 sec): 3 clusters
  Score: Raw -17542332.480007 + Penalty 13596.422831 = -17528736.057176
  nChanged 3121
		SP:Iteration 2Q (68299.800000 sec): 3 clusters
  Score: Raw -17543361.042973 + Penalty 13596.422831 = -17529764.620143
  nChanged 2869
		SP:Iteration 3Q (68300.300000 sec): 3 clusters
  Score: Raw -17544297.336361 + Penalty 13596.422831 = -17530700.913531
  nChanged 2698
		SP:Iteration 4Q (68300.810000 sec): 3 clusters
  Score: Raw -17545203.221504 + Penalty 13596.422831 = -17531606.798673
  nChanged 2722
		SP:Iteration 5Q (68301.310000 sec): 3 clusters
  Score: Raw -17546270.836256 + Penalty 13596.422831 = -17532674.413426
  nChanged 3044
		SP:Iteration 6Q (68301.820000 sec): 3 clusters
  Score: Raw -17547686.515018 + Penalty 13596.422831 = -17534090.092188
  nChanged 3405
		SP:Iteration 7F (68302.320000 sec): 3 clusters
  Score: Raw -17549573.953379 + Penalty 13596.422831 = -17535977.530548
  nChanged 3904
		SP:Iteration 8F (68302.810000 sec): 3 clusters
  Score: Raw -17551978.499460 + Penalty 13596.422831 = -17538382.076629
  nChanged 3895
		SP:Iteration 9F (68303.310000 sec): 3 clusters
  Score: Raw -17554475.539305 + Penalty 13596.422831 = -17540879.116474
  nChanged 3726
		SP:Iteration 10F (68303.790000 sec): 3 clusters
  Score: Raw -17556953.775195 + Penalty 13596.422831 = -17543357.352364
  nChanged 3306
		SP:Iteration 11F (68304.270000 sec): 3 clusters
  Score: Raw -17559191.151307 + Penalty 13596.422831 = -17545594.728476
  nChanged 2745
		SP:Iteration 12Q (68304.750000 sec): 3 clusters
  Score: Raw -17561116.782946 + Penalty 13596.422831 = -17547520.360115
  nChanged 2146
		SP:Iteration 13Q (68305.230000 sec): 3 clusters
  Score: Raw -17562625.282317 + Penalty 13596.422831 = -17549028.859486
  nChanged 1643
		SP:Iteration 14Q (68305.710000 sec): 3 clusters
  Score: Raw -17563756.277672 + Penalty 13596.422831 = -17550159.854841
  nChanged 1249
		SP:Iteration 15Q (68306.190000 sec): 3 clusters
  Score: Raw -17564614.522628 + Penalty 13596.422831 = -17551018.099797
  nChanged 917
		SP:Iteration 16Q (68306.620000 sec): 3 clusters
  Score: Raw -17565217.110231 + Penalty 13596.422831 = -17551620.687400
  nChanged 631
		SP:Iteration 17Q (68307.040000 sec): 3 clusters
  Score: Raw -17565637.645918 + Penalty 13596.422831 = -17552041.223087
  nChanged 481
		SP:Iteration 18Q (68307.440000 sec): 3 clusters
  Score: Raw -17565945.914186 + Penalty 13596.422831 = -17552349.491355
  nChanged 342
		SP:Iteration 19Q (68307.840000 sec): 3 clusters
  Score: Raw -17566147.068582 + Penalty 13596.422831 = -17552550.645751
  nChanged 261
		SP:Iteration 20F (68308.320000 sec): 3 clusters
  Score: Raw -17566295.222399 + Penalty 13596.422831 = -17552698.799568
  nChanged 192
		SP:Iteration 21Q (68308.710000 sec): 3 clusters
  Score: Raw -17566398.949132 + Penalty 13596.422831 = -17552802.526302
  nChanged 164
		SP:Iteration 22Q (68309.090000 sec): 3 clusters
  Score: Raw -17566493.008869 + Penalty 13596.422831 = -17552896.586038
  nChanged 131
		SP:Iteration 23Q (68309.460000 sec): 3 clusters
  Score: Raw -17566568.915160 + Penalty 13596.422831 = -17552972.492329
  nChanged 106
		SP:Iteration 24Q (68309.840000 sec): 3 clusters
  Score: Raw -17566623.764840 + Penalty 13596.422831 = -17553027.342009
  nChanged 79
		SP:Iteration 25Q (68310.210000 sec): 3 clusters
  Score: Raw -17566674.474776 + Penalty 13596.422831 = -17553078.051945
  nChanged 61
		SP:Iteration 26Q (68310.580000 sec): 3 clusters
  Score: Raw -17566707.392995 + Penalty 13596.422831 = -17553110.970164
  nChanged 49
		SP:Iteration 27Q (68310.950000 sec): 3 clusters
  Score: Raw -17566730.975895 + Penalty 13596.422831 = -17553134.553064
  nChanged 44
		SP:Iteration 28Q (68311.310000 sec): 3 clusters
  Score: Raw -17566755.171622 + Penalty 13596.422831 = -17553158.748792
  nChanged 38
		SP:Iteration 29Q (68311.670000 sec): 3 clusters
  Score: Raw -17566773.232988 + Penalty 13596.422831 = -17553176.810157
  nChanged 31
		SP:Iteration 30Q (68312.030000 sec): 3 clusters
  Score: Raw -17566789.420636 + Penalty 13596.422831 = -17553192.997805
  nChanged 20
		SP:Iteration 31Q (68312.390000 sec): 3 clusters
  Score: Raw -17566799.659689 + Penalty 13596.422831 = -17553203.236858
  nChanged 19
		SP:Iteration 32Q (68312.750000 sec): 3 clusters
  Score: Raw -17566809.476412 + Penalty 13596.422831 = -17553213.053581
  nChanged 11
		SP:Iteration 33Q (68313.110000 sec): 3 clusters
  Score: Raw -17566815.080449 + Penalty 13596.422831 = -17553218.657618
  nChanged 9
		SP:Iteration 34Q (68313.470000 sec): 3 clusters
  Score: Raw -17566819.087350 + Penalty 13596.422831 = -17553222.664519
  nChanged 8
		SP:Iteration 35Q (68313.830000 sec): 3 clusters
  Score: Raw -17566823.292145 + Penalty 13596.422831 = -17553226.869314
  nChanged 5
		SP:Iteration 36Q (68314.180000 sec): 3 clusters
  Score: Raw -17566825.519009 + Penalty 13596.422831 = -17553229.096179
  nChanged 7
		SP:Iteration 37Q (68314.540000 sec): 3 clusters
  Score: Raw -17566827.804405 + Penalty 13596.422831 = -17553231.381574
  nChanged 7
		SP:Iteration 38Q (68314.900000 sec): 3 clusters
  Score: Raw -17566830.760395 + Penalty 13596.422831 = -17553234.337564
  nChanged 7
		SP:Iteration 39Q (68315.250000 sec): 3 clusters
  Score: Raw -17566834.611629 + Penalty 13596.422831 = -17553238.188798
  nChanged 6
		SP:Iteration 40F (68315.730000 sec): 3 clusters
  Score: Raw -17566836.734587 + Penalty 13596.422831 = -17553240.311756
  nChanged 10
		SP:Iteration 41Q (68316.080000 sec): 3 clusters
  Score: Raw -17566841.607658 + Penalty 13596.422831 = -17553245.184828
  nChanged 11
		SP:Iteration 42Q (68316.440000 sec): 3 clusters
  Score: Raw -17566847.052324 + Penalty 13596.422831 = -17553250.629493
  nChanged 8
		SP:Iteration 43Q (68316.800000 sec): 3 clusters
  Score: Raw -17566850.170483 + Penalty 13596.422831 = -17553253.747652
  nChanged 5
		SP:Iteration 44Q (68317.170000 sec): 3 clusters
  Score: Raw -17566852.479531 + Penalty 13596.422831 = -17553256.056700
  nChanged 7
		SP:Iteration 45Q (68317.540000 sec): 3 clusters
  Score: Raw -17566856.212503 + Penalty 13596.422831 = -17553259.789672
  nChanged 5
		SP:Iteration 46Q (68317.910000 sec): 3 clusters
  Score: Raw -17566859.155074 + Penalty 13596.422831 = -17553262.732243
  nChanged 6
		SP:Iteration 47Q (68318.280000 sec): 3 clusters
  Score: Raw -17566862.082125 + Penalty 13596.422831 = -17553265.659295
  nChanged 4
		SP:Iteration 48Q (68318.650000 sec): 3 clusters
  Score: Raw -17566863.721930 + Penalty 13596.422831 = -17553267.299099
  nChanged 1
		SP:Iteration 49Q (68319.010000 sec): 3 clusters
  Score: Raw -17566864.412030 + Penalty 13596.422831 = -17553267.989199
  nChanged 1
		SP:Iteration 50Q (68319.380000 sec): 3 clusters
  Score: Raw -17566864.836075 + Penalty 13596.422831 = -17553268.413244
  nChanged 2
		SP:Iteration 51Q (68319.760000 sec): 3 clusters
  Score: Raw -17566865.873422 + Penalty 13596.422831 = -17553269.450591
  nChanged 4
		SP:Iteration 52Q (68320.130000 sec): 3 clusters
  Score: Raw -17566867.223501 + Penalty 13596.422831 = -17553270.800670
  nChanged 1
		SP:Iteration 53Q (68320.510000 sec): 3 clusters
  Score: Raw -17566867.652047 + Penalty 13596.422831 = -17553271.229217
  nChanged 2
		SP:Iteration 54Q (68320.870000 sec): 3 clusters
  Score: Raw -17566868.202251 + Penalty 13596.422831 = -17553271.779420
  nChanged 1
		SP:Iteration 55Q (68321.240000 sec): 3 clusters
  Score: Raw -17566868.803797 + Penalty 13596.422831 = -17553272.380966
  nChanged 0
		SP:Iteration 56F (68321.740000 sec): 3 clusters
  Score: Raw -17566868.803797 + Penalty 13596.422831 = -17553272.380966
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68321.790000 sec): 2 clusters
  Score: Raw -164278.937080 + Penalty 4012.536705 = -160266.400375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68321.790000 sec): 3 clusters
  Score: Raw -164967.956463 + Penalty 8025.073410 = -156942.883052
  nChanged 121
		SP:Iteration 1F (68321.800000 sec): 3 clusters
  Score: Raw -165298.027979 + Penalty 8025.073410 = -157272.954568
  nChanged 26
		SP:Iteration 2Q (68321.800000 sec): 3 clusters
  Score: Raw -165422.967831 + Penalty 8025.073410 = -157397.894420
  nChanged 22
		SP:Iteration 3Q (68321.810000 sec): 3 clusters
  Score: Raw -165508.999192 + Penalty 8025.073410 = -157483.925782
  nChanged 19
		SP:Iteration 4Q (68321.810000 sec): 3 clusters
  Score: Raw -165578.217063 + Penalty 8025.073410 = -157553.143653
  nChanged 8
		SP:Iteration 5Q (68321.820000 sec): 3 clusters
  Score: Raw -165605.618498 + Penalty 8025.073410 = -157580.545087
  nChanged 11
		SP:Iteration 6Q (68321.820000 sec): 3 clusters
  Score: Raw -165633.333020 + Penalty 8025.073410 = -157608.259609
  nChanged 10
		SP:Iteration 7Q (68321.830000 sec): 3 clusters
  Score: Raw -165667.702874 + Penalty 8025.073410 = -157642.629463
  nChanged 8
		SP:Iteration 8Q (68321.830000 sec): 3 clusters
  Score: Raw -165698.135431 + Penalty 8025.073410 = -157673.062020
  nChanged 8
		SP:Iteration 9Q (68321.840000 sec): 3 clusters
  Score: Raw -165716.766515 + Penalty 8025.073410 = -157691.693105
  nChanged 6
		SP:Iteration 10Q (68321.840000 sec): 3 clusters
  Score: Raw -165730.321554 + Penalty 8025.073410 = -157705.248144
  nChanged 7
		SP:Iteration 11Q (68321.850000 sec): 3 clusters
  Score: Raw -165742.837455 + Penalty 8025.073410 = -157717.764045
  nChanged 5
		SP:Iteration 12Q (68321.850000 sec): 3 clusters
  Score: Raw -165753.636306 + Penalty 8025.073410 = -157728.562896
  nChanged 5
		SP:Iteration 13Q (68321.860000 sec): 3 clusters
  Score: Raw -165765.052142 + Penalty 8025.073410 = -157739.978732
  nChanged 5
		SP:Iteration 14Q (68321.860000 sec): 3 clusters
  Score: Raw -165776.838721 + Penalty 8025.073410 = -157751.765310
  nChanged 4
		SP:Iteration 15Q (68321.870000 sec): 3 clusters
  Score: Raw -165788.103895 + Penalty 8025.073410 = -157763.030484
  nChanged 3
		SP:Iteration 16Q (68321.870000 sec): 3 clusters
  Score: Raw -165800.809599 + Penalty 8025.073410 = -157775.736189
  nChanged 1
		SP:Iteration 17Q (68321.870000 sec): 3 clusters
  Score: Raw -165802.469198 + Penalty 8025.073410 = -157777.395788
  nChanged 1
		SP:Iteration 18Q (68321.880000 sec): 3 clusters
  Score: Raw -165804.592451 + Penalty 8025.073410 = -157779.519040
  nChanged 4
		SP:Iteration 19Q (68321.890000 sec): 3 clusters
  Score: Raw -165817.298325 + Penalty 8025.073410 = -157792.224915
  nChanged 6
		SP:Iteration 20F (68321.890000 sec): 3 clusters
  Score: Raw -165839.355926 + Penalty 8025.073410 = -157814.282516
  nChanged 5
		SP:Iteration 21Q (68321.890000 sec): 3 clusters
  Score: Raw -165913.401739 + Penalty 8025.073410 = -157888.328329
  nChanged 6
		SP:Iteration 22Q (68321.900000 sec): 3 clusters
  Score: Raw -165939.249718 + Penalty 8025.073410 = -157914.176308
  nChanged 6
		SP:Iteration 23Q (68321.900000 sec): 3 clusters
  Score: Raw -165960.034042 + Penalty 8025.073410 = -157934.960632
  nChanged 4
		SP:Iteration 24Q (68321.910000 sec): 3 clusters
  Score: Raw -165973.063848 + Penalty 8025.073410 = -157947.990437
  nChanged 3
		SP:Iteration 25Q (68321.910000 sec): 3 clusters
  Score: Raw -165981.800389 + Penalty 8025.073410 = -157956.726979
  nChanged 4
		SP:Iteration 26Q (68321.920000 sec): 3 clusters
  Score: Raw -165992.197859 + Penalty 8025.073410 = -157967.124449
  nChanged 5
		SP:Iteration 27Q (68321.920000 sec): 3 clusters
  Score: Raw -166008.654374 + Penalty 8025.073410 = -157983.580964
  nChanged 5
		SP:Iteration 28Q (68321.930000 sec): 3 clusters
  Score: Raw -166021.342409 + Penalty 8025.073410 = -157996.268998
  nChanged 3
		SP:Iteration 29Q (68321.930000 sec): 3 clusters
  Score: Raw -166034.606322 + Penalty 8025.073410 = -158009.532911
  nChanged 2
		SP:Iteration 30Q (68321.930000 sec): 3 clusters
  Score: Raw -166037.209222 + Penalty 8025.073410 = -158012.135811
  nChanged 0
		SP:Iteration 31F (68321.940000 sec): 3 clusters
  Score: Raw -166037.209222 + Penalty 8025.073410 = -158012.135811
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68322.000000 sec): 2 clusters
  Score: Raw -2334199.088578 + Penalty 5584.375347 = -2328614.713231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68322.070000 sec): 3 clusters
  Score: Raw -2330006.164983 + Penalty 11168.750694 = -2318837.414289
  nChanged 3370
		SP:Iteration 1F (68322.140000 sec): 3 clusters
  Score: Raw -2332063.134217 + Penalty 11168.750694 = -2320894.383523
  nChanged 713
		SP:Iteration 2F (68322.210000 sec): 3 clusters
  Score: Raw -2332568.392449 + Penalty 11168.750694 = -2321399.641755
  nChanged 458
		SP:Iteration 3F (68322.270000 sec): 3 clusters
  Score: Raw -2332884.959045 + Penalty 11168.750694 = -2321716.208351
  nChanged 371
		SP:Iteration 4Q (68322.340000 sec): 3 clusters
  Score: Raw -2333169.623990 + Penalty 11168.750694 = -2322000.873296
  nChanged 341
		SP:Iteration 5Q (68322.410000 sec): 3 clusters
  Score: Raw -2333465.940309 + Penalty 11168.750694 = -2322297.189615
  nChanged 328
		SP:Iteration 6Q (68322.480000 sec): 3 clusters
  Score: Raw -2333729.237649 + Penalty 11168.750694 = -2322560.486956
  nChanged 303
		SP:Iteration 7Q (68322.550000 sec): 3 clusters
  Score: Raw -2333959.731631 + Penalty 11168.750694 = -2322790.980937
  nChanged 287
		SP:Iteration 8Q (68322.610000 sec): 3 clusters
  Score: Raw -2334183.115659 + Penalty 11168.750694 = -2323014.364965
  nChanged 262
		SP:Iteration 9Q (68322.680000 sec): 3 clusters
  Score: Raw -2334391.417857 + Penalty 11168.750694 = -2323222.667163
  nChanged 263
		SP:Iteration 10Q (68322.750000 sec): 3 clusters
  Score: Raw -2334606.331473 + Penalty 11168.750694 = -2323437.580780
  nChanged 241
		SP:Iteration 11Q (68322.810000 sec): 3 clusters
  Score: Raw -2334785.921655 + Penalty 11168.750694 = -2323617.170961
  nChanged 257
		SP:Iteration 12Q (68322.880000 sec): 3 clusters
  Score: Raw -2335006.329209 + Penalty 11168.750694 = -2323837.578515
  nChanged 238
		SP:Iteration 13Q (68322.950000 sec): 3 clusters
  Score: Raw -2335176.311940 + Penalty 11168.750694 = -2324007.561247
  nChanged 191
		SP:Iteration 14Q (68323.010000 sec): 3 clusters
  Score: Raw -2335306.627329 + Penalty 11168.750694 = -2324137.876635
  nChanged 173
		SP:Iteration 15Q (68323.080000 sec): 3 clusters
  Score: Raw -2335412.810386 + Penalty 11168.750694 = -2324244.059693
  nChanged 166
		SP:Iteration 16Q (68323.150000 sec): 3 clusters
  Score: Raw -2335512.637433 + Penalty 11168.750694 = -2324343.886740
  nChanged 161
		SP:Iteration 17Q (68323.210000 sec): 3 clusters
  Score: Raw -2335626.036030 + Penalty 11168.750694 = -2324457.285336
  nChanged 173
		SP:Iteration 18Q (68323.280000 sec): 3 clusters
  Score: Raw -2335751.292029 + Penalty 11168.750694 = -2324582.541335
  nChanged 157
		SP:Iteration 19Q (68323.340000 sec): 3 clusters
  Score: Raw -2335849.673644 + Penalty 11168.750694 = -2324680.922951
  nChanged 136
		SP:Iteration 20F (68323.410000 sec): 3 clusters
  Score: Raw -2335930.817142 + Penalty 11168.750694 = -2324762.066448
  nChanged 120
		SP:Iteration 21Q (68323.480000 sec): 3 clusters
  Score: Raw -2335996.377183 + Penalty 11168.750694 = -2324827.626489
  nChanged 86
		SP:Iteration 22Q (68323.540000 sec): 3 clusters
  Score: Raw -2336040.342376 + Penalty 11168.750694 = -2324871.591683
  nChanged 72
		SP:Iteration 23Q (68323.610000 sec): 3 clusters
  Score: Raw -2336077.259584 + Penalty 11168.750694 = -2324908.508891
  nChanged 70
		SP:Iteration 24Q (68323.670000 sec): 3 clusters
  Score: Raw -2336105.234184 + Penalty 11168.750694 = -2324936.483490
  nChanged 43
		SP:Iteration 25Q (68323.730000 sec): 3 clusters
  Score: Raw -2336124.975816 + Penalty 11168.750694 = -2324956.225123
  nChanged 38
		SP:Iteration 26Q (68323.800000 sec): 3 clusters
  Score: Raw -2336139.585007 + Penalty 11168.750694 = -2324970.834313
  nChanged 31
		SP:Iteration 27Q (68323.860000 sec): 3 clusters
  Score: Raw -2336152.689160 + Penalty 11168.750694 = -2324983.938466
  nChanged 34
		SP:Iteration 28Q (68323.920000 sec): 3 clusters
  Score: Raw -2336165.818523 + Penalty 11168.750694 = -2324997.067829
  nChanged 25
		SP:Iteration 29Q (68323.980000 sec): 3 clusters
  Score: Raw -2336173.973838 + Penalty 11168.750694 = -2325005.223145
  nChanged 15
		SP:Iteration 30Q (68324.050000 sec): 3 clusters
  Score: Raw -2336179.664201 + Penalty 11168.750694 = -2325010.913508
  nChanged 17
		SP:Iteration 31Q (68324.110000 sec): 3 clusters
  Score: Raw -2336186.172843 + Penalty 11168.750694 = -2325017.422150
  nChanged 25
		SP:Iteration 32Q (68324.170000 sec): 3 clusters
  Score: Raw -2336194.977509 + Penalty 11168.750694 = -2325026.226815
  nChanged 24
		SP:Iteration 33Q (68324.230000 sec): 3 clusters
  Score: Raw -2336204.081456 + Penalty 11168.750694 = -2325035.330762
  nChanged 21
		SP:Iteration 34Q (68324.290000 sec): 3 clusters
  Score: Raw -2336211.905477 + Penalty 11168.750694 = -2325043.154783
  nChanged 16
		SP:Iteration 35Q (68324.350000 sec): 3 clusters
  Score: Raw -2336217.261176 + Penalty 11168.750694 = -2325048.510482
  nChanged 13
		SP:Iteration 36Q (68324.440000 sec): 3 clusters
  Score: Raw -2336222.227623 + Penalty 11168.750694 = -2325053.476929
  nChanged 13
		SP:Iteration 37Q (68324.500000 sec): 3 clusters
  Score: Raw -2336227.354332 + Penalty 11168.750694 = -2325058.603639
  nChanged 14
		SP:Iteration 38Q (68324.560000 sec): 3 clusters
  Score: Raw -2336231.792135 + Penalty 11168.750694 = -2325063.041441
  nChanged 10
		SP:Iteration 39Q (68324.630000 sec): 3 clusters
  Score: Raw -2336235.088177 + Penalty 11168.750694 = -2325066.337483
  nChanged 9
		SP:Iteration 40F (68324.690000 sec): 3 clusters
  Score: Raw -2336237.857858 + Penalty 11168.750694 = -2325069.107164
  nChanged 7
		SP:Iteration 41Q (68324.760000 sec): 3 clusters
  Score: Raw -2336240.706876 + Penalty 11168.750694 = -2325071.956182
  nChanged 6
		SP:Iteration 42Q (68324.820000 sec): 3 clusters
  Score: Raw -2336242.736330 + Penalty 11168.750694 = -2325073.985636
  nChanged 4
		SP:Iteration 43Q (68324.880000 sec): 3 clusters
  Score: Raw -2336244.422047 + Penalty 11168.750694 = -2325075.671353
  nChanged 3
		SP:Iteration 44Q (68324.950000 sec): 3 clusters
  Score: Raw -2336245.790031 + Penalty 11168.750694 = -2325077.039337
  nChanged 11
		SP:Iteration 45Q (68325.010000 sec): 3 clusters
  Score: Raw -2336249.356129 + Penalty 11168.750694 = -2325080.605435
  nChanged 8
		SP:Iteration 46Q (68325.070000 sec): 3 clusters
  Score: Raw -2336251.820320 + Penalty 11168.750694 = -2325083.069627
  nChanged 9
		SP:Iteration 47Q (68325.130000 sec): 3 clusters
  Score: Raw -2336255.156563 + Penalty 11168.750694 = -2325086.405869
  nChanged 4
		SP:Iteration 48Q (68325.190000 sec): 3 clusters
  Score: Raw -2336256.750286 + Penalty 11168.750694 = -2325087.999593
  nChanged 2
		SP:Iteration 49Q (68325.250000 sec): 3 clusters
  Score: Raw -2336257.256987 + Penalty 11168.750694 = -2325088.506293
  nChanged 2
		SP:Iteration 50Q (68325.310000 sec): 3 clusters
  Score: Raw -2336258.019448 + Penalty 11168.750694 = -2325089.268754
  nChanged 1
		SP:Iteration 51Q (68325.370000 sec): 3 clusters
  Score: Raw -2336258.245443 + Penalty 11168.750694 = -2325089.494750
  nChanged 1
		SP:Iteration 52Q (68325.440000 sec): 3 clusters
  Score: Raw -2336258.622404 + Penalty 11168.750694 = -2325089.871710
  nChanged 1
		SP:Iteration 53Q (68325.500000 sec): 3 clusters
  Score: Raw -2336258.919369 + Penalty 11168.750694 = -2325090.168675
  nChanged 0
		SP:Iteration 54F (68325.560000 sec): 3 clusters
  Score: Raw -2336258.919369 + Penalty 11168.750694 = -2325090.168675
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68325.660000 sec): 2 clusters
  Score: Raw -3836175.105898 + Penalty 5888.372794 = -3830286.733104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68325.770000 sec): 3 clusters
  Score: Raw -3828711.851449 + Penalty 11776.745588 = -3816935.105860
  nChanged 5918
		SP:Iteration 1F (68325.880000 sec): 3 clusters
  Score: Raw -3832131.193069 + Penalty 11776.745588 = -3820354.447481
  nChanged 1198
		SP:Iteration 2F (68325.990000 sec): 3 clusters
  Score: Raw -3833092.340206 + Penalty 11776.745588 = -3821315.594618
  nChanged 1037
		SP:Iteration 3F (68326.100000 sec): 3 clusters
  Score: Raw -3834101.155483 + Penalty 11776.745588 = -3822324.409895
  nChanged 1042
		SP:Iteration 4F (68326.210000 sec): 3 clusters
  Score: Raw -3835186.865079 + Penalty 11776.745588 = -3823410.119491
  nChanged 1020
		SP:Iteration 5F (68326.330000 sec): 3 clusters
  Score: Raw -3836348.533092 + Penalty 11776.745588 = -3824571.787503
  nChanged 985
		SP:Iteration 6F (68326.440000 sec): 3 clusters
  Score: Raw -3837451.036437 + Penalty 11776.745588 = -3825674.290849
  nChanged 859
		SP:Iteration 7F (68326.550000 sec): 3 clusters
  Score: Raw -3838114.775307 + Penalty 11776.745588 = -3826338.029719
  nChanged 580
		SP:Iteration 8Q (68326.650000 sec): 3 clusters
  Score: Raw -3838437.600882 + Penalty 11776.745588 = -3826660.855294
  nChanged 418
		SP:Iteration 9Q (68326.760000 sec): 3 clusters
  Score: Raw -3838650.822284 + Penalty 11776.745588 = -3826874.076696
  nChanged 322
		SP:Iteration 10Q (68326.860000 sec): 3 clusters
  Score: Raw -3838805.277503 + Penalty 11776.745588 = -3827028.531915
  nChanged 250
		SP:Iteration 11Q (68326.970000 sec): 3 clusters
  Score: Raw -3838921.225518 + Penalty 11776.745588 = -3827144.479929
  nChanged 213
		SP:Iteration 12Q (68327.080000 sec): 3 clusters
  Score: Raw -3839005.319613 + Penalty 11776.745588 = -3827228.574025
  nChanged 156
		SP:Iteration 13Q (68327.190000 sec): 3 clusters
  Score: Raw -3839063.183740 + Penalty 11776.745588 = -3827286.438152
  nChanged 130
		SP:Iteration 14Q (68327.290000 sec): 3 clusters
  Score: Raw -3839108.645411 + Penalty 11776.745588 = -3827331.899823
  nChanged 107
		SP:Iteration 15Q (68327.400000 sec): 3 clusters
  Score: Raw -3839146.300501 + Penalty 11776.745588 = -3827369.554913
  nChanged 84
		SP:Iteration 16Q (68327.510000 sec): 3 clusters
  Score: Raw -3839173.328279 + Penalty 11776.745588 = -3827396.582690
  nChanged 65
		SP:Iteration 17Q (68327.620000 sec): 3 clusters
  Score: Raw -3839193.074187 + Penalty 11776.745588 = -3827416.328598
  nChanged 58
		SP:Iteration 18Q (68327.720000 sec): 3 clusters
  Score: Raw -3839206.792427 + Penalty 11776.745588 = -3827430.046839
  nChanged 36
		SP:Iteration 19Q (68327.830000 sec): 3 clusters
  Score: Raw -3839216.401362 + Penalty 11776.745588 = -3827439.655774
  nChanged 42
		SP:Iteration 20F (68327.940000 sec): 3 clusters
  Score: Raw -3839226.437179 + Penalty 11776.745588 = -3827449.691591
  nChanged 36
		SP:Iteration 21Q (68328.040000 sec): 3 clusters
  Score: Raw -3839237.418226 + Penalty 11776.745588 = -3827460.672638
  nChanged 45
		SP:Iteration 22Q (68328.140000 sec): 3 clusters
  Score: Raw -3839248.529195 + Penalty 11776.745588 = -3827471.783607
  nChanged 37
		SP:Iteration 23Q (68328.250000 sec): 3 clusters
  Score: Raw -3839258.571747 + Penalty 11776.745588 = -3827481.826159
  nChanged 36
		SP:Iteration 24Q (68328.350000 sec): 3 clusters
  Score: Raw -3839268.684717 + Penalty 11776.745588 = -3827491.939129
  nChanged 37
		SP:Iteration 25Q (68328.450000 sec): 3 clusters
  Score: Raw -3839278.100383 + Penalty 11776.745588 = -3827501.354795
  nChanged 33
		SP:Iteration 26Q (68328.560000 sec): 3 clusters
  Score: Raw -3839286.573731 + Penalty 11776.745588 = -3827509.828143
  nChanged 25
		SP:Iteration 27Q (68328.660000 sec): 3 clusters
  Score: Raw -3839292.397069 + Penalty 11776.745588 = -3827515.651481
  nChanged 26
		SP:Iteration 28Q (68328.760000 sec): 3 clusters
  Score: Raw -3839298.794356 + Penalty 11776.745588 = -3827522.048768
  nChanged 24
		SP:Iteration 29Q (68328.870000 sec): 3 clusters
  Score: Raw -3839304.438180 + Penalty 11776.745588 = -3827527.692592
  nChanged 18
		SP:Iteration 30Q (68328.970000 sec): 3 clusters
  Score: Raw -3839309.144715 + Penalty 11776.745588 = -3827532.399127
  nChanged 18
		SP:Iteration 31Q (68329.080000 sec): 3 clusters
  Score: Raw -3839313.222117 + Penalty 11776.745588 = -3827536.476529
  nChanged 15
		SP:Iteration 32Q (68329.190000 sec): 3 clusters
  Score: Raw -3839316.370281 + Penalty 11776.745588 = -3827539.624693
  nChanged 9
		SP:Iteration 33Q (68329.290000 sec): 3 clusters
  Score: Raw -3839318.564304 + Penalty 11776.745588 = -3827541.818716
  nChanged 8
		SP:Iteration 34Q (68329.400000 sec): 3 clusters
  Score: Raw -3839319.882642 + Penalty 11776.745588 = -3827543.137054
  nChanged 7
		SP:Iteration 35Q (68329.500000 sec): 3 clusters
  Score: Raw -3839321.443147 + Penalty 11776.745588 = -3827544.697559
  nChanged 6
		SP:Iteration 36Q (68329.610000 sec): 3 clusters
  Score: Raw -3839322.668455 + Penalty 11776.745588 = -3827545.922867
  nChanged 4
		SP:Iteration 37Q (68329.720000 sec): 3 clusters
  Score: Raw -3839323.621470 + Penalty 11776.745588 = -3827546.875882
  nChanged 3
		SP:Iteration 38Q (68329.820000 sec): 3 clusters
  Score: Raw -3839324.060430 + Penalty 11776.745588 = -3827547.314842
  nChanged 2
		SP:Iteration 39Q (68329.930000 sec): 3 clusters
  Score: Raw -3839324.506925 + Penalty 11776.745588 = -3827547.761337
  nChanged 4
		SP:Iteration 40F (68330.040000 sec): 3 clusters
  Score: Raw -3839325.576114 + Penalty 11776.745588 = -3827548.830526
  nChanged 8
		SP:Iteration 41Q (68330.140000 sec): 3 clusters
  Score: Raw -3839327.127700 + Penalty 11776.745588 = -3827550.382112
  nChanged 6
		SP:Iteration 42Q (68330.240000 sec): 3 clusters
  Score: Raw -3839328.823696 + Penalty 11776.745588 = -3827552.078107
  nChanged 7
		SP:Iteration 43Q (68330.340000 sec): 3 clusters
  Score: Raw -3839330.053413 + Penalty 11776.745588 = -3827553.307825
  nChanged 2
		SP:Iteration 44Q (68330.450000 sec): 3 clusters
  Score: Raw -3839330.754738 + Penalty 11776.745588 = -3827554.009149
  nChanged 3
		SP:Iteration 45Q (68330.560000 sec): 3 clusters
  Score: Raw -3839331.366649 + Penalty 11776.745588 = -3827554.621061
  nChanged 3
		SP:Iteration 46Q (68330.660000 sec): 3 clusters
  Score: Raw -3839332.005245 + Penalty 11776.745588 = -3827555.259657
  nChanged 4
		SP:Iteration 47Q (68330.770000 sec): 3 clusters
  Score: Raw -3839333.167807 + Penalty 11776.745588 = -3827556.422219
  nChanged 3
		SP:Iteration 48Q (68330.870000 sec): 3 clusters
  Score: Raw -3839333.723294 + Penalty 11776.745588 = -3827556.977706
  nChanged 3
		SP:Iteration 49Q (68330.980000 sec): 3 clusters
  Score: Raw -3839334.393439 + Penalty 11776.745588 = -3827557.647851
  nChanged 1
		SP:Iteration 50Q (68331.080000 sec): 3 clusters
  Score: Raw -3839334.653473 + Penalty 11776.745588 = -3827557.907885
  nChanged 1
		SP:Iteration 51Q (68331.180000 sec): 3 clusters
  Score: Raw -3839334.794717 + Penalty 11776.745588 = -3827558.049129
  nChanged 0
		SP:Iteration 52F (68331.290000 sec): 3 clusters
  Score: Raw -3839334.794717 + Penalty 11776.745588 = -3827558.049129
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (62005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68331.690000 sec): 2 clusters
  Score: Raw -16565960.155197 + Penalty 6758.919312 = -16559201.235885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68332.160000 sec): 3 clusters
  Score: Raw -16529818.207193 + Penalty 13517.838625 = -16516300.368568
  nChanged 27405
		SP:Iteration 1F (68332.620000 sec): 3 clusters
  Score: Raw -16544474.742367 + Penalty 13517.838625 = -16530956.903742
  nChanged 3248
		SP:Iteration 2F (68333.080000 sec): 3 clusters
  Score: Raw -16545789.626904 + Penalty 13517.838625 = -16532271.788279
  nChanged 3180
		SP:Iteration 3F (68333.540000 sec): 3 clusters
  Score: Raw -16547320.181073 + Penalty 13517.838625 = -16533802.342448
  nChanged 3535
		SP:Iteration 4F (68334.000000 sec): 3 clusters
  Score: Raw -16549333.058507 + Penalty 13517.838625 = -16535815.219882
  nChanged 3913
		SP:Iteration 5F (68334.470000 sec): 3 clusters
  Score: Raw -16551913.477557 + Penalty 13517.838625 = -16538395.638932
  nChanged 4176
		SP:Iteration 6F (68334.930000 sec): 3 clusters
  Score: Raw -16554648.275257 + Penalty 13517.838625 = -16541130.436632
  nChanged 3951
		SP:Iteration 7F (68335.390000 sec): 3 clusters
  Score: Raw -16556987.240443 + Penalty 13517.838625 = -16543469.401818
  nChanged 3316
		SP:Iteration 8F (68335.850000 sec): 3 clusters
  Score: Raw -16558800.359653 + Penalty 13517.838625 = -16545282.521029
  nChanged 2768
		SP:Iteration 9Q (68336.320000 sec): 3 clusters
  Score: Raw -16560135.809424 + Penalty 13517.838625 = -16546617.970799
  nChanged 2163
		SP:Iteration 10Q (68336.780000 sec): 3 clusters
  Score: Raw -16561107.382289 + Penalty 13517.838625 = -16547589.543664
  nChanged 1820
		SP:Iteration 11Q (68337.240000 sec): 3 clusters
  Score: Raw -16561895.610220 + Penalty 13517.838625 = -16548377.771595
  nChanged 1618
		SP:Iteration 12Q (68337.700000 sec): 3 clusters
  Score: Raw -16562611.417993 + Penalty 13517.838625 = -16549093.579368
  nChanged 1504
		SP:Iteration 13Q (68338.160000 sec): 3 clusters
  Score: Raw -16563290.574355 + Penalty 13517.838625 = -16549772.735731
  nChanged 1352
		SP:Iteration 14Q (68338.630000 sec): 3 clusters
  Score: Raw -16563911.559077 + Penalty 13517.838625 = -16550393.720452
  nChanged 1253
		SP:Iteration 15Q (68339.090000 sec): 3 clusters
  Score: Raw -16564488.203813 + Penalty 13517.838625 = -16550970.365189
  nChanged 1147
		SP:Iteration 16Q (68339.550000 sec): 3 clusters
  Score: Raw -16565041.458305 + Penalty 13517.838625 = -16551523.619680
  nChanged 992
		SP:Iteration 17Q (68340.000000 sec): 3 clusters
  Score: Raw -16565512.826794 + Penalty 13517.838625 = -16551994.988169
  nChanged 852
		SP:Iteration 18Q (68340.440000 sec): 3 clusters
  Score: Raw -16565907.183893 + Penalty 13517.838625 = -16552389.345268
  nChanged 684
		SP:Iteration 19Q (68340.870000 sec): 3 clusters
  Score: Raw -16566215.184155 + Penalty 13517.838625 = -16552697.345530
  nChanged 558
		SP:Iteration 20F (68341.330000 sec): 3 clusters
  Score: Raw -16566453.370895 + Penalty 13517.838625 = -16552935.532270
  nChanged 397
		SP:Iteration 21Q (68341.750000 sec): 3 clusters
  Score: Raw -16566629.568843 + Penalty 13517.838625 = -16553111.730218
  nChanged 367
		SP:Iteration 22Q (68342.180000 sec): 3 clusters
  Score: Raw -16566788.833799 + Penalty 13517.838625 = -16553270.995174
  nChanged 288
		SP:Iteration 23Q (68342.590000 sec): 3 clusters
  Score: Raw -16566918.221746 + Penalty 13517.838625 = -16553400.383121
  nChanged 235
		SP:Iteration 24Q (68342.990000 sec): 3 clusters
  Score: Raw -16567010.004982 + Penalty 13517.838625 = -16553492.166358
  nChanged 182
		SP:Iteration 25Q (68343.400000 sec): 3 clusters
  Score: Raw -16567074.950704 + Penalty 13517.838625 = -16553557.112080
  nChanged 146
		SP:Iteration 26Q (68343.800000 sec): 3 clusters
  Score: Raw -16567136.456956 + Penalty 13517.838625 = -16553618.618331
  nChanged 145
		SP:Iteration 27Q (68344.190000 sec): 3 clusters
  Score: Raw -16567189.295005 + Penalty 13517.838625 = -16553671.456380
  nChanged 114
		SP:Iteration 28Q (68344.590000 sec): 3 clusters
  Score: Raw -16567229.158110 + Penalty 13517.838625 = -16553711.319485
  nChanged 88
		SP:Iteration 29Q (68344.990000 sec): 3 clusters
  Score: Raw -16567257.664209 + Penalty 13517.838625 = -16553739.825584
  nChanged 70
		SP:Iteration 30Q (68345.380000 sec): 3 clusters
  Score: Raw -16567281.285844 + Penalty 13517.838625 = -16553763.447219
  nChanged 58
		SP:Iteration 31Q (68345.770000 sec): 3 clusters
  Score: Raw -16567299.820403 + Penalty 13517.838625 = -16553781.981778
  nChanged 46
		SP:Iteration 32Q (68346.170000 sec): 3 clusters
  Score: Raw -16567313.590452 + Penalty 13517.838625 = -16553795.751827
  nChanged 41
		SP:Iteration 33Q (68346.550000 sec): 3 clusters
  Score: Raw -16567327.506989 + Penalty 13517.838625 = -16553809.668365
  nChanged 40
		SP:Iteration 34Q (68346.920000 sec): 3 clusters
  Score: Raw -16567339.663413 + Penalty 13517.838625 = -16553821.824788
  nChanged 32
		SP:Iteration 35Q (68347.310000 sec): 3 clusters
  Score: Raw -16567349.199170 + Penalty 13517.838625 = -16553831.360545
  nChanged 27
		SP:Iteration 36Q (68347.690000 sec): 3 clusters
  Score: Raw -16567358.161733 + Penalty 13517.838625 = -16553840.323108
  nChanged 17
		SP:Iteration 37Q (68348.060000 sec): 3 clusters
  Score: Raw -16567363.256730 + Penalty 13517.838625 = -16553845.418105
  nChanged 15
		SP:Iteration 38Q (68348.440000 sec): 3 clusters
  Score: Raw -16567367.019683 + Penalty 13517.838625 = -16553849.181059
  nChanged 17
		SP:Iteration 39Q (68348.810000 sec): 3 clusters
  Score: Raw -16567372.375765 + Penalty 13517.838625 = -16553854.537140
  nChanged 22
		SP:Iteration 40F (68349.270000 sec): 3 clusters
  Score: Raw -16567380.311458 + Penalty 13517.838625 = -16553862.472833
  nChanged 23
		SP:Iteration 41Q (68349.650000 sec): 3 clusters
  Score: Raw -16567387.856810 + Penalty 13517.838625 = -16553870.018186
  nChanged 13
		SP:Iteration 42Q (68350.020000 sec): 3 clusters
  Score: Raw -16567391.791958 + Penalty 13517.838625 = -16553873.953333
  nChanged 15
		SP:Iteration 43Q (68350.400000 sec): 3 clusters
  Score: Raw -16567395.828366 + Penalty 13517.838625 = -16553877.989741
  nChanged 13
		SP:Iteration 44Q (68350.780000 sec): 3 clusters
  Score: Raw -16567399.413171 + Penalty 13517.838625 = -16553881.574546
  nChanged 15
		SP:Iteration 45Q (68351.150000 sec): 3 clusters
  Score: Raw -16567403.836281 + Penalty 13517.838625 = -16553885.997656
  nChanged 21
		SP:Iteration 46Q (68351.520000 sec): 3 clusters
  Score: Raw -16567409.939757 + Penalty 13517.838625 = -16553892.101132
  nChanged 22
		SP:Iteration 47Q (68351.900000 sec): 3 clusters
  Score: Raw -16567415.404787 + Penalty 13517.838625 = -16553897.566163
  nChanged 11
		SP:Iteration 48Q (68352.270000 sec): 3 clusters
  Score: Raw -16567419.469075 + Penalty 13517.838625 = -16553901.630450
  nChanged 15
		SP:Iteration 49Q (68352.660000 sec): 3 clusters
  Score: Raw -16567424.342132 + Penalty 13517.838625 = -16553906.503507
  nChanged 9
		SP:Iteration 50Q (68353.050000 sec): 3 clusters
  Score: Raw -16567427.252400 + Penalty 13517.838625 = -16553909.413775
  nChanged 7
		SP:Iteration 51Q (68353.420000 sec): 3 clusters
  Score: Raw -16567429.450245 + Penalty 13517.838625 = -16553911.611620
  nChanged 8
		SP:Iteration 52Q (68353.800000 sec): 3 clusters
  Score: Raw -16567431.740810 + Penalty 13517.838625 = -16553913.902185
  nChanged 9
		SP:Iteration 53Q (68354.160000 sec): 3 clusters
  Score: Raw -16567434.093108 + Penalty 13517.838625 = -16553916.254484
  nChanged 5
		SP:Iteration 54Q (68354.540000 sec): 3 clusters
  Score: Raw -16567435.793387 + Penalty 13517.838625 = -16553917.954762
  nChanged 7
		SP:Iteration 55Q (68354.910000 sec): 3 clusters
  Score: Raw -16567437.561684 + Penalty 13517.838625 = -16553919.723059
  nChanged 7
		SP:Iteration 56Q (68355.280000 sec): 3 clusters
  Score: Raw -16567439.173844 + Penalty 13517.838625 = -16553921.335219
  nChanged 5
		SP:Iteration 57Q (68355.660000 sec): 3 clusters
  Score: Raw -16567441.114971 + Penalty 13517.838625 = -16553923.276346
  nChanged 9
		SP:Iteration 58Q (68356.030000 sec): 3 clusters
  Score: Raw -16567444.018200 + Penalty 13517.838625 = -16553926.179575
  nChanged 6
		SP:Iteration 59Q (68356.400000 sec): 3 clusters
  Score: Raw -16567446.007304 + Penalty 13517.838625 = -16553928.168679
  nChanged 5
		SP:Iteration 60F (68356.860000 sec): 3 clusters
  Score: Raw -16567447.517425 + Penalty 13517.838625 = -16553929.678800
  nChanged 2
		SP:Iteration 61Q (68357.230000 sec): 3 clusters
  Score: Raw -16567448.126985 + Penalty 13517.838625 = -16553930.288360
  nChanged 3
		SP:Iteration 62Q (68357.610000 sec): 3 clusters
  Score: Raw -16567449.278033 + Penalty 13517.838625 = -16553931.439408
  nChanged 4
		SP:Iteration 63Q (68357.980000 sec): 3 clusters
  Score: Raw -16567450.762190 + Penalty 13517.838625 = -16553932.923565
  nChanged 7
		SP:Iteration 64Q (68358.360000 sec): 3 clusters
  Score: Raw -16567454.089955 + Penalty 13517.838625 = -16553936.251330
  nChanged 7
		SP:Iteration 65Q (68358.720000 sec): 3 clusters
  Score: Raw -16567456.646662 + Penalty 13517.838625 = -16553938.808037
  nChanged 6
		SP:Iteration 66Q (68359.100000 sec): 3 clusters
  Score: Raw -16567458.092561 + Penalty 13517.838625 = -16553940.253936
  nChanged 5
		SP:Iteration 67Q (68359.480000 sec): 3 clusters
  Score: Raw -16567459.259161 + Penalty 13517.838625 = -16553941.420536
  nChanged 3
		SP:Iteration 68Q (68359.860000 sec): 3 clusters
  Score: Raw -16567459.807940 + Penalty 13517.838625 = -16553941.969315
  nChanged 3
		SP:Iteration 69Q (68360.240000 sec): 3 clusters
  Score: Raw -16567460.652868 + Penalty 13517.838625 = -16553942.814243
  nChanged 3
		SP:Iteration 70Q (68360.610000 sec): 3 clusters
  Score: Raw -16567461.596174 + Penalty 13517.838625 = -16553943.757549
  nChanged 5
		SP:Iteration 71Q (68360.980000 sec): 3 clusters
  Score: Raw -16567463.120267 + Penalty 13517.838625 = -16553945.281643
  nChanged 5
		SP:Iteration 72Q (68361.360000 sec): 3 clusters
  Score: Raw -16567464.655808 + Penalty 13517.838625 = -16553946.817183
  nChanged 4
		SP:Iteration 73Q (68361.720000 sec): 3 clusters
  Score: Raw -16567465.727560 + Penalty 13517.838625 = -16553947.888936
  nChanged 4
		SP:Iteration 74Q (68362.100000 sec): 3 clusters
  Score: Raw -16567466.976097 + Penalty 13517.838625 = -16553949.137472
  nChanged 4
		SP:Iteration 75Q (68362.470000 sec): 3 clusters
  Score: Raw -16567468.894820 + Penalty 13517.838625 = -16553951.056196
  nChanged 5
		SP:Iteration 76Q (68362.840000 sec): 3 clusters
  Score: Raw -16567470.217070 + Penalty 13517.838625 = -16553952.378445
  nChanged 4
		SP:Iteration 77Q (68363.210000 sec): 3 clusters
  Score: Raw -16567471.426470 + Penalty 13517.838625 = -16553953.587845
  nChanged 4
		SP:Iteration 78Q (68363.580000 sec): 3 clusters
  Score: Raw -16567472.449029 + Penalty 13517.838625 = -16553954.610404
  nChanged 4
		SP:Iteration 79Q (68363.960000 sec): 3 clusters
  Score: Raw -16567473.610238 + Penalty 13517.838625 = -16553955.771613
  nChanged 2
		SP:Iteration 80F (68364.420000 sec): 3 clusters
  Score: Raw -16567474.137744 + Penalty 13517.838625 = -16553956.299119
  nChanged 4
		SP:Iteration 81Q (68364.790000 sec): 3 clusters
  Score: Raw -16567475.400665 + Penalty 13517.838625 = -16553957.562041
  nChanged 5
		SP:Iteration 82Q (68365.160000 sec): 3 clusters
  Score: Raw -16567477.081586 + Penalty 13517.838625 = -16553959.242962
  nChanged 5
		SP:Iteration 83Q (68365.530000 sec): 3 clusters
  Score: Raw -16567478.117256 + Penalty 13517.838625 = -16553960.278631
  nChanged 3
		SP:Iteration 84Q (68365.910000 sec): 3 clusters
  Score: Raw -16567478.934082 + Penalty 13517.838625 = -16553961.095458
  nChanged 4
		SP:Iteration 85Q (68366.270000 sec): 3 clusters
  Score: Raw -16567479.782563 + Penalty 13517.838625 = -16553961.943938
  nChanged 3
		SP:Iteration 86Q (68366.650000 sec): 3 clusters
  Score: Raw -16567480.811060 + Penalty 13517.838625 = -16553962.972435
  nChanged 3
		SP:Iteration 87Q (68367.010000 sec): 3 clusters
  Score: Raw -16567481.564689 + Penalty 13517.838625 = -16553963.726064
  nChanged 4
		SP:Iteration 88Q (68367.380000 sec): 3 clusters
  Score: Raw -16567483.010546 + Penalty 13517.838625 = -16553965.171921
  nChanged 7
		SP:Iteration 89Q (68367.760000 sec): 3 clusters
  Score: Raw -16567484.997699 + Penalty 13517.838625 = -16553967.159075
  nChanged 3
		SP:Iteration 90Q (68368.120000 sec): 3 clusters
  Score: Raw -16567485.775354 + Penalty 13517.838625 = -16553967.936729
  nChanged 2
		SP:Iteration 91Q (68368.490000 sec): 3 clusters
  Score: Raw -16567486.426381 + Penalty 13517.838625 = -16553968.587756
  nChanged 4
		SP:Iteration 92Q (68368.860000 sec): 3 clusters
  Score: Raw -16567487.577166 + Penalty 13517.838625 = -16553969.738541
  nChanged 5
		SP:Iteration 93Q (68369.230000 sec): 3 clusters
  Score: Raw -16567489.467376 + Penalty 13517.838625 = -16553971.628751
  nChanged 3
		SP:Iteration 94Q (68369.610000 sec): 3 clusters
  Score: Raw -16567490.526439 + Penalty 13517.838625 = -16553972.687814
  nChanged 4
		SP:Iteration 95Q (68369.990000 sec): 3 clusters
  Score: Raw -16567491.667407 + Penalty 13517.838625 = -16553973.828782
  nChanged 4
		SP:Iteration 96Q (68370.350000 sec): 3 clusters
  Score: Raw -16567492.900234 + Penalty 13517.838625 = -16553975.061609
  nChanged 2
		SP:Iteration 97Q (68370.730000 sec): 3 clusters
  Score: Raw -16567493.721456 + Penalty 13517.838625 = -16553975.882831
  nChanged 1
		SP:Iteration 98Q (68371.090000 sec): 3 clusters
  Score: Raw -16567493.941673 + Penalty 13517.838625 = -16553976.103049
  nChanged 0
		SP:Iteration 99F (68371.550000 sec): 3 clusters
  Score: Raw -16567493.941673 + Penalty 13517.838625 = -16553976.103049
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (17120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68371.680000 sec): 2 clusters
  Score: Raw -4535750.876965 + Penalty 5970.651623 = -4529780.225342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68371.810000 sec): 3 clusters
  Score: Raw -4527013.488843 + Penalty 11941.303246 = -4515072.185597
  nChanged 6787
		SP:Iteration 1F (68371.930000 sec): 3 clusters
  Score: Raw -4530706.289271 + Penalty 11941.303246 = -4518764.986025
  nChanged 1236
		SP:Iteration 2F (68372.050000 sec): 3 clusters
  Score: Raw -4531343.422532 + Penalty 11941.303246 = -4519402.119287
  nChanged 885
		SP:Iteration 3F (68372.180000 sec): 3 clusters
  Score: Raw -4531811.103264 + Penalty 11941.303246 = -4519869.800018
  nChanged 735
		SP:Iteration 4Q (68372.310000 sec): 3 clusters
  Score: Raw -4532195.561839 + Penalty 11941.303246 = -4520254.258593
  nChanged 613
		SP:Iteration 5Q (68372.430000 sec): 3 clusters
  Score: Raw -4532494.660057 + Penalty 11941.303246 = -4520553.356811
  nChanged 545
		SP:Iteration 6Q (68372.550000 sec): 3 clusters
  Score: Raw -4532746.390353 + Penalty 11941.303246 = -4520805.087107
  nChanged 521
		SP:Iteration 7Q (68372.680000 sec): 3 clusters
  Score: Raw -4532979.626932 + Penalty 11941.303246 = -4521038.323687
  nChanged 490
		SP:Iteration 8Q (68372.800000 sec): 3 clusters
  Score: Raw -4533204.947214 + Penalty 11941.303246 = -4521263.643968
  nChanged 484
		SP:Iteration 9Q (68372.930000 sec): 3 clusters
  Score: Raw -4533408.695398 + Penalty 11941.303246 = -4521467.392152
  nChanged 453
		SP:Iteration 10Q (68373.050000 sec): 3 clusters
  Score: Raw -4533611.929104 + Penalty 11941.303246 = -4521670.625858
  nChanged 442
		SP:Iteration 11Q (68373.180000 sec): 3 clusters
  Score: Raw -4533814.469179 + Penalty 11941.303246 = -4521873.165933
  nChanged 445
		SP:Iteration 12Q (68373.320000 sec): 3 clusters
  Score: Raw -4534016.951881 + Penalty 11941.303246 = -4522075.648635
  nChanged 435
		SP:Iteration 13Q (68373.440000 sec): 3 clusters
  Score: Raw -4534227.768532 + Penalty 11941.303246 = -4522286.465286
  nChanged 453
		SP:Iteration 14Q (68373.560000 sec): 3 clusters
  Score: Raw -4534469.449535 + Penalty 11941.303246 = -4522528.146289
  nChanged 477
		SP:Iteration 15Q (68373.690000 sec): 3 clusters
  Score: Raw -4534726.044079 + Penalty 11941.303246 = -4522784.740833
  nChanged 444
		SP:Iteration 16Q (68373.810000 sec): 3 clusters
  Score: Raw -4534960.946882 + Penalty 11941.303246 = -4523019.643636
  nChanged 414
		SP:Iteration 17Q (68373.930000 sec): 3 clusters
  Score: Raw -4535177.196907 + Penalty 11941.303246 = -4523235.893661
  nChanged 363
		SP:Iteration 18Q (68374.060000 sec): 3 clusters
  Score: Raw -4535367.488607 + Penalty 11941.303246 = -4523426.185362
  nChanged 328
		SP:Iteration 19Q (68374.180000 sec): 3 clusters
  Score: Raw -4535537.212313 + Penalty 11941.303246 = -4523595.909067
  nChanged 311
		SP:Iteration 20F (68374.300000 sec): 3 clusters
  Score: Raw -4535698.142294 + Penalty 11941.303246 = -4523756.839049
  nChanged 281
		SP:Iteration 21Q (68374.420000 sec): 3 clusters
  Score: Raw -4535847.952779 + Penalty 11941.303246 = -4523906.649533
  nChanged 243
		SP:Iteration 22Q (68374.540000 sec): 3 clusters
  Score: Raw -4535969.403430 + Penalty 11941.303246 = -4524028.100184
  nChanged 210
		SP:Iteration 23Q (68374.670000 sec): 3 clusters
  Score: Raw -4536075.157749 + Penalty 11941.303246 = -4524133.854503
  nChanged 181
		SP:Iteration 24Q (68374.790000 sec): 3 clusters
  Score: Raw -4536176.734453 + Penalty 11941.303246 = -4524235.431208
  nChanged 162
		SP:Iteration 25Q (68374.910000 sec): 3 clusters
  Score: Raw -4536270.731351 + Penalty 11941.303246 = -4524329.428106
  nChanged 154
		SP:Iteration 26Q (68375.030000 sec): 3 clusters
  Score: Raw -4536353.191600 + Penalty 11941.303246 = -4524411.888354
  nChanged 123
		SP:Iteration 27Q (68375.150000 sec): 3 clusters
  Score: Raw -4536420.887485 + Penalty 11941.303246 = -4524479.584239
  nChanged 114
		SP:Iteration 28Q (68375.270000 sec): 3 clusters
  Score: Raw -4536478.658976 + Penalty 11941.303246 = -4524537.355731
  nChanged 96
		SP:Iteration 29Q (68375.380000 sec): 3 clusters
  Score: Raw -4536526.898634 + Penalty 11941.303246 = -4524585.595388
  nChanged 82
		SP:Iteration 30Q (68375.500000 sec): 3 clusters
  Score: Raw -4536567.338215 + Penalty 11941.303246 = -4524626.034969
  nChanged 67
		SP:Iteration 31Q (68375.620000 sec): 3 clusters
  Score: Raw -4536602.860135 + Penalty 11941.303246 = -4524661.556889
  nChanged 65
		SP:Iteration 32Q (68375.740000 sec): 3 clusters
  Score: Raw -4536638.489236 + Penalty 11941.303246 = -4524697.185991
  nChanged 59
		SP:Iteration 33Q (68375.850000 sec): 3 clusters
  Score: Raw -4536664.515527 + Penalty 11941.303246 = -4524723.212281
  nChanged 45
		SP:Iteration 34Q (68375.960000 sec): 3 clusters
  Score: Raw -4536684.070343 + Penalty 11941.303246 = -4524742.767097
  nChanged 31
		SP:Iteration 35Q (68376.080000 sec): 3 clusters
  Score: Raw -4536700.672591 + Penalty 11941.303246 = -4524759.369345
  nChanged 40
		SP:Iteration 36Q (68376.200000 sec): 3 clusters
  Score: Raw -4536721.994101 + Penalty 11941.303246 = -4524780.690855
  nChanged 33
		SP:Iteration 37Q (68376.300000 sec): 3 clusters
  Score: Raw -4536737.784849 + Penalty 11941.303246 = -4524796.481604
  nChanged 36
		SP:Iteration 38Q (68376.420000 sec): 3 clusters
  Score: Raw -4536756.800499 + Penalty 11941.303246 = -4524815.497254
  nChanged 25
		SP:Iteration 39Q (68376.530000 sec): 3 clusters
  Score: Raw -4536769.807715 + Penalty 11941.303246 = -4524828.504469
  nChanged 22
		SP:Iteration 40F (68376.660000 sec): 3 clusters
  Score: Raw -4536780.237004 + Penalty 11941.303246 = -4524838.933758
  nChanged 17
		SP:Iteration 41Q (68376.770000 sec): 3 clusters
  Score: Raw -4536789.111909 + Penalty 11941.303246 = -4524847.808663
  nChanged 14
		SP:Iteration 42Q (68376.890000 sec): 3 clusters
  Score: Raw -4536796.817440 + Penalty 11941.303246 = -4524855.514194
  nChanged 14
		SP:Iteration 43Q (68377.000000 sec): 3 clusters
  Score: Raw -4536804.762477 + Penalty 11941.303246 = -4524863.459231
  nChanged 14
		SP:Iteration 44Q (68377.110000 sec): 3 clusters
  Score: Raw -4536812.141878 + Penalty 11941.303246 = -4524870.838632
  nChanged 12
		SP:Iteration 45Q (68377.220000 sec): 3 clusters
  Score: Raw -4536819.724541 + Penalty 11941.303246 = -4524878.421295
  nChanged 6
		SP:Iteration 46Q (68377.340000 sec): 3 clusters
  Score: Raw -4536823.478848 + Penalty 11941.303246 = -4524882.175602
  nChanged 6
		SP:Iteration 47Q (68377.450000 sec): 3 clusters
  Score: Raw -4536827.574800 + Penalty 11941.303246 = -4524886.271554
  nChanged 6
		SP:Iteration 48Q (68377.560000 sec): 3 clusters
  Score: Raw -4536830.365614 + Penalty 11941.303246 = -4524889.062368
  nChanged 5
		SP:Iteration 49Q (68377.670000 sec): 3 clusters
  Score: Raw -4536832.498734 + Penalty 11941.303246 = -4524891.195488
  nChanged 8
		SP:Iteration 50Q (68377.780000 sec): 3 clusters
  Score: Raw -4536836.216703 + Penalty 11941.303246 = -4524894.913458
  nChanged 9
		SP:Iteration 51Q (68377.890000 sec): 3 clusters
  Score: Raw -4536839.457631 + Penalty 11941.303246 = -4524898.154385
  nChanged 5
		SP:Iteration 52Q (68378.000000 sec): 3 clusters
  Score: Raw -4536841.892849 + Penalty 11941.303246 = -4524900.589603
  nChanged 3
		SP:Iteration 53Q (68378.120000 sec): 3 clusters
  Score: Raw -4536843.481392 + Penalty 11941.303246 = -4524902.178146
  nChanged 1
		SP:Iteration 54Q (68378.230000 sec): 3 clusters
  Score: Raw -4536843.816133 + Penalty 11941.303246 = -4524902.512887
  nChanged 2
		SP:Iteration 55Q (68378.340000 sec): 3 clusters
  Score: Raw -4536844.890863 + Penalty 11941.303246 = -4524903.587617
  nChanged 3
		SP:Iteration 56Q (68378.460000 sec): 3 clusters
  Score: Raw -4536846.205273 + Penalty 11941.303246 = -4524904.902027
  nChanged 2
		SP:Iteration 57Q (68378.570000 sec): 3 clusters
  Score: Raw -4536847.090885 + Penalty 11941.303246 = -4524905.787639
  nChanged 1
		SP:Iteration 58Q (68378.680000 sec): 3 clusters
  Score: Raw -4536847.319238 + Penalty 11941.303246 = -4524906.015992
  nChanged 1
		SP:Iteration 59Q (68378.790000 sec): 3 clusters
  Score: Raw -4536847.708366 + Penalty 11941.303246 = -4524906.405121
  nChanged 2
		SP:Iteration 60F (68378.910000 sec): 3 clusters
  Score: Raw -4536848.393711 + Penalty 11941.303246 = -4524907.090465
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (43638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68379.190000 sec): 2 clusters
  Score: Raw -11414411.631606 + Penalty 6543.756211 = -11407867.875395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68379.520000 sec): 3 clusters
  Score: Raw -11389418.269294 + Penalty 13087.512421 = -11376330.756873
  nChanged 18962
		SP:Iteration 1F (68379.840000 sec): 3 clusters
  Score: Raw -11399773.630564 + Penalty 13087.512421 = -11386686.118143
  nChanged 2563
		SP:Iteration 2F (68380.160000 sec): 3 clusters
  Score: Raw -11401030.481807 + Penalty 13087.512421 = -11387942.969385
  nChanged 2325
		SP:Iteration 3F (68380.480000 sec): 3 clusters
  Score: Raw -11402362.473707 + Penalty 13087.512421 = -11389274.961285
  nChanged 2264
		SP:Iteration 4F (68380.820000 sec): 3 clusters
  Score: Raw -11403715.633546 + Penalty 13087.512421 = -11390628.121124
  nChanged 2398
		SP:Iteration 5F (68381.150000 sec): 3 clusters
  Score: Raw -11405125.722491 + Penalty 13087.512421 = -11392038.210069
  nChanged 2537
		SP:Iteration 6F (68381.470000 sec): 3 clusters
  Score: Raw -11406690.326534 + Penalty 13087.512421 = -11393602.814112
  nChanged 2681
		SP:Iteration 7F (68381.800000 sec): 3 clusters
  Score: Raw -11408446.729759 + Penalty 13087.512421 = -11395359.217338
  nChanged 2731
		SP:Iteration 8F (68382.120000 sec): 3 clusters
  Score: Raw -11410167.468599 + Penalty 13087.512421 = -11397079.956178
  nChanged 2452
		SP:Iteration 9F (68382.440000 sec): 3 clusters
  Score: Raw -11411610.879324 + Penalty 13087.512421 = -11398523.366903
  nChanged 2094
		SP:Iteration 10Q (68382.760000 sec): 3 clusters
  Score: Raw -11412818.659286 + Penalty 13087.512421 = -11399731.146864
  nChanged 1782
		SP:Iteration 11Q (68383.090000 sec): 3 clusters
  Score: Raw -11413823.294319 + Penalty 13087.512421 = -11400735.781897
  nChanged 1466
		SP:Iteration 12Q (68383.410000 sec): 3 clusters
  Score: Raw -11414630.270917 + Penalty 13087.512421 = -11401542.758496
  nChanged 1217
		SP:Iteration 13Q (68383.730000 sec): 3 clusters
  Score: Raw -11415294.299536 + Penalty 13087.512421 = -11402206.787115
  nChanged 1077
		SP:Iteration 14Q (68384.060000 sec): 3 clusters
  Score: Raw -11415871.355816 + Penalty 13087.512421 = -11402783.843394
  nChanged 925
		SP:Iteration 15Q (68384.380000 sec): 3 clusters
  Score: Raw -11416353.926843 + Penalty 13087.512421 = -11403266.414422
  nChanged 822
		SP:Iteration 16Q (68384.700000 sec): 3 clusters
  Score: Raw -11416786.899540 + Penalty 13087.512421 = -11403699.387119
  nChanged 704
		SP:Iteration 17Q (68385.020000 sec): 3 clusters
  Score: Raw -11417147.316922 + Penalty 13087.512421 = -11404059.804500
  nChanged 618
		SP:Iteration 18Q (68385.340000 sec): 3 clusters
  Score: Raw -11417451.083127 + Penalty 13087.512421 = -11404363.570706
  nChanged 486
		SP:Iteration 19Q (68385.670000 sec): 3 clusters
  Score: Raw -11417681.305906 + Penalty 13087.512421 = -11404593.793484
  nChanged 397
		SP:Iteration 20F (68385.990000 sec): 3 clusters
  Score: Raw -11417871.352710 + Penalty 13087.512421 = -11404783.840289
  nChanged 350
		SP:Iteration 21Q (68386.310000 sec): 3 clusters
  Score: Raw -11418028.944415 + Penalty 13087.512421 = -11404941.431994
  nChanged 259
		SP:Iteration 22Q (68386.630000 sec): 3 clusters
  Score: Raw -11418141.134715 + Penalty 13087.512421 = -11405053.622293
  nChanged 199
		SP:Iteration 23Q (68386.960000 sec): 3 clusters
  Score: Raw -11418221.303512 + Penalty 13087.512421 = -11405133.791090
  nChanged 174
		SP:Iteration 24Q (68387.270000 sec): 3 clusters
  Score: Raw -11418292.926371 + Penalty 13087.512421 = -11405205.413950
  nChanged 134
		SP:Iteration 25Q (68387.590000 sec): 3 clusters
  Score: Raw -11418350.438143 + Penalty 13087.512421 = -11405262.925721
  nChanged 110
		SP:Iteration 26Q (68387.900000 sec): 3 clusters
  Score: Raw -11418395.082084 + Penalty 13087.512421 = -11405307.569663
  nChanged 90
		SP:Iteration 27Q (68388.210000 sec): 3 clusters
  Score: Raw -11418433.989935 + Penalty 13087.512421 = -11405346.477514
  nChanged 83
		SP:Iteration 28Q (68388.520000 sec): 3 clusters
  Score: Raw -11418470.131710 + Penalty 13087.512421 = -11405382.619288
  nChanged 78
		SP:Iteration 29Q (68388.820000 sec): 3 clusters
  Score: Raw -11418503.258924 + Penalty 13087.512421 = -11405415.746502
  nChanged 56
		SP:Iteration 30Q (68389.120000 sec): 3 clusters
  Score: Raw -11418527.350510 + Penalty 13087.512421 = -11405439.838089
  nChanged 45
		SP:Iteration 31Q (68389.410000 sec): 3 clusters
  Score: Raw -11418544.240080 + Penalty 13087.512421 = -11405456.727658
  nChanged 39
		SP:Iteration 32Q (68389.700000 sec): 3 clusters
  Score: Raw -11418557.419590 + Penalty 13087.512421 = -11405469.907168
  nChanged 30
		SP:Iteration 33Q (68389.990000 sec): 3 clusters
  Score: Raw -11418568.603713 + Penalty 13087.512421 = -11405481.091291
  nChanged 26
		SP:Iteration 34Q (68390.270000 sec): 3 clusters
  Score: Raw -11418578.607581 + Penalty 13087.512421 = -11405491.095159
  nChanged 23
		SP:Iteration 35Q (68390.550000 sec): 3 clusters
  Score: Raw -11418588.949611 + Penalty 13087.512421 = -11405501.437190
  nChanged 25
		SP:Iteration 36Q (68390.830000 sec): 3 clusters
  Score: Raw -11418601.365699 + Penalty 13087.512421 = -11405513.853278
  nChanged 27
		SP:Iteration 37Q (68391.110000 sec): 3 clusters
  Score: Raw -11418621.080428 + Penalty 13087.512421 = -11405533.568006
  nChanged 41
		SP:Iteration 38Q (68391.390000 sec): 3 clusters
  Score: Raw -11418647.507907 + Penalty 13087.512421 = -11405559.995485
  nChanged 36
		SP:Iteration 39Q (68391.660000 sec): 3 clusters
  Score: Raw -11418663.518547 + Penalty 13087.512421 = -11405576.006125
  nChanged 33
		SP:Iteration 40F (68391.980000 sec): 3 clusters
  Score: Raw -11418676.011767 + Penalty 13087.512421 = -11405588.499346
  nChanged 20
		SP:Iteration 41Q (68392.240000 sec): 3 clusters
  Score: Raw -11418681.859205 + Penalty 13087.512421 = -11405594.346784
  nChanged 12
		SP:Iteration 42Q (68392.510000 sec): 3 clusters
  Score: Raw -11418685.359739 + Penalty 13087.512421 = -11405597.847318
  nChanged 5
		SP:Iteration 43Q (68392.780000 sec): 3 clusters
  Score: Raw -11418687.156791 + Penalty 13087.512421 = -11405599.644369
  nChanged 4
		SP:Iteration 44Q (68393.040000 sec): 3 clusters
  Score: Raw -11418688.248101 + Penalty 13087.512421 = -11405600.735680
  nChanged 3
		SP:Iteration 45Q (68393.310000 sec): 3 clusters
  Score: Raw -11418689.027330 + Penalty 13087.512421 = -11405601.514908
  nChanged 2
		SP:Iteration 46Q (68393.570000 sec): 3 clusters
  Score: Raw -11418689.564500 + Penalty 13087.512421 = -11405602.052078
  nChanged 2
		SP:Iteration 47Q (68393.840000 sec): 3 clusters
  Score: Raw -11418690.263281 + Penalty 13087.512421 = -11405602.750859
  nChanged 3
		SP:Iteration 48Q (68394.100000 sec): 3 clusters
  Score: Raw -11418691.588957 + Penalty 13087.512421 = -11405604.076535
  nChanged 4
		SP:Iteration 49Q (68394.370000 sec): 3 clusters
  Score: Raw -11418692.771729 + Penalty 13087.512421 = -11405605.259307
  nChanged 2
		SP:Iteration 50Q (68394.640000 sec): 3 clusters
  Score: Raw -11418693.332471 + Penalty 13087.512421 = -11405605.820050
  nChanged 0
		SP:Iteration 51F (68394.970000 sec): 3 clusters
  Score: Raw -11418693.332471 + Penalty 13087.512421 = -11405605.820050
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68395.000000 sec): 2 clusters
  Score: Raw -375622.106566 + Penalty 4478.121260 = -371143.985306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68395.020000 sec): 3 clusters
  Score: Raw -375534.039268 + Penalty 8956.242521 = -366577.796747
  nChanged 281
		SP:Iteration 1F (68395.030000 sec): 3 clusters
  Score: Raw -376002.440825 + Penalty 8956.242521 = -367046.198304
  nChanged 76
		SP:Iteration 2F (68395.040000 sec): 3 clusters
  Score: Raw -376164.953303 + Penalty 8956.242521 = -367208.710782
  nChanged 44
		SP:Iteration 3Q (68395.050000 sec): 3 clusters
  Score: Raw -376266.372415 + Penalty 8956.242521 = -367310.129894
  nChanged 31
		SP:Iteration 4Q (68395.060000 sec): 3 clusters
  Score: Raw -376338.155941 + Penalty 8956.242521 = -367381.913420
  nChanged 22
		SP:Iteration 5Q (68395.070000 sec): 3 clusters
  Score: Raw -376386.316302 + Penalty 8956.242521 = -367430.073781
  nChanged 17
		SP:Iteration 6Q (68395.080000 sec): 3 clusters
  Score: Raw -376418.817663 + Penalty 8956.242521 = -367462.575142
  nChanged 11
		SP:Iteration 7Q (68395.090000 sec): 3 clusters
  Score: Raw -376433.573645 + Penalty 8956.242521 = -367477.331124
  nChanged 4
		SP:Iteration 8Q (68395.100000 sec): 3 clusters
  Score: Raw -376438.075577 + Penalty 8956.242521 = -367481.833056
  nChanged 5
		SP:Iteration 9Q (68395.110000 sec): 3 clusters
  Score: Raw -376443.518144 + Penalty 8956.242521 = -367487.275623
  nChanged 4
		SP:Iteration 10Q (68395.120000 sec): 3 clusters
  Score: Raw -376447.373421 + Penalty 8956.242521 = -367491.130900
  nChanged 1
		SP:Iteration 11Q (68395.130000 sec): 3 clusters
  Score: Raw -376448.888149 + Penalty 8956.242521 = -367492.645628
  nChanged 1
		SP:Iteration 12Q (68395.140000 sec): 3 clusters
  Score: Raw -376450.395122 + Penalty 8956.242521 = -367494.152601
  nChanged 2
		SP:Iteration 13Q (68395.150000 sec): 3 clusters
  Score: Raw -376454.195986 + Penalty 8956.242521 = -367497.953465
  nChanged 2
		SP:Iteration 14Q (68395.160000 sec): 3 clusters
  Score: Raw -376455.610805 + Penalty 8956.242521 = -367499.368284
  nChanged 0
		SP:Iteration 15F (68395.170000 sec): 3 clusters
  Score: Raw -376455.610805 + Penalty 8956.242521 = -367499.368284
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (12896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68395.260000 sec): 2 clusters
  Score: Raw -3408818.307379 + Penalty 5797.111885 = -3403021.195494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68395.350000 sec): 3 clusters
  Score: Raw -3402625.864333 + Penalty 11594.223769 = -3391031.640564
  nChanged 4930
		SP:Iteration 1F (68395.450000 sec): 3 clusters
  Score: Raw -3405386.763976 + Penalty 11594.223769 = -3393792.540207
  nChanged 899
		SP:Iteration 2F (68395.540000 sec): 3 clusters
  Score: Raw -3405882.714852 + Penalty 11594.223769 = -3394288.491083
  nChanged 612
		SP:Iteration 3Q (68395.640000 sec): 3 clusters
  Score: Raw -3406189.879613 + Penalty 11594.223769 = -3394595.655844
  nChanged 434
		SP:Iteration 4Q (68395.740000 sec): 3 clusters
  Score: Raw -3406383.475686 + Penalty 11594.223769 = -3394789.251917
  nChanged 338
		SP:Iteration 5Q (68395.840000 sec): 3 clusters
  Score: Raw -3406516.332069 + Penalty 11594.223769 = -3394922.108299
  nChanged 265
		SP:Iteration 6Q (68395.940000 sec): 3 clusters
  Score: Raw -3406621.645477 + Penalty 11594.223769 = -3395027.421707
  nChanged 229
		SP:Iteration 7Q (68396.030000 sec): 3 clusters
  Score: Raw -3406703.850787 + Penalty 11594.223769 = -3395109.627018
  nChanged 184
		SP:Iteration 8Q (68396.130000 sec): 3 clusters
  Score: Raw -3406769.764065 + Penalty 11594.223769 = -3395175.540296
  nChanged 173
		SP:Iteration 9Q (68396.230000 sec): 3 clusters
  Score: Raw -3406831.741933 + Penalty 11594.223769 = -3395237.518164
  nChanged 155
		SP:Iteration 10Q (68396.320000 sec): 3 clusters
  Score: Raw -3406889.115315 + Penalty 11594.223769 = -3395294.891546
  nChanged 156
		SP:Iteration 11Q (68396.420000 sec): 3 clusters
  Score: Raw -3406940.970766 + Penalty 11594.223769 = -3395346.746996
  nChanged 132
		SP:Iteration 12Q (68396.520000 sec): 3 clusters
  Score: Raw -3406988.249706 + Penalty 11594.223769 = -3395394.025937
  nChanged 130
		SP:Iteration 13Q (68396.610000 sec): 3 clusters
  Score: Raw -3407030.811834 + Penalty 11594.223769 = -3395436.588065
  nChanged 115
		SP:Iteration 14Q (68396.700000 sec): 3 clusters
  Score: Raw -3407072.146945 + Penalty 11594.223769 = -3395477.923176
  nChanged 122
		SP:Iteration 15Q (68396.800000 sec): 3 clusters
  Score: Raw -3407119.863588 + Penalty 11594.223769 = -3395525.639819
  nChanged 134
		SP:Iteration 16Q (68396.890000 sec): 3 clusters
  Score: Raw -3407172.182003 + Penalty 11594.223769 = -3395577.958234
  nChanged 140
		SP:Iteration 17Q (68396.980000 sec): 3 clusters
  Score: Raw -3407225.374170 + Penalty 11594.223769 = -3395631.150401
  nChanged 155
		SP:Iteration 18Q (68397.080000 sec): 3 clusters
  Score: Raw -3407278.804615 + Penalty 11594.223769 = -3395684.580845
  nChanged 130
		SP:Iteration 19Q (68397.170000 sec): 3 clusters
  Score: Raw -3407327.606672 + Penalty 11594.223769 = -3395733.382903
  nChanged 150
		SP:Iteration 20F (68397.260000 sec): 3 clusters
  Score: Raw -3407385.325027 + Penalty 11594.223769 = -3395791.101258
  nChanged 154
		SP:Iteration 21Q (68397.360000 sec): 3 clusters
  Score: Raw -3407445.299556 + Penalty 11594.223769 = -3395851.075787
  nChanged 155
		SP:Iteration 22Q (68397.450000 sec): 3 clusters
  Score: Raw -3407516.565452 + Penalty 11594.223769 = -3395922.341683
  nChanged 187
		SP:Iteration 23Q (68397.540000 sec): 3 clusters
  Score: Raw -3407607.936619 + Penalty 11594.223769 = -3396013.712849
  nChanged 188
		SP:Iteration 24Q (68397.640000 sec): 3 clusters
  Score: Raw -3407698.604706 + Penalty 11594.223769 = -3396104.380937
  nChanged 180
		SP:Iteration 25Q (68397.730000 sec): 3 clusters
  Score: Raw -3407783.686416 + Penalty 11594.223769 = -3396189.462647
  nChanged 215
		SP:Iteration 26Q (68397.820000 sec): 3 clusters
  Score: Raw -3407894.333230 + Penalty 11594.223769 = -3396300.109461
  nChanged 212
		SP:Iteration 27Q (68397.920000 sec): 3 clusters
  Score: Raw -3408001.786224 + Penalty 11594.223769 = -3396407.562455
  nChanged 203
		SP:Iteration 28Q (68398.020000 sec): 3 clusters
  Score: Raw -3408115.882509 + Penalty 11594.223769 = -3396521.658740
  nChanged 233
		SP:Iteration 29Q (68398.110000 sec): 3 clusters
  Score: Raw -3408262.626818 + Penalty 11594.223769 = -3396668.403049
  nChanged 236
		SP:Iteration 30Q (68398.210000 sec): 3 clusters
  Score: Raw -3408416.815739 + Penalty 11594.223769 = -3396822.591969
  nChanged 239
		SP:Iteration 31Q (68398.300000 sec): 3 clusters
  Score: Raw -3408571.989873 + Penalty 11594.223769 = -3396977.766104
  nChanged 208
		SP:Iteration 32Q (68398.390000 sec): 3 clusters
  Score: Raw -3408725.129020 + Penalty 11594.223769 = -3397130.905251
  nChanged 201
		SP:Iteration 33Q (68398.480000 sec): 3 clusters
  Score: Raw -3408882.120274 + Penalty 11594.223769 = -3397287.896504
  nChanged 185
		SP:Iteration 34Q (68398.570000 sec): 3 clusters
  Score: Raw -3409022.641595 + Penalty 11594.223769 = -3397428.417826
  nChanged 153
		SP:Iteration 35Q (68398.660000 sec): 3 clusters
  Score: Raw -3409128.268308 + Penalty 11594.223769 = -3397534.044538
  nChanged 115
		SP:Iteration 36Q (68398.740000 sec): 3 clusters
  Score: Raw -3409213.972582 + Penalty 11594.223769 = -3397619.748813
  nChanged 110
		SP:Iteration 37Q (68398.830000 sec): 3 clusters
  Score: Raw -3409297.869881 + Penalty 11594.223769 = -3397703.646111
  nChanged 99
		SP:Iteration 38Q (68398.910000 sec): 3 clusters
  Score: Raw -3409375.340212 + Penalty 11594.223769 = -3397781.116443
  nChanged 96
		SP:Iteration 39Q (68399.000000 sec): 3 clusters
  Score: Raw -3409455.308430 + Penalty 11594.223769 = -3397861.084661
  nChanged 77
		SP:Iteration 40F (68399.090000 sec): 3 clusters
  Score: Raw -3409533.555920 + Penalty 11594.223769 = -3397939.332151
  nChanged 94
		SP:Iteration 41Q (68399.170000 sec): 3 clusters
  Score: Raw -3409626.043532 + Penalty 11594.223769 = -3398031.819763
  nChanged 90
		SP:Iteration 42Q (68399.250000 sec): 3 clusters
  Score: Raw -3409720.811410 + Penalty 11594.223769 = -3398126.587641
  nChanged 76
		SP:Iteration 43Q (68399.330000 sec): 3 clusters
  Score: Raw -3409807.570646 + Penalty 11594.223769 = -3398213.346876
  nChanged 69
		SP:Iteration 44Q (68399.410000 sec): 3 clusters
  Score: Raw -3409882.468468 + Penalty 11594.223769 = -3398288.244699
  nChanged 54
		SP:Iteration 45Q (68399.480000 sec): 3 clusters
  Score: Raw -3409947.193953 + Penalty 11594.223769 = -3398352.970183
  nChanged 57
		SP:Iteration 46Q (68399.560000 sec): 3 clusters
  Score: Raw -3410000.774719 + Penalty 11594.223769 = -3398406.550950
  nChanged 53
		SP:Iteration 47Q (68399.640000 sec): 3 clusters
  Score: Raw -3410043.603097 + Penalty 11594.223769 = -3398449.379328
  nChanged 34
		SP:Iteration 48Q (68399.710000 sec): 3 clusters
  Score: Raw -3410067.037348 + Penalty 11594.223769 = -3398472.813579
  nChanged 27
		SP:Iteration 49Q (68399.790000 sec): 3 clusters
  Score: Raw -3410088.631973 + Penalty 11594.223769 = -3398494.408204
  nChanged 30
		SP:Iteration 50Q (68399.860000 sec): 3 clusters
  Score: Raw -3410110.749665 + Penalty 11594.223769 = -3398516.525896
  nChanged 30
		SP:Iteration 51Q (68399.930000 sec): 3 clusters
  Score: Raw -3410134.764206 + Penalty 11594.223769 = -3398540.540437
  nChanged 33
		SP:Iteration 52Q (68400.010000 sec): 3 clusters
  Score: Raw -3410159.556196 + Penalty 11594.223769 = -3398565.332426
  nChanged 32
		SP:Iteration 53Q (68400.080000 sec): 3 clusters
  Score: Raw -3410182.130014 + Penalty 11594.223769 = -3398587.906245
  nChanged 29
		SP:Iteration 54Q (68400.160000 sec): 3 clusters
  Score: Raw -3410202.936308 + Penalty 11594.223769 = -3398608.712539
  nChanged 26
		SP:Iteration 55Q (68400.230000 sec): 3 clusters
  Score: Raw -3410221.749803 + Penalty 11594.223769 = -3398627.526034
  nChanged 18
		SP:Iteration 56Q (68400.310000 sec): 3 clusters
  Score: Raw -3410232.435676 + Penalty 11594.223769 = -3398638.211907
  nChanged 11
		SP:Iteration 57Q (68400.380000 sec): 3 clusters
  Score: Raw -3410240.623812 + Penalty 11594.223769 = -3398646.400043
  nChanged 14
		SP:Iteration 58Q (68400.450000 sec): 3 clusters
  Score: Raw -3410253.386157 + Penalty 11594.223769 = -3398659.162387
  nChanged 18
		SP:Iteration 59Q (68400.540000 sec): 3 clusters
  Score: Raw -3410267.150324 + Penalty 11594.223769 = -3398672.926555
  nChanged 19
		SP:Iteration 60F (68400.630000 sec): 3 clusters
  Score: Raw -3410279.971761 + Penalty 11594.223769 = -3398685.747992
  nChanged 18
		SP:Iteration 61Q (68400.700000 sec): 3 clusters
  Score: Raw -3410291.114237 + Penalty 11594.223769 = -3398696.890468
  nChanged 15
		SP:Iteration 62Q (68400.780000 sec): 3 clusters
  Score: Raw -3410300.491204 + Penalty 11594.223769 = -3398706.267434
  nChanged 13
		SP:Iteration 63Q (68400.860000 sec): 3 clusters
  Score: Raw -3410311.022838 + Penalty 11594.223769 = -3398716.799069
  nChanged 15
		SP:Iteration 64Q (68400.930000 sec): 3 clusters
  Score: Raw -3410321.774421 + Penalty 11594.223769 = -3398727.550652
  nChanged 19
		SP:Iteration 65Q (68401.000000 sec): 3 clusters
  Score: Raw -3410339.094109 + Penalty 11594.223769 = -3398744.870339
  nChanged 27
		SP:Iteration 66Q (68401.080000 sec): 3 clusters
  Score: Raw -3410356.646291 + Penalty 11594.223769 = -3398762.422521
  nChanged 13
		SP:Iteration 67Q (68401.150000 sec): 3 clusters
  Score: Raw -3410368.433997 + Penalty 11594.223769 = -3398774.210227
  nChanged 20
		SP:Iteration 68Q (68401.220000 sec): 3 clusters
  Score: Raw -3410382.778819 + Penalty 11594.223769 = -3398788.555049
  nChanged 23
		SP:Iteration 69Q (68401.300000 sec): 3 clusters
  Score: Raw -3410395.924227 + Penalty 11594.223769 = -3398801.700457
  nChanged 22
		SP:Iteration 70Q (68401.380000 sec): 3 clusters
  Score: Raw -3410411.307416 + Penalty 11594.223769 = -3398817.083646
  nChanged 30
		SP:Iteration 71Q (68401.450000 sec): 3 clusters
  Score: Raw -3410433.766456 + Penalty 11594.223769 = -3398839.542686
  nChanged 35
		SP:Iteration 72Q (68401.520000 sec): 3 clusters
  Score: Raw -3410455.019260 + Penalty 11594.223769 = -3398860.795491
  nChanged 34
		SP:Iteration 73Q (68401.600000 sec): 3 clusters
  Score: Raw -3410475.170554 + Penalty 11594.223769 = -3398880.946785
  nChanged 35
		SP:Iteration 74Q (68401.670000 sec): 3 clusters
  Score: Raw -3410492.755814 + Penalty 11594.223769 = -3398898.532044
  nChanged 30
		SP:Iteration 75Q (68401.750000 sec): 3 clusters
  Score: Raw -3410510.200789 + Penalty 11594.223769 = -3398915.977019
  nChanged 34
		SP:Iteration 76Q (68401.820000 sec): 3 clusters
  Score: Raw -3410532.590488 + Penalty 11594.223769 = -3398938.366718
  nChanged 41
		SP:Iteration 77Q (68401.890000 sec): 3 clusters
  Score: Raw -3410556.189189 + Penalty 11594.223769 = -3398961.965420
  nChanged 38
		SP:Iteration 78Q (68401.970000 sec): 3 clusters
  Score: Raw -3410579.735382 + Penalty 11594.223769 = -3398985.511613
  nChanged 43
		SP:Iteration 79Q (68402.050000 sec): 3 clusters
  Score: Raw -3410602.703244 + Penalty 11594.223769 = -3399008.479475
  nChanged 36
		SP:Iteration 80F (68402.140000 sec): 3 clusters
  Score: Raw -3410620.627632 + Penalty 11594.223769 = -3399026.403863
  nChanged 35
		SP:Iteration 81Q (68402.220000 sec): 3 clusters
  Score: Raw -3410638.457042 + Penalty 11594.223769 = -3399044.233273
  nChanged 40
		SP:Iteration 82Q (68402.290000 sec): 3 clusters
  Score: Raw -3410659.810000 + Penalty 11594.223769 = -3399065.586231
  nChanged 39
		SP:Iteration 83Q (68402.370000 sec): 3 clusters
  Score: Raw -3410681.804300 + Penalty 11594.223769 = -3399087.580530
  nChanged 45
		SP:Iteration 84Q (68402.450000 sec): 3 clusters
  Score: Raw -3410707.032667 + Penalty 11594.223769 = -3399112.808898
  nChanged 44
		SP:Iteration 85Q (68402.520000 sec): 3 clusters
  Score: Raw -3410735.216180 + Penalty 11594.223769 = -3399140.992410
  nChanged 42
		SP:Iteration 86Q (68402.600000 sec): 3 clusters
  Score: Raw -3410760.427331 + Penalty 11594.223769 = -3399166.203561
  nChanged 35
		SP:Iteration 87Q (68402.670000 sec): 3 clusters
  Score: Raw -3410781.572926 + Penalty 11594.223769 = -3399187.349157
  nChanged 37
		SP:Iteration 88Q (68402.740000 sec): 3 clusters
  Score: Raw -3410804.952418 + Penalty 11594.223769 = -3399210.728649
  nChanged 46
		SP:Iteration 89Q (68402.810000 sec): 3 clusters
  Score: Raw -3410836.309391 + Penalty 11594.223769 = -3399242.085622
  nChanged 58
		SP:Iteration 90Q (68402.890000 sec): 3 clusters
  Score: Raw -3410880.813127 + Penalty 11594.223769 = -3399286.589358
  nChanged 78
		SP:Iteration 91Q (68402.960000 sec): 3 clusters
  Score: Raw -3410931.443798 + Penalty 11594.223769 = -3399337.220028
  nChanged 68
		SP:Iteration 92Q (68403.030000 sec): 3 clusters
  Score: Raw -3410979.992257 + Penalty 11594.223769 = -3399385.768487
  nChanged 86
		SP:Iteration 93Q (68403.110000 sec): 3 clusters
  Score: Raw -3411037.510528 + Penalty 11594.223769 = -3399443.286759
  nChanged 75
		SP:Iteration 94Q (68403.190000 sec): 3 clusters
  Score: Raw -3411085.629762 + Penalty 11594.223769 = -3399491.405992
  nChanged 65
		SP:Iteration 95Q (68403.260000 sec): 3 clusters
  Score: Raw -3411127.032155 + Penalty 11594.223769 = -3399532.808386
  nChanged 69
		SP:Iteration 96Q (68403.330000 sec): 3 clusters
  Score: Raw -3411173.731236 + Penalty 11594.223769 = -3399579.507467
  nChanged 65
		SP:Iteration 97Q (68403.410000 sec): 3 clusters
  Score: Raw -3411222.819525 + Penalty 11594.223769 = -3399628.595756
  nChanged 82
		SP:Iteration 98Q (68403.490000 sec): 3 clusters
  Score: Raw -3411279.724376 + Penalty 11594.223769 = -3399685.500607
  nChanged 85
		SP:Iteration 99Q (68403.560000 sec): 3 clusters
  Score: Raw -3411339.255376 + Penalty 11594.223769 = -3399745.031606
  nChanged 79
		SP:Iteration 100F (68403.660000 sec): 3 clusters
  Score: Raw -3411390.214698 + Penalty 11594.223769 = -3399795.990929
  nChanged 72
		SP:Iteration 101Q (68403.730000 sec): 3 clusters
  Score: Raw -3411429.667358 + Penalty 11594.223769 = -3399835.443589
  nChanged 62
		SP:Iteration 102Q (68403.810000 sec): 3 clusters
  Score: Raw -3411463.439670 + Penalty 11594.223769 = -3399869.215901
  nChanged 66
		SP:Iteration 103Q (68403.890000 sec): 3 clusters
  Score: Raw -3411507.774700 + Penalty 11594.223769 = -3399913.550931
  nChanged 80
		SP:Iteration 104Q (68403.960000 sec): 3 clusters
  Score: Raw -3411559.462812 + Penalty 11594.223769 = -3399965.239043
  nChanged 82
		SP:Iteration 105Q (68404.030000 sec): 3 clusters
  Score: Raw -3411615.713839 + Penalty 11594.223769 = -3400021.490069
  nChanged 81
		SP:Iteration 106Q (68404.110000 sec): 3 clusters
  Score: Raw -3411665.652243 + Penalty 11594.223769 = -3400071.428474
  nChanged 64
		SP:Iteration 107Q (68404.190000 sec): 3 clusters
  Score: Raw -3411700.855116 + Penalty 11594.223769 = -3400106.631347
  nChanged 59
		SP:Iteration 108Q (68404.260000 sec): 3 clusters
  Score: Raw -3411734.366541 + Penalty 11594.223769 = -3400140.142771
  nChanged 41
		SP:Iteration 109Q (68404.330000 sec): 3 clusters
  Score: Raw -3411754.583309 + Penalty 11594.223769 = -3400160.359539
  nChanged 29
		SP:Iteration 110Q (68404.410000 sec): 3 clusters
  Score: Raw -3411772.719487 + Penalty 11594.223769 = -3400178.495718
  nChanged 32
		SP:Iteration 111Q (68404.480000 sec): 3 clusters
  Score: Raw -3411788.914358 + Penalty 11594.223769 = -3400194.690589
  nChanged 34
		SP:Iteration 112Q (68404.560000 sec): 3 clusters
  Score: Raw -3411803.707741 + Penalty 11594.223769 = -3400209.483972
  nChanged 29
		SP:Iteration 113Q (68404.630000 sec): 3 clusters
  Score: Raw -3411819.191128 + Penalty 11594.223769 = -3400224.967358
  nChanged 38
		SP:Iteration 114Q (68404.710000 sec): 3 clusters
  Score: Raw -3411841.915889 + Penalty 11594.223769 = -3400247.692120
  nChanged 33
		SP:Iteration 115Q (68404.780000 sec): 3 clusters
  Score: Raw -3411858.289503 + Penalty 11594.223769 = -3400264.065734
  nChanged 23
		SP:Iteration 116Q (68404.850000 sec): 3 clusters
  Score: Raw -3411869.315936 + Penalty 11594.223769 = -3400275.092166
  nChanged 22
		SP:Iteration 117Q (68404.930000 sec): 3 clusters
  Score: Raw -3411878.376145 + Penalty 11594.223769 = -3400284.152376
  nChanged 27
		SP:Iteration 118Q (68405.000000 sec): 3 clusters
  Score: Raw -3411889.518492 + Penalty 11594.223769 = -3400295.294723
  nChanged 19
		SP:Iteration 119Q (68405.070000 sec): 3 clusters
  Score: Raw -3411898.207461 + Penalty 11594.223769 = -3400303.983691
  nChanged 12
		SP:Iteration 120F (68405.170000 sec): 3 clusters
  Score: Raw -3411902.614316 + Penalty 11594.223769 = -3400308.390547
  nChanged 8
		SP:Iteration 121Q (68405.240000 sec): 3 clusters
  Score: Raw -3411905.445049 + Penalty 11594.223769 = -3400311.221280
  nChanged 8
		SP:Iteration 122Q (68405.320000 sec): 3 clusters
  Score: Raw -3411907.709069 + Penalty 11594.223769 = -3400313.485300
  nChanged 3
		SP:Iteration 123Q (68405.400000 sec): 3 clusters
  Score: Raw -3411908.339718 + Penalty 11594.223769 = -3400314.115948
  nChanged 2
		SP:Iteration 124Q (68405.470000 sec): 3 clusters
  Score: Raw -3411908.916083 + Penalty 11594.223769 = -3400314.692314
  nChanged 2
		SP:Iteration 125Q (68405.550000 sec): 3 clusters
  Score: Raw -3411909.485780 + Penalty 11594.223769 = -3400315.262011
  nChanged 4
		SP:Iteration 126Q (68405.620000 sec): 3 clusters
  Score: Raw -3411910.816760 + Penalty 11594.223769 = -3400316.592991
  nChanged 3
		SP:Iteration 127Q (68405.700000 sec): 3 clusters
  Score: Raw -3411911.451889 + Penalty 11594.223769 = -3400317.228120
  nChanged 1
		SP:Iteration 128Q (68405.770000 sec): 3 clusters
  Score: Raw -3411911.623746 + Penalty 11594.223769 = -3400317.399977
  nChanged 0
		SP:Iteration 129F (68405.870000 sec): 3 clusters
  Score: Raw -3411911.623746 + Penalty 11594.223769 = -3400317.399977
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (59381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68406.240000 sec): 2 clusters
  Score: Raw -16267425.679160 + Penalty 6732.434373 = -16260693.244787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68406.670000 sec): 3 clusters
  Score: Raw -16232563.641874 + Penalty 13464.868746 = -16219098.773127
  nChanged 26193
		SP:Iteration 1F (68407.100000 sec): 3 clusters
  Score: Raw -16246677.721419 + Penalty 13464.868746 = -16233212.852672
  nChanged 2793
		SP:Iteration 2Q (68407.540000 sec): 3 clusters
  Score: Raw -16247603.806281 + Penalty 13464.868746 = -16234138.937535
  nChanged 2456
		SP:Iteration 3Q (68407.970000 sec): 3 clusters
  Score: Raw -16248430.135112 + Penalty 13464.868746 = -16234965.266366
  nChanged 2232
		SP:Iteration 4Q (68408.410000 sec): 3 clusters
  Score: Raw -16249180.032652 + Penalty 13464.868746 = -16235715.163905
  nChanged 2078
		SP:Iteration 5Q (68408.850000 sec): 3 clusters
  Score: Raw -16249909.386675 + Penalty 13464.868746 = -16236444.517929
  nChanged 1980
		SP:Iteration 6Q (68409.290000 sec): 3 clusters
  Score: Raw -16250660.669855 + Penalty 13464.868746 = -16237195.801108
  nChanged 2034
		SP:Iteration 7Q (68409.730000 sec): 3 clusters
  Score: Raw -16251451.246275 + Penalty 13464.868746 = -16237986.377528
  nChanged 2154
		SP:Iteration 8Q (68410.170000 sec): 3 clusters
  Score: Raw -16252346.273320 + Penalty 13464.868746 = -16238881.404574
  nChanged 2224
		SP:Iteration 9Q (68410.600000 sec): 3 clusters
  Score: Raw -16253340.053289 + Penalty 13464.868746 = -16239875.184543
  nChanged 2406
		SP:Iteration 10Q (68411.030000 sec): 3 clusters
  Score: Raw -16254529.288046 + Penalty 13464.868746 = -16241064.419300
  nChanged 2524
		SP:Iteration 11Q (68411.470000 sec): 3 clusters
  Score: Raw -16255805.593786 + Penalty 13464.868746 = -16242340.725039
  nChanged 2673
		SP:Iteration 12Q (68411.900000 sec): 3 clusters
  Score: Raw -16257147.592028 + Penalty 13464.868746 = -16243682.723282
  nChanged 2667
		SP:Iteration 13Q (68412.330000 sec): 3 clusters
  Score: Raw -16258459.895542 + Penalty 13464.868746 = -16244995.026796
  nChanged 2568
		SP:Iteration 14Q (68412.760000 sec): 3 clusters
  Score: Raw -16259809.097427 + Penalty 13464.868746 = -16246344.228680
  nChanged 2439
		SP:Iteration 15Q (68413.190000 sec): 3 clusters
  Score: Raw -16261229.672806 + Penalty 13464.868746 = -16247764.804060
  nChanged 2283
		SP:Iteration 16Q (68413.610000 sec): 3 clusters
  Score: Raw -16262593.073549 + Penalty 13464.868746 = -16249128.204803
  nChanged 1962
		SP:Iteration 17Q (68414.030000 sec): 3 clusters
  Score: Raw -16263777.473587 + Penalty 13464.868746 = -16250312.604841
  nChanged 1737
		SP:Iteration 18Q (68414.440000 sec): 3 clusters
  Score: Raw -16264781.576718 + Penalty 13464.868746 = -16251316.707971
  nChanged 1516
		SP:Iteration 19Q (68414.850000 sec): 3 clusters
  Score: Raw -16265594.976311 + Penalty 13464.868746 = -16252130.107565
  nChanged 1286
		SP:Iteration 20F (68415.270000 sec): 3 clusters
  Score: Raw -16266278.339877 + Penalty 13464.868746 = -16252813.471130
  nChanged 1232
		SP:Iteration 21Q (68415.660000 sec): 3 clusters
  Score: Raw -16266978.991112 + Penalty 13464.868746 = -16253514.122366
  nChanged 1104
		SP:Iteration 22Q (68416.050000 sec): 3 clusters
  Score: Raw -16267586.443681 + Penalty 13464.868746 = -16254121.574935
  nChanged 1002
		SP:Iteration 23Q (68416.430000 sec): 3 clusters
  Score: Raw -16268145.606715 + Penalty 13464.868746 = -16254680.737969
  nChanged 872
		SP:Iteration 24Q (68416.810000 sec): 3 clusters
  Score: Raw -16268633.117692 + Penalty 13464.868746 = -16255168.248945
  nChanged 732
		SP:Iteration 25Q (68417.170000 sec): 3 clusters
  Score: Raw -16269056.695118 + Penalty 13464.868746 = -16255591.826372
  nChanged 633
		SP:Iteration 26Q (68417.530000 sec): 3 clusters
  Score: Raw -16269420.774280 + Penalty 13464.868746 = -16255955.905534
  nChanged 472
		SP:Iteration 27Q (68417.890000 sec): 3 clusters
  Score: Raw -16269725.353188 + Penalty 13464.868746 = -16256260.484442
  nChanged 426
		SP:Iteration 28Q (68418.250000 sec): 3 clusters
  Score: Raw -16270003.278916 + Penalty 13464.868746 = -16256538.410170
  nChanged 350
		SP:Iteration 29Q (68418.600000 sec): 3 clusters
  Score: Raw -16270229.290428 + Penalty 13464.868746 = -16256764.421682
  nChanged 303
		SP:Iteration 30Q (68418.940000 sec): 3 clusters
  Score: Raw -16270394.132736 + Penalty 13464.868746 = -16256929.263990
  nChanged 259
		SP:Iteration 31Q (68419.270000 sec): 3 clusters
  Score: Raw -16270500.419438 + Penalty 13464.868746 = -16257035.550692
  nChanged 185
		SP:Iteration 32Q (68419.610000 sec): 3 clusters
  Score: Raw -16270553.104913 + Penalty 13464.868746 = -16257088.236166
  nChanged 123
		SP:Iteration 33Q (68419.930000 sec): 3 clusters
  Score: Raw -16270584.100154 + Penalty 13464.868746 = -16257119.231407
  nChanged 101
		SP:Iteration 34Q (68420.250000 sec): 3 clusters
  Score: Raw -16270608.668229 + Penalty 13464.868746 = -16257143.799483
  nChanged 70
		SP:Iteration 35Q (68420.580000 sec): 3 clusters
  Score: Raw -16270622.257994 + Penalty 13464.868746 = -16257157.389247
  nChanged 56
		SP:Iteration 36Q (68420.900000 sec): 3 clusters
  Score: Raw -16270633.709391 + Penalty 13464.868746 = -16257168.840645
  nChanged 43
		SP:Iteration 37Q (68421.220000 sec): 3 clusters
  Score: Raw -16270640.812919 + Penalty 13464.868746 = -16257175.944173
  nChanged 29
		SP:Iteration 38Q (68421.540000 sec): 3 clusters
  Score: Raw -16270645.708357 + Penalty 13464.868746 = -16257180.839611
  nChanged 16
		SP:Iteration 39Q (68421.860000 sec): 3 clusters
  Score: Raw -16270648.364247 + Penalty 13464.868746 = -16257183.495501
  nChanged 13
		SP:Iteration 40F (68422.290000 sec): 3 clusters
  Score: Raw -16270650.884927 + Penalty 13464.868746 = -16257186.016181
  nChanged 8
		SP:Iteration 41Q (68422.610000 sec): 3 clusters
  Score: Raw -16270652.298913 + Penalty 13464.868746 = -16257187.430166
  nChanged 8
		SP:Iteration 42Q (68422.930000 sec): 3 clusters
  Score: Raw -16270653.577878 + Penalty 13464.868746 = -16257188.709132
  nChanged 10
		SP:Iteration 43Q (68423.260000 sec): 3 clusters
  Score: Raw -16270655.548740 + Penalty 13464.868746 = -16257190.679994
  nChanged 6
		SP:Iteration 44Q (68423.580000 sec): 3 clusters
  Score: Raw -16270656.288585 + Penalty 13464.868746 = -16257191.419839
  nChanged 7
		SP:Iteration 45Q (68423.900000 sec): 3 clusters
  Score: Raw -16270657.230799 + Penalty 13464.868746 = -16257192.362053
  nChanged 4
		SP:Iteration 46Q (68424.230000 sec): 3 clusters
  Score: Raw -16270657.835224 + Penalty 13464.868746 = -16257192.966478
  nChanged 3
		SP:Iteration 47Q (68424.550000 sec): 3 clusters
  Score: Raw -16270658.247453 + Penalty 13464.868746 = -16257193.378707
  nChanged 1
		SP:Iteration 48Q (68424.870000 sec): 3 clusters
  Score: Raw -16270658.317461 + Penalty 13464.868746 = -16257193.448715
  nChanged 0
		SP:Iteration 49F (68425.300000 sec): 3 clusters
  Score: Raw -16270658.317461 + Penalty 13464.868746 = -16257193.448715
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68425.470000 sec): 2 clusters
  Score: Raw -5920363.268543 + Penalty 6155.630638 = -5914207.637905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68425.630000 sec): 3 clusters
  Score: Raw -5907905.476030 + Penalty 12311.261276 = -5895594.214754
  nChanged 9614
		SP:Iteration 1F (68425.810000 sec): 3 clusters
  Score: Raw -5913810.863005 + Penalty 12311.261276 = -5901499.601729
  nChanged 2091
		SP:Iteration 2F (68425.970000 sec): 3 clusters
  Score: Raw -5915622.904379 + Penalty 12311.261276 = -5903311.643103
  nChanged 1863
		SP:Iteration 3F (68426.140000 sec): 3 clusters
  Score: Raw -5917205.743522 + Penalty 12311.261276 = -5904894.482245
  nChanged 1603
		SP:Iteration 4F (68426.310000 sec): 3 clusters
  Score: Raw -5918409.413622 + Penalty 12311.261276 = -5906098.152346
  nChanged 1314
		SP:Iteration 5F (68426.490000 sec): 3 clusters
  Score: Raw -5919283.622382 + Penalty 12311.261276 = -5906972.361106
  nChanged 1109
		SP:Iteration 6Q (68426.650000 sec): 3 clusters
  Score: Raw -5919982.294887 + Penalty 12311.261276 = -5907671.033611
  nChanged 892
		SP:Iteration 7Q (68426.820000 sec): 3 clusters
  Score: Raw -5920491.257235 + Penalty 12311.261276 = -5908179.995959
  nChanged 681
		SP:Iteration 8Q (68426.990000 sec): 3 clusters
  Score: Raw -5920867.206185 + Penalty 12311.261276 = -5908555.944909
  nChanged 582
		SP:Iteration 9Q (68427.150000 sec): 3 clusters
  Score: Raw -5921165.759548 + Penalty 12311.261276 = -5908854.498271
  nChanged 524
		SP:Iteration 10Q (68427.320000 sec): 3 clusters
  Score: Raw -5921413.704966 + Penalty 12311.261276 = -5909102.443689
  nChanged 428
		SP:Iteration 11Q (68427.490000 sec): 3 clusters
  Score: Raw -5921590.502391 + Penalty 12311.261276 = -5909279.241114
  nChanged 330
		SP:Iteration 12Q (68427.650000 sec): 3 clusters
  Score: Raw -5921720.707955 + Penalty 12311.261276 = -5909409.446679
  nChanged 305
		SP:Iteration 13Q (68427.810000 sec): 3 clusters
  Score: Raw -5921835.487382 + Penalty 12311.261276 = -5909524.226106
  nChanged 276
		SP:Iteration 14Q (68427.970000 sec): 3 clusters
  Score: Raw -5921934.095046 + Penalty 12311.261276 = -5909622.833769
  nChanged 221
		SP:Iteration 15Q (68428.130000 sec): 3 clusters
  Score: Raw -5922015.858436 + Penalty 12311.261276 = -5909704.597160
  nChanged 234
		SP:Iteration 16Q (68428.290000 sec): 3 clusters
  Score: Raw -5922110.355365 + Penalty 12311.261276 = -5909799.094089
  nChanged 241
		SP:Iteration 17Q (68428.460000 sec): 3 clusters
  Score: Raw -5922201.423036 + Penalty 12311.261276 = -5909890.161760
  nChanged 210
		SP:Iteration 18Q (68428.610000 sec): 3 clusters
  Score: Raw -5922275.900671 + Penalty 12311.261276 = -5909964.639394
  nChanged 192
		SP:Iteration 19Q (68428.770000 sec): 3 clusters
  Score: Raw -5922340.940991 + Penalty 12311.261276 = -5910029.679714
  nChanged 174
		SP:Iteration 20F (68428.940000 sec): 3 clusters
  Score: Raw -5922407.691465 + Penalty 12311.261276 = -5910096.430189
  nChanged 205
		SP:Iteration 21Q (68429.100000 sec): 3 clusters
  Score: Raw -5922490.436692 + Penalty 12311.261276 = -5910179.175416
  nChanged 175
		SP:Iteration 22Q (68429.250000 sec): 3 clusters
  Score: Raw -5922551.983578 + Penalty 12311.261276 = -5910240.722301
  nChanged 175
		SP:Iteration 23Q (68429.420000 sec): 3 clusters
  Score: Raw -5922613.073575 + Penalty 12311.261276 = -5910301.812299
  nChanged 158
		SP:Iteration 24Q (68429.570000 sec): 3 clusters
  Score: Raw -5922670.486695 + Penalty 12311.261276 = -5910359.225419
  nChanged 149
		SP:Iteration 25Q (68429.720000 sec): 3 clusters
  Score: Raw -5922720.870282 + Penalty 12311.261276 = -5910409.609006
  nChanged 131
		SP:Iteration 26Q (68429.880000 sec): 3 clusters
  Score: Raw -5922767.376199 + Penalty 12311.261276 = -5910456.114923
  nChanged 129
		SP:Iteration 27Q (68430.030000 sec): 3 clusters
  Score: Raw -5922812.041564 + Penalty 12311.261276 = -5910500.780287
  nChanged 124
		SP:Iteration 28Q (68430.180000 sec): 3 clusters
  Score: Raw -5922856.251423 + Penalty 12311.261276 = -5910544.990147
  nChanged 120
		SP:Iteration 29Q (68430.330000 sec): 3 clusters
  Score: Raw -5922894.152358 + Penalty 12311.261276 = -5910582.891081
  nChanged 103
		SP:Iteration 30Q (68430.480000 sec): 3 clusters
  Score: Raw -5922927.347700 + Penalty 12311.261276 = -5910616.086423
  nChanged 84
		SP:Iteration 31Q (68430.630000 sec): 3 clusters
  Score: Raw -5922953.979786 + Penalty 12311.261276 = -5910642.718510
  nChanged 75
		SP:Iteration 32Q (68430.780000 sec): 3 clusters
  Score: Raw -5922981.556699 + Penalty 12311.261276 = -5910670.295423
  nChanged 71
		SP:Iteration 33Q (68430.930000 sec): 3 clusters
  Score: Raw -5923003.194407 + Penalty 12311.261276 = -5910691.933130
  nChanged 66
		SP:Iteration 34Q (68431.070000 sec): 3 clusters
  Score: Raw -5923022.627751 + Penalty 12311.261276 = -5910711.366474
  nChanged 54
		SP:Iteration 35Q (68431.230000 sec): 3 clusters
  Score: Raw -5923040.409138 + Penalty 12311.261276 = -5910729.147861
  nChanged 51
		SP:Iteration 36Q (68431.370000 sec): 3 clusters
  Score: Raw -5923055.598640 + Penalty 12311.261276 = -5910744.337364
  nChanged 51
		SP:Iteration 37Q (68431.520000 sec): 3 clusters
  Score: Raw -5923071.434192 + Penalty 12311.261276 = -5910760.172915
  nChanged 55
		SP:Iteration 38Q (68431.670000 sec): 3 clusters
  Score: Raw -5923087.440248 + Penalty 12311.261276 = -5910776.178972
  nChanged 53
		SP:Iteration 39Q (68431.820000 sec): 3 clusters
  Score: Raw -5923103.121824 + Penalty 12311.261276 = -5910791.860547
  nChanged 39
		SP:Iteration 40F (68431.980000 sec): 3 clusters
  Score: Raw -5923114.411136 + Penalty 12311.261276 = -5910803.149860
  nChanged 48
		SP:Iteration 41Q (68432.130000 sec): 3 clusters
  Score: Raw -5923127.356781 + Penalty 12311.261276 = -5910816.095505
  nChanged 48
		SP:Iteration 42Q (68432.280000 sec): 3 clusters
  Score: Raw -5923141.682392 + Penalty 12311.261276 = -5910830.421115
  nChanged 41
		SP:Iteration 43Q (68432.430000 sec): 3 clusters
  Score: Raw -5923155.606745 + Penalty 12311.261276 = -5910844.345469
  nChanged 53
		SP:Iteration 44Q (68432.570000 sec): 3 clusters
  Score: Raw -5923174.198764 + Penalty 12311.261276 = -5910862.937488
  nChanged 51
		SP:Iteration 45Q (68432.720000 sec): 3 clusters
  Score: Raw -5923191.518095 + Penalty 12311.261276 = -5910880.256819
  nChanged 48
		SP:Iteration 46Q (68432.870000 sec): 3 clusters
  Score: Raw -5923207.658172 + Penalty 12311.261276 = -5910896.396896
  nChanged 48
		SP:Iteration 47Q (68433.020000 sec): 3 clusters
  Score: Raw -5923224.371460 + Penalty 12311.261276 = -5910913.110184
  nChanged 47
		SP:Iteration 48Q (68433.160000 sec): 3 clusters
  Score: Raw -5923241.515949 + Penalty 12311.261276 = -5910930.254672
  nChanged 44
		SP:Iteration 49Q (68433.320000 sec): 3 clusters
  Score: Raw -5923255.947894 + Penalty 12311.261276 = -5910944.686618
  nChanged 51
		SP:Iteration 50Q (68433.460000 sec): 3 clusters
  Score: Raw -5923271.313208 + Penalty 12311.261276 = -5910960.051932
  nChanged 38
		SP:Iteration 51Q (68433.610000 sec): 3 clusters
  Score: Raw -5923282.728013 + Penalty 12311.261276 = -5910971.466736
  nChanged 40
		SP:Iteration 52Q (68433.760000 sec): 3 clusters
  Score: Raw -5923295.303963 + Penalty 12311.261276 = -5910984.042687
  nChanged 40
		SP:Iteration 53Q (68433.900000 sec): 3 clusters
  Score: Raw -5923308.540674 + Penalty 12311.261276 = -5910997.279398
  nChanged 43
		SP:Iteration 54Q (68434.040000 sec): 3 clusters
  Score: Raw -5923323.401260 + Penalty 12311.261276 = -5911012.139984
  nChanged 44
		SP:Iteration 55Q (68434.180000 sec): 3 clusters
  Score: Raw -5923339.309093 + Penalty 12311.261276 = -5911028.047817
  nChanged 43
		SP:Iteration 56Q (68434.330000 sec): 3 clusters
  Score: Raw -5923355.197960 + Penalty 12311.261276 = -5911043.936684
  nChanged 45
		SP:Iteration 57Q (68434.470000 sec): 3 clusters
  Score: Raw -5923373.283890 + Penalty 12311.261276 = -5911062.022614
  nChanged 42
		SP:Iteration 58Q (68434.610000 sec): 3 clusters
  Score: Raw -5923388.846619 + Penalty 12311.261276 = -5911077.585343
  nChanged 42
		SP:Iteration 59Q (68434.750000 sec): 3 clusters
  Score: Raw -5923403.377133 + Penalty 12311.261276 = -5911092.115856
  nChanged 37
		SP:Iteration 60F (68434.920000 sec): 3 clusters
  Score: Raw -5923414.734405 + Penalty 12311.261276 = -5911103.473128
  nChanged 33
		SP:Iteration 61Q (68435.060000 sec): 3 clusters
  Score: Raw -5923424.229791 + Penalty 12311.261276 = -5911112.968515
  nChanged 37
		SP:Iteration 62Q (68435.200000 sec): 3 clusters
  Score: Raw -5923438.386161 + Penalty 12311.261276 = -5911127.124884
  nChanged 31
		SP:Iteration 63Q (68435.350000 sec): 3 clusters
  Score: Raw -5923449.879362 + Penalty 12311.261276 = -5911138.618086
  nChanged 29
		SP:Iteration 64Q (68435.480000 sec): 3 clusters
  Score: Raw -5923459.462472 + Penalty 12311.261276 = -5911148.201196
  nChanged 34
		SP:Iteration 65Q (68435.630000 sec): 3 clusters
  Score: Raw -5923471.399781 + Penalty 12311.261276 = -5911160.138505
  nChanged 35
		SP:Iteration 66Q (68435.760000 sec): 3 clusters
  Score: Raw -5923484.293761 + Penalty 12311.261276 = -5911173.032485
  nChanged 31
		SP:Iteration 67Q (68435.910000 sec): 3 clusters
  Score: Raw -5923496.530769 + Penalty 12311.261276 = -5911185.269493
  nChanged 39
		SP:Iteration 68Q (68436.050000 sec): 3 clusters
  Score: Raw -5923509.151912 + Penalty 12311.261276 = -5911197.890636
  nChanged 31
		SP:Iteration 69Q (68436.190000 sec): 3 clusters
  Score: Raw -5923522.509507 + Penalty 12311.261276 = -5911211.248231
  nChanged 36
		SP:Iteration 70Q (68436.320000 sec): 3 clusters
  Score: Raw -5923534.203192 + Penalty 12311.261276 = -5911222.941916
  nChanged 26
		SP:Iteration 71Q (68436.460000 sec): 3 clusters
  Score: Raw -5923543.992937 + Penalty 12311.261276 = -5911232.731660
  nChanged 27
		SP:Iteration 72Q (68436.600000 sec): 3 clusters
  Score: Raw -5923552.768778 + Penalty 12311.261276 = -5911241.507502
  nChanged 23
		SP:Iteration 73Q (68436.740000 sec): 3 clusters
  Score: Raw -5923561.843972 + Penalty 12311.261276 = -5911250.582696
  nChanged 22
		SP:Iteration 74Q (68436.880000 sec): 3 clusters
  Score: Raw -5923569.325032 + Penalty 12311.261276 = -5911258.063756
  nChanged 16
		SP:Iteration 75Q (68437.020000 sec): 3 clusters
  Score: Raw -5923574.472542 + Penalty 12311.261276 = -5911263.211265
  nChanged 17
		SP:Iteration 76Q (68437.150000 sec): 3 clusters
  Score: Raw -5923580.047943 + Penalty 12311.261276 = -5911268.786667
  nChanged 18
		SP:Iteration 77Q (68437.290000 sec): 3 clusters
  Score: Raw -5923586.636177 + Penalty 12311.261276 = -5911275.374901
  nChanged 22
		SP:Iteration 78Q (68437.430000 sec): 3 clusters
  Score: Raw -5923593.875451 + Penalty 12311.261276 = -5911282.614175
  nChanged 13
		SP:Iteration 79Q (68437.560000 sec): 3 clusters
  Score: Raw -5923598.163735 + Penalty 12311.261276 = -5911286.902458
  nChanged 15
		SP:Iteration 80F (68437.740000 sec): 3 clusters
  Score: Raw -5923604.071633 + Penalty 12311.261276 = -5911292.810357
  nChanged 22
		SP:Iteration 81Q (68437.880000 sec): 3 clusters
  Score: Raw -5923611.668055 + Penalty 12311.261276 = -5911300.406779
  nChanged 20
		SP:Iteration 82Q (68438.020000 sec): 3 clusters
  Score: Raw -5923618.747530 + Penalty 12311.261276 = -5911307.486253
  nChanged 22
		SP:Iteration 83Q (68438.160000 sec): 3 clusters
  Score: Raw -5923626.451430 + Penalty 12311.261276 = -5911315.190154
  nChanged 20
		SP:Iteration 84Q (68438.300000 sec): 3 clusters
  Score: Raw -5923633.854189 + Penalty 12311.261276 = -5911322.592913
  nChanged 13
		SP:Iteration 85Q (68438.440000 sec): 3 clusters
  Score: Raw -5923638.144288 + Penalty 12311.261276 = -5911326.883012
  nChanged 11
		SP:Iteration 86Q (68438.590000 sec): 3 clusters
  Score: Raw -5923641.950993 + Penalty 12311.261276 = -5911330.689716
  nChanged 18
		SP:Iteration 87Q (68438.720000 sec): 3 clusters
  Score: Raw -5923647.628587 + Penalty 12311.261276 = -5911336.367310
  nChanged 11
		SP:Iteration 88Q (68438.860000 sec): 3 clusters
  Score: Raw -5923651.674358 + Penalty 12311.261276 = -5911340.413081
  nChanged 16
		SP:Iteration 89Q (68439.000000 sec): 3 clusters
  Score: Raw -5923658.777152 + Penalty 12311.261276 = -5911347.515876
  nChanged 19
		SP:Iteration 90Q (68439.130000 sec): 3 clusters
  Score: Raw -5923665.408537 + Penalty 12311.261276 = -5911354.147260
  nChanged 16
		SP:Iteration 91Q (68439.270000 sec): 3 clusters
  Score: Raw -5923670.991858 + Penalty 12311.261276 = -5911359.730581
  nChanged 15
		SP:Iteration 92Q (68439.400000 sec): 3 clusters
  Score: Raw -5923677.070435 + Penalty 12311.261276 = -5911365.809159
  nChanged 18
		SP:Iteration 93Q (68439.540000 sec): 3 clusters
  Score: Raw -5923685.359895 + Penalty 12311.261276 = -5911374.098619
  nChanged 13
		SP:Iteration 94Q (68439.680000 sec): 3 clusters
  Score: Raw -5923691.304749 + Penalty 12311.261276 = -5911380.043472
  nChanged 9
		SP:Iteration 95Q (68439.830000 sec): 3 clusters
  Score: Raw -5923695.016897 + Penalty 12311.261276 = -5911383.755620
  nChanged 12
		SP:Iteration 96Q (68439.960000 sec): 3 clusters
  Score: Raw -5923699.151252 + Penalty 12311.261276 = -5911387.889976
  nChanged 13
		SP:Iteration 97Q (68440.100000 sec): 3 clusters
  Score: Raw -5923703.283791 + Penalty 12311.261276 = -5911392.022515
  nChanged 10
		SP:Iteration 98Q (68440.230000 sec): 3 clusters
  Score: Raw -5923706.482864 + Penalty 12311.261276 = -5911395.221587
  nChanged 4
		SP:Iteration 99Q (68440.360000 sec): 3 clusters
  Score: Raw -5923707.482166 + Penalty 12311.261276 = -5911396.220890
  nChanged 2
		SP:Iteration 100F (68440.540000 sec): 3 clusters
  Score: Raw -5923707.936042 + Penalty 12311.261276 = -5911396.674766
  nChanged 2
		SP:Iteration 101Q (68440.670000 sec): 3 clusters
  Score: Raw -5923708.385329 + Penalty 12311.261276 = -5911397.124052
  nChanged 3
		SP:Iteration 102Q (68440.810000 sec): 3 clusters
  Score: Raw -5923709.206790 + Penalty 12311.261276 = -5911397.945514
  nChanged 1
		SP:Iteration 103Q (68440.940000 sec): 3 clusters
  Score: Raw -5923709.423863 + Penalty 12311.261276 = -5911398.162587
  nChanged 1
		SP:Iteration 104Q (68441.080000 sec): 3 clusters
  Score: Raw -5923709.610972 + Penalty 12311.261276 = -5911398.349696
  nChanged 0
		SP:Iteration 105F (68441.250000 sec): 3 clusters
  Score: Raw -5923709.610972 + Penalty 12311.261276 = -5911398.349696
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (64374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68441.670000 sec): 2 clusters
  Score: Raw -17367265.260270 + Penalty 6781.884876 = -17360483.375394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68442.150000 sec): 3 clusters
  Score: Raw -17329174.696958 + Penalty 13563.769752 = -17315610.927206
  nChanged 28601
		SP:Iteration 1F (68442.630000 sec): 3 clusters
  Score: Raw -17344525.776744 + Penalty 13563.769752 = -17330962.006992
  nChanged 2868
		SP:Iteration 2Q (68443.100000 sec): 3 clusters
  Score: Raw -17345339.379072 + Penalty 13563.769752 = -17331775.609320
  nChanged 2397
		SP:Iteration 3Q (68443.580000 sec): 3 clusters
  Score: Raw -17345969.263146 + Penalty 13563.769752 = -17332405.493394
  nChanged 2092
		SP:Iteration 4Q (68444.060000 sec): 3 clusters
  Score: Raw -17346503.293123 + Penalty 13563.769752 = -17332939.523371
  nChanged 1877
		SP:Iteration 5Q (68444.530000 sec): 3 clusters
  Score: Raw -17346953.004634 + Penalty 13563.769752 = -17333389.234881
  nChanged 1692
		SP:Iteration 6Q (68445.010000 sec): 3 clusters
  Score: Raw -17347324.375296 + Penalty 13563.769752 = -17333760.605544
  nChanged 1536
		SP:Iteration 7Q (68445.480000 sec): 3 clusters
  Score: Raw -17347669.288198 + Penalty 13563.769752 = -17334105.518446
  nChanged 1449
		SP:Iteration 8Q (68445.960000 sec): 3 clusters
  Score: Raw -17348009.682657 + Penalty 13563.769752 = -17334445.912905
  nChanged 1425
		SP:Iteration 9Q (68446.430000 sec): 3 clusters
  Score: Raw -17348364.062967 + Penalty 13563.769752 = -17334800.293214
  nChanged 1508
		SP:Iteration 10Q (68446.910000 sec): 3 clusters
  Score: Raw -17348796.627442 + Penalty 13563.769752 = -17335232.857690
  nChanged 1644
		SP:Iteration 11Q (68447.380000 sec): 3 clusters
  Score: Raw -17349333.435713 + Penalty 13563.769752 = -17335769.665961
  nChanged 1847
		SP:Iteration 12Q (68447.870000 sec): 3 clusters
  Score: Raw -17350041.825860 + Penalty 13563.769752 = -17336478.056108
  nChanged 2257
		SP:Iteration 13Q (68448.360000 sec): 3 clusters
  Score: Raw -17351043.361094 + Penalty 13563.769752 = -17337479.591342
  nChanged 2708
		SP:Iteration 14Q (68448.840000 sec): 3 clusters
  Score: Raw -17352448.325517 + Penalty 13563.769752 = -17338884.555765
  nChanged 3154
		SP:Iteration 15Q (68449.320000 sec): 3 clusters
  Score: Raw -17354413.534170 + Penalty 13563.769752 = -17340849.764418
  nChanged 3618
		SP:Iteration 16F (68449.790000 sec): 3 clusters
  Score: Raw -17357069.649120 + Penalty 13563.769752 = -17343505.879368
  nChanged 3791
		SP:Iteration 17F (68450.260000 sec): 3 clusters
  Score: Raw -17360169.755615 + Penalty 13563.769752 = -17346605.985862
  nChanged 3298
		SP:Iteration 18F (68450.730000 sec): 3 clusters
  Score: Raw -17362992.730746 + Penalty 13563.769752 = -17349428.960994
  nChanged 2427
		SP:Iteration 19Q (68451.160000 sec): 3 clusters
  Score: Raw -17365134.567852 + Penalty 13563.769752 = -17351570.798099
  nChanged 1518
		SP:Iteration 20F (68451.630000 sec): 3 clusters
  Score: Raw -17366522.054370 + Penalty 13563.769752 = -17352958.284618
  nChanged 890
		SP:Iteration 21Q (68452.010000 sec): 3 clusters
  Score: Raw -17367336.580231 + Penalty 13563.769752 = -17353772.810479
  nChanged 548
		SP:Iteration 22Q (68452.380000 sec): 3 clusters
  Score: Raw -17367801.006926 + Penalty 13563.769752 = -17354237.237174
  nChanged 306
		SP:Iteration 23Q (68452.740000 sec): 3 clusters
  Score: Raw -17368040.663180 + Penalty 13563.769752 = -17354476.893428
  nChanged 201
		SP:Iteration 24Q (68453.090000 sec): 3 clusters
  Score: Raw -17368196.579604 + Penalty 13563.769752 = -17354632.809852
  nChanged 153
		SP:Iteration 25Q (68453.430000 sec): 3 clusters
  Score: Raw -17368307.783548 + Penalty 13563.769752 = -17354744.013796
  nChanged 113
		SP:Iteration 26Q (68453.770000 sec): 3 clusters
  Score: Raw -17368391.355755 + Penalty 13563.769752 = -17354827.586003
  nChanged 78
		SP:Iteration 27Q (68454.120000 sec): 3 clusters
  Score: Raw -17368442.572021 + Penalty 13563.769752 = -17354878.802269
  nChanged 55
		SP:Iteration 28Q (68454.460000 sec): 3 clusters
  Score: Raw -17368475.581403 + Penalty 13563.769752 = -17354911.811650
  nChanged 50
		SP:Iteration 29Q (68454.800000 sec): 3 clusters
  Score: Raw -17368512.599977 + Penalty 13563.769752 = -17354948.830225
  nChanged 59
		SP:Iteration 30Q (68455.140000 sec): 3 clusters
  Score: Raw -17368552.219058 + Penalty 13563.769752 = -17354988.449306
  nChanged 46
		SP:Iteration 31Q (68455.470000 sec): 3 clusters
  Score: Raw -17368580.391374 + Penalty 13563.769752 = -17355016.621622
  nChanged 32
		SP:Iteration 32Q (68455.810000 sec): 3 clusters
  Score: Raw -17368599.725924 + Penalty 13563.769752 = -17355035.956172
  nChanged 31
		SP:Iteration 33Q (68456.150000 sec): 3 clusters
  Score: Raw -17368618.870650 + Penalty 13563.769752 = -17355055.100898
  nChanged 27
		SP:Iteration 34Q (68456.480000 sec): 3 clusters
  Score: Raw -17368634.428891 + Penalty 13563.769752 = -17355070.659139
  nChanged 21
		SP:Iteration 35Q (68456.810000 sec): 3 clusters
  Score: Raw -17368650.481835 + Penalty 13563.769752 = -17355086.712083
  nChanged 23
		SP:Iteration 36Q (68457.150000 sec): 3 clusters
  Score: Raw -17368664.885714 + Penalty 13563.769752 = -17355101.115962
  nChanged 19
		SP:Iteration 37Q (68457.500000 sec): 3 clusters
  Score: Raw -17368676.123339 + Penalty 13563.769752 = -17355112.353587
  nChanged 9
		SP:Iteration 38Q (68457.840000 sec): 3 clusters
  Score: Raw -17368682.109964 + Penalty 13563.769752 = -17355118.340212
  nChanged 12
		SP:Iteration 39Q (68458.170000 sec): 3 clusters
  Score: Raw -17368690.209508 + Penalty 13563.769752 = -17355126.439755
  nChanged 11
		SP:Iteration 40F (68458.650000 sec): 3 clusters
  Score: Raw -17368697.277583 + Penalty 13563.769752 = -17355133.507831
  nChanged 10
		SP:Iteration 41Q (68458.980000 sec): 3 clusters
  Score: Raw -17368702.542277 + Penalty 13563.769752 = -17355138.772525
  nChanged 2
		SP:Iteration 42Q (68459.310000 sec): 3 clusters
  Score: Raw -17368703.657735 + Penalty 13563.769752 = -17355139.887983
  nChanged 2
		SP:Iteration 43Q (68459.650000 sec): 3 clusters
  Score: Raw -17368704.806208 + Penalty 13563.769752 = -17355141.036456
  nChanged 3
		SP:Iteration 44Q (68459.990000 sec): 3 clusters
  Score: Raw -17368706.928045 + Penalty 13563.769752 = -17355143.158292
  nChanged 2
		SP:Iteration 45Q (68460.330000 sec): 3 clusters
  Score: Raw -17368707.904217 + Penalty 13563.769752 = -17355144.134465
  nChanged 0
		SP:Iteration 46F (68460.790000 sec): 3 clusters
  Score: Raw -17368707.904217 + Penalty 13563.769752 = -17355144.134465
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (56898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68461.130000 sec): 2 clusters
  Score: Raw -15143794.153712 + Penalty 6706.271975 = -15137087.881737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68461.550000 sec): 3 clusters
  Score: Raw -15110406.736323 + Penalty 13412.543951 = -15096994.192372
  nChanged 25324
		SP:Iteration 1F (68461.960000 sec): 3 clusters
  Score: Raw -15123842.627414 + Penalty 13412.543951 = -15110430.083463
  nChanged 2806
		SP:Iteration 2Q (68462.380000 sec): 3 clusters
  Score: Raw -15124805.039091 + Penalty 13412.543951 = -15111392.495141
  nChanged 2446
		SP:Iteration 3Q (68462.800000 sec): 3 clusters
  Score: Raw -15125605.368264 + Penalty 13412.543951 = -15112192.824313
  nChanged 2237
		SP:Iteration 4Q (68463.220000 sec): 3 clusters
  Score: Raw -15126354.815319 + Penalty 13412.543951 = -15112942.271368
  nChanged 2202
		SP:Iteration 5Q (68463.650000 sec): 3 clusters
  Score: Raw -15127209.079663 + Penalty 13412.543951 = -15113796.535712
  nChanged 2421
		SP:Iteration 6Q (68464.070000 sec): 3 clusters
  Score: Raw -15128344.473483 + Penalty 13412.543951 = -15114931.929532
  nChanged 2897
		SP:Iteration 7F (68464.480000 sec): 3 clusters
  Score: Raw -15129928.055423 + Penalty 13412.543951 = -15116515.511472
  nChanged 3315
		SP:Iteration 8F (68464.890000 sec): 3 clusters
  Score: Raw -15132048.255806 + Penalty 13412.543951 = -15118635.711855
  nChanged 3653
		SP:Iteration 9F (68465.300000 sec): 3 clusters
  Score: Raw -15134748.009007 + Penalty 13412.543951 = -15121335.465056
  nChanged 3604
		SP:Iteration 10F (68465.720000 sec): 3 clusters
  Score: Raw -15137743.272509 + Penalty 13412.543951 = -15124330.728558
  nChanged 3076
		SP:Iteration 11F (68466.130000 sec): 3 clusters
  Score: Raw -15140453.616268 + Penalty 13412.543951 = -15127041.072317
  nChanged 2104
		SP:Iteration 12Q (68466.540000 sec): 3 clusters
  Score: Raw -15142413.551561 + Penalty 13412.543951 = -15129001.007610
  nChanged 1246
		SP:Iteration 13Q (68466.920000 sec): 3 clusters
  Score: Raw -15143569.247802 + Penalty 13412.543951 = -15130156.703851
  nChanged 689
		SP:Iteration 14Q (68467.290000 sec): 3 clusters
  Score: Raw -15144159.705656 + Penalty 13412.543951 = -15130747.161705
  nChanged 404
		SP:Iteration 15Q (68467.620000 sec): 3 clusters
  Score: Raw -15144494.054121 + Penalty 13412.543951 = -15131081.510170
  nChanged 262
		SP:Iteration 16Q (68467.950000 sec): 3 clusters
  Score: Raw -15144713.631524 + Penalty 13412.543951 = -15131301.087573
  nChanged 188
		SP:Iteration 17Q (68468.260000 sec): 3 clusters
  Score: Raw -15144873.851759 + Penalty 13412.543951 = -15131461.307808
  nChanged 134
		SP:Iteration 18Q (68468.570000 sec): 3 clusters
  Score: Raw -15144976.120079 + Penalty 13412.543951 = -15131563.576128
  nChanged 95
		SP:Iteration 19Q (68468.880000 sec): 3 clusters
  Score: Raw -15145044.143063 + Penalty 13412.543951 = -15131631.599112
  nChanged 79
		SP:Iteration 20F (68469.300000 sec): 3 clusters
  Score: Raw -15145098.939971 + Penalty 13412.543951 = -15131686.396020
  nChanged 52
		SP:Iteration 21Q (68469.610000 sec): 3 clusters
  Score: Raw -15145133.587512 + Penalty 13412.543951 = -15131721.043561
  nChanged 42
		SP:Iteration 22Q (68469.900000 sec): 3 clusters
  Score: Raw -15145159.116209 + Penalty 13412.543951 = -15131746.572258
  nChanged 32
		SP:Iteration 23Q (68470.200000 sec): 3 clusters
  Score: Raw -15145175.567109 + Penalty 13412.543951 = -15131763.023158
  nChanged 23
		SP:Iteration 24Q (68470.500000 sec): 3 clusters
  Score: Raw -15145188.665703 + Penalty 13412.543951 = -15131776.121752
  nChanged 23
		SP:Iteration 25Q (68470.790000 sec): 3 clusters
  Score: Raw -15145200.978931 + Penalty 13412.543951 = -15131788.434980
  nChanged 18
		SP:Iteration 26Q (68471.090000 sec): 3 clusters
  Score: Raw -15145209.162476 + Penalty 13412.543951 = -15131796.618525
  nChanged 9
		SP:Iteration 27Q (68471.380000 sec): 3 clusters
  Score: Raw -15145213.758592 + Penalty 13412.543951 = -15131801.214641
  nChanged 8
		SP:Iteration 28Q (68471.670000 sec): 3 clusters
  Score: Raw -15145217.312595 + Penalty 13412.543951 = -15131804.768644
  nChanged 8
		SP:Iteration 29Q (68471.970000 sec): 3 clusters
  Score: Raw -15145220.320802 + Penalty 13412.543951 = -15131807.776851
  nChanged 5
		SP:Iteration 30Q (68472.260000 sec): 3 clusters
  Score: Raw -15145222.406148 + Penalty 13412.543951 = -15131809.862197
  nChanged 1
		SP:Iteration 31Q (68472.560000 sec): 3 clusters
  Score: Raw -15145222.772429 + Penalty 13412.543951 = -15131810.228478
  nChanged 1
		SP:Iteration 32Q (68472.850000 sec): 3 clusters
  Score: Raw -15145223.311897 + Penalty 13412.543951 = -15131810.767946
  nChanged 2
		SP:Iteration 33Q (68473.150000 sec): 3 clusters
  Score: Raw -15145224.517051 + Penalty 13412.543951 = -15131811.973100
  nChanged 2
		SP:Iteration 34Q (68473.440000 sec): 3 clusters
  Score: Raw -15145225.147019 + Penalty 13412.543951 = -15131812.603068
  nChanged 1
		SP:Iteration 35Q (68473.740000 sec): 3 clusters
  Score: Raw -15145225.660789 + Penalty 13412.543951 = -15131813.116838
  nChanged 1
		SP:Iteration 36Q (68474.030000 sec): 3 clusters
  Score: Raw -15145226.115312 + Penalty 13412.543951 = -15131813.571361
  nChanged 1
		SP:Iteration 37Q (68474.320000 sec): 3 clusters
  Score: Raw -15145226.762286 + Penalty 13412.543951 = -15131814.218335
  nChanged 1
		SP:Iteration 38Q (68474.620000 sec): 3 clusters
  Score: Raw -15145227.213690 + Penalty 13412.543951 = -15131814.669739
  nChanged 2
		SP:Iteration 39Q (68474.920000 sec): 3 clusters
  Score: Raw -15145227.945104 + Penalty 13412.543951 = -15131815.401153
  nChanged 1
		SP:Iteration 40F (68475.340000 sec): 3 clusters
  Score: Raw -15145228.625801 + Penalty 13412.543951 = -15131816.081850
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68475.380000 sec): 2 clusters
  Score: Raw -201486.801863 + Penalty 4122.748587 = -197364.053277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68475.390000 sec): 3 clusters
  Score: Raw -201910.664807 + Penalty 8245.497173 = -193665.167633
  nChanged 161
		SP:Iteration 1F (68475.400000 sec): 3 clusters
  Score: Raw -202460.026569 + Penalty 8245.497173 = -194214.529396
  nChanged 50
		SP:Iteration 2F (68475.400000 sec): 3 clusters
  Score: Raw -202734.143718 + Penalty 8245.497173 = -194488.646545
  nChanged 40
		SP:Iteration 3Q (68475.410000 sec): 3 clusters
  Score: Raw -202973.459520 + Penalty 8245.497173 = -194727.962347
  nChanged 39
		SP:Iteration 4Q (68475.410000 sec): 3 clusters
  Score: Raw -203182.516414 + Penalty 8245.497173 = -194937.019241
  nChanged 28
		SP:Iteration 5Q (68475.420000 sec): 3 clusters
  Score: Raw -203383.194013 + Penalty 8245.497173 = -195137.696840
  nChanged 27
		SP:Iteration 6Q (68475.420000 sec): 3 clusters
  Score: Raw -203556.905481 + Penalty 8245.497173 = -195311.408308
  nChanged 18
		SP:Iteration 7Q (68475.430000 sec): 3 clusters
  Score: Raw -203627.861834 + Penalty 8245.497173 = -195382.364661
  nChanged 6
		SP:Iteration 8Q (68475.430000 sec): 3 clusters
  Score: Raw -203643.376599 + Penalty 8245.497173 = -195397.879426
  nChanged 6
		SP:Iteration 9Q (68475.440000 sec): 3 clusters
  Score: Raw -203667.234840 + Penalty 8245.497173 = -195421.737667
  nChanged 3
		SP:Iteration 10Q (68475.440000 sec): 3 clusters
  Score: Raw -203678.511259 + Penalty 8245.497173 = -195433.014086
  nChanged 2
		SP:Iteration 11Q (68475.440000 sec): 3 clusters
  Score: Raw -203691.083216 + Penalty 8245.497173 = -195445.586043
  nChanged 3
		SP:Iteration 12Q (68475.450000 sec): 3 clusters
  Score: Raw -203701.302820 + Penalty 8245.497173 = -195455.805647
  nChanged 3
		SP:Iteration 13Q (68475.460000 sec): 3 clusters
  Score: Raw -203718.866300 + Penalty 8245.497173 = -195473.369127
  nChanged 4
		SP:Iteration 14Q (68475.460000 sec): 3 clusters
  Score: Raw -203741.239134 + Penalty 8245.497173 = -195495.741961
  nChanged 2
		SP:Iteration 15Q (68475.460000 sec): 3 clusters
  Score: Raw -203749.276798 + Penalty 8245.497173 = -195503.779625
  nChanged 4
		SP:Iteration 16Q (68475.470000 sec): 3 clusters
  Score: Raw -203764.942810 + Penalty 8245.497173 = -195519.445637
  nChanged 6
		SP:Iteration 17Q (68475.480000 sec): 3 clusters
  Score: Raw -203788.770107 + Penalty 8245.497173 = -195543.272934
  nChanged 2
		SP:Iteration 18Q (68475.480000 sec): 3 clusters
  Score: Raw -203796.322593 + Penalty 8245.497173 = -195550.825420
  nChanged 3
		SP:Iteration 19Q (68475.480000 sec): 3 clusters
  Score: Raw -203803.597258 + Penalty 8245.497173 = -195558.100085
  nChanged 1
		SP:Iteration 20F (68475.490000 sec): 3 clusters
  Score: Raw -203813.276852 + Penalty 8245.497173 = -195567.779679
  nChanged 1
		SP:Iteration 21Q (68475.500000 sec): 3 clusters
  Score: Raw -203818.774468 + Penalty 8245.497173 = -195573.277295
  nChanged 2
		SP:Iteration 22Q (68475.500000 sec): 3 clusters
  Score: Raw -203824.788416 + Penalty 8245.497173 = -195579.291243
  nChanged 1
		SP:Iteration 23Q (68475.500000 sec): 3 clusters
  Score: Raw -203831.024387 + Penalty 8245.497173 = -195585.527213
  nChanged 1
		SP:Iteration 24Q (68475.510000 sec): 3 clusters
  Score: Raw -203834.339977 + Penalty 8245.497173 = -195588.842804
  nChanged 0
		SP:Iteration 25F (68475.520000 sec): 3 clusters
  Score: Raw -203834.339977 + Penalty 8245.497173 = -195588.842804
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68475.530000 sec): 2 clusters
  Score: Raw -449609.744359 + Penalty 4573.064378 = -445036.679981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68475.540000 sec): 3 clusters
  Score: Raw -449361.731800 + Penalty 9146.128756 = -440215.603044
  nChanged 373
		SP:Iteration 1F (68475.560000 sec): 3 clusters
  Score: Raw -449918.478243 + Penalty 9146.128756 = -440772.349486
  nChanged 108
		SP:Iteration 2F (68475.570000 sec): 3 clusters
  Score: Raw -450111.024498 + Penalty 9146.128756 = -440964.895742
  nChanged 52
		SP:Iteration 3Q (68475.580000 sec): 3 clusters
  Score: Raw -450206.416184 + Penalty 9146.128756 = -441060.287428
  nChanged 28
		SP:Iteration 4Q (68475.600000 sec): 3 clusters
  Score: Raw -450249.911027 + Penalty 9146.128756 = -441103.782271
  nChanged 14
		SP:Iteration 5Q (68475.610000 sec): 3 clusters
  Score: Raw -450277.173655 + Penalty 9146.128756 = -441131.044899
  nChanged 11
		SP:Iteration 6Q (68475.620000 sec): 3 clusters
  Score: Raw -450297.131140 + Penalty 9146.128756 = -441151.002384
  nChanged 6
		SP:Iteration 7Q (68475.630000 sec): 3 clusters
  Score: Raw -450305.002929 + Penalty 9146.128756 = -441158.874173
  nChanged 2
		SP:Iteration 8Q (68475.640000 sec): 3 clusters
  Score: Raw -450307.210877 + Penalty 9146.128756 = -441161.082120
  nChanged 0
		SP:Iteration 9F (68475.660000 sec): 3 clusters
  Score: Raw -450307.210877 + Penalty 9146.128756 = -441161.082120
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68475.670000 sec): 2 clusters
  Score: Raw -133967.604262 + Penalty 3838.660336 = -130128.943926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68475.670000 sec): 3 clusters
  Score: Raw -134411.227252 + Penalty 7677.320672 = -126733.906580
  nChanged 42
		SP:Iteration 1F (68475.680000 sec): 3 clusters
  Score: Raw -134612.590313 + Penalty 7677.320672 = -126935.269641
  nChanged 10
		SP:Iteration 2Q (68475.680000 sec): 3 clusters
  Score: Raw -134672.829199 + Penalty 7677.320672 = -126995.508527
  nChanged 8
		SP:Iteration 3Q (68475.680000 sec): 3 clusters
  Score: Raw -134764.796063 + Penalty 7677.320672 = -127087.475391
  nChanged 7
		SP:Iteration 4Q (68475.690000 sec): 3 clusters
  Score: Raw -134830.872673 + Penalty 7677.320672 = -127153.552002
  nChanged 7
		SP:Iteration 5Q (68475.690000 sec): 3 clusters
  Score: Raw -134870.399264 + Penalty 7677.320672 = -127193.078592
  nChanged 2
		SP:Iteration 6Q (68475.700000 sec): 3 clusters
  Score: Raw -134881.982036 + Penalty 7677.320672 = -127204.661364
  nChanged 1
		SP:Iteration 7Q (68475.700000 sec): 3 clusters
  Score: Raw -134889.093306 + Penalty 7677.320672 = -127211.772635
  nChanged 0
		SP:Iteration 8F (68475.700000 sec): 3 clusters
  Score: Raw -134889.093306 + Penalty 7677.320672 = -127211.772635
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68475.820000 sec): 2 clusters
  Score: Raw -4686707.116694 + Penalty 5994.818776 = -4680712.297918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68475.960000 sec): 3 clusters
  Score: Raw -4677588.453122 + Penalty 11989.637552 = -4665598.815570
  nChanged 6978
		SP:Iteration 1F (68476.080000 sec): 3 clusters
  Score: Raw -4681275.810017 + Penalty 11989.637552 = -4669286.172465
  nChanged 1250
		SP:Iteration 2F (68476.220000 sec): 3 clusters
  Score: Raw -4681940.678119 + Penalty 11989.637552 = -4669951.040567
  nChanged 912
		SP:Iteration 3F (68476.340000 sec): 3 clusters
  Score: Raw -4682399.868355 + Penalty 11989.637552 = -4670410.230802
  nChanged 743
		SP:Iteration 4Q (68476.480000 sec): 3 clusters
  Score: Raw -4682758.858370 + Penalty 11989.637552 = -4670769.220818
  nChanged 679
		SP:Iteration 5Q (68476.610000 sec): 3 clusters
  Score: Raw -4683070.232283 + Penalty 11989.637552 = -4671080.594731
  nChanged 539
		SP:Iteration 6Q (68476.740000 sec): 3 clusters
  Score: Raw -4683313.008442 + Penalty 11989.637552 = -4671323.370890
  nChanged 498
		SP:Iteration 7Q (68476.870000 sec): 3 clusters
  Score: Raw -4683536.879808 + Penalty 11989.637552 = -4671547.242256
  nChanged 462
		SP:Iteration 8Q (68477.000000 sec): 3 clusters
  Score: Raw -4683759.406620 + Penalty 11989.637552 = -4671769.769067
  nChanged 472
		SP:Iteration 9Q (68477.130000 sec): 3 clusters
  Score: Raw -4684005.804589 + Penalty 11989.637552 = -4672016.167037
  nChanged 507
		SP:Iteration 10Q (68477.260000 sec): 3 clusters
  Score: Raw -4684284.972521 + Penalty 11989.637552 = -4672295.334969
  nChanged 499
		SP:Iteration 11Q (68477.390000 sec): 3 clusters
  Score: Raw -4684537.741757 + Penalty 11989.637552 = -4672548.104205
  nChanged 533
		SP:Iteration 12Q (68477.520000 sec): 3 clusters
  Score: Raw -4684847.291841 + Penalty 11989.637552 = -4672857.654289
  nChanged 565
		SP:Iteration 13Q (68477.660000 sec): 3 clusters
  Score: Raw -4685150.414189 + Penalty 11989.637552 = -4673160.776636
  nChanged 530
		SP:Iteration 14Q (68477.790000 sec): 3 clusters
  Score: Raw -4685419.371845 + Penalty 11989.637552 = -4673429.734292
  nChanged 476
		SP:Iteration 15Q (68477.930000 sec): 3 clusters
  Score: Raw -4685674.441240 + Penalty 11989.637552 = -4673684.803688
  nChanged 448
		SP:Iteration 16Q (68478.060000 sec): 3 clusters
  Score: Raw -4685889.888012 + Penalty 11989.637552 = -4673900.250460
  nChanged 411
		SP:Iteration 17Q (68478.190000 sec): 3 clusters
  Score: Raw -4686078.336986 + Penalty 11989.637552 = -4674088.699433
  nChanged 386
		SP:Iteration 18Q (68478.320000 sec): 3 clusters
  Score: Raw -4686247.785187 + Penalty 11989.637552 = -4674258.147634
  nChanged 305
		SP:Iteration 19Q (68478.450000 sec): 3 clusters
  Score: Raw -4686382.937330 + Penalty 11989.637552 = -4674393.299777
  nChanged 288
		SP:Iteration 20F (68478.580000 sec): 3 clusters
  Score: Raw -4686502.647120 + Penalty 11989.637552 = -4674513.009568
  nChanged 266
		SP:Iteration 21Q (68478.710000 sec): 3 clusters
  Score: Raw -4686608.785438 + Penalty 11989.637552 = -4674619.147886
  nChanged 236
		SP:Iteration 22Q (68478.830000 sec): 3 clusters
  Score: Raw -4686694.145806 + Penalty 11989.637552 = -4674704.508254
  nChanged 191
		SP:Iteration 23Q (68478.960000 sec): 3 clusters
  Score: Raw -4686764.511584 + Penalty 11989.637552 = -4674774.874031
  nChanged 200
		SP:Iteration 24Q (68479.080000 sec): 3 clusters
  Score: Raw -4686842.736843 + Penalty 11989.637552 = -4674853.099290
  nChanged 206
		SP:Iteration 25Q (68479.210000 sec): 3 clusters
  Score: Raw -4686919.498076 + Penalty 11989.637552 = -4674929.860524
  nChanged 192
		SP:Iteration 26Q (68479.340000 sec): 3 clusters
  Score: Raw -4686985.125642 + Penalty 11989.637552 = -4674995.488090
  nChanged 176
		SP:Iteration 27Q (68479.460000 sec): 3 clusters
  Score: Raw -4687046.796304 + Penalty 11989.637552 = -4675057.158751
  nChanged 160
		SP:Iteration 28Q (68479.590000 sec): 3 clusters
  Score: Raw -4687097.480025 + Penalty 11989.637552 = -4675107.842472
  nChanged 140
		SP:Iteration 29Q (68479.710000 sec): 3 clusters
  Score: Raw -4687143.717982 + Penalty 11989.637552 = -4675154.080430
  nChanged 128
		SP:Iteration 30Q (68479.840000 sec): 3 clusters
  Score: Raw -4687184.544305 + Penalty 11989.637552 = -4675194.906753
  nChanged 133
		SP:Iteration 31Q (68479.960000 sec): 3 clusters
  Score: Raw -4687222.379633 + Penalty 11989.637552 = -4675232.742081
  nChanged 99
		SP:Iteration 32Q (68480.090000 sec): 3 clusters
  Score: Raw -4687249.348832 + Penalty 11989.637552 = -4675259.711279
  nChanged 99
		SP:Iteration 33Q (68480.220000 sec): 3 clusters
  Score: Raw -4687275.165899 + Penalty 11989.637552 = -4675285.528346
  nChanged 87
		SP:Iteration 34Q (68480.340000 sec): 3 clusters
  Score: Raw -4687298.581461 + Penalty 11989.637552 = -4675308.943908
  nChanged 74
		SP:Iteration 35Q (68480.470000 sec): 3 clusters
  Score: Raw -4687317.355938 + Penalty 11989.637552 = -4675327.718385
  nChanged 64
		SP:Iteration 36Q (68480.590000 sec): 3 clusters
  Score: Raw -4687334.261834 + Penalty 11989.637552 = -4675344.624282
  nChanged 66
		SP:Iteration 37Q (68480.720000 sec): 3 clusters
  Score: Raw -4687351.194560 + Penalty 11989.637552 = -4675361.557008
  nChanged 67
		SP:Iteration 38Q (68480.840000 sec): 3 clusters
  Score: Raw -4687365.804442 + Penalty 11989.637552 = -4675376.166889
  nChanged 62
		SP:Iteration 39Q (68480.960000 sec): 3 clusters
  Score: Raw -4687379.210940 + Penalty 11989.637552 = -4675389.573387
  nChanged 50
		SP:Iteration 40F (68481.090000 sec): 3 clusters
  Score: Raw -4687389.739882 + Penalty 11989.637552 = -4675400.102329
  nChanged 55
		SP:Iteration 41Q (68481.220000 sec): 3 clusters
  Score: Raw -4687403.083100 + Penalty 11989.637552 = -4675413.445547
  nChanged 52
		SP:Iteration 42Q (68481.340000 sec): 3 clusters
  Score: Raw -4687413.988483 + Penalty 11989.637552 = -4675424.350930
  nChanged 51
		SP:Iteration 43Q (68481.470000 sec): 3 clusters
  Score: Raw -4687427.027476 + Penalty 11989.637552 = -4675437.389924
  nChanged 60
		SP:Iteration 44Q (68481.600000 sec): 3 clusters
  Score: Raw -4687442.677555 + Penalty 11989.637552 = -4675453.040003
  nChanged 58
		SP:Iteration 45Q (68481.720000 sec): 3 clusters
  Score: Raw -4687456.675979 + Penalty 11989.637552 = -4675467.038426
  nChanged 52
		SP:Iteration 46Q (68481.850000 sec): 3 clusters
  Score: Raw -4687468.951121 + Penalty 11989.637552 = -4675479.313568
  nChanged 43
		SP:Iteration 47Q (68481.980000 sec): 3 clusters
  Score: Raw -4687478.443389 + Penalty 11989.637552 = -4675488.805836
  nChanged 33
		SP:Iteration 48Q (68482.100000 sec): 3 clusters
  Score: Raw -4687485.972774 + Penalty 11989.637552 = -4675496.335222
  nChanged 35
		SP:Iteration 49Q (68482.220000 sec): 3 clusters
  Score: Raw -4687493.020848 + Penalty 11989.637552 = -4675503.383295
  nChanged 34
		SP:Iteration 50Q (68482.350000 sec): 3 clusters
  Score: Raw -4687500.595798 + Penalty 11989.637552 = -4675510.958245
  nChanged 34
		SP:Iteration 51Q (68482.470000 sec): 3 clusters
  Score: Raw -4687508.169231 + Penalty 11989.637552 = -4675518.531679
  nChanged 37
		SP:Iteration 52Q (68482.600000 sec): 3 clusters
  Score: Raw -4687516.623705 + Penalty 11989.637552 = -4675526.986153
  nChanged 37
		SP:Iteration 53Q (68482.720000 sec): 3 clusters
  Score: Raw -4687525.468223 + Penalty 11989.637552 = -4675535.830671
  nChanged 34
		SP:Iteration 54Q (68482.840000 sec): 3 clusters
  Score: Raw -4687533.799056 + Penalty 11989.637552 = -4675544.161504
  nChanged 46
		SP:Iteration 55Q (68482.970000 sec): 3 clusters
  Score: Raw -4687543.618113 + Penalty 11989.637552 = -4675553.980561
  nChanged 45
		SP:Iteration 56Q (68483.100000 sec): 3 clusters
  Score: Raw -4687552.559008 + Penalty 11989.637552 = -4675562.921456
  nChanged 38
		SP:Iteration 57Q (68483.220000 sec): 3 clusters
  Score: Raw -4687561.777607 + Penalty 11989.637552 = -4675572.140055
  nChanged 45
		SP:Iteration 58Q (68483.340000 sec): 3 clusters
  Score: Raw -4687572.601502 + Penalty 11989.637552 = -4675582.963950
  nChanged 52
		SP:Iteration 59Q (68483.470000 sec): 3 clusters
  Score: Raw -4687583.774878 + Penalty 11989.637552 = -4675594.137325
  nChanged 45
		SP:Iteration 60F (68483.600000 sec): 3 clusters
  Score: Raw -4687594.726073 + Penalty 11989.637552 = -4675605.088520
  nChanged 46
		SP:Iteration 61Q (68483.720000 sec): 3 clusters
  Score: Raw -4687604.842782 + Penalty 11989.637552 = -4675615.205230
  nChanged 44
		SP:Iteration 62Q (68483.840000 sec): 3 clusters
  Score: Raw -4687614.667106 + Penalty 11989.637552 = -4675625.029554
  nChanged 47
		SP:Iteration 63Q (68483.970000 sec): 3 clusters
  Score: Raw -4687626.584376 + Penalty 11989.637552 = -4675636.946823
  nChanged 44
		SP:Iteration 64Q (68484.100000 sec): 3 clusters
  Score: Raw -4687636.244491 + Penalty 11989.637552 = -4675646.606939
  nChanged 38
		SP:Iteration 65Q (68484.220000 sec): 3 clusters
  Score: Raw -4687646.082371 + Penalty 11989.637552 = -4675656.444819
  nChanged 35
		SP:Iteration 66Q (68484.340000 sec): 3 clusters
  Score: Raw -4687653.123502 + Penalty 11989.637552 = -4675663.485949
  nChanged 40
		SP:Iteration 67Q (68484.470000 sec): 3 clusters
  Score: Raw -4687662.722340 + Penalty 11989.637552 = -4675673.084788
  nChanged 37
		SP:Iteration 68Q (68484.590000 sec): 3 clusters
  Score: Raw -4687669.902708 + Penalty 11989.637552 = -4675680.265156
  nChanged 37
		SP:Iteration 69Q (68484.710000 sec): 3 clusters
  Score: Raw -4687678.839563 + Penalty 11989.637552 = -4675689.202011
  nChanged 37
		SP:Iteration 70Q (68484.840000 sec): 3 clusters
  Score: Raw -4687685.924198 + Penalty 11989.637552 = -4675696.286645
  nChanged 29
		SP:Iteration 71Q (68484.960000 sec): 3 clusters
  Score: Raw -4687692.892292 + Penalty 11989.637552 = -4675703.254740
  nChanged 29
		SP:Iteration 72Q (68485.080000 sec): 3 clusters
  Score: Raw -4687700.343522 + Penalty 11989.637552 = -4675710.705970
  nChanged 27
		SP:Iteration 73Q (68485.200000 sec): 3 clusters
  Score: Raw -4687706.368848 + Penalty 11989.637552 = -4675716.731296
  nChanged 26
		SP:Iteration 74Q (68485.330000 sec): 3 clusters
  Score: Raw -4687712.473829 + Penalty 11989.637552 = -4675722.836277
  nChanged 22
		SP:Iteration 75Q (68485.450000 sec): 3 clusters
  Score: Raw -4687716.015618 + Penalty 11989.637552 = -4675726.378066
  nChanged 14
		SP:Iteration 76Q (68485.570000 sec): 3 clusters
  Score: Raw -4687718.623115 + Penalty 11989.637552 = -4675728.985563
  nChanged 19
		SP:Iteration 77Q (68485.700000 sec): 3 clusters
  Score: Raw -4687722.207228 + Penalty 11989.637552 = -4675732.569676
  nChanged 23
		SP:Iteration 78Q (68485.820000 sec): 3 clusters
  Score: Raw -4687727.922037 + Penalty 11989.637552 = -4675738.284484
  nChanged 29
		SP:Iteration 79Q (68485.940000 sec): 3 clusters
  Score: Raw -4687734.710351 + Penalty 11989.637552 = -4675745.072798
  nChanged 37
		SP:Iteration 80F (68486.070000 sec): 3 clusters
  Score: Raw -4687741.817307 + Penalty 11989.637552 = -4675752.179754
  nChanged 29
		SP:Iteration 81Q (68486.190000 sec): 3 clusters
  Score: Raw -4687748.128546 + Penalty 11989.637552 = -4675758.490993
  nChanged 37
		SP:Iteration 82Q (68486.320000 sec): 3 clusters
  Score: Raw -4687756.219972 + Penalty 11989.637552 = -4675766.582419
  nChanged 33
		SP:Iteration 83Q (68486.440000 sec): 3 clusters
  Score: Raw -4687762.611866 + Penalty 11989.637552 = -4675772.974313
  nChanged 23
		SP:Iteration 84Q (68486.560000 sec): 3 clusters
  Score: Raw -4687766.801384 + Penalty 11989.637552 = -4675777.163831
  nChanged 22
		SP:Iteration 85Q (68486.680000 sec): 3 clusters
  Score: Raw -4687772.347275 + Penalty 11989.637552 = -4675782.709723
  nChanged 28
		SP:Iteration 86Q (68486.800000 sec): 3 clusters
  Score: Raw -4687778.841376 + Penalty 11989.637552 = -4675789.203824
  nChanged 33
		SP:Iteration 87Q (68486.930000 sec): 3 clusters
  Score: Raw -4687786.610028 + Penalty 11989.637552 = -4675796.972475
  nChanged 36
		SP:Iteration 88Q (68487.050000 sec): 3 clusters
  Score: Raw -4687794.909836 + Penalty 11989.637552 = -4675805.272283
  nChanged 34
		SP:Iteration 89Q (68487.170000 sec): 3 clusters
  Score: Raw -4687803.695572 + Penalty 11989.637552 = -4675814.058019
  nChanged 39
		SP:Iteration 90Q (68487.300000 sec): 3 clusters
  Score: Raw -4687814.452485 + Penalty 11989.637552 = -4675824.814933
  nChanged 45
		SP:Iteration 91Q (68487.420000 sec): 3 clusters
  Score: Raw -4687828.428541 + Penalty 11989.637552 = -4675838.790988
  nChanged 50
		SP:Iteration 92Q (68487.540000 sec): 3 clusters
  Score: Raw -4687843.177808 + Penalty 11989.637552 = -4675853.540255
  nChanged 59
		SP:Iteration 93Q (68487.660000 sec): 3 clusters
  Score: Raw -4687858.226839 + Penalty 11989.637552 = -4675868.589287
  nChanged 51
		SP:Iteration 94Q (68487.790000 sec): 3 clusters
  Score: Raw -4687869.931259 + Penalty 11989.637552 = -4675880.293707
  nChanged 48
		SP:Iteration 95Q (68487.910000 sec): 3 clusters
  Score: Raw -4687882.186928 + Penalty 11989.637552 = -4675892.549375
  nChanged 53
		SP:Iteration 96Q (68488.030000 sec): 3 clusters
  Score: Raw -4687894.627635 + Penalty 11989.637552 = -4675904.990083
  nChanged 37
		SP:Iteration 97Q (68488.150000 sec): 3 clusters
  Score: Raw -4687904.988585 + Penalty 11989.637552 = -4675915.351033
  nChanged 41
		SP:Iteration 98Q (68488.280000 sec): 3 clusters
  Score: Raw -4687915.973930 + Penalty 11989.637552 = -4675926.336378
  nChanged 45
		SP:Iteration 99Q (68488.400000 sec): 3 clusters
  Score: Raw -4687926.957226 + Penalty 11989.637552 = -4675937.319674
  nChanged 41
		SP:Iteration 100F (68488.530000 sec): 3 clusters
  Score: Raw -4687938.706396 + Penalty 11989.637552 = -4675949.068844
  nChanged 41
		SP:Iteration 101Q (68488.650000 sec): 3 clusters
  Score: Raw -4687950.450134 + Penalty 11989.637552 = -4675960.812581
  nChanged 40
		SP:Iteration 102Q (68488.770000 sec): 3 clusters
  Score: Raw -4687961.230242 + Penalty 11989.637552 = -4675971.592690
  nChanged 35
		SP:Iteration 103Q (68488.890000 sec): 3 clusters
  Score: Raw -4687969.198172 + Penalty 11989.637552 = -4675979.560619
  nChanged 32
		SP:Iteration 104Q (68489.020000 sec): 3 clusters
  Score: Raw -4687976.582411 + Penalty 11989.637552 = -4675986.944859
  nChanged 27
		SP:Iteration 105Q (68489.140000 sec): 3 clusters
  Score: Raw -4687982.706474 + Penalty 11989.637552 = -4675993.068922
  nChanged 20
		SP:Iteration 106Q (68489.260000 sec): 3 clusters
  Score: Raw -4687987.789699 + Penalty 11989.637552 = -4675998.152147
  nChanged 21
		SP:Iteration 107Q (68489.380000 sec): 3 clusters
  Score: Raw -4687991.925294 + Penalty 11989.637552 = -4676002.287741
  nChanged 21
		SP:Iteration 108Q (68489.500000 sec): 3 clusters
  Score: Raw -4687996.614262 + Penalty 11989.637552 = -4676006.976710
  nChanged 17
		SP:Iteration 109Q (68489.620000 sec): 3 clusters
  Score: Raw -4687999.757561 + Penalty 11989.637552 = -4676010.120008
  nChanged 11
		SP:Iteration 110Q (68489.740000 sec): 3 clusters
  Score: Raw -4688001.970010 + Penalty 11989.637552 = -4676012.332458
  nChanged 11
		SP:Iteration 111Q (68489.860000 sec): 3 clusters
  Score: Raw -4688003.964829 + Penalty 11989.637552 = -4676014.327276
  nChanged 5
		SP:Iteration 112Q (68489.980000 sec): 3 clusters
  Score: Raw -4688005.187572 + Penalty 11989.637552 = -4676015.550020
  nChanged 10
		SP:Iteration 113Q (68490.100000 sec): 3 clusters
  Score: Raw -4688007.101598 + Penalty 11989.637552 = -4676017.464046
  nChanged 6
		SP:Iteration 114Q (68490.220000 sec): 3 clusters
  Score: Raw -4688008.035479 + Penalty 11989.637552 = -4676018.397927
  nChanged 4
		SP:Iteration 115Q (68490.340000 sec): 3 clusters
  Score: Raw -4688008.741088 + Penalty 11989.637552 = -4676019.103535
  nChanged 3
		SP:Iteration 116Q (68490.470000 sec): 3 clusters
  Score: Raw -4688009.311244 + Penalty 11989.637552 = -4676019.673692
  nChanged 3
		SP:Iteration 117Q (68490.590000 sec): 3 clusters
  Score: Raw -4688009.755068 + Penalty 11989.637552 = -4676020.117515
  nChanged 1
		SP:Iteration 118Q (68490.710000 sec): 3 clusters
  Score: Raw -4688009.940607 + Penalty 11989.637552 = -4676020.303054
  nChanged 1
		SP:Iteration 119Q (68490.830000 sec): 3 clusters
  Score: Raw -4688010.051064 + Penalty 11989.637552 = -4676020.413512
  nChanged 0
		SP:Iteration 120F (68490.960000 sec): 3 clusters
  Score: Raw -4688010.051064 + Penalty 11989.637552 = -4676020.413512
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68491.000000 sec): 2 clusters
  Score: Raw -984877.988236 + Penalty 5078.111538 = -979799.876698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68491.030000 sec): 3 clusters
  Score: Raw -983595.693951 + Penalty 10156.223076 = -973439.470876
  nChanged 1206
		SP:Iteration 1F (68491.060000 sec): 3 clusters
  Score: Raw -984686.822025 + Penalty 10156.223076 = -974530.598950
  nChanged 329
		SP:Iteration 2F (68491.090000 sec): 3 clusters
  Score: Raw -985125.389094 + Penalty 10156.223076 = -974969.166019
  nChanged 228
		SP:Iteration 3F (68491.120000 sec): 3 clusters
  Score: Raw -985480.398878 + Penalty 10156.223076 = -975324.175802
  nChanged 217
		SP:Iteration 4F (68491.140000 sec): 3 clusters
  Score: Raw -985885.190409 + Penalty 10156.223076 = -975728.967333
  nChanged 209
		SP:Iteration 5F (68491.170000 sec): 3 clusters
  Score: Raw -986242.746590 + Penalty 10156.223076 = -976086.523514
  nChanged 179
		SP:Iteration 6Q (68491.200000 sec): 3 clusters
  Score: Raw -986530.136579 + Penalty 10156.223076 = -976373.913503
  nChanged 136
		SP:Iteration 7Q (68491.230000 sec): 3 clusters
  Score: Raw -986708.776321 + Penalty 10156.223076 = -976552.553246
  nChanged 114
		SP:Iteration 8Q (68491.260000 sec): 3 clusters
  Score: Raw -986863.917559 + Penalty 10156.223076 = -976707.694483
  nChanged 90
		SP:Iteration 9Q (68491.280000 sec): 3 clusters
  Score: Raw -986987.253931 + Penalty 10156.223076 = -976831.030855
  nChanged 78
		SP:Iteration 10Q (68491.310000 sec): 3 clusters
  Score: Raw -987070.765482 + Penalty 10156.223076 = -976914.542407
  nChanged 53
		SP:Iteration 11Q (68491.330000 sec): 3 clusters
  Score: Raw -987137.051014 + Penalty 10156.223076 = -976980.827939
  nChanged 36
		SP:Iteration 12Q (68491.360000 sec): 3 clusters
  Score: Raw -987176.503547 + Penalty 10156.223076 = -977020.280471
  nChanged 33
		SP:Iteration 13Q (68491.380000 sec): 3 clusters
  Score: Raw -987218.241695 + Penalty 10156.223076 = -977062.018620
  nChanged 27
		SP:Iteration 14Q (68491.410000 sec): 3 clusters
  Score: Raw -987241.698687 + Penalty 10156.223076 = -977085.475611
  nChanged 19
		SP:Iteration 15Q (68491.440000 sec): 3 clusters
  Score: Raw -987269.265927 + Penalty 10156.223076 = -977113.042851
  nChanged 25
		SP:Iteration 16Q (68491.460000 sec): 3 clusters
  Score: Raw -987291.435682 + Penalty 10156.223076 = -977135.212607
  nChanged 15
		SP:Iteration 17Q (68491.490000 sec): 3 clusters
  Score: Raw -987305.660515 + Penalty 10156.223076 = -977149.437439
  nChanged 10
		SP:Iteration 18Q (68491.510000 sec): 3 clusters
  Score: Raw -987315.587810 + Penalty 10156.223076 = -977159.364734
  nChanged 11
		SP:Iteration 19Q (68491.540000 sec): 3 clusters
  Score: Raw -987324.073930 + Penalty 10156.223076 = -977167.850854
  nChanged 7
		SP:Iteration 20F (68491.570000 sec): 3 clusters
  Score: Raw -987332.866025 + Penalty 10156.223076 = -977176.642950
  nChanged 3
		SP:Iteration 21Q (68491.600000 sec): 3 clusters
  Score: Raw -987340.798572 + Penalty 10156.223076 = -977184.575497
  nChanged 4
		SP:Iteration 22Q (68491.620000 sec): 3 clusters
  Score: Raw -987344.888919 + Penalty 10156.223076 = -977188.665843
  nChanged 6
		SP:Iteration 23Q (68491.640000 sec): 3 clusters
  Score: Raw -987347.762304 + Penalty 10156.223076 = -977191.539229
  nChanged 4
		SP:Iteration 24Q (68491.670000 sec): 3 clusters
  Score: Raw -987350.706305 + Penalty 10156.223076 = -977194.483230
  nChanged 2
		SP:Iteration 25Q (68491.700000 sec): 3 clusters
  Score: Raw -987351.786607 + Penalty 10156.223076 = -977195.563531
  nChanged 2
		SP:Iteration 26Q (68491.720000 sec): 3 clusters
  Score: Raw -987353.044227 + Penalty 10156.223076 = -977196.821152
  nChanged 2
		SP:Iteration 27Q (68491.750000 sec): 3 clusters
  Score: Raw -987354.492037 + Penalty 10156.223076 = -977198.268961
  nChanged 3
		SP:Iteration 28Q (68491.770000 sec): 3 clusters
  Score: Raw -987356.810423 + Penalty 10156.223076 = -977200.587348
  nChanged 1
		SP:Iteration 29Q (68491.800000 sec): 3 clusters
  Score: Raw -987357.282304 + Penalty 10156.223076 = -977201.059228
  nChanged 0
		SP:Iteration 30F (68491.830000 sec): 3 clusters
  Score: Raw -987357.282304 + Penalty 10156.223076 = -977201.059228
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68491.840000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68491.860000 sec): 3 clusters
  Score: Raw -382095.221862 + Penalty 8912.086091 = -373183.135771
  nChanged 251
		SP:Iteration 1F (68491.860000 sec): 3 clusters
  Score: Raw -382621.053360 + Penalty 8912.086091 = -373708.967269
  nChanged 72
		SP:Iteration 2Q (68491.880000 sec): 3 clusters
  Score: Raw -382806.345071 + Penalty 8912.086091 = -373894.258980
  nChanged 51
		SP:Iteration 3Q (68491.890000 sec): 3 clusters
  Score: Raw -382960.610939 + Penalty 8912.086091 = -374048.524848
  nChanged 32
		SP:Iteration 4Q (68491.900000 sec): 3 clusters
  Score: Raw -383066.317036 + Penalty 8912.086091 = -374154.230944
  nChanged 29
		SP:Iteration 5Q (68491.910000 sec): 3 clusters
  Score: Raw -383135.253662 + Penalty 8912.086091 = -374223.167571
  nChanged 20
		SP:Iteration 6Q (68491.920000 sec): 3 clusters
  Score: Raw -383176.540417 + Penalty 8912.086091 = -374264.454326
  nChanged 12
		SP:Iteration 7Q (68491.920000 sec): 3 clusters
  Score: Raw -383192.636871 + Penalty 8912.086091 = -374280.550780
  nChanged 7
		SP:Iteration 8Q (68491.940000 sec): 3 clusters
  Score: Raw -383211.774342 + Penalty 8912.086091 = -374299.688251
  nChanged 10
		SP:Iteration 9Q (68491.940000 sec): 3 clusters
  Score: Raw -383234.640167 + Penalty 8912.086091 = -374322.554076
  nChanged 13
		SP:Iteration 10Q (68491.960000 sec): 3 clusters
  Score: Raw -383282.681694 + Penalty 8912.086091 = -374370.595603
  nChanged 8
		SP:Iteration 11Q (68491.960000 sec): 3 clusters
  Score: Raw -383300.116992 + Penalty 8912.086091 = -374388.030901
  nChanged 10
		SP:Iteration 12Q (68491.970000 sec): 3 clusters
  Score: Raw -383322.327494 + Penalty 8912.086091 = -374410.241403
  nChanged 9
		SP:Iteration 13Q (68491.980000 sec): 3 clusters
  Score: Raw -383381.719581 + Penalty 8912.086091 = -374469.633489
  nChanged 13
		SP:Iteration 14Q (68491.990000 sec): 3 clusters
  Score: Raw -383410.719172 + Penalty 8912.086091 = -374498.633081
  nChanged 9
		SP:Iteration 15Q (68492.000000 sec): 3 clusters
  Score: Raw -383434.910786 + Penalty 8912.086091 = -374522.824695
  nChanged 7
		SP:Iteration 16Q (68492.010000 sec): 3 clusters
  Score: Raw -383459.510324 + Penalty 8912.086091 = -374547.424233
  nChanged 5
		SP:Iteration 17Q (68492.020000 sec): 3 clusters
  Score: Raw -383468.899097 + Penalty 8912.086091 = -374556.813006
  nChanged 5
		SP:Iteration 18Q (68492.030000 sec): 3 clusters
  Score: Raw -383478.950909 + Penalty 8912.086091 = -374566.864818
  nChanged 2
		SP:Iteration 19Q (68492.040000 sec): 3 clusters
  Score: Raw -383485.902085 + Penalty 8912.086091 = -374573.815994
  nChanged 2
		SP:Iteration 20F (68492.050000 sec): 3 clusters
  Score: Raw -383491.618034 + Penalty 8912.086091 = -374579.531943
  nChanged 5
		SP:Iteration 21Q (68492.060000 sec): 3 clusters
  Score: Raw -383507.682055 + Penalty 8912.086091 = -374595.595964
  nChanged 4
		SP:Iteration 22Q (68492.070000 sec): 3 clusters
  Score: Raw -383519.234558 + Penalty 8912.086091 = -374607.148466
  nChanged 2
		SP:Iteration 23Q (68492.080000 sec): 3 clusters
  Score: Raw -383526.112531 + Penalty 8912.086091 = -374614.026440
  nChanged 2
		SP:Iteration 24Q (68492.090000 sec): 3 clusters
  Score: Raw -383530.015518 + Penalty 8912.086091 = -374617.929427
  nChanged 0
		SP:Iteration 25F (68492.100000 sec): 3 clusters
  Score: Raw -383530.015518 + Penalty 8912.086091 = -374617.929427
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68492.110000 sec): 2 clusters
  Score: Raw -332912.415532 + Penalty 4386.968467 = -328525.447065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68492.120000 sec): 3 clusters
  Score: Raw -332892.541059 + Penalty 8773.936934 = -324118.604125
  nChanged 229
		SP:Iteration 1F (68492.140000 sec): 3 clusters
  Score: Raw -333319.038961 + Penalty 8773.936934 = -324545.102027
  nChanged 60
		SP:Iteration 2Q (68492.140000 sec): 3 clusters
  Score: Raw -333456.884437 + Penalty 8773.936934 = -324682.947503
  nChanged 30
		SP:Iteration 3Q (68492.150000 sec): 3 clusters
  Score: Raw -333521.951009 + Penalty 8773.936934 = -324748.014075
  nChanged 17
		SP:Iteration 4Q (68492.160000 sec): 3 clusters
  Score: Raw -333560.585679 + Penalty 8773.936934 = -324786.648745
  nChanged 9
		SP:Iteration 5Q (68492.170000 sec): 3 clusters
  Score: Raw -333579.101055 + Penalty 8773.936934 = -324805.164121
  nChanged 2
		SP:Iteration 6Q (68492.180000 sec): 3 clusters
  Score: Raw -333583.185747 + Penalty 8773.936934 = -324809.248812
  nChanged 1
		SP:Iteration 7Q (68492.190000 sec): 3 clusters
  Score: Raw -333585.761802 + Penalty 8773.936934 = -324811.824868
  nChanged 1
		SP:Iteration 8Q (68492.200000 sec): 3 clusters
  Score: Raw -333587.257669 + Penalty 8773.936934 = -324813.320735
  nChanged 0
		SP:Iteration 9F (68492.210000 sec): 3 clusters
  Score: Raw -333587.257669 + Penalty 8773.936934 = -324813.320735
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68492.310000 sec): 2 clusters
  Score: Raw -3504162.740107 + Penalty 5823.784915 = -3498338.955192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68492.410000 sec): 3 clusters
  Score: Raw -3497612.926593 + Penalty 11647.569830 = -3485965.356763
  nChanged 5228
		SP:Iteration 1F (68492.510000 sec): 3 clusters
  Score: Raw -3500444.926010 + Penalty 11647.569830 = -3488797.356180
  nChanged 972
		SP:Iteration 2F (68492.610000 sec): 3 clusters
  Score: Raw -3500962.881183 + Penalty 11647.569830 = -3489315.311353
  nChanged 629
		SP:Iteration 3Q (68492.710000 sec): 3 clusters
  Score: Raw -3501283.512812 + Penalty 11647.569830 = -3489635.942982
  nChanged 482
		SP:Iteration 4Q (68492.810000 sec): 3 clusters
  Score: Raw -3501517.548790 + Penalty 11647.569830 = -3489869.978960
  nChanged 428
		SP:Iteration 5Q (68492.910000 sec): 3 clusters
  Score: Raw -3501708.995635 + Penalty 11647.569830 = -3490061.425805
  nChanged 350
		SP:Iteration 6Q (68493.010000 sec): 3 clusters
  Score: Raw -3501847.634979 + Penalty 11647.569830 = -3490200.065149
  nChanged 295
		SP:Iteration 7Q (68493.110000 sec): 3 clusters
  Score: Raw -3501968.636586 + Penalty 11647.569830 = -3490321.066756
  nChanged 265
		SP:Iteration 8Q (68493.210000 sec): 3 clusters
  Score: Raw -3502073.590269 + Penalty 11647.569830 = -3490426.020439
  nChanged 248
		SP:Iteration 9Q (68493.310000 sec): 3 clusters
  Score: Raw -3502179.079507 + Penalty 11647.569830 = -3490531.509677
  nChanged 244
		SP:Iteration 10Q (68493.410000 sec): 3 clusters
  Score: Raw -3502288.869582 + Penalty 11647.569830 = -3490641.299752
  nChanged 285
		SP:Iteration 11Q (68493.510000 sec): 3 clusters
  Score: Raw -3502424.444336 + Penalty 11647.569830 = -3490776.874506
  nChanged 281
		SP:Iteration 12Q (68493.610000 sec): 3 clusters
  Score: Raw -3502570.354783 + Penalty 11647.569830 = -3490922.784953
  nChanged 291
		SP:Iteration 13Q (68493.700000 sec): 3 clusters
  Score: Raw -3502722.344264 + Penalty 11647.569830 = -3491074.774434
  nChanged 336
		SP:Iteration 14Q (68493.800000 sec): 3 clusters
  Score: Raw -3502915.630019 + Penalty 11647.569830 = -3491268.060189
  nChanged 374
		SP:Iteration 15Q (68493.900000 sec): 3 clusters
  Score: Raw -3503158.112071 + Penalty 11647.569830 = -3491510.542241
  nChanged 417
		SP:Iteration 16Q (68494.000000 sec): 3 clusters
  Score: Raw -3503446.724821 + Penalty 11647.569830 = -3491799.154991
  nChanged 429
		SP:Iteration 17Q (68494.100000 sec): 3 clusters
  Score: Raw -3503778.815565 + Penalty 11647.569830 = -3492131.245735
  nChanged 425
		SP:Iteration 18Q (68494.200000 sec): 3 clusters
  Score: Raw -3504135.447604 + Penalty 11647.569830 = -3492487.877774
  nChanged 409
		SP:Iteration 19Q (68494.300000 sec): 3 clusters
  Score: Raw -3504483.873559 + Penalty 11647.569830 = -3492836.303729
  nChanged 380
		SP:Iteration 20F (68494.400000 sec): 3 clusters
  Score: Raw -3504830.404708 + Penalty 11647.569830 = -3493182.834878
  nChanged 314
		SP:Iteration 21Q (68494.490000 sec): 3 clusters
  Score: Raw -3505115.182755 + Penalty 11647.569830 = -3493467.612925
  nChanged 268
		SP:Iteration 22Q (68494.580000 sec): 3 clusters
  Score: Raw -3505353.170082 + Penalty 11647.569830 = -3493705.600252
  nChanged 200
		SP:Iteration 23Q (68494.680000 sec): 3 clusters
  Score: Raw -3505521.279776 + Penalty 11647.569830 = -3493873.709946
  nChanged 119
		SP:Iteration 24Q (68494.770000 sec): 3 clusters
  Score: Raw -3505625.278955 + Penalty 11647.569830 = -3493977.709125
  nChanged 99
		SP:Iteration 25Q (68494.860000 sec): 3 clusters
  Score: Raw -3505704.926854 + Penalty 11647.569830 = -3494057.357024
  nChanged 70
		SP:Iteration 26Q (68494.950000 sec): 3 clusters
  Score: Raw -3505772.118397 + Penalty 11647.569830 = -3494124.548567
  nChanged 50
		SP:Iteration 27Q (68495.040000 sec): 3 clusters
  Score: Raw -3505816.017777 + Penalty 11647.569830 = -3494168.447946
  nChanged 37
		SP:Iteration 28Q (68495.130000 sec): 3 clusters
  Score: Raw -3505845.583107 + Penalty 11647.569830 = -3494198.013277
  nChanged 27
		SP:Iteration 29Q (68495.220000 sec): 3 clusters
  Score: Raw -3505868.841799 + Penalty 11647.569830 = -3494221.271969
  nChanged 15
		SP:Iteration 30Q (68495.300000 sec): 3 clusters
  Score: Raw -3505881.248115 + Penalty 11647.569830 = -3494233.678285
  nChanged 13
		SP:Iteration 31Q (68495.390000 sec): 3 clusters
  Score: Raw -3505889.871744 + Penalty 11647.569830 = -3494242.301914
  nChanged 5
		SP:Iteration 32Q (68495.480000 sec): 3 clusters
  Score: Raw -3505893.122665 + Penalty 11647.569830 = -3494245.552835
  nChanged 3
		SP:Iteration 33Q (68495.560000 sec): 3 clusters
  Score: Raw -3505895.848770 + Penalty 11647.569830 = -3494248.278940
  nChanged 3
		SP:Iteration 34Q (68495.650000 sec): 3 clusters
  Score: Raw -3505897.906388 + Penalty 11647.569830 = -3494250.336558
  nChanged 3
		SP:Iteration 35Q (68495.740000 sec): 3 clusters
  Score: Raw -3505899.829379 + Penalty 11647.569830 = -3494252.259549
  nChanged 2
		SP:Iteration 36Q (68495.830000 sec): 3 clusters
  Score: Raw -3505901.404680 + Penalty 11647.569830 = -3494253.834850
  nChanged 3
		SP:Iteration 37Q (68495.910000 sec): 3 clusters
  Score: Raw -3505903.999965 + Penalty 11647.569830 = -3494256.430135
  nChanged 7
		SP:Iteration 38Q (68496.000000 sec): 3 clusters
  Score: Raw -3505908.578480 + Penalty 11647.569830 = -3494261.008650
  nChanged 7
		SP:Iteration 39Q (68496.090000 sec): 3 clusters
  Score: Raw -3505912.723881 + Penalty 11647.569830 = -3494265.154051
  nChanged 5
		SP:Iteration 40F (68496.180000 sec): 3 clusters
  Score: Raw -3505915.766312 + Penalty 11647.569830 = -3494268.196482
  nChanged 1
		SP:Iteration 41Q (68496.270000 sec): 3 clusters
  Score: Raw -3505916.230171 + Penalty 11647.569830 = -3494268.660341
  nChanged 0
		SP:Iteration 42F (68496.370000 sec): 3 clusters
  Score: Raw -3505916.230171 + Penalty 11647.569830 = -3494268.660341
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (16568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68496.470000 sec): 2 clusters
  Score: Raw -4416492.466235 + Penalty 5950.577397 = -4410541.888839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68496.600000 sec): 3 clusters
  Score: Raw -4408021.716386 + Penalty 11901.154794 = -4396120.561593
  nChanged 6522
		SP:Iteration 1F (68496.720000 sec): 3 clusters
  Score: Raw -4411531.754766 + Penalty 11901.154794 = -4399630.599972
  nChanged 1146
		SP:Iteration 2F (68496.840000 sec): 3 clusters
  Score: Raw -4412127.574170 + Penalty 11901.154794 = -4400226.419376
  nChanged 829
		SP:Iteration 3F (68496.960000 sec): 3 clusters
  Score: Raw -4412515.370686 + Penalty 11901.154794 = -4400614.215892
  nChanged 624
		SP:Iteration 4Q (68497.090000 sec): 3 clusters
  Score: Raw -4412764.667758 + Penalty 11901.154794 = -4400863.512965
  nChanged 485
		SP:Iteration 5Q (68497.210000 sec): 3 clusters
  Score: Raw -4412946.129484 + Penalty 11901.154794 = -4401044.974690
  nChanged 384
		SP:Iteration 6Q (68497.330000 sec): 3 clusters
  Score: Raw -4413097.959651 + Penalty 11901.154794 = -4401196.804857
  nChanged 351
		SP:Iteration 7Q (68497.450000 sec): 3 clusters
  Score: Raw -4413229.017366 + Penalty 11901.154794 = -4401327.862572
  nChanged 319
		SP:Iteration 8Q (68497.570000 sec): 3 clusters
  Score: Raw -4413355.080852 + Penalty 11901.154794 = -4401453.926058
  nChanged 284
		SP:Iteration 9Q (68497.700000 sec): 3 clusters
  Score: Raw -4413449.460351 + Penalty 11901.154794 = -4401548.305557
  nChanged 251
		SP:Iteration 10Q (68497.820000 sec): 3 clusters
  Score: Raw -4413530.070770 + Penalty 11901.154794 = -4401628.915976
  nChanged 232
		SP:Iteration 11Q (68497.950000 sec): 3 clusters
  Score: Raw -4413606.580568 + Penalty 11901.154794 = -4401705.425774
  nChanged 230
		SP:Iteration 12Q (68498.080000 sec): 3 clusters
  Score: Raw -4413680.423751 + Penalty 11901.154794 = -4401779.268957
  nChanged 235
		SP:Iteration 13Q (68498.200000 sec): 3 clusters
  Score: Raw -4413752.707547 + Penalty 11901.154794 = -4401851.552753
  nChanged 212
		SP:Iteration 14Q (68498.320000 sec): 3 clusters
  Score: Raw -4413813.065211 + Penalty 11901.154794 = -4401911.910418
  nChanged 181
		SP:Iteration 15Q (68498.440000 sec): 3 clusters
  Score: Raw -4413866.041984 + Penalty 11901.154794 = -4401964.887190
  nChanged 162
		SP:Iteration 16Q (68498.560000 sec): 3 clusters
  Score: Raw -4413913.683935 + Penalty 11901.154794 = -4402012.529141
  nChanged 138
		SP:Iteration 17Q (68498.680000 sec): 3 clusters
  Score: Raw -4413950.578734 + Penalty 11901.154794 = -4402049.423940
  nChanged 125
		SP:Iteration 18Q (68498.800000 sec): 3 clusters
  Score: Raw -4413982.966830 + Penalty 11901.154794 = -4402081.812036
  nChanged 129
		SP:Iteration 19Q (68498.930000 sec): 3 clusters
  Score: Raw -4414016.355549 + Penalty 11901.154794 = -4402115.200755
  nChanged 133
		SP:Iteration 20F (68499.050000 sec): 3 clusters
  Score: Raw -4414052.734486 + Penalty 11901.154794 = -4402151.579693
  nChanged 137
		SP:Iteration 21Q (68499.170000 sec): 3 clusters
  Score: Raw -4414090.722991 + Penalty 11901.154794 = -4402189.568197
  nChanged 140
		SP:Iteration 22Q (68499.300000 sec): 3 clusters
  Score: Raw -4414130.076283 + Penalty 11901.154794 = -4402228.921490
  nChanged 161
		SP:Iteration 23Q (68499.420000 sec): 3 clusters
  Score: Raw -4414176.598460 + Penalty 11901.154794 = -4402275.443667
  nChanged 163
		SP:Iteration 24Q (68499.550000 sec): 3 clusters
  Score: Raw -4414220.525861 + Penalty 11901.154794 = -4402319.371067
  nChanged 152
		SP:Iteration 25Q (68499.670000 sec): 3 clusters
  Score: Raw -4414261.980685 + Penalty 11901.154794 = -4402360.825892
  nChanged 155
		SP:Iteration 26Q (68499.790000 sec): 3 clusters
  Score: Raw -4414303.984867 + Penalty 11901.154794 = -4402402.830073
  nChanged 165
		SP:Iteration 27Q (68499.910000 sec): 3 clusters
  Score: Raw -4414359.763710 + Penalty 11901.154794 = -4402458.608916
  nChanged 183
		SP:Iteration 28Q (68500.030000 sec): 3 clusters
  Score: Raw -4414415.230239 + Penalty 11901.154794 = -4402514.075445
  nChanged 168
		SP:Iteration 29Q (68500.150000 sec): 3 clusters
  Score: Raw -4414464.870937 + Penalty 11901.154794 = -4402563.716143
  nChanged 192
		SP:Iteration 30Q (68500.270000 sec): 3 clusters
  Score: Raw -4414524.407862 + Penalty 11901.154794 = -4402623.253069
  nChanged 197
		SP:Iteration 31Q (68500.400000 sec): 3 clusters
  Score: Raw -4414597.337474 + Penalty 11901.154794 = -4402696.182680
  nChanged 236
		SP:Iteration 32Q (68500.520000 sec): 3 clusters
  Score: Raw -4414679.555377 + Penalty 11901.154794 = -4402778.400583
  nChanged 227
		SP:Iteration 33Q (68500.640000 sec): 3 clusters
  Score: Raw -4414762.885813 + Penalty 11901.154794 = -4402861.731019
  nChanged 232
		SP:Iteration 34Q (68500.770000 sec): 3 clusters
  Score: Raw -4414855.499794 + Penalty 11901.154794 = -4402954.345000
  nChanged 235
		SP:Iteration 35Q (68500.890000 sec): 3 clusters
  Score: Raw -4414948.765282 + Penalty 11901.154794 = -4403047.610489
  nChanged 246
		SP:Iteration 36Q (68501.010000 sec): 3 clusters
  Score: Raw -4415048.563845 + Penalty 11901.154794 = -4403147.409051
  nChanged 257
		SP:Iteration 37Q (68501.130000 sec): 3 clusters
  Score: Raw -4415162.471892 + Penalty 11901.154794 = -4403261.317099
  nChanged 289
		SP:Iteration 38Q (68501.250000 sec): 3 clusters
  Score: Raw -4415293.501131 + Penalty 11901.154794 = -4403392.346337
  nChanged 279
		SP:Iteration 39Q (68501.380000 sec): 3 clusters
  Score: Raw -4415426.961513 + Penalty 11901.154794 = -4403525.806719
  nChanged 279
		SP:Iteration 40F (68501.500000 sec): 3 clusters
  Score: Raw -4415572.031570 + Penalty 11901.154794 = -4403670.876776
  nChanged 310
		SP:Iteration 41Q (68501.620000 sec): 3 clusters
  Score: Raw -4415740.279650 + Penalty 11901.154794 = -4403839.124856
  nChanged 308
		SP:Iteration 42Q (68501.740000 sec): 3 clusters
  Score: Raw -4415920.097272 + Penalty 11901.154794 = -4404018.942478
  nChanged 293
		SP:Iteration 43Q (68501.860000 sec): 3 clusters
  Score: Raw -4416106.919936 + Penalty 11901.154794 = -4404205.765143
  nChanged 302
		SP:Iteration 44Q (68501.980000 sec): 3 clusters
  Score: Raw -4416303.830056 + Penalty 11901.154794 = -4404402.675262
  nChanged 303
		SP:Iteration 45Q (68502.110000 sec): 3 clusters
  Score: Raw -4416516.014719 + Penalty 11901.154794 = -4404614.859925
  nChanged 278
		SP:Iteration 46Q (68502.230000 sec): 3 clusters
  Score: Raw -4416717.556826 + Penalty 11901.154794 = -4404816.402032
  nChanged 306
		SP:Iteration 47Q (68502.350000 sec): 3 clusters
  Score: Raw -4416942.965919 + Penalty 11901.154794 = -4405041.811126
  nChanged 248
		SP:Iteration 48Q (68502.470000 sec): 3 clusters
  Score: Raw -4417130.506727 + Penalty 11901.154794 = -4405229.351933
  nChanged 229
		SP:Iteration 49Q (68502.590000 sec): 3 clusters
  Score: Raw -4417296.939168 + Penalty 11901.154794 = -4405395.784374
  nChanged 189
		SP:Iteration 50Q (68502.700000 sec): 3 clusters
  Score: Raw -4417434.954319 + Penalty 11901.154794 = -4405533.799525
  nChanged 151
		SP:Iteration 51Q (68502.820000 sec): 3 clusters
  Score: Raw -4417544.895304 + Penalty 11901.154794 = -4405643.740510
  nChanged 143
		SP:Iteration 52Q (68502.920000 sec): 3 clusters
  Score: Raw -4417646.046430 + Penalty 11901.154794 = -4405744.891636
  nChanged 129
		SP:Iteration 53Q (68503.030000 sec): 3 clusters
  Score: Raw -4417728.915616 + Penalty 11901.154794 = -4405827.760822
  nChanged 102
		SP:Iteration 54Q (68503.140000 sec): 3 clusters
  Score: Raw -4417790.801083 + Penalty 11901.154794 = -4405889.646290
  nChanged 116
		SP:Iteration 55Q (68503.240000 sec): 3 clusters
  Score: Raw -4417867.539071 + Penalty 11901.154794 = -4405966.384278
  nChanged 112
		SP:Iteration 56Q (68503.340000 sec): 3 clusters
  Score: Raw -4417945.078624 + Penalty 11901.154794 = -4406043.923830
  nChanged 88
		SP:Iteration 57Q (68503.450000 sec): 3 clusters
  Score: Raw -4418002.990905 + Penalty 11901.154794 = -4406101.836111
  nChanged 89
		SP:Iteration 58Q (68503.550000 sec): 3 clusters
  Score: Raw -4418068.698275 + Penalty 11901.154794 = -4406167.543482
  nChanged 91
		SP:Iteration 59Q (68503.650000 sec): 3 clusters
  Score: Raw -4418135.658326 + Penalty 11901.154794 = -4406234.503532
  nChanged 87
		SP:Iteration 60F (68503.770000 sec): 3 clusters
  Score: Raw -4418195.019485 + Penalty 11901.154794 = -4406293.864691
  nChanged 78
		SP:Iteration 61Q (68503.870000 sec): 3 clusters
  Score: Raw -4418248.097811 + Penalty 11901.154794 = -4406346.943017
  nChanged 65
		SP:Iteration 62Q (68503.970000 sec): 3 clusters
  Score: Raw -4418289.756177 + Penalty 11901.154794 = -4406388.601384
  nChanged 60
		SP:Iteration 63Q (68504.060000 sec): 3 clusters
  Score: Raw -4418326.581596 + Penalty 11901.154794 = -4406425.426802
  nChanged 46
		SP:Iteration 64Q (68504.160000 sec): 3 clusters
  Score: Raw -4418348.136689 + Penalty 11901.154794 = -4406446.981895
  nChanged 39
		SP:Iteration 65Q (68504.260000 sec): 3 clusters
  Score: Raw -4418367.498167 + Penalty 11901.154794 = -4406466.343373
  nChanged 28
		SP:Iteration 66Q (68504.360000 sec): 3 clusters
  Score: Raw -4418379.764884 + Penalty 11901.154794 = -4406478.610090
  nChanged 22
		SP:Iteration 67Q (68504.450000 sec): 3 clusters
  Score: Raw -4418389.997363 + Penalty 11901.154794 = -4406488.842569
  nChanged 20
		SP:Iteration 68Q (68504.550000 sec): 3 clusters
  Score: Raw -4418397.568684 + Penalty 11901.154794 = -4406496.413891
  nChanged 13
		SP:Iteration 69Q (68504.640000 sec): 3 clusters
  Score: Raw -4418402.966943 + Penalty 11901.154794 = -4406501.812150
  nChanged 11
		SP:Iteration 70Q (68504.740000 sec): 3 clusters
  Score: Raw -4418407.000861 + Penalty 11901.154794 = -4406505.846067
  nChanged 10
		SP:Iteration 71Q (68504.840000 sec): 3 clusters
  Score: Raw -4418410.848055 + Penalty 11901.154794 = -4406509.693261
  nChanged 9
		SP:Iteration 72Q (68504.930000 sec): 3 clusters
  Score: Raw -4418414.122776 + Penalty 11901.154794 = -4406512.967982
  nChanged 4
		SP:Iteration 73Q (68505.020000 sec): 3 clusters
  Score: Raw -4418415.801714 + Penalty 11901.154794 = -4406514.646920
  nChanged 2
		SP:Iteration 74Q (68505.120000 sec): 3 clusters
  Score: Raw -4418416.734716 + Penalty 11901.154794 = -4406515.579923
  nChanged 3
		SP:Iteration 75Q (68505.220000 sec): 3 clusters
  Score: Raw -4418418.376605 + Penalty 11901.154794 = -4406517.221811
  nChanged 4
		SP:Iteration 76Q (68505.310000 sec): 3 clusters
  Score: Raw -4418420.390159 + Penalty 11901.154794 = -4406519.235365
  nChanged 3
		SP:Iteration 77Q (68505.410000 sec): 3 clusters
  Score: Raw -4418421.640319 + Penalty 11901.154794 = -4406520.485525
  nChanged 2
		SP:Iteration 78Q (68505.500000 sec): 3 clusters
  Score: Raw -4418422.118365 + Penalty 11901.154794 = -4406520.963571
  nChanged 1
		SP:Iteration 79Q (68505.600000 sec): 3 clusters
  Score: Raw -4418422.467405 + Penalty 11901.154794 = -4406521.312611
  nChanged 3
		SP:Iteration 80F (68505.720000 sec): 3 clusters
  Score: Raw -4418423.432905 + Penalty 11901.154794 = -4406522.278111
  nChanged 2
		SP:Iteration 81Q (68505.820000 sec): 3 clusters
  Score: Raw -4418424.098444 + Penalty 11901.154794 = -4406522.943651
  nChanged 4
		SP:Iteration 82Q (68505.910000 sec): 3 clusters
  Score: Raw -4418425.798784 + Penalty 11901.154794 = -4406524.643990
  nChanged 3
		SP:Iteration 83Q (68506.010000 sec): 3 clusters
  Score: Raw -4418426.398749 + Penalty 11901.154794 = -4406525.243955
  nChanged 1
		SP:Iteration 84Q (68506.100000 sec): 3 clusters
  Score: Raw -4418426.647690 + Penalty 11901.154794 = -4406525.492897
  nChanged 1
		SP:Iteration 85Q (68506.200000 sec): 3 clusters
  Score: Raw -4418427.277216 + Penalty 11901.154794 = -4406526.122422
  nChanged 1
		SP:Iteration 86Q (68506.300000 sec): 3 clusters
  Score: Raw -4418427.697016 + Penalty 11901.154794 = -4406526.542223
  nChanged 1
		SP:Iteration 87Q (68506.390000 sec): 3 clusters
  Score: Raw -4418428.032306 + Penalty 11901.154794 = -4406526.877513
  nChanged 2
		SP:Iteration 88Q (68506.490000 sec): 3 clusters
  Score: Raw -4418428.662648 + Penalty 11901.154794 = -4406527.507854
  nChanged 1
		SP:Iteration 89Q (68506.580000 sec): 3 clusters
  Score: Raw -4418428.923570 + Penalty 11901.154794 = -4406527.768776
  nChanged 0
		SP:Iteration 90F (68506.710000 sec): 3 clusters
  Score: Raw -4418428.923570 + Penalty 11901.154794 = -4406527.768776
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68507.280000 sec): 2 clusters
  Score: Raw -23527027.698684 + Penalty 6975.071794 = -23520052.626890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68507.960000 sec): 3 clusters
  Score: Raw -23473506.820663 + Penalty 13950.143587 = -23459556.677076
  nChanged 39940
		SP:Iteration 1F (68508.640000 sec): 3 clusters
  Score: Raw -23495535.327645 + Penalty 13950.143587 = -23481585.184058
  nChanged 3808
		SP:Iteration 2Q (68509.300000 sec): 3 clusters
  Score: Raw -23496652.437452 + Penalty 13950.143587 = -23482702.293865
  nChanged 3550
		SP:Iteration 3Q (68509.960000 sec): 3 clusters
  Score: Raw -23497710.984608 + Penalty 13950.143587 = -23483760.841021
  nChanged 3460
		SP:Iteration 4Q (68510.620000 sec): 3 clusters
  Score: Raw -23498820.769208 + Penalty 13950.143587 = -23484870.625621
  nChanged 3496
		SP:Iteration 5Q (68511.300000 sec): 3 clusters
  Score: Raw -23500039.340448 + Penalty 13950.143587 = -23486089.196861
  nChanged 3760
		SP:Iteration 6Q (68511.960000 sec): 3 clusters
  Score: Raw -23501580.787063 + Penalty 13950.143587 = -23487630.643476
  nChanged 4288
		SP:Iteration 7Q (68512.620000 sec): 3 clusters
  Score: Raw -23503610.200313 + Penalty 13950.143587 = -23489660.056726
  nChanged 4646
		SP:Iteration 8F (68513.260000 sec): 3 clusters
  Score: Raw -23506088.182288 + Penalty 13950.143587 = -23492138.038701
  nChanged 4955
		SP:Iteration 9F (68513.920000 sec): 3 clusters
  Score: Raw -23508988.937962 + Penalty 13950.143587 = -23495038.794375
  nChanged 4977
		SP:Iteration 10F (68514.560000 sec): 3 clusters
  Score: Raw -23512024.040334 + Penalty 13950.143587 = -23498073.896747
  nChanged 4704
		SP:Iteration 11F (68515.210000 sec): 3 clusters
  Score: Raw -23514960.915793 + Penalty 13950.143587 = -23501010.772206
  nChanged 4163
		SP:Iteration 12Q (68515.860000 sec): 3 clusters
  Score: Raw -23517685.578946 + Penalty 13950.143587 = -23503735.435359
  nChanged 3583
		SP:Iteration 13Q (68516.510000 sec): 3 clusters
  Score: Raw -23520117.658395 + Penalty 13950.143587 = -23506167.514808
  nChanged 3078
		SP:Iteration 14Q (68517.180000 sec): 3 clusters
  Score: Raw -23522255.067458 + Penalty 13950.143587 = -23508304.923871
  nChanged 2435
		SP:Iteration 15Q (68517.840000 sec): 3 clusters
  Score: Raw -23523952.301185 + Penalty 13950.143587 = -23510002.157598
  nChanged 1859
		SP:Iteration 16Q (68518.480000 sec): 3 clusters
  Score: Raw -23525183.278434 + Penalty 13950.143587 = -23511233.134847
  nChanged 1353
		SP:Iteration 17Q (68519.080000 sec): 3 clusters
  Score: Raw -23526024.286554 + Penalty 13950.143587 = -23512074.142967
  nChanged 945
		SP:Iteration 18Q (68519.670000 sec): 3 clusters
  Score: Raw -23526602.727187 + Penalty 13950.143587 = -23512652.583600
  nChanged 734
		SP:Iteration 19Q (68520.240000 sec): 3 clusters
  Score: Raw -23527055.012244 + Penalty 13950.143587 = -23513104.868657
  nChanged 501
		SP:Iteration 20F (68520.900000 sec): 3 clusters
  Score: Raw -23527350.630795 + Penalty 13950.143587 = -23513400.487208
  nChanged 355
		SP:Iteration 21Q (68521.440000 sec): 3 clusters
  Score: Raw -23527560.227912 + Penalty 13950.143587 = -23513610.084325
  nChanged 317
		SP:Iteration 22Q (68521.980000 sec): 3 clusters
  Score: Raw -23527744.083116 + Penalty 13950.143587 = -23513793.939529
  nChanged 235
		SP:Iteration 23Q (68522.500000 sec): 3 clusters
  Score: Raw -23527875.017305 + Penalty 13950.143587 = -23513924.873717
  nChanged 168
		SP:Iteration 24Q (68523.010000 sec): 3 clusters
  Score: Raw -23527970.296873 + Penalty 13950.143587 = -23514020.153286
  nChanged 130
		SP:Iteration 25Q (68523.500000 sec): 3 clusters
  Score: Raw -23528047.228333 + Penalty 13950.143587 = -23514097.084746
  nChanged 117
		SP:Iteration 26Q (68523.990000 sec): 3 clusters
  Score: Raw -23528110.825054 + Penalty 13950.143587 = -23514160.681467
  nChanged 79
		SP:Iteration 27Q (68524.480000 sec): 3 clusters
  Score: Raw -23528153.811678 + Penalty 13950.143587 = -23514203.668091
  nChanged 70
		SP:Iteration 28Q (68524.960000 sec): 3 clusters
  Score: Raw -23528190.550546 + Penalty 13950.143587 = -23514240.406959
  nChanged 51
		SP:Iteration 29Q (68525.440000 sec): 3 clusters
  Score: Raw -23528219.897211 + Penalty 13950.143587 = -23514269.753624
  nChanged 46
		SP:Iteration 30Q (68525.930000 sec): 3 clusters
  Score: Raw -23528244.399296 + Penalty 13950.143587 = -23514294.255709
  nChanged 40
		SP:Iteration 31Q (68526.410000 sec): 3 clusters
  Score: Raw -23528265.617381 + Penalty 13950.143587 = -23514315.473794
  nChanged 31
		SP:Iteration 32Q (68526.890000 sec): 3 clusters
  Score: Raw -23528278.871018 + Penalty 13950.143587 = -23514328.727431
  nChanged 24
		SP:Iteration 33Q (68527.390000 sec): 3 clusters
  Score: Raw -23528292.269067 + Penalty 13950.143587 = -23514342.125479
  nChanged 20
		SP:Iteration 34Q (68527.890000 sec): 3 clusters
  Score: Raw -23528302.238246 + Penalty 13950.143587 = -23514352.094659
  nChanged 13
		SP:Iteration 35Q (68528.370000 sec): 3 clusters
  Score: Raw -23528308.332954 + Penalty 13950.143587 = -23514358.189366
  nChanged 14
		SP:Iteration 36Q (68528.860000 sec): 3 clusters
  Score: Raw -23528314.864467 + Penalty 13950.143587 = -23514364.720880
  nChanged 15
		SP:Iteration 37Q (68529.330000 sec): 3 clusters
  Score: Raw -23528323.890860 + Penalty 13950.143587 = -23514373.747273
  nChanged 16
		SP:Iteration 38Q (68529.810000 sec): 3 clusters
  Score: Raw -23528331.286864 + Penalty 13950.143587 = -23514381.143277
  nChanged 9
		SP:Iteration 39Q (68530.280000 sec): 3 clusters
  Score: Raw -23528336.013234 + Penalty 13950.143587 = -23514385.869647
  nChanged 8
		SP:Iteration 40F (68530.930000 sec): 3 clusters
  Score: Raw -23528340.053977 + Penalty 13950.143587 = -23514389.910390
  nChanged 11
		SP:Iteration 41Q (68531.420000 sec): 3 clusters
  Score: Raw -23528346.056980 + Penalty 13950.143587 = -23514395.913393
  nChanged 12
		SP:Iteration 42Q (68531.910000 sec): 3 clusters
  Score: Raw -23528352.433320 + Penalty 13950.143587 = -23514402.289733
  nChanged 13
		SP:Iteration 43Q (68532.390000 sec): 3 clusters
  Score: Raw -23528357.718396 + Penalty 13950.143587 = -23514407.574809
  nChanged 11
		SP:Iteration 44Q (68532.880000 sec): 3 clusters
  Score: Raw -23528363.796896 + Penalty 13950.143587 = -23514413.653309
  nChanged 11
		SP:Iteration 45Q (68533.380000 sec): 3 clusters
  Score: Raw -23528369.428601 + Penalty 13950.143587 = -23514419.285014
  nChanged 10
		SP:Iteration 46Q (68533.870000 sec): 3 clusters
  Score: Raw -23528375.240815 + Penalty 13950.143587 = -23514425.097228
  nChanged 11
		SP:Iteration 47Q (68534.370000 sec): 3 clusters
  Score: Raw -23528379.774145 + Penalty 13950.143587 = -23514429.630558
  nChanged 4
		SP:Iteration 48Q (68534.860000 sec): 3 clusters
  Score: Raw -23528381.961436 + Penalty 13950.143587 = -23514431.817848
  nChanged 2
		SP:Iteration 49Q (68535.370000 sec): 3 clusters
  Score: Raw -23528382.782122 + Penalty 13950.143587 = -23514432.638535
  nChanged 3
		SP:Iteration 50Q (68535.870000 sec): 3 clusters
  Score: Raw -23528384.694130 + Penalty 13950.143587 = -23514434.550543
  nChanged 3
		SP:Iteration 51Q (68536.360000 sec): 3 clusters
  Score: Raw -23528385.903483 + Penalty 13950.143587 = -23514435.759896
  nChanged 5
		SP:Iteration 52Q (68536.850000 sec): 3 clusters
  Score: Raw -23528387.432078 + Penalty 13950.143587 = -23514437.288491
  nChanged 2
		SP:Iteration 53Q (68537.350000 sec): 3 clusters
  Score: Raw -23528388.437645 + Penalty 13950.143587 = -23514438.294058
  nChanged 3
		SP:Iteration 54Q (68537.840000 sec): 3 clusters
  Score: Raw -23528389.550850 + Penalty 13950.143587 = -23514439.407263
  nChanged 3
		SP:Iteration 55Q (68538.330000 sec): 3 clusters
  Score: Raw -23528390.499038 + Penalty 13950.143587 = -23514440.355451
  nChanged 3
		SP:Iteration 56Q (68538.820000 sec): 3 clusters
  Score: Raw -23528391.695456 + Penalty 13950.143587 = -23514441.551869
  nChanged 3
		SP:Iteration 57Q (68539.290000 sec): 3 clusters
  Score: Raw -23528392.743967 + Penalty 13950.143587 = -23514442.600379
  nChanged 1
		SP:Iteration 58Q (68539.780000 sec): 3 clusters
  Score: Raw -23528393.039792 + Penalty 13950.143587 = -23514442.896205
  nChanged 2
		SP:Iteration 59Q (68540.270000 sec): 3 clusters
  Score: Raw -23528393.626175 + Penalty 13950.143587 = -23514443.482588
  nChanged 1
		SP:Iteration 60F (68540.910000 sec): 3 clusters
  Score: Raw -23528393.870381 + Penalty 13950.143587 = -23514443.726794
  nChanged 3
		SP:Iteration 61Q (68541.400000 sec): 3 clusters
  Score: Raw -23528394.789939 + Penalty 13950.143587 = -23514444.646352
  nChanged 0
		SP:Iteration 62F (68542.060000 sec): 3 clusters
  Score: Raw -23528394.789939 + Penalty 13950.143587 = -23514444.646352
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (18441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68542.220000 sec): 2 clusters
  Score: Raw -4706807.433230 + Penalty 6016.178182 = -4700791.255048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68542.360000 sec): 3 clusters
  Score: Raw -4697415.782208 + Penalty 12032.356364 = -4685383.425844
  nChanged 7404
		SP:Iteration 1F (68542.490000 sec): 3 clusters
  Score: Raw -4701733.940582 + Penalty 12032.356364 = -4689701.584218
  nChanged 1459
		SP:Iteration 2F (68542.630000 sec): 3 clusters
  Score: Raw -4702850.724748 + Penalty 12032.356364 = -4690818.368384
  nChanged 1339
		SP:Iteration 3F (68542.770000 sec): 3 clusters
  Score: Raw -4704070.542985 + Penalty 12032.356364 = -4692038.186621
  nChanged 1330
		SP:Iteration 4F (68542.910000 sec): 3 clusters
  Score: Raw -4705553.150777 + Penalty 12032.356364 = -4693520.794413
  nChanged 1318
		SP:Iteration 5F (68543.040000 sec): 3 clusters
  Score: Raw -4707160.698315 + Penalty 12032.356364 = -4695128.341951
  nChanged 1274
		SP:Iteration 6F (68543.170000 sec): 3 clusters
  Score: Raw -4708525.955211 + Penalty 12032.356364 = -4696493.598847
  nChanged 1092
		SP:Iteration 7F (68543.310000 sec): 3 clusters
  Score: Raw -4709542.351317 + Penalty 12032.356364 = -4697509.994953
  nChanged 836
		SP:Iteration 8Q (68543.430000 sec): 3 clusters
  Score: Raw -4710216.505013 + Penalty 12032.356364 = -4698184.148650
  nChanged 580
		SP:Iteration 9Q (68543.560000 sec): 3 clusters
  Score: Raw -4710632.437678 + Penalty 12032.356364 = -4698600.081314
  nChanged 444
		SP:Iteration 10Q (68543.680000 sec): 3 clusters
  Score: Raw -4710903.840678 + Penalty 12032.356364 = -4698871.484314
  nChanged 335
		SP:Iteration 11Q (68543.810000 sec): 3 clusters
  Score: Raw -4711080.451888 + Penalty 12032.356364 = -4699048.095524
  nChanged 232
		SP:Iteration 12Q (68543.930000 sec): 3 clusters
  Score: Raw -4711174.696680 + Penalty 12032.356364 = -4699142.340316
  nChanged 161
		SP:Iteration 13Q (68544.050000 sec): 3 clusters
  Score: Raw -4711235.765091 + Penalty 12032.356364 = -4699203.408727
  nChanged 122
		SP:Iteration 14Q (68544.170000 sec): 3 clusters
  Score: Raw -4711280.225373 + Penalty 12032.356364 = -4699247.869009
  nChanged 101
		SP:Iteration 15Q (68544.300000 sec): 3 clusters
  Score: Raw -4711312.309960 + Penalty 12032.356364 = -4699279.953596
  nChanged 77
		SP:Iteration 16Q (68544.430000 sec): 3 clusters
  Score: Raw -4711332.846952 + Penalty 12032.356364 = -4699300.490589
  nChanged 52
		SP:Iteration 17Q (68544.550000 sec): 3 clusters
  Score: Raw -4711346.189369 + Penalty 12032.356364 = -4699313.833005
  nChanged 42
		SP:Iteration 18Q (68544.670000 sec): 3 clusters
  Score: Raw -4711356.315532 + Penalty 12032.356364 = -4699323.959168
  nChanged 38
		SP:Iteration 19Q (68544.790000 sec): 3 clusters
  Score: Raw -4711362.877715 + Penalty 12032.356364 = -4699330.521351
  nChanged 14
		SP:Iteration 20F (68544.920000 sec): 3 clusters
  Score: Raw -4711365.575922 + Penalty 12032.356364 = -4699333.219559
  nChanged 12
		SP:Iteration 21Q (68545.040000 sec): 3 clusters
  Score: Raw -4711367.802009 + Penalty 12032.356364 = -4699335.445646
  nChanged 12
		SP:Iteration 22Q (68545.160000 sec): 3 clusters
  Score: Raw -4711370.003895 + Penalty 12032.356364 = -4699337.647531
  nChanged 5
		SP:Iteration 23Q (68545.280000 sec): 3 clusters
  Score: Raw -4711370.842262 + Penalty 12032.356364 = -4699338.485899
  nChanged 5
		SP:Iteration 24Q (68545.400000 sec): 3 clusters
  Score: Raw -4711371.425578 + Penalty 12032.356364 = -4699339.069214
  nChanged 4
		SP:Iteration 25Q (68545.520000 sec): 3 clusters
  Score: Raw -4711372.047082 + Penalty 12032.356364 = -4699339.690719
  nChanged 5
		SP:Iteration 26Q (68545.640000 sec): 3 clusters
  Score: Raw -4711373.202892 + Penalty 12032.356364 = -4699340.846528
  nChanged 3
		SP:Iteration 27Q (68545.760000 sec): 3 clusters
  Score: Raw -4711373.752555 + Penalty 12032.356364 = -4699341.396191
  nChanged 5
		SP:Iteration 28Q (68545.880000 sec): 3 clusters
  Score: Raw -4711374.531857 + Penalty 12032.356364 = -4699342.175494
  nChanged 5
		SP:Iteration 29Q (68546.010000 sec): 3 clusters
  Score: Raw -4711375.202717 + Penalty 12032.356364 = -4699342.846353
  nChanged 4
		SP:Iteration 30Q (68546.130000 sec): 3 clusters
  Score: Raw -4711375.867588 + Penalty 12032.356364 = -4699343.511224
  nChanged 7
		SP:Iteration 31Q (68546.250000 sec): 3 clusters
  Score: Raw -4711376.750738 + Penalty 12032.356364 = -4699344.394374
  nChanged 3
		SP:Iteration 32Q (68546.370000 sec): 3 clusters
  Score: Raw -4711377.190413 + Penalty 12032.356364 = -4699344.834050
  nChanged 1
		SP:Iteration 33Q (68546.490000 sec): 3 clusters
  Score: Raw -4711377.453669 + Penalty 12032.356364 = -4699345.097305
  nChanged 0
		SP:Iteration 34F (68546.620000 sec): 3 clusters
  Score: Raw -4711377.453669 + Penalty 12032.356364 = -4699345.097305
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68546.640000 sec): 2 clusters
  Score: Raw -46799.861961 + Penalty 3398.809102 = -43401.052859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68546.640000 sec): 3 clusters
  Score: Raw -47723.692888 + Penalty 6797.618204 = -40926.074684
  nChanged 22
		SP:Iteration 1F (68546.650000 sec): 3 clusters
  Score: Raw -47864.347253 + Penalty 6797.618204 = -41066.729049
  nChanged 2
		SP:Iteration 2Q (68546.650000 sec): 3 clusters
  Score: Raw -47881.611430 + Penalty 6797.618204 = -41083.993226
  nChanged 1
		SP:Iteration 3Q (68546.650000 sec): 3 clusters
  Score: Raw -47888.733779 + Penalty 6797.618204 = -41091.115575
  nChanged 1
		SP:Iteration 4Q (68546.650000 sec): 3 clusters
  Score: Raw -47895.514116 + Penalty 6797.618204 = -41097.895912
  nChanged 0
		SP:Iteration 5F (68546.650000 sec): 3 clusters
  Score: Raw -47895.514116 + Penalty 6797.618204 = -41097.895912
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68546.840000 sec): 2 clusters
  Score: Raw -7352094.878845 + Penalty 6264.492346 = -7345830.386499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68547.050000 sec): 3 clusters
  Score: Raw -7337115.186471 + Penalty 12528.984691 = -7324586.201780
  nChanged 11548
		SP:Iteration 1F (68547.250000 sec): 3 clusters
  Score: Raw -7343323.152506 + Penalty 12528.984691 = -7330794.167815
  nChanged 1807
		SP:Iteration 2F (68547.450000 sec): 3 clusters
  Score: Raw -7344166.137609 + Penalty 12528.984691 = -7331637.152917
  nChanged 1449
		SP:Iteration 3F (68547.650000 sec): 3 clusters
  Score: Raw -7344837.869698 + Penalty 12528.984691 = -7332308.885006
  nChanged 1293
		SP:Iteration 4Q (68547.860000 sec): 3 clusters
  Score: Raw -7345449.709874 + Penalty 12528.984691 = -7332920.725183
  nChanged 1189
		SP:Iteration 5Q (68548.060000 sec): 3 clusters
  Score: Raw -7346039.374621 + Penalty 12528.984691 = -7333510.389929
  nChanged 1237
		SP:Iteration 6Q (68548.260000 sec): 3 clusters
  Score: Raw -7346689.662006 + Penalty 12528.984691 = -7334160.677315
  nChanged 1239
		SP:Iteration 7Q (68548.470000 sec): 3 clusters
  Score: Raw -7347385.600647 + Penalty 12528.984691 = -7334856.615956
  nChanged 1283
		SP:Iteration 8Q (68548.670000 sec): 3 clusters
  Score: Raw -7348174.061470 + Penalty 12528.984691 = -7335645.076779
  nChanged 1332
		SP:Iteration 9Q (68548.870000 sec): 3 clusters
  Score: Raw -7349025.590757 + Penalty 12528.984691 = -7336496.606066
  nChanged 1276
		SP:Iteration 10Q (68549.070000 sec): 3 clusters
  Score: Raw -7349830.181140 + Penalty 12528.984691 = -7337301.196448
  nChanged 1101
		SP:Iteration 11Q (68549.280000 sec): 3 clusters
  Score: Raw -7350509.434795 + Penalty 12528.984691 = -7337980.450103
  nChanged 903
		SP:Iteration 12Q (68549.480000 sec): 3 clusters
  Score: Raw -7351030.397252 + Penalty 12528.984691 = -7338501.412561
  nChanged 744
		SP:Iteration 13Q (68549.680000 sec): 3 clusters
  Score: Raw -7351428.191991 + Penalty 12528.984691 = -7338899.207300
  nChanged 605
		SP:Iteration 14Q (68549.880000 sec): 3 clusters
  Score: Raw -7351751.038903 + Penalty 12528.984691 = -7339222.054211
  nChanged 502
		SP:Iteration 15Q (68550.090000 sec): 3 clusters
  Score: Raw -7352018.292460 + Penalty 12528.984691 = -7339489.307769
  nChanged 424
		SP:Iteration 16Q (68550.290000 sec): 3 clusters
  Score: Raw -7352249.700150 + Penalty 12528.984691 = -7339720.715458
  nChanged 377
		SP:Iteration 17Q (68550.490000 sec): 3 clusters
  Score: Raw -7352457.348875 + Penalty 12528.984691 = -7339928.364183
  nChanged 292
		SP:Iteration 18Q (68550.680000 sec): 3 clusters
  Score: Raw -7352616.662927 + Penalty 12528.984691 = -7340087.678236
  nChanged 242
		SP:Iteration 19Q (68550.880000 sec): 3 clusters
  Score: Raw -7352740.143786 + Penalty 12528.984691 = -7340211.159095
  nChanged 188
		SP:Iteration 20F (68551.080000 sec): 3 clusters
  Score: Raw -7352843.701961 + Penalty 12528.984691 = -7340314.717269
  nChanged 168
		SP:Iteration 21Q (68551.280000 sec): 3 clusters
  Score: Raw -7352926.926393 + Penalty 12528.984691 = -7340397.941702
  nChanged 125
		SP:Iteration 22Q (68551.480000 sec): 3 clusters
  Score: Raw -7352992.173262 + Penalty 12528.984691 = -7340463.188571
  nChanged 119
		SP:Iteration 23Q (68551.670000 sec): 3 clusters
  Score: Raw -7353055.535690 + Penalty 12528.984691 = -7340526.550998
  nChanged 108
		SP:Iteration 24Q (68551.860000 sec): 3 clusters
  Score: Raw -7353106.461577 + Penalty 12528.984691 = -7340577.476885
  nChanged 93
		SP:Iteration 25Q (68552.050000 sec): 3 clusters
  Score: Raw -7353154.636289 + Penalty 12528.984691 = -7340625.651598
  nChanged 89
		SP:Iteration 26Q (68552.240000 sec): 3 clusters
  Score: Raw -7353198.833590 + Penalty 12528.984691 = -7340669.848898
  nChanged 76
		SP:Iteration 27Q (68552.420000 sec): 3 clusters
  Score: Raw -7353239.349844 + Penalty 12528.984691 = -7340710.365152
  nChanged 65
		SP:Iteration 28Q (68552.610000 sec): 3 clusters
  Score: Raw -7353270.894796 + Penalty 12528.984691 = -7340741.910104
  nChanged 37
		SP:Iteration 29Q (68552.800000 sec): 3 clusters
  Score: Raw -7353288.294133 + Penalty 12528.984691 = -7340759.309441
  nChanged 34
		SP:Iteration 30Q (68552.990000 sec): 3 clusters
  Score: Raw -7353307.523863 + Penalty 12528.984691 = -7340778.539171
  nChanged 44
		SP:Iteration 31Q (68553.170000 sec): 3 clusters
  Score: Raw -7353333.086967 + Penalty 12528.984691 = -7340804.102276
  nChanged 52
		SP:Iteration 32Q (68553.350000 sec): 3 clusters
  Score: Raw -7353360.302996 + Penalty 12528.984691 = -7340831.318305
  nChanged 43
		SP:Iteration 33Q (68553.540000 sec): 3 clusters
  Score: Raw -7353382.497091 + Penalty 12528.984691 = -7340853.512399
  nChanged 34
		SP:Iteration 34Q (68553.720000 sec): 3 clusters
  Score: Raw -7353398.470077 + Penalty 12528.984691 = -7340869.485385
  nChanged 29
		SP:Iteration 35Q (68553.900000 sec): 3 clusters
  Score: Raw -7353413.490500 + Penalty 12528.984691 = -7340884.505809
  nChanged 24
		SP:Iteration 36Q (68554.080000 sec): 3 clusters
  Score: Raw -7353424.929556 + Penalty 12528.984691 = -7340895.944864
  nChanged 21
		SP:Iteration 37Q (68554.260000 sec): 3 clusters
  Score: Raw -7353436.684895 + Penalty 12528.984691 = -7340907.700203
  nChanged 25
		SP:Iteration 38Q (68554.440000 sec): 3 clusters
  Score: Raw -7353451.907998 + Penalty 12528.984691 = -7340922.923306
  nChanged 23
		SP:Iteration 39Q (68554.620000 sec): 3 clusters
  Score: Raw -7353464.875181 + Penalty 12528.984691 = -7340935.890489
  nChanged 22
		SP:Iteration 40F (68554.820000 sec): 3 clusters
  Score: Raw -7353476.605703 + Penalty 12528.984691 = -7340947.621011
  nChanged 18
		SP:Iteration 41Q (68555.010000 sec): 3 clusters
  Score: Raw -7353487.001958 + Penalty 12528.984691 = -7340958.017266
  nChanged 19
		SP:Iteration 42Q (68555.190000 sec): 3 clusters
  Score: Raw -7353499.101302 + Penalty 12528.984691 = -7340970.116611
  nChanged 13
		SP:Iteration 43Q (68555.370000 sec): 3 clusters
  Score: Raw -7353505.864876 + Penalty 12528.984691 = -7340976.880185
  nChanged 13
		SP:Iteration 44Q (68555.540000 sec): 3 clusters
  Score: Raw -7353511.431294 + Penalty 12528.984691 = -7340982.446603
  nChanged 12
		SP:Iteration 45Q (68555.720000 sec): 3 clusters
  Score: Raw -7353517.805504 + Penalty 12528.984691 = -7340988.820812
  nChanged 12
		SP:Iteration 46Q (68555.900000 sec): 3 clusters
  Score: Raw -7353526.648244 + Penalty 12528.984691 = -7340997.663552
  nChanged 11
		SP:Iteration 47Q (68556.080000 sec): 3 clusters
  Score: Raw -7353532.625274 + Penalty 12528.984691 = -7341003.640582
  nChanged 13
		SP:Iteration 48Q (68556.260000 sec): 3 clusters
  Score: Raw -7353540.369881 + Penalty 12528.984691 = -7341011.385189
  nChanged 10
		SP:Iteration 49Q (68556.430000 sec): 3 clusters
  Score: Raw -7353545.436167 + Penalty 12528.984691 = -7341016.451475
  nChanged 8
		SP:Iteration 50Q (68556.610000 sec): 3 clusters
  Score: Raw -7353548.731263 + Penalty 12528.984691 = -7341019.746571
  nChanged 6
		SP:Iteration 51Q (68556.780000 sec): 3 clusters
  Score: Raw -7353551.188786 + Penalty 12528.984691 = -7341022.204094
  nChanged 3
		SP:Iteration 52Q (68556.960000 sec): 3 clusters
  Score: Raw -7353552.938642 + Penalty 12528.984691 = -7341023.953951
  nChanged 3
		SP:Iteration 53Q (68557.140000 sec): 3 clusters
  Score: Raw -7353554.937466 + Penalty 12528.984691 = -7341025.952774
  nChanged 2
		SP:Iteration 54Q (68557.320000 sec): 3 clusters
  Score: Raw -7353555.752923 + Penalty 12528.984691 = -7341026.768232
  nChanged 0
		SP:Iteration 55F (68557.530000 sec): 3 clusters
  Score: Raw -7353555.752923 + Penalty 12528.984691 = -7341026.768232
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68557.550000 sec): 2 clusters
  Score: Raw -115408.295909 + Penalty 3786.527005 = -111621.768904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68557.560000 sec): 3 clusters
  Score: Raw -116015.220406 + Penalty 7573.054011 = -108442.166395
  nChanged 42
		SP:Iteration 1F (68557.560000 sec): 3 clusters
  Score: Raw -116192.211076 + Penalty 7573.054011 = -108619.157066
  nChanged 14
		SP:Iteration 2Q (68557.560000 sec): 3 clusters
  Score: Raw -116250.531344 + Penalty 7573.054011 = -108677.477333
  nChanged 3
		SP:Iteration 3Q (68557.570000 sec): 3 clusters
  Score: Raw -116260.989139 + Penalty 7573.054011 = -108687.935128
  nChanged 3
		SP:Iteration 4Q (68557.570000 sec): 3 clusters
  Score: Raw -116275.241648 + Penalty 7573.054011 = -108702.187638
  nChanged 3
		SP:Iteration 5Q (68557.580000 sec): 3 clusters
  Score: Raw -116281.342819 + Penalty 7573.054011 = -108708.288809
  nChanged 1
		SP:Iteration 6Q (68557.580000 sec): 3 clusters
  Score: Raw -116287.870111 + Penalty 7573.054011 = -108714.816100
  nChanged 1
		SP:Iteration 7Q (68557.580000 sec): 3 clusters
  Score: Raw -116292.897184 + Penalty 7573.054011 = -108719.843174
  nChanged 0
		SP:Iteration 8F (68557.580000 sec): 3 clusters
  Score: Raw -116292.897184 + Penalty 7573.054011 = -108719.843174
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68557.680000 sec): 2 clusters
  Score: Raw -3558516.970538 + Penalty 5827.095366 = -3552689.875171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68557.780000 sec): 3 clusters
  Score: Raw -3551964.976320 + Penalty 11654.190732 = -3540310.785588
  nChanged 5185
		SP:Iteration 1F (68557.880000 sec): 3 clusters
  Score: Raw -3554850.671753 + Penalty 11654.190732 = -3543196.481021
  nChanged 972
		SP:Iteration 2F (68557.980000 sec): 3 clusters
  Score: Raw -3555516.275454 + Penalty 11654.190732 = -3543862.084721
  nChanged 794
		SP:Iteration 3F (68558.080000 sec): 3 clusters
  Score: Raw -3556103.869728 + Penalty 11654.190732 = -3544449.678996
  nChanged 724
		SP:Iteration 4F (68558.180000 sec): 3 clusters
  Score: Raw -3556715.871896 + Penalty 11654.190732 = -3545061.681164
  nChanged 745
		SP:Iteration 5F (68558.280000 sec): 3 clusters
  Score: Raw -3557372.569131 + Penalty 11654.190732 = -3545718.378398
  nChanged 738
		SP:Iteration 6F (68558.380000 sec): 3 clusters
  Score: Raw -3558113.508918 + Penalty 11654.190732 = -3546459.318186
  nChanged 780
		SP:Iteration 7F (68558.480000 sec): 3 clusters
  Score: Raw -3558862.321100 + Penalty 11654.190732 = -3547208.130368
  nChanged 684
		SP:Iteration 8F (68558.580000 sec): 3 clusters
  Score: Raw -3559462.219274 + Penalty 11654.190732 = -3547808.028542
  nChanged 557
		SP:Iteration 9Q (68558.670000 sec): 3 clusters
  Score: Raw -3559947.280622 + Penalty 11654.190732 = -3548293.089890
  nChanged 493
		SP:Iteration 10Q (68558.760000 sec): 3 clusters
  Score: Raw -3560323.977381 + Penalty 11654.190732 = -3548669.786648
  nChanged 369
		SP:Iteration 11Q (68558.860000 sec): 3 clusters
  Score: Raw -3560554.501367 + Penalty 11654.190732 = -3548900.310635
  nChanged 299
		SP:Iteration 12Q (68558.950000 sec): 3 clusters
  Score: Raw -3560724.523818 + Penalty 11654.190732 = -3549070.333086
  nChanged 248
		SP:Iteration 13Q (68559.040000 sec): 3 clusters
  Score: Raw -3560844.278613 + Penalty 11654.190732 = -3549190.087880
  nChanged 204
		SP:Iteration 14Q (68559.140000 sec): 3 clusters
  Score: Raw -3560941.178050 + Penalty 11654.190732 = -3549286.987318
  nChanged 167
		SP:Iteration 15Q (68559.220000 sec): 3 clusters
  Score: Raw -3561013.195471 + Penalty 11654.190732 = -3549359.004739
  nChanged 142
		SP:Iteration 16Q (68559.320000 sec): 3 clusters
  Score: Raw -3561065.647889 + Penalty 11654.190732 = -3549411.457156
  nChanged 101
		SP:Iteration 17Q (68559.410000 sec): 3 clusters
  Score: Raw -3561102.967895 + Penalty 11654.190732 = -3549448.777162
  nChanged 90
		SP:Iteration 18Q (68559.500000 sec): 3 clusters
  Score: Raw -3561132.528285 + Penalty 11654.190732 = -3549478.337552
  nChanged 96
		SP:Iteration 19Q (68559.590000 sec): 3 clusters
  Score: Raw -3561165.560600 + Penalty 11654.190732 = -3549511.369868
  nChanged 60
		SP:Iteration 20F (68559.690000 sec): 3 clusters
  Score: Raw -3561186.079987 + Penalty 11654.190732 = -3549531.889254
  nChanged 60
		SP:Iteration 21Q (68559.780000 sec): 3 clusters
  Score: Raw -3561203.141412 + Penalty 11654.190732 = -3549548.950679
  nChanged 50
		SP:Iteration 22Q (68559.870000 sec): 3 clusters
  Score: Raw -3561216.774638 + Penalty 11654.190732 = -3549562.583906
  nChanged 45
		SP:Iteration 23Q (68559.970000 sec): 3 clusters
  Score: Raw -3561227.781182 + Penalty 11654.190732 = -3549573.590449
  nChanged 34
		SP:Iteration 24Q (68560.060000 sec): 3 clusters
  Score: Raw -3561235.548314 + Penalty 11654.190732 = -3549581.357581
  nChanged 32
		SP:Iteration 25Q (68560.150000 sec): 3 clusters
  Score: Raw -3561242.917167 + Penalty 11654.190732 = -3549588.726435
  nChanged 25
		SP:Iteration 26Q (68560.240000 sec): 3 clusters
  Score: Raw -3561249.226355 + Penalty 11654.190732 = -3549595.035623
  nChanged 27
		SP:Iteration 27Q (68560.330000 sec): 3 clusters
  Score: Raw -3561256.511019 + Penalty 11654.190732 = -3549602.320287
  nChanged 26
		SP:Iteration 28Q (68560.420000 sec): 3 clusters
  Score: Raw -3561262.359817 + Penalty 11654.190732 = -3549608.169085
  nChanged 15
		SP:Iteration 29Q (68560.510000 sec): 3 clusters
  Score: Raw -3561266.225644 + Penalty 11654.190732 = -3549612.034912
  nChanged 13
		SP:Iteration 30Q (68560.610000 sec): 3 clusters
  Score: Raw -3561268.723748 + Penalty 11654.190732 = -3549614.533016
  nChanged 12
		SP:Iteration 31Q (68560.700000 sec): 3 clusters
  Score: Raw -3561271.399527 + Penalty 11654.190732 = -3549617.208795
  nChanged 11
		SP:Iteration 32Q (68560.790000 sec): 3 clusters
  Score: Raw -3561273.322666 + Penalty 11654.190732 = -3549619.131933
  nChanged 6
		SP:Iteration 33Q (68560.880000 sec): 3 clusters
  Score: Raw -3561274.801585 + Penalty 11654.190732 = -3549620.610853
  nChanged 4
		SP:Iteration 34Q (68560.970000 sec): 3 clusters
  Score: Raw -3561276.258031 + Penalty 11654.190732 = -3549622.067299
  nChanged 10
		SP:Iteration 35Q (68561.070000 sec): 3 clusters
  Score: Raw -3561278.373199 + Penalty 11654.190732 = -3549624.182466
  nChanged 11
		SP:Iteration 36Q (68561.160000 sec): 3 clusters
  Score: Raw -3561280.357605 + Penalty 11654.190732 = -3549626.166873
  nChanged 12
		SP:Iteration 37Q (68561.250000 sec): 3 clusters
  Score: Raw -3561282.245494 + Penalty 11654.190732 = -3549628.054762
  nChanged 5
		SP:Iteration 38Q (68561.350000 sec): 3 clusters
  Score: Raw -3561283.315330 + Penalty 11654.190732 = -3549629.124598
  nChanged 4
		SP:Iteration 39Q (68561.430000 sec): 3 clusters
  Score: Raw -3561284.073768 + Penalty 11654.190732 = -3549629.883036
  nChanged 3
		SP:Iteration 40F (68561.530000 sec): 3 clusters
  Score: Raw -3561284.535910 + Penalty 11654.190732 = -3549630.345178
  nChanged 2
		SP:Iteration 41Q (68561.620000 sec): 3 clusters
  Score: Raw -3561284.774583 + Penalty 11654.190732 = -3549630.583851
  nChanged 0
		SP:Iteration 42F (68561.720000 sec): 3 clusters
  Score: Raw -3561284.774583 + Penalty 11654.190732 = -3549630.583851
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68561.740000 sec): 2 clusters
  Score: Raw -368552.431649 + Penalty 4443.616946 = -364108.814703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68561.750000 sec): 3 clusters
  Score: Raw -368525.007077 + Penalty 8887.233892 = -359637.773185
  nChanged 294
		SP:Iteration 1F (68561.760000 sec): 3 clusters
  Score: Raw -368999.458030 + Penalty 8887.233892 = -360112.224138
  nChanged 115
		SP:Iteration 2F (68561.770000 sec): 3 clusters
  Score: Raw -369322.907270 + Penalty 8887.233892 = -360435.673378
  nChanged 115
		SP:Iteration 3F (68561.790000 sec): 3 clusters
  Score: Raw -369698.202879 + Penalty 8887.233892 = -360810.968986
  nChanged 84
		SP:Iteration 4F (68561.790000 sec): 3 clusters
  Score: Raw -370060.995298 + Penalty 8887.233892 = -361173.761406
  nChanged 72
		SP:Iteration 5F (68561.810000 sec): 3 clusters
  Score: Raw -370471.737942 + Penalty 8887.233892 = -361584.504049
  nChanged 62
		SP:Iteration 6Q (68561.810000 sec): 3 clusters
  Score: Raw -370808.574315 + Penalty 8887.233892 = -361921.340422
  nChanged 43
		SP:Iteration 7Q (68561.820000 sec): 3 clusters
  Score: Raw -371025.997228 + Penalty 8887.233892 = -362138.763336
  nChanged 32
		SP:Iteration 8Q (68561.830000 sec): 3 clusters
  Score: Raw -371169.783834 + Penalty 8887.233892 = -362282.549942
  nChanged 26
		SP:Iteration 9Q (68561.840000 sec): 3 clusters
  Score: Raw -371264.562262 + Penalty 8887.233892 = -362377.328369
  nChanged 14
		SP:Iteration 10Q (68561.850000 sec): 3 clusters
  Score: Raw -371319.491997 + Penalty 8887.233892 = -362432.258105
  nChanged 11
		SP:Iteration 11Q (68561.850000 sec): 3 clusters
  Score: Raw -371359.159257 + Penalty 8887.233892 = -362471.925365
  nChanged 9
		SP:Iteration 12Q (68561.860000 sec): 3 clusters
  Score: Raw -371394.159301 + Penalty 8887.233892 = -362506.925408
  nChanged 6
		SP:Iteration 13Q (68561.870000 sec): 3 clusters
  Score: Raw -371414.590513 + Penalty 8887.233892 = -362527.356621
  nChanged 8
		SP:Iteration 14Q (68561.880000 sec): 3 clusters
  Score: Raw -371449.051957 + Penalty 8887.233892 = -362561.818065
  nChanged 3
		SP:Iteration 15Q (68561.890000 sec): 3 clusters
  Score: Raw -371462.652178 + Penalty 8887.233892 = -362575.418286
  nChanged 3
		SP:Iteration 16Q (68561.890000 sec): 3 clusters
  Score: Raw -371469.066887 + Penalty 8887.233892 = -362581.832995
  nChanged 1
		SP:Iteration 17Q (68561.900000 sec): 3 clusters
  Score: Raw -371470.711369 + Penalty 8887.233892 = -362583.477476
  nChanged 0
		SP:Iteration 18F (68561.910000 sec): 3 clusters
  Score: Raw -371470.711369 + Penalty 8887.233892 = -362583.477476
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 54 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68561.920000 sec): 2 clusters
  Score: Raw -43291.925633 + Penalty 3173.842425 = -40118.083208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68561.920000 sec): 3 clusters
  Score: Raw -44308.007404 + Penalty 6347.684849 = -37960.322555
  nChanged 2
		SP:Iteration 1Q (68561.930000 sec): 3 clusters
  Score: Raw -44329.335755 + Penalty 6347.684849 = -37981.650906
  nChanged 0
		SP:Iteration 2F (68561.930000 sec): 3 clusters
  Score: Raw -44329.335755 + Penalty 6347.684849 = -37981.650906
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 55 (119028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68562.690000 sec): 2 clusters
  Score: Raw -31719738.466294 + Penalty 7158.357349 = -31712580.108945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68563.580000 sec): 3 clusters
  Score: Raw -31645979.577666 + Penalty 14316.714697 = -31631662.862969
  nChanged 54682
		SP:Iteration 1F (68564.460000 sec): 3 clusters
  Score: Raw -31676518.819843 + Penalty 14316.714697 = -31662202.105146
  nChanged 4604
		SP:Iteration 2Q (68565.350000 sec): 3 clusters
  Score: Raw -31677727.950794 + Penalty 14316.714697 = -31663411.236096
  nChanged 4275
		SP:Iteration 3Q (68566.230000 sec): 3 clusters
  Score: Raw -31678825.745427 + Penalty 14316.714697 = -31664509.030729
  nChanged 4023
		SP:Iteration 4Q (68567.110000 sec): 3 clusters
  Score: Raw -31679913.535183 + Penalty 14316.714697 = -31665596.820486
  nChanged 3928
		SP:Iteration 5Q (68568.000000 sec): 3 clusters
  Score: Raw -31681019.003474 + Penalty 14316.714697 = -31666702.288777
  nChanged 3851
		SP:Iteration 6Q (68568.880000 sec): 3 clusters
  Score: Raw -31682127.741762 + Penalty 14316.714697 = -31667811.027064
  nChanged 3806
		SP:Iteration 7Q (68569.760000 sec): 3 clusters
  Score: Raw -31683309.614282 + Penalty 14316.714697 = -31668992.899584
  nChanged 3870
		SP:Iteration 8Q (68570.680000 sec): 3 clusters
  Score: Raw -31684587.587707 + Penalty 14316.714697 = -31670270.873010
  nChanged 4049
		SP:Iteration 9Q (68571.580000 sec): 3 clusters
  Score: Raw -31685988.547587 + Penalty 14316.714697 = -31671671.832890
  nChanged 4164
		SP:Iteration 10Q (68572.480000 sec): 3 clusters
  Score: Raw -31687572.988087 + Penalty 14316.714697 = -31673256.273390
  nChanged 4430
		SP:Iteration 11Q (68573.380000 sec): 3 clusters
  Score: Raw -31689456.223999 + Penalty 14316.714697 = -31675139.509302
  nChanged 4823
		SP:Iteration 12Q (68574.260000 sec): 3 clusters
  Score: Raw -31691912.847977 + Penalty 14316.714697 = -31677596.133280
  nChanged 5511
		SP:Iteration 13Q (68575.130000 sec): 3 clusters
  Score: Raw -31695129.609212 + Penalty 14316.714697 = -31680812.894515
  nChanged 6161
		SP:Iteration 14F (68576.010000 sec): 3 clusters
  Score: Raw -31699114.751123 + Penalty 14316.714697 = -31684798.036426
  nChanged 6625
		SP:Iteration 15F (68576.880000 sec): 3 clusters
  Score: Raw -31703705.075756 + Penalty 14316.714697 = -31689388.361059
  nChanged 6421
		SP:Iteration 16F (68577.770000 sec): 3 clusters
  Score: Raw -31708314.157886 + Penalty 14316.714697 = -31693997.443189
  nChanged 5642
		SP:Iteration 17Q (68578.580000 sec): 3 clusters
  Score: Raw -31712413.624853 + Penalty 14316.714697 = -31698096.910156
  nChanged 4363
		SP:Iteration 18Q (68579.360000 sec): 3 clusters
  Score: Raw -31715525.003532 + Penalty 14316.714697 = -31701208.288835
  nChanged 3027
		SP:Iteration 19Q (68580.110000 sec): 3 clusters
  Score: Raw -31717606.927256 + Penalty 14316.714697 = -31703290.212559
  nChanged 1910
		SP:Iteration 20F (68580.990000 sec): 3 clusters
  Score: Raw -31718839.849018 + Penalty 14316.714697 = -31704523.134321
  nChanged 1197
		SP:Iteration 21Q (68581.670000 sec): 3 clusters
  Score: Raw -31719575.097662 + Penalty 14316.714697 = -31705258.382965
  nChanged 748
		SP:Iteration 22Q (68582.330000 sec): 3 clusters
  Score: Raw -31720015.860742 + Penalty 14316.714697 = -31705699.146044
  nChanged 483
		SP:Iteration 23Q (68582.970000 sec): 3 clusters
  Score: Raw -31720306.752911 + Penalty 14316.714697 = -31705990.038213
  nChanged 344
		SP:Iteration 24Q (68583.620000 sec): 3 clusters
  Score: Raw -31720507.936846 + Penalty 14316.714697 = -31706191.222149
  nChanged 226
		SP:Iteration 25Q (68584.270000 sec): 3 clusters
  Score: Raw -31720638.371249 + Penalty 14316.714697 = -31706321.656552
  nChanged 183
		SP:Iteration 26Q (68584.900000 sec): 3 clusters
  Score: Raw -31720743.034134 + Penalty 14316.714697 = -31706426.319437
  nChanged 136
		SP:Iteration 27Q (68585.520000 sec): 3 clusters
  Score: Raw -31720820.008528 + Penalty 14316.714697 = -31706503.293831
  nChanged 99
		SP:Iteration 28Q (68586.140000 sec): 3 clusters
  Score: Raw -31720871.751750 + Penalty 14316.714697 = -31706555.037052
  nChanged 75
		SP:Iteration 29Q (68586.760000 sec): 3 clusters
  Score: Raw -31720909.716913 + Penalty 14316.714697 = -31706593.002216
  nChanged 60
		SP:Iteration 30Q (68587.380000 sec): 3 clusters
  Score: Raw -31720938.528116 + Penalty 14316.714697 = -31706621.813418
  nChanged 56
		SP:Iteration 31Q (68587.990000 sec): 3 clusters
  Score: Raw -31720966.218261 + Penalty 14316.714697 = -31706649.503564
  nChanged 33
		SP:Iteration 32Q (68588.600000 sec): 3 clusters
  Score: Raw -31720981.313504 + Penalty 14316.714697 = -31706664.598807
  nChanged 27
		SP:Iteration 33Q (68589.210000 sec): 3 clusters
  Score: Raw -31720994.836244 + Penalty 14316.714697 = -31706678.121547
  nChanged 31
		SP:Iteration 34Q (68589.820000 sec): 3 clusters
  Score: Raw -31721009.553836 + Penalty 14316.714697 = -31706692.839139
  nChanged 27
		SP:Iteration 35Q (68590.450000 sec): 3 clusters
  Score: Raw -31721022.129110 + Penalty 14316.714697 = -31706705.414413
  nChanged 22
		SP:Iteration 36Q (68591.060000 sec): 3 clusters
  Score: Raw -31721032.346042 + Penalty 14316.714697 = -31706715.631344
  nChanged 17
		SP:Iteration 37Q (68591.670000 sec): 3 clusters
  Score: Raw -31721040.289728 + Penalty 14316.714697 = -31706723.575031
  nChanged 17
		SP:Iteration 38Q (68592.280000 sec): 3 clusters
  Score: Raw -31721047.979077 + Penalty 14316.714697 = -31706731.264380
  nChanged 9
		SP:Iteration 39Q (68592.890000 sec): 3 clusters
  Score: Raw -31721052.362501 + Penalty 14316.714697 = -31706735.647804
  nChanged 10
		SP:Iteration 40F (68593.780000 sec): 3 clusters
  Score: Raw -31721056.698288 + Penalty 14316.714697 = -31706739.983591
  nChanged 8
		SP:Iteration 41Q (68594.410000 sec): 3 clusters
  Score: Raw -31721060.409199 + Penalty 14316.714697 = -31706743.694502
  nChanged 10
		SP:Iteration 42Q (68595.040000 sec): 3 clusters
  Score: Raw -31721064.577448 + Penalty 14316.714697 = -31706747.862751
  nChanged 8
		SP:Iteration 43Q (68595.670000 sec): 3 clusters
  Score: Raw -31721068.401772 + Penalty 14316.714697 = -31706751.687075
  nChanged 7
		SP:Iteration 44Q (68596.300000 sec): 3 clusters
  Score: Raw -31721071.313471 + Penalty 14316.714697 = -31706754.598774
  nChanged 6
		SP:Iteration 45Q (68596.930000 sec): 3 clusters
  Score: Raw -31721074.286230 + Penalty 14316.714697 = -31706757.571533
  nChanged 3
		SP:Iteration 46Q (68597.550000 sec): 3 clusters
  Score: Raw -31721075.773099 + Penalty 14316.714697 = -31706759.058401
  nChanged 3
		SP:Iteration 47Q (68598.170000 sec): 3 clusters
  Score: Raw -31721076.831621 + Penalty 14316.714697 = -31706760.116924
  nChanged 2
		SP:Iteration 48Q (68598.810000 sec): 3 clusters
  Score: Raw -31721077.890904 + Penalty 14316.714697 = -31706761.176207
  nChanged 4
		SP:Iteration 49Q (68599.430000 sec): 3 clusters
  Score: Raw -31721080.023157 + Penalty 14316.714697 = -31706763.308460
  nChanged 3
		SP:Iteration 50Q (68600.060000 sec): 3 clusters
  Score: Raw -31721081.382397 + Penalty 14316.714697 = -31706764.667700
  nChanged 6
		SP:Iteration 51Q (68600.690000 sec): 3 clusters
  Score: Raw -31721084.234242 + Penalty 14316.714697 = -31706767.519545
  nChanged 2
		SP:Iteration 52Q (68601.310000 sec): 3 clusters
  Score: Raw -31721084.865903 + Penalty 14316.714697 = -31706768.151206
  nChanged 2
		SP:Iteration 53Q (68601.930000 sec): 3 clusters
  Score: Raw -31721085.602100 + Penalty 14316.714697 = -31706768.887403
  nChanged 0
		SP:Iteration 54F (68602.830000 sec): 3 clusters
  Score: Raw -31721085.602100 + Penalty 14316.714697 = -31706768.887403
  nChanged 0
Iteration 699Q (68635.320000 sec): 56 clusters
  Score: Raw -522540018.658984 + Penalty 488646.756571 = -522051371.902414
  nChanged 52
Iteration 700F (68921.330000 sec): 56 clusters
  Score: Raw -522540021.535980 + Penalty 488646.756571 = -522051374.779409
  nChanged 56
Iteration 701Q (68954.630000 sec): 56 clusters
  Score: Raw -522540024.325525 + Penalty 488646.756571 = -522051377.568954
  nChanged 60
Iteration 702Q (68987.910000 sec): 56 clusters
  Score: Raw -522540028.458603 + Penalty 488646.756571 = -522051381.702033
  nChanged 56
Iteration 703Q (69021.180000 sec): 56 clusters
  Score: Raw -522540031.478418 + Penalty 488646.756571 = -522051384.721847
  nChanged 45
Iteration 704Q (69054.390000 sec): 56 clusters
  Score: Raw -522540034.508200 + Penalty 488646.756571 = -522051387.751630
  nChanged 44
Iteration 705Q (69087.600000 sec): 56 clusters
  Score: Raw -522540037.429833 + Penalty 488646.756571 = -522051390.673262
  nChanged 52
Iteration 706Q (69120.820000 sec): 56 clusters
  Score: Raw -522540040.164704 + Penalty 488646.756571 = -522051393.408133
  nChanged 48
Iteration 707Q (69154.020000 sec): 56 clusters
  Score: Raw -522540043.199861 + Penalty 488646.756571 = -522051396.443290
  nChanged 62
Iteration 708Q (69187.190000 sec): 56 clusters
  Score: Raw -522540047.561619 + Penalty 488646.756571 = -522051400.805048
  nChanged 60
Iteration 709Q (69220.400000 sec): 56 clusters
  Score: Raw -522540051.468770 + Penalty 488646.756571 = -522051404.712199
  nChanged 69
Iteration 710Q (69253.610000 sec): 56 clusters
  Score: Raw -522540055.769555 + Penalty 488646.756571 = -522051409.012984
  nChanged 77
Iteration 711Q (69286.880000 sec): 56 clusters
  Score: Raw -522540059.993582 + Penalty 488646.756571 = -522051413.237012
  nChanged 57
Iteration 712Q (69320.240000 sec): 56 clusters
  Score: Raw -522540062.840753 + Penalty 488646.756571 = -522051416.084182
  nChanged 51
Iteration 713Q (69353.570000 sec): 56 clusters
  Score: Raw -522540065.483043 + Penalty 488646.756571 = -522051418.726472
  nChanged 47
Iteration 714Q (69386.860000 sec): 56 clusters
  Score: Raw -522540067.787990 + Penalty 488646.756571 = -522051421.031419
  nChanged 50
Iteration 715Q (69420.190000 sec): 56 clusters
  Score: Raw -522540069.958811 + Penalty 488646.756571 = -522051423.202241
  nChanged 48
Iteration 716Q (69453.540000 sec): 56 clusters
  Score: Raw -522540072.030388 + Penalty 488646.756571 = -522051425.273817
  nChanged 40
Iteration 717Q (69488.640000 sec): 56 clusters
  Score: Raw -522540074.137671 + Penalty 488646.756571 = -522051427.381101
  nChanged 42
Iteration 718Q (69523.800000 sec): 56 clusters
  Score: Raw -522540075.624806 + Penalty 488646.756571 = -522051428.868236
  nChanged 39
Iteration 719Q (69558.930000 sec): 56 clusters
  Score: Raw -522540077.360271 + Penalty 488646.756571 = -522051430.603700
  nChanged 44
Iteration 720F (69846.640000 sec): 56 clusters
  Score: Raw -522540079.992222 + Penalty 488646.756571 = -522051433.235651
  nChanged 48
Iteration 721Q (69879.200000 sec): 56 clusters
  Score: Raw -522540082.440003 + Penalty 488646.756571 = -522051435.683433
  nChanged 49
Iteration 722Q (69911.930000 sec): 56 clusters
  Score: Raw -522540084.571093 + Penalty 488646.756571 = -522051437.814522
  nChanged 46
Iteration 723Q (69944.080000 sec): 56 clusters
  Score: Raw -522540086.142833 + Penalty 488646.756571 = -522051439.386263
  nChanged 39
Iteration 724Q (69976.320000 sec): 56 clusters
  Score: Raw -522540087.446342 + Penalty 488646.756571 = -522051440.689771
  nChanged 27
Iteration 725Q (70008.690000 sec): 56 clusters
  Score: Raw -522540088.336001 + Penalty 488646.756571 = -522051441.579430
  nChanged 30
Iteration 726Q (70041.000000 sec): 56 clusters
  Score: Raw -522540089.709407 + Penalty 488646.756571 = -522051442.952836
  nChanged 24
Iteration 727Q (70073.270000 sec): 56 clusters
  Score: Raw -522540090.705845 + Penalty 488646.756571 = -522051443.949275
  nChanged 21
Iteration 728Q (70105.740000 sec): 56 clusters
  Score: Raw -522540091.601328 + Penalty 488646.756571 = -522051444.844758
  nChanged 18
Iteration 729Q (70138.510000 sec): 56 clusters
  Score: Raw -522540092.382423 + Penalty 488646.756571 = -522051445.625852
  nChanged 24
Iteration 730Q (70170.850000 sec): 56 clusters
  Score: Raw -522540093.148581 + Penalty 488646.756571 = -522051446.392011
  nChanged 20
Iteration 731Q (70203.370000 sec): 56 clusters
  Score: Raw -522540093.813682 + Penalty 488646.756571 = -522051447.057111
  nChanged 22
Iteration 732Q (70235.620000 sec): 56 clusters
  Score: Raw -522540094.533895 + Penalty 488646.756571 = -522051447.777324
  nChanged 15
Iteration 733Q (70267.830000 sec): 56 clusters
  Score: Raw -522540094.912429 + Penalty 488646.756571 = -522051448.155858
  nChanged 12
Iteration 734Q (70300.040000 sec): 56 clusters
  Score: Raw -522540095.236386 + Penalty 488646.756571 = -522051448.479815
  nChanged 11
Iteration 735Q (70332.080000 sec): 56 clusters
  Score: Raw -522540095.494593 + Penalty 488646.756571 = -522051448.738022
  nChanged 12
Iteration 736Q (70364.180000 sec): 56 clusters
  Score: Raw -522540095.734324 + Penalty 488646.756571 = -522051448.977754
  nChanged 9
Iteration 737Q (70396.890000 sec): 56 clusters
  Score: Raw -522540095.892678 + Penalty 488646.756571 = -522051449.136107
  nChanged 12
Iteration 738Q (70430.200000 sec): 56 clusters
  Score: Raw -522540096.172642 + Penalty 488646.756571 = -522051449.416072
  nChanged 16
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522540096.172642 + Penalty 488646.756571 = -522051449.416072
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (44255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70430.770000 sec): 2 clusters
  Score: Raw -11220223.822937 + Penalty 6552.355729 = -11213671.467208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70431.110000 sec): 3 clusters
  Score: Raw -11194926.296169 + Penalty 13104.711457 = -11181821.584712
  nChanged 19224
		SP:Iteration 1F (70431.450000 sec): 3 clusters
  Score: Raw -11206269.092583 + Penalty 13104.711457 = -11193164.381126
  nChanged 3064
		SP:Iteration 2F (70431.780000 sec): 3 clusters
  Score: Raw -11208165.053237 + Penalty 13104.711457 = -11195060.341780
  nChanged 2915
		SP:Iteration 3F (70432.120000 sec): 3 clusters
  Score: Raw -11209852.751468 + Penalty 13104.711457 = -11196748.040011
  nChanged 2698
		SP:Iteration 4F (70432.450000 sec): 3 clusters
  Score: Raw -11211436.483380 + Penalty 13104.711457 = -11198331.771923
  nChanged 2487
		SP:Iteration 5F (70432.790000 sec): 3 clusters
  Score: Raw -11212900.924949 + Penalty 13104.711457 = -11199796.213492
  nChanged 2336
		SP:Iteration 6F (70433.130000 sec): 3 clusters
  Score: Raw -11214135.294364 + Penalty 13104.711457 = -11201030.582906
  nChanged 1976
		SP:Iteration 7Q (70433.460000 sec): 3 clusters
  Score: Raw -11215168.140118 + Penalty 13104.711457 = -11202063.428661
  nChanged 1815
		SP:Iteration 8Q (70433.800000 sec): 3 clusters
  Score: Raw -11216074.166108 + Penalty 13104.711457 = -11202969.454650
  nChanged 1564
		SP:Iteration 9Q (70434.130000 sec): 3 clusters
  Score: Raw -11216835.478743 + Penalty 13104.711457 = -11203730.767286
  nChanged 1444
		SP:Iteration 10Q (70434.460000 sec): 3 clusters
  Score: Raw -11217556.526803 + Penalty 13104.711457 = -11204451.815346
  nChanged 1304
		SP:Iteration 11Q (70434.790000 sec): 3 clusters
  Score: Raw -11218243.351015 + Penalty 13104.711457 = -11205138.639557
  nChanged 1277
		SP:Iteration 12Q (70435.130000 sec): 3 clusters
  Score: Raw -11218932.612411 + Penalty 13104.711457 = -11205827.900954
  nChanged 1210
		SP:Iteration 13Q (70435.450000 sec): 3 clusters
  Score: Raw -11219618.508242 + Penalty 13104.711457 = -11206513.796785
  nChanged 1062
		SP:Iteration 14Q (70435.770000 sec): 3 clusters
  Score: Raw -11220200.968189 + Penalty 13104.711457 = -11207096.256731
  nChanged 927
		SP:Iteration 15Q (70436.090000 sec): 3 clusters
  Score: Raw -11220694.342968 + Penalty 13104.711457 = -11207589.631511
  nChanged 811
		SP:Iteration 16Q (70436.410000 sec): 3 clusters
  Score: Raw -11221116.240102 + Penalty 13104.711457 = -11208011.528645
  nChanged 680
		SP:Iteration 17Q (70436.720000 sec): 3 clusters
  Score: Raw -11221459.331840 + Penalty 13104.711457 = -11208354.620383
  nChanged 579
		SP:Iteration 18Q (70437.020000 sec): 3 clusters
  Score: Raw -11221769.642550 + Penalty 13104.711457 = -11208664.931093
  nChanged 507
		SP:Iteration 19Q (70437.320000 sec): 3 clusters
  Score: Raw -11222044.038550 + Penalty 13104.711457 = -11208939.327093
  nChanged 458
		SP:Iteration 20F (70437.660000 sec): 3 clusters
  Score: Raw -11222288.620178 + Penalty 13104.711457 = -11209183.908721
  nChanged 345
		SP:Iteration 21Q (70437.940000 sec): 3 clusters
  Score: Raw -11222437.097141 + Penalty 13104.711457 = -11209332.385684
  nChanged 291
		SP:Iteration 22Q (70438.220000 sec): 3 clusters
  Score: Raw -11222565.643344 + Penalty 13104.711457 = -11209460.931887
  nChanged 260
		SP:Iteration 23Q (70438.500000 sec): 3 clusters
  Score: Raw -11222687.123450 + Penalty 13104.711457 = -11209582.411993
  nChanged 219
		SP:Iteration 24Q (70438.780000 sec): 3 clusters
  Score: Raw -11222791.770502 + Penalty 13104.711457 = -11209687.059045
  nChanged 175
		SP:Iteration 25Q (70439.060000 sec): 3 clusters
  Score: Raw -11222870.087099 + Penalty 13104.711457 = -11209765.375642
  nChanged 172
		SP:Iteration 26Q (70439.340000 sec): 3 clusters
  Score: Raw -11222944.516823 + Penalty 13104.711457 = -11209839.805366
  nChanged 134
		SP:Iteration 27Q (70439.610000 sec): 3 clusters
  Score: Raw -11222997.834576 + Penalty 13104.711457 = -11209893.123119
  nChanged 121
		SP:Iteration 28Q (70439.880000 sec): 3 clusters
  Score: Raw -11223042.850489 + Penalty 13104.711457 = -11209938.139032
  nChanged 90
		SP:Iteration 29Q (70440.150000 sec): 3 clusters
  Score: Raw -11223075.938944 + Penalty 13104.711457 = -11209971.227487
  nChanged 75
		SP:Iteration 30Q (70440.420000 sec): 3 clusters
  Score: Raw -11223100.510949 + Penalty 13104.711457 = -11209995.799492
  nChanged 74
		SP:Iteration 31Q (70440.680000 sec): 3 clusters
  Score: Raw -11223124.371881 + Penalty 13104.711457 = -11210019.660424
  nChanged 55
		SP:Iteration 32Q (70440.950000 sec): 3 clusters
  Score: Raw -11223143.320481 + Penalty 13104.711457 = -11210038.609024
  nChanged 45
		SP:Iteration 33Q (70441.220000 sec): 3 clusters
  Score: Raw -11223161.274430 + Penalty 13104.711457 = -11210056.562973
  nChanged 52
		SP:Iteration 34Q (70441.480000 sec): 3 clusters
  Score: Raw -11223177.826170 + Penalty 13104.711457 = -11210073.114712
  nChanged 38
		SP:Iteration 35Q (70441.750000 sec): 3 clusters
  Score: Raw -11223189.439959 + Penalty 13104.711457 = -11210084.728502
  nChanged 34
		SP:Iteration 36Q (70442.020000 sec): 3 clusters
  Score: Raw -11223200.999297 + Penalty 13104.711457 = -11210096.287840
  nChanged 27
		SP:Iteration 37Q (70442.280000 sec): 3 clusters
  Score: Raw -11223209.811297 + Penalty 13104.711457 = -11210105.099840
  nChanged 33
		SP:Iteration 38Q (70442.550000 sec): 3 clusters
  Score: Raw -11223221.510651 + Penalty 13104.711457 = -11210116.799194
  nChanged 35
		SP:Iteration 39Q (70442.820000 sec): 3 clusters
  Score: Raw -11223232.222210 + Penalty 13104.711457 = -11210127.510753
  nChanged 27
		SP:Iteration 40F (70443.160000 sec): 3 clusters
  Score: Raw -11223241.307611 + Penalty 13104.711457 = -11210136.596154
  nChanged 32
		SP:Iteration 41Q (70443.420000 sec): 3 clusters
  Score: Raw -11223252.416066 + Penalty 13104.711457 = -11210147.704609
  nChanged 22
		SP:Iteration 42Q (70443.690000 sec): 3 clusters
  Score: Raw -11223258.169392 + Penalty 13104.711457 = -11210153.457935
  nChanged 14
		SP:Iteration 43Q (70443.960000 sec): 3 clusters
  Score: Raw -11223262.455559 + Penalty 13104.711457 = -11210157.744102
  nChanged 15
		SP:Iteration 44Q (70444.220000 sec): 3 clusters
  Score: Raw -11223267.013522 + Penalty 13104.711457 = -11210162.302065
  nChanged 18
		SP:Iteration 45Q (70444.480000 sec): 3 clusters
  Score: Raw -11223273.119035 + Penalty 13104.711457 = -11210168.407578
  nChanged 18
		SP:Iteration 46Q (70444.750000 sec): 3 clusters
  Score: Raw -11223278.147993 + Penalty 13104.711457 = -11210173.436536
  nChanged 14
		SP:Iteration 47Q (70445.020000 sec): 3 clusters
  Score: Raw -11223281.726975 + Penalty 13104.711457 = -11210177.015518
  nChanged 13
		SP:Iteration 48Q (70445.280000 sec): 3 clusters
  Score: Raw -11223285.052605 + Penalty 13104.711457 = -11210180.341148
  nChanged 6
		SP:Iteration 49Q (70445.540000 sec): 3 clusters
  Score: Raw -11223286.996014 + Penalty 13104.711457 = -11210182.284557
  nChanged 6
		SP:Iteration 50Q (70445.810000 sec): 3 clusters
  Score: Raw -11223288.664574 + Penalty 13104.711457 = -11210183.953117
  nChanged 7
		SP:Iteration 51Q (70446.080000 sec): 3 clusters
  Score: Raw -11223290.636977 + Penalty 13104.711457 = -11210185.925520
  nChanged 5
		SP:Iteration 52Q (70446.340000 sec): 3 clusters
  Score: Raw -11223292.044746 + Penalty 13104.711457 = -11210187.333289
  nChanged 6
		SP:Iteration 53Q (70446.600000 sec): 3 clusters
  Score: Raw -11223293.493381 + Penalty 13104.711457 = -11210188.781924
  nChanged 5
		SP:Iteration 54Q (70446.870000 sec): 3 clusters
  Score: Raw -11223294.363606 + Penalty 13104.711457 = -11210189.652149
  nChanged 1
		SP:Iteration 55Q (70447.130000 sec): 3 clusters
  Score: Raw -11223294.651032 + Penalty 13104.711457 = -11210189.939575
  nChanged 1
		SP:Iteration 56Q (70447.400000 sec): 3 clusters
  Score: Raw -11223294.871929 + Penalty 13104.711457 = -11210190.160472
  nChanged 0
		SP:Iteration 57F (70447.740000 sec): 3 clusters
  Score: Raw -11223294.871929 + Penalty 13104.711457 = -11210190.160472
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (33809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70447.950000 sec): 2 clusters
  Score: Raw -9030527.806712 + Penalty 6387.445420 = -9024140.361292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70448.210000 sec): 3 clusters
  Score: Raw -9011794.962162 + Penalty 12774.890840 = -8999020.071323
  nChanged 14272
		SP:Iteration 1F (70448.460000 sec): 3 clusters
  Score: Raw -9019522.192551 + Penalty 12774.890840 = -9006747.301711
  nChanged 2314
		SP:Iteration 2F (70448.710000 sec): 3 clusters
  Score: Raw -9020964.840202 + Penalty 12774.890840 = -9008189.949362
  nChanged 2344
		SP:Iteration 3F (70448.970000 sec): 3 clusters
  Score: Raw -9022908.951307 + Penalty 12774.890840 = -9010134.060467
  nChanged 2634
		SP:Iteration 4F (70449.220000 sec): 3 clusters
  Score: Raw -9025647.222344 + Penalty 12774.890840 = -9012872.331504
  nChanged 2873
		SP:Iteration 5F (70449.480000 sec): 3 clusters
  Score: Raw -9028488.740496 + Penalty 12774.890840 = -9015713.849656
  nChanged 2534
		SP:Iteration 6F (70449.730000 sec): 3 clusters
  Score: Raw -9030515.779110 + Penalty 12774.890840 = -9017740.888270
  nChanged 1883
		SP:Iteration 7F (70449.980000 sec): 3 clusters
  Score: Raw -9031658.419512 + Penalty 12774.890840 = -9018883.528672
  nChanged 1198
		SP:Iteration 8Q (70450.230000 sec): 3 clusters
  Score: Raw -9032278.516591 + Penalty 12774.890840 = -9019503.625751
  nChanged 771
		SP:Iteration 9Q (70450.490000 sec): 3 clusters
  Score: Raw -9032621.987220 + Penalty 12774.890840 = -9019847.096380
  nChanged 542
		SP:Iteration 10Q (70450.730000 sec): 3 clusters
  Score: Raw -9032847.229070 + Penalty 12774.890840 = -9020072.338230
  nChanged 407
		SP:Iteration 11Q (70450.990000 sec): 3 clusters
  Score: Raw -9033012.890132 + Penalty 12774.890840 = -9020237.999292
  nChanged 353
		SP:Iteration 12Q (70451.230000 sec): 3 clusters
  Score: Raw -9033155.018440 + Penalty 12774.890840 = -9020380.127600
  nChanged 315
		SP:Iteration 13Q (70451.490000 sec): 3 clusters
  Score: Raw -9033284.674527 + Penalty 12774.890840 = -9020509.783687
  nChanged 298
		SP:Iteration 14Q (70451.730000 sec): 3 clusters
  Score: Raw -9033420.113602 + Penalty 12774.890840 = -9020645.222762
  nChanged 264
		SP:Iteration 15Q (70451.980000 sec): 3 clusters
  Score: Raw -9033534.955746 + Penalty 12774.890840 = -9020760.064906
  nChanged 239
		SP:Iteration 16Q (70452.230000 sec): 3 clusters
  Score: Raw -9033646.323428 + Penalty 12774.890840 = -9020871.432588
  nChanged 229
		SP:Iteration 17Q (70452.470000 sec): 3 clusters
  Score: Raw -9033760.404610 + Penalty 12774.890840 = -9020985.513770
  nChanged 234
		SP:Iteration 18Q (70452.710000 sec): 3 clusters
  Score: Raw -9033880.394789 + Penalty 12774.890840 = -9021105.503950
  nChanged 225
		SP:Iteration 19Q (70452.950000 sec): 3 clusters
  Score: Raw -9034009.557004 + Penalty 12774.890840 = -9021234.666164
  nChanged 228
		SP:Iteration 20F (70453.210000 sec): 3 clusters
  Score: Raw -9034120.469813 + Penalty 12774.890840 = -9021345.578973
  nChanged 198
		SP:Iteration 21Q (70453.440000 sec): 3 clusters
  Score: Raw -9034223.555145 + Penalty 12774.890840 = -9021448.664305
  nChanged 189
		SP:Iteration 22Q (70453.670000 sec): 3 clusters
  Score: Raw -9034306.842546 + Penalty 12774.890840 = -9021531.951706
  nChanged 149
		SP:Iteration 23Q (70453.890000 sec): 3 clusters
  Score: Raw -9034375.408728 + Penalty 12774.890840 = -9021600.517888
  nChanged 125
		SP:Iteration 24Q (70454.110000 sec): 3 clusters
  Score: Raw -9034432.184851 + Penalty 12774.890840 = -9021657.294011
  nChanged 107
		SP:Iteration 25Q (70454.330000 sec): 3 clusters
  Score: Raw -9034471.861281 + Penalty 12774.890840 = -9021696.970441
  nChanged 89
		SP:Iteration 26Q (70454.550000 sec): 3 clusters
  Score: Raw -9034503.029605 + Penalty 12774.890840 = -9021728.138765
  nChanged 68
		SP:Iteration 27Q (70454.760000 sec): 3 clusters
  Score: Raw -9034522.058561 + Penalty 12774.890840 = -9021747.167722
  nChanged 41
		SP:Iteration 28Q (70454.970000 sec): 3 clusters
  Score: Raw -9034534.238490 + Penalty 12774.890840 = -9021759.347650
  nChanged 39
		SP:Iteration 29Q (70455.180000 sec): 3 clusters
  Score: Raw -9034546.450303 + Penalty 12774.890840 = -9021771.559463
  nChanged 34
		SP:Iteration 30Q (70455.390000 sec): 3 clusters
  Score: Raw -9034558.251400 + Penalty 12774.890840 = -9021783.360560
  nChanged 39
		SP:Iteration 31Q (70455.600000 sec): 3 clusters
  Score: Raw -9034570.217981 + Penalty 12774.890840 = -9021795.327141
  nChanged 24
		SP:Iteration 32Q (70455.810000 sec): 3 clusters
  Score: Raw -9034576.412029 + Penalty 12774.890840 = -9021801.521190
  nChanged 24
		SP:Iteration 33Q (70456.020000 sec): 3 clusters
  Score: Raw -9034581.685802 + Penalty 12774.890840 = -9021806.794962
  nChanged 21
		SP:Iteration 34Q (70456.230000 sec): 3 clusters
  Score: Raw -9034587.073441 + Penalty 12774.890840 = -9021812.182601
  nChanged 20
		SP:Iteration 35Q (70456.430000 sec): 3 clusters
  Score: Raw -9034592.187703 + Penalty 12774.890840 = -9021817.296863
  nChanged 15
		SP:Iteration 36Q (70456.640000 sec): 3 clusters
  Score: Raw -9034595.831839 + Penalty 12774.890840 = -9021820.940999
  nChanged 15
		SP:Iteration 37Q (70456.850000 sec): 3 clusters
  Score: Raw -9034599.489926 + Penalty 12774.890840 = -9021824.599087
  nChanged 8
		SP:Iteration 38Q (70457.050000 sec): 3 clusters
  Score: Raw -9034600.991834 + Penalty 12774.890840 = -9021826.100995
  nChanged 6
		SP:Iteration 39Q (70457.260000 sec): 3 clusters
  Score: Raw -9034602.188754 + Penalty 12774.890840 = -9021827.297914
  nChanged 7
		SP:Iteration 40F (70457.510000 sec): 3 clusters
  Score: Raw -9034603.982397 + Penalty 12774.890840 = -9021829.091558
  nChanged 15
		SP:Iteration 41Q (70457.720000 sec): 3 clusters
  Score: Raw -9034607.929796 + Penalty 12774.890840 = -9021833.038956
  nChanged 16
		SP:Iteration 42Q (70457.930000 sec): 3 clusters
  Score: Raw -9034611.697090 + Penalty 12774.890840 = -9021836.806251
  nChanged 15
		SP:Iteration 43Q (70458.130000 sec): 3 clusters
  Score: Raw -9034615.091392 + Penalty 12774.890840 = -9021840.200552
  nChanged 12
		SP:Iteration 44Q (70458.330000 sec): 3 clusters
  Score: Raw -9034618.550705 + Penalty 12774.890840 = -9021843.659865
  nChanged 13
		SP:Iteration 45Q (70458.540000 sec): 3 clusters
  Score: Raw -9034622.354695 + Penalty 12774.890840 = -9021847.463855
  nChanged 11
		SP:Iteration 46Q (70458.750000 sec): 3 clusters
  Score: Raw -9034625.551971 + Penalty 12774.890840 = -9021850.661131
  nChanged 13
		SP:Iteration 47Q (70458.950000 sec): 3 clusters
  Score: Raw -9034628.886490 + Penalty 12774.890840 = -9021853.995650
  nChanged 10
		SP:Iteration 48Q (70459.150000 sec): 3 clusters
  Score: Raw -9034630.414752 + Penalty 12774.890840 = -9021855.523912
  nChanged 5
		SP:Iteration 49Q (70459.360000 sec): 3 clusters
  Score: Raw -9034631.791383 + Penalty 12774.890840 = -9021856.900543
  nChanged 5
		SP:Iteration 50Q (70459.560000 sec): 3 clusters
  Score: Raw -9034633.185552 + Penalty 12774.890840 = -9021858.294712
  nChanged 4
		SP:Iteration 51Q (70459.770000 sec): 3 clusters
  Score: Raw -9034634.195602 + Penalty 12774.890840 = -9021859.304762
  nChanged 7
		SP:Iteration 52Q (70459.970000 sec): 3 clusters
  Score: Raw -9034635.822773 + Penalty 12774.890840 = -9021860.931933
  nChanged 9
		SP:Iteration 53Q (70460.170000 sec): 3 clusters
  Score: Raw -9034638.287176 + Penalty 12774.890840 = -9021863.396337
  nChanged 5
		SP:Iteration 54Q (70460.380000 sec): 3 clusters
  Score: Raw -9034639.579826 + Penalty 12774.890840 = -9021864.688986
  nChanged 9
		SP:Iteration 55Q (70460.580000 sec): 3 clusters
  Score: Raw -9034641.525467 + Penalty 12774.890840 = -9021866.634627
  nChanged 6
		SP:Iteration 56Q (70460.790000 sec): 3 clusters
  Score: Raw -9034642.938852 + Penalty 12774.890840 = -9021868.048013
  nChanged 7
		SP:Iteration 57Q (70460.990000 sec): 3 clusters
  Score: Raw -9034644.500481 + Penalty 12774.890840 = -9021869.609641
  nChanged 6
		SP:Iteration 58Q (70461.190000 sec): 3 clusters
  Score: Raw -9034645.798807 + Penalty 12774.890840 = -9021870.907967
  nChanged 8
		SP:Iteration 59Q (70461.400000 sec): 3 clusters
  Score: Raw -9034647.778815 + Penalty 12774.890840 = -9021872.887975
  nChanged 8
		SP:Iteration 60F (70461.650000 sec): 3 clusters
  Score: Raw -9034649.787894 + Penalty 12774.890840 = -9021874.897054
  nChanged 3
		SP:Iteration 61Q (70461.850000 sec): 3 clusters
  Score: Raw -9034650.521572 + Penalty 12774.890840 = -9021875.630733
  nChanged 2
		SP:Iteration 62Q (70462.050000 sec): 3 clusters
  Score: Raw -9034651.102269 + Penalty 12774.890840 = -9021876.211429
  nChanged 1
		SP:Iteration 63Q (70462.250000 sec): 3 clusters
  Score: Raw -9034651.285256 + Penalty 12774.890840 = -9021876.394416
  nChanged 1
		SP:Iteration 64Q (70462.440000 sec): 3 clusters
  Score: Raw -9034651.591014 + Penalty 12774.890840 = -9021876.700174
  nChanged 2
		SP:Iteration 65Q (70462.630000 sec): 3 clusters
  Score: Raw -9034651.956670 + Penalty 12774.890840 = -9021877.065831
  nChanged 3
		SP:Iteration 66Q (70462.830000 sec): 3 clusters
  Score: Raw -9034652.539327 + Penalty 12774.890840 = -9021877.648487
  nChanged 1
		SP:Iteration 67Q (70463.020000 sec): 3 clusters
  Score: Raw -9034652.629518 + Penalty 12774.890840 = -9021877.738678
  nChanged 0
		SP:Iteration 68F (70463.260000 sec): 3 clusters
  Score: Raw -9034652.629518 + Penalty 12774.890840 = -9021877.738678
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (124979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70464.040000 sec): 2 clusters
  Score: Raw -33466034.395238 + Penalty 7188.239364 = -33458846.155874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70464.950000 sec): 3 clusters
  Score: Raw -33388701.242612 + Penalty 14376.478728 = -33374324.763884
  nChanged 57662
		SP:Iteration 1F (70465.860000 sec): 3 clusters
  Score: Raw -33420640.042561 + Penalty 14376.478728 = -33406263.563833
  nChanged 4763
		SP:Iteration 2Q (70466.770000 sec): 3 clusters
  Score: Raw -33421856.882473 + Penalty 14376.478728 = -33407480.403746
  nChanged 4361
		SP:Iteration 3Q (70467.680000 sec): 3 clusters
  Score: Raw -33422966.327217 + Penalty 14376.478728 = -33408589.848489
  nChanged 4169
		SP:Iteration 4Q (70468.590000 sec): 3 clusters
  Score: Raw -33424128.076487 + Penalty 14376.478728 = -33409751.597759
  nChanged 4409
		SP:Iteration 5Q (70469.500000 sec): 3 clusters
  Score: Raw -33425596.352121 + Penalty 14376.478728 = -33411219.873393
  nChanged 5132
		SP:Iteration 6Q (70470.410000 sec): 3 clusters
  Score: Raw -33427736.572233 + Penalty 14376.478728 = -33413360.093506
  nChanged 6389
		SP:Iteration 7F (70471.310000 sec): 3 clusters
  Score: Raw -33431101.883201 + Penalty 14376.478728 = -33416725.404474
  nChanged 8042
		SP:Iteration 8F (70472.220000 sec): 3 clusters
  Score: Raw -33436482.936851 + Penalty 14376.478728 = -33422106.458124
  nChanged 9459
		SP:Iteration 9F (70473.140000 sec): 3 clusters
  Score: Raw -33444121.304439 + Penalty 14376.478728 = -33429744.825712
  nChanged 9569
		SP:Iteration 10F (70474.050000 sec): 3 clusters
  Score: Raw -33452925.936424 + Penalty 14376.478728 = -33438549.457696
  nChanged 7382
		SP:Iteration 11F (70474.950000 sec): 3 clusters
  Score: Raw -33459829.607197 + Penalty 14376.478728 = -33445453.128469
  nChanged 4219
		SP:Iteration 12Q (70475.810000 sec): 3 clusters
  Score: Raw -33463583.497758 + Penalty 14376.478728 = -33449207.019030
  nChanged 1986
		SP:Iteration 13Q (70476.590000 sec): 3 clusters
  Score: Raw -33465328.361909 + Penalty 14376.478728 = -33450951.883181
  nChanged 812
		SP:Iteration 14Q (70477.310000 sec): 3 clusters
  Score: Raw -33466066.054506 + Penalty 14376.478728 = -33451689.575779
  nChanged 374
		SP:Iteration 15Q (70477.990000 sec): 3 clusters
  Score: Raw -33466425.156649 + Penalty 14376.478728 = -33452048.677922
  nChanged 185
		SP:Iteration 16Q (70478.650000 sec): 3 clusters
  Score: Raw -33466617.163183 + Penalty 14376.478728 = -33452240.684456
  nChanged 108
		SP:Iteration 17Q (70479.290000 sec): 3 clusters
  Score: Raw -33466726.783513 + Penalty 14376.478728 = -33452350.304785
  nChanged 68
		SP:Iteration 18Q (70479.930000 sec): 3 clusters
  Score: Raw -33466798.947779 + Penalty 14376.478728 = -33452422.469051
  nChanged 49
		SP:Iteration 19Q (70480.570000 sec): 3 clusters
  Score: Raw -33466845.398490 + Penalty 14376.478728 = -33452468.919762
  nChanged 30
		SP:Iteration 20F (70481.470000 sec): 3 clusters
  Score: Raw -33466871.295466 + Penalty 14376.478728 = -33452494.816739
  nChanged 23
		SP:Iteration 21Q (70482.100000 sec): 3 clusters
  Score: Raw -33466892.196629 + Penalty 14376.478728 = -33452515.717901
  nChanged 14
		SP:Iteration 22Q (70482.740000 sec): 3 clusters
  Score: Raw -33466903.868460 + Penalty 14376.478728 = -33452527.389733
  nChanged 10
		SP:Iteration 23Q (70483.370000 sec): 3 clusters
  Score: Raw -33466911.516636 + Penalty 14376.478728 = -33452535.037908
  nChanged 12
		SP:Iteration 24Q (70484.020000 sec): 3 clusters
  Score: Raw -33466922.629542 + Penalty 14376.478728 = -33452546.150814
  nChanged 11
		SP:Iteration 25Q (70484.660000 sec): 3 clusters
  Score: Raw -33466936.547040 + Penalty 14376.478728 = -33452560.068312
  nChanged 18
		SP:Iteration 26Q (70485.290000 sec): 3 clusters
  Score: Raw -33466954.954985 + Penalty 14376.478728 = -33452578.476257
  nChanged 11
		SP:Iteration 27Q (70485.920000 sec): 3 clusters
  Score: Raw -33466965.922574 + Penalty 14376.478728 = -33452589.443847
  nChanged 8
		SP:Iteration 28Q (70486.540000 sec): 3 clusters
  Score: Raw -33466971.363995 + Penalty 14376.478728 = -33452594.885268
  nChanged 5
		SP:Iteration 29Q (70487.170000 sec): 3 clusters
  Score: Raw -33466975.052071 + Penalty 14376.478728 = -33452598.573343
  nChanged 1
		SP:Iteration 30Q (70487.790000 sec): 3 clusters
  Score: Raw -33466975.715360 + Penalty 14376.478728 = -33452599.236632
  nChanged 0
		SP:Iteration 31F (70488.700000 sec): 3 clusters
  Score: Raw -33466975.715360 + Penalty 14376.478728 = -33452599.236632
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70488.780000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70488.780000 sec): 3 clusters
  Score: Raw -45488.954213 + Penalty 6508.677324 = -38980.276889
  nChanged 5
		SP:Iteration 1Q (70488.780000 sec): 3 clusters
  Score: Raw -45536.216483 + Penalty 6508.677324 = -39027.539159
  nChanged 1
		SP:Iteration 2Q (70488.780000 sec): 3 clusters
  Score: Raw -45543.452779 + Penalty 6508.677324 = -39034.775454
  nChanged 0
		SP:Iteration 3F (70488.790000 sec): 3 clusters
  Score: Raw -45543.452779 + Penalty 6508.677324 = -39034.775454
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70488.800000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70488.800000 sec): 3 clusters
  Score: Raw -136428.154969 + Penalty 7674.993986 = -128753.160983
  nChanged 51
		SP:Iteration 1F (70488.800000 sec): 3 clusters
  Score: Raw -136639.701426 + Penalty 7674.993986 = -128964.707440
  nChanged 9
		SP:Iteration 2Q (70488.810000 sec): 3 clusters
  Score: Raw -136676.970446 + Penalty 7674.993986 = -129001.976460
  nChanged 4
		SP:Iteration 3Q (70488.810000 sec): 3 clusters
  Score: Raw -136697.279606 + Penalty 7674.993986 = -129022.285620
  nChanged 2
		SP:Iteration 4Q (70488.820000 sec): 3 clusters
  Score: Raw -136706.527320 + Penalty 7674.993986 = -129031.533335
  nChanged 1
		SP:Iteration 5Q (70488.820000 sec): 3 clusters
  Score: Raw -136711.087418 + Penalty 7674.993986 = -129036.093433
  nChanged 0
		SP:Iteration 6F (70488.820000 sec): 3 clusters
  Score: Raw -136711.087418 + Penalty 7674.993986 = -129036.093433
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (104658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70489.490000 sec): 2 clusters
  Score: Raw -27953881.652459 + Penalty 7079.552567 = -27946802.099892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70490.260000 sec): 3 clusters
  Score: Raw -27889707.929367 + Penalty 14159.105134 = -27875548.824233
  nChanged 47940
		SP:Iteration 1F (70491.020000 sec): 3 clusters
  Score: Raw -27916108.062402 + Penalty 14159.105134 = -27901948.957269
  nChanged 4162
		SP:Iteration 2Q (70491.800000 sec): 3 clusters
  Score: Raw -27917295.633768 + Penalty 14159.105134 = -27903136.528634
  nChanged 4143
		SP:Iteration 3Q (70492.570000 sec): 3 clusters
  Score: Raw -27918579.316461 + Penalty 14159.105134 = -27904420.211328
  nChanged 4353
		SP:Iteration 4Q (70493.340000 sec): 3 clusters
  Score: Raw -27920247.241409 + Penalty 14159.105134 = -27906088.136275
  nChanged 5249
		SP:Iteration 5F (70494.110000 sec): 3 clusters
  Score: Raw -27922848.084245 + Penalty 14159.105134 = -27908688.979112
  nChanged 6406
		SP:Iteration 6F (70494.880000 sec): 3 clusters
  Score: Raw -27926798.122594 + Penalty 14159.105134 = -27912639.017461
  nChanged 7254
		SP:Iteration 7F (70495.650000 sec): 3 clusters
  Score: Raw -27931970.778906 + Penalty 14159.105134 = -27917811.673772
  nChanged 7358
		SP:Iteration 8F (70496.420000 sec): 3 clusters
  Score: Raw -27937686.739348 + Penalty 14159.105134 = -27923527.634214
  nChanged 6549
		SP:Iteration 9F (70497.190000 sec): 3 clusters
  Score: Raw -27943156.085988 + Penalty 14159.105134 = -27928996.980854
  nChanged 5162
		SP:Iteration 10Q (70497.960000 sec): 3 clusters
  Score: Raw -27947657.041781 + Penalty 14159.105134 = -27933497.936648
  nChanged 3537
		SP:Iteration 11Q (70498.710000 sec): 3 clusters
  Score: Raw -27950850.793774 + Penalty 14159.105134 = -27936691.688640
  nChanged 2027
		SP:Iteration 12Q (70499.420000 sec): 3 clusters
  Score: Raw -27952728.151300 + Penalty 14159.105134 = -27938569.046166
  nChanged 1037
		SP:Iteration 13Q (70500.070000 sec): 3 clusters
  Score: Raw -27953711.933604 + Penalty 14159.105134 = -27939552.828471
  nChanged 560
		SP:Iteration 14Q (70500.670000 sec): 3 clusters
  Score: Raw -27954257.943445 + Penalty 14159.105134 = -27940098.838311
  nChanged 371
		SP:Iteration 15Q (70501.250000 sec): 3 clusters
  Score: Raw -27954629.838285 + Penalty 14159.105134 = -27940470.733151
  nChanged 286
		SP:Iteration 16Q (70501.800000 sec): 3 clusters
  Score: Raw -27954882.081036 + Penalty 14159.105134 = -27940722.975903
  nChanged 198
		SP:Iteration 17Q (70502.350000 sec): 3 clusters
  Score: Raw -27955035.897868 + Penalty 14159.105134 = -27940876.792734
  nChanged 170
		SP:Iteration 18Q (70502.900000 sec): 3 clusters
  Score: Raw -27955172.580559 + Penalty 14159.105134 = -27941013.475426
  nChanged 164
		SP:Iteration 19Q (70503.440000 sec): 3 clusters
  Score: Raw -27955307.581028 + Penalty 14159.105134 = -27941148.475895
  nChanged 158
		SP:Iteration 20F (70504.220000 sec): 3 clusters
  Score: Raw -27955444.899333 + Penalty 14159.105134 = -27941285.794200
  nChanged 169
		SP:Iteration 21Q (70504.760000 sec): 3 clusters
  Score: Raw -27955615.339101 + Penalty 14159.105134 = -27941456.233967
  nChanged 226
		SP:Iteration 22Q (70505.300000 sec): 3 clusters
  Score: Raw -27955854.494654 + Penalty 14159.105134 = -27941695.389520
  nChanged 230
		SP:Iteration 23Q (70505.840000 sec): 3 clusters
  Score: Raw -27956088.583101 + Penalty 14159.105134 = -27941929.477967
  nChanged 226
		SP:Iteration 24Q (70506.370000 sec): 3 clusters
  Score: Raw -27956280.705078 + Penalty 14159.105134 = -27942121.599944
  nChanged 255
		SP:Iteration 25Q (70506.910000 sec): 3 clusters
  Score: Raw -27956506.145418 + Penalty 14159.105134 = -27942347.040284
  nChanged 288
		SP:Iteration 26Q (70507.460000 sec): 3 clusters
  Score: Raw -27956730.080397 + Penalty 14159.105134 = -27942570.975263
  nChanged 283
		SP:Iteration 27Q (70508.000000 sec): 3 clusters
  Score: Raw -27956941.354508 + Penalty 14159.105134 = -27942782.249375
  nChanged 278
		SP:Iteration 28Q (70508.550000 sec): 3 clusters
  Score: Raw -27957146.582878 + Penalty 14159.105134 = -27942987.477745
  nChanged 325
		SP:Iteration 29Q (70509.100000 sec): 3 clusters
  Score: Raw -27957384.225953 + Penalty 14159.105134 = -27943225.120819
  nChanged 325
		SP:Iteration 30Q (70509.650000 sec): 3 clusters
  Score: Raw -27957604.985867 + Penalty 14159.105134 = -27943445.880734
  nChanged 350
		SP:Iteration 31Q (70510.200000 sec): 3 clusters
  Score: Raw -27957843.900756 + Penalty 14159.105134 = -27943684.795623
  nChanged 371
		SP:Iteration 32Q (70510.730000 sec): 3 clusters
  Score: Raw -27958087.898220 + Penalty 14159.105134 = -27943928.793086
  nChanged 339
		SP:Iteration 33Q (70511.270000 sec): 3 clusters
  Score: Raw -27958268.962160 + Penalty 14159.105134 = -27944109.857026
  nChanged 270
		SP:Iteration 34Q (70511.800000 sec): 3 clusters
  Score: Raw -27958401.663308 + Penalty 14159.105134 = -27944242.558175
  nChanged 227
		SP:Iteration 35Q (70512.330000 sec): 3 clusters
  Score: Raw -27958496.832139 + Penalty 14159.105134 = -27944337.727005
  nChanged 208
		SP:Iteration 36Q (70512.860000 sec): 3 clusters
  Score: Raw -27958580.436529 + Penalty 14159.105134 = -27944421.331396
  nChanged 175
		SP:Iteration 37Q (70513.390000 sec): 3 clusters
  Score: Raw -27958641.041897 + Penalty 14159.105134 = -27944481.936763
  nChanged 145
		SP:Iteration 38Q (70513.920000 sec): 3 clusters
  Score: Raw -27958688.708530 + Penalty 14159.105134 = -27944529.603396
  nChanged 104
		SP:Iteration 39Q (70514.450000 sec): 3 clusters
  Score: Raw -27958719.547885 + Penalty 14159.105134 = -27944560.442751
  nChanged 84
		SP:Iteration 40F (70515.220000 sec): 3 clusters
  Score: Raw -27958932.827283 + Penalty 14159.105134 = -27944773.722150
  nChanged 299
		SP:Iteration 41Q (70515.770000 sec): 3 clusters
  Score: Raw -27959087.375428 + Penalty 14159.105134 = -27944928.270295
  nChanged 251
		SP:Iteration 42Q (70516.330000 sec): 3 clusters
  Score: Raw -27959183.958224 + Penalty 14159.105134 = -27945024.853090
  nChanged 226
		SP:Iteration 43Q (70516.890000 sec): 3 clusters
  Score: Raw -27959256.452461 + Penalty 14159.105134 = -27945097.347327
  nChanged 184
		SP:Iteration 44Q (70517.430000 sec): 3 clusters
  Score: Raw -27959308.805133 + Penalty 14159.105134 = -27945149.700000
  nChanged 149
		SP:Iteration 45Q (70517.970000 sec): 3 clusters
  Score: Raw -27959345.111232 + Penalty 14159.105134 = -27945186.006099
  nChanged 123
		SP:Iteration 46Q (70518.530000 sec): 3 clusters
  Score: Raw -27959373.008071 + Penalty 14159.105134 = -27945213.902937
  nChanged 103
		SP:Iteration 47Q (70519.090000 sec): 3 clusters
  Score: Raw -27959394.562424 + Penalty 14159.105134 = -27945235.457290
  nChanged 93
		SP:Iteration 48Q (70519.650000 sec): 3 clusters
  Score: Raw -27959413.328056 + Penalty 14159.105134 = -27945254.222922
  nChanged 81
		SP:Iteration 49Q (70520.210000 sec): 3 clusters
  Score: Raw -27959430.056421 + Penalty 14159.105134 = -27945270.951287
  nChanged 59
		SP:Iteration 50Q (70520.780000 sec): 3 clusters
  Score: Raw -27959440.401936 + Penalty 14159.105134 = -27945281.296803
  nChanged 51
		SP:Iteration 51Q (70521.330000 sec): 3 clusters
  Score: Raw -27959448.805799 + Penalty 14159.105134 = -27945289.700665
  nChanged 50
		SP:Iteration 52Q (70521.870000 sec): 3 clusters
  Score: Raw -27959455.915420 + Penalty 14159.105134 = -27945296.810287
  nChanged 35
		SP:Iteration 53Q (70522.420000 sec): 3 clusters
  Score: Raw -27959460.741481 + Penalty 14159.105134 = -27945301.636347
  nChanged 24
		SP:Iteration 54Q (70522.960000 sec): 3 clusters
  Score: Raw -27959463.787015 + Penalty 14159.105134 = -27945304.681882
  nChanged 24
		SP:Iteration 55Q (70523.520000 sec): 3 clusters
  Score: Raw -27959467.355539 + Penalty 14159.105134 = -27945308.250405
  nChanged 21
		SP:Iteration 56Q (70524.090000 sec): 3 clusters
  Score: Raw -27959469.927107 + Penalty 14159.105134 = -27945310.821973
  nChanged 21
		SP:Iteration 57Q (70524.650000 sec): 3 clusters
  Score: Raw -27959473.325811 + Penalty 14159.105134 = -27945314.220677
  nChanged 22
		SP:Iteration 58Q (70525.210000 sec): 3 clusters
  Score: Raw -27959476.737989 + Penalty 14159.105134 = -27945317.632855
  nChanged 21
		SP:Iteration 59Q (70525.770000 sec): 3 clusters
  Score: Raw -27959479.533016 + Penalty 14159.105134 = -27945320.427882
  nChanged 17
		SP:Iteration 60F (70526.570000 sec): 3 clusters
  Score: Raw -27959481.584243 + Penalty 14159.105134 = -27945322.479109
  nChanged 10
		SP:Iteration 61Q (70527.130000 sec): 3 clusters
  Score: Raw -27959482.597251 + Penalty 14159.105134 = -27945323.492117
  nChanged 6
		SP:Iteration 62Q (70527.690000 sec): 3 clusters
  Score: Raw -27959483.502209 + Penalty 14159.105134 = -27945324.397075
  nChanged 4
		SP:Iteration 63Q (70528.240000 sec): 3 clusters
  Score: Raw -27959484.002061 + Penalty 14159.105134 = -27945324.896928
  nChanged 3
		SP:Iteration 64Q (70528.790000 sec): 3 clusters
  Score: Raw -27959484.385430 + Penalty 14159.105134 = -27945325.280297
  nChanged 1
		SP:Iteration 65Q (70529.340000 sec): 3 clusters
  Score: Raw -27959484.527527 + Penalty 14159.105134 = -27945325.422393
  nChanged 1
		SP:Iteration 66Q (70529.900000 sec): 3 clusters
  Score: Raw -27959484.695187 + Penalty 14159.105134 = -27945325.590053
  nChanged 3
		SP:Iteration 67Q (70530.450000 sec): 3 clusters
  Score: Raw -27959484.989900 + Penalty 14159.105134 = -27945325.884767
  nChanged 2
		SP:Iteration 68Q (70531.010000 sec): 3 clusters
  Score: Raw -27959485.181974 + Penalty 14159.105134 = -27945326.076841
  nChanged 2
		SP:Iteration 69Q (70531.560000 sec): 3 clusters
  Score: Raw -27959485.475820 + Penalty 14159.105134 = -27945326.370686
  nChanged 2
		SP:Iteration 70Q (70532.110000 sec): 3 clusters
  Score: Raw -27959485.629510 + Penalty 14159.105134 = -27945326.524376
  nChanged 1
		SP:Iteration 71Q (70532.670000 sec): 3 clusters
  Score: Raw -27959485.709197 + Penalty 14159.105134 = -27945326.604063
  nChanged 0
		SP:Iteration 72F (70533.430000 sec): 3 clusters
  Score: Raw -27959485.709197 + Penalty 14159.105134 = -27945326.604063
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (16899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70533.590000 sec): 2 clusters
  Score: Raw -4480472.682390 + Penalty 5962.693458 = -4474509.988932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70533.710000 sec): 3 clusters
  Score: Raw -4471936.808145 + Penalty 11925.386916 = -4460011.421228
  nChanged 6781
		SP:Iteration 1F (70533.830000 sec): 3 clusters
  Score: Raw -4475616.663522 + Penalty 11925.386916 = -4463691.276605
  nChanged 1275
		SP:Iteration 2F (70533.960000 sec): 3 clusters
  Score: Raw -4476323.772778 + Penalty 11925.386916 = -4464398.385861
  nChanged 928
		SP:Iteration 3F (70534.080000 sec): 3 clusters
  Score: Raw -4476845.794033 + Penalty 11925.386916 = -4464920.407117
  nChanged 841
		SP:Iteration 4Q (70534.210000 sec): 3 clusters
  Score: Raw -4477360.354405 + Penalty 11925.386916 = -4465434.967489
  nChanged 834
		SP:Iteration 5Q (70534.340000 sec): 3 clusters
  Score: Raw -4477919.057256 + Penalty 11925.386916 = -4465993.670340
  nChanged 844
		SP:Iteration 6Q (70534.470000 sec): 3 clusters
  Score: Raw -4478519.703764 + Penalty 11925.386916 = -4466594.316848
  nChanged 864
		SP:Iteration 7F (70534.590000 sec): 3 clusters
  Score: Raw -4479167.440099 + Penalty 11925.386916 = -4467242.053183
  nChanged 812
		SP:Iteration 8Q (70534.720000 sec): 3 clusters
  Score: Raw -4479778.664201 + Penalty 11925.386916 = -4467853.277284
  nChanged 740
		SP:Iteration 9Q (70534.850000 sec): 3 clusters
  Score: Raw -4480303.706570 + Penalty 11925.386916 = -4468378.319653
  nChanged 655
		SP:Iteration 10Q (70534.970000 sec): 3 clusters
  Score: Raw -4480773.543166 + Penalty 11925.386916 = -4468848.156250
  nChanged 554
		SP:Iteration 11Q (70535.100000 sec): 3 clusters
  Score: Raw -4481167.599908 + Penalty 11925.386916 = -4469242.212991
  nChanged 487
		SP:Iteration 12Q (70535.230000 sec): 3 clusters
  Score: Raw -4481518.499030 + Penalty 11925.386916 = -4469593.112114
  nChanged 409
		SP:Iteration 13Q (70535.350000 sec): 3 clusters
  Score: Raw -4481790.074242 + Penalty 11925.386916 = -4469864.687326
  nChanged 325
		SP:Iteration 14Q (70535.470000 sec): 3 clusters
  Score: Raw -4481978.222963 + Penalty 11925.386916 = -4470052.836047
  nChanged 261
		SP:Iteration 15Q (70535.600000 sec): 3 clusters
  Score: Raw -4482128.635172 + Penalty 11925.386916 = -4470203.248256
  nChanged 229
		SP:Iteration 16Q (70535.730000 sec): 3 clusters
  Score: Raw -4482276.366453 + Penalty 11925.386916 = -4470350.979537
  nChanged 205
		SP:Iteration 17Q (70535.850000 sec): 3 clusters
  Score: Raw -4482394.957102 + Penalty 11925.386916 = -4470469.570186
  nChanged 187
		SP:Iteration 18Q (70535.970000 sec): 3 clusters
  Score: Raw -4482501.128360 + Penalty 11925.386916 = -4470575.741444
  nChanged 169
		SP:Iteration 19Q (70536.090000 sec): 3 clusters
  Score: Raw -4482609.018278 + Penalty 11925.386916 = -4470683.631361
  nChanged 130
		SP:Iteration 20F (70536.210000 sec): 3 clusters
  Score: Raw -4482691.593632 + Penalty 11925.386916 = -4470766.206716
  nChanged 104
		SP:Iteration 21Q (70536.330000 sec): 3 clusters
  Score: Raw -4482755.733582 + Penalty 11925.386916 = -4470830.346666
  nChanged 97
		SP:Iteration 22Q (70536.450000 sec): 3 clusters
  Score: Raw -4482808.842227 + Penalty 11925.386916 = -4470883.455311
  nChanged 85
		SP:Iteration 23Q (70536.570000 sec): 3 clusters
  Score: Raw -4482851.028743 + Penalty 11925.386916 = -4470925.641826
  nChanged 68
		SP:Iteration 24Q (70536.680000 sec): 3 clusters
  Score: Raw -4482884.842226 + Penalty 11925.386916 = -4470959.455310
  nChanged 54
		SP:Iteration 25Q (70536.800000 sec): 3 clusters
  Score: Raw -4482906.196624 + Penalty 11925.386916 = -4470980.809708
  nChanged 43
		SP:Iteration 26Q (70536.920000 sec): 3 clusters
  Score: Raw -4482922.192379 + Penalty 11925.386916 = -4470996.805463
  nChanged 37
		SP:Iteration 27Q (70537.030000 sec): 3 clusters
  Score: Raw -4482937.581591 + Penalty 11925.386916 = -4471012.194674
  nChanged 37
		SP:Iteration 28Q (70537.150000 sec): 3 clusters
  Score: Raw -4482954.523269 + Penalty 11925.386916 = -4471029.136352
  nChanged 34
		SP:Iteration 29Q (70537.270000 sec): 3 clusters
  Score: Raw -4482971.098306 + Penalty 11925.386916 = -4471045.711389
  nChanged 31
		SP:Iteration 30Q (70537.380000 sec): 3 clusters
  Score: Raw -4482984.498782 + Penalty 11925.386916 = -4471059.111866
  nChanged 22
		SP:Iteration 31Q (70537.500000 sec): 3 clusters
  Score: Raw -4482994.478473 + Penalty 11925.386916 = -4471069.091557
  nChanged 25
		SP:Iteration 32Q (70537.610000 sec): 3 clusters
  Score: Raw -4483004.676543 + Penalty 11925.386916 = -4471079.289626
  nChanged 21
		SP:Iteration 33Q (70537.730000 sec): 3 clusters
  Score: Raw -4483012.216076 + Penalty 11925.386916 = -4471086.829159
  nChanged 11
		SP:Iteration 34Q (70537.840000 sec): 3 clusters
  Score: Raw -4483016.645695 + Penalty 11925.386916 = -4471091.258779
  nChanged 7
		SP:Iteration 35Q (70537.960000 sec): 3 clusters
  Score: Raw -4483019.201685 + Penalty 11925.386916 = -4471093.814769
  nChanged 8
		SP:Iteration 36Q (70538.070000 sec): 3 clusters
  Score: Raw -4483021.755441 + Penalty 11925.386916 = -4471096.368525
  nChanged 2
		SP:Iteration 37Q (70538.190000 sec): 3 clusters
  Score: Raw -4483022.364214 + Penalty 11925.386916 = -4471096.977298
  nChanged 2
		SP:Iteration 38Q (70538.300000 sec): 3 clusters
  Score: Raw -4483022.809964 + Penalty 11925.386916 = -4471097.423047
  nChanged 1
		SP:Iteration 39Q (70538.410000 sec): 3 clusters
  Score: Raw -4483023.086062 + Penalty 11925.386916 = -4471097.699146
  nChanged 1
		SP:Iteration 40F (70538.540000 sec): 3 clusters
  Score: Raw -4483023.344477 + Penalty 11925.386916 = -4471097.957561
  nChanged 1
		SP:Iteration 41Q (70538.650000 sec): 3 clusters
  Score: Raw -4483023.796104 + Penalty 11925.386916 = -4471098.409188
  nChanged 2
		SP:Iteration 42Q (70538.770000 sec): 3 clusters
  Score: Raw -4483024.541938 + Penalty 11925.386916 = -4471099.155022
  nChanged 2
		SP:Iteration 43Q (70538.880000 sec): 3 clusters
  Score: Raw -4483025.336819 + Penalty 11925.386916 = -4471099.949903
  nChanged 2
		SP:Iteration 44Q (70538.990000 sec): 3 clusters
  Score: Raw -4483025.918584 + Penalty 11925.386916 = -4471100.531668
  nChanged 3
		SP:Iteration 45Q (70539.110000 sec): 3 clusters
  Score: Raw -4483026.846281 + Penalty 11925.386916 = -4471101.459365
  nChanged 1
		SP:Iteration 46Q (70539.230000 sec): 3 clusters
  Score: Raw -4483027.331888 + Penalty 11925.386916 = -4471101.944972
  nChanged 1
		SP:Iteration 47Q (70539.340000 sec): 3 clusters
  Score: Raw -4483027.810175 + Penalty 11925.386916 = -4471102.423258
  nChanged 0
		SP:Iteration 48F (70539.460000 sec): 3 clusters
  Score: Raw -4483027.810175 + Penalty 11925.386916 = -4471102.423258
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70539.670000 sec): 2 clusters
  Score: Raw -8532493.150099 + Penalty 6354.796071 = -8526138.354027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70539.900000 sec): 3 clusters
  Score: Raw -8514687.517211 + Penalty 12709.592143 = -8501977.925068
  nChanged 13513
		SP:Iteration 1F (70540.130000 sec): 3 clusters
  Score: Raw -8521700.136737 + Penalty 12709.592143 = -8508990.544594
  nChanged 1995
		SP:Iteration 2F (70540.370000 sec): 3 clusters
  Score: Raw -8522593.983892 + Penalty 12709.592143 = -8509884.391749
  nChanged 1606
		SP:Iteration 3F (70540.610000 sec): 3 clusters
  Score: Raw -8523309.591449 + Penalty 12709.592143 = -8510599.999307
  nChanged 1510
		SP:Iteration 4Q (70540.840000 sec): 3 clusters
  Score: Raw -8524030.115749 + Penalty 12709.592143 = -8511320.523606
  nChanged 1536
		SP:Iteration 5Q (70541.080000 sec): 3 clusters
  Score: Raw -8524863.202536 + Penalty 12709.592143 = -8512153.610393
  nChanged 1647
		SP:Iteration 6F (70541.320000 sec): 3 clusters
  Score: Raw -8525886.088135 + Penalty 12709.592143 = -8513176.495992
  nChanged 1853
		SP:Iteration 7F (70541.550000 sec): 3 clusters
  Score: Raw -8527111.837359 + Penalty 12709.592143 = -8514402.245216
  nChanged 1888
		SP:Iteration 8F (70541.790000 sec): 3 clusters
  Score: Raw -8528437.635033 + Penalty 12709.592143 = -8515728.042890
  nChanged 1889
		SP:Iteration 9F (70542.030000 sec): 3 clusters
  Score: Raw -8529795.788902 + Penalty 12709.592143 = -8517086.196759
  nChanged 1713
		SP:Iteration 10F (70542.260000 sec): 3 clusters
  Score: Raw -8530962.981371 + Penalty 12709.592143 = -8518253.389228
  nChanged 1428
		SP:Iteration 11Q (70542.490000 sec): 3 clusters
  Score: Raw -8531855.181150 + Penalty 12709.592143 = -8519145.589007
  nChanged 1129
		SP:Iteration 12Q (70542.730000 sec): 3 clusters
  Score: Raw -8532471.487420 + Penalty 12709.592143 = -8519761.895277
  nChanged 878
		SP:Iteration 13Q (70542.960000 sec): 3 clusters
  Score: Raw -8532907.108035 + Penalty 12709.592143 = -8520197.515892
  nChanged 695
		SP:Iteration 14Q (70543.190000 sec): 3 clusters
  Score: Raw -8533230.813970 + Penalty 12709.592143 = -8520521.221827
  nChanged 552
		SP:Iteration 15Q (70543.430000 sec): 3 clusters
  Score: Raw -8533468.100468 + Penalty 12709.592143 = -8520758.508325
  nChanged 423
		SP:Iteration 16Q (70543.650000 sec): 3 clusters
  Score: Raw -8533628.509238 + Penalty 12709.592143 = -8520918.917095
  nChanged 306
		SP:Iteration 17Q (70543.890000 sec): 3 clusters
  Score: Raw -8533743.314163 + Penalty 12709.592143 = -8521033.722020
  nChanged 265
		SP:Iteration 18Q (70544.120000 sec): 3 clusters
  Score: Raw -8533836.129392 + Penalty 12709.592143 = -8521126.537249
  nChanged 226
		SP:Iteration 19Q (70544.340000 sec): 3 clusters
  Score: Raw -8533911.203017 + Penalty 12709.592143 = -8521201.610874
  nChanged 183
		SP:Iteration 20F (70544.580000 sec): 3 clusters
  Score: Raw -8533973.095259 + Penalty 12709.592143 = -8521263.503116
  nChanged 131
		SP:Iteration 21Q (70544.800000 sec): 3 clusters
  Score: Raw -8534015.364738 + Penalty 12709.592143 = -8521305.772595
  nChanged 102
		SP:Iteration 22Q (70545.030000 sec): 3 clusters
  Score: Raw -8534046.593840 + Penalty 12709.592143 = -8521337.001697
  nChanged 82
		SP:Iteration 23Q (70545.260000 sec): 3 clusters
  Score: Raw -8534070.928664 + Penalty 12709.592143 = -8521361.336521
  nChanged 80
		SP:Iteration 24Q (70545.480000 sec): 3 clusters
  Score: Raw -8534096.861286 + Penalty 12709.592143 = -8521387.269143
  nChanged 76
		SP:Iteration 25Q (70545.700000 sec): 3 clusters
  Score: Raw -8534118.440856 + Penalty 12709.592143 = -8521408.848713
  nChanged 61
		SP:Iteration 26Q (70545.940000 sec): 3 clusters
  Score: Raw -8534136.733317 + Penalty 12709.592143 = -8521427.141175
  nChanged 46
		SP:Iteration 27Q (70546.170000 sec): 3 clusters
  Score: Raw -8534148.486443 + Penalty 12709.592143 = -8521438.894301
  nChanged 33
		SP:Iteration 28Q (70546.400000 sec): 3 clusters
  Score: Raw -8534157.094331 + Penalty 12709.592143 = -8521447.502188
  nChanged 31
		SP:Iteration 29Q (70546.630000 sec): 3 clusters
  Score: Raw -8534164.891031 + Penalty 12709.592143 = -8521455.298888
  nChanged 19
		SP:Iteration 30Q (70546.860000 sec): 3 clusters
  Score: Raw -8534168.705406 + Penalty 12709.592143 = -8521459.113263
  nChanged 18
		SP:Iteration 31Q (70547.100000 sec): 3 clusters
  Score: Raw -8534173.265718 + Penalty 12709.592143 = -8521463.673575
  nChanged 14
		SP:Iteration 32Q (70547.320000 sec): 3 clusters
  Score: Raw -8534176.393774 + Penalty 12709.592143 = -8521466.801631
  nChanged 7
		SP:Iteration 33Q (70547.560000 sec): 3 clusters
  Score: Raw -8534177.949331 + Penalty 12709.592143 = -8521468.357188
  nChanged 11
		SP:Iteration 34Q (70547.790000 sec): 3 clusters
  Score: Raw -8534180.340518 + Penalty 12709.592143 = -8521470.748376
  nChanged 9
		SP:Iteration 35Q (70548.020000 sec): 3 clusters
  Score: Raw -8534182.109253 + Penalty 12709.592143 = -8521472.517110
  nChanged 9
		SP:Iteration 36Q (70548.250000 sec): 3 clusters
  Score: Raw -8534184.035255 + Penalty 12709.592143 = -8521474.443112
  nChanged 9
		SP:Iteration 37Q (70548.480000 sec): 3 clusters
  Score: Raw -8534186.140539 + Penalty 12709.592143 = -8521476.548396
  nChanged 8
		SP:Iteration 38Q (70548.720000 sec): 3 clusters
  Score: Raw -8534188.377200 + Penalty 12709.592143 = -8521478.785057
  nChanged 8
		SP:Iteration 39Q (70548.950000 sec): 3 clusters
  Score: Raw -8534189.787127 + Penalty 12709.592143 = -8521480.194984
  nChanged 5
		SP:Iteration 40F (70549.190000 sec): 3 clusters
  Score: Raw -8534191.318123 + Penalty 12709.592143 = -8521481.725980
  nChanged 9
		SP:Iteration 41Q (70549.420000 sec): 3 clusters
  Score: Raw -8534192.829714 + Penalty 12709.592143 = -8521483.237571
  nChanged 3
		SP:Iteration 42Q (70549.660000 sec): 3 clusters
  Score: Raw -8534193.357500 + Penalty 12709.592143 = -8521483.765357
  nChanged 1
		SP:Iteration 43Q (70549.890000 sec): 3 clusters
  Score: Raw -8534193.528233 + Penalty 12709.592143 = -8521483.936090
  nChanged 1
		SP:Iteration 44Q (70550.120000 sec): 3 clusters
  Score: Raw -8534193.661465 + Penalty 12709.592143 = -8521484.069323
  nChanged 0
		SP:Iteration 45F (70550.360000 sec): 3 clusters
  Score: Raw -8534193.661465 + Penalty 12709.592143 = -8521484.069323
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (9044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70550.440000 sec): 2 clusters
  Score: Raw -2353062.841561 + Penalty 5579.787310 = -2347483.054250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70550.500000 sec): 3 clusters
  Score: Raw -2349092.709114 + Penalty 11159.574621 = -2337933.134493
  nChanged 3230
		SP:Iteration 1F (70550.570000 sec): 3 clusters
  Score: Raw -2350980.193318 + Penalty 11159.574621 = -2339820.618697
  nChanged 687
		SP:Iteration 2F (70550.640000 sec): 3 clusters
  Score: Raw -2351463.551365 + Penalty 11159.574621 = -2340303.976744
  nChanged 476
		SP:Iteration 3F (70550.710000 sec): 3 clusters
  Score: Raw -2351749.305500 + Penalty 11159.574621 = -2340589.730879
  nChanged 299
		SP:Iteration 4Q (70550.780000 sec): 3 clusters
  Score: Raw -2351916.631748 + Penalty 11159.574621 = -2340757.057127
  nChanged 231
		SP:Iteration 5Q (70550.840000 sec): 3 clusters
  Score: Raw -2352047.870851 + Penalty 11159.574621 = -2340888.296230
  nChanged 221
		SP:Iteration 6Q (70550.910000 sec): 3 clusters
  Score: Raw -2352161.271541 + Penalty 11159.574621 = -2341001.696921
  nChanged 160
		SP:Iteration 7Q (70550.980000 sec): 3 clusters
  Score: Raw -2352242.971028 + Penalty 11159.574621 = -2341083.396407
  nChanged 120
		SP:Iteration 8Q (70551.050000 sec): 3 clusters
  Score: Raw -2352295.635603 + Penalty 11159.574621 = -2341136.060982
  nChanged 104
		SP:Iteration 9Q (70551.120000 sec): 3 clusters
  Score: Raw -2352344.159429 + Penalty 11159.574621 = -2341184.584808
  nChanged 114
		SP:Iteration 10Q (70551.180000 sec): 3 clusters
  Score: Raw -2352399.110296 + Penalty 11159.574621 = -2341239.535675
  nChanged 88
		SP:Iteration 11Q (70551.250000 sec): 3 clusters
  Score: Raw -2352441.577997 + Penalty 11159.574621 = -2341282.003377
  nChanged 86
		SP:Iteration 12Q (70551.320000 sec): 3 clusters
  Score: Raw -2352482.314381 + Penalty 11159.574621 = -2341322.739760
  nChanged 89
		SP:Iteration 13Q (70551.380000 sec): 3 clusters
  Score: Raw -2352525.546123 + Penalty 11159.574621 = -2341365.971502
  nChanged 87
		SP:Iteration 14Q (70551.450000 sec): 3 clusters
  Score: Raw -2352564.995191 + Penalty 11159.574621 = -2341405.420570
  nChanged 79
		SP:Iteration 15Q (70551.520000 sec): 3 clusters
  Score: Raw -2352599.440898 + Penalty 11159.574621 = -2341439.866277
  nChanged 76
		SP:Iteration 16Q (70551.580000 sec): 3 clusters
  Score: Raw -2352637.403804 + Penalty 11159.574621 = -2341477.829183
  nChanged 70
		SP:Iteration 17Q (70551.650000 sec): 3 clusters
  Score: Raw -2352670.547776 + Penalty 11159.574621 = -2341510.973155
  nChanged 70
		SP:Iteration 18Q (70551.720000 sec): 3 clusters
  Score: Raw -2352699.421867 + Penalty 11159.574621 = -2341539.847246
  nChanged 75
		SP:Iteration 19Q (70551.790000 sec): 3 clusters
  Score: Raw -2352727.087413 + Penalty 11159.574621 = -2341567.512792
  nChanged 66
		SP:Iteration 20F (70551.860000 sec): 3 clusters
  Score: Raw -2352754.771106 + Penalty 11159.574621 = -2341595.196485
  nChanged 65
		SP:Iteration 21Q (70551.920000 sec): 3 clusters
  Score: Raw -2352781.610258 + Penalty 11159.574621 = -2341622.035637
  nChanged 62
		SP:Iteration 22Q (70551.990000 sec): 3 clusters
  Score: Raw -2352807.372359 + Penalty 11159.574621 = -2341647.797738
  nChanged 61
		SP:Iteration 23Q (70552.060000 sec): 3 clusters
  Score: Raw -2352836.272609 + Penalty 11159.574621 = -2341676.697988
  nChanged 67
		SP:Iteration 24Q (70552.120000 sec): 3 clusters
  Score: Raw -2352864.840925 + Penalty 11159.574621 = -2341705.266304
  nChanged 62
		SP:Iteration 25Q (70552.190000 sec): 3 clusters
  Score: Raw -2352895.262291 + Penalty 11159.574621 = -2341735.687670
  nChanged 68
		SP:Iteration 26Q (70552.260000 sec): 3 clusters
  Score: Raw -2352928.191108 + Penalty 11159.574621 = -2341768.616487
  nChanged 66
		SP:Iteration 27Q (70552.320000 sec): 3 clusters
  Score: Raw -2352956.711250 + Penalty 11159.574621 = -2341797.136629
  nChanged 61
		SP:Iteration 28Q (70552.390000 sec): 3 clusters
  Score: Raw -2352982.738990 + Penalty 11159.574621 = -2341823.164369
  nChanged 64
		SP:Iteration 29Q (70552.450000 sec): 3 clusters
  Score: Raw -2353011.912967 + Penalty 11159.574621 = -2341852.338346
  nChanged 63
		SP:Iteration 30Q (70552.520000 sec): 3 clusters
  Score: Raw -2353039.610082 + Penalty 11159.574621 = -2341880.035461
  nChanged 62
		SP:Iteration 31Q (70552.580000 sec): 3 clusters
  Score: Raw -2353069.688752 + Penalty 11159.574621 = -2341910.114131
  nChanged 70
		SP:Iteration 32Q (70552.650000 sec): 3 clusters
  Score: Raw -2353101.413922 + Penalty 11159.574621 = -2341941.839301
  nChanged 60
		SP:Iteration 33Q (70552.720000 sec): 3 clusters
  Score: Raw -2353129.074773 + Penalty 11159.574621 = -2341969.500152
  nChanged 65
		SP:Iteration 34Q (70552.780000 sec): 3 clusters
  Score: Raw -2353158.377194 + Penalty 11159.574621 = -2341998.802573
  nChanged 72
		SP:Iteration 35Q (70552.850000 sec): 3 clusters
  Score: Raw -2353192.810056 + Penalty 11159.574621 = -2342033.235435
  nChanged 73
		SP:Iteration 36Q (70552.920000 sec): 3 clusters
  Score: Raw -2353227.718568 + Penalty 11159.574621 = -2342068.143947
  nChanged 82
		SP:Iteration 37Q (70552.980000 sec): 3 clusters
  Score: Raw -2353277.254091 + Penalty 11159.574621 = -2342117.679470
  nChanged 100
		SP:Iteration 38Q (70553.050000 sec): 3 clusters
  Score: Raw -2353332.442075 + Penalty 11159.574621 = -2342172.867454
  nChanged 73
		SP:Iteration 39Q (70553.110000 sec): 3 clusters
  Score: Raw -2353375.778175 + Penalty 11159.574621 = -2342216.203554
  nChanged 63
		SP:Iteration 40F (70553.180000 sec): 3 clusters
  Score: Raw -2353410.067185 + Penalty 11159.574621 = -2342250.492564
  nChanged 53
		SP:Iteration 41Q (70553.240000 sec): 3 clusters
  Score: Raw -2353436.609969 + Penalty 11159.574621 = -2342277.035348
  nChanged 51
		SP:Iteration 42Q (70553.310000 sec): 3 clusters
  Score: Raw -2353460.587938 + Penalty 11159.574621 = -2342301.013317
  nChanged 39
		SP:Iteration 43Q (70553.380000 sec): 3 clusters
  Score: Raw -2353479.961970 + Penalty 11159.574621 = -2342320.387349
  nChanged 35
		SP:Iteration 44Q (70553.440000 sec): 3 clusters
  Score: Raw -2353497.461412 + Penalty 11159.574621 = -2342337.886792
  nChanged 51
		SP:Iteration 45Q (70553.500000 sec): 3 clusters
  Score: Raw -2353520.587817 + Penalty 11159.574621 = -2342361.013196
  nChanged 39
		SP:Iteration 46Q (70553.570000 sec): 3 clusters
  Score: Raw -2353541.527303 + Penalty 11159.574621 = -2342381.952682
  nChanged 44
		SP:Iteration 47Q (70553.640000 sec): 3 clusters
  Score: Raw -2353562.672697 + Penalty 11159.574621 = -2342403.098076
  nChanged 36
		SP:Iteration 48Q (70553.700000 sec): 3 clusters
  Score: Raw -2353581.192251 + Penalty 11159.574621 = -2342421.617630
  nChanged 28
		SP:Iteration 49Q (70553.760000 sec): 3 clusters
  Score: Raw -2353594.432065 + Penalty 11159.574621 = -2342434.857444
  nChanged 29
		SP:Iteration 50Q (70553.830000 sec): 3 clusters
  Score: Raw -2353609.404846 + Penalty 11159.574621 = -2342449.830225
  nChanged 34
		SP:Iteration 51Q (70553.890000 sec): 3 clusters
  Score: Raw -2353626.063891 + Penalty 11159.574621 = -2342466.489270
  nChanged 40
		SP:Iteration 52Q (70553.960000 sec): 3 clusters
  Score: Raw -2353649.855377 + Penalty 11159.574621 = -2342490.280756
  nChanged 40
		SP:Iteration 53Q (70554.020000 sec): 3 clusters
  Score: Raw -2353671.510912 + Penalty 11159.574621 = -2342511.936291
  nChanged 36
		SP:Iteration 54Q (70554.080000 sec): 3 clusters
  Score: Raw -2353691.787691 + Penalty 11159.574621 = -2342532.213070
  nChanged 34
		SP:Iteration 55Q (70554.150000 sec): 3 clusters
  Score: Raw -2353710.267347 + Penalty 11159.574621 = -2342550.692727
  nChanged 29
		SP:Iteration 56Q (70554.210000 sec): 3 clusters
  Score: Raw -2353727.245080 + Penalty 11159.574621 = -2342567.670459
  nChanged 31
		SP:Iteration 57Q (70554.280000 sec): 3 clusters
  Score: Raw -2353744.214086 + Penalty 11159.574621 = -2342584.639465
  nChanged 26
		SP:Iteration 58Q (70554.340000 sec): 3 clusters
  Score: Raw -2353764.134468 + Penalty 11159.574621 = -2342604.559848
  nChanged 31
		SP:Iteration 59Q (70554.400000 sec): 3 clusters
  Score: Raw -2353782.761420 + Penalty 11159.574621 = -2342623.186799
  nChanged 20
		SP:Iteration 60F (70554.470000 sec): 3 clusters
  Score: Raw -2353794.501615 + Penalty 11159.574621 = -2342634.926994
  nChanged 21
		SP:Iteration 61Q (70554.540000 sec): 3 clusters
  Score: Raw -2353807.319359 + Penalty 11159.574621 = -2342647.744738
  nChanged 20
		SP:Iteration 62Q (70554.600000 sec): 3 clusters
  Score: Raw -2353819.090133 + Penalty 11159.574621 = -2342659.515512
  nChanged 18
		SP:Iteration 63Q (70554.660000 sec): 3 clusters
  Score: Raw -2353833.452882 + Penalty 11159.574621 = -2342673.878261
  nChanged 27
		SP:Iteration 64Q (70554.720000 sec): 3 clusters
  Score: Raw -2353848.701561 + Penalty 11159.574621 = -2342689.126940
  nChanged 31
		SP:Iteration 65Q (70554.790000 sec): 3 clusters
  Score: Raw -2353868.955854 + Penalty 11159.574621 = -2342709.381233
  nChanged 24
		SP:Iteration 66Q (70554.850000 sec): 3 clusters
  Score: Raw -2353882.858688 + Penalty 11159.574621 = -2342723.284067
  nChanged 15
		SP:Iteration 67Q (70554.920000 sec): 3 clusters
  Score: Raw -2353894.043807 + Penalty 11159.574621 = -2342734.469186
  nChanged 19
		SP:Iteration 68Q (70554.980000 sec): 3 clusters
  Score: Raw -2353905.374731 + Penalty 11159.574621 = -2342745.800110
  nChanged 15
		SP:Iteration 69Q (70555.040000 sec): 3 clusters
  Score: Raw -2353915.641079 + Penalty 11159.574621 = -2342756.066458
  nChanged 13
		SP:Iteration 70Q (70555.100000 sec): 3 clusters
  Score: Raw -2353923.367417 + Penalty 11159.574621 = -2342763.792796
  nChanged 14
		SP:Iteration 71Q (70555.160000 sec): 3 clusters
  Score: Raw -2353932.223500 + Penalty 11159.574621 = -2342772.648879
  nChanged 6
		SP:Iteration 72Q (70555.230000 sec): 3 clusters
  Score: Raw -2353936.006702 + Penalty 11159.574621 = -2342776.432081
  nChanged 9
		SP:Iteration 73Q (70555.290000 sec): 3 clusters
  Score: Raw -2353940.643122 + Penalty 11159.574621 = -2342781.068501
  nChanged 7
		SP:Iteration 74Q (70555.350000 sec): 3 clusters
  Score: Raw -2353944.323800 + Penalty 11159.574621 = -2342784.749179
  nChanged 7
		SP:Iteration 75Q (70555.410000 sec): 3 clusters
  Score: Raw -2353948.259909 + Penalty 11159.574621 = -2342788.685288
  nChanged 9
		SP:Iteration 76Q (70555.480000 sec): 3 clusters
  Score: Raw -2353953.867859 + Penalty 11159.574621 = -2342794.293239
  nChanged 9
		SP:Iteration 77Q (70555.540000 sec): 3 clusters
  Score: Raw -2353959.791066 + Penalty 11159.574621 = -2342800.216445
  nChanged 9
		SP:Iteration 78Q (70555.600000 sec): 3 clusters
  Score: Raw -2353965.394580 + Penalty 11159.574621 = -2342805.819959
  nChanged 10
		SP:Iteration 79Q (70555.660000 sec): 3 clusters
  Score: Raw -2353972.136351 + Penalty 11159.574621 = -2342812.561730
  nChanged 11
		SP:Iteration 80F (70555.730000 sec): 3 clusters
  Score: Raw -2353979.891666 + Penalty 11159.574621 = -2342820.317046
  nChanged 7
		SP:Iteration 81Q (70555.790000 sec): 3 clusters
  Score: Raw -2353985.610004 + Penalty 11159.574621 = -2342826.035383
  nChanged 8
		SP:Iteration 82Q (70555.850000 sec): 3 clusters
  Score: Raw -2353990.373691 + Penalty 11159.574621 = -2342830.799070
  nChanged 4
		SP:Iteration 83Q (70555.920000 sec): 3 clusters
  Score: Raw -2353992.371932 + Penalty 11159.574621 = -2342832.797311
  nChanged 4
		SP:Iteration 84Q (70555.980000 sec): 3 clusters
  Score: Raw -2353994.891225 + Penalty 11159.574621 = -2342835.316604
  nChanged 5
		SP:Iteration 85Q (70556.040000 sec): 3 clusters
  Score: Raw -2353997.812383 + Penalty 11159.574621 = -2342838.237762
  nChanged 3
		SP:Iteration 86Q (70556.100000 sec): 3 clusters
  Score: Raw -2354001.000315 + Penalty 11159.574621 = -2342841.425694
  nChanged 7
		SP:Iteration 87Q (70556.160000 sec): 3 clusters
  Score: Raw -2354006.198635 + Penalty 11159.574621 = -2342846.624014
  nChanged 7
		SP:Iteration 88Q (70556.220000 sec): 3 clusters
  Score: Raw -2354010.410981 + Penalty 11159.574621 = -2342850.836360
  nChanged 11
		SP:Iteration 89Q (70556.280000 sec): 3 clusters
  Score: Raw -2354017.411561 + Penalty 11159.574621 = -2342857.836940
  nChanged 11
		SP:Iteration 90Q (70556.340000 sec): 3 clusters
  Score: Raw -2354024.264351 + Penalty 11159.574621 = -2342864.689730
  nChanged 5
		SP:Iteration 91Q (70556.400000 sec): 3 clusters
  Score: Raw -2354027.879398 + Penalty 11159.574621 = -2342868.304777
  nChanged 4
		SP:Iteration 92Q (70556.460000 sec): 3 clusters
  Score: Raw -2354031.222374 + Penalty 11159.574621 = -2342871.647753
  nChanged 3
		SP:Iteration 93Q (70556.530000 sec): 3 clusters
  Score: Raw -2354033.199377 + Penalty 11159.574621 = -2342873.624757
  nChanged 5
		SP:Iteration 94Q (70556.590000 sec): 3 clusters
  Score: Raw -2354036.668874 + Penalty 11159.574621 = -2342877.094254
  nChanged 6
		SP:Iteration 95Q (70556.650000 sec): 3 clusters
  Score: Raw -2354039.791704 + Penalty 11159.574621 = -2342880.217083
  nChanged 3
		SP:Iteration 96Q (70556.710000 sec): 3 clusters
  Score: Raw -2354042.099422 + Penalty 11159.574621 = -2342882.524801
  nChanged 4
		SP:Iteration 97Q (70556.770000 sec): 3 clusters
  Score: Raw -2354043.869532 + Penalty 11159.574621 = -2342884.294911
  nChanged 2
		SP:Iteration 98Q (70556.830000 sec): 3 clusters
  Score: Raw -2354045.470396 + Penalty 11159.574621 = -2342885.895775
  nChanged 4
		SP:Iteration 99Q (70556.900000 sec): 3 clusters
  Score: Raw -2354048.163785 + Penalty 11159.574621 = -2342888.589164
  nChanged 3
		SP:Iteration 100F (70556.960000 sec): 3 clusters
  Score: Raw -2354051.356102 + Penalty 11159.574621 = -2342891.781481
  nChanged 2
		SP:Iteration 101Q (70557.020000 sec): 3 clusters
  Score: Raw -2354052.687984 + Penalty 11159.574621 = -2342893.113363
  nChanged 2
		SP:Iteration 102Q (70557.080000 sec): 3 clusters
  Score: Raw -2354053.974436 + Penalty 11159.574621 = -2342894.399815
  nChanged 1
		SP:Iteration 103Q (70557.150000 sec): 3 clusters
  Score: Raw -2354054.555255 + Penalty 11159.574621 = -2342894.980634
  nChanged 0
		SP:Iteration 104F (70557.210000 sec): 3 clusters
  Score: Raw -2354054.555255 + Penalty 11159.574621 = -2342894.980634
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70557.230000 sec): 2 clusters
  Score: Raw -134082.430128 + Penalty 3898.409839 = -130184.020289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70557.230000 sec): 3 clusters
  Score: Raw -134548.629745 + Penalty 7796.819677 = -126751.810068
  nChanged 73
		SP:Iteration 1F (70557.240000 sec): 3 clusters
  Score: Raw -134790.800099 + Penalty 7796.819677 = -126993.980422
  nChanged 24
		SP:Iteration 2Q (70557.240000 sec): 3 clusters
  Score: Raw -134886.251448 + Penalty 7796.819677 = -127089.431771
  nChanged 11
		SP:Iteration 3Q (70557.250000 sec): 3 clusters
  Score: Raw -134954.517946 + Penalty 7796.819677 = -127157.698269
  nChanged 5
		SP:Iteration 4Q (70557.250000 sec): 3 clusters
  Score: Raw -134992.125980 + Penalty 7796.819677 = -127195.306303
  nChanged 9
		SP:Iteration 5Q (70557.260000 sec): 3 clusters
  Score: Raw -135048.408734 + Penalty 7796.819677 = -127251.589057
  nChanged 3
		SP:Iteration 6Q (70557.260000 sec): 3 clusters
  Score: Raw -135066.779957 + Penalty 7796.819677 = -127269.960280
  nChanged 4
		SP:Iteration 7Q (70557.260000 sec): 3 clusters
  Score: Raw -135086.259061 + Penalty 7796.819677 = -127289.439384
  nChanged 5
		SP:Iteration 8Q (70557.270000 sec): 3 clusters
  Score: Raw -135112.841359 + Penalty 7796.819677 = -127316.021682
  nChanged 2
		SP:Iteration 9Q (70557.270000 sec): 3 clusters
  Score: Raw -135119.388696 + Penalty 7796.819677 = -127322.569019
  nChanged 2
		SP:Iteration 10Q (70557.280000 sec): 3 clusters
  Score: Raw -135128.070270 + Penalty 7796.819677 = -127331.250593
  nChanged 1
		SP:Iteration 11Q (70557.280000 sec): 3 clusters
  Score: Raw -135135.379421 + Penalty 7796.819677 = -127338.559743
  nChanged 0
		SP:Iteration 12F (70557.280000 sec): 3 clusters
  Score: Raw -135135.379421 + Penalty 7796.819677 = -127338.559743
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (12219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70557.370000 sec): 2 clusters
  Score: Raw -3096280.135696 + Penalty 5764.082780 = -3090516.052916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70557.460000 sec): 3 clusters
  Score: Raw -3090488.624177 + Penalty 11528.165560 = -3078960.458617
  nChanged 4633
		SP:Iteration 1F (70557.560000 sec): 3 clusters
  Score: Raw -3093202.155563 + Penalty 11528.165560 = -3081673.990002
  nChanged 1007
		SP:Iteration 2F (70557.650000 sec): 3 clusters
  Score: Raw -3094025.439154 + Penalty 11528.165560 = -3082497.273593
  nChanged 822
		SP:Iteration 3F (70557.740000 sec): 3 clusters
  Score: Raw -3094792.283751 + Penalty 11528.165560 = -3083264.118191
  nChanged 789
		SP:Iteration 4F (70557.830000 sec): 3 clusters
  Score: Raw -3095624.455973 + Penalty 11528.165560 = -3084096.290413
  nChanged 732
		SP:Iteration 5F (70557.920000 sec): 3 clusters
  Score: Raw -3096495.817294 + Penalty 11528.165560 = -3084967.651733
  nChanged 699
		SP:Iteration 6F (70558.020000 sec): 3 clusters
  Score: Raw -3097179.526029 + Penalty 11528.165560 = -3085651.360469
  nChanged 580
		SP:Iteration 7Q (70558.110000 sec): 3 clusters
  Score: Raw -3097635.962629 + Penalty 11528.165560 = -3086107.797069
  nChanged 431
		SP:Iteration 8Q (70558.200000 sec): 3 clusters
  Score: Raw -3097919.965301 + Penalty 11528.165560 = -3086391.799741
  nChanged 332
		SP:Iteration 9Q (70558.280000 sec): 3 clusters
  Score: Raw -3098118.181728 + Penalty 11528.165560 = -3086590.016167
  nChanged 285
		SP:Iteration 10Q (70558.370000 sec): 3 clusters
  Score: Raw -3098292.498870 + Penalty 11528.165560 = -3086764.333309
  nChanged 241
		SP:Iteration 11Q (70558.460000 sec): 3 clusters
  Score: Raw -3098415.701603 + Penalty 11528.165560 = -3086887.536043
  nChanged 199
		SP:Iteration 12Q (70558.550000 sec): 3 clusters
  Score: Raw -3098511.336020 + Penalty 11528.165560 = -3086983.170459
  nChanged 148
		SP:Iteration 13Q (70558.640000 sec): 3 clusters
  Score: Raw -3098580.137949 + Penalty 11528.165560 = -3087051.972389
  nChanged 130
		SP:Iteration 14Q (70558.720000 sec): 3 clusters
  Score: Raw -3098639.773121 + Penalty 11528.165560 = -3087111.607561
  nChanged 123
		SP:Iteration 15Q (70558.810000 sec): 3 clusters
  Score: Raw -3098697.421709 + Penalty 11528.165560 = -3087169.256149
  nChanged 118
		SP:Iteration 16Q (70558.900000 sec): 3 clusters
  Score: Raw -3098748.689623 + Penalty 11528.165560 = -3087220.524062
  nChanged 105
		SP:Iteration 17Q (70558.990000 sec): 3 clusters
  Score: Raw -3098794.644510 + Penalty 11528.165560 = -3087266.478949
  nChanged 96
		SP:Iteration 18Q (70559.070000 sec): 3 clusters
  Score: Raw -3098828.808052 + Penalty 11528.165560 = -3087300.642491
  nChanged 79
		SP:Iteration 19Q (70559.160000 sec): 3 clusters
  Score: Raw -3098859.219683 + Penalty 11528.165560 = -3087331.054123
  nChanged 73
		SP:Iteration 20F (70559.250000 sec): 3 clusters
  Score: Raw -3098892.039699 + Penalty 11528.165560 = -3087363.874138
  nChanged 75
		SP:Iteration 21Q (70559.340000 sec): 3 clusters
  Score: Raw -3098923.359471 + Penalty 11528.165560 = -3087395.193911
  nChanged 64
		SP:Iteration 22Q (70559.430000 sec): 3 clusters
  Score: Raw -3098943.403647 + Penalty 11528.165560 = -3087415.238086
  nChanged 45
		SP:Iteration 23Q (70559.520000 sec): 3 clusters
  Score: Raw -3098956.580239 + Penalty 11528.165560 = -3087428.414678
  nChanged 39
		SP:Iteration 24Q (70559.600000 sec): 3 clusters
  Score: Raw -3098969.435269 + Penalty 11528.165560 = -3087441.269708
  nChanged 31
		SP:Iteration 25Q (70559.690000 sec): 3 clusters
  Score: Raw -3098978.330319 + Penalty 11528.165560 = -3087450.164758
  nChanged 32
		SP:Iteration 26Q (70559.780000 sec): 3 clusters
  Score: Raw -3098986.834255 + Penalty 11528.165560 = -3087458.668694
  nChanged 23
		SP:Iteration 27Q (70559.860000 sec): 3 clusters
  Score: Raw -3098992.745327 + Penalty 11528.165560 = -3087464.579767
  nChanged 11
		SP:Iteration 28Q (70559.950000 sec): 3 clusters
  Score: Raw -3098996.360959 + Penalty 11528.165560 = -3087468.195398
  nChanged 21
		SP:Iteration 29Q (70560.030000 sec): 3 clusters
  Score: Raw -3099002.035682 + Penalty 11528.165560 = -3087473.870121
  nChanged 19
		SP:Iteration 30Q (70560.120000 sec): 3 clusters
  Score: Raw -3099007.325278 + Penalty 11528.165560 = -3087479.159718
  nChanged 18
		SP:Iteration 31Q (70560.210000 sec): 3 clusters
  Score: Raw -3099013.261014 + Penalty 11528.165560 = -3087485.095454
  nChanged 20
		SP:Iteration 32Q (70560.300000 sec): 3 clusters
  Score: Raw -3099019.042336 + Penalty 11528.165560 = -3087490.876775
  nChanged 17
		SP:Iteration 33Q (70560.380000 sec): 3 clusters
  Score: Raw -3099024.251236 + Penalty 11528.165560 = -3087496.085675
  nChanged 19
		SP:Iteration 34Q (70560.470000 sec): 3 clusters
  Score: Raw -3099031.070292 + Penalty 11528.165560 = -3087502.904731
  nChanged 20
		SP:Iteration 35Q (70560.560000 sec): 3 clusters
  Score: Raw -3099036.899778 + Penalty 11528.165560 = -3087508.734218
  nChanged 23
		SP:Iteration 36Q (70560.640000 sec): 3 clusters
  Score: Raw -3099043.623676 + Penalty 11528.165560 = -3087515.458116
  nChanged 24
		SP:Iteration 37Q (70560.730000 sec): 3 clusters
  Score: Raw -3099052.133060 + Penalty 11528.165560 = -3087523.967500
  nChanged 21
		SP:Iteration 38Q (70560.820000 sec): 3 clusters
  Score: Raw -3099060.229019 + Penalty 11528.165560 = -3087532.063458
  nChanged 30
		SP:Iteration 39Q (70560.900000 sec): 3 clusters
  Score: Raw -3099071.976226 + Penalty 11528.165560 = -3087543.810666
  nChanged 39
		SP:Iteration 40F (70561.000000 sec): 3 clusters
  Score: Raw -3099085.144119 + Penalty 11528.165560 = -3087556.978559
  nChanged 34
		SP:Iteration 41Q (70561.080000 sec): 3 clusters
  Score: Raw -3099097.992087 + Penalty 11528.165560 = -3087569.826527
  nChanged 38
		SP:Iteration 42Q (70561.170000 sec): 3 clusters
  Score: Raw -3099114.062755 + Penalty 11528.165560 = -3087585.897195
  nChanged 43
		SP:Iteration 43Q (70561.260000 sec): 3 clusters
  Score: Raw -3099131.084405 + Penalty 11528.165560 = -3087602.918845
  nChanged 42
		SP:Iteration 44Q (70561.340000 sec): 3 clusters
  Score: Raw -3099152.485005 + Penalty 11528.165560 = -3087624.319444
  nChanged 53
		SP:Iteration 45Q (70561.430000 sec): 3 clusters
  Score: Raw -3099174.459738 + Penalty 11528.165560 = -3087646.294178
  nChanged 43
		SP:Iteration 46Q (70561.520000 sec): 3 clusters
  Score: Raw -3099187.739150 + Penalty 11528.165560 = -3087659.573589
  nChanged 40
		SP:Iteration 47Q (70561.600000 sec): 3 clusters
  Score: Raw -3099202.981882 + Penalty 11528.165560 = -3087674.816322
  nChanged 33
		SP:Iteration 48Q (70561.690000 sec): 3 clusters
  Score: Raw -3099214.237049 + Penalty 11528.165560 = -3087686.071488
  nChanged 26
		SP:Iteration 49Q (70561.780000 sec): 3 clusters
  Score: Raw -3099223.171258 + Penalty 11528.165560 = -3087695.005697
  nChanged 32
		SP:Iteration 50Q (70561.860000 sec): 3 clusters
  Score: Raw -3099235.765205 + Penalty 11528.165560 = -3087707.599644
  nChanged 37
		SP:Iteration 51Q (70561.950000 sec): 3 clusters
  Score: Raw -3099248.822281 + Penalty 11528.165560 = -3087720.656720
  nChanged 27
		SP:Iteration 52Q (70562.040000 sec): 3 clusters
  Score: Raw -3099258.321996 + Penalty 11528.165560 = -3087730.156435
  nChanged 23
		SP:Iteration 53Q (70562.120000 sec): 3 clusters
  Score: Raw -3099266.302710 + Penalty 11528.165560 = -3087738.137149
  nChanged 30
		SP:Iteration 54Q (70562.210000 sec): 3 clusters
  Score: Raw -3099276.533955 + Penalty 11528.165560 = -3087748.368395
  nChanged 27
		SP:Iteration 55Q (70562.300000 sec): 3 clusters
  Score: Raw -3099286.160995 + Penalty 11528.165560 = -3087757.995435
  nChanged 25
		SP:Iteration 56Q (70562.380000 sec): 3 clusters
  Score: Raw -3099293.936655 + Penalty 11528.165560 = -3087765.771094
  nChanged 19
		SP:Iteration 57Q (70562.470000 sec): 3 clusters
  Score: Raw -3099299.531150 + Penalty 11528.165560 = -3087771.365590
  nChanged 14
		SP:Iteration 58Q (70562.560000 sec): 3 clusters
  Score: Raw -3099303.750398 + Penalty 11528.165560 = -3087775.584838
  nChanged 19
		SP:Iteration 59Q (70562.640000 sec): 3 clusters
  Score: Raw -3099310.534052 + Penalty 11528.165560 = -3087782.368492
  nChanged 16
		SP:Iteration 60F (70562.740000 sec): 3 clusters
  Score: Raw -3099314.556548 + Penalty 11528.165560 = -3087786.390987
  nChanged 11
		SP:Iteration 61Q (70562.820000 sec): 3 clusters
  Score: Raw -3099317.949879 + Penalty 11528.165560 = -3087789.784319
  nChanged 11
		SP:Iteration 62Q (70562.910000 sec): 3 clusters
  Score: Raw -3099320.669344 + Penalty 11528.165560 = -3087792.503783
  nChanged 5
		SP:Iteration 63Q (70563.000000 sec): 3 clusters
  Score: Raw -3099322.061130 + Penalty 11528.165560 = -3087793.895569
  nChanged 8
		SP:Iteration 64Q (70563.080000 sec): 3 clusters
  Score: Raw -3099324.313289 + Penalty 11528.165560 = -3087796.147728
  nChanged 8
		SP:Iteration 65Q (70563.170000 sec): 3 clusters
  Score: Raw -3099326.523616 + Penalty 11528.165560 = -3087798.358055
  nChanged 5
		SP:Iteration 66Q (70563.260000 sec): 3 clusters
  Score: Raw -3099327.772277 + Penalty 11528.165560 = -3087799.606717
  nChanged 2
		SP:Iteration 67Q (70563.340000 sec): 3 clusters
  Score: Raw -3099328.292312 + Penalty 11528.165560 = -3087800.126751
  nChanged 1
		SP:Iteration 68Q (70563.430000 sec): 3 clusters
  Score: Raw -3099328.502779 + Penalty 11528.165560 = -3087800.337219
  nChanged 0
		SP:Iteration 69F (70563.520000 sec): 3 clusters
  Score: Raw -3099328.502779 + Penalty 11528.165560 = -3087800.337219
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70563.640000 sec): 2 clusters
  Score: Raw -4632753.264100 + Penalty 5986.961445 = -4626766.302655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70563.780000 sec): 3 clusters
  Score: Raw -4623800.334642 + Penalty 11973.922890 = -4611826.411752
  nChanged 6955
		SP:Iteration 1F (70563.910000 sec): 3 clusters
  Score: Raw -4627355.718664 + Penalty 11973.922890 = -4615381.795774
  nChanged 1148
		SP:Iteration 2F (70564.050000 sec): 3 clusters
  Score: Raw -4627946.901756 + Penalty 11973.922890 = -4615972.978866
  nChanged 883
		SP:Iteration 3F (70564.180000 sec): 3 clusters
  Score: Raw -4628385.349904 + Penalty 11973.922890 = -4616411.427014
  nChanged 738
		SP:Iteration 4Q (70564.320000 sec): 3 clusters
  Score: Raw -4628792.490929 + Penalty 11973.922890 = -4616818.568040
  nChanged 699
		SP:Iteration 5Q (70564.450000 sec): 3 clusters
  Score: Raw -4629275.798159 + Penalty 11973.922890 = -4617301.875269
  nChanged 725
		SP:Iteration 6Q (70564.590000 sec): 3 clusters
  Score: Raw -4629927.029687 + Penalty 11973.922890 = -4617953.106797
  nChanged 862
		SP:Iteration 7Q (70564.720000 sec): 3 clusters
  Score: Raw -4630774.170082 + Penalty 11973.922890 = -4618800.247192
  nChanged 998
		SP:Iteration 8F (70564.860000 sec): 3 clusters
  Score: Raw -4631710.517453 + Penalty 11973.922890 = -4619736.594563
  nChanged 1044
		SP:Iteration 9F (70564.990000 sec): 3 clusters
  Score: Raw -4632667.792339 + Penalty 11973.922890 = -4620693.869450
  nChanged 994
		SP:Iteration 10F (70565.120000 sec): 3 clusters
  Score: Raw -4633516.950371 + Penalty 11973.922890 = -4621543.027482
  nChanged 821
		SP:Iteration 11Q (70565.260000 sec): 3 clusters
  Score: Raw -4634202.946054 + Penalty 11973.922890 = -4622229.023164
  nChanged 699
		SP:Iteration 12Q (70565.390000 sec): 3 clusters
  Score: Raw -4634792.226468 + Penalty 11973.922890 = -4622818.303578
  nChanged 534
		SP:Iteration 13Q (70565.520000 sec): 3 clusters
  Score: Raw -4635235.274723 + Penalty 11973.922890 = -4623261.351833
  nChanged 414
		SP:Iteration 14Q (70565.640000 sec): 3 clusters
  Score: Raw -4635560.324732 + Penalty 11973.922890 = -4623586.401842
  nChanged 301
		SP:Iteration 15Q (70565.770000 sec): 3 clusters
  Score: Raw -4635789.860616 + Penalty 11973.922890 = -4623815.937726
  nChanged 226
		SP:Iteration 16Q (70565.900000 sec): 3 clusters
  Score: Raw -4635964.588247 + Penalty 11973.922890 = -4623990.665357
  nChanged 160
		SP:Iteration 17Q (70566.020000 sec): 3 clusters
  Score: Raw -4636068.988681 + Penalty 11973.922890 = -4624095.065791
  nChanged 137
		SP:Iteration 18Q (70566.140000 sec): 3 clusters
  Score: Raw -4636156.152336 + Penalty 11973.922890 = -4624182.229446
  nChanged 108
		SP:Iteration 19Q (70566.250000 sec): 3 clusters
  Score: Raw -4636227.542931 + Penalty 11973.922890 = -4624253.620041
  nChanged 104
		SP:Iteration 20F (70566.390000 sec): 3 clusters
  Score: Raw -4636285.392895 + Penalty 11973.922890 = -4624311.470006
  nChanged 76
		SP:Iteration 21Q (70566.500000 sec): 3 clusters
  Score: Raw -4636327.638552 + Penalty 11973.922890 = -4624353.715662
  nChanged 76
		SP:Iteration 22Q (70566.610000 sec): 3 clusters
  Score: Raw -4636363.870108 + Penalty 11973.922890 = -4624389.947219
  nChanged 44
		SP:Iteration 23Q (70566.720000 sec): 3 clusters
  Score: Raw -4636380.229403 + Penalty 11973.922890 = -4624406.306514
  nChanged 28
		SP:Iteration 24Q (70566.840000 sec): 3 clusters
  Score: Raw -4636390.421892 + Penalty 11973.922890 = -4624416.499002
  nChanged 15
		SP:Iteration 25Q (70566.950000 sec): 3 clusters
  Score: Raw -4636395.645411 + Penalty 11973.922890 = -4624421.722522
  nChanged 10
		SP:Iteration 26Q (70567.060000 sec): 3 clusters
  Score: Raw -4636399.024335 + Penalty 11973.922890 = -4624425.101446
  nChanged 9
		SP:Iteration 27Q (70567.170000 sec): 3 clusters
  Score: Raw -4636402.869402 + Penalty 11973.922890 = -4624428.946512
  nChanged 6
		SP:Iteration 28Q (70567.280000 sec): 3 clusters
  Score: Raw -4636404.517571 + Penalty 11973.922890 = -4624430.594681
  nChanged 4
		SP:Iteration 29Q (70567.390000 sec): 3 clusters
  Score: Raw -4636405.298040 + Penalty 11973.922890 = -4624431.375150
  nChanged 1
		SP:Iteration 30Q (70567.500000 sec): 3 clusters
  Score: Raw -4636405.531187 + Penalty 11973.922890 = -4624431.608297
  nChanged 1
		SP:Iteration 31Q (70567.610000 sec): 3 clusters
  Score: Raw -4636405.779648 + Penalty 11973.922890 = -4624431.856759
  nChanged 1
		SP:Iteration 32Q (70567.720000 sec): 3 clusters
  Score: Raw -4636406.090721 + Penalty 11973.922890 = -4624432.167831
  nChanged 2
		SP:Iteration 33Q (70567.830000 sec): 3 clusters
  Score: Raw -4636406.494947 + Penalty 11973.922890 = -4624432.572058
  nChanged 1
		SP:Iteration 34Q (70567.940000 sec): 3 clusters
  Score: Raw -4636406.747933 + Penalty 11973.922890 = -4624432.825043
  nChanged 0
		SP:Iteration 35F (70568.070000 sec): 3 clusters
  Score: Raw -4636406.747933 + Penalty 11973.922890 = -4624432.825043
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70568.220000 sec): 2 clusters
  Score: Raw -6402210.983794 + Penalty 6175.487396 = -6396035.496398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70568.400000 sec): 3 clusters
  Score: Raw -6389341.319806 + Penalty 12350.974791 = -6376990.345015
  nChanged 9812
		SP:Iteration 1F (70568.580000 sec): 3 clusters
  Score: Raw -6394677.782627 + Penalty 12350.974791 = -6382326.807836
  nChanged 1540
		SP:Iteration 2F (70568.760000 sec): 3 clusters
  Score: Raw -6395396.663907 + Penalty 12350.974791 = -6383045.689116
  nChanged 1180
		SP:Iteration 3Q (70568.940000 sec): 3 clusters
  Score: Raw -6395898.710365 + Penalty 12350.974791 = -6383547.735574
  nChanged 968
		SP:Iteration 4Q (70569.110000 sec): 3 clusters
  Score: Raw -6396292.213605 + Penalty 12350.974791 = -6383941.238814
  nChanged 810
		SP:Iteration 5Q (70569.290000 sec): 3 clusters
  Score: Raw -6396620.297531 + Penalty 12350.974791 = -6384269.322740
  nChanged 778
		SP:Iteration 6Q (70569.460000 sec): 3 clusters
  Score: Raw -6396945.871708 + Penalty 12350.974791 = -6384594.896916
  nChanged 788
		SP:Iteration 7Q (70569.640000 sec): 3 clusters
  Score: Raw -6397281.907146 + Penalty 12350.974791 = -6384930.932354
  nChanged 742
		SP:Iteration 8Q (70569.820000 sec): 3 clusters
  Score: Raw -6397614.447369 + Penalty 12350.974791 = -6385263.472578
  nChanged 850
		SP:Iteration 9Q (70570.000000 sec): 3 clusters
  Score: Raw -6398084.327156 + Penalty 12350.974791 = -6385733.352364
  nChanged 948
		SP:Iteration 10Q (70570.170000 sec): 3 clusters
  Score: Raw -6398657.377132 + Penalty 12350.974791 = -6386306.402341
  nChanged 1072
		SP:Iteration 11Q (70570.350000 sec): 3 clusters
  Score: Raw -6399417.646075 + Penalty 12350.974791 = -6387066.671284
  nChanged 1119
		SP:Iteration 12Q (70570.520000 sec): 3 clusters
  Score: Raw -6400279.835523 + Penalty 12350.974791 = -6387928.860731
  nChanged 1001
		SP:Iteration 13Q (70570.700000 sec): 3 clusters
  Score: Raw -6401092.581865 + Penalty 12350.974791 = -6388741.607074
  nChanged 841
		SP:Iteration 14Q (70570.870000 sec): 3 clusters
  Score: Raw -6401789.255857 + Penalty 12350.974791 = -6389438.281065
  nChanged 603
		SP:Iteration 15Q (70571.040000 sec): 3 clusters
  Score: Raw -6402285.789691 + Penalty 12350.974791 = -6389934.814900
  nChanged 403
		SP:Iteration 16Q (70571.210000 sec): 3 clusters
  Score: Raw -6402608.705392 + Penalty 12350.974791 = -6390257.730601
  nChanged 288
		SP:Iteration 17Q (70571.380000 sec): 3 clusters
  Score: Raw -6402851.189402 + Penalty 12350.974791 = -6390500.214611
  nChanged 197
		SP:Iteration 18Q (70571.540000 sec): 3 clusters
  Score: Raw -6402997.783883 + Penalty 12350.974791 = -6390646.809092
  nChanged 129
		SP:Iteration 19Q (70571.690000 sec): 3 clusters
  Score: Raw -6403108.345185 + Penalty 12350.974791 = -6390757.370394
  nChanged 112
		SP:Iteration 20F (70571.870000 sec): 3 clusters
  Score: Raw -6403206.315360 + Penalty 12350.974791 = -6390855.340569
  nChanged 78
		SP:Iteration 21Q (70572.020000 sec): 3 clusters
  Score: Raw -6403265.650493 + Penalty 12350.974791 = -6390914.675701
  nChanged 65
		SP:Iteration 22Q (70572.170000 sec): 3 clusters
  Score: Raw -6403314.307904 + Penalty 12350.974791 = -6390963.333112
  nChanged 46
		SP:Iteration 23Q (70572.310000 sec): 3 clusters
  Score: Raw -6403350.628787 + Penalty 12350.974791 = -6390999.653996
  nChanged 39
		SP:Iteration 24Q (70572.460000 sec): 3 clusters
  Score: Raw -6403383.672303 + Penalty 12350.974791 = -6391032.697511
  nChanged 29
		SP:Iteration 25Q (70572.600000 sec): 3 clusters
  Score: Raw -6403405.773621 + Penalty 12350.974791 = -6391054.798830
  nChanged 26
		SP:Iteration 26Q (70572.740000 sec): 3 clusters
  Score: Raw -6403423.988730 + Penalty 12350.974791 = -6391073.013938
  nChanged 17
		SP:Iteration 27Q (70572.880000 sec): 3 clusters
  Score: Raw -6403436.908478 + Penalty 12350.974791 = -6391085.933686
  nChanged 16
		SP:Iteration 28Q (70573.030000 sec): 3 clusters
  Score: Raw -6403449.904084 + Penalty 12350.974791 = -6391098.929293
  nChanged 13
		SP:Iteration 29Q (70573.170000 sec): 3 clusters
  Score: Raw -6403460.051864 + Penalty 12350.974791 = -6391109.077073
  nChanged 11
		SP:Iteration 30Q (70573.310000 sec): 3 clusters
  Score: Raw -6403468.146716 + Penalty 12350.974791 = -6391117.171924
  nChanged 10
		SP:Iteration 31Q (70573.450000 sec): 3 clusters
  Score: Raw -6403474.328359 + Penalty 12350.974791 = -6391123.353568
  nChanged 7
		SP:Iteration 32Q (70573.590000 sec): 3 clusters
  Score: Raw -6403478.331033 + Penalty 12350.974791 = -6391127.356241
  nChanged 4
		SP:Iteration 33Q (70573.730000 sec): 3 clusters
  Score: Raw -6403482.295162 + Penalty 12350.974791 = -6391131.320371
  nChanged 4
		SP:Iteration 34Q (70573.860000 sec): 3 clusters
  Score: Raw -6403485.629578 + Penalty 12350.974791 = -6391134.654786
  nChanged 5
		SP:Iteration 35Q (70574.000000 sec): 3 clusters
  Score: Raw -6403488.471856 + Penalty 12350.974791 = -6391137.497065
  nChanged 2
		SP:Iteration 36Q (70574.140000 sec): 3 clusters
  Score: Raw -6403489.959623 + Penalty 12350.974791 = -6391138.984831
  nChanged 1
		SP:Iteration 37Q (70574.280000 sec): 3 clusters
  Score: Raw -6403491.064757 + Penalty 12350.974791 = -6391140.089965
  nChanged 1
		SP:Iteration 38Q (70574.420000 sec): 3 clusters
  Score: Raw -6403491.638737 + Penalty 12350.974791 = -6391140.663946
  nChanged 1
		SP:Iteration 39Q (70574.560000 sec): 3 clusters
  Score: Raw -6403492.085913 + Penalty 12350.974791 = -6391141.111122
  nChanged 1
		SP:Iteration 40F (70574.740000 sec): 3 clusters
  Score: Raw -6403492.701615 + Penalty 12350.974791 = -6391141.726824
  nChanged 1
		SP:Iteration 41Q (70574.880000 sec): 3 clusters
  Score: Raw -6403493.030844 + Penalty 12350.974791 = -6391142.056052
  nChanged 0
		SP:Iteration 42F (70575.050000 sec): 3 clusters
  Score: Raw -6403493.030844 + Penalty 12350.974791 = -6391142.056052
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70575.180000 sec): 2 clusters
  Score: Raw -5286142.109459 + Penalty 6075.126079 = -5280066.983380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70575.330000 sec): 3 clusters
  Score: Raw -5275536.355732 + Penalty 12150.252158 = -5263386.103575
  nChanged 8122
		SP:Iteration 1F (70575.480000 sec): 3 clusters
  Score: Raw -5279942.090963 + Penalty 12150.252158 = -5267791.838806
  nChanged 1296
		SP:Iteration 2F (70575.630000 sec): 3 clusters
  Score: Raw -5280604.026906 + Penalty 12150.252158 = -5268453.774749
  nChanged 1058
		SP:Iteration 3F (70575.780000 sec): 3 clusters
  Score: Raw -5281127.526808 + Penalty 12150.252158 = -5268977.274651
  nChanged 906
		SP:Iteration 4Q (70575.930000 sec): 3 clusters
  Score: Raw -5281575.489756 + Penalty 12150.252158 = -5269425.237598
  nChanged 797
		SP:Iteration 5Q (70576.080000 sec): 3 clusters
  Score: Raw -5281962.366143 + Penalty 12150.252158 = -5269812.113985
  nChanged 748
		SP:Iteration 6Q (70576.220000 sec): 3 clusters
  Score: Raw -5282309.377960 + Penalty 12150.252158 = -5270159.125803
  nChanged 714
		SP:Iteration 7Q (70576.370000 sec): 3 clusters
  Score: Raw -5282643.831051 + Penalty 12150.252158 = -5270493.578893
  nChanged 678
		SP:Iteration 8Q (70576.520000 sec): 3 clusters
  Score: Raw -5282968.703779 + Penalty 12150.252158 = -5270818.451622
  nChanged 673
		SP:Iteration 9Q (70576.670000 sec): 3 clusters
  Score: Raw -5283309.050964 + Penalty 12150.252158 = -5271158.798806
  nChanged 719
		SP:Iteration 10Q (70576.820000 sec): 3 clusters
  Score: Raw -5283698.103414 + Penalty 12150.252158 = -5271547.851257
  nChanged 764
		SP:Iteration 11Q (70576.960000 sec): 3 clusters
  Score: Raw -5284149.554764 + Penalty 12150.252158 = -5271999.302606
  nChanged 801
		SP:Iteration 12Q (70577.110000 sec): 3 clusters
  Score: Raw -5284678.968529 + Penalty 12150.252158 = -5272528.716371
  nChanged 834
		SP:Iteration 13Q (70577.260000 sec): 3 clusters
  Score: Raw -5285285.815812 + Penalty 12150.252158 = -5273135.563654
  nChanged 765
		SP:Iteration 14Q (70577.400000 sec): 3 clusters
  Score: Raw -5285834.628600 + Penalty 12150.252158 = -5273684.376442
  nChanged 654
		SP:Iteration 15Q (70577.540000 sec): 3 clusters
  Score: Raw -5286322.363952 + Penalty 12150.252158 = -5274172.111794
  nChanged 474
		SP:Iteration 16Q (70577.690000 sec): 3 clusters
  Score: Raw -5286649.710188 + Penalty 12150.252158 = -5274499.458030
  nChanged 397
		SP:Iteration 17Q (70577.840000 sec): 3 clusters
  Score: Raw -5286918.195632 + Penalty 12150.252158 = -5274767.943475
  nChanged 292
		SP:Iteration 18Q (70577.980000 sec): 3 clusters
  Score: Raw -5287121.479473 + Penalty 12150.252158 = -5274971.227315
  nChanged 227
		SP:Iteration 19Q (70578.120000 sec): 3 clusters
  Score: Raw -5287269.220740 + Penalty 12150.252158 = -5275118.968583
  nChanged 188
		SP:Iteration 20F (70578.270000 sec): 3 clusters
  Score: Raw -5287414.698615 + Penalty 12150.252158 = -5275264.446458
  nChanged 146
		SP:Iteration 21Q (70578.400000 sec): 3 clusters
  Score: Raw -5287513.771155 + Penalty 12150.252158 = -5275363.518997
  nChanged 106
		SP:Iteration 22Q (70578.540000 sec): 3 clusters
  Score: Raw -5287584.832237 + Penalty 12150.252158 = -5275434.580079
  nChanged 95
		SP:Iteration 23Q (70578.680000 sec): 3 clusters
  Score: Raw -5287650.385777 + Penalty 12150.252158 = -5275500.133619
  nChanged 65
		SP:Iteration 24Q (70578.810000 sec): 3 clusters
  Score: Raw -5287695.336121 + Penalty 12150.252158 = -5275545.083963
  nChanged 44
		SP:Iteration 25Q (70578.940000 sec): 3 clusters
  Score: Raw -5287718.634607 + Penalty 12150.252158 = -5275568.382449
  nChanged 35
		SP:Iteration 26Q (70579.080000 sec): 3 clusters
  Score: Raw -5287741.182537 + Penalty 12150.252158 = -5275590.930379
  nChanged 27
		SP:Iteration 27Q (70579.210000 sec): 3 clusters
  Score: Raw -5287758.347172 + Penalty 12150.252158 = -5275608.095014
  nChanged 27
		SP:Iteration 28Q (70579.340000 sec): 3 clusters
  Score: Raw -5287773.365402 + Penalty 12150.252158 = -5275623.113244
  nChanged 21
		SP:Iteration 29Q (70579.480000 sec): 3 clusters
  Score: Raw -5287785.377186 + Penalty 12150.252158 = -5275635.125029
  nChanged 18
		SP:Iteration 30Q (70579.600000 sec): 3 clusters
  Score: Raw -5287796.907803 + Penalty 12150.252158 = -5275646.655646
  nChanged 11
		SP:Iteration 31Q (70579.740000 sec): 3 clusters
  Score: Raw -5287802.934632 + Penalty 12150.252158 = -5275652.682474
  nChanged 7
		SP:Iteration 32Q (70579.860000 sec): 3 clusters
  Score: Raw -5287807.850934 + Penalty 12150.252158 = -5275657.598777
  nChanged 7
		SP:Iteration 33Q (70579.990000 sec): 3 clusters
  Score: Raw -5287811.863630 + Penalty 12150.252158 = -5275661.611473
  nChanged 6
		SP:Iteration 34Q (70580.120000 sec): 3 clusters
  Score: Raw -5287814.653736 + Penalty 12150.252158 = -5275664.401578
  nChanged 1
		SP:Iteration 35Q (70580.250000 sec): 3 clusters
  Score: Raw -5287815.509999 + Penalty 12150.252158 = -5275665.257842
  nChanged 1
		SP:Iteration 36Q (70580.380000 sec): 3 clusters
  Score: Raw -5287815.886614 + Penalty 12150.252158 = -5275665.634456
  nChanged 0
		SP:Iteration 37F (70580.530000 sec): 3 clusters
  Score: Raw -5287815.886614 + Penalty 12150.252158 = -5275665.634456
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70580.550000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70580.550000 sec): 3 clusters
  Score: Raw -66738.730924 + Penalty 6825.888689 = -59912.842235
  nChanged 7
		SP:Iteration 1Q (70580.550000 sec): 3 clusters
  Score: Raw -66795.620221 + Penalty 6825.888689 = -59969.731532
  nChanged 0
		SP:Iteration 2F (70580.560000 sec): 3 clusters
  Score: Raw -66795.620221 + Penalty 6825.888689 = -59969.731532
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (21230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70580.700000 sec): 2 clusters
  Score: Raw -5624905.362703 + Penalty 6102.441965 = -5618802.920739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70580.850000 sec): 3 clusters
  Score: Raw -5613830.671185 + Penalty 12204.883930 = -5601625.787256
  nChanged 8597
		SP:Iteration 1F (70581.010000 sec): 3 clusters
  Score: Raw -5618316.077989 + Penalty 12204.883930 = -5606111.194060
  nChanged 1414
		SP:Iteration 2F (70581.160000 sec): 3 clusters
  Score: Raw -5618993.238309 + Penalty 12204.883930 = -5606788.354380
  nChanged 1061
		SP:Iteration 3Q (70581.320000 sec): 3 clusters
  Score: Raw -5619452.605209 + Penalty 12204.883930 = -5607247.721280
  nChanged 793
		SP:Iteration 4Q (70581.480000 sec): 3 clusters
  Score: Raw -5619796.706905 + Penalty 12204.883930 = -5607591.822975
  nChanged 694
		SP:Iteration 5Q (70581.640000 sec): 3 clusters
  Score: Raw -5620110.100301 + Penalty 12204.883930 = -5607905.216372
  nChanged 682
		SP:Iteration 6Q (70581.800000 sec): 3 clusters
  Score: Raw -5620426.603020 + Penalty 12204.883930 = -5608221.719091
  nChanged 727
		SP:Iteration 7Q (70581.970000 sec): 3 clusters
  Score: Raw -5620768.403326 + Penalty 12204.883930 = -5608563.519396
  nChanged 696
		SP:Iteration 8Q (70582.130000 sec): 3 clusters
  Score: Raw -5621113.161001 + Penalty 12204.883930 = -5608908.277072
  nChanged 732
		SP:Iteration 9Q (70582.290000 sec): 3 clusters
  Score: Raw -5621500.548374 + Penalty 12204.883930 = -5609295.664444
  nChanged 735
		SP:Iteration 10Q (70582.450000 sec): 3 clusters
  Score: Raw -5621909.828321 + Penalty 12204.883930 = -5609704.944391
  nChanged 760
		SP:Iteration 11Q (70582.610000 sec): 3 clusters
  Score: Raw -5622338.736097 + Penalty 12204.883930 = -5610133.852167
  nChanged 741
		SP:Iteration 12Q (70582.770000 sec): 3 clusters
  Score: Raw -5622778.148034 + Penalty 12204.883930 = -5610573.264104
  nChanged 703
		SP:Iteration 13Q (70582.930000 sec): 3 clusters
  Score: Raw -5623225.633935 + Penalty 12204.883930 = -5611020.750006
  nChanged 698
		SP:Iteration 14Q (70583.090000 sec): 3 clusters
  Score: Raw -5623688.524343 + Penalty 12204.883930 = -5611483.640414
  nChanged 639
		SP:Iteration 15Q (70583.240000 sec): 3 clusters
  Score: Raw -5624121.523464 + Penalty 12204.883930 = -5611916.639535
  nChanged 571
		SP:Iteration 16Q (70583.400000 sec): 3 clusters
  Score: Raw -5624508.412220 + Penalty 12204.883930 = -5612303.528290
  nChanged 475
		SP:Iteration 17Q (70583.550000 sec): 3 clusters
  Score: Raw -5624807.395624 + Penalty 12204.883930 = -5612602.511694
  nChanged 378
		SP:Iteration 18Q (70583.700000 sec): 3 clusters
  Score: Raw -5625052.737454 + Penalty 12204.883930 = -5612847.853524
  nChanged 329
		SP:Iteration 19Q (70583.850000 sec): 3 clusters
  Score: Raw -5625270.463214 + Penalty 12204.883930 = -5613065.579284
  nChanged 287
		SP:Iteration 20F (70584.010000 sec): 3 clusters
  Score: Raw -5625464.294347 + Penalty 12204.883930 = -5613259.410418
  nChanged 241
		SP:Iteration 21Q (70584.160000 sec): 3 clusters
  Score: Raw -5625629.298668 + Penalty 12204.883930 = -5613424.414739
  nChanged 208
		SP:Iteration 22Q (70584.300000 sec): 3 clusters
  Score: Raw -5625770.397878 + Penalty 12204.883930 = -5613565.513948
  nChanged 157
		SP:Iteration 23Q (70584.440000 sec): 3 clusters
  Score: Raw -5625887.311447 + Penalty 12204.883930 = -5613682.427517
  nChanged 150
		SP:Iteration 24Q (70584.580000 sec): 3 clusters
  Score: Raw -5626003.856118 + Penalty 12204.883930 = -5613798.972189
  nChanged 133
		SP:Iteration 25Q (70584.720000 sec): 3 clusters
  Score: Raw -5626110.340187 + Penalty 12204.883930 = -5613905.456257
  nChanged 120
		SP:Iteration 26Q (70584.860000 sec): 3 clusters
  Score: Raw -5626205.013717 + Penalty 12204.883930 = -5614000.129787
  nChanged 83
		SP:Iteration 27Q (70584.990000 sec): 3 clusters
  Score: Raw -5626261.683605 + Penalty 12204.883930 = -5614056.799675
  nChanged 58
		SP:Iteration 28Q (70585.120000 sec): 3 clusters
  Score: Raw -5626299.394446 + Penalty 12204.883930 = -5614094.510516
  nChanged 51
		SP:Iteration 29Q (70585.260000 sec): 3 clusters
  Score: Raw -5626330.402398 + Penalty 12204.883930 = -5614125.518469
  nChanged 35
		SP:Iteration 30Q (70585.390000 sec): 3 clusters
  Score: Raw -5626350.190458 + Penalty 12204.883930 = -5614145.306529
  nChanged 30
		SP:Iteration 31Q (70585.520000 sec): 3 clusters
  Score: Raw -5626365.168015 + Penalty 12204.883930 = -5614160.284085
  nChanged 25
		SP:Iteration 32Q (70585.650000 sec): 3 clusters
  Score: Raw -5626380.570006 + Penalty 12204.883930 = -5614175.686077
  nChanged 20
		SP:Iteration 33Q (70585.780000 sec): 3 clusters
  Score: Raw -5626393.078319 + Penalty 12204.883930 = -5614188.194389
  nChanged 21
		SP:Iteration 34Q (70585.910000 sec): 3 clusters
  Score: Raw -5626404.672371 + Penalty 12204.883930 = -5614199.788442
  nChanged 18
		SP:Iteration 35Q (70586.040000 sec): 3 clusters
  Score: Raw -5626415.769180 + Penalty 12204.883930 = -5614210.885250
  nChanged 21
		SP:Iteration 36Q (70586.170000 sec): 3 clusters
  Score: Raw -5626430.597240 + Penalty 12204.883930 = -5614225.713311
  nChanged 24
		SP:Iteration 37Q (70586.300000 sec): 3 clusters
  Score: Raw -5626444.645810 + Penalty 12204.883930 = -5614239.761881
  nChanged 13
		SP:Iteration 38Q (70586.430000 sec): 3 clusters
  Score: Raw -5626451.332481 + Penalty 12204.883930 = -5614246.448551
  nChanged 11
		SP:Iteration 39Q (70586.560000 sec): 3 clusters
  Score: Raw -5626456.940662 + Penalty 12204.883930 = -5614252.056733
  nChanged 5
		SP:Iteration 40F (70586.720000 sec): 3 clusters
  Score: Raw -5626459.659170 + Penalty 12204.883930 = -5614254.775240
  nChanged 6
		SP:Iteration 41Q (70586.850000 sec): 3 clusters
  Score: Raw -5626463.421328 + Penalty 12204.883930 = -5614258.537399
  nChanged 7
		SP:Iteration 42Q (70586.980000 sec): 3 clusters
  Score: Raw -5626467.477466 + Penalty 12204.883930 = -5614262.593536
  nChanged 7
		SP:Iteration 43Q (70587.100000 sec): 3 clusters
  Score: Raw -5626470.262395 + Penalty 12204.883930 = -5614265.378466
  nChanged 7
		SP:Iteration 44Q (70587.220000 sec): 3 clusters
  Score: Raw -5626475.013856 + Penalty 12204.883930 = -5614270.129927
  nChanged 6
		SP:Iteration 45Q (70587.350000 sec): 3 clusters
  Score: Raw -5626477.554982 + Penalty 12204.883930 = -5614272.671052
  nChanged 3
		SP:Iteration 46Q (70587.470000 sec): 3 clusters
  Score: Raw -5626478.235984 + Penalty 12204.883930 = -5614273.352054
  nChanged 1
		SP:Iteration 47Q (70587.600000 sec): 3 clusters
  Score: Raw -5626478.872435 + Penalty 12204.883930 = -5614273.988505
  nChanged 2
		SP:Iteration 48Q (70587.720000 sec): 3 clusters
  Score: Raw -5626479.345337 + Penalty 12204.883930 = -5614274.461408
  nChanged 0
		SP:Iteration 49F (70587.870000 sec): 3 clusters
  Score: Raw -5626479.345337 + Penalty 12204.883930 = -5614274.461408
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (439798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70590.690000 sec): 2 clusters
  Score: Raw -116508503.697380 + Penalty 7958.868371 = -116500544.829009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70594.040000 sec): 3 clusters
  Score: Raw -116221508.166325 + Penalty 15917.736742 = -116205590.429583
  nChanged 211092
		SP:Iteration 1F (70597.270000 sec): 3 clusters
  Score: Raw -116344252.513023 + Penalty 15917.736742 = -116328334.776282
  nChanged 10461
		SP:Iteration 2Q (70600.560000 sec): 3 clusters
  Score: Raw -116345972.812300 + Penalty 15917.736742 = -116330055.075558
  nChanged 10744
		SP:Iteration 3Q (70603.860000 sec): 3 clusters
  Score: Raw -116347846.675935 + Penalty 15917.736742 = -116331928.939193
  nChanged 11077
		SP:Iteration 4Q (70607.170000 sec): 3 clusters
  Score: Raw -116349976.422914 + Penalty 15917.736742 = -116334058.686173
  nChanged 12039
		SP:Iteration 5Q (70610.430000 sec): 3 clusters
  Score: Raw -116352707.133740 + Penalty 15917.736742 = -116336789.396999
  nChanged 13821
		SP:Iteration 6Q (70613.690000 sec): 3 clusters
  Score: Raw -116356698.332996 + Penalty 15917.736742 = -116340780.596254
  nChanged 17092
		SP:Iteration 7Q (70616.950000 sec): 3 clusters
  Score: Raw -116363106.331424 + Penalty 15917.736742 = -116347188.594682
  nChanged 21930
		SP:Iteration 8Q (70620.280000 sec): 3 clusters
  Score: Raw -116373901.592776 + Penalty 15917.736742 = -116357983.856034
  nChanged 28499
		SP:Iteration 9F (70623.560000 sec): 3 clusters
  Score: Raw -116392156.220891 + Penalty 15917.736742 = -116376238.484150
  nChanged 34801
		SP:Iteration 10F (70626.880000 sec): 3 clusters
  Score: Raw -116419820.362783 + Penalty 15917.736742 = -116403902.626041
  nChanged 36073
		SP:Iteration 11F (70630.120000 sec): 3 clusters
  Score: Raw -116452623.198354 + Penalty 15917.736742 = -116436705.461613
  nChanged 29961
		SP:Iteration 12F (70633.440000 sec): 3 clusters
  Score: Raw -116481419.651024 + Penalty 15917.736742 = -116465501.914282
  nChanged 18038
		SP:Iteration 13Q (70636.470000 sec): 3 clusters
  Score: Raw -116498266.808592 + Penalty 15917.736742 = -116482349.071850
  nChanged 7973
		SP:Iteration 14Q (70639.250000 sec): 3 clusters
  Score: Raw -116505343.285161 + Penalty 15917.736742 = -116489425.548420
  nChanged 2927
		SP:Iteration 15Q (70641.780000 sec): 3 clusters
  Score: Raw -116507871.017868 + Penalty 15917.736742 = -116491953.281126
  nChanged 954
		SP:Iteration 16Q (70644.040000 sec): 3 clusters
  Score: Raw -116508758.999045 + Penalty 15917.736742 = -116492841.262303
  nChanged 336
		SP:Iteration 17Q (70646.220000 sec): 3 clusters
  Score: Raw -116509077.273624 + Penalty 15917.736742 = -116493159.536882
  nChanged 162
		SP:Iteration 18Q (70648.370000 sec): 3 clusters
  Score: Raw -116509237.571073 + Penalty 15917.736742 = -116493319.834331
  nChanged 96
		SP:Iteration 19Q (70650.580000 sec): 3 clusters
  Score: Raw -116509330.473135 + Penalty 15917.736742 = -116493412.736393
  nChanged 66
		SP:Iteration 20F (70653.760000 sec): 3 clusters
  Score: Raw -116509396.041459 + Penalty 15917.736742 = -116493478.304717
  nChanged 35
		SP:Iteration 21Q (70655.890000 sec): 3 clusters
  Score: Raw -116509429.123593 + Penalty 15917.736742 = -116493511.386851
  nChanged 27
		SP:Iteration 22Q (70658.070000 sec): 3 clusters
  Score: Raw -116509456.622639 + Penalty 15917.736742 = -116493538.885897
  nChanged 28
		SP:Iteration 23Q (70660.260000 sec): 3 clusters
  Score: Raw -116509478.711680 + Penalty 15917.736742 = -116493560.974938
  nChanged 14
		SP:Iteration 24Q (70662.400000 sec): 3 clusters
  Score: Raw -116509489.028737 + Penalty 15917.736742 = -116493571.291995
  nChanged 9
		SP:Iteration 25Q (70664.520000 sec): 3 clusters
  Score: Raw -116509498.437311 + Penalty 15917.736742 = -116493580.700569
  nChanged 9
		SP:Iteration 26Q (70666.650000 sec): 3 clusters
  Score: Raw -116509508.202729 + Penalty 15917.736742 = -116493590.465987
  nChanged 8
		SP:Iteration 27Q (70668.770000 sec): 3 clusters
  Score: Raw -116509516.347167 + Penalty 15917.736742 = -116493598.610426
  nChanged 7
		SP:Iteration 28Q (70670.920000 sec): 3 clusters
  Score: Raw -116509520.620725 + Penalty 15917.736742 = -116493602.883983
  nChanged 4
		SP:Iteration 29Q (70673.080000 sec): 3 clusters
  Score: Raw -116509523.099236 + Penalty 15917.736742 = -116493605.362495
  nChanged 4
		SP:Iteration 30Q (70675.280000 sec): 3 clusters
  Score: Raw -116509526.897314 + Penalty 15917.736742 = -116493609.160572
  nChanged 5
		SP:Iteration 31Q (70677.460000 sec): 3 clusters
  Score: Raw -116509530.610977 + Penalty 15917.736742 = -116493612.874236
  nChanged 4
		SP:Iteration 32Q (70679.600000 sec): 3 clusters
  Score: Raw -116509533.916506 + Penalty 15917.736742 = -116493616.179764
  nChanged 7
		SP:Iteration 33Q (70681.720000 sec): 3 clusters
  Score: Raw -116509540.592363 + Penalty 15917.736742 = -116493622.855621
  nChanged 5
		SP:Iteration 34Q (70683.840000 sec): 3 clusters
  Score: Raw -116509546.187427 + Penalty 15917.736742 = -116493628.450685
  nChanged 6
		SP:Iteration 35Q (70685.960000 sec): 3 clusters
  Score: Raw -116509550.468442 + Penalty 15917.736742 = -116493632.731700
  nChanged 2
		SP:Iteration 36Q (70688.080000 sec): 3 clusters
  Score: Raw -116509552.537084 + Penalty 15917.736742 = -116493634.800343
  nChanged 3
		SP:Iteration 37Q (70690.190000 sec): 3 clusters
  Score: Raw -116509554.818929 + Penalty 15917.736742 = -116493637.082187
  nChanged 1
		SP:Iteration 38Q (70692.370000 sec): 3 clusters
  Score: Raw -116509555.214028 + Penalty 15917.736742 = -116493637.477286
  nChanged 1
		SP:Iteration 39Q (70694.560000 sec): 3 clusters
  Score: Raw -116509556.040326 + Penalty 15917.736742 = -116493638.303585
  nChanged 0
		SP:Iteration 40F (70697.800000 sec): 3 clusters
  Score: Raw -116509556.040326 + Penalty 15917.736742 = -116493638.303585
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70698.390000 sec): 2 clusters
  Score: Raw -15998123.752721 + Penalty 6740.274759 = -15991383.477962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70698.830000 sec): 3 clusters
  Score: Raw -15962584.547245 + Penalty 13480.549518 = -15949103.997727
  nChanged 26826
		SP:Iteration 1F (70699.270000 sec): 3 clusters
  Score: Raw -15977096.451778 + Penalty 13480.549518 = -15963615.902260
  nChanged 3121
		SP:Iteration 2F (70699.710000 sec): 3 clusters
  Score: Raw -15978232.060368 + Penalty 13480.549518 = -15964751.510850
  nChanged 2723
		SP:Iteration 3Q (70700.150000 sec): 3 clusters
  Score: Raw -15979265.612824 + Penalty 13480.549518 = -15965785.063306
  nChanged 2642
		SP:Iteration 4Q (70700.600000 sec): 3 clusters
  Score: Raw -15980332.644296 + Penalty 13480.549518 = -15966852.094778
  nChanged 2671
		SP:Iteration 5Q (70701.040000 sec): 3 clusters
  Score: Raw -15981448.968766 + Penalty 13480.549518 = -15967968.419248
  nChanged 2729
		SP:Iteration 6Q (70701.490000 sec): 3 clusters
  Score: Raw -15982747.283077 + Penalty 13480.549518 = -15969266.733559
  nChanged 2962
		SP:Iteration 7Q (70701.930000 sec): 3 clusters
  Score: Raw -15984298.229427 + Penalty 13480.549518 = -15970817.679909
  nChanged 3237
		SP:Iteration 8F (70702.370000 sec): 3 clusters
  Score: Raw -15986182.823788 + Penalty 13480.549518 = -15972702.274270
  nChanged 3426
		SP:Iteration 9F (70702.810000 sec): 3 clusters
  Score: Raw -15988426.164328 + Penalty 13480.549518 = -15974945.614810
  nChanged 3342
		SP:Iteration 10F (70703.250000 sec): 3 clusters
  Score: Raw -15990739.203067 + Penalty 13480.549518 = -15977258.653549
  nChanged 3006
		SP:Iteration 11Q (70703.680000 sec): 3 clusters
  Score: Raw -15992901.309660 + Penalty 13480.549518 = -15979420.760142
  nChanged 2471
		SP:Iteration 12Q (70704.110000 sec): 3 clusters
  Score: Raw -15994697.995689 + Penalty 13480.549518 = -15981217.446171
  nChanged 1962
		SP:Iteration 13Q (70704.540000 sec): 3 clusters
  Score: Raw -15996059.490131 + Penalty 13480.549518 = -15982578.940613
  nChanged 1345
		SP:Iteration 14Q (70704.950000 sec): 3 clusters
  Score: Raw -15997013.437384 + Penalty 13480.549518 = -15983532.887866
  nChanged 887
		SP:Iteration 15Q (70705.360000 sec): 3 clusters
  Score: Raw -15997639.720430 + Penalty 13480.549518 = -15984159.170912
  nChanged 607
		SP:Iteration 16Q (70705.750000 sec): 3 clusters
  Score: Raw -15998068.378051 + Penalty 13480.549518 = -15984587.828533
  nChanged 402
		SP:Iteration 17Q (70706.120000 sec): 3 clusters
  Score: Raw -15998350.718026 + Penalty 13480.549518 = -15984870.168508
  nChanged 255
		SP:Iteration 18Q (70706.490000 sec): 3 clusters
  Score: Raw -15998537.752134 + Penalty 13480.549518 = -15985057.202616
  nChanged 165
		SP:Iteration 19Q (70706.850000 sec): 3 clusters
  Score: Raw -15998660.680337 + Penalty 13480.549518 = -15985180.130819
  nChanged 112
		SP:Iteration 20F (70707.280000 sec): 3 clusters
  Score: Raw -15998744.578451 + Penalty 13480.549518 = -15985264.028933
  nChanged 74
		SP:Iteration 21Q (70707.630000 sec): 3 clusters
  Score: Raw -15998799.540125 + Penalty 13480.549518 = -15985318.990607
  nChanged 53
		SP:Iteration 22Q (70707.980000 sec): 3 clusters
  Score: Raw -15998837.278698 + Penalty 13480.549518 = -15985356.729180
  nChanged 45
		SP:Iteration 23Q (70708.320000 sec): 3 clusters
  Score: Raw -15998869.393967 + Penalty 13480.549518 = -15985388.844449
  nChanged 29
		SP:Iteration 24Q (70708.660000 sec): 3 clusters
  Score: Raw -15998889.790195 + Penalty 13480.549518 = -15985409.240677
  nChanged 26
		SP:Iteration 25Q (70709.000000 sec): 3 clusters
  Score: Raw -15998908.533279 + Penalty 13480.549518 = -15985427.983761
  nChanged 24
		SP:Iteration 26Q (70709.340000 sec): 3 clusters
  Score: Raw -15998926.489134 + Penalty 13480.549518 = -15985445.939616
  nChanged 24
		SP:Iteration 27Q (70709.670000 sec): 3 clusters
  Score: Raw -15998944.217154 + Penalty 13480.549518 = -15985463.667636
  nChanged 21
		SP:Iteration 28Q (70710.000000 sec): 3 clusters
  Score: Raw -15998958.698854 + Penalty 13480.549518 = -15985478.149336
  nChanged 18
		SP:Iteration 29Q (70710.340000 sec): 3 clusters
  Score: Raw -15998972.595289 + Penalty 13480.549518 = -15985492.045771
  nChanged 15
		SP:Iteration 30Q (70710.680000 sec): 3 clusters
  Score: Raw -15998982.779458 + Penalty 13480.549518 = -15985502.229940
  nChanged 15
		SP:Iteration 31Q (70711.010000 sec): 3 clusters
  Score: Raw -15998993.627549 + Penalty 13480.549518 = -15985513.078031
  nChanged 10
		SP:Iteration 32Q (70711.340000 sec): 3 clusters
  Score: Raw -15999003.181135 + Penalty 13480.549518 = -15985522.631617
  nChanged 9
		SP:Iteration 33Q (70711.670000 sec): 3 clusters
  Score: Raw -15999009.762919 + Penalty 13480.549518 = -15985529.213401
  nChanged 9
		SP:Iteration 34Q (70712.000000 sec): 3 clusters
  Score: Raw -15999016.651281 + Penalty 13480.549518 = -15985536.101763
  nChanged 9
		SP:Iteration 35Q (70712.330000 sec): 3 clusters
  Score: Raw -15999022.769528 + Penalty 13480.549518 = -15985542.220010
  nChanged 5
		SP:Iteration 36Q (70712.660000 sec): 3 clusters
  Score: Raw -15999026.970882 + Penalty 13480.549518 = -15985546.421364
  nChanged 6
		SP:Iteration 37Q (70712.990000 sec): 3 clusters
  Score: Raw -15999033.406918 + Penalty 13480.549518 = -15985552.857400
  nChanged 5
		SP:Iteration 38Q (70713.320000 sec): 3 clusters
  Score: Raw -15999037.546683 + Penalty 13480.549518 = -15985556.997165
  nChanged 2
		SP:Iteration 39Q (70713.660000 sec): 3 clusters
  Score: Raw -15999038.556751 + Penalty 13480.549518 = -15985558.007233
  nChanged 0
		SP:Iteration 40F (70714.110000 sec): 3 clusters
  Score: Raw -15999038.556751 + Penalty 13480.549518 = -15985558.007233
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70714.240000 sec): 2 clusters
  Score: Raw -4009015.375775 + Penalty 5905.601312 = -4003109.774463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70714.350000 sec): 3 clusters
  Score: Raw -4001271.608081 + Penalty 11811.202624 = -3989460.405457
  nChanged 6074
		SP:Iteration 1F (70714.460000 sec): 3 clusters
  Score: Raw -4004555.578767 + Penalty 11811.202624 = -3992744.376143
  nChanged 1136
		SP:Iteration 2F (70714.580000 sec): 3 clusters
  Score: Raw -4005291.337704 + Penalty 11811.202624 = -3993480.135080
  nChanged 907
		SP:Iteration 3F (70714.690000 sec): 3 clusters
  Score: Raw -4005915.120521 + Penalty 11811.202624 = -3994103.917897
  nChanged 839
		SP:Iteration 4F (70714.800000 sec): 3 clusters
  Score: Raw -4006590.139953 + Penalty 11811.202624 = -3994778.937329
  nChanged 831
		SP:Iteration 5F (70714.920000 sec): 3 clusters
  Score: Raw -4007340.729190 + Penalty 11811.202624 = -3995529.526566
  nChanged 925
		SP:Iteration 6F (70715.030000 sec): 3 clusters
  Score: Raw -4008240.919696 + Penalty 11811.202624 = -3996429.717072
  nChanged 983
		SP:Iteration 7F (70715.140000 sec): 3 clusters
  Score: Raw -4009193.804498 + Penalty 11811.202624 = -3997382.601874
  nChanged 932
		SP:Iteration 8F (70715.250000 sec): 3 clusters
  Score: Raw -4010053.490341 + Penalty 11811.202624 = -3998242.287717
  nChanged 743
		SP:Iteration 9Q (70715.370000 sec): 3 clusters
  Score: Raw -4010671.609828 + Penalty 11811.202624 = -3998860.407204
  nChanged 545
		SP:Iteration 10Q (70715.470000 sec): 3 clusters
  Score: Raw -4011112.473835 + Penalty 11811.202624 = -3999301.271211
  nChanged 419
		SP:Iteration 11Q (70715.580000 sec): 3 clusters
  Score: Raw -4011461.633229 + Penalty 11811.202624 = -3999650.430605
  nChanged 347
		SP:Iteration 12Q (70715.690000 sec): 3 clusters
  Score: Raw -4011737.079927 + Penalty 11811.202624 = -3999925.877303
  nChanged 288
		SP:Iteration 13Q (70715.800000 sec): 3 clusters
  Score: Raw -4011937.804794 + Penalty 11811.202624 = -4000126.602170
  nChanged 210
		SP:Iteration 14Q (70715.900000 sec): 3 clusters
  Score: Raw -4012068.031849 + Penalty 11811.202624 = -4000256.829225
  nChanged 173
		SP:Iteration 15Q (70716.000000 sec): 3 clusters
  Score: Raw -4012165.659041 + Penalty 11811.202624 = -4000354.456417
  nChanged 151
		SP:Iteration 16Q (70716.110000 sec): 3 clusters
  Score: Raw -4012241.070319 + Penalty 11811.202624 = -4000429.867695
  nChanged 117
		SP:Iteration 17Q (70716.210000 sec): 3 clusters
  Score: Raw -4012291.446898 + Penalty 11811.202624 = -4000480.244274
  nChanged 95
		SP:Iteration 18Q (70716.310000 sec): 3 clusters
  Score: Raw -4012331.552312 + Penalty 11811.202624 = -4000520.349688
  nChanged 76
		SP:Iteration 19Q (70716.410000 sec): 3 clusters
  Score: Raw -4012363.523270 + Penalty 11811.202624 = -4000552.320646
  nChanged 55
		SP:Iteration 20F (70716.520000 sec): 3 clusters
  Score: Raw -4012383.165818 + Penalty 11811.202624 = -4000571.963194
  nChanged 40
		SP:Iteration 21Q (70716.620000 sec): 3 clusters
  Score: Raw -4012395.046487 + Penalty 11811.202624 = -4000583.843863
  nChanged 28
		SP:Iteration 22Q (70716.720000 sec): 3 clusters
  Score: Raw -4012403.683872 + Penalty 11811.202624 = -4000592.481248
  nChanged 21
		SP:Iteration 23Q (70716.820000 sec): 3 clusters
  Score: Raw -4012409.485395 + Penalty 11811.202624 = -4000598.282771
  nChanged 21
		SP:Iteration 24Q (70716.920000 sec): 3 clusters
  Score: Raw -4012416.081665 + Penalty 11811.202624 = -4000604.879041
  nChanged 21
		SP:Iteration 25Q (70717.020000 sec): 3 clusters
  Score: Raw -4012420.764789 + Penalty 11811.202624 = -4000609.562165
  nChanged 16
		SP:Iteration 26Q (70717.120000 sec): 3 clusters
  Score: Raw -4012424.861157 + Penalty 11811.202624 = -4000613.658533
  nChanged 10
		SP:Iteration 27Q (70717.220000 sec): 3 clusters
  Score: Raw -4012427.803854 + Penalty 11811.202624 = -4000616.601230
  nChanged 11
		SP:Iteration 28Q (70717.320000 sec): 3 clusters
  Score: Raw -4012430.448633 + Penalty 11811.202624 = -4000619.246009
  nChanged 11
		SP:Iteration 29Q (70717.420000 sec): 3 clusters
  Score: Raw -4012434.096015 + Penalty 11811.202624 = -4000622.893391
  nChanged 10
		SP:Iteration 30Q (70717.520000 sec): 3 clusters
  Score: Raw -4012436.552237 + Penalty 11811.202624 = -4000625.349613
  nChanged 6
		SP:Iteration 31Q (70717.620000 sec): 3 clusters
  Score: Raw -4012438.450839 + Penalty 11811.202624 = -4000627.248215
  nChanged 5
		SP:Iteration 32Q (70717.720000 sec): 3 clusters
  Score: Raw -4012439.159410 + Penalty 11811.202624 = -4000627.956786
  nChanged 0
		SP:Iteration 33F (70717.830000 sec): 3 clusters
  Score: Raw -4012439.159410 + Penalty 11811.202624 = -4000627.956786
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70719.230000 sec): 2 clusters
  Score: Raw -57594665.303762 + Penalty 7522.895748 = -57587142.408014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70720.870000 sec): 3 clusters
  Score: Raw -57457231.022731 + Penalty 15045.791496 = -57442185.231235
  nChanged 101778
		SP:Iteration 1F (70722.520000 sec): 3 clusters
  Score: Raw -57515614.710921 + Penalty 15045.791496 = -57500568.919426
  nChanged 7693
		SP:Iteration 2Q (70724.170000 sec): 3 clusters
  Score: Raw -57518021.841204 + Penalty 15045.791496 = -57502976.049709
  nChanged 8512
		SP:Iteration 3Q (70725.820000 sec): 3 clusters
  Score: Raw -57521406.853492 + Penalty 15045.791496 = -57506361.061996
  nChanged 9660
		SP:Iteration 4Q (70727.460000 sec): 3 clusters
  Score: Raw -57526244.933194 + Penalty 15045.791496 = -57511199.141698
  nChanged 11344
		SP:Iteration 5F (70729.100000 sec): 3 clusters
  Score: Raw -57532772.414785 + Penalty 15045.791496 = -57517726.623290
  nChanged 12485
		SP:Iteration 6F (70730.750000 sec): 3 clusters
  Score: Raw -57540261.009255 + Penalty 15045.791496 = -57525215.217759
  nChanged 12963
		SP:Iteration 7F (70732.370000 sec): 3 clusters
  Score: Raw -57548314.987366 + Penalty 15045.791496 = -57533269.195870
  nChanged 12953
		SP:Iteration 8F (70733.940000 sec): 3 clusters
  Score: Raw -57556590.063541 + Penalty 15045.791496 = -57541544.272045
  nChanged 12025
		SP:Iteration 9F (70735.560000 sec): 3 clusters
  Score: Raw -57564482.758822 + Penalty 15045.791496 = -57549436.967326
  nChanged 10633
		SP:Iteration 10Q (70737.090000 sec): 3 clusters
  Score: Raw -57571693.991005 + Penalty 15045.791496 = -57556648.199509
  nChanged 8994
		SP:Iteration 11Q (70738.610000 sec): 3 clusters
  Score: Raw -57577996.832153 + Penalty 15045.791496 = -57562951.040657
  nChanged 7235
		SP:Iteration 12Q (70740.060000 sec): 3 clusters
  Score: Raw -57583001.745103 + Penalty 15045.791496 = -57567955.953607
  nChanged 5404
		SP:Iteration 13Q (70741.480000 sec): 3 clusters
  Score: Raw -57586529.926453 + Penalty 15045.791496 = -57571484.134957
  nChanged 4270
		SP:Iteration 14Q (70742.850000 sec): 3 clusters
  Score: Raw -57589194.491796 + Penalty 15045.791496 = -57574148.700300
  nChanged 3443
		SP:Iteration 15Q (70744.200000 sec): 3 clusters
  Score: Raw -57591188.307584 + Penalty 15045.791496 = -57576142.516088
  nChanged 2747
		SP:Iteration 16Q (70745.530000 sec): 3 clusters
  Score: Raw -57592724.203613 + Penalty 15045.791496 = -57577678.412118
  nChanged 2206
		SP:Iteration 17Q (70746.800000 sec): 3 clusters
  Score: Raw -57593930.080699 + Penalty 15045.791496 = -57578884.289204
  nChanged 1792
		SP:Iteration 18Q (70748.060000 sec): 3 clusters
  Score: Raw -57594893.396543 + Penalty 15045.791496 = -57579847.605047
  nChanged 1499
		SP:Iteration 19Q (70749.280000 sec): 3 clusters
  Score: Raw -57595648.007569 + Penalty 15045.791496 = -57580602.216073
  nChanged 1269
		SP:Iteration 20F (70750.920000 sec): 3 clusters
  Score: Raw -57596275.929537 + Penalty 15045.791496 = -57581230.138041
  nChanged 1016
		SP:Iteration 21Q (70752.090000 sec): 3 clusters
  Score: Raw -57596738.329893 + Penalty 15045.791496 = -57581692.538397
  nChanged 819
		SP:Iteration 22Q (70753.240000 sec): 3 clusters
  Score: Raw -57597072.139057 + Penalty 15045.791496 = -57582026.347561
  nChanged 667
		SP:Iteration 23Q (70754.380000 sec): 3 clusters
  Score: Raw -57597307.765964 + Penalty 15045.791496 = -57582261.974468
  nChanged 528
		SP:Iteration 24Q (70755.520000 sec): 3 clusters
  Score: Raw -57597477.572113 + Penalty 15045.791496 = -57582431.780617
  nChanged 435
		SP:Iteration 25Q (70756.650000 sec): 3 clusters
  Score: Raw -57597598.585800 + Penalty 15045.791496 = -57582552.794304
  nChanged 342
		SP:Iteration 26Q (70757.780000 sec): 3 clusters
  Score: Raw -57597685.040282 + Penalty 15045.791496 = -57582639.248786
  nChanged 280
		SP:Iteration 27Q (70758.900000 sec): 3 clusters
  Score: Raw -57597751.013645 + Penalty 15045.791496 = -57582705.222150
  nChanged 231
		SP:Iteration 28Q (70760.020000 sec): 3 clusters
  Score: Raw -57597803.600592 + Penalty 15045.791496 = -57582757.809096
  nChanged 183
		SP:Iteration 29Q (70761.180000 sec): 3 clusters
  Score: Raw -57597842.069768 + Penalty 15045.791496 = -57582796.278272
  nChanged 165
		SP:Iteration 30Q (70762.310000 sec): 3 clusters
  Score: Raw -57597874.847997 + Penalty 15045.791496 = -57582829.056501
  nChanged 140
		SP:Iteration 31Q (70763.440000 sec): 3 clusters
  Score: Raw -57597901.709399 + Penalty 15045.791496 = -57582855.917903
  nChanged 116
		SP:Iteration 32Q (70764.590000 sec): 3 clusters
  Score: Raw -57597921.666633 + Penalty 15045.791496 = -57582875.875137
  nChanged 104
		SP:Iteration 33Q (70765.740000 sec): 3 clusters
  Score: Raw -57597939.401811 + Penalty 15045.791496 = -57582893.610316
  nChanged 91
		SP:Iteration 34Q (70766.870000 sec): 3 clusters
  Score: Raw -57597956.153326 + Penalty 15045.791496 = -57582910.361830
  nChanged 82
		SP:Iteration 35Q (70767.980000 sec): 3 clusters
  Score: Raw -57597968.702729 + Penalty 15045.791496 = -57582922.911234
  nChanged 63
		SP:Iteration 36Q (70769.130000 sec): 3 clusters
  Score: Raw -57597979.190449 + Penalty 15045.791496 = -57582933.398953
  nChanged 58
		SP:Iteration 37Q (70770.260000 sec): 3 clusters
  Score: Raw -57597988.652356 + Penalty 15045.791496 = -57582942.860860
  nChanged 60
		SP:Iteration 38Q (70771.370000 sec): 3 clusters
  Score: Raw -57597998.343831 + Penalty 15045.791496 = -57582952.552335
  nChanged 46
		SP:Iteration 39Q (70772.490000 sec): 3 clusters
  Score: Raw -57598004.825240 + Penalty 15045.791496 = -57582959.033744
  nChanged 35
		SP:Iteration 40F (70774.090000 sec): 3 clusters
  Score: Raw -57598009.210181 + Penalty 15045.791496 = -57582963.418685
  nChanged 33
		SP:Iteration 41Q (70775.230000 sec): 3 clusters
  Score: Raw -57598013.574193 + Penalty 15045.791496 = -57582967.782697
  nChanged 30
		SP:Iteration 42Q (70776.380000 sec): 3 clusters
  Score: Raw -57598017.921302 + Penalty 15045.791496 = -57582972.129806
  nChanged 17
		SP:Iteration 43Q (70777.530000 sec): 3 clusters
  Score: Raw -57598020.478965 + Penalty 15045.791496 = -57582974.687470
  nChanged 19
		SP:Iteration 44Q (70778.670000 sec): 3 clusters
  Score: Raw -57598022.950720 + Penalty 15045.791496 = -57582977.159224
  nChanged 17
		SP:Iteration 45Q (70779.810000 sec): 3 clusters
  Score: Raw -57598024.997887 + Penalty 15045.791496 = -57582979.206391
  nChanged 10
		SP:Iteration 46Q (70780.960000 sec): 3 clusters
  Score: Raw -57598026.001164 + Penalty 15045.791496 = -57582980.209668
  nChanged 12
		SP:Iteration 47Q (70782.070000 sec): 3 clusters
  Score: Raw -57598027.890814 + Penalty 15045.791496 = -57582982.099318
  nChanged 10
		SP:Iteration 48Q (70783.180000 sec): 3 clusters
  Score: Raw -57598028.980916 + Penalty 15045.791496 = -57582983.189421
  nChanged 8
		SP:Iteration 49Q (70784.300000 sec): 3 clusters
  Score: Raw -57598029.940058 + Penalty 15045.791496 = -57582984.148562
  nChanged 7
		SP:Iteration 50Q (70785.410000 sec): 3 clusters
  Score: Raw -57598030.626802 + Penalty 15045.791496 = -57582984.835306
  nChanged 5
		SP:Iteration 51Q (70786.530000 sec): 3 clusters
  Score: Raw -57598031.322784 + Penalty 15045.791496 = -57582985.531288
  nChanged 8
		SP:Iteration 52Q (70787.640000 sec): 3 clusters
  Score: Raw -57598032.373603 + Penalty 15045.791496 = -57582986.582107
  nChanged 8
		SP:Iteration 53Q (70788.760000 sec): 3 clusters
  Score: Raw -57598033.485386 + Penalty 15045.791496 = -57582987.693890
  nChanged 4
		SP:Iteration 54Q (70789.870000 sec): 3 clusters
  Score: Raw -57598034.105406 + Penalty 15045.791496 = -57582988.313910
  nChanged 2
		SP:Iteration 55Q (70790.980000 sec): 3 clusters
  Score: Raw -57598034.410267 + Penalty 15045.791496 = -57582988.618771
  nChanged 2
		SP:Iteration 56Q (70792.090000 sec): 3 clusters
  Score: Raw -57598034.606366 + Penalty 15045.791496 = -57582988.814870
  nChanged 1
		SP:Iteration 57Q (70793.200000 sec): 3 clusters
  Score: Raw -57598034.681114 + Penalty 15045.791496 = -57582988.889619
  nChanged 0
		SP:Iteration 58F (70794.840000 sec): 3 clusters
  Score: Raw -57598034.681114 + Penalty 15045.791496 = -57582988.889619
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70795.050000 sec): 2 clusters
  Score: Raw -3106277.776733 + Penalty 5758.847275 = -3100518.929458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70795.140000 sec): 3 clusters
  Score: Raw -3100528.133889 + Penalty 11517.694551 = -3089010.439339
  nChanged 4564
		SP:Iteration 1F (70795.230000 sec): 3 clusters
  Score: Raw -3103191.039178 + Penalty 11517.694551 = -3091673.344627
  nChanged 941
		SP:Iteration 2F (70795.320000 sec): 3 clusters
  Score: Raw -3103805.793816 + Penalty 11517.694551 = -3092288.099265
  nChanged 651
		SP:Iteration 3F (70795.410000 sec): 3 clusters
  Score: Raw -3104273.347199 + Penalty 11517.694551 = -3092755.652648
  nChanged 587
		SP:Iteration 4Q (70795.500000 sec): 3 clusters
  Score: Raw -3104793.567222 + Penalty 11517.694551 = -3093275.872672
  nChanged 634
		SP:Iteration 5F (70795.590000 sec): 3 clusters
  Score: Raw -3105456.154870 + Penalty 11517.694551 = -3093938.460319
  nChanged 697
		SP:Iteration 6F (70795.680000 sec): 3 clusters
  Score: Raw -3106236.201247 + Penalty 11517.694551 = -3094718.506696
  nChanged 715
		SP:Iteration 7F (70795.770000 sec): 3 clusters
  Score: Raw -3107113.246310 + Penalty 11517.694551 = -3095595.551760
  nChanged 749
		SP:Iteration 8F (70795.860000 sec): 3 clusters
  Score: Raw -3108044.642399 + Penalty 11517.694551 = -3096526.947848
  nChanged 680
		SP:Iteration 9F (70795.950000 sec): 3 clusters
  Score: Raw -3108873.272958 + Penalty 11517.694551 = -3097355.578407
  nChanged 562
		SP:Iteration 10Q (70796.040000 sec): 3 clusters
  Score: Raw -3109417.327760 + Penalty 11517.694551 = -3097899.633209
  nChanged 407
		SP:Iteration 11Q (70796.120000 sec): 3 clusters
  Score: Raw -3109712.498975 + Penalty 11517.694551 = -3098194.804424
  nChanged 298
		SP:Iteration 12Q (70796.200000 sec): 3 clusters
  Score: Raw -3109914.039499 + Penalty 11517.694551 = -3098396.344948
  nChanged 235
		SP:Iteration 13Q (70796.290000 sec): 3 clusters
  Score: Raw -3110051.597721 + Penalty 11517.694551 = -3098533.903170
  nChanged 176
		SP:Iteration 14Q (70796.370000 sec): 3 clusters
  Score: Raw -3110151.065054 + Penalty 11517.694551 = -3098633.370504
  nChanged 145
		SP:Iteration 15Q (70796.450000 sec): 3 clusters
  Score: Raw -3110233.223407 + Penalty 11517.694551 = -3098715.528856
  nChanged 128
		SP:Iteration 16Q (70796.530000 sec): 3 clusters
  Score: Raw -3110298.358744 + Penalty 11517.694551 = -3098780.664193
  nChanged 109
		SP:Iteration 17Q (70796.610000 sec): 3 clusters
  Score: Raw -3110350.086053 + Penalty 11517.694551 = -3098832.391502
  nChanged 92
		SP:Iteration 18Q (70796.690000 sec): 3 clusters
  Score: Raw -3110391.123675 + Penalty 11517.694551 = -3098873.429124
  nChanged 70
		SP:Iteration 19Q (70796.770000 sec): 3 clusters
  Score: Raw -3110422.444368 + Penalty 11517.694551 = -3098904.749817
  nChanged 65
		SP:Iteration 20F (70796.860000 sec): 3 clusters
  Score: Raw -3110449.044423 + Penalty 11517.694551 = -3098931.349872
  nChanged 48
		SP:Iteration 21Q (70796.950000 sec): 3 clusters
  Score: Raw -3110467.699440 + Penalty 11517.694551 = -3098950.004889
  nChanged 35
		SP:Iteration 22Q (70797.030000 sec): 3 clusters
  Score: Raw -3110480.770802 + Penalty 11517.694551 = -3098963.076251
  nChanged 33
		SP:Iteration 23Q (70797.110000 sec): 3 clusters
  Score: Raw -3110493.401824 + Penalty 11517.694551 = -3098975.707274
  nChanged 31
		SP:Iteration 24Q (70797.190000 sec): 3 clusters
  Score: Raw -3110505.457030 + Penalty 11517.694551 = -3098987.762479
  nChanged 30
		SP:Iteration 25Q (70797.270000 sec): 3 clusters
  Score: Raw -3110516.883845 + Penalty 11517.694551 = -3098999.189294
  nChanged 29
		SP:Iteration 26Q (70797.350000 sec): 3 clusters
  Score: Raw -3110528.330202 + Penalty 11517.694551 = -3099010.635651
  nChanged 26
		SP:Iteration 27Q (70797.430000 sec): 3 clusters
  Score: Raw -3110537.233111 + Penalty 11517.694551 = -3099019.538560
  nChanged 13
		SP:Iteration 28Q (70797.510000 sec): 3 clusters
  Score: Raw -3110542.234591 + Penalty 11517.694551 = -3099024.540040
  nChanged 13
		SP:Iteration 29Q (70797.590000 sec): 3 clusters
  Score: Raw -3110545.838201 + Penalty 11517.694551 = -3099028.143650
  nChanged 9
		SP:Iteration 30Q (70797.670000 sec): 3 clusters
  Score: Raw -3110547.830271 + Penalty 11517.694551 = -3099030.135721
  nChanged 5
		SP:Iteration 31Q (70797.740000 sec): 3 clusters
  Score: Raw -3110548.839543 + Penalty 11517.694551 = -3099031.144992
  nChanged 4
		SP:Iteration 32Q (70797.820000 sec): 3 clusters
  Score: Raw -3110549.745710 + Penalty 11517.694551 = -3099032.051159
  nChanged 5
		SP:Iteration 33Q (70797.900000 sec): 3 clusters
  Score: Raw -3110550.406315 + Penalty 11517.694551 = -3099032.711765
  nChanged 1
		SP:Iteration 34Q (70797.980000 sec): 3 clusters
  Score: Raw -3110550.748955 + Penalty 11517.694551 = -3099033.054405
  nChanged 1
		SP:Iteration 35Q (70798.050000 sec): 3 clusters
  Score: Raw -3110550.938419 + Penalty 11517.694551 = -3099033.243868
  nChanged 0
		SP:Iteration 36F (70798.140000 sec): 3 clusters
  Score: Raw -3110550.938419 + Penalty 11517.694551 = -3099033.243868
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (21054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70798.280000 sec): 2 clusters
  Score: Raw -5610534.440564 + Penalty 6097.343080 = -5604437.097484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70798.430000 sec): 3 clusters
  Score: Raw -5599534.464761 + Penalty 12194.686160 = -5587339.778602
  nChanged 8512
		SP:Iteration 1F (70798.590000 sec): 3 clusters
  Score: Raw -5604331.973353 + Penalty 12194.686160 = -5592137.287194
  nChanged 1554
		SP:Iteration 2F (70798.750000 sec): 3 clusters
  Score: Raw -5605358.135453 + Penalty 12194.686160 = -5593163.449293
  nChanged 1424
		SP:Iteration 3F (70798.900000 sec): 3 clusters
  Score: Raw -5606651.771771 + Penalty 12194.686160 = -5594457.085611
  nChanged 1666
		SP:Iteration 4F (70799.050000 sec): 3 clusters
  Score: Raw -5608459.744030 + Penalty 12194.686160 = -5596265.057870
  nChanged 1764
		SP:Iteration 5F (70799.210000 sec): 3 clusters
  Score: Raw -5610338.142869 + Penalty 12194.686160 = -5598143.456709
  nChanged 1520
		SP:Iteration 6F (70799.360000 sec): 3 clusters
  Score: Raw -5611599.900332 + Penalty 12194.686160 = -5599405.214172
  nChanged 1086
		SP:Iteration 7F (70799.510000 sec): 3 clusters
  Score: Raw -5612243.828629 + Penalty 12194.686160 = -5600049.142469
  nChanged 681
		SP:Iteration 8Q (70799.670000 sec): 3 clusters
  Score: Raw -5612515.629060 + Penalty 12194.686160 = -5600320.942900
  nChanged 386
		SP:Iteration 9Q (70799.820000 sec): 3 clusters
  Score: Raw -5612639.776210 + Penalty 12194.686160 = -5600445.090050
  nChanged 227
		SP:Iteration 10Q (70799.970000 sec): 3 clusters
  Score: Raw -5612704.842209 + Penalty 12194.686160 = -5600510.156049
  nChanged 162
		SP:Iteration 11Q (70800.130000 sec): 3 clusters
  Score: Raw -5612743.505898 + Penalty 12194.686160 = -5600548.819738
  nChanged 107
		SP:Iteration 12Q (70800.280000 sec): 3 clusters
  Score: Raw -5612764.091968 + Penalty 12194.686160 = -5600569.405808
  nChanged 65
		SP:Iteration 13Q (70800.430000 sec): 3 clusters
  Score: Raw -5612775.988641 + Penalty 12194.686160 = -5600581.302481
  nChanged 40
		SP:Iteration 14Q (70800.580000 sec): 3 clusters
  Score: Raw -5612782.048493 + Penalty 12194.686160 = -5600587.362333
  nChanged 17
		SP:Iteration 15Q (70800.740000 sec): 3 clusters
  Score: Raw -5612785.056574 + Penalty 12194.686160 = -5600590.370414
  nChanged 9
		SP:Iteration 16Q (70800.890000 sec): 3 clusters
  Score: Raw -5612786.542967 + Penalty 12194.686160 = -5600591.856807
  nChanged 5
		SP:Iteration 17Q (70801.040000 sec): 3 clusters
  Score: Raw -5612787.250855 + Penalty 12194.686160 = -5600592.564695
  nChanged 2
		SP:Iteration 18Q (70801.190000 sec): 3 clusters
  Score: Raw -5612787.762255 + Penalty 12194.686160 = -5600593.076095
  nChanged 1
		SP:Iteration 19Q (70801.340000 sec): 3 clusters
  Score: Raw -5612787.886864 + Penalty 12194.686160 = -5600593.200704
  nChanged 3
		SP:Iteration 20F (70801.490000 sec): 3 clusters
  Score: Raw -5612788.366446 + Penalty 12194.686160 = -5600593.680287
  nChanged 3
		SP:Iteration 21Q (70801.640000 sec): 3 clusters
  Score: Raw -5612788.795393 + Penalty 12194.686160 = -5600594.109233
  nChanged 1
		SP:Iteration 22Q (70801.800000 sec): 3 clusters
  Score: Raw -5612788.918544 + Penalty 12194.686160 = -5600594.232384
  nChanged 0
		SP:Iteration 23F (70801.950000 sec): 3 clusters
  Score: Raw -5612788.918544 + Penalty 12194.686160 = -5600594.232384
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70802.000000 sec): 2 clusters
  Score: Raw -1488434.514019 + Penalty 5302.491532 = -1483132.022487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70802.040000 sec): 3 clusters
  Score: Raw -1486201.840605 + Penalty 10604.983064 = -1475596.857541
  nChanged 1872
		SP:Iteration 1F (70802.080000 sec): 3 clusters
  Score: Raw -1487590.142517 + Penalty 10604.983064 = -1476985.159453
  nChanged 439
		SP:Iteration 2F (70802.130000 sec): 3 clusters
  Score: Raw -1487977.229390 + Penalty 10604.983064 = -1477372.246326
  nChanged 272
		SP:Iteration 3Q (70802.170000 sec): 3 clusters
  Score: Raw -1488251.720743 + Penalty 10604.983064 = -1477646.737679
  nChanged 240
		SP:Iteration 4Q (70802.210000 sec): 3 clusters
  Score: Raw -1488489.738618 + Penalty 10604.983064 = -1477884.755554
  nChanged 209
		SP:Iteration 5Q (70802.250000 sec): 3 clusters
  Score: Raw -1488700.683036 + Penalty 10604.983064 = -1478095.699972
  nChanged 159
		SP:Iteration 6Q (70802.290000 sec): 3 clusters
  Score: Raw -1488863.849816 + Penalty 10604.983064 = -1478258.866753
  nChanged 183
		SP:Iteration 7Q (70802.330000 sec): 3 clusters
  Score: Raw -1489089.674677 + Penalty 10604.983064 = -1478484.691614
  nChanged 190
		SP:Iteration 8Q (70802.370000 sec): 3 clusters
  Score: Raw -1489361.045649 + Penalty 10604.983064 = -1478756.062585
  nChanged 209
		SP:Iteration 9Q (70802.410000 sec): 3 clusters
  Score: Raw -1489651.694157 + Penalty 10604.983064 = -1479046.711093
  nChanged 229
		SP:Iteration 10Q (70802.450000 sec): 3 clusters
  Score: Raw -1490002.638537 + Penalty 10604.983064 = -1479397.655473
  nChanged 235
		SP:Iteration 11Q (70802.490000 sec): 3 clusters
  Score: Raw -1490357.687066 + Penalty 10604.983064 = -1479752.704002
  nChanged 239
		SP:Iteration 12Q (70802.520000 sec): 3 clusters
  Score: Raw -1490694.948235 + Penalty 10604.983064 = -1480089.965171
  nChanged 181
		SP:Iteration 13Q (70802.560000 sec): 3 clusters
  Score: Raw -1490953.524903 + Penalty 10604.983064 = -1480348.541839
  nChanged 157
		SP:Iteration 14Q (70802.600000 sec): 3 clusters
  Score: Raw -1491197.090549 + Penalty 10604.983064 = -1480592.107485
  nChanged 127
		SP:Iteration 15Q (70802.630000 sec): 3 clusters
  Score: Raw -1491428.803858 + Penalty 10604.983064 = -1480823.820794
  nChanged 130
		SP:Iteration 16Q (70802.670000 sec): 3 clusters
  Score: Raw -1491722.954349 + Penalty 10604.983064 = -1481117.971285
  nChanged 132
		SP:Iteration 17Q (70802.700000 sec): 3 clusters
  Score: Raw -1492002.953893 + Penalty 10604.983064 = -1481397.970829
  nChanged 104
		SP:Iteration 18Q (70802.730000 sec): 3 clusters
  Score: Raw -1492230.537120 + Penalty 10604.983064 = -1481625.554056
  nChanged 74
		SP:Iteration 19Q (70802.760000 sec): 3 clusters
  Score: Raw -1492368.372296 + Penalty 10604.983064 = -1481763.389232
  nChanged 49
		SP:Iteration 20F (70802.800000 sec): 3 clusters
  Score: Raw -1492422.942318 + Penalty 10604.983064 = -1481817.959254
  nChanged 25
		SP:Iteration 21Q (70802.840000 sec): 3 clusters
  Score: Raw -1492444.937613 + Penalty 10604.983064 = -1481839.954549
  nChanged 18
		SP:Iteration 22Q (70802.870000 sec): 3 clusters
  Score: Raw -1492458.909498 + Penalty 10604.983064 = -1481853.926434
  nChanged 17
		SP:Iteration 23Q (70802.900000 sec): 3 clusters
  Score: Raw -1492475.573555 + Penalty 10604.983064 = -1481870.590492
  nChanged 18
		SP:Iteration 24Q (70802.930000 sec): 3 clusters
  Score: Raw -1492488.301689 + Penalty 10604.983064 = -1481883.318625
  nChanged 7
		SP:Iteration 25Q (70802.960000 sec): 3 clusters
  Score: Raw -1492491.052222 + Penalty 10604.983064 = -1481886.069158
  nChanged 2
		SP:Iteration 26Q (70802.990000 sec): 3 clusters
  Score: Raw -1492492.719186 + Penalty 10604.983064 = -1481887.736123
  nChanged 2
		SP:Iteration 27Q (70803.020000 sec): 3 clusters
  Score: Raw -1492493.759627 + Penalty 10604.983064 = -1481888.776563
  nChanged 0
		SP:Iteration 28F (70803.060000 sec): 3 clusters
  Score: Raw -1492493.759627 + Penalty 10604.983064 = -1481888.776563
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70803.080000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70803.090000 sec): 3 clusters
  Score: Raw -406596.935993 + Penalty 8995.697131 = -397601.238862
  nChanged 302
		SP:Iteration 1F (70803.100000 sec): 3 clusters
  Score: Raw -407152.572700 + Penalty 8995.697131 = -398156.875569
  nChanged 91
		SP:Iteration 2F (70803.110000 sec): 3 clusters
  Score: Raw -407394.554524 + Penalty 8995.697131 = -398398.857394
  nChanged 67
		SP:Iteration 3Q (70803.120000 sec): 3 clusters
  Score: Raw -407593.261436 + Penalty 8995.697131 = -398597.564305
  nChanged 53
		SP:Iteration 4Q (70803.130000 sec): 3 clusters
  Score: Raw -407737.566519 + Penalty 8995.697131 = -398741.869388
  nChanged 46
		SP:Iteration 5Q (70803.140000 sec): 3 clusters
  Score: Raw -407847.616806 + Penalty 8995.697131 = -398851.919676
  nChanged 42
		SP:Iteration 6Q (70803.150000 sec): 3 clusters
  Score: Raw -407965.955896 + Penalty 8995.697131 = -398970.258765
  nChanged 34
		SP:Iteration 7Q (70803.160000 sec): 3 clusters
  Score: Raw -408060.133246 + Penalty 8995.697131 = -399064.436115
  nChanged 36
		SP:Iteration 8Q (70803.170000 sec): 3 clusters
  Score: Raw -408135.876794 + Penalty 8995.697131 = -399140.179664
  nChanged 29
		SP:Iteration 9Q (70803.180000 sec): 3 clusters
  Score: Raw -408195.779312 + Penalty 8995.697131 = -399200.082181
  nChanged 25
		SP:Iteration 10Q (70803.190000 sec): 3 clusters
  Score: Raw -408258.339636 + Penalty 8995.697131 = -399262.642505
  nChanged 26
		SP:Iteration 11Q (70803.200000 sec): 3 clusters
  Score: Raw -408323.377459 + Penalty 8995.697131 = -399327.680328
  nChanged 22
		SP:Iteration 12Q (70803.210000 sec): 3 clusters
  Score: Raw -408371.497340 + Penalty 8995.697131 = -399375.800209
  nChanged 9
		SP:Iteration 13Q (70803.220000 sec): 3 clusters
  Score: Raw -408389.489077 + Penalty 8995.697131 = -399393.791946
  nChanged 9
		SP:Iteration 14Q (70803.230000 sec): 3 clusters
  Score: Raw -408405.857748 + Penalty 8995.697131 = -399410.160618
  nChanged 7
		SP:Iteration 15Q (70803.240000 sec): 3 clusters
  Score: Raw -408420.030443 + Penalty 8995.697131 = -399424.333312
  nChanged 9
		SP:Iteration 16Q (70803.250000 sec): 3 clusters
  Score: Raw -408441.061301 + Penalty 8995.697131 = -399445.364170
  nChanged 11
		SP:Iteration 17Q (70803.260000 sec): 3 clusters
  Score: Raw -408466.966831 + Penalty 8995.697131 = -399471.269700
  nChanged 8
		SP:Iteration 18Q (70803.270000 sec): 3 clusters
  Score: Raw -408482.877754 + Penalty 8995.697131 = -399487.180623
  nChanged 6
		SP:Iteration 19Q (70803.280000 sec): 3 clusters
  Score: Raw -408495.591046 + Penalty 8995.697131 = -399499.893915
  nChanged 3
		SP:Iteration 20F (70803.290000 sec): 3 clusters
  Score: Raw -408500.255727 + Penalty 8995.697131 = -399504.558597
  nChanged 5
		SP:Iteration 21Q (70803.300000 sec): 3 clusters
  Score: Raw -408513.669996 + Penalty 8995.697131 = -399517.972865
  nChanged 2
		SP:Iteration 22Q (70803.310000 sec): 3 clusters
  Score: Raw -408520.366606 + Penalty 8995.697131 = -399524.669475
  nChanged 3
		SP:Iteration 23Q (70803.320000 sec): 3 clusters
  Score: Raw -408527.950174 + Penalty 8995.697131 = -399532.253043
  nChanged 1
		SP:Iteration 24Q (70803.320000 sec): 3 clusters
  Score: Raw -408529.157027 + Penalty 8995.697131 = -399533.459896
  nChanged 1
		SP:Iteration 25Q (70803.340000 sec): 3 clusters
  Score: Raw -408531.427815 + Penalty 8995.697131 = -399535.730684
  nChanged 2
		SP:Iteration 26Q (70803.340000 sec): 3 clusters
  Score: Raw -408534.539869 + Penalty 8995.697131 = -399538.842738
  nChanged 0
		SP:Iteration 27F (70803.360000 sec): 3 clusters
  Score: Raw -408534.539869 + Penalty 8995.697131 = -399538.842738
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (66093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70803.790000 sec): 2 clusters
  Score: Raw -17560513.614212 + Penalty 6798.026099 = -17553715.588114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70804.280000 sec): 3 clusters
  Score: Raw -17521122.456760 + Penalty 13596.052197 = -17507526.404563
  nChanged 29658
		SP:Iteration 1F (70804.770000 sec): 3 clusters
  Score: Raw -17537269.201039 + Penalty 13596.052197 = -17523673.148842
  nChanged 3315
		SP:Iteration 2F (70805.260000 sec): 3 clusters
  Score: Raw -17538413.316812 + Penalty 13596.052197 = -17524817.264615
  nChanged 2888
		SP:Iteration 3Q (70805.750000 sec): 3 clusters
  Score: Raw -17539443.581233 + Penalty 13596.052197 = -17525847.529036
  nChanged 2758
		SP:Iteration 4Q (70806.240000 sec): 3 clusters
  Score: Raw -17540538.648421 + Penalty 13596.052197 = -17526942.596224
  nChanged 2802
		SP:Iteration 5Q (70806.730000 sec): 3 clusters
  Score: Raw -17541780.585238 + Penalty 13596.052197 = -17528184.533040
  nChanged 3006
		SP:Iteration 6Q (70807.220000 sec): 3 clusters
  Score: Raw -17543340.892795 + Penalty 13596.052197 = -17529744.840598
  nChanged 3222
		SP:Iteration 7Q (70807.710000 sec): 3 clusters
  Score: Raw -17545272.552429 + Penalty 13596.052197 = -17531676.500232
  nChanged 3518
		SP:Iteration 8F (70808.200000 sec): 3 clusters
  Score: Raw -17547788.111879 + Penalty 13596.052197 = -17534192.059682
  nChanged 3588
		SP:Iteration 9F (70808.680000 sec): 3 clusters
  Score: Raw -17550933.511115 + Penalty 13596.052197 = -17537337.458917
  nChanged 3498
		SP:Iteration 10F (70809.170000 sec): 3 clusters
  Score: Raw -17554352.537939 + Penalty 13596.052197 = -17540756.485742
  nChanged 2797
		SP:Iteration 11Q (70809.630000 sec): 3 clusters
  Score: Raw -17557288.360056 + Penalty 13596.052197 = -17543692.307859
  nChanged 2314
		SP:Iteration 12Q (70810.060000 sec): 3 clusters
  Score: Raw -17559220.091948 + Penalty 13596.052197 = -17545624.039751
  nChanged 1771
		SP:Iteration 13Q (70810.480000 sec): 3 clusters
  Score: Raw -17560380.275186 + Penalty 13596.052197 = -17546784.222989
  nChanged 1371
		SP:Iteration 14Q (70810.900000 sec): 3 clusters
  Score: Raw -17561097.717550 + Penalty 13596.052197 = -17547501.665353
  nChanged 1002
		SP:Iteration 15Q (70811.300000 sec): 3 clusters
  Score: Raw -17561474.423194 + Penalty 13596.052197 = -17547878.370997
  nChanged 666
		SP:Iteration 16Q (70811.730000 sec): 3 clusters
  Score: Raw -17561692.007405 + Penalty 13596.052197 = -17548095.955208
  nChanged 483
		SP:Iteration 17Q (70812.140000 sec): 3 clusters
  Score: Raw -17561832.766158 + Penalty 13596.052197 = -17548236.713961
  nChanged 384
		SP:Iteration 18Q (70812.540000 sec): 3 clusters
  Score: Raw -17561931.352210 + Penalty 13596.052197 = -17548335.300013
  nChanged 305
		SP:Iteration 19Q (70812.930000 sec): 3 clusters
  Score: Raw -17562002.944021 + Penalty 13596.052197 = -17548406.891824
  nChanged 220
		SP:Iteration 20F (70813.420000 sec): 3 clusters
  Score: Raw -17562051.046123 + Penalty 13596.052197 = -17548454.993926
  nChanged 194
		SP:Iteration 21Q (70813.820000 sec): 3 clusters
  Score: Raw -17562087.939981 + Penalty 13596.052197 = -17548491.887784
  nChanged 161
		SP:Iteration 22Q (70814.210000 sec): 3 clusters
  Score: Raw -17562118.751718 + Penalty 13596.052197 = -17548522.699521
  nChanged 128
		SP:Iteration 23Q (70814.610000 sec): 3 clusters
  Score: Raw -17562142.766481 + Penalty 13596.052197 = -17548546.714284
  nChanged 119
		SP:Iteration 24Q (70815.000000 sec): 3 clusters
  Score: Raw -17562163.331611 + Penalty 13596.052197 = -17548567.279414
  nChanged 130
		SP:Iteration 25Q (70815.400000 sec): 3 clusters
  Score: Raw -17562187.038211 + Penalty 13596.052197 = -17548590.986014
  nChanged 119
		SP:Iteration 26Q (70815.790000 sec): 3 clusters
  Score: Raw -17562208.294734 + Penalty 13596.052197 = -17548612.242537
  nChanged 105
		SP:Iteration 27Q (70816.190000 sec): 3 clusters
  Score: Raw -17562225.483128 + Penalty 13596.052197 = -17548629.430931
  nChanged 110
		SP:Iteration 28Q (70816.580000 sec): 3 clusters
  Score: Raw -17562245.273131 + Penalty 13596.052197 = -17548649.220934
  nChanged 101
		SP:Iteration 29Q (70816.970000 sec): 3 clusters
  Score: Raw -17562263.443506 + Penalty 13596.052197 = -17548667.391309
  nChanged 95
		SP:Iteration 30Q (70817.370000 sec): 3 clusters
  Score: Raw -17562277.873014 + Penalty 13596.052197 = -17548681.820817
  nChanged 91
		SP:Iteration 31Q (70817.770000 sec): 3 clusters
  Score: Raw -17562292.977361 + Penalty 13596.052197 = -17548696.925164
  nChanged 93
		SP:Iteration 32Q (70818.170000 sec): 3 clusters
  Score: Raw -17562308.378012 + Penalty 13596.052197 = -17548712.325815
  nChanged 90
		SP:Iteration 33Q (70818.580000 sec): 3 clusters
  Score: Raw -17562322.736640 + Penalty 13596.052197 = -17548726.684443
  nChanged 72
		SP:Iteration 34Q (70818.990000 sec): 3 clusters
  Score: Raw -17562334.335198 + Penalty 13596.052197 = -17548738.283000
  nChanged 68
		SP:Iteration 35Q (70819.390000 sec): 3 clusters
  Score: Raw -17562344.743791 + Penalty 13596.052197 = -17548748.691594
  nChanged 63
		SP:Iteration 36Q (70819.790000 sec): 3 clusters
  Score: Raw -17562356.218565 + Penalty 13596.052197 = -17548760.166368
  nChanged 69
		SP:Iteration 37Q (70820.180000 sec): 3 clusters
  Score: Raw -17562367.304702 + Penalty 13596.052197 = -17548771.252504
  nChanged 57
		SP:Iteration 38Q (70820.570000 sec): 3 clusters
  Score: Raw -17562375.829881 + Penalty 13596.052197 = -17548779.777684
  nChanged 47
		SP:Iteration 39Q (70820.960000 sec): 3 clusters
  Score: Raw -17562383.330301 + Penalty 13596.052197 = -17548787.278103
  nChanged 54
		SP:Iteration 40F (70821.450000 sec): 3 clusters
  Score: Raw -17562392.350369 + Penalty 13596.052197 = -17548796.298171
  nChanged 48
		SP:Iteration 41Q (70821.840000 sec): 3 clusters
  Score: Raw -17562400.343185 + Penalty 13596.052197 = -17548804.290988
  nChanged 47
		SP:Iteration 42Q (70822.230000 sec): 3 clusters
  Score: Raw -17562407.908417 + Penalty 13596.052197 = -17548811.856219
  nChanged 52
		SP:Iteration 43Q (70822.630000 sec): 3 clusters
  Score: Raw -17562416.113450 + Penalty 13596.052197 = -17548820.061253
  nChanged 52
		SP:Iteration 44Q (70823.020000 sec): 3 clusters
  Score: Raw -17562424.325342 + Penalty 13596.052197 = -17548828.273145
  nChanged 55
		SP:Iteration 45Q (70823.410000 sec): 3 clusters
  Score: Raw -17562433.550305 + Penalty 13596.052197 = -17548837.498108
  nChanged 54
		SP:Iteration 46Q (70823.800000 sec): 3 clusters
  Score: Raw -17562441.898464 + Penalty 13596.052197 = -17548845.846267
  nChanged 47
		SP:Iteration 47Q (70824.190000 sec): 3 clusters
  Score: Raw -17562449.494619 + Penalty 13596.052197 = -17548853.442422
  nChanged 50
		SP:Iteration 48Q (70824.580000 sec): 3 clusters
  Score: Raw -17562458.457228 + Penalty 13596.052197 = -17548862.405031
  nChanged 53
		SP:Iteration 49Q (70824.970000 sec): 3 clusters
  Score: Raw -17562466.791710 + Penalty 13596.052197 = -17548870.739513
  nChanged 54
		SP:Iteration 50Q (70825.360000 sec): 3 clusters
  Score: Raw -17562475.224253 + Penalty 13596.052197 = -17548879.172056
  nChanged 42
		SP:Iteration 51Q (70825.750000 sec): 3 clusters
  Score: Raw -17562481.431706 + Penalty 13596.052197 = -17548885.379509
  nChanged 41
		SP:Iteration 52Q (70826.140000 sec): 3 clusters
  Score: Raw -17562487.311216 + Penalty 13596.052197 = -17548891.259019
  nChanged 27
		SP:Iteration 53Q (70826.530000 sec): 3 clusters
  Score: Raw -17562491.379220 + Penalty 13596.052197 = -17548895.327023
  nChanged 30
		SP:Iteration 54Q (70826.910000 sec): 3 clusters
  Score: Raw -17562496.854871 + Penalty 13596.052197 = -17548900.802674
  nChanged 37
		SP:Iteration 55Q (70827.300000 sec): 3 clusters
  Score: Raw -17562502.347573 + Penalty 13596.052197 = -17548906.295375
  nChanged 43
		SP:Iteration 56Q (70827.690000 sec): 3 clusters
  Score: Raw -17562509.142238 + Penalty 13596.052197 = -17548913.090041
  nChanged 39
		SP:Iteration 57Q (70828.090000 sec): 3 clusters
  Score: Raw -17562514.876617 + Penalty 13596.052197 = -17548918.824420
  nChanged 33
		SP:Iteration 58Q (70828.500000 sec): 3 clusters
  Score: Raw -17562519.834094 + Penalty 13596.052197 = -17548923.781897
  nChanged 26
		SP:Iteration 59Q (70828.900000 sec): 3 clusters
  Score: Raw -17562524.115796 + Penalty 13596.052197 = -17548928.063599
  nChanged 21
		SP:Iteration 60F (70829.390000 sec): 3 clusters
  Score: Raw -17562526.930617 + Penalty 13596.052197 = -17548930.878420
  nChanged 16
		SP:Iteration 61Q (70829.780000 sec): 3 clusters
  Score: Raw -17562529.115454 + Penalty 13596.052197 = -17548933.063257
  nChanged 13
		SP:Iteration 62Q (70830.170000 sec): 3 clusters
  Score: Raw -17562530.910879 + Penalty 13596.052197 = -17548934.858682
  nChanged 11
		SP:Iteration 63Q (70830.560000 sec): 3 clusters
  Score: Raw -17562532.478845 + Penalty 13596.052197 = -17548936.426648
  nChanged 10
		SP:Iteration 64Q (70830.950000 sec): 3 clusters
  Score: Raw -17562533.934707 + Penalty 13596.052197 = -17548937.882510
  nChanged 12
		SP:Iteration 65Q (70831.330000 sec): 3 clusters
  Score: Raw -17562535.388687 + Penalty 13596.052197 = -17548939.336490
  nChanged 9
		SP:Iteration 66Q (70831.730000 sec): 3 clusters
  Score: Raw -17562536.737721 + Penalty 13596.052197 = -17548940.685524
  nChanged 10
		SP:Iteration 67Q (70832.120000 sec): 3 clusters
  Score: Raw -17562537.906383 + Penalty 13596.052197 = -17548941.854186
  nChanged 14
		SP:Iteration 68Q (70832.500000 sec): 3 clusters
  Score: Raw -17562539.209165 + Penalty 13596.052197 = -17548943.156968
  nChanged 9
		SP:Iteration 69Q (70832.890000 sec): 3 clusters
  Score: Raw -17562540.474741 + Penalty 13596.052197 = -17548944.422544
  nChanged 7
		SP:Iteration 70Q (70833.280000 sec): 3 clusters
  Score: Raw -17562541.374724 + Penalty 13596.052197 = -17548945.322526
  nChanged 8
		SP:Iteration 71Q (70833.670000 sec): 3 clusters
  Score: Raw -17562542.384258 + Penalty 13596.052197 = -17548946.332061
  nChanged 7
		SP:Iteration 72Q (70834.060000 sec): 3 clusters
  Score: Raw -17562543.384065 + Penalty 13596.052197 = -17548947.331868
  nChanged 10
		SP:Iteration 73Q (70834.440000 sec): 3 clusters
  Score: Raw -17562544.309474 + Penalty 13596.052197 = -17548948.257277
  nChanged 8
		SP:Iteration 74Q (70834.830000 sec): 3 clusters
  Score: Raw -17562545.345677 + Penalty 13596.052197 = -17548949.293480
  nChanged 7
		SP:Iteration 75Q (70835.220000 sec): 3 clusters
  Score: Raw -17562546.087460 + Penalty 13596.052197 = -17548950.035263
  nChanged 9
		SP:Iteration 76Q (70835.610000 sec): 3 clusters
  Score: Raw -17562546.937236 + Penalty 13596.052197 = -17548950.885039
  nChanged 1
		SP:Iteration 77Q (70835.990000 sec): 3 clusters
  Score: Raw -17562547.070609 + Penalty 13596.052197 = -17548951.018412
  nChanged 1
		SP:Iteration 78Q (70836.380000 sec): 3 clusters
  Score: Raw -17562547.139133 + Penalty 13596.052197 = -17548951.086936
  nChanged 1
		SP:Iteration 79Q (70836.760000 sec): 3 clusters
  Score: Raw -17562547.238401 + Penalty 13596.052197 = -17548951.186204
  nChanged 0
		SP:Iteration 80F (70837.260000 sec): 3 clusters
  Score: Raw -17562547.238401 + Penalty 13596.052197 = -17548951.186204
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70837.300000 sec): 2 clusters
  Score: Raw -164278.937080 + Penalty 4012.536705 = -160266.400375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70837.310000 sec): 3 clusters
  Score: Raw -164980.454217 + Penalty 8025.073410 = -156955.380807
  nChanged 117
		SP:Iteration 1F (70837.320000 sec): 3 clusters
  Score: Raw -165359.651543 + Penalty 8025.073410 = -157334.578133
  nChanged 38
		SP:Iteration 2F (70837.320000 sec): 3 clusters
  Score: Raw -165540.135665 + Penalty 8025.073410 = -157515.062254
  nChanged 30
		SP:Iteration 3Q (70837.330000 sec): 3 clusters
  Score: Raw -165726.756067 + Penalty 8025.073410 = -157701.682656
  nChanged 22
		SP:Iteration 4Q (70837.330000 sec): 3 clusters
  Score: Raw -165887.416002 + Penalty 8025.073410 = -157862.342591
  nChanged 16
		SP:Iteration 5Q (70837.340000 sec): 3 clusters
  Score: Raw -166002.454171 + Penalty 8025.073410 = -157977.380760
  nChanged 13
		SP:Iteration 6Q (70837.340000 sec): 3 clusters
  Score: Raw -166117.058219 + Penalty 8025.073410 = -158091.984809
  nChanged 5
		SP:Iteration 7Q (70837.340000 sec): 3 clusters
  Score: Raw -166194.579922 + Penalty 8025.073410 = -158169.506511
  nChanged 8
		SP:Iteration 8Q (70837.350000 sec): 3 clusters
  Score: Raw -166224.525458 + Penalty 8025.073410 = -158199.452048
  nChanged 3
		SP:Iteration 9Q (70837.350000 sec): 3 clusters
  Score: Raw -166235.420733 + Penalty 8025.073410 = -158210.347322
  nChanged 3
		SP:Iteration 10Q (70837.360000 sec): 3 clusters
  Score: Raw -166240.437321 + Penalty 8025.073410 = -158215.363910
  nChanged 1
		SP:Iteration 11Q (70837.360000 sec): 3 clusters
  Score: Raw -166242.107132 + Penalty 8025.073410 = -158217.033721
  nChanged 0
		SP:Iteration 12F (70837.370000 sec): 3 clusters
  Score: Raw -166242.107132 + Penalty 8025.073410 = -158217.033721
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70837.430000 sec): 2 clusters
  Score: Raw -2331638.295934 + Penalty 5583.702787 = -2326054.593147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70837.500000 sec): 3 clusters
  Score: Raw -2327572.333060 + Penalty 11167.405575 = -2316404.927486
  nChanged 3256
		SP:Iteration 1F (70837.560000 sec): 3 clusters
  Score: Raw -2329639.995418 + Penalty 11167.405575 = -2318472.589844
  nChanged 792
		SP:Iteration 2F (70837.630000 sec): 3 clusters
  Score: Raw -2330298.233490 + Penalty 11167.405575 = -2319130.827916
  nChanged 542
		SP:Iteration 3F (70837.700000 sec): 3 clusters
  Score: Raw -2330753.416809 + Penalty 11167.405575 = -2319586.011234
  nChanged 443
		SP:Iteration 4Q (70837.760000 sec): 3 clusters
  Score: Raw -2331123.908193 + Penalty 11167.405575 = -2319956.502618
  nChanged 405
		SP:Iteration 5Q (70837.830000 sec): 3 clusters
  Score: Raw -2331476.422313 + Penalty 11167.405575 = -2320309.016738
  nChanged 369
		SP:Iteration 6Q (70837.890000 sec): 3 clusters
  Score: Raw -2331815.712752 + Penalty 11167.405575 = -2320648.307177
  nChanged 363
		SP:Iteration 7Q (70837.960000 sec): 3 clusters
  Score: Raw -2332115.444626 + Penalty 11167.405575 = -2320948.039051
  nChanged 324
		SP:Iteration 8Q (70838.020000 sec): 3 clusters
  Score: Raw -2332360.011893 + Penalty 11167.405575 = -2321192.606318
  nChanged 281
		SP:Iteration 9Q (70838.080000 sec): 3 clusters
  Score: Raw -2332571.767767 + Penalty 11167.405575 = -2321404.362192
  nChanged 242
		SP:Iteration 10Q (70838.150000 sec): 3 clusters
  Score: Raw -2332762.093055 + Penalty 11167.405575 = -2321594.687480
  nChanged 237
		SP:Iteration 11Q (70838.210000 sec): 3 clusters
  Score: Raw -2332918.794075 + Penalty 11167.405575 = -2321751.388501
  nChanged 194
		SP:Iteration 12Q (70838.270000 sec): 3 clusters
  Score: Raw -2333048.648257 + Penalty 11167.405575 = -2321881.242683
  nChanged 173
		SP:Iteration 13Q (70838.340000 sec): 3 clusters
  Score: Raw -2333153.229731 + Penalty 11167.405575 = -2321985.824157
  nChanged 127
		SP:Iteration 14Q (70838.400000 sec): 3 clusters
  Score: Raw -2333227.786596 + Penalty 11167.405575 = -2322060.381022
  nChanged 115
		SP:Iteration 15Q (70838.460000 sec): 3 clusters
  Score: Raw -2333291.621630 + Penalty 11167.405575 = -2322124.216055
  nChanged 110
		SP:Iteration 16Q (70838.520000 sec): 3 clusters
  Score: Raw -2333356.075097 + Penalty 11167.405575 = -2322188.669523
  nChanged 118
		SP:Iteration 17Q (70838.580000 sec): 3 clusters
  Score: Raw -2333422.354601 + Penalty 11167.405575 = -2322254.949027
  nChanged 108
		SP:Iteration 18Q (70838.640000 sec): 3 clusters
  Score: Raw -2333476.662685 + Penalty 11167.405575 = -2322309.257110
  nChanged 75
		SP:Iteration 19Q (70838.710000 sec): 3 clusters
  Score: Raw -2333524.918516 + Penalty 11167.405575 = -2322357.512942
  nChanged 86
		SP:Iteration 20F (70838.770000 sec): 3 clusters
  Score: Raw -2333575.964846 + Penalty 11167.405575 = -2322408.559272
  nChanged 92
		SP:Iteration 21Q (70838.830000 sec): 3 clusters
  Score: Raw -2333632.095704 + Penalty 11167.405575 = -2322464.690129
  nChanged 91
		SP:Iteration 22Q (70838.900000 sec): 3 clusters
  Score: Raw -2333688.168259 + Penalty 11167.405575 = -2322520.762685
  nChanged 85
		SP:Iteration 23Q (70838.960000 sec): 3 clusters
  Score: Raw -2333742.928521 + Penalty 11167.405575 = -2322575.522946
  nChanged 96
		SP:Iteration 24Q (70839.020000 sec): 3 clusters
  Score: Raw -2333808.779195 + Penalty 11167.405575 = -2322641.373620
  nChanged 83
		SP:Iteration 25Q (70839.080000 sec): 3 clusters
  Score: Raw -2333857.976875 + Penalty 11167.405575 = -2322690.571300
  nChanged 67
		SP:Iteration 26Q (70839.140000 sec): 3 clusters
  Score: Raw -2333893.201429 + Penalty 11167.405575 = -2322725.795854
  nChanged 44
		SP:Iteration 27Q (70839.200000 sec): 3 clusters
  Score: Raw -2333915.176008 + Penalty 11167.405575 = -2322747.770433
  nChanged 35
		SP:Iteration 28Q (70839.260000 sec): 3 clusters
  Score: Raw -2333932.349125 + Penalty 11167.405575 = -2322764.943550
  nChanged 29
		SP:Iteration 29Q (70839.320000 sec): 3 clusters
  Score: Raw -2333945.426428 + Penalty 11167.405575 = -2322778.020853
  nChanged 27
		SP:Iteration 30Q (70839.380000 sec): 3 clusters
  Score: Raw -2333955.321957 + Penalty 11167.405575 = -2322787.916383
  nChanged 17
		SP:Iteration 31Q (70839.440000 sec): 3 clusters
  Score: Raw -2333962.512947 + Penalty 11167.405575 = -2322795.107372
  nChanged 13
		SP:Iteration 32Q (70839.500000 sec): 3 clusters
  Score: Raw -2333968.002067 + Penalty 11167.405575 = -2322800.596492
  nChanged 8
		SP:Iteration 33Q (70839.550000 sec): 3 clusters
  Score: Raw -2333970.997340 + Penalty 11167.405575 = -2322803.591765
  nChanged 10
		SP:Iteration 34Q (70839.610000 sec): 3 clusters
  Score: Raw -2333974.348018 + Penalty 11167.405575 = -2322806.942444
  nChanged 6
		SP:Iteration 35Q (70839.670000 sec): 3 clusters
  Score: Raw -2333976.366634 + Penalty 11167.405575 = -2322808.961060
  nChanged 7
		SP:Iteration 36Q (70839.730000 sec): 3 clusters
  Score: Raw -2333979.206466 + Penalty 11167.405575 = -2322811.800892
  nChanged 7
		SP:Iteration 37Q (70839.790000 sec): 3 clusters
  Score: Raw -2333982.592001 + Penalty 11167.405575 = -2322815.186426
  nChanged 8
		SP:Iteration 38Q (70839.850000 sec): 3 clusters
  Score: Raw -2333985.950410 + Penalty 11167.405575 = -2322818.544836
  nChanged 3
		SP:Iteration 39Q (70839.910000 sec): 3 clusters
  Score: Raw -2333987.679431 + Penalty 11167.405575 = -2322820.273857
  nChanged 4
		SP:Iteration 40F (70839.980000 sec): 3 clusters
  Score: Raw -2333988.842766 + Penalty 11167.405575 = -2322821.437192
  nChanged 4
		SP:Iteration 41Q (70840.040000 sec): 3 clusters
  Score: Raw -2333989.917593 + Penalty 11167.405575 = -2322822.512018
  nChanged 5
		SP:Iteration 42Q (70840.090000 sec): 3 clusters
  Score: Raw -2333991.912354 + Penalty 11167.405575 = -2322824.506779
  nChanged 6
		SP:Iteration 43Q (70840.150000 sec): 3 clusters
  Score: Raw -2333993.809600 + Penalty 11167.405575 = -2322826.404025
  nChanged 1
		SP:Iteration 44Q (70840.210000 sec): 3 clusters
  Score: Raw -2333994.070619 + Penalty 11167.405575 = -2322826.665044
  nChanged 0
		SP:Iteration 45F (70840.280000 sec): 3 clusters
  Score: Raw -2333994.070619 + Penalty 11167.405575 = -2322826.665044
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70840.380000 sec): 2 clusters
  Score: Raw -3836690.015098 + Penalty 5888.454630 = -3830801.560468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70840.490000 sec): 3 clusters
  Score: Raw -3829332.210173 + Penalty 11776.909260 = -3817555.300913
  nChanged 5806
		SP:Iteration 1F (70840.600000 sec): 3 clusters
  Score: Raw -3832808.915220 + Penalty 11776.909260 = -3821032.005960
  nChanged 1209
		SP:Iteration 2F (70840.720000 sec): 3 clusters
  Score: Raw -3833654.466163 + Penalty 11776.909260 = -3821877.556903
  nChanged 955
		SP:Iteration 3F (70840.830000 sec): 3 clusters
  Score: Raw -3834351.473807 + Penalty 11776.909260 = -3822574.564547
  nChanged 818
		SP:Iteration 4F (70840.940000 sec): 3 clusters
  Score: Raw -3834973.236607 + Penalty 11776.909260 = -3823196.327347
  nChanged 745
		SP:Iteration 5Q (70841.050000 sec): 3 clusters
  Score: Raw -3835565.121650 + Penalty 11776.909260 = -3823788.212390
  nChanged 754
		SP:Iteration 6F (70841.160000 sec): 3 clusters
  Score: Raw -3836183.129784 + Penalty 11776.909260 = -3824406.220524
  nChanged 709
		SP:Iteration 7Q (70841.270000 sec): 3 clusters
  Score: Raw -3836745.116317 + Penalty 11776.909260 = -3824968.207057
  nChanged 625
		SP:Iteration 8Q (70841.380000 sec): 3 clusters
  Score: Raw -3837182.273953 + Penalty 11776.909260 = -3825405.364693
  nChanged 535
		SP:Iteration 9Q (70841.490000 sec): 3 clusters
  Score: Raw -3837517.721313 + Penalty 11776.909260 = -3825740.812053
  nChanged 447
		SP:Iteration 10Q (70841.600000 sec): 3 clusters
  Score: Raw -3837790.726801 + Penalty 11776.909260 = -3826013.817541
  nChanged 381
		SP:Iteration 11Q (70841.710000 sec): 3 clusters
  Score: Raw -3838038.434365 + Penalty 11776.909260 = -3826261.525105
  nChanged 319
		SP:Iteration 12Q (70841.820000 sec): 3 clusters
  Score: Raw -3838226.942177 + Penalty 11776.909260 = -3826450.032917
  nChanged 300
		SP:Iteration 13Q (70841.920000 sec): 3 clusters
  Score: Raw -3838372.336321 + Penalty 11776.909260 = -3826595.427061
  nChanged 249
		SP:Iteration 14Q (70842.030000 sec): 3 clusters
  Score: Raw -3838475.050329 + Penalty 11776.909260 = -3826698.141069
  nChanged 190
		SP:Iteration 15Q (70842.140000 sec): 3 clusters
  Score: Raw -3838544.051297 + Penalty 11776.909260 = -3826767.142037
  nChanged 154
		SP:Iteration 16Q (70842.240000 sec): 3 clusters
  Score: Raw -3838605.123744 + Penalty 11776.909260 = -3826828.214484
  nChanged 126
		SP:Iteration 17Q (70842.350000 sec): 3 clusters
  Score: Raw -3838648.133740 + Penalty 11776.909260 = -3826871.224480
  nChanged 109
		SP:Iteration 18Q (70842.450000 sec): 3 clusters
  Score: Raw -3838682.696302 + Penalty 11776.909260 = -3826905.787042
  nChanged 92
		SP:Iteration 19Q (70842.560000 sec): 3 clusters
  Score: Raw -3838712.285229 + Penalty 11776.909260 = -3826935.375969
  nChanged 72
		SP:Iteration 20F (70842.670000 sec): 3 clusters
  Score: Raw -3838734.064863 + Penalty 11776.909260 = -3826957.155603
  nChanged 47
		SP:Iteration 21Q (70842.780000 sec): 3 clusters
  Score: Raw -3838746.710532 + Penalty 11776.909260 = -3826969.801272
  nChanged 34
		SP:Iteration 22Q (70842.880000 sec): 3 clusters
  Score: Raw -3838754.483630 + Penalty 11776.909260 = -3826977.574370
  nChanged 28
		SP:Iteration 23Q (70842.990000 sec): 3 clusters
  Score: Raw -3838760.774454 + Penalty 11776.909260 = -3826983.865194
  nChanged 28
		SP:Iteration 24Q (70843.100000 sec): 3 clusters
  Score: Raw -3838768.077433 + Penalty 11776.909260 = -3826991.168173
  nChanged 25
		SP:Iteration 25Q (70843.200000 sec): 3 clusters
  Score: Raw -3838774.073037 + Penalty 11776.909260 = -3826997.163777
  nChanged 20
		SP:Iteration 26Q (70843.300000 sec): 3 clusters
  Score: Raw -3838779.449941 + Penalty 11776.909260 = -3827002.540681
  nChanged 28
		SP:Iteration 27Q (70843.400000 sec): 3 clusters
  Score: Raw -3838785.391004 + Penalty 11776.909260 = -3827008.481744
  nChanged 22
		SP:Iteration 28Q (70843.510000 sec): 3 clusters
  Score: Raw -3838790.358006 + Penalty 11776.909260 = -3827013.448746
  nChanged 25
		SP:Iteration 29Q (70843.610000 sec): 3 clusters
  Score: Raw -3838795.673776 + Penalty 11776.909260 = -3827018.764517
  nChanged 8
		SP:Iteration 30Q (70843.710000 sec): 3 clusters
  Score: Raw -3838797.931984 + Penalty 11776.909260 = -3827021.022724
  nChanged 12
		SP:Iteration 31Q (70843.820000 sec): 3 clusters
  Score: Raw -3838801.256328 + Penalty 11776.909260 = -3827024.347068
  nChanged 12
		SP:Iteration 32Q (70843.920000 sec): 3 clusters
  Score: Raw -3838804.019032 + Penalty 11776.909260 = -3827027.109772
  nChanged 16
		SP:Iteration 33Q (70844.020000 sec): 3 clusters
  Score: Raw -3838808.173938 + Penalty 11776.909260 = -3827031.264678
  nChanged 12
		SP:Iteration 34Q (70844.120000 sec): 3 clusters
  Score: Raw -3838811.841582 + Penalty 11776.909260 = -3827034.932322
  nChanged 13
		SP:Iteration 35Q (70844.220000 sec): 3 clusters
  Score: Raw -3838814.550392 + Penalty 11776.909260 = -3827037.641133
  nChanged 10
		SP:Iteration 36Q (70844.320000 sec): 3 clusters
  Score: Raw -3838816.493304 + Penalty 11776.909260 = -3827039.584044
  nChanged 8
		SP:Iteration 37Q (70844.430000 sec): 3 clusters
  Score: Raw -3838817.941705 + Penalty 11776.909260 = -3827041.032445
  nChanged 7
		SP:Iteration 38Q (70844.530000 sec): 3 clusters
  Score: Raw -3838819.422573 + Penalty 11776.909260 = -3827042.513314
  nChanged 6
		SP:Iteration 39Q (70844.630000 sec): 3 clusters
  Score: Raw -3838820.781944 + Penalty 11776.909260 = -3827043.872684
  nChanged 5
		SP:Iteration 40F (70844.740000 sec): 3 clusters
  Score: Raw -3838821.688231 + Penalty 11776.909260 = -3827044.778971
  nChanged 5
		SP:Iteration 41Q (70844.840000 sec): 3 clusters
  Score: Raw -3838822.614971 + Penalty 11776.909260 = -3827045.705711
  nChanged 4
		SP:Iteration 42Q (70844.950000 sec): 3 clusters
  Score: Raw -3838823.744895 + Penalty 11776.909260 = -3827046.835635
  nChanged 8
		SP:Iteration 43Q (70845.050000 sec): 3 clusters
  Score: Raw -3838825.295548 + Penalty 11776.909260 = -3827048.386288
  nChanged 3
		SP:Iteration 44Q (70845.150000 sec): 3 clusters
  Score: Raw -3838825.846104 + Penalty 11776.909260 = -3827048.936844
  nChanged 4
		SP:Iteration 45Q (70845.260000 sec): 3 clusters
  Score: Raw -3838826.711951 + Penalty 11776.909260 = -3827049.802691
  nChanged 4
		SP:Iteration 46Q (70845.360000 sec): 3 clusters
  Score: Raw -3838827.479157 + Penalty 11776.909260 = -3827050.569897
  nChanged 1
		SP:Iteration 47Q (70845.460000 sec): 3 clusters
  Score: Raw -3838827.676914 + Penalty 11776.909260 = -3827050.767655
  nChanged 3
		SP:Iteration 48Q (70845.560000 sec): 3 clusters
  Score: Raw -3838828.319747 + Penalty 11776.909260 = -3827051.410487
  nChanged 8
		SP:Iteration 49Q (70845.660000 sec): 3 clusters
  Score: Raw -3838830.198879 + Penalty 11776.909260 = -3827053.289619
  nChanged 9
		SP:Iteration 50Q (70845.770000 sec): 3 clusters
  Score: Raw -3838831.690177 + Penalty 11776.909260 = -3827054.780917
  nChanged 4
		SP:Iteration 51Q (70845.870000 sec): 3 clusters
  Score: Raw -3838832.629188 + Penalty 11776.909260 = -3827055.719929
  nChanged 3
		SP:Iteration 52Q (70845.970000 sec): 3 clusters
  Score: Raw -3838833.113738 + Penalty 11776.909260 = -3827056.204479
  nChanged 1
		SP:Iteration 53Q (70846.070000 sec): 3 clusters
  Score: Raw -3838833.296759 + Penalty 11776.909260 = -3827056.387499
  nChanged 0
		SP:Iteration 54F (70846.180000 sec): 3 clusters
  Score: Raw -3838833.296759 + Penalty 11776.909260 = -3827056.387499
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (61998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70846.590000 sec): 2 clusters
  Score: Raw -16564084.892868 + Penalty 6758.850161 = -16557326.042708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70847.040000 sec): 3 clusters
  Score: Raw -16527536.911887 + Penalty 13517.700322 = -16514019.211565
  nChanged 27610
		SP:Iteration 1F (70847.490000 sec): 3 clusters
  Score: Raw -16542337.253394 + Penalty 13517.700322 = -16528819.553072
  nChanged 3157
		SP:Iteration 2F (70847.940000 sec): 3 clusters
  Score: Raw -16543564.867088 + Penalty 13517.700322 = -16530047.166766
  nChanged 3213
		SP:Iteration 3F (70848.400000 sec): 3 clusters
  Score: Raw -16545063.771021 + Penalty 13517.700322 = -16531546.070699
  nChanged 3562
		SP:Iteration 4F (70848.860000 sec): 3 clusters
  Score: Raw -16547165.708384 + Penalty 13517.700322 = -16533648.008062
  nChanged 4188
		SP:Iteration 5F (70849.330000 sec): 3 clusters
  Score: Raw -16550227.335386 + Penalty 13517.700322 = -16536709.635064
  nChanged 4642
		SP:Iteration 6F (70849.780000 sec): 3 clusters
  Score: Raw -16554012.509704 + Penalty 13517.700322 = -16540494.809382
  nChanged 4423
		SP:Iteration 7F (70850.230000 sec): 3 clusters
  Score: Raw -16557619.408893 + Penalty 13517.700322 = -16544101.708571
  nChanged 3550
		SP:Iteration 8F (70850.680000 sec): 3 clusters
  Score: Raw -16560255.942400 + Penalty 13517.700322 = -16546738.242078
  nChanged 2555
		SP:Iteration 9Q (70851.140000 sec): 3 clusters
  Score: Raw -16561998.385564 + Penalty 13517.700322 = -16548480.685242
  nChanged 1781
		SP:Iteration 10Q (70851.590000 sec): 3 clusters
  Score: Raw -16563079.411834 + Penalty 13517.700322 = -16549561.711512
  nChanged 1301
		SP:Iteration 11Q (70852.040000 sec): 3 clusters
  Score: Raw -16563836.676468 + Penalty 13517.700322 = -16550318.976146
  nChanged 916
		SP:Iteration 12Q (70852.470000 sec): 3 clusters
  Score: Raw -16564301.011145 + Penalty 13517.700322 = -16550783.310823
  nChanged 624
		SP:Iteration 13Q (70852.900000 sec): 3 clusters
  Score: Raw -16564594.361892 + Penalty 13517.700322 = -16551076.661571
  nChanged 470
		SP:Iteration 14Q (70853.310000 sec): 3 clusters
  Score: Raw -16564806.128234 + Penalty 13517.700322 = -16551288.427912
  nChanged 337
		SP:Iteration 15Q (70853.720000 sec): 3 clusters
  Score: Raw -16564960.826631 + Penalty 13517.700322 = -16551443.126309
  nChanged 300
		SP:Iteration 16Q (70854.120000 sec): 3 clusters
  Score: Raw -16565089.699371 + Penalty 13517.700322 = -16551571.999050
  nChanged 236
		SP:Iteration 17Q (70854.510000 sec): 3 clusters
  Score: Raw -16565191.082939 + Penalty 13517.700322 = -16551673.382617
  nChanged 195
		SP:Iteration 18Q (70854.900000 sec): 3 clusters
  Score: Raw -16565271.175193 + Penalty 13517.700322 = -16551753.474872
  nChanged 157
		SP:Iteration 19Q (70855.290000 sec): 3 clusters
  Score: Raw -16565331.562183 + Penalty 13517.700322 = -16551813.861861
  nChanged 108
		SP:Iteration 20F (70855.740000 sec): 3 clusters
  Score: Raw -16565368.640001 + Penalty 13517.700322 = -16551850.939680
  nChanged 73
		SP:Iteration 21Q (70856.120000 sec): 3 clusters
  Score: Raw -16565395.132935 + Penalty 13517.700322 = -16551877.432613
  nChanged 66
		SP:Iteration 22Q (70856.500000 sec): 3 clusters
  Score: Raw -16565417.021910 + Penalty 13517.700322 = -16551899.321588
  nChanged 60
		SP:Iteration 23Q (70856.870000 sec): 3 clusters
  Score: Raw -16565437.456589 + Penalty 13517.700322 = -16551919.756267
  nChanged 45
		SP:Iteration 24Q (70857.250000 sec): 3 clusters
  Score: Raw -16565451.490650 + Penalty 13517.700322 = -16551933.790329
  nChanged 29
		SP:Iteration 25Q (70857.620000 sec): 3 clusters
  Score: Raw -16565459.163441 + Penalty 13517.700322 = -16551941.463119
  nChanged 24
		SP:Iteration 26Q (70858.000000 sec): 3 clusters
  Score: Raw -16565466.432702 + Penalty 13517.700322 = -16551948.732380
  nChanged 23
		SP:Iteration 27Q (70858.370000 sec): 3 clusters
  Score: Raw -16565474.384186 + Penalty 13517.700322 = -16551956.683864
  nChanged 24
		SP:Iteration 28Q (70858.740000 sec): 3 clusters
  Score: Raw -16565481.526395 + Penalty 13517.700322 = -16551963.826074
  nChanged 16
		SP:Iteration 29Q (70859.120000 sec): 3 clusters
  Score: Raw -16565486.817664 + Penalty 13517.700322 = -16551969.117342
  nChanged 22
		SP:Iteration 30Q (70859.490000 sec): 3 clusters
  Score: Raw -16565494.501791 + Penalty 13517.700322 = -16551976.801469
  nChanged 22
		SP:Iteration 31Q (70859.860000 sec): 3 clusters
  Score: Raw -16565502.032269 + Penalty 13517.700322 = -16551984.331947
  nChanged 23
		SP:Iteration 32Q (70860.230000 sec): 3 clusters
  Score: Raw -16565508.685933 + Penalty 13517.700322 = -16551990.985611
  nChanged 18
		SP:Iteration 33Q (70860.600000 sec): 3 clusters
  Score: Raw -16565514.453808 + Penalty 13517.700322 = -16551996.753486
  nChanged 14
		SP:Iteration 34Q (70860.970000 sec): 3 clusters
  Score: Raw -16565518.791643 + Penalty 13517.700322 = -16552001.091321
  nChanged 18
		SP:Iteration 35Q (70861.340000 sec): 3 clusters
  Score: Raw -16565524.596388 + Penalty 13517.700322 = -16552006.896067
  nChanged 16
		SP:Iteration 36Q (70861.720000 sec): 3 clusters
  Score: Raw -16565529.706883 + Penalty 13517.700322 = -16552012.006561
  nChanged 18
		SP:Iteration 37Q (70862.080000 sec): 3 clusters
  Score: Raw -16565534.894692 + Penalty 13517.700322 = -16552017.194370
  nChanged 9
		SP:Iteration 38Q (70862.450000 sec): 3 clusters
  Score: Raw -16565537.926617 + Penalty 13517.700322 = -16552020.226296
  nChanged 9
		SP:Iteration 39Q (70862.820000 sec): 3 clusters
  Score: Raw -16565540.796722 + Penalty 13517.700322 = -16552023.096400
  nChanged 8
		SP:Iteration 40F (70863.270000 sec): 3 clusters
  Score: Raw -16565543.821146 + Penalty 13517.700322 = -16552026.120824
  nChanged 10
		SP:Iteration 41Q (70863.640000 sec): 3 clusters
  Score: Raw -16565546.073700 + Penalty 13517.700322 = -16552028.373378
  nChanged 5
		SP:Iteration 42Q (70864.010000 sec): 3 clusters
  Score: Raw -16565547.425879 + Penalty 13517.700322 = -16552029.725558
  nChanged 5
		SP:Iteration 43Q (70864.380000 sec): 3 clusters
  Score: Raw -16565549.142981 + Penalty 13517.700322 = -16552031.442659
  nChanged 7
		SP:Iteration 44Q (70864.750000 sec): 3 clusters
  Score: Raw -16565550.979594 + Penalty 13517.700322 = -16552033.279272
  nChanged 6
		SP:Iteration 45Q (70865.120000 sec): 3 clusters
  Score: Raw -16565552.634593 + Penalty 13517.700322 = -16552034.934271
  nChanged 6
		SP:Iteration 46Q (70865.490000 sec): 3 clusters
  Score: Raw -16565554.092517 + Penalty 13517.700322 = -16552036.392195
  nChanged 3
		SP:Iteration 47Q (70865.860000 sec): 3 clusters
  Score: Raw -16565555.022692 + Penalty 13517.700322 = -16552037.322371
  nChanged 2
		SP:Iteration 48Q (70866.230000 sec): 3 clusters
  Score: Raw -16565556.004838 + Penalty 13517.700322 = -16552038.304517
  nChanged 2
		SP:Iteration 49Q (70866.600000 sec): 3 clusters
  Score: Raw -16565556.292526 + Penalty 13517.700322 = -16552038.592204
  nChanged 1
		SP:Iteration 50Q (70866.970000 sec): 3 clusters
  Score: Raw -16565556.636340 + Penalty 13517.700322 = -16552038.936019
  nChanged 1
		SP:Iteration 51Q (70867.340000 sec): 3 clusters
  Score: Raw -16565556.943363 + Penalty 13517.700322 = -16552039.243041
  nChanged 1
		SP:Iteration 52Q (70867.710000 sec): 3 clusters
  Score: Raw -16565557.181597 + Penalty 13517.700322 = -16552039.481275
  nChanged 4
		SP:Iteration 53Q (70868.070000 sec): 3 clusters
  Score: Raw -16565558.126488 + Penalty 13517.700322 = -16552040.426167
  nChanged 1
		SP:Iteration 54Q (70868.440000 sec): 3 clusters
  Score: Raw -16565558.421768 + Penalty 13517.700322 = -16552040.721447
  nChanged 1
		SP:Iteration 55Q (70868.810000 sec): 3 clusters
  Score: Raw -16565558.546923 + Penalty 13517.700322 = -16552040.846601
  nChanged 0
		SP:Iteration 56F (70869.260000 sec): 3 clusters
  Score: Raw -16565558.546923 + Penalty 13517.700322 = -16552040.846601
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (17123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70869.390000 sec): 2 clusters
  Score: Raw -4536542.644362 + Penalty 5970.758944 = -4530571.885418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70869.520000 sec): 3 clusters
  Score: Raw -4527872.128809 + Penalty 11941.517888 = -4515930.610921
  nChanged 6725
		SP:Iteration 1F (70869.640000 sec): 3 clusters
  Score: Raw -4531492.346056 + Penalty 11941.517888 = -4519550.828168
  nChanged 1210
		SP:Iteration 2F (70869.770000 sec): 3 clusters
  Score: Raw -4532126.216226 + Penalty 11941.517888 = -4520184.698337
  nChanged 880
		SP:Iteration 3F (70869.890000 sec): 3 clusters
  Score: Raw -4532567.525148 + Penalty 11941.517888 = -4520626.007259
  nChanged 737
		SP:Iteration 4Q (70870.020000 sec): 3 clusters
  Score: Raw -4532913.083305 + Penalty 11941.517888 = -4520971.565417
  nChanged 599
		SP:Iteration 5Q (70870.140000 sec): 3 clusters
  Score: Raw -4533200.660305 + Penalty 11941.517888 = -4521259.142416
  nChanged 514
		SP:Iteration 6Q (70870.270000 sec): 3 clusters
  Score: Raw -4533434.756707 + Penalty 11941.517888 = -4521493.238818
  nChanged 461
		SP:Iteration 7Q (70870.390000 sec): 3 clusters
  Score: Raw -4533632.327511 + Penalty 11941.517888 = -4521690.809622
  nChanged 431
		SP:Iteration 8Q (70870.510000 sec): 3 clusters
  Score: Raw -4533831.010096 + Penalty 11941.517888 = -4521889.492208
  nChanged 394
		SP:Iteration 9Q (70870.640000 sec): 3 clusters
  Score: Raw -4534003.795157 + Penalty 11941.517888 = -4522062.277269
  nChanged 360
		SP:Iteration 10Q (70870.760000 sec): 3 clusters
  Score: Raw -4534162.773907 + Penalty 11941.517888 = -4522221.256019
  nChanged 402
		SP:Iteration 11Q (70870.890000 sec): 3 clusters
  Score: Raw -4534348.155262 + Penalty 11941.517888 = -4522406.637373
  nChanged 391
		SP:Iteration 12Q (70871.010000 sec): 3 clusters
  Score: Raw -4534541.048819 + Penalty 11941.517888 = -4522599.530931
  nChanged 394
		SP:Iteration 13Q (70871.130000 sec): 3 clusters
  Score: Raw -4534737.338965 + Penalty 11941.517888 = -4522795.821077
  nChanged 383
		SP:Iteration 14Q (70871.250000 sec): 3 clusters
  Score: Raw -4534937.513030 + Penalty 11941.517888 = -4522995.995142
  nChanged 437
		SP:Iteration 15Q (70871.380000 sec): 3 clusters
  Score: Raw -4535196.443390 + Penalty 11941.517888 = -4523254.925502
  nChanged 471
		SP:Iteration 16Q (70871.500000 sec): 3 clusters
  Score: Raw -4535501.436585 + Penalty 11941.517888 = -4523559.918697
  nChanged 510
		SP:Iteration 17Q (70871.620000 sec): 3 clusters
  Score: Raw -4535865.379797 + Penalty 11941.517888 = -4523923.861909
  nChanged 518
		SP:Iteration 18Q (70871.750000 sec): 3 clusters
  Score: Raw -4536238.046603 + Penalty 11941.517888 = -4524296.528715
  nChanged 512
		SP:Iteration 19Q (70871.870000 sec): 3 clusters
  Score: Raw -4536553.571914 + Penalty 11941.517888 = -4524612.054026
  nChanged 452
		SP:Iteration 20F (70871.990000 sec): 3 clusters
  Score: Raw -4536807.074160 + Penalty 11941.517888 = -4524865.556272
  nChanged 384
		SP:Iteration 21Q (70872.110000 sec): 3 clusters
  Score: Raw -4536998.899860 + Penalty 11941.517888 = -4525057.381972
  nChanged 338
		SP:Iteration 22Q (70872.230000 sec): 3 clusters
  Score: Raw -4537171.744444 + Penalty 11941.517888 = -4525230.226556
  nChanged 280
		SP:Iteration 23Q (70872.340000 sec): 3 clusters
  Score: Raw -4537302.480156 + Penalty 11941.517888 = -4525360.962268
  nChanged 244
		SP:Iteration 24Q (70872.460000 sec): 3 clusters
  Score: Raw -4537424.518480 + Penalty 11941.517888 = -4525483.000592
  nChanged 216
		SP:Iteration 25Q (70872.570000 sec): 3 clusters
  Score: Raw -4537540.208489 + Penalty 11941.517888 = -4525598.690601
  nChanged 216
		SP:Iteration 26Q (70872.690000 sec): 3 clusters
  Score: Raw -4537672.089734 + Penalty 11941.517888 = -4525730.571846
  nChanged 237
		SP:Iteration 27Q (70872.810000 sec): 3 clusters
  Score: Raw -4537836.986526 + Penalty 11941.517888 = -4525895.468637
  nChanged 272
		SP:Iteration 28Q (70872.920000 sec): 3 clusters
  Score: Raw -4538050.364261 + Penalty 11941.517888 = -4526108.846373
  nChanged 298
		SP:Iteration 29Q (70873.030000 sec): 3 clusters
  Score: Raw -4538306.263499 + Penalty 11941.517888 = -4526364.745611
  nChanged 287
		SP:Iteration 30Q (70873.150000 sec): 3 clusters
  Score: Raw -4538538.803031 + Penalty 11941.517888 = -4526597.285142
  nChanged 283
		SP:Iteration 31Q (70873.260000 sec): 3 clusters
  Score: Raw -4538767.362148 + Penalty 11941.517888 = -4526825.844260
  nChanged 262
		SP:Iteration 32Q (70873.370000 sec): 3 clusters
  Score: Raw -4538965.250550 + Penalty 11941.517888 = -4527023.732662
  nChanged 211
		SP:Iteration 33Q (70873.480000 sec): 3 clusters
  Score: Raw -4539110.923935 + Penalty 11941.517888 = -4527169.406047
  nChanged 176
		SP:Iteration 34Q (70873.580000 sec): 3 clusters
  Score: Raw -4539222.234400 + Penalty 11941.517888 = -4527280.716511
  nChanged 136
		SP:Iteration 35Q (70873.690000 sec): 3 clusters
  Score: Raw -4539301.967199 + Penalty 11941.517888 = -4527360.449310
  nChanged 111
		SP:Iteration 36Q (70873.790000 sec): 3 clusters
  Score: Raw -4539360.195423 + Penalty 11941.517888 = -4527418.677535
  nChanged 96
		SP:Iteration 37Q (70873.890000 sec): 3 clusters
  Score: Raw -4539403.165890 + Penalty 11941.517888 = -4527461.648002
  nChanged 76
		SP:Iteration 38Q (70874.000000 sec): 3 clusters
  Score: Raw -4539435.011987 + Penalty 11941.517888 = -4527493.494098
  nChanged 57
		SP:Iteration 39Q (70874.100000 sec): 3 clusters
  Score: Raw -4539453.730044 + Penalty 11941.517888 = -4527512.212156
  nChanged 32
		SP:Iteration 40F (70874.220000 sec): 3 clusters
  Score: Raw -4539463.495414 + Penalty 11941.517888 = -4527521.977525
  nChanged 25
		SP:Iteration 41Q (70874.330000 sec): 3 clusters
  Score: Raw -4539470.713643 + Penalty 11941.517888 = -4527529.195754
  nChanged 17
		SP:Iteration 42Q (70874.430000 sec): 3 clusters
  Score: Raw -4539475.464638 + Penalty 11941.517888 = -4527533.946750
  nChanged 12
		SP:Iteration 43Q (70874.530000 sec): 3 clusters
  Score: Raw -4539479.418319 + Penalty 11941.517888 = -4527537.900431
  nChanged 9
		SP:Iteration 44Q (70874.630000 sec): 3 clusters
  Score: Raw -4539482.129833 + Penalty 11941.517888 = -4527540.611944
  nChanged 7
		SP:Iteration 45Q (70874.730000 sec): 3 clusters
  Score: Raw -4539483.533491 + Penalty 11941.517888 = -4527542.015603
  nChanged 5
		SP:Iteration 46Q (70874.830000 sec): 3 clusters
  Score: Raw -4539484.560305 + Penalty 11941.517888 = -4527543.042417
  nChanged 3
		SP:Iteration 47Q (70874.940000 sec): 3 clusters
  Score: Raw -4539485.069016 + Penalty 11941.517888 = -4527543.551128
  nChanged 2
		SP:Iteration 48Q (70875.040000 sec): 3 clusters
  Score: Raw -4539485.532918 + Penalty 11941.517888 = -4527544.015030
  nChanged 3
		SP:Iteration 49Q (70875.140000 sec): 3 clusters
  Score: Raw -4539486.344911 + Penalty 11941.517888 = -4527544.827023
  nChanged 1
		SP:Iteration 50Q (70875.240000 sec): 3 clusters
  Score: Raw -4539486.631007 + Penalty 11941.517888 = -4527545.113119
  nChanged 4
		SP:Iteration 51Q (70875.350000 sec): 3 clusters
  Score: Raw -4539487.435503 + Penalty 11941.517888 = -4527545.917615
  nChanged 2
		SP:Iteration 52Q (70875.450000 sec): 3 clusters
  Score: Raw -4539487.981654 + Penalty 11941.517888 = -4527546.463766
  nChanged 3
		SP:Iteration 53Q (70875.550000 sec): 3 clusters
  Score: Raw -4539488.528017 + Penalty 11941.517888 = -4527547.010128
  nChanged 2
		SP:Iteration 54Q (70875.650000 sec): 3 clusters
  Score: Raw -4539488.836467 + Penalty 11941.517888 = -4527547.318579
  nChanged 0
		SP:Iteration 55F (70875.770000 sec): 3 clusters
  Score: Raw -4539488.836467 + Penalty 11941.517888 = -4527547.318579
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (43650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70876.040000 sec): 2 clusters
  Score: Raw -11417470.227985 + Penalty 6543.924619 = -11410926.303366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70876.360000 sec): 3 clusters
  Score: Raw -11392425.742630 + Penalty 13087.849238 = -11379337.893393
  nChanged 18830
		SP:Iteration 1F (70876.670000 sec): 3 clusters
  Score: Raw -11402878.173089 + Penalty 13087.849238 = -11389790.323851
  nChanged 2746
		SP:Iteration 2F (70876.990000 sec): 3 clusters
  Score: Raw -11404668.958811 + Penalty 13087.849238 = -11391581.109574
  nChanged 2937
		SP:Iteration 3F (70877.310000 sec): 3 clusters
  Score: Raw -11406889.655235 + Penalty 13087.849238 = -11393801.805998
  nChanged 3369
		SP:Iteration 4F (70877.620000 sec): 3 clusters
  Score: Raw -11409637.775770 + Penalty 13087.849238 = -11396549.926532
  nChanged 3586
		SP:Iteration 5F (70877.930000 sec): 3 clusters
  Score: Raw -11412469.315540 + Penalty 13087.849238 = -11399381.466302
  nChanged 3324
		SP:Iteration 6F (70878.250000 sec): 3 clusters
  Score: Raw -11414879.875022 + Penalty 13087.849238 = -11401792.025784
  nChanged 2597
		SP:Iteration 7F (70878.570000 sec): 3 clusters
  Score: Raw -11416576.153122 + Penalty 13087.849238 = -11403488.303884
  nChanged 1965
		SP:Iteration 8Q (70878.880000 sec): 3 clusters
  Score: Raw -11417776.760810 + Penalty 13087.849238 = -11404688.911573
  nChanged 1448
		SP:Iteration 9Q (70879.190000 sec): 3 clusters
  Score: Raw -11418613.618089 + Penalty 13087.849238 = -11405525.768851
  nChanged 1182
		SP:Iteration 10Q (70879.510000 sec): 3 clusters
  Score: Raw -11419238.629948 + Penalty 13087.849238 = -11406150.780710
  nChanged 921
		SP:Iteration 11Q (70879.820000 sec): 3 clusters
  Score: Raw -11419704.776154 + Penalty 13087.849238 = -11406616.926917
  nChanged 763
		SP:Iteration 12Q (70880.130000 sec): 3 clusters
  Score: Raw -11420101.486367 + Penalty 13087.849238 = -11407013.637129
  nChanged 641
		SP:Iteration 13Q (70880.440000 sec): 3 clusters
  Score: Raw -11420422.856964 + Penalty 13087.849238 = -11407335.007727
  nChanged 524
		SP:Iteration 14Q (70880.750000 sec): 3 clusters
  Score: Raw -11420666.449855 + Penalty 13087.849238 = -11407578.600617
  nChanged 449
		SP:Iteration 15Q (70881.060000 sec): 3 clusters
  Score: Raw -11420870.922178 + Penalty 13087.849238 = -11407783.072940
  nChanged 367
		SP:Iteration 16Q (70881.370000 sec): 3 clusters
  Score: Raw -11421036.325844 + Penalty 13087.849238 = -11407948.476607
  nChanged 318
		SP:Iteration 17Q (70881.680000 sec): 3 clusters
  Score: Raw -11421169.925487 + Penalty 13087.849238 = -11408082.076250
  nChanged 229
		SP:Iteration 18Q (70881.980000 sec): 3 clusters
  Score: Raw -11421263.599805 + Penalty 13087.849238 = -11408175.750568
  nChanged 166
		SP:Iteration 19Q (70882.280000 sec): 3 clusters
  Score: Raw -11421330.292238 + Penalty 13087.849238 = -11408242.443000
  nChanged 137
		SP:Iteration 20F (70882.590000 sec): 3 clusters
  Score: Raw -11421381.740940 + Penalty 13087.849238 = -11408293.891702
  nChanged 109
		SP:Iteration 21Q (70882.890000 sec): 3 clusters
  Score: Raw -11421421.360828 + Penalty 13087.849238 = -11408333.511590
  nChanged 89
		SP:Iteration 22Q (70883.180000 sec): 3 clusters
  Score: Raw -11421452.627023 + Penalty 13087.849238 = -11408364.777785
  nChanged 73
		SP:Iteration 23Q (70883.480000 sec): 3 clusters
  Score: Raw -11421486.411696 + Penalty 13087.849238 = -11408398.562458
  nChanged 70
		SP:Iteration 24Q (70883.780000 sec): 3 clusters
  Score: Raw -11421518.223764 + Penalty 13087.849238 = -11408430.374527
  nChanged 72
		SP:Iteration 25Q (70884.080000 sec): 3 clusters
  Score: Raw -11421548.179175 + Penalty 13087.849238 = -11408460.329937
  nChanged 64
		SP:Iteration 26Q (70884.380000 sec): 3 clusters
  Score: Raw -11421576.948467 + Penalty 13087.849238 = -11408489.099229
  nChanged 56
		SP:Iteration 27Q (70884.660000 sec): 3 clusters
  Score: Raw -11421596.536688 + Penalty 13087.849238 = -11408508.687451
  nChanged 36
		SP:Iteration 28Q (70884.940000 sec): 3 clusters
  Score: Raw -11421610.772806 + Penalty 13087.849238 = -11408522.923568
  nChanged 39
		SP:Iteration 29Q (70885.220000 sec): 3 clusters
  Score: Raw -11421624.048192 + Penalty 13087.849238 = -11408536.198954
  nChanged 27
		SP:Iteration 30Q (70885.500000 sec): 3 clusters
  Score: Raw -11421632.327392 + Penalty 13087.849238 = -11408544.478154
  nChanged 19
		SP:Iteration 31Q (70885.770000 sec): 3 clusters
  Score: Raw -11421640.348180 + Penalty 13087.849238 = -11408552.498942
  nChanged 19
		SP:Iteration 32Q (70886.050000 sec): 3 clusters
  Score: Raw -11421647.686996 + Penalty 13087.849238 = -11408559.837758
  nChanged 15
		SP:Iteration 33Q (70886.330000 sec): 3 clusters
  Score: Raw -11421654.325062 + Penalty 13087.849238 = -11408566.475825
  nChanged 18
		SP:Iteration 34Q (70886.600000 sec): 3 clusters
  Score: Raw -11421663.480731 + Penalty 13087.849238 = -11408575.631493
  nChanged 26
		SP:Iteration 35Q (70886.870000 sec): 3 clusters
  Score: Raw -11421678.315848 + Penalty 13087.849238 = -11408590.466610
  nChanged 32
		SP:Iteration 36Q (70887.140000 sec): 3 clusters
  Score: Raw -11421697.758545 + Penalty 13087.849238 = -11408609.909308
  nChanged 39
		SP:Iteration 37Q (70887.410000 sec): 3 clusters
  Score: Raw -11421716.765247 + Penalty 13087.849238 = -11408628.916009
  nChanged 29
		SP:Iteration 38Q (70887.670000 sec): 3 clusters
  Score: Raw -11421731.223922 + Penalty 13087.849238 = -11408643.374685
  nChanged 29
		SP:Iteration 39Q (70887.930000 sec): 3 clusters
  Score: Raw -11421742.742590 + Penalty 13087.849238 = -11408654.893353
  nChanged 17
		SP:Iteration 40F (70888.250000 sec): 3 clusters
  Score: Raw -11421747.875237 + Penalty 13087.849238 = -11408660.025999
  nChanged 16
		SP:Iteration 41Q (70888.510000 sec): 3 clusters
  Score: Raw -11421753.180411 + Penalty 13087.849238 = -11408665.331173
  nChanged 8
		SP:Iteration 42Q (70888.780000 sec): 3 clusters
  Score: Raw -11421756.042396 + Penalty 13087.849238 = -11408668.193158
  nChanged 3
		SP:Iteration 43Q (70889.050000 sec): 3 clusters
  Score: Raw -11421756.748802 + Penalty 13087.849238 = -11408668.899565
  nChanged 2
		SP:Iteration 44Q (70889.320000 sec): 3 clusters
  Score: Raw -11421757.094661 + Penalty 13087.849238 = -11408669.245423
  nChanged 2
		SP:Iteration 45Q (70889.590000 sec): 3 clusters
  Score: Raw -11421757.679784 + Penalty 13087.849238 = -11408669.830546
  nChanged 2
		SP:Iteration 46Q (70889.850000 sec): 3 clusters
  Score: Raw -11421758.174660 + Penalty 13087.849238 = -11408670.325422
  nChanged 2
		SP:Iteration 47Q (70890.120000 sec): 3 clusters
  Score: Raw -11421758.866481 + Penalty 13087.849238 = -11408671.017244
  nChanged 2
		SP:Iteration 48Q (70890.390000 sec): 3 clusters
  Score: Raw -11421759.494170 + Penalty 13087.849238 = -11408671.644933
  nChanged 3
		SP:Iteration 49Q (70890.650000 sec): 3 clusters
  Score: Raw -11421760.375260 + Penalty 13087.849238 = -11408672.526023
  nChanged 2
		SP:Iteration 50Q (70890.920000 sec): 3 clusters
  Score: Raw -11421760.769901 + Penalty 13087.849238 = -11408672.920664
  nChanged 1
		SP:Iteration 51Q (70891.190000 sec): 3 clusters
  Score: Raw -11421760.943451 + Penalty 13087.849238 = -11408673.094213
  nChanged 0
		SP:Iteration 52F (70891.500000 sec): 3 clusters
  Score: Raw -11421760.943451 + Penalty 13087.849238 = -11408673.094213
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70891.550000 sec): 2 clusters
  Score: Raw -375622.106566 + Penalty 4478.121260 = -371143.985306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70891.560000 sec): 3 clusters
  Score: Raw -375579.449301 + Penalty 8956.242521 = -366623.206780
  nChanged 310
		SP:Iteration 1F (70891.570000 sec): 3 clusters
  Score: Raw -376155.611073 + Penalty 8956.242521 = -367199.368552
  nChanged 101
		SP:Iteration 2F (70891.580000 sec): 3 clusters
  Score: Raw -376404.619093 + Penalty 8956.242521 = -367448.376572
  nChanged 46
		SP:Iteration 3Q (70891.590000 sec): 3 clusters
  Score: Raw -376512.117390 + Penalty 8956.242521 = -367555.874869
  nChanged 37
		SP:Iteration 4Q (70891.600000 sec): 3 clusters
  Score: Raw -376595.016120 + Penalty 8956.242521 = -367638.773599
  nChanged 27
		SP:Iteration 5Q (70891.610000 sec): 3 clusters
  Score: Raw -376666.762709 + Penalty 8956.242521 = -367710.520189
  nChanged 20
		SP:Iteration 6Q (70891.620000 sec): 3 clusters
  Score: Raw -376710.388703 + Penalty 8956.242521 = -367754.146182
  nChanged 16
		SP:Iteration 7Q (70891.630000 sec): 3 clusters
  Score: Raw -376747.132345 + Penalty 8956.242521 = -367790.889824
  nChanged 9
		SP:Iteration 8Q (70891.640000 sec): 3 clusters
  Score: Raw -376764.667751 + Penalty 8956.242521 = -367808.425230
  nChanged 3
		SP:Iteration 9Q (70891.650000 sec): 3 clusters
  Score: Raw -376769.421124 + Penalty 8956.242521 = -367813.178603
  nChanged 5
		SP:Iteration 10Q (70891.660000 sec): 3 clusters
  Score: Raw -376784.330235 + Penalty 8956.242521 = -367828.087714
  nChanged 5
		SP:Iteration 11Q (70891.670000 sec): 3 clusters
  Score: Raw -376801.243954 + Penalty 8956.242521 = -367845.001433
  nChanged 4
		SP:Iteration 12Q (70891.670000 sec): 3 clusters
  Score: Raw -376814.398935 + Penalty 8956.242521 = -367858.156414
  nChanged 6
		SP:Iteration 13Q (70891.690000 sec): 3 clusters
  Score: Raw -376825.554683 + Penalty 8956.242521 = -367869.312162
  nChanged 6
		SP:Iteration 14Q (70891.690000 sec): 3 clusters
  Score: Raw -376832.507642 + Penalty 8956.242521 = -367876.265121
  nChanged 3
		SP:Iteration 15Q (70891.700000 sec): 3 clusters
  Score: Raw -376835.660021 + Penalty 8956.242521 = -367879.417501
  nChanged 3
		SP:Iteration 16Q (70891.710000 sec): 3 clusters
  Score: Raw -376846.436128 + Penalty 8956.242521 = -367890.193608
  nChanged 3
		SP:Iteration 17Q (70891.720000 sec): 3 clusters
  Score: Raw -376864.166250 + Penalty 8956.242521 = -367907.923729
  nChanged 5
		SP:Iteration 18Q (70891.730000 sec): 3 clusters
  Score: Raw -376873.054639 + Penalty 8956.242521 = -367916.812118
  nChanged 1
		SP:Iteration 19Q (70891.740000 sec): 3 clusters
  Score: Raw -376877.428958 + Penalty 8956.242521 = -367921.186437
  nChanged 1
		SP:Iteration 20F (70891.750000 sec): 3 clusters
  Score: Raw -376878.887439 + Penalty 8956.242521 = -367922.644918
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (13272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70891.840000 sec): 2 clusters
  Score: Raw -3507761.755617 + Penalty 5814.714747 = -3501947.040870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70891.940000 sec): 3 clusters
  Score: Raw -3501264.669458 + Penalty 11629.429494 = -3489635.239964
  nChanged 5066
		SP:Iteration 1F (70892.030000 sec): 3 clusters
  Score: Raw -3504122.016920 + Penalty 11629.429494 = -3492492.587426
  nChanged 950
		SP:Iteration 2F (70892.130000 sec): 3 clusters
  Score: Raw -3504661.088747 + Penalty 11629.429494 = -3493031.659253
  nChanged 657
		SP:Iteration 3Q (70892.230000 sec): 3 clusters
  Score: Raw -3505017.724804 + Penalty 11629.429494 = -3493388.295310
  nChanged 487
		SP:Iteration 4Q (70892.320000 sec): 3 clusters
  Score: Raw -3505262.284715 + Penalty 11629.429494 = -3493632.855221
  nChanged 414
		SP:Iteration 5Q (70892.410000 sec): 3 clusters
  Score: Raw -3505459.613366 + Penalty 11629.429494 = -3493830.183872
  nChanged 326
		SP:Iteration 6Q (70892.510000 sec): 3 clusters
  Score: Raw -3505604.984979 + Penalty 11629.429494 = -3493975.555485
  nChanged 272
		SP:Iteration 7Q (70892.600000 sec): 3 clusters
  Score: Raw -3505730.307352 + Penalty 11629.429494 = -3494100.877858
  nChanged 290
		SP:Iteration 8Q (70892.700000 sec): 3 clusters
  Score: Raw -3505870.729347 + Penalty 11629.429494 = -3494241.299853
  nChanged 280
		SP:Iteration 9Q (70892.790000 sec): 3 clusters
  Score: Raw -3506009.395876 + Penalty 11629.429494 = -3494379.966382
  nChanged 276
		SP:Iteration 10Q (70892.890000 sec): 3 clusters
  Score: Raw -3506159.846216 + Penalty 11629.429494 = -3494530.416722
  nChanged 298
		SP:Iteration 11Q (70892.980000 sec): 3 clusters
  Score: Raw -3506333.815208 + Penalty 11629.429494 = -3494704.385714
  nChanged 365
		SP:Iteration 12Q (70893.080000 sec): 3 clusters
  Score: Raw -3506567.403591 + Penalty 11629.429494 = -3494937.974097
  nChanged 408
		SP:Iteration 13Q (70893.170000 sec): 3 clusters
  Score: Raw -3506852.297305 + Penalty 11629.429494 = -3495222.867811
  nChanged 440
		SP:Iteration 14Q (70893.270000 sec): 3 clusters
  Score: Raw -3507219.543200 + Penalty 11629.429494 = -3495590.113706
  nChanged 530
		SP:Iteration 15Q (70893.360000 sec): 3 clusters
  Score: Raw -3507737.882383 + Penalty 11629.429494 = -3496108.452889
  nChanged 573
		SP:Iteration 16Q (70893.450000 sec): 3 clusters
  Score: Raw -3508353.592212 + Penalty 11629.429494 = -3496724.162718
  nChanged 592
		SP:Iteration 17Q (70893.550000 sec): 3 clusters
  Score: Raw -3509064.527858 + Penalty 11629.429494 = -3497435.098364
  nChanged 569
		SP:Iteration 18Q (70893.650000 sec): 3 clusters
  Score: Raw -3509771.749119 + Penalty 11629.429494 = -3498142.319625
  nChanged 517
		SP:Iteration 19Q (70893.730000 sec): 3 clusters
  Score: Raw -3510407.311530 + Penalty 11629.429494 = -3498777.882036
  nChanged 414
		SP:Iteration 20F (70893.830000 sec): 3 clusters
  Score: Raw -3510854.202145 + Penalty 11629.429494 = -3499224.772651
  nChanged 281
		SP:Iteration 21Q (70893.910000 sec): 3 clusters
  Score: Raw -3511120.645294 + Penalty 11629.429494 = -3499491.215800
  nChanged 182
		SP:Iteration 22Q (70893.990000 sec): 3 clusters
  Score: Raw -3511255.631067 + Penalty 11629.429494 = -3499626.201573
  nChanged 110
		SP:Iteration 23Q (70894.070000 sec): 3 clusters
  Score: Raw -3511314.680143 + Penalty 11629.429494 = -3499685.250649
  nChanged 73
		SP:Iteration 24Q (70894.150000 sec): 3 clusters
  Score: Raw -3511344.355170 + Penalty 11629.429494 = -3499714.925676
  nChanged 35
		SP:Iteration 25Q (70894.230000 sec): 3 clusters
  Score: Raw -3511354.081854 + Penalty 11629.429494 = -3499724.652360
  nChanged 21
		SP:Iteration 26Q (70894.310000 sec): 3 clusters
  Score: Raw -3511361.670944 + Penalty 11629.429494 = -3499732.241450
  nChanged 16
		SP:Iteration 27Q (70894.390000 sec): 3 clusters
  Score: Raw -3511365.656591 + Penalty 11629.429494 = -3499736.227097
  nChanged 4
		SP:Iteration 28Q (70894.470000 sec): 3 clusters
  Score: Raw -3511366.747929 + Penalty 11629.429494 = -3499737.318435
  nChanged 5
		SP:Iteration 29Q (70894.550000 sec): 3 clusters
  Score: Raw -3511368.321961 + Penalty 11629.429494 = -3499738.892467
  nChanged 4
		SP:Iteration 30Q (70894.640000 sec): 3 clusters
  Score: Raw -3511369.436498 + Penalty 11629.429494 = -3499740.007004
  nChanged 5
		SP:Iteration 31Q (70894.720000 sec): 3 clusters
  Score: Raw -3511370.794254 + Penalty 11629.429494 = -3499741.364760
  nChanged 6
		SP:Iteration 32Q (70894.800000 sec): 3 clusters
  Score: Raw -3511373.646538 + Penalty 11629.429494 = -3499744.217044
  nChanged 9
		SP:Iteration 33Q (70894.880000 sec): 3 clusters
  Score: Raw -3511375.895154 + Penalty 11629.429494 = -3499746.465660
  nChanged 5
		SP:Iteration 34Q (70894.960000 sec): 3 clusters
  Score: Raw -3511377.458086 + Penalty 11629.429494 = -3499748.028592
  nChanged 1
		SP:Iteration 35Q (70895.040000 sec): 3 clusters
  Score: Raw -3511377.644080 + Penalty 11629.429494 = -3499748.214586
  nChanged 1
		SP:Iteration 36Q (70895.120000 sec): 3 clusters
  Score: Raw -3511377.999378 + Penalty 11629.429494 = -3499748.569884
  nChanged 0
		SP:Iteration 37F (70895.220000 sec): 3 clusters
  Score: Raw -3511377.999378 + Penalty 11629.429494 = -3499748.569884
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (59220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70895.600000 sec): 2 clusters
  Score: Raw -16223982.250072 + Penalty 6730.771444 = -16217251.478628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70896.050000 sec): 3 clusters
  Score: Raw -16189108.831964 + Penalty 13461.542887 = -16175647.289077
  nChanged 26371
		SP:Iteration 1F (70896.500000 sec): 3 clusters
  Score: Raw -16203192.108235 + Penalty 13461.542887 = -16189730.565348
  nChanged 2920
		SP:Iteration 2Q (70896.950000 sec): 3 clusters
  Score: Raw -16204172.329900 + Penalty 13461.542887 = -16190710.787013
  nChanged 2495
		SP:Iteration 3Q (70897.370000 sec): 3 clusters
  Score: Raw -16205048.216486 + Penalty 13461.542887 = -16191586.673599
  nChanged 2383
		SP:Iteration 4Q (70897.810000 sec): 3 clusters
  Score: Raw -16205902.252610 + Penalty 13461.542887 = -16192440.709723
  nChanged 2311
		SP:Iteration 5Q (70898.240000 sec): 3 clusters
  Score: Raw -16206774.426381 + Penalty 13461.542887 = -16193312.883494
  nChanged 2380
		SP:Iteration 6Q (70898.670000 sec): 3 clusters
  Score: Raw -16207757.823832 + Penalty 13461.542887 = -16194296.280945
  nChanged 2419
		SP:Iteration 7Q (70899.110000 sec): 3 clusters
  Score: Raw -16208891.405466 + Penalty 13461.542887 = -16195429.862579
  nChanged 2714
		SP:Iteration 8Q (70899.540000 sec): 3 clusters
  Score: Raw -16210260.847462 + Penalty 13461.542887 = -16196799.304575
  nChanged 2856
		SP:Iteration 9Q (70899.970000 sec): 3 clusters
  Score: Raw -16211694.983429 + Penalty 13461.542887 = -16198233.440542
  nChanged 2778
		SP:Iteration 10Q (70900.400000 sec): 3 clusters
  Score: Raw -16213123.807835 + Penalty 13461.542887 = -16199662.264948
  nChanged 2732
		SP:Iteration 11Q (70900.830000 sec): 3 clusters
  Score: Raw -16214487.537752 + Penalty 13461.542887 = -16201025.994865
  nChanged 2576
		SP:Iteration 12Q (70901.250000 sec): 3 clusters
  Score: Raw -16215740.451310 + Penalty 13461.542887 = -16202278.908423
  nChanged 2316
		SP:Iteration 13Q (70901.690000 sec): 3 clusters
  Score: Raw -16216842.083197 + Penalty 13461.542887 = -16203380.540310
  nChanged 2057
		SP:Iteration 14Q (70902.110000 sec): 3 clusters
  Score: Raw -16217850.769147 + Penalty 13461.542887 = -16204389.226260
  nChanged 1846
		SP:Iteration 15Q (70902.540000 sec): 3 clusters
  Score: Raw -16218799.637596 + Penalty 13461.542887 = -16205338.094709
  nChanged 1687
		SP:Iteration 16Q (70902.970000 sec): 3 clusters
  Score: Raw -16219624.649691 + Penalty 13461.542887 = -16206163.106804
  nChanged 1430
		SP:Iteration 17Q (70903.390000 sec): 3 clusters
  Score: Raw -16220243.204218 + Penalty 13461.542887 = -16206781.661331
  nChanged 1205
		SP:Iteration 18Q (70903.810000 sec): 3 clusters
  Score: Raw -16220744.728817 + Penalty 13461.542887 = -16207283.185930
  nChanged 998
		SP:Iteration 19Q (70904.230000 sec): 3 clusters
  Score: Raw -16221137.673612 + Penalty 13461.542887 = -16207676.130725
  nChanged 835
		SP:Iteration 20F (70904.650000 sec): 3 clusters
  Score: Raw -16221410.591424 + Penalty 13461.542887 = -16207949.048537
  nChanged 667
		SP:Iteration 21Q (70905.070000 sec): 3 clusters
  Score: Raw -16221589.125466 + Penalty 13461.542887 = -16208127.582579
  nChanged 585
		SP:Iteration 22Q (70905.480000 sec): 3 clusters
  Score: Raw -16221733.791956 + Penalty 13461.542887 = -16208272.249069
  nChanged 491
		SP:Iteration 23Q (70905.890000 sec): 3 clusters
  Score: Raw -16221856.780121 + Penalty 13461.542887 = -16208395.237233
  nChanged 451
		SP:Iteration 24Q (70906.300000 sec): 3 clusters
  Score: Raw -16221964.960130 + Penalty 13461.542887 = -16208503.417243
  nChanged 412
		SP:Iteration 25Q (70906.700000 sec): 3 clusters
  Score: Raw -16222066.676466 + Penalty 13461.542887 = -16208605.133579
  nChanged 412
		SP:Iteration 26Q (70907.110000 sec): 3 clusters
  Score: Raw -16222157.079114 + Penalty 13461.542887 = -16208695.536227
  nChanged 378
		SP:Iteration 27Q (70907.510000 sec): 3 clusters
  Score: Raw -16222240.695622 + Penalty 13461.542887 = -16208779.152735
  nChanged 365
		SP:Iteration 28Q (70907.910000 sec): 3 clusters
  Score: Raw -16222319.981169 + Penalty 13461.542887 = -16208858.438282
  nChanged 372
		SP:Iteration 29Q (70908.310000 sec): 3 clusters
  Score: Raw -16222396.930630 + Penalty 13461.542887 = -16208935.387743
  nChanged 355
		SP:Iteration 30Q (70908.700000 sec): 3 clusters
  Score: Raw -16222475.025692 + Penalty 13461.542887 = -16209013.482805
  nChanged 356
		SP:Iteration 31Q (70909.090000 sec): 3 clusters
  Score: Raw -16222553.943209 + Penalty 13461.542887 = -16209092.400322
  nChanged 323
		SP:Iteration 32Q (70909.490000 sec): 3 clusters
  Score: Raw -16222622.276730 + Penalty 13461.542887 = -16209160.733842
  nChanged 284
		SP:Iteration 33Q (70909.890000 sec): 3 clusters
  Score: Raw -16222681.068888 + Penalty 13461.542887 = -16209219.526001
  nChanged 277
		SP:Iteration 34Q (70910.300000 sec): 3 clusters
  Score: Raw -16222736.150640 + Penalty 13461.542887 = -16209274.607753
  nChanged 277
		SP:Iteration 35Q (70910.700000 sec): 3 clusters
  Score: Raw -16222793.417261 + Penalty 13461.542887 = -16209331.874374
  nChanged 297
		SP:Iteration 36Q (70911.100000 sec): 3 clusters
  Score: Raw -16222868.101820 + Penalty 13461.542887 = -16209406.558933
  nChanged 301
		SP:Iteration 37Q (70911.500000 sec): 3 clusters
  Score: Raw -16222943.521588 + Penalty 13461.542887 = -16209481.978701
  nChanged 328
		SP:Iteration 38Q (70911.900000 sec): 3 clusters
  Score: Raw -16223016.253877 + Penalty 13461.542887 = -16209554.710990
  nChanged 314
		SP:Iteration 39Q (70912.290000 sec): 3 clusters
  Score: Raw -16223090.417336 + Penalty 13461.542887 = -16209628.874449
  nChanged 325
		SP:Iteration 40F (70912.720000 sec): 3 clusters
  Score: Raw -16223168.247254 + Penalty 13461.542887 = -16209706.704367
  nChanged 345
		SP:Iteration 41Q (70913.100000 sec): 3 clusters
  Score: Raw -16223258.205798 + Penalty 13461.542887 = -16209796.662911
  nChanged 374
		SP:Iteration 42Q (70913.470000 sec): 3 clusters
  Score: Raw -16223368.853587 + Penalty 13461.542887 = -16209907.310700
  nChanged 414
		SP:Iteration 43Q (70913.850000 sec): 3 clusters
  Score: Raw -16223497.182667 + Penalty 13461.542887 = -16210035.639780
  nChanged 405
		SP:Iteration 44Q (70914.230000 sec): 3 clusters
  Score: Raw -16223624.598213 + Penalty 13461.542887 = -16210163.055326
  nChanged 392
		SP:Iteration 45Q (70914.610000 sec): 3 clusters
  Score: Raw -16223748.737629 + Penalty 13461.542887 = -16210287.194742
  nChanged 410
		SP:Iteration 46Q (70914.980000 sec): 3 clusters
  Score: Raw -16223875.346261 + Penalty 13461.542887 = -16210413.803374
  nChanged 374
		SP:Iteration 47Q (70915.360000 sec): 3 clusters
  Score: Raw -16223998.259932 + Penalty 13461.542887 = -16210536.717045
  nChanged 363
		SP:Iteration 48Q (70915.730000 sec): 3 clusters
  Score: Raw -16224116.366970 + Penalty 13461.542887 = -16210654.824083
  nChanged 387
		SP:Iteration 49Q (70916.110000 sec): 3 clusters
  Score: Raw -16224249.253862 + Penalty 13461.542887 = -16210787.710975
  nChanged 434
		SP:Iteration 50Q (70916.490000 sec): 3 clusters
  Score: Raw -16224407.577696 + Penalty 13461.542887 = -16210946.034809
  nChanged 391
		SP:Iteration 51Q (70916.870000 sec): 3 clusters
  Score: Raw -16224547.246952 + Penalty 13461.542887 = -16211085.704065
  nChanged 394
		SP:Iteration 52Q (70917.240000 sec): 3 clusters
  Score: Raw -16224689.825574 + Penalty 13461.542887 = -16211228.282687
  nChanged 367
		SP:Iteration 53Q (70917.620000 sec): 3 clusters
  Score: Raw -16224828.888467 + Penalty 13461.542887 = -16211367.345580
  nChanged 334
		SP:Iteration 54Q (70917.990000 sec): 3 clusters
  Score: Raw -16224940.220612 + Penalty 13461.542887 = -16211478.677725
  nChanged 287
		SP:Iteration 55Q (70918.350000 sec): 3 clusters
  Score: Raw -16225039.438255 + Penalty 13461.542887 = -16211577.895368
  nChanged 242
		SP:Iteration 56Q (70918.720000 sec): 3 clusters
  Score: Raw -16225126.276156 + Penalty 13461.542887 = -16211664.733269
  nChanged 278
		SP:Iteration 57Q (70919.090000 sec): 3 clusters
  Score: Raw -16225231.655994 + Penalty 13461.542887 = -16211770.113107
  nChanged 270
		SP:Iteration 58Q (70919.450000 sec): 3 clusters
  Score: Raw -16225333.011459 + Penalty 13461.542887 = -16211871.468572
  nChanged 252
		SP:Iteration 59Q (70919.810000 sec): 3 clusters
  Score: Raw -16225430.726385 + Penalty 13461.542887 = -16211969.183498
  nChanged 241
		SP:Iteration 60F (70920.260000 sec): 3 clusters
  Score: Raw -16225517.657155 + Penalty 13461.542887 = -16212056.114268
  nChanged 186
		SP:Iteration 61Q (70920.620000 sec): 3 clusters
  Score: Raw -16225572.079424 + Penalty 13461.542887 = -16212110.536537
  nChanged 145
		SP:Iteration 62Q (70920.980000 sec): 3 clusters
  Score: Raw -16225612.631853 + Penalty 13461.542887 = -16212151.088966
  nChanged 125
		SP:Iteration 63Q (70921.320000 sec): 3 clusters
  Score: Raw -16225645.222334 + Penalty 13461.542887 = -16212183.679447
  nChanged 105
		SP:Iteration 64Q (70921.680000 sec): 3 clusters
  Score: Raw -16225670.453856 + Penalty 13461.542887 = -16212208.910969
  nChanged 100
		SP:Iteration 65Q (70922.030000 sec): 3 clusters
  Score: Raw -16225698.922598 + Penalty 13461.542887 = -16212237.379711
  nChanged 105
		SP:Iteration 66Q (70922.380000 sec): 3 clusters
  Score: Raw -16225734.856688 + Penalty 13461.542887 = -16212273.313801
  nChanged 109
		SP:Iteration 67Q (70922.730000 sec): 3 clusters
  Score: Raw -16225767.724230 + Penalty 13461.542887 = -16212306.181343
  nChanged 108
		SP:Iteration 68Q (70923.070000 sec): 3 clusters
  Score: Raw -16225804.233214 + Penalty 13461.542887 = -16212342.690327
  nChanged 110
		SP:Iteration 69Q (70923.410000 sec): 3 clusters
  Score: Raw -16225841.318412 + Penalty 13461.542887 = -16212379.775525
  nChanged 98
		SP:Iteration 70Q (70923.740000 sec): 3 clusters
  Score: Raw -16225876.929696 + Penalty 13461.542887 = -16212415.386809
  nChanged 106
		SP:Iteration 71Q (70924.080000 sec): 3 clusters
  Score: Raw -16225920.333293 + Penalty 13461.542887 = -16212458.790406
  nChanged 108
		SP:Iteration 72Q (70924.410000 sec): 3 clusters
  Score: Raw -16225974.357812 + Penalty 13461.542887 = -16212512.814925
  nChanged 133
		SP:Iteration 73Q (70924.740000 sec): 3 clusters
  Score: Raw -16226073.826131 + Penalty 13461.542887 = -16212612.283244
  nChanged 146
		SP:Iteration 74Q (70925.070000 sec): 3 clusters
  Score: Raw -16226246.597241 + Penalty 13461.542887 = -16212785.054354
  nChanged 185
		SP:Iteration 75Q (70925.410000 sec): 3 clusters
  Score: Raw -16226521.456129 + Penalty 13461.542887 = -16213059.913242
  nChanged 237
		SP:Iteration 76Q (70925.750000 sec): 3 clusters
  Score: Raw -16226834.675173 + Penalty 13461.542887 = -16213373.132286
  nChanged 232
		SP:Iteration 77Q (70926.080000 sec): 3 clusters
  Score: Raw -16227032.206416 + Penalty 13461.542887 = -16213570.663529
  nChanged 184
		SP:Iteration 78Q (70926.400000 sec): 3 clusters
  Score: Raw -16227122.585978 + Penalty 13461.542887 = -16213661.043091
  nChanged 134
		SP:Iteration 79Q (70926.710000 sec): 3 clusters
  Score: Raw -16227164.452113 + Penalty 13461.542887 = -16213702.909226
  nChanged 92
		SP:Iteration 80F (70927.140000 sec): 3 clusters
  Score: Raw -16227187.984497 + Penalty 13461.542887 = -16213726.441610
  nChanged 66
		SP:Iteration 81Q (70927.460000 sec): 3 clusters
  Score: Raw -16227203.453027 + Penalty 13461.542887 = -16213741.910140
  nChanged 41
		SP:Iteration 82Q (70927.790000 sec): 3 clusters
  Score: Raw -16227211.659933 + Penalty 13461.542887 = -16213750.117046
  nChanged 22
		SP:Iteration 83Q (70928.120000 sec): 3 clusters
  Score: Raw -16227215.707833 + Penalty 13461.542887 = -16213754.164946
  nChanged 17
		SP:Iteration 84Q (70928.450000 sec): 3 clusters
  Score: Raw -16227218.836989 + Penalty 13461.542887 = -16213757.294102
  nChanged 14
		SP:Iteration 85Q (70928.780000 sec): 3 clusters
  Score: Raw -16227221.410379 + Penalty 13461.542887 = -16213759.867492
  nChanged 9
		SP:Iteration 86Q (70929.110000 sec): 3 clusters
  Score: Raw -16227222.904094 + Penalty 13461.542887 = -16213761.361207
  nChanged 5
		SP:Iteration 87Q (70929.430000 sec): 3 clusters
  Score: Raw -16227223.617021 + Penalty 13461.542887 = -16213762.074134
  nChanged 4
		SP:Iteration 88Q (70929.750000 sec): 3 clusters
  Score: Raw -16227224.398970 + Penalty 13461.542887 = -16213762.856083
  nChanged 3
		SP:Iteration 89Q (70930.070000 sec): 3 clusters
  Score: Raw -16227224.799086 + Penalty 13461.542887 = -16213763.256199
  nChanged 1
		SP:Iteration 90Q (70930.380000 sec): 3 clusters
  Score: Raw -16227224.898913 + Penalty 13461.542887 = -16213763.356026
  nChanged 1
		SP:Iteration 91Q (70930.700000 sec): 3 clusters
  Score: Raw -16227225.217552 + Penalty 13461.542887 = -16213763.674665
  nChanged 0
		SP:Iteration 92F (70931.130000 sec): 3 clusters
  Score: Raw -16227225.217552 + Penalty 13461.542887 = -16213763.674665
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70931.300000 sec): 2 clusters
  Score: Raw -5920355.992659 + Penalty 6155.630638 = -5914200.362021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70931.460000 sec): 3 clusters
  Score: Raw -5908087.671418 + Penalty 12311.261276 = -5895776.410141
  nChanged 9498
		SP:Iteration 1F (70931.640000 sec): 3 clusters
  Score: Raw -5913748.807314 + Penalty 12311.261276 = -5901437.546038
  nChanged 1770
		SP:Iteration 2F (70931.800000 sec): 3 clusters
  Score: Raw -5914939.815783 + Penalty 12311.261276 = -5902628.554506
  nChanged 1539
		SP:Iteration 3F (70931.970000 sec): 3 clusters
  Score: Raw -5916005.675939 + Penalty 12311.261276 = -5903694.414662
  nChanged 1382
		SP:Iteration 4F (70932.140000 sec): 3 clusters
  Score: Raw -5916944.755566 + Penalty 12311.261276 = -5904633.494290
  nChanged 1244
		SP:Iteration 5F (70932.310000 sec): 3 clusters
  Score: Raw -5917752.137155 + Penalty 12311.261276 = -5905440.875878
  nChanged 1069
		SP:Iteration 6Q (70932.480000 sec): 3 clusters
  Score: Raw -5918421.613092 + Penalty 12311.261276 = -5906110.351816
  nChanged 999
		SP:Iteration 7Q (70932.650000 sec): 3 clusters
  Score: Raw -5918992.802503 + Penalty 12311.261276 = -5906681.541227
  nChanged 847
		SP:Iteration 8Q (70932.810000 sec): 3 clusters
  Score: Raw -5919414.978158 + Penalty 12311.261276 = -5907103.716882
  nChanged 725
		SP:Iteration 9Q (70932.980000 sec): 3 clusters
  Score: Raw -5919712.780367 + Penalty 12311.261276 = -5907401.519090
  nChanged 543
		SP:Iteration 10Q (70933.160000 sec): 3 clusters
  Score: Raw -5919919.699959 + Penalty 12311.261276 = -5907608.438683
  nChanged 444
		SP:Iteration 11Q (70933.320000 sec): 3 clusters
  Score: Raw -5920086.253977 + Penalty 12311.261276 = -5907774.992701
  nChanged 399
		SP:Iteration 12Q (70933.490000 sec): 3 clusters
  Score: Raw -5920223.608285 + Penalty 12311.261276 = -5907912.347009
  nChanged 341
		SP:Iteration 13Q (70933.650000 sec): 3 clusters
  Score: Raw -5920322.860841 + Penalty 12311.261276 = -5908011.599565
  nChanged 259
		SP:Iteration 14Q (70933.820000 sec): 3 clusters
  Score: Raw -5920397.551944 + Penalty 12311.261276 = -5908086.290667
  nChanged 233
		SP:Iteration 15Q (70933.980000 sec): 3 clusters
  Score: Raw -5920462.309784 + Penalty 12311.261276 = -5908151.048507
  nChanged 210
		SP:Iteration 16Q (70934.140000 sec): 3 clusters
  Score: Raw -5920518.494230 + Penalty 12311.261276 = -5908207.232953
  nChanged 180
		SP:Iteration 17Q (70934.310000 sec): 3 clusters
  Score: Raw -5920564.445528 + Penalty 12311.261276 = -5908253.184252
  nChanged 153
		SP:Iteration 18Q (70934.480000 sec): 3 clusters
  Score: Raw -5920598.551035 + Penalty 12311.261276 = -5908287.289759
  nChanged 117
		SP:Iteration 19Q (70934.640000 sec): 3 clusters
  Score: Raw -5920627.142353 + Penalty 12311.261276 = -5908315.881077
  nChanged 132
		SP:Iteration 20F (70934.810000 sec): 3 clusters
  Score: Raw -5920657.374011 + Penalty 12311.261276 = -5908346.112735
  nChanged 104
		SP:Iteration 21Q (70934.980000 sec): 3 clusters
  Score: Raw -5920682.068346 + Penalty 12311.261276 = -5908370.807069
  nChanged 108
		SP:Iteration 22Q (70935.140000 sec): 3 clusters
  Score: Raw -5920709.176164 + Penalty 12311.261276 = -5908397.914887
  nChanged 107
		SP:Iteration 23Q (70935.310000 sec): 3 clusters
  Score: Raw -5920737.082280 + Penalty 12311.261276 = -5908425.821003
  nChanged 118
		SP:Iteration 24Q (70935.470000 sec): 3 clusters
  Score: Raw -5920763.709556 + Penalty 12311.261276 = -5908452.448280
  nChanged 97
		SP:Iteration 25Q (70935.640000 sec): 3 clusters
  Score: Raw -5920788.191685 + Penalty 12311.261276 = -5908476.930408
  nChanged 103
		SP:Iteration 26Q (70935.800000 sec): 3 clusters
  Score: Raw -5920813.270486 + Penalty 12311.261276 = -5908502.009210
  nChanged 109
		SP:Iteration 27Q (70935.970000 sec): 3 clusters
  Score: Raw -5920839.035678 + Penalty 12311.261276 = -5908527.774401
  nChanged 95
		SP:Iteration 28Q (70936.130000 sec): 3 clusters
  Score: Raw -5920862.526864 + Penalty 12311.261276 = -5908551.265588
  nChanged 97
		SP:Iteration 29Q (70936.300000 sec): 3 clusters
  Score: Raw -5920886.153709 + Penalty 12311.261276 = -5908574.892432
  nChanged 95
		SP:Iteration 30Q (70936.460000 sec): 3 clusters
  Score: Raw -5920908.941030 + Penalty 12311.261276 = -5908597.679754
  nChanged 111
		SP:Iteration 31Q (70936.620000 sec): 3 clusters
  Score: Raw -5920938.174901 + Penalty 12311.261276 = -5908626.913624
  nChanged 110
		SP:Iteration 32Q (70936.780000 sec): 3 clusters
  Score: Raw -5920969.437265 + Penalty 12311.261276 = -5908658.175988
  nChanged 118
		SP:Iteration 33Q (70936.950000 sec): 3 clusters
  Score: Raw -5921005.246778 + Penalty 12311.261276 = -5908693.985501
  nChanged 156
		SP:Iteration 34Q (70937.110000 sec): 3 clusters
  Score: Raw -5921052.040809 + Penalty 12311.261276 = -5908740.779532
  nChanged 142
		SP:Iteration 35Q (70937.270000 sec): 3 clusters
  Score: Raw -5921093.343729 + Penalty 12311.261276 = -5908782.082453
  nChanged 141
		SP:Iteration 36Q (70937.440000 sec): 3 clusters
  Score: Raw -5921137.631735 + Penalty 12311.261276 = -5908826.370458
  nChanged 131
		SP:Iteration 37Q (70937.600000 sec): 3 clusters
  Score: Raw -5921177.280678 + Penalty 12311.261276 = -5908866.019402
  nChanged 133
		SP:Iteration 38Q (70937.760000 sec): 3 clusters
  Score: Raw -5921218.446447 + Penalty 12311.261276 = -5908907.185171
  nChanged 121
		SP:Iteration 39Q (70937.920000 sec): 3 clusters
  Score: Raw -5921255.294303 + Penalty 12311.261276 = -5908944.033027
  nChanged 121
		SP:Iteration 40F (70938.090000 sec): 3 clusters
  Score: Raw -5921292.116360 + Penalty 12311.261276 = -5908980.855084
  nChanged 123
		SP:Iteration 41Q (70938.250000 sec): 3 clusters
  Score: Raw -5921330.216090 + Penalty 12311.261276 = -5909018.954813
  nChanged 119
		SP:Iteration 42Q (70938.410000 sec): 3 clusters
  Score: Raw -5921364.650242 + Penalty 12311.261276 = -5909053.388966
  nChanged 120
		SP:Iteration 43Q (70938.570000 sec): 3 clusters
  Score: Raw -5921402.091256 + Penalty 12311.261276 = -5909090.829980
  nChanged 123
		SP:Iteration 44Q (70938.730000 sec): 3 clusters
  Score: Raw -5921444.051944 + Penalty 12311.261276 = -5909132.790668
  nChanged 114
		SP:Iteration 45Q (70938.890000 sec): 3 clusters
  Score: Raw -5921482.618673 + Penalty 12311.261276 = -5909171.357396
  nChanged 118
		SP:Iteration 46Q (70939.050000 sec): 3 clusters
  Score: Raw -5921517.796715 + Penalty 12311.261276 = -5909206.535438
  nChanged 120
		SP:Iteration 47Q (70939.210000 sec): 3 clusters
  Score: Raw -5921553.740344 + Penalty 12311.261276 = -5909242.479068
  nChanged 115
		SP:Iteration 48Q (70939.360000 sec): 3 clusters
  Score: Raw -5921586.963597 + Penalty 12311.261276 = -5909275.702320
  nChanged 111
		SP:Iteration 49Q (70939.520000 sec): 3 clusters
  Score: Raw -5921620.432004 + Penalty 12311.261276 = -5909309.170728
  nChanged 95
		SP:Iteration 50Q (70939.680000 sec): 3 clusters
  Score: Raw -5921648.116731 + Penalty 12311.261276 = -5909336.855454
  nChanged 94
		SP:Iteration 51Q (70939.840000 sec): 3 clusters
  Score: Raw -5921678.191983 + Penalty 12311.261276 = -5909366.930707
  nChanged 106
		SP:Iteration 52Q (70939.990000 sec): 3 clusters
  Score: Raw -5921711.065170 + Penalty 12311.261276 = -5909399.803893
  nChanged 120
		SP:Iteration 53Q (70940.150000 sec): 3 clusters
  Score: Raw -5921750.872675 + Penalty 12311.261276 = -5909439.611399
  nChanged 117
		SP:Iteration 54Q (70940.300000 sec): 3 clusters
  Score: Raw -5921791.443839 + Penalty 12311.261276 = -5909480.182563
  nChanged 111
		SP:Iteration 55Q (70940.460000 sec): 3 clusters
  Score: Raw -5921836.609864 + Penalty 12311.261276 = -5909525.348588
  nChanged 113
		SP:Iteration 56Q (70940.610000 sec): 3 clusters
  Score: Raw -5921883.138545 + Penalty 12311.261276 = -5909571.877268
  nChanged 116
		SP:Iteration 57Q (70940.770000 sec): 3 clusters
  Score: Raw -5921931.812693 + Penalty 12311.261276 = -5909620.551417
  nChanged 115
		SP:Iteration 58Q (70940.920000 sec): 3 clusters
  Score: Raw -5921978.701334 + Penalty 12311.261276 = -5909667.440058
  nChanged 110
		SP:Iteration 59Q (70941.080000 sec): 3 clusters
  Score: Raw -5922024.447975 + Penalty 12311.261276 = -5909713.186699
  nChanged 103
		SP:Iteration 60F (70941.250000 sec): 3 clusters
  Score: Raw -5922072.663348 + Penalty 12311.261276 = -5909761.402072
  nChanged 124
		SP:Iteration 61Q (70941.410000 sec): 3 clusters
  Score: Raw -5922137.261443 + Penalty 12311.261276 = -5909826.000167
  nChanged 130
		SP:Iteration 62Q (70941.560000 sec): 3 clusters
  Score: Raw -5922195.778113 + Penalty 12311.261276 = -5909884.516836
  nChanged 109
		SP:Iteration 63Q (70941.720000 sec): 3 clusters
  Score: Raw -5922241.374730 + Penalty 12311.261276 = -5909930.113454
  nChanged 98
		SP:Iteration 64Q (70941.870000 sec): 3 clusters
  Score: Raw -5922286.508702 + Penalty 12311.261276 = -5909975.247426
  nChanged 106
		SP:Iteration 65Q (70942.020000 sec): 3 clusters
  Score: Raw -5922330.334239 + Penalty 12311.261276 = -5910019.072963
  nChanged 99
		SP:Iteration 66Q (70942.180000 sec): 3 clusters
  Score: Raw -5922368.637729 + Penalty 12311.261276 = -5910057.376453
  nChanged 82
		SP:Iteration 67Q (70942.330000 sec): 3 clusters
  Score: Raw -5922399.324477 + Penalty 12311.261276 = -5910088.063201
  nChanged 75
		SP:Iteration 68Q (70942.480000 sec): 3 clusters
  Score: Raw -5922427.090783 + Penalty 12311.261276 = -5910115.829507
  nChanged 70
		SP:Iteration 69Q (70942.630000 sec): 3 clusters
  Score: Raw -5922456.794678 + Penalty 12311.261276 = -5910145.533402
  nChanged 75
		SP:Iteration 70Q (70942.790000 sec): 3 clusters
  Score: Raw -5922492.390324 + Penalty 12311.261276 = -5910181.129048
  nChanged 79
		SP:Iteration 71Q (70942.940000 sec): 3 clusters
  Score: Raw -5922526.215717 + Penalty 12311.261276 = -5910214.954441
  nChanged 63
		SP:Iteration 72Q (70943.090000 sec): 3 clusters
  Score: Raw -5922555.408227 + Penalty 12311.261276 = -5910244.146951
  nChanged 70
		SP:Iteration 73Q (70943.240000 sec): 3 clusters
  Score: Raw -5922586.045179 + Penalty 12311.261276 = -5910274.783903
  nChanged 67
		SP:Iteration 74Q (70943.390000 sec): 3 clusters
  Score: Raw -5922614.879191 + Penalty 12311.261276 = -5910303.617914
  nChanged 63
		SP:Iteration 75Q (70943.540000 sec): 3 clusters
  Score: Raw -5922638.098177 + Penalty 12311.261276 = -5910326.836900
  nChanged 56
		SP:Iteration 76Q (70943.690000 sec): 3 clusters
  Score: Raw -5922663.251253 + Penalty 12311.261276 = -5910351.989977
  nChanged 58
		SP:Iteration 77Q (70943.830000 sec): 3 clusters
  Score: Raw -5922686.647143 + Penalty 12311.261276 = -5910375.385866
  nChanged 45
		SP:Iteration 78Q (70943.980000 sec): 3 clusters
  Score: Raw -5922706.241349 + Penalty 12311.261276 = -5910394.980073
  nChanged 43
		SP:Iteration 79Q (70944.120000 sec): 3 clusters
  Score: Raw -5922726.724061 + Penalty 12311.261276 = -5910415.462785
  nChanged 52
		SP:Iteration 80F (70944.290000 sec): 3 clusters
  Score: Raw -5922748.763577 + Penalty 12311.261276 = -5910437.502300
  nChanged 47
		SP:Iteration 81Q (70944.430000 sec): 3 clusters
  Score: Raw -5922768.834965 + Penalty 12311.261276 = -5910457.573688
  nChanged 42
		SP:Iteration 82Q (70944.570000 sec): 3 clusters
  Score: Raw -5922787.192876 + Penalty 12311.261276 = -5910475.931600
  nChanged 34
		SP:Iteration 83Q (70944.710000 sec): 3 clusters
  Score: Raw -5922801.797063 + Penalty 12311.261276 = -5910490.535786
  nChanged 27
		SP:Iteration 84Q (70944.850000 sec): 3 clusters
  Score: Raw -5922811.657012 + Penalty 12311.261276 = -5910500.395736
  nChanged 29
		SP:Iteration 85Q (70944.990000 sec): 3 clusters
  Score: Raw -5922822.490476 + Penalty 12311.261276 = -5910511.229199
  nChanged 22
		SP:Iteration 86Q (70945.130000 sec): 3 clusters
  Score: Raw -5922831.621989 + Penalty 12311.261276 = -5910520.360712
  nChanged 29
		SP:Iteration 87Q (70945.260000 sec): 3 clusters
  Score: Raw -5922843.500789 + Penalty 12311.261276 = -5910532.239512
  nChanged 28
		SP:Iteration 88Q (70945.400000 sec): 3 clusters
  Score: Raw -5922853.025395 + Penalty 12311.261276 = -5910541.764118
  nChanged 21
		SP:Iteration 89Q (70945.540000 sec): 3 clusters
  Score: Raw -5922860.475849 + Penalty 12311.261276 = -5910549.214572
  nChanged 18
		SP:Iteration 90Q (70945.680000 sec): 3 clusters
  Score: Raw -5922866.553939 + Penalty 12311.261276 = -5910555.292662
  nChanged 9
		SP:Iteration 91Q (70945.820000 sec): 3 clusters
  Score: Raw -5922870.453127 + Penalty 12311.261276 = -5910559.191851
  nChanged 11
		SP:Iteration 92Q (70945.960000 sec): 3 clusters
  Score: Raw -5922874.313884 + Penalty 12311.261276 = -5910563.052608
  nChanged 6
		SP:Iteration 93Q (70946.100000 sec): 3 clusters
  Score: Raw -5922876.511982 + Penalty 12311.261276 = -5910565.250706
  nChanged 6
		SP:Iteration 94Q (70946.240000 sec): 3 clusters
  Score: Raw -5922879.005511 + Penalty 12311.261276 = -5910567.744235
  nChanged 7
		SP:Iteration 95Q (70946.380000 sec): 3 clusters
  Score: Raw -5922881.591903 + Penalty 12311.261276 = -5910570.330627
  nChanged 11
		SP:Iteration 96Q (70946.520000 sec): 3 clusters
  Score: Raw -5922885.468439 + Penalty 12311.261276 = -5910574.207163
  nChanged 13
		SP:Iteration 97Q (70946.660000 sec): 3 clusters
  Score: Raw -5922891.145684 + Penalty 12311.261276 = -5910579.884408
  nChanged 22
		SP:Iteration 98Q (70946.790000 sec): 3 clusters
  Score: Raw -5922899.547590 + Penalty 12311.261276 = -5910588.286314
  nChanged 15
		SP:Iteration 99Q (70946.930000 sec): 3 clusters
  Score: Raw -5922905.566385 + Penalty 12311.261276 = -5910594.305109
  nChanged 11
		SP:Iteration 100F (70947.100000 sec): 3 clusters
  Score: Raw -5922909.974892 + Penalty 12311.261276 = -5910598.713616
  nChanged 15
		SP:Iteration 101Q (70947.240000 sec): 3 clusters
  Score: Raw -5922918.725591 + Penalty 12311.261276 = -5910607.464314
  nChanged 21
		SP:Iteration 102Q (70947.380000 sec): 3 clusters
  Score: Raw -5922927.246777 + Penalty 12311.261276 = -5910615.985501
  nChanged 14
		SP:Iteration 103Q (70947.520000 sec): 3 clusters
  Score: Raw -5922934.236592 + Penalty 12311.261276 = -5910622.975316
  nChanged 22
		SP:Iteration 104Q (70947.650000 sec): 3 clusters
  Score: Raw -5922944.043490 + Penalty 12311.261276 = -5910632.782214
  nChanged 23
		SP:Iteration 105Q (70947.790000 sec): 3 clusters
  Score: Raw -5922954.378363 + Penalty 12311.261276 = -5910643.117086
  nChanged 19
		SP:Iteration 106Q (70947.930000 sec): 3 clusters
  Score: Raw -5922961.541309 + Penalty 12311.261276 = -5910650.280033
  nChanged 19
		SP:Iteration 107Q (70948.060000 sec): 3 clusters
  Score: Raw -5922970.028833 + Penalty 12311.261276 = -5910658.767556
  nChanged 15
		SP:Iteration 108Q (70948.200000 sec): 3 clusters
  Score: Raw -5922976.112191 + Penalty 12311.261276 = -5910664.850915
  nChanged 16
		SP:Iteration 109Q (70948.340000 sec): 3 clusters
  Score: Raw -5922982.042709 + Penalty 12311.261276 = -5910670.781433
  nChanged 15
		SP:Iteration 110Q (70948.470000 sec): 3 clusters
  Score: Raw -5922988.179816 + Penalty 12311.261276 = -5910676.918540
  nChanged 7
		SP:Iteration 111Q (70948.620000 sec): 3 clusters
  Score: Raw -5922992.262978 + Penalty 12311.261276 = -5910681.001702
  nChanged 10
		SP:Iteration 112Q (70948.760000 sec): 3 clusters
  Score: Raw -5922996.980484 + Penalty 12311.261276 = -5910685.719207
  nChanged 14
		SP:Iteration 113Q (70948.900000 sec): 3 clusters
  Score: Raw -5923003.805840 + Penalty 12311.261276 = -5910692.544564
  nChanged 10
		SP:Iteration 114Q (70949.040000 sec): 3 clusters
  Score: Raw -5923009.231704 + Penalty 12311.261276 = -5910697.970428
  nChanged 11
		SP:Iteration 115Q (70949.180000 sec): 3 clusters
  Score: Raw -5923014.729330 + Penalty 12311.261276 = -5910703.468054
  nChanged 14
		SP:Iteration 116Q (70949.330000 sec): 3 clusters
  Score: Raw -5923022.023949 + Penalty 12311.261276 = -5910710.762672
  nChanged 20
		SP:Iteration 117Q (70949.460000 sec): 3 clusters
  Score: Raw -5923034.273949 + Penalty 12311.261276 = -5910723.012673
  nChanged 31
		SP:Iteration 118Q (70949.600000 sec): 3 clusters
  Score: Raw -5923065.293533 + Penalty 12311.261276 = -5910754.032256
  nChanged 48
		SP:Iteration 119Q (70949.730000 sec): 3 clusters
  Score: Raw -5923114.737112 + Penalty 12311.261276 = -5910803.475836
  nChanged 56
		SP:Iteration 120F (70949.910000 sec): 3 clusters
  Score: Raw -5923167.666083 + Penalty 12311.261276 = -5910856.404807
  nChanged 53
		SP:Iteration 121Q (70950.040000 sec): 3 clusters
  Score: Raw -5923204.195374 + Penalty 12311.261276 = -5910892.934098
  nChanged 47
		SP:Iteration 122Q (70950.170000 sec): 3 clusters
  Score: Raw -5923230.519962 + Penalty 12311.261276 = -5910919.258686
  nChanged 28
		SP:Iteration 123Q (70950.310000 sec): 3 clusters
  Score: Raw -5923245.837028 + Penalty 12311.261276 = -5910934.575751
  nChanged 28
		SP:Iteration 124Q (70950.440000 sec): 3 clusters
  Score: Raw -5923260.027908 + Penalty 12311.261276 = -5910948.766632
  nChanged 9
		SP:Iteration 125Q (70950.580000 sec): 3 clusters
  Score: Raw -5923264.490283 + Penalty 12311.261276 = -5910953.229007
  nChanged 12
		SP:Iteration 126Q (70950.720000 sec): 3 clusters
  Score: Raw -5923269.748083 + Penalty 12311.261276 = -5910958.486807
  nChanged 10
		SP:Iteration 127Q (70950.860000 sec): 3 clusters
  Score: Raw -5923274.729631 + Penalty 12311.261276 = -5910963.468355
  nChanged 6
		SP:Iteration 128Q (70950.990000 sec): 3 clusters
  Score: Raw -5923277.365547 + Penalty 12311.261276 = -5910966.104271
  nChanged 3
		SP:Iteration 129Q (70951.130000 sec): 3 clusters
  Score: Raw -5923278.499036 + Penalty 12311.261276 = -5910967.237759
  nChanged 2
		SP:Iteration 130Q (70951.270000 sec): 3 clusters
  Score: Raw -5923279.049117 + Penalty 12311.261276 = -5910967.787840
  nChanged 1
		SP:Iteration 131Q (70951.410000 sec): 3 clusters
  Score: Raw -5923279.360335 + Penalty 12311.261276 = -5910968.099059
  nChanged 0
		SP:Iteration 132F (70951.580000 sec): 3 clusters
  Score: Raw -5923279.360335 + Penalty 12311.261276 = -5910968.099059
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (64318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70952.000000 sec): 2 clusters
  Score: Raw -17352547.079811 + Penalty 6781.351820 = -17345765.727990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70952.480000 sec): 3 clusters
  Score: Raw -17314272.566128 + Penalty 13562.703641 = -17300709.862487
  nChanged 28893
		SP:Iteration 1F (70952.970000 sec): 3 clusters
  Score: Raw -17329871.818439 + Penalty 13562.703641 = -17316309.114798
  nChanged 3230
		SP:Iteration 2F (70953.450000 sec): 3 clusters
  Score: Raw -17330988.789511 + Penalty 13562.703641 = -17317426.085871
  nChanged 2956
		SP:Iteration 3Q (70953.940000 sec): 3 clusters
  Score: Raw -17332044.094407 + Penalty 13562.703641 = -17318481.390766
  nChanged 2817
		SP:Iteration 4Q (70954.430000 sec): 3 clusters
  Score: Raw -17333100.102424 + Penalty 13562.703641 = -17319537.398784
  nChanged 2721
		SP:Iteration 5Q (70954.920000 sec): 3 clusters
  Score: Raw -17334192.430460 + Penalty 13562.703641 = -17320629.726819
  nChanged 2843
		SP:Iteration 6Q (70955.410000 sec): 3 clusters
  Score: Raw -17335427.152285 + Penalty 13562.703641 = -17321864.448644
  nChanged 2921
		SP:Iteration 7Q (70955.900000 sec): 3 clusters
  Score: Raw -17336754.154378 + Penalty 13562.703641 = -17323191.450737
  nChanged 2932
		SP:Iteration 8Q (70956.390000 sec): 3 clusters
  Score: Raw -17338020.064893 + Penalty 13562.703641 = -17324457.361252
  nChanged 2815
		SP:Iteration 9Q (70956.870000 sec): 3 clusters
  Score: Raw -17339190.037464 + Penalty 13562.703641 = -17325627.333823
  nChanged 2582
		SP:Iteration 10Q (70957.360000 sec): 3 clusters
  Score: Raw -17340184.038637 + Penalty 13562.703641 = -17326621.334996
  nChanged 2314
		SP:Iteration 11Q (70957.850000 sec): 3 clusters
  Score: Raw -17340956.171834 + Penalty 13562.703641 = -17327393.468194
  nChanged 1982
		SP:Iteration 12Q (70958.340000 sec): 3 clusters
  Score: Raw -17341551.535842 + Penalty 13562.703641 = -17327988.832201
  nChanged 1657
		SP:Iteration 13Q (70958.820000 sec): 3 clusters
  Score: Raw -17341990.153335 + Penalty 13562.703641 = -17328427.449694
  nChanged 1387
		SP:Iteration 14Q (70959.310000 sec): 3 clusters
  Score: Raw -17342314.504767 + Penalty 13562.703641 = -17328751.801126
  nChanged 1137
		SP:Iteration 15Q (70959.800000 sec): 3 clusters
  Score: Raw -17342581.031046 + Penalty 13562.703641 = -17329018.327405
  nChanged 1073
		SP:Iteration 16Q (70960.290000 sec): 3 clusters
  Score: Raw -17342833.188501 + Penalty 13562.703641 = -17329270.484860
  nChanged 1061
		SP:Iteration 17Q (70960.770000 sec): 3 clusters
  Score: Raw -17343087.307673 + Penalty 13562.703641 = -17329524.604033
  nChanged 1086
		SP:Iteration 18Q (70961.260000 sec): 3 clusters
  Score: Raw -17343352.805208 + Penalty 13562.703641 = -17329790.101567
  nChanged 1123
		SP:Iteration 19Q (70961.740000 sec): 3 clusters
  Score: Raw -17343644.812868 + Penalty 13562.703641 = -17330082.109227
  nChanged 1274
		SP:Iteration 20F (70962.230000 sec): 3 clusters
  Score: Raw -17344022.812162 + Penalty 13562.703641 = -17330460.108521
  nChanged 1429
		SP:Iteration 21Q (70962.720000 sec): 3 clusters
  Score: Raw -17344507.578683 + Penalty 13562.703641 = -17330944.875042
  nChanged 1554
		SP:Iteration 22Q (70963.200000 sec): 3 clusters
  Score: Raw -17345084.678334 + Penalty 13562.703641 = -17331521.974693
  nChanged 1668
		SP:Iteration 23Q (70963.690000 sec): 3 clusters
  Score: Raw -17345772.317377 + Penalty 13562.703641 = -17332209.613736
  nChanged 1762
		SP:Iteration 24Q (70964.170000 sec): 3 clusters
  Score: Raw -17346569.120321 + Penalty 13562.703641 = -17333006.416680
  nChanged 1854
		SP:Iteration 25Q (70964.650000 sec): 3 clusters
  Score: Raw -17347512.720509 + Penalty 13562.703641 = -17333950.016869
  nChanged 1845
		SP:Iteration 26Q (70965.140000 sec): 3 clusters
  Score: Raw -17348526.031842 + Penalty 13562.703641 = -17334963.328201
  nChanged 1740
		SP:Iteration 27Q (70965.610000 sec): 3 clusters
  Score: Raw -17349531.571081 + Penalty 13562.703641 = -17335968.867440
  nChanged 1415
		SP:Iteration 28Q (70966.080000 sec): 3 clusters
  Score: Raw -17350363.408366 + Penalty 13562.703641 = -17336800.704725
  nChanged 1159
		SP:Iteration 29Q (70966.550000 sec): 3 clusters
  Score: Raw -17351066.209864 + Penalty 13562.703641 = -17337503.506223
  nChanged 933
		SP:Iteration 30Q (70967.010000 sec): 3 clusters
  Score: Raw -17351653.220265 + Penalty 13562.703641 = -17338090.516624
  nChanged 643
		SP:Iteration 31Q (70967.450000 sec): 3 clusters
  Score: Raw -17352055.206764 + Penalty 13562.703641 = -17338492.503123
  nChanged 489
		SP:Iteration 32Q (70967.880000 sec): 3 clusters
  Score: Raw -17352377.915759 + Penalty 13562.703641 = -17338815.212118
  nChanged 353
		SP:Iteration 33Q (70968.300000 sec): 3 clusters
  Score: Raw -17352612.062569 + Penalty 13562.703641 = -17339049.358928
  nChanged 255
		SP:Iteration 34Q (70968.720000 sec): 3 clusters
  Score: Raw -17352781.418156 + Penalty 13562.703641 = -17339218.714516
  nChanged 174
		SP:Iteration 35Q (70969.110000 sec): 3 clusters
  Score: Raw -17352904.395740 + Penalty 13562.703641 = -17339341.692099
  nChanged 155
		SP:Iteration 36Q (70969.480000 sec): 3 clusters
  Score: Raw -17353018.892764 + Penalty 13562.703641 = -17339456.189124
  nChanged 102
		SP:Iteration 37Q (70969.860000 sec): 3 clusters
  Score: Raw -17353082.124060 + Penalty 13562.703641 = -17339519.420419
  nChanged 77
		SP:Iteration 38Q (70970.220000 sec): 3 clusters
  Score: Raw -17353143.603494 + Penalty 13562.703641 = -17339580.899853
  nChanged 69
		SP:Iteration 39Q (70970.580000 sec): 3 clusters
  Score: Raw -17353194.674326 + Penalty 13562.703641 = -17339631.970685
  nChanged 46
		SP:Iteration 40F (70971.040000 sec): 3 clusters
  Score: Raw -17353227.905736 + Penalty 13562.703641 = -17339665.202095
  nChanged 31
		SP:Iteration 41Q (70971.400000 sec): 3 clusters
  Score: Raw -17353251.486374 + Penalty 13562.703641 = -17339688.782733
  nChanged 24
		SP:Iteration 42Q (70971.760000 sec): 3 clusters
  Score: Raw -17353272.169260 + Penalty 13562.703641 = -17339709.465619
  nChanged 26
		SP:Iteration 43Q (70972.120000 sec): 3 clusters
  Score: Raw -17353293.714161 + Penalty 13562.703641 = -17339731.010520
  nChanged 15
		SP:Iteration 44Q (70972.480000 sec): 3 clusters
  Score: Raw -17353303.929130 + Penalty 13562.703641 = -17339741.225490
  nChanged 9
		SP:Iteration 45Q (70972.830000 sec): 3 clusters
  Score: Raw -17353311.938504 + Penalty 13562.703641 = -17339749.234863
  nChanged 9
		SP:Iteration 46Q (70973.180000 sec): 3 clusters
  Score: Raw -17353319.387792 + Penalty 13562.703641 = -17339756.684151
  nChanged 10
		SP:Iteration 47Q (70973.530000 sec): 3 clusters
  Score: Raw -17353327.095882 + Penalty 13562.703641 = -17339764.392241
  nChanged 9
		SP:Iteration 48Q (70973.880000 sec): 3 clusters
  Score: Raw -17353333.424302 + Penalty 13562.703641 = -17339770.720661
  nChanged 5
		SP:Iteration 49Q (70974.240000 sec): 3 clusters
  Score: Raw -17353336.837438 + Penalty 13562.703641 = -17339774.133797
  nChanged 5
		SP:Iteration 50Q (70974.590000 sec): 3 clusters
  Score: Raw -17353341.448802 + Penalty 13562.703641 = -17339778.745161
  nChanged 6
		SP:Iteration 51Q (70974.940000 sec): 3 clusters
  Score: Raw -17353345.462473 + Penalty 13562.703641 = -17339782.758833
  nChanged 6
		SP:Iteration 52Q (70975.280000 sec): 3 clusters
  Score: Raw -17353349.261894 + Penalty 13562.703641 = -17339786.558253
  nChanged 3
		SP:Iteration 53Q (70975.640000 sec): 3 clusters
  Score: Raw -17353352.846334 + Penalty 13562.703641 = -17339790.142693
  nChanged 7
		SP:Iteration 54Q (70976.000000 sec): 3 clusters
  Score: Raw -17353357.910699 + Penalty 13562.703641 = -17339795.207059
  nChanged 6
		SP:Iteration 55Q (70976.360000 sec): 3 clusters
  Score: Raw -17353361.666328 + Penalty 13562.703641 = -17339798.962687
  nChanged 5
		SP:Iteration 56Q (70976.720000 sec): 3 clusters
  Score: Raw -17353364.989931 + Penalty 13562.703641 = -17339802.286290
  nChanged 2
		SP:Iteration 57Q (70977.090000 sec): 3 clusters
  Score: Raw -17353366.191200 + Penalty 13562.703641 = -17339803.487559
  nChanged 2
		SP:Iteration 58Q (70977.450000 sec): 3 clusters
  Score: Raw -17353367.277000 + Penalty 13562.703641 = -17339804.573359
  nChanged 2
		SP:Iteration 59Q (70977.810000 sec): 3 clusters
  Score: Raw -17353368.844981 + Penalty 13562.703641 = -17339806.141340
  nChanged 4
		SP:Iteration 60F (70978.280000 sec): 3 clusters
  Score: Raw -17353371.341105 + Penalty 13562.703641 = -17339808.637464
  nChanged 2
		SP:Iteration 61Q (70978.640000 sec): 3 clusters
  Score: Raw -17353372.617732 + Penalty 13562.703641 = -17339809.914091
  nChanged 2
		SP:Iteration 62Q (70979.000000 sec): 3 clusters
  Score: Raw -17353374.010133 + Penalty 13562.703641 = -17339811.306492
  nChanged 3
		SP:Iteration 63Q (70979.360000 sec): 3 clusters
  Score: Raw -17353375.878479 + Penalty 13562.703641 = -17339813.174838
  nChanged 3
		SP:Iteration 64Q (70979.710000 sec): 3 clusters
  Score: Raw -17353377.837385 + Penalty 13562.703641 = -17339815.133744
  nChanged 4
		SP:Iteration 65Q (70980.060000 sec): 3 clusters
  Score: Raw -17353380.062899 + Penalty 13562.703641 = -17339817.359258
  nChanged 1
		SP:Iteration 66Q (70980.410000 sec): 3 clusters
  Score: Raw -17353380.720494 + Penalty 13562.703641 = -17339818.016853
  nChanged 1
		SP:Iteration 67Q (70980.760000 sec): 3 clusters
  Score: Raw -17353381.011523 + Penalty 13562.703641 = -17339818.307883
  nChanged 0
		SP:Iteration 68F (70981.220000 sec): 3 clusters
  Score: Raw -17353381.011523 + Penalty 13562.703641 = -17339818.307883
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (56875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70981.560000 sec): 2 clusters
  Score: Raw -15137891.166771 + Penalty 6706.024333 = -15131185.142437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70981.980000 sec): 3 clusters
  Score: Raw -15104400.001351 + Penalty 13412.048666 = -15090987.952684
  nChanged 25104
		SP:Iteration 1F (70982.400000 sec): 3 clusters
  Score: Raw -15118162.015555 + Penalty 13412.048666 = -15104749.966889
  nChanged 2995
		SP:Iteration 2F (70982.810000 sec): 3 clusters
  Score: Raw -15119257.438747 + Penalty 13412.048666 = -15105845.390081
  nChanged 2647
		SP:Iteration 3Q (70983.230000 sec): 3 clusters
  Score: Raw -15120252.894303 + Penalty 13412.048666 = -15106840.845637
  nChanged 2629
		SP:Iteration 4Q (70983.650000 sec): 3 clusters
  Score: Raw -15121397.572126 + Penalty 13412.048666 = -15107985.523460
  nChanged 2865
		SP:Iteration 5F (70984.060000 sec): 3 clusters
  Score: Raw -15122820.241746 + Penalty 13412.048666 = -15109408.193080
  nChanged 3147
		SP:Iteration 6F (70984.480000 sec): 3 clusters
  Score: Raw -15124719.562650 + Penalty 13412.048666 = -15111307.513984
  nChanged 3540
		SP:Iteration 7F (70984.890000 sec): 3 clusters
  Score: Raw -15127176.165030 + Penalty 13412.048666 = -15113764.116363
  nChanged 3629
		SP:Iteration 8F (70985.310000 sec): 3 clusters
  Score: Raw -15129979.423648 + Penalty 13412.048666 = -15116567.374981
  nChanged 3326
		SP:Iteration 9F (70985.720000 sec): 3 clusters
  Score: Raw -15132724.985637 + Penalty 13412.048666 = -15119312.936971
  nChanged 2598
		SP:Iteration 10Q (70986.140000 sec): 3 clusters
  Score: Raw -15134896.793882 + Penalty 13412.048666 = -15121484.745216
  nChanged 1814
		SP:Iteration 11Q (70986.560000 sec): 3 clusters
  Score: Raw -15136437.918951 + Penalty 13412.048666 = -15123025.870285
  nChanged 1144
		SP:Iteration 12Q (70986.960000 sec): 3 clusters
  Score: Raw -15137412.714617 + Penalty 13412.048666 = -15124000.665951
  nChanged 696
		SP:Iteration 13Q (70987.330000 sec): 3 clusters
  Score: Raw -15138028.431449 + Penalty 13412.048666 = -15124616.382782
  nChanged 437
		SP:Iteration 14Q (70987.680000 sec): 3 clusters
  Score: Raw -15138404.932436 + Penalty 13412.048666 = -15124992.883770
  nChanged 278
		SP:Iteration 15Q (70988.010000 sec): 3 clusters
  Score: Raw -15138638.478399 + Penalty 13412.048666 = -15125226.429733
  nChanged 189
		SP:Iteration 16Q (70988.330000 sec): 3 clusters
  Score: Raw -15138806.228105 + Penalty 13412.048666 = -15125394.179438
  nChanged 150
		SP:Iteration 17Q (70988.640000 sec): 3 clusters
  Score: Raw -15138953.565180 + Penalty 13412.048666 = -15125541.516514
  nChanged 116
		SP:Iteration 18Q (70988.950000 sec): 3 clusters
  Score: Raw -15139054.576639 + Penalty 13412.048666 = -15125642.527973
  nChanged 83
		SP:Iteration 19Q (70989.250000 sec): 3 clusters
  Score: Raw -15139120.243154 + Penalty 13412.048666 = -15125708.194488
  nChanged 58
		SP:Iteration 20F (70989.660000 sec): 3 clusters
  Score: Raw -15139165.920347 + Penalty 13412.048666 = -15125753.871680
  nChanged 41
		SP:Iteration 21Q (70989.960000 sec): 3 clusters
  Score: Raw -15139196.645155 + Penalty 13412.048666 = -15125784.596489
  nChanged 45
		SP:Iteration 22Q (70990.260000 sec): 3 clusters
  Score: Raw -15139229.325810 + Penalty 13412.048666 = -15125817.277144
  nChanged 41
		SP:Iteration 23Q (70990.550000 sec): 3 clusters
  Score: Raw -15139266.737340 + Penalty 13412.048666 = -15125854.688673
  nChanged 44
		SP:Iteration 24Q (70990.840000 sec): 3 clusters
  Score: Raw -15139305.449619 + Penalty 13412.048666 = -15125893.400952
  nChanged 33
		SP:Iteration 25Q (70991.130000 sec): 3 clusters
  Score: Raw -15139329.771974 + Penalty 13412.048666 = -15125917.723307
  nChanged 29
		SP:Iteration 26Q (70991.430000 sec): 3 clusters
  Score: Raw -15139347.402887 + Penalty 13412.048666 = -15125935.354220
  nChanged 20
		SP:Iteration 27Q (70991.720000 sec): 3 clusters
  Score: Raw -15139359.111602 + Penalty 13412.048666 = -15125947.062936
  nChanged 12
		SP:Iteration 28Q (70992.010000 sec): 3 clusters
  Score: Raw -15139366.958481 + Penalty 13412.048666 = -15125954.909815
  nChanged 10
		SP:Iteration 29Q (70992.300000 sec): 3 clusters
  Score: Raw -15139372.012156 + Penalty 13412.048666 = -15125959.963490
  nChanged 5
		SP:Iteration 30Q (70992.600000 sec): 3 clusters
  Score: Raw -15139375.928482 + Penalty 13412.048666 = -15125963.879815
  nChanged 5
		SP:Iteration 31Q (70992.890000 sec): 3 clusters
  Score: Raw -15139378.795873 + Penalty 13412.048666 = -15125966.747207
  nChanged 8
		SP:Iteration 32Q (70993.190000 sec): 3 clusters
  Score: Raw -15139382.432304 + Penalty 13412.048666 = -15125970.383638
  nChanged 5
		SP:Iteration 33Q (70993.480000 sec): 3 clusters
  Score: Raw -15139385.301363 + Penalty 13412.048666 = -15125973.252696
  nChanged 3
		SP:Iteration 34Q (70993.770000 sec): 3 clusters
  Score: Raw -15139388.077225 + Penalty 13412.048666 = -15125976.028558
  nChanged 3
		SP:Iteration 35Q (70994.060000 sec): 3 clusters
  Score: Raw -15139389.711862 + Penalty 13412.048666 = -15125977.663195
  nChanged 1
		SP:Iteration 36Q (70994.350000 sec): 3 clusters
  Score: Raw -15139390.364519 + Penalty 13412.048666 = -15125978.315853
  nChanged 0
		SP:Iteration 37F (70994.760000 sec): 3 clusters
  Score: Raw -15139390.364519 + Penalty 13412.048666 = -15125978.315853
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70994.800000 sec): 2 clusters
  Score: Raw -201718.783989 + Penalty 4123.479058 = -197595.304932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70994.810000 sec): 3 clusters
  Score: Raw -202066.926413 + Penalty 8246.958115 = -193819.968298
  nChanged 162
		SP:Iteration 1F (70994.820000 sec): 3 clusters
  Score: Raw -202604.742056 + Penalty 8246.958115 = -194357.783940
  nChanged 56
		SP:Iteration 2F (70994.820000 sec): 3 clusters
  Score: Raw -202901.135009 + Penalty 8246.958115 = -194654.176894
  nChanged 42
		SP:Iteration 3F (70994.830000 sec): 3 clusters
  Score: Raw -203172.500810 + Penalty 8246.958115 = -194925.542694
  nChanged 38
		SP:Iteration 4Q (70994.830000 sec): 3 clusters
  Score: Raw -203577.961939 + Penalty 8246.958115 = -195331.003823
  nChanged 47
		SP:Iteration 5F (70994.840000 sec): 3 clusters
  Score: Raw -204125.547554 + Penalty 8246.958115 = -195878.589439
  nChanged 45
		SP:Iteration 6F (70994.850000 sec): 3 clusters
  Score: Raw -204553.251790 + Penalty 8246.958115 = -196306.293675
  nChanged 34
		SP:Iteration 7Q (70994.850000 sec): 3 clusters
  Score: Raw -204828.324913 + Penalty 8246.958115 = -196581.366798
  nChanged 22
		SP:Iteration 8Q (70994.860000 sec): 3 clusters
  Score: Raw -205001.507891 + Penalty 8246.958115 = -196754.549775
  nChanged 9
		SP:Iteration 9Q (70994.860000 sec): 3 clusters
  Score: Raw -205045.996467 + Penalty 8246.958115 = -196799.038352
  nChanged 2
		SP:Iteration 10Q (70994.870000 sec): 3 clusters
  Score: Raw -205051.930375 + Penalty 8246.958115 = -196804.972260
  nChanged 0
		SP:Iteration 11F (70994.870000 sec): 3 clusters
  Score: Raw -205051.930375 + Penalty 8246.958115 = -196804.972260
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70994.890000 sec): 2 clusters
  Score: Raw -449609.744359 + Penalty 4573.064378 = -445036.679981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70994.900000 sec): 3 clusters
  Score: Raw -449379.171554 + Penalty 9146.128756 = -440233.042798
  nChanged 364
		SP:Iteration 1F (70994.910000 sec): 3 clusters
  Score: Raw -449933.736421 + Penalty 9146.128756 = -440787.607665
  nChanged 114
		SP:Iteration 2F (70994.930000 sec): 3 clusters
  Score: Raw -450128.528131 + Penalty 9146.128756 = -440982.399374
  nChanged 55
		SP:Iteration 3Q (70994.940000 sec): 3 clusters
  Score: Raw -450258.829603 + Penalty 9146.128756 = -441112.700847
  nChanged 37
		SP:Iteration 4Q (70994.950000 sec): 3 clusters
  Score: Raw -450317.635679 + Penalty 9146.128756 = -441171.506923
  nChanged 15
		SP:Iteration 5Q (70994.970000 sec): 3 clusters
  Score: Raw -450338.696727 + Penalty 9146.128756 = -441192.567971
  nChanged 9
		SP:Iteration 6Q (70994.980000 sec): 3 clusters
  Score: Raw -450352.452006 + Penalty 9146.128756 = -441206.323250
  nChanged 9
		SP:Iteration 7Q (70994.990000 sec): 3 clusters
  Score: Raw -450367.093428 + Penalty 9146.128756 = -441220.964672
  nChanged 7
		SP:Iteration 8Q (70995.000000 sec): 3 clusters
  Score: Raw -450378.044464 + Penalty 9146.128756 = -441231.915707
  nChanged 6
		SP:Iteration 9Q (70995.010000 sec): 3 clusters
  Score: Raw -450388.989797 + Penalty 9146.128756 = -441242.861040
  nChanged 6
		SP:Iteration 10Q (70995.030000 sec): 3 clusters
  Score: Raw -450399.646687 + Penalty 9146.128756 = -441253.517931
  nChanged 5
		SP:Iteration 11Q (70995.040000 sec): 3 clusters
  Score: Raw -450425.130632 + Penalty 9146.128756 = -441279.001876
  nChanged 7
		SP:Iteration 12Q (70995.050000 sec): 3 clusters
  Score: Raw -450442.923688 + Penalty 9146.128756 = -441296.794932
  nChanged 11
		SP:Iteration 13Q (70995.060000 sec): 3 clusters
  Score: Raw -450460.841967 + Penalty 9146.128756 = -441314.713211
  nChanged 7
		SP:Iteration 14Q (70995.070000 sec): 3 clusters
  Score: Raw -450469.231270 + Penalty 9146.128756 = -441323.102513
  nChanged 5
		SP:Iteration 15Q (70995.090000 sec): 3 clusters
  Score: Raw -450479.306241 + Penalty 9146.128756 = -441333.177485
  nChanged 5
		SP:Iteration 16Q (70995.100000 sec): 3 clusters
  Score: Raw -450486.226932 + Penalty 9146.128756 = -441340.098175
  nChanged 4
		SP:Iteration 17Q (70995.110000 sec): 3 clusters
  Score: Raw -450491.522621 + Penalty 9146.128756 = -441345.393864
  nChanged 4
		SP:Iteration 18Q (70995.120000 sec): 3 clusters
  Score: Raw -450496.899583 + Penalty 9146.128756 = -441350.770826
  nChanged 1
		SP:Iteration 19Q (70995.130000 sec): 3 clusters
  Score: Raw -450499.167627 + Penalty 9146.128756 = -441353.038871
  nChanged 1
		SP:Iteration 20F (70995.150000 sec): 3 clusters
  Score: Raw -450500.667533 + Penalty 9146.128756 = -441354.538777
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70995.150000 sec): 2 clusters
  Score: Raw -133967.604262 + Penalty 3838.660336 = -130128.943926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70995.160000 sec): 3 clusters
  Score: Raw -134400.140107 + Penalty 7677.320672 = -126722.819435
  nChanged 47
		SP:Iteration 1F (70995.160000 sec): 3 clusters
  Score: Raw -134617.234621 + Penalty 7677.320672 = -126939.913949
  nChanged 12
		SP:Iteration 2Q (70995.170000 sec): 3 clusters
  Score: Raw -134700.851805 + Penalty 7677.320672 = -127023.531133
  nChanged 6
		SP:Iteration 3Q (70995.170000 sec): 3 clusters
  Score: Raw -134724.797521 + Penalty 7677.320672 = -127047.476849
  nChanged 1
		SP:Iteration 4Q (70995.170000 sec): 3 clusters
  Score: Raw -134730.327851 + Penalty 7677.320672 = -127053.007179
  nChanged 1
		SP:Iteration 5Q (70995.180000 sec): 3 clusters
  Score: Raw -134737.071585 + Penalty 7677.320672 = -127059.750914
  nChanged 0
		SP:Iteration 6F (70995.180000 sec): 3 clusters
  Score: Raw -134737.071585 + Penalty 7677.320672 = -127059.750914
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70995.310000 sec): 2 clusters
  Score: Raw -4689886.770051 + Penalty 5995.231350 = -4683891.538701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70995.440000 sec): 3 clusters
  Score: Raw -4680753.114904 + Penalty 11990.462700 = -4668762.652204
  nChanged 7109
		SP:Iteration 1F (70995.570000 sec): 3 clusters
  Score: Raw -4684648.109656 + Penalty 11990.462700 = -4672657.646956
  nChanged 1297
		SP:Iteration 2F (70995.700000 sec): 3 clusters
  Score: Raw -4685386.946165 + Penalty 11990.462700 = -4673396.483465
  nChanged 970
		SP:Iteration 3F (70995.830000 sec): 3 clusters
  Score: Raw -4685925.035651 + Penalty 11990.462700 = -4673934.572951
  nChanged 796
		SP:Iteration 4Q (70995.960000 sec): 3 clusters
  Score: Raw -4686351.213446 + Penalty 11990.462700 = -4674360.750746
  nChanged 725
		SP:Iteration 5Q (70996.090000 sec): 3 clusters
  Score: Raw -4686747.457956 + Penalty 11990.462700 = -4674756.995256
  nChanged 669
		SP:Iteration 6Q (70996.220000 sec): 3 clusters
  Score: Raw -4687145.989495 + Penalty 11990.462700 = -4675155.526795
  nChanged 645
		SP:Iteration 7Q (70996.350000 sec): 3 clusters
  Score: Raw -4687531.183774 + Penalty 11990.462700 = -4675540.721075
  nChanged 623
		SP:Iteration 8Q (70996.480000 sec): 3 clusters
  Score: Raw -4687878.559892 + Penalty 11990.462700 = -4675888.097192
  nChanged 611
		SP:Iteration 9Q (70996.610000 sec): 3 clusters
  Score: Raw -4688208.110634 + Penalty 11990.462700 = -4676217.647934
  nChanged 545
		SP:Iteration 10Q (70996.740000 sec): 3 clusters
  Score: Raw -4688508.628184 + Penalty 11990.462700 = -4676518.165484
  nChanged 527
		SP:Iteration 11Q (70996.870000 sec): 3 clusters
  Score: Raw -4688808.187860 + Penalty 11990.462700 = -4676817.725160
  nChanged 524
		SP:Iteration 12Q (70996.990000 sec): 3 clusters
  Score: Raw -4689141.938820 + Penalty 11990.462700 = -4677151.476121
  nChanged 543
		SP:Iteration 13Q (70997.120000 sec): 3 clusters
  Score: Raw -4689522.609074 + Penalty 11990.462700 = -4677532.146374
  nChanged 510
		SP:Iteration 14Q (70997.250000 sec): 3 clusters
  Score: Raw -4689874.824154 + Penalty 11990.462700 = -4677884.361454
  nChanged 476
		SP:Iteration 15Q (70997.370000 sec): 3 clusters
  Score: Raw -4690212.535977 + Penalty 11990.462700 = -4678222.073277
  nChanged 403
		SP:Iteration 16Q (70997.500000 sec): 3 clusters
  Score: Raw -4690479.278831 + Penalty 11990.462700 = -4678488.816131
  nChanged 325
		SP:Iteration 17Q (70997.620000 sec): 3 clusters
  Score: Raw -4690655.192547 + Penalty 11990.462700 = -4678664.729848
  nChanged 251
		SP:Iteration 18Q (70997.750000 sec): 3 clusters
  Score: Raw -4690766.575017 + Penalty 11990.462700 = -4678776.112317
  nChanged 200
		SP:Iteration 19Q (70997.870000 sec): 3 clusters
  Score: Raw -4690854.329984 + Penalty 11990.462700 = -4678863.867284
  nChanged 167
		SP:Iteration 20F (70997.990000 sec): 3 clusters
  Score: Raw -4690917.326470 + Penalty 11990.462700 = -4678926.863771
  nChanged 134
		SP:Iteration 21Q (70998.110000 sec): 3 clusters
  Score: Raw -4690966.482147 + Penalty 11990.462700 = -4678976.019448
  nChanged 110
		SP:Iteration 22Q (70998.230000 sec): 3 clusters
  Score: Raw -4691003.859276 + Penalty 11990.462700 = -4679013.396577
  nChanged 92
		SP:Iteration 23Q (70998.350000 sec): 3 clusters
  Score: Raw -4691038.853133 + Penalty 11990.462700 = -4679048.390434
  nChanged 95
		SP:Iteration 24Q (70998.470000 sec): 3 clusters
  Score: Raw -4691078.010974 + Penalty 11990.462700 = -4679087.548274
  nChanged 93
		SP:Iteration 25Q (70998.580000 sec): 3 clusters
  Score: Raw -4691115.591991 + Penalty 11990.462700 = -4679125.129292
  nChanged 84
		SP:Iteration 26Q (70998.700000 sec): 3 clusters
  Score: Raw -4691147.479682 + Penalty 11990.462700 = -4679157.016982
  nChanged 83
		SP:Iteration 27Q (70998.810000 sec): 3 clusters
  Score: Raw -4691182.874487 + Penalty 11990.462700 = -4679192.411787
  nChanged 95
		SP:Iteration 28Q (70998.930000 sec): 3 clusters
  Score: Raw -4691226.129930 + Penalty 11990.462700 = -4679235.667230
  nChanged 97
		SP:Iteration 29Q (70999.040000 sec): 3 clusters
  Score: Raw -4691266.571777 + Penalty 11990.462700 = -4679276.109077
  nChanged 106
		SP:Iteration 30Q (70999.160000 sec): 3 clusters
  Score: Raw -4691314.146146 + Penalty 11990.462700 = -4679323.683446
  nChanged 98
		SP:Iteration 31Q (70999.270000 sec): 3 clusters
  Score: Raw -4691359.646254 + Penalty 11990.462700 = -4679369.183554
  nChanged 97
		SP:Iteration 32Q (70999.390000 sec): 3 clusters
  Score: Raw -4691398.225755 + Penalty 11990.462700 = -4679407.763055
  nChanged 95
		SP:Iteration 33Q (70999.500000 sec): 3 clusters
  Score: Raw -4691439.238944 + Penalty 11990.462700 = -4679448.776244
  nChanged 83
		SP:Iteration 34Q (70999.610000 sec): 3 clusters
  Score: Raw -4691471.293284 + Penalty 11990.462700 = -4679480.830584
  nChanged 65
		SP:Iteration 35Q (70999.730000 sec): 3 clusters
  Score: Raw -4691496.885939 + Penalty 11990.462700 = -4679506.423239
  nChanged 59
		SP:Iteration 36Q (70999.840000 sec): 3 clusters
  Score: Raw -4691519.925689 + Penalty 11990.462700 = -4679529.462990
  nChanged 70
		SP:Iteration 37Q (70999.950000 sec): 3 clusters
  Score: Raw -4691544.733687 + Penalty 11990.462700 = -4679554.270987
  nChanged 68
		SP:Iteration 38Q (71000.060000 sec): 3 clusters
  Score: Raw -4691570.199589 + Penalty 11990.462700 = -4679579.736889
  nChanged 68
		SP:Iteration 39Q (71000.180000 sec): 3 clusters
  Score: Raw -4691599.742950 + Penalty 11990.462700 = -4679609.280250
  nChanged 82
		SP:Iteration 40F (71000.310000 sec): 3 clusters
  Score: Raw -4691639.706115 + Penalty 11990.462700 = -4679649.243415
  nChanged 90
		SP:Iteration 41Q (71000.420000 sec): 3 clusters
  Score: Raw -4691682.533453 + Penalty 11990.462700 = -4679692.070753
  nChanged 84
		SP:Iteration 42Q (71000.530000 sec): 3 clusters
  Score: Raw -4691718.861713 + Penalty 11990.462700 = -4679728.399013
  nChanged 79
		SP:Iteration 43Q (71000.640000 sec): 3 clusters
  Score: Raw -4691755.702682 + Penalty 11990.462700 = -4679765.239982
  nChanged 87
		SP:Iteration 44Q (71000.750000 sec): 3 clusters
  Score: Raw -4691793.675305 + Penalty 11990.462700 = -4679803.212605
  nChanged 74
		SP:Iteration 45Q (71000.870000 sec): 3 clusters
  Score: Raw -4691822.287311 + Penalty 11990.462700 = -4679831.824611
  nChanged 57
		SP:Iteration 46Q (71000.970000 sec): 3 clusters
  Score: Raw -4691841.430682 + Penalty 11990.462700 = -4679850.967982
  nChanged 53
		SP:Iteration 47Q (71001.090000 sec): 3 clusters
  Score: Raw -4691857.123388 + Penalty 11990.462700 = -4679866.660689
  nChanged 45
		SP:Iteration 48Q (71001.190000 sec): 3 clusters
  Score: Raw -4691871.700319 + Penalty 11990.462700 = -4679881.237619
  nChanged 36
		SP:Iteration 49Q (71001.310000 sec): 3 clusters
  Score: Raw -4691883.633048 + Penalty 11990.462700 = -4679893.170348
  nChanged 37
		SP:Iteration 50Q (71001.420000 sec): 3 clusters
  Score: Raw -4691895.371880 + Penalty 11990.462700 = -4679904.909180
  nChanged 30
		SP:Iteration 51Q (71001.530000 sec): 3 clusters
  Score: Raw -4691903.954457 + Penalty 11990.462700 = -4679913.491757
  nChanged 22
		SP:Iteration 52Q (71001.640000 sec): 3 clusters
  Score: Raw -4691910.105834 + Penalty 11990.462700 = -4679919.643134
  nChanged 18
		SP:Iteration 53Q (71001.750000 sec): 3 clusters
  Score: Raw -4691914.601072 + Penalty 11990.462700 = -4679924.138372
  nChanged 14
		SP:Iteration 54Q (71001.860000 sec): 3 clusters
  Score: Raw -4691918.202958 + Penalty 11990.462700 = -4679927.740258
  nChanged 12
		SP:Iteration 55Q (71001.970000 sec): 3 clusters
  Score: Raw -4691922.119814 + Penalty 11990.462700 = -4679931.657114
  nChanged 17
		SP:Iteration 56Q (71002.080000 sec): 3 clusters
  Score: Raw -4691926.588368 + Penalty 11990.462700 = -4679936.125668
  nChanged 12
		SP:Iteration 57Q (71002.190000 sec): 3 clusters
  Score: Raw -4691930.432562 + Penalty 11990.462700 = -4679939.969862
  nChanged 11
		SP:Iteration 58Q (71002.300000 sec): 3 clusters
  Score: Raw -4691933.637529 + Penalty 11990.462700 = -4679943.174829
  nChanged 14
		SP:Iteration 59Q (71002.410000 sec): 3 clusters
  Score: Raw -4691938.157337 + Penalty 11990.462700 = -4679947.694637
  nChanged 16
		SP:Iteration 60F (71002.540000 sec): 3 clusters
  Score: Raw -4691942.359358 + Penalty 11990.462700 = -4679951.896659
  nChanged 14
		SP:Iteration 61Q (71002.650000 sec): 3 clusters
  Score: Raw -4691945.971249 + Penalty 11990.462700 = -4679955.508549
  nChanged 8
		SP:Iteration 62Q (71002.760000 sec): 3 clusters
  Score: Raw -4691947.998319 + Penalty 11990.462700 = -4679957.535619
  nChanged 7
		SP:Iteration 63Q (71002.870000 sec): 3 clusters
  Score: Raw -4691950.234393 + Penalty 11990.462700 = -4679959.771694
  nChanged 9
		SP:Iteration 64Q (71002.980000 sec): 3 clusters
  Score: Raw -4691953.123015 + Penalty 11990.462700 = -4679962.660316
  nChanged 5
		SP:Iteration 65Q (71003.090000 sec): 3 clusters
  Score: Raw -4691954.253226 + Penalty 11990.462700 = -4679963.790526
  nChanged 7
		SP:Iteration 66Q (71003.200000 sec): 3 clusters
  Score: Raw -4691955.694198 + Penalty 11990.462700 = -4679965.231498
  nChanged 7
		SP:Iteration 67Q (71003.310000 sec): 3 clusters
  Score: Raw -4691957.186310 + Penalty 11990.462700 = -4679966.723610
  nChanged 6
		SP:Iteration 68Q (71003.420000 sec): 3 clusters
  Score: Raw -4691958.979833 + Penalty 11990.462700 = -4679968.517133
  nChanged 7
		SP:Iteration 69Q (71003.530000 sec): 3 clusters
  Score: Raw -4691960.919654 + Penalty 11990.462700 = -4679970.456955
  nChanged 8
		SP:Iteration 70Q (71003.640000 sec): 3 clusters
  Score: Raw -4691962.700863 + Penalty 11990.462700 = -4679972.238163
  nChanged 7
		SP:Iteration 71Q (71003.750000 sec): 3 clusters
  Score: Raw -4691964.125953 + Penalty 11990.462700 = -4679973.663253
  nChanged 6
		SP:Iteration 72Q (71003.860000 sec): 3 clusters
  Score: Raw -4691965.554992 + Penalty 11990.462700 = -4679975.092293
  nChanged 6
		SP:Iteration 73Q (71003.970000 sec): 3 clusters
  Score: Raw -4691966.618286 + Penalty 11990.462700 = -4679976.155586
  nChanged 1
		SP:Iteration 74Q (71004.080000 sec): 3 clusters
  Score: Raw -4691967.049912 + Penalty 11990.462700 = -4679976.587212
  nChanged 2
		SP:Iteration 75Q (71004.190000 sec): 3 clusters
  Score: Raw -4691967.651279 + Penalty 11990.462700 = -4679977.188579
  nChanged 2
		SP:Iteration 76Q (71004.300000 sec): 3 clusters
  Score: Raw -4691968.162328 + Penalty 11990.462700 = -4679977.699628
  nChanged 5
		SP:Iteration 77Q (71004.410000 sec): 3 clusters
  Score: Raw -4691969.128806 + Penalty 11990.462700 = -4679978.666106
  nChanged 2
		SP:Iteration 78Q (71004.520000 sec): 3 clusters
  Score: Raw -4691969.578696 + Penalty 11990.462700 = -4679979.115996
  nChanged 1
		SP:Iteration 79Q (71004.630000 sec): 3 clusters
  Score: Raw -4691969.973635 + Penalty 11990.462700 = -4679979.510936
  nChanged 0
		SP:Iteration 80F (71004.760000 sec): 3 clusters
  Score: Raw -4691969.973635 + Penalty 11990.462700 = -4679979.510936
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71004.790000 sec): 2 clusters
  Score: Raw -984877.988236 + Penalty 5078.111538 = -979799.876698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71004.820000 sec): 3 clusters
  Score: Raw -983710.028092 + Penalty 10156.223076 = -973553.805016
  nChanged 1207
		SP:Iteration 1F (71004.850000 sec): 3 clusters
  Score: Raw -984814.251820 + Penalty 10156.223076 = -974658.028745
  nChanged 300
		SP:Iteration 2F (71004.880000 sec): 3 clusters
  Score: Raw -985188.090232 + Penalty 10156.223076 = -975031.867156
  nChanged 190
		SP:Iteration 3Q (71004.910000 sec): 3 clusters
  Score: Raw -985397.656903 + Penalty 10156.223076 = -975241.433828
  nChanged 133
		SP:Iteration 4Q (71004.940000 sec): 3 clusters
  Score: Raw -985544.814606 + Penalty 10156.223076 = -975388.591530
  nChanged 105
		SP:Iteration 5Q (71004.970000 sec): 3 clusters
  Score: Raw -985658.566214 + Penalty 10156.223076 = -975502.343138
  nChanged 95
		SP:Iteration 6Q (71004.990000 sec): 3 clusters
  Score: Raw -985768.567138 + Penalty 10156.223076 = -975612.344062
  nChanged 100
		SP:Iteration 7Q (71005.020000 sec): 3 clusters
  Score: Raw -985889.227133 + Penalty 10156.223076 = -975733.004058
  nChanged 90
		SP:Iteration 8Q (71005.050000 sec): 3 clusters
  Score: Raw -986014.444244 + Penalty 10156.223076 = -975858.221169
  nChanged 95
		SP:Iteration 9Q (71005.070000 sec): 3 clusters
  Score: Raw -986166.187656 + Penalty 10156.223076 = -976009.964580
  nChanged 104
		SP:Iteration 10Q (71005.100000 sec): 3 clusters
  Score: Raw -986294.250246 + Penalty 10156.223076 = -976138.027170
  nChanged 79
		SP:Iteration 11Q (71005.130000 sec): 3 clusters
  Score: Raw -986381.230178 + Penalty 10156.223076 = -976225.007103
  nChanged 59
		SP:Iteration 12Q (71005.150000 sec): 3 clusters
  Score: Raw -986449.026014 + Penalty 10156.223076 = -976292.802939
  nChanged 43
		SP:Iteration 13Q (71005.180000 sec): 3 clusters
  Score: Raw -986494.835398 + Penalty 10156.223076 = -976338.612322
  nChanged 44
		SP:Iteration 14Q (71005.210000 sec): 3 clusters
  Score: Raw -986531.910086 + Penalty 10156.223076 = -976375.687010
  nChanged 32
		SP:Iteration 15Q (71005.230000 sec): 3 clusters
  Score: Raw -986559.954468 + Penalty 10156.223076 = -976403.731393
  nChanged 26
		SP:Iteration 16Q (71005.260000 sec): 3 clusters
  Score: Raw -986586.002219 + Penalty 10156.223076 = -976429.779144
  nChanged 29
		SP:Iteration 17Q (71005.290000 sec): 3 clusters
  Score: Raw -986629.092364 + Penalty 10156.223076 = -976472.869288
  nChanged 42
		SP:Iteration 18Q (71005.310000 sec): 3 clusters
  Score: Raw -986684.145789 + Penalty 10156.223076 = -976527.922714
  nChanged 34
		SP:Iteration 19Q (71005.340000 sec): 3 clusters
  Score: Raw -986723.665222 + Penalty 10156.223076 = -976567.442146
  nChanged 29
		SP:Iteration 20F (71005.370000 sec): 3 clusters
  Score: Raw -986752.390623 + Penalty 10156.223076 = -976596.167548
  nChanged 25
		SP:Iteration 21Q (71005.390000 sec): 3 clusters
  Score: Raw -986776.836474 + Penalty 10156.223076 = -976620.613398
  nChanged 21
		SP:Iteration 22Q (71005.420000 sec): 3 clusters
  Score: Raw -986796.620423 + Penalty 10156.223076 = -976640.397347
  nChanged 28
		SP:Iteration 23Q (71005.450000 sec): 3 clusters
  Score: Raw -986817.760337 + Penalty 10156.223076 = -976661.537261
  nChanged 25
		SP:Iteration 24Q (71005.470000 sec): 3 clusters
  Score: Raw -986846.004516 + Penalty 10156.223076 = -976689.781441
  nChanged 26
		SP:Iteration 25Q (71005.500000 sec): 3 clusters
  Score: Raw -986870.599409 + Penalty 10156.223076 = -976714.376333
  nChanged 22
		SP:Iteration 26Q (71005.520000 sec): 3 clusters
  Score: Raw -986889.037892 + Penalty 10156.223076 = -976732.814817
  nChanged 25
		SP:Iteration 27Q (71005.550000 sec): 3 clusters
  Score: Raw -986912.140070 + Penalty 10156.223076 = -976755.916994
  nChanged 25
		SP:Iteration 28Q (71005.570000 sec): 3 clusters
  Score: Raw -986939.993075 + Penalty 10156.223076 = -976783.769999
  nChanged 27
		SP:Iteration 29Q (71005.600000 sec): 3 clusters
  Score: Raw -986966.403510 + Penalty 10156.223076 = -976810.180435
  nChanged 31
		SP:Iteration 30Q (71005.630000 sec): 3 clusters
  Score: Raw -986997.315393 + Penalty 10156.223076 = -976841.092317
  nChanged 25
		SP:Iteration 31Q (71005.650000 sec): 3 clusters
  Score: Raw -987020.896021 + Penalty 10156.223076 = -976864.672945
  nChanged 17
		SP:Iteration 32Q (71005.680000 sec): 3 clusters
  Score: Raw -987054.916720 + Penalty 10156.223076 = -976898.693644
  nChanged 33
		SP:Iteration 33Q (71005.700000 sec): 3 clusters
  Score: Raw -987095.236848 + Penalty 10156.223076 = -976939.013773
  nChanged 36
		SP:Iteration 34Q (71005.730000 sec): 3 clusters
  Score: Raw -987128.667982 + Penalty 10156.223076 = -976972.444906
  nChanged 34
		SP:Iteration 35Q (71005.750000 sec): 3 clusters
  Score: Raw -987162.843548 + Penalty 10156.223076 = -977006.620472
  nChanged 29
		SP:Iteration 36Q (71005.780000 sec): 3 clusters
  Score: Raw -987192.216666 + Penalty 10156.223076 = -977035.993590
  nChanged 30
		SP:Iteration 37Q (71005.810000 sec): 3 clusters
  Score: Raw -987231.727395 + Penalty 10156.223076 = -977075.504320
  nChanged 34
		SP:Iteration 38Q (71005.830000 sec): 3 clusters
  Score: Raw -987264.116501 + Penalty 10156.223076 = -977107.893426
  nChanged 29
		SP:Iteration 39Q (71005.860000 sec): 3 clusters
  Score: Raw -987288.384691 + Penalty 10156.223076 = -977132.161616
  nChanged 31
		SP:Iteration 40F (71005.890000 sec): 3 clusters
  Score: Raw -987311.077270 + Penalty 10156.223076 = -977154.854194
  nChanged 21
		SP:Iteration 41Q (71005.910000 sec): 3 clusters
  Score: Raw -987327.952950 + Penalty 10156.223076 = -977171.729874
  nChanged 13
		SP:Iteration 42Q (71005.940000 sec): 3 clusters
  Score: Raw -987341.678054 + Penalty 10156.223076 = -977185.454979
  nChanged 15
		SP:Iteration 43Q (71005.960000 sec): 3 clusters
  Score: Raw -987356.481574 + Penalty 10156.223076 = -977200.258498
  nChanged 14
		SP:Iteration 44Q (71005.990000 sec): 3 clusters
  Score: Raw -987366.659050 + Penalty 10156.223076 = -977210.435975
  nChanged 12
		SP:Iteration 45Q (71006.010000 sec): 3 clusters
  Score: Raw -987376.418187 + Penalty 10156.223076 = -977220.195111
  nChanged 5
		SP:Iteration 46Q (71006.040000 sec): 3 clusters
  Score: Raw -987379.189702 + Penalty 10156.223076 = -977222.966627
  nChanged 2
		SP:Iteration 47Q (71006.070000 sec): 3 clusters
  Score: Raw -987380.284537 + Penalty 10156.223076 = -977224.061461
  nChanged 4
		SP:Iteration 48Q (71006.090000 sec): 3 clusters
  Score: Raw -987384.772248 + Penalty 10156.223076 = -977228.549172
  nChanged 5
		SP:Iteration 49Q (71006.110000 sec): 3 clusters
  Score: Raw -987390.239301 + Penalty 10156.223076 = -977234.016226
  nChanged 6
		SP:Iteration 50Q (71006.140000 sec): 3 clusters
  Score: Raw -987395.890592 + Penalty 10156.223076 = -977239.667516
  nChanged 6
		SP:Iteration 51Q (71006.170000 sec): 3 clusters
  Score: Raw -987401.858331 + Penalty 10156.223076 = -977245.635256
  nChanged 5
		SP:Iteration 52Q (71006.190000 sec): 3 clusters
  Score: Raw -987405.621717 + Penalty 10156.223076 = -977249.398642
  nChanged 0
		SP:Iteration 53F (71006.220000 sec): 3 clusters
  Score: Raw -987405.621717 + Penalty 10156.223076 = -977249.398642
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71006.240000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71006.250000 sec): 3 clusters
  Score: Raw -381960.326464 + Penalty 8912.086091 = -373048.240373
  nChanged 299
		SP:Iteration 1F (71006.260000 sec): 3 clusters
  Score: Raw -382492.125848 + Penalty 8912.086091 = -373580.039756
  nChanged 72
		SP:Iteration 2Q (71006.270000 sec): 3 clusters
  Score: Raw -382681.709653 + Penalty 8912.086091 = -373769.623561
  nChanged 61
		SP:Iteration 3Q (71006.280000 sec): 3 clusters
  Score: Raw -382851.487205 + Penalty 8912.086091 = -373939.401113
  nChanged 35
		SP:Iteration 4Q (71006.290000 sec): 3 clusters
  Score: Raw -382958.073690 + Penalty 8912.086091 = -374045.987598
  nChanged 28
		SP:Iteration 5Q (71006.300000 sec): 3 clusters
  Score: Raw -383018.317512 + Penalty 8912.086091 = -374106.231421
  nChanged 18
		SP:Iteration 6Q (71006.310000 sec): 3 clusters
  Score: Raw -383063.020518 + Penalty 8912.086091 = -374150.934427
  nChanged 8
		SP:Iteration 7Q (71006.320000 sec): 3 clusters
  Score: Raw -383096.135493 + Penalty 8912.086091 = -374184.049401
  nChanged 9
		SP:Iteration 8Q (71006.330000 sec): 3 clusters
  Score: Raw -383111.620434 + Penalty 8912.086091 = -374199.534342
  nChanged 1
		SP:Iteration 9Q (71006.340000 sec): 3 clusters
  Score: Raw -383114.534180 + Penalty 8912.086091 = -374202.448089
  nChanged 3
		SP:Iteration 10Q (71006.350000 sec): 3 clusters
  Score: Raw -383118.981907 + Penalty 8912.086091 = -374206.895816
  nChanged 1
		SP:Iteration 11Q (71006.360000 sec): 3 clusters
  Score: Raw -383120.535546 + Penalty 8912.086091 = -374208.449455
  nChanged 1
		SP:Iteration 12Q (71006.370000 sec): 3 clusters
  Score: Raw -383122.548373 + Penalty 8912.086091 = -374210.462282
  nChanged 2
		SP:Iteration 13Q (71006.380000 sec): 3 clusters
  Score: Raw -383127.593104 + Penalty 8912.086091 = -374215.507013
  nChanged 1
		SP:Iteration 14Q (71006.390000 sec): 3 clusters
  Score: Raw -383128.789298 + Penalty 8912.086091 = -374216.703207
  nChanged 0
		SP:Iteration 15F (71006.400000 sec): 3 clusters
  Score: Raw -383128.789298 + Penalty 8912.086091 = -374216.703207
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71006.410000 sec): 2 clusters
  Score: Raw -332912.415532 + Penalty 4386.968467 = -328525.447065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71006.420000 sec): 3 clusters
  Score: Raw -332916.388160 + Penalty 8773.936934 = -324142.451225
  nChanged 256
		SP:Iteration 1F (71006.430000 sec): 3 clusters
  Score: Raw -333383.736969 + Penalty 8773.936934 = -324609.800035
  nChanged 59
		SP:Iteration 2Q (71006.440000 sec): 3 clusters
  Score: Raw -333510.397629 + Penalty 8773.936934 = -324736.460695
  nChanged 30
		SP:Iteration 3Q (71006.450000 sec): 3 clusters
  Score: Raw -333568.012280 + Penalty 8773.936934 = -324794.075345
  nChanged 14
		SP:Iteration 4Q (71006.460000 sec): 3 clusters
  Score: Raw -333600.152076 + Penalty 8773.936934 = -324826.215141
  nChanged 6
		SP:Iteration 5Q (71006.470000 sec): 3 clusters
  Score: Raw -333613.232436 + Penalty 8773.936934 = -324839.295502
  nChanged 5
		SP:Iteration 6Q (71006.470000 sec): 3 clusters
  Score: Raw -333624.553909 + Penalty 8773.936934 = -324850.616975
  nChanged 4
		SP:Iteration 7Q (71006.480000 sec): 3 clusters
  Score: Raw -333630.445617 + Penalty 8773.936934 = -324856.508683
  nChanged 1
		SP:Iteration 8Q (71006.490000 sec): 3 clusters
  Score: Raw -333633.710118 + Penalty 8773.936934 = -324859.773184
  nChanged 2
		SP:Iteration 9Q (71006.500000 sec): 3 clusters
  Score: Raw -333636.532044 + Penalty 8773.936934 = -324862.595110
  nChanged 0
		SP:Iteration 10F (71006.510000 sec): 3 clusters
  Score: Raw -333636.532044 + Penalty 8773.936934 = -324862.595110
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71006.600000 sec): 2 clusters
  Score: Raw -3504162.740107 + Penalty 5823.784915 = -3498338.955192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71006.700000 sec): 3 clusters
  Score: Raw -3497638.241978 + Penalty 11647.569830 = -3485990.672147
  nChanged 5158
		SP:Iteration 1F (71006.800000 sec): 3 clusters
  Score: Raw -3500381.944157 + Penalty 11647.569830 = -3488734.374327
  nChanged 939
		SP:Iteration 2F (71006.900000 sec): 3 clusters
  Score: Raw -3500860.371504 + Penalty 11647.569830 = -3489212.801674
  nChanged 609
		SP:Iteration 3Q (71007.000000 sec): 3 clusters
  Score: Raw -3501148.784515 + Penalty 11647.569830 = -3489501.214685
  nChanged 452
		SP:Iteration 4Q (71007.090000 sec): 3 clusters
  Score: Raw -3501352.210221 + Penalty 11647.569830 = -3489704.640391
  nChanged 395
		SP:Iteration 5Q (71007.190000 sec): 3 clusters
  Score: Raw -3501529.540079 + Penalty 11647.569830 = -3489881.970249
  nChanged 341
		SP:Iteration 6Q (71007.290000 sec): 3 clusters
  Score: Raw -3501694.253345 + Penalty 11647.569830 = -3490046.683515
  nChanged 310
		SP:Iteration 7Q (71007.390000 sec): 3 clusters
  Score: Raw -3501859.077881 + Penalty 11647.569830 = -3490211.508051
  nChanged 308
		SP:Iteration 8Q (71007.490000 sec): 3 clusters
  Score: Raw -3502027.535768 + Penalty 11647.569830 = -3490379.965938
  nChanged 315
		SP:Iteration 9Q (71007.590000 sec): 3 clusters
  Score: Raw -3502213.963148 + Penalty 11647.569830 = -3490566.393318
  nChanged 324
		SP:Iteration 10Q (71007.690000 sec): 3 clusters
  Score: Raw -3502417.311007 + Penalty 11647.569830 = -3490769.741177
  nChanged 376
		SP:Iteration 11Q (71007.780000 sec): 3 clusters
  Score: Raw -3502680.327854 + Penalty 11647.569830 = -3491032.758024
  nChanged 442
		SP:Iteration 12Q (71007.880000 sec): 3 clusters
  Score: Raw -3503001.349330 + Penalty 11647.569830 = -3491353.779500
  nChanged 479
		SP:Iteration 13Q (71007.980000 sec): 3 clusters
  Score: Raw -3503366.228246 + Penalty 11647.569830 = -3491718.658416
  nChanged 520
		SP:Iteration 14Q (71008.070000 sec): 3 clusters
  Score: Raw -3503777.355814 + Penalty 11647.569830 = -3492129.785984
  nChanged 513
		SP:Iteration 15Q (71008.170000 sec): 3 clusters
  Score: Raw -3504181.678430 + Penalty 11647.569830 = -3492534.108600
  nChanged 519
		SP:Iteration 16Q (71008.270000 sec): 3 clusters
  Score: Raw -3504597.587255 + Penalty 11647.569830 = -3492950.017425
  nChanged 480
		SP:Iteration 17Q (71008.360000 sec): 3 clusters
  Score: Raw -3505001.038790 + Penalty 11647.569830 = -3493353.468960
  nChanged 454
		SP:Iteration 18Q (71008.450000 sec): 3 clusters
  Score: Raw -3505407.287541 + Penalty 11647.569830 = -3493759.717711
  nChanged 386
		SP:Iteration 19Q (71008.550000 sec): 3 clusters
  Score: Raw -3505767.513106 + Penalty 11647.569830 = -3494119.943276
  nChanged 367
		SP:Iteration 20F (71008.650000 sec): 3 clusters
  Score: Raw -3506092.141916 + Penalty 11647.569830 = -3494444.572086
  nChanged 286
		SP:Iteration 21Q (71008.740000 sec): 3 clusters
  Score: Raw -3506327.424836 + Penalty 11647.569830 = -3494679.855006
  nChanged 241
		SP:Iteration 22Q (71008.830000 sec): 3 clusters
  Score: Raw -3506474.559617 + Penalty 11647.569830 = -3494826.989787
  nChanged 170
		SP:Iteration 23Q (71008.920000 sec): 3 clusters
  Score: Raw -3506559.861167 + Penalty 11647.569830 = -3494912.291337
  nChanged 102
		SP:Iteration 24Q (71009.010000 sec): 3 clusters
  Score: Raw -3506604.127813 + Penalty 11647.569830 = -3494956.557983
  nChanged 69
		SP:Iteration 25Q (71009.100000 sec): 3 clusters
  Score: Raw -3506632.881862 + Penalty 11647.569830 = -3494985.312032
  nChanged 51
		SP:Iteration 26Q (71009.190000 sec): 3 clusters
  Score: Raw -3506650.233252 + Penalty 11647.569830 = -3495002.663422
  nChanged 37
		SP:Iteration 27Q (71009.280000 sec): 3 clusters
  Score: Raw -3506662.236315 + Penalty 11647.569830 = -3495014.666485
  nChanged 23
		SP:Iteration 28Q (71009.370000 sec): 3 clusters
  Score: Raw -3506669.939759 + Penalty 11647.569830 = -3495022.369929
  nChanged 17
		SP:Iteration 29Q (71009.450000 sec): 3 clusters
  Score: Raw -3506675.546807 + Penalty 11647.569830 = -3495027.976977
  nChanged 12
		SP:Iteration 30Q (71009.540000 sec): 3 clusters
  Score: Raw -3506678.543506 + Penalty 11647.569830 = -3495030.973676
  nChanged 7
		SP:Iteration 31Q (71009.630000 sec): 3 clusters
  Score: Raw -3506680.210035 + Penalty 11647.569830 = -3495032.640205
  nChanged 3
		SP:Iteration 32Q (71009.710000 sec): 3 clusters
  Score: Raw -3506680.838632 + Penalty 11647.569830 = -3495033.268802
  nChanged 5
		SP:Iteration 33Q (71009.800000 sec): 3 clusters
  Score: Raw -3506682.203151 + Penalty 11647.569830 = -3495034.633321
  nChanged 4
		SP:Iteration 34Q (71009.890000 sec): 3 clusters
  Score: Raw -3506682.922791 + Penalty 11647.569830 = -3495035.352961
  nChanged 2
		SP:Iteration 35Q (71009.970000 sec): 3 clusters
  Score: Raw -3506683.230167 + Penalty 11647.569830 = -3495035.660337
  nChanged 1
		SP:Iteration 36Q (71010.060000 sec): 3 clusters
  Score: Raw -3506683.375239 + Penalty 11647.569830 = -3495035.805409
  nChanged 1
		SP:Iteration 37Q (71010.150000 sec): 3 clusters
  Score: Raw -3506683.636943 + Penalty 11647.569830 = -3495036.067113
  nChanged 1
		SP:Iteration 38Q (71010.230000 sec): 3 clusters
  Score: Raw -3506683.770789 + Penalty 11647.569830 = -3495036.200959
  nChanged 0
		SP:Iteration 39F (71010.330000 sec): 3 clusters
  Score: Raw -3506683.770789 + Penalty 11647.569830 = -3495036.200959
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (16581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71010.450000 sec): 2 clusters
  Score: Raw -4419912.527873 + Penalty 5951.057804 = -4413961.470069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71010.570000 sec): 3 clusters
  Score: Raw -4411483.162918 + Penalty 11902.115607 = -4399581.047311
  nChanged 6560
		SP:Iteration 1F (71010.690000 sec): 3 clusters
  Score: Raw -4415062.254300 + Penalty 11902.115607 = -4403160.138693
  nChanged 1188
		SP:Iteration 2F (71010.810000 sec): 3 clusters
  Score: Raw -4415678.430899 + Penalty 11902.115607 = -4403776.315292
  nChanged 845
		SP:Iteration 3F (71010.930000 sec): 3 clusters
  Score: Raw -4416053.964572 + Penalty 11902.115607 = -4404151.848964
  nChanged 610
		SP:Iteration 4Q (71011.060000 sec): 3 clusters
  Score: Raw -4416313.086265 + Penalty 11902.115607 = -4404410.970657
  nChanged 509
		SP:Iteration 5Q (71011.180000 sec): 3 clusters
  Score: Raw -4416536.240994 + Penalty 11902.115607 = -4404634.125387
  nChanged 417
		SP:Iteration 6Q (71011.310000 sec): 3 clusters
  Score: Raw -4416702.347704 + Penalty 11902.115607 = -4404800.232096
  nChanged 367
		SP:Iteration 7Q (71011.430000 sec): 3 clusters
  Score: Raw -4416839.216815 + Penalty 11902.115607 = -4404937.101208
  nChanged 332
		SP:Iteration 8Q (71011.560000 sec): 3 clusters
  Score: Raw -4416960.464523 + Penalty 11902.115607 = -4405058.348915
  nChanged 325
		SP:Iteration 9Q (71011.680000 sec): 3 clusters
  Score: Raw -4417076.669883 + Penalty 11902.115607 = -4405174.554276
  nChanged 301
		SP:Iteration 10Q (71011.810000 sec): 3 clusters
  Score: Raw -4417183.878199 + Penalty 11902.115607 = -4405281.762591
  nChanged 339
		SP:Iteration 11Q (71011.930000 sec): 3 clusters
  Score: Raw -4417312.629806 + Penalty 11902.115607 = -4405410.514199
  nChanged 340
		SP:Iteration 12Q (71012.060000 sec): 3 clusters
  Score: Raw -4417439.198218 + Penalty 11902.115607 = -4405537.082611
  nChanged 320
		SP:Iteration 13Q (71012.180000 sec): 3 clusters
  Score: Raw -4417557.727699 + Penalty 11902.115607 = -4405655.612092
  nChanged 316
		SP:Iteration 14Q (71012.310000 sec): 3 clusters
  Score: Raw -4417679.051546 + Penalty 11902.115607 = -4405776.935938
  nChanged 331
		SP:Iteration 15Q (71012.430000 sec): 3 clusters
  Score: Raw -4417811.196169 + Penalty 11902.115607 = -4405909.080562
  nChanged 328
		SP:Iteration 16Q (71012.560000 sec): 3 clusters
  Score: Raw -4417946.443741 + Penalty 11902.115607 = -4406044.328134
  nChanged 331
		SP:Iteration 17Q (71012.680000 sec): 3 clusters
  Score: Raw -4418087.503310 + Penalty 11902.115607 = -4406185.387703
  nChanged 363
		SP:Iteration 18Q (71012.810000 sec): 3 clusters
  Score: Raw -4418255.495794 + Penalty 11902.115607 = -4406353.380187
  nChanged 331
		SP:Iteration 19Q (71012.930000 sec): 3 clusters
  Score: Raw -4418413.638125 + Penalty 11902.115607 = -4406511.522518
  nChanged 344
		SP:Iteration 20F (71013.050000 sec): 3 clusters
  Score: Raw -4418598.312789 + Penalty 11902.115607 = -4406696.197182
  nChanged 365
		SP:Iteration 21Q (71013.180000 sec): 3 clusters
  Score: Raw -4418800.189353 + Penalty 11902.115607 = -4406898.073746
  nChanged 367
		SP:Iteration 22Q (71013.300000 sec): 3 clusters
  Score: Raw -4419017.800864 + Penalty 11902.115607 = -4407115.685257
  nChanged 364
		SP:Iteration 23Q (71013.430000 sec): 3 clusters
  Score: Raw -4419238.952060 + Penalty 11902.115607 = -4407336.836453
  nChanged 327
		SP:Iteration 24Q (71013.550000 sec): 3 clusters
  Score: Raw -4419441.090179 + Penalty 11902.115607 = -4407538.974572
  nChanged 318
		SP:Iteration 25Q (71013.670000 sec): 3 clusters
  Score: Raw -4419642.176018 + Penalty 11902.115607 = -4407740.060410
  nChanged 282
		SP:Iteration 26Q (71013.790000 sec): 3 clusters
  Score: Raw -4419824.935010 + Penalty 11902.115607 = -4407922.819402
  nChanged 241
		SP:Iteration 27Q (71013.910000 sec): 3 clusters
  Score: Raw -4419982.389442 + Penalty 11902.115607 = -4408080.273835
  nChanged 216
		SP:Iteration 28Q (71014.030000 sec): 3 clusters
  Score: Raw -4420127.623114 + Penalty 11902.115607 = -4408225.507507
  nChanged 182
		SP:Iteration 29Q (71014.150000 sec): 3 clusters
  Score: Raw -4420242.919061 + Penalty 11902.115607 = -4408340.803454
  nChanged 155
		SP:Iteration 30Q (71014.270000 sec): 3 clusters
  Score: Raw -4420353.599484 + Penalty 11902.115607 = -4408451.483877
  nChanged 144
		SP:Iteration 31Q (71014.390000 sec): 3 clusters
  Score: Raw -4420451.347340 + Penalty 11902.115607 = -4408549.231733
  nChanged 122
		SP:Iteration 32Q (71014.500000 sec): 3 clusters
  Score: Raw -4420531.792380 + Penalty 11902.115607 = -4408629.676773
  nChanged 87
		SP:Iteration 33Q (71014.610000 sec): 3 clusters
  Score: Raw -4420593.772374 + Penalty 11902.115607 = -4408691.656766
  nChanged 80
		SP:Iteration 34Q (71014.730000 sec): 3 clusters
  Score: Raw -4420648.093933 + Penalty 11902.115607 = -4408745.978326
  nChanged 64
		SP:Iteration 35Q (71014.830000 sec): 3 clusters
  Score: Raw -4420688.635031 + Penalty 11902.115607 = -4408786.519424
  nChanged 56
		SP:Iteration 36Q (71014.940000 sec): 3 clusters
  Score: Raw -4420723.789942 + Penalty 11902.115607 = -4408821.674335
  nChanged 44
		SP:Iteration 37Q (71015.050000 sec): 3 clusters
  Score: Raw -4420753.467284 + Penalty 11902.115607 = -4408851.351677
  nChanged 31
		SP:Iteration 38Q (71015.160000 sec): 3 clusters
  Score: Raw -4420773.087183 + Penalty 11902.115607 = -4408870.971576
  nChanged 25
		SP:Iteration 39Q (71015.260000 sec): 3 clusters
  Score: Raw -4420789.513541 + Penalty 11902.115607 = -4408887.397934
  nChanged 28
		SP:Iteration 40F (71015.390000 sec): 3 clusters
  Score: Raw -4420805.496418 + Penalty 11902.115607 = -4408903.380811
  nChanged 21
		SP:Iteration 41Q (71015.490000 sec): 3 clusters
  Score: Raw -4420819.284843 + Penalty 11902.115607 = -4408917.169236
  nChanged 16
		SP:Iteration 42Q (71015.600000 sec): 3 clusters
  Score: Raw -4420829.350753 + Penalty 11902.115607 = -4408927.235146
  nChanged 19
		SP:Iteration 43Q (71015.710000 sec): 3 clusters
  Score: Raw -4420841.729497 + Penalty 11902.115607 = -4408939.613890
  nChanged 17
		SP:Iteration 44Q (71015.810000 sec): 3 clusters
  Score: Raw -4420851.533974 + Penalty 11902.115607 = -4408949.418367
  nChanged 15
		SP:Iteration 45Q (71015.910000 sec): 3 clusters
  Score: Raw -4420860.326247 + Penalty 11902.115607 = -4408958.210640
  nChanged 15
		SP:Iteration 46Q (71016.020000 sec): 3 clusters
  Score: Raw -4420870.384009 + Penalty 11902.115607 = -4408968.268402
  nChanged 18
		SP:Iteration 47Q (71016.120000 sec): 3 clusters
  Score: Raw -4420883.490260 + Penalty 11902.115607 = -4408981.374653
  nChanged 21
		SP:Iteration 48Q (71016.230000 sec): 3 clusters
  Score: Raw -4420897.438415 + Penalty 11902.115607 = -4408995.322808
  nChanged 13
		SP:Iteration 49Q (71016.330000 sec): 3 clusters
  Score: Raw -4420906.936831 + Penalty 11902.115607 = -4409004.821224
  nChanged 10
		SP:Iteration 50Q (71016.430000 sec): 3 clusters
  Score: Raw -4420914.545299 + Penalty 11902.115607 = -4409012.429692
  nChanged 15
		SP:Iteration 51Q (71016.540000 sec): 3 clusters
  Score: Raw -4420923.543282 + Penalty 11902.115607 = -4409021.427675
  nChanged 11
		SP:Iteration 52Q (71016.640000 sec): 3 clusters
  Score: Raw -4420930.590117 + Penalty 11902.115607 = -4409028.474509
  nChanged 12
		SP:Iteration 53Q (71016.740000 sec): 3 clusters
  Score: Raw -4420940.658359 + Penalty 11902.115607 = -4409038.542752
  nChanged 6
		SP:Iteration 54Q (71016.850000 sec): 3 clusters
  Score: Raw -4420945.069841 + Penalty 11902.115607 = -4409042.954233
  nChanged 4
		SP:Iteration 55Q (71016.950000 sec): 3 clusters
  Score: Raw -4420947.139434 + Penalty 11902.115607 = -4409045.023827
  nChanged 2
		SP:Iteration 56Q (71017.050000 sec): 3 clusters
  Score: Raw -4420948.385192 + Penalty 11902.115607 = -4409046.269585
  nChanged 1
		SP:Iteration 57Q (71017.150000 sec): 3 clusters
  Score: Raw -4420948.877188 + Penalty 11902.115607 = -4409046.761581
  nChanged 1
		SP:Iteration 58Q (71017.260000 sec): 3 clusters
  Score: Raw -4420949.565380 + Penalty 11902.115607 = -4409047.449773
  nChanged 2
		SP:Iteration 59Q (71017.360000 sec): 3 clusters
  Score: Raw -4420950.221325 + Penalty 11902.115607 = -4409048.105718
  nChanged 2
		SP:Iteration 60F (71017.480000 sec): 3 clusters
  Score: Raw -4420951.256760 + Penalty 11902.115607 = -4409049.141153
  nChanged 1
		SP:Iteration 61Q (71017.590000 sec): 3 clusters
  Score: Raw -4420951.833953 + Penalty 11902.115607 = -4409049.718346
  nChanged 2
		SP:Iteration 62Q (71017.690000 sec): 3 clusters
  Score: Raw -4420953.850601 + Penalty 11902.115607 = -4409051.734994
  nChanged 5
		SP:Iteration 63Q (71017.790000 sec): 3 clusters
  Score: Raw -4420957.875371 + Penalty 11902.115607 = -4409055.759764
  nChanged 8
		SP:Iteration 64Q (71017.890000 sec): 3 clusters
  Score: Raw -4420963.584857 + Penalty 11902.115607 = -4409061.469250
  nChanged 5
		SP:Iteration 65Q (71018.000000 sec): 3 clusters
  Score: Raw -4420966.672906 + Penalty 11902.115607 = -4409064.557299
  nChanged 3
		SP:Iteration 66Q (71018.100000 sec): 3 clusters
  Score: Raw -4420968.511683 + Penalty 11902.115607 = -4409066.396076
  nChanged 0
		SP:Iteration 67F (71018.220000 sec): 3 clusters
  Score: Raw -4420968.511683 + Penalty 11902.115607 = -4409066.396076
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71018.800000 sec): 2 clusters
  Score: Raw -23525427.438493 + Penalty 6975.030147 = -23518452.408346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71019.460000 sec): 3 clusters
  Score: Raw -23471978.916752 + Penalty 13950.060293 = -23458028.856459
  nChanged 40262
		SP:Iteration 1F (71020.110000 sec): 3 clusters
  Score: Raw -23493910.164401 + Penalty 13950.060293 = -23479960.104108
  nChanged 3971
		SP:Iteration 2Q (71020.790000 sec): 3 clusters
  Score: Raw -23495151.852435 + Penalty 13950.060293 = -23481201.792142
  nChanged 3704
		SP:Iteration 3Q (71021.440000 sec): 3 clusters
  Score: Raw -23496354.790057 + Penalty 13950.060293 = -23482404.729764
  nChanged 3627
		SP:Iteration 4Q (71022.080000 sec): 3 clusters
  Score: Raw -23497612.303776 + Penalty 13950.060293 = -23483662.243483
  nChanged 3682
		SP:Iteration 5Q (71022.740000 sec): 3 clusters
  Score: Raw -23498920.807678 + Penalty 13950.060293 = -23484970.747385
  nChanged 3741
		SP:Iteration 6Q (71023.400000 sec): 3 clusters
  Score: Raw -23500445.702716 + Penalty 13950.060293 = -23486495.642423
  nChanged 4192
		SP:Iteration 7Q (71024.070000 sec): 3 clusters
  Score: Raw -23502404.842771 + Penalty 13950.060293 = -23488454.782478
  nChanged 4627
		SP:Iteration 8F (71024.740000 sec): 3 clusters
  Score: Raw -23504914.990774 + Penalty 13950.060293 = -23490964.930480
  nChanged 5023
		SP:Iteration 9F (71025.400000 sec): 3 clusters
  Score: Raw -23508048.434454 + Penalty 13950.060293 = -23494098.374160
  nChanged 5292
		SP:Iteration 10F (71026.070000 sec): 3 clusters
  Score: Raw -23511736.101442 + Penalty 13950.060293 = -23497786.041148
  nChanged 5086
		SP:Iteration 11F (71026.730000 sec): 3 clusters
  Score: Raw -23515544.498755 + Penalty 13950.060293 = -23501594.438461
  nChanged 4418
		SP:Iteration 12F (71027.390000 sec): 3 clusters
  Score: Raw -23518978.846123 + Penalty 13950.060293 = -23505028.785829
  nChanged 3408
		SP:Iteration 13Q (71028.050000 sec): 3 clusters
  Score: Raw -23521638.816720 + Penalty 13950.060293 = -23507688.756427
  nChanged 2381
		SP:Iteration 14Q (71028.680000 sec): 3 clusters
  Score: Raw -23523518.007311 + Penalty 13950.060293 = -23509567.947018
  nChanged 1516
		SP:Iteration 15Q (71029.280000 sec): 3 clusters
  Score: Raw -23524721.079749 + Penalty 13950.060293 = -23510771.019456
  nChanged 894
		SP:Iteration 16Q (71029.840000 sec): 3 clusters
  Score: Raw -23525422.757058 + Penalty 13950.060293 = -23511472.696764
  nChanged 491
		SP:Iteration 17Q (71030.380000 sec): 3 clusters
  Score: Raw -23525816.737180 + Penalty 13950.060293 = -23511866.676887
  nChanged 319
		SP:Iteration 18Q (71030.900000 sec): 3 clusters
  Score: Raw -23526076.806024 + Penalty 13950.060293 = -23512126.745731
  nChanged 217
		SP:Iteration 19Q (71031.400000 sec): 3 clusters
  Score: Raw -23526258.097191 + Penalty 13950.060293 = -23512308.036898
  nChanged 140
		SP:Iteration 20F (71032.040000 sec): 3 clusters
  Score: Raw -23526364.421333 + Penalty 13950.060293 = -23512414.361040
  nChanged 92
		SP:Iteration 21Q (71032.530000 sec): 3 clusters
  Score: Raw -23526445.677953 + Penalty 13950.060293 = -23512495.617660
  nChanged 86
		SP:Iteration 22Q (71033.020000 sec): 3 clusters
  Score: Raw -23526523.634569 + Penalty 13950.060293 = -23512573.574276
  nChanged 61
		SP:Iteration 23Q (71033.510000 sec): 3 clusters
  Score: Raw -23526571.950326 + Penalty 13950.060293 = -23512621.890033
  nChanged 43
		SP:Iteration 24Q (71033.990000 sec): 3 clusters
  Score: Raw -23526609.002887 + Penalty 13950.060293 = -23512658.942593
  nChanged 43
		SP:Iteration 25Q (71034.460000 sec): 3 clusters
  Score: Raw -23526643.738389 + Penalty 13950.060293 = -23512693.678095
  nChanged 29
		SP:Iteration 26Q (71034.940000 sec): 3 clusters
  Score: Raw -23526664.678729 + Penalty 13950.060293 = -23512714.618436
  nChanged 19
		SP:Iteration 27Q (71035.420000 sec): 3 clusters
  Score: Raw -23526677.916621 + Penalty 13950.060293 = -23512727.856327
  nChanged 15
		SP:Iteration 28Q (71035.900000 sec): 3 clusters
  Score: Raw -23526688.177135 + Penalty 13950.060293 = -23512738.116842
  nChanged 6
		SP:Iteration 29Q (71036.370000 sec): 3 clusters
  Score: Raw -23526692.221055 + Penalty 13950.060293 = -23512742.160761
  nChanged 6
		SP:Iteration 30Q (71036.830000 sec): 3 clusters
  Score: Raw -23526697.104550 + Penalty 13950.060293 = -23512747.044256
  nChanged 9
		SP:Iteration 31Q (71037.290000 sec): 3 clusters
  Score: Raw -23526704.881206 + Penalty 13950.060293 = -23512754.820913
  nChanged 7
		SP:Iteration 32Q (71037.760000 sec): 3 clusters
  Score: Raw -23526709.634708 + Penalty 13950.060293 = -23512759.574414
  nChanged 2
		SP:Iteration 33Q (71038.230000 sec): 3 clusters
  Score: Raw -23526711.061602 + Penalty 13950.060293 = -23512761.001308
  nChanged 0
		SP:Iteration 34F (71038.890000 sec): 3 clusters
  Score: Raw -23526711.061602 + Penalty 13950.060293 = -23512761.001308
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (18445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71039.050000 sec): 2 clusters
  Score: Raw -4707902.464996 + Penalty 6016.311024 = -4701886.153972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71039.190000 sec): 3 clusters
  Score: Raw -4698382.949141 + Penalty 12032.622047 = -4686350.327094
  nChanged 7438
		SP:Iteration 1F (71039.330000 sec): 3 clusters
  Score: Raw -4702458.682311 + Penalty 12032.622047 = -4690426.060263
  nChanged 1359
		SP:Iteration 2F (71039.470000 sec): 3 clusters
  Score: Raw -4703334.286390 + Penalty 12032.622047 = -4691301.664343
  nChanged 1165
		SP:Iteration 3F (71039.610000 sec): 3 clusters
  Score: Raw -4704209.010908 + Penalty 12032.622047 = -4692176.388861
  nChanged 1054
		SP:Iteration 4F (71039.750000 sec): 3 clusters
  Score: Raw -4705087.887036 + Penalty 12032.622047 = -4693055.264988
  nChanged 991
		SP:Iteration 5F (71039.880000 sec): 3 clusters
  Score: Raw -4705889.963928 + Penalty 12032.622047 = -4693857.341881
  nChanged 1005
		SP:Iteration 6F (71040.020000 sec): 3 clusters
  Score: Raw -4706809.367551 + Penalty 12032.622047 = -4694776.745504
  nChanged 1017
		SP:Iteration 7F (71040.160000 sec): 3 clusters
  Score: Raw -4707834.806694 + Penalty 12032.622047 = -4695802.184647
  nChanged 1008
		SP:Iteration 8F (71040.300000 sec): 3 clusters
  Score: Raw -4708694.204818 + Penalty 12032.622047 = -4696661.582771
  nChanged 835
		SP:Iteration 9Q (71040.440000 sec): 3 clusters
  Score: Raw -4709331.289669 + Penalty 12032.622047 = -4697298.667622
  nChanged 701
		SP:Iteration 10Q (71040.570000 sec): 3 clusters
  Score: Raw -4709829.447407 + Penalty 12032.622047 = -4697796.825359
  nChanged 581
		SP:Iteration 11Q (71040.700000 sec): 3 clusters
  Score: Raw -4710197.060809 + Penalty 12032.622047 = -4698164.438762
  nChanged 466
		SP:Iteration 12Q (71040.830000 sec): 3 clusters
  Score: Raw -4710460.479590 + Penalty 12032.622047 = -4698427.857543
  nChanged 370
		SP:Iteration 13Q (71040.960000 sec): 3 clusters
  Score: Raw -4710651.927878 + Penalty 12032.622047 = -4698619.305831
  nChanged 280
		SP:Iteration 14Q (71041.090000 sec): 3 clusters
  Score: Raw -4710790.543845 + Penalty 12032.622047 = -4698757.921797
  nChanged 228
		SP:Iteration 15Q (71041.210000 sec): 3 clusters
  Score: Raw -4710899.644392 + Penalty 12032.622047 = -4698867.022345
  nChanged 186
		SP:Iteration 16Q (71041.340000 sec): 3 clusters
  Score: Raw -4710978.603647 + Penalty 12032.622047 = -4698945.981600
  nChanged 174
		SP:Iteration 17Q (71041.470000 sec): 3 clusters
  Score: Raw -4711042.711681 + Penalty 12032.622047 = -4699010.089634
  nChanged 142
		SP:Iteration 18Q (71041.600000 sec): 3 clusters
  Score: Raw -4711087.707215 + Penalty 12032.622047 = -4699055.085168
  nChanged 105
		SP:Iteration 19Q (71041.730000 sec): 3 clusters
  Score: Raw -4711116.940937 + Penalty 12032.622047 = -4699084.318890
  nChanged 71
		SP:Iteration 20F (71041.870000 sec): 3 clusters
  Score: Raw -4711137.510577 + Penalty 12032.622047 = -4699104.888530
  nChanged 54
		SP:Iteration 21Q (71041.990000 sec): 3 clusters
  Score: Raw -4711150.242841 + Penalty 12032.622047 = -4699117.620794
  nChanged 45
		SP:Iteration 22Q (71042.120000 sec): 3 clusters
  Score: Raw -4711160.871968 + Penalty 12032.622047 = -4699128.249921
  nChanged 33
		SP:Iteration 23Q (71042.250000 sec): 3 clusters
  Score: Raw -4711168.086815 + Penalty 12032.622047 = -4699135.464767
  nChanged 21
		SP:Iteration 24Q (71042.370000 sec): 3 clusters
  Score: Raw -4711172.727295 + Penalty 12032.622047 = -4699140.105247
  nChanged 27
		SP:Iteration 25Q (71042.500000 sec): 3 clusters
  Score: Raw -4711178.525741 + Penalty 12032.622047 = -4699145.903693
  nChanged 21
		SP:Iteration 26Q (71042.630000 sec): 3 clusters
  Score: Raw -4711182.395467 + Penalty 12032.622047 = -4699149.773420
  nChanged 13
		SP:Iteration 27Q (71042.750000 sec): 3 clusters
  Score: Raw -4711184.637888 + Penalty 12032.622047 = -4699152.015841
  nChanged 9
		SP:Iteration 28Q (71042.880000 sec): 3 clusters
  Score: Raw -4711185.872954 + Penalty 12032.622047 = -4699153.250907
  nChanged 5
		SP:Iteration 29Q (71043.010000 sec): 3 clusters
  Score: Raw -4711186.921370 + Penalty 12032.622047 = -4699154.299323
  nChanged 3
		SP:Iteration 30Q (71043.130000 sec): 3 clusters
  Score: Raw -4711187.430647 + Penalty 12032.622047 = -4699154.808599
  nChanged 1
		SP:Iteration 31Q (71043.260000 sec): 3 clusters
  Score: Raw -4711187.582010 + Penalty 12032.622047 = -4699154.959962
  nChanged 3
		SP:Iteration 32Q (71043.380000 sec): 3 clusters
  Score: Raw -4711188.188603 + Penalty 12032.622047 = -4699155.566556
  nChanged 1
		SP:Iteration 33Q (71043.510000 sec): 3 clusters
  Score: Raw -4711188.365872 + Penalty 12032.622047 = -4699155.743824
  nChanged 1
		SP:Iteration 34Q (71043.630000 sec): 3 clusters
  Score: Raw -4711188.511070 + Penalty 12032.622047 = -4699155.889023
  nChanged 1
		SP:Iteration 35Q (71043.760000 sec): 3 clusters
  Score: Raw -4711188.714384 + Penalty 12032.622047 = -4699156.092336
  nChanged 1
		SP:Iteration 36Q (71043.890000 sec): 3 clusters
  Score: Raw -4711188.868181 + Penalty 12032.622047 = -4699156.246134
  nChanged 1
		SP:Iteration 37Q (71044.010000 sec): 3 clusters
  Score: Raw -4711189.690440 + Penalty 12032.622047 = -4699157.068392
  nChanged 2
		SP:Iteration 38Q (71044.140000 sec): 3 clusters
  Score: Raw -4711190.105103 + Penalty 12032.622047 = -4699157.483055
  nChanged 3
		SP:Iteration 39Q (71044.270000 sec): 3 clusters
  Score: Raw -4711190.501601 + Penalty 12032.622047 = -4699157.879554
  nChanged 2
		SP:Iteration 40F (71044.410000 sec): 3 clusters
  Score: Raw -4711190.924909 + Penalty 12032.622047 = -4699158.302861
  nChanged 3
		SP:Iteration 41Q (71044.530000 sec): 3 clusters
  Score: Raw -4711191.242679 + Penalty 12032.622047 = -4699158.620632
  nChanged 1
		SP:Iteration 42Q (71044.650000 sec): 3 clusters
  Score: Raw -4711191.525801 + Penalty 12032.622047 = -4699158.903754
  nChanged 2
		SP:Iteration 43Q (71044.770000 sec): 3 clusters
  Score: Raw -4711192.296442 + Penalty 12032.622047 = -4699159.674395
  nChanged 5
		SP:Iteration 44Q (71044.900000 sec): 3 clusters
  Score: Raw -4711193.309164 + Penalty 12032.622047 = -4699160.687117
  nChanged 1
		SP:Iteration 45Q (71045.020000 sec): 3 clusters
  Score: Raw -4711193.375725 + Penalty 12032.622047 = -4699160.753678
  nChanged 3
		SP:Iteration 46Q (71045.140000 sec): 3 clusters
  Score: Raw -4711193.928691 + Penalty 12032.622047 = -4699161.306644
  nChanged 3
		SP:Iteration 47Q (71045.270000 sec): 3 clusters
  Score: Raw -4711194.214185 + Penalty 12032.622047 = -4699161.592137
  nChanged 2
		SP:Iteration 48Q (71045.390000 sec): 3 clusters
  Score: Raw -4711194.471103 + Penalty 12032.622047 = -4699161.849056
  nChanged 1
		SP:Iteration 49Q (71045.510000 sec): 3 clusters
  Score: Raw -4711194.594383 + Penalty 12032.622047 = -4699161.972336
  nChanged 1
		SP:Iteration 50Q (71045.630000 sec): 3 clusters
  Score: Raw -4711194.724640 + Penalty 12032.622047 = -4699162.102593
  nChanged 0
		SP:Iteration 51F (71045.770000 sec): 3 clusters
  Score: Raw -4711194.724640 + Penalty 12032.622047 = -4699162.102593
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71045.790000 sec): 2 clusters
  Score: Raw -46799.861961 + Penalty 3398.809102 = -43401.052859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71045.790000 sec): 3 clusters
  Score: Raw -47722.215602 + Penalty 6797.618204 = -40924.597398
  nChanged 25
		SP:Iteration 1F (71045.790000 sec): 3 clusters
  Score: Raw -47961.775682 + Penalty 6797.618204 = -41164.157478
  nChanged 4
		SP:Iteration 2Q (71045.790000 sec): 3 clusters
  Score: Raw -47983.114518 + Penalty 6797.618204 = -41185.496314
  nChanged 0
		SP:Iteration 3F (71045.800000 sec): 3 clusters
  Score: Raw -47983.114518 + Penalty 6797.618204 = -41185.496314
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71045.990000 sec): 2 clusters
  Score: Raw -7352616.895903 + Penalty 6264.536632 = -7346352.359272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71046.190000 sec): 3 clusters
  Score: Raw -7337527.177821 + Penalty 12529.073264 = -7324998.104557
  nChanged 11644
		SP:Iteration 1F (71046.390000 sec): 3 clusters
  Score: Raw -7343654.480153 + Penalty 12529.073264 = -7331125.406889
  nChanged 1751
		SP:Iteration 2F (71046.600000 sec): 3 clusters
  Score: Raw -7344442.249401 + Penalty 12529.073264 = -7331913.176137
  nChanged 1393
		SP:Iteration 3F (71046.800000 sec): 3 clusters
  Score: Raw -7345048.165989 + Penalty 12529.073264 = -7332519.092725
  nChanged 1149
		SP:Iteration 4Q (71047.010000 sec): 3 clusters
  Score: Raw -7345575.698842 + Penalty 12529.073264 = -7333046.625578
  nChanged 1096
		SP:Iteration 5Q (71047.210000 sec): 3 clusters
  Score: Raw -7346145.151580 + Penalty 12529.073264 = -7333616.078316
  nChanged 1130
		SP:Iteration 6Q (71047.410000 sec): 3 clusters
  Score: Raw -7346818.569168 + Penalty 12529.073264 = -7334289.495904
  nChanged 1169
		SP:Iteration 7Q (71047.620000 sec): 3 clusters
  Score: Raw -7347539.775114 + Penalty 12529.073264 = -7335010.701850
  nChanged 1192
		SP:Iteration 8Q (71047.820000 sec): 3 clusters
  Score: Raw -7348327.012794 + Penalty 12529.073264 = -7335797.939530
  nChanged 1278
		SP:Iteration 9Q (71048.020000 sec): 3 clusters
  Score: Raw -7349153.485690 + Penalty 12529.073264 = -7336624.412427
  nChanged 1236
		SP:Iteration 10Q (71048.220000 sec): 3 clusters
  Score: Raw -7349953.915588 + Penalty 12529.073264 = -7337424.842325
  nChanged 1171
		SP:Iteration 11Q (71048.420000 sec): 3 clusters
  Score: Raw -7350686.719302 + Penalty 12529.073264 = -7338157.646038
  nChanged 1026
		SP:Iteration 12Q (71048.620000 sec): 3 clusters
  Score: Raw -7351280.459535 + Penalty 12529.073264 = -7338751.386272
  nChanged 914
		SP:Iteration 13Q (71048.810000 sec): 3 clusters
  Score: Raw -7351868.445658 + Penalty 12529.073264 = -7339339.372394
  nChanged 868
		SP:Iteration 14Q (71049.010000 sec): 3 clusters
  Score: Raw -7352447.320631 + Penalty 12529.073264 = -7339918.247367
  nChanged 731
		SP:Iteration 15Q (71049.200000 sec): 3 clusters
  Score: Raw -7352911.369905 + Penalty 12529.073264 = -7340382.296641
  nChanged 602
		SP:Iteration 16Q (71049.390000 sec): 3 clusters
  Score: Raw -7353272.860220 + Penalty 12529.073264 = -7340743.786956
  nChanged 483
		SP:Iteration 17Q (71049.580000 sec): 3 clusters
  Score: Raw -7353525.090383 + Penalty 12529.073264 = -7340996.017119
  nChanged 388
		SP:Iteration 18Q (71049.760000 sec): 3 clusters
  Score: Raw -7353694.104983 + Penalty 12529.073264 = -7341165.031719
  nChanged 304
		SP:Iteration 19Q (71049.950000 sec): 3 clusters
  Score: Raw -7353813.863555 + Penalty 12529.073264 = -7341284.790292
  nChanged 237
		SP:Iteration 20F (71050.150000 sec): 3 clusters
  Score: Raw -7353895.161484 + Penalty 12529.073264 = -7341366.088220
  nChanged 170
		SP:Iteration 21Q (71050.330000 sec): 3 clusters
  Score: Raw -7353943.493171 + Penalty 12529.073264 = -7341414.419908
  nChanged 125
		SP:Iteration 22Q (71050.510000 sec): 3 clusters
  Score: Raw -7353977.497971 + Penalty 12529.073264 = -7341448.424708
  nChanged 109
		SP:Iteration 23Q (71050.680000 sec): 3 clusters
  Score: Raw -7354007.052116 + Penalty 12529.073264 = -7341477.978852
  nChanged 104
		SP:Iteration 24Q (71050.860000 sec): 3 clusters
  Score: Raw -7354035.531718 + Penalty 12529.073264 = -7341506.458455
  nChanged 89
		SP:Iteration 25Q (71051.030000 sec): 3 clusters
  Score: Raw -7354061.004630 + Penalty 12529.073264 = -7341531.931367
  nChanged 75
		SP:Iteration 26Q (71051.210000 sec): 3 clusters
  Score: Raw -7354079.556752 + Penalty 12529.073264 = -7341550.483489
  nChanged 49
		SP:Iteration 27Q (71051.390000 sec): 3 clusters
  Score: Raw -7354091.511279 + Penalty 12529.073264 = -7341562.438016
  nChanged 46
		SP:Iteration 28Q (71051.560000 sec): 3 clusters
  Score: Raw -7354102.227516 + Penalty 12529.073264 = -7341573.154252
  nChanged 37
		SP:Iteration 29Q (71051.730000 sec): 3 clusters
  Score: Raw -7354110.479800 + Penalty 12529.073264 = -7341581.406537
  nChanged 30
		SP:Iteration 30Q (71051.910000 sec): 3 clusters
  Score: Raw -7354117.081194 + Penalty 12529.073264 = -7341588.007930
  nChanged 28
		SP:Iteration 31Q (71052.080000 sec): 3 clusters
  Score: Raw -7354122.946079 + Penalty 12529.073264 = -7341593.872815
  nChanged 32
		SP:Iteration 32Q (71052.250000 sec): 3 clusters
  Score: Raw -7354130.374203 + Penalty 12529.073264 = -7341601.300939
  nChanged 19
		SP:Iteration 33Q (71052.430000 sec): 3 clusters
  Score: Raw -7354135.499303 + Penalty 12529.073264 = -7341606.426040
  nChanged 18
		SP:Iteration 34Q (71052.600000 sec): 3 clusters
  Score: Raw -7354140.229960 + Penalty 12529.073264 = -7341611.156696
  nChanged 25
		SP:Iteration 35Q (71052.770000 sec): 3 clusters
  Score: Raw -7354146.451437 + Penalty 12529.073264 = -7341617.378173
  nChanged 25
		SP:Iteration 36Q (71052.950000 sec): 3 clusters
  Score: Raw -7354151.548734 + Penalty 12529.073264 = -7341622.475470
  nChanged 15
		SP:Iteration 37Q (71053.120000 sec): 3 clusters
  Score: Raw -7354154.621078 + Penalty 12529.073264 = -7341625.547815
  nChanged 13
		SP:Iteration 38Q (71053.290000 sec): 3 clusters
  Score: Raw -7354157.507507 + Penalty 12529.073264 = -7341628.434243
  nChanged 12
		SP:Iteration 39Q (71053.460000 sec): 3 clusters
  Score: Raw -7354160.029828 + Penalty 12529.073264 = -7341630.956564
  nChanged 12
		SP:Iteration 40F (71053.670000 sec): 3 clusters
  Score: Raw -7354163.145078 + Penalty 12529.073264 = -7341634.071815
  nChanged 12
		SP:Iteration 41Q (71053.840000 sec): 3 clusters
  Score: Raw -7354165.344261 + Penalty 12529.073264 = -7341636.270997
  nChanged 9
		SP:Iteration 42Q (71054.010000 sec): 3 clusters
  Score: Raw -7354167.261960 + Penalty 12529.073264 = -7341638.188696
  nChanged 11
		SP:Iteration 43Q (71054.180000 sec): 3 clusters
  Score: Raw -7354169.579660 + Penalty 12529.073264 = -7341640.506396
  nChanged 10
		SP:Iteration 44Q (71054.350000 sec): 3 clusters
  Score: Raw -7354172.150049 + Penalty 12529.073264 = -7341643.076785
  nChanged 15
		SP:Iteration 45Q (71054.530000 sec): 3 clusters
  Score: Raw -7354175.735788 + Penalty 12529.073264 = -7341646.662525
  nChanged 15
		SP:Iteration 46Q (71054.700000 sec): 3 clusters
  Score: Raw -7354179.319146 + Penalty 12529.073264 = -7341650.245883
  nChanged 19
		SP:Iteration 47Q (71054.870000 sec): 3 clusters
  Score: Raw -7354183.942741 + Penalty 12529.073264 = -7341654.869478
  nChanged 14
		SP:Iteration 48Q (71055.040000 sec): 3 clusters
  Score: Raw -7354186.921248 + Penalty 12529.073264 = -7341657.847984
  nChanged 13
		SP:Iteration 49Q (71055.210000 sec): 3 clusters
  Score: Raw -7354189.819273 + Penalty 12529.073264 = -7341660.746009
  nChanged 16
		SP:Iteration 50Q (71055.380000 sec): 3 clusters
  Score: Raw -7354193.146908 + Penalty 12529.073264 = -7341664.073644
  nChanged 13
		SP:Iteration 51Q (71055.550000 sec): 3 clusters
  Score: Raw -7354196.329130 + Penalty 12529.073264 = -7341667.255866
  nChanged 14
		SP:Iteration 52Q (71055.730000 sec): 3 clusters
  Score: Raw -7354199.617853 + Penalty 12529.073264 = -7341670.544589
  nChanged 13
		SP:Iteration 53Q (71055.890000 sec): 3 clusters
  Score: Raw -7354203.116001 + Penalty 12529.073264 = -7341674.042737
  nChanged 23
		SP:Iteration 54Q (71056.070000 sec): 3 clusters
  Score: Raw -7354208.597499 + Penalty 12529.073264 = -7341679.524235
  nChanged 14
		SP:Iteration 55Q (71056.240000 sec): 3 clusters
  Score: Raw -7354211.750518 + Penalty 12529.073264 = -7341682.677254
  nChanged 18
		SP:Iteration 56Q (71056.410000 sec): 3 clusters
  Score: Raw -7354215.708702 + Penalty 12529.073264 = -7341686.635438
  nChanged 16
		SP:Iteration 57Q (71056.580000 sec): 3 clusters
  Score: Raw -7354218.542590 + Penalty 12529.073264 = -7341689.469327
  nChanged 11
		SP:Iteration 58Q (71056.750000 sec): 3 clusters
  Score: Raw -7354221.144645 + Penalty 12529.073264 = -7341692.071381
  nChanged 6
		SP:Iteration 59Q (71056.920000 sec): 3 clusters
  Score: Raw -7354222.928193 + Penalty 12529.073264 = -7341693.854929
  nChanged 13
		SP:Iteration 60F (71057.120000 sec): 3 clusters
  Score: Raw -7354225.590177 + Penalty 12529.073264 = -7341696.516914
  nChanged 8
		SP:Iteration 61Q (71057.290000 sec): 3 clusters
  Score: Raw -7354227.111159 + Penalty 12529.073264 = -7341698.037895
  nChanged 9
		SP:Iteration 62Q (71057.460000 sec): 3 clusters
  Score: Raw -7354228.930028 + Penalty 12529.073264 = -7341699.856765
  nChanged 12
		SP:Iteration 63Q (71057.630000 sec): 3 clusters
  Score: Raw -7354232.109630 + Penalty 12529.073264 = -7341703.036366
  nChanged 14
		SP:Iteration 64Q (71057.800000 sec): 3 clusters
  Score: Raw -7354234.809031 + Penalty 12529.073264 = -7341705.735768
  nChanged 5
		SP:Iteration 65Q (71057.960000 sec): 3 clusters
  Score: Raw -7354235.773233 + Penalty 12529.073264 = -7341706.699970
  nChanged 4
		SP:Iteration 66Q (71058.130000 sec): 3 clusters
  Score: Raw -7354236.466886 + Penalty 12529.073264 = -7341707.393622
  nChanged 5
		SP:Iteration 67Q (71058.300000 sec): 3 clusters
  Score: Raw -7354237.479395 + Penalty 12529.073264 = -7341708.406131
  nChanged 2
		SP:Iteration 68Q (71058.470000 sec): 3 clusters
  Score: Raw -7354238.209130 + Penalty 12529.073264 = -7341709.135866
  nChanged 2
		SP:Iteration 69Q (71058.640000 sec): 3 clusters
  Score: Raw -7354238.561618 + Penalty 12529.073264 = -7341709.488355
  nChanged 0
		SP:Iteration 70F (71058.840000 sec): 3 clusters
  Score: Raw -7354238.561618 + Penalty 12529.073264 = -7341709.488355
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71058.870000 sec): 2 clusters
  Score: Raw -115408.295909 + Penalty 3786.527005 = -111621.768904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71058.870000 sec): 3 clusters
  Score: Raw -116005.417086 + Penalty 7573.054011 = -108432.363075
  nChanged 41
		SP:Iteration 1F (71058.880000 sec): 3 clusters
  Score: Raw -116178.552669 + Penalty 7573.054011 = -108605.498658
  nChanged 14
		SP:Iteration 2Q (71058.880000 sec): 3 clusters
  Score: Raw -116227.768367 + Penalty 7573.054011 = -108654.714356
  nChanged 2
		SP:Iteration 3Q (71058.880000 sec): 3 clusters
  Score: Raw -116232.550983 + Penalty 7573.054011 = -108659.496973
  nChanged 0
		SP:Iteration 4F (71058.880000 sec): 3 clusters
  Score: Raw -116232.550983 + Penalty 7573.054011 = -108659.496973
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71058.980000 sec): 2 clusters
  Score: Raw -3557468.641423 + Penalty 5826.914434 = -3551641.726989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71059.070000 sec): 3 clusters
  Score: Raw -3550793.732256 + Penalty 11653.828868 = -3539139.903388
  nChanged 5209
		SP:Iteration 1F (71059.170000 sec): 3 clusters
  Score: Raw -3553704.541846 + Penalty 11653.828868 = -3542050.712978
  nChanged 1006
		SP:Iteration 2F (71059.270000 sec): 3 clusters
  Score: Raw -3554277.654964 + Penalty 11653.828868 = -3542623.826096
  nChanged 735
		SP:Iteration 3F (71059.360000 sec): 3 clusters
  Score: Raw -3554670.715681 + Penalty 11653.828868 = -3543016.886813
  nChanged 531
		SP:Iteration 4Q (71059.460000 sec): 3 clusters
  Score: Raw -3554940.721459 + Penalty 11653.828868 = -3543286.892591
  nChanged 438
		SP:Iteration 5Q (71059.560000 sec): 3 clusters
  Score: Raw -3555163.191347 + Penalty 11653.828868 = -3543509.362478
  nChanged 390
		SP:Iteration 6Q (71059.660000 sec): 3 clusters
  Score: Raw -3555352.493943 + Penalty 11653.828868 = -3543698.665075
  nChanged 323
		SP:Iteration 7Q (71059.760000 sec): 3 clusters
  Score: Raw -3555503.475947 + Penalty 11653.828868 = -3543849.647079
  nChanged 311
		SP:Iteration 8Q (71059.860000 sec): 3 clusters
  Score: Raw -3555686.703705 + Penalty 11653.828868 = -3544032.874837
  nChanged 345
		SP:Iteration 9Q (71059.960000 sec): 3 clusters
  Score: Raw -3555888.914968 + Penalty 11653.828868 = -3544235.086100
  nChanged 336
		SP:Iteration 10Q (71060.060000 sec): 3 clusters
  Score: Raw -3556093.519687 + Penalty 11653.828868 = -3544439.690819
  nChanged 367
		SP:Iteration 11Q (71060.160000 sec): 3 clusters
  Score: Raw -3556313.660030 + Penalty 11653.828868 = -3544659.831162
  nChanged 389
		SP:Iteration 12Q (71060.260000 sec): 3 clusters
  Score: Raw -3556574.036668 + Penalty 11653.828868 = -3544920.207800
  nChanged 400
		SP:Iteration 13Q (71060.360000 sec): 3 clusters
  Score: Raw -3556869.680326 + Penalty 11653.828868 = -3545215.851457
  nChanged 425
		SP:Iteration 14Q (71060.460000 sec): 3 clusters
  Score: Raw -3557238.034055 + Penalty 11653.828868 = -3545584.205187
  nChanged 487
		SP:Iteration 15Q (71060.560000 sec): 3 clusters
  Score: Raw -3557675.266006 + Penalty 11653.828868 = -3546021.437138
  nChanged 519
		SP:Iteration 16Q (71060.660000 sec): 3 clusters
  Score: Raw -3558197.405761 + Penalty 11653.828868 = -3546543.576893
  nChanged 595
		SP:Iteration 17Q (71060.750000 sec): 3 clusters
  Score: Raw -3558823.583207 + Penalty 11653.828868 = -3547169.754338
  nChanged 636
		SP:Iteration 18Q (71060.850000 sec): 3 clusters
  Score: Raw -3559644.565165 + Penalty 11653.828868 = -3547990.736296
  nChanged 624
		SP:Iteration 19Q (71060.940000 sec): 3 clusters
  Score: Raw -3560484.198765 + Penalty 11653.828868 = -3548830.369897
  nChanged 566
		SP:Iteration 20F (71061.040000 sec): 3 clusters
  Score: Raw -3561135.020155 + Penalty 11653.828868 = -3549481.191286
  nChanged 382
		SP:Iteration 21Q (71061.130000 sec): 3 clusters
  Score: Raw -3561506.026604 + Penalty 11653.828868 = -3549852.197736
  nChanged 262
		SP:Iteration 22Q (71061.210000 sec): 3 clusters
  Score: Raw -3561711.039098 + Penalty 11653.828868 = -3550057.210229
  nChanged 199
		SP:Iteration 23Q (71061.300000 sec): 3 clusters
  Score: Raw -3561869.424127 + Penalty 11653.828868 = -3550215.595258
  nChanged 166
		SP:Iteration 24Q (71061.380000 sec): 3 clusters
  Score: Raw -3562011.059610 + Penalty 11653.828868 = -3550357.230742
  nChanged 153
		SP:Iteration 25Q (71061.460000 sec): 3 clusters
  Score: Raw -3562156.479388 + Penalty 11653.828868 = -3550502.650520
  nChanged 150
		SP:Iteration 26Q (71061.540000 sec): 3 clusters
  Score: Raw -3562328.866834 + Penalty 11653.828868 = -3550675.037965
  nChanged 156
		SP:Iteration 27Q (71061.620000 sec): 3 clusters
  Score: Raw -3562551.489813 + Penalty 11653.828868 = -3550897.660945
  nChanged 174
		SP:Iteration 28Q (71061.700000 sec): 3 clusters
  Score: Raw -3562827.225207 + Penalty 11653.828868 = -3551173.396339
  nChanged 147
		SP:Iteration 29Q (71061.780000 sec): 3 clusters
  Score: Raw -3563022.484124 + Penalty 11653.828868 = -3551368.655256
  nChanged 101
		SP:Iteration 30Q (71061.850000 sec): 3 clusters
  Score: Raw -3563107.858043 + Penalty 11653.828868 = -3551454.029174
  nChanged 46
		SP:Iteration 31Q (71061.920000 sec): 3 clusters
  Score: Raw -3563132.916944 + Penalty 11653.828868 = -3551479.088075
  nChanged 29
		SP:Iteration 32Q (71062.000000 sec): 3 clusters
  Score: Raw -3563143.612275 + Penalty 11653.828868 = -3551489.783406
  nChanged 16
		SP:Iteration 33Q (71062.070000 sec): 3 clusters
  Score: Raw -3563148.187428 + Penalty 11653.828868 = -3551494.358559
  nChanged 8
		SP:Iteration 34Q (71062.150000 sec): 3 clusters
  Score: Raw -3563150.836798 + Penalty 11653.828868 = -3551497.007930
  nChanged 5
		SP:Iteration 35Q (71062.220000 sec): 3 clusters
  Score: Raw -3563152.688268 + Penalty 11653.828868 = -3551498.859400
  nChanged 5
		SP:Iteration 36Q (71062.300000 sec): 3 clusters
  Score: Raw -3563154.206978 + Penalty 11653.828868 = -3551500.378109
  nChanged 3
		SP:Iteration 37Q (71062.370000 sec): 3 clusters
  Score: Raw -3563155.223603 + Penalty 11653.828868 = -3551501.394735
  nChanged 2
		SP:Iteration 38Q (71062.440000 sec): 3 clusters
  Score: Raw -3563155.688662 + Penalty 11653.828868 = -3551501.859794
  nChanged 0
		SP:Iteration 39F (71062.540000 sec): 3 clusters
  Score: Raw -3563155.688662 + Penalty 11653.828868 = -3551501.859794
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71062.570000 sec): 2 clusters
  Score: Raw -368552.431649 + Penalty 4443.616946 = -364108.814703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71062.580000 sec): 3 clusters
  Score: Raw -368617.988209 + Penalty 8887.233892 = -359730.754316
  nChanged 285
		SP:Iteration 1F (71062.590000 sec): 3 clusters
  Score: Raw -369061.233182 + Penalty 8887.233892 = -360173.999290
  nChanged 68
		SP:Iteration 2Q (71062.600000 sec): 3 clusters
  Score: Raw -369209.795059 + Penalty 8887.233892 = -360322.561167
  nChanged 54
		SP:Iteration 3Q (71062.610000 sec): 3 clusters
  Score: Raw -369331.093992 + Penalty 8887.233892 = -360443.860100
  nChanged 54
		SP:Iteration 4Q (71062.620000 sec): 3 clusters
  Score: Raw -369451.170108 + Penalty 8887.233892 = -360563.936215
  nChanged 62
		SP:Iteration 5Q (71062.630000 sec): 3 clusters
  Score: Raw -369623.356334 + Penalty 8887.233892 = -360736.122442
  nChanged 39
		SP:Iteration 6Q (71062.640000 sec): 3 clusters
  Score: Raw -369740.330863 + Penalty 8887.233892 = -360853.096971
  nChanged 33
		SP:Iteration 7Q (71062.650000 sec): 3 clusters
  Score: Raw -369849.166612 + Penalty 8887.233892 = -360961.932719
  nChanged 33
		SP:Iteration 8Q (71062.660000 sec): 3 clusters
  Score: Raw -369954.998641 + Penalty 8887.233892 = -361067.764749
  nChanged 20
		SP:Iteration 9Q (71062.660000 sec): 3 clusters
  Score: Raw -370019.932533 + Penalty 8887.233892 = -361132.698641
  nChanged 18
		SP:Iteration 10Q (71062.670000 sec): 3 clusters
  Score: Raw -370095.463092 + Penalty 8887.233892 = -361208.229200
  nChanged 15
		SP:Iteration 11Q (71062.680000 sec): 3 clusters
  Score: Raw -370165.510409 + Penalty 8887.233892 = -361278.276517
  nChanged 18
		SP:Iteration 12Q (71062.690000 sec): 3 clusters
  Score: Raw -370244.107106 + Penalty 8887.233892 = -361356.873214
  nChanged 18
		SP:Iteration 13Q (71062.700000 sec): 3 clusters
  Score: Raw -370336.208622 + Penalty 8887.233892 = -361448.974729
  nChanged 18
		SP:Iteration 14Q (71062.710000 sec): 3 clusters
  Score: Raw -370425.752344 + Penalty 8887.233892 = -361538.518451
  nChanged 14
		SP:Iteration 15Q (71062.720000 sec): 3 clusters
  Score: Raw -370513.242852 + Penalty 8887.233892 = -361626.008960
  nChanged 22
		SP:Iteration 16Q (71062.730000 sec): 3 clusters
  Score: Raw -370594.548992 + Penalty 8887.233892 = -361707.315100
  nChanged 12
		SP:Iteration 17Q (71062.740000 sec): 3 clusters
  Score: Raw -370639.001575 + Penalty 8887.233892 = -361751.767682
  nChanged 7
		SP:Iteration 18Q (71062.740000 sec): 3 clusters
  Score: Raw -370680.281537 + Penalty 8887.233892 = -361793.047644
  nChanged 10
		SP:Iteration 19Q (71062.750000 sec): 3 clusters
  Score: Raw -370727.872140 + Penalty 8887.233892 = -361840.638247
  nChanged 9
		SP:Iteration 20F (71062.760000 sec): 3 clusters
  Score: Raw -370779.694193 + Penalty 8887.233892 = -361892.460301
  nChanged 14
		SP:Iteration 21Q (71062.770000 sec): 3 clusters
  Score: Raw -370866.209007 + Penalty 8887.233892 = -361978.975115
  nChanged 15
		SP:Iteration 22Q (71062.780000 sec): 3 clusters
  Score: Raw -370921.477918 + Penalty 8887.233892 = -362034.244026
  nChanged 12
		SP:Iteration 23Q (71062.790000 sec): 3 clusters
  Score: Raw -370978.727557 + Penalty 8887.233892 = -362091.493665
  nChanged 13
		SP:Iteration 24Q (71062.800000 sec): 3 clusters
  Score: Raw -371040.740783 + Penalty 8887.233892 = -362153.506890
  nChanged 10
		SP:Iteration 25Q (71062.800000 sec): 3 clusters
  Score: Raw -371081.410011 + Penalty 8887.233892 = -362194.176119
  nChanged 5
		SP:Iteration 26Q (71062.810000 sec): 3 clusters
  Score: Raw -371111.373933 + Penalty 8887.233892 = -362224.140040
  nChanged 10
		SP:Iteration 27Q (71062.820000 sec): 3 clusters
  Score: Raw -371150.753562 + Penalty 8887.233892 = -362263.519669
  nChanged 11
		SP:Iteration 28Q (71062.830000 sec): 3 clusters
  Score: Raw -371183.935557 + Penalty 8887.233892 = -362296.701665
  nChanged 11
		SP:Iteration 29Q (71062.840000 sec): 3 clusters
  Score: Raw -371226.869358 + Penalty 8887.233892 = -362339.635466
  nChanged 10
		SP:Iteration 30Q (71062.850000 sec): 3 clusters
  Score: Raw -371272.789659 + Penalty 8887.233892 = -362385.555766
  nChanged 14
		SP:Iteration 31Q (71062.860000 sec): 3 clusters
  Score: Raw -371319.234434 + Penalty 8887.233892 = -362432.000542
  nChanged 7
		SP:Iteration 32Q (71062.860000 sec): 3 clusters
  Score: Raw -371342.002799 + Penalty 8887.233892 = -362454.768906
  nChanged 4
		SP:Iteration 33Q (71062.870000 sec): 3 clusters
  Score: Raw -371360.000652 + Penalty 8887.233892 = -362472.766760
  nChanged 5
		SP:Iteration 34Q (71062.880000 sec): 3 clusters
  Score: Raw -371381.130094 + Penalty 8887.233892 = -362493.896201
  nChanged 4
		SP:Iteration 35Q (71062.890000 sec): 3 clusters
  Score: Raw -371397.088086 + Penalty 8887.233892 = -362509.854193
  nChanged 2
		SP:Iteration 36Q (71062.900000 sec): 3 clusters
  Score: Raw -371404.524453 + Penalty 8887.233892 = -362517.290560
  nChanged 3
		SP:Iteration 37Q (71062.900000 sec): 3 clusters
  Score: Raw -371418.497560 + Penalty 8887.233892 = -362531.263668
  nChanged 5
		SP:Iteration 38Q (71062.910000 sec): 3 clusters
  Score: Raw -371448.620112 + Penalty 8887.233892 = -362561.386220
  nChanged 6
		SP:Iteration 39Q (71062.920000 sec): 3 clusters
  Score: Raw -371471.248418 + Penalty 8887.233892 = -362584.014525
  nChanged 8
		SP:Iteration 40F (71062.930000 sec): 3 clusters
  Score: Raw -371500.857153 + Penalty 8887.233892 = -362613.623260
  nChanged 8
		SP:Iteration 41Q (71062.940000 sec): 3 clusters
  Score: Raw -371534.377455 + Penalty 8887.233892 = -362647.143562
  nChanged 8
		SP:Iteration 42Q (71062.940000 sec): 3 clusters
  Score: Raw -371573.656790 + Penalty 8887.233892 = -362686.422898
  nChanged 7
		SP:Iteration 43Q (71062.950000 sec): 3 clusters
  Score: Raw -371600.776481 + Penalty 8887.233892 = -362713.542589
  nChanged 3
		SP:Iteration 44Q (71062.960000 sec): 3 clusters
  Score: Raw -371610.712957 + Penalty 8887.233892 = -362723.479065
  nChanged 5
		SP:Iteration 45Q (71062.970000 sec): 3 clusters
  Score: Raw -371626.566301 + Penalty 8887.233892 = -362739.332409
  nChanged 2
		SP:Iteration 46Q (71062.980000 sec): 3 clusters
  Score: Raw -371631.574148 + Penalty 8887.233892 = -362744.340256
  nChanged 1
		SP:Iteration 47Q (71062.980000 sec): 3 clusters
  Score: Raw -371634.014664 + Penalty 8887.233892 = -362746.780772
  nChanged 0
		SP:Iteration 48F (71063.000000 sec): 3 clusters
  Score: Raw -371634.014664 + Penalty 8887.233892 = -362746.780772
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 54 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71063.000000 sec): 2 clusters
  Score: Raw -43291.925633 + Penalty 3173.842425 = -40118.083208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71063.010000 sec): 3 clusters
  Score: Raw -44404.089926 + Penalty 6347.684849 = -38056.405077
  nChanged 1
		SP:Iteration 1Q (71063.010000 sec): 3 clusters
  Score: Raw -44415.141390 + Penalty 6347.684849 = -38067.456541
  nChanged 0
		SP:Iteration 2F (71063.010000 sec): 3 clusters
  Score: Raw -44415.141390 + Penalty 6347.684849 = -38067.456541
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 55 (119141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71063.820000 sec): 2 clusters
  Score: Raw -31749887.627784 + Penalty 7158.938554 = -31742728.689231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71064.720000 sec): 3 clusters
  Score: Raw -31675978.324974 + Penalty 14317.877107 = -31661660.447867
  nChanged 54951
		SP:Iteration 1F (71065.600000 sec): 3 clusters
  Score: Raw -31705934.958677 + Penalty 14317.877107 = -31691617.081569
  nChanged 4531
		SP:Iteration 2Q (71066.490000 sec): 3 clusters
  Score: Raw -31707118.740521 + Penalty 14317.877107 = -31692800.863414
  nChanged 4203
		SP:Iteration 3Q (71067.410000 sec): 3 clusters
  Score: Raw -31708213.411964 + Penalty 14317.877107 = -31693895.534857
  nChanged 4045
		SP:Iteration 4Q (71068.320000 sec): 3 clusters
  Score: Raw -31709364.097727 + Penalty 14317.877107 = -31695046.220620
  nChanged 4052
		SP:Iteration 5Q (71069.240000 sec): 3 clusters
  Score: Raw -31710637.096888 + Penalty 14317.877107 = -31696319.219781
  nChanged 4266
		SP:Iteration 6Q (71070.150000 sec): 3 clusters
  Score: Raw -31712232.273198 + Penalty 14317.877107 = -31697914.396091
  nChanged 4692
		SP:Iteration 7Q (71071.040000 sec): 3 clusters
  Score: Raw -31714358.403672 + Penalty 14317.877107 = -31700040.526565
  nChanged 5406
		SP:Iteration 8Q (71071.930000 sec): 3 clusters
  Score: Raw -31717350.739375 + Penalty 14317.877107 = -31703032.862268
  nChanged 6259
		SP:Iteration 9F (71072.800000 sec): 3 clusters
  Score: Raw -31721386.683672 + Penalty 14317.877107 = -31707068.806564
  nChanged 7033
		SP:Iteration 10F (71073.680000 sec): 3 clusters
  Score: Raw -31726574.930095 + Penalty 14317.877107 = -31712257.052988
  nChanged 7543
		SP:Iteration 11F (71074.600000 sec): 3 clusters
  Score: Raw -31732602.954050 + Penalty 14317.877107 = -31718285.076942
  nChanged 7177
		SP:Iteration 12F (71075.500000 sec): 3 clusters
  Score: Raw -31738457.272124 + Penalty 14317.877107 = -31724139.395016
  nChanged 5943
		SP:Iteration 13Q (71076.330000 sec): 3 clusters
  Score: Raw -31743235.607902 + Penalty 14317.877107 = -31728917.730795
  nChanged 4119
		SP:Iteration 14Q (71077.100000 sec): 3 clusters
  Score: Raw -31746374.353380 + Penalty 14317.877107 = -31732056.476273
  nChanged 2493
		SP:Iteration 15Q (71077.850000 sec): 3 clusters
  Score: Raw -31748234.873893 + Penalty 14317.877107 = -31733916.996786
  nChanged 1462
		SP:Iteration 16Q (71078.550000 sec): 3 clusters
  Score: Raw -31749286.108737 + Penalty 14317.877107 = -31734968.231630
  nChanged 869
		SP:Iteration 17Q (71079.210000 sec): 3 clusters
  Score: Raw -31749862.977537 + Penalty 14317.877107 = -31735545.100430
  nChanged 553
		SP:Iteration 18Q (71079.870000 sec): 3 clusters
  Score: Raw -31750216.148818 + Penalty 14317.877107 = -31735898.271711
  nChanged 326
		SP:Iteration 19Q (71080.520000 sec): 3 clusters
  Score: Raw -31750428.258515 + Penalty 14317.877107 = -31736110.381408
  nChanged 228
		SP:Iteration 20F (71081.420000 sec): 3 clusters
  Score: Raw -31750568.202305 + Penalty 14317.877107 = -31736250.325197
  nChanged 154
		SP:Iteration 21Q (71082.060000 sec): 3 clusters
  Score: Raw -31750657.616461 + Penalty 14317.877107 = -31736339.739354
  nChanged 123
		SP:Iteration 22Q (71082.700000 sec): 3 clusters
  Score: Raw -31750734.446494 + Penalty 14317.877107 = -31736416.569387
  nChanged 102
		SP:Iteration 23Q (71083.340000 sec): 3 clusters
  Score: Raw -31750791.614000 + Penalty 14317.877107 = -31736473.736893
  nChanged 81
		SP:Iteration 24Q (71083.970000 sec): 3 clusters
  Score: Raw -31750842.577685 + Penalty 14317.877107 = -31736524.700578
  nChanged 65
		SP:Iteration 25Q (71084.600000 sec): 3 clusters
  Score: Raw -31750880.054197 + Penalty 14317.877107 = -31736562.177090
  nChanged 42
		SP:Iteration 26Q (71085.230000 sec): 3 clusters
  Score: Raw -31750905.257180 + Penalty 14317.877107 = -31736587.380073
  nChanged 39
		SP:Iteration 27Q (71085.840000 sec): 3 clusters
  Score: Raw -31750927.381169 + Penalty 14317.877107 = -31736609.504061
  nChanged 31
		SP:Iteration 28Q (71086.450000 sec): 3 clusters
  Score: Raw -31750944.184029 + Penalty 14317.877107 = -31736626.306922
  nChanged 21
		SP:Iteration 29Q (71087.050000 sec): 3 clusters
  Score: Raw -31750957.918226 + Penalty 14317.877107 = -31736640.041119
  nChanged 24
		SP:Iteration 30Q (71087.660000 sec): 3 clusters
  Score: Raw -31750971.910368 + Penalty 14317.877107 = -31736654.033261
  nChanged 20
		SP:Iteration 31Q (71088.270000 sec): 3 clusters
  Score: Raw -31750984.694453 + Penalty 14317.877107 = -31736666.817346
  nChanged 17
		SP:Iteration 32Q (71088.870000 sec): 3 clusters
  Score: Raw -31750994.450328 + Penalty 14317.877107 = -31736676.573221
  nChanged 15
		SP:Iteration 33Q (71089.480000 sec): 3 clusters
  Score: Raw -31751002.274635 + Penalty 14317.877107 = -31736684.397527
  nChanged 15
		SP:Iteration 34Q (71090.080000 sec): 3 clusters
  Score: Raw -31751010.451717 + Penalty 14317.877107 = -31736692.574610
  nChanged 11
		SP:Iteration 35Q (71090.700000 sec): 3 clusters
  Score: Raw -31751016.313925 + Penalty 14317.877107 = -31736698.436817
  nChanged 14
		SP:Iteration 36Q (71091.330000 sec): 3 clusters
  Score: Raw -31751024.679417 + Penalty 14317.877107 = -31736706.802310
  nChanged 10
		SP:Iteration 37Q (71091.950000 sec): 3 clusters
  Score: Raw -31751030.350164 + Penalty 14317.877107 = -31736712.473057
  nChanged 8
		SP:Iteration 38Q (71092.580000 sec): 3 clusters
  Score: Raw -31751036.415631 + Penalty 14317.877107 = -31736718.538523
  nChanged 12
		SP:Iteration 39Q (71093.190000 sec): 3 clusters
  Score: Raw -31751044.648579 + Penalty 14317.877107 = -31736726.771472
  nChanged 7
		SP:Iteration 40F (71094.070000 sec): 3 clusters
  Score: Raw -31751048.159852 + Penalty 14317.877107 = -31736730.282744
  nChanged 6
		SP:Iteration 41Q (71094.680000 sec): 3 clusters
  Score: Raw -31751051.946422 + Penalty 14317.877107 = -31736734.069315
  nChanged 6
		SP:Iteration 42Q (71095.280000 sec): 3 clusters
  Score: Raw -31751055.609599 + Penalty 14317.877107 = -31736737.732492
  nChanged 6
		SP:Iteration 43Q (71095.890000 sec): 3 clusters
  Score: Raw -31751058.342662 + Penalty 14317.877107 = -31736740.465555
  nChanged 6
		SP:Iteration 44Q (71096.500000 sec): 3 clusters
  Score: Raw -31751061.197249 + Penalty 14317.877107 = -31736743.320142
  nChanged 4
		SP:Iteration 45Q (71097.110000 sec): 3 clusters
  Score: Raw -31751063.515468 + Penalty 14317.877107 = -31736745.638361
  nChanged 2
		SP:Iteration 46Q (71097.710000 sec): 3 clusters
  Score: Raw -31751064.332687 + Penalty 14317.877107 = -31736746.455580
  nChanged 4
		SP:Iteration 47Q (71098.340000 sec): 3 clusters
  Score: Raw -31751066.702893 + Penalty 14317.877107 = -31736748.825786
  nChanged 2
		SP:Iteration 48Q (71098.960000 sec): 3 clusters
  Score: Raw -31751068.169399 + Penalty 14317.877107 = -31736750.292292
  nChanged 1
		SP:Iteration 49Q (71099.590000 sec): 3 clusters
  Score: Raw -31751068.634931 + Penalty 14317.877107 = -31736750.757824
  nChanged 0
		SP:Iteration 50F (71100.490000 sec): 3 clusters
  Score: Raw -31751068.634931 + Penalty 14317.877107 = -31736750.757824
  nChanged 0
Iteration 739Q (71132.900000 sec): 56 clusters
  Score: Raw -522540096.600721 + Penalty 488646.756571 = -522051449.844150
  nChanged 15
Iteration 740F (71420.620000 sec): 56 clusters
  Score: Raw -522540097.132925 + Penalty 488646.756571 = -522051450.376354
  nChanged 17
Iteration 741Q (71453.030000 sec): 56 clusters
  Score: Raw -522540097.603760 + Penalty 488646.756571 = -522051450.847190
  nChanged 14
Iteration 742Q (71485.750000 sec): 56 clusters
  Score: Raw -522540098.444456 + Penalty 488646.756571 = -522051451.687886
  nChanged 11
Iteration 743Q (71518.430000 sec): 56 clusters
  Score: Raw -522540098.829753 + Penalty 488646.756571 = -522051452.073183
  nChanged 9
Iteration 744Q (71551.040000 sec): 56 clusters
  Score: Raw -522540099.104532 + Penalty 488646.756571 = -522051452.347962
  nChanged 6
Iteration 745Q (71583.410000 sec): 56 clusters
  Score: Raw -522540099.383473 + Penalty 488646.756571 = -522051452.626902
  nChanged 4
Iteration 746Q (71615.890000 sec): 56 clusters
  Score: Raw -522540099.522313 + Penalty 488646.756571 = -522051452.765742
  nChanged 3
Iteration 747Q (71648.740000 sec): 56 clusters
  Score: Raw -522540099.697362 + Penalty 488646.756571 = -522051452.940792
  nChanged 2
Iteration 748Q (71681.530000 sec): 56 clusters
  Score: Raw -522540099.780498 + Penalty 488646.756571 = -522051453.023928
  nChanged 3
Iteration 749Q (71714.260000 sec): 56 clusters
  Score: Raw -522540099.884586 + Penalty 488646.756571 = -522051453.128015
  nChanged 2
Iteration 750Q (71749.220000 sec): 56 clusters
  Score: Raw -522540100.017897 + Penalty 488646.756571 = -522051453.261326
  nChanged 2
Iteration 751Q (71784.260000 sec): 56 clusters
  Score: Raw -522540100.113769 + Penalty 488646.756571 = -522051453.357198
  nChanged 1
Iteration 752Q (71819.260000 sec): 56 clusters
  Score: Raw -522540100.199068 + Penalty 488646.756571 = -522051453.442498
  nChanged 0
Iteration 753F (72117.270000 sec): 56 clusters
  Score: Raw -522540100.199068 + Penalty 488646.756571 = -522051453.442498
  nChanged 0
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -522540100.199068 + Penalty 488646.756571 = -522051453.442498
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 1 (44254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72117.870000 sec): 2 clusters
  Score: Raw -11219972.746709 + Penalty 6552.341888 = -11213420.404821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72118.210000 sec): 3 clusters
  Score: Raw -11194693.520745 + Penalty 13104.683776 = -11181588.836969
  nChanged 19245
		SP:Iteration 1F (72118.550000 sec): 3 clusters
  Score: Raw -11205180.469652 + Penalty 13104.683776 = -11192075.785876
  nChanged 2879
		SP:Iteration 2F (72118.880000 sec): 3 clusters
  Score: Raw -11206947.844300 + Penalty 13104.683776 = -11193843.160524
  nChanged 2869
		SP:Iteration 3F (72119.220000 sec): 3 clusters
  Score: Raw -11208753.175285 + Penalty 13104.683776 = -11195648.491509
  nChanged 2775
		SP:Iteration 4F (72119.560000 sec): 3 clusters
  Score: Raw -11210373.327121 + Penalty 13104.683776 = -11197268.643345
  nChanged 2590
		SP:Iteration 5F (72119.900000 sec): 3 clusters
  Score: Raw -11211866.478673 + Penalty 13104.683776 = -11198761.794896
  nChanged 2483
		SP:Iteration 6F (72120.230000 sec): 3 clusters
  Score: Raw -11213382.549446 + Penalty 13104.683776 = -11200277.865670
  nChanged 2340
		SP:Iteration 7F (72120.570000 sec): 3 clusters
  Score: Raw -11214891.282152 + Penalty 13104.683776 = -11201786.598376
  nChanged 2200
		SP:Iteration 8Q (72120.910000 sec): 3 clusters
  Score: Raw -11216353.090731 + Penalty 13104.683776 = -11203248.406955
  nChanged 1998
		SP:Iteration 9Q (72121.250000 sec): 3 clusters
  Score: Raw -11217695.955351 + Penalty 13104.683776 = -11204591.271575
  nChanged 1706
		SP:Iteration 10Q (72121.580000 sec): 3 clusters
  Score: Raw -11218896.609603 + Penalty 13104.683776 = -11205791.925827
  nChanged 1444
		SP:Iteration 11Q (72121.910000 sec): 3 clusters
  Score: Raw -11219956.198767 + Penalty 13104.683776 = -11206851.514991
  nChanged 1235
		SP:Iteration 12Q (72122.240000 sec): 3 clusters
  Score: Raw -11220850.492272 + Penalty 13104.683776 = -11207745.808496
  nChanged 971
		SP:Iteration 13Q (72122.560000 sec): 3 clusters
  Score: Raw -11221471.076438 + Penalty 13104.683776 = -11208366.392662
  nChanged 786
		SP:Iteration 14Q (72122.870000 sec): 3 clusters
  Score: Raw -11221886.863871 + Penalty 13104.683776 = -11208782.180094
  nChanged 547
		SP:Iteration 15Q (72123.170000 sec): 3 clusters
  Score: Raw -11222155.738558 + Penalty 13104.683776 = -11209051.054782
  nChanged 447
		SP:Iteration 16Q (72123.470000 sec): 3 clusters
  Score: Raw -11222358.884438 + Penalty 13104.683776 = -11209254.200662
  nChanged 377
		SP:Iteration 17Q (72123.770000 sec): 3 clusters
  Score: Raw -11222507.452156 + Penalty 13104.683776 = -11209402.768380
  nChanged 294
		SP:Iteration 18Q (72124.060000 sec): 3 clusters
  Score: Raw -11222609.948517 + Penalty 13104.683776 = -11209505.264741
  nChanged 240
		SP:Iteration 19Q (72124.350000 sec): 3 clusters
  Score: Raw -11222681.936393 + Penalty 13104.683776 = -11209577.252616
  nChanged 191
		SP:Iteration 20F (72124.680000 sec): 3 clusters
  Score: Raw -11222735.616649 + Penalty 13104.683776 = -11209630.932873
  nChanged 165
		SP:Iteration 21Q (72124.970000 sec): 3 clusters
  Score: Raw -11222782.226953 + Penalty 13104.683776 = -11209677.543177
  nChanged 148
		SP:Iteration 22Q (72125.250000 sec): 3 clusters
  Score: Raw -11222828.548726 + Penalty 13104.683776 = -11209723.864950
  nChanged 140
		SP:Iteration 23Q (72125.540000 sec): 3 clusters
  Score: Raw -11222868.020414 + Penalty 13104.683776 = -11209763.336638
  nChanged 125
		SP:Iteration 24Q (72125.820000 sec): 3 clusters
  Score: Raw -11222897.627252 + Penalty 13104.683776 = -11209792.943476
  nChanged 113
		SP:Iteration 25Q (72126.100000 sec): 3 clusters
  Score: Raw -11222921.986667 + Penalty 13104.683776 = -11209817.302890
  nChanged 91
		SP:Iteration 26Q (72126.390000 sec): 3 clusters
  Score: Raw -11222941.513877 + Penalty 13104.683776 = -11209836.830101
  nChanged 77
		SP:Iteration 27Q (72126.670000 sec): 3 clusters
  Score: Raw -11222958.898813 + Penalty 13104.683776 = -11209854.215036
  nChanged 70
		SP:Iteration 28Q (72126.950000 sec): 3 clusters
  Score: Raw -11222974.615551 + Penalty 13104.683776 = -11209869.931775
  nChanged 63
		SP:Iteration 29Q (72127.220000 sec): 3 clusters
  Score: Raw -11222987.531000 + Penalty 13104.683776 = -11209882.847224
  nChanged 66
		SP:Iteration 30Q (72127.500000 sec): 3 clusters
  Score: Raw -11223004.471568 + Penalty 13104.683776 = -11209899.787791
  nChanged 61
		SP:Iteration 31Q (72127.780000 sec): 3 clusters
  Score: Raw -11223020.425572 + Penalty 13104.683776 = -11209915.741796
  nChanged 63
		SP:Iteration 32Q (72128.060000 sec): 3 clusters
  Score: Raw -11223039.283664 + Penalty 13104.683776 = -11209934.599888
  nChanged 74
		SP:Iteration 33Q (72128.330000 sec): 3 clusters
  Score: Raw -11223064.707929 + Penalty 13104.683776 = -11209960.024153
  nChanged 82
		SP:Iteration 34Q (72128.610000 sec): 3 clusters
  Score: Raw -11223096.167107 + Penalty 13104.683776 = -11209991.483331
  nChanged 95
		SP:Iteration 35Q (72128.890000 sec): 3 clusters
  Score: Raw -11223140.232704 + Penalty 13104.683776 = -11210035.548927
  nChanged 119
		SP:Iteration 36Q (72129.160000 sec): 3 clusters
  Score: Raw -11223192.969164 + Penalty 13104.683776 = -11210088.285388
  nChanged 105
		SP:Iteration 37Q (72129.430000 sec): 3 clusters
  Score: Raw -11223248.157894 + Penalty 13104.683776 = -11210143.474118
  nChanged 119
		SP:Iteration 38Q (72129.700000 sec): 3 clusters
  Score: Raw -11223309.725330 + Penalty 13104.683776 = -11210205.041554
  nChanged 110
		SP:Iteration 39Q (72129.970000 sec): 3 clusters
  Score: Raw -11223359.665629 + Penalty 13104.683776 = -11210254.981853
  nChanged 108
		SP:Iteration 40F (72130.310000 sec): 3 clusters
  Score: Raw -11223407.218588 + Penalty 13104.683776 = -11210302.534811
  nChanged 92
		SP:Iteration 41Q (72130.580000 sec): 3 clusters
  Score: Raw -11223435.700768 + Penalty 13104.683776 = -11210331.016992
  nChanged 80
		SP:Iteration 42Q (72130.850000 sec): 3 clusters
  Score: Raw -11223458.682651 + Penalty 13104.683776 = -11210353.998874
  nChanged 63
		SP:Iteration 43Q (72131.110000 sec): 3 clusters
  Score: Raw -11223471.938459 + Penalty 13104.683776 = -11210367.254683
  nChanged 46
		SP:Iteration 44Q (72131.380000 sec): 3 clusters
  Score: Raw -11223481.568546 + Penalty 13104.683776 = -11210376.884770
  nChanged 35
		SP:Iteration 45Q (72131.650000 sec): 3 clusters
  Score: Raw -11223487.480658 + Penalty 13104.683776 = -11210382.796882
  nChanged 23
		SP:Iteration 46Q (72131.910000 sec): 3 clusters
  Score: Raw -11223490.956078 + Penalty 13104.683776 = -11210386.272302
  nChanged 18
		SP:Iteration 47Q (72132.180000 sec): 3 clusters
  Score: Raw -11223493.289836 + Penalty 13104.683776 = -11210388.606060
  nChanged 16
		SP:Iteration 48Q (72132.450000 sec): 3 clusters
  Score: Raw -11223495.710134 + Penalty 13104.683776 = -11210391.026358
  nChanged 16
		SP:Iteration 49Q (72132.710000 sec): 3 clusters
  Score: Raw -11223498.109740 + Penalty 13104.683776 = -11210393.425964
  nChanged 10
		SP:Iteration 50Q (72132.980000 sec): 3 clusters
  Score: Raw -11223499.204413 + Penalty 13104.683776 = -11210394.520636
  nChanged 4
		SP:Iteration 51Q (72133.250000 sec): 3 clusters
  Score: Raw -11223499.704553 + Penalty 13104.683776 = -11210395.020777
  nChanged 2
		SP:Iteration 52Q (72133.510000 sec): 3 clusters
  Score: Raw -11223499.931029 + Penalty 13104.683776 = -11210395.247253
  nChanged 0
		SP:Iteration 53F (72133.850000 sec): 3 clusters
  Score: Raw -11223499.931029 + Penalty 13104.683776 = -11210395.247253
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 2 (33803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72134.070000 sec): 2 clusters
  Score: Raw -9028953.261037 + Penalty 6387.336711 = -9022565.924326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72134.330000 sec): 3 clusters
  Score: Raw -9010159.353010 + Penalty 12774.673423 = -8997384.679588
  nChanged 14316
		SP:Iteration 1F (72134.590000 sec): 3 clusters
  Score: Raw -9018019.995212 + Penalty 12774.673423 = -9005245.321789
  nChanged 2361
		SP:Iteration 2F (72134.850000 sec): 3 clusters
  Score: Raw -9019621.381521 + Penalty 12774.673423 = -9006846.708098
  nChanged 2549
		SP:Iteration 3F (72135.100000 sec): 3 clusters
  Score: Raw -9021888.119565 + Penalty 12774.673423 = -9009113.446142
  nChanged 2919
		SP:Iteration 4F (72135.360000 sec): 3 clusters
  Score: Raw -9025007.287407 + Penalty 12774.673423 = -9012232.613984
  nChanged 2960
		SP:Iteration 5F (72135.620000 sec): 3 clusters
  Score: Raw -9027709.031644 + Penalty 12774.673423 = -9014934.358221
  nChanged 2356
		SP:Iteration 6F (72135.870000 sec): 3 clusters
  Score: Raw -9029265.185682 + Penalty 12774.673423 = -9016490.512259
  nChanged 1556
		SP:Iteration 7Q (72136.130000 sec): 3 clusters
  Score: Raw -9030002.302902 + Penalty 12774.673423 = -9017227.629479
  nChanged 987
		SP:Iteration 8Q (72136.380000 sec): 3 clusters
  Score: Raw -9030369.918142 + Penalty 12774.673423 = -9017595.244719
  nChanged 620
		SP:Iteration 9Q (72136.630000 sec): 3 clusters
  Score: Raw -9030559.017464 + Penalty 12774.673423 = -9017784.344041
  nChanged 417
		SP:Iteration 10Q (72136.890000 sec): 3 clusters
  Score: Raw -9030680.771246 + Penalty 12774.673423 = -9017906.097824
  nChanged 362
		SP:Iteration 11Q (72137.140000 sec): 3 clusters
  Score: Raw -9030786.348718 + Penalty 12774.673423 = -9018011.675295
  nChanged 323
		SP:Iteration 12Q (72137.390000 sec): 3 clusters
  Score: Raw -9030870.087114 + Penalty 12774.673423 = -9018095.413691
  nChanged 266
		SP:Iteration 13Q (72137.650000 sec): 3 clusters
  Score: Raw -9030940.823640 + Penalty 12774.673423 = -9018166.150217
  nChanged 247
		SP:Iteration 14Q (72137.900000 sec): 3 clusters
  Score: Raw -9031005.435849 + Penalty 12774.673423 = -9018230.762426
  nChanged 222
		SP:Iteration 15Q (72138.150000 sec): 3 clusters
  Score: Raw -9031062.623573 + Penalty 12774.673423 = -9018287.950151
  nChanged 220
		SP:Iteration 16Q (72138.410000 sec): 3 clusters
  Score: Raw -9031124.119693 + Penalty 12774.673423 = -9018349.446270
  nChanged 218
		SP:Iteration 17Q (72138.660000 sec): 3 clusters
  Score: Raw -9031181.516007 + Penalty 12774.673423 = -9018406.842584
  nChanged 216
		SP:Iteration 18Q (72138.920000 sec): 3 clusters
  Score: Raw -9031246.300749 + Penalty 12774.673423 = -9018471.627326
  nChanged 212
		SP:Iteration 19Q (72139.170000 sec): 3 clusters
  Score: Raw -9031312.527881 + Penalty 12774.673423 = -9018537.854458
  nChanged 239
		SP:Iteration 20F (72139.430000 sec): 3 clusters
  Score: Raw -9031389.151417 + Penalty 12774.673423 = -9018614.477994
  nChanged 244
		SP:Iteration 21Q (72139.690000 sec): 3 clusters
  Score: Raw -9031472.170887 + Penalty 12774.673423 = -9018697.497464
  nChanged 257
		SP:Iteration 22Q (72139.940000 sec): 3 clusters
  Score: Raw -9031568.009190 + Penalty 12774.673423 = -9018793.335767
  nChanged 261
		SP:Iteration 23Q (72140.190000 sec): 3 clusters
  Score: Raw -9031667.011067 + Penalty 12774.673423 = -9018892.337644
  nChanged 271
		SP:Iteration 24Q (72140.450000 sec): 3 clusters
  Score: Raw -9031775.686122 + Penalty 12774.673423 = -9019001.012699
  nChanged 241
		SP:Iteration 25Q (72140.700000 sec): 3 clusters
  Score: Raw -9031883.065518 + Penalty 12774.673423 = -9019108.392095
  nChanged 244
		SP:Iteration 26Q (72140.950000 sec): 3 clusters
  Score: Raw -9031983.110222 + Penalty 12774.673423 = -9019208.436799
  nChanged 221
		SP:Iteration 27Q (72141.200000 sec): 3 clusters
  Score: Raw -9032074.786608 + Penalty 12774.673423 = -9019300.113185
  nChanged 208
		SP:Iteration 28Q (72141.450000 sec): 3 clusters
  Score: Raw -9032173.830238 + Penalty 12774.673423 = -9019399.156815
  nChanged 225
		SP:Iteration 29Q (72141.700000 sec): 3 clusters
  Score: Raw -9032291.498106 + Penalty 12774.673423 = -9019516.824683
  nChanged 233
		SP:Iteration 30Q (72141.940000 sec): 3 clusters
  Score: Raw -9032414.882538 + Penalty 12774.673423 = -9019640.209115
  nChanged 221
		SP:Iteration 31Q (72142.180000 sec): 3 clusters
  Score: Raw -9032519.756546 + Penalty 12774.673423 = -9019745.083123
  nChanged 195
		SP:Iteration 32Q (72142.410000 sec): 3 clusters
  Score: Raw -9032612.219204 + Penalty 12774.673423 = -9019837.545781
  nChanged 183
		SP:Iteration 33Q (72142.650000 sec): 3 clusters
  Score: Raw -9032698.073679 + Penalty 12774.673423 = -9019923.400256
  nChanged 167
		SP:Iteration 34Q (72142.880000 sec): 3 clusters
  Score: Raw -9032770.854001 + Penalty 12774.673423 = -9019996.180578
  nChanged 139
		SP:Iteration 35Q (72143.100000 sec): 3 clusters
  Score: Raw -9032833.079748 + Penalty 12774.673423 = -9020058.406325
  nChanged 117
		SP:Iteration 36Q (72143.330000 sec): 3 clusters
  Score: Raw -9032879.897477 + Penalty 12774.673423 = -9020105.224055
  nChanged 100
		SP:Iteration 37Q (72143.550000 sec): 3 clusters
  Score: Raw -9032914.219546 + Penalty 12774.673423 = -9020139.546123
  nChanged 72
		SP:Iteration 38Q (72143.770000 sec): 3 clusters
  Score: Raw -9032934.276947 + Penalty 12774.673423 = -9020159.603524
  nChanged 49
		SP:Iteration 39Q (72143.980000 sec): 3 clusters
  Score: Raw -9032948.050229 + Penalty 12774.673423 = -9020173.376807
  nChanged 45
		SP:Iteration 40F (72144.240000 sec): 3 clusters
  Score: Raw -9032963.692777 + Penalty 12774.673423 = -9020189.019355
  nChanged 54
		SP:Iteration 41Q (72144.450000 sec): 3 clusters
  Score: Raw -9032981.829565 + Penalty 12774.673423 = -9020207.156142
  nChanged 48
		SP:Iteration 42Q (72144.670000 sec): 3 clusters
  Score: Raw -9032995.409464 + Penalty 12774.673423 = -9020220.736041
  nChanged 36
		SP:Iteration 43Q (72144.880000 sec): 3 clusters
  Score: Raw -9033004.834938 + Penalty 12774.673423 = -9020230.161515
  nChanged 25
		SP:Iteration 44Q (72145.090000 sec): 3 clusters
  Score: Raw -9033010.709552 + Penalty 12774.673423 = -9020236.036130
  nChanged 18
		SP:Iteration 45Q (72145.310000 sec): 3 clusters
  Score: Raw -9033014.985002 + Penalty 12774.673423 = -9020240.311580
  nChanged 16
		SP:Iteration 46Q (72145.520000 sec): 3 clusters
  Score: Raw -9033018.740638 + Penalty 12774.673423 = -9020244.067215
  nChanged 18
		SP:Iteration 47Q (72145.730000 sec): 3 clusters
  Score: Raw -9033022.452986 + Penalty 12774.673423 = -9020247.779563
  nChanged 12
		SP:Iteration 48Q (72145.950000 sec): 3 clusters
  Score: Raw -9033024.800314 + Penalty 12774.673423 = -9020250.126891
  nChanged 9
		SP:Iteration 49Q (72146.160000 sec): 3 clusters
  Score: Raw -9033026.744941 + Penalty 12774.673423 = -9020252.071519
  nChanged 9
		SP:Iteration 50Q (72146.370000 sec): 3 clusters
  Score: Raw -9033028.578177 + Penalty 12774.673423 = -9020253.904754
  nChanged 8
		SP:Iteration 51Q (72146.580000 sec): 3 clusters
  Score: Raw -9033030.392059 + Penalty 12774.673423 = -9020255.718636
  nChanged 7
		SP:Iteration 52Q (72146.790000 sec): 3 clusters
  Score: Raw -9033032.481703 + Penalty 12774.673423 = -9020257.808280
  nChanged 13
		SP:Iteration 53Q (72147.000000 sec): 3 clusters
  Score: Raw -9033036.510952 + Penalty 12774.673423 = -9020261.837529
  nChanged 21
		SP:Iteration 54Q (72147.210000 sec): 3 clusters
  Score: Raw -9033042.202487 + Penalty 12774.673423 = -9020267.529064
  nChanged 15
		SP:Iteration 55Q (72147.420000 sec): 3 clusters
  Score: Raw -9033046.586277 + Penalty 12774.673423 = -9020271.912854
  nChanged 12
		SP:Iteration 56Q (72147.630000 sec): 3 clusters
  Score: Raw -9033050.286628 + Penalty 12774.673423 = -9020275.613206
  nChanged 12
		SP:Iteration 57Q (72147.840000 sec): 3 clusters
  Score: Raw -9033053.050893 + Penalty 12774.673423 = -9020278.377471
  nChanged 4
		SP:Iteration 58Q (72148.050000 sec): 3 clusters
  Score: Raw -9033054.195330 + Penalty 12774.673423 = -9020279.521907
  nChanged 9
		SP:Iteration 59Q (72148.250000 sec): 3 clusters
  Score: Raw -9033056.491140 + Penalty 12774.673423 = -9020281.817717
  nChanged 8
		SP:Iteration 60F (72148.510000 sec): 3 clusters
  Score: Raw -9033058.753866 + Penalty 12774.673423 = -9020284.080443
  nChanged 8
		SP:Iteration 61Q (72148.720000 sec): 3 clusters
  Score: Raw -9033060.283332 + Penalty 12774.673423 = -9020285.609909
  nChanged 10
		SP:Iteration 62Q (72148.930000 sec): 3 clusters
  Score: Raw -9033062.333503 + Penalty 12774.673423 = -9020287.660080
  nChanged 7
		SP:Iteration 63Q (72149.130000 sec): 3 clusters
  Score: Raw -9033064.564925 + Penalty 12774.673423 = -9020289.891503
  nChanged 10
		SP:Iteration 64Q (72149.340000 sec): 3 clusters
  Score: Raw -9033066.869795 + Penalty 12774.673423 = -9020292.196372
  nChanged 5
		SP:Iteration 65Q (72149.550000 sec): 3 clusters
  Score: Raw -9033068.176071 + Penalty 12774.673423 = -9020293.502649
  nChanged 4
		SP:Iteration 66Q (72149.750000 sec): 3 clusters
  Score: Raw -9033069.185337 + Penalty 12774.673423 = -9020294.511915
  nChanged 3
		SP:Iteration 67Q (72149.960000 sec): 3 clusters
  Score: Raw -9033069.605062 + Penalty 12774.673423 = -9020294.931639
  nChanged 1
		SP:Iteration 68Q (72150.170000 sec): 3 clusters
  Score: Raw -9033069.873412 + Penalty 12774.673423 = -9020295.199989
  nChanged 4
		SP:Iteration 69Q (72150.370000 sec): 3 clusters
  Score: Raw -9033070.819423 + Penalty 12774.673423 = -9020296.146001
  nChanged 3
		SP:Iteration 70Q (72150.580000 sec): 3 clusters
  Score: Raw -9033071.311179 + Penalty 12774.673423 = -9020296.637756
  nChanged 2
		SP:Iteration 71Q (72150.790000 sec): 3 clusters
  Score: Raw -9033072.021707 + Penalty 12774.673423 = -9020297.348284
  nChanged 2
		SP:Iteration 72Q (72150.990000 sec): 3 clusters
  Score: Raw -9033072.723357 + Penalty 12774.673423 = -9020298.049935
  nChanged 3
		SP:Iteration 73Q (72151.200000 sec): 3 clusters
  Score: Raw -9033073.351750 + Penalty 12774.673423 = -9020298.678327
  nChanged 2
		SP:Iteration 74Q (72151.410000 sec): 3 clusters
  Score: Raw -9033073.987312 + Penalty 12774.673423 = -9020299.313889
  nChanged 3
		SP:Iteration 75Q (72151.610000 sec): 3 clusters
  Score: Raw -9033074.746145 + Penalty 12774.673423 = -9020300.072722
  nChanged 3
		SP:Iteration 76Q (72151.820000 sec): 3 clusters
  Score: Raw -9033075.182147 + Penalty 12774.673423 = -9020300.508724
  nChanged 0
		SP:Iteration 77F (72152.080000 sec): 3 clusters
  Score: Raw -9033075.182147 + Penalty 12774.673423 = -9020300.508724
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 3 (124984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72152.910000 sec): 2 clusters
  Score: Raw -33467386.420508 + Penalty 7188.263867 = -33460198.156641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72153.860000 sec): 3 clusters
  Score: Raw -33389891.708817 + Penalty 14376.527735 = -33375515.181082
  nChanged 57893
		SP:Iteration 1F (72154.810000 sec): 3 clusters
  Score: Raw -33421866.934405 + Penalty 14376.527735 = -33407490.406670
  nChanged 4764
		SP:Iteration 2Q (72155.760000 sec): 3 clusters
  Score: Raw -33423045.594066 + Penalty 14376.527735 = -33408669.066331
  nChanged 4440
		SP:Iteration 3Q (72156.720000 sec): 3 clusters
  Score: Raw -33424136.929861 + Penalty 14376.527735 = -33409760.402126
  nChanged 4112
		SP:Iteration 4Q (72157.670000 sec): 3 clusters
  Score: Raw -33425134.196042 + Penalty 14376.527735 = -33410757.668307
  nChanged 3918
		SP:Iteration 5Q (72158.630000 sec): 3 clusters
  Score: Raw -33426140.496101 + Penalty 14376.527735 = -33411763.968366
  nChanged 4011
		SP:Iteration 6Q (72159.580000 sec): 3 clusters
  Score: Raw -33427195.249862 + Penalty 14376.527735 = -33412818.722127
  nChanged 4145
		SP:Iteration 7Q (72160.540000 sec): 3 clusters
  Score: Raw -33428344.259656 + Penalty 14376.527735 = -33413967.731921
  nChanged 4477
		SP:Iteration 8Q (72161.490000 sec): 3 clusters
  Score: Raw -33429787.881072 + Penalty 14376.527735 = -33415411.353337
  nChanged 4975
		SP:Iteration 9Q (72162.450000 sec): 3 clusters
  Score: Raw -33431691.347077 + Penalty 14376.527735 = -33417314.819342
  nChanged 5765
		SP:Iteration 10Q (72163.400000 sec): 3 clusters
  Score: Raw -33434307.171524 + Penalty 14376.527735 = -33419930.643789
  nChanged 6596
		SP:Iteration 11F (72164.350000 sec): 3 clusters
  Score: Raw -33437888.454156 + Penalty 14376.527735 = -33423511.926421
  nChanged 7427
		SP:Iteration 12F (72165.290000 sec): 3 clusters
  Score: Raw -33442675.769141 + Penalty 14376.527735 = -33428299.241407
  nChanged 7871
		SP:Iteration 13F (72166.240000 sec): 3 clusters
  Score: Raw -33448438.238866 + Penalty 14376.527735 = -33434061.711131
  nChanged 7606
		SP:Iteration 14F (72167.190000 sec): 3 clusters
  Score: Raw -33454556.850223 + Penalty 14376.527735 = -33440180.322488
  nChanged 6414
		SP:Iteration 15F (72168.130000 sec): 3 clusters
  Score: Raw -33459935.493542 + Penalty 14376.527735 = -33445558.965807
  nChanged 4456
		SP:Iteration 16Q (72169.070000 sec): 3 clusters
  Score: Raw -33463655.573929 + Penalty 14376.527735 = -33449279.046194
  nChanged 2667
		SP:Iteration 17Q (72169.980000 sec): 3 clusters
  Score: Raw -33465819.497867 + Penalty 14376.527735 = -33451442.970132
  nChanged 1378
		SP:Iteration 18Q (72170.820000 sec): 3 clusters
  Score: Raw -33466902.378560 + Penalty 14376.527735 = -33452525.850825
  nChanged 665
		SP:Iteration 19Q (72171.600000 sec): 3 clusters
  Score: Raw -33467446.194895 + Penalty 14376.527735 = -33453069.667160
  nChanged 359
		SP:Iteration 20F (72172.530000 sec): 3 clusters
  Score: Raw -33467754.925547 + Penalty 14376.527735 = -33453378.397813
  nChanged 206
		SP:Iteration 21Q (72173.250000 sec): 3 clusters
  Score: Raw -33467917.405690 + Penalty 14376.527735 = -33453540.877955
  nChanged 108
		SP:Iteration 22Q (72173.950000 sec): 3 clusters
  Score: Raw -33468004.879233 + Penalty 14376.527735 = -33453628.351498
  nChanged 76
		SP:Iteration 23Q (72174.650000 sec): 3 clusters
  Score: Raw -33468072.302273 + Penalty 14376.527735 = -33453695.774538
  nChanged 61
		SP:Iteration 24Q (72175.340000 sec): 3 clusters
  Score: Raw -33468118.812154 + Penalty 14376.527735 = -33453742.284419
  nChanged 41
		SP:Iteration 25Q (72176.020000 sec): 3 clusters
  Score: Raw -33468153.611199 + Penalty 14376.527735 = -33453777.083464
  nChanged 27
		SP:Iteration 26Q (72176.700000 sec): 3 clusters
  Score: Raw -33468178.511177 + Penalty 14376.527735 = -33453801.983442
  nChanged 28
		SP:Iteration 27Q (72177.380000 sec): 3 clusters
  Score: Raw -33468202.587605 + Penalty 14376.527735 = -33453826.059870
  nChanged 21
		SP:Iteration 28Q (72178.060000 sec): 3 clusters
  Score: Raw -33468222.665643 + Penalty 14376.527735 = -33453846.137908
  nChanged 23
		SP:Iteration 29Q (72178.730000 sec): 3 clusters
  Score: Raw -33468245.190065 + Penalty 14376.527735 = -33453868.662330
  nChanged 11
		SP:Iteration 30Q (72179.410000 sec): 3 clusters
  Score: Raw -33468256.725123 + Penalty 14376.527735 = -33453880.197389
  nChanged 9
		SP:Iteration 31Q (72180.080000 sec): 3 clusters
  Score: Raw -33468264.328095 + Penalty 14376.527735 = -33453887.800360
  nChanged 10
		SP:Iteration 32Q (72180.750000 sec): 3 clusters
  Score: Raw -33468276.034997 + Penalty 14376.527735 = -33453899.507262
  nChanged 15
		SP:Iteration 33Q (72181.420000 sec): 3 clusters
  Score: Raw -33468290.312677 + Penalty 14376.527735 = -33453913.784942
  nChanged 15
		SP:Iteration 34Q (72182.090000 sec): 3 clusters
  Score: Raw -33468303.176513 + Penalty 14376.527735 = -33453926.648778
  nChanged 11
		SP:Iteration 35Q (72182.750000 sec): 3 clusters
  Score: Raw -33468311.911983 + Penalty 14376.527735 = -33453935.384248
  nChanged 10
		SP:Iteration 36Q (72183.420000 sec): 3 clusters
  Score: Raw -33468319.122268 + Penalty 14376.527735 = -33453942.594533
  nChanged 11
		SP:Iteration 37Q (72184.090000 sec): 3 clusters
  Score: Raw -33468329.566113 + Penalty 14376.527735 = -33453953.038378
  nChanged 9
		SP:Iteration 38Q (72184.750000 sec): 3 clusters
  Score: Raw -33468336.833758 + Penalty 14376.527735 = -33453960.306023
  nChanged 4
		SP:Iteration 39Q (72185.420000 sec): 3 clusters
  Score: Raw -33468341.200683 + Penalty 14376.527735 = -33453964.672948
  nChanged 4
		SP:Iteration 40F (72186.360000 sec): 3 clusters
  Score: Raw -33468344.514686 + Penalty 14376.527735 = -33453967.986951
  nChanged 6
		SP:Iteration 41Q (72187.030000 sec): 3 clusters
  Score: Raw -33468350.121774 + Penalty 14376.527735 = -33453973.594040
  nChanged 9
		SP:Iteration 42Q (72187.710000 sec): 3 clusters
  Score: Raw -33468360.053468 + Penalty 14376.527735 = -33453983.525733
  nChanged 10
		SP:Iteration 43Q (72188.370000 sec): 3 clusters
  Score: Raw -33468368.811594 + Penalty 14376.527735 = -33453992.283859
  nChanged 3
		SP:Iteration 44Q (72189.040000 sec): 3 clusters
  Score: Raw -33468371.348753 + Penalty 14376.527735 = -33453994.821018
  nChanged 3
		SP:Iteration 45Q (72189.710000 sec): 3 clusters
  Score: Raw -33468373.607736 + Penalty 14376.527735 = -33453997.080001
  nChanged 2
		SP:Iteration 46Q (72190.380000 sec): 3 clusters
  Score: Raw -33468374.972523 + Penalty 14376.527735 = -33453998.444788
  nChanged 2
		SP:Iteration 47Q (72191.050000 sec): 3 clusters
  Score: Raw -33468376.622626 + Penalty 14376.527735 = -33454000.094891
  nChanged 4
		SP:Iteration 48Q (72191.710000 sec): 3 clusters
  Score: Raw -33468381.017087 + Penalty 14376.527735 = -33454004.489352
  nChanged 5
		SP:Iteration 49Q (72192.380000 sec): 3 clusters
  Score: Raw -33468384.829301 + Penalty 14376.527735 = -33454008.301566
  nChanged 2
		SP:Iteration 50Q (72193.050000 sec): 3 clusters
  Score: Raw -33468386.781196 + Penalty 14376.527735 = -33454010.253461
  nChanged 2
		SP:Iteration 51Q (72193.710000 sec): 3 clusters
  Score: Raw -33468388.336422 + Penalty 14376.527735 = -33454011.808687
  nChanged 2
		SP:Iteration 52Q (72194.380000 sec): 3 clusters
  Score: Raw -33468390.238453 + Penalty 14376.527735 = -33454013.710718
  nChanged 1
		SP:Iteration 53Q (72195.050000 sec): 3 clusters
  Score: Raw -33468391.573863 + Penalty 14376.527735 = -33454015.046128
  nChanged 1
		SP:Iteration 54Q (72195.710000 sec): 3 clusters
  Score: Raw -33468392.765617 + Penalty 14376.527735 = -33454016.237882
  nChanged 0
		SP:Iteration 55F (72196.650000 sec): 3 clusters
  Score: Raw -33468392.765617 + Penalty 14376.527735 = -33454016.237882
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 4 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72196.730000 sec): 2 clusters
  Score: Raw -44357.621117 + Penalty 3254.338662 = -41103.282455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72196.740000 sec): 3 clusters
  Score: Raw -45395.485286 + Penalty 6508.677324 = -38886.807962
  nChanged 9
		SP:Iteration 1Q (72196.740000 sec): 3 clusters
  Score: Raw -45475.557624 + Penalty 6508.677324 = -38966.880300
  nChanged 1
		SP:Iteration 2Q (72196.740000 sec): 3 clusters
  Score: Raw -45497.257265 + Penalty 6508.677324 = -38988.579940
  nChanged 1
		SP:Iteration 3Q (72196.740000 sec): 3 clusters
  Score: Raw -45500.924510 + Penalty 6508.677324 = -38992.247185
  nChanged 0
		SP:Iteration 4F (72196.750000 sec): 3 clusters
  Score: Raw -45500.924510 + Penalty 6508.677324 = -38992.247185
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 5 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72196.750000 sec): 2 clusters
  Score: Raw -135970.898080 + Penalty 3837.496993 = -132133.401088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72196.760000 sec): 3 clusters
  Score: Raw -136400.478191 + Penalty 7674.993986 = -128725.484206
  nChanged 38
		SP:Iteration 1F (72196.760000 sec): 3 clusters
  Score: Raw -136554.393218 + Penalty 7674.993986 = -128879.399232
  nChanged 16
		SP:Iteration 2Q (72196.770000 sec): 3 clusters
  Score: Raw -136641.702851 + Penalty 7674.993986 = -128966.708865
  nChanged 7
		SP:Iteration 3Q (72196.770000 sec): 3 clusters
  Score: Raw -136664.803717 + Penalty 7674.993986 = -128989.809732
  nChanged 1
		SP:Iteration 4Q (72196.770000 sec): 3 clusters
  Score: Raw -136671.754464 + Penalty 7674.993986 = -128996.760478
  nChanged 0
		SP:Iteration 5F (72196.780000 sec): 3 clusters
  Score: Raw -136671.754464 + Penalty 7674.993986 = -128996.760478
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 6 (104658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72197.500000 sec): 2 clusters
  Score: Raw -27953881.652459 + Penalty 7079.552567 = -27946802.099892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72198.300000 sec): 3 clusters
  Score: Raw -27889880.356624 + Penalty 14159.105134 = -27875721.251490
  nChanged 47755
		SP:Iteration 1F (72199.110000 sec): 3 clusters
  Score: Raw -27916454.893488 + Penalty 14159.105134 = -27902295.788355
  nChanged 4850
		SP:Iteration 2Q (72199.910000 sec): 3 clusters
  Score: Raw -27918285.152399 + Penalty 14159.105134 = -27904126.047265
  nChanged 5307
		SP:Iteration 3F (72200.710000 sec): 3 clusters
  Score: Raw -27920853.421705 + Penalty 14159.105134 = -27906694.316572
  nChanged 6309
		SP:Iteration 4F (72201.510000 sec): 3 clusters
  Score: Raw -27924798.925538 + Penalty 14159.105134 = -27910639.820404
  nChanged 7682
		SP:Iteration 5F (72202.310000 sec): 3 clusters
  Score: Raw -27930405.577333 + Penalty 14159.105134 = -27916246.472200
  nChanged 8323
		SP:Iteration 6F (72203.110000 sec): 3 clusters
  Score: Raw -27936660.993911 + Penalty 14159.105134 = -27922501.888777
  nChanged 7433
		SP:Iteration 7F (72203.910000 sec): 3 clusters
  Score: Raw -27942518.627827 + Penalty 14159.105134 = -27928359.522693
  nChanged 5935
		SP:Iteration 8F (72204.710000 sec): 3 clusters
  Score: Raw -27948064.355380 + Penalty 14159.105134 = -27933905.250247
  nChanged 4265
		SP:Iteration 9Q (72205.500000 sec): 3 clusters
  Score: Raw -27953015.762368 + Penalty 14159.105134 = -27938856.657235
  nChanged 2811
		SP:Iteration 10Q (72206.250000 sec): 3 clusters
  Score: Raw -27956059.717130 + Penalty 14159.105134 = -27941900.611996
  nChanged 1784
		SP:Iteration 11Q (72206.930000 sec): 3 clusters
  Score: Raw -27957485.824435 + Penalty 14159.105134 = -27943326.719301
  nChanged 1172
		SP:Iteration 12Q (72207.590000 sec): 3 clusters
  Score: Raw -27958231.949872 + Penalty 14159.105134 = -27944072.844739
  nChanged 816
		SP:Iteration 13Q (72208.220000 sec): 3 clusters
  Score: Raw -27958664.900796 + Penalty 14159.105134 = -27944505.795662
  nChanged 635
		SP:Iteration 14Q (72208.830000 sec): 3 clusters
  Score: Raw -27958953.525680 + Penalty 14159.105134 = -27944794.420547
  nChanged 469
		SP:Iteration 15Q (72209.440000 sec): 3 clusters
  Score: Raw -27959134.779571 + Penalty 14159.105134 = -27944975.674437
  nChanged 359
		SP:Iteration 16Q (72210.030000 sec): 3 clusters
  Score: Raw -27959254.281123 + Penalty 14159.105134 = -27945095.175990
  nChanged 277
		SP:Iteration 17Q (72210.630000 sec): 3 clusters
  Score: Raw -27959336.058895 + Penalty 14159.105134 = -27945176.953762
  nChanged 223
		SP:Iteration 18Q (72211.210000 sec): 3 clusters
  Score: Raw -27959394.601881 + Penalty 14159.105134 = -27945235.496747
  nChanged 170
		SP:Iteration 19Q (72211.800000 sec): 3 clusters
  Score: Raw -27959431.350331 + Penalty 14159.105134 = -27945272.245198
  nChanged 110
		SP:Iteration 20F (72212.590000 sec): 3 clusters
  Score: Raw -27959450.218373 + Penalty 14159.105134 = -27945291.113239
  nChanged 88
		SP:Iteration 21Q (72213.180000 sec): 3 clusters
  Score: Raw -27959463.059284 + Penalty 14159.105134 = -27945303.954150
  nChanged 57
		SP:Iteration 22Q (72213.770000 sec): 3 clusters
  Score: Raw -27959471.559233 + Penalty 14159.105134 = -27945312.454099
  nChanged 45
		SP:Iteration 23Q (72214.350000 sec): 3 clusters
  Score: Raw -27959477.521553 + Penalty 14159.105134 = -27945318.416419
  nChanged 35
		SP:Iteration 24Q (72214.930000 sec): 3 clusters
  Score: Raw -27959482.267641 + Penalty 14159.105134 = -27945323.162507
  nChanged 32
		SP:Iteration 25Q (72215.510000 sec): 3 clusters
  Score: Raw -27959485.929653 + Penalty 14159.105134 = -27945326.824520
  nChanged 26
		SP:Iteration 26Q (72216.100000 sec): 3 clusters
  Score: Raw -27959489.138014 + Penalty 14159.105134 = -27945330.032881
  nChanged 27
		SP:Iteration 27Q (72216.680000 sec): 3 clusters
  Score: Raw -27959492.576037 + Penalty 14159.105134 = -27945333.470903
  nChanged 30
		SP:Iteration 28Q (72217.260000 sec): 3 clusters
  Score: Raw -27959495.971405 + Penalty 14159.105134 = -27945336.866272
  nChanged 19
		SP:Iteration 29Q (72217.840000 sec): 3 clusters
  Score: Raw -27959497.996244 + Penalty 14159.105134 = -27945338.891110
  nChanged 16
		SP:Iteration 30Q (72218.420000 sec): 3 clusters
  Score: Raw -27959500.498382 + Penalty 14159.105134 = -27945341.393249
  nChanged 19
		SP:Iteration 31Q (72219.000000 sec): 3 clusters
  Score: Raw -27959503.020613 + Penalty 14159.105134 = -27945343.915479
  nChanged 12
		SP:Iteration 32Q (72219.580000 sec): 3 clusters
  Score: Raw -27959504.133360 + Penalty 14159.105134 = -27945345.028227
  nChanged 14
		SP:Iteration 33Q (72220.160000 sec): 3 clusters
  Score: Raw -27959506.033975 + Penalty 14159.105134 = -27945346.928841
  nChanged 12
		SP:Iteration 34Q (72220.740000 sec): 3 clusters
  Score: Raw -27959507.571408 + Penalty 14159.105134 = -27945348.466275
  nChanged 9
		SP:Iteration 35Q (72221.320000 sec): 3 clusters
  Score: Raw -27959508.231829 + Penalty 14159.105134 = -27945349.126695
  nChanged 2
		SP:Iteration 36Q (72221.900000 sec): 3 clusters
  Score: Raw -27959508.475035 + Penalty 14159.105134 = -27945349.369901
  nChanged 1
		SP:Iteration 37Q (72222.480000 sec): 3 clusters
  Score: Raw -27959508.529250 + Penalty 14159.105134 = -27945349.424116
  nChanged 0
		SP:Iteration 38F (72223.280000 sec): 3 clusters
  Score: Raw -27959508.529250 + Penalty 14159.105134 = -27945349.424116
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 7 (16899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72223.450000 sec): 2 clusters
  Score: Raw -4480472.682390 + Penalty 5962.693458 = -4474509.988932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72223.580000 sec): 3 clusters
  Score: Raw -4471955.376524 + Penalty 11925.386916 = -4460029.989608
  nChanged 6644
		SP:Iteration 1F (72223.710000 sec): 3 clusters
  Score: Raw -4475629.335346 + Penalty 11925.386916 = -4463703.948429
  nChanged 1234
		SP:Iteration 2F (72223.830000 sec): 3 clusters
  Score: Raw -4476355.038533 + Penalty 11925.386916 = -4464429.651617
  nChanged 909
		SP:Iteration 3F (72223.960000 sec): 3 clusters
  Score: Raw -4476881.124612 + Penalty 11925.386916 = -4464955.737696
  nChanged 771
		SP:Iteration 4Q (72224.090000 sec): 3 clusters
  Score: Raw -4477347.783433 + Penalty 11925.386916 = -4465422.396517
  nChanged 683
		SP:Iteration 5Q (72224.220000 sec): 3 clusters
  Score: Raw -4477769.362036 + Penalty 11925.386916 = -4465843.975119
  nChanged 647
		SP:Iteration 6Q (72224.340000 sec): 3 clusters
  Score: Raw -4478143.210271 + Penalty 11925.386916 = -4466217.823355
  nChanged 624
		SP:Iteration 7Q (72224.470000 sec): 3 clusters
  Score: Raw -4478496.324615 + Penalty 11925.386916 = -4466570.937699
  nChanged 584
		SP:Iteration 8Q (72224.600000 sec): 3 clusters
  Score: Raw -4478809.464130 + Penalty 11925.386916 = -4466884.077214
  nChanged 608
		SP:Iteration 9Q (72224.720000 sec): 3 clusters
  Score: Raw -4479150.598747 + Penalty 11925.386916 = -4467225.211831
  nChanged 598
		SP:Iteration 10Q (72224.850000 sec): 3 clusters
  Score: Raw -4479511.595541 + Penalty 11925.386916 = -4467586.208625
  nChanged 647
		SP:Iteration 11Q (72224.970000 sec): 3 clusters
  Score: Raw -4479900.491702 + Penalty 11925.386916 = -4467975.104786
  nChanged 625
		SP:Iteration 12Q (72225.100000 sec): 3 clusters
  Score: Raw -4480277.631608 + Penalty 11925.386916 = -4468352.244691
  nChanged 638
		SP:Iteration 13Q (72225.220000 sec): 3 clusters
  Score: Raw -4480657.332872 + Penalty 11925.386916 = -4468731.945956
  nChanged 578
		SP:Iteration 14Q (72225.350000 sec): 3 clusters
  Score: Raw -4480981.833331 + Penalty 11925.386916 = -4469056.446415
  nChanged 460
		SP:Iteration 15Q (72225.470000 sec): 3 clusters
  Score: Raw -4481227.252407 + Penalty 11925.386916 = -4469301.865491
  nChanged 382
		SP:Iteration 16Q (72225.600000 sec): 3 clusters
  Score: Raw -4481397.068113 + Penalty 11925.386916 = -4469471.681196
  nChanged 303
		SP:Iteration 17Q (72225.720000 sec): 3 clusters
  Score: Raw -4481509.149919 + Penalty 11925.386916 = -4469583.763003
  nChanged 203
		SP:Iteration 18Q (72225.850000 sec): 3 clusters
  Score: Raw -4481580.495435 + Penalty 11925.386916 = -4469655.108519
  nChanged 164
		SP:Iteration 19Q (72225.970000 sec): 3 clusters
  Score: Raw -4481640.991088 + Penalty 11925.386916 = -4469715.604172
  nChanged 149
		SP:Iteration 20F (72226.100000 sec): 3 clusters
  Score: Raw -4481687.905625 + Penalty 11925.386916 = -4469762.518709
  nChanged 123
		SP:Iteration 21Q (72226.220000 sec): 3 clusters
  Score: Raw -4481724.242141 + Penalty 11925.386916 = -4469798.855225
  nChanged 115
		SP:Iteration 22Q (72226.350000 sec): 3 clusters
  Score: Raw -4481757.574041 + Penalty 11925.386916 = -4469832.187125
  nChanged 99
		SP:Iteration 23Q (72226.470000 sec): 3 clusters
  Score: Raw -4481786.424532 + Penalty 11925.386916 = -4469861.037616
  nChanged 81
		SP:Iteration 24Q (72226.590000 sec): 3 clusters
  Score: Raw -4481808.016684 + Penalty 11925.386916 = -4469882.629768
  nChanged 62
		SP:Iteration 25Q (72226.720000 sec): 3 clusters
  Score: Raw -4481825.010628 + Penalty 11925.386916 = -4469899.623711
  nChanged 66
		SP:Iteration 26Q (72226.840000 sec): 3 clusters
  Score: Raw -4481840.892988 + Penalty 11925.386916 = -4469915.506071
  nChanged 52
		SP:Iteration 27Q (72226.970000 sec): 3 clusters
  Score: Raw -4481853.923864 + Penalty 11925.386916 = -4469928.536947
  nChanged 47
		SP:Iteration 28Q (72227.090000 sec): 3 clusters
  Score: Raw -4481865.779285 + Penalty 11925.386916 = -4469940.392369
  nChanged 51
		SP:Iteration 29Q (72227.210000 sec): 3 clusters
  Score: Raw -4481879.372473 + Penalty 11925.386916 = -4469953.985557
  nChanged 41
		SP:Iteration 30Q (72227.340000 sec): 3 clusters
  Score: Raw -4481889.089920 + Penalty 11925.386916 = -4469963.703004
  nChanged 37
		SP:Iteration 31Q (72227.470000 sec): 3 clusters
  Score: Raw -4481896.991330 + Penalty 11925.386916 = -4469971.604414
  nChanged 35
		SP:Iteration 32Q (72227.590000 sec): 3 clusters
  Score: Raw -4481905.581350 + Penalty 11925.386916 = -4469980.194434
  nChanged 32
		SP:Iteration 33Q (72227.710000 sec): 3 clusters
  Score: Raw -4481913.596920 + Penalty 11925.386916 = -4469988.210003
  nChanged 42
		SP:Iteration 34Q (72227.840000 sec): 3 clusters
  Score: Raw -4481923.741067 + Penalty 11925.386916 = -4469998.354150
  nChanged 31
		SP:Iteration 35Q (72227.960000 sec): 3 clusters
  Score: Raw -4481931.733961 + Penalty 11925.386916 = -4470006.347045
  nChanged 36
		SP:Iteration 36Q (72228.090000 sec): 3 clusters
  Score: Raw -4481940.708298 + Penalty 11925.386916 = -4470015.321382
  nChanged 35
		SP:Iteration 37Q (72228.210000 sec): 3 clusters
  Score: Raw -4481950.201662 + Penalty 11925.386916 = -4470024.814745
  nChanged 41
		SP:Iteration 38Q (72228.330000 sec): 3 clusters
  Score: Raw -4481961.776730 + Penalty 11925.386916 = -4470036.389813
  nChanged 45
		SP:Iteration 39Q (72228.460000 sec): 3 clusters
  Score: Raw -4481972.799689 + Penalty 11925.386916 = -4470047.412773
  nChanged 34
		SP:Iteration 40F (72228.590000 sec): 3 clusters
  Score: Raw -4481980.262677 + Penalty 11925.386916 = -4470054.875761
  nChanged 23
		SP:Iteration 41Q (72228.710000 sec): 3 clusters
  Score: Raw -4481985.106607 + Penalty 11925.386916 = -4470059.719690
  nChanged 27
		SP:Iteration 42Q (72228.830000 sec): 3 clusters
  Score: Raw -4481990.233485 + Penalty 11925.386916 = -4470064.846569
  nChanged 18
		SP:Iteration 43Q (72228.960000 sec): 3 clusters
  Score: Raw -4481994.105968 + Penalty 11925.386916 = -4470068.719051
  nChanged 19
		SP:Iteration 44Q (72229.090000 sec): 3 clusters
  Score: Raw -4481997.906871 + Penalty 11925.386916 = -4470072.519954
  nChanged 17
		SP:Iteration 45Q (72229.210000 sec): 3 clusters
  Score: Raw -4482001.300664 + Penalty 11925.386916 = -4470075.913748
  nChanged 18
		SP:Iteration 46Q (72229.330000 sec): 3 clusters
  Score: Raw -4482004.910324 + Penalty 11925.386916 = -4470079.523408
  nChanged 13
		SP:Iteration 47Q (72229.460000 sec): 3 clusters
  Score: Raw -4482007.388251 + Penalty 11925.386916 = -4470082.001334
  nChanged 10
		SP:Iteration 48Q (72229.580000 sec): 3 clusters
  Score: Raw -4482009.473267 + Penalty 11925.386916 = -4470084.086351
  nChanged 13
		SP:Iteration 49Q (72229.710000 sec): 3 clusters
  Score: Raw -4482012.420088 + Penalty 11925.386916 = -4470087.033172
  nChanged 20
		SP:Iteration 50Q (72229.830000 sec): 3 clusters
  Score: Raw -4482016.876479 + Penalty 11925.386916 = -4470091.489563
  nChanged 19
		SP:Iteration 51Q (72229.960000 sec): 3 clusters
  Score: Raw -4482020.853969 + Penalty 11925.386916 = -4470095.467053
  nChanged 17
		SP:Iteration 52Q (72230.080000 sec): 3 clusters
  Score: Raw -4482024.167114 + Penalty 11925.386916 = -4470098.780198
  nChanged 13
		SP:Iteration 53Q (72230.210000 sec): 3 clusters
  Score: Raw -4482026.799040 + Penalty 11925.386916 = -4470101.412124
  nChanged 13
		SP:Iteration 54Q (72230.330000 sec): 3 clusters
  Score: Raw -4482029.859020 + Penalty 11925.386916 = -4470104.472104
  nChanged 16
		SP:Iteration 55Q (72230.460000 sec): 3 clusters
  Score: Raw -4482032.923479 + Penalty 11925.386916 = -4470107.536562
  nChanged 13
		SP:Iteration 56Q (72230.580000 sec): 3 clusters
  Score: Raw -4482035.961734 + Penalty 11925.386916 = -4470110.574818
  nChanged 11
		SP:Iteration 57Q (72230.710000 sec): 3 clusters
  Score: Raw -4482038.473477 + Penalty 11925.386916 = -4470113.086561
  nChanged 12
		SP:Iteration 58Q (72230.830000 sec): 3 clusters
  Score: Raw -4482040.845537 + Penalty 11925.386916 = -4470115.458621
  nChanged 8
		SP:Iteration 59Q (72230.950000 sec): 3 clusters
  Score: Raw -4482042.322440 + Penalty 11925.386916 = -4470116.935523
  nChanged 9
		SP:Iteration 60F (72231.080000 sec): 3 clusters
  Score: Raw -4482044.065746 + Penalty 11925.386916 = -4470118.678829
  nChanged 6
		SP:Iteration 61Q (72231.210000 sec): 3 clusters
  Score: Raw -4482045.170212 + Penalty 11925.386916 = -4470119.783295
  nChanged 11
		SP:Iteration 62Q (72231.330000 sec): 3 clusters
  Score: Raw -4482047.856047 + Penalty 11925.386916 = -4470122.469131
  nChanged 13
		SP:Iteration 63Q (72231.450000 sec): 3 clusters
  Score: Raw -4482050.458991 + Penalty 11925.386916 = -4470125.072075
  nChanged 8
		SP:Iteration 64Q (72231.580000 sec): 3 clusters
  Score: Raw -4482051.868085 + Penalty 11925.386916 = -4470126.481169
  nChanged 7
		SP:Iteration 65Q (72231.700000 sec): 3 clusters
  Score: Raw -4482053.647766 + Penalty 11925.386916 = -4470128.260850
  nChanged 10
		SP:Iteration 66Q (72231.830000 sec): 3 clusters
  Score: Raw -4482056.003820 + Penalty 11925.386916 = -4470130.616903
  nChanged 13
		SP:Iteration 67Q (72231.950000 sec): 3 clusters
  Score: Raw -4482059.243681 + Penalty 11925.386916 = -4470133.856765
  nChanged 12
		SP:Iteration 68Q (72232.080000 sec): 3 clusters
  Score: Raw -4482061.798216 + Penalty 11925.386916 = -4470136.411300
  nChanged 13
		SP:Iteration 69Q (72232.200000 sec): 3 clusters
  Score: Raw -4482064.321503 + Penalty 11925.386916 = -4470138.934587
  nChanged 6
		SP:Iteration 70Q (72232.330000 sec): 3 clusters
  Score: Raw -4482065.629308 + Penalty 11925.386916 = -4470140.242392
  nChanged 3
		SP:Iteration 71Q (72232.450000 sec): 3 clusters
  Score: Raw -4482066.188935 + Penalty 11925.386916 = -4470140.802019
  nChanged 3
		SP:Iteration 72Q (72232.570000 sec): 3 clusters
  Score: Raw -4482066.839726 + Penalty 11925.386916 = -4470141.452810
  nChanged 2
		SP:Iteration 73Q (72232.700000 sec): 3 clusters
  Score: Raw -4482067.365041 + Penalty 11925.386916 = -4470141.978125
  nChanged 2
		SP:Iteration 74Q (72232.830000 sec): 3 clusters
  Score: Raw -4482067.709418 + Penalty 11925.386916 = -4470142.322502
  nChanged 0
		SP:Iteration 75F (72232.950000 sec): 3 clusters
  Score: Raw -4482067.709418 + Penalty 11925.386916 = -4470142.322502
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 8 (32054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72233.170000 sec): 2 clusters
  Score: Raw -8532493.150099 + Penalty 6354.796071 = -8526138.354027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72233.410000 sec): 3 clusters
  Score: Raw -8514622.766861 + Penalty 12709.592143 = -8501913.174718
  nChanged 13631
		SP:Iteration 1F (72233.660000 sec): 3 clusters
  Score: Raw -8521869.307064 + Penalty 12709.592143 = -8509159.714921
  nChanged 1955
		SP:Iteration 2F (72233.910000 sec): 3 clusters
  Score: Raw -8522776.318854 + Penalty 12709.592143 = -8510066.726711
  nChanged 1752
		SP:Iteration 3F (72234.150000 sec): 3 clusters
  Score: Raw -8523694.545937 + Penalty 12709.592143 = -8510984.953794
  nChanged 1749
		SP:Iteration 4F (72234.400000 sec): 3 clusters
  Score: Raw -8524822.749671 + Penalty 12709.592143 = -8512113.157528
  nChanged 1996
		SP:Iteration 5F (72234.640000 sec): 3 clusters
  Score: Raw -8526439.474508 + Penalty 12709.592143 = -8513729.882365
  nChanged 2309
		SP:Iteration 6F (72234.890000 sec): 3 clusters
  Score: Raw -8528484.896885 + Penalty 12709.592143 = -8515775.304742
  nChanged 2257
		SP:Iteration 7F (72235.130000 sec): 3 clusters
  Score: Raw -8530377.291372 + Penalty 12709.592143 = -8517667.699229
  nChanged 1951
		SP:Iteration 8F (72235.380000 sec): 3 clusters
  Score: Raw -8531735.508943 + Penalty 12709.592143 = -8519025.916800
  nChanged 1497
		SP:Iteration 9Q (72235.620000 sec): 3 clusters
  Score: Raw -8532510.503462 + Penalty 12709.592143 = -8519800.911319
  nChanged 995
		SP:Iteration 10Q (72235.870000 sec): 3 clusters
  Score: Raw -8532893.182319 + Penalty 12709.592143 = -8520183.590176
  nChanged 715
		SP:Iteration 11Q (72236.110000 sec): 3 clusters
  Score: Raw -8533127.129947 + Penalty 12709.592143 = -8520417.537804
  nChanged 496
		SP:Iteration 12Q (72236.360000 sec): 3 clusters
  Score: Raw -8533256.541750 + Penalty 12709.592143 = -8520546.949607
  nChanged 314
		SP:Iteration 13Q (72236.600000 sec): 3 clusters
  Score: Raw -8533325.862160 + Penalty 12709.592143 = -8520616.270017
  nChanged 205
		SP:Iteration 14Q (72236.850000 sec): 3 clusters
  Score: Raw -8533368.897054 + Penalty 12709.592143 = -8520659.304911
  nChanged 170
		SP:Iteration 15Q (72237.090000 sec): 3 clusters
  Score: Raw -8533405.214336 + Penalty 12709.592143 = -8520695.622193
  nChanged 157
		SP:Iteration 16Q (72237.330000 sec): 3 clusters
  Score: Raw -8533436.008028 + Penalty 12709.592143 = -8520726.415885
  nChanged 125
		SP:Iteration 17Q (72237.580000 sec): 3 clusters
  Score: Raw -8533460.789491 + Penalty 12709.592143 = -8520751.197348
  nChanged 106
		SP:Iteration 18Q (72237.820000 sec): 3 clusters
  Score: Raw -8533479.935460 + Penalty 12709.592143 = -8520770.343317
  nChanged 81
		SP:Iteration 19Q (72238.070000 sec): 3 clusters
  Score: Raw -8533493.048936 + Penalty 12709.592143 = -8520783.456794
  nChanged 66
		SP:Iteration 20F (72238.310000 sec): 3 clusters
  Score: Raw -8533502.705948 + Penalty 12709.592143 = -8520793.113805
  nChanged 62
		SP:Iteration 21Q (72238.550000 sec): 3 clusters
  Score: Raw -8533512.293366 + Penalty 12709.592143 = -8520802.701223
  nChanged 69
		SP:Iteration 22Q (72238.800000 sec): 3 clusters
  Score: Raw -8533524.434698 + Penalty 12709.592143 = -8520814.842555
  nChanged 64
		SP:Iteration 23Q (72239.040000 sec): 3 clusters
  Score: Raw -8533535.153107 + Penalty 12709.592143 = -8520825.560965
  nChanged 56
		SP:Iteration 24Q (72239.290000 sec): 3 clusters
  Score: Raw -8533544.362982 + Penalty 12709.592143 = -8520834.770839
  nChanged 51
		SP:Iteration 25Q (72239.530000 sec): 3 clusters
  Score: Raw -8533553.652360 + Penalty 12709.592143 = -8520844.060217
  nChanged 59
		SP:Iteration 26Q (72239.770000 sec): 3 clusters
  Score: Raw -8533563.764774 + Penalty 12709.592143 = -8520854.172631
  nChanged 71
		SP:Iteration 27Q (72240.020000 sec): 3 clusters
  Score: Raw -8533574.697952 + Penalty 12709.592143 = -8520865.105809
  nChanged 61
		SP:Iteration 28Q (72240.260000 sec): 3 clusters
  Score: Raw -8533583.422691 + Penalty 12709.592143 = -8520873.830548
  nChanged 48
		SP:Iteration 29Q (72240.510000 sec): 3 clusters
  Score: Raw -8533591.600322 + Penalty 12709.592143 = -8520882.008179
  nChanged 57
		SP:Iteration 30Q (72240.750000 sec): 3 clusters
  Score: Raw -8533600.873560 + Penalty 12709.592143 = -8520891.281417
  nChanged 51
		SP:Iteration 31Q (72241.000000 sec): 3 clusters
  Score: Raw -8533608.723014 + Penalty 12709.592143 = -8520899.130871
  nChanged 53
		SP:Iteration 32Q (72241.240000 sec): 3 clusters
  Score: Raw -8533616.412977 + Penalty 12709.592143 = -8520906.820834
  nChanged 39
		SP:Iteration 33Q (72241.480000 sec): 3 clusters
  Score: Raw -8533622.157867 + Penalty 12709.592143 = -8520912.565724
  nChanged 28
		SP:Iteration 34Q (72241.730000 sec): 3 clusters
  Score: Raw -8533626.359173 + Penalty 12709.592143 = -8520916.767030
  nChanged 25
		SP:Iteration 35Q (72241.970000 sec): 3 clusters
  Score: Raw -8533629.426082 + Penalty 12709.592143 = -8520919.833939
  nChanged 22
		SP:Iteration 36Q (72242.220000 sec): 3 clusters
  Score: Raw -8533632.466992 + Penalty 12709.592143 = -8520922.874849
  nChanged 21
		SP:Iteration 37Q (72242.460000 sec): 3 clusters
  Score: Raw -8533635.631967 + Penalty 12709.592143 = -8520926.039824
  nChanged 18
		SP:Iteration 38Q (72242.700000 sec): 3 clusters
  Score: Raw -8533638.288823 + Penalty 12709.592143 = -8520928.696680
  nChanged 17
		SP:Iteration 39Q (72242.950000 sec): 3 clusters
  Score: Raw -8533640.772438 + Penalty 12709.592143 = -8520931.180295
  nChanged 18
		SP:Iteration 40F (72243.190000 sec): 3 clusters
  Score: Raw -8533643.217815 + Penalty 12709.592143 = -8520933.625672
  nChanged 17
		SP:Iteration 41Q (72243.440000 sec): 3 clusters
  Score: Raw -8533645.717241 + Penalty 12709.592143 = -8520936.125098
  nChanged 19
		SP:Iteration 42Q (72243.680000 sec): 3 clusters
  Score: Raw -8533648.754402 + Penalty 12709.592143 = -8520939.162260
  nChanged 24
		SP:Iteration 43Q (72243.930000 sec): 3 clusters
  Score: Raw -8533652.821537 + Penalty 12709.592143 = -8520943.229394
  nChanged 30
		SP:Iteration 44Q (72244.170000 sec): 3 clusters
  Score: Raw -8533657.461850 + Penalty 12709.592143 = -8520947.869707
  nChanged 33
		SP:Iteration 45Q (72244.420000 sec): 3 clusters
  Score: Raw -8533662.732391 + Penalty 12709.592143 = -8520953.140248
  nChanged 31
		SP:Iteration 46Q (72244.660000 sec): 3 clusters
  Score: Raw -8533667.505816 + Penalty 12709.592143 = -8520957.913673
  nChanged 34
		SP:Iteration 47Q (72244.900000 sec): 3 clusters
  Score: Raw -8533672.060583 + Penalty 12709.592143 = -8520962.468440
  nChanged 22
		SP:Iteration 48Q (72245.150000 sec): 3 clusters
  Score: Raw -8533674.932031 + Penalty 12709.592143 = -8520965.339888
  nChanged 18
		SP:Iteration 49Q (72245.390000 sec): 3 clusters
  Score: Raw -8533677.403615 + Penalty 12709.592143 = -8520967.811472
  nChanged 20
		SP:Iteration 50Q (72245.640000 sec): 3 clusters
  Score: Raw -8533679.963745 + Penalty 12709.592143 = -8520970.371602
  nChanged 19
		SP:Iteration 51Q (72245.880000 sec): 3 clusters
  Score: Raw -8533682.509161 + Penalty 12709.592143 = -8520972.917018
  nChanged 22
		SP:Iteration 52Q (72246.130000 sec): 3 clusters
  Score: Raw -8533685.701064 + Penalty 12709.592143 = -8520976.108921
  nChanged 22
		SP:Iteration 53Q (72246.370000 sec): 3 clusters
  Score: Raw -8533689.008368 + Penalty 12709.592143 = -8520979.416225
  nChanged 24
		SP:Iteration 54Q (72246.620000 sec): 3 clusters
  Score: Raw -8533692.056816 + Penalty 12709.592143 = -8520982.464673
  nChanged 19
		SP:Iteration 55Q (72246.860000 sec): 3 clusters
  Score: Raw -8533694.770297 + Penalty 12709.592143 = -8520985.178154
  nChanged 24
		SP:Iteration 56Q (72247.100000 sec): 3 clusters
  Score: Raw -8533698.436745 + Penalty 12709.592143 = -8520988.844602
  nChanged 28
		SP:Iteration 57Q (72247.350000 sec): 3 clusters
  Score: Raw -8533702.331396 + Penalty 12709.592143 = -8520992.739253
  nChanged 33
		SP:Iteration 58Q (72247.590000 sec): 3 clusters
  Score: Raw -8533707.415111 + Penalty 12709.592143 = -8520997.822968
  nChanged 35
		SP:Iteration 59Q (72247.840000 sec): 3 clusters
  Score: Raw -8533713.532684 + Penalty 12709.592143 = -8521003.940541
  nChanged 37
		SP:Iteration 60F (72248.080000 sec): 3 clusters
  Score: Raw -8533719.309333 + Penalty 12709.592143 = -8521009.717190
  nChanged 35
		SP:Iteration 61Q (72248.330000 sec): 3 clusters
  Score: Raw -8533724.248078 + Penalty 12709.592143 = -8521014.655935
  nChanged 34
		SP:Iteration 62Q (72248.570000 sec): 3 clusters
  Score: Raw -8533729.700162 + Penalty 12709.592143 = -8521020.108019
  nChanged 34
		SP:Iteration 63Q (72248.820000 sec): 3 clusters
  Score: Raw -8533735.540928 + Penalty 12709.592143 = -8521025.948785
  nChanged 31
		SP:Iteration 64Q (72249.060000 sec): 3 clusters
  Score: Raw -8533741.111964 + Penalty 12709.592143 = -8521031.519821
  nChanged 27
		SP:Iteration 65Q (72249.310000 sec): 3 clusters
  Score: Raw -8533745.527002 + Penalty 12709.592143 = -8521035.934859
  nChanged 16
		SP:Iteration 66Q (72249.550000 sec): 3 clusters
  Score: Raw -8533748.319370 + Penalty 12709.592143 = -8521038.727227
  nChanged 17
		SP:Iteration 67Q (72249.800000 sec): 3 clusters
  Score: Raw -8533751.383278 + Penalty 12709.592143 = -8521041.791135
  nChanged 29
		SP:Iteration 68Q (72250.040000 sec): 3 clusters
  Score: Raw -8533756.066231 + Penalty 12709.592143 = -8521046.474088
  nChanged 28
		SP:Iteration 69Q (72250.280000 sec): 3 clusters
  Score: Raw -8533760.506509 + Penalty 12709.592143 = -8521050.914366
  nChanged 24
		SP:Iteration 70Q (72250.530000 sec): 3 clusters
  Score: Raw -8533764.066926 + Penalty 12709.592143 = -8521054.474783
  nChanged 30
		SP:Iteration 71Q (72250.780000 sec): 3 clusters
  Score: Raw -8533768.897248 + Penalty 12709.592143 = -8521059.305105
  nChanged 21
		SP:Iteration 72Q (72251.020000 sec): 3 clusters
  Score: Raw -8533772.120035 + Penalty 12709.592143 = -8521062.527892
  nChanged 24
		SP:Iteration 73Q (72251.260000 sec): 3 clusters
  Score: Raw -8533775.710330 + Penalty 12709.592143 = -8521066.118187
  nChanged 22
		SP:Iteration 74Q (72251.500000 sec): 3 clusters
  Score: Raw -8533779.406439 + Penalty 12709.592143 = -8521069.814296
  nChanged 24
		SP:Iteration 75Q (72251.750000 sec): 3 clusters
  Score: Raw -8533783.541954 + Penalty 12709.592143 = -8521073.949811
  nChanged 28
		SP:Iteration 76Q (72252.000000 sec): 3 clusters
  Score: Raw -8533787.796847 + Penalty 12709.592143 = -8521078.204704
  nChanged 27
		SP:Iteration 77Q (72252.240000 sec): 3 clusters
  Score: Raw -8533792.570904 + Penalty 12709.592143 = -8521082.978762
  nChanged 33
		SP:Iteration 78Q (72252.480000 sec): 3 clusters
  Score: Raw -8533798.218795 + Penalty 12709.592143 = -8521088.626652
  nChanged 29
		SP:Iteration 79Q (72252.730000 sec): 3 clusters
  Score: Raw -8533803.458194 + Penalty 12709.592143 = -8521093.866051
  nChanged 41
		SP:Iteration 80F (72252.970000 sec): 3 clusters
  Score: Raw -8533811.402578 + Penalty 12709.592143 = -8521101.810435
  nChanged 45
		SP:Iteration 81Q (72253.220000 sec): 3 clusters
  Score: Raw -8533819.231482 + Penalty 12709.592143 = -8521109.639339
  nChanged 40
		SP:Iteration 82Q (72253.460000 sec): 3 clusters
  Score: Raw -8533826.238956 + Penalty 12709.592143 = -8521116.646813
  nChanged 34
		SP:Iteration 83Q (72253.700000 sec): 3 clusters
  Score: Raw -8533832.160952 + Penalty 12709.592143 = -8521122.568809
  nChanged 44
		SP:Iteration 84Q (72253.940000 sec): 3 clusters
  Score: Raw -8533839.466333 + Penalty 12709.592143 = -8521129.874190
  nChanged 38
		SP:Iteration 85Q (72254.190000 sec): 3 clusters
  Score: Raw -8533845.428367 + Penalty 12709.592143 = -8521135.836224
  nChanged 32
		SP:Iteration 86Q (72254.430000 sec): 3 clusters
  Score: Raw -8533850.807351 + Penalty 12709.592143 = -8521141.215208
  nChanged 23
		SP:Iteration 87Q (72254.680000 sec): 3 clusters
  Score: Raw -8533854.096374 + Penalty 12709.592143 = -8521144.504231
  nChanged 17
		SP:Iteration 88Q (72254.920000 sec): 3 clusters
  Score: Raw -8533856.850192 + Penalty 12709.592143 = -8521147.258049
  nChanged 23
		SP:Iteration 89Q (72255.160000 sec): 3 clusters
  Score: Raw -8533860.137457 + Penalty 12709.592143 = -8521150.545314
  nChanged 18
		SP:Iteration 90Q (72255.400000 sec): 3 clusters
  Score: Raw -8533862.954664 + Penalty 12709.592143 = -8521153.362521
  nChanged 15
		SP:Iteration 91Q (72255.650000 sec): 3 clusters
  Score: Raw -8533865.221063 + Penalty 12709.592143 = -8521155.628920
  nChanged 11
		SP:Iteration 92Q (72255.890000 sec): 3 clusters
  Score: Raw -8533866.901662 + Penalty 12709.592143 = -8521157.309519
  nChanged 13
		SP:Iteration 93Q (72256.130000 sec): 3 clusters
  Score: Raw -8533869.076854 + Penalty 12709.592143 = -8521159.484711
  nChanged 13
		SP:Iteration 94Q (72256.380000 sec): 3 clusters
  Score: Raw -8533871.318902 + Penalty 12709.592143 = -8521161.726759
  nChanged 11
		SP:Iteration 95Q (72256.620000 sec): 3 clusters
  Score: Raw -8533872.929992 + Penalty 12709.592143 = -8521163.337849
  nChanged 14
		SP:Iteration 96Q (72256.860000 sec): 3 clusters
  Score: Raw -8533875.156093 + Penalty 12709.592143 = -8521165.563950
  nChanged 12
		SP:Iteration 97Q (72257.100000 sec): 3 clusters
  Score: Raw -8533877.007448 + Penalty 12709.592143 = -8521167.415305
  nChanged 9
		SP:Iteration 98Q (72257.340000 sec): 3 clusters
  Score: Raw -8533878.429364 + Penalty 12709.592143 = -8521168.837221
  nChanged 7
		SP:Iteration 99Q (72257.590000 sec): 3 clusters
  Score: Raw -8533880.040819 + Penalty 12709.592143 = -8521170.448676
  nChanged 6
		SP:Iteration 100F (72257.830000 sec): 3 clusters
  Score: Raw -8533880.951811 + Penalty 12709.592143 = -8521171.359668
  nChanged 5
		SP:Iteration 101Q (72258.080000 sec): 3 clusters
  Score: Raw -8533881.679818 + Penalty 12709.592143 = -8521172.087675
  nChanged 6
		SP:Iteration 102Q (72258.320000 sec): 3 clusters
  Score: Raw -8533882.581690 + Penalty 12709.592143 = -8521172.989547
  nChanged 9
		SP:Iteration 103Q (72258.560000 sec): 3 clusters
  Score: Raw -8533884.046211 + Penalty 12709.592143 = -8521174.454068
  nChanged 8
		SP:Iteration 104Q (72258.800000 sec): 3 clusters
  Score: Raw -8533885.238556 + Penalty 12709.592143 = -8521175.646413
  nChanged 13
		SP:Iteration 105Q (72259.050000 sec): 3 clusters
  Score: Raw -8533887.810545 + Penalty 12709.592143 = -8521178.218402
  nChanged 18
		SP:Iteration 106Q (72259.290000 sec): 3 clusters
  Score: Raw -8533891.074152 + Penalty 12709.592143 = -8521181.482009
  nChanged 13
		SP:Iteration 107Q (72259.530000 sec): 3 clusters
  Score: Raw -8533893.376521 + Penalty 12709.592143 = -8521183.784378
  nChanged 13
		SP:Iteration 108Q (72259.780000 sec): 3 clusters
  Score: Raw -8533895.342638 + Penalty 12709.592143 = -8521185.750495
  nChanged 10
		SP:Iteration 109Q (72260.020000 sec): 3 clusters
  Score: Raw -8533897.079428 + Penalty 12709.592143 = -8521187.487285
  nChanged 11
		SP:Iteration 110Q (72260.260000 sec): 3 clusters
  Score: Raw -8533899.178282 + Penalty 12709.592143 = -8521189.586139
  nChanged 12
		SP:Iteration 111Q (72260.500000 sec): 3 clusters
  Score: Raw -8533901.675033 + Penalty 12709.592143 = -8521192.082890
  nChanged 15
		SP:Iteration 112Q (72260.740000 sec): 3 clusters
  Score: Raw -8533904.278846 + Penalty 12709.592143 = -8521194.686703
  nChanged 14
		SP:Iteration 113Q (72260.990000 sec): 3 clusters
  Score: Raw -8533906.505268 + Penalty 12709.592143 = -8521196.913125
  nChanged 10
		SP:Iteration 114Q (72261.230000 sec): 3 clusters
  Score: Raw -8533908.028304 + Penalty 12709.592143 = -8521198.436161
  nChanged 8
		SP:Iteration 115Q (72261.470000 sec): 3 clusters
  Score: Raw -8533909.284576 + Penalty 12709.592143 = -8521199.692433
  nChanged 8
		SP:Iteration 116Q (72261.720000 sec): 3 clusters
  Score: Raw -8533910.434345 + Penalty 12709.592143 = -8521200.842202
  nChanged 9
		SP:Iteration 117Q (72261.960000 sec): 3 clusters
  Score: Raw -8533912.360414 + Penalty 12709.592143 = -8521202.768271
  nChanged 16
		SP:Iteration 118Q (72262.200000 sec): 3 clusters
  Score: Raw -8533914.783477 + Penalty 12709.592143 = -8521205.191334
  nChanged 11
		SP:Iteration 119Q (72262.440000 sec): 3 clusters
  Score: Raw -8533916.819807 + Penalty 12709.592143 = -8521207.227664
  nChanged 12
		SP:Iteration 120F (72262.690000 sec): 3 clusters
  Score: Raw -8533919.173804 + Penalty 12709.592143 = -8521209.581661
  nChanged 10
		SP:Iteration 121Q (72262.930000 sec): 3 clusters
  Score: Raw -8533920.436314 + Penalty 12709.592143 = -8521210.844171
  nChanged 6
		SP:Iteration 122Q (72263.170000 sec): 3 clusters
  Score: Raw -8533921.517168 + Penalty 12709.592143 = -8521211.925025
  nChanged 8
		SP:Iteration 123Q (72263.420000 sec): 3 clusters
  Score: Raw -8533922.719790 + Penalty 12709.592143 = -8521213.127647
  nChanged 10
		SP:Iteration 124Q (72263.660000 sec): 3 clusters
  Score: Raw -8533924.431748 + Penalty 12709.592143 = -8521214.839605
  nChanged 10
		SP:Iteration 125Q (72263.900000 sec): 3 clusters
  Score: Raw -8533926.248630 + Penalty 12709.592143 = -8521216.656487
  nChanged 10
		SP:Iteration 126Q (72264.140000 sec): 3 clusters
  Score: Raw -8533928.115467 + Penalty 12709.592143 = -8521218.523324
  nChanged 13
		SP:Iteration 127Q (72264.380000 sec): 3 clusters
  Score: Raw -8533930.137643 + Penalty 12709.592143 = -8521220.545500
  nChanged 12
		SP:Iteration 128Q (72264.630000 sec): 3 clusters
  Score: Raw -8533932.009665 + Penalty 12709.592143 = -8521222.417522
  nChanged 14
		SP:Iteration 129Q (72264.870000 sec): 3 clusters
  Score: Raw -8533934.472674 + Penalty 12709.592143 = -8521224.880531
  nChanged 14
		SP:Iteration 130Q (72265.110000 sec): 3 clusters
  Score: Raw -8533936.974903 + Penalty 12709.592143 = -8521227.382760
  nChanged 19
		SP:Iteration 131Q (72265.350000 sec): 3 clusters
  Score: Raw -8533940.212469 + Penalty 12709.592143 = -8521230.620326
  nChanged 15
		SP:Iteration 132Q (72265.600000 sec): 3 clusters
  Score: Raw -8533943.093768 + Penalty 12709.592143 = -8521233.501625
  nChanged 23
		SP:Iteration 133Q (72265.840000 sec): 3 clusters
  Score: Raw -8533947.321183 + Penalty 12709.592143 = -8521237.729040
  nChanged 23
		SP:Iteration 134Q (72266.080000 sec): 3 clusters
  Score: Raw -8533951.816954 + Penalty 12709.592143 = -8521242.224811
  nChanged 21
		SP:Iteration 135Q (72266.320000 sec): 3 clusters
  Score: Raw -8533955.655532 + Penalty 12709.592143 = -8521246.063389
  nChanged 20
		SP:Iteration 136Q (72266.560000 sec): 3 clusters
  Score: Raw -8533958.957826 + Penalty 12709.592143 = -8521249.365684
  nChanged 15
		SP:Iteration 137Q (72266.810000 sec): 3 clusters
  Score: Raw -8533961.273457 + Penalty 12709.592143 = -8521251.681314
  nChanged 17
		SP:Iteration 138Q (72267.050000 sec): 3 clusters
  Score: Raw -8533963.759405 + Penalty 12709.592143 = -8521254.167262
  nChanged 11
		SP:Iteration 139Q (72267.290000 sec): 3 clusters
  Score: Raw -8533965.239885 + Penalty 12709.592143 = -8521255.647742
  nChanged 7
		SP:Iteration 140F (72267.540000 sec): 3 clusters
  Score: Raw -8533966.512205 + Penalty 12709.592143 = -8521256.920062
  nChanged 6
		SP:Iteration 141Q (72267.780000 sec): 3 clusters
  Score: Raw -8533967.552772 + Penalty 12709.592143 = -8521257.960629
  nChanged 6
		SP:Iteration 142Q (72268.020000 sec): 3 clusters
  Score: Raw -8533968.600656 + Penalty 12709.592143 = -8521259.008513
  nChanged 8
		SP:Iteration 143Q (72268.260000 sec): 3 clusters
  Score: Raw -8533970.046994 + Penalty 12709.592143 = -8521260.454851
  nChanged 10
		SP:Iteration 144Q (72268.500000 sec): 3 clusters
  Score: Raw -8533971.380716 + Penalty 12709.592143 = -8521261.788573
  nChanged 10
		SP:Iteration 145Q (72268.740000 sec): 3 clusters
  Score: Raw -8533972.922898 + Penalty 12709.592143 = -8521263.330755
  nChanged 12
		SP:Iteration 146Q (72268.990000 sec): 3 clusters
  Score: Raw -8533974.955326 + Penalty 12709.592143 = -8521265.363183
  nChanged 11
		SP:Iteration 147Q (72269.240000 sec): 3 clusters
  Score: Raw -8533977.131296 + Penalty 12709.592143 = -8521267.539153
  nChanged 15
		SP:Iteration 148Q (72269.480000 sec): 3 clusters
  Score: Raw -8533979.659848 + Penalty 12709.592143 = -8521270.067705
  nChanged 10
		SP:Iteration 149Q (72269.720000 sec): 3 clusters
  Score: Raw -8533981.257922 + Penalty 12709.592143 = -8521271.665779
  nChanged 7
		SP:Iteration 150Q (72269.960000 sec): 3 clusters
  Score: Raw -8533982.609435 + Penalty 12709.592143 = -8521273.017292
  nChanged 9
		SP:Iteration 151Q (72270.200000 sec): 3 clusters
  Score: Raw -8533983.955064 + Penalty 12709.592143 = -8521274.362921
  nChanged 6
		SP:Iteration 152Q (72270.440000 sec): 3 clusters
  Score: Raw -8533985.052442 + Penalty 12709.592143 = -8521275.460299
  nChanged 8
		SP:Iteration 153Q (72270.690000 sec): 3 clusters
  Score: Raw -8533986.388238 + Penalty 12709.592143 = -8521276.796095
  nChanged 4
		SP:Iteration 154Q (72270.930000 sec): 3 clusters
  Score: Raw -8533986.943444 + Penalty 12709.592143 = -8521277.351301
  nChanged 1
		SP:Iteration 155Q (72271.170000 sec): 3 clusters
  Score: Raw -8533987.080071 + Penalty 12709.592143 = -8521277.487928
  nChanged 1
		SP:Iteration 156Q (72271.410000 sec): 3 clusters
  Score: Raw -8533987.183527 + Penalty 12709.592143 = -8521277.591384
  nChanged 0
		SP:Iteration 157F (72271.660000 sec): 3 clusters
  Score: Raw -8533987.183527 + Penalty 12709.592143 = -8521277.591384
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 9 (9044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72271.730000 sec): 2 clusters
  Score: Raw -2353062.841561 + Penalty 5579.787310 = -2347483.054250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72271.800000 sec): 3 clusters
  Score: Raw -2349065.397715 + Penalty 11159.574621 = -2337905.823094
  nChanged 3232
		SP:Iteration 1F (72271.870000 sec): 3 clusters
  Score: Raw -2351045.833956 + Penalty 11159.574621 = -2339886.259335
  nChanged 694
		SP:Iteration 2F (72271.940000 sec): 3 clusters
  Score: Raw -2351545.758882 + Penalty 11159.574621 = -2340386.184261
  nChanged 448
		SP:Iteration 3Q (72272.000000 sec): 3 clusters
  Score: Raw -2351873.537177 + Penalty 11159.574621 = -2340713.962557
  nChanged 345
		SP:Iteration 4Q (72272.070000 sec): 3 clusters
  Score: Raw -2352118.746484 + Penalty 11159.574621 = -2340959.171863
  nChanged 310
		SP:Iteration 5Q (72272.140000 sec): 3 clusters
  Score: Raw -2352334.911520 + Penalty 11159.574621 = -2341175.336899
  nChanged 262
		SP:Iteration 6Q (72272.200000 sec): 3 clusters
  Score: Raw -2352511.550575 + Penalty 11159.574621 = -2341351.975954
  nChanged 236
		SP:Iteration 7Q (72272.270000 sec): 3 clusters
  Score: Raw -2352670.476531 + Penalty 11159.574621 = -2341510.901910
  nChanged 197
		SP:Iteration 8Q (72272.340000 sec): 3 clusters
  Score: Raw -2352791.522107 + Penalty 11159.574621 = -2341631.947486
  nChanged 177
		SP:Iteration 9Q (72272.400000 sec): 3 clusters
  Score: Raw -2352897.188241 + Penalty 11159.574621 = -2341737.613620
  nChanged 164
		SP:Iteration 10Q (72272.470000 sec): 3 clusters
  Score: Raw -2352994.984609 + Penalty 11159.574621 = -2341835.409988
  nChanged 153
		SP:Iteration 11Q (72272.540000 sec): 3 clusters
  Score: Raw -2353084.426850 + Penalty 11159.574621 = -2341924.852229
  nChanged 144
		SP:Iteration 12Q (72272.600000 sec): 3 clusters
  Score: Raw -2353163.897578 + Penalty 11159.574621 = -2342004.322957
  nChanged 123
		SP:Iteration 13Q (72272.670000 sec): 3 clusters
  Score: Raw -2353229.319527 + Penalty 11159.574621 = -2342069.744906
  nChanged 111
		SP:Iteration 14Q (72272.730000 sec): 3 clusters
  Score: Raw -2353286.826779 + Penalty 11159.574621 = -2342127.252158
  nChanged 108
		SP:Iteration 15Q (72272.800000 sec): 3 clusters
  Score: Raw -2353335.640560 + Penalty 11159.574621 = -2342176.065939
  nChanged 79
		SP:Iteration 16Q (72272.870000 sec): 3 clusters
  Score: Raw -2353367.230569 + Penalty 11159.574621 = -2342207.655948
  nChanged 73
		SP:Iteration 17Q (72272.930000 sec): 3 clusters
  Score: Raw -2353397.874318 + Penalty 11159.574621 = -2342238.299698
  nChanged 67
		SP:Iteration 18Q (72273.000000 sec): 3 clusters
  Score: Raw -2353426.789710 + Penalty 11159.574621 = -2342267.215089
  nChanged 67
		SP:Iteration 19Q (72273.060000 sec): 3 clusters
  Score: Raw -2353455.018023 + Penalty 11159.574621 = -2342295.443402
  nChanged 68
		SP:Iteration 20F (72273.130000 sec): 3 clusters
  Score: Raw -2353484.184915 + Penalty 11159.574621 = -2342324.610294
  nChanged 64
		SP:Iteration 21Q (72273.190000 sec): 3 clusters
  Score: Raw -2353514.056927 + Penalty 11159.574621 = -2342354.482306
  nChanged 67
		SP:Iteration 22Q (72273.260000 sec): 3 clusters
  Score: Raw -2353546.181566 + Penalty 11159.574621 = -2342386.606945
  nChanged 74
		SP:Iteration 23Q (72273.330000 sec): 3 clusters
  Score: Raw -2353578.536888 + Penalty 11159.574621 = -2342418.962267
  nChanged 86
		SP:Iteration 24Q (72273.390000 sec): 3 clusters
  Score: Raw -2353621.403208 + Penalty 11159.574621 = -2342461.828587
  nChanged 91
		SP:Iteration 25Q (72273.450000 sec): 3 clusters
  Score: Raw -2353672.249469 + Penalty 11159.574621 = -2342512.674848
  nChanged 103
		SP:Iteration 26Q (72273.520000 sec): 3 clusters
  Score: Raw -2353725.830163 + Penalty 11159.574621 = -2342566.255542
  nChanged 118
		SP:Iteration 27Q (72273.580000 sec): 3 clusters
  Score: Raw -2353790.303408 + Penalty 11159.574621 = -2342630.728787
  nChanged 119
		SP:Iteration 28Q (72273.650000 sec): 3 clusters
  Score: Raw -2353866.329295 + Penalty 11159.574621 = -2342706.754674
  nChanged 153
		SP:Iteration 29Q (72273.710000 sec): 3 clusters
  Score: Raw -2353969.223788 + Penalty 11159.574621 = -2342809.649167
  nChanged 181
		SP:Iteration 30Q (72273.780000 sec): 3 clusters
  Score: Raw -2354101.304711 + Penalty 11159.574621 = -2342941.730090
  nChanged 211
		SP:Iteration 31Q (72273.840000 sec): 3 clusters
  Score: Raw -2354282.751369 + Penalty 11159.574621 = -2343123.176748
  nChanged 263
		SP:Iteration 32Q (72273.900000 sec): 3 clusters
  Score: Raw -2354561.328421 + Penalty 11159.574621 = -2343401.753800
  nChanged 310
		SP:Iteration 33Q (72273.970000 sec): 3 clusters
  Score: Raw -2354982.564354 + Penalty 11159.574621 = -2343822.989733
  nChanged 355
		SP:Iteration 34Q (72274.030000 sec): 3 clusters
  Score: Raw -2355733.956409 + Penalty 11159.574621 = -2344574.381788
  nChanged 412
		SP:Iteration 35Q (72274.090000 sec): 3 clusters
  Score: Raw -2356928.083595 + Penalty 11159.574621 = -2345768.508974
  nChanged 314
		SP:Iteration 36Q (72274.140000 sec): 3 clusters
  Score: Raw -2357896.503735 + Penalty 11159.574621 = -2346736.929114
  nChanged 116
		SP:Iteration 37Q (72274.190000 sec): 3 clusters
  Score: Raw -2358068.327572 + Penalty 11159.574621 = -2346908.752951
  nChanged 43
		SP:Iteration 38Q (72274.230000 sec): 3 clusters
  Score: Raw -2358102.717112 + Penalty 11159.574621 = -2346943.142491
  nChanged 14
		SP:Iteration 39Q (72274.280000 sec): 3 clusters
  Score: Raw -2358109.592024 + Penalty 11159.574621 = -2346950.017403
  nChanged 5
		SP:Iteration 40F (72274.350000 sec): 3 clusters
  Score: Raw -2358112.112379 + Penalty 11159.574621 = -2346952.537758
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 10 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72274.360000 sec): 2 clusters
  Score: Raw -134082.430128 + Penalty 3898.409839 = -130184.020289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72274.370000 sec): 3 clusters
  Score: Raw -134589.273167 + Penalty 7796.819677 = -126792.453490
  nChanged 71
		SP:Iteration 1F (72274.370000 sec): 3 clusters
  Score: Raw -134840.359633 + Penalty 7796.819677 = -127043.539956
  nChanged 34
		SP:Iteration 2F (72274.370000 sec): 3 clusters
  Score: Raw -134976.580948 + Penalty 7796.819677 = -127179.761271
  nChanged 13
		SP:Iteration 3Q (72274.380000 sec): 3 clusters
  Score: Raw -135026.666794 + Penalty 7796.819677 = -127229.847117
  nChanged 9
		SP:Iteration 4Q (72274.380000 sec): 3 clusters
  Score: Raw -135051.933117 + Penalty 7796.819677 = -127255.113440
  nChanged 3
		SP:Iteration 5Q (72274.390000 sec): 3 clusters
  Score: Raw -135058.807784 + Penalty 7796.819677 = -127261.988107
  nChanged 1
		SP:Iteration 6Q (72274.390000 sec): 3 clusters
  Score: Raw -135061.639675 + Penalty 7796.819677 = -127264.819998
  nChanged 0
		SP:Iteration 7F (72274.390000 sec): 3 clusters
  Score: Raw -135061.639675 + Penalty 7796.819677 = -127264.819998
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 11 (12220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72274.480000 sec): 2 clusters
  Score: Raw -3096531.106507 + Penalty 5764.132905 = -3090766.973602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72274.570000 sec): 3 clusters
  Score: Raw -3090760.104781 + Penalty 11528.265810 = -3079231.838971
  nChanged 4639
		SP:Iteration 1F (72274.670000 sec): 3 clusters
  Score: Raw -3093656.544948 + Penalty 11528.265810 = -3082128.279138
  nChanged 988
		SP:Iteration 2F (72274.760000 sec): 3 clusters
  Score: Raw -3094421.411933 + Penalty 11528.265810 = -3082893.146123
  nChanged 751
		SP:Iteration 3F (72274.850000 sec): 3 clusters
  Score: Raw -3095043.458439 + Penalty 11528.265810 = -3083515.192629
  nChanged 673
		SP:Iteration 4F (72274.940000 sec): 3 clusters
  Score: Raw -3095597.832526 + Penalty 11528.265810 = -3084069.566716
  nChanged 578
		SP:Iteration 5Q (72275.030000 sec): 3 clusters
  Score: Raw -3096110.955404 + Penalty 11528.265810 = -3084582.689594
  nChanged 535
		SP:Iteration 6Q (72275.120000 sec): 3 clusters
  Score: Raw -3096635.392694 + Penalty 11528.265810 = -3085107.126884
  nChanged 514
		SP:Iteration 7Q (72275.210000 sec): 3 clusters
  Score: Raw -3097060.151857 + Penalty 11528.265810 = -3085531.886047
  nChanged 440
		SP:Iteration 8Q (72275.300000 sec): 3 clusters
  Score: Raw -3097392.916982 + Penalty 11528.265810 = -3085864.651172
  nChanged 402
		SP:Iteration 9Q (72275.390000 sec): 3 clusters
  Score: Raw -3097653.080354 + Penalty 11528.265810 = -3086124.814544
  nChanged 314
		SP:Iteration 10Q (72275.470000 sec): 3 clusters
  Score: Raw -3097838.304385 + Penalty 11528.265810 = -3086310.038575
  nChanged 269
		SP:Iteration 11Q (72275.560000 sec): 3 clusters
  Score: Raw -3098000.579681 + Penalty 11528.265810 = -3086472.313871
  nChanged 250
		SP:Iteration 12Q (72275.650000 sec): 3 clusters
  Score: Raw -3098136.746831 + Penalty 11528.265810 = -3086608.481021
  nChanged 226
		SP:Iteration 13Q (72275.740000 sec): 3 clusters
  Score: Raw -3098243.187077 + Penalty 11528.265810 = -3086714.921267
  nChanged 175
		SP:Iteration 14Q (72275.820000 sec): 3 clusters
  Score: Raw -3098327.975749 + Penalty 11528.265810 = -3086799.709939
  nChanged 170
		SP:Iteration 15Q (72275.910000 sec): 3 clusters
  Score: Raw -3098408.576448 + Penalty 11528.265810 = -3086880.310638
  nChanged 135
		SP:Iteration 16Q (72275.990000 sec): 3 clusters
  Score: Raw -3098475.211998 + Penalty 11528.265810 = -3086946.946187
  nChanged 119
		SP:Iteration 17Q (72276.080000 sec): 3 clusters
  Score: Raw -3098539.926382 + Penalty 11528.265810 = -3087011.660572
  nChanged 141
		SP:Iteration 18Q (72276.170000 sec): 3 clusters
  Score: Raw -3098608.989884 + Penalty 11528.265810 = -3087080.724074
  nChanged 134
		SP:Iteration 19Q (72276.250000 sec): 3 clusters
  Score: Raw -3098673.103312 + Penalty 11528.265810 = -3087144.837502
  nChanged 144
		SP:Iteration 20F (72276.350000 sec): 3 clusters
  Score: Raw -3098749.935910 + Penalty 11528.265810 = -3087221.670100
  nChanged 142
		SP:Iteration 21Q (72276.430000 sec): 3 clusters
  Score: Raw -3098821.066018 + Penalty 11528.265810 = -3087292.800208
  nChanged 114
		SP:Iteration 22Q (72276.520000 sec): 3 clusters
  Score: Raw -3098866.678662 + Penalty 11528.265810 = -3087338.412852
  nChanged 91
		SP:Iteration 23Q (72276.610000 sec): 3 clusters
  Score: Raw -3098902.456603 + Penalty 11528.265810 = -3087374.190793
  nChanged 78
		SP:Iteration 24Q (72276.690000 sec): 3 clusters
  Score: Raw -3098935.175753 + Penalty 11528.265810 = -3087406.909943
  nChanged 72
		SP:Iteration 25Q (72276.780000 sec): 3 clusters
  Score: Raw -3098966.829691 + Penalty 11528.265810 = -3087438.563881
  nChanged 74
		SP:Iteration 26Q (72276.870000 sec): 3 clusters
  Score: Raw -3098995.318619 + Penalty 11528.265810 = -3087467.052809
  nChanged 62
		SP:Iteration 27Q (72276.950000 sec): 3 clusters
  Score: Raw -3099021.982936 + Penalty 11528.265810 = -3087493.717126
  nChanged 68
		SP:Iteration 28Q (72277.030000 sec): 3 clusters
  Score: Raw -3099048.267691 + Penalty 11528.265810 = -3087520.001881
  nChanged 48
		SP:Iteration 29Q (72277.120000 sec): 3 clusters
  Score: Raw -3099065.389505 + Penalty 11528.265810 = -3087537.123695
  nChanged 44
		SP:Iteration 30Q (72277.210000 sec): 3 clusters
  Score: Raw -3099080.096497 + Penalty 11528.265810 = -3087551.830687
  nChanged 40
		SP:Iteration 31Q (72277.290000 sec): 3 clusters
  Score: Raw -3099096.814393 + Penalty 11528.265810 = -3087568.548583
  nChanged 44
		SP:Iteration 32Q (72277.380000 sec): 3 clusters
  Score: Raw -3099111.998655 + Penalty 11528.265810 = -3087583.732844
  nChanged 38
		SP:Iteration 33Q (72277.460000 sec): 3 clusters
  Score: Raw -3099125.194434 + Penalty 11528.265810 = -3087596.928624
  nChanged 26
		SP:Iteration 34Q (72277.550000 sec): 3 clusters
  Score: Raw -3099136.418826 + Penalty 11528.265810 = -3087608.153016
  nChanged 26
		SP:Iteration 35Q (72277.630000 sec): 3 clusters
  Score: Raw -3099146.459958 + Penalty 11528.265810 = -3087618.194148
  nChanged 27
		SP:Iteration 36Q (72277.720000 sec): 3 clusters
  Score: Raw -3099156.274319 + Penalty 11528.265810 = -3087628.008509
  nChanged 25
		SP:Iteration 37Q (72277.800000 sec): 3 clusters
  Score: Raw -3099164.956536 + Penalty 11528.265810 = -3087636.690726
  nChanged 22
		SP:Iteration 38Q (72277.890000 sec): 3 clusters
  Score: Raw -3099173.771990 + Penalty 11528.265810 = -3087645.506180
  nChanged 18
		SP:Iteration 39Q (72277.970000 sec): 3 clusters
  Score: Raw -3099180.108727 + Penalty 11528.265810 = -3087651.842917
  nChanged 20
		SP:Iteration 40F (72278.070000 sec): 3 clusters
  Score: Raw -3099187.392557 + Penalty 11528.265810 = -3087659.126747
  nChanged 23
		SP:Iteration 41Q (72278.150000 sec): 3 clusters
  Score: Raw -3099196.212516 + Penalty 11528.265810 = -3087667.946706
  nChanged 23
		SP:Iteration 42Q (72278.230000 sec): 3 clusters
  Score: Raw -3099204.697345 + Penalty 11528.265810 = -3087676.431535
  nChanged 18
		SP:Iteration 43Q (72278.320000 sec): 3 clusters
  Score: Raw -3099211.276704 + Penalty 11528.265810 = -3087683.010894
  nChanged 19
		SP:Iteration 44Q (72278.410000 sec): 3 clusters
  Score: Raw -3099221.386832 + Penalty 11528.265810 = -3087693.121022
  nChanged 29
		SP:Iteration 45Q (72278.490000 sec): 3 clusters
  Score: Raw -3099232.756018 + Penalty 11528.265810 = -3087704.490208
  nChanged 17
		SP:Iteration 46Q (72278.580000 sec): 3 clusters
  Score: Raw -3099238.431972 + Penalty 11528.265810 = -3087710.166162
  nChanged 9
		SP:Iteration 47Q (72278.660000 sec): 3 clusters
  Score: Raw -3099241.467777 + Penalty 11528.265810 = -3087713.201967
  nChanged 11
		SP:Iteration 48Q (72278.750000 sec): 3 clusters
  Score: Raw -3099245.567694 + Penalty 11528.265810 = -3087717.301884
  nChanged 11
		SP:Iteration 49Q (72278.830000 sec): 3 clusters
  Score: Raw -3099248.419655 + Penalty 11528.265810 = -3087720.153845
  nChanged 13
		SP:Iteration 50Q (72278.910000 sec): 3 clusters
  Score: Raw -3099252.248352 + Penalty 11528.265810 = -3087723.982542
  nChanged 14
		SP:Iteration 51Q (72279.000000 sec): 3 clusters
  Score: Raw -3099257.584306 + Penalty 11528.265810 = -3087729.318496
  nChanged 8
		SP:Iteration 52Q (72279.090000 sec): 3 clusters
  Score: Raw -3099260.071563 + Penalty 11528.265810 = -3087731.805753
  nChanged 10
		SP:Iteration 53Q (72279.170000 sec): 3 clusters
  Score: Raw -3099264.026183 + Penalty 11528.265810 = -3087735.760373
  nChanged 15
		SP:Iteration 54Q (72279.250000 sec): 3 clusters
  Score: Raw -3099267.645207 + Penalty 11528.265810 = -3087739.379397
  nChanged 9
		SP:Iteration 55Q (72279.340000 sec): 3 clusters
  Score: Raw -3099269.678489 + Penalty 11528.265810 = -3087741.412679
  nChanged 6
		SP:Iteration 56Q (72279.420000 sec): 3 clusters
  Score: Raw -3099273.290177 + Penalty 11528.265810 = -3087745.024367
  nChanged 8
		SP:Iteration 57Q (72279.510000 sec): 3 clusters
  Score: Raw -3099276.728299 + Penalty 11528.265810 = -3087748.462488
  nChanged 6
		SP:Iteration 58Q (72279.590000 sec): 3 clusters
  Score: Raw -3099278.050882 + Penalty 11528.265810 = -3087749.785072
  nChanged 6
		SP:Iteration 59Q (72279.670000 sec): 3 clusters
  Score: Raw -3099280.004347 + Penalty 11528.265810 = -3087751.738537
  nChanged 7
		SP:Iteration 60F (72279.770000 sec): 3 clusters
  Score: Raw -3099282.021993 + Penalty 11528.265810 = -3087753.756183
  nChanged 9
		SP:Iteration 61Q (72279.850000 sec): 3 clusters
  Score: Raw -3099285.207192 + Penalty 11528.265810 = -3087756.941381
  nChanged 12
		SP:Iteration 62Q (72279.940000 sec): 3 clusters
  Score: Raw -3099289.487347 + Penalty 11528.265810 = -3087761.221537
  nChanged 17
		SP:Iteration 63Q (72280.020000 sec): 3 clusters
  Score: Raw -3099294.289953 + Penalty 11528.265810 = -3087766.024143
  nChanged 18
		SP:Iteration 64Q (72280.110000 sec): 3 clusters
  Score: Raw -3099301.187969 + Penalty 11528.265810 = -3087772.922159
  nChanged 17
		SP:Iteration 65Q (72280.190000 sec): 3 clusters
  Score: Raw -3099309.096530 + Penalty 11528.265810 = -3087780.830720
  nChanged 21
		SP:Iteration 66Q (72280.270000 sec): 3 clusters
  Score: Raw -3099319.530723 + Penalty 11528.265810 = -3087791.264913
  nChanged 33
		SP:Iteration 67Q (72280.360000 sec): 3 clusters
  Score: Raw -3099332.890045 + Penalty 11528.265810 = -3087804.624235
  nChanged 37
		SP:Iteration 68Q (72280.450000 sec): 3 clusters
  Score: Raw -3099358.782652 + Penalty 11528.265810 = -3087830.516842
  nChanged 52
		SP:Iteration 69Q (72280.530000 sec): 3 clusters
  Score: Raw -3099396.644954 + Penalty 11528.265810 = -3087868.379144
  nChanged 57
		SP:Iteration 70Q (72280.610000 sec): 3 clusters
  Score: Raw -3099435.013168 + Penalty 11528.265810 = -3087906.747358
  nChanged 55
		SP:Iteration 71Q (72280.700000 sec): 3 clusters
  Score: Raw -3099472.026723 + Penalty 11528.265810 = -3087943.760913
  nChanged 70
		SP:Iteration 72Q (72280.780000 sec): 3 clusters
  Score: Raw -3099527.141972 + Penalty 11528.265810 = -3087998.876162
  nChanged 76
		SP:Iteration 73Q (72280.870000 sec): 3 clusters
  Score: Raw -3099584.788896 + Penalty 11528.265810 = -3088056.523086
  nChanged 69
		SP:Iteration 74Q (72280.950000 sec): 3 clusters
  Score: Raw -3099638.732653 + Penalty 11528.265810 = -3088110.466843
  nChanged 78
		SP:Iteration 75Q (72281.030000 sec): 3 clusters
  Score: Raw -3099695.102684 + Penalty 11528.265810 = -3088166.836874
  nChanged 57
		SP:Iteration 76Q (72281.110000 sec): 3 clusters
  Score: Raw -3099724.052425 + Penalty 11528.265810 = -3088195.786615
  nChanged 52
		SP:Iteration 77Q (72281.200000 sec): 3 clusters
  Score: Raw -3099755.337238 + Penalty 11528.265810 = -3088227.071428
  nChanged 53
		SP:Iteration 78Q (72281.280000 sec): 3 clusters
  Score: Raw -3099779.617791 + Penalty 11528.265810 = -3088251.351981
  nChanged 41
		SP:Iteration 79Q (72281.360000 sec): 3 clusters
  Score: Raw -3099794.519987 + Penalty 11528.265810 = -3088266.254177
  nChanged 23
		SP:Iteration 80F (72281.450000 sec): 3 clusters
  Score: Raw -3099805.323328 + Penalty 11528.265810 = -3088277.057518
  nChanged 23
		SP:Iteration 81Q (72281.540000 sec): 3 clusters
  Score: Raw -3099815.855594 + Penalty 11528.265810 = -3088287.589784
  nChanged 26
		SP:Iteration 82Q (72281.620000 sec): 3 clusters
  Score: Raw -3099825.109981 + Penalty 11528.265810 = -3088296.844171
  nChanged 16
		SP:Iteration 83Q (72281.700000 sec): 3 clusters
  Score: Raw -3099830.409322 + Penalty 11528.265810 = -3088302.143512
  nChanged 7
		SP:Iteration 84Q (72281.790000 sec): 3 clusters
  Score: Raw -3099832.220485 + Penalty 11528.265810 = -3088303.954674
  nChanged 4
		SP:Iteration 85Q (72281.870000 sec): 3 clusters
  Score: Raw -3099833.407384 + Penalty 11528.265810 = -3088305.141574
  nChanged 1
		SP:Iteration 86Q (72281.950000 sec): 3 clusters
  Score: Raw -3099833.558583 + Penalty 11528.265810 = -3088305.292773
  nChanged 0
		SP:Iteration 87F (72282.040000 sec): 3 clusters
  Score: Raw -3099833.558583 + Penalty 11528.265810 = -3088305.292773
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 12 (17582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72282.170000 sec): 2 clusters
  Score: Raw -4632753.264100 + Penalty 5986.961445 = -4626766.302655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72282.300000 sec): 3 clusters
  Score: Raw -4623802.070692 + Penalty 11973.922890 = -4611828.147802
  nChanged 7095
		SP:Iteration 1F (72282.430000 sec): 3 clusters
  Score: Raw -4627738.799215 + Penalty 11973.922890 = -4615764.876325
  nChanged 1199
		SP:Iteration 2F (72282.570000 sec): 3 clusters
  Score: Raw -4628404.880394 + Penalty 11973.922890 = -4616430.957504
  nChanged 874
		SP:Iteration 3Q (72282.710000 sec): 3 clusters
  Score: Raw -4628969.443319 + Penalty 11973.922890 = -4616995.520430
  nChanged 722
		SP:Iteration 4Q (72282.840000 sec): 3 clusters
  Score: Raw -4629435.477118 + Penalty 11973.922890 = -4617461.554229
  nChanged 689
		SP:Iteration 5Q (72282.970000 sec): 3 clusters
  Score: Raw -4629859.680661 + Penalty 11973.922890 = -4617885.757772
  nChanged 694
		SP:Iteration 6Q (72283.110000 sec): 3 clusters
  Score: Raw -4630290.640851 + Penalty 11973.922890 = -4618316.717961
  nChanged 751
		SP:Iteration 7Q (72283.240000 sec): 3 clusters
  Score: Raw -4630769.186605 + Penalty 11973.922890 = -4618795.263715
  nChanged 778
		SP:Iteration 8Q (72283.370000 sec): 3 clusters
  Score: Raw -4631264.082470 + Penalty 11973.922890 = -4619290.159580
  nChanged 827
		SP:Iteration 9Q (72283.510000 sec): 3 clusters
  Score: Raw -4631841.603886 + Penalty 11973.922890 = -4619867.680996
  nChanged 865
		SP:Iteration 10Q (72283.640000 sec): 3 clusters
  Score: Raw -4632515.409453 + Penalty 11973.922890 = -4620541.486563
  nChanged 880
		SP:Iteration 11F (72283.770000 sec): 3 clusters
  Score: Raw -4633258.012372 + Penalty 11973.922890 = -4621284.089483
  nChanged 861
		SP:Iteration 12Q (72283.900000 sec): 3 clusters
  Score: Raw -4634040.542423 + Penalty 11973.922890 = -4622066.619533
  nChanged 777
		SP:Iteration 13Q (72284.030000 sec): 3 clusters
  Score: Raw -4634728.835405 + Penalty 11973.922890 = -4622754.912515
  nChanged 610
		SP:Iteration 14Q (72284.170000 sec): 3 clusters
  Score: Raw -4635211.576603 + Penalty 11973.922890 = -4623237.653713
  nChanged 460
		SP:Iteration 15Q (72284.290000 sec): 3 clusters
  Score: Raw -4635548.869126 + Penalty 11973.922890 = -4623574.946236
  nChanged 314
		SP:Iteration 16Q (72284.420000 sec): 3 clusters
  Score: Raw -4635762.529446 + Penalty 11973.922890 = -4623788.606556
  nChanged 254
		SP:Iteration 17Q (72284.550000 sec): 3 clusters
  Score: Raw -4635944.615189 + Penalty 11973.922890 = -4623970.692299
  nChanged 229
		SP:Iteration 18Q (72284.670000 sec): 3 clusters
  Score: Raw -4636103.631327 + Penalty 11973.922890 = -4624129.708437
  nChanged 199
		SP:Iteration 19Q (72284.790000 sec): 3 clusters
  Score: Raw -4636256.813255 + Penalty 11973.922890 = -4624282.890365
  nChanged 190
		SP:Iteration 20F (72284.920000 sec): 3 clusters
  Score: Raw -4636405.932848 + Penalty 11973.922890 = -4624432.009959
  nChanged 183
		SP:Iteration 21Q (72285.040000 sec): 3 clusters
  Score: Raw -4636549.505179 + Penalty 11973.922890 = -4624575.582289
  nChanged 176
		SP:Iteration 22Q (72285.160000 sec): 3 clusters
  Score: Raw -4636675.814195 + Penalty 11973.922890 = -4624701.891305
  nChanged 152
		SP:Iteration 23Q (72285.270000 sec): 3 clusters
  Score: Raw -4636782.301883 + Penalty 11973.922890 = -4624808.378993
  nChanged 141
		SP:Iteration 24Q (72285.390000 sec): 3 clusters
  Score: Raw -4636868.438075 + Penalty 11973.922890 = -4624894.515185
  nChanged 132
		SP:Iteration 25Q (72285.510000 sec): 3 clusters
  Score: Raw -4636945.001808 + Penalty 11973.922890 = -4624971.078918
  nChanged 110
		SP:Iteration 26Q (72285.620000 sec): 3 clusters
  Score: Raw -4636994.840015 + Penalty 11973.922890 = -4625020.917125
  nChanged 71
		SP:Iteration 27Q (72285.730000 sec): 3 clusters
  Score: Raw -4637018.453618 + Penalty 11973.922890 = -4625044.530728
  nChanged 48
		SP:Iteration 28Q (72285.850000 sec): 3 clusters
  Score: Raw -4637033.515251 + Penalty 11973.922890 = -4625059.592361
  nChanged 21
		SP:Iteration 29Q (72285.970000 sec): 3 clusters
  Score: Raw -4637038.330995 + Penalty 11973.922890 = -4625064.408105
  nChanged 14
		SP:Iteration 30Q (72286.080000 sec): 3 clusters
  Score: Raw -4637041.540131 + Penalty 11973.922890 = -4625067.617242
  nChanged 9
		SP:Iteration 31Q (72286.190000 sec): 3 clusters
  Score: Raw -4637043.562665 + Penalty 11973.922890 = -4625069.639775
  nChanged 6
		SP:Iteration 32Q (72286.310000 sec): 3 clusters
  Score: Raw -4637044.835912 + Penalty 11973.922890 = -4625070.913022
  nChanged 6
		SP:Iteration 33Q (72286.420000 sec): 3 clusters
  Score: Raw -4637046.171526 + Penalty 11973.922890 = -4625072.248636
  nChanged 4
		SP:Iteration 34Q (72286.540000 sec): 3 clusters
  Score: Raw -4637046.806483 + Penalty 11973.922890 = -4625072.883593
  nChanged 3
		SP:Iteration 35Q (72286.650000 sec): 3 clusters
  Score: Raw -4637047.266030 + Penalty 11973.922890 = -4625073.343141
  nChanged 2
		SP:Iteration 36Q (72286.770000 sec): 3 clusters
  Score: Raw -4637047.523694 + Penalty 11973.922890 = -4625073.600804
  nChanged 0
		SP:Iteration 37F (72286.900000 sec): 3 clusters
  Score: Raw -4637047.523694 + Penalty 11973.922890 = -4625073.600804
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 13 (23920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72287.060000 sec): 2 clusters
  Score: Raw -6402514.192883 + Penalty 6175.513002 = -6396338.679881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72287.240000 sec): 3 clusters
  Score: Raw -6389906.843131 + Penalty 12351.026005 = -6377555.817126
  nChanged 9713
		SP:Iteration 1F (72287.420000 sec): 3 clusters
  Score: Raw -6395075.388336 + Penalty 12351.026005 = -6382724.362331
  nChanged 1507
		SP:Iteration 2F (72287.600000 sec): 3 clusters
  Score: Raw -6395765.708385 + Penalty 12351.026005 = -6383414.682380
  nChanged 1143
		SP:Iteration 3Q (72287.780000 sec): 3 clusters
  Score: Raw -6396254.633703 + Penalty 12351.026005 = -6383903.607698
  nChanged 941
		SP:Iteration 4Q (72287.960000 sec): 3 clusters
  Score: Raw -6396637.656625 + Penalty 12351.026005 = -6384286.630620
  nChanged 792
		SP:Iteration 5Q (72288.150000 sec): 3 clusters
  Score: Raw -6396942.734959 + Penalty 12351.026005 = -6384591.708955
  nChanged 735
		SP:Iteration 6Q (72288.330000 sec): 3 clusters
  Score: Raw -6397230.249227 + Penalty 12351.026005 = -6384879.223222
  nChanged 731
		SP:Iteration 7Q (72288.510000 sec): 3 clusters
  Score: Raw -6397517.397271 + Penalty 12351.026005 = -6385166.371266
  nChanged 705
		SP:Iteration 8Q (72288.690000 sec): 3 clusters
  Score: Raw -6397795.366653 + Penalty 12351.026005 = -6385444.340648
  nChanged 704
		SP:Iteration 9Q (72288.870000 sec): 3 clusters
  Score: Raw -6398080.869097 + Penalty 12351.026005 = -6385729.843092
  nChanged 714
		SP:Iteration 10Q (72289.050000 sec): 3 clusters
  Score: Raw -6398392.924228 + Penalty 12351.026005 = -6386041.898223
  nChanged 733
		SP:Iteration 11Q (72289.230000 sec): 3 clusters
  Score: Raw -6398725.109770 + Penalty 12351.026005 = -6386374.083765
  nChanged 742
		SP:Iteration 12Q (72289.410000 sec): 3 clusters
  Score: Raw -6399095.350099 + Penalty 12351.026005 = -6386744.324094
  nChanged 846
		SP:Iteration 13Q (72289.590000 sec): 3 clusters
  Score: Raw -6399562.318449 + Penalty 12351.026005 = -6387211.292444
  nChanged 829
		SP:Iteration 14Q (72289.770000 sec): 3 clusters
  Score: Raw -6400053.174277 + Penalty 12351.026005 = -6387702.148272
  nChanged 829
		SP:Iteration 15Q (72289.950000 sec): 3 clusters
  Score: Raw -6400571.171532 + Penalty 12351.026005 = -6388220.145527
  nChanged 795
		SP:Iteration 16Q (72290.140000 sec): 3 clusters
  Score: Raw -6401080.507777 + Penalty 12351.026005 = -6388729.481772
  nChanged 696
		SP:Iteration 17Q (72290.320000 sec): 3 clusters
  Score: Raw -6401550.369493 + Penalty 12351.026005 = -6389199.343488
  nChanged 589
		SP:Iteration 18Q (72290.500000 sec): 3 clusters
  Score: Raw -6401963.481915 + Penalty 12351.026005 = -6389612.455910
  nChanged 498
		SP:Iteration 19Q (72290.680000 sec): 3 clusters
  Score: Raw -6402319.903785 + Penalty 12351.026005 = -6389968.877780
  nChanged 387
		SP:Iteration 20F (72290.850000 sec): 3 clusters
  Score: Raw -6402582.332157 + Penalty 12351.026005 = -6390231.306153
  nChanged 326
		SP:Iteration 21Q (72291.020000 sec): 3 clusters
  Score: Raw -6402792.506908 + Penalty 12351.026005 = -6390441.480903
  nChanged 248
		SP:Iteration 22Q (72291.200000 sec): 3 clusters
  Score: Raw -6402945.487591 + Penalty 12351.026005 = -6390594.461586
  nChanged 169
		SP:Iteration 23Q (72291.360000 sec): 3 clusters
  Score: Raw -6403057.225131 + Penalty 12351.026005 = -6390706.199126
  nChanged 154
		SP:Iteration 24Q (72291.530000 sec): 3 clusters
  Score: Raw -6403176.447407 + Penalty 12351.026005 = -6390825.421402
  nChanged 128
		SP:Iteration 25Q (72291.690000 sec): 3 clusters
  Score: Raw -6403270.018907 + Penalty 12351.026005 = -6390918.992902
  nChanged 105
		SP:Iteration 26Q (72291.850000 sec): 3 clusters
  Score: Raw -6403345.212038 + Penalty 12351.026005 = -6390994.186033
  nChanged 85
		SP:Iteration 27Q (72292.010000 sec): 3 clusters
  Score: Raw -6403409.350926 + Penalty 12351.026005 = -6391058.324921
  nChanged 77
		SP:Iteration 28Q (72292.160000 sec): 3 clusters
  Score: Raw -6403471.554272 + Penalty 12351.026005 = -6391120.528268
  nChanged 66
		SP:Iteration 29Q (72292.320000 sec): 3 clusters
  Score: Raw -6403521.255534 + Penalty 12351.026005 = -6391170.229529
  nChanged 53
		SP:Iteration 30Q (72292.470000 sec): 3 clusters
  Score: Raw -6403562.478301 + Penalty 12351.026005 = -6391211.452296
  nChanged 47
		SP:Iteration 31Q (72292.620000 sec): 3 clusters
  Score: Raw -6403594.322545 + Penalty 12351.026005 = -6391243.296540
  nChanged 21
		SP:Iteration 32Q (72292.770000 sec): 3 clusters
  Score: Raw -6403610.540620 + Penalty 12351.026005 = -6391259.514615
  nChanged 23
		SP:Iteration 33Q (72292.920000 sec): 3 clusters
  Score: Raw -6403627.310351 + Penalty 12351.026005 = -6391276.284346
  nChanged 18
		SP:Iteration 34Q (72293.070000 sec): 3 clusters
  Score: Raw -6403640.648632 + Penalty 12351.026005 = -6391289.622627
  nChanged 13
		SP:Iteration 35Q (72293.220000 sec): 3 clusters
  Score: Raw -6403649.870471 + Penalty 12351.026005 = -6391298.844467
  nChanged 10
		SP:Iteration 36Q (72293.360000 sec): 3 clusters
  Score: Raw -6403657.233265 + Penalty 12351.026005 = -6391306.207260
  nChanged 9
		SP:Iteration 37Q (72293.510000 sec): 3 clusters
  Score: Raw -6403661.776548 + Penalty 12351.026005 = -6391310.750543
  nChanged 8
		SP:Iteration 38Q (72293.660000 sec): 3 clusters
  Score: Raw -6403667.159298 + Penalty 12351.026005 = -6391316.133293
  nChanged 6
		SP:Iteration 39Q (72293.800000 sec): 3 clusters
  Score: Raw -6403670.454186 + Penalty 12351.026005 = -6391319.428182
  nChanged 6
		SP:Iteration 40F (72293.980000 sec): 3 clusters
  Score: Raw -6403675.318030 + Penalty 12351.026005 = -6391324.292025
  nChanged 12
		SP:Iteration 41Q (72294.130000 sec): 3 clusters
  Score: Raw -6403683.053591 + Penalty 12351.026005 = -6391332.027586
  nChanged 11
		SP:Iteration 42Q (72294.280000 sec): 3 clusters
  Score: Raw -6403691.230890 + Penalty 12351.026005 = -6391340.204885
  nChanged 9
		SP:Iteration 43Q (72294.420000 sec): 3 clusters
  Score: Raw -6403696.428983 + Penalty 12351.026005 = -6391345.402978
  nChanged 7
		SP:Iteration 44Q (72294.570000 sec): 3 clusters
  Score: Raw -6403700.489021 + Penalty 12351.026005 = -6391349.463016
  nChanged 5
		SP:Iteration 45Q (72294.720000 sec): 3 clusters
  Score: Raw -6403704.032646 + Penalty 12351.026005 = -6391353.006641
  nChanged 3
		SP:Iteration 46Q (72294.860000 sec): 3 clusters
  Score: Raw -6403705.608406 + Penalty 12351.026005 = -6391354.582401
  nChanged 1
		SP:Iteration 47Q (72295.010000 sec): 3 clusters
  Score: Raw -6403706.301421 + Penalty 12351.026005 = -6391355.275417
  nChanged 5
		SP:Iteration 48Q (72295.150000 sec): 3 clusters
  Score: Raw -6403710.172827 + Penalty 12351.026005 = -6391359.146822
  nChanged 3
		SP:Iteration 49Q (72295.300000 sec): 3 clusters
  Score: Raw -6403712.363624 + Penalty 12351.026005 = -6391361.337620
  nChanged 2
		SP:Iteration 50Q (72295.440000 sec): 3 clusters
  Score: Raw -6403713.697109 + Penalty 12351.026005 = -6391362.671104
  nChanged 3
		SP:Iteration 51Q (72295.590000 sec): 3 clusters
  Score: Raw -6403715.661391 + Penalty 12351.026005 = -6391364.635386
  nChanged 6
		SP:Iteration 52Q (72295.740000 sec): 3 clusters
  Score: Raw -6403719.817664 + Penalty 12351.026005 = -6391368.791659
  nChanged 3
		SP:Iteration 53Q (72295.880000 sec): 3 clusters
  Score: Raw -6403722.064332 + Penalty 12351.026005 = -6391371.038327
  nChanged 3
		SP:Iteration 54Q (72296.020000 sec): 3 clusters
  Score: Raw -6403723.727654 + Penalty 12351.026005 = -6391372.701649
  nChanged 1
		SP:Iteration 55Q (72296.170000 sec): 3 clusters
  Score: Raw -6403723.982793 + Penalty 12351.026005 = -6391372.956788
  nChanged 0
		SP:Iteration 56F (72296.350000 sec): 3 clusters
  Score: Raw -6403723.982793 + Penalty 12351.026005 = -6391372.956788
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 14 (20304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72296.480000 sec): 2 clusters
  Score: Raw -5286142.109459 + Penalty 6075.126079 = -5280066.983380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72296.640000 sec): 3 clusters
  Score: Raw -5275520.941953 + Penalty 12150.252158 = -5263370.689796
  nChanged 8214
		SP:Iteration 1F (72296.790000 sec): 3 clusters
  Score: Raw -5279859.130827 + Penalty 12150.252158 = -5267708.878669
  nChanged 1399
		SP:Iteration 2F (72296.950000 sec): 3 clusters
  Score: Raw -5280530.467285 + Penalty 12150.252158 = -5268380.215127
  nChanged 1020
		SP:Iteration 3F (72297.100000 sec): 3 clusters
  Score: Raw -5281023.881867 + Penalty 12150.252158 = -5268873.629710
  nChanged 861
		SP:Iteration 4Q (72297.260000 sec): 3 clusters
  Score: Raw -5281462.535822 + Penalty 12150.252158 = -5269312.283665
  nChanged 786
		SP:Iteration 5Q (72297.410000 sec): 3 clusters
  Score: Raw -5281841.022715 + Penalty 12150.252158 = -5269690.770557
  nChanged 712
		SP:Iteration 6Q (72297.560000 sec): 3 clusters
  Score: Raw -5282152.413063 + Penalty 12150.252158 = -5270002.160906
  nChanged 696
		SP:Iteration 7Q (72297.720000 sec): 3 clusters
  Score: Raw -5282466.703680 + Penalty 12150.252158 = -5270316.451523
  nChanged 676
		SP:Iteration 8Q (72297.870000 sec): 3 clusters
  Score: Raw -5282776.441574 + Penalty 12150.252158 = -5270626.189416
  nChanged 675
		SP:Iteration 9Q (72298.020000 sec): 3 clusters
  Score: Raw -5283078.350799 + Penalty 12150.252158 = -5270928.098641
  nChanged 670
		SP:Iteration 10Q (72298.180000 sec): 3 clusters
  Score: Raw -5283407.197321 + Penalty 12150.252158 = -5271256.945163
  nChanged 676
		SP:Iteration 11Q (72298.330000 sec): 3 clusters
  Score: Raw -5283755.409670 + Penalty 12150.252158 = -5271605.157512
  nChanged 692
		SP:Iteration 12Q (72298.480000 sec): 3 clusters
  Score: Raw -5284121.856877 + Penalty 12150.252158 = -5271971.604720
  nChanged 690
		SP:Iteration 13Q (72298.640000 sec): 3 clusters
  Score: Raw -5284519.130320 + Penalty 12150.252158 = -5272368.878162
  nChanged 729
		SP:Iteration 14Q (72298.790000 sec): 3 clusters
  Score: Raw -5284980.078456 + Penalty 12150.252158 = -5272829.826299
  nChanged 748
		SP:Iteration 15Q (72298.940000 sec): 3 clusters
  Score: Raw -5285460.959710 + Penalty 12150.252158 = -5273310.707553
  nChanged 666
		SP:Iteration 16Q (72299.100000 sec): 3 clusters
  Score: Raw -5285911.576327 + Penalty 12150.252158 = -5273761.324169
  nChanged 604
		SP:Iteration 17Q (72299.250000 sec): 3 clusters
  Score: Raw -5286336.870986 + Penalty 12150.252158 = -5274186.618828
  nChanged 493
		SP:Iteration 18Q (72299.400000 sec): 3 clusters
  Score: Raw -5286674.433342 + Penalty 12150.252158 = -5274524.181185
  nChanged 410
		SP:Iteration 19Q (72299.560000 sec): 3 clusters
  Score: Raw -5286956.908541 + Penalty 12150.252158 = -5274806.656383
  nChanged 317
		SP:Iteration 20F (72299.710000 sec): 3 clusters
  Score: Raw -5287180.517265 + Penalty 12150.252158 = -5275030.265108
  nChanged 253
		SP:Iteration 21Q (72299.860000 sec): 3 clusters
  Score: Raw -5287353.287169 + Penalty 12150.252158 = -5275203.035011
  nChanged 173
		SP:Iteration 22Q (72300.010000 sec): 3 clusters
  Score: Raw -5287467.579667 + Penalty 12150.252158 = -5275317.327509
  nChanged 153
		SP:Iteration 23Q (72300.150000 sec): 3 clusters
  Score: Raw -5287566.528027 + Penalty 12150.252158 = -5275416.275869
  nChanged 97
		SP:Iteration 24Q (72300.300000 sec): 3 clusters
  Score: Raw -5287631.355702 + Penalty 12150.252158 = -5275481.103544
  nChanged 91
		SP:Iteration 25Q (72300.440000 sec): 3 clusters
  Score: Raw -5287687.187654 + Penalty 12150.252158 = -5275536.935497
  nChanged 67
		SP:Iteration 26Q (72300.580000 sec): 3 clusters
  Score: Raw -5287724.296212 + Penalty 12150.252158 = -5275574.044054
  nChanged 42
		SP:Iteration 27Q (72300.720000 sec): 3 clusters
  Score: Raw -5287746.932370 + Penalty 12150.252158 = -5275596.680213
  nChanged 23
		SP:Iteration 28Q (72300.860000 sec): 3 clusters
  Score: Raw -5287761.547262 + Penalty 12150.252158 = -5275611.295104
  nChanged 16
		SP:Iteration 29Q (72301.000000 sec): 3 clusters
  Score: Raw -5287771.201904 + Penalty 12150.252158 = -5275620.949747
  nChanged 13
		SP:Iteration 30Q (72301.140000 sec): 3 clusters
  Score: Raw -5287776.948118 + Penalty 12150.252158 = -5275626.695961
  nChanged 12
		SP:Iteration 31Q (72301.280000 sec): 3 clusters
  Score: Raw -5287782.672802 + Penalty 12150.252158 = -5275632.420645
  nChanged 8
		SP:Iteration 32Q (72301.420000 sec): 3 clusters
  Score: Raw -5287786.064608 + Penalty 12150.252158 = -5275635.812451
  nChanged 3
		SP:Iteration 33Q (72301.550000 sec): 3 clusters
  Score: Raw -5287787.315888 + Penalty 12150.252158 = -5275637.063730
  nChanged 3
		SP:Iteration 34Q (72301.690000 sec): 3 clusters
  Score: Raw -5287789.117665 + Penalty 12150.252158 = -5275638.865507
  nChanged 4
		SP:Iteration 35Q (72301.830000 sec): 3 clusters
  Score: Raw -5287792.184472 + Penalty 12150.252158 = -5275641.932314
  nChanged 5
		SP:Iteration 36Q (72301.970000 sec): 3 clusters
  Score: Raw -5287795.037055 + Penalty 12150.252158 = -5275644.784897
  nChanged 8
		SP:Iteration 37Q (72302.100000 sec): 3 clusters
  Score: Raw -5287798.355841 + Penalty 12150.252158 = -5275648.103684
  nChanged 5
		SP:Iteration 38Q (72302.240000 sec): 3 clusters
  Score: Raw -5287801.068116 + Penalty 12150.252158 = -5275650.815959
  nChanged 4
		SP:Iteration 39Q (72302.380000 sec): 3 clusters
  Score: Raw -5287803.051435 + Penalty 12150.252158 = -5275652.799277
  nChanged 2
		SP:Iteration 40F (72302.530000 sec): 3 clusters
  Score: Raw -5287803.728773 + Penalty 12150.252158 = -5275653.476615
  nChanged 3
		SP:Iteration 41Q (72302.660000 sec): 3 clusters
  Score: Raw -5287804.899685 + Penalty 12150.252158 = -5275654.647527
  nChanged 2
		SP:Iteration 42Q (72302.800000 sec): 3 clusters
  Score: Raw -5287805.854581 + Penalty 12150.252158 = -5275655.602423
  nChanged 3
		SP:Iteration 43Q (72302.940000 sec): 3 clusters
  Score: Raw -5287807.182357 + Penalty 12150.252158 = -5275656.930200
  nChanged 3
		SP:Iteration 44Q (72303.080000 sec): 3 clusters
  Score: Raw -5287809.239827 + Penalty 12150.252158 = -5275658.987669
  nChanged 5
		SP:Iteration 45Q (72303.220000 sec): 3 clusters
  Score: Raw -5287811.772566 + Penalty 12150.252158 = -5275661.520408
  nChanged 4
		SP:Iteration 46Q (72303.350000 sec): 3 clusters
  Score: Raw -5287813.677898 + Penalty 12150.252158 = -5275663.425740
  nChanged 5
		SP:Iteration 47Q (72303.490000 sec): 3 clusters
  Score: Raw -5287816.491209 + Penalty 12150.252158 = -5275666.239051
  nChanged 6
		SP:Iteration 48Q (72303.630000 sec): 3 clusters
  Score: Raw -5287819.914626 + Penalty 12150.252158 = -5275669.662468
  nChanged 5
		SP:Iteration 49Q (72303.760000 sec): 3 clusters
  Score: Raw -5287823.224607 + Penalty 12150.252158 = -5275672.972449
  nChanged 6
		SP:Iteration 50Q (72303.900000 sec): 3 clusters
  Score: Raw -5287825.880808 + Penalty 12150.252158 = -5275675.628651
  nChanged 6
		SP:Iteration 51Q (72304.040000 sec): 3 clusters
  Score: Raw -5287828.175721 + Penalty 12150.252158 = -5275677.923563
  nChanged 2
		SP:Iteration 52Q (72304.170000 sec): 3 clusters
  Score: Raw -5287829.871105 + Penalty 12150.252158 = -5275679.618947
  nChanged 6
		SP:Iteration 53Q (72304.310000 sec): 3 clusters
  Score: Raw -5287832.763650 + Penalty 12150.252158 = -5275682.511493
  nChanged 5
		SP:Iteration 54Q (72304.450000 sec): 3 clusters
  Score: Raw -5287836.060865 + Penalty 12150.252158 = -5275685.808708
  nChanged 1
		SP:Iteration 55Q (72304.580000 sec): 3 clusters
  Score: Raw -5287836.319851 + Penalty 12150.252158 = -5275686.067693
  nChanged 1
		SP:Iteration 56Q (72304.720000 sec): 3 clusters
  Score: Raw -5287836.808439 + Penalty 12150.252158 = -5275686.556281
  nChanged 3
		SP:Iteration 57Q (72304.850000 sec): 3 clusters
  Score: Raw -5287838.239184 + Penalty 12150.252158 = -5275687.987026
  nChanged 5
		SP:Iteration 58Q (72304.990000 sec): 3 clusters
  Score: Raw -5287840.808600 + Penalty 12150.252158 = -5275690.556442
  nChanged 3
		SP:Iteration 59Q (72305.130000 sec): 3 clusters
  Score: Raw -5287841.888482 + Penalty 12150.252158 = -5275691.636325
  nChanged 3
		SP:Iteration 60F (72305.280000 sec): 3 clusters
  Score: Raw -5287842.975185 + Penalty 12150.252158 = -5275692.723028
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 15 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72305.290000 sec): 2 clusters
  Score: Raw -66111.890388 + Penalty 3412.944345 = -62698.946043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72305.300000 sec): 3 clusters
  Score: Raw -66672.068831 + Penalty 6825.888689 = -59846.180141
  nChanged 7
		SP:Iteration 1Q (72305.300000 sec): 3 clusters
  Score: Raw -66770.487288 + Penalty 6825.888689 = -59944.598598
  nChanged 1
		SP:Iteration 2Q (72305.300000 sec): 3 clusters
  Score: Raw -66783.745288 + Penalty 6825.888689 = -59957.856599
  nChanged 0
		SP:Iteration 3F (72305.310000 sec): 3 clusters
  Score: Raw -66783.745288 + Penalty 6825.888689 = -59957.856599
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 16 (21230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72305.460000 sec): 2 clusters
  Score: Raw -5624891.183646 + Penalty 6102.441965 = -5618788.741681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72305.620000 sec): 3 clusters
  Score: Raw -5613707.827158 + Penalty 12204.883930 = -5601502.943228
  nChanged 8707
		SP:Iteration 1F (72305.780000 sec): 3 clusters
  Score: Raw -5618311.193545 + Penalty 12204.883930 = -5606106.309616
  nChanged 1425
		SP:Iteration 2F (72305.940000 sec): 3 clusters
  Score: Raw -5619059.296547 + Penalty 12204.883930 = -5606854.412617
  nChanged 1147
		SP:Iteration 3F (72306.110000 sec): 3 clusters
  Score: Raw -5619641.892773 + Penalty 12204.883930 = -5607437.008843
  nChanged 955
		SP:Iteration 4Q (72306.270000 sec): 3 clusters
  Score: Raw -5620111.562364 + Penalty 12204.883930 = -5607906.678435
  nChanged 847
		SP:Iteration 5Q (72306.430000 sec): 3 clusters
  Score: Raw -5620553.617822 + Penalty 12204.883930 = -5608348.733892
  nChanged 868
		SP:Iteration 6Q (72306.590000 sec): 3 clusters
  Score: Raw -5621039.444166 + Penalty 12204.883930 = -5608834.560237
  nChanged 899
		SP:Iteration 7Q (72306.750000 sec): 3 clusters
  Score: Raw -5621569.808835 + Penalty 12204.883930 = -5609364.924905
  nChanged 907
		SP:Iteration 8Q (72306.910000 sec): 3 clusters
  Score: Raw -5622117.742212 + Penalty 12204.883930 = -5609912.858282
  nChanged 890
		SP:Iteration 9Q (72307.080000 sec): 3 clusters
  Score: Raw -5622610.158986 + Penalty 12204.883930 = -5610405.275056
  nChanged 790
		SP:Iteration 10Q (72307.240000 sec): 3 clusters
  Score: Raw -5623058.648156 + Penalty 12204.883930 = -5610853.764227
  nChanged 758
		SP:Iteration 11Q (72307.400000 sec): 3 clusters
  Score: Raw -5623452.631275 + Penalty 12204.883930 = -5611247.747346
  nChanged 663
		SP:Iteration 12Q (72307.560000 sec): 3 clusters
  Score: Raw -5623770.790482 + Penalty 12204.883930 = -5611565.906553
  nChanged 540
		SP:Iteration 13Q (72307.720000 sec): 3 clusters
  Score: Raw -5624006.539309 + Penalty 12204.883930 = -5611801.655380
  nChanged 438
		SP:Iteration 14Q (72307.880000 sec): 3 clusters
  Score: Raw -5624178.202495 + Penalty 12204.883930 = -5611973.318565
  nChanged 363
		SP:Iteration 15Q (72308.040000 sec): 3 clusters
  Score: Raw -5624329.694233 + Penalty 12204.883930 = -5612124.810304
  nChanged 308
		SP:Iteration 16Q (72308.190000 sec): 3 clusters
  Score: Raw -5624450.994792 + Penalty 12204.883930 = -5612246.110862
  nChanged 272
		SP:Iteration 17Q (72308.350000 sec): 3 clusters
  Score: Raw -5624555.250567 + Penalty 12204.883930 = -5612350.366637
  nChanged 251
		SP:Iteration 18Q (72308.510000 sec): 3 clusters
  Score: Raw -5624656.058189 + Penalty 12204.883930 = -5612451.174259
  nChanged 239
		SP:Iteration 19Q (72308.670000 sec): 3 clusters
  Score: Raw -5624751.650165 + Penalty 12204.883930 = -5612546.766236
  nChanged 201
		SP:Iteration 20F (72308.830000 sec): 3 clusters
  Score: Raw -5624832.711290 + Penalty 12204.883930 = -5612627.827360
  nChanged 191
		SP:Iteration 21Q (72308.990000 sec): 3 clusters
  Score: Raw -5624900.624840 + Penalty 12204.883930 = -5612695.740911
  nChanged 172
		SP:Iteration 22Q (72309.140000 sec): 3 clusters
  Score: Raw -5624965.887883 + Penalty 12204.883930 = -5612761.003953
  nChanged 169
		SP:Iteration 23Q (72309.290000 sec): 3 clusters
  Score: Raw -5625021.714112 + Penalty 12204.883930 = -5612816.830183
  nChanged 151
		SP:Iteration 24Q (72309.450000 sec): 3 clusters
  Score: Raw -5625070.070358 + Penalty 12204.883930 = -5612865.186428
  nChanged 151
		SP:Iteration 25Q (72309.600000 sec): 3 clusters
  Score: Raw -5625117.150588 + Penalty 12204.883930 = -5612912.266659
  nChanged 148
		SP:Iteration 26Q (72309.750000 sec): 3 clusters
  Score: Raw -5625171.231043 + Penalty 12204.883930 = -5612966.347114
  nChanged 138
		SP:Iteration 27Q (72309.910000 sec): 3 clusters
  Score: Raw -5625219.430690 + Penalty 12204.883930 = -5613014.546760
  nChanged 142
		SP:Iteration 28Q (72310.060000 sec): 3 clusters
  Score: Raw -5625268.767281 + Penalty 12204.883930 = -5613063.883351
  nChanged 124
		SP:Iteration 29Q (72310.210000 sec): 3 clusters
  Score: Raw -5625310.551699 + Penalty 12204.883930 = -5613105.667769
  nChanged 103
		SP:Iteration 30Q (72310.360000 sec): 3 clusters
  Score: Raw -5625344.517925 + Penalty 12204.883930 = -5613139.633996
  nChanged 91
		SP:Iteration 31Q (72310.510000 sec): 3 clusters
  Score: Raw -5625373.764288 + Penalty 12204.883930 = -5613168.880359
  nChanged 91
		SP:Iteration 32Q (72310.660000 sec): 3 clusters
  Score: Raw -5625401.041723 + Penalty 12204.883930 = -5613196.157793
  nChanged 84
		SP:Iteration 33Q (72310.820000 sec): 3 clusters
  Score: Raw -5625428.701924 + Penalty 12204.883930 = -5613223.817995
  nChanged 90
		SP:Iteration 34Q (72310.970000 sec): 3 clusters
  Score: Raw -5625456.931044 + Penalty 12204.883930 = -5613252.047114
  nChanged 95
		SP:Iteration 35Q (72311.120000 sec): 3 clusters
  Score: Raw -5625487.353951 + Penalty 12204.883930 = -5613282.470022
  nChanged 85
		SP:Iteration 36Q (72311.260000 sec): 3 clusters
  Score: Raw -5625513.294653 + Penalty 12204.883930 = -5613308.410723
  nChanged 68
		SP:Iteration 37Q (72311.410000 sec): 3 clusters
  Score: Raw -5625532.908701 + Penalty 12204.883930 = -5613328.024772
  nChanged 66
		SP:Iteration 38Q (72311.560000 sec): 3 clusters
  Score: Raw -5625554.445049 + Penalty 12204.883930 = -5613349.561120
  nChanged 61
		SP:Iteration 39Q (72311.710000 sec): 3 clusters
  Score: Raw -5625576.465128 + Penalty 12204.883930 = -5613371.581198
  nChanged 70
		SP:Iteration 40F (72311.870000 sec): 3 clusters
  Score: Raw -5625598.195942 + Penalty 12204.883930 = -5613393.312013
  nChanged 62
		SP:Iteration 41Q (72312.020000 sec): 3 clusters
  Score: Raw -5625615.394995 + Penalty 12204.883930 = -5613410.511066
  nChanged 48
		SP:Iteration 42Q (72312.170000 sec): 3 clusters
  Score: Raw -5625629.145414 + Penalty 12204.883930 = -5613424.261484
  nChanged 50
		SP:Iteration 43Q (72312.320000 sec): 3 clusters
  Score: Raw -5625644.665355 + Penalty 12204.883930 = -5613439.781425
  nChanged 49
		SP:Iteration 44Q (72312.460000 sec): 3 clusters
  Score: Raw -5625658.268764 + Penalty 12204.883930 = -5613453.384834
  nChanged 36
		SP:Iteration 45Q (72312.610000 sec): 3 clusters
  Score: Raw -5625667.013214 + Penalty 12204.883930 = -5613462.129285
  nChanged 37
		SP:Iteration 46Q (72312.760000 sec): 3 clusters
  Score: Raw -5625678.712340 + Penalty 12204.883930 = -5613473.828411
  nChanged 31
		SP:Iteration 47Q (72312.910000 sec): 3 clusters
  Score: Raw -5625686.618690 + Penalty 12204.883930 = -5613481.734760
  nChanged 33
		SP:Iteration 48Q (72313.050000 sec): 3 clusters
  Score: Raw -5625697.675731 + Penalty 12204.883930 = -5613492.791801
  nChanged 33
		SP:Iteration 49Q (72313.200000 sec): 3 clusters
  Score: Raw -5625707.551190 + Penalty 12204.883930 = -5613502.667261
  nChanged 33
		SP:Iteration 50Q (72313.350000 sec): 3 clusters
  Score: Raw -5625716.268146 + Penalty 12204.883930 = -5613511.384216
  nChanged 25
		SP:Iteration 51Q (72313.500000 sec): 3 clusters
  Score: Raw -5625722.638674 + Penalty 12204.883930 = -5613517.754745
  nChanged 25
		SP:Iteration 52Q (72313.640000 sec): 3 clusters
  Score: Raw -5625729.756881 + Penalty 12204.883930 = -5613524.872952
  nChanged 26
		SP:Iteration 53Q (72313.790000 sec): 3 clusters
  Score: Raw -5625736.413239 + Penalty 12204.883930 = -5613531.529310
  nChanged 25
		SP:Iteration 54Q (72313.940000 sec): 3 clusters
  Score: Raw -5625743.514156 + Penalty 12204.883930 = -5613538.630226
  nChanged 18
		SP:Iteration 55Q (72314.080000 sec): 3 clusters
  Score: Raw -5625748.757332 + Penalty 12204.883930 = -5613543.873402
  nChanged 20
		SP:Iteration 56Q (72314.230000 sec): 3 clusters
  Score: Raw -5625754.254958 + Penalty 12204.883930 = -5613549.371028
  nChanged 18
		SP:Iteration 57Q (72314.380000 sec): 3 clusters
  Score: Raw -5625759.143508 + Penalty 12204.883930 = -5613554.259579
  nChanged 16
		SP:Iteration 58Q (72314.520000 sec): 3 clusters
  Score: Raw -5625764.003598 + Penalty 12204.883930 = -5613559.119669
  nChanged 16
		SP:Iteration 59Q (72314.670000 sec): 3 clusters
  Score: Raw -5625768.504839 + Penalty 12204.883930 = -5613563.620909
  nChanged 18
		SP:Iteration 60F (72314.830000 sec): 3 clusters
  Score: Raw -5625774.442411 + Penalty 12204.883930 = -5613569.558482
  nChanged 20
		SP:Iteration 61Q (72314.980000 sec): 3 clusters
  Score: Raw -5625778.962714 + Penalty 12204.883930 = -5613574.078785
  nChanged 14
		SP:Iteration 62Q (72315.120000 sec): 3 clusters
  Score: Raw -5625782.853048 + Penalty 12204.883930 = -5613577.969118
  nChanged 21
		SP:Iteration 63Q (72315.270000 sec): 3 clusters
  Score: Raw -5625787.787362 + Penalty 12204.883930 = -5613582.903432
  nChanged 15
		SP:Iteration 64Q (72315.420000 sec): 3 clusters
  Score: Raw -5625791.680038 + Penalty 12204.883930 = -5613586.796108
  nChanged 16
		SP:Iteration 65Q (72315.560000 sec): 3 clusters
  Score: Raw -5625795.804560 + Penalty 12204.883930 = -5613590.920631
  nChanged 15
		SP:Iteration 66Q (72315.710000 sec): 3 clusters
  Score: Raw -5625799.409350 + Penalty 12204.883930 = -5613594.525421
  nChanged 14
		SP:Iteration 67Q (72315.860000 sec): 3 clusters
  Score: Raw -5625802.896924 + Penalty 12204.883930 = -5613598.012995
  nChanged 12
		SP:Iteration 68Q (72316.000000 sec): 3 clusters
  Score: Raw -5625805.997450 + Penalty 12204.883930 = -5613601.113521
  nChanged 9
		SP:Iteration 69Q (72316.150000 sec): 3 clusters
  Score: Raw -5625808.257771 + Penalty 12204.883930 = -5613603.373842
  nChanged 11
		SP:Iteration 70Q (72316.290000 sec): 3 clusters
  Score: Raw -5625812.096441 + Penalty 12204.883930 = -5613607.212512
  nChanged 14
		SP:Iteration 71Q (72316.440000 sec): 3 clusters
  Score: Raw -5625816.148475 + Penalty 12204.883930 = -5613611.264545
  nChanged 15
		SP:Iteration 72Q (72316.580000 sec): 3 clusters
  Score: Raw -5625819.734624 + Penalty 12204.883930 = -5613614.850694
  nChanged 8
		SP:Iteration 73Q (72316.730000 sec): 3 clusters
  Score: Raw -5625821.703138 + Penalty 12204.883930 = -5613616.819209
  nChanged 9
		SP:Iteration 74Q (72316.880000 sec): 3 clusters
  Score: Raw -5625824.396059 + Penalty 12204.883930 = -5613619.512130
  nChanged 4
		SP:Iteration 75Q (72317.020000 sec): 3 clusters
  Score: Raw -5625825.316617 + Penalty 12204.883930 = -5613620.432688
  nChanged 5
		SP:Iteration 76Q (72317.170000 sec): 3 clusters
  Score: Raw -5625826.105421 + Penalty 12204.883930 = -5613621.221492
  nChanged 7
		SP:Iteration 77Q (72317.320000 sec): 3 clusters
  Score: Raw -5625827.823121 + Penalty 12204.883930 = -5613622.939191
  nChanged 8
		SP:Iteration 78Q (72317.460000 sec): 3 clusters
  Score: Raw -5625829.638021 + Penalty 12204.883930 = -5613624.754091
  nChanged 7
		SP:Iteration 79Q (72317.610000 sec): 3 clusters
  Score: Raw -5625831.236883 + Penalty 12204.883930 = -5613626.352953
  nChanged 9
		SP:Iteration 80F (72317.770000 sec): 3 clusters
  Score: Raw -5625833.375047 + Penalty 12204.883930 = -5613628.491117
  nChanged 7
		SP:Iteration 81Q (72317.920000 sec): 3 clusters
  Score: Raw -5625835.058342 + Penalty 12204.883930 = -5613630.174413
  nChanged 5
		SP:Iteration 82Q (72318.060000 sec): 3 clusters
  Score: Raw -5625836.244658 + Penalty 12204.883930 = -5613631.360728
  nChanged 6
		SP:Iteration 83Q (72318.210000 sec): 3 clusters
  Score: Raw -5625838.093693 + Penalty 12204.883930 = -5613633.209763
  nChanged 4
		SP:Iteration 84Q (72318.350000 sec): 3 clusters
  Score: Raw -5625839.286755 + Penalty 12204.883930 = -5613634.402825
  nChanged 7
		SP:Iteration 85Q (72318.500000 sec): 3 clusters
  Score: Raw -5625841.146541 + Penalty 12204.883930 = -5613636.262611
  nChanged 6
		SP:Iteration 86Q (72318.640000 sec): 3 clusters
  Score: Raw -5625842.226314 + Penalty 12204.883930 = -5613637.342385
  nChanged 6
		SP:Iteration 87Q (72318.790000 sec): 3 clusters
  Score: Raw -5625843.615842 + Penalty 12204.883930 = -5613638.731912
  nChanged 3
		SP:Iteration 88Q (72318.930000 sec): 3 clusters
  Score: Raw -5625844.389894 + Penalty 12204.883930 = -5613639.505964
  nChanged 4
		SP:Iteration 89Q (72319.080000 sec): 3 clusters
  Score: Raw -5625845.191374 + Penalty 12204.883930 = -5613640.307445
  nChanged 6
		SP:Iteration 90Q (72319.230000 sec): 3 clusters
  Score: Raw -5625846.727292 + Penalty 12204.883930 = -5613641.843363
  nChanged 5
		SP:Iteration 91Q (72319.370000 sec): 3 clusters
  Score: Raw -5625847.961619 + Penalty 12204.883930 = -5613643.077689
  nChanged 5
		SP:Iteration 92Q (72319.520000 sec): 3 clusters
  Score: Raw -5625849.316625 + Penalty 12204.883930 = -5613644.432695
  nChanged 5
		SP:Iteration 93Q (72319.660000 sec): 3 clusters
  Score: Raw -5625850.403844 + Penalty 12204.883930 = -5613645.519914
  nChanged 4
		SP:Iteration 94Q (72319.810000 sec): 3 clusters
  Score: Raw -5625851.994088 + Penalty 12204.883930 = -5613647.110159
  nChanged 4
		SP:Iteration 95Q (72319.950000 sec): 3 clusters
  Score: Raw -5625852.964162 + Penalty 12204.883930 = -5613648.080233
  nChanged 1
		SP:Iteration 96Q (72320.100000 sec): 3 clusters
  Score: Raw -5625853.150801 + Penalty 12204.883930 = -5613648.266872
  nChanged 1
		SP:Iteration 97Q (72320.240000 sec): 3 clusters
  Score: Raw -5625853.400180 + Penalty 12204.883930 = -5613648.516250
  nChanged 2
		SP:Iteration 98Q (72320.390000 sec): 3 clusters
  Score: Raw -5625853.992774 + Penalty 12204.883930 = -5613649.108845
  nChanged 2
		SP:Iteration 99Q (72320.530000 sec): 3 clusters
  Score: Raw -5625854.528713 + Penalty 12204.883930 = -5613649.644784
  nChanged 0
		SP:Iteration 100F (72320.690000 sec): 3 clusters
  Score: Raw -5625854.528713 + Penalty 12204.883930 = -5613649.644784
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 17 (439813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72323.650000 sec): 2 clusters
  Score: Raw -116512568.471818 + Penalty 7958.889261 = -116504609.582557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72327.060000 sec): 3 clusters
  Score: Raw -116225406.240008 + Penalty 15917.778522 = -116209488.461487
  nChanged 211165
		SP:Iteration 1F (72330.460000 sec): 3 clusters
  Score: Raw -116348535.177017 + Penalty 15917.778522 = -116332617.398496
  nChanged 10580
		SP:Iteration 2Q (72333.860000 sec): 3 clusters
  Score: Raw -116350308.338987 + Penalty 15917.778522 = -116334390.560466
  nChanged 10646
		SP:Iteration 3Q (72337.280000 sec): 3 clusters
  Score: Raw -116352328.919305 + Penalty 15917.778522 = -116336411.140783
  nChanged 11810
		SP:Iteration 4Q (72340.700000 sec): 3 clusters
  Score: Raw -116355083.583071 + Penalty 15917.778522 = -116339165.804549
  nChanged 14300
		SP:Iteration 5Q (72344.120000 sec): 3 clusters
  Score: Raw -116359600.214967 + Penalty 15917.778522 = -116343682.436445
  nChanged 19758
		SP:Iteration 6Q (72347.540000 sec): 3 clusters
  Score: Raw -116368273.178031 + Penalty 15917.778522 = -116352355.399509
  nChanged 28125
		SP:Iteration 7F (72350.920000 sec): 3 clusters
  Score: Raw -116385249.173395 + Penalty 15917.778522 = -116369331.394874
  nChanged 37832
		SP:Iteration 8F (72354.320000 sec): 3 clusters
  Score: Raw -116415639.621669 + Penalty 15917.778522 = -116399721.843148
  nChanged 42617
		SP:Iteration 9F (72357.730000 sec): 3 clusters
  Score: Raw -116456732.524847 + Penalty 15917.778522 = -116440814.746325
  nChanged 33522
		SP:Iteration 10F (72361.120000 sec): 3 clusters
  Score: Raw -116490563.657753 + Penalty 15917.778522 = -116474645.879231
  nChanged 16514
		SP:Iteration 11Q (72364.270000 sec): 3 clusters
  Score: Raw -116506457.221057 + Penalty 15917.778522 = -116490539.442535
  nChanged 5231
		SP:Iteration 12Q (72367.050000 sec): 3 clusters
  Score: Raw -116511155.305266 + Penalty 15917.778522 = -116495237.526744
  nChanged 1398
		SP:Iteration 13Q (72369.520000 sec): 3 clusters
  Score: Raw -116512496.111446 + Penalty 15917.778522 = -116496578.332925
  nChanged 347
		SP:Iteration 14Q (72371.850000 sec): 3 clusters
  Score: Raw -116512904.122381 + Penalty 15917.778522 = -116496986.343859
  nChanged 154
		SP:Iteration 15Q (72374.130000 sec): 3 clusters
  Score: Raw -116513121.111452 + Penalty 15917.778522 = -116497203.332931
  nChanged 81
		SP:Iteration 16Q (72376.390000 sec): 3 clusters
  Score: Raw -116513233.009228 + Penalty 15917.778522 = -116497315.230706
  nChanged 41
		SP:Iteration 17Q (72378.640000 sec): 3 clusters
  Score: Raw -116513292.906654 + Penalty 15917.778522 = -116497375.128132
  nChanged 29
		SP:Iteration 18Q (72380.890000 sec): 3 clusters
  Score: Raw -116513336.428040 + Penalty 15917.778522 = -116497418.649519
  nChanged 16
		SP:Iteration 19Q (72383.130000 sec): 3 clusters
  Score: Raw -116513356.906436 + Penalty 15917.778522 = -116497439.127915
  nChanged 17
		SP:Iteration 20F (72386.480000 sec): 3 clusters
  Score: Raw -116513378.796661 + Penalty 15917.778522 = -116497461.018140
  nChanged 7
		SP:Iteration 21Q (72388.730000 sec): 3 clusters
  Score: Raw -116513388.315542 + Penalty 15917.778522 = -116497470.537020
  nChanged 4
		SP:Iteration 22Q (72390.990000 sec): 3 clusters
  Score: Raw -116513394.949428 + Penalty 15917.778522 = -116497477.170906
  nChanged 4
		SP:Iteration 23Q (72393.250000 sec): 3 clusters
  Score: Raw -116513401.980317 + Penalty 15917.778522 = -116497484.201795
  nChanged 5
		SP:Iteration 24Q (72395.500000 sec): 3 clusters
  Score: Raw -116513407.966044 + Penalty 15917.778522 = -116497490.187523
  nChanged 3
		SP:Iteration 25Q (72397.770000 sec): 3 clusters
  Score: Raw -116513411.922984 + Penalty 15917.778522 = -116497494.144462
  nChanged 2
		SP:Iteration 26Q (72400.010000 sec): 3 clusters
  Score: Raw -116513415.615965 + Penalty 15917.778522 = -116497497.837444
  nChanged 1
		SP:Iteration 27Q (72402.260000 sec): 3 clusters
  Score: Raw -116513417.293526 + Penalty 15917.778522 = -116497499.515005
  nChanged 3
		SP:Iteration 28Q (72404.510000 sec): 3 clusters
  Score: Raw -116513420.227644 + Penalty 15917.778522 = -116497502.449123
  nChanged 1
		SP:Iteration 29Q (72406.750000 sec): 3 clusters
  Score: Raw -116513421.054192 + Penalty 15917.778522 = -116497503.275671
  nChanged 0
		SP:Iteration 30F (72410.100000 sec): 3 clusters
  Score: Raw -116513421.054192 + Penalty 15917.778522 = -116497503.275671
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 18 (60144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72410.740000 sec): 2 clusters
  Score: Raw -15997578.240400 + Penalty 6740.254392 = -15990837.986009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72411.190000 sec): 3 clusters
  Score: Raw -15962191.840812 + Penalty 13480.508783 = -15948711.332029
  nChanged 26671
		SP:Iteration 1F (72411.640000 sec): 3 clusters
  Score: Raw -15976564.923709 + Penalty 13480.508783 = -15963084.414925
  nChanged 2832
		SP:Iteration 2Q (72412.100000 sec): 3 clusters
  Score: Raw -15977507.409537 + Penalty 13480.508783 = -15964026.900754
  nChanged 2481
		SP:Iteration 3Q (72412.560000 sec): 3 clusters
  Score: Raw -15978285.594770 + Penalty 13480.508783 = -15964805.085987
  nChanged 2241
		SP:Iteration 4Q (72413.020000 sec): 3 clusters
  Score: Raw -15979001.292208 + Penalty 13480.508783 = -15965520.783425
  nChanged 2150
		SP:Iteration 5Q (72413.480000 sec): 3 clusters
  Score: Raw -15979731.573873 + Penalty 13480.508783 = -15966251.065089
  nChanged 2177
		SP:Iteration 6Q (72413.940000 sec): 3 clusters
  Score: Raw -15980502.010354 + Penalty 13480.508783 = -15967021.501571
  nChanged 2196
		SP:Iteration 7Q (72414.400000 sec): 3 clusters
  Score: Raw -15981337.416463 + Penalty 13480.508783 = -15967856.907680
  nChanged 2291
		SP:Iteration 8Q (72414.860000 sec): 3 clusters
  Score: Raw -15982214.348544 + Penalty 13480.508783 = -15968733.839761
  nChanged 2322
		SP:Iteration 9Q (72415.320000 sec): 3 clusters
  Score: Raw -15983100.224793 + Penalty 13480.508783 = -15969619.716010
  nChanged 2312
		SP:Iteration 10Q (72415.780000 sec): 3 clusters
  Score: Raw -15984015.804926 + Penalty 13480.508783 = -15970535.296143
  nChanged 2363
		SP:Iteration 11Q (72416.240000 sec): 3 clusters
  Score: Raw -15984992.031733 + Penalty 13480.508783 = -15971511.522950
  nChanged 2362
		SP:Iteration 12Q (72416.700000 sec): 3 clusters
  Score: Raw -15985958.322231 + Penalty 13480.508783 = -15972477.813448
  nChanged 2293
		SP:Iteration 13Q (72417.160000 sec): 3 clusters
  Score: Raw -15986924.757328 + Penalty 13480.508783 = -15973444.248545
  nChanged 2162
		SP:Iteration 14Q (72417.620000 sec): 3 clusters
  Score: Raw -15987827.308843 + Penalty 13480.508783 = -15974346.800060
  nChanged 2033
		SP:Iteration 15Q (72418.080000 sec): 3 clusters
  Score: Raw -15988654.617199 + Penalty 13480.508783 = -15975174.108416
  nChanged 1930
		SP:Iteration 16Q (72418.540000 sec): 3 clusters
  Score: Raw -15989456.471458 + Penalty 13480.508783 = -15975975.962675
  nChanged 1827
		SP:Iteration 17Q (72418.990000 sec): 3 clusters
  Score: Raw -15990250.267013 + Penalty 13480.508783 = -15976769.758230
  nChanged 1793
		SP:Iteration 18Q (72419.450000 sec): 3 clusters
  Score: Raw -15991083.892681 + Penalty 13480.508783 = -15977603.383898
  nChanged 1773
		SP:Iteration 19Q (72419.910000 sec): 3 clusters
  Score: Raw -15991958.215052 + Penalty 13480.508783 = -15978477.706269
  nChanged 1732
		SP:Iteration 20F (72420.360000 sec): 3 clusters
  Score: Raw -15992894.539784 + Penalty 13480.508783 = -15979414.031001
  nChanged 1673
		SP:Iteration 21Q (72420.820000 sec): 3 clusters
  Score: Raw -15993876.804602 + Penalty 13480.508783 = -15980396.295819
  nChanged 1505
		SP:Iteration 22Q (72421.270000 sec): 3 clusters
  Score: Raw -15994838.810068 + Penalty 13480.508783 = -15981358.301285
  nChanged 1266
		SP:Iteration 23Q (72421.720000 sec): 3 clusters
  Score: Raw -15995678.132610 + Penalty 13480.508783 = -15982197.623827
  nChanged 1019
		SP:Iteration 24Q (72422.160000 sec): 3 clusters
  Score: Raw -15996402.425378 + Penalty 13480.508783 = -15982921.916595
  nChanged 771
		SP:Iteration 25Q (72422.580000 sec): 3 clusters
  Score: Raw -15996949.448024 + Penalty 13480.508783 = -15983468.939241
  nChanged 515
		SP:Iteration 26Q (72422.990000 sec): 3 clusters
  Score: Raw -15997320.473730 + Penalty 13480.508783 = -15983839.964947
  nChanged 395
		SP:Iteration 27Q (72423.390000 sec): 3 clusters
  Score: Raw -15997630.464475 + Penalty 13480.508783 = -15984149.955692
  nChanged 278
		SP:Iteration 28Q (72423.770000 sec): 3 clusters
  Score: Raw -15997851.529965 + Penalty 13480.508783 = -15984371.021182
  nChanged 206
		SP:Iteration 29Q (72424.140000 sec): 3 clusters
  Score: Raw -15998009.682209 + Penalty 13480.508783 = -15984529.173426
  nChanged 125
		SP:Iteration 30Q (72424.510000 sec): 3 clusters
  Score: Raw -15998112.734065 + Penalty 13480.508783 = -15984632.225282
  nChanged 113
		SP:Iteration 31Q (72424.870000 sec): 3 clusters
  Score: Raw -15998207.209128 + Penalty 13480.508783 = -15984726.700345
  nChanged 73
		SP:Iteration 32Q (72425.220000 sec): 3 clusters
  Score: Raw -15998267.049854 + Penalty 13480.508783 = -15984786.541071
  nChanged 48
		SP:Iteration 33Q (72425.570000 sec): 3 clusters
  Score: Raw -15998305.058330 + Penalty 13480.508783 = -15984824.549547
  nChanged 41
		SP:Iteration 34Q (72425.910000 sec): 3 clusters
  Score: Raw -15998338.522584 + Penalty 13480.508783 = -15984858.013801
  nChanged 33
		SP:Iteration 35Q (72426.260000 sec): 3 clusters
  Score: Raw -15998362.888750 + Penalty 13480.508783 = -15984882.379967
  nChanged 23
		SP:Iteration 36Q (72426.600000 sec): 3 clusters
  Score: Raw -15998378.845603 + Penalty 13480.508783 = -15984898.336820
  nChanged 17
		SP:Iteration 37Q (72426.940000 sec): 3 clusters
  Score: Raw -15998392.074356 + Penalty 13480.508783 = -15984911.565573
  nChanged 12
		SP:Iteration 38Q (72427.280000 sec): 3 clusters
  Score: Raw -15998404.534517 + Penalty 13480.508783 = -15984924.025734
  nChanged 8
		SP:Iteration 39Q (72427.620000 sec): 3 clusters
  Score: Raw -15998411.526571 + Penalty 13480.508783 = -15984931.017788
  nChanged 9
		SP:Iteration 40F (72428.070000 sec): 3 clusters
  Score: Raw -15998421.260360 + Penalty 13480.508783 = -15984940.751577
  nChanged 7
		SP:Iteration 41Q (72428.420000 sec): 3 clusters
  Score: Raw -15998427.183651 + Penalty 13480.508783 = -15984946.674868
  nChanged 5
		SP:Iteration 42Q (72428.760000 sec): 3 clusters
  Score: Raw -15998433.390675 + Penalty 13480.508783 = -15984952.881891
  nChanged 9
		SP:Iteration 43Q (72429.100000 sec): 3 clusters
  Score: Raw -15998440.615588 + Penalty 13480.508783 = -15984960.106805
  nChanged 8
		SP:Iteration 44Q (72429.440000 sec): 3 clusters
  Score: Raw -15998447.346397 + Penalty 13480.508783 = -15984966.837614
  nChanged 5
		SP:Iteration 45Q (72429.780000 sec): 3 clusters
  Score: Raw -15998450.793526 + Penalty 13480.508783 = -15984970.284743
  nChanged 5
		SP:Iteration 46Q (72430.120000 sec): 3 clusters
  Score: Raw -15998454.146266 + Penalty 13480.508783 = -15984973.637483
  nChanged 1
		SP:Iteration 47Q (72430.450000 sec): 3 clusters
  Score: Raw -15998455.023232 + Penalty 13480.508783 = -15984974.514449
  nChanged 4
		SP:Iteration 48Q (72430.790000 sec): 3 clusters
  Score: Raw -15998458.684697 + Penalty 13480.508783 = -15984978.175914
  nChanged 3
		SP:Iteration 49Q (72431.130000 sec): 3 clusters
  Score: Raw -15998461.435310 + Penalty 13480.508783 = -15984980.926527
  nChanged 3
		SP:Iteration 50Q (72431.470000 sec): 3 clusters
  Score: Raw -15998463.506956 + Penalty 13480.508783 = -15984982.998173
  nChanged 3
		SP:Iteration 51Q (72431.800000 sec): 3 clusters
  Score: Raw -15998466.496378 + Penalty 13480.508783 = -15984985.987595
  nChanged 2
		SP:Iteration 52Q (72432.140000 sec): 3 clusters
  Score: Raw -15998468.339076 + Penalty 13480.508783 = -15984987.830293
  nChanged 2
		SP:Iteration 53Q (72432.480000 sec): 3 clusters
  Score: Raw -15998470.316944 + Penalty 13480.508783 = -15984989.808161
  nChanged 2
		SP:Iteration 54Q (72432.820000 sec): 3 clusters
  Score: Raw -15998471.671297 + Penalty 13480.508783 = -15984991.162514
  nChanged 3
		SP:Iteration 55Q (72433.160000 sec): 3 clusters
  Score: Raw -15998473.807992 + Penalty 13480.508783 = -15984993.299209
  nChanged 6
		SP:Iteration 56Q (72433.490000 sec): 3 clusters
  Score: Raw -15998478.446671 + Penalty 13480.508783 = -15984997.937888
  nChanged 6
		SP:Iteration 57Q (72433.830000 sec): 3 clusters
  Score: Raw -15998483.770546 + Penalty 13480.508783 = -15985003.261763
  nChanged 2
		SP:Iteration 58Q (72434.170000 sec): 3 clusters
  Score: Raw -15998485.871994 + Penalty 13480.508783 = -15985005.363211
  nChanged 2
		SP:Iteration 59Q (72434.500000 sec): 3 clusters
  Score: Raw -15998487.100931 + Penalty 13480.508783 = -15985006.592148
  nChanged 0
		SP:Iteration 60F (72434.950000 sec): 3 clusters
  Score: Raw -15998487.100931 + Penalty 13480.508783 = -15985006.592148
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 19 (15395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72435.090000 sec): 2 clusters
  Score: Raw -4009015.375775 + Penalty 5905.601312 = -4003109.774463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72435.200000 sec): 3 clusters
  Score: Raw -4001441.721986 + Penalty 11811.202624 = -3989630.519362
  nChanged 6016
		SP:Iteration 1F (72435.320000 sec): 3 clusters
  Score: Raw -4004898.070410 + Penalty 11811.202624 = -3993086.867786
  nChanged 1199
		SP:Iteration 2F (72435.430000 sec): 3 clusters
  Score: Raw -4005756.269061 + Penalty 11811.202624 = -3993945.066437
  nChanged 980
		SP:Iteration 3F (72435.550000 sec): 3 clusters
  Score: Raw -4006533.464391 + Penalty 11811.202624 = -3994722.261767
  nChanged 929
		SP:Iteration 4F (72435.670000 sec): 3 clusters
  Score: Raw -4007413.556954 + Penalty 11811.202624 = -3995602.354330
  nChanged 976
		SP:Iteration 5F (72435.790000 sec): 3 clusters
  Score: Raw -4008469.343838 + Penalty 11811.202624 = -3996658.141214
  nChanged 993
		SP:Iteration 6F (72435.900000 sec): 3 clusters
  Score: Raw -4009522.320326 + Penalty 11811.202624 = -3997711.117702
  nChanged 905
		SP:Iteration 7F (72436.020000 sec): 3 clusters
  Score: Raw -4010371.690681 + Penalty 11811.202624 = -3998560.488057
  nChanged 741
		SP:Iteration 8Q (72436.130000 sec): 3 clusters
  Score: Raw -4010992.127769 + Penalty 11811.202624 = -3999180.925145
  nChanged 601
		SP:Iteration 9Q (72436.240000 sec): 3 clusters
  Score: Raw -4011417.931514 + Penalty 11811.202624 = -3999606.728890
  nChanged 468
		SP:Iteration 10Q (72436.350000 sec): 3 clusters
  Score: Raw -4011718.876494 + Penalty 11811.202624 = -3999907.673870
  nChanged 357
		SP:Iteration 11Q (72436.460000 sec): 3 clusters
  Score: Raw -4011931.382599 + Penalty 11811.202624 = -4000120.179975
  nChanged 267
		SP:Iteration 12Q (72436.560000 sec): 3 clusters
  Score: Raw -4012053.685176 + Penalty 11811.202624 = -4000242.482552
  nChanged 184
		SP:Iteration 13Q (72436.670000 sec): 3 clusters
  Score: Raw -4012139.302256 + Penalty 11811.202624 = -4000328.099632
  nChanged 164
		SP:Iteration 14Q (72436.770000 sec): 3 clusters
  Score: Raw -4012210.824278 + Penalty 11811.202624 = -4000399.621654
  nChanged 129
		SP:Iteration 15Q (72436.880000 sec): 3 clusters
  Score: Raw -4012256.073424 + Penalty 11811.202624 = -4000444.870800
  nChanged 94
		SP:Iteration 16Q (72436.990000 sec): 3 clusters
  Score: Raw -4012285.646807 + Penalty 11811.202624 = -4000474.444183
  nChanged 54
		SP:Iteration 17Q (72437.090000 sec): 3 clusters
  Score: Raw -4012300.241027 + Penalty 11811.202624 = -4000489.038403
  nChanged 50
		SP:Iteration 18Q (72437.190000 sec): 3 clusters
  Score: Raw -4012314.626121 + Penalty 11811.202624 = -4000503.423497
  nChanged 43
		SP:Iteration 19Q (72437.300000 sec): 3 clusters
  Score: Raw -4012325.703706 + Penalty 11811.202624 = -4000514.501082
  nChanged 29
		SP:Iteration 20F (72437.410000 sec): 3 clusters
  Score: Raw -4012331.450572 + Penalty 11811.202624 = -4000520.247948
  nChanged 11
		SP:Iteration 21Q (72437.520000 sec): 3 clusters
  Score: Raw -4012333.514616 + Penalty 11811.202624 = -4000522.311993
  nChanged 6
		SP:Iteration 22Q (72437.630000 sec): 3 clusters
  Score: Raw -4012334.348636 + Penalty 11811.202624 = -4000523.146012
  nChanged 6
		SP:Iteration 23Q (72437.730000 sec): 3 clusters
  Score: Raw -4012335.809003 + Penalty 11811.202624 = -4000524.606380
  nChanged 6
		SP:Iteration 24Q (72437.830000 sec): 3 clusters
  Score: Raw -4012336.940438 + Penalty 11811.202624 = -4000525.737814
  nChanged 8
		SP:Iteration 25Q (72437.940000 sec): 3 clusters
  Score: Raw -4012338.542697 + Penalty 11811.202624 = -4000527.340073
  nChanged 9
		SP:Iteration 26Q (72438.040000 sec): 3 clusters
  Score: Raw -4012339.975102 + Penalty 11811.202624 = -4000528.772478
  nChanged 2
		SP:Iteration 27Q (72438.150000 sec): 3 clusters
  Score: Raw -4012340.282604 + Penalty 11811.202624 = -4000529.079980
  nChanged 3
		SP:Iteration 28Q (72438.250000 sec): 3 clusters
  Score: Raw -4012340.972996 + Penalty 11811.202624 = -4000529.770372
  nChanged 7
		SP:Iteration 29Q (72438.360000 sec): 3 clusters
  Score: Raw -4012342.449260 + Penalty 11811.202624 = -4000531.246636
  nChanged 6
		SP:Iteration 30Q (72438.460000 sec): 3 clusters
  Score: Raw -4012343.593240 + Penalty 11811.202624 = -4000532.390616
  nChanged 7
		SP:Iteration 31Q (72438.570000 sec): 3 clusters
  Score: Raw -4012344.937621 + Penalty 11811.202624 = -4000533.734997
  nChanged 3
		SP:Iteration 32Q (72438.670000 sec): 3 clusters
  Score: Raw -4012345.315861 + Penalty 11811.202624 = -4000534.113237
  nChanged 0
		SP:Iteration 33F (72438.790000 sec): 3 clusters
  Score: Raw -4012345.315861 + Penalty 11811.202624 = -4000534.113237
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 20 (215837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72440.260000 sec): 2 clusters
  Score: Raw -57594665.303762 + Penalty 7522.895748 = -57587142.408014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72441.920000 sec): 3 clusters
  Score: Raw -57457706.892934 + Penalty 15045.791496 = -57442661.101439
  nChanged 101439
		SP:Iteration 1F (72443.580000 sec): 3 clusters
  Score: Raw -57515154.818414 + Penalty 15045.791496 = -57500109.026918
  nChanged 6512
		SP:Iteration 2Q (72445.250000 sec): 3 clusters
  Score: Raw -57516488.486962 + Penalty 15045.791496 = -57501442.695466
  nChanged 6200
		SP:Iteration 3Q (72446.930000 sec): 3 clusters
  Score: Raw -57517844.661509 + Penalty 15045.791496 = -57502798.870013
  nChanged 6355
		SP:Iteration 4Q (72448.610000 sec): 3 clusters
  Score: Raw -57519381.230294 + Penalty 15045.791496 = -57504335.438798
  nChanged 6688
		SP:Iteration 5Q (72450.270000 sec): 3 clusters
  Score: Raw -57521244.946017 + Penalty 15045.791496 = -57506199.154521
  nChanged 7304
		SP:Iteration 6Q (72451.950000 sec): 3 clusters
  Score: Raw -57523663.788372 + Penalty 15045.791496 = -57508617.996876
  nChanged 8452
		SP:Iteration 7Q (72453.630000 sec): 3 clusters
  Score: Raw -57526848.699432 + Penalty 15045.791496 = -57511802.907937
  nChanged 9672
		SP:Iteration 8Q (72455.320000 sec): 3 clusters
  Score: Raw -57530923.333855 + Penalty 15045.791496 = -57515877.542359
  nChanged 10569
		SP:Iteration 9Q (72457.000000 sec): 3 clusters
  Score: Raw -57535763.188511 + Penalty 15045.791496 = -57520717.397015
  nChanged 11402
		SP:Iteration 10F (72458.670000 sec): 3 clusters
  Score: Raw -57541332.365851 + Penalty 15045.791496 = -57526286.574355
  nChanged 11489
		SP:Iteration 11F (72460.350000 sec): 3 clusters
  Score: Raw -57546858.680029 + Penalty 15045.791496 = -57531812.888533
  nChanged 10900
		SP:Iteration 12F (72462.020000 sec): 3 clusters
  Score: Raw -57551623.010175 + Penalty 15045.791496 = -57536577.218680
  nChanged 9530
		SP:Iteration 13Q (72463.690000 sec): 3 clusters
  Score: Raw -57555253.851225 + Penalty 15045.791496 = -57540208.059729
  nChanged 7884
		SP:Iteration 14Q (72465.350000 sec): 3 clusters
  Score: Raw -57558109.977731 + Penalty 15045.791496 = -57543064.186236
  nChanged 6805
		SP:Iteration 15Q (72467.010000 sec): 3 clusters
  Score: Raw -57560683.163661 + Penalty 15045.791496 = -57545637.372165
  nChanged 6280
		SP:Iteration 16Q (72468.660000 sec): 3 clusters
  Score: Raw -57563247.140807 + Penalty 15045.791496 = -57548201.349311
  nChanged 5980
		SP:Iteration 17Q (72470.320000 sec): 3 clusters
  Score: Raw -57566024.612140 + Penalty 15045.791496 = -57550978.820644
  nChanged 6085
		SP:Iteration 18Q (72471.960000 sec): 3 clusters
  Score: Raw -57569152.537314 + Penalty 15045.791496 = -57554106.745818
  nChanged 6079
		SP:Iteration 19Q (72473.590000 sec): 3 clusters
  Score: Raw -57572576.063572 + Penalty 15045.791496 = -57557530.272076
  nChanged 6025
		SP:Iteration 20F (72475.250000 sec): 3 clusters
  Score: Raw -57576157.309436 + Penalty 15045.791496 = -57561111.517940
  nChanged 5710
		SP:Iteration 21Q (72476.840000 sec): 3 clusters
  Score: Raw -57579638.653103 + Penalty 15045.791496 = -57564592.861607
  nChanged 5383
		SP:Iteration 22Q (72478.390000 sec): 3 clusters
  Score: Raw -57582813.349337 + Penalty 15045.791496 = -57567767.557841
  nChanged 4854
		SP:Iteration 23Q (72479.890000 sec): 3 clusters
  Score: Raw -57585540.015694 + Penalty 15045.791496 = -57570494.224198
  nChanged 4346
		SP:Iteration 24Q (72481.370000 sec): 3 clusters
  Score: Raw -57587954.782876 + Penalty 15045.791496 = -57572908.991380
  nChanged 3978
		SP:Iteration 25Q (72482.800000 sec): 3 clusters
  Score: Raw -57590212.725644 + Penalty 15045.791496 = -57575166.934148
  nChanged 3526
		SP:Iteration 26Q (72484.200000 sec): 3 clusters
  Score: Raw -57592253.953150 + Penalty 15045.791496 = -57577208.161654
  nChanged 3050
		SP:Iteration 27Q (72485.570000 sec): 3 clusters
  Score: Raw -57594030.816825 + Penalty 15045.791496 = -57578985.025330
  nChanged 2558
		SP:Iteration 28Q (72486.890000 sec): 3 clusters
  Score: Raw -57595468.154729 + Penalty 15045.791496 = -57580422.363233
  nChanged 2116
		SP:Iteration 29Q (72488.190000 sec): 3 clusters
  Score: Raw -57596583.454170 + Penalty 15045.791496 = -57581537.662674
  nChanged 1649
		SP:Iteration 30Q (72489.470000 sec): 3 clusters
  Score: Raw -57597366.114909 + Penalty 15045.791496 = -57582320.323413
  nChanged 1330
		SP:Iteration 31Q (72490.720000 sec): 3 clusters
  Score: Raw -57597945.179623 + Penalty 15045.791496 = -57582899.388127
  nChanged 1071
		SP:Iteration 32Q (72491.950000 sec): 3 clusters
  Score: Raw -57598357.632887 + Penalty 15045.791496 = -57583311.841391
  nChanged 816
		SP:Iteration 33Q (72493.180000 sec): 3 clusters
  Score: Raw -57598635.721877 + Penalty 15045.791496 = -57583589.930381
  nChanged 645
		SP:Iteration 34Q (72494.380000 sec): 3 clusters
  Score: Raw -57598826.803567 + Penalty 15045.791496 = -57583781.012071
  nChanged 509
		SP:Iteration 35Q (72495.580000 sec): 3 clusters
  Score: Raw -57598963.662651 + Penalty 15045.791496 = -57583917.871155
  nChanged 408
		SP:Iteration 36Q (72496.780000 sec): 3 clusters
  Score: Raw -57599054.799006 + Penalty 15045.791496 = -57584009.007510
  nChanged 299
		SP:Iteration 37Q (72497.970000 sec): 3 clusters
  Score: Raw -57599115.593308 + Penalty 15045.791496 = -57584069.801813
  nChanged 285
		SP:Iteration 38Q (72499.150000 sec): 3 clusters
  Score: Raw -57599168.733066 + Penalty 15045.791496 = -57584122.941570
  nChanged 202
		SP:Iteration 39Q (72500.330000 sec): 3 clusters
  Score: Raw -57599205.549308 + Penalty 15045.791496 = -57584159.757812
  nChanged 177
		SP:Iteration 40F (72501.990000 sec): 3 clusters
  Score: Raw -57599233.508986 + Penalty 15045.791496 = -57584187.717490
  nChanged 151
		SP:Iteration 41Q (72503.170000 sec): 3 clusters
  Score: Raw -57599256.172712 + Penalty 15045.791496 = -57584210.381216
  nChanged 137
		SP:Iteration 42Q (72504.350000 sec): 3 clusters
  Score: Raw -57599277.160604 + Penalty 15045.791496 = -57584231.369108
  nChanged 112
		SP:Iteration 43Q (72505.520000 sec): 3 clusters
  Score: Raw -57599292.517942 + Penalty 15045.791496 = -57584246.726446
  nChanged 88
		SP:Iteration 44Q (72506.700000 sec): 3 clusters
  Score: Raw -57599304.370164 + Penalty 15045.791496 = -57584258.578668
  nChanged 57
		SP:Iteration 45Q (72507.870000 sec): 3 clusters
  Score: Raw -57599311.835240 + Penalty 15045.791496 = -57584266.043744
  nChanged 49
		SP:Iteration 46Q (72509.050000 sec): 3 clusters
  Score: Raw -57599318.049163 + Penalty 15045.791496 = -57584272.257667
  nChanged 47
		SP:Iteration 47Q (72510.220000 sec): 3 clusters
  Score: Raw -57599324.018424 + Penalty 15045.791496 = -57584278.226928
  nChanged 46
		SP:Iteration 48Q (72511.390000 sec): 3 clusters
  Score: Raw -57599329.977821 + Penalty 15045.791496 = -57584284.186325
  nChanged 42
		SP:Iteration 49Q (72512.570000 sec): 3 clusters
  Score: Raw -57599334.725164 + Penalty 15045.791496 = -57584288.933668
  nChanged 30
		SP:Iteration 50Q (72513.740000 sec): 3 clusters
  Score: Raw -57599337.742139 + Penalty 15045.791496 = -57584291.950643
  nChanged 20
		SP:Iteration 51Q (72514.910000 sec): 3 clusters
  Score: Raw -57599339.873861 + Penalty 15045.791496 = -57584294.082365
  nChanged 23
		SP:Iteration 52Q (72516.080000 sec): 3 clusters
  Score: Raw -57599341.757177 + Penalty 15045.791496 = -57584295.965681
  nChanged 12
		SP:Iteration 53Q (72517.250000 sec): 3 clusters
  Score: Raw -57599343.018791 + Penalty 15045.791496 = -57584297.227296
  nChanged 14
		SP:Iteration 54Q (72518.430000 sec): 3 clusters
  Score: Raw -57599344.414040 + Penalty 15045.791496 = -57584298.622544
  nChanged 12
		SP:Iteration 55Q (72519.600000 sec): 3 clusters
  Score: Raw -57599345.801438 + Penalty 15045.791496 = -57584300.009942
  nChanged 12
		SP:Iteration 56Q (72520.770000 sec): 3 clusters
  Score: Raw -57599346.916382 + Penalty 15045.791496 = -57584301.124886
  nChanged 9
		SP:Iteration 57Q (72521.950000 sec): 3 clusters
  Score: Raw -57599347.698731 + Penalty 15045.791496 = -57584301.907235
  nChanged 7
		SP:Iteration 58Q (72523.120000 sec): 3 clusters
  Score: Raw -57599348.336815 + Penalty 15045.791496 = -57584302.545319
  nChanged 10
		SP:Iteration 59Q (72524.290000 sec): 3 clusters
  Score: Raw -57599349.244019 + Penalty 15045.791496 = -57584303.452523
  nChanged 11
		SP:Iteration 60F (72525.940000 sec): 3 clusters
  Score: Raw -57599350.584204 + Penalty 15045.791496 = -57584304.792708
  nChanged 13
		SP:Iteration 61Q (72527.120000 sec): 3 clusters
  Score: Raw -57599352.032992 + Penalty 15045.791496 = -57584306.241496
  nChanged 14
		SP:Iteration 62Q (72528.280000 sec): 3 clusters
  Score: Raw -57599353.646786 + Penalty 15045.791496 = -57584307.855290
  nChanged 18
		SP:Iteration 63Q (72529.460000 sec): 3 clusters
  Score: Raw -57599355.407739 + Penalty 15045.791496 = -57584309.616243
  nChanged 9
		SP:Iteration 64Q (72530.630000 sec): 3 clusters
  Score: Raw -57599356.239565 + Penalty 15045.791496 = -57584310.448070
  nChanged 5
		SP:Iteration 65Q (72531.810000 sec): 3 clusters
  Score: Raw -57599356.912643 + Penalty 15045.791496 = -57584311.121148
  nChanged 6
		SP:Iteration 66Q (72532.970000 sec): 3 clusters
  Score: Raw -57599357.628797 + Penalty 15045.791496 = -57584311.837301
  nChanged 11
		SP:Iteration 67Q (72534.140000 sec): 3 clusters
  Score: Raw -57599358.661245 + Penalty 15045.791496 = -57584312.869749
  nChanged 11
		SP:Iteration 68Q (72535.310000 sec): 3 clusters
  Score: Raw -57599359.527133 + Penalty 15045.791496 = -57584313.735637
  nChanged 8
		SP:Iteration 69Q (72536.480000 sec): 3 clusters
  Score: Raw -57599360.481596 + Penalty 15045.791496 = -57584314.690100
  nChanged 9
		SP:Iteration 70Q (72537.650000 sec): 3 clusters
  Score: Raw -57599361.301946 + Penalty 15045.791496 = -57584315.510450
  nChanged 13
		SP:Iteration 71Q (72538.820000 sec): 3 clusters
  Score: Raw -57599362.707474 + Penalty 15045.791496 = -57584316.915978
  nChanged 8
		SP:Iteration 72Q (72539.990000 sec): 3 clusters
  Score: Raw -57599363.370138 + Penalty 15045.791496 = -57584317.578642
  nChanged 11
		SP:Iteration 73Q (72541.160000 sec): 3 clusters
  Score: Raw -57599365.006810 + Penalty 15045.791496 = -57584319.215314
  nChanged 15
		SP:Iteration 74Q (72542.330000 sec): 3 clusters
  Score: Raw -57599366.736802 + Penalty 15045.791496 = -57584320.945306
  nChanged 19
		SP:Iteration 75Q (72543.500000 sec): 3 clusters
  Score: Raw -57599368.694200 + Penalty 15045.791496 = -57584322.902704
  nChanged 15
		SP:Iteration 76Q (72544.670000 sec): 3 clusters
  Score: Raw -57599370.118554 + Penalty 15045.791496 = -57584324.327058
  nChanged 11
		SP:Iteration 77Q (72545.830000 sec): 3 clusters
  Score: Raw -57599371.246073 + Penalty 15045.791496 = -57584325.454577
  nChanged 12
		SP:Iteration 78Q (72547.000000 sec): 3 clusters
  Score: Raw -57599372.157323 + Penalty 15045.791496 = -57584326.365827
  nChanged 11
		SP:Iteration 79Q (72548.170000 sec): 3 clusters
  Score: Raw -57599372.916715 + Penalty 15045.791496 = -57584327.125219
  nChanged 8
		SP:Iteration 80F (72549.830000 sec): 3 clusters
  Score: Raw -57599373.739064 + Penalty 15045.791496 = -57584327.947568
  nChanged 10
		SP:Iteration 81Q (72551.000000 sec): 3 clusters
  Score: Raw -57599375.088520 + Penalty 15045.791496 = -57584329.297024
  nChanged 10
		SP:Iteration 82Q (72552.170000 sec): 3 clusters
  Score: Raw -57599376.094927 + Penalty 15045.791496 = -57584330.303432
  nChanged 15
		SP:Iteration 83Q (72553.330000 sec): 3 clusters
  Score: Raw -57599377.449928 + Penalty 15045.791496 = -57584331.658432
  nChanged 11
		SP:Iteration 84Q (72554.500000 sec): 3 clusters
  Score: Raw -57599378.284134 + Penalty 15045.791496 = -57584332.492639
  nChanged 2
		SP:Iteration 85Q (72555.680000 sec): 3 clusters
  Score: Raw -57599378.442118 + Penalty 15045.791496 = -57584332.650622
  nChanged 3
		SP:Iteration 86Q (72556.840000 sec): 3 clusters
  Score: Raw -57599378.670731 + Penalty 15045.791496 = -57584332.879235
  nChanged 5
		SP:Iteration 87Q (72558.010000 sec): 3 clusters
  Score: Raw -57599379.108343 + Penalty 15045.791496 = -57584333.316847
  nChanged 7
		SP:Iteration 88Q (72559.180000 sec): 3 clusters
  Score: Raw -57599379.654028 + Penalty 15045.791496 = -57584333.862532
  nChanged 6
		SP:Iteration 89Q (72560.370000 sec): 3 clusters
  Score: Raw -57599380.119269 + Penalty 15045.791496 = -57584334.327773
  nChanged 5
		SP:Iteration 90Q (72561.540000 sec): 3 clusters
  Score: Raw -57599380.452406 + Penalty 15045.791496 = -57584334.660910
  nChanged 4
		SP:Iteration 91Q (72562.700000 sec): 3 clusters
  Score: Raw -57599380.729850 + Penalty 15045.791496 = -57584334.938354
  nChanged 2
		SP:Iteration 92Q (72563.870000 sec): 3 clusters
  Score: Raw -57599380.832680 + Penalty 15045.791496 = -57584335.041184
  nChanged 2
		SP:Iteration 93Q (72565.040000 sec): 3 clusters
  Score: Raw -57599380.959260 + Penalty 15045.791496 = -57584335.167764
  nChanged 1
		SP:Iteration 94Q (72566.210000 sec): 3 clusters
  Score: Raw -57599380.993102 + Penalty 15045.791496 = -57584335.201606
  nChanged 0
		SP:Iteration 95F (72567.870000 sec): 3 clusters
  Score: Raw -57599380.993102 + Penalty 15045.791496 = -57584335.201606
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 21 (12115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72568.070000 sec): 2 clusters
  Score: Raw -3106277.776733 + Penalty 5758.847275 = -3100518.929458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72568.170000 sec): 3 clusters
  Score: Raw -3100521.851859 + Penalty 11517.694551 = -3089004.157308
  nChanged 4664
		SP:Iteration 1F (72568.250000 sec): 3 clusters
  Score: Raw -3103344.462767 + Penalty 11517.694551 = -3091826.768216
  nChanged 967
		SP:Iteration 2F (72568.350000 sec): 3 clusters
  Score: Raw -3103961.642905 + Penalty 11517.694551 = -3092443.948354
  nChanged 638
		SP:Iteration 3F (72568.440000 sec): 3 clusters
  Score: Raw -3104385.787233 + Penalty 11517.694551 = -3092868.092682
  nChanged 536
		SP:Iteration 4Q (72568.530000 sec): 3 clusters
  Score: Raw -3104765.218751 + Penalty 11517.694551 = -3093247.524200
  nChanged 519
		SP:Iteration 5Q (72568.620000 sec): 3 clusters
  Score: Raw -3105154.338869 + Penalty 11517.694551 = -3093636.644318
  nChanged 510
		SP:Iteration 6Q (72568.710000 sec): 3 clusters
  Score: Raw -3105553.908893 + Penalty 11517.694551 = -3094036.214342
  nChanged 514
		SP:Iteration 7Q (72568.800000 sec): 3 clusters
  Score: Raw -3105999.332532 + Penalty 11517.694551 = -3094481.637981
  nChanged 518
		SP:Iteration 8Q (72568.890000 sec): 3 clusters
  Score: Raw -3106502.119487 + Penalty 11517.694551 = -3094984.424936
  nChanged 532
		SP:Iteration 9Q (72568.970000 sec): 3 clusters
  Score: Raw -3107003.302375 + Penalty 11517.694551 = -3095485.607825
  nChanged 485
		SP:Iteration 10Q (72569.060000 sec): 3 clusters
  Score: Raw -3107424.332595 + Penalty 11517.694551 = -3095906.638044
  nChanged 398
		SP:Iteration 11Q (72569.150000 sec): 3 clusters
  Score: Raw -3107767.219586 + Penalty 11517.694551 = -3096249.525035
  nChanged 368
		SP:Iteration 12Q (72569.230000 sec): 3 clusters
  Score: Raw -3108077.924071 + Penalty 11517.694551 = -3096560.229520
  nChanged 345
		SP:Iteration 13Q (72569.320000 sec): 3 clusters
  Score: Raw -3108404.869606 + Penalty 11517.694551 = -3096887.175056
  nChanged 329
		SP:Iteration 14Q (72569.400000 sec): 3 clusters
  Score: Raw -3108771.653189 + Penalty 11517.694551 = -3097253.958638
  nChanged 300
		SP:Iteration 15Q (72569.480000 sec): 3 clusters
  Score: Raw -3109188.250931 + Penalty 11517.694551 = -3097670.556381
  nChanged 297
		SP:Iteration 16Q (72569.560000 sec): 3 clusters
  Score: Raw -3109512.977958 + Penalty 11517.694551 = -3097995.283407
  nChanged 253
		SP:Iteration 17Q (72569.640000 sec): 3 clusters
  Score: Raw -3109728.354553 + Penalty 11517.694551 = -3098210.660002
  nChanged 198
		SP:Iteration 18Q (72569.720000 sec): 3 clusters
  Score: Raw -3109900.384004 + Penalty 11517.694551 = -3098382.689454
  nChanged 186
		SP:Iteration 19Q (72569.800000 sec): 3 clusters
  Score: Raw -3110044.358105 + Penalty 11517.694551 = -3098526.663554
  nChanged 145
		SP:Iteration 20F (72569.890000 sec): 3 clusters
  Score: Raw -3110140.538054 + Penalty 11517.694551 = -3098622.843504
  nChanged 131
		SP:Iteration 21Q (72569.970000 sec): 3 clusters
  Score: Raw -3110220.955336 + Penalty 11517.694551 = -3098703.260785
  nChanged 104
		SP:Iteration 22Q (72570.040000 sec): 3 clusters
  Score: Raw -3110275.505042 + Penalty 11517.694551 = -3098757.810491
  nChanged 85
		SP:Iteration 23Q (72570.120000 sec): 3 clusters
  Score: Raw -3110324.097878 + Penalty 11517.694551 = -3098806.403327
  nChanged 100
		SP:Iteration 24Q (72570.190000 sec): 3 clusters
  Score: Raw -3110389.220786 + Penalty 11517.694551 = -3098871.526235
  nChanged 106
		SP:Iteration 25Q (72570.270000 sec): 3 clusters
  Score: Raw -3110459.805986 + Penalty 11517.694551 = -3098942.111436
  nChanged 109
		SP:Iteration 26Q (72570.350000 sec): 3 clusters
  Score: Raw -3110524.391537 + Penalty 11517.694551 = -3099006.696987
  nChanged 89
		SP:Iteration 27Q (72570.420000 sec): 3 clusters
  Score: Raw -3110577.937374 + Penalty 11517.694551 = -3099060.242824
  nChanged 97
		SP:Iteration 28Q (72570.500000 sec): 3 clusters
  Score: Raw -3110627.501838 + Penalty 11517.694551 = -3099109.807287
  nChanged 81
		SP:Iteration 29Q (72570.570000 sec): 3 clusters
  Score: Raw -3110675.068640 + Penalty 11517.694551 = -3099157.374090
  nChanged 77
		SP:Iteration 30Q (72570.650000 sec): 3 clusters
  Score: Raw -3110727.547665 + Penalty 11517.694551 = -3099209.853114
  nChanged 79
		SP:Iteration 31Q (72570.720000 sec): 3 clusters
  Score: Raw -3110783.069073 + Penalty 11517.694551 = -3099265.374522
  nChanged 98
		SP:Iteration 32Q (72570.800000 sec): 3 clusters
  Score: Raw -3110856.996501 + Penalty 11517.694551 = -3099339.301950
  nChanged 95
		SP:Iteration 33Q (72570.870000 sec): 3 clusters
  Score: Raw -3110925.360263 + Penalty 11517.694551 = -3099407.665713
  nChanged 106
		SP:Iteration 34Q (72570.950000 sec): 3 clusters
  Score: Raw -3111009.257735 + Penalty 11517.694551 = -3099491.563184
  nChanged 99
		SP:Iteration 35Q (72571.020000 sec): 3 clusters
  Score: Raw -3111084.891051 + Penalty 11517.694551 = -3099567.196501
  nChanged 108
		SP:Iteration 36Q (72571.100000 sec): 3 clusters
  Score: Raw -3111177.008086 + Penalty 11517.694551 = -3099659.313536
  nChanged 99
		SP:Iteration 37Q (72571.170000 sec): 3 clusters
  Score: Raw -3111244.606359 + Penalty 11517.694551 = -3099726.911808
  nChanged 82
		SP:Iteration 38Q (72571.250000 sec): 3 clusters
  Score: Raw -3111295.358832 + Penalty 11517.694551 = -3099777.664281
  nChanged 67
		SP:Iteration 39Q (72571.320000 sec): 3 clusters
  Score: Raw -3111335.945290 + Penalty 11517.694551 = -3099818.250740
  nChanged 59
		SP:Iteration 40F (72571.410000 sec): 3 clusters
  Score: Raw -3111373.206834 + Penalty 11517.694551 = -3099855.512283
  nChanged 55
		SP:Iteration 41Q (72571.490000 sec): 3 clusters
  Score: Raw -3111405.585342 + Penalty 11517.694551 = -3099887.890792
  nChanged 41
		SP:Iteration 42Q (72571.560000 sec): 3 clusters
  Score: Raw -3111422.517337 + Penalty 11517.694551 = -3099904.822786
  nChanged 37
		SP:Iteration 43Q (72571.640000 sec): 3 clusters
  Score: Raw -3111438.913466 + Penalty 11517.694551 = -3099921.218915
  nChanged 19
		SP:Iteration 44Q (72571.710000 sec): 3 clusters
  Score: Raw -3111445.462934 + Penalty 11517.694551 = -3099927.768383
  nChanged 15
		SP:Iteration 45Q (72571.790000 sec): 3 clusters
  Score: Raw -3111449.870743 + Penalty 11517.694551 = -3099932.176193
  nChanged 9
		SP:Iteration 46Q (72571.860000 sec): 3 clusters
  Score: Raw -3111452.732669 + Penalty 11517.694551 = -3099935.038118
  nChanged 13
		SP:Iteration 47Q (72571.930000 sec): 3 clusters
  Score: Raw -3111456.829116 + Penalty 11517.694551 = -3099939.134565
  nChanged 9
		SP:Iteration 48Q (72572.010000 sec): 3 clusters
  Score: Raw -3111460.166000 + Penalty 11517.694551 = -3099942.471449
  nChanged 4
		SP:Iteration 49Q (72572.080000 sec): 3 clusters
  Score: Raw -3111462.621336 + Penalty 11517.694551 = -3099944.926785
  nChanged 4
		SP:Iteration 50Q (72572.150000 sec): 3 clusters
  Score: Raw -3111463.585955 + Penalty 11517.694551 = -3099945.891404
  nChanged 2
		SP:Iteration 51Q (72572.240000 sec): 3 clusters
  Score: Raw -3111464.363084 + Penalty 11517.694551 = -3099946.668533
  nChanged 0
		SP:Iteration 52F (72572.330000 sec): 3 clusters
  Score: Raw -3111464.363084 + Penalty 11517.694551 = -3099946.668533
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 22 (21054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72572.480000 sec): 2 clusters
  Score: Raw -5610534.440564 + Penalty 6097.343080 = -5604437.097484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72572.640000 sec): 3 clusters
  Score: Raw -5599403.415812 + Penalty 12194.686160 = -5587208.729652
  nChanged 8614
		SP:Iteration 1F (72572.800000 sec): 3 clusters
  Score: Raw -5604242.509269 + Penalty 12194.686160 = -5592047.823109
  nChanged 1590
		SP:Iteration 2F (72572.960000 sec): 3 clusters
  Score: Raw -5605332.310617 + Penalty 12194.686160 = -5593137.624457
  nChanged 1260
		SP:Iteration 3F (72573.120000 sec): 3 clusters
  Score: Raw -5606183.125507 + Penalty 12194.686160 = -5593988.439347
  nChanged 1115
		SP:Iteration 4F (72573.290000 sec): 3 clusters
  Score: Raw -5606857.123325 + Penalty 12194.686160 = -5594662.437166
  nChanged 963
		SP:Iteration 5Q (72573.450000 sec): 3 clusters
  Score: Raw -5607377.669436 + Penalty 12194.686160 = -5595182.983276
  nChanged 842
		SP:Iteration 6Q (72573.610000 sec): 3 clusters
  Score: Raw -5607803.571951 + Penalty 12194.686160 = -5595608.885791
  nChanged 816
		SP:Iteration 7Q (72573.770000 sec): 3 clusters
  Score: Raw -5608190.101751 + Penalty 12194.686160 = -5595995.415592
  nChanged 729
		SP:Iteration 8Q (72573.930000 sec): 3 clusters
  Score: Raw -5608523.082057 + Penalty 12194.686160 = -5596328.395897
  nChanged 672
		SP:Iteration 9Q (72574.090000 sec): 3 clusters
  Score: Raw -5608834.028265 + Penalty 12194.686160 = -5596639.342105
  nChanged 700
		SP:Iteration 10Q (72574.250000 sec): 3 clusters
  Score: Raw -5609202.271845 + Penalty 12194.686160 = -5597007.585685
  nChanged 772
		SP:Iteration 11Q (72574.400000 sec): 3 clusters
  Score: Raw -5609671.332653 + Penalty 12194.686160 = -5597476.646493
  nChanged 841
		SP:Iteration 12Q (72574.560000 sec): 3 clusters
  Score: Raw -5610214.570628 + Penalty 12194.686160 = -5598019.884468
  nChanged 848
		SP:Iteration 13Q (72574.720000 sec): 3 clusters
  Score: Raw -5610762.358803 + Penalty 12194.686160 = -5598567.672643
  nChanged 794
		SP:Iteration 14Q (72574.880000 sec): 3 clusters
  Score: Raw -5611237.459394 + Penalty 12194.686160 = -5599042.773234
  nChanged 701
		SP:Iteration 15Q (72575.040000 sec): 3 clusters
  Score: Raw -5611620.764726 + Penalty 12194.686160 = -5599426.078566
  nChanged 582
		SP:Iteration 16Q (72575.200000 sec): 3 clusters
  Score: Raw -5611927.153585 + Penalty 12194.686160 = -5599732.467425
  nChanged 478
		SP:Iteration 17Q (72575.360000 sec): 3 clusters
  Score: Raw -5612142.871356 + Penalty 12194.686160 = -5599948.185196
  nChanged 357
		SP:Iteration 18Q (72575.520000 sec): 3 clusters
  Score: Raw -5612283.874247 + Penalty 12194.686160 = -5600089.188087
  nChanged 303
		SP:Iteration 19Q (72575.670000 sec): 3 clusters
  Score: Raw -5612397.437839 + Penalty 12194.686160 = -5600202.751679
  nChanged 255
		SP:Iteration 20F (72575.830000 sec): 3 clusters
  Score: Raw -5612488.191874 + Penalty 12194.686160 = -5600293.505714
  nChanged 202
		SP:Iteration 21Q (72575.990000 sec): 3 clusters
  Score: Raw -5612550.733157 + Penalty 12194.686160 = -5600356.046997
  nChanged 155
		SP:Iteration 22Q (72576.150000 sec): 3 clusters
  Score: Raw -5612594.822077 + Penalty 12194.686160 = -5600400.135917
  nChanged 135
		SP:Iteration 23Q (72576.310000 sec): 3 clusters
  Score: Raw -5612632.825928 + Penalty 12194.686160 = -5600438.139768
  nChanged 107
		SP:Iteration 24Q (72576.470000 sec): 3 clusters
  Score: Raw -5612657.137495 + Penalty 12194.686160 = -5600462.451335
  nChanged 84
		SP:Iteration 25Q (72576.630000 sec): 3 clusters
  Score: Raw -5612677.936152 + Penalty 12194.686160 = -5600483.249992
  nChanged 81
		SP:Iteration 26Q (72576.790000 sec): 3 clusters
  Score: Raw -5612698.282138 + Penalty 12194.686160 = -5600503.595978
  nChanged 75
		SP:Iteration 27Q (72576.950000 sec): 3 clusters
  Score: Raw -5612715.905604 + Penalty 12194.686160 = -5600521.219444
  nChanged 52
		SP:Iteration 28Q (72577.110000 sec): 3 clusters
  Score: Raw -5612726.280719 + Penalty 12194.686160 = -5600531.594559
  nChanged 36
		SP:Iteration 29Q (72577.260000 sec): 3 clusters
  Score: Raw -5612734.256907 + Penalty 12194.686160 = -5600539.570747
  nChanged 27
		SP:Iteration 30Q (72577.420000 sec): 3 clusters
  Score: Raw -5612739.915257 + Penalty 12194.686160 = -5600545.229097
  nChanged 31
		SP:Iteration 31Q (72577.580000 sec): 3 clusters
  Score: Raw -5612745.948743 + Penalty 12194.686160 = -5600551.262583
  nChanged 26
		SP:Iteration 32Q (72577.740000 sec): 3 clusters
  Score: Raw -5612750.429697 + Penalty 12194.686160 = -5600555.743537
  nChanged 16
		SP:Iteration 33Q (72577.900000 sec): 3 clusters
  Score: Raw -5612753.504070 + Penalty 12194.686160 = -5600558.817910
  nChanged 18
		SP:Iteration 34Q (72578.060000 sec): 3 clusters
  Score: Raw -5612756.047361 + Penalty 12194.686160 = -5600561.361201
  nChanged 16
		SP:Iteration 35Q (72578.220000 sec): 3 clusters
  Score: Raw -5612758.708504 + Penalty 12194.686160 = -5600564.022344
  nChanged 16
		SP:Iteration 36Q (72578.380000 sec): 3 clusters
  Score: Raw -5612761.333243 + Penalty 12194.686160 = -5600566.647083
  nChanged 14
		SP:Iteration 37Q (72578.540000 sec): 3 clusters
  Score: Raw -5612763.621575 + Penalty 12194.686160 = -5600568.935415
  nChanged 6
		SP:Iteration 38Q (72578.700000 sec): 3 clusters
  Score: Raw -5612764.578263 + Penalty 12194.686160 = -5600569.892103
  nChanged 6
		SP:Iteration 39Q (72578.860000 sec): 3 clusters
  Score: Raw -5612765.463519 + Penalty 12194.686160 = -5600570.777359
  nChanged 5
		SP:Iteration 40F (72579.020000 sec): 3 clusters
  Score: Raw -5612766.005368 + Penalty 12194.686160 = -5600571.319209
  nChanged 8
		SP:Iteration 41Q (72579.180000 sec): 3 clusters
  Score: Raw -5612767.165213 + Penalty 12194.686160 = -5600572.479053
  nChanged 6
		SP:Iteration 42Q (72579.340000 sec): 3 clusters
  Score: Raw -5612768.225053 + Penalty 12194.686160 = -5600573.538894
  nChanged 6
		SP:Iteration 43Q (72579.500000 sec): 3 clusters
  Score: Raw -5612769.209194 + Penalty 12194.686160 = -5600574.523034
  nChanged 3
		SP:Iteration 44Q (72579.660000 sec): 3 clusters
  Score: Raw -5612769.656544 + Penalty 12194.686160 = -5600574.970384
  nChanged 1
		SP:Iteration 45Q (72579.820000 sec): 3 clusters
  Score: Raw -5612769.775774 + Penalty 12194.686160 = -5600575.089614
  nChanged 1
		SP:Iteration 46Q (72579.980000 sec): 3 clusters
  Score: Raw -5612769.961222 + Penalty 12194.686160 = -5600575.275063
  nChanged 2
		SP:Iteration 47Q (72580.140000 sec): 3 clusters
  Score: Raw -5612770.216658 + Penalty 12194.686160 = -5600575.530498
  nChanged 2
		SP:Iteration 48Q (72580.300000 sec): 3 clusters
  Score: Raw -5612770.646243 + Penalty 12194.686160 = -5600575.960083
  nChanged 2
		SP:Iteration 49Q (72580.460000 sec): 3 clusters
  Score: Raw -5612771.144972 + Penalty 12194.686160 = -5600576.458812
  nChanged 0
		SP:Iteration 50F (72580.620000 sec): 3 clusters
  Score: Raw -5612771.144972 + Penalty 12194.686160 = -5600576.458812
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 23 (5751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72580.670000 sec): 2 clusters
  Score: Raw -1488434.514019 + Penalty 5302.491532 = -1483132.022487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72580.720000 sec): 3 clusters
  Score: Raw -1486214.238407 + Penalty 10604.983064 = -1475609.255343
  nChanged 1867
		SP:Iteration 1F (72580.760000 sec): 3 clusters
  Score: Raw -1487578.400040 + Penalty 10604.983064 = -1476973.416976
  nChanged 469
		SP:Iteration 2F (72580.800000 sec): 3 clusters
  Score: Raw -1487997.343741 + Penalty 10604.983064 = -1477392.360677
  nChanged 277
		SP:Iteration 3Q (72580.840000 sec): 3 clusters
  Score: Raw -1488227.618119 + Penalty 10604.983064 = -1477622.635055
  nChanged 185
		SP:Iteration 4Q (72580.890000 sec): 3 clusters
  Score: Raw -1488370.966197 + Penalty 10604.983064 = -1477765.983133
  nChanged 142
		SP:Iteration 5Q (72580.930000 sec): 3 clusters
  Score: Raw -1488478.725516 + Penalty 10604.983064 = -1477873.742452
  nChanged 119
		SP:Iteration 6Q (72580.970000 sec): 3 clusters
  Score: Raw -1488561.761761 + Penalty 10604.983064 = -1477956.778697
  nChanged 109
		SP:Iteration 7Q (72581.020000 sec): 3 clusters
  Score: Raw -1488641.189221 + Penalty 10604.983064 = -1478036.206157
  nChanged 82
		SP:Iteration 8Q (72581.060000 sec): 3 clusters
  Score: Raw -1488695.359162 + Penalty 10604.983064 = -1478090.376099
  nChanged 66
		SP:Iteration 9Q (72581.100000 sec): 3 clusters
  Score: Raw -1488742.957197 + Penalty 10604.983064 = -1478137.974133
  nChanged 68
		SP:Iteration 10Q (72581.140000 sec): 3 clusters
  Score: Raw -1488786.568014 + Penalty 10604.983064 = -1478181.584950
  nChanged 61
		SP:Iteration 11Q (72581.180000 sec): 3 clusters
  Score: Raw -1488821.034749 + Penalty 10604.983064 = -1478216.051685
  nChanged 60
		SP:Iteration 12Q (72581.230000 sec): 3 clusters
  Score: Raw -1488857.558480 + Penalty 10604.983064 = -1478252.575417
  nChanged 58
		SP:Iteration 13Q (72581.270000 sec): 3 clusters
  Score: Raw -1488894.292771 + Penalty 10604.983064 = -1478289.309708
  nChanged 40
		SP:Iteration 14Q (72581.310000 sec): 3 clusters
  Score: Raw -1488920.242927 + Penalty 10604.983064 = -1478315.259863
  nChanged 32
		SP:Iteration 15Q (72581.350000 sec): 3 clusters
  Score: Raw -1488938.559041 + Penalty 10604.983064 = -1478333.575977
  nChanged 33
		SP:Iteration 16Q (72581.400000 sec): 3 clusters
  Score: Raw -1488957.695789 + Penalty 10604.983064 = -1478352.712725
  nChanged 30
		SP:Iteration 17Q (72581.440000 sec): 3 clusters
  Score: Raw -1488975.381938 + Penalty 10604.983064 = -1478370.398874
  nChanged 25
		SP:Iteration 18Q (72581.480000 sec): 3 clusters
  Score: Raw -1488990.002105 + Penalty 10604.983064 = -1478385.019041
  nChanged 22
		SP:Iteration 19Q (72581.520000 sec): 3 clusters
  Score: Raw -1489002.749624 + Penalty 10604.983064 = -1478397.766560
  nChanged 20
		SP:Iteration 20F (72581.560000 sec): 3 clusters
  Score: Raw -1489013.803050 + Penalty 10604.983064 = -1478408.819986
  nChanged 20
		SP:Iteration 21Q (72581.600000 sec): 3 clusters
  Score: Raw -1489025.945116 + Penalty 10604.983064 = -1478420.962053
  nChanged 10
		SP:Iteration 22Q (72581.650000 sec): 3 clusters
  Score: Raw -1489030.219009 + Penalty 10604.983064 = -1478425.235945
  nChanged 7
		SP:Iteration 23Q (72581.690000 sec): 3 clusters
  Score: Raw -1489034.416690 + Penalty 10604.983064 = -1478429.433626
  nChanged 10
		SP:Iteration 24Q (72581.730000 sec): 3 clusters
  Score: Raw -1489039.920131 + Penalty 10604.983064 = -1478434.937067
  nChanged 9
		SP:Iteration 25Q (72581.770000 sec): 3 clusters
  Score: Raw -1489043.957296 + Penalty 10604.983064 = -1478438.974232
  nChanged 10
		SP:Iteration 26Q (72581.820000 sec): 3 clusters
  Score: Raw -1489050.469166 + Penalty 10604.983064 = -1478445.486103
  nChanged 15
		SP:Iteration 27Q (72581.860000 sec): 3 clusters
  Score: Raw -1489059.310924 + Penalty 10604.983064 = -1478454.327861
  nChanged 14
		SP:Iteration 28Q (72581.900000 sec): 3 clusters
  Score: Raw -1489067.014268 + Penalty 10604.983064 = -1478462.031204
  nChanged 14
		SP:Iteration 29Q (72581.940000 sec): 3 clusters
  Score: Raw -1489074.419127 + Penalty 10604.983064 = -1478469.436064
  nChanged 13
		SP:Iteration 30Q (72581.980000 sec): 3 clusters
  Score: Raw -1489081.616074 + Penalty 10604.983064 = -1478476.633011
  nChanged 8
		SP:Iteration 31Q (72582.020000 sec): 3 clusters
  Score: Raw -1489085.965688 + Penalty 10604.983064 = -1478480.982624
  nChanged 7
		SP:Iteration 32Q (72582.070000 sec): 3 clusters
  Score: Raw -1489089.841863 + Penalty 10604.983064 = -1478484.858799
  nChanged 8
		SP:Iteration 33Q (72582.110000 sec): 3 clusters
  Score: Raw -1489093.270368 + Penalty 10604.983064 = -1478488.287304
  nChanged 8
		SP:Iteration 34Q (72582.150000 sec): 3 clusters
  Score: Raw -1489096.589964 + Penalty 10604.983064 = -1478491.606900
  nChanged 8
		SP:Iteration 35Q (72582.190000 sec): 3 clusters
  Score: Raw -1489101.321918 + Penalty 10604.983064 = -1478496.338854
  nChanged 9
		SP:Iteration 36Q (72582.240000 sec): 3 clusters
  Score: Raw -1489105.502987 + Penalty 10604.983064 = -1478500.519924
  nChanged 6
		SP:Iteration 37Q (72582.280000 sec): 3 clusters
  Score: Raw -1489107.793635 + Penalty 10604.983064 = -1478502.810571
  nChanged 7
		SP:Iteration 38Q (72582.320000 sec): 3 clusters
  Score: Raw -1489111.210464 + Penalty 10604.983064 = -1478506.227400
  nChanged 2
		SP:Iteration 39Q (72582.360000 sec): 3 clusters
  Score: Raw -1489112.575027 + Penalty 10604.983064 = -1478507.591963
  nChanged 6
		SP:Iteration 40F (72582.400000 sec): 3 clusters
  Score: Raw -1489116.883674 + Penalty 10604.983064 = -1478511.900610
  nChanged 5
		SP:Iteration 41Q (72582.450000 sec): 3 clusters
  Score: Raw -1489119.863097 + Penalty 10604.983064 = -1478514.880033
  nChanged 4
		SP:Iteration 42Q (72582.490000 sec): 3 clusters
  Score: Raw -1489121.988707 + Penalty 10604.983064 = -1478517.005643
  nChanged 4
		SP:Iteration 43Q (72582.530000 sec): 3 clusters
  Score: Raw -1489123.427052 + Penalty 10604.983064 = -1478518.443989
  nChanged 2
		SP:Iteration 44Q (72582.570000 sec): 3 clusters
  Score: Raw -1489124.339669 + Penalty 10604.983064 = -1478519.356606
  nChanged 1
		SP:Iteration 45Q (72582.620000 sec): 3 clusters
  Score: Raw -1489124.634214 + Penalty 10604.983064 = -1478519.651150
  nChanged 1
		SP:Iteration 46Q (72582.660000 sec): 3 clusters
  Score: Raw -1489125.237546 + Penalty 10604.983064 = -1478520.254482
  nChanged 3
		SP:Iteration 47Q (72582.700000 sec): 3 clusters
  Score: Raw -1489126.303912 + Penalty 10604.983064 = -1478521.320848
  nChanged 2
		SP:Iteration 48Q (72582.740000 sec): 3 clusters
  Score: Raw -1489127.608303 + Penalty 10604.983064 = -1478522.625239
  nChanged 0
		SP:Iteration 49F (72582.780000 sec): 3 clusters
  Score: Raw -1489127.608303 + Penalty 10604.983064 = -1478522.625239
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72582.800000 sec): 2 clusters
  Score: Raw -406697.877281 + Penalty 4497.848565 = -402200.028715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72582.810000 sec): 3 clusters
  Score: Raw -406604.823325 + Penalty 8995.697131 = -397609.126194
  nChanged 309
		SP:Iteration 1F (72582.820000 sec): 3 clusters
  Score: Raw -407166.847434 + Penalty 8995.697131 = -398171.150303
  nChanged 85
		SP:Iteration 2F (72582.840000 sec): 3 clusters
  Score: Raw -407386.468720 + Penalty 8995.697131 = -398390.771590
  nChanged 50
		SP:Iteration 3Q (72582.850000 sec): 3 clusters
  Score: Raw -407556.271414 + Penalty 8995.697131 = -398560.574283
  nChanged 40
		SP:Iteration 4Q (72582.860000 sec): 3 clusters
  Score: Raw -407636.901273 + Penalty 8995.697131 = -398641.204142
  nChanged 29
		SP:Iteration 5Q (72582.870000 sec): 3 clusters
  Score: Raw -407698.542066 + Penalty 8995.697131 = -398702.844935
  nChanged 20
		SP:Iteration 6Q (72582.880000 sec): 3 clusters
  Score: Raw -407736.927525 + Penalty 8995.697131 = -398741.230394
  nChanged 16
		SP:Iteration 7Q (72582.890000 sec): 3 clusters
  Score: Raw -407765.708648 + Penalty 8995.697131 = -398770.011518
  nChanged 9
		SP:Iteration 8Q (72582.900000 sec): 3 clusters
  Score: Raw -407781.921371 + Penalty 8995.697131 = -398786.224240
  nChanged 7
		SP:Iteration 9Q (72582.910000 sec): 3 clusters
  Score: Raw -407794.416503 + Penalty 8995.697131 = -398798.719372
  nChanged 2
		SP:Iteration 10Q (72582.920000 sec): 3 clusters
  Score: Raw -407798.744564 + Penalty 8995.697131 = -398803.047433
  nChanged 5
		SP:Iteration 11Q (72582.940000 sec): 3 clusters
  Score: Raw -407805.141539 + Penalty 8995.697131 = -398809.444408
  nChanged 2
		SP:Iteration 12Q (72582.940000 sec): 3 clusters
  Score: Raw -407806.467217 + Penalty 8995.697131 = -398810.770086
  nChanged 0
		SP:Iteration 13F (72582.950000 sec): 3 clusters
  Score: Raw -407806.467217 + Penalty 8995.697131 = -398810.770086
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 25 (66093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72583.420000 sec): 2 clusters
  Score: Raw -17560513.614212 + Penalty 6798.026099 = -17553715.588114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72583.920000 sec): 3 clusters
  Score: Raw -17521204.494617 + Penalty 13596.052197 = -17507608.442419
  nChanged 29669
		SP:Iteration 1F (72584.430000 sec): 3 clusters
  Score: Raw -17537191.354987 + Penalty 13596.052197 = -17523595.302790
  nChanged 3258
		SP:Iteration 2Q (72584.940000 sec): 3 clusters
  Score: Raw -17538318.271959 + Penalty 13596.052197 = -17524722.219762
  nChanged 3066
		SP:Iteration 3Q (72585.460000 sec): 3 clusters
  Score: Raw -17539486.003270 + Penalty 13596.052197 = -17525889.951073
  nChanged 3217
		SP:Iteration 4Q (72585.960000 sec): 3 clusters
  Score: Raw -17540947.090870 + Penalty 13596.052197 = -17527351.038673
  nChanged 3549
		SP:Iteration 5F (72586.470000 sec): 3 clusters
  Score: Raw -17542885.027535 + Penalty 13596.052197 = -17529288.975338
  nChanged 4117
		SP:Iteration 6F (72586.980000 sec): 3 clusters
  Score: Raw -17545538.104919 + Penalty 13596.052197 = -17531942.052722
  nChanged 4349
		SP:Iteration 7F (72587.480000 sec): 3 clusters
  Score: Raw -17548636.622894 + Penalty 13596.052197 = -17535040.570697
  nChanged 4187
		SP:Iteration 8F (72587.990000 sec): 3 clusters
  Score: Raw -17551730.058708 + Penalty 13596.052197 = -17538134.006511
  nChanged 3598
		SP:Iteration 9F (72588.490000 sec): 3 clusters
  Score: Raw -17554443.774990 + Penalty 13596.052197 = -17540847.722793
  nChanged 2829
		SP:Iteration 10Q (72589.000000 sec): 3 clusters
  Score: Raw -17556580.817007 + Penalty 13596.052197 = -17542984.764810
  nChanged 2076
		SP:Iteration 11Q (72589.500000 sec): 3 clusters
  Score: Raw -17558149.622906 + Penalty 13596.052197 = -17544553.570708
  nChanged 1487
		SP:Iteration 12Q (72589.990000 sec): 3 clusters
  Score: Raw -17559267.136298 + Penalty 13596.052197 = -17545671.084101
  nChanged 1034
		SP:Iteration 13Q (72590.450000 sec): 3 clusters
  Score: Raw -17560014.464584 + Penalty 13596.052197 = -17546418.412387
  nChanged 722
		SP:Iteration 14Q (72590.900000 sec): 3 clusters
  Score: Raw -17560551.196093 + Penalty 13596.052197 = -17546955.143895
  nChanged 481
		SP:Iteration 15Q (72591.330000 sec): 3 clusters
  Score: Raw -17560886.344330 + Penalty 13596.052197 = -17547290.292132
  nChanged 314
		SP:Iteration 16Q (72591.740000 sec): 3 clusters
  Score: Raw -17561094.644049 + Penalty 13596.052197 = -17547498.591852
  nChanged 227
		SP:Iteration 17Q (72592.150000 sec): 3 clusters
  Score: Raw -17561237.768029 + Penalty 13596.052197 = -17547641.715831
  nChanged 165
		SP:Iteration 18Q (72592.550000 sec): 3 clusters
  Score: Raw -17561337.383288 + Penalty 13596.052197 = -17547741.331091
  nChanged 134
		SP:Iteration 19Q (72592.940000 sec): 3 clusters
  Score: Raw -17561413.790644 + Penalty 13596.052197 = -17547817.738447
  nChanged 89
		SP:Iteration 20F (72593.440000 sec): 3 clusters
  Score: Raw -17561462.563754 + Penalty 13596.052197 = -17547866.511557
  nChanged 76
		SP:Iteration 21Q (72593.830000 sec): 3 clusters
  Score: Raw -17561510.923329 + Penalty 13596.052197 = -17547914.871132
  nChanged 72
		SP:Iteration 22Q (72594.220000 sec): 3 clusters
  Score: Raw -17561553.678844 + Penalty 13596.052197 = -17547957.626647
  nChanged 64
		SP:Iteration 23Q (72594.600000 sec): 3 clusters
  Score: Raw -17561594.938082 + Penalty 13596.052197 = -17547998.885885
  nChanged 48
		SP:Iteration 24Q (72594.980000 sec): 3 clusters
  Score: Raw -17561625.581342 + Penalty 13596.052197 = -17548029.529144
  nChanged 43
		SP:Iteration 25Q (72595.360000 sec): 3 clusters
  Score: Raw -17561649.936584 + Penalty 13596.052197 = -17548053.884387
  nChanged 29
		SP:Iteration 26Q (72595.740000 sec): 3 clusters
  Score: Raw -17561667.894929 + Penalty 13596.052197 = -17548071.842732
  nChanged 26
		SP:Iteration 27Q (72596.120000 sec): 3 clusters
  Score: Raw -17561681.281509 + Penalty 13596.052197 = -17548085.229312
  nChanged 20
		SP:Iteration 28Q (72596.500000 sec): 3 clusters
  Score: Raw -17561693.061153 + Penalty 13596.052197 = -17548097.008956
  nChanged 16
		SP:Iteration 29Q (72596.870000 sec): 3 clusters
  Score: Raw -17561702.345686 + Penalty 13596.052197 = -17548106.293488
  nChanged 14
		SP:Iteration 30Q (72597.250000 sec): 3 clusters
  Score: Raw -17561711.077844 + Penalty 13596.052197 = -17548115.025647
  nChanged 12
		SP:Iteration 31Q (72597.620000 sec): 3 clusters
  Score: Raw -17561717.031286 + Penalty 13596.052197 = -17548120.979089
  nChanged 9
		SP:Iteration 32Q (72598.000000 sec): 3 clusters
  Score: Raw -17561722.981328 + Penalty 13596.052197 = -17548126.929131
  nChanged 10
		SP:Iteration 33Q (72598.370000 sec): 3 clusters
  Score: Raw -17561727.336355 + Penalty 13596.052197 = -17548131.284158
  nChanged 5
		SP:Iteration 34Q (72598.740000 sec): 3 clusters
  Score: Raw -17561729.390599 + Penalty 13596.052197 = -17548133.338402
  nChanged 1
		SP:Iteration 35Q (72599.120000 sec): 3 clusters
  Score: Raw -17561730.163215 + Penalty 13596.052197 = -17548134.111018
  nChanged 3
		SP:Iteration 36Q (72599.490000 sec): 3 clusters
  Score: Raw -17561731.188844 + Penalty 13596.052197 = -17548135.136647
  nChanged 1
		SP:Iteration 37Q (72599.860000 sec): 3 clusters
  Score: Raw -17561731.498734 + Penalty 13596.052197 = -17548135.446537
  nChanged 0
		SP:Iteration 38F (72600.360000 sec): 3 clusters
  Score: Raw -17561731.498734 + Penalty 13596.052197 = -17548135.446537
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 26 (700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72600.410000 sec): 2 clusters
  Score: Raw -164278.937080 + Penalty 4012.536705 = -160266.400375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72600.420000 sec): 3 clusters
  Score: Raw -164981.821656 + Penalty 8025.073410 = -156956.748246
  nChanged 125
		SP:Iteration 1F (72600.420000 sec): 3 clusters
  Score: Raw -165373.314090 + Penalty 8025.073410 = -157348.240680
  nChanged 35
		SP:Iteration 2Q (72600.430000 sec): 3 clusters
  Score: Raw -165514.773084 + Penalty 8025.073410 = -157489.699674
  nChanged 27
		SP:Iteration 3Q (72600.430000 sec): 3 clusters
  Score: Raw -165601.419124 + Penalty 8025.073410 = -157576.345713
  nChanged 12
		SP:Iteration 4Q (72600.440000 sec): 3 clusters
  Score: Raw -165638.563801 + Penalty 8025.073410 = -157613.490391
  nChanged 6
		SP:Iteration 5Q (72600.440000 sec): 3 clusters
  Score: Raw -165665.598087 + Penalty 8025.073410 = -157640.524676
  nChanged 5
		SP:Iteration 6Q (72600.450000 sec): 3 clusters
  Score: Raw -165681.071952 + Penalty 8025.073410 = -157655.998541
  nChanged 1
		SP:Iteration 7Q (72600.450000 sec): 3 clusters
  Score: Raw -165683.171963 + Penalty 8025.073410 = -157658.098552
  nChanged 0
		SP:Iteration 8F (72600.460000 sec): 3 clusters
  Score: Raw -165683.171963 + Penalty 8025.073410 = -157658.098552
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 27 (9100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72600.520000 sec): 2 clusters
  Score: Raw -2331112.279957 + Penalty 5583.568187 = -2325528.711771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72600.590000 sec): 3 clusters
  Score: Raw -2327070.066739 + Penalty 11167.136373 = -2315902.930365
  nChanged 3267
		SP:Iteration 1F (72600.660000 sec): 3 clusters
  Score: Raw -2329077.478889 + Penalty 11167.136373 = -2317910.342516
  nChanged 725
		SP:Iteration 2F (72600.730000 sec): 3 clusters
  Score: Raw -2329599.779173 + Penalty 11167.136373 = -2318432.642799
  nChanged 483
		SP:Iteration 3F (72600.800000 sec): 3 clusters
  Score: Raw -2329920.623174 + Penalty 11167.136373 = -2318753.486801
  nChanged 352
		SP:Iteration 4Q (72600.860000 sec): 3 clusters
  Score: Raw -2330149.079111 + Penalty 11167.136373 = -2318981.942738
  nChanged 291
		SP:Iteration 5Q (72600.930000 sec): 3 clusters
  Score: Raw -2330351.602108 + Penalty 11167.136373 = -2319184.465734
  nChanged 269
		SP:Iteration 6Q (72601.000000 sec): 3 clusters
  Score: Raw -2330518.361949 + Penalty 11167.136373 = -2319351.225575
  nChanged 218
		SP:Iteration 7Q (72601.060000 sec): 3 clusters
  Score: Raw -2330650.440138 + Penalty 11167.136373 = -2319483.303765
  nChanged 205
		SP:Iteration 8Q (72601.130000 sec): 3 clusters
  Score: Raw -2330799.226503 + Penalty 11167.136373 = -2319632.090130
  nChanged 230
		SP:Iteration 9Q (72601.200000 sec): 3 clusters
  Score: Raw -2330961.954385 + Penalty 11167.136373 = -2319794.818011
  nChanged 224
		SP:Iteration 10Q (72601.260000 sec): 3 clusters
  Score: Raw -2331128.499582 + Penalty 11167.136373 = -2319961.363209
  nChanged 216
		SP:Iteration 11Q (72601.330000 sec): 3 clusters
  Score: Raw -2331281.298690 + Penalty 11167.136373 = -2320114.162316
  nChanged 205
		SP:Iteration 12Q (72601.400000 sec): 3 clusters
  Score: Raw -2331422.821810 + Penalty 11167.136373 = -2320255.685436
  nChanged 190
		SP:Iteration 13Q (72601.460000 sec): 3 clusters
  Score: Raw -2331549.856702 + Penalty 11167.136373 = -2320382.720328
  nChanged 170
		SP:Iteration 14Q (72601.530000 sec): 3 clusters
  Score: Raw -2331670.395383 + Penalty 11167.136373 = -2320503.259010
  nChanged 159
		SP:Iteration 15Q (72601.600000 sec): 3 clusters
  Score: Raw -2331793.335902 + Penalty 11167.136373 = -2320626.199529
  nChanged 179
		SP:Iteration 16Q (72601.660000 sec): 3 clusters
  Score: Raw -2331919.012819 + Penalty 11167.136373 = -2320751.876446
  nChanged 160
		SP:Iteration 17Q (72601.730000 sec): 3 clusters
  Score: Raw -2332031.186260 + Penalty 11167.136373 = -2320864.049887
  nChanged 144
		SP:Iteration 18Q (72601.790000 sec): 3 clusters
  Score: Raw -2332124.621681 + Penalty 11167.136373 = -2320957.485308
  nChanged 128
		SP:Iteration 19Q (72601.860000 sec): 3 clusters
  Score: Raw -2332202.260085 + Penalty 11167.136373 = -2321035.123711
  nChanged 126
		SP:Iteration 20F (72601.920000 sec): 3 clusters
  Score: Raw -2332281.794560 + Penalty 11167.136373 = -2321114.658187
  nChanged 110
		SP:Iteration 21Q (72601.990000 sec): 3 clusters
  Score: Raw -2332352.007778 + Penalty 11167.136373 = -2321184.871405
  nChanged 107
		SP:Iteration 22Q (72602.050000 sec): 3 clusters
  Score: Raw -2332427.172711 + Penalty 11167.136373 = -2321260.036338
  nChanged 110
		SP:Iteration 23Q (72602.110000 sec): 3 clusters
  Score: Raw -2332491.705495 + Penalty 11167.136373 = -2321324.569122
  nChanged 87
		SP:Iteration 24Q (72602.180000 sec): 3 clusters
  Score: Raw -2332544.380144 + Penalty 11167.136373 = -2321377.243771
  nChanged 75
		SP:Iteration 25Q (72602.240000 sec): 3 clusters
  Score: Raw -2332584.871299 + Penalty 11167.136373 = -2321417.734926
  nChanged 65
		SP:Iteration 26Q (72602.300000 sec): 3 clusters
  Score: Raw -2332620.219544 + Penalty 11167.136373 = -2321453.083170
  nChanged 63
		SP:Iteration 27Q (72602.360000 sec): 3 clusters
  Score: Raw -2332653.030124 + Penalty 11167.136373 = -2321485.893751
  nChanged 58
		SP:Iteration 28Q (72602.430000 sec): 3 clusters
  Score: Raw -2332683.119622 + Penalty 11167.136373 = -2321515.983249
  nChanged 44
		SP:Iteration 29Q (72602.490000 sec): 3 clusters
  Score: Raw -2332705.613875 + Penalty 11167.136373 = -2321538.477502
  nChanged 42
		SP:Iteration 30Q (72602.550000 sec): 3 clusters
  Score: Raw -2332727.088819 + Penalty 11167.136373 = -2321559.952446
  nChanged 37
		SP:Iteration 31Q (72602.610000 sec): 3 clusters
  Score: Raw -2332745.795505 + Penalty 11167.136373 = -2321578.659131
  nChanged 32
		SP:Iteration 32Q (72602.680000 sec): 3 clusters
  Score: Raw -2332758.501878 + Penalty 11167.136373 = -2321591.365505
  nChanged 19
		SP:Iteration 33Q (72602.740000 sec): 3 clusters
  Score: Raw -2332768.177133 + Penalty 11167.136373 = -2321601.040760
  nChanged 16
		SP:Iteration 34Q (72602.800000 sec): 3 clusters
  Score: Raw -2332773.864268 + Penalty 11167.136373 = -2321606.727895
  nChanged 10
		SP:Iteration 35Q (72602.860000 sec): 3 clusters
  Score: Raw -2332778.212915 + Penalty 11167.136373 = -2321611.076542
  nChanged 9
		SP:Iteration 36Q (72602.920000 sec): 3 clusters
  Score: Raw -2332781.024494 + Penalty 11167.136373 = -2321613.888120
  nChanged 7
		SP:Iteration 37Q (72602.980000 sec): 3 clusters
  Score: Raw -2332784.086848 + Penalty 11167.136373 = -2321616.950474
  nChanged 5
		SP:Iteration 38Q (72603.050000 sec): 3 clusters
  Score: Raw -2332786.178965 + Penalty 11167.136373 = -2321619.042591
  nChanged 4
		SP:Iteration 39Q (72603.110000 sec): 3 clusters
  Score: Raw -2332788.051436 + Penalty 11167.136373 = -2321620.915063
  nChanged 6
		SP:Iteration 40F (72603.180000 sec): 3 clusters
  Score: Raw -2332789.851920 + Penalty 11167.136373 = -2321622.715547
  nChanged 4
		SP:Iteration 41Q (72603.240000 sec): 3 clusters
  Score: Raw -2332790.793968 + Penalty 11167.136373 = -2321623.657595
  nChanged 2
		SP:Iteration 42Q (72603.300000 sec): 3 clusters
  Score: Raw -2332791.272456 + Penalty 11167.136373 = -2321624.136082
  nChanged 0
		SP:Iteration 43F (72603.370000 sec): 3 clusters
  Score: Raw -2332791.272456 + Penalty 11167.136373 = -2321624.136082
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 28 (14970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72603.470000 sec): 2 clusters
  Score: Raw -3836690.015098 + Penalty 5888.454630 = -3830801.560468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72603.580000 sec): 3 clusters
  Score: Raw -3829249.468147 + Penalty 11776.909260 = -3817472.558887
  nChanged 5853
		SP:Iteration 1F (72603.700000 sec): 3 clusters
  Score: Raw -3832938.333021 + Penalty 11776.909260 = -3821161.423761
  nChanged 1295
		SP:Iteration 2F (72603.810000 sec): 3 clusters
  Score: Raw -3834098.207444 + Penalty 11776.909260 = -3822321.298184
  nChanged 1088
		SP:Iteration 3F (72603.920000 sec): 3 clusters
  Score: Raw -3835066.551151 + Penalty 11776.909260 = -3823289.641891
  nChanged 939
		SP:Iteration 4F (72604.040000 sec): 3 clusters
  Score: Raw -3835844.134589 + Penalty 11776.909260 = -3824067.225329
  nChanged 790
		SP:Iteration 5F (72604.150000 sec): 3 clusters
  Score: Raw -3836399.570575 + Penalty 11776.909260 = -3824622.661315
  nChanged 668
		SP:Iteration 6Q (72604.260000 sec): 3 clusters
  Score: Raw -3836848.394046 + Penalty 11776.909260 = -3825071.484786
  nChanged 574
		SP:Iteration 7Q (72604.370000 sec): 3 clusters
  Score: Raw -3837200.183199 + Penalty 11776.909260 = -3825423.273939
  nChanged 481
		SP:Iteration 8Q (72604.480000 sec): 3 clusters
  Score: Raw -3837489.472002 + Penalty 11776.909260 = -3825712.562743
  nChanged 401
		SP:Iteration 9Q (72604.590000 sec): 3 clusters
  Score: Raw -3837731.255404 + Penalty 11776.909260 = -3825954.346144
  nChanged 374
		SP:Iteration 10Q (72604.700000 sec): 3 clusters
  Score: Raw -3837942.795703 + Penalty 11776.909260 = -3826165.886443
  nChanged 312
		SP:Iteration 11Q (72604.800000 sec): 3 clusters
  Score: Raw -3838130.554389 + Penalty 11776.909260 = -3826353.645129
  nChanged 315
		SP:Iteration 12Q (72604.910000 sec): 3 clusters
  Score: Raw -3838295.046731 + Penalty 11776.909260 = -3826518.137471
  nChanged 271
		SP:Iteration 13Q (72605.020000 sec): 3 clusters
  Score: Raw -3838437.835449 + Penalty 11776.909260 = -3826660.926189
  nChanged 241
		SP:Iteration 14Q (72605.130000 sec): 3 clusters
  Score: Raw -3838556.223924 + Penalty 11776.909260 = -3826779.314664
  nChanged 209
		SP:Iteration 15Q (72605.240000 sec): 3 clusters
  Score: Raw -3838667.230277 + Penalty 11776.909260 = -3826890.321017
  nChanged 218
		SP:Iteration 16Q (72605.340000 sec): 3 clusters
  Score: Raw -3838783.891313 + Penalty 11776.909260 = -3827006.982054
  nChanged 197
		SP:Iteration 17Q (72605.450000 sec): 3 clusters
  Score: Raw -3838882.687701 + Penalty 11776.909260 = -3827105.778441
  nChanged 192
		SP:Iteration 18Q (72605.560000 sec): 3 clusters
  Score: Raw -3838992.016726 + Penalty 11776.909260 = -3827215.107466
  nChanged 191
		SP:Iteration 19Q (72605.660000 sec): 3 clusters
  Score: Raw -3839095.728054 + Penalty 11776.909260 = -3827318.818794
  nChanged 185
		SP:Iteration 20F (72605.780000 sec): 3 clusters
  Score: Raw -3839216.121376 + Penalty 11776.909260 = -3827439.212116
  nChanged 188
		SP:Iteration 21Q (72605.880000 sec): 3 clusters
  Score: Raw -3839323.119168 + Penalty 11776.909260 = -3827546.209908
  nChanged 183
		SP:Iteration 22Q (72605.980000 sec): 3 clusters
  Score: Raw -3839426.557905 + Penalty 11776.909260 = -3827649.648645
  nChanged 178
		SP:Iteration 23Q (72606.090000 sec): 3 clusters
  Score: Raw -3839523.938898 + Penalty 11776.909260 = -3827747.029638
  nChanged 144
		SP:Iteration 24Q (72606.190000 sec): 3 clusters
  Score: Raw -3839595.255050 + Penalty 11776.909260 = -3827818.345790
  nChanged 110
		SP:Iteration 25Q (72606.300000 sec): 3 clusters
  Score: Raw -3839653.193606 + Penalty 11776.909260 = -3827876.284346
  nChanged 97
		SP:Iteration 26Q (72606.400000 sec): 3 clusters
  Score: Raw -3839695.754003 + Penalty 11776.909260 = -3827918.844743
  nChanged 77
		SP:Iteration 27Q (72606.500000 sec): 3 clusters
  Score: Raw -3839732.487946 + Penalty 11776.909260 = -3827955.578687
  nChanged 77
		SP:Iteration 28Q (72606.600000 sec): 3 clusters
  Score: Raw -3839769.056562 + Penalty 11776.909260 = -3827992.147302
  nChanged 61
		SP:Iteration 29Q (72606.700000 sec): 3 clusters
  Score: Raw -3839799.560747 + Penalty 11776.909260 = -3828022.651487
  nChanged 59
		SP:Iteration 30Q (72606.800000 sec): 3 clusters
  Score: Raw -3839823.141814 + Penalty 11776.909260 = -3828046.232554
  nChanged 41
		SP:Iteration 31Q (72606.900000 sec): 3 clusters
  Score: Raw -3839837.133830 + Penalty 11776.909260 = -3828060.224571
  nChanged 31
		SP:Iteration 32Q (72607.000000 sec): 3 clusters
  Score: Raw -3839846.743475 + Penalty 11776.909260 = -3828069.834215
  nChanged 17
		SP:Iteration 33Q (72607.100000 sec): 3 clusters
  Score: Raw -3839852.487998 + Penalty 11776.909260 = -3828075.578738
  nChanged 14
		SP:Iteration 34Q (72607.200000 sec): 3 clusters
  Score: Raw -3839857.136383 + Penalty 11776.909260 = -3828080.227123
  nChanged 9
		SP:Iteration 35Q (72607.300000 sec): 3 clusters
  Score: Raw -3839860.310567 + Penalty 11776.909260 = -3828083.401308
  nChanged 9
		SP:Iteration 36Q (72607.400000 sec): 3 clusters
  Score: Raw -3839862.617097 + Penalty 11776.909260 = -3828085.707838
  nChanged 14
		SP:Iteration 37Q (72607.490000 sec): 3 clusters
  Score: Raw -3839867.352494 + Penalty 11776.909260 = -3828090.443234
  nChanged 14
		SP:Iteration 38Q (72607.590000 sec): 3 clusters
  Score: Raw -3839871.640669 + Penalty 11776.909260 = -3828094.731410
  nChanged 11
		SP:Iteration 39Q (72607.690000 sec): 3 clusters
  Score: Raw -3839874.839170 + Penalty 11776.909260 = -3828097.929910
  nChanged 8
		SP:Iteration 40F (72607.800000 sec): 3 clusters
  Score: Raw -3839876.899382 + Penalty 11776.909260 = -3828099.990122
  nChanged 8
		SP:Iteration 41Q (72607.900000 sec): 3 clusters
  Score: Raw -3839879.340452 + Penalty 11776.909260 = -3828102.431192
  nChanged 11
		SP:Iteration 42Q (72608.000000 sec): 3 clusters
  Score: Raw -3839882.249906 + Penalty 11776.909260 = -3828105.340646
  nChanged 5
		SP:Iteration 43Q (72608.100000 sec): 3 clusters
  Score: Raw -3839883.776284 + Penalty 11776.909260 = -3828106.867024
  nChanged 5
		SP:Iteration 44Q (72608.200000 sec): 3 clusters
  Score: Raw -3839885.479144 + Penalty 11776.909260 = -3828108.569884
  nChanged 3
		SP:Iteration 45Q (72608.300000 sec): 3 clusters
  Score: Raw -3839886.322055 + Penalty 11776.909260 = -3828109.412795
  nChanged 3
		SP:Iteration 46Q (72608.390000 sec): 3 clusters
  Score: Raw -3839887.173918 + Penalty 11776.909260 = -3828110.264658
  nChanged 4
		SP:Iteration 47Q (72608.490000 sec): 3 clusters
  Score: Raw -3839888.437717 + Penalty 11776.909260 = -3828111.528457
  nChanged 5
		SP:Iteration 48Q (72608.590000 sec): 3 clusters
  Score: Raw -3839889.932484 + Penalty 11776.909260 = -3828113.023224
  nChanged 8
		SP:Iteration 49Q (72608.690000 sec): 3 clusters
  Score: Raw -3839892.472481 + Penalty 11776.909260 = -3828115.563221
  nChanged 6
		SP:Iteration 50Q (72608.790000 sec): 3 clusters
  Score: Raw -3839894.332394 + Penalty 11776.909260 = -3828117.423135
  nChanged 5
		SP:Iteration 51Q (72608.890000 sec): 3 clusters
  Score: Raw -3839895.995225 + Penalty 11776.909260 = -3828119.085965
  nChanged 6
		SP:Iteration 52Q (72608.990000 sec): 3 clusters
  Score: Raw -3839897.499859 + Penalty 11776.909260 = -3828120.590599
  nChanged 4
		SP:Iteration 53Q (72609.080000 sec): 3 clusters
  Score: Raw -3839899.433628 + Penalty 11776.909260 = -3828122.524369
  nChanged 5
		SP:Iteration 54Q (72609.180000 sec): 3 clusters
  Score: Raw -3839900.949722 + Penalty 11776.909260 = -3828124.040463
  nChanged 5
		SP:Iteration 55Q (72609.280000 sec): 3 clusters
  Score: Raw -3839902.911732 + Penalty 11776.909260 = -3828126.002472
  nChanged 4
		SP:Iteration 56Q (72609.380000 sec): 3 clusters
  Score: Raw -3839904.513135 + Penalty 11776.909260 = -3828127.603876
  nChanged 9
		SP:Iteration 57Q (72609.490000 sec): 3 clusters
  Score: Raw -3839906.875661 + Penalty 11776.909260 = -3828129.966401
  nChanged 5
		SP:Iteration 58Q (72609.580000 sec): 3 clusters
  Score: Raw -3839908.456714 + Penalty 11776.909260 = -3828131.547454
  nChanged 6
		SP:Iteration 59Q (72609.680000 sec): 3 clusters
  Score: Raw -3839910.108533 + Penalty 11776.909260 = -3828133.199273
  nChanged 2
		SP:Iteration 60F (72609.790000 sec): 3 clusters
  Score: Raw -3839910.474757 + Penalty 11776.909260 = -3828133.565497
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 29 (61996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72610.210000 sec): 2 clusters
  Score: Raw -16563544.391929 + Penalty 6758.830402 = -16556785.561527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72610.690000 sec): 3 clusters
  Score: Raw -16526750.358140 + Penalty 13517.660804 = -16513232.697336
  nChanged 27700
		SP:Iteration 1F (72611.150000 sec): 3 clusters
  Score: Raw -16541855.746082 + Penalty 13517.660804 = -16528338.085278
  nChanged 3232
		SP:Iteration 2F (72611.630000 sec): 3 clusters
  Score: Raw -16543098.724127 + Penalty 13517.660804 = -16529581.063323
  nChanged 3159
		SP:Iteration 3F (72612.090000 sec): 3 clusters
  Score: Raw -16544578.881672 + Penalty 13517.660804 = -16531061.220868
  nChanged 3514
		SP:Iteration 4F (72612.560000 sec): 3 clusters
  Score: Raw -16546605.832889 + Penalty 13517.660804 = -16533088.172086
  nChanged 4108
		SP:Iteration 5F (72613.030000 sec): 3 clusters
  Score: Raw -16549448.758683 + Penalty 13517.660804 = -16535931.097880
  nChanged 4449
		SP:Iteration 6F (72613.500000 sec): 3 clusters
  Score: Raw -16552698.733071 + Penalty 13517.660804 = -16539181.072268
  nChanged 4205
		SP:Iteration 7F (72613.970000 sec): 3 clusters
  Score: Raw -16555738.911297 + Penalty 13517.660804 = -16542221.250493
  nChanged 3599
		SP:Iteration 8F (72614.430000 sec): 3 clusters
  Score: Raw -16558217.626329 + Penalty 13517.660804 = -16544699.965526
  nChanged 2780
		SP:Iteration 9Q (72614.910000 sec): 3 clusters
  Score: Raw -16559996.636730 + Penalty 13517.660804 = -16546478.975926
  nChanged 2139
		SP:Iteration 10Q (72615.370000 sec): 3 clusters
  Score: Raw -16561283.704985 + Penalty 13517.660804 = -16547766.044181
  nChanged 1692
		SP:Iteration 11Q (72615.840000 sec): 3 clusters
  Score: Raw -16562244.535147 + Penalty 13517.660804 = -16548726.874343
  nChanged 1264
		SP:Iteration 12Q (72616.310000 sec): 3 clusters
  Score: Raw -16562933.501058 + Penalty 13517.660804 = -16549415.840255
  nChanged 946
		SP:Iteration 13Q (72616.770000 sec): 3 clusters
  Score: Raw -16563432.163697 + Penalty 13517.660804 = -16549914.502893
  nChanged 743
		SP:Iteration 14Q (72617.210000 sec): 3 clusters
  Score: Raw -16563813.459286 + Penalty 13517.660804 = -16550295.798483
  nChanged 557
		SP:Iteration 15Q (72617.650000 sec): 3 clusters
  Score: Raw -16564081.273960 + Penalty 13517.660804 = -16550563.613156
  nChanged 397
		SP:Iteration 16Q (72618.090000 sec): 3 clusters
  Score: Raw -16564268.641894 + Penalty 13517.660804 = -16550750.981091
  nChanged 327
		SP:Iteration 17Q (72618.510000 sec): 3 clusters
  Score: Raw -16564415.127157 + Penalty 13517.660804 = -16550897.466354
  nChanged 250
		SP:Iteration 18Q (72618.920000 sec): 3 clusters
  Score: Raw -16564533.061032 + Penalty 13517.660804 = -16551015.400228
  nChanged 212
		SP:Iteration 19Q (72619.330000 sec): 3 clusters
  Score: Raw -16564628.737729 + Penalty 13517.660804 = -16551111.076925
  nChanged 172
		SP:Iteration 20F (72619.790000 sec): 3 clusters
  Score: Raw -16564705.098833 + Penalty 13517.660804 = -16551187.438030
  nChanged 148
		SP:Iteration 21Q (72620.190000 sec): 3 clusters
  Score: Raw -16564765.220965 + Penalty 13517.660804 = -16551247.560162
  nChanged 116
		SP:Iteration 22Q (72620.590000 sec): 3 clusters
  Score: Raw -16564814.794887 + Penalty 13517.660804 = -16551297.134084
  nChanged 92
		SP:Iteration 23Q (72620.980000 sec): 3 clusters
  Score: Raw -16564850.032144 + Penalty 13517.660804 = -16551332.371341
  nChanged 60
		SP:Iteration 24Q (72621.370000 sec): 3 clusters
  Score: Raw -16564873.041748 + Penalty 13517.660804 = -16551355.380944
  nChanged 60
		SP:Iteration 25Q (72621.760000 sec): 3 clusters
  Score: Raw -16564897.995302 + Penalty 13517.660804 = -16551380.334499
  nChanged 56
		SP:Iteration 26Q (72622.150000 sec): 3 clusters
  Score: Raw -16564921.800717 + Penalty 13517.660804 = -16551404.139913
  nChanged 68
		SP:Iteration 27Q (72622.530000 sec): 3 clusters
  Score: Raw -16564950.410511 + Penalty 13517.660804 = -16551432.749707
  nChanged 61
		SP:Iteration 28Q (72622.920000 sec): 3 clusters
  Score: Raw -16564973.346674 + Penalty 13517.660804 = -16551455.685871
  nChanged 49
		SP:Iteration 29Q (72623.300000 sec): 3 clusters
  Score: Raw -16564989.650244 + Penalty 13517.660804 = -16551471.989440
  nChanged 45
		SP:Iteration 30Q (72623.680000 sec): 3 clusters
  Score: Raw -16565004.771838 + Penalty 13517.660804 = -16551487.111034
  nChanged 30
		SP:Iteration 31Q (72624.060000 sec): 3 clusters
  Score: Raw -16565014.706388 + Penalty 13517.660804 = -16551497.045584
  nChanged 23
		SP:Iteration 32Q (72624.430000 sec): 3 clusters
  Score: Raw -16565022.428361 + Penalty 13517.660804 = -16551504.767557
  nChanged 18
		SP:Iteration 33Q (72624.810000 sec): 3 clusters
  Score: Raw -16565028.510263 + Penalty 13517.660804 = -16551510.849460
  nChanged 13
		SP:Iteration 34Q (72625.200000 sec): 3 clusters
  Score: Raw -16565033.787283 + Penalty 13517.660804 = -16551516.126479
  nChanged 16
		SP:Iteration 35Q (72625.570000 sec): 3 clusters
  Score: Raw -16565039.739623 + Penalty 13517.660804 = -16551522.078819
  nChanged 20
		SP:Iteration 36Q (72625.950000 sec): 3 clusters
  Score: Raw -16565046.069537 + Penalty 13517.660804 = -16551528.408734
  nChanged 12
		SP:Iteration 37Q (72626.320000 sec): 3 clusters
  Score: Raw -16565050.028654 + Penalty 13517.660804 = -16551532.367850
  nChanged 11
		SP:Iteration 38Q (72626.700000 sec): 3 clusters
  Score: Raw -16565053.644371 + Penalty 13517.660804 = -16551535.983567
  nChanged 11
		SP:Iteration 39Q (72627.080000 sec): 3 clusters
  Score: Raw -16565057.452386 + Penalty 13517.660804 = -16551539.791582
  nChanged 7
		SP:Iteration 40F (72627.540000 sec): 3 clusters
  Score: Raw -16565059.501573 + Penalty 13517.660804 = -16551541.840769
  nChanged 6
		SP:Iteration 41Q (72627.920000 sec): 3 clusters
  Score: Raw -16565061.584082 + Penalty 13517.660804 = -16551543.923278
  nChanged 9
		SP:Iteration 42Q (72628.300000 sec): 3 clusters
  Score: Raw -16565064.845779 + Penalty 13517.660804 = -16551547.184975
  nChanged 2
		SP:Iteration 43Q (72628.680000 sec): 3 clusters
  Score: Raw -16565065.375700 + Penalty 13517.660804 = -16551547.714896
  nChanged 3
		SP:Iteration 44Q (72629.050000 sec): 3 clusters
  Score: Raw -16565066.164248 + Penalty 13517.660804 = -16551548.503445
  nChanged 4
		SP:Iteration 45Q (72629.430000 sec): 3 clusters
  Score: Raw -16565067.318375 + Penalty 13517.660804 = -16551549.657572
  nChanged 2
		SP:Iteration 46Q (72629.800000 sec): 3 clusters
  Score: Raw -16565068.009408 + Penalty 13517.660804 = -16551550.348604
  nChanged 1
		SP:Iteration 47Q (72630.180000 sec): 3 clusters
  Score: Raw -16565068.208405 + Penalty 13517.660804 = -16551550.547601
  nChanged 0
		SP:Iteration 48F (72630.650000 sec): 3 clusters
  Score: Raw -16565068.208405 + Penalty 13517.660804 = -16551550.547601
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 30 (17123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72630.790000 sec): 2 clusters
  Score: Raw -4536542.644362 + Penalty 5970.758944 = -4530571.885418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72630.920000 sec): 3 clusters
  Score: Raw -4527774.915342 + Penalty 11941.517888 = -4515833.397454
  nChanged 6764
		SP:Iteration 1F (72631.050000 sec): 3 clusters
  Score: Raw -4531443.709619 + Penalty 11941.517888 = -4519502.191730
  nChanged 1262
		SP:Iteration 2F (72631.180000 sec): 3 clusters
  Score: Raw -4532148.829487 + Penalty 11941.517888 = -4520207.311598
  nChanged 941
		SP:Iteration 3F (72631.300000 sec): 3 clusters
  Score: Raw -4532675.056498 + Penalty 11941.517888 = -4520733.538610
  nChanged 836
		SP:Iteration 4Q (72631.440000 sec): 3 clusters
  Score: Raw -4533129.165700 + Penalty 11941.517888 = -4521187.647811
  nChanged 736
		SP:Iteration 5Q (72631.560000 sec): 3 clusters
  Score: Raw -4533542.512703 + Penalty 11941.517888 = -4521600.994815
  nChanged 700
		SP:Iteration 6Q (72631.690000 sec): 3 clusters
  Score: Raw -4533934.356531 + Penalty 11941.517888 = -4521992.838643
  nChanged 668
		SP:Iteration 7Q (72631.820000 sec): 3 clusters
  Score: Raw -4534318.222284 + Penalty 11941.517888 = -4522376.704395
  nChanged 664
		SP:Iteration 8Q (72631.950000 sec): 3 clusters
  Score: Raw -4534723.851150 + Penalty 11941.517888 = -4522782.333262
  nChanged 670
		SP:Iteration 9Q (72632.080000 sec): 3 clusters
  Score: Raw -4535131.797703 + Penalty 11941.517888 = -4523190.279815
  nChanged 605
		SP:Iteration 10Q (72632.210000 sec): 3 clusters
  Score: Raw -4535479.387672 + Penalty 11941.517888 = -4523537.869784
  nChanged 547
		SP:Iteration 11Q (72632.340000 sec): 3 clusters
  Score: Raw -4535788.755578 + Penalty 11941.517888 = -4523847.237689
  nChanged 493
		SP:Iteration 12Q (72632.470000 sec): 3 clusters
  Score: Raw -4536052.893362 + Penalty 11941.517888 = -4524111.375473
  nChanged 431
		SP:Iteration 13Q (72632.600000 sec): 3 clusters
  Score: Raw -4536285.638564 + Penalty 11941.517888 = -4524344.120676
  nChanged 360
		SP:Iteration 14Q (72632.720000 sec): 3 clusters
  Score: Raw -4536483.281587 + Penalty 11941.517888 = -4524541.763699
  nChanged 297
		SP:Iteration 15Q (72632.850000 sec): 3 clusters
  Score: Raw -4536628.142250 + Penalty 11941.517888 = -4524686.624362
  nChanged 238
		SP:Iteration 16Q (72632.980000 sec): 3 clusters
  Score: Raw -4536745.411239 + Penalty 11941.517888 = -4524803.893350
  nChanged 182
		SP:Iteration 17Q (72633.110000 sec): 3 clusters
  Score: Raw -4536826.172085 + Penalty 11941.517888 = -4524884.654197
  nChanged 136
		SP:Iteration 18Q (72633.230000 sec): 3 clusters
  Score: Raw -4536886.067066 + Penalty 11941.517888 = -4524944.549178
  nChanged 117
		SP:Iteration 19Q (72633.360000 sec): 3 clusters
  Score: Raw -4536935.703284 + Penalty 11941.517888 = -4524994.185396
  nChanged 97
		SP:Iteration 20F (72633.490000 sec): 3 clusters
  Score: Raw -4536978.611900 + Penalty 11941.517888 = -4525037.094011
  nChanged 84
		SP:Iteration 21Q (72633.620000 sec): 3 clusters
  Score: Raw -4537017.098243 + Penalty 11941.517888 = -4525075.580354
  nChanged 84
		SP:Iteration 22Q (72633.740000 sec): 3 clusters
  Score: Raw -4537052.100003 + Penalty 11941.517888 = -4525110.582114
  nChanged 72
		SP:Iteration 23Q (72633.870000 sec): 3 clusters
  Score: Raw -4537081.201708 + Penalty 11941.517888 = -4525139.683820
  nChanged 69
		SP:Iteration 24Q (72634.000000 sec): 3 clusters
  Score: Raw -4537110.657202 + Penalty 11941.517888 = -4525169.139314
  nChanged 58
		SP:Iteration 25Q (72634.120000 sec): 3 clusters
  Score: Raw -4537132.576245 + Penalty 11941.517888 = -4525191.058357
  nChanged 55
		SP:Iteration 26Q (72634.250000 sec): 3 clusters
  Score: Raw -4537156.432984 + Penalty 11941.517888 = -4525214.915096
  nChanged 55
		SP:Iteration 27Q (72634.380000 sec): 3 clusters
  Score: Raw -4537181.239564 + Penalty 11941.517888 = -4525239.721676
  nChanged 58
		SP:Iteration 28Q (72634.500000 sec): 3 clusters
  Score: Raw -4537207.269570 + Penalty 11941.517888 = -4525265.751682
  nChanged 63
		SP:Iteration 29Q (72634.620000 sec): 3 clusters
  Score: Raw -4537235.692899 + Penalty 11941.517888 = -4525294.175010
  nChanged 55
		SP:Iteration 30Q (72634.750000 sec): 3 clusters
  Score: Raw -4537258.819924 + Penalty 11941.517888 = -4525317.302036
  nChanged 61
		SP:Iteration 31Q (72634.880000 sec): 3 clusters
  Score: Raw -4537285.096861 + Penalty 11941.517888 = -4525343.578973
  nChanged 47
		SP:Iteration 32Q (72635.000000 sec): 3 clusters
  Score: Raw -4537305.256664 + Penalty 11941.517888 = -4525363.738776
  nChanged 43
		SP:Iteration 33Q (72635.120000 sec): 3 clusters
  Score: Raw -4537325.584811 + Penalty 11941.517888 = -4525384.066922
  nChanged 41
		SP:Iteration 34Q (72635.250000 sec): 3 clusters
  Score: Raw -4537345.737782 + Penalty 11941.517888 = -4525404.219894
  nChanged 38
		SP:Iteration 35Q (72635.370000 sec): 3 clusters
  Score: Raw -4537362.493385 + Penalty 11941.517888 = -4525420.975497
  nChanged 31
		SP:Iteration 36Q (72635.500000 sec): 3 clusters
  Score: Raw -4537377.026449 + Penalty 11941.517888 = -4525435.508560
  nChanged 20
		SP:Iteration 37Q (72635.620000 sec): 3 clusters
  Score: Raw -4537386.968327 + Penalty 11941.517888 = -4525445.450438
  nChanged 17
		SP:Iteration 38Q (72635.740000 sec): 3 clusters
  Score: Raw -4537394.217833 + Penalty 11941.517888 = -4525452.699945
  nChanged 20
		SP:Iteration 39Q (72635.870000 sec): 3 clusters
  Score: Raw -4537403.195074 + Penalty 11941.517888 = -4525461.677185
  nChanged 14
		SP:Iteration 40F (72636.000000 sec): 3 clusters
  Score: Raw -4537409.193607 + Penalty 11941.517888 = -4525467.675718
  nChanged 15
		SP:Iteration 41Q (72636.120000 sec): 3 clusters
  Score: Raw -4537415.398813 + Penalty 11941.517888 = -4525473.880925
  nChanged 12
		SP:Iteration 42Q (72636.250000 sec): 3 clusters
  Score: Raw -4537420.551757 + Penalty 11941.517888 = -4525479.033869
  nChanged 12
		SP:Iteration 43Q (72636.370000 sec): 3 clusters
  Score: Raw -4537425.288353 + Penalty 11941.517888 = -4525483.770465
  nChanged 10
		SP:Iteration 44Q (72636.500000 sec): 3 clusters
  Score: Raw -4537430.074943 + Penalty 11941.517888 = -4525488.557055
  nChanged 12
		SP:Iteration 45Q (72636.620000 sec): 3 clusters
  Score: Raw -4537435.320980 + Penalty 11941.517888 = -4525493.803091
  nChanged 5
		SP:Iteration 46Q (72636.740000 sec): 3 clusters
  Score: Raw -4537437.246957 + Penalty 11941.517888 = -4525495.729069
  nChanged 8
		SP:Iteration 47Q (72636.860000 sec): 3 clusters
  Score: Raw -4537441.624208 + Penalty 11941.517888 = -4525500.106319
  nChanged 14
		SP:Iteration 48Q (72636.990000 sec): 3 clusters
  Score: Raw -4537448.846018 + Penalty 11941.517888 = -4525507.328130
  nChanged 19
		SP:Iteration 49Q (72637.110000 sec): 3 clusters
  Score: Raw -4537458.576936 + Penalty 11941.517888 = -4525517.059047
  nChanged 18
		SP:Iteration 50Q (72637.240000 sec): 3 clusters
  Score: Raw -4537466.729683 + Penalty 11941.517888 = -4525525.211794
  nChanged 14
		SP:Iteration 51Q (72637.360000 sec): 3 clusters
  Score: Raw -4537474.584075 + Penalty 11941.517888 = -4525533.066186
  nChanged 18
		SP:Iteration 52Q (72637.480000 sec): 3 clusters
  Score: Raw -4537481.780438 + Penalty 11941.517888 = -4525540.262549
  nChanged 7
		SP:Iteration 53Q (72637.600000 sec): 3 clusters
  Score: Raw -4537483.918295 + Penalty 11941.517888 = -4525542.400406
  nChanged 5
		SP:Iteration 54Q (72637.730000 sec): 3 clusters
  Score: Raw -4537486.565223 + Penalty 11941.517888 = -4525545.047335
  nChanged 2
		SP:Iteration 55Q (72637.850000 sec): 3 clusters
  Score: Raw -4537487.326746 + Penalty 11941.517888 = -4525545.808857
  nChanged 3
		SP:Iteration 56Q (72637.970000 sec): 3 clusters
  Score: Raw -4537488.193211 + Penalty 11941.517888 = -4525546.675323
  nChanged 3
		SP:Iteration 57Q (72638.100000 sec): 3 clusters
  Score: Raw -4537489.638042 + Penalty 11941.517888 = -4525548.120153
  nChanged 3
		SP:Iteration 58Q (72638.220000 sec): 3 clusters
  Score: Raw -4537490.677975 + Penalty 11941.517888 = -4525549.160087
  nChanged 2
		SP:Iteration 59Q (72638.340000 sec): 3 clusters
  Score: Raw -4537491.099526 + Penalty 11941.517888 = -4525549.581638
  nChanged 0
		SP:Iteration 60F (72638.470000 sec): 3 clusters
  Score: Raw -4537491.099526 + Penalty 11941.517888 = -4525549.581638
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 31 (43650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72638.760000 sec): 2 clusters
  Score: Raw -11417470.227985 + Penalty 6543.924619 = -11410926.303366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72639.100000 sec): 3 clusters
  Score: Raw -11392453.874480 + Penalty 13087.849238 = -11379366.025242
  nChanged 19036
		SP:Iteration 1F (72639.430000 sec): 3 clusters
  Score: Raw -11402550.388376 + Penalty 13087.849238 = -11389462.539138
  nChanged 2477
		SP:Iteration 2F (72639.760000 sec): 3 clusters
  Score: Raw -11403647.135881 + Penalty 13087.849238 = -11390559.286643
  nChanged 2273
		SP:Iteration 3F (72640.090000 sec): 3 clusters
  Score: Raw -11404951.871670 + Penalty 13087.849238 = -11391864.022433
  nChanged 2556
		SP:Iteration 4F (72640.420000 sec): 3 clusters
  Score: Raw -11406908.130803 + Penalty 13087.849238 = -11393820.281565
  nChanged 3055
		SP:Iteration 5F (72640.760000 sec): 3 clusters
  Score: Raw -11409418.962666 + Penalty 13087.849238 = -11396331.113428
  nChanged 3480
		SP:Iteration 6F (72641.090000 sec): 3 clusters
  Score: Raw -11412381.228929 + Penalty 13087.849238 = -11399293.379692
  nChanged 3392
		SP:Iteration 7F (72641.420000 sec): 3 clusters
  Score: Raw -11415163.200172 + Penalty 13087.849238 = -11402075.350935
  nChanged 2776
		SP:Iteration 8F (72641.750000 sec): 3 clusters
  Score: Raw -11417214.891659 + Penalty 13087.849238 = -11404127.042422
  nChanged 2028
		SP:Iteration 9Q (72642.080000 sec): 3 clusters
  Score: Raw -11418587.585955 + Penalty 13087.849238 = -11405499.736717
  nChanged 1432
		SP:Iteration 10Q (72642.410000 sec): 3 clusters
  Score: Raw -11419460.071646 + Penalty 13087.849238 = -11406372.222409
  nChanged 1051
		SP:Iteration 11Q (72642.740000 sec): 3 clusters
  Score: Raw -11420050.086460 + Penalty 13087.849238 = -11406962.237222
  nChanged 778
		SP:Iteration 12Q (72643.070000 sec): 3 clusters
  Score: Raw -11420447.137742 + Penalty 13087.849238 = -11407359.288505
  nChanged 606
		SP:Iteration 13Q (72643.400000 sec): 3 clusters
  Score: Raw -11420740.308180 + Penalty 13087.849238 = -11407652.458943
  nChanged 436
		SP:Iteration 14Q (72643.720000 sec): 3 clusters
  Score: Raw -11420935.264981 + Penalty 13087.849238 = -11407847.415743
  nChanged 347
		SP:Iteration 15Q (72644.050000 sec): 3 clusters
  Score: Raw -11421092.766065 + Penalty 13087.849238 = -11408004.916828
  nChanged 266
		SP:Iteration 16Q (72644.370000 sec): 3 clusters
  Score: Raw -11421202.554421 + Penalty 13087.849238 = -11408114.705183
  nChanged 209
		SP:Iteration 17Q (72644.690000 sec): 3 clusters
  Score: Raw -11421291.941948 + Penalty 13087.849238 = -11408204.092710
  nChanged 164
		SP:Iteration 18Q (72645.010000 sec): 3 clusters
  Score: Raw -11421356.843599 + Penalty 13087.849238 = -11408268.994361
  nChanged 134
		SP:Iteration 19Q (72645.320000 sec): 3 clusters
  Score: Raw -11421409.630262 + Penalty 13087.849238 = -11408321.781025
  nChanged 121
		SP:Iteration 20F (72645.650000 sec): 3 clusters
  Score: Raw -11421459.378380 + Penalty 13087.849238 = -11408371.529143
  nChanged 105
		SP:Iteration 21Q (72645.970000 sec): 3 clusters
  Score: Raw -11421502.166885 + Penalty 13087.849238 = -11408414.317647
  nChanged 89
		SP:Iteration 22Q (72646.270000 sec): 3 clusters
  Score: Raw -11421539.823799 + Penalty 13087.849238 = -11408451.974562
  nChanged 61
		SP:Iteration 23Q (72646.580000 sec): 3 clusters
  Score: Raw -11421566.769740 + Penalty 13087.849238 = -11408478.920502
  nChanged 56
		SP:Iteration 24Q (72646.880000 sec): 3 clusters
  Score: Raw -11421590.507653 + Penalty 13087.849238 = -11408502.658416
  nChanged 42
		SP:Iteration 25Q (72647.170000 sec): 3 clusters
  Score: Raw -11421605.612492 + Penalty 13087.849238 = -11408517.763254
  nChanged 44
		SP:Iteration 26Q (72647.470000 sec): 3 clusters
  Score: Raw -11421624.425463 + Penalty 13087.849238 = -11408536.576225
  nChanged 43
		SP:Iteration 27Q (72647.760000 sec): 3 clusters
  Score: Raw -11421640.469055 + Penalty 13087.849238 = -11408552.619818
  nChanged 29
		SP:Iteration 28Q (72648.050000 sec): 3 clusters
  Score: Raw -11421653.995286 + Penalty 13087.849238 = -11408566.146048
  nChanged 29
		SP:Iteration 29Q (72648.340000 sec): 3 clusters
  Score: Raw -11421669.225177 + Penalty 13087.849238 = -11408581.375939
  nChanged 31
		SP:Iteration 30Q (72648.630000 sec): 3 clusters
  Score: Raw -11421688.526981 + Penalty 13087.849238 = -11408600.677744
  nChanged 36
		SP:Iteration 31Q (72648.920000 sec): 3 clusters
  Score: Raw -11421712.421960 + Penalty 13087.849238 = -11408624.572723
  nChanged 33
		SP:Iteration 32Q (72649.200000 sec): 3 clusters
  Score: Raw -11421728.167014 + Penalty 13087.849238 = -11408640.317777
  nChanged 25
		SP:Iteration 33Q (72649.470000 sec): 3 clusters
  Score: Raw -11421738.626495 + Penalty 13087.849238 = -11408650.777257
  nChanged 18
		SP:Iteration 34Q (72649.750000 sec): 3 clusters
  Score: Raw -11421744.210254 + Penalty 13087.849238 = -11408656.361016
  nChanged 10
		SP:Iteration 35Q (72650.030000 sec): 3 clusters
  Score: Raw -11421746.941314 + Penalty 13087.849238 = -11408659.092076
  nChanged 9
		SP:Iteration 36Q (72650.300000 sec): 3 clusters
  Score: Raw -11421749.315533 + Penalty 13087.849238 = -11408661.466295
  nChanged 8
		SP:Iteration 37Q (72650.570000 sec): 3 clusters
  Score: Raw -11421751.560227 + Penalty 13087.849238 = -11408663.710989
  nChanged 7
		SP:Iteration 38Q (72650.850000 sec): 3 clusters
  Score: Raw -11421752.865999 + Penalty 13087.849238 = -11408665.016761
  nChanged 5
		SP:Iteration 39Q (72651.120000 sec): 3 clusters
  Score: Raw -11421755.560023 + Penalty 13087.849238 = -11408667.710785
  nChanged 6
		SP:Iteration 40F (72651.450000 sec): 3 clusters
  Score: Raw -11421757.137648 + Penalty 13087.849238 = -11408669.288410
  nChanged 3
		SP:Iteration 41Q (72651.720000 sec): 3 clusters
  Score: Raw -11421757.751295 + Penalty 13087.849238 = -11408669.902057
  nChanged 2
		SP:Iteration 42Q (72651.990000 sec): 3 clusters
  Score: Raw -11421758.053200 + Penalty 13087.849238 = -11408670.203963
  nChanged 1
		SP:Iteration 43Q (72652.270000 sec): 3 clusters
  Score: Raw -11421758.299542 + Penalty 13087.849238 = -11408670.450305
  nChanged 0
		SP:Iteration 44F (72652.600000 sec): 3 clusters
  Score: Raw -11421758.299542 + Penalty 13087.849238 = -11408670.450305
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 32 (1497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72652.640000 sec): 2 clusters
  Score: Raw -375622.106566 + Penalty 4478.121260 = -371143.985306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72652.650000 sec): 3 clusters
  Score: Raw -375564.874991 + Penalty 8956.242521 = -366608.632470
  nChanged 305
		SP:Iteration 1F (72652.660000 sec): 3 clusters
  Score: Raw -376073.034194 + Penalty 8956.242521 = -367116.791673
  nChanged 78
		SP:Iteration 2F (72652.670000 sec): 3 clusters
  Score: Raw -376233.023791 + Penalty 8956.242521 = -367276.781270
  nChanged 43
		SP:Iteration 3Q (72652.680000 sec): 3 clusters
  Score: Raw -376327.849436 + Penalty 8956.242521 = -367371.606915
  nChanged 24
		SP:Iteration 4Q (72652.690000 sec): 3 clusters
  Score: Raw -376368.301786 + Penalty 8956.242521 = -367412.059265
  nChanged 20
		SP:Iteration 5Q (72652.710000 sec): 3 clusters
  Score: Raw -376405.096603 + Penalty 8956.242521 = -367448.854082
  nChanged 15
		SP:Iteration 6Q (72652.710000 sec): 3 clusters
  Score: Raw -376424.810668 + Penalty 8956.242521 = -367468.568147
  nChanged 10
		SP:Iteration 7Q (72652.730000 sec): 3 clusters
  Score: Raw -376438.189966 + Penalty 8956.242521 = -367481.947445
  nChanged 10
		SP:Iteration 8Q (72652.730000 sec): 3 clusters
  Score: Raw -376451.602479 + Penalty 8956.242521 = -367495.359958
  nChanged 6
		SP:Iteration 9Q (72652.750000 sec): 3 clusters
  Score: Raw -376463.327841 + Penalty 8956.242521 = -367507.085320
  nChanged 9
		SP:Iteration 10Q (72652.760000 sec): 3 clusters
  Score: Raw -376478.461188 + Penalty 8956.242521 = -367522.218667
  nChanged 10
		SP:Iteration 11Q (72652.770000 sec): 3 clusters
  Score: Raw -376497.664819 + Penalty 8956.242521 = -367541.422298
  nChanged 11
		SP:Iteration 12Q (72652.780000 sec): 3 clusters
  Score: Raw -376514.440856 + Penalty 8956.242521 = -367558.198335
  nChanged 8
		SP:Iteration 13Q (72652.790000 sec): 3 clusters
  Score: Raw -376522.939314 + Penalty 8956.242521 = -367566.696794
  nChanged 3
		SP:Iteration 14Q (72652.800000 sec): 3 clusters
  Score: Raw -376526.044930 + Penalty 8956.242521 = -367569.802410
  nChanged 4
		SP:Iteration 15Q (72652.810000 sec): 3 clusters
  Score: Raw -376533.212992 + Penalty 8956.242521 = -367576.970471
  nChanged 8
		SP:Iteration 16Q (72652.820000 sec): 3 clusters
  Score: Raw -376545.515915 + Penalty 8956.242521 = -367589.273394
  nChanged 6
		SP:Iteration 17Q (72652.830000 sec): 3 clusters
  Score: Raw -376553.881585 + Penalty 8956.242521 = -367597.639065
  nChanged 5
		SP:Iteration 18Q (72652.840000 sec): 3 clusters
  Score: Raw -376564.347470 + Penalty 8956.242521 = -367608.104949
  nChanged 6
		SP:Iteration 19Q (72652.850000 sec): 3 clusters
  Score: Raw -376575.535039 + Penalty 8956.242521 = -367619.292518
  nChanged 3
		SP:Iteration 20F (72652.860000 sec): 3 clusters
  Score: Raw -376581.719091 + Penalty 8956.242521 = -367625.476570
  nChanged 7
		SP:Iteration 21Q (72652.870000 sec): 3 clusters
  Score: Raw -376590.064976 + Penalty 8956.242521 = -367633.822455
  nChanged 6
		SP:Iteration 22Q (72652.880000 sec): 3 clusters
  Score: Raw -376600.455301 + Penalty 8956.242521 = -367644.212780
  nChanged 6
		SP:Iteration 23Q (72652.890000 sec): 3 clusters
  Score: Raw -376614.440236 + Penalty 8956.242521 = -367658.197715
  nChanged 7
		SP:Iteration 24Q (72652.900000 sec): 3 clusters
  Score: Raw -376626.139994 + Penalty 8956.242521 = -367669.897473
  nChanged 10
		SP:Iteration 25Q (72652.910000 sec): 3 clusters
  Score: Raw -376647.242348 + Penalty 8956.242521 = -367690.999827
  nChanged 6
		SP:Iteration 26Q (72652.920000 sec): 3 clusters
  Score: Raw -376655.773059 + Penalty 8956.242521 = -367699.530538
  nChanged 5
		SP:Iteration 27Q (72652.930000 sec): 3 clusters
  Score: Raw -376668.675221 + Penalty 8956.242521 = -367712.432700
  nChanged 4
		SP:Iteration 28Q (72652.940000 sec): 3 clusters
  Score: Raw -376675.548598 + Penalty 8956.242521 = -367719.306077
  nChanged 1
		SP:Iteration 29Q (72652.950000 sec): 3 clusters
  Score: Raw -376678.556869 + Penalty 8956.242521 = -367722.314348
  nChanged 1
		SP:Iteration 30Q (72652.960000 sec): 3 clusters
  Score: Raw -376682.406153 + Penalty 8956.242521 = -367726.163632
  nChanged 5
		SP:Iteration 31Q (72652.970000 sec): 3 clusters
  Score: Raw -376690.357750 + Penalty 8956.242521 = -367734.115229
  nChanged 3
		SP:Iteration 32Q (72652.980000 sec): 3 clusters
  Score: Raw -376694.736769 + Penalty 8956.242521 = -367738.494248
  nChanged 2
		SP:Iteration 33Q (72652.990000 sec): 3 clusters
  Score: Raw -376699.816289 + Penalty 8956.242521 = -367743.573769
  nChanged 3
		SP:Iteration 34Q (72653.000000 sec): 3 clusters
  Score: Raw -376704.891095 + Penalty 8956.242521 = -367748.648574
  nChanged 3
		SP:Iteration 35Q (72653.010000 sec): 3 clusters
  Score: Raw -376717.350748 + Penalty 8956.242521 = -367761.108227
  nChanged 5
		SP:Iteration 36Q (72653.020000 sec): 3 clusters
  Score: Raw -376726.035187 + Penalty 8956.242521 = -367769.792666
  nChanged 2
		SP:Iteration 37Q (72653.030000 sec): 3 clusters
  Score: Raw -376732.167579 + Penalty 8956.242521 = -367775.925058
  nChanged 7
		SP:Iteration 38Q (72653.040000 sec): 3 clusters
  Score: Raw -376753.819840 + Penalty 8956.242521 = -367797.577319
  nChanged 8
		SP:Iteration 39Q (72653.050000 sec): 3 clusters
  Score: Raw -376778.680563 + Penalty 8956.242521 = -367822.438042
  nChanged 11
		SP:Iteration 40F (72653.070000 sec): 3 clusters
  Score: Raw -376803.923999 + Penalty 8956.242521 = -367847.681478
  nChanged 10
		SP:Iteration 41Q (72653.070000 sec): 3 clusters
  Score: Raw -376830.812343 + Penalty 8956.242521 = -367874.569822
  nChanged 12
		SP:Iteration 42Q (72653.090000 sec): 3 clusters
  Score: Raw -376850.678344 + Penalty 8956.242521 = -367894.435823
  nChanged 5
		SP:Iteration 43Q (72653.090000 sec): 3 clusters
  Score: Raw -376860.349060 + Penalty 8956.242521 = -367904.106539
  nChanged 1
		SP:Iteration 44Q (72653.110000 sec): 3 clusters
  Score: Raw -376871.754849 + Penalty 8956.242521 = -367915.512328
  nChanged 3
		SP:Iteration 45Q (72653.110000 sec): 3 clusters
  Score: Raw -376874.736463 + Penalty 8956.242521 = -367918.493942
  nChanged 1
		SP:Iteration 46Q (72653.130000 sec): 3 clusters
  Score: Raw -376876.603257 + Penalty 8956.242521 = -367920.360736
  nChanged 1
		SP:Iteration 47Q (72653.130000 sec): 3 clusters
  Score: Raw -376878.067164 + Penalty 8956.242521 = -367921.824643
  nChanged 1
		SP:Iteration 48Q (72653.150000 sec): 3 clusters
  Score: Raw -376879.730466 + Penalty 8956.242521 = -367923.487945
  nChanged 0
		SP:Iteration 49F (72653.160000 sec): 3 clusters
  Score: Raw -376879.730466 + Penalty 8956.242521 = -367923.487945
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 33 (13284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72653.250000 sec): 2 clusters
  Score: Raw -3510879.958346 + Penalty 5815.268294 = -3505064.690052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72653.350000 sec): 3 clusters
  Score: Raw -3504463.651639 + Penalty 11630.536589 = -3492833.115050
  nChanged 5127
		SP:Iteration 1F (72653.450000 sec): 3 clusters
  Score: Raw -3507273.816861 + Penalty 11630.536589 = -3495643.280273
  nChanged 940
		SP:Iteration 2F (72653.550000 sec): 3 clusters
  Score: Raw -3507830.928556 + Penalty 11630.536589 = -3496200.391968
  nChanged 706
		SP:Iteration 3F (72653.650000 sec): 3 clusters
  Score: Raw -3508223.608213 + Penalty 11630.536589 = -3496593.071625
  nChanged 525
		SP:Iteration 4Q (72653.750000 sec): 3 clusters
  Score: Raw -3508535.365990 + Penalty 11630.536589 = -3496904.829402
  nChanged 458
		SP:Iteration 5Q (72653.850000 sec): 3 clusters
  Score: Raw -3508810.707110 + Penalty 11630.536589 = -3497180.170522
  nChanged 452
		SP:Iteration 6Q (72653.950000 sec): 3 clusters
  Score: Raw -3509098.646840 + Penalty 11630.536589 = -3497468.110251
  nChanged 471
		SP:Iteration 7Q (72654.050000 sec): 3 clusters
  Score: Raw -3509441.977480 + Penalty 11630.536589 = -3497811.440892
  nChanged 483
		SP:Iteration 8Q (72654.150000 sec): 3 clusters
  Score: Raw -3509803.789028 + Penalty 11630.536589 = -3498173.252439
  nChanged 515
		SP:Iteration 9Q (72654.250000 sec): 3 clusters
  Score: Raw -3510219.401227 + Penalty 11630.536589 = -3498588.864638
  nChanged 524
		SP:Iteration 10Q (72654.340000 sec): 3 clusters
  Score: Raw -3510656.022850 + Penalty 11630.536589 = -3499025.486261
  nChanged 545
		SP:Iteration 11Q (72654.440000 sec): 3 clusters
  Score: Raw -3511175.382909 + Penalty 11630.536589 = -3499544.846321
  nChanged 558
		SP:Iteration 12Q (72654.540000 sec): 3 clusters
  Score: Raw -3511768.367348 + Penalty 11630.536589 = -3500137.830759
  nChanged 573
		SP:Iteration 13Q (72654.630000 sec): 3 clusters
  Score: Raw -3512411.588007 + Penalty 11630.536589 = -3500781.051418
  nChanged 559
		SP:Iteration 14Q (72654.730000 sec): 3 clusters
  Score: Raw -3513128.028565 + Penalty 11630.536589 = -3501497.491976
  nChanged 527
		SP:Iteration 15Q (72654.820000 sec): 3 clusters
  Score: Raw -3513771.945055 + Penalty 11630.536589 = -3502141.408467
  nChanged 373
		SP:Iteration 16Q (72654.900000 sec): 3 clusters
  Score: Raw -3514120.726477 + Penalty 11630.536589 = -3502490.189888
  nChanged 259
		SP:Iteration 17Q (72654.990000 sec): 3 clusters
  Score: Raw -3514300.323076 + Penalty 11630.536589 = -3502669.786487
  nChanged 168
		SP:Iteration 18Q (72655.070000 sec): 3 clusters
  Score: Raw -3514386.592265 + Penalty 11630.536589 = -3502756.055676
  nChanged 93
		SP:Iteration 19Q (72655.150000 sec): 3 clusters
  Score: Raw -3514425.161157 + Penalty 11630.536589 = -3502794.624568
  nChanged 71
		SP:Iteration 20F (72655.250000 sec): 3 clusters
  Score: Raw -3514452.705751 + Penalty 11630.536589 = -3502822.169162
  nChanged 51
		SP:Iteration 21Q (72655.340000 sec): 3 clusters
  Score: Raw -3514470.163183 + Penalty 11630.536589 = -3502839.626595
  nChanged 26
		SP:Iteration 22Q (72655.420000 sec): 3 clusters
  Score: Raw -3514480.835806 + Penalty 11630.536589 = -3502850.299217
  nChanged 25
		SP:Iteration 23Q (72655.500000 sec): 3 clusters
  Score: Raw -3514491.481209 + Penalty 11630.536589 = -3502860.944620
  nChanged 25
		SP:Iteration 24Q (72655.590000 sec): 3 clusters
  Score: Raw -3514500.874122 + Penalty 11630.536589 = -3502870.337533
  nChanged 21
		SP:Iteration 25Q (72655.670000 sec): 3 clusters
  Score: Raw -3514507.119880 + Penalty 11630.536589 = -3502876.583291
  nChanged 17
		SP:Iteration 26Q (72655.750000 sec): 3 clusters
  Score: Raw -3514511.245274 + Penalty 11630.536589 = -3502880.708685
  nChanged 12
		SP:Iteration 27Q (72655.830000 sec): 3 clusters
  Score: Raw -3514514.353902 + Penalty 11630.536589 = -3502883.817313
  nChanged 5
		SP:Iteration 28Q (72655.910000 sec): 3 clusters
  Score: Raw -3514515.739553 + Penalty 11630.536589 = -3502885.202965
  nChanged 2
		SP:Iteration 29Q (72656.000000 sec): 3 clusters
  Score: Raw -3514516.072407 + Penalty 11630.536589 = -3502885.535819
  nChanged 2
		SP:Iteration 30Q (72656.080000 sec): 3 clusters
  Score: Raw -3514516.306780 + Penalty 11630.536589 = -3502885.770191
  nChanged 2
		SP:Iteration 31Q (72656.160000 sec): 3 clusters
  Score: Raw -3514516.660077 + Penalty 11630.536589 = -3502886.123489
  nChanged 2
		SP:Iteration 32Q (72656.240000 sec): 3 clusters
  Score: Raw -3514517.129835 + Penalty 11630.536589 = -3502886.593246
  nChanged 1
		SP:Iteration 33Q (72656.330000 sec): 3 clusters
  Score: Raw -3514517.304085 + Penalty 11630.536589 = -3502886.767497
  nChanged 1
		SP:Iteration 34Q (72656.410000 sec): 3 clusters
  Score: Raw -3514517.536161 + Penalty 11630.536589 = -3502886.999572
  nChanged 0
		SP:Iteration 35F (72656.510000 sec): 3 clusters
  Score: Raw -3514517.536161 + Penalty 11630.536589 = -3502886.999572
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 34 (59194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72656.910000 sec): 2 clusters
  Score: Raw -16216914.466201 + Penalty 6730.502472 = -16210183.963729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72657.360000 sec): 3 clusters
  Score: Raw -16181983.315724 + Penalty 13461.004944 = -16168522.310780
  nChanged 26275
		SP:Iteration 1F (72657.810000 sec): 3 clusters
  Score: Raw -16196152.253709 + Penalty 13461.004944 = -16182691.248766
  nChanged 2823
		SP:Iteration 2Q (72658.260000 sec): 3 clusters
  Score: Raw -16197039.578141 + Penalty 13461.004944 = -16183578.573197
  nChanged 2376
		SP:Iteration 3Q (72658.710000 sec): 3 clusters
  Score: Raw -16197726.812015 + Penalty 13461.004944 = -16184265.807071
  nChanged 2071
		SP:Iteration 4Q (72659.160000 sec): 3 clusters
  Score: Raw -16198304.776410 + Penalty 13461.004944 = -16184843.771466
  nChanged 1897
		SP:Iteration 5Q (72659.620000 sec): 3 clusters
  Score: Raw -16198845.099665 + Penalty 13461.004944 = -16185384.094721
  nChanged 1854
		SP:Iteration 6Q (72660.070000 sec): 3 clusters
  Score: Raw -16199456.809410 + Penalty 13461.004944 = -16185995.804466
  nChanged 1959
		SP:Iteration 7Q (72660.520000 sec): 3 clusters
  Score: Raw -16200199.594583 + Penalty 13461.004944 = -16186738.589639
  nChanged 2157
		SP:Iteration 8Q (72660.970000 sec): 3 clusters
  Score: Raw -16201199.222505 + Penalty 13461.004944 = -16187738.217561
  nChanged 2521
		SP:Iteration 9Q (72661.420000 sec): 3 clusters
  Score: Raw -16202572.091106 + Penalty 13461.004944 = -16189111.086162
  nChanged 2881
		SP:Iteration 10Q (72661.880000 sec): 3 clusters
  Score: Raw -16204372.210589 + Penalty 13461.004944 = -16190911.205645
  nChanged 3201
		SP:Iteration 11F (72662.320000 sec): 3 clusters
  Score: Raw -16206591.101649 + Penalty 13461.004944 = -16193130.096705
  nChanged 3390
		SP:Iteration 12F (72662.770000 sec): 3 clusters
  Score: Raw -16209199.340922 + Penalty 13461.004944 = -16195738.335979
  nChanged 3251
		SP:Iteration 13F (72663.220000 sec): 3 clusters
  Score: Raw -16211893.010978 + Penalty 13461.004944 = -16198432.006034
  nChanged 2664
		SP:Iteration 14Q (72663.660000 sec): 3 clusters
  Score: Raw -16214086.341062 + Penalty 13461.004944 = -16200625.336118
  nChanged 1946
		SP:Iteration 15Q (72664.080000 sec): 3 clusters
  Score: Raw -16215646.385444 + Penalty 13461.004944 = -16202185.380500
  nChanged 1280
		SP:Iteration 16Q (72664.480000 sec): 3 clusters
  Score: Raw -16216647.274732 + Penalty 13461.004944 = -16203186.269789
  nChanged 864
		SP:Iteration 17Q (72664.880000 sec): 3 clusters
  Score: Raw -16217377.600707 + Penalty 13461.004944 = -16203916.595763
  nChanged 606
		SP:Iteration 18Q (72665.250000 sec): 3 clusters
  Score: Raw -16217902.240896 + Penalty 13461.004944 = -16204441.235952
  nChanged 449
		SP:Iteration 19Q (72665.610000 sec): 3 clusters
  Score: Raw -16218272.561885 + Penalty 13461.004944 = -16204811.556941
  nChanged 359
		SP:Iteration 20F (72666.060000 sec): 3 clusters
  Score: Raw -16218531.318193 + Penalty 13461.004944 = -16205070.313249
  nChanged 292
		SP:Iteration 21Q (72666.400000 sec): 3 clusters
  Score: Raw -16218711.736754 + Penalty 13461.004944 = -16205250.731810
  nChanged 226
		SP:Iteration 22Q (72666.730000 sec): 3 clusters
  Score: Raw -16218862.369614 + Penalty 13461.004944 = -16205401.364670
  nChanged 212
		SP:Iteration 23Q (72667.060000 sec): 3 clusters
  Score: Raw -16219016.292388 + Penalty 13461.004944 = -16205555.287444
  nChanged 199
		SP:Iteration 24Q (72667.390000 sec): 3 clusters
  Score: Raw -16219159.712140 + Penalty 13461.004944 = -16205698.707197
  nChanged 194
		SP:Iteration 25Q (72667.720000 sec): 3 clusters
  Score: Raw -16219320.060986 + Penalty 13461.004944 = -16205859.056042
  nChanged 199
		SP:Iteration 26Q (72668.040000 sec): 3 clusters
  Score: Raw -16219495.330786 + Penalty 13461.004944 = -16206034.325842
  nChanged 234
		SP:Iteration 27Q (72668.370000 sec): 3 clusters
  Score: Raw -16219672.161729 + Penalty 13461.004944 = -16206211.156785
  nChanged 204
		SP:Iteration 28Q (72668.690000 sec): 3 clusters
  Score: Raw -16219806.200603 + Penalty 13461.004944 = -16206345.195659
  nChanged 187
		SP:Iteration 29Q (72669.010000 sec): 3 clusters
  Score: Raw -16219894.407361 + Penalty 13461.004944 = -16206433.402417
  nChanged 152
		SP:Iteration 30Q (72669.330000 sec): 3 clusters
  Score: Raw -16219953.805196 + Penalty 13461.004944 = -16206492.800253
  nChanged 108
		SP:Iteration 31Q (72669.660000 sec): 3 clusters
  Score: Raw -16219991.874926 + Penalty 13461.004944 = -16206530.869982
  nChanged 103
		SP:Iteration 32Q (72669.980000 sec): 3 clusters
  Score: Raw -16220031.192238 + Penalty 13461.004944 = -16206570.187295
  nChanged 91
		SP:Iteration 33Q (72670.300000 sec): 3 clusters
  Score: Raw -16220058.931295 + Penalty 13461.004944 = -16206597.926351
  nChanged 67
		SP:Iteration 34Q (72670.620000 sec): 3 clusters
  Score: Raw -16220078.110148 + Penalty 13461.004944 = -16206617.105204
  nChanged 57
		SP:Iteration 35Q (72670.940000 sec): 3 clusters
  Score: Raw -16220092.255542 + Penalty 13461.004944 = -16206631.250598
  nChanged 41
		SP:Iteration 36Q (72671.260000 sec): 3 clusters
  Score: Raw -16220102.368396 + Penalty 13461.004944 = -16206641.363452
  nChanged 33
		SP:Iteration 37Q (72671.580000 sec): 3 clusters
  Score: Raw -16220111.222651 + Penalty 13461.004944 = -16206650.217707
  nChanged 37
		SP:Iteration 38Q (72671.900000 sec): 3 clusters
  Score: Raw -16220121.168314 + Penalty 13461.004944 = -16206660.163370
  nChanged 26
		SP:Iteration 39Q (72672.220000 sec): 3 clusters
  Score: Raw -16220127.490441 + Penalty 13461.004944 = -16206666.485497
  nChanged 19
		SP:Iteration 40F (72672.670000 sec): 3 clusters
  Score: Raw -16220131.298515 + Penalty 13461.004944 = -16206670.293572
  nChanged 16
		SP:Iteration 41Q (72673.000000 sec): 3 clusters
  Score: Raw -16220134.565611 + Penalty 13461.004944 = -16206673.560668
  nChanged 12
		SP:Iteration 42Q (72673.320000 sec): 3 clusters
  Score: Raw -16220136.546932 + Penalty 13461.004944 = -16206675.541988
  nChanged 10
		SP:Iteration 43Q (72673.650000 sec): 3 clusters
  Score: Raw -16220138.721194 + Penalty 13461.004944 = -16206677.716250
  nChanged 7
		SP:Iteration 44Q (72673.970000 sec): 3 clusters
  Score: Raw -16220140.166715 + Penalty 13461.004944 = -16206679.161771
  nChanged 6
		SP:Iteration 45Q (72674.300000 sec): 3 clusters
  Score: Raw -16220141.456661 + Penalty 13461.004944 = -16206680.451718
  nChanged 7
		SP:Iteration 46Q (72674.620000 sec): 3 clusters
  Score: Raw -16220142.467448 + Penalty 13461.004944 = -16206681.462504
  nChanged 2
		SP:Iteration 47Q (72674.940000 sec): 3 clusters
  Score: Raw -16220142.713484 + Penalty 13461.004944 = -16206681.708540
  nChanged 3
		SP:Iteration 48Q (72675.270000 sec): 3 clusters
  Score: Raw -16220143.206472 + Penalty 13461.004944 = -16206682.201528
  nChanged 3
		SP:Iteration 49Q (72675.590000 sec): 3 clusters
  Score: Raw -16220143.707826 + Penalty 13461.004944 = -16206682.702882
  nChanged 1
		SP:Iteration 50Q (72675.920000 sec): 3 clusters
  Score: Raw -16220143.808976 + Penalty 13461.004944 = -16206682.804032
  nChanged 1
		SP:Iteration 51Q (72676.240000 sec): 3 clusters
  Score: Raw -16220144.007169 + Penalty 13461.004944 = -16206683.002226
  nChanged 2
		SP:Iteration 52Q (72676.570000 sec): 3 clusters
  Score: Raw -16220144.333762 + Penalty 13461.004944 = -16206683.328819
  nChanged 4
		SP:Iteration 53Q (72676.890000 sec): 3 clusters
  Score: Raw -16220145.110710 + Penalty 13461.004944 = -16206684.105766
  nChanged 2
		SP:Iteration 54Q (72677.220000 sec): 3 clusters
  Score: Raw -16220145.458907 + Penalty 13461.004944 = -16206684.453963
  nChanged 1
		SP:Iteration 55Q (72677.540000 sec): 3 clusters
  Score: Raw -16220145.595686 + Penalty 13461.004944 = -16206684.590742
  nChanged 0
		SP:Iteration 56F (72677.990000 sec): 3 clusters
  Score: Raw -16220145.595686 + Penalty 13461.004944 = -16206684.590742
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 35 (23156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72678.160000 sec): 2 clusters
  Score: Raw -5920355.992659 + Penalty 6155.630638 = -5914200.362021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72678.340000 sec): 3 clusters
  Score: Raw -5908134.029105 + Penalty 12311.261276 = -5895822.767829
  nChanged 9462
		SP:Iteration 1F (72678.520000 sec): 3 clusters
  Score: Raw -5913738.739232 + Penalty 12311.261276 = -5901427.477956
  nChanged 1791
		SP:Iteration 2F (72678.690000 sec): 3 clusters
  Score: Raw -5914969.226684 + Penalty 12311.261276 = -5902657.965408
  nChanged 1467
		SP:Iteration 3F (72678.870000 sec): 3 clusters
  Score: Raw -5915887.145966 + Penalty 12311.261276 = -5903575.884690
  nChanged 1265
		SP:Iteration 4F (72679.040000 sec): 3 clusters
  Score: Raw -5916678.741096 + Penalty 12311.261276 = -5904367.479820
  nChanged 1151
		SP:Iteration 5Q (72679.220000 sec): 3 clusters
  Score: Raw -5917357.075277 + Penalty 12311.261276 = -5905045.814001
  nChanged 1037
		SP:Iteration 6Q (72679.400000 sec): 3 clusters
  Score: Raw -5917943.045657 + Penalty 12311.261276 = -5905631.784381
  nChanged 913
		SP:Iteration 7Q (72679.570000 sec): 3 clusters
  Score: Raw -5918434.918874 + Penalty 12311.261276 = -5906123.657598
  nChanged 825
		SP:Iteration 8Q (72679.740000 sec): 3 clusters
  Score: Raw -5918857.276470 + Penalty 12311.261276 = -5906546.015193
  nChanged 756
		SP:Iteration 9Q (72679.920000 sec): 3 clusters
  Score: Raw -5919245.413423 + Penalty 12311.261276 = -5906934.152146
  nChanged 669
		SP:Iteration 10Q (72680.090000 sec): 3 clusters
  Score: Raw -5919553.017016 + Penalty 12311.261276 = -5907241.755740
  nChanged 590
		SP:Iteration 11Q (72680.260000 sec): 3 clusters
  Score: Raw -5919834.464680 + Penalty 12311.261276 = -5907523.203404
  nChanged 531
		SP:Iteration 12Q (72680.440000 sec): 3 clusters
  Score: Raw -5920079.974674 + Penalty 12311.261276 = -5907768.713398
  nChanged 484
		SP:Iteration 13Q (72680.610000 sec): 3 clusters
  Score: Raw -5920286.122050 + Penalty 12311.261276 = -5907974.860774
  nChanged 466
		SP:Iteration 14Q (72680.780000 sec): 3 clusters
  Score: Raw -5920494.553558 + Penalty 12311.261276 = -5908183.292282
  nChanged 451
		SP:Iteration 15Q (72680.960000 sec): 3 clusters
  Score: Raw -5920687.123728 + Penalty 12311.261276 = -5908375.862451
  nChanged 418
		SP:Iteration 16Q (72681.130000 sec): 3 clusters
  Score: Raw -5920854.873260 + Penalty 12311.261276 = -5908543.611984
  nChanged 389
		SP:Iteration 17Q (72681.300000 sec): 3 clusters
  Score: Raw -5921004.728223 + Penalty 12311.261276 = -5908693.466947
  nChanged 346
		SP:Iteration 18Q (72681.480000 sec): 3 clusters
  Score: Raw -5921143.971734 + Penalty 12311.261276 = -5908832.710458
  nChanged 337
		SP:Iteration 19Q (72681.650000 sec): 3 clusters
  Score: Raw -5921268.422747 + Penalty 12311.261276 = -5908957.161471
  nChanged 285
		SP:Iteration 20F (72681.820000 sec): 3 clusters
  Score: Raw -5921377.670154 + Penalty 12311.261276 = -5909066.408877
  nChanged 302
		SP:Iteration 21Q (72682.000000 sec): 3 clusters
  Score: Raw -5921486.908547 + Penalty 12311.261276 = -5909175.647270
  nChanged 265
		SP:Iteration 22Q (72682.170000 sec): 3 clusters
  Score: Raw -5921584.754438 + Penalty 12311.261276 = -5909273.493162
  nChanged 242
		SP:Iteration 23Q (72682.340000 sec): 3 clusters
  Score: Raw -5921663.485732 + Penalty 12311.261276 = -5909352.224455
  nChanged 205
		SP:Iteration 24Q (72682.510000 sec): 3 clusters
  Score: Raw -5921722.580643 + Penalty 12311.261276 = -5909411.319366
  nChanged 167
		SP:Iteration 25Q (72682.680000 sec): 3 clusters
  Score: Raw -5921770.338408 + Penalty 12311.261276 = -5909459.077132
  nChanged 184
		SP:Iteration 26Q (72682.850000 sec): 3 clusters
  Score: Raw -5921827.808917 + Penalty 12311.261276 = -5909516.547640
  nChanged 178
		SP:Iteration 27Q (72683.020000 sec): 3 clusters
  Score: Raw -5921891.464786 + Penalty 12311.261276 = -5909580.203510
  nChanged 192
		SP:Iteration 28Q (72683.190000 sec): 3 clusters
  Score: Raw -5921948.591143 + Penalty 12311.261276 = -5909637.329866
  nChanged 162
		SP:Iteration 29Q (72683.360000 sec): 3 clusters
  Score: Raw -5921996.274758 + Penalty 12311.261276 = -5909685.013481
  nChanged 160
		SP:Iteration 30Q (72683.520000 sec): 3 clusters
  Score: Raw -5922043.009811 + Penalty 12311.261276 = -5909731.748535
  nChanged 146
		SP:Iteration 31Q (72683.690000 sec): 3 clusters
  Score: Raw -5922084.100672 + Penalty 12311.261276 = -5909772.839396
  nChanged 125
		SP:Iteration 32Q (72683.850000 sec): 3 clusters
  Score: Raw -5922125.289769 + Penalty 12311.261276 = -5909814.028492
  nChanged 142
		SP:Iteration 33Q (72684.020000 sec): 3 clusters
  Score: Raw -5922167.759262 + Penalty 12311.261276 = -5909856.497986
  nChanged 134
		SP:Iteration 34Q (72684.180000 sec): 3 clusters
  Score: Raw -5922209.578189 + Penalty 12311.261276 = -5909898.316913
  nChanged 143
		SP:Iteration 35Q (72684.350000 sec): 3 clusters
  Score: Raw -5922254.530334 + Penalty 12311.261276 = -5909943.269058
  nChanged 130
		SP:Iteration 36Q (72684.520000 sec): 3 clusters
  Score: Raw -5922295.155746 + Penalty 12311.261276 = -5909983.894469
  nChanged 129
		SP:Iteration 37Q (72684.680000 sec): 3 clusters
  Score: Raw -5922332.912122 + Penalty 12311.261276 = -5910021.650846
  nChanged 121
		SP:Iteration 38Q (72684.840000 sec): 3 clusters
  Score: Raw -5922366.570981 + Penalty 12311.261276 = -5910055.309705
  nChanged 105
		SP:Iteration 39Q (72685.010000 sec): 3 clusters
  Score: Raw -5922395.752546 + Penalty 12311.261276 = -5910084.491269
  nChanged 92
		SP:Iteration 40F (72685.180000 sec): 3 clusters
  Score: Raw -5922425.671662 + Penalty 12311.261276 = -5910114.410386
  nChanged 111
		SP:Iteration 41Q (72685.350000 sec): 3 clusters
  Score: Raw -5922465.349287 + Penalty 12311.261276 = -5910154.088010
  nChanged 128
		SP:Iteration 42Q (72685.510000 sec): 3 clusters
  Score: Raw -5922509.151621 + Penalty 12311.261276 = -5910197.890345
  nChanged 116
		SP:Iteration 43Q (72685.670000 sec): 3 clusters
  Score: Raw -5922549.813372 + Penalty 12311.261276 = -5910238.552095
  nChanged 121
		SP:Iteration 44Q (72685.830000 sec): 3 clusters
  Score: Raw -5922593.150301 + Penalty 12311.261276 = -5910281.889025
  nChanged 130
		SP:Iteration 45Q (72686.000000 sec): 3 clusters
  Score: Raw -5922638.836283 + Penalty 12311.261276 = -5910327.575007
  nChanged 126
		SP:Iteration 46Q (72686.160000 sec): 3 clusters
  Score: Raw -5922687.353254 + Penalty 12311.261276 = -5910376.091978
  nChanged 143
		SP:Iteration 47Q (72686.320000 sec): 3 clusters
  Score: Raw -5922744.151970 + Penalty 12311.261276 = -5910432.890694
  nChanged 150
		SP:Iteration 48Q (72686.480000 sec): 3 clusters
  Score: Raw -5922808.264627 + Penalty 12311.261276 = -5910497.003351
  nChanged 155
		SP:Iteration 49Q (72686.640000 sec): 3 clusters
  Score: Raw -5922879.948089 + Penalty 12311.261276 = -5910568.686812
  nChanged 149
		SP:Iteration 50Q (72686.800000 sec): 3 clusters
  Score: Raw -5922950.386171 + Penalty 12311.261276 = -5910639.124894
  nChanged 160
		SP:Iteration 51Q (72686.960000 sec): 3 clusters
  Score: Raw -5923017.513378 + Penalty 12311.261276 = -5910706.252101
  nChanged 127
		SP:Iteration 52Q (72687.120000 sec): 3 clusters
  Score: Raw -5923070.356695 + Penalty 12311.261276 = -5910759.095419
  nChanged 134
		SP:Iteration 53Q (72687.270000 sec): 3 clusters
  Score: Raw -5923121.579443 + Penalty 12311.261276 = -5910810.318166
  nChanged 126
		SP:Iteration 54Q (72687.430000 sec): 3 clusters
  Score: Raw -5923173.140882 + Penalty 12311.261276 = -5910861.879605
  nChanged 120
		SP:Iteration 55Q (72687.580000 sec): 3 clusters
  Score: Raw -5923223.962032 + Penalty 12311.261276 = -5910912.700756
  nChanged 108
		SP:Iteration 56Q (72687.740000 sec): 3 clusters
  Score: Raw -5923265.525063 + Penalty 12311.261276 = -5910954.263787
  nChanged 96
		SP:Iteration 57Q (72687.890000 sec): 3 clusters
  Score: Raw -5923300.312576 + Penalty 12311.261276 = -5910989.051300
  nChanged 84
		SP:Iteration 58Q (72688.050000 sec): 3 clusters
  Score: Raw -5923328.903347 + Penalty 12311.261276 = -5911017.642070
  nChanged 77
		SP:Iteration 59Q (72688.200000 sec): 3 clusters
  Score: Raw -5923357.436520 + Penalty 12311.261276 = -5911046.175244
  nChanged 78
		SP:Iteration 60F (72688.380000 sec): 3 clusters
  Score: Raw -5923384.233935 + Penalty 12311.261276 = -5911072.972659
  nChanged 72
		SP:Iteration 61Q (72688.530000 sec): 3 clusters
  Score: Raw -5923408.294044 + Penalty 12311.261276 = -5911097.032767
  nChanged 67
		SP:Iteration 62Q (72688.690000 sec): 3 clusters
  Score: Raw -5923430.067490 + Penalty 12311.261276 = -5911118.806214
  nChanged 66
		SP:Iteration 63Q (72688.840000 sec): 3 clusters
  Score: Raw -5923451.014188 + Penalty 12311.261276 = -5911139.752912
  nChanged 62
		SP:Iteration 64Q (72688.990000 sec): 3 clusters
  Score: Raw -5923469.945373 + Penalty 12311.261276 = -5911158.684097
  nChanged 47
		SP:Iteration 65Q (72689.150000 sec): 3 clusters
  Score: Raw -5923482.411856 + Penalty 12311.261276 = -5911171.150580
  nChanged 37
		SP:Iteration 66Q (72689.300000 sec): 3 clusters
  Score: Raw -5923492.708921 + Penalty 12311.261276 = -5911181.447645
  nChanged 28
		SP:Iteration 67Q (72689.450000 sec): 3 clusters
  Score: Raw -5923500.913804 + Penalty 12311.261276 = -5911189.652528
  nChanged 32
		SP:Iteration 68Q (72689.600000 sec): 3 clusters
  Score: Raw -5923511.193054 + Penalty 12311.261276 = -5911199.931778
  nChanged 36
		SP:Iteration 69Q (72689.750000 sec): 3 clusters
  Score: Raw -5923523.281233 + Penalty 12311.261276 = -5911212.019957
  nChanged 54
		SP:Iteration 70Q (72689.900000 sec): 3 clusters
  Score: Raw -5923539.316257 + Penalty 12311.261276 = -5911228.054981
  nChanged 41
		SP:Iteration 71Q (72690.050000 sec): 3 clusters
  Score: Raw -5923551.838776 + Penalty 12311.261276 = -5911240.577499
  nChanged 32
		SP:Iteration 72Q (72690.210000 sec): 3 clusters
  Score: Raw -5923562.390248 + Penalty 12311.261276 = -5911251.128971
  nChanged 33
		SP:Iteration 73Q (72690.360000 sec): 3 clusters
  Score: Raw -5923572.938564 + Penalty 12311.261276 = -5911261.677287
  nChanged 32
		SP:Iteration 74Q (72690.510000 sec): 3 clusters
  Score: Raw -5923581.950490 + Penalty 12311.261276 = -5911270.689213
  nChanged 26
		SP:Iteration 75Q (72690.660000 sec): 3 clusters
  Score: Raw -5923587.974857 + Penalty 12311.261276 = -5911276.713580
  nChanged 21
		SP:Iteration 76Q (72690.810000 sec): 3 clusters
  Score: Raw -5923593.497219 + Penalty 12311.261276 = -5911282.235943
  nChanged 22
		SP:Iteration 77Q (72690.960000 sec): 3 clusters
  Score: Raw -5923600.518103 + Penalty 12311.261276 = -5911289.256826
  nChanged 27
		SP:Iteration 78Q (72691.110000 sec): 3 clusters
  Score: Raw -5923608.976029 + Penalty 12311.261276 = -5911297.714752
  nChanged 17
		SP:Iteration 79Q (72691.260000 sec): 3 clusters
  Score: Raw -5923612.973438 + Penalty 12311.261276 = -5911301.712161
  nChanged 13
		SP:Iteration 80F (72691.430000 sec): 3 clusters
  Score: Raw -5923616.691998 + Penalty 12311.261276 = -5911305.430721
  nChanged 20
		SP:Iteration 81Q (72691.580000 sec): 3 clusters
  Score: Raw -5923621.685643 + Penalty 12311.261276 = -5911310.424366
  nChanged 16
		SP:Iteration 82Q (72691.730000 sec): 3 clusters
  Score: Raw -5923625.575364 + Penalty 12311.261276 = -5911314.314088
  nChanged 14
		SP:Iteration 83Q (72691.880000 sec): 3 clusters
  Score: Raw -5923629.599709 + Penalty 12311.261276 = -5911318.338433
  nChanged 17
		SP:Iteration 84Q (72692.030000 sec): 3 clusters
  Score: Raw -5923634.033635 + Penalty 12311.261276 = -5911322.772359
  nChanged 15
		SP:Iteration 85Q (72692.180000 sec): 3 clusters
  Score: Raw -5923637.066159 + Penalty 12311.261276 = -5911325.804883
  nChanged 12
		SP:Iteration 86Q (72692.330000 sec): 3 clusters
  Score: Raw -5923639.889033 + Penalty 12311.261276 = -5911328.627757
  nChanged 13
		SP:Iteration 87Q (72692.480000 sec): 3 clusters
  Score: Raw -5923643.227258 + Penalty 12311.261276 = -5911331.965982
  nChanged 22
		SP:Iteration 88Q (72692.630000 sec): 3 clusters
  Score: Raw -5923649.474595 + Penalty 12311.261276 = -5911338.213319
  nChanged 18
		SP:Iteration 89Q (72692.780000 sec): 3 clusters
  Score: Raw -5923653.962215 + Penalty 12311.261276 = -5911342.700939
  nChanged 12
		SP:Iteration 90Q (72692.930000 sec): 3 clusters
  Score: Raw -5923656.431258 + Penalty 12311.261276 = -5911345.169982
  nChanged 12
		SP:Iteration 91Q (72693.070000 sec): 3 clusters
  Score: Raw -5923659.166178 + Penalty 12311.261276 = -5911347.904901
  nChanged 9
		SP:Iteration 92Q (72693.220000 sec): 3 clusters
  Score: Raw -5923661.410526 + Penalty 12311.261276 = -5911350.149249
  nChanged 8
		SP:Iteration 93Q (72693.370000 sec): 3 clusters
  Score: Raw -5923663.319160 + Penalty 12311.261276 = -5911352.057884
  nChanged 6
		SP:Iteration 94Q (72693.520000 sec): 3 clusters
  Score: Raw -5923664.591655 + Penalty 12311.261276 = -5911353.330379
  nChanged 6
		SP:Iteration 95Q (72693.670000 sec): 3 clusters
  Score: Raw -5923665.959290 + Penalty 12311.261276 = -5911354.698013
  nChanged 4
		SP:Iteration 96Q (72693.810000 sec): 3 clusters
  Score: Raw -5923666.937118 + Penalty 12311.261276 = -5911355.675842
  nChanged 6
		SP:Iteration 97Q (72693.960000 sec): 3 clusters
  Score: Raw -5923667.806851 + Penalty 12311.261276 = -5911356.545574
  nChanged 3
		SP:Iteration 98Q (72694.110000 sec): 3 clusters
  Score: Raw -5923668.382590 + Penalty 12311.261276 = -5911357.121313
  nChanged 2
		SP:Iteration 99Q (72694.260000 sec): 3 clusters
  Score: Raw -5923668.848237 + Penalty 12311.261276 = -5911357.586960
  nChanged 3
		SP:Iteration 100F (72694.440000 sec): 3 clusters
  Score: Raw -5923670.020868 + Penalty 12311.261276 = -5911358.759591
  nChanged 3
		SP:Iteration 101Q (72694.590000 sec): 3 clusters
  Score: Raw -5923671.086092 + Penalty 12311.261276 = -5911359.824816
  nChanged 2
		SP:Iteration 102Q (72694.730000 sec): 3 clusters
  Score: Raw -5923671.474050 + Penalty 12311.261276 = -5911360.212773
  nChanged 2
		SP:Iteration 103Q (72694.880000 sec): 3 clusters
  Score: Raw -5923672.100252 + Penalty 12311.261276 = -5911360.838976
  nChanged 3
		SP:Iteration 104Q (72695.030000 sec): 3 clusters
  Score: Raw -5923672.898726 + Penalty 12311.261276 = -5911361.637450
  nChanged 5
		SP:Iteration 105Q (72695.180000 sec): 3 clusters
  Score: Raw -5923674.531337 + Penalty 12311.261276 = -5911363.270061
  nChanged 4
		SP:Iteration 106Q (72695.330000 sec): 3 clusters
  Score: Raw -5923675.511420 + Penalty 12311.261276 = -5911364.250144
  nChanged 3
		SP:Iteration 107Q (72695.480000 sec): 3 clusters
  Score: Raw -5923676.411490 + Penalty 12311.261276 = -5911365.150214
  nChanged 2
		SP:Iteration 108Q (72695.630000 sec): 3 clusters
  Score: Raw -5923676.780263 + Penalty 12311.261276 = -5911365.518987
  nChanged 2
		SP:Iteration 109Q (72695.770000 sec): 3 clusters
  Score: Raw -5923677.210637 + Penalty 12311.261276 = -5911365.949361
  nChanged 1
		SP:Iteration 110Q (72695.920000 sec): 3 clusters
  Score: Raw -5923677.496194 + Penalty 12311.261276 = -5911366.234918
  nChanged 1
		SP:Iteration 111Q (72696.070000 sec): 3 clusters
  Score: Raw -5923677.632646 + Penalty 12311.261276 = -5911366.371370
  nChanged 1
		SP:Iteration 112Q (72696.220000 sec): 3 clusters
  Score: Raw -5923677.758902 + Penalty 12311.261276 = -5911366.497625
  nChanged 0
		SP:Iteration 113F (72696.400000 sec): 3 clusters
  Score: Raw -5923677.758902 + Penalty 12311.261276 = -5911366.497625
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 36 (64316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72696.850000 sec): 2 clusters
  Score: Raw -17352026.950128 + Penalty 6781.332774 = -17345245.617354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72697.340000 sec): 3 clusters
  Score: Raw -17313878.221805 + Penalty 13562.665548 = -17300315.556257
  nChanged 28705
		SP:Iteration 1F (72697.830000 sec): 3 clusters
  Score: Raw -17329380.156454 + Penalty 13562.665548 = -17315817.490906
  nChanged 2966
		SP:Iteration 2Q (72698.330000 sec): 3 clusters
  Score: Raw -17330278.559149 + Penalty 13562.665548 = -17316715.893601
  nChanged 2541
		SP:Iteration 3Q (72698.820000 sec): 3 clusters
  Score: Raw -17331013.354121 + Penalty 13562.665548 = -17317450.688573
  nChanged 2261
		SP:Iteration 4Q (72699.320000 sec): 3 clusters
  Score: Raw -17331626.402754 + Penalty 13562.665548 = -17318063.737206
  nChanged 2040
		SP:Iteration 5Q (72699.810000 sec): 3 clusters
  Score: Raw -17332183.938531 + Penalty 13562.665548 = -17318621.272983
  nChanged 1938
		SP:Iteration 6Q (72700.310000 sec): 3 clusters
  Score: Raw -17332716.947674 + Penalty 13562.665548 = -17319154.282125
  nChanged 1806
		SP:Iteration 7Q (72700.800000 sec): 3 clusters
  Score: Raw -17333260.520911 + Penalty 13562.665548 = -17319697.855363
  nChanged 1888
		SP:Iteration 8Q (72701.290000 sec): 3 clusters
  Score: Raw -17333866.132036 + Penalty 13562.665548 = -17320303.466488
  nChanged 2004
		SP:Iteration 9Q (72701.790000 sec): 3 clusters
  Score: Raw -17334565.700251 + Penalty 13562.665548 = -17321003.034703
  nChanged 2184
		SP:Iteration 10Q (72702.280000 sec): 3 clusters
  Score: Raw -17335420.365209 + Penalty 13562.665548 = -17321857.699661
  nChanged 2318
		SP:Iteration 11Q (72702.770000 sec): 3 clusters
  Score: Raw -17336430.386708 + Penalty 13562.665548 = -17322867.721160
  nChanged 2479
		SP:Iteration 12Q (72703.260000 sec): 3 clusters
  Score: Raw -17337564.199317 + Penalty 13562.665548 = -17324001.533769
  nChanged 2468
		SP:Iteration 13Q (72703.750000 sec): 3 clusters
  Score: Raw -17338823.288917 + Penalty 13562.665548 = -17325260.623369
  nChanged 2516
		SP:Iteration 14Q (72704.240000 sec): 3 clusters
  Score: Raw -17340093.458120 + Penalty 13562.665548 = -17326530.792572
  nChanged 2495
		SP:Iteration 15Q (72704.730000 sec): 3 clusters
  Score: Raw -17341430.888186 + Penalty 13562.665548 = -17327868.222638
  nChanged 2453
		SP:Iteration 16Q (72705.220000 sec): 3 clusters
  Score: Raw -17342805.014217 + Penalty 13562.665548 = -17329242.348669
  nChanged 2543
		SP:Iteration 17Q (72705.700000 sec): 3 clusters
  Score: Raw -17344250.331075 + Penalty 13562.665548 = -17330687.665527
  nChanged 2576
		SP:Iteration 18Q (72706.180000 sec): 3 clusters
  Score: Raw -17345765.814810 + Penalty 13562.665548 = -17332203.149262
  nChanged 2461
		SP:Iteration 19Q (72706.650000 sec): 3 clusters
  Score: Raw -17347217.802452 + Penalty 13562.665548 = -17333655.136904
  nChanged 2311
		SP:Iteration 20F (72707.130000 sec): 3 clusters
  Score: Raw -17348554.292915 + Penalty 13562.665548 = -17334991.627367
  nChanged 2063
		SP:Iteration 21Q (72707.590000 sec): 3 clusters
  Score: Raw -17349717.735913 + Penalty 13562.665548 = -17336155.070365
  nChanged 1787
		SP:Iteration 22Q (72708.020000 sec): 3 clusters
  Score: Raw -17350694.542471 + Penalty 13562.665548 = -17337131.876923
  nChanged 1446
		SP:Iteration 23Q (72708.450000 sec): 3 clusters
  Score: Raw -17351459.465977 + Penalty 13562.665548 = -17337896.800429
  nChanged 1184
		SP:Iteration 24Q (72708.860000 sec): 3 clusters
  Score: Raw -17352053.760213 + Penalty 13562.665548 = -17338491.094665
  nChanged 851
		SP:Iteration 25Q (72709.270000 sec): 3 clusters
  Score: Raw -17352452.969711 + Penalty 13562.665548 = -17338890.304163
  nChanged 653
		SP:Iteration 26Q (72709.670000 sec): 3 clusters
  Score: Raw -17352713.008569 + Penalty 13562.665548 = -17339150.343020
  nChanged 448
		SP:Iteration 27Q (72710.060000 sec): 3 clusters
  Score: Raw -17352890.928025 + Penalty 13562.665548 = -17339328.262477
  nChanged 370
		SP:Iteration 28Q (72710.450000 sec): 3 clusters
  Score: Raw -17353033.940702 + Penalty 13562.665548 = -17339471.275153
  nChanged 303
		SP:Iteration 29Q (72710.830000 sec): 3 clusters
  Score: Raw -17353152.561474 + Penalty 13562.665548 = -17339589.895926
  nChanged 251
		SP:Iteration 30Q (72711.210000 sec): 3 clusters
  Score: Raw -17353243.924746 + Penalty 13562.665548 = -17339681.259198
  nChanged 190
		SP:Iteration 31Q (72711.590000 sec): 3 clusters
  Score: Raw -17353308.072953 + Penalty 13562.665548 = -17339745.407404
  nChanged 147
		SP:Iteration 32Q (72711.970000 sec): 3 clusters
  Score: Raw -17353359.796531 + Penalty 13562.665548 = -17339797.130983
  nChanged 130
		SP:Iteration 33Q (72712.350000 sec): 3 clusters
  Score: Raw -17353402.544147 + Penalty 13562.665548 = -17339839.878599
  nChanged 94
		SP:Iteration 34Q (72712.720000 sec): 3 clusters
  Score: Raw -17353431.004868 + Penalty 13562.665548 = -17339868.339320
  nChanged 75
		SP:Iteration 35Q (72713.090000 sec): 3 clusters
  Score: Raw -17353455.092935 + Penalty 13562.665548 = -17339892.427387
  nChanged 75
		SP:Iteration 36Q (72713.470000 sec): 3 clusters
  Score: Raw -17353479.750751 + Penalty 13562.665548 = -17339917.085203
  nChanged 67
		SP:Iteration 37Q (72713.840000 sec): 3 clusters
  Score: Raw -17353503.933148 + Penalty 13562.665548 = -17339941.267599
  nChanged 65
		SP:Iteration 38Q (72714.210000 sec): 3 clusters
  Score: Raw -17353528.493021 + Penalty 13562.665548 = -17339965.827473
  nChanged 70
		SP:Iteration 39Q (72714.580000 sec): 3 clusters
  Score: Raw -17353552.471679 + Penalty 13562.665548 = -17339989.806131
  nChanged 56
		SP:Iteration 40F (72715.070000 sec): 3 clusters
  Score: Raw -17353570.305429 + Penalty 13562.665548 = -17340007.639880
  nChanged 46
		SP:Iteration 41Q (72715.430000 sec): 3 clusters
  Score: Raw -17353583.185348 + Penalty 13562.665548 = -17340020.519800
  nChanged 34
		SP:Iteration 42Q (72715.800000 sec): 3 clusters
  Score: Raw -17353593.409930 + Penalty 13562.665548 = -17340030.744382
  nChanged 27
		SP:Iteration 43Q (72716.170000 sec): 3 clusters
  Score: Raw -17353601.919976 + Penalty 13562.665548 = -17340039.254428
  nChanged 27
		SP:Iteration 44Q (72716.540000 sec): 3 clusters
  Score: Raw -17353610.653900 + Penalty 13562.665548 = -17340047.988352
  nChanged 23
		SP:Iteration 45Q (72716.910000 sec): 3 clusters
  Score: Raw -17353617.516057 + Penalty 13562.665548 = -17340054.850508
  nChanged 21
		SP:Iteration 46Q (72717.270000 sec): 3 clusters
  Score: Raw -17353624.363434 + Penalty 13562.665548 = -17340061.697885
  nChanged 22
		SP:Iteration 47Q (72717.640000 sec): 3 clusters
  Score: Raw -17353631.449228 + Penalty 13562.665548 = -17340068.783679
  nChanged 22
		SP:Iteration 48Q (72718.010000 sec): 3 clusters
  Score: Raw -17353639.237373 + Penalty 13562.665548 = -17340076.571825
  nChanged 17
		SP:Iteration 49Q (72718.370000 sec): 3 clusters
  Score: Raw -17353643.264053 + Penalty 13562.665548 = -17340080.598505
  nChanged 13
		SP:Iteration 50Q (72718.740000 sec): 3 clusters
  Score: Raw -17353647.138722 + Penalty 13562.665548 = -17340084.473174
  nChanged 11
		SP:Iteration 51Q (72719.100000 sec): 3 clusters
  Score: Raw -17353650.797966 + Penalty 13562.665548 = -17340088.132418
  nChanged 13
		SP:Iteration 52Q (72719.460000 sec): 3 clusters
  Score: Raw -17353654.438315 + Penalty 13562.665548 = -17340091.772766
  nChanged 14
		SP:Iteration 53Q (72719.830000 sec): 3 clusters
  Score: Raw -17353658.174623 + Penalty 13562.665548 = -17340095.509075
  nChanged 10
		SP:Iteration 54Q (72720.190000 sec): 3 clusters
  Score: Raw -17353661.320057 + Penalty 13562.665548 = -17340098.654508
  nChanged 16
		SP:Iteration 55Q (72720.560000 sec): 3 clusters
  Score: Raw -17353665.319096 + Penalty 13562.665548 = -17340102.653547
  nChanged 6
		SP:Iteration 56Q (72720.930000 sec): 3 clusters
  Score: Raw -17353666.861060 + Penalty 13562.665548 = -17340104.195512
  nChanged 6
		SP:Iteration 57Q (72721.290000 sec): 3 clusters
  Score: Raw -17353668.310394 + Penalty 13562.665548 = -17340105.644846
  nChanged 2
		SP:Iteration 58Q (72721.660000 sec): 3 clusters
  Score: Raw -17353668.831797 + Penalty 13562.665548 = -17340106.166249
  nChanged 0
		SP:Iteration 59F (72722.140000 sec): 3 clusters
  Score: Raw -17353668.831797 + Penalty 13562.665548 = -17340106.166249
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 37 (56875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72722.520000 sec): 2 clusters
  Score: Raw -15137892.170443 + Penalty 6706.024333 = -15131186.146110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72722.950000 sec): 3 clusters
  Score: Raw -15104509.807585 + Penalty 13412.048666 = -15091097.758918
  nChanged 25172
		SP:Iteration 1F (72723.380000 sec): 3 clusters
  Score: Raw -15118002.994693 + Penalty 13412.048666 = -15104590.946027
  nChanged 2825
		SP:Iteration 2Q (72723.820000 sec): 3 clusters
  Score: Raw -15118979.526413 + Penalty 13412.048666 = -15105567.477746
  nChanged 2433
		SP:Iteration 3Q (72724.250000 sec): 3 clusters
  Score: Raw -15119856.050314 + Penalty 13412.048666 = -15106444.001648
  nChanged 2308
		SP:Iteration 4Q (72724.690000 sec): 3 clusters
  Score: Raw -15120698.675286 + Penalty 13412.048666 = -15107286.626620
  nChanged 2201
		SP:Iteration 5Q (72725.120000 sec): 3 clusters
  Score: Raw -15121467.067639 + Penalty 13412.048666 = -15108055.018972
  nChanged 2008
		SP:Iteration 6Q (72725.560000 sec): 3 clusters
  Score: Raw -15122159.190148 + Penalty 13412.048666 = -15108747.141481
  nChanged 2016
		SP:Iteration 7Q (72725.990000 sec): 3 clusters
  Score: Raw -15122863.399710 + Penalty 13412.048666 = -15109451.351044
  nChanged 2039
		SP:Iteration 8Q (72726.430000 sec): 3 clusters
  Score: Raw -15123574.876974 + Penalty 13412.048666 = -15110162.828308
  nChanged 2046
		SP:Iteration 9Q (72726.860000 sec): 3 clusters
  Score: Raw -15124314.099861 + Penalty 13412.048666 = -15110902.051195
  nChanged 2113
		SP:Iteration 10Q (72727.290000 sec): 3 clusters
  Score: Raw -15125099.294399 + Penalty 13412.048666 = -15111687.245733
  nChanged 2101
		SP:Iteration 11Q (72727.720000 sec): 3 clusters
  Score: Raw -15125887.943928 + Penalty 13412.048666 = -15112475.895261
  nChanged 2049
		SP:Iteration 12Q (72728.160000 sec): 3 clusters
  Score: Raw -15126669.735443 + Penalty 13412.048666 = -15113257.686777
  nChanged 1985
		SP:Iteration 13Q (72728.590000 sec): 3 clusters
  Score: Raw -15127488.626483 + Penalty 13412.048666 = -15114076.577816
  nChanged 1981
		SP:Iteration 14Q (72729.020000 sec): 3 clusters
  Score: Raw -15128372.244379 + Penalty 13412.048666 = -15114960.195712
  nChanged 2064
		SP:Iteration 15Q (72729.460000 sec): 3 clusters
  Score: Raw -15129398.385936 + Penalty 13412.048666 = -15115986.337269
  nChanged 2062
		SP:Iteration 16Q (72729.890000 sec): 3 clusters
  Score: Raw -15130531.082292 + Penalty 13412.048666 = -15117119.033626
  nChanged 2148
		SP:Iteration 17Q (72730.320000 sec): 3 clusters
  Score: Raw -15131876.812891 + Penalty 13412.048666 = -15118464.764225
  nChanged 2059
		SP:Iteration 18Q (72730.740000 sec): 3 clusters
  Score: Raw -15133300.142854 + Penalty 13412.048666 = -15119888.094188
  nChanged 1800
		SP:Iteration 19Q (72731.170000 sec): 3 clusters
  Score: Raw -15134681.178904 + Penalty 13412.048666 = -15121269.130238
  nChanged 1493
		SP:Iteration 20F (72731.600000 sec): 3 clusters
  Score: Raw -15135848.037076 + Penalty 13412.048666 = -15122435.988410
  nChanged 1162
		SP:Iteration 21Q (72732.000000 sec): 3 clusters
  Score: Raw -15136701.751331 + Penalty 13412.048666 = -15123289.702665
  nChanged 912
		SP:Iteration 22Q (72732.380000 sec): 3 clusters
  Score: Raw -15137341.957744 + Penalty 13412.048666 = -15123929.909078
  nChanged 697
		SP:Iteration 23Q (72732.740000 sec): 3 clusters
  Score: Raw -15137816.015645 + Penalty 13412.048666 = -15124403.966978
  nChanged 572
		SP:Iteration 24Q (72733.090000 sec): 3 clusters
  Score: Raw -15138165.280344 + Penalty 13412.048666 = -15124753.231677
  nChanged 408
		SP:Iteration 25Q (72733.430000 sec): 3 clusters
  Score: Raw -15138390.316633 + Penalty 13412.048666 = -15124978.267966
  nChanged 328
		SP:Iteration 26Q (72733.770000 sec): 3 clusters
  Score: Raw -15138554.403879 + Penalty 13412.048666 = -15125142.355213
  nChanged 264
		SP:Iteration 27Q (72734.100000 sec): 3 clusters
  Score: Raw -15138677.258299 + Penalty 13412.048666 = -15125265.209632
  nChanged 221
		SP:Iteration 28Q (72734.420000 sec): 3 clusters
  Score: Raw -15138781.371453 + Penalty 13412.048666 = -15125369.322786
  nChanged 190
		SP:Iteration 29Q (72734.750000 sec): 3 clusters
  Score: Raw -15138866.273093 + Penalty 13412.048666 = -15125454.224426
  nChanged 145
		SP:Iteration 30Q (72735.070000 sec): 3 clusters
  Score: Raw -15138924.964011 + Penalty 13412.048666 = -15125512.915345
  nChanged 103
		SP:Iteration 31Q (72735.390000 sec): 3 clusters
  Score: Raw -15138970.584653 + Penalty 13412.048666 = -15125558.535987
  nChanged 85
		SP:Iteration 32Q (72735.700000 sec): 3 clusters
  Score: Raw -15139005.928611 + Penalty 13412.048666 = -15125593.879944
  nChanged 84
		SP:Iteration 33Q (72736.020000 sec): 3 clusters
  Score: Raw -15139041.717829 + Penalty 13412.048666 = -15125629.669163
  nChanged 75
		SP:Iteration 34Q (72736.330000 sec): 3 clusters
  Score: Raw -15139075.427364 + Penalty 13412.048666 = -15125663.378698
  nChanged 69
		SP:Iteration 35Q (72736.650000 sec): 3 clusters
  Score: Raw -15139106.012954 + Penalty 13412.048666 = -15125693.964288
  nChanged 51
		SP:Iteration 36Q (72736.960000 sec): 3 clusters
  Score: Raw -15139126.130096 + Penalty 13412.048666 = -15125714.081430
  nChanged 49
		SP:Iteration 37Q (72737.270000 sec): 3 clusters
  Score: Raw -15139144.274628 + Penalty 13412.048666 = -15125732.225961
  nChanged 39
		SP:Iteration 38Q (72737.580000 sec): 3 clusters
  Score: Raw -15139157.825020 + Penalty 13412.048666 = -15125745.776354
  nChanged 30
		SP:Iteration 39Q (72737.890000 sec): 3 clusters
  Score: Raw -15139169.708675 + Penalty 13412.048666 = -15125757.660009
  nChanged 27
		SP:Iteration 40F (72738.320000 sec): 3 clusters
  Score: Raw -15139179.517149 + Penalty 13412.048666 = -15125767.468482
  nChanged 25
		SP:Iteration 41Q (72738.630000 sec): 3 clusters
  Score: Raw -15139190.561127 + Penalty 13412.048666 = -15125778.512460
  nChanged 29
		SP:Iteration 42Q (72738.940000 sec): 3 clusters
  Score: Raw -15139203.003655 + Penalty 13412.048666 = -15125790.954989
  nChanged 33
		SP:Iteration 43Q (72739.250000 sec): 3 clusters
  Score: Raw -15139216.692252 + Penalty 13412.048666 = -15125804.643586
  nChanged 35
		SP:Iteration 44Q (72739.560000 sec): 3 clusters
  Score: Raw -15139231.645768 + Penalty 13412.048666 = -15125819.597102
  nChanged 23
		SP:Iteration 45Q (72739.870000 sec): 3 clusters
  Score: Raw -15139240.208513 + Penalty 13412.048666 = -15125828.159847
  nChanged 23
		SP:Iteration 46Q (72740.180000 sec): 3 clusters
  Score: Raw -15139250.350490 + Penalty 13412.048666 = -15125838.301824
  nChanged 18
		SP:Iteration 47Q (72740.480000 sec): 3 clusters
  Score: Raw -15139256.381835 + Penalty 13412.048666 = -15125844.333169
  nChanged 14
		SP:Iteration 48Q (72740.790000 sec): 3 clusters
  Score: Raw -15139261.409827 + Penalty 13412.048666 = -15125849.361161
  nChanged 12
		SP:Iteration 49Q (72741.100000 sec): 3 clusters
  Score: Raw -15139265.892260 + Penalty 13412.048666 = -15125853.843594
  nChanged 10
		SP:Iteration 50Q (72741.410000 sec): 3 clusters
  Score: Raw -15139268.805080 + Penalty 13412.048666 = -15125856.756414
  nChanged 7
		SP:Iteration 51Q (72741.710000 sec): 3 clusters
  Score: Raw -15139271.632929 + Penalty 13412.048666 = -15125859.584262
  nChanged 3
		SP:Iteration 52Q (72742.020000 sec): 3 clusters
  Score: Raw -15139272.836444 + Penalty 13412.048666 = -15125860.787778
  nChanged 2
		SP:Iteration 53Q (72742.330000 sec): 3 clusters
  Score: Raw -15139273.412532 + Penalty 13412.048666 = -15125861.363865
  nChanged 2
		SP:Iteration 54Q (72742.630000 sec): 3 clusters
  Score: Raw -15139274.397532 + Penalty 13412.048666 = -15125862.348866
  nChanged 3
		SP:Iteration 55Q (72742.940000 sec): 3 clusters
  Score: Raw -15139275.603807 + Penalty 13412.048666 = -15125863.555141
  nChanged 2
		SP:Iteration 56Q (72743.250000 sec): 3 clusters
  Score: Raw -15139276.488982 + Penalty 13412.048666 = -15125864.440315
  nChanged 2
		SP:Iteration 57Q (72743.560000 sec): 3 clusters
  Score: Raw -15139277.196116 + Penalty 13412.048666 = -15125865.147450
  nChanged 2
		SP:Iteration 58Q (72743.870000 sec): 3 clusters
  Score: Raw -15139277.821749 + Penalty 13412.048666 = -15125865.773083
  nChanged 1
		SP:Iteration 59Q (72744.170000 sec): 3 clusters
  Score: Raw -15139278.630454 + Penalty 13412.048666 = -15125866.581787
  nChanged 3
		SP:Iteration 60F (72744.600000 sec): 3 clusters
  Score: Raw -15139279.724032 + Penalty 13412.048666 = -15125867.675365
  nChanged 5
		SP:Iteration 61Q (72744.910000 sec): 3 clusters
  Score: Raw -15139281.366920 + Penalty 13412.048666 = -15125869.318253
  nChanged 4
		SP:Iteration 62Q (72745.220000 sec): 3 clusters
  Score: Raw -15139282.487423 + Penalty 13412.048666 = -15125870.438756
  nChanged 2
		SP:Iteration 63Q (72745.520000 sec): 3 clusters
  Score: Raw -15139283.365343 + Penalty 13412.048666 = -15125871.316677
  nChanged 1
		SP:Iteration 64Q (72745.830000 sec): 3 clusters
  Score: Raw -15139283.492839 + Penalty 13412.048666 = -15125871.444173
  nChanged 0
		SP:Iteration 65F (72746.260000 sec): 3 clusters
  Score: Raw -15139283.492839 + Penalty 13412.048666 = -15125871.444173
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 38 (839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72746.300000 sec): 2 clusters
  Score: Raw -201718.783989 + Penalty 4123.479058 = -197595.304932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72746.310000 sec): 3 clusters
  Score: Raw -202204.222699 + Penalty 8246.958115 = -193957.264584
  nChanged 145
		SP:Iteration 1F (72746.320000 sec): 3 clusters
  Score: Raw -202802.174038 + Penalty 8246.958115 = -194555.215923
  nChanged 59
		SP:Iteration 2F (72746.320000 sec): 3 clusters
  Score: Raw -203183.554296 + Penalty 8246.958115 = -194936.596180
  nChanged 47
		SP:Iteration 3F (72746.330000 sec): 3 clusters
  Score: Raw -203407.935430 + Penalty 8246.958115 = -195160.977315
  nChanged 28
		SP:Iteration 4Q (72746.330000 sec): 3 clusters
  Score: Raw -203548.472063 + Penalty 8246.958115 = -195301.513948
  nChanged 17
		SP:Iteration 5Q (72746.340000 sec): 3 clusters
  Score: Raw -203599.223897 + Penalty 8246.958115 = -195352.265782
  nChanged 10
		SP:Iteration 6Q (72746.350000 sec): 3 clusters
  Score: Raw -203632.849935 + Penalty 8246.958115 = -195385.891820
  nChanged 8
		SP:Iteration 7Q (72746.350000 sec): 3 clusters
  Score: Raw -203671.835660 + Penalty 8246.958115 = -195424.877545
  nChanged 9
		SP:Iteration 8Q (72746.360000 sec): 3 clusters
  Score: Raw -203719.153789 + Penalty 8246.958115 = -195472.195674
  nChanged 9
		SP:Iteration 9Q (72746.360000 sec): 3 clusters
  Score: Raw -203750.664680 + Penalty 8246.958115 = -195503.706565
  nChanged 4
		SP:Iteration 10Q (72746.370000 sec): 3 clusters
  Score: Raw -203760.283488 + Penalty 8246.958115 = -195513.325373
  nChanged 1
		SP:Iteration 11Q (72746.370000 sec): 3 clusters
  Score: Raw -203762.540687 + Penalty 8246.958115 = -195515.582572
  nChanged 0
		SP:Iteration 12F (72746.380000 sec): 3 clusters
  Score: Raw -203762.540687 + Penalty 8246.958115 = -195515.582572
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 39 (1748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72746.390000 sec): 2 clusters
  Score: Raw -449609.744359 + Penalty 4573.064378 = -445036.679981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72746.410000 sec): 3 clusters
  Score: Raw -449327.648349 + Penalty 9146.128756 = -440181.519592
  nChanged 364
		SP:Iteration 1F (72746.420000 sec): 3 clusters
  Score: Raw -449828.508653 + Penalty 9146.128756 = -440682.379897
  nChanged 93
		SP:Iteration 2F (72746.430000 sec): 3 clusters
  Score: Raw -450028.559434 + Penalty 9146.128756 = -440882.430677
  nChanged 71
		SP:Iteration 3Q (72746.450000 sec): 3 clusters
  Score: Raw -450148.026536 + Penalty 9146.128756 = -441001.897780
  nChanged 35
		SP:Iteration 4Q (72746.460000 sec): 3 clusters
  Score: Raw -450200.640702 + Penalty 9146.128756 = -441054.511946
  nChanged 15
		SP:Iteration 5Q (72746.470000 sec): 3 clusters
  Score: Raw -450221.427644 + Penalty 9146.128756 = -441075.298888
  nChanged 8
		SP:Iteration 6Q (72746.490000 sec): 3 clusters
  Score: Raw -450231.129013 + Penalty 9146.128756 = -441085.000256
  nChanged 5
		SP:Iteration 7Q (72746.500000 sec): 3 clusters
  Score: Raw -450241.637131 + Penalty 9146.128756 = -441095.508374
  nChanged 5
		SP:Iteration 8Q (72746.510000 sec): 3 clusters
  Score: Raw -450251.125365 + Penalty 9146.128756 = -441104.996609
  nChanged 1
		SP:Iteration 9Q (72746.520000 sec): 3 clusters
  Score: Raw -450253.327003 + Penalty 9146.128756 = -441107.198247
  nChanged 1
		SP:Iteration 10Q (72746.530000 sec): 3 clusters
  Score: Raw -450255.305649 + Penalty 9146.128756 = -441109.176893
  nChanged 1
		SP:Iteration 11Q (72746.550000 sec): 3 clusters
  Score: Raw -450257.881720 + Penalty 9146.128756 = -441111.752964
  nChanged 5
		SP:Iteration 12Q (72746.560000 sec): 3 clusters
  Score: Raw -450264.140350 + Penalty 9146.128756 = -441118.011593
  nChanged 4
		SP:Iteration 13Q (72746.570000 sec): 3 clusters
  Score: Raw -450270.068764 + Penalty 9146.128756 = -441123.940007
  nChanged 2
		SP:Iteration 14Q (72746.590000 sec): 3 clusters
  Score: Raw -450273.127660 + Penalty 9146.128756 = -441126.998903
  nChanged 1
		SP:Iteration 15Q (72746.600000 sec): 3 clusters
  Score: Raw -450273.896149 + Penalty 9146.128756 = -441127.767392
  nChanged 2
		SP:Iteration 16Q (72746.610000 sec): 3 clusters
  Score: Raw -450276.200208 + Penalty 9146.128756 = -441130.071451
  nChanged 3
		SP:Iteration 17Q (72746.620000 sec): 3 clusters
  Score: Raw -450283.090799 + Penalty 9146.128756 = -441136.962043
  nChanged 1
		SP:Iteration 18Q (72746.640000 sec): 3 clusters
  Score: Raw -450284.312177 + Penalty 9146.128756 = -441138.183420
  nChanged 1
		SP:Iteration 19Q (72746.650000 sec): 3 clusters
  Score: Raw -450284.818862 + Penalty 9146.128756 = -441138.690106
  nChanged 1
		SP:Iteration 20F (72746.660000 sec): 3 clusters
  Score: Raw -450285.665291 + Penalty 9146.128756 = -441139.536535
  nChanged 1
		SP:Iteration 21Q (72746.670000 sec): 3 clusters
  Score: Raw -450286.753296 + Penalty 9146.128756 = -441140.624539
  nChanged 1
		SP:Iteration 22Q (72746.690000 sec): 3 clusters
  Score: Raw -450289.601223 + Penalty 9146.128756 = -441143.472467
  nChanged 1
		SP:Iteration 23Q (72746.700000 sec): 3 clusters
  Score: Raw -450291.182723 + Penalty 9146.128756 = -441145.053967
  nChanged 0
		SP:Iteration 24F (72746.710000 sec): 3 clusters
  Score: Raw -450291.182723 + Penalty 9146.128756 = -441145.053967
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 40 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72746.720000 sec): 2 clusters
  Score: Raw -133967.604262 + Penalty 3838.660336 = -130128.943926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72746.730000 sec): 3 clusters
  Score: Raw -134375.903488 + Penalty 7677.320672 = -126698.582816
  nChanged 50
		SP:Iteration 1F (72746.730000 sec): 3 clusters
  Score: Raw -134554.931503 + Penalty 7677.320672 = -126877.610831
  nChanged 12
		SP:Iteration 2Q (72746.730000 sec): 3 clusters
  Score: Raw -134602.980319 + Penalty 7677.320672 = -126925.659647
  nChanged 4
		SP:Iteration 3Q (72746.740000 sec): 3 clusters
  Score: Raw -134619.741174 + Penalty 7677.320672 = -126942.420502
  nChanged 0
		SP:Iteration 4F (72746.740000 sec): 3 clusters
  Score: Raw -134619.741174 + Penalty 7677.320672 = -126942.420502
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 41 (17821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72746.870000 sec): 2 clusters
  Score: Raw -4689886.770051 + Penalty 5995.231350 = -4683891.538701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72747.010000 sec): 3 clusters
  Score: Raw -4680782.780999 + Penalty 11990.462700 = -4668792.318299
  nChanged 7106
		SP:Iteration 1F (72747.140000 sec): 3 clusters
  Score: Raw -4684627.964705 + Penalty 11990.462700 = -4672637.502005
  nChanged 1243
		SP:Iteration 2F (72747.280000 sec): 3 clusters
  Score: Raw -4685277.352826 + Penalty 11990.462700 = -4673286.890126
  nChanged 933
		SP:Iteration 3F (72747.410000 sec): 3 clusters
  Score: Raw -4685746.661689 + Penalty 11990.462700 = -4673756.198990
  nChanged 750
		SP:Iteration 4Q (72747.550000 sec): 3 clusters
  Score: Raw -4686094.140660 + Penalty 11990.462700 = -4674103.677961
  nChanged 635
		SP:Iteration 5Q (72747.690000 sec): 3 clusters
  Score: Raw -4686403.257437 + Penalty 11990.462700 = -4674412.794737
  nChanged 618
		SP:Iteration 6Q (72747.820000 sec): 3 clusters
  Score: Raw -4686709.057538 + Penalty 11990.462700 = -4674718.594838
  nChanged 626
		SP:Iteration 7Q (72747.960000 sec): 3 clusters
  Score: Raw -4687071.846662 + Penalty 11990.462700 = -4675081.383963
  nChanged 668
		SP:Iteration 8Q (72748.090000 sec): 3 clusters
  Score: Raw -4687441.607441 + Penalty 11990.462700 = -4675451.144741
  nChanged 647
		SP:Iteration 9Q (72748.230000 sec): 3 clusters
  Score: Raw -4687805.126249 + Penalty 11990.462700 = -4675814.663549
  nChanged 599
		SP:Iteration 10Q (72748.370000 sec): 3 clusters
  Score: Raw -4688145.584754 + Penalty 11990.462700 = -4676155.122054
  nChanged 580
		SP:Iteration 11Q (72748.500000 sec): 3 clusters
  Score: Raw -4688459.034532 + Penalty 11990.462700 = -4676468.571832
  nChanged 498
		SP:Iteration 12Q (72748.630000 sec): 3 clusters
  Score: Raw -4688727.815424 + Penalty 11990.462700 = -4676737.352724
  nChanged 465
		SP:Iteration 13Q (72748.770000 sec): 3 clusters
  Score: Raw -4688974.183506 + Penalty 11990.462700 = -4676983.720806
  nChanged 470
		SP:Iteration 14Q (72748.900000 sec): 3 clusters
  Score: Raw -4689225.645458 + Penalty 11990.462700 = -4677235.182758
  nChanged 451
		SP:Iteration 15Q (72749.040000 sec): 3 clusters
  Score: Raw -4689464.448128 + Penalty 11990.462700 = -4677473.985428
  nChanged 370
		SP:Iteration 16Q (72749.170000 sec): 3 clusters
  Score: Raw -4689656.026652 + Penalty 11990.462700 = -4677665.563953
  nChanged 327
		SP:Iteration 17Q (72749.300000 sec): 3 clusters
  Score: Raw -4689808.107358 + Penalty 11990.462700 = -4677817.644658
  nChanged 292
		SP:Iteration 18Q (72749.430000 sec): 3 clusters
  Score: Raw -4689938.408269 + Penalty 11990.462700 = -4677947.945569
  nChanged 263
		SP:Iteration 19Q (72749.570000 sec): 3 clusters
  Score: Raw -4690065.955583 + Penalty 11990.462700 = -4678075.492883
  nChanged 293
		SP:Iteration 20F (72749.700000 sec): 3 clusters
  Score: Raw -4690218.149099 + Penalty 11990.462700 = -4678227.686399
  nChanged 299
		SP:Iteration 21Q (72749.830000 sec): 3 clusters
  Score: Raw -4690376.977770 + Penalty 11990.462700 = -4678386.515071
  nChanged 280
		SP:Iteration 22Q (72749.960000 sec): 3 clusters
  Score: Raw -4690518.977950 + Penalty 11990.462700 = -4678528.515250
  nChanged 269
		SP:Iteration 23Q (72750.090000 sec): 3 clusters
  Score: Raw -4690636.177096 + Penalty 11990.462700 = -4678645.714396
  nChanged 235
		SP:Iteration 24Q (72750.220000 sec): 3 clusters
  Score: Raw -4690738.011411 + Penalty 11990.462700 = -4678747.548711
  nChanged 206
		SP:Iteration 25Q (72750.350000 sec): 3 clusters
  Score: Raw -4690824.066166 + Penalty 11990.462700 = -4678833.603467
  nChanged 190
		SP:Iteration 26Q (72750.480000 sec): 3 clusters
  Score: Raw -4690899.097744 + Penalty 11990.462700 = -4678908.635044
  nChanged 157
		SP:Iteration 27Q (72750.610000 sec): 3 clusters
  Score: Raw -4690957.999590 + Penalty 11990.462700 = -4678967.536891
  nChanged 139
		SP:Iteration 28Q (72750.730000 sec): 3 clusters
  Score: Raw -4691008.552126 + Penalty 11990.462700 = -4679018.089426
  nChanged 139
		SP:Iteration 29Q (72750.860000 sec): 3 clusters
  Score: Raw -4691058.277140 + Penalty 11990.462700 = -4679067.814440
  nChanged 112
		SP:Iteration 30Q (72750.990000 sec): 3 clusters
  Score: Raw -4691096.163637 + Penalty 11990.462700 = -4679105.700937
  nChanged 96
		SP:Iteration 31Q (72751.110000 sec): 3 clusters
  Score: Raw -4691129.148532 + Penalty 11990.462700 = -4679138.685832
  nChanged 101
		SP:Iteration 32Q (72751.240000 sec): 3 clusters
  Score: Raw -4691166.879376 + Penalty 11990.462700 = -4679176.416676
  nChanged 103
		SP:Iteration 33Q (72751.360000 sec): 3 clusters
  Score: Raw -4691205.924784 + Penalty 11990.462700 = -4679215.462084
  nChanged 95
		SP:Iteration 34Q (72751.490000 sec): 3 clusters
  Score: Raw -4691247.427566 + Penalty 11990.462700 = -4679256.964866
  nChanged 85
		SP:Iteration 35Q (72751.610000 sec): 3 clusters
  Score: Raw -4691279.470658 + Penalty 11990.462700 = -4679289.007959
  nChanged 90
		SP:Iteration 36Q (72751.740000 sec): 3 clusters
  Score: Raw -4691310.128560 + Penalty 11990.462700 = -4679319.665860
  nChanged 94
		SP:Iteration 37Q (72751.870000 sec): 3 clusters
  Score: Raw -4691337.646964 + Penalty 11990.462700 = -4679347.184264
  nChanged 66
		SP:Iteration 38Q (72751.990000 sec): 3 clusters
  Score: Raw -4691358.345538 + Penalty 11990.462700 = -4679367.882838
  nChanged 74
		SP:Iteration 39Q (72752.110000 sec): 3 clusters
  Score: Raw -4691380.741099 + Penalty 11990.462700 = -4679390.278399
  nChanged 68
		SP:Iteration 40F (72752.250000 sec): 3 clusters
  Score: Raw -4691399.448549 + Penalty 11990.462700 = -4679408.985849
  nChanged 58
		SP:Iteration 41Q (72752.380000 sec): 3 clusters
  Score: Raw -4691414.162029 + Penalty 11990.462700 = -4679423.699329
  nChanged 50
		SP:Iteration 42Q (72752.500000 sec): 3 clusters
  Score: Raw -4691427.825268 + Penalty 11990.462700 = -4679437.362568
  nChanged 40
		SP:Iteration 43Q (72752.630000 sec): 3 clusters
  Score: Raw -4691439.425277 + Penalty 11990.462700 = -4679448.962577
  nChanged 50
		SP:Iteration 44Q (72752.750000 sec): 3 clusters
  Score: Raw -4691451.861766 + Penalty 11990.462700 = -4679461.399066
  nChanged 41
		SP:Iteration 45Q (72752.880000 sec): 3 clusters
  Score: Raw -4691462.929533 + Penalty 11990.462700 = -4679472.466833
  nChanged 36
		SP:Iteration 46Q (72753.000000 sec): 3 clusters
  Score: Raw -4691473.016579 + Penalty 11990.462700 = -4679482.553879
  nChanged 23
		SP:Iteration 47Q (72753.130000 sec): 3 clusters
  Score: Raw -4691477.625634 + Penalty 11990.462700 = -4679487.162934
  nChanged 23
		SP:Iteration 48Q (72753.250000 sec): 3 clusters
  Score: Raw -4691483.082254 + Penalty 11990.462700 = -4679492.619554
  nChanged 22
		SP:Iteration 49Q (72753.380000 sec): 3 clusters
  Score: Raw -4691487.831646 + Penalty 11990.462700 = -4679497.368946
  nChanged 15
		SP:Iteration 50Q (72753.500000 sec): 3 clusters
  Score: Raw -4691490.947592 + Penalty 11990.462700 = -4679500.484892
  nChanged 20
		SP:Iteration 51Q (72753.630000 sec): 3 clusters
  Score: Raw -4691495.037854 + Penalty 11990.462700 = -4679504.575154
  nChanged 21
		SP:Iteration 52Q (72753.760000 sec): 3 clusters
  Score: Raw -4691500.248668 + Penalty 11990.462700 = -4679509.785968
  nChanged 27
		SP:Iteration 53Q (72753.880000 sec): 3 clusters
  Score: Raw -4691507.710393 + Penalty 11990.462700 = -4679517.247693
  nChanged 27
		SP:Iteration 54Q (72754.000000 sec): 3 clusters
  Score: Raw -4691516.344750 + Penalty 11990.462700 = -4679525.882050
  nChanged 31
		SP:Iteration 55Q (72754.130000 sec): 3 clusters
  Score: Raw -4691525.332460 + Penalty 11990.462700 = -4679534.869760
  nChanged 35
		SP:Iteration 56Q (72754.250000 sec): 3 clusters
  Score: Raw -4691535.006480 + Penalty 11990.462700 = -4679544.543780
  nChanged 38
		SP:Iteration 57Q (72754.380000 sec): 3 clusters
  Score: Raw -4691545.089882 + Penalty 11990.462700 = -4679554.627182
  nChanged 35
		SP:Iteration 58Q (72754.500000 sec): 3 clusters
  Score: Raw -4691553.987753 + Penalty 11990.462700 = -4679563.525053
  nChanged 42
		SP:Iteration 59Q (72754.630000 sec): 3 clusters
  Score: Raw -4691565.337563 + Penalty 11990.462700 = -4679574.874863
  nChanged 50
		SP:Iteration 60F (72754.760000 sec): 3 clusters
  Score: Raw -4691576.910831 + Penalty 11990.462700 = -4679586.448132
  nChanged 33
		SP:Iteration 61Q (72754.900000 sec): 3 clusters
  Score: Raw -4691585.380917 + Penalty 11990.462700 = -4679594.918218
  nChanged 39
		SP:Iteration 62Q (72755.020000 sec): 3 clusters
  Score: Raw -4691594.979488 + Penalty 11990.462700 = -4679604.516788
  nChanged 46
		SP:Iteration 63Q (72755.150000 sec): 3 clusters
  Score: Raw -4691608.070980 + Penalty 11990.462700 = -4679617.608281
  nChanged 48
		SP:Iteration 64Q (72755.280000 sec): 3 clusters
  Score: Raw -4691621.251012 + Penalty 11990.462700 = -4679630.788312
  nChanged 50
		SP:Iteration 65Q (72755.400000 sec): 3 clusters
  Score: Raw -4691633.677787 + Penalty 11990.462700 = -4679643.215087
  nChanged 41
		SP:Iteration 66Q (72755.520000 sec): 3 clusters
  Score: Raw -4691642.106229 + Penalty 11990.462700 = -4679651.643529
  nChanged 31
		SP:Iteration 67Q (72755.650000 sec): 3 clusters
  Score: Raw -4691647.993899 + Penalty 11990.462700 = -4679657.531199
  nChanged 21
		SP:Iteration 68Q (72755.770000 sec): 3 clusters
  Score: Raw -4691651.675157 + Penalty 11990.462700 = -4679661.212457
  nChanged 20
		SP:Iteration 69Q (72755.900000 sec): 3 clusters
  Score: Raw -4691655.786227 + Penalty 11990.462700 = -4679665.323528
  nChanged 14
		SP:Iteration 70Q (72756.020000 sec): 3 clusters
  Score: Raw -4691658.398182 + Penalty 11990.462700 = -4679667.935482
  nChanged 12
		SP:Iteration 71Q (72756.140000 sec): 3 clusters
  Score: Raw -4691661.120421 + Penalty 11990.462700 = -4679670.657721
  nChanged 17
		SP:Iteration 72Q (72756.260000 sec): 3 clusters
  Score: Raw -4691664.676196 + Penalty 11990.462700 = -4679674.213497
  nChanged 14
		SP:Iteration 73Q (72756.380000 sec): 3 clusters
  Score: Raw -4691667.806593 + Penalty 11990.462700 = -4679677.343893
  nChanged 12
		SP:Iteration 74Q (72756.500000 sec): 3 clusters
  Score: Raw -4691669.846262 + Penalty 11990.462700 = -4679679.383562
  nChanged 7
		SP:Iteration 75Q (72756.620000 sec): 3 clusters
  Score: Raw -4691670.861200 + Penalty 11990.462700 = -4679680.398500
  nChanged 14
		SP:Iteration 76Q (72756.740000 sec): 3 clusters
  Score: Raw -4691673.401594 + Penalty 11990.462700 = -4679682.938894
  nChanged 15
		SP:Iteration 77Q (72756.860000 sec): 3 clusters
  Score: Raw -4691677.071466 + Penalty 11990.462700 = -4679686.608766
  nChanged 20
		SP:Iteration 78Q (72756.980000 sec): 3 clusters
  Score: Raw -4691680.953375 + Penalty 11990.462700 = -4679690.490675
  nChanged 11
		SP:Iteration 79Q (72757.100000 sec): 3 clusters
  Score: Raw -4691683.212051 + Penalty 11990.462700 = -4679692.749351
  nChanged 9
		SP:Iteration 80F (72757.240000 sec): 3 clusters
  Score: Raw -4691684.829191 + Penalty 11990.462700 = -4679694.366491
  nChanged 13
		SP:Iteration 81Q (72757.360000 sec): 3 clusters
  Score: Raw -4691687.875612 + Penalty 11990.462700 = -4679697.412912
  nChanged 14
		SP:Iteration 82Q (72757.480000 sec): 3 clusters
  Score: Raw -4691690.813602 + Penalty 11990.462700 = -4679700.350902
  nChanged 14
		SP:Iteration 83Q (72757.600000 sec): 3 clusters
  Score: Raw -4691694.353366 + Penalty 11990.462700 = -4679703.890666
  nChanged 17
		SP:Iteration 84Q (72757.720000 sec): 3 clusters
  Score: Raw -4691697.339794 + Penalty 11990.462700 = -4679706.877094
  nChanged 13
		SP:Iteration 85Q (72757.840000 sec): 3 clusters
  Score: Raw -4691700.326691 + Penalty 11990.462700 = -4679709.863991
  nChanged 16
		SP:Iteration 86Q (72757.960000 sec): 3 clusters
  Score: Raw -4691704.542847 + Penalty 11990.462700 = -4679714.080147
  nChanged 16
		SP:Iteration 87Q (72758.080000 sec): 3 clusters
  Score: Raw -4691707.855992 + Penalty 11990.462700 = -4679717.393292
  nChanged 13
		SP:Iteration 88Q (72758.200000 sec): 3 clusters
  Score: Raw -4691710.008674 + Penalty 11990.462700 = -4679719.545974
  nChanged 12
		SP:Iteration 89Q (72758.320000 sec): 3 clusters
  Score: Raw -4691712.387574 + Penalty 11990.462700 = -4679721.924874
  nChanged 11
		SP:Iteration 90Q (72758.440000 sec): 3 clusters
  Score: Raw -4691714.330404 + Penalty 11990.462700 = -4679723.867704
  nChanged 10
		SP:Iteration 91Q (72758.560000 sec): 3 clusters
  Score: Raw -4691715.890809 + Penalty 11990.462700 = -4679725.428109
  nChanged 8
		SP:Iteration 92Q (72758.670000 sec): 3 clusters
  Score: Raw -4691717.281493 + Penalty 11990.462700 = -4679726.818793
  nChanged 6
		SP:Iteration 93Q (72758.790000 sec): 3 clusters
  Score: Raw -4691718.743886 + Penalty 11990.462700 = -4679728.281186
  nChanged 7
		SP:Iteration 94Q (72758.910000 sec): 3 clusters
  Score: Raw -4691719.925438 + Penalty 11990.462700 = -4679729.462738
  nChanged 8
		SP:Iteration 95Q (72759.030000 sec): 3 clusters
  Score: Raw -4691721.622107 + Penalty 11990.462700 = -4679731.159407
  nChanged 13
		SP:Iteration 96Q (72759.150000 sec): 3 clusters
  Score: Raw -4691724.131465 + Penalty 11990.462700 = -4679733.668765
  nChanged 13
		SP:Iteration 97Q (72759.270000 sec): 3 clusters
  Score: Raw -4691726.869816 + Penalty 11990.462700 = -4679736.407116
  nChanged 10
		SP:Iteration 98Q (72759.400000 sec): 3 clusters
  Score: Raw -4691728.824561 + Penalty 11990.462700 = -4679738.361861
  nChanged 10
		SP:Iteration 99Q (72759.520000 sec): 3 clusters
  Score: Raw -4691730.543283 + Penalty 11990.462700 = -4679740.080584
  nChanged 11
		SP:Iteration 100F (72759.650000 sec): 3 clusters
  Score: Raw -4691732.758360 + Penalty 11990.462700 = -4679742.295661
  nChanged 12
		SP:Iteration 101Q (72759.770000 sec): 3 clusters
  Score: Raw -4691735.275160 + Penalty 11990.462700 = -4679744.812460
  nChanged 11
		SP:Iteration 102Q (72759.900000 sec): 3 clusters
  Score: Raw -4691737.872744 + Penalty 11990.462700 = -4679747.410044
  nChanged 11
		SP:Iteration 103Q (72760.020000 sec): 3 clusters
  Score: Raw -4691739.691683 + Penalty 11990.462700 = -4679749.228983
  nChanged 5
		SP:Iteration 104Q (72760.150000 sec): 3 clusters
  Score: Raw -4691740.702869 + Penalty 11990.462700 = -4679750.240169
  nChanged 5
		SP:Iteration 105Q (72760.270000 sec): 3 clusters
  Score: Raw -4691741.667617 + Penalty 11990.462700 = -4679751.204917
  nChanged 6
		SP:Iteration 106Q (72760.390000 sec): 3 clusters
  Score: Raw -4691742.534400 + Penalty 11990.462700 = -4679752.071700
  nChanged 2
		SP:Iteration 107Q (72760.520000 sec): 3 clusters
  Score: Raw -4691742.882091 + Penalty 11990.462700 = -4679752.419391
  nChanged 2
		SP:Iteration 108Q (72760.640000 sec): 3 clusters
  Score: Raw -4691743.384307 + Penalty 11990.462700 = -4679752.921608
  nChanged 4
		SP:Iteration 109Q (72760.770000 sec): 3 clusters
  Score: Raw -4691744.291185 + Penalty 11990.462700 = -4679753.828485
  nChanged 2
		SP:Iteration 110Q (72760.890000 sec): 3 clusters
  Score: Raw -4691744.766840 + Penalty 11990.462700 = -4679754.304140
  nChanged 5
		SP:Iteration 111Q (72761.010000 sec): 3 clusters
  Score: Raw -4691745.912384 + Penalty 11990.462700 = -4679755.449684
  nChanged 6
		SP:Iteration 112Q (72761.140000 sec): 3 clusters
  Score: Raw -4691747.126065 + Penalty 11990.462700 = -4679756.663365
  nChanged 5
		SP:Iteration 113Q (72761.260000 sec): 3 clusters
  Score: Raw -4691747.954092 + Penalty 11990.462700 = -4679757.491392
  nChanged 8
		SP:Iteration 114Q (72761.390000 sec): 3 clusters
  Score: Raw -4691749.126678 + Penalty 11990.462700 = -4679758.663978
  nChanged 6
		SP:Iteration 115Q (72761.510000 sec): 3 clusters
  Score: Raw -4691750.092002 + Penalty 11990.462700 = -4679759.629302
  nChanged 8
		SP:Iteration 116Q (72761.630000 sec): 3 clusters
  Score: Raw -4691752.246594 + Penalty 11990.462700 = -4679761.783895
  nChanged 10
		SP:Iteration 117Q (72761.750000 sec): 3 clusters
  Score: Raw -4691753.930381 + Penalty 11990.462700 = -4679763.467681
  nChanged 11
		SP:Iteration 118Q (72761.880000 sec): 3 clusters
  Score: Raw -4691755.589355 + Penalty 11990.462700 = -4679765.126656
  nChanged 8
		SP:Iteration 119Q (72762.000000 sec): 3 clusters
  Score: Raw -4691757.058915 + Penalty 11990.462700 = -4679766.596215
  nChanged 1
		SP:Iteration 120F (72762.140000 sec): 3 clusters
  Score: Raw -4691757.370927 + Penalty 11990.462700 = -4679766.908227
  nChanged 2
		SP:Iteration 121Q (72762.260000 sec): 3 clusters
  Score: Raw -4691757.612301 + Penalty 11990.462700 = -4679767.149601
  nChanged 2
		SP:Iteration 122Q (72762.390000 sec): 3 clusters
  Score: Raw -4691757.901145 + Penalty 11990.462700 = -4679767.438445
  nChanged 0
		SP:Iteration 123F (72762.520000 sec): 3 clusters
  Score: Raw -4691757.901145 + Penalty 11990.462700 = -4679767.438445
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 42 (3986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72762.560000 sec): 2 clusters
  Score: Raw -984635.493136 + Penalty 5077.957894 = -979557.535241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72762.590000 sec): 3 clusters
  Score: Raw -983386.224899 + Penalty 10155.915788 = -973230.309110
  nChanged 1170
		SP:Iteration 1F (72762.620000 sec): 3 clusters
  Score: Raw -984457.084102 + Penalty 10155.915788 = -974301.168313
  nChanged 352
		SP:Iteration 2F (72762.650000 sec): 3 clusters
  Score: Raw -984901.986066 + Penalty 10155.915788 = -974746.070277
  nChanged 213
		SP:Iteration 3F (72762.680000 sec): 3 clusters
  Score: Raw -985222.460960 + Penalty 10155.915788 = -975066.545172
  nChanged 183
		SP:Iteration 4Q (72762.710000 sec): 3 clusters
  Score: Raw -985451.998818 + Penalty 10155.915788 = -975296.083030
  nChanged 133
		SP:Iteration 5Q (72762.730000 sec): 3 clusters
  Score: Raw -985622.589370 + Penalty 10155.915788 = -975466.673581
  nChanged 110
		SP:Iteration 6Q (72762.760000 sec): 3 clusters
  Score: Raw -985763.775238 + Penalty 10155.915788 = -975607.859449
  nChanged 84
		SP:Iteration 7Q (72762.790000 sec): 3 clusters
  Score: Raw -985844.701522 + Penalty 10155.915788 = -975688.785734
  nChanged 75
		SP:Iteration 8Q (72762.820000 sec): 3 clusters
  Score: Raw -985914.655492 + Penalty 10155.915788 = -975758.739703
  nChanged 51
		SP:Iteration 9Q (72762.850000 sec): 3 clusters
  Score: Raw -985964.648567 + Penalty 10155.915788 = -975808.732779
  nChanged 48
		SP:Iteration 10Q (72762.880000 sec): 3 clusters
  Score: Raw -986017.549502 + Penalty 10155.915788 = -975861.633714
  nChanged 62
		SP:Iteration 11Q (72762.910000 sec): 3 clusters
  Score: Raw -986090.436157 + Penalty 10155.915788 = -975934.520369
  nChanged 70
		SP:Iteration 12Q (72762.930000 sec): 3 clusters
  Score: Raw -986166.661918 + Penalty 10155.915788 = -976010.746130
  nChanged 67
		SP:Iteration 13Q (72762.960000 sec): 3 clusters
  Score: Raw -986245.645408 + Penalty 10155.915788 = -976089.729619
  nChanged 67
		SP:Iteration 14Q (72762.990000 sec): 3 clusters
  Score: Raw -986311.495803 + Penalty 10155.915788 = -976155.580014
  nChanged 47
		SP:Iteration 15Q (72763.020000 sec): 3 clusters
  Score: Raw -986357.246642 + Penalty 10155.915788 = -976201.330854
  nChanged 41
		SP:Iteration 16Q (72763.040000 sec): 3 clusters
  Score: Raw -986404.101912 + Penalty 10155.915788 = -976248.186123
  nChanged 44
		SP:Iteration 17Q (72763.070000 sec): 3 clusters
  Score: Raw -986469.217547 + Penalty 10155.915788 = -976313.301759
  nChanged 49
		SP:Iteration 18Q (72763.100000 sec): 3 clusters
  Score: Raw -986552.890097 + Penalty 10155.915788 = -976396.974309
  nChanged 51
		SP:Iteration 19Q (72763.130000 sec): 3 clusters
  Score: Raw -986627.597592 + Penalty 10155.915788 = -976471.681803
  nChanged 51
		SP:Iteration 20F (72763.160000 sec): 3 clusters
  Score: Raw -986679.704743 + Penalty 10155.915788 = -976523.788954
  nChanged 36
		SP:Iteration 21Q (72763.180000 sec): 3 clusters
  Score: Raw -986721.015454 + Penalty 10155.915788 = -976565.099666
  nChanged 41
		SP:Iteration 22Q (72763.210000 sec): 3 clusters
  Score: Raw -986770.508476 + Penalty 10155.915788 = -976614.592687
  nChanged 45
		SP:Iteration 23Q (72763.240000 sec): 3 clusters
  Score: Raw -986812.771259 + Penalty 10155.915788 = -976656.855470
  nChanged 32
		SP:Iteration 24Q (72763.260000 sec): 3 clusters
  Score: Raw -986848.738487 + Penalty 10155.915788 = -976692.822698
  nChanged 32
		SP:Iteration 25Q (72763.290000 sec): 3 clusters
  Score: Raw -986874.182878 + Penalty 10155.915788 = -976718.267089
  nChanged 19
		SP:Iteration 26Q (72763.320000 sec): 3 clusters
  Score: Raw -986890.906585 + Penalty 10155.915788 = -976734.990796
  nChanged 16
		SP:Iteration 27Q (72763.340000 sec): 3 clusters
  Score: Raw -986908.507185 + Penalty 10155.915788 = -976752.591397
  nChanged 13
		SP:Iteration 28Q (72763.370000 sec): 3 clusters
  Score: Raw -986919.384020 + Penalty 10155.915788 = -976763.468231
  nChanged 15
		SP:Iteration 29Q (72763.400000 sec): 3 clusters
  Score: Raw -986930.255342 + Penalty 10155.915788 = -976774.339553
  nChanged 10
		SP:Iteration 30Q (72763.420000 sec): 3 clusters
  Score: Raw -986938.782692 + Penalty 10155.915788 = -976782.866904
  nChanged 12
		SP:Iteration 31Q (72763.450000 sec): 3 clusters
  Score: Raw -986948.432456 + Penalty 10155.915788 = -976792.516668
  nChanged 9
		SP:Iteration 32Q (72763.470000 sec): 3 clusters
  Score: Raw -986956.525860 + Penalty 10155.915788 = -976800.610072
  nChanged 6
		SP:Iteration 33Q (72763.500000 sec): 3 clusters
  Score: Raw -986961.531939 + Penalty 10155.915788 = -976805.616151
  nChanged 4
		SP:Iteration 34Q (72763.520000 sec): 3 clusters
  Score: Raw -986964.138928 + Penalty 10155.915788 = -976808.223139
  nChanged 5
		SP:Iteration 35Q (72763.550000 sec): 3 clusters
  Score: Raw -986968.493256 + Penalty 10155.915788 = -976812.577468
  nChanged 2
		SP:Iteration 36Q (72763.580000 sec): 3 clusters
  Score: Raw -986970.322470 + Penalty 10155.915788 = -976814.406682
  nChanged 0
		SP:Iteration 37F (72763.600000 sec): 3 clusters
  Score: Raw -986970.322470 + Penalty 10155.915788 = -976814.406682
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 43 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72763.620000 sec): 2 clusters
  Score: Raw -382117.103422 + Penalty 4456.043046 = -377661.060376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72763.640000 sec): 3 clusters
  Score: Raw -382074.799943 + Penalty 8912.086091 = -373162.713852
  nChanged 292
		SP:Iteration 1F (72763.650000 sec): 3 clusters
  Score: Raw -382673.817397 + Penalty 8912.086091 = -373761.731305
  nChanged 91
		SP:Iteration 2F (72763.660000 sec): 3 clusters
  Score: Raw -382910.903883 + Penalty 8912.086091 = -373998.817791
  nChanged 52
		SP:Iteration 3Q (72763.670000 sec): 3 clusters
  Score: Raw -383050.534473 + Penalty 8912.086091 = -374138.448382
  nChanged 27
		SP:Iteration 4Q (72763.680000 sec): 3 clusters
  Score: Raw -383127.470871 + Penalty 8912.086091 = -374215.384779
  nChanged 22
		SP:Iteration 5Q (72763.690000 sec): 3 clusters
  Score: Raw -383167.766477 + Penalty 8912.086091 = -374255.680385
  nChanged 11
		SP:Iteration 6Q (72763.700000 sec): 3 clusters
  Score: Raw -383192.457331 + Penalty 8912.086091 = -374280.371240
  nChanged 14
		SP:Iteration 7Q (72763.710000 sec): 3 clusters
  Score: Raw -383225.937771 + Penalty 8912.086091 = -374313.851679
  nChanged 11
		SP:Iteration 8Q (72763.720000 sec): 3 clusters
  Score: Raw -383247.266347 + Penalty 8912.086091 = -374335.180256
  nChanged 12
		SP:Iteration 9Q (72763.730000 sec): 3 clusters
  Score: Raw -383273.305415 + Penalty 8912.086091 = -374361.219323
  nChanged 12
		SP:Iteration 10Q (72763.740000 sec): 3 clusters
  Score: Raw -383307.905750 + Penalty 8912.086091 = -374395.819659
  nChanged 9
		SP:Iteration 11Q (72763.750000 sec): 3 clusters
  Score: Raw -383330.346694 + Penalty 8912.086091 = -374418.260602
  nChanged 10
		SP:Iteration 12Q (72763.760000 sec): 3 clusters
  Score: Raw -383351.028338 + Penalty 8912.086091 = -374438.942247
  nChanged 8
		SP:Iteration 13Q (72763.770000 sec): 3 clusters
  Score: Raw -383371.782872 + Penalty 8912.086091 = -374459.696781
  nChanged 6
		SP:Iteration 14Q (72763.770000 sec): 3 clusters
  Score: Raw -383382.585017 + Penalty 8912.086091 = -374470.498926
  nChanged 7
		SP:Iteration 15Q (72763.780000 sec): 3 clusters
  Score: Raw -383395.873355 + Penalty 8912.086091 = -374483.787263
  nChanged 4
		SP:Iteration 16Q (72763.790000 sec): 3 clusters
  Score: Raw -383402.802854 + Penalty 8912.086091 = -374490.716762
  nChanged 2
		SP:Iteration 17Q (72763.800000 sec): 3 clusters
  Score: Raw -383406.385509 + Penalty 8912.086091 = -374494.299417
  nChanged 3
		SP:Iteration 18Q (72763.810000 sec): 3 clusters
  Score: Raw -383412.080231 + Penalty 8912.086091 = -374499.994139
  nChanged 1
		SP:Iteration 19Q (72763.820000 sec): 3 clusters
  Score: Raw -383413.235885 + Penalty 8912.086091 = -374501.149794
  nChanged 1
		SP:Iteration 20F (72763.830000 sec): 3 clusters
  Score: Raw -383415.299238 + Penalty 8912.086091 = -374503.213146
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 44 (1290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72763.850000 sec): 2 clusters
  Score: Raw -332912.415532 + Penalty 4386.968467 = -328525.447065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72763.850000 sec): 3 clusters
  Score: Raw -332910.772900 + Penalty 8773.936934 = -324136.835966
  nChanged 230
		SP:Iteration 1F (72763.870000 sec): 3 clusters
  Score: Raw -333335.854472 + Penalty 8773.936934 = -324561.917538
  nChanged 59
		SP:Iteration 2Q (72763.870000 sec): 3 clusters
  Score: Raw -333476.031386 + Penalty 8773.936934 = -324702.094451
  nChanged 28
		SP:Iteration 3Q (72763.880000 sec): 3 clusters
  Score: Raw -333548.194311 + Penalty 8773.936934 = -324774.257377
  nChanged 16
		SP:Iteration 4Q (72763.890000 sec): 3 clusters
  Score: Raw -333602.951533 + Penalty 8773.936934 = -324829.014599
  nChanged 13
		SP:Iteration 5Q (72763.900000 sec): 3 clusters
  Score: Raw -333637.728484 + Penalty 8773.936934 = -324863.791550
  nChanged 6
		SP:Iteration 6Q (72763.910000 sec): 3 clusters
  Score: Raw -333653.116537 + Penalty 8773.936934 = -324879.179602
  nChanged 6
		SP:Iteration 7Q (72763.920000 sec): 3 clusters
  Score: Raw -333663.410998 + Penalty 8773.936934 = -324889.474064
  nChanged 2
		SP:Iteration 8Q (72763.930000 sec): 3 clusters
  Score: Raw -333667.730232 + Penalty 8773.936934 = -324893.793298
  nChanged 1
		SP:Iteration 9Q (72763.930000 sec): 3 clusters
  Score: Raw -333670.768427 + Penalty 8773.936934 = -324896.831493
  nChanged 1
		SP:Iteration 10Q (72763.950000 sec): 3 clusters
  Score: Raw -333673.308735 + Penalty 8773.936934 = -324899.371800
  nChanged 0
		SP:Iteration 11F (72763.950000 sec): 3 clusters
  Score: Raw -333673.308735 + Penalty 8773.936934 = -324899.371800
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 45 (13470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72764.050000 sec): 2 clusters
  Score: Raw -3504162.740107 + Penalty 5823.784915 = -3498338.955192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72764.150000 sec): 3 clusters
  Score: Raw -3497594.444435 + Penalty 11647.569830 = -3485946.874605
  nChanged 5162
		SP:Iteration 1F (72764.240000 sec): 3 clusters
  Score: Raw -3500433.476743 + Penalty 11647.569830 = -3488785.906913
  nChanged 952
		SP:Iteration 2F (72764.340000 sec): 3 clusters
  Score: Raw -3501001.615727 + Penalty 11647.569830 = -3489354.045897
  nChanged 710
		SP:Iteration 3F (72764.450000 sec): 3 clusters
  Score: Raw -3501410.731832 + Penalty 11647.569830 = -3489763.162002
  nChanged 578
		SP:Iteration 4Q (72764.550000 sec): 3 clusters
  Score: Raw -3501728.016279 + Penalty 11647.569830 = -3490080.446449
  nChanged 488
		SP:Iteration 5Q (72764.650000 sec): 3 clusters
  Score: Raw -3502011.033284 + Penalty 11647.569830 = -3490363.463454
  nChanged 480
		SP:Iteration 6Q (72764.750000 sec): 3 clusters
  Score: Raw -3502303.804126 + Penalty 11647.569830 = -3490656.234296
  nChanged 467
		SP:Iteration 7Q (72764.850000 sec): 3 clusters
  Score: Raw -3502600.387879 + Penalty 11647.569830 = -3490952.818049
  nChanged 465
		SP:Iteration 8Q (72764.950000 sec): 3 clusters
  Score: Raw -3502907.485515 + Penalty 11647.569830 = -3491259.915685
  nChanged 484
		SP:Iteration 9Q (72765.050000 sec): 3 clusters
  Score: Raw -3503232.764251 + Penalty 11647.569830 = -3491585.194421
  nChanged 527
		SP:Iteration 10Q (72765.160000 sec): 3 clusters
  Score: Raw -3503620.886150 + Penalty 11647.569830 = -3491973.316320
  nChanged 515
		SP:Iteration 11Q (72765.260000 sec): 3 clusters
  Score: Raw -3503954.328793 + Penalty 11647.569830 = -3492306.758963
  nChanged 434
		SP:Iteration 12Q (72765.360000 sec): 3 clusters
  Score: Raw -3504262.859489 + Penalty 11647.569830 = -3492615.289659
  nChanged 428
		SP:Iteration 13Q (72765.460000 sec): 3 clusters
  Score: Raw -3504539.044342 + Penalty 11647.569830 = -3492891.474512
  nChanged 411
		SP:Iteration 14Q (72765.550000 sec): 3 clusters
  Score: Raw -3504802.249898 + Penalty 11647.569830 = -3493154.680068
  nChanged 353
		SP:Iteration 15Q (72765.650000 sec): 3 clusters
  Score: Raw -3505021.921567 + Penalty 11647.569830 = -3493374.351737
  nChanged 297
		SP:Iteration 16Q (72765.750000 sec): 3 clusters
  Score: Raw -3505174.698398 + Penalty 11647.569830 = -3493527.128568
  nChanged 256
		SP:Iteration 17Q (72765.850000 sec): 3 clusters
  Score: Raw -3505315.056313 + Penalty 11647.569830 = -3493667.486483
  nChanged 242
		SP:Iteration 18Q (72765.950000 sec): 3 clusters
  Score: Raw -3505448.341261 + Penalty 11647.569830 = -3493800.771431
  nChanged 246
		SP:Iteration 19Q (72766.040000 sec): 3 clusters
  Score: Raw -3505581.849814 + Penalty 11647.569830 = -3493934.279984
  nChanged 231
		SP:Iteration 20F (72766.140000 sec): 3 clusters
  Score: Raw -3505697.507972 + Penalty 11647.569830 = -3494049.938142
  nChanged 195
		SP:Iteration 21Q (72766.230000 sec): 3 clusters
  Score: Raw -3505796.742468 + Penalty 11647.569830 = -3494149.172638
  nChanged 191
		SP:Iteration 22Q (72766.320000 sec): 3 clusters
  Score: Raw -3505899.425218 + Penalty 11647.569830 = -3494251.855388
  nChanged 180
		SP:Iteration 23Q (72766.420000 sec): 3 clusters
  Score: Raw -3505995.049305 + Penalty 11647.569830 = -3494347.479474
  nChanged 172
		SP:Iteration 24Q (72766.510000 sec): 3 clusters
  Score: Raw -3506077.424459 + Penalty 11647.569830 = -3494429.854629
  nChanged 145
		SP:Iteration 25Q (72766.600000 sec): 3 clusters
  Score: Raw -3506152.689607 + Penalty 11647.569830 = -3494505.119777
  nChanged 147
		SP:Iteration 26Q (72766.700000 sec): 3 clusters
  Score: Raw -3506227.599620 + Penalty 11647.569830 = -3494580.029790
  nChanged 144
		SP:Iteration 27Q (72766.790000 sec): 3 clusters
  Score: Raw -3506302.358557 + Penalty 11647.569830 = -3494654.788727
  nChanged 130
		SP:Iteration 28Q (72766.880000 sec): 3 clusters
  Score: Raw -3506370.079298 + Penalty 11647.569830 = -3494722.509468
  nChanged 120
		SP:Iteration 29Q (72766.970000 sec): 3 clusters
  Score: Raw -3506432.875085 + Penalty 11647.569830 = -3494785.305255
  nChanged 104
		SP:Iteration 30Q (72767.070000 sec): 3 clusters
  Score: Raw -3506483.484937 + Penalty 11647.569830 = -3494835.915107
  nChanged 107
		SP:Iteration 31Q (72767.160000 sec): 3 clusters
  Score: Raw -3506536.744669 + Penalty 11647.569830 = -3494889.174839
  nChanged 93
		SP:Iteration 32Q (72767.250000 sec): 3 clusters
  Score: Raw -3506583.923844 + Penalty 11647.569830 = -3494936.354014
  nChanged 90
		SP:Iteration 33Q (72767.340000 sec): 3 clusters
  Score: Raw -3506622.120477 + Penalty 11647.569830 = -3494974.550647
  nChanged 63
		SP:Iteration 34Q (72767.430000 sec): 3 clusters
  Score: Raw -3506646.813881 + Penalty 11647.569830 = -3494999.244051
  nChanged 57
		SP:Iteration 35Q (72767.520000 sec): 3 clusters
  Score: Raw -3506667.439817 + Penalty 11647.569830 = -3495019.869987
  nChanged 55
		SP:Iteration 36Q (72767.600000 sec): 3 clusters
  Score: Raw -3506685.969101 + Penalty 11647.569830 = -3495038.399271
  nChanged 31
		SP:Iteration 37Q (72767.690000 sec): 3 clusters
  Score: Raw -3506695.855938 + Penalty 11647.569830 = -3495048.286108
  nChanged 18
		SP:Iteration 38Q (72767.770000 sec): 3 clusters
  Score: Raw -3506700.933124 + Penalty 11647.569830 = -3495053.363294
  nChanged 17
		SP:Iteration 39Q (72767.860000 sec): 3 clusters
  Score: Raw -3506705.357030 + Penalty 11647.569830 = -3495057.787200
  nChanged 18
		SP:Iteration 40F (72767.960000 sec): 3 clusters
  Score: Raw -3506709.078699 + Penalty 11647.569830 = -3495061.508869
  nChanged 7
		SP:Iteration 41Q (72768.040000 sec): 3 clusters
  Score: Raw -3506710.833950 + Penalty 11647.569830 = -3495063.264120
  nChanged 8
		SP:Iteration 42Q (72768.130000 sec): 3 clusters
  Score: Raw -3506712.651406 + Penalty 11647.569830 = -3495065.081575
  nChanged 7
		SP:Iteration 43Q (72768.210000 sec): 3 clusters
  Score: Raw -3506714.112392 + Penalty 11647.569830 = -3495066.542562
  nChanged 7
		SP:Iteration 44Q (72768.300000 sec): 3 clusters
  Score: Raw -3506715.830530 + Penalty 11647.569830 = -3495068.260700
  nChanged 9
		SP:Iteration 45Q (72768.390000 sec): 3 clusters
  Score: Raw -3506717.891925 + Penalty 11647.569830 = -3495070.322095
  nChanged 5
		SP:Iteration 46Q (72768.470000 sec): 3 clusters
  Score: Raw -3506719.140230 + Penalty 11647.569830 = -3495071.570400
  nChanged 2
		SP:Iteration 47Q (72768.560000 sec): 3 clusters
  Score: Raw -3506719.435272 + Penalty 11647.569830 = -3495071.865442
  nChanged 1
		SP:Iteration 48Q (72768.650000 sec): 3 clusters
  Score: Raw -3506719.610714 + Penalty 11647.569830 = -3495072.040884
  nChanged 1
		SP:Iteration 49Q (72768.730000 sec): 3 clusters
  Score: Raw -3506719.758808 + Penalty 11647.569830 = -3495072.188978
  nChanged 1
		SP:Iteration 50Q (72768.820000 sec): 3 clusters
  Score: Raw -3506719.894289 + Penalty 11647.569830 = -3495072.324459
  nChanged 1
		SP:Iteration 51Q (72768.900000 sec): 3 clusters
  Score: Raw -3506720.007234 + Penalty 11647.569830 = -3495072.437404
  nChanged 0
		SP:Iteration 52F (72769.000000 sec): 3 clusters
  Score: Raw -3506720.007234 + Penalty 11647.569830 = -3495072.437404
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 46 (16582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72769.110000 sec): 2 clusters
  Score: Raw -4420174.435455 + Penalty 5951.094742 = -4414223.340713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72769.230000 sec): 3 clusters
  Score: Raw -4411713.862809 + Penalty 11902.189485 = -4399811.673325
  nChanged 6511
		SP:Iteration 1F (72769.350000 sec): 3 clusters
  Score: Raw -4415265.859230 + Penalty 11902.189485 = -4403363.669745
  nChanged 1135
		SP:Iteration 2F (72769.470000 sec): 3 clusters
  Score: Raw -4415830.970866 + Penalty 11902.189485 = -4403928.781381
  nChanged 796
		SP:Iteration 3Q (72769.590000 sec): 3 clusters
  Score: Raw -4416196.843412 + Penalty 11902.189485 = -4404294.653927
  nChanged 605
		SP:Iteration 4Q (72769.710000 sec): 3 clusters
  Score: Raw -4416451.731937 + Penalty 11902.189485 = -4404549.542452
  nChanged 504
		SP:Iteration 5Q (72769.840000 sec): 3 clusters
  Score: Raw -4416658.952016 + Penalty 11902.189485 = -4404756.762532
  nChanged 433
		SP:Iteration 6Q (72769.960000 sec): 3 clusters
  Score: Raw -4416850.685460 + Penalty 11902.189485 = -4404948.495976
  nChanged 466
		SP:Iteration 7Q (72770.080000 sec): 3 clusters
  Score: Raw -4417059.551609 + Penalty 11902.189485 = -4405157.362125
  nChanged 432
		SP:Iteration 8Q (72770.200000 sec): 3 clusters
  Score: Raw -4417272.916642 + Penalty 11902.189485 = -4405370.727157
  nChanged 467
		SP:Iteration 9Q (72770.330000 sec): 3 clusters
  Score: Raw -4417501.770303 + Penalty 11902.189485 = -4405599.580819
  nChanged 490
		SP:Iteration 10Q (72770.450000 sec): 3 clusters
  Score: Raw -4417744.749623 + Penalty 11902.189485 = -4405842.560138
  nChanged 493
		SP:Iteration 11Q (72770.570000 sec): 3 clusters
  Score: Raw -4418005.084343 + Penalty 11902.189485 = -4406102.894858
  nChanged 512
		SP:Iteration 12Q (72770.690000 sec): 3 clusters
  Score: Raw -4418295.255384 + Penalty 11902.189485 = -4406393.065900
  nChanged 534
		SP:Iteration 13Q (72770.810000 sec): 3 clusters
  Score: Raw -4418596.370137 + Penalty 11902.189485 = -4406694.180652
  nChanged 513
		SP:Iteration 14Q (72770.930000 sec): 3 clusters
  Score: Raw -4418892.890808 + Penalty 11902.189485 = -4406990.701323
  nChanged 481
		SP:Iteration 15Q (72771.050000 sec): 3 clusters
  Score: Raw -4419181.138471 + Penalty 11902.189485 = -4407278.948987
  nChanged 432
		SP:Iteration 16Q (72771.170000 sec): 3 clusters
  Score: Raw -4419438.331994 + Penalty 11902.189485 = -4407536.142510
  nChanged 386
		SP:Iteration 17Q (72771.290000 sec): 3 clusters
  Score: Raw -4419687.361900 + Penalty 11902.189485 = -4407785.172415
  nChanged 337
		SP:Iteration 18Q (72771.410000 sec): 3 clusters
  Score: Raw -4419905.463786 + Penalty 11902.189485 = -4408003.274301
  nChanged 320
		SP:Iteration 19Q (72771.530000 sec): 3 clusters
  Score: Raw -4420129.981477 + Penalty 11902.189485 = -4408227.791993
  nChanged 307
		SP:Iteration 20F (72771.650000 sec): 3 clusters
  Score: Raw -4420367.565590 + Penalty 11902.189485 = -4408465.376105
  nChanged 265
		SP:Iteration 21Q (72771.770000 sec): 3 clusters
  Score: Raw -4420589.930444 + Penalty 11902.189485 = -4408687.740959
  nChanged 253
		SP:Iteration 22Q (72771.890000 sec): 3 clusters
  Score: Raw -4420813.729645 + Penalty 11902.189485 = -4408911.540161
  nChanged 234
		SP:Iteration 23Q (72772.000000 sec): 3 clusters
  Score: Raw -4421036.041173 + Penalty 11902.189485 = -4409133.851689
  nChanged 212
		SP:Iteration 24Q (72772.110000 sec): 3 clusters
  Score: Raw -4421229.133980 + Penalty 11902.189485 = -4409326.944496
  nChanged 176
		SP:Iteration 25Q (72772.220000 sec): 3 clusters
  Score: Raw -4421385.992350 + Penalty 11902.189485 = -4409483.802865
  nChanged 125
		SP:Iteration 26Q (72772.320000 sec): 3 clusters
  Score: Raw -4421487.886266 + Penalty 11902.189485 = -4409585.696781
  nChanged 121
		SP:Iteration 27Q (72772.430000 sec): 3 clusters
  Score: Raw -4421600.043823 + Penalty 11902.189485 = -4409697.854338
  nChanged 96
		SP:Iteration 28Q (72772.530000 sec): 3 clusters
  Score: Raw -4421699.771149 + Penalty 11902.189485 = -4409797.581665
  nChanged 101
		SP:Iteration 29Q (72772.630000 sec): 3 clusters
  Score: Raw -4421784.360878 + Penalty 11902.189485 = -4409882.171394
  nChanged 73
		SP:Iteration 30Q (72772.720000 sec): 3 clusters
  Score: Raw -4421851.891703 + Penalty 11902.189485 = -4409949.702218
  nChanged 87
		SP:Iteration 31Q (72772.820000 sec): 3 clusters
  Score: Raw -4421936.526098 + Penalty 11902.189485 = -4410034.336614
  nChanged 70
		SP:Iteration 32Q (72772.910000 sec): 3 clusters
  Score: Raw -4422001.320345 + Penalty 11902.189485 = -4410099.130860
  nChanged 58
		SP:Iteration 33Q (72773.010000 sec): 3 clusters
  Score: Raw -4422049.842831 + Penalty 11902.189485 = -4410147.653346
  nChanged 45
		SP:Iteration 34Q (72773.100000 sec): 3 clusters
  Score: Raw -4422090.093942 + Penalty 11902.189485 = -4410187.904457
  nChanged 30
		SP:Iteration 35Q (72773.190000 sec): 3 clusters
  Score: Raw -4422111.943340 + Penalty 11902.189485 = -4410209.753855
  nChanged 27
		SP:Iteration 36Q (72773.290000 sec): 3 clusters
  Score: Raw -4422132.892449 + Penalty 11902.189485 = -4410230.702965
  nChanged 19
		SP:Iteration 37Q (72773.370000 sec): 3 clusters
  Score: Raw -4422143.375662 + Penalty 11902.189485 = -4410241.186177
  nChanged 16
		SP:Iteration 38Q (72773.470000 sec): 3 clusters
  Score: Raw -4422152.244153 + Penalty 11902.189485 = -4410250.054668
  nChanged 15
		SP:Iteration 39Q (72773.550000 sec): 3 clusters
  Score: Raw -4422162.064047 + Penalty 11902.189485 = -4410259.874562
  nChanged 14
		SP:Iteration 40F (72773.670000 sec): 3 clusters
  Score: Raw -4422168.993369 + Penalty 11902.189485 = -4410266.803884
  nChanged 9
		SP:Iteration 41Q (72773.770000 sec): 3 clusters
  Score: Raw -4422174.557013 + Penalty 11902.189485 = -4410272.367528
  nChanged 8
		SP:Iteration 42Q (72773.850000 sec): 3 clusters
  Score: Raw -4422179.739132 + Penalty 11902.189485 = -4410277.549648
  nChanged 10
		SP:Iteration 43Q (72773.950000 sec): 3 clusters
  Score: Raw -4422186.440182 + Penalty 11902.189485 = -4410284.250697
  nChanged 14
		SP:Iteration 44Q (72774.030000 sec): 3 clusters
  Score: Raw -4422194.357955 + Penalty 11902.189485 = -4410292.168471
  nChanged 14
		SP:Iteration 45Q (72774.130000 sec): 3 clusters
  Score: Raw -4422202.257850 + Penalty 11902.189485 = -4410300.068365
  nChanged 9
		SP:Iteration 46Q (72774.220000 sec): 3 clusters
  Score: Raw -4422206.810941 + Penalty 11902.189485 = -4410304.621456
  nChanged 6
		SP:Iteration 47Q (72774.310000 sec): 3 clusters
  Score: Raw -4422210.750762 + Penalty 11902.189485 = -4410308.561277
  nChanged 11
		SP:Iteration 48Q (72774.400000 sec): 3 clusters
  Score: Raw -4422216.138124 + Penalty 11902.189485 = -4410313.948639
  nChanged 7
		SP:Iteration 49Q (72774.500000 sec): 3 clusters
  Score: Raw -4422218.762827 + Penalty 11902.189485 = -4410316.573343
  nChanged 5
		SP:Iteration 50Q (72774.580000 sec): 3 clusters
  Score: Raw -4422221.213627 + Penalty 11902.189485 = -4410319.024142
  nChanged 1
		SP:Iteration 51Q (72774.680000 sec): 3 clusters
  Score: Raw -4422221.925153 + Penalty 11902.189485 = -4410319.735668
  nChanged 1
		SP:Iteration 52Q (72774.760000 sec): 3 clusters
  Score: Raw -4422222.386985 + Penalty 11902.189485 = -4410320.197501
  nChanged 1
		SP:Iteration 53Q (72774.860000 sec): 3 clusters
  Score: Raw -4422222.822424 + Penalty 11902.189485 = -4410320.632940
  nChanged 2
		SP:Iteration 54Q (72774.940000 sec): 3 clusters
  Score: Raw -4422223.778036 + Penalty 11902.189485 = -4410321.588551
  nChanged 3
		SP:Iteration 55Q (72775.040000 sec): 3 clusters
  Score: Raw -4422225.016733 + Penalty 11902.189485 = -4410322.827249
  nChanged 2
		SP:Iteration 56Q (72775.120000 sec): 3 clusters
  Score: Raw -4422225.983411 + Penalty 11902.189485 = -4410323.793927
  nChanged 1
		SP:Iteration 57Q (72775.220000 sec): 3 clusters
  Score: Raw -4422226.116273 + Penalty 11902.189485 = -4410323.926788
  nChanged 0
		SP:Iteration 58F (72775.340000 sec): 3 clusters
  Score: Raw -4422226.116273 + Penalty 11902.189485 = -4410323.926788
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 47 (88238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72775.900000 sec): 2 clusters
  Score: Raw -23525166.203572 + Penalty 6975.023205 = -23518191.180367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72776.560000 sec): 3 clusters
  Score: Raw -23471571.873375 + Penalty 13950.046411 = -23457621.826965
  nChanged 40031
		SP:Iteration 1F (72777.220000 sec): 3 clusters
  Score: Raw -23493374.028427 + Penalty 13950.046411 = -23479423.982016
  nChanged 3744
		SP:Iteration 2Q (72777.890000 sec): 3 clusters
  Score: Raw -23494455.049599 + Penalty 13950.046411 = -23480505.003189
  nChanged 3412
		SP:Iteration 3Q (72778.560000 sec): 3 clusters
  Score: Raw -23495495.215552 + Penalty 13950.046411 = -23481545.169142
  nChanged 3319
		SP:Iteration 4Q (72779.230000 sec): 3 clusters
  Score: Raw -23496553.896122 + Penalty 13950.046411 = -23482603.849711
  nChanged 3315
		SP:Iteration 5Q (72779.910000 sec): 3 clusters
  Score: Raw -23497755.747543 + Penalty 13950.046411 = -23483805.701133
  nChanged 3561
		SP:Iteration 6Q (72780.580000 sec): 3 clusters
  Score: Raw -23499138.092936 + Penalty 13950.046411 = -23485188.046525
  nChanged 3733
		SP:Iteration 7Q (72781.250000 sec): 3 clusters
  Score: Raw -23500755.086550 + Penalty 13950.046411 = -23486805.040140
  nChanged 4070
		SP:Iteration 8Q (72781.920000 sec): 3 clusters
  Score: Raw -23502544.798379 + Penalty 13950.046411 = -23488594.751968
  nChanged 4004
		SP:Iteration 9Q (72782.570000 sec): 3 clusters
  Score: Raw -23504241.228239 + Penalty 13950.046411 = -23490291.181828
  nChanged 3899
		SP:Iteration 10Q (72783.210000 sec): 3 clusters
  Score: Raw -23505846.824708 + Penalty 13950.046411 = -23491896.778298
  nChanged 3683
		SP:Iteration 11Q (72783.850000 sec): 3 clusters
  Score: Raw -23507241.299201 + Penalty 13950.046411 = -23493291.252790
  nChanged 3207
		SP:Iteration 12Q (72784.500000 sec): 3 clusters
  Score: Raw -23508296.229261 + Penalty 13950.046411 = -23494346.182850
  nChanged 2716
		SP:Iteration 13Q (72785.170000 sec): 3 clusters
  Score: Raw -23509099.658991 + Penalty 13950.046411 = -23495149.612581
  nChanged 2337
		SP:Iteration 14Q (72785.810000 sec): 3 clusters
  Score: Raw -23509694.648872 + Penalty 13950.046411 = -23495744.602461
  nChanged 1953
		SP:Iteration 15Q (72786.450000 sec): 3 clusters
  Score: Raw -23510113.872796 + Penalty 13950.046411 = -23496163.826385
  nChanged 1594
		SP:Iteration 16Q (72787.110000 sec): 3 clusters
  Score: Raw -23510421.717792 + Penalty 13950.046411 = -23496471.671382
  nChanged 1332
		SP:Iteration 17Q (72787.770000 sec): 3 clusters
  Score: Raw -23510662.025609 + Penalty 13950.046411 = -23496711.979198
  nChanged 1214
		SP:Iteration 18Q (72788.430000 sec): 3 clusters
  Score: Raw -23510866.631211 + Penalty 13950.046411 = -23496916.584801
  nChanged 1090
		SP:Iteration 19Q (72789.080000 sec): 3 clusters
  Score: Raw -23511050.346299 + Penalty 13950.046411 = -23497100.299888
  nChanged 1067
		SP:Iteration 20F (72789.750000 sec): 3 clusters
  Score: Raw -23511237.179925 + Penalty 13950.046411 = -23497287.133515
  nChanged 1064
		SP:Iteration 21Q (72790.380000 sec): 3 clusters
  Score: Raw -23511437.987714 + Penalty 13950.046411 = -23497487.941304
  nChanged 1054
		SP:Iteration 22Q (72791.040000 sec): 3 clusters
  Score: Raw -23511627.983948 + Penalty 13950.046411 = -23497677.937537
  nChanged 1114
		SP:Iteration 23Q (72791.690000 sec): 3 clusters
  Score: Raw -23511851.501656 + Penalty 13950.046411 = -23497901.455245
  nChanged 1236
		SP:Iteration 24Q (72792.350000 sec): 3 clusters
  Score: Raw -23512110.321846 + Penalty 13950.046411 = -23498160.275436
  nChanged 1297
		SP:Iteration 25Q (72793.000000 sec): 3 clusters
  Score: Raw -23512381.784346 + Penalty 13950.046411 = -23498431.737935
  nChanged 1403
		SP:Iteration 26Q (72793.650000 sec): 3 clusters
  Score: Raw -23512705.734043 + Penalty 13950.046411 = -23498755.687632
  nChanged 1558
		SP:Iteration 27Q (72794.300000 sec): 3 clusters
  Score: Raw -23513086.308066 + Penalty 13950.046411 = -23499136.261655
  nChanged 1773
		SP:Iteration 28Q (72794.930000 sec): 3 clusters
  Score: Raw -23513568.568336 + Penalty 13950.046411 = -23499618.521926
  nChanged 1933
		SP:Iteration 29Q (72795.550000 sec): 3 clusters
  Score: Raw -23514134.461326 + Penalty 13950.046411 = -23500184.414915
  nChanged 2161
		SP:Iteration 30Q (72796.170000 sec): 3 clusters
  Score: Raw -23514842.529311 + Penalty 13950.046411 = -23500892.482901
  nChanged 2358
		SP:Iteration 31Q (72796.790000 sec): 3 clusters
  Score: Raw -23515693.850969 + Penalty 13950.046411 = -23501743.804558
  nChanged 2580
		SP:Iteration 32Q (72797.390000 sec): 3 clusters
  Score: Raw -23516725.719118 + Penalty 13950.046411 = -23502775.672708
  nChanged 2641
		SP:Iteration 33Q (72797.990000 sec): 3 clusters
  Score: Raw -23517869.976285 + Penalty 13950.046411 = -23503919.929874
  nChanged 2605
		SP:Iteration 34Q (72798.570000 sec): 3 clusters
  Score: Raw -23519065.837479 + Penalty 13950.046411 = -23505115.791069
  nChanged 2539
		SP:Iteration 35Q (72799.150000 sec): 3 clusters
  Score: Raw -23520315.404292 + Penalty 13950.046411 = -23506365.357881
  nChanged 2375
		SP:Iteration 36Q (72799.710000 sec): 3 clusters
  Score: Raw -23521593.314741 + Penalty 13950.046411 = -23507643.268330
  nChanged 2125
		SP:Iteration 37Q (72800.260000 sec): 3 clusters
  Score: Raw -23522760.332034 + Penalty 13950.046411 = -23508810.285624
  nChanged 1718
		SP:Iteration 38Q (72800.800000 sec): 3 clusters
  Score: Raw -23523672.237460 + Penalty 13950.046411 = -23509722.191049
  nChanged 1278
		SP:Iteration 39Q (72801.340000 sec): 3 clusters
  Score: Raw -23524339.692762 + Penalty 13950.046411 = -23510389.646351
  nChanged 955
		SP:Iteration 40F (72802.000000 sec): 3 clusters
  Score: Raw -23524864.830944 + Penalty 13950.046411 = -23510914.784534
  nChanged 741
		SP:Iteration 41Q (72802.520000 sec): 3 clusters
  Score: Raw -23525256.866102 + Penalty 13950.046411 = -23511306.819691
  nChanged 525
		SP:Iteration 42Q (72803.030000 sec): 3 clusters
  Score: Raw -23525533.444939 + Penalty 13950.046411 = -23511583.398529
  nChanged 401
		SP:Iteration 43Q (72803.510000 sec): 3 clusters
  Score: Raw -23525739.479551 + Penalty 13950.046411 = -23511789.433140
  nChanged 301
		SP:Iteration 44Q (72803.980000 sec): 3 clusters
  Score: Raw -23525883.733537 + Penalty 13950.046411 = -23511933.687127
  nChanged 207
		SP:Iteration 45Q (72804.470000 sec): 3 clusters
  Score: Raw -23525984.345409 + Penalty 13950.046411 = -23512034.298999
  nChanged 167
		SP:Iteration 46Q (72804.950000 sec): 3 clusters
  Score: Raw -23526067.516292 + Penalty 13950.046411 = -23512117.469881
  nChanged 124
		SP:Iteration 47Q (72805.430000 sec): 3 clusters
  Score: Raw -23526120.586564 + Penalty 13950.046411 = -23512170.540153
  nChanged 92
		SP:Iteration 48Q (72805.910000 sec): 3 clusters
  Score: Raw -23526158.904733 + Penalty 13950.046411 = -23512208.858322
  nChanged 79
		SP:Iteration 49Q (72806.390000 sec): 3 clusters
  Score: Raw -23526194.927821 + Penalty 13950.046411 = -23512244.881411
  nChanged 63
		SP:Iteration 50Q (72806.870000 sec): 3 clusters
  Score: Raw -23526223.679889 + Penalty 13950.046411 = -23512273.633479
  nChanged 51
		SP:Iteration 51Q (72807.340000 sec): 3 clusters
  Score: Raw -23526245.589155 + Penalty 13950.046411 = -23512295.542744
  nChanged 59
		SP:Iteration 52Q (72807.800000 sec): 3 clusters
  Score: Raw -23526273.678789 + Penalty 13950.046411 = -23512323.632378
  nChanged 39
		SP:Iteration 53Q (72808.260000 sec): 3 clusters
  Score: Raw -23526291.337508 + Penalty 13950.046411 = -23512341.291097
  nChanged 34
		SP:Iteration 54Q (72808.730000 sec): 3 clusters
  Score: Raw -23526305.363145 + Penalty 13950.046411 = -23512355.316734
  nChanged 30
		SP:Iteration 55Q (72809.210000 sec): 3 clusters
  Score: Raw -23526317.901567 + Penalty 13950.046411 = -23512367.855157
  nChanged 26
		SP:Iteration 56Q (72809.680000 sec): 3 clusters
  Score: Raw -23526328.214034 + Penalty 13950.046411 = -23512378.167624
  nChanged 19
		SP:Iteration 57Q (72810.150000 sec): 3 clusters
  Score: Raw -23526336.460142 + Penalty 13950.046411 = -23512386.413732
  nChanged 20
		SP:Iteration 58Q (72810.630000 sec): 3 clusters
  Score: Raw -23526345.823407 + Penalty 13950.046411 = -23512395.776996
  nChanged 22
		SP:Iteration 59Q (72811.120000 sec): 3 clusters
  Score: Raw -23526356.332632 + Penalty 13950.046411 = -23512406.286222
  nChanged 22
		SP:Iteration 60F (72811.780000 sec): 3 clusters
  Score: Raw -23526366.700902 + Penalty 13950.046411 = -23512416.654492
  nChanged 20
		SP:Iteration 61Q (72812.260000 sec): 3 clusters
  Score: Raw -23526376.628847 + Penalty 13950.046411 = -23512426.582437
  nChanged 17
		SP:Iteration 62Q (72812.740000 sec): 3 clusters
  Score: Raw -23526385.257317 + Penalty 13950.046411 = -23512435.210907
  nChanged 17
		SP:Iteration 63Q (72813.210000 sec): 3 clusters
  Score: Raw -23526393.042717 + Penalty 13950.046411 = -23512442.996307
  nChanged 19
		SP:Iteration 64Q (72813.660000 sec): 3 clusters
  Score: Raw -23526400.964690 + Penalty 13950.046411 = -23512450.918280
  nChanged 13
		SP:Iteration 65Q (72814.120000 sec): 3 clusters
  Score: Raw -23526406.720278 + Penalty 13950.046411 = -23512456.673867
  nChanged 9
		SP:Iteration 66Q (72814.570000 sec): 3 clusters
  Score: Raw -23526411.529230 + Penalty 13950.046411 = -23512461.482819
  nChanged 11
		SP:Iteration 67Q (72815.030000 sec): 3 clusters
  Score: Raw -23526415.957967 + Penalty 13950.046411 = -23512465.911556
  nChanged 10
		SP:Iteration 68Q (72815.490000 sec): 3 clusters
  Score: Raw -23526419.449083 + Penalty 13950.046411 = -23512469.402672
  nChanged 4
		SP:Iteration 69Q (72815.960000 sec): 3 clusters
  Score: Raw -23526420.777746 + Penalty 13950.046411 = -23512470.731335
  nChanged 6
		SP:Iteration 70Q (72816.430000 sec): 3 clusters
  Score: Raw -23526423.431579 + Penalty 13950.046411 = -23512473.385168
  nChanged 6
		SP:Iteration 71Q (72816.910000 sec): 3 clusters
  Score: Raw -23526426.258115 + Penalty 13950.046411 = -23512476.211705
  nChanged 7
		SP:Iteration 72Q (72817.380000 sec): 3 clusters
  Score: Raw -23526429.369468 + Penalty 13950.046411 = -23512479.323057
  nChanged 9
		SP:Iteration 73Q (72817.870000 sec): 3 clusters
  Score: Raw -23526432.791468 + Penalty 13950.046411 = -23512482.745057
  nChanged 7
		SP:Iteration 74Q (72818.330000 sec): 3 clusters
  Score: Raw -23526435.441426 + Penalty 13950.046411 = -23512485.395015
  nChanged 3
		SP:Iteration 75Q (72818.810000 sec): 3 clusters
  Score: Raw -23526436.909478 + Penalty 13950.046411 = -23512486.863068
  nChanged 2
		SP:Iteration 76Q (72819.290000 sec): 3 clusters
  Score: Raw -23526437.783260 + Penalty 13950.046411 = -23512487.736849
  nChanged 1
		SP:Iteration 77Q (72819.770000 sec): 3 clusters
  Score: Raw -23526438.265860 + Penalty 13950.046411 = -23512488.219449
  nChanged 1
		SP:Iteration 78Q (72820.260000 sec): 3 clusters
  Score: Raw -23526438.764314 + Penalty 13950.046411 = -23512488.717903
  nChanged 2
		SP:Iteration 79Q (72820.740000 sec): 3 clusters
  Score: Raw -23526439.512634 + Penalty 13950.046411 = -23512489.466223
  nChanged 2
		SP:Iteration 80F (72821.400000 sec): 3 clusters
  Score: Raw -23526440.181452 + Penalty 13950.046411 = -23512490.135041
  nChanged 2
		SP:Iteration 81Q (72821.880000 sec): 3 clusters
  Score: Raw -23526441.012336 + Penalty 13950.046411 = -23512490.965925
  nChanged 1
		SP:Iteration 82Q (72822.350000 sec): 3 clusters
  Score: Raw -23526441.319098 + Penalty 13950.046411 = -23512491.272688
  nChanged 4
		SP:Iteration 83Q (72822.820000 sec): 3 clusters
  Score: Raw -23526443.268772 + Penalty 13950.046411 = -23512493.222361
  nChanged 2
		SP:Iteration 84Q (72823.300000 sec): 3 clusters
  Score: Raw -23526444.238911 + Penalty 13950.046411 = -23512494.192501
  nChanged 3
		SP:Iteration 85Q (72823.770000 sec): 3 clusters
  Score: Raw -23526445.379230 + Penalty 13950.046411 = -23512495.332819
  nChanged 2
		SP:Iteration 86Q (72824.250000 sec): 3 clusters
  Score: Raw -23526446.034060 + Penalty 13950.046411 = -23512495.987649
  nChanged 1
		SP:Iteration 87Q (72824.720000 sec): 3 clusters
  Score: Raw -23526446.605237 + Penalty 13950.046411 = -23512496.558826
  nChanged 1
		SP:Iteration 88Q (72825.180000 sec): 3 clusters
  Score: Raw -23526447.160554 + Penalty 13950.046411 = -23512497.114144
  nChanged 0
		SP:Iteration 89F (72825.820000 sec): 3 clusters
  Score: Raw -23526447.160554 + Penalty 13950.046411 = -23512497.114144
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 48 (18443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72825.990000 sec): 2 clusters
  Score: Raw -4707392.421077 + Penalty 6016.244606 = -4701376.176471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72826.120000 sec): 3 clusters
  Score: Raw -4697844.224706 + Penalty 12032.489213 = -4685811.735493
  nChanged 7344
		SP:Iteration 1F (72826.260000 sec): 3 clusters
  Score: Raw -4701834.481931 + Penalty 12032.489213 = -4689801.992719
  nChanged 1504
		SP:Iteration 2F (72826.400000 sec): 3 clusters
  Score: Raw -4702891.761526 + Penalty 12032.489213 = -4690859.272313
  nChanged 1278
		SP:Iteration 3F (72826.530000 sec): 3 clusters
  Score: Raw -4703991.257068 + Penalty 12032.489213 = -4691958.767855
  nChanged 1152
		SP:Iteration 4F (72826.670000 sec): 3 clusters
  Score: Raw -4705042.889073 + Penalty 12032.489213 = -4693010.399860
  nChanged 1071
		SP:Iteration 5F (72826.800000 sec): 3 clusters
  Score: Raw -4705930.696443 + Penalty 12032.489213 = -4693898.207230
  nChanged 995
		SP:Iteration 6F (72826.940000 sec): 3 clusters
  Score: Raw -4706754.573374 + Penalty 12032.489213 = -4694722.084161
  nChanged 987
		SP:Iteration 7F (72827.070000 sec): 3 clusters
  Score: Raw -4707604.268921 + Penalty 12032.489213 = -4695571.779709
  nChanged 915
		SP:Iteration 8Q (72827.220000 sec): 3 clusters
  Score: Raw -4708441.778616 + Penalty 12032.489213 = -4696409.289403
  nChanged 792
		SP:Iteration 9Q (72827.350000 sec): 3 clusters
  Score: Raw -4709182.398050 + Penalty 12032.489213 = -4697149.908837
  nChanged 702
		SP:Iteration 10Q (72827.480000 sec): 3 clusters
  Score: Raw -4709820.922029 + Penalty 12032.489213 = -4697788.432816
  nChanged 579
		SP:Iteration 11Q (72827.620000 sec): 3 clusters
  Score: Raw -4710274.739046 + Penalty 12032.489213 = -4698242.249833
  nChanged 433
		SP:Iteration 12Q (72827.750000 sec): 3 clusters
  Score: Raw -4710570.447225 + Penalty 12032.489213 = -4698537.958012
  nChanged 326
		SP:Iteration 13Q (72827.880000 sec): 3 clusters
  Score: Raw -4710757.062374 + Penalty 12032.489213 = -4698724.573162
  nChanged 248
		SP:Iteration 14Q (72828.010000 sec): 3 clusters
  Score: Raw -4710870.154094 + Penalty 12032.489213 = -4698837.664881
  nChanged 149
		SP:Iteration 15Q (72828.130000 sec): 3 clusters
  Score: Raw -4710923.292198 + Penalty 12032.489213 = -4698890.802986
  nChanged 102
		SP:Iteration 16Q (72828.260000 sec): 3 clusters
  Score: Raw -4710952.942568 + Penalty 12032.489213 = -4698920.453355
  nChanged 62
		SP:Iteration 17Q (72828.380000 sec): 3 clusters
  Score: Raw -4710969.314195 + Penalty 12032.489213 = -4698936.824982
  nChanged 34
		SP:Iteration 18Q (72828.510000 sec): 3 clusters
  Score: Raw -4710979.085755 + Penalty 12032.489213 = -4698946.596542
  nChanged 37
		SP:Iteration 19Q (72828.640000 sec): 3 clusters
  Score: Raw -4710988.933028 + Penalty 12032.489213 = -4698956.443815
  nChanged 26
		SP:Iteration 20F (72828.780000 sec): 3 clusters
  Score: Raw -4710996.654620 + Penalty 12032.489213 = -4698964.165407
  nChanged 28
		SP:Iteration 21Q (72828.900000 sec): 3 clusters
  Score: Raw -4711003.495762 + Penalty 12032.489213 = -4698971.006549
  nChanged 20
		SP:Iteration 22Q (72829.030000 sec): 3 clusters
  Score: Raw -4711009.023586 + Penalty 12032.489213 = -4698976.534374
  nChanged 18
		SP:Iteration 23Q (72829.160000 sec): 3 clusters
  Score: Raw -4711013.065260 + Penalty 12032.489213 = -4698980.576047
  nChanged 18
		SP:Iteration 24Q (72829.290000 sec): 3 clusters
  Score: Raw -4711016.915770 + Penalty 12032.489213 = -4698984.426557
  nChanged 12
		SP:Iteration 25Q (72829.410000 sec): 3 clusters
  Score: Raw -4711019.228582 + Penalty 12032.489213 = -4698986.739369
  nChanged 7
		SP:Iteration 26Q (72829.540000 sec): 3 clusters
  Score: Raw -4711020.829580 + Penalty 12032.489213 = -4698988.340367
  nChanged 8
		SP:Iteration 27Q (72829.670000 sec): 3 clusters
  Score: Raw -4711022.353044 + Penalty 12032.489213 = -4698989.863831
  nChanged 7
		SP:Iteration 28Q (72829.790000 sec): 3 clusters
  Score: Raw -4711023.452925 + Penalty 12032.489213 = -4698990.963712
  nChanged 5
		SP:Iteration 29Q (72829.920000 sec): 3 clusters
  Score: Raw -4711024.695123 + Penalty 12032.489213 = -4698992.205910
  nChanged 2
		SP:Iteration 30Q (72830.050000 sec): 3 clusters
  Score: Raw -4711025.062675 + Penalty 12032.489213 = -4698992.573463
  nChanged 4
		SP:Iteration 31Q (72830.170000 sec): 3 clusters
  Score: Raw -4711025.671686 + Penalty 12032.489213 = -4698993.182474
  nChanged 2
		SP:Iteration 32Q (72830.300000 sec): 3 clusters
  Score: Raw -4711025.927828 + Penalty 12032.489213 = -4698993.438615
  nChanged 0
		SP:Iteration 33F (72830.440000 sec): 3 clusters
  Score: Raw -4711025.927828 + Penalty 12032.489213 = -4698993.438615
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 49 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72830.460000 sec): 2 clusters
  Score: Raw -46799.861961 + Penalty 3398.809102 = -43401.052859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72830.460000 sec): 3 clusters
  Score: Raw -47676.857258 + Penalty 6797.618204 = -40879.239054
  nChanged 21
		SP:Iteration 1F (72830.460000 sec): 3 clusters
  Score: Raw -47789.147681 + Penalty 6797.618204 = -40991.529477
  nChanged 5
		SP:Iteration 2Q (72830.470000 sec): 3 clusters
  Score: Raw -47816.404158 + Penalty 6797.618204 = -41018.785954
  nChanged 4
		SP:Iteration 3Q (72830.470000 sec): 3 clusters
  Score: Raw -47833.606535 + Penalty 6797.618204 = -41035.988331
  nChanged 4
		SP:Iteration 4Q (72830.470000 sec): 3 clusters
  Score: Raw -47854.401385 + Penalty 6797.618204 = -41056.783181
  nChanged 0
		SP:Iteration 5F (72830.470000 sec): 3 clusters
  Score: Raw -47854.401385 + Penalty 6797.618204 = -41056.783181
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 50 (27662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72830.660000 sec): 2 clusters
  Score: Raw -7352616.895903 + Penalty 6264.536632 = -7346352.359272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72830.870000 sec): 3 clusters
  Score: Raw -7337573.741390 + Penalty 12529.073264 = -7325044.668127
  nChanged 11491
		SP:Iteration 1F (72831.090000 sec): 3 clusters
  Score: Raw -7343711.803211 + Penalty 12529.073264 = -7331182.729947
  nChanged 1884
		SP:Iteration 2F (72831.300000 sec): 3 clusters
  Score: Raw -7344712.267106 + Penalty 12529.073264 = -7332183.193842
  nChanged 1611
		SP:Iteration 3F (72831.510000 sec): 3 clusters
  Score: Raw -7345624.050775 + Penalty 12529.073264 = -7333094.977511
  nChanged 1565
		SP:Iteration 4F (72831.720000 sec): 3 clusters
  Score: Raw -7346624.211775 + Penalty 12529.073264 = -7334095.138511
  nChanged 1638
		SP:Iteration 5F (72831.930000 sec): 3 clusters
  Score: Raw -7347762.197102 + Penalty 12529.073264 = -7335233.123838
  nChanged 1608
		SP:Iteration 6F (72832.150000 sec): 3 clusters
  Score: Raw -7348841.776332 + Penalty 12529.073264 = -7336312.703068
  nChanged 1490
		SP:Iteration 7F (72832.350000 sec): 3 clusters
  Score: Raw -7349810.041800 + Penalty 12529.073264 = -7337280.968536
  nChanged 1300
		SP:Iteration 8Q (72832.570000 sec): 3 clusters
  Score: Raw -7350596.779941 + Penalty 12529.073264 = -7338067.706677
  nChanged 1065
		SP:Iteration 9Q (72832.770000 sec): 3 clusters
  Score: Raw -7351202.031123 + Penalty 12529.073264 = -7338672.957860
  nChanged 901
		SP:Iteration 10Q (72832.980000 sec): 3 clusters
  Score: Raw -7351713.867941 + Penalty 12529.073264 = -7339184.794678
  nChanged 766
		SP:Iteration 11Q (72833.190000 sec): 3 clusters
  Score: Raw -7352136.508898 + Penalty 12529.073264 = -7339607.435634
  nChanged 649
		SP:Iteration 12Q (72833.400000 sec): 3 clusters
  Score: Raw -7352464.206399 + Penalty 12529.073264 = -7339935.133135
  nChanged 541
		SP:Iteration 13Q (72833.610000 sec): 3 clusters
  Score: Raw -7352720.771286 + Penalty 12529.073264 = -7340191.698022
  nChanged 428
		SP:Iteration 14Q (72833.810000 sec): 3 clusters
  Score: Raw -7352926.105201 + Penalty 12529.073264 = -7340397.031937
  nChanged 359
		SP:Iteration 15Q (72834.020000 sec): 3 clusters
  Score: Raw -7353085.584647 + Penalty 12529.073264 = -7340556.511383
  nChanged 301
		SP:Iteration 16Q (72834.230000 sec): 3 clusters
  Score: Raw -7353210.288637 + Penalty 12529.073264 = -7340681.215373
  nChanged 238
		SP:Iteration 17Q (72834.430000 sec): 3 clusters
  Score: Raw -7353303.140624 + Penalty 12529.073264 = -7340774.067361
  nChanged 198
		SP:Iteration 18Q (72834.630000 sec): 3 clusters
  Score: Raw -7353389.227821 + Penalty 12529.073264 = -7340860.154557
  nChanged 178
		SP:Iteration 19Q (72834.840000 sec): 3 clusters
  Score: Raw -7353471.446213 + Penalty 12529.073264 = -7340942.372949
  nChanged 151
		SP:Iteration 20F (72835.050000 sec): 3 clusters
  Score: Raw -7353541.701276 + Penalty 12529.073264 = -7341012.628012
  nChanged 151
		SP:Iteration 21Q (72835.250000 sec): 3 clusters
  Score: Raw -7353607.458666 + Penalty 12529.073264 = -7341078.385402
  nChanged 132
		SP:Iteration 22Q (72835.450000 sec): 3 clusters
  Score: Raw -7353668.730960 + Penalty 12529.073264 = -7341139.657697
  nChanged 111
		SP:Iteration 23Q (72835.650000 sec): 3 clusters
  Score: Raw -7353722.183119 + Penalty 12529.073264 = -7341193.109855
  nChanged 109
		SP:Iteration 24Q (72835.850000 sec): 3 clusters
  Score: Raw -7353771.907679 + Penalty 12529.073264 = -7341242.834415
  nChanged 91
		SP:Iteration 25Q (72836.050000 sec): 3 clusters
  Score: Raw -7353811.300467 + Penalty 12529.073264 = -7341282.227204
  nChanged 86
		SP:Iteration 26Q (72836.250000 sec): 3 clusters
  Score: Raw -7353849.515010 + Penalty 12529.073264 = -7341320.441746
  nChanged 81
		SP:Iteration 27Q (72836.450000 sec): 3 clusters
  Score: Raw -7353881.657181 + Penalty 12529.073264 = -7341352.583917
  nChanged 62
		SP:Iteration 28Q (72836.640000 sec): 3 clusters
  Score: Raw -7353908.095455 + Penalty 12529.073264 = -7341379.022191
  nChanged 60
		SP:Iteration 29Q (72836.840000 sec): 3 clusters
  Score: Raw -7353932.447608 + Penalty 12529.073264 = -7341403.374345
  nChanged 46
		SP:Iteration 30Q (72837.040000 sec): 3 clusters
  Score: Raw -7353950.386525 + Penalty 12529.073264 = -7341421.313261
  nChanged 47
		SP:Iteration 31Q (72837.230000 sec): 3 clusters
  Score: Raw -7353966.570857 + Penalty 12529.073264 = -7341437.497594
  nChanged 33
		SP:Iteration 32Q (72837.430000 sec): 3 clusters
  Score: Raw -7353975.416295 + Penalty 12529.073264 = -7341446.343032
  nChanged 16
		SP:Iteration 33Q (72837.620000 sec): 3 clusters
  Score: Raw -7353980.856364 + Penalty 12529.073264 = -7341451.783100
  nChanged 19
		SP:Iteration 34Q (72837.820000 sec): 3 clusters
  Score: Raw -7353988.354120 + Penalty 12529.073264 = -7341459.280856
  nChanged 20
		SP:Iteration 35Q (72838.010000 sec): 3 clusters
  Score: Raw -7353996.564337 + Penalty 12529.073264 = -7341467.491074
  nChanged 19
		SP:Iteration 36Q (72838.210000 sec): 3 clusters
  Score: Raw -7354004.628322 + Penalty 12529.073264 = -7341475.555058
  nChanged 16
		SP:Iteration 37Q (72838.400000 sec): 3 clusters
  Score: Raw -7354009.328017 + Penalty 12529.073264 = -7341480.254753
  nChanged 12
		SP:Iteration 38Q (72838.600000 sec): 3 clusters
  Score: Raw -7354013.235440 + Penalty 12529.073264 = -7341484.162177
  nChanged 7
		SP:Iteration 39Q (72838.790000 sec): 3 clusters
  Score: Raw -7354015.319036 + Penalty 12529.073264 = -7341486.245772
  nChanged 7
		SP:Iteration 40F (72839.000000 sec): 3 clusters
  Score: Raw -7354017.241358 + Penalty 12529.073264 = -7341488.168094
  nChanged 4
		SP:Iteration 41Q (72839.190000 sec): 3 clusters
  Score: Raw -7354017.920127 + Penalty 12529.073264 = -7341488.846863
  nChanged 0
		SP:Iteration 42F (72839.400000 sec): 3 clusters
  Score: Raw -7354017.920127 + Penalty 12529.073264 = -7341488.846863
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 51 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72839.430000 sec): 2 clusters
  Score: Raw -115408.295909 + Penalty 3786.527005 = -111621.768904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72839.430000 sec): 3 clusters
  Score: Raw -116076.099414 + Penalty 7573.054011 = -108503.045403
  nChanged 51
		SP:Iteration 1F (72839.440000 sec): 3 clusters
  Score: Raw -116302.891708 + Penalty 7573.054011 = -108729.837697
  nChanged 7
		SP:Iteration 2Q (72839.440000 sec): 3 clusters
  Score: Raw -116338.276454 + Penalty 7573.054011 = -108765.222443
  nChanged 1
		SP:Iteration 3Q (72839.440000 sec): 3 clusters
  Score: Raw -116341.799277 + Penalty 7573.054011 = -108768.745266
  nChanged 0
		SP:Iteration 4F (72839.450000 sec): 3 clusters
  Score: Raw -116341.799277 + Penalty 7573.054011 = -108768.745266
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 52 (13539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72839.540000 sec): 2 clusters
  Score: Raw -3557468.641423 + Penalty 5826.914434 = -3551641.726989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72839.640000 sec): 3 clusters
  Score: Raw -3550911.997105 + Penalty 11653.828868 = -3539258.168236
  nChanged 5199
		SP:Iteration 1F (72839.740000 sec): 3 clusters
  Score: Raw -3553888.136630 + Penalty 11653.828868 = -3542234.307762
  nChanged 1038
		SP:Iteration 2F (72839.840000 sec): 3 clusters
  Score: Raw -3554593.127998 + Penalty 11653.828868 = -3542939.299130
  nChanged 797
		SP:Iteration 3F (72839.940000 sec): 3 clusters
  Score: Raw -3555178.221855 + Penalty 11653.828868 = -3543524.392986
  nChanged 680
		SP:Iteration 4F (72840.050000 sec): 3 clusters
  Score: Raw -3555727.008579 + Penalty 11653.828868 = -3544073.179710
  nChanged 702
		SP:Iteration 5F (72840.150000 sec): 3 clusters
  Score: Raw -3556375.337729 + Penalty 11653.828868 = -3544721.508861
  nChanged 703
		SP:Iteration 6F (72840.250000 sec): 3 clusters
  Score: Raw -3557057.550887 + Penalty 11653.828868 = -3545403.722019
  nChanged 680
		SP:Iteration 7F (72840.350000 sec): 3 clusters
  Score: Raw -3557708.308832 + Penalty 11653.828868 = -3546054.479964
  nChanged 682
		SP:Iteration 8F (72840.450000 sec): 3 clusters
  Score: Raw -3558361.474612 + Penalty 11653.828868 = -3546707.645743
  nChanged 633
		SP:Iteration 9Q (72840.550000 sec): 3 clusters
  Score: Raw -3558967.481531 + Penalty 11653.828868 = -3547313.652662
  nChanged 546
		SP:Iteration 10Q (72840.650000 sec): 3 clusters
  Score: Raw -3559444.222120 + Penalty 11653.828868 = -3547790.393251
  nChanged 459
		SP:Iteration 11Q (72840.740000 sec): 3 clusters
  Score: Raw -3559791.418307 + Penalty 11653.828868 = -3548137.589439
  nChanged 391
		SP:Iteration 12Q (72840.830000 sec): 3 clusters
  Score: Raw -3560047.400421 + Penalty 11653.828868 = -3548393.571553
  nChanged 292
		SP:Iteration 13Q (72840.930000 sec): 3 clusters
  Score: Raw -3560221.561627 + Penalty 11653.828868 = -3548567.732759
  nChanged 249
		SP:Iteration 14Q (72841.020000 sec): 3 clusters
  Score: Raw -3560384.003112 + Penalty 11653.828868 = -3548730.174244
  nChanged 281
		SP:Iteration 15Q (72841.120000 sec): 3 clusters
  Score: Raw -3560644.849051 + Penalty 11653.828868 = -3548991.020182
  nChanged 348
		SP:Iteration 16Q (72841.210000 sec): 3 clusters
  Score: Raw -3561182.660147 + Penalty 11653.828868 = -3549528.831279
  nChanged 441
		SP:Iteration 17Q (72841.300000 sec): 3 clusters
  Score: Raw -3562198.958396 + Penalty 11653.828868 = -3550545.129527
  nChanged 357
		SP:Iteration 18Q (72841.380000 sec): 3 clusters
  Score: Raw -3562906.074218 + Penalty 11653.828868 = -3551252.245350
  nChanged 211
		SP:Iteration 19Q (72841.460000 sec): 3 clusters
  Score: Raw -3563106.161783 + Penalty 11653.828868 = -3551452.332915
  nChanged 83
		SP:Iteration 20F (72841.560000 sec): 3 clusters
  Score: Raw -3563144.797862 + Penalty 11653.828868 = -3551490.968993
  nChanged 29
		SP:Iteration 21Q (72841.630000 sec): 3 clusters
  Score: Raw -3563156.166021 + Penalty 11653.828868 = -3551502.337152
  nChanged 13
		SP:Iteration 22Q (72841.710000 sec): 3 clusters
  Score: Raw -3563159.959654 + Penalty 11653.828868 = -3551506.130785
  nChanged 5
		SP:Iteration 23Q (72841.780000 sec): 3 clusters
  Score: Raw -3563161.485097 + Penalty 11653.828868 = -3551507.656228
  nChanged 1
		SP:Iteration 24Q (72841.860000 sec): 3 clusters
  Score: Raw -3563161.687514 + Penalty 11653.828868 = -3551507.858645
  nChanged 1
		SP:Iteration 25Q (72841.930000 sec): 3 clusters
  Score: Raw -3563161.861401 + Penalty 11653.828868 = -3551508.032533
  nChanged 0
		SP:Iteration 26F (72842.030000 sec): 3 clusters
  Score: Raw -3563161.861401 + Penalty 11653.828868 = -3551508.032533
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 53 (1415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72842.050000 sec): 2 clusters
  Score: Raw -368552.431649 + Penalty 4443.616946 = -364108.814703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72842.060000 sec): 3 clusters
  Score: Raw -368570.740556 + Penalty 8887.233892 = -359683.506664
  nChanged 287
		SP:Iteration 1F (72842.070000 sec): 3 clusters
  Score: Raw -369175.929804 + Penalty 8887.233892 = -360288.695912
  nChanged 124
		SP:Iteration 2F (72842.090000 sec): 3 clusters
  Score: Raw -369578.475235 + Penalty 8887.233892 = -360691.241343
  nChanged 86
		SP:Iteration 3F (72842.090000 sec): 3 clusters
  Score: Raw -369901.807336 + Penalty 8887.233892 = -361014.573444
  nChanged 63
		SP:Iteration 4Q (72842.110000 sec): 3 clusters
  Score: Raw -370265.373560 + Penalty 8887.233892 = -361378.139668
  nChanged 73
		SP:Iteration 5F (72842.110000 sec): 3 clusters
  Score: Raw -370700.587101 + Penalty 8887.233892 = -361813.353209
  nChanged 56
		SP:Iteration 6Q (72842.130000 sec): 3 clusters
  Score: Raw -370993.800675 + Penalty 8887.233892 = -362106.566783
  nChanged 44
		SP:Iteration 7Q (72842.130000 sec): 3 clusters
  Score: Raw -371254.724365 + Penalty 8887.233892 = -362367.490472
  nChanged 40
		SP:Iteration 8Q (72842.140000 sec): 3 clusters
  Score: Raw -371462.367845 + Penalty 8887.233892 = -362575.133952
  nChanged 23
		SP:Iteration 9Q (72842.150000 sec): 3 clusters
  Score: Raw -371554.051024 + Penalty 8887.233892 = -362666.817132
  nChanged 16
		SP:Iteration 10Q (72842.160000 sec): 3 clusters
  Score: Raw -371615.566923 + Penalty 8887.233892 = -362728.333031
  nChanged 12
		SP:Iteration 11Q (72842.170000 sec): 3 clusters
  Score: Raw -371661.669831 + Penalty 8887.233892 = -362774.435939
  nChanged 8
		SP:Iteration 12Q (72842.170000 sec): 3 clusters
  Score: Raw -371692.689944 + Penalty 8887.233892 = -362805.456052
  nChanged 5
		SP:Iteration 13Q (72842.180000 sec): 3 clusters
  Score: Raw -371712.504519 + Penalty 8887.233892 = -362825.270627
  nChanged 4
		SP:Iteration 14Q (72842.190000 sec): 3 clusters
  Score: Raw -371725.299594 + Penalty 8887.233892 = -362838.065702
  nChanged 5
		SP:Iteration 15Q (72842.200000 sec): 3 clusters
  Score: Raw -371746.206739 + Penalty 8887.233892 = -362858.972847
  nChanged 4
		SP:Iteration 16Q (72842.210000 sec): 3 clusters
  Score: Raw -371760.938257 + Penalty 8887.233892 = -362873.704365
  nChanged 0
		SP:Iteration 17F (72842.220000 sec): 3 clusters
  Score: Raw -371760.938257 + Penalty 8887.233892 = -362873.704365
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 54 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72842.230000 sec): 2 clusters
  Score: Raw -43291.925633 + Penalty 3173.842425 = -40118.083208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72842.230000 sec): 3 clusters
  Score: Raw -44306.650331 + Penalty 6347.684849 = -37958.965482
  nChanged 0
Memory request: 0.00 GB would take us to total of 23.77 GB.

 Trying to split cluster 55 (119151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72843.010000 sec): 2 clusters
  Score: Raw -31752561.853972 + Penalty 7158.989961 = -31745402.864011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72843.930000 sec): 3 clusters
  Score: Raw -31678737.804626 + Penalty 14317.979922 = -31664419.824704
  nChanged 54891
		SP:Iteration 1F (72844.840000 sec): 3 clusters
  Score: Raw -31708965.092707 + Penalty 14317.979922 = -31694647.112785
  nChanged 4451
		SP:Iteration 2Q (72845.760000 sec): 3 clusters
  Score: Raw -31710081.865971 + Penalty 14317.979922 = -31695763.886049
  nChanged 4114
		SP:Iteration 3Q (72846.680000 sec): 3 clusters
  Score: Raw -31711120.218758 + Penalty 14317.979922 = -31696802.238836
  nChanged 4020
		SP:Iteration 4Q (72847.600000 sec): 3 clusters
  Score: Raw -31712227.009484 + Penalty 14317.979922 = -31697909.029562
  nChanged 4271
		SP:Iteration 5Q (72848.520000 sec): 3 clusters
  Score: Raw -31713561.120563 + Penalty 14317.979922 = -31699243.140641
  nChanged 4826
		SP:Iteration 6Q (72849.450000 sec): 3 clusters
  Score: Raw -31715334.295502 + Penalty 14317.979922 = -31701016.315579
  nChanged 5677
		SP:Iteration 7Q (72850.420000 sec): 3 clusters
  Score: Raw -31717974.690737 + Penalty 14317.979922 = -31703656.710815
  nChanged 6892
		SP:Iteration 8F (72851.340000 sec): 3 clusters
  Score: Raw -31721952.294393 + Penalty 14317.979922 = -31707634.314471
  nChanged 7966
		SP:Iteration 9F (72852.260000 sec): 3 clusters
  Score: Raw -31727406.863507 + Penalty 14317.979922 = -31713088.883585
  nChanged 8248
		SP:Iteration 10F (72853.180000 sec): 3 clusters
  Score: Raw -31733872.423867 + Penalty 14317.979922 = -31719554.443945
  nChanged 7518
		SP:Iteration 11F (72854.100000 sec): 3 clusters
  Score: Raw -31740232.666282 + Penalty 14317.979922 = -31725914.686360
  nChanged 5762
		SP:Iteration 12Q (72855.010000 sec): 3 clusters
  Score: Raw -31745304.583836 + Penalty 14317.979922 = -31730986.603914
  nChanged 3848
		SP:Iteration 13Q (72855.890000 sec): 3 clusters
  Score: Raw -31748601.437031 + Penalty 14317.979922 = -31734283.457109
  nChanged 2359
		SP:Iteration 14Q (72856.700000 sec): 3 clusters
  Score: Raw -31750467.671321 + Penalty 14317.979922 = -31736149.691399
  nChanged 1486
		SP:Iteration 15Q (72857.470000 sec): 3 clusters
  Score: Raw -31751460.016386 + Penalty 14317.979922 = -31737142.036464
  nChanged 887
		SP:Iteration 16Q (72858.190000 sec): 3 clusters
  Score: Raw -31752005.475215 + Penalty 14317.979922 = -31737687.495293
  nChanged 618
		SP:Iteration 17Q (72858.880000 sec): 3 clusters
  Score: Raw -31752364.844908 + Penalty 14317.979922 = -31738046.864986
  nChanged 445
		SP:Iteration 18Q (72859.560000 sec): 3 clusters
  Score: Raw -31752620.435599 + Penalty 14317.979922 = -31738302.455677
  nChanged 323
		SP:Iteration 19Q (72860.230000 sec): 3 clusters
  Score: Raw -31752814.430592 + Penalty 14317.979922 = -31738496.450670
  nChanged 253
		SP:Iteration 20F (72861.140000 sec): 3 clusters
  Score: Raw -31752967.810326 + Penalty 14317.979922 = -31738649.830404
  nChanged 216
		SP:Iteration 21Q (72861.790000 sec): 3 clusters
  Score: Raw -31753088.393267 + Penalty 14317.979922 = -31738770.413344
  nChanged 165
		SP:Iteration 22Q (72862.450000 sec): 3 clusters
  Score: Raw -31753175.962666 + Penalty 14317.979922 = -31738857.982743
  nChanged 139
		SP:Iteration 23Q (72863.100000 sec): 3 clusters
  Score: Raw -31753247.889348 + Penalty 14317.979922 = -31738929.909426
  nChanged 111
		SP:Iteration 24Q (72863.740000 sec): 3 clusters
  Score: Raw -31753310.544265 + Penalty 14317.979922 = -31738992.564343
  nChanged 98
		SP:Iteration 25Q (72864.380000 sec): 3 clusters
  Score: Raw -31753366.407021 + Penalty 14317.979922 = -31739048.427099
  nChanged 74
		SP:Iteration 26Q (72865.030000 sec): 3 clusters
  Score: Raw -31753408.053758 + Penalty 14317.979922 = -31739090.073836
  nChanged 72
		SP:Iteration 27Q (72865.670000 sec): 3 clusters
  Score: Raw -31753443.574037 + Penalty 14317.979922 = -31739125.594115
  nChanged 54
		SP:Iteration 28Q (72866.300000 sec): 3 clusters
  Score: Raw -31753472.111126 + Penalty 14317.979922 = -31739154.131204
  nChanged 44
		SP:Iteration 29Q (72866.930000 sec): 3 clusters
  Score: Raw -31753495.922931 + Penalty 14317.979922 = -31739177.943008
  nChanged 40
		SP:Iteration 30Q (72867.570000 sec): 3 clusters
  Score: Raw -31753516.855377 + Penalty 14317.979922 = -31739198.875455
  nChanged 39
		SP:Iteration 31Q (72868.190000 sec): 3 clusters
  Score: Raw -31753536.005870 + Penalty 14317.979922 = -31739218.025948
  nChanged 28
		SP:Iteration 32Q (72868.820000 sec): 3 clusters
  Score: Raw -31753548.255599 + Penalty 14317.979922 = -31739230.275677
  nChanged 16
		SP:Iteration 33Q (72869.430000 sec): 3 clusters
  Score: Raw -31753555.906058 + Penalty 14317.979922 = -31739237.926136
  nChanged 10
		SP:Iteration 34Q (72870.030000 sec): 3 clusters
  Score: Raw -31753560.080010 + Penalty 14317.979922 = -31739242.100088
  nChanged 9
		SP:Iteration 35Q (72870.640000 sec): 3 clusters
  Score: Raw -31753563.085897 + Penalty 14317.979922 = -31739245.105975
  nChanged 9
		SP:Iteration 36Q (72871.250000 sec): 3 clusters
  Score: Raw -31753566.780044 + Penalty 14317.979922 = -31739248.800122
  nChanged 10
		SP:Iteration 37Q (72871.840000 sec): 3 clusters
  Score: Raw -31753570.921802 + Penalty 14317.979922 = -31739252.941880
  nChanged 9
		SP:Iteration 38Q (72872.450000 sec): 3 clusters
  Score: Raw -31753575.050868 + Penalty 14317.979922 = -31739257.070946
  nChanged 5
		SP:Iteration 39Q (72873.060000 sec): 3 clusters
  Score: Raw -31753576.747170 + Penalty 14317.979922 = -31739258.767248
  nChanged 2
		SP:Iteration 40F (72873.930000 sec): 3 clusters
  Score: Raw -31753577.338984 + Penalty 14317.979922 = -31739259.359062
  nChanged 3
		SP:Iteration 41Q (72874.550000 sec): 3 clusters
  Score: Raw -31753578.856739 + Penalty 14317.979922 = -31739260.876817
  nChanged 2
		SP:Iteration 42Q (72875.150000 sec): 3 clusters
  Score: Raw -31753579.757755 + Penalty 14317.979922 = -31739261.777833
  nChanged 1
		SP:Iteration 43Q (72875.770000 sec): 3 clusters
  Score: Raw -31753579.912903 + Penalty 14317.979922 = -31739261.932981
  nChanged 0
		SP:Iteration 44F (72876.630000 sec): 3 clusters
  Score: Raw -31753579.912903 + Penalty 14317.979922 = -31739261.932981
  nChanged 0
------ Evaluating fit on full set of 5979794 points ------
  Score: Raw -1567400726.169640 + Penalty 525656.269312 = -1566875069.900328
Time taken for this iteration:52084.440000 seconds.
 21->56 Clusters: Score -1566875069.900328, best is -1566809245.050766
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 71458 (time per iteration =1032.389096 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 12641148787968.000000 (time per metric unit =5.835898ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 606775141822464.000000 (time per metric unit=121.581217ps)

That took 73772.460000 seconds.
